2023-09-15 20:19:30,322:	========================================================================
2023-09-15 20:19:30,322:	========================================================================
2023-09-15 20:19:30,322:	========================================================================
2023-09-15 20:19:30,322:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 20:19:30,323:	[1;34m[Seed] >>> Set seed: 3[0m
2023-09-15 20:19:30,323:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.98] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 200] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0915201927] 
[maxlen: 50] 
[maxlen4graph: 50] 
[num_heads: 1] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.3] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/2] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/2-0915201927] 
[0m
2023-09-15 20:19:30,324:	[1;34m[Wall TIME] >>> Parser.compile takes 0.007723 seconds ...[0m
2023-09-15 20:19:30,332:	[1;34m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.User,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.ID,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-15 20:19:30,532:	[1;34m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-15 20:19:30,533:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.208321 seconds ...[0m
2023-09-15 20:19:30,690:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.076934 seconds ...[0m
2023-09-15 20:19:30,951:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.260049 seconds ...[0m
2023-09-15 20:19:31,050:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.098607 seconds ...[0m
2023-09-15 20:19:34,298:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 20:19:34,298:	[1;34m[Wall TIME] >>> Coach.compile takes 0.000752 seconds ...[0m
2023-09-15 20:19:36,585:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.260778 seconds ...[0m
2023-09-15 20:19:36,585:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0005*** [0m
2023-09-15 20:19:36,597:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 20:19:36,597:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0005 || HITRATE@10 Avg: 0.0011 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0005[0m
2023-09-15 20:19:36,597:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 20:19:38,829:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.232107 seconds ...[0m
2023-09-15 20:19:38,876:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.37323[0m
2023-09-15 20:19:38,877:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 20:19:38,877:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 20:19:40,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.077086 seconds ...[0m
2023-09-15 20:19:40,996:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.29556[0m
2023-09-15 20:19:40,996:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 20:19:40,997:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 20:19:43,127:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.130054 seconds ...[0m
2023-09-15 20:19:43,172:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.21000[0m
2023-09-15 20:19:43,172:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 20:19:43,172:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 20:19:45,497:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.325178 seconds ...[0m
2023-09-15 20:19:45,544:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 1.13508[0m
2023-09-15 20:19:45,544:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 20:19:45,544:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 20:19:47,712:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.167723 seconds ...[0m
2023-09-15 20:19:49,871:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.111728 seconds ...[0m
2023-09-15 20:19:49,871:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0164*** [0m
2023-09-15 20:19:49,886:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 1.06851[0m
2023-09-15 20:19:49,886:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0179 || HITRATE@10 Avg: 0.0270 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0164[0m
2023-09-15 20:19:49,886:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 20:19:51,933:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.047038 seconds ...[0m
2023-09-15 20:19:51,977:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 1.01971[0m
2023-09-15 20:19:51,977:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 20:19:51,977:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 20:19:54,420:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.442684 seconds ...[0m
2023-09-15 20:19:54,467:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.98020[0m
2023-09-15 20:19:54,467:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 20:19:54,467:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 20:19:56,608:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.140803 seconds ...[0m
2023-09-15 20:19:56,664:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.93766[0m
2023-09-15 20:19:56,664:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 20:19:56,664:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 20:19:58,772:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.107432 seconds ...[0m
2023-09-15 20:19:58,816:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.90165[0m
2023-09-15 20:19:58,816:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 20:19:58,816:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 20:20:00,937:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.120913 seconds ...[0m
2023-09-15 20:20:03,144:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.160908 seconds ...[0m
2023-09-15 20:20:03,145:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0252*** [0m
2023-09-15 20:20:03,160:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.86890[0m
2023-09-15 20:20:03,160:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0287 || HITRATE@10 Avg: 0.0460 || NDCG@5 Avg: 0.0196 || NDCG@10 Avg: 0.0252[0m
2023-09-15 20:20:03,160:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 20:20:05,308:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.147782 seconds ...[0m
2023-09-15 20:20:05,360:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.84447[0m
2023-09-15 20:20:05,360:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 20:20:05,361:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 20:20:07,409:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.048275 seconds ...[0m
2023-09-15 20:20:07,452:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.82046[0m
2023-09-15 20:20:07,452:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 20:20:07,452:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 20:20:09,539:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.087271 seconds ...[0m
2023-09-15 20:20:09,587:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.78761[0m
2023-09-15 20:20:09,587:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 20:20:09,587:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 20:20:11,717:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.129588 seconds ...[0m
2023-09-15 20:20:11,767:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.75983[0m
2023-09-15 20:20:11,767:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 20:20:11,767:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 20:20:13,981:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.213299 seconds ...[0m
2023-09-15 20:20:16,021:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.990561 seconds ...[0m
2023-09-15 20:20:16,021:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0278*** [0m
2023-09-15 20:20:16,035:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.73823[0m
2023-09-15 20:20:16,036:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0218 || NDCG@10 Avg: 0.0278[0m
2023-09-15 20:20:16,036:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 20:20:18,517:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.481060 seconds ...[0m
2023-09-15 20:20:18,560:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.71805[0m
2023-09-15 20:20:18,560:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 20:20:18,560:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 20:20:20,633:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.073102 seconds ...[0m
2023-09-15 20:20:20,692:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.69457[0m
2023-09-15 20:20:20,692:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 20:20:20,692:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 20:20:22,770:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.077481 seconds ...[0m
2023-09-15 20:20:22,822:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.67548[0m
2023-09-15 20:20:22,823:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 20:20:22,823:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 20:20:24,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.034043 seconds ...[0m
2023-09-15 20:20:24,901:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.66266[0m
2023-09-15 20:20:24,901:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 20:20:24,901:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 20:20:27,052:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.150820 seconds ...[0m
2023-09-15 20:20:29,133:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.038194 seconds ...[0m
2023-09-15 20:20:29,133:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0322*** [0m
2023-09-15 20:20:29,149:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.63963[0m
2023-09-15 20:20:29,149:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0399 || HITRATE@10 Avg: 0.0622 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0322[0m
2023-09-15 20:20:29,149:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 20:20:31,266:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.116912 seconds ...[0m
2023-09-15 20:20:31,319:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.62280[0m
2023-09-15 20:20:31,319:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 20:20:31,319:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 20:20:33,477:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.157584 seconds ...[0m
2023-09-15 20:20:33,527:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.60492[0m
2023-09-15 20:20:33,527:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 20:20:33,527:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 20:20:35,627:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.100071 seconds ...[0m
2023-09-15 20:20:35,670:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.58879[0m
2023-09-15 20:20:35,670:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 20:20:35,670:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 20:20:37,822:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.151914 seconds ...[0m
2023-09-15 20:20:37,868:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.57404[0m
2023-09-15 20:20:37,868:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 20:20:37,868:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 20:20:40,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.203173 seconds ...[0m
2023-09-15 20:20:42,402:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.283960 seconds ...[0m
2023-09-15 20:20:42,402:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0370*** [0m
2023-09-15 20:20:42,415:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.55824[0m
2023-09-15 20:20:42,415:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0454 || HITRATE@10 Avg: 0.0706 || NDCG@5 Avg: 0.0290 || NDCG@10 Avg: 0.0370[0m
2023-09-15 20:20:42,415:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 20:20:44,336:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.920392 seconds ...[0m
2023-09-15 20:20:44,384:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.54976[0m
2023-09-15 20:20:44,385:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 20:20:44,385:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 20:20:46,287:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.901934 seconds ...[0m
2023-09-15 20:20:46,333:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53353[0m
2023-09-15 20:20:46,333:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 20:20:46,333:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 20:20:48,277:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.943728 seconds ...[0m
2023-09-15 20:20:48,327:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52100[0m
2023-09-15 20:20:48,327:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 20:20:48,327:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 20:20:50,265:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.937842 seconds ...[0m
2023-09-15 20:20:50,321:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.50955[0m
2023-09-15 20:20:50,321:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 20:20:50,321:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 20:20:52,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.919882 seconds ...[0m
2023-09-15 20:20:54,337:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.045184 seconds ...[0m
2023-09-15 20:20:54,337:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0397*** [0m
2023-09-15 20:20:54,355:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.49605[0m
2023-09-15 20:20:54,355:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0751 || NDCG@5 Avg: 0.0311 || NDCG@10 Avg: 0.0397[0m
2023-09-15 20:20:54,355:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 20:20:56,256:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.900572 seconds ...[0m
2023-09-15 20:20:56,303:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.48938[0m
2023-09-15 20:20:56,303:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 20:20:56,304:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 20:20:58,222:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.918470 seconds ...[0m
2023-09-15 20:20:58,276:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.47951[0m
2023-09-15 20:20:58,276:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 20:20:58,277:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 20:21:00,243:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.965999 seconds ...[0m
2023-09-15 20:21:00,285:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.46718[0m
2023-09-15 20:21:00,285:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 20:21:00,285:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 20:21:02,216:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.930939 seconds ...[0m
2023-09-15 20:21:02,287:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.45631[0m
2023-09-15 20:21:02,288:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 20:21:02,288:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 20:21:04,345:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.056966 seconds ...[0m
2023-09-15 20:21:06,544:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.156616 seconds ...[0m
2023-09-15 20:21:06,544:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0430*** [0m
2023-09-15 20:21:06,556:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.44829[0m
2023-09-15 20:21:06,557:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0796 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0430[0m
2023-09-15 20:21:06,557:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 20:21:08,467:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.910486 seconds ...[0m
2023-09-15 20:21:08,515:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.44019[0m
2023-09-15 20:21:08,515:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 20:21:08,515:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 20:21:10,474:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.959253 seconds ...[0m
2023-09-15 20:21:10,527:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.42700[0m
2023-09-15 20:21:10,527:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 20:21:10,527:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 20:21:12,499:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.972244 seconds ...[0m
2023-09-15 20:21:12,546:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.41999[0m
2023-09-15 20:21:12,546:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 20:21:12,546:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 20:21:14,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.953801 seconds ...[0m
2023-09-15 20:21:14,545:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.41471[0m
2023-09-15 20:21:14,545:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 20:21:14,545:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 20:21:16,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.036016 seconds ...[0m
2023-09-15 20:21:18,527:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.901755 seconds ...[0m
2023-09-15 20:21:18,527:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0450*** [0m
2023-09-15 20:21:18,541:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.40316[0m
2023-09-15 20:21:18,541:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0557 || HITRATE@10 Avg: 0.0830 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0450[0m
2023-09-15 20:21:18,542:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 20:21:20,484:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.942113 seconds ...[0m
2023-09-15 20:21:20,529:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.40061[0m
2023-09-15 20:21:20,529:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 20:21:20,529:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 20:21:22,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.948903 seconds ...[0m
2023-09-15 20:21:22,540:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.39103[0m
2023-09-15 20:21:22,541:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 20:21:22,541:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 20:21:24,534:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.992691 seconds ...[0m
2023-09-15 20:21:24,590:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.38315[0m
2023-09-15 20:21:24,590:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 20:21:24,590:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 20:21:26,534:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.943617 seconds ...[0m
2023-09-15 20:21:26,579:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.37952[0m
2023-09-15 20:21:26,579:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 20:21:26,580:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 20:21:28,488:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.908706 seconds ...[0m
2023-09-15 20:21:30,413:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.879536 seconds ...[0m
2023-09-15 20:21:30,414:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0482*** [0m
2023-09-15 20:21:30,426:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.37085[0m
2023-09-15 20:21:30,427:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0191 || HITRATE@5 Avg: 0.0582 || HITRATE@10 Avg: 0.0864 || NDCG@5 Avg: 0.0391 || NDCG@10 Avg: 0.0482[0m
2023-09-15 20:21:30,427:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 20:21:32,316:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.888798 seconds ...[0m
2023-09-15 20:21:32,357:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.36390[0m
2023-09-15 20:21:32,358:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 20:21:32,358:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 20:21:34,288:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.930141 seconds ...[0m
2023-09-15 20:21:34,339:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.35929[0m
2023-09-15 20:21:34,339:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 20:21:34,339:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 20:21:36,234:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.894127 seconds ...[0m
2023-09-15 20:21:36,283:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.35539[0m
2023-09-15 20:21:36,284:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 20:21:36,284:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 20:21:38,218:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.934490 seconds ...[0m
2023-09-15 20:21:38,264:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.34760[0m
2023-09-15 20:21:38,264:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 20:21:38,264:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 20:21:40,214:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.950345 seconds ...[0m
2023-09-15 20:21:42,214:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.956925 seconds ...[0m
2023-09-15 20:21:42,215:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0492*** [0m
2023-09-15 20:21:42,227:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.34273[0m
2023-09-15 20:21:42,227:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0196 || HITRATE@5 Avg: 0.0599 || HITRATE@10 Avg: 0.0879 || NDCG@5 Avg: 0.0402 || NDCG@10 Avg: 0.0492[0m
2023-09-15 20:21:42,227:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 20:21:44,163:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.935527 seconds ...[0m
2023-09-15 20:21:44,213:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.33680[0m
2023-09-15 20:21:44,213:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 20:21:44,213:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 20:21:46,204:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.990241 seconds ...[0m
2023-09-15 20:21:46,249:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.33111[0m
2023-09-15 20:21:46,249:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 20:21:46,249:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 20:21:48,113:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.863250 seconds ...[0m
2023-09-15 20:21:48,161:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.32707[0m
2023-09-15 20:21:48,161:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 20:21:48,161:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 20:21:50,052:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.890225 seconds ...[0m
2023-09-15 20:21:50,093:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.32252[0m
2023-09-15 20:21:50,093:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 20:21:50,093:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 20:21:52,032:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.938307 seconds ...[0m
2023-09-15 20:21:54,084:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.006837 seconds ...[0m
2023-09-15 20:21:54,084:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0501*** [0m
2023-09-15 20:21:54,097:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.31897[0m
2023-09-15 20:21:54,097:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0197 || HITRATE@5 Avg: 0.0608 || HITRATE@10 Avg: 0.0898 || NDCG@5 Avg: 0.0408 || NDCG@10 Avg: 0.0501[0m
2023-09-15 20:21:54,097:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 20:21:55,995:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.897694 seconds ...[0m
2023-09-15 20:21:56,039:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.31400[0m
2023-09-15 20:21:56,040:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 20:21:56,040:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 20:21:57,998:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.958354 seconds ...[0m
2023-09-15 20:21:58,043:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.31009[0m
2023-09-15 20:21:58,043:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 20:21:58,043:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 20:22:00,049:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.005956 seconds ...[0m
2023-09-15 20:22:00,092:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.30510[0m
2023-09-15 20:22:00,092:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 20:22:00,092:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 20:22:02,027:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.934182 seconds ...[0m
2023-09-15 20:22:02,075:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.30200[0m
2023-09-15 20:22:02,075:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 20:22:02,075:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 20:22:04,009:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.933015 seconds ...[0m
2023-09-15 20:22:06,058:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.005409 seconds ...[0m
2023-09-15 20:22:06,058:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0511*** [0m
2023-09-15 20:22:06,075:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.29417[0m
2023-09-15 20:22:06,075:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0205 || HITRATE@5 Avg: 0.0622 || HITRATE@10 Avg: 0.0916 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0511[0m
2023-09-15 20:22:06,075:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 20:22:08,010:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.935360 seconds ...[0m
2023-09-15 20:22:08,056:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.29612[0m
2023-09-15 20:22:08,056:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 20:22:08,056:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 20:22:09,955:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.898994 seconds ...[0m
2023-09-15 20:22:10,000:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.28750[0m
2023-09-15 20:22:10,000:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 20:22:10,000:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 20:22:11,932:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.931599 seconds ...[0m
2023-09-15 20:22:11,974:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.28849[0m
2023-09-15 20:22:11,974:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 20:22:11,974:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 20:22:13,870:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.895217 seconds ...[0m
2023-09-15 20:22:13,912:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.28733[0m
2023-09-15 20:22:13,912:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 20:22:13,912:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 20:22:15,833:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.921355 seconds ...[0m
2023-09-15 20:22:17,915:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.034713 seconds ...[0m
2023-09-15 20:22:17,916:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0518*** [0m
2023-09-15 20:22:17,930:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.28136[0m
2023-09-15 20:22:17,930:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0203 || HITRATE@5 Avg: 0.0630 || HITRATE@10 Avg: 0.0926 || NDCG@5 Avg: 0.0423 || NDCG@10 Avg: 0.0518[0m
2023-09-15 20:22:17,930:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 20:22:19,925:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.994637 seconds ...[0m
2023-09-15 20:22:19,970:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.27798[0m
2023-09-15 20:22:19,970:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 20:22:19,970:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 20:22:21,904:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.934019 seconds ...[0m
2023-09-15 20:22:21,949:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.27600[0m
2023-09-15 20:22:21,949:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 20:22:21,949:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 20:22:23,934:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.984786 seconds ...[0m
2023-09-15 20:22:23,977:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.27366[0m
2023-09-15 20:22:23,977:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 20:22:23,977:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 20:22:25,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.920257 seconds ...[0m
2023-09-15 20:22:25,947:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.26827[0m
2023-09-15 20:22:25,947:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 20:22:25,947:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 20:22:27,926:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.978728 seconds ...[0m
2023-09-15 20:22:29,860:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.882925 seconds ...[0m
2023-09-15 20:22:29,860:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0530*** [0m
2023-09-15 20:22:29,873:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.26740[0m
2023-09-15 20:22:29,873:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0217 || HITRATE@5 Avg: 0.0643 || HITRATE@10 Avg: 0.0943 || NDCG@5 Avg: 0.0434 || NDCG@10 Avg: 0.0530[0m
2023-09-15 20:22:29,873:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 20:22:31,862:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.988781 seconds ...[0m
2023-09-15 20:22:31,909:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.26323[0m
2023-09-15 20:22:31,909:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 20:22:31,909:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 20:22:33,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.989018 seconds ...[0m
2023-09-15 20:22:33,949:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.26252[0m
2023-09-15 20:22:33,950:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 20:22:33,950:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 20:22:35,934:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.983884 seconds ...[0m
2023-09-15 20:22:35,989:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.26136[0m
2023-09-15 20:22:35,990:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 20:22:35,990:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 20:22:37,946:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.956530 seconds ...[0m
2023-09-15 20:22:37,992:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.25648[0m
2023-09-15 20:22:37,992:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 20:22:37,992:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 20:22:39,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.990302 seconds ...[0m
2023-09-15 20:22:42,026:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.992616 seconds ...[0m
2023-09-15 20:22:42,026:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.25674[0m
2023-09-15 20:22:42,026:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0216 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0438 || NDCG@10 Avg: 0.0529[0m
2023-09-15 20:22:42,026:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 20:22:43,974:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.947137 seconds ...[0m
2023-09-15 20:22:44,016:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.25738[0m
2023-09-15 20:22:44,016:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 20:22:44,016:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 20:22:45,917:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.901291 seconds ...[0m
2023-09-15 20:22:45,965:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.24871[0m
2023-09-15 20:22:45,965:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 20:22:45,965:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 20:22:47,883:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.917776 seconds ...[0m
2023-09-15 20:22:47,928:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.24995[0m
2023-09-15 20:22:47,928:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 20:22:47,928:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 20:22:49,870:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.942033 seconds ...[0m
2023-09-15 20:22:49,918:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.24363[0m
2023-09-15 20:22:49,918:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 20:22:49,918:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 20:22:51,861:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.942444 seconds ...[0m
2023-09-15 20:22:53,851:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.936888 seconds ...[0m
2023-09-15 20:22:53,851:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0536*** [0m
2023-09-15 20:22:53,863:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.24479[0m
2023-09-15 20:22:53,864:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0222 || HITRATE@5 Avg: 0.0663 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0536[0m
2023-09-15 20:22:53,864:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 20:22:55,776:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.912295 seconds ...[0m
2023-09-15 20:22:55,825:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.24214[0m
2023-09-15 20:22:55,825:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 20:22:55,825:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 20:22:57,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.930086 seconds ...[0m
2023-09-15 20:22:57,799:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.23892[0m
2023-09-15 20:22:57,799:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 20:22:57,800:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 20:22:59,772:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.972099 seconds ...[0m
2023-09-15 20:22:59,825:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.24109[0m
2023-09-15 20:22:59,825:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 20:22:59,825:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 20:23:01,816:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.990780 seconds ...[0m
2023-09-15 20:23:01,873:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.23660[0m
2023-09-15 20:23:01,873:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 20:23:01,873:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 20:23:03,858:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.985122 seconds ...[0m
2023-09-15 20:23:05,935:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.033922 seconds ...[0m
2023-09-15 20:23:05,936:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0538*** [0m
2023-09-15 20:23:05,950:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.23603[0m
2023-09-15 20:23:05,950:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0656 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0538[0m
2023-09-15 20:23:05,950:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 20:23:07,852:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.901165 seconds ...[0m
2023-09-15 20:23:07,896:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.23350[0m
2023-09-15 20:23:07,897:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 20:23:07,897:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 20:23:09,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.989234 seconds ...[0m
2023-09-15 20:23:09,930:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.23268[0m
2023-09-15 20:23:09,930:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 20:23:09,930:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 20:23:11,939:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.009058 seconds ...[0m
2023-09-15 20:23:11,988:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.23244[0m
2023-09-15 20:23:11,988:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 20:23:11,988:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 20:23:13,965:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.976364 seconds ...[0m
2023-09-15 20:23:14,008:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.23086[0m
2023-09-15 20:23:14,008:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 20:23:14,008:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 20:23:15,949:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.940724 seconds ...[0m
2023-09-15 20:23:17,924:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.929763 seconds ...[0m
2023-09-15 20:23:17,925:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0553*** [0m
2023-09-15 20:23:17,940:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.23063[0m
2023-09-15 20:23:17,940:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0670 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0553[0m
2023-09-15 20:23:17,940:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 20:23:19,843:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.902724 seconds ...[0m
2023-09-15 20:23:19,887:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.22860[0m
2023-09-15 20:23:19,887:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 20:23:19,887:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 20:23:21,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.988373 seconds ...[0m
2023-09-15 20:23:21,919:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.22334[0m
2023-09-15 20:23:21,920:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 20:23:21,920:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 20:23:23,834:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.913864 seconds ...[0m
2023-09-15 20:23:23,877:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.22272[0m
2023-09-15 20:23:23,877:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 20:23:23,877:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 20:23:25,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.973106 seconds ...[0m
2023-09-15 20:23:25,895:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.22227[0m
2023-09-15 20:23:25,895:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 20:23:25,895:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 20:23:27,815:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.919827 seconds ...[0m
2023-09-15 20:23:29,863:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.984489 seconds ...[0m
2023-09-15 20:23:29,863:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.22107[0m
2023-09-15 20:23:29,863:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0550[0m
2023-09-15 20:23:29,863:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 20:23:31,800:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.936763 seconds ...[0m
2023-09-15 20:23:31,845:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.22200[0m
2023-09-15 20:23:31,845:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 20:23:31,846:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 20:23:33,769:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.923075 seconds ...[0m
2023-09-15 20:23:33,823:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.21877[0m
2023-09-15 20:23:33,824:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 20:23:33,824:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 20:23:35,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.931660 seconds ...[0m
2023-09-15 20:23:35,799:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.21632[0m
2023-09-15 20:23:35,799:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 20:23:35,799:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 20:23:37,723:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.924440 seconds ...[0m
2023-09-15 20:23:37,778:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.21750[0m
2023-09-15 20:23:37,778:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 20:23:37,778:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 20:23:39,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.970007 seconds ...[0m
2023-09-15 20:23:41,761:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.967831 seconds ...[0m
2023-09-15 20:23:41,762:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.21528[0m
2023-09-15 20:23:41,762:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0545[0m
2023-09-15 20:23:41,762:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 20:23:43,722:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.959467 seconds ...[0m
2023-09-15 20:23:43,768:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.21453[0m
2023-09-15 20:23:43,768:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 20:23:43,768:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 20:23:45,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.944427 seconds ...[0m
2023-09-15 20:23:45,762:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.21414[0m
2023-09-15 20:23:45,763:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 20:23:45,763:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 20:23:47,711:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.948019 seconds ...[0m
2023-09-15 20:23:47,760:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.21303[0m
2023-09-15 20:23:47,760:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 20:23:47,760:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 20:23:49,691:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.931062 seconds ...[0m
2023-09-15 20:23:49,734:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.21469[0m
2023-09-15 20:23:49,734:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 20:23:49,734:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 20:23:51,687:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.953313 seconds ...[0m
2023-09-15 20:23:53,705:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.968559 seconds ...[0m
2023-09-15 20:23:53,705:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.20800[0m
2023-09-15 20:23:53,705:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0221 || HITRATE@5 Avg: 0.0675 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0452 || NDCG@10 Avg: 0.0545[0m
2023-09-15 20:23:53,705:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 20:23:55,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.908708 seconds ...[0m
2023-09-15 20:23:55,660:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.20721[0m
2023-09-15 20:23:55,660:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 20:23:55,660:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 20:23:57,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.953885 seconds ...[0m
2023-09-15 20:23:57,656:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.20827[0m
2023-09-15 20:23:57,656:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 20:23:57,656:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 20:23:59,584:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.927608 seconds ...[0m
2023-09-15 20:23:59,632:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.20797[0m
2023-09-15 20:23:59,633:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 20:23:59,633:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 20:24:01,589:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.955773 seconds ...[0m
2023-09-15 20:24:01,632:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.20502[0m
2023-09-15 20:24:01,632:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 20:24:01,632:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 20:24:03,623:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.990679 seconds ...[0m
2023-09-15 20:24:05,668:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.989144 seconds ...[0m
2023-09-15 20:24:05,669:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.20501[0m
2023-09-15 20:24:05,669:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0675 || HITRATE@10 Avg: 0.0982 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0552[0m
2023-09-15 20:24:05,669:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 20:24:07,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.944457 seconds ...[0m
2023-09-15 20:24:07,662:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.20285[0m
2023-09-15 20:24:07,662:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 20:24:07,662:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 20:24:09,642:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.979629 seconds ...[0m
2023-09-15 20:24:09,690:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.20444[0m
2023-09-15 20:24:09,690:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 20:24:09,690:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 20:24:11,616:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.925739 seconds ...[0m
2023-09-15 20:24:11,659:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.20524[0m
2023-09-15 20:24:11,659:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 20:24:11,659:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 20:24:13,646:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.986359 seconds ...[0m
2023-09-15 20:24:13,698:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.20219[0m
2023-09-15 20:24:13,699:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 20:24:13,699:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 20:24:15,677:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.978556 seconds ...[0m
2023-09-15 20:24:17,671:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.933088 seconds ...[0m
2023-09-15 20:24:17,671:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0553*** [0m
2023-09-15 20:24:17,684:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.20395[0m
2023-09-15 20:24:17,685:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0680 || HITRATE@10 Avg: 0.0969 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0553[0m
2023-09-15 20:24:17,685:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 20:24:19,688:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.003003 seconds ...[0m
2023-09-15 20:24:19,734:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.20026[0m
2023-09-15 20:24:19,734:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 20:24:19,734:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 20:24:21,622:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.887686 seconds ...[0m
2023-09-15 20:24:21,665:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.20274[0m
2023-09-15 20:24:21,666:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 20:24:21,666:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 20:24:23,611:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.945673 seconds ...[0m
2023-09-15 20:24:23,654:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.20110[0m
2023-09-15 20:24:23,654:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 20:24:23,654:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 20:24:25,586:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.931836 seconds ...[0m
2023-09-15 20:24:25,632:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.19356[0m
2023-09-15 20:24:25,632:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 20:24:25,632:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 20:24:27,593:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.960605 seconds ...[0m
2023-09-15 20:24:29,506:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.869314 seconds ...[0m
2023-09-15 20:24:29,507:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0554*** [0m
2023-09-15 20:24:29,519:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.19570[0m
2023-09-15 20:24:29,519:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0697 || HITRATE@10 Avg: 0.0974 || NDCG@5 Avg: 0.0465 || NDCG@10 Avg: 0.0554[0m
2023-09-15 20:24:29,519:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 20:24:31,450:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.930531 seconds ...[0m
2023-09-15 20:24:31,502:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.19430[0m
2023-09-15 20:24:31,503:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 20:24:31,503:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 20:24:33,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.997198 seconds ...[0m
2023-09-15 20:24:33,547:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.19691[0m
2023-09-15 20:24:33,547:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 20:24:33,547:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 20:24:35,494:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.946876 seconds ...[0m
2023-09-15 20:24:35,538:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.19701[0m
2023-09-15 20:24:35,538:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 20:24:35,539:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 20:24:37,494:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.955269 seconds ...[0m
2023-09-15 20:24:37,543:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.19533[0m
2023-09-15 20:24:37,544:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 20:24:37,544:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 20:24:39,486:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.942076 seconds ...[0m
2023-09-15 20:24:41,608:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.080231 seconds ...[0m
2023-09-15 20:24:41,609:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.19122[0m
2023-09-15 20:24:41,609:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0218 || HITRATE@5 Avg: 0.0690 || HITRATE@10 Avg: 0.0985 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0553[0m
2023-09-15 20:24:41,609:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 20:24:43,548:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.938753 seconds ...[0m
2023-09-15 20:24:43,599:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.19385[0m
2023-09-15 20:24:43,599:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 20:24:43,599:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 20:24:45,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.962927 seconds ...[0m
2023-09-15 20:24:45,619:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.19557[0m
2023-09-15 20:24:45,619:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 20:24:45,619:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 20:24:47,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.899239 seconds ...[0m
2023-09-15 20:24:47,572:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.19206[0m
2023-09-15 20:24:47,572:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 20:24:47,572:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 20:24:49,519:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.946507 seconds ...[0m
2023-09-15 20:24:49,571:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.19077[0m
2023-09-15 20:24:49,572:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 20:24:49,572:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 20:24:51,536:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.964329 seconds ...[0m
2023-09-15 20:24:53,609:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.023267 seconds ...[0m
2023-09-15 20:24:53,609:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0561*** [0m
2023-09-15 20:24:53,626:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.19101[0m
2023-09-15 20:24:53,626:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0704 || HITRATE@10 Avg: 0.0992 || NDCG@5 Avg: 0.0469 || NDCG@10 Avg: 0.0561[0m
2023-09-15 20:24:53,626:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 20:24:55,568:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.941540 seconds ...[0m
2023-09-15 20:24:55,615:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.18962[0m
2023-09-15 20:24:55,615:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 20:24:55,615:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 20:24:57,619:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.003275 seconds ...[0m
2023-09-15 20:24:57,675:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.18892[0m
2023-09-15 20:24:57,675:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 20:24:57,675:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 20:24:59,636:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.960184 seconds ...[0m
2023-09-15 20:24:59,682:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.18899[0m
2023-09-15 20:24:59,682:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 20:24:59,682:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 20:25:01,675:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.992963 seconds ...[0m
2023-09-15 20:25:01,726:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.18807[0m
2023-09-15 20:25:01,726:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 20:25:01,726:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 20:25:03,699:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.972998 seconds ...[0m
2023-09-15 20:25:05,636:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.888675 seconds ...[0m
2023-09-15 20:25:05,636:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.18980[0m
2023-09-15 20:25:05,636:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0214 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.0989 || NDCG@5 Avg: 0.0462 || NDCG@10 Avg: 0.0556[0m
2023-09-15 20:25:05,636:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 20:25:07,637:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.000585 seconds ...[0m
2023-09-15 20:25:07,679:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.18610[0m
2023-09-15 20:25:07,680:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 20:25:07,680:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 20:25:09,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.882452 seconds ...[0m
2023-09-15 20:25:09,612:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.19030[0m
2023-09-15 20:25:09,612:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 20:25:09,612:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 20:25:11,561:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.948939 seconds ...[0m
2023-09-15 20:25:11,609:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.18519[0m
2023-09-15 20:25:11,609:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 20:25:11,610:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 20:25:13,565:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.955038 seconds ...[0m
2023-09-15 20:25:13,608:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.18592[0m
2023-09-15 20:25:13,608:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 20:25:13,608:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 20:25:15,523:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.914816 seconds ...[0m
2023-09-15 20:25:17,611:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.041655 seconds ...[0m
2023-09-15 20:25:17,611:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.18628[0m
2023-09-15 20:25:17,611:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0688 || HITRATE@10 Avg: 0.0975 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0550[0m
2023-09-15 20:25:17,611:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 20:25:19,515:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.903377 seconds ...[0m
2023-09-15 20:25:19,557:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.18033[0m
2023-09-15 20:25:19,557:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 20:25:19,557:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 20:25:21,451:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.893525 seconds ...[0m
2023-09-15 20:25:21,506:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.18436[0m
2023-09-15 20:25:21,506:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 20:25:21,506:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 20:25:23,495:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.987962 seconds ...[0m
2023-09-15 20:25:23,539:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.18168[0m
2023-09-15 20:25:23,539:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 20:25:23,539:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 20:25:25,490:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.951015 seconds ...[0m
2023-09-15 20:25:25,533:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.18543[0m
2023-09-15 20:25:25,533:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 20:25:25,533:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 20:25:27,470:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.936044 seconds ...[0m
2023-09-15 20:25:29,461:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.947646 seconds ...[0m
2023-09-15 20:25:29,462:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.18179[0m
2023-09-15 20:25:29,462:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0221 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.0993 || NDCG@5 Avg: 0.0465 || NDCG@10 Avg: 0.0560[0m
2023-09-15 20:25:29,462:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 20:25:31,511:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.048109 seconds ...[0m
2023-09-15 20:25:31,557:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.18260[0m
2023-09-15 20:25:31,557:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 20:25:31,557:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 20:25:33,481:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.924328 seconds ...[0m
2023-09-15 20:25:33,536:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.18252[0m
2023-09-15 20:25:33,536:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 20:25:33,536:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 20:25:35,528:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.991099 seconds ...[0m
2023-09-15 20:25:35,579:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.18457[0m
2023-09-15 20:25:35,579:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 20:25:35,579:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 20:25:37,550:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.971404 seconds ...[0m
2023-09-15 20:25:37,619:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.18067[0m
2023-09-15 20:25:37,619:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 20:25:37,619:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 20:25:39,568:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.949270 seconds ...[0m
2023-09-15 20:25:41,625:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.015308 seconds ...[0m
2023-09-15 20:25:41,626:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.18141[0m
2023-09-15 20:25:41,626:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0689 || HITRATE@10 Avg: 0.0978 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0555[0m
2023-09-15 20:25:41,626:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 20:25:43,513:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.887071 seconds ...[0m
2023-09-15 20:25:43,558:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.18040[0m
2023-09-15 20:25:43,558:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 20:25:43,558:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 20:25:45,509:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.950040 seconds ...[0m
2023-09-15 20:25:45,557:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.17917[0m
2023-09-15 20:25:45,557:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 20:25:45,558:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 20:25:47,566:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.008799 seconds ...[0m
2023-09-15 20:25:47,618:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.18020[0m
2023-09-15 20:25:47,618:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 20:25:47,618:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 20:25:49,544:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.925364 seconds ...[0m
2023-09-15 20:25:49,589:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.18084[0m
2023-09-15 20:25:49,589:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 20:25:49,589:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 20:25:51,591:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.002167 seconds ...[0m
2023-09-15 20:25:53,567:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.932778 seconds ...[0m
2023-09-15 20:25:53,568:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.17868[0m
2023-09-15 20:25:53,568:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0224 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.0994 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0557[0m
2023-09-15 20:25:53,568:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 20:25:55,529:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.960247 seconds ...[0m
2023-09-15 20:25:55,585:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.17890[0m
2023-09-15 20:25:55,585:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 20:25:55,585:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 20:25:57,528:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.942672 seconds ...[0m
2023-09-15 20:25:57,572:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.17662[0m
2023-09-15 20:25:57,572:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 20:25:57,572:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 20:25:59,553:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.980355 seconds ...[0m
2023-09-15 20:25:59,610:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.17876[0m
2023-09-15 20:25:59,610:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 20:25:59,611:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 20:26:01,548:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.937123 seconds ...[0m
2023-09-15 20:26:01,597:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.17315[0m
2023-09-15 20:26:01,597:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 20:26:01,597:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 20:26:03,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.939671 seconds ...[0m
2023-09-15 20:26:05,508:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.918046 seconds ...[0m
2023-09-15 20:26:05,509:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.17627[0m
2023-09-15 20:26:05,509:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0702 || HITRATE@10 Avg: 0.0988 || NDCG@5 Avg: 0.0468 || NDCG@10 Avg: 0.0560[0m
2023-09-15 20:26:05,509:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 20:26:07,460:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.950742 seconds ...[0m
2023-09-15 20:26:07,514:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.17858[0m
2023-09-15 20:26:07,514:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 20:26:07,514:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 20:26:09,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.895644 seconds ...[0m
2023-09-15 20:26:09,456:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.17598[0m
2023-09-15 20:26:09,456:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 20:26:09,456:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 20:26:11,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.925969 seconds ...[0m
2023-09-15 20:26:11,428:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.17518[0m
2023-09-15 20:26:11,428:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 20:26:11,428:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 20:26:13,385:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.957029 seconds ...[0m
2023-09-15 20:26:13,432:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.17508[0m
2023-09-15 20:26:13,433:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 20:26:13,433:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 20:26:15,384:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.950617 seconds ...[0m
2023-09-15 20:26:17,358:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.924135 seconds ...[0m
2023-09-15 20:26:17,358:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.17694[0m
2023-09-15 20:26:17,358:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0224 || HITRATE@5 Avg: 0.0681 || HITRATE@10 Avg: 0.0977 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0552[0m
2023-09-15 20:26:17,358:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 20:26:19,295:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.936321 seconds ...[0m
2023-09-15 20:26:19,338:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.17616[0m
2023-09-15 20:26:19,338:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 20:26:19,338:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 20:26:21,274:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.935165 seconds ...[0m
2023-09-15 20:26:21,323:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.17565[0m
2023-09-15 20:26:21,323:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 20:26:21,323:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 20:26:23,322:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.998209 seconds ...[0m
2023-09-15 20:26:23,366:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.17443[0m
2023-09-15 20:26:23,367:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 20:26:23,367:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 20:26:25,289:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.922642 seconds ...[0m
2023-09-15 20:26:25,332:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.17589[0m
2023-09-15 20:26:25,332:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 20:26:25,332:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 20:26:27,265:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.933249 seconds ...[0m
2023-09-15 20:26:29,253:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.941705 seconds ...[0m
2023-09-15 20:26:29,254:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0565*** [0m
2023-09-15 20:26:29,266:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.17182[0m
2023-09-15 20:26:29,266:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0224 || HITRATE@5 Avg: 0.0694 || HITRATE@10 Avg: 0.1008 || NDCG@5 Avg: 0.0464 || NDCG@10 Avg: 0.0565[0m
2023-09-15 20:26:29,267:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 20:26:31,220:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.953548 seconds ...[0m
2023-09-15 20:26:31,265:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.17496[0m
2023-09-15 20:26:31,265:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 20:26:31,265:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 20:26:33,197:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.932041 seconds ...[0m
2023-09-15 20:26:33,239:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.17221[0m
2023-09-15 20:26:33,239:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 20:26:33,239:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 20:26:35,153:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.913774 seconds ...[0m
2023-09-15 20:26:35,210:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.17425[0m
2023-09-15 20:26:35,210:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 20:26:35,210:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 20:26:37,172:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.961889 seconds ...[0m
2023-09-15 20:26:37,218:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.17303[0m
2023-09-15 20:26:37,218:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 20:26:37,218:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 20:26:39,134:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.915481 seconds ...[0m
2023-09-15 20:26:41,159:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.972938 seconds ...[0m
2023-09-15 20:26:41,160:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0568*** [0m
2023-09-15 20:26:41,172:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.17219[0m
2023-09-15 20:26:41,172:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.1004 || NDCG@5 Avg: 0.0472 || NDCG@10 Avg: 0.0568[0m
2023-09-15 20:26:41,173:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 20:26:43,150:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.977046 seconds ...[0m
2023-09-15 20:26:43,195:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.16943[0m
2023-09-15 20:26:43,195:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 20:26:43,196:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 20:26:45,134:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.937753 seconds ...[0m
2023-09-15 20:26:45,184:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.17125[0m
2023-09-15 20:26:45,184:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 20:26:45,184:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 20:26:47,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.915854 seconds ...[0m
2023-09-15 20:26:47,145:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.17010[0m
2023-09-15 20:26:47,146:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 20:26:47,146:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 20:26:49,102:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.956431 seconds ...[0m
2023-09-15 20:26:49,148:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.17157[0m
2023-09-15 20:26:49,149:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 20:26:49,149:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 20:26:51,074:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.924883 seconds ...[0m
2023-09-15 20:26:52,987:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.870553 seconds ...[0m
2023-09-15 20:26:52,987:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.16890[0m
2023-09-15 20:26:52,987:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0218 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.0999 || NDCG@5 Avg: 0.0469 || NDCG@10 Avg: 0.0563[0m
2023-09-15 20:26:52,987:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 20:26:54,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.975605 seconds ...[0m
2023-09-15 20:26:55,052:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.17139[0m
2023-09-15 20:26:55,052:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 20:26:55,052:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 20:26:57,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.020021 seconds ...[0m
2023-09-15 20:26:57,125:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.16954[0m
2023-09-15 20:26:57,125:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 20:26:57,125:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 20:26:59,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.928819 seconds ...[0m
2023-09-15 20:26:59,115:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.17152[0m
2023-09-15 20:26:59,115:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 20:26:59,116:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 20:27:01,070:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.954331 seconds ...[0m
2023-09-15 20:27:01,113:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.17118[0m
2023-09-15 20:27:01,113:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 20:27:01,113:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 20:27:03,085:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.971322 seconds ...[0m
2023-09-15 20:27:05,171:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.034254 seconds ...[0m
2023-09-15 20:27:05,171:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.16993[0m
2023-09-15 20:27:05,172:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0224 || HITRATE@5 Avg: 0.0703 || HITRATE@10 Avg: 0.1006 || NDCG@5 Avg: 0.0467 || NDCG@10 Avg: 0.0564[0m
2023-09-15 20:27:05,172:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 20:27:07,076:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.903992 seconds ...[0m
2023-09-15 20:27:07,118:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.16844[0m
2023-09-15 20:27:07,119:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 20:27:07,119:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 20:27:09,025:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.905942 seconds ...[0m
2023-09-15 20:27:09,077:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.16953[0m
2023-09-15 20:27:09,078:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 20:27:09,078:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 20:27:11,056:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.978682 seconds ...[0m
2023-09-15 20:27:11,103:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.16955[0m
2023-09-15 20:27:11,103:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 20:27:11,103:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 20:27:13,078:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.974671 seconds ...[0m
2023-09-15 20:27:13,131:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.16657[0m
2023-09-15 20:27:13,131:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 20:27:13,131:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 20:27:15,080:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.948744 seconds ...[0m
2023-09-15 20:27:17,079:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.951679 seconds ...[0m
2023-09-15 20:27:17,080:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.16788[0m
2023-09-15 20:27:17,080:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0219 || HITRATE@5 Avg: 0.0696 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0462 || NDCG@10 Avg: 0.0564[0m
2023-09-15 20:27:17,080:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 20:27:19,081:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.000998 seconds ...[0m
2023-09-15 20:27:19,131:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.17196[0m
2023-09-15 20:27:19,132:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 20:27:19,132:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 20:27:21,057:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.925286 seconds ...[0m
2023-09-15 20:27:21,104:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.16957[0m
2023-09-15 20:27:21,104:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 20:27:21,104:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 20:27:23,171:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.066955 seconds ...[0m
2023-09-15 20:27:23,215:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.16699[0m
2023-09-15 20:27:23,215:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 20:27:23,215:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 20:27:25,145:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.929516 seconds ...[0m
2023-09-15 20:27:25,191:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.16651[0m
2023-09-15 20:27:25,191:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 20:27:25,191:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 20:27:27,119:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.928144 seconds ...[0m
2023-09-15 20:27:29,117:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.936582 seconds ...[0m
2023-09-15 20:27:29,117:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.16682[0m
2023-09-15 20:27:29,117:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0219 || HITRATE@5 Avg: 0.0694 || HITRATE@10 Avg: 0.1005 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0561[0m
2023-09-15 20:27:29,117:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 20:27:31,010:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.892465 seconds ...[0m
2023-09-15 20:27:31,064:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.16737[0m
2023-09-15 20:27:31,064:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 20:27:31,064:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 20:27:32,976:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.912377 seconds ...[0m
2023-09-15 20:27:33,019:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.16661[0m
2023-09-15 20:27:33,020:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 20:27:33,020:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 20:27:34,921:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.901620 seconds ...[0m
2023-09-15 20:27:34,964:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.16634[0m
2023-09-15 20:27:34,964:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 20:27:34,964:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 20:27:36,914:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.949428 seconds ...[0m
2023-09-15 20:27:36,957:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.16829[0m
2023-09-15 20:27:36,957:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 20:27:36,957:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 20:27:38,919:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.961569 seconds ...[0m
2023-09-15 20:27:40,945:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.007861 seconds ...[0m
2023-09-15 20:27:42,925:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.980189 seconds ...[0m
2023-09-15 20:27:42,926:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.16397[0m
2023-09-15 20:27:42,926:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.0994 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0556[0m
2023-09-15 20:27:42,926:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0568 || HITRATE@10 Avg: 0.0846 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0467[0m
2023-09-15 20:27:44,464:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.163967     199
1   valid   HITRATE@1  0.023954      95
2   valid   HITRATE@5  0.070575     180
3   valid  HITRATE@10  0.101175     190
4   valid      NDCG@5  0.047194     175
5   valid     NDCG@10  0.056792     175
6    test   HITRATE@1  0.017669       0
7    test   HITRATE@5  0.056821       0
8    test  HITRATE@10  0.084587       0
9    test      NDCG@5  0.037690       0
10   test     NDCG@10  0.046667       0[0m
2023-09-15 20:27:44,464:	[1;34m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/2-0915201927[0m
2023-09-15 20:27:44,518:	[1;34m[Wall TIME] >>> Coach.summary takes 1.592061 seconds ...[0m
2023-09-15 20:27:44,518:	[1;34m[Coach] >>> Load best model @Epoch 175  [0m
2023-09-15 20:27:46,725:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.197706 seconds ...[0m
2023-09-15 20:27:48,818:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 2.092481 seconds ...[0m
2023-09-15 20:27:48,819:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>> [0m
2023-09-15 20:27:48,819:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.1004 || NDCG@5 Avg: 0.0472 || NDCG@10 Avg: 0.0568[0m
2023-09-15 20:27:48,819:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0193 || HITRATE@5 Avg: 0.0582 || HITRATE@10 Avg: 0.0860 || NDCG@5 Avg: 0.0390 || NDCG@10 Avg: 0.0479[0m
2023-09-15 20:27:48,830:	[1;34m[Wall TIME] >>> Coach.fit takes 494.526356 seconds ...[0m
