2023-09-15 18:50:14,589:	========================================================================
2023-09-15 18:50:14,589:	========================================================================
2023-09-15 18:50:14,589:	========================================================================
2023-09-15 18:50:14,589:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-15 18:50:14,590:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-15 18:50:14,590:	[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: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_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: 0915185011] 
[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/Beauty-5/AmazonBeauty_550_Chron/3] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/3-0915185011] 
[0m
2023-09-15 18:50:14,590:	[1;33m[Wall TIME] >>> Parser.compile takes 0.004956 seconds ...[0m
2023-09-15 18:50:14,601:	[1;33m[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.User,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Item,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-15 18:50:14,809:	[1;33m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-15 18:50:14,809:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.218088 seconds ...[0m
2023-09-15 18:50:14,968:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.082620 seconds ...[0m
2023-09-15 18:50:15,152:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.184288 seconds ...[0m
2023-09-15 18:50:15,261:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.107617 seconds ...[0m
2023-09-15 18:50:18,773:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-15 18:50:18,774:	[1;33m[Wall TIME] >>> Coach.compile takes 0.001595 seconds ...[0m
2023-09-15 18:50:21,356:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.553533 seconds ...[0m
2023-09-15 18:50:21,356:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0004*** [0m
2023-09-15 18:50:21,368:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-15 18:50:21,368:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0004 || HITRATE@10 Avg: 0.0008 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0004[0m
2023-09-15 18:50:21,368:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-15 18:50:23,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.160672 seconds ...[0m
2023-09-15 18:50:23,578:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 1.35071[0m
2023-09-15 18:50:23,578:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-15 18:50:23,578:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-15 18:50:25,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.181678 seconds ...[0m
2023-09-15 18:50:25,808:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 1.23376[0m
2023-09-15 18:50:25,809:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-15 18:50:25,809:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-15 18:50:27,975:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166265 seconds ...[0m
2023-09-15 18:50:28,032:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 1.14242[0m
2023-09-15 18:50:28,032:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-15 18:50:28,033:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-15 18:50:30,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.120775 seconds ...[0m
2023-09-15 18:50:30,197:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 1.06361[0m
2023-09-15 18:50:30,197:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-15 18:50:30,197:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-15 18:50:32,295:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.098322 seconds ...[0m
2023-09-15 18:50:34,524:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.181890 seconds ...[0m
2023-09-15 18:50:34,524:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0146*** [0m
2023-09-15 18:50:34,541:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 1.01545[0m
2023-09-15 18:50:34,541:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0042 || HITRATE@5 Avg: 0.0173 || HITRATE@10 Avg: 0.0299 || NDCG@5 Avg: 0.0105 || NDCG@10 Avg: 0.0146[0m
2023-09-15 18:50:34,541:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-15 18:50:36,663:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121381 seconds ...[0m
2023-09-15 18:50:36,719:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.97560[0m
2023-09-15 18:50:36,719:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-15 18:50:36,719:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-15 18:50:38,878:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.158450 seconds ...[0m
2023-09-15 18:50:38,925:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.93847[0m
2023-09-15 18:50:38,925:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-15 18:50:38,925:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-15 18:50:41,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.153319 seconds ...[0m
2023-09-15 18:50:41,124:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.90667[0m
2023-09-15 18:50:41,125:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-15 18:50:41,125:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-15 18:50:43,289:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.164169 seconds ...[0m
2023-09-15 18:50:43,335:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.87469[0m
2023-09-15 18:50:43,335:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-15 18:50:43,335:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-15 18:50:45,477:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.141689 seconds ...[0m
2023-09-15 18:50:47,750:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.218988 seconds ...[0m
2023-09-15 18:50:47,751:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0202*** [0m
2023-09-15 18:50:47,765:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.84857[0m
2023-09-15 18:50:47,765:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0242 || HITRATE@10 Avg: 0.0414 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0202[0m
2023-09-15 18:50:47,765:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-15 18:50:49,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128540 seconds ...[0m
2023-09-15 18:50:49,939:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.82528[0m
2023-09-15 18:50:49,939:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-15 18:50:49,939:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-15 18:50:52,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.139040 seconds ...[0m
2023-09-15 18:50:52,122:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.79871[0m
2023-09-15 18:50:52,122:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-15 18:50:52,122:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-15 18:50:54,251:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.128927 seconds ...[0m
2023-09-15 18:50:54,297:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.77617[0m
2023-09-15 18:50:54,297:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-15 18:50:54,297:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-15 18:50:56,468:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.170984 seconds ...[0m
2023-09-15 18:50:56,517:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.75072[0m
2023-09-15 18:50:56,517:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-15 18:50:56,517:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-15 18:50:58,694:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177166 seconds ...[0m
2023-09-15 18:51:00,932:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.189868 seconds ...[0m
2023-09-15 18:51:00,932:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0268*** [0m
2023-09-15 18:51:00,947:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.72951[0m
2023-09-15 18:51:00,947:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0268[0m
2023-09-15 18:51:00,947:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-15 18:51:03,150:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.202706 seconds ...[0m
2023-09-15 18:51:03,195:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.70739[0m
2023-09-15 18:51:03,196:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-15 18:51:03,196:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-15 18:51:05,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148684 seconds ...[0m
2023-09-15 18:51:05,391:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.69297[0m
2023-09-15 18:51:05,391:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-15 18:51:05,391:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-15 18:51:07,548:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156595 seconds ...[0m
2023-09-15 18:51:07,594:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.66871[0m
2023-09-15 18:51:07,594:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-15 18:51:07,594:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-15 18:51:09,707:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.112916 seconds ...[0m
2023-09-15 18:51:09,764:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.65190[0m
2023-09-15 18:51:09,764:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-15 18:51:09,764:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-15 18:51:11,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.174474 seconds ...[0m
2023-09-15 18:51:14,476:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.478364 seconds ...[0m
2023-09-15 18:51:14,477:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0322*** [0m
2023-09-15 18:51:14,491:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.63704[0m
2023-09-15 18:51:14,491:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0635 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0322[0m
2023-09-15 18:51:14,491:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-15 18:51:16,650:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.159042 seconds ...[0m
2023-09-15 18:51:16,707:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.62038[0m
2023-09-15 18:51:16,707:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-15 18:51:16,707:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-15 18:51:18,849:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.142214 seconds ...[0m
2023-09-15 18:51:18,897:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.60196[0m
2023-09-15 18:51:18,897:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-15 18:51:18,897:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-15 18:51:21,052:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.154853 seconds ...[0m
2023-09-15 18:51:21,107:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.58696[0m
2023-09-15 18:51:21,108:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-15 18:51:21,108:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-15 18:51:23,260:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152444 seconds ...[0m
2023-09-15 18:51:23,309:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.57968[0m
2023-09-15 18:51:23,309:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-15 18:51:23,310:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-15 18:51:25,439:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129003 seconds ...[0m
2023-09-15 18:51:27,735:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.243123 seconds ...[0m
2023-09-15 18:51:27,735:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0363*** [0m
2023-09-15 18:51:27,749:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.56148[0m
2023-09-15 18:51:27,749:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0444 || HITRATE@10 Avg: 0.0706 || NDCG@5 Avg: 0.0279 || NDCG@10 Avg: 0.0363[0m
2023-09-15 18:51:27,749:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-15 18:51:29,913:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.163806 seconds ...[0m
2023-09-15 18:51:29,962:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.54406[0m
2023-09-15 18:51:29,962:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-15 18:51:29,963:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-15 18:51:32,097:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.134302 seconds ...[0m
2023-09-15 18:51:32,144:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.53220[0m
2023-09-15 18:51:32,144:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-15 18:51:32,144:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-15 18:51:34,327:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.182791 seconds ...[0m
2023-09-15 18:51:34,378:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.52116[0m
2023-09-15 18:51:34,378:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-15 18:51:34,378:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-15 18:51:36,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.175947 seconds ...[0m
2023-09-15 18:51:36,602:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.50724[0m
2023-09-15 18:51:36,602:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-15 18:51:36,603:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-15 18:51:38,767:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.163944 seconds ...[0m
2023-09-15 18:51:40,982:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.165178 seconds ...[0m
2023-09-15 18:51:40,983:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0383*** [0m
2023-09-15 18:51:40,997:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.49948[0m
2023-09-15 18:51:40,997:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0455 || HITRATE@10 Avg: 0.0745 || NDCG@5 Avg: 0.0290 || NDCG@10 Avg: 0.0383[0m
2023-09-15 18:51:40,997:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-15 18:51:43,106:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.108569 seconds ...[0m
2023-09-15 18:51:43,150:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.48483[0m
2023-09-15 18:51:43,150:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-15 18:51:43,150:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-15 18:51:45,275:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.124818 seconds ...[0m
2023-09-15 18:51:45,332:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.47654[0m
2023-09-15 18:51:45,332:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-15 18:51:45,332:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-15 18:51:47,533:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200479 seconds ...[0m
2023-09-15 18:51:47,579:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.46295[0m
2023-09-15 18:51:47,580:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-15 18:51:47,580:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-15 18:51:49,758:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177722 seconds ...[0m
2023-09-15 18:51:49,806:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.45226[0m
2023-09-15 18:51:49,806:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-15 18:51:49,806:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-15 18:51:52,005:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.198320 seconds ...[0m
2023-09-15 18:51:54,298:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.246601 seconds ...[0m
2023-09-15 18:51:54,298:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0399*** [0m
2023-09-15 18:51:54,314:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.44765[0m
2023-09-15 18:51:54,314:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0469 || HITRATE@10 Avg: 0.0773 || NDCG@5 Avg: 0.0301 || NDCG@10 Avg: 0.0399[0m
2023-09-15 18:51:54,314:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-15 18:51:56,487:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.173145 seconds ...[0m
2023-09-15 18:51:56,532:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.44140[0m
2023-09-15 18:51:56,532:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-15 18:51:56,532:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-15 18:51:58,637:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.105088 seconds ...[0m
2023-09-15 18:51:58,698:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.42806[0m
2023-09-15 18:51:58,698:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-15 18:51:58,698:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-15 18:52:00,906:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.207729 seconds ...[0m
2023-09-15 18:52:00,975:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.41590[0m
2023-09-15 18:52:00,976:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-15 18:52:00,976:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-15 18:52:03,194:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.218490 seconds ...[0m
2023-09-15 18:52:03,238:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.40956[0m
2023-09-15 18:52:03,238:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-15 18:52:03,238:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-15 18:52:05,345:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.105932 seconds ...[0m
2023-09-15 18:52:07,545:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.155113 seconds ...[0m
2023-09-15 18:52:07,545:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0418*** [0m
2023-09-15 18:52:07,560:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.39691[0m
2023-09-15 18:52:07,560:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0789 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0418[0m
2023-09-15 18:52:07,560:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-15 18:52:09,696:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.135576 seconds ...[0m
2023-09-15 18:52:09,743:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.39725[0m
2023-09-15 18:52:09,744:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-15 18:52:09,744:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-15 18:52:11,902:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157702 seconds ...[0m
2023-09-15 18:52:11,955:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.38639[0m
2023-09-15 18:52:11,955:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-15 18:52:11,955:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-15 18:52:14,132:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176598 seconds ...[0m
2023-09-15 18:52:14,178:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.38171[0m
2023-09-15 18:52:14,178:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-15 18:52:14,179:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-15 18:52:16,301:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121918 seconds ...[0m
2023-09-15 18:52:16,347:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.37979[0m
2023-09-15 18:52:16,347:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-15 18:52:16,347:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-15 18:52:18,488:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140970 seconds ...[0m
2023-09-15 18:52:20,674:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.141758 seconds ...[0m
2023-09-15 18:52:20,674:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0427*** [0m
2023-09-15 18:52:20,690:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.36977[0m
2023-09-15 18:52:20,690:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0527 || HITRATE@10 Avg: 0.0804 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0427[0m
2023-09-15 18:52:20,690:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-15 18:52:22,832:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.141670 seconds ...[0m
2023-09-15 18:52:22,881:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.36514[0m
2023-09-15 18:52:22,881:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-15 18:52:22,882:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-15 18:52:25,030:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148447 seconds ...[0m
2023-09-15 18:52:25,081:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.35824[0m
2023-09-15 18:52:25,081:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-15 18:52:25,082:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-15 18:52:27,229:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146871 seconds ...[0m
2023-09-15 18:52:27,274:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.35293[0m
2023-09-15 18:52:27,274:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-15 18:52:27,274:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-15 18:52:29,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.160929 seconds ...[0m
2023-09-15 18:52:29,482:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.34388[0m
2023-09-15 18:52:29,482:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-15 18:52:29,482:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-15 18:52:31,683:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200623 seconds ...[0m
2023-09-15 18:52:34,112:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.382591 seconds ...[0m
2023-09-15 18:52:34,112:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0437*** [0m
2023-09-15 18:52:34,128:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.34413[0m
2023-09-15 18:52:34,128:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0821 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0437[0m
2023-09-15 18:52:34,129:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-15 18:52:36,288:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.159044 seconds ...[0m
2023-09-15 18:52:36,331:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.33618[0m
2023-09-15 18:52:36,331:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-15 18:52:36,331:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-15 18:52:38,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.145097 seconds ...[0m
2023-09-15 18:52:38,524:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.33186[0m
2023-09-15 18:52:38,524:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-15 18:52:38,524:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-15 18:52:40,761:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.237126 seconds ...[0m
2023-09-15 18:52:40,819:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.32969[0m
2023-09-15 18:52:40,819:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-15 18:52:40,819:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-15 18:52:43,002:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.181970 seconds ...[0m
2023-09-15 18:52:43,048:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.32218[0m
2023-09-15 18:52:43,049:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-15 18:52:43,049:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-15 18:52:45,180:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131133 seconds ...[0m
2023-09-15 18:52:47,450:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.226558 seconds ...[0m
2023-09-15 18:52:47,450:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0449*** [0m
2023-09-15 18:52:47,462:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.31747[0m
2023-09-15 18:52:47,463:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0537 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0354 || NDCG@10 Avg: 0.0449[0m
2023-09-15 18:52:47,463:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-15 18:52:49,597:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133903 seconds ...[0m
2023-09-15 18:52:49,640:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.31660[0m
2023-09-15 18:52:49,641:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-15 18:52:49,641:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-15 18:52:51,789:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148100 seconds ...[0m
2023-09-15 18:52:51,834:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.31057[0m
2023-09-15 18:52:51,834:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-15 18:52:51,834:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-15 18:52:53,952:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.117740 seconds ...[0m
2023-09-15 18:52:53,996:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.30952[0m
2023-09-15 18:52:53,997:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-15 18:52:53,997:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-15 18:52:56,225:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.228643 seconds ...[0m
2023-09-15 18:52:56,273:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.30292[0m
2023-09-15 18:52:56,273:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-15 18:52:56,273:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-15 18:52:58,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162368 seconds ...[0m
2023-09-15 18:53:00,659:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.177326 seconds ...[0m
2023-09-15 18:53:00,660:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0456*** [0m
2023-09-15 18:53:00,675:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.29989[0m
2023-09-15 18:53:00,675:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0846 || NDCG@5 Avg: 0.0362 || NDCG@10 Avg: 0.0456[0m
2023-09-15 18:53:00,675:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-15 18:53:02,872:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.196567 seconds ...[0m
2023-09-15 18:53:02,918:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.29487[0m
2023-09-15 18:53:02,918:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-15 18:53:02,918:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-15 18:53:05,104:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.185991 seconds ...[0m
2023-09-15 18:53:05,150:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.29298[0m
2023-09-15 18:53:05,150:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-15 18:53:05,150:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-15 18:53:07,269:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.118421 seconds ...[0m
2023-09-15 18:53:07,319:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.28714[0m
2023-09-15 18:53:07,319:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-15 18:53:07,320:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-15 18:53:09,438:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.118509 seconds ...[0m
2023-09-15 18:53:09,482:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.28527[0m
2023-09-15 18:53:09,482:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-15 18:53:09,482:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-15 18:53:11,678:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.195493 seconds ...[0m
2023-09-15 18:53:13,960:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.237282 seconds ...[0m
2023-09-15 18:53:13,961:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.28456[0m
2023-09-15 18:53:13,961:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0456[0m
2023-09-15 18:53:13,961:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-15 18:53:16,188:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.227251 seconds ...[0m
2023-09-15 18:53:16,234:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.28331[0m
2023-09-15 18:53:16,234:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-15 18:53:16,234:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-15 18:53:18,414:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.179913 seconds ...[0m
2023-09-15 18:53:18,474:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.27741[0m
2023-09-15 18:53:18,474:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-15 18:53:18,474:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-15 18:53:20,675:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200982 seconds ...[0m
2023-09-15 18:53:20,727:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.27389[0m
2023-09-15 18:53:20,727:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-15 18:53:20,727:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-15 18:53:22,871:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.143957 seconds ...[0m
2023-09-15 18:53:22,917:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.27085[0m
2023-09-15 18:53:22,917:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-15 18:53:22,917:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-15 18:53:25,095:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.177520 seconds ...[0m
2023-09-15 18:53:27,352:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.210104 seconds ...[0m
2023-09-15 18:53:27,353:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0459*** [0m
2023-09-15 18:53:27,367:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.27053[0m
2023-09-15 18:53:27,367:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0837 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0459[0m
2023-09-15 18:53:27,367:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-15 18:53:29,520:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152647 seconds ...[0m
2023-09-15 18:53:29,566:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.26967[0m
2023-09-15 18:53:29,567:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-15 18:53:29,567:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-15 18:53:31,698:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131266 seconds ...[0m
2023-09-15 18:53:31,744:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.26318[0m
2023-09-15 18:53:31,744:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-15 18:53:31,744:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-15 18:53:33,945:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.200795 seconds ...[0m
2023-09-15 18:53:34,001:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.26375[0m
2023-09-15 18:53:34,002:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-15 18:53:34,002:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-15 18:53:36,128:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.126101 seconds ...[0m
2023-09-15 18:53:36,174:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.25773[0m
2023-09-15 18:53:36,174:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-15 18:53:36,174:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-15 18:53:38,305:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130092 seconds ...[0m
2023-09-15 18:53:40,572:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.223431 seconds ...[0m
2023-09-15 18:53:40,572:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0474*** [0m
2023-09-15 18:53:40,586:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.26076[0m
2023-09-15 18:53:40,586:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0577 || HITRATE@10 Avg: 0.0859 || NDCG@5 Avg: 0.0383 || NDCG@10 Avg: 0.0474[0m
2023-09-15 18:53:40,586:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-15 18:53:42,743:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156669 seconds ...[0m
2023-09-15 18:53:42,793:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.25590[0m
2023-09-15 18:53:42,793:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-15 18:53:42,793:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-15 18:53:44,992:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.199165 seconds ...[0m
2023-09-15 18:53:45,041:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.25589[0m
2023-09-15 18:53:45,041:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-15 18:53:45,041:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-15 18:53:47,238:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.196259 seconds ...[0m
2023-09-15 18:53:47,285:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.24928[0m
2023-09-15 18:53:47,286:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-15 18:53:47,286:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-15 18:53:49,471:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184947 seconds ...[0m
2023-09-15 18:53:49,531:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.25138[0m
2023-09-15 18:53:49,531:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-15 18:53:49,531:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-15 18:53:51,665:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133111 seconds ...[0m
2023-09-15 18:53:54,007:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.291692 seconds ...[0m
2023-09-15 18:53:54,007:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0480*** [0m
2023-09-15 18:53:54,022:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.24798[0m
2023-09-15 18:53:54,022:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0588 || HITRATE@10 Avg: 0.0875 || NDCG@5 Avg: 0.0388 || NDCG@10 Avg: 0.0480[0m
2023-09-15 18:53:54,022:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-15 18:53:56,263:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.240371 seconds ...[0m
2023-09-15 18:53:56,312:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.24818[0m
2023-09-15 18:53:56,312:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-15 18:53:56,312:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-15 18:53:58,470:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.157715 seconds ...[0m
2023-09-15 18:53:58,513:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.24659[0m
2023-09-15 18:53:58,514:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-15 18:53:58,514:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-15 18:54:00,687:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.173318 seconds ...[0m
2023-09-15 18:54:00,737:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.24770[0m
2023-09-15 18:54:00,737:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-15 18:54:00,737:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-15 18:54:02,883:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.145117 seconds ...[0m
2023-09-15 18:54:02,932:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.24216[0m
2023-09-15 18:54:02,932:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-15 18:54:02,932:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-15 18:54:05,085:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152590 seconds ...[0m
2023-09-15 18:54:07,329:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.198579 seconds ...[0m
2023-09-15 18:54:07,330:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0483*** [0m
2023-09-15 18:54:07,342:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.24058[0m
2023-09-15 18:54:07,342:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0587 || HITRATE@10 Avg: 0.0871 || NDCG@5 Avg: 0.0392 || NDCG@10 Avg: 0.0483[0m
2023-09-15 18:54:07,342:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-15 18:54:09,521:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.178225 seconds ...[0m
2023-09-15 18:54:09,572:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.23658[0m
2023-09-15 18:54:09,572:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-15 18:54:09,572:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-15 18:54:11,780:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.207936 seconds ...[0m
2023-09-15 18:54:11,839:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.23953[0m
2023-09-15 18:54:11,839:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-15 18:54:11,839:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-15 18:54:14,012:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.172950 seconds ...[0m
2023-09-15 18:54:14,062:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.23666[0m
2023-09-15 18:54:14,062:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-15 18:54:14,062:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-15 18:54:16,214:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.151756 seconds ...[0m
2023-09-15 18:54:16,258:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.23518[0m
2023-09-15 18:54:16,259:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-15 18:54:16,259:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-15 18:54:18,376:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.117592 seconds ...[0m
2023-09-15 18:54:20,671:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.247993 seconds ...[0m
2023-09-15 18:54:20,671:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.23243[0m
2023-09-15 18:54:20,671:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0575 || HITRATE@10 Avg: 0.0866 || NDCG@5 Avg: 0.0385 || NDCG@10 Avg: 0.0478[0m
2023-09-15 18:54:20,672:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-15 18:54:22,821:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149309 seconds ...[0m
2023-09-15 18:54:22,886:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.23520[0m
2023-09-15 18:54:22,887:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-15 18:54:22,887:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-15 18:54:25,052:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.165056 seconds ...[0m
2023-09-15 18:54:25,100:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.22824[0m
2023-09-15 18:54:25,100:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-15 18:54:25,101:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-15 18:54:27,255:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.153840 seconds ...[0m
2023-09-15 18:54:27,298:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.23170[0m
2023-09-15 18:54:27,298:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-15 18:54:27,298:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-15 18:54:29,477:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.178921 seconds ...[0m
2023-09-15 18:54:29,521:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.22699[0m
2023-09-15 18:54:29,521:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-15 18:54:29,521:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-15 18:54:31,652:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131343 seconds ...[0m
2023-09-15 18:54:33,937:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.234508 seconds ...[0m
2023-09-15 18:54:33,937:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0486*** [0m
2023-09-15 18:54:33,956:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.22910[0m
2023-09-15 18:54:33,956:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0594 || HITRATE@10 Avg: 0.0879 || NDCG@5 Avg: 0.0394 || NDCG@10 Avg: 0.0486[0m
2023-09-15 18:54:33,956:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-15 18:54:36,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.182985 seconds ...[0m
2023-09-15 18:54:36,186:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.22594[0m
2023-09-15 18:54:36,186:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-15 18:54:36,186:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-15 18:54:38,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140151 seconds ...[0m
2023-09-15 18:54:38,370:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.22278[0m
2023-09-15 18:54:38,370:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-15 18:54:38,370:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-15 18:54:40,555:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184373 seconds ...[0m
2023-09-15 18:54:40,603:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.22465[0m
2023-09-15 18:54:40,603:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-15 18:54:40,603:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-15 18:54:42,785:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.182353 seconds ...[0m
2023-09-15 18:54:42,835:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.22364[0m
2023-09-15 18:54:42,836:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-15 18:54:42,836:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-15 18:54:45,040:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.203785 seconds ...[0m
2023-09-15 18:54:47,319:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.226301 seconds ...[0m
2023-09-15 18:54:47,320:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0491*** [0m
2023-09-15 18:54:47,334:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.22281[0m
2023-09-15 18:54:47,334:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0199 || HITRATE@5 Avg: 0.0592 || HITRATE@10 Avg: 0.0880 || NDCG@5 Avg: 0.0399 || NDCG@10 Avg: 0.0491[0m
2023-09-15 18:54:47,334:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-15 18:54:49,539:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.204202 seconds ...[0m
2023-09-15 18:54:49,584:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.22443[0m
2023-09-15 18:54:49,584:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-15 18:54:49,584:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-15 18:54:51,725:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140296 seconds ...[0m
2023-09-15 18:54:51,786:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.21987[0m
2023-09-15 18:54:51,786:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-15 18:54:51,786:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-15 18:54:53,989:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.202393 seconds ...[0m
2023-09-15 18:54:54,043:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.21940[0m
2023-09-15 18:54:54,043:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-15 18:54:54,043:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-15 18:54:56,192:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.148386 seconds ...[0m
2023-09-15 18:54:56,238:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.21882[0m
2023-09-15 18:54:56,238:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-15 18:54:56,238:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-15 18:54:58,391:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152568 seconds ...[0m
2023-09-15 18:55:00,726:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.284206 seconds ...[0m
2023-09-15 18:55:00,727:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.21803[0m
2023-09-15 18:55:00,727:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0203 || HITRATE@5 Avg: 0.0582 || HITRATE@10 Avg: 0.0881 || NDCG@5 Avg: 0.0395 || NDCG@10 Avg: 0.0491[0m
2023-09-15 18:55:00,727:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-15 18:55:02,879:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152112 seconds ...[0m
2023-09-15 18:55:02,937:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.21426[0m
2023-09-15 18:55:02,937:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-15 18:55:02,937:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-15 18:55:05,063:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125258 seconds ...[0m
2023-09-15 18:55:05,108:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.21479[0m
2023-09-15 18:55:05,108:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-15 18:55:05,108:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-15 18:55:07,262:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.153139 seconds ...[0m
2023-09-15 18:55:07,325:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.21404[0m
2023-09-15 18:55:07,325:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-15 18:55:07,325:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-15 18:55:09,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.185373 seconds ...[0m
2023-09-15 18:55:09,555:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.21214[0m
2023-09-15 18:55:09,555:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-15 18:55:09,556:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-15 18:55:11,702:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146496 seconds ...[0m
2023-09-15 18:55:14,029:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.278974 seconds ...[0m
2023-09-15 18:55:14,029:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0499*** [0m
2023-09-15 18:55:14,048:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.21539[0m
2023-09-15 18:55:14,048:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0196 || HITRATE@5 Avg: 0.0607 || HITRATE@10 Avg: 0.0905 || NDCG@5 Avg: 0.0404 || NDCG@10 Avg: 0.0499[0m
2023-09-15 18:55:14,048:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-15 18:55:16,252:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.203421 seconds ...[0m
2023-09-15 18:55:16,299:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.21330[0m
2023-09-15 18:55:16,299:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-15 18:55:16,299:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-15 18:55:18,451:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.152068 seconds ...[0m
2023-09-15 18:55:18,497:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.21090[0m
2023-09-15 18:55:18,497:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-15 18:55:18,497:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-15 18:55:20,706:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.208679 seconds ...[0m
2023-09-15 18:55:20,770:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.20957[0m
2023-09-15 18:55:20,771:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-15 18:55:20,771:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-15 18:55:22,936:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.165089 seconds ...[0m
2023-09-15 18:55:22,990:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.21258[0m
2023-09-15 18:55:22,990:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-15 18:55:22,990:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-15 18:55:25,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.160094 seconds ...[0m
2023-09-15 18:55:27,332:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.135041 seconds ...[0m
2023-09-15 18:55:27,332:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.21038[0m
2023-09-15 18:55:27,332:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0195 || HITRATE@5 Avg: 0.0593 || HITRATE@10 Avg: 0.0889 || NDCG@5 Avg: 0.0398 || NDCG@10 Avg: 0.0493[0m
2023-09-15 18:55:27,332:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-15 18:55:29,544:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.211396 seconds ...[0m
2023-09-15 18:55:29,598:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.20820[0m
2023-09-15 18:55:29,598:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-15 18:55:29,598:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-15 18:55:31,741:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.142471 seconds ...[0m
2023-09-15 18:55:31,788:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.21054[0m
2023-09-15 18:55:31,788:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-15 18:55:31,788:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-15 18:55:33,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.151128 seconds ...[0m
2023-09-15 18:55:33,984:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.20942[0m
2023-09-15 18:55:33,985:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-15 18:55:33,985:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-15 18:55:36,195:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.210504 seconds ...[0m
2023-09-15 18:55:36,244:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.20438[0m
2023-09-15 18:55:36,244:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-15 18:55:36,244:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-15 18:55:38,357:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.112813 seconds ...[0m
2023-09-15 18:55:40,660:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.257656 seconds ...[0m
2023-09-15 18:55:40,661:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0504*** [0m
2023-09-15 18:55:40,675:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.20390[0m
2023-09-15 18:55:40,675:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0200 || HITRATE@5 Avg: 0.0617 || HITRATE@10 Avg: 0.0905 || NDCG@5 Avg: 0.0411 || NDCG@10 Avg: 0.0504[0m
2023-09-15 18:55:40,675:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-15 18:55:42,860:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.184438 seconds ...[0m
2023-09-15 18:55:42,905:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.20602[0m
2023-09-15 18:55:42,906:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-15 18:55:42,906:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-15 18:55:45,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.170194 seconds ...[0m
2023-09-15 18:55:45,129:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.20181[0m
2023-09-15 18:55:45,129:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-15 18:55:45,129:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-15 18:55:47,266:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137474 seconds ...[0m
2023-09-15 18:55:47,310:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.20810[0m
2023-09-15 18:55:47,310:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-15 18:55:47,310:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-15 18:55:49,486:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.175384 seconds ...[0m
2023-09-15 18:55:49,530:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.20167[0m
2023-09-15 18:55:49,530:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-15 18:55:49,530:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-15 18:55:51,649:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.118382 seconds ...[0m
2023-09-15 18:55:53,892:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.191694 seconds ...[0m
2023-09-15 18:55:53,892:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.20094[0m
2023-09-15 18:55:53,893:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0201 || HITRATE@5 Avg: 0.0604 || HITRATE@10 Avg: 0.0900 || NDCG@5 Avg: 0.0406 || NDCG@10 Avg: 0.0501[0m
2023-09-15 18:55:53,893:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-15 18:55:56,040:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146803 seconds ...[0m
2023-09-15 18:55:56,105:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.20310[0m
2023-09-15 18:55:56,105:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-15 18:55:56,105:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-15 18:55:58,331:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.225611 seconds ...[0m
2023-09-15 18:55:58,378:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.20246[0m
2023-09-15 18:55:58,378:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-15 18:55:58,379:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-15 18:56:00,523:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.143926 seconds ...[0m
2023-09-15 18:56:00,570:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.20346[0m
2023-09-15 18:56:00,570:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-15 18:56:00,570:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-15 18:56:02,746:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176123 seconds ...[0m
2023-09-15 18:56:02,794:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.20121[0m
2023-09-15 18:56:02,794:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-15 18:56:02,794:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-15 18:56:04,946:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.151991 seconds ...[0m
2023-09-15 18:56:07,230:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.237751 seconds ...[0m
2023-09-15 18:56:07,231:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.20049[0m
2023-09-15 18:56:07,231:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0193 || HITRATE@5 Avg: 0.0604 || HITRATE@10 Avg: 0.0906 || NDCG@5 Avg: 0.0402 || NDCG@10 Avg: 0.0499[0m
2023-09-15 18:56:07,231:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-15 18:56:09,362:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130827 seconds ...[0m
2023-09-15 18:56:09,412:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.19688[0m
2023-09-15 18:56:09,413:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-15 18:56:09,413:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-15 18:56:11,533:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.120329 seconds ...[0m
2023-09-15 18:56:11,577:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.19906[0m
2023-09-15 18:56:11,577:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-15 18:56:11,577:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-15 18:56:13,780:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.203216 seconds ...[0m
2023-09-15 18:56:13,848:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.19974[0m
2023-09-15 18:56:13,848:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-15 18:56:13,848:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-15 18:56:15,977:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129026 seconds ...[0m
2023-09-15 18:56:16,023:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.20108[0m
2023-09-15 18:56:16,023:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-15 18:56:16,023:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-15 18:56:18,195:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.171949 seconds ...[0m
2023-09-15 18:56:20,488:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.247764 seconds ...[0m
2023-09-15 18:56:20,488:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0515*** [0m
2023-09-15 18:56:20,502:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.19742[0m
2023-09-15 18:56:20,502:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0207 || HITRATE@5 Avg: 0.0609 || HITRATE@10 Avg: 0.0926 || NDCG@5 Avg: 0.0413 || NDCG@10 Avg: 0.0515[0m
2023-09-15 18:56:20,503:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-15 18:56:22,669:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166296 seconds ...[0m
2023-09-15 18:56:22,714:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.19941[0m
2023-09-15 18:56:22,714:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-15 18:56:22,714:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-15 18:56:24,905:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.190850 seconds ...[0m
2023-09-15 18:56:24,963:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.19471[0m
2023-09-15 18:56:24,963:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-15 18:56:24,964:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-15 18:56:27,104:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.140003 seconds ...[0m
2023-09-15 18:56:27,158:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.19670[0m
2023-09-15 18:56:27,158:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-15 18:56:27,158:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-15 18:56:29,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.185294 seconds ...[0m
2023-09-15 18:56:29,389:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.19793[0m
2023-09-15 18:56:29,390:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-15 18:56:29,390:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-15 18:56:31,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.086321 seconds ...[0m
2023-09-15 18:56:33,761:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.240096 seconds ...[0m
2023-09-15 18:56:33,761:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.19661[0m
2023-09-15 18:56:33,761:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0196 || HITRATE@5 Avg: 0.0602 || HITRATE@10 Avg: 0.0915 || NDCG@5 Avg: 0.0404 || NDCG@10 Avg: 0.0504[0m
2023-09-15 18:56:33,761:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-15 18:56:35,926:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.163971 seconds ...[0m
2023-09-15 18:56:35,975:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.19246[0m
2023-09-15 18:56:35,975:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-15 18:56:35,975:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-15 18:56:38,138:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162628 seconds ...[0m
2023-09-15 18:56:38,184:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.19464[0m
2023-09-15 18:56:38,184:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-15 18:56:38,184:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-15 18:56:40,338:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.153463 seconds ...[0m
2023-09-15 18:56:40,389:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.19197[0m
2023-09-15 18:56:40,389:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-15 18:56:40,389:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-15 18:56:42,546:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156179 seconds ...[0m
2023-09-15 18:56:42,591:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.19427[0m
2023-09-15 18:56:42,591:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-15 18:56:42,591:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-15 18:56:44,738:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.146089 seconds ...[0m
2023-09-15 18:56:46,939:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.156995 seconds ...[0m
2023-09-15 18:56:46,939:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.19402[0m
2023-09-15 18:56:46,940:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0199 || HITRATE@5 Avg: 0.0605 || HITRATE@10 Avg: 0.0901 || NDCG@5 Avg: 0.0407 || NDCG@10 Avg: 0.0502[0m
2023-09-15 18:56:46,940:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-15 18:56:49,107:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.167478 seconds ...[0m
2023-09-15 18:56:49,156:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.19305[0m
2023-09-15 18:56:49,156:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-15 18:56:49,156:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-15 18:56:51,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.193550 seconds ...[0m
2023-09-15 18:56:51,399:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.18921[0m
2023-09-15 18:56:51,399:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-15 18:56:51,399:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-15 18:56:53,594:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.194392 seconds ...[0m
2023-09-15 18:56:53,639:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.19177[0m
2023-09-15 18:56:53,639:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-15 18:56:53,639:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-15 18:56:55,792:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.153090 seconds ...[0m
2023-09-15 18:56:55,840:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.18995[0m
2023-09-15 18:56:55,840:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-15 18:56:55,840:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-15 18:56:58,026:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.185699 seconds ...[0m
2023-09-15 18:57:00,419:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.347836 seconds ...[0m
2023-09-15 18:57:00,420:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.19000[0m
2023-09-15 18:57:00,420:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0201 || HITRATE@5 Avg: 0.0607 || HITRATE@10 Avg: 0.0921 || NDCG@5 Avg: 0.0408 || NDCG@10 Avg: 0.0509[0m
2023-09-15 18:57:00,420:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-15 18:57:02,536:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.116167 seconds ...[0m
2023-09-15 18:57:02,589:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.19138[0m
2023-09-15 18:57:02,590:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-15 18:57:02,590:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-15 18:57:04,784:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.193981 seconds ...[0m
2023-09-15 18:57:04,832:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.19090[0m
2023-09-15 18:57:04,833:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-15 18:57:04,833:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-15 18:57:06,975:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.142522 seconds ...[0m
2023-09-15 18:57:07,019:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.18741[0m
2023-09-15 18:57:07,019:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-15 18:57:07,019:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-15 18:57:09,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133305 seconds ...[0m
2023-09-15 18:57:09,198:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.19041[0m
2023-09-15 18:57:09,199:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-15 18:57:09,199:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-15 18:57:11,404:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.204798 seconds ...[0m
2023-09-15 18:57:13,615:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.163483 seconds ...[0m
2023-09-15 18:57:13,615:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.19036[0m
2023-09-15 18:57:13,615:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0200 || HITRATE@5 Avg: 0.0602 || HITRATE@10 Avg: 0.0910 || NDCG@5 Avg: 0.0406 || NDCG@10 Avg: 0.0506[0m
2023-09-15 18:57:13,616:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-15 18:57:15,805:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189117 seconds ...[0m
2023-09-15 18:57:15,850:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.18897[0m
2023-09-15 18:57:15,850:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-15 18:57:15,850:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-15 18:57:18,019:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.168570 seconds ...[0m
2023-09-15 18:57:18,066:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.19292[0m
2023-09-15 18:57:18,066:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-15 18:57:18,067:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-15 18:57:20,245:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.178481 seconds ...[0m
2023-09-15 18:57:20,289:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.19119[0m
2023-09-15 18:57:20,289:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-15 18:57:20,289:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-15 18:57:22,414:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.125113 seconds ...[0m
2023-09-15 18:57:22,474:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.19001[0m
2023-09-15 18:57:22,474:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-15 18:57:22,474:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-15 18:57:24,644:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.169634 seconds ...[0m
2023-09-15 18:57:26,943:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.253994 seconds ...[0m
2023-09-15 18:57:26,944:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0515*** [0m
2023-09-15 18:57:26,962:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.18706[0m
2023-09-15 18:57:26,962:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0208 || HITRATE@5 Avg: 0.0617 || HITRATE@10 Avg: 0.0923 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0515[0m
2023-09-15 18:57:26,962:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-15 18:57:29,124:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.161401 seconds ...[0m
2023-09-15 18:57:29,169:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.18953[0m
2023-09-15 18:57:29,169:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-15 18:57:29,169:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-15 18:57:31,325:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.155935 seconds ...[0m
2023-09-15 18:57:31,370:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.18635[0m
2023-09-15 18:57:31,370:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-15 18:57:31,371:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-15 18:57:33,552:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.181486 seconds ...[0m
2023-09-15 18:57:33,613:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.18896[0m
2023-09-15 18:57:33,614:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-15 18:57:33,614:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-15 18:57:35,812:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.198250 seconds ...[0m
2023-09-15 18:57:35,858:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.18641[0m
2023-09-15 18:57:35,858:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-15 18:57:35,858:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-15 18:57:38,028:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.168893 seconds ...[0m
2023-09-15 18:57:40,345:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.273789 seconds ...[0m
2023-09-15 18:57:40,345:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.18740[0m
2023-09-15 18:57:40,345:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0206 || HITRATE@5 Avg: 0.0620 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0416 || NDCG@10 Avg: 0.0514[0m
2023-09-15 18:57:40,345:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-15 18:57:42,565:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.219332 seconds ...[0m
2023-09-15 18:57:42,615:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.18758[0m
2023-09-15 18:57:42,615:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-15 18:57:42,615:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-15 18:57:44,747:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131282 seconds ...[0m
2023-09-15 18:57:44,791:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.18970[0m
2023-09-15 18:57:44,791:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-15 18:57:44,791:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-15 18:57:46,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.201537 seconds ...[0m
2023-09-15 18:57:47,038:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.18504[0m
2023-09-15 18:57:47,038:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-15 18:57:47,038:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-15 18:57:49,176:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137171 seconds ...[0m
2023-09-15 18:57:49,219:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.18505[0m
2023-09-15 18:57:49,220:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-15 18:57:49,220:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-15 18:57:51,433:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.212771 seconds ...[0m
2023-09-15 18:57:53,766:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.286800 seconds ...[0m
2023-09-15 18:57:53,766:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0518*** [0m
2023-09-15 18:57:53,781:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.18400[0m
2023-09-15 18:57:53,781:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0204 || HITRATE@5 Avg: 0.0622 || HITRATE@10 Avg: 0.0936 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0518[0m
2023-09-15 18:57:53,781:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-15 18:57:55,955:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.173163 seconds ...[0m
2023-09-15 18:57:56,001:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.18559[0m
2023-09-15 18:57:56,001:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-15 18:57:56,002:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-15 18:57:58,165:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162816 seconds ...[0m
2023-09-15 18:57:58,209:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.18375[0m
2023-09-15 18:57:58,209:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-15 18:57:58,209:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-15 18:58:00,375:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.166069 seconds ...[0m
2023-09-15 18:58:00,423:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.18415[0m
2023-09-15 18:58:00,423:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-15 18:58:00,423:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-15 18:58:02,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130817 seconds ...[0m
2023-09-15 18:58:02,598:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.18258[0m
2023-09-15 18:58:02,598:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-15 18:58:02,599:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-15 18:58:04,805:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.206179 seconds ...[0m
2023-09-15 18:58:07,062:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.203682 seconds ...[0m
2023-09-15 18:58:07,062:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0523*** [0m
2023-09-15 18:58:07,078:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.18505[0m
2023-09-15 18:58:07,079:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0626 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0424 || NDCG@10 Avg: 0.0523[0m
2023-09-15 18:58:07,079:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-15 18:58:09,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.193466 seconds ...[0m
2023-09-15 18:58:09,320:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.18492[0m
2023-09-15 18:58:09,320:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-15 18:58:09,320:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-15 18:58:11,528:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.208072 seconds ...[0m
2023-09-15 18:58:11,578:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.18725[0m
2023-09-15 18:58:11,578:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-15 18:58:11,578:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-15 18:58:13,753:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.175305 seconds ...[0m
2023-09-15 18:58:13,808:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.18631[0m
2023-09-15 18:58:13,808:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-15 18:58:13,809:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-15 18:58:15,958:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149401 seconds ...[0m
2023-09-15 18:58:16,003:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.17978[0m
2023-09-15 18:58:16,003:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-15 18:58:16,004:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-15 18:58:18,149:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.144974 seconds ...[0m
2023-09-15 18:58:20,435:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.235125 seconds ...[0m
2023-09-15 18:58:20,435:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.18314[0m
2023-09-15 18:58:20,435:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0209 || HITRATE@5 Avg: 0.0616 || HITRATE@10 Avg: 0.0907 || NDCG@5 Avg: 0.0415 || NDCG@10 Avg: 0.0509[0m
2023-09-15 18:58:20,436:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-15 18:58:22,565:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129094 seconds ...[0m
2023-09-15 18:58:22,632:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.18244[0m
2023-09-15 18:58:22,632:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-15 18:58:22,632:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-15 18:58:24,808:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.176088 seconds ...[0m
2023-09-15 18:58:24,856:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.18159[0m
2023-09-15 18:58:24,856:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-15 18:58:24,856:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-15 18:58:27,095:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.238585 seconds ...[0m
2023-09-15 18:58:27,149:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.18540[0m
2023-09-15 18:58:27,149:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-15 18:58:27,150:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-15 18:58:29,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.194437 seconds ...[0m
2023-09-15 18:58:29,403:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.18087[0m
2023-09-15 18:58:29,404:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-15 18:58:29,404:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-15 18:58:31,541:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.136510 seconds ...[0m
2023-09-15 18:58:33,811:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.214693 seconds ...[0m
2023-09-15 18:58:33,811:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.18208[0m
2023-09-15 18:58:33,811:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0212 || HITRATE@5 Avg: 0.0614 || HITRATE@10 Avg: 0.0915 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0514[0m
2023-09-15 18:58:33,812:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-15 18:58:35,949:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137400 seconds ...[0m
2023-09-15 18:58:35,995:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.17911[0m
2023-09-15 18:58:35,995:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-15 18:58:35,995:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-15 18:58:38,158:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.162939 seconds ...[0m
2023-09-15 18:58:38,203:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.18358[0m
2023-09-15 18:58:38,203:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-15 18:58:38,203:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-15 18:58:40,341:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.137056 seconds ...[0m
2023-09-15 18:58:40,384:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.18374[0m
2023-09-15 18:58:40,385:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-15 18:58:40,385:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-15 18:58:42,504:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.119159 seconds ...[0m
2023-09-15 18:58:42,565:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.18037[0m
2023-09-15 18:58:42,565:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-15 18:58:42,565:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-15 18:58:44,695:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.129684 seconds ...[0m
2023-09-15 18:58:46,972:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.230150 seconds ...[0m
2023-09-15 18:58:46,973:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.17999[0m
2023-09-15 18:58:46,973:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0209 || HITRATE@5 Avg: 0.0618 || HITRATE@10 Avg: 0.0917 || NDCG@5 Avg: 0.0418 || NDCG@10 Avg: 0.0514[0m
2023-09-15 18:58:46,973:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-15 18:58:49,132:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.159019 seconds ...[0m
2023-09-15 18:58:49,177:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.18226[0m
2023-09-15 18:58:49,177:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-15 18:58:49,177:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-15 18:58:51,342:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.165173 seconds ...[0m
2023-09-15 18:58:51,395:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.17978[0m
2023-09-15 18:58:51,396:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-15 18:58:51,396:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-15 18:58:53,564:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.168368 seconds ...[0m
2023-09-15 18:58:53,613:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.17944[0m
2023-09-15 18:58:53,613:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-15 18:58:53,613:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-15 18:58:55,802:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.188457 seconds ...[0m
2023-09-15 18:58:55,846:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.17952[0m
2023-09-15 18:58:55,846:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-15 18:58:55,846:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-15 18:58:58,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.210032 seconds ...[0m
2023-09-15 18:59:00,311:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.210928 seconds ...[0m
2023-09-15 18:59:00,311:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.18265[0m
2023-09-15 18:59:00,311:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0213 || HITRATE@5 Avg: 0.0622 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0420 || NDCG@10 Avg: 0.0517[0m
2023-09-15 18:59:00,312:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-15 18:59:02,501:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.189599 seconds ...[0m
2023-09-15 18:59:02,559:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.18116[0m
2023-09-15 18:59:02,559:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-15 18:59:02,560:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-15 18:59:04,683:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.122790 seconds ...[0m
2023-09-15 18:59:04,731:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.17990[0m
2023-09-15 18:59:04,731:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-15 18:59:04,731:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-15 18:59:06,884:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.151918 seconds ...[0m
2023-09-15 18:59:06,931:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.17716[0m
2023-09-15 18:59:06,931:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-15 18:59:06,931:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-15 18:59:09,087:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156097 seconds ...[0m
2023-09-15 18:59:09,134:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.18025[0m
2023-09-15 18:59:09,134:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-15 18:59:09,134:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-15 18:59:11,313:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.178421 seconds ...[0m
2023-09-15 18:59:13,529:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.202671 seconds ...[0m
2023-09-15 18:59:15,763:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.234299 seconds ...[0m
2023-09-15 18:59:15,764:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.17705[0m
2023-09-15 18:59:15,764:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0206 || HITRATE@5 Avg: 0.0630 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0423 || NDCG@10 Avg: 0.0521[0m
2023-09-15 18:59:15,764:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0743 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0401[0m
2023-09-15 18:59:17,352:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.177048     199
1   valid   HITRATE@1  0.021956     175
2   valid   HITRATE@5  0.062961     200
3   valid  HITRATE@10  0.093637     170
4   valid      NDCG@5  0.042426     175
5   valid     NDCG@10  0.052291     175
6    test   HITRATE@1  0.014801       0
7    test   HITRATE@5  0.048697       0
8    test  HITRATE@10  0.074319       0
9    test      NDCG@5  0.031875       0
10   test     NDCG@10  0.040081       0[0m
2023-09-15 18:59:17,352:	[1;33m[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/3-0915185011[0m
2023-09-15 18:59:17,396:	[1;33m[Wall TIME] >>> Coach.summary takes 1.631397 seconds ...[0m
2023-09-15 18:59:17,396:	[1;33m[Coach] >>> Load best model @Epoch 175  [0m
2023-09-15 18:59:19,634:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.228559 seconds ...[0m
2023-09-15 18:59:21,834:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.199446 seconds ...[0m
2023-09-15 18:59:21,834:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>> [0m
2023-09-15 18:59:21,835:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0626 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0424 || NDCG@10 Avg: 0.0523[0m
2023-09-15 18:59:21,835:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0484 || HITRATE@10 Avg: 0.0749 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0405[0m
2023-09-15 18:59:21,845:	[1;33m[Wall TIME] >>> Coach.fit takes 543.064345 seconds ...[0m
