2023-09-16 14:38:19,332:	========================================================================
2023-09-16 14:38:19,332:	========================================================================
2023-09-16 14:38:19,332:	========================================================================
2023-09-16 14:38:19,332:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-16 14:38:19,332:	[1;35m[Seed] >>> Set seed: 1[0m
2023-09-16 14:38:19,333:	[1;35m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Tools-5] 
[root: ../../data] 
[dataset: AmazonTools_550_Chron] 
[config: configs/AmazonTools_550_Chron.yaml] 
[ranking: full] 
[device: 1] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916143816] 
[maxlen: 100] 
[maxlen4graph: 100] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.3] 
[attn_dropout_rate: 0.1] 
[distance_metric: wasserstein] 
[pvn_weight: 0.005] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Tools-5/AmazonTools_550_Chron/1] 
[LOG_PATH: ./logs/Tools-5/AmazonTools_550_Chron/1-0916143816] 
[0m
2023-09-16 14:38:19,333:	[1;35m[Wall TIME] >>> Parser.compile takes 0.006150 seconds ...[0m
2023-09-16 14:38:19,344:	[1;35m[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-16 14:38:19,458:	[1;35m+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-16 14:38:19,459:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.124606 seconds ...[0m
2023-09-16 14:38:19,643:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.059498 seconds ...[0m
2023-09-16 14:38:19,706:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.062373 seconds ...[0m
2023-09-16 14:38:19,867:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.160456 seconds ...[0m
2023-09-16 14:38:23,172:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-16 14:38:23,173:	[1;35m[Wall TIME] >>> Coach.compile takes 0.000972 seconds ...[0m
2023-09-16 14:38:29,781:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.579961 seconds ...[0m
2023-09-16 14:38:29,782:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0005*** [0m
2023-09-16 14:38:29,798:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-16 14:38:29,798:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0005 || HITRATE@10 Avg: 0.0008 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0005[0m
2023-09-16 14:38:29,798:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-16 14:38:33,297:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.499008 seconds ...[0m
2023-09-16 14:38:33,363:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.91013[0m
2023-09-16 14:38:33,363:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-16 14:38:33,363:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-16 14:38:36,833:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469014 seconds ...[0m
2023-09-16 14:38:36,912:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.74518[0m
2023-09-16 14:38:36,912:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-16 14:38:36,912:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-16 14:38:40,475:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.562407 seconds ...[0m
2023-09-16 14:38:40,551:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.67567[0m
2023-09-16 14:38:40,552:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-16 14:38:40,552:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-16 14:38:43,954:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.401999 seconds ...[0m
2023-09-16 14:38:44,023:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.63056[0m
2023-09-16 14:38:44,023:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-16 14:38:44,023:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-16 14:38:47,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434652 seconds ...[0m
2023-09-16 14:38:53,779:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.256449 seconds ...[0m
2023-09-16 14:38:53,780:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0163*** [0m
2023-09-16 14:38:53,801:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.59315[0m
2023-09-16 14:38:53,801:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0287 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0163[0m
2023-09-16 14:38:53,801:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-16 14:38:57,181:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.379969 seconds ...[0m
2023-09-16 14:38:57,236:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.56121[0m
2023-09-16 14:38:57,236:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-16 14:38:57,236:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-16 14:39:00,694:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.457818 seconds ...[0m
2023-09-16 14:39:00,765:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.52991[0m
2023-09-16 14:39:00,765:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-16 14:39:00,765:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-16 14:39:04,278:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.512383 seconds ...[0m
2023-09-16 14:39:04,332:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.50216[0m
2023-09-16 14:39:04,333:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-16 14:39:04,333:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-16 14:39:07,824:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.490616 seconds ...[0m
2023-09-16 14:39:07,888:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.47528[0m
2023-09-16 14:39:07,888:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-16 14:39:07,888:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-16 14:39:11,321:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.431997 seconds ...[0m
2023-09-16 14:39:17,751:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.374133 seconds ...[0m
2023-09-16 14:39:17,751:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0220*** [0m
2023-09-16 14:39:17,773:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.45078[0m
2023-09-16 14:39:17,773:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0263 || HITRATE@10 Avg: 0.0396 || NDCG@5 Avg: 0.0178 || NDCG@10 Avg: 0.0220[0m
2023-09-16 14:39:17,773:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-16 14:39:21,128:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.354470 seconds ...[0m
2023-09-16 14:39:21,202:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.43159[0m
2023-09-16 14:39:21,202:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-16 14:39:21,202:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-16 14:39:24,651:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.448484 seconds ...[0m
2023-09-16 14:39:24,712:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.41479[0m
2023-09-16 14:39:24,712:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-16 14:39:24,712:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-16 14:39:28,183:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.470376 seconds ...[0m
2023-09-16 14:39:28,245:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.39730[0m
2023-09-16 14:39:28,245:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-16 14:39:28,246:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-16 14:39:31,729:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.483207 seconds ...[0m
2023-09-16 14:39:31,791:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.38378[0m
2023-09-16 14:39:31,791:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-16 14:39:31,791:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-16 14:39:35,192:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.401003 seconds ...[0m
2023-09-16 14:39:41,697:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.447449 seconds ...[0m
2023-09-16 14:39:41,698:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0235*** [0m
2023-09-16 14:39:41,716:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.37199[0m
2023-09-16 14:39:41,716:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0286 || HITRATE@10 Avg: 0.0430 || NDCG@5 Avg: 0.0188 || NDCG@10 Avg: 0.0235[0m
2023-09-16 14:39:41,717:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-16 14:39:45,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.326330 seconds ...[0m
2023-09-16 14:39:45,097:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.36085[0m
2023-09-16 14:39:45,097:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-16 14:39:45,097:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-16 14:39:48,613:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.515603 seconds ...[0m
2023-09-16 14:39:48,673:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.35040[0m
2023-09-16 14:39:48,674:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-16 14:39:48,674:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-16 14:39:52,242:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.567875 seconds ...[0m
2023-09-16 14:39:52,297:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.34405[0m
2023-09-16 14:39:52,297:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-16 14:39:52,297:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-16 14:39:55,768:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.470063 seconds ...[0m
2023-09-16 14:39:55,835:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.33418[0m
2023-09-16 14:39:55,835:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-16 14:39:55,836:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-16 14:39:59,248:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.412192 seconds ...[0m
2023-09-16 14:40:05,898:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.595289 seconds ...[0m
2023-09-16 14:40:05,898:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0252*** [0m
2023-09-16 14:40:05,926:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.32723[0m
2023-09-16 14:40:05,926:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0308 || HITRATE@10 Avg: 0.0462 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0252[0m
2023-09-16 14:40:05,926:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-16 14:40:09,297:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.370442 seconds ...[0m
2023-09-16 14:40:09,351:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.31890[0m
2023-09-16 14:40:09,351:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-16 14:40:09,351:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-16 14:40:12,824:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472888 seconds ...[0m
2023-09-16 14:40:12,902:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.31259[0m
2023-09-16 14:40:12,902:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-16 14:40:12,902:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-16 14:40:16,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.384607 seconds ...[0m
2023-09-16 14:40:16,370:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.30782[0m
2023-09-16 14:40:16,370:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-16 14:40:16,370:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-16 14:40:19,893:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.523385 seconds ...[0m
2023-09-16 14:40:19,952:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.29898[0m
2023-09-16 14:40:19,952:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-16 14:40:19,952:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-16 14:40:23,373:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.420634 seconds ...[0m
2023-09-16 14:40:29,785:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.357105 seconds ...[0m
2023-09-16 14:40:29,786:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0267*** [0m
2023-09-16 14:40:29,805:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.29550[0m
2023-09-16 14:40:29,805:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0489 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0267[0m
2023-09-16 14:40:29,805:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-16 14:40:33,211:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.405602 seconds ...[0m
2023-09-16 14:40:33,288:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.29002[0m
2023-09-16 14:40:33,288:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-16 14:40:33,288:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-16 14:40:36,753:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464773 seconds ...[0m
2023-09-16 14:40:36,812:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.28431[0m
2023-09-16 14:40:36,812:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-16 14:40:36,812:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-16 14:40:40,290:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.478066 seconds ...[0m
2023-09-16 14:40:40,359:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.27921[0m
2023-09-16 14:40:40,359:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-16 14:40:40,359:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-16 14:40:43,883:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.523601 seconds ...[0m
2023-09-16 14:40:43,948:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.27550[0m
2023-09-16 14:40:43,948:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-16 14:40:43,948:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-16 14:40:47,335:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.386896 seconds ...[0m
2023-09-16 14:40:53,702:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.307100 seconds ...[0m
2023-09-16 14:40:53,703:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0278*** [0m
2023-09-16 14:40:53,723:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.27211[0m
2023-09-16 14:40:53,723:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0341 || HITRATE@10 Avg: 0.0511 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0278[0m
2023-09-16 14:40:53,723:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-16 14:40:57,117:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.393465 seconds ...[0m
2023-09-16 14:40:57,188:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.26860[0m
2023-09-16 14:40:57,188:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-16 14:40:57,188:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-16 14:41:00,563:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.375365 seconds ...[0m
2023-09-16 14:41:00,636:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.26133[0m
2023-09-16 14:41:00,636:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-16 14:41:00,636:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-16 14:41:04,109:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472700 seconds ...[0m
2023-09-16 14:41:04,174:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.25985[0m
2023-09-16 14:41:04,175:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-16 14:41:04,175:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-16 14:41:07,596:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.420722 seconds ...[0m
2023-09-16 14:41:07,651:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.25529[0m
2023-09-16 14:41:07,651:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-16 14:41:07,651:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-16 14:41:11,186:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.535372 seconds ...[0m
2023-09-16 14:41:17,582:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.334218 seconds ...[0m
2023-09-16 14:41:17,582:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0289*** [0m
2023-09-16 14:41:17,601:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.25309[0m
2023-09-16 14:41:17,601:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0289[0m
2023-09-16 14:41:17,601:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-16 14:41:21,109:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.506875 seconds ...[0m
2023-09-16 14:41:21,176:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.25102[0m
2023-09-16 14:41:21,176:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-16 14:41:21,177:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-16 14:41:24,677:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.500777 seconds ...[0m
2023-09-16 14:41:24,733:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.24712[0m
2023-09-16 14:41:24,733:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-16 14:41:24,733:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-16 14:41:28,162:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.428774 seconds ...[0m
2023-09-16 14:41:28,218:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.24422[0m
2023-09-16 14:41:28,218:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-16 14:41:28,219:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-16 14:41:31,717:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.498464 seconds ...[0m
2023-09-16 14:41:31,774:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.24197[0m
2023-09-16 14:41:31,774:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-16 14:41:31,774:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-16 14:41:35,291:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.516521 seconds ...[0m
2023-09-16 14:41:41,705:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.335950 seconds ...[0m
2023-09-16 14:41:41,705:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0299*** [0m
2023-09-16 14:41:41,722:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.23994[0m
2023-09-16 14:41:41,722:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0299[0m
2023-09-16 14:41:41,722:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-16 14:41:45,260:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.537861 seconds ...[0m
2023-09-16 14:41:45,316:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.23714[0m
2023-09-16 14:41:45,317:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-16 14:41:45,317:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-16 14:41:48,818:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.500811 seconds ...[0m
2023-09-16 14:41:48,882:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.23349[0m
2023-09-16 14:41:48,882:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-16 14:41:48,882:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-16 14:41:52,436:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.554003 seconds ...[0m
2023-09-16 14:41:52,497:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.23167[0m
2023-09-16 14:41:52,498:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-16 14:41:52,498:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-16 14:41:55,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.482064 seconds ...[0m
2023-09-16 14:41:56,048:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.22823[0m
2023-09-16 14:41:56,048:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-16 14:41:56,049:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-16 14:41:59,519:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.470185 seconds ...[0m
2023-09-16 14:42:06,102:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.527033 seconds ...[0m
2023-09-16 14:42:06,103:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0302*** [0m
2023-09-16 14:42:06,122:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.22746[0m
2023-09-16 14:42:06,122:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0555 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0302[0m
2023-09-16 14:42:06,122:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-16 14:42:09,624:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.501243 seconds ...[0m
2023-09-16 14:42:09,687:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.22463[0m
2023-09-16 14:42:09,687:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-16 14:42:09,687:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-16 14:42:13,140:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.452316 seconds ...[0m
2023-09-16 14:42:13,196:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.22132[0m
2023-09-16 14:42:13,196:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-16 14:42:13,196:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-16 14:42:16,684:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487832 seconds ...[0m
2023-09-16 14:42:16,741:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.22124[0m
2023-09-16 14:42:16,741:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-16 14:42:16,741:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-16 14:42:20,185:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.444490 seconds ...[0m
2023-09-16 14:42:20,238:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.21886[0m
2023-09-16 14:42:20,238:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-16 14:42:20,239:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-16 14:42:23,700:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.461560 seconds ...[0m
2023-09-16 14:42:30,128:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.348976 seconds ...[0m
2023-09-16 14:42:30,128:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0304*** [0m
2023-09-16 14:42:30,151:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.21750[0m
2023-09-16 14:42:30,151:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0304[0m
2023-09-16 14:42:30,151:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-16 14:42:33,574:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422578 seconds ...[0m
2023-09-16 14:42:33,628:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.21362[0m
2023-09-16 14:42:33,628:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-16 14:42:33,628:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-16 14:42:37,073:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.445037 seconds ...[0m
2023-09-16 14:42:37,128:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.21131[0m
2023-09-16 14:42:37,128:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-16 14:42:37,128:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-16 14:42:40,500:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.371588 seconds ...[0m
2023-09-16 14:42:40,554:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.21143[0m
2023-09-16 14:42:40,554:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-16 14:42:40,554:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-16 14:42:44,014:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.460040 seconds ...[0m
2023-09-16 14:42:44,069:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.20920[0m
2023-09-16 14:42:44,069:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-16 14:42:44,069:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-16 14:42:47,461:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.391784 seconds ...[0m
2023-09-16 14:42:53,880:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.354551 seconds ...[0m
2023-09-16 14:42:53,881:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0309*** [0m
2023-09-16 14:42:53,899:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.20767[0m
2023-09-16 14:42:53,899:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0309[0m
2023-09-16 14:42:53,899:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-16 14:42:57,298:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.398026 seconds ...[0m
2023-09-16 14:42:57,372:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.20619[0m
2023-09-16 14:42:57,372:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-16 14:42:57,372:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-16 14:43:00,816:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.443289 seconds ...[0m
2023-09-16 14:43:00,872:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.20496[0m
2023-09-16 14:43:00,872:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-16 14:43:00,872:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-16 14:43:04,309:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436286 seconds ...[0m
2023-09-16 14:43:04,379:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.20333[0m
2023-09-16 14:43:04,379:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-16 14:43:04,379:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-16 14:43:07,815:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436101 seconds ...[0m
2023-09-16 14:43:07,873:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.20005[0m
2023-09-16 14:43:07,874:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-16 14:43:07,874:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-16 14:43:11,236:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.361868 seconds ...[0m
2023-09-16 14:43:17,627:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.336802 seconds ...[0m
2023-09-16 14:43:17,627:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0311*** [0m
2023-09-16 14:43:17,646:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.19982[0m
2023-09-16 14:43:17,646:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0382 || HITRATE@10 Avg: 0.0559 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0311[0m
2023-09-16 14:43:17,646:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-16 14:43:21,098:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451661 seconds ...[0m
2023-09-16 14:43:21,151:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.19781[0m
2023-09-16 14:43:21,151:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-16 14:43:21,151:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-16 14:43:24,568:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.416946 seconds ...[0m
2023-09-16 14:43:24,624:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.19641[0m
2023-09-16 14:43:24,624:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-16 14:43:24,624:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-16 14:43:28,070:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.445895 seconds ...[0m
2023-09-16 14:43:28,128:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.19443[0m
2023-09-16 14:43:28,128:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-16 14:43:28,128:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-16 14:43:31,608:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.479409 seconds ...[0m
2023-09-16 14:43:31,673:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.19419[0m
2023-09-16 14:43:31,673:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-16 14:43:31,673:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-16 14:43:35,244:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.570782 seconds ...[0m
2023-09-16 14:43:41,618:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.319494 seconds ...[0m
2023-09-16 14:43:41,619:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0313*** [0m
2023-09-16 14:43:41,637:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.19341[0m
2023-09-16 14:43:41,637:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0313[0m
2023-09-16 14:43:41,637:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-16 14:43:45,081:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.443389 seconds ...[0m
2023-09-16 14:43:45,140:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.19207[0m
2023-09-16 14:43:45,140:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-16 14:43:45,140:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-16 14:43:48,672:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.531732 seconds ...[0m
2023-09-16 14:43:48,728:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.19084[0m
2023-09-16 14:43:48,728:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-16 14:43:48,728:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-16 14:43:52,235:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.506124 seconds ...[0m
2023-09-16 14:43:52,290:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.18874[0m
2023-09-16 14:43:52,290:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-16 14:43:52,290:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-16 14:43:55,778:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487191 seconds ...[0m
2023-09-16 14:43:55,847:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.18715[0m
2023-09-16 14:43:55,847:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-16 14:43:55,847:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-16 14:43:59,250:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.403182 seconds ...[0m
2023-09-16 14:44:05,761:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.454156 seconds ...[0m
2023-09-16 14:44:05,762:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0317*** [0m
2023-09-16 14:44:05,781:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.18675[0m
2023-09-16 14:44:05,781:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0568 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0317[0m
2023-09-16 14:44:05,781:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-16 14:44:09,275:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.493217 seconds ...[0m
2023-09-16 14:44:09,327:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.18485[0m
2023-09-16 14:44:09,328:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-16 14:44:09,328:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-16 14:44:12,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.480523 seconds ...[0m
2023-09-16 14:44:12,863:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.18491[0m
2023-09-16 14:44:12,863:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-16 14:44:12,863:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-16 14:44:16,381:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.517470 seconds ...[0m
2023-09-16 14:44:16,441:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.18281[0m
2023-09-16 14:44:16,441:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-16 14:44:16,441:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-16 14:44:19,950:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.508268 seconds ...[0m
2023-09-16 14:44:20,033:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.18286[0m
2023-09-16 14:44:20,033:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-16 14:44:20,033:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-16 14:44:23,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.435472 seconds ...[0m
2023-09-16 14:44:29,879:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.355414 seconds ...[0m
2023-09-16 14:44:29,879:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.18148[0m
2023-09-16 14:44:29,880:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0315[0m
2023-09-16 14:44:29,880:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-16 14:44:33,398:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.517995 seconds ...[0m
2023-09-16 14:44:33,455:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.18014[0m
2023-09-16 14:44:33,455:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-16 14:44:33,455:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-16 14:44:37,004:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.548431 seconds ...[0m
2023-09-16 14:44:37,069:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.17974[0m
2023-09-16 14:44:37,070:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-16 14:44:37,070:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-16 14:44:40,535:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.465055 seconds ...[0m
2023-09-16 14:44:40,590:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.17802[0m
2023-09-16 14:44:40,590:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-16 14:44:40,590:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-16 14:44:44,071:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.480209 seconds ...[0m
2023-09-16 14:44:44,142:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.17623[0m
2023-09-16 14:44:44,142:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-16 14:44:44,142:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-16 14:44:47,628:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.485164 seconds ...[0m
2023-09-16 14:44:54,098:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.413600 seconds ...[0m
2023-09-16 14:44:54,099:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.17732[0m
2023-09-16 14:44:54,099:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0565 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0315[0m
2023-09-16 14:44:54,099:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-16 14:44:57,515:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.415778 seconds ...[0m
2023-09-16 14:44:57,581:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.17511[0m
2023-09-16 14:44:57,582:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-16 14:44:57,582:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-16 14:45:01,060:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.478164 seconds ...[0m
2023-09-16 14:45:01,114:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.17515[0m
2023-09-16 14:45:01,114:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-16 14:45:01,114:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-16 14:45:04,525:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.410785 seconds ...[0m
2023-09-16 14:45:04,588:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.17421[0m
2023-09-16 14:45:04,588:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-16 14:45:04,588:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-16 14:45:08,073:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484895 seconds ...[0m
2023-09-16 14:45:08,127:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.17203[0m
2023-09-16 14:45:08,128:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-16 14:45:08,128:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-16 14:45:11,613:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.485060 seconds ...[0m
2023-09-16 14:45:18,044:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.376042 seconds ...[0m
2023-09-16 14:45:18,044:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.17253[0m
2023-09-16 14:45:18,044:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0568 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0317[0m
2023-09-16 14:45:18,044:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-16 14:45:21,607:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.562419 seconds ...[0m
2023-09-16 14:45:21,662:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.16970[0m
2023-09-16 14:45:21,662:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-16 14:45:21,662:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-16 14:45:25,075:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.412887 seconds ...[0m
2023-09-16 14:45:25,143:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.16924[0m
2023-09-16 14:45:25,143:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-16 14:45:25,143:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-16 14:45:28,611:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467708 seconds ...[0m
2023-09-16 14:45:28,674:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.16879[0m
2023-09-16 14:45:28,675:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-16 14:45:28,676:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-16 14:45:32,142:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.465811 seconds ...[0m
2023-09-16 14:45:32,197:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.16758[0m
2023-09-16 14:45:32,197:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-16 14:45:32,197:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-16 14:45:35,709:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.511397 seconds ...[0m
2023-09-16 14:45:42,212:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.446624 seconds ...[0m
2023-09-16 14:45:42,213:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.16838[0m
2023-09-16 14:45:42,213:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0315[0m
2023-09-16 14:45:42,213:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-16 14:45:45,597:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.384023 seconds ...[0m
2023-09-16 14:45:45,674:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.16643[0m
2023-09-16 14:45:45,674:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-16 14:45:45,674:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-16 14:45:49,102:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.427956 seconds ...[0m
2023-09-16 14:45:49,161:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.16599[0m
2023-09-16 14:45:49,161:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-16 14:45:49,161:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-16 14:45:52,579:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.418238 seconds ...[0m
2023-09-16 14:45:52,635:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.16475[0m
2023-09-16 14:45:52,635:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-16 14:45:52,635:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-16 14:45:56,098:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462793 seconds ...[0m
2023-09-16 14:45:56,150:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.16385[0m
2023-09-16 14:45:56,151:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-16 14:45:56,151:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-16 14:45:59,515:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.364415 seconds ...[0m
2023-09-16 14:46:05,902:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.327445 seconds ...[0m
2023-09-16 14:46:05,902:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0324*** [0m
2023-09-16 14:46:05,920:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.16253[0m
2023-09-16 14:46:05,920:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0402 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0267 || NDCG@10 Avg: 0.0324[0m
2023-09-16 14:46:05,920:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-16 14:46:09,450:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.529905 seconds ...[0m
2023-09-16 14:46:09,507:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.16247[0m
2023-09-16 14:46:09,508:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-16 14:46:09,508:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-16 14:46:12,947:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.438899 seconds ...[0m
2023-09-16 14:46:13,015:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.16194[0m
2023-09-16 14:46:13,016:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-16 14:46:13,016:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-16 14:46:16,558:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.541941 seconds ...[0m
2023-09-16 14:46:16,621:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.15936[0m
2023-09-16 14:46:16,621:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-16 14:46:16,621:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-16 14:46:20,150:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.528403 seconds ...[0m
2023-09-16 14:46:20,227:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.16124[0m
2023-09-16 14:46:20,227:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-16 14:46:20,227:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-16 14:46:23,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.519483 seconds ...[0m
2023-09-16 14:46:30,159:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.347754 seconds ...[0m
2023-09-16 14:46:30,160:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0324*** [0m
2023-09-16 14:46:30,179:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.15992[0m
2023-09-16 14:46:30,180:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0324[0m
2023-09-16 14:46:30,180:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-16 14:46:33,855:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.675405 seconds ...[0m
2023-09-16 14:46:33,913:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.15861[0m
2023-09-16 14:46:33,913:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-16 14:46:33,913:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-16 14:46:37,365:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451895 seconds ...[0m
2023-09-16 14:46:37,424:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.15767[0m
2023-09-16 14:46:37,425:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-16 14:46:37,425:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-16 14:46:40,889:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464611 seconds ...[0m
2023-09-16 14:46:40,945:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.15746[0m
2023-09-16 14:46:40,945:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-16 14:46:40,945:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-16 14:46:44,375:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.429380 seconds ...[0m
2023-09-16 14:46:44,438:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.15621[0m
2023-09-16 14:46:44,439:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-16 14:46:44,439:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-16 14:46:47,928:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.489116 seconds ...[0m
2023-09-16 14:46:54,457:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.463778 seconds ...[0m
2023-09-16 14:46:54,458:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.15582[0m
2023-09-16 14:46:54,458:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0572 || NDCG@5 Avg: 0.0260 || NDCG@10 Avg: 0.0319[0m
2023-09-16 14:46:54,458:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-16 14:46:57,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436278 seconds ...[0m
2023-09-16 14:46:57,951:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.15488[0m
2023-09-16 14:46:57,952:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-16 14:46:57,952:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-16 14:47:01,482:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.530015 seconds ...[0m
2023-09-16 14:47:01,538:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.15389[0m
2023-09-16 14:47:01,538:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-16 14:47:01,539:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-16 14:47:04,951:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.412009 seconds ...[0m
2023-09-16 14:47:05,008:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.15315[0m
2023-09-16 14:47:05,008:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-16 14:47:05,008:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-16 14:47:08,528:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.519562 seconds ...[0m
2023-09-16 14:47:08,597:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.15298[0m
2023-09-16 14:47:08,598:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-16 14:47:08,598:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-16 14:47:12,029:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430078 seconds ...[0m
2023-09-16 14:47:18,468:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.374946 seconds ...[0m
2023-09-16 14:47:18,468:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.15345[0m
2023-09-16 14:47:18,468:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0572 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0321[0m
2023-09-16 14:47:18,469:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-16 14:47:21,964:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.495063 seconds ...[0m
2023-09-16 14:47:22,019:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.15304[0m
2023-09-16 14:47:22,019:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-16 14:47:22,019:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-16 14:47:25,437:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.418004 seconds ...[0m
2023-09-16 14:47:25,491:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.15112[0m
2023-09-16 14:47:25,492:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-16 14:47:25,492:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-16 14:47:29,063:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.571065 seconds ...[0m
2023-09-16 14:47:29,129:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.14907[0m
2023-09-16 14:47:29,129:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-16 14:47:29,129:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-16 14:47:32,592:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462163 seconds ...[0m
2023-09-16 14:47:32,649:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.14917[0m
2023-09-16 14:47:32,649:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-16 14:47:32,649:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-16 14:47:36,216:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.566530 seconds ...[0m
2023-09-16 14:47:42,600:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.327985 seconds ...[0m
2023-09-16 14:47:42,600:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.14916[0m
2023-09-16 14:47:42,600:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0321[0m
2023-09-16 14:47:42,600:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-16 14:47:46,062:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462001 seconds ...[0m
2023-09-16 14:47:46,136:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.14890[0m
2023-09-16 14:47:46,137:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-16 14:47:46,137:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-16 14:47:49,546:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.409402 seconds ...[0m
2023-09-16 14:47:49,604:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.14866[0m
2023-09-16 14:47:49,604:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-16 14:47:49,605:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-16 14:47:52,994:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.389367 seconds ...[0m
2023-09-16 14:47:53,048:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.14758[0m
2023-09-16 14:47:53,048:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-16 14:47:53,048:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-16 14:47:56,482:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.433428 seconds ...[0m
2023-09-16 14:47:56,557:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.14728[0m
2023-09-16 14:47:56,558:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-16 14:47:56,558:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-16 14:48:00,004:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446570 seconds ...[0m
2023-09-16 14:48:06,463:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.404706 seconds ...[0m
2023-09-16 14:48:06,464:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.14644[0m
2023-09-16 14:48:06,464:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0321[0m
2023-09-16 14:48:06,464:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-16 14:48:09,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.439699 seconds ...[0m
2023-09-16 14:48:09,969:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.14646[0m
2023-09-16 14:48:09,969:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-16 14:48:09,969:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-16 14:48:13,444:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.474785 seconds ...[0m
2023-09-16 14:48:13,498:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.14451[0m
2023-09-16 14:48:13,499:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-16 14:48:13,499:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-16 14:48:16,984:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.485106 seconds ...[0m
2023-09-16 14:48:17,039:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.14559[0m
2023-09-16 14:48:17,039:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-16 14:48:17,039:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-16 14:48:20,480:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.440960 seconds ...[0m
2023-09-16 14:48:20,536:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.14350[0m
2023-09-16 14:48:20,536:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-16 14:48:20,536:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-16 14:48:24,038:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.501635 seconds ...[0m
2023-09-16 14:48:30,462:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.361095 seconds ...[0m
2023-09-16 14:48:30,462:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.14240[0m
2023-09-16 14:48:30,462:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0260 || NDCG@10 Avg: 0.0320[0m
2023-09-16 14:48:30,462:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-16 14:48:33,848:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.385464 seconds ...[0m
2023-09-16 14:48:33,914:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.14318[0m
2023-09-16 14:48:33,915:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-16 14:48:33,915:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-16 14:48:37,320:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.404739 seconds ...[0m
2023-09-16 14:48:37,389:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.14270[0m
2023-09-16 14:48:37,389:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-16 14:48:37,389:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-16 14:48:40,777:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.388159 seconds ...[0m
2023-09-16 14:48:40,832:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.14110[0m
2023-09-16 14:48:40,832:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-16 14:48:40,832:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-16 14:48:44,309:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.476127 seconds ...[0m
2023-09-16 14:48:44,376:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.14092[0m
2023-09-16 14:48:44,376:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-16 14:48:44,376:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-16 14:48:47,830:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.452889 seconds ...[0m
2023-09-16 14:48:54,279:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.393399 seconds ...[0m
2023-09-16 14:48:54,280:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.14122[0m
2023-09-16 14:48:54,280:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0320[0m
2023-09-16 14:48:54,280:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-16 14:48:57,717:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436423 seconds ...[0m
2023-09-16 14:48:57,779:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.14037[0m
2023-09-16 14:48:57,779:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-16 14:48:57,779:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-16 14:49:01,226:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446854 seconds ...[0m
2023-09-16 14:49:01,280:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.13822[0m
2023-09-16 14:49:01,280:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-16 14:49:01,280:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-16 14:49:04,719:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.438791 seconds ...[0m
2023-09-16 14:49:04,777:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.13758[0m
2023-09-16 14:49:04,777:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-16 14:49:04,777:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-16 14:49:08,273:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.495478 seconds ...[0m
2023-09-16 14:49:08,338:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.13810[0m
2023-09-16 14:49:08,338:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-16 14:49:08,338:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-16 14:49:11,813:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.475148 seconds ...[0m
2023-09-16 14:49:18,255:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.388895 seconds ...[0m
2023-09-16 14:49:18,256:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.13852[0m
2023-09-16 14:49:18,256:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0262 || NDCG@10 Avg: 0.0322[0m
2023-09-16 14:49:18,256:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-16 14:49:21,760:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.504370 seconds ...[0m
2023-09-16 14:49:21,824:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.13718[0m
2023-09-16 14:49:21,824:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-16 14:49:21,824:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-16 14:49:25,298:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.473083 seconds ...[0m
2023-09-16 14:49:25,353:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.13700[0m
2023-09-16 14:49:25,353:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-16 14:49:25,353:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-16 14:49:28,832:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.478376 seconds ...[0m
2023-09-16 14:49:28,890:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.13615[0m
2023-09-16 14:49:28,890:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-16 14:49:28,890:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-16 14:49:32,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434014 seconds ...[0m
2023-09-16 14:49:32,380:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.13581[0m
2023-09-16 14:49:32,380:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-16 14:49:32,380:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-16 14:49:35,901:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.521153 seconds ...[0m
2023-09-16 14:49:42,419:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.455978 seconds ...[0m
2023-09-16 14:49:42,420:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.13445[0m
2023-09-16 14:49:42,420:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0390 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0319[0m
2023-09-16 14:49:42,420:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-16 14:49:45,951:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.530577 seconds ...[0m
2023-09-16 14:49:46,010:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.13499[0m
2023-09-16 14:49:46,010:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-16 14:49:46,010:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-16 14:49:49,463:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.452020 seconds ...[0m
2023-09-16 14:49:49,541:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.13427[0m
2023-09-16 14:49:49,541:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-16 14:49:49,541:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-16 14:49:53,054:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.512954 seconds ...[0m
2023-09-16 14:49:53,115:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.13387[0m
2023-09-16 14:49:53,116:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-16 14:49:53,116:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-16 14:49:56,622:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.506465 seconds ...[0m
2023-09-16 14:49:56,693:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.13284[0m
2023-09-16 14:49:56,694:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-16 14:49:56,694:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-16 14:50:00,167:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.473318 seconds ...[0m
2023-09-16 14:50:06,590:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.368026 seconds ...[0m
2023-09-16 14:50:06,591:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.13253[0m
2023-09-16 14:50:06,591:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0319[0m
2023-09-16 14:50:06,591:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-16 14:50:10,053:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.461951 seconds ...[0m
2023-09-16 14:50:10,123:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.13179[0m
2023-09-16 14:50:10,123:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-16 14:50:10,123:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-16 14:50:13,546:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422549 seconds ...[0m
2023-09-16 14:50:13,611:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.13110[0m
2023-09-16 14:50:13,612:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-16 14:50:13,612:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-16 14:50:17,232:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.619814 seconds ...[0m
2023-09-16 14:50:17,303:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.13104[0m
2023-09-16 14:50:17,303:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-16 14:50:17,303:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-16 14:50:20,807:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.503122 seconds ...[0m
2023-09-16 14:50:20,870:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.13156[0m
2023-09-16 14:50:20,870:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-16 14:50:20,870:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-16 14:50:24,368:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.497349 seconds ...[0m
2023-09-16 14:50:30,862:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.441091 seconds ...[0m
2023-09-16 14:50:30,862:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.13064[0m
2023-09-16 14:50:30,862:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0321[0m
2023-09-16 14:50:30,862:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-16 14:50:34,295:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432504 seconds ...[0m
2023-09-16 14:50:34,353:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.13015[0m
2023-09-16 14:50:34,354:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-16 14:50:34,354:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-16 14:50:37,819:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.465275 seconds ...[0m
2023-09-16 14:50:37,875:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.12977[0m
2023-09-16 14:50:37,876:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-16 14:50:37,876:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-16 14:50:41,364:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.488514 seconds ...[0m
2023-09-16 14:50:41,433:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.12873[0m
2023-09-16 14:50:41,433:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-16 14:50:41,434:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-16 14:50:44,846:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.412409 seconds ...[0m
2023-09-16 14:50:44,901:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.12855[0m
2023-09-16 14:50:44,901:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-16 14:50:44,901:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-16 14:50:48,398:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.496559 seconds ...[0m
2023-09-16 14:50:54,946:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.492254 seconds ...[0m
2023-09-16 14:50:54,946:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.12796[0m
2023-09-16 14:50:54,946:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0572 || NDCG@5 Avg: 0.0260 || NDCG@10 Avg: 0.0319[0m
2023-09-16 14:50:54,946:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-16 14:50:58,379:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432213 seconds ...[0m
2023-09-16 14:50:58,453:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.12834[0m
2023-09-16 14:50:58,453:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-16 14:50:58,453:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-16 14:51:01,950:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.496531 seconds ...[0m
2023-09-16 14:51:02,016:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.12764[0m
2023-09-16 14:51:02,016:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-16 14:51:02,016:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-16 14:51:05,543:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.526597 seconds ...[0m
2023-09-16 14:51:05,622:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.12687[0m
2023-09-16 14:51:05,622:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-16 14:51:05,622:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-16 14:51:09,031:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.408279 seconds ...[0m
2023-09-16 14:51:09,086:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.12631[0m
2023-09-16 14:51:09,086:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-16 14:51:09,086:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-16 14:51:12,624:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.537311 seconds ...[0m
2023-09-16 14:51:19,043:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.361555 seconds ...[0m
2023-09-16 14:51:19,043:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.12503[0m
2023-09-16 14:51:19,043:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0322[0m
2023-09-16 14:51:19,044:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-16 14:51:22,614:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.570427 seconds ...[0m
2023-09-16 14:51:22,669:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.12509[0m
2023-09-16 14:51:22,669:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-16 14:51:22,669:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-16 14:51:26,079:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.410142 seconds ...[0m
2023-09-16 14:51:26,142:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.12577[0m
2023-09-16 14:51:26,142:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-16 14:51:26,142:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-16 14:51:29,626:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.483686 seconds ...[0m
2023-09-16 14:51:29,689:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.12455[0m
2023-09-16 14:51:29,689:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-16 14:51:29,689:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-16 14:51:33,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.501573 seconds ...[0m
2023-09-16 14:51:33,244:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.12363[0m
2023-09-16 14:51:33,244:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-16 14:51:33,244:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-16 14:51:36,751:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.506310 seconds ...[0m
2023-09-16 14:51:43,164:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.352405 seconds ...[0m
2023-09-16 14:51:43,165:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0325*** [0m
2023-09-16 14:51:43,183:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.12363[0m
2023-09-16 14:51:43,184:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0393 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0268 || NDCG@10 Avg: 0.0325[0m
2023-09-16 14:51:43,184:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-16 14:51:46,637:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.453670 seconds ...[0m
2023-09-16 14:51:46,690:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.12482[0m
2023-09-16 14:51:46,691:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-16 14:51:46,691:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-16 14:51:50,185:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.493891 seconds ...[0m
2023-09-16 14:51:50,239:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.12337[0m
2023-09-16 14:51:50,240:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-16 14:51:50,240:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-16 14:51:53,653:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.413168 seconds ...[0m
2023-09-16 14:51:53,707:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.12273[0m
2023-09-16 14:51:53,707:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-16 14:51:53,708:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-16 14:51:57,152:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.443923 seconds ...[0m
2023-09-16 14:51:57,207:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.12286[0m
2023-09-16 14:51:57,207:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-16 14:51:57,208:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-16 14:52:00,718:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.509745 seconds ...[0m
2023-09-16 14:52:07,197:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.405468 seconds ...[0m
2023-09-16 14:52:07,197:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0331*** [0m
2023-09-16 14:52:07,216:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.12114[0m
2023-09-16 14:52:07,216:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0396 || HITRATE@10 Avg: 0.0584 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0331[0m
2023-09-16 14:52:07,216:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-16 14:52:10,580:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.363254 seconds ...[0m
2023-09-16 14:52:10,633:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.12127[0m
2023-09-16 14:52:10,633:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-16 14:52:10,633:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-16 14:52:14,056:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.423130 seconds ...[0m
2023-09-16 14:52:14,109:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.12038[0m
2023-09-16 14:52:14,109:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-16 14:52:14,109:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-16 14:52:17,520:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.410016 seconds ...[0m
2023-09-16 14:52:17,597:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.12001[0m
2023-09-16 14:52:17,597:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-16 14:52:17,597:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-16 14:52:21,031:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.433634 seconds ...[0m
2023-09-16 14:52:21,083:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.12065[0m
2023-09-16 14:52:21,084:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-16 14:52:21,084:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-16 14:52:24,571:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487468 seconds ...[0m
2023-09-16 14:52:31,240:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.602907 seconds ...[0m
2023-09-16 14:52:31,241:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.11948[0m
2023-09-16 14:52:31,241:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0394 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0330[0m
2023-09-16 14:52:31,241:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-16 14:52:34,781:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.539554 seconds ...[0m
2023-09-16 14:52:34,846:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.11939[0m
2023-09-16 14:52:34,846:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-16 14:52:34,846:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-16 14:52:38,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.408896 seconds ...[0m
2023-09-16 14:52:38,321:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.11900[0m
2023-09-16 14:52:38,321:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-16 14:52:38,321:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-16 14:52:41,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.476470 seconds ...[0m
2023-09-16 14:52:41,852:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.11853[0m
2023-09-16 14:52:41,853:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-16 14:52:41,853:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-16 14:52:45,278:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.424884 seconds ...[0m
2023-09-16 14:52:45,333:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.11824[0m
2023-09-16 14:52:45,333:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-16 14:52:45,333:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-16 14:52:48,867:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.533240 seconds ...[0m
2023-09-16 14:52:55,295:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.371905 seconds ...[0m
2023-09-16 14:52:55,296:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.11751[0m
2023-09-16 14:52:55,296:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0330[0m
2023-09-16 14:52:55,296:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-16 14:52:58,701:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.405097 seconds ...[0m
2023-09-16 14:52:58,758:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.11781[0m
2023-09-16 14:52:58,758:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-16 14:52:58,758:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-16 14:53:02,176:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.417731 seconds ...[0m
2023-09-16 14:53:02,230:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.11720[0m
2023-09-16 14:53:02,230:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-16 14:53:02,230:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-16 14:53:05,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.468395 seconds ...[0m
2023-09-16 14:53:05,758:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.11697[0m
2023-09-16 14:53:05,759:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-16 14:53:05,759:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-16 14:53:09,195:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436329 seconds ...[0m
2023-09-16 14:53:09,270:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.11532[0m
2023-09-16 14:53:09,270:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-16 14:53:09,270:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-16 14:53:12,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.477290 seconds ...[0m
2023-09-16 14:53:19,208:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.389883 seconds ...[0m
2023-09-16 14:53:19,208:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.11574[0m
2023-09-16 14:53:19,208:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0330[0m
2023-09-16 14:53:19,208:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-16 14:53:22,654:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.445694 seconds ...[0m
2023-09-16 14:53:22,709:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.11535[0m
2023-09-16 14:53:22,710:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-16 14:53:22,710:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-16 14:53:26,192:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.482139 seconds ...[0m
2023-09-16 14:53:26,251:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.11538[0m
2023-09-16 14:53:26,251:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-16 14:53:26,251:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-16 14:53:29,684:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432614 seconds ...[0m
2023-09-16 14:53:29,742:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.11526[0m
2023-09-16 14:53:29,742:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-16 14:53:29,742:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-16 14:53:33,227:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484272 seconds ...[0m
2023-09-16 14:53:33,284:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.11388[0m
2023-09-16 14:53:33,284:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-16 14:53:33,284:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-16 14:53:36,642:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.357559 seconds ...[0m
2023-09-16 14:53:43,066:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.369003 seconds ...[0m
2023-09-16 14:53:43,067:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.11366[0m
2023-09-16 14:53:43,067:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0328[0m
2023-09-16 14:53:43,067:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-16 14:53:46,529:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.461735 seconds ...[0m
2023-09-16 14:53:46,605:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.11358[0m
2023-09-16 14:53:46,605:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-16 14:53:46,605:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-16 14:53:50,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.500467 seconds ...[0m
2023-09-16 14:53:50,186:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.11328[0m
2023-09-16 14:53:50,186:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-16 14:53:50,186:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-16 14:53:53,688:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.502120 seconds ...[0m
2023-09-16 14:53:53,754:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.11211[0m
2023-09-16 14:53:53,754:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-16 14:53:53,754:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-16 14:53:57,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.513800 seconds ...[0m
2023-09-16 14:53:57,323:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.11285[0m
2023-09-16 14:53:57,323:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-16 14:53:57,323:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-16 14:54:00,796:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472919 seconds ...[0m
2023-09-16 14:54:07,307:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.404637 seconds ...[0m
2023-09-16 14:54:07,307:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.11294[0m
2023-09-16 14:54:07,308:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0328[0m
2023-09-16 14:54:07,308:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-16 14:54:10,726:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.417673 seconds ...[0m
2023-09-16 14:54:10,793:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.11163[0m
2023-09-16 14:54:10,793:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-16 14:54:10,793:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-16 14:54:14,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.400437 seconds ...[0m
2023-09-16 14:54:14,251:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.11131[0m
2023-09-16 14:54:14,252:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-16 14:54:14,252:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-16 14:54:17,696:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.443962 seconds ...[0m
2023-09-16 14:54:17,757:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.11101[0m
2023-09-16 14:54:17,757:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-16 14:54:17,757:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-16 14:54:21,274:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.516228 seconds ...[0m
2023-09-16 14:54:21,334:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.11088[0m
2023-09-16 14:54:21,335:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-16 14:54:21,335:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-16 14:54:24,694:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.359215 seconds ...[0m
2023-09-16 14:54:31,109:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.353254 seconds ...[0m
2023-09-16 14:54:31,109:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.11058[0m
2023-09-16 14:54:31,109:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0326[0m
2023-09-16 14:54:31,109:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-16 14:54:34,529:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.419079 seconds ...[0m
2023-09-16 14:54:34,585:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.11011[0m
2023-09-16 14:54:34,585:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-16 14:54:34,585:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-16 14:54:37,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.402831 seconds ...[0m
2023-09-16 14:54:38,064:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.10919[0m
2023-09-16 14:54:38,064:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-16 14:54:38,064:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-16 14:54:41,420:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.355392 seconds ...[0m
2023-09-16 14:54:41,477:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.10881[0m
2023-09-16 14:54:41,477:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-16 14:54:41,477:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-16 14:54:44,970:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.492766 seconds ...[0m
2023-09-16 14:54:45,033:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.10900[0m
2023-09-16 14:54:45,034:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-16 14:54:45,034:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-16 14:54:48,491:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.457092 seconds ...[0m
2023-09-16 14:54:54,897:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.349270 seconds ...[0m
2023-09-16 14:54:54,897:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.10798[0m
2023-09-16 14:54:54,898:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0394 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0328[0m
2023-09-16 14:54:54,898:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-16 14:54:58,311:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.413274 seconds ...[0m
2023-09-16 14:54:58,366:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.10929[0m
2023-09-16 14:54:58,366:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-16 14:54:58,366:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-16 14:55:01,786:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.420559 seconds ...[0m
2023-09-16 14:55:01,841:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.10733[0m
2023-09-16 14:55:01,841:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-16 14:55:01,841:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-16 14:55:05,199:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.358075 seconds ...[0m
2023-09-16 14:55:05,254:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.10679[0m
2023-09-16 14:55:05,254:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-16 14:55:05,254:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-16 14:55:08,727:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472808 seconds ...[0m
2023-09-16 14:55:08,780:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.10716[0m
2023-09-16 14:55:08,781:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-16 14:55:08,781:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-16 14:55:12,247:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.465983 seconds ...[0m
2023-09-16 14:55:18,677:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.366113 seconds ...[0m
2023-09-16 14:55:18,677:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.10765[0m
2023-09-16 14:55:18,677:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0274 || NDCG@10 Avg: 0.0330[0m
2023-09-16 14:55:18,677:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-16 14:55:22,112:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434572 seconds ...[0m
2023-09-16 14:55:22,170:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.10575[0m
2023-09-16 14:55:22,171:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-16 14:55:22,171:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-16 14:55:25,587:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.416641 seconds ...[0m
2023-09-16 14:55:25,652:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.10639[0m
2023-09-16 14:55:25,652:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-16 14:55:25,652:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-16 14:55:29,065:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.413160 seconds ...[0m
2023-09-16 14:55:29,120:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.10560[0m
2023-09-16 14:55:29,120:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-16 14:55:29,120:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-16 14:55:32,551:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430818 seconds ...[0m
2023-09-16 14:55:32,605:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.10532[0m
2023-09-16 14:55:32,605:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-16 14:55:32,605:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-16 14:55:36,050:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.445090 seconds ...[0m
2023-09-16 14:55:42,459:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.346038 seconds ...[0m
2023-09-16 14:55:42,459:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0335*** [0m
2023-09-16 14:55:42,478:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.10529[0m
2023-09-16 14:55:42,478:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0405 || HITRATE@10 Avg: 0.0585 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0335[0m
2023-09-16 14:55:42,478:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-16 14:55:45,967:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.489148 seconds ...[0m
2023-09-16 14:55:46,039:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.10390[0m
2023-09-16 14:55:46,039:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-16 14:55:46,039:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-16 14:55:49,478:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.438095 seconds ...[0m
2023-09-16 14:55:49,534:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.10495[0m
2023-09-16 14:55:49,535:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-16 14:55:49,535:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-16 14:55:52,989:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.454264 seconds ...[0m
2023-09-16 14:55:53,046:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.10400[0m
2023-09-16 14:55:53,046:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-16 14:55:53,046:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-16 14:55:56,471:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.425028 seconds ...[0m
2023-09-16 14:55:56,526:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.10374[0m
2023-09-16 14:55:56,527:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-16 14:55:56,527:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-16 14:55:59,962:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434678 seconds ...[0m
2023-09-16 14:56:06,358:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.343956 seconds ...[0m
2023-09-16 14:56:06,359:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.10336[0m
2023-09-16 14:56:06,359:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0401 || HITRATE@10 Avg: 0.0588 || NDCG@5 Avg: 0.0275 || NDCG@10 Avg: 0.0334[0m
2023-09-16 14:56:06,359:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-16 14:56:09,791:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432398 seconds ...[0m
2023-09-16 14:56:09,846:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.10304[0m
2023-09-16 14:56:09,846:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-16 14:56:09,846:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-16 14:56:13,378:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.531561 seconds ...[0m
2023-09-16 14:56:13,440:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.10287[0m
2023-09-16 14:56:13,440:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-16 14:56:13,440:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-16 14:56:16,834:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.393966 seconds ...[0m
2023-09-16 14:56:16,900:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.10234[0m
2023-09-16 14:56:16,901:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-16 14:56:16,901:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-16 14:56:20,392:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.491101 seconds ...[0m
2023-09-16 14:56:20,454:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.10229[0m
2023-09-16 14:56:20,454:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-16 14:56:20,454:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-16 14:56:23,845:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.390653 seconds ...[0m
2023-09-16 14:56:30,348:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.433741 seconds ...[0m
2023-09-16 14:56:30,348:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.10128[0m
2023-09-16 14:56:30,348:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0400 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0331[0m
2023-09-16 14:56:30,348:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-16 14:56:33,715:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.366815 seconds ...[0m
2023-09-16 14:56:33,770:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.10220[0m
2023-09-16 14:56:33,770:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-16 14:56:33,771:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-16 14:56:37,182:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.411452 seconds ...[0m
2023-09-16 14:56:37,235:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.10034[0m
2023-09-16 14:56:37,236:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-16 14:56:37,236:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-16 14:56:40,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462783 seconds ...[0m
2023-09-16 14:56:40,769:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.10136[0m
2023-09-16 14:56:40,769:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-16 14:56:40,769:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-16 14:56:44,199:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430112 seconds ...[0m
2023-09-16 14:56:44,257:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.10127[0m
2023-09-16 14:56:44,257:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-16 14:56:44,257:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-16 14:56:47,693:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436030 seconds ...[0m
2023-09-16 14:56:54,294:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.523803 seconds ...[0m
2023-09-16 14:56:54,295:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0337*** [0m
2023-09-16 14:56:54,318:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.10010[0m
2023-09-16 14:56:54,318:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0585 || NDCG@5 Avg: 0.0280 || NDCG@10 Avg: 0.0337[0m
2023-09-16 14:56:54,318:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-16 14:56:57,821:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.502075 seconds ...[0m
2023-09-16 14:56:57,891:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.10009[0m
2023-09-16 14:56:57,891:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-16 14:56:57,891:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-16 14:57:01,303:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.411270 seconds ...[0m
2023-09-16 14:57:01,358:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.09960[0m
2023-09-16 14:57:01,358:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-16 14:57:01,358:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-16 14:57:04,856:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.497744 seconds ...[0m
2023-09-16 14:57:04,913:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.09903[0m
2023-09-16 14:57:04,913:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-16 14:57:04,913:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-16 14:57:08,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.414618 seconds ...[0m
2023-09-16 14:57:08,385:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.09907[0m
2023-09-16 14:57:08,385:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-16 14:57:08,385:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-16 14:57:11,837:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451420 seconds ...[0m
2023-09-16 14:57:18,291:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.388141 seconds ...[0m
2023-09-16 14:57:18,292:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.09872[0m
2023-09-16 14:57:18,292:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0404 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0276 || NDCG@10 Avg: 0.0333[0m
2023-09-16 14:57:18,292:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-16 14:57:21,759:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467098 seconds ...[0m
2023-09-16 14:57:21,818:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.09797[0m
2023-09-16 14:57:21,818:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-16 14:57:21,818:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-16 14:57:25,254:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.435772 seconds ...[0m
2023-09-16 14:57:25,313:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.09792[0m
2023-09-16 14:57:25,313:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-16 14:57:25,313:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-16 14:57:28,775:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.461295 seconds ...[0m
2023-09-16 14:57:28,828:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.09752[0m
2023-09-16 14:57:28,829:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-16 14:57:28,829:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-16 14:57:32,261:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432241 seconds ...[0m
2023-09-16 14:57:32,315:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.09793[0m
2023-09-16 14:57:32,316:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-16 14:57:32,316:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-16 14:57:35,780:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.463919 seconds ...[0m
2023-09-16 14:57:42,338:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.478559 seconds ...[0m
2023-09-16 14:57:42,339:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.09686[0m
2023-09-16 14:57:42,339:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0282 || NDCG@10 Avg: 0.0337[0m
2023-09-16 14:57:42,339:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-16 14:57:45,743:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.403660 seconds ...[0m
2023-09-16 14:57:45,800:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.09701[0m
2023-09-16 14:57:45,800:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-16 14:57:45,800:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-16 14:57:49,238:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.437706 seconds ...[0m
2023-09-16 14:57:49,295:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.09640[0m
2023-09-16 14:57:49,295:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-16 14:57:49,295:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-16 14:57:52,742:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446244 seconds ...[0m
2023-09-16 14:57:52,809:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.09637[0m
2023-09-16 14:57:52,809:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-16 14:57:52,809:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-16 14:57:56,229:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.419579 seconds ...[0m
2023-09-16 14:57:56,283:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.09677[0m
2023-09-16 14:57:56,283:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-16 14:57:56,283:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-16 14:57:59,754:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469929 seconds ...[0m
2023-09-16 14:58:06,208:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.388656 seconds ...[0m
2023-09-16 14:58:06,208:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.09568[0m
2023-09-16 14:58:06,209:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0582 || NDCG@5 Avg: 0.0279 || NDCG@10 Avg: 0.0334[0m
2023-09-16 14:58:06,209:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-16 14:58:09,712:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.503039 seconds ...[0m
2023-09-16 14:58:09,767:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.09507[0m
2023-09-16 14:58:09,767:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-16 14:58:09,767:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-16 14:58:13,380:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.613241 seconds ...[0m
2023-09-16 14:58:13,434:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.09508[0m
2023-09-16 14:58:13,435:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-16 14:58:13,435:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-16 14:58:16,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.458983 seconds ...[0m
2023-09-16 14:58:16,951:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.09487[0m
2023-09-16 14:58:16,951:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-16 14:58:16,951:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-16 14:58:20,336:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.384508 seconds ...[0m
2023-09-16 14:58:20,391:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.09352[0m
2023-09-16 14:58:20,391:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-16 14:58:20,391:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-16 14:58:23,869:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.477909 seconds ...[0m
2023-09-16 14:58:30,365:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.441023 seconds ...[0m
2023-09-16 14:58:30,365:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.09426[0m
2023-09-16 14:58:30,365:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0408 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0278 || NDCG@10 Avg: 0.0333[0m
2023-09-16 14:58:30,365:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-16 14:58:33,876:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.510689 seconds ...[0m
2023-09-16 14:58:33,981:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.09383[0m
2023-09-16 14:58:33,981:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-16 14:58:33,981:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-16 14:58:37,386:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.404575 seconds ...[0m
2023-09-16 14:58:37,443:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.09259[0m
2023-09-16 14:58:37,443:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-16 14:58:37,443:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-16 14:58:40,972:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.528201 seconds ...[0m
2023-09-16 14:58:41,034:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.09307[0m
2023-09-16 14:58:41,034:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-16 14:58:41,034:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-16 14:58:44,445:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.410277 seconds ...[0m
2023-09-16 14:58:44,502:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.09366[0m
2023-09-16 14:58:44,502:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-16 14:58:44,502:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-16 14:58:47,929:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426741 seconds ...[0m
2023-09-16 14:58:54,397:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.396645 seconds ...[0m
2023-09-16 14:58:54,398:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.09269[0m
2023-09-16 14:58:54,398:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0332[0m
2023-09-16 14:58:54,398:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-16 14:58:57,940:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.542125 seconds ...[0m
2023-09-16 14:58:57,999:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.09273[0m
2023-09-16 14:58:57,999:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-16 14:58:57,999:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-16 14:59:01,519:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.519818 seconds ...[0m
2023-09-16 14:59:01,599:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.09238[0m
2023-09-16 14:59:01,600:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-16 14:59:01,600:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-16 14:59:05,066:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.466406 seconds ...[0m
2023-09-16 14:59:05,129:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.09191[0m
2023-09-16 14:59:05,129:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-16 14:59:05,129:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-16 14:59:08,621:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.491613 seconds ...[0m
2023-09-16 14:59:08,680:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.09205[0m
2023-09-16 14:59:08,680:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-16 14:59:08,681:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-16 14:59:12,050:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.368773 seconds ...[0m
2023-09-16 14:59:18,670:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.566164 seconds ...[0m
2023-09-16 14:59:18,671:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.09079[0m
2023-09-16 14:59:18,671:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0587 || NDCG@5 Avg: 0.0278 || NDCG@10 Avg: 0.0335[0m
2023-09-16 14:59:18,671:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-16 14:59:22,202:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.530167 seconds ...[0m
2023-09-16 14:59:22,257:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.09183[0m
2023-09-16 14:59:22,257:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-16 14:59:22,257:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-16 14:59:25,690:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432730 seconds ...[0m
2023-09-16 14:59:25,746:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.09023[0m
2023-09-16 14:59:25,746:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-16 14:59:25,746:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-16 14:59:29,251:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.504746 seconds ...[0m
2023-09-16 14:59:29,322:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.09071[0m
2023-09-16 14:59:29,322:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-16 14:59:29,322:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-16 14:59:32,854:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.531235 seconds ...[0m
2023-09-16 14:59:32,916:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.09018[0m
2023-09-16 14:59:32,916:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-16 14:59:32,916:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-16 14:59:36,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.504113 seconds ...[0m
2023-09-16 14:59:42,827:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.351369 seconds ...[0m
2023-09-16 14:59:42,828:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.09038[0m
2023-09-16 14:59:42,828:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0281 || NDCG@10 Avg: 0.0337[0m
2023-09-16 14:59:42,828:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-16 14:59:46,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426379 seconds ...[0m
2023-09-16 14:59:46,312:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08954[0m
2023-09-16 14:59:46,312:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-16 14:59:46,312:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-16 14:59:49,740:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.428054 seconds ...[0m
2023-09-16 14:59:49,816:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08978[0m
2023-09-16 14:59:49,816:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-16 14:59:49,816:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-16 14:59:53,290:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.474005 seconds ...[0m
2023-09-16 14:59:53,346:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08906[0m
2023-09-16 14:59:53,346:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-16 14:59:53,346:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-16 14:59:56,898:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.551787 seconds ...[0m
2023-09-16 14:59:56,957:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08809[0m
2023-09-16 14:59:56,957:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-16 14:59:56,957:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-16 15:00:00,400:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.442055 seconds ...[0m
2023-09-16 15:00:06,875:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.396358 seconds ...[0m
2023-09-16 15:00:06,876:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0338*** [0m
2023-09-16 15:00:06,902:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08789[0m
2023-09-16 15:00:06,903:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0282 || NDCG@10 Avg: 0.0338[0m
2023-09-16 15:00:06,903:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-16 15:00:10,437:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.533628 seconds ...[0m
2023-09-16 15:00:10,507:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08916[0m
2023-09-16 15:00:10,507:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-16 15:00:10,508:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-16 15:00:13,931:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.423796 seconds ...[0m
2023-09-16 15:00:14,005:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08764[0m
2023-09-16 15:00:14,005:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-16 15:00:14,005:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-16 15:00:17,437:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430911 seconds ...[0m
2023-09-16 15:00:17,500:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08771[0m
2023-09-16 15:00:17,500:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-16 15:00:17,500:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-16 15:00:20,937:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436839 seconds ...[0m
2023-09-16 15:00:20,998:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08815[0m
2023-09-16 15:00:20,998:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-16 15:00:20,999:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-16 15:00:24,473:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.474496 seconds ...[0m
2023-09-16 15:00:30,931:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.390836 seconds ...[0m
2023-09-16 15:00:30,932:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08737[0m
2023-09-16 15:00:30,932:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0401 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0278 || NDCG@10 Avg: 0.0332[0m
2023-09-16 15:00:30,932:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-16 15:00:34,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.471262 seconds ...[0m
2023-09-16 15:00:34,461:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08711[0m
2023-09-16 15:00:34,461:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-16 15:00:34,461:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-16 15:00:37,952:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.491037 seconds ...[0m
2023-09-16 15:00:38,023:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08672[0m
2023-09-16 15:00:38,023:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-16 15:00:38,024:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-16 15:00:41,477:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.453044 seconds ...[0m
2023-09-16 15:00:41,532:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08615[0m
2023-09-16 15:00:41,532:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-16 15:00:41,533:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-16 15:00:44,917:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.383908 seconds ...[0m
2023-09-16 15:00:44,973:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08651[0m
2023-09-16 15:00:44,974:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-16 15:00:44,974:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-16 15:00:48,372:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.397844 seconds ...[0m
2023-09-16 15:00:54,831:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.402347 seconds ...[0m
2023-09-16 15:00:54,832:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08629[0m
2023-09-16 15:00:54,832:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0334[0m
2023-09-16 15:00:54,832:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-16 15:00:58,384:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.552290 seconds ...[0m
2023-09-16 15:00:58,456:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08469[0m
2023-09-16 15:00:58,456:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-16 15:00:58,456:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-16 15:01:01,882:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426041 seconds ...[0m
2023-09-16 15:01:01,962:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08525[0m
2023-09-16 15:01:01,962:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-16 15:01:01,962:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-16 15:01:05,418:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.455648 seconds ...[0m
2023-09-16 15:01:05,472:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08502[0m
2023-09-16 15:01:05,472:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-16 15:01:05,472:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-16 15:01:08,950:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.478143 seconds ...[0m
2023-09-16 15:01:09,019:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08473[0m
2023-09-16 15:01:09,020:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-16 15:01:09,020:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-16 15:01:12,507:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487011 seconds ...[0m
2023-09-16 15:01:19,038:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.444408 seconds ...[0m
2023-09-16 15:01:19,039:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08469[0m
2023-09-16 15:01:19,039:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0393 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0337[0m
2023-09-16 15:01:19,039:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-16 15:01:22,510:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.471308 seconds ...[0m
2023-09-16 15:01:22,565:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08474[0m
2023-09-16 15:01:22,565:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-16 15:01:22,565:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-16 15:01:26,066:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.500173 seconds ...[0m
2023-09-16 15:01:26,124:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08385[0m
2023-09-16 15:01:26,124:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-16 15:01:26,124:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-16 15:01:29,562:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.437695 seconds ...[0m
2023-09-16 15:01:29,618:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08431[0m
2023-09-16 15:01:29,618:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-16 15:01:29,618:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-16 15:01:33,059:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.441086 seconds ...[0m
2023-09-16 15:01:33,114:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08321[0m
2023-09-16 15:01:33,114:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-16 15:01:33,114:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-16 15:01:36,569:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.454987 seconds ...[0m
2023-09-16 15:01:43,252:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.620598 seconds ...[0m
2023-09-16 15:01:43,253:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08335[0m
2023-09-16 15:01:43,253:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0400 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0275 || NDCG@10 Avg: 0.0331[0m
2023-09-16 15:01:43,253:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-16 15:01:46,618:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.364906 seconds ...[0m
2023-09-16 15:01:46,683:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08351[0m
2023-09-16 15:01:46,683:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-16 15:01:46,683:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-16 15:01:50,134:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451003 seconds ...[0m
2023-09-16 15:01:50,202:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08260[0m
2023-09-16 15:01:50,202:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-16 15:01:50,202:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-16 15:01:53,790:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.588272 seconds ...[0m
2023-09-16 15:01:53,856:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08299[0m
2023-09-16 15:01:53,856:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-16 15:01:53,856:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-16 15:01:57,362:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.505635 seconds ...[0m
2023-09-16 15:01:57,438:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08173[0m
2023-09-16 15:01:57,438:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-16 15:01:57,438:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-16 15:02:00,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.359926 seconds ...[0m
2023-09-16 15:02:07,222:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.356339 seconds ...[0m
2023-09-16 15:02:07,223:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08240[0m
2023-09-16 15:02:07,223:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0270 || NDCG@10 Avg: 0.0330[0m
2023-09-16 15:02:07,223:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-16 15:02:10,685:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.461269 seconds ...[0m
2023-09-16 15:02:10,744:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08201[0m
2023-09-16 15:02:10,744:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-16 15:02:10,744:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-16 15:02:14,205:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.460696 seconds ...[0m
2023-09-16 15:02:14,266:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08150[0m
2023-09-16 15:02:14,266:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-16 15:02:14,266:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-16 15:02:17,655:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.389147 seconds ...[0m
2023-09-16 15:02:17,712:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08109[0m
2023-09-16 15:02:17,712:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-16 15:02:17,712:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-16 15:02:21,172:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.459933 seconds ...[0m
2023-09-16 15:02:21,225:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08140[0m
2023-09-16 15:02:21,225:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-16 15:02:21,225:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-16 15:02:24,617:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.391923 seconds ...[0m
2023-09-16 15:02:31,209:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.532596 seconds ...[0m
2023-09-16 15:02:31,210:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08051[0m
2023-09-16 15:02:31,210:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0330[0m
2023-09-16 15:02:31,210:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-16 15:02:34,653:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.442641 seconds ...[0m
2023-09-16 15:02:34,707:	[1;35m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.08062[0m
2023-09-16 15:02:34,708:	[1;35m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-16 15:02:34,708:	[1;35m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-16 15:02:38,130:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.421776 seconds ...[0m
2023-09-16 15:02:38,188:	[1;35m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.07996[0m
2023-09-16 15:02:38,189:	[1;35m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-16 15:02:38,189:	[1;35m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-16 15:02:41,715:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.525774 seconds ...[0m
2023-09-16 15:02:41,776:	[1;35m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.07962[0m
2023-09-16 15:02:41,776:	[1;35m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-16 15:02:41,776:	[1;35m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-16 15:02:45,369:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.592896 seconds ...[0m
2023-09-16 15:02:45,433:	[1;35m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.07945[0m
2023-09-16 15:02:45,433:	[1;35m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-16 15:02:45,433:	[1;35m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-16 15:02:48,864:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430338 seconds ...[0m
2023-09-16 15:02:55,333:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.392882 seconds ...[0m
2023-09-16 15:02:55,334:	[1;35m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.07981[0m
2023-09-16 15:02:55,334:	[1;35m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0578 || NDCG@5 Avg: 0.0275 || NDCG@10 Avg: 0.0334[0m
2023-09-16 15:02:55,334:	[1;35m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-16 15:02:58,769:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434921 seconds ...[0m
2023-09-16 15:02:58,845:	[1;35m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.07891[0m
2023-09-16 15:02:58,845:	[1;35m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-16 15:02:58,845:	[1;35m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-16 15:03:02,433:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.587690 seconds ...[0m
2023-09-16 15:03:02,508:	[1;35m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.07868[0m
2023-09-16 15:03:02,509:	[1;35m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-16 15:03:02,509:	[1;35m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-16 15:03:05,945:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.436499 seconds ...[0m
2023-09-16 15:03:06,011:	[1;35m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.07832[0m
2023-09-16 15:03:06,011:	[1;35m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-16 15:03:06,011:	[1;35m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-16 15:03:09,433:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.421963 seconds ...[0m
2023-09-16 15:03:09,492:	[1;35m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.07820[0m
2023-09-16 15:03:09,493:	[1;35m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-16 15:03:09,493:	[1;35m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-16 15:03:12,977:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484322 seconds ...[0m
2023-09-16 15:03:19,411:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.378176 seconds ...[0m
2023-09-16 15:03:19,411:	[1;35m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.07783[0m
2023-09-16 15:03:19,411:	[1;35m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0328[0m
2023-09-16 15:03:19,412:	[1;35m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-16 15:03:22,844:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432321 seconds ...[0m
2023-09-16 15:03:22,898:	[1;35m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.07799[0m
2023-09-16 15:03:22,899:	[1;35m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-16 15:03:22,899:	[1;35m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-16 15:03:26,396:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.496845 seconds ...[0m
2023-09-16 15:03:26,453:	[1;35m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.07759[0m
2023-09-16 15:03:26,453:	[1;35m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-16 15:03:26,453:	[1;35m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-16 15:03:29,936:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.482480 seconds ...[0m
2023-09-16 15:03:29,989:	[1;35m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.07745[0m
2023-09-16 15:03:29,990:	[1;35m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-16 15:03:29,990:	[1;35m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-16 15:03:33,415:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.424613 seconds ...[0m
2023-09-16 15:03:33,470:	[1;35m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.07837[0m
2023-09-16 15:03:33,470:	[1;35m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-16 15:03:33,470:	[1;35m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-16 15:03:36,918:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.447793 seconds ...[0m
2023-09-16 15:03:43,352:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.377799 seconds ...[0m
2023-09-16 15:03:43,352:	[1;35m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.07700[0m
2023-09-16 15:03:43,352:	[1;35m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0320[0m
2023-09-16 15:03:43,352:	[1;35m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-16 15:03:46,817:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462600 seconds ...[0m
2023-09-16 15:03:46,873:	[1;35m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.07666[0m
2023-09-16 15:03:46,873:	[1;35m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-16 15:03:46,873:	[1;35m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-16 15:03:50,304:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.431068 seconds ...[0m
2023-09-16 15:03:50,392:	[1;35m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.07635[0m
2023-09-16 15:03:50,392:	[1;35m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-16 15:03:50,392:	[1;35m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-16 15:03:53,984:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.591564 seconds ...[0m
2023-09-16 15:03:54,038:	[1;35m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.07602[0m
2023-09-16 15:03:54,038:	[1;35m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-16 15:03:54,039:	[1;35m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-16 15:03:57,472:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432848 seconds ...[0m
2023-09-16 15:03:57,530:	[1;35m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.07643[0m
2023-09-16 15:03:57,530:	[1;35m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-16 15:03:57,530:	[1;35m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-16 15:04:00,979:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.448753 seconds ...[0m
2023-09-16 15:04:07,436:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.399585 seconds ...[0m
2023-09-16 15:04:07,437:	[1;35m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.07596[0m
2023-09-16 15:04:07,437:	[1;35m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0276 || NDCG@10 Avg: 0.0334[0m
2023-09-16 15:04:07,437:	[1;35m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-16 15:04:10,972:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.534863 seconds ...[0m
2023-09-16 15:04:11,041:	[1;35m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.07566[0m
2023-09-16 15:04:11,042:	[1;35m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-16 15:04:11,042:	[1;35m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-16 15:04:14,541:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.499004 seconds ...[0m
2023-09-16 15:04:14,602:	[1;35m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.07541[0m
2023-09-16 15:04:14,602:	[1;35m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-16 15:04:14,602:	[1;35m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-16 15:04:18,044:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.442013 seconds ...[0m
2023-09-16 15:04:18,111:	[1;35m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.07530[0m
2023-09-16 15:04:18,111:	[1;35m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-16 15:04:18,111:	[1;35m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-16 15:04:21,614:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.503190 seconds ...[0m
2023-09-16 15:04:21,686:	[1;35m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.07427[0m
2023-09-16 15:04:21,686:	[1;35m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-16 15:04:21,686:	[1;35m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-16 15:04:25,154:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467782 seconds ...[0m
2023-09-16 15:04:31,582:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.368424 seconds ...[0m
2023-09-16 15:04:31,582:	[1;35m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.07482[0m
2023-09-16 15:04:31,582:	[1;35m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0396 || HITRATE@10 Avg: 0.0583 || NDCG@5 Avg: 0.0278 || NDCG@10 Avg: 0.0338[0m
2023-09-16 15:04:31,583:	[1;35m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-16 15:04:34,976:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.393643 seconds ...[0m
2023-09-16 15:04:35,053:	[1;35m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.07462[0m
2023-09-16 15:04:35,054:	[1;35m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-16 15:04:35,054:	[1;35m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-16 15:04:38,546:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.492139 seconds ...[0m
2023-09-16 15:04:38,623:	[1;35m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.07414[0m
2023-09-16 15:04:38,623:	[1;35m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-16 15:04:38,623:	[1;35m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-16 15:04:42,090:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.466455 seconds ...[0m
2023-09-16 15:04:42,149:	[1;35m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.07424[0m
2023-09-16 15:04:42,149:	[1;35m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-16 15:04:42,150:	[1;35m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-16 15:04:45,698:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.547852 seconds ...[0m
2023-09-16 15:04:45,763:	[1;35m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.07421[0m
2023-09-16 15:04:45,763:	[1;35m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-16 15:04:45,763:	[1;35m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-16 15:04:49,197:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.433445 seconds ...[0m
2023-09-16 15:04:55,748:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.494530 seconds ...[0m
2023-09-16 15:04:55,749:	[1;35m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.07395[0m
2023-09-16 15:04:55,749:	[1;35m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0400 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0280 || NDCG@10 Avg: 0.0334[0m
2023-09-16 15:04:55,749:	[1;35m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-16 15:04:59,274:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.524325 seconds ...[0m
2023-09-16 15:04:59,329:	[1;35m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.07279[0m
2023-09-16 15:04:59,329:	[1;35m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-16 15:04:59,329:	[1;35m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-16 15:05:02,756:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426203 seconds ...[0m
2023-09-16 15:05:02,811:	[1;35m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.07293[0m
2023-09-16 15:05:02,811:	[1;35m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-16 15:05:02,811:	[1;35m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-16 15:05:06,339:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.528258 seconds ...[0m
2023-09-16 15:05:06,397:	[1;35m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.07286[0m
2023-09-16 15:05:06,397:	[1;35m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-16 15:05:06,397:	[1;35m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-16 15:05:09,871:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.473647 seconds ...[0m
2023-09-16 15:05:09,926:	[1;35m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.07238[0m
2023-09-16 15:05:09,926:	[1;35m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-16 15:05:09,926:	[1;35m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-16 15:05:13,340:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.413006 seconds ...[0m
2023-09-16 15:05:19,763:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.367791 seconds ...[0m
2023-09-16 15:05:19,764:	[1;35m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.07199[0m
2023-09-16 15:05:19,764:	[1;35m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0278 || NDCG@10 Avg: 0.0335[0m
2023-09-16 15:05:19,765:	[1;35m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-16 15:05:23,203:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.437783 seconds ...[0m
2023-09-16 15:05:23,257:	[1;35m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.07156[0m
2023-09-16 15:05:23,257:	[1;35m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-16 15:05:23,257:	[1;35m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-16 15:05:26,716:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.458649 seconds ...[0m
2023-09-16 15:05:26,770:	[1;35m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.07194[0m
2023-09-16 15:05:26,770:	[1;35m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-16 15:05:26,770:	[1;35m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-16 15:05:30,163:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.392300 seconds ...[0m
2023-09-16 15:05:30,221:	[1;35m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.07116[0m
2023-09-16 15:05:30,222:	[1;35m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-16 15:05:30,222:	[1;35m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-16 15:05:33,679:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.457153 seconds ...[0m
2023-09-16 15:05:33,734:	[1;35m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.07149[0m
2023-09-16 15:05:33,735:	[1;35m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-16 15:05:33,735:	[1;35m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-16 15:05:37,153:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.418005 seconds ...[0m
2023-09-16 15:05:43,573:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.367546 seconds ...[0m
2023-09-16 15:05:43,574:	[1;35m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.07145[0m
2023-09-16 15:05:43,574:	[1;35m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0330[0m
2023-09-16 15:05:43,574:	[1;35m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-16 15:05:47,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426399 seconds ...[0m
2023-09-16 15:05:47,058:	[1;35m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.07058[0m
2023-09-16 15:05:47,058:	[1;35m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-16 15:05:47,058:	[1;35m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-16 15:05:50,434:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.375640 seconds ...[0m
2023-09-16 15:05:50,488:	[1;35m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.07070[0m
2023-09-16 15:05:50,489:	[1;35m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-16 15:05:50,489:	[1;35m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-16 15:05:53,959:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469671 seconds ...[0m
2023-09-16 15:05:54,020:	[1;35m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.07021[0m
2023-09-16 15:05:54,020:	[1;35m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-16 15:05:54,020:	[1;35m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-16 15:05:57,474:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.453880 seconds ...[0m
2023-09-16 15:05:57,529:	[1;35m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.07042[0m
2023-09-16 15:05:57,529:	[1;35m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-16 15:05:57,529:	[1;35m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-16 15:06:01,023:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.493422 seconds ...[0m
2023-09-16 15:06:07,426:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.345480 seconds ...[0m
2023-09-16 15:06:07,427:	[1;35m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.07059[0m
2023-09-16 15:06:07,427:	[1;35m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0330[0m
2023-09-16 15:06:07,427:	[1;35m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-16 15:06:10,976:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.548411 seconds ...[0m
2023-09-16 15:06:11,049:	[1;35m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.07006[0m
2023-09-16 15:06:11,049:	[1;35m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-16 15:06:11,049:	[1;35m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-16 15:06:14,542:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.492109 seconds ...[0m
2023-09-16 15:06:14,595:	[1;35m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.07054[0m
2023-09-16 15:06:14,595:	[1;35m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-16 15:06:14,595:	[1;35m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-16 15:06:18,054:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.458891 seconds ...[0m
2023-09-16 15:06:18,117:	[1;35m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.06905[0m
2023-09-16 15:06:18,118:	[1;35m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-16 15:06:18,118:	[1;35m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-16 15:06:21,586:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467947 seconds ...[0m
2023-09-16 15:06:21,642:	[1;35m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.06926[0m
2023-09-16 15:06:21,643:	[1;35m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-16 15:06:21,643:	[1;35m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-16 15:06:25,133:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.489911 seconds ...[0m
2023-09-16 15:06:31,672:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.475073 seconds ...[0m
2023-09-16 15:06:31,672:	[1;35m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.06896[0m
2023-09-16 15:06:31,672:	[1;35m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0326[0m
2023-09-16 15:06:31,672:	[1;35m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-16 15:06:35,201:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.528137 seconds ...[0m
2023-09-16 15:06:35,256:	[1;35m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.06913[0m
2023-09-16 15:06:35,256:	[1;35m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-16 15:06:35,256:	[1;35m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-16 15:06:38,786:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.529894 seconds ...[0m
2023-09-16 15:06:38,857:	[1;35m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.06881[0m
2023-09-16 15:06:38,858:	[1;35m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-16 15:06:38,858:	[1;35m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-16 15:06:42,296:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.437585 seconds ...[0m
2023-09-16 15:06:42,368:	[1;35m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.06801[0m
2023-09-16 15:06:42,368:	[1;35m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-16 15:06:42,368:	[1;35m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-16 15:06:45,790:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422062 seconds ...[0m
2023-09-16 15:06:45,853:	[1;35m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.06775[0m
2023-09-16 15:06:45,853:	[1;35m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-16 15:06:45,853:	[1;35m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-16 15:06:49,338:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484115 seconds ...[0m
2023-09-16 15:06:55,764:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.371503 seconds ...[0m
2023-09-16 15:06:55,764:	[1;35m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.06824[0m
2023-09-16 15:06:55,764:	[1;35m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0274 || NDCG@10 Avg: 0.0331[0m
2023-09-16 15:06:55,764:	[1;35m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-16 15:06:59,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.596911 seconds ...[0m
2023-09-16 15:06:59,417:	[1;35m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.06802[0m
2023-09-16 15:06:59,417:	[1;35m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-16 15:06:59,417:	[1;35m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-16 15:07:02,954:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.536567 seconds ...[0m
2023-09-16 15:07:03,021:	[1;35m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.06621[0m
2023-09-16 15:07:03,021:	[1;35m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-16 15:07:03,021:	[1;35m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-16 15:07:06,466:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.444413 seconds ...[0m
2023-09-16 15:07:06,521:	[1;35m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.06647[0m
2023-09-16 15:07:06,522:	[1;35m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-16 15:07:06,522:	[1;35m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-16 15:07:09,955:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432887 seconds ...[0m
2023-09-16 15:07:10,010:	[1;35m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.06649[0m
2023-09-16 15:07:10,010:	[1;35m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-16 15:07:10,010:	[1;35m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-16 15:07:13,372:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.361434 seconds ...[0m
2023-09-16 15:07:19,841:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.414713 seconds ...[0m
2023-09-16 15:07:19,842:	[1;35m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.06721[0m
2023-09-16 15:07:19,842:	[1;35m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0557 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0325[0m
2023-09-16 15:07:19,842:	[1;35m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-16 15:07:23,282:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.439822 seconds ...[0m
2023-09-16 15:07:23,337:	[1;35m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.06615[0m
2023-09-16 15:07:23,337:	[1;35m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-16 15:07:23,337:	[1;35m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-16 15:07:26,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.557211 seconds ...[0m
2023-09-16 15:07:26,958:	[1;35m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.06584[0m
2023-09-16 15:07:26,958:	[1;35m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-16 15:07:26,958:	[1;35m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-16 15:07:30,389:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.431381 seconds ...[0m
2023-09-16 15:07:30,443:	[1;35m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.06571[0m
2023-09-16 15:07:30,443:	[1;35m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-16 15:07:30,443:	[1;35m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-16 15:07:33,877:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434149 seconds ...[0m
2023-09-16 15:07:33,934:	[1;35m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.06616[0m
2023-09-16 15:07:33,934:	[1;35m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-16 15:07:33,934:	[1;35m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-16 15:07:37,415:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.481029 seconds ...[0m
2023-09-16 15:07:43,981:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.511352 seconds ...[0m
2023-09-16 15:07:43,982:	[1;35m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.06582[0m
2023-09-16 15:07:43,982:	[1;35m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0270 || NDCG@10 Avg: 0.0325[0m
2023-09-16 15:07:43,982:	[1;35m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-16 15:07:47,473:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.490837 seconds ...[0m
2023-09-16 15:07:47,549:	[1;35m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.06512[0m
2023-09-16 15:07:47,549:	[1;35m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-16 15:07:47,549:	[1;35m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-16 15:07:51,029:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.479297 seconds ...[0m
2023-09-16 15:07:51,092:	[1;35m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.06518[0m
2023-09-16 15:07:51,093:	[1;35m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-16 15:07:51,093:	[1;35m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-16 15:07:54,561:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.468494 seconds ...[0m
2023-09-16 15:07:54,636:	[1;35m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.06431[0m
2023-09-16 15:07:54,636:	[1;35m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-16 15:07:54,636:	[1;35m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-16 15:07:58,109:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.471940 seconds ...[0m
2023-09-16 15:07:58,179:	[1;35m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.06471[0m
2023-09-16 15:07:58,179:	[1;35m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-16 15:07:58,179:	[1;35m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-16 15:08:01,543:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.363499 seconds ...[0m
2023-09-16 15:08:07,992:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.387489 seconds ...[0m
2023-09-16 15:08:07,992:	[1;35m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.06416[0m
2023-09-16 15:08:07,992:	[1;35m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0402 || HITRATE@10 Avg: 0.0585 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0335[0m
2023-09-16 15:08:07,992:	[1;35m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-16 15:08:11,422:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.428917 seconds ...[0m
2023-09-16 15:08:11,483:	[1;35m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.06452[0m
2023-09-16 15:08:11,483:	[1;35m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-16 15:08:11,483:	[1;35m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-16 15:08:14,917:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.433700 seconds ...[0m
2023-09-16 15:08:14,971:	[1;35m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.06398[0m
2023-09-16 15:08:14,972:	[1;35m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-16 15:08:14,972:	[1;35m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-16 15:08:18,389:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.417194 seconds ...[0m
2023-09-16 15:08:18,444:	[1;35m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.06447[0m
2023-09-16 15:08:18,444:	[1;35m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-16 15:08:18,444:	[1;35m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-16 15:08:21,836:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.391204 seconds ...[0m
2023-09-16 15:08:21,891:	[1;35m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.06340[0m
2023-09-16 15:08:21,891:	[1;35m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-16 15:08:21,891:	[1;35m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-16 15:08:25,343:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451255 seconds ...[0m
2023-09-16 15:08:31,780:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.362225 seconds ...[0m
2023-09-16 15:08:31,780:	[1;35m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.06231[0m
2023-09-16 15:08:31,780:	[1;35m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0332[0m
2023-09-16 15:08:31,780:	[1;35m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-16 15:08:35,151:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.370844 seconds ...[0m
2023-09-16 15:08:35,204:	[1;35m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.06326[0m
2023-09-16 15:08:35,204:	[1;35m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-16 15:08:35,204:	[1;35m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-16 15:08:38,628:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.423208 seconds ...[0m
2023-09-16 15:08:38,689:	[1;35m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.06302[0m
2023-09-16 15:08:38,689:	[1;35m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-16 15:08:38,689:	[1;35m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-16 15:08:42,105:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.415193 seconds ...[0m
2023-09-16 15:08:42,159:	[1;35m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.06332[0m
2023-09-16 15:08:42,159:	[1;35m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-16 15:08:42,159:	[1;35m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-16 15:08:45,633:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.473433 seconds ...[0m
2023-09-16 15:08:45,689:	[1;35m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.06289[0m
2023-09-16 15:08:45,689:	[1;35m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-16 15:08:45,690:	[1;35m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-16 15:08:49,139:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.449195 seconds ...[0m
2023-09-16 15:08:55,634:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.437962 seconds ...[0m
2023-09-16 15:08:55,635:	[1;35m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.06249[0m
2023-09-16 15:08:55,635:	[1;35m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0268 || NDCG@10 Avg: 0.0327[0m
2023-09-16 15:08:55,635:	[1;35m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-16 15:08:59,172:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.536595 seconds ...[0m
2023-09-16 15:08:59,226:	[1;35m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.06270[0m
2023-09-16 15:08:59,227:	[1;35m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-16 15:08:59,227:	[1;35m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-16 15:09:02,698:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.470929 seconds ...[0m
2023-09-16 15:09:02,751:	[1;35m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.06256[0m
2023-09-16 15:09:02,751:	[1;35m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-16 15:09:02,751:	[1;35m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-16 15:09:06,143:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.391718 seconds ...[0m
2023-09-16 15:09:06,198:	[1;35m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.06275[0m
2023-09-16 15:09:06,198:	[1;35m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-16 15:09:06,198:	[1;35m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-16 15:09:09,602:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.403426 seconds ...[0m
2023-09-16 15:09:09,657:	[1;35m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.06196[0m
2023-09-16 15:09:09,657:	[1;35m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-16 15:09:09,657:	[1;35m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-16 15:09:13,042:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.385041 seconds ...[0m
2023-09-16 15:09:19,524:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.427101 seconds ...[0m
2023-09-16 15:09:19,525:	[1;35m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.06156[0m
2023-09-16 15:09:19,525:	[1;35m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0399 || HITRATE@10 Avg: 0.0568 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0326[0m
2023-09-16 15:09:19,525:	[1;35m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-16 15:09:23,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.520018 seconds ...[0m
2023-09-16 15:09:23,115:	[1;35m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.06137[0m
2023-09-16 15:09:23,116:	[1;35m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-16 15:09:23,116:	[1;35m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-16 15:09:26,517:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.400708 seconds ...[0m
2023-09-16 15:09:26,580:	[1;35m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.06032[0m
2023-09-16 15:09:26,581:	[1;35m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-16 15:09:26,581:	[1;35m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-16 15:09:30,053:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472436 seconds ...[0m
2023-09-16 15:09:30,123:	[1;35m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.06054[0m
2023-09-16 15:09:30,123:	[1;35m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-16 15:09:30,123:	[1;35m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-16 15:09:33,550:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.426850 seconds ...[0m
2023-09-16 15:09:33,634:	[1;35m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.06036[0m
2023-09-16 15:09:33,635:	[1;35m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-16 15:09:33,635:	[1;35m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-16 15:09:37,151:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.515882 seconds ...[0m
2023-09-16 15:09:43,635:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.419636 seconds ...[0m
2023-09-16 15:09:43,635:	[1;35m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.05982[0m
2023-09-16 15:09:43,636:	[1;35m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0325[0m
2023-09-16 15:09:43,636:	[1;35m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-16 15:09:47,024:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.387871 seconds ...[0m
2023-09-16 15:09:47,081:	[1;35m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.06015[0m
2023-09-16 15:09:47,081:	[1;35m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-16 15:09:47,081:	[1;35m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-16 15:09:50,466:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.384772 seconds ...[0m
2023-09-16 15:09:50,520:	[1;35m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.05951[0m
2023-09-16 15:09:50,521:	[1;35m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-16 15:09:50,521:	[1;35m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-16 15:09:53,995:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.474319 seconds ...[0m
2023-09-16 15:09:54,053:	[1;35m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.06013[0m
2023-09-16 15:09:54,053:	[1;35m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-16 15:09:54,054:	[1;35m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-16 15:09:57,550:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.495985 seconds ...[0m
2023-09-16 15:09:57,603:	[1;35m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.06009[0m
2023-09-16 15:09:57,603:	[1;35m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-16 15:09:57,603:	[1;35m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-16 15:10:01,033:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.429116 seconds ...[0m
2023-09-16 15:10:07,588:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.493022 seconds ...[0m
2023-09-16 15:10:07,589:	[1;35m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.05962[0m
2023-09-16 15:10:07,589:	[1;35m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0275 || NDCG@10 Avg: 0.0333[0m
2023-09-16 15:10:07,590:	[1;35m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-16 15:10:11,201:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.611161 seconds ...[0m
2023-09-16 15:10:11,275:	[1;35m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.05885[0m
2023-09-16 15:10:11,275:	[1;35m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-16 15:10:11,275:	[1;35m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-16 15:10:14,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434862 seconds ...[0m
2023-09-16 15:10:14,790:	[1;35m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.05888[0m
2023-09-16 15:10:14,790:	[1;35m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-16 15:10:14,790:	[1;35m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-16 15:10:18,338:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.548171 seconds ...[0m
2023-09-16 15:10:18,406:	[1;35m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.05885[0m
2023-09-16 15:10:18,407:	[1;35m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-16 15:10:18,407:	[1;35m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-16 15:10:21,924:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.517117 seconds ...[0m
2023-09-16 15:10:21,985:	[1;35m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.05909[0m
2023-09-16 15:10:21,985:	[1;35m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-16 15:10:21,985:	[1;35m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-16 15:10:25,407:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.421425 seconds ...[0m
2023-09-16 15:10:31,902:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.438727 seconds ...[0m
2023-09-16 15:10:31,903:	[1;35m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.05895[0m
2023-09-16 15:10:31,903:	[1;35m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0314[0m
2023-09-16 15:10:31,903:	[1;35m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-16 15:10:35,280:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.376744 seconds ...[0m
2023-09-16 15:10:35,340:	[1;35m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.05887[0m
2023-09-16 15:10:35,340:	[1;35m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-16 15:10:35,340:	[1;35m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-16 15:10:38,815:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.474944 seconds ...[0m
2023-09-16 15:10:38,882:	[1;35m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.05814[0m
2023-09-16 15:10:38,882:	[1;35m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-16 15:10:38,882:	[1;35m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-16 15:10:42,327:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.444811 seconds ...[0m
2023-09-16 15:10:42,384:	[1;35m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.05803[0m
2023-09-16 15:10:42,384:	[1;35m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-16 15:10:42,384:	[1;35m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-16 15:10:45,848:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.463607 seconds ...[0m
2023-09-16 15:10:45,921:	[1;35m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.05813[0m
2023-09-16 15:10:45,921:	[1;35m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-16 15:10:45,921:	[1;35m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-16 15:10:49,317:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.395990 seconds ...[0m
2023-09-16 15:10:55,766:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.390334 seconds ...[0m
2023-09-16 15:10:55,766:	[1;35m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.05781[0m
2023-09-16 15:10:55,766:	[1;35m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0323[0m
2023-09-16 15:10:55,767:	[1;35m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-16 15:10:59,187:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.420298 seconds ...[0m
2023-09-16 15:10:59,242:	[1;35m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.05662[0m
2023-09-16 15:10:59,242:	[1;35m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-16 15:10:59,242:	[1;35m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-16 15:11:02,755:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.512976 seconds ...[0m
2023-09-16 15:11:02,823:	[1;35m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.05644[0m
2023-09-16 15:11:02,823:	[1;35m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-16 15:11:02,823:	[1;35m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-16 15:11:06,408:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.584218 seconds ...[0m
2023-09-16 15:11:06,478:	[1;35m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.05711[0m
2023-09-16 15:11:06,478:	[1;35m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-16 15:11:06,478:	[1;35m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-16 15:11:09,966:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487777 seconds ...[0m
2023-09-16 15:11:10,019:	[1;35m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.05727[0m
2023-09-16 15:11:10,020:	[1;35m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-16 15:11:10,020:	[1;35m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-16 15:11:13,436:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.415965 seconds ...[0m
2023-09-16 15:11:19,875:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.371189 seconds ...[0m
2023-09-16 15:11:19,876:	[1;35m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.05692[0m
2023-09-16 15:11:19,876:	[1;35m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0394 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0276 || NDCG@10 Avg: 0.0332[0m
2023-09-16 15:11:19,876:	[1;35m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-16 15:11:23,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.411102 seconds ...[0m
2023-09-16 15:11:23,345:	[1;35m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.05645[0m
2023-09-16 15:11:23,345:	[1;35m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-16 15:11:23,345:	[1;35m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-16 15:11:26,671:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.325221 seconds ...[0m
2023-09-16 15:11:26,725:	[1;35m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.05716[0m
2023-09-16 15:11:26,726:	[1;35m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-16 15:11:26,726:	[1;35m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-16 15:11:30,226:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.499656 seconds ...[0m
2023-09-16 15:11:30,279:	[1;35m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.05666[0m
2023-09-16 15:11:30,279:	[1;35m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-16 15:11:30,279:	[1;35m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-16 15:11:33,695:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.416344 seconds ...[0m
2023-09-16 15:11:33,750:	[1;35m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.05610[0m
2023-09-16 15:11:33,750:	[1;35m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-16 15:11:33,750:	[1;35m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-16 15:11:37,178:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.427881 seconds ...[0m
2023-09-16 15:11:43,618:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.380081 seconds ...[0m
2023-09-16 15:11:43,618:	[1;35m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.05633[0m
2023-09-16 15:11:43,618:	[1;35m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0268 || NDCG@10 Avg: 0.0319[0m
2023-09-16 15:11:43,618:	[1;35m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-16 15:11:47,088:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469604 seconds ...[0m
2023-09-16 15:11:47,156:	[1;35m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.05556[0m
2023-09-16 15:11:47,156:	[1;35m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-16 15:11:47,156:	[1;35m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-16 15:11:50,605:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.448505 seconds ...[0m
2023-09-16 15:11:50,661:	[1;35m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.05465[0m
2023-09-16 15:11:50,661:	[1;35m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-16 15:11:50,662:	[1;35m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-16 15:11:54,183:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.520959 seconds ...[0m
2023-09-16 15:11:54,238:	[1;35m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.05543[0m
2023-09-16 15:11:54,238:	[1;35m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-16 15:11:54,238:	[1;35m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-16 15:11:57,613:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.375333 seconds ...[0m
2023-09-16 15:11:57,685:	[1;35m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.05584[0m
2023-09-16 15:11:57,685:	[1;35m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-16 15:11:57,685:	[1;35m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-16 15:12:01,080:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.394507 seconds ...[0m
2023-09-16 15:12:07,630:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.496802 seconds ...[0m
2023-09-16 15:12:07,630:	[1;35m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.05557[0m
2023-09-16 15:12:07,631:	[1;35m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0401 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0276 || NDCG@10 Avg: 0.0328[0m
2023-09-16 15:12:07,631:	[1;35m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-16 15:12:11,139:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.508146 seconds ...[0m
2023-09-16 15:12:11,197:	[1;35m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.05530[0m
2023-09-16 15:12:11,197:	[1;35m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-16 15:12:11,198:	[1;35m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-16 15:12:14,598:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.400227 seconds ...[0m
2023-09-16 15:12:14,674:	[1;35m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.05465[0m
2023-09-16 15:12:14,674:	[1;35m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-16 15:12:14,674:	[1;35m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-16 15:12:18,115:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.440359 seconds ...[0m
2023-09-16 15:12:18,173:	[1;35m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.05465[0m
2023-09-16 15:12:18,173:	[1;35m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-16 15:12:18,173:	[1;35m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-16 15:12:21,639:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.465593 seconds ...[0m
2023-09-16 15:12:21,697:	[1;35m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.05414[0m
2023-09-16 15:12:21,697:	[1;35m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-16 15:12:21,698:	[1;35m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-16 15:12:25,183:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.485705 seconds ...[0m
2023-09-16 15:12:31,592:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.353480 seconds ...[0m
2023-09-16 15:12:31,592:	[1;35m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.05418[0m
2023-09-16 15:12:31,593:	[1;35m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0326[0m
2023-09-16 15:12:31,593:	[1;35m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-16 15:12:35,013:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.419749 seconds ...[0m
2023-09-16 15:12:35,077:	[1;35m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.05444[0m
2023-09-16 15:12:35,077:	[1;35m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-16 15:12:35,077:	[1;35m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-16 15:12:38,507:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.429735 seconds ...[0m
2023-09-16 15:12:38,562:	[1;35m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.05326[0m
2023-09-16 15:12:38,562:	[1;35m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-16 15:12:38,562:	[1;35m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-16 15:12:42,077:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.515041 seconds ...[0m
2023-09-16 15:12:42,134:	[1;35m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.05406[0m
2023-09-16 15:12:42,134:	[1;35m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-16 15:12:42,134:	[1;35m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-16 15:12:45,552:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.417303 seconds ...[0m
2023-09-16 15:12:45,616:	[1;35m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.05279[0m
2023-09-16 15:12:45,617:	[1;35m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-16 15:12:45,617:	[1;35m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-16 15:12:49,158:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.540975 seconds ...[0m
2023-09-16 15:12:55,564:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.347727 seconds ...[0m
2023-09-16 15:12:55,565:	[1;35m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.05242[0m
2023-09-16 15:12:55,565:	[1;35m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0557 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0320[0m
2023-09-16 15:12:55,565:	[1;35m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-16 15:12:58,967:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.402357 seconds ...[0m
2023-09-16 15:12:59,033:	[1;35m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.05316[0m
2023-09-16 15:12:59,033:	[1;35m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-16 15:12:59,034:	[1;35m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-16 15:13:02,431:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.397698 seconds ...[0m
2023-09-16 15:13:02,487:	[1;35m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.05190[0m
2023-09-16 15:13:02,487:	[1;35m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-16 15:13:02,487:	[1;35m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-16 15:13:05,908:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.420912 seconds ...[0m
2023-09-16 15:13:05,987:	[1;35m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.05232[0m
2023-09-16 15:13:05,987:	[1;35m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-16 15:13:05,987:	[1;35m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-16 15:13:09,460:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472442 seconds ...[0m
2023-09-16 15:13:09,516:	[1;35m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.05236[0m
2023-09-16 15:13:09,516:	[1;35m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-16 15:13:09,516:	[1;35m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-16 15:13:12,997:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.480748 seconds ...[0m
2023-09-16 15:13:19,401:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.346977 seconds ...[0m
2023-09-16 15:13:19,402:	[1;35m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.05233[0m
2023-09-16 15:13:19,402:	[1;35m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0270 || NDCG@10 Avg: 0.0327[0m
2023-09-16 15:13:19,402:	[1;35m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-16 15:13:22,915:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.512359 seconds ...[0m
2023-09-16 15:13:22,974:	[1;35m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.05269[0m
2023-09-16 15:13:22,974:	[1;35m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-16 15:13:22,974:	[1;35m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-16 15:13:26,365:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.390854 seconds ...[0m
2023-09-16 15:13:26,427:	[1;35m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.05170[0m
2023-09-16 15:13:26,428:	[1;35m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-16 15:13:26,428:	[1;35m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-16 15:13:29,828:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.399606 seconds ...[0m
2023-09-16 15:13:29,885:	[1;35m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.05216[0m
2023-09-16 15:13:29,886:	[1;35m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-16 15:13:29,886:	[1;35m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-16 15:13:33,327:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.441550 seconds ...[0m
2023-09-16 15:13:33,404:	[1;35m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.05183[0m
2023-09-16 15:13:33,404:	[1;35m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-16 15:13:33,404:	[1;35m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-16 15:13:36,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.480727 seconds ...[0m
2023-09-16 15:13:43,320:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.375874 seconds ...[0m
2023-09-16 15:13:43,320:	[1;35m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.05121[0m
2023-09-16 15:13:43,320:	[1;35m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0551 || NDCG@5 Avg: 0.0264 || NDCG@10 Avg: 0.0317[0m
2023-09-16 15:13:43,320:	[1;35m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-16 15:13:46,760:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.439641 seconds ...[0m
2023-09-16 15:13:46,836:	[1;35m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.05116[0m
2023-09-16 15:13:46,836:	[1;35m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-16 15:13:46,837:	[1;35m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-16 15:13:50,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.431673 seconds ...[0m
2023-09-16 15:13:50,323:	[1;35m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.05159[0m
2023-09-16 15:13:50,323:	[1;35m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-16 15:13:50,324:	[1;35m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-16 15:13:53,705:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.381544 seconds ...[0m
2023-09-16 15:13:53,761:	[1;35m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.05139[0m
2023-09-16 15:13:53,761:	[1;35m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-16 15:13:53,761:	[1;35m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-16 15:13:57,155:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.394286 seconds ...[0m
2023-09-16 15:13:57,212:	[1;35m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.05126[0m
2023-09-16 15:13:57,212:	[1;35m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-16 15:13:57,212:	[1;35m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-16 15:14:00,563:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.351215 seconds ...[0m
2023-09-16 15:14:07,009:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.386824 seconds ...[0m
2023-09-16 15:14:07,010:	[1;35m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.05153[0m
2023-09-16 15:14:07,010:	[1;35m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0560 || NDCG@5 Avg: 0.0267 || NDCG@10 Avg: 0.0323[0m
2023-09-16 15:14:07,010:	[1;35m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-16 15:14:10,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.447954 seconds ...[0m
2023-09-16 15:14:10,513:	[1;35m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.05025[0m
2023-09-16 15:14:10,513:	[1;35m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-16 15:14:10,513:	[1;35m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-16 15:14:13,928:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.414503 seconds ...[0m
2023-09-16 15:14:13,985:	[1;35m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.05109[0m
2023-09-16 15:14:13,985:	[1;35m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-16 15:14:13,985:	[1;35m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-16 15:14:17,389:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.404009 seconds ...[0m
2023-09-16 15:14:17,443:	[1;35m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.05048[0m
2023-09-16 15:14:17,443:	[1;35m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-16 15:14:17,443:	[1;35m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-16 15:14:20,890:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446014 seconds ...[0m
2023-09-16 15:14:20,946:	[1;35m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.05055[0m
2023-09-16 15:14:20,946:	[1;35m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-16 15:14:20,946:	[1;35m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-16 15:14:24,393:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446297 seconds ...[0m
2023-09-16 15:14:30,898:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.452755 seconds ...[0m
2023-09-16 15:14:30,899:	[1;35m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.05016[0m
2023-09-16 15:14:30,899:	[1;35m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0565 || NDCG@5 Avg: 0.0269 || NDCG@10 Avg: 0.0323[0m
2023-09-16 15:14:30,899:	[1;35m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-16 15:14:34,364:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464621 seconds ...[0m
2023-09-16 15:14:34,419:	[1;35m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.04984[0m
2023-09-16 15:14:34,419:	[1;35m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-16 15:14:34,419:	[1;35m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-16 15:14:37,796:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.377304 seconds ...[0m
2023-09-16 15:14:37,850:	[1;35m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.04928[0m
2023-09-16 15:14:37,850:	[1;35m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-16 15:14:37,850:	[1;35m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-16 15:14:41,289:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.438417 seconds ...[0m
2023-09-16 15:14:41,353:	[1;35m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.04922[0m
2023-09-16 15:14:41,353:	[1;35m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-16 15:14:41,353:	[1;35m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-16 15:14:44,781:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.427402 seconds ...[0m
2023-09-16 15:14:44,836:	[1;35m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.04922[0m
2023-09-16 15:14:44,836:	[1;35m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-16 15:14:44,836:	[1;35m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-16 15:14:48,379:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.542621 seconds ...[0m
2023-09-16 15:14:55,019:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.582936 seconds ...[0m
2023-09-16 15:14:55,019:	[1;35m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.04877[0m
2023-09-16 15:14:55,020:	[1;35m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0323[0m
2023-09-16 15:14:55,020:	[1;35m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-16 15:14:58,502:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.482332 seconds ...[0m
2023-09-16 15:14:58,559:	[1;35m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.04950[0m
2023-09-16 15:14:58,560:	[1;35m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-16 15:14:58,560:	[1;35m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-16 15:15:01,960:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.399701 seconds ...[0m
2023-09-16 15:15:02,018:	[1;35m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.04838[0m
2023-09-16 15:15:02,018:	[1;35m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-16 15:15:02,018:	[1;35m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-16 15:15:05,416:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.397228 seconds ...[0m
2023-09-16 15:15:05,493:	[1;35m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.04869[0m
2023-09-16 15:15:05,493:	[1;35m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-16 15:15:05,493:	[1;35m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-16 15:15:08,891:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.397884 seconds ...[0m
2023-09-16 15:15:08,944:	[1;35m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.04859[0m
2023-09-16 15:15:08,944:	[1;35m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-16 15:15:08,944:	[1;35m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-16 15:15:12,334:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.389799 seconds ...[0m
2023-09-16 15:15:18,799:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.409030 seconds ...[0m
2023-09-16 15:15:18,800:	[1;35m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.04858[0m
2023-09-16 15:15:18,800:	[1;35m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0400 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0322[0m
2023-09-16 15:15:18,800:	[1;35m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-16 15:15:22,319:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.519059 seconds ...[0m
2023-09-16 15:15:22,374:	[1;35m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.04852[0m
2023-09-16 15:15:22,374:	[1;35m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-16 15:15:22,374:	[1;35m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-16 15:15:25,800:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.425600 seconds ...[0m
2023-09-16 15:15:25,854:	[1;35m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.04867[0m
2023-09-16 15:15:25,854:	[1;35m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-16 15:15:25,854:	[1;35m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-16 15:15:29,317:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462499 seconds ...[0m
2023-09-16 15:15:29,372:	[1;35m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.04864[0m
2023-09-16 15:15:29,372:	[1;35m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-16 15:15:29,372:	[1;35m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-16 15:15:32,795:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422182 seconds ...[0m
2023-09-16 15:15:32,857:	[1;35m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.04804[0m
2023-09-16 15:15:32,857:	[1;35m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-16 15:15:32,857:	[1;35m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-16 15:15:36,341:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.483727 seconds ...[0m
2023-09-16 15:15:42,932:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.535604 seconds ...[0m
2023-09-16 15:15:42,933:	[1;35m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.04796[0m
2023-09-16 15:15:42,933:	[1;35m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0318[0m
2023-09-16 15:15:42,933:	[1;35m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-16 15:15:46,484:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.551110 seconds ...[0m
2023-09-16 15:15:46,561:	[1;35m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.04755[0m
2023-09-16 15:15:46,561:	[1;35m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-16 15:15:46,562:	[1;35m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-16 15:15:50,046:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484373 seconds ...[0m
2023-09-16 15:15:50,102:	[1;35m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.04764[0m
2023-09-16 15:15:50,102:	[1;35m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-16 15:15:50,103:	[1;35m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-16 15:15:53,600:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.497240 seconds ...[0m
2023-09-16 15:15:53,659:	[1;35m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.04721[0m
2023-09-16 15:15:53,660:	[1;35m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-16 15:15:53,660:	[1;35m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-16 15:15:57,063:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.403445 seconds ...[0m
2023-09-16 15:15:57,129:	[1;35m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.04737[0m
2023-09-16 15:15:57,130:	[1;35m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-16 15:15:57,130:	[1;35m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-16 15:16:00,528:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.398352 seconds ...[0m
2023-09-16 15:16:06,993:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.385759 seconds ...[0m
2023-09-16 15:16:06,994:	[1;35m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.04727[0m
2023-09-16 15:16:06,994:	[1;35m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0313[0m
2023-09-16 15:16:06,994:	[1;35m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-16 15:16:10,515:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.521037 seconds ...[0m
2023-09-16 15:16:10,570:	[1;35m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.04689[0m
2023-09-16 15:16:10,570:	[1;35m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-16 15:16:10,570:	[1;35m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-16 15:16:14,078:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.507112 seconds ...[0m
2023-09-16 15:16:14,131:	[1;35m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.04701[0m
2023-09-16 15:16:14,131:	[1;35m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-16 15:16:14,131:	[1;35m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-16 15:16:17,606:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.475353 seconds ...[0m
2023-09-16 15:16:17,664:	[1;35m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.04658[0m
2023-09-16 15:16:17,664:	[1;35m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-16 15:16:17,664:	[1;35m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-16 15:16:21,064:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.399639 seconds ...[0m
2023-09-16 15:16:21,139:	[1;35m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.04723[0m
2023-09-16 15:16:21,139:	[1;35m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-16 15:16:21,139:	[1;35m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-16 15:16:24,649:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.509917 seconds ...[0m
2023-09-16 15:16:31,306:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.589237 seconds ...[0m
2023-09-16 15:16:31,307:	[1;35m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.04613[0m
2023-09-16 15:16:31,307:	[1;35m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0326[0m
2023-09-16 15:16:31,307:	[1;35m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-16 15:16:34,776:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469272 seconds ...[0m
2023-09-16 15:16:34,831:	[1;35m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.04645[0m
2023-09-16 15:16:34,832:	[1;35m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-16 15:16:34,832:	[1;35m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-16 15:16:38,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422983 seconds ...[0m
2023-09-16 15:16:38,310:	[1;35m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.04621[0m
2023-09-16 15:16:38,311:	[1;35m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-16 15:16:38,311:	[1;35m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-16 15:16:41,850:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.539146 seconds ...[0m
2023-09-16 15:16:41,929:	[1;35m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.04628[0m
2023-09-16 15:16:41,929:	[1;35m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-16 15:16:41,929:	[1;35m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-16 15:16:45,392:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.462567 seconds ...[0m
2023-09-16 15:16:45,449:	[1;35m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.04625[0m
2023-09-16 15:16:45,449:	[1;35m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-16 15:16:45,449:	[1;35m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-16 15:16:48,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.491644 seconds ...[0m
2023-09-16 15:16:55,395:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.379949 seconds ...[0m
2023-09-16 15:16:55,395:	[1;35m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.04563[0m
2023-09-16 15:16:55,395:	[1;35m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0315[0m
2023-09-16 15:16:55,396:	[1;35m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-16 15:16:58,863:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467249 seconds ...[0m
2023-09-16 15:16:58,918:	[1;35m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.04524[0m
2023-09-16 15:16:58,919:	[1;35m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-16 15:16:58,919:	[1;35m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-16 15:17:02,391:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472250 seconds ...[0m
2023-09-16 15:17:02,450:	[1;35m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.04597[0m
2023-09-16 15:17:02,450:	[1;35m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-16 15:17:02,450:	[1;35m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-16 15:17:05,867:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.416336 seconds ...[0m
2023-09-16 15:17:06,021:	[1;35m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.04503[0m
2023-09-16 15:17:06,022:	[1;35m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-16 15:17:06,022:	[1;35m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-16 15:17:09,523:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.500851 seconds ...[0m
2023-09-16 15:17:09,578:	[1;35m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.04528[0m
2023-09-16 15:17:09,578:	[1;35m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-16 15:17:09,578:	[1;35m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-16 15:17:13,038:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.459989 seconds ...[0m
2023-09-16 15:17:19,485:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.393612 seconds ...[0m
2023-09-16 15:17:19,485:	[1;35m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.04563[0m
2023-09-16 15:17:19,485:	[1;35m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0557 || NDCG@5 Avg: 0.0274 || NDCG@10 Avg: 0.0326[0m
2023-09-16 15:17:19,485:	[1;35m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-16 15:17:22,944:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.458135 seconds ...[0m
2023-09-16 15:17:22,999:	[1;35m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.04530[0m
2023-09-16 15:17:22,999:	[1;35m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-16 15:17:22,999:	[1;35m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-16 15:17:26,430:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430888 seconds ...[0m
2023-09-16 15:17:26,501:	[1;35m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.04518[0m
2023-09-16 15:17:26,501:	[1;35m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-16 15:17:26,501:	[1;35m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-16 15:17:29,851:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.349409 seconds ...[0m
2023-09-16 15:17:29,925:	[1;35m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.04548[0m
2023-09-16 15:17:29,925:	[1;35m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-16 15:17:29,925:	[1;35m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-16 15:17:33,335:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.409883 seconds ...[0m
2023-09-16 15:17:33,393:	[1;35m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.04489[0m
2023-09-16 15:17:33,393:	[1;35m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-16 15:17:33,393:	[1;35m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-16 15:17:36,847:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.454101 seconds ...[0m
2023-09-16 15:17:43,267:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.364230 seconds ...[0m
2023-09-16 15:17:43,268:	[1;35m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.04455[0m
2023-09-16 15:17:43,268:	[1;35m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0312[0m
2023-09-16 15:17:43,268:	[1;35m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-16 15:17:46,811:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.542381 seconds ...[0m
2023-09-16 15:17:46,866:	[1;35m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.04526[0m
2023-09-16 15:17:46,866:	[1;35m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-16 15:17:46,866:	[1;35m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-16 15:17:50,343:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.476934 seconds ...[0m
2023-09-16 15:17:50,403:	[1;35m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.04439[0m
2023-09-16 15:17:50,403:	[1;35m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-16 15:17:50,403:	[1;35m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-16 15:17:53,823:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.419504 seconds ...[0m
2023-09-16 15:17:53,879:	[1;35m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.04528[0m
2023-09-16 15:17:53,879:	[1;35m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-16 15:17:53,879:	[1;35m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-16 15:17:57,371:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.491906 seconds ...[0m
2023-09-16 15:17:57,432:	[1;35m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.04433[0m
2023-09-16 15:17:57,432:	[1;35m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-16 15:17:57,432:	[1;35m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-16 15:18:00,893:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.460945 seconds ...[0m
2023-09-16 15:18:07,296:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.345852 seconds ...[0m
2023-09-16 15:18:07,297:	[1;35m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.04463[0m
2023-09-16 15:18:07,297:	[1;35m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0267 || NDCG@10 Avg: 0.0319[0m
2023-09-16 15:18:07,297:	[1;35m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-16 15:18:10,667:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.370395 seconds ...[0m
2023-09-16 15:18:10,722:	[1;35m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.04440[0m
2023-09-16 15:18:10,722:	[1;35m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-16 15:18:10,722:	[1;35m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-16 15:18:14,261:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.538397 seconds ...[0m
2023-09-16 15:18:14,322:	[1;35m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.04549[0m
2023-09-16 15:18:14,322:	[1;35m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-16 15:18:14,322:	[1;35m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-16 15:18:17,716:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.393483 seconds ...[0m
2023-09-16 15:18:17,775:	[1;35m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.04416[0m
2023-09-16 15:18:17,775:	[1;35m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-16 15:18:17,775:	[1;35m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-16 15:18:21,134:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.358764 seconds ...[0m
2023-09-16 15:18:21,217:	[1;35m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.04374[0m
2023-09-16 15:18:21,217:	[1;35m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-16 15:18:21,217:	[1;35m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-16 15:18:24,643:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.425436 seconds ...[0m
2023-09-16 15:18:31,010:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.350697 seconds ...[0m
2023-09-16 15:18:37,466:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 6.455816 seconds ...[0m
2023-09-16 15:18:37,467:	[1;35m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.04370[0m
2023-09-16 15:18:37,467:	[1;35m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0264 || NDCG@10 Avg: 0.0317[0m
2023-09-16 15:18:37,467:	[1;35m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0470 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0276[0m
2023-09-16 15:18:39,136:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.043700     499
1   valid   HITRATE@1  0.015507     320
2   valid   HITRATE@5  0.040991     230
3   valid  HITRATE@10  0.058781     220
4   valid      NDCG@5  0.028241     270
5   valid     NDCG@10  0.033847     270
6    test   HITRATE@1  0.012802       0
7    test   HITRATE@5  0.033417       0
8    test  HITRATE@10  0.047001       0
9    test      NDCG@5  0.023211       0
10   test     NDCG@10  0.027580       0[0m
2023-09-16 15:18:39,136:	[1;35m[LoG_PaTH] >>> ./logs/Tools-5/AmazonTools_550_Chron/1-0916143816[0m
2023-09-16 15:18:39,278:	[1;35m[Wall TIME] >>> Coach.summary takes 1.811250 seconds ...[0m
2023-09-16 15:18:39,278:	[1;35m[Coach] >>> Load best model @Epoch 270  [0m
2023-09-16 15:18:45,645:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 6.354617 seconds ...[0m
2023-09-16 15:18:52,186:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 6.540080 seconds ...[0m
2023-09-16 15:18:52,186:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>> [0m
2023-09-16 15:18:52,187:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0282 || NDCG@10 Avg: 0.0338[0m
2023-09-16 15:18:52,187:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0345 || HITRATE@10 Avg: 0.0492 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0286[0m
2023-09-16 15:18:52,204:	[1;35m[Wall TIME] >>> Coach.fit takes 2429.027816 seconds ...[0m
