2023-09-17 09:53:47,242:	========================================================================
2023-09-17 09:53:47,243:	========================================================================
2023-09-17 09:53:47,243:	========================================================================
2023-09-17 09:53:47,243:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:53:47,243:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-17 09:53:47,244:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 4] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Tools-5] 
[root: ../../data] 
[dataset: AmazonTools_550_Chron] 
[config: configs/AmazonTools_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.005] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917095344] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.5] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Tools-5/AmazonTools_550_Chron/3] 
[LOG_PATH: ./logs/Tools-5/AmazonTools_550_Chron/3-0917095344] 
[0m
2023-09-17 09:53:47,244:	[1;33m[Wall TIME] >>> Parser.compile takes 0.005316 seconds ...[0m
2023-09-17 09:53:47,251:	[1;33m[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:53:47,324:	[1;33m+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:53:47,325:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.080182 seconds ...[0m
2023-09-17 09:53:47,629:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.061329 seconds ...[0m
2023-09-17 09:53:47,694:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.063652 seconds ...[0m
2023-09-17 09:53:47,849:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.155050 seconds ...[0m
2023-09-17 09:53:51,167:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:53:51,171:	[1;33m[Wall TIME] >>> Coach.compile takes 0.004599 seconds ...[0m
2023-09-17 09:53:52,733:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.541749 seconds ...[0m
2023-09-17 09:53:52,733:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0007*** [0m
2023-09-17 09:53:52,740:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:53:52,741:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0010 || HITRATE@10 Avg: 0.0014 || NDCG@5 Avg: 0.0006 || NDCG@10 Avg: 0.0007[0m
2023-09-17 09:53:52,741:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:53:55,035:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.293852 seconds ...[0m
2023-09-17 09:53:55,084:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.60092[0m
2023-09-17 09:53:55,085:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:53:55,085:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:53:57,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.119101 seconds ...[0m
2023-09-17 09:53:57,238:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.48734[0m
2023-09-17 09:53:57,238:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:53:57,238:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:53:59,395:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156524 seconds ...[0m
2023-09-17 09:53:59,429:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.41772[0m
2023-09-17 09:53:59,429:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:53:59,429:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:54:01,654:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.224582 seconds ...[0m
2023-09-17 09:54:01,687:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.37804[0m
2023-09-17 09:54:01,687:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:54:01,687:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:54:03,744:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.056722 seconds ...[0m
2023-09-17 09:54:05,283:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.492125 seconds ...[0m
2023-09-17 09:54:05,283:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0106*** [0m
2023-09-17 09:54:05,292:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.34474[0m
2023-09-17 09:54:05,292:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0033 || HITRATE@5 Avg: 0.0124 || HITRATE@10 Avg: 0.0214 || NDCG@5 Avg: 0.0077 || NDCG@10 Avg: 0.0106[0m
2023-09-17 09:54:05,292:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:54:07,423:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130557 seconds ...[0m
2023-09-17 09:54:07,459:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.31820[0m
2023-09-17 09:54:07,459:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:54:07,459:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:54:09,580:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121366 seconds ...[0m
2023-09-17 09:54:09,611:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.29869[0m
2023-09-17 09:54:09,612:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:54:09,612:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:54:11,772:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.159832 seconds ...[0m
2023-09-17 09:54:11,807:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.27969[0m
2023-09-17 09:54:11,807:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:54:11,807:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:54:14,062:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.254863 seconds ...[0m
2023-09-17 09:54:14,104:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.26822[0m
2023-09-17 09:54:14,104:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:54:14,104:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:54:16,189:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.084592 seconds ...[0m
2023-09-17 09:54:17,807:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.574991 seconds ...[0m
2023-09-17 09:54:17,808:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0132*** [0m
2023-09-17 09:54:17,822:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.25649[0m
2023-09-17 09:54:17,822:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0045 || HITRATE@5 Avg: 0.0160 || HITRATE@10 Avg: 0.0255 || NDCG@5 Avg: 0.0102 || NDCG@10 Avg: 0.0132[0m
2023-09-17 09:54:17,822:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:54:19,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.158256 seconds ...[0m
2023-09-17 09:54:20,015:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.24346[0m
2023-09-17 09:54:20,015:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:54:20,015:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:54:22,176:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.160348 seconds ...[0m
2023-09-17 09:54:22,209:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.23867[0m
2023-09-17 09:54:22,209:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:54:22,210:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:54:24,416:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.205867 seconds ...[0m
2023-09-17 09:54:24,451:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.22994[0m
2023-09-17 09:54:24,451:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:54:24,451:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:54:26,537:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.085941 seconds ...[0m
2023-09-17 09:54:26,572:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.22628[0m
2023-09-17 09:54:26,572:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:54:26,572:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:54:28,721:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148301 seconds ...[0m
2023-09-17 09:54:30,296:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.541303 seconds ...[0m
2023-09-17 09:54:30,296:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.22246[0m
2023-09-17 09:54:30,296:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0027 || HITRATE@5 Avg: 0.0145 || HITRATE@10 Avg: 0.0265 || NDCG@5 Avg: 0.0085 || NDCG@10 Avg: 0.0123[0m
2023-09-17 09:54:30,297:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:54:32,348:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.051433 seconds ...[0m
2023-09-17 09:54:32,381:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.21644[0m
2023-09-17 09:54:32,382:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:54:32,382:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:54:34,559:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176788 seconds ...[0m
2023-09-17 09:54:34,601:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.21015[0m
2023-09-17 09:54:34,601:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:54:34,602:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:54:36,802:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200514 seconds ...[0m
2023-09-17 09:54:36,836:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21323[0m
2023-09-17 09:54:36,836:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:54:36,837:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:54:38,950:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.113563 seconds ...[0m
2023-09-17 09:54:38,989:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.20986[0m
2023-09-17 09:54:38,989:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:54:38,989:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:54:41,130:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140358 seconds ...[0m
2023-09-17 09:54:42,710:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.544469 seconds ...[0m
2023-09-17 09:54:42,710:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20364[0m
2023-09-17 09:54:42,710:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0034 || HITRATE@5 Avg: 0.0155 || HITRATE@10 Avg: 0.0259 || NDCG@5 Avg: 0.0093 || NDCG@10 Avg: 0.0126[0m
2023-09-17 09:54:42,711:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:54:44,871:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.160406 seconds ...[0m
2023-09-17 09:54:44,910:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20068[0m
2023-09-17 09:54:44,911:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:54:44,911:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:54:46,965:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.054507 seconds ...[0m
2023-09-17 09:54:47,002:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19895[0m
2023-09-17 09:54:47,002:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:54:47,002:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:54:49,107:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104059 seconds ...[0m
2023-09-17 09:54:49,140:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19854[0m
2023-09-17 09:54:49,140:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:54:49,140:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:54:51,360:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.219862 seconds ...[0m
2023-09-17 09:54:51,393:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19761[0m
2023-09-17 09:54:51,393:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:54:51,394:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:54:53,686:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.292576 seconds ...[0m
2023-09-17 09:54:55,205:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.480164 seconds ...[0m
2023-09-17 09:54:55,206:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.18989[0m
2023-09-17 09:54:55,209:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0020 || HITRATE@5 Avg: 0.0132 || HITRATE@10 Avg: 0.0243 || NDCG@5 Avg: 0.0074 || NDCG@10 Avg: 0.0110[0m
2023-09-17 09:54:55,209:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:54:57,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.225039 seconds ...[0m
2023-09-17 09:54:57,471:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18939[0m
2023-09-17 09:54:57,471:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:54:57,471:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:54:59,714:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.242552 seconds ...[0m
2023-09-17 09:54:59,748:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18946[0m
2023-09-17 09:54:59,748:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:54:59,748:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:55:01,844:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.095992 seconds ...[0m
2023-09-17 09:55:01,889:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18738[0m
2023-09-17 09:55:01,889:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:55:01,889:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:55:04,087:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.197949 seconds ...[0m
2023-09-17 09:55:04,129:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.18440[0m
2023-09-17 09:55:04,130:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:55:04,130:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:55:06,337:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.207142 seconds ...[0m
2023-09-17 09:55:07,873:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.496333 seconds ...[0m
2023-09-17 09:55:07,873:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.18085[0m
2023-09-17 09:55:07,873:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0032 || HITRATE@5 Avg: 0.0145 || HITRATE@10 Avg: 0.0260 || NDCG@5 Avg: 0.0088 || NDCG@10 Avg: 0.0125[0m
2023-09-17 09:55:07,873:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:55:10,039:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.165386 seconds ...[0m
2023-09-17 09:55:10,074:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.18368[0m
2023-09-17 09:55:10,075:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:55:10,075:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:55:12,400:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.324930 seconds ...[0m
2023-09-17 09:55:12,436:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.18086[0m
2023-09-17 09:55:12,436:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:55:12,436:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:55:14,470:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.032978 seconds ...[0m
2023-09-17 09:55:14,506:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.17993[0m
2023-09-17 09:55:14,506:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:55:14,507:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:55:16,598:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.091049 seconds ...[0m
2023-09-17 09:55:16,632:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.18086[0m
2023-09-17 09:55:16,633:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:55:16,633:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:55:18,754:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.120665 seconds ...[0m
2023-09-17 09:55:20,308:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.515153 seconds ...[0m
2023-09-17 09:55:20,308:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0142*** [0m
2023-09-17 09:55:20,318:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.18176[0m
2023-09-17 09:55:20,318:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0031 || HITRATE@5 Avg: 0.0170 || HITRATE@10 Avg: 0.0295 || NDCG@5 Avg: 0.0102 || NDCG@10 Avg: 0.0142[0m
2023-09-17 09:55:20,318:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:55:22,504:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.185685 seconds ...[0m
2023-09-17 09:55:22,540:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.17415[0m
2023-09-17 09:55:22,540:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:55:22,540:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:55:24,737:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.196507 seconds ...[0m
2023-09-17 09:55:24,769:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.17651[0m
2023-09-17 09:55:24,769:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:55:24,769:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:55:27,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.271755 seconds ...[0m
2023-09-17 09:55:27,075:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.17311[0m
2023-09-17 09:55:27,075:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:55:27,075:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:55:29,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128592 seconds ...[0m
2023-09-17 09:55:29,249:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.17297[0m
2023-09-17 09:55:29,249:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:55:29,250:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:55:31,411:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.161412 seconds ...[0m
2023-09-17 09:55:32,934:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.476849 seconds ...[0m
2023-09-17 09:55:32,935:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.17535[0m
2023-09-17 09:55:32,935:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0163 || HITRATE@10 Avg: 0.0293 || NDCG@5 Avg: 0.0098 || NDCG@10 Avg: 0.0140[0m
2023-09-17 09:55:32,935:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:55:35,072:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.136888 seconds ...[0m
2023-09-17 09:55:35,105:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.17078[0m
2023-09-17 09:55:35,105:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:55:35,105:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:55:37,254:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148699 seconds ...[0m
2023-09-17 09:55:37,288:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17112[0m
2023-09-17 09:55:37,289:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:55:37,289:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:55:39,407:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.118351 seconds ...[0m
2023-09-17 09:55:39,439:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17137[0m
2023-09-17 09:55:39,439:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:55:39,439:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:55:41,657:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.218132 seconds ...[0m
2023-09-17 09:55:41,691:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17000[0m
2023-09-17 09:55:41,691:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:55:41,692:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:55:43,881:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189639 seconds ...[0m
2023-09-17 09:55:45,505:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.587433 seconds ...[0m
2023-09-17 09:55:45,505:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0144*** [0m
2023-09-17 09:55:45,515:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.16919[0m
2023-09-17 09:55:45,515:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0039 || HITRATE@5 Avg: 0.0171 || HITRATE@10 Avg: 0.0300 || NDCG@5 Avg: 0.0103 || NDCG@10 Avg: 0.0144[0m
2023-09-17 09:55:45,515:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:55:47,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.139827 seconds ...[0m
2023-09-17 09:55:47,688:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.16603[0m
2023-09-17 09:55:47,688:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:55:47,688:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:55:49,813:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125146 seconds ...[0m
2023-09-17 09:55:49,847:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.16944[0m
2023-09-17 09:55:49,848:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:55:49,848:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:55:52,059:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.211501 seconds ...[0m
2023-09-17 09:55:52,102:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16836[0m
2023-09-17 09:55:52,102:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:55:52,102:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:55:54,200:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.098077 seconds ...[0m
2023-09-17 09:55:54,235:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16922[0m
2023-09-17 09:55:54,235:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:55:54,235:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:55:56,284:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.049189 seconds ...[0m
2023-09-17 09:55:57,788:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.471318 seconds ...[0m
2023-09-17 09:55:57,789:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16357[0m
2023-09-17 09:55:57,789:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0029 || HITRATE@5 Avg: 0.0150 || HITRATE@10 Avg: 0.0288 || NDCG@5 Avg: 0.0088 || NDCG@10 Avg: 0.0132[0m
2023-09-17 09:55:57,789:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:55:59,826:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.036591 seconds ...[0m
2023-09-17 09:55:59,856:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16351[0m
2023-09-17 09:55:59,857:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:55:59,857:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:56:01,892:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.035313 seconds ...[0m
2023-09-17 09:56:01,930:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16560[0m
2023-09-17 09:56:01,930:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:56:01,930:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:56:04,171:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.240210 seconds ...[0m
2023-09-17 09:56:04,204:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16465[0m
2023-09-17 09:56:04,204:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:56:04,204:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:56:06,334:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129360 seconds ...[0m
2023-09-17 09:56:06,365:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.16397[0m
2023-09-17 09:56:06,365:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:56:06,365:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:56:08,528:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162608 seconds ...[0m
2023-09-17 09:56:10,093:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.524229 seconds ...[0m
2023-09-17 09:56:10,094:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.16387[0m
2023-09-17 09:56:10,094:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0040 || HITRATE@5 Avg: 0.0168 || HITRATE@10 Avg: 0.0288 || NDCG@5 Avg: 0.0105 || NDCG@10 Avg: 0.0144[0m
2023-09-17 09:56:10,094:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:56:12,168:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074127 seconds ...[0m
2023-09-17 09:56:12,201:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.16371[0m
2023-09-17 09:56:12,201:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:56:12,202:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:56:14,357:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.155041 seconds ...[0m
2023-09-17 09:56:14,389:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.16277[0m
2023-09-17 09:56:14,389:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:56:14,389:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:56:16,513:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.123562 seconds ...[0m
2023-09-17 09:56:16,554:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.16370[0m
2023-09-17 09:56:16,554:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:56:16,554:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:56:18,822:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.266876 seconds ...[0m
2023-09-17 09:56:18,856:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.16288[0m
2023-09-17 09:56:18,856:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:56:18,856:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:56:21,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.147822 seconds ...[0m
2023-09-17 09:56:22,529:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.494203 seconds ...[0m
2023-09-17 09:56:22,531:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.16467[0m
2023-09-17 09:56:22,531:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0034 || HITRATE@5 Avg: 0.0141 || HITRATE@10 Avg: 0.0267 || NDCG@5 Avg: 0.0086 || NDCG@10 Avg: 0.0126[0m
2023-09-17 09:56:22,531:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:56:24,510:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.978001 seconds ...[0m
2023-09-17 09:56:24,544:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.16013[0m
2023-09-17 09:56:24,544:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:56:24,544:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:56:26,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.213905 seconds ...[0m
2023-09-17 09:56:26,802:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.16199[0m
2023-09-17 09:56:26,802:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:56:26,802:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:56:29,070:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.267563 seconds ...[0m
2023-09-17 09:56:29,104:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.16238[0m
2023-09-17 09:56:29,105:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:56:29,105:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:56:31,308:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.203463 seconds ...[0m
2023-09-17 09:56:31,355:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.16246[0m
2023-09-17 09:56:31,355:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:56:31,356:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:56:33,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125366 seconds ...[0m
2023-09-17 09:56:35,129:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.614367 seconds ...[0m
2023-09-17 09:56:35,129:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0147*** [0m
2023-09-17 09:56:35,143:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.15928[0m
2023-09-17 09:56:35,143:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0181 || HITRATE@10 Avg: 0.0305 || NDCG@5 Avg: 0.0107 || NDCG@10 Avg: 0.0147[0m
2023-09-17 09:56:35,143:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:56:37,299:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.155572 seconds ...[0m
2023-09-17 09:56:37,342:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.15852[0m
2023-09-17 09:56:37,342:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:56:37,342:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:56:39,445:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.102847 seconds ...[0m
2023-09-17 09:56:39,481:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.16049[0m
2023-09-17 09:56:39,481:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:56:39,481:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:56:41,653:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.171484 seconds ...[0m
2023-09-17 09:56:41,686:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.15907[0m
2023-09-17 09:56:41,686:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:56:41,686:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:56:43,887:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200887 seconds ...[0m
2023-09-17 09:56:43,921:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.15792[0m
2023-09-17 09:56:43,922:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:56:43,922:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:56:46,054:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.132058 seconds ...[0m
2023-09-17 09:56:47,654:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.552386 seconds ...[0m
2023-09-17 09:56:47,654:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.16228[0m
2023-09-17 09:56:47,655:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0027 || HITRATE@5 Avg: 0.0180 || HITRATE@10 Avg: 0.0304 || NDCG@5 Avg: 0.0104 || NDCG@10 Avg: 0.0144[0m
2023-09-17 09:56:47,655:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:56:49,752:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.097193 seconds ...[0m
2023-09-17 09:56:49,787:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.15882[0m
2023-09-17 09:56:49,787:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:56:49,787:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:56:51,810:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.022676 seconds ...[0m
2023-09-17 09:56:51,841:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.15715[0m
2023-09-17 09:56:51,841:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:56:51,841:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:56:54,096:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.254433 seconds ...[0m
2023-09-17 09:56:54,131:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.15918[0m
2023-09-17 09:56:54,131:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:56:54,131:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:56:56,288:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156916 seconds ...[0m
2023-09-17 09:56:56,328:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.15623[0m
2023-09-17 09:56:56,329:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:56:56,329:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:56:58,460:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131392 seconds ...[0m
2023-09-17 09:57:00,042:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.548148 seconds ...[0m
2023-09-17 09:57:00,043:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0154*** [0m
2023-09-17 09:57:00,056:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.15833[0m
2023-09-17 09:57:00,057:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0188 || HITRATE@10 Avg: 0.0308 || NDCG@5 Avg: 0.0115 || NDCG@10 Avg: 0.0154[0m
2023-09-17 09:57:00,057:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:57:02,312:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.254807 seconds ...[0m
2023-09-17 09:57:02,347:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.15566[0m
2023-09-17 09:57:02,348:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:57:02,348:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:57:04,362:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.014132 seconds ...[0m
2023-09-17 09:57:04,393:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.15998[0m
2023-09-17 09:57:04,393:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:57:04,393:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:57:06,526:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.132053 seconds ...[0m
2023-09-17 09:57:06,559:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.15965[0m
2023-09-17 09:57:06,559:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:57:06,559:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:57:08,677:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.117648 seconds ...[0m
2023-09-17 09:57:08,708:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.15729[0m
2023-09-17 09:57:08,708:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:57:08,709:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:57:10,886:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177181 seconds ...[0m
2023-09-17 09:57:12,456:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.538225 seconds ...[0m
2023-09-17 09:57:12,457:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.15541[0m
2023-09-17 09:57:12,457:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0317 || NDCG@5 Avg: 0.0113 || NDCG@10 Avg: 0.0153[0m
2023-09-17 09:57:12,457:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:57:14,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.132168 seconds ...[0m
2023-09-17 09:57:14,622:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.15600[0m
2023-09-17 09:57:14,623:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:57:14,623:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:57:16,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.193458 seconds ...[0m
2023-09-17 09:57:16,849:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.15662[0m
2023-09-17 09:57:16,849:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:57:16,849:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:57:18,813:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.964069 seconds ...[0m
2023-09-17 09:57:18,916:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.15576[0m
2023-09-17 09:57:18,916:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:57:18,916:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:57:21,141:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.223823 seconds ...[0m
2023-09-17 09:57:21,175:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.15576[0m
2023-09-17 09:57:21,175:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:57:21,175:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:57:23,235:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.060022 seconds ...[0m
2023-09-17 09:57:24,828:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.557547 seconds ...[0m
2023-09-17 09:57:24,829:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.15464[0m
2023-09-17 09:57:24,830:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0044 || HITRATE@5 Avg: 0.0189 || HITRATE@10 Avg: 0.0298 || NDCG@5 Avg: 0.0117 || NDCG@10 Avg: 0.0153[0m
2023-09-17 09:57:24,831:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:57:26,979:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.147777 seconds ...[0m
2023-09-17 09:57:27,013:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.15638[0m
2023-09-17 09:57:27,014:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:57:27,014:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:57:29,137:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.123276 seconds ...[0m
2023-09-17 09:57:29,168:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.15295[0m
2023-09-17 09:57:29,168:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:57:29,168:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:57:31,302:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133637 seconds ...[0m
2023-09-17 09:57:31,334:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.15226[0m
2023-09-17 09:57:31,334:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:57:31,334:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:57:33,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.219572 seconds ...[0m
2023-09-17 09:57:33,588:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.15714[0m
2023-09-17 09:57:33,588:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:57:33,589:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:57:35,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.170980 seconds ...[0m
2023-09-17 09:57:37,247:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.454633 seconds ...[0m
2023-09-17 09:57:37,247:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0169*** [0m
2023-09-17 09:57:37,257:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.15266[0m
2023-09-17 09:57:37,257:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0203 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0169[0m
2023-09-17 09:57:37,257:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:57:39,397:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.139851 seconds ...[0m
2023-09-17 09:57:39,430:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.15305[0m
2023-09-17 09:57:39,430:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:57:39,430:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:57:41,635:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.204637 seconds ...[0m
2023-09-17 09:57:41,676:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.15357[0m
2023-09-17 09:57:41,676:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:57:41,676:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:57:43,927:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.250460 seconds ...[0m
2023-09-17 09:57:43,967:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.15391[0m
2023-09-17 09:57:43,968:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:57:43,968:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:57:46,111:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.143017 seconds ...[0m
2023-09-17 09:57:46,155:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.15208[0m
2023-09-17 09:57:46,155:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:57:46,155:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:57:48,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.109012 seconds ...[0m
2023-09-17 09:57:49,851:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.554774 seconds ...[0m
2023-09-17 09:57:49,851:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.15444[0m
2023-09-17 09:57:49,851:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0177 || HITRATE@10 Avg: 0.0316 || NDCG@5 Avg: 0.0106 || NDCG@10 Avg: 0.0150[0m
2023-09-17 09:57:49,851:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:57:51,956:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104194 seconds ...[0m
2023-09-17 09:57:51,992:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.15117[0m
2023-09-17 09:57:51,992:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:57:51,992:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:57:54,192:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.199283 seconds ...[0m
2023-09-17 09:57:54,223:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.15241[0m
2023-09-17 09:57:54,223:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:57:54,224:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:57:56,311:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.086909 seconds ...[0m
2023-09-17 09:57:56,342:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.15443[0m
2023-09-17 09:57:56,343:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:57:56,343:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:57:58,500:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157553 seconds ...[0m
2023-09-17 09:57:58,534:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.14890[0m
2023-09-17 09:57:58,534:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:57:58,534:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:58:00,619:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.084355 seconds ...[0m
2023-09-17 09:58:02,165:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.513043 seconds ...[0m
2023-09-17 09:58:02,166:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0171*** [0m
2023-09-17 09:58:02,178:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.15291[0m
2023-09-17 09:58:02,178:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0048 || HITRATE@5 Avg: 0.0218 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0171[0m
2023-09-17 09:58:02,178:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:58:04,328:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149949 seconds ...[0m
2023-09-17 09:58:04,364:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.15131[0m
2023-09-17 09:58:04,364:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:58:04,364:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:58:06,603:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.238292 seconds ...[0m
2023-09-17 09:58:06,635:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.15411[0m
2023-09-17 09:58:06,636:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:58:06,636:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:58:08,718:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.082340 seconds ...[0m
2023-09-17 09:58:08,751:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.15140[0m
2023-09-17 09:58:08,751:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:58:08,752:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:58:10,946:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.194491 seconds ...[0m
2023-09-17 09:58:10,987:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.15163[0m
2023-09-17 09:58:10,987:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:58:10,987:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:58:13,194:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.206470 seconds ...[0m
2023-09-17 09:58:14,768:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.541614 seconds ...[0m
2023-09-17 09:58:14,769:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.15531[0m
2023-09-17 09:58:14,769:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0200 || HITRATE@10 Avg: 0.0341 || NDCG@5 Avg: 0.0121 || NDCG@10 Avg: 0.0167[0m
2023-09-17 09:58:14,769:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:58:16,987:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.218179 seconds ...[0m
2023-09-17 09:58:17,021:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.15118[0m
2023-09-17 09:58:17,021:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:58:17,022:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:58:19,248:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.226536 seconds ...[0m
2023-09-17 09:58:19,283:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.15246[0m
2023-09-17 09:58:19,283:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:58:19,283:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:58:21,346:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.063066 seconds ...[0m
2023-09-17 09:58:21,379:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.14857[0m
2023-09-17 09:58:21,380:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:58:21,380:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:58:23,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131546 seconds ...[0m
2023-09-17 09:58:23,544:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.14584[0m
2023-09-17 09:58:23,544:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:58:23,544:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:58:25,728:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.182977 seconds ...[0m
2023-09-17 09:58:27,280:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.515967 seconds ...[0m
2023-09-17 09:58:27,280:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0180*** [0m
2023-09-17 09:58:27,290:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.14913[0m
2023-09-17 09:58:27,290:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0225 || HITRATE@10 Avg: 0.0357 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0180[0m
2023-09-17 09:58:27,290:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:58:29,488:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.197662 seconds ...[0m
2023-09-17 09:58:29,522:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.15102[0m
2023-09-17 09:58:29,522:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:58:29,522:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:58:31,670:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148125 seconds ...[0m
2023-09-17 09:58:31,706:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.14931[0m
2023-09-17 09:58:31,706:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:58:31,706:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:58:33,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.122149 seconds ...[0m
2023-09-17 09:58:33,862:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.15064[0m
2023-09-17 09:58:33,862:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:58:33,862:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:58:36,050:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.187963 seconds ...[0m
2023-09-17 09:58:36,082:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.14834[0m
2023-09-17 09:58:36,082:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:58:36,082:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:58:38,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.190511 seconds ...[0m
2023-09-17 09:58:39,896:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.590685 seconds ...[0m
2023-09-17 09:58:39,897:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0191*** [0m
2023-09-17 09:58:39,905:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.14870[0m
2023-09-17 09:58:39,905:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0370 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0191[0m
2023-09-17 09:58:39,905:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:58:41,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.025625 seconds ...[0m
2023-09-17 09:58:41,968:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.15036[0m
2023-09-17 09:58:41,968:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:58:41,968:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:58:44,104:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.135453 seconds ...[0m
2023-09-17 09:58:44,138:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.15027[0m
2023-09-17 09:58:44,138:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:58:44,138:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:58:46,318:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.179529 seconds ...[0m
2023-09-17 09:58:46,356:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.15184[0m
2023-09-17 09:58:46,357:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:58:46,357:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:58:48,478:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.120343 seconds ...[0m
2023-09-17 09:58:48,515:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.14995[0m
2023-09-17 09:58:48,515:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:58:48,515:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:58:50,650:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.134722 seconds ...[0m
2023-09-17 09:58:52,314:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.633197 seconds ...[0m
2023-09-17 09:58:52,314:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.14817[0m
2023-09-17 09:58:52,315:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0208 || HITRATE@10 Avg: 0.0344 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0177[0m
2023-09-17 09:58:52,315:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:58:54,430:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.114836 seconds ...[0m
2023-09-17 09:58:54,460:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.14813[0m
2023-09-17 09:58:54,460:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:58:54,461:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:58:56,703:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.242747 seconds ...[0m
2023-09-17 09:58:56,740:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.14760[0m
2023-09-17 09:58:56,740:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:58:56,740:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:58:58,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176666 seconds ...[0m
2023-09-17 09:58:58,951:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.14736[0m
2023-09-17 09:58:58,952:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:58:58,952:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:59:01,046:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.094159 seconds ...[0m
2023-09-17 09:59:01,080:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.14739[0m
2023-09-17 09:59:01,080:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:59:01,080:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:59:03,197:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.117272 seconds ...[0m
2023-09-17 09:59:04,821:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.581973 seconds ...[0m
2023-09-17 09:59:04,821:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.14961[0m
2023-09-17 09:59:04,822:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0364 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0190[0m
2023-09-17 09:59:04,822:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:59:06,960:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.138070 seconds ...[0m
2023-09-17 09:59:06,995:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.14872[0m
2023-09-17 09:59:06,995:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:59:06,995:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:59:09,185:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.190091 seconds ...[0m
2023-09-17 09:59:09,220:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.15136[0m
2023-09-17 09:59:09,221:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:59:09,221:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:59:11,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.187030 seconds ...[0m
2023-09-17 09:59:11,439:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.14877[0m
2023-09-17 09:59:11,440:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:59:11,440:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:59:13,624:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184368 seconds ...[0m
2023-09-17 09:59:13,657:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.14734[0m
2023-09-17 09:59:13,658:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:59:13,658:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:59:15,824:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166157 seconds ...[0m
2023-09-17 09:59:17,376:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.508697 seconds ...[0m
2023-09-17 09:59:17,377:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.14766[0m
2023-09-17 09:59:17,377:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0219 || HITRATE@10 Avg: 0.0343 || NDCG@5 Avg: 0.0131 || NDCG@10 Avg: 0.0171[0m
2023-09-17 09:59:17,377:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 09:59:19,603:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.225032 seconds ...[0m
2023-09-17 09:59:19,648:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.14707[0m
2023-09-17 09:59:19,649:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 09:59:19,649:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 09:59:21,812:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162806 seconds ...[0m
2023-09-17 09:59:21,851:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.14877[0m
2023-09-17 09:59:21,851:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 09:59:21,851:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 09:59:24,072:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.220200 seconds ...[0m
2023-09-17 09:59:24,107:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.14613[0m
2023-09-17 09:59:24,107:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 09:59:24,107:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 09:59:26,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157202 seconds ...[0m
2023-09-17 09:59:26,295:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.14696[0m
2023-09-17 09:59:26,295:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 09:59:26,295:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 09:59:28,417:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121178 seconds ...[0m
2023-09-17 09:59:29,994:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.526699 seconds ...[0m
2023-09-17 09:59:29,995:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.14877[0m
2023-09-17 09:59:29,995:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0350 || NDCG@5 Avg: 0.0129 || NDCG@10 Avg: 0.0175[0m
2023-09-17 09:59:29,995:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 09:59:32,094:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.098783 seconds ...[0m
2023-09-17 09:59:32,132:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.14963[0m
2023-09-17 09:59:32,132:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 09:59:32,133:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 09:59:34,303:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.170438 seconds ...[0m
2023-09-17 09:59:34,337:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.14774[0m
2023-09-17 09:59:34,337:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 09:59:34,337:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 09:59:36,376:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.038842 seconds ...[0m
2023-09-17 09:59:36,408:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.14637[0m
2023-09-17 09:59:36,408:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 09:59:36,408:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 09:59:38,555:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.147458 seconds ...[0m
2023-09-17 09:59:38,598:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.14530[0m
2023-09-17 09:59:38,598:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 09:59:38,598:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 09:59:40,756:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157132 seconds ...[0m
2023-09-17 09:59:42,423:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.625818 seconds ...[0m
2023-09-17 09:59:42,423:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.14580[0m
2023-09-17 09:59:42,423:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0209 || HITRATE@10 Avg: 0.0347 || NDCG@5 Avg: 0.0136 || NDCG@10 Avg: 0.0180[0m
2023-09-17 09:59:42,424:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 09:59:44,620:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.196768 seconds ...[0m
2023-09-17 09:59:44,654:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.14648[0m
2023-09-17 09:59:44,654:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 09:59:44,654:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 09:59:46,783:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128630 seconds ...[0m
2023-09-17 09:59:46,827:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.14676[0m
2023-09-17 09:59:46,827:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 09:59:46,828:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 09:59:49,053:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.225647 seconds ...[0m
2023-09-17 09:59:49,089:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.14741[0m
2023-09-17 09:59:49,090:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 09:59:49,090:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 09:59:51,294:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.204116 seconds ...[0m
2023-09-17 09:59:51,329:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.14713[0m
2023-09-17 09:59:51,329:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 09:59:51,329:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 09:59:53,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152007 seconds ...[0m
2023-09-17 09:59:55,074:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.552254 seconds ...[0m
2023-09-17 09:59:55,074:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.14705[0m
2023-09-17 09:59:55,075:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0224 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0142 || NDCG@10 Avg: 0.0190[0m
2023-09-17 09:59:55,075:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 09:59:57,231:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.155912 seconds ...[0m
2023-09-17 09:59:57,264:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.14821[0m
2023-09-17 09:59:57,264:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 09:59:57,264:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 09:59:59,374:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.109014 seconds ...[0m
2023-09-17 09:59:59,408:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.14904[0m
2023-09-17 09:59:59,408:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 09:59:59,408:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 10:00:01,583:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.174586 seconds ...[0m
2023-09-17 10:00:01,614:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.14821[0m
2023-09-17 10:00:01,614:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 10:00:01,614:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 10:00:03,708:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.093517 seconds ...[0m
2023-09-17 10:00:03,742:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.14766[0m
2023-09-17 10:00:03,743:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 10:00:03,743:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 10:00:05,826:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.082875 seconds ...[0m
2023-09-17 10:00:07,420:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.562749 seconds ...[0m
2023-09-17 10:00:07,421:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.14760[0m
2023-09-17 10:00:07,421:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0048 || HITRATE@5 Avg: 0.0236 || HITRATE@10 Avg: 0.0379 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0189[0m
2023-09-17 10:00:07,421:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 10:00:09,567:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.145761 seconds ...[0m
2023-09-17 10:00:09,598:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.14514[0m
2023-09-17 10:00:09,598:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 10:00:09,598:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 10:00:11,775:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176656 seconds ...[0m
2023-09-17 10:00:11,809:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.14483[0m
2023-09-17 10:00:11,809:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 10:00:11,809:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 10:00:13,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.172090 seconds ...[0m
2023-09-17 10:00:14,019:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.14643[0m
2023-09-17 10:00:14,019:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 10:00:14,019:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 10:00:16,130:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.111158 seconds ...[0m
2023-09-17 10:00:16,164:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.14546[0m
2023-09-17 10:00:16,164:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 10:00:16,164:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 10:00:18,361:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.196309 seconds ...[0m
2023-09-17 10:00:19,956:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.555727 seconds ...[0m
2023-09-17 10:00:19,956:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.14407[0m
2023-09-17 10:00:19,956:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0040 || HITRATE@5 Avg: 0.0189 || HITRATE@10 Avg: 0.0333 || NDCG@5 Avg: 0.0114 || NDCG@10 Avg: 0.0160[0m
2023-09-17 10:00:19,956:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 10:00:22,288:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.331266 seconds ...[0m
2023-09-17 10:00:22,327:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.14258[0m
2023-09-17 10:00:22,327:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 10:00:22,327:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 10:00:24,688:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.360937 seconds ...[0m
2023-09-17 10:00:24,737:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.14311[0m
2023-09-17 10:00:24,737:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 10:00:24,737:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 10:00:26,957:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.219933 seconds ...[0m
2023-09-17 10:00:26,997:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.14473[0m
2023-09-17 10:00:26,997:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 10:00:26,998:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 10:00:29,093:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.094954 seconds ...[0m
2023-09-17 10:00:29,124:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.14395[0m
2023-09-17 10:00:29,125:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 10:00:29,125:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 10:00:31,349:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.224349 seconds ...[0m
2023-09-17 10:00:33,031:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.649796 seconds ...[0m
2023-09-17 10:00:33,031:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.14529[0m
2023-09-17 10:00:33,031:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0351 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0182[0m
2023-09-17 10:00:33,031:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 10:00:35,209:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177320 seconds ...[0m
2023-09-17 10:00:35,244:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.14645[0m
2023-09-17 10:00:35,244:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 10:00:35,244:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 10:00:37,339:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.094905 seconds ...[0m
2023-09-17 10:00:37,374:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.14567[0m
2023-09-17 10:00:37,374:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 10:00:37,374:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 10:00:39,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.060578 seconds ...[0m
2023-09-17 10:00:39,472:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.14375[0m
2023-09-17 10:00:39,473:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 10:00:39,473:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 10:00:41,517:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.044099 seconds ...[0m
2023-09-17 10:00:41,557:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.14299[0m
2023-09-17 10:00:41,557:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 10:00:41,557:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 10:00:43,660:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.102370 seconds ...[0m
2023-09-17 10:00:45,217:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.521917 seconds ...[0m
2023-09-17 10:00:45,218:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.14731[0m
2023-09-17 10:00:45,218:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0219 || HITRATE@10 Avg: 0.0350 || NDCG@5 Avg: 0.0134 || NDCG@10 Avg: 0.0176[0m
2023-09-17 10:00:45,218:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 10:00:47,432:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.214138 seconds ...[0m
2023-09-17 10:00:47,468:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.14512[0m
2023-09-17 10:00:47,468:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 10:00:47,468:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 10:00:49,640:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.171409 seconds ...[0m
2023-09-17 10:00:49,679:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.14515[0m
2023-09-17 10:00:49,680:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 10:00:49,680:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 10:00:51,915:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.234038 seconds ...[0m
2023-09-17 10:00:51,949:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.14574[0m
2023-09-17 10:00:51,949:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 10:00:51,949:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 10:00:54,050:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.100642 seconds ...[0m
2023-09-17 10:00:54,081:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.14261[0m
2023-09-17 10:00:54,081:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 10:00:54,081:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 10:00:56,243:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162066 seconds ...[0m
2023-09-17 10:00:57,781:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.489656 seconds ...[0m
2023-09-17 10:00:57,781:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.14570[0m
2023-09-17 10:00:57,781:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0218 || HITRATE@10 Avg: 0.0355 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0177[0m
2023-09-17 10:00:57,781:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 10:00:59,897:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.115561 seconds ...[0m
2023-09-17 10:00:59,934:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.14685[0m
2023-09-17 10:00:59,934:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 10:00:59,934:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 10:01:02,195:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.260185 seconds ...[0m
2023-09-17 10:01:02,227:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.14512[0m
2023-09-17 10:01:02,227:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 10:01:02,228:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 10:01:04,398:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.169809 seconds ...[0m
2023-09-17 10:01:04,428:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.14720[0m
2023-09-17 10:01:04,428:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 10:01:04,428:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 10:01:06,716:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.287543 seconds ...[0m
2023-09-17 10:01:06,752:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.14431[0m
2023-09-17 10:01:06,752:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 10:01:06,752:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 10:01:08,946:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.193970 seconds ...[0m
2023-09-17 10:01:10,549:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.568883 seconds ...[0m
2023-09-17 10:01:10,549:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.14506[0m
2023-09-17 10:01:10,549:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0215 || HITRATE@10 Avg: 0.0343 || NDCG@5 Avg: 0.0134 || NDCG@10 Avg: 0.0175[0m
2023-09-17 10:01:10,549:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 10:01:12,579:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.029338 seconds ...[0m
2023-09-17 10:01:12,612:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.14492[0m
2023-09-17 10:01:12,613:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 10:01:12,613:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 10:01:14,787:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.174288 seconds ...[0m
2023-09-17 10:01:14,818:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.14401[0m
2023-09-17 10:01:14,818:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 10:01:14,818:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 10:01:17,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.260593 seconds ...[0m
2023-09-17 10:01:17,110:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.14454[0m
2023-09-17 10:01:17,110:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 10:01:17,110:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 10:01:19,425:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.314387 seconds ...[0m
2023-09-17 10:01:19,459:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.14815[0m
2023-09-17 10:01:19,460:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 10:01:19,460:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 10:01:21,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.108248 seconds ...[0m
2023-09-17 10:01:23,201:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.600741 seconds ...[0m
2023-09-17 10:01:23,201:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.14390[0m
2023-09-17 10:01:23,201:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0193 || HITRATE@10 Avg: 0.0329 || NDCG@5 Avg: 0.0124 || NDCG@10 Avg: 0.0168[0m
2023-09-17 10:01:23,201:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 10:01:25,360:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.158372 seconds ...[0m
2023-09-17 10:01:25,394:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.14575[0m
2023-09-17 10:01:25,394:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 10:01:25,394:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 10:01:27,556:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162050 seconds ...[0m
2023-09-17 10:01:27,592:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.14491[0m
2023-09-17 10:01:27,592:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 10:01:27,592:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 10:01:29,764:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.172055 seconds ...[0m
2023-09-17 10:01:29,798:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.14415[0m
2023-09-17 10:01:29,799:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 10:01:29,799:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 10:01:31,869:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.070176 seconds ...[0m
2023-09-17 10:01:31,902:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.14408[0m
2023-09-17 10:01:31,903:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 10:01:31,903:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 10:01:34,083:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.179779 seconds ...[0m
2023-09-17 10:01:35,715:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.598908 seconds ...[0m
2023-09-17 10:01:35,716:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.13933[0m
2023-09-17 10:01:35,716:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0046 || HITRATE@5 Avg: 0.0226 || HITRATE@10 Avg: 0.0364 || NDCG@5 Avg: 0.0136 || NDCG@10 Avg: 0.0180[0m
2023-09-17 10:01:35,716:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 10:01:37,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.134195 seconds ...[0m
2023-09-17 10:01:37,885:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.14258[0m
2023-09-17 10:01:37,885:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 10:01:37,885:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 10:01:40,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.255228 seconds ...[0m
2023-09-17 10:01:40,176:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.14490[0m
2023-09-17 10:01:40,176:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 10:01:40,176:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 10:01:42,355:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.178349 seconds ...[0m
2023-09-17 10:01:42,393:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.14305[0m
2023-09-17 10:01:42,393:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 10:01:42,393:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 10:01:44,540:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146538 seconds ...[0m
2023-09-17 10:01:44,585:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.14262[0m
2023-09-17 10:01:44,585:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 10:01:44,585:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 10:01:46,730:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.144626 seconds ...[0m
2023-09-17 10:01:48,360:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.593655 seconds ...[0m
2023-09-17 10:01:48,361:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.14366[0m
2023-09-17 10:01:48,361:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0048 || HITRATE@5 Avg: 0.0221 || HITRATE@10 Avg: 0.0361 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0180[0m
2023-09-17 10:01:48,361:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 10:01:50,546:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184484 seconds ...[0m
2023-09-17 10:01:50,592:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.14578[0m
2023-09-17 10:01:50,593:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 10:01:50,593:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 10:01:52,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166867 seconds ...[0m
2023-09-17 10:01:52,793:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.14199[0m
2023-09-17 10:01:52,794:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 10:01:52,794:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 10:01:54,902:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.108387 seconds ...[0m
2023-09-17 10:01:54,933:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.14161[0m
2023-09-17 10:01:54,933:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 10:01:54,933:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 10:01:57,038:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104620 seconds ...[0m
2023-09-17 10:01:57,080:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.14306[0m
2023-09-17 10:01:57,081:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 10:01:57,081:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 10:01:59,248:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.167316 seconds ...[0m
2023-09-17 10:02:00,813:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.522344 seconds ...[0m
2023-09-17 10:02:00,813:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.14212[0m
2023-09-17 10:02:00,813:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0205 || HITRATE@10 Avg: 0.0348 || NDCG@5 Avg: 0.0126 || NDCG@10 Avg: 0.0171[0m
2023-09-17 10:02:00,814:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 10:02:02,957:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.143644 seconds ...[0m
2023-09-17 10:02:02,991:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.14449[0m
2023-09-17 10:02:02,992:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 10:02:02,992:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 10:02:05,197:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.205327 seconds ...[0m
2023-09-17 10:02:05,304:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.14417[0m
2023-09-17 10:02:05,304:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 10:02:05,304:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 10:02:07,496:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.191849 seconds ...[0m
2023-09-17 10:02:07,531:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.14202[0m
2023-09-17 10:02:07,531:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 10:02:07,531:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 10:02:09,671:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140013 seconds ...[0m
2023-09-17 10:02:09,711:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.14299[0m
2023-09-17 10:02:09,711:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 10:02:09,711:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 10:02:11,861:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.150439 seconds ...[0m
2023-09-17 10:02:13,437:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.539841 seconds ...[0m
2023-09-17 10:02:13,438:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.14488[0m
2023-09-17 10:02:13,438:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0223 || HITRATE@10 Avg: 0.0368 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0188[0m
2023-09-17 10:02:13,438:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 10:02:15,567:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129158 seconds ...[0m
2023-09-17 10:02:15,606:	[1;33m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.14238[0m
2023-09-17 10:02:15,606:	[1;33m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 10:02:15,606:	[1;33m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 10:02:17,838:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.231936 seconds ...[0m
2023-09-17 10:02:17,874:	[1;33m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.14335[0m
2023-09-17 10:02:17,874:	[1;33m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 10:02:17,874:	[1;33m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 10:02:20,119:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.244878 seconds ...[0m
2023-09-17 10:02:20,150:	[1;33m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.14301[0m
2023-09-17 10:02:20,150:	[1;33m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 10:02:20,150:	[1;33m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 10:02:22,195:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.045355 seconds ...[0m
2023-09-17 10:02:22,229:	[1;33m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.14223[0m
2023-09-17 10:02:22,229:	[1;33m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 10:02:22,229:	[1;33m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 10:02:24,372:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.142357 seconds ...[0m
2023-09-17 10:02:25,897:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.487830 seconds ...[0m
2023-09-17 10:02:25,897:	[1;33m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.14196[0m
2023-09-17 10:02:25,898:	[1;33m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0379 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0190[0m
2023-09-17 10:02:25,898:	[1;33m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 10:02:27,954:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.056665 seconds ...[0m
2023-09-17 10:02:27,986:	[1;33m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.14265[0m
2023-09-17 10:02:27,986:	[1;33m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 10:02:27,987:	[1;33m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 10:02:30,158:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.170848 seconds ...[0m
2023-09-17 10:02:30,194:	[1;33m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.14208[0m
2023-09-17 10:02:30,194:	[1;33m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 10:02:30,194:	[1;33m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 10:02:32,419:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.224817 seconds ...[0m
2023-09-17 10:02:32,468:	[1;33m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.14325[0m
2023-09-17 10:02:32,469:	[1;33m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 10:02:32,470:	[1;33m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 10:02:34,650:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.179410 seconds ...[0m
2023-09-17 10:02:34,688:	[1;33m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.14073[0m
2023-09-17 10:02:34,688:	[1;33m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 10:02:34,688:	[1;33m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 10:02:36,803:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.114932 seconds ...[0m
2023-09-17 10:02:38,352:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.518816 seconds ...[0m
2023-09-17 10:02:38,353:	[1;33m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.14438[0m
2023-09-17 10:02:38,353:	[1;33m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0220 || HITRATE@10 Avg: 0.0353 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0178[0m
2023-09-17 10:02:38,353:	[1;33m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 10:02:40,641:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.286976 seconds ...[0m
2023-09-17 10:02:40,682:	[1;33m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.14122[0m
2023-09-17 10:02:40,683:	[1;33m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 10:02:40,683:	[1;33m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 10:02:42,854:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.171005 seconds ...[0m
2023-09-17 10:02:42,888:	[1;33m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.14266[0m
2023-09-17 10:02:42,888:	[1;33m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 10:02:42,888:	[1;33m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 10:02:44,992:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104247 seconds ...[0m
2023-09-17 10:02:45,024:	[1;33m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.13969[0m
2023-09-17 10:02:45,024:	[1;33m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 10:02:45,024:	[1;33m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 10:02:47,230:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.205713 seconds ...[0m
2023-09-17 10:02:47,263:	[1;33m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.14078[0m
2023-09-17 10:02:47,263:	[1;33m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 10:02:47,263:	[1;33m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 10:02:49,556:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.292375 seconds ...[0m
2023-09-17 10:02:51,141:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.550343 seconds ...[0m
2023-09-17 10:02:51,141:	[1;33m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.13944[0m
2023-09-17 10:02:51,141:	[1;33m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0129 || NDCG@10 Avg: 0.0174[0m
2023-09-17 10:02:51,141:	[1;33m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 10:02:53,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149781 seconds ...[0m
2023-09-17 10:02:53,325:	[1;33m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.14142[0m
2023-09-17 10:02:53,325:	[1;33m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 10:02:53,325:	[1;33m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 10:02:55,462:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.136663 seconds ...[0m
2023-09-17 10:02:55,505:	[1;33m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.14106[0m
2023-09-17 10:02:55,505:	[1;33m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 10:02:55,505:	[1;33m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 10:02:57,652:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146522 seconds ...[0m
2023-09-17 10:02:57,685:	[1;33m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.14216[0m
2023-09-17 10:02:57,686:	[1;33m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 10:02:57,686:	[1;33m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 10:02:59,834:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148540 seconds ...[0m
2023-09-17 10:02:59,873:	[1;33m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.14184[0m
2023-09-17 10:02:59,873:	[1;33m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 10:02:59,873:	[1;33m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 10:03:02,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.191637 seconds ...[0m
2023-09-17 10:03:03,647:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.537363 seconds ...[0m
2023-09-17 10:03:03,647:	[1;33m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.14123[0m
2023-09-17 10:03:03,647:	[1;33m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0189[0m
2023-09-17 10:03:03,648:	[1;33m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 10:03:05,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.181261 seconds ...[0m
2023-09-17 10:03:05,872:	[1;33m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.14178[0m
2023-09-17 10:03:05,872:	[1;33m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 10:03:05,872:	[1;33m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 10:03:08,024:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.151452 seconds ...[0m
2023-09-17 10:03:08,061:	[1;33m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.14013[0m
2023-09-17 10:03:08,061:	[1;33m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 10:03:08,061:	[1;33m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 10:03:10,238:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176772 seconds ...[0m
2023-09-17 10:03:10,276:	[1;33m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.14272[0m
2023-09-17 10:03:10,277:	[1;33m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 10:03:10,277:	[1;33m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 10:03:12,487:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.210149 seconds ...[0m
2023-09-17 10:03:12,530:	[1;33m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.14076[0m
2023-09-17 10:03:12,530:	[1;33m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 10:03:12,530:	[1;33m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 10:03:14,715:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184536 seconds ...[0m
2023-09-17 10:03:16,252:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.504202 seconds ...[0m
2023-09-17 10:03:16,253:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0192*** [0m
2023-09-17 10:03:16,261:	[1;33m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.14286[0m
2023-09-17 10:03:16,261:	[1;33m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0399 || NDCG@5 Avg: 0.0139 || NDCG@10 Avg: 0.0192[0m
2023-09-17 10:03:16,261:	[1;33m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 10:03:18,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.173151 seconds ...[0m
2023-09-17 10:03:18,469:	[1;33m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.14294[0m
2023-09-17 10:03:18,469:	[1;33m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 10:03:18,469:	[1;33m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 10:03:20,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.995634 seconds ...[0m
2023-09-17 10:03:20,507:	[1;33m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.14055[0m
2023-09-17 10:03:20,508:	[1;33m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 10:03:20,508:	[1;33m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 10:03:22,734:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.225992 seconds ...[0m
2023-09-17 10:03:22,771:	[1;33m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.14091[0m
2023-09-17 10:03:22,771:	[1;33m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 10:03:22,771:	[1;33m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 10:03:24,938:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166315 seconds ...[0m
2023-09-17 10:03:24,984:	[1;33m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.13900[0m
2023-09-17 10:03:24,984:	[1;33m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 10:03:24,984:	[1;33m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 10:03:27,168:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184359 seconds ...[0m
2023-09-17 10:03:28,742:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.532481 seconds ...[0m
2023-09-17 10:03:28,742:	[1;33m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.14205[0m
2023-09-17 10:03:28,742:	[1;33m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0034 || HITRATE@5 Avg: 0.0195 || HITRATE@10 Avg: 0.0363 || NDCG@5 Avg: 0.0113 || NDCG@10 Avg: 0.0167[0m
2023-09-17 10:03:28,742:	[1;33m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 10:03:30,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.086446 seconds ...[0m
2023-09-17 10:03:30,866:	[1;33m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.14107[0m
2023-09-17 10:03:30,866:	[1;33m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 10:03:30,866:	[1;33m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 10:03:32,937:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.070770 seconds ...[0m
2023-09-17 10:03:32,968:	[1;33m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.14103[0m
2023-09-17 10:03:32,968:	[1;33m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 10:03:32,968:	[1;33m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 10:03:35,118:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149665 seconds ...[0m
2023-09-17 10:03:35,152:	[1;33m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.14259[0m
2023-09-17 10:03:35,152:	[1;33m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 10:03:35,152:	[1;33m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 10:03:37,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177850 seconds ...[0m
2023-09-17 10:03:37,372:	[1;33m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.14131[0m
2023-09-17 10:03:37,372:	[1;33m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 10:03:37,372:	[1;33m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 10:03:39,450:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.077456 seconds ...[0m
2023-09-17 10:03:41,146:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.660398 seconds ...[0m
2023-09-17 10:03:41,147:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0199*** [0m
2023-09-17 10:03:41,157:	[1;33m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.13940[0m
2023-09-17 10:03:41,157:	[1;33m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0242 || HITRATE@10 Avg: 0.0393 || NDCG@5 Avg: 0.0150 || NDCG@10 Avg: 0.0199[0m
2023-09-17 10:03:41,157:	[1;33m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 10:03:43,237:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.079970 seconds ...[0m
2023-09-17 10:03:43,273:	[1;33m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.14134[0m
2023-09-17 10:03:43,273:	[1;33m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 10:03:43,273:	[1;33m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 10:03:45,289:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.015764 seconds ...[0m
2023-09-17 10:03:45,322:	[1;33m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.14233[0m
2023-09-17 10:03:45,322:	[1;33m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 10:03:45,322:	[1;33m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 10:03:47,486:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.163589 seconds ...[0m
2023-09-17 10:03:47,528:	[1;33m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.14188[0m
2023-09-17 10:03:47,529:	[1;33m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 10:03:47,529:	[1;33m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 10:03:49,664:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.135190 seconds ...[0m
2023-09-17 10:03:49,708:	[1;33m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.14240[0m
2023-09-17 10:03:49,708:	[1;33m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 10:03:49,708:	[1;33m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 10:03:51,789:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.080927 seconds ...[0m
2023-09-17 10:03:53,296:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.476416 seconds ...[0m
2023-09-17 10:03:53,297:	[1;33m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.13989[0m
2023-09-17 10:03:53,297:	[1;33m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0355 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0179[0m
2023-09-17 10:03:53,297:	[1;33m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 10:03:55,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.046906 seconds ...[0m
2023-09-17 10:03:55,384:	[1;33m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.13900[0m
2023-09-17 10:03:55,385:	[1;33m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 10:03:55,385:	[1;33m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 10:03:57,508:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.122997 seconds ...[0m
2023-09-17 10:03:57,540:	[1;33m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.14403[0m
2023-09-17 10:03:57,540:	[1;33m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 10:03:57,540:	[1;33m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 10:03:59,699:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.158570 seconds ...[0m
2023-09-17 10:03:59,745:	[1;33m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.14338[0m
2023-09-17 10:03:59,746:	[1;33m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 10:03:59,746:	[1;33m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 10:04:01,960:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.213643 seconds ...[0m
2023-09-17 10:04:01,995:	[1;33m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.14164[0m
2023-09-17 10:04:01,995:	[1;33m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 10:04:01,996:	[1;33m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 10:04:04,119:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.122838 seconds ...[0m
2023-09-17 10:04:05,696:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.538336 seconds ...[0m
2023-09-17 10:04:05,696:	[1;33m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.14095[0m
2023-09-17 10:04:05,696:	[1;33m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0219 || HITRATE@10 Avg: 0.0356 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0173[0m
2023-09-17 10:04:05,696:	[1;33m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 10:04:07,804:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.107700 seconds ...[0m
2023-09-17 10:04:07,838:	[1;33m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.14268[0m
2023-09-17 10:04:07,838:	[1;33m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 10:04:07,838:	[1;33m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 10:04:10,028:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189486 seconds ...[0m
2023-09-17 10:04:10,069:	[1;33m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.14248[0m
2023-09-17 10:04:10,069:	[1;33m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 10:04:10,069:	[1;33m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 10:04:12,172:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.102654 seconds ...[0m
2023-09-17 10:04:12,206:	[1;33m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.14102[0m
2023-09-17 10:04:12,206:	[1;33m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 10:04:12,206:	[1;33m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 10:04:14,454:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.247766 seconds ...[0m
2023-09-17 10:04:14,493:	[1;33m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.14180[0m
2023-09-17 10:04:14,493:	[1;33m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 10:04:14,493:	[1;33m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 10:04:16,648:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.154220 seconds ...[0m
2023-09-17 10:04:18,345:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.658162 seconds ...[0m
2023-09-17 10:04:18,346:	[1;33m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.14257[0m
2023-09-17 10:04:18,346:	[1;33m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0208 || HITRATE@10 Avg: 0.0351 || NDCG@5 Avg: 0.0121 || NDCG@10 Avg: 0.0167[0m
2023-09-17 10:04:18,346:	[1;33m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 10:04:20,586:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.239389 seconds ...[0m
2023-09-17 10:04:20,624:	[1;33m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.14193[0m
2023-09-17 10:04:20,624:	[1;33m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 10:04:20,624:	[1;33m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 10:04:22,762:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.136999 seconds ...[0m
2023-09-17 10:04:22,800:	[1;33m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.14185[0m
2023-09-17 10:04:22,800:	[1;33m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 10:04:22,800:	[1;33m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 10:04:24,950:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149611 seconds ...[0m
2023-09-17 10:04:24,985:	[1;33m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.14126[0m
2023-09-17 10:04:24,985:	[1;33m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 10:04:24,985:	[1;33m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 10:04:27,165:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.180048 seconds ...[0m
2023-09-17 10:04:27,208:	[1;33m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.14098[0m
2023-09-17 10:04:27,209:	[1;33m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 10:04:27,209:	[1;33m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 10:04:29,462:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.253471 seconds ...[0m
2023-09-17 10:04:31,032:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.529911 seconds ...[0m
2023-09-17 10:04:31,032:	[1;33m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.13804[0m
2023-09-17 10:04:31,032:	[1;33m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0219 || HITRATE@10 Avg: 0.0359 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0188[0m
2023-09-17 10:04:31,032:	[1;33m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 10:04:33,230:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.197812 seconds ...[0m
2023-09-17 10:04:33,265:	[1;33m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.14048[0m
2023-09-17 10:04:33,265:	[1;33m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 10:04:33,265:	[1;33m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 10:04:35,418:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152520 seconds ...[0m
2023-09-17 10:04:35,451:	[1;33m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.14067[0m
2023-09-17 10:04:35,451:	[1;33m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 10:04:35,451:	[1;33m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 10:04:37,587:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.135586 seconds ...[0m
2023-09-17 10:04:37,622:	[1;33m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.13906[0m
2023-09-17 10:04:37,622:	[1;33m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 10:04:37,622:	[1;33m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 10:04:39,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137720 seconds ...[0m
2023-09-17 10:04:39,794:	[1;33m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.14189[0m
2023-09-17 10:04:39,794:	[1;33m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 10:04:39,795:	[1;33m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 10:04:42,094:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.298898 seconds ...[0m
2023-09-17 10:04:43,702:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.568501 seconds ...[0m
2023-09-17 10:04:43,703:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.14025[0m
2023-09-17 10:04:43,703:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0225 || HITRATE@10 Avg: 0.0376 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0196[0m
2023-09-17 10:04:43,703:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 10:04:45,909:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.205751 seconds ...[0m
2023-09-17 10:04:45,949:	[1;33m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.14131[0m
2023-09-17 10:04:45,949:	[1;33m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 10:04:45,949:	[1;33m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 10:04:48,149:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.199233 seconds ...[0m
2023-09-17 10:04:48,183:	[1;33m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.14154[0m
2023-09-17 10:04:48,184:	[1;33m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 10:04:48,184:	[1;33m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 10:04:50,393:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.208760 seconds ...[0m
2023-09-17 10:04:50,439:	[1;33m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.14248[0m
2023-09-17 10:04:50,439:	[1;33m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 10:04:50,439:	[1;33m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 10:04:52,550:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.111348 seconds ...[0m
2023-09-17 10:04:52,586:	[1;33m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.13938[0m
2023-09-17 10:04:52,586:	[1;33m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 10:04:52,586:	[1;33m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 10:04:54,770:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.183398 seconds ...[0m
2023-09-17 10:04:56,360:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.558010 seconds ...[0m
2023-09-17 10:04:56,360:	[1;33m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.14120[0m
2023-09-17 10:04:56,360:	[1;33m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0227 || HITRATE@10 Avg: 0.0371 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0189[0m
2023-09-17 10:04:56,361:	[1;33m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 10:04:58,510:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148894 seconds ...[0m
2023-09-17 10:04:58,553:	[1;33m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.14203[0m
2023-09-17 10:04:58,553:	[1;33m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 10:04:58,553:	[1;33m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 10:05:00,631:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.078335 seconds ...[0m
2023-09-17 10:05:00,669:	[1;33m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.14006[0m
2023-09-17 10:05:00,669:	[1;33m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 10:05:00,669:	[1;33m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 10:05:02,810:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140545 seconds ...[0m
2023-09-17 10:05:02,848:	[1;33m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.14145[0m
2023-09-17 10:05:02,848:	[1;33m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 10:05:02,848:	[1;33m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 10:05:05,022:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.173245 seconds ...[0m
2023-09-17 10:05:05,058:	[1;33m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.14170[0m
2023-09-17 10:05:05,058:	[1;33m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 10:05:05,058:	[1;33m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 10:05:07,303:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.245129 seconds ...[0m
2023-09-17 10:05:08,863:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.524255 seconds ...[0m
2023-09-17 10:05:08,863:	[1;33m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.14043[0m
2023-09-17 10:05:08,863:	[1;33m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0382 || NDCG@5 Avg: 0.0145 || NDCG@10 Avg: 0.0193[0m
2023-09-17 10:05:08,863:	[1;33m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 10:05:11,054:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.190830 seconds ...[0m
2023-09-17 10:05:11,090:	[1;33m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.14264[0m
2023-09-17 10:05:11,090:	[1;33m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 10:05:11,091:	[1;33m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 10:05:13,219:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128510 seconds ...[0m
2023-09-17 10:05:13,253:	[1;33m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.14048[0m
2023-09-17 10:05:13,253:	[1;33m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 10:05:13,253:	[1;33m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 10:05:15,437:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184400 seconds ...[0m
2023-09-17 10:05:15,476:	[1;33m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.14051[0m
2023-09-17 10:05:15,476:	[1;33m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 10:05:15,476:	[1;33m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 10:05:17,614:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137654 seconds ...[0m
2023-09-17 10:05:17,648:	[1;33m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.14059[0m
2023-09-17 10:05:17,648:	[1;33m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 10:05:17,648:	[1;33m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 10:05:19,773:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125148 seconds ...[0m
2023-09-17 10:05:21,276:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.466143 seconds ...[0m
2023-09-17 10:05:21,277:	[1;33m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.13929[0m
2023-09-17 10:05:21,277:	[1;33m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0221 || HITRATE@10 Avg: 0.0364 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:05:21,277:	[1;33m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 10:05:23,473:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.195505 seconds ...[0m
2023-09-17 10:05:23,507:	[1;33m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.13753[0m
2023-09-17 10:05:23,507:	[1;33m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 10:05:23,507:	[1;33m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 10:05:25,598:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.091152 seconds ...[0m
2023-09-17 10:05:25,632:	[1;33m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.14036[0m
2023-09-17 10:05:25,632:	[1;33m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 10:05:25,632:	[1;33m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 10:05:27,807:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.174818 seconds ...[0m
2023-09-17 10:05:27,842:	[1;33m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.14073[0m
2023-09-17 10:05:27,842:	[1;33m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 10:05:27,843:	[1;33m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 10:05:30,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.236575 seconds ...[0m
2023-09-17 10:05:30,113:	[1;33m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.13811[0m
2023-09-17 10:05:30,113:	[1;33m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 10:05:30,113:	[1;33m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 10:05:32,345:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.231778 seconds ...[0m
2023-09-17 10:05:33,941:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.561894 seconds ...[0m
2023-09-17 10:05:33,941:	[1;33m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.13990[0m
2023-09-17 10:05:33,941:	[1;33m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0224 || HITRATE@10 Avg: 0.0369 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0191[0m
2023-09-17 10:05:33,941:	[1;33m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 10:05:36,067:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125285 seconds ...[0m
2023-09-17 10:05:36,110:	[1;33m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.14090[0m
2023-09-17 10:05:36,110:	[1;33m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 10:05:36,110:	[1;33m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 10:05:38,214:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104220 seconds ...[0m
2023-09-17 10:05:38,251:	[1;33m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.14071[0m
2023-09-17 10:05:38,251:	[1;33m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 10:05:38,251:	[1;33m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 10:05:40,395:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.143698 seconds ...[0m
2023-09-17 10:05:40,437:	[1;33m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.13949[0m
2023-09-17 10:05:40,437:	[1;33m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 10:05:40,437:	[1;33m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 10:05:42,595:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157727 seconds ...[0m
2023-09-17 10:05:42,637:	[1;33m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.14020[0m
2023-09-17 10:05:42,637:	[1;33m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 10:05:42,637:	[1;33m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 10:05:44,827:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189457 seconds ...[0m
2023-09-17 10:05:46,363:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.501102 seconds ...[0m
2023-09-17 10:05:46,363:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.13741[0m
2023-09-17 10:05:46,363:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0223 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0142 || NDCG@10 Avg: 0.0190[0m
2023-09-17 10:05:46,363:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 10:05:48,512:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148180 seconds ...[0m
2023-09-17 10:05:48,546:	[1;33m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.13686[0m
2023-09-17 10:05:48,546:	[1;33m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 10:05:48,546:	[1;33m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 10:05:50,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.222815 seconds ...[0m
2023-09-17 10:05:50,802:	[1;33m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.13890[0m
2023-09-17 10:05:50,802:	[1;33m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 10:05:50,802:	[1;33m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 10:05:52,909:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.106019 seconds ...[0m
2023-09-17 10:05:52,947:	[1;33m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.13942[0m
2023-09-17 10:05:52,947:	[1;33m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 10:05:52,947:	[1;33m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 10:05:55,031:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.083948 seconds ...[0m
2023-09-17 10:05:55,063:	[1;33m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.14252[0m
2023-09-17 10:05:55,063:	[1;33m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 10:05:55,063:	[1;33m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 10:05:57,252:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.188511 seconds ...[0m
2023-09-17 10:05:58,877:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.589599 seconds ...[0m
2023-09-17 10:05:58,878:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0200*** [0m
2023-09-17 10:05:58,888:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.13884[0m
2023-09-17 10:05:58,888:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0384 || NDCG@5 Avg: 0.0151 || NDCG@10 Avg: 0.0200[0m
2023-09-17 10:05:58,888:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 10:06:01,015:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.126013 seconds ...[0m
2023-09-17 10:06:01,050:	[1;33m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.13728[0m
2023-09-17 10:06:01,050:	[1;33m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 10:06:01,050:	[1;33m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 10:06:03,184:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133469 seconds ...[0m
2023-09-17 10:06:03,218:	[1;33m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.14125[0m
2023-09-17 10:06:03,218:	[1;33m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 10:06:03,218:	[1;33m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 10:06:05,452:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.233912 seconds ...[0m
2023-09-17 10:06:05,492:	[1;33m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.13740[0m
2023-09-17 10:06:05,492:	[1;33m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 10:06:05,492:	[1;33m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 10:06:07,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.096460 seconds ...[0m
2023-09-17 10:06:07,621:	[1;33m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.13900[0m
2023-09-17 10:06:07,621:	[1;33m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 10:06:07,622:	[1;33m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 10:06:09,840:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.218623 seconds ...[0m
2023-09-17 10:06:11,307:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.432759 seconds ...[0m
2023-09-17 10:06:11,307:	[1;33m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.13959[0m
2023-09-17 10:06:11,307:	[1;33m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0215 || HITRATE@10 Avg: 0.0358 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:06:11,308:	[1;33m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 10:06:13,485:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177238 seconds ...[0m
2023-09-17 10:06:13,523:	[1;33m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.14026[0m
2023-09-17 10:06:13,523:	[1;33m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 10:06:13,523:	[1;33m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 10:06:15,609:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.085604 seconds ...[0m
2023-09-17 10:06:15,640:	[1;33m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.14084[0m
2023-09-17 10:06:15,640:	[1;33m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 10:06:15,641:	[1;33m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 10:06:17,718:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.077159 seconds ...[0m
2023-09-17 10:06:17,751:	[1;33m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.13890[0m
2023-09-17 10:06:17,751:	[1;33m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 10:06:17,751:	[1;33m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 10:06:19,867:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.116009 seconds ...[0m
2023-09-17 10:06:19,898:	[1;33m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.13898[0m
2023-09-17 10:06:19,898:	[1;33m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 10:06:19,898:	[1;33m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 10:06:22,039:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140054 seconds ...[0m
2023-09-17 10:06:23,606:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.559590 seconds ...[0m
2023-09-17 10:06:25,215:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.608594 seconds ...[0m
2023-09-17 10:06:25,215:	[1;33m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.13745[0m
2023-09-17 10:06:25,215:	[1;33m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0220 || HITRATE@10 Avg: 0.0371 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0186[0m
2023-09-17 10:06:25,215:	[1;33m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0213 || HITRATE@10 Avg: 0.0354 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0178[0m
2023-09-17 10:06:26,897:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.136855     285
1   valid   HITRATE@1  0.006912     290
2   valid   HITRATE@5  0.024222     235
3   valid  HITRATE@10  0.039909     225
4   valid      NDCG@5  0.015134     290
5   valid     NDCG@10  0.019976     290
6    test   HITRATE@1  0.005289       0
7    test   HITRATE@5  0.021277       0
8    test  HITRATE@10  0.035401       0
9    test      NDCG@5  0.013248       0
10   test     NDCG@10  0.017789       0[0m
2023-09-17 10:06:26,897:	[1;33m[LoG_PaTH] >>> ./logs/Tools-5/AmazonTools_550_Chron/3-0917095344[0m
2023-09-17 10:06:26,991:	[1;33m[Wall TIME] >>> Coach.summary takes 1.775269 seconds ...[0m
2023-09-17 10:06:26,991:	[1;33m[Coach] >>> Load best model @Epoch 290  [0m
2023-09-17 10:06:28,581:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.580821 seconds ...[0m
2023-09-17 10:06:30,082:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.501135 seconds ...[0m
2023-09-17 10:06:30,083:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>> [0m
2023-09-17 10:06:30,083:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0384 || NDCG@5 Avg: 0.0151 || NDCG@10 Avg: 0.0200[0m
2023-09-17 10:06:30,083:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0197 || HITRATE@10 Avg: 0.0337 || NDCG@5 Avg: 0.0127 || NDCG@10 Avg: 0.0172[0m
2023-09-17 10:06:30,087:	[1;33m[Wall TIME] >>> Coach.fit takes 758.913213 seconds ...[0m
