2023-09-17 09:12:47,324:	========================================================================
2023-09-17 09:12:47,324:	========================================================================
2023-09-17 09:12:47,324:	========================================================================
2023-09-17 09:12:47,324:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:12:47,324:	[1;34m[Seed] >>> Set seed: 3[0m
2023-09-17 09:12:47,325:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917091244] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.4] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/2] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/2-0917091244] 
[0m
2023-09-17 09:12:47,325:	[1;34m[Wall TIME] >>> Parser.compile takes 0.004917 seconds ...[0m
2023-09-17 09:12:47,334:	[1;34m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.User,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:12:47,580:	[1;34m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:12:47,580:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.254850 seconds ...[0m
2023-09-17 09:12:47,805:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.080325 seconds ...[0m
2023-09-17 09:12:47,989:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.183642 seconds ...[0m
2023-09-17 09:12:48,090:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.100910 seconds ...[0m
2023-09-17 09:12:51,922:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:12:51,922:	[1;34m[Wall TIME] >>> Coach.compile takes 0.001644 seconds ...[0m
2023-09-17 09:12:53,761:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.812536 seconds ...[0m
2023-09-17 09:12:53,761:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0003*** [0m
2023-09-17 09:12:53,769:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:12:53,770:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0002 || HITRATE@10 Avg: 0.0006 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0003[0m
2023-09-17 09:12:53,770:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:12:56,491:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.721185 seconds ...[0m
2023-09-17 09:12:56,529:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.58767[0m
2023-09-17 09:12:56,529:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:12:56,529:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:12:59,345:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.815274 seconds ...[0m
2023-09-17 09:12:59,383:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.50069[0m
2023-09-17 09:12:59,383:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:12:59,383:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:13:02,120:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.736363 seconds ...[0m
2023-09-17 09:13:02,161:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.45317[0m
2023-09-17 09:13:02,161:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:13:02,161:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:13:04,997:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.836184 seconds ...[0m
2023-09-17 09:13:05,040:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.40917[0m
2023-09-17 09:13:05,040:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:13:05,040:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:13:07,734:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.693878 seconds ...[0m
2023-09-17 09:13:09,523:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.744705 seconds ...[0m
2023-09-17 09:13:09,523:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0084*** [0m
2023-09-17 09:13:09,534:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.37578[0m
2023-09-17 09:13:09,534:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0031 || HITRATE@5 Avg: 0.0094 || HITRATE@10 Avg: 0.0159 || NDCG@5 Avg: 0.0063 || NDCG@10 Avg: 0.0084[0m
2023-09-17 09:13:09,534:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:13:12,283:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.748446 seconds ...[0m
2023-09-17 09:13:12,319:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.35124[0m
2023-09-17 09:13:12,320:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:13:12,320:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:13:15,034:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.713611 seconds ...[0m
2023-09-17 09:13:15,070:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.32951[0m
2023-09-17 09:13:15,070:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:13:15,071:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:13:17,932:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.861714 seconds ...[0m
2023-09-17 09:13:17,969:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.31105[0m
2023-09-17 09:13:17,969:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:13:17,969:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:13:20,751:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.781116 seconds ...[0m
2023-09-17 09:13:20,789:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.29583[0m
2023-09-17 09:13:20,789:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:13:20,789:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:13:23,496:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.706893 seconds ...[0m
2023-09-17 09:13:25,336:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.793906 seconds ...[0m
2023-09-17 09:13:25,336:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0128*** [0m
2023-09-17 09:13:25,347:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.28138[0m
2023-09-17 09:13:25,347:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0152 || HITRATE@10 Avg: 0.0257 || NDCG@5 Avg: 0.0094 || NDCG@10 Avg: 0.0128[0m
2023-09-17 09:13:25,347:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:13:27,859:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.512190 seconds ...[0m
2023-09-17 09:13:27,903:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.27218[0m
2023-09-17 09:13:27,903:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:13:27,903:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:13:30,662:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.758765 seconds ...[0m
2023-09-17 09:13:30,706:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.26159[0m
2023-09-17 09:13:30,707:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:13:30,707:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:13:33,399:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.691438 seconds ...[0m
2023-09-17 09:13:33,438:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.25160[0m
2023-09-17 09:13:33,438:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:13:33,438:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:13:36,210:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.771731 seconds ...[0m
2023-09-17 09:13:36,250:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.24520[0m
2023-09-17 09:13:36,250:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:13:36,250:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:13:39,003:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.752548 seconds ...[0m
2023-09-17 09:13:40,809:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.753172 seconds ...[0m
2023-09-17 09:13:40,810:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0138*** [0m
2023-09-17 09:13:40,819:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.23586[0m
2023-09-17 09:13:40,819:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0042 || HITRATE@5 Avg: 0.0166 || HITRATE@10 Avg: 0.0272 || NDCG@5 Avg: 0.0104 || NDCG@10 Avg: 0.0138[0m
2023-09-17 09:13:40,819:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:13:43,567:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.747406 seconds ...[0m
2023-09-17 09:13:43,619:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.23158[0m
2023-09-17 09:13:43,619:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:13:43,620:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:13:46,345:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.725141 seconds ...[0m
2023-09-17 09:13:46,385:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.22270[0m
2023-09-17 09:13:46,385:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:13:46,385:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:13:49,197:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.811307 seconds ...[0m
2023-09-17 09:13:49,240:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21625[0m
2023-09-17 09:13:49,240:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:13:49,240:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:13:52,094:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.853443 seconds ...[0m
2023-09-17 09:13:52,145:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21162[0m
2023-09-17 09:13:52,145:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:13:52,145:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:13:54,811:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.665260 seconds ...[0m
2023-09-17 09:13:56,585:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.735282 seconds ...[0m
2023-09-17 09:13:56,586:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0157*** [0m
2023-09-17 09:13:56,597:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20966[0m
2023-09-17 09:13:56,597:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0185 || HITRATE@10 Avg: 0.0320 || NDCG@5 Avg: 0.0114 || NDCG@10 Avg: 0.0157[0m
2023-09-17 09:13:56,597:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:13:59,488:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.890114 seconds ...[0m
2023-09-17 09:13:59,526:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20391[0m
2023-09-17 09:13:59,526:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:13:59,526:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:14:02,306:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.779747 seconds ...[0m
2023-09-17 09:14:02,358:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19724[0m
2023-09-17 09:14:02,359:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:14:02,359:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:14:05,039:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.680553 seconds ...[0m
2023-09-17 09:14:05,083:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19501[0m
2023-09-17 09:14:05,083:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:14:05,084:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:14:07,981:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.896678 seconds ...[0m
2023-09-17 09:14:08,023:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19063[0m
2023-09-17 09:14:08,023:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:14:08,023:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:14:10,824:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.800890 seconds ...[0m
2023-09-17 09:14:12,659:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.783687 seconds ...[0m
2023-09-17 09:14:12,660:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0161*** [0m
2023-09-17 09:14:12,671:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.18700[0m
2023-09-17 09:14:12,671:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0329 || NDCG@5 Avg: 0.0117 || NDCG@10 Avg: 0.0161[0m
2023-09-17 09:14:12,671:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:14:15,455:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.782915 seconds ...[0m
2023-09-17 09:14:15,499:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18254[0m
2023-09-17 09:14:15,499:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:14:15,499:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:14:18,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.877874 seconds ...[0m
2023-09-17 09:14:18,416:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.17956[0m
2023-09-17 09:14:18,416:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:14:18,416:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:14:21,227:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.810107 seconds ...[0m
2023-09-17 09:14:21,266:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.17736[0m
2023-09-17 09:14:21,266:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:14:21,266:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:14:23,992:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.725379 seconds ...[0m
2023-09-17 09:14:24,042:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17340[0m
2023-09-17 09:14:24,042:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:14:24,042:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:14:26,873:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.830929 seconds ...[0m
2023-09-17 09:14:28,784:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.870078 seconds ...[0m
2023-09-17 09:14:28,784:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0181*** [0m
2023-09-17 09:14:28,795:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17034[0m
2023-09-17 09:14:28,796:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0217 || HITRATE@10 Avg: 0.0366 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0181[0m
2023-09-17 09:14:28,796:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:14:31,504:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.707701 seconds ...[0m
2023-09-17 09:14:31,625:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.16925[0m
2023-09-17 09:14:31,626:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:14:31,626:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:14:34,438:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.812330 seconds ...[0m
2023-09-17 09:14:34,477:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16581[0m
2023-09-17 09:14:34,477:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:14:34,478:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:14:37,234:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.756449 seconds ...[0m
2023-09-17 09:14:37,276:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16335[0m
2023-09-17 09:14:37,276:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:14:37,276:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:14:40,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.767719 seconds ...[0m
2023-09-17 09:14:40,103:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16296[0m
2023-09-17 09:14:40,103:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:14:40,103:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:14:42,888:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.784121 seconds ...[0m
2023-09-17 09:14:44,854:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.914213 seconds ...[0m
2023-09-17 09:14:44,855:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.15916[0m
2023-09-17 09:14:44,855:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0201 || HITRATE@10 Avg: 0.0363 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0180[0m
2023-09-17 09:14:44,855:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:14:47,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.726287 seconds ...[0m
2023-09-17 09:14:47,619:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.15628[0m
2023-09-17 09:14:47,619:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:14:47,620:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:14:50,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.790725 seconds ...[0m
2023-09-17 09:14:50,449:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.15604[0m
2023-09-17 09:14:50,449:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:14:50,449:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:14:53,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.847307 seconds ...[0m
2023-09-17 09:14:53,336:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15491[0m
2023-09-17 09:14:53,336:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:14:53,336:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:14:55,996:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.659225 seconds ...[0m
2023-09-17 09:14:56,036:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15257[0m
2023-09-17 09:14:56,036:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:14:56,036:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:14:58,822:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.785601 seconds ...[0m
2023-09-17 09:15:00,718:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.848052 seconds ...[0m
2023-09-17 09:15:00,718:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15166[0m
2023-09-17 09:15:00,718:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0048 || HITRATE@5 Avg: 0.0211 || HITRATE@10 Avg: 0.0354 || NDCG@5 Avg: 0.0129 || NDCG@10 Avg: 0.0175[0m
2023-09-17 09:15:00,718:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:15:03,529:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.810324 seconds ...[0m
2023-09-17 09:15:03,579:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.14773[0m
2023-09-17 09:15:03,579:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:15:03,579:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:15:06,387:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.807792 seconds ...[0m
2023-09-17 09:15:06,426:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.14758[0m
2023-09-17 09:15:06,426:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:15:06,426:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:15:09,206:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.779439 seconds ...[0m
2023-09-17 09:15:09,241:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.14715[0m
2023-09-17 09:15:09,241:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:15:09,241:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:15:12,056:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.814567 seconds ...[0m
2023-09-17 09:15:12,091:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14473[0m
2023-09-17 09:15:12,091:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:15:12,091:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:15:14,836:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.744270 seconds ...[0m
2023-09-17 09:15:16,736:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.856858 seconds ...[0m
2023-09-17 09:15:16,737:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0187*** [0m
2023-09-17 09:15:16,747:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14343[0m
2023-09-17 09:15:16,747:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0217 || HITRATE@10 Avg: 0.0387 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0187[0m
2023-09-17 09:15:16,748:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:15:19,540:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.791839 seconds ...[0m
2023-09-17 09:15:19,583:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14368[0m
2023-09-17 09:15:19,583:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:15:19,583:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:15:22,421:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.837466 seconds ...[0m
2023-09-17 09:15:22,458:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.14117[0m
2023-09-17 09:15:22,459:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:15:22,459:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:15:25,240:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.781452 seconds ...[0m
2023-09-17 09:15:25,279:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.13703[0m
2023-09-17 09:15:25,279:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:15:25,279:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:15:27,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.683353 seconds ...[0m
2023-09-17 09:15:28,002:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.13926[0m
2023-09-17 09:15:28,003:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:15:28,003:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:15:30,744:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.740745 seconds ...[0m
2023-09-17 09:15:32,743:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.961411 seconds ...[0m
2023-09-17 09:15:32,743:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0198*** [0m
2023-09-17 09:15:32,755:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.13539[0m
2023-09-17 09:15:32,755:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0065 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0387 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0198[0m
2023-09-17 09:15:32,755:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:15:35,507:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.751228 seconds ...[0m
2023-09-17 09:15:35,555:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.13459[0m
2023-09-17 09:15:35,556:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:15:35,556:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:15:38,447:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.891014 seconds ...[0m
2023-09-17 09:15:38,495:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.13477[0m
2023-09-17 09:15:38,495:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:15:38,495:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:15:41,413:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.917874 seconds ...[0m
2023-09-17 09:15:41,462:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13256[0m
2023-09-17 09:15:41,462:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:15:41,462:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:15:44,319:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.856801 seconds ...[0m
2023-09-17 09:15:44,372:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13353[0m
2023-09-17 09:15:44,372:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:15:44,372:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:15:47,075:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.702236 seconds ...[0m
2023-09-17 09:15:48,884:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.765971 seconds ...[0m
2023-09-17 09:15:48,884:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0201*** [0m
2023-09-17 09:15:48,896:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13044[0m
2023-09-17 09:15:48,896:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0247 || HITRATE@10 Avg: 0.0389 || NDCG@5 Avg: 0.0156 || NDCG@10 Avg: 0.0201[0m
2023-09-17 09:15:48,896:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:15:51,699:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.802603 seconds ...[0m
2023-09-17 09:15:51,740:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.13053[0m
2023-09-17 09:15:51,740:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:15:51,740:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:15:54,461:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.721018 seconds ...[0m
2023-09-17 09:15:54,503:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.12916[0m
2023-09-17 09:15:54,503:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:15:54,503:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:15:57,225:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.722269 seconds ...[0m
2023-09-17 09:15:57,265:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.12871[0m
2023-09-17 09:15:57,265:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:15:57,266:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:16:00,035:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.768730 seconds ...[0m
2023-09-17 09:16:00,073:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.12836[0m
2023-09-17 09:16:00,073:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:16:00,073:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:16:02,879:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.805336 seconds ...[0m
2023-09-17 09:16:04,645:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.725866 seconds ...[0m
2023-09-17 09:16:04,646:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0202*** [0m
2023-09-17 09:16:04,656:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.12577[0m
2023-09-17 09:16:04,656:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0239 || HITRATE@10 Avg: 0.0414 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0202[0m
2023-09-17 09:16:04,656:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:16:07,424:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.767231 seconds ...[0m
2023-09-17 09:16:07,468:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.12405[0m
2023-09-17 09:16:07,468:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:16:07,468:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:16:10,338:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.870210 seconds ...[0m
2023-09-17 09:16:10,384:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.12605[0m
2023-09-17 09:16:10,384:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:16:10,384:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:16:13,185:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.800620 seconds ...[0m
2023-09-17 09:16:13,224:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.12326[0m
2023-09-17 09:16:13,225:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:16:13,225:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:16:15,881:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.656423 seconds ...[0m
2023-09-17 09:16:15,920:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.12582[0m
2023-09-17 09:16:15,920:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:16:15,920:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:16:18,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.828613 seconds ...[0m
2023-09-17 09:16:20,531:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.736536 seconds ...[0m
2023-09-17 09:16:20,531:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0204*** [0m
2023-09-17 09:16:20,544:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12342[0m
2023-09-17 09:16:20,544:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0054 || HITRATE@5 Avg: 0.0253 || HITRATE@10 Avg: 0.0411 || NDCG@5 Avg: 0.0153 || NDCG@10 Avg: 0.0204[0m
2023-09-17 09:16:20,544:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:16:23,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.826025 seconds ...[0m
2023-09-17 09:16:23,408:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12311[0m
2023-09-17 09:16:23,408:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:16:23,408:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:16:26,226:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.818057 seconds ...[0m
2023-09-17 09:16:26,266:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.12143[0m
2023-09-17 09:16:26,266:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:16:26,266:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:16:29,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.833473 seconds ...[0m
2023-09-17 09:16:29,141:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.12213[0m
2023-09-17 09:16:29,141:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:16:29,141:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:16:31,910:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.768694 seconds ...[0m
2023-09-17 09:16:31,951:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12016[0m
2023-09-17 09:16:31,951:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:16:31,951:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:16:34,810:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.858746 seconds ...[0m
2023-09-17 09:16:36,602:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.753605 seconds ...[0m
2023-09-17 09:16:36,602:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.12038[0m
2023-09-17 09:16:36,603:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0413 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0201[0m
2023-09-17 09:16:36,603:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:16:39,405:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.802332 seconds ...[0m
2023-09-17 09:16:39,460:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.11938[0m
2023-09-17 09:16:39,460:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:16:39,460:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:16:42,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.780930 seconds ...[0m
2023-09-17 09:16:42,290:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.11899[0m
2023-09-17 09:16:42,290:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:16:42,290:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:16:45,140:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.850056 seconds ...[0m
2023-09-17 09:16:45,185:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.11885[0m
2023-09-17 09:16:45,185:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:16:45,185:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:16:47,868:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.682628 seconds ...[0m
2023-09-17 09:16:47,910:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.11798[0m
2023-09-17 09:16:47,910:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:16:47,910:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:16:50,729:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.818388 seconds ...[0m
2023-09-17 09:16:52,485:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.718033 seconds ...[0m
2023-09-17 09:16:52,485:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.11760[0m
2023-09-17 09:16:52,486:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0045 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0384 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0186[0m
2023-09-17 09:16:52,486:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:16:55,181:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.695432 seconds ...[0m
2023-09-17 09:16:55,219:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.11629[0m
2023-09-17 09:16:55,219:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:16:55,219:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:16:58,022:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.801845 seconds ...[0m
2023-09-17 09:16:58,058:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.11780[0m
2023-09-17 09:16:58,058:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:16:58,058:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:17:00,972:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.913354 seconds ...[0m
2023-09-17 09:17:01,011:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.11545[0m
2023-09-17 09:17:01,011:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:17:01,011:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:17:03,802:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.790353 seconds ...[0m
2023-09-17 09:17:03,845:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.11493[0m
2023-09-17 09:17:03,846:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:17:03,846:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:17:06,737:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.891056 seconds ...[0m
2023-09-17 09:17:08,625:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.849065 seconds ...[0m
2023-09-17 09:17:08,626:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0211*** [0m
2023-09-17 09:17:08,640:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.11595[0m
2023-09-17 09:17:08,641:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0240 || HITRATE@10 Avg: 0.0407 || NDCG@5 Avg: 0.0157 || NDCG@10 Avg: 0.0211[0m
2023-09-17 09:17:08,641:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:17:11,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.756361 seconds ...[0m
2023-09-17 09:17:11,435:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.11330[0m
2023-09-17 09:17:11,435:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:17:11,435:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:17:14,176:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.740810 seconds ...[0m
2023-09-17 09:17:14,225:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.11459[0m
2023-09-17 09:17:14,225:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:17:14,225:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:17:16,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.671827 seconds ...[0m
2023-09-17 09:17:17,063:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11305[0m
2023-09-17 09:17:17,063:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:17:17,063:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:17:19,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.826444 seconds ...[0m
2023-09-17 09:17:19,931:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11314[0m
2023-09-17 09:17:19,931:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:17:19,931:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:17:22,639:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.708072 seconds ...[0m
2023-09-17 09:17:24,536:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.856222 seconds ...[0m
2023-09-17 09:17:24,536:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.11220[0m
2023-09-17 09:17:24,536:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0252 || HITRATE@10 Avg: 0.0431 || NDCG@5 Avg: 0.0153 || NDCG@10 Avg: 0.0211[0m
2023-09-17 09:17:24,536:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:17:27,435:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.898389 seconds ...[0m
2023-09-17 09:17:27,472:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11296[0m
2023-09-17 09:17:27,472:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:17:27,472:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:17:30,214:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.742283 seconds ...[0m
2023-09-17 09:17:30,252:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.11014[0m
2023-09-17 09:17:30,252:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:17:30,252:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:17:33,041:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.788824 seconds ...[0m
2023-09-17 09:17:33,081:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.11125[0m
2023-09-17 09:17:33,081:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:17:33,081:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:17:35,823:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.741501 seconds ...[0m
2023-09-17 09:17:35,860:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.10996[0m
2023-09-17 09:17:35,861:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:17:35,861:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:17:38,617:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.756111 seconds ...[0m
2023-09-17 09:17:40,465:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.809118 seconds ...[0m
2023-09-17 09:17:40,465:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0227*** [0m
2023-09-17 09:17:40,480:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.10770[0m
2023-09-17 09:17:40,480:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0268 || HITRATE@10 Avg: 0.0448 || NDCG@5 Avg: 0.0169 || NDCG@10 Avg: 0.0227[0m
2023-09-17 09:17:40,480:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:17:43,234:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.754060 seconds ...[0m
2023-09-17 09:17:43,274:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.10976[0m
2023-09-17 09:17:43,274:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:17:43,274:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:17:46,063:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.788672 seconds ...[0m
2023-09-17 09:17:46,107:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.11143[0m
2023-09-17 09:17:46,107:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:17:46,107:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:17:49,008:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.900604 seconds ...[0m
2023-09-17 09:17:49,050:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.10912[0m
2023-09-17 09:17:49,051:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:17:49,051:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:17:51,854:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.802684 seconds ...[0m
2023-09-17 09:17:51,900:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.10896[0m
2023-09-17 09:17:51,900:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:17:51,901:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:17:54,600:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.698761 seconds ...[0m
2023-09-17 09:17:56,590:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.945130 seconds ...[0m
2023-09-17 09:17:56,591:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0235*** [0m
2023-09-17 09:17:56,610:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.10928[0m
2023-09-17 09:17:56,611:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0453 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0235[0m
2023-09-17 09:17:56,611:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:17:59,533:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.921842 seconds ...[0m
2023-09-17 09:17:59,578:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.10644[0m
2023-09-17 09:17:59,578:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:17:59,578:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:18:02,467:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.888389 seconds ...[0m
2023-09-17 09:18:02,524:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.10713[0m
2023-09-17 09:18:02,524:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:18:02,524:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:18:05,171:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.647059 seconds ...[0m
2023-09-17 09:18:05,209:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.10765[0m
2023-09-17 09:18:05,209:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:18:05,209:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:18:08,005:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.795654 seconds ...[0m
2023-09-17 09:18:08,045:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.10601[0m
2023-09-17 09:18:08,045:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:18:08,045:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:18:10,809:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.763907 seconds ...[0m
2023-09-17 09:18:12,596:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.746924 seconds ...[0m
2023-09-17 09:18:12,596:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.10931[0m
2023-09-17 09:18:12,596:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0264 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0160 || NDCG@10 Avg: 0.0215[0m
2023-09-17 09:18:12,596:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:18:15,556:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.959622 seconds ...[0m
2023-09-17 09:18:15,602:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.10534[0m
2023-09-17 09:18:15,602:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:18:15,602:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:18:18,472:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.868905 seconds ...[0m
2023-09-17 09:18:18,515:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.10634[0m
2023-09-17 09:18:18,515:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:18:18,515:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:18:21,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.854683 seconds ...[0m
2023-09-17 09:18:21,408:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.10632[0m
2023-09-17 09:18:21,408:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:18:21,408:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:18:24,152:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.743237 seconds ...[0m
2023-09-17 09:18:24,207:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.10611[0m
2023-09-17 09:18:24,207:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:18:24,207:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:18:26,871:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.663754 seconds ...[0m
2023-09-17 09:18:28,758:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.845739 seconds ...[0m
2023-09-17 09:18:28,758:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.10347[0m
2023-09-17 09:18:28,759:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0264 || HITRATE@10 Avg: 0.0445 || NDCG@5 Avg: 0.0167 || NDCG@10 Avg: 0.0225[0m
2023-09-17 09:18:28,759:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:18:31,542:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.783185 seconds ...[0m
2023-09-17 09:18:31,583:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.10506[0m
2023-09-17 09:18:31,583:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:18:31,583:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:18:34,452:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.868746 seconds ...[0m
2023-09-17 09:18:34,490:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.10457[0m
2023-09-17 09:18:34,490:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:18:34,490:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:18:37,189:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.698241 seconds ...[0m
2023-09-17 09:18:37,232:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.10393[0m
2023-09-17 09:18:37,232:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:18:37,232:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:18:39,915:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.682477 seconds ...[0m
2023-09-17 09:18:39,953:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10337[0m
2023-09-17 09:18:39,953:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:18:39,954:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:18:42,606:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.652764 seconds ...[0m
2023-09-17 09:18:44,370:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.726000 seconds ...[0m
2023-09-17 09:18:44,371:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.10222[0m
2023-09-17 09:18:44,371:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0240 || HITRATE@10 Avg: 0.0441 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0213[0m
2023-09-17 09:18:44,371:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:18:47,190:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.818542 seconds ...[0m
2023-09-17 09:18:47,227:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10379[0m
2023-09-17 09:18:47,228:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:18:47,228:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:18:50,011:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.783512 seconds ...[0m
2023-09-17 09:18:50,048:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10303[0m
2023-09-17 09:18:50,048:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:18:50,049:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:18:52,814:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.765648 seconds ...[0m
2023-09-17 09:18:52,854:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.10174[0m
2023-09-17 09:18:52,854:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:18:52,854:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:18:55,633:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.778799 seconds ...[0m
2023-09-17 09:18:55,678:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.10286[0m
2023-09-17 09:18:55,678:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:18:55,678:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:18:58,361:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.682188 seconds ...[0m
2023-09-17 09:19:00,106:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.706215 seconds ...[0m
2023-09-17 09:19:00,106:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10244[0m
2023-09-17 09:19:00,107:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0265 || HITRATE@10 Avg: 0.0436 || NDCG@5 Avg: 0.0160 || NDCG@10 Avg: 0.0215[0m
2023-09-17 09:19:00,107:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:19:02,840:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.733222 seconds ...[0m
2023-09-17 09:19:02,892:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10139[0m
2023-09-17 09:19:02,893:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:19:02,893:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:19:05,784:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.891165 seconds ...[0m
2023-09-17 09:19:05,824:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10260[0m
2023-09-17 09:19:05,824:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:19:05,824:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:19:08,712:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.888019 seconds ...[0m
2023-09-17 09:19:08,752:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.09994[0m
2023-09-17 09:19:08,752:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:19:08,752:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:19:11,503:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.750843 seconds ...[0m
2023-09-17 09:19:11,550:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10007[0m
2023-09-17 09:19:11,551:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:19:11,551:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:19:14,262:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.710408 seconds ...[0m
2023-09-17 09:19:16,105:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.806556 seconds ...[0m
2023-09-17 09:19:16,105:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10164[0m
2023-09-17 09:19:16,106:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0169 || NDCG@10 Avg: 0.0231[0m
2023-09-17 09:19:16,106:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:19:18,946:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.840278 seconds ...[0m
2023-09-17 09:19:18,986:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10152[0m
2023-09-17 09:19:18,986:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:19:18,986:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:19:21,893:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.906591 seconds ...[0m
2023-09-17 09:19:21,931:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10128[0m
2023-09-17 09:19:21,931:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:19:21,931:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:19:24,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.837391 seconds ...[0m
2023-09-17 09:19:24,814:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.09940[0m
2023-09-17 09:19:24,814:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:19:24,814:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:19:27,565:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.750696 seconds ...[0m
2023-09-17 09:19:27,609:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.09931[0m
2023-09-17 09:19:27,609:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:19:27,609:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:19:30,340:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.730360 seconds ...[0m
2023-09-17 09:19:32,125:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.746035 seconds ...[0m
2023-09-17 09:19:32,126:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.09820[0m
2023-09-17 09:19:32,126:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0261 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0165 || NDCG@10 Avg: 0.0222[0m
2023-09-17 09:19:32,126:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:19:34,939:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.812461 seconds ...[0m
2023-09-17 09:19:34,978:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.09825[0m
2023-09-17 09:19:34,979:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:19:34,979:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:19:37,712:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.732839 seconds ...[0m
2023-09-17 09:19:37,752:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.09941[0m
2023-09-17 09:19:37,752:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:19:37,752:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:19:40,416:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.663911 seconds ...[0m
2023-09-17 09:19:40,456:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.09897[0m
2023-09-17 09:19:40,456:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:19:40,456:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:19:43,263:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.806659 seconds ...[0m
2023-09-17 09:19:43,299:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.09707[0m
2023-09-17 09:19:43,299:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:19:43,299:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:19:46,110:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.811005 seconds ...[0m
2023-09-17 09:19:47,938:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.779699 seconds ...[0m
2023-09-17 09:19:47,939:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.09924[0m
2023-09-17 09:19:47,939:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0270 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0164 || NDCG@10 Avg: 0.0225[0m
2023-09-17 09:19:47,939:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 09:19:50,776:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.837348 seconds ...[0m
2023-09-17 09:19:50,815:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.09667[0m
2023-09-17 09:19:50,816:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 09:19:50,816:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 09:19:53,620:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.804226 seconds ...[0m
2023-09-17 09:19:53,673:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.09668[0m
2023-09-17 09:19:53,673:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 09:19:53,673:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 09:19:56,387:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.713337 seconds ...[0m
2023-09-17 09:19:56,427:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.09773[0m
2023-09-17 09:19:56,427:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 09:19:56,427:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 09:19:59,257:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.829206 seconds ...[0m
2023-09-17 09:19:59,310:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.09564[0m
2023-09-17 09:19:59,310:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 09:19:59,310:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 09:20:01,999:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.688667 seconds ...[0m
2023-09-17 09:20:03,921:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.876370 seconds ...[0m
2023-09-17 09:20:03,922:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0243*** [0m
2023-09-17 09:20:03,936:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.09481[0m
2023-09-17 09:20:03,936:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0285 || HITRATE@10 Avg: 0.0483 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0243[0m
2023-09-17 09:20:03,936:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 09:20:06,705:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.768649 seconds ...[0m
2023-09-17 09:20:06,748:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.09884[0m
2023-09-17 09:20:06,748:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 09:20:06,748:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 09:20:09,580:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.830927 seconds ...[0m
2023-09-17 09:20:09,628:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.09700[0m
2023-09-17 09:20:09,628:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 09:20:09,628:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 09:20:12,372:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.744209 seconds ...[0m
2023-09-17 09:20:12,417:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.09784[0m
2023-09-17 09:20:12,418:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 09:20:12,418:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 09:20:15,222:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.803926 seconds ...[0m
2023-09-17 09:20:15,259:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.09672[0m
2023-09-17 09:20:15,259:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 09:20:15,260:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 09:20:17,980:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.720328 seconds ...[0m
2023-09-17 09:20:19,968:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.941219 seconds ...[0m
2023-09-17 09:20:19,968:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0247*** [0m
2023-09-17 09:20:19,980:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09677[0m
2023-09-17 09:20:19,980:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0180 || NDCG@10 Avg: 0.0247[0m
2023-09-17 09:20:19,980:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 09:20:22,853:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.872747 seconds ...[0m
2023-09-17 09:20:22,897:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09582[0m
2023-09-17 09:20:22,897:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 09:20:22,897:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 09:20:25,573:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.676269 seconds ...[0m
2023-09-17 09:20:25,617:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09655[0m
2023-09-17 09:20:25,617:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 09:20:25,617:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 09:20:28,426:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.809049 seconds ...[0m
2023-09-17 09:20:28,537:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09515[0m
2023-09-17 09:20:28,538:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 09:20:28,539:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 09:20:31,260:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.720918 seconds ...[0m
2023-09-17 09:20:31,305:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09506[0m
2023-09-17 09:20:31,306:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 09:20:31,306:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 09:20:34,053:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.747146 seconds ...[0m
2023-09-17 09:20:35,912:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.804369 seconds ...[0m
2023-09-17 09:20:35,913:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09572[0m
2023-09-17 09:20:35,913:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0262 || HITRATE@10 Avg: 0.0464 || NDCG@5 Avg: 0.0164 || NDCG@10 Avg: 0.0229[0m
2023-09-17 09:20:35,913:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 09:20:38,637:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.723769 seconds ...[0m
2023-09-17 09:20:38,677:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09515[0m
2023-09-17 09:20:38,677:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 09:20:38,678:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 09:20:41,456:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.778637 seconds ...[0m
2023-09-17 09:20:41,495:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09299[0m
2023-09-17 09:20:41,495:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 09:20:41,495:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 09:20:44,163:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.667250 seconds ...[0m
2023-09-17 09:20:44,199:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09434[0m
2023-09-17 09:20:44,200:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 09:20:44,200:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 09:20:46,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.675956 seconds ...[0m
2023-09-17 09:20:46,912:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09371[0m
2023-09-17 09:20:46,912:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 09:20:46,912:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 09:20:49,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.659252 seconds ...[0m
2023-09-17 09:20:51,428:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.816815 seconds ...[0m
2023-09-17 09:20:51,429:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0247*** [0m
2023-09-17 09:20:51,443:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09327[0m
2023-09-17 09:20:51,444:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0476 || NDCG@5 Avg: 0.0190 || NDCG@10 Avg: 0.0247[0m
2023-09-17 09:20:51,444:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 09:20:54,265:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.820436 seconds ...[0m
2023-09-17 09:20:54,305:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09462[0m
2023-09-17 09:20:54,305:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 09:20:54,305:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 09:20:57,173:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.868118 seconds ...[0m
2023-09-17 09:20:57,212:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09341[0m
2023-09-17 09:20:57,212:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 09:20:57,212:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 09:20:59,928:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.715444 seconds ...[0m
2023-09-17 09:20:59,973:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09360[0m
2023-09-17 09:20:59,973:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 09:20:59,973:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 09:21:02,814:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.841311 seconds ...[0m
2023-09-17 09:21:02,852:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09495[0m
2023-09-17 09:21:02,852:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 09:21:02,852:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 09:21:05,653:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.799979 seconds ...[0m
2023-09-17 09:21:07,458:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.767073 seconds ...[0m
2023-09-17 09:21:07,459:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09503[0m
2023-09-17 09:21:07,459:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0271 || HITRATE@10 Avg: 0.0456 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0227[0m
2023-09-17 09:21:07,459:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 09:21:10,203:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.743684 seconds ...[0m
2023-09-17 09:21:10,241:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09323[0m
2023-09-17 09:21:10,242:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 09:21:10,242:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 09:21:12,948:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.705731 seconds ...[0m
2023-09-17 09:21:12,983:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09442[0m
2023-09-17 09:21:12,983:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 09:21:12,983:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 09:21:15,700:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.716109 seconds ...[0m
2023-09-17 09:21:15,739:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09321[0m
2023-09-17 09:21:15,740:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 09:21:15,740:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 09:21:18,416:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.676249 seconds ...[0m
2023-09-17 09:21:18,455:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09351[0m
2023-09-17 09:21:18,456:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 09:21:18,457:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 09:21:21,133:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.675149 seconds ...[0m
2023-09-17 09:21:22,949:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.775642 seconds ...[0m
2023-09-17 09:21:22,949:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09274[0m
2023-09-17 09:21:22,949:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0280 || HITRATE@10 Avg: 0.0482 || NDCG@5 Avg: 0.0180 || NDCG@10 Avg: 0.0245[0m
2023-09-17 09:21:22,949:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 09:21:25,806:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.856376 seconds ...[0m
2023-09-17 09:21:25,852:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09192[0m
2023-09-17 09:21:25,852:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 09:21:25,853:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 09:21:28,650:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.797291 seconds ...[0m
2023-09-17 09:21:28,689:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09153[0m
2023-09-17 09:21:28,689:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 09:21:28,689:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 09:21:31,418:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.728769 seconds ...[0m
2023-09-17 09:21:31,470:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09374[0m
2023-09-17 09:21:31,470:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 09:21:31,470:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 09:21:34,266:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.795960 seconds ...[0m
2023-09-17 09:21:34,315:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09150[0m
2023-09-17 09:21:34,315:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 09:21:34,315:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 09:21:37,053:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.737733 seconds ...[0m
2023-09-17 09:21:38,966:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.872804 seconds ...[0m
2023-09-17 09:21:38,967:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09187[0m
2023-09-17 09:21:38,967:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0081 || HITRATE@5 Avg: 0.0288 || HITRATE@10 Avg: 0.0481 || NDCG@5 Avg: 0.0185 || NDCG@10 Avg: 0.0246[0m
2023-09-17 09:21:38,967:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 09:21:41,813:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.846217 seconds ...[0m
2023-09-17 09:21:41,852:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09112[0m
2023-09-17 09:21:41,852:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 09:21:41,853:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 09:21:44,620:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.766754 seconds ...[0m
2023-09-17 09:21:44,657:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09311[0m
2023-09-17 09:21:44,657:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 09:21:44,658:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 09:21:47,446:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.788076 seconds ...[0m
2023-09-17 09:21:47,485:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09335[0m
2023-09-17 09:21:47,485:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 09:21:47,485:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 09:21:50,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.772744 seconds ...[0m
2023-09-17 09:21:50,301:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09109[0m
2023-09-17 09:21:50,302:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 09:21:50,302:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 09:21:53,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.742556 seconds ...[0m
2023-09-17 09:21:54,907:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.825709 seconds ...[0m
2023-09-17 09:21:54,907:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0256*** [0m
2023-09-17 09:21:54,923:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09073[0m
2023-09-17 09:21:54,923:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0488 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0256[0m
2023-09-17 09:21:54,923:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 09:21:57,759:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.835576 seconds ...[0m
2023-09-17 09:21:57,799:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09064[0m
2023-09-17 09:21:57,799:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 09:21:57,799:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 09:22:00,482:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.683106 seconds ...[0m
2023-09-17 09:22:00,523:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09206[0m
2023-09-17 09:22:00,523:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 09:22:00,523:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 09:22:03,319:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.795886 seconds ...[0m
2023-09-17 09:22:03,363:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09021[0m
2023-09-17 09:22:03,363:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 09:22:03,363:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 09:22:06,139:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.775692 seconds ...[0m
2023-09-17 09:22:06,177:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.09267[0m
2023-09-17 09:22:06,177:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 09:22:06,177:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 09:22:08,929:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.751361 seconds ...[0m
2023-09-17 09:22:10,809:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.841846 seconds ...[0m
2023-09-17 09:22:10,809:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09153[0m
2023-09-17 09:22:10,810:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0302 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0195 || NDCG@10 Avg: 0.0256[0m
2023-09-17 09:22:10,810:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 09:22:13,600:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.790294 seconds ...[0m
2023-09-17 09:22:13,642:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.09121[0m
2023-09-17 09:22:13,643:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 09:22:13,643:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 09:22:16,314:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.671277 seconds ...[0m
2023-09-17 09:22:16,354:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.09276[0m
2023-09-17 09:22:16,355:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 09:22:16,355:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 09:22:19,214:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.859160 seconds ...[0m
2023-09-17 09:22:19,251:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.09078[0m
2023-09-17 09:22:19,252:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 09:22:19,252:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 09:22:21,935:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.683367 seconds ...[0m
2023-09-17 09:22:21,973:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08871[0m
2023-09-17 09:22:21,974:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 09:22:21,974:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 09:22:24,707:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.733024 seconds ...[0m
2023-09-17 09:22:26,548:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.803092 seconds ...[0m
2023-09-17 09:22:26,548:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0268*** [0m
2023-09-17 09:22:26,563:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.09226[0m
2023-09-17 09:22:26,563:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0506 || NDCG@5 Avg: 0.0208 || NDCG@10 Avg: 0.0268[0m
2023-09-17 09:22:26,563:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 09:22:29,336:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.772814 seconds ...[0m
2023-09-17 09:22:29,374:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.09072[0m
2023-09-17 09:22:29,374:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 09:22:29,374:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 09:22:32,053:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.678681 seconds ...[0m
2023-09-17 09:22:32,088:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.09255[0m
2023-09-17 09:22:32,089:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 09:22:32,089:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 09:22:34,841:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.751955 seconds ...[0m
2023-09-17 09:22:34,878:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09114[0m
2023-09-17 09:22:34,878:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 09:22:34,878:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 09:22:37,678:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.799495 seconds ...[0m
2023-09-17 09:22:37,726:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08967[0m
2023-09-17 09:22:37,726:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 09:22:37,726:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 09:22:40,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.732408 seconds ...[0m
2023-09-17 09:22:42,357:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.850899 seconds ...[0m
2023-09-17 09:22:42,358:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.09181[0m
2023-09-17 09:22:42,358:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0309 || HITRATE@10 Avg: 0.0508 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0256[0m
2023-09-17 09:22:42,358:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 09:22:45,166:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.807710 seconds ...[0m
2023-09-17 09:22:45,206:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08912[0m
2023-09-17 09:22:45,206:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 09:22:45,206:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 09:22:47,998:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.792119 seconds ...[0m
2023-09-17 09:22:48,039:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08879[0m
2023-09-17 09:22:48,039:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 09:22:48,039:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 09:22:50,793:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.753092 seconds ...[0m
2023-09-17 09:22:50,833:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.08784[0m
2023-09-17 09:22:50,833:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 09:22:50,833:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 09:22:53,509:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.676049 seconds ...[0m
2023-09-17 09:22:53,559:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08960[0m
2023-09-17 09:22:53,560:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 09:22:53,560:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 09:22:56,343:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.782282 seconds ...[0m
2023-09-17 09:22:58,211:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.827682 seconds ...[0m
2023-09-17 09:22:58,211:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08872[0m
2023-09-17 09:22:58,211:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0304 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0257[0m
2023-09-17 09:22:58,212:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 09:23:00,988:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.776697 seconds ...[0m
2023-09-17 09:23:01,026:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.08972[0m
2023-09-17 09:23:01,027:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 09:23:01,027:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 09:23:03,693:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.665972 seconds ...[0m
2023-09-17 09:23:03,729:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08975[0m
2023-09-17 09:23:03,729:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 09:23:03,729:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 09:23:06,577:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.848100 seconds ...[0m
2023-09-17 09:23:06,626:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08975[0m
2023-09-17 09:23:06,626:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 09:23:06,626:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 09:23:09,320:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.694342 seconds ...[0m
2023-09-17 09:23:09,358:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.09078[0m
2023-09-17 09:23:09,358:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 09:23:09,358:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 09:23:12,104:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.745147 seconds ...[0m
2023-09-17 09:23:14,047:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.896612 seconds ...[0m
2023-09-17 09:23:14,047:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.08766[0m
2023-09-17 09:23:14,047:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0298 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0186 || NDCG@10 Avg: 0.0247[0m
2023-09-17 09:23:14,047:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 09:23:16,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.837983 seconds ...[0m
2023-09-17 09:23:16,926:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.08944[0m
2023-09-17 09:23:16,926:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 09:23:16,926:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 09:23:19,590:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.663187 seconds ...[0m
2023-09-17 09:23:19,632:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.08802[0m
2023-09-17 09:23:19,632:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 09:23:19,632:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 09:23:22,409:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.776440 seconds ...[0m
2023-09-17 09:23:22,458:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.08796[0m
2023-09-17 09:23:22,458:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 09:23:22,459:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 09:23:25,283:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.823779 seconds ...[0m
2023-09-17 09:23:25,323:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.09021[0m
2023-09-17 09:23:25,323:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 09:23:25,323:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 09:23:28,022:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.699221 seconds ...[0m
2023-09-17 09:23:29,958:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.882687 seconds ...[0m
2023-09-17 09:23:29,958:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.08882[0m
2023-09-17 09:23:29,959:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0497 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0254[0m
2023-09-17 09:23:29,959:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 09:23:32,801:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.842120 seconds ...[0m
2023-09-17 09:23:32,846:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.08915[0m
2023-09-17 09:23:32,847:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 09:23:32,847:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 09:23:35,576:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.729491 seconds ...[0m
2023-09-17 09:23:35,616:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.08813[0m
2023-09-17 09:23:35,616:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 09:23:35,616:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 09:23:38,392:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.775525 seconds ...[0m
2023-09-17 09:23:38,431:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.08746[0m
2023-09-17 09:23:38,432:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 09:23:38,432:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 09:23:41,253:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.821360 seconds ...[0m
2023-09-17 09:23:41,292:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.08936[0m
2023-09-17 09:23:41,292:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 09:23:41,292:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 09:23:44,050:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.757547 seconds ...[0m
2023-09-17 09:23:45,935:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.844873 seconds ...[0m
2023-09-17 09:23:45,936:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.08834[0m
2023-09-17 09:23:45,936:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0260[0m
2023-09-17 09:23:45,936:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 09:23:48,754:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.818102 seconds ...[0m
2023-09-17 09:23:48,795:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.08843[0m
2023-09-17 09:23:48,795:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 09:23:48,795:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 09:23:51,629:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.834087 seconds ...[0m
2023-09-17 09:23:51,673:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.08763[0m
2023-09-17 09:23:51,673:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 09:23:51,673:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 09:23:54,441:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.767570 seconds ...[0m
2023-09-17 09:23:54,476:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.08793[0m
2023-09-17 09:23:54,476:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 09:23:54,476:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 09:23:57,194:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.716942 seconds ...[0m
2023-09-17 09:23:57,229:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.08839[0m
2023-09-17 09:23:57,229:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 09:23:57,229:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 09:23:59,967:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.737496 seconds ...[0m
2023-09-17 09:24:01,823:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.816465 seconds ...[0m
2023-09-17 09:24:01,824:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.08649[0m
2023-09-17 09:24:01,824:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0305 || HITRATE@10 Avg: 0.0506 || NDCG@5 Avg: 0.0193 || NDCG@10 Avg: 0.0257[0m
2023-09-17 09:24:01,824:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 09:24:04,589:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.764048 seconds ...[0m
2023-09-17 09:24:04,628:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.08779[0m
2023-09-17 09:24:04,628:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 09:24:04,628:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:24:07,475:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.846585 seconds ...[0m
2023-09-17 09:24:07,513:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.08721[0m
2023-09-17 09:24:07,513:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:24:07,513:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:24:10,287:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.773510 seconds ...[0m
2023-09-17 09:24:10,330:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.08798[0m
2023-09-17 09:24:10,331:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:24:10,331:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:24:13,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.711259 seconds ...[0m
2023-09-17 09:24:13,080:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.08681[0m
2023-09-17 09:24:13,080:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:24:13,080:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:24:15,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.776494 seconds ...[0m
2023-09-17 09:24:17,679:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.780379 seconds ...[0m
2023-09-17 09:24:17,680:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.08636[0m
2023-09-17 09:24:17,680:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0315 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0262[0m
2023-09-17 09:24:17,680:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:24:20,464:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.783496 seconds ...[0m
2023-09-17 09:24:20,503:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.08774[0m
2023-09-17 09:24:20,503:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:24:20,503:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:24:23,289:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.785793 seconds ...[0m
2023-09-17 09:24:23,328:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.08645[0m
2023-09-17 09:24:23,329:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:24:23,329:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:24:26,121:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.792266 seconds ...[0m
2023-09-17 09:24:26,156:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.08712[0m
2023-09-17 09:24:26,157:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:24:26,157:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:24:28,904:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.747488 seconds ...[0m
2023-09-17 09:24:28,948:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.08506[0m
2023-09-17 09:24:28,948:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:24:28,949:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:24:31,781:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.832661 seconds ...[0m
2023-09-17 09:24:33,635:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.808394 seconds ...[0m
2023-09-17 09:24:33,635:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0273*** [0m
2023-09-17 09:24:33,647:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.08667[0m
2023-09-17 09:24:33,647:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0314 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0204 || NDCG@10 Avg: 0.0273[0m
2023-09-17 09:24:33,647:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:24:36,413:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.765453 seconds ...[0m
2023-09-17 09:24:36,455:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.08411[0m
2023-09-17 09:24:36,455:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:24:36,456:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:24:39,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.802501 seconds ...[0m
2023-09-17 09:24:39,308:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.08583[0m
2023-09-17 09:24:39,308:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:24:39,308:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:24:42,067:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.758552 seconds ...[0m
2023-09-17 09:24:42,105:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.08624[0m
2023-09-17 09:24:42,105:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:24:42,106:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:24:44,765:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.659771 seconds ...[0m
2023-09-17 09:24:44,811:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.08604[0m
2023-09-17 09:24:44,811:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:24:44,811:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:24:47,612:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.800700 seconds ...[0m
2023-09-17 09:24:49,397:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.740114 seconds ...[0m
2023-09-17 09:24:49,397:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.08530[0m
2023-09-17 09:24:49,397:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0271[0m
2023-09-17 09:24:49,398:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:24:52,164:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.766434 seconds ...[0m
2023-09-17 09:24:52,210:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.08565[0m
2023-09-17 09:24:52,211:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:24:52,211:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:24:54,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.679332 seconds ...[0m
2023-09-17 09:24:54,930:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.08483[0m
2023-09-17 09:24:54,930:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:24:54,930:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:24:57,684:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.753685 seconds ...[0m
2023-09-17 09:24:57,722:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.08539[0m
2023-09-17 09:24:57,722:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:24:57,722:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:25:00,384:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.661089 seconds ...[0m
2023-09-17 09:25:00,425:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.08524[0m
2023-09-17 09:25:00,426:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:25:00,426:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:25:03,270:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.844050 seconds ...[0m
2023-09-17 09:25:05,072:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.759193 seconds ...[0m
2023-09-17 09:25:05,072:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0276*** [0m
2023-09-17 09:25:05,081:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.08366[0m
2023-09-17 09:25:05,081:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0276[0m
2023-09-17 09:25:05,081:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:25:07,889:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.807221 seconds ...[0m
2023-09-17 09:25:07,934:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.08600[0m
2023-09-17 09:25:07,934:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:25:07,934:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:25:10,637:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.703331 seconds ...[0m
2023-09-17 09:25:10,681:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.08515[0m
2023-09-17 09:25:10,682:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:25:10,682:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:25:13,402:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.720224 seconds ...[0m
2023-09-17 09:25:13,437:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.08546[0m
2023-09-17 09:25:13,437:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:25:13,438:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:25:16,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.803419 seconds ...[0m
2023-09-17 09:25:16,281:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.08582[0m
2023-09-17 09:25:16,281:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:25:16,281:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:25:19,030:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.748755 seconds ...[0m
2023-09-17 09:25:20,832:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.753477 seconds ...[0m
2023-09-17 09:25:20,832:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.08426[0m
2023-09-17 09:25:20,832:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0312 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0267[0m
2023-09-17 09:25:20,832:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:25:23,470:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.638104 seconds ...[0m
2023-09-17 09:25:23,512:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.08504[0m
2023-09-17 09:25:23,512:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:25:23,512:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:25:26,248:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.736297 seconds ...[0m
2023-09-17 09:25:26,284:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.08464[0m
2023-09-17 09:25:26,284:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:25:26,284:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:25:29,147:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.862527 seconds ...[0m
2023-09-17 09:25:29,193:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.08415[0m
2023-09-17 09:25:29,193:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:25:29,193:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:25:32,012:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.818285 seconds ...[0m
2023-09-17 09:25:32,050:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.08487[0m
2023-09-17 09:25:32,050:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:25:32,050:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:25:34,787:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.736137 seconds ...[0m
2023-09-17 09:25:36,686:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.859334 seconds ...[0m
2023-09-17 09:25:36,687:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.08521[0m
2023-09-17 09:25:36,687:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0095 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0273[0m
2023-09-17 09:25:36,687:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:25:39,400:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.712977 seconds ...[0m
2023-09-17 09:25:39,438:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08558[0m
2023-09-17 09:25:39,438:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:25:39,438:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:25:42,237:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.797858 seconds ...[0m
2023-09-17 09:25:42,279:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.08535[0m
2023-09-17 09:25:42,279:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:25:42,279:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:25:45,068:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.788254 seconds ...[0m
2023-09-17 09:25:45,111:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.08349[0m
2023-09-17 09:25:45,111:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:25:45,111:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:25:47,770:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.658868 seconds ...[0m
2023-09-17 09:25:47,817:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08558[0m
2023-09-17 09:25:47,817:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:25:47,817:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:25:50,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.797221 seconds ...[0m
2023-09-17 09:25:52,471:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.820546 seconds ...[0m
2023-09-17 09:25:52,471:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08400[0m
2023-09-17 09:25:52,471:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0320 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0265[0m
2023-09-17 09:25:52,471:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:25:55,322:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.850399 seconds ...[0m
2023-09-17 09:25:55,371:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.08343[0m
2023-09-17 09:25:55,371:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:25:55,371:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:25:58,176:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.804583 seconds ...[0m
2023-09-17 09:25:58,220:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.08654[0m
2023-09-17 09:25:58,221:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:25:58,221:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:26:01,074:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.852333 seconds ...[0m
2023-09-17 09:26:01,123:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.08400[0m
2023-09-17 09:26:01,123:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:26:01,124:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:26:03,887:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.762754 seconds ...[0m
2023-09-17 09:26:03,937:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08416[0m
2023-09-17 09:26:03,937:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:26:03,937:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:26:06,621:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.683435 seconds ...[0m
2023-09-17 09:26:08,543:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.885025 seconds ...[0m
2023-09-17 09:26:08,543:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08340[0m
2023-09-17 09:26:08,543:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0325 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0266[0m
2023-09-17 09:26:08,543:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:26:11,218:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.674238 seconds ...[0m
2023-09-17 09:26:11,257:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08367[0m
2023-09-17 09:26:11,257:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:26:11,257:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:26:14,055:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.796949 seconds ...[0m
2023-09-17 09:26:14,105:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08409[0m
2023-09-17 09:26:14,106:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:26:14,106:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:26:16,810:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.703598 seconds ...[0m
2023-09-17 09:26:16,846:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08479[0m
2023-09-17 09:26:16,846:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:26:16,846:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:26:19,477:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.630203 seconds ...[0m
2023-09-17 09:26:19,515:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08377[0m
2023-09-17 09:26:19,515:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:26:19,515:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:26:22,259:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.743635 seconds ...[0m
2023-09-17 09:26:24,044:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.736267 seconds ...[0m
2023-09-17 09:26:24,044:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0277*** [0m
2023-09-17 09:26:24,053:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08271[0m
2023-09-17 09:26:24,053:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0336 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0277[0m
2023-09-17 09:26:24,053:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:26:26,817:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.763529 seconds ...[0m
2023-09-17 09:26:26,859:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08465[0m
2023-09-17 09:26:26,859:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:26:26,859:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:26:29,696:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.836495 seconds ...[0m
2023-09-17 09:26:29,744:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08371[0m
2023-09-17 09:26:29,744:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:26:29,744:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:26:32,492:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.748202 seconds ...[0m
2023-09-17 09:26:32,548:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.08310[0m
2023-09-17 09:26:32,548:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:26:32,549:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:26:35,283:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.734318 seconds ...[0m
2023-09-17 09:26:35,328:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08492[0m
2023-09-17 09:26:35,328:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:26:35,328:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:26:38,158:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.829759 seconds ...[0m
2023-09-17 09:26:39,997:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.802001 seconds ...[0m
2023-09-17 09:26:39,998:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08438[0m
2023-09-17 09:26:39,998:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0311 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0268[0m
2023-09-17 09:26:39,998:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:26:42,659:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.660642 seconds ...[0m
2023-09-17 09:26:42,696:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08487[0m
2023-09-17 09:26:42,696:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:26:42,696:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:26:45,550:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.853321 seconds ...[0m
2023-09-17 09:26:45,597:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08240[0m
2023-09-17 09:26:45,598:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:26:45,598:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:26:48,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.790445 seconds ...[0m
2023-09-17 09:26:48,437:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08328[0m
2023-09-17 09:26:48,438:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:26:48,438:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:26:51,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.603632 seconds ...[0m
2023-09-17 09:26:51,081:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08329[0m
2023-09-17 09:26:51,081:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:26:51,081:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:26:53,945:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.864112 seconds ...[0m
2023-09-17 09:26:55,831:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.834659 seconds ...[0m
2023-09-17 09:26:55,832:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08259[0m
2023-09-17 09:26:55,832:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0269[0m
2023-09-17 09:26:55,832:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:26:58,545:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.713015 seconds ...[0m
2023-09-17 09:26:58,583:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08324[0m
2023-09-17 09:26:58,583:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:26:58,583:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:27:01,340:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.756595 seconds ...[0m
2023-09-17 09:27:01,384:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08253[0m
2023-09-17 09:27:01,384:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:27:01,384:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:27:04,189:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.804147 seconds ...[0m
2023-09-17 09:27:04,234:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08160[0m
2023-09-17 09:27:04,234:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:27:04,235:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:27:06,851:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.616218 seconds ...[0m
2023-09-17 09:27:06,894:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08250[0m
2023-09-17 09:27:06,894:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:27:06,894:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:27:09,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.815530 seconds ...[0m
2023-09-17 09:27:11,572:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.816353 seconds ...[0m
2023-09-17 09:27:11,573:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08285[0m
2023-09-17 09:27:11,573:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0265[0m
2023-09-17 09:27:11,573:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:27:14,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.804343 seconds ...[0m
2023-09-17 09:27:14,421:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08184[0m
2023-09-17 09:27:14,421:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:27:14,421:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:27:17,123:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.701381 seconds ...[0m
2023-09-17 09:27:17,167:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08281[0m
2023-09-17 09:27:17,167:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:27:17,167:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:27:19,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.795272 seconds ...[0m
2023-09-17 09:27:19,999:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08250[0m
2023-09-17 09:27:19,999:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:27:19,999:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:27:22,784:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.784527 seconds ...[0m
2023-09-17 09:27:22,819:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08234[0m
2023-09-17 09:27:22,819:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:27:22,820:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:27:25,536:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.716593 seconds ...[0m
2023-09-17 09:27:27,438:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.862356 seconds ...[0m
2023-09-17 09:27:27,438:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08146[0m
2023-09-17 09:27:27,438:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0521 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0273[0m
2023-09-17 09:27:27,438:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:27:30,164:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.725165 seconds ...[0m
2023-09-17 09:27:30,200:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08292[0m
2023-09-17 09:27:30,200:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:27:30,200:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:27:33,127:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.926831 seconds ...[0m
2023-09-17 09:27:33,174:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08182[0m
2023-09-17 09:27:33,174:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:27:33,174:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:27:35,881:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.706582 seconds ...[0m
2023-09-17 09:27:35,927:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08257[0m
2023-09-17 09:27:35,928:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:27:35,928:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:27:38,760:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.832341 seconds ...[0m
2023-09-17 09:27:38,800:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08308[0m
2023-09-17 09:27:38,801:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:27:38,802:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:27:41,442:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.639527 seconds ...[0m
2023-09-17 09:27:43,305:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.827060 seconds ...[0m
2023-09-17 09:27:43,305:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08120[0m
2023-09-17 09:27:43,306:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0312 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0194 || NDCG@10 Avg: 0.0264[0m
2023-09-17 09:27:43,306:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:27:46,055:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.749013 seconds ...[0m
2023-09-17 09:27:46,108:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08329[0m
2023-09-17 09:27:46,108:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:27:46,109:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:27:48,947:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.838004 seconds ...[0m
2023-09-17 09:27:48,987:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08036[0m
2023-09-17 09:27:48,987:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:27:48,987:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:27:51,736:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.748316 seconds ...[0m
2023-09-17 09:27:51,942:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08161[0m
2023-09-17 09:27:51,942:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:27:51,942:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:27:54,726:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.784142 seconds ...[0m
2023-09-17 09:27:54,766:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08127[0m
2023-09-17 09:27:54,766:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:27:54,766:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:27:57,561:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.794629 seconds ...[0m
2023-09-17 09:27:59,511:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.902546 seconds ...[0m
2023-09-17 09:27:59,511:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08152[0m
2023-09-17 09:27:59,511:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0205 || NDCG@10 Avg: 0.0266[0m
2023-09-17 09:27:59,511:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:28:02,287:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.775416 seconds ...[0m
2023-09-17 09:28:02,327:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08187[0m
2023-09-17 09:28:02,327:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:28:02,327:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:28:05,130:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.802135 seconds ...[0m
2023-09-17 09:28:05,169:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08186[0m
2023-09-17 09:28:05,169:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:28:05,169:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:28:08,009:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.840066 seconds ...[0m
2023-09-17 09:28:08,052:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08351[0m
2023-09-17 09:28:08,052:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:28:08,052:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:28:10,797:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.744356 seconds ...[0m
2023-09-17 09:28:10,837:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08136[0m
2023-09-17 09:28:10,837:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:28:10,837:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:28:13,648:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.811168 seconds ...[0m
2023-09-17 09:28:15,419:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.731574 seconds ...[0m
2023-09-17 09:28:15,419:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0283*** [0m
2023-09-17 09:28:15,429:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08092[0m
2023-09-17 09:28:15,430:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0283[0m
2023-09-17 09:28:15,430:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:28:18,137:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.706843 seconds ...[0m
2023-09-17 09:28:18,179:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.07981[0m
2023-09-17 09:28:18,179:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:28:18,179:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:28:20,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.710179 seconds ...[0m
2023-09-17 09:28:20,927:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08083[0m
2023-09-17 09:28:20,927:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:28:20,927:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:28:23,678:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.750883 seconds ...[0m
2023-09-17 09:28:23,720:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08061[0m
2023-09-17 09:28:23,720:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:28:23,720:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:28:26,511:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.790900 seconds ...[0m
2023-09-17 09:28:26,557:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08127[0m
2023-09-17 09:28:26,557:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:28:26,557:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:28:29,355:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.797610 seconds ...[0m
2023-09-17 09:28:31,175:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.783750 seconds ...[0m
2023-09-17 09:28:31,175:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08225[0m
2023-09-17 09:28:31,175:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0339 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0282[0m
2023-09-17 09:28:31,175:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:28:33,898:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.722114 seconds ...[0m
2023-09-17 09:28:33,993:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08055[0m
2023-09-17 09:28:33,993:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:28:33,993:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:28:36,765:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.771388 seconds ...[0m
2023-09-17 09:28:36,817:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.07898[0m
2023-09-17 09:28:36,817:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:28:36,817:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:28:39,511:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.693524 seconds ...[0m
2023-09-17 09:28:39,548:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08229[0m
2023-09-17 09:28:39,548:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:28:39,548:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:28:42,147:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.598650 seconds ...[0m
2023-09-17 09:28:42,195:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08072[0m
2023-09-17 09:28:42,195:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:28:42,195:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:28:44,623:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.427537 seconds ...[0m
2023-09-17 09:28:46,282:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.648087 seconds ...[0m
2023-09-17 09:28:47,961:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.678075 seconds ...[0m
2023-09-17 09:28:47,961:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0290*** [0m
2023-09-17 09:28:47,972:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.07913[0m
2023-09-17 09:28:47,972:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0552 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0290[0m
2023-09-17 09:28:47,973:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0235[0m
2023-09-17 09:28:49,561:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.078983     296
1   valid   HITRATE@1  0.010457     300
2   valid   HITRATE@5  0.033897     295
3   valid  HITRATE@10  0.055172     300
4   valid      NDCG@5  0.022047     300
5   valid     NDCG@10  0.028951     300
6    test   HITRATE@1  0.008345       0
7    test   HITRATE@5  0.027869       0
8    test  HITRATE@10  0.044406       0
9    test      NDCG@5  0.018225       0
10   test     NDCG@10  0.023512       0[0m
2023-09-17 09:28:49,561:	[1;34m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/2-0917091244[0m
2023-09-17 09:28:49,654:	[1;34m[Wall TIME] >>> Coach.summary takes 1.681212 seconds ...[0m
2023-09-17 09:28:49,654:	[1;34m[Coach] >>> Load best model @Epoch 300  [0m
2023-09-17 09:28:51,368:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.707347 seconds ...[0m
2023-09-17 09:28:53,089:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.719959 seconds ...[0m
2023-09-17 09:28:53,089:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>> [0m
2023-09-17 09:28:53,089:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0552 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0290[0m
2023-09-17 09:28:53,090:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0235[0m
2023-09-17 09:28:53,095:	[1;34m[Wall TIME] >>> Coach.fit takes 961.164649 seconds ...[0m
