2023-09-17 08:45:35,837:	========================================================================
2023-09-17 08:45:35,837:	========================================================================
2023-09-17 08:45:35,838:	========================================================================
2023-09-17 08:45:35,838:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 08:45:35,838:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-17 08:45:35,838:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 4] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917084532] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.4] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Beauty-5/AmazonBeauty_550_Chron/3] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/3-0917084532] 
[0m
2023-09-17 08:45:35,838:	[1;33m[Wall TIME] >>> Parser.compile takes 0.004713 seconds ...[0m
2023-09-17 08:45:35,849:	[1;33m[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.Sparse,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 08:45:36,057:	[1;33m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 08:45:36,057:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.218385 seconds ...[0m
2023-09-17 08:45:36,294:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.087071 seconds ...[0m
2023-09-17 08:45:36,467:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.172099 seconds ...[0m
2023-09-17 08:45:36,574:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.106623 seconds ...[0m
2023-09-17 08:45:40,146:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 08:45:40,147:	[1;33m[Wall TIME] >>> Coach.compile takes 0.000658 seconds ...[0m
2023-09-17 08:45:42,325:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.154678 seconds ...[0m
2023-09-17 08:45:42,326:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0002*** [0m
2023-09-17 08:45:42,334:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 08:45:42,335:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0004 || HITRATE@10 Avg: 0.0006 || NDCG@5 Avg: 0.0002 || NDCG@10 Avg: 0.0002[0m
2023-09-17 08:45:42,335:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 08:45:46,027:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.692499 seconds ...[0m
2023-09-17 08:45:46,083:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.55657[0m
2023-09-17 08:45:46,084:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 08:45:46,084:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 08:45:49,773:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.689354 seconds ...[0m
2023-09-17 08:45:49,818:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.46653[0m
2023-09-17 08:45:49,818:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 08:45:49,818:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 08:45:53,371:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.552462 seconds ...[0m
2023-09-17 08:45:53,413:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.42076[0m
2023-09-17 08:45:53,413:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 08:45:53,413:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 08:45:56,971:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.557978 seconds ...[0m
2023-09-17 08:45:57,013:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.38257[0m
2023-09-17 08:45:57,013:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 08:45:57,013:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 08:46:00,588:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.574706 seconds ...[0m
2023-09-17 08:46:02,579:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.944476 seconds ...[0m
2023-09-17 08:46:02,580:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0134*** [0m
2023-09-17 08:46:02,591:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.35648[0m
2023-09-17 08:46:02,591:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0039 || HITRATE@5 Avg: 0.0153 || HITRATE@10 Avg: 0.0270 || NDCG@5 Avg: 0.0096 || NDCG@10 Avg: 0.0134[0m
2023-09-17 08:46:02,591:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 08:46:06,231:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.639256 seconds ...[0m
2023-09-17 08:46:06,271:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.33265[0m
2023-09-17 08:46:06,271:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 08:46:06,271:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 08:46:09,823:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.552280 seconds ...[0m
2023-09-17 08:46:09,881:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.31489[0m
2023-09-17 08:46:09,881:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 08:46:09,882:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 08:46:13,569:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.686767 seconds ...[0m
2023-09-17 08:46:13,611:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.29596[0m
2023-09-17 08:46:13,611:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 08:46:13,611:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 08:46:17,430:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.818542 seconds ...[0m
2023-09-17 08:46:17,478:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.28104[0m
2023-09-17 08:46:17,479:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 08:46:17,479:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 08:46:20,999:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.520365 seconds ...[0m
2023-09-17 08:46:22,984:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.945094 seconds ...[0m
2023-09-17 08:46:22,985:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0185*** [0m
2023-09-17 08:46:22,994:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.27047[0m
2023-09-17 08:46:22,994:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0388 || NDCG@5 Avg: 0.0129 || NDCG@10 Avg: 0.0185[0m
2023-09-17 08:46:22,994:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 08:46:26,472:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.477684 seconds ...[0m
2023-09-17 08:46:26,510:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.25904[0m
2023-09-17 08:46:26,510:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 08:46:26,510:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 08:46:30,008:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.497369 seconds ...[0m
2023-09-17 08:46:30,047:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.25012[0m
2023-09-17 08:46:30,047:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 08:46:30,048:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 08:46:33,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.433605 seconds ...[0m
2023-09-17 08:46:33,520:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.24450[0m
2023-09-17 08:46:33,520:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 08:46:33,520:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 08:46:37,209:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.688663 seconds ...[0m
2023-09-17 08:46:37,259:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.23399[0m
2023-09-17 08:46:37,261:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 08:46:37,262:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 08:46:40,916:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.653666 seconds ...[0m
2023-09-17 08:46:42,957:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.001822 seconds ...[0m
2023-09-17 08:46:42,957:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0194*** [0m
2023-09-17 08:46:42,967:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.23120[0m
2023-09-17 08:46:42,967:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0400 || NDCG@5 Avg: 0.0140 || NDCG@10 Avg: 0.0194[0m
2023-09-17 08:46:42,967:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 08:46:46,459:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.491843 seconds ...[0m
2023-09-17 08:46:46,499:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.22469[0m
2023-09-17 08:46:46,500:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 08:46:46,500:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 08:46:50,327:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.826644 seconds ...[0m
2023-09-17 08:46:50,364:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.21759[0m
2023-09-17 08:46:50,364:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 08:46:50,364:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 08:46:53,921:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.557070 seconds ...[0m
2023-09-17 08:46:53,960:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21401[0m
2023-09-17 08:46:53,960:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 08:46:53,960:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 08:46:57,571:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.610715 seconds ...[0m
2023-09-17 08:46:57,610:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.20665[0m
2023-09-17 08:46:57,611:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 08:46:57,611:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 08:47:01,306:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.695073 seconds ...[0m
2023-09-17 08:47:03,516:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.170019 seconds ...[0m
2023-09-17 08:47:03,516:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0214*** [0m
2023-09-17 08:47:03,528:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20206[0m
2023-09-17 08:47:03,528:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0253 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0214[0m
2023-09-17 08:47:03,528:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 08:47:07,033:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.504985 seconds ...[0m
2023-09-17 08:47:07,090:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20102[0m
2023-09-17 08:47:07,091:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 08:47:07,091:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 08:47:10,572:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.480628 seconds ...[0m
2023-09-17 08:47:10,613:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19591[0m
2023-09-17 08:47:10,614:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 08:47:10,614:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 08:47:14,171:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.556870 seconds ...[0m
2023-09-17 08:47:14,206:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19141[0m
2023-09-17 08:47:14,207:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 08:47:14,207:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 08:47:17,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.725039 seconds ...[0m
2023-09-17 08:47:17,976:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.18988[0m
2023-09-17 08:47:17,976:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 08:47:17,976:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 08:47:21,425:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.448384 seconds ...[0m
2023-09-17 08:47:23,451:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.982750 seconds ...[0m
2023-09-17 08:47:23,452:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0225*** [0m
2023-09-17 08:47:23,463:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.18710[0m
2023-09-17 08:47:23,463:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0258 || HITRATE@10 Avg: 0.0452 || NDCG@5 Avg: 0.0162 || NDCG@10 Avg: 0.0225[0m
2023-09-17 08:47:23,463:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 08:47:26,958:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.494368 seconds ...[0m
2023-09-17 08:47:26,996:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18247[0m
2023-09-17 08:47:26,996:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 08:47:26,997:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 08:47:30,343:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.345804 seconds ...[0m
2023-09-17 08:47:30,385:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18039[0m
2023-09-17 08:47:30,385:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 08:47:30,385:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 08:47:33,918:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.533110 seconds ...[0m
2023-09-17 08:47:33,954:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.17793[0m
2023-09-17 08:47:33,954:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 08:47:33,955:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 08:47:37,451:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.496459 seconds ...[0m
2023-09-17 08:47:37,496:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17370[0m
2023-09-17 08:47:37,496:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 08:47:37,496:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 08:47:41,031:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.534714 seconds ...[0m
2023-09-17 08:47:43,021:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.951025 seconds ...[0m
2023-09-17 08:47:43,021:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0241*** [0m
2023-09-17 08:47:43,031:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17280[0m
2023-09-17 08:47:43,031:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0291 || HITRATE@10 Avg: 0.0479 || NDCG@5 Avg: 0.0181 || NDCG@10 Avg: 0.0241[0m
2023-09-17 08:47:43,031:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 08:47:46,610:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.578629 seconds ...[0m
2023-09-17 08:47:46,671:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.17043[0m
2023-09-17 08:47:46,671:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 08:47:46,671:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 08:47:50,714:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.042948 seconds ...[0m
2023-09-17 08:47:50,766:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16700[0m
2023-09-17 08:47:50,767:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 08:47:50,767:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 08:47:54,136:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.369282 seconds ...[0m
2023-09-17 08:47:54,173:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16669[0m
2023-09-17 08:47:54,173:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 08:47:54,173:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 08:47:57,692:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.518475 seconds ...[0m
2023-09-17 08:47:57,730:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16216[0m
2023-09-17 08:47:57,731:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 08:47:57,731:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 08:48:01,235:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.503868 seconds ...[0m
2023-09-17 08:48:03,525:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.250505 seconds ...[0m
2023-09-17 08:48:03,525:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16123[0m
2023-09-17 08:48:03,525:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0055 || HITRATE@5 Avg: 0.0255 || HITRATE@10 Avg: 0.0450 || NDCG@5 Avg: 0.0155 || NDCG@10 Avg: 0.0218[0m
2023-09-17 08:48:03,525:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 08:48:07,403:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.877865 seconds ...[0m
2023-09-17 08:48:07,444:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.15800[0m
2023-09-17 08:48:07,445:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 08:48:07,445:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 08:48:11,168:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.722946 seconds ...[0m
2023-09-17 08:48:11,204:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.15920[0m
2023-09-17 08:48:11,204:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 08:48:11,204:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 08:48:14,910:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.705333 seconds ...[0m
2023-09-17 08:48:14,953:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15695[0m
2023-09-17 08:48:14,953:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 08:48:14,953:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 08:48:18,575:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.621711 seconds ...[0m
2023-09-17 08:48:18,622:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15460[0m
2023-09-17 08:48:18,622:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 08:48:18,622:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 08:48:22,289:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.667042 seconds ...[0m
2023-09-17 08:48:24,372:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.038414 seconds ...[0m
2023-09-17 08:48:24,373:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15401[0m
2023-09-17 08:48:24,373:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0288 || HITRATE@10 Avg: 0.0479 || NDCG@5 Avg: 0.0175 || NDCG@10 Avg: 0.0236[0m
2023-09-17 08:48:24,373:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 08:48:27,824:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.450877 seconds ...[0m
2023-09-17 08:48:27,862:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15310[0m
2023-09-17 08:48:27,862:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 08:48:27,862:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 08:48:31,617:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.754914 seconds ...[0m
2023-09-17 08:48:31,662:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.15233[0m
2023-09-17 08:48:31,662:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 08:48:31,662:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 08:48:35,189:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.527151 seconds ...[0m
2023-09-17 08:48:35,226:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.14830[0m
2023-09-17 08:48:35,227:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 08:48:35,227:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 08:48:38,668:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.441207 seconds ...[0m
2023-09-17 08:48:38,709:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14875[0m
2023-09-17 08:48:38,710:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 08:48:38,710:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 08:48:42,266:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.555775 seconds ...[0m
2023-09-17 08:48:44,442:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.130476 seconds ...[0m
2023-09-17 08:48:44,443:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0247*** [0m
2023-09-17 08:48:44,452:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14655[0m
2023-09-17 08:48:44,453:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0511 || NDCG@5 Avg: 0.0178 || NDCG@10 Avg: 0.0247[0m
2023-09-17 08:48:44,453:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 08:48:48,551:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.098158 seconds ...[0m
2023-09-17 08:48:48,592:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14586[0m
2023-09-17 08:48:48,593:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 08:48:48,593:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 08:48:52,296:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.702694 seconds ...[0m
2023-09-17 08:48:52,336:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.14594[0m
2023-09-17 08:48:52,336:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 08:48:52,336:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 08:48:55,813:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.477314 seconds ...[0m
2023-09-17 08:48:55,858:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.14487[0m
2023-09-17 08:48:55,858:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 08:48:55,859:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 08:48:59,468:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.608113 seconds ...[0m
2023-09-17 08:48:59,520:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.14275[0m
2023-09-17 08:48:59,520:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 08:48:59,520:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 08:49:03,331:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.810196 seconds ...[0m
2023-09-17 08:49:05,358:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.973935 seconds ...[0m
2023-09-17 08:49:05,358:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0248*** [0m
2023-09-17 08:49:05,369:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.14070[0m
2023-09-17 08:49:05,369:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0289 || HITRATE@10 Avg: 0.0503 || NDCG@5 Avg: 0.0180 || NDCG@10 Avg: 0.0248[0m
2023-09-17 08:49:05,370:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 08:49:08,857:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.487679 seconds ...[0m
2023-09-17 08:49:08,897:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.14010[0m
2023-09-17 08:49:08,897:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 08:49:08,897:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 08:49:12,345:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.447995 seconds ...[0m
2023-09-17 08:49:12,387:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.14090[0m
2023-09-17 08:49:12,387:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 08:49:12,387:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 08:49:15,926:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.539343 seconds ...[0m
2023-09-17 08:49:15,963:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13851[0m
2023-09-17 08:49:15,963:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 08:49:15,963:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 08:49:19,440:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.476959 seconds ...[0m
2023-09-17 08:49:19,479:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13867[0m
2023-09-17 08:49:19,479:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 08:49:19,479:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 08:49:22,984:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.504870 seconds ...[0m
2023-09-17 08:49:25,268:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.240384 seconds ...[0m
2023-09-17 08:49:25,269:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13636[0m
2023-09-17 08:49:25,269:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0234[0m
2023-09-17 08:49:25,269:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 08:49:28,873:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.603672 seconds ...[0m
2023-09-17 08:49:28,914:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.13460[0m
2023-09-17 08:49:28,914:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 08:49:28,914:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 08:49:32,535:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.620559 seconds ...[0m
2023-09-17 08:49:32,582:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.13455[0m
2023-09-17 08:49:32,582:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 08:49:32,582:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 08:49:36,482:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.899557 seconds ...[0m
2023-09-17 08:49:36,524:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.13491[0m
2023-09-17 08:49:36,524:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 08:49:36,525:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 08:49:40,271:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.745908 seconds ...[0m
2023-09-17 08:49:40,311:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.13192[0m
2023-09-17 08:49:40,311:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 08:49:40,311:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 08:49:44,078:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.766531 seconds ...[0m
2023-09-17 08:49:46,241:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.125845 seconds ...[0m
2023-09-17 08:49:46,242:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0274*** [0m
2023-09-17 08:49:46,251:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.13087[0m
2023-09-17 08:49:46,251:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0274[0m
2023-09-17 08:49:46,251:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 08:49:49,966:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.714747 seconds ...[0m
2023-09-17 08:49:50,008:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.13126[0m
2023-09-17 08:49:50,008:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 08:49:50,008:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 08:49:53,715:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.706930 seconds ...[0m
2023-09-17 08:49:53,761:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.12935[0m
2023-09-17 08:49:53,761:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 08:49:53,761:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 08:49:57,403:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.641709 seconds ...[0m
2023-09-17 08:49:57,455:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.13136[0m
2023-09-17 08:49:57,455:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 08:49:57,455:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 08:50:01,178:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.722552 seconds ...[0m
2023-09-17 08:50:01,220:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.12899[0m
2023-09-17 08:50:01,220:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 08:50:01,220:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 08:50:05,002:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.782286 seconds ...[0m
2023-09-17 08:50:07,093:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.051165 seconds ...[0m
2023-09-17 08:50:07,093:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12862[0m
2023-09-17 08:50:07,093:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0273[0m
2023-09-17 08:50:07,094:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 08:50:10,682:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.588591 seconds ...[0m
2023-09-17 08:50:10,726:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12797[0m
2023-09-17 08:50:10,726:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 08:50:10,726:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 08:50:13,947:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.220238 seconds ...[0m
2023-09-17 08:50:13,983:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.12462[0m
2023-09-17 08:50:13,983:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 08:50:13,983:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 08:50:17,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.868226 seconds ...[0m
2023-09-17 08:50:17,890:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.12712[0m
2023-09-17 08:50:17,890:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 08:50:17,890:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 08:50:21,519:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.628235 seconds ...[0m
2023-09-17 08:50:21,567:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12417[0m
2023-09-17 08:50:21,567:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 08:50:21,567:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 08:50:24,929:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.361758 seconds ...[0m
2023-09-17 08:50:26,982:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.013572 seconds ...[0m
2023-09-17 08:50:26,982:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.12577[0m
2023-09-17 08:50:26,983:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0320 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0195 || NDCG@10 Avg: 0.0265[0m
2023-09-17 08:50:26,983:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 08:50:30,581:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.597920 seconds ...[0m
2023-09-17 08:50:30,624:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.12448[0m
2023-09-17 08:50:30,624:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 08:50:30,624:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 08:50:34,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.536247 seconds ...[0m
2023-09-17 08:50:34,197:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.12449[0m
2023-09-17 08:50:34,197:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 08:50:34,197:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 08:50:37,804:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.607017 seconds ...[0m
2023-09-17 08:50:37,851:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.12221[0m
2023-09-17 08:50:37,851:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 08:50:37,851:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 08:50:41,831:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.979115 seconds ...[0m
2023-09-17 08:50:41,871:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.12388[0m
2023-09-17 08:50:41,871:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 08:50:41,871:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 08:50:45,582:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.711012 seconds ...[0m
2023-09-17 08:50:47,667:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.047468 seconds ...[0m
2023-09-17 08:50:47,667:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.12288[0m
2023-09-17 08:50:47,667:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0269[0m
2023-09-17 08:50:47,667:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 08:50:51,006:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.338827 seconds ...[0m
2023-09-17 08:50:51,048:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.12281[0m
2023-09-17 08:50:51,048:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 08:50:51,048:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 08:50:54,445:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.397182 seconds ...[0m
2023-09-17 08:50:54,499:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.12034[0m
2023-09-17 08:50:54,500:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 08:50:54,500:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 08:50:58,187:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.687376 seconds ...[0m
2023-09-17 08:50:58,228:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.12068[0m
2023-09-17 08:50:58,228:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 08:50:58,228:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 08:51:01,718:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.490264 seconds ...[0m
2023-09-17 08:51:01,756:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.12195[0m
2023-09-17 08:51:01,757:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 08:51:01,757:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 08:51:05,160:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.403110 seconds ...[0m
2023-09-17 08:51:07,207:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.007101 seconds ...[0m
2023-09-17 08:51:07,208:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0291*** [0m
2023-09-17 08:51:07,219:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.11933[0m
2023-09-17 08:51:07,219:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0583 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0291[0m
2023-09-17 08:51:07,219:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 08:51:10,761:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.541636 seconds ...[0m
2023-09-17 08:51:10,801:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.11926[0m
2023-09-17 08:51:10,801:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 08:51:10,801:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 08:51:14,154:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.352456 seconds ...[0m
2023-09-17 08:51:14,200:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.12216[0m
2023-09-17 08:51:14,200:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 08:51:14,200:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 08:51:17,882:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.681187 seconds ...[0m
2023-09-17 08:51:17,929:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11943[0m
2023-09-17 08:51:17,929:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 08:51:17,929:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 08:51:21,298:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.368536 seconds ...[0m
2023-09-17 08:51:21,338:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11905[0m
2023-09-17 08:51:21,338:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 08:51:21,338:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 08:51:24,684:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.345704 seconds ...[0m
2023-09-17 08:51:26,632:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.911864 seconds ...[0m
2023-09-17 08:51:26,632:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.11685[0m
2023-09-17 08:51:26,632:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0582 || NDCG@5 Avg: 0.0215 || NDCG@10 Avg: 0.0291[0m
2023-09-17 08:51:26,632:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 08:51:30,423:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.789972 seconds ...[0m
2023-09-17 08:51:30,462:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11682[0m
2023-09-17 08:51:30,462:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 08:51:30,462:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 08:51:33,959:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.496920 seconds ...[0m
2023-09-17 08:51:34,007:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.11687[0m
2023-09-17 08:51:34,007:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 08:51:34,007:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 08:51:37,788:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.780766 seconds ...[0m
2023-09-17 08:51:37,828:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.11561[0m
2023-09-17 08:51:37,828:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 08:51:37,828:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 08:51:41,449:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.620502 seconds ...[0m
2023-09-17 08:51:41,499:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.11567[0m
2023-09-17 08:51:41,499:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 08:51:41,499:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 08:51:45,157:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.657470 seconds ...[0m
2023-09-17 08:51:47,127:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.929947 seconds ...[0m
2023-09-17 08:51:47,127:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.11561[0m
2023-09-17 08:51:47,127:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0340 || HITRATE@10 Avg: 0.0556 || NDCG@5 Avg: 0.0215 || NDCG@10 Avg: 0.0285[0m
2023-09-17 08:51:47,127:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 08:51:50,866:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.739021 seconds ...[0m
2023-09-17 08:51:50,907:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.11565[0m
2023-09-17 08:51:50,907:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 08:51:50,907:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 08:51:54,389:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.481714 seconds ...[0m
2023-09-17 08:51:54,430:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.11255[0m
2023-09-17 08:51:54,430:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 08:51:54,430:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 08:51:57,893:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.462133 seconds ...[0m
2023-09-17 08:51:57,940:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.11391[0m
2023-09-17 08:51:57,941:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 08:51:57,941:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 08:52:01,341:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.400623 seconds ...[0m
2023-09-17 08:52:01,399:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.11442[0m
2023-09-17 08:52:01,400:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 08:52:01,400:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 08:52:04,965:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.565521 seconds ...[0m
2023-09-17 08:52:07,090:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.079899 seconds ...[0m
2023-09-17 08:52:07,091:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0315*** [0m
2023-09-17 08:52:07,101:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.11254[0m
2023-09-17 08:52:07,102:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0601 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0315[0m
2023-09-17 08:52:07,102:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 08:52:10,874:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.772068 seconds ...[0m
2023-09-17 08:52:10,922:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.11364[0m
2023-09-17 08:52:10,922:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 08:52:10,922:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 08:52:14,581:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.658802 seconds ...[0m
2023-09-17 08:52:14,629:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.11220[0m
2023-09-17 08:52:14,629:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 08:52:14,629:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 08:52:18,292:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.662441 seconds ...[0m
2023-09-17 08:52:18,329:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.11185[0m
2023-09-17 08:52:18,329:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 08:52:18,329:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 08:52:21,868:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.538638 seconds ...[0m
2023-09-17 08:52:21,907:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.11324[0m
2023-09-17 08:52:21,907:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 08:52:21,907:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 08:52:25,306:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.398508 seconds ...[0m
2023-09-17 08:52:27,254:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.908757 seconds ...[0m
2023-09-17 08:52:27,254:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.11179[0m
2023-09-17 08:52:27,254:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0591 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0300[0m
2023-09-17 08:52:27,254:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 08:52:31,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.786351 seconds ...[0m
2023-09-17 08:52:31,080:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11234[0m
2023-09-17 08:52:31,080:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 08:52:31,080:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 08:52:34,959:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.878198 seconds ...[0m
2023-09-17 08:52:34,999:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.10983[0m
2023-09-17 08:52:34,999:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 08:52:34,999:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 08:52:38,500:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.500687 seconds ...[0m
2023-09-17 08:52:38,541:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11135[0m
2023-09-17 08:52:38,542:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 08:52:38,542:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 08:52:41,950:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.407970 seconds ...[0m
2023-09-17 08:52:41,990:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11063[0m
2023-09-17 08:52:41,990:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 08:52:41,990:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 08:52:45,621:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.629805 seconds ...[0m
2023-09-17 08:52:47,743:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.015708 seconds ...[0m
2023-09-17 08:52:47,744:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.10964[0m
2023-09-17 08:52:47,744:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0276[0m
2023-09-17 08:52:47,744:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 08:52:51,431:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.686520 seconds ...[0m
2023-09-17 08:52:51,473:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.11040[0m
2023-09-17 08:52:51,473:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 08:52:51,473:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 08:52:55,177:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.704050 seconds ...[0m
2023-09-17 08:52:55,218:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.10802[0m
2023-09-17 08:52:55,218:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 08:52:55,218:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 08:52:59,023:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.804750 seconds ...[0m
2023-09-17 08:52:59,059:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.10998[0m
2023-09-17 08:52:59,059:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 08:52:59,060:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 08:53:02,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.649742 seconds ...[0m
2023-09-17 08:53:02,749:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10738[0m
2023-09-17 08:53:02,749:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 08:53:02,749:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 08:53:06,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.454232 seconds ...[0m
2023-09-17 08:53:08,269:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.024581 seconds ...[0m
2023-09-17 08:53:08,269:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.10723[0m
2023-09-17 08:53:08,269:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0380 || HITRATE@10 Avg: 0.0605 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0313[0m
2023-09-17 08:53:08,269:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 08:53:11,889:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.619429 seconds ...[0m
2023-09-17 08:53:11,942:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10752[0m
2023-09-17 08:53:11,943:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 08:53:11,943:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 08:53:15,397:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.453562 seconds ...[0m
2023-09-17 08:53:15,449:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10642[0m
2023-09-17 08:53:15,450:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 08:53:15,450:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 08:53:18,943:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.492450 seconds ...[0m
2023-09-17 08:53:18,992:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.10787[0m
2023-09-17 08:53:18,992:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 08:53:18,992:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 08:53:22,416:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.423837 seconds ...[0m
2023-09-17 08:53:22,467:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.10542[0m
2023-09-17 08:53:22,467:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 08:53:22,467:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 08:53:25,967:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.498834 seconds ...[0m
2023-09-17 08:53:28,024:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.017152 seconds ...[0m
2023-09-17 08:53:28,024:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10485[0m
2023-09-17 08:53:28,024:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0218 || NDCG@10 Avg: 0.0291[0m
2023-09-17 08:53:28,024:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 08:53:31,395:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.370872 seconds ...[0m
2023-09-17 08:53:31,432:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10598[0m
2023-09-17 08:53:31,433:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 08:53:31,433:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 08:53:35,162:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.728584 seconds ...[0m
2023-09-17 08:53:35,208:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10570[0m
2023-09-17 08:53:35,208:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 08:53:35,208:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 08:53:38,831:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.622021 seconds ...[0m
2023-09-17 08:53:38,872:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10551[0m
2023-09-17 08:53:38,872:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 08:53:38,872:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 08:53:42,425:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.553458 seconds ...[0m
2023-09-17 08:53:42,475:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10533[0m
2023-09-17 08:53:42,475:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 08:53:42,475:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 08:53:46,075:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.599367 seconds ...[0m
2023-09-17 08:53:48,150:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.037390 seconds ...[0m
2023-09-17 08:53:48,150:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10392[0m
2023-09-17 08:53:48,151:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0599 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0304[0m
2023-09-17 08:53:48,151:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 08:53:52,052:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.901535 seconds ...[0m
2023-09-17 08:53:52,099:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10607[0m
2023-09-17 08:53:52,099:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 08:53:52,099:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 08:53:55,549:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.449798 seconds ...[0m
2023-09-17 08:53:55,588:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10409[0m
2023-09-17 08:53:55,589:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 08:53:55,589:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 08:53:59,069:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.480362 seconds ...[0m
2023-09-17 08:53:59,109:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10486[0m
2023-09-17 08:53:59,110:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 08:53:59,110:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 08:54:02,479:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.368966 seconds ...[0m
2023-09-17 08:54:02,518:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10453[0m
2023-09-17 08:54:02,518:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 08:54:02,518:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 08:54:05,963:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.444690 seconds ...[0m
2023-09-17 08:54:08,055:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.044823 seconds ...[0m
2023-09-17 08:54:08,056:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10418[0m
2023-09-17 08:54:08,056:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0617 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0310[0m
2023-09-17 08:54:08,056:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 08:54:11,657:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.601366 seconds ...[0m
2023-09-17 08:54:11,707:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10568[0m
2023-09-17 08:54:11,707:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 08:54:11,707:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 08:54:15,468:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.760435 seconds ...[0m
2023-09-17 08:54:15,506:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10498[0m
2023-09-17 08:54:15,506:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 08:54:15,507:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 08:54:19,196:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.689035 seconds ...[0m
2023-09-17 08:54:19,240:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10497[0m
2023-09-17 08:54:19,240:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 08:54:19,240:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 08:54:22,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.488329 seconds ...[0m
2023-09-17 08:54:22,770:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10456[0m
2023-09-17 08:54:22,771:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 08:54:22,771:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 08:54:26,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.520074 seconds ...[0m
2023-09-17 08:54:28,442:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.107965 seconds ...[0m
2023-09-17 08:54:28,443:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10355[0m
2023-09-17 08:54:28,443:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0582 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0291[0m
2023-09-17 08:54:28,443:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 08:54:31,973:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.530311 seconds ...[0m
2023-09-17 08:54:32,014:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10312[0m
2023-09-17 08:54:32,014:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 08:54:32,014:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 08:54:35,654:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.639221 seconds ...[0m
2023-09-17 08:54:35,706:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10218[0m
2023-09-17 08:54:35,706:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 08:54:35,706:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 08:54:39,569:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.862617 seconds ...[0m
2023-09-17 08:54:39,606:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10223[0m
2023-09-17 08:54:39,606:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 08:54:39,606:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 08:54:43,020:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.413927 seconds ...[0m
2023-09-17 08:54:43,057:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10149[0m
2023-09-17 08:54:43,057:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 08:54:43,057:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 08:54:46,681:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.623533 seconds ...[0m
2023-09-17 08:54:48,826:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.102277 seconds ...[0m
2023-09-17 08:54:48,827:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10227[0m
2023-09-17 08:54:48,827:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0600 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0306[0m
2023-09-17 08:54:48,827:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 08:54:52,561:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.733516 seconds ...[0m
2023-09-17 08:54:52,605:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10254[0m
2023-09-17 08:54:52,605:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 08:54:52,605:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 08:54:56,509:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903275 seconds ...[0m
2023-09-17 08:54:56,550:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10206[0m
2023-09-17 08:54:56,550:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 08:54:56,550:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 08:55:00,169:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.618684 seconds ...[0m
2023-09-17 08:55:00,211:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.10204[0m
2023-09-17 08:55:00,212:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 08:55:00,212:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 08:55:03,716:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.504420 seconds ...[0m
2023-09-17 08:55:03,773:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.10091[0m
2023-09-17 08:55:03,773:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 08:55:03,773:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 08:55:07,413:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.639742 seconds ...[0m
2023-09-17 08:55:09,510:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.057462 seconds ...[0m
2023-09-17 08:55:09,510:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0319*** [0m
2023-09-17 08:55:09,519:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.10078[0m
2023-09-17 08:55:09,520:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0614 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0319[0m
2023-09-17 08:55:09,520:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 08:55:13,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.556264 seconds ...[0m
2023-09-17 08:55:13,117:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.10012[0m
2023-09-17 08:55:13,117:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 08:55:13,117:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 08:55:17,027:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.910131 seconds ...[0m
2023-09-17 08:55:17,080:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.10147[0m
2023-09-17 08:55:17,081:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 08:55:17,081:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 08:55:20,840:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.758569 seconds ...[0m
2023-09-17 08:55:20,881:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.10081[0m
2023-09-17 08:55:20,881:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 08:55:20,881:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 08:55:24,623:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.741331 seconds ...[0m
2023-09-17 08:55:24,666:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.10248[0m
2023-09-17 08:55:24,666:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 08:55:24,666:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 08:55:28,251:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.584501 seconds ...[0m
2023-09-17 08:55:30,216:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.923759 seconds ...[0m
2023-09-17 08:55:30,216:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.10054[0m
2023-09-17 08:55:30,216:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0619 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0311[0m
2023-09-17 08:55:30,216:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 08:55:34,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.787921 seconds ...[0m
2023-09-17 08:55:34,048:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09895[0m
2023-09-17 08:55:34,048:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 08:55:34,048:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 08:55:37,433:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.384686 seconds ...[0m
2023-09-17 08:55:37,469:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.10145[0m
2023-09-17 08:55:37,470:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 08:55:37,470:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 08:55:40,980:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.509661 seconds ...[0m
2023-09-17 08:55:41,019:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09894[0m
2023-09-17 08:55:41,019:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 08:55:41,019:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 08:55:44,695:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.676023 seconds ...[0m
2023-09-17 08:55:44,741:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09966[0m
2023-09-17 08:55:44,741:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 08:55:44,742:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 08:55:48,359:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.617291 seconds ...[0m
2023-09-17 08:55:50,523:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.121554 seconds ...[0m
2023-09-17 08:55:50,523:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0322*** [0m
2023-09-17 08:55:50,533:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.10062[0m
2023-09-17 08:55:50,533:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0396 || HITRATE@10 Avg: 0.0628 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0322[0m
2023-09-17 08:55:50,533:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 08:55:54,475:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.941677 seconds ...[0m
2023-09-17 08:55:54,523:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.10104[0m
2023-09-17 08:55:54,523:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 08:55:54,523:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 08:55:58,155:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.631567 seconds ...[0m
2023-09-17 08:55:58,196:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09938[0m
2023-09-17 08:55:58,196:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 08:55:58,196:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 08:56:01,773:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.576344 seconds ...[0m
2023-09-17 08:56:01,820:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09830[0m
2023-09-17 08:56:01,820:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 08:56:01,820:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 08:56:05,474:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.653973 seconds ...[0m
2023-09-17 08:56:05,516:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09873[0m
2023-09-17 08:56:05,516:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 08:56:05,516:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 08:56:08,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.415984 seconds ...[0m
2023-09-17 08:56:10,950:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.969718 seconds ...[0m
2023-09-17 08:56:10,951:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09832[0m
2023-09-17 08:56:10,951:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0382 || HITRATE@10 Avg: 0.0587 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0311[0m
2023-09-17 08:56:10,951:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 08:56:14,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.757388 seconds ...[0m
2023-09-17 08:56:14,751:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09858[0m
2023-09-17 08:56:14,751:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 08:56:14,751:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 08:56:18,310:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.558551 seconds ...[0m
2023-09-17 08:56:18,354:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09755[0m
2023-09-17 08:56:18,354:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 08:56:18,354:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 08:56:21,727:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.372616 seconds ...[0m
2023-09-17 08:56:21,770:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09675[0m
2023-09-17 08:56:21,770:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 08:56:21,770:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 08:56:25,352:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.581722 seconds ...[0m
2023-09-17 08:56:25,393:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09808[0m
2023-09-17 08:56:25,393:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 08:56:25,393:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 08:56:28,959:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.565886 seconds ...[0m
2023-09-17 08:56:31,137:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.130447 seconds ...[0m
2023-09-17 08:56:31,138:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09852[0m
2023-09-17 08:56:31,138:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0615 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0322[0m
2023-09-17 08:56:31,138:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 08:56:34,945:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.806563 seconds ...[0m
2023-09-17 08:56:34,986:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09835[0m
2023-09-17 08:56:34,987:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 08:56:34,987:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 08:56:38,615:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.627838 seconds ...[0m
2023-09-17 08:56:38,656:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09739[0m
2023-09-17 08:56:38,656:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 08:56:38,656:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 08:56:42,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.408469 seconds ...[0m
2023-09-17 08:56:42,101:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09819[0m
2023-09-17 08:56:42,101:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 08:56:42,101:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 08:56:45,864:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.762511 seconds ...[0m
2023-09-17 08:56:45,909:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09741[0m
2023-09-17 08:56:45,910:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 08:56:45,910:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 08:56:49,485:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.575214 seconds ...[0m
2023-09-17 08:56:51,531:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.004894 seconds ...[0m
2023-09-17 08:56:51,531:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09851[0m
2023-09-17 08:56:51,531:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0593 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0311[0m
2023-09-17 08:56:51,531:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 08:56:55,159:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.627327 seconds ...[0m
2023-09-17 08:56:55,197:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09695[0m
2023-09-17 08:56:55,197:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 08:56:55,197:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 08:56:58,721:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.523721 seconds ...[0m
2023-09-17 08:56:58,762:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09728[0m
2023-09-17 08:56:58,762:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 08:56:58,763:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 08:57:02,587:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.824036 seconds ...[0m
2023-09-17 08:57:02,627:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09741[0m
2023-09-17 08:57:02,627:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 08:57:02,627:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 08:57:06,064:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.437047 seconds ...[0m
2023-09-17 08:57:06,101:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09698[0m
2023-09-17 08:57:06,101:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 08:57:06,101:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 08:57:09,743:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.641820 seconds ...[0m
2023-09-17 08:57:11,829:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.046689 seconds ...[0m
2023-09-17 08:57:11,830:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09655[0m
2023-09-17 08:57:11,830:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0615 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0317[0m
2023-09-17 08:57:11,830:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 08:57:15,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.724119 seconds ...[0m
2023-09-17 08:57:15,593:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09455[0m
2023-09-17 08:57:15,593:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 08:57:15,594:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 08:57:19,497:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.903657 seconds ...[0m
2023-09-17 08:57:19,544:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09647[0m
2023-09-17 08:57:19,544:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 08:57:19,544:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 08:57:23,046:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.501267 seconds ...[0m
2023-09-17 08:57:23,084:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09685[0m
2023-09-17 08:57:23,084:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 08:57:23,085:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 08:57:26,533:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.448277 seconds ...[0m
2023-09-17 08:57:26,584:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.09552[0m
2023-09-17 08:57:26,584:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 08:57:26,584:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 08:57:30,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.495373 seconds ...[0m
2023-09-17 08:57:32,224:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.106496 seconds ...[0m
2023-09-17 08:57:32,224:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09440[0m
2023-09-17 08:57:32,225:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0605 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0312[0m
2023-09-17 08:57:32,225:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 08:57:35,930:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.705287 seconds ...[0m
2023-09-17 08:57:35,983:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.09417[0m
2023-09-17 08:57:35,983:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 08:57:35,983:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 08:57:39,662:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.678244 seconds ...[0m
2023-09-17 08:57:39,698:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.09565[0m
2023-09-17 08:57:39,698:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 08:57:39,698:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 08:57:43,100:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.401210 seconds ...[0m
2023-09-17 08:57:43,152:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.09552[0m
2023-09-17 08:57:43,152:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 08:57:43,152:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 08:57:46,639:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.486197 seconds ...[0m
2023-09-17 08:57:46,676:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.09661[0m
2023-09-17 08:57:46,676:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 08:57:46,676:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 08:57:50,118:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.441561 seconds ...[0m
2023-09-17 08:57:52,121:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.965844 seconds ...[0m
2023-09-17 08:57:52,121:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0327*** [0m
2023-09-17 08:57:52,134:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.09568[0m
2023-09-17 08:57:52,135:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0390 || HITRATE@10 Avg: 0.0618 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0327[0m
2023-09-17 08:57:52,135:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 08:57:56,110:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.975127 seconds ...[0m
2023-09-17 08:57:56,162:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.09601[0m
2023-09-17 08:57:56,162:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 08:57:56,162:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 08:57:59,683:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.520078 seconds ...[0m
2023-09-17 08:57:59,721:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.09496[0m
2023-09-17 08:57:59,721:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 08:57:59,721:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 08:58:03,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.551183 seconds ...[0m
2023-09-17 08:58:03,318:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09410[0m
2023-09-17 08:58:03,318:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 08:58:03,318:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 08:58:07,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.767954 seconds ...[0m
2023-09-17 08:58:07,126:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.09385[0m
2023-09-17 08:58:07,126:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 08:58:07,126:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 08:58:10,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.689826 seconds ...[0m
2023-09-17 08:58:12,789:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.934244 seconds ...[0m
2023-09-17 08:58:12,789:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.09564[0m
2023-09-17 08:58:12,789:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0606 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0322[0m
2023-09-17 08:58:12,789:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 08:58:16,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.691681 seconds ...[0m
2023-09-17 08:58:16,522:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.09508[0m
2023-09-17 08:58:16,522:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 08:58:16,522:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 08:58:20,290:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.767846 seconds ...[0m
2023-09-17 08:58:20,329:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.09360[0m
2023-09-17 08:58:20,330:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 08:58:20,330:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 08:58:23,806:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.476456 seconds ...[0m
2023-09-17 08:58:23,852:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.09415[0m
2023-09-17 08:58:23,852:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 08:58:23,852:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 08:58:27,414:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.561672 seconds ...[0m
2023-09-17 08:58:27,456:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.09536[0m
2023-09-17 08:58:27,456:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 08:58:27,456:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 08:58:31,042:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.585207 seconds ...[0m
2023-09-17 08:58:33,169:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.083815 seconds ...[0m
2023-09-17 08:58:33,169:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0340*** [0m
2023-09-17 08:58:33,181:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.09297[0m
2023-09-17 08:58:33,181:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0661 || NDCG@5 Avg: 0.0253 || NDCG@10 Avg: 0.0340[0m
2023-09-17 08:58:33,181:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 08:58:36,848:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.666656 seconds ...[0m
2023-09-17 08:58:36,890:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.09314[0m
2023-09-17 08:58:36,890:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 08:58:36,890:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 08:58:40,425:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.534375 seconds ...[0m
2023-09-17 08:58:40,467:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.09301[0m
2023-09-17 08:58:40,467:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 08:58:40,467:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 08:58:44,058:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.589915 seconds ...[0m
2023-09-17 08:58:44,098:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.09266[0m
2023-09-17 08:58:44,098:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 08:58:44,098:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 08:58:47,534:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.435932 seconds ...[0m
2023-09-17 08:58:47,571:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.09320[0m
2023-09-17 08:58:47,571:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 08:58:47,572:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 08:58:51,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.437590 seconds ...[0m
2023-09-17 08:58:53,131:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.079438 seconds ...[0m
2023-09-17 08:58:53,132:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.09210[0m
2023-09-17 08:58:53,132:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0618 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0315[0m
2023-09-17 08:58:53,132:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 08:58:57,158:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.026190 seconds ...[0m
2023-09-17 08:58:57,198:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.09286[0m
2023-09-17 08:58:57,199:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 08:58:57,199:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 08:59:00,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.456084 seconds ...[0m
2023-09-17 08:59:00,693:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.09361[0m
2023-09-17 08:59:00,693:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 08:59:00,694:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 08:59:04,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.347583 seconds ...[0m
2023-09-17 08:59:04,077:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.09259[0m
2023-09-17 08:59:04,078:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 08:59:04,078:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 08:59:07,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.576707 seconds ...[0m
2023-09-17 08:59:07,695:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.09269[0m
2023-09-17 08:59:07,695:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 08:59:07,695:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 08:59:11,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.712103 seconds ...[0m
2023-09-17 08:59:13,538:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.094039 seconds ...[0m
2023-09-17 08:59:13,539:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.09222[0m
2023-09-17 08:59:13,539:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0631 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0327[0m
2023-09-17 08:59:13,539:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 08:59:17,049:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.509853 seconds ...[0m
2023-09-17 08:59:17,093:	[1;33m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.09329[0m
2023-09-17 08:59:17,093:	[1;33m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 08:59:17,093:	[1;33m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 08:59:20,707:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.613675 seconds ...[0m
2023-09-17 08:59:20,755:	[1;33m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.09316[0m
2023-09-17 08:59:20,755:	[1;33m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 08:59:20,755:	[1;33m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 08:59:24,302:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.546874 seconds ...[0m
2023-09-17 08:59:24,344:	[1;33m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.09248[0m
2023-09-17 08:59:24,344:	[1;33m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 08:59:24,345:	[1;33m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 08:59:28,072:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.727162 seconds ...[0m
2023-09-17 08:59:28,110:	[1;33m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.09412[0m
2023-09-17 08:59:28,110:	[1;33m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 08:59:28,110:	[1;33m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 08:59:31,726:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.614989 seconds ...[0m
2023-09-17 08:59:33,760:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.990648 seconds ...[0m
2023-09-17 08:59:33,761:	[1;33m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.09297[0m
2023-09-17 08:59:33,761:	[1;33m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0401 || HITRATE@10 Avg: 0.0646 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0331[0m
2023-09-17 08:59:33,761:	[1;33m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 08:59:37,452:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.690608 seconds ...[0m
2023-09-17 08:59:37,495:	[1;33m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.09423[0m
2023-09-17 08:59:37,495:	[1;33m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 08:59:37,495:	[1;33m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 08:59:41,024:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.528724 seconds ...[0m
2023-09-17 08:59:41,061:	[1;33m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.09120[0m
2023-09-17 08:59:41,062:	[1;33m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 08:59:41,062:	[1;33m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 08:59:44,706:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.644194 seconds ...[0m
2023-09-17 08:59:44,746:	[1;33m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.09137[0m
2023-09-17 08:59:44,747:	[1;33m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 08:59:44,747:	[1;33m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 08:59:48,369:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.622657 seconds ...[0m
2023-09-17 08:59:48,407:	[1;33m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.09299[0m
2023-09-17 08:59:48,408:	[1;33m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 08:59:48,408:	[1;33m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 08:59:52,014:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.606417 seconds ...[0m
2023-09-17 08:59:54,068:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.016421 seconds ...[0m
2023-09-17 08:59:54,069:	[1;33m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.09227[0m
2023-09-17 08:59:54,069:	[1;33m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0416 || HITRATE@10 Avg: 0.0650 || NDCG@5 Avg: 0.0264 || NDCG@10 Avg: 0.0339[0m
2023-09-17 08:59:54,069:	[1;33m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 08:59:57,698:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.628659 seconds ...[0m
2023-09-17 08:59:57,739:	[1;33m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.09306[0m
2023-09-17 08:59:57,739:	[1;33m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 08:59:57,739:	[1;33m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:00:01,084:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.344493 seconds ...[0m
2023-09-17 09:00:01,121:	[1;33m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.09220[0m
2023-09-17 09:00:01,121:	[1;33m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:00:01,121:	[1;33m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:00:04,697:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.576193 seconds ...[0m
2023-09-17 09:00:04,743:	[1;33m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.09152[0m
2023-09-17 09:00:04,743:	[1;33m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:00:04,744:	[1;33m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:00:08,182:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.438146 seconds ...[0m
2023-09-17 09:00:08,233:	[1;33m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.09161[0m
2023-09-17 09:00:08,234:	[1;33m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:00:08,234:	[1;33m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:00:11,846:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.612092 seconds ...[0m
2023-09-17 09:00:13,792:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.907928 seconds ...[0m
2023-09-17 09:00:13,792:	[1;33m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.09062[0m
2023-09-17 09:00:13,792:	[1;33m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0405 || HITRATE@10 Avg: 0.0640 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0337[0m
2023-09-17 09:00:13,792:	[1;33m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:00:17,683:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.890284 seconds ...[0m
2023-09-17 09:00:17,769:	[1;33m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.09045[0m
2023-09-17 09:00:17,769:	[1;33m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:00:17,770:	[1;33m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:00:21,576:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.806242 seconds ...[0m
2023-09-17 09:00:21,613:	[1;33m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.09329[0m
2023-09-17 09:00:21,613:	[1;33m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:00:21,613:	[1;33m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:00:25,348:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.734874 seconds ...[0m
2023-09-17 09:00:25,390:	[1;33m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.09213[0m
2023-09-17 09:00:25,391:	[1;33m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:00:25,391:	[1;33m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:00:29,523:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.132036 seconds ...[0m
2023-09-17 09:00:29,564:	[1;33m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.09077[0m
2023-09-17 09:00:29,564:	[1;33m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:00:29,564:	[1;33m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:00:33,152:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.587098 seconds ...[0m
2023-09-17 09:00:35,170:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.978179 seconds ...[0m
2023-09-17 09:00:35,170:	[1;33m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.09075[0m
2023-09-17 09:00:35,170:	[1;33m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0412 || HITRATE@10 Avg: 0.0652 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:00:35,170:	[1;33m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:00:38,926:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.755234 seconds ...[0m
2023-09-17 09:00:38,966:	[1;33m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.09110[0m
2023-09-17 09:00:38,966:	[1;33m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:00:38,966:	[1;33m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:00:42,268:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.301374 seconds ...[0m
2023-09-17 09:00:42,309:	[1;33m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.09087[0m
2023-09-17 09:00:42,310:	[1;33m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:00:42,310:	[1;33m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:00:45,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.418888 seconds ...[0m
2023-09-17 09:00:45,766:	[1;33m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.09127[0m
2023-09-17 09:00:45,766:	[1;33m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:00:45,767:	[1;33m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:00:49,381:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.614020 seconds ...[0m
2023-09-17 09:00:49,426:	[1;33m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.09080[0m
2023-09-17 09:00:49,426:	[1;33m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:00:49,426:	[1;33m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:00:53,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.639190 seconds ...[0m
2023-09-17 09:00:55,102:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.996768 seconds ...[0m
2023-09-17 09:00:55,102:	[1;33m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.09007[0m
2023-09-17 09:00:55,102:	[1;33m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0644 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0317[0m
2023-09-17 09:00:55,103:	[1;33m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:00:58,777:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.674767 seconds ...[0m
2023-09-17 09:00:58,819:	[1;33m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.09130[0m
2023-09-17 09:00:58,820:	[1;33m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:00:58,820:	[1;33m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:01:02,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 4.008801 seconds ...[0m
2023-09-17 09:01:02,884:	[1;33m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.09158[0m
2023-09-17 09:01:02,884:	[1;33m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:01:02,884:	[1;33m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:01:06,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.320025 seconds ...[0m
2023-09-17 09:01:06,254:	[1;33m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.08976[0m
2023-09-17 09:01:06,254:	[1;33m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:01:06,255:	[1;33m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:01:09,846:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.591576 seconds ...[0m
2023-09-17 09:01:09,887:	[1;33m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.09117[0m
2023-09-17 09:01:09,887:	[1;33m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:01:09,887:	[1;33m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:01:13,357:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.469573 seconds ...[0m
2023-09-17 09:01:15,465:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.068984 seconds ...[0m
2023-09-17 09:01:15,465:	[1;33m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.09029[0m
2023-09-17 09:01:15,465:	[1;33m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0622 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0314[0m
2023-09-17 09:01:15,465:	[1;33m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:01:19,169:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.703938 seconds ...[0m
2023-09-17 09:01:19,210:	[1;33m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.09011[0m
2023-09-17 09:01:19,210:	[1;33m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:01:19,210:	[1;33m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:01:22,809:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.598580 seconds ...[0m
2023-09-17 09:01:22,849:	[1;33m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.08976[0m
2023-09-17 09:01:22,849:	[1;33m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:01:22,849:	[1;33m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:01:26,259:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.409469 seconds ...[0m
2023-09-17 09:01:26,299:	[1;33m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.09029[0m
2023-09-17 09:01:26,299:	[1;33m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:01:26,299:	[1;33m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:01:29,720:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.419902 seconds ...[0m
2023-09-17 09:01:29,760:	[1;33m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.09074[0m
2023-09-17 09:01:29,760:	[1;33m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:01:29,760:	[1;33m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:01:33,487:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.726919 seconds ...[0m
2023-09-17 09:01:35,543:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.015741 seconds ...[0m
2023-09-17 09:01:35,544:	[1;33m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.09188[0m
2023-09-17 09:01:35,544:	[1;33m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0640 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0327[0m
2023-09-17 09:01:35,544:	[1;33m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:01:39,320:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.776267 seconds ...[0m
2023-09-17 09:01:39,371:	[1;33m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.08999[0m
2023-09-17 09:01:39,371:	[1;33m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:01:39,371:	[1;33m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:01:42,927:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.555924 seconds ...[0m
2023-09-17 09:01:42,964:	[1;33m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.09111[0m
2023-09-17 09:01:42,964:	[1;33m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:01:42,964:	[1;33m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:01:46,475:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.510248 seconds ...[0m
2023-09-17 09:01:46,516:	[1;33m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.08815[0m
2023-09-17 09:01:46,516:	[1;33m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:01:46,516:	[1;33m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:01:49,990:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.473434 seconds ...[0m
2023-09-17 09:01:50,027:	[1;33m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.09155[0m
2023-09-17 09:01:50,027:	[1;33m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:01:50,027:	[1;33m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:01:53,545:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.517149 seconds ...[0m
2023-09-17 09:01:55,567:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.980542 seconds ...[0m
2023-09-17 09:01:55,567:	[1;33m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.09103[0m
2023-09-17 09:01:55,567:	[1;33m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0631 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0309[0m
2023-09-17 09:01:55,567:	[1;33m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:01:59,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.758749 seconds ...[0m
2023-09-17 09:01:59,365:	[1;33m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08932[0m
2023-09-17 09:01:59,365:	[1;33m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:01:59,365:	[1;33m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:02:02,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.565583 seconds ...[0m
2023-09-17 09:02:02,973:	[1;33m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.08892[0m
2023-09-17 09:02:02,974:	[1;33m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:02:02,974:	[1;33m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:02:06,685:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.710985 seconds ...[0m
2023-09-17 09:02:06,722:	[1;33m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.08936[0m
2023-09-17 09:02:06,722:	[1;33m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:02:06,722:	[1;33m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:02:10,475:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.752550 seconds ...[0m
2023-09-17 09:02:10,518:	[1;33m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.09102[0m
2023-09-17 09:02:10,518:	[1;33m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:02:10,518:	[1;33m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:02:14,089:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.570976 seconds ...[0m
2023-09-17 09:02:16,139:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.009476 seconds ...[0m
2023-09-17 09:02:16,139:	[1;33m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08964[0m
2023-09-17 09:02:16,139:	[1;33m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0639 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0332[0m
2023-09-17 09:02:16,140:	[1;33m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:02:19,945:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.804955 seconds ...[0m
2023-09-17 09:02:20,004:	[1;33m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.08785[0m
2023-09-17 09:02:20,004:	[1;33m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:02:20,004:	[1;33m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:02:23,809:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.804896 seconds ...[0m
2023-09-17 09:02:23,856:	[1;33m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.08920[0m
2023-09-17 09:02:23,857:	[1;33m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:02:23,857:	[1;33m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:02:27,486:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.629145 seconds ...[0m
2023-09-17 09:02:27,527:	[1;33m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.08884[0m
2023-09-17 09:02:27,527:	[1;33m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:02:27,527:	[1;33m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:02:31,125:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.598262 seconds ...[0m
2023-09-17 09:02:31,163:	[1;33m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08938[0m
2023-09-17 09:02:31,163:	[1;33m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:02:31,163:	[1;33m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:02:34,714:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.550592 seconds ...[0m
2023-09-17 09:02:36,795:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.043142 seconds ...[0m
2023-09-17 09:02:36,795:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0344*** [0m
2023-09-17 09:02:36,806:	[1;33m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08933[0m
2023-09-17 09:02:36,807:	[1;33m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0418 || HITRATE@10 Avg: 0.0663 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0344[0m
2023-09-17 09:02:36,807:	[1;33m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:02:40,224:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.417048 seconds ...[0m
2023-09-17 09:02:40,273:	[1;33m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08763[0m
2023-09-17 09:02:40,273:	[1;33m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:02:40,273:	[1;33m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:02:43,674:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.400717 seconds ...[0m
2023-09-17 09:02:43,714:	[1;33m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08807[0m
2023-09-17 09:02:43,714:	[1;33m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:02:43,714:	[1;33m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:02:47,567:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.852486 seconds ...[0m
2023-09-17 09:02:47,608:	[1;33m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08889[0m
2023-09-17 09:02:47,608:	[1;33m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:02:47,608:	[1;33m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:02:51,268:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.660127 seconds ...[0m
2023-09-17 09:02:51,310:	[1;33m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08872[0m
2023-09-17 09:02:51,310:	[1;33m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:02:51,310:	[1;33m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:02:54,965:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.655385 seconds ...[0m
2023-09-17 09:02:57,046:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.036337 seconds ...[0m
2023-09-17 09:02:57,046:	[1;33m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08916[0m
2023-09-17 09:02:57,047:	[1;33m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0393 || HITRATE@10 Avg: 0.0640 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0331[0m
2023-09-17 09:02:57,047:	[1;33m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:03:00,631:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.583690 seconds ...[0m
2023-09-17 09:03:00,671:	[1;33m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08896[0m
2023-09-17 09:03:00,671:	[1;33m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:03:00,671:	[1;33m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:03:04,257:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.585886 seconds ...[0m
2023-09-17 09:03:04,298:	[1;33m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08957[0m
2023-09-17 09:03:04,298:	[1;33m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:03:04,299:	[1;33m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:03:08,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.757299 seconds ...[0m
2023-09-17 09:03:08,109:	[1;33m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.08830[0m
2023-09-17 09:03:08,109:	[1;33m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:03:08,109:	[1;33m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:03:11,944:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.834132 seconds ...[0m
2023-09-17 09:03:11,986:	[1;33m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08886[0m
2023-09-17 09:03:11,986:	[1;33m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:03:11,986:	[1;33m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:03:15,383:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.396645 seconds ...[0m
2023-09-17 09:03:17,477:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.057864 seconds ...[0m
2023-09-17 09:03:17,478:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0357*** [0m
2023-09-17 09:03:17,487:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08963[0m
2023-09-17 09:03:17,487:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0420 || HITRATE@10 Avg: 0.0662 || NDCG@5 Avg: 0.0280 || NDCG@10 Avg: 0.0357[0m
2023-09-17 09:03:17,487:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:03:20,984:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.496051 seconds ...[0m
2023-09-17 09:03:21,029:	[1;33m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08588[0m
2023-09-17 09:03:21,029:	[1;33m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:03:21,029:	[1;33m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:03:24,545:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.516045 seconds ...[0m
2023-09-17 09:03:24,583:	[1;33m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08783[0m
2023-09-17 09:03:24,583:	[1;33m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:03:24,583:	[1;33m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:03:28,081:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.497356 seconds ...[0m
2023-09-17 09:03:28,121:	[1;33m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08823[0m
2023-09-17 09:03:28,122:	[1;33m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:03:28,122:	[1;33m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:03:31,858:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.736571 seconds ...[0m
2023-09-17 09:03:31,898:	[1;33m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08761[0m
2023-09-17 09:03:31,899:	[1;33m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:03:31,899:	[1;33m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:03:35,377:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.478672 seconds ...[0m
2023-09-17 09:03:37,526:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.110981 seconds ...[0m
2023-09-17 09:03:37,526:	[1;33m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08847[0m
2023-09-17 09:03:37,526:	[1;33m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0409 || HITRATE@10 Avg: 0.0644 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0329[0m
2023-09-17 09:03:37,527:	[1;33m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:03:40,933:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.406026 seconds ...[0m
2023-09-17 09:03:40,974:	[1;33m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08922[0m
2023-09-17 09:03:40,975:	[1;33m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:03:40,975:	[1;33m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:03:44,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.490537 seconds ...[0m
2023-09-17 09:03:44,502:	[1;33m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08830[0m
2023-09-17 09:03:44,502:	[1;33m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:03:44,502:	[1;33m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:03:48,127:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.624289 seconds ...[0m
2023-09-17 09:03:48,174:	[1;33m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08684[0m
2023-09-17 09:03:48,174:	[1;33m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:03:48,174:	[1;33m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:03:51,645:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.470345 seconds ...[0m
2023-09-17 09:03:51,686:	[1;33m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08865[0m
2023-09-17 09:03:51,686:	[1;33m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:03:51,686:	[1;33m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:03:55,414:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.727993 seconds ...[0m
2023-09-17 09:03:57,595:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.140619 seconds ...[0m
2023-09-17 09:03:57,596:	[1;33m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08714[0m
2023-09-17 09:03:57,596:	[1;33m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0662 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0342[0m
2023-09-17 09:03:57,596:	[1;33m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:04:01,113:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.516717 seconds ...[0m
2023-09-17 09:04:01,154:	[1;33m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08550[0m
2023-09-17 09:04:01,154:	[1;33m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:04:01,154:	[1;33m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:04:05,101:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.946495 seconds ...[0m
2023-09-17 09:04:05,147:	[1;33m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08645[0m
2023-09-17 09:04:05,148:	[1;33m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:04:05,148:	[1;33m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:04:08,675:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.526633 seconds ...[0m
2023-09-17 09:04:08,715:	[1;33m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08714[0m
2023-09-17 09:04:08,715:	[1;33m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:04:08,715:	[1;33m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:04:12,142:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.426472 seconds ...[0m
2023-09-17 09:04:12,179:	[1;33m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08794[0m
2023-09-17 09:04:12,180:	[1;33m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:04:12,180:	[1;33m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:04:15,379:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.198843 seconds ...[0m
2023-09-17 09:04:17,485:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.066075 seconds ...[0m
2023-09-17 09:04:17,485:	[1;33m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08879[0m
2023-09-17 09:04:17,485:	[1;33m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0401 || HITRATE@10 Avg: 0.0645 || NDCG@5 Avg: 0.0253 || NDCG@10 Avg: 0.0331[0m
2023-09-17 09:04:17,485:	[1;33m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:04:21,034:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.548122 seconds ...[0m
2023-09-17 09:04:21,071:	[1;33m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08741[0m
2023-09-17 09:04:21,071:	[1;33m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:04:21,071:	[1;33m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:04:24,708:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.636397 seconds ...[0m
2023-09-17 09:04:24,748:	[1;33m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08601[0m
2023-09-17 09:04:24,748:	[1;33m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:04:24,748:	[1;33m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:04:28,505:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.756693 seconds ...[0m
2023-09-17 09:04:28,558:	[1;33m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08871[0m
2023-09-17 09:04:28,558:	[1;33m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:04:28,558:	[1;33m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:04:32,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.506915 seconds ...[0m
2023-09-17 09:04:32,110:	[1;33m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08830[0m
2023-09-17 09:04:32,110:	[1;33m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:04:32,110:	[1;33m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:04:35,712:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.601336 seconds ...[0m
2023-09-17 09:04:37,739:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.983723 seconds ...[0m
2023-09-17 09:04:37,739:	[1;33m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08729[0m
2023-09-17 09:04:37,739:	[1;33m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0407 || HITRATE@10 Avg: 0.0648 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:04:37,739:	[1;33m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:04:41,183:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.443415 seconds ...[0m
2023-09-17 09:04:41,226:	[1;33m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08732[0m
2023-09-17 09:04:41,227:	[1;33m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:04:41,227:	[1;33m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:04:44,839:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.611874 seconds ...[0m
2023-09-17 09:04:44,880:	[1;33m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08880[0m
2023-09-17 09:04:44,880:	[1;33m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:04:44,880:	[1;33m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:04:48,480:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.599397 seconds ...[0m
2023-09-17 09:04:48,519:	[1;33m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08675[0m
2023-09-17 09:04:48,519:	[1;33m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:04:48,520:	[1;33m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:04:52,229:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.709639 seconds ...[0m
2023-09-17 09:04:52,272:	[1;33m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08699[0m
2023-09-17 09:04:52,272:	[1;33m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:04:52,272:	[1;33m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:04:55,887:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.614693 seconds ...[0m
2023-09-17 09:04:58,008:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.076835 seconds ...[0m
2023-09-17 09:04:58,008:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08708[0m
2023-09-17 09:04:58,009:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0655 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:04:58,009:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:05:01,485:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.476073 seconds ...[0m
2023-09-17 09:05:01,526:	[1;33m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08574[0m
2023-09-17 09:05:01,526:	[1;33m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:05:01,527:	[1;33m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:05:05,522:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.995387 seconds ...[0m
2023-09-17 09:05:05,571:	[1;33m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08663[0m
2023-09-17 09:05:05,572:	[1;33m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:05:05,572:	[1;33m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:05:08,914:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.342083 seconds ...[0m
2023-09-17 09:05:08,957:	[1;33m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08643[0m
2023-09-17 09:05:08,957:	[1;33m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:05:08,957:	[1;33m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:05:12,625:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.668325 seconds ...[0m
2023-09-17 09:05:12,667:	[1;33m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08576[0m
2023-09-17 09:05:12,667:	[1;33m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:05:12,668:	[1;33m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:05:16,051:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.382914 seconds ...[0m
2023-09-17 09:05:18,279:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.188752 seconds ...[0m
2023-09-17 09:05:18,280:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08620[0m
2023-09-17 09:05:18,280:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0631 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0320[0m
2023-09-17 09:05:18,280:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:05:21,988:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.707948 seconds ...[0m
2023-09-17 09:05:22,029:	[1;33m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08517[0m
2023-09-17 09:05:22,030:	[1;33m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:05:22,030:	[1;33m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:05:25,583:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.553141 seconds ...[0m
2023-09-17 09:05:25,626:	[1;33m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08722[0m
2023-09-17 09:05:25,626:	[1;33m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:05:25,626:	[1;33m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:05:29,274:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.647082 seconds ...[0m
2023-09-17 09:05:29,318:	[1;33m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08735[0m
2023-09-17 09:05:29,318:	[1;33m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:05:29,318:	[1;33m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:05:33,000:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.681644 seconds ...[0m
2023-09-17 09:05:33,042:	[1;33m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08707[0m
2023-09-17 09:05:33,042:	[1;33m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:05:33,042:	[1;33m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:05:36,303:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.260377 seconds ...[0m
2023-09-17 09:05:38,396:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.054742 seconds ...[0m
2023-09-17 09:05:38,396:	[1;33m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08505[0m
2023-09-17 09:05:38,396:	[1;33m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0095 || HITRATE@5 Avg: 0.0396 || HITRATE@10 Avg: 0.0673 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0334[0m
2023-09-17 09:05:38,396:	[1;33m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:05:42,035:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.638133 seconds ...[0m
2023-09-17 09:05:42,077:	[1;33m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08676[0m
2023-09-17 09:05:42,077:	[1;33m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:05:42,077:	[1;33m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:05:45,560:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.482825 seconds ...[0m
2023-09-17 09:05:45,599:	[1;33m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08673[0m
2023-09-17 09:05:45,599:	[1;33m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:05:45,599:	[1;33m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:05:49,139:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.540116 seconds ...[0m
2023-09-17 09:05:49,180:	[1;33m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08642[0m
2023-09-17 09:05:49,181:	[1;33m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:05:49,181:	[1;33m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:05:52,432:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.250633 seconds ...[0m
2023-09-17 09:05:52,469:	[1;33m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08794[0m
2023-09-17 09:05:52,470:	[1;33m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:05:52,470:	[1;33m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:05:55,714:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.244587 seconds ...[0m
2023-09-17 09:05:57,693:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.970232 seconds ...[0m
2023-09-17 09:05:59,721:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.026726 seconds ...[0m
2023-09-17 09:05:59,721:	[1;33m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08792[0m
2023-09-17 09:05:59,721:	[1;33m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0635 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0316[0m
2023-09-17 09:05:59,721:	[1;33m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0187 || NDCG@10 Avg: 0.0251[0m
2023-09-17 09:06:01,390:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.085050     294
1   valid   HITRATE@1  0.013504     260
2   valid   HITRATE@5  0.042034     260
3   valid  HITRATE@10  0.067254     295
4   valid      NDCG@5  0.027957     260
5   valid     NDCG@10  0.035711     260
6    test   HITRATE@1  0.007155       0
7    test   HITRATE@5  0.030273       0
8    test  HITRATE@10  0.050127       0
9    test      NDCG@5  0.018719       0
10   test     NDCG@10  0.025100       0[0m
2023-09-17 09:06:01,390:	[1;33m[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/3-0917084532[0m
2023-09-17 09:06:01,477:	[1;33m[Wall TIME] >>> Coach.summary takes 1.755344 seconds ...[0m
2023-09-17 09:06:01,477:	[1;33m[Coach] >>> Load best model @Epoch 260  [0m
2023-09-17 09:06:03,629:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.147537 seconds ...[0m
2023-09-17 09:06:05,806:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.176437 seconds ...[0m
2023-09-17 09:06:05,806:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>> [0m
2023-09-17 09:06:05,806:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0420 || HITRATE@10 Avg: 0.0662 || NDCG@5 Avg: 0.0280 || NDCG@10 Avg: 0.0357[0m
2023-09-17 09:06:05,806:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0283[0m
2023-09-17 09:06:05,813:	[1;33m[Wall TIME] >>> Coach.fit takes 1225.659926 seconds ...[0m
