2023-09-20 16:21:21,581:	========================================================================
2023-09-20 16:21:21,581:	========================================================================
2023-09-20 16:21:21,581:	========================================================================
2023-09-20 16:21:21,581:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-20 16:21:21,582:	[1;35m[Seed] >>> Set seed: 4[0m
2023-09-20 16:21:21,582:	[1;35m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 4] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 1] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0920162119] 
[maxlen: 200] 
[maxlen4graph: 10] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.1] 
[mask_prob: 0.2] 
[decay_step: 25] 
[decay_factor: 1.0] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/1] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/1-0920162119] 
[0m
2023-09-20 16:21:21,582:	[1;35m[Wall TIME] >>> Parser.compile takes 0.004596 seconds ...[0m
2023-09-20 16:21:21,586:	[1;35m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
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
2023-09-20 16:21:21,965:	[1;35m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-20 16:21:21,965:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.382560 seconds ...[0m
2023-09-20 16:21:22,840:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.499082 seconds ...[0m
2023-09-20 16:21:23,348:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.507630 seconds ...[0m
2023-09-20 16:21:25,789:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-20 16:21:25,789:	[1;35m[Wall TIME] >>> Coach.compile takes 0.000678 seconds ...[0m
2023-09-20 16:21:27,807:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.995813 seconds ...[0m
2023-09-20 16:21:27,808:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0015*** [0m
2023-09-20 16:21:27,819:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-20 16:21:27,819:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0005 || HITRATE@5 Avg: 0.0017 || HITRATE@10 Avg: 0.0028 || NDCG@5 Avg: 0.0011 || NDCG@10 Avg: 0.0015[0m
2023-09-20 16:21:27,819:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-20 16:21:29,482:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.662920 seconds ...[0m
2023-09-20 16:21:29,542:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 7.95630[0m
2023-09-20 16:21:29,542:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-20 16:21:29,542:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-20 16:21:31,196:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.654232 seconds ...[0m
2023-09-20 16:21:31,257:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 7.63801[0m
2023-09-20 16:21:31,257:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-20 16:21:31,257:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-20 16:21:32,918:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.660839 seconds ...[0m
2023-09-20 16:21:32,990:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 7.51556[0m
2023-09-20 16:21:32,990:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-20 16:21:32,991:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-20 16:21:34,687:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.696671 seconds ...[0m
2023-09-20 16:21:34,748:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 7.47907[0m
2023-09-20 16:21:34,748:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-20 16:21:34,748:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-20 16:21:36,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.654453 seconds ...[0m
2023-09-20 16:21:37,741:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.263157 seconds ...[0m
2023-09-20 16:21:37,742:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0208*** [0m
2023-09-20 16:21:37,754:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 7.47541[0m
2023-09-20 16:21:37,754:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0230 || HITRATE@10 Avg: 0.0429 || NDCG@5 Avg: 0.0145 || NDCG@10 Avg: 0.0208[0m
2023-09-20 16:21:37,755:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-20 16:21:39,314:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.559231 seconds ...[0m
2023-09-20 16:21:39,377:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 7.46476[0m
2023-09-20 16:21:39,377:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-20 16:21:39,377:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-20 16:21:41,025:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.647491 seconds ...[0m
2023-09-20 16:21:41,080:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 7.45743[0m
2023-09-20 16:21:41,080:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-20 16:21:41,080:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-20 16:21:42,735:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.654140 seconds ...[0m
2023-09-20 16:21:42,800:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 7.41843[0m
2023-09-20 16:21:42,801:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-20 16:21:42,801:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-20 16:21:44,436:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634636 seconds ...[0m
2023-09-20 16:21:44,494:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 7.40160[0m
2023-09-20 16:21:44,494:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-20 16:21:44,494:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-20 16:21:46,161:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.666934 seconds ...[0m
2023-09-20 16:21:47,359:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.142817 seconds ...[0m
2023-09-20 16:21:47,360:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0233*** [0m
2023-09-20 16:21:47,373:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 7.36125[0m
2023-09-20 16:21:47,373:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0250 || HITRATE@10 Avg: 0.0474 || NDCG@5 Avg: 0.0162 || NDCG@10 Avg: 0.0233[0m
2023-09-20 16:21:47,373:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-20 16:21:48,974:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.600978 seconds ...[0m
2023-09-20 16:21:49,034:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 7.28324[0m
2023-09-20 16:21:49,035:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-20 16:21:49,035:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-20 16:21:50,693:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.658314 seconds ...[0m
2023-09-20 16:21:50,754:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 7.18097[0m
2023-09-20 16:21:50,754:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-20 16:21:50,754:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-20 16:21:52,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.606719 seconds ...[0m
2023-09-20 16:21:52,420:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 7.05475[0m
2023-09-20 16:21:52,420:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-20 16:21:52,420:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-20 16:21:54,030:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.610079 seconds ...[0m
2023-09-20 16:21:54,088:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 6.93384[0m
2023-09-20 16:21:54,088:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-20 16:21:54,088:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-20 16:21:55,708:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619461 seconds ...[0m
2023-09-20 16:21:56,943:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.173362 seconds ...[0m
2023-09-20 16:21:56,943:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0561*** [0m
2023-09-20 16:21:56,956:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 6.84985[0m
2023-09-20 16:21:56,957:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0654 || HITRATE@10 Avg: 0.1111 || NDCG@5 Avg: 0.0414 || NDCG@10 Avg: 0.0561[0m
2023-09-20 16:21:56,957:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-20 16:21:58,630:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.673562 seconds ...[0m
2023-09-20 16:21:58,709:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 6.75671[0m
2023-09-20 16:21:58,709:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-20 16:21:58,709:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-20 16:22:00,578:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868610 seconds ...[0m
2023-09-20 16:22:00,656:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 6.68894[0m
2023-09-20 16:22:00,656:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-20 16:22:00,656:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-20 16:22:02,506:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849927 seconds ...[0m
2023-09-20 16:22:02,585:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 6.62955[0m
2023-09-20 16:22:02,585:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-20 16:22:02,585:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-20 16:22:04,459:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.873539 seconds ...[0m
2023-09-20 16:22:04,541:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 6.57685[0m
2023-09-20 16:22:04,541:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-20 16:22:04,541:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-20 16:22:06,407:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.865341 seconds ...[0m
2023-09-20 16:22:08,578:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.093162 seconds ...[0m
2023-09-20 16:22:08,579:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0670*** [0m
2023-09-20 16:22:08,596:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 6.52585[0m
2023-09-20 16:22:08,597:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0816 || HITRATE@10 Avg: 0.1250 || NDCG@5 Avg: 0.0531 || NDCG@10 Avg: 0.0670[0m
2023-09-20 16:22:08,597:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-20 16:22:10,455:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857849 seconds ...[0m
2023-09-20 16:22:10,534:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 6.49998[0m
2023-09-20 16:22:10,534:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-20 16:22:10,534:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-20 16:22:12,388:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854239 seconds ...[0m
2023-09-20 16:22:12,467:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 6.46346[0m
2023-09-20 16:22:12,468:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-20 16:22:12,468:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-20 16:22:14,313:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845611 seconds ...[0m
2023-09-20 16:22:14,388:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 6.43483[0m
2023-09-20 16:22:14,388:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-20 16:22:14,389:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-20 16:22:16,248:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859660 seconds ...[0m
2023-09-20 16:22:16,327:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 6.41120[0m
2023-09-20 16:22:16,327:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-20 16:22:16,327:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-20 16:22:18,187:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859033 seconds ...[0m
2023-09-20 16:22:20,437:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.165841 seconds ...[0m
2023-09-20 16:22:20,437:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0749*** [0m
2023-09-20 16:22:20,455:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 6.38947[0m
2023-09-20 16:22:20,455:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0902 || HITRATE@10 Avg: 0.1442 || NDCG@5 Avg: 0.0576 || NDCG@10 Avg: 0.0749[0m
2023-09-20 16:22:20,455:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-20 16:22:22,335:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.880097 seconds ...[0m
2023-09-20 16:22:22,414:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 6.36036[0m
2023-09-20 16:22:22,414:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-20 16:22:22,414:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-20 16:22:24,310:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.895586 seconds ...[0m
2023-09-20 16:22:24,389:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 6.36070[0m
2023-09-20 16:22:24,389:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-20 16:22:24,390:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-20 16:22:26,230:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.840423 seconds ...[0m
2023-09-20 16:22:26,308:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 6.34367[0m
2023-09-20 16:22:26,309:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-20 16:22:26,309:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-20 16:22:28,155:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846399 seconds ...[0m
2023-09-20 16:22:28,230:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 6.31365[0m
2023-09-20 16:22:28,230:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-20 16:22:28,230:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-20 16:22:30,080:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849216 seconds ...[0m
2023-09-20 16:22:32,350:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.192595 seconds ...[0m
2023-09-20 16:22:32,350:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0796*** [0m
2023-09-20 16:22:32,368:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 6.29015[0m
2023-09-20 16:22:32,368:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0253 || HITRATE@5 Avg: 0.0988 || HITRATE@10 Avg: 0.1535 || NDCG@5 Avg: 0.0621 || NDCG@10 Avg: 0.0796[0m
2023-09-20 16:22:32,368:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-20 16:22:34,234:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.866054 seconds ...[0m
2023-09-20 16:22:34,311:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 6.26176[0m
2023-09-20 16:22:34,312:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-20 16:22:34,312:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-20 16:22:36,169:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856917 seconds ...[0m
2023-09-20 16:22:36,247:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 6.25574[0m
2023-09-20 16:22:36,248:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-20 16:22:36,248:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-20 16:22:38,136:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.887969 seconds ...[0m
2023-09-20 16:22:38,215:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 6.22068[0m
2023-09-20 16:22:38,215:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-20 16:22:38,215:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-20 16:22:39,999:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.783415 seconds ...[0m
2023-09-20 16:22:40,058:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 6.19377[0m
2023-09-20 16:22:40,059:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-20 16:22:40,059:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-20 16:22:41,625:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.566424 seconds ...[0m
2023-09-20 16:22:42,742:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.060019 seconds ...[0m
2023-09-20 16:22:42,743:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0893*** [0m
2023-09-20 16:22:42,757:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 6.17518[0m
2023-09-20 16:22:42,757:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0285 || HITRATE@5 Avg: 0.1076 || HITRATE@10 Avg: 0.1730 || NDCG@5 Avg: 0.0682 || NDCG@10 Avg: 0.0893[0m
2023-09-20 16:22:42,757:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-20 16:22:44,350:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.592697 seconds ...[0m
2023-09-20 16:22:44,412:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 6.15291[0m
2023-09-20 16:22:44,412:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-20 16:22:44,412:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-20 16:22:45,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.567531 seconds ...[0m
2023-09-20 16:22:46,041:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 6.13084[0m
2023-09-20 16:22:46,041:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-20 16:22:46,041:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-20 16:22:47,656:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614027 seconds ...[0m
2023-09-20 16:22:47,711:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 6.12226[0m
2023-09-20 16:22:47,711:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-20 16:22:47,711:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-20 16:22:49,312:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.600577 seconds ...[0m
2023-09-20 16:22:49,373:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 6.07320[0m
2023-09-20 16:22:49,373:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-20 16:22:49,373:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-20 16:22:51,000:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.626238 seconds ...[0m
2023-09-20 16:22:52,227:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.167606 seconds ...[0m
2023-09-20 16:22:52,228:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0971*** [0m
2023-09-20 16:22:52,241:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 6.06649[0m
2023-09-20 16:22:52,241:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0341 || HITRATE@5 Avg: 0.1167 || HITRATE@10 Avg: 0.1843 || NDCG@5 Avg: 0.0753 || NDCG@10 Avg: 0.0971[0m
2023-09-20 16:22:52,241:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-20 16:22:53,849:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.607062 seconds ...[0m
2023-09-20 16:22:53,906:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 6.05709[0m
2023-09-20 16:22:53,906:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-20 16:22:53,906:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-20 16:22:55,503:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.596879 seconds ...[0m
2023-09-20 16:22:55,560:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 6.05455[0m
2023-09-20 16:22:55,561:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-20 16:22:55,561:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-20 16:22:57,157:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.595754 seconds ...[0m
2023-09-20 16:22:57,209:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 6.02476[0m
2023-09-20 16:22:57,209:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-20 16:22:57,210:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-20 16:22:58,796:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.585989 seconds ...[0m
2023-09-20 16:22:58,852:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 6.01722[0m
2023-09-20 16:22:58,852:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-20 16:22:58,852:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-20 16:23:00,434:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.581814 seconds ...[0m
2023-09-20 16:23:02,353:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.861196 seconds ...[0m
2023-09-20 16:23:02,353:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1070*** [0m
2023-09-20 16:23:02,370:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 5.97896[0m
2023-09-20 16:23:02,371:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0387 || HITRATE@5 Avg: 0.1300 || HITRATE@10 Avg: 0.1980 || NDCG@5 Avg: 0.0851 || NDCG@10 Avg: 0.1070[0m
2023-09-20 16:23:02,371:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-20 16:23:04,218:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846925 seconds ...[0m
2023-09-20 16:23:04,297:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 5.99144[0m
2023-09-20 16:23:04,297:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-20 16:23:04,297:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-20 16:23:06,136:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.838766 seconds ...[0m
2023-09-20 16:23:06,214:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 5.96296[0m
2023-09-20 16:23:06,214:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-20 16:23:06,214:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-20 16:23:08,072:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857370 seconds ...[0m
2023-09-20 16:23:08,150:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 5.97966[0m
2023-09-20 16:23:08,150:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-20 16:23:08,150:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-20 16:23:10,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851284 seconds ...[0m
2023-09-20 16:23:10,080:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 5.94289[0m
2023-09-20 16:23:10,080:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-20 16:23:10,080:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-20 16:23:11,932:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851149 seconds ...[0m
2023-09-20 16:23:14,149:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.140224 seconds ...[0m
2023-09-20 16:23:14,150:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1093*** [0m
2023-09-20 16:23:14,167:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 5.94126[0m
2023-09-20 16:23:14,168:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0387 || HITRATE@5 Avg: 0.1321 || HITRATE@10 Avg: 0.2061 || NDCG@5 Avg: 0.0855 || NDCG@10 Avg: 0.1093[0m
2023-09-20 16:23:14,168:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-20 16:23:16,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.875262 seconds ...[0m
2023-09-20 16:23:16,121:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 5.90578[0m
2023-09-20 16:23:16,122:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-20 16:23:16,122:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-20 16:23:17,979:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856594 seconds ...[0m
2023-09-20 16:23:18,059:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 5.89702[0m
2023-09-20 16:23:18,059:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-20 16:23:18,059:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-20 16:23:19,907:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.847183 seconds ...[0m
2023-09-20 16:23:19,984:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 5.88753[0m
2023-09-20 16:23:19,985:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-20 16:23:19,985:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-20 16:23:21,817:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.832555 seconds ...[0m
2023-09-20 16:23:21,896:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 5.87413[0m
2023-09-20 16:23:21,896:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-20 16:23:21,896:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-20 16:23:23,728:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.832006 seconds ...[0m
2023-09-20 16:23:25,897:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.091716 seconds ...[0m
2023-09-20 16:23:25,898:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1127*** [0m
2023-09-20 16:23:25,915:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 5.85771[0m
2023-09-20 16:23:25,916:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0399 || HITRATE@5 Avg: 0.1376 || HITRATE@10 Avg: 0.2103 || NDCG@5 Avg: 0.0892 || NDCG@10 Avg: 0.1127[0m
2023-09-20 16:23:25,916:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-20 16:23:27,768:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851648 seconds ...[0m
2023-09-20 16:23:27,851:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 5.88447[0m
2023-09-20 16:23:27,851:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-20 16:23:27,851:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-20 16:23:29,708:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856960 seconds ...[0m
2023-09-20 16:23:29,783:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 5.82963[0m
2023-09-20 16:23:29,783:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-20 16:23:29,783:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-20 16:23:31,585:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.801453 seconds ...[0m
2023-09-20 16:23:31,637:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 5.84258[0m
2023-09-20 16:23:31,638:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-20 16:23:31,638:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-20 16:23:33,188:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.549773 seconds ...[0m
2023-09-20 16:23:33,240:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 5.83493[0m
2023-09-20 16:23:33,240:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-20 16:23:33,240:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-20 16:23:34,832:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.592139 seconds ...[0m
2023-09-20 16:23:36,034:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.140448 seconds ...[0m
2023-09-20 16:23:36,034:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1184*** [0m
2023-09-20 16:23:36,047:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 5.83175[0m
2023-09-20 16:23:36,047:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0444 || HITRATE@5 Avg: 0.1422 || HITRATE@10 Avg: 0.2199 || NDCG@5 Avg: 0.0935 || NDCG@10 Avg: 0.1184[0m
2023-09-20 16:23:36,048:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-20 16:23:37,628:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.580161 seconds ...[0m
2023-09-20 16:23:37,684:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 5.82254[0m
2023-09-20 16:23:37,684:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-20 16:23:37,684:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-20 16:23:39,261:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.576782 seconds ...[0m
2023-09-20 16:23:39,315:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 5.80929[0m
2023-09-20 16:23:39,315:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-20 16:23:39,315:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-20 16:23:40,920:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.604304 seconds ...[0m
2023-09-20 16:23:40,983:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 5.80910[0m
2023-09-20 16:23:40,983:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-20 16:23:40,983:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-20 16:23:42,588:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.605335 seconds ...[0m
2023-09-20 16:23:42,649:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 5.80464[0m
2023-09-20 16:23:42,649:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-20 16:23:42,649:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-20 16:23:44,263:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.613770 seconds ...[0m
2023-09-20 16:23:45,547:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.220203 seconds ...[0m
2023-09-20 16:23:45,547:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1212*** [0m
2023-09-20 16:23:45,560:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 5.77665[0m
2023-09-20 16:23:45,561:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0444 || HITRATE@5 Avg: 0.1495 || HITRATE@10 Avg: 0.2257 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1212[0m
2023-09-20 16:23:45,561:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-20 16:23:47,153:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.592450 seconds ...[0m
2023-09-20 16:23:47,209:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 5.78247[0m
2023-09-20 16:23:47,209:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-20 16:23:47,209:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-20 16:23:48,831:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.621199 seconds ...[0m
2023-09-20 16:23:48,891:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 5.75660[0m
2023-09-20 16:23:48,891:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-20 16:23:48,891:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-20 16:23:50,525:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.633390 seconds ...[0m
2023-09-20 16:23:50,590:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 5.75308[0m
2023-09-20 16:23:50,590:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-20 16:23:50,590:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-20 16:23:52,231:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.640055 seconds ...[0m
2023-09-20 16:23:52,293:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 5.75219[0m
2023-09-20 16:23:52,293:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-20 16:23:52,293:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-20 16:23:53,995:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.701798 seconds ...[0m
2023-09-20 16:23:56,191:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.116997 seconds ...[0m
2023-09-20 16:23:56,191:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1243*** [0m
2023-09-20 16:23:56,208:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 5.75261[0m
2023-09-20 16:23:56,209:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1488 || HITRATE@10 Avg: 0.2329 || NDCG@5 Avg: 0.0971 || NDCG@10 Avg: 0.1243[0m
2023-09-20 16:23:56,209:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-20 16:23:58,080:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.870941 seconds ...[0m
2023-09-20 16:23:58,160:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 5.74833[0m
2023-09-20 16:23:58,161:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-20 16:23:58,161:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-20 16:24:00,025:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863886 seconds ...[0m
2023-09-20 16:24:00,102:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 5.74355[0m
2023-09-20 16:24:00,102:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-20 16:24:00,102:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-20 16:24:01,957:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854739 seconds ...[0m
2023-09-20 16:24:02,040:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 5.74106[0m
2023-09-20 16:24:02,040:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-20 16:24:02,041:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-20 16:24:03,896:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855570 seconds ...[0m
2023-09-20 16:24:03,975:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 5.72940[0m
2023-09-20 16:24:03,976:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-20 16:24:03,976:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-20 16:24:05,822:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845663 seconds ...[0m
2023-09-20 16:24:07,993:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.081026 seconds ...[0m
2023-09-20 16:24:07,994:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1271*** [0m
2023-09-20 16:24:08,012:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 5.71738[0m
2023-09-20 16:24:08,012:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0445 || HITRATE@5 Avg: 0.1561 || HITRATE@10 Avg: 0.2356 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1271[0m
2023-09-20 16:24:08,012:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-20 16:24:09,896:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.884104 seconds ...[0m
2023-09-20 16:24:09,977:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 5.70841[0m
2023-09-20 16:24:09,977:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-20 16:24:09,977:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-20 16:24:11,837:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.858958 seconds ...[0m
2023-09-20 16:24:11,913:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 5.71618[0m
2023-09-20 16:24:11,914:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-20 16:24:11,914:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-20 16:24:13,756:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.842374 seconds ...[0m
2023-09-20 16:24:13,835:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 5.70410[0m
2023-09-20 16:24:13,836:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-20 16:24:13,836:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-20 16:24:15,681:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844683 seconds ...[0m
2023-09-20 16:24:15,760:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 5.71367[0m
2023-09-20 16:24:15,760:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-20 16:24:15,760:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-20 16:24:17,620:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.858972 seconds ...[0m
2023-09-20 16:24:19,842:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.145948 seconds ...[0m
2023-09-20 16:24:19,843:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1283*** [0m
2023-09-20 16:24:19,860:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 5.69600[0m
2023-09-20 16:24:19,860:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1546 || HITRATE@10 Avg: 0.2411 || NDCG@5 Avg: 0.1004 || NDCG@10 Avg: 0.1283[0m
2023-09-20 16:24:19,860:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-20 16:24:21,717:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856955 seconds ...[0m
2023-09-20 16:24:21,796:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 5.69269[0m
2023-09-20 16:24:21,796:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-20 16:24:21,796:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-20 16:24:23,651:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854033 seconds ...[0m
2023-09-20 16:24:23,725:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 5.69030[0m
2023-09-20 16:24:23,725:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-20 16:24:23,725:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-20 16:24:25,580:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854884 seconds ...[0m
2023-09-20 16:24:25,659:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 5.67774[0m
2023-09-20 16:24:25,659:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-20 16:24:25,659:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-20 16:24:27,516:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856799 seconds ...[0m
2023-09-20 16:24:27,595:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 5.67007[0m
2023-09-20 16:24:27,595:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-20 16:24:27,595:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-20 16:24:29,438:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843062 seconds ...[0m
2023-09-20 16:24:31,588:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.074195 seconds ...[0m
2023-09-20 16:24:31,588:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1327*** [0m
2023-09-20 16:24:31,606:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 5.65215[0m
2023-09-20 16:24:31,606:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1613 || HITRATE@10 Avg: 0.2464 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1327[0m
2023-09-20 16:24:31,606:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-20 16:24:33,423:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.816419 seconds ...[0m
2023-09-20 16:24:33,479:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 5.66632[0m
2023-09-20 16:24:33,480:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-20 16:24:33,480:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-20 16:24:35,036:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.556299 seconds ...[0m
2023-09-20 16:24:35,091:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 5.65088[0m
2023-09-20 16:24:35,091:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-20 16:24:35,091:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-20 16:24:36,717:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.625686 seconds ...[0m
2023-09-20 16:24:36,771:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 5.65157[0m
2023-09-20 16:24:36,771:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-20 16:24:36,771:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-20 16:24:38,348:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.577519 seconds ...[0m
2023-09-20 16:24:38,405:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 5.64455[0m
2023-09-20 16:24:38,405:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-20 16:24:38,405:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-20 16:24:39,994:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.588385 seconds ...[0m
2023-09-20 16:24:41,166:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.116100 seconds ...[0m
2023-09-20 16:24:41,166:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1365*** [0m
2023-09-20 16:24:41,180:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 5.65311[0m
2023-09-20 16:24:41,180:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0515 || HITRATE@5 Avg: 0.1669 || HITRATE@10 Avg: 0.2497 || NDCG@5 Avg: 0.1098 || NDCG@10 Avg: 0.1365[0m
2023-09-20 16:24:41,180:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-20 16:24:42,785:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.604069 seconds ...[0m
2023-09-20 16:24:42,844:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 5.65729[0m
2023-09-20 16:24:42,844:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-20 16:24:42,844:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-20 16:24:44,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.608193 seconds ...[0m
2023-09-20 16:24:44,515:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 5.63475[0m
2023-09-20 16:24:44,515:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-20 16:24:44,515:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-20 16:24:46,146:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.631177 seconds ...[0m
2023-09-20 16:24:46,207:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 5.63307[0m
2023-09-20 16:24:46,207:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-20 16:24:46,207:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-20 16:24:47,809:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.601032 seconds ...[0m
2023-09-20 16:24:47,872:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 5.60799[0m
2023-09-20 16:24:47,872:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-20 16:24:47,872:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-20 16:24:49,487:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614689 seconds ...[0m
2023-09-20 16:24:50,645:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.098278 seconds ...[0m
2023-09-20 16:24:50,645:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1367*** [0m
2023-09-20 16:24:50,658:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 5.61500[0m
2023-09-20 16:24:50,658:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1642 || HITRATE@10 Avg: 0.2553 || NDCG@5 Avg: 0.1074 || NDCG@10 Avg: 0.1367[0m
2023-09-20 16:24:50,658:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-20 16:24:52,249:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.589926 seconds ...[0m
2023-09-20 16:24:52,310:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 5.60856[0m
2023-09-20 16:24:52,310:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-20 16:24:52,310:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-20 16:24:53,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.631472 seconds ...[0m
2023-09-20 16:24:54,006:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 5.60993[0m
2023-09-20 16:24:54,006:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-20 16:24:54,006:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-20 16:24:55,686:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.680207 seconds ...[0m
2023-09-20 16:24:55,764:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 5.62256[0m
2023-09-20 16:24:55,764:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-20 16:24:55,764:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-20 16:24:57,604:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.839775 seconds ...[0m
2023-09-20 16:24:57,684:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 5.57952[0m
2023-09-20 16:24:57,684:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-20 16:24:57,684:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-20 16:24:59,532:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.847855 seconds ...[0m
2023-09-20 16:25:01,786:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.173631 seconds ...[0m
2023-09-20 16:25:01,786:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1412*** [0m
2023-09-20 16:25:01,806:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 5.57357[0m
2023-09-20 16:25:01,806:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0546 || HITRATE@5 Avg: 0.1714 || HITRATE@10 Avg: 0.2556 || NDCG@5 Avg: 0.1140 || NDCG@10 Avg: 0.1412[0m
2023-09-20 16:25:01,807:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-20 16:25:03,685:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.877933 seconds ...[0m
2023-09-20 16:25:03,763:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 5.58194[0m
2023-09-20 16:25:03,764:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-20 16:25:03,764:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-20 16:25:05,614:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849724 seconds ...[0m
2023-09-20 16:25:05,693:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 5.58722[0m
2023-09-20 16:25:05,693:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-20 16:25:05,694:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-20 16:25:07,548:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854495 seconds ...[0m
2023-09-20 16:25:07,633:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 5.59989[0m
2023-09-20 16:25:07,633:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-20 16:25:07,633:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-20 16:25:09,477:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843625 seconds ...[0m
2023-09-20 16:25:09,556:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 5.58419[0m
2023-09-20 16:25:09,556:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-20 16:25:09,556:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-20 16:25:11,406:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850279 seconds ...[0m
2023-09-20 16:25:13,583:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.095896 seconds ...[0m
2023-09-20 16:25:13,583:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1425*** [0m
2023-09-20 16:25:13,601:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 5.56889[0m
2023-09-20 16:25:13,601:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0543 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2593 || NDCG@5 Avg: 0.1143 || NDCG@10 Avg: 0.1425[0m
2023-09-20 16:25:13,601:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-20 16:25:15,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856443 seconds ...[0m
2023-09-20 16:25:15,532:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 5.56319[0m
2023-09-20 16:25:15,532:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-20 16:25:15,532:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-20 16:25:17,003:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.470717 seconds ...[0m
2023-09-20 16:25:17,058:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 5.56561[0m
2023-09-20 16:25:17,058:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-20 16:25:17,058:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-20 16:25:18,636:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.577814 seconds ...[0m
2023-09-20 16:25:18,693:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 5.55093[0m
2023-09-20 16:25:18,693:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-20 16:25:18,693:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-20 16:25:20,278:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.584774 seconds ...[0m
2023-09-20 16:25:20,336:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 5.54652[0m
2023-09-20 16:25:20,337:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-20 16:25:20,337:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-20 16:25:21,870:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.533389 seconds ...[0m
2023-09-20 16:25:23,053:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.120174 seconds ...[0m
2023-09-20 16:25:23,054:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1435*** [0m
2023-09-20 16:25:23,067:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 5.56304[0m
2023-09-20 16:25:23,067:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0540 || HITRATE@5 Avg: 0.1733 || HITRATE@10 Avg: 0.2632 || NDCG@5 Avg: 0.1148 || NDCG@10 Avg: 0.1435[0m
2023-09-20 16:25:23,068:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-20 16:25:24,697:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.629612 seconds ...[0m
2023-09-20 16:25:24,750:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 5.54928[0m
2023-09-20 16:25:24,750:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-20 16:25:24,750:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-20 16:25:26,318:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.567573 seconds ...[0m
2023-09-20 16:25:26,371:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 5.53918[0m
2023-09-20 16:25:26,372:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-20 16:25:26,372:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-20 16:25:27,963:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.590786 seconds ...[0m
2023-09-20 16:25:28,022:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 5.54663[0m
2023-09-20 16:25:28,022:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-20 16:25:28,022:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-20 16:25:29,643:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.620993 seconds ...[0m
2023-09-20 16:25:29,706:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 5.54014[0m
2023-09-20 16:25:29,706:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-20 16:25:29,706:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-20 16:25:31,345:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.638394 seconds ...[0m
2023-09-20 16:25:32,515:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.109884 seconds ...[0m
2023-09-20 16:25:32,515:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1446*** [0m
2023-09-20 16:25:32,528:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 5.53318[0m
2023-09-20 16:25:32,528:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0545 || HITRATE@5 Avg: 0.1776 || HITRATE@10 Avg: 0.2629 || NDCG@5 Avg: 0.1172 || NDCG@10 Avg: 0.1446[0m
2023-09-20 16:25:32,528:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-20 16:25:34,088:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.559251 seconds ...[0m
2023-09-20 16:25:34,141:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 5.52833[0m
2023-09-20 16:25:34,141:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-20 16:25:34,141:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-20 16:25:35,766:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.624483 seconds ...[0m
2023-09-20 16:25:35,828:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 5.48958[0m
2023-09-20 16:25:35,828:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-20 16:25:35,828:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-20 16:25:37,497:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.668746 seconds ...[0m
2023-09-20 16:25:37,575:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 5.52242[0m
2023-09-20 16:25:37,576:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-20 16:25:37,576:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-20 16:25:39,411:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.835290 seconds ...[0m
2023-09-20 16:25:39,491:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 5.49975[0m
2023-09-20 16:25:39,492:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-20 16:25:39,492:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-20 16:25:41,344:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852040 seconds ...[0m
2023-09-20 16:25:43,529:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.101396 seconds ...[0m
2023-09-20 16:25:43,530:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1488*** [0m
2023-09-20 16:25:43,547:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 5.52345[0m
2023-09-20 16:25:43,547:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0601 || HITRATE@5 Avg: 0.1775 || HITRATE@10 Avg: 0.2679 || NDCG@5 Avg: 0.1198 || NDCG@10 Avg: 0.1488[0m
2023-09-20 16:25:43,548:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-20 16:25:45,409:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.861429 seconds ...[0m
2023-09-20 16:25:45,484:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 5.51105[0m
2023-09-20 16:25:45,484:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-20 16:25:45,484:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-20 16:25:47,329:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844255 seconds ...[0m
2023-09-20 16:25:47,407:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 5.48984[0m
2023-09-20 16:25:47,407:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-20 16:25:47,407:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-20 16:25:49,276:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868707 seconds ...[0m
2023-09-20 16:25:49,356:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 5.51829[0m
2023-09-20 16:25:49,356:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-20 16:25:49,356:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-20 16:25:51,200:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843742 seconds ...[0m
2023-09-20 16:25:51,279:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 5.51157[0m
2023-09-20 16:25:51,279:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-20 16:25:51,279:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-20 16:25:53,126:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846432 seconds ...[0m
2023-09-20 16:25:55,309:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.103891 seconds ...[0m
2023-09-20 16:25:55,310:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 5.49332[0m
2023-09-20 16:25:55,310:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0570 || HITRATE@5 Avg: 0.1823 || HITRATE@10 Avg: 0.2687 || NDCG@5 Avg: 0.1206 || NDCG@10 Avg: 0.1484[0m
2023-09-20 16:25:55,310:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-20 16:25:57,169:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.858909 seconds ...[0m
2023-09-20 16:25:57,247:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 5.51391[0m
2023-09-20 16:25:57,248:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-20 16:25:57,248:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-20 16:25:59,097:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849265 seconds ...[0m
2023-09-20 16:25:59,177:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 5.48290[0m
2023-09-20 16:25:59,178:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-20 16:25:59,178:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-20 16:26:01,039:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.861071 seconds ...[0m
2023-09-20 16:26:01,120:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 5.48141[0m
2023-09-20 16:26:01,120:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-20 16:26:01,121:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-20 16:26:02,972:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850775 seconds ...[0m
2023-09-20 16:26:03,051:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 5.48919[0m
2023-09-20 16:26:03,051:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-20 16:26:03,052:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-20 16:26:04,901:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848748 seconds ...[0m
2023-09-20 16:26:07,082:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.101836 seconds ...[0m
2023-09-20 16:26:07,082:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1497*** [0m
2023-09-20 16:26:07,099:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 5.48518[0m
2023-09-20 16:26:07,100:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0588 || HITRATE@5 Avg: 0.1818 || HITRATE@10 Avg: 0.2717 || NDCG@5 Avg: 0.1207 || NDCG@10 Avg: 0.1497[0m
2023-09-20 16:26:07,100:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-20 16:26:08,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.879845 seconds ...[0m
2023-09-20 16:26:09,058:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 5.47032[0m
2023-09-20 16:26:09,058:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-20 16:26:09,058:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-20 16:26:10,917:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.858207 seconds ...[0m
2023-09-20 16:26:10,997:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 5.48988[0m
2023-09-20 16:26:10,998:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-20 16:26:10,998:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-20 16:26:12,856:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857561 seconds ...[0m
2023-09-20 16:26:12,937:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 5.49375[0m
2023-09-20 16:26:12,938:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-20 16:26:12,938:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-20 16:26:14,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.860222 seconds ...[0m
2023-09-20 16:26:14,880:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 5.46815[0m
2023-09-20 16:26:14,880:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-20 16:26:14,880:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-20 16:26:16,730:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849578 seconds ...[0m
2023-09-20 16:26:18,932:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.122302 seconds ...[0m
2023-09-20 16:26:18,933:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1526*** [0m
2023-09-20 16:26:18,950:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 5.47138[0m
2023-09-20 16:26:18,951:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0593 || HITRATE@5 Avg: 0.1838 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1230 || NDCG@10 Avg: 0.1526[0m
2023-09-20 16:26:18,951:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-20 16:26:20,845:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.894066 seconds ...[0m
2023-09-20 16:26:20,925:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 5.47200[0m
2023-09-20 16:26:20,925:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-20 16:26:20,925:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-20 16:26:22,780:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854500 seconds ...[0m
2023-09-20 16:26:22,859:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 5.47367[0m
2023-09-20 16:26:22,860:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-20 16:26:22,860:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-20 16:26:24,714:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853508 seconds ...[0m
2023-09-20 16:26:24,794:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 5.45204[0m
2023-09-20 16:26:24,794:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-20 16:26:24,795:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-20 16:26:26,646:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850937 seconds ...[0m
2023-09-20 16:26:26,730:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 5.45008[0m
2023-09-20 16:26:26,731:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-20 16:26:26,731:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-20 16:26:28,585:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853607 seconds ...[0m
2023-09-20 16:26:29,685:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.040789 seconds ...[0m
2023-09-20 16:26:29,685:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 5.46282[0m
2023-09-20 16:26:29,685:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0591 || HITRATE@5 Avg: 0.1849 || HITRATE@10 Avg: 0.2758 || NDCG@5 Avg: 0.1230 || NDCG@10 Avg: 0.1523[0m
2023-09-20 16:26:29,685:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-20 16:26:31,297:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.611856 seconds ...[0m
2023-09-20 16:26:31,360:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 5.45047[0m
2023-09-20 16:26:31,361:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-20 16:26:31,361:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-20 16:26:32,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.627471 seconds ...[0m
2023-09-20 16:26:33,046:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 5.46287[0m
2023-09-20 16:26:33,046:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-20 16:26:33,046:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-20 16:26:34,667:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.621299 seconds ...[0m
2023-09-20 16:26:34,724:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 5.44231[0m
2023-09-20 16:26:34,724:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-20 16:26:34,724:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-20 16:26:36,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.599173 seconds ...[0m
2023-09-20 16:26:36,385:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 5.45244[0m
2023-09-20 16:26:36,385:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-20 16:26:36,385:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-20 16:26:38,032:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.646855 seconds ...[0m
2023-09-20 16:26:39,245:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.150049 seconds ...[0m
2023-09-20 16:26:39,245:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1529*** [0m
2023-09-20 16:26:39,258:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 5.44044[0m
2023-09-20 16:26:39,259:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0596 || HITRATE@5 Avg: 0.1834 || HITRATE@10 Avg: 0.2791 || NDCG@5 Avg: 0.1221 || NDCG@10 Avg: 0.1529[0m
2023-09-20 16:26:39,259:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-20 16:26:40,850:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.591608 seconds ...[0m
2023-09-20 16:26:40,910:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 5.43788[0m
2023-09-20 16:26:40,910:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-20 16:26:40,910:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-20 16:26:42,527:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.616716 seconds ...[0m
2023-09-20 16:26:42,587:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 5.45266[0m
2023-09-20 16:26:42,587:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-20 16:26:42,587:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-20 16:26:44,204:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.616507 seconds ...[0m
2023-09-20 16:26:44,268:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 5.44997[0m
2023-09-20 16:26:44,268:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-20 16:26:44,268:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-20 16:26:45,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.616691 seconds ...[0m
2023-09-20 16:26:45,948:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 5.42665[0m
2023-09-20 16:26:45,949:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-20 16:26:45,949:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-20 16:26:47,555:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.605971 seconds ...[0m
2023-09-20 16:26:48,825:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.208957 seconds ...[0m
2023-09-20 16:26:48,826:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1531*** [0m
2023-09-20 16:26:48,839:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 5.44448[0m
2023-09-20 16:26:48,839:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0581 || HITRATE@5 Avg: 0.1866 || HITRATE@10 Avg: 0.2776 || NDCG@5 Avg: 0.1238 || NDCG@10 Avg: 0.1531[0m
2023-09-20 16:26:48,839:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-20 16:26:50,503:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.663683 seconds ...[0m
2023-09-20 16:26:50,582:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 5.44241[0m
2023-09-20 16:26:50,582:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-20 16:26:50,582:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-20 16:26:52,450:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868047 seconds ...[0m
2023-09-20 16:26:52,532:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 5.41860[0m
2023-09-20 16:26:52,532:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-20 16:26:52,532:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-20 16:26:54,379:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846863 seconds ...[0m
2023-09-20 16:26:54,458:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 5.41652[0m
2023-09-20 16:26:54,458:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-20 16:26:54,458:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-20 16:26:56,325:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.866233 seconds ...[0m
2023-09-20 16:26:56,402:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 5.44420[0m
2023-09-20 16:26:56,402:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-20 16:26:56,402:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-20 16:26:58,240:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.837654 seconds ...[0m
2023-09-20 16:27:00,410:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.088920 seconds ...[0m
2023-09-20 16:27:00,410:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 5.42114[0m
2023-09-20 16:27:00,410:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0604 || HITRATE@5 Avg: 0.1868 || HITRATE@10 Avg: 0.2750 || NDCG@5 Avg: 0.1243 || NDCG@10 Avg: 0.1527[0m
2023-09-20 16:27:00,410:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-20 16:27:02,280:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.869430 seconds ...[0m
2023-09-20 16:27:02,356:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 5.41555[0m
2023-09-20 16:27:02,356:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-20 16:27:02,356:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-20 16:27:04,208:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851252 seconds ...[0m
2023-09-20 16:27:04,286:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 5.41144[0m
2023-09-20 16:27:04,286:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-20 16:27:04,287:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-20 16:27:06,137:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850701 seconds ...[0m
2023-09-20 16:27:06,215:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 5.42887[0m
2023-09-20 16:27:06,215:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-20 16:27:06,215:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-20 16:27:08,051:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.835355 seconds ...[0m
2023-09-20 16:27:08,130:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 5.40039[0m
2023-09-20 16:27:08,130:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-20 16:27:08,130:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-20 16:27:09,976:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845516 seconds ...[0m
2023-09-20 16:27:12,154:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.099201 seconds ...[0m
2023-09-20 16:27:12,155:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1570*** [0m
2023-09-20 16:27:12,172:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 5.41500[0m
2023-09-20 16:27:12,172:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0599 || HITRATE@5 Avg: 0.1891 || HITRATE@10 Avg: 0.2843 || NDCG@5 Avg: 0.1265 || NDCG@10 Avg: 0.1570[0m
2023-09-20 16:27:12,172:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-20 16:27:14,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864274 seconds ...[0m
2023-09-20 16:27:14,117:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 5.39755[0m
2023-09-20 16:27:14,117:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-20 16:27:14,117:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-20 16:27:15,962:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844539 seconds ...[0m
2023-09-20 16:27:16,046:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 5.41173[0m
2023-09-20 16:27:16,046:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-20 16:27:16,047:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-20 16:27:17,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.837979 seconds ...[0m
2023-09-20 16:27:17,965:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 5.40867[0m
2023-09-20 16:27:17,966:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-20 16:27:17,966:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-20 16:27:19,821:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854444 seconds ...[0m
2023-09-20 16:27:19,897:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 5.43020[0m
2023-09-20 16:27:19,897:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-20 16:27:19,897:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-20 16:27:21,743:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845625 seconds ...[0m
2023-09-20 16:27:23,938:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.115518 seconds ...[0m
2023-09-20 16:27:23,938:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 5.40730[0m
2023-09-20 16:27:23,938:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0593 || HITRATE@5 Avg: 0.1921 || HITRATE@10 Avg: 0.2834 || NDCG@5 Avg: 0.1269 || NDCG@10 Avg: 0.1564[0m
2023-09-20 16:27:23,939:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-20 16:27:25,809:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.870540 seconds ...[0m
2023-09-20 16:27:25,890:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 5.37494[0m
2023-09-20 16:27:25,890:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-20 16:27:25,890:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-20 16:27:27,741:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850334 seconds ...[0m
2023-09-20 16:27:27,820:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 5.41293[0m
2023-09-20 16:27:27,821:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-20 16:27:27,821:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-20 16:27:29,669:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.847949 seconds ...[0m
2023-09-20 16:27:29,747:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 5.41964[0m
2023-09-20 16:27:29,748:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-20 16:27:29,748:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-20 16:27:31,582:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.833498 seconds ...[0m
2023-09-20 16:27:31,634:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 5.39107[0m
2023-09-20 16:27:31,635:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-20 16:27:31,635:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-20 16:27:33,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.558910 seconds ...[0m
2023-09-20 16:27:34,401:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.155509 seconds ...[0m
2023-09-20 16:27:34,402:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1593*** [0m
2023-09-20 16:27:34,416:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 5.38485[0m
2023-09-20 16:27:34,416:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0624 || HITRATE@5 Avg: 0.1944 || HITRATE@10 Avg: 0.2868 || NDCG@5 Avg: 0.1295 || NDCG@10 Avg: 0.1593[0m
2023-09-20 16:27:34,416:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-20 16:27:36,034:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.617510 seconds ...[0m
2023-09-20 16:27:36,092:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 5.42496[0m
2023-09-20 16:27:36,092:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-20 16:27:36,092:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-20 16:27:37,707:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614878 seconds ...[0m
2023-09-20 16:27:37,764:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 5.39419[0m
2023-09-20 16:27:37,764:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-20 16:27:37,764:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-20 16:27:39,355:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.590288 seconds ...[0m
2023-09-20 16:27:39,415:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 5.39461[0m
2023-09-20 16:27:39,415:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-20 16:27:39,415:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-20 16:27:41,086:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.669967 seconds ...[0m
2023-09-20 16:27:41,148:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 5.37871[0m
2023-09-20 16:27:41,148:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-20 16:27:41,148:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-20 16:27:42,732:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.584381 seconds ...[0m
2023-09-20 16:27:43,955:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.162591 seconds ...[0m
2023-09-20 16:27:43,955:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 5.37176[0m
2023-09-20 16:27:43,955:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0626 || HITRATE@5 Avg: 0.1935 || HITRATE@10 Avg: 0.2882 || NDCG@5 Avg: 0.1289 || NDCG@10 Avg: 0.1593[0m
2023-09-20 16:27:43,956:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-20 16:27:45,582:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.626293 seconds ...[0m
2023-09-20 16:27:45,638:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 5.38331[0m
2023-09-20 16:27:45,638:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-20 16:27:45,638:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-20 16:27:47,248:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.609830 seconds ...[0m
2023-09-20 16:27:47,312:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 5.37056[0m
2023-09-20 16:27:47,312:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-20 16:27:47,312:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-20 16:27:48,904:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.591639 seconds ...[0m
2023-09-20 16:27:48,966:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 5.38431[0m
2023-09-20 16:27:48,966:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-20 16:27:48,966:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-20 16:27:50,568:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.601796 seconds ...[0m
2023-09-20 16:27:50,626:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 5.40040[0m
2023-09-20 16:27:50,626:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-20 16:27:50,626:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-20 16:27:52,241:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614861 seconds ...[0m
2023-09-20 16:27:53,934:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.638925 seconds ...[0m
2023-09-20 16:27:53,935:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 5.39089[0m
2023-09-20 16:27:53,935:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0618 || HITRATE@5 Avg: 0.1954 || HITRATE@10 Avg: 0.2834 || NDCG@5 Avg: 0.1298 || NDCG@10 Avg: 0.1582[0m
2023-09-20 16:27:53,935:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-20 16:27:55,786:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850981 seconds ...[0m
2023-09-20 16:27:55,870:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 5.36903[0m
2023-09-20 16:27:55,871:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-20 16:27:55,871:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-20 16:27:57,716:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844943 seconds ...[0m
2023-09-20 16:27:57,799:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 5.36777[0m
2023-09-20 16:27:57,799:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-20 16:27:57,799:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-20 16:27:59,648:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848457 seconds ...[0m
2023-09-20 16:27:59,726:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 5.38205[0m
2023-09-20 16:27:59,727:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-20 16:27:59,727:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-20 16:28:01,577:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849635 seconds ...[0m
2023-09-20 16:28:01,655:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 5.37311[0m
2023-09-20 16:28:01,656:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-20 16:28:01,656:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-20 16:28:03,495:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.838990 seconds ...[0m
2023-09-20 16:28:05,668:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.094254 seconds ...[0m
2023-09-20 16:28:05,669:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1620*** [0m
2023-09-20 16:28:05,686:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 5.35808[0m
2023-09-20 16:28:05,686:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0656 || HITRATE@5 Avg: 0.1980 || HITRATE@10 Avg: 0.2899 || NDCG@5 Avg: 0.1325 || NDCG@10 Avg: 0.1620[0m
2023-09-20 16:28:05,686:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-20 16:28:07,539:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853090 seconds ...[0m
2023-09-20 16:28:07,618:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 5.37537[0m
2023-09-20 16:28:07,618:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-20 16:28:07,618:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-20 16:28:09,482:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863070 seconds ...[0m
2023-09-20 16:28:09,561:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 5.38042[0m
2023-09-20 16:28:09,561:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-20 16:28:09,561:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-20 16:28:11,396:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.834405 seconds ...[0m
2023-09-20 16:28:11,471:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 5.36971[0m
2023-09-20 16:28:11,471:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-20 16:28:11,471:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-20 16:28:13,321:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849364 seconds ...[0m
2023-09-20 16:28:13,400:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 5.36736[0m
2023-09-20 16:28:13,401:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-20 16:28:13,401:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-20 16:28:15,072:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.671266 seconds ...[0m
2023-09-20 16:28:16,319:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.185735 seconds ...[0m
2023-09-20 16:28:16,319:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1621*** [0m
2023-09-20 16:28:16,333:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 5.37589[0m
2023-09-20 16:28:16,333:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0659 || HITRATE@5 Avg: 0.1954 || HITRATE@10 Avg: 0.2897 || NDCG@5 Avg: 0.1316 || NDCG@10 Avg: 0.1621[0m
2023-09-20 16:28:16,333:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-20 16:28:17,937:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.603696 seconds ...[0m
2023-09-20 16:28:18,000:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 5.36182[0m
2023-09-20 16:28:18,000:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-20 16:28:18,001:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-20 16:28:19,621:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619831 seconds ...[0m
2023-09-20 16:28:19,680:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 5.37636[0m
2023-09-20 16:28:19,681:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-20 16:28:19,681:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-20 16:28:21,331:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.649964 seconds ...[0m
2023-09-20 16:28:21,391:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 5.36275[0m
2023-09-20 16:28:21,391:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-20 16:28:21,391:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-20 16:28:23,008:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.616902 seconds ...[0m
2023-09-20 16:28:23,070:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 5.36816[0m
2023-09-20 16:28:23,070:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-20 16:28:23,070:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-20 16:28:24,715:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.644605 seconds ...[0m
2023-09-20 16:28:25,967:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.188219 seconds ...[0m
2023-09-20 16:28:25,968:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 5.35117[0m
2023-09-20 16:28:25,968:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0637 || HITRATE@5 Avg: 0.2005 || HITRATE@10 Avg: 0.2894 || NDCG@5 Avg: 0.1325 || NDCG@10 Avg: 0.1611[0m
2023-09-20 16:28:25,968:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-20 16:28:27,588:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619936 seconds ...[0m
2023-09-20 16:28:27,651:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 5.35353[0m
2023-09-20 16:28:27,651:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-20 16:28:27,651:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-20 16:28:29,286:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634709 seconds ...[0m
2023-09-20 16:28:29,350:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 5.36714[0m
2023-09-20 16:28:29,350:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-20 16:28:29,350:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-20 16:28:30,950:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.600257 seconds ...[0m
2023-09-20 16:28:31,008:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 5.33957[0m
2023-09-20 16:28:31,008:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-20 16:28:31,008:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-20 16:28:32,595:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.586180 seconds ...[0m
2023-09-20 16:28:32,653:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 5.35034[0m
2023-09-20 16:28:32,653:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-20 16:28:32,654:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-20 16:28:34,274:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619735 seconds ...[0m
2023-09-20 16:28:36,091:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.754729 seconds ...[0m
2023-09-20 16:28:36,091:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1627*** [0m
2023-09-20 16:28:36,109:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 5.33685[0m
2023-09-20 16:28:36,109:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0641 || HITRATE@5 Avg: 0.1962 || HITRATE@10 Avg: 0.2922 || NDCG@5 Avg: 0.1317 || NDCG@10 Avg: 0.1627[0m
2023-09-20 16:28:36,109:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-20 16:28:37,964:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854558 seconds ...[0m
2023-09-20 16:28:38,043:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 5.36158[0m
2023-09-20 16:28:38,043:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-20 16:28:38,043:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-20 16:28:39,880:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.836697 seconds ...[0m
2023-09-20 16:28:39,956:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 5.34310[0m
2023-09-20 16:28:39,956:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-20 16:28:39,956:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-20 16:28:41,809:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852326 seconds ...[0m
2023-09-20 16:28:41,892:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 5.34577[0m
2023-09-20 16:28:41,892:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-20 16:28:41,892:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-20 16:28:43,750:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856955 seconds ...[0m
2023-09-20 16:28:43,832:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 5.35037[0m
2023-09-20 16:28:43,832:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-20 16:28:43,832:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-20 16:28:45,681:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848331 seconds ...[0m
2023-09-20 16:28:47,879:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.116700 seconds ...[0m
2023-09-20 16:28:47,880:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 5.32986[0m
2023-09-20 16:28:47,880:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0614 || HITRATE@5 Avg: 0.1942 || HITRATE@10 Avg: 0.2861 || NDCG@5 Avg: 0.1287 || NDCG@10 Avg: 0.1585[0m
2023-09-20 16:28:47,880:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-20 16:28:49,741:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.861034 seconds ...[0m
2023-09-20 16:28:49,822:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 5.33305[0m
2023-09-20 16:28:49,823:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-20 16:28:49,823:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-20 16:28:51,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.838910 seconds ...[0m
2023-09-20 16:28:51,737:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 5.36471[0m
2023-09-20 16:28:51,738:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-20 16:28:51,738:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-20 16:28:53,582:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844221 seconds ...[0m
2023-09-20 16:28:53,661:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 5.31623[0m
2023-09-20 16:28:53,661:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-20 16:28:53,661:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-20 16:28:55,508:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846571 seconds ...[0m
2023-09-20 16:28:55,587:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 5.33004[0m
2023-09-20 16:28:55,587:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-20 16:28:55,587:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-20 16:28:57,429:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841213 seconds ...[0m
2023-09-20 16:28:59,641:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.137487 seconds ...[0m
2023-09-20 16:28:59,641:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 5.33253[0m
2023-09-20 16:28:59,642:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0631 || HITRATE@5 Avg: 0.1959 || HITRATE@10 Avg: 0.2909 || NDCG@5 Avg: 0.1304 || NDCG@10 Avg: 0.1612[0m
2023-09-20 16:28:59,642:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-20 16:29:01,522:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.880332 seconds ...[0m
2023-09-20 16:29:01,602:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 5.31596[0m
2023-09-20 16:29:01,603:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-20 16:29:01,603:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-20 16:29:03,451:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848597 seconds ...[0m
2023-09-20 16:29:03,527:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 5.33429[0m
2023-09-20 16:29:03,527:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-20 16:29:03,527:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-20 16:29:05,379:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851449 seconds ...[0m
2023-09-20 16:29:05,459:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 5.33605[0m
2023-09-20 16:29:05,459:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-20 16:29:05,460:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-20 16:29:07,311:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851037 seconds ...[0m
2023-09-20 16:29:07,390:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 5.34127[0m
2023-09-20 16:29:07,390:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-20 16:29:07,390:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-20 16:29:09,237:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846937 seconds ...[0m
2023-09-20 16:29:11,415:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.097901 seconds ...[0m
2023-09-20 16:29:11,416:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 5.34826[0m
2023-09-20 16:29:11,416:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0636 || HITRATE@5 Avg: 0.1987 || HITRATE@10 Avg: 0.2906 || NDCG@5 Avg: 0.1319 || NDCG@10 Avg: 0.1614[0m
2023-09-20 16:29:11,416:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-20 16:29:13,289:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.872975 seconds ...[0m
2023-09-20 16:29:13,369:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 5.32601[0m
2023-09-20 16:29:13,369:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-20 16:29:13,370:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-20 16:29:15,233:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863631 seconds ...[0m
2023-09-20 16:29:15,311:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 5.34120[0m
2023-09-20 16:29:15,311:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-20 16:29:15,311:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-20 16:29:17,081:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.769557 seconds ...[0m
2023-09-20 16:29:17,137:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 5.31932[0m
2023-09-20 16:29:17,138:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-20 16:29:17,138:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-20 16:29:18,693:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.555205 seconds ...[0m
2023-09-20 16:29:18,752:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 5.31252[0m
2023-09-20 16:29:18,752:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-20 16:29:18,752:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-20 16:29:20,353:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.601158 seconds ...[0m
2023-09-20 16:29:21,595:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.180099 seconds ...[0m
2023-09-20 16:29:21,595:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1653*** [0m
2023-09-20 16:29:21,609:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 5.33156[0m
2023-09-20 16:29:21,610:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0646 || HITRATE@5 Avg: 0.2033 || HITRATE@10 Avg: 0.2969 || NDCG@5 Avg: 0.1352 || NDCG@10 Avg: 0.1653[0m
2023-09-20 16:29:21,610:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-20 16:29:23,217:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.607040 seconds ...[0m
2023-09-20 16:29:23,280:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 5.34405[0m
2023-09-20 16:29:23,280:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-20 16:29:23,280:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-20 16:29:24,926:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.645332 seconds ...[0m
2023-09-20 16:29:24,986:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 5.32382[0m
2023-09-20 16:29:24,986:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-20 16:29:24,986:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-20 16:29:26,631:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.644668 seconds ...[0m
2023-09-20 16:29:26,689:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 5.32277[0m
2023-09-20 16:29:26,689:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-20 16:29:26,690:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-20 16:29:28,341:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.651622 seconds ...[0m
2023-09-20 16:29:28,405:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 5.31607[0m
2023-09-20 16:29:28,405:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-20 16:29:28,405:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-20 16:29:30,040:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634815 seconds ...[0m
2023-09-20 16:29:31,291:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.188366 seconds ...[0m
2023-09-20 16:29:31,292:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 5.32362[0m
2023-09-20 16:29:31,292:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0627 || HITRATE@5 Avg: 0.2007 || HITRATE@10 Avg: 0.2922 || NDCG@5 Avg: 0.1328 || NDCG@10 Avg: 0.1623[0m
2023-09-20 16:29:31,292:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-20 16:29:32,887:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.594371 seconds ...[0m
2023-09-20 16:29:32,938:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 5.31980[0m
2023-09-20 16:29:32,938:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-20 16:29:32,938:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-20 16:29:34,531:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.593293 seconds ...[0m
2023-09-20 16:29:34,594:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 5.33786[0m
2023-09-20 16:29:34,594:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-20 16:29:34,594:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-20 16:29:36,228:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634266 seconds ...[0m
2023-09-20 16:29:36,291:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 5.30684[0m
2023-09-20 16:29:36,291:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-20 16:29:36,291:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-20 16:29:37,882:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.590766 seconds ...[0m
2023-09-20 16:29:37,942:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 5.31771[0m
2023-09-20 16:29:37,942:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-20 16:29:37,943:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-20 16:29:39,791:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848553 seconds ...[0m
2023-09-20 16:29:41,979:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.106793 seconds ...[0m
2023-09-20 16:29:41,980:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 5.32284[0m
2023-09-20 16:29:41,980:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0642 || HITRATE@5 Avg: 0.2020 || HITRATE@10 Avg: 0.2935 || NDCG@5 Avg: 0.1345 || NDCG@10 Avg: 0.1639[0m
2023-09-20 16:29:41,980:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-20 16:29:43,881:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.901080 seconds ...[0m
2023-09-20 16:29:43,970:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 5.31402[0m
2023-09-20 16:29:43,970:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-20 16:29:43,970:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-20 16:29:45,965:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.993874 seconds ...[0m
2023-09-20 16:29:46,052:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 5.30115[0m
2023-09-20 16:29:46,053:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-20 16:29:46,053:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-20 16:29:48,006:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.953373 seconds ...[0m
2023-09-20 16:29:48,091:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 5.30380[0m
2023-09-20 16:29:48,092:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-20 16:29:48,092:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-20 16:29:50,049:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.957134 seconds ...[0m
2023-09-20 16:29:50,128:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 5.30051[0m
2023-09-20 16:29:50,128:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-20 16:29:50,128:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-20 16:29:52,111:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.982633 seconds ...[0m
2023-09-20 16:29:54,478:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.277447 seconds ...[0m
2023-09-20 16:29:54,479:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 5.32124[0m
2023-09-20 16:29:54,479:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0654 || HITRATE@5 Avg: 0.1977 || HITRATE@10 Avg: 0.2930 || NDCG@5 Avg: 0.1330 || NDCG@10 Avg: 0.1638[0m
2023-09-20 16:29:54,479:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-20 16:29:56,430:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.950655 seconds ...[0m
2023-09-20 16:29:56,510:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 5.29187[0m
2023-09-20 16:29:56,511:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-20 16:29:56,511:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-20 16:29:58,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849582 seconds ...[0m
2023-09-20 16:29:58,445:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 5.31301[0m
2023-09-20 16:29:58,445:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-20 16:29:58,445:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-20 16:30:00,119:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.673620 seconds ...[0m
2023-09-20 16:30:00,183:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 5.32583[0m
2023-09-20 16:30:00,183:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-20 16:30:00,183:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-20 16:30:01,759:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.576163 seconds ...[0m
2023-09-20 16:30:01,830:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 5.31769[0m
2023-09-20 16:30:01,830:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-20 16:30:01,830:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-20 16:30:03,460:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.629732 seconds ...[0m
2023-09-20 16:30:04,790:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.264786 seconds ...[0m
2023-09-20 16:30:04,791:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 5.30941[0m
2023-09-20 16:30:04,791:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0646 || HITRATE@5 Avg: 0.1993 || HITRATE@10 Avg: 0.2978 || NDCG@5 Avg: 0.1330 || NDCG@10 Avg: 0.1647[0m
2023-09-20 16:30:04,791:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-20 16:30:06,464:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.672846 seconds ...[0m
2023-09-20 16:30:06,532:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 5.28049[0m
2023-09-20 16:30:06,532:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-20 16:30:06,532:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-20 16:30:08,224:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.692137 seconds ...[0m
2023-09-20 16:30:08,287:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 5.28594[0m
2023-09-20 16:30:08,287:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-20 16:30:08,288:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-20 16:30:10,007:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.719423 seconds ...[0m
2023-09-20 16:30:10,068:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 5.29589[0m
2023-09-20 16:30:10,068:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-20 16:30:10,068:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-20 16:30:11,749:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.680705 seconds ...[0m
2023-09-20 16:30:11,814:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 5.29177[0m
2023-09-20 16:30:11,814:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-20 16:30:11,814:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-20 16:30:13,493:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.678858 seconds ...[0m
2023-09-20 16:30:14,752:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.193650 seconds ...[0m
2023-09-20 16:30:14,752:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 5.29525[0m
2023-09-20 16:30:14,753:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0623 || HITRATE@5 Avg: 0.2050 || HITRATE@10 Avg: 0.2980 || NDCG@5 Avg: 0.1345 || NDCG@10 Avg: 0.1642[0m
2023-09-20 16:30:14,753:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-20 16:30:16,426:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.672691 seconds ...[0m
2023-09-20 16:30:16,496:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 5.30123[0m
2023-09-20 16:30:16,496:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-20 16:30:16,496:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-20 16:30:18,171:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.674894 seconds ...[0m
2023-09-20 16:30:18,240:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 5.29636[0m
2023-09-20 16:30:18,240:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-20 16:30:18,240:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-20 16:30:19,892:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.651376 seconds ...[0m
2023-09-20 16:30:19,957:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 5.30018[0m
2023-09-20 16:30:19,957:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-20 16:30:19,958:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-20 16:30:21,949:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.991606 seconds ...[0m
2023-09-20 16:30:22,034:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 5.30616[0m
2023-09-20 16:30:22,034:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-20 16:30:22,034:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-20 16:30:23,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.945973 seconds ...[0m
2023-09-20 16:30:26,306:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.245756 seconds ...[0m
2023-09-20 16:30:26,307:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 5.29867[0m
2023-09-20 16:30:26,307:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0576 || HITRATE@5 Avg: 0.2015 || HITRATE@10 Avg: 0.2975 || NDCG@5 Avg: 0.1309 || NDCG@10 Avg: 0.1617[0m
2023-09-20 16:30:26,307:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-20 16:30:28,262:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.954954 seconds ...[0m
2023-09-20 16:30:28,347:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 5.30163[0m
2023-09-20 16:30:28,347:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-20 16:30:28,347:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-20 16:30:30,292:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.944787 seconds ...[0m
2023-09-20 16:30:30,377:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 5.29243[0m
2023-09-20 16:30:30,377:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-20 16:30:30,377:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-20 16:30:32,341:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.963833 seconds ...[0m
2023-09-20 16:30:32,421:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 5.27577[0m
2023-09-20 16:30:32,421:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-20 16:30:32,421:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-20 16:30:34,368:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.946607 seconds ...[0m
2023-09-20 16:30:34,451:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 5.28971[0m
2023-09-20 16:30:34,451:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-20 16:30:34,451:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-20 16:30:36,385:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.933336 seconds ...[0m
2023-09-20 16:30:38,618:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.142737 seconds ...[0m
2023-09-20 16:30:38,618:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 5.28272[0m
2023-09-20 16:30:38,619:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0603 || HITRATE@5 Avg: 0.1975 || HITRATE@10 Avg: 0.2985 || NDCG@5 Avg: 0.1305 || NDCG@10 Avg: 0.1630[0m
2023-09-20 16:30:38,619:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-20 16:30:40,578:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.958728 seconds ...[0m
2023-09-20 16:30:40,662:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 5.30025[0m
2023-09-20 16:30:40,662:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-20 16:30:40,663:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-20 16:30:42,529:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.866275 seconds ...[0m
2023-09-20 16:30:42,612:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 5.27788[0m
2023-09-20 16:30:42,612:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-20 16:30:42,612:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-20 16:30:44,461:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849064 seconds ...[0m
2023-09-20 16:30:44,540:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 5.28345[0m
2023-09-20 16:30:44,541:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-20 16:30:44,541:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-20 16:30:46,391:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849623 seconds ...[0m
2023-09-20 16:30:46,475:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 5.27582[0m
2023-09-20 16:30:46,475:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-20 16:30:46,475:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-20 16:30:48,359:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.883443 seconds ...[0m
2023-09-20 16:30:50,569:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.123411 seconds ...[0m
2023-09-20 16:30:50,569:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 5.27689[0m
2023-09-20 16:30:50,569:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0623 || HITRATE@5 Avg: 0.2028 || HITRATE@10 Avg: 0.2974 || NDCG@5 Avg: 0.1338 || NDCG@10 Avg: 0.1644[0m
2023-09-20 16:30:50,569:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-20 16:30:52,429:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859668 seconds ...[0m
2023-09-20 16:30:52,514:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 5.28459[0m
2023-09-20 16:30:52,514:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-20 16:30:52,514:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-20 16:30:54,391:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.876952 seconds ...[0m
2023-09-20 16:30:54,477:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 5.28263[0m
2023-09-20 16:30:54,478:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-20 16:30:54,478:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-20 16:30:56,371:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.893025 seconds ...[0m
2023-09-20 16:30:56,447:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 5.27247[0m
2023-09-20 16:30:56,448:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-20 16:30:56,448:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-20 16:30:58,288:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.839687 seconds ...[0m
2023-09-20 16:30:58,368:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 5.30104[0m
2023-09-20 16:30:58,368:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-20 16:30:58,368:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-20 16:31:00,231:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.861996 seconds ...[0m
2023-09-20 16:31:02,413:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.106791 seconds ...[0m
2023-09-20 16:31:02,414:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 5.27203[0m
2023-09-20 16:31:02,414:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0619 || HITRATE@5 Avg: 0.2038 || HITRATE@10 Avg: 0.2964 || NDCG@5 Avg: 0.1341 || NDCG@10 Avg: 0.1638[0m
2023-09-20 16:31:02,414:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-20 16:31:04,265:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850420 seconds ...[0m
2023-09-20 16:31:04,345:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 5.27307[0m
2023-09-20 16:31:04,345:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-20 16:31:04,346:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-20 16:31:06,209:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863120 seconds ...[0m
2023-09-20 16:31:06,291:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 5.28461[0m
2023-09-20 16:31:06,291:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-20 16:31:06,291:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-20 16:31:08,143:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851138 seconds ...[0m
2023-09-20 16:31:08,223:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 5.27399[0m
2023-09-20 16:31:08,223:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-20 16:31:08,223:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-20 16:31:10,084:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.860209 seconds ...[0m
2023-09-20 16:31:10,164:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 5.24655[0m
2023-09-20 16:31:10,165:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-20 16:31:10,165:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-20 16:31:12,009:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844203 seconds ...[0m
2023-09-20 16:31:14,166:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.077775 seconds ...[0m
2023-09-20 16:31:14,166:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1673*** [0m
2023-09-20 16:31:14,183:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 5.28038[0m
2023-09-20 16:31:14,184:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0672 || HITRATE@5 Avg: 0.2045 || HITRATE@10 Avg: 0.3007 || NDCG@5 Avg: 0.1363 || NDCG@10 Avg: 0.1673[0m
2023-09-20 16:31:14,184:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-20 16:31:16,024:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.840215 seconds ...[0m
2023-09-20 16:31:16,103:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 5.27662[0m
2023-09-20 16:31:16,103:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-20 16:31:16,103:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-20 16:31:17,947:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843768 seconds ...[0m
2023-09-20 16:31:18,028:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 5.25317[0m
2023-09-20 16:31:18,028:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-20 16:31:18,028:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-20 16:31:19,870:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841682 seconds ...[0m
2023-09-20 16:31:19,949:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 5.26964[0m
2023-09-20 16:31:19,949:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-20 16:31:19,949:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-20 16:31:21,837:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.887876 seconds ...[0m
2023-09-20 16:31:21,917:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 5.26434[0m
2023-09-20 16:31:21,917:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-20 16:31:21,917:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-20 16:31:23,681:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.764191 seconds ...[0m
2023-09-20 16:31:24,944:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.209181 seconds ...[0m
2023-09-20 16:31:24,945:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 5.27367[0m
2023-09-20 16:31:24,945:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2023 || HITRATE@10 Avg: 0.3007 || NDCG@5 Avg: 0.1342 || NDCG@10 Avg: 0.1657[0m
2023-09-20 16:31:24,945:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-20 16:31:26,573:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.627242 seconds ...[0m
2023-09-20 16:31:26,633:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 5.26979[0m
2023-09-20 16:31:26,633:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-20 16:31:26,633:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-20 16:31:28,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634578 seconds ...[0m
2023-09-20 16:31:28,329:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 5.26344[0m
2023-09-20 16:31:28,329:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-20 16:31:28,329:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-20 16:31:29,938:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.608738 seconds ...[0m
2023-09-20 16:31:29,997:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 5.27167[0m
2023-09-20 16:31:29,997:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-20 16:31:29,997:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-20 16:31:31,611:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.613234 seconds ...[0m
2023-09-20 16:31:31,673:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 5.25763[0m
2023-09-20 16:31:31,673:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-20 16:31:31,673:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-20 16:31:33,233:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.559728 seconds ...[0m
2023-09-20 16:31:34,534:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.238811 seconds ...[0m
2023-09-20 16:31:34,534:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1687*** [0m
2023-09-20 16:31:34,548:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 5.25237[0m
2023-09-20 16:31:34,548:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0639 || HITRATE@5 Avg: 0.2060 || HITRATE@10 Avg: 0.3043 || NDCG@5 Avg: 0.1370 || NDCG@10 Avg: 0.1687[0m
2023-09-20 16:31:34,548:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-20 16:31:36,187:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.639444 seconds ...[0m
2023-09-20 16:31:36,249:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 5.24815[0m
2023-09-20 16:31:36,249:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-20 16:31:36,249:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-20 16:31:37,890:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.640269 seconds ...[0m
2023-09-20 16:31:37,953:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 5.25966[0m
2023-09-20 16:31:37,953:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-20 16:31:37,953:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-20 16:31:39,583:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.629642 seconds ...[0m
2023-09-20 16:31:39,647:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 5.24394[0m
2023-09-20 16:31:39,647:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-20 16:31:39,647:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-20 16:31:41,258:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.610924 seconds ...[0m
2023-09-20 16:31:41,322:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 5.26846[0m
2023-09-20 16:31:41,322:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-20 16:31:41,322:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-20 16:31:42,912:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.589712 seconds ...[0m
2023-09-20 16:31:44,336:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.362883 seconds ...[0m
2023-09-20 16:31:44,336:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 5.24372[0m
2023-09-20 16:31:44,337:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0619 || HITRATE@5 Avg: 0.2071 || HITRATE@10 Avg: 0.3065 || NDCG@5 Avg: 0.1361 || NDCG@10 Avg: 0.1679[0m
2023-09-20 16:31:44,337:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-20 16:31:46,188:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851422 seconds ...[0m
2023-09-20 16:31:46,268:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 5.24524[0m
2023-09-20 16:31:46,268:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-20 16:31:46,268:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-20 16:31:48,107:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.838535 seconds ...[0m
2023-09-20 16:31:48,186:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 5.25944[0m
2023-09-20 16:31:48,186:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-20 16:31:48,186:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-20 16:31:50,035:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848124 seconds ...[0m
2023-09-20 16:31:50,114:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 5.25082[0m
2023-09-20 16:31:50,114:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-20 16:31:50,114:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-20 16:31:51,964:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.849689 seconds ...[0m
2023-09-20 16:31:52,043:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 5.26111[0m
2023-09-20 16:31:52,044:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-20 16:31:52,044:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-20 16:31:53,887:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843417 seconds ...[0m
2023-09-20 16:31:56,081:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.113889 seconds ...[0m
2023-09-20 16:31:56,081:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1688*** [0m
2023-09-20 16:31:56,099:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 5.25495[0m
2023-09-20 16:31:56,099:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0661 || HITRATE@5 Avg: 0.2036 || HITRATE@10 Avg: 0.3055 || NDCG@5 Avg: 0.1360 || NDCG@10 Avg: 0.1688[0m
2023-09-20 16:31:56,099:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-20 16:31:57,953:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853736 seconds ...[0m
2023-09-20 16:31:58,033:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 5.25417[0m
2023-09-20 16:31:58,033:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-20 16:31:58,034:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-20 16:31:59,893:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859441 seconds ...[0m
2023-09-20 16:31:59,973:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 5.26224[0m
2023-09-20 16:31:59,973:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-20 16:31:59,973:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-20 16:32:01,816:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.842794 seconds ...[0m
2023-09-20 16:32:01,898:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 5.24691[0m
2023-09-20 16:32:01,898:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-20 16:32:01,898:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-20 16:32:03,744:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845477 seconds ...[0m
2023-09-20 16:32:03,827:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 5.25132[0m
2023-09-20 16:32:03,827:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-20 16:32:03,827:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-20 16:32:05,679:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.851542 seconds ...[0m
2023-09-20 16:32:07,882:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.119844 seconds ...[0m
2023-09-20 16:32:07,883:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 5.25827[0m
2023-09-20 16:32:07,883:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0656 || HITRATE@5 Avg: 0.2025 || HITRATE@10 Avg: 0.2995 || NDCG@5 Avg: 0.1348 || NDCG@10 Avg: 0.1661[0m
2023-09-20 16:32:07,883:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-20 16:32:09,784:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.899984 seconds ...[0m
2023-09-20 16:32:09,873:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 5.24967[0m
2023-09-20 16:32:09,873:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-20 16:32:09,873:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-20 16:32:11,939:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.065779 seconds ...[0m
2023-09-20 16:32:12,032:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 5.24721[0m
2023-09-20 16:32:12,032:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-20 16:32:12,032:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-20 16:32:14,423:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.390259 seconds ...[0m
2023-09-20 16:32:14,511:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 5.25995[0m
2023-09-20 16:32:14,511:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-20 16:32:14,511:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-20 16:32:16,332:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.820009 seconds ...[0m
2023-09-20 16:32:16,396:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 5.24898[0m
2023-09-20 16:32:16,397:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-20 16:32:16,397:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-20 16:32:18,207:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.809613 seconds ...[0m
2023-09-20 16:32:19,745:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.475034 seconds ...[0m
2023-09-20 16:32:19,745:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 5.24405[0m
2023-09-20 16:32:19,746:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0671 || HITRATE@5 Avg: 0.2010 || HITRATE@10 Avg: 0.3013 || NDCG@5 Avg: 0.1343 || NDCG@10 Avg: 0.1667[0m
2023-09-20 16:32:19,746:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-20 16:32:21,360:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614408 seconds ...[0m
2023-09-20 16:32:21,422:	[1;35m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 5.24444[0m
2023-09-20 16:32:21,422:	[1;35m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-20 16:32:21,422:	[1;35m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-20 16:32:23,060:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.638011 seconds ...[0m
2023-09-20 16:32:23,123:	[1;35m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 5.24925[0m
2023-09-20 16:32:23,123:	[1;35m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-20 16:32:23,123:	[1;35m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-20 16:32:24,786:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.662268 seconds ...[0m
2023-09-20 16:32:24,850:	[1;35m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 5.23402[0m
2023-09-20 16:32:24,850:	[1;35m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-20 16:32:24,850:	[1;35m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-20 16:32:26,481:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.630433 seconds ...[0m
2023-09-20 16:32:26,545:	[1;35m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 5.22196[0m
2023-09-20 16:32:26,545:	[1;35m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-20 16:32:26,545:	[1;35m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-20 16:32:28,154:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.608263 seconds ...[0m
2023-09-20 16:32:29,334:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.118849 seconds ...[0m
2023-09-20 16:32:29,334:	[1;35m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 5.24137[0m
2023-09-20 16:32:29,334:	[1;35m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0631 || HITRATE@5 Avg: 0.2118 || HITRATE@10 Avg: 0.3048 || NDCG@5 Avg: 0.1385 || NDCG@10 Avg: 0.1684[0m
2023-09-20 16:32:29,335:	[1;35m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-20 16:32:30,928:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.593571 seconds ...[0m
2023-09-20 16:32:30,988:	[1;35m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 5.25709[0m
2023-09-20 16:32:30,988:	[1;35m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-20 16:32:30,988:	[1;35m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-20 16:32:32,603:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.615102 seconds ...[0m
2023-09-20 16:32:32,662:	[1;35m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 5.23276[0m
2023-09-20 16:32:32,662:	[1;35m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-20 16:32:32,662:	[1;35m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-20 16:32:34,312:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.649011 seconds ...[0m
2023-09-20 16:32:34,374:	[1;35m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 5.22893[0m
2023-09-20 16:32:34,375:	[1;35m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-20 16:32:34,375:	[1;35m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-20 16:32:36,009:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.633769 seconds ...[0m
2023-09-20 16:32:36,087:	[1;35m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 5.24578[0m
2023-09-20 16:32:36,087:	[1;35m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-20 16:32:36,087:	[1;35m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-20 16:32:37,947:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859686 seconds ...[0m
2023-09-20 16:32:40,248:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.217071 seconds ...[0m
2023-09-20 16:32:40,249:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1694*** [0m
2023-09-20 16:32:40,267:	[1;35m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 5.25186[0m
2023-09-20 16:32:40,267:	[1;35m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0647 || HITRATE@5 Avg: 0.2061 || HITRATE@10 Avg: 0.3073 || NDCG@5 Avg: 0.1368 || NDCG@10 Avg: 0.1694[0m
2023-09-20 16:32:40,267:	[1;35m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-20 16:32:42,140:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.872028 seconds ...[0m
2023-09-20 16:32:42,221:	[1;35m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 5.23340[0m
2023-09-20 16:32:42,221:	[1;35m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-20 16:32:42,221:	[1;35m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-20 16:32:44,074:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852897 seconds ...[0m
2023-09-20 16:32:44,159:	[1;35m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 5.24446[0m
2023-09-20 16:32:44,159:	[1;35m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-20 16:32:44,159:	[1;35m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-20 16:32:46,015:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855102 seconds ...[0m
2023-09-20 16:32:46,095:	[1;35m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 5.24577[0m
2023-09-20 16:32:46,095:	[1;35m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-20 16:32:46,095:	[1;35m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-20 16:32:47,946:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850593 seconds ...[0m
2023-09-20 16:32:48,026:	[1;35m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 5.22572[0m
2023-09-20 16:32:48,027:	[1;35m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-20 16:32:48,027:	[1;35m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-20 16:32:49,873:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846179 seconds ...[0m
2023-09-20 16:32:52,055:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.102161 seconds ...[0m
2023-09-20 16:32:52,056:	[1;35m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 5.22139[0m
2023-09-20 16:32:52,056:	[1;35m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0641 || HITRATE@5 Avg: 0.2055 || HITRATE@10 Avg: 0.3051 || NDCG@5 Avg: 0.1357 || NDCG@10 Avg: 0.1678[0m
2023-09-20 16:32:52,056:	[1;35m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-20 16:32:53,913:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856360 seconds ...[0m
2023-09-20 16:32:53,991:	[1;35m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 5.22873[0m
2023-09-20 16:32:53,992:	[1;35m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-20 16:32:53,992:	[1;35m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-20 16:32:55,831:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.839293 seconds ...[0m
2023-09-20 16:32:55,910:	[1;35m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 5.21679[0m
2023-09-20 16:32:55,911:	[1;35m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-20 16:32:55,911:	[1;35m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-20 16:32:57,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846445 seconds ...[0m
2023-09-20 16:32:57,838:	[1;35m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 5.23980[0m
2023-09-20 16:32:57,838:	[1;35m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-20 16:32:57,838:	[1;35m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-20 16:32:59,689:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850616 seconds ...[0m
2023-09-20 16:32:59,768:	[1;35m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 5.23357[0m
2023-09-20 16:32:59,769:	[1;35m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-20 16:32:59,769:	[1;35m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-20 16:33:01,625:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855617 seconds ...[0m
2023-09-20 16:33:03,794:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.093930 seconds ...[0m
2023-09-20 16:33:03,794:	[1;35m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 5.22445[0m
2023-09-20 16:33:03,795:	[1;35m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2076 || HITRATE@10 Avg: 0.3041 || NDCG@5 Avg: 0.1366 || NDCG@10 Avg: 0.1677[0m
2023-09-20 16:33:03,795:	[1;35m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-20 16:33:05,656:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.861209 seconds ...[0m
2023-09-20 16:33:05,735:	[1;35m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 5.23081[0m
2023-09-20 16:33:05,736:	[1;35m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-20 16:33:05,736:	[1;35m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-20 16:33:07,581:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845046 seconds ...[0m
2023-09-20 16:33:07,657:	[1;35m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 5.22857[0m
2023-09-20 16:33:07,657:	[1;35m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-20 16:33:07,658:	[1;35m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-20 16:33:09,505:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.847389 seconds ...[0m
2023-09-20 16:33:09,593:	[1;35m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 5.23913[0m
2023-09-20 16:33:09,594:	[1;35m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-20 16:33:09,594:	[1;35m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-20 16:33:11,462:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868237 seconds ...[0m
2023-09-20 16:33:11,546:	[1;35m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 5.22482[0m
2023-09-20 16:33:11,546:	[1;35m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-20 16:33:11,546:	[1;35m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-20 16:33:13,410:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863779 seconds ...[0m
2023-09-20 16:33:15,599:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.112840 seconds ...[0m
2023-09-20 16:33:15,599:	[1;35m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 5.22525[0m
2023-09-20 16:33:15,599:	[1;35m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0664 || HITRATE@5 Avg: 0.2017 || HITRATE@10 Avg: 0.3008 || NDCG@5 Avg: 0.1359 || NDCG@10 Avg: 0.1679[0m
2023-09-20 16:33:15,599:	[1;35m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-20 16:33:17,467:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.867759 seconds ...[0m
2023-09-20 16:33:17,547:	[1;35m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 5.23751[0m
2023-09-20 16:33:17,547:	[1;35m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-20 16:33:17,547:	[1;35m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-20 16:33:19,402:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854468 seconds ...[0m
2023-09-20 16:33:19,477:	[1;35m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 5.23735[0m
2023-09-20 16:33:19,477:	[1;35m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-20 16:33:19,477:	[1;35m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-20 16:33:21,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850215 seconds ...[0m
2023-09-20 16:33:21,408:	[1;35m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 5.21678[0m
2023-09-20 16:33:21,408:	[1;35m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-20 16:33:21,408:	[1;35m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-20 16:33:23,255:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846424 seconds ...[0m
2023-09-20 16:33:23,336:	[1;35m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 5.21728[0m
2023-09-20 16:33:23,337:	[1;35m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-20 16:33:23,337:	[1;35m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-20 16:33:25,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854211 seconds ...[0m
2023-09-20 16:33:27,394:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.124394 seconds ...[0m
2023-09-20 16:33:27,395:	[1;35m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 5.22908[0m
2023-09-20 16:33:27,395:	[1;35m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0659 || HITRATE@5 Avg: 0.2050 || HITRATE@10 Avg: 0.3058 || NDCG@5 Avg: 0.1368 || NDCG@10 Avg: 0.1693[0m
2023-09-20 16:33:27,395:	[1;35m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-20 16:33:29,281:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.885481 seconds ...[0m
2023-09-20 16:33:29,362:	[1;35m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 5.23964[0m
2023-09-20 16:33:29,363:	[1;35m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-20 16:33:29,363:	[1;35m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-20 16:33:31,246:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.882564 seconds ...[0m
2023-09-20 16:33:31,323:	[1;35m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 5.22740[0m
2023-09-20 16:33:31,324:	[1;35m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-20 16:33:31,324:	[1;35m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-20 16:33:33,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.867440 seconds ...[0m
2023-09-20 16:33:33,272:	[1;35m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 5.24002[0m
2023-09-20 16:33:33,272:	[1;35m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-20 16:33:33,272:	[1;35m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-20 16:33:35,140:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.867773 seconds ...[0m
2023-09-20 16:33:35,220:	[1;35m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 5.22928[0m
2023-09-20 16:33:35,220:	[1;35m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-20 16:33:35,220:	[1;35m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-20 16:33:37,071:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.850462 seconds ...[0m
2023-09-20 16:33:39,301:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.150397 seconds ...[0m
2023-09-20 16:33:39,302:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1697*** [0m
2023-09-20 16:33:39,319:	[1;35m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 5.24673[0m
2023-09-20 16:33:39,320:	[1;35m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0677 || HITRATE@5 Avg: 0.2094 || HITRATE@10 Avg: 0.3030 || NDCG@5 Avg: 0.1395 || NDCG@10 Avg: 0.1697[0m
2023-09-20 16:33:39,320:	[1;35m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-20 16:33:41,189:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868882 seconds ...[0m
2023-09-20 16:33:41,269:	[1;35m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 5.22219[0m
2023-09-20 16:33:41,269:	[1;35m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-20 16:33:41,270:	[1;35m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-20 16:33:43,133:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.862796 seconds ...[0m
2023-09-20 16:33:43,209:	[1;35m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 5.23165[0m
2023-09-20 16:33:43,210:	[1;35m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-20 16:33:43,210:	[1;35m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-20 16:33:45,072:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.862244 seconds ...[0m
2023-09-20 16:33:45,152:	[1;35m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 5.20671[0m
2023-09-20 16:33:45,153:	[1;35m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-20 16:33:45,153:	[1;35m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-20 16:33:47,009:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855374 seconds ...[0m
2023-09-20 16:33:47,091:	[1;35m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 5.23650[0m
2023-09-20 16:33:47,091:	[1;35m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-20 16:33:47,091:	[1;35m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-20 16:33:48,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.802588 seconds ...[0m
2023-09-20 16:33:49,996:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.044602 seconds ...[0m
2023-09-20 16:33:49,996:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1701*** [0m
2023-09-20 16:33:50,010:	[1;35m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 5.23940[0m
2023-09-20 16:33:50,011:	[1;35m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0659 || HITRATE@5 Avg: 0.2137 || HITRATE@10 Avg: 0.3045 || NDCG@5 Avg: 0.1408 || NDCG@10 Avg: 0.1701[0m
2023-09-20 16:33:50,011:	[1;35m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-20 16:33:51,618:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.607098 seconds ...[0m
2023-09-20 16:33:51,677:	[1;35m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 5.24092[0m
2023-09-20 16:33:51,677:	[1;35m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-20 16:33:51,678:	[1;35m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-20 16:33:53,292:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614744 seconds ...[0m
2023-09-20 16:33:53,354:	[1;35m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 5.20147[0m
2023-09-20 16:33:53,354:	[1;35m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-20 16:33:53,354:	[1;35m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-20 16:33:55,006:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.651623 seconds ...[0m
2023-09-20 16:33:55,066:	[1;35m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 5.20167[0m
2023-09-20 16:33:55,066:	[1;35m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-20 16:33:55,066:	[1;35m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-20 16:33:56,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.632851 seconds ...[0m
2023-09-20 16:33:56,761:	[1;35m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 5.23665[0m
2023-09-20 16:33:56,761:	[1;35m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-20 16:33:56,761:	[1;35m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-20 16:33:58,373:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.612074 seconds ...[0m
2023-09-20 16:33:59,554:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.122091 seconds ...[0m
2023-09-20 16:33:59,554:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1714*** [0m
2023-09-20 16:33:59,568:	[1;35m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 5.21960[0m
2023-09-20 16:33:59,568:	[1;35m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0671 || HITRATE@5 Avg: 0.2086 || HITRATE@10 Avg: 0.3073 || NDCG@5 Avg: 0.1395 || NDCG@10 Avg: 0.1714[0m
2023-09-20 16:33:59,568:	[1;35m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-20 16:34:01,181:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.613006 seconds ...[0m
2023-09-20 16:34:01,234:	[1;35m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 5.21737[0m
2023-09-20 16:34:01,235:	[1;35m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-20 16:34:01,235:	[1;35m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-20 16:34:02,836:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.601259 seconds ...[0m
2023-09-20 16:34:02,898:	[1;35m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 5.20364[0m
2023-09-20 16:34:02,898:	[1;35m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-20 16:34:02,898:	[1;35m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-20 16:34:04,536:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.637223 seconds ...[0m
2023-09-20 16:34:04,593:	[1;35m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 5.22444[0m
2023-09-20 16:34:04,593:	[1;35m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-20 16:34:04,593:	[1;35m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-20 16:34:06,221:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.628224 seconds ...[0m
2023-09-20 16:34:06,286:	[1;35m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 5.21099[0m
2023-09-20 16:34:06,286:	[1;35m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-20 16:34:06,286:	[1;35m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-20 16:34:07,938:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.651560 seconds ...[0m
2023-09-20 16:34:09,223:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.222007 seconds ...[0m
2023-09-20 16:34:09,224:	[1;35m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 5.21540[0m
2023-09-20 16:34:09,224:	[1;35m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0692 || HITRATE@5 Avg: 0.2088 || HITRATE@10 Avg: 0.3033 || NDCG@5 Avg: 0.1400 || NDCG@10 Avg: 0.1705[0m
2023-09-20 16:34:09,224:	[1;35m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-20 16:34:10,908:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.684041 seconds ...[0m
2023-09-20 16:34:10,984:	[1;35m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 5.20707[0m
2023-09-20 16:34:10,984:	[1;35m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-20 16:34:10,984:	[1;35m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-20 16:34:12,839:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854700 seconds ...[0m
2023-09-20 16:34:12,922:	[1;35m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 5.22575[0m
2023-09-20 16:34:12,922:	[1;35m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-20 16:34:12,922:	[1;35m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-20 16:34:14,797:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.874540 seconds ...[0m
2023-09-20 16:34:14,874:	[1;35m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 5.21845[0m
2023-09-20 16:34:14,874:	[1;35m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-20 16:34:14,875:	[1;35m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-20 16:34:16,733:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857939 seconds ...[0m
2023-09-20 16:34:16,812:	[1;35m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 5.21180[0m
2023-09-20 16:34:16,813:	[1;35m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-20 16:34:16,813:	[1;35m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-20 16:34:18,674:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.860998 seconds ...[0m
2023-09-20 16:34:20,838:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.084413 seconds ...[0m
2023-09-20 16:34:20,839:	[1;35m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 5.21698[0m
2023-09-20 16:34:20,839:	[1;35m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0671 || HITRATE@5 Avg: 0.2066 || HITRATE@10 Avg: 0.3079 || NDCG@5 Avg: 0.1384 || NDCG@10 Avg: 0.1710[0m
2023-09-20 16:34:20,839:	[1;35m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-20 16:34:22,735:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.895517 seconds ...[0m
2023-09-20 16:34:22,825:	[1;35m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 5.20356[0m
2023-09-20 16:34:22,825:	[1;35m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-20 16:34:22,825:	[1;35m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-20 16:34:24,763:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.937681 seconds ...[0m
2023-09-20 16:34:24,843:	[1;35m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 5.20524[0m
2023-09-20 16:34:24,843:	[1;35m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-20 16:34:24,843:	[1;35m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-20 16:34:26,711:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.867911 seconds ...[0m
2023-09-20 16:34:26,796:	[1;35m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 5.22814[0m
2023-09-20 16:34:26,797:	[1;35m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-20 16:34:26,797:	[1;35m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-20 16:34:28,655:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857875 seconds ...[0m
2023-09-20 16:34:28,735:	[1;35m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 5.22078[0m
2023-09-20 16:34:28,735:	[1;35m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-20 16:34:28,735:	[1;35m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-20 16:34:30,590:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853837 seconds ...[0m
2023-09-20 16:34:31,726:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.058190 seconds ...[0m
2023-09-20 16:34:31,727:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1721*** [0m
2023-09-20 16:34:31,740:	[1;35m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 5.21260[0m
2023-09-20 16:34:31,740:	[1;35m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0667 || HITRATE@5 Avg: 0.2078 || HITRATE@10 Avg: 0.3106 || NDCG@5 Avg: 0.1392 || NDCG@10 Avg: 0.1721[0m
2023-09-20 16:34:31,740:	[1;35m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-20 16:34:33,333:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.593216 seconds ...[0m
2023-09-20 16:34:33,395:	[1;35m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 5.20987[0m
2023-09-20 16:34:33,395:	[1;35m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-20 16:34:33,395:	[1;35m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-20 16:34:35,024:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.629454 seconds ...[0m
2023-09-20 16:34:35,085:	[1;35m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 5.20513[0m
2023-09-20 16:34:35,085:	[1;35m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-20 16:34:35,085:	[1;35m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-20 16:34:36,721:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.635730 seconds ...[0m
2023-09-20 16:34:36,787:	[1;35m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 5.21129[0m
2023-09-20 16:34:36,787:	[1;35m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-20 16:34:36,787:	[1;35m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-20 16:34:38,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.615827 seconds ...[0m
2023-09-20 16:34:38,462:	[1;35m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 5.20050[0m
2023-09-20 16:34:38,462:	[1;35m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-20 16:34:38,462:	[1;35m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-20 16:34:40,087:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.624494 seconds ...[0m
2023-09-20 16:34:41,275:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.128223 seconds ...[0m
2023-09-20 16:34:41,275:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1734*** [0m
2023-09-20 16:34:41,288:	[1;35m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 5.20910[0m
2023-09-20 16:34:41,289:	[1;35m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0695 || HITRATE@5 Avg: 0.2091 || HITRATE@10 Avg: 0.3086 || NDCG@5 Avg: 0.1414 || NDCG@10 Avg: 0.1734[0m
2023-09-20 16:34:41,289:	[1;35m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-20 16:34:42,897:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.608208 seconds ...[0m
2023-09-20 16:34:42,955:	[1;35m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 5.23289[0m
2023-09-20 16:34:42,955:	[1;35m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-20 16:34:42,956:	[1;35m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-20 16:34:44,575:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.618792 seconds ...[0m
2023-09-20 16:34:44,636:	[1;35m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 5.21103[0m
2023-09-20 16:34:44,636:	[1;35m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-20 16:34:44,636:	[1;35m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-20 16:34:46,285:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.648009 seconds ...[0m
2023-09-20 16:34:46,345:	[1;35m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 5.19927[0m
2023-09-20 16:34:46,345:	[1;35m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-20 16:34:46,345:	[1;35m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-20 16:34:47,964:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.618204 seconds ...[0m
2023-09-20 16:34:48,024:	[1;35m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 5.19728[0m
2023-09-20 16:34:48,024:	[1;35m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-20 16:34:48,024:	[1;35m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-20 16:34:49,660:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.635174 seconds ...[0m
2023-09-20 16:34:50,866:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.145019 seconds ...[0m
2023-09-20 16:34:50,866:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1736*** [0m
2023-09-20 16:34:50,880:	[1;35m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 5.21130[0m
2023-09-20 16:34:50,880:	[1;35m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0659 || HITRATE@5 Avg: 0.2109 || HITRATE@10 Avg: 0.3151 || NDCG@5 Avg: 0.1402 || NDCG@10 Avg: 0.1736[0m
2023-09-20 16:34:50,880:	[1;35m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-20 16:34:52,547:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.666534 seconds ...[0m
2023-09-20 16:34:52,622:	[1;35m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 5.21161[0m
2023-09-20 16:34:52,622:	[1;35m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-20 16:34:52,622:	[1;35m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-20 16:34:54,506:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.883553 seconds ...[0m
2023-09-20 16:34:54,597:	[1;35m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 5.21668[0m
2023-09-20 16:34:54,597:	[1;35m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-20 16:34:54,597:	[1;35m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-20 16:34:56,526:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.928424 seconds ...[0m
2023-09-20 16:34:56,610:	[1;35m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 5.20156[0m
2023-09-20 16:34:56,611:	[1;35m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-20 16:34:56,611:	[1;35m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-20 16:34:58,467:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856260 seconds ...[0m
2023-09-20 16:34:58,548:	[1;35m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 5.19610[0m
2023-09-20 16:34:58,548:	[1;35m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-20 16:34:58,548:	[1;35m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-20 16:35:00,412:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864043 seconds ...[0m
2023-09-20 16:35:02,672:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.175016 seconds ...[0m
2023-09-20 16:35:02,673:	[1;35m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 5.19583[0m
2023-09-20 16:35:02,673:	[1;35m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0687 || HITRATE@5 Avg: 0.2094 || HITRATE@10 Avg: 0.3048 || NDCG@5 Avg: 0.1410 || NDCG@10 Avg: 0.1717[0m
2023-09-20 16:35:02,673:	[1;35m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-20 16:35:04,577:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.904083 seconds ...[0m
2023-09-20 16:35:04,657:	[1;35m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 5.18756[0m
2023-09-20 16:35:04,657:	[1;35m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-20 16:35:04,657:	[1;35m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-20 16:35:06,513:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855536 seconds ...[0m
2023-09-20 16:35:06,592:	[1;35m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 5.19885[0m
2023-09-20 16:35:06,592:	[1;35m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-20 16:35:06,592:	[1;35m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-20 16:35:08,439:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846193 seconds ...[0m
2023-09-20 16:35:08,520:	[1;35m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 5.20514[0m
2023-09-20 16:35:08,520:	[1;35m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-20 16:35:08,520:	[1;35m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-20 16:35:10,414:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.893925 seconds ...[0m
2023-09-20 16:35:10,490:	[1;35m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 5.21358[0m
2023-09-20 16:35:10,490:	[1;35m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-20 16:35:10,490:	[1;35m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-20 16:35:12,349:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.858379 seconds ...[0m
2023-09-20 16:35:14,566:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.136679 seconds ...[0m
2023-09-20 16:35:14,566:	[1;35m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 5.21289[0m
2023-09-20 16:35:14,566:	[1;35m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0679 || HITRATE@5 Avg: 0.2089 || HITRATE@10 Avg: 0.3111 || NDCG@5 Avg: 0.1393 || NDCG@10 Avg: 0.1721[0m
2023-09-20 16:35:14,567:	[1;35m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-20 16:35:16,429:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.862559 seconds ...[0m
2023-09-20 16:35:16,504:	[1;35m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 5.20513[0m
2023-09-20 16:35:16,505:	[1;35m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-20 16:35:16,505:	[1;35m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-20 16:35:18,349:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843824 seconds ...[0m
2023-09-20 16:35:18,428:	[1;35m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 5.19664[0m
2023-09-20 16:35:18,429:	[1;35m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-20 16:35:18,429:	[1;35m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-20 16:35:20,274:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844887 seconds ...[0m
2023-09-20 16:35:20,353:	[1;35m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 5.20186[0m
2023-09-20 16:35:20,354:	[1;35m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-20 16:35:20,354:	[1;35m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-20 16:35:22,220:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.865720 seconds ...[0m
2023-09-20 16:35:22,302:	[1;35m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 5.17249[0m
2023-09-20 16:35:22,303:	[1;35m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-20 16:35:22,303:	[1;35m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-20 16:35:24,160:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857518 seconds ...[0m
2023-09-20 16:35:26,425:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.182358 seconds ...[0m
2023-09-20 16:35:26,425:	[1;35m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 5.21804[0m
2023-09-20 16:35:26,425:	[1;35m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0659 || HITRATE@5 Avg: 0.2089 || HITRATE@10 Avg: 0.3099 || NDCG@5 Avg: 0.1389 || NDCG@10 Avg: 0.1714[0m
2023-09-20 16:35:26,426:	[1;35m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-20 16:35:28,294:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868605 seconds ...[0m
2023-09-20 16:35:28,375:	[1;35m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 5.19778[0m
2023-09-20 16:35:28,375:	[1;35m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-20 16:35:28,375:	[1;35m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-20 16:35:30,235:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859823 seconds ...[0m
2023-09-20 16:35:30,317:	[1;35m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 5.21811[0m
2023-09-20 16:35:30,318:	[1;35m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-20 16:35:30,318:	[1;35m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-20 16:35:32,173:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855107 seconds ...[0m
2023-09-20 16:35:32,253:	[1;35m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 5.17795[0m
2023-09-20 16:35:32,254:	[1;35m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-20 16:35:32,254:	[1;35m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-20 16:35:34,100:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846000 seconds ...[0m
2023-09-20 16:35:34,181:	[1;35m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 5.19215[0m
2023-09-20 16:35:34,181:	[1;35m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-20 16:35:34,181:	[1;35m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-20 16:35:36,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.863432 seconds ...[0m
2023-09-20 16:35:38,268:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.140287 seconds ...[0m
2023-09-20 16:35:38,269:	[1;35m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 5.20733[0m
2023-09-20 16:35:38,269:	[1;35m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0672 || HITRATE@5 Avg: 0.2078 || HITRATE@10 Avg: 0.3076 || NDCG@5 Avg: 0.1390 || NDCG@10 Avg: 0.1713[0m
2023-09-20 16:35:38,269:	[1;35m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-20 16:35:40,134:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864398 seconds ...[0m
2023-09-20 16:35:40,212:	[1;35m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 5.19634[0m
2023-09-20 16:35:40,212:	[1;35m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-20 16:35:40,212:	[1;35m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-20 16:35:42,058:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845712 seconds ...[0m
2023-09-20 16:35:42,134:	[1;35m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 5.20524[0m
2023-09-20 16:35:42,135:	[1;35m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-20 16:35:42,135:	[1;35m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-20 16:35:44,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.865888 seconds ...[0m
2023-09-20 16:35:44,081:	[1;35m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 5.18960[0m
2023-09-20 16:35:44,082:	[1;35m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-20 16:35:44,082:	[1;35m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-20 16:35:45,942:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859629 seconds ...[0m
2023-09-20 16:35:46,023:	[1;35m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 5.19928[0m
2023-09-20 16:35:46,023:	[1;35m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-20 16:35:46,023:	[1;35m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-20 16:35:47,875:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852176 seconds ...[0m
2023-09-20 16:35:50,127:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.171490 seconds ...[0m
2023-09-20 16:35:50,128:	[1;35m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 5.19243[0m
2023-09-20 16:35:50,128:	[1;35m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0662 || HITRATE@5 Avg: 0.2093 || HITRATE@10 Avg: 0.3127 || NDCG@5 Avg: 0.1393 || NDCG@10 Avg: 0.1727[0m
2023-09-20 16:35:50,128:	[1;35m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-20 16:35:51,993:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864815 seconds ...[0m
2023-09-20 16:35:52,073:	[1;35m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 5.21249[0m
2023-09-20 16:35:52,073:	[1;35m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-20 16:35:52,073:	[1;35m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-20 16:35:53,913:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.839066 seconds ...[0m
2023-09-20 16:35:53,992:	[1;35m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 5.18057[0m
2023-09-20 16:35:53,992:	[1;35m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-20 16:35:53,992:	[1;35m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-20 16:35:55,846:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.854091 seconds ...[0m
2023-09-20 16:35:55,926:	[1;35m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 5.20305[0m
2023-09-20 16:35:55,927:	[1;35m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-20 16:35:55,927:	[1;35m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-20 16:35:57,769:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841834 seconds ...[0m
2023-09-20 16:35:57,849:	[1;35m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 5.19065[0m
2023-09-20 16:35:57,849:	[1;35m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-20 16:35:57,849:	[1;35m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-20 16:35:59,705:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.855865 seconds ...[0m
2023-09-20 16:36:01,955:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.169369 seconds ...[0m
2023-09-20 16:36:01,956:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1748*** [0m
2023-09-20 16:36:01,976:	[1;35m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 5.19372[0m
2023-09-20 16:36:01,976:	[1;35m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0704 || HITRATE@5 Avg: 0.2114 || HITRATE@10 Avg: 0.3152 || NDCG@5 Avg: 0.1414 || NDCG@10 Avg: 0.1748[0m
2023-09-20 16:36:01,976:	[1;35m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-20 16:36:03,935:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.959035 seconds ...[0m
2023-09-20 16:36:04,026:	[1;35m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 5.20157[0m
2023-09-20 16:36:04,027:	[1;35m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-20 16:36:04,027:	[1;35m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-20 16:36:05,936:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.909632 seconds ...[0m
2023-09-20 16:36:06,027:	[1;35m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 5.19746[0m
2023-09-20 16:36:06,027:	[1;35m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-20 16:36:06,027:	[1;35m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-20 16:36:07,974:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.946378 seconds ...[0m
2023-09-20 16:36:08,054:	[1;35m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 5.20799[0m
2023-09-20 16:36:08,055:	[1;35m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-20 16:36:08,055:	[1;35m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-20 16:36:10,009:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.953479 seconds ...[0m
2023-09-20 16:36:10,089:	[1;35m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 5.19861[0m
2023-09-20 16:36:10,089:	[1;35m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-20 16:36:10,089:	[1;35m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-20 16:36:12,031:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.941983 seconds ...[0m
2023-09-20 16:36:14,326:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.213489 seconds ...[0m
2023-09-20 16:36:14,326:	[1;35m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 5.18794[0m
2023-09-20 16:36:14,327:	[1;35m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0697 || HITRATE@5 Avg: 0.2099 || HITRATE@10 Avg: 0.3124 || NDCG@5 Avg: 0.1407 || NDCG@10 Avg: 0.1736[0m
2023-09-20 16:36:14,327:	[1;35m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-20 16:36:16,213:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.885690 seconds ...[0m
2023-09-20 16:36:16,294:	[1;35m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 5.19631[0m
2023-09-20 16:36:16,295:	[1;35m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-20 16:36:16,295:	[1;35m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-20 16:36:18,185:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.890159 seconds ...[0m
2023-09-20 16:36:18,273:	[1;35m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 5.18660[0m
2023-09-20 16:36:18,273:	[1;35m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-20 16:36:18,273:	[1;35m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-20 16:36:20,138:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864466 seconds ...[0m
2023-09-20 16:36:20,217:	[1;35m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 5.18267[0m
2023-09-20 16:36:20,218:	[1;35m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-20 16:36:20,218:	[1;35m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-20 16:36:22,064:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.845994 seconds ...[0m
2023-09-20 16:36:22,138:	[1;35m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 5.19561[0m
2023-09-20 16:36:22,139:	[1;35m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-20 16:36:22,139:	[1;35m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-20 16:36:23,979:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.840035 seconds ...[0m
2023-09-20 16:36:26,226:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.167915 seconds ...[0m
2023-09-20 16:36:26,226:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1755*** [0m
2023-09-20 16:36:26,243:	[1;35m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 5.19267[0m
2023-09-20 16:36:26,244:	[1;35m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0709 || HITRATE@5 Avg: 0.2146 || HITRATE@10 Avg: 0.3132 || NDCG@5 Avg: 0.1437 || NDCG@10 Avg: 0.1755[0m
2023-09-20 16:36:26,244:	[1;35m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-20 16:36:28,100:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856193 seconds ...[0m
2023-09-20 16:36:28,180:	[1;35m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 5.18894[0m
2023-09-20 16:36:28,181:	[1;35m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-20 16:36:28,181:	[1;35m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-20 16:36:30,058:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.877515 seconds ...[0m
2023-09-20 16:36:30,141:	[1;35m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 5.18192[0m
2023-09-20 16:36:30,141:	[1;35m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-20 16:36:30,141:	[1;35m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-20 16:36:31,983:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841606 seconds ...[0m
2023-09-20 16:36:32,062:	[1;35m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 5.18634[0m
2023-09-20 16:36:32,063:	[1;35m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-20 16:36:32,063:	[1;35m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-20 16:36:33,916:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853364 seconds ...[0m
2023-09-20 16:36:33,997:	[1;35m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 5.19984[0m
2023-09-20 16:36:33,997:	[1;35m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-20 16:36:33,997:	[1;35m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-20 16:36:35,841:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.843769 seconds ...[0m
2023-09-20 16:36:37,032:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.124337 seconds ...[0m
2023-09-20 16:36:37,032:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1757*** [0m
2023-09-20 16:36:37,047:	[1;35m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 5.19300[0m
2023-09-20 16:36:37,047:	[1;35m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0694 || HITRATE@5 Avg: 0.2129 || HITRATE@10 Avg: 0.3157 || NDCG@5 Avg: 0.1425 || NDCG@10 Avg: 0.1757[0m
2023-09-20 16:36:37,047:	[1;35m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-20 16:36:38,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614930 seconds ...[0m
2023-09-20 16:36:38,728:	[1;35m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 5.20546[0m
2023-09-20 16:36:38,728:	[1;35m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-20 16:36:38,728:	[1;35m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-20 16:36:40,381:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.652370 seconds ...[0m
2023-09-20 16:36:40,449:	[1;35m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 5.20606[0m
2023-09-20 16:36:40,449:	[1;35m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-20 16:36:40,449:	[1;35m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-20 16:36:42,083:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.633953 seconds ...[0m
2023-09-20 16:36:42,147:	[1;35m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 5.18274[0m
2023-09-20 16:36:42,147:	[1;35m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-20 16:36:42,147:	[1;35m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-20 16:36:43,781:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.633704 seconds ...[0m
2023-09-20 16:36:43,846:	[1;35m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 5.17438[0m
2023-09-20 16:36:43,847:	[1;35m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-20 16:36:43,847:	[1;35m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-20 16:36:45,465:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.618391 seconds ...[0m
2023-09-20 16:36:46,670:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.142155 seconds ...[0m
2023-09-20 16:36:46,671:	[1;35m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 5.18865[0m
2023-09-20 16:36:46,671:	[1;35m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0699 || HITRATE@5 Avg: 0.2121 || HITRATE@10 Avg: 0.3136 || NDCG@5 Avg: 0.1419 || NDCG@10 Avg: 0.1746[0m
2023-09-20 16:36:46,671:	[1;35m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-20 16:36:48,285:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.613267 seconds ...[0m
2023-09-20 16:36:48,346:	[1;35m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 5.20028[0m
2023-09-20 16:36:48,346:	[1;35m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-20 16:36:48,346:	[1;35m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-20 16:36:49,979:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.632566 seconds ...[0m
2023-09-20 16:36:50,045:	[1;35m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 5.18056[0m
2023-09-20 16:36:50,045:	[1;35m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-20 16:36:50,045:	[1;35m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-20 16:36:51,696:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.651121 seconds ...[0m
2023-09-20 16:36:51,756:	[1;35m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 5.18804[0m
2023-09-20 16:36:51,756:	[1;35m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-20 16:36:51,756:	[1;35m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-20 16:36:53,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.646401 seconds ...[0m
2023-09-20 16:36:53,468:	[1;35m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 5.19357[0m
2023-09-20 16:36:53,468:	[1;35m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-20 16:36:53,468:	[1;35m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-20 16:36:55,103:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.634858 seconds ...[0m
2023-09-20 16:36:56,287:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.128538 seconds ...[0m
2023-09-20 16:36:56,287:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1758*** [0m
2023-09-20 16:36:56,303:	[1;35m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 5.18871[0m
2023-09-20 16:36:56,304:	[1;35m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0699 || HITRATE@5 Avg: 0.2127 || HITRATE@10 Avg: 0.3175 || NDCG@5 Avg: 0.1420 || NDCG@10 Avg: 0.1758[0m
2023-09-20 16:36:56,304:	[1;35m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-20 16:36:57,944:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.640182 seconds ...[0m
2023-09-20 16:36:58,001:	[1;35m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 5.16586[0m
2023-09-20 16:36:58,001:	[1;35m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-20 16:36:58,001:	[1;35m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-20 16:36:59,647:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.645859 seconds ...[0m
2023-09-20 16:36:59,706:	[1;35m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 5.18926[0m
2023-09-20 16:36:59,706:	[1;35m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-20 16:36:59,706:	[1;35m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-20 16:37:01,363:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.656683 seconds ...[0m
2023-09-20 16:37:01,425:	[1;35m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 5.17969[0m
2023-09-20 16:37:01,425:	[1;35m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-20 16:37:01,425:	[1;35m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-20 16:37:03,063:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.637918 seconds ...[0m
2023-09-20 16:37:03,127:	[1;35m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 5.17272[0m
2023-09-20 16:37:03,127:	[1;35m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-20 16:37:03,127:	[1;35m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-20 16:37:04,791:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.663709 seconds ...[0m
2023-09-20 16:37:06,114:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.259376 seconds ...[0m
2023-09-20 16:37:06,114:	[1;35m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 5.17246[0m
2023-09-20 16:37:06,114:	[1;35m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0662 || HITRATE@5 Avg: 0.2157 || HITRATE@10 Avg: 0.3162 || NDCG@5 Avg: 0.1420 || NDCG@10 Avg: 0.1745[0m
2023-09-20 16:37:06,115:	[1;35m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-20 16:37:07,740:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.624842 seconds ...[0m
2023-09-20 16:37:07,817:	[1;35m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 5.18343[0m
2023-09-20 16:37:07,818:	[1;35m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-20 16:37:07,818:	[1;35m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-20 16:37:09,652:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.833683 seconds ...[0m
2023-09-20 16:37:09,730:	[1;35m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 5.17860[0m
2023-09-20 16:37:09,730:	[1;35m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-20 16:37:09,731:	[1;35m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-20 16:37:11,611:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.880308 seconds ...[0m
2023-09-20 16:37:11,701:	[1;35m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 5.18706[0m
2023-09-20 16:37:11,702:	[1;35m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-20 16:37:11,702:	[1;35m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-20 16:37:13,667:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.964662 seconds ...[0m
2023-09-20 16:37:13,760:	[1;35m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 5.19210[0m
2023-09-20 16:37:13,761:	[1;35m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-20 16:37:13,761:	[1;35m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-20 16:37:15,750:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.989091 seconds ...[0m
2023-09-20 16:37:18,072:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.234648 seconds ...[0m
2023-09-20 16:37:18,072:	[1;35m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 5.18897[0m
2023-09-20 16:37:18,072:	[1;35m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0664 || HITRATE@5 Avg: 0.2045 || HITRATE@10 Avg: 0.3075 || NDCG@5 Avg: 0.1361 || NDCG@10 Avg: 0.1694[0m
2023-09-20 16:37:18,073:	[1;35m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-20 16:37:20,127:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.054337 seconds ...[0m
2023-09-20 16:37:20,209:	[1;35m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 5.17811[0m
2023-09-20 16:37:20,209:	[1;35m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-20 16:37:20,210:	[1;35m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-20 16:37:22,265:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 2.055146 seconds ...[0m
2023-09-20 16:37:22,352:	[1;35m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 5.16795[0m
2023-09-20 16:37:22,352:	[1;35m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-20 16:37:22,352:	[1;35m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-20 16:37:24,292:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.939615 seconds ...[0m
2023-09-20 16:37:24,379:	[1;35m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 5.18022[0m
2023-09-20 16:37:24,379:	[1;35m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-20 16:37:24,379:	[1;35m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-20 16:37:26,239:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859869 seconds ...[0m
2023-09-20 16:37:26,325:	[1;35m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 5.17665[0m
2023-09-20 16:37:26,325:	[1;35m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-20 16:37:26,325:	[1;35m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-20 16:37:28,125:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.799357 seconds ...[0m
2023-09-20 16:37:29,222:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.048199 seconds ...[0m
2023-09-20 16:37:29,223:	[1;35m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 5.18666[0m
2023-09-20 16:37:29,223:	[1;35m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0687 || HITRATE@5 Avg: 0.2147 || HITRATE@10 Avg: 0.3159 || NDCG@5 Avg: 0.1425 || NDCG@10 Avg: 0.1753[0m
2023-09-20 16:37:29,223:	[1;35m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-20 16:37:30,835:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.611504 seconds ...[0m
2023-09-20 16:37:30,892:	[1;35m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 5.17892[0m
2023-09-20 16:37:30,893:	[1;35m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-20 16:37:30,893:	[1;35m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-20 16:37:32,505:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.611978 seconds ...[0m
2023-09-20 16:37:32,567:	[1;35m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 5.15673[0m
2023-09-20 16:37:32,567:	[1;35m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-20 16:37:32,567:	[1;35m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-20 16:37:34,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.623549 seconds ...[0m
2023-09-20 16:37:34,254:	[1;35m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 5.18827[0m
2023-09-20 16:37:34,255:	[1;35m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-20 16:37:34,255:	[1;35m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-20 16:37:35,870:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.614775 seconds ...[0m
2023-09-20 16:37:35,929:	[1;35m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 5.16524[0m
2023-09-20 16:37:35,929:	[1;35m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-20 16:37:35,929:	[1;35m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-20 16:37:37,540:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.610616 seconds ...[0m
2023-09-20 16:37:38,745:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.146376 seconds ...[0m
2023-09-20 16:37:38,746:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1759*** [0m
2023-09-20 16:37:38,760:	[1;35m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 5.18063[0m
2023-09-20 16:37:38,760:	[1;35m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0700 || HITRATE@5 Avg: 0.2159 || HITRATE@10 Avg: 0.3149 || NDCG@5 Avg: 0.1440 || NDCG@10 Avg: 0.1759[0m
2023-09-20 16:37:38,760:	[1;35m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-20 16:37:40,381:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.620113 seconds ...[0m
2023-09-20 16:37:40,439:	[1;35m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 5.20476[0m
2023-09-20 16:37:40,439:	[1;35m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-20 16:37:40,439:	[1;35m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-20 16:37:42,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.597874 seconds ...[0m
2023-09-20 16:37:42,101:	[1;35m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 5.18161[0m
2023-09-20 16:37:42,101:	[1;35m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-20 16:37:42,101:	[1;35m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-20 16:37:43,759:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.658467 seconds ...[0m
2023-09-20 16:37:43,823:	[1;35m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 5.16959[0m
2023-09-20 16:37:43,823:	[1;35m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-20 16:37:43,823:	[1;35m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-20 16:37:45,474:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.650691 seconds ...[0m
2023-09-20 16:37:45,534:	[1;35m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 5.17460[0m
2023-09-20 16:37:45,534:	[1;35m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-20 16:37:45,534:	[1;35m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-20 16:37:47,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.641136 seconds ...[0m
2023-09-20 16:37:48,428:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.192639 seconds ...[0m
2023-09-20 16:37:48,429:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1766*** [0m
2023-09-20 16:37:48,444:	[1;35m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 5.17678[0m
2023-09-20 16:37:48,444:	[1;35m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0704 || HITRATE@5 Avg: 0.2151 || HITRATE@10 Avg: 0.3157 || NDCG@5 Avg: 0.1440 || NDCG@10 Avg: 0.1766[0m
2023-09-20 16:37:48,444:	[1;35m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-20 16:37:50,064:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619490 seconds ...[0m
2023-09-20 16:37:50,122:	[1;35m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 5.16329[0m
2023-09-20 16:37:50,122:	[1;35m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-20 16:37:50,122:	[1;35m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-20 16:37:51,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.624252 seconds ...[0m
2023-09-20 16:37:51,802:	[1;35m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 5.16406[0m
2023-09-20 16:37:51,802:	[1;35m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-20 16:37:51,802:	[1;35m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-20 16:37:53,419:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.616661 seconds ...[0m
2023-09-20 16:37:53,482:	[1;35m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 5.17191[0m
2023-09-20 16:37:53,482:	[1;35m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-20 16:37:53,482:	[1;35m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-20 16:37:55,089:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.607074 seconds ...[0m
2023-09-20 16:37:55,146:	[1;35m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 5.18335[0m
2023-09-20 16:37:55,146:	[1;35m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-20 16:37:55,146:	[1;35m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-20 16:37:56,782:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.635493 seconds ...[0m
2023-09-20 16:37:57,998:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.155723 seconds ...[0m
2023-09-20 16:37:57,999:	[1;35m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 5.18168[0m
2023-09-20 16:37:57,999:	[1;35m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0730 || HITRATE@5 Avg: 0.2146 || HITRATE@10 Avg: 0.3141 || NDCG@5 Avg: 0.1443 || NDCG@10 Avg: 0.1763[0m
2023-09-20 16:37:57,999:	[1;35m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-20 16:37:59,610:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.610641 seconds ...[0m
2023-09-20 16:37:59,668:	[1;35m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 5.19018[0m
2023-09-20 16:37:59,668:	[1;35m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-20 16:37:59,668:	[1;35m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-20 16:38:01,247:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.578235 seconds ...[0m
2023-09-20 16:38:01,307:	[1;35m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 5.17686[0m
2023-09-20 16:38:01,307:	[1;35m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-20 16:38:01,307:	[1;35m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-20 16:38:02,931:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.623743 seconds ...[0m
2023-09-20 16:38:02,988:	[1;35m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 5.17298[0m
2023-09-20 16:38:02,988:	[1;35m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-20 16:38:02,988:	[1;35m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-20 16:38:04,555:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.566710 seconds ...[0m
2023-09-20 16:38:04,613:	[1;35m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 5.18464[0m
2023-09-20 16:38:04,614:	[1;35m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-20 16:38:04,614:	[1;35m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-20 16:38:06,214:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.600397 seconds ...[0m
2023-09-20 16:38:07,516:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.237560 seconds ...[0m
2023-09-20 16:38:07,516:	[1;35m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 5.16284[0m
2023-09-20 16:38:07,516:	[1;35m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0672 || HITRATE@5 Avg: 0.2147 || HITRATE@10 Avg: 0.3172 || NDCG@5 Avg: 0.1422 || NDCG@10 Avg: 0.1754[0m
2023-09-20 16:38:07,516:	[1;35m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-20 16:38:09,116:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.599858 seconds ...[0m
2023-09-20 16:38:09,170:	[1;35m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 5.17710[0m
2023-09-20 16:38:09,170:	[1;35m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-20 16:38:09,170:	[1;35m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-20 16:38:10,771:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.600909 seconds ...[0m
2023-09-20 16:38:10,835:	[1;35m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 5.15317[0m
2023-09-20 16:38:10,835:	[1;35m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-20 16:38:10,835:	[1;35m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-20 16:38:12,444:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.608212 seconds ...[0m
2023-09-20 16:38:12,507:	[1;35m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 5.14686[0m
2023-09-20 16:38:12,507:	[1;35m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-20 16:38:12,507:	[1;35m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-20 16:38:14,118:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.611393 seconds ...[0m
2023-09-20 16:38:14,179:	[1;35m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 5.18809[0m
2023-09-20 16:38:14,179:	[1;35m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-20 16:38:14,179:	[1;35m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-20 16:38:15,822:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.642911 seconds ...[0m
2023-09-20 16:38:17,003:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.122052 seconds ...[0m
2023-09-20 16:38:17,004:	[1;35m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 5.16755[0m
2023-09-20 16:38:17,004:	[1;35m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0700 || HITRATE@5 Avg: 0.2131 || HITRATE@10 Avg: 0.3166 || NDCG@5 Avg: 0.1429 || NDCG@10 Avg: 0.1763[0m
2023-09-20 16:38:17,004:	[1;35m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-20 16:38:18,595:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.590719 seconds ...[0m
2023-09-20 16:38:18,653:	[1;35m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 5.17271[0m
2023-09-20 16:38:18,653:	[1;35m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-20 16:38:18,653:	[1;35m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-20 16:38:20,327:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.673731 seconds ...[0m
2023-09-20 16:38:20,403:	[1;35m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 5.17513[0m
2023-09-20 16:38:20,403:	[1;35m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-20 16:38:20,403:	[1;35m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-20 16:38:22,245:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841441 seconds ...[0m
2023-09-20 16:38:22,325:	[1;35m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 5.15911[0m
2023-09-20 16:38:22,326:	[1;35m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-20 16:38:22,326:	[1;35m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-20 16:38:24,183:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.856827 seconds ...[0m
2023-09-20 16:38:24,263:	[1;35m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 5.17190[0m
2023-09-20 16:38:24,263:	[1;35m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-20 16:38:24,263:	[1;35m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-20 16:38:26,129:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.865995 seconds ...[0m
2023-09-20 16:38:28,370:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.161533 seconds ...[0m
2023-09-20 16:38:28,371:	[1;35m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 5.18278[0m
2023-09-20 16:38:28,371:	[1;35m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0675 || HITRATE@5 Avg: 0.2104 || HITRATE@10 Avg: 0.3103 || NDCG@5 Avg: 0.1400 || NDCG@10 Avg: 0.1722[0m
2023-09-20 16:38:28,371:	[1;35m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-20 16:38:30,256:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.884305 seconds ...[0m
2023-09-20 16:38:30,338:	[1;35m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 5.14590[0m
2023-09-20 16:38:30,338:	[1;35m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-20 16:38:30,338:	[1;35m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-20 16:38:32,185:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.846284 seconds ...[0m
2023-09-20 16:38:32,264:	[1;35m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 5.13961[0m
2023-09-20 16:38:32,264:	[1;35m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-20 16:38:32,264:	[1;35m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-20 16:38:34,113:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.848361 seconds ...[0m
2023-09-20 16:38:34,194:	[1;35m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 5.18006[0m
2023-09-20 16:38:34,195:	[1;35m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-20 16:38:34,195:	[1;35m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-20 16:38:36,033:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.838306 seconds ...[0m
2023-09-20 16:38:36,113:	[1;35m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 5.18670[0m
2023-09-20 16:38:36,113:	[1;35m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-20 16:38:36,114:	[1;35m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-20 16:38:37,954:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.840629 seconds ...[0m
2023-09-20 16:38:40,097:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.061379 seconds ...[0m
2023-09-20 16:38:40,098:	[1;35m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 5.15232[0m
2023-09-20 16:38:40,098:	[1;35m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0677 || HITRATE@5 Avg: 0.2093 || HITRATE@10 Avg: 0.3151 || NDCG@5 Avg: 0.1397 || NDCG@10 Avg: 0.1737[0m
2023-09-20 16:38:40,098:	[1;35m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-20 16:38:41,958:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.859564 seconds ...[0m
2023-09-20 16:38:42,038:	[1;35m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 5.16004[0m
2023-09-20 16:38:42,039:	[1;35m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-20 16:38:42,039:	[1;35m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-20 16:38:43,935:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.896351 seconds ...[0m
2023-09-20 16:38:44,026:	[1;35m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 5.17189[0m
2023-09-20 16:38:44,026:	[1;35m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-20 16:38:44,027:	[1;35m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-20 16:38:45,909:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.882342 seconds ...[0m
2023-09-20 16:38:45,991:	[1;35m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 5.14211[0m
2023-09-20 16:38:45,992:	[1;35m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-20 16:38:45,992:	[1;35m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-20 16:38:47,845:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.853563 seconds ...[0m
2023-09-20 16:38:47,926:	[1;35m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 5.16495[0m
2023-09-20 16:38:47,926:	[1;35m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-20 16:38:47,926:	[1;35m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-20 16:38:49,791:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.864125 seconds ...[0m
2023-09-20 16:38:51,988:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.116882 seconds ...[0m
2023-09-20 16:38:51,989:	[1;35m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 5.16411[0m
2023-09-20 16:38:51,989:	[1;35m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0671 || HITRATE@5 Avg: 0.2111 || HITRATE@10 Avg: 0.3159 || NDCG@5 Avg: 0.1404 || NDCG@10 Avg: 0.1741[0m
2023-09-20 16:38:51,989:	[1;35m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-20 16:38:53,862:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.873093 seconds ...[0m
2023-09-20 16:38:53,943:	[1;35m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 5.16927[0m
2023-09-20 16:38:53,943:	[1;35m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-20 16:38:53,943:	[1;35m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-20 16:38:55,785:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.841667 seconds ...[0m
2023-09-20 16:38:55,863:	[1;35m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 5.15233[0m
2023-09-20 16:38:55,864:	[1;35m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-20 16:38:55,864:	[1;35m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-20 16:38:57,732:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.868028 seconds ...[0m
2023-09-20 16:38:57,816:	[1;35m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 5.17917[0m
2023-09-20 16:38:57,816:	[1;35m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-20 16:38:57,816:	[1;35m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-20 16:38:59,632:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.816005 seconds ...[0m
2023-09-20 16:38:59,688:	[1;35m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 5.17112[0m
2023-09-20 16:38:59,688:	[1;35m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-20 16:38:59,688:	[1;35m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-20 16:39:01,190:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.501959 seconds ...[0m
2023-09-20 16:39:02,472:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.225140 seconds ...[0m
2023-09-20 16:39:02,473:	[1;35m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 5.15582[0m
2023-09-20 16:39:02,473:	[1;35m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0685 || HITRATE@5 Avg: 0.2108 || HITRATE@10 Avg: 0.3121 || NDCG@5 Avg: 0.1405 || NDCG@10 Avg: 0.1733[0m
2023-09-20 16:39:02,473:	[1;35m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-20 16:39:04,069:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.595542 seconds ...[0m
2023-09-20 16:39:04,129:	[1;35m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 5.15505[0m
2023-09-20 16:39:04,129:	[1;35m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-20 16:39:04,129:	[1;35m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-20 16:39:05,729:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.599329 seconds ...[0m
2023-09-20 16:39:05,783:	[1;35m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 5.15687[0m
2023-09-20 16:39:05,783:	[1;35m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-20 16:39:05,783:	[1;35m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-20 16:39:07,375:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.591163 seconds ...[0m
2023-09-20 16:39:07,429:	[1;35m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 5.17413[0m
2023-09-20 16:39:07,429:	[1;35m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-20 16:39:07,430:	[1;35m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-20 16:39:09,050:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.619951 seconds ...[0m
2023-09-20 16:39:09,113:	[1;35m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 5.14700[0m
2023-09-20 16:39:09,113:	[1;35m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-20 16:39:09,113:	[1;35m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-20 16:39:10,760:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.646788 seconds ...[0m
2023-09-20 16:39:11,962:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.138293 seconds ...[0m
2023-09-20 16:39:11,962:	[1;35m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 5.17335[0m
2023-09-20 16:39:11,962:	[1;35m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0689 || HITRATE@5 Avg: 0.2132 || HITRATE@10 Avg: 0.3141 || NDCG@5 Avg: 0.1417 || NDCG@10 Avg: 0.1743[0m
2023-09-20 16:39:11,963:	[1;35m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-20 16:39:13,557:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.594292 seconds ...[0m
2023-09-20 16:39:13,607:	[1;35m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 5.16646[0m
2023-09-20 16:39:13,607:	[1;35m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-20 16:39:13,607:	[1;35m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-20 16:39:15,225:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.618151 seconds ...[0m
2023-09-20 16:39:15,289:	[1;35m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 5.16743[0m
2023-09-20 16:39:15,289:	[1;35m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-20 16:39:15,289:	[1;35m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-20 16:39:16,937:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.648310 seconds ...[0m
2023-09-20 16:39:17,002:	[1;35m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 5.16598[0m
2023-09-20 16:39:17,002:	[1;35m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-20 16:39:17,002:	[1;35m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-20 16:39:18,644:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.641592 seconds ...[0m
2023-09-20 16:39:18,706:	[1;35m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 5.15908[0m
2023-09-20 16:39:18,706:	[1;35m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-20 16:39:18,706:	[1;35m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-20 16:39:20,317:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.611171 seconds ...[0m
2023-09-20 16:39:21,781:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.404182 seconds ...[0m
2023-09-20 16:39:21,781:	[1;35m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 5.16136[0m
2023-09-20 16:39:21,782:	[1;35m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0699 || HITRATE@5 Avg: 0.2144 || HITRATE@10 Avg: 0.3162 || NDCG@5 Avg: 0.1431 || NDCG@10 Avg: 0.1758[0m
2023-09-20 16:39:21,782:	[1;35m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-20 16:39:23,626:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.844358 seconds ...[0m
2023-09-20 16:39:23,706:	[1;35m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 5.14662[0m
2023-09-20 16:39:23,706:	[1;35m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-20 16:39:23,706:	[1;35m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-20 16:39:25,558:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852029 seconds ...[0m
2023-09-20 16:39:25,638:	[1;35m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 5.14828[0m
2023-09-20 16:39:25,638:	[1;35m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-20 16:39:25,639:	[1;35m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-20 16:39:27,491:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.852448 seconds ...[0m
2023-09-20 16:39:27,573:	[1;35m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 5.15758[0m
2023-09-20 16:39:27,574:	[1;35m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-20 16:39:27,574:	[1;35m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-20 16:39:29,432:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.857950 seconds ...[0m
2023-09-20 16:39:29,510:	[1;35m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 5.13663[0m
2023-09-20 16:39:29,510:	[1;35m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-20 16:39:29,511:	[1;35m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-20 16:39:31,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 1.892733 seconds ...[0m
2023-09-20 16:39:33,649:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.225452 seconds ...[0m
2023-09-20 16:39:35,697:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 2.047375 seconds ...[0m
2023-09-20 16:39:35,697:	[1;35m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 5.15865[0m
2023-09-20 16:39:35,698:	[1;35m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0715 || HITRATE@5 Avg: 0.2134 || HITRATE@10 Avg: 0.3123 || NDCG@5 Avg: 0.1434 || NDCG@10 Avg: 0.1753[0m
2023-09-20 16:39:35,698:	[1;35m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0738 || HITRATE@5 Avg: 0.2088 || HITRATE@10 Avg: 0.3041 || NDCG@5 Avg: 0.1420 || NDCG@10 Avg: 0.1729[0m
2023-09-20 16:39:38,053:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  5.136633     498
1   valid   HITRATE@1  0.073013     455
2   valid   HITRATE@5  0.215894     445
3   valid  HITRATE@10  0.317550     425
4   valid      NDCG@5  0.144342     455
5   valid     NDCG@10  0.176600     450
6    test   HITRATE@1  0.073841       0
7    test   HITRATE@5  0.208775       0
8    test  HITRATE@10  0.304139       0
9    test      NDCG@5  0.141977       0
10   test     NDCG@10  0.172910       0[0m
2023-09-20 16:39:38,054:	[1;35m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/1-0920162119[0m
2023-09-20 16:39:38,210:	[1;35m[Wall TIME] >>> Coach.summary takes 2.512302 seconds ...[0m
2023-09-20 16:39:38,210:	[1;35m[Coach] >>> Load best model @Epoch 450  [0m
2023-09-20 16:39:40,337:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.112740 seconds ...[0m
2023-09-20 16:39:42,385:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 2.047601 seconds ...[0m
2023-09-20 16:39:42,385:	[1;35m[Coach] >>> TRAIN @Epoch: 450  >>> [0m
2023-09-20 16:39:42,386:	[1;35m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0704 || HITRATE@5 Avg: 0.2151 || HITRATE@10 Avg: 0.3157 || NDCG@5 Avg: 0.1440 || NDCG@10 Avg: 0.1766[0m
2023-09-20 16:39:42,386:	[1;35m[Coach] >>> TEST  @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0753 || HITRATE@5 Avg: 0.2123 || HITRATE@10 Avg: 0.3096 || NDCG@5 Avg: 0.1442 || NDCG@10 Avg: 0.1755[0m
2023-09-20 16:39:42,399:	[1;35m[Wall TIME] >>> Coach.fit takes 1096.607224 seconds ...[0m
