2023-09-16 12:55:44,698:	========================================================================
2023-09-16 12:55:44,699:	========================================================================
2023-09-16 12:55:44,699:	========================================================================
2023-09-16 12:55:44,699:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-16 12:55:44,699:	[1;34m[Seed] >>> Set seed: 2[0m
2023-09-16 12:55:44,699:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 2] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_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: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916125541] 
[maxlen: 100] 
[maxlen4graph: 100] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.2] 
[attn_dropout_rate: 0.6] 
[distance_metric: wasserstein] 
[pvn_weight: 0.005] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/2] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/2-0916125541] 
[0m
2023-09-16 12:55:44,700:	[1;34m[Wall TIME] >>> Parser.compile takes 0.005250 seconds ...[0m
2023-09-16 12:55:44,708:	[1;34m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.User,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-16 12:55:44,878:	[1;34m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-16 12:55:44,879:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.178714 seconds ...[0m
2023-09-16 12:55:45,016:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.070058 seconds ...[0m
2023-09-16 12:55:45,191:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.174845 seconds ...[0m
2023-09-16 12:55:45,279:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.087271 seconds ...[0m
2023-09-16 12:55:48,607:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-16 12:55:48,607:	[1;34m[Wall TIME] >>> Coach.compile takes 0.000742 seconds ...[0m
2023-09-16 12:55:57,076:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.439199 seconds ...[0m
2023-09-16 12:55:57,076:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0004*** [0m
2023-09-16 12:55:57,094:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-16 12:55:57,094:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0004 || HITRATE@10 Avg: 0.0010 || NDCG@5 Avg: 0.0002 || NDCG@10 Avg: 0.0004[0m
2023-09-16 12:55:57,094:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-16 12:56:01,301:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.206882 seconds ...[0m
2023-09-16 12:56:01,557:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.86561[0m
2023-09-16 12:56:01,558:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-16 12:56:01,558:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-16 12:56:05,487:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.929440 seconds ...[0m
2023-09-16 12:56:05,615:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.69513[0m
2023-09-16 12:56:05,615:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-16 12:56:05,615:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-16 12:56:09,554:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.938255 seconds ...[0m
2023-09-16 12:56:09,619:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.60560[0m
2023-09-16 12:56:09,619:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-16 12:56:09,619:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-16 12:56:13,603:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.983566 seconds ...[0m
2023-09-16 12:56:13,667:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.53611[0m
2023-09-16 12:56:13,667:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-16 12:56:13,667:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-16 12:56:17,666:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.998314 seconds ...[0m
2023-09-16 12:56:26,129:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.395752 seconds ...[0m
2023-09-16 12:56:26,130:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0305*** [0m
2023-09-16 12:56:26,151:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.47912[0m
2023-09-16 12:56:26,151:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0510 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0305[0m
2023-09-16 12:56:26,151:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-16 12:56:30,199:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047223 seconds ...[0m
2023-09-16 12:56:30,264:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.43519[0m
2023-09-16 12:56:30,265:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-16 12:56:30,265:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-16 12:56:34,290:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.025120 seconds ...[0m
2023-09-16 12:56:34,386:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.39720[0m
2023-09-16 12:56:34,386:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-16 12:56:34,387:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-16 12:56:38,208:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.821045 seconds ...[0m
2023-09-16 12:56:38,268:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.37335[0m
2023-09-16 12:56:38,268:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-16 12:56:38,268:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-16 12:56:42,277:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.008907 seconds ...[0m
2023-09-16 12:56:42,366:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.35231[0m
2023-09-16 12:56:42,366:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-16 12:56:42,366:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-16 12:56:46,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030267 seconds ...[0m
2023-09-16 12:56:54,800:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.321714 seconds ...[0m
2023-09-16 12:56:54,800:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0399*** [0m
2023-09-16 12:56:54,822:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.33683[0m
2023-09-16 12:56:54,822:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0483 || HITRATE@10 Avg: 0.0682 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0399[0m
2023-09-16 12:56:54,822:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-16 12:56:58,813:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.991073 seconds ...[0m
2023-09-16 12:56:58,872:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.32130[0m
2023-09-16 12:56:58,872:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-16 12:56:58,872:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-16 12:57:02,798:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.926278 seconds ...[0m
2023-09-16 12:57:02,862:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.30770[0m
2023-09-16 12:57:02,862:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-16 12:57:02,862:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-16 12:57:06,794:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.931934 seconds ...[0m
2023-09-16 12:57:06,853:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.29735[0m
2023-09-16 12:57:06,853:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-16 12:57:06,854:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-16 12:57:10,813:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.958876 seconds ...[0m
2023-09-16 12:57:10,874:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.28742[0m
2023-09-16 12:57:10,874:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-16 12:57:10,874:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-16 12:57:14,804:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.930315 seconds ...[0m
2023-09-16 12:57:23,112:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.246670 seconds ...[0m
2023-09-16 12:57:23,113:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0447*** [0m
2023-09-16 12:57:23,134:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.27711[0m
2023-09-16 12:57:23,134:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0199 || HITRATE@5 Avg: 0.0534 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0447[0m
2023-09-16 12:57:23,134:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-16 12:57:27,043:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.908682 seconds ...[0m
2023-09-16 12:57:27,110:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.27198[0m
2023-09-16 12:57:27,110:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-16 12:57:27,110:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-16 12:57:31,134:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.023678 seconds ...[0m
2023-09-16 12:57:31,215:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.26360[0m
2023-09-16 12:57:31,215:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-16 12:57:31,215:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-16 12:57:35,116:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.900658 seconds ...[0m
2023-09-16 12:57:35,177:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.25745[0m
2023-09-16 12:57:35,177:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-16 12:57:35,177:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-16 12:57:39,180:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.003178 seconds ...[0m
2023-09-16 12:57:39,260:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.25117[0m
2023-09-16 12:57:39,260:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-16 12:57:39,260:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-16 12:57:43,268:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.007600 seconds ...[0m
2023-09-16 12:57:51,553:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.205409 seconds ...[0m
2023-09-16 12:57:51,553:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0486*** [0m
2023-09-16 12:57:51,589:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.24562[0m
2023-09-16 12:57:51,589:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0215 || HITRATE@5 Avg: 0.0584 || HITRATE@10 Avg: 0.0832 || NDCG@5 Avg: 0.0405 || NDCG@10 Avg: 0.0486[0m
2023-09-16 12:57:51,589:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-16 12:57:55,594:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.005314 seconds ...[0m
2023-09-16 12:57:55,653:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.24141[0m
2023-09-16 12:57:55,653:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-16 12:57:55,653:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-16 12:57:59,574:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.920734 seconds ...[0m
2023-09-16 12:57:59,637:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.23522[0m
2023-09-16 12:57:59,637:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-16 12:57:59,637:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-16 12:58:03,674:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.036219 seconds ...[0m
2023-09-16 12:58:03,734:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.23064[0m
2023-09-16 12:58:03,734:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-16 12:58:03,734:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-16 12:58:07,740:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.005962 seconds ...[0m
2023-09-16 12:58:07,807:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.22590[0m
2023-09-16 12:58:07,807:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-16 12:58:07,807:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-16 12:58:11,747:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.939428 seconds ...[0m
2023-09-16 12:58:20,306:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.501459 seconds ...[0m
2023-09-16 12:58:20,307:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0502*** [0m
2023-09-16 12:58:20,331:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.22141[0m
2023-09-16 12:58:20,331:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0219 || HITRATE@5 Avg: 0.0609 || HITRATE@10 Avg: 0.0864 || NDCG@5 Avg: 0.0419 || NDCG@10 Avg: 0.0502[0m
2023-09-16 12:58:20,332:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-16 12:58:24,279:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.947368 seconds ...[0m
2023-09-16 12:58:24,340:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.21754[0m
2023-09-16 12:58:24,340:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-16 12:58:24,341:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-16 12:58:28,238:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.897424 seconds ...[0m
2023-09-16 12:58:28,320:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.21537[0m
2023-09-16 12:58:28,320:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-16 12:58:28,320:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-16 12:58:32,245:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.925046 seconds ...[0m
2023-09-16 12:58:32,314:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.21162[0m
2023-09-16 12:58:32,314:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-16 12:58:32,315:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-16 12:58:36,452:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.137537 seconds ...[0m
2023-09-16 12:58:36,516:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.20975[0m
2023-09-16 12:58:36,516:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-16 12:58:36,516:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-16 12:58:40,450:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.934278 seconds ...[0m
2023-09-16 12:58:49,058:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.545250 seconds ...[0m
2023-09-16 12:58:49,058:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0513*** [0m
2023-09-16 12:58:49,086:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.20532[0m
2023-09-16 12:58:49,086:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0627 || HITRATE@10 Avg: 0.0871 || NDCG@5 Avg: 0.0435 || NDCG@10 Avg: 0.0513[0m
2023-09-16 12:58:49,086:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-16 12:58:53,131:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.044485 seconds ...[0m
2023-09-16 12:58:53,200:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.20226[0m
2023-09-16 12:58:53,200:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-16 12:58:53,200:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-16 12:58:57,213:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.012622 seconds ...[0m
2023-09-16 12:58:57,273:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.20103[0m
2023-09-16 12:58:57,273:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-16 12:58:57,273:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-16 12:59:01,116:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.842459 seconds ...[0m
2023-09-16 12:59:01,176:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.19691[0m
2023-09-16 12:59:01,177:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-16 12:59:01,177:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-16 12:59:05,130:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.952766 seconds ...[0m
2023-09-16 12:59:05,205:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.19586[0m
2023-09-16 12:59:05,205:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-16 12:59:05,205:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-16 12:59:09,162:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.957347 seconds ...[0m
2023-09-16 12:59:17,561:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.340307 seconds ...[0m
2023-09-16 12:59:17,562:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0521*** [0m
2023-09-16 12:59:17,582:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.19268[0m
2023-09-16 12:59:17,582:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0637 || HITRATE@10 Avg: 0.0886 || NDCG@5 Avg: 0.0441 || NDCG@10 Avg: 0.0521[0m
2023-09-16 12:59:17,582:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-16 12:59:21,599:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016962 seconds ...[0m
2023-09-16 12:59:21,659:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.19060[0m
2023-09-16 12:59:21,659:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-16 12:59:21,659:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-16 12:59:25,637:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.977944 seconds ...[0m
2023-09-16 12:59:25,708:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.19024[0m
2023-09-16 12:59:25,708:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-16 12:59:25,708:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-16 12:59:29,753:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.044768 seconds ...[0m
2023-09-16 12:59:29,827:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.18604[0m
2023-09-16 12:59:29,828:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-16 12:59:29,828:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-16 12:59:33,719:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.891369 seconds ...[0m
2023-09-16 12:59:33,780:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.18242[0m
2023-09-16 12:59:33,781:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-16 12:59:33,781:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-16 12:59:37,751:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.970498 seconds ...[0m
2023-09-16 12:59:46,275:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.462806 seconds ...[0m
2023-09-16 12:59:46,276:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0533*** [0m
2023-09-16 12:59:46,300:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.18144[0m
2023-09-16 12:59:46,300:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0646 || HITRATE@10 Avg: 0.0904 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0533[0m
2023-09-16 12:59:46,300:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-16 12:59:50,270:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.970144 seconds ...[0m
2023-09-16 12:59:50,338:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.17899[0m
2023-09-16 12:59:50,338:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-16 12:59:50,338:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-16 12:59:54,275:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.936461 seconds ...[0m
2023-09-16 12:59:54,394:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17930[0m
2023-09-16 12:59:54,395:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-16 12:59:54,395:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-16 12:59:58,355:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.959674 seconds ...[0m
2023-09-16 12:59:58,423:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17635[0m
2023-09-16 12:59:58,424:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-16 12:59:58,424:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-16 13:00:02,377:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953497 seconds ...[0m
2023-09-16 13:00:02,436:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17574[0m
2023-09-16 13:00:02,436:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-16 13:00:02,436:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-16 13:00:06,305:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.868646 seconds ...[0m
2023-09-16 13:00:14,870:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.500422 seconds ...[0m
2023-09-16 13:00:14,871:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0540*** [0m
2023-09-16 13:00:14,891:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.17280[0m
2023-09-16 13:00:14,892:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0920 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0540[0m
2023-09-16 13:00:14,892:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-16 13:00:18,873:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.981560 seconds ...[0m
2023-09-16 13:00:18,932:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.17072[0m
2023-09-16 13:00:18,932:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-16 13:00:18,932:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-16 13:00:22,882:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.949829 seconds ...[0m
2023-09-16 13:00:22,968:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.17128[0m
2023-09-16 13:00:22,969:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-16 13:00:22,969:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-16 13:00:26,902:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.933463 seconds ...[0m
2023-09-16 13:00:26,963:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16906[0m
2023-09-16 13:00:26,963:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-16 13:00:26,964:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-16 13:00:30,943:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.979167 seconds ...[0m
2023-09-16 13:00:31,024:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16652[0m
2023-09-16 13:00:31,024:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-16 13:00:31,024:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-16 13:00:35,011:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.986696 seconds ...[0m
2023-09-16 13:00:43,659:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.587874 seconds ...[0m
2023-09-16 13:00:43,660:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0542*** [0m
2023-09-16 13:00:43,680:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16595[0m
2023-09-16 13:00:43,680:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0650 || HITRATE@10 Avg: 0.0917 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0542[0m
2023-09-16 13:00:43,680:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-16 13:00:47,656:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.974935 seconds ...[0m
2023-09-16 13:00:47,724:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16312[0m
2023-09-16 13:00:47,725:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-16 13:00:47,725:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-16 13:00:51,708:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.983392 seconds ...[0m
2023-09-16 13:00:51,771:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16295[0m
2023-09-16 13:00:51,771:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-16 13:00:51,771:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-16 13:00:55,642:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.870651 seconds ...[0m
2023-09-16 13:00:55,701:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16060[0m
2023-09-16 13:00:55,701:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-16 13:00:55,701:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-16 13:00:59,714:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.012513 seconds ...[0m
2023-09-16 13:00:59,789:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.15983[0m
2023-09-16 13:00:59,789:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-16 13:00:59,789:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-16 13:01:03,814:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.024607 seconds ...[0m
2023-09-16 13:01:12,639:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.759224 seconds ...[0m
2023-09-16 13:01:12,639:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0548*** [0m
2023-09-16 13:01:12,660:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.15834[0m
2023-09-16 13:01:12,660:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0664 || HITRATE@10 Avg: 0.0928 || NDCG@5 Avg: 0.0463 || NDCG@10 Avg: 0.0548[0m
2023-09-16 13:01:12,660:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-16 13:01:16,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.056692 seconds ...[0m
2023-09-16 13:01:16,776:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.15700[0m
2023-09-16 13:01:16,776:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-16 13:01:16,777:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-16 13:01:20,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.109607 seconds ...[0m
2023-09-16 13:01:20,947:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.15620[0m
2023-09-16 13:01:20,947:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-16 13:01:20,947:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-16 13:01:24,874:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.926149 seconds ...[0m
2023-09-16 13:01:24,934:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.15480[0m
2023-09-16 13:01:24,934:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-16 13:01:24,934:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-16 13:01:28,931:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.997262 seconds ...[0m
2023-09-16 13:01:28,993:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.15213[0m
2023-09-16 13:01:28,993:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-16 13:01:28,993:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-16 13:01:32,959:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.966171 seconds ...[0m
2023-09-16 13:01:41,756:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.735636 seconds ...[0m
2023-09-16 13:01:41,756:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0558*** [0m
2023-09-16 13:01:41,775:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.15147[0m
2023-09-16 13:01:41,775:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0264 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0474 || NDCG@10 Avg: 0.0558[0m
2023-09-16 13:01:41,775:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-16 13:01:45,701:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.925805 seconds ...[0m
2023-09-16 13:01:45,781:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.15147[0m
2023-09-16 13:01:45,781:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-16 13:01:45,781:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-16 13:01:49,817:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.035732 seconds ...[0m
2023-09-16 13:01:49,892:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.14977[0m
2023-09-16 13:01:49,892:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-16 13:01:49,892:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-16 13:01:53,878:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.985457 seconds ...[0m
2023-09-16 13:01:53,938:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.14925[0m
2023-09-16 13:01:53,939:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-16 13:01:53,939:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-16 13:01:58,038:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.099306 seconds ...[0m
2023-09-16 13:01:58,099:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.14814[0m
2023-09-16 13:01:58,099:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-16 13:01:58,099:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-16 13:02:02,195:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.095362 seconds ...[0m
2023-09-16 13:02:10,928:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.667731 seconds ...[0m
2023-09-16 13:02:10,928:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0566*** [0m
2023-09-16 13:02:10,949:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.14678[0m
2023-09-16 13:02:10,949:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0269 || HITRATE@5 Avg: 0.0679 || HITRATE@10 Avg: 0.0948 || NDCG@5 Avg: 0.0479 || NDCG@10 Avg: 0.0566[0m
2023-09-16 13:02:10,949:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-16 13:02:14,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.940574 seconds ...[0m
2023-09-16 13:02:14,971:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.14551[0m
2023-09-16 13:02:14,971:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-16 13:02:14,971:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-16 13:02:19,103:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.131809 seconds ...[0m
2023-09-16 13:02:19,179:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.14386[0m
2023-09-16 13:02:19,179:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-16 13:02:19,179:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-16 13:02:23,195:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016073 seconds ...[0m
2023-09-16 13:02:23,264:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.14451[0m
2023-09-16 13:02:23,264:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-16 13:02:23,264:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-16 13:02:27,346:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.081506 seconds ...[0m
2023-09-16 13:02:27,406:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.14337[0m
2023-09-16 13:02:27,407:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-16 13:02:27,407:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-16 13:02:31,392:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.985427 seconds ...[0m
2023-09-16 13:02:40,352:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.883947 seconds ...[0m
2023-09-16 13:02:40,353:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0566*** [0m
2023-09-16 13:02:40,385:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.14283[0m
2023-09-16 13:02:40,385:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0267 || HITRATE@5 Avg: 0.0680 || HITRATE@10 Avg: 0.0953 || NDCG@5 Avg: 0.0478 || NDCG@10 Avg: 0.0566[0m
2023-09-16 13:02:40,385:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-16 13:02:44,426:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040351 seconds ...[0m
2023-09-16 13:02:44,486:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.14084[0m
2023-09-16 13:02:44,486:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-16 13:02:44,486:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-16 13:02:48,374:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.887010 seconds ...[0m
2023-09-16 13:02:48,437:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.14032[0m
2023-09-16 13:02:48,437:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-16 13:02:48,437:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-16 13:02:52,564:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.126182 seconds ...[0m
2023-09-16 13:02:52,648:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.14012[0m
2023-09-16 13:02:52,648:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-16 13:02:52,649:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-16 13:02:56,787:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.138610 seconds ...[0m
2023-09-16 13:02:56,854:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.13847[0m
2023-09-16 13:02:56,854:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-16 13:02:56,854:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-16 13:03:00,875:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.020314 seconds ...[0m
2023-09-16 13:03:09,638:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.702914 seconds ...[0m
2023-09-16 13:03:09,638:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0572*** [0m
2023-09-16 13:03:09,658:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.13714[0m
2023-09-16 13:03:09,659:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0275 || HITRATE@5 Avg: 0.0685 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0485 || NDCG@10 Avg: 0.0572[0m
2023-09-16 13:03:09,659:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-16 13:03:13,634:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.975347 seconds ...[0m
2023-09-16 13:03:13,697:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.13754[0m
2023-09-16 13:03:13,697:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-16 13:03:13,697:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-16 13:03:17,684:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.986393 seconds ...[0m
2023-09-16 13:03:17,762:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.13581[0m
2023-09-16 13:03:17,762:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-16 13:03:17,763:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-16 13:03:21,731:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.968065 seconds ...[0m
2023-09-16 13:03:21,802:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.13471[0m
2023-09-16 13:03:21,802:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-16 13:03:21,802:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-16 13:03:25,740:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.937212 seconds ...[0m
2023-09-16 13:03:25,800:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.13268[0m
2023-09-16 13:03:25,800:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-16 13:03:25,801:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-16 13:03:29,708:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.906918 seconds ...[0m
2023-09-16 13:03:38,541:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.751773 seconds ...[0m
2023-09-16 13:03:38,542:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0574*** [0m
2023-09-16 13:03:38,565:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.13325[0m
2023-09-16 13:03:38,565:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0269 || HITRATE@5 Avg: 0.0686 || HITRATE@10 Avg: 0.0971 || NDCG@5 Avg: 0.0482 || NDCG@10 Avg: 0.0574[0m
2023-09-16 13:03:38,565:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-16 13:03:42,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.062673 seconds ...[0m
2023-09-16 13:03:42,688:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.13291[0m
2023-09-16 13:03:42,688:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-16 13:03:42,688:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-16 13:03:46,730:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.041384 seconds ...[0m
2023-09-16 13:03:46,791:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.13188[0m
2023-09-16 13:03:46,791:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-16 13:03:46,791:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-16 13:03:50,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085119 seconds ...[0m
2023-09-16 13:03:50,937:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.13073[0m
2023-09-16 13:03:50,937:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-16 13:03:50,937:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-16 13:03:55,028:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.090661 seconds ...[0m
2023-09-16 13:03:55,089:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.12981[0m
2023-09-16 13:03:55,090:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-16 13:03:55,090:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-16 13:03:59,137:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047436 seconds ...[0m
2023-09-16 13:04:07,801:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.603420 seconds ...[0m
2023-09-16 13:04:07,801:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.12983[0m
2023-09-16 13:04:07,801:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0269 || HITRATE@5 Avg: 0.0688 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0483 || NDCG@10 Avg: 0.0570[0m
2023-09-16 13:04:07,801:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-16 13:04:11,709:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.908041 seconds ...[0m
2023-09-16 13:04:11,782:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.12943[0m
2023-09-16 13:04:11,783:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-16 13:04:11,783:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-16 13:04:15,895:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.112384 seconds ...[0m
2023-09-16 13:04:15,955:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.12748[0m
2023-09-16 13:04:15,955:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-16 13:04:15,955:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-16 13:04:19,945:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989755 seconds ...[0m
2023-09-16 13:04:20,011:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.12736[0m
2023-09-16 13:04:20,011:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-16 13:04:20,011:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-16 13:04:24,089:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.077459 seconds ...[0m
2023-09-16 13:04:24,166:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.12737[0m
2023-09-16 13:04:24,166:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-16 13:04:24,166:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-16 13:04:28,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.948686 seconds ...[0m
2023-09-16 13:04:36,852:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.677234 seconds ...[0m
2023-09-16 13:04:36,852:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0579*** [0m
2023-09-16 13:04:36,875:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.12660[0m
2023-09-16 13:04:36,875:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0273 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0579[0m
2023-09-16 13:04:36,875:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-16 13:04:41,065:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.189425 seconds ...[0m
2023-09-16 13:04:41,125:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.12522[0m
2023-09-16 13:04:41,125:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-16 13:04:41,125:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-16 13:04:45,166:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040897 seconds ...[0m
2023-09-16 13:04:45,225:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.12619[0m
2023-09-16 13:04:45,225:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-16 13:04:45,225:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-16 13:04:49,167:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.942072 seconds ...[0m
2023-09-16 13:04:49,238:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.12302[0m
2023-09-16 13:04:49,238:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-16 13:04:49,238:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-16 13:04:53,225:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.986425 seconds ...[0m
2023-09-16 13:04:53,285:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.12260[0m
2023-09-16 13:04:53,286:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-16 13:04:53,286:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-16 13:04:57,164:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.878541 seconds ...[0m
2023-09-16 13:05:05,900:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.675399 seconds ...[0m
2023-09-16 13:05:05,901:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0584*** [0m
2023-09-16 13:05:05,922:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.12295[0m
2023-09-16 13:05:05,922:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0281 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.0973 || NDCG@5 Avg: 0.0498 || NDCG@10 Avg: 0.0584[0m
2023-09-16 13:05:05,922:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-16 13:05:09,922:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.999417 seconds ...[0m
2023-09-16 13:05:09,981:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.12176[0m
2023-09-16 13:05:09,981:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-16 13:05:09,981:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-16 13:05:13,925:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.943897 seconds ...[0m
2023-09-16 13:05:13,984:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.12190[0m
2023-09-16 13:05:13,984:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-16 13:05:13,984:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-16 13:05:17,945:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.960285 seconds ...[0m
2023-09-16 13:05:18,005:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.11997[0m
2023-09-16 13:05:18,005:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-16 13:05:18,005:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-16 13:05:21,998:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.992374 seconds ...[0m
2023-09-16 13:05:22,069:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.12073[0m
2023-09-16 13:05:22,069:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-16 13:05:22,069:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-16 13:05:26,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.002985 seconds ...[0m
2023-09-16 13:05:34,819:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.666893 seconds ...[0m
2023-09-16 13:05:34,820:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.11898[0m
2023-09-16 13:05:34,820:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0274 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.0972 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0581[0m
2023-09-16 13:05:34,820:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-16 13:05:38,836:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016074 seconds ...[0m
2023-09-16 13:05:38,899:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11833[0m
2023-09-16 13:05:38,900:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-16 13:05:38,900:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-16 13:05:42,950:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.050034 seconds ...[0m
2023-09-16 13:05:43,010:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.11856[0m
2023-09-16 13:05:43,010:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-16 13:05:43,011:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-16 13:05:47,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.061405 seconds ...[0m
2023-09-16 13:05:47,142:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11849[0m
2023-09-16 13:05:47,142:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-16 13:05:47,142:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-16 13:05:51,133:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.990682 seconds ...[0m
2023-09-16 13:05:51,192:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11674[0m
2023-09-16 13:05:51,192:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-16 13:05:51,192:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-16 13:05:55,265:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.072440 seconds ...[0m
2023-09-16 13:06:04,058:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.728532 seconds ...[0m
2023-09-16 13:06:04,059:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.11708[0m
2023-09-16 13:06:04,059:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0273 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0983 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0583[0m
2023-09-16 13:06:04,059:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-16 13:06:08,179:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.119270 seconds ...[0m
2023-09-16 13:06:08,254:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.11489[0m
2023-09-16 13:06:08,254:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-16 13:06:08,254:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-16 13:06:12,355:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.100146 seconds ...[0m
2023-09-16 13:06:12,423:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.11549[0m
2023-09-16 13:06:12,423:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-16 13:06:12,423:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-16 13:06:16,455:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.031812 seconds ...[0m
2023-09-16 13:06:16,514:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.11430[0m
2023-09-16 13:06:16,514:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-16 13:06:16,514:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-16 13:06:20,600:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085387 seconds ...[0m
2023-09-16 13:06:20,666:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.11524[0m
2023-09-16 13:06:20,666:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-16 13:06:20,666:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-16 13:06:24,716:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.050155 seconds ...[0m
2023-09-16 13:06:33,434:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.641412 seconds ...[0m
2023-09-16 13:06:33,434:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.11492[0m
2023-09-16 13:06:33,435:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0277 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0975 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0584[0m
2023-09-16 13:06:33,435:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-16 13:06:37,376:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.940898 seconds ...[0m
2023-09-16 13:06:37,451:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.11274[0m
2023-09-16 13:06:37,451:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-16 13:06:37,451:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-16 13:06:41,458:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.006745 seconds ...[0m
2023-09-16 13:06:41,531:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.11409[0m
2023-09-16 13:06:41,531:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-16 13:06:41,531:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-16 13:06:45,464:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.932932 seconds ...[0m
2023-09-16 13:06:45,523:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.11253[0m
2023-09-16 13:06:45,523:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-16 13:06:45,523:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-16 13:06:49,361:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.837235 seconds ...[0m
2023-09-16 13:06:49,426:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.11212[0m
2023-09-16 13:06:49,426:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-16 13:06:49,427:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-16 13:06:53,484:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.057002 seconds ...[0m
2023-09-16 13:07:02,231:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.682269 seconds ...[0m
2023-09-16 13:07:02,232:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0588*** [0m
2023-09-16 13:07:02,256:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.11152[0m
2023-09-16 13:07:02,256:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0709 || HITRATE@10 Avg: 0.0984 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0588[0m
2023-09-16 13:07:02,256:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-16 13:07:06,289:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.032271 seconds ...[0m
2023-09-16 13:07:06,350:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.11075[0m
2023-09-16 13:07:06,350:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-16 13:07:06,350:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-16 13:07:10,217:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.866563 seconds ...[0m
2023-09-16 13:07:10,298:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10966[0m
2023-09-16 13:07:10,298:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-16 13:07:10,298:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-16 13:07:14,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.090638 seconds ...[0m
2023-09-16 13:07:14,458:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10921[0m
2023-09-16 13:07:14,459:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-16 13:07:14,459:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-16 13:07:18,474:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.015617 seconds ...[0m
2023-09-16 13:07:18,534:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10880[0m
2023-09-16 13:07:18,534:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-16 13:07:18,534:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-16 13:07:22,540:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.005481 seconds ...[0m
2023-09-16 13:07:31,471:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.870017 seconds ...[0m
2023-09-16 13:07:31,471:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10742[0m
2023-09-16 13:07:31,471:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0273 || HITRATE@5 Avg: 0.0710 || HITRATE@10 Avg: 0.0993 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0587[0m
2023-09-16 13:07:31,471:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-16 13:07:35,373:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.901643 seconds ...[0m
2023-09-16 13:07:35,446:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10901[0m
2023-09-16 13:07:35,447:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-16 13:07:35,447:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-16 13:07:39,460:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.012685 seconds ...[0m
2023-09-16 13:07:39,544:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10759[0m
2023-09-16 13:07:39,544:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-16 13:07:39,544:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-16 13:07:43,632:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.087668 seconds ...[0m
2023-09-16 13:07:43,693:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10874[0m
2023-09-16 13:07:43,693:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-16 13:07:43,694:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-16 13:07:47,741:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047076 seconds ...[0m
2023-09-16 13:07:47,806:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10768[0m
2023-09-16 13:07:47,806:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-16 13:07:47,806:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-16 13:07:51,831:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.024208 seconds ...[0m
2023-09-16 13:08:00,748:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.782868 seconds ...[0m
2023-09-16 13:08:00,748:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0588*** [0m
2023-09-16 13:08:00,767:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10638[0m
2023-09-16 13:08:00,767:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0718 || HITRATE@10 Avg: 0.0988 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0588[0m
2023-09-16 13:08:00,767:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-16 13:08:04,689:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.921456 seconds ...[0m
2023-09-16 13:08:04,750:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10521[0m
2023-09-16 13:08:04,750:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-16 13:08:04,750:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-16 13:08:08,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.966400 seconds ...[0m
2023-09-16 13:08:08,781:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10511[0m
2023-09-16 13:08:08,781:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-16 13:08:08,781:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-16 13:08:12,867:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085967 seconds ...[0m
2023-09-16 13:08:12,929:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10379[0m
2023-09-16 13:08:12,929:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-16 13:08:12,929:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-16 13:08:16,883:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953741 seconds ...[0m
2023-09-16 13:08:16,961:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10490[0m
2023-09-16 13:08:16,961:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-16 13:08:16,962:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-16 13:08:21,089:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.126902 seconds ...[0m
2023-09-16 13:08:29,988:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.836066 seconds ...[0m
2023-09-16 13:08:29,988:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0593*** [0m
2023-09-16 13:08:30,013:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10328[0m
2023-09-16 13:08:30,013:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0722 || HITRATE@10 Avg: 0.0998 || NDCG@5 Avg: 0.0504 || NDCG@10 Avg: 0.0593[0m
2023-09-16 13:08:30,013:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-16 13:08:33,951:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.936912 seconds ...[0m
2023-09-16 13:08:34,020:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10368[0m
2023-09-16 13:08:34,020:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-16 13:08:34,020:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-16 13:08:38,183:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.162498 seconds ...[0m
2023-09-16 13:08:38,244:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10280[0m
2023-09-16 13:08:38,245:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-16 13:08:38,245:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-16 13:08:42,239:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.993823 seconds ...[0m
2023-09-16 13:08:42,298:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10203[0m
2023-09-16 13:08:42,298:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-16 13:08:42,298:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-16 13:08:46,329:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030792 seconds ...[0m
2023-09-16 13:08:46,388:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10180[0m
2023-09-16 13:08:46,389:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-16 13:08:46,389:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-16 13:08:50,455:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.066036 seconds ...[0m
2023-09-16 13:08:59,251:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.736623 seconds ...[0m
2023-09-16 13:08:59,252:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0594*** [0m
2023-09-16 13:08:59,272:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10195[0m
2023-09-16 13:08:59,272:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0280 || HITRATE@5 Avg: 0.0720 || HITRATE@10 Avg: 0.0998 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0594[0m
2023-09-16 13:08:59,273:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-16 13:09:03,226:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953675 seconds ...[0m
2023-09-16 13:09:03,288:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10218[0m
2023-09-16 13:09:03,288:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-16 13:09:03,288:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-16 13:09:07,312:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.024270 seconds ...[0m
2023-09-16 13:09:07,372:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10052[0m
2023-09-16 13:09:07,373:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-16 13:09:07,373:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-16 13:09:11,328:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.955190 seconds ...[0m
2023-09-16 13:09:11,397:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.10046[0m
2023-09-16 13:09:11,397:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-16 13:09:11,397:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-16 13:09:15,357:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.959075 seconds ...[0m
2023-09-16 13:09:15,423:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.09918[0m
2023-09-16 13:09:15,423:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-16 13:09:15,424:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-16 13:09:19,579:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.155279 seconds ...[0m
2023-09-16 13:09:28,320:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.674793 seconds ...[0m
2023-09-16 13:09:28,320:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0602*** [0m
2023-09-16 13:09:28,341:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09881[0m
2023-09-16 13:09:28,341:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0720 || HITRATE@10 Avg: 0.1010 || NDCG@5 Avg: 0.0509 || NDCG@10 Avg: 0.0602[0m
2023-09-16 13:09:28,341:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-16 13:09:32,372:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030817 seconds ...[0m
2023-09-16 13:09:32,447:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09978[0m
2023-09-16 13:09:32,448:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-16 13:09:32,448:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-16 13:09:36,443:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.994878 seconds ...[0m
2023-09-16 13:09:36,510:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09868[0m
2023-09-16 13:09:36,510:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-16 13:09:36,511:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-16 13:09:40,624:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.113049 seconds ...[0m
2023-09-16 13:09:40,694:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09852[0m
2023-09-16 13:09:40,694:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-16 13:09:40,694:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-16 13:09:44,682:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.987824 seconds ...[0m
2023-09-16 13:09:44,749:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09741[0m
2023-09-16 13:09:44,750:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-16 13:09:44,750:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-16 13:09:48,755:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.004832 seconds ...[0m
2023-09-16 13:09:57,509:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.687637 seconds ...[0m
2023-09-16 13:09:57,509:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0607*** [0m
2023-09-16 13:09:57,531:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09756[0m
2023-09-16 13:09:57,531:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0291 || HITRATE@5 Avg: 0.0728 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0516 || NDCG@10 Avg: 0.0607[0m
2023-09-16 13:09:57,531:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-16 13:10:01,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.878704 seconds ...[0m
2023-09-16 13:10:01,469:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09727[0m
2023-09-16 13:10:01,469:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-16 13:10:01,469:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-16 13:10:05,508:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.038447 seconds ...[0m
2023-09-16 13:10:05,567:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09597[0m
2023-09-16 13:10:05,567:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-16 13:10:05,567:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-16 13:10:09,594:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.026828 seconds ...[0m
2023-09-16 13:10:09,671:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09592[0m
2023-09-16 13:10:09,672:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-16 13:10:09,672:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-16 13:10:13,660:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.987828 seconds ...[0m
2023-09-16 13:10:13,722:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09577[0m
2023-09-16 13:10:13,722:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-16 13:10:13,722:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-16 13:10:17,834:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.111650 seconds ...[0m
2023-09-16 13:10:26,693:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.717452 seconds ...[0m
2023-09-16 13:10:26,693:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0607*** [0m
2023-09-16 13:10:26,712:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09522[0m
2023-09-16 13:10:26,712:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1016 || NDCG@5 Avg: 0.0514 || NDCG@10 Avg: 0.0607[0m
2023-09-16 13:10:26,712:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-16 13:10:30,721:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.008280 seconds ...[0m
2023-09-16 13:10:30,782:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09409[0m
2023-09-16 13:10:30,782:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-16 13:10:30,782:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-16 13:10:34,872:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.089363 seconds ...[0m
2023-09-16 13:10:34,930:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09355[0m
2023-09-16 13:10:34,930:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-16 13:10:34,931:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-16 13:10:38,978:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047675 seconds ...[0m
2023-09-16 13:10:39,040:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09439[0m
2023-09-16 13:10:39,040:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-16 13:10:39,040:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-16 13:10:43,013:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.972708 seconds ...[0m
2023-09-16 13:10:43,075:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09381[0m
2023-09-16 13:10:43,075:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-16 13:10:43,075:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-16 13:10:47,103:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.027823 seconds ...[0m
2023-09-16 13:10:55,911:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.742481 seconds ...[0m
2023-09-16 13:10:55,912:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09367[0m
2023-09-16 13:10:55,912:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.0722 || HITRATE@10 Avg: 0.1009 || NDCG@5 Avg: 0.0513 || NDCG@10 Avg: 0.0605[0m
2023-09-16 13:10:55,912:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-16 13:11:00,076:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.163651 seconds ...[0m
2023-09-16 13:11:00,162:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09301[0m
2023-09-16 13:11:00,162:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-16 13:11:00,162:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-16 13:11:04,291:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.128371 seconds ...[0m
2023-09-16 13:11:04,365:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09247[0m
2023-09-16 13:11:04,365:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-16 13:11:04,365:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-16 13:11:08,420:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.055110 seconds ...[0m
2023-09-16 13:11:08,483:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09225[0m
2023-09-16 13:11:08,483:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-16 13:11:08,483:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-16 13:11:12,336:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.852886 seconds ...[0m
2023-09-16 13:11:12,418:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09220[0m
2023-09-16 13:11:12,418:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-16 13:11:12,419:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-16 13:11:16,457:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.037732 seconds ...[0m
2023-09-16 13:11:25,432:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.910221 seconds ...[0m
2023-09-16 13:11:25,432:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0607*** [0m
2023-09-16 13:11:25,453:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09254[0m
2023-09-16 13:11:25,454:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0733 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0517 || NDCG@10 Avg: 0.0607[0m
2023-09-16 13:11:25,454:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-16 13:11:29,470:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016208 seconds ...[0m
2023-09-16 13:11:29,549:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09069[0m
2023-09-16 13:11:29,550:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-16 13:11:29,550:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-16 13:11:33,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.012300 seconds ...[0m
2023-09-16 13:11:33,622:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09023[0m
2023-09-16 13:11:33,623:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-16 13:11:33,623:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-16 13:11:37,601:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.978304 seconds ...[0m
2023-09-16 13:11:37,664:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09011[0m
2023-09-16 13:11:37,664:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-16 13:11:37,664:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-16 13:11:41,847:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.182609 seconds ...[0m
2023-09-16 13:11:41,916:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09030[0m
2023-09-16 13:11:41,916:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-16 13:11:41,916:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-16 13:11:45,989:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.072315 seconds ...[0m
2023-09-16 13:11:54,665:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.613274 seconds ...[0m
2023-09-16 13:11:54,666:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0610*** [0m
2023-09-16 13:11:54,688:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.08906[0m
2023-09-16 13:11:54,688:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1015 || NDCG@5 Avg: 0.0520 || NDCG@10 Avg: 0.0610[0m
2023-09-16 13:11:54,688:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-16 13:11:58,679:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.991191 seconds ...[0m
2023-09-16 13:11:58,739:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.08906[0m
2023-09-16 13:11:58,739:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-16 13:11:58,739:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-16 13:12:02,758:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.018326 seconds ...[0m
2023-09-16 13:12:02,887:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.08917[0m
2023-09-16 13:12:02,888:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-16 13:12:02,888:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-16 13:12:07,126:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.237944 seconds ...[0m
2023-09-16 13:12:07,198:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.08798[0m
2023-09-16 13:12:07,198:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-16 13:12:07,198:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-16 13:12:11,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.079632 seconds ...[0m
2023-09-16 13:12:11,338:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.08870[0m
2023-09-16 13:12:11,338:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-16 13:12:11,338:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-16 13:12:15,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.275151 seconds ...[0m
2023-09-16 13:12:24,519:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.829197 seconds ...[0m
2023-09-16 13:12:24,519:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0612*** [0m
2023-09-16 13:12:24,549:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.08793[0m
2023-09-16 13:12:24,549:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0291 || HITRATE@5 Avg: 0.0738 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0521 || NDCG@10 Avg: 0.0612[0m
2023-09-16 13:12:24,549:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-16 13:12:28,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.967887 seconds ...[0m
2023-09-16 13:12:28,588:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.08769[0m
2023-09-16 13:12:28,589:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-16 13:12:28,589:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-16 13:12:32,771:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.182581 seconds ...[0m
2023-09-16 13:12:32,835:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.08751[0m
2023-09-16 13:12:32,836:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-16 13:12:32,836:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-16 13:12:36,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.055742 seconds ...[0m
2023-09-16 13:12:36,951:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.08647[0m
2023-09-16 13:12:36,951:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-16 13:12:36,951:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-16 13:12:41,012:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.060497 seconds ...[0m
2023-09-16 13:12:41,077:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.08618[0m
2023-09-16 13:12:41,077:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-16 13:12:41,077:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-16 13:12:45,000:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.922575 seconds ...[0m
2023-09-16 13:12:53,836:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.770247 seconds ...[0m
2023-09-16 13:12:53,836:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0614*** [0m
2023-09-16 13:12:53,856:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.08601[0m
2023-09-16 13:12:53,856:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1023 || NDCG@5 Avg: 0.0523 || NDCG@10 Avg: 0.0614[0m
2023-09-16 13:12:53,856:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-16 13:12:57,780:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.924170 seconds ...[0m
2023-09-16 13:12:57,842:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.08548[0m
2023-09-16 13:12:57,843:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-16 13:12:57,843:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-16 13:13:01,958:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.114891 seconds ...[0m
2023-09-16 13:13:02,025:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.08570[0m
2023-09-16 13:13:02,026:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-16 13:13:02,026:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-16 13:13:05,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.940580 seconds ...[0m
2023-09-16 13:13:06,032:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.08463[0m
2023-09-16 13:13:06,032:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-16 13:13:06,032:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-16 13:13:10,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040015 seconds ...[0m
2023-09-16 13:13:10,133:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08512[0m
2023-09-16 13:13:10,133:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-16 13:13:10,133:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-16 13:13:14,187:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.053562 seconds ...[0m
2023-09-16 13:13:23,019:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.767971 seconds ...[0m
2023-09-16 13:13:23,019:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.08427[0m
2023-09-16 13:13:23,020:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0744 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0520 || NDCG@10 Avg: 0.0609[0m
2023-09-16 13:13:23,020:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-16 13:13:26,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.946213 seconds ...[0m
2023-09-16 13:13:27,042:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.08473[0m
2023-09-16 13:13:27,042:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-16 13:13:27,042:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-16 13:13:31,032:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989640 seconds ...[0m
2023-09-16 13:13:31,106:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08397[0m
2023-09-16 13:13:31,106:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-16 13:13:31,106:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-16 13:13:35,118:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.011439 seconds ...[0m
2023-09-16 13:13:35,211:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.08296[0m
2023-09-16 13:13:35,211:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-16 13:13:35,211:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-16 13:13:39,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.084781 seconds ...[0m
2023-09-16 13:13:39,360:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08302[0m
2023-09-16 13:13:39,360:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-16 13:13:39,360:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-16 13:13:43,436:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.074927 seconds ...[0m
2023-09-16 13:13:52,202:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.688628 seconds ...[0m
2023-09-16 13:13:52,202:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0614*** [0m
2023-09-16 13:13:52,223:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08299[0m
2023-09-16 13:13:52,223:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.0748 || HITRATE@10 Avg: 0.1025 || NDCG@5 Avg: 0.0525 || NDCG@10 Avg: 0.0614[0m
2023-09-16 13:13:52,223:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-16 13:13:56,198:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.974383 seconds ...[0m
2023-09-16 13:13:56,260:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08287[0m
2023-09-16 13:13:56,260:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-16 13:13:56,261:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-16 13:14:00,282:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.020902 seconds ...[0m
2023-09-16 13:14:00,343:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08093[0m
2023-09-16 13:14:00,343:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-16 13:14:00,343:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-16 13:14:04,363:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.019623 seconds ...[0m
2023-09-16 13:14:04,496:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.08226[0m
2023-09-16 13:14:04,497:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-16 13:14:04,497:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-16 13:14:08,418:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.920962 seconds ...[0m
2023-09-16 13:14:08,482:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08076[0m
2023-09-16 13:14:08,482:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-16 13:14:08,482:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-16 13:14:12,484:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.002043 seconds ...[0m
2023-09-16 13:14:21,215:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.671081 seconds ...[0m
2023-09-16 13:14:21,215:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08108[0m
2023-09-16 13:14:21,215:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0749 || HITRATE@10 Avg: 0.1030 || NDCG@5 Avg: 0.0524 || NDCG@10 Avg: 0.0614[0m
2023-09-16 13:14:21,216:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-16 13:14:25,235:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.019520 seconds ...[0m
2023-09-16 13:14:25,327:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.08102[0m
2023-09-16 13:14:25,327:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-16 13:14:25,327:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-16 13:14:29,329:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.001256 seconds ...[0m
2023-09-16 13:14:29,392:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08028[0m
2023-09-16 13:14:29,393:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-16 13:14:29,393:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-16 13:14:33,335:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.942388 seconds ...[0m
2023-09-16 13:14:33,395:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08024[0m
2023-09-16 13:14:33,395:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-16 13:14:33,395:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-16 13:14:37,531:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.135473 seconds ...[0m
2023-09-16 13:14:37,609:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.08028[0m
2023-09-16 13:14:37,609:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-16 13:14:37,609:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-16 13:14:41,640:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030940 seconds ...[0m
2023-09-16 13:14:50,475:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.773302 seconds ...[0m
2023-09-16 13:14:50,475:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.07945[0m
2023-09-16 13:14:50,475:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.0744 || HITRATE@10 Avg: 0.1021 || NDCG@5 Avg: 0.0523 || NDCG@10 Avg: 0.0613[0m
2023-09-16 13:14:50,475:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-16 13:14:54,536:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.060306 seconds ...[0m
2023-09-16 13:14:54,617:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.07859[0m
2023-09-16 13:14:54,617:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-16 13:14:54,617:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-16 13:14:58,649:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.031214 seconds ...[0m
2023-09-16 13:14:58,732:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.07873[0m
2023-09-16 13:14:58,732:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-16 13:14:58,732:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-16 13:15:02,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.925182 seconds ...[0m
2023-09-16 13:15:02,718:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.07749[0m
2023-09-16 13:15:02,718:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-16 13:15:02,718:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-16 13:15:06,824:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.105464 seconds ...[0m
2023-09-16 13:15:06,888:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.07780[0m
2023-09-16 13:15:06,888:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-16 13:15:06,888:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-16 13:15:10,922:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.033511 seconds ...[0m
2023-09-16 13:15:19,776:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.770234 seconds ...[0m
2023-09-16 13:15:19,776:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0621*** [0m
2023-09-16 13:15:19,797:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.07709[0m
2023-09-16 13:15:19,797:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0749 || HITRATE@10 Avg: 0.1036 || NDCG@5 Avg: 0.0528 || NDCG@10 Avg: 0.0621[0m
2023-09-16 13:15:19,797:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-16 13:15:23,849:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.051614 seconds ...[0m
2023-09-16 13:15:23,908:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.07818[0m
2023-09-16 13:15:23,909:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-16 13:15:23,909:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-16 13:15:27,915:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.006274 seconds ...[0m
2023-09-16 13:15:27,992:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.07794[0m
2023-09-16 13:15:27,992:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-16 13:15:27,992:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-16 13:15:32,056:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.063026 seconds ...[0m
2023-09-16 13:15:32,118:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.07676[0m
2023-09-16 13:15:32,118:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-16 13:15:32,118:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-16 13:15:36,182:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.063537 seconds ...[0m
2023-09-16 13:15:36,247:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.07649[0m
2023-09-16 13:15:36,247:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-16 13:15:36,247:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-16 13:15:40,344:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.096021 seconds ...[0m
2023-09-16 13:15:49,222:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.802467 seconds ...[0m
2023-09-16 13:15:49,222:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0621*** [0m
2023-09-16 13:15:49,251:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.07688[0m
2023-09-16 13:15:49,251:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0299 || HITRATE@5 Avg: 0.0755 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0533 || NDCG@10 Avg: 0.0621[0m
2023-09-16 13:15:49,251:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-16 13:15:53,291:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.039793 seconds ...[0m
2023-09-16 13:15:53,360:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.07679[0m
2023-09-16 13:15:53,361:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-16 13:15:53,361:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-16 13:15:57,395:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.033656 seconds ...[0m
2023-09-16 13:15:57,458:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.07550[0m
2023-09-16 13:15:57,458:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-16 13:15:57,458:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-16 13:16:01,356:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.897433 seconds ...[0m
2023-09-16 13:16:01,416:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.07475[0m
2023-09-16 13:16:01,416:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-16 13:16:01,416:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-16 13:16:05,532:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.115678 seconds ...[0m
2023-09-16 13:16:05,609:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.07513[0m
2023-09-16 13:16:05,610:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-16 13:16:05,610:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-16 13:16:09,498:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.887849 seconds ...[0m
2023-09-16 13:16:18,338:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.781747 seconds ...[0m
2023-09-16 13:16:18,339:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.07481[0m
2023-09-16 13:16:18,339:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0295 || HITRATE@5 Avg: 0.0754 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0531 || NDCG@10 Avg: 0.0619[0m
2023-09-16 13:16:18,339:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-16 13:16:22,279:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.940140 seconds ...[0m
2023-09-16 13:16:22,342:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.07609[0m
2023-09-16 13:16:22,342:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-16 13:16:22,342:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-16 13:16:26,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.157839 seconds ...[0m
2023-09-16 13:16:26,726:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.07388[0m
2023-09-16 13:16:26,726:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-16 13:16:26,727:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-16 13:16:30,640:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.912993 seconds ...[0m
2023-09-16 13:16:30,704:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.07410[0m
2023-09-16 13:16:30,704:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-16 13:16:30,704:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-16 13:16:34,718:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.013886 seconds ...[0m
2023-09-16 13:16:34,781:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.07308[0m
2023-09-16 13:16:34,781:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-16 13:16:34,781:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-16 13:16:38,894:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.112814 seconds ...[0m
2023-09-16 13:16:47,624:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.666977 seconds ...[0m
2023-09-16 13:16:47,625:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0627*** [0m
2023-09-16 13:16:47,648:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.07352[0m
2023-09-16 13:16:47,648:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0756 || HITRATE@10 Avg: 0.1040 || NDCG@5 Avg: 0.0536 || NDCG@10 Avg: 0.0627[0m
2023-09-16 13:16:47,649:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-16 13:16:51,650:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.001339 seconds ...[0m
2023-09-16 13:16:51,732:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.07283[0m
2023-09-16 13:16:51,732:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-16 13:16:51,733:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-16 13:16:55,824:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.091211 seconds ...[0m
2023-09-16 13:16:55,906:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.07371[0m
2023-09-16 13:16:55,906:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-16 13:16:55,906:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-16 13:16:59,915:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.008642 seconds ...[0m
2023-09-16 13:16:59,980:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.07279[0m
2023-09-16 13:16:59,980:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-16 13:16:59,980:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-16 13:17:04,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.119800 seconds ...[0m
2023-09-16 13:17:04,166:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.07232[0m
2023-09-16 13:17:04,166:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-16 13:17:04,166:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-16 13:17:08,188:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.021469 seconds ...[0m
2023-09-16 13:17:16,925:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.676213 seconds ...[0m
2023-09-16 13:17:16,925:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.07245[0m
2023-09-16 13:17:16,925:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0296 || HITRATE@5 Avg: 0.0752 || HITRATE@10 Avg: 0.1031 || NDCG@5 Avg: 0.0532 || NDCG@10 Avg: 0.0622[0m
2023-09-16 13:17:16,926:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-16 13:17:20,881:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.955531 seconds ...[0m
2023-09-16 13:17:20,942:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.07228[0m
2023-09-16 13:17:20,943:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-16 13:17:20,943:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-16 13:17:24,913:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.970324 seconds ...[0m
2023-09-16 13:17:24,974:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.07153[0m
2023-09-16 13:17:24,974:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-16 13:17:24,975:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-16 13:17:29,079:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.103742 seconds ...[0m
2023-09-16 13:17:29,158:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.07041[0m
2023-09-16 13:17:29,158:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-16 13:17:29,158:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-16 13:17:33,131:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.973382 seconds ...[0m
2023-09-16 13:17:33,192:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.07104[0m
2023-09-16 13:17:33,192:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-16 13:17:33,193:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-16 13:17:37,235:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.042315 seconds ...[0m
2023-09-16 13:17:45,921:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.623479 seconds ...[0m
2023-09-16 13:17:45,921:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.07042[0m
2023-09-16 13:17:45,921:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0289 || HITRATE@5 Avg: 0.0761 || HITRATE@10 Avg: 0.1044 || NDCG@5 Avg: 0.0534 || NDCG@10 Avg: 0.0625[0m
2023-09-16 13:17:45,922:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-16 13:17:49,842:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.920765 seconds ...[0m
2023-09-16 13:17:49,904:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.07030[0m
2023-09-16 13:17:49,905:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-16 13:17:49,905:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-16 13:17:53,880:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.975274 seconds ...[0m
2023-09-16 13:17:53,950:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06939[0m
2023-09-16 13:17:53,950:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-16 13:17:53,950:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-16 13:17:58,036:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.086444 seconds ...[0m
2023-09-16 13:17:58,100:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06959[0m
2023-09-16 13:17:58,100:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-16 13:17:58,100:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-16 13:18:02,184:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.083780 seconds ...[0m
2023-09-16 13:18:02,249:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06973[0m
2023-09-16 13:18:02,249:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-16 13:18:02,249:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-16 13:18:06,162:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.912360 seconds ...[0m
2023-09-16 13:18:14,815:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.593601 seconds ...[0m
2023-09-16 13:18:14,815:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0630*** [0m
2023-09-16 13:18:14,836:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06867[0m
2023-09-16 13:18:14,836:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0538 || NDCG@10 Avg: 0.0630[0m
2023-09-16 13:18:14,836:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-16 13:18:18,858:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.021564 seconds ...[0m
2023-09-16 13:18:18,929:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06939[0m
2023-09-16 13:18:18,929:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-16 13:18:18,929:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-16 13:18:22,970:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040816 seconds ...[0m
2023-09-16 13:18:23,037:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06877[0m
2023-09-16 13:18:23,037:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-16 13:18:23,037:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-16 13:18:26,971:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.933742 seconds ...[0m
2023-09-16 13:18:27,045:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06817[0m
2023-09-16 13:18:27,045:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-16 13:18:27,045:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-16 13:18:31,185:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.139674 seconds ...[0m
2023-09-16 13:18:31,260:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06910[0m
2023-09-16 13:18:31,261:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-16 13:18:31,261:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-16 13:18:35,198:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.936715 seconds ...[0m
2023-09-16 13:18:43,990:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.733635 seconds ...[0m
2023-09-16 13:18:43,991:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0635*** [0m
2023-09-16 13:18:44,015:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06909[0m
2023-09-16 13:18:44,015:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0772 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0546 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:18:44,015:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-16 13:18:48,097:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.081740 seconds ...[0m
2023-09-16 13:18:48,156:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06742[0m
2023-09-16 13:18:48,156:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-16 13:18:48,157:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-16 13:18:52,197:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040454 seconds ...[0m
2023-09-16 13:18:52,274:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06720[0m
2023-09-16 13:18:52,274:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-16 13:18:52,274:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-16 13:18:56,253:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.978449 seconds ...[0m
2023-09-16 13:18:56,312:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06786[0m
2023-09-16 13:18:56,312:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-16 13:18:56,312:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-16 13:19:00,395:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.083060 seconds ...[0m
2023-09-16 13:19:00,473:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06644[0m
2023-09-16 13:19:00,473:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-16 13:19:00,473:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-16 13:19:04,444:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.969956 seconds ...[0m
2023-09-16 13:19:13,133:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.609477 seconds ...[0m
2023-09-16 13:19:13,134:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06642[0m
2023-09-16 13:19:13,134:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1041 || NDCG@5 Avg: 0.0546 || NDCG@10 Avg: 0.0632[0m
2023-09-16 13:19:13,134:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-16 13:19:17,156:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.021599 seconds ...[0m
2023-09-16 13:19:17,289:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06664[0m
2023-09-16 13:19:17,289:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-16 13:19:17,289:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-16 13:19:21,268:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.978923 seconds ...[0m
2023-09-16 13:19:21,349:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06584[0m
2023-09-16 13:19:21,350:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-16 13:19:21,350:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-16 13:19:25,522:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.171836 seconds ...[0m
2023-09-16 13:19:25,584:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06630[0m
2023-09-16 13:19:25,584:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-16 13:19:25,584:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-16 13:19:29,757:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.172523 seconds ...[0m
2023-09-16 13:19:29,825:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06557[0m
2023-09-16 13:19:29,825:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-16 13:19:29,825:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-16 13:19:33,786:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.960869 seconds ...[0m
2023-09-16 13:19:42,671:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.822241 seconds ...[0m
2023-09-16 13:19:42,672:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06564[0m
2023-09-16 13:19:42,672:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0772 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:19:42,672:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-16 13:19:46,698:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.025712 seconds ...[0m
2023-09-16 13:19:46,916:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06632[0m
2023-09-16 13:19:46,916:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-16 13:19:46,917:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-16 13:19:51,005:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.087837 seconds ...[0m
2023-09-16 13:19:51,084:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06605[0m
2023-09-16 13:19:51,084:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-16 13:19:51,084:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-16 13:19:55,157:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.072167 seconds ...[0m
2023-09-16 13:19:55,229:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06483[0m
2023-09-16 13:19:55,230:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-16 13:19:55,230:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-16 13:19:59,261:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030503 seconds ...[0m
2023-09-16 13:19:59,325:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06428[0m
2023-09-16 13:19:59,325:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-16 13:19:59,325:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-16 13:20:03,332:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.006887 seconds ...[0m
2023-09-16 13:20:12,221:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.829975 seconds ...[0m
2023-09-16 13:20:12,222:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06452[0m
2023-09-16 13:20:12,222:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0299 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:20:12,222:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-16 13:20:16,217:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.994559 seconds ...[0m
2023-09-16 13:20:16,277:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06323[0m
2023-09-16 13:20:16,278:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-16 13:20:16,278:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-16 13:20:20,217:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.939170 seconds ...[0m
2023-09-16 13:20:20,294:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06472[0m
2023-09-16 13:20:20,294:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-16 13:20:20,294:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-16 13:20:24,360:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.065679 seconds ...[0m
2023-09-16 13:20:24,426:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06436[0m
2023-09-16 13:20:24,426:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-16 13:20:24,426:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-16 13:20:28,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.039072 seconds ...[0m
2023-09-16 13:20:28,524:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06347[0m
2023-09-16 13:20:28,525:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-16 13:20:28,525:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-16 13:20:32,497:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.971833 seconds ...[0m
2023-09-16 13:20:41,428:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.870525 seconds ...[0m
2023-09-16 13:20:41,429:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06335[0m
2023-09-16 13:20:41,429:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0295 || HITRATE@5 Avg: 0.0770 || HITRATE@10 Avg: 0.1045 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0630[0m
2023-09-16 13:20:41,429:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-16 13:20:45,460:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.030924 seconds ...[0m
2023-09-16 13:20:45,521:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06272[0m
2023-09-16 13:20:45,521:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-16 13:20:45,522:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-16 13:20:49,482:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.960192 seconds ...[0m
2023-09-16 13:20:49,550:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06254[0m
2023-09-16 13:20:49,550:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-16 13:20:49,550:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-16 13:20:53,747:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.196503 seconds ...[0m
2023-09-16 13:20:53,817:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06173[0m
2023-09-16 13:20:53,817:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-16 13:20:53,817:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-16 13:20:57,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.938129 seconds ...[0m
2023-09-16 13:20:57,835:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06189[0m
2023-09-16 13:20:57,836:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-16 13:20:57,836:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-16 13:21:01,907:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.071530 seconds ...[0m
2023-09-16 13:21:10,541:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.572691 seconds ...[0m
2023-09-16 13:21:10,542:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06171[0m
2023-09-16 13:21:10,542:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0292 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0545 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:21:10,542:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-16 13:21:14,645:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.102946 seconds ...[0m
2023-09-16 13:21:14,894:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06101[0m
2023-09-16 13:21:14,894:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-16 13:21:14,894:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-16 13:21:19,088:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.193543 seconds ...[0m
2023-09-16 13:21:19,154:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06128[0m
2023-09-16 13:21:19,154:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-16 13:21:19,154:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-16 13:21:23,262:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.108138 seconds ...[0m
2023-09-16 13:21:23,333:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06119[0m
2023-09-16 13:21:23,333:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-16 13:21:23,333:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-16 13:21:27,421:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.087847 seconds ...[0m
2023-09-16 13:21:27,485:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06114[0m
2023-09-16 13:21:27,485:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-16 13:21:27,485:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-16 13:21:31,495:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009256 seconds ...[0m
2023-09-16 13:21:40,308:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.751567 seconds ...[0m
2023-09-16 13:21:40,308:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0639*** [0m
2023-09-16 13:21:40,331:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06039[0m
2023-09-16 13:21:40,331:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0781 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0550 || NDCG@10 Avg: 0.0639[0m
2023-09-16 13:21:40,331:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-16 13:21:44,308:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.976804 seconds ...[0m
2023-09-16 13:21:44,372:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06024[0m
2023-09-16 13:21:44,372:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-16 13:21:44,372:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-16 13:21:48,406:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.033570 seconds ...[0m
2023-09-16 13:21:48,466:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.05979[0m
2023-09-16 13:21:48,466:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-16 13:21:48,466:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-16 13:21:52,505:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.037930 seconds ...[0m
2023-09-16 13:21:52,568:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06004[0m
2023-09-16 13:21:52,568:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-16 13:21:52,568:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-16 13:21:56,707:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.138183 seconds ...[0m
2023-09-16 13:21:56,786:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.05940[0m
2023-09-16 13:21:56,786:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-16 13:21:56,786:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-16 13:22:00,915:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.128047 seconds ...[0m
2023-09-16 13:22:09,822:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.843416 seconds ...[0m
2023-09-16 13:22:09,822:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.05955[0m
2023-09-16 13:22:09,822:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0779 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:22:09,822:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-16 13:22:13,880:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.057440 seconds ...[0m
2023-09-16 13:22:13,945:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.05928[0m
2023-09-16 13:22:13,945:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-16 13:22:13,945:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-16 13:22:18,071:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.125443 seconds ...[0m
2023-09-16 13:22:18,148:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.05941[0m
2023-09-16 13:22:18,148:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-16 13:22:18,148:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-16 13:22:22,134:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.985538 seconds ...[0m
2023-09-16 13:22:22,195:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.05931[0m
2023-09-16 13:22:22,195:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-16 13:22:22,196:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-16 13:22:26,266:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.069952 seconds ...[0m
2023-09-16 13:22:26,331:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.05774[0m
2023-09-16 13:22:26,331:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-16 13:22:26,331:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-16 13:22:30,384:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.052623 seconds ...[0m
2023-09-16 13:22:39,166:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.716367 seconds ...[0m
2023-09-16 13:22:39,166:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0640*** [0m
2023-09-16 13:22:39,189:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.05796[0m
2023-09-16 13:22:39,189:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0782 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0640[0m
2023-09-16 13:22:39,189:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-16 13:22:43,323:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.133119 seconds ...[0m
2023-09-16 13:22:43,414:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.05766[0m
2023-09-16 13:22:43,414:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-16 13:22:43,414:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-16 13:22:47,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085930 seconds ...[0m
2023-09-16 13:22:47,579:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.05781[0m
2023-09-16 13:22:47,580:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-16 13:22:47,580:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-16 13:22:51,618:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.038307 seconds ...[0m
2023-09-16 13:22:51,682:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.05828[0m
2023-09-16 13:22:51,682:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-16 13:22:51,682:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-16 13:22:55,728:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.045390 seconds ...[0m
2023-09-16 13:22:55,793:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.05792[0m
2023-09-16 13:22:55,794:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-16 13:22:55,794:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-16 13:22:59,736:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.942060 seconds ...[0m
2023-09-16 13:23:08,565:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.764893 seconds ...[0m
2023-09-16 13:23:08,566:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0643*** [0m
2023-09-16 13:23:08,586:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.05754[0m
2023-09-16 13:23:08,586:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0776 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0550 || NDCG@10 Avg: 0.0643[0m
2023-09-16 13:23:08,586:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-16 13:23:12,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.878762 seconds ...[0m
2023-09-16 13:23:12,526:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.05689[0m
2023-09-16 13:23:12,527:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-16 13:23:12,527:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-16 13:23:16,509:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.982678 seconds ...[0m
2023-09-16 13:23:16,568:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.05666[0m
2023-09-16 13:23:16,569:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-16 13:23:16,569:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-16 13:23:20,582:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.013634 seconds ...[0m
2023-09-16 13:23:20,647:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.05728[0m
2023-09-16 13:23:20,648:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-16 13:23:20,648:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-16 13:23:24,637:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989069 seconds ...[0m
2023-09-16 13:23:24,700:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.05677[0m
2023-09-16 13:23:24,700:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-16 13:23:24,700:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-16 13:23:28,809:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.108788 seconds ...[0m
2023-09-16 13:23:37,732:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.794221 seconds ...[0m
2023-09-16 13:23:37,732:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.05569[0m
2023-09-16 13:23:37,732:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:23:37,732:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-16 13:23:41,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.116892 seconds ...[0m
2023-09-16 13:23:41,914:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.05635[0m
2023-09-16 13:23:41,914:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-16 13:23:41,914:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-16 13:23:45,823:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.908493 seconds ...[0m
2023-09-16 13:23:45,898:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.05645[0m
2023-09-16 13:23:45,898:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-16 13:23:45,898:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-16 13:23:49,951:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.052772 seconds ...[0m
2023-09-16 13:23:50,016:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.05544[0m
2023-09-16 13:23:50,016:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-16 13:23:50,016:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-16 13:23:54,045:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.028429 seconds ...[0m
2023-09-16 13:23:54,109:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.05497[0m
2023-09-16 13:23:54,109:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-16 13:23:54,109:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-16 13:23:58,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.944777 seconds ...[0m
2023-09-16 13:24:06,771:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.655646 seconds ...[0m
2023-09-16 13:24:06,771:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0644*** [0m
2023-09-16 13:24:06,798:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.05503[0m
2023-09-16 13:24:06,799:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0786 || HITRATE@10 Avg: 0.1057 || NDCG@5 Avg: 0.0557 || NDCG@10 Avg: 0.0644[0m
2023-09-16 13:24:06,799:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-16 13:24:10,788:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989161 seconds ...[0m
2023-09-16 13:24:10,862:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.05536[0m
2023-09-16 13:24:10,862:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-16 13:24:10,862:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-16 13:24:14,908:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.045569 seconds ...[0m
2023-09-16 13:24:14,980:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.05499[0m
2023-09-16 13:24:14,980:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-16 13:24:14,980:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-16 13:24:19,050:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.070025 seconds ...[0m
2023-09-16 13:24:19,110:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.05401[0m
2023-09-16 13:24:19,110:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-16 13:24:19,110:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-16 13:24:23,022:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.911671 seconds ...[0m
2023-09-16 13:24:23,081:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.05392[0m
2023-09-16 13:24:23,081:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-16 13:24:23,081:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-16 13:24:27,129:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047767 seconds ...[0m
2023-09-16 13:24:35,891:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.676474 seconds ...[0m
2023-09-16 13:24:35,891:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0645*** [0m
2023-09-16 13:24:35,912:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.05464[0m
2023-09-16 13:24:35,912:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0791 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0558 || NDCG@10 Avg: 0.0645[0m
2023-09-16 13:24:35,912:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-16 13:24:39,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.985883 seconds ...[0m
2023-09-16 13:24:39,959:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.05372[0m
2023-09-16 13:24:39,960:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-16 13:24:39,960:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-16 13:24:44,114:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.153899 seconds ...[0m
2023-09-16 13:24:44,193:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.05412[0m
2023-09-16 13:24:44,193:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-16 13:24:44,194:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-16 13:24:48,206:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.012416 seconds ...[0m
2023-09-16 13:24:48,265:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.05408[0m
2023-09-16 13:24:48,265:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-16 13:24:48,265:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-16 13:24:52,256:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.990505 seconds ...[0m
2023-09-16 13:24:52,316:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.05353[0m
2023-09-16 13:24:52,316:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-16 13:24:52,316:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-16 13:24:56,310:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.993038 seconds ...[0m
2023-09-16 13:25:04,962:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.590539 seconds ...[0m
2023-09-16 13:25:04,962:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.05334[0m
2023-09-16 13:25:04,963:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0788 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0640[0m
2023-09-16 13:25:04,963:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-16 13:25:08,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.990875 seconds ...[0m
2023-09-16 13:25:09,022:	[1;34m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.05358[0m
2023-09-16 13:25:09,022:	[1;34m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-16 13:25:09,022:	[1;34m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-16 13:25:13,098:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.075734 seconds ...[0m
2023-09-16 13:25:13,177:	[1;34m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.05277[0m
2023-09-16 13:25:13,177:	[1;34m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-16 13:25:13,177:	[1;34m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-16 13:25:17,125:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.947882 seconds ...[0m
2023-09-16 13:25:17,185:	[1;34m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.05225[0m
2023-09-16 13:25:17,185:	[1;34m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-16 13:25:17,185:	[1;34m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-16 13:25:21,227:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.042302 seconds ...[0m
2023-09-16 13:25:21,296:	[1;34m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.05341[0m
2023-09-16 13:25:21,296:	[1;34m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-16 13:25:21,296:	[1;34m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-16 13:25:25,317:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.021430 seconds ...[0m
2023-09-16 13:25:34,108:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.727810 seconds ...[0m
2023-09-16 13:25:34,108:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0648*** [0m
2023-09-16 13:25:34,128:	[1;34m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.05141[0m
2023-09-16 13:25:34,128:	[1;34m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:25:34,128:	[1;34m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-16 13:25:38,076:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.947980 seconds ...[0m
2023-09-16 13:25:38,138:	[1;34m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.05198[0m
2023-09-16 13:25:38,138:	[1;34m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-16 13:25:38,138:	[1;34m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-16 13:25:42,264:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.125497 seconds ...[0m
2023-09-16 13:25:42,325:	[1;34m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.05139[0m
2023-09-16 13:25:42,325:	[1;34m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-16 13:25:42,325:	[1;34m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-16 13:25:46,366:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.041286 seconds ...[0m
2023-09-16 13:25:46,437:	[1;34m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.05166[0m
2023-09-16 13:25:46,437:	[1;34m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-16 13:25:46,437:	[1;34m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-16 13:25:50,528:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.090786 seconds ...[0m
2023-09-16 13:25:50,599:	[1;34m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.05126[0m
2023-09-16 13:25:50,599:	[1;34m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-16 13:25:50,599:	[1;34m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-16 13:25:54,553:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953974 seconds ...[0m
2023-09-16 13:26:03,306:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.673203 seconds ...[0m
2023-09-16 13:26:03,307:	[1;34m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.05111[0m
2023-09-16 13:26:03,307:	[1;34m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0788 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0561 || NDCG@10 Avg: 0.0646[0m
2023-09-16 13:26:03,307:	[1;34m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-16 13:26:07,254:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.946577 seconds ...[0m
2023-09-16 13:26:07,315:	[1;34m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.05119[0m
2023-09-16 13:26:07,316:	[1;34m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-16 13:26:07,316:	[1;34m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-16 13:26:11,323:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.007577 seconds ...[0m
2023-09-16 13:26:11,390:	[1;34m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.05098[0m
2023-09-16 13:26:11,390:	[1;34m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-16 13:26:11,390:	[1;34m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-16 13:26:15,345:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.955319 seconds ...[0m
2023-09-16 13:26:15,406:	[1;34m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.05034[0m
2023-09-16 13:26:15,406:	[1;34m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-16 13:26:15,407:	[1;34m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-16 13:26:19,363:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.956002 seconds ...[0m
2023-09-16 13:26:19,430:	[1;34m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.05081[0m
2023-09-16 13:26:19,430:	[1;34m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-16 13:26:19,430:	[1;34m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-16 13:26:23,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.087363 seconds ...[0m
2023-09-16 13:26:32,344:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.765084 seconds ...[0m
2023-09-16 13:26:32,345:	[1;34m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.05084[0m
2023-09-16 13:26:32,345:	[1;34m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0789 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0561 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:26:32,345:	[1;34m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-16 13:26:36,329:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.983909 seconds ...[0m
2023-09-16 13:26:36,392:	[1;34m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.05030[0m
2023-09-16 13:26:36,392:	[1;34m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-16 13:26:36,392:	[1;34m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-16 13:26:40,363:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.970313 seconds ...[0m
2023-09-16 13:26:40,425:	[1;34m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.04912[0m
2023-09-16 13:26:40,425:	[1;34m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-16 13:26:40,425:	[1;34m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-16 13:26:44,496:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.070392 seconds ...[0m
2023-09-16 13:26:44,634:	[1;34m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.04993[0m
2023-09-16 13:26:44,634:	[1;34m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-16 13:26:44,634:	[1;34m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-16 13:26:48,653:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.018722 seconds ...[0m
2023-09-16 13:26:48,718:	[1;34m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.04909[0m
2023-09-16 13:26:48,718:	[1;34m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-16 13:26:48,718:	[1;34m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-16 13:26:52,676:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.958213 seconds ...[0m
2023-09-16 13:27:01,486:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.737685 seconds ...[0m
2023-09-16 13:27:01,486:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0649*** [0m
2023-09-16 13:27:01,506:	[1;34m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.04956[0m
2023-09-16 13:27:01,507:	[1;34m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0789 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0562 || NDCG@10 Avg: 0.0649[0m
2023-09-16 13:27:01,507:	[1;34m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-16 13:27:05,652:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.144804 seconds ...[0m
2023-09-16 13:27:05,726:	[1;34m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.04801[0m
2023-09-16 13:27:05,727:	[1;34m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-16 13:27:05,727:	[1;34m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-16 13:27:09,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.982982 seconds ...[0m
2023-09-16 13:27:09,772:	[1;34m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.04930[0m
2023-09-16 13:27:09,772:	[1;34m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-16 13:27:09,772:	[1;34m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-16 13:27:13,815:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.043370 seconds ...[0m
2023-09-16 13:27:13,875:	[1;34m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.04874[0m
2023-09-16 13:27:13,875:	[1;34m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-16 13:27:13,876:	[1;34m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-16 13:27:17,873:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.997038 seconds ...[0m
2023-09-16 13:27:18,021:	[1;34m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.04864[0m
2023-09-16 13:27:18,021:	[1;34m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-16 13:27:18,021:	[1;34m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-16 13:27:22,050:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.029044 seconds ...[0m
2023-09-16 13:27:30,776:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.663894 seconds ...[0m
2023-09-16 13:27:30,777:	[1;34m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.04834[0m
2023-09-16 13:27:30,777:	[1;34m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0793 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0644[0m
2023-09-16 13:27:30,777:	[1;34m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-16 13:27:34,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.991087 seconds ...[0m
2023-09-16 13:27:34,831:	[1;34m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.04895[0m
2023-09-16 13:27:34,831:	[1;34m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-16 13:27:34,832:	[1;34m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-16 13:27:38,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.025148 seconds ...[0m
2023-09-16 13:27:38,923:	[1;34m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.04736[0m
2023-09-16 13:27:38,923:	[1;34m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-16 13:27:38,923:	[1;34m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-16 13:27:42,913:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989388 seconds ...[0m
2023-09-16 13:27:42,982:	[1;34m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.04791[0m
2023-09-16 13:27:42,983:	[1;34m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-16 13:27:42,983:	[1;34m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-16 13:27:47,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.059455 seconds ...[0m
2023-09-16 13:27:47,104:	[1;34m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.04719[0m
2023-09-16 13:27:47,104:	[1;34m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-16 13:27:47,104:	[1;34m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-16 13:27:51,018:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.914037 seconds ...[0m
2023-09-16 13:27:59,835:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.753802 seconds ...[0m
2023-09-16 13:27:59,835:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0650*** [0m
2023-09-16 13:27:59,863:	[1;34m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.04669[0m
2023-09-16 13:27:59,863:	[1;34m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0316 || HITRATE@5 Avg: 0.0794 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0650[0m
2023-09-16 13:27:59,863:	[1;34m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-16 13:28:03,943:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.079448 seconds ...[0m
2023-09-16 13:28:04,002:	[1;34m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.04726[0m
2023-09-16 13:28:04,003:	[1;34m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-16 13:28:04,003:	[1;34m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-16 13:28:08,031:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.028420 seconds ...[0m
2023-09-16 13:28:08,096:	[1;34m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.04678[0m
2023-09-16 13:28:08,097:	[1;34m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-16 13:28:08,097:	[1;34m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-16 13:28:12,175:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.078163 seconds ...[0m
2023-09-16 13:28:12,237:	[1;34m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.04639[0m
2023-09-16 13:28:12,237:	[1;34m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-16 13:28:12,237:	[1;34m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-16 13:28:16,172:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.934823 seconds ...[0m
2023-09-16 13:28:16,235:	[1;34m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.04684[0m
2023-09-16 13:28:16,235:	[1;34m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-16 13:28:16,235:	[1;34m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-16 13:28:20,321:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085496 seconds ...[0m
2023-09-16 13:28:29,008:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.607188 seconds ...[0m
2023-09-16 13:28:29,008:	[1;34m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.04682[0m
2023-09-16 13:28:29,008:	[1;34m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0796 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0562 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:28:29,008:	[1;34m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-16 13:28:33,027:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.018896 seconds ...[0m
2023-09-16 13:28:33,105:	[1;34m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.04681[0m
2023-09-16 13:28:33,105:	[1;34m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-16 13:28:33,105:	[1;34m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-16 13:28:37,210:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.104771 seconds ...[0m
2023-09-16 13:28:37,270:	[1;34m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.04629[0m
2023-09-16 13:28:37,270:	[1;34m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-16 13:28:37,270:	[1;34m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-16 13:28:41,333:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.061944 seconds ...[0m
2023-09-16 13:28:41,405:	[1;34m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.04598[0m
2023-09-16 13:28:41,405:	[1;34m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-16 13:28:41,405:	[1;34m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-16 13:28:45,454:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.048123 seconds ...[0m
2023-09-16 13:28:45,515:	[1;34m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.04574[0m
2023-09-16 13:28:45,515:	[1;34m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-16 13:28:45,515:	[1;34m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-16 13:28:49,480:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.964257 seconds ...[0m
2023-09-16 13:28:58,231:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.691023 seconds ...[0m
2023-09-16 13:28:58,231:	[1;34m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.04609[0m
2023-09-16 13:28:58,231:	[1;34m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0793 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0646[0m
2023-09-16 13:28:58,231:	[1;34m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-16 13:29:02,176:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.945031 seconds ...[0m
2023-09-16 13:29:02,253:	[1;34m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.04594[0m
2023-09-16 13:29:02,254:	[1;34m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-16 13:29:02,254:	[1;34m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-16 13:29:06,231:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.977125 seconds ...[0m
2023-09-16 13:29:06,305:	[1;34m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.04556[0m
2023-09-16 13:29:06,305:	[1;34m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-16 13:29:06,305:	[1;34m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-16 13:29:10,271:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.965140 seconds ...[0m
2023-09-16 13:29:10,334:	[1;34m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.04567[0m
2023-09-16 13:29:10,334:	[1;34m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-16 13:29:10,334:	[1;34m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-16 13:29:14,430:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.096001 seconds ...[0m
2023-09-16 13:29:14,492:	[1;34m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.04510[0m
2023-09-16 13:29:14,492:	[1;34m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-16 13:29:14,492:	[1;34m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-16 13:29:18,458:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.966013 seconds ...[0m
2023-09-16 13:29:27,134:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.612412 seconds ...[0m
2023-09-16 13:29:27,134:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0652*** [0m
2023-09-16 13:29:27,156:	[1;34m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.04425[0m
2023-09-16 13:29:27,156:	[1;34m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0320 || HITRATE@5 Avg: 0.0791 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0564 || NDCG@10 Avg: 0.0652[0m
2023-09-16 13:29:27,156:	[1;34m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-16 13:29:31,070:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.913668 seconds ...[0m
2023-09-16 13:29:31,135:	[1;34m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.04529[0m
2023-09-16 13:29:31,135:	[1;34m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-16 13:29:31,136:	[1;34m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-16 13:29:35,215:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.078858 seconds ...[0m
2023-09-16 13:29:35,277:	[1;34m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.04428[0m
2023-09-16 13:29:35,277:	[1;34m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-16 13:29:35,277:	[1;34m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-16 13:29:39,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.132612 seconds ...[0m
2023-09-16 13:29:39,476:	[1;34m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.04443[0m
2023-09-16 13:29:39,476:	[1;34m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-16 13:29:39,476:	[1;34m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-16 13:29:43,607:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.130561 seconds ...[0m
2023-09-16 13:29:43,678:	[1;34m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.04413[0m
2023-09-16 13:29:43,678:	[1;34m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-16 13:29:43,678:	[1;34m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-16 13:29:47,699:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.021122 seconds ...[0m
2023-09-16 13:29:56,387:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.628225 seconds ...[0m
2023-09-16 13:29:56,387:	[1;34m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.04440[0m
2023-09-16 13:29:56,387:	[1;34m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0793 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0561 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:29:56,388:	[1;34m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-16 13:30:00,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.962078 seconds ...[0m
2023-09-16 13:30:00,419:	[1;34m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.04425[0m
2023-09-16 13:30:00,419:	[1;34m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-16 13:30:00,419:	[1;34m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-16 13:30:04,634:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.214351 seconds ...[0m
2023-09-16 13:30:04,709:	[1;34m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.04389[0m
2023-09-16 13:30:04,709:	[1;34m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-16 13:30:04,709:	[1;34m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-16 13:30:08,861:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.151566 seconds ...[0m
2023-09-16 13:30:08,922:	[1;34m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.04311[0m
2023-09-16 13:30:08,922:	[1;34m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-16 13:30:08,923:	[1;34m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-16 13:30:12,987:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.063827 seconds ...[0m
2023-09-16 13:30:13,047:	[1;34m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.04363[0m
2023-09-16 13:30:13,047:	[1;34m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-16 13:30:13,047:	[1;34m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-16 13:30:16,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.918439 seconds ...[0m
2023-09-16 13:30:25,676:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.649835 seconds ...[0m
2023-09-16 13:30:25,677:	[1;34m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.04365[0m
2023-09-16 13:30:25,677:	[1;34m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0798 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0649[0m
2023-09-16 13:30:25,677:	[1;34m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-16 13:30:29,698:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.020585 seconds ...[0m
2023-09-16 13:30:29,774:	[1;34m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.04288[0m
2023-09-16 13:30:29,774:	[1;34m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-16 13:30:29,774:	[1;34m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-16 13:30:33,804:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.028966 seconds ...[0m
2023-09-16 13:30:33,871:	[1;34m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.04232[0m
2023-09-16 13:30:33,871:	[1;34m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-16 13:30:33,871:	[1;34m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-16 13:30:37,909:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.037588 seconds ...[0m
2023-09-16 13:30:37,973:	[1;34m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.04273[0m
2023-09-16 13:30:37,973:	[1;34m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-16 13:30:37,973:	[1;34m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-16 13:30:41,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989707 seconds ...[0m
2023-09-16 13:30:42,037:	[1;34m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.04301[0m
2023-09-16 13:30:42,037:	[1;34m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-16 13:30:42,038:	[1;34m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-16 13:30:46,090:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.052529 seconds ...[0m
2023-09-16 13:30:54,752:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.587513 seconds ...[0m
2023-09-16 13:30:54,754:	[1;34m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.04227[0m
2023-09-16 13:30:54,754:	[1;34m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0795 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0564 || NDCG@10 Avg: 0.0651[0m
2023-09-16 13:30:54,755:	[1;34m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-16 13:30:58,839:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.083916 seconds ...[0m
2023-09-16 13:30:58,902:	[1;34m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.04270[0m
2023-09-16 13:30:58,903:	[1;34m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-16 13:30:58,903:	[1;34m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-16 13:31:02,923:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.019683 seconds ...[0m
2023-09-16 13:31:02,997:	[1;34m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.04210[0m
2023-09-16 13:31:02,997:	[1;34m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-16 13:31:02,997:	[1;34m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-16 13:31:07,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.057165 seconds ...[0m
2023-09-16 13:31:07,118:	[1;34m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.04198[0m
2023-09-16 13:31:07,118:	[1;34m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-16 13:31:07,119:	[1;34m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-16 13:31:11,216:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.097058 seconds ...[0m
2023-09-16 13:31:11,286:	[1;34m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.04189[0m
2023-09-16 13:31:11,286:	[1;34m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-16 13:31:11,286:	[1;34m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-16 13:31:15,349:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.062900 seconds ...[0m
2023-09-16 13:31:24,060:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.646027 seconds ...[0m
2023-09-16 13:31:24,061:	[1;34m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.04145[0m
2023-09-16 13:31:24,061:	[1;34m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0805 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0564 || NDCG@10 Avg: 0.0647[0m
2023-09-16 13:31:24,061:	[1;34m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-16 13:31:28,049:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.988061 seconds ...[0m
2023-09-16 13:31:28,123:	[1;34m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.04135[0m
2023-09-16 13:31:28,123:	[1;34m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-16 13:31:28,124:	[1;34m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-16 13:31:32,180:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.056199 seconds ...[0m
2023-09-16 13:31:32,241:	[1;34m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.04148[0m
2023-09-16 13:31:32,241:	[1;34m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-16 13:31:32,241:	[1;34m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-16 13:31:36,192:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.950827 seconds ...[0m
2023-09-16 13:31:36,252:	[1;34m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.04149[0m
2023-09-16 13:31:36,252:	[1;34m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-16 13:31:36,252:	[1;34m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-16 13:31:40,218:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.965677 seconds ...[0m
2023-09-16 13:31:40,284:	[1;34m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.04108[0m
2023-09-16 13:31:40,285:	[1;34m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-16 13:31:40,285:	[1;34m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-16 13:31:44,381:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.096483 seconds ...[0m
2023-09-16 13:31:53,031:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.585536 seconds ...[0m
2023-09-16 13:31:53,032:	[1;34m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.04050[0m
2023-09-16 13:31:53,032:	[1;34m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0805 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:31:53,032:	[1;34m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-16 13:31:57,048:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016235 seconds ...[0m
2023-09-16 13:31:57,136:	[1;34m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.04121[0m
2023-09-16 13:31:57,136:	[1;34m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-16 13:31:57,136:	[1;34m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-16 13:32:01,146:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009523 seconds ...[0m
2023-09-16 13:32:01,206:	[1;34m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.04102[0m
2023-09-16 13:32:01,206:	[1;34m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-16 13:32:01,206:	[1;34m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-16 13:32:05,202:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.995648 seconds ...[0m
2023-09-16 13:32:05,264:	[1;34m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.04054[0m
2023-09-16 13:32:05,264:	[1;34m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-16 13:32:05,264:	[1;34m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-16 13:32:09,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.013696 seconds ...[0m
2023-09-16 13:32:09,337:	[1;34m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.04015[0m
2023-09-16 13:32:09,338:	[1;34m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-16 13:32:09,338:	[1;34m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-16 13:32:13,304:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.965949 seconds ...[0m
2023-09-16 13:32:22,082:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.715415 seconds ...[0m
2023-09-16 13:32:22,083:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0653*** [0m
2023-09-16 13:32:22,103:	[1;34m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.04027[0m
2023-09-16 13:32:22,103:	[1;34m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0806 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0568 || NDCG@10 Avg: 0.0653[0m
2023-09-16 13:32:22,103:	[1;34m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-16 13:32:26,019:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.915183 seconds ...[0m
2023-09-16 13:32:26,079:	[1;34m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.04055[0m
2023-09-16 13:32:26,079:	[1;34m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-16 13:32:26,080:	[1;34m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-16 13:32:30,043:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.963090 seconds ...[0m
2023-09-16 13:32:30,108:	[1;34m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.04013[0m
2023-09-16 13:32:30,109:	[1;34m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-16 13:32:30,109:	[1;34m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-16 13:32:34,310:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.201171 seconds ...[0m
2023-09-16 13:32:34,372:	[1;34m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.03970[0m
2023-09-16 13:32:34,372:	[1;34m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-16 13:32:34,372:	[1;34m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-16 13:32:38,317:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.944380 seconds ...[0m
2023-09-16 13:32:38,380:	[1;34m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.03983[0m
2023-09-16 13:32:38,380:	[1;34m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-16 13:32:38,380:	[1;34m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-16 13:32:42,491:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.110476 seconds ...[0m
2023-09-16 13:32:51,282:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.707962 seconds ...[0m
2023-09-16 13:32:51,283:	[1;34m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.03920[0m
2023-09-16 13:32:51,283:	[1;34m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0317 || HITRATE@5 Avg: 0.0804 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0568 || NDCG@10 Avg: 0.0650[0m
2023-09-16 13:32:51,283:	[1;34m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-16 13:32:55,275:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.992463 seconds ...[0m
2023-09-16 13:32:55,350:	[1;34m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.04006[0m
2023-09-16 13:32:55,350:	[1;34m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-16 13:32:55,350:	[1;34m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-16 13:32:59,318:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.968269 seconds ...[0m
2023-09-16 13:32:59,445:	[1;34m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.03935[0m
2023-09-16 13:32:59,445:	[1;34m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-16 13:32:59,445:	[1;34m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-16 13:33:03,452:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.006376 seconds ...[0m
2023-09-16 13:33:03,538:	[1;34m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.03920[0m
2023-09-16 13:33:03,538:	[1;34m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-16 13:33:03,538:	[1;34m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-16 13:33:07,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.940854 seconds ...[0m
2023-09-16 13:33:07,548:	[1;34m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.03894[0m
2023-09-16 13:33:07,548:	[1;34m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-16 13:33:07,548:	[1;34m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-16 13:33:11,733:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.184927 seconds ...[0m
2023-09-16 13:33:20,305:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.512359 seconds ...[0m
2023-09-16 13:33:20,306:	[1;34m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.03822[0m
2023-09-16 13:33:20,306:	[1;34m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0805 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0568 || NDCG@10 Avg: 0.0651[0m
2023-09-16 13:33:20,306:	[1;34m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-16 13:33:24,242:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.936241 seconds ...[0m
2023-09-16 13:33:24,308:	[1;34m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.03892[0m
2023-09-16 13:33:24,308:	[1;34m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-16 13:33:24,308:	[1;34m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-16 13:33:28,429:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.120236 seconds ...[0m
2023-09-16 13:33:28,506:	[1;34m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.03833[0m
2023-09-16 13:33:28,506:	[1;34m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-16 13:33:28,506:	[1;34m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-16 13:33:32,473:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.966668 seconds ...[0m
2023-09-16 13:33:32,606:	[1;34m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.03817[0m
2023-09-16 13:33:32,606:	[1;34m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-16 13:33:32,606:	[1;34m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-16 13:33:36,616:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009925 seconds ...[0m
2023-09-16 13:33:36,679:	[1;34m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.03804[0m
2023-09-16 13:33:36,680:	[1;34m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-16 13:33:36,680:	[1;34m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-16 13:33:40,610:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.930120 seconds ...[0m
2023-09-16 13:33:49,372:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.685951 seconds ...[0m
2023-09-16 13:33:49,372:	[1;34m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.03830[0m
2023-09-16 13:33:49,372:	[1;34m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0797 || HITRATE@10 Avg: 0.1071 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:33:49,372:	[1;34m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-16 13:33:53,441:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.067965 seconds ...[0m
2023-09-16 13:33:53,508:	[1;34m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.03819[0m
2023-09-16 13:33:53,508:	[1;34m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-16 13:33:53,508:	[1;34m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-16 13:33:57,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.101444 seconds ...[0m
2023-09-16 13:33:57,674:	[1;34m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.03814[0m
2023-09-16 13:33:57,674:	[1;34m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-16 13:33:57,674:	[1;34m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-16 13:34:01,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.093080 seconds ...[0m
2023-09-16 13:34:01,828:	[1;34m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.03825[0m
2023-09-16 13:34:01,828:	[1;34m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-16 13:34:01,828:	[1;34m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-16 13:34:05,846:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.017139 seconds ...[0m
2023-09-16 13:34:05,922:	[1;34m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.03814[0m
2023-09-16 13:34:05,922:	[1;34m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-16 13:34:05,922:	[1;34m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-16 13:34:09,946:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.023978 seconds ...[0m
2023-09-16 13:34:18,661:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.648988 seconds ...[0m
2023-09-16 13:34:18,662:	[1;34m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.03749[0m
2023-09-16 13:34:18,662:	[1;34m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0316 || HITRATE@5 Avg: 0.0789 || HITRATE@10 Avg: 0.1069 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0650[0m
2023-09-16 13:34:18,662:	[1;34m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-16 13:34:22,781:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.118587 seconds ...[0m
2023-09-16 13:34:22,858:	[1;34m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.03686[0m
2023-09-16 13:34:22,858:	[1;34m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-16 13:34:22,858:	[1;34m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-16 13:34:26,865:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.007308 seconds ...[0m
2023-09-16 13:34:26,924:	[1;34m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.03762[0m
2023-09-16 13:34:26,924:	[1;34m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-16 13:34:26,925:	[1;34m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-16 13:34:31,043:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.117928 seconds ...[0m
2023-09-16 13:34:31,104:	[1;34m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.03746[0m
2023-09-16 13:34:31,104:	[1;34m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-16 13:34:31,105:	[1;34m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-16 13:34:35,062:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.957485 seconds ...[0m
2023-09-16 13:34:35,123:	[1;34m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.03727[0m
2023-09-16 13:34:35,124:	[1;34m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-16 13:34:35,124:	[1;34m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-16 13:34:38,993:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.868786 seconds ...[0m
2023-09-16 13:34:47,852:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.777906 seconds ...[0m
2023-09-16 13:34:47,853:	[1;34m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.03715[0m
2023-09-16 13:34:47,853:	[1;34m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0796 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0651[0m
2023-09-16 13:34:47,853:	[1;34m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-16 13:34:51,894:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.040276 seconds ...[0m
2023-09-16 13:34:51,955:	[1;34m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.03686[0m
2023-09-16 13:34:51,955:	[1;34m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-16 13:34:51,955:	[1;34m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-16 13:34:55,885:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.930440 seconds ...[0m
2023-09-16 13:34:55,958:	[1;34m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.03674[0m
2023-09-16 13:34:55,958:	[1;34m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-16 13:34:55,958:	[1;34m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-16 13:34:59,979:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.020400 seconds ...[0m
2023-09-16 13:35:00,042:	[1;34m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.03657[0m
2023-09-16 13:35:00,043:	[1;34m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-16 13:35:00,043:	[1;34m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-16 13:35:03,940:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.897259 seconds ...[0m
2023-09-16 13:35:03,999:	[1;34m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.03686[0m
2023-09-16 13:35:04,000:	[1;34m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-16 13:35:04,000:	[1;34m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-16 13:35:07,897:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.897208 seconds ...[0m
2023-09-16 13:35:16,613:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.652150 seconds ...[0m
2023-09-16 13:35:16,613:	[1;34m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.03641[0m
2023-09-16 13:35:16,614:	[1;34m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0797 || HITRATE@10 Avg: 0.1073 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0652[0m
2023-09-16 13:35:16,614:	[1;34m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-16 13:35:20,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.967441 seconds ...[0m
2023-09-16 13:35:20,656:	[1;34m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.03580[0m
2023-09-16 13:35:20,656:	[1;34m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-16 13:35:20,656:	[1;34m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-16 13:35:24,586:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.929055 seconds ...[0m
2023-09-16 13:35:24,645:	[1;34m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.03599[0m
2023-09-16 13:35:24,645:	[1;34m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-16 13:35:24,645:	[1;34m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-16 13:35:28,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.103928 seconds ...[0m
2023-09-16 13:35:28,838:	[1;34m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.03610[0m
2023-09-16 13:35:28,838:	[1;34m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-16 13:35:28,838:	[1;34m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-16 13:35:32,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.053233 seconds ...[0m
2023-09-16 13:35:32,952:	[1;34m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.03641[0m
2023-09-16 13:35:32,952:	[1;34m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-16 13:35:32,952:	[1;34m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-16 13:35:36,901:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.948303 seconds ...[0m
2023-09-16 13:35:45,787:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.824948 seconds ...[0m
2023-09-16 13:35:45,788:	[1;34m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.03652[0m
2023-09-16 13:35:45,788:	[1;34m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0802 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0565 || NDCG@10 Avg: 0.0651[0m
2023-09-16 13:35:45,788:	[1;34m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-16 13:35:49,902:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.114266 seconds ...[0m
2023-09-16 13:35:49,969:	[1;34m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.03625[0m
2023-09-16 13:35:49,970:	[1;34m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-16 13:35:49,970:	[1;34m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-16 13:35:53,979:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009080 seconds ...[0m
2023-09-16 13:35:54,043:	[1;34m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.03572[0m
2023-09-16 13:35:54,043:	[1;34m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-16 13:35:54,044:	[1;34m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-16 13:35:58,153:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.109025 seconds ...[0m
2023-09-16 13:35:58,214:	[1;34m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.03598[0m
2023-09-16 13:35:58,214:	[1;34m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-16 13:35:58,214:	[1;34m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-16 13:36:02,224:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009530 seconds ...[0m
2023-09-16 13:36:02,288:	[1;34m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.03583[0m
2023-09-16 13:36:02,289:	[1;34m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-16 13:36:02,289:	[1;34m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-16 13:36:06,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.006876 seconds ...[0m
2023-09-16 13:36:14,991:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.627959 seconds ...[0m
2023-09-16 13:36:14,991:	[1;34m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.03510[0m
2023-09-16 13:36:14,991:	[1;34m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0801 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0565 || NDCG@10 Avg: 0.0650[0m
2023-09-16 13:36:14,991:	[1;34m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-16 13:36:19,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.052106 seconds ...[0m
2023-09-16 13:36:19,109:	[1;34m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.03556[0m
2023-09-16 13:36:19,109:	[1;34m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-16 13:36:19,109:	[1;34m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-16 13:36:23,136:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.026652 seconds ...[0m
2023-09-16 13:36:23,212:	[1;34m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.03555[0m
2023-09-16 13:36:23,212:	[1;34m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-16 13:36:23,213:	[1;34m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-16 13:36:27,267:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.054291 seconds ...[0m
2023-09-16 13:36:27,328:	[1;34m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.03506[0m
2023-09-16 13:36:27,328:	[1;34m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-16 13:36:27,328:	[1;34m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-16 13:36:31,399:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.070817 seconds ...[0m
2023-09-16 13:36:31,468:	[1;34m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.03493[0m
2023-09-16 13:36:31,469:	[1;34m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-16 13:36:31,469:	[1;34m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-16 13:36:35,619:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.150141 seconds ...[0m
2023-09-16 13:36:44,503:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.823132 seconds ...[0m
2023-09-16 13:36:44,504:	[1;34m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.03513[0m
2023-09-16 13:36:44,504:	[1;34m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0802 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0565 || NDCG@10 Avg: 0.0649[0m
2023-09-16 13:36:44,504:	[1;34m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-16 13:36:48,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.906343 seconds ...[0m
2023-09-16 13:36:48,471:	[1;34m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.03479[0m
2023-09-16 13:36:48,472:	[1;34m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-16 13:36:48,472:	[1;34m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-16 13:36:52,421:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.948810 seconds ...[0m
2023-09-16 13:36:52,494:	[1;34m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.03486[0m
2023-09-16 13:36:52,494:	[1;34m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-16 13:36:52,494:	[1;34m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-16 13:36:56,450:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.955726 seconds ...[0m
2023-09-16 13:36:56,517:	[1;34m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.03481[0m
2023-09-16 13:36:56,518:	[1;34m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-16 13:36:56,518:	[1;34m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-16 13:37:00,583:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.065351 seconds ...[0m
2023-09-16 13:37:00,645:	[1;34m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.03456[0m
2023-09-16 13:37:00,645:	[1;34m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-16 13:37:00,645:	[1;34m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-16 13:37:04,660:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.013979 seconds ...[0m
2023-09-16 13:37:13,374:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.650687 seconds ...[0m
2023-09-16 13:37:13,374:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0655*** [0m
2023-09-16 13:37:13,393:	[1;34m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.03505[0m
2023-09-16 13:37:13,393:	[1;34m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0807 || HITRATE@10 Avg: 0.1066 || NDCG@5 Avg: 0.0571 || NDCG@10 Avg: 0.0655[0m
2023-09-16 13:37:13,393:	[1;34m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-16 13:37:17,329:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.935520 seconds ...[0m
2023-09-16 13:37:17,390:	[1;34m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.03448[0m
2023-09-16 13:37:17,390:	[1;34m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-16 13:37:17,390:	[1;34m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-16 13:37:21,472:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.081732 seconds ...[0m
2023-09-16 13:37:21,535:	[1;34m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.03431[0m
2023-09-16 13:37:21,536:	[1;34m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-16 13:37:21,536:	[1;34m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-16 13:37:25,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.982185 seconds ...[0m
2023-09-16 13:37:25,578:	[1;34m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.03421[0m
2023-09-16 13:37:25,578:	[1;34m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-16 13:37:25,578:	[1;34m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-16 13:37:29,568:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.989178 seconds ...[0m
2023-09-16 13:37:29,643:	[1;34m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.03386[0m
2023-09-16 13:37:29,643:	[1;34m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-16 13:37:29,643:	[1;34m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-16 13:37:33,641:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.998042 seconds ...[0m
2023-09-16 13:37:42,422:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.719212 seconds ...[0m
2023-09-16 13:37:42,423:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0657*** [0m
2023-09-16 13:37:42,442:	[1;34m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.03480[0m
2023-09-16 13:37:42,443:	[1;34m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0806 || HITRATE@10 Avg: 0.1077 || NDCG@5 Avg: 0.0569 || NDCG@10 Avg: 0.0657[0m
2023-09-16 13:37:42,443:	[1;34m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-16 13:37:46,472:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.028954 seconds ...[0m
2023-09-16 13:37:46,559:	[1;34m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.03470[0m
2023-09-16 13:37:46,559:	[1;34m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-16 13:37:46,559:	[1;34m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-16 13:37:50,489:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.929994 seconds ...[0m
2023-09-16 13:37:50,570:	[1;34m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.03381[0m
2023-09-16 13:37:50,570:	[1;34m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-16 13:37:50,570:	[1;34m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-16 13:37:54,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.039105 seconds ...[0m
2023-09-16 13:37:54,695:	[1;34m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.03383[0m
2023-09-16 13:37:54,695:	[1;34m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-16 13:37:54,696:	[1;34m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-16 13:37:58,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.020956 seconds ...[0m
2023-09-16 13:37:58,782:	[1;34m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.03310[0m
2023-09-16 13:37:58,782:	[1;34m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-16 13:37:58,782:	[1;34m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-16 13:38:02,761:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.978194 seconds ...[0m
2023-09-16 13:38:11,503:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.679018 seconds ...[0m
2023-09-16 13:38:11,504:	[1;34m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.03361[0m
2023-09-16 13:38:11,504:	[1;34m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0799 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0567 || NDCG@10 Avg: 0.0651[0m
2023-09-16 13:38:11,504:	[1;34m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-16 13:38:15,441:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.937271 seconds ...[0m
2023-09-16 13:38:15,500:	[1;34m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.03354[0m
2023-09-16 13:38:15,500:	[1;34m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-16 13:38:15,501:	[1;34m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-16 13:38:19,454:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953057 seconds ...[0m
2023-09-16 13:38:19,515:	[1;34m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.03370[0m
2023-09-16 13:38:19,515:	[1;34m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-16 13:38:19,515:	[1;34m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-16 13:38:23,575:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.060081 seconds ...[0m
2023-09-16 13:38:23,647:	[1;34m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.03274[0m
2023-09-16 13:38:23,648:	[1;34m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-16 13:38:23,648:	[1;34m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-16 13:38:27,579:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.930873 seconds ...[0m
2023-09-16 13:38:27,639:	[1;34m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.03346[0m
2023-09-16 13:38:27,639:	[1;34m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-16 13:38:27,639:	[1;34m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-16 13:38:31,587:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.947970 seconds ...[0m
2023-09-16 13:38:40,381:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.734788 seconds ...[0m
2023-09-16 13:38:40,382:	[1;34m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.03299[0m
2023-09-16 13:38:40,382:	[1;34m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0316 || HITRATE@5 Avg: 0.0800 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0569 || NDCG@10 Avg: 0.0656[0m
2023-09-16 13:38:40,382:	[1;34m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-16 13:38:44,443:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.060545 seconds ...[0m
2023-09-16 13:38:44,515:	[1;34m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.03285[0m
2023-09-16 13:38:44,516:	[1;34m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-16 13:38:44,516:	[1;34m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-16 13:38:48,555:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.039577 seconds ...[0m
2023-09-16 13:38:48,624:	[1;34m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.03218[0m
2023-09-16 13:38:48,624:	[1;34m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-16 13:38:48,624:	[1;34m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-16 13:38:52,623:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.998700 seconds ...[0m
2023-09-16 13:38:52,687:	[1;34m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.03327[0m
2023-09-16 13:38:52,687:	[1;34m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-16 13:38:52,687:	[1;34m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-16 13:38:56,662:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.974365 seconds ...[0m
2023-09-16 13:38:56,734:	[1;34m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.03282[0m
2023-09-16 13:38:56,735:	[1;34m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-16 13:38:56,735:	[1;34m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-16 13:39:00,815:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.079756 seconds ...[0m
2023-09-16 13:39:09,502:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.624978 seconds ...[0m
2023-09-16 13:39:09,502:	[1;34m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.03229[0m
2023-09-16 13:39:09,502:	[1;34m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0798 || HITRATE@10 Avg: 0.1069 || NDCG@5 Avg: 0.0565 || NDCG@10 Avg: 0.0653[0m
2023-09-16 13:39:09,502:	[1;34m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-16 13:39:13,475:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.973025 seconds ...[0m
2023-09-16 13:39:13,545:	[1;34m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.03270[0m
2023-09-16 13:39:13,545:	[1;34m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-16 13:39:13,545:	[1;34m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-16 13:39:17,604:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.059282 seconds ...[0m
2023-09-16 13:39:17,666:	[1;34m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.03228[0m
2023-09-16 13:39:17,666:	[1;34m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-16 13:39:17,666:	[1;34m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-16 13:39:21,655:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.988834 seconds ...[0m
2023-09-16 13:39:21,734:	[1;34m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.03201[0m
2023-09-16 13:39:21,734:	[1;34m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-16 13:39:21,734:	[1;34m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-16 13:39:25,726:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.991631 seconds ...[0m
2023-09-16 13:39:25,788:	[1;34m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.03292[0m
2023-09-16 13:39:25,789:	[1;34m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-16 13:39:25,789:	[1;34m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-16 13:39:29,837:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.048583 seconds ...[0m
2023-09-16 13:39:38,561:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.660110 seconds ...[0m
2023-09-16 13:39:38,562:	[1;34m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.03227[0m
2023-09-16 13:39:38,562:	[1;34m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0802 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0562 || NDCG@10 Avg: 0.0647[0m
2023-09-16 13:39:38,562:	[1;34m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-16 13:39:42,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009423 seconds ...[0m
2023-09-16 13:39:42,641:	[1;34m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.03251[0m
2023-09-16 13:39:42,641:	[1;34m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-16 13:39:42,641:	[1;34m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-16 13:39:46,666:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.024544 seconds ...[0m
2023-09-16 13:39:46,753:	[1;34m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.03185[0m
2023-09-16 13:39:46,754:	[1;34m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-16 13:39:46,754:	[1;34m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-16 13:39:50,804:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.050000 seconds ...[0m
2023-09-16 13:39:50,877:	[1;34m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.03250[0m
2023-09-16 13:39:50,877:	[1;34m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-16 13:39:50,877:	[1;34m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-16 13:39:54,810:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.932233 seconds ...[0m
2023-09-16 13:39:54,870:	[1;34m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.03295[0m
2023-09-16 13:39:54,870:	[1;34m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-16 13:39:54,870:	[1;34m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-16 13:39:58,874:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.003932 seconds ...[0m
2023-09-16 13:40:07,778:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.838696 seconds ...[0m
2023-09-16 13:40:07,778:	[1;34m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.03174[0m
2023-09-16 13:40:07,779:	[1;34m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0803 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0562 || NDCG@10 Avg: 0.0645[0m
2023-09-16 13:40:07,779:	[1;34m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-16 13:40:11,757:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.978410 seconds ...[0m
2023-09-16 13:40:11,831:	[1;34m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.03207[0m
2023-09-16 13:40:11,831:	[1;34m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-16 13:40:11,831:	[1;34m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-16 13:40:15,927:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.095510 seconds ...[0m
2023-09-16 13:40:15,992:	[1;34m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.03186[0m
2023-09-16 13:40:15,992:	[1;34m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-16 13:40:15,992:	[1;34m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-16 13:40:20,016:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.024145 seconds ...[0m
2023-09-16 13:40:20,077:	[1;34m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.03177[0m
2023-09-16 13:40:20,078:	[1;34m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-16 13:40:20,078:	[1;34m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-16 13:40:24,093:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.015138 seconds ...[0m
2023-09-16 13:40:24,158:	[1;34m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.03181[0m
2023-09-16 13:40:24,158:	[1;34m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-16 13:40:24,158:	[1;34m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-16 13:40:28,237:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.079173 seconds ...[0m
2023-09-16 13:40:37,167:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.861058 seconds ...[0m
2023-09-16 13:40:37,167:	[1;34m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.03103[0m
2023-09-16 13:40:37,168:	[1;34m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0802 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0561 || NDCG@10 Avg: 0.0646[0m
2023-09-16 13:40:37,168:	[1;34m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-16 13:40:41,275:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.107499 seconds ...[0m
2023-09-16 13:40:41,341:	[1;34m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.03179[0m
2023-09-16 13:40:41,341:	[1;34m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-16 13:40:41,341:	[1;34m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-16 13:40:45,346:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.004338 seconds ...[0m
2023-09-16 13:40:45,406:	[1;34m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.03133[0m
2023-09-16 13:40:45,407:	[1;34m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-16 13:40:45,407:	[1;34m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-16 13:40:49,419:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.011790 seconds ...[0m
2023-09-16 13:40:49,482:	[1;34m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.03151[0m
2023-09-16 13:40:49,482:	[1;34m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-16 13:40:49,482:	[1;34m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-16 13:40:53,494:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.011372 seconds ...[0m
2023-09-16 13:40:53,556:	[1;34m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.03161[0m
2023-09-16 13:40:53,557:	[1;34m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-16 13:40:53,557:	[1;34m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-16 13:40:57,641:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.083796 seconds ...[0m
2023-09-16 13:41:06,634:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.922388 seconds ...[0m
2023-09-16 13:41:06,634:	[1;34m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.03127[0m
2023-09-16 13:41:06,634:	[1;34m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0801 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0647[0m
2023-09-16 13:41:06,635:	[1;34m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-16 13:41:10,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.075615 seconds ...[0m
2023-09-16 13:41:10,789:	[1;34m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.03102[0m
2023-09-16 13:41:10,789:	[1;34m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-16 13:41:10,789:	[1;34m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-16 13:41:14,780:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.990604 seconds ...[0m
2023-09-16 13:41:14,845:	[1;34m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.03107[0m
2023-09-16 13:41:14,845:	[1;34m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-16 13:41:14,845:	[1;34m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-16 13:41:18,893:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.047517 seconds ...[0m
2023-09-16 13:41:18,954:	[1;34m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.03108[0m
2023-09-16 13:41:18,954:	[1;34m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-16 13:41:18,954:	[1;34m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-16 13:41:22,962:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.008008 seconds ...[0m
2023-09-16 13:41:23,040:	[1;34m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.03093[0m
2023-09-16 13:41:23,040:	[1;34m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-16 13:41:23,040:	[1;34m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-16 13:41:27,166:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.125036 seconds ...[0m
2023-09-16 13:41:35,883:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.651270 seconds ...[0m
2023-09-16 13:41:35,883:	[1;34m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.03125[0m
2023-09-16 13:41:35,883:	[1;34m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0803 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:41:35,883:	[1;34m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-16 13:41:39,921:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.037133 seconds ...[0m
2023-09-16 13:41:39,982:	[1;34m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.03075[0m
2023-09-16 13:41:39,982:	[1;34m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-16 13:41:39,983:	[1;34m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-16 13:41:44,019:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.036187 seconds ...[0m
2023-09-16 13:41:44,092:	[1;34m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.03072[0m
2023-09-16 13:41:44,093:	[1;34m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-16 13:41:44,093:	[1;34m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-16 13:41:48,239:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.145967 seconds ...[0m
2023-09-16 13:41:48,315:	[1;34m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.03086[0m
2023-09-16 13:41:48,315:	[1;34m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-16 13:41:48,315:	[1;34m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-16 13:41:52,357:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.041959 seconds ...[0m
2023-09-16 13:41:52,434:	[1;34m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.03029[0m
2023-09-16 13:41:52,434:	[1;34m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-16 13:41:52,434:	[1;34m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-16 13:41:56,524:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.089962 seconds ...[0m
2023-09-16 13:42:05,452:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.865564 seconds ...[0m
2023-09-16 13:42:05,453:	[1;34m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.03029[0m
2023-09-16 13:42:05,453:	[1;34m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0812 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0569 || NDCG@10 Avg: 0.0648[0m
2023-09-16 13:42:05,453:	[1;34m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-16 13:42:09,498:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.044776 seconds ...[0m
2023-09-16 13:42:09,584:	[1;34m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.03059[0m
2023-09-16 13:42:09,585:	[1;34m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-16 13:42:09,585:	[1;34m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-16 13:42:13,599:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.013839 seconds ...[0m
2023-09-16 13:42:13,661:	[1;34m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.03015[0m
2023-09-16 13:42:13,661:	[1;34m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-16 13:42:13,662:	[1;34m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-16 13:42:17,696:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.034399 seconds ...[0m
2023-09-16 13:42:17,763:	[1;34m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.03008[0m
2023-09-16 13:42:17,763:	[1;34m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-16 13:42:17,763:	[1;34m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-16 13:42:21,752:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.988345 seconds ...[0m
2023-09-16 13:42:21,828:	[1;34m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.03107[0m
2023-09-16 13:42:21,828:	[1;34m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-16 13:42:21,828:	[1;34m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-16 13:42:25,844:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.016122 seconds ...[0m
2023-09-16 13:42:34,718:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.810400 seconds ...[0m
2023-09-16 13:42:34,718:	[1;34m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.03109[0m
2023-09-16 13:42:34,718:	[1;34m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0804 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0645[0m
2023-09-16 13:42:34,718:	[1;34m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-16 13:42:38,802:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.083198 seconds ...[0m
2023-09-16 13:42:38,874:	[1;34m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.03004[0m
2023-09-16 13:42:38,874:	[1;34m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-16 13:42:38,875:	[1;34m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-16 13:42:42,951:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.076644 seconds ...[0m
2023-09-16 13:42:43,023:	[1;34m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.02986[0m
2023-09-16 13:42:43,023:	[1;34m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-16 13:42:43,023:	[1;34m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-16 13:42:47,214:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.190462 seconds ...[0m
2023-09-16 13:42:47,275:	[1;34m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.02987[0m
2023-09-16 13:42:47,275:	[1;34m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-16 13:42:47,275:	[1;34m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-16 13:42:51,291:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.015873 seconds ...[0m
2023-09-16 13:42:51,358:	[1;34m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.02998[0m
2023-09-16 13:42:51,358:	[1;34m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-16 13:42:51,358:	[1;34m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-16 13:42:55,454:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.095136 seconds ...[0m
2023-09-16 13:43:04,198:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.665287 seconds ...[0m
2023-09-16 13:43:04,199:	[1;34m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.03038[0m
2023-09-16 13:43:04,199:	[1;34m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0806 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0567 || NDCG@10 Avg: 0.0650[0m
2023-09-16 13:43:04,199:	[1;34m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-16 13:43:08,269:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.069808 seconds ...[0m
2023-09-16 13:43:08,337:	[1;34m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.02979[0m
2023-09-16 13:43:08,337:	[1;34m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-16 13:43:08,338:	[1;34m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-16 13:43:12,302:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.964419 seconds ...[0m
2023-09-16 13:43:12,368:	[1;34m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.02999[0m
2023-09-16 13:43:12,368:	[1;34m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-16 13:43:12,368:	[1;34m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-16 13:43:16,337:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.968036 seconds ...[0m
2023-09-16 13:43:16,400:	[1;34m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.02951[0m
2023-09-16 13:43:16,400:	[1;34m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-16 13:43:16,400:	[1;34m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-16 13:43:20,436:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.035128 seconds ...[0m
2023-09-16 13:43:20,502:	[1;34m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.02995[0m
2023-09-16 13:43:20,503:	[1;34m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-16 13:43:20,503:	[1;34m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-16 13:43:24,460:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.956650 seconds ...[0m
2023-09-16 13:43:33,280:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.747076 seconds ...[0m
2023-09-16 13:43:33,281:	[1;34m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.02946[0m
2023-09-16 13:43:33,281:	[1;34m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0810 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0646[0m
2023-09-16 13:43:33,281:	[1;34m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-16 13:43:37,308:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.026912 seconds ...[0m
2023-09-16 13:43:37,384:	[1;34m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.02957[0m
2023-09-16 13:43:37,384:	[1;34m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-16 13:43:37,384:	[1;34m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-16 13:43:41,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.153050 seconds ...[0m
2023-09-16 13:43:41,673:	[1;34m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.02953[0m
2023-09-16 13:43:41,673:	[1;34m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-16 13:43:41,673:	[1;34m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-16 13:43:45,711:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.037816 seconds ...[0m
2023-09-16 13:43:45,800:	[1;34m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.03027[0m
2023-09-16 13:43:45,800:	[1;34m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-16 13:43:45,800:	[1;34m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-16 13:43:49,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.089997 seconds ...[0m
2023-09-16 13:43:49,955:	[1;34m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.02921[0m
2023-09-16 13:43:49,955:	[1;34m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-16 13:43:49,955:	[1;34m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-16 13:43:54,040:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.084584 seconds ...[0m
2023-09-16 13:44:03,043:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.926094 seconds ...[0m
2023-09-16 13:44:03,044:	[1;34m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.02932[0m
2023-09-16 13:44:03,044:	[1;34m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0317 || HITRATE@5 Avg: 0.0805 || HITRATE@10 Avg: 0.1069 || NDCG@5 Avg: 0.0564 || NDCG@10 Avg: 0.0649[0m
2023-09-16 13:44:03,044:	[1;34m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-16 13:44:07,066:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.022197 seconds ...[0m
2023-09-16 13:44:07,128:	[1;34m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.02934[0m
2023-09-16 13:44:07,128:	[1;34m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-16 13:44:07,128:	[1;34m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-16 13:44:11,253:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.124799 seconds ...[0m
2023-09-16 13:44:11,314:	[1;34m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.02972[0m
2023-09-16 13:44:11,314:	[1;34m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-16 13:44:11,314:	[1;34m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-16 13:44:15,351:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.036797 seconds ...[0m
2023-09-16 13:44:15,411:	[1;34m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.02929[0m
2023-09-16 13:44:15,411:	[1;34m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-16 13:44:15,411:	[1;34m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-16 13:44:19,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.985531 seconds ...[0m
2023-09-16 13:44:19,458:	[1;34m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.02930[0m
2023-09-16 13:44:19,458:	[1;34m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-16 13:44:19,458:	[1;34m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-16 13:44:23,455:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.997208 seconds ...[0m
2023-09-16 13:44:32,004:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.521897 seconds ...[0m
2023-09-16 13:44:40,617:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 8.612851 seconds ...[0m
2023-09-16 13:44:40,618:	[1;34m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.02891[0m
2023-09-16 13:44:40,618:	[1;34m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0794 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0558 || NDCG@10 Avg: 0.0644[0m
2023-09-16 13:44:40,618:	[1;34m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.0634 || HITRATE@10 Avg: 0.0869 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0532[0m
2023-09-16 13:44:42,221:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.028912     499
1   valid   HITRATE@1  0.031991     345
2   valid   HITRATE@5  0.081238     475
3   valid  HITRATE@10  0.107665     430
4   valid      NDCG@5  0.057101     425
5   valid     NDCG@10  0.065717     430
6    test   HITRATE@1  0.026788       0
7    test   HITRATE@5  0.063363       0
8    test  HITRATE@10  0.086853       0
9    test      NDCG@5  0.045629       0
10   test     NDCG@10  0.053197       0[0m
2023-09-16 13:44:42,222:	[1;34m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/2-0916125541[0m
2023-09-16 13:44:42,340:	[1;34m[Wall TIME] >>> Coach.summary takes 1.722084 seconds ...[0m
2023-09-16 13:44:42,341:	[1;34m[Coach] >>> Load best model @Epoch 430  [0m
2023-09-16 13:44:51,090:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 8.737047 seconds ...[0m
2023-09-16 13:44:59,596:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 8.505237 seconds ...[0m
2023-09-16 13:44:59,596:	[1;34m[Coach] >>> TRAIN @Epoch: 430  >>> [0m
2023-09-16 13:44:59,596:	[1;34m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0806 || HITRATE@10 Avg: 0.1077 || NDCG@5 Avg: 0.0569 || NDCG@10 Avg: 0.0657[0m
2023-09-16 13:44:59,597:	[1;34m[Coach] >>> TEST  @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0271 || HITRATE@5 Avg: 0.0643 || HITRATE@10 Avg: 0.0873 || NDCG@5 Avg: 0.0465 || NDCG@10 Avg: 0.0539[0m
2023-09-16 13:44:59,611:	[1;34m[Wall TIME] >>> Coach.fit takes 2951.000391 seconds ...[0m
