2023-09-17 09:53:44,919:	========================================================================
2023-09-17 09:53:44,919:	========================================================================
2023-09-17 09:53:44,919:	========================================================================
2023-09-17 09:53:44,919:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:53:44,920:	[1;35m[Seed] >>> Set seed: 1[0m
2023-09-17 09:53:44,922:	[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: 0.005] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917095341] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.5] 
[num_gru_layers: 1] 
[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/1-0917095341] 
[0m
2023-09-17 09:53:44,923:	[1;35m[Wall TIME] >>> Parser.compile takes 0.013524 seconds ...[0m
2023-09-17 09:53:44,938:	[1;35m[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:53:45,042:	[1;35m+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:53:45,042:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.117586 seconds ...[0m
2023-09-17 09:53:45,314:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.062467 seconds ...[0m
2023-09-17 09:53:45,379:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.064818 seconds ...[0m
2023-09-17 09:53:45,600:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.219652 seconds ...[0m
2023-09-17 09:53:49,312:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:53:49,313:	[1;35m[Wall TIME] >>> Coach.compile takes 0.001239 seconds ...[0m
2023-09-17 09:53:50,762:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.423642 seconds ...[0m
2023-09-17 09:53:50,762:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0001*** [0m
2023-09-17 09:53:50,770:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:53:50,770:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0001 || HITRATE@10 Avg: 0.0004 || NDCG@5 Avg: 0.0000 || NDCG@10 Avg: 0.0001[0m
2023-09-17 09:53:50,770:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:53:53,011:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.241297 seconds ...[0m
2023-09-17 09:53:53,043:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.59841[0m
2023-09-17 09:53:53,043:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:53:53,043:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:53:55,406:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.361874 seconds ...[0m
2023-09-17 09:53:55,439:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.47747[0m
2023-09-17 09:53:55,439:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:53:55,439:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:53:57,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.307706 seconds ...[0m
2023-09-17 09:53:57,786:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.41409[0m
2023-09-17 09:53:57,786:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:53:57,786:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:54:00,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.250758 seconds ...[0m
2023-09-17 09:54:00,073:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.36954[0m
2023-09-17 09:54:00,074:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:54:00,074:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:54:02,312:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.237644 seconds ...[0m
2023-09-17 09:54:03,852:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.498837 seconds ...[0m
2023-09-17 09:54:03,853:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0094*** [0m
2023-09-17 09:54:03,866:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.33559[0m
2023-09-17 09:54:03,866:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0032 || HITRATE@5 Avg: 0.0111 || HITRATE@10 Avg: 0.0183 || NDCG@5 Avg: 0.0071 || NDCG@10 Avg: 0.0094[0m
2023-09-17 09:54:03,866:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:54:06,010:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.144243 seconds ...[0m
2023-09-17 09:54:06,049:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.31433[0m
2023-09-17 09:54:06,049:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:54:06,049:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:54:08,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.278342 seconds ...[0m
2023-09-17 09:54:08,366:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.29582[0m
2023-09-17 09:54:08,366:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:54:08,366:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:54:10,618:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.251257 seconds ...[0m
2023-09-17 09:54:10,660:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.27904[0m
2023-09-17 09:54:10,660:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:54:10,660:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:54:12,906:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.245442 seconds ...[0m
2023-09-17 09:54:12,940:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.26509[0m
2023-09-17 09:54:12,940:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:54:12,940:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:54:15,185:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.244859 seconds ...[0m
2023-09-17 09:54:16,698:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.480856 seconds ...[0m
2023-09-17 09:54:16,698:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0120*** [0m
2023-09-17 09:54:16,708:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.25571[0m
2023-09-17 09:54:16,709:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0032 || HITRATE@5 Avg: 0.0134 || HITRATE@10 Avg: 0.0254 || NDCG@5 Avg: 0.0081 || NDCG@10 Avg: 0.0120[0m
2023-09-17 09:54:16,709:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:54:18,877:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.167897 seconds ...[0m
2023-09-17 09:54:18,907:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.24826[0m
2023-09-17 09:54:18,907:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:54:18,907:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:54:21,099:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.191156 seconds ...[0m
2023-09-17 09:54:21,129:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.23923[0m
2023-09-17 09:54:21,129:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:54:21,129:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:54:23,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.194830 seconds ...[0m
2023-09-17 09:54:23,365:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.23164[0m
2023-09-17 09:54:23,365:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:54:23,366:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:54:25,631:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.264904 seconds ...[0m
2023-09-17 09:54:25,661:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.22542[0m
2023-09-17 09:54:25,661:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:54:25,661:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:54:27,876:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.215209 seconds ...[0m
2023-09-17 09:54:29,428:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.521241 seconds ...[0m
2023-09-17 09:54:29,428:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0128*** [0m
2023-09-17 09:54:29,437:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.22007[0m
2023-09-17 09:54:29,437:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0030 || HITRATE@5 Avg: 0.0150 || HITRATE@10 Avg: 0.0267 || NDCG@5 Avg: 0.0091 || NDCG@10 Avg: 0.0128[0m
2023-09-17 09:54:29,437:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:54:31,591:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.153846 seconds ...[0m
2023-09-17 09:54:31,627:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.21800[0m
2023-09-17 09:54:31,627:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:54:31,627:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:54:33,832:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.204836 seconds ...[0m
2023-09-17 09:54:33,862:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.21549[0m
2023-09-17 09:54:33,862:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:54:33,862:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:54:36,127:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.264006 seconds ...[0m
2023-09-17 09:54:36,158:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.20893[0m
2023-09-17 09:54:36,158:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:54:36,158:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:54:38,427:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.267928 seconds ...[0m
2023-09-17 09:54:38,466:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.20518[0m
2023-09-17 09:54:38,466:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:54:38,466:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:54:40,670:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.203017 seconds ...[0m
2023-09-17 09:54:42,288:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.585711 seconds ...[0m
2023-09-17 09:54:42,288:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20073[0m
2023-09-17 09:54:42,288:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0029 || HITRATE@5 Avg: 0.0130 || HITRATE@10 Avg: 0.0245 || NDCG@5 Avg: 0.0078 || NDCG@10 Avg: 0.0115[0m
2023-09-17 09:54:42,288:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:54:44,558:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.269575 seconds ...[0m
2023-09-17 09:54:44,591:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.19748[0m
2023-09-17 09:54:44,591:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:54:44,591:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:54:46,871:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.279624 seconds ...[0m
2023-09-17 09:54:46,903:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.20097[0m
2023-09-17 09:54:46,903:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:54:46,903:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:54:49,182:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.278870 seconds ...[0m
2023-09-17 09:54:49,221:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19818[0m
2023-09-17 09:54:49,221:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:54:49,221:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:54:51,441:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.218778 seconds ...[0m
2023-09-17 09:54:51,478:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19073[0m
2023-09-17 09:54:51,478:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:54:51,478:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:54:53,735:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.257291 seconds ...[0m
2023-09-17 09:54:55,364:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.597245 seconds ...[0m
2023-09-17 09:54:55,364:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.19212[0m
2023-09-17 09:54:55,365:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0148 || HITRATE@10 Avg: 0.0261 || NDCG@5 Avg: 0.0090 || NDCG@10 Avg: 0.0127[0m
2023-09-17 09:54:55,365:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:54:57,540:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.175396 seconds ...[0m
2023-09-17 09:54:57,579:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18901[0m
2023-09-17 09:54:57,579:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:54:57,579:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:54:59,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.305281 seconds ...[0m
2023-09-17 09:54:59,923:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18774[0m
2023-09-17 09:54:59,923:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:54:59,923:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:55:02,139:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.216313 seconds ...[0m
2023-09-17 09:55:02,180:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18617[0m
2023-09-17 09:55:02,180:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:55:02,180:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:55:04,466:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.285664 seconds ...[0m
2023-09-17 09:55:04,517:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.18695[0m
2023-09-17 09:55:04,517:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:55:04,517:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:55:06,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.290584 seconds ...[0m
2023-09-17 09:55:08,426:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.582026 seconds ...[0m
2023-09-17 09:55:08,426:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0130*** [0m
2023-09-17 09:55:08,434:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.18383[0m
2023-09-17 09:55:08,435:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0033 || HITRATE@5 Avg: 0.0151 || HITRATE@10 Avg: 0.0274 || NDCG@5 Avg: 0.0091 || NDCG@10 Avg: 0.0130[0m
2023-09-17 09:55:08,435:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:55:10,652:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.217036 seconds ...[0m
2023-09-17 09:55:10,696:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.17975[0m
2023-09-17 09:55:10,696:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:55:10,697:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:55:12,973:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.276732 seconds ...[0m
2023-09-17 09:55:13,005:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.17880[0m
2023-09-17 09:55:13,005:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:55:13,005:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:55:15,108:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.102710 seconds ...[0m
2023-09-17 09:55:15,149:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.18180[0m
2023-09-17 09:55:15,150:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:55:15,150:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:55:17,384:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.233907 seconds ...[0m
2023-09-17 09:55:17,425:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.17898[0m
2023-09-17 09:55:17,425:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:55:17,425:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:55:19,644:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.219285 seconds ...[0m
2023-09-17 09:55:21,334:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.651982 seconds ...[0m
2023-09-17 09:55:21,335:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0137*** [0m
2023-09-17 09:55:21,345:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.17757[0m
2023-09-17 09:55:21,345:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0029 || HITRATE@5 Avg: 0.0164 || HITRATE@10 Avg: 0.0290 || NDCG@5 Avg: 0.0097 || NDCG@10 Avg: 0.0137[0m
2023-09-17 09:55:21,345:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:55:23,603:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.257594 seconds ...[0m
2023-09-17 09:55:23,641:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.17860[0m
2023-09-17 09:55:23,642:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:55:23,642:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:55:25,921:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.279029 seconds ...[0m
2023-09-17 09:55:25,953:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.17592[0m
2023-09-17 09:55:25,953:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:55:25,953:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:55:28,170:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.216797 seconds ...[0m
2023-09-17 09:55:28,200:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.17637[0m
2023-09-17 09:55:28,200:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:55:28,201:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:55:30,442:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.241655 seconds ...[0m
2023-09-17 09:55:30,485:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.17333[0m
2023-09-17 09:55:30,486:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:55:30,486:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:55:32,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.223634 seconds ...[0m
2023-09-17 09:55:34,344:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.598850 seconds ...[0m
2023-09-17 09:55:34,344:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.17547[0m
2023-09-17 09:55:34,344:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0032 || HITRATE@5 Avg: 0.0160 || HITRATE@10 Avg: 0.0276 || NDCG@5 Avg: 0.0094 || NDCG@10 Avg: 0.0131[0m
2023-09-17 09:55:34,344:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:55:36,632:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.287729 seconds ...[0m
2023-09-17 09:55:36,665:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.17112[0m
2023-09-17 09:55:36,665:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:55:36,665:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:55:38,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.237997 seconds ...[0m
2023-09-17 09:55:38,939:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17123[0m
2023-09-17 09:55:38,939:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:55:38,939:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:55:41,210:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.270784 seconds ...[0m
2023-09-17 09:55:41,244:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17354[0m
2023-09-17 09:55:41,244:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:55:41,244:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:55:43,445:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.200444 seconds ...[0m
2023-09-17 09:55:43,480:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17092[0m
2023-09-17 09:55:43,480:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:55:43,480:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:55:45,589:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.108658 seconds ...[0m
2023-09-17 09:55:47,160:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.533227 seconds ...[0m
2023-09-17 09:55:47,160:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.16883[0m
2023-09-17 09:55:47,161:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0034 || HITRATE@5 Avg: 0.0160 || HITRATE@10 Avg: 0.0282 || NDCG@5 Avg: 0.0097 || NDCG@10 Avg: 0.0136[0m
2023-09-17 09:55:47,161:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:55:49,485:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.324426 seconds ...[0m
2023-09-17 09:55:49,518:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.17168[0m
2023-09-17 09:55:49,518:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:55:49,518:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:55:51,694:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.175714 seconds ...[0m
2023-09-17 09:55:51,724:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.16979[0m
2023-09-17 09:55:51,725:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:55:51,725:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:55:54,015:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.290011 seconds ...[0m
2023-09-17 09:55:54,056:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16839[0m
2023-09-17 09:55:54,056:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:55:54,056:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:55:56,244:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.187892 seconds ...[0m
2023-09-17 09:55:56,275:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16687[0m
2023-09-17 09:55:56,275:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:55:56,275:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:55:58,442:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.166459 seconds ...[0m
2023-09-17 09:56:00,030:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.542522 seconds ...[0m
2023-09-17 09:56:00,030:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0142*** [0m
2023-09-17 09:56:00,039:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16890[0m
2023-09-17 09:56:00,039:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0172 || HITRATE@10 Avg: 0.0291 || NDCG@5 Avg: 0.0104 || NDCG@10 Avg: 0.0142[0m
2023-09-17 09:56:00,039:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:56:02,283:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.244168 seconds ...[0m
2023-09-17 09:56:02,316:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16558[0m
2023-09-17 09:56:02,316:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:56:02,316:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:56:04,542:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.225785 seconds ...[0m
2023-09-17 09:56:04,575:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16806[0m
2023-09-17 09:56:04,575:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:56:04,575:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:56:06,836:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.261261 seconds ...[0m
2023-09-17 09:56:06,866:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16829[0m
2023-09-17 09:56:06,866:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:56:06,866:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:56:09,110:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.243804 seconds ...[0m
2023-09-17 09:56:09,142:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.16348[0m
2023-09-17 09:56:09,142:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:56:09,142:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:56:11,386:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.243067 seconds ...[0m
2023-09-17 09:56:12,971:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.553707 seconds ...[0m
2023-09-17 09:56:12,972:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0145*** [0m
2023-09-17 09:56:12,982:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.16504[0m
2023-09-17 09:56:12,982:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0159 || HITRATE@10 Avg: 0.0310 || NDCG@5 Avg: 0.0096 || NDCG@10 Avg: 0.0145[0m
2023-09-17 09:56:12,982:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:56:15,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.285831 seconds ...[0m
2023-09-17 09:56:15,304:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.16439[0m
2023-09-17 09:56:15,305:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:56:15,305:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:56:17,473:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.168478 seconds ...[0m
2023-09-17 09:56:17,504:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.16475[0m
2023-09-17 09:56:17,504:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:56:17,504:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:56:19,745:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.240269 seconds ...[0m
2023-09-17 09:56:19,778:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.16555[0m
2023-09-17 09:56:19,778:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:56:19,779:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:56:21,973:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.194091 seconds ...[0m
2023-09-17 09:56:22,004:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.16417[0m
2023-09-17 09:56:22,004:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:56:22,004:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:56:24,190:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.185447 seconds ...[0m
2023-09-17 09:56:25,894:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.672622 seconds ...[0m
2023-09-17 09:56:25,895:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0156*** [0m
2023-09-17 09:56:25,905:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.16018[0m
2023-09-17 09:56:25,905:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0044 || HITRATE@5 Avg: 0.0186 || HITRATE@10 Avg: 0.0313 || NDCG@5 Avg: 0.0115 || NDCG@10 Avg: 0.0156[0m
2023-09-17 09:56:25,905:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:56:28,149:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.243932 seconds ...[0m
2023-09-17 09:56:28,182:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.16477[0m
2023-09-17 09:56:28,182:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:56:28,182:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:56:30,447:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.264565 seconds ...[0m
2023-09-17 09:56:30,485:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.16151[0m
2023-09-17 09:56:30,485:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:56:30,485:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:56:32,753:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.267948 seconds ...[0m
2023-09-17 09:56:32,788:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.16290[0m
2023-09-17 09:56:32,788:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:56:32,788:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:56:35,015:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.226269 seconds ...[0m
2023-09-17 09:56:35,058:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.15907[0m
2023-09-17 09:56:35,058:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:56:35,058:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:56:37,338:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.279359 seconds ...[0m
2023-09-17 09:56:38,935:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.562155 seconds ...[0m
2023-09-17 09:56:38,936:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0162*** [0m
2023-09-17 09:56:38,946:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.16151[0m
2023-09-17 09:56:38,946:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0322 || NDCG@5 Avg: 0.0120 || NDCG@10 Avg: 0.0162[0m
2023-09-17 09:56:38,947:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:56:41,236:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.288872 seconds ...[0m
2023-09-17 09:56:41,268:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.16172[0m
2023-09-17 09:56:41,268:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:56:41,268:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:56:43,436:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.166899 seconds ...[0m
2023-09-17 09:56:43,469:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.16108[0m
2023-09-17 09:56:43,469:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:56:43,469:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:56:45,751:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.281947 seconds ...[0m
2023-09-17 09:56:45,788:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.15979[0m
2023-09-17 09:56:45,788:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:56:45,788:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:56:47,978:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.190090 seconds ...[0m
2023-09-17 09:56:48,020:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.16109[0m
2023-09-17 09:56:48,020:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:56:48,020:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:56:50,292:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.271863 seconds ...[0m
2023-09-17 09:56:51,914:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.588610 seconds ...[0m
2023-09-17 09:56:51,915:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.15854[0m
2023-09-17 09:56:51,915:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0161 || HITRATE@10 Avg: 0.0281 || NDCG@5 Avg: 0.0097 || NDCG@10 Avg: 0.0136[0m
2023-09-17 09:56:51,915:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:56:54,100:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.184777 seconds ...[0m
2023-09-17 09:56:54,134:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.15843[0m
2023-09-17 09:56:54,134:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:56:54,134:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:56:56,345:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.210679 seconds ...[0m
2023-09-17 09:56:56,378:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.15378[0m
2023-09-17 09:56:56,378:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:56:56,378:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:56:58,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.282934 seconds ...[0m
2023-09-17 09:56:58,699:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.15647[0m
2023-09-17 09:56:58,699:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:56:58,699:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:57:00,914:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.214828 seconds ...[0m
2023-09-17 09:57:00,947:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.15990[0m
2023-09-17 09:57:00,947:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:57:00,947:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:57:03,088:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.140688 seconds ...[0m
2023-09-17 09:57:04,682:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.560205 seconds ...[0m
2023-09-17 09:57:04,682:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.15507[0m
2023-09-17 09:57:04,682:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0042 || HITRATE@5 Avg: 0.0169 || HITRATE@10 Avg: 0.0288 || NDCG@5 Avg: 0.0105 || NDCG@10 Avg: 0.0144[0m
2023-09-17 09:57:04,682:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:57:07,019:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.336951 seconds ...[0m
2023-09-17 09:57:07,053:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.15884[0m
2023-09-17 09:57:07,053:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:57:07,053:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:57:09,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.233384 seconds ...[0m
2023-09-17 09:57:09,320:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.15896[0m
2023-09-17 09:57:09,320:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:57:09,321:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:57:11,574:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.252642 seconds ...[0m
2023-09-17 09:57:11,610:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.15946[0m
2023-09-17 09:57:11,610:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:57:11,610:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:57:13,818:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.208081 seconds ...[0m
2023-09-17 09:57:13,856:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.15567[0m
2023-09-17 09:57:13,856:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:57:13,856:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:57:16,158:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.302052 seconds ...[0m
2023-09-17 09:57:17,802:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.610858 seconds ...[0m
2023-09-17 09:57:17,802:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0164*** [0m
2023-09-17 09:57:17,813:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.15808[0m
2023-09-17 09:57:17,813:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0319 || NDCG@5 Avg: 0.0123 || NDCG@10 Avg: 0.0164[0m
2023-09-17 09:57:17,814:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:57:20,168:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.354444 seconds ...[0m
2023-09-17 09:57:20,200:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.15692[0m
2023-09-17 09:57:20,201:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:57:20,201:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:57:22,446:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.245050 seconds ...[0m
2023-09-17 09:57:22,485:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.15637[0m
2023-09-17 09:57:22,485:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:57:22,486:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:57:24,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.223937 seconds ...[0m
2023-09-17 09:57:24,743:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.15488[0m
2023-09-17 09:57:24,743:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:57:24,743:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:57:27,008:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.264776 seconds ...[0m
2023-09-17 09:57:27,042:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.15570[0m
2023-09-17 09:57:27,042:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:57:27,042:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:57:29,199:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.156425 seconds ...[0m
2023-09-17 09:57:30,831:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.596860 seconds ...[0m
2023-09-17 09:57:30,831:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0165*** [0m
2023-09-17 09:57:30,840:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.15578[0m
2023-09-17 09:57:30,840:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0202 || HITRATE@10 Avg: 0.0331 || NDCG@5 Avg: 0.0124 || NDCG@10 Avg: 0.0165[0m
2023-09-17 09:57:30,840:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:57:33,019:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.179105 seconds ...[0m
2023-09-17 09:57:33,062:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.15448[0m
2023-09-17 09:57:33,062:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:57:33,062:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:57:35,293:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.230269 seconds ...[0m
2023-09-17 09:57:35,324:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.15538[0m
2023-09-17 09:57:35,324:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:57:35,324:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:57:37,536:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.211684 seconds ...[0m
2023-09-17 09:57:37,569:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.15402[0m
2023-09-17 09:57:37,569:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:57:37,569:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:57:39,756:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.186726 seconds ...[0m
2023-09-17 09:57:39,789:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.15610[0m
2023-09-17 09:57:39,790:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:57:39,790:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:57:41,963:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.173542 seconds ...[0m
2023-09-17 09:57:43,638:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.641230 seconds ...[0m
2023-09-17 09:57:43,639:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.15595[0m
2023-09-17 09:57:43,639:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0176 || HITRATE@10 Avg: 0.0299 || NDCG@5 Avg: 0.0105 || NDCG@10 Avg: 0.0145[0m
2023-09-17 09:57:43,639:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:57:45,920:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.281208 seconds ...[0m
2023-09-17 09:57:45,956:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.15244[0m
2023-09-17 09:57:45,956:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:57:45,956:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:57:48,235:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.278960 seconds ...[0m
2023-09-17 09:57:48,269:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.15285[0m
2023-09-17 09:57:48,269:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:57:48,269:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:57:50,518:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.248814 seconds ...[0m
2023-09-17 09:57:50,553:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.15625[0m
2023-09-17 09:57:50,554:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:57:50,554:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:57:52,820:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.266214 seconds ...[0m
2023-09-17 09:57:52,859:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.15604[0m
2023-09-17 09:57:52,859:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:57:52,859:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:57:55,058:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.198907 seconds ...[0m
2023-09-17 09:57:56,673:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.580475 seconds ...[0m
2023-09-17 09:57:56,673:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0174*** [0m
2023-09-17 09:57:56,682:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.15651[0m
2023-09-17 09:57:56,682:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0206 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0174[0m
2023-09-17 09:57:56,682:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:57:58,895:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.213105 seconds ...[0m
2023-09-17 09:57:58,929:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.15699[0m
2023-09-17 09:57:58,930:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:57:58,930:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:58:01,163:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.232843 seconds ...[0m
2023-09-17 09:58:01,193:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.15191[0m
2023-09-17 09:58:01,193:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:58:01,193:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:58:03,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.258792 seconds ...[0m
2023-09-17 09:58:03,482:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.15235[0m
2023-09-17 09:58:03,483:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:58:03,483:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:58:05,665:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.181851 seconds ...[0m
2023-09-17 09:58:05,698:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.15493[0m
2023-09-17 09:58:05,699:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:58:05,699:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:58:07,910:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.211139 seconds ...[0m
2023-09-17 09:58:09,582:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.631959 seconds ...[0m
2023-09-17 09:58:09,582:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.15137[0m
2023-09-17 09:58:09,582:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0040 || HITRATE@5 Avg: 0.0183 || HITRATE@10 Avg: 0.0316 || NDCG@5 Avg: 0.0111 || NDCG@10 Avg: 0.0154[0m
2023-09-17 09:58:09,582:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:58:11,931:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.348635 seconds ...[0m
2023-09-17 09:58:11,966:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.15176[0m
2023-09-17 09:58:11,966:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:58:11,967:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:58:14,200:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.233689 seconds ...[0m
2023-09-17 09:58:14,233:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.15476[0m
2023-09-17 09:58:14,233:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:58:14,233:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:58:16,418:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.185182 seconds ...[0m
2023-09-17 09:58:16,448:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.15608[0m
2023-09-17 09:58:16,448:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:58:16,448:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:58:18,675:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.226185 seconds ...[0m
2023-09-17 09:58:18,706:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.14917[0m
2023-09-17 09:58:18,707:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:58:18,707:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:58:20,861:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.154490 seconds ...[0m
2023-09-17 09:58:22,562:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.669257 seconds ...[0m
2023-09-17 09:58:22,562:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.15065[0m
2023-09-17 09:58:22,562:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0322 || NDCG@5 Avg: 0.0120 || NDCG@10 Avg: 0.0162[0m
2023-09-17 09:58:22,562:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:58:24,871:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.308532 seconds ...[0m
2023-09-17 09:58:24,902:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.15574[0m
2023-09-17 09:58:24,902:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:58:24,902:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:58:27,103:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.200571 seconds ...[0m
2023-09-17 09:58:27,143:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.15092[0m
2023-09-17 09:58:27,143:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:58:27,143:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:58:29,471:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.328058 seconds ...[0m
2023-09-17 09:58:29,506:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.15170[0m
2023-09-17 09:58:29,506:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:58:29,506:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:58:31,755:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.248499 seconds ...[0m
2023-09-17 09:58:31,788:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.15026[0m
2023-09-17 09:58:31,788:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:58:31,788:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:58:33,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.106296 seconds ...[0m
2023-09-17 09:58:35,503:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.572810 seconds ...[0m
2023-09-17 09:58:35,503:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.15420[0m
2023-09-17 09:58:35,503:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0188 || HITRATE@10 Avg: 0.0328 || NDCG@5 Avg: 0.0116 || NDCG@10 Avg: 0.0160[0m
2023-09-17 09:58:35,503:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:58:37,826:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.322141 seconds ...[0m
2023-09-17 09:58:37,862:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.15473[0m
2023-09-17 09:58:37,862:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:58:37,862:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:58:40,078:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.215678 seconds ...[0m
2023-09-17 09:58:40,122:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.14868[0m
2023-09-17 09:58:40,122:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:58:40,122:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:58:42,398:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.275232 seconds ...[0m
2023-09-17 09:58:42,441:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.15161[0m
2023-09-17 09:58:42,441:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:58:42,441:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:58:44,725:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.283592 seconds ...[0m
2023-09-17 09:58:44,764:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.15296[0m
2023-09-17 09:58:44,764:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:58:44,764:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:58:46,986:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.221226 seconds ...[0m
2023-09-17 09:58:48,664:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.643083 seconds ...[0m
2023-09-17 09:58:48,664:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.15153[0m
2023-09-17 09:58:48,664:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0333 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0172[0m
2023-09-17 09:58:48,664:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:58:50,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.239463 seconds ...[0m
2023-09-17 09:58:50,937:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.15349[0m
2023-09-17 09:58:50,938:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:58:50,938:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:58:53,097:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.159169 seconds ...[0m
2023-09-17 09:58:53,128:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.14937[0m
2023-09-17 09:58:53,128:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:58:53,128:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:58:55,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.274531 seconds ...[0m
2023-09-17 09:58:55,436:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.15087[0m
2023-09-17 09:58:55,437:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:58:55,437:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:58:57,636:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.199440 seconds ...[0m
2023-09-17 09:58:57,668:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.14856[0m
2023-09-17 09:58:57,669:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:58:57,669:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:58:59,886:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.217006 seconds ...[0m
2023-09-17 09:59:01,556:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.634488 seconds ...[0m
2023-09-17 09:59:01,556:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.15274[0m
2023-09-17 09:59:01,556:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0054 || HITRATE@5 Avg: 0.0200 || HITRATE@10 Avg: 0.0314 || NDCG@5 Avg: 0.0126 || NDCG@10 Avg: 0.0163[0m
2023-09-17 09:59:01,557:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:59:03,714:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.157103 seconds ...[0m
2023-09-17 09:59:03,749:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.15152[0m
2023-09-17 09:59:03,750:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:59:03,750:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:59:05,992:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.242137 seconds ...[0m
2023-09-17 09:59:06,027:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.14984[0m
2023-09-17 09:59:06,027:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:59:06,027:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:59:08,294:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.266956 seconds ...[0m
2023-09-17 09:59:08,325:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.14982[0m
2023-09-17 09:59:08,325:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:59:08,325:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:59:10,659:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.333243 seconds ...[0m
2023-09-17 09:59:10,693:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.15074[0m
2023-09-17 09:59:10,693:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:59:10,693:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:59:12,989:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.295835 seconds ...[0m
2023-09-17 09:59:14,632:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.601749 seconds ...[0m
2023-09-17 09:59:14,633:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.14823[0m
2023-09-17 09:59:14,633:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0333 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0165[0m
2023-09-17 09:59:14,633:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:59:16,852:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.219032 seconds ...[0m
2023-09-17 09:59:16,885:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.15052[0m
2023-09-17 09:59:16,885:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:59:16,885:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:59:19,144:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.258888 seconds ...[0m
2023-09-17 09:59:19,180:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.14987[0m
2023-09-17 09:59:19,180:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:59:19,180:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:59:21,434:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.254278 seconds ...[0m
2023-09-17 09:59:21,469:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.15154[0m
2023-09-17 09:59:21,470:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:59:21,470:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:59:23,673:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.203164 seconds ...[0m
2023-09-17 09:59:23,709:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.14838[0m
2023-09-17 09:59:23,709:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:59:23,709:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:59:25,938:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.228211 seconds ...[0m
2023-09-17 09:59:27,779:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.800541 seconds ...[0m
2023-09-17 09:59:27,779:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0180*** [0m
2023-09-17 09:59:27,789:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.14816[0m
2023-09-17 09:59:27,789:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0180[0m
2023-09-17 09:59:27,789:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 09:59:30,055:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.265388 seconds ...[0m
2023-09-17 09:59:30,087:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.14733[0m
2023-09-17 09:59:30,087:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 09:59:30,087:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 09:59:32,325:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.237327 seconds ...[0m
2023-09-17 09:59:32,356:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.14872[0m
2023-09-17 09:59:32,357:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 09:59:32,357:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 09:59:34,731:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.373713 seconds ...[0m
2023-09-17 09:59:34,763:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.14681[0m
2023-09-17 09:59:34,763:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 09:59:34,763:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 09:59:37,056:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.292552 seconds ...[0m
2023-09-17 09:59:37,098:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.14533[0m
2023-09-17 09:59:37,098:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 09:59:37,098:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 09:59:39,220:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.121697 seconds ...[0m
2023-09-17 09:59:40,771:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.517413 seconds ...[0m
2023-09-17 09:59:40,772:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.14727[0m
2023-09-17 09:59:40,772:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0054 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0121 || NDCG@10 Avg: 0.0168[0m
2023-09-17 09:59:40,772:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 09:59:42,877:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.105157 seconds ...[0m
2023-09-17 09:59:42,909:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.14817[0m
2023-09-17 09:59:42,909:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 09:59:42,910:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 09:59:45,156:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.246018 seconds ...[0m
2023-09-17 09:59:45,194:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.14827[0m
2023-09-17 09:59:45,194:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 09:59:45,194:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 09:59:47,461:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.267343 seconds ...[0m
2023-09-17 09:59:47,500:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.14904[0m
2023-09-17 09:59:47,500:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 09:59:47,500:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 09:59:49,770:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.269845 seconds ...[0m
2023-09-17 09:59:49,801:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.15248[0m
2023-09-17 09:59:49,801:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 09:59:49,801:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 09:59:51,890:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.088440 seconds ...[0m
2023-09-17 09:59:53,531:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.603301 seconds ...[0m
2023-09-17 09:59:53,532:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0183*** [0m
2023-09-17 09:59:53,545:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.14713[0m
2023-09-17 09:59:53,545:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0231 || HITRATE@10 Avg: 0.0350 || NDCG@5 Avg: 0.0145 || NDCG@10 Avg: 0.0183[0m
2023-09-17 09:59:53,545:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 09:59:55,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.212385 seconds ...[0m
2023-09-17 09:59:55,790:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.14683[0m
2023-09-17 09:59:55,791:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 09:59:55,791:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 09:59:57,977:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.185866 seconds ...[0m
2023-09-17 09:59:58,014:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.14569[0m
2023-09-17 09:59:58,015:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 09:59:58,015:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 10:00:00,207:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.192580 seconds ...[0m
2023-09-17 10:00:00,238:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.14819[0m
2023-09-17 10:00:00,238:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 10:00:00,238:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 10:00:02,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.214124 seconds ...[0m
2023-09-17 10:00:02,483:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.14859[0m
2023-09-17 10:00:02,483:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 10:00:02,483:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 10:00:04,684:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.201125 seconds ...[0m
2023-09-17 10:00:06,324:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.607668 seconds ...[0m
2023-09-17 10:00:06,324:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.14770[0m
2023-09-17 10:00:06,324:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0353 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0174[0m
2023-09-17 10:00:06,324:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 10:00:08,594:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.269320 seconds ...[0m
2023-09-17 10:00:08,629:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.14970[0m
2023-09-17 10:00:08,629:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 10:00:08,629:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 10:00:10,801:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.172225 seconds ...[0m
2023-09-17 10:00:10,833:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.14654[0m
2023-09-17 10:00:10,833:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 10:00:10,833:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 10:00:13,125:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.291632 seconds ...[0m
2023-09-17 10:00:13,161:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.14911[0m
2023-09-17 10:00:13,161:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 10:00:13,162:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 10:00:15,448:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.285849 seconds ...[0m
2023-09-17 10:00:15,479:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.14914[0m
2023-09-17 10:00:15,479:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 10:00:15,479:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 10:00:17,628:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.149549 seconds ...[0m
2023-09-17 10:00:19,215:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.553077 seconds ...[0m
2023-09-17 10:00:19,215:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.14872[0m
2023-09-17 10:00:19,215:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0195 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0119 || NDCG@10 Avg: 0.0164[0m
2023-09-17 10:00:19,215:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 10:00:21,412:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.196633 seconds ...[0m
2023-09-17 10:00:21,449:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.14800[0m
2023-09-17 10:00:21,450:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 10:00:21,450:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 10:00:23,691:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.240685 seconds ...[0m
2023-09-17 10:00:23,723:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.14653[0m
2023-09-17 10:00:23,723:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 10:00:23,723:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 10:00:26,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.312993 seconds ...[0m
2023-09-17 10:00:26,067:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.14612[0m
2023-09-17 10:00:26,068:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 10:00:26,068:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 10:00:28,300:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.232226 seconds ...[0m
2023-09-17 10:00:28,340:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.14575[0m
2023-09-17 10:00:28,340:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 10:00:28,340:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 10:00:30,549:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.208551 seconds ...[0m
2023-09-17 10:00:32,197:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.612040 seconds ...[0m
2023-09-17 10:00:32,198:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.14569[0m
2023-09-17 10:00:32,198:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0045 || HITRATE@5 Avg: 0.0213 || HITRATE@10 Avg: 0.0338 || NDCG@5 Avg: 0.0129 || NDCG@10 Avg: 0.0170[0m
2023-09-17 10:00:32,199:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 10:00:34,396:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.196573 seconds ...[0m
2023-09-17 10:00:34,432:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.14427[0m
2023-09-17 10:00:34,432:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 10:00:34,432:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 10:00:36,779:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.346512 seconds ...[0m
2023-09-17 10:00:36,823:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.14290[0m
2023-09-17 10:00:36,823:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 10:00:36,823:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 10:00:39,116:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.292125 seconds ...[0m
2023-09-17 10:00:39,162:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.14881[0m
2023-09-17 10:00:39,162:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 10:00:39,162:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 10:00:41,476:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.313507 seconds ...[0m
2023-09-17 10:00:41,525:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.14672[0m
2023-09-17 10:00:41,525:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 10:00:41,526:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 10:00:43,719:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.193059 seconds ...[0m
2023-09-17 10:00:45,259:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.509375 seconds ...[0m
2023-09-17 10:00:45,259:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.14326[0m
2023-09-17 10:00:45,260:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0055 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0347 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0177[0m
2023-09-17 10:00:45,260:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 10:00:47,387:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.127379 seconds ...[0m
2023-09-17 10:00:47,422:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.14692[0m
2023-09-17 10:00:47,422:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 10:00:47,422:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 10:00:49,700:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.277715 seconds ...[0m
2023-09-17 10:00:49,732:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.14667[0m
2023-09-17 10:00:49,732:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 10:00:49,732:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 10:00:51,889:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.157164 seconds ...[0m
2023-09-17 10:00:51,919:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.14422[0m
2023-09-17 10:00:51,920:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 10:00:51,920:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 10:00:54,160:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.240030 seconds ...[0m
2023-09-17 10:00:54,196:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.14834[0m
2023-09-17 10:00:54,196:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 10:00:54,196:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 10:00:56,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.224646 seconds ...[0m
2023-09-17 10:00:57,948:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.492995 seconds ...[0m
2023-09-17 10:00:57,948:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0183*** [0m
2023-09-17 10:00:57,959:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.14529[0m
2023-09-17 10:00:57,959:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0057 || HITRATE@5 Avg: 0.0214 || HITRATE@10 Avg: 0.0360 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:00:57,959:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 10:01:00,128:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.168225 seconds ...[0m
2023-09-17 10:01:00,163:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.14791[0m
2023-09-17 10:01:00,163:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 10:01:00,164:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 10:01:02,390:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.225982 seconds ...[0m
2023-09-17 10:01:02,425:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.14686[0m
2023-09-17 10:01:02,426:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 10:01:02,426:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 10:01:04,624:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.197359 seconds ...[0m
2023-09-17 10:01:04,657:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.14560[0m
2023-09-17 10:01:04,657:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 10:01:04,657:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 10:01:06,932:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.274451 seconds ...[0m
2023-09-17 10:01:06,969:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.14662[0m
2023-09-17 10:01:06,969:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 10:01:06,969:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 10:01:09,241:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.271292 seconds ...[0m
2023-09-17 10:01:10,800:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.528978 seconds ...[0m
2023-09-17 10:01:10,926:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.14541[0m
2023-09-17 10:01:10,926:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0357 || NDCG@5 Avg: 0.0134 || NDCG@10 Avg: 0.0179[0m
2023-09-17 10:01:10,927:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 10:01:13,172:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.245692 seconds ...[0m
2023-09-17 10:01:13,203:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.14612[0m
2023-09-17 10:01:13,203:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 10:01:13,203:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 10:01:15,512:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.308697 seconds ...[0m
2023-09-17 10:01:15,552:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.14749[0m
2023-09-17 10:01:15,552:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 10:01:15,552:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 10:01:17,812:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.259867 seconds ...[0m
2023-09-17 10:01:17,845:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.14393[0m
2023-09-17 10:01:17,845:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 10:01:17,845:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 10:01:20,097:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.251958 seconds ...[0m
2023-09-17 10:01:20,131:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.14174[0m
2023-09-17 10:01:20,131:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 10:01:20,131:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 10:01:22,257:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.125936 seconds ...[0m
2023-09-17 10:01:23,834:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.545712 seconds ...[0m
2023-09-17 10:01:23,834:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.14527[0m
2023-09-17 10:01:23,834:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0054 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0338 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0174[0m
2023-09-17 10:01:23,835:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 10:01:26,073:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.237792 seconds ...[0m
2023-09-17 10:01:26,104:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.14735[0m
2023-09-17 10:01:26,104:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 10:01:26,105:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 10:01:28,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.223488 seconds ...[0m
2023-09-17 10:01:28,366:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.14586[0m
2023-09-17 10:01:28,367:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 10:01:28,367:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 10:01:30,754:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.386830 seconds ...[0m
2023-09-17 10:01:30,793:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.14479[0m
2023-09-17 10:01:30,793:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 10:01:30,793:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 10:01:33,102:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.308887 seconds ...[0m
2023-09-17 10:01:33,136:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.14211[0m
2023-09-17 10:01:33,136:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 10:01:33,137:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 10:01:35,317:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.180744 seconds ...[0m
2023-09-17 10:01:36,960:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.612709 seconds ...[0m
2023-09-17 10:01:36,961:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.14497[0m
2023-09-17 10:01:36,961:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0201 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0130 || NDCG@10 Avg: 0.0174[0m
2023-09-17 10:01:36,961:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 10:01:39,208:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.246795 seconds ...[0m
2023-09-17 10:01:39,245:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.14423[0m
2023-09-17 10:01:39,245:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 10:01:39,245:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 10:01:41,467:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.221633 seconds ...[0m
2023-09-17 10:01:41,501:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.14400[0m
2023-09-17 10:01:41,501:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 10:01:41,501:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 10:01:43,793:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.291014 seconds ...[0m
2023-09-17 10:01:43,832:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.14683[0m
2023-09-17 10:01:43,832:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 10:01:43,833:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 10:01:46,166:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.333023 seconds ...[0m
2023-09-17 10:01:46,197:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.14490[0m
2023-09-17 10:01:46,197:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 10:01:46,197:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 10:01:48,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.163688 seconds ...[0m
2023-09-17 10:01:50,095:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.701027 seconds ...[0m
2023-09-17 10:01:50,095:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.14605[0m
2023-09-17 10:01:50,095:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0222 || HITRATE@10 Avg: 0.0366 || NDCG@5 Avg: 0.0134 || NDCG@10 Avg: 0.0181[0m
2023-09-17 10:01:50,096:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 10:01:52,365:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.269268 seconds ...[0m
2023-09-17 10:01:52,398:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.14430[0m
2023-09-17 10:01:52,398:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 10:01:52,398:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 10:01:54,563:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.163856 seconds ...[0m
2023-09-17 10:01:54,606:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.14421[0m
2023-09-17 10:01:54,606:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 10:01:54,606:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 10:01:56,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.201414 seconds ...[0m
2023-09-17 10:01:56,840:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.14486[0m
2023-09-17 10:01:56,840:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 10:01:56,840:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 10:01:59,019:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.178617 seconds ...[0m
2023-09-17 10:01:59,050:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.14598[0m
2023-09-17 10:01:59,050:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 10:01:59,050:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 10:02:01,249:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.199182 seconds ...[0m
2023-09-17 10:02:03,044:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.764412 seconds ...[0m
2023-09-17 10:02:03,045:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.14595[0m
2023-09-17 10:02:03,045:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0204 || HITRATE@10 Avg: 0.0346 || NDCG@5 Avg: 0.0130 || NDCG@10 Avg: 0.0175[0m
2023-09-17 10:02:03,045:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 10:02:05,342:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.296993 seconds ...[0m
2023-09-17 10:02:05,390:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.14456[0m
2023-09-17 10:02:05,390:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 10:02:05,390:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 10:02:07,542:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.151984 seconds ...[0m
2023-09-17 10:02:07,586:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.14565[0m
2023-09-17 10:02:07,586:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 10:02:07,586:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 10:02:09,784:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.197722 seconds ...[0m
2023-09-17 10:02:09,814:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.14453[0m
2023-09-17 10:02:09,815:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 10:02:09,815:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 10:02:12,015:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.200655 seconds ...[0m
2023-09-17 10:02:12,059:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.14617[0m
2023-09-17 10:02:12,059:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 10:02:12,059:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 10:02:14,271:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.211721 seconds ...[0m
2023-09-17 10:02:15,836:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.533605 seconds ...[0m
2023-09-17 10:02:15,836:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0184*** [0m
2023-09-17 10:02:15,845:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.14309[0m
2023-09-17 10:02:15,845:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0055 || HITRATE@5 Avg: 0.0229 || HITRATE@10 Avg: 0.0358 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0184[0m
2023-09-17 10:02:15,846:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 10:02:18,014:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.167928 seconds ...[0m
2023-09-17 10:02:18,048:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.14485[0m
2023-09-17 10:02:18,048:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 10:02:18,048:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 10:02:20,284:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.236017 seconds ...[0m
2023-09-17 10:02:20,328:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.14478[0m
2023-09-17 10:02:20,329:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 10:02:20,329:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 10:02:22,597:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.268307 seconds ...[0m
2023-09-17 10:02:22,630:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.14560[0m
2023-09-17 10:02:22,630:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 10:02:22,630:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 10:02:24,846:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.215907 seconds ...[0m
2023-09-17 10:02:24,880:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.14420[0m
2023-09-17 10:02:24,880:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 10:02:24,880:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 10:02:27,061:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.180820 seconds ...[0m
2023-09-17 10:02:28,637:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.545627 seconds ...[0m
2023-09-17 10:02:28,637:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0187*** [0m
2023-09-17 10:02:28,646:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.14010[0m
2023-09-17 10:02:28,647:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0236 || HITRATE@10 Avg: 0.0368 || NDCG@5 Avg: 0.0145 || NDCG@10 Avg: 0.0187[0m
2023-09-17 10:02:28,647:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 10:02:31,027:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.380322 seconds ...[0m
2023-09-17 10:02:31,071:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.14530[0m
2023-09-17 10:02:31,071:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 10:02:31,071:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 10:02:33,349:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.277059 seconds ...[0m
2023-09-17 10:02:33,382:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.14459[0m
2023-09-17 10:02:33,382:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 10:02:33,382:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 10:02:35,551:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.168285 seconds ...[0m
2023-09-17 10:02:35,582:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.14452[0m
2023-09-17 10:02:35,582:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 10:02:35,582:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 10:02:37,704:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.121438 seconds ...[0m
2023-09-17 10:02:37,737:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.14342[0m
2023-09-17 10:02:37,737:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 10:02:37,738:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 10:02:39,987:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.249336 seconds ...[0m
2023-09-17 10:02:41,628:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.604717 seconds ...[0m
2023-09-17 10:02:41,628:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.14423[0m
2023-09-17 10:02:41,628:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0055 || HITRATE@5 Avg: 0.0227 || HITRATE@10 Avg: 0.0358 || NDCG@5 Avg: 0.0142 || NDCG@10 Avg: 0.0184[0m
2023-09-17 10:02:41,629:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 10:02:43,934:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.304527 seconds ...[0m
2023-09-17 10:02:43,967:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.14507[0m
2023-09-17 10:02:43,967:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 10:02:43,967:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 10:02:46,160:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.193179 seconds ...[0m
2023-09-17 10:02:46,191:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.14422[0m
2023-09-17 10:02:46,191:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 10:02:46,191:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 10:02:48,449:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.257527 seconds ...[0m
2023-09-17 10:02:48,484:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.14581[0m
2023-09-17 10:02:48,484:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 10:02:48,484:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 10:02:50,647:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.162425 seconds ...[0m
2023-09-17 10:02:50,679:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.14136[0m
2023-09-17 10:02:50,680:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 10:02:50,680:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 10:02:52,794:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.113870 seconds ...[0m
2023-09-17 10:02:54,378:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.547896 seconds ...[0m
2023-09-17 10:02:54,378:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0188*** [0m
2023-09-17 10:02:54,389:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.14057[0m
2023-09-17 10:02:54,389:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0357 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0188[0m
2023-09-17 10:02:54,389:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 10:02:56,742:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.352787 seconds ...[0m
2023-09-17 10:02:56,777:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.14301[0m
2023-09-17 10:02:56,777:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 10:02:56,777:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 10:02:59,136:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.358604 seconds ...[0m
2023-09-17 10:02:59,173:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.14112[0m
2023-09-17 10:02:59,174:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 10:02:59,174:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 10:03:01,364:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.190589 seconds ...[0m
2023-09-17 10:03:01,395:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.14406[0m
2023-09-17 10:03:01,395:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 10:03:01,395:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 10:03:03,498:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.102623 seconds ...[0m
2023-09-17 10:03:03,533:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.14452[0m
2023-09-17 10:03:03,533:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 10:03:03,533:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 10:03:05,729:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.195837 seconds ...[0m
2023-09-17 10:03:07,361:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.598142 seconds ...[0m
2023-09-17 10:03:07,362:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0192*** [0m
2023-09-17 10:03:07,373:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.14398[0m
2023-09-17 10:03:07,374:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0192[0m
2023-09-17 10:03:07,374:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 10:03:09,601:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.227160 seconds ...[0m
2023-09-17 10:03:09,634:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.14408[0m
2023-09-17 10:03:09,634:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 10:03:09,634:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 10:03:11,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.174219 seconds ...[0m
2023-09-17 10:03:11,844:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.13989[0m
2023-09-17 10:03:11,844:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 10:03:11,845:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 10:03:14,135:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.290076 seconds ...[0m
2023-09-17 10:03:14,168:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.14218[0m
2023-09-17 10:03:14,168:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 10:03:14,168:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 10:03:16,478:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.309129 seconds ...[0m
2023-09-17 10:03:16,509:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.14355[0m
2023-09-17 10:03:16,510:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 10:03:16,510:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 10:03:18,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.298645 seconds ...[0m
2023-09-17 10:03:20,382:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.541608 seconds ...[0m
2023-09-17 10:03:20,383:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.14433[0m
2023-09-17 10:03:20,383:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0326 || NDCG@5 Avg: 0.0120 || NDCG@10 Avg: 0.0163[0m
2023-09-17 10:03:20,383:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 10:03:22,616:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.233309 seconds ...[0m
2023-09-17 10:03:22,648:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.14456[0m
2023-09-17 10:03:22,648:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 10:03:22,648:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 10:03:24,893:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.244434 seconds ...[0m
2023-09-17 10:03:24,925:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.14545[0m
2023-09-17 10:03:24,925:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 10:03:24,925:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 10:03:27,184:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.258694 seconds ...[0m
2023-09-17 10:03:27,215:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.14202[0m
2023-09-17 10:03:27,215:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 10:03:27,215:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 10:03:29,443:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.227584 seconds ...[0m
2023-09-17 10:03:29,478:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.14525[0m
2023-09-17 10:03:29,478:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 10:03:29,478:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 10:03:31,795:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.317093 seconds ...[0m
2023-09-17 10:03:33,455:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.616144 seconds ...[0m
2023-09-17 10:03:33,455:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.14086[0m
2023-09-17 10:03:33,455:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0065 || HITRATE@5 Avg: 0.0227 || HITRATE@10 Avg: 0.0372 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0191[0m
2023-09-17 10:03:33,455:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 10:03:35,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.243052 seconds ...[0m
2023-09-17 10:03:35,744:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.14136[0m
2023-09-17 10:03:35,745:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 10:03:35,745:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 10:03:38,029:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.283613 seconds ...[0m
2023-09-17 10:03:38,070:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.14342[0m
2023-09-17 10:03:38,071:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 10:03:38,071:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 10:03:40,283:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.211882 seconds ...[0m
2023-09-17 10:03:40,317:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.14280[0m
2023-09-17 10:03:40,317:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 10:03:40,317:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 10:03:42,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.140486 seconds ...[0m
2023-09-17 10:03:42,489:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.14167[0m
2023-09-17 10:03:42,489:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 10:03:42,489:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 10:03:44,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.209343 seconds ...[0m
2023-09-17 10:03:46,321:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.589520 seconds ...[0m
2023-09-17 10:03:46,321:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.14490[0m
2023-09-17 10:03:46,321:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0370 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0182[0m
2023-09-17 10:03:46,321:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 10:03:48,475:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.153712 seconds ...[0m
2023-09-17 10:03:48,507:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.14283[0m
2023-09-17 10:03:48,507:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 10:03:48,507:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 10:03:50,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.249670 seconds ...[0m
2023-09-17 10:03:50,787:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.14485[0m
2023-09-17 10:03:50,787:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 10:03:50,787:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 10:03:53,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.213797 seconds ...[0m
2023-09-17 10:03:53,032:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.14192[0m
2023-09-17 10:03:53,033:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 10:03:53,033:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 10:03:55,315:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.281881 seconds ...[0m
2023-09-17 10:03:55,360:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.14148[0m
2023-09-17 10:03:55,360:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 10:03:55,360:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 10:03:57,502:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.141961 seconds ...[0m
2023-09-17 10:03:59,142:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.608382 seconds ...[0m
2023-09-17 10:03:59,142:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0197*** [0m
2023-09-17 10:03:59,151:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.13992[0m
2023-09-17 10:03:59,151:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0231 || HITRATE@10 Avg: 0.0391 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0197[0m
2023-09-17 10:03:59,151:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 10:04:01,386:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.234698 seconds ...[0m
2023-09-17 10:04:01,425:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.14193[0m
2023-09-17 10:04:01,425:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 10:04:01,425:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 10:04:03,683:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.257809 seconds ...[0m
2023-09-17 10:04:03,715:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.14241[0m
2023-09-17 10:04:03,716:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 10:04:03,716:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 10:04:05,973:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.256740 seconds ...[0m
2023-09-17 10:04:06,005:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.14291[0m
2023-09-17 10:04:06,005:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 10:04:06,005:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 10:04:08,272:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.266794 seconds ...[0m
2023-09-17 10:04:08,307:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.14251[0m
2023-09-17 10:04:08,307:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 10:04:08,307:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 10:04:10,565:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.258206 seconds ...[0m
2023-09-17 10:04:12,187:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.590469 seconds ...[0m
2023-09-17 10:04:12,188:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.14269[0m
2023-09-17 10:04:12,188:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0191[0m
2023-09-17 10:04:12,188:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 10:04:14,531:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.343083 seconds ...[0m
2023-09-17 10:04:14,564:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.14094[0m
2023-09-17 10:04:14,564:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 10:04:14,564:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 10:04:16,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.233259 seconds ...[0m
2023-09-17 10:04:16,829:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.14390[0m
2023-09-17 10:04:16,829:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 10:04:16,830:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 10:04:18,972:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.142170 seconds ...[0m
2023-09-17 10:04:19,003:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.14352[0m
2023-09-17 10:04:19,003:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 10:04:19,004:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 10:04:21,214:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.210533 seconds ...[0m
2023-09-17 10:04:21,247:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.13957[0m
2023-09-17 10:04:21,247:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 10:04:21,247:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 10:04:23,556:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.308477 seconds ...[0m
2023-09-17 10:04:25,103:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.516329 seconds ...[0m
2023-09-17 10:04:25,104:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0204*** [0m
2023-09-17 10:04:25,117:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.13989[0m
2023-09-17 10:04:25,117:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0236 || HITRATE@10 Avg: 0.0384 || NDCG@5 Avg: 0.0156 || NDCG@10 Avg: 0.0204[0m
2023-09-17 10:04:25,117:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 10:04:27,197:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.079551 seconds ...[0m
2023-09-17 10:04:27,230:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.14156[0m
2023-09-17 10:04:27,230:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 10:04:27,230:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 10:04:29,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.190617 seconds ...[0m
2023-09-17 10:04:29,459:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.14314[0m
2023-09-17 10:04:29,459:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 10:04:29,459:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 10:04:31,609:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.149592 seconds ...[0m
2023-09-17 10:04:31,648:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.14063[0m
2023-09-17 10:04:31,649:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 10:04:31,649:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 10:04:33,861:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.212652 seconds ...[0m
2023-09-17 10:04:33,892:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.13979[0m
2023-09-17 10:04:33,892:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 10:04:33,892:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 10:04:36,280:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.387475 seconds ...[0m
2023-09-17 10:04:37,925:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.604876 seconds ...[0m
2023-09-17 10:04:37,925:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0211*** [0m
2023-09-17 10:04:37,934:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.13954[0m
2023-09-17 10:04:37,934:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0251 || HITRATE@10 Avg: 0.0391 || NDCG@5 Avg: 0.0165 || NDCG@10 Avg: 0.0211[0m
2023-09-17 10:04:37,934:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 10:04:40,270:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.335984 seconds ...[0m
2023-09-17 10:04:40,302:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.14397[0m
2023-09-17 10:04:40,302:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 10:04:40,302:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 10:04:42,486:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.183515 seconds ...[0m
2023-09-17 10:04:42,519:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.14046[0m
2023-09-17 10:04:42,519:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 10:04:42,519:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 10:04:44,660:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.140646 seconds ...[0m
2023-09-17 10:04:44,692:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.14259[0m
2023-09-17 10:04:44,692:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 10:04:44,692:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 10:04:46,839:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.145984 seconds ...[0m
2023-09-17 10:04:46,869:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.14069[0m
2023-09-17 10:04:46,869:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 10:04:46,869:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 10:04:49,036:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.166868 seconds ...[0m
2023-09-17 10:04:50,684:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.613678 seconds ...[0m
2023-09-17 10:04:50,684:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.14395[0m
2023-09-17 10:04:50,684:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0376 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0198[0m
2023-09-17 10:04:50,684:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 10:04:52,902:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.217667 seconds ...[0m
2023-09-17 10:04:52,937:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.14167[0m
2023-09-17 10:04:52,937:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 10:04:52,937:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 10:04:55,164:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.226048 seconds ...[0m
2023-09-17 10:04:55,196:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.14257[0m
2023-09-17 10:04:55,196:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 10:04:55,196:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 10:04:57,395:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.198712 seconds ...[0m
2023-09-17 10:04:57,426:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.14140[0m
2023-09-17 10:04:57,426:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 10:04:57,427:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 10:04:59,590:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.162918 seconds ...[0m
2023-09-17 10:04:59,629:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.13973[0m
2023-09-17 10:04:59,629:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 10:04:59,629:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 10:05:01,837:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.207740 seconds ...[0m
2023-09-17 10:05:03,482:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.614538 seconds ...[0m
2023-09-17 10:05:03,483:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.14097[0m
2023-09-17 10:05:03,483:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0251 || HITRATE@10 Avg: 0.0380 || NDCG@5 Avg: 0.0156 || NDCG@10 Avg: 0.0198[0m
2023-09-17 10:05:03,483:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 10:05:05,723:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.239649 seconds ...[0m
2023-09-17 10:05:05,759:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.14227[0m
2023-09-17 10:05:05,759:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 10:05:05,759:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 10:05:08,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.283193 seconds ...[0m
2023-09-17 10:05:08,080:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.14076[0m
2023-09-17 10:05:08,080:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 10:05:08,080:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 10:05:10,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.244068 seconds ...[0m
2023-09-17 10:05:10,364:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.14145[0m
2023-09-17 10:05:10,364:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 10:05:10,364:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 10:05:12,524:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.159256 seconds ...[0m
2023-09-17 10:05:12,562:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.14094[0m
2023-09-17 10:05:12,562:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 10:05:12,562:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 10:05:14,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.185170 seconds ...[0m
2023-09-17 10:05:16,323:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.542143 seconds ...[0m
2023-09-17 10:05:16,323:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.14044[0m
2023-09-17 10:05:16,324:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0230 || HITRATE@10 Avg: 0.0362 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0192[0m
2023-09-17 10:05:16,324:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 10:05:18,643:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.318752 seconds ...[0m
2023-09-17 10:05:18,673:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.14047[0m
2023-09-17 10:05:18,674:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 10:05:18,674:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 10:05:20,850:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.175888 seconds ...[0m
2023-09-17 10:05:20,880:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.14304[0m
2023-09-17 10:05:20,880:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 10:05:20,881:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 10:05:23,140:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.259367 seconds ...[0m
2023-09-17 10:05:23,180:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.14339[0m
2023-09-17 10:05:23,180:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 10:05:23,180:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 10:05:25,308:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.127147 seconds ...[0m
2023-09-17 10:05:25,342:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.14123[0m
2023-09-17 10:05:25,342:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 10:05:25,343:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 10:05:27,573:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.230741 seconds ...[0m
2023-09-17 10:05:29,218:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.614911 seconds ...[0m
2023-09-17 10:05:29,219:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.14316[0m
2023-09-17 10:05:29,219:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0367 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0189[0m
2023-09-17 10:05:29,219:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 10:05:31,394:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.174952 seconds ...[0m
2023-09-17 10:05:31,425:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.14194[0m
2023-09-17 10:05:31,425:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 10:05:31,425:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 10:05:33,664:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.238783 seconds ...[0m
2023-09-17 10:05:33,698:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.14113[0m
2023-09-17 10:05:33,698:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 10:05:33,698:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 10:05:35,926:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.227703 seconds ...[0m
2023-09-17 10:05:35,959:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.13993[0m
2023-09-17 10:05:35,959:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 10:05:35,959:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 10:05:38,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.368631 seconds ...[0m
2023-09-17 10:05:38,361:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.13932[0m
2023-09-17 10:05:38,361:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 10:05:38,361:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 10:05:40,620:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.258400 seconds ...[0m
2023-09-17 10:05:42,213:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.562338 seconds ...[0m
2023-09-17 10:05:42,214:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.14055[0m
2023-09-17 10:05:42,214:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0370 || NDCG@5 Avg: 0.0151 || NDCG@10 Avg: 0.0193[0m
2023-09-17 10:05:42,214:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 10:05:44,433:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.218829 seconds ...[0m
2023-09-17 10:05:44,477:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.14127[0m
2023-09-17 10:05:44,477:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 10:05:44,477:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 10:05:46,789:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.311251 seconds ...[0m
2023-09-17 10:05:46,828:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.13936[0m
2023-09-17 10:05:46,828:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 10:05:46,828:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 10:05:49,006:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.177723 seconds ...[0m
2023-09-17 10:05:49,047:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.13837[0m
2023-09-17 10:05:49,047:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 10:05:49,047:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 10:05:51,294:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.246630 seconds ...[0m
2023-09-17 10:05:51,327:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.13842[0m
2023-09-17 10:05:51,327:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 10:05:51,327:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 10:05:53,643:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.316123 seconds ...[0m
2023-09-17 10:05:55,240:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.566296 seconds ...[0m
2023-09-17 10:05:55,241:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.14327[0m
2023-09-17 10:05:55,241:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0152 || NDCG@10 Avg: 0.0196[0m
2023-09-17 10:05:55,241:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 10:05:57,415:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.174423 seconds ...[0m
2023-09-17 10:05:57,455:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.13764[0m
2023-09-17 10:05:57,455:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 10:05:57,455:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 10:05:59,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.254265 seconds ...[0m
2023-09-17 10:05:59,742:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.14000[0m
2023-09-17 10:05:59,742:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 10:05:59,743:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 10:06:01,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.244862 seconds ...[0m
2023-09-17 10:06:02,018:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.14257[0m
2023-09-17 10:06:02,018:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 10:06:02,018:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 10:06:04,213:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.195036 seconds ...[0m
2023-09-17 10:06:04,246:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.14012[0m
2023-09-17 10:06:04,246:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 10:06:04,246:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 10:06:06,465:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.218590 seconds ...[0m
2023-09-17 10:06:08,133:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.637033 seconds ...[0m
2023-09-17 10:06:08,133:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.13905[0m
2023-09-17 10:06:08,133:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0383 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0198[0m
2023-09-17 10:06:08,133:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 10:06:10,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.335426 seconds ...[0m
2023-09-17 10:06:10,500:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.14004[0m
2023-09-17 10:06:10,500:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 10:06:10,500:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 10:06:12,727:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.226967 seconds ...[0m
2023-09-17 10:06:12,757:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.14073[0m
2023-09-17 10:06:12,758:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 10:06:12,758:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 10:06:14,970:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.212161 seconds ...[0m
2023-09-17 10:06:15,004:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.14007[0m
2023-09-17 10:06:15,005:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 10:06:15,005:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 10:06:17,207:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.202619 seconds ...[0m
2023-09-17 10:06:17,245:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.14052[0m
2023-09-17 10:06:17,245:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 10:06:17,245:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 10:06:19,496:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.250200 seconds ...[0m
2023-09-17 10:06:21,137:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.611427 seconds ...[0m
2023-09-17 10:06:21,138:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.14040[0m
2023-09-17 10:06:21,138:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0224 || HITRATE@10 Avg: 0.0363 || NDCG@5 Avg: 0.0134 || NDCG@10 Avg: 0.0178[0m
2023-09-17 10:06:21,138:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 10:06:23,321:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.182991 seconds ...[0m
2023-09-17 10:06:23,359:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.14063[0m
2023-09-17 10:06:23,359:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 10:06:23,359:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 10:06:25,457:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.097522 seconds ...[0m
2023-09-17 10:06:25,493:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.13892[0m
2023-09-17 10:06:25,493:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 10:06:25,494:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 10:06:27,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.168670 seconds ...[0m
2023-09-17 10:06:27,693:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.14153[0m
2023-09-17 10:06:27,693:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 10:06:27,694:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 10:06:29,835:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.141113 seconds ...[0m
2023-09-17 10:06:29,868:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.13865[0m
2023-09-17 10:06:29,868:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 10:06:29,869:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 10:06:32,090:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.220921 seconds ...[0m
2023-09-17 10:06:33,727:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.596087 seconds ...[0m
2023-09-17 10:06:33,728:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.13959[0m
2023-09-17 10:06:33,728:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0064 || HITRATE@5 Avg: 0.0248 || HITRATE@10 Avg: 0.0391 || NDCG@5 Avg: 0.0155 || NDCG@10 Avg: 0.0201[0m
2023-09-17 10:06:33,728:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 10:06:35,847:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.118602 seconds ...[0m
2023-09-17 10:06:35,883:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.14187[0m
2023-09-17 10:06:35,883:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 10:06:35,883:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 10:06:38,000:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.116771 seconds ...[0m
2023-09-17 10:06:38,034:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.13999[0m
2023-09-17 10:06:38,034:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 10:06:38,034:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 10:06:40,118:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.083807 seconds ...[0m
2023-09-17 10:06:40,148:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.13741[0m
2023-09-17 10:06:40,148:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 10:06:40,148:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 10:06:42,204:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.056052 seconds ...[0m
2023-09-17 10:06:42,237:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.13960[0m
2023-09-17 10:06:42,237:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 10:06:42,237:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 10:06:44,271:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.033791 seconds ...[0m
2023-09-17 10:06:45,724:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.441162 seconds ...[0m
2023-09-17 10:06:47,215:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.489904 seconds ...[0m
2023-09-17 10:06:47,215:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.14120[0m
2023-09-17 10:06:47,215:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0231 || HITRATE@10 Avg: 0.0359 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0188[0m
2023-09-17 10:06:47,215:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0200 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0173[0m
2023-09-17 10:06:48,862:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.137411     297
1   valid   HITRATE@1  0.007934     250
2   valid   HITRATE@5  0.025063     260
3   valid  HITRATE@10  0.039127     235
4   valid      NDCG@5  0.016504     250
5   valid     NDCG@10  0.021062     250
6    test   HITRATE@1  0.006070       0
7    test   HITRATE@5  0.019954       0
8    test  HITRATE@10  0.033718       0
9    test      NDCG@5  0.012829       0
10   test     NDCG@10  0.017273       0[0m
2023-09-17 10:06:48,862:	[1;35m[LoG_PaTH] >>> ./logs/Tools-5/AmazonTools_550_Chron/1-0917095341[0m
2023-09-17 10:06:48,948:	[1;35m[Wall TIME] >>> Coach.summary takes 1.732348 seconds ...[0m
2023-09-17 10:06:48,948:	[1;35m[Coach] >>> Load best model @Epoch 250  [0m
2023-09-17 10:06:50,556:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.604155 seconds ...[0m
2023-09-17 10:06:52,189:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.631941 seconds ...[0m
2023-09-17 10:06:52,189:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>> [0m
2023-09-17 10:06:52,189:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0251 || HITRATE@10 Avg: 0.0391 || NDCG@5 Avg: 0.0165 || NDCG@10 Avg: 0.0211[0m
2023-09-17 10:06:52,189:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0213 || HITRATE@10 Avg: 0.0331 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0175[0m
2023-09-17 10:06:52,195:	[1;35m[Wall TIME] >>> Coach.fit takes 782.873309 seconds ...[0m
