2023-09-17 09:12:45,843:	========================================================================
2023-09-17 09:12:45,843:	========================================================================
2023-09-17 09:12:45,843:	========================================================================
2023-09-17 09:12:45,843:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:12:45,844:	[1;35m[Seed] >>> Set seed: 1[0m
2023-09-17 09:12:45,844:	[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: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 1] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917091242] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.4] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/1] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/1-0917091242] 
[0m
2023-09-17 09:12:45,845:	[1;35m[Wall TIME] >>> Parser.compile takes 0.006472 seconds ...[0m
2023-09-17 09:12:45,857:	[1;35m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.Sparse,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:12:46,023:	[1;35m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:12:46,023:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.178087 seconds ...[0m
2023-09-17 09:12:46,226:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.074956 seconds ...[0m
2023-09-17 09:12:46,395:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.169284 seconds ...[0m
2023-09-17 09:12:46,486:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.089705 seconds ...[0m
2023-09-17 09:12:50,327:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:12:50,327:	[1;35m[Wall TIME] >>> Coach.compile takes 0.001212 seconds ...[0m
2023-09-17 09:12:52,365:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.012331 seconds ...[0m
2023-09-17 09:12:52,365:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0008*** [0m
2023-09-17 09:12:52,373:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:12:52,373:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0004 || HITRATE@5 Avg: 0.0008 || HITRATE@10 Avg: 0.0013 || NDCG@5 Avg: 0.0006 || NDCG@10 Avg: 0.0008[0m
2023-09-17 09:12:52,374:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:12:55,426:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.052086 seconds ...[0m
2023-09-17 09:12:55,463:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.59228[0m
2023-09-17 09:12:55,463:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:12:55,463:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:12:58,437:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.973825 seconds ...[0m
2023-09-17 09:12:58,474:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.50242[0m
2023-09-17 09:12:58,474:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:12:58,474:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:13:01,405:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.930432 seconds ...[0m
2023-09-17 09:13:01,443:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.46158[0m
2023-09-17 09:13:01,443:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:13:01,443:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:13:04,423:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.979389 seconds ...[0m
2023-09-17 09:13:04,471:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.42091[0m
2023-09-17 09:13:04,471:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:13:04,471:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:13:07,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.986048 seconds ...[0m
2023-09-17 09:13:09,531:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.036359 seconds ...[0m
2023-09-17 09:13:09,531:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0079*** [0m
2023-09-17 09:13:09,542:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.38202[0m
2023-09-17 09:13:09,542:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0025 || HITRATE@5 Avg: 0.0096 || HITRATE@10 Avg: 0.0156 || NDCG@5 Avg: 0.0060 || NDCG@10 Avg: 0.0079[0m
2023-09-17 09:13:09,542:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:13:12,446:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.903681 seconds ...[0m
2023-09-17 09:13:12,495:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.35326[0m
2023-09-17 09:13:12,495:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:13:12,495:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:13:15,540:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044763 seconds ...[0m
2023-09-17 09:13:15,580:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.32852[0m
2023-09-17 09:13:15,581:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:13:15,581:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:13:18,540:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.959530 seconds ...[0m
2023-09-17 09:13:18,583:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.31428[0m
2023-09-17 09:13:18,583:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:13:18,583:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:13:21,595:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.011154 seconds ...[0m
2023-09-17 09:13:21,632:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.30070[0m
2023-09-17 09:13:21,632:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:13:21,632:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:13:24,570:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.937187 seconds ...[0m
2023-09-17 09:13:26,900:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.287102 seconds ...[0m
2023-09-17 09:13:26,901:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0113*** [0m
2023-09-17 09:13:26,915:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.28680[0m
2023-09-17 09:13:26,915:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0036 || HITRATE@5 Avg: 0.0127 || HITRATE@10 Avg: 0.0232 || NDCG@5 Avg: 0.0079 || NDCG@10 Avg: 0.0113[0m
2023-09-17 09:13:26,916:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:13:29,888:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.972581 seconds ...[0m
2023-09-17 09:13:29,925:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.27659[0m
2023-09-17 09:13:29,925:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:13:29,925:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:13:33,022:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.097082 seconds ...[0m
2023-09-17 09:13:33,064:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.26471[0m
2023-09-17 09:13:33,065:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:13:33,065:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:13:36,123:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.058530 seconds ...[0m
2023-09-17 09:13:36,160:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.25607[0m
2023-09-17 09:13:36,160:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:13:36,160:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:13:39,282:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.121988 seconds ...[0m
2023-09-17 09:13:39,321:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.24696[0m
2023-09-17 09:13:39,321:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:13:39,321:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:13:42,319:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.997880 seconds ...[0m
2023-09-17 09:13:44,529:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.166363 seconds ...[0m
2023-09-17 09:13:44,529:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0135*** [0m
2023-09-17 09:13:44,540:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.24014[0m
2023-09-17 09:13:44,540:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0160 || HITRATE@10 Avg: 0.0270 || NDCG@5 Avg: 0.0099 || NDCG@10 Avg: 0.0135[0m
2023-09-17 09:13:44,540:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:13:47,456:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.915648 seconds ...[0m
2023-09-17 09:13:47,492:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.23254[0m
2023-09-17 09:13:47,493:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:13:47,493:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:13:50,526:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.032681 seconds ...[0m
2023-09-17 09:13:50,564:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.22726[0m
2023-09-17 09:13:50,564:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:13:50,565:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:13:53,577:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.011723 seconds ...[0m
2023-09-17 09:13:53,615:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.22234[0m
2023-09-17 09:13:53,615:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:13:53,615:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:13:56,621:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.005751 seconds ...[0m
2023-09-17 09:13:56,671:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21596[0m
2023-09-17 09:13:56,671:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:13:56,671:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:13:59,600:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.928827 seconds ...[0m
2023-09-17 09:14:01,823:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.182807 seconds ...[0m
2023-09-17 09:14:01,823:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0139*** [0m
2023-09-17 09:14:01,832:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.21070[0m
2023-09-17 09:14:01,832:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0039 || HITRATE@5 Avg: 0.0151 || HITRATE@10 Avg: 0.0287 || NDCG@5 Avg: 0.0096 || NDCG@10 Avg: 0.0139[0m
2023-09-17 09:14:01,832:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:14:04,778:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.945531 seconds ...[0m
2023-09-17 09:14:04,816:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20249[0m
2023-09-17 09:14:04,816:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:14:04,816:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:14:07,870:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.054400 seconds ...[0m
2023-09-17 09:14:07,908:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.20213[0m
2023-09-17 09:14:07,909:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:14:07,909:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:14:10,900:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.991097 seconds ...[0m
2023-09-17 09:14:10,938:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19631[0m
2023-09-17 09:14:10,938:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:14:10,938:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:14:13,926:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.987183 seconds ...[0m
2023-09-17 09:14:13,963:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19025[0m
2023-09-17 09:14:13,963:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:14:13,963:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:14:17,011:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.048019 seconds ...[0m
2023-09-17 09:14:19,370:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.313006 seconds ...[0m
2023-09-17 09:14:19,370:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0155*** [0m
2023-09-17 09:14:19,381:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.18690[0m
2023-09-17 09:14:19,381:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0033 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0325 || NDCG@5 Avg: 0.0113 || NDCG@10 Avg: 0.0155[0m
2023-09-17 09:14:19,381:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:14:22,381:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.999632 seconds ...[0m
2023-09-17 09:14:22,419:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18402[0m
2023-09-17 09:14:22,420:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:14:22,420:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:14:25,419:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.998762 seconds ...[0m
2023-09-17 09:14:25,456:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18058[0m
2023-09-17 09:14:25,456:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:14:25,456:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:14:28,394:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.938287 seconds ...[0m
2023-09-17 09:14:28,437:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.17870[0m
2023-09-17 09:14:28,437:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:14:28,437:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:14:31,487:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.049375 seconds ...[0m
2023-09-17 09:14:31,537:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17658[0m
2023-09-17 09:14:31,537:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:14:31,537:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:14:34,531:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.993478 seconds ...[0m
2023-09-17 09:14:36,871:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.300249 seconds ...[0m
2023-09-17 09:14:36,871:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0170*** [0m
2023-09-17 09:14:36,886:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17297[0m
2023-09-17 09:14:36,886:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0045 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0345 || NDCG@5 Avg: 0.0126 || NDCG@10 Avg: 0.0170[0m
2023-09-17 09:14:36,887:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:14:39,827:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.940496 seconds ...[0m
2023-09-17 09:14:39,865:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.16812[0m
2023-09-17 09:14:39,865:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:14:39,865:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:14:42,878:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.012614 seconds ...[0m
2023-09-17 09:14:42,916:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16723[0m
2023-09-17 09:14:42,916:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:14:42,916:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:14:45,852:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.935383 seconds ...[0m
2023-09-17 09:14:45,887:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16556[0m
2023-09-17 09:14:45,888:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:14:45,888:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:14:48,926:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.038070 seconds ...[0m
2023-09-17 09:14:48,970:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16548[0m
2023-09-17 09:14:48,970:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:14:48,970:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:14:51,927:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.956254 seconds ...[0m
2023-09-17 09:14:54,170:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.207621 seconds ...[0m
2023-09-17 09:14:54,170:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16179[0m
2023-09-17 09:14:54,170:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0044 || HITRATE@5 Avg: 0.0194 || HITRATE@10 Avg: 0.0340 || NDCG@5 Avg: 0.0117 || NDCG@10 Avg: 0.0164[0m
2023-09-17 09:14:54,170:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:14:56,985:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.814321 seconds ...[0m
2023-09-17 09:14:57,029:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.16037[0m
2023-09-17 09:14:57,029:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:14:57,029:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:14:59,998:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.968204 seconds ...[0m
2023-09-17 09:15:00,041:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.15652[0m
2023-09-17 09:15:00,041:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:15:00,042:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:15:02,962:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.919808 seconds ...[0m
2023-09-17 09:15:02,997:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15395[0m
2023-09-17 09:15:02,998:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:15:02,998:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:15:06,101:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.102755 seconds ...[0m
2023-09-17 09:15:06,153:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15081[0m
2023-09-17 09:15:06,154:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:15:06,154:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:15:09,192:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.037889 seconds ...[0m
2023-09-17 09:15:11,462:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.231826 seconds ...[0m
2023-09-17 09:15:11,463:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0177*** [0m
2023-09-17 09:15:11,475:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15056[0m
2023-09-17 09:15:11,475:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0214 || HITRATE@10 Avg: 0.0353 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0177[0m
2023-09-17 09:15:11,475:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:15:14,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.779516 seconds ...[0m
2023-09-17 09:15:14,300:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.14960[0m
2023-09-17 09:15:14,300:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:15:14,300:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:15:17,247:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.946174 seconds ...[0m
2023-09-17 09:15:17,296:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.14717[0m
2023-09-17 09:15:17,296:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:15:17,297:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:15:20,339:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.042037 seconds ...[0m
2023-09-17 09:15:20,376:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.14666[0m
2023-09-17 09:15:20,376:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:15:20,376:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:15:23,486:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.109980 seconds ...[0m
2023-09-17 09:15:23,521:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14444[0m
2023-09-17 09:15:23,521:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:15:23,521:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:15:26,659:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.138039 seconds ...[0m
2023-09-17 09:15:29,060:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.366063 seconds ...[0m
2023-09-17 09:15:29,061:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0179*** [0m
2023-09-17 09:15:29,071:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14235[0m
2023-09-17 09:15:29,072:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0046 || HITRATE@5 Avg: 0.0214 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0179[0m
2023-09-17 09:15:29,072:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:15:31,920:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.848141 seconds ...[0m
2023-09-17 09:15:31,960:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14145[0m
2023-09-17 09:15:31,960:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:15:31,960:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:15:34,996:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.035568 seconds ...[0m
2023-09-17 09:15:35,048:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.13945[0m
2023-09-17 09:15:35,048:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:15:35,049:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:15:37,965:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.916652 seconds ...[0m
2023-09-17 09:15:38,009:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.13857[0m
2023-09-17 09:15:38,009:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:15:38,009:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:15:40,954:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.944907 seconds ...[0m
2023-09-17 09:15:40,991:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.13748[0m
2023-09-17 09:15:40,992:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:15:40,992:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:15:43,944:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.951712 seconds ...[0m
2023-09-17 09:15:46,346:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.365405 seconds ...[0m
2023-09-17 09:15:46,346:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0187*** [0m
2023-09-17 09:15:46,356:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.13555[0m
2023-09-17 09:15:46,356:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0220 || HITRATE@10 Avg: 0.0385 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0187[0m
2023-09-17 09:15:46,356:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:15:49,065:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.709378 seconds ...[0m
2023-09-17 09:15:49,100:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.13764[0m
2023-09-17 09:15:49,101:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:15:49,101:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:15:52,021:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.920063 seconds ...[0m
2023-09-17 09:15:52,058:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.13314[0m
2023-09-17 09:15:52,058:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:15:52,058:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:15:55,072:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.013781 seconds ...[0m
2023-09-17 09:15:55,109:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13514[0m
2023-09-17 09:15:55,110:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:15:55,110:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:15:58,265:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.154895 seconds ...[0m
2023-09-17 09:15:58,308:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13229[0m
2023-09-17 09:15:58,308:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:15:58,308:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:16:01,336:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.027334 seconds ...[0m
2023-09-17 09:16:03,745:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.362938 seconds ...[0m
2023-09-17 09:16:03,745:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0199*** [0m
2023-09-17 09:16:03,755:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13068[0m
2023-09-17 09:16:03,755:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0392 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0199[0m
2023-09-17 09:16:03,755:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:16:06,618:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.862469 seconds ...[0m
2023-09-17 09:16:06,657:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.13036[0m
2023-09-17 09:16:06,657:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:16:06,657:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:16:09,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.052387 seconds ...[0m
2023-09-17 09:16:09,747:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.12895[0m
2023-09-17 09:16:09,748:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:16:09,748:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:16:12,782:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.034164 seconds ...[0m
2023-09-17 09:16:12,821:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.13053[0m
2023-09-17 09:16:12,821:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:16:12,821:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:16:15,856:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.034510 seconds ...[0m
2023-09-17 09:16:15,903:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.12867[0m
2023-09-17 09:16:15,903:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:16:15,903:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:16:18,976:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.072435 seconds ...[0m
2023-09-17 09:16:21,487:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.469414 seconds ...[0m
2023-09-17 09:16:21,487:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0210*** [0m
2023-09-17 09:16:21,497:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.12821[0m
2023-09-17 09:16:21,498:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0246 || HITRATE@10 Avg: 0.0413 || NDCG@5 Avg: 0.0156 || NDCG@10 Avg: 0.0210[0m
2023-09-17 09:16:21,498:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:16:24,440:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.941882 seconds ...[0m
2023-09-17 09:16:24,481:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.12798[0m
2023-09-17 09:16:24,481:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:16:24,481:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:16:27,606:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.125438 seconds ...[0m
2023-09-17 09:16:27,653:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.12388[0m
2023-09-17 09:16:27,653:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:16:27,653:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:16:30,754:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.100204 seconds ...[0m
2023-09-17 09:16:30,788:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.12151[0m
2023-09-17 09:16:30,789:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:16:30,789:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:16:33,771:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.982171 seconds ...[0m
2023-09-17 09:16:33,807:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.12368[0m
2023-09-17 09:16:33,807:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:16:33,807:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:16:36,700:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.892630 seconds ...[0m
2023-09-17 09:16:38,988:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.244882 seconds ...[0m
2023-09-17 09:16:38,988:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12268[0m
2023-09-17 09:16:38,988:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0246 || HITRATE@10 Avg: 0.0397 || NDCG@5 Avg: 0.0148 || NDCG@10 Avg: 0.0196[0m
2023-09-17 09:16:38,988:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:16:41,891:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.902542 seconds ...[0m
2023-09-17 09:16:41,930:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12227[0m
2023-09-17 09:16:41,930:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:16:41,930:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:16:44,940:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.009219 seconds ...[0m
2023-09-17 09:16:44,975:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.11995[0m
2023-09-17 09:16:44,975:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:16:44,975:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:16:48,050:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.075373 seconds ...[0m
2023-09-17 09:16:48,097:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.11976[0m
2023-09-17 09:16:48,097:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:16:48,097:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:16:51,057:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.959806 seconds ...[0m
2023-09-17 09:16:51,095:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12013[0m
2023-09-17 09:16:51,095:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:16:51,095:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:16:54,078:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.982975 seconds ...[0m
2023-09-17 09:16:56,537:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.416457 seconds ...[0m
2023-09-17 09:16:56,537:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.12017[0m
2023-09-17 09:16:56,537:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0242 || HITRATE@10 Avg: 0.0400 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0205[0m
2023-09-17 09:16:56,537:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:16:59,366:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.828460 seconds ...[0m
2023-09-17 09:16:59,402:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.11778[0m
2023-09-17 09:16:59,403:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:16:59,403:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:17:02,418:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.015306 seconds ...[0m
2023-09-17 09:17:02,456:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.11912[0m
2023-09-17 09:17:02,457:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:17:02,457:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:17:05,526:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.069431 seconds ...[0m
2023-09-17 09:17:05,563:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.11927[0m
2023-09-17 09:17:05,564:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:17:05,564:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:17:08,533:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.969611 seconds ...[0m
2023-09-17 09:17:08,583:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.11716[0m
2023-09-17 09:17:08,585:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:17:08,585:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:17:11,730:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.144520 seconds ...[0m
2023-09-17 09:17:14,100:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.319312 seconds ...[0m
2023-09-17 09:17:14,101:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.12013[0m
2023-09-17 09:17:14,101:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0260 || HITRATE@10 Avg: 0.0401 || NDCG@5 Avg: 0.0161 || NDCG@10 Avg: 0.0206[0m
2023-09-17 09:17:14,101:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:17:16,878:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.776252 seconds ...[0m
2023-09-17 09:17:16,918:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.11439[0m
2023-09-17 09:17:16,919:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:17:16,919:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:17:19,889:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.970641 seconds ...[0m
2023-09-17 09:17:19,927:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.11619[0m
2023-09-17 09:17:19,927:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:17:19,927:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:17:22,963:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.035135 seconds ...[0m
2023-09-17 09:17:22,998:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.11517[0m
2023-09-17 09:17:22,998:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:17:22,998:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:17:25,953:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.954317 seconds ...[0m
2023-09-17 09:17:25,988:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.11220[0m
2023-09-17 09:17:25,988:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:17:25,988:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:17:29,003:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.013913 seconds ...[0m
2023-09-17 09:17:31,469:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.422989 seconds ...[0m
2023-09-17 09:17:31,470:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0226*** [0m
2023-09-17 09:17:31,480:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.11428[0m
2023-09-17 09:17:31,480:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0266 || HITRATE@10 Avg: 0.0446 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0226[0m
2023-09-17 09:17:31,480:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:17:34,126:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.645654 seconds ...[0m
2023-09-17 09:17:34,165:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.11286[0m
2023-09-17 09:17:34,166:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:17:34,166:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:17:37,310:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.143847 seconds ...[0m
2023-09-17 09:17:37,357:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.11394[0m
2023-09-17 09:17:37,358:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:17:37,358:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:17:40,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.153327 seconds ...[0m
2023-09-17 09:17:40,546:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11407[0m
2023-09-17 09:17:40,546:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:17:40,546:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:17:43,598:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.051780 seconds ...[0m
2023-09-17 09:17:43,683:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11134[0m
2023-09-17 09:17:43,683:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:17:43,683:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:17:46,840:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.156570 seconds ...[0m
2023-09-17 09:17:49,265:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.388524 seconds ...[0m
2023-09-17 09:17:49,265:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.11322[0m
2023-09-17 09:17:49,265:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0257 || HITRATE@10 Avg: 0.0409 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0203[0m
2023-09-17 09:17:49,265:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:17:51,959:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.693933 seconds ...[0m
2023-09-17 09:17:52,003:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11033[0m
2023-09-17 09:17:52,003:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:17:52,003:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:17:55,156:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.152932 seconds ...[0m
2023-09-17 09:17:55,191:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.11063[0m
2023-09-17 09:17:55,191:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:17:55,191:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:17:58,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.135942 seconds ...[0m
2023-09-17 09:17:58,365:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.11011[0m
2023-09-17 09:17:58,365:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:17:58,365:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:18:01,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.085957 seconds ...[0m
2023-09-17 09:18:01,487:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.11185[0m
2023-09-17 09:18:01,488:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:18:01,488:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:18:04,549:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.061443 seconds ...[0m
2023-09-17 09:18:06,871:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.274758 seconds ...[0m
2023-09-17 09:18:06,872:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.11005[0m
2023-09-17 09:18:06,872:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0275 || HITRATE@10 Avg: 0.0440 || NDCG@5 Avg: 0.0171 || NDCG@10 Avg: 0.0223[0m
2023-09-17 09:18:06,872:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:18:09,685:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.812209 seconds ...[0m
2023-09-17 09:18:09,724:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.10921[0m
2023-09-17 09:18:09,724:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:18:09,724:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:18:12,731:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.006799 seconds ...[0m
2023-09-17 09:18:12,773:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.10979[0m
2023-09-17 09:18:12,773:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:18:12,773:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:18:15,830:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.056655 seconds ...[0m
2023-09-17 09:18:15,878:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.11032[0m
2023-09-17 09:18:15,878:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:18:15,878:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:18:19,000:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.121836 seconds ...[0m
2023-09-17 09:18:19,044:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.11058[0m
2023-09-17 09:18:19,044:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:18:19,044:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:18:22,010:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.965608 seconds ...[0m
2023-09-17 09:18:24,389:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.335225 seconds ...[0m
2023-09-17 09:18:24,389:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.10760[0m
2023-09-17 09:18:24,389:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0065 || HITRATE@5 Avg: 0.0263 || HITRATE@10 Avg: 0.0448 || NDCG@5 Avg: 0.0163 || NDCG@10 Avg: 0.0222[0m
2023-09-17 09:18:24,389:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:18:27,034:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.644139 seconds ...[0m
2023-09-17 09:18:27,069:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.10614[0m
2023-09-17 09:18:27,070:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:18:27,070:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:18:30,101:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.031007 seconds ...[0m
2023-09-17 09:18:30,152:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.10534[0m
2023-09-17 09:18:30,152:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:18:30,152:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:18:33,223:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.070173 seconds ...[0m
2023-09-17 09:18:33,268:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.10569[0m
2023-09-17 09:18:33,269:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:18:33,269:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:18:36,179:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.910099 seconds ...[0m
2023-09-17 09:18:36,216:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.10685[0m
2023-09-17 09:18:36,216:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:18:36,216:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:18:39,233:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.017096 seconds ...[0m
2023-09-17 09:18:41,604:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.336452 seconds ...[0m
2023-09-17 09:18:41,605:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.10521[0m
2023-09-17 09:18:41,605:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0057 || HITRATE@5 Avg: 0.0250 || HITRATE@10 Avg: 0.0416 || NDCG@5 Avg: 0.0153 || NDCG@10 Avg: 0.0207[0m
2023-09-17 09:18:41,605:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:18:44,387:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.782025 seconds ...[0m
2023-09-17 09:18:44,424:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.10764[0m
2023-09-17 09:18:44,424:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:18:44,425:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:18:47,470:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044710 seconds ...[0m
2023-09-17 09:18:47,509:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.10409[0m
2023-09-17 09:18:47,509:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:18:47,510:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:18:50,680:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.170564 seconds ...[0m
2023-09-17 09:18:50,717:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.10543[0m
2023-09-17 09:18:50,717:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:18:50,717:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:18:53,700:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.983225 seconds ...[0m
2023-09-17 09:18:53,744:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.10522[0m
2023-09-17 09:18:53,744:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:18:53,744:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:18:56,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.159420 seconds ...[0m
2023-09-17 09:18:59,173:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.231610 seconds ...[0m
2023-09-17 09:18:59,173:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.10492[0m
2023-09-17 09:18:59,173:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0265 || HITRATE@10 Avg: 0.0430 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0221[0m
2023-09-17 09:18:59,173:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:19:02,029:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.856246 seconds ...[0m
2023-09-17 09:19:02,065:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.10324[0m
2023-09-17 09:19:02,065:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:19:02,065:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:19:05,129:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.063432 seconds ...[0m
2023-09-17 09:19:05,166:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.10299[0m
2023-09-17 09:19:05,166:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:19:05,166:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:19:08,092:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.925112 seconds ...[0m
2023-09-17 09:19:08,126:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.10351[0m
2023-09-17 09:19:08,127:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:19:08,127:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:19:11,298:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.171333 seconds ...[0m
2023-09-17 09:19:11,345:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10373[0m
2023-09-17 09:19:11,346:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:19:11,346:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:19:14,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.106582 seconds ...[0m
2023-09-17 09:19:16,697:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.196020 seconds ...[0m
2023-09-17 09:19:16,697:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.10223[0m
2023-09-17 09:19:16,697:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0255 || HITRATE@10 Avg: 0.0442 || NDCG@5 Avg: 0.0152 || NDCG@10 Avg: 0.0212[0m
2023-09-17 09:19:16,697:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:19:19,500:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.802633 seconds ...[0m
2023-09-17 09:19:19,536:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10189[0m
2023-09-17 09:19:19,536:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:19:19,536:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:19:22,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.932319 seconds ...[0m
2023-09-17 09:19:22,506:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10107[0m
2023-09-17 09:19:22,506:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:19:22,506:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:19:25,501:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.994463 seconds ...[0m
2023-09-17 09:19:25,544:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.10220[0m
2023-09-17 09:19:25,544:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:19:25,545:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:19:28,554:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.009160 seconds ...[0m
2023-09-17 09:19:28,593:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.10107[0m
2023-09-17 09:19:28,593:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:19:28,593:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:19:31,484:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.891320 seconds ...[0m
2023-09-17 09:19:33,727:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.205447 seconds ...[0m
2023-09-17 09:19:33,728:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0248*** [0m
2023-09-17 09:19:33,740:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10176[0m
2023-09-17 09:19:33,740:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0283 || HITRATE@10 Avg: 0.0478 || NDCG@5 Avg: 0.0185 || NDCG@10 Avg: 0.0248[0m
2023-09-17 09:19:33,741:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:19:36,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.921328 seconds ...[0m
2023-09-17 09:19:36,698:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10130[0m
2023-09-17 09:19:36,698:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:19:36,698:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:19:39,593:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.894779 seconds ...[0m
2023-09-17 09:19:39,629:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10111[0m
2023-09-17 09:19:39,629:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:19:39,630:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:19:42,623:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.993467 seconds ...[0m
2023-09-17 09:19:42,660:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10259[0m
2023-09-17 09:19:42,660:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:19:42,660:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:19:45,774:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.113866 seconds ...[0m
2023-09-17 09:19:45,810:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10134[0m
2023-09-17 09:19:45,810:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:19:45,810:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:19:48,840:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.030018 seconds ...[0m
2023-09-17 09:19:51,115:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.230333 seconds ...[0m
2023-09-17 09:19:51,116:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10022[0m
2023-09-17 09:19:51,117:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0270 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0170 || NDCG@10 Avg: 0.0226[0m
2023-09-17 09:19:51,117:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:19:54,059:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.941075 seconds ...[0m
2023-09-17 09:19:54,095:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.09913[0m
2023-09-17 09:19:54,095:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:19:54,096:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:19:56,882:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.786384 seconds ...[0m
2023-09-17 09:19:56,917:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10041[0m
2023-09-17 09:19:56,917:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:19:56,918:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:20:00,006:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.088042 seconds ...[0m
2023-09-17 09:20:00,040:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10108[0m
2023-09-17 09:20:00,040:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:20:00,040:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:20:03,049:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.008023 seconds ...[0m
2023-09-17 09:20:03,090:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10011[0m
2023-09-17 09:20:03,091:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:20:03,091:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:20:06,157:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.065512 seconds ...[0m
2023-09-17 09:20:08,510:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.317011 seconds ...[0m
2023-09-17 09:20:08,510:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10089[0m
2023-09-17 09:20:08,510:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0296 || HITRATE@10 Avg: 0.0464 || NDCG@5 Avg: 0.0187 || NDCG@10 Avg: 0.0241[0m
2023-09-17 09:20:08,510:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:20:11,471:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.960618 seconds ...[0m
2023-09-17 09:20:11,511:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.09781[0m
2023-09-17 09:20:11,511:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:20:11,511:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:20:14,315:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.803142 seconds ...[0m
2023-09-17 09:20:14,355:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.09928[0m
2023-09-17 09:20:14,355:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:20:14,355:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:20:17,409:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.053195 seconds ...[0m
2023-09-17 09:20:17,449:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10007[0m
2023-09-17 09:20:17,449:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:20:17,449:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:20:20,407:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.957932 seconds ...[0m
2023-09-17 09:20:20,441:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.09847[0m
2023-09-17 09:20:20,442:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:20:20,442:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:20:23,445:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.003177 seconds ...[0m
2023-09-17 09:20:25,686:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.206217 seconds ...[0m
2023-09-17 09:20:25,686:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.09811[0m
2023-09-17 09:20:25,687:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0281 || HITRATE@10 Avg: 0.0478 || NDCG@5 Avg: 0.0175 || NDCG@10 Avg: 0.0239[0m
2023-09-17 09:20:25,687:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 09:20:28,633:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.945768 seconds ...[0m
2023-09-17 09:20:28,674:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.09739[0m
2023-09-17 09:20:28,674:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 09:20:28,674:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 09:20:31,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.836220 seconds ...[0m
2023-09-17 09:20:31,551:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.09778[0m
2023-09-17 09:20:31,551:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 09:20:31,551:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 09:20:34,601:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.049466 seconds ...[0m
2023-09-17 09:20:34,642:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.09753[0m
2023-09-17 09:20:34,642:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 09:20:34,642:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 09:20:37,657:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.014962 seconds ...[0m
2023-09-17 09:20:37,697:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.09851[0m
2023-09-17 09:20:37,697:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 09:20:37,697:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 09:20:40,744:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.046718 seconds ...[0m
2023-09-17 09:20:43,136:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.334084 seconds ...[0m
2023-09-17 09:20:43,136:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.09816[0m
2023-09-17 09:20:43,136:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0259 || HITRATE@10 Avg: 0.0435 || NDCG@5 Avg: 0.0159 || NDCG@10 Avg: 0.0216[0m
2023-09-17 09:20:43,137:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 09:20:46,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.037727 seconds ...[0m
2023-09-17 09:20:46,320:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.09674[0m
2023-09-17 09:20:46,320:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 09:20:46,320:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 09:20:49,055:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.733989 seconds ...[0m
2023-09-17 09:20:49,105:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.09777[0m
2023-09-17 09:20:49,106:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 09:20:49,106:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 09:20:51,956:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.850319 seconds ...[0m
2023-09-17 09:20:51,999:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.09640[0m
2023-09-17 09:20:52,001:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 09:20:52,001:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 09:20:55,033:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.031243 seconds ...[0m
2023-09-17 09:20:55,070:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.09748[0m
2023-09-17 09:20:55,071:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 09:20:55,071:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 09:20:58,027:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.955737 seconds ...[0m
2023-09-17 09:21:00,475:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.410161 seconds ...[0m
2023-09-17 09:21:00,476:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09816[0m
2023-09-17 09:21:00,476:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0277 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0183 || NDCG@10 Avg: 0.0242[0m
2023-09-17 09:21:00,477:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 09:21:03,581:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.103929 seconds ...[0m
2023-09-17 09:21:03,617:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09679[0m
2023-09-17 09:21:03,618:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 09:21:03,618:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 09:21:06,312:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.694352 seconds ...[0m
2023-09-17 09:21:06,352:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09694[0m
2023-09-17 09:21:06,352:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 09:21:06,352:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 09:21:09,427:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.074600 seconds ...[0m
2023-09-17 09:21:09,547:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09677[0m
2023-09-17 09:21:09,547:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 09:21:09,547:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 09:21:12,568:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.020696 seconds ...[0m
2023-09-17 09:21:12,600:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09563[0m
2023-09-17 09:21:12,600:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 09:21:12,600:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 09:21:15,693:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.092286 seconds ...[0m
2023-09-17 09:21:18,399:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.522767 seconds ...[0m
2023-09-17 09:21:18,400:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09626[0m
2023-09-17 09:21:18,400:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0298 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0181 || NDCG@10 Avg: 0.0246[0m
2023-09-17 09:21:18,400:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 09:21:21,560:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.159634 seconds ...[0m
2023-09-17 09:21:21,602:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09576[0m
2023-09-17 09:21:21,602:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 09:21:21,603:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 09:21:24,205:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.602597 seconds ...[0m
2023-09-17 09:21:24,247:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09528[0m
2023-09-17 09:21:24,247:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 09:21:24,247:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 09:21:27,413:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.165822 seconds ...[0m
2023-09-17 09:21:27,450:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09514[0m
2023-09-17 09:21:27,450:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 09:21:27,450:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 09:21:30,573:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.122441 seconds ...[0m
2023-09-17 09:21:30,608:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09337[0m
2023-09-17 09:21:30,608:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 09:21:30,608:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 09:21:33,706:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.097231 seconds ...[0m
2023-09-17 09:21:36,209:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.463152 seconds ...[0m
2023-09-17 09:21:36,209:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0250*** [0m
2023-09-17 09:21:36,220:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09571[0m
2023-09-17 09:21:36,220:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0250[0m
2023-09-17 09:21:36,220:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 09:21:39,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.034918 seconds ...[0m
2023-09-17 09:21:39,307:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09348[0m
2023-09-17 09:21:39,307:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 09:21:39,308:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 09:21:41,913:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.605216 seconds ...[0m
2023-09-17 09:21:41,953:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09489[0m
2023-09-17 09:21:41,953:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 09:21:41,953:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 09:21:45,049:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.095955 seconds ...[0m
2023-09-17 09:21:45,091:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09652[0m
2023-09-17 09:21:45,091:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 09:21:45,091:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 09:21:48,187:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.095963 seconds ...[0m
2023-09-17 09:21:48,228:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09595[0m
2023-09-17 09:21:48,228:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 09:21:48,228:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 09:21:51,200:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.971284 seconds ...[0m
2023-09-17 09:21:53,420:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.182268 seconds ...[0m
2023-09-17 09:21:53,420:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09201[0m
2023-09-17 09:21:53,420:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0064 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0470 || NDCG@5 Avg: 0.0170 || NDCG@10 Avg: 0.0232[0m
2023-09-17 09:21:53,420:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 09:21:56,363:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.942117 seconds ...[0m
2023-09-17 09:21:56,397:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09275[0m
2023-09-17 09:21:56,397:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 09:21:56,398:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 09:21:59,269:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.870980 seconds ...[0m
2023-09-17 09:21:59,306:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09441[0m
2023-09-17 09:21:59,306:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 09:21:59,306:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 09:22:02,269:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.962629 seconds ...[0m
2023-09-17 09:22:02,304:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09157[0m
2023-09-17 09:22:02,304:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 09:22:02,304:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 09:22:05,252:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.947896 seconds ...[0m
2023-09-17 09:22:05,288:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09412[0m
2023-09-17 09:22:05,288:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 09:22:05,288:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 09:22:08,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.886976 seconds ...[0m
2023-09-17 09:22:10,542:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.322082 seconds ...[0m
2023-09-17 09:22:10,542:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09432[0m
2023-09-17 09:22:10,542:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0177 || NDCG@10 Avg: 0.0239[0m
2023-09-17 09:22:10,542:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 09:22:13,431:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.888579 seconds ...[0m
2023-09-17 09:22:13,476:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09200[0m
2023-09-17 09:22:13,476:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 09:22:13,476:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 09:22:16,453:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.976886 seconds ...[0m
2023-09-17 09:22:16,494:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09159[0m
2023-09-17 09:22:16,494:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 09:22:16,494:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 09:22:19,313:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.818465 seconds ...[0m
2023-09-17 09:22:19,352:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09089[0m
2023-09-17 09:22:19,352:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 09:22:19,352:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 09:22:22,485:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.132317 seconds ...[0m
2023-09-17 09:22:22,523:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09282[0m
2023-09-17 09:22:22,523:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 09:22:22,523:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 09:22:25,583:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.059594 seconds ...[0m
2023-09-17 09:22:28,010:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.381999 seconds ...[0m
2023-09-17 09:22:28,010:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09319[0m
2023-09-17 09:22:28,010:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0276 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0239[0m
2023-09-17 09:22:28,010:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 09:22:31,161:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.150728 seconds ...[0m
2023-09-17 09:22:31,198:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09238[0m
2023-09-17 09:22:31,199:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 09:22:31,199:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 09:22:34,089:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.889927 seconds ...[0m
2023-09-17 09:22:34,136:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09217[0m
2023-09-17 09:22:34,136:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 09:22:34,136:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 09:22:37,061:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.924244 seconds ...[0m
2023-09-17 09:22:37,098:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09106[0m
2023-09-17 09:22:37,098:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 09:22:37,098:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 09:22:40,186:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.087887 seconds ...[0m
2023-09-17 09:22:40,224:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09323[0m
2023-09-17 09:22:40,224:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 09:22:40,224:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 09:22:43,244:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.019506 seconds ...[0m
2023-09-17 09:22:45,592:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.311474 seconds ...[0m
2023-09-17 09:22:45,592:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0253*** [0m
2023-09-17 09:22:45,603:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09295[0m
2023-09-17 09:22:45,603:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0289 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0190 || NDCG@10 Avg: 0.0253[0m
2023-09-17 09:22:45,603:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 09:22:48,677:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.073793 seconds ...[0m
2023-09-17 09:22:48,716:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09129[0m
2023-09-17 09:22:48,716:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 09:22:48,716:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 09:22:51,533:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.816719 seconds ...[0m
2023-09-17 09:22:51,571:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09017[0m
2023-09-17 09:22:51,571:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 09:22:51,571:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 09:22:54,517:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.946510 seconds ...[0m
2023-09-17 09:22:54,552:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09347[0m
2023-09-17 09:22:54,552:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 09:22:54,552:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 09:22:57,537:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.985194 seconds ...[0m
2023-09-17 09:22:57,577:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.09186[0m
2023-09-17 09:22:57,577:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 09:22:57,577:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 09:23:00,671:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.093142 seconds ...[0m
2023-09-17 09:23:02,999:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.283085 seconds ...[0m
2023-09-17 09:23:02,999:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09171[0m
2023-09-17 09:23:02,999:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0302 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0248[0m
2023-09-17 09:23:02,999:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 09:23:06,144:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.144252 seconds ...[0m
2023-09-17 09:23:06,187:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.09153[0m
2023-09-17 09:23:06,187:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 09:23:06,187:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 09:23:09,070:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.882695 seconds ...[0m
2023-09-17 09:23:09,106:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.08983[0m
2023-09-17 09:23:09,106:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 09:23:09,106:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 09:23:11,944:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.837662 seconds ...[0m
2023-09-17 09:23:11,981:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.09106[0m
2023-09-17 09:23:11,981:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 09:23:11,981:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 09:23:15,027:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.045744 seconds ...[0m
2023-09-17 09:23:15,073:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.09056[0m
2023-09-17 09:23:15,073:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 09:23:15,073:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 09:23:18,094:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.020328 seconds ...[0m
2023-09-17 09:23:20,529:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.399748 seconds ...[0m
2023-09-17 09:23:20,529:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.09063[0m
2023-09-17 09:23:20,529:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0495 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0245[0m
2023-09-17 09:23:20,529:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 09:23:23,520:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.990066 seconds ...[0m
2023-09-17 09:23:23,556:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.09100[0m
2023-09-17 09:23:23,556:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 09:23:23,556:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 09:23:26,442:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.885931 seconds ...[0m
2023-09-17 09:23:26,484:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08992[0m
2023-09-17 09:23:26,484:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 09:23:26,484:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 09:23:29,228:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.743097 seconds ...[0m
2023-09-17 09:23:29,275:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09041[0m
2023-09-17 09:23:29,276:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 09:23:29,276:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 09:23:32,263:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.986295 seconds ...[0m
2023-09-17 09:23:32,297:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08781[0m
2023-09-17 09:23:32,297:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 09:23:32,297:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 09:23:35,237:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.939707 seconds ...[0m
2023-09-17 09:23:37,544:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.271049 seconds ...[0m
2023-09-17 09:23:37,545:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08968[0m
2023-09-17 09:23:37,545:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0054 || HITRATE@5 Avg: 0.0283 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0167 || NDCG@10 Avg: 0.0234[0m
2023-09-17 09:23:37,545:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 09:23:40,628:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.083006 seconds ...[0m
2023-09-17 09:23:40,668:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08717[0m
2023-09-17 09:23:40,668:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 09:23:40,669:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 09:23:43,657:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.988078 seconds ...[0m
2023-09-17 09:23:43,693:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08902[0m
2023-09-17 09:23:43,693:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 09:23:43,693:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 09:23:46,451:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.757852 seconds ...[0m
2023-09-17 09:23:46,489:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.09036[0m
2023-09-17 09:23:46,489:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 09:23:46,489:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 09:23:49,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.021629 seconds ...[0m
2023-09-17 09:23:49,555:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08790[0m
2023-09-17 09:23:49,555:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 09:23:49,556:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 09:23:52,729:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.173333 seconds ...[0m
2023-09-17 09:23:55,077:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.311308 seconds ...[0m
2023-09-17 09:23:55,078:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0256*** [0m
2023-09-17 09:23:55,088:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08908[0m
2023-09-17 09:23:55,089:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0256[0m
2023-09-17 09:23:55,089:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 09:23:58,239:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.149778 seconds ...[0m
2023-09-17 09:23:58,294:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.09034[0m
2023-09-17 09:23:58,295:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 09:23:58,295:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 09:24:01,327:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.031642 seconds ...[0m
2023-09-17 09:24:01,362:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08839[0m
2023-09-17 09:24:01,362:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 09:24:01,362:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 09:24:04,186:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.824484 seconds ...[0m
2023-09-17 09:24:04,229:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.09011[0m
2023-09-17 09:24:04,230:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 09:24:04,230:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 09:24:07,283:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.053391 seconds ...[0m
2023-09-17 09:24:07,320:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.08932[0m
2023-09-17 09:24:07,321:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 09:24:07,321:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 09:24:10,239:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.918003 seconds ...[0m
2023-09-17 09:24:12,518:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.244470 seconds ...[0m
2023-09-17 09:24:12,518:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.08860[0m
2023-09-17 09:24:12,518:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0293 || HITRATE@10 Avg: 0.0499 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0248[0m
2023-09-17 09:24:12,518:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 09:24:15,590:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.071382 seconds ...[0m
2023-09-17 09:24:15,642:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.08751[0m
2023-09-17 09:24:15,643:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 09:24:15,643:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 09:24:18,724:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.081196 seconds ...[0m
2023-09-17 09:24:18,769:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.08850[0m
2023-09-17 09:24:18,769:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 09:24:18,769:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 09:24:21,355:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.585302 seconds ...[0m
2023-09-17 09:24:21,389:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.08959[0m
2023-09-17 09:24:21,389:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 09:24:21,389:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 09:24:24,455:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.066239 seconds ...[0m
2023-09-17 09:24:24,494:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.08735[0m
2023-09-17 09:24:24,494:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 09:24:24,494:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 09:24:27,490:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.995647 seconds ...[0m
2023-09-17 09:24:29,994:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.468165 seconds ...[0m
2023-09-17 09:24:29,995:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0262*** [0m
2023-09-17 09:24:30,009:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.08751[0m
2023-09-17 09:24:30,010:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0200 || NDCG@10 Avg: 0.0262[0m
2023-09-17 09:24:30,010:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 09:24:32,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.978048 seconds ...[0m
2023-09-17 09:24:33,027:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.08774[0m
2023-09-17 09:24:33,027:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 09:24:33,027:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 09:24:36,077:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.049540 seconds ...[0m
2023-09-17 09:24:36,114:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.08827[0m
2023-09-17 09:24:36,114:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 09:24:36,114:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 09:24:38,905:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.790699 seconds ...[0m
2023-09-17 09:24:38,945:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.08747[0m
2023-09-17 09:24:38,945:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 09:24:38,945:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 09:24:42,077:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.132082 seconds ...[0m
2023-09-17 09:24:42,168:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.08709[0m
2023-09-17 09:24:42,168:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 09:24:42,168:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 09:24:45,213:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044923 seconds ...[0m
2023-09-17 09:24:47,745:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.375232 seconds ...[0m
2023-09-17 09:24:47,745:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0276*** [0m
2023-09-17 09:24:47,758:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.08617[0m
2023-09-17 09:24:47,758:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0276[0m
2023-09-17 09:24:47,758:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 09:24:50,844:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.085484 seconds ...[0m
2023-09-17 09:24:50,888:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.08783[0m
2023-09-17 09:24:50,888:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 09:24:50,888:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 09:24:53,929:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.040420 seconds ...[0m
2023-09-17 09:24:53,967:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.08813[0m
2023-09-17 09:24:53,967:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 09:24:53,967:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 09:24:56,705:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.738182 seconds ...[0m
2023-09-17 09:24:56,754:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.08845[0m
2023-09-17 09:24:56,755:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 09:24:56,755:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 09:24:59,833:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.077863 seconds ...[0m
2023-09-17 09:24:59,868:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.08864[0m
2023-09-17 09:24:59,868:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 09:24:59,868:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 09:25:02,932:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.063346 seconds ...[0m
2023-09-17 09:25:05,389:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.422277 seconds ...[0m
2023-09-17 09:25:05,389:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.08614[0m
2023-09-17 09:25:05,389:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0315 || HITRATE@10 Avg: 0.0512 || NDCG@5 Avg: 0.0194 || NDCG@10 Avg: 0.0257[0m
2023-09-17 09:25:05,389:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 09:25:08,392:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.002720 seconds ...[0m
2023-09-17 09:25:08,430:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.08715[0m
2023-09-17 09:25:08,430:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 09:25:08,430:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:25:11,521:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.090564 seconds ...[0m
2023-09-17 09:25:11,557:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.08803[0m
2023-09-17 09:25:11,557:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:25:11,557:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:25:14,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.845381 seconds ...[0m
2023-09-17 09:25:14,439:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.08667[0m
2023-09-17 09:25:14,439:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:25:14,439:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:25:17,611:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.171957 seconds ...[0m
2023-09-17 09:25:17,774:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.08446[0m
2023-09-17 09:25:17,774:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:25:17,774:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:25:20,745:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.970610 seconds ...[0m
2023-09-17 09:25:23,330:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.446761 seconds ...[0m
2023-09-17 09:25:23,331:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.08562[0m
2023-09-17 09:25:23,331:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0084 || HITRATE@5 Avg: 0.0330 || HITRATE@10 Avg: 0.0521 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0270[0m
2023-09-17 09:25:23,331:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:25:26,356:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.025119 seconds ...[0m
2023-09-17 09:25:26,407:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.08691[0m
2023-09-17 09:25:26,407:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:25:26,407:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:25:29,509:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.101765 seconds ...[0m
2023-09-17 09:25:29,552:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.08678[0m
2023-09-17 09:25:29,553:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:25:29,553:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:25:32,129:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.576497 seconds ...[0m
2023-09-17 09:25:32,178:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.08757[0m
2023-09-17 09:25:32,178:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:25:32,178:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:25:35,248:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.069952 seconds ...[0m
2023-09-17 09:25:35,285:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.08698[0m
2023-09-17 09:25:35,286:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:25:35,286:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:25:38,318:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.031781 seconds ...[0m
2023-09-17 09:25:40,624:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.267372 seconds ...[0m
2023-09-17 09:25:40,625:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.08562[0m
2023-09-17 09:25:40,625:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0328 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0208 || NDCG@10 Avg: 0.0271[0m
2023-09-17 09:25:40,625:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:25:43,676:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.050987 seconds ...[0m
2023-09-17 09:25:43,714:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.08625[0m
2023-09-17 09:25:43,714:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:25:43,714:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:25:46,581:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.866733 seconds ...[0m
2023-09-17 09:25:46,620:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.08537[0m
2023-09-17 09:25:46,620:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:25:46,620:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:25:49,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.848518 seconds ...[0m
2023-09-17 09:25:49,503:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.08607[0m
2023-09-17 09:25:49,504:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:25:49,504:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:25:52,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.954250 seconds ...[0m
2023-09-17 09:25:52,496:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.08613[0m
2023-09-17 09:25:52,496:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:25:52,497:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:25:55,541:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044311 seconds ...[0m
2023-09-17 09:25:57,872:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.277654 seconds ...[0m
2023-09-17 09:25:57,872:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.08597[0m
2023-09-17 09:25:57,873:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0195 || NDCG@10 Avg: 0.0264[0m
2023-09-17 09:25:57,873:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:26:00,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.031013 seconds ...[0m
2023-09-17 09:26:00,945:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.08438[0m
2023-09-17 09:26:00,945:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:26:00,946:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:26:03,887:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.941204 seconds ...[0m
2023-09-17 09:26:03,930:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.08341[0m
2023-09-17 09:26:03,931:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:26:03,931:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:26:06,868:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.937124 seconds ...[0m
2023-09-17 09:26:06,907:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.08550[0m
2023-09-17 09:26:06,907:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:26:06,907:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:26:09,749:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.842200 seconds ...[0m
2023-09-17 09:26:09,789:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.08500[0m
2023-09-17 09:26:09,789:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:26:09,789:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:26:12,784:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.994477 seconds ...[0m
2023-09-17 09:26:15,107:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.287426 seconds ...[0m
2023-09-17 09:26:15,108:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.08448[0m
2023-09-17 09:26:15,108:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0314 || HITRATE@10 Avg: 0.0508 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0269[0m
2023-09-17 09:26:15,108:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:26:18,105:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.996884 seconds ...[0m
2023-09-17 09:26:18,145:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.08726[0m
2023-09-17 09:26:18,145:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:26:18,146:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:26:21,182:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.036453 seconds ...[0m
2023-09-17 09:26:21,220:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.08665[0m
2023-09-17 09:26:21,220:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:26:21,220:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:26:24,116:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.895554 seconds ...[0m
2023-09-17 09:26:24,153:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.08504[0m
2023-09-17 09:26:24,153:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:26:24,153:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:26:26,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.787255 seconds ...[0m
2023-09-17 09:26:26,977:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.08389[0m
2023-09-17 09:26:26,977:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:26:26,977:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:26:30,081:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.103662 seconds ...[0m
2023-09-17 09:26:32,336:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.219770 seconds ...[0m
2023-09-17 09:26:32,337:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.08368[0m
2023-09-17 09:26:32,337:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0266[0m
2023-09-17 09:26:32,337:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:26:35,316:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.978902 seconds ...[0m
2023-09-17 09:26:35,369:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.08485[0m
2023-09-17 09:26:35,370:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:26:35,370:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:26:38,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.050967 seconds ...[0m
2023-09-17 09:26:38,469:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.08595[0m
2023-09-17 09:26:38,469:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:26:38,469:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:26:41,512:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.043163 seconds ...[0m
2023-09-17 09:26:41,555:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.08500[0m
2023-09-17 09:26:41,556:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:26:41,556:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:26:44,574:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.018329 seconds ...[0m
2023-09-17 09:26:44,612:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.08391[0m
2023-09-17 09:26:44,612:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:26:44,612:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:26:47,584:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.971951 seconds ...[0m
2023-09-17 09:26:49,894:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.264906 seconds ...[0m
2023-09-17 09:26:49,895:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.08711[0m
2023-09-17 09:26:49,895:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0321 || HITRATE@10 Avg: 0.0506 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0258[0m
2023-09-17 09:26:49,895:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:26:52,968:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.072232 seconds ...[0m
2023-09-17 09:26:53,015:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08449[0m
2023-09-17 09:26:53,015:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:26:53,015:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:26:55,952:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.937095 seconds ...[0m
2023-09-17 09:26:55,991:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.08473[0m
2023-09-17 09:26:55,991:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:26:55,991:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:26:58,945:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.953876 seconds ...[0m
2023-09-17 09:26:58,980:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.08525[0m
2023-09-17 09:26:58,980:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:26:58,980:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:27:01,923:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.942602 seconds ...[0m
2023-09-17 09:27:01,961:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08273[0m
2023-09-17 09:27:01,961:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:27:01,962:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:27:05,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.081450 seconds ...[0m
2023-09-17 09:27:07,336:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.255554 seconds ...[0m
2023-09-17 09:27:07,337:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08424[0m
2023-09-17 09:27:07,337:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0081 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0200 || NDCG@10 Avg: 0.0264[0m
2023-09-17 09:27:07,337:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:27:10,413:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.075855 seconds ...[0m
2023-09-17 09:27:10,448:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.08258[0m
2023-09-17 09:27:10,448:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:27:10,448:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:27:13,337:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.888652 seconds ...[0m
2023-09-17 09:27:13,392:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.08350[0m
2023-09-17 09:27:13,392:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:27:13,392:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:27:16,443:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.051372 seconds ...[0m
2023-09-17 09:27:16,479:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.08265[0m
2023-09-17 09:27:16,480:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:27:16,480:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:27:19,374:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.894114 seconds ...[0m
2023-09-17 09:27:19,411:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08432[0m
2023-09-17 09:27:19,411:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:27:19,411:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:27:22,516:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.104575 seconds ...[0m
2023-09-17 09:27:24,804:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.253048 seconds ...[0m
2023-09-17 09:27:24,804:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0280*** [0m
2023-09-17 09:27:24,814:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08446[0m
2023-09-17 09:27:24,814:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0280[0m
2023-09-17 09:27:24,814:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:27:27,828:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.013002 seconds ...[0m
2023-09-17 09:27:27,868:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08462[0m
2023-09-17 09:27:27,868:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:27:27,868:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:27:30,870:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.002285 seconds ...[0m
2023-09-17 09:27:30,913:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08272[0m
2023-09-17 09:27:30,914:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:27:30,914:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:27:33,902:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.987838 seconds ...[0m
2023-09-17 09:27:33,998:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08411[0m
2023-09-17 09:27:33,998:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:27:33,998:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:27:36,690:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.690940 seconds ...[0m
2023-09-17 09:27:36,729:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08470[0m
2023-09-17 09:27:36,729:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:27:36,729:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:27:39,751:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.021644 seconds ...[0m
2023-09-17 09:27:42,157:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.367280 seconds ...[0m
2023-09-17 09:27:42,158:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08347[0m
2023-09-17 09:27:42,158:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0321 || HITRATE@10 Avg: 0.0532 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0270[0m
2023-09-17 09:27:42,158:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:27:45,321:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.162569 seconds ...[0m
2023-09-17 09:27:45,369:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08189[0m
2023-09-17 09:27:45,370:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:27:45,370:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:27:48,420:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.050594 seconds ...[0m
2023-09-17 09:27:48,542:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08317[0m
2023-09-17 09:27:48,542:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:27:48,542:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:27:51,587:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044787 seconds ...[0m
2023-09-17 09:27:51,936:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.08413[0m
2023-09-17 09:27:51,936:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:27:51,936:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:27:54,764:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.827547 seconds ...[0m
2023-09-17 09:27:54,798:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08314[0m
2023-09-17 09:27:54,799:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:27:54,799:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:27:57,900:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.101433 seconds ...[0m
2023-09-17 09:28:00,191:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.255477 seconds ...[0m
2023-09-17 09:28:00,192:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08448[0m
2023-09-17 09:28:00,192:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0301 || HITRATE@10 Avg: 0.0500 || NDCG@5 Avg: 0.0185 || NDCG@10 Avg: 0.0249[0m
2023-09-17 09:28:00,192:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:28:03,257:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.064532 seconds ...[0m
2023-09-17 09:28:03,293:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08263[0m
2023-09-17 09:28:03,293:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:28:03,293:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:28:06,344:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.051220 seconds ...[0m
2023-09-17 09:28:06,381:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08429[0m
2023-09-17 09:28:06,381:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:28:06,382:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:28:09,368:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.985882 seconds ...[0m
2023-09-17 09:28:09,409:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08287[0m
2023-09-17 09:28:09,409:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:28:09,409:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:28:12,152:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.742349 seconds ...[0m
2023-09-17 09:28:12,192:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08215[0m
2023-09-17 09:28:12,192:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:28:12,192:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:28:15,382:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.189787 seconds ...[0m
2023-09-17 09:28:17,889:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.466326 seconds ...[0m
2023-09-17 09:28:17,889:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08199[0m
2023-09-17 09:28:17,889:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0275[0m
2023-09-17 09:28:17,889:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:28:21,063:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.173993 seconds ...[0m
2023-09-17 09:28:21,104:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08294[0m
2023-09-17 09:28:21,104:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:28:21,105:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:28:24,206:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.101674 seconds ...[0m
2023-09-17 09:28:24,243:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08182[0m
2023-09-17 09:28:24,243:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:28:24,243:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:28:27,259:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.015575 seconds ...[0m
2023-09-17 09:28:27,296:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08244[0m
2023-09-17 09:28:27,296:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:28:27,296:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:28:30,006:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.709805 seconds ...[0m
2023-09-17 09:28:30,058:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08426[0m
2023-09-17 09:28:30,058:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:28:30,059:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:28:33,127:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.068272 seconds ...[0m
2023-09-17 09:28:35,548:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.390804 seconds ...[0m
2023-09-17 09:28:35,548:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0288*** [0m
2023-09-17 09:28:35,559:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08355[0m
2023-09-17 09:28:35,559:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0288[0m
2023-09-17 09:28:35,559:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:28:38,621:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.060941 seconds ...[0m
2023-09-17 09:28:38,670:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08272[0m
2023-09-17 09:28:38,670:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:28:38,670:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:28:41,715:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.044390 seconds ...[0m
2023-09-17 09:28:41,753:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08134[0m
2023-09-17 09:28:41,754:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:28:41,754:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:28:44,707:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.953288 seconds ...[0m
2023-09-17 09:28:44,748:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08352[0m
2023-09-17 09:28:44,749:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:28:44,749:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:28:47,208:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.458682 seconds ...[0m
2023-09-17 09:28:47,251:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08374[0m
2023-09-17 09:28:47,252:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:28:47,252:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:28:50,162:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.910229 seconds ...[0m
2023-09-17 09:28:52,371:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.156317 seconds ...[0m
2023-09-17 09:28:52,371:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08215[0m
2023-09-17 09:28:52,371:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0309 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0190 || NDCG@10 Avg: 0.0259[0m
2023-09-17 09:28:52,371:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:28:55,086:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.714576 seconds ...[0m
2023-09-17 09:28:55,125:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08206[0m
2023-09-17 09:28:55,126:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:28:55,126:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:28:57,825:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.698812 seconds ...[0m
2023-09-17 09:28:57,860:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08270[0m
2023-09-17 09:28:57,860:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:28:57,860:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:29:00,519:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.658746 seconds ...[0m
2023-09-17 09:29:00,555:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08143[0m
2023-09-17 09:29:00,555:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:29:00,555:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:29:03,121:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.565670 seconds ...[0m
2023-09-17 09:29:03,158:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08097[0m
2023-09-17 09:29:03,158:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:29:03,158:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:29:05,795:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.636461 seconds ...[0m
2023-09-17 09:29:08,157:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.322541 seconds ...[0m
2023-09-17 09:29:08,157:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08052[0m
2023-09-17 09:29:08,158:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0279[0m
2023-09-17 09:29:08,158:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:29:10,923:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.765066 seconds ...[0m
2023-09-17 09:29:10,965:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08165[0m
2023-09-17 09:29:10,965:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:29:10,965:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:29:13,681:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.715293 seconds ...[0m
2023-09-17 09:29:13,733:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08028[0m
2023-09-17 09:29:13,734:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:29:13,734:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:29:16,606:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.872479 seconds ...[0m
2023-09-17 09:29:16,645:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08182[0m
2023-09-17 09:29:16,645:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:29:16,645:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:29:19,319:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.673184 seconds ...[0m
2023-09-17 09:29:19,356:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08036[0m
2023-09-17 09:29:19,357:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:29:19,357:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:29:21,920:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.563636 seconds ...[0m
2023-09-17 09:29:24,126:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.171037 seconds ...[0m
2023-09-17 09:29:24,127:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08216[0m
2023-09-17 09:29:24,127:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0284[0m
2023-09-17 09:29:24,127:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:29:27,004:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.876280 seconds ...[0m
2023-09-17 09:29:27,051:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08442[0m
2023-09-17 09:29:27,051:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:29:27,051:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:29:29,865:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.813155 seconds ...[0m
2023-09-17 09:29:29,902:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08064[0m
2023-09-17 09:29:29,902:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:29:29,903:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:29:32,679:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.776019 seconds ...[0m
2023-09-17 09:29:32,713:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08235[0m
2023-09-17 09:29:32,713:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:29:32,713:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:29:35,389:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.675287 seconds ...[0m
2023-09-17 09:29:35,441:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08142[0m
2023-09-17 09:29:35,441:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:29:35,441:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:29:38,047:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.605433 seconds ...[0m
2023-09-17 09:29:40,431:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.348574 seconds ...[0m
2023-09-17 09:29:40,432:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08163[0m
2023-09-17 09:29:40,432:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0341 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0278[0m
2023-09-17 09:29:40,432:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:29:43,234:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.802353 seconds ...[0m
2023-09-17 09:29:43,271:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08205[0m
2023-09-17 09:29:43,272:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:29:43,272:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:29:46,009:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.737500 seconds ...[0m
2023-09-17 09:29:46,057:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08093[0m
2023-09-17 09:29:46,057:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:29:46,057:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:29:48,910:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.852615 seconds ...[0m
2023-09-17 09:29:48,947:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08091[0m
2023-09-17 09:29:48,947:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:29:48,947:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:29:51,686:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.738558 seconds ...[0m
2023-09-17 09:29:51,724:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08133[0m
2023-09-17 09:29:51,724:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:29:51,724:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:29:54,221:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.497434 seconds ...[0m
2023-09-17 09:29:56,632:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.374657 seconds ...[0m
2023-09-17 09:29:56,632:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08133[0m
2023-09-17 09:29:56,632:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0325 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0271[0m
2023-09-17 09:29:56,633:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:29:59,599:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.966120 seconds ...[0m
2023-09-17 09:29:59,641:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08065[0m
2023-09-17 09:29:59,641:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:29:59,641:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:30:02,561:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.919098 seconds ...[0m
2023-09-17 09:30:02,606:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08203[0m
2023-09-17 09:30:02,606:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:30:02,606:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:30:05,434:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.828362 seconds ...[0m
2023-09-17 09:30:05,470:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08204[0m
2023-09-17 09:30:05,470:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:30:05,470:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:30:08,389:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.919106 seconds ...[0m
2023-09-17 09:30:08,432:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08033[0m
2023-09-17 09:30:08,432:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:30:08,432:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:30:10,975:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.543476 seconds ...[0m
2023-09-17 09:30:13,336:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.351709 seconds ...[0m
2023-09-17 09:30:15,426:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 2.089754 seconds ...[0m
2023-09-17 09:30:15,426:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.07994[0m
2023-09-17 09:30:15,427:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0330 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0277[0m
2023-09-17 09:30:15,427:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0287 || HITRATE@10 Avg: 0.0458 || NDCG@5 Avg: 0.0185 || NDCG@10 Avg: 0.0240[0m
2023-09-17 09:30:17,039:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.079935     299
1   valid   HITRATE@1  0.009891     270
2   valid   HITRATE@5  0.035287     270
3   valid  HITRATE@10  0.055018     285
4   valid      NDCG@5  0.022789     270
5   valid     NDCG@10  0.028788     270
6    test   HITRATE@1  0.008603       0
7    test   HITRATE@5  0.028745       0
8    test  HITRATE@10  0.045796       0
9    test      NDCG@5  0.018517       0
10   test     NDCG@10  0.023973       0[0m
2023-09-17 09:30:17,039:	[1;35m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/1-0917091242[0m
2023-09-17 09:30:17,140:	[1;35m[Wall TIME] >>> Coach.summary takes 1.712984 seconds ...[0m
2023-09-17 09:30:17,140:	[1;35m[Coach] >>> Load best model @Epoch 270  [0m
2023-09-17 09:30:19,489:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.344567 seconds ...[0m
2023-09-17 09:30:21,701:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 2.211223 seconds ...[0m
2023-09-17 09:30:21,701:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>> [0m
2023-09-17 09:30:21,701:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0288[0m
2023-09-17 09:30:21,701:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0273 || HITRATE@10 Avg: 0.0439 || NDCG@5 Avg: 0.0175 || NDCG@10 Avg: 0.0229[0m
2023-09-17 09:30:21,707:	[1;35m[Wall TIME] >>> Coach.fit takes 1051.372777 seconds ...[0m
