2023-09-15 22:28:08,455:	========================================================================
2023-09-15 22:28:08,455:	========================================================================
2023-09-15 22:28:08,456:	========================================================================
2023-09-15 22:28:08,456:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 22:28:08,456:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-15 22:28:08,456:	[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: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.98] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 128] 
[epochs: 200] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0915222805] 
[maxlen: 200] 
[maxlen4graph: 200] 
[num_heads: 1] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/3] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/3-0915222805] 
[0m
2023-09-15 22:28:08,457:	[1;33m[Wall TIME] >>> Parser.compile takes 0.005222 seconds ...[0m
2023-09-15 22:28:08,460:	[1;33m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.User,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-15 22:28:08,903:	[1;33m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-15 22:28:08,903:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.445989 seconds ...[0m
2023-09-15 22:28:09,923:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.594476 seconds ...[0m
2023-09-15 22:28:10,405:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.480787 seconds ...[0m
2023-09-15 22:28:10,888:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.482333 seconds ...[0m
2023-09-15 22:28:16,945:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 22:28:16,945:	[1;33m[Wall TIME] >>> Coach.compile takes 0.000688 seconds ...[0m
2023-09-15 22:28:18,781:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.781859 seconds ...[0m
2023-09-15 22:28:18,781:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0014*** [0m
2023-09-15 22:28:18,791:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 22:28:18,791:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0003 || HITRATE@5 Avg: 0.0015 || HITRATE@10 Avg: 0.0028 || NDCG@5 Avg: 0.0010 || NDCG@10 Avg: 0.0014[0m
2023-09-15 22:28:18,791:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 22:28:23,618:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.826741 seconds ...[0m
2023-09-15 22:28:23,679:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.25614[0m
2023-09-15 22:28:23,679:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 22:28:23,679:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 22:28:28,422:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.742183 seconds ...[0m
2023-09-15 22:28:28,495:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.06632[0m
2023-09-15 22:28:28,495:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 22:28:28,495:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 22:28:33,180:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.685121 seconds ...[0m
2023-09-15 22:28:33,267:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.01451[0m
2023-09-15 22:28:33,267:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 22:28:33,267:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 22:28:37,562:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.295314 seconds ...[0m
2023-09-15 22:28:37,642:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.96885[0m
2023-09-15 22:28:37,643:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 22:28:37,643:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 22:28:42,431:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.787798 seconds ...[0m
2023-09-15 22:28:43,915:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.419546 seconds ...[0m
2023-09-15 22:28:43,915:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0310*** [0m
2023-09-15 22:28:43,923:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.90343[0m
2023-09-15 22:28:43,923:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0614 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0310[0m
2023-09-15 22:28:43,924:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 22:28:48,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.068784 seconds ...[0m
2023-09-15 22:28:49,052:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.85768[0m
2023-09-15 22:28:49,052:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 22:28:49,052:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 22:28:54,126:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.073323 seconds ...[0m
2023-09-15 22:28:54,208:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.82877[0m
2023-09-15 22:28:54,209:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 22:28:54,209:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 22:28:58,605:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.396167 seconds ...[0m
2023-09-15 22:28:58,665:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.80024[0m
2023-09-15 22:28:58,665:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 22:28:58,665:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 22:29:03,296:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.630151 seconds ...[0m
2023-09-15 22:29:03,356:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.76865[0m
2023-09-15 22:29:03,357:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 22:29:03,357:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 22:29:08,261:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.903875 seconds ...[0m
2023-09-15 22:29:09,793:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.470968 seconds ...[0m
2023-09-15 22:29:09,793:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0580*** [0m
2023-09-15 22:29:09,803:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.73966[0m
2023-09-15 22:29:09,803:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0205 || HITRATE@5 Avg: 0.0679 || HITRATE@10 Avg: 0.1114 || NDCG@5 Avg: 0.0440 || NDCG@10 Avg: 0.0580[0m
2023-09-15 22:29:09,803:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 22:29:14,367:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.563354 seconds ...[0m
2023-09-15 22:29:14,437:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.70709[0m
2023-09-15 22:29:14,438:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 22:29:14,438:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 22:29:18,934:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.496375 seconds ...[0m
2023-09-15 22:29:18,993:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.68377[0m
2023-09-15 22:29:18,994:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 22:29:18,994:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 22:29:23,459:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.465514 seconds ...[0m
2023-09-15 22:29:23,520:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.66614[0m
2023-09-15 22:29:23,520:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 22:29:23,520:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 22:29:28,489:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.969182 seconds ...[0m
2023-09-15 22:29:28,551:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.64641[0m
2023-09-15 22:29:28,551:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 22:29:28,551:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 22:29:33,674:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.122041 seconds ...[0m
2023-09-15 22:29:35,289:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.505141 seconds ...[0m
2023-09-15 22:29:35,289:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0745*** [0m
2023-09-15 22:29:35,296:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.63884[0m
2023-09-15 22:29:35,296:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0881 || HITRATE@10 Avg: 0.1430 || NDCG@5 Avg: 0.0568 || NDCG@10 Avg: 0.0745[0m
2023-09-15 22:29:35,297:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 22:29:39,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.695845 seconds ...[0m
2023-09-15 22:29:40,098:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.62326[0m
2023-09-15 22:29:40,098:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 22:29:40,098:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 22:29:44,857:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.758612 seconds ...[0m
2023-09-15 22:29:44,962:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.60790[0m
2023-09-15 22:29:44,962:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 22:29:44,962:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 22:29:49,248:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.285646 seconds ...[0m
2023-09-15 22:29:49,307:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.59771[0m
2023-09-15 22:29:49,307:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 22:29:49,307:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 22:29:53,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.485750 seconds ...[0m
2023-09-15 22:29:53,852:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.59205[0m
2023-09-15 22:29:53,852:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 22:29:53,852:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 22:29:58,361:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.508295 seconds ...[0m
2023-09-15 22:29:59,982:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.560938 seconds ...[0m
2023-09-15 22:29:59,982:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0840*** [0m
2023-09-15 22:29:59,989:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.58083[0m
2023-09-15 22:29:59,990:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0982 || HITRATE@10 Avg: 0.1621 || NDCG@5 Avg: 0.0634 || NDCG@10 Avg: 0.0840[0m
2023-09-15 22:29:59,990:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 22:30:04,681:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.690831 seconds ...[0m
2023-09-15 22:30:04,743:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.57256[0m
2023-09-15 22:30:04,744:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 22:30:04,744:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 22:30:09,054:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.310118 seconds ...[0m
2023-09-15 22:30:09,111:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.56619[0m
2023-09-15 22:30:09,111:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 22:30:09,111:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 22:30:13,540:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.429184 seconds ...[0m
2023-09-15 22:30:13,611:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.55987[0m
2023-09-15 22:30:13,611:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 22:30:13,612:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 22:30:18,522:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.910179 seconds ...[0m
2023-09-15 22:30:18,592:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.54999[0m
2023-09-15 22:30:18,593:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 22:30:18,593:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 22:30:23,314:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.721229 seconds ...[0m
2023-09-15 22:30:24,944:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.571481 seconds ...[0m
2023-09-15 22:30:24,944:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0951*** [0m
2023-09-15 22:30:24,955:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.54759[0m
2023-09-15 22:30:24,955:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0331 || HITRATE@5 Avg: 0.1137 || HITRATE@10 Avg: 0.1808 || NDCG@5 Avg: 0.0736 || NDCG@10 Avg: 0.0951[0m
2023-09-15 22:30:24,956:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 22:30:29,854:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.898498 seconds ...[0m
2023-09-15 22:30:29,936:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.54005[0m
2023-09-15 22:30:29,936:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 22:30:29,936:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 22:30:34,505:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.568153 seconds ...[0m
2023-09-15 22:30:34,567:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.52852[0m
2023-09-15 22:30:34,567:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 22:30:34,567:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 22:30:39,457:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.889595 seconds ...[0m
2023-09-15 22:30:39,516:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52805[0m
2023-09-15 22:30:39,516:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 22:30:39,516:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 22:30:44,018:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.501858 seconds ...[0m
2023-09-15 22:30:44,103:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.51972[0m
2023-09-15 22:30:44,103:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 22:30:44,103:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 22:30:49,277:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.174233 seconds ...[0m
2023-09-15 22:30:50,947:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.603623 seconds ...[0m
2023-09-15 22:30:50,948:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1043*** [0m
2023-09-15 22:30:50,958:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.52034[0m
2023-09-15 22:30:50,958:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0363 || HITRATE@5 Avg: 0.1237 || HITRATE@10 Avg: 0.1980 || NDCG@5 Avg: 0.0805 || NDCG@10 Avg: 0.1043[0m
2023-09-15 22:30:50,958:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 22:30:55,631:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.672086 seconds ...[0m
2023-09-15 22:30:55,693:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.51714[0m
2023-09-15 22:30:55,693:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 22:30:55,694:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 22:30:59,983:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.288791 seconds ...[0m
2023-09-15 22:31:00,064:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.51418[0m
2023-09-15 22:31:00,064:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 22:31:00,064:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 22:31:04,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.343170 seconds ...[0m
2023-09-15 22:31:04,465:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.50616[0m
2023-09-15 22:31:04,465:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 22:31:04,466:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 22:31:08,744:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.278295 seconds ...[0m
2023-09-15 22:31:08,810:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.49920[0m
2023-09-15 22:31:08,810:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 22:31:08,810:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 22:31:13,473:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.663029 seconds ...[0m
2023-09-15 22:31:15,259:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.725893 seconds ...[0m
2023-09-15 22:31:15,260:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1107*** [0m
2023-09-15 22:31:15,272:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.49484[0m
2023-09-15 22:31:15,272:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0397 || HITRATE@5 Avg: 0.1308 || HITRATE@10 Avg: 0.2079 || NDCG@5 Avg: 0.0858 || NDCG@10 Avg: 0.1107[0m
2023-09-15 22:31:15,272:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 22:31:20,170:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.897570 seconds ...[0m
2023-09-15 22:31:20,235:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.49306[0m
2023-09-15 22:31:20,236:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 22:31:20,236:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 22:31:25,566:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.330243 seconds ...[0m
2023-09-15 22:31:25,646:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.49199[0m
2023-09-15 22:31:25,646:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 22:31:25,646:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 22:31:30,467:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.820430 seconds ...[0m
2023-09-15 22:31:30,527:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.49296[0m
2023-09-15 22:31:30,527:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 22:31:30,527:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 22:31:34,958:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.429988 seconds ...[0m
2023-09-15 22:31:35,019:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.48425[0m
2023-09-15 22:31:35,019:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 22:31:35,019:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 22:31:39,711:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.691559 seconds ...[0m
2023-09-15 22:31:41,482:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.704306 seconds ...[0m
2023-09-15 22:31:41,482:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1118*** [0m
2023-09-15 22:31:41,496:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.48422[0m
2023-09-15 22:31:41,496:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0384 || HITRATE@5 Avg: 0.1349 || HITRATE@10 Avg: 0.2129 || NDCG@5 Avg: 0.0868 || NDCG@10 Avg: 0.1118[0m
2023-09-15 22:31:41,496:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 22:31:45,973:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.476658 seconds ...[0m
2023-09-15 22:31:46,034:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.47759[0m
2023-09-15 22:31:46,035:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 22:31:46,035:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 22:31:51,338:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.303182 seconds ...[0m
2023-09-15 22:31:51,398:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.47744[0m
2023-09-15 22:31:51,398:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 22:31:51,398:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 22:31:56,280:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.882159 seconds ...[0m
2023-09-15 22:31:56,340:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.47961[0m
2023-09-15 22:31:56,340:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 22:31:56,340:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 22:32:00,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.140330 seconds ...[0m
2023-09-15 22:32:00,540:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.46946[0m
2023-09-15 22:32:00,540:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 22:32:00,541:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 22:32:05,046:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.505108 seconds ...[0m
2023-09-15 22:32:06,826:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.707576 seconds ...[0m
2023-09-15 22:32:06,826:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1181*** [0m
2023-09-15 22:32:06,834:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.47362[0m
2023-09-15 22:32:06,834:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0425 || HITRATE@5 Avg: 0.1425 || HITRATE@10 Avg: 0.2209 || NDCG@5 Avg: 0.0930 || NDCG@10 Avg: 0.1181[0m
2023-09-15 22:32:06,834:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 22:32:10,947:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.112257 seconds ...[0m
2023-09-15 22:32:11,013:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.46744[0m
2023-09-15 22:32:11,014:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 22:32:11,014:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 22:32:15,954:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.940017 seconds ...[0m
2023-09-15 22:32:16,074:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.46599[0m
2023-09-15 22:32:16,074:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 22:32:16,074:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 22:32:20,461:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.386435 seconds ...[0m
2023-09-15 22:32:20,606:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.46834[0m
2023-09-15 22:32:20,606:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 22:32:20,606:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 22:32:25,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.154066 seconds ...[0m
2023-09-15 22:32:25,833:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.46226[0m
2023-09-15 22:32:25,834:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 22:32:25,834:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 22:32:30,552:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.717231 seconds ...[0m
2023-09-15 22:32:32,350:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.730115 seconds ...[0m
2023-09-15 22:32:32,351:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1210*** [0m
2023-09-15 22:32:32,362:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.45452[0m
2023-09-15 22:32:32,362:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0435 || HITRATE@5 Avg: 0.1447 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.0943 || NDCG@10 Avg: 0.1210[0m
2023-09-15 22:32:32,362:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 22:32:37,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.693474 seconds ...[0m
2023-09-15 22:32:37,117:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.46000[0m
2023-09-15 22:32:37,117:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 22:32:37,117:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 22:32:41,630:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.512450 seconds ...[0m
2023-09-15 22:32:41,699:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.45774[0m
2023-09-15 22:32:41,699:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 22:32:41,699:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 22:32:46,077:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.377415 seconds ...[0m
2023-09-15 22:32:46,148:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.45654[0m
2023-09-15 22:32:46,148:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 22:32:46,148:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 22:32:50,817:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.668923 seconds ...[0m
2023-09-15 22:32:50,879:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.45047[0m
2023-09-15 22:32:50,879:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 22:32:50,879:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 22:32:55,430:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.550073 seconds ...[0m
2023-09-15 22:32:57,080:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.582365 seconds ...[0m
2023-09-15 22:32:57,080:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1239*** [0m
2023-09-15 22:32:57,088:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.45320[0m
2023-09-15 22:32:57,088:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1535 || HITRATE@10 Avg: 0.2326 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1239[0m
2023-09-15 22:32:57,088:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 22:33:01,845:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.756316 seconds ...[0m
2023-09-15 22:33:01,913:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.44916[0m
2023-09-15 22:33:01,913:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 22:33:01,913:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 22:33:06,573:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.659832 seconds ...[0m
2023-09-15 22:33:06,641:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.45112[0m
2023-09-15 22:33:06,641:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 22:33:06,641:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 22:33:11,522:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.880185 seconds ...[0m
2023-09-15 22:33:11,608:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.44880[0m
2023-09-15 22:33:11,608:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 22:33:11,608:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 22:33:16,385:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.776331 seconds ...[0m
2023-09-15 22:33:16,456:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.44757[0m
2023-09-15 22:33:16,457:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 22:33:16,457:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 22:33:20,790:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.333435 seconds ...[0m
2023-09-15 22:33:22,621:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.774647 seconds ...[0m
2023-09-15 22:33:22,621:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1274*** [0m
2023-09-15 22:33:22,628:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.44817[0m
2023-09-15 22:33:22,628:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0455 || HITRATE@5 Avg: 0.1553 || HITRATE@10 Avg: 0.2392 || NDCG@5 Avg: 0.1004 || NDCG@10 Avg: 0.1274[0m
2023-09-15 22:33:22,629:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 22:33:27,407:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.778508 seconds ...[0m
2023-09-15 22:33:27,489:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.44300[0m
2023-09-15 22:33:27,489:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 22:33:27,489:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 22:33:32,462:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.972381 seconds ...[0m
2023-09-15 22:33:32,524:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.44139[0m
2023-09-15 22:33:32,524:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 22:33:32,524:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 22:33:37,524:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.000180 seconds ...[0m
2023-09-15 22:33:37,586:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.44617[0m
2023-09-15 22:33:37,586:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 22:33:37,586:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 22:33:42,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.924856 seconds ...[0m
2023-09-15 22:33:42,577:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.44149[0m
2023-09-15 22:33:42,577:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 22:33:42,577:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 22:33:47,652:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.074683 seconds ...[0m
2023-09-15 22:33:49,175:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.460848 seconds ...[0m
2023-09-15 22:33:49,175:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1300*** [0m
2023-09-15 22:33:49,183:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.44006[0m
2023-09-15 22:33:49,183:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1581 || HITRATE@10 Avg: 0.2434 || NDCG@5 Avg: 0.1026 || NDCG@10 Avg: 0.1300[0m
2023-09-15 22:33:49,183:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 22:33:53,956:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.773259 seconds ...[0m
2023-09-15 22:33:54,037:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.43681[0m
2023-09-15 22:33:54,037:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 22:33:54,037:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 22:33:58,875:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.837552 seconds ...[0m
2023-09-15 22:33:58,947:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.43993[0m
2023-09-15 22:33:58,947:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 22:33:58,947:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 22:34:03,764:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.816593 seconds ...[0m
2023-09-15 22:34:03,826:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.43539[0m
2023-09-15 22:34:03,826:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 22:34:03,826:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 22:34:08,677:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.850405 seconds ...[0m
2023-09-15 22:34:08,744:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.43235[0m
2023-09-15 22:34:08,745:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 22:34:08,745:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 22:34:13,271:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.526074 seconds ...[0m
2023-09-15 22:34:15,059:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.613892 seconds ...[0m
2023-09-15 22:34:15,059:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.43369[0m
2023-09-15 22:34:15,059:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0459 || HITRATE@5 Avg: 0.1536 || HITRATE@10 Avg: 0.2474 || NDCG@5 Avg: 0.0998 || NDCG@10 Avg: 0.1298[0m
2023-09-15 22:34:15,059:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 22:34:19,834:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.774216 seconds ...[0m
2023-09-15 22:34:19,915:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.43002[0m
2023-09-15 22:34:19,916:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 22:34:19,916:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 22:34:24,500:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.583697 seconds ...[0m
2023-09-15 22:34:24,564:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.42832[0m
2023-09-15 22:34:24,564:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 22:34:24,564:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 22:34:29,318:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.754054 seconds ...[0m
2023-09-15 22:34:29,378:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.43078[0m
2023-09-15 22:34:29,379:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 22:34:29,379:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 22:34:33,929:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.549908 seconds ...[0m
2023-09-15 22:34:33,992:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.42901[0m
2023-09-15 22:34:33,993:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 22:34:33,993:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 22:34:38,785:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.792301 seconds ...[0m
2023-09-15 22:34:40,652:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.765503 seconds ...[0m
2023-09-15 22:34:40,653:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1339*** [0m
2023-09-15 22:34:40,661:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.42974[0m
2023-09-15 22:34:40,661:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1626 || HITRATE@10 Avg: 0.2513 || NDCG@5 Avg: 0.1054 || NDCG@10 Avg: 0.1339[0m
2023-09-15 22:34:40,661:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 22:34:45,104:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.443380 seconds ...[0m
2023-09-15 22:34:45,189:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.42874[0m
2023-09-15 22:34:45,189:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 22:34:45,189:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 22:34:49,750:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.561044 seconds ...[0m
2023-09-15 22:34:49,816:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.42600[0m
2023-09-15 22:34:49,816:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 22:34:49,816:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 22:34:54,164:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.347270 seconds ...[0m
2023-09-15 22:34:54,254:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.42340[0m
2023-09-15 22:34:54,254:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 22:34:54,254:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 22:34:59,387:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.132503 seconds ...[0m
2023-09-15 22:34:59,447:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.42631[0m
2023-09-15 22:34:59,447:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 22:34:59,447:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 22:35:04,354:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.906245 seconds ...[0m
2023-09-15 22:35:06,084:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.670123 seconds ...[0m
2023-09-15 22:35:06,085:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1360*** [0m
2023-09-15 22:35:06,092:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.42528[0m
2023-09-15 22:35:06,092:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0515 || HITRATE@5 Avg: 0.1631 || HITRATE@10 Avg: 0.2522 || NDCG@5 Avg: 0.1074 || NDCG@10 Avg: 0.1360[0m
2023-09-15 22:35:06,092:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 22:35:10,614:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.521315 seconds ...[0m
2023-09-15 22:35:10,678:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.41993[0m
2023-09-15 22:35:10,678:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 22:35:10,678:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 22:35:15,206:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.528034 seconds ...[0m
2023-09-15 22:35:15,274:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.42185[0m
2023-09-15 22:35:15,274:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 22:35:15,274:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 22:35:20,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.055742 seconds ...[0m
2023-09-15 22:35:20,389:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.42270[0m
2023-09-15 22:35:20,389:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 22:35:20,389:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 22:35:24,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.527766 seconds ...[0m
2023-09-15 22:35:24,991:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.42299[0m
2023-09-15 22:35:24,991:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 22:35:24,991:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 22:35:29,654:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.663162 seconds ...[0m
2023-09-15 22:35:31,422:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.708848 seconds ...[0m
2023-09-15 22:35:31,423:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1374*** [0m
2023-09-15 22:35:31,431:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.42061[0m
2023-09-15 22:35:31,431:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1646 || HITRATE@10 Avg: 0.2563 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1374[0m
2023-09-15 22:35:31,431:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 22:35:36,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.840898 seconds ...[0m
2023-09-15 22:35:36,338:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.42337[0m
2023-09-15 22:35:36,338:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 22:35:36,338:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 22:35:40,918:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.579721 seconds ...[0m
2023-09-15 22:35:40,996:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.41533[0m
2023-09-15 22:35:40,996:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 22:35:40,996:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 22:35:46,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.012418 seconds ...[0m
2023-09-15 22:35:46,079:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.42015[0m
2023-09-15 22:35:46,079:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 22:35:46,079:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 22:35:50,962:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.882828 seconds ...[0m
2023-09-15 22:35:51,024:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.41504[0m
2023-09-15 22:35:51,024:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 22:35:51,024:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 22:35:56,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.136448 seconds ...[0m
2023-09-15 22:35:58,127:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.899670 seconds ...[0m
2023-09-15 22:35:58,128:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1396*** [0m
2023-09-15 22:35:58,139:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.41897[0m
2023-09-15 22:35:58,139:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1710 || HITRATE@10 Avg: 0.2576 || NDCG@5 Avg: 0.1118 || NDCG@10 Avg: 0.1396[0m
2023-09-15 22:35:58,139:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 22:36:02,603:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.463901 seconds ...[0m
2023-09-15 22:36:02,702:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.41206[0m
2023-09-15 22:36:02,702:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 22:36:02,702:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 22:36:07,500:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.798217 seconds ...[0m
2023-09-15 22:36:07,580:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.41664[0m
2023-09-15 22:36:07,580:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 22:36:07,580:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 22:36:12,233:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.652891 seconds ...[0m
2023-09-15 22:36:12,302:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.41464[0m
2023-09-15 22:36:12,302:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 22:36:12,302:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 22:36:16,745:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.442401 seconds ...[0m
2023-09-15 22:36:16,801:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.41187[0m
2023-09-15 22:36:16,801:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 22:36:16,801:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 22:36:21,370:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.569145 seconds ...[0m
2023-09-15 22:36:23,060:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.612468 seconds ...[0m
2023-09-15 22:36:23,061:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1430*** [0m
2023-09-15 22:36:23,071:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.41175[0m
2023-09-15 22:36:23,071:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1707 || HITRATE@10 Avg: 0.2652 || NDCG@5 Avg: 0.1126 || NDCG@10 Avg: 0.1430[0m
2023-09-15 22:36:23,071:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 22:36:27,616:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.545126 seconds ...[0m
2023-09-15 22:36:27,677:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.41140[0m
2023-09-15 22:36:27,678:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 22:36:27,678:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 22:36:32,643:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.965074 seconds ...[0m
2023-09-15 22:36:32,708:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.41007[0m
2023-09-15 22:36:32,708:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 22:36:32,709:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 22:36:37,820:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.111247 seconds ...[0m
2023-09-15 22:36:37,975:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.41023[0m
2023-09-15 22:36:37,975:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 22:36:37,975:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 22:36:42,906:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.930186 seconds ...[0m
2023-09-15 22:36:42,984:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.41295[0m
2023-09-15 22:36:42,984:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 22:36:42,984:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 22:36:48,075:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.091211 seconds ...[0m
2023-09-15 22:36:49,612:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.461287 seconds ...[0m
2023-09-15 22:36:49,613:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.40868[0m
2023-09-15 22:36:49,613:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1669 || HITRATE@10 Avg: 0.2596 || NDCG@5 Avg: 0.1107 || NDCG@10 Avg: 0.1405[0m
2023-09-15 22:36:49,613:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 22:36:54,238:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.624805 seconds ...[0m
2023-09-15 22:36:54,303:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.40861[0m
2023-09-15 22:36:54,304:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 22:36:54,304:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 22:36:59,500:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.196434 seconds ...[0m
2023-09-15 22:36:59,563:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.40687[0m
2023-09-15 22:36:59,563:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 22:36:59,563:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 22:37:04,362:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.798528 seconds ...[0m
2023-09-15 22:37:04,421:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.40628[0m
2023-09-15 22:37:04,421:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 22:37:04,421:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 22:37:09,519:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.097668 seconds ...[0m
2023-09-15 22:37:09,598:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.40511[0m
2023-09-15 22:37:09,599:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 22:37:09,599:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 22:37:14,208:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.609175 seconds ...[0m
2023-09-15 22:37:15,673:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.405002 seconds ...[0m
2023-09-15 22:37:15,674:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.40677[0m
2023-09-15 22:37:15,674:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1732 || HITRATE@10 Avg: 0.2642 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1429[0m
2023-09-15 22:37:15,674:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 22:37:20,396:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.722146 seconds ...[0m
2023-09-15 22:37:20,466:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.40466[0m
2023-09-15 22:37:20,466:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 22:37:20,467:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 22:37:25,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.537284 seconds ...[0m
2023-09-15 22:37:25,065:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.40460[0m
2023-09-15 22:37:25,065:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 22:37:25,065:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 22:37:29,444:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.378825 seconds ...[0m
2023-09-15 22:37:29,503:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.40279[0m
2023-09-15 22:37:29,503:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 22:37:29,504:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 22:37:34,283:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.779358 seconds ...[0m
2023-09-15 22:37:34,339:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.40329[0m
2023-09-15 22:37:34,339:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 22:37:34,339:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 22:37:39,147:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.807670 seconds ...[0m
2023-09-15 22:37:40,913:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.706408 seconds ...[0m
2023-09-15 22:37:40,913:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1444*** [0m
2023-09-15 22:37:40,920:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.40391[0m
2023-09-15 22:37:40,921:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1740 || HITRATE@10 Avg: 0.2692 || NDCG@5 Avg: 0.1139 || NDCG@10 Avg: 0.1444[0m
2023-09-15 22:37:40,921:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 22:37:45,540:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.618978 seconds ...[0m
2023-09-15 22:37:45,600:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.40069[0m
2023-09-15 22:37:45,600:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 22:37:45,600:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 22:37:50,431:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.830542 seconds ...[0m
2023-09-15 22:37:50,494:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.40657[0m
2023-09-15 22:37:50,494:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 22:37:50,494:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 22:37:55,168:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.673046 seconds ...[0m
2023-09-15 22:37:55,246:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.39984[0m
2023-09-15 22:37:55,246:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 22:37:55,246:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 22:38:00,634:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.387924 seconds ...[0m
2023-09-15 22:38:00,703:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.40175[0m
2023-09-15 22:38:00,703:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 22:38:00,703:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 22:38:05,336:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.632866 seconds ...[0m
2023-09-15 22:38:07,044:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.647387 seconds ...[0m
2023-09-15 22:38:07,045:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.39969[0m
2023-09-15 22:38:07,045:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0558 || HITRATE@5 Avg: 0.1737 || HITRATE@10 Avg: 0.2657 || NDCG@5 Avg: 0.1147 || NDCG@10 Avg: 0.1444[0m
2023-09-15 22:38:07,045:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 22:38:11,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.713355 seconds ...[0m
2023-09-15 22:38:12,028:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.40074[0m
2023-09-15 22:38:12,029:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 22:38:12,029:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 22:38:16,158:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.128669 seconds ...[0m
2023-09-15 22:38:16,229:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.39822[0m
2023-09-15 22:38:16,230:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 22:38:16,230:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 22:38:20,790:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.559775 seconds ...[0m
2023-09-15 22:38:20,884:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.40095[0m
2023-09-15 22:38:20,884:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 22:38:20,884:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 22:38:25,398:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.514087 seconds ...[0m
2023-09-15 22:38:25,459:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.39590[0m
2023-09-15 22:38:25,459:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 22:38:25,459:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 22:38:30,445:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.984942 seconds ...[0m
2023-09-15 22:38:32,282:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.770350 seconds ...[0m
2023-09-15 22:38:32,282:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1456*** [0m
2023-09-15 22:38:32,291:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.39901[0m
2023-09-15 22:38:32,291:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1767 || HITRATE@10 Avg: 0.2733 || NDCG@5 Avg: 0.1146 || NDCG@10 Avg: 0.1456[0m
2023-09-15 22:38:32,291:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 22:38:36,950:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.658659 seconds ...[0m
2023-09-15 22:38:37,014:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.39829[0m
2023-09-15 22:38:37,014:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 22:38:37,014:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 22:38:41,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.514221 seconds ...[0m
2023-09-15 22:38:41,602:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.40068[0m
2023-09-15 22:38:41,602:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 22:38:41,602:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 22:38:46,830:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.227610 seconds ...[0m
2023-09-15 22:38:46,892:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.39857[0m
2023-09-15 22:38:46,892:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 22:38:46,892:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 22:38:51,897:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.004393 seconds ...[0m
2023-09-15 22:38:51,958:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.39468[0m
2023-09-15 22:38:51,958:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 22:38:51,958:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 22:38:56,572:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.613912 seconds ...[0m
2023-09-15 22:38:58,353:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.710647 seconds ...[0m
2023-09-15 22:38:58,353:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.39733[0m
2023-09-15 22:38:58,353:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0545 || HITRATE@5 Avg: 0.1762 || HITRATE@10 Avg: 0.2699 || NDCG@5 Avg: 0.1151 || NDCG@10 Avg: 0.1453[0m
2023-09-15 22:38:58,353:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 22:39:02,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.578032 seconds ...[0m
2023-09-15 22:39:02,996:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.39498[0m
2023-09-15 22:39:02,996:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 22:39:02,996:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 22:39:07,521:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.524732 seconds ...[0m
2023-09-15 22:39:07,584:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.39706[0m
2023-09-15 22:39:07,584:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 22:39:07,585:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 22:39:12,155:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.569956 seconds ...[0m
2023-09-15 22:39:12,214:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.39790[0m
2023-09-15 22:39:12,214:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 22:39:12,215:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 22:39:16,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.494228 seconds ...[0m
2023-09-15 22:39:16,770:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.39533[0m
2023-09-15 22:39:16,771:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 22:39:16,771:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 22:39:21,482:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.711276 seconds ...[0m
2023-09-15 22:39:23,136:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.593222 seconds ...[0m
2023-09-15 22:39:23,136:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1464*** [0m
2023-09-15 22:39:23,144:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.39590[0m
2023-09-15 22:39:23,144:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0563 || HITRATE@5 Avg: 0.1752 || HITRATE@10 Avg: 0.2702 || NDCG@5 Avg: 0.1158 || NDCG@10 Avg: 0.1464[0m
2023-09-15 22:39:23,144:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 22:39:27,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.614819 seconds ...[0m
2023-09-15 22:39:27,818:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.39169[0m
2023-09-15 22:39:27,818:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 22:39:27,818:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 22:39:32,543:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.724285 seconds ...[0m
2023-09-15 22:39:32,608:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.39065[0m
2023-09-15 22:39:32,608:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 22:39:32,608:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 22:39:37,441:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.832663 seconds ...[0m
2023-09-15 22:39:37,503:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.38927[0m
2023-09-15 22:39:37,503:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 22:39:37,503:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 22:39:42,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.657747 seconds ...[0m
2023-09-15 22:39:42,225:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.38990[0m
2023-09-15 22:39:42,226:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 22:39:42,226:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 22:39:47,131:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.904712 seconds ...[0m
2023-09-15 22:39:48,674:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.469504 seconds ...[0m
2023-09-15 22:39:48,674:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.38497[0m
2023-09-15 22:39:48,675:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1752 || HITRATE@10 Avg: 0.2702 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1445[0m
2023-09-15 22:39:48,675:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 22:39:54,084:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.408888 seconds ...[0m
2023-09-15 22:39:54,146:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.39094[0m
2023-09-15 22:39:54,147:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 22:39:54,147:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 22:39:58,667:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.520131 seconds ...[0m
2023-09-15 22:39:58,737:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.38898[0m
2023-09-15 22:39:58,737:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 22:39:58,737:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 22:40:03,626:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.888870 seconds ...[0m
2023-09-15 22:40:03,690:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.39327[0m
2023-09-15 22:40:03,690:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 22:40:03,690:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 22:40:08,429:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.738362 seconds ...[0m
2023-09-15 22:40:08,489:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.38891[0m
2023-09-15 22:40:08,489:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 22:40:08,489:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 22:40:13,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.514739 seconds ...[0m
2023-09-15 22:40:14,478:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.408852 seconds ...[0m
2023-09-15 22:40:14,478:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.38985[0m
2023-09-15 22:40:14,478:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0563 || HITRATE@5 Avg: 0.1776 || HITRATE@10 Avg: 0.2695 || NDCG@5 Avg: 0.1164 || NDCG@10 Avg: 0.1460[0m
2023-09-15 22:40:14,479:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 22:40:19,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.672679 seconds ...[0m
2023-09-15 22:40:19,209:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.38832[0m
2023-09-15 22:40:19,210:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 22:40:19,210:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 22:40:23,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.619535 seconds ...[0m
2023-09-15 22:40:23,897:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.39078[0m
2023-09-15 22:40:23,897:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 22:40:23,897:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 22:40:28,622:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.724298 seconds ...[0m
2023-09-15 22:40:28,678:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.38853[0m
2023-09-15 22:40:28,678:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 22:40:28,678:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 22:40:32,884:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.206207 seconds ...[0m
2023-09-15 22:40:32,947:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.38701[0m
2023-09-15 22:40:32,948:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 22:40:32,948:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 22:40:38,108:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.159781 seconds ...[0m
2023-09-15 22:40:39,832:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.639032 seconds ...[0m
2023-09-15 22:40:39,832:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.38569[0m
2023-09-15 22:40:39,832:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1803 || HITRATE@10 Avg: 0.2667 || NDCG@5 Avg: 0.1167 || NDCG@10 Avg: 0.1447[0m
2023-09-15 22:40:39,832:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 22:40:44,486:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.653798 seconds ...[0m
2023-09-15 22:40:44,586:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.38754[0m
2023-09-15 22:40:44,586:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 22:40:44,586:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 22:40:49,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.889418 seconds ...[0m
2023-09-15 22:40:49,540:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.38536[0m
2023-09-15 22:40:49,540:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 22:40:49,540:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 22:40:54,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.612807 seconds ...[0m
2023-09-15 22:40:54,214:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.38374[0m
2023-09-15 22:40:54,214:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 22:40:54,214:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 22:40:58,447:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.232384 seconds ...[0m
2023-09-15 22:40:58,510:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.38586[0m
2023-09-15 22:40:58,510:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 22:40:58,510:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 22:41:02,988:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.477382 seconds ...[0m
2023-09-15 22:41:04,695:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.647519 seconds ...[0m
2023-09-15 22:41:04,696:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1466*** [0m
2023-09-15 22:41:04,707:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.38343[0m
2023-09-15 22:41:04,708:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1795 || HITRATE@10 Avg: 0.2742 || NDCG@5 Avg: 0.1161 || NDCG@10 Avg: 0.1466[0m
2023-09-15 22:41:04,708:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 22:41:09,634:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.925666 seconds ...[0m
2023-09-15 22:41:09,693:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.38122[0m
2023-09-15 22:41:09,693:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 22:41:09,693:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 22:41:14,014:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.320569 seconds ...[0m
2023-09-15 22:41:14,079:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.38284[0m
2023-09-15 22:41:14,079:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 22:41:14,079:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 22:41:18,604:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.524706 seconds ...[0m
2023-09-15 22:41:18,663:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.38687[0m
2023-09-15 22:41:18,664:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 22:41:18,664:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 22:41:23,146:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.482460 seconds ...[0m
2023-09-15 22:41:23,356:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.38399[0m
2023-09-15 22:41:23,356:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 22:41:23,356:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 22:41:28,498:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.141752 seconds ...[0m
2023-09-15 22:41:30,089:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.532198 seconds ...[0m
2023-09-15 22:41:30,090:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.38461[0m
2023-09-15 22:41:30,090:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0522 || HITRATE@5 Avg: 0.1803 || HITRATE@10 Avg: 0.2725 || NDCG@5 Avg: 0.1158 || NDCG@10 Avg: 0.1453[0m
2023-09-15 22:41:30,090:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 22:41:34,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.639233 seconds ...[0m
2023-09-15 22:41:34,800:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.38464[0m
2023-09-15 22:41:34,800:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 22:41:34,800:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 22:41:39,727:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.926630 seconds ...[0m
2023-09-15 22:41:39,799:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.38390[0m
2023-09-15 22:41:39,799:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 22:41:39,800:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 22:41:44,885:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.085654 seconds ...[0m
2023-09-15 22:41:44,953:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.38496[0m
2023-09-15 22:41:44,953:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 22:41:44,953:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 22:41:49,549:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.595661 seconds ...[0m
2023-09-15 22:41:49,608:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.38262[0m
2023-09-15 22:41:49,608:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 22:41:49,608:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 22:41:54,247:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.638548 seconds ...[0m
2023-09-15 22:41:55,999:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.691241 seconds ...[0m
2023-09-15 22:41:55,999:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1492*** [0m
2023-09-15 22:41:56,006:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.37870[0m
2023-09-15 22:41:56,006:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0581 || HITRATE@5 Avg: 0.1811 || HITRATE@10 Avg: 0.2747 || NDCG@5 Avg: 0.1191 || NDCG@10 Avg: 0.1492[0m
2023-09-15 22:41:56,006:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 22:42:00,378:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.371654 seconds ...[0m
2023-09-15 22:42:00,451:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.38136[0m
2023-09-15 22:42:00,451:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 22:42:00,451:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 22:42:05,092:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.640309 seconds ...[0m
2023-09-15 22:42:05,161:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.38263[0m
2023-09-15 22:42:05,161:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 22:42:05,161:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 22:42:09,564:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.402326 seconds ...[0m
2023-09-15 22:42:09,645:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.37844[0m
2023-09-15 22:42:09,645:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 22:42:09,646:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 22:42:14,429:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.783208 seconds ...[0m
2023-09-15 22:42:14,488:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.37888[0m
2023-09-15 22:42:14,488:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 22:42:14,488:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 22:42:19,105:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.616965 seconds ...[0m
2023-09-15 22:42:20,925:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.574450 seconds ...[0m
2023-09-15 22:42:20,925:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.37956[0m
2023-09-15 22:42:20,925:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0546 || HITRATE@5 Avg: 0.1831 || HITRATE@10 Avg: 0.2750 || NDCG@5 Avg: 0.1187 || NDCG@10 Avg: 0.1482[0m
2023-09-15 22:42:20,925:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 22:42:25,774:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.848954 seconds ...[0m
2023-09-15 22:42:25,845:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.38231[0m
2023-09-15 22:42:25,845:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 22:42:25,845:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 22:42:30,453:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.608054 seconds ...[0m
2023-09-15 22:42:30,515:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.38114[0m
2023-09-15 22:42:30,516:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 22:42:30,516:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 22:42:35,201:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.684632 seconds ...[0m
2023-09-15 22:42:35,285:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.37820[0m
2023-09-15 22:42:35,285:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 22:42:35,285:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 22:42:40,176:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.890504 seconds ...[0m
2023-09-15 22:42:40,250:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.37838[0m
2023-09-15 22:42:40,250:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 22:42:40,250:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 22:42:45,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.825971 seconds ...[0m
2023-09-15 22:42:46,607:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.457483 seconds ...[0m
2023-09-15 22:42:46,608:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1496*** [0m
2023-09-15 22:42:46,618:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.37809[0m
2023-09-15 22:42:46,618:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0565 || HITRATE@5 Avg: 0.1821 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1194 || NDCG@10 Avg: 0.1496[0m
2023-09-15 22:42:46,618:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 22:42:51,271:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.651860 seconds ...[0m
2023-09-15 22:42:51,332:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.37853[0m
2023-09-15 22:42:51,333:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 22:42:51,333:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 22:42:55,658:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.324750 seconds ...[0m
2023-09-15 22:42:55,713:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.37820[0m
2023-09-15 22:42:55,713:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 22:42:55,713:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 22:43:00,423:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.709058 seconds ...[0m
2023-09-15 22:43:00,629:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.38272[0m
2023-09-15 22:43:00,629:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 22:43:00,629:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 22:43:05,812:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.182778 seconds ...[0m
2023-09-15 22:43:05,874:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.37577[0m
2023-09-15 22:43:05,874:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 22:43:05,874:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 22:43:10,641:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.766984 seconds ...[0m
2023-09-15 22:43:12,295:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.582341 seconds ...[0m
2023-09-15 22:43:12,296:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.37670[0m
2023-09-15 22:43:12,296:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0584 || HITRATE@5 Avg: 0.1815 || HITRATE@10 Avg: 0.2733 || NDCG@5 Avg: 0.1195 || NDCG@10 Avg: 0.1492[0m
2023-09-15 22:43:12,296:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 22:43:17,183:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.886669 seconds ...[0m
2023-09-15 22:43:17,250:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.38025[0m
2023-09-15 22:43:17,251:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 22:43:17,251:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 22:43:22,212:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.960181 seconds ...[0m
2023-09-15 22:43:22,299:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.37389[0m
2023-09-15 22:43:22,299:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 22:43:22,299:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 22:43:26,895:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.595581 seconds ...[0m
2023-09-15 22:43:26,974:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.37657[0m
2023-09-15 22:43:26,974:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 22:43:26,974:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 22:43:31,837:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.862202 seconds ...[0m
2023-09-15 22:43:31,899:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.37860[0m
2023-09-15 22:43:31,899:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 22:43:31,899:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 22:43:36,454:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.554571 seconds ...[0m
2023-09-15 22:43:37,961:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.445703 seconds ...[0m
2023-09-15 22:43:37,961:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.37899[0m
2023-09-15 22:43:37,961:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0538 || HITRATE@5 Avg: 0.1768 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1152 || NDCG@10 Avg: 0.1470[0m
2023-09-15 22:43:37,961:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 22:43:42,669:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.707039 seconds ...[0m
2023-09-15 22:43:42,737:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.37459[0m
2023-09-15 22:43:42,737:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 22:43:42,737:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 22:43:47,321:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.584166 seconds ...[0m
2023-09-15 22:43:47,380:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.37653[0m
2023-09-15 22:43:47,380:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 22:43:47,380:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 22:43:51,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.388218 seconds ...[0m
2023-09-15 22:43:51,828:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.37818[0m
2023-09-15 22:43:51,828:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 22:43:51,829:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 22:43:56,168:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.338970 seconds ...[0m
2023-09-15 22:43:56,232:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.37240[0m
2023-09-15 22:43:56,233:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 22:43:56,233:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 22:44:01,413:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.179688 seconds ...[0m
2023-09-15 22:44:02,882:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.399344 seconds ...[0m
2023-09-15 22:44:02,882:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.37662[0m
2023-09-15 22:44:02,882:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1791 || HITRATE@10 Avg: 0.2727 || NDCG@5 Avg: 0.1166 || NDCG@10 Avg: 0.1467[0m
2023-09-15 22:44:02,882:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 22:44:07,458:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.575380 seconds ...[0m
2023-09-15 22:44:07,587:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.37319[0m
2023-09-15 22:44:07,587:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 22:44:07,587:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 22:44:12,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.264143 seconds ...[0m
2023-09-15 22:44:12,915:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.37374[0m
2023-09-15 22:44:12,915:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 22:44:12,915:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 22:44:17,665:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.749236 seconds ...[0m
2023-09-15 22:44:17,865:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.37232[0m
2023-09-15 22:44:17,865:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 22:44:17,865:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 22:44:22,232:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.366536 seconds ...[0m
2023-09-15 22:44:22,303:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.37310[0m
2023-09-15 22:44:22,303:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 22:44:22,304:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 22:44:26,877:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.573229 seconds ...[0m
2023-09-15 22:44:28,653:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.716588 seconds ...[0m
2023-09-15 22:44:28,654:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.37666[0m
2023-09-15 22:44:28,654:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0551 || HITRATE@5 Avg: 0.1829 || HITRATE@10 Avg: 0.2781 || NDCG@5 Avg: 0.1189 || NDCG@10 Avg: 0.1494[0m
2023-09-15 22:44:28,654:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 22:44:33,308:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.654057 seconds ...[0m
2023-09-15 22:44:33,367:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.37449[0m
2023-09-15 22:44:33,367:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 22:44:33,367:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 22:44:38,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.636766 seconds ...[0m
2023-09-15 22:44:38,066:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.37596[0m
2023-09-15 22:44:38,066:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 22:44:38,067:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 22:44:42,662:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.594838 seconds ...[0m
2023-09-15 22:44:42,728:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.37289[0m
2023-09-15 22:44:42,728:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 22:44:42,728:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 22:44:47,334:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.605540 seconds ...[0m
2023-09-15 22:44:47,415:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.36778[0m
2023-09-15 22:44:47,415:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 22:44:47,415:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 22:44:51,927:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.511454 seconds ...[0m
2023-09-15 22:44:53,703:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.687139 seconds ...[0m
2023-09-15 22:44:53,704:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.37537[0m
2023-09-15 22:44:53,704:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0571 || HITRATE@5 Avg: 0.1798 || HITRATE@10 Avg: 0.2735 || NDCG@5 Avg: 0.1187 || NDCG@10 Avg: 0.1487[0m
2023-09-15 22:44:53,704:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 22:44:58,698:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.993320 seconds ...[0m
2023-09-15 22:44:58,760:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.37088[0m
2023-09-15 22:44:58,760:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 22:44:58,760:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 22:45:03,114:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.353779 seconds ...[0m
2023-09-15 22:45:03,316:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.36937[0m
2023-09-15 22:45:03,317:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 22:45:03,317:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 22:45:08,085:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.767947 seconds ...[0m
2023-09-15 22:45:08,146:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.37077[0m
2023-09-15 22:45:08,146:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 22:45:08,146:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 22:45:12,577:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.431117 seconds ...[0m
2023-09-15 22:45:12,658:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.37243[0m
2023-09-15 22:45:12,658:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 22:45:12,659:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 22:45:17,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.605537 seconds ...[0m
2023-09-15 22:45:18,695:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.421777 seconds ...[0m
2023-09-15 22:45:20,451:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.755607 seconds ...[0m
2023-09-15 22:45:20,452:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.37169[0m
2023-09-15 22:45:20,452:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0561 || HITRATE@5 Avg: 0.1823 || HITRATE@10 Avg: 0.2730 || NDCG@5 Avg: 0.1187 || NDCG@10 Avg: 0.1479[0m
2023-09-15 22:45:20,452:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0518 || HITRATE@5 Avg: 0.1666 || HITRATE@10 Avg: 0.2565 || NDCG@5 Avg: 0.1098 || NDCG@10 Avg: 0.1387[0m
2023-09-15 22:45:22,067:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.367784     193
1   valid   HITRATE@1  0.058444     175
2   valid   HITRATE@5  0.183113     165
3   valid  HITRATE@10  0.278146     190
4   valid      NDCG@5  0.119514     175
5   valid     NDCG@10  0.149606     170
6    test   HITRATE@1  0.051821       0
7    test   HITRATE@5  0.166556       0
8    test  HITRATE@10  0.256457       0
9    test      NDCG@5  0.109817       0
10   test     NDCG@10  0.138708       0[0m
2023-09-15 22:45:22,067:	[1;33m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/3-0915222805[0m
2023-09-15 22:45:22,117:	[1;33m[Wall TIME] >>> Coach.summary takes 1.665072 seconds ...[0m
2023-09-15 22:45:22,117:	[1;33m[Coach] >>> Load best model @Epoch 170  [0m
2023-09-15 22:45:23,436:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.311130 seconds ...[0m
2023-09-15 22:45:24,975:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.538064 seconds ...[0m
2023-09-15 22:45:24,975:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>> [0m
2023-09-15 22:45:24,975:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0565 || HITRATE@5 Avg: 0.1821 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1194 || NDCG@10 Avg: 0.1496[0m
2023-09-15 22:45:24,975:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0530 || HITRATE@5 Avg: 0.1654 || HITRATE@10 Avg: 0.2581 || NDCG@5 Avg: 0.1096 || NDCG@10 Avg: 0.1394[0m
2023-09-15 22:45:24,993:	[1;33m[Wall TIME] >>> Coach.fit takes 1028.044193 seconds ...[0m
