2023-09-15 22:28:07,227:	========================================================================
2023-09-15 22:28:07,227:	========================================================================
2023-09-15 22:28:07,227:	========================================================================
2023-09-15 22:28:07,227:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 22:28:07,227:	[1;33m[Seed] >>> Set seed: 3[0m
2023-09-15 22:28:07,228:	[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: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.98] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 128] 
[epochs: 200] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0915222804] 
[maxlen: 200] 
[maxlen4graph: 200] 
[num_heads: 1] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/3] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/3-0915222804] 
[0m
2023-09-15 22:28:07,228:	[1;33m[Wall TIME] >>> Parser.compile takes 0.004885 seconds ...[0m
2023-09-15 22:28:07,231:	[1;33m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.ID,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-15 22:28:07,661:	[1;33m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-15 22:28:07,661:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.432621 seconds ...[0m
2023-09-15 22:28:08,694:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.616931 seconds ...[0m
2023-09-15 22:28:09,184:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.489650 seconds ...[0m
2023-09-15 22:28:09,704:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.519767 seconds ...[0m
2023-09-15 22:28:15,462:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 22:28:15,462:	[1;33m[Wall TIME] >>> Coach.compile takes 0.000625 seconds ...[0m
2023-09-15 22:28:17,213:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.645083 seconds ...[0m
2023-09-15 22:28:17,213:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0009*** [0m
2023-09-15 22:28:17,220:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 22:28:17,220:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0008 || HITRATE@10 Avg: 0.0022 || NDCG@5 Avg: 0.0005 || NDCG@10 Avg: 0.0009[0m
2023-09-15 22:28:17,220:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 22:28:21,779:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.558808 seconds ...[0m
2023-09-15 22:28:21,849:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.26119[0m
2023-09-15 22:28:21,850:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 22:28:21,850:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 22:28:26,651:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.801202 seconds ...[0m
2023-09-15 22:28:26,738:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.06578[0m
2023-09-15 22:28:26,739:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 22:28:26,739:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 22:28:31,748:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.009316 seconds ...[0m
2023-09-15 22:28:31,848:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.01138[0m
2023-09-15 22:28:31,849:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 22:28:31,849:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 22:28:36,424:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.574660 seconds ...[0m
2023-09-15 22:28:36,510:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.96629[0m
2023-09-15 22:28:36,510:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 22:28:36,510:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 22:28:41,222:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.712164 seconds ...[0m
2023-09-15 22:28:42,936:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.653224 seconds ...[0m
2023-09-15 22:28:42,936:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0280*** [0m
2023-09-15 22:28:42,943:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.90265[0m
2023-09-15 22:28:42,943:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0280[0m
2023-09-15 22:28:42,943:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 22:28:47,403:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.459517 seconds ...[0m
2023-09-15 22:28:47,485:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.85945[0m
2023-09-15 22:28:47,485:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 22:28:47,485:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 22:28:52,205:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.719049 seconds ...[0m
2023-09-15 22:28:52,264:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.82504[0m
2023-09-15 22:28:52,264:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 22:28:52,264:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 22:28:57,289:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.025031 seconds ...[0m
2023-09-15 22:28:57,348:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.79530[0m
2023-09-15 22:28:57,348:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 22:28:57,348:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 22:29:02,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.943228 seconds ...[0m
2023-09-15 22:29:02,351:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.76514[0m
2023-09-15 22:29:02,352:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 22:29:02,352:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 22:29:06,726:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.374063 seconds ...[0m
2023-09-15 22:29:08,417:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.632900 seconds ...[0m
2023-09-15 22:29:08,417:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0556*** [0m
2023-09-15 22:29:08,432:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.73496[0m
2023-09-15 22:29:08,432:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0672 || HITRATE@10 Avg: 0.1103 || NDCG@5 Avg: 0.0419 || NDCG@10 Avg: 0.0556[0m
2023-09-15 22:29:08,432:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 22:29:13,058:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.625023 seconds ...[0m
2023-09-15 22:29:13,118:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.71505[0m
2023-09-15 22:29:13,118:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 22:29:13,118:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 22:29:18,401:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.282758 seconds ...[0m
2023-09-15 22:29:18,463:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.69326[0m
2023-09-15 22:29:18,463:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 22:29:18,463:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 22:29:23,031:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.567453 seconds ...[0m
2023-09-15 22:29:23,103:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.67323[0m
2023-09-15 22:29:23,103:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 22:29:23,103:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 22:29:28,147:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.043092 seconds ...[0m
2023-09-15 22:29:28,226:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.66020[0m
2023-09-15 22:29:28,226:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 22:29:28,227:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 22:29:33,489:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.261717 seconds ...[0m
2023-09-15 22:29:35,041:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.492154 seconds ...[0m
2023-09-15 22:29:35,041:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0721*** [0m
2023-09-15 22:29:35,049:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.63863[0m
2023-09-15 22:29:35,049:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0214 || HITRATE@5 Avg: 0.0874 || HITRATE@10 Avg: 0.1435 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0721[0m
2023-09-15 22:29:35,049:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 22:29:39,805:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.756155 seconds ...[0m
2023-09-15 22:29:39,874:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.62113[0m
2023-09-15 22:29:39,874:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 22:29:39,874:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 22:29:44,644:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.769638 seconds ...[0m
2023-09-15 22:29:44,703:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.60913[0m
2023-09-15 22:29:44,704:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 22:29:44,704:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 22:29:49,580:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.875980 seconds ...[0m
2023-09-15 22:29:49,635:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.59895[0m
2023-09-15 22:29:49,635:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 22:29:49,635:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 22:29:54,088:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.453351 seconds ...[0m
2023-09-15 22:29:54,147:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.58856[0m
2023-09-15 22:29:54,147:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 22:29:54,148:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 22:29:59,238:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.090689 seconds ...[0m
2023-09-15 22:30:00,802:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.507317 seconds ...[0m
2023-09-15 22:30:00,802:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0831*** [0m
2023-09-15 22:30:00,810:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.58025[0m
2023-09-15 22:30:00,810:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.1005 || HITRATE@10 Avg: 0.1627 || NDCG@5 Avg: 0.0631 || NDCG@10 Avg: 0.0831[0m
2023-09-15 22:30:00,810:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 22:30:05,844:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.033513 seconds ...[0m
2023-09-15 22:30:05,917:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.57494[0m
2023-09-15 22:30:05,917:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 22:30:05,917:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 22:30:10,661:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.743460 seconds ...[0m
2023-09-15 22:30:10,730:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.56266[0m
2023-09-15 22:30:10,730:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 22:30:10,730:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 22:30:15,102:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.371797 seconds ...[0m
2023-09-15 22:30:15,189:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.55381[0m
2023-09-15 22:30:15,190:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 22:30:15,190:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 22:30:20,111:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.920952 seconds ...[0m
2023-09-15 22:30:20,191:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.55037[0m
2023-09-15 22:30:20,192:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 22:30:20,192:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 22:30:25,617:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.425159 seconds ...[0m
2023-09-15 22:30:27,425:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.719254 seconds ...[0m
2023-09-15 22:30:27,426:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0921*** [0m
2023-09-15 22:30:27,433:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.54333[0m
2023-09-15 22:30:27,433:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0328 || HITRATE@5 Avg: 0.1098 || HITRATE@10 Avg: 0.1755 || NDCG@5 Avg: 0.0710 || NDCG@10 Avg: 0.0921[0m
2023-09-15 22:30:27,433:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 22:30:32,797:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.363578 seconds ...[0m
2023-09-15 22:30:32,861:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.54096[0m
2023-09-15 22:30:32,861:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 22:30:32,861:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 22:30:37,555:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.693169 seconds ...[0m
2023-09-15 22:30:37,616:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53353[0m
2023-09-15 22:30:37,617:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 22:30:37,617:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 22:30:41,848:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.230718 seconds ...[0m
2023-09-15 22:30:41,914:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52547[0m
2023-09-15 22:30:41,915:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 22:30:41,915:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 22:30:46,823:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.907936 seconds ...[0m
2023-09-15 22:30:46,893:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.52623[0m
2023-09-15 22:30:46,893:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 22:30:46,893:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 22:30:52,095:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.201525 seconds ...[0m
2023-09-15 22:30:53,793:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.638594 seconds ...[0m
2023-09-15 22:30:53,793:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1002*** [0m
2023-09-15 22:30:53,800:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.52079[0m
2023-09-15 22:30:53,801:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0374 || HITRATE@5 Avg: 0.1147 || HITRATE@10 Avg: 0.1906 || NDCG@5 Avg: 0.0759 || NDCG@10 Avg: 0.1002[0m
2023-09-15 22:30:53,801:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 22:30:58,501:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.699978 seconds ...[0m
2023-09-15 22:30:58,556:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.51726[0m
2023-09-15 22:30:58,556:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 22:30:58,556:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 22:31:03,116:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.559689 seconds ...[0m
2023-09-15 22:31:03,183:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.51411[0m
2023-09-15 22:31:03,183:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 22:31:03,183:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 22:31:08,239:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.055577 seconds ...[0m
2023-09-15 22:31:08,312:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.51479[0m
2023-09-15 22:31:08,312:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 22:31:08,312:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 22:31:13,039:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.726393 seconds ...[0m
2023-09-15 22:31:13,099:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.50264[0m
2023-09-15 22:31:13,099:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 22:31:13,099:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 22:31:17,765:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.666203 seconds ...[0m
2023-09-15 22:31:19,534:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.698108 seconds ...[0m
2023-09-15 22:31:19,535:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1066*** [0m
2023-09-15 22:31:19,542:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.50323[0m
2023-09-15 22:31:19,542:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0376 || HITRATE@5 Avg: 0.1276 || HITRATE@10 Avg: 0.2028 || NDCG@5 Avg: 0.0826 || NDCG@10 Avg: 0.1066[0m
2023-09-15 22:31:19,542:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 22:31:23,841:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.298903 seconds ...[0m
2023-09-15 22:31:23,899:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.49853[0m
2023-09-15 22:31:23,899:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 22:31:23,899:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 22:31:28,395:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.495872 seconds ...[0m
2023-09-15 22:31:28,462:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.49978[0m
2023-09-15 22:31:28,462:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 22:31:28,462:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 22:31:33,248:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.785767 seconds ...[0m
2023-09-15 22:31:33,312:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.49395[0m
2023-09-15 22:31:33,312:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 22:31:33,313:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 22:31:37,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.604273 seconds ...[0m
2023-09-15 22:31:38,012:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.48897[0m
2023-09-15 22:31:38,012:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 22:31:38,012:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 22:31:42,535:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.522464 seconds ...[0m
2023-09-15 22:31:44,326:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.714462 seconds ...[0m
2023-09-15 22:31:44,327:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1131*** [0m
2023-09-15 22:31:44,334:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.49079[0m
2023-09-15 22:31:44,334:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0407 || HITRATE@5 Avg: 0.1313 || HITRATE@10 Avg: 0.2141 || NDCG@5 Avg: 0.0864 || NDCG@10 Avg: 0.1131[0m
2023-09-15 22:31:44,334:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 22:31:48,750:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.415252 seconds ...[0m
2023-09-15 22:31:48,822:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.48341[0m
2023-09-15 22:31:48,822:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 22:31:48,822:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 22:31:53,542:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.719403 seconds ...[0m
2023-09-15 22:31:53,631:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.47642[0m
2023-09-15 22:31:53,631:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 22:31:53,631:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 22:31:58,708:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.076282 seconds ...[0m
2023-09-15 22:31:58,780:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.48041[0m
2023-09-15 22:31:58,780:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 22:31:58,780:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 22:32:04,047:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.266802 seconds ...[0m
2023-09-15 22:32:04,125:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.47626[0m
2023-09-15 22:32:04,125:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 22:32:04,126:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 22:32:08,952:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.826355 seconds ...[0m
2023-09-15 22:32:10,926:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.905833 seconds ...[0m
2023-09-15 22:32:10,926:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1190*** [0m
2023-09-15 22:32:10,933:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.47828[0m
2023-09-15 22:32:10,934:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0429 || HITRATE@5 Avg: 0.1422 || HITRATE@10 Avg: 0.2233 || NDCG@5 Avg: 0.0930 || NDCG@10 Avg: 0.1190[0m
2023-09-15 22:32:10,934:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 22:32:15,790:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.856332 seconds ...[0m
2023-09-15 22:32:15,853:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.47661[0m
2023-09-15 22:32:15,853:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 22:32:15,853:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 22:32:20,322:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.468891 seconds ...[0m
2023-09-15 22:32:20,387:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.47166[0m
2023-09-15 22:32:20,388:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 22:32:20,388:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 22:32:24,680:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.292224 seconds ...[0m
2023-09-15 22:32:24,756:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.46773[0m
2023-09-15 22:32:24,756:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 22:32:24,756:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 22:32:29,650:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.893686 seconds ...[0m
2023-09-15 22:32:29,730:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.46682[0m
2023-09-15 22:32:29,730:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 22:32:29,731:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 22:32:34,864:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.133569 seconds ...[0m
2023-09-15 22:32:36,704:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.780162 seconds ...[0m
2023-09-15 22:32:36,705:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1238*** [0m
2023-09-15 22:32:36,716:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.46726[0m
2023-09-15 22:32:36,716:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0464 || HITRATE@5 Avg: 0.1457 || HITRATE@10 Avg: 0.2296 || NDCG@5 Avg: 0.0969 || NDCG@10 Avg: 0.1238[0m
2023-09-15 22:32:36,716:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 22:32:41,862:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.145745 seconds ...[0m
2023-09-15 22:32:42,025:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.45951[0m
2023-09-15 22:32:42,025:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 22:32:42,025:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 22:32:46,960:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.934480 seconds ...[0m
2023-09-15 22:32:47,021:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.46075[0m
2023-09-15 22:32:47,021:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 22:32:47,021:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 22:32:51,733:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.711381 seconds ...[0m
2023-09-15 22:32:51,799:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.45764[0m
2023-09-15 22:32:51,799:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 22:32:51,799:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 22:32:56,920:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.120858 seconds ...[0m
2023-09-15 22:32:56,976:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.45706[0m
2023-09-15 22:32:56,977:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 22:32:56,977:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 22:33:01,911:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.933972 seconds ...[0m
2023-09-15 22:33:03,957:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.680558 seconds ...[0m
2023-09-15 22:33:03,958:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1244*** [0m
2023-09-15 22:33:03,965:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.45197[0m
2023-09-15 22:33:03,965:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1487 || HITRATE@10 Avg: 0.2295 || NDCG@5 Avg: 0.0983 || NDCG@10 Avg: 0.1244[0m
2023-09-15 22:33:03,965:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 22:33:08,758:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.792724 seconds ...[0m
2023-09-15 22:33:08,830:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.45772[0m
2023-09-15 22:33:08,831:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 22:33:08,831:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 22:33:13,257:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.426236 seconds ...[0m
2023-09-15 22:33:13,348:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.45089[0m
2023-09-15 22:33:13,348:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 22:33:13,348:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 22:33:18,296:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.947653 seconds ...[0m
2023-09-15 22:33:18,366:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.44908[0m
2023-09-15 22:33:18,366:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 22:33:18,366:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 22:33:23,118:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.751709 seconds ...[0m
2023-09-15 22:33:23,179:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.45029[0m
2023-09-15 22:33:23,179:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 22:33:23,179:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 22:33:27,966:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.786927 seconds ...[0m
2023-09-15 22:33:29,570:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.548932 seconds ...[0m
2023-09-15 22:33:29,571:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1283*** [0m
2023-09-15 22:33:29,578:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.44705[0m
2023-09-15 22:33:29,578:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1502 || HITRATE@10 Avg: 0.2389 || NDCG@5 Avg: 0.0999 || NDCG@10 Avg: 0.1283[0m
2023-09-15 22:33:29,578:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 22:33:34,255:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.677006 seconds ...[0m
2023-09-15 22:33:34,314:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.44861[0m
2023-09-15 22:33:34,314:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 22:33:34,314:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 22:33:39,157:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.842735 seconds ...[0m
2023-09-15 22:33:39,219:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.44884[0m
2023-09-15 22:33:39,219:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 22:33:39,219:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 22:33:43,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.106402 seconds ...[0m
2023-09-15 22:33:43,402:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.44103[0m
2023-09-15 22:33:43,402:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 22:33:43,402:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 22:33:47,922:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.519548 seconds ...[0m
2023-09-15 22:33:47,982:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.44112[0m
2023-09-15 22:33:47,983:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 22:33:47,983:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 22:33:52,400:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.417076 seconds ...[0m
2023-09-15 22:33:54,006:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.541474 seconds ...[0m
2023-09-15 22:33:54,007:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1314*** [0m
2023-09-15 22:33:54,015:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.44262[0m
2023-09-15 22:33:54,015:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1570 || HITRATE@10 Avg: 0.2487 || NDCG@5 Avg: 0.1020 || NDCG@10 Avg: 0.1314[0m
2023-09-15 22:33:54,015:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 22:33:59,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.993690 seconds ...[0m
2023-09-15 22:33:59,234:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.44058[0m
2023-09-15 22:33:59,234:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 22:33:59,234:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 22:34:03,935:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.701004 seconds ...[0m
2023-09-15 22:34:04,052:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.43737[0m
2023-09-15 22:34:04,052:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 22:34:04,052:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 22:34:08,362:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.309504 seconds ...[0m
2023-09-15 22:34:08,426:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.44013[0m
2023-09-15 22:34:08,426:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 22:34:08,426:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 22:34:13,156:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.729431 seconds ...[0m
2023-09-15 22:34:13,213:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.43365[0m
2023-09-15 22:34:13,213:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 22:34:13,213:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 22:34:17,795:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.581300 seconds ...[0m
2023-09-15 22:34:19,440:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.566577 seconds ...[0m
2023-09-15 22:34:19,441:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1331*** [0m
2023-09-15 22:34:19,450:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.43755[0m
2023-09-15 22:34:19,450:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1593 || HITRATE@10 Avg: 0.2467 || NDCG@5 Avg: 0.1049 || NDCG@10 Avg: 0.1331[0m
2023-09-15 22:34:19,450:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 22:34:24,081:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.630666 seconds ...[0m
2023-09-15 22:34:24,139:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.43369[0m
2023-09-15 22:34:24,139:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 22:34:24,139:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 22:34:28,886:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.746685 seconds ...[0m
2023-09-15 22:34:28,955:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.43598[0m
2023-09-15 22:34:28,956:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 22:34:28,956:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 22:34:33,700:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.743874 seconds ...[0m
2023-09-15 22:34:33,769:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.43441[0m
2023-09-15 22:34:33,769:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 22:34:33,769:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 22:34:38,562:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.791983 seconds ...[0m
2023-09-15 22:34:38,621:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.43025[0m
2023-09-15 22:34:38,621:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 22:34:38,621:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 22:34:43,134:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.512981 seconds ...[0m
2023-09-15 22:34:44,828:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.636905 seconds ...[0m
2023-09-15 22:34:44,828:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1354*** [0m
2023-09-15 22:34:44,835:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.42717[0m
2023-09-15 22:34:44,835:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1627 || HITRATE@10 Avg: 0.2497 || NDCG@5 Avg: 0.1075 || NDCG@10 Avg: 0.1354[0m
2023-09-15 22:34:44,835:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 22:34:49,122:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.286510 seconds ...[0m
2023-09-15 22:34:49,189:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.42874[0m
2023-09-15 22:34:49,190:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 22:34:49,190:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 22:34:53,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.464664 seconds ...[0m
2023-09-15 22:34:53,714:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.43188[0m
2023-09-15 22:34:53,715:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 22:34:53,715:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 22:34:58,172:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.457196 seconds ...[0m
2023-09-15 22:34:58,238:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.43206[0m
2023-09-15 22:34:58,238:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 22:34:58,238:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 22:35:02,467:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.228822 seconds ...[0m
2023-09-15 22:35:02,524:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.42653[0m
2023-09-15 22:35:02,524:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 22:35:02,524:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 22:35:07,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.185133 seconds ...[0m
2023-09-15 22:35:09,435:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.660006 seconds ...[0m
2023-09-15 22:35:09,435:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.42835[0m
2023-09-15 22:35:09,436:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1629 || HITRATE@10 Avg: 0.2550 || NDCG@5 Avg: 0.1054 || NDCG@10 Avg: 0.1350[0m
2023-09-15 22:35:09,436:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 22:35:13,957:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.521309 seconds ...[0m
2023-09-15 22:35:14,024:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.42442[0m
2023-09-15 22:35:14,025:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 22:35:14,025:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 22:35:18,623:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.598136 seconds ...[0m
2023-09-15 22:35:18,699:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.42302[0m
2023-09-15 22:35:18,699:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 22:35:18,699:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 22:35:24,029:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.329412 seconds ...[0m
2023-09-15 22:35:24,093:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.42660[0m
2023-09-15 22:35:24,093:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 22:35:24,093:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 22:35:28,895:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.801721 seconds ...[0m
2023-09-15 22:35:28,951:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.41880[0m
2023-09-15 22:35:28,951:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 22:35:28,951:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 22:35:33,754:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.802560 seconds ...[0m
2023-09-15 22:35:35,450:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.612529 seconds ...[0m
2023-09-15 22:35:35,450:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1367*** [0m
2023-09-15 22:35:35,457:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.42280[0m
2023-09-15 22:35:35,457:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1664 || HITRATE@10 Avg: 0.2565 || NDCG@5 Avg: 0.1078 || NDCG@10 Avg: 0.1367[0m
2023-09-15 22:35:35,458:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 22:35:40,195:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.736986 seconds ...[0m
2023-09-15 22:35:40,268:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.41978[0m
2023-09-15 22:35:40,269:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 22:35:40,269:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 22:35:45,324:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.055047 seconds ...[0m
2023-09-15 22:35:45,385:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.42006[0m
2023-09-15 22:35:45,386:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 22:35:45,386:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 22:35:50,191:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.805416 seconds ...[0m
2023-09-15 22:35:50,257:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.41817[0m
2023-09-15 22:35:50,524:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 22:35:50,524:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 22:35:55,124:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.599499 seconds ...[0m
2023-09-15 22:35:55,184:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.41828[0m
2023-09-15 22:35:55,184:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 22:35:55,184:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 22:35:59,134:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.949816 seconds ...[0m
2023-09-15 22:36:00,915:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.715713 seconds ...[0m
2023-09-15 22:36:00,915:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1399*** [0m
2023-09-15 22:36:00,922:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.41622[0m
2023-09-15 22:36:00,922:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0505 || HITRATE@5 Avg: 0.1684 || HITRATE@10 Avg: 0.2619 || NDCG@5 Avg: 0.1099 || NDCG@10 Avg: 0.1399[0m
2023-09-15 22:36:00,923:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 22:36:06,092:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.169079 seconds ...[0m
2023-09-15 22:36:06,152:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.41338[0m
2023-09-15 22:36:06,152:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 22:36:06,152:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 22:36:11,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.988132 seconds ...[0m
2023-09-15 22:36:11,267:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.41318[0m
2023-09-15 22:36:11,267:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 22:36:11,267:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 22:36:16,024:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.756428 seconds ...[0m
2023-09-15 22:36:16,089:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.41384[0m
2023-09-15 22:36:16,089:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 22:36:16,089:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 22:36:20,680:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.590651 seconds ...[0m
2023-09-15 22:36:20,736:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.41182[0m
2023-09-15 22:36:20,736:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 22:36:20,736:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 22:36:25,806:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.069943 seconds ...[0m
2023-09-15 22:36:27,641:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.776294 seconds ...[0m
2023-09-15 22:36:27,641:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.41476[0m
2023-09-15 22:36:27,641:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1704 || HITRATE@10 Avg: 0.2591 || NDCG@5 Avg: 0.1098 || NDCG@10 Avg: 0.1382[0m
2023-09-15 22:36:27,641:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 22:36:32,396:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.754967 seconds ...[0m
2023-09-15 22:36:32,458:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.41125[0m
2023-09-15 22:36:32,458:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 22:36:32,458:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 22:36:37,684:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.225252 seconds ...[0m
2023-09-15 22:36:37,745:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.41065[0m
2023-09-15 22:36:37,745:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 22:36:37,745:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 22:36:42,853:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.107535 seconds ...[0m
2023-09-15 22:36:42,907:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.41215[0m
2023-09-15 22:36:42,908:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 22:36:42,908:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 22:36:48,188:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.280450 seconds ...[0m
2023-09-15 22:36:48,379:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.41084[0m
2023-09-15 22:36:48,379:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 22:36:48,379:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 22:36:52,913:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.534174 seconds ...[0m
2023-09-15 22:36:54,627:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.653911 seconds ...[0m
2023-09-15 22:36:54,627:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1414*** [0m
2023-09-15 22:36:54,634:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.40773[0m
2023-09-15 22:36:54,634:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1717 || HITRATE@10 Avg: 0.2654 || NDCG@5 Avg: 0.1113 || NDCG@10 Avg: 0.1414[0m
2023-09-15 22:36:54,634:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 22:36:59,620:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.986119 seconds ...[0m
2023-09-15 22:36:59,794:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.40892[0m
2023-09-15 22:36:59,794:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 22:36:59,794:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 22:37:04,786:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.991595 seconds ...[0m
2023-09-15 22:37:04,859:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.40666[0m
2023-09-15 22:37:04,859:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 22:37:04,859:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 22:37:09,580:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.721050 seconds ...[0m
2023-09-15 22:37:09,653:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.40427[0m
2023-09-15 22:37:09,653:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 22:37:09,653:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 22:37:14,267:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.612948 seconds ...[0m
2023-09-15 22:37:14,363:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.40904[0m
2023-09-15 22:37:14,363:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 22:37:14,363:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 22:37:19,249:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.884766 seconds ...[0m
2023-09-15 22:37:20,936:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.627075 seconds ...[0m
2023-09-15 22:37:20,936:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1417*** [0m
2023-09-15 22:37:20,943:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.40561[0m
2023-09-15 22:37:20,943:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0503 || HITRATE@5 Avg: 0.1697 || HITRATE@10 Avg: 0.2661 || NDCG@5 Avg: 0.1109 || NDCG@10 Avg: 0.1417[0m
2023-09-15 22:37:20,944:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 22:37:25,614:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.670634 seconds ...[0m
2023-09-15 22:37:25,676:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.40614[0m
2023-09-15 22:37:25,676:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 22:37:25,677:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 22:37:30,643:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.966051 seconds ...[0m
2023-09-15 22:37:30,705:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.41065[0m
2023-09-15 22:37:30,705:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 22:37:30,705:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 22:37:36,055:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.349160 seconds ...[0m
2023-09-15 22:37:36,115:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.41014[0m
2023-09-15 22:37:36,115:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 22:37:36,115:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 22:37:41,197:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.082278 seconds ...[0m
2023-09-15 22:37:41,260:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.40612[0m
2023-09-15 22:37:41,260:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 22:37:41,260:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 22:37:45,880:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.620104 seconds ...[0m
2023-09-15 22:37:47,433:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.485929 seconds ...[0m
2023-09-15 22:37:47,434:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1422*** [0m
2023-09-15 22:37:47,444:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.40309[0m
2023-09-15 22:37:47,445:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0503 || HITRATE@5 Avg: 0.1763 || HITRATE@10 Avg: 0.2654 || NDCG@5 Avg: 0.1137 || NDCG@10 Avg: 0.1422[0m
2023-09-15 22:37:47,445:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 22:37:52,411:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.965472 seconds ...[0m
2023-09-15 22:37:52,484:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.40299[0m
2023-09-15 22:37:52,484:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 22:37:52,484:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 22:37:57,162:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.677748 seconds ...[0m
2023-09-15 22:37:57,226:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.40181[0m
2023-09-15 22:37:57,226:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 22:37:57,227:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 22:38:02,092:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.865476 seconds ...[0m
2023-09-15 22:38:02,160:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.40213[0m
2023-09-15 22:38:02,160:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 22:38:02,161:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 22:38:06,842:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.681420 seconds ...[0m
2023-09-15 22:38:06,915:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.40038[0m
2023-09-15 22:38:06,915:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 22:38:06,915:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 22:38:11,699:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.784356 seconds ...[0m
2023-09-15 22:38:13,177:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.414538 seconds ...[0m
2023-09-15 22:38:13,177:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1426*** [0m
2023-09-15 22:38:13,185:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.39760[0m
2023-09-15 22:38:13,185:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1710 || HITRATE@10 Avg: 0.2654 || NDCG@5 Avg: 0.1122 || NDCG@10 Avg: 0.1426[0m
2023-09-15 22:38:13,185:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 22:38:18,463:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.276886 seconds ...[0m
2023-09-15 22:38:18,519:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.40149[0m
2023-09-15 22:38:18,519:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 22:38:18,519:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 22:38:23,181:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.661116 seconds ...[0m
2023-09-15 22:38:23,240:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.39663[0m
2023-09-15 22:38:23,240:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 22:38:23,240:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 22:38:28,203:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.962600 seconds ...[0m
2023-09-15 22:38:28,259:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.39987[0m
2023-09-15 22:38:28,259:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 22:38:28,259:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 22:38:32,581:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.321070 seconds ...[0m
2023-09-15 22:38:32,642:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.40007[0m
2023-09-15 22:38:32,642:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 22:38:32,642:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 22:38:37,405:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.762610 seconds ...[0m
2023-09-15 22:38:39,189:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.725235 seconds ...[0m
2023-09-15 22:38:39,189:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1435*** [0m
2023-09-15 22:38:39,201:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.39769[0m
2023-09-15 22:38:39,201:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1742 || HITRATE@10 Avg: 0.2702 || NDCG@5 Avg: 0.1127 || NDCG@10 Avg: 0.1435[0m
2023-09-15 22:38:39,201:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 22:38:44,143:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.941986 seconds ...[0m
2023-09-15 22:38:44,219:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.39812[0m
2023-09-15 22:38:44,219:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 22:38:44,219:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 22:38:49,051:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.832081 seconds ...[0m
2023-09-15 22:38:49,125:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.39819[0m
2023-09-15 22:38:49,125:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 22:38:49,125:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 22:38:54,318:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.192467 seconds ...[0m
2023-09-15 22:38:54,389:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.39369[0m
2023-09-15 22:38:54,390:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 22:38:54,390:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 22:38:59,167:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.777208 seconds ...[0m
2023-09-15 22:38:59,240:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.39569[0m
2023-09-15 22:38:59,240:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 22:38:59,240:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 22:39:03,765:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.524856 seconds ...[0m
2023-09-15 22:39:05,547:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.693220 seconds ...[0m
2023-09-15 22:39:05,548:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1448*** [0m
2023-09-15 22:39:05,556:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.39585[0m
2023-09-15 22:39:05,556:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1757 || HITRATE@10 Avg: 0.2715 || NDCG@5 Avg: 0.1141 || NDCG@10 Avg: 0.1448[0m
2023-09-15 22:39:05,556:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 22:39:10,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.973159 seconds ...[0m
2023-09-15 22:39:10,602:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.39347[0m
2023-09-15 22:39:10,602:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 22:39:10,603:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 22:39:16,090:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.487313 seconds ...[0m
2023-09-15 22:39:16,155:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.39734[0m
2023-09-15 22:39:16,155:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 22:39:16,155:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 22:39:21,116:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.960219 seconds ...[0m
2023-09-15 22:39:21,176:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.39369[0m
2023-09-15 22:39:21,176:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 22:39:21,176:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 22:39:26,278:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.100864 seconds ...[0m
2023-09-15 22:39:26,335:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.39522[0m
2023-09-15 22:39:26,335:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 22:39:26,336:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 22:39:31,136:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.800396 seconds ...[0m
2023-09-15 22:39:32,817:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.620261 seconds ...[0m
2023-09-15 22:39:32,817:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1452*** [0m
2023-09-15 22:39:32,824:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.39307[0m
2023-09-15 22:39:32,824:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1733 || HITRATE@10 Avg: 0.2715 || NDCG@5 Avg: 0.1136 || NDCG@10 Avg: 0.1452[0m
2023-09-15 22:39:32,825:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 22:39:37,564:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.738904 seconds ...[0m
2023-09-15 22:39:37,763:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.39287[0m
2023-09-15 22:39:37,763:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 22:39:37,763:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 22:39:42,215:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.451815 seconds ...[0m
2023-09-15 22:39:42,286:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.39467[0m
2023-09-15 22:39:42,286:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 22:39:42,286:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 22:39:47,545:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.258465 seconds ...[0m
2023-09-15 22:39:47,602:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.39176[0m
2023-09-15 22:39:47,603:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 22:39:47,603:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 22:39:52,306:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.703521 seconds ...[0m
2023-09-15 22:39:52,382:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.39227[0m
2023-09-15 22:39:52,382:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 22:39:52,382:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 22:39:57,372:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.989368 seconds ...[0m
2023-09-15 22:39:59,181:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.744723 seconds ...[0m
2023-09-15 22:39:59,182:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.39151[0m
2023-09-15 22:39:59,182:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1742 || HITRATE@10 Avg: 0.2717 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1449[0m
2023-09-15 22:39:59,182:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 22:40:04,077:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.894918 seconds ...[0m
2023-09-15 22:40:04,155:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.38869[0m
2023-09-15 22:40:04,155:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 22:40:04,155:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 22:40:08,491:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.335146 seconds ...[0m
2023-09-15 22:40:08,740:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.39342[0m
2023-09-15 22:40:08,740:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 22:40:08,740:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 22:40:13,690:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.950098 seconds ...[0m
2023-09-15 22:40:13,764:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.38666[0m
2023-09-15 22:40:13,765:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 22:40:13,765:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 22:40:18,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.004358 seconds ...[0m
2023-09-15 22:40:18,836:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.39231[0m
2023-09-15 22:40:18,836:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 22:40:18,836:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 22:40:23,954:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.117580 seconds ...[0m
2023-09-15 22:40:25,805:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.614341 seconds ...[0m
2023-09-15 22:40:25,805:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1455*** [0m
2023-09-15 22:40:25,813:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.38913[0m
2023-09-15 22:40:25,813:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0530 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2712 || NDCG@5 Avg: 0.1136 || NDCG@10 Avg: 0.1455[0m
2023-09-15 22:40:25,813:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 22:40:30,477:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.663838 seconds ...[0m
2023-09-15 22:40:30,545:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.38825[0m
2023-09-15 22:40:30,545:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 22:40:30,545:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 22:40:35,199:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.653534 seconds ...[0m
2023-09-15 22:40:35,255:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.38843[0m
2023-09-15 22:40:35,255:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 22:40:35,255:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 22:40:40,241:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.985827 seconds ...[0m
2023-09-15 22:40:40,311:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.38916[0m
2023-09-15 22:40:40,311:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 22:40:40,312:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 22:40:45,014:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.702530 seconds ...[0m
2023-09-15 22:40:45,079:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.38586[0m
2023-09-15 22:40:45,080:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 22:40:45,080:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 22:40:49,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.712629 seconds ...[0m
2023-09-15 22:40:51,583:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.730698 seconds ...[0m
2023-09-15 22:40:51,583:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1459*** [0m
2023-09-15 22:40:51,590:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.38675[0m
2023-09-15 22:40:51,590:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0530 || HITRATE@5 Avg: 0.1755 || HITRATE@10 Avg: 0.2717 || NDCG@5 Avg: 0.1149 || NDCG@10 Avg: 0.1459[0m
2023-09-15 22:40:51,590:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 22:40:56,245:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.654762 seconds ...[0m
2023-09-15 22:40:56,308:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.38527[0m
2023-09-15 22:40:56,308:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 22:40:56,308:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 22:41:01,203:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.894789 seconds ...[0m
2023-09-15 22:41:01,270:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.38650[0m
2023-09-15 22:41:01,270:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 22:41:01,270:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 22:41:06,059:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.788302 seconds ...[0m
2023-09-15 22:41:06,116:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.38525[0m
2023-09-15 22:41:06,116:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 22:41:06,116:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 22:41:11,022:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.905645 seconds ...[0m
2023-09-15 22:41:11,092:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.38639[0m
2023-09-15 22:41:11,092:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 22:41:11,092:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 22:41:16,023:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.930724 seconds ...[0m
2023-09-15 22:41:17,839:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.731289 seconds ...[0m
2023-09-15 22:41:17,839:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.38549[0m
2023-09-15 22:41:17,839:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1748 || HITRATE@10 Avg: 0.2727 || NDCG@5 Avg: 0.1130 || NDCG@10 Avg: 0.1445[0m
2023-09-15 22:41:17,839:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 22:41:23,042:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.202182 seconds ...[0m
2023-09-15 22:41:23,112:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.38541[0m
2023-09-15 22:41:23,112:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 22:41:23,112:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 22:41:27,770:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.657561 seconds ...[0m
2023-09-15 22:41:27,826:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.38499[0m
2023-09-15 22:41:27,826:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 22:41:27,826:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 22:41:32,469:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.642303 seconds ...[0m
2023-09-15 22:41:32,528:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.38054[0m
2023-09-15 22:41:32,528:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 22:41:32,528:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 22:41:37,414:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.885487 seconds ...[0m
2023-09-15 22:41:37,469:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.38293[0m
2023-09-15 22:41:37,470:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 22:41:37,470:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 22:41:42,131:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.661276 seconds ...[0m
2023-09-15 22:41:43,790:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.597308 seconds ...[0m
2023-09-15 22:41:43,790:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1464*** [0m
2023-09-15 22:41:43,797:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.38100[0m
2023-09-15 22:41:43,797:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1767 || HITRATE@10 Avg: 0.2737 || NDCG@5 Avg: 0.1152 || NDCG@10 Avg: 0.1464[0m
2023-09-15 22:41:43,797:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 22:41:48,439:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.642402 seconds ...[0m
2023-09-15 22:41:48,507:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.38128[0m
2023-09-15 22:41:48,507:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 22:41:48,507:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 22:41:53,194:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.686353 seconds ...[0m
2023-09-15 22:41:53,256:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.38683[0m
2023-09-15 22:41:53,256:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 22:41:53,256:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 22:41:58,017:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.760579 seconds ...[0m
2023-09-15 22:41:58,074:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.38091[0m
2023-09-15 22:41:58,074:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 22:41:58,074:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 22:42:02,551:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.476194 seconds ...[0m
2023-09-15 22:42:02,611:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.38339[0m
2023-09-15 22:42:02,611:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 22:42:02,611:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 22:42:07,609:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.996972 seconds ...[0m
2023-09-15 22:42:09,507:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.828797 seconds ...[0m
2023-09-15 22:42:09,507:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1471*** [0m
2023-09-15 22:42:09,515:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.38073[0m
2023-09-15 22:42:09,515:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1803 || HITRATE@10 Avg: 0.2740 || NDCG@5 Avg: 0.1170 || NDCG@10 Avg: 0.1471[0m
2023-09-15 22:42:09,516:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 22:42:13,717:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.201108 seconds ...[0m
2023-09-15 22:42:13,774:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.37590[0m
2023-09-15 22:42:13,774:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 22:42:13,774:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 22:42:19,020:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.245091 seconds ...[0m
2023-09-15 22:42:19,086:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.38365[0m
2023-09-15 22:42:19,086:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 22:42:19,087:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 22:42:24,036:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.949511 seconds ...[0m
2023-09-15 22:42:24,091:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.37848[0m
2023-09-15 22:42:24,092:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 22:42:24,092:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 22:42:29,215:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.123064 seconds ...[0m
2023-09-15 22:42:29,281:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.37973[0m
2023-09-15 22:42:29,281:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 22:42:29,281:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 22:42:34,384:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.102976 seconds ...[0m
2023-09-15 22:42:35,978:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.530581 seconds ...[0m
2023-09-15 22:42:35,979:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.38150[0m
2023-09-15 22:42:35,979:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1762 || HITRATE@10 Avg: 0.2704 || NDCG@5 Avg: 0.1151 || NDCG@10 Avg: 0.1453[0m
2023-09-15 22:42:35,979:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 22:42:40,507:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.528174 seconds ...[0m
2023-09-15 22:42:40,588:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.38082[0m
2023-09-15 22:42:40,588:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 22:42:40,589:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 22:42:45,426:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.837579 seconds ...[0m
2023-09-15 22:42:45,504:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.37829[0m
2023-09-15 22:42:45,504:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 22:42:45,504:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 22:42:50,450:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.945095 seconds ...[0m
2023-09-15 22:42:50,511:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.37898[0m
2023-09-15 22:42:50,511:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 22:42:50,511:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 22:42:55,257:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.745860 seconds ...[0m
2023-09-15 22:42:55,319:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.37803[0m
2023-09-15 22:42:55,319:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 22:42:55,319:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 22:43:00,321:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.001515 seconds ...[0m
2023-09-15 22:43:01,855:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.471802 seconds ...[0m
2023-09-15 22:43:01,856:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1479*** [0m
2023-09-15 22:43:01,863:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.37841[0m
2023-09-15 22:43:01,863:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1785 || HITRATE@10 Avg: 0.2757 || NDCG@5 Avg: 0.1166 || NDCG@10 Avg: 0.1479[0m
2023-09-15 22:43:01,864:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 22:43:06,519:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.655159 seconds ...[0m
2023-09-15 22:43:06,577:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.37819[0m
2023-09-15 22:43:06,578:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 22:43:06,578:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 22:43:11,739:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.160712 seconds ...[0m
2023-09-15 22:43:11,811:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.37662[0m
2023-09-15 22:43:11,811:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 22:43:11,811:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 22:43:16,617:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.806242 seconds ...[0m
2023-09-15 22:43:16,679:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.37575[0m
2023-09-15 22:43:16,679:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 22:43:16,679:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 22:43:21,105:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.425619 seconds ...[0m
2023-09-15 22:43:21,171:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.37564[0m
2023-09-15 22:43:21,171:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 22:43:21,172:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 22:43:25,743:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.571507 seconds ...[0m
2023-09-15 22:43:27,361:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.558228 seconds ...[0m
2023-09-15 22:43:27,361:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.37655[0m
2023-09-15 22:43:27,361:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1767 || HITRATE@10 Avg: 0.2727 || NDCG@5 Avg: 0.1158 || NDCG@10 Avg: 0.1466[0m
2023-09-15 22:43:27,361:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 22:43:32,148:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.786641 seconds ...[0m
2023-09-15 22:43:32,205:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.37735[0m
2023-09-15 22:43:32,205:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 22:43:32,205:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 22:43:37,166:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.960704 seconds ...[0m
2023-09-15 22:43:37,240:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.37512[0m
2023-09-15 22:43:37,240:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 22:43:37,240:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 22:43:42,156:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.915722 seconds ...[0m
2023-09-15 22:43:42,212:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.37782[0m
2023-09-15 22:43:42,212:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 22:43:42,212:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 22:43:46,687:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.474310 seconds ...[0m
2023-09-15 22:43:46,749:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.37273[0m
2023-09-15 22:43:46,749:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 22:43:46,749:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 22:43:51,442:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.692571 seconds ...[0m
2023-09-15 22:43:52,931:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.430162 seconds ...[0m
2023-09-15 22:43:52,931:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.37673[0m
2023-09-15 22:43:52,931:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0541 || HITRATE@5 Avg: 0.1760 || HITRATE@10 Avg: 0.2710 || NDCG@5 Avg: 0.1157 || NDCG@10 Avg: 0.1464[0m
2023-09-15 22:43:52,931:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 22:43:57,753:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.821302 seconds ...[0m
2023-09-15 22:43:57,812:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.37614[0m
2023-09-15 22:43:57,812:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 22:43:57,812:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 22:44:02,232:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.419780 seconds ...[0m
2023-09-15 22:44:02,294:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.37580[0m
2023-09-15 22:44:02,295:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 22:44:02,295:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 22:44:07,290:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.995331 seconds ...[0m
2023-09-15 22:44:07,356:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.37684[0m
2023-09-15 22:44:07,356:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 22:44:07,356:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 22:44:12,323:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.967283 seconds ...[0m
2023-09-15 22:44:12,382:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.37129[0m
2023-09-15 22:44:12,382:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 22:44:12,382:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 22:44:17,571:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 5.189289 seconds ...[0m
2023-09-15 22:44:19,111:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.475331 seconds ...[0m
2023-09-15 22:44:19,111:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.37358[0m
2023-09-15 22:44:19,112:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1780 || HITRATE@10 Avg: 0.2747 || NDCG@5 Avg: 0.1163 || NDCG@10 Avg: 0.1474[0m
2023-09-15 22:44:19,112:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 22:44:23,791:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.678854 seconds ...[0m
2023-09-15 22:44:23,870:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.37167[0m
2023-09-15 22:44:23,870:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 22:44:23,870:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 22:44:28,733:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.862945 seconds ...[0m
2023-09-15 22:44:28,803:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.37184[0m
2023-09-15 22:44:28,804:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 22:44:28,804:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 22:44:33,551:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.746655 seconds ...[0m
2023-09-15 22:44:33,625:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.37443[0m
2023-09-15 22:44:33,625:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 22:44:33,626:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 22:44:38,602:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.975882 seconds ...[0m
2023-09-15 22:44:38,669:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.37188[0m
2023-09-15 22:44:38,669:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 22:44:38,669:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 22:44:43,176:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.506765 seconds ...[0m
2023-09-15 22:44:44,840:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.604248 seconds ...[0m
2023-09-15 22:44:44,840:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.37393[0m
2023-09-15 22:44:44,841:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0545 || HITRATE@5 Avg: 0.1752 || HITRATE@10 Avg: 0.2692 || NDCG@5 Avg: 0.1152 || NDCG@10 Avg: 0.1455[0m
2023-09-15 22:44:44,841:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 22:44:49,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.215560 seconds ...[0m
2023-09-15 22:44:49,116:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.37007[0m
2023-09-15 22:44:49,116:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 22:44:49,116:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 22:44:53,658:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.541460 seconds ...[0m
2023-09-15 22:44:53,720:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.36790[0m
2023-09-15 22:44:53,720:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 22:44:53,720:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 22:44:58,163:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.443018 seconds ...[0m
2023-09-15 22:44:58,237:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.37319[0m
2023-09-15 22:44:58,237:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 22:44:58,237:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 22:45:03,016:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.778324 seconds ...[0m
2023-09-15 22:45:03,096:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.37316[0m
2023-09-15 22:45:03,096:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 22:45:03,096:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 22:45:07,302:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.205168 seconds ...[0m
2023-09-15 22:45:08,977:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.591480 seconds ...[0m
2023-09-15 22:45:08,977:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.37370[0m
2023-09-15 22:45:08,977:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1788 || HITRATE@10 Avg: 0.2752 || NDCG@5 Avg: 0.1160 || NDCG@10 Avg: 0.1468[0m
2023-09-15 22:45:08,978:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 22:45:13,287:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.308977 seconds ...[0m
2023-09-15 22:45:13,349:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.36990[0m
2023-09-15 22:45:13,349:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 22:45:13,349:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 22:45:18,022:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.672794 seconds ...[0m
2023-09-15 22:45:18,081:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.37193[0m
2023-09-15 22:45:18,081:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 22:45:18,081:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 22:45:22,628:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.546560 seconds ...[0m
2023-09-15 22:45:22,705:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.37422[0m
2023-09-15 22:45:22,706:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 22:45:22,706:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 22:45:27,305:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.598009 seconds ...[0m
2023-09-15 22:45:27,379:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.37115[0m
2023-09-15 22:45:27,379:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 22:45:27,380:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 22:45:31,433:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.052966 seconds ...[0m
2023-09-15 22:45:32,804:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.360324 seconds ...[0m
2023-09-15 22:45:34,555:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.749996 seconds ...[0m
2023-09-15 22:45:34,555:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.36800[0m
2023-09-15 22:45:34,555:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0533 || HITRATE@5 Avg: 0.1806 || HITRATE@10 Avg: 0.2725 || NDCG@5 Avg: 0.1169 || NDCG@10 Avg: 0.1462[0m
2023-09-15 22:45:34,556:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0505 || HITRATE@5 Avg: 0.1662 || HITRATE@10 Avg: 0.2621 || NDCG@5 Avg: 0.1086 || NDCG@10 Avg: 0.1393[0m
2023-09-15 22:45:36,192:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.367900     191
1   valid   HITRATE@1  0.054470     190
2   valid   HITRATE@5  0.180629     200
3   valid  HITRATE@10  0.275662     170
4   valid      NDCG@5  0.116963     160
5   valid     NDCG@10  0.147854     170
6    test   HITRATE@1  0.050497       0
7    test   HITRATE@5  0.166225       0
8    test  HITRATE@10  0.262086       0
9    test      NDCG@5  0.108613       0
10   test     NDCG@10  0.139316       0[0m
2023-09-15 22:45:36,193:	[1;33m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/3-0915222804[0m
2023-09-15 22:45:36,257:	[1;33m[Wall TIME] >>> Coach.summary takes 1.701625 seconds ...[0m
2023-09-15 22:45:36,257:	[1;33m[Coach] >>> Load best model @Epoch 170  [0m
2023-09-15 22:45:37,484:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.215630 seconds ...[0m
2023-09-15 22:45:38,676:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.192203 seconds ...[0m
2023-09-15 22:45:38,677:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>> [0m
2023-09-15 22:45:38,677:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1785 || HITRATE@10 Avg: 0.2757 || NDCG@5 Avg: 0.1166 || NDCG@10 Avg: 0.1479[0m
2023-09-15 22:45:38,677:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1679 || HITRATE@10 Avg: 0.2545 || NDCG@5 Avg: 0.1089 || NDCG@10 Avg: 0.1367[0m
2023-09-15 22:45:38,687:	[1;33m[Wall TIME] >>> Coach.fit takes 1043.220089 seconds ...[0m
