2023-09-15 22:28:06,039:	========================================================================
2023-09-15 22:28:06,039:	========================================================================
2023-09-15 22:28:06,039:	========================================================================
2023-09-15 22:28:06,039:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 22:28:06,039:	[1;35m[Seed] >>> Set seed: 1[0m
2023-09-15 22:28:06,041:	[1;35m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[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: 1] 
[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: 0915222802] 
[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/1] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/1-0915222802] 
[0m
2023-09-15 22:28:06,041:	[1;35m[Wall TIME] >>> Parser.compile takes 0.008785 seconds ...[0m
2023-09-15 22:28:06,048:	[1;35m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.User,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.ID,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-15 22:28:06,571:	[1;35m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-15 22:28:06,572:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.529513 seconds ...[0m
2023-09-15 22:28:07,760:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.721845 seconds ...[0m
2023-09-15 22:28:08,290:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.529049 seconds ...[0m
2023-09-15 22:28:08,866:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.574418 seconds ...[0m
2023-09-15 22:28:15,017:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 22:28:15,018:	[1;35m[Wall TIME] >>> Coach.compile takes 0.001067 seconds ...[0m
2023-09-15 22:28:16,615:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.539026 seconds ...[0m
2023-09-15 22:28:16,616:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0011*** [0m
2023-09-15 22:28:16,622:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 22:28:16,622:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0007 || HITRATE@10 Avg: 0.0030 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0011[0m
2023-09-15 22:28:16,623:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 22:28:21,222:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.599671 seconds ...[0m
2023-09-15 22:28:21,287:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.25651[0m
2023-09-15 22:28:21,287:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 22:28:21,287:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 22:28:26,145:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.858084 seconds ...[0m
2023-09-15 22:28:26,203:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.06648[0m
2023-09-15 22:28:26,203:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 22:28:26,203:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 22:28:31,136:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.932766 seconds ...[0m
2023-09-15 22:28:31,215:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.01175[0m
2023-09-15 22:28:31,216:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 22:28:31,216:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 22:28:35,763:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.546682 seconds ...[0m
2023-09-15 22:28:35,841:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.96497[0m
2023-09-15 22:28:35,842:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 22:28:35,842:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 22:28:40,601:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.758670 seconds ...[0m
2023-09-15 22:28:42,010:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.346453 seconds ...[0m
2023-09-15 22:28:42,010:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0262*** [0m
2023-09-15 22:28:42,018:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.90806[0m
2023-09-15 22:28:42,018:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0310 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0190 || NDCG@10 Avg: 0.0262[0m
2023-09-15 22:28:42,018:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 22:28:46,207:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.188946 seconds ...[0m
2023-09-15 22:28:46,272:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.86955[0m
2023-09-15 22:28:46,272:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 22:28:46,272:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 22:28:51,127:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.854898 seconds ...[0m
2023-09-15 22:28:51,183:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.83478[0m
2023-09-15 22:28:51,185:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 22:28:51,185:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 22:28:55,883:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.698059 seconds ...[0m
2023-09-15 22:28:55,944:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.79655[0m
2023-09-15 22:28:55,944:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 22:28:55,944:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 22:29:00,516:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.571702 seconds ...[0m
2023-09-15 22:29:00,581:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.76179[0m
2023-09-15 22:29:00,582:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 22:29:00,582:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 22:29:05,087:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.504655 seconds ...[0m
2023-09-15 22:29:06,474:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.331771 seconds ...[0m
2023-09-15 22:29:06,474:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0583*** [0m
2023-09-15 22:29:06,485:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.73888[0m
2023-09-15 22:29:06,485:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.1151 || NDCG@5 Avg: 0.0433 || NDCG@10 Avg: 0.0583[0m
2023-09-15 22:29:06,485:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 22:29:11,087:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.601761 seconds ...[0m
2023-09-15 22:29:11,148:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.71023[0m
2023-09-15 22:29:11,148:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 22:29:11,148:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 22:29:15,358:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.209527 seconds ...[0m
2023-09-15 22:29:15,413:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.68926[0m
2023-09-15 22:29:15,413:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 22:29:15,413:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 22:29:20,163:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.750111 seconds ...[0m
2023-09-15 22:29:20,221:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.67023[0m
2023-09-15 22:29:20,221:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 22:29:20,221:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 22:29:24,616:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.395328 seconds ...[0m
2023-09-15 22:29:24,680:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.64718[0m
2023-09-15 22:29:24,680:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 22:29:24,681:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 22:29:28,917:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.236329 seconds ...[0m
2023-09-15 22:29:30,314:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.340704 seconds ...[0m
2023-09-15 22:29:30,315:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0730*** [0m
2023-09-15 22:29:30,324:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.63662[0m
2023-09-15 22:29:30,324:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0863 || HITRATE@10 Avg: 0.1417 || NDCG@5 Avg: 0.0551 || NDCG@10 Avg: 0.0730[0m
2023-09-15 22:29:30,324:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 22:29:34,619:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.294587 seconds ...[0m
2023-09-15 22:29:34,676:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.62141[0m
2023-09-15 22:29:34,676:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 22:29:34,676:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 22:29:39,270:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.593104 seconds ...[0m
2023-09-15 22:29:39,332:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.61147[0m
2023-09-15 22:29:39,333:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 22:29:39,333:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 22:29:43,878:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.545593 seconds ...[0m
2023-09-15 22:29:43,937:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.60064[0m
2023-09-15 22:29:43,938:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 22:29:43,938:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 22:29:48,718:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.780469 seconds ...[0m
2023-09-15 22:29:48,786:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.58681[0m
2023-09-15 22:29:48,786:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 22:29:48,786:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 22:29:53,502:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.716047 seconds ...[0m
2023-09-15 22:29:54,967:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.403840 seconds ...[0m
2023-09-15 22:29:54,968:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0823*** [0m
2023-09-15 22:29:54,976:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.58021[0m
2023-09-15 22:29:54,976:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0272 || HITRATE@5 Avg: 0.0990 || HITRATE@10 Avg: 0.1591 || NDCG@5 Avg: 0.0630 || NDCG@10 Avg: 0.0823[0m
2023-09-15 22:29:54,976:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 22:29:59,441:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.464601 seconds ...[0m
2023-09-15 22:29:59,526:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.57259[0m
2023-09-15 22:29:59,526:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 22:29:59,526:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 22:30:03,552:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.025864 seconds ...[0m
2023-09-15 22:30:03,632:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.56078[0m
2023-09-15 22:30:03,632:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 22:30:03,632:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 22:30:08,307:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.674108 seconds ...[0m
2023-09-15 22:30:08,370:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.55974[0m
2023-09-15 22:30:08,370:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 22:30:08,370:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 22:30:12,966:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.595809 seconds ...[0m
2023-09-15 22:30:13,045:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.55324[0m
2023-09-15 22:30:13,046:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 22:30:13,047:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 22:30:17,828:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.780240 seconds ...[0m
2023-09-15 22:30:19,293:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.380121 seconds ...[0m
2023-09-15 22:30:19,293:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0900*** [0m
2023-09-15 22:30:19,301:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.54521[0m
2023-09-15 22:30:19,301:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0290 || HITRATE@5 Avg: 0.1084 || HITRATE@10 Avg: 0.1750 || NDCG@5 Avg: 0.0685 || NDCG@10 Avg: 0.0900[0m
2023-09-15 22:30:19,301:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 22:30:23,785:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.483297 seconds ...[0m
2023-09-15 22:30:23,848:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.53751[0m
2023-09-15 22:30:23,848:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 22:30:23,848:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 22:30:28,772:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.923360 seconds ...[0m
2023-09-15 22:30:28,834:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53647[0m
2023-09-15 22:30:28,834:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 22:30:28,835:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 22:30:33,527:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.691905 seconds ...[0m
2023-09-15 22:30:33,604:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52964[0m
2023-09-15 22:30:33,604:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 22:30:33,604:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 22:30:38,793:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.188758 seconds ...[0m
2023-09-15 22:30:38,867:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.52457[0m
2023-09-15 22:30:38,867:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 22:30:38,867:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 22:30:43,392:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.524102 seconds ...[0m
2023-09-15 22:30:44,814:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.355845 seconds ...[0m
2023-09-15 22:30:44,815:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0967*** [0m
2023-09-15 22:30:44,822:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.52308[0m
2023-09-15 22:30:44,822:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.1164 || HITRATE@10 Avg: 0.1876 || NDCG@5 Avg: 0.0739 || NDCG@10 Avg: 0.0967[0m
2023-09-15 22:30:44,822:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 22:30:49,426:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.603917 seconds ...[0m
2023-09-15 22:30:49,510:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.51860[0m
2023-09-15 22:30:49,510:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 22:30:49,510:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 22:30:54,080:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.569178 seconds ...[0m
2023-09-15 22:30:54,139:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.51489[0m
2023-09-15 22:30:54,140:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 22:30:54,140:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 22:30:59,030:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.889618 seconds ...[0m
2023-09-15 22:30:59,092:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.50504[0m
2023-09-15 22:30:59,093:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 22:30:59,093:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 22:31:03,620:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.527459 seconds ...[0m
2023-09-15 22:31:03,700:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.50906[0m
2023-09-15 22:31:03,700:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 22:31:03,700:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 22:31:08,170:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.469481 seconds ...[0m
2023-09-15 22:31:09,796:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.556825 seconds ...[0m
2023-09-15 22:31:09,796:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1025*** [0m
2023-09-15 22:31:09,806:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.50144[0m
2023-09-15 22:31:09,806:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0338 || HITRATE@5 Avg: 0.1243 || HITRATE@10 Avg: 0.1980 || NDCG@5 Avg: 0.0789 || NDCG@10 Avg: 0.1025[0m
2023-09-15 22:31:09,806:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 22:31:14,241:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.434657 seconds ...[0m
2023-09-15 22:31:14,313:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.50031[0m
2023-09-15 22:31:14,313:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 22:31:14,313:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 22:31:19,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.731699 seconds ...[0m
2023-09-15 22:31:19,132:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.49647[0m
2023-09-15 22:31:19,132:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 22:31:19,132:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 22:31:24,123:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.990664 seconds ...[0m
2023-09-15 22:31:24,182:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.49531[0m
2023-09-15 22:31:24,183:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 22:31:24,183:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 22:31:28,690:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.507080 seconds ...[0m
2023-09-15 22:31:28,751:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.49055[0m
2023-09-15 22:31:28,751:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 22:31:28,751:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 22:31:33,534:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.782425 seconds ...[0m
2023-09-15 22:31:35,004:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.410345 seconds ...[0m
2023-09-15 22:31:35,004:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1105*** [0m
2023-09-15 22:31:35,011:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.48913[0m
2023-09-15 22:31:35,012:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0386 || HITRATE@5 Avg: 0.1318 || HITRATE@10 Avg: 0.2119 || NDCG@5 Avg: 0.0847 || NDCG@10 Avg: 0.1105[0m
2023-09-15 22:31:35,012:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 22:31:39,565:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.552974 seconds ...[0m
2023-09-15 22:31:39,622:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.48361[0m
2023-09-15 22:31:39,622:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 22:31:39,622:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 22:31:43,826:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.204184 seconds ...[0m
2023-09-15 22:31:43,890:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.48372[0m
2023-09-15 22:31:43,890:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 22:31:43,890:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 22:31:48,210:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.319940 seconds ...[0m
2023-09-15 22:31:48,276:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.47865[0m
2023-09-15 22:31:48,276:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 22:31:48,276:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 22:31:53,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.126377 seconds ...[0m
2023-09-15 22:31:53,474:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.48034[0m
2023-09-15 22:31:53,474:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 22:31:53,474:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 22:31:58,044:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.570029 seconds ...[0m
2023-09-15 22:31:59,456:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.354060 seconds ...[0m
2023-09-15 22:31:59,457:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1153*** [0m
2023-09-15 22:31:59,464:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.47663[0m
2023-09-15 22:31:59,464:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0406 || HITRATE@5 Avg: 0.1339 || HITRATE@10 Avg: 0.2199 || NDCG@5 Avg: 0.0878 || NDCG@10 Avg: 0.1153[0m
2023-09-15 22:31:59,464:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 22:32:04,305:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.840536 seconds ...[0m
2023-09-15 22:32:04,372:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.47244[0m
2023-09-15 22:32:04,373:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 22:32:04,373:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 22:32:08,831:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.457720 seconds ...[0m
2023-09-15 22:32:08,889:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.46818[0m
2023-09-15 22:32:08,889:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 22:32:08,889:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 22:32:13,560:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.670448 seconds ...[0m
2023-09-15 22:32:13,632:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.46872[0m
2023-09-15 22:32:13,633:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 22:32:13,633:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 22:32:17,943:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.310037 seconds ...[0m
2023-09-15 22:32:18,012:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.46551[0m
2023-09-15 22:32:18,013:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 22:32:18,013:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 22:32:22,348:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.335297 seconds ...[0m
2023-09-15 22:32:23,757:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.344533 seconds ...[0m
2023-09-15 22:32:23,758:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1207*** [0m
2023-09-15 22:32:23,766:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.46614[0m
2023-09-15 22:32:23,766:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0414 || HITRATE@5 Avg: 0.1470 || HITRATE@10 Avg: 0.2285 || NDCG@5 Avg: 0.0944 || NDCG@10 Avg: 0.1207[0m
2023-09-15 22:32:23,766:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 22:32:27,787:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.020852 seconds ...[0m
2023-09-15 22:32:27,846:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.46698[0m
2023-09-15 22:32:27,846:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 22:32:27,847:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 22:32:32,244:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.397319 seconds ...[0m
2023-09-15 22:32:32,305:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.46269[0m
2023-09-15 22:32:32,305:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 22:32:32,305:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 22:32:36,807:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.501174 seconds ...[0m
2023-09-15 22:32:36,863:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.46250[0m
2023-09-15 22:32:36,863:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 22:32:36,863:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 22:32:41,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.647820 seconds ...[0m
2023-09-15 22:32:41,571:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.45908[0m
2023-09-15 22:32:41,571:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 22:32:41,571:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 22:32:46,522:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.950756 seconds ...[0m
2023-09-15 22:32:47,934:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.355658 seconds ...[0m
2023-09-15 22:32:47,934:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1232*** [0m
2023-09-15 22:32:47,941:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.46004[0m
2023-09-15 22:32:47,941:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0430 || HITRATE@5 Avg: 0.1498 || HITRATE@10 Avg: 0.2320 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1232[0m
2023-09-15 22:32:47,941:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 22:32:52,112:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.170385 seconds ...[0m
2023-09-15 22:32:52,171:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.45459[0m
2023-09-15 22:32:52,171:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 22:32:52,171:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 22:32:56,760:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.588444 seconds ...[0m
2023-09-15 22:32:56,817:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.45114[0m
2023-09-15 22:32:56,817:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 22:32:56,817:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 22:33:01,775:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.957625 seconds ...[0m
2023-09-15 22:33:01,837:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.44672[0m
2023-09-15 22:33:01,838:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 22:33:01,838:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 22:33:06,633:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.794622 seconds ...[0m
2023-09-15 22:33:06,721:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.45219[0m
2023-09-15 22:33:06,721:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 22:33:06,722:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 22:33:11,646:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.924617 seconds ...[0m
2023-09-15 22:33:13,106:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.403927 seconds ...[0m
2023-09-15 22:33:13,106:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1246*** [0m
2023-09-15 22:33:13,113:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.45051[0m
2023-09-15 22:33:13,113:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1533 || HITRATE@10 Avg: 0.2364 || NDCG@5 Avg: 0.0979 || NDCG@10 Avg: 0.1246[0m
2023-09-15 22:33:13,113:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 22:33:17,611:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.498146 seconds ...[0m
2023-09-15 22:33:17,679:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.44772[0m
2023-09-15 22:33:17,680:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 22:33:17,680:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 22:33:22,147:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.467418 seconds ...[0m
2023-09-15 22:33:22,205:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.44371[0m
2023-09-15 22:33:22,205:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 22:33:22,205:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 22:33:26,756:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.550233 seconds ...[0m
2023-09-15 22:33:26,820:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.44782[0m
2023-09-15 22:33:26,820:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 22:33:26,820:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 22:33:31,206:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.385621 seconds ...[0m
2023-09-15 22:33:31,262:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.44627[0m
2023-09-15 22:33:31,262:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 22:33:31,262:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 22:33:35,965:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.702587 seconds ...[0m
2023-09-15 22:33:37,272:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.243075 seconds ...[0m
2023-09-15 22:33:37,272:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1276*** [0m
2023-09-15 22:33:37,279:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.44434[0m
2023-09-15 22:33:37,279:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0445 || HITRATE@5 Avg: 0.1563 || HITRATE@10 Avg: 0.2401 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1276[0m
2023-09-15 22:33:37,279:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 22:33:41,649:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.369687 seconds ...[0m
2023-09-15 22:33:41,706:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.44075[0m
2023-09-15 22:33:41,707:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 22:33:41,707:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 22:33:46,434:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.726977 seconds ...[0m
2023-09-15 22:33:46,496:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.43770[0m
2023-09-15 22:33:46,497:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 22:33:46,497:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 22:33:51,251:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.754191 seconds ...[0m
2023-09-15 22:33:51,308:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.43935[0m
2023-09-15 22:33:51,308:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 22:33:51,308:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 22:33:55,823:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.514586 seconds ...[0m
2023-09-15 22:33:55,898:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.43595[0m
2023-09-15 22:33:55,898:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 22:33:55,898:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 22:34:00,577:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.678227 seconds ...[0m
2023-09-15 22:34:02,046:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.407377 seconds ...[0m
2023-09-15 22:34:02,047:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1289*** [0m
2023-09-15 22:34:02,058:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.43876[0m
2023-09-15 22:34:02,058:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0447 || HITRATE@5 Avg: 0.1570 || HITRATE@10 Avg: 0.2462 || NDCG@5 Avg: 0.1001 || NDCG@10 Avg: 0.1289[0m
2023-09-15 22:34:02,058:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 22:34:06,464:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.405291 seconds ...[0m
2023-09-15 22:34:06,523:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.43078[0m
2023-09-15 22:34:06,524:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 22:34:06,524:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 22:34:11,422:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.897748 seconds ...[0m
2023-09-15 22:34:11,477:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.43653[0m
2023-09-15 22:34:11,477:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 22:34:11,477:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 22:34:16,038:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.560487 seconds ...[0m
2023-09-15 22:34:16,097:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.43530[0m
2023-09-15 22:34:16,097:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 22:34:16,097:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 22:34:20,362:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.264486 seconds ...[0m
2023-09-15 22:34:20,418:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.43213[0m
2023-09-15 22:34:20,418:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 22:34:20,418:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 22:34:25,366:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.947723 seconds ...[0m
2023-09-15 22:34:26,697:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.271989 seconds ...[0m
2023-09-15 22:34:26,697:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1308*** [0m
2023-09-15 22:34:26,704:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.42468[0m
2023-09-15 22:34:26,704:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0464 || HITRATE@5 Avg: 0.1613 || HITRATE@10 Avg: 0.2459 || NDCG@5 Avg: 0.1036 || NDCG@10 Avg: 0.1308[0m
2023-09-15 22:34:26,705:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 22:34:31,378:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.673363 seconds ...[0m
2023-09-15 22:34:31,434:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.43074[0m
2023-09-15 22:34:31,434:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 22:34:31,434:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 22:34:36,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.610627 seconds ...[0m
2023-09-15 22:34:36,111:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.42738[0m
2023-09-15 22:34:36,111:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 22:34:36,111:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 22:34:40,805:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.693004 seconds ...[0m
2023-09-15 22:34:40,882:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.43042[0m
2023-09-15 22:34:40,883:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 22:34:40,883:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 22:34:45,184:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.300576 seconds ...[0m
2023-09-15 22:34:45,242:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.42372[0m
2023-09-15 22:34:45,242:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 22:34:45,242:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 22:34:49,835:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.592415 seconds ...[0m
2023-09-15 22:34:51,294:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.397254 seconds ...[0m
2023-09-15 22:34:51,294:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1315*** [0m
2023-09-15 22:34:51,301:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.42750[0m
2023-09-15 22:34:51,301:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0455 || HITRATE@5 Avg: 0.1631 || HITRATE@10 Avg: 0.2474 || NDCG@5 Avg: 0.1043 || NDCG@10 Avg: 0.1315[0m
2023-09-15 22:34:51,301:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 22:34:55,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.496289 seconds ...[0m
2023-09-15 22:34:55,884:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.42530[0m
2023-09-15 22:34:55,884:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 22:34:55,885:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 22:35:00,121:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.236371 seconds ...[0m
2023-09-15 22:35:00,176:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.42148[0m
2023-09-15 22:35:00,176:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 22:35:00,176:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 22:35:04,859:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.683072 seconds ...[0m
2023-09-15 22:35:04,925:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.42860[0m
2023-09-15 22:35:04,925:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 22:35:04,925:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 22:35:09,714:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.788726 seconds ...[0m
2023-09-15 22:35:09,771:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.42214[0m
2023-09-15 22:35:09,771:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 22:35:09,771:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 22:35:13,900:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.128293 seconds ...[0m
2023-09-15 22:35:15,292:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.336050 seconds ...[0m
2023-09-15 22:35:15,292:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1348*** [0m
2023-09-15 22:35:15,299:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.42304[0m
2023-09-15 22:35:15,299:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0487 || HITRATE@5 Avg: 0.1652 || HITRATE@10 Avg: 0.2530 || NDCG@5 Avg: 0.1067 || NDCG@10 Avg: 0.1348[0m
2023-09-15 22:35:15,300:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 22:35:19,989:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.689299 seconds ...[0m
2023-09-15 22:35:20,046:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.41799[0m
2023-09-15 22:35:20,047:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 22:35:20,047:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 22:35:24,470:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.422813 seconds ...[0m
2023-09-15 22:35:24,546:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.41581[0m
2023-09-15 22:35:24,547:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 22:35:24,547:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 22:35:29,686:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.138885 seconds ...[0m
2023-09-15 22:35:29,748:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.41635[0m
2023-09-15 22:35:29,748:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 22:35:29,748:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 22:35:34,622:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.873956 seconds ...[0m
2023-09-15 22:35:34,679:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.42037[0m
2023-09-15 22:35:34,680:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 22:35:34,680:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 22:35:39,211:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.530972 seconds ...[0m
2023-09-15 22:35:40,647:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.371435 seconds ...[0m
2023-09-15 22:35:40,647:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.41490[0m
2023-09-15 22:35:40,647:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1637 || HITRATE@10 Avg: 0.2515 || NDCG@5 Avg: 0.1057 || NDCG@10 Avg: 0.1339[0m
2023-09-15 22:35:40,647:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 22:35:45,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.607342 seconds ...[0m
2023-09-15 22:35:45,318:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.41548[0m
2023-09-15 22:35:45,318:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 22:35:45,318:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 22:35:50,115:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.796311 seconds ...[0m
2023-09-15 22:35:50,178:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.41364[0m
2023-09-15 22:35:50,178:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 22:35:50,178:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 22:35:54,557:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.378641 seconds ...[0m
2023-09-15 22:35:54,614:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.41300[0m
2023-09-15 22:35:54,614:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 22:35:54,614:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 22:35:59,303:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.688808 seconds ...[0m
2023-09-15 22:35:59,393:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.41293[0m
2023-09-15 22:35:59,394:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 22:35:59,394:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 22:36:04,190:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.796165 seconds ...[0m
2023-09-15 22:36:05,628:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.367549 seconds ...[0m
2023-09-15 22:36:05,629:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1362*** [0m
2023-09-15 22:36:05,640:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.41343[0m
2023-09-15 22:36:05,640:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1637 || HITRATE@10 Avg: 0.2545 || NDCG@5 Avg: 0.1069 || NDCG@10 Avg: 0.1362[0m
2023-09-15 22:36:05,641:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 22:36:10,610:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.969473 seconds ...[0m
2023-09-15 22:36:10,670:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.41360[0m
2023-09-15 22:36:10,670:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 22:36:10,670:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 22:36:15,170:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.500366 seconds ...[0m
2023-09-15 22:36:15,247:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.41078[0m
2023-09-15 22:36:15,247:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 22:36:15,247:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 22:36:19,925:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.677798 seconds ...[0m
2023-09-15 22:36:19,987:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.41158[0m
2023-09-15 22:36:19,988:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 22:36:19,988:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 22:36:24,264:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.276530 seconds ...[0m
2023-09-15 22:36:24,323:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.41021[0m
2023-09-15 22:36:24,323:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 22:36:24,323:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 22:36:28,800:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.476414 seconds ...[0m
2023-09-15 22:36:30,230:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.375920 seconds ...[0m
2023-09-15 22:36:30,230:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1364*** [0m
2023-09-15 22:36:30,237:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.41221[0m
2023-09-15 22:36:30,237:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1695 || HITRATE@10 Avg: 0.2538 || NDCG@5 Avg: 0.1094 || NDCG@10 Avg: 0.1364[0m
2023-09-15 22:36:30,238:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 22:36:34,680:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.442429 seconds ...[0m
2023-09-15 22:36:34,738:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.40547[0m
2023-09-15 22:36:34,738:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 22:36:34,738:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 22:36:39,600:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.861516 seconds ...[0m
2023-09-15 22:36:39,655:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.40872[0m
2023-09-15 22:36:39,655:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 22:36:39,655:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 22:36:44,136:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.480650 seconds ...[0m
2023-09-15 22:36:44,194:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.40803[0m
2023-09-15 22:36:44,194:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 22:36:44,194:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 22:36:48,855:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.660494 seconds ...[0m
2023-09-15 22:36:48,911:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.40545[0m
2023-09-15 22:36:48,912:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 22:36:48,912:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 22:36:53,971:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.059433 seconds ...[0m
2023-09-15 22:36:55,443:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.401383 seconds ...[0m
2023-09-15 22:36:55,443:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1378*** [0m
2023-09-15 22:36:55,450:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.40580[0m
2023-09-15 22:36:55,450:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1659 || HITRATE@10 Avg: 0.2583 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1378[0m
2023-09-15 22:36:55,451:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 22:37:00,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.550379 seconds ...[0m
2023-09-15 22:37:00,060:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.40810[0m
2023-09-15 22:37:00,061:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 22:37:00,061:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 22:37:04,857:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.795918 seconds ...[0m
2023-09-15 22:37:04,923:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.40461[0m
2023-09-15 22:37:04,924:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 22:37:04,924:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 22:37:09,910:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.986289 seconds ...[0m
2023-09-15 22:37:09,983:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.40640[0m
2023-09-15 22:37:09,983:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 22:37:09,983:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 22:37:14,698:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.714940 seconds ...[0m
2023-09-15 22:37:14,759:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.40154[0m
2023-09-15 22:37:14,759:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 22:37:14,759:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 22:37:19,516:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.756052 seconds ...[0m
2023-09-15 22:37:20,938:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.354656 seconds ...[0m
2023-09-15 22:37:20,939:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.40208[0m
2023-09-15 22:37:20,939:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0459 || HITRATE@5 Avg: 0.1689 || HITRATE@10 Avg: 0.2573 || NDCG@5 Avg: 0.1075 || NDCG@10 Avg: 0.1360[0m
2023-09-15 22:37:20,939:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 22:37:25,478:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.538582 seconds ...[0m
2023-09-15 22:37:25,533:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.40404[0m
2023-09-15 22:37:25,533:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 22:37:25,533:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 22:37:30,316:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.782932 seconds ...[0m
2023-09-15 22:37:30,388:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.40014[0m
2023-09-15 22:37:30,389:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 22:37:30,389:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 22:37:35,128:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.738906 seconds ...[0m
2023-09-15 22:37:35,193:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.40374[0m
2023-09-15 22:37:35,194:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 22:37:35,194:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 22:37:39,680:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.485983 seconds ...[0m
2023-09-15 22:37:39,744:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.39751[0m
2023-09-15 22:37:39,744:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 22:37:39,744:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 22:37:43,793:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.048252 seconds ...[0m
2023-09-15 22:37:45,338:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.471318 seconds ...[0m
2023-09-15 22:37:45,339:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1406*** [0m
2023-09-15 22:37:45,346:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.39929[0m
2023-09-15 22:37:45,346:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1727 || HITRATE@10 Avg: 0.2611 || NDCG@5 Avg: 0.1121 || NDCG@10 Avg: 0.1406[0m
2023-09-15 22:37:45,346:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 22:37:50,536:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.189162 seconds ...[0m
2023-09-15 22:37:50,604:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.40017[0m
2023-09-15 22:37:50,604:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 22:37:50,604:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 22:37:55,412:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.807719 seconds ...[0m
2023-09-15 22:37:55,482:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.39849[0m
2023-09-15 22:37:55,482:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 22:37:55,483:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 22:37:59,923:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.440431 seconds ...[0m
2023-09-15 22:37:59,979:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.39966[0m
2023-09-15 22:37:59,979:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 22:37:59,980:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 22:38:04,710:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.730351 seconds ...[0m
2023-09-15 22:38:04,767:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.39810[0m
2023-09-15 22:38:04,768:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 22:38:04,768:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 22:38:08,999:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.230868 seconds ...[0m
2023-09-15 22:38:10,373:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.315244 seconds ...[0m
2023-09-15 22:38:10,373:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.39505[0m
2023-09-15 22:38:10,373:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1710 || HITRATE@10 Avg: 0.2614 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1400[0m
2023-09-15 22:38:10,373:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 22:38:15,449:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.074974 seconds ...[0m
2023-09-15 22:38:15,509:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.39501[0m
2023-09-15 22:38:15,509:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 22:38:15,509:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 22:38:20,754:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.244790 seconds ...[0m
2023-09-15 22:38:20,812:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.39892[0m
2023-09-15 22:38:20,812:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 22:38:20,812:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 22:38:25,730:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.917747 seconds ...[0m
2023-09-15 22:38:25,786:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.39534[0m
2023-09-15 22:38:25,787:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 22:38:25,787:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 22:38:29,838:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.050850 seconds ...[0m
2023-09-15 22:38:29,904:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.39729[0m
2023-09-15 22:38:29,904:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 22:38:29,904:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 22:38:34,670:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.765840 seconds ...[0m
2023-09-15 22:38:36,028:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.295098 seconds ...[0m
2023-09-15 22:38:36,028:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.39069[0m
2023-09-15 22:38:36,028:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1745 || HITRATE@10 Avg: 0.2623 || NDCG@5 Avg: 0.1112 || NDCG@10 Avg: 0.1395[0m
2023-09-15 22:38:36,028:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 22:38:40,217:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.188158 seconds ...[0m
2023-09-15 22:38:40,302:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.39410[0m
2023-09-15 22:38:40,302:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 22:38:40,302:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 22:38:44,632:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.330134 seconds ...[0m
2023-09-15 22:38:44,693:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.39808[0m
2023-09-15 22:38:44,693:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 22:38:44,693:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 22:38:49,411:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.717914 seconds ...[0m
2023-09-15 22:38:49,478:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.39326[0m
2023-09-15 22:38:49,478:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 22:38:49,478:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 22:38:54,269:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.790756 seconds ...[0m
2023-09-15 22:38:54,329:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.39438[0m
2023-09-15 22:38:54,329:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 22:38:54,329:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 22:38:58,883:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.554214 seconds ...[0m
2023-09-15 22:39:00,396:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.458505 seconds ...[0m
2023-09-15 22:39:00,397:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1415*** [0m
2023-09-15 22:39:00,404:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.39300[0m
2023-09-15 22:39:00,404:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1710 || HITRATE@10 Avg: 0.2634 || NDCG@5 Avg: 0.1118 || NDCG@10 Avg: 0.1415[0m
2023-09-15 22:39:00,404:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 22:39:04,670:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.265155 seconds ...[0m
2023-09-15 22:39:04,732:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.39235[0m
2023-09-15 22:39:04,732:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 22:39:04,732:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 22:39:09,013:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.280519 seconds ...[0m
2023-09-15 22:39:09,085:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.39517[0m
2023-09-15 22:39:09,085:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 22:39:09,085:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 22:39:13,742:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.656599 seconds ...[0m
2023-09-15 22:39:13,812:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.39282[0m
2023-09-15 22:39:13,812:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 22:39:13,812:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 22:39:18,266:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.453355 seconds ...[0m
2023-09-15 22:39:18,320:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.39053[0m
2023-09-15 22:39:18,320:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 22:39:18,321:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 22:39:22,554:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.232900 seconds ...[0m
2023-09-15 22:39:24,049:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.438038 seconds ...[0m
2023-09-15 22:39:24,049:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1435*** [0m
2023-09-15 22:39:24,057:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.39263[0m
2023-09-15 22:39:24,058:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0520 || HITRATE@5 Avg: 0.1747 || HITRATE@10 Avg: 0.2682 || NDCG@5 Avg: 0.1135 || NDCG@10 Avg: 0.1435[0m
2023-09-15 22:39:24,058:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 22:39:28,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.604428 seconds ...[0m
2023-09-15 22:39:28,722:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.39172[0m
2023-09-15 22:39:28,722:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 22:39:28,722:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 22:39:33,100:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.377988 seconds ...[0m
2023-09-15 22:39:33,156:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.38966[0m
2023-09-15 22:39:33,156:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 22:39:33,156:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 22:39:37,698:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.542462 seconds ...[0m
2023-09-15 22:39:37,782:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.39012[0m
2023-09-15 22:39:37,782:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 22:39:37,782:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 22:39:42,237:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.454997 seconds ...[0m
2023-09-15 22:39:42,302:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.39188[0m
2023-09-15 22:39:42,302:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 22:39:42,302:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 22:39:46,833:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.530522 seconds ...[0m
2023-09-15 22:39:48,221:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.332153 seconds ...[0m
2023-09-15 22:39:48,222:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.39070[0m
2023-09-15 22:39:48,222:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1748 || HITRATE@10 Avg: 0.2631 || NDCG@5 Avg: 0.1130 || NDCG@10 Avg: 0.1413[0m
2023-09-15 22:39:48,222:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 22:39:53,018:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.795840 seconds ...[0m
2023-09-15 22:39:53,080:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.38739[0m
2023-09-15 22:39:53,080:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 22:39:53,080:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 22:39:57,475:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.393937 seconds ...[0m
2023-09-15 22:39:57,685:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.38682[0m
2023-09-15 22:39:57,685:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 22:39:57,685:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 22:40:01,829:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.143747 seconds ...[0m
2023-09-15 22:40:01,887:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.39120[0m
2023-09-15 22:40:01,887:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 22:40:01,888:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 22:40:06,713:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.825198 seconds ...[0m
2023-09-15 22:40:06,774:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.38981[0m
2023-09-15 22:40:06,774:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 22:40:06,774:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 22:40:11,520:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.744881 seconds ...[0m
2023-09-15 22:40:12,940:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.350945 seconds ...[0m
2023-09-15 22:40:12,941:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1437*** [0m
2023-09-15 22:40:12,948:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.38837[0m
2023-09-15 22:40:12,948:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0523 || HITRATE@5 Avg: 0.1760 || HITRATE@10 Avg: 0.2684 || NDCG@5 Avg: 0.1141 || NDCG@10 Avg: 0.1437[0m
2023-09-15 22:40:12,948:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 22:40:17,748:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.799367 seconds ...[0m
2023-09-15 22:40:17,814:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.38986[0m
2023-09-15 22:40:17,814:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 22:40:17,814:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 22:40:22,234:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.420010 seconds ...[0m
2023-09-15 22:40:22,295:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.38862[0m
2023-09-15 22:40:22,295:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 22:40:22,295:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 22:40:26,750:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.454917 seconds ...[0m
2023-09-15 22:40:26,813:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.38868[0m
2023-09-15 22:40:26,813:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 22:40:26,813:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 22:40:31,667:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.853409 seconds ...[0m
2023-09-15 22:40:31,755:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.38642[0m
2023-09-15 22:40:31,755:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 22:40:31,755:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 22:40:36,512:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.756711 seconds ...[0m
2023-09-15 22:40:37,871:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.287835 seconds ...[0m
2023-09-15 22:40:37,871:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1451*** [0m
2023-09-15 22:40:37,878:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.38590[0m
2023-09-15 22:40:37,878:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0523 || HITRATE@5 Avg: 0.1757 || HITRATE@10 Avg: 0.2704 || NDCG@5 Avg: 0.1147 || NDCG@10 Avg: 0.1451[0m
2023-09-15 22:40:37,878:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 22:40:42,480:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.601859 seconds ...[0m
2023-09-15 22:40:42,538:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.38617[0m
2023-09-15 22:40:42,539:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 22:40:42,539:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 22:40:46,935:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.395974 seconds ...[0m
2023-09-15 22:40:46,994:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.38472[0m
2023-09-15 22:40:46,994:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 22:40:46,994:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 22:40:51,407:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.412693 seconds ...[0m
2023-09-15 22:40:51,478:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.38053[0m
2023-09-15 22:40:51,478:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 22:40:51,478:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 22:40:56,090:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.611904 seconds ...[0m
2023-09-15 22:40:56,149:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.38382[0m
2023-09-15 22:40:56,150:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 22:40:56,150:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 22:41:01,077:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.926883 seconds ...[0m
2023-09-15 22:41:02,494:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.362337 seconds ...[0m
2023-09-15 22:41:02,495:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.38170[0m
2023-09-15 22:41:02,495:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0523 || HITRATE@5 Avg: 0.1753 || HITRATE@10 Avg: 0.2690 || NDCG@5 Avg: 0.1143 || NDCG@10 Avg: 0.1444[0m
2023-09-15 22:41:02,495:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 22:41:07,240:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.744817 seconds ...[0m
2023-09-15 22:41:07,302:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.38724[0m
2023-09-15 22:41:07,302:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 22:41:07,302:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 22:41:11,864:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.561454 seconds ...[0m
2023-09-15 22:41:11,942:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.38218[0m
2023-09-15 22:41:11,942:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 22:41:11,942:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 22:41:16,790:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.846984 seconds ...[0m
2023-09-15 22:41:16,865:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.38436[0m
2023-09-15 22:41:16,865:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 22:41:16,865:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 22:41:21,192:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.327110 seconds ...[0m
2023-09-15 22:41:21,253:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.38111[0m
2023-09-15 22:41:21,254:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 22:41:21,254:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 22:41:25,768:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.513724 seconds ...[0m
2023-09-15 22:41:27,169:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.333132 seconds ...[0m
2023-09-15 22:41:27,170:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1457*** [0m
2023-09-15 22:41:27,176:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.38178[0m
2023-09-15 22:41:27,177:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0522 || HITRATE@5 Avg: 0.1770 || HITRATE@10 Avg: 0.2724 || NDCG@5 Avg: 0.1149 || NDCG@10 Avg: 0.1457[0m
2023-09-15 22:41:27,177:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 22:41:31,722:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.545089 seconds ...[0m
2023-09-15 22:41:31,782:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.38128[0m
2023-09-15 22:41:31,783:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 22:41:31,783:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 22:41:36,404:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.620839 seconds ...[0m
2023-09-15 22:41:36,463:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.38833[0m
2023-09-15 22:41:36,463:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 22:41:36,463:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 22:41:40,900:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.435992 seconds ...[0m
2023-09-15 22:41:40,962:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.37787[0m
2023-09-15 22:41:40,963:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 22:41:40,963:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 22:41:45,732:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.769182 seconds ...[0m
2023-09-15 22:41:45,798:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.38074[0m
2023-09-15 22:41:45,798:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 22:41:45,798:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 22:41:50,594:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.795441 seconds ...[0m
2023-09-15 22:41:52,121:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.460191 seconds ...[0m
2023-09-15 22:41:52,122:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1458*** [0m
2023-09-15 22:41:52,130:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.38217[0m
2023-09-15 22:41:52,130:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0517 || HITRATE@5 Avg: 0.1773 || HITRATE@10 Avg: 0.2732 || NDCG@5 Avg: 0.1149 || NDCG@10 Avg: 0.1458[0m
2023-09-15 22:41:52,130:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 22:41:56,329:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.198078 seconds ...[0m
2023-09-15 22:41:56,388:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.37697[0m
2023-09-15 22:41:56,388:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 22:41:56,388:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 22:42:01,132:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.743317 seconds ...[0m
2023-09-15 22:42:01,194:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.38202[0m
2023-09-15 22:42:01,194:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 22:42:01,194:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 22:42:05,739:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.544734 seconds ...[0m
2023-09-15 22:42:05,801:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.37711[0m
2023-09-15 22:42:05,801:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 22:42:05,802:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 22:42:10,239:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.436852 seconds ...[0m
2023-09-15 22:42:10,296:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.38240[0m
2023-09-15 22:42:10,296:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 22:42:10,296:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 22:42:14,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.645076 seconds ...[0m
2023-09-15 22:42:16,329:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.324886 seconds ...[0m
2023-09-15 22:42:16,329:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1475*** [0m
2023-09-15 22:42:16,337:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.37575[0m
2023-09-15 22:42:16,337:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1788 || HITRATE@10 Avg: 0.2743 || NDCG@5 Avg: 0.1167 || NDCG@10 Avg: 0.1475[0m
2023-09-15 22:42:16,337:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 22:42:20,773:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.435725 seconds ...[0m
2023-09-15 22:42:20,835:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.37604[0m
2023-09-15 22:42:20,835:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 22:42:20,835:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 22:42:25,460:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.625345 seconds ...[0m
2023-09-15 22:42:25,533:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.38006[0m
2023-09-15 22:42:25,533:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 22:42:25,533:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 22:42:30,038:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.504498 seconds ...[0m
2023-09-15 22:42:30,096:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.37715[0m
2023-09-15 22:42:30,096:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 22:42:30,096:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 22:42:34,148:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.051570 seconds ...[0m
2023-09-15 22:42:34,214:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.37902[0m
2023-09-15 22:42:34,214:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 22:42:34,214:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 22:42:38,303:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.088525 seconds ...[0m
2023-09-15 22:42:39,777:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.381675 seconds ...[0m
2023-09-15 22:42:39,777:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1480*** [0m
2023-09-15 22:42:39,784:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.37552[0m
2023-09-15 22:42:39,785:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0535 || HITRATE@5 Avg: 0.1815 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1177 || NDCG@10 Avg: 0.1480[0m
2023-09-15 22:42:39,785:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 22:42:44,137:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.352344 seconds ...[0m
2023-09-15 22:42:44,216:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.37777[0m
2023-09-15 22:42:44,217:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 22:42:44,217:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 22:42:48,454:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.236713 seconds ...[0m
2023-09-15 22:42:48,522:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.37439[0m
2023-09-15 22:42:48,522:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 22:42:48,522:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 22:42:53,377:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.854125 seconds ...[0m
2023-09-15 22:42:53,449:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.37482[0m
2023-09-15 22:42:53,449:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 22:42:53,449:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 22:42:58,378:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.928269 seconds ...[0m
2023-09-15 22:42:58,437:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.37658[0m
2023-09-15 22:42:58,437:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 22:42:58,437:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 22:43:03,296:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.858039 seconds ...[0m
2023-09-15 22:43:04,758:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.405480 seconds ...[0m
2023-09-15 22:43:04,759:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1484*** [0m
2023-09-15 22:43:04,766:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.37807[0m
2023-09-15 22:43:04,766:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0541 || HITRATE@5 Avg: 0.1790 || HITRATE@10 Avg: 0.2762 || NDCG@5 Avg: 0.1171 || NDCG@10 Avg: 0.1484[0m
2023-09-15 22:43:04,766:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 22:43:09,491:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.724433 seconds ...[0m
2023-09-15 22:43:09,560:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.37860[0m
2023-09-15 22:43:09,560:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 22:43:09,560:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 22:43:14,298:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.737559 seconds ...[0m
2023-09-15 22:43:14,383:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.37350[0m
2023-09-15 22:43:14,383:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 22:43:14,383:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 22:43:18,819:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.436303 seconds ...[0m
2023-09-15 22:43:18,876:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.37656[0m
2023-09-15 22:43:18,876:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 22:43:18,876:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 22:43:23,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.298886 seconds ...[0m
2023-09-15 22:43:23,236:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.37455[0m
2023-09-15 22:43:23,236:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 22:43:23,236:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 22:43:27,682:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.445198 seconds ...[0m
2023-09-15 22:43:29,183:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.441495 seconds ...[0m
2023-09-15 22:43:29,183:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.37603[0m
2023-09-15 22:43:29,183:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1791 || HITRATE@10 Avg: 0.2770 || NDCG@5 Avg: 0.1162 || NDCG@10 Avg: 0.1477[0m
2023-09-15 22:43:29,184:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 22:43:33,778:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.594582 seconds ...[0m
2023-09-15 22:43:33,847:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.37672[0m
2023-09-15 22:43:33,847:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 22:43:33,847:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 22:43:38,471:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.624028 seconds ...[0m
2023-09-15 22:43:38,541:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.37405[0m
2023-09-15 22:43:38,541:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 22:43:38,541:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 22:43:42,927:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.385357 seconds ...[0m
2023-09-15 22:43:43,010:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.37487[0m
2023-09-15 22:43:43,011:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 22:43:43,011:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 22:43:47,382:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.370539 seconds ...[0m
2023-09-15 22:43:47,443:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.37282[0m
2023-09-15 22:43:47,445:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 22:43:47,445:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 22:43:52,160:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.713997 seconds ...[0m
2023-09-15 22:43:53,684:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.460376 seconds ...[0m
2023-09-15 22:43:53,684:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1505*** [0m
2023-09-15 22:43:53,692:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.37427[0m
2023-09-15 22:43:53,692:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0551 || HITRATE@5 Avg: 0.1851 || HITRATE@10 Avg: 0.2785 || NDCG@5 Avg: 0.1205 || NDCG@10 Avg: 0.1505[0m
2023-09-15 22:43:53,692:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 22:43:58,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.353193 seconds ...[0m
2023-09-15 22:43:58,106:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.37479[0m
2023-09-15 22:43:58,106:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 22:43:58,106:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 22:44:02,887:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.780877 seconds ...[0m
2023-09-15 22:44:02,958:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.37393[0m
2023-09-15 22:44:02,959:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 22:44:02,959:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 22:44:07,537:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.578043 seconds ...[0m
2023-09-15 22:44:07,600:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.37146[0m
2023-09-15 22:44:07,600:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 22:44:07,600:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 22:44:12,649:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 5.048470 seconds ...[0m
2023-09-15 22:44:12,735:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.37169[0m
2023-09-15 22:44:12,735:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 22:44:12,735:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 22:44:17,401:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.665334 seconds ...[0m
2023-09-15 22:44:18,769:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.312969 seconds ...[0m
2023-09-15 22:44:18,769:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.37516[0m
2023-09-15 22:44:18,769:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1805 || HITRATE@10 Avg: 0.2786 || NDCG@5 Avg: 0.1174 || NDCG@10 Avg: 0.1490[0m
2023-09-15 22:44:18,770:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 22:44:23,216:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.446418 seconds ...[0m
2023-09-15 22:44:23,274:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.37382[0m
2023-09-15 22:44:23,274:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 22:44:23,274:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 22:44:27,703:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.428312 seconds ...[0m
2023-09-15 22:44:27,759:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.37003[0m
2023-09-15 22:44:27,759:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 22:44:27,759:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 22:44:32,373:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.613920 seconds ...[0m
2023-09-15 22:44:32,434:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.37310[0m
2023-09-15 22:44:32,434:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 22:44:32,434:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 22:44:37,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.602860 seconds ...[0m
2023-09-15 22:44:37,108:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.36996[0m
2023-09-15 22:44:37,109:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 22:44:37,109:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 22:44:41,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.936449 seconds ...[0m
2023-09-15 22:44:42,492:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.439281 seconds ...[0m
2023-09-15 22:44:43,875:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.382986 seconds ...[0m
2023-09-15 22:44:43,876:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.37167[0m
2023-09-15 22:44:43,876:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1829 || HITRATE@10 Avg: 0.2773 || NDCG@5 Avg: 0.1181 || NDCG@10 Avg: 0.1484[0m
2023-09-15 22:44:43,876:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0543 || HITRATE@5 Avg: 0.1662 || HITRATE@10 Avg: 0.2561 || NDCG@5 Avg: 0.1107 || NDCG@10 Avg: 0.1396[0m
2023-09-15 22:44:45,406:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.369958     198
1   valid   HITRATE@1  0.055132     190
2   valid   HITRATE@5  0.185099     190
3   valid  HITRATE@10  0.278642     195
4   valid      NDCG@5  0.120521     190
5   valid     NDCG@10  0.150539     190
6    test   HITRATE@1  0.054305       0
7    test   HITRATE@5  0.166225       0
8    test  HITRATE@10  0.256126       0
9    test      NDCG@5  0.110734       0
10   test     NDCG@10  0.139600       0[0m
2023-09-15 22:44:45,407:	[1;35m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/1-0915222802[0m
2023-09-15 22:44:45,454:	[1;35m[Wall TIME] >>> Coach.summary takes 1.577855 seconds ...[0m
2023-09-15 22:44:45,454:	[1;35m[Coach] >>> Load best model @Epoch 190  [0m
2023-09-15 22:44:46,907:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.311691 seconds ...[0m
2023-09-15 22:44:48,219:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.311608 seconds ...[0m
2023-09-15 22:44:48,219:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>> [0m
2023-09-15 22:44:48,219:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0551 || HITRATE@5 Avg: 0.1851 || HITRATE@10 Avg: 0.2785 || NDCG@5 Avg: 0.1205 || NDCG@10 Avg: 0.1505[0m
2023-09-15 22:44:48,220:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0543 || HITRATE@5 Avg: 0.1679 || HITRATE@10 Avg: 0.2588 || NDCG@5 Avg: 0.1114 || NDCG@10 Avg: 0.1407[0m
2023-09-15 22:44:48,228:	[1;35m[Wall TIME] >>> Coach.fit takes 993.190137 seconds ...[0m
