2023-09-15 20:19:31,282:	========================================================================
2023-09-15 20:19:31,282:	========================================================================
2023-09-15 20:19:31,282:	========================================================================
2023-09-15 20:19:31,282:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 20:19:31,282:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-15 20:19:31,283:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 4] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.98] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 200] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0915201928] 
[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/3] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/3-0915201928] 
[0m
2023-09-15 20:19:31,283:	[1;33m[Wall TIME] >>> Parser.compile takes 0.004872 seconds ...[0m
2023-09-15 20:19:31,292:	[1;33m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.Sparse,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-15 20:19:31,453:	[1;33m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-15 20:19:31,453:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.169657 seconds ...[0m
2023-09-15 20:19:31,598:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.075061 seconds ...[0m
2023-09-15 20:19:31,772:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.173667 seconds ...[0m
2023-09-15 20:19:31,883:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.110727 seconds ...[0m
2023-09-15 20:19:35,165:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 20:19:35,166:	[1;33m[Wall TIME] >>> Coach.compile takes 0.001056 seconds ...[0m
2023-09-15 20:19:37,565:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.374528 seconds ...[0m
2023-09-15 20:19:37,565:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0004*** [0m
2023-09-15 20:19:37,577:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 20:19:37,577:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0005 || HITRATE@10 Avg: 0.0009 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0004[0m
2023-09-15 20:19:37,577:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 20:19:39,728:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.150693 seconds ...[0m
2023-09-15 20:19:39,774:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.36926[0m
2023-09-15 20:19:39,775:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 20:19:39,775:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 20:19:41,821:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.046435 seconds ...[0m
2023-09-15 20:19:41,866:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.28851[0m
2023-09-15 20:19:41,866:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 20:19:41,866:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 20:19:44,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189896 seconds ...[0m
2023-09-15 20:19:44,099:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.20309[0m
2023-09-15 20:19:44,099:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 20:19:44,099:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 20:19:46,252:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152590 seconds ...[0m
2023-09-15 20:19:46,304:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 1.13069[0m
2023-09-15 20:19:46,304:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 20:19:46,304:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 20:19:48,461:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156859 seconds ...[0m
2023-09-15 20:19:50,459:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.947219 seconds ...[0m
2023-09-15 20:19:50,459:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0143*** [0m
2023-09-15 20:19:50,474:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 1.07360[0m
2023-09-15 20:19:50,474:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0151 || HITRATE@10 Avg: 0.0237 || NDCG@5 Avg: 0.0116 || NDCG@10 Avg: 0.0143[0m
2023-09-15 20:19:50,474:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 20:19:52,556:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.082023 seconds ...[0m
2023-09-15 20:19:52,602:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 1.02697[0m
2023-09-15 20:19:52,602:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 20:19:52,602:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 20:19:55,147:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.544026 seconds ...[0m
2023-09-15 20:19:55,210:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.98495[0m
2023-09-15 20:19:55,211:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 20:19:55,211:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 20:19:57,357:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146339 seconds ...[0m
2023-09-15 20:19:57,401:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.94650[0m
2023-09-15 20:19:57,401:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 20:19:57,401:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 20:19:59,594:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.192470 seconds ...[0m
2023-09-15 20:19:59,647:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.90628[0m
2023-09-15 20:19:59,647:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 20:19:59,647:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 20:20:01,691:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.043806 seconds ...[0m
2023-09-15 20:20:03,681:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.947385 seconds ...[0m
2023-09-15 20:20:03,682:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0226*** [0m
2023-09-15 20:20:03,694:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.87015[0m
2023-09-15 20:20:03,694:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0266 || HITRATE@10 Avg: 0.0422 || NDCG@5 Avg: 0.0176 || NDCG@10 Avg: 0.0226[0m
2023-09-15 20:20:03,694:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 20:20:05,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121317 seconds ...[0m
2023-09-15 20:20:05,863:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.84442[0m
2023-09-15 20:20:05,863:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 20:20:05,863:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 20:20:07,938:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074208 seconds ...[0m
2023-09-15 20:20:07,986:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.81472[0m
2023-09-15 20:20:07,986:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 20:20:07,986:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 20:20:10,133:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146876 seconds ...[0m
2023-09-15 20:20:10,179:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.78806[0m
2023-09-15 20:20:10,179:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 20:20:10,179:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 20:20:12,450:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.270152 seconds ...[0m
2023-09-15 20:20:12,497:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.76542[0m
2023-09-15 20:20:12,497:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 20:20:12,497:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 20:20:14,640:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.142137 seconds ...[0m
2023-09-15 20:20:16,749:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.059120 seconds ...[0m
2023-09-15 20:20:16,749:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0273*** [0m
2023-09-15 20:20:16,766:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.74194[0m
2023-09-15 20:20:16,766:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0273[0m
2023-09-15 20:20:16,766:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 20:20:19,012:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.245431 seconds ...[0m
2023-09-15 20:20:19,058:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.71508[0m
2023-09-15 20:20:19,058:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 20:20:19,058:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 20:20:21,156:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.097594 seconds ...[0m
2023-09-15 20:20:21,198:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.69829[0m
2023-09-15 20:20:21,198:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 20:20:21,198:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 20:20:23,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128306 seconds ...[0m
2023-09-15 20:20:23,372:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.67723[0m
2023-09-15 20:20:23,372:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 20:20:23,372:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 20:20:25,447:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074326 seconds ...[0m
2023-09-15 20:20:25,493:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.65778[0m
2023-09-15 20:20:25,493:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 20:20:25,493:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 20:20:27,719:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.226389 seconds ...[0m
2023-09-15 20:20:29,924:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.160401 seconds ...[0m
2023-09-15 20:20:29,924:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0319*** [0m
2023-09-15 20:20:29,938:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.64135[0m
2023-09-15 20:20:29,939:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0604 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0319[0m
2023-09-15 20:20:29,939:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 20:20:31,904:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.965259 seconds ...[0m
2023-09-15 20:20:31,952:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.62340[0m
2023-09-15 20:20:31,952:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 20:20:31,953:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 20:20:33,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.985837 seconds ...[0m
2023-09-15 20:20:33,985:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.60468[0m
2023-09-15 20:20:33,985:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 20:20:33,985:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 20:20:35,978:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.992765 seconds ...[0m
2023-09-15 20:20:36,024:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.59448[0m
2023-09-15 20:20:36,024:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 20:20:36,024:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 20:20:38,012:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.987825 seconds ...[0m
2023-09-15 20:20:38,059:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.57617[0m
2023-09-15 20:20:38,059:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 20:20:38,060:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 20:20:40,044:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983981 seconds ...[0m
2023-09-15 20:20:42,099:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.006273 seconds ...[0m
2023-09-15 20:20:42,099:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0362*** [0m
2023-09-15 20:20:42,113:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.56257[0m
2023-09-15 20:20:42,114:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0426 || HITRATE@10 Avg: 0.0683 || NDCG@5 Avg: 0.0280 || NDCG@10 Avg: 0.0362[0m
2023-09-15 20:20:42,114:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 20:20:44,064:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949765 seconds ...[0m
2023-09-15 20:20:44,108:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.55040[0m
2023-09-15 20:20:44,108:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 20:20:44,109:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 20:20:46,060:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.951046 seconds ...[0m
2023-09-15 20:20:46,116:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53688[0m
2023-09-15 20:20:46,117:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 20:20:46,117:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 20:20:48,095:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.978464 seconds ...[0m
2023-09-15 20:20:48,143:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52539[0m
2023-09-15 20:20:48,143:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 20:20:48,143:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 20:20:50,081:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.937752 seconds ...[0m
2023-09-15 20:20:50,133:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.50925[0m
2023-09-15 20:20:50,134:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 20:20:50,134:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 20:20:52,112:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.977829 seconds ...[0m
2023-09-15 20:20:54,228:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.066113 seconds ...[0m
2023-09-15 20:20:54,228:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0401*** [0m
2023-09-15 20:20:54,241:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.49686[0m
2023-09-15 20:20:54,241:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0472 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0315 || NDCG@10 Avg: 0.0401[0m
2023-09-15 20:20:54,241:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 20:20:56,173:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.931836 seconds ...[0m
2023-09-15 20:20:56,221:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.48989[0m
2023-09-15 20:20:56,221:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 20:20:56,221:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 20:20:58,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.929742 seconds ...[0m
2023-09-15 20:20:58,196:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.47755[0m
2023-09-15 20:20:58,196:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 20:20:58,196:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 20:21:00,211:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.014796 seconds ...[0m
2023-09-15 20:21:00,260:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.46874[0m
2023-09-15 20:21:00,261:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 20:21:00,261:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 20:21:02,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942775 seconds ...[0m
2023-09-15 20:21:02,263:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.45640[0m
2023-09-15 20:21:02,263:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 20:21:02,264:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 20:21:04,297:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.032984 seconds ...[0m
2023-09-15 20:21:06,231:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.887453 seconds ...[0m
2023-09-15 20:21:06,232:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0419*** [0m
2023-09-15 20:21:06,244:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.44935[0m
2023-09-15 20:21:06,245:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0419[0m
2023-09-15 20:21:06,245:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 20:21:08,235:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989401 seconds ...[0m
2023-09-15 20:21:08,293:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.43962[0m
2023-09-15 20:21:08,293:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 20:21:08,293:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 20:21:10,246:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.953316 seconds ...[0m
2023-09-15 20:21:10,293:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.42972[0m
2023-09-15 20:21:10,294:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 20:21:10,294:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 20:21:12,270:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975692 seconds ...[0m
2023-09-15 20:21:12,312:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.41951[0m
2023-09-15 20:21:12,313:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 20:21:12,313:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 20:21:14,298:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984989 seconds ...[0m
2023-09-15 20:21:14,343:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.41489[0m
2023-09-15 20:21:14,343:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 20:21:14,343:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 20:21:16,286:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942964 seconds ...[0m
2023-09-15 20:21:18,301:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.965107 seconds ...[0m
2023-09-15 20:21:18,302:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0442*** [0m
2023-09-15 20:21:18,318:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.40572[0m
2023-09-15 20:21:18,319:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0798 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0442[0m
2023-09-15 20:21:18,319:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 20:21:20,240:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.921142 seconds ...[0m
2023-09-15 20:21:20,288:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.39516[0m
2023-09-15 20:21:20,289:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 20:21:20,289:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 20:21:22,255:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.966325 seconds ...[0m
2023-09-15 20:21:22,307:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.38938[0m
2023-09-15 20:21:22,307:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 20:21:22,307:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 20:21:24,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.019220 seconds ...[0m
2023-09-15 20:21:24,372:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.38423[0m
2023-09-15 20:21:24,372:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 20:21:24,373:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 20:21:26,364:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.991651 seconds ...[0m
2023-09-15 20:21:26,423:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.37590[0m
2023-09-15 20:21:26,423:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 20:21:26,424:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 20:21:28,387:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.963226 seconds ...[0m
2023-09-15 20:21:30,434:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.999086 seconds ...[0m
2023-09-15 20:21:30,434:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0474*** [0m
2023-09-15 20:21:30,447:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.36885[0m
2023-09-15 20:21:30,447:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0568 || HITRATE@10 Avg: 0.0858 || NDCG@5 Avg: 0.0381 || NDCG@10 Avg: 0.0474[0m
2023-09-15 20:21:30,447:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 20:21:32,418:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.971500 seconds ...[0m
2023-09-15 20:21:32,466:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.36567[0m
2023-09-15 20:21:32,466:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 20:21:32,466:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 20:21:34,447:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.980755 seconds ...[0m
2023-09-15 20:21:34,494:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.35704[0m
2023-09-15 20:21:34,494:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 20:21:34,494:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 20:21:36,479:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984565 seconds ...[0m
2023-09-15 20:21:36,523:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.35072[0m
2023-09-15 20:21:36,523:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 20:21:36,523:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 20:21:38,445:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.921952 seconds ...[0m
2023-09-15 20:21:38,502:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.34645[0m
2023-09-15 20:21:38,502:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 20:21:38,502:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 20:21:40,458:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955833 seconds ...[0m
2023-09-15 20:21:42,421:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.915883 seconds ...[0m
2023-09-15 20:21:42,422:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0488*** [0m
2023-09-15 20:21:42,434:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.34111[0m
2023-09-15 20:21:42,435:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0202 || HITRATE@5 Avg: 0.0585 || HITRATE@10 Avg: 0.0864 || NDCG@5 Avg: 0.0398 || NDCG@10 Avg: 0.0488[0m
2023-09-15 20:21:42,435:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 20:21:44,397:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.962277 seconds ...[0m
2023-09-15 20:21:44,441:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.33929[0m
2023-09-15 20:21:44,442:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 20:21:44,442:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 20:21:46,348:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905989 seconds ...[0m
2023-09-15 20:21:46,409:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.33169[0m
2023-09-15 20:21:46,409:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 20:21:46,409:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 20:21:48,407:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.997608 seconds ...[0m
2023-09-15 20:21:48,454:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.33108[0m
2023-09-15 20:21:48,455:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 20:21:48,455:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 20:21:50,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.009964 seconds ...[0m
2023-09-15 20:21:50,513:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.32247[0m
2023-09-15 20:21:50,514:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 20:21:50,514:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 20:21:52,442:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.928004 seconds ...[0m
2023-09-15 20:21:54,459:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.972566 seconds ...[0m
2023-09-15 20:21:54,459:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0499*** [0m
2023-09-15 20:21:54,471:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.31746[0m
2023-09-15 20:21:54,472:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0603 || HITRATE@10 Avg: 0.0881 || NDCG@5 Avg: 0.0410 || NDCG@10 Avg: 0.0499[0m
2023-09-15 20:21:54,472:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 20:21:56,427:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955508 seconds ...[0m
2023-09-15 20:21:56,477:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.31356[0m
2023-09-15 20:21:56,478:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 20:21:56,478:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 20:21:58,424:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.945648 seconds ...[0m
2023-09-15 20:21:58,467:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.31113[0m
2023-09-15 20:21:58,467:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 20:21:58,468:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 20:22:00,410:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942667 seconds ...[0m
2023-09-15 20:22:00,453:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.30997[0m
2023-09-15 20:22:00,454:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 20:22:00,454:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 20:22:02,410:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955920 seconds ...[0m
2023-09-15 20:22:02,455:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.30001[0m
2023-09-15 20:22:02,455:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 20:22:02,455:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 20:22:04,428:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.972416 seconds ...[0m
2023-09-15 20:22:06,473:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.988211 seconds ...[0m
2023-09-15 20:22:06,474:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0509*** [0m
2023-09-15 20:22:06,488:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.29433[0m
2023-09-15 20:22:06,489:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0214 || HITRATE@5 Avg: 0.0614 || HITRATE@10 Avg: 0.0903 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0509[0m
2023-09-15 20:22:06,489:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 20:22:08,470:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.981676 seconds ...[0m
2023-09-15 20:22:08,514:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.29765[0m
2023-09-15 20:22:08,514:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 20:22:08,514:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 20:22:10,468:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.953294 seconds ...[0m
2023-09-15 20:22:10,529:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.29040[0m
2023-09-15 20:22:10,529:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 20:22:10,529:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 20:22:12,422:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.892010 seconds ...[0m
2023-09-15 20:22:12,466:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.28747[0m
2023-09-15 20:22:12,467:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 20:22:12,467:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 20:22:14,422:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955570 seconds ...[0m
2023-09-15 20:22:14,473:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.28412[0m
2023-09-15 20:22:14,474:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 20:22:14,474:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 20:22:16,446:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.972295 seconds ...[0m
2023-09-15 20:22:18,508:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.015364 seconds ...[0m
2023-09-15 20:22:18,508:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0513*** [0m
2023-09-15 20:22:18,521:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.28399[0m
2023-09-15 20:22:18,521:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0215 || HITRATE@5 Avg: 0.0617 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0419 || NDCG@10 Avg: 0.0513[0m
2023-09-15 20:22:18,521:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 20:22:20,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943678 seconds ...[0m
2023-09-15 20:22:20,537:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.27832[0m
2023-09-15 20:22:20,538:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 20:22:20,538:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 20:22:22,538:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.999787 seconds ...[0m
2023-09-15 20:22:22,585:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.27756[0m
2023-09-15 20:22:22,585:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 20:22:22,585:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 20:22:24,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.925762 seconds ...[0m
2023-09-15 20:22:24,557:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.27313[0m
2023-09-15 20:22:24,557:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 20:22:24,557:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 20:22:26,510:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.952798 seconds ...[0m
2023-09-15 20:22:26,566:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.26957[0m
2023-09-15 20:22:26,567:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 20:22:26,567:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 20:22:28,542:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974892 seconds ...[0m
2023-09-15 20:22:30,652:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.065964 seconds ...[0m
2023-09-15 20:22:30,652:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0522*** [0m
2023-09-15 20:22:30,664:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.27019[0m
2023-09-15 20:22:30,665:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0213 || HITRATE@5 Avg: 0.0629 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0427 || NDCG@10 Avg: 0.0522[0m
2023-09-15 20:22:30,665:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 20:22:32,635:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.969759 seconds ...[0m
2023-09-15 20:22:32,681:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.26196[0m
2023-09-15 20:22:32,681:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 20:22:32,681:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 20:22:34,666:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.985095 seconds ...[0m
2023-09-15 20:22:34,724:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.25990[0m
2023-09-15 20:22:34,724:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 20:22:34,724:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 20:22:36,694:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.970032 seconds ...[0m
2023-09-15 20:22:36,746:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.25663[0m
2023-09-15 20:22:36,746:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 20:22:36,746:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 20:22:38,652:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905337 seconds ...[0m
2023-09-15 20:22:38,698:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.25722[0m
2023-09-15 20:22:38,699:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 20:22:38,699:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 20:22:40,669:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.970210 seconds ...[0m
2023-09-15 20:22:42,677:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.964749 seconds ...[0m
2023-09-15 20:22:42,678:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.25594[0m
2023-09-15 20:22:42,678:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0199 || HITRATE@5 Avg: 0.0621 || HITRATE@10 Avg: 0.0910 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0510[0m
2023-09-15 20:22:42,678:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 20:22:44,688:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.009534 seconds ...[0m
2023-09-15 20:22:44,741:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.25303[0m
2023-09-15 20:22:44,741:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 20:22:44,741:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 20:22:46,690:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.948650 seconds ...[0m
2023-09-15 20:22:46,738:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.25020[0m
2023-09-15 20:22:46,738:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 20:22:46,738:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 20:22:48,707:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.968596 seconds ...[0m
2023-09-15 20:22:48,768:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.24730[0m
2023-09-15 20:22:48,769:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 20:22:48,769:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 20:22:50,738:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.969084 seconds ...[0m
2023-09-15 20:22:50,784:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.24782[0m
2023-09-15 20:22:50,784:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 20:22:50,784:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 20:22:52,784:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.999724 seconds ...[0m
2023-09-15 20:22:54,848:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.018520 seconds ...[0m
2023-09-15 20:22:54,849:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.24351[0m
2023-09-15 20:22:54,849:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0631 || HITRATE@10 Avg: 0.0910 || NDCG@5 Avg: 0.0426 || NDCG@10 Avg: 0.0516[0m
2023-09-15 20:22:54,849:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 20:22:56,837:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.987708 seconds ...[0m
2023-09-15 20:22:56,887:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.24371[0m
2023-09-15 20:22:56,887:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 20:22:56,887:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 20:22:58,907:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.020209 seconds ...[0m
2023-09-15 20:22:58,950:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.24224[0m
2023-09-15 20:22:58,950:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 20:22:58,950:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 20:23:00,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.981516 seconds ...[0m
2023-09-15 20:23:00,980:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.23793[0m
2023-09-15 20:23:00,980:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 20:23:00,980:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 20:23:02,914:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.934006 seconds ...[0m
2023-09-15 20:23:02,971:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.23389[0m
2023-09-15 20:23:02,971:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 20:23:02,971:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 20:23:04,899:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927889 seconds ...[0m
2023-09-15 20:23:06,842:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.896719 seconds ...[0m
2023-09-15 20:23:06,842:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.23670[0m
2023-09-15 20:23:06,842:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0638 || HITRATE@10 Avg: 0.0926 || NDCG@5 Avg: 0.0428 || NDCG@10 Avg: 0.0520[0m
2023-09-15 20:23:06,842:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 20:23:08,854:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.011322 seconds ...[0m
2023-09-15 20:23:08,901:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.23393[0m
2023-09-15 20:23:08,901:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 20:23:08,901:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 20:23:10,843:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942330 seconds ...[0m
2023-09-15 20:23:10,902:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.23435[0m
2023-09-15 20:23:10,903:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 20:23:10,903:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 20:23:12,877:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974162 seconds ...[0m
2023-09-15 20:23:12,927:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.23110[0m
2023-09-15 20:23:12,927:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 20:23:12,927:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 20:23:14,882:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954844 seconds ...[0m
2023-09-15 20:23:14,933:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.22587[0m
2023-09-15 20:23:14,933:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 20:23:14,933:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 20:23:16,888:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954891 seconds ...[0m
2023-09-15 20:23:18,856:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.924087 seconds ...[0m
2023-09-15 20:23:18,856:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.22361[0m
2023-09-15 20:23:18,856:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0633 || HITRATE@10 Avg: 0.0928 || NDCG@5 Avg: 0.0426 || NDCG@10 Avg: 0.0520[0m
2023-09-15 20:23:18,856:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 20:23:20,876:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.019738 seconds ...[0m
2023-09-15 20:23:20,946:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.22556[0m
2023-09-15 20:23:20,946:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 20:23:20,947:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 20:23:22,921:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974163 seconds ...[0m
2023-09-15 20:23:23,000:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.22291[0m
2023-09-15 20:23:23,000:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 20:23:23,000:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 20:23:24,987:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.986402 seconds ...[0m
2023-09-15 20:23:25,044:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.22569[0m
2023-09-15 20:23:25,044:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 20:23:25,044:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 20:23:26,968:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.923963 seconds ...[0m
2023-09-15 20:23:27,024:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.22316[0m
2023-09-15 20:23:27,024:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 20:23:27,024:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 20:23:28,967:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942245 seconds ...[0m
2023-09-15 20:23:30,924:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.906567 seconds ...[0m
2023-09-15 20:23:30,924:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0531*** [0m
2023-09-15 20:23:30,937:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.21979[0m
2023-09-15 20:23:30,937:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0217 || HITRATE@5 Avg: 0.0644 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0436 || NDCG@10 Avg: 0.0531[0m
2023-09-15 20:23:30,937:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 20:23:32,891:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954298 seconds ...[0m
2023-09-15 20:23:32,938:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.22008[0m
2023-09-15 20:23:32,938:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 20:23:32,938:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 20:23:34,877:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.938563 seconds ...[0m
2023-09-15 20:23:34,924:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.21822[0m
2023-09-15 20:23:34,924:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 20:23:34,924:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 20:23:36,909:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984168 seconds ...[0m
2023-09-15 20:23:36,972:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.21774[0m
2023-09-15 20:23:36,972:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 20:23:36,972:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 20:23:38,949:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976991 seconds ...[0m
2023-09-15 20:23:39,002:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.21288[0m
2023-09-15 20:23:39,002:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 20:23:39,002:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 20:23:40,974:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.972306 seconds ...[0m
2023-09-15 20:23:42,927:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.903632 seconds ...[0m
2023-09-15 20:23:42,928:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0536*** [0m
2023-09-15 20:23:42,943:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.21355[0m
2023-09-15 20:23:42,943:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0653 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0536[0m
2023-09-15 20:23:42,943:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 20:23:44,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.995877 seconds ...[0m
2023-09-15 20:23:44,985:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.21669[0m
2023-09-15 20:23:44,985:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 20:23:44,985:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 20:23:46,923:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.937977 seconds ...[0m
2023-09-15 20:23:46,970:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.21329[0m
2023-09-15 20:23:46,971:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 20:23:46,971:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 20:23:48,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.923620 seconds ...[0m
2023-09-15 20:23:48,948:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.20998[0m
2023-09-15 20:23:48,948:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 20:23:48,948:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 20:23:50,904:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955600 seconds ...[0m
2023-09-15 20:23:50,950:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.21074[0m
2023-09-15 20:23:50,950:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 20:23:50,951:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 20:23:52,954:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.002746 seconds ...[0m
2023-09-15 20:23:54,953:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.949597 seconds ...[0m
2023-09-15 20:23:54,953:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0538*** [0m
2023-09-15 20:23:54,966:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.20942[0m
2023-09-15 20:23:54,966:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0654 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0443 || NDCG@10 Avg: 0.0538[0m
2023-09-15 20:23:54,966:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 20:23:56,935:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.968670 seconds ...[0m
2023-09-15 20:23:56,983:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.20672[0m
2023-09-15 20:23:56,983:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 20:23:56,983:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 20:23:58,938:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954586 seconds ...[0m
2023-09-15 20:23:58,983:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.20495[0m
2023-09-15 20:23:58,983:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 20:23:58,983:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 20:24:00,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.009815 seconds ...[0m
2023-09-15 20:24:01,045:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.20929[0m
2023-09-15 20:24:01,045:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 20:24:01,045:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 20:24:03,030:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984890 seconds ...[0m
2023-09-15 20:24:03,078:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.20380[0m
2023-09-15 20:24:03,078:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 20:24:03,078:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 20:24:05,072:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993334 seconds ...[0m
2023-09-15 20:24:07,125:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.008710 seconds ...[0m
2023-09-15 20:24:07,126:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.20955[0m
2023-09-15 20:24:07,126:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0650 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0435 || NDCG@10 Avg: 0.0527[0m
2023-09-15 20:24:07,126:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 20:24:09,077:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.951484 seconds ...[0m
2023-09-15 20:24:09,133:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.20614[0m
2023-09-15 20:24:09,133:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 20:24:09,133:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 20:24:11,126:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.992317 seconds ...[0m
2023-09-15 20:24:11,179:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.20227[0m
2023-09-15 20:24:11,179:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 20:24:11,179:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 20:24:13,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974011 seconds ...[0m
2023-09-15 20:24:13,199:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.20403[0m
2023-09-15 20:24:13,200:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 20:24:13,200:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 20:24:15,164:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.964519 seconds ...[0m
2023-09-15 20:24:15,219:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.20010[0m
2023-09-15 20:24:15,219:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 20:24:15,220:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 20:24:17,217:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.997121 seconds ...[0m
2023-09-15 20:24:19,189:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.926080 seconds ...[0m
2023-09-15 20:24:19,189:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.20113[0m
2023-09-15 20:24:19,189:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0656 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0442 || NDCG@10 Avg: 0.0533[0m
2023-09-15 20:24:19,190:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 20:24:21,184:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993961 seconds ...[0m
2023-09-15 20:24:21,247:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.20134[0m
2023-09-15 20:24:21,247:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 20:24:21,247:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 20:24:23,181:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.933308 seconds ...[0m
2023-09-15 20:24:23,226:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.20024[0m
2023-09-15 20:24:23,226:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 20:24:23,226:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 20:24:25,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.926427 seconds ...[0m
2023-09-15 20:24:25,201:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.19783[0m
2023-09-15 20:24:25,201:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 20:24:25,202:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 20:24:27,139:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.936914 seconds ...[0m
2023-09-15 20:24:27,184:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.19930[0m
2023-09-15 20:24:27,184:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 20:24:27,184:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 20:24:29,165:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.980531 seconds ...[0m
2023-09-15 20:24:31,164:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.950775 seconds ...[0m
2023-09-15 20:24:31,164:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0546*** [0m
2023-09-15 20:24:31,177:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.19642[0m
2023-09-15 20:24:31,177:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0223 || HITRATE@5 Avg: 0.0670 || HITRATE@10 Avg: 0.0968 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0546[0m
2023-09-15 20:24:31,177:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 20:24:33,167:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989856 seconds ...[0m
2023-09-15 20:24:33,215:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.19677[0m
2023-09-15 20:24:33,215:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 20:24:33,215:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 20:24:35,122:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.906919 seconds ...[0m
2023-09-15 20:24:35,166:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.19741[0m
2023-09-15 20:24:35,166:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 20:24:35,166:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 20:24:37,157:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.990377 seconds ...[0m
2023-09-15 20:24:37,202:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.19427[0m
2023-09-15 20:24:37,202:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 20:24:37,202:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 20:24:39,147:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944703 seconds ...[0m
2023-09-15 20:24:39,198:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.19154[0m
2023-09-15 20:24:39,198:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 20:24:39,198:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 20:24:41,150:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.951656 seconds ...[0m
2023-09-15 20:24:43,066:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.872047 seconds ...[0m
2023-09-15 20:24:43,066:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.19353[0m
2023-09-15 20:24:43,066:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0652 || HITRATE@10 Avg: 0.0963 || NDCG@5 Avg: 0.0444 || NDCG@10 Avg: 0.0544[0m
2023-09-15 20:24:43,066:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 20:24:45,010:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943076 seconds ...[0m
2023-09-15 20:24:45,054:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.19427[0m
2023-09-15 20:24:45,054:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 20:24:45,054:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 20:24:47,011:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.956814 seconds ...[0m
2023-09-15 20:24:47,065:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.19144[0m
2023-09-15 20:24:47,065:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 20:24:47,066:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 20:24:49,033:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.966975 seconds ...[0m
2023-09-15 20:24:49,079:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.19177[0m
2023-09-15 20:24:49,080:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 20:24:49,080:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 20:24:51,075:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.995166 seconds ...[0m
2023-09-15 20:24:51,119:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.18962[0m
2023-09-15 20:24:51,119:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 20:24:51,119:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 20:24:53,039:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.919670 seconds ...[0m
2023-09-15 20:24:54,986:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.900482 seconds ...[0m
2023-09-15 20:24:54,986:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.19014[0m
2023-09-15 20:24:54,986:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0657 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0544[0m
2023-09-15 20:24:54,986:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 20:24:56,966:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979342 seconds ...[0m
2023-09-15 20:24:57,022:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.18937[0m
2023-09-15 20:24:57,022:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 20:24:57,022:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 20:24:58,936:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.914075 seconds ...[0m
2023-09-15 20:24:58,984:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.18736[0m
2023-09-15 20:24:58,984:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 20:24:58,984:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 20:25:00,991:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.006599 seconds ...[0m
2023-09-15 20:25:01,041:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.18784[0m
2023-09-15 20:25:01,041:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 20:25:01,042:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 20:25:02,991:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949503 seconds ...[0m
2023-09-15 20:25:03,041:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.19043[0m
2023-09-15 20:25:03,041:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 20:25:03,041:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 20:25:05,008:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.966210 seconds ...[0m
2023-09-15 20:25:07,064:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.011042 seconds ...[0m
2023-09-15 20:25:07,064:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.18734[0m
2023-09-15 20:25:07,064:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0954 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0545[0m
2023-09-15 20:25:07,064:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 20:25:09,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976637 seconds ...[0m
2023-09-15 20:25:09,087:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.18707[0m
2023-09-15 20:25:09,087:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 20:25:09,087:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 20:25:11,013:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.925638 seconds ...[0m
2023-09-15 20:25:11,069:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.18370[0m
2023-09-15 20:25:11,069:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 20:25:11,069:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 20:25:13,043:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.973572 seconds ...[0m
2023-09-15 20:25:13,106:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.18684[0m
2023-09-15 20:25:13,107:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 20:25:13,107:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 20:25:15,085:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.978057 seconds ...[0m
2023-09-15 20:25:15,136:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.18550[0m
2023-09-15 20:25:15,136:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 20:25:15,136:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 20:25:17,103:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.966594 seconds ...[0m
2023-09-15 20:25:19,084:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.937807 seconds ...[0m
2023-09-15 20:25:19,085:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.18491[0m
2023-09-15 20:25:19,085:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0540[0m
2023-09-15 20:25:19,085:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 20:25:21,063:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.977851 seconds ...[0m
2023-09-15 20:25:21,112:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.18538[0m
2023-09-15 20:25:21,112:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 20:25:21,113:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 20:25:23,044:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.931548 seconds ...[0m
2023-09-15 20:25:23,092:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.18834[0m
2023-09-15 20:25:23,092:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 20:25:23,092:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 20:25:24,996:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.904370 seconds ...[0m
2023-09-15 20:25:25,047:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.18332[0m
2023-09-15 20:25:25,048:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 20:25:25,048:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 20:25:27,050:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.001799 seconds ...[0m
2023-09-15 20:25:27,111:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.18608[0m
2023-09-15 20:25:27,111:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 20:25:27,111:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 20:25:29,061:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.950078 seconds ...[0m
2023-09-15 20:25:31,037:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.930436 seconds ...[0m
2023-09-15 20:25:31,038:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.18342[0m
2023-09-15 20:25:31,038:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0221 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0543[0m
2023-09-15 20:25:31,038:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 20:25:32,988:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949900 seconds ...[0m
2023-09-15 20:25:33,032:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.17808[0m
2023-09-15 20:25:33,032:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 20:25:33,032:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 20:25:34,982:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949898 seconds ...[0m
2023-09-15 20:25:35,028:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.18100[0m
2023-09-15 20:25:35,028:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 20:25:35,028:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 20:25:36,977:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949030 seconds ...[0m
2023-09-15 20:25:37,021:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.18147[0m
2023-09-15 20:25:37,021:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 20:25:37,021:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 20:25:38,965:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943603 seconds ...[0m
2023-09-15 20:25:39,011:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.17816[0m
2023-09-15 20:25:39,011:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 20:25:39,011:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 20:25:40,952:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.940430 seconds ...[0m
2023-09-15 20:25:43,071:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.069950 seconds ...[0m
2023-09-15 20:25:43,072:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.17978[0m
2023-09-15 20:25:43,072:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0215 || HITRATE@5 Avg: 0.0664 || HITRATE@10 Avg: 0.0948 || NDCG@5 Avg: 0.0444 || NDCG@10 Avg: 0.0535[0m
2023-09-15 20:25:43,072:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 20:25:45,052:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.980220 seconds ...[0m
2023-09-15 20:25:45,104:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.18360[0m
2023-09-15 20:25:45,104:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 20:25:45,104:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 20:25:47,023:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.918650 seconds ...[0m
2023-09-15 20:25:47,076:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.17489[0m
2023-09-15 20:25:47,077:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 20:25:47,077:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 20:25:49,071:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993779 seconds ...[0m
2023-09-15 20:25:49,118:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.17986[0m
2023-09-15 20:25:49,118:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 20:25:49,118:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 20:25:51,085:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.967084 seconds ...[0m
2023-09-15 20:25:51,133:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.17973[0m
2023-09-15 20:25:51,133:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 20:25:51,133:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 20:25:53,211:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.078001 seconds ...[0m
2023-09-15 20:25:55,284:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.027995 seconds ...[0m
2023-09-15 20:25:55,285:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.17991[0m
2023-09-15 20:25:55,285:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0219 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0444 || NDCG@10 Avg: 0.0537[0m
2023-09-15 20:25:55,285:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 20:25:57,259:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.973578 seconds ...[0m
2023-09-15 20:25:57,304:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.17983[0m
2023-09-15 20:25:57,304:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 20:25:57,305:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 20:25:59,261:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.956100 seconds ...[0m
2023-09-15 20:25:59,316:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.17681[0m
2023-09-15 20:25:59,317:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 20:25:59,318:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 20:26:01,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.012132 seconds ...[0m
2023-09-15 20:26:01,377:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.17683[0m
2023-09-15 20:26:01,377:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 20:26:01,377:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 20:26:03,290:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.912528 seconds ...[0m
2023-09-15 20:26:03,336:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.17712[0m
2023-09-15 20:26:03,336:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 20:26:03,336:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 20:26:05,297:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.961155 seconds ...[0m
2023-09-15 20:26:07,265:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.924875 seconds ...[0m
2023-09-15 20:26:07,266:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0550*** [0m
2023-09-15 20:26:07,280:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.17861[0m
2023-09-15 20:26:07,280:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0222 || HITRATE@5 Avg: 0.0673 || HITRATE@10 Avg: 0.0968 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0550[0m
2023-09-15 20:26:07,280:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 20:26:09,223:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943101 seconds ...[0m
2023-09-15 20:26:09,268:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.17683[0m
2023-09-15 20:26:09,268:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 20:26:09,268:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 20:26:11,290:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.022102 seconds ...[0m
2023-09-15 20:26:11,342:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.17635[0m
2023-09-15 20:26:11,342:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 20:26:11,342:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 20:26:13,274:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.932382 seconds ...[0m
2023-09-15 20:26:13,318:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.17715[0m
2023-09-15 20:26:13,318:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 20:26:13,319:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 20:26:15,284:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.965008 seconds ...[0m
2023-09-15 20:26:15,341:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.17665[0m
2023-09-15 20:26:15,341:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 20:26:15,341:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 20:26:17,323:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.981921 seconds ...[0m
2023-09-15 20:26:19,345:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.967456 seconds ...[0m
2023-09-15 20:26:19,345:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.17461[0m
2023-09-15 20:26:19,345:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0675 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0547[0m
2023-09-15 20:26:19,345:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 20:26:21,352:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.006708 seconds ...[0m
2023-09-15 20:26:21,410:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.17491[0m
2023-09-15 20:26:21,410:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 20:26:21,410:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 20:26:23,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.024986 seconds ...[0m
2023-09-15 20:26:23,485:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.17507[0m
2023-09-15 20:26:23,647:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 20:26:23,647:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 20:26:25,631:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983842 seconds ...[0m
2023-09-15 20:26:25,680:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.17415[0m
2023-09-15 20:26:25,680:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 20:26:25,680:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 20:26:27,644:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.963485 seconds ...[0m
2023-09-15 20:26:27,693:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.17391[0m
2023-09-15 20:26:27,693:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 20:26:27,693:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 20:26:29,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.961806 seconds ...[0m
2023-09-15 20:26:31,733:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.029941 seconds ...[0m
2023-09-15 20:26:31,734:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0551*** [0m
2023-09-15 20:26:31,751:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.17394[0m
2023-09-15 20:26:31,751:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0969 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0551[0m
2023-09-15 20:26:31,752:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 20:26:33,747:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.994939 seconds ...[0m
2023-09-15 20:26:33,793:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.17402[0m
2023-09-15 20:26:33,793:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 20:26:33,793:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 20:26:35,727:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.934348 seconds ...[0m
2023-09-15 20:26:35,771:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.17478[0m
2023-09-15 20:26:35,772:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 20:26:35,772:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 20:26:37,722:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.950359 seconds ...[0m
2023-09-15 20:26:37,768:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.17360[0m
2023-09-15 20:26:37,769:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 20:26:37,769:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 20:26:39,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.990687 seconds ...[0m
2023-09-15 20:26:39,809:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.17382[0m
2023-09-15 20:26:39,809:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 20:26:39,809:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 20:26:41,815:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.005380 seconds ...[0m
2023-09-15 20:26:43,976:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.112846 seconds ...[0m
2023-09-15 20:26:43,976:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.17113[0m
2023-09-15 20:26:43,976:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0941 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0541[0m
2023-09-15 20:26:43,976:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 20:26:45,909:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.933196 seconds ...[0m
2023-09-15 20:26:45,956:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.17211[0m
2023-09-15 20:26:45,956:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 20:26:45,956:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 20:26:47,903:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.946306 seconds ...[0m
2023-09-15 20:26:47,961:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.17354[0m
2023-09-15 20:26:47,962:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 20:26:47,962:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 20:26:49,974:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.012105 seconds ...[0m
2023-09-15 20:26:50,034:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.17261[0m
2023-09-15 20:26:50,034:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 20:26:50,034:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 20:26:51,951:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.916915 seconds ...[0m
2023-09-15 20:26:51,997:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.17295[0m
2023-09-15 20:26:51,997:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 20:26:51,997:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 20:26:53,991:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.994000 seconds ...[0m
2023-09-15 20:26:55,973:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.938006 seconds ...[0m
2023-09-15 20:26:55,974:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.16902[0m
2023-09-15 20:26:55,974:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0227 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0966 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0546[0m
2023-09-15 20:26:55,974:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 20:26:57,925:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.951298 seconds ...[0m
2023-09-15 20:26:57,977:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.17198[0m
2023-09-15 20:26:57,977:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 20:26:57,977:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 20:26:59,961:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983738 seconds ...[0m
2023-09-15 20:27:00,007:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.17075[0m
2023-09-15 20:27:00,007:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 20:27:00,007:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 20:27:01,956:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.948940 seconds ...[0m
2023-09-15 20:27:02,002:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.16827[0m
2023-09-15 20:27:02,003:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 20:27:02,003:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 20:27:03,985:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.982442 seconds ...[0m
2023-09-15 20:27:04,046:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.16757[0m
2023-09-15 20:27:04,046:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 20:27:04,046:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 20:27:06,023:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976931 seconds ...[0m
2023-09-15 20:27:08,018:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.945476 seconds ...[0m
2023-09-15 20:27:08,019:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.16721[0m
2023-09-15 20:27:08,019:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0544[0m
2023-09-15 20:27:08,019:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 20:27:09,966:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.947403 seconds ...[0m
2023-09-15 20:27:10,012:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.17052[0m
2023-09-15 20:27:10,013:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 20:27:10,013:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 20:27:11,943:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.929985 seconds ...[0m
2023-09-15 20:27:11,991:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.16831[0m
2023-09-15 20:27:11,991:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 20:27:11,991:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 20:27:13,942:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.950727 seconds ...[0m
2023-09-15 20:27:13,987:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.16852[0m
2023-09-15 20:27:13,987:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 20:27:13,987:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 20:27:15,918:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.931076 seconds ...[0m
2023-09-15 20:27:15,962:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.16899[0m
2023-09-15 20:27:15,962:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 20:27:15,962:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 20:27:17,892:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.929809 seconds ...[0m
2023-09-15 20:27:19,898:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.957306 seconds ...[0m
2023-09-15 20:27:19,898:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.16743[0m
2023-09-15 20:27:19,898:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0546[0m
2023-09-15 20:27:19,898:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 20:27:21,875:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976544 seconds ...[0m
2023-09-15 20:27:21,932:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.16624[0m
2023-09-15 20:27:21,932:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 20:27:21,932:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 20:27:23,849:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.917105 seconds ...[0m
2023-09-15 20:27:23,895:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.16892[0m
2023-09-15 20:27:23,895:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 20:27:23,895:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 20:27:25,856:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.960190 seconds ...[0m
2023-09-15 20:27:25,907:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.16898[0m
2023-09-15 20:27:25,908:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 20:27:25,908:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 20:27:27,833:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.925529 seconds ...[0m
2023-09-15 20:27:27,880:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.16828[0m
2023-09-15 20:27:27,880:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 20:27:27,880:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 20:27:29,818:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.937438 seconds ...[0m
2023-09-15 20:27:31,827:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.940722 seconds ...[0m
2023-09-15 20:27:31,827:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.16654[0m
2023-09-15 20:27:31,827:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0221 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.0968 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0550[0m
2023-09-15 20:27:31,827:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 20:27:33,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.988286 seconds ...[0m
2023-09-15 20:27:33,877:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.16354[0m
2023-09-15 20:27:33,877:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 20:27:33,877:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 20:27:35,805:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927567 seconds ...[0m
2023-09-15 20:27:35,852:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.16589[0m
2023-09-15 20:27:35,852:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 20:27:35,852:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 20:27:37,828:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975481 seconds ...[0m
2023-09-15 20:27:37,871:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.16664[0m
2023-09-15 20:27:37,871:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 20:27:37,871:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 20:27:39,846:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974645 seconds ...[0m
2023-09-15 20:27:39,891:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.16690[0m
2023-09-15 20:27:39,891:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 20:27:39,891:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 20:27:41,798:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.906116 seconds ...[0m
2023-09-15 20:27:43,922:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.112439 seconds ...[0m
2023-09-15 20:27:45,939:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.017124 seconds ...[0m
2023-09-15 20:27:45,940:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.16684[0m
2023-09-15 20:27:45,940:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0685 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0465 || NDCG@10 Avg: 0.0551[0m
2023-09-15 20:27:45,940:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0820 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0462[0m
2023-09-15 20:27:47,447:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.163536     195
1   valid   HITRATE@1  0.023954     165
2   valid   HITRATE@5  0.068720     195
3   valid  HITRATE@10  0.096899     170
4   valid      NDCG@5  0.046500     200
5   valid     NDCG@10  0.055130     170
6    test   HITRATE@1  0.019163       0
7    test   HITRATE@5  0.055636       0
8    test  HITRATE@10  0.082011       0
9    test      NDCG@5  0.037777       0
10   test     NDCG@10  0.046227       0[0m
2023-09-15 20:27:47,447:	[1;33m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/3-0915201928[0m
2023-09-15 20:27:47,502:	[1;33m[Wall TIME] >>> Coach.summary takes 1.561835 seconds ...[0m
2023-09-15 20:27:47,502:	[1;33m[Coach] >>> Load best model @Epoch 170  [0m
2023-09-15 20:27:49,623:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.109718 seconds ...[0m
2023-09-15 20:27:51,825:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.201753 seconds ...[0m
2023-09-15 20:27:51,826:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>> [0m
2023-09-15 20:27:51,826:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0969 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0551[0m
2023-09-15 20:27:51,826:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0577 || HITRATE@10 Avg: 0.0836 || NDCG@5 Avg: 0.0384 || NDCG@10 Avg: 0.0466[0m
2023-09-15 20:27:51,840:	[1;33m[Wall TIME] >>> Coach.fit takes 496.670043 seconds ...[0m
