2023-09-16 12:55:45,618:	========================================================================
2023-09-16 12:55:45,618:	========================================================================
2023-09-16 12:55:45,618:	========================================================================
2023-09-16 12:55:45,618:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-16 12:55:45,618:	[1;33m[Seed] >>> Set seed: 3[0m
2023-09-16 12:55:45,619:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916125542] 
[maxlen: 100] 
[maxlen4graph: 100] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.2] 
[attn_dropout_rate: 0.6] 
[distance_metric: wasserstein] 
[pvn_weight: 0.005] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/3] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/3-0916125542] 
[0m
2023-09-16 12:55:45,619:	[1;33m[Wall TIME] >>> Parser.compile takes 0.005267 seconds ...[0m
2023-09-16 12:55:45,628:	[1;33m[AmazonToys_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.Item,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-16 12:55:45,788:	[1;33m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-16 12:55:45,788:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.168517 seconds ...[0m
2023-09-16 12:55:45,936:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.077049 seconds ...[0m
2023-09-16 12:55:46,108:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.171491 seconds ...[0m
2023-09-16 12:55:46,200:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.091396 seconds ...[0m
2023-09-16 12:55:49,547:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-16 12:55:49,548:	[1;33m[Wall TIME] >>> Coach.compile takes 0.001485 seconds ...[0m
2023-09-16 12:55:58,027:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.447119 seconds ...[0m
2023-09-16 12:55:58,027:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0003*** [0m
2023-09-16 12:55:58,045:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-16 12:55:58,045:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0003 || HITRATE@10 Avg: 0.0007 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0003[0m
2023-09-16 12:55:58,045:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-16 12:56:02,184:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.138278 seconds ...[0m
2023-09-16 12:56:02,381:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.86845[0m
2023-09-16 12:56:02,381:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-16 12:56:02,381:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-16 12:56:06,398:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.017110 seconds ...[0m
2023-09-16 12:56:06,461:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.69578[0m
2023-09-16 12:56:06,461:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-16 12:56:06,461:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-16 12:56:10,411:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949738 seconds ...[0m
2023-09-16 12:56:10,476:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.60661[0m
2023-09-16 12:56:10,476:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-16 12:56:10,476:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-16 12:56:14,422:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.945300 seconds ...[0m
2023-09-16 12:56:14,484:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.53775[0m
2023-09-16 12:56:14,485:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-16 12:56:14,485:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-16 12:56:18,422:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937176 seconds ...[0m
2023-09-16 12:56:26,734:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.233928 seconds ...[0m
2023-09-16 12:56:26,734:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0323*** [0m
2023-09-16 12:56:26,756:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.48412[0m
2023-09-16 12:56:26,756:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0323[0m
2023-09-16 12:56:26,756:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-16 12:56:30,710:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.953779 seconds ...[0m
2023-09-16 12:56:30,788:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.44197[0m
2023-09-16 12:56:30,789:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-16 12:56:30,789:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-16 12:56:34,787:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.997637 seconds ...[0m
2023-09-16 12:56:34,874:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.40943[0m
2023-09-16 12:56:34,874:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-16 12:56:34,874:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-16 12:56:38,944:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.069966 seconds ...[0m
2023-09-16 12:56:39,026:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.38079[0m
2023-09-16 12:56:39,026:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-16 12:56:39,026:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-16 12:56:42,977:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949996 seconds ...[0m
2023-09-16 12:56:43,042:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.35730[0m
2023-09-16 12:56:43,042:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-16 12:56:43,042:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-16 12:56:46,972:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.930000 seconds ...[0m
2023-09-16 12:56:55,320:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.283558 seconds ...[0m
2023-09-16 12:56:55,320:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0429*** [0m
2023-09-16 12:56:55,341:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.34056[0m
2023-09-16 12:56:55,341:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0201 || HITRATE@5 Avg: 0.0513 || HITRATE@10 Avg: 0.0721 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0429[0m
2023-09-16 12:56:55,341:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-16 12:56:59,348:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.006904 seconds ...[0m
2023-09-16 12:56:59,418:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.32652[0m
2023-09-16 12:56:59,418:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-16 12:56:59,418:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-16 12:57:03,372:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.953014 seconds ...[0m
2023-09-16 12:57:03,434:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.31163[0m
2023-09-16 12:57:03,434:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-16 12:57:03,434:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-16 12:57:07,431:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.997163 seconds ...[0m
2023-09-16 12:57:07,494:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.29877[0m
2023-09-16 12:57:07,494:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-16 12:57:07,494:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-16 12:57:11,426:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.931176 seconds ...[0m
2023-09-16 12:57:11,498:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.28887[0m
2023-09-16 12:57:11,498:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-16 12:57:11,498:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-16 12:57:15,512:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.013370 seconds ...[0m
2023-09-16 12:57:24,035:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.456663 seconds ...[0m
2023-09-16 12:57:24,035:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0469*** [0m
2023-09-16 12:57:24,057:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.28030[0m
2023-09-16 12:57:24,057:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0208 || HITRATE@5 Avg: 0.0564 || HITRATE@10 Avg: 0.0805 || NDCG@5 Avg: 0.0391 || NDCG@10 Avg: 0.0469[0m
2023-09-16 12:57:24,057:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-16 12:57:28,019:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.961824 seconds ...[0m
2023-09-16 12:57:28,089:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.27145[0m
2023-09-16 12:57:28,089:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-16 12:57:28,089:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-16 12:57:32,135:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.045879 seconds ...[0m
2023-09-16 12:57:32,200:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.26422[0m
2023-09-16 12:57:32,200:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-16 12:57:32,200:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-16 12:57:36,142:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941459 seconds ...[0m
2023-09-16 12:57:36,204:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.25453[0m
2023-09-16 12:57:36,204:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-16 12:57:36,205:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-16 12:57:40,280:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.075501 seconds ...[0m
2023-09-16 12:57:40,347:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.25111[0m
2023-09-16 12:57:40,347:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-16 12:57:40,347:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-16 12:57:44,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.996627 seconds ...[0m
2023-09-16 12:57:52,697:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.289889 seconds ...[0m
2023-09-16 12:57:52,698:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0488*** [0m
2023-09-16 12:57:52,719:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.24540[0m
2023-09-16 12:57:52,719:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0216 || HITRATE@5 Avg: 0.0586 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0406 || NDCG@10 Avg: 0.0488[0m
2023-09-16 12:57:52,719:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-16 12:57:56,745:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.025132 seconds ...[0m
2023-09-16 12:57:56,809:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.24193[0m
2023-09-16 12:57:56,809:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-16 12:57:56,809:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-16 12:58:00,828:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.018271 seconds ...[0m
2023-09-16 12:58:00,912:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.23385[0m
2023-09-16 12:58:00,913:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-16 12:58:00,913:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-16 12:58:04,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938230 seconds ...[0m
2023-09-16 12:58:04,913:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.23136[0m
2023-09-16 12:58:04,913:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-16 12:58:04,913:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-16 12:58:08,796:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.881958 seconds ...[0m
2023-09-16 12:58:08,858:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.22649[0m
2023-09-16 12:58:08,859:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-16 12:58:08,859:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-16 12:58:12,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.933961 seconds ...[0m
2023-09-16 12:58:21,220:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.355960 seconds ...[0m
2023-09-16 12:58:21,220:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0507*** [0m
2023-09-16 12:58:21,241:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.22333[0m
2023-09-16 12:58:21,241:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0616 || HITRATE@10 Avg: 0.0861 || NDCG@5 Avg: 0.0428 || NDCG@10 Avg: 0.0507[0m
2023-09-16 12:58:21,242:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-16 12:58:25,164:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922493 seconds ...[0m
2023-09-16 12:58:25,236:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.21965[0m
2023-09-16 12:58:25,236:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-16 12:58:25,236:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-16 12:58:29,120:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.884017 seconds ...[0m
2023-09-16 12:58:29,187:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.21444[0m
2023-09-16 12:58:29,188:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-16 12:58:29,188:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-16 12:58:33,080:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.892089 seconds ...[0m
2023-09-16 12:58:33,155:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.21288[0m
2023-09-16 12:58:33,155:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-16 12:58:33,155:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-16 12:58:37,035:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.879312 seconds ...[0m
2023-09-16 12:58:37,106:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.20933[0m
2023-09-16 12:58:37,106:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-16 12:58:37,107:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-16 12:58:40,904:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.797345 seconds ...[0m
2023-09-16 12:58:49,216:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.250269 seconds ...[0m
2023-09-16 12:58:49,217:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0519*** [0m
2023-09-16 12:58:49,247:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.20583[0m
2023-09-16 12:58:49,247:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0626 || HITRATE@10 Avg: 0.0869 || NDCG@5 Avg: 0.0440 || NDCG@10 Avg: 0.0519[0m
2023-09-16 12:58:49,247:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-16 12:58:53,169:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.921736 seconds ...[0m
2023-09-16 12:58:53,418:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.20212[0m
2023-09-16 12:58:53,419:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-16 12:58:53,419:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-16 12:58:57,317:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.898391 seconds ...[0m
2023-09-16 12:58:57,392:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.19996[0m
2023-09-16 12:58:57,393:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-16 12:58:57,393:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-16 12:59:01,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937659 seconds ...[0m
2023-09-16 12:59:01,393:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.19703[0m
2023-09-16 12:59:01,393:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-16 12:59:01,393:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-16 12:59:05,316:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922131 seconds ...[0m
2023-09-16 12:59:05,379:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.19351[0m
2023-09-16 12:59:05,379:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-16 12:59:05,379:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-16 12:59:09,331:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.951463 seconds ...[0m
2023-09-16 12:59:17,842:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.436163 seconds ...[0m
2023-09-16 12:59:17,843:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0534*** [0m
2023-09-16 12:59:17,865:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.19274[0m
2023-09-16 12:59:17,866:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0254 || HITRATE@5 Avg: 0.0631 || HITRATE@10 Avg: 0.0894 || NDCG@5 Avg: 0.0449 || NDCG@10 Avg: 0.0534[0m
2023-09-16 12:59:17,866:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-16 12:59:21,877:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.011319 seconds ...[0m
2023-09-16 12:59:21,947:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.19035[0m
2023-09-16 12:59:21,947:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-16 12:59:21,947:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-16 12:59:25,868:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.920139 seconds ...[0m
2023-09-16 12:59:25,938:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.18485[0m
2023-09-16 12:59:25,938:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-16 12:59:25,938:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-16 12:59:29,844:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.905587 seconds ...[0m
2023-09-16 12:59:29,924:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.18623[0m
2023-09-16 12:59:29,924:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-16 12:59:29,924:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-16 12:59:33,804:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.879172 seconds ...[0m
2023-09-16 12:59:33,880:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.18334[0m
2023-09-16 12:59:33,880:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-16 12:59:33,881:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-16 12:59:37,877:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.996379 seconds ...[0m
2023-09-16 12:59:46,270:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.324070 seconds ...[0m
2023-09-16 12:59:46,271:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0540*** [0m
2023-09-16 12:59:46,292:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.18255[0m
2023-09-16 12:59:46,292:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0261 || HITRATE@5 Avg: 0.0641 || HITRATE@10 Avg: 0.0895 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0540[0m
2023-09-16 12:59:46,292:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-16 12:59:50,180:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.887189 seconds ...[0m
2023-09-16 12:59:50,240:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.18085[0m
2023-09-16 12:59:50,240:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-16 12:59:50,240:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-16 12:59:54,247:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.006979 seconds ...[0m
2023-09-16 12:59:54,311:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17787[0m
2023-09-16 12:59:54,311:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-16 12:59:54,311:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-16 12:59:58,401:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.089718 seconds ...[0m
2023-09-16 12:59:58,570:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17486[0m
2023-09-16 12:59:58,570:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-16 12:59:58,570:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-16 13:00:02,534:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.963032 seconds ...[0m
2023-09-16 13:00:02,611:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17279[0m
2023-09-16 13:00:02,611:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-16 13:00:02,612:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-16 13:00:06,618:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.006384 seconds ...[0m
2023-09-16 13:00:15,177:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.497105 seconds ...[0m
2023-09-16 13:00:15,177:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0546*** [0m
2023-09-16 13:00:15,198:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.17270[0m
2023-09-16 13:00:15,199:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0259 || HITRATE@5 Avg: 0.0648 || HITRATE@10 Avg: 0.0914 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0546[0m
2023-09-16 13:00:15,199:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-16 13:00:19,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.951956 seconds ...[0m
2023-09-16 13:00:19,214:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.16968[0m
2023-09-16 13:00:19,215:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-16 13:00:19,215:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-16 13:00:23,174:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.959031 seconds ...[0m
2023-09-16 13:00:23,236:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.16980[0m
2023-09-16 13:00:23,236:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-16 13:00:23,237:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-16 13:00:27,117:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.879929 seconds ...[0m
2023-09-16 13:00:27,197:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16805[0m
2023-09-16 13:00:27,197:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-16 13:00:27,197:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-16 13:00:31,210:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.012881 seconds ...[0m
2023-09-16 13:00:31,271:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16599[0m
2023-09-16 13:00:31,271:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-16 13:00:31,271:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-16 13:00:35,341:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.069530 seconds ...[0m
2023-09-16 13:00:43,885:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.461389 seconds ...[0m
2023-09-16 13:00:43,885:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0549*** [0m
2023-09-16 13:00:43,906:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16450[0m
2023-09-16 13:00:43,906:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0648 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0464 || NDCG@10 Avg: 0.0549[0m
2023-09-16 13:00:43,907:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-16 13:00:47,815:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908578 seconds ...[0m
2023-09-16 13:00:47,886:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16250[0m
2023-09-16 13:00:47,886:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-16 13:00:47,886:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-16 13:00:51,854:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.967427 seconds ...[0m
2023-09-16 13:00:51,926:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16070[0m
2023-09-16 13:00:51,926:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-16 13:00:51,926:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-16 13:00:55,838:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.911898 seconds ...[0m
2023-09-16 13:00:55,899:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16069[0m
2023-09-16 13:00:55,899:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-16 13:00:55,900:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-16 13:00:59,807:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.907070 seconds ...[0m
2023-09-16 13:00:59,873:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.15818[0m
2023-09-16 13:00:59,873:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-16 13:00:59,873:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-16 13:01:03,825:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.951893 seconds ...[0m
2023-09-16 13:01:12,474:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.501764 seconds ...[0m
2023-09-16 13:01:12,474:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0557*** [0m
2023-09-16 13:01:12,498:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.15769[0m
2023-09-16 13:01:12,498:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0264 || HITRATE@5 Avg: 0.0663 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0469 || NDCG@10 Avg: 0.0557[0m
2023-09-16 13:01:12,498:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-16 13:01:16,400:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.902100 seconds ...[0m
2023-09-16 13:01:16,465:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.15703[0m
2023-09-16 13:01:16,465:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-16 13:01:16,465:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-16 13:01:20,319:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.853719 seconds ...[0m
2023-09-16 13:01:20,384:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.15468[0m
2023-09-16 13:01:20,384:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-16 13:01:20,384:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-16 13:01:24,265:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.880665 seconds ...[0m
2023-09-16 13:01:24,336:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.15431[0m
2023-09-16 13:01:24,336:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-16 13:01:24,336:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-16 13:01:28,327:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.990216 seconds ...[0m
2023-09-16 13:01:28,599:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.15294[0m
2023-09-16 13:01:28,600:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-16 13:01:28,600:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-16 13:01:32,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.054757 seconds ...[0m
2023-09-16 13:01:41,236:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.521730 seconds ...[0m
2023-09-16 13:01:41,237:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0558*** [0m
2023-09-16 13:01:41,269:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.15212[0m
2023-09-16 13:01:41,270:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0269 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0475 || NDCG@10 Avg: 0.0558[0m
2023-09-16 13:01:41,270:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-16 13:01:45,184:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.914604 seconds ...[0m
2023-09-16 13:01:45,246:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.15191[0m
2023-09-16 13:01:45,247:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-16 13:01:45,247:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-16 13:01:49,197:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.950261 seconds ...[0m
2023-09-16 13:01:49,260:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.14996[0m
2023-09-16 13:01:49,260:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-16 13:01:49,260:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-16 13:01:53,210:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949768 seconds ...[0m
2023-09-16 13:01:53,290:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.14720[0m
2023-09-16 13:01:53,291:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-16 13:01:53,291:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-16 13:01:57,315:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.024020 seconds ...[0m
2023-09-16 13:01:57,377:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.14785[0m
2023-09-16 13:01:57,377:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-16 13:01:57,377:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-16 13:02:01,276:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.898419 seconds ...[0m
2023-09-16 13:02:09,909:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.558671 seconds ...[0m
2023-09-16 13:02:09,910:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0559*** [0m
2023-09-16 13:02:09,941:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.14613[0m
2023-09-16 13:02:09,941:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.0677 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0478 || NDCG@10 Avg: 0.0559[0m
2023-09-16 13:02:09,941:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-16 13:02:13,912:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970555 seconds ...[0m
2023-09-16 13:02:13,976:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.14544[0m
2023-09-16 13:02:13,976:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-16 13:02:13,976:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-16 13:02:17,822:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.845358 seconds ...[0m
2023-09-16 13:02:17,882:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.14430[0m
2023-09-16 13:02:17,882:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-16 13:02:17,883:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-16 13:02:21,846:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.962791 seconds ...[0m
2023-09-16 13:02:21,910:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.14344[0m
2023-09-16 13:02:21,910:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-16 13:02:21,910:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-16 13:02:25,823:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.912379 seconds ...[0m
2023-09-16 13:02:25,885:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.14200[0m
2023-09-16 13:02:25,885:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-16 13:02:25,886:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-16 13:02:29,792:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.906305 seconds ...[0m
2023-09-16 13:02:38,401:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.547429 seconds ...[0m
2023-09-16 13:02:38,401:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0564*** [0m
2023-09-16 13:02:38,422:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.14134[0m
2023-09-16 13:02:38,422:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0270 || HITRATE@5 Avg: 0.0673 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0479 || NDCG@10 Avg: 0.0564[0m
2023-09-16 13:02:38,422:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-16 13:02:42,438:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.015166 seconds ...[0m
2023-09-16 13:02:42,502:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.13992[0m
2023-09-16 13:02:42,503:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-16 13:02:42,503:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-16 13:02:46,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.847564 seconds ...[0m
2023-09-16 13:02:46,413:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.13964[0m
2023-09-16 13:02:46,413:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-16 13:02:46,413:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-16 13:02:50,381:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.967930 seconds ...[0m
2023-09-16 13:02:50,447:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.13981[0m
2023-09-16 13:02:50,447:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-16 13:02:50,447:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-16 13:02:54,279:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.832059 seconds ...[0m
2023-09-16 13:02:54,339:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.13730[0m
2023-09-16 13:02:54,339:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-16 13:02:54,339:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-16 13:02:58,281:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941272 seconds ...[0m
2023-09-16 13:03:06,948:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.591454 seconds ...[0m
2023-09-16 13:03:06,949:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0567*** [0m
2023-09-16 13:03:06,971:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.13679[0m
2023-09-16 13:03:06,971:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.0680 || HITRATE@10 Avg: 0.0946 || NDCG@5 Avg: 0.0481 || NDCG@10 Avg: 0.0567[0m
2023-09-16 13:03:06,971:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-16 13:03:10,919:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.948045 seconds ...[0m
2023-09-16 13:03:11,007:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.13510[0m
2023-09-16 13:03:11,007:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-16 13:03:11,007:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-16 13:03:14,969:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.961165 seconds ...[0m
2023-09-16 13:03:15,030:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.13470[0m
2023-09-16 13:03:15,031:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-16 13:03:15,031:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-16 13:03:18,942:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.910751 seconds ...[0m
2023-09-16 13:03:19,003:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.13494[0m
2023-09-16 13:03:19,003:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-16 13:03:19,003:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-16 13:03:22,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.977614 seconds ...[0m
2023-09-16 13:03:23,052:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.13338[0m
2023-09-16 13:03:23,052:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-16 13:03:23,052:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-16 13:03:27,081:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.028285 seconds ...[0m
2023-09-16 13:03:35,855:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.688718 seconds ...[0m
2023-09-16 13:03:35,855:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0578*** [0m
2023-09-16 13:03:35,880:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.13222[0m
2023-09-16 13:03:35,880:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0281 || HITRATE@5 Avg: 0.0691 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0578[0m
2023-09-16 13:03:35,881:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-16 13:03:39,789:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.907805 seconds ...[0m
2023-09-16 13:03:39,854:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.13204[0m
2023-09-16 13:03:39,854:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-16 13:03:39,854:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-16 13:03:43,870:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.015741 seconds ...[0m
2023-09-16 13:03:43,933:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.13088[0m
2023-09-16 13:03:43,934:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-16 13:03:43,934:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-16 13:03:47,859:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.925360 seconds ...[0m
2023-09-16 13:03:47,921:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.13042[0m
2023-09-16 13:03:47,921:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-16 13:03:47,921:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-16 13:03:51,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.848012 seconds ...[0m
2023-09-16 13:03:51,832:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.12985[0m
2023-09-16 13:03:51,832:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-16 13:03:51,832:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-16 13:03:55,749:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.916835 seconds ...[0m
2023-09-16 13:04:04,571:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.752619 seconds ...[0m
2023-09-16 13:04:04,572:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.12813[0m
2023-09-16 13:04:04,572:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0693 || HITRATE@10 Avg: 0.0956 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0575[0m
2023-09-16 13:04:04,572:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-16 13:04:08,602:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.029919 seconds ...[0m
2023-09-16 13:04:08,671:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.12795[0m
2023-09-16 13:04:08,671:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-16 13:04:08,671:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-16 13:04:12,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.001787 seconds ...[0m
2023-09-16 13:04:12,756:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.12692[0m
2023-09-16 13:04:12,756:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-16 13:04:12,757:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-16 13:04:16,889:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.130406 seconds ...[0m
2023-09-16 13:04:16,958:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.12605[0m
2023-09-16 13:04:16,959:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-16 13:04:16,959:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-16 13:04:20,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957667 seconds ...[0m
2023-09-16 13:04:20,989:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.12695[0m
2023-09-16 13:04:20,989:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-16 13:04:20,989:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-16 13:04:24,973:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.983232 seconds ...[0m
2023-09-16 13:04:33,643:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.599218 seconds ...[0m
2023-09-16 13:04:33,644:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0580*** [0m
2023-09-16 13:04:33,667:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.12589[0m
2023-09-16 13:04:33,667:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0281 || HITRATE@5 Avg: 0.0704 || HITRATE@10 Avg: 0.0963 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0580[0m
2023-09-16 13:04:33,667:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-16 13:04:37,687:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.019466 seconds ...[0m
2023-09-16 13:04:37,758:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.12442[0m
2023-09-16 13:04:37,758:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-16 13:04:37,758:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-16 13:04:41,647:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.888155 seconds ...[0m
2023-09-16 13:04:41,708:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.12372[0m
2023-09-16 13:04:41,708:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-16 13:04:41,709:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-16 13:04:45,604:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.895327 seconds ...[0m
2023-09-16 13:04:45,667:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.12228[0m
2023-09-16 13:04:45,667:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-16 13:04:45,667:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-16 13:04:49,564:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.896697 seconds ...[0m
2023-09-16 13:04:49,628:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.12285[0m
2023-09-16 13:04:49,628:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-16 13:04:49,628:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-16 13:04:53,569:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.940918 seconds ...[0m
2023-09-16 13:05:02,342:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.708851 seconds ...[0m
2023-09-16 13:05:02,343:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0581*** [0m
2023-09-16 13:05:02,371:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.12241[0m
2023-09-16 13:05:02,371:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0279 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0581[0m
2023-09-16 13:05:02,371:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-16 13:05:06,373:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.001944 seconds ...[0m
2023-09-16 13:05:06,515:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.12203[0m
2023-09-16 13:05:06,515:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-16 13:05:06,515:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-16 13:05:10,424:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908225 seconds ...[0m
2023-09-16 13:05:10,495:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.12126[0m
2023-09-16 13:05:10,496:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-16 13:05:10,496:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-16 13:05:14,485:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.988678 seconds ...[0m
2023-09-16 13:05:14,564:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.11947[0m
2023-09-16 13:05:14,564:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-16 13:05:14,564:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-16 13:05:18,459:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.894983 seconds ...[0m
2023-09-16 13:05:18,521:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.11929[0m
2023-09-16 13:05:18,521:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-16 13:05:18,522:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-16 13:05:22,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.006777 seconds ...[0m
2023-09-16 13:05:31,292:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.699760 seconds ...[0m
2023-09-16 13:05:31,292:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.12010[0m
2023-09-16 13:05:31,292:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0273 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.0968 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0581[0m
2023-09-16 13:05:31,292:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-16 13:05:35,232:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.939264 seconds ...[0m
2023-09-16 13:05:35,294:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11858[0m
2023-09-16 13:05:35,294:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-16 13:05:35,294:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-16 13:05:39,212:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.918250 seconds ...[0m
2023-09-16 13:05:39,287:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.11766[0m
2023-09-16 13:05:39,287:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-16 13:05:39,287:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-16 13:05:43,217:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.929694 seconds ...[0m
2023-09-16 13:05:43,279:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11839[0m
2023-09-16 13:05:43,279:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-16 13:05:43,279:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-16 13:05:47,130:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.850960 seconds ...[0m
2023-09-16 13:05:47,259:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11679[0m
2023-09-16 13:05:47,260:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-16 13:05:47,260:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-16 13:05:51,270:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.010378 seconds ...[0m
2023-09-16 13:05:59,991:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.651656 seconds ...[0m
2023-09-16 13:05:59,991:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0584*** [0m
2023-09-16 13:06:00,013:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.11547[0m
2023-09-16 13:06:00,013:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0276 || HITRATE@5 Avg: 0.0711 || HITRATE@10 Avg: 0.0972 || NDCG@5 Avg: 0.0500 || NDCG@10 Avg: 0.0584[0m
2023-09-16 13:06:00,013:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-16 13:06:04,012:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.999122 seconds ...[0m
2023-09-16 13:06:04,089:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.11594[0m
2023-09-16 13:06:04,089:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-16 13:06:04,089:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-16 13:06:08,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.996155 seconds ...[0m
2023-09-16 13:06:08,156:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.11536[0m
2023-09-16 13:06:08,156:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-16 13:06:08,156:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-16 13:06:12,080:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.923670 seconds ...[0m
2023-09-16 13:06:12,160:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.11505[0m
2023-09-16 13:06:12,160:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-16 13:06:12,160:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-16 13:06:16,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.979532 seconds ...[0m
2023-09-16 13:06:16,200:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.11348[0m
2023-09-16 13:06:16,200:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-16 13:06:16,201:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-16 13:06:20,138:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937678 seconds ...[0m
2023-09-16 13:06:28,972:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.771184 seconds ...[0m
2023-09-16 13:06:28,973:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0588*** [0m
2023-09-16 13:06:28,995:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.11214[0m
2023-09-16 13:06:28,995:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0281 || HITRATE@5 Avg: 0.0710 || HITRATE@10 Avg: 0.0978 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0588[0m
2023-09-16 13:06:28,995:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-16 13:06:32,929:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.932879 seconds ...[0m
2023-09-16 13:06:33,006:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.11315[0m
2023-09-16 13:06:33,006:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-16 13:06:33,006:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-16 13:06:36,933:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926554 seconds ...[0m
2023-09-16 13:06:36,995:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.11135[0m
2023-09-16 13:06:36,995:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-16 13:06:36,995:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-16 13:06:40,951:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.956204 seconds ...[0m
2023-09-16 13:06:41,014:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.11092[0m
2023-09-16 13:06:41,014:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-16 13:06:41,014:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-16 13:06:44,908:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.893577 seconds ...[0m
2023-09-16 13:06:44,983:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.11128[0m
2023-09-16 13:06:44,983:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-16 13:06:44,983:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-16 13:06:48,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.933530 seconds ...[0m
2023-09-16 13:06:57,563:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.569019 seconds ...[0m
2023-09-16 13:06:57,564:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10978[0m
2023-09-16 13:06:57,564:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0281 || HITRATE@5 Avg: 0.0710 || HITRATE@10 Avg: 0.0966 || NDCG@5 Avg: 0.0503 || NDCG@10 Avg: 0.0585[0m
2023-09-16 13:06:57,564:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-16 13:07:01,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.024549 seconds ...[0m
2023-09-16 13:07:01,652:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.11049[0m
2023-09-16 13:07:01,652:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-16 13:07:01,652:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-16 13:07:05,674:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.021648 seconds ...[0m
2023-09-16 13:07:05,736:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10849[0m
2023-09-16 13:07:05,737:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-16 13:07:05,737:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-16 13:07:09,707:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970203 seconds ...[0m
2023-09-16 13:07:09,772:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10870[0m
2023-09-16 13:07:09,773:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-16 13:07:09,773:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-16 13:07:13,687:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.913863 seconds ...[0m
2023-09-16 13:07:13,749:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10946[0m
2023-09-16 13:07:13,749:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-16 13:07:13,749:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-16 13:07:17,755:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.005548 seconds ...[0m
2023-09-16 13:07:26,428:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.607795 seconds ...[0m
2023-09-16 13:07:26,428:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0590*** [0m
2023-09-16 13:07:26,452:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10814[0m
2023-09-16 13:07:26,453:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0713 || HITRATE@10 Avg: 0.0977 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0590[0m
2023-09-16 13:07:26,453:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-16 13:07:30,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.811611 seconds ...[0m
2023-09-16 13:07:30,325:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10705[0m
2023-09-16 13:07:30,325:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-16 13:07:30,325:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-16 13:07:34,269:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.943748 seconds ...[0m
2023-09-16 13:07:34,336:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10668[0m
2023-09-16 13:07:34,337:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-16 13:07:34,337:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-16 13:07:38,334:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.996962 seconds ...[0m
2023-09-16 13:07:38,399:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10676[0m
2023-09-16 13:07:38,400:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-16 13:07:38,400:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-16 13:07:42,373:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.972702 seconds ...[0m
2023-09-16 13:07:42,453:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10711[0m
2023-09-16 13:07:42,453:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-16 13:07:42,454:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-16 13:07:46,464:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.009835 seconds ...[0m
2023-09-16 13:07:55,329:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.802757 seconds ...[0m
2023-09-16 13:07:55,329:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0594*** [0m
2023-09-16 13:07:55,352:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10524[0m
2023-09-16 13:07:55,352:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0284 || HITRATE@5 Avg: 0.0715 || HITRATE@10 Avg: 0.0986 || NDCG@5 Avg: 0.0507 || NDCG@10 Avg: 0.0594[0m
2023-09-16 13:07:55,352:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-16 13:07:59,275:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922515 seconds ...[0m
2023-09-16 13:07:59,338:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10483[0m
2023-09-16 13:07:59,339:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-16 13:07:59,339:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-16 13:08:03,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.991283 seconds ...[0m
2023-09-16 13:08:03,392:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10448[0m
2023-09-16 13:08:03,393:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-16 13:08:03,393:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-16 13:08:07,352:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.959281 seconds ...[0m
2023-09-16 13:08:07,436:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10371[0m
2023-09-16 13:08:07,437:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-16 13:08:07,437:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-16 13:08:11,404:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.966635 seconds ...[0m
2023-09-16 13:08:11,468:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10273[0m
2023-09-16 13:08:11,469:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-16 13:08:11,469:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-16 13:08:15,473:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.004211 seconds ...[0m
2023-09-16 13:08:24,190:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.634040 seconds ...[0m
2023-09-16 13:08:24,191:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10324[0m
2023-09-16 13:08:24,191:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0277 || HITRATE@5 Avg: 0.0714 || HITRATE@10 Avg: 0.0980 || NDCG@5 Avg: 0.0503 || NDCG@10 Avg: 0.0589[0m
2023-09-16 13:08:24,191:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-16 13:08:28,152:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.960324 seconds ...[0m
2023-09-16 13:08:28,244:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10301[0m
2023-09-16 13:08:28,244:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-16 13:08:28,244:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-16 13:08:32,247:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.002876 seconds ...[0m
2023-09-16 13:08:32,318:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10212[0m
2023-09-16 13:08:32,318:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-16 13:08:32,318:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-16 13:08:36,216:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.897640 seconds ...[0m
2023-09-16 13:08:36,290:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10201[0m
2023-09-16 13:08:36,290:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-16 13:08:36,290:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-16 13:08:40,254:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.963427 seconds ...[0m
2023-09-16 13:08:40,334:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10096[0m
2023-09-16 13:08:40,335:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-16 13:08:40,335:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-16 13:08:44,446:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.111417 seconds ...[0m
2023-09-16 13:08:53,183:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.663175 seconds ...[0m
2023-09-16 13:08:53,184:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0594*** [0m
2023-09-16 13:08:53,204:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10206[0m
2023-09-16 13:08:53,205:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0283 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.0990 || NDCG@5 Avg: 0.0503 || NDCG@10 Avg: 0.0594[0m
2023-09-16 13:08:53,205:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-16 13:08:57,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.947711 seconds ...[0m
2023-09-16 13:08:57,213:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10067[0m
2023-09-16 13:08:57,214:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-16 13:08:57,214:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-16 13:09:01,282:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.068533 seconds ...[0m
2023-09-16 13:09:01,346:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10004[0m
2023-09-16 13:09:01,346:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-16 13:09:01,346:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-16 13:09:05,269:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922910 seconds ...[0m
2023-09-16 13:09:05,332:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.10060[0m
2023-09-16 13:09:05,333:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-16 13:09:05,333:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-16 13:09:09,357:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.024129 seconds ...[0m
2023-09-16 13:09:09,437:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.09959[0m
2023-09-16 13:09:09,437:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-16 13:09:09,437:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-16 13:09:13,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.091702 seconds ...[0m
2023-09-16 13:09:22,246:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.650654 seconds ...[0m
2023-09-16 13:09:22,247:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09826[0m
2023-09-16 13:09:22,247:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0279 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.0978 || NDCG@5 Avg: 0.0504 || NDCG@10 Avg: 0.0589[0m
2023-09-16 13:09:22,247:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-16 13:09:26,130:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.882786 seconds ...[0m
2023-09-16 13:09:26,202:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09828[0m
2023-09-16 13:09:26,202:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-16 13:09:26,202:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-16 13:09:30,227:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.024801 seconds ...[0m
2023-09-16 13:09:30,293:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09743[0m
2023-09-16 13:09:30,293:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-16 13:09:30,293:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-16 13:09:34,216:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.923050 seconds ...[0m
2023-09-16 13:09:34,288:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09712[0m
2023-09-16 13:09:34,288:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-16 13:09:34,288:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-16 13:09:38,364:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.075698 seconds ...[0m
2023-09-16 13:09:38,444:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09726[0m
2023-09-16 13:09:38,444:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-16 13:09:38,444:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-16 13:09:42,399:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.954412 seconds ...[0m
2023-09-16 13:09:51,191:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.726959 seconds ...[0m
2023-09-16 13:09:51,192:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0596*** [0m
2023-09-16 13:09:51,217:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09660[0m
2023-09-16 13:09:51,217:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0284 || HITRATE@5 Avg: 0.0718 || HITRATE@10 Avg: 0.0993 || NDCG@5 Avg: 0.0507 || NDCG@10 Avg: 0.0596[0m
2023-09-16 13:09:51,217:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-16 13:09:55,188:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970241 seconds ...[0m
2023-09-16 13:09:55,252:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09741[0m
2023-09-16 13:09:55,252:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-16 13:09:55,252:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-16 13:09:59,218:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.965885 seconds ...[0m
2023-09-16 13:09:59,301:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09555[0m
2023-09-16 13:09:59,302:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-16 13:09:59,302:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-16 13:10:03,242:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.940446 seconds ...[0m
2023-09-16 13:10:03,311:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09550[0m
2023-09-16 13:10:03,311:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-16 13:10:03,312:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-16 13:10:07,329:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.017741 seconds ...[0m
2023-09-16 13:10:07,407:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09590[0m
2023-09-16 13:10:07,407:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-16 13:10:07,407:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-16 13:10:11,379:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970988 seconds ...[0m
2023-09-16 13:10:20,129:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.686755 seconds ...[0m
2023-09-16 13:10:20,129:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0598*** [0m
2023-09-16 13:10:20,151:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09448[0m
2023-09-16 13:10:20,151:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0284 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.0992 || NDCG@5 Avg: 0.0513 || NDCG@10 Avg: 0.0598[0m
2023-09-16 13:10:20,151:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-16 13:10:24,085:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.933270 seconds ...[0m
2023-09-16 13:10:24,146:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09370[0m
2023-09-16 13:10:24,146:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-16 13:10:24,146:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-16 13:10:28,075:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.928776 seconds ...[0m
2023-09-16 13:10:28,142:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09475[0m
2023-09-16 13:10:28,142:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-16 13:10:28,142:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-16 13:10:32,058:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.915950 seconds ...[0m
2023-09-16 13:10:32,123:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09353[0m
2023-09-16 13:10:32,123:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-16 13:10:32,123:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-16 13:10:35,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.869626 seconds ...[0m
2023-09-16 13:10:36,070:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09266[0m
2023-09-16 13:10:36,070:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-16 13:10:36,070:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-16 13:10:40,127:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.057212 seconds ...[0m
2023-09-16 13:10:48,839:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.636805 seconds ...[0m
2023-09-16 13:10:48,840:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0604*** [0m
2023-09-16 13:10:48,861:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09257[0m
2023-09-16 13:10:48,861:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0287 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1007 || NDCG@5 Avg: 0.0513 || NDCG@10 Avg: 0.0604[0m
2023-09-16 13:10:48,861:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-16 13:10:52,803:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942106 seconds ...[0m
2023-09-16 13:10:52,864:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09168[0m
2023-09-16 13:10:52,864:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-16 13:10:52,864:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-16 13:10:56,786:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.921722 seconds ...[0m
2023-09-16 13:10:56,849:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09314[0m
2023-09-16 13:10:56,849:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-16 13:10:56,849:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-16 13:11:00,870:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.020865 seconds ...[0m
2023-09-16 13:11:00,939:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09264[0m
2023-09-16 13:11:00,939:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-16 13:11:00,939:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-16 13:11:04,873:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.933986 seconds ...[0m
2023-09-16 13:11:04,938:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09111[0m
2023-09-16 13:11:04,938:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-16 13:11:04,938:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-16 13:11:08,848:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.909652 seconds ...[0m
2023-09-16 13:11:17,577:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.661172 seconds ...[0m
2023-09-16 13:11:17,577:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0605*** [0m
2023-09-16 13:11:17,598:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09061[0m
2023-09-16 13:11:17,598:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0290 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1003 || NDCG@5 Avg: 0.0516 || NDCG@10 Avg: 0.0605[0m
2023-09-16 13:11:17,598:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-16 13:11:21,404:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.805532 seconds ...[0m
2023-09-16 13:11:21,468:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09021[0m
2023-09-16 13:11:21,468:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-16 13:11:21,468:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-16 13:11:25,396:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.927227 seconds ...[0m
2023-09-16 13:11:25,473:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.08961[0m
2023-09-16 13:11:25,474:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-16 13:11:25,474:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-16 13:11:29,497:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.022580 seconds ...[0m
2023-09-16 13:11:29,642:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.08895[0m
2023-09-16 13:11:29,642:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-16 13:11:29,643:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-16 13:11:33,548:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.905279 seconds ...[0m
2023-09-16 13:11:33,717:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.08944[0m
2023-09-16 13:11:33,718:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-16 13:11:33,718:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-16 13:11:37,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.010974 seconds ...[0m
2023-09-16 13:11:46,570:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.779007 seconds ...[0m
2023-09-16 13:11:46,571:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0609*** [0m
2023-09-16 13:11:46,592:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.08936[0m
2023-09-16 13:11:46,592:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1008 || NDCG@5 Avg: 0.0519 || NDCG@10 Avg: 0.0609[0m
2023-09-16 13:11:46,593:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-16 13:11:50,581:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.988313 seconds ...[0m
2023-09-16 13:11:50,660:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.08900[0m
2023-09-16 13:11:50,660:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-16 13:11:50,660:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-16 13:11:54,524:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.863816 seconds ...[0m
2023-09-16 13:11:54,586:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.08771[0m
2023-09-16 13:11:54,587:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-16 13:11:54,587:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-16 13:11:58,713:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.126085 seconds ...[0m
2023-09-16 13:11:58,852:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.08851[0m
2023-09-16 13:11:58,852:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-16 13:11:58,852:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-16 13:12:02,713:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.860335 seconds ...[0m
2023-09-16 13:12:02,782:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.08728[0m
2023-09-16 13:12:02,782:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-16 13:12:02,782:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-16 13:12:06,680:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.897724 seconds ...[0m
2023-09-16 13:12:15,588:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.846399 seconds ...[0m
2023-09-16 13:12:15,589:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.08663[0m
2023-09-16 13:12:15,589:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0291 || HITRATE@5 Avg: 0.0738 || HITRATE@10 Avg: 0.1004 || NDCG@5 Avg: 0.0519 || NDCG@10 Avg: 0.0605[0m
2023-09-16 13:12:15,589:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-16 13:12:19,491:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.901886 seconds ...[0m
2023-09-16 13:12:19,554:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.08645[0m
2023-09-16 13:12:19,554:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-16 13:12:19,554:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-16 13:12:23,496:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941367 seconds ...[0m
2023-09-16 13:12:23,561:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.08657[0m
2023-09-16 13:12:23,562:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-16 13:12:23,562:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-16 13:12:27,520:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957932 seconds ...[0m
2023-09-16 13:12:27,592:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.08584[0m
2023-09-16 13:12:27,592:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-16 13:12:27,592:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-16 13:12:31,550:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957763 seconds ...[0m
2023-09-16 13:12:31,625:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.08587[0m
2023-09-16 13:12:31,626:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-16 13:12:31,626:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-16 13:12:35,662:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.036149 seconds ...[0m
2023-09-16 13:12:44,472:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.743134 seconds ...[0m
2023-09-16 13:12:44,472:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.08568[0m
2023-09-16 13:12:44,473:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0289 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1014 || NDCG@5 Avg: 0.0519 || NDCG@10 Avg: 0.0609[0m
2023-09-16 13:12:44,473:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-16 13:12:48,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.876931 seconds ...[0m
2023-09-16 13:12:48,434:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.08498[0m
2023-09-16 13:12:48,434:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-16 13:12:48,434:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-16 13:12:52,293:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.858382 seconds ...[0m
2023-09-16 13:12:52,353:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.08567[0m
2023-09-16 13:12:52,353:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-16 13:12:52,353:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-16 13:12:56,324:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970518 seconds ...[0m
2023-09-16 13:12:56,385:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.08392[0m
2023-09-16 13:12:56,385:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-16 13:12:56,385:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-16 13:13:00,288:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903036 seconds ...[0m
2023-09-16 13:13:00,384:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08330[0m
2023-09-16 13:13:00,385:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-16 13:13:00,385:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-16 13:13:04,375:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.990080 seconds ...[0m
2023-09-16 13:13:13,121:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.686125 seconds ...[0m
2023-09-16 13:13:13,122:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0611*** [0m
2023-09-16 13:13:13,143:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.08340[0m
2023-09-16 13:13:13,143:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0519 || NDCG@10 Avg: 0.0611[0m
2023-09-16 13:13:13,143:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-16 13:13:17,078:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.934269 seconds ...[0m
2023-09-16 13:13:17,150:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.08301[0m
2023-09-16 13:13:17,150:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-16 13:13:17,151:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-16 13:13:21,120:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.969251 seconds ...[0m
2023-09-16 13:13:21,180:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08358[0m
2023-09-16 13:13:21,180:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-16 13:13:21,180:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-16 13:13:25,093:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.912782 seconds ...[0m
2023-09-16 13:13:25,155:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.08422[0m
2023-09-16 13:13:25,155:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-16 13:13:25,156:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-16 13:13:29,100:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.943912 seconds ...[0m
2023-09-16 13:13:29,180:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08203[0m
2023-09-16 13:13:29,180:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-16 13:13:29,180:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-16 13:13:33,118:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938099 seconds ...[0m
2023-09-16 13:13:41,999:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.817228 seconds ...[0m
2023-09-16 13:13:41,999:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08170[0m
2023-09-16 13:13:41,999:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0285 || HITRATE@5 Avg: 0.0739 || HITRATE@10 Avg: 0.1009 || NDCG@5 Avg: 0.0520 || NDCG@10 Avg: 0.0608[0m
2023-09-16 13:13:41,999:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-16 13:13:46,043:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.043512 seconds ...[0m
2023-09-16 13:13:46,124:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08252[0m
2023-09-16 13:13:46,125:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-16 13:13:46,125:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-16 13:13:50,241:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.116388 seconds ...[0m
2023-09-16 13:13:50,312:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08157[0m
2023-09-16 13:13:50,312:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-16 13:13:50,312:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-16 13:13:54,312:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.999032 seconds ...[0m
2023-09-16 13:13:54,374:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.08148[0m
2023-09-16 13:13:54,374:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-16 13:13:54,375:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-16 13:13:58,440:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.064895 seconds ...[0m
2023-09-16 13:13:58,526:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08121[0m
2023-09-16 13:13:58,527:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-16 13:13:58,527:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-16 13:14:02,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949470 seconds ...[0m
2023-09-16 13:14:11,279:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.738321 seconds ...[0m
2023-09-16 13:14:11,279:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0614*** [0m
2023-09-16 13:14:11,301:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08118[0m
2023-09-16 13:14:11,302:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0296 || HITRATE@5 Avg: 0.0743 || HITRATE@10 Avg: 0.1008 || NDCG@5 Avg: 0.0527 || NDCG@10 Avg: 0.0614[0m
2023-09-16 13:14:11,302:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-16 13:14:15,185:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.883222 seconds ...[0m
2023-09-16 13:14:15,266:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.07987[0m
2023-09-16 13:14:15,267:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-16 13:14:15,267:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-16 13:14:19,166:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.898726 seconds ...[0m
2023-09-16 13:14:19,228:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08065[0m
2023-09-16 13:14:19,229:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-16 13:14:19,229:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-16 13:14:23,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.034906 seconds ...[0m
2023-09-16 13:14:23,328:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08013[0m
2023-09-16 13:14:23,329:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-16 13:14:23,329:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-16 13:14:27,371:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.041730 seconds ...[0m
2023-09-16 13:14:27,434:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.07862[0m
2023-09-16 13:14:27,435:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-16 13:14:27,435:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-16 13:14:31,343:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.907758 seconds ...[0m
2023-09-16 13:14:40,063:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.654943 seconds ...[0m
2023-09-16 13:14:40,064:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.07862[0m
2023-09-16 13:14:40,064:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0746 || HITRATE@10 Avg: 0.1014 || NDCG@5 Avg: 0.0524 || NDCG@10 Avg: 0.0611[0m
2023-09-16 13:14:40,064:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-16 13:14:44,013:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.948439 seconds ...[0m
2023-09-16 13:14:44,075:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.07798[0m
2023-09-16 13:14:44,075:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-16 13:14:44,075:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-16 13:14:47,968:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.892289 seconds ...[0m
2023-09-16 13:14:48,046:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.07868[0m
2023-09-16 13:14:48,046:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-16 13:14:48,046:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-16 13:14:52,048:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.001875 seconds ...[0m
2023-09-16 13:14:52,119:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.07777[0m
2023-09-16 13:14:52,119:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-16 13:14:52,119:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-16 13:14:56,042:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922722 seconds ...[0m
2023-09-16 13:14:56,109:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.07787[0m
2023-09-16 13:14:56,109:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-16 13:14:56,109:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-16 13:15:00,073:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.963392 seconds ...[0m
2023-09-16 13:15:08,731:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.595931 seconds ...[0m
2023-09-16 13:15:08,732:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0617*** [0m
2023-09-16 13:15:08,753:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.07703[0m
2023-09-16 13:15:08,753:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0749 || HITRATE@10 Avg: 0.1021 || NDCG@5 Avg: 0.0530 || NDCG@10 Avg: 0.0617[0m
2023-09-16 13:15:08,753:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-16 13:15:12,634:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.880930 seconds ...[0m
2023-09-16 13:15:12,695:	[1;33m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.07741[0m
2023-09-16 13:15:12,695:	[1;33m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-16 13:15:12,695:	[1;33m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-16 13:15:16,696:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.000879 seconds ...[0m
2023-09-16 13:15:16,776:	[1;33m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.07669[0m
2023-09-16 13:15:16,777:	[1;33m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-16 13:15:16,777:	[1;33m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-16 13:15:20,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.951851 seconds ...[0m
2023-09-16 13:15:20,795:	[1;33m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.07638[0m
2023-09-16 13:15:20,795:	[1;33m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-16 13:15:20,795:	[1;33m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-16 13:15:24,636:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.840785 seconds ...[0m
2023-09-16 13:15:24,697:	[1;33m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.07680[0m
2023-09-16 13:15:24,697:	[1;33m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-16 13:15:24,698:	[1;33m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-16 13:15:28,740:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.042559 seconds ...[0m
2023-09-16 13:15:37,474:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.661450 seconds ...[0m
2023-09-16 13:15:37,474:	[1;33m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.07562[0m
2023-09-16 13:15:37,474:	[1;33m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0746 || HITRATE@10 Avg: 0.1017 || NDCG@5 Avg: 0.0529 || NDCG@10 Avg: 0.0616[0m
2023-09-16 13:15:37,474:	[1;33m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-16 13:15:41,356:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.881391 seconds ...[0m
2023-09-16 13:15:41,429:	[1;33m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.07567[0m
2023-09-16 13:15:41,429:	[1;33m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-16 13:15:41,429:	[1;33m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-16 13:15:45,354:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.925056 seconds ...[0m
2023-09-16 13:15:45,571:	[1;33m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.07718[0m
2023-09-16 13:15:45,572:	[1;33m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-16 13:15:45,572:	[1;33m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-16 13:15:49,610:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.038049 seconds ...[0m
2023-09-16 13:15:49,679:	[1;33m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.07546[0m
2023-09-16 13:15:49,679:	[1;33m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-16 13:15:49,679:	[1;33m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-16 13:15:53,648:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.968915 seconds ...[0m
2023-09-16 13:15:53,708:	[1;33m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.07502[0m
2023-09-16 13:15:53,709:	[1;33m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-16 13:15:53,709:	[1;33m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-16 13:15:57,677:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.967717 seconds ...[0m
2023-09-16 13:16:06,397:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.657922 seconds ...[0m
2023-09-16 13:16:06,397:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0620*** [0m
2023-09-16 13:16:06,418:	[1;33m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.07489[0m
2023-09-16 13:16:06,418:	[1;33m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0296 || HITRATE@5 Avg: 0.0752 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0532 || NDCG@10 Avg: 0.0620[0m
2023-09-16 13:16:06,418:	[1;33m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-16 13:16:10,327:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908597 seconds ...[0m
2023-09-16 13:16:10,387:	[1;33m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.07360[0m
2023-09-16 13:16:10,387:	[1;33m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-16 13:16:10,387:	[1;33m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-16 13:16:14,312:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.924446 seconds ...[0m
2023-09-16 13:16:14,391:	[1;33m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.07439[0m
2023-09-16 13:16:14,391:	[1;33m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-16 13:16:14,391:	[1;33m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-16 13:16:18,349:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.956834 seconds ...[0m
2023-09-16 13:16:18,418:	[1;33m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.07488[0m
2023-09-16 13:16:18,418:	[1;33m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-16 13:16:18,418:	[1;33m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-16 13:16:22,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.046251 seconds ...[0m
2023-09-16 13:16:22,529:	[1;33m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.07277[0m
2023-09-16 13:16:22,529:	[1;33m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-16 13:16:22,529:	[1;33m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-16 13:16:26,454:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.925112 seconds ...[0m
2023-09-16 13:16:35,109:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.585139 seconds ...[0m
2023-09-16 13:16:35,109:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0622*** [0m
2023-09-16 13:16:35,132:	[1;33m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.07287[0m
2023-09-16 13:16:35,132:	[1;33m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0753 || HITRATE@10 Avg: 0.1025 || NDCG@5 Avg: 0.0534 || NDCG@10 Avg: 0.0622[0m
2023-09-16 13:16:35,132:	[1;33m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-16 13:16:39,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.953797 seconds ...[0m
2023-09-16 13:16:39,150:	[1;33m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.07312[0m
2023-09-16 13:16:39,150:	[1;33m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-16 13:16:39,150:	[1;33m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-16 13:16:43,127:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.977211 seconds ...[0m
2023-09-16 13:16:43,188:	[1;33m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.07199[0m
2023-09-16 13:16:43,188:	[1;33m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-16 13:16:43,188:	[1;33m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-16 13:16:47,223:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.034717 seconds ...[0m
2023-09-16 13:16:47,287:	[1;33m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.07173[0m
2023-09-16 13:16:47,287:	[1;33m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-16 13:16:47,287:	[1;33m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-16 13:16:51,208:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.920446 seconds ...[0m
2023-09-16 13:16:51,272:	[1;33m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.07218[0m
2023-09-16 13:16:51,272:	[1;33m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-16 13:16:51,272:	[1;33m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-16 13:16:55,198:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926024 seconds ...[0m
2023-09-16 13:17:03,858:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.590502 seconds ...[0m
2023-09-16 13:17:03,858:	[1;33m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.07164[0m
2023-09-16 13:17:03,858:	[1;33m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0754 || HITRATE@10 Avg: 0.1025 || NDCG@5 Avg: 0.0533 || NDCG@10 Avg: 0.0621[0m
2023-09-16 13:17:03,858:	[1;33m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-16 13:17:07,900:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.041574 seconds ...[0m
2023-09-16 13:17:07,963:	[1;33m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.07121[0m
2023-09-16 13:17:07,963:	[1;33m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-16 13:17:07,963:	[1;33m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-16 13:17:11,783:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.820252 seconds ...[0m
2023-09-16 13:17:11,846:	[1;33m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.07161[0m
2023-09-16 13:17:11,846:	[1;33m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-16 13:17:11,846:	[1;33m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-16 13:17:15,761:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.914851 seconds ...[0m
2023-09-16 13:17:15,843:	[1;33m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.07068[0m
2023-09-16 13:17:15,843:	[1;33m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-16 13:17:15,844:	[1;33m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-16 13:17:19,875:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.031166 seconds ...[0m
2023-09-16 13:17:19,940:	[1;33m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.07071[0m
2023-09-16 13:17:19,940:	[1;33m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-16 13:17:19,941:	[1;33m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-16 13:17:24,010:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.068903 seconds ...[0m
2023-09-16 13:17:32,636:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.557820 seconds ...[0m
2023-09-16 13:17:32,636:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0625*** [0m
2023-09-16 13:17:32,657:	[1;33m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.07102[0m
2023-09-16 13:17:32,657:	[1;33m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0764 || HITRATE@10 Avg: 0.1030 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0625[0m
2023-09-16 13:17:32,657:	[1;33m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-16 13:17:36,675:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.017474 seconds ...[0m
2023-09-16 13:17:36,739:	[1;33m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.07053[0m
2023-09-16 13:17:36,739:	[1;33m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-16 13:17:36,740:	[1;33m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-16 13:17:40,771:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.031320 seconds ...[0m
2023-09-16 13:17:40,854:	[1;33m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06966[0m
2023-09-16 13:17:40,854:	[1;33m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-16 13:17:40,854:	[1;33m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-16 13:17:44,814:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.959512 seconds ...[0m
2023-09-16 13:17:44,885:	[1;33m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06927[0m
2023-09-16 13:17:44,885:	[1;33m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-16 13:17:44,885:	[1;33m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-16 13:17:48,833:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.947645 seconds ...[0m
2023-09-16 13:17:48,918:	[1;33m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06948[0m
2023-09-16 13:17:48,919:	[1;33m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-16 13:17:48,919:	[1;33m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-16 13:17:52,865:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.945597 seconds ...[0m
2023-09-16 13:18:01,516:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.585481 seconds ...[0m
2023-09-16 13:18:01,517:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0627*** [0m
2023-09-16 13:18:01,538:	[1;33m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06930[0m
2023-09-16 13:18:01,538:	[1;33m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0754 || HITRATE@10 Avg: 0.1036 || NDCG@5 Avg: 0.0536 || NDCG@10 Avg: 0.0627[0m
2023-09-16 13:18:01,538:	[1;33m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-16 13:18:05,525:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.986915 seconds ...[0m
2023-09-16 13:18:05,618:	[1;33m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06813[0m
2023-09-16 13:18:05,618:	[1;33m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-16 13:18:05,618:	[1;33m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-16 13:18:09,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970460 seconds ...[0m
2023-09-16 13:18:09,671:	[1;33m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06809[0m
2023-09-16 13:18:09,672:	[1;33m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-16 13:18:09,672:	[1;33m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-16 13:18:13,658:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.985890 seconds ...[0m
2023-09-16 13:18:13,740:	[1;33m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06831[0m
2023-09-16 13:18:13,740:	[1;33m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-16 13:18:13,740:	[1;33m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-16 13:18:17,690:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949737 seconds ...[0m
2023-09-16 13:18:17,775:	[1;33m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06845[0m
2023-09-16 13:18:17,775:	[1;33m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-16 13:18:17,775:	[1;33m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-16 13:18:21,679:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903229 seconds ...[0m
2023-09-16 13:18:30,431:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.671751 seconds ...[0m
2023-09-16 13:18:30,431:	[1;33m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06802[0m
2023-09-16 13:18:30,431:	[1;33m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0753 || HITRATE@10 Avg: 0.1030 || NDCG@5 Avg: 0.0531 || NDCG@10 Avg: 0.0620[0m
2023-09-16 13:18:30,432:	[1;33m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-16 13:18:34,378:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.946662 seconds ...[0m
2023-09-16 13:18:34,440:	[1;33m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06820[0m
2023-09-16 13:18:34,440:	[1;33m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-16 13:18:34,440:	[1;33m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-16 13:18:38,475:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.034684 seconds ...[0m
2023-09-16 13:18:38,544:	[1;33m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06751[0m
2023-09-16 13:18:38,544:	[1;33m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-16 13:18:38,544:	[1;33m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-16 13:18:42,575:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.030889 seconds ...[0m
2023-09-16 13:18:42,643:	[1;33m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06737[0m
2023-09-16 13:18:42,643:	[1;33m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-16 13:18:42,645:	[1;33m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-16 13:18:46,618:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.973044 seconds ...[0m
2023-09-16 13:18:46,681:	[1;33m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06626[0m
2023-09-16 13:18:46,681:	[1;33m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-16 13:18:46,681:	[1;33m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-16 13:18:50,685:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.003429 seconds ...[0m
2023-09-16 13:18:59,310:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.542641 seconds ...[0m
2023-09-16 13:18:59,310:	[1;33m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06595[0m
2023-09-16 13:18:59,311:	[1;33m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0751 || HITRATE@10 Avg: 0.1028 || NDCG@5 Avg: 0.0534 || NDCG@10 Avg: 0.0623[0m
2023-09-16 13:18:59,311:	[1;33m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-16 13:19:03,250:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938918 seconds ...[0m
2023-09-16 13:19:03,313:	[1;33m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06592[0m
2023-09-16 13:19:03,313:	[1;33m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-16 13:19:03,313:	[1;33m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-16 13:19:07,284:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970896 seconds ...[0m
2023-09-16 13:19:07,349:	[1;33m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06575[0m
2023-09-16 13:19:07,349:	[1;33m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-16 13:19:07,349:	[1;33m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-16 13:19:11,285:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.936235 seconds ...[0m
2023-09-16 13:19:11,348:	[1;33m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06493[0m
2023-09-16 13:19:11,348:	[1;33m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-16 13:19:11,348:	[1;33m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-16 13:19:15,324:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.976183 seconds ...[0m
2023-09-16 13:19:15,406:	[1;33m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06497[0m
2023-09-16 13:19:15,406:	[1;33m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-16 13:19:15,407:	[1;33m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-16 13:19:19,318:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.911046 seconds ...[0m
2023-09-16 13:19:27,942:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.559670 seconds ...[0m
2023-09-16 13:19:27,942:	[1;33m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06522[0m
2023-09-16 13:19:27,942:	[1;33m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0746 || HITRATE@10 Avg: 0.1023 || NDCG@5 Avg: 0.0534 || NDCG@10 Avg: 0.0623[0m
2023-09-16 13:19:27,942:	[1;33m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-16 13:19:31,832:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.889555 seconds ...[0m
2023-09-16 13:19:31,911:	[1;33m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06451[0m
2023-09-16 13:19:31,911:	[1;33m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-16 13:19:31,911:	[1;33m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-16 13:19:35,853:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942263 seconds ...[0m
2023-09-16 13:19:35,915:	[1;33m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06496[0m
2023-09-16 13:19:35,915:	[1;33m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-16 13:19:35,915:	[1;33m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-16 13:19:39,896:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.981252 seconds ...[0m
2023-09-16 13:19:39,960:	[1;33m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06523[0m
2023-09-16 13:19:39,961:	[1;33m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-16 13:19:39,961:	[1;33m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-16 13:19:43,850:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.889272 seconds ...[0m
2023-09-16 13:19:43,915:	[1;33m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06418[0m
2023-09-16 13:19:43,915:	[1;33m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-16 13:19:43,915:	[1;33m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-16 13:19:47,888:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.972418 seconds ...[0m
2023-09-16 13:19:56,553:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.604709 seconds ...[0m
2023-09-16 13:19:56,553:	[1;33m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06465[0m
2023-09-16 13:19:56,553:	[1;33m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1028 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0626[0m
2023-09-16 13:19:56,553:	[1;33m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-16 13:20:00,503:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949756 seconds ...[0m
2023-09-16 13:20:00,565:	[1;33m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06339[0m
2023-09-16 13:20:00,565:	[1;33m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-16 13:20:00,565:	[1;33m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-16 13:20:04,573:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.008237 seconds ...[0m
2023-09-16 13:20:04,655:	[1;33m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06319[0m
2023-09-16 13:20:04,655:	[1;33m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-16 13:20:04,655:	[1;33m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-16 13:20:08,752:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.096540 seconds ...[0m
2023-09-16 13:20:08,840:	[1;33m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06399[0m
2023-09-16 13:20:08,840:	[1;33m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-16 13:20:08,840:	[1;33m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-16 13:20:12,899:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.058593 seconds ...[0m
2023-09-16 13:20:12,983:	[1;33m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06375[0m
2023-09-16 13:20:12,984:	[1;33m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-16 13:20:12,984:	[1;33m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-16 13:20:16,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.954767 seconds ...[0m
2023-09-16 13:20:25,563:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.563471 seconds ...[0m
2023-09-16 13:20:25,564:	[1;33m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06256[0m
2023-09-16 13:20:25,564:	[1;33m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0296 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1038 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0624[0m
2023-09-16 13:20:25,564:	[1;33m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-16 13:20:29,515:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.951437 seconds ...[0m
2023-09-16 13:20:29,588:	[1;33m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06343[0m
2023-09-16 13:20:29,588:	[1;33m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-16 13:20:29,588:	[1;33m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-16 13:20:33,579:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.990485 seconds ...[0m
2023-09-16 13:20:33,652:	[1;33m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06269[0m
2023-09-16 13:20:33,652:	[1;33m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-16 13:20:33,652:	[1;33m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-16 13:20:37,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.859219 seconds ...[0m
2023-09-16 13:20:37,579:	[1;33m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06287[0m
2023-09-16 13:20:37,580:	[1;33m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-16 13:20:37,580:	[1;33m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-16 13:20:41,577:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.996910 seconds ...[0m
2023-09-16 13:20:41,643:	[1;33m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06201[0m
2023-09-16 13:20:41,643:	[1;33m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-16 13:20:41,643:	[1;33m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-16 13:20:45,666:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.022221 seconds ...[0m
2023-09-16 13:20:54,373:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.644119 seconds ...[0m
2023-09-16 13:20:54,374:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06238[0m
2023-09-16 13:20:54,374:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0761 || HITRATE@10 Avg: 0.1038 || NDCG@5 Avg: 0.0536 || NDCG@10 Avg: 0.0625[0m
2023-09-16 13:20:54,374:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-16 13:20:58,378:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.003808 seconds ...[0m
2023-09-16 13:20:58,451:	[1;33m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06144[0m
2023-09-16 13:20:58,451:	[1;33m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-16 13:20:58,451:	[1;33m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-16 13:21:02,392:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.940839 seconds ...[0m
2023-09-16 13:21:02,456:	[1;33m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06164[0m
2023-09-16 13:21:02,456:	[1;33m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-16 13:21:02,456:	[1;33m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-16 13:21:06,549:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.092927 seconds ...[0m
2023-09-16 13:21:06,624:	[1;33m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06103[0m
2023-09-16 13:21:06,624:	[1;33m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-16 13:21:06,624:	[1;33m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-16 13:21:10,502:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.877491 seconds ...[0m
2023-09-16 13:21:10,640:	[1;33m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06073[0m
2023-09-16 13:21:10,640:	[1;33m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-16 13:21:10,640:	[1;33m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-16 13:21:14,610:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970224 seconds ...[0m
2023-09-16 13:21:23,160:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.488857 seconds ...[0m
2023-09-16 13:21:23,160:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0629*** [0m
2023-09-16 13:21:23,185:	[1;33m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06082[0m
2023-09-16 13:21:23,185:	[1;33m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0771 || HITRATE@10 Avg: 0.1035 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0629[0m
2023-09-16 13:21:23,185:	[1;33m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-16 13:21:27,125:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.939571 seconds ...[0m
2023-09-16 13:21:27,187:	[1;33m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06057[0m
2023-09-16 13:21:27,187:	[1;33m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-16 13:21:27,187:	[1;33m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-16 13:21:31,122:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.934626 seconds ...[0m
2023-09-16 13:21:31,188:	[1;33m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06137[0m
2023-09-16 13:21:31,189:	[1;33m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-16 13:21:31,189:	[1;33m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-16 13:21:35,132:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.943567 seconds ...[0m
2023-09-16 13:21:35,193:	[1;33m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06011[0m
2023-09-16 13:21:35,193:	[1;33m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-16 13:21:35,193:	[1;33m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-16 13:21:39,148:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.954946 seconds ...[0m
2023-09-16 13:21:39,215:	[1;33m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.05987[0m
2023-09-16 13:21:39,216:	[1;33m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-16 13:21:39,216:	[1;33m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-16 13:21:43,107:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.891006 seconds ...[0m
2023-09-16 13:21:51,789:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.616276 seconds ...[0m
2023-09-16 13:21:51,789:	[1;33m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.05946[0m
2023-09-16 13:21:51,789:	[1;33m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1039 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0626[0m
2023-09-16 13:21:51,789:	[1;33m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-16 13:21:55,872:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.082366 seconds ...[0m
2023-09-16 13:21:55,938:	[1;33m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.05912[0m
2023-09-16 13:21:55,938:	[1;33m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-16 13:21:55,938:	[1;33m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-16 13:21:59,915:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.976448 seconds ...[0m
2023-09-16 13:21:59,998:	[1;33m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.05883[0m
2023-09-16 13:21:59,998:	[1;33m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-16 13:21:59,998:	[1;33m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-16 13:22:04,006:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.007623 seconds ...[0m
2023-09-16 13:22:04,156:	[1;33m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.05861[0m
2023-09-16 13:22:04,156:	[1;33m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-16 13:22:04,156:	[1;33m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-16 13:22:08,101:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.944916 seconds ...[0m
2023-09-16 13:22:08,229:	[1;33m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.05884[0m
2023-09-16 13:22:08,229:	[1;33m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-16 13:22:08,229:	[1;33m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-16 13:22:12,177:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.947935 seconds ...[0m
2023-09-16 13:22:20,835:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.587705 seconds ...[0m
2023-09-16 13:22:20,835:	[1;33m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.05897[0m
2023-09-16 13:22:20,835:	[1;33m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0626[0m
2023-09-16 13:22:20,835:	[1;33m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-16 13:22:24,788:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.952285 seconds ...[0m
2023-09-16 13:22:24,851:	[1;33m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.05808[0m
2023-09-16 13:22:24,851:	[1;33m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-16 13:22:24,852:	[1;33m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-16 13:22:28,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941317 seconds ...[0m
2023-09-16 13:22:28,859:	[1;33m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.05717[0m
2023-09-16 13:22:28,859:	[1;33m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-16 13:22:28,859:	[1;33m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-16 13:22:32,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.969558 seconds ...[0m
2023-09-16 13:22:32,899:	[1;33m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.05901[0m
2023-09-16 13:22:32,899:	[1;33m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-16 13:22:32,899:	[1;33m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-16 13:22:37,001:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.101515 seconds ...[0m
2023-09-16 13:22:37,079:	[1;33m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.05744[0m
2023-09-16 13:22:37,080:	[1;33m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-16 13:22:37,080:	[1;33m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-16 13:22:41,018:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938241 seconds ...[0m
2023-09-16 13:22:49,651:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.568746 seconds ...[0m
2023-09-16 13:22:49,652:	[1;33m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.05698[0m
2023-09-16 13:22:49,652:	[1;33m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1041 || NDCG@5 Avg: 0.0538 || NDCG@10 Avg: 0.0629[0m
2023-09-16 13:22:49,652:	[1;33m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-16 13:22:53,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.915645 seconds ...[0m
2023-09-16 13:22:53,632:	[1;33m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.05772[0m
2023-09-16 13:22:53,632:	[1;33m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-16 13:22:53,632:	[1;33m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-16 13:22:57,561:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.928842 seconds ...[0m
2023-09-16 13:22:57,631:	[1;33m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.05691[0m
2023-09-16 13:22:57,631:	[1;33m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-16 13:22:57,631:	[1;33m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-16 13:23:01,618:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.987080 seconds ...[0m
2023-09-16 13:23:01,686:	[1;33m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.05671[0m
2023-09-16 13:23:01,686:	[1;33m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-16 13:23:01,686:	[1;33m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-16 13:23:05,590:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903783 seconds ...[0m
2023-09-16 13:23:05,677:	[1;33m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.05592[0m
2023-09-16 13:23:05,677:	[1;33m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-16 13:23:05,677:	[1;33m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-16 13:23:09,842:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.164096 seconds ...[0m
2023-09-16 13:23:18,486:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.571994 seconds ...[0m
2023-09-16 13:23:18,487:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.05624[0m
2023-09-16 13:23:18,487:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0762 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0628[0m
2023-09-16 13:23:18,487:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-16 13:23:22,396:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908804 seconds ...[0m
2023-09-16 13:23:22,460:	[1;33m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.05628[0m
2023-09-16 13:23:22,460:	[1;33m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-16 13:23:22,460:	[1;33m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-16 13:23:26,460:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.999135 seconds ...[0m
2023-09-16 13:23:26,520:	[1;33m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.05580[0m
2023-09-16 13:23:26,520:	[1;33m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-16 13:23:26,520:	[1;33m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-16 13:23:30,458:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937747 seconds ...[0m
2023-09-16 13:23:30,525:	[1;33m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.05565[0m
2023-09-16 13:23:30,526:	[1;33m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-16 13:23:30,526:	[1;33m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-16 13:23:34,565:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.038718 seconds ...[0m
2023-09-16 13:23:34,630:	[1;33m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.05481[0m
2023-09-16 13:23:34,630:	[1;33m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-16 13:23:34,631:	[1;33m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-16 13:23:38,536:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.905392 seconds ...[0m
2023-09-16 13:23:47,189:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.585237 seconds ...[0m
2023-09-16 13:23:47,190:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.05454[0m
2023-09-16 13:23:47,190:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0767 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0536 || NDCG@10 Avg: 0.0622[0m
2023-09-16 13:23:47,190:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-16 13:23:51,147:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957392 seconds ...[0m
2023-09-16 13:23:51,225:	[1;33m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.05472[0m
2023-09-16 13:23:51,225:	[1;33m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-16 13:23:51,225:	[1;33m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-16 13:23:55,233:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.007502 seconds ...[0m
2023-09-16 13:23:55,312:	[1;33m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.05513[0m
2023-09-16 13:23:55,312:	[1;33m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-16 13:23:55,312:	[1;33m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-16 13:23:59,310:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.997562 seconds ...[0m
2023-09-16 13:23:59,382:	[1;33m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.05499[0m
2023-09-16 13:23:59,382:	[1;33m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-16 13:23:59,383:	[1;33m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-16 13:24:03,419:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.035881 seconds ...[0m
2023-09-16 13:24:03,491:	[1;33m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.05454[0m
2023-09-16 13:24:03,491:	[1;33m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-16 13:24:03,491:	[1;33m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-16 13:24:07,421:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.929786 seconds ...[0m
2023-09-16 13:24:16,001:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.498812 seconds ...[0m
2023-09-16 13:24:16,002:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0634*** [0m
2023-09-16 13:24:16,022:	[1;33m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.05450[0m
2023-09-16 13:24:16,022:	[1;33m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0762 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0540 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:24:16,023:	[1;33m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-16 13:24:20,032:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.009019 seconds ...[0m
2023-09-16 13:24:20,094:	[1;33m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.05401[0m
2023-09-16 13:24:20,094:	[1;33m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-16 13:24:20,094:	[1;33m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-16 13:24:24,189:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.093920 seconds ...[0m
2023-09-16 13:24:24,268:	[1;33m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.05372[0m
2023-09-16 13:24:24,268:	[1;33m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-16 13:24:24,268:	[1;33m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-16 13:24:28,223:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.955291 seconds ...[0m
2023-09-16 13:24:28,287:	[1;33m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.05310[0m
2023-09-16 13:24:28,287:	[1;33m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-16 13:24:28,287:	[1;33m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-16 13:24:32,236:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.948577 seconds ...[0m
2023-09-16 13:24:32,313:	[1;33m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.05383[0m
2023-09-16 13:24:32,313:	[1;33m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-16 13:24:32,314:	[1;33m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-16 13:24:36,309:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.995382 seconds ...[0m
2023-09-16 13:24:45,087:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.712992 seconds ...[0m
2023-09-16 13:24:45,087:	[1;33m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.05275[0m
2023-09-16 13:24:45,087:	[1;33m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0778 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0545 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:24:45,088:	[1;33m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-16 13:24:48,949:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.861234 seconds ...[0m
2023-09-16 13:24:49,018:	[1;33m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.05232[0m
2023-09-16 13:24:49,018:	[1;33m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-16 13:24:49,018:	[1;33m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-16 13:24:52,979:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.960473 seconds ...[0m
2023-09-16 13:24:53,056:	[1;33m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.05187[0m
2023-09-16 13:24:53,056:	[1;33m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-16 13:24:53,056:	[1;33m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-16 13:24:57,071:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.015491 seconds ...[0m
2023-09-16 13:24:57,137:	[1;33m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.05268[0m
2023-09-16 13:24:57,137:	[1;33m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-16 13:24:57,137:	[1;33m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-16 13:25:01,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926878 seconds ...[0m
2023-09-16 13:25:01,136:	[1;33m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.05245[0m
2023-09-16 13:25:01,137:	[1;33m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-16 13:25:01,137:	[1;33m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-16 13:25:05,175:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.038245 seconds ...[0m
2023-09-16 13:25:13,840:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.596385 seconds ...[0m
2023-09-16 13:25:13,841:	[1;33m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.05185[0m
2023-09-16 13:25:13,841:	[1;33m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0304 || HITRATE@5 Avg: 0.0773 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0633[0m
2023-09-16 13:25:13,841:	[1;33m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-16 13:25:17,901:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.060071 seconds ...[0m
2023-09-16 13:25:17,965:	[1;33m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.05270[0m
2023-09-16 13:25:17,965:	[1;33m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-16 13:25:17,966:	[1;33m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-16 13:25:21,924:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.958713 seconds ...[0m
2023-09-16 13:25:21,997:	[1;33m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.05194[0m
2023-09-16 13:25:21,997:	[1;33m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-16 13:25:21,997:	[1;33m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-16 13:25:25,968:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970935 seconds ...[0m
2023-09-16 13:25:26,031:	[1;33m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.05156[0m
2023-09-16 13:25:26,032:	[1;33m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-16 13:25:26,032:	[1;33m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-16 13:25:30,129:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.097217 seconds ...[0m
2023-09-16 13:25:30,194:	[1;33m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.05173[0m
2023-09-16 13:25:30,194:	[1;33m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-16 13:25:30,194:	[1;33m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-16 13:25:34,121:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926993 seconds ...[0m
2023-09-16 13:25:42,731:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.543635 seconds ...[0m
2023-09-16 13:25:42,732:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0636*** [0m
2023-09-16 13:25:42,752:	[1;33m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.05090[0m
2023-09-16 13:25:42,752:	[1;33m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0776 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:25:42,753:	[1;33m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-16 13:25:46,684:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.931098 seconds ...[0m
2023-09-16 13:25:46,747:	[1;33m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.05106[0m
2023-09-16 13:25:46,747:	[1;33m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-16 13:25:46,747:	[1;33m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-16 13:25:50,783:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.035267 seconds ...[0m
2023-09-16 13:25:50,921:	[1;33m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.05119[0m
2023-09-16 13:25:50,921:	[1;33m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-16 13:25:50,921:	[1;33m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-16 13:25:54,871:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.950108 seconds ...[0m
2023-09-16 13:25:55,019:	[1;33m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.05020[0m
2023-09-16 13:25:55,019:	[1;33m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-16 13:25:55,019:	[1;33m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-16 13:25:58,962:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942039 seconds ...[0m
2023-09-16 13:25:59,034:	[1;33m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.04968[0m
2023-09-16 13:25:59,034:	[1;33m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-16 13:25:59,034:	[1;33m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-16 13:26:03,107:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.073109 seconds ...[0m
2023-09-16 13:26:11,867:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.686005 seconds ...[0m
2023-09-16 13:26:11,868:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0641*** [0m
2023-09-16 13:26:11,889:	[1;33m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.05017[0m
2023-09-16 13:26:11,889:	[1;33m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1057 || NDCG@5 Avg: 0.0552 || NDCG@10 Avg: 0.0641[0m
2023-09-16 13:26:11,889:	[1;33m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-16 13:26:15,817:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.927458 seconds ...[0m
2023-09-16 13:26:15,879:	[1;33m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.05110[0m
2023-09-16 13:26:15,879:	[1;33m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-16 13:26:15,879:	[1;33m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-16 13:26:19,863:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.983423 seconds ...[0m
2023-09-16 13:26:19,942:	[1;33m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.05006[0m
2023-09-16 13:26:19,942:	[1;33m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-16 13:26:19,942:	[1;33m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-16 13:26:23,873:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.930920 seconds ...[0m
2023-09-16 13:26:23,938:	[1;33m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.04933[0m
2023-09-16 13:26:23,938:	[1;33m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-16 13:26:23,938:	[1;33m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-16 13:26:27,867:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.928194 seconds ...[0m
2023-09-16 13:26:27,930:	[1;33m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.04942[0m
2023-09-16 13:26:27,930:	[1;33m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-16 13:26:27,930:	[1;33m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-16 13:26:31,840:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908949 seconds ...[0m
2023-09-16 13:26:40,431:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.511681 seconds ...[0m
2023-09-16 13:26:40,431:	[1;33m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.04928[0m
2023-09-16 13:26:40,431:	[1;33m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0779 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0550 || NDCG@10 Avg: 0.0639[0m
2023-09-16 13:26:40,431:	[1;33m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-16 13:26:44,461:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.029368 seconds ...[0m
2023-09-16 13:26:44,527:	[1;33m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.04934[0m
2023-09-16 13:26:44,528:	[1;33m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-16 13:26:44,528:	[1;33m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-16 13:26:48,514:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.986387 seconds ...[0m
2023-09-16 13:26:48,610:	[1;33m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.04960[0m
2023-09-16 13:26:48,610:	[1;33m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-16 13:26:48,611:	[1;33m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-16 13:26:52,519:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908719 seconds ...[0m
2023-09-16 13:26:52,598:	[1;33m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.04900[0m
2023-09-16 13:26:52,598:	[1;33m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-16 13:26:52,598:	[1;33m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-16 13:26:56,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.057290 seconds ...[0m
2023-09-16 13:26:56,738:	[1;33m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.04880[0m
2023-09-16 13:26:56,738:	[1;33m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-16 13:26:56,738:	[1;33m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-16 13:27:00,666:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.927323 seconds ...[0m
2023-09-16 13:27:09,660:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.921271 seconds ...[0m
2023-09-16 13:27:09,661:	[1;33m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.04838[0m
2023-09-16 13:27:09,661:	[1;33m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0777 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:27:09,661:	[1;33m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-16 13:27:13,676:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.013836 seconds ...[0m
2023-09-16 13:27:13,741:	[1;33m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.04813[0m
2023-09-16 13:27:13,741:	[1;33m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-16 13:27:13,742:	[1;33m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-16 13:27:17,853:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.111185 seconds ...[0m
2023-09-16 13:27:17,926:	[1;33m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.04839[0m
2023-09-16 13:27:17,926:	[1;33m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-16 13:27:17,926:	[1;33m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-16 13:27:21,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.966838 seconds ...[0m
2023-09-16 13:27:21,961:	[1;33m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.04740[0m
2023-09-16 13:27:21,961:	[1;33m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-16 13:27:21,961:	[1;33m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-16 13:27:25,878:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.916019 seconds ...[0m
2023-09-16 13:27:25,942:	[1;33m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.04725[0m
2023-09-16 13:27:25,942:	[1;33m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-16 13:27:25,942:	[1;33m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-16 13:27:29,839:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.897485 seconds ...[0m
2023-09-16 13:27:38,461:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.554852 seconds ...[0m
2023-09-16 13:27:38,461:	[1;33m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.04705[0m
2023-09-16 13:27:38,462:	[1;33m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0766 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0545 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:27:38,462:	[1;33m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-16 13:27:42,307:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.845216 seconds ...[0m
2023-09-16 13:27:42,371:	[1;33m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.04782[0m
2023-09-16 13:27:42,371:	[1;33m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-16 13:27:42,371:	[1;33m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-16 13:27:46,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.900608 seconds ...[0m
2023-09-16 13:27:46,336:	[1;33m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.04657[0m
2023-09-16 13:27:46,336:	[1;33m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-16 13:27:46,336:	[1;33m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-16 13:27:50,317:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.980020 seconds ...[0m
2023-09-16 13:27:50,379:	[1;33m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.04713[0m
2023-09-16 13:27:50,379:	[1;33m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-16 13:27:50,380:	[1;33m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-16 13:27:54,375:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.995184 seconds ...[0m
2023-09-16 13:27:54,443:	[1;33m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.04712[0m
2023-09-16 13:27:54,443:	[1;33m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-16 13:27:54,444:	[1;33m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-16 13:27:58,405:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.961454 seconds ...[0m
2023-09-16 13:28:07,145:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.658916 seconds ...[0m
2023-09-16 13:28:07,146:	[1;33m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.04633[0m
2023-09-16 13:28:07,146:	[1;33m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0781 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0550 || NDCG@10 Avg: 0.0638[0m
2023-09-16 13:28:07,146:	[1;33m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-16 13:28:11,152:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.005759 seconds ...[0m
2023-09-16 13:28:11,214:	[1;33m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.04606[0m
2023-09-16 13:28:11,214:	[1;33m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-16 13:28:11,214:	[1;33m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-16 13:28:15,132:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.917252 seconds ...[0m
2023-09-16 13:28:15,196:	[1;33m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.04627[0m
2023-09-16 13:28:15,197:	[1;33m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-16 13:28:15,197:	[1;33m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-16 13:28:19,162:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.965545 seconds ...[0m
2023-09-16 13:28:19,227:	[1;33m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.04622[0m
2023-09-16 13:28:19,227:	[1;33m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-16 13:28:19,227:	[1;33m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-16 13:28:23,142:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.914421 seconds ...[0m
2023-09-16 13:28:23,225:	[1;33m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.04545[0m
2023-09-16 13:28:23,226:	[1;33m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-16 13:28:23,226:	[1;33m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-16 13:28:27,190:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.963973 seconds ...[0m
2023-09-16 13:28:35,850:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.521625 seconds ...[0m
2023-09-16 13:28:35,850:	[1;33m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.04531[0m
2023-09-16 13:28:35,851:	[1;33m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0774 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0639[0m
2023-09-16 13:28:35,851:	[1;33m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-16 13:28:39,745:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.893833 seconds ...[0m
2023-09-16 13:28:39,820:	[1;33m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.04557[0m
2023-09-16 13:28:39,820:	[1;33m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-16 13:28:39,820:	[1;33m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-16 13:28:43,779:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.958883 seconds ...[0m
2023-09-16 13:28:43,841:	[1;33m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.04520[0m
2023-09-16 13:28:43,841:	[1;33m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-16 13:28:43,841:	[1;33m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-16 13:28:47,774:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.932367 seconds ...[0m
2023-09-16 13:28:47,839:	[1;33m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.04564[0m
2023-09-16 13:28:47,839:	[1;33m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-16 13:28:47,839:	[1;33m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-16 13:28:51,739:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.899456 seconds ...[0m
2023-09-16 13:28:51,804:	[1;33m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.04517[0m
2023-09-16 13:28:51,804:	[1;33m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-16 13:28:51,805:	[1;33m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-16 13:28:55,711:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.906552 seconds ...[0m
2023-09-16 13:29:04,599:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.817379 seconds ...[0m
2023-09-16 13:29:04,599:	[1;33m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.04439[0m
2023-09-16 13:29:04,600:	[1;33m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0757 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:29:04,600:	[1;33m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-16 13:29:08,596:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.995702 seconds ...[0m
2023-09-16 13:29:08,659:	[1;33m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.04476[0m
2023-09-16 13:29:08,659:	[1;33m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-16 13:29:08,659:	[1;33m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-16 13:29:12,693:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.033265 seconds ...[0m
2023-09-16 13:29:12,772:	[1;33m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.04393[0m
2023-09-16 13:29:12,772:	[1;33m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-16 13:29:12,773:	[1;33m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-16 13:29:16,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.936213 seconds ...[0m
2023-09-16 13:29:16,769:	[1;33m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.04429[0m
2023-09-16 13:29:16,769:	[1;33m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-16 13:29:16,769:	[1;33m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-16 13:29:20,739:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.969355 seconds ...[0m
2023-09-16 13:29:20,814:	[1;33m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.04354[0m
2023-09-16 13:29:20,815:	[1;33m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-16 13:29:20,815:	[1;33m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-16 13:29:24,901:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.086128 seconds ...[0m
2023-09-16 13:29:33,555:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.581117 seconds ...[0m
2023-09-16 13:29:33,556:	[1;33m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.04385[0m
2023-09-16 13:29:33,556:	[1;33m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0762 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0541 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:29:33,556:	[1;33m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-16 13:29:37,527:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970837 seconds ...[0m
2023-09-16 13:29:37,598:	[1;33m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.04314[0m
2023-09-16 13:29:37,599:	[1;33m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-16 13:29:37,599:	[1;33m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-16 13:29:41,543:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.944061 seconds ...[0m
2023-09-16 13:29:41,637:	[1;33m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.04359[0m
2023-09-16 13:29:41,638:	[1;33m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-16 13:29:41,638:	[1;33m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-16 13:29:45,518:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.879982 seconds ...[0m
2023-09-16 13:29:45,578:	[1;33m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.04394[0m
2023-09-16 13:29:45,579:	[1;33m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-16 13:29:45,579:	[1;33m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-16 13:29:49,545:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.966621 seconds ...[0m
2023-09-16 13:29:49,607:	[1;33m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.04362[0m
2023-09-16 13:29:49,607:	[1;33m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-16 13:29:49,607:	[1;33m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-16 13:29:53,597:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.989755 seconds ...[0m
2023-09-16 13:30:02,239:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.577305 seconds ...[0m
2023-09-16 13:30:02,240:	[1;33m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.04350[0m
2023-09-16 13:30:02,240:	[1;33m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0770 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:30:02,240:	[1;33m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-16 13:30:06,143:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903260 seconds ...[0m
2023-09-16 13:30:06,297:	[1;33m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.04296[0m
2023-09-16 13:30:06,297:	[1;33m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-16 13:30:06,297:	[1;33m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-16 13:30:10,314:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.016091 seconds ...[0m
2023-09-16 13:30:10,384:	[1;33m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.04283[0m
2023-09-16 13:30:10,385:	[1;33m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-16 13:30:10,385:	[1;33m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-16 13:30:14,430:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.045722 seconds ...[0m
2023-09-16 13:30:14,512:	[1;33m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.04253[0m
2023-09-16 13:30:14,512:	[1;33m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-16 13:30:14,512:	[1;33m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-16 13:30:18,449:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.936953 seconds ...[0m
2023-09-16 13:30:18,531:	[1;33m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.04260[0m
2023-09-16 13:30:18,531:	[1;33m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-16 13:30:18,531:	[1;33m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-16 13:30:22,497:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.965107 seconds ...[0m
2023-09-16 13:30:31,160:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.595146 seconds ...[0m
2023-09-16 13:30:31,161:	[1;33m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.04208[0m
2023-09-16 13:30:31,161:	[1;33m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0769 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0546 || NDCG@10 Avg: 0.0639[0m
2023-09-16 13:30:31,161:	[1;33m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-16 13:30:35,144:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.982612 seconds ...[0m
2023-09-16 13:30:35,220:	[1;33m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.04212[0m
2023-09-16 13:30:35,220:	[1;33m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-16 13:30:35,220:	[1;33m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-16 13:30:39,155:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.935239 seconds ...[0m
2023-09-16 13:30:39,221:	[1;33m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.04201[0m
2023-09-16 13:30:39,221:	[1;33m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-16 13:30:39,221:	[1;33m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-16 13:30:43,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.939344 seconds ...[0m
2023-09-16 13:30:43,224:	[1;33m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.04240[0m
2023-09-16 13:30:43,224:	[1;33m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-16 13:30:43,224:	[1;33m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-16 13:30:47,141:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.916737 seconds ...[0m
2023-09-16 13:30:47,203:	[1;33m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.04140[0m
2023-09-16 13:30:47,203:	[1;33m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-16 13:30:47,203:	[1;33m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-16 13:30:51,278:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.074558 seconds ...[0m
2023-09-16 13:31:00,162:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.798651 seconds ...[0m
2023-09-16 13:31:00,162:	[1;33m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.04136[0m
2023-09-16 13:31:00,162:	[1;33m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0304 || HITRATE@5 Avg: 0.0767 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:31:00,162:	[1;33m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-16 13:31:04,198:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.035100 seconds ...[0m
2023-09-16 13:31:04,275:	[1;33m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.04193[0m
2023-09-16 13:31:04,275:	[1;33m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-16 13:31:04,275:	[1;33m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-16 13:31:08,292:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.016373 seconds ...[0m
2023-09-16 13:31:08,379:	[1;33m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.04111[0m
2023-09-16 13:31:08,379:	[1;33m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-16 13:31:08,379:	[1;33m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-16 13:31:12,309:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.929492 seconds ...[0m
2023-09-16 13:31:12,375:	[1;33m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.04064[0m
2023-09-16 13:31:12,375:	[1;33m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-16 13:31:12,375:	[1;33m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-16 13:31:16,329:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.953786 seconds ...[0m
2023-09-16 13:31:16,391:	[1;33m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.04067[0m
2023-09-16 13:31:16,391:	[1;33m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-16 13:31:16,391:	[1;33m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-16 13:31:20,531:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.139052 seconds ...[0m
2023-09-16 13:31:29,236:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.632584 seconds ...[0m
2023-09-16 13:31:29,236:	[1;33m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.04124[0m
2023-09-16 13:31:29,236:	[1;33m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0774 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0545 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:31:29,237:	[1;33m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-16 13:31:33,171:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.934317 seconds ...[0m
2023-09-16 13:31:33,247:	[1;33m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.04119[0m
2023-09-16 13:31:33,247:	[1;33m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-16 13:31:33,247:	[1;33m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-16 13:31:37,232:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.985065 seconds ...[0m
2023-09-16 13:31:37,296:	[1;33m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.04118[0m
2023-09-16 13:31:37,296:	[1;33m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-16 13:31:37,296:	[1;33m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-16 13:31:41,310:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.013481 seconds ...[0m
2023-09-16 13:31:41,377:	[1;33m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.04032[0m
2023-09-16 13:31:41,377:	[1;33m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-16 13:31:41,377:	[1;33m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-16 13:31:45,255:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.877826 seconds ...[0m
2023-09-16 13:31:45,320:	[1;33m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.04000[0m
2023-09-16 13:31:45,320:	[1;33m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-16 13:31:45,320:	[1;33m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-16 13:31:49,269:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.948839 seconds ...[0m
2023-09-16 13:31:57,862:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.526337 seconds ...[0m
2023-09-16 13:31:57,862:	[1;33m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.04021[0m
2023-09-16 13:31:57,862:	[1;33m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0766 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0637[0m
2023-09-16 13:31:57,862:	[1;33m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-16 13:32:01,843:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.980620 seconds ...[0m
2023-09-16 13:32:01,908:	[1;33m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.04039[0m
2023-09-16 13:32:01,908:	[1;33m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-16 13:32:01,908:	[1;33m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-16 13:32:05,789:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.881094 seconds ...[0m
2023-09-16 13:32:05,855:	[1;33m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.03982[0m
2023-09-16 13:32:05,855:	[1;33m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-16 13:32:05,855:	[1;33m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-16 13:32:09,763:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908019 seconds ...[0m
2023-09-16 13:32:09,826:	[1;33m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.03932[0m
2023-09-16 13:32:09,826:	[1;33m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-16 13:32:09,826:	[1;33m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-16 13:32:13,762:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.935606 seconds ...[0m
2023-09-16 13:32:13,824:	[1;33m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.03954[0m
2023-09-16 13:32:13,824:	[1;33m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-16 13:32:13,824:	[1;33m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-16 13:32:17,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.968357 seconds ...[0m
2023-09-16 13:32:26,582:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.701803 seconds ...[0m
2023-09-16 13:32:26,583:	[1;33m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.03997[0m
2023-09-16 13:32:26,583:	[1;33m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0766 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0541 || NDCG@10 Avg: 0.0638[0m
2023-09-16 13:32:26,583:	[1;33m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-16 13:32:30,505:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.921495 seconds ...[0m
2023-09-16 13:32:30,569:	[1;33m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.03967[0m
2023-09-16 13:32:30,569:	[1;33m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-16 13:32:30,569:	[1;33m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-16 13:32:34,549:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.980157 seconds ...[0m
2023-09-16 13:32:34,623:	[1;33m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.03969[0m
2023-09-16 13:32:34,623:	[1;33m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-16 13:32:34,623:	[1;33m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-16 13:32:38,628:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.005053 seconds ...[0m
2023-09-16 13:32:38,690:	[1;33m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.03923[0m
2023-09-16 13:32:38,690:	[1;33m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-16 13:32:38,690:	[1;33m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-16 13:32:42,545:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.854467 seconds ...[0m
2023-09-16 13:32:42,683:	[1;33m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.03902[0m
2023-09-16 13:32:42,684:	[1;33m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-16 13:32:42,684:	[1;33m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-16 13:32:46,637:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.952821 seconds ...[0m
2023-09-16 13:32:55,297:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.596411 seconds ...[0m
2023-09-16 13:32:55,298:	[1;33m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.03890[0m
2023-09-16 13:32:55,298:	[1;33m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0771 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:32:55,298:	[1;33m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-16 13:32:59,267:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.969254 seconds ...[0m
2023-09-16 13:32:59,340:	[1;33m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.03891[0m
2023-09-16 13:32:59,340:	[1;33m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-16 13:32:59,341:	[1;33m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-16 13:33:03,358:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.016967 seconds ...[0m
2023-09-16 13:33:03,423:	[1;33m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.03888[0m
2023-09-16 13:33:03,424:	[1;33m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-16 13:33:03,424:	[1;33m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-16 13:33:07,370:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.945751 seconds ...[0m
2023-09-16 13:33:07,433:	[1;33m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.03814[0m
2023-09-16 13:33:07,433:	[1;33m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-16 13:33:07,433:	[1;33m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-16 13:33:11,444:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.010655 seconds ...[0m
2023-09-16 13:33:11,510:	[1;33m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.03860[0m
2023-09-16 13:33:11,510:	[1;33m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-16 13:33:11,510:	[1;33m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-16 13:33:15,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.078350 seconds ...[0m
2023-09-16 13:33:24,292:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.637497 seconds ...[0m
2023-09-16 13:33:24,293:	[1;33m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.03784[0m
2023-09-16 13:33:24,293:	[1;33m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0296 || HITRATE@5 Avg: 0.0760 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:33:24,293:	[1;33m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-16 13:33:28,352:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.059444 seconds ...[0m
2023-09-16 13:33:28,417:	[1;33m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.03853[0m
2023-09-16 13:33:28,417:	[1;33m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-16 13:33:28,417:	[1;33m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-16 13:33:32,439:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.021415 seconds ...[0m
2023-09-16 13:33:32,525:	[1;33m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.03786[0m
2023-09-16 13:33:32,526:	[1;33m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-16 13:33:32,526:	[1;33m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-16 13:33:36,464:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938077 seconds ...[0m
2023-09-16 13:33:36,526:	[1;33m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.03737[0m
2023-09-16 13:33:36,526:	[1;33m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-16 13:33:36,527:	[1;33m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-16 13:33:40,457:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.930257 seconds ...[0m
2023-09-16 13:33:40,541:	[1;33m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.03736[0m
2023-09-16 13:33:40,541:	[1;33m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-16 13:33:40,541:	[1;33m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-16 13:33:44,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.026101 seconds ...[0m
2023-09-16 13:33:53,189:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.539585 seconds ...[0m
2023-09-16 13:33:53,190:	[1;33m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.03755[0m
2023-09-16 13:33:53,190:	[1;33m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0299 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0538 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:33:53,190:	[1;33m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-16 13:33:57,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949486 seconds ...[0m
2023-09-16 13:33:57,212:	[1;33m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.03746[0m
2023-09-16 13:33:57,212:	[1;33m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-16 13:33:57,212:	[1;33m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-16 13:34:01,059:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.846803 seconds ...[0m
2023-09-16 13:34:01,133:	[1;33m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.03755[0m
2023-09-16 13:34:01,134:	[1;33m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-16 13:34:01,134:	[1;33m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-16 13:34:05,038:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903702 seconds ...[0m
2023-09-16 13:34:05,103:	[1;33m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.03737[0m
2023-09-16 13:34:05,103:	[1;33m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-16 13:34:05,104:	[1;33m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-16 13:34:09,080:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.976464 seconds ...[0m
2023-09-16 13:34:09,153:	[1;33m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.03733[0m
2023-09-16 13:34:09,153:	[1;33m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-16 13:34:09,153:	[1;33m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-16 13:34:13,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.050588 seconds ...[0m
2023-09-16 13:34:21,806:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.518247 seconds ...[0m
2023-09-16 13:34:21,807:	[1;33m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.03727[0m
2023-09-16 13:34:21,807:	[1;33m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0762 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0632[0m
2023-09-16 13:34:21,807:	[1;33m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-16 13:34:25,711:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.904062 seconds ...[0m
2023-09-16 13:34:25,775:	[1;33m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.03752[0m
2023-09-16 13:34:25,775:	[1;33m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-16 13:34:25,775:	[1;33m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-16 13:34:29,719:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.943813 seconds ...[0m
2023-09-16 13:34:29,786:	[1;33m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.03694[0m
2023-09-16 13:34:29,787:	[1;33m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-16 13:34:29,787:	[1;33m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-16 13:34:33,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942097 seconds ...[0m
2023-09-16 13:34:33,792:	[1;33m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.03682[0m
2023-09-16 13:34:33,793:	[1;33m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-16 13:34:33,793:	[1;33m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-16 13:34:37,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.880163 seconds ...[0m
2023-09-16 13:34:37,736:	[1;33m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.03646[0m
2023-09-16 13:34:37,736:	[1;33m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-16 13:34:37,736:	[1;33m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-16 13:34:41,674:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937724 seconds ...[0m
2023-09-16 13:34:50,315:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.506259 seconds ...[0m
2023-09-16 13:34:50,315:	[1;33m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.03651[0m
2023-09-16 13:34:50,316:	[1;33m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0305 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:34:50,316:	[1;33m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-16 13:34:54,212:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.896546 seconds ...[0m
2023-09-16 13:34:54,284:	[1;33m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.03617[0m
2023-09-16 13:34:54,284:	[1;33m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-16 13:34:54,284:	[1;33m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-16 13:34:58,231:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.946568 seconds ...[0m
2023-09-16 13:34:58,294:	[1;33m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.03634[0m
2023-09-16 13:34:58,294:	[1;33m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-16 13:34:58,294:	[1;33m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-16 13:35:02,220:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.925276 seconds ...[0m
2023-09-16 13:35:02,287:	[1;33m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.03620[0m
2023-09-16 13:35:02,287:	[1;33m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-16 13:35:02,287:	[1;33m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-16 13:35:06,303:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.015647 seconds ...[0m
2023-09-16 13:35:06,368:	[1;33m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.03642[0m
2023-09-16 13:35:06,368:	[1;33m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-16 13:35:06,368:	[1;33m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-16 13:35:10,314:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.945648 seconds ...[0m
2023-09-16 13:35:19,100:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.719582 seconds ...[0m
2023-09-16 13:35:19,101:	[1;33m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.03624[0m
2023-09-16 13:35:19,101:	[1;33m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0540 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:35:19,101:	[1;33m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-16 13:35:23,141:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.039647 seconds ...[0m
2023-09-16 13:35:23,206:	[1;33m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.03607[0m
2023-09-16 13:35:23,206:	[1;33m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-16 13:35:23,207:	[1;33m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-16 13:35:27,093:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.886514 seconds ...[0m
2023-09-16 13:35:27,159:	[1;33m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.03590[0m
2023-09-16 13:35:27,159:	[1;33m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-16 13:35:27,159:	[1;33m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-16 13:35:31,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.917075 seconds ...[0m
2023-09-16 13:35:31,141:	[1;33m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.03587[0m
2023-09-16 13:35:31,141:	[1;33m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-16 13:35:31,141:	[1;33m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-16 13:35:35,121:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.980111 seconds ...[0m
2023-09-16 13:35:35,184:	[1;33m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.03534[0m
2023-09-16 13:35:35,184:	[1;33m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-16 13:35:35,184:	[1;33m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-16 13:35:39,175:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.990833 seconds ...[0m
2023-09-16 13:35:47,832:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.594410 seconds ...[0m
2023-09-16 13:35:47,832:	[1;33m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.03538[0m
2023-09-16 13:35:47,833:	[1;33m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1057 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:35:47,833:	[1;33m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-16 13:35:51,797:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.964014 seconds ...[0m
2023-09-16 13:35:51,862:	[1;33m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.03510[0m
2023-09-16 13:35:51,863:	[1;33m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-16 13:35:51,863:	[1;33m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-16 13:35:55,862:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.999510 seconds ...[0m
2023-09-16 13:35:55,930:	[1;33m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.03500[0m
2023-09-16 13:35:55,931:	[1;33m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-16 13:35:55,931:	[1;33m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-16 13:35:59,890:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.959041 seconds ...[0m
2023-09-16 13:35:59,973:	[1;33m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.03541[0m
2023-09-16 13:35:59,973:	[1;33m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-16 13:35:59,973:	[1;33m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-16 13:36:04,011:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.037436 seconds ...[0m
2023-09-16 13:36:04,095:	[1;33m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.03505[0m
2023-09-16 13:36:04,095:	[1;33m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-16 13:36:04,095:	[1;33m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-16 13:36:08,034:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938550 seconds ...[0m
2023-09-16 13:36:16,761:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.650650 seconds ...[0m
2023-09-16 13:36:16,761:	[1;33m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.03543[0m
2023-09-16 13:36:16,761:	[1;33m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0767 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0636[0m
2023-09-16 13:36:16,761:	[1;33m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-16 13:36:20,646:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.884680 seconds ...[0m
2023-09-16 13:36:20,710:	[1;33m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.03449[0m
2023-09-16 13:36:20,711:	[1;33m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-16 13:36:20,711:	[1;33m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-16 13:36:24,681:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.970514 seconds ...[0m
2023-09-16 13:36:24,744:	[1;33m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.03417[0m
2023-09-16 13:36:24,745:	[1;33m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-16 13:36:24,745:	[1;33m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-16 13:36:28,702:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957410 seconds ...[0m
2023-09-16 13:36:28,764:	[1;33m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.03466[0m
2023-09-16 13:36:28,764:	[1;33m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-16 13:36:28,764:	[1;33m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-16 13:36:32,752:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.988057 seconds ...[0m
2023-09-16 13:36:32,820:	[1;33m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.03467[0m
2023-09-16 13:36:32,820:	[1;33m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-16 13:36:32,820:	[1;33m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-16 13:36:36,880:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.059139 seconds ...[0m
2023-09-16 13:36:45,491:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.534585 seconds ...[0m
2023-09-16 13:36:45,491:	[1;33m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.03458[0m
2023-09-16 13:36:45,491:	[1;33m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0765 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0635[0m
2023-09-16 13:36:45,491:	[1;33m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-16 13:36:49,442:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.950541 seconds ...[0m
2023-09-16 13:36:49,522:	[1;33m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.03435[0m
2023-09-16 13:36:49,522:	[1;33m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-16 13:36:49,522:	[1;33m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-16 13:36:53,522:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.999891 seconds ...[0m
2023-09-16 13:36:53,590:	[1;33m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.03465[0m
2023-09-16 13:36:53,590:	[1;33m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-16 13:36:53,590:	[1;33m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-16 13:36:57,555:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.963875 seconds ...[0m
2023-09-16 13:36:57,628:	[1;33m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.03414[0m
2023-09-16 13:36:57,629:	[1;33m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-16 13:36:57,629:	[1;33m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-16 13:37:01,603:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.974077 seconds ...[0m
2023-09-16 13:37:01,663:	[1;33m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.03403[0m
2023-09-16 13:37:01,664:	[1;33m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-16 13:37:01,664:	[1;33m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-16 13:37:05,601:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.937291 seconds ...[0m
2023-09-16 13:37:14,318:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.654599 seconds ...[0m
2023-09-16 13:37:14,318:	[1;33m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.03370[0m
2023-09-16 13:37:14,318:	[1;33m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0770 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:37:14,318:	[1;33m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-16 13:37:18,267:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.948044 seconds ...[0m
2023-09-16 13:37:18,333:	[1;33m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.03401[0m
2023-09-16 13:37:18,333:	[1;33m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-16 13:37:18,333:	[1;33m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-16 13:37:22,274:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941422 seconds ...[0m
2023-09-16 13:37:22,345:	[1;33m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.03417[0m
2023-09-16 13:37:22,346:	[1;33m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-16 13:37:22,346:	[1;33m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-16 13:37:26,258:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.912057 seconds ...[0m
2023-09-16 13:37:26,339:	[1;33m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.03421[0m
2023-09-16 13:37:26,339:	[1;33m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-16 13:37:26,339:	[1;33m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-16 13:37:30,311:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.971842 seconds ...[0m
2023-09-16 13:37:30,390:	[1;33m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.03381[0m
2023-09-16 13:37:30,390:	[1;33m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-16 13:37:30,390:	[1;33m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-16 13:37:34,313:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.922496 seconds ...[0m
2023-09-16 13:37:42,982:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.606254 seconds ...[0m
2023-09-16 13:37:42,983:	[1;33m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.03346[0m
2023-09-16 13:37:42,983:	[1;33m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0299 || HITRATE@5 Avg: 0.0772 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0630[0m
2023-09-16 13:37:42,983:	[1;33m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-16 13:37:46,855:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.872505 seconds ...[0m
2023-09-16 13:37:46,917:	[1;33m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.03357[0m
2023-09-16 13:37:46,917:	[1;33m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-16 13:37:46,917:	[1;33m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-16 13:37:50,956:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.038297 seconds ...[0m
2023-09-16 13:37:51,017:	[1;33m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.03291[0m
2023-09-16 13:37:51,017:	[1;33m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-16 13:37:51,017:	[1;33m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-16 13:37:55,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.047713 seconds ...[0m
2023-09-16 13:37:55,137:	[1;33m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.03343[0m
2023-09-16 13:37:55,137:	[1;33m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-16 13:37:55,137:	[1;33m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-16 13:37:59,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.013997 seconds ...[0m
2023-09-16 13:37:59,214:	[1;33m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.03308[0m
2023-09-16 13:37:59,214:	[1;33m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-16 13:37:59,214:	[1;33m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-16 13:38:03,202:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.987065 seconds ...[0m
2023-09-16 13:38:11,853:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.586893 seconds ...[0m
2023-09-16 13:38:11,854:	[1;33m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.03294[0m
2023-09-16 13:38:11,854:	[1;33m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0774 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0633[0m
2023-09-16 13:38:11,854:	[1;33m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-16 13:38:15,837:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.982864 seconds ...[0m
2023-09-16 13:38:15,901:	[1;33m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.03311[0m
2023-09-16 13:38:15,901:	[1;33m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-16 13:38:15,902:	[1;33m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-16 13:38:19,818:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.916585 seconds ...[0m
2023-09-16 13:38:19,889:	[1;33m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.03295[0m
2023-09-16 13:38:19,890:	[1;33m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-16 13:38:19,890:	[1;33m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-16 13:38:23,918:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.028007 seconds ...[0m
2023-09-16 13:38:23,982:	[1;33m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.03349[0m
2023-09-16 13:38:23,982:	[1;33m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-16 13:38:23,982:	[1;33m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-16 13:38:27,959:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.976669 seconds ...[0m
2023-09-16 13:38:28,020:	[1;33m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.03271[0m
2023-09-16 13:38:28,020:	[1;33m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-16 13:38:28,020:	[1;33m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-16 13:38:31,970:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949624 seconds ...[0m
2023-09-16 13:38:40,535:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.501479 seconds ...[0m
2023-09-16 13:38:40,536:	[1;33m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.03292[0m
2023-09-16 13:38:40,536:	[1;33m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0304 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0546 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:38:40,536:	[1;33m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-16 13:38:44,541:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.004669 seconds ...[0m
2023-09-16 13:38:44,611:	[1;33m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.03275[0m
2023-09-16 13:38:44,612:	[1;33m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-16 13:38:44,612:	[1;33m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-16 13:38:48,580:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.967971 seconds ...[0m
2023-09-16 13:38:48,862:	[1;33m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.03245[0m
2023-09-16 13:38:48,862:	[1;33m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-16 13:38:48,862:	[1;33m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-16 13:38:52,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.068346 seconds ...[0m
2023-09-16 13:38:52,999:	[1;33m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.03254[0m
2023-09-16 13:38:52,999:	[1;33m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-16 13:38:52,999:	[1;33m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-16 13:38:56,942:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942911 seconds ...[0m
2023-09-16 13:38:57,007:	[1;33m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.03190[0m
2023-09-16 13:38:57,007:	[1;33m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-16 13:38:57,007:	[1;33m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-16 13:39:00,834:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.826427 seconds ...[0m
2023-09-16 13:39:09,561:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.601892 seconds ...[0m
2023-09-16 13:39:09,561:	[1;33m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.03213[0m
2023-09-16 13:39:09,561:	[1;33m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0768 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0541 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:39:09,561:	[1;33m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-16 13:39:13,502:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.940511 seconds ...[0m
2023-09-16 13:39:13,644:	[1;33m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.03260[0m
2023-09-16 13:39:13,644:	[1;33m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-16 13:39:13,645:	[1;33m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-16 13:39:17,738:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.093457 seconds ...[0m
2023-09-16 13:39:17,826:	[1;33m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.03251[0m
2023-09-16 13:39:17,826:	[1;33m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-16 13:39:17,826:	[1;33m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-16 13:39:21,886:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.060094 seconds ...[0m
2023-09-16 13:39:21,948:	[1;33m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.03223[0m
2023-09-16 13:39:21,948:	[1;33m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-16 13:39:21,948:	[1;33m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-16 13:39:25,943:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.994646 seconds ...[0m
2023-09-16 13:39:26,011:	[1;33m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.03158[0m
2023-09-16 13:39:26,011:	[1;33m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-16 13:39:26,011:	[1;33m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-16 13:39:30,025:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.013761 seconds ...[0m
2023-09-16 13:39:38,645:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.555018 seconds ...[0m
2023-09-16 13:39:38,645:	[1;33m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.03213[0m
2023-09-16 13:39:38,645:	[1;33m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0764 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0540 || NDCG@10 Avg: 0.0633[0m
2023-09-16 13:39:38,645:	[1;33m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-16 13:39:42,625:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.979056 seconds ...[0m
2023-09-16 13:39:42,760:	[1;33m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.03154[0m
2023-09-16 13:39:42,760:	[1;33m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-16 13:39:42,760:	[1;33m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-16 13:39:46,775:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.014953 seconds ...[0m
2023-09-16 13:39:46,841:	[1;33m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.03199[0m
2023-09-16 13:39:46,841:	[1;33m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-16 13:39:46,841:	[1;33m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-16 13:39:50,871:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.029470 seconds ...[0m
2023-09-16 13:39:51,006:	[1;33m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.03170[0m
2023-09-16 13:39:51,006:	[1;33m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-16 13:39:51,006:	[1;33m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-16 13:39:54,919:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.912205 seconds ...[0m
2023-09-16 13:39:54,983:	[1;33m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.03152[0m
2023-09-16 13:39:54,983:	[1;33m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-16 13:39:54,983:	[1;33m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-16 13:39:58,905:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.921542 seconds ...[0m
2023-09-16 13:40:07,706:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.664551 seconds ...[0m
2023-09-16 13:40:07,706:	[1;33m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.03148[0m
2023-09-16 13:40:07,706:	[1;33m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0760 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0540 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:40:07,706:	[1;33m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-16 13:40:11,635:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.928488 seconds ...[0m
2023-09-16 13:40:11,721:	[1;33m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.03207[0m
2023-09-16 13:40:11,722:	[1;33m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-16 13:40:11,722:	[1;33m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-16 13:40:15,792:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.069550 seconds ...[0m
2023-09-16 13:40:15,863:	[1;33m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.03098[0m
2023-09-16 13:40:15,863:	[1;33m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-16 13:40:15,863:	[1;33m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-16 13:40:19,822:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.958583 seconds ...[0m
2023-09-16 13:40:19,897:	[1;33m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.03122[0m
2023-09-16 13:40:19,897:	[1;33m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-16 13:40:19,897:	[1;33m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-16 13:40:23,824:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926788 seconds ...[0m
2023-09-16 13:40:23,885:	[1;33m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.03073[0m
2023-09-16 13:40:23,885:	[1;33m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-16 13:40:23,885:	[1;33m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-16 13:40:27,802:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.916481 seconds ...[0m
2023-09-16 13:40:36,403:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.533301 seconds ...[0m
2023-09-16 13:40:36,403:	[1;33m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.03080[0m
2023-09-16 13:40:36,403:	[1;33m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0304 || HITRATE@5 Avg: 0.0764 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0543 || NDCG@10 Avg: 0.0637[0m
2023-09-16 13:40:36,403:	[1;33m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-16 13:40:40,317:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.913270 seconds ...[0m
2023-09-16 13:40:40,379:	[1;33m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.03154[0m
2023-09-16 13:40:40,379:	[1;33m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-16 13:40:40,379:	[1;33m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-16 13:40:44,256:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.876281 seconds ...[0m
2023-09-16 13:40:44,317:	[1;33m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.03097[0m
2023-09-16 13:40:44,317:	[1;33m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-16 13:40:44,317:	[1;33m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-16 13:40:48,186:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.869168 seconds ...[0m
2023-09-16 13:40:48,247:	[1;33m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.03062[0m
2023-09-16 13:40:48,247:	[1;33m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-16 13:40:48,248:	[1;33m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-16 13:40:52,192:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.944181 seconds ...[0m
2023-09-16 13:40:52,280:	[1;33m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.03062[0m
2023-09-16 13:40:52,281:	[1;33m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-16 13:40:52,281:	[1;33m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-16 13:40:56,179:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.897670 seconds ...[0m
2023-09-16 13:41:04,818:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.578394 seconds ...[0m
2023-09-16 13:41:04,819:	[1;33m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.03150[0m
2023-09-16 13:41:04,819:	[1;33m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0760 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0634[0m
2023-09-16 13:41:04,819:	[1;33m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-16 13:41:08,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.910210 seconds ...[0m
2023-09-16 13:41:08,802:	[1;33m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.03066[0m
2023-09-16 13:41:08,802:	[1;33m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-16 13:41:08,802:	[1;33m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-16 13:41:12,850:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.048531 seconds ...[0m
2023-09-16 13:41:12,931:	[1;33m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.03099[0m
2023-09-16 13:41:12,931:	[1;33m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-16 13:41:12,931:	[1;33m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-16 13:41:16,911:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.979750 seconds ...[0m
2023-09-16 13:41:16,973:	[1;33m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.03069[0m
2023-09-16 13:41:16,973:	[1;33m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-16 13:41:16,973:	[1;33m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-16 13:41:20,958:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.984796 seconds ...[0m
2023-09-16 13:41:21,026:	[1;33m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.03050[0m
2023-09-16 13:41:21,026:	[1;33m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-16 13:41:21,026:	[1;33m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-16 13:41:24,984:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.957891 seconds ...[0m
2023-09-16 13:41:33,841:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.792648 seconds ...[0m
2023-09-16 13:41:33,841:	[1;33m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.03118[0m
2023-09-16 13:41:33,841:	[1;33m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0761 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0632[0m
2023-09-16 13:41:33,841:	[1;33m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-16 13:41:37,836:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.994380 seconds ...[0m
2023-09-16 13:41:37,910:	[1;33m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.03026[0m
2023-09-16 13:41:37,910:	[1;33m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-16 13:41:37,910:	[1;33m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-16 13:41:41,836:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.926322 seconds ...[0m
2023-09-16 13:41:41,915:	[1;33m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.03052[0m
2023-09-16 13:41:41,915:	[1;33m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-16 13:41:41,915:	[1;33m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-16 13:41:45,997:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.081910 seconds ...[0m
2023-09-16 13:41:46,064:	[1;33m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.03057[0m
2023-09-16 13:41:46,064:	[1;33m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-16 13:41:46,065:	[1;33m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-16 13:41:50,155:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.090188 seconds ...[0m
2023-09-16 13:41:50,215:	[1;33m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.03055[0m
2023-09-16 13:41:50,215:	[1;33m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-16 13:41:50,215:	[1;33m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-16 13:41:54,124:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.908784 seconds ...[0m
2023-09-16 13:42:02,739:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.551337 seconds ...[0m
2023-09-16 13:42:02,739:	[1;33m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.02986[0m
2023-09-16 13:42:02,739:	[1;33m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0630[0m
2023-09-16 13:42:02,739:	[1;33m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-16 13:42:06,669:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.930158 seconds ...[0m
2023-09-16 13:42:06,731:	[1;33m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.03052[0m
2023-09-16 13:42:06,732:	[1;33m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-16 13:42:06,732:	[1;33m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-16 13:42:10,739:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.007582 seconds ...[0m
2023-09-16 13:42:10,812:	[1;33m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.03002[0m
2023-09-16 13:42:10,812:	[1;33m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-16 13:42:10,812:	[1;33m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-16 13:42:14,944:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.131593 seconds ...[0m
2023-09-16 13:42:15,010:	[1;33m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.03014[0m
2023-09-16 13:42:15,010:	[1;33m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-16 13:42:15,010:	[1;33m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-16 13:42:19,050:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.039082 seconds ...[0m
2023-09-16 13:42:19,115:	[1;33m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.03016[0m
2023-09-16 13:42:19,115:	[1;33m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-16 13:42:19,115:	[1;33m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-16 13:42:23,105:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.989898 seconds ...[0m
2023-09-16 13:42:31,766:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.578808 seconds ...[0m
2023-09-16 13:42:31,767:	[1;33m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.02955[0m
2023-09-16 13:42:31,767:	[1;33m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0297 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1044 || NDCG@5 Avg: 0.0533 || NDCG@10 Avg: 0.0625[0m
2023-09-16 13:42:31,767:	[1;33m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-16 13:42:35,727:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.960081 seconds ...[0m
2023-09-16 13:42:35,801:	[1;33m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.02969[0m
2023-09-16 13:42:35,801:	[1;33m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-16 13:42:35,801:	[1;33m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-16 13:42:39,795:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.993757 seconds ...[0m
2023-09-16 13:42:39,869:	[1;33m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.03017[0m
2023-09-16 13:42:39,869:	[1;33m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-16 13:42:39,869:	[1;33m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-16 13:42:43,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.900246 seconds ...[0m
2023-09-16 13:42:43,840:	[1;33m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.03038[0m
2023-09-16 13:42:43,841:	[1;33m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-16 13:42:43,841:	[1;33m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-16 13:42:47,858:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.017481 seconds ...[0m
2023-09-16 13:42:47,922:	[1;33m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.02991[0m
2023-09-16 13:42:47,922:	[1;33m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-16 13:42:47,923:	[1;33m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-16 13:42:51,830:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.907152 seconds ...[0m
2023-09-16 13:43:00,707:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.811986 seconds ...[0m
2023-09-16 13:43:00,708:	[1;33m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.02954[0m
2023-09-16 13:43:00,708:	[1;33m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0756 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0536 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:43:00,708:	[1;33m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-16 13:43:04,623:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.915075 seconds ...[0m
2023-09-16 13:43:04,685:	[1;33m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.03022[0m
2023-09-16 13:43:04,685:	[1;33m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-16 13:43:04,685:	[1;33m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-16 13:43:08,734:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.048821 seconds ...[0m
2023-09-16 13:43:08,796:	[1;33m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.02970[0m
2023-09-16 13:43:08,796:	[1;33m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-16 13:43:08,797:	[1;33m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-16 13:43:12,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.876805 seconds ...[0m
2023-09-16 13:43:12,741:	[1;33m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.02930[0m
2023-09-16 13:43:12,741:	[1;33m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-16 13:43:12,741:	[1;33m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-16 13:43:16,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.019325 seconds ...[0m
2023-09-16 13:43:16,820:	[1;33m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.02956[0m
2023-09-16 13:43:16,820:	[1;33m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-16 13:43:16,821:	[1;33m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-16 13:43:20,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.938947 seconds ...[0m
2023-09-16 13:43:29,486:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.666346 seconds ...[0m
2023-09-16 13:43:29,487:	[1;33m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.02923[0m
2023-09-16 13:43:29,487:	[1;33m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0756 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0629[0m
2023-09-16 13:43:29,488:	[1;33m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-16 13:43:33,423:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.934759 seconds ...[0m
2023-09-16 13:43:33,506:	[1;33m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.02963[0m
2023-09-16 13:43:33,507:	[1;33m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-16 13:43:33,507:	[1;33m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-16 13:43:37,475:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.968524 seconds ...[0m
2023-09-16 13:43:37,552:	[1;33m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.02932[0m
2023-09-16 13:43:37,552:	[1;33m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-16 13:43:37,552:	[1;33m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-16 13:43:41,495:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.942624 seconds ...[0m
2023-09-16 13:43:41,572:	[1;33m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.02898[0m
2023-09-16 13:43:41,572:	[1;33m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-16 13:43:41,572:	[1;33m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-16 13:43:45,548:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.975669 seconds ...[0m
2023-09-16 13:43:45,612:	[1;33m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.02916[0m
2023-09-16 13:43:45,612:	[1;33m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-16 13:43:45,612:	[1;33m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-16 13:43:49,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.956052 seconds ...[0m
2023-09-16 13:43:58,317:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.728808 seconds ...[0m
2023-09-16 13:44:06,812:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 8.494972 seconds ...[0m
2023-09-16 13:44:06,813:	[1;33m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.02853[0m
2023-09-16 13:44:06,813:	[1;33m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0756 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0631[0m
2023-09-16 13:44:06,813:	[1;33m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0265 || HITRATE@5 Avg: 0.0624 || HITRATE@10 Avg: 0.0872 || NDCG@5 Avg: 0.0449 || NDCG@10 Avg: 0.0530[0m
2023-09-16 13:44:08,440:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.028529     499
1   valid   HITRATE@1  0.031218     315
2   valid   HITRATE@5  0.078148     335
3   valid  HITRATE@10  0.106377     380
4   valid      NDCG@5  0.055232     315
5   valid     NDCG@10  0.064122     315
6    test   HITRATE@1  0.026530       0
7    test   HITRATE@5  0.062436       0
8    test  HITRATE@10  0.087214       0
9    test      NDCG@5  0.044941       0
10   test     NDCG@10  0.052964       0[0m
2023-09-16 13:44:08,441:	[1;33m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/3-0916125542[0m
2023-09-16 13:44:08,574:	[1;33m[Wall TIME] >>> Coach.summary takes 1.761207 seconds ...[0m
2023-09-16 13:44:08,575:	[1;33m[Coach] >>> Load best model @Epoch 315  [0m
2023-09-16 13:44:17,189:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 8.601913 seconds ...[0m
2023-09-16 13:44:25,704:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 8.514658 seconds ...[0m
2023-09-16 13:44:25,704:	[1;33m[Coach] >>> TRAIN @Epoch: 315  >>> [0m
2023-09-16 13:44:25,705:	[1;33m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1057 || NDCG@5 Avg: 0.0552 || NDCG@10 Avg: 0.0641[0m
2023-09-16 13:44:25,705:	[1;33m[Coach] >>> TEST  @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0261 || HITRATE@5 Avg: 0.0627 || HITRATE@10 Avg: 0.0869 || NDCG@5 Avg: 0.0449 || NDCG@10 Avg: 0.0527[0m
2023-09-16 13:44:25,718:	[1;33m[Wall TIME] >>> Coach.fit takes 2916.166250 seconds ...[0m
