2023-09-17 10:24:14,594:	========================================================================
2023-09-17 10:24:14,594:	========================================================================
2023-09-17 10:24:14,594:	========================================================================
2023-09-17 10:24:14,594:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 10:24:14,595:	[1;35m[Seed] >>> Set seed: 1[0m
2023-09-17 10:24:14,595:	[1;35m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 1] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.01] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917102410] 
[maxlen: 200] 
[maxlen4graph: 200] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.3] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/1] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/1-0917102410] 
[0m
2023-09-17 10:24:14,595:	[1;35m[Wall TIME] >>> Parser.compile takes 0.005503 seconds ...[0m
2023-09-17 10:24:14,599:	[1;35m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.User,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Item,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 10:24:15,051:	[1;35m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-17 10:24:15,052:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.455965 seconds ...[0m
2023-09-17 10:24:18,879:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.520475 seconds ...[0m
2023-09-17 10:24:19,424:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.544405 seconds ...[0m
2023-09-17 10:24:19,958:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.533053 seconds ...[0m
2023-09-17 10:24:26,182:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 10:24:26,183:	[1;35m[Wall TIME] >>> Coach.compile takes 0.001248 seconds ...[0m
2023-09-17 10:24:27,819:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.584208 seconds ...[0m
2023-09-17 10:24:27,819:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0005*** [0m
2023-09-17 10:24:27,822:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 10:24:27,822:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0002 || HITRATE@10 Avg: 0.0017 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0005[0m
2023-09-17 10:24:27,823:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 10:25:13,916:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.092910 seconds ...[0m
2023-09-17 10:25:13,969:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.32587[0m
2023-09-17 10:25:13,969:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 10:25:13,969:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 10:25:56,937:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 42.967808 seconds ...[0m
2023-09-17 10:25:56,990:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.24160[0m
2023-09-17 10:25:56,990:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 10:25:56,990:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 10:26:39,419:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 42.429007 seconds ...[0m
2023-09-17 10:26:39,476:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.20228[0m
2023-09-17 10:26:39,476:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 10:26:39,476:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 10:27:22,216:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 42.739190 seconds ...[0m
2023-09-17 10:27:22,277:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.18157[0m
2023-09-17 10:27:22,278:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 10:27:22,278:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 10:28:07,674:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.395953 seconds ...[0m
2023-09-17 10:28:09,227:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.501070 seconds ...[0m
2023-09-17 10:28:09,227:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0575*** [0m
2023-09-17 10:28:09,231:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.16228[0m
2023-09-17 10:28:09,232:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0692 || HITRATE@10 Avg: 0.1157 || NDCG@5 Avg: 0.0425 || NDCG@10 Avg: 0.0575[0m
2023-09-17 10:28:09,232:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 10:28:55,087:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.855525 seconds ...[0m
2023-09-17 10:28:55,141:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.14670[0m
2023-09-17 10:28:55,141:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 10:28:55,141:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 10:29:41,536:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.394292 seconds ...[0m
2023-09-17 10:29:41,590:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.13884[0m
2023-09-17 10:29:41,590:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 10:29:41,590:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 10:30:27,559:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.968758 seconds ...[0m
2023-09-17 10:30:27,620:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.13302[0m
2023-09-17 10:30:27,620:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 10:30:27,620:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 10:31:13,414:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.793440 seconds ...[0m
2023-09-17 10:31:13,480:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.12781[0m
2023-09-17 10:31:13,480:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 10:31:13,480:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 10:31:59,310:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.829756 seconds ...[0m
2023-09-17 10:32:01,037:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.674799 seconds ...[0m
2023-09-17 10:32:01,037:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0751*** [0m
2023-09-17 10:32:01,042:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.12431[0m
2023-09-17 10:32:01,043:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0899 || HITRATE@10 Avg: 0.1465 || NDCG@5 Avg: 0.0569 || NDCG@10 Avg: 0.0751[0m
2023-09-17 10:32:01,043:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 10:32:46,683:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.639683 seconds ...[0m
2023-09-17 10:32:46,747:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.11993[0m
2023-09-17 10:32:46,747:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 10:32:46,747:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 10:33:33,461:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.713647 seconds ...[0m
2023-09-17 10:33:33,519:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.11688[0m
2023-09-17 10:33:33,519:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 10:33:33,519:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 10:34:19,569:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.049652 seconds ...[0m
2023-09-17 10:34:19,629:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.11378[0m
2023-09-17 10:34:19,629:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 10:34:19,630:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 10:35:04,723:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.092942 seconds ...[0m
2023-09-17 10:35:04,794:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.11181[0m
2023-09-17 10:35:04,795:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 10:35:04,795:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 10:35:50,914:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.116259 seconds ...[0m
2023-09-17 10:35:52,653:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.668954 seconds ...[0m
2023-09-17 10:35:52,654:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0886*** [0m
2023-09-17 10:35:52,659:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.10998[0m
2023-09-17 10:35:52,659:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.1026 || HITRATE@10 Avg: 0.1773 || NDCG@5 Avg: 0.0646 || NDCG@10 Avg: 0.0886[0m
2023-09-17 10:35:52,659:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 10:36:38,061:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.401074 seconds ...[0m
2023-09-17 10:36:38,121:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.10722[0m
2023-09-17 10:36:38,121:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 10:36:38,121:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 10:37:24,892:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.770753 seconds ...[0m
2023-09-17 10:37:24,949:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.10508[0m
2023-09-17 10:37:24,949:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 10:37:24,949:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 10:38:10,368:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.418814 seconds ...[0m
2023-09-17 10:38:10,429:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.10329[0m
2023-09-17 10:38:10,429:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 10:38:10,429:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 10:38:57,264:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.834162 seconds ...[0m
2023-09-17 10:38:57,319:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.10135[0m
2023-09-17 10:38:57,319:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 10:38:57,319:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 10:39:42,854:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.534337 seconds ...[0m
2023-09-17 10:39:44,427:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.520243 seconds ...[0m
2023-09-17 10:39:44,427:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0947*** [0m
2023-09-17 10:39:44,431:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.10008[0m
2023-09-17 10:39:44,432:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.1132 || HITRATE@10 Avg: 0.1881 || NDCG@5 Avg: 0.0707 || NDCG@10 Avg: 0.0947[0m
2023-09-17 10:39:44,432:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 10:40:31,986:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.554527 seconds ...[0m
2023-09-17 10:40:32,047:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.09912[0m
2023-09-17 10:40:32,048:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 10:40:32,048:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 10:41:18,198:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.150345 seconds ...[0m
2023-09-17 10:41:18,274:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.09722[0m
2023-09-17 10:41:18,274:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 10:41:18,274:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 10:41:59,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 41.482829 seconds ...[0m
2023-09-17 10:41:59,811:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.09645[0m
2023-09-17 10:41:59,811:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 10:41:59,811:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 10:42:42,702:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 42.891033 seconds ...[0m
2023-09-17 10:42:42,754:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.09443[0m
2023-09-17 10:42:42,754:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 10:42:42,755:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 10:43:26,571:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.815853 seconds ...[0m
2023-09-17 10:43:28,237:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.609519 seconds ...[0m
2023-09-17 10:43:28,237:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1038*** [0m
2023-09-17 10:43:28,244:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.09396[0m
2023-09-17 10:43:28,244:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0359 || HITRATE@5 Avg: 0.1215 || HITRATE@10 Avg: 0.1995 || NDCG@5 Avg: 0.0788 || NDCG@10 Avg: 0.1038[0m
2023-09-17 10:43:28,244:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 10:44:13,676:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.432019 seconds ...[0m
2023-09-17 10:44:13,743:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.09300[0m
2023-09-17 10:44:13,743:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 10:44:13,743:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 10:45:00,500:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.757058 seconds ...[0m
2023-09-17 10:45:00,557:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.09272[0m
2023-09-17 10:45:00,557:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 10:45:00,557:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 10:45:47,130:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.572355 seconds ...[0m
2023-09-17 10:45:47,189:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.09222[0m
2023-09-17 10:45:47,189:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 10:45:47,189:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 10:46:33,099:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.909033 seconds ...[0m
2023-09-17 10:46:33,159:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.09135[0m
2023-09-17 10:46:33,162:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 10:46:33,162:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 10:47:18,615:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.452306 seconds ...[0m
2023-09-17 10:47:20,340:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.657993 seconds ...[0m
2023-09-17 10:47:20,341:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1092*** [0m
2023-09-17 10:47:20,345:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.09033[0m
2023-09-17 10:47:20,345:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0404 || HITRATE@5 Avg: 0.1296 || HITRATE@10 Avg: 0.2061 || NDCG@5 Avg: 0.0846 || NDCG@10 Avg: 0.1092[0m
2023-09-17 10:47:20,345:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 10:48:04,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.540047 seconds ...[0m
2023-09-17 10:48:04,940:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.09023[0m
2023-09-17 10:48:04,940:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 10:48:04,940:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 10:48:51,088:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.147425 seconds ...[0m
2023-09-17 10:48:51,152:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.08924[0m
2023-09-17 10:48:51,153:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 10:48:51,153:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 10:49:36,388:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.234531 seconds ...[0m
2023-09-17 10:49:36,443:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.08894[0m
2023-09-17 10:49:36,443:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 10:49:36,443:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 10:50:21,198:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.754399 seconds ...[0m
2023-09-17 10:50:21,254:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.08809[0m
2023-09-17 10:50:21,254:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 10:50:21,254:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 10:51:06,560:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.305720 seconds ...[0m
2023-09-17 10:51:08,237:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.619620 seconds ...[0m
2023-09-17 10:51:08,237:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1130*** [0m
2023-09-17 10:51:08,242:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.08742[0m
2023-09-17 10:51:08,242:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0402 || HITRATE@5 Avg: 0.1354 || HITRATE@10 Avg: 0.2137 || NDCG@5 Avg: 0.0877 || NDCG@10 Avg: 0.1130[0m
2023-09-17 10:51:08,243:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 10:51:54,104:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.861226 seconds ...[0m
2023-09-17 10:51:54,173:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.08722[0m
2023-09-17 10:51:54,174:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 10:51:54,174:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 10:52:39,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.150028 seconds ...[0m
2023-09-17 10:52:39,390:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.08628[0m
2023-09-17 10:52:39,390:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 10:52:39,390:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 10:53:25,016:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.625702 seconds ...[0m
2023-09-17 10:53:25,076:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.08586[0m
2023-09-17 10:53:25,077:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 10:53:25,077:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 10:54:10,617:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.539733 seconds ...[0m
2023-09-17 10:54:10,670:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.08601[0m
2023-09-17 10:54:10,670:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 10:54:10,670:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 10:54:56,217:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.546332 seconds ...[0m
2023-09-17 10:54:57,860:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.577771 seconds ...[0m
2023-09-17 10:54:57,860:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1164*** [0m
2023-09-17 10:54:57,864:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.08490[0m
2023-09-17 10:54:57,864:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0422 || HITRATE@5 Avg: 0.1397 || HITRATE@10 Avg: 0.2197 || NDCG@5 Avg: 0.0906 || NDCG@10 Avg: 0.1164[0m
2023-09-17 10:54:57,865:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 10:55:42,682:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.817057 seconds ...[0m
2023-09-17 10:55:42,745:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.08526[0m
2023-09-17 10:55:42,745:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 10:55:42,745:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 10:56:28,620:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.874702 seconds ...[0m
2023-09-17 10:56:28,676:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.08465[0m
2023-09-17 10:56:28,677:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 10:56:28,677:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 10:57:13,026:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.349080 seconds ...[0m
2023-09-17 10:57:13,079:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.08398[0m
2023-09-17 10:57:13,079:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 10:57:13,080:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 10:57:57,218:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.138053 seconds ...[0m
2023-09-17 10:57:57,271:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.08307[0m
2023-09-17 10:57:57,271:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 10:57:57,271:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 10:58:40,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.669729 seconds ...[0m
2023-09-17 10:58:42,633:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.637129 seconds ...[0m
2023-09-17 10:58:42,633:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.08321[0m
2023-09-17 10:58:42,633:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0406 || HITRATE@5 Avg: 0.1379 || HITRATE@10 Avg: 0.2185 || NDCG@5 Avg: 0.0890 || NDCG@10 Avg: 0.1147[0m
2023-09-17 10:58:42,633:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 10:59:26,670:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.036054 seconds ...[0m
2023-09-17 10:59:26,736:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.08348[0m
2023-09-17 10:59:26,736:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 10:59:26,736:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 11:00:11,631:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.894431 seconds ...[0m
2023-09-17 11:00:11,682:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.08219[0m
2023-09-17 11:00:11,683:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 11:00:11,683:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 11:00:58,732:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.049546 seconds ...[0m
2023-09-17 11:00:58,799:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.08205[0m
2023-09-17 11:00:58,799:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 11:00:58,799:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 11:01:45,843:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.043591 seconds ...[0m
2023-09-17 11:01:45,898:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.08162[0m
2023-09-17 11:01:45,898:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 11:01:45,898:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 11:02:31,836:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.937833 seconds ...[0m
2023-09-17 11:02:33,443:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.554815 seconds ...[0m
2023-09-17 11:02:33,444:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1238*** [0m
2023-09-17 11:02:33,448:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.08103[0m
2023-09-17 11:02:33,448:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0427 || HITRATE@5 Avg: 0.1483 || HITRATE@10 Avg: 0.2361 || NDCG@5 Avg: 0.0955 || NDCG@10 Avg: 0.1238[0m
2023-09-17 11:02:33,448:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 11:03:17,674:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.225619 seconds ...[0m
2023-09-17 11:03:17,727:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.08143[0m
2023-09-17 11:03:17,727:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 11:03:17,727:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 11:04:03,063:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.335371 seconds ...[0m
2023-09-17 11:04:03,125:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.08075[0m
2023-09-17 11:04:03,125:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 11:04:03,125:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 11:04:49,892:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.766191 seconds ...[0m
2023-09-17 11:04:49,945:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.08071[0m
2023-09-17 11:04:49,945:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 11:04:49,945:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 11:05:35,266:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.320291 seconds ...[0m
2023-09-17 11:05:35,324:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.08052[0m
2023-09-17 11:05:35,324:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 11:05:35,324:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 11:06:19,506:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.181763 seconds ...[0m
2023-09-17 11:06:21,186:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.623530 seconds ...[0m
2023-09-17 11:06:21,187:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.08005[0m
2023-09-17 11:06:21,187:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0412 || HITRATE@5 Avg: 0.1430 || HITRATE@10 Avg: 0.2301 || NDCG@5 Avg: 0.0914 || NDCG@10 Avg: 0.1193[0m
2023-09-17 11:06:21,187:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 11:07:04,860:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.672820 seconds ...[0m
2023-09-17 11:07:04,913:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.07978[0m
2023-09-17 11:07:04,913:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 11:07:04,913:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 11:07:48,982:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.068878 seconds ...[0m
2023-09-17 11:07:49,035:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.07989[0m
2023-09-17 11:07:49,035:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 11:07:49,035:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 11:08:32,484:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.448873 seconds ...[0m
2023-09-17 11:08:32,541:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.07970[0m
2023-09-17 11:08:32,541:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 11:08:32,541:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 11:09:15,739:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.198279 seconds ...[0m
2023-09-17 11:09:15,796:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.07909[0m
2023-09-17 11:09:15,797:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 11:09:15,797:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 11:10:01,527:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.729986 seconds ...[0m
2023-09-17 11:10:03,193:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.612842 seconds ...[0m
2023-09-17 11:10:03,193:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1262*** [0m
2023-09-17 11:10:03,197:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.07904[0m
2023-09-17 11:10:03,198:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0435 || HITRATE@5 Avg: 0.1508 || HITRATE@10 Avg: 0.2392 || NDCG@5 Avg: 0.0978 || NDCG@10 Avg: 0.1262[0m
2023-09-17 11:10:03,198:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 11:10:49,014:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.816130 seconds ...[0m
2023-09-17 11:10:49,067:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.07889[0m
2023-09-17 11:10:49,067:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 11:10:49,067:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 11:11:32,843:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.775548 seconds ...[0m
2023-09-17 11:11:32,896:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.07857[0m
2023-09-17 11:11:32,896:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 11:11:32,897:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 11:12:16,530:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.633480 seconds ...[0m
2023-09-17 11:12:16,583:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.07843[0m
2023-09-17 11:12:16,583:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 11:12:16,583:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 11:13:02,975:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.391373 seconds ...[0m
2023-09-17 11:13:03,030:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.07873[0m
2023-09-17 11:13:03,030:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 11:13:03,030:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 11:13:50,992:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.961998 seconds ...[0m
2023-09-17 11:13:52,624:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.576619 seconds ...[0m
2023-09-17 11:13:52,624:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1268*** [0m
2023-09-17 11:13:52,628:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.07811[0m
2023-09-17 11:13:52,628:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0447 || HITRATE@5 Avg: 0.1493 || HITRATE@10 Avg: 0.2411 || NDCG@5 Avg: 0.0973 || NDCG@10 Avg: 0.1268[0m
2023-09-17 11:13:52,628:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 11:14:38,528:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.898933 seconds ...[0m
2023-09-17 11:14:38,602:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.07856[0m
2023-09-17 11:14:38,602:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 11:14:38,602:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 11:15:23,204:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.601759 seconds ...[0m
2023-09-17 11:15:23,268:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.07807[0m
2023-09-17 11:15:23,268:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 11:15:23,268:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 11:16:08,412:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.143821 seconds ...[0m
2023-09-17 11:16:08,466:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.07800[0m
2023-09-17 11:16:08,466:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 11:16:08,466:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 11:16:54,178:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.712147 seconds ...[0m
2023-09-17 11:16:54,233:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.07795[0m
2023-09-17 11:16:54,233:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 11:16:54,233:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 11:17:41,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.960719 seconds ...[0m
2023-09-17 11:17:42,875:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.619703 seconds ...[0m
2023-09-17 11:17:42,875:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.07740[0m
2023-09-17 11:17:42,875:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0445 || HITRATE@5 Avg: 0.1517 || HITRATE@10 Avg: 0.2394 || NDCG@5 Avg: 0.0977 || NDCG@10 Avg: 0.1258[0m
2023-09-17 11:17:42,875:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 11:18:31,211:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 48.335414 seconds ...[0m
2023-09-17 11:18:31,265:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.07675[0m
2023-09-17 11:18:31,265:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 11:18:31,265:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 11:19:16,721:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.455607 seconds ...[0m
2023-09-17 11:19:16,776:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.07699[0m
2023-09-17 11:19:16,776:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 11:19:16,776:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 11:20:01,368:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.591061 seconds ...[0m
2023-09-17 11:20:01,429:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.07641[0m
2023-09-17 11:20:01,429:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 11:20:01,429:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 11:20:46,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.676713 seconds ...[0m
2023-09-17 11:20:46,167:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.07724[0m
2023-09-17 11:20:46,167:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 11:20:46,167:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 11:21:31,564:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.396557 seconds ...[0m
2023-09-17 11:21:33,192:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.576151 seconds ...[0m
2023-09-17 11:21:33,193:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1298*** [0m
2023-09-17 11:21:33,196:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.07678[0m
2023-09-17 11:21:33,197:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1571 || HITRATE@10 Avg: 0.2467 || NDCG@5 Avg: 0.1009 || NDCG@10 Avg: 0.1298[0m
2023-09-17 11:21:33,197:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 11:22:18,915:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.717927 seconds ...[0m
2023-09-17 11:22:18,968:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.07591[0m
2023-09-17 11:22:18,969:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 11:22:18,969:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 11:23:04,891:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.921711 seconds ...[0m
2023-09-17 11:23:04,949:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.07592[0m
2023-09-17 11:23:04,949:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 11:23:04,949:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 11:23:50,855:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.905947 seconds ...[0m
2023-09-17 11:23:50,909:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.07585[0m
2023-09-17 11:23:50,909:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 11:23:50,910:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 11:24:37,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.558829 seconds ...[0m
2023-09-17 11:24:37,536:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.07621[0m
2023-09-17 11:24:37,537:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 11:24:37,537:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 11:25:24,522:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.985176 seconds ...[0m
2023-09-17 11:25:26,336:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.747361 seconds ...[0m
2023-09-17 11:25:26,337:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1309*** [0m
2023-09-17 11:25:26,343:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.07563[0m
2023-09-17 11:25:26,343:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1541 || HITRATE@10 Avg: 0.2485 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1309[0m
2023-09-17 11:25:26,343:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 11:26:14,282:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.938417 seconds ...[0m
2023-09-17 11:26:14,339:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.07603[0m
2023-09-17 11:26:14,339:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 11:26:14,339:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 11:27:00,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.648620 seconds ...[0m
2023-09-17 11:27:01,042:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.07577[0m
2023-09-17 11:27:01,042:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 11:27:01,042:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 11:27:48,089:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.046866 seconds ...[0m
2023-09-17 11:27:48,151:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.07553[0m
2023-09-17 11:27:48,151:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 11:27:48,151:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 11:28:35,138:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.986329 seconds ...[0m
2023-09-17 11:28:35,208:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.07534[0m
2023-09-17 11:28:35,208:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 11:28:35,208:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 11:29:20,962:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.753938 seconds ...[0m
2023-09-17 11:29:22,598:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.584157 seconds ...[0m
2023-09-17 11:29:22,599:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.07566[0m
2023-09-17 11:29:22,599:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0434 || HITRATE@5 Avg: 0.1558 || HITRATE@10 Avg: 0.2442 || NDCG@5 Avg: 0.0996 || NDCG@10 Avg: 0.1280[0m
2023-09-17 11:29:22,599:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 11:30:08,068:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.469090 seconds ...[0m
2023-09-17 11:30:08,135:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.07567[0m
2023-09-17 11:30:08,135:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 11:30:08,135:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 11:30:53,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.376160 seconds ...[0m
2023-09-17 11:30:53,572:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.07573[0m
2023-09-17 11:30:53,573:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 11:30:53,573:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 11:31:38,928:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.354824 seconds ...[0m
2023-09-17 11:31:38,981:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.07502[0m
2023-09-17 11:31:38,981:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 11:31:38,981:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 11:32:23,473:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.491924 seconds ...[0m
2023-09-17 11:32:23,534:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.07493[0m
2023-09-17 11:32:23,534:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 11:32:23,534:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 11:33:09,279:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.744401 seconds ...[0m
2023-09-17 11:33:10,866:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.533713 seconds ...[0m
2023-09-17 11:33:10,866:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1314*** [0m
2023-09-17 11:33:10,870:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.07493[0m
2023-09-17 11:33:10,870:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0449 || HITRATE@5 Avg: 0.1571 || HITRATE@10 Avg: 0.2505 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1314[0m
2023-09-17 11:33:10,871:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 11:33:56,355:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.484520 seconds ...[0m
2023-09-17 11:33:56,407:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.07522[0m
2023-09-17 11:33:56,407:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 11:33:56,407:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 11:34:42,203:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.795295 seconds ...[0m
2023-09-17 11:34:42,263:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.07464[0m
2023-09-17 11:34:42,263:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 11:34:42,263:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 11:35:27,572:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.309053 seconds ...[0m
2023-09-17 11:35:27,624:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.07368[0m
2023-09-17 11:35:27,625:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 11:35:27,625:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 11:36:14,312:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.686810 seconds ...[0m
2023-09-17 11:36:14,364:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.07430[0m
2023-09-17 11:36:14,364:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 11:36:14,364:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 11:37:00,730:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.365470 seconds ...[0m
2023-09-17 11:37:02,453:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.664218 seconds ...[0m
2023-09-17 11:37:02,454:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1317*** [0m
2023-09-17 11:37:02,463:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.07384[0m
2023-09-17 11:37:02,463:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0464 || HITRATE@5 Avg: 0.1596 || HITRATE@10 Avg: 0.2495 || NDCG@5 Avg: 0.1029 || NDCG@10 Avg: 0.1317[0m
2023-09-17 11:37:02,463:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 11:37:49,371:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.907343 seconds ...[0m
2023-09-17 11:37:49,426:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.07438[0m
2023-09-17 11:37:49,427:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 11:37:49,427:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 11:38:35,798:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.370850 seconds ...[0m
2023-09-17 11:38:35,867:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.07435[0m
2023-09-17 11:38:35,867:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 11:38:35,867:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 11:39:22,252:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.384760 seconds ...[0m
2023-09-17 11:39:22,308:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.07381[0m
2023-09-17 11:39:22,308:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 11:39:22,308:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 11:40:09,799:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.490366 seconds ...[0m
2023-09-17 11:40:09,853:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.07321[0m
2023-09-17 11:40:09,853:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 11:40:09,853:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 11:40:56,564:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.710269 seconds ...[0m
2023-09-17 11:40:58,292:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.668726 seconds ...[0m
2023-09-17 11:40:58,292:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1319*** [0m
2023-09-17 11:40:58,296:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.07380[0m
2023-09-17 11:40:58,296:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1621 || HITRATE@10 Avg: 0.2475 || NDCG@5 Avg: 0.1044 || NDCG@10 Avg: 0.1319[0m
2023-09-17 11:40:58,296:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 11:41:43,626:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.329149 seconds ...[0m
2023-09-17 11:41:43,693:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.07404[0m
2023-09-17 11:41:43,694:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 11:41:43,694:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 11:42:27,606:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.911950 seconds ...[0m
2023-09-17 11:42:27,660:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.07384[0m
2023-09-17 11:42:27,660:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 11:42:27,660:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 11:43:11,787:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.126683 seconds ...[0m
2023-09-17 11:43:11,851:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.07328[0m
2023-09-17 11:43:11,852:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 11:43:11,852:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 11:43:56,579:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.726879 seconds ...[0m
2023-09-17 11:43:56,632:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.07367[0m
2023-09-17 11:43:56,632:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 11:43:56,632:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 11:44:40,913:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.280362 seconds ...[0m
2023-09-17 11:44:42,565:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.599203 seconds ...[0m
2023-09-17 11:44:42,565:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1357*** [0m
2023-09-17 11:44:42,569:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.07321[0m
2023-09-17 11:44:42,569:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1644 || HITRATE@10 Avg: 0.2536 || NDCG@5 Avg: 0.1069 || NDCG@10 Avg: 0.1357[0m
2023-09-17 11:44:42,569:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 11:45:26,658:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.088551 seconds ...[0m
2023-09-17 11:45:26,713:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.07360[0m
2023-09-17 11:45:26,713:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 11:45:26,713:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 11:46:10,901:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.187574 seconds ...[0m
2023-09-17 11:46:10,955:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.07294[0m
2023-09-17 11:46:10,955:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 11:46:10,955:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 11:46:54,658:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.702843 seconds ...[0m
2023-09-17 11:46:54,711:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.07302[0m
2023-09-17 11:46:54,711:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 11:46:54,711:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 11:47:39,137:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.425453 seconds ...[0m
2023-09-17 11:47:39,195:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.07327[0m
2023-09-17 11:47:39,196:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 11:47:39,196:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 11:48:23,538:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.342525 seconds ...[0m
2023-09-17 11:48:25,179:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.586892 seconds ...[0m
2023-09-17 11:48:25,179:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.07294[0m
2023-09-17 11:48:25,179:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1618 || HITRATE@10 Avg: 0.2502 || NDCG@5 Avg: 0.1052 || NDCG@10 Avg: 0.1336[0m
2023-09-17 11:48:25,179:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 11:49:09,170:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.990740 seconds ...[0m
2023-09-17 11:49:09,223:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.07257[0m
2023-09-17 11:49:09,223:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 11:49:09,223:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 11:49:54,108:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.884871 seconds ...[0m
2023-09-17 11:49:54,162:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.07289[0m
2023-09-17 11:49:54,162:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 11:49:54,162:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 11:50:38,927:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.764358 seconds ...[0m
2023-09-17 11:50:38,980:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.07211[0m
2023-09-17 11:50:38,981:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 11:50:38,981:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 11:51:23,620:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.639158 seconds ...[0m
2023-09-17 11:51:23,674:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.07323[0m
2023-09-17 11:51:23,674:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 11:51:23,674:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 11:52:08,900:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.225659 seconds ...[0m
2023-09-17 11:52:10,580:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.626384 seconds ...[0m
2023-09-17 11:52:10,581:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.07292[0m
2023-09-17 11:52:10,581:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1634 || HITRATE@10 Avg: 0.2522 || NDCG@5 Avg: 0.1058 || NDCG@10 Avg: 0.1344[0m
2023-09-17 11:52:10,581:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 11:52:56,821:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.240228 seconds ...[0m
2023-09-17 11:52:56,876:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.07233[0m
2023-09-17 11:52:56,876:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 11:52:56,876:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 11:53:43,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.165906 seconds ...[0m
2023-09-17 11:53:43,096:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.07271[0m
2023-09-17 11:53:43,096:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 11:53:43,096:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 11:54:28,401:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.304725 seconds ...[0m
2023-09-17 11:54:28,455:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.07255[0m
2023-09-17 11:54:28,455:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 11:54:28,455:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 11:55:12,872:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.417260 seconds ...[0m
2023-09-17 11:55:12,926:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.07301[0m
2023-09-17 11:55:12,926:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 11:55:12,927:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 11:55:59,395:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.467793 seconds ...[0m
2023-09-17 11:56:01,209:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.759898 seconds ...[0m
2023-09-17 11:56:01,209:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.07220[0m
2023-09-17 11:56:01,210:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1627 || HITRATE@10 Avg: 0.2550 || NDCG@5 Avg: 0.1052 || NDCG@10 Avg: 0.1348[0m
2023-09-17 11:56:01,210:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 11:56:48,037:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.827170 seconds ...[0m
2023-09-17 11:56:48,091:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.07288[0m
2023-09-17 11:56:48,091:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 11:56:48,091:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 11:57:32,522:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.430968 seconds ...[0m
2023-09-17 11:57:32,576:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.07268[0m
2023-09-17 11:57:32,576:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 11:57:32,576:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 11:58:18,635:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.059038 seconds ...[0m
2023-09-17 11:58:18,698:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.07187[0m
2023-09-17 11:58:18,698:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 11:58:18,699:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 11:59:05,310:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.611296 seconds ...[0m
2023-09-17 11:59:05,364:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.07205[0m
2023-09-17 11:59:05,365:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 11:59:05,365:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 11:59:52,476:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.110821 seconds ...[0m
2023-09-17 11:59:54,284:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.747141 seconds ...[0m
2023-09-17 11:59:54,285:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.07228[0m
2023-09-17 11:59:54,285:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1624 || HITRATE@10 Avg: 0.2540 || NDCG@5 Avg: 0.1037 || NDCG@10 Avg: 0.1331[0m
2023-09-17 11:59:54,285:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 12:00:41,420:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.134644 seconds ...[0m
2023-09-17 12:00:41,477:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.07234[0m
2023-09-17 12:00:41,477:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 12:00:41,477:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 12:01:28,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.716768 seconds ...[0m
2023-09-17 12:01:28,248:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.07262[0m
2023-09-17 12:01:28,249:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 12:01:28,249:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 12:02:15,576:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.327240 seconds ...[0m
2023-09-17 12:02:15,632:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.07196[0m
2023-09-17 12:02:15,632:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 12:02:15,632:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 12:03:01,219:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.586147 seconds ...[0m
2023-09-17 12:03:01,272:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.07128[0m
2023-09-17 12:03:01,272:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 12:03:01,272:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 12:03:47,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.707419 seconds ...[0m
2023-09-17 12:03:49,566:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.532192 seconds ...[0m
2023-09-17 12:03:49,566:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.07162[0m
2023-09-17 12:03:49,566:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1641 || HITRATE@10 Avg: 0.2522 || NDCG@5 Avg: 0.1067 || NDCG@10 Avg: 0.1351[0m
2023-09-17 12:03:49,567:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 12:04:36,912:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.344677 seconds ...[0m
2023-09-17 12:04:36,966:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.07150[0m
2023-09-17 12:04:36,966:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 12:04:36,966:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 12:05:23,974:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.007403 seconds ...[0m
2023-09-17 12:05:24,030:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.07161[0m
2023-09-17 12:05:24,030:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 12:05:24,030:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 12:06:11,725:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.694307 seconds ...[0m
2023-09-17 12:06:11,784:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.07145[0m
2023-09-17 12:06:11,784:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 12:06:11,784:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 12:06:58,177:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.392286 seconds ...[0m
2023-09-17 12:06:58,237:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.07183[0m
2023-09-17 12:06:58,237:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 12:06:58,237:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 12:07:45,642:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.404689 seconds ...[0m
2023-09-17 12:07:47,320:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.612401 seconds ...[0m
2023-09-17 12:07:47,320:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.07131[0m
2023-09-17 12:07:47,321:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1675 || HITRATE@10 Avg: 0.2535 || NDCG@5 Avg: 0.1072 || NDCG@10 Avg: 0.1347[0m
2023-09-17 12:07:47,321:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 12:08:34,782:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.461035 seconds ...[0m
2023-09-17 12:08:34,835:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.07150[0m
2023-09-17 12:08:34,835:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 12:08:34,835:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 12:09:20,685:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.850360 seconds ...[0m
2023-09-17 12:09:20,750:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.07153[0m
2023-09-17 12:09:20,750:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 12:09:20,750:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 12:10:07,999:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.249144 seconds ...[0m
2023-09-17 12:10:08,073:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.07137[0m
2023-09-17 12:10:08,074:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 12:10:08,074:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 12:10:55,044:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.969986 seconds ...[0m
2023-09-17 12:10:55,101:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.07084[0m
2023-09-17 12:10:55,101:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 12:10:55,101:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 12:11:43,053:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.952056 seconds ...[0m
2023-09-17 12:11:44,826:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.718247 seconds ...[0m
2023-09-17 12:11:44,826:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1387*** [0m
2023-09-17 12:11:44,831:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.07100[0m
2023-09-17 12:11:44,831:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1674 || HITRATE@10 Avg: 0.2632 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1387[0m
2023-09-17 12:11:44,831:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 12:12:31,224:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.392183 seconds ...[0m
2023-09-17 12:12:31,279:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.07128[0m
2023-09-17 12:12:31,279:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 12:12:31,279:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 12:13:16,144:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.864647 seconds ...[0m
2023-09-17 12:13:16,205:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.07075[0m
2023-09-17 12:13:16,205:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 12:13:16,205:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 12:14:00,935:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.729681 seconds ...[0m
2023-09-17 12:14:00,989:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.07102[0m
2023-09-17 12:14:00,989:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 12:14:00,989:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 12:14:47,202:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.212529 seconds ...[0m
2023-09-17 12:14:47,256:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.07028[0m
2023-09-17 12:14:47,256:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 12:14:47,256:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 12:15:35,232:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.975416 seconds ...[0m
2023-09-17 12:15:36,872:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.585976 seconds ...[0m
2023-09-17 12:15:36,872:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1391*** [0m
2023-09-17 12:15:36,876:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.07110[0m
2023-09-17 12:15:36,876:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1699 || HITRATE@10 Avg: 0.2606 || NDCG@5 Avg: 0.1097 || NDCG@10 Avg: 0.1391[0m
2023-09-17 12:15:36,877:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 12:16:24,746:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.869013 seconds ...[0m
2023-09-17 12:16:24,823:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.07110[0m
2023-09-17 12:16:24,823:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 12:16:24,823:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 12:17:09,807:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.983462 seconds ...[0m
2023-09-17 12:17:09,861:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.07007[0m
2023-09-17 12:17:09,861:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 12:17:09,862:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 12:17:54,279:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.417603 seconds ...[0m
2023-09-17 12:17:54,333:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.07035[0m
2023-09-17 12:17:54,333:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 12:17:54,333:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 12:18:38,232:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.898808 seconds ...[0m
2023-09-17 12:18:38,285:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.06977[0m
2023-09-17 12:18:38,285:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 12:18:38,285:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 12:19:23,525:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.239162 seconds ...[0m
2023-09-17 12:19:25,213:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.621236 seconds ...[0m
2023-09-17 12:19:25,213:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1403*** [0m
2023-09-17 12:19:25,220:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.07108[0m
2023-09-17 12:19:25,220:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1692 || HITRATE@10 Avg: 0.2578 || NDCG@5 Avg: 0.1120 || NDCG@10 Avg: 0.1403[0m
2023-09-17 12:19:25,220:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 12:20:12,897:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.676389 seconds ...[0m
2023-09-17 12:20:12,960:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.07119[0m
2023-09-17 12:20:12,960:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 12:20:12,960:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 12:21:00,313:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.353398 seconds ...[0m
2023-09-17 12:21:00,368:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.07085[0m
2023-09-17 12:21:00,369:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 12:21:00,369:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 12:21:46,927:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.557713 seconds ...[0m
2023-09-17 12:21:46,998:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.07007[0m
2023-09-17 12:21:46,998:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 12:21:46,998:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 12:22:31,416:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.417374 seconds ...[0m
2023-09-17 12:22:31,477:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.07172[0m
2023-09-17 12:22:31,477:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 12:22:31,477:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 12:23:17,442:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.964432 seconds ...[0m
2023-09-17 12:23:19,046:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.548792 seconds ...[0m
2023-09-17 12:23:19,046:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1436*** [0m
2023-09-17 12:23:19,050:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.07097[0m
2023-09-17 12:23:19,051:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1730 || HITRATE@10 Avg: 0.2680 || NDCG@5 Avg: 0.1129 || NDCG@10 Avg: 0.1436[0m
2023-09-17 12:23:19,051:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 12:24:04,424:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.372683 seconds ...[0m
2023-09-17 12:24:04,476:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.06988[0m
2023-09-17 12:24:04,477:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 12:24:04,477:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 12:24:50,789:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.312211 seconds ...[0m
2023-09-17 12:24:50,843:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.07028[0m
2023-09-17 12:24:50,844:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 12:24:50,844:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 12:25:38,549:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.705488 seconds ...[0m
2023-09-17 12:25:38,606:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.07060[0m
2023-09-17 12:25:38,606:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 12:25:38,606:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 12:26:24,206:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.599379 seconds ...[0m
2023-09-17 12:26:24,264:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.07015[0m
2023-09-17 12:26:24,265:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 12:26:24,265:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 12:27:11,215:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.949974 seconds ...[0m
2023-09-17 12:27:12,901:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.632576 seconds ...[0m
2023-09-17 12:27:12,901:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.07101[0m
2023-09-17 12:27:12,901:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1664 || HITRATE@10 Avg: 0.2594 || NDCG@5 Avg: 0.1083 || NDCG@10 Avg: 0.1383[0m
2023-09-17 12:27:12,901:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 12:27:58,784:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.881935 seconds ...[0m
2023-09-17 12:27:58,837:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.07019[0m
2023-09-17 12:27:58,837:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 12:27:58,837:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 12:28:46,204:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.366677 seconds ...[0m
2023-09-17 12:28:46,263:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.07056[0m
2023-09-17 12:28:46,263:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 12:28:46,263:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 12:29:31,926:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.662641 seconds ...[0m
2023-09-17 12:29:31,980:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.07038[0m
2023-09-17 12:29:31,980:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 12:29:31,980:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 12:30:16,538:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.556890 seconds ...[0m
2023-09-17 12:30:16,591:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.06984[0m
2023-09-17 12:30:16,591:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 12:30:16,591:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 12:31:00,234:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.641854 seconds ...[0m
2023-09-17 12:31:01,893:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.605866 seconds ...[0m
2023-09-17 12:31:01,894:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.07113[0m
2023-09-17 12:31:01,894:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1631 || HITRATE@10 Avg: 0.2568 || NDCG@5 Avg: 0.1065 || NDCG@10 Avg: 0.1368[0m
2023-09-17 12:31:01,894:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 12:31:45,515:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.620779 seconds ...[0m
2023-09-17 12:31:45,568:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.07054[0m
2023-09-17 12:31:45,568:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 12:31:45,568:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 12:32:30,696:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.128099 seconds ...[0m
2023-09-17 12:32:30,751:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.07027[0m
2023-09-17 12:32:30,751:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 12:32:30,751:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 12:33:15,295:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.543431 seconds ...[0m
2023-09-17 12:33:15,352:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.06994[0m
2023-09-17 12:33:15,352:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 12:33:15,352:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 12:34:02,605:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.252871 seconds ...[0m
2023-09-17 12:34:02,659:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.07001[0m
2023-09-17 12:34:02,659:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 12:34:02,659:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 12:34:47,760:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.100866 seconds ...[0m
2023-09-17 12:34:49,421:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.606540 seconds ...[0m
2023-09-17 12:34:49,421:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.06934[0m
2023-09-17 12:34:49,421:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1712 || HITRATE@10 Avg: 0.2644 || NDCG@5 Avg: 0.1103 || NDCG@10 Avg: 0.1403[0m
2023-09-17 12:34:49,421:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 12:35:34,943:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.521359 seconds ...[0m
2023-09-17 12:35:34,996:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.06979[0m
2023-09-17 12:35:34,997:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 12:35:34,997:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 12:36:20,288:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.290901 seconds ...[0m
2023-09-17 12:36:20,340:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.07090[0m
2023-09-17 12:36:20,340:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 12:36:20,340:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 12:37:05,688:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.347886 seconds ...[0m
2023-09-17 12:37:05,741:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.07057[0m
2023-09-17 12:37:05,742:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 12:37:05,742:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 12:37:50,439:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.697384 seconds ...[0m
2023-09-17 12:37:50,498:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.06962[0m
2023-09-17 12:37:50,499:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 12:37:50,499:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 12:38:35,744:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.244928 seconds ...[0m
2023-09-17 12:38:37,358:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.557268 seconds ...[0m
2023-09-17 12:38:37,358:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.06954[0m
2023-09-17 12:38:37,358:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0445 || HITRATE@5 Avg: 0.1672 || HITRATE@10 Avg: 0.2588 || NDCG@5 Avg: 0.1067 || NDCG@10 Avg: 0.1362[0m
2023-09-17 12:38:37,358:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 12:39:22,704:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.345866 seconds ...[0m
2023-09-17 12:39:22,759:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.06997[0m
2023-09-17 12:39:22,759:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 12:39:22,759:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 12:40:08,872:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.113264 seconds ...[0m
2023-09-17 12:40:08,941:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.06936[0m
2023-09-17 12:40:08,941:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 12:40:08,942:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 12:40:55,666:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.724355 seconds ...[0m
2023-09-17 12:40:55,727:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.06912[0m
2023-09-17 12:40:55,728:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 12:40:55,728:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 12:41:43,142:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.413716 seconds ...[0m
2023-09-17 12:41:43,197:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.06970[0m
2023-09-17 12:41:43,197:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 12:41:43,197:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 12:42:27,990:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.793083 seconds ...[0m
2023-09-17 12:42:29,635:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.584303 seconds ...[0m
2023-09-17 12:42:29,635:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.06956[0m
2023-09-17 12:42:29,636:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0462 || HITRATE@5 Avg: 0.1704 || HITRATE@10 Avg: 0.2613 || NDCG@5 Avg: 0.1085 || NDCG@10 Avg: 0.1378[0m
2023-09-17 12:42:29,636:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 12:43:15,462:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.826217 seconds ...[0m
2023-09-17 12:43:15,517:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.06951[0m
2023-09-17 12:43:15,517:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 12:43:15,517:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 12:44:01,933:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.415221 seconds ...[0m
2023-09-17 12:44:01,993:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.07041[0m
2023-09-17 12:44:01,994:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 12:44:01,994:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 12:44:49,113:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.118865 seconds ...[0m
2023-09-17 12:44:49,178:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.06899[0m
2023-09-17 12:44:49,178:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 12:44:49,178:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 12:45:36,945:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.766943 seconds ...[0m
2023-09-17 12:45:36,998:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.06921[0m
2023-09-17 12:45:36,998:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 12:45:36,999:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 12:46:22,801:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.802020 seconds ...[0m
2023-09-17 12:46:24,479:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.621387 seconds ...[0m
2023-09-17 12:46:24,479:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.06941[0m
2023-09-17 12:46:24,479:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0487 || HITRATE@5 Avg: 0.1677 || HITRATE@10 Avg: 0.2652 || NDCG@5 Avg: 0.1078 || NDCG@10 Avg: 0.1392[0m
2023-09-17 12:46:24,479:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 12:47:09,941:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.461468 seconds ...[0m
2023-09-17 12:47:09,997:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.06912[0m
2023-09-17 12:47:09,997:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 12:47:09,997:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 12:47:57,350:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.352700 seconds ...[0m
2023-09-17 12:47:57,411:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.06941[0m
2023-09-17 12:47:57,412:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 12:47:57,412:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 12:48:42,799:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.387451 seconds ...[0m
2023-09-17 12:48:42,853:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.06951[0m
2023-09-17 12:48:42,853:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 12:48:42,853:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 12:49:29,416:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.563098 seconds ...[0m
2023-09-17 12:49:29,476:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.06960[0m
2023-09-17 12:49:29,477:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 12:49:29,477:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 12:50:14,856:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.379347 seconds ...[0m
2023-09-17 12:50:16,482:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.572478 seconds ...[0m
2023-09-17 12:50:16,483:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.06901[0m
2023-09-17 12:50:16,483:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1694 || HITRATE@10 Avg: 0.2560 || NDCG@5 Avg: 0.1088 || NDCG@10 Avg: 0.1366[0m
2023-09-17 12:50:16,483:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 12:51:03,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.878270 seconds ...[0m
2023-09-17 12:51:03,422:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.06961[0m
2023-09-17 12:51:03,422:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 12:51:03,422:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 12:51:50,377:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.954803 seconds ...[0m
2023-09-17 12:51:50,431:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.06844[0m
2023-09-17 12:51:50,431:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 12:51:50,431:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 12:52:36,528:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.096899 seconds ...[0m
2023-09-17 12:52:36,597:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.06917[0m
2023-09-17 12:52:36,597:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 12:52:36,597:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 12:53:21,911:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.313084 seconds ...[0m
2023-09-17 12:53:21,964:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.06887[0m
2023-09-17 12:53:21,964:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 12:53:21,964:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 12:54:07,282:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.318062 seconds ...[0m
2023-09-17 12:54:08,933:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.593138 seconds ...[0m
2023-09-17 12:54:08,933:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.06984[0m
2023-09-17 12:54:08,933:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1735 || HITRATE@10 Avg: 0.2606 || NDCG@5 Avg: 0.1127 || NDCG@10 Avg: 0.1407[0m
2023-09-17 12:54:08,933:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 12:54:54,970:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.036525 seconds ...[0m
2023-09-17 12:54:55,023:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.06905[0m
2023-09-17 12:54:55,024:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 12:54:55,024:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 12:55:40,270:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.246316 seconds ...[0m
2023-09-17 12:55:40,326:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.06857[0m
2023-09-17 12:55:40,326:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 12:55:40,327:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 12:56:25,456:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.128959 seconds ...[0m
2023-09-17 12:56:25,510:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.06880[0m
2023-09-17 12:56:25,510:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 12:56:25,510:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 12:57:11,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.999802 seconds ...[0m
2023-09-17 12:57:11,573:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.06880[0m
2023-09-17 12:57:11,573:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 12:57:11,574:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 12:57:57,176:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.602275 seconds ...[0m
2023-09-17 12:57:58,757:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.523385 seconds ...[0m
2023-09-17 12:57:58,758:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.06943[0m
2023-09-17 12:57:58,758:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0442 || HITRATE@5 Avg: 0.1657 || HITRATE@10 Avg: 0.2568 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1349[0m
2023-09-17 12:57:58,758:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 12:58:45,738:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.980056 seconds ...[0m
2023-09-17 12:58:45,798:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.06882[0m
2023-09-17 12:58:45,798:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 12:58:45,798:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 12:59:33,595:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.795945 seconds ...[0m
2023-09-17 12:59:33,660:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.06947[0m
2023-09-17 12:59:33,661:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 12:59:33,661:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 13:00:19,824:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.163573 seconds ...[0m
2023-09-17 13:00:19,893:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.06878[0m
2023-09-17 13:00:20,060:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 13:00:20,060:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 13:01:05,170:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.110443 seconds ...[0m
2023-09-17 13:01:05,251:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.06909[0m
2023-09-17 13:01:05,252:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 13:01:05,252:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 13:01:50,411:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.158867 seconds ...[0m
2023-09-17 13:01:52,022:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.549450 seconds ...[0m
2023-09-17 13:01:52,022:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.06877[0m
2023-09-17 13:01:52,022:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0535 || HITRATE@5 Avg: 0.1692 || HITRATE@10 Avg: 0.2609 || NDCG@5 Avg: 0.1122 || NDCG@10 Avg: 0.1416[0m
2023-09-17 13:01:52,022:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 13:02:38,200:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.178015 seconds ...[0m
2023-09-17 13:02:38,258:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.06922[0m
2023-09-17 13:02:38,259:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 13:02:38,259:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 13:03:25,164:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.904885 seconds ...[0m
2023-09-17 13:03:25,225:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.06914[0m
2023-09-17 13:03:25,225:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 13:03:25,225:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 13:04:12,001:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.775827 seconds ...[0m
2023-09-17 13:04:12,055:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.06858[0m
2023-09-17 13:04:12,055:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 13:04:12,055:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 13:04:57,623:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.568104 seconds ...[0m
2023-09-17 13:04:57,676:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.06852[0m
2023-09-17 13:04:57,677:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 13:04:57,677:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 13:05:42,657:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.980223 seconds ...[0m
2023-09-17 13:05:44,390:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.678713 seconds ...[0m
2023-09-17 13:05:44,391:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.06882[0m
2023-09-17 13:05:44,391:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1728 || HITRATE@10 Avg: 0.2666 || NDCG@5 Avg: 0.1114 || NDCG@10 Avg: 0.1416[0m
2023-09-17 13:05:44,391:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 13:06:30,515:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.122996 seconds ...[0m
2023-09-17 13:06:30,568:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.06913[0m
2023-09-17 13:06:30,568:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 13:06:30,568:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 13:07:16,003:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.434769 seconds ...[0m
2023-09-17 13:07:16,057:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.06870[0m
2023-09-17 13:07:16,057:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 13:07:16,057:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 13:08:01,377:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.319653 seconds ...[0m
2023-09-17 13:08:01,429:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.06846[0m
2023-09-17 13:08:01,430:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 13:08:01,430:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 13:08:46,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.838595 seconds ...[0m
2023-09-17 13:08:46,322:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.06854[0m
2023-09-17 13:08:46,322:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 13:08:46,322:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 13:09:31,556:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.233857 seconds ...[0m
2023-09-17 13:09:33,153:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.543545 seconds ...[0m
2023-09-17 13:09:33,153:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.06906[0m
2023-09-17 13:09:33,153:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1770 || HITRATE@10 Avg: 0.2656 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1422[0m
2023-09-17 13:09:33,153:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 13:10:18,309:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.155438 seconds ...[0m
2023-09-17 13:10:18,372:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.06841[0m
2023-09-17 13:10:18,372:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 13:10:18,372:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 13:11:03,603:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.230586 seconds ...[0m
2023-09-17 13:11:03,664:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.06832[0m
2023-09-17 13:11:03,665:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 13:11:03,665:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 13:11:49,445:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.780054 seconds ...[0m
2023-09-17 13:11:49,507:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.06835[0m
2023-09-17 13:11:49,507:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 13:11:49,507:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 13:12:35,427:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.919655 seconds ...[0m
2023-09-17 13:12:35,487:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.06849[0m
2023-09-17 13:12:35,487:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 13:12:35,487:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 13:13:20,880:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.392867 seconds ...[0m
2023-09-17 13:13:22,532:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.597417 seconds ...[0m
2023-09-17 13:13:22,533:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.06822[0m
2023-09-17 13:13:22,533:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1709 || HITRATE@10 Avg: 0.2636 || NDCG@5 Avg: 0.1120 || NDCG@10 Avg: 0.1419[0m
2023-09-17 13:13:22,533:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 13:14:08,039:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.505624 seconds ...[0m
2023-09-17 13:14:08,094:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.06808[0m
2023-09-17 13:14:08,094:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 13:14:08,094:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 13:14:55,495:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.400573 seconds ...[0m
2023-09-17 13:14:55,551:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.06848[0m
2023-09-17 13:14:55,551:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 13:14:55,551:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 13:15:42,758:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.206119 seconds ...[0m
2023-09-17 13:15:42,815:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.07000[0m
2023-09-17 13:15:42,815:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 13:15:42,815:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 13:16:29,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.375806 seconds ...[0m
2023-09-17 13:16:29,247:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.06869[0m
2023-09-17 13:16:29,247:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 13:16:29,248:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 13:17:15,242:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.994692 seconds ...[0m
2023-09-17 13:17:17,047:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.738799 seconds ...[0m
2023-09-17 13:17:17,047:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.1475*** [0m
2023-09-17 13:17:17,052:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.06777[0m
2023-09-17 13:17:17,052:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0576 || HITRATE@5 Avg: 0.1738 || HITRATE@10 Avg: 0.2700 || NDCG@5 Avg: 0.1165 || NDCG@10 Avg: 0.1475[0m
2023-09-17 13:17:17,052:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 13:18:02,414:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.361782 seconds ...[0m
2023-09-17 13:18:02,470:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.06843[0m
2023-09-17 13:18:02,470:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 13:18:02,470:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 13:18:48,497:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.026852 seconds ...[0m
2023-09-17 13:18:48,581:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06874[0m
2023-09-17 13:18:48,582:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 13:18:48,582:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 13:19:34,990:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.408225 seconds ...[0m
2023-09-17 13:19:35,048:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06808[0m
2023-09-17 13:19:35,048:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 13:19:35,048:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 13:20:20,942:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.894202 seconds ...[0m
2023-09-17 13:20:21,008:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06847[0m
2023-09-17 13:20:21,008:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 13:20:21,008:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 13:21:07,102:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.093318 seconds ...[0m
2023-09-17 13:21:08,926:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.752989 seconds ...[0m
2023-09-17 13:21:08,926:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06867[0m
2023-09-17 13:21:08,926:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0522 || HITRATE@5 Avg: 0.1742 || HITRATE@10 Avg: 0.2690 || NDCG@5 Avg: 0.1132 || NDCG@10 Avg: 0.1438[0m
2023-09-17 13:21:08,927:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 13:21:55,750:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.823716 seconds ...[0m
2023-09-17 13:21:55,808:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06789[0m
2023-09-17 13:21:55,808:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 13:21:55,808:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 13:22:43,707:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.898833 seconds ...[0m
2023-09-17 13:22:43,765:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06806[0m
2023-09-17 13:22:43,766:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 13:22:43,766:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 13:23:30,629:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.863319 seconds ...[0m
2023-09-17 13:23:30,701:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06784[0m
2023-09-17 13:23:30,701:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 13:23:30,701:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 13:24:17,728:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.026690 seconds ...[0m
2023-09-17 13:24:17,787:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06790[0m
2023-09-17 13:24:17,788:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 13:24:17,788:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 13:25:04,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.499566 seconds ...[0m
2023-09-17 13:25:06,096:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.753284 seconds ...[0m
2023-09-17 13:25:06,096:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06750[0m
2023-09-17 13:25:06,096:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1677 || HITRATE@10 Avg: 0.2599 || NDCG@5 Avg: 0.1097 || NDCG@10 Avg: 0.1394[0m
2023-09-17 13:25:06,096:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 13:25:53,426:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.329370 seconds ...[0m
2023-09-17 13:25:53,492:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06785[0m
2023-09-17 13:25:53,492:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 13:25:53,492:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 13:26:40,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.976626 seconds ...[0m
2023-09-17 13:26:40,527:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06804[0m
2023-09-17 13:26:40,527:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 13:26:40,527:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 13:27:27,274:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.747024 seconds ...[0m
2023-09-17 13:27:27,328:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06823[0m
2023-09-17 13:27:27,328:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 13:27:27,328:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 13:28:11,842:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.513307 seconds ...[0m
2023-09-17 13:28:11,900:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06807[0m
2023-09-17 13:28:11,900:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 13:28:11,900:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 13:28:58,288:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.387347 seconds ...[0m
2023-09-17 13:28:59,978:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.627051 seconds ...[0m
2023-09-17 13:28:59,979:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06843[0m
2023-09-17 13:28:59,979:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1725 || HITRATE@10 Avg: 0.2685 || NDCG@5 Avg: 0.1121 || NDCG@10 Avg: 0.1429[0m
2023-09-17 13:28:59,979:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 13:29:43,705:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.725559 seconds ...[0m
2023-09-17 13:29:43,766:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06782[0m
2023-09-17 13:29:43,766:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 13:29:43,766:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 13:30:27,662:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.896279 seconds ...[0m
2023-09-17 13:30:27,719:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06792[0m
2023-09-17 13:30:27,720:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 13:30:27,720:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 13:31:12,245:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.524885 seconds ...[0m
2023-09-17 13:31:12,299:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06837[0m
2023-09-17 13:31:12,299:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 13:31:12,299:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 13:31:56,458:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.159094 seconds ...[0m
2023-09-17 13:31:56,509:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06834[0m
2023-09-17 13:31:56,509:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 13:31:56,510:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 13:32:40,413:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.903683 seconds ...[0m
2023-09-17 13:32:42,002:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.535069 seconds ...[0m
2023-09-17 13:32:42,002:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06784[0m
2023-09-17 13:32:42,003:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1747 || HITRATE@10 Avg: 0.2656 || NDCG@5 Avg: 0.1132 || NDCG@10 Avg: 0.1425[0m
2023-09-17 13:32:42,003:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 13:33:25,236:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.232677 seconds ...[0m
2023-09-17 13:33:25,289:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06782[0m
2023-09-17 13:33:25,289:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 13:33:25,289:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 13:34:09,166:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.876344 seconds ...[0m
2023-09-17 13:34:09,219:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06765[0m
2023-09-17 13:34:09,219:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 13:34:09,219:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 13:34:52,933:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.714149 seconds ...[0m
2023-09-17 13:34:52,987:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06737[0m
2023-09-17 13:34:52,987:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 13:34:52,987:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 13:35:36,867:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.879008 seconds ...[0m
2023-09-17 13:35:36,924:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06748[0m
2023-09-17 13:35:36,924:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 13:35:36,924:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 13:36:20,765:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.840113 seconds ...[0m
2023-09-17 13:36:22,364:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.541514 seconds ...[0m
2023-09-17 13:36:22,364:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06859[0m
2023-09-17 13:36:22,364:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1747 || HITRATE@10 Avg: 0.2699 || NDCG@5 Avg: 0.1127 || NDCG@10 Avg: 0.1432[0m
2023-09-17 13:36:22,364:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 13:37:05,734:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.369412 seconds ...[0m
2023-09-17 13:37:05,797:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06824[0m
2023-09-17 13:37:05,797:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 13:37:05,797:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 13:37:49,187:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.389853 seconds ...[0m
2023-09-17 13:37:49,241:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06792[0m
2023-09-17 13:37:49,241:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 13:37:49,241:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 13:38:32,674:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.432580 seconds ...[0m
2023-09-17 13:38:32,727:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06795[0m
2023-09-17 13:38:32,727:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 13:38:32,727:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 13:39:16,487:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.760185 seconds ...[0m
2023-09-17 13:39:16,551:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06789[0m
2023-09-17 13:39:16,551:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 13:39:16,551:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 13:40:00,346:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.794726 seconds ...[0m
2023-09-17 13:40:02,011:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.610363 seconds ...[0m
2023-09-17 13:40:02,012:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06796[0m
2023-09-17 13:40:02,012:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0523 || HITRATE@5 Avg: 0.1770 || HITRATE@10 Avg: 0.2697 || NDCG@5 Avg: 0.1152 || NDCG@10 Avg: 0.1448[0m
2023-09-17 13:40:02,012:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 13:40:46,363:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.351257 seconds ...[0m
2023-09-17 13:40:46,421:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06815[0m
2023-09-17 13:40:46,421:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 13:40:46,421:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 13:41:31,025:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.603590 seconds ...[0m
2023-09-17 13:41:31,079:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06750[0m
2023-09-17 13:41:31,079:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 13:41:31,079:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 13:42:15,924:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.844388 seconds ...[0m
2023-09-17 13:42:15,978:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06800[0m
2023-09-17 13:42:15,978:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 13:42:15,979:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 13:43:01,213:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.234124 seconds ...[0m
2023-09-17 13:43:01,277:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06784[0m
2023-09-17 13:43:01,278:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 13:43:01,278:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 13:43:46,169:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.890833 seconds ...[0m
2023-09-17 13:43:47,807:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.584733 seconds ...[0m
2023-09-17 13:43:47,807:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06737[0m
2023-09-17 13:43:47,807:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1685 || HITRATE@10 Avg: 0.2623 || NDCG@5 Avg: 0.1102 || NDCG@10 Avg: 0.1404[0m
2023-09-17 13:43:47,807:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 13:44:31,571:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 43.763212 seconds ...[0m
2023-09-17 13:44:31,624:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06826[0m
2023-09-17 13:44:31,624:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 13:44:31,624:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 13:45:16,089:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.464454 seconds ...[0m
2023-09-17 13:45:16,153:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06780[0m
2023-09-17 13:45:16,153:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 13:45:16,153:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 13:46:00,431:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.277441 seconds ...[0m
2023-09-17 13:46:00,485:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06728[0m
2023-09-17 13:46:00,485:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 13:46:00,485:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 13:46:45,755:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.269183 seconds ...[0m
2023-09-17 13:46:45,820:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06785[0m
2023-09-17 13:46:45,821:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 13:46:45,821:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 13:47:32,627:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.805687 seconds ...[0m
2023-09-17 13:47:34,273:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.578786 seconds ...[0m
2023-09-17 13:47:34,273:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06753[0m
2023-09-17 13:47:34,273:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0467 || HITRATE@5 Avg: 0.1712 || HITRATE@10 Avg: 0.2666 || NDCG@5 Avg: 0.1093 || NDCG@10 Avg: 0.1400[0m
2023-09-17 13:47:34,274:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 13:48:21,833:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.559648 seconds ...[0m
2023-09-17 13:48:21,887:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06752[0m
2023-09-17 13:48:21,887:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 13:48:21,887:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 13:49:07,973:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.085347 seconds ...[0m
2023-09-17 13:49:08,029:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06767[0m
2023-09-17 13:49:08,029:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 13:49:08,029:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 13:49:54,916:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.886067 seconds ...[0m
2023-09-17 13:49:54,985:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06717[0m
2023-09-17 13:49:54,986:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 13:49:54,986:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 13:50:41,408:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.421990 seconds ...[0m
2023-09-17 13:50:41,473:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.06739[0m
2023-09-17 13:50:41,473:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 13:50:41,473:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 13:51:29,239:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.765497 seconds ...[0m
2023-09-17 13:51:31,042:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.741400 seconds ...[0m
2023-09-17 13:51:31,042:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.06762[0m
2023-09-17 13:51:31,042:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1702 || HITRATE@10 Avg: 0.2646 || NDCG@5 Avg: 0.1107 || NDCG@10 Avg: 0.1412[0m
2023-09-17 13:51:31,042:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 13:52:18,151:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.108045 seconds ...[0m
2023-09-17 13:52:18,219:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.06738[0m
2023-09-17 13:52:18,219:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 13:52:18,220:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 13:53:04,225:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.004727 seconds ...[0m
2023-09-17 13:53:04,286:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.06773[0m
2023-09-17 13:53:04,286:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 13:53:04,286:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 13:53:50,163:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.876048 seconds ...[0m
2023-09-17 13:53:50,223:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.06744[0m
2023-09-17 13:53:50,223:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 13:53:50,223:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 13:54:36,320:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.096009 seconds ...[0m
2023-09-17 13:54:36,381:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.06745[0m
2023-09-17 13:54:36,381:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 13:54:36,381:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 13:55:23,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.724810 seconds ...[0m
2023-09-17 13:55:24,920:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.757435 seconds ...[0m
2023-09-17 13:55:24,920:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.06707[0m
2023-09-17 13:55:24,920:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1770 || HITRATE@10 Avg: 0.2685 || NDCG@5 Avg: 0.1130 || NDCG@10 Avg: 0.1424[0m
2023-09-17 13:55:24,920:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 13:56:11,976:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.055429 seconds ...[0m
2023-09-17 13:56:12,046:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.06735[0m
2023-09-17 13:56:12,046:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 13:56:12,046:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 13:56:57,517:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.470219 seconds ...[0m
2023-09-17 13:56:57,599:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.06727[0m
2023-09-17 13:56:57,599:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 13:56:57,599:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 13:57:45,161:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.560959 seconds ...[0m
2023-09-17 13:57:45,224:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.06726[0m
2023-09-17 13:57:45,224:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 13:57:45,224:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 13:58:32,577:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 47.352652 seconds ...[0m
2023-09-17 13:58:32,636:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.06725[0m
2023-09-17 13:58:32,636:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 13:58:32,637:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 13:59:18,977:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.340168 seconds ...[0m
2023-09-17 13:59:20,777:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.744379 seconds ...[0m
2023-09-17 13:59:20,778:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.06750[0m
2023-09-17 13:59:20,778:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0561 || HITRATE@5 Avg: 0.1760 || HITRATE@10 Avg: 0.2684 || NDCG@5 Avg: 0.1158 || NDCG@10 Avg: 0.1455[0m
2023-09-17 13:59:20,778:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 14:00:07,535:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.756965 seconds ...[0m
2023-09-17 14:00:07,593:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.06737[0m
2023-09-17 14:00:07,593:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 14:00:07,593:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 14:00:52,945:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.352029 seconds ...[0m
2023-09-17 14:00:53,014:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.06732[0m
2023-09-17 14:00:53,014:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 14:00:53,014:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 14:01:39,083:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.068864 seconds ...[0m
2023-09-17 14:01:39,141:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.06744[0m
2023-09-17 14:01:39,141:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 14:01:39,141:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 14:02:25,478:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.336230 seconds ...[0m
2023-09-17 14:02:25,539:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.06720[0m
2023-09-17 14:02:25,539:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 14:02:25,539:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 14:03:10,994:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.454078 seconds ...[0m
2023-09-17 14:03:12,891:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.842415 seconds ...[0m
2023-09-17 14:03:12,892:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.06767[0m
2023-09-17 14:03:12,892:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1740 || HITRATE@10 Avg: 0.2634 || NDCG@5 Avg: 0.1115 || NDCG@10 Avg: 0.1403[0m
2023-09-17 14:03:12,892:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 14:03:59,173:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.281324 seconds ...[0m
2023-09-17 14:03:59,239:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.06691[0m
2023-09-17 14:03:59,239:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 14:03:59,239:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 14:04:46,045:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.805209 seconds ...[0m
2023-09-17 14:04:46,099:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.06739[0m
2023-09-17 14:04:46,099:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 14:04:46,099:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 14:05:32,428:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.328100 seconds ...[0m
2023-09-17 14:05:32,483:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.06662[0m
2023-09-17 14:05:32,483:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 14:05:32,483:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 14:06:17,803:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.319123 seconds ...[0m
2023-09-17 14:06:17,864:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.06744[0m
2023-09-17 14:06:17,864:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 14:06:17,864:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 14:07:04,599:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.734033 seconds ...[0m
2023-09-17 14:07:06,410:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.741091 seconds ...[0m
2023-09-17 14:07:06,410:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.06722[0m
2023-09-17 14:07:06,410:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1697 || HITRATE@10 Avg: 0.2642 || NDCG@5 Avg: 0.1100 || NDCG@10 Avg: 0.1406[0m
2023-09-17 14:07:06,410:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 14:07:55,101:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 48.690715 seconds ...[0m
2023-09-17 14:07:55,158:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.06735[0m
2023-09-17 14:07:55,159:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 14:07:55,159:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 14:08:41,806:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.647341 seconds ...[0m
2023-09-17 14:08:41,868:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.06729[0m
2023-09-17 14:08:41,868:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 14:08:41,868:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 14:09:28,625:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.757052 seconds ...[0m
2023-09-17 14:09:28,685:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.06724[0m
2023-09-17 14:09:28,685:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 14:09:28,685:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 14:10:15,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 46.825842 seconds ...[0m
2023-09-17 14:10:15,577:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.06762[0m
2023-09-17 14:10:15,577:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 14:10:15,577:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 14:11:01,403:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 45.825928 seconds ...[0m
2023-09-17 14:11:03,203:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.741548 seconds ...[0m
2023-09-17 14:11:03,203:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.06783[0m
2023-09-17 14:11:03,203:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0531 || HITRATE@5 Avg: 0.1757 || HITRATE@10 Avg: 0.2699 || NDCG@5 Avg: 0.1149 || NDCG@10 Avg: 0.1451[0m
2023-09-17 14:11:03,204:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 14:11:47,328:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 44.123808 seconds ...[0m
2023-09-17 14:11:47,403:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.06710[0m
2023-09-17 14:11:47,403:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 14:11:47,403:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 14:12:27,988:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 40.583993 seconds ...[0m
2023-09-17 14:12:28,040:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.06715[0m
2023-09-17 14:12:28,040:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 14:12:28,040:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 14:13:08,739:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 40.697948 seconds ...[0m
2023-09-17 14:13:08,794:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.06692[0m
2023-09-17 14:13:08,794:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 14:13:08,794:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 14:13:49,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 40.626916 seconds ...[0m
2023-09-17 14:13:49,482:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.06686[0m
2023-09-17 14:13:49,482:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 14:13:49,482:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 14:14:32,164:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 42.681492 seconds ...[0m
2023-09-17 14:14:33,673:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.500453 seconds ...[0m
2023-09-17 14:14:35,216:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.543014 seconds ...[0m
2023-09-17 14:14:35,217:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.06752[0m
2023-09-17 14:14:35,217:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1743 || HITRATE@10 Avg: 0.2652 || NDCG@5 Avg: 0.1124 || NDCG@10 Avg: 0.1415[0m
2023-09-17 14:14:35,217:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1666 || HITRATE@10 Avg: 0.2616 || NDCG@5 Avg: 0.1065 || NDCG@10 Avg: 0.1372[0m
2023-09-17 14:14:36,729:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.066625     287
1   valid   HITRATE@1  0.057616     225
2   valid   HITRATE@5  0.176987     215
3   valid  HITRATE@10  0.270033     225
4   valid      NDCG@5  0.116499     225
5   valid     NDCG@10  0.147477     225
6    test   HITRATE@1  0.047020       0
7    test   HITRATE@5  0.166556       0
8    test  HITRATE@10  0.261589       0
9    test      NDCG@5  0.106532       0
10   test     NDCG@10  0.137236       0[0m
2023-09-17 14:14:36,729:	[1;35m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/1-0917102410[0m
2023-09-17 14:14:36,808:	[1;35m[Wall TIME] >>> Coach.summary takes 1.590159 seconds ...[0m
2023-09-17 14:14:36,808:	[1;35m[Coach] >>> Load best model @Epoch 225  [0m
2023-09-17 14:14:38,574:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.763084 seconds ...[0m
2023-09-17 14:14:40,087:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.512470 seconds ...[0m
2023-09-17 14:14:40,087:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>> [0m
2023-09-17 14:14:40,088:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0576 || HITRATE@5 Avg: 0.1738 || HITRATE@10 Avg: 0.2700 || NDCG@5 Avg: 0.1165 || NDCG@10 Avg: 0.1475[0m
2023-09-17 14:14:40,088:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1695 || HITRATE@10 Avg: 0.2515 || NDCG@5 Avg: 0.1101 || NDCG@10 Avg: 0.1366[0m
2023-09-17 14:14:40,091:	[1;35m[Wall TIME] >>> Coach.fit takes 13813.895108 seconds ...[0m
