2023-09-15 22:28:06,380:	========================================================================
2023-09-15 22:28:06,381:	========================================================================
2023-09-15 22:28:06,381:	========================================================================
2023-09-15 22:28:06,381:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 22:28:06,381:	[1;34m[Seed] >>> Set seed: 2[0m
2023-09-15 22:28:06,381:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 2] 
[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: 2] 
[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: 0915222803] 
[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/2] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/2-0915222803] 
[0m
2023-09-15 22:28:06,382:	[1;34m[Wall TIME] >>> Parser.compile takes 0.005025 seconds ...[0m
2023-09-15 22:28:06,385:	[1;34m[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 22:28:06,820:	[1;34m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-15 22:28:06,820:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.437927 seconds ...[0m
2023-09-15 22:28:07,926:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.683817 seconds ...[0m
2023-09-15 22:28:08,459:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.532113 seconds ...[0m
2023-09-15 22:28:08,972:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.512608 seconds ...[0m
2023-09-15 22:28:15,074:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 22:28:15,075:	[1;34m[Wall TIME] >>> Coach.compile takes 0.001144 seconds ...[0m
2023-09-15 22:28:16,769:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.651790 seconds ...[0m
2023-09-15 22:28:16,769:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0008*** [0m
2023-09-15 22:28:16,776:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 22:28:16,776:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0008 || HITRATE@10 Avg: 0.0022 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0008[0m
2023-09-15 22:28:16,776:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 22:28:21,119:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.343050 seconds ...[0m
2023-09-15 22:28:21,178:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.26413[0m
2023-09-15 22:28:21,178:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 22:28:21,178:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 22:28:25,727:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.548219 seconds ...[0m
2023-09-15 22:28:25,788:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.06809[0m
2023-09-15 22:28:25,788:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 22:28:25,788:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 22:28:30,256:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.467886 seconds ...[0m
2023-09-15 22:28:30,315:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.01335[0m
2023-09-15 22:28:30,315:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 22:28:30,315:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 22:28:34,984:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.668771 seconds ...[0m
2023-09-15 22:28:35,043:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.95579[0m
2023-09-15 22:28:35,043:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 22:28:35,043:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 22:28:39,555:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.511305 seconds ...[0m
2023-09-15 22:28:41,002:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.380144 seconds ...[0m
2023-09-15 22:28:41,002:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0270*** [0m
2023-09-15 22:28:41,009:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.89406[0m
2023-09-15 22:28:41,009:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0311 || HITRATE@10 Avg: 0.0560 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0270[0m
2023-09-15 22:28:41,009:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 22:28:45,129:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.119760 seconds ...[0m
2023-09-15 22:28:45,210:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.85431[0m
2023-09-15 22:28:45,210:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 22:28:45,210:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 22:28:50,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.030170 seconds ...[0m
2023-09-15 22:28:50,305:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.82553[0m
2023-09-15 22:28:50,306:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 22:28:50,306:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 22:28:54,869:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.563369 seconds ...[0m
2023-09-15 22:28:54,929:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.79801[0m
2023-09-15 22:28:54,929:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 22:28:54,929:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 22:28:59,746:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.815840 seconds ...[0m
2023-09-15 22:28:59,804:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.76550[0m
2023-09-15 22:28:59,804:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 22:28:59,804:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 22:29:04,374:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.570139 seconds ...[0m
2023-09-15 22:29:05,776:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.343101 seconds ...[0m
2023-09-15 22:29:05,776:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0571*** [0m
2023-09-15 22:29:05,784:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.74849[0m
2023-09-15 22:29:05,784:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0187 || HITRATE@5 Avg: 0.0649 || HITRATE@10 Avg: 0.1118 || NDCG@5 Avg: 0.0421 || NDCG@10 Avg: 0.0571[0m
2023-09-15 22:29:05,784:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 22:29:10,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.273738 seconds ...[0m
2023-09-15 22:29:10,127:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.72071[0m
2023-09-15 22:29:10,127:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 22:29:10,128:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 22:29:14,974:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.845906 seconds ...[0m
2023-09-15 22:29:15,029:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.69347[0m
2023-09-15 22:29:15,030:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 22:29:15,030:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 22:29:19,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.028459 seconds ...[0m
2023-09-15 22:29:19,116:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.66821[0m
2023-09-15 22:29:19,116:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 22:29:19,116:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 22:29:23,540:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.422957 seconds ...[0m
2023-09-15 22:29:23,625:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.65145[0m
2023-09-15 22:29:23,626:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 22:29:23,627:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 22:29:27,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.326565 seconds ...[0m
2023-09-15 22:29:29,328:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.311596 seconds ...[0m
2023-09-15 22:29:29,328:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0745*** [0m
2023-09-15 22:29:29,337:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.63236[0m
2023-09-15 22:29:29,337:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0879 || HITRATE@10 Avg: 0.1434 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0745[0m
2023-09-15 22:29:29,337:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 22:29:34,149:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.810896 seconds ...[0m
2023-09-15 22:29:34,227:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.62141[0m
2023-09-15 22:29:34,227:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 22:29:34,227:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 22:29:38,785:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.557550 seconds ...[0m
2023-09-15 22:29:38,856:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.60948[0m
2023-09-15 22:29:38,856:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 22:29:38,856:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 22:29:43,578:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.721182 seconds ...[0m
2023-09-15 22:29:43,639:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.59912[0m
2023-09-15 22:29:43,640:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 22:29:43,640:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 22:29:48,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.433560 seconds ...[0m
2023-09-15 22:29:48,142:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.59152[0m
2023-09-15 22:29:48,144:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 22:29:48,144:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 22:29:52,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.817704 seconds ...[0m
2023-09-15 22:29:54,314:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.285696 seconds ...[0m
2023-09-15 22:29:54,315:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0865*** [0m
2023-09-15 22:29:54,322:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.57747[0m
2023-09-15 22:29:54,323:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.1022 || HITRATE@10 Avg: 0.1680 || NDCG@5 Avg: 0.0655 || NDCG@10 Avg: 0.0865[0m
2023-09-15 22:29:54,323:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 22:29:59,464:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.141504 seconds ...[0m
2023-09-15 22:29:59,623:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.57187[0m
2023-09-15 22:29:59,623:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 22:29:59,623:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 22:30:04,312:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.688149 seconds ...[0m
2023-09-15 22:30:04,367:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.56048[0m
2023-09-15 22:30:04,367:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 22:30:04,367:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 22:30:09,487:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.119913 seconds ...[0m
2023-09-15 22:30:09,562:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.55797[0m
2023-09-15 22:30:09,562:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 22:30:09,563:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 22:30:14,206:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.643557 seconds ...[0m
2023-09-15 22:30:14,273:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.55055[0m
2023-09-15 22:30:14,273:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 22:30:14,273:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 22:30:18,646:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.373146 seconds ...[0m
2023-09-15 22:30:20,073:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.358955 seconds ...[0m
2023-09-15 22:30:20,073:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0940*** [0m
2023-09-15 22:30:20,080:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.54164[0m
2023-09-15 22:30:20,080:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.1088 || HITRATE@10 Avg: 0.1834 || NDCG@5 Avg: 0.0700 || NDCG@10 Avg: 0.0940[0m
2023-09-15 22:30:20,080:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 22:30:25,041:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.961349 seconds ...[0m
2023-09-15 22:30:25,107:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.53587[0m
2023-09-15 22:30:25,108:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 22:30:25,108:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 22:30:29,539:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.431711 seconds ...[0m
2023-09-15 22:30:29,594:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53188[0m
2023-09-15 22:30:29,594:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 22:30:29,594:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 22:30:34,136:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.541998 seconds ...[0m
2023-09-15 22:30:34,199:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52717[0m
2023-09-15 22:30:34,199:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 22:30:34,199:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 22:30:38,901:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.701710 seconds ...[0m
2023-09-15 22:30:38,970:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.52437[0m
2023-09-15 22:30:38,970:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 22:30:38,970:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 22:30:43,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.905522 seconds ...[0m
2023-09-15 22:30:45,297:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.359584 seconds ...[0m
2023-09-15 22:30:45,298:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1040*** [0m
2023-09-15 22:30:45,309:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.51470[0m
2023-09-15 22:30:45,309:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0341 || HITRATE@5 Avg: 0.1228 || HITRATE@10 Avg: 0.2017 || NDCG@5 Avg: 0.0785 || NDCG@10 Avg: 0.1040[0m
2023-09-15 22:30:45,309:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 22:30:49,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.348191 seconds ...[0m
2023-09-15 22:30:49,726:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.51257[0m
2023-09-15 22:30:49,727:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 22:30:49,727:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 22:30:54,204:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.477426 seconds ...[0m
2023-09-15 22:30:54,301:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.50936[0m
2023-09-15 22:30:54,301:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 22:30:54,301:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 22:30:59,238:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.936336 seconds ...[0m
2023-09-15 22:30:59,303:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.50198[0m
2023-09-15 22:30:59,304:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 22:30:59,305:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 22:31:03,928:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.622478 seconds ...[0m
2023-09-15 22:31:04,021:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.49864[0m
2023-09-15 22:31:04,021:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 22:31:04,021:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 22:31:08,646:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.624322 seconds ...[0m
2023-09-15 22:31:10,152:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.425834 seconds ...[0m
2023-09-15 22:31:10,152:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1116*** [0m
2023-09-15 22:31:10,159:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.50101[0m
2023-09-15 22:31:10,160:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0391 || HITRATE@5 Avg: 0.1320 || HITRATE@10 Avg: 0.2136 || NDCG@5 Avg: 0.0852 || NDCG@10 Avg: 0.1116[0m
2023-09-15 22:31:10,160:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 22:31:15,061:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.901253 seconds ...[0m
2023-09-15 22:31:15,123:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.49343[0m
2023-09-15 22:31:15,124:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 22:31:15,124:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 22:31:19,608:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.484166 seconds ...[0m
2023-09-15 22:31:19,683:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.49031[0m
2023-09-15 22:31:19,683:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 22:31:19,683:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 22:31:24,629:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.946027 seconds ...[0m
2023-09-15 22:31:24,693:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.48823[0m
2023-09-15 22:31:24,693:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 22:31:24,693:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 22:31:29,478:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.785192 seconds ...[0m
2023-09-15 22:31:29,537:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.49038[0m
2023-09-15 22:31:29,538:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 22:31:29,538:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 22:31:34,144:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.606088 seconds ...[0m
2023-09-15 22:31:35,622:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.403639 seconds ...[0m
2023-09-15 22:31:35,622:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.48209[0m
2023-09-15 22:31:35,622:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0376 || HITRATE@5 Avg: 0.1303 || HITRATE@10 Avg: 0.2159 || NDCG@5 Avg: 0.0838 || NDCG@10 Avg: 0.1113[0m
2023-09-15 22:31:35,622:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 22:31:40,122:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.499560 seconds ...[0m
2023-09-15 22:31:40,182:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.48537[0m
2023-09-15 22:31:40,182:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 22:31:40,183:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 22:31:44,921:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.738505 seconds ...[0m
2023-09-15 22:31:44,985:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.47800[0m
2023-09-15 22:31:44,985:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 22:31:44,986:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 22:31:49,189:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.203535 seconds ...[0m
2023-09-15 22:31:49,267:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.48110[0m
2023-09-15 22:31:49,267:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 22:31:49,267:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 22:31:53,721:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.453682 seconds ...[0m
2023-09-15 22:31:53,805:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.47299[0m
2023-09-15 22:31:53,805:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 22:31:53,805:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 22:31:58,505:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.699451 seconds ...[0m
2023-09-15 22:31:59,999:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.434720 seconds ...[0m
2023-09-15 22:31:59,999:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1136*** [0m
2023-09-15 22:32:00,007:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.47655[0m
2023-09-15 22:32:00,007:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0396 || HITRATE@5 Avg: 0.1356 || HITRATE@10 Avg: 0.2175 || NDCG@5 Avg: 0.0873 || NDCG@10 Avg: 0.1136[0m
2023-09-15 22:32:00,007:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 22:32:04,621:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.613462 seconds ...[0m
2023-09-15 22:32:04,686:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.47187[0m
2023-09-15 22:32:04,686:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 22:32:04,686:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 22:32:09,386:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.699194 seconds ...[0m
2023-09-15 22:32:09,443:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.47028[0m
2023-09-15 22:32:09,444:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 22:32:09,444:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 22:32:13,750:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.305696 seconds ...[0m
2023-09-15 22:32:13,811:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.46572[0m
2023-09-15 22:32:13,811:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 22:32:13,811:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 22:32:18,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.571100 seconds ...[0m
2023-09-15 22:32:18,467:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.46692[0m
2023-09-15 22:32:18,467:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 22:32:18,467:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 22:32:23,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.632690 seconds ...[0m
2023-09-15 22:32:24,480:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.319021 seconds ...[0m
2023-09-15 22:32:24,481:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1178*** [0m
2023-09-15 22:32:24,488:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.46490[0m
2023-09-15 22:32:24,488:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0401 || HITRATE@5 Avg: 0.1414 || HITRATE@10 Avg: 0.2276 || NDCG@5 Avg: 0.0900 || NDCG@10 Avg: 0.1178[0m
2023-09-15 22:32:24,488:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 22:32:28,574:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.085473 seconds ...[0m
2023-09-15 22:32:28,641:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.46271[0m
2023-09-15 22:32:28,641:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 22:32:28,641:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 22:32:32,690:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.048481 seconds ...[0m
2023-09-15 22:32:32,745:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.46066[0m
2023-09-15 22:32:32,745:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 22:32:32,746:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 22:32:37,000:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.254308 seconds ...[0m
2023-09-15 22:32:37,063:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.46010[0m
2023-09-15 22:32:37,063:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 22:32:37,063:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 22:32:41,922:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.859251 seconds ...[0m
2023-09-15 22:32:42,006:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.45735[0m
2023-09-15 22:32:42,006:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 22:32:42,006:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 22:32:46,779:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.772691 seconds ...[0m
2023-09-15 22:32:48,175:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.338735 seconds ...[0m
2023-09-15 22:32:48,175:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1193*** [0m
2023-09-15 22:32:48,182:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.45512[0m
2023-09-15 22:32:48,183:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0401 || HITRATE@5 Avg: 0.1434 || HITRATE@10 Avg: 0.2293 || NDCG@5 Avg: 0.0918 || NDCG@10 Avg: 0.1193[0m
2023-09-15 22:32:48,183:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 22:32:53,016:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.832802 seconds ...[0m
2023-09-15 22:32:53,095:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.45081[0m
2023-09-15 22:32:53,095:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 22:32:53,095:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 22:32:57,328:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.232636 seconds ...[0m
2023-09-15 22:32:57,386:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.45133[0m
2023-09-15 22:32:57,386:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 22:32:57,386:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 22:33:02,315:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.928726 seconds ...[0m
2023-09-15 22:33:02,379:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.45397[0m
2023-09-15 22:33:02,379:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 22:33:02,379:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 22:33:07,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.861498 seconds ...[0m
2023-09-15 22:33:07,297:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.44632[0m
2023-09-15 22:33:07,298:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 22:33:07,298:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 22:33:12,000:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.701370 seconds ...[0m
2023-09-15 22:33:13,394:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.335630 seconds ...[0m
2023-09-15 22:33:13,394:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1223*** [0m
2023-09-15 22:33:13,402:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.45086[0m
2023-09-15 22:33:13,402:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0421 || HITRATE@5 Avg: 0.1522 || HITRATE@10 Avg: 0.2326 || NDCG@5 Avg: 0.0964 || NDCG@10 Avg: 0.1223[0m
2023-09-15 22:33:13,402:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 22:33:17,643:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.240489 seconds ...[0m
2023-09-15 22:33:17,698:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.44755[0m
2023-09-15 22:33:17,699:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 22:33:17,699:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 22:33:21,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.199253 seconds ...[0m
2023-09-15 22:33:21,957:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.44822[0m
2023-09-15 22:33:21,957:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 22:33:21,957:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 22:33:26,304:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.347251 seconds ...[0m
2023-09-15 22:33:26,370:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.44459[0m
2023-09-15 22:33:26,370:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 22:33:26,370:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 22:33:31,153:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.782825 seconds ...[0m
2023-09-15 22:33:31,213:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.44183[0m
2023-09-15 22:33:31,213:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 22:33:31,213:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 22:33:35,348:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.134872 seconds ...[0m
2023-09-15 22:33:36,725:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.305158 seconds ...[0m
2023-09-15 22:33:36,725:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1274*** [0m
2023-09-15 22:33:36,732:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.44159[0m
2023-09-15 22:33:36,732:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1568 || HITRATE@10 Avg: 0.2457 || NDCG@5 Avg: 0.0988 || NDCG@10 Avg: 0.1274[0m
2023-09-15 22:33:36,732:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 22:33:41,327:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.594407 seconds ...[0m
2023-09-15 22:33:41,381:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.43963[0m
2023-09-15 22:33:41,382:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 22:33:41,382:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 22:33:45,896:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.514476 seconds ...[0m
2023-09-15 22:33:45,974:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.44009[0m
2023-09-15 22:33:45,974:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 22:33:45,974:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 22:33:50,406:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.431723 seconds ...[0m
2023-09-15 22:33:50,468:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.43708[0m
2023-09-15 22:33:50,468:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 22:33:50,468:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 22:33:55,259:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.790653 seconds ...[0m
2023-09-15 22:33:55,331:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.43587[0m
2023-09-15 22:33:55,331:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 22:33:55,331:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 22:33:59,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.277475 seconds ...[0m
2023-09-15 22:34:01,011:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.315505 seconds ...[0m
2023-09-15 22:34:01,012:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1275*** [0m
2023-09-15 22:34:01,019:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.43873[0m
2023-09-15 22:34:01,019:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0427 || HITRATE@5 Avg: 0.1558 || HITRATE@10 Avg: 0.2444 || NDCG@5 Avg: 0.0988 || NDCG@10 Avg: 0.1275[0m
2023-09-15 22:34:01,019:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 22:34:05,664:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.644596 seconds ...[0m
2023-09-15 22:34:05,727:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.43307[0m
2023-09-15 22:34:05,728:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 22:34:05,728:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 22:34:10,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.982247 seconds ...[0m
2023-09-15 22:34:10,766:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.43191[0m
2023-09-15 22:34:10,766:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 22:34:10,766:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 22:34:15,427:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.659967 seconds ...[0m
2023-09-15 22:34:15,505:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.43471[0m
2023-09-15 22:34:15,506:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 22:34:15,506:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 22:34:19,893:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.387291 seconds ...[0m
2023-09-15 22:34:19,948:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.43057[0m
2023-09-15 22:34:19,948:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 22:34:19,948:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 22:34:24,880:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.931772 seconds ...[0m
2023-09-15 22:34:26,221:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.277451 seconds ...[0m
2023-09-15 22:34:26,221:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1325*** [0m
2023-09-15 22:34:26,228:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.42874[0m
2023-09-15 22:34:26,228:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0459 || HITRATE@5 Avg: 0.1609 || HITRATE@10 Avg: 0.2530 || NDCG@5 Avg: 0.1029 || NDCG@10 Avg: 0.1325[0m
2023-09-15 22:34:26,228:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 22:34:31,049:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.820560 seconds ...[0m
2023-09-15 22:34:31,104:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.42802[0m
2023-09-15 22:34:31,104:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 22:34:31,105:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 22:34:35,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.849237 seconds ...[0m
2023-09-15 22:34:36,022:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.42829[0m
2023-09-15 22:34:36,022:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 22:34:36,023:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 22:34:40,310:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.287402 seconds ...[0m
2023-09-15 22:34:40,365:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.42845[0m
2023-09-15 22:34:40,365:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 22:34:40,365:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 22:34:44,704:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.339206 seconds ...[0m
2023-09-15 22:34:44,760:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.42675[0m
2023-09-15 22:34:44,760:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 22:34:44,760:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 22:34:49,050:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.289283 seconds ...[0m
2023-09-15 22:34:50,502:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.381937 seconds ...[0m
2023-09-15 22:34:50,502:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1349*** [0m
2023-09-15 22:34:50,510:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.42487[0m
2023-09-15 22:34:50,510:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0467 || HITRATE@5 Avg: 0.1626 || HITRATE@10 Avg: 0.2575 || NDCG@5 Avg: 0.1044 || NDCG@10 Avg: 0.1349[0m
2023-09-15 22:34:50,510:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 22:34:55,267:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.756451 seconds ...[0m
2023-09-15 22:34:55,323:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.42280[0m
2023-09-15 22:34:55,323:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 22:34:55,323:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 22:34:59,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.389812 seconds ...[0m
2023-09-15 22:34:59,776:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.42372[0m
2023-09-15 22:34:59,776:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 22:34:59,776:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 22:35:04,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.992088 seconds ...[0m
2023-09-15 22:35:04,829:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.42148[0m
2023-09-15 22:35:04,829:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 22:35:04,829:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 22:35:08,861:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.031473 seconds ...[0m
2023-09-15 22:35:08,929:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.42161[0m
2023-09-15 22:35:08,929:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 22:35:08,929:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 22:35:13,326:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.396708 seconds ...[0m
2023-09-15 22:35:14,732:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.348256 seconds ...[0m
2023-09-15 22:35:14,733:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1360*** [0m
2023-09-15 22:35:14,741:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.41815[0m
2023-09-15 22:35:14,741:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0464 || HITRATE@5 Avg: 0.1657 || HITRATE@10 Avg: 0.2579 || NDCG@5 Avg: 0.1062 || NDCG@10 Avg: 0.1360[0m
2023-09-15 22:35:14,741:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 22:35:19,382:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.640859 seconds ...[0m
2023-09-15 22:35:19,448:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.41963[0m
2023-09-15 22:35:19,448:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 22:35:19,448:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 22:35:23,761:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.312116 seconds ...[0m
2023-09-15 22:35:23,833:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.41320[0m
2023-09-15 22:35:23,833:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 22:35:23,833:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 22:35:27,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.148729 seconds ...[0m
2023-09-15 22:35:28,044:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.42111[0m
2023-09-15 22:35:28,045:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 22:35:28,045:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 22:35:32,659:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.614195 seconds ...[0m
2023-09-15 22:35:32,714:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.41900[0m
2023-09-15 22:35:32,714:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 22:35:32,714:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 22:35:37,002:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.287365 seconds ...[0m
2023-09-15 22:35:38,457:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.392712 seconds ...[0m
2023-09-15 22:35:38,457:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.41164[0m
2023-09-15 22:35:38,457:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0450 || HITRATE@5 Avg: 0.1674 || HITRATE@10 Avg: 0.2601 || NDCG@5 Avg: 0.1060 || NDCG@10 Avg: 0.1357[0m
2023-09-15 22:35:38,457:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 22:35:43,139:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.681131 seconds ...[0m
2023-09-15 22:35:43,193:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.41326[0m
2023-09-15 22:35:43,193:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 22:35:43,193:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 22:35:47,194:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.000625 seconds ...[0m
2023-09-15 22:35:47,272:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.41594[0m
2023-09-15 22:35:47,272:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 22:35:47,272:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 22:35:51,433:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.161367 seconds ...[0m
2023-09-15 22:35:51,519:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.41244[0m
2023-09-15 22:35:51,520:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 22:35:51,521:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 22:35:56,552:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.030685 seconds ...[0m
2023-09-15 22:35:56,616:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.41078[0m
2023-09-15 22:35:56,616:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 22:35:56,616:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 22:36:01,212:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.594940 seconds ...[0m
2023-09-15 22:36:02,621:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.340894 seconds ...[0m
2023-09-15 22:36:02,621:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1368*** [0m
2023-09-15 22:36:02,628:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.41357[0m
2023-09-15 22:36:02,628:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1667 || HITRATE@10 Avg: 0.2599 || NDCG@5 Avg: 0.1068 || NDCG@10 Avg: 0.1368[0m
2023-09-15 22:36:02,628:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 22:36:07,412:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.783078 seconds ...[0m
2023-09-15 22:36:07,472:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.41277[0m
2023-09-15 22:36:07,472:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 22:36:07,472:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 22:36:11,714:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.241638 seconds ...[0m
2023-09-15 22:36:11,785:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.41826[0m
2023-09-15 22:36:11,785:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 22:36:11,785:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 22:36:16,167:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.381147 seconds ...[0m
2023-09-15 22:36:16,324:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.41191[0m
2023-09-15 22:36:16,324:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 22:36:16,324:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 22:36:20,962:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.637767 seconds ...[0m
2023-09-15 22:36:21,040:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.41024[0m
2023-09-15 22:36:21,041:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 22:36:21,041:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 22:36:25,207:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.165532 seconds ...[0m
2023-09-15 22:36:26,618:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.355855 seconds ...[0m
2023-09-15 22:36:26,618:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1380*** [0m
2023-09-15 22:36:26,626:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.40900[0m
2023-09-15 22:36:26,626:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1687 || HITRATE@10 Avg: 0.2601 || NDCG@5 Avg: 0.1086 || NDCG@10 Avg: 0.1380[0m
2023-09-15 22:36:26,626:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 22:36:31,414:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.787147 seconds ...[0m
2023-09-15 22:36:31,474:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.40884[0m
2023-09-15 22:36:31,474:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 22:36:31,474:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 22:36:36,163:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.688241 seconds ...[0m
2023-09-15 22:36:36,220:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.40602[0m
2023-09-15 22:36:36,220:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 22:36:36,220:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 22:36:40,716:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.495680 seconds ...[0m
2023-09-15 22:36:40,779:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.40626[0m
2023-09-15 22:36:40,779:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 22:36:40,779:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 22:36:45,630:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.850179 seconds ...[0m
2023-09-15 22:36:45,688:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.40675[0m
2023-09-15 22:36:45,688:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 22:36:45,688:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 22:36:50,141:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.453197 seconds ...[0m
2023-09-15 22:36:51,485:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.282039 seconds ...[0m
2023-09-15 22:36:51,485:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1390*** [0m
2023-09-15 22:36:51,492:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.40675[0m
2023-09-15 22:36:51,493:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1677 || HITRATE@10 Avg: 0.2604 || NDCG@5 Avg: 0.1092 || NDCG@10 Avg: 0.1390[0m
2023-09-15 22:36:51,493:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 22:36:55,922:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.429125 seconds ...[0m
2023-09-15 22:36:55,979:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.40402[0m
2023-09-15 22:36:55,979:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 22:36:55,979:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 22:37:00,322:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.342952 seconds ...[0m
2023-09-15 22:37:00,376:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.40757[0m
2023-09-15 22:37:00,376:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 22:37:00,376:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 22:37:04,544:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.167701 seconds ...[0m
2023-09-15 22:37:04,640:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.40486[0m
2023-09-15 22:37:04,640:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 22:37:04,640:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 22:37:08,531:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.890371 seconds ...[0m
2023-09-15 22:37:08,593:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.40683[0m
2023-09-15 22:37:08,593:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 22:37:08,593:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 22:37:13,286:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.693130 seconds ...[0m
2023-09-15 22:37:14,712:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.352972 seconds ...[0m
2023-09-15 22:37:14,712:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1393*** [0m
2023-09-15 22:37:14,719:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.40428[0m
2023-09-15 22:37:14,719:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1685 || HITRATE@10 Avg: 0.2641 || NDCG@5 Avg: 0.1086 || NDCG@10 Avg: 0.1393[0m
2023-09-15 22:37:14,719:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 22:37:19,356:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.636361 seconds ...[0m
2023-09-15 22:37:19,423:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.40512[0m
2023-09-15 22:37:19,423:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 22:37:19,423:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 22:37:24,217:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.793425 seconds ...[0m
2023-09-15 22:37:24,280:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.39960[0m
2023-09-15 22:37:24,280:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 22:37:24,280:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 22:37:28,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.282118 seconds ...[0m
2023-09-15 22:37:28,624:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.39976[0m
2023-09-15 22:37:28,624:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 22:37:28,624:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 22:37:33,220:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.595235 seconds ...[0m
2023-09-15 22:37:33,281:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.39825[0m
2023-09-15 22:37:33,281:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 22:37:33,281:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 22:37:37,991:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.709632 seconds ...[0m
2023-09-15 22:37:39,520:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.459562 seconds ...[0m
2023-09-15 22:37:39,520:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1423*** [0m
2023-09-15 22:37:39,527:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.39905[0m
2023-09-15 22:37:39,527:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1680 || HITRATE@10 Avg: 0.2695 || NDCG@5 Avg: 0.1097 || NDCG@10 Avg: 0.1423[0m
2023-09-15 22:37:39,527:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 22:37:44,203:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.675539 seconds ...[0m
2023-09-15 22:37:44,270:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.39917[0m
2023-09-15 22:37:44,270:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 22:37:44,270:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 22:37:49,167:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.896760 seconds ...[0m
2023-09-15 22:37:49,244:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.40249[0m
2023-09-15 22:37:49,244:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 22:37:49,244:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 22:37:53,675:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.430222 seconds ...[0m
2023-09-15 22:37:53,734:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.39909[0m
2023-09-15 22:37:53,734:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 22:37:53,734:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 22:37:58,382:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.647405 seconds ...[0m
2023-09-15 22:37:58,454:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.39704[0m
2023-09-15 22:37:58,454:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 22:37:58,454:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 22:38:02,715:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.261026 seconds ...[0m
2023-09-15 22:38:04,214:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.414419 seconds ...[0m
2023-09-15 22:38:04,214:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1437*** [0m
2023-09-15 22:38:04,224:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.40118[0m
2023-09-15 22:38:04,225:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2687 || NDCG@5 Avg: 0.1126 || NDCG@10 Avg: 0.1437[0m
2023-09-15 22:38:04,225:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 22:38:08,448:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.222317 seconds ...[0m
2023-09-15 22:38:08,518:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.39577[0m
2023-09-15 22:38:08,518:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 22:38:08,518:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 22:38:12,798:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.279896 seconds ...[0m
2023-09-15 22:38:12,866:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.39992[0m
2023-09-15 22:38:12,866:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 22:38:12,866:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 22:38:17,390:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.523868 seconds ...[0m
2023-09-15 22:38:17,449:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.39923[0m
2023-09-15 22:38:17,449:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 22:38:17,449:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 22:38:21,715:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.265755 seconds ...[0m
2023-09-15 22:38:21,779:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.40037[0m
2023-09-15 22:38:21,780:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 22:38:21,780:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 22:38:26,283:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.503157 seconds ...[0m
2023-09-15 22:38:27,698:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.353434 seconds ...[0m
2023-09-15 22:38:27,699:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.39312[0m
2023-09-15 22:38:27,699:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1712 || HITRATE@10 Avg: 0.2666 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1414[0m
2023-09-15 22:38:27,699:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 22:38:32,078:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.379092 seconds ...[0m
2023-09-15 22:38:32,159:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.39442[0m
2023-09-15 22:38:32,159:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 22:38:32,159:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 22:38:36,936:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.776157 seconds ...[0m
2023-09-15 22:38:37,031:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.39686[0m
2023-09-15 22:38:37,032:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 22:38:37,032:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 22:38:41,734:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.701460 seconds ...[0m
2023-09-15 22:38:41,820:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.39331[0m
2023-09-15 22:38:41,820:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 22:38:41,820:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 22:38:46,561:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.740896 seconds ...[0m
2023-09-15 22:38:46,626:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.39350[0m
2023-09-15 22:38:46,626:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 22:38:46,626:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 22:38:51,364:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.737275 seconds ...[0m
2023-09-15 22:38:52,791:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.367770 seconds ...[0m
2023-09-15 22:38:52,792:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.39817[0m
2023-09-15 22:38:52,792:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0515 || HITRATE@5 Avg: 0.1725 || HITRATE@10 Avg: 0.2687 || NDCG@5 Avg: 0.1123 || NDCG@10 Avg: 0.1432[0m
2023-09-15 22:38:52,792:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 22:38:57,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.667079 seconds ...[0m
2023-09-15 22:38:57,531:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.39691[0m
2023-09-15 22:38:57,531:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 22:38:57,532:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 22:39:02,481:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.949471 seconds ...[0m
2023-09-15 22:39:02,552:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.39390[0m
2023-09-15 22:39:02,552:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 22:39:02,552:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 22:39:07,190:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.637830 seconds ...[0m
2023-09-15 22:39:07,250:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.38984[0m
2023-09-15 22:39:07,250:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 22:39:07,250:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 22:39:11,911:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.661025 seconds ...[0m
2023-09-15 22:39:11,967:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.39336[0m
2023-09-15 22:39:11,967:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 22:39:11,967:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 22:39:16,399:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.431642 seconds ...[0m
2023-09-15 22:39:17,940:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.452096 seconds ...[0m
2023-09-15 22:39:17,940:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1443*** [0m
2023-09-15 22:39:17,948:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.39224[0m
2023-09-15 22:39:17,948:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1763 || HITRATE@10 Avg: 0.2728 || NDCG@5 Avg: 0.1134 || NDCG@10 Avg: 0.1443[0m
2023-09-15 22:39:17,948:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 22:39:22,409:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.460764 seconds ...[0m
2023-09-15 22:39:22,471:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.39295[0m
2023-09-15 22:39:22,471:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 22:39:22,471:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 22:39:26,666:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.194367 seconds ...[0m
2023-09-15 22:39:26,727:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.39038[0m
2023-09-15 22:39:26,727:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 22:39:26,727:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 22:39:31,385:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.657424 seconds ...[0m
2023-09-15 22:39:31,448:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.38852[0m
2023-09-15 22:39:31,448:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 22:39:31,449:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 22:39:35,592:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.143104 seconds ...[0m
2023-09-15 22:39:35,652:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.38879[0m
2023-09-15 22:39:35,652:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 22:39:35,652:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 22:39:40,589:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.937021 seconds ...[0m
2023-09-15 22:39:42,063:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.405616 seconds ...[0m
2023-09-15 22:39:42,064:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.39280[0m
2023-09-15 22:39:42,064:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1719 || HITRATE@10 Avg: 0.2694 || NDCG@5 Avg: 0.1124 || NDCG@10 Avg: 0.1438[0m
2023-09-15 22:39:42,064:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 22:39:46,816:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.751949 seconds ...[0m
2023-09-15 22:39:46,894:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.39002[0m
2023-09-15 22:39:46,895:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 22:39:46,895:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 22:39:51,085:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.190171 seconds ...[0m
2023-09-15 22:39:51,144:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.38973[0m
2023-09-15 22:39:51,144:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 22:39:51,144:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 22:39:55,794:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.649363 seconds ...[0m
2023-09-15 22:39:55,870:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.38756[0m
2023-09-15 22:39:55,870:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 22:39:55,870:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 22:40:00,423:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.552137 seconds ...[0m
2023-09-15 22:40:00,479:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.38840[0m
2023-09-15 22:40:00,479:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 22:40:00,479:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 22:40:05,119:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.639952 seconds ...[0m
2023-09-15 22:40:06,546:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.350191 seconds ...[0m
2023-09-15 22:40:06,546:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1451*** [0m
2023-09-15 22:40:06,557:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.38685[0m
2023-09-15 22:40:06,557:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1747 || HITRATE@10 Avg: 0.2757 || NDCG@5 Avg: 0.1126 || NDCG@10 Avg: 0.1451[0m
2023-09-15 22:40:06,557:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 22:40:11,031:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.473081 seconds ...[0m
2023-09-15 22:40:11,114:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.38590[0m
2023-09-15 22:40:11,114:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 22:40:11,114:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 22:40:15,498:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.383859 seconds ...[0m
2023-09-15 22:40:15,564:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.39035[0m
2023-09-15 22:40:15,564:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 22:40:15,564:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 22:40:20,344:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.779160 seconds ...[0m
2023-09-15 22:40:20,405:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.38364[0m
2023-09-15 22:40:20,405:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 22:40:20,406:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 22:40:25,016:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.610197 seconds ...[0m
2023-09-15 22:40:25,078:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.38728[0m
2023-09-15 22:40:25,078:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 22:40:25,078:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 22:40:29,748:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.669787 seconds ...[0m
2023-09-15 22:40:31,219:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.404330 seconds ...[0m
2023-09-15 22:40:31,220:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.38830[0m
2023-09-15 22:40:31,220:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0535 || HITRATE@5 Avg: 0.1745 || HITRATE@10 Avg: 0.2692 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1443[0m
2023-09-15 22:40:31,220:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 22:40:35,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.389143 seconds ...[0m
2023-09-15 22:40:35,678:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.38601[0m
2023-09-15 22:40:35,679:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 22:40:35,679:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 22:40:40,213:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.534383 seconds ...[0m
2023-09-15 22:40:40,271:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.38726[0m
2023-09-15 22:40:40,271:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 22:40:40,272:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 22:40:44,793:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.521612 seconds ...[0m
2023-09-15 22:40:44,864:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.38739[0m
2023-09-15 22:40:44,864:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 22:40:44,865:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 22:40:49,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.903279 seconds ...[0m
2023-09-15 22:40:49,825:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.38493[0m
2023-09-15 22:40:49,825:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 22:40:49,825:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 22:40:54,317:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.491302 seconds ...[0m
2023-09-15 22:40:55,756:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.371392 seconds ...[0m
2023-09-15 22:40:55,756:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1454*** [0m
2023-09-15 22:40:55,763:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.38507[0m
2023-09-15 22:40:55,763:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1717 || HITRATE@10 Avg: 0.2740 || NDCG@5 Avg: 0.1126 || NDCG@10 Avg: 0.1454[0m
2023-09-15 22:40:55,763:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 22:41:00,223:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.459671 seconds ...[0m
2023-09-15 22:41:00,279:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.38584[0m
2023-09-15 22:41:00,279:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 22:41:00,279:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 22:41:04,509:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.229749 seconds ...[0m
2023-09-15 22:41:04,570:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.38448[0m
2023-09-15 22:41:04,571:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 22:41:04,571:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 22:41:09,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.597284 seconds ...[0m
2023-09-15 22:41:09,252:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.37848[0m
2023-09-15 22:41:09,252:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 22:41:09,252:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 22:41:13,705:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.452064 seconds ...[0m
2023-09-15 22:41:13,769:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.38438[0m
2023-09-15 22:41:13,770:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 22:41:13,770:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 22:41:17,944:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.173554 seconds ...[0m
2023-09-15 22:41:19,409:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.407140 seconds ...[0m
2023-09-15 22:41:19,409:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.38036[0m
2023-09-15 22:41:19,410:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2690 || NDCG@5 Avg: 0.1133 || NDCG@10 Avg: 0.1445[0m
2023-09-15 22:41:19,410:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 22:41:24,351:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.940775 seconds ...[0m
2023-09-15 22:41:24,432:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.38307[0m
2023-09-15 22:41:24,433:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 22:41:24,433:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 22:41:29,659:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 5.225808 seconds ...[0m
2023-09-15 22:41:29,720:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.38049[0m
2023-09-15 22:41:29,720:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 22:41:29,720:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 22:41:34,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.888654 seconds ...[0m
2023-09-15 22:41:34,668:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.38085[0m
2023-09-15 22:41:34,668:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 22:41:34,668:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 22:41:39,400:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.732016 seconds ...[0m
2023-09-15 22:41:39,473:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.38419[0m
2023-09-15 22:41:39,473:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 22:41:39,473:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 22:41:43,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.239115 seconds ...[0m
2023-09-15 22:41:45,209:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.426282 seconds ...[0m
2023-09-15 22:41:45,209:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.37935[0m
2023-09-15 22:41:45,209:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1730 || HITRATE@10 Avg: 0.2690 || NDCG@5 Avg: 0.1141 || NDCG@10 Avg: 0.1451[0m
2023-09-15 22:41:45,209:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 22:41:49,712:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.502604 seconds ...[0m
2023-09-15 22:41:49,785:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.38095[0m
2023-09-15 22:41:49,786:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 22:41:49,786:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 22:41:54,276:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.489785 seconds ...[0m
2023-09-15 22:41:54,339:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.38311[0m
2023-09-15 22:41:54,340:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 22:41:54,340:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 22:41:59,196:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.855699 seconds ...[0m
2023-09-15 22:41:59,253:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.37858[0m
2023-09-15 22:41:59,253:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 22:41:59,254:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 22:42:03,808:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.554018 seconds ...[0m
2023-09-15 22:42:03,873:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.38078[0m
2023-09-15 22:42:03,873:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 22:42:03,873:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 22:42:08,567:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.693750 seconds ...[0m
2023-09-15 22:42:10,054:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.423613 seconds ...[0m
2023-09-15 22:42:10,054:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1473*** [0m
2023-09-15 22:42:10,063:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.37770[0m
2023-09-15 22:42:10,063:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0558 || HITRATE@5 Avg: 0.1740 || HITRATE@10 Avg: 0.2737 || NDCG@5 Avg: 0.1153 || NDCG@10 Avg: 0.1473[0m
2023-09-15 22:42:10,063:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 22:42:14,690:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.626283 seconds ...[0m
2023-09-15 22:42:14,758:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.37961[0m
2023-09-15 22:42:14,759:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 22:42:14,759:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 22:42:19,051:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.292276 seconds ...[0m
2023-09-15 22:42:19,114:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.37872[0m
2023-09-15 22:42:19,114:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 22:42:19,114:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 22:42:23,699:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.584343 seconds ...[0m
2023-09-15 22:42:23,759:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.38044[0m
2023-09-15 22:42:23,759:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 22:42:23,759:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 22:42:28,190:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.430772 seconds ...[0m
2023-09-15 22:42:28,253:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.37812[0m
2023-09-15 22:42:28,253:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 22:42:28,253:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 22:42:32,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.457016 seconds ...[0m
2023-09-15 22:42:34,238:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.454011 seconds ...[0m
2023-09-15 22:42:34,238:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.37759[0m
2023-09-15 22:42:34,239:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0560 || HITRATE@5 Avg: 0.1717 || HITRATE@10 Avg: 0.2709 || NDCG@5 Avg: 0.1142 || NDCG@10 Avg: 0.1461[0m
2023-09-15 22:42:34,239:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 22:42:39,197:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.958390 seconds ...[0m
2023-09-15 22:42:39,266:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.37784[0m
2023-09-15 22:42:39,266:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 22:42:39,266:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 22:42:43,764:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.497266 seconds ...[0m
2023-09-15 22:42:43,829:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.37548[0m
2023-09-15 22:42:43,830:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 22:42:43,830:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 22:42:48,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.223636 seconds ...[0m
2023-09-15 22:42:48,132:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.37683[0m
2023-09-15 22:42:48,132:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 22:42:48,132:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 22:42:52,632:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.499807 seconds ...[0m
2023-09-15 22:42:52,698:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.37474[0m
2023-09-15 22:42:52,699:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 22:42:52,699:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 22:42:57,225:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.526040 seconds ...[0m
2023-09-15 22:42:58,661:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.380744 seconds ...[0m
2023-09-15 22:42:58,661:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.37650[0m
2023-09-15 22:42:58,661:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1733 || HITRATE@10 Avg: 0.2682 || NDCG@5 Avg: 0.1132 || NDCG@10 Avg: 0.1438[0m
2023-09-15 22:42:58,661:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 22:43:03,276:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.614925 seconds ...[0m
2023-09-15 22:43:03,338:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.37911[0m
2023-09-15 22:43:03,339:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 22:43:03,339:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 22:43:07,816:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.477510 seconds ...[0m
2023-09-15 22:43:07,879:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.37566[0m
2023-09-15 22:43:07,879:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 22:43:07,879:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 22:43:12,233:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.353378 seconds ...[0m
2023-09-15 22:43:12,295:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.37496[0m
2023-09-15 22:43:12,295:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 22:43:12,295:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 22:43:16,986:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.690499 seconds ...[0m
2023-09-15 22:43:17,081:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.37700[0m
2023-09-15 22:43:17,081:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 22:43:17,081:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 22:43:22,035:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.953862 seconds ...[0m
2023-09-15 22:43:23,565:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.470058 seconds ...[0m
2023-09-15 22:43:23,565:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1481*** [0m
2023-09-15 22:43:23,572:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.37118[0m
2023-09-15 22:43:23,572:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0565 || HITRATE@5 Avg: 0.1786 || HITRATE@10 Avg: 0.2737 || NDCG@5 Avg: 0.1176 || NDCG@10 Avg: 0.1481[0m
2023-09-15 22:43:23,572:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 22:43:28,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.886391 seconds ...[0m
2023-09-15 22:43:28,519:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.37776[0m
2023-09-15 22:43:28,519:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 22:43:28,519:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 22:43:32,368:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.848377 seconds ...[0m
2023-09-15 22:43:32,431:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.37495[0m
2023-09-15 22:43:32,432:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 22:43:32,432:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 22:43:36,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.466156 seconds ...[0m
2023-09-15 22:43:36,953:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.37379[0m
2023-09-15 22:43:36,953:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 22:43:36,953:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 22:43:41,186:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.232581 seconds ...[0m
2023-09-15 22:43:41,264:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.37717[0m
2023-09-15 22:43:41,264:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 22:43:41,264:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 22:43:45,865:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.600518 seconds ...[0m
2023-09-15 22:43:47,326:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.402825 seconds ...[0m
2023-09-15 22:43:47,327:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.37715[0m
2023-09-15 22:43:47,327:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1707 || HITRATE@10 Avg: 0.2685 || NDCG@5 Avg: 0.1121 || NDCG@10 Avg: 0.1435[0m
2023-09-15 22:43:47,327:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 22:43:52,048:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.720721 seconds ...[0m
2023-09-15 22:43:52,128:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.37383[0m
2023-09-15 22:43:52,128:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 22:43:52,128:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 22:43:56,616:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.487546 seconds ...[0m
2023-09-15 22:43:56,676:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.37368[0m
2023-09-15 22:43:56,676:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 22:43:56,676:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 22:44:01,143:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.466789 seconds ...[0m
2023-09-15 22:44:01,202:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.37305[0m
2023-09-15 22:44:01,202:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 22:44:01,202:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 22:44:06,007:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.804345 seconds ...[0m
2023-09-15 22:44:06,071:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.37486[0m
2023-09-15 22:44:06,071:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 22:44:06,071:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 22:44:10,801:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.729930 seconds ...[0m
2023-09-15 22:44:12,251:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.385893 seconds ...[0m
2023-09-15 22:44:12,251:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.37191[0m
2023-09-15 22:44:12,252:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0517 || HITRATE@5 Avg: 0.1765 || HITRATE@10 Avg: 0.2674 || NDCG@5 Avg: 0.1147 || NDCG@10 Avg: 0.1438[0m
2023-09-15 22:44:12,252:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 22:44:16,728:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.476193 seconds ...[0m
2023-09-15 22:44:16,797:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.37417[0m
2023-09-15 22:44:16,798:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 22:44:16,798:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 22:44:21,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.571703 seconds ...[0m
2023-09-15 22:44:21,445:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.37340[0m
2023-09-15 22:44:21,445:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 22:44:21,446:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 22:44:25,789:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.343620 seconds ...[0m
2023-09-15 22:44:25,853:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.37500[0m
2023-09-15 22:44:25,853:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 22:44:25,853:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 22:44:30,826:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.973121 seconds ...[0m
2023-09-15 22:44:30,885:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.37445[0m
2023-09-15 22:44:30,885:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 22:44:30,885:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 22:44:35,872:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.986725 seconds ...[0m
2023-09-15 22:44:37,247:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.367166 seconds ...[0m
2023-09-15 22:44:38,601:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.353106 seconds ...[0m
2023-09-15 22:44:38,601:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.37307[0m
2023-09-15 22:44:38,601:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0520 || HITRATE@5 Avg: 0.1743 || HITRATE@10 Avg: 0.2702 || NDCG@5 Avg: 0.1136 || NDCG@10 Avg: 0.1445[0m
2023-09-15 22:44:38,601:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1624 || HITRATE@10 Avg: 0.2573 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1360[0m
2023-09-15 22:44:40,418:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.371179     184
1   valid   HITRATE@1  0.056457     185
2   valid   HITRATE@5  0.178642     185
3   valid  HITRATE@10  0.275662     145
4   valid      NDCG@5  0.117583     185
5   valid     NDCG@10  0.148057     185
6    test   HITRATE@1  0.049172       0
7    test   HITRATE@5  0.162417       0
8    test  HITRATE@10  0.257285       0
9    test      NDCG@5  0.105508       0
10   test     NDCG@10  0.136030       0[0m
2023-09-15 22:44:40,418:	[1;34m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/2-0915222803[0m
2023-09-15 22:44:40,478:	[1;34m[Wall TIME] >>> Coach.summary takes 1.876522 seconds ...[0m
2023-09-15 22:44:40,478:	[1;34m[Coach] >>> Load best model @Epoch 185  [0m
2023-09-15 22:44:41,859:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.372422 seconds ...[0m
2023-09-15 22:44:43,179:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.320040 seconds ...[0m
2023-09-15 22:44:43,180:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>> [0m
2023-09-15 22:44:43,180:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0565 || HITRATE@5 Avg: 0.1786 || HITRATE@10 Avg: 0.2737 || NDCG@5 Avg: 0.1176 || NDCG@10 Avg: 0.1481[0m
2023-09-15 22:44:43,180:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1664 || HITRATE@10 Avg: 0.2591 || NDCG@5 Avg: 0.1085 || NDCG@10 Avg: 0.1384[0m
2023-09-15 22:44:43,191:	[1;34m[Wall TIME] >>> Coach.fit takes 988.111827 seconds ...[0m
