2023-09-16 09:25:27,337:	========================================================================
2023-09-16 09:25:27,337:	========================================================================
2023-09-16 09:25:27,338:	========================================================================
2023-09-16 09:25:27,338:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-16 09:25:27,338:	[1;34m[Seed] >>> Set seed: 3[0m
2023-09-16 09:25:27,339:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.005] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916092524] 
[maxlen: 200] 
[maxlen4graph: 200] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.1] 
[attn_dropout_rate: 0.2] 
[distance_metric: wasserstein] 
[pvn_weight: 0.001] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/2] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/2-0916092524] 
[0m
2023-09-16 09:25:27,339:	[1;34m[Wall TIME] >>> Parser.compile takes 0.008237 seconds ...[0m
2023-09-16 09:25:27,344:	[1;34m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-16 09:25:27,803:	[1;34m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-16 09:25:27,803:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.463244 seconds ...[0m
2023-09-16 09:25:28,899:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.667631 seconds ...[0m
2023-09-16 09:25:29,393:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.493762 seconds ...[0m
2023-09-16 09:25:29,948:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.554454 seconds ...[0m
2023-09-16 09:25:36,118:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-16 09:25:36,119:	[1;34m[Wall TIME] >>> Coach.compile takes 0.001406 seconds ...[0m
2023-09-16 09:25:38,419:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.243465 seconds ...[0m
2023-09-16 09:25:38,419:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0016*** [0m
2023-09-16 09:25:38,433:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-16 09:25:38,433:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0003 || HITRATE@5 Avg: 0.0018 || HITRATE@10 Avg: 0.0035 || NDCG@5 Avg: 0.0011 || NDCG@10 Avg: 0.0016[0m
2023-09-16 09:25:38,433:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-16 09:25:42,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.416856 seconds ...[0m
2023-09-16 09:25:42,994:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.53165[0m
2023-09-16 09:25:42,995:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-16 09:25:42,996:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-16 09:25:47,899:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.902300 seconds ...[0m
2023-09-16 09:25:47,964:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.35665[0m
2023-09-16 09:25:47,964:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-16 09:25:47,964:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-16 09:25:52,835:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.870932 seconds ...[0m
2023-09-16 09:25:52,925:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.29430[0m
2023-09-16 09:25:52,925:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-16 09:25:52,925:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-16 09:25:57,672:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.746377 seconds ...[0m
2023-09-16 09:25:57,744:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.26254[0m
2023-09-16 09:25:57,744:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-16 09:25:57,744:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-16 09:26:02,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.644906 seconds ...[0m
2023-09-16 09:26:04,566:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.084218 seconds ...[0m
2023-09-16 09:26:04,567:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0833*** [0m
2023-09-16 09:26:04,577:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.24426[0m
2023-09-16 09:26:04,577:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0992 || HITRATE@10 Avg: 0.1555 || NDCG@5 Avg: 0.0652 || NDCG@10 Avg: 0.0833[0m
2023-09-16 09:26:04,577:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-16 09:26:09,120:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.542651 seconds ...[0m
2023-09-16 09:26:09,198:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.23395[0m
2023-09-16 09:26:09,198:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-16 09:26:09,198:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-16 09:26:13,625:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.426457 seconds ...[0m
2023-09-16 09:26:13,691:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.22732[0m
2023-09-16 09:26:13,692:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-16 09:26:13,692:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-16 09:26:18,141:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.448870 seconds ...[0m
2023-09-16 09:26:18,202:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.22152[0m
2023-09-16 09:26:18,203:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-16 09:26:18,203:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-16 09:26:22,825:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.622353 seconds ...[0m
2023-09-16 09:26:22,924:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.21535[0m
2023-09-16 09:26:22,924:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-16 09:26:22,924:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-16 09:26:27,453:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.528165 seconds ...[0m
2023-09-16 09:26:29,602:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.078967 seconds ...[0m
2023-09-16 09:26:29,603:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0958*** [0m
2023-09-16 09:26:29,613:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.21150[0m
2023-09-16 09:26:29,613:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0356 || HITRATE@5 Avg: 0.1182 || HITRATE@10 Avg: 0.1752 || NDCG@5 Avg: 0.0775 || NDCG@10 Avg: 0.0958[0m
2023-09-16 09:26:29,614:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-16 09:26:33,709:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.095179 seconds ...[0m
2023-09-16 09:26:33,772:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.20687[0m
2023-09-16 09:26:33,772:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-16 09:26:33,773:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-16 09:26:38,385:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.612600 seconds ...[0m
2023-09-16 09:26:38,459:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.20481[0m
2023-09-16 09:26:38,459:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-16 09:26:38,459:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-16 09:26:42,900:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.440724 seconds ...[0m
2023-09-16 09:26:42,973:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.20316[0m
2023-09-16 09:26:42,973:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-16 09:26:42,973:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-16 09:26:47,346:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.372149 seconds ...[0m
2023-09-16 09:26:47,445:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.19945[0m
2023-09-16 09:26:47,445:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-16 09:26:47,445:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-16 09:26:51,894:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.448671 seconds ...[0m
2023-09-16 09:26:54,023:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.062687 seconds ...[0m
2023-09-16 09:26:54,024:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1011*** [0m
2023-09-16 09:26:54,039:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.19763[0m
2023-09-16 09:26:54,040:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0396 || HITRATE@5 Avg: 0.1202 || HITRATE@10 Avg: 0.1836 || NDCG@5 Avg: 0.0806 || NDCG@10 Avg: 0.1011[0m
2023-09-16 09:26:54,042:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-16 09:26:58,643:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.599383 seconds ...[0m
2023-09-16 09:26:58,778:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.19678[0m
2023-09-16 09:26:58,779:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-16 09:26:58,779:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-16 09:27:03,037:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.258221 seconds ...[0m
2023-09-16 09:27:03,102:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.19114[0m
2023-09-16 09:27:03,103:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-16 09:27:03,103:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-16 09:27:07,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.524755 seconds ...[0m
2023-09-16 09:27:07,720:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.19017[0m
2023-09-16 09:27:07,720:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-16 09:27:07,720:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-16 09:27:12,259:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.538759 seconds ...[0m
2023-09-16 09:27:12,349:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.18842[0m
2023-09-16 09:27:12,350:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-16 09:27:12,350:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-16 09:27:16,731:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.381262 seconds ...[0m
2023-09-16 09:27:18,782:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.985377 seconds ...[0m
2023-09-16 09:27:18,782:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1049*** [0m
2023-09-16 09:27:18,792:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.18395[0m
2023-09-16 09:27:18,792:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0384 || HITRATE@5 Avg: 0.1273 || HITRATE@10 Avg: 0.1942 || NDCG@5 Avg: 0.0834 || NDCG@10 Avg: 0.1049[0m
2023-09-16 09:27:18,792:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-16 09:27:23,625:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.832636 seconds ...[0m
2023-09-16 09:27:23,689:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.18380[0m
2023-09-16 09:27:23,689:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-16 09:27:23,690:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-16 09:27:27,868:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.178690 seconds ...[0m
2023-09-16 09:27:27,932:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.17936[0m
2023-09-16 09:27:27,932:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-16 09:27:27,932:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-16 09:27:32,672:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.740098 seconds ...[0m
2023-09-16 09:27:32,737:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.18142[0m
2023-09-16 09:27:32,737:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-16 09:27:32,737:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-16 09:27:37,492:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.754333 seconds ...[0m
2023-09-16 09:27:37,563:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.17921[0m
2023-09-16 09:27:37,564:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-16 09:27:37,564:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-16 09:27:42,096:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.531783 seconds ...[0m
2023-09-16 09:27:44,198:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.958307 seconds ...[0m
2023-09-16 09:27:44,198:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1064*** [0m
2023-09-16 09:27:44,209:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.17722[0m
2023-09-16 09:27:44,209:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0392 || HITRATE@5 Avg: 0.1265 || HITRATE@10 Avg: 0.1959 || NDCG@5 Avg: 0.0839 || NDCG@10 Avg: 0.1064[0m
2023-09-16 09:27:44,209:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-16 09:27:48,907:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.697196 seconds ...[0m
2023-09-16 09:27:48,973:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.17628[0m
2023-09-16 09:27:48,973:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-16 09:27:48,973:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-16 09:27:53,763:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.790045 seconds ...[0m
2023-09-16 09:27:53,838:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.17248[0m
2023-09-16 09:27:53,839:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-16 09:27:53,839:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-16 09:27:58,230:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.390506 seconds ...[0m
2023-09-16 09:27:58,300:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.17133[0m
2023-09-16 09:27:58,301:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-16 09:27:58,301:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-16 09:28:02,585:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.284431 seconds ...[0m
2023-09-16 09:28:02,661:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17137[0m
2023-09-16 09:28:02,661:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-16 09:28:02,661:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-16 09:28:07,087:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.425488 seconds ...[0m
2023-09-16 09:28:09,171:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.016945 seconds ...[0m
2023-09-16 09:28:09,171:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1116*** [0m
2023-09-16 09:28:09,302:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.16943[0m
2023-09-16 09:28:09,303:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0442 || HITRATE@5 Avg: 0.1343 || HITRATE@10 Avg: 0.2028 || NDCG@5 Avg: 0.0896 || NDCG@10 Avg: 0.1116[0m
2023-09-16 09:28:09,303:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-16 09:28:13,828:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.525533 seconds ...[0m
2023-09-16 09:28:13,953:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.16877[0m
2023-09-16 09:28:13,953:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-16 09:28:13,953:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-16 09:28:18,426:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.472760 seconds ...[0m
2023-09-16 09:28:18,521:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16967[0m
2023-09-16 09:28:18,521:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-16 09:28:18,521:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-16 09:28:23,032:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.510454 seconds ...[0m
2023-09-16 09:28:23,098:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16674[0m
2023-09-16 09:28:23,098:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-16 09:28:23,099:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-16 09:28:28,256:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.157148 seconds ...[0m
2023-09-16 09:28:28,417:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16718[0m
2023-09-16 09:28:28,417:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-16 09:28:28,417:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-16 09:28:32,784:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.366311 seconds ...[0m
2023-09-16 09:28:34,795:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.937971 seconds ...[0m
2023-09-16 09:28:34,795:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1119*** [0m
2023-09-16 09:28:34,806:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16427[0m
2023-09-16 09:28:34,806:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0442 || HITRATE@5 Avg: 0.1368 || HITRATE@10 Avg: 0.2022 || NDCG@5 Avg: 0.0907 || NDCG@10 Avg: 0.1119[0m
2023-09-16 09:28:34,806:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-16 09:28:39,091:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.285127 seconds ...[0m
2023-09-16 09:28:39,160:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.16486[0m
2023-09-16 09:28:39,160:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-16 09:28:39,160:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-16 09:28:43,785:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.624268 seconds ...[0m
2023-09-16 09:28:43,852:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.16484[0m
2023-09-16 09:28:43,852:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-16 09:28:43,852:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-16 09:28:47,965:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.112685 seconds ...[0m
2023-09-16 09:28:48,042:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.16074[0m
2023-09-16 09:28:48,042:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-16 09:28:48,042:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-16 09:28:52,864:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.821208 seconds ...[0m
2023-09-16 09:28:52,925:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.16132[0m
2023-09-16 09:28:52,925:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-16 09:28:52,925:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-16 09:28:57,565:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.639520 seconds ...[0m
2023-09-16 09:28:59,605:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.970217 seconds ...[0m
2023-09-16 09:28:59,606:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1128*** [0m
2023-09-16 09:28:59,616:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.16061[0m
2023-09-16 09:28:59,616:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0437 || HITRATE@5 Avg: 0.1392 || HITRATE@10 Avg: 0.2048 || NDCG@5 Avg: 0.0917 || NDCG@10 Avg: 0.1128[0m
2023-09-16 09:28:59,616:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-16 09:29:04,602:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.985898 seconds ...[0m
2023-09-16 09:29:04,692:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15998[0m
2023-09-16 09:29:04,692:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-16 09:29:04,693:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-16 09:29:09,784:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.091409 seconds ...[0m
2023-09-16 09:29:09,864:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.15967[0m
2023-09-16 09:29:09,864:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-16 09:29:09,864:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-16 09:29:14,808:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.943521 seconds ...[0m
2023-09-16 09:29:14,883:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.15860[0m
2023-09-16 09:29:14,883:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-16 09:29:14,883:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-16 09:29:19,595:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.711002 seconds ...[0m
2023-09-16 09:29:19,668:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.15688[0m
2023-09-16 09:29:19,668:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-16 09:29:19,669:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-16 09:29:24,165:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.496431 seconds ...[0m
2023-09-16 09:29:26,254:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.015873 seconds ...[0m
2023-09-16 09:29:26,254:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1140*** [0m
2023-09-16 09:29:26,265:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.15329[0m
2023-09-16 09:29:26,265:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0425 || HITRATE@5 Avg: 0.1417 || HITRATE@10 Avg: 0.2079 || NDCG@5 Avg: 0.0926 || NDCG@10 Avg: 0.1140[0m
2023-09-16 09:29:26,265:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-16 09:29:30,872:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.606751 seconds ...[0m
2023-09-16 09:29:30,971:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.15365[0m
2023-09-16 09:29:30,971:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-16 09:29:30,971:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-16 09:29:35,640:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.668766 seconds ...[0m
2023-09-16 09:29:35,812:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.15324[0m
2023-09-16 09:29:35,812:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-16 09:29:35,813:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-16 09:29:40,754:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.940502 seconds ...[0m
2023-09-16 09:29:40,820:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.15278[0m
2023-09-16 09:29:40,820:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-16 09:29:40,820:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-16 09:29:45,906:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.085786 seconds ...[0m
2023-09-16 09:29:45,972:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.15371[0m
2023-09-16 09:29:45,972:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-16 09:29:45,972:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-16 09:29:49,981:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.009028 seconds ...[0m
2023-09-16 09:29:52,006:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.959979 seconds ...[0m
2023-09-16 09:29:52,007:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1158*** [0m
2023-09-16 09:29:52,017:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.15169[0m
2023-09-16 09:29:52,017:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0447 || HITRATE@5 Avg: 0.1414 || HITRATE@10 Avg: 0.2103 || NDCG@5 Avg: 0.0938 || NDCG@10 Avg: 0.1158[0m
2023-09-16 09:29:52,018:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-16 09:29:56,247:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.229090 seconds ...[0m
2023-09-16 09:29:56,338:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.15014[0m
2023-09-16 09:29:56,338:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-16 09:29:56,338:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-16 09:30:00,815:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.476155 seconds ...[0m
2023-09-16 09:30:00,899:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.15090[0m
2023-09-16 09:30:00,899:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-16 09:30:00,899:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-16 09:30:05,492:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.592620 seconds ...[0m
2023-09-16 09:30:05,588:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.15034[0m
2023-09-16 09:30:05,588:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-16 09:30:05,588:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-16 09:30:10,250:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.662038 seconds ...[0m
2023-09-16 09:30:10,318:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.14906[0m
2023-09-16 09:30:10,319:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-16 09:30:10,319:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-16 09:30:14,801:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.481611 seconds ...[0m
2023-09-16 09:30:16,946:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.077745 seconds ...[0m
2023-09-16 09:30:16,946:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.14773[0m
2023-09-16 09:30:16,947:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1377 || HITRATE@10 Avg: 0.2093 || NDCG@5 Avg: 0.0921 || NDCG@10 Avg: 0.1152[0m
2023-09-16 09:30:16,947:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-16 09:30:21,332:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.385033 seconds ...[0m
2023-09-16 09:30:21,400:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.14935[0m
2023-09-16 09:30:21,400:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-16 09:30:21,400:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-16 09:30:26,089:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.688639 seconds ...[0m
2023-09-16 09:30:26,163:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.14621[0m
2023-09-16 09:30:26,163:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-16 09:30:26,163:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-16 09:30:30,726:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.562402 seconds ...[0m
2023-09-16 09:30:30,790:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.14383[0m
2023-09-16 09:30:30,790:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-16 09:30:30,790:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-16 09:30:35,449:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.658288 seconds ...[0m
2023-09-16 09:30:35,515:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.14558[0m
2023-09-16 09:30:35,515:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-16 09:30:35,515:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-16 09:30:40,283:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.768115 seconds ...[0m
2023-09-16 09:30:42,336:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.986812 seconds ...[0m
2023-09-16 09:30:42,336:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.14430[0m
2023-09-16 09:30:42,336:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0452 || HITRATE@5 Avg: 0.1404 || HITRATE@10 Avg: 0.2078 || NDCG@5 Avg: 0.0931 || NDCG@10 Avg: 0.1149[0m
2023-09-16 09:30:42,337:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-16 09:30:46,859:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.521795 seconds ...[0m
2023-09-16 09:30:46,921:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.14466[0m
2023-09-16 09:30:46,922:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-16 09:30:46,922:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-16 09:30:51,449:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.526841 seconds ...[0m
2023-09-16 09:30:51,513:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.14326[0m
2023-09-16 09:30:51,513:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-16 09:30:51,513:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-16 09:30:55,736:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.222358 seconds ...[0m
2023-09-16 09:30:55,819:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.14218[0m
2023-09-16 09:30:55,819:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-16 09:30:55,819:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-16 09:31:00,341:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.521226 seconds ...[0m
2023-09-16 09:31:00,420:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.14243[0m
2023-09-16 09:31:00,420:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-16 09:31:00,420:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-16 09:31:05,109:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.689038 seconds ...[0m
2023-09-16 09:31:07,132:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.957276 seconds ...[0m
2023-09-16 09:31:07,132:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1167*** [0m
2023-09-16 09:31:07,147:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.14302[0m
2023-09-16 09:31:07,147:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1402 || HITRATE@10 Avg: 0.2131 || NDCG@5 Avg: 0.0934 || NDCG@10 Avg: 0.1167[0m
2023-09-16 09:31:07,147:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-16 09:31:11,810:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.662401 seconds ...[0m
2023-09-16 09:31:11,876:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.14133[0m
2023-09-16 09:31:11,876:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-16 09:31:11,876:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-16 09:31:16,329:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.452857 seconds ...[0m
2023-09-16 09:31:16,392:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.13925[0m
2023-09-16 09:31:16,392:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-16 09:31:16,392:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-16 09:31:20,842:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.448865 seconds ...[0m
2023-09-16 09:31:20,910:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.14071[0m
2023-09-16 09:31:20,910:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-16 09:31:20,910:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-16 09:31:25,592:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.681773 seconds ...[0m
2023-09-16 09:31:25,659:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.13919[0m
2023-09-16 09:31:25,659:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-16 09:31:25,659:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-16 09:31:30,601:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.941452 seconds ...[0m
2023-09-16 09:31:32,622:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.953084 seconds ...[0m
2023-09-16 09:31:32,622:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1184*** [0m
2023-09-16 09:31:32,637:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.13729[0m
2023-09-16 09:31:32,637:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1445 || HITRATE@10 Avg: 0.2127 || NDCG@5 Avg: 0.0966 || NDCG@10 Avg: 0.1184[0m
2023-09-16 09:31:32,638:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-16 09:31:37,105:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.467187 seconds ...[0m
2023-09-16 09:31:37,170:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.13869[0m
2023-09-16 09:31:37,171:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-16 09:31:37,171:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-16 09:31:42,036:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.864888 seconds ...[0m
2023-09-16 09:31:42,182:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.13769[0m
2023-09-16 09:31:42,183:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-16 09:31:42,183:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-16 09:31:46,627:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.443896 seconds ...[0m
2023-09-16 09:31:46,697:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.13733[0m
2023-09-16 09:31:46,698:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-16 09:31:46,698:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-16 09:31:51,473:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.774992 seconds ...[0m
2023-09-16 09:31:51,551:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.13532[0m
2023-09-16 09:31:51,551:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-16 09:31:51,551:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-16 09:31:56,166:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.614462 seconds ...[0m
2023-09-16 09:31:58,289:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.044598 seconds ...[0m
2023-09-16 09:31:58,290:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.13414[0m
2023-09-16 09:31:58,290:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1406 || HITRATE@10 Avg: 0.2099 || NDCG@5 Avg: 0.0946 || NDCG@10 Avg: 0.1168[0m
2023-09-16 09:31:58,290:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-16 09:32:03,257:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.966312 seconds ...[0m
2023-09-16 09:32:03,336:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.13663[0m
2023-09-16 09:32:03,336:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-16 09:32:03,336:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-16 09:32:07,761:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.425272 seconds ...[0m
2023-09-16 09:32:07,835:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.13639[0m
2023-09-16 09:32:07,835:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-16 09:32:07,835:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-16 09:32:12,165:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.329898 seconds ...[0m
2023-09-16 09:32:12,241:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.13385[0m
2023-09-16 09:32:12,241:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-16 09:32:12,241:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-16 09:32:17,078:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.836481 seconds ...[0m
2023-09-16 09:32:17,150:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.13466[0m
2023-09-16 09:32:17,150:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-16 09:32:17,150:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-16 09:32:21,799:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.648411 seconds ...[0m
2023-09-16 09:32:23,917:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.051790 seconds ...[0m
2023-09-16 09:32:23,917:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.13463[0m
2023-09-16 09:32:23,917:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1421 || HITRATE@10 Avg: 0.2118 || NDCG@5 Avg: 0.0956 || NDCG@10 Avg: 0.1181[0m
2023-09-16 09:32:23,917:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-16 09:32:28,601:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.683478 seconds ...[0m
2023-09-16 09:32:28,673:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.13480[0m
2023-09-16 09:32:28,673:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-16 09:32:28,673:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-16 09:32:33,835:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.161083 seconds ...[0m
2023-09-16 09:32:33,918:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.13351[0m
2023-09-16 09:32:33,919:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-16 09:32:33,919:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-16 09:32:38,124:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.205247 seconds ...[0m
2023-09-16 09:32:38,193:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.13194[0m
2023-09-16 09:32:38,193:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-16 09:32:38,194:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-16 09:32:42,402:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.208188 seconds ...[0m
2023-09-16 09:32:42,480:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.13146[0m
2023-09-16 09:32:42,480:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-16 09:32:42,480:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-16 09:32:47,493:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.012877 seconds ...[0m
2023-09-16 09:32:49,541:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.977519 seconds ...[0m
2023-09-16 09:32:49,541:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1186*** [0m
2023-09-16 09:32:49,555:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.13203[0m
2023-09-16 09:32:49,555:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1450 || HITRATE@10 Avg: 0.2149 || NDCG@5 Avg: 0.0962 || NDCG@10 Avg: 0.1186[0m
2023-09-16 09:32:49,555:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-16 09:32:53,737:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.181277 seconds ...[0m
2023-09-16 09:32:53,813:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.13056[0m
2023-09-16 09:32:53,813:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-16 09:32:53,813:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-16 09:32:58,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.286152 seconds ...[0m
2023-09-16 09:32:58,175:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.13091[0m
2023-09-16 09:32:58,175:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-16 09:32:58,175:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-16 09:33:03,146:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.970544 seconds ...[0m
2023-09-16 09:33:03,236:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.13094[0m
2023-09-16 09:33:03,236:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-16 09:33:03,237:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-16 09:33:07,690:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.452892 seconds ...[0m
2023-09-16 09:33:07,773:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.13012[0m
2023-09-16 09:33:07,773:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-16 09:33:07,773:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-16 09:33:12,321:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.547617 seconds ...[0m
2023-09-16 09:33:14,402:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.014249 seconds ...[0m
2023-09-16 09:33:14,402:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1201*** [0m
2023-09-16 09:33:14,418:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.12856[0m
2023-09-16 09:33:14,418:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1427 || HITRATE@10 Avg: 0.2179 || NDCG@5 Avg: 0.0959 || NDCG@10 Avg: 0.1201[0m
2023-09-16 09:33:14,418:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-16 09:33:19,164:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.745502 seconds ...[0m
2023-09-16 09:33:19,250:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.12919[0m
2023-09-16 09:33:19,250:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-16 09:33:19,250:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-16 09:33:23,843:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.592953 seconds ...[0m
2023-09-16 09:33:23,919:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.13029[0m
2023-09-16 09:33:23,920:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-16 09:33:23,920:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-16 09:33:28,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.358300 seconds ...[0m
2023-09-16 09:33:28,350:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.12881[0m
2023-09-16 09:33:28,350:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-16 09:33:28,350:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-16 09:33:32,545:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.195318 seconds ...[0m
2023-09-16 09:33:32,646:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.12734[0m
2023-09-16 09:33:32,646:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-16 09:33:32,646:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-16 09:33:37,244:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.596568 seconds ...[0m
2023-09-16 09:33:39,398:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.080438 seconds ...[0m
2023-09-16 09:33:39,399:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.12784[0m
2023-09-16 09:33:39,399:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1424 || HITRATE@10 Avg: 0.2179 || NDCG@5 Avg: 0.0939 || NDCG@10 Avg: 0.1183[0m
2023-09-16 09:33:39,399:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-16 09:33:43,780:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.379914 seconds ...[0m
2023-09-16 09:33:43,858:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.12702[0m
2023-09-16 09:33:43,858:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-16 09:33:43,858:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-16 09:33:48,577:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.718256 seconds ...[0m
2023-09-16 09:33:48,656:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.12607[0m
2023-09-16 09:33:48,656:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-16 09:33:48,656:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-16 09:33:53,238:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.581570 seconds ...[0m
2023-09-16 09:33:53,305:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.12660[0m
2023-09-16 09:33:53,306:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-16 09:33:53,306:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-16 09:33:57,986:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.680460 seconds ...[0m
2023-09-16 09:33:58,057:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.12695[0m
2023-09-16 09:33:58,057:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-16 09:33:58,058:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-16 09:34:02,358:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.300480 seconds ...[0m
2023-09-16 09:34:04,458:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.033982 seconds ...[0m
2023-09-16 09:34:04,459:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.12640[0m
2023-09-16 09:34:04,459:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1449 || HITRATE@10 Avg: 0.2174 || NDCG@5 Avg: 0.0958 || NDCG@10 Avg: 0.1193[0m
2023-09-16 09:34:04,459:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-16 09:34:08,910:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.451347 seconds ...[0m
2023-09-16 09:34:08,994:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.12495[0m
2023-09-16 09:34:08,995:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-16 09:34:08,995:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-16 09:34:13,939:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.944277 seconds ...[0m
2023-09-16 09:34:14,003:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.12596[0m
2023-09-16 09:34:14,004:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-16 09:34:14,004:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-16 09:34:18,816:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.812436 seconds ...[0m
2023-09-16 09:34:18,887:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.12408[0m
2023-09-16 09:34:18,887:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-16 09:34:18,887:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-16 09:34:23,432:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.544973 seconds ...[0m
2023-09-16 09:34:23,510:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.12525[0m
2023-09-16 09:34:23,510:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-16 09:34:23,510:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-16 09:34:28,223:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.712229 seconds ...[0m
2023-09-16 09:34:30,262:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.969632 seconds ...[0m
2023-09-16 09:34:30,262:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.12399[0m
2023-09-16 09:34:30,262:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1447 || HITRATE@10 Avg: 0.2189 || NDCG@5 Avg: 0.0956 || NDCG@10 Avg: 0.1195[0m
2023-09-16 09:34:30,262:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-16 09:34:34,555:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.292343 seconds ...[0m
2023-09-16 09:34:34,640:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.12347[0m
2023-09-16 09:34:34,640:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-16 09:34:34,641:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-16 09:34:39,511:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.870201 seconds ...[0m
2023-09-16 09:34:39,593:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.12430[0m
2023-09-16 09:34:39,593:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-16 09:34:39,593:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-16 09:34:44,086:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.492558 seconds ...[0m
2023-09-16 09:34:44,151:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.12094[0m
2023-09-16 09:34:44,152:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-16 09:34:44,152:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-16 09:34:48,653:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.501204 seconds ...[0m
2023-09-16 09:34:48,717:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.12309[0m
2023-09-16 09:34:48,717:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-16 09:34:48,718:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-16 09:34:52,940:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.222251 seconds ...[0m
2023-09-16 09:34:54,969:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.953962 seconds ...[0m
2023-09-16 09:34:54,969:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1211*** [0m
2023-09-16 09:34:54,980:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.12222[0m
2023-09-16 09:34:54,980:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1478 || HITRATE@10 Avg: 0.2245 || NDCG@5 Avg: 0.0966 || NDCG@10 Avg: 0.1211[0m
2023-09-16 09:34:54,980:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-16 09:34:59,126:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.145121 seconds ...[0m
2023-09-16 09:34:59,195:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.12231[0m
2023-09-16 09:34:59,195:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-16 09:34:59,196:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-16 09:35:03,702:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.506466 seconds ...[0m
2023-09-16 09:35:03,769:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.12234[0m
2023-09-16 09:35:03,769:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-16 09:35:03,769:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-16 09:35:08,292:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.522166 seconds ...[0m
2023-09-16 09:35:08,362:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.12092[0m
2023-09-16 09:35:08,362:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-16 09:35:08,363:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-16 09:35:13,219:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.855873 seconds ...[0m
2023-09-16 09:35:13,284:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.12105[0m
2023-09-16 09:35:13,284:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-16 09:35:13,284:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-16 09:35:17,854:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.570038 seconds ...[0m
2023-09-16 09:35:20,154:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.199258 seconds ...[0m
2023-09-16 09:35:20,155:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1214*** [0m
2023-09-16 09:35:20,170:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.12023[0m
2023-09-16 09:35:20,170:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1465 || HITRATE@10 Avg: 0.2235 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1214[0m
2023-09-16 09:35:20,170:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-16 09:35:24,651:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.480134 seconds ...[0m
2023-09-16 09:35:24,730:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.11940[0m
2023-09-16 09:35:24,730:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-16 09:35:24,730:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-16 09:35:29,295:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.564001 seconds ...[0m
2023-09-16 09:35:29,393:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.12029[0m
2023-09-16 09:35:29,393:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-16 09:35:29,393:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-16 09:35:33,828:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.434089 seconds ...[0m
2023-09-16 09:35:33,906:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.11857[0m
2023-09-16 09:35:33,907:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-16 09:35:33,907:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-16 09:35:38,469:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.562242 seconds ...[0m
2023-09-16 09:35:38,545:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.12021[0m
2023-09-16 09:35:38,545:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-16 09:35:38,545:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-16 09:35:42,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.420726 seconds ...[0m
2023-09-16 09:35:45,111:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.059651 seconds ...[0m
2023-09-16 09:35:45,112:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1216*** [0m
2023-09-16 09:35:45,122:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.11873[0m
2023-09-16 09:35:45,122:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1465 || HITRATE@10 Avg: 0.2212 || NDCG@5 Avg: 0.0978 || NDCG@10 Avg: 0.1216[0m
2023-09-16 09:35:45,122:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-16 09:35:50,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.992619 seconds ...[0m
2023-09-16 09:35:50,180:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.11956[0m
2023-09-16 09:35:50,180:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-16 09:35:50,180:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-16 09:35:54,782:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.601608 seconds ...[0m
2023-09-16 09:35:54,850:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.11685[0m
2023-09-16 09:35:54,850:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-16 09:35:54,850:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-16 09:35:59,170:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.318923 seconds ...[0m
2023-09-16 09:35:59,391:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.11778[0m
2023-09-16 09:35:59,391:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-16 09:35:59,391:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-16 09:36:03,981:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.589129 seconds ...[0m
2023-09-16 09:36:04,055:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.11881[0m
2023-09-16 09:36:04,055:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-16 09:36:04,055:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-16 09:36:08,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.017474 seconds ...[0m
2023-09-16 09:36:10,165:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.001606 seconds ...[0m
2023-09-16 09:36:10,165:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1218*** [0m
2023-09-16 09:36:10,175:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.11682[0m
2023-09-16 09:36:10,175:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0478 || HITRATE@5 Avg: 0.1470 || HITRATE@10 Avg: 0.2197 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1218[0m
2023-09-16 09:36:10,175:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-16 09:36:14,837:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.659487 seconds ...[0m
2023-09-16 09:36:14,906:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.11779[0m
2023-09-16 09:36:14,907:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-16 09:36:14,907:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-16 09:36:19,453:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.545817 seconds ...[0m
2023-09-16 09:36:19,519:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.11629[0m
2023-09-16 09:36:19,519:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-16 09:36:19,519:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-16 09:36:24,724:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.204522 seconds ...[0m
2023-09-16 09:36:24,985:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.11650[0m
2023-09-16 09:36:24,985:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-16 09:36:24,985:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-16 09:36:29,791:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.805975 seconds ...[0m
2023-09-16 09:36:29,867:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.11693[0m
2023-09-16 09:36:29,867:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-16 09:36:29,867:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-16 09:36:33,995:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.127597 seconds ...[0m
2023-09-16 09:36:36,041:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.976208 seconds ...[0m
2023-09-16 09:36:36,041:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.11620[0m
2023-09-16 09:36:36,041:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1467 || HITRATE@10 Avg: 0.2225 || NDCG@5 Avg: 0.0970 || NDCG@10 Avg: 0.1215[0m
2023-09-16 09:36:36,041:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-16 09:36:40,924:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.882456 seconds ...[0m
2023-09-16 09:36:40,989:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.11674[0m
2023-09-16 09:36:40,990:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-16 09:36:40,990:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-16 09:36:45,165:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.175231 seconds ...[0m
2023-09-16 09:36:45,371:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.11613[0m
2023-09-16 09:36:45,371:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-16 09:36:45,371:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-16 09:36:49,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.478138 seconds ...[0m
2023-09-16 09:36:49,921:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.11684[0m
2023-09-16 09:36:49,921:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-16 09:36:49,921:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-16 09:36:54,531:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.610141 seconds ...[0m
2023-09-16 09:36:54,597:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.11540[0m
2023-09-16 09:36:54,598:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-16 09:36:54,598:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-16 09:36:58,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.258736 seconds ...[0m
2023-09-16 09:37:00,939:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.008506 seconds ...[0m
2023-09-16 09:37:00,940:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1229*** [0m
2023-09-16 09:37:00,951:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.11453[0m
2023-09-16 09:37:00,951:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1515 || HITRATE@10 Avg: 0.2248 || NDCG@5 Avg: 0.0992 || NDCG@10 Avg: 0.1229[0m
2023-09-16 09:37:00,951:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-16 09:37:05,409:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.457229 seconds ...[0m
2023-09-16 09:37:05,496:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.11474[0m
2023-09-16 09:37:05,496:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-16 09:37:05,496:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-16 09:37:09,594:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.098484 seconds ...[0m
2023-09-16 09:37:09,664:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.11458[0m
2023-09-16 09:37:09,664:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-16 09:37:09,664:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-16 09:37:14,102:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.437268 seconds ...[0m
2023-09-16 09:37:14,196:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.11614[0m
2023-09-16 09:37:14,197:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-16 09:37:14,197:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-16 09:37:18,732:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.534782 seconds ...[0m
2023-09-16 09:37:18,802:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.11329[0m
2023-09-16 09:37:18,802:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-16 09:37:18,802:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-16 09:37:23,440:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.637721 seconds ...[0m
2023-09-16 09:37:25,681:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.160007 seconds ...[0m
2023-09-16 09:37:25,681:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.11487[0m
2023-09-16 09:37:25,681:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1445 || HITRATE@10 Avg: 0.2230 || NDCG@5 Avg: 0.0971 || NDCG@10 Avg: 0.1223[0m
2023-09-16 09:37:25,681:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-16 09:37:30,530:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.847896 seconds ...[0m
2023-09-16 09:37:30,622:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.11506[0m
2023-09-16 09:37:30,623:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-16 09:37:30,623:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-16 09:37:35,476:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.852991 seconds ...[0m
2023-09-16 09:37:35,600:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.11458[0m
2023-09-16 09:37:35,600:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-16 09:37:35,600:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-16 09:37:40,275:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.674437 seconds ...[0m
2023-09-16 09:37:40,357:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.11324[0m
2023-09-16 09:37:40,357:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-16 09:37:40,357:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-16 09:37:44,522:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.164408 seconds ...[0m
2023-09-16 09:37:44,583:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.11382[0m
2023-09-16 09:37:44,584:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-16 09:37:44,584:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-16 09:37:49,434:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.850255 seconds ...[0m
2023-09-16 09:37:51,562:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.061513 seconds ...[0m
2023-09-16 09:37:51,562:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.11359[0m
2023-09-16 09:37:51,562:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1459 || HITRATE@10 Avg: 0.2242 || NDCG@5 Avg: 0.0973 || NDCG@10 Avg: 0.1225[0m
2023-09-16 09:37:51,562:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-16 09:37:56,325:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.762778 seconds ...[0m
2023-09-16 09:37:56,390:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.11283[0m
2023-09-16 09:37:56,390:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-16 09:37:56,390:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-16 09:38:00,996:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.605327 seconds ...[0m
2023-09-16 09:38:01,069:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.11379[0m
2023-09-16 09:38:01,070:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-16 09:38:01,070:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-16 09:38:06,207:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.136984 seconds ...[0m
2023-09-16 09:38:06,276:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.11310[0m
2023-09-16 09:38:06,276:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-16 09:38:06,276:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-16 09:38:10,718:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.441152 seconds ...[0m
2023-09-16 09:38:10,785:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.11221[0m
2023-09-16 09:38:10,785:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-16 09:38:10,785:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-16 09:38:15,110:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.324726 seconds ...[0m
2023-09-16 09:38:17,133:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.947265 seconds ...[0m
2023-09-16 09:38:17,133:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.11074[0m
2023-09-16 09:38:17,133:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0467 || HITRATE@5 Avg: 0.1482 || HITRATE@10 Avg: 0.2182 || NDCG@5 Avg: 0.0978 || NDCG@10 Avg: 0.1202[0m
2023-09-16 09:38:17,133:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-16 09:38:21,910:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.776736 seconds ...[0m
2023-09-16 09:38:21,974:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.11182[0m
2023-09-16 09:38:21,974:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-16 09:38:21,974:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-16 09:38:26,732:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.757850 seconds ...[0m
2023-09-16 09:38:26,799:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.11431[0m
2023-09-16 09:38:26,799:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-16 09:38:26,799:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-16 09:38:31,245:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.446038 seconds ...[0m
2023-09-16 09:38:31,311:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.11256[0m
2023-09-16 09:38:31,311:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-16 09:38:31,311:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-16 09:38:36,047:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.735154 seconds ...[0m
2023-09-16 09:38:36,117:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.11160[0m
2023-09-16 09:38:36,117:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-16 09:38:36,117:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-16 09:38:40,827:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.709815 seconds ...[0m
2023-09-16 09:38:42,898:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.002730 seconds ...[0m
2023-09-16 09:38:42,898:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.11209[0m
2023-09-16 09:38:42,898:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1467 || HITRATE@10 Avg: 0.2233 || NDCG@5 Avg: 0.0971 || NDCG@10 Avg: 0.1218[0m
2023-09-16 09:38:42,898:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-16 09:38:47,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.759664 seconds ...[0m
2023-09-16 09:38:47,726:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.11182[0m
2023-09-16 09:38:47,726:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-16 09:38:47,727:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-16 09:38:52,140:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.413241 seconds ...[0m
2023-09-16 09:38:52,207:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.11113[0m
2023-09-16 09:38:52,208:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-16 09:38:52,208:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-16 09:38:57,200:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.992019 seconds ...[0m
2023-09-16 09:38:57,270:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.11180[0m
2023-09-16 09:38:57,270:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-16 09:38:57,270:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-16 09:39:02,247:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.977089 seconds ...[0m
2023-09-16 09:39:02,323:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.11122[0m
2023-09-16 09:39:02,324:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-16 09:39:02,324:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-16 09:39:06,516:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.192482 seconds ...[0m
2023-09-16 09:39:08,709:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.109771 seconds ...[0m
2023-09-16 09:39:08,709:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.11243[0m
2023-09-16 09:39:08,710:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1478 || HITRATE@10 Avg: 0.2232 || NDCG@5 Avg: 0.0975 || NDCG@10 Avg: 0.1217[0m
2023-09-16 09:39:08,710:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-16 09:39:13,474:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.764173 seconds ...[0m
2023-09-16 09:39:13,574:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.11045[0m
2023-09-16 09:39:13,575:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-16 09:39:13,575:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-16 09:39:18,351:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.776361 seconds ...[0m
2023-09-16 09:39:18,417:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.11034[0m
2023-09-16 09:39:18,417:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-16 09:39:18,417:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-16 09:39:22,467:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.049753 seconds ...[0m
2023-09-16 09:39:22,533:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.11042[0m
2023-09-16 09:39:22,533:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-16 09:39:22,534:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-16 09:39:26,971:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.436854 seconds ...[0m
2023-09-16 09:39:27,125:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.11104[0m
2023-09-16 09:39:27,125:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-16 09:39:27,125:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-16 09:39:31,667:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.541541 seconds ...[0m
2023-09-16 09:39:33,804:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.039323 seconds ...[0m
2023-09-16 09:39:33,805:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.10952[0m
2023-09-16 09:39:33,805:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1454 || HITRATE@10 Avg: 0.2207 || NDCG@5 Avg: 0.0962 || NDCG@10 Avg: 0.1206[0m
2023-09-16 09:39:33,805:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-16 09:39:38,480:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.675163 seconds ...[0m
2023-09-16 09:39:38,556:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.11056[0m
2023-09-16 09:39:38,557:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-16 09:39:38,557:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-16 09:39:43,263:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.705959 seconds ...[0m
2023-09-16 09:39:43,414:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.10999[0m
2023-09-16 09:39:43,415:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-16 09:39:43,415:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-16 09:39:48,041:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.626246 seconds ...[0m
2023-09-16 09:39:48,114:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.11131[0m
2023-09-16 09:39:48,114:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-16 09:39:48,114:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-16 09:39:52,425:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.310280 seconds ...[0m
2023-09-16 09:39:52,485:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.10942[0m
2023-09-16 09:39:52,486:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-16 09:39:52,486:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-16 09:39:57,446:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.960451 seconds ...[0m
2023-09-16 09:39:59,584:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.061248 seconds ...[0m
2023-09-16 09:39:59,584:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.10937[0m
2023-09-16 09:39:59,585:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1444 || HITRATE@10 Avg: 0.2212 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1215[0m
2023-09-16 09:39:59,585:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-16 09:40:04,248:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.662905 seconds ...[0m
2023-09-16 09:40:04,313:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.10892[0m
2023-09-16 09:40:04,313:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-16 09:40:04,313:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-16 09:40:09,114:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.800841 seconds ...[0m
2023-09-16 09:40:09,203:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.11008[0m
2023-09-16 09:40:09,203:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-16 09:40:09,203:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-16 09:40:13,897:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.693499 seconds ...[0m
2023-09-16 09:40:13,960:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.11039[0m
2023-09-16 09:40:13,960:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-16 09:40:13,960:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-16 09:40:18,548:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.587527 seconds ...[0m
2023-09-16 09:40:18,680:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.10867[0m
2023-09-16 09:40:18,681:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-16 09:40:18,681:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-16 09:40:23,358:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.676907 seconds ...[0m
2023-09-16 09:40:25,406:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.981048 seconds ...[0m
2023-09-16 09:40:25,407:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1233*** [0m
2023-09-16 09:40:25,417:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.10843[0m
2023-09-16 09:40:25,417:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0478 || HITRATE@5 Avg: 0.1515 || HITRATE@10 Avg: 0.2224 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1233[0m
2023-09-16 09:40:25,417:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-16 09:40:30,060:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.642459 seconds ...[0m
2023-09-16 09:40:30,131:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.10673[0m
2023-09-16 09:40:30,131:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-16 09:40:30,132:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-16 09:40:34,889:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.756763 seconds ...[0m
2023-09-16 09:40:34,969:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.10851[0m
2023-09-16 09:40:34,969:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-16 09:40:34,969:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-16 09:40:39,602:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.632323 seconds ...[0m
2023-09-16 09:40:39,670:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.10869[0m
2023-09-16 09:40:39,670:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-16 09:40:39,670:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-16 09:40:44,038:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.368236 seconds ...[0m
2023-09-16 09:40:44,206:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.10711[0m
2023-09-16 09:40:44,206:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-16 09:40:44,206:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-16 09:40:49,286:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.079175 seconds ...[0m
2023-09-16 09:40:51,434:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.982344 seconds ...[0m
2023-09-16 09:40:51,434:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.10728[0m
2023-09-16 09:40:51,434:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1510 || HITRATE@10 Avg: 0.2245 || NDCG@5 Avg: 0.0990 || NDCG@10 Avg: 0.1226[0m
2023-09-16 09:40:51,434:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-16 09:40:55,520:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085813 seconds ...[0m
2023-09-16 09:40:55,585:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.10688[0m
2023-09-16 09:40:55,585:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-16 09:40:55,585:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-16 09:41:00,333:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.747724 seconds ...[0m
2023-09-16 09:41:00,418:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.10836[0m
2023-09-16 09:41:00,418:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-16 09:41:00,418:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-16 09:41:05,085:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.666934 seconds ...[0m
2023-09-16 09:41:05,150:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.10713[0m
2023-09-16 09:41:05,150:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-16 09:41:05,150:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-16 09:41:10,183:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.031954 seconds ...[0m
2023-09-16 09:41:10,249:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.10847[0m
2023-09-16 09:41:10,250:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-16 09:41:10,250:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-16 09:41:15,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.807913 seconds ...[0m
2023-09-16 09:41:17,165:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.038791 seconds ...[0m
2023-09-16 09:41:17,165:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.10792[0m
2023-09-16 09:41:17,165:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0442 || HITRATE@5 Avg: 0.1500 || HITRATE@10 Avg: 0.2192 || NDCG@5 Avg: 0.0970 || NDCG@10 Avg: 0.1192[0m
2023-09-16 09:41:17,165:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-16 09:41:21,964:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.798579 seconds ...[0m
2023-09-16 09:41:22,036:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.10765[0m
2023-09-16 09:41:22,036:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-16 09:41:22,036:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-16 09:41:26,481:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.444520 seconds ...[0m
2023-09-16 09:41:26,557:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.10730[0m
2023-09-16 09:41:26,558:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-16 09:41:26,558:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-16 09:41:31,120:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.562276 seconds ...[0m
2023-09-16 09:41:31,198:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.10577[0m
2023-09-16 09:41:31,198:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-16 09:41:31,199:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-16 09:41:35,899:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.700570 seconds ...[0m
2023-09-16 09:41:35,980:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.10700[0m
2023-09-16 09:41:35,980:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-16 09:41:35,980:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-16 09:41:41,062:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.081535 seconds ...[0m
2023-09-16 09:41:43,146:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.007531 seconds ...[0m
2023-09-16 09:41:43,146:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1245*** [0m
2023-09-16 09:41:43,161:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.10643[0m
2023-09-16 09:41:43,161:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1510 || HITRATE@10 Avg: 0.2260 || NDCG@5 Avg: 0.1003 || NDCG@10 Avg: 0.1245[0m
2023-09-16 09:41:43,162:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-16 09:41:47,595:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.433621 seconds ...[0m
2023-09-16 09:41:47,672:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.10627[0m
2023-09-16 09:41:47,672:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-16 09:41:47,672:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-16 09:41:51,866:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.193240 seconds ...[0m
2023-09-16 09:41:51,927:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.10702[0m
2023-09-16 09:41:51,928:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-16 09:41:51,928:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-16 09:41:56,503:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.575273 seconds ...[0m
2023-09-16 09:41:56,574:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.10549[0m
2023-09-16 09:41:56,574:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-16 09:41:56,575:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-16 09:42:01,261:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.686415 seconds ...[0m
2023-09-16 09:42:01,354:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.10821[0m
2023-09-16 09:42:01,355:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-16 09:42:01,355:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-16 09:42:05,849:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.493512 seconds ...[0m
2023-09-16 09:42:07,968:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.031532 seconds ...[0m
2023-09-16 09:42:07,969:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.10675[0m
2023-09-16 09:42:07,969:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1517 || HITRATE@10 Avg: 0.2253 || NDCG@5 Avg: 0.1000 || NDCG@10 Avg: 0.1238[0m
2023-09-16 09:42:07,969:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-16 09:42:12,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.381364 seconds ...[0m
2023-09-16 09:42:12,435:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.10700[0m
2023-09-16 09:42:12,435:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-16 09:42:12,435:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-16 09:42:17,121:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.685618 seconds ...[0m
2023-09-16 09:42:17,186:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.10638[0m
2023-09-16 09:42:17,187:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-16 09:42:17,187:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-16 09:42:21,594:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.407177 seconds ...[0m
2023-09-16 09:42:21,667:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.10665[0m
2023-09-16 09:42:21,667:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-16 09:42:21,667:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-16 09:42:25,893:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.225774 seconds ...[0m
2023-09-16 09:42:25,969:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.10515[0m
2023-09-16 09:42:25,969:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-16 09:42:25,969:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-16 09:42:30,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.689276 seconds ...[0m
2023-09-16 09:42:32,696:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.968448 seconds ...[0m
2023-09-16 09:42:32,696:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.10525[0m
2023-09-16 09:42:32,696:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1492 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.0991 || NDCG@10 Avg: 0.1243[0m
2023-09-16 09:42:32,696:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-16 09:42:37,163:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.466502 seconds ...[0m
2023-09-16 09:42:37,226:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.10634[0m
2023-09-16 09:42:37,226:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-16 09:42:37,226:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-16 09:42:41,733:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.507069 seconds ...[0m
2023-09-16 09:42:41,810:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.10620[0m
2023-09-16 09:42:41,810:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-16 09:42:41,810:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-16 09:42:46,265:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.454891 seconds ...[0m
2023-09-16 09:42:46,340:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.10491[0m
2023-09-16 09:42:46,340:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-16 09:42:46,340:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-16 09:42:50,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.415750 seconds ...[0m
2023-09-16 09:42:50,834:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.10546[0m
2023-09-16 09:42:50,834:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-16 09:42:50,834:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-16 09:42:55,090:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.255203 seconds ...[0m
2023-09-16 09:42:57,202:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.043737 seconds ...[0m
2023-09-16 09:42:57,203:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.10517[0m
2023-09-16 09:42:57,203:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1500 || HITRATE@10 Avg: 0.2262 || NDCG@5 Avg: 0.0998 || NDCG@10 Avg: 0.1244[0m
2023-09-16 09:42:57,203:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-16 09:43:01,897:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.693462 seconds ...[0m
2023-09-16 09:43:01,962:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.10477[0m
2023-09-16 09:43:01,963:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-16 09:43:01,963:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-16 09:43:06,211:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.247852 seconds ...[0m
2023-09-16 09:43:06,273:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.10491[0m
2023-09-16 09:43:06,273:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-16 09:43:06,273:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-16 09:43:10,741:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.466989 seconds ...[0m
2023-09-16 09:43:10,818:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.10492[0m
2023-09-16 09:43:10,818:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-16 09:43:10,818:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-16 09:43:15,108:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.289541 seconds ...[0m
2023-09-16 09:43:15,183:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.10489[0m
2023-09-16 09:43:15,184:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-16 09:43:15,185:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-16 09:43:20,147:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.960895 seconds ...[0m
2023-09-16 09:43:22,250:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.029676 seconds ...[0m
2023-09-16 09:43:22,251:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.10447[0m
2023-09-16 09:43:22,251:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1502 || HITRATE@10 Avg: 0.2311 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1244[0m
2023-09-16 09:43:22,251:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-16 09:43:27,285:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.033689 seconds ...[0m
2023-09-16 09:43:27,348:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.10456[0m
2023-09-16 09:43:27,348:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-16 09:43:27,348:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-16 09:43:32,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.909445 seconds ...[0m
2023-09-16 09:43:32,322:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.10436[0m
2023-09-16 09:43:32,322:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-16 09:43:32,323:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-16 09:43:36,775:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.452252 seconds ...[0m
2023-09-16 09:43:36,857:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.10386[0m
2023-09-16 09:43:36,857:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-16 09:43:36,857:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-16 09:43:41,680:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.822508 seconds ...[0m
2023-09-16 09:43:41,764:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.10401[0m
2023-09-16 09:43:41,765:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-16 09:43:41,765:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-16 09:43:46,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.402735 seconds ...[0m
2023-09-16 09:43:48,319:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.077784 seconds ...[0m
2023-09-16 09:43:48,320:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.10445[0m
2023-09-16 09:43:48,320:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0462 || HITRATE@5 Avg: 0.1520 || HITRATE@10 Avg: 0.2262 || NDCG@5 Avg: 0.0996 || NDCG@10 Avg: 0.1235[0m
2023-09-16 09:43:48,320:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-16 09:43:52,507:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.187233 seconds ...[0m
2023-09-16 09:43:52,788:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.10357[0m
2023-09-16 09:43:52,788:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-16 09:43:52,788:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-16 09:43:57,532:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.743588 seconds ...[0m
2023-09-16 09:43:57,606:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.10449[0m
2023-09-16 09:43:57,607:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-16 09:43:57,607:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-16 09:44:02,600:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.993553 seconds ...[0m
2023-09-16 09:44:02,693:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.10301[0m
2023-09-16 09:44:02,693:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-16 09:44:02,694:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-16 09:44:07,385:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.691222 seconds ...[0m
2023-09-16 09:44:07,458:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.10481[0m
2023-09-16 09:44:07,458:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-16 09:44:07,458:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-16 09:44:11,971:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.512927 seconds ...[0m
2023-09-16 09:44:14,083:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.051178 seconds ...[0m
2023-09-16 09:44:14,084:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1255*** [0m
2023-09-16 09:44:14,100:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.10342[0m
2023-09-16 09:44:14,100:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1535 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.1017 || NDCG@10 Avg: 0.1255[0m
2023-09-16 09:44:14,100:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-16 09:44:18,811:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.710769 seconds ...[0m
2023-09-16 09:44:18,894:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.10313[0m
2023-09-16 09:44:18,894:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-16 09:44:18,894:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-16 09:44:23,462:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.568171 seconds ...[0m
2023-09-16 09:44:23,530:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.10414[0m
2023-09-16 09:44:23,530:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-16 09:44:23,530:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-16 09:44:28,515:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.985284 seconds ...[0m
2023-09-16 09:44:28,579:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.10302[0m
2023-09-16 09:44:28,579:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-16 09:44:28,579:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-16 09:44:32,703:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.124244 seconds ...[0m
2023-09-16 09:44:32,771:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.10255[0m
2023-09-16 09:44:32,771:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-16 09:44:32,771:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-16 09:44:37,492:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.720571 seconds ...[0m
2023-09-16 09:44:39,572:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.009107 seconds ...[0m
2023-09-16 09:44:39,572:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1262*** [0m
2023-09-16 09:44:39,582:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.10126[0m
2023-09-16 09:44:39,582:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1540 || HITRATE@10 Avg: 0.2325 || NDCG@5 Avg: 0.1009 || NDCG@10 Avg: 0.1262[0m
2023-09-16 09:44:39,583:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-16 09:44:44,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.875712 seconds ...[0m
2023-09-16 09:44:44,540:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.10358[0m
2023-09-16 09:44:44,540:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-16 09:44:44,540:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-16 09:44:49,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.918883 seconds ...[0m
2023-09-16 09:44:49,593:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.10373[0m
2023-09-16 09:44:49,593:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-16 09:44:49,593:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-16 09:44:54,277:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.683397 seconds ...[0m
2023-09-16 09:44:54,356:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.10243[0m
2023-09-16 09:44:54,356:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-16 09:44:54,356:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-16 09:44:59,237:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.880945 seconds ...[0m
2023-09-16 09:44:59,382:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.10242[0m
2023-09-16 09:44:59,382:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-16 09:44:59,382:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-16 09:45:04,309:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.926885 seconds ...[0m
2023-09-16 09:45:06,350:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.978253 seconds ...[0m
2023-09-16 09:45:06,350:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.10143[0m
2023-09-16 09:45:06,351:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0467 || HITRATE@5 Avg: 0.1560 || HITRATE@10 Avg: 0.2272 || NDCG@5 Avg: 0.1015 || NDCG@10 Avg: 0.1244[0m
2023-09-16 09:45:06,351:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-16 09:45:11,324:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.972656 seconds ...[0m
2023-09-16 09:45:11,443:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.10355[0m
2023-09-16 09:45:11,443:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-16 09:45:11,443:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-16 09:45:16,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.933962 seconds ...[0m
2023-09-16 09:45:16,443:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.10177[0m
2023-09-16 09:45:16,443:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-16 09:45:16,443:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-16 09:45:20,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.448385 seconds ...[0m
2023-09-16 09:45:20,961:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.10199[0m
2023-09-16 09:45:20,961:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-16 09:45:20,961:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-16 09:45:25,416:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.454697 seconds ...[0m
2023-09-16 09:45:25,489:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.10237[0m
2023-09-16 09:45:25,490:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-16 09:45:25,490:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-16 09:45:29,964:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.474205 seconds ...[0m
2023-09-16 09:45:32,064:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.034155 seconds ...[0m
2023-09-16 09:45:32,064:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1269*** [0m
2023-09-16 09:45:32,080:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.10297[0m
2023-09-16 09:45:32,081:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1530 || HITRATE@10 Avg: 0.2333 || NDCG@5 Avg: 0.1012 || NDCG@10 Avg: 0.1269[0m
2023-09-16 09:45:32,081:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-16 09:45:37,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.963293 seconds ...[0m
2023-09-16 09:45:37,126:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.10193[0m
2023-09-16 09:45:37,126:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-16 09:45:37,126:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-16 09:45:41,813:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.687044 seconds ...[0m
2023-09-16 09:45:41,898:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.10304[0m
2023-09-16 09:45:41,898:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-16 09:45:41,898:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-16 09:45:46,157:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.258699 seconds ...[0m
2023-09-16 09:45:46,252:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.10124[0m
2023-09-16 09:45:46,252:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-16 09:45:46,253:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-16 09:45:50,771:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.517759 seconds ...[0m
2023-09-16 09:45:50,848:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.10307[0m
2023-09-16 09:45:50,848:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-16 09:45:50,848:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-16 09:45:55,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.732569 seconds ...[0m
2023-09-16 09:45:57,844:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.130415 seconds ...[0m
2023-09-16 09:45:57,844:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.10089[0m
2023-09-16 09:45:57,845:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1500 || HITRATE@10 Avg: 0.2281 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1234[0m
2023-09-16 09:45:57,845:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-16 09:46:02,201:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.356269 seconds ...[0m
2023-09-16 09:46:02,277:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.10214[0m
2023-09-16 09:46:02,277:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-16 09:46:02,277:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-16 09:46:07,062:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.784632 seconds ...[0m
2023-09-16 09:46:07,142:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.10044[0m
2023-09-16 09:46:07,142:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-16 09:46:07,142:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-16 09:46:11,584:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.441610 seconds ...[0m
2023-09-16 09:46:11,646:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.10189[0m
2023-09-16 09:46:11,646:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-16 09:46:11,646:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-16 09:46:15,998:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.351911 seconds ...[0m
2023-09-16 09:46:16,119:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.10207[0m
2023-09-16 09:46:16,119:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-16 09:46:16,119:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-16 09:46:20,870:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.750357 seconds ...[0m
2023-09-16 09:46:23,073:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.134390 seconds ...[0m
2023-09-16 09:46:23,073:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.10087[0m
2023-09-16 09:46:23,074:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1493 || HITRATE@10 Avg: 0.2298 || NDCG@5 Avg: 0.0975 || NDCG@10 Avg: 0.1234[0m
2023-09-16 09:46:23,074:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-16 09:46:28,062:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.987755 seconds ...[0m
2023-09-16 09:46:28,141:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.10052[0m
2023-09-16 09:46:28,141:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-16 09:46:28,141:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-16 09:46:33,201:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.059642 seconds ...[0m
2023-09-16 09:46:33,358:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.09988[0m
2023-09-16 09:46:33,358:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-16 09:46:33,358:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-16 09:46:37,864:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.505233 seconds ...[0m
2023-09-16 09:46:37,932:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.10111[0m
2023-09-16 09:46:37,932:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-16 09:46:37,932:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-16 09:46:42,274:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.342119 seconds ...[0m
2023-09-16 09:46:42,341:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.10038[0m
2023-09-16 09:46:42,341:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-16 09:46:42,342:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-16 09:46:46,785:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.442774 seconds ...[0m
2023-09-16 09:46:48,886:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.037715 seconds ...[0m
2023-09-16 09:46:48,887:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.10065[0m
2023-09-16 09:46:48,887:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1530 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.1002 || NDCG@10 Avg: 0.1244[0m
2023-09-16 09:46:48,887:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-16 09:46:53,643:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.756032 seconds ...[0m
2023-09-16 09:46:53,724:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.09988[0m
2023-09-16 09:46:53,724:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-16 09:46:53,724:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-16 09:46:58,565:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.840783 seconds ...[0m
2023-09-16 09:46:58,633:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.10074[0m
2023-09-16 09:46:58,633:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-16 09:46:58,633:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-16 09:47:03,201:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.568125 seconds ...[0m
2023-09-16 09:47:03,284:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.10088[0m
2023-09-16 09:47:03,285:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-16 09:47:03,285:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-16 09:47:07,837:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.551982 seconds ...[0m
2023-09-16 09:47:07,907:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.10105[0m
2023-09-16 09:47:07,907:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-16 09:47:07,907:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-16 09:47:12,176:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.268480 seconds ...[0m
2023-09-16 09:47:14,305:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.063960 seconds ...[0m
2023-09-16 09:47:14,305:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.10043[0m
2023-09-16 09:47:14,305:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1523 || HITRATE@10 Avg: 0.2315 || NDCG@5 Avg: 0.1002 || NDCG@10 Avg: 0.1259[0m
2023-09-16 09:47:14,305:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-16 09:47:19,219:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.913886 seconds ...[0m
2023-09-16 09:47:19,284:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.09990[0m
2023-09-16 09:47:19,284:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-16 09:47:19,284:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-16 09:47:23,912:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.627590 seconds ...[0m
2023-09-16 09:47:23,979:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.10020[0m
2023-09-16 09:47:23,979:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-16 09:47:23,979:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-16 09:47:28,305:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.325590 seconds ...[0m
2023-09-16 09:47:28,389:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.09988[0m
2023-09-16 09:47:28,389:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-16 09:47:28,390:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-16 09:47:33,195:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.805552 seconds ...[0m
2023-09-16 09:47:33,269:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.10028[0m
2023-09-16 09:47:33,269:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-16 09:47:33,269:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-16 09:47:37,723:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.453882 seconds ...[0m
2023-09-16 09:47:39,854:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.045521 seconds ...[0m
2023-09-16 09:47:39,854:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1280*** [0m
2023-09-16 09:47:39,864:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.10084[0m
2023-09-16 09:47:39,864:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1543 || HITRATE@10 Avg: 0.2376 || NDCG@5 Avg: 0.1011 || NDCG@10 Avg: 0.1280[0m
2023-09-16 09:47:39,865:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-16 09:47:44,729:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.864554 seconds ...[0m
2023-09-16 09:47:44,803:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.10108[0m
2023-09-16 09:47:44,803:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-16 09:47:44,803:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-16 09:47:49,452:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.648710 seconds ...[0m
2023-09-16 09:47:49,599:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.10036[0m
2023-09-16 09:47:49,600:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-16 09:47:49,600:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-16 09:47:54,406:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.806032 seconds ...[0m
2023-09-16 09:47:54,483:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.10050[0m
2023-09-16 09:47:54,483:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-16 09:47:54,483:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-16 09:47:59,001:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.516940 seconds ...[0m
2023-09-16 09:47:59,087:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.09959[0m
2023-09-16 09:47:59,087:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-16 09:47:59,087:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-16 09:48:03,694:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.606006 seconds ...[0m
2023-09-16 09:48:05,752:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.989877 seconds ...[0m
2023-09-16 09:48:05,752:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.10009[0m
2023-09-16 09:48:05,753:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0462 || HITRATE@5 Avg: 0.1523 || HITRATE@10 Avg: 0.2341 || NDCG@5 Avg: 0.0999 || NDCG@10 Avg: 0.1262[0m
2023-09-16 09:48:05,753:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-16 09:48:10,349:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.596638 seconds ...[0m
2023-09-16 09:48:10,413:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.10052[0m
2023-09-16 09:48:10,413:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-16 09:48:10,413:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-16 09:48:14,746:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.332534 seconds ...[0m
2023-09-16 09:48:14,813:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.09913[0m
2023-09-16 09:48:14,813:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-16 09:48:14,813:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-16 09:48:19,502:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.688414 seconds ...[0m
2023-09-16 09:48:19,564:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.09994[0m
2023-09-16 09:48:19,564:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-16 09:48:19,564:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-16 09:48:23,940:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.375819 seconds ...[0m
2023-09-16 09:48:24,003:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.09986[0m
2023-09-16 09:48:24,004:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-16 09:48:24,004:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-16 09:48:28,223:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.218822 seconds ...[0m
2023-09-16 09:48:30,294:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.998874 seconds ...[0m
2023-09-16 09:48:30,294:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.09874[0m
2023-09-16 09:48:30,294:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1485 || HITRATE@10 Avg: 0.2311 || NDCG@5 Avg: 0.0983 || NDCG@10 Avg: 0.1248[0m
2023-09-16 09:48:30,294:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-16 09:48:35,093:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.798603 seconds ...[0m
2023-09-16 09:48:35,198:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.09965[0m
2023-09-16 09:48:35,198:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-16 09:48:35,198:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-16 09:48:39,805:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.606013 seconds ...[0m
2023-09-16 09:48:39,873:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.10022[0m
2023-09-16 09:48:39,873:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-16 09:48:39,873:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-16 09:48:44,137:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.263568 seconds ...[0m
2023-09-16 09:48:44,200:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.10022[0m
2023-09-16 09:48:44,201:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-16 09:48:44,201:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-16 09:48:48,942:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.740486 seconds ...[0m
2023-09-16 09:48:49,018:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.09804[0m
2023-09-16 09:48:49,019:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-16 09:48:49,019:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-16 09:48:53,548:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.529043 seconds ...[0m
2023-09-16 09:48:55,690:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.044974 seconds ...[0m
2023-09-16 09:48:55,690:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.09951[0m
2023-09-16 09:48:55,690:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1556 || HITRATE@10 Avg: 0.2321 || NDCG@5 Avg: 0.1019 || NDCG@10 Avg: 0.1265[0m
2023-09-16 09:48:55,690:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-16 09:49:00,003:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.312267 seconds ...[0m
2023-09-16 09:49:00,079:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.09886[0m
2023-09-16 09:49:00,079:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-16 09:49:00,079:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-16 09:49:04,538:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.458274 seconds ...[0m
2023-09-16 09:49:04,635:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.09855[0m
2023-09-16 09:49:04,636:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-16 09:49:04,636:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-16 09:49:09,149:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.512923 seconds ...[0m
2023-09-16 09:49:09,226:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.09886[0m
2023-09-16 09:49:09,226:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-16 09:49:09,227:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-16 09:49:13,787:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.559804 seconds ...[0m
2023-09-16 09:49:13,868:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.09910[0m
2023-09-16 09:49:13,868:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-16 09:49:13,868:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-16 09:49:18,190:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.321940 seconds ...[0m
2023-09-16 09:49:20,226:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.971641 seconds ...[0m
2023-09-16 09:49:20,226:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.09836[0m
2023-09-16 09:49:20,226:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1530 || HITRATE@10 Avg: 0.2334 || NDCG@5 Avg: 0.1003 || NDCG@10 Avg: 0.1262[0m
2023-09-16 09:49:20,227:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-16 09:49:24,765:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.538260 seconds ...[0m
2023-09-16 09:49:24,834:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.09932[0m
2023-09-16 09:49:24,835:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-16 09:49:24,835:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-16 09:49:29,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.701656 seconds ...[0m
2023-09-16 09:49:29,604:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.09855[0m
2023-09-16 09:49:29,604:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-16 09:49:29,604:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-16 09:49:34,471:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.866619 seconds ...[0m
2023-09-16 09:49:34,569:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.09835[0m
2023-09-16 09:49:34,570:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-16 09:49:34,570:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-16 09:49:38,801:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.230736 seconds ...[0m
2023-09-16 09:49:38,893:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.09830[0m
2023-09-16 09:49:38,894:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-16 09:49:38,894:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-16 09:49:43,319:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.423738 seconds ...[0m
2023-09-16 09:49:45,534:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.118225 seconds ...[0m
2023-09-16 09:49:45,535:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1301*** [0m
2023-09-16 09:49:45,544:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.09906[0m
2023-09-16 09:49:45,544:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0518 || HITRATE@5 Avg: 0.1568 || HITRATE@10 Avg: 0.2368 || NDCG@5 Avg: 0.1044 || NDCG@10 Avg: 0.1301[0m
2023-09-16 09:49:45,544:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-16 09:49:49,837:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.292169 seconds ...[0m
2023-09-16 09:49:49,904:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.09837[0m
2023-09-16 09:49:49,904:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-16 09:49:49,904:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-16 09:49:54,343:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.438238 seconds ...[0m
2023-09-16 09:49:54,413:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.09977[0m
2023-09-16 09:49:54,414:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-16 09:49:54,414:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-16 09:49:58,602:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.187839 seconds ...[0m
2023-09-16 09:49:58,664:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.09900[0m
2023-09-16 09:49:58,664:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-16 09:49:58,665:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-16 09:50:03,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.503693 seconds ...[0m
2023-09-16 09:50:03,238:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.09728[0m
2023-09-16 09:50:03,238:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-16 09:50:03,239:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-16 09:50:07,725:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.486408 seconds ...[0m
2023-09-16 09:50:09,855:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.043940 seconds ...[0m
2023-09-16 09:50:09,856:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.09780[0m
2023-09-16 09:50:09,856:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0478 || HITRATE@5 Avg: 0.1541 || HITRATE@10 Avg: 0.2356 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1276[0m
2023-09-16 09:50:09,857:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-16 09:50:14,493:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.635796 seconds ...[0m
2023-09-16 09:50:14,554:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.09801[0m
2023-09-16 09:50:14,554:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-16 09:50:14,554:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-16 09:50:19,126:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.571790 seconds ...[0m
2023-09-16 09:50:19,193:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.09721[0m
2023-09-16 09:50:19,193:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-16 09:50:19,193:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-16 09:50:23,802:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.608287 seconds ...[0m
2023-09-16 09:50:23,875:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.09771[0m
2023-09-16 09:50:23,875:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-16 09:50:23,875:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-16 09:50:28,506:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.630736 seconds ...[0m
2023-09-16 09:50:28,583:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.09791[0m
2023-09-16 09:50:28,583:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-16 09:50:28,584:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-16 09:50:32,961:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.377217 seconds ...[0m
2023-09-16 09:50:34,980:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.935520 seconds ...[0m
2023-09-16 09:50:34,980:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.09790[0m
2023-09-16 09:50:34,980:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1475 || HITRATE@10 Avg: 0.2305 || NDCG@5 Avg: 0.0985 || NDCG@10 Avg: 0.1252[0m
2023-09-16 09:50:34,980:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-16 09:50:40,021:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.040156 seconds ...[0m
2023-09-16 09:50:40,088:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.09839[0m
2023-09-16 09:50:40,088:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-16 09:50:40,088:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-16 09:50:44,672:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.583152 seconds ...[0m
2023-09-16 09:50:44,771:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.09756[0m
2023-09-16 09:50:44,771:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-16 09:50:44,771:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-16 09:50:49,586:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.814755 seconds ...[0m
2023-09-16 09:50:49,649:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.09883[0m
2023-09-16 09:50:49,649:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-16 09:50:49,649:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-16 09:50:54,408:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.758370 seconds ...[0m
2023-09-16 09:50:54,481:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.09765[0m
2023-09-16 09:50:54,481:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-16 09:50:54,481:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-16 09:50:58,862:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.381455 seconds ...[0m
2023-09-16 09:51:00,949:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.018916 seconds ...[0m
2023-09-16 09:51:00,950:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.09694[0m
2023-09-16 09:51:00,950:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1525 || HITRATE@10 Avg: 0.2348 || NDCG@5 Avg: 0.1007 || NDCG@10 Avg: 0.1271[0m
2023-09-16 09:51:00,950:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-16 09:51:05,691:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.740829 seconds ...[0m
2023-09-16 09:51:05,770:	[1;34m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.09815[0m
2023-09-16 09:51:05,770:	[1;34m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-16 09:51:05,770:	[1;34m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-16 09:51:10,788:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.017345 seconds ...[0m
2023-09-16 09:51:10,879:	[1;34m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.09730[0m
2023-09-16 09:51:10,879:	[1;34m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-16 09:51:10,879:	[1;34m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-16 09:51:15,635:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.756089 seconds ...[0m
2023-09-16 09:51:15,709:	[1;34m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.09926[0m
2023-09-16 09:51:15,709:	[1;34m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-16 09:51:15,709:	[1;34m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-16 09:51:20,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.688336 seconds ...[0m
2023-09-16 09:51:20,491:	[1;34m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.09644[0m
2023-09-16 09:51:20,491:	[1;34m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-16 09:51:20,491:	[1;34m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-16 09:51:25,242:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.749830 seconds ...[0m
2023-09-16 09:51:27,465:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.085235 seconds ...[0m
2023-09-16 09:51:27,465:	[1;34m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.09860[0m
2023-09-16 09:51:27,465:	[1;34m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1538 || HITRATE@10 Avg: 0.2368 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1272[0m
2023-09-16 09:51:27,465:	[1;34m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-16 09:51:31,776:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.311234 seconds ...[0m
2023-09-16 09:51:31,857:	[1;34m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.09666[0m
2023-09-16 09:51:31,857:	[1;34m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-16 09:51:31,857:	[1;34m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-16 09:51:36,411:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.553139 seconds ...[0m
2023-09-16 09:51:36,479:	[1;34m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.09682[0m
2023-09-16 09:51:36,479:	[1;34m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-16 09:51:36,479:	[1;34m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-16 09:51:40,776:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.296285 seconds ...[0m
2023-09-16 09:51:40,866:	[1;34m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.09602[0m
2023-09-16 09:51:40,866:	[1;34m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-16 09:51:40,866:	[1;34m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-16 09:51:45,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.516384 seconds ...[0m
2023-09-16 09:51:45,450:	[1;34m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.09805[0m
2023-09-16 09:51:45,450:	[1;34m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-16 09:51:45,450:	[1;34m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-16 09:51:49,993:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.542696 seconds ...[0m
2023-09-16 09:51:52,328:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.239197 seconds ...[0m
2023-09-16 09:51:52,328:	[1;34m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.09731[0m
2023-09-16 09:51:52,329:	[1;34m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1565 || HITRATE@10 Avg: 0.2397 || NDCG@5 Avg: 0.1025 || NDCG@10 Avg: 0.1293[0m
2023-09-16 09:51:52,329:	[1;34m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-16 09:51:57,451:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.121920 seconds ...[0m
2023-09-16 09:51:57,573:	[1;34m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.09715[0m
2023-09-16 09:51:57,573:	[1;34m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-16 09:51:57,573:	[1;34m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-16 09:52:02,051:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.477561 seconds ...[0m
2023-09-16 09:52:02,141:	[1;34m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.09777[0m
2023-09-16 09:52:02,142:	[1;34m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-16 09:52:02,142:	[1;34m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-16 09:52:07,041:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.898762 seconds ...[0m
2023-09-16 09:52:07,134:	[1;34m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.09785[0m
2023-09-16 09:52:07,134:	[1;34m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-16 09:52:07,134:	[1;34m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-16 09:52:11,548:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.413015 seconds ...[0m
2023-09-16 09:52:11,628:	[1;34m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.09734[0m
2023-09-16 09:52:11,628:	[1;34m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-16 09:52:11,628:	[1;34m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-16 09:52:16,422:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.793505 seconds ...[0m
2023-09-16 09:52:18,678:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.120382 seconds ...[0m
2023-09-16 09:52:18,678:	[1;34m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.09751[0m
2023-09-16 09:52:18,678:	[1;34m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1565 || HITRATE@10 Avg: 0.2371 || NDCG@5 Avg: 0.1028 || NDCG@10 Avg: 0.1287[0m
2023-09-16 09:52:18,678:	[1;34m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-16 09:52:23,136:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.457493 seconds ...[0m
2023-09-16 09:52:23,215:	[1;34m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.09702[0m
2023-09-16 09:52:23,215:	[1;34m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-16 09:52:23,215:	[1;34m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-16 09:52:28,182:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.966798 seconds ...[0m
2023-09-16 09:52:28,262:	[1;34m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.09729[0m
2023-09-16 09:52:28,262:	[1;34m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-16 09:52:28,262:	[1;34m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-16 09:52:32,301:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.038783 seconds ...[0m
2023-09-16 09:52:32,364:	[1;34m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.09648[0m
2023-09-16 09:52:32,364:	[1;34m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-16 09:52:32,364:	[1;34m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-16 09:52:37,029:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.664904 seconds ...[0m
2023-09-16 09:52:37,094:	[1;34m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.09620[0m
2023-09-16 09:52:37,094:	[1;34m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-16 09:52:37,094:	[1;34m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-16 09:52:41,799:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.704065 seconds ...[0m
2023-09-16 09:52:44,111:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.062190 seconds ...[0m
2023-09-16 09:52:44,111:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1307*** [0m
2023-09-16 09:52:44,123:	[1;34m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.09606[0m
2023-09-16 09:52:44,123:	[1;34m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1581 || HITRATE@10 Avg: 0.2432 || NDCG@5 Avg: 0.1034 || NDCG@10 Avg: 0.1307[0m
2023-09-16 09:52:44,123:	[1;34m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-16 09:52:48,630:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.506470 seconds ...[0m
2023-09-16 09:52:48,711:	[1;34m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.09623[0m
2023-09-16 09:52:48,711:	[1;34m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-16 09:52:48,712:	[1;34m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-16 09:52:53,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.998090 seconds ...[0m
2023-09-16 09:52:53,818:	[1;34m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.09617[0m
2023-09-16 09:52:53,818:	[1;34m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-16 09:52:53,818:	[1;34m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-16 09:52:58,339:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.520886 seconds ...[0m
2023-09-16 09:52:58,404:	[1;34m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.09773[0m
2023-09-16 09:52:58,404:	[1;34m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-16 09:52:58,405:	[1;34m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-16 09:53:02,730:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.325201 seconds ...[0m
2023-09-16 09:53:02,821:	[1;34m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.09622[0m
2023-09-16 09:53:02,821:	[1;34m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-16 09:53:02,822:	[1;34m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-16 09:53:07,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.567284 seconds ...[0m
2023-09-16 09:53:09,440:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.978801 seconds ...[0m
2023-09-16 09:53:09,440:	[1;34m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.09635[0m
2023-09-16 09:53:09,441:	[1;34m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0503 || HITRATE@5 Avg: 0.1530 || HITRATE@10 Avg: 0.2344 || NDCG@5 Avg: 0.1023 || NDCG@10 Avg: 0.1285[0m
2023-09-16 09:53:09,441:	[1;34m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-16 09:53:14,156:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.715143 seconds ...[0m
2023-09-16 09:53:14,239:	[1;34m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.09690[0m
2023-09-16 09:53:14,239:	[1;34m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-16 09:53:14,239:	[1;34m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-16 09:53:18,618:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.378849 seconds ...[0m
2023-09-16 09:53:18,699:	[1;34m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.09596[0m
2023-09-16 09:53:18,699:	[1;34m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-16 09:53:18,699:	[1;34m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-16 09:53:23,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.837914 seconds ...[0m
2023-09-16 09:53:23,603:	[1;34m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.09633[0m
2023-09-16 09:53:23,603:	[1;34m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-16 09:53:23,603:	[1;34m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-16 09:53:28,246:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.642472 seconds ...[0m
2023-09-16 09:53:28,312:	[1;34m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.09604[0m
2023-09-16 09:53:28,313:	[1;34m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-16 09:53:28,313:	[1;34m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-16 09:53:32,852:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.538818 seconds ...[0m
2023-09-16 09:53:34,978:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.064182 seconds ...[0m
2023-09-16 09:53:34,978:	[1;34m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.09582[0m
2023-09-16 09:53:34,978:	[1;34m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1560 || HITRATE@10 Avg: 0.2308 || NDCG@5 Avg: 0.1030 || NDCG@10 Avg: 0.1270[0m
2023-09-16 09:53:34,978:	[1;34m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-16 09:53:39,765:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.786314 seconds ...[0m
2023-09-16 09:53:40,006:	[1;34m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.09611[0m
2023-09-16 09:53:40,008:	[1;34m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-16 09:53:40,008:	[1;34m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-16 09:53:44,928:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.919198 seconds ...[0m
2023-09-16 09:53:45,101:	[1;34m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.09670[0m
2023-09-16 09:53:45,101:	[1;34m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-16 09:53:45,101:	[1;34m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-16 09:53:49,825:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.723621 seconds ...[0m
2023-09-16 09:53:49,891:	[1;34m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.09619[0m
2023-09-16 09:53:49,891:	[1;34m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-16 09:53:49,892:	[1;34m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-16 09:53:55,159:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.267038 seconds ...[0m
2023-09-16 09:53:55,229:	[1;34m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.09631[0m
2023-09-16 09:53:55,229:	[1;34m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-16 09:53:55,229:	[1;34m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-16 09:53:59,770:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.540661 seconds ...[0m
2023-09-16 09:54:01,880:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.023842 seconds ...[0m
2023-09-16 09:54:01,880:	[1;34m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.09606[0m
2023-09-16 09:54:01,880:	[1;34m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1566 || HITRATE@10 Avg: 0.2344 || NDCG@5 Avg: 0.1034 || NDCG@10 Avg: 0.1284[0m
2023-09-16 09:54:01,881:	[1;34m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-16 09:54:06,266:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.384806 seconds ...[0m
2023-09-16 09:54:06,343:	[1;34m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.09515[0m
2023-09-16 09:54:06,343:	[1;34m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-16 09:54:06,343:	[1;34m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-16 09:54:11,039:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.695905 seconds ...[0m
2023-09-16 09:54:11,128:	[1;34m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.09577[0m
2023-09-16 09:54:11,129:	[1;34m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-16 09:54:11,129:	[1;34m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-16 09:54:15,401:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.272246 seconds ...[0m
2023-09-16 09:54:15,476:	[1;34m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.09662[0m
2023-09-16 09:54:15,476:	[1;34m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-16 09:54:15,477:	[1;34m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-16 09:54:19,952:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.475719 seconds ...[0m
2023-09-16 09:54:20,043:	[1;34m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.09515[0m
2023-09-16 09:54:20,043:	[1;34m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-16 09:54:20,043:	[1;34m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-16 09:54:24,688:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.644381 seconds ...[0m
2023-09-16 09:54:26,798:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.034520 seconds ...[0m
2023-09-16 09:54:26,798:	[1;34m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.09494[0m
2023-09-16 09:54:26,798:	[1;34m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1568 || HITRATE@10 Avg: 0.2386 || NDCG@5 Avg: 0.1039 || NDCG@10 Avg: 0.1303[0m
2023-09-16 09:54:26,798:	[1;34m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-16 09:54:31,564:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.765526 seconds ...[0m
2023-09-16 09:54:31,648:	[1;34m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.09676[0m
2023-09-16 09:54:31,648:	[1;34m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-16 09:54:31,648:	[1;34m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-16 09:54:36,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.519019 seconds ...[0m
2023-09-16 09:54:36,232:	[1;34m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.09503[0m
2023-09-16 09:54:36,233:	[1;34m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-16 09:54:36,233:	[1;34m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-16 09:54:40,416:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.183325 seconds ...[0m
2023-09-16 09:54:40,503:	[1;34m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.09609[0m
2023-09-16 09:54:40,503:	[1;34m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-16 09:54:40,503:	[1;34m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-16 09:54:45,297:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.793612 seconds ...[0m
2023-09-16 09:54:45,382:	[1;34m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.09533[0m
2023-09-16 09:54:45,382:	[1;34m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-16 09:54:45,382:	[1;34m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-16 09:54:50,320:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.937779 seconds ...[0m
2023-09-16 09:54:52,449:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.060822 seconds ...[0m
2023-09-16 09:54:52,449:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1325*** [0m
2023-09-16 09:54:52,459:	[1;34m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.09657[0m
2023-09-16 09:54:52,459:	[1;34m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0515 || HITRATE@5 Avg: 0.1571 || HITRATE@10 Avg: 0.2411 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1325[0m
2023-09-16 09:54:52,460:	[1;34m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-16 09:54:57,119:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.659379 seconds ...[0m
2023-09-16 09:54:57,258:	[1;34m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.09505[0m
2023-09-16 09:54:57,258:	[1;34m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-16 09:54:57,258:	[1;34m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-16 09:55:01,744:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.485018 seconds ...[0m
2023-09-16 09:55:01,811:	[1;34m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.09545[0m
2023-09-16 09:55:01,812:	[1;34m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-16 09:55:01,812:	[1;34m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-16 09:55:06,084:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.272562 seconds ...[0m
2023-09-16 09:55:06,171:	[1;34m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.09522[0m
2023-09-16 09:55:06,171:	[1;34m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-16 09:55:06,171:	[1;34m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-16 09:55:10,837:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.666184 seconds ...[0m
2023-09-16 09:55:11,016:	[1;34m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.09519[0m
2023-09-16 09:55:11,016:	[1;34m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-16 09:55:11,016:	[1;34m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-16 09:55:15,539:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.522318 seconds ...[0m
2023-09-16 09:55:17,743:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.142256 seconds ...[0m
2023-09-16 09:55:17,744:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1325*** [0m
2023-09-16 09:55:17,754:	[1;34m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.09584[0m
2023-09-16 09:55:17,754:	[1;34m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0520 || HITRATE@5 Avg: 0.1581 || HITRATE@10 Avg: 0.2416 || NDCG@5 Avg: 0.1057 || NDCG@10 Avg: 0.1325[0m
2023-09-16 09:55:17,754:	[1;34m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-16 09:55:22,260:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.506264 seconds ...[0m
2023-09-16 09:55:22,350:	[1;34m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.09537[0m
2023-09-16 09:55:22,350:	[1;34m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-16 09:55:22,350:	[1;34m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-16 09:55:26,484:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.133897 seconds ...[0m
2023-09-16 09:55:26,572:	[1;34m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.09479[0m
2023-09-16 09:55:26,572:	[1;34m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-16 09:55:26,572:	[1;34m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-16 09:55:30,948:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.376097 seconds ...[0m
2023-09-16 09:55:31,024:	[1;34m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.09522[0m
2023-09-16 09:55:31,024:	[1;34m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-16 09:55:31,024:	[1;34m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-16 09:55:35,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.537925 seconds ...[0m
2023-09-16 09:55:35,624:	[1;34m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.09505[0m
2023-09-16 09:55:35,624:	[1;34m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-16 09:55:35,624:	[1;34m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-16 09:55:40,140:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.515942 seconds ...[0m
2023-09-16 09:55:42,250:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.012201 seconds ...[0m
2023-09-16 09:55:42,251:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1331*** [0m
2023-09-16 09:55:42,266:	[1;34m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.09532[0m
2023-09-16 09:55:42,267:	[1;34m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0508 || HITRATE@5 Avg: 0.1579 || HITRATE@10 Avg: 0.2435 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1331[0m
2023-09-16 09:55:42,267:	[1;34m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-16 09:55:46,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.625116 seconds ...[0m
2023-09-16 09:55:46,975:	[1;34m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.09441[0m
2023-09-16 09:55:46,976:	[1;34m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-16 09:55:46,976:	[1;34m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-16 09:55:51,469:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.492559 seconds ...[0m
2023-09-16 09:55:51,550:	[1;34m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.09597[0m
2023-09-16 09:55:51,550:	[1;34m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-16 09:55:51,550:	[1;34m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-16 09:55:56,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.507705 seconds ...[0m
2023-09-16 09:55:56,135:	[1;34m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.09539[0m
2023-09-16 09:55:56,135:	[1;34m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-16 09:55:56,136:	[1;34m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-16 09:56:00,983:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.847458 seconds ...[0m
2023-09-16 09:56:01,058:	[1;34m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.09496[0m
2023-09-16 09:56:01,058:	[1;34m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-16 09:56:01,058:	[1;34m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-16 09:56:05,530:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.471387 seconds ...[0m
2023-09-16 09:56:07,605:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.993525 seconds ...[0m
2023-09-16 09:56:07,605:	[1;34m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.09558[0m
2023-09-16 09:56:07,605:	[1;34m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1555 || HITRATE@10 Avg: 0.2392 || NDCG@5 Avg: 0.1026 || NDCG@10 Avg: 0.1296[0m
2023-09-16 09:56:07,605:	[1;34m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-16 09:56:12,246:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.640638 seconds ...[0m
2023-09-16 09:56:12,311:	[1;34m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.09474[0m
2023-09-16 09:56:12,311:	[1;34m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-16 09:56:12,311:	[1;34m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-16 09:56:16,300:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.988842 seconds ...[0m
2023-09-16 09:56:16,367:	[1;34m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.09547[0m
2023-09-16 09:56:16,368:	[1;34m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-16 09:56:16,368:	[1;34m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-16 09:56:21,103:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.735516 seconds ...[0m
2023-09-16 09:56:21,188:	[1;34m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.09472[0m
2023-09-16 09:56:21,188:	[1;34m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-16 09:56:21,188:	[1;34m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-16 09:56:25,557:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.369045 seconds ...[0m
2023-09-16 09:56:25,640:	[1;34m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.09561[0m
2023-09-16 09:56:25,641:	[1;34m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-16 09:56:25,641:	[1;34m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-16 09:56:30,291:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.650514 seconds ...[0m
2023-09-16 09:56:32,421:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.035357 seconds ...[0m
2023-09-16 09:56:32,422:	[1;34m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.09446[0m
2023-09-16 09:56:32,422:	[1;34m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1601 || HITRATE@10 Avg: 0.2429 || NDCG@5 Avg: 0.1057 || NDCG@10 Avg: 0.1323[0m
2023-09-16 09:56:32,422:	[1;34m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-16 09:56:36,730:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.307564 seconds ...[0m
2023-09-16 09:56:36,814:	[1;34m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.09453[0m
2023-09-16 09:56:36,814:	[1;34m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-16 09:56:36,814:	[1;34m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-16 09:56:41,349:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.534454 seconds ...[0m
2023-09-16 09:56:41,411:	[1;34m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.09476[0m
2023-09-16 09:56:41,411:	[1;34m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-16 09:56:41,411:	[1;34m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-16 09:56:46,274:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.862781 seconds ...[0m
2023-09-16 09:56:46,343:	[1;34m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.09596[0m
2023-09-16 09:56:46,343:	[1;34m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-16 09:56:46,343:	[1;34m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-16 09:56:50,968:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.624550 seconds ...[0m
2023-09-16 09:56:51,048:	[1;34m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.09395[0m
2023-09-16 09:56:51,048:	[1;34m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-16 09:56:51,048:	[1;34m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-16 09:56:56,014:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.966135 seconds ...[0m
2023-09-16 09:56:58,118:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.036608 seconds ...[0m
2023-09-16 09:56:58,118:	[1;34m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.09426[0m
2023-09-16 09:56:58,118:	[1;34m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1555 || HITRATE@10 Avg: 0.2396 || NDCG@5 Avg: 0.1021 || NDCG@10 Avg: 0.1293[0m
2023-09-16 09:56:58,118:	[1;34m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-16 09:57:02,571:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.452739 seconds ...[0m
2023-09-16 09:57:02,659:	[1;34m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.09442[0m
2023-09-16 09:57:02,660:	[1;34m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-16 09:57:02,660:	[1;34m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-16 09:57:07,664:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.004317 seconds ...[0m
2023-09-16 09:57:07,797:	[1;34m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.09419[0m
2023-09-16 09:57:07,797:	[1;34m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-16 09:57:07,797:	[1;34m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-16 09:57:12,508:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.711485 seconds ...[0m
2023-09-16 09:57:12,586:	[1;34m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.09523[0m
2023-09-16 09:57:12,586:	[1;34m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-16 09:57:12,587:	[1;34m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-16 09:57:17,760:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.173043 seconds ...[0m
2023-09-16 09:57:17,851:	[1;34m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.09431[0m
2023-09-16 09:57:17,851:	[1;34m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-16 09:57:17,851:	[1;34m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-16 09:57:22,420:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.568803 seconds ...[0m
2023-09-16 09:57:24,588:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.094956 seconds ...[0m
2023-09-16 09:57:24,588:	[1;34m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.09342[0m
2023-09-16 09:57:24,588:	[1;34m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0478 || HITRATE@5 Avg: 0.1550 || HITRATE@10 Avg: 0.2387 || NDCG@5 Avg: 0.1009 || NDCG@10 Avg: 0.1278[0m
2023-09-16 09:57:24,588:	[1;34m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-16 09:57:29,112:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.523247 seconds ...[0m
2023-09-16 09:57:29,179:	[1;34m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.09438[0m
2023-09-16 09:57:29,179:	[1;34m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-16 09:57:29,179:	[1;34m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-16 09:57:33,454:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.273967 seconds ...[0m
2023-09-16 09:57:33,587:	[1;34m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.09372[0m
2023-09-16 09:57:33,587:	[1;34m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-16 09:57:33,587:	[1;34m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-16 09:57:38,426:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.838458 seconds ...[0m
2023-09-16 09:57:38,502:	[1;34m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.09532[0m
2023-09-16 09:57:38,503:	[1;34m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-16 09:57:38,503:	[1;34m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-16 09:57:43,070:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.566935 seconds ...[0m
2023-09-16 09:57:43,137:	[1;34m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.09385[0m
2023-09-16 09:57:43,137:	[1;34m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-16 09:57:43,137:	[1;34m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-16 09:57:47,780:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.642673 seconds ...[0m
2023-09-16 09:57:49,921:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.075761 seconds ...[0m
2023-09-16 09:57:49,922:	[1;34m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.09333[0m
2023-09-16 09:57:49,922:	[1;34m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1591 || HITRATE@10 Avg: 0.2429 || NDCG@5 Avg: 0.1044 || NDCG@10 Avg: 0.1314[0m
2023-09-16 09:57:49,922:	[1;34m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-16 09:57:54,501:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.579327 seconds ...[0m
2023-09-16 09:57:54,585:	[1;34m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.09304[0m
2023-09-16 09:57:54,586:	[1;34m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-16 09:57:54,586:	[1;34m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-16 09:57:59,032:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.445820 seconds ...[0m
2023-09-16 09:57:59,093:	[1;34m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.09468[0m
2023-09-16 09:57:59,093:	[1;34m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-16 09:57:59,094:	[1;34m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-16 09:58:04,006:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.912388 seconds ...[0m
2023-09-16 09:58:04,073:	[1;34m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.09432[0m
2023-09-16 09:58:04,073:	[1;34m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-16 09:58:04,074:	[1;34m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-16 09:58:08,529:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.455206 seconds ...[0m
2023-09-16 09:58:08,591:	[1;34m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.09428[0m
2023-09-16 09:58:08,592:	[1;34m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-16 09:58:08,592:	[1;34m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-16 09:58:13,221:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.629003 seconds ...[0m
2023-09-16 09:58:15,381:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.073610 seconds ...[0m
2023-09-16 09:58:15,382:	[1;34m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.09324[0m
2023-09-16 09:58:15,383:	[1;34m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1523 || HITRATE@10 Avg: 0.2391 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1284[0m
2023-09-16 09:58:15,383:	[1;34m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-16 09:58:20,131:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.746773 seconds ...[0m
2023-09-16 09:58:20,199:	[1;34m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.09468[0m
2023-09-16 09:58:20,199:	[1;34m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-16 09:58:20,199:	[1;34m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-16 09:58:24,744:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.544506 seconds ...[0m
2023-09-16 09:58:24,821:	[1;34m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.09437[0m
2023-09-16 09:58:24,821:	[1;34m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-16 09:58:24,821:	[1;34m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-16 09:58:29,731:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.909552 seconds ...[0m
2023-09-16 09:58:29,891:	[1;34m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.09353[0m
2023-09-16 09:58:29,892:	[1;34m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-16 09:58:29,892:	[1;34m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-16 09:58:34,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.857175 seconds ...[0m
2023-09-16 09:58:34,980:	[1;34m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.09456[0m
2023-09-16 09:58:34,980:	[1;34m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-16 09:58:34,980:	[1;34m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-16 09:58:39,395:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.414292 seconds ...[0m
2023-09-16 09:58:41,504:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.029065 seconds ...[0m
2023-09-16 09:58:41,505:	[1;34m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.09470[0m
2023-09-16 09:58:41,505:	[1;34m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1525 || HITRATE@10 Avg: 0.2363 || NDCG@5 Avg: 0.1002 || NDCG@10 Avg: 0.1273[0m
2023-09-16 09:58:41,505:	[1;34m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-16 09:58:45,977:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.471818 seconds ...[0m
2023-09-16 09:58:46,061:	[1;34m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.09402[0m
2023-09-16 09:58:46,061:	[1;34m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-16 09:58:46,061:	[1;34m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-16 09:58:50,281:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.219683 seconds ...[0m
2023-09-16 09:58:50,347:	[1;34m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.09343[0m
2023-09-16 09:58:50,348:	[1;34m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-16 09:58:50,348:	[1;34m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-16 09:58:55,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.767252 seconds ...[0m
2023-09-16 09:58:55,183:	[1;34m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.09515[0m
2023-09-16 09:58:55,183:	[1;34m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-16 09:58:55,183:	[1;34m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-16 09:58:59,887:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.703348 seconds ...[0m
2023-09-16 09:58:59,954:	[1;34m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.09476[0m
2023-09-16 09:58:59,954:	[1;34m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-16 09:58:59,954:	[1;34m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-16 09:59:04,502:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.547918 seconds ...[0m
2023-09-16 09:59:06,562:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.994911 seconds ...[0m
2023-09-16 09:59:06,562:	[1;34m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.09293[0m
2023-09-16 09:59:06,562:	[1;34m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1568 || HITRATE@10 Avg: 0.2356 || NDCG@5 Avg: 0.1042 || NDCG@10 Avg: 0.1295[0m
2023-09-16 09:59:06,562:	[1;34m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-16 09:59:11,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.494959 seconds ...[0m
2023-09-16 09:59:11,133:	[1;34m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.09385[0m
2023-09-16 09:59:11,133:	[1;34m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-16 09:59:11,133:	[1;34m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-16 09:59:15,669:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.535043 seconds ...[0m
2023-09-16 09:59:15,765:	[1;34m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.09377[0m
2023-09-16 09:59:15,766:	[1;34m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-16 09:59:15,766:	[1;34m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-16 09:59:20,259:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.492821 seconds ...[0m
2023-09-16 09:59:20,362:	[1;34m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.09412[0m
2023-09-16 09:59:20,362:	[1;34m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-16 09:59:20,363:	[1;34m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-16 09:59:25,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.137280 seconds ...[0m
2023-09-16 09:59:25,584:	[1;34m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.09393[0m
2023-09-16 09:59:25,584:	[1;34m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-16 09:59:25,584:	[1;34m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-16 09:59:30,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.880275 seconds ...[0m
2023-09-16 09:59:32,654:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.117620 seconds ...[0m
2023-09-16 09:59:32,654:	[1;34m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.09291[0m
2023-09-16 09:59:32,654:	[1;34m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1616 || HITRATE@10 Avg: 0.2419 || NDCG@5 Avg: 0.1058 || NDCG@10 Avg: 0.1317[0m
2023-09-16 09:59:32,654:	[1;34m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-16 09:59:37,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.623811 seconds ...[0m
2023-09-16 09:59:37,477:	[1;34m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.09402[0m
2023-09-16 09:59:37,477:	[1;34m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-16 09:59:37,478:	[1;34m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-16 09:59:42,190:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.712176 seconds ...[0m
2023-09-16 09:59:42,273:	[1;34m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.09284[0m
2023-09-16 09:59:42,273:	[1;34m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-16 09:59:42,273:	[1;34m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-16 09:59:46,826:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.552506 seconds ...[0m
2023-09-16 09:59:46,890:	[1;34m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.09288[0m
2023-09-16 09:59:46,891:	[1;34m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-16 09:59:46,891:	[1;34m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-16 09:59:51,324:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.432713 seconds ...[0m
2023-09-16 09:59:51,402:	[1;34m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.09420[0m
2023-09-16 09:59:51,403:	[1;34m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-16 09:59:51,403:	[1;34m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-16 09:59:55,947:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.544633 seconds ...[0m
2023-09-16 09:59:58,068:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.046031 seconds ...[0m
2023-09-16 09:59:58,068:	[1;34m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.09331[0m
2023-09-16 09:59:58,068:	[1;34m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1591 || HITRATE@10 Avg: 0.2439 || NDCG@5 Avg: 0.1054 || NDCG@10 Avg: 0.1327[0m
2023-09-16 09:59:58,068:	[1;34m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-16 10:00:02,808:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.739679 seconds ...[0m
2023-09-16 10:00:02,897:	[1;34m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.09337[0m
2023-09-16 10:00:02,897:	[1;34m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-16 10:00:02,898:	[1;34m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-16 10:00:07,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.673562 seconds ...[0m
2023-09-16 10:00:07,642:	[1;34m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.09392[0m
2023-09-16 10:00:07,642:	[1;34m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-16 10:00:07,642:	[1;34m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-16 10:00:12,207:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.564540 seconds ...[0m
2023-09-16 10:00:12,284:	[1;34m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.09235[0m
2023-09-16 10:00:12,284:	[1;34m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-16 10:00:12,284:	[1;34m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-16 10:00:16,808:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.523382 seconds ...[0m
2023-09-16 10:00:16,875:	[1;34m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.09277[0m
2023-09-16 10:00:16,876:	[1;34m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-16 10:00:16,876:	[1;34m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-16 10:00:21,188:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.312413 seconds ...[0m
2023-09-16 10:00:23,208:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.954652 seconds ...[0m
2023-09-16 10:00:23,209:	[1;34m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.09343[0m
2023-09-16 10:00:23,209:	[1;34m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1591 || HITRATE@10 Avg: 0.2411 || NDCG@5 Avg: 0.1053 || NDCG@10 Avg: 0.1318[0m
2023-09-16 10:00:23,209:	[1;34m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-16 10:00:28,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.864163 seconds ...[0m
2023-09-16 10:00:28,135:	[1;34m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.09348[0m
2023-09-16 10:00:28,135:	[1;34m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-16 10:00:28,136:	[1;34m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-16 10:00:32,912:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.776005 seconds ...[0m
2023-09-16 10:00:32,978:	[1;34m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.09254[0m
2023-09-16 10:00:32,978:	[1;34m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-16 10:00:32,978:	[1;34m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-16 10:00:37,663:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.684895 seconds ...[0m
2023-09-16 10:00:37,732:	[1;34m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.09250[0m
2023-09-16 10:00:37,732:	[1;34m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-16 10:00:37,732:	[1;34m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-16 10:00:42,427:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.694759 seconds ...[0m
2023-09-16 10:00:42,493:	[1;34m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.09281[0m
2023-09-16 10:00:42,494:	[1;34m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-16 10:00:42,494:	[1;34m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-16 10:00:46,882:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.387866 seconds ...[0m
2023-09-16 10:00:48,891:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.933308 seconds ...[0m
2023-09-16 10:00:48,891:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1333*** [0m
2023-09-16 10:00:48,903:	[1;34m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.09331[0m
2023-09-16 10:00:48,903:	[1;34m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0520 || HITRATE@5 Avg: 0.1608 || HITRATE@10 Avg: 0.2447 || NDCG@5 Avg: 0.1064 || NDCG@10 Avg: 0.1333[0m
2023-09-16 10:00:48,903:	[1;34m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-16 10:00:53,121:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.217997 seconds ...[0m
2023-09-16 10:00:53,190:	[1;34m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.09296[0m
2023-09-16 10:00:53,190:	[1;34m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-16 10:00:53,190:	[1;34m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-16 10:00:57,840:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.649563 seconds ...[0m
2023-09-16 10:00:57,909:	[1;34m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.09316[0m
2023-09-16 10:00:57,910:	[1;34m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-16 10:00:57,910:	[1;34m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-16 10:01:02,499:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.589488 seconds ...[0m
2023-09-16 10:01:02,574:	[1;34m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.09278[0m
2023-09-16 10:01:02,574:	[1;34m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-16 10:01:02,574:	[1;34m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-16 10:01:06,869:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.294133 seconds ...[0m
2023-09-16 10:01:07,021:	[1;34m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.09355[0m
2023-09-16 10:01:07,022:	[1;34m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-16 10:01:07,022:	[1;34m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-16 10:01:11,764:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.741825 seconds ...[0m
2023-09-16 10:01:13,808:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.976191 seconds ...[0m
2023-09-16 10:01:13,808:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1334*** [0m
2023-09-16 10:01:13,818:	[1;34m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.09222[0m
2023-09-16 10:01:13,818:	[1;34m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1609 || HITRATE@10 Avg: 0.2419 || NDCG@5 Avg: 0.1074 || NDCG@10 Avg: 0.1334[0m
2023-09-16 10:01:13,818:	[1;34m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-16 10:01:18,340:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.521456 seconds ...[0m
2023-09-16 10:01:18,407:	[1;34m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.09341[0m
2023-09-16 10:01:18,407:	[1;34m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-16 10:01:18,407:	[1;34m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-16 10:01:23,314:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.905978 seconds ...[0m
2023-09-16 10:01:23,398:	[1;34m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.09273[0m
2023-09-16 10:01:23,398:	[1;34m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-16 10:01:23,398:	[1;34m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-16 10:01:28,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.656046 seconds ...[0m
2023-09-16 10:01:28,130:	[1;34m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.09282[0m
2023-09-16 10:01:28,130:	[1;34m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-16 10:01:28,131:	[1;34m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-16 10:01:32,995:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.864017 seconds ...[0m
2023-09-16 10:01:33,130:	[1;34m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.09367[0m
2023-09-16 10:01:33,131:	[1;34m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-16 10:01:33,132:	[1;34m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-16 10:01:37,929:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.796062 seconds ...[0m
2023-09-16 10:01:40,055:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.054010 seconds ...[0m
2023-09-16 10:01:40,055:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1342*** [0m
2023-09-16 10:01:40,070:	[1;34m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.09313[0m
2023-09-16 10:01:40,070:	[1;34m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0538 || HITRATE@5 Avg: 0.1588 || HITRATE@10 Avg: 0.2449 || NDCG@5 Avg: 0.1065 || NDCG@10 Avg: 0.1342[0m
2023-09-16 10:01:40,071:	[1;34m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-16 10:01:44,542:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.471790 seconds ...[0m
2023-09-16 10:01:44,605:	[1;34m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.09228[0m
2023-09-16 10:01:44,605:	[1;34m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-16 10:01:44,605:	[1;34m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-16 10:01:48,986:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.381237 seconds ...[0m
2023-09-16 10:01:49,058:	[1;34m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.09305[0m
2023-09-16 10:01:49,059:	[1;34m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-16 10:01:49,059:	[1;34m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-16 10:01:53,748:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.689365 seconds ...[0m
2023-09-16 10:01:53,821:	[1;34m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.09322[0m
2023-09-16 10:01:54,010:	[1;34m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-16 10:01:54,010:	[1;34m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-16 10:01:58,377:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.366824 seconds ...[0m
2023-09-16 10:01:58,457:	[1;34m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.09335[0m
2023-09-16 10:01:58,457:	[1;34m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-16 10:01:58,457:	[1;34m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-16 10:02:03,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.800761 seconds ...[0m
2023-09-16 10:02:05,327:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.003245 seconds ...[0m
2023-09-16 10:02:05,327:	[1;34m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.09289[0m
2023-09-16 10:02:05,327:	[1;34m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1599 || HITRATE@10 Avg: 0.2474 || NDCG@5 Avg: 0.1051 || NDCG@10 Avg: 0.1332[0m
2023-09-16 10:02:05,327:	[1;34m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-16 10:02:09,836:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.508097 seconds ...[0m
2023-09-16 10:02:09,901:	[1;34m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.09275[0m
2023-09-16 10:02:09,901:	[1;34m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-16 10:02:09,901:	[1;34m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-16 10:02:14,546:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.644902 seconds ...[0m
2023-09-16 10:02:14,624:	[1;34m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.09283[0m
2023-09-16 10:02:14,624:	[1;34m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-16 10:02:14,624:	[1;34m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-16 10:02:18,887:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.263288 seconds ...[0m
2023-09-16 10:02:18,960:	[1;34m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.09170[0m
2023-09-16 10:02:18,961:	[1;34m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-16 10:02:18,961:	[1;34m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-16 10:02:23,435:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.473929 seconds ...[0m
2023-09-16 10:02:23,508:	[1;34m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.09231[0m
2023-09-16 10:02:23,508:	[1;34m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-16 10:02:23,508:	[1;34m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-16 10:02:28,122:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.614200 seconds ...[0m
2023-09-16 10:02:30,220:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.030900 seconds ...[0m
2023-09-16 10:02:30,221:	[1;34m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.09309[0m
2023-09-16 10:02:30,221:	[1;34m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1594 || HITRATE@10 Avg: 0.2430 || NDCG@5 Avg: 0.1053 || NDCG@10 Avg: 0.1322[0m
2023-09-16 10:02:30,221:	[1;34m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-16 10:02:34,739:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.517879 seconds ...[0m
2023-09-16 10:02:34,815:	[1;34m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.09301[0m
2023-09-16 10:02:34,815:	[1;34m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-16 10:02:34,815:	[1;34m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-16 10:02:39,015:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.200020 seconds ...[0m
2023-09-16 10:02:39,080:	[1;34m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.09213[0m
2023-09-16 10:02:39,080:	[1;34m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-16 10:02:39,080:	[1;34m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-16 10:02:43,823:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.742007 seconds ...[0m
2023-09-16 10:02:43,906:	[1;34m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.09343[0m
2023-09-16 10:02:43,907:	[1;34m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-16 10:02:43,907:	[1;34m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-16 10:02:48,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.721472 seconds ...[0m
2023-09-16 10:02:48,725:	[1;34m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.09195[0m
2023-09-16 10:02:48,725:	[1;34m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-16 10:02:48,725:	[1;34m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-16 10:02:53,319:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.593663 seconds ...[0m
2023-09-16 10:02:55,397:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.007935 seconds ...[0m
2023-09-16 10:02:55,398:	[1;34m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.09168[0m
2023-09-16 10:02:55,595:	[1;34m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1566 || HITRATE@10 Avg: 0.2419 || NDCG@5 Avg: 0.1039 || NDCG@10 Avg: 0.1313[0m
2023-09-16 10:02:55,595:	[1;34m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-16 10:02:59,814:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.218565 seconds ...[0m
2023-09-16 10:02:59,901:	[1;34m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.09358[0m
2023-09-16 10:02:59,901:	[1;34m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-16 10:02:59,901:	[1;34m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-16 10:03:04,575:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.673284 seconds ...[0m
2023-09-16 10:03:04,671:	[1;34m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.09213[0m
2023-09-16 10:03:04,671:	[1;34m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-16 10:03:04,671:	[1;34m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-16 10:03:08,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.295027 seconds ...[0m
2023-09-16 10:03:09,035:	[1;34m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.09251[0m
2023-09-16 10:03:09,036:	[1;34m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-16 10:03:09,036:	[1;34m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-16 10:03:13,859:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.822639 seconds ...[0m
2023-09-16 10:03:13,930:	[1;34m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.09241[0m
2023-09-16 10:03:13,931:	[1;34m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-16 10:03:13,931:	[1;34m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-16 10:03:18,746:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.814702 seconds ...[0m
2023-09-16 10:03:20,871:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.059073 seconds ...[0m
2023-09-16 10:03:20,872:	[1;34m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.09125[0m
2023-09-16 10:03:20,872:	[1;34m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1666 || HITRATE@10 Avg: 0.2442 || NDCG@5 Avg: 0.1088 || NDCG@10 Avg: 0.1338[0m
2023-09-16 10:03:20,872:	[1;34m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-16 10:03:25,723:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.850735 seconds ...[0m
2023-09-16 10:03:25,791:	[1;34m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.09125[0m
2023-09-16 10:03:25,791:	[1;34m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-16 10:03:25,791:	[1;34m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-16 10:03:30,220:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.428468 seconds ...[0m
2023-09-16 10:03:30,288:	[1;34m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.09158[0m
2023-09-16 10:03:30,289:	[1;34m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-16 10:03:30,289:	[1;34m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-16 10:03:34,578:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.289516 seconds ...[0m
2023-09-16 10:03:34,640:	[1;34m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.09226[0m
2023-09-16 10:03:34,640:	[1;34m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-16 10:03:34,641:	[1;34m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-16 10:03:38,882:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.241558 seconds ...[0m
2023-09-16 10:03:38,957:	[1;34m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.09147[0m
2023-09-16 10:03:38,958:	[1;34m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-16 10:03:38,958:	[1;34m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-16 10:03:43,311:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.353089 seconds ...[0m
2023-09-16 10:03:45,504:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.047766 seconds ...[0m
2023-09-16 10:03:45,504:	[1;34m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.09171[0m
2023-09-16 10:03:45,505:	[1;34m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1583 || HITRATE@10 Avg: 0.2427 || NDCG@5 Avg: 0.1039 || NDCG@10 Avg: 0.1311[0m
2023-09-16 10:03:45,505:	[1;34m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-16 10:03:50,224:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.719587 seconds ...[0m
2023-09-16 10:03:50,297:	[1;34m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.09309[0m
2023-09-16 10:03:50,297:	[1;34m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-16 10:03:50,297:	[1;34m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-16 10:03:55,024:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.726635 seconds ...[0m
2023-09-16 10:03:55,087:	[1;34m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.09264[0m
2023-09-16 10:03:55,087:	[1;34m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-16 10:03:55,087:	[1;34m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-16 10:03:59,384:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.296548 seconds ...[0m
2023-09-16 10:03:59,522:	[1;34m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.09231[0m
2023-09-16 10:03:59,523:	[1;34m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-16 10:03:59,523:	[1;34m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-16 10:04:03,799:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.275135 seconds ...[0m
2023-09-16 10:04:03,876:	[1;34m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.09223[0m
2023-09-16 10:04:03,877:	[1;34m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-16 10:04:03,877:	[1;34m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-16 10:04:08,305:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.428484 seconds ...[0m
2023-09-16 10:04:10,368:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.986401 seconds ...[0m
2023-09-16 10:04:10,368:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1353*** [0m
2023-09-16 10:04:10,382:	[1;34m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.09097[0m
2023-09-16 10:04:10,382:	[1;34m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1639 || HITRATE@10 Avg: 0.2452 || NDCG@5 Avg: 0.1093 || NDCG@10 Avg: 0.1353[0m
2023-09-16 10:04:10,382:	[1;34m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-16 10:04:14,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.334090 seconds ...[0m
2023-09-16 10:04:14,857:	[1;34m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.09187[0m
2023-09-16 10:04:14,858:	[1;34m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-16 10:04:14,859:	[1;34m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-16 10:04:19,252:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.391891 seconds ...[0m
2023-09-16 10:04:19,314:	[1;34m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.09239[0m
2023-09-16 10:04:19,314:	[1;34m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-16 10:04:19,314:	[1;34m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-16 10:04:23,920:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.605585 seconds ...[0m
2023-09-16 10:04:24,009:	[1;34m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.09240[0m
2023-09-16 10:04:24,009:	[1;34m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-16 10:04:24,009:	[1;34m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-16 10:04:28,088:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.078898 seconds ...[0m
2023-09-16 10:04:28,162:	[1;34m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.09141[0m
2023-09-16 10:04:28,163:	[1;34m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-16 10:04:28,163:	[1;34m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-16 10:04:32,788:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.624841 seconds ...[0m
2023-09-16 10:04:34,848:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.975934 seconds ...[0m
2023-09-16 10:04:34,849:	[1;34m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.09233[0m
2023-09-16 10:04:34,849:	[1;34m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0518 || HITRATE@5 Avg: 0.1604 || HITRATE@10 Avg: 0.2465 || NDCG@5 Avg: 0.1065 || NDCG@10 Avg: 0.1343[0m
2023-09-16 10:04:34,849:	[1;34m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-16 10:04:39,677:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.827832 seconds ...[0m
2023-09-16 10:04:39,740:	[1;34m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.09290[0m
2023-09-16 10:04:39,740:	[1;34m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-16 10:04:39,740:	[1;34m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-16 10:04:44,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.609078 seconds ...[0m
2023-09-16 10:04:44,422:	[1;34m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.09210[0m
2023-09-16 10:04:44,422:	[1;34m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-16 10:04:44,422:	[1;34m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-16 10:04:48,925:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.503094 seconds ...[0m
2023-09-16 10:04:49,003:	[1;34m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.09205[0m
2023-09-16 10:04:49,003:	[1;34m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-16 10:04:49,003:	[1;34m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-16 10:04:53,762:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.758574 seconds ...[0m
2023-09-16 10:04:53,837:	[1;34m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.09148[0m
2023-09-16 10:04:53,837:	[1;34m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-16 10:04:53,837:	[1;34m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-16 10:04:58,120:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.282811 seconds ...[0m
2023-09-16 10:05:00,167:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.975789 seconds ...[0m
2023-09-16 10:05:00,167:	[1;34m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.09184[0m
2023-09-16 10:05:00,167:	[1;34m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1613 || HITRATE@10 Avg: 0.2455 || NDCG@5 Avg: 0.1062 || NDCG@10 Avg: 0.1333[0m
2023-09-16 10:05:00,167:	[1;34m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-16 10:05:04,511:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.343327 seconds ...[0m
2023-09-16 10:05:04,583:	[1;34m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.09325[0m
2023-09-16 10:05:04,583:	[1;34m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-16 10:05:04,583:	[1;34m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-16 10:05:09,009:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.425575 seconds ...[0m
2023-09-16 10:05:09,089:	[1;34m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.09099[0m
2023-09-16 10:05:09,089:	[1;34m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-16 10:05:09,090:	[1;34m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-16 10:05:13,488:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.398306 seconds ...[0m
2023-09-16 10:05:13,581:	[1;34m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.09119[0m
2023-09-16 10:05:13,581:	[1;34m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-16 10:05:13,582:	[1;34m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-16 10:05:18,390:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.808697 seconds ...[0m
2023-09-16 10:05:18,461:	[1;34m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.09231[0m
2023-09-16 10:05:18,461:	[1;34m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-16 10:05:18,461:	[1;34m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-16 10:05:22,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.492415 seconds ...[0m
2023-09-16 10:05:25,103:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.056551 seconds ...[0m
2023-09-16 10:05:25,103:	[1;34m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.09207[0m
2023-09-16 10:05:25,103:	[1;34m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1614 || HITRATE@10 Avg: 0.2401 || NDCG@5 Avg: 0.1077 || NDCG@10 Avg: 0.1331[0m
2023-09-16 10:05:25,103:	[1;34m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-16 10:05:30,173:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.070113 seconds ...[0m
2023-09-16 10:05:30,235:	[1;34m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.09202[0m
2023-09-16 10:05:30,235:	[1;34m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-16 10:05:30,235:	[1;34m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-16 10:05:34,833:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.597676 seconds ...[0m
2023-09-16 10:05:34,917:	[1;34m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.09170[0m
2023-09-16 10:05:34,917:	[1;34m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-16 10:05:34,917:	[1;34m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-16 10:05:38,793:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.875830 seconds ...[0m
2023-09-16 10:05:38,861:	[1;34m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.09043[0m
2023-09-16 10:05:38,861:	[1;34m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-16 10:05:38,861:	[1;34m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-16 10:05:43,460:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.599011 seconds ...[0m
2023-09-16 10:05:43,523:	[1;34m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.09177[0m
2023-09-16 10:05:43,523:	[1;34m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-16 10:05:43,523:	[1;34m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-16 10:05:47,996:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.472807 seconds ...[0m
2023-09-16 10:05:50,058:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.985607 seconds ...[0m
2023-09-16 10:05:50,059:	[1;34m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.09181[0m
2023-09-16 10:05:50,059:	[1;34m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1565 || HITRATE@10 Avg: 0.2425 || NDCG@5 Avg: 0.1038 || NDCG@10 Avg: 0.1316[0m
2023-09-16 10:05:50,059:	[1;34m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-16 10:05:54,590:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.530582 seconds ...[0m
2023-09-16 10:05:54,669:	[1;34m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.09297[0m
2023-09-16 10:05:54,670:	[1;34m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-16 10:05:54,670:	[1;34m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-16 10:05:59,146:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.476399 seconds ...[0m
2023-09-16 10:05:59,221:	[1;34m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.09173[0m
2023-09-16 10:05:59,221:	[1;34m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-16 10:05:59,221:	[1;34m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-16 10:06:03,583:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.361581 seconds ...[0m
2023-09-16 10:06:03,650:	[1;34m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.09080[0m
2023-09-16 10:06:03,650:	[1;34m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-16 10:06:03,650:	[1;34m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-16 10:06:08,497:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.847046 seconds ...[0m
2023-09-16 10:06:08,621:	[1;34m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.09089[0m
2023-09-16 10:06:08,622:	[1;34m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-16 10:06:08,622:	[1;34m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-16 10:06:13,139:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.517439 seconds ...[0m
2023-09-16 10:06:15,221:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.010618 seconds ...[0m
2023-09-16 10:06:15,221:	[1;34m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.09148[0m
2023-09-16 10:06:15,221:	[1;34m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1614 || HITRATE@10 Avg: 0.2470 || NDCG@5 Avg: 0.1064 || NDCG@10 Avg: 0.1339[0m
2023-09-16 10:06:15,221:	[1;34m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-16 10:06:19,973:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.751452 seconds ...[0m
2023-09-16 10:06:20,050:	[1;34m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.09180[0m
2023-09-16 10:06:20,050:	[1;34m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-16 10:06:20,051:	[1;34m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-16 10:06:24,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.530529 seconds ...[0m
2023-09-16 10:06:24,668:	[1;34m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.09149[0m
2023-09-16 10:06:24,668:	[1;34m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-16 10:06:24,668:	[1;34m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-16 10:06:28,932:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.264068 seconds ...[0m
2023-09-16 10:06:28,994:	[1;34m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.09129[0m
2023-09-16 10:06:28,995:	[1;34m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-16 10:06:28,995:	[1;34m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-16 10:06:33,458:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.463027 seconds ...[0m
2023-09-16 10:06:33,523:	[1;34m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.09122[0m
2023-09-16 10:06:33,523:	[1;34m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-16 10:06:33,523:	[1;34m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-16 10:06:38,317:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.793941 seconds ...[0m
2023-09-16 10:06:40,372:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.978337 seconds ...[0m
2023-09-16 10:06:40,373:	[1;34m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.09116[0m
2023-09-16 10:06:40,373:	[1;34m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1578 || HITRATE@10 Avg: 0.2432 || NDCG@5 Avg: 0.1050 || NDCG@10 Avg: 0.1326[0m
2023-09-16 10:06:40,373:	[1;34m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-16 10:06:44,724:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.351104 seconds ...[0m
2023-09-16 10:06:44,804:	[1;34m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.09178[0m
2023-09-16 10:06:44,804:	[1;34m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-16 10:06:44,804:	[1;34m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-16 10:06:49,304:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.499329 seconds ...[0m
2023-09-16 10:06:49,371:	[1;34m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.09174[0m
2023-09-16 10:06:49,371:	[1;34m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-16 10:06:49,371:	[1;34m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-16 10:06:53,852:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.481035 seconds ...[0m
2023-09-16 10:06:53,914:	[1;34m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.09136[0m
2023-09-16 10:06:53,915:	[1;34m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-16 10:06:53,915:	[1;34m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-16 10:06:58,648:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.732764 seconds ...[0m
2023-09-16 10:06:58,716:	[1;34m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.09052[0m
2023-09-16 10:06:58,716:	[1;34m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-16 10:06:58,716:	[1;34m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-16 10:07:03,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.451880 seconds ...[0m
2023-09-16 10:07:05,307:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.070340 seconds ...[0m
2023-09-16 10:07:05,307:	[1;34m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.09177[0m
2023-09-16 10:07:05,307:	[1;34m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1553 || HITRATE@10 Avg: 0.2440 || NDCG@5 Avg: 0.1039 || NDCG@10 Avg: 0.1325[0m
2023-09-16 10:07:05,307:	[1;34m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-16 10:07:10,046:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.738833 seconds ...[0m
2023-09-16 10:07:10,120:	[1;34m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.09131[0m
2023-09-16 10:07:10,120:	[1;34m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-16 10:07:10,120:	[1;34m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-16 10:07:14,582:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.461643 seconds ...[0m
2023-09-16 10:07:14,649:	[1;34m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.09051[0m
2023-09-16 10:07:14,650:	[1;34m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-16 10:07:14,650:	[1;34m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-16 10:07:19,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.646186 seconds ...[0m
2023-09-16 10:07:19,389:	[1;34m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.09102[0m
2023-09-16 10:07:19,389:	[1;34m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-16 10:07:19,389:	[1;34m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-16 10:07:24,219:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.829611 seconds ...[0m
2023-09-16 10:07:24,473:	[1;34m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.09090[0m
2023-09-16 10:07:24,473:	[1;34m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-16 10:07:24,473:	[1;34m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-16 10:07:29,498:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.025135 seconds ...[0m
2023-09-16 10:07:31,640:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.065664 seconds ...[0m
2023-09-16 10:07:31,640:	[1;34m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.09230[0m
2023-09-16 10:07:31,640:	[1;34m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1578 || HITRATE@10 Avg: 0.2475 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1328[0m
2023-09-16 10:07:31,641:	[1;34m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-16 10:07:36,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.400674 seconds ...[0m
2023-09-16 10:07:36,121:	[1;34m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.09171[0m
2023-09-16 10:07:36,121:	[1;34m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-16 10:07:36,121:	[1;34m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-16 10:07:40,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.595740 seconds ...[0m
2023-09-16 10:07:40,780:	[1;34m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.09172[0m
2023-09-16 10:07:40,780:	[1;34m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-16 10:07:40,780:	[1;34m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-16 10:07:45,142:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.361316 seconds ...[0m
2023-09-16 10:07:45,207:	[1;34m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.09180[0m
2023-09-16 10:07:45,207:	[1;34m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-16 10:07:45,207:	[1;34m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-16 10:07:49,677:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.470162 seconds ...[0m
2023-09-16 10:07:49,768:	[1;34m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.09181[0m
2023-09-16 10:07:49,769:	[1;34m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-16 10:07:49,769:	[1;34m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-16 10:07:54,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.581294 seconds ...[0m
2023-09-16 10:07:56,262:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.898210 seconds ...[0m
2023-09-16 10:07:58,371:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 2.108383 seconds ...[0m
2023-09-16 10:07:58,371:	[1;34m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.09073[0m
2023-09-16 10:07:58,372:	[1;34m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1603 || HITRATE@10 Avg: 0.2459 || NDCG@5 Avg: 0.1071 || NDCG@10 Avg: 0.1347[0m
2023-09-16 10:07:58,372:	[1;34m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1543 || HITRATE@10 Avg: 0.2354 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1289[0m
2023-09-16 10:08:00,012:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.090425     472
1   valid   HITRATE@1  0.053808     425
2   valid   HITRATE@5  0.166556     445
3   valid  HITRATE@10  0.247517     495
4   valid      NDCG@5  0.109284     455
5   valid     NDCG@10  0.135346     455
6    test   HITRATE@1  0.050166       0
7    test   HITRATE@5  0.154305       0
8    test  HITRATE@10  0.235430       0
9    test      NDCG@5  0.103051       0
10   test     NDCG@10  0.128948       0[0m
2023-09-16 10:08:00,012:	[1;34m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/2-0916092524[0m
2023-09-16 10:08:00,145:	[1;34m[Wall TIME] >>> Coach.summary takes 1.773202 seconds ...[0m
2023-09-16 10:08:00,145:	[1;34m[Coach] >>> Load best model @Epoch 455  [0m
2023-09-16 10:08:02,145:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.984158 seconds ...[0m
2023-09-16 10:08:04,180:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 2.035224 seconds ...[0m
2023-09-16 10:08:04,180:	[1;34m[Coach] >>> TRAIN @Epoch: 455  >>> [0m
2023-09-16 10:08:04,181:	[1;34m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1639 || HITRATE@10 Avg: 0.2452 || NDCG@5 Avg: 0.1093 || NDCG@10 Avg: 0.1353[0m
2023-09-16 10:08:04,181:	[1;34m[Coach] >>> TEST  @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1560 || HITRATE@10 Avg: 0.2331 || NDCG@5 Avg: 0.1037 || NDCG@10 Avg: 0.1287[0m
2023-09-16 10:08:04,192:	[1;34m[Wall TIME] >>> Coach.fit takes 2548.059035 seconds ...[0m
