2023-09-17 09:12:48,222:	========================================================================
2023-09-17 09:12:48,222:	========================================================================
2023-09-17 09:12:48,222:	========================================================================
2023-09-17 09:12:48,222:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:12:48,222:	[1;33m[Seed] >>> Set seed: 4[0m
2023-09-17 09:12:48,223:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 4] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917091245] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.4] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/3] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/3-0917091245] 
[0m
2023-09-17 09:12:48,223:	[1;33m[Wall TIME] >>> Parser.compile takes 0.007383 seconds ...[0m
2023-09-17 09:12:48,236:	[1;33m[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:12:48,470:	[1;33m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:12:48,470:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 0.245747 seconds ...[0m
2023-09-17 09:12:48,676:	[1;33m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.075556 seconds ...[0m
2023-09-17 09:12:48,876:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 0.199064 seconds ...[0m
2023-09-17 09:12:48,987:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 0.111002 seconds ...[0m
2023-09-17 09:12:52,736:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:12:52,737:	[1;33m[Wall TIME] >>> Coach.compile takes 0.001227 seconds ...[0m
2023-09-17 09:12:54,557:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.798049 seconds ...[0m
2023-09-17 09:12:54,557:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0004*** [0m
2023-09-17 09:12:54,568:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:12:54,568:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0002 || HITRATE@10 Avg: 0.0011 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0004[0m
2023-09-17 09:12:54,568:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:12:57,464:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.895324 seconds ...[0m
2023-09-17 09:12:57,502:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.59852[0m
2023-09-17 09:12:57,502:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:12:57,502:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:13:00,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.905677 seconds ...[0m
2023-09-17 09:13:00,535:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.49921[0m
2023-09-17 09:13:00,535:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:13:00,535:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:13:03,591:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 3.055811 seconds ...[0m
2023-09-17 09:13:03,632:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.45956[0m
2023-09-17 09:13:03,632:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:13:03,632:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:13:06,448:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.815717 seconds ...[0m
2023-09-17 09:13:06,487:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.41672[0m
2023-09-17 09:13:06,487:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:13:06,487:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:13:09,129:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.641281 seconds ...[0m
2023-09-17 09:13:10,892:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.724345 seconds ...[0m
2023-09-17 09:13:10,892:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0089*** [0m
2023-09-17 09:13:10,903:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.38052[0m
2023-09-17 09:13:10,903:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0029 || HITRATE@5 Avg: 0.0112 || HITRATE@10 Avg: 0.0171 || NDCG@5 Avg: 0.0070 || NDCG@10 Avg: 0.0089[0m
2023-09-17 09:13:10,904:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:13:13,808:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.904320 seconds ...[0m
2023-09-17 09:13:13,859:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.35330[0m
2023-09-17 09:13:13,859:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:13:13,859:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:13:16,710:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.850595 seconds ...[0m
2023-09-17 09:13:16,749:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.32866[0m
2023-09-17 09:13:16,750:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:13:16,750:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:13:19,627:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.877082 seconds ...[0m
2023-09-17 09:13:19,672:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.30926[0m
2023-09-17 09:13:19,672:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:13:19,672:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:13:22,512:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.839656 seconds ...[0m
2023-09-17 09:13:22,551:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.29503[0m
2023-09-17 09:13:22,551:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:13:22,551:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:13:25,345:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.793973 seconds ...[0m
2023-09-17 09:13:27,137:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.750265 seconds ...[0m
2023-09-17 09:13:27,137:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0120*** [0m
2023-09-17 09:13:27,149:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.28671[0m
2023-09-17 09:13:27,149:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0036 || HITRATE@5 Avg: 0.0137 || HITRATE@10 Avg: 0.0245 || NDCG@5 Avg: 0.0085 || NDCG@10 Avg: 0.0120[0m
2023-09-17 09:13:27,149:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:13:30,003:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.853655 seconds ...[0m
2023-09-17 09:13:30,045:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.27388[0m
2023-09-17 09:13:30,045:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:13:30,045:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:13:32,885:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.839245 seconds ...[0m
2023-09-17 09:13:32,927:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.26446[0m
2023-09-17 09:13:32,927:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:13:32,927:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:13:35,801:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.874108 seconds ...[0m
2023-09-17 09:13:35,841:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.25608[0m
2023-09-17 09:13:35,841:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:13:35,841:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:13:38,645:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.803837 seconds ...[0m
2023-09-17 09:13:38,681:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.24848[0m
2023-09-17 09:13:38,681:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:13:38,682:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:13:41,495:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.813238 seconds ...[0m
2023-09-17 09:13:43,391:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.851147 seconds ...[0m
2023-09-17 09:13:43,391:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0123*** [0m
2023-09-17 09:13:43,403:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.24073[0m
2023-09-17 09:13:43,403:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0026 || HITRATE@5 Avg: 0.0138 || HITRATE@10 Avg: 0.0267 || NDCG@5 Avg: 0.0082 || NDCG@10 Avg: 0.0123[0m
2023-09-17 09:13:43,403:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:13:46,131:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.727797 seconds ...[0m
2023-09-17 09:13:46,174:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.23684[0m
2023-09-17 09:13:46,175:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:13:46,175:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:13:48,895:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.719583 seconds ...[0m
2023-09-17 09:13:48,931:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.22961[0m
2023-09-17 09:13:48,931:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:13:48,931:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:13:51,694:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.762937 seconds ...[0m
2023-09-17 09:13:51,737:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.22331[0m
2023-09-17 09:13:51,738:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:13:51,738:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:13:54,498:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.759881 seconds ...[0m
2023-09-17 09:13:54,542:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.22016[0m
2023-09-17 09:13:54,542:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:13:54,542:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:13:57,347:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.804574 seconds ...[0m
2023-09-17 09:13:59,236:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.842874 seconds ...[0m
2023-09-17 09:13:59,236:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0148*** [0m
2023-09-17 09:13:59,246:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.21514[0m
2023-09-17 09:13:59,247:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0042 || HITRATE@5 Avg: 0.0174 || HITRATE@10 Avg: 0.0307 || NDCG@5 Avg: 0.0106 || NDCG@10 Avg: 0.0148[0m
2023-09-17 09:13:59,247:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:14:02,027:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.780412 seconds ...[0m
2023-09-17 09:14:02,068:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20931[0m
2023-09-17 09:14:02,068:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:14:02,068:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:14:04,887:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.819049 seconds ...[0m
2023-09-17 09:14:04,926:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.20302[0m
2023-09-17 09:14:04,926:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:14:04,926:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:14:07,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.782596 seconds ...[0m
2023-09-17 09:14:07,752:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.20092[0m
2023-09-17 09:14:07,752:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:14:07,752:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:14:10,515:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.762169 seconds ...[0m
2023-09-17 09:14:10,561:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19740[0m
2023-09-17 09:14:10,561:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:14:10,561:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:14:13,294:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.732684 seconds ...[0m
2023-09-17 09:14:15,074:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.739625 seconds ...[0m
2023-09-17 09:14:15,074:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0153*** [0m
2023-09-17 09:14:15,088:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.19070[0m
2023-09-17 09:14:15,088:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0181 || HITRATE@10 Avg: 0.0320 || NDCG@5 Avg: 0.0108 || NDCG@10 Avg: 0.0153[0m
2023-09-17 09:14:15,088:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:14:17,910:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.821576 seconds ...[0m
2023-09-17 09:14:17,957:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18850[0m
2023-09-17 09:14:17,957:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:14:17,958:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:14:20,599:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.640958 seconds ...[0m
2023-09-17 09:14:20,637:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18689[0m
2023-09-17 09:14:20,637:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:14:20,637:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:14:23,280:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.642453 seconds ...[0m
2023-09-17 09:14:23,323:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18239[0m
2023-09-17 09:14:23,323:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:14:23,323:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:14:26,053:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.729490 seconds ...[0m
2023-09-17 09:14:26,089:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17759[0m
2023-09-17 09:14:26,089:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:14:26,089:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:14:28,822:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.732555 seconds ...[0m
2023-09-17 09:14:30,591:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.718813 seconds ...[0m
2023-09-17 09:14:30,592:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0165*** [0m
2023-09-17 09:14:30,603:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17695[0m
2023-09-17 09:14:30,603:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0191 || HITRATE@10 Avg: 0.0335 || NDCG@5 Avg: 0.0119 || NDCG@10 Avg: 0.0165[0m
2023-09-17 09:14:30,603:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:14:33,468:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.865039 seconds ...[0m
2023-09-17 09:14:33,507:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.16976[0m
2023-09-17 09:14:33,508:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:14:33,508:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:14:36,265:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.757082 seconds ...[0m
2023-09-17 09:14:36,304:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16819[0m
2023-09-17 09:14:36,304:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:14:36,304:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:14:39,007:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.703047 seconds ...[0m
2023-09-17 09:14:39,054:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16757[0m
2023-09-17 09:14:39,054:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:14:39,054:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:14:41,752:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.697701 seconds ...[0m
2023-09-17 09:14:41,797:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16425[0m
2023-09-17 09:14:41,798:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:14:41,798:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:14:44,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.678219 seconds ...[0m
2023-09-17 09:14:46,352:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.836757 seconds ...[0m
2023-09-17 09:14:46,352:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0172*** [0m
2023-09-17 09:14:46,362:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16182[0m
2023-09-17 09:14:46,362:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0217 || HITRATE@10 Avg: 0.0359 || NDCG@5 Avg: 0.0127 || NDCG@10 Avg: 0.0172[0m
2023-09-17 09:14:46,362:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:14:49,208:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.846059 seconds ...[0m
2023-09-17 09:14:49,252:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.15835[0m
2023-09-17 09:14:49,252:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:14:49,252:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:14:51,979:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.726236 seconds ...[0m
2023-09-17 09:14:52,022:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.15829[0m
2023-09-17 09:14:52,023:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:14:52,023:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:14:54,758:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.734654 seconds ...[0m
2023-09-17 09:14:54,802:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15513[0m
2023-09-17 09:14:54,802:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:14:54,803:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:14:57,499:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.696272 seconds ...[0m
2023-09-17 09:14:57,543:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15342[0m
2023-09-17 09:14:57,543:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:14:57,543:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:15:00,314:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.771051 seconds ...[0m
2023-09-17 09:15:02,124:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.773776 seconds ...[0m
2023-09-17 09:15:02,125:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0179*** [0m
2023-09-17 09:15:02,138:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15314[0m
2023-09-17 09:15:02,139:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0057 || HITRATE@5 Avg: 0.0201 || HITRATE@10 Avg: 0.0353 || NDCG@5 Avg: 0.0130 || NDCG@10 Avg: 0.0179[0m
2023-09-17 09:15:02,139:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:15:04,917:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.777940 seconds ...[0m
2023-09-17 09:15:04,952:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15115[0m
2023-09-17 09:15:04,952:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:15:04,952:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:15:07,846:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.893657 seconds ...[0m
2023-09-17 09:15:07,884:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.14761[0m
2023-09-17 09:15:07,885:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:15:07,885:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:15:10,686:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.801280 seconds ...[0m
2023-09-17 09:15:10,722:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.14548[0m
2023-09-17 09:15:10,722:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:15:10,722:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:15:13,478:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.755382 seconds ...[0m
2023-09-17 09:15:13,514:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14622[0m
2023-09-17 09:15:13,515:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:15:13,515:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:15:16,187:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.672109 seconds ...[0m
2023-09-17 09:15:17,996:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.772688 seconds ...[0m
2023-09-17 09:15:17,996:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14325[0m
2023-09-17 09:15:17,996:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0202 || HITRATE@10 Avg: 0.0363 || NDCG@5 Avg: 0.0123 || NDCG@10 Avg: 0.0174[0m
2023-09-17 09:15:17,996:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:15:20,720:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.723825 seconds ...[0m
2023-09-17 09:15:20,768:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14240[0m
2023-09-17 09:15:20,769:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:15:20,769:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:15:23,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.784888 seconds ...[0m
2023-09-17 09:15:23,593:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.14132[0m
2023-09-17 09:15:23,593:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:15:23,593:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:15:26,376:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.782231 seconds ...[0m
2023-09-17 09:15:26,411:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.13670[0m
2023-09-17 09:15:26,411:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:15:26,411:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:15:29,061:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.649467 seconds ...[0m
2023-09-17 09:15:29,100:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.13853[0m
2023-09-17 09:15:29,100:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:15:29,100:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:15:31,906:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.805269 seconds ...[0m
2023-09-17 09:15:33,696:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.753774 seconds ...[0m
2023-09-17 09:15:33,696:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.13359[0m
2023-09-17 09:15:33,697:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0048 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0365 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0178[0m
2023-09-17 09:15:33,697:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:15:36,403:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.706257 seconds ...[0m
2023-09-17 09:15:36,448:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.13571[0m
2023-09-17 09:15:36,448:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:15:36,448:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:15:39,259:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.809858 seconds ...[0m
2023-09-17 09:15:39,302:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.13543[0m
2023-09-17 09:15:39,302:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:15:39,302:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:15:42,163:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.860967 seconds ...[0m
2023-09-17 09:15:42,213:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13327[0m
2023-09-17 09:15:42,213:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:15:42,213:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:15:44,903:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.689367 seconds ...[0m
2023-09-17 09:15:44,942:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13477[0m
2023-09-17 09:15:44,943:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:15:44,943:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:15:47,706:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.762851 seconds ...[0m
2023-09-17 09:15:49,515:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.772862 seconds ...[0m
2023-09-17 09:15:49,515:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0182*** [0m
2023-09-17 09:15:49,526:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13181[0m
2023-09-17 09:15:49,526:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0214 || HITRATE@10 Avg: 0.0368 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0182[0m
2023-09-17 09:15:49,526:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:15:52,337:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.810302 seconds ...[0m
2023-09-17 09:15:52,384:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.12841[0m
2023-09-17 09:15:52,384:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:15:52,384:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:15:55,163:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.778521 seconds ...[0m
2023-09-17 09:15:55,213:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.12935[0m
2023-09-17 09:15:55,214:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:15:55,214:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:15:57,957:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.743560 seconds ...[0m
2023-09-17 09:15:58,006:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.12766[0m
2023-09-17 09:15:58,006:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:15:58,007:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:16:00,626:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.619576 seconds ...[0m
2023-09-17 09:16:00,674:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.12714[0m
2023-09-17 09:16:00,674:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:16:00,674:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:16:03,440:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.765574 seconds ...[0m
2023-09-17 09:16:05,182:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.705623 seconds ...[0m
2023-09-17 09:16:05,183:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0206*** [0m
2023-09-17 09:16:05,192:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.12631[0m
2023-09-17 09:16:05,193:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0241 || HITRATE@10 Avg: 0.0409 || NDCG@5 Avg: 0.0152 || NDCG@10 Avg: 0.0206[0m
2023-09-17 09:16:05,193:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:16:07,929:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.736385 seconds ...[0m
2023-09-17 09:16:07,979:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.12791[0m
2023-09-17 09:16:07,979:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:16:07,979:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:16:10,788:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.809248 seconds ...[0m
2023-09-17 09:16:10,824:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.12455[0m
2023-09-17 09:16:10,824:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:16:10,824:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:16:13,620:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.795587 seconds ...[0m
2023-09-17 09:16:13,655:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.12291[0m
2023-09-17 09:16:13,655:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:16:13,656:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:16:16,420:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.764520 seconds ...[0m
2023-09-17 09:16:16,460:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.12312[0m
2023-09-17 09:16:16,460:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:16:16,460:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:16:19,180:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.720303 seconds ...[0m
2023-09-17 09:16:20,956:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.725200 seconds ...[0m
2023-09-17 09:16:20,957:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0206*** [0m
2023-09-17 09:16:20,967:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12332[0m
2023-09-17 09:16:20,967:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0243 || HITRATE@10 Avg: 0.0414 || NDCG@5 Avg: 0.0152 || NDCG@10 Avg: 0.0206[0m
2023-09-17 09:16:20,967:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:16:23,733:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.766202 seconds ...[0m
2023-09-17 09:16:23,774:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12276[0m
2023-09-17 09:16:23,774:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:16:23,774:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:16:26,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.690682 seconds ...[0m
2023-09-17 09:16:26,500:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.11959[0m
2023-09-17 09:16:26,500:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:16:26,500:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:16:29,290:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.789333 seconds ...[0m
2023-09-17 09:16:29,329:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.12033[0m
2023-09-17 09:16:29,329:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:16:29,329:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:16:31,954:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.624447 seconds ...[0m
2023-09-17 09:16:31,989:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12041[0m
2023-09-17 09:16:31,989:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:16:31,989:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:16:34,802:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.812855 seconds ...[0m
2023-09-17 09:16:36,729:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.887420 seconds ...[0m
2023-09-17 09:16:36,729:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0216*** [0m
2023-09-17 09:16:36,740:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.11861[0m
2023-09-17 09:16:36,740:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0252 || HITRATE@10 Avg: 0.0421 || NDCG@5 Avg: 0.0161 || NDCG@10 Avg: 0.0216[0m
2023-09-17 09:16:36,740:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:16:39,474:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.734008 seconds ...[0m
2023-09-17 09:16:39,511:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.11591[0m
2023-09-17 09:16:39,511:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:16:39,511:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:16:42,299:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.787757 seconds ...[0m
2023-09-17 09:16:42,345:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.11715[0m
2023-09-17 09:16:42,345:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:16:42,345:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:16:45,199:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.853198 seconds ...[0m
2023-09-17 09:16:45,237:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.11544[0m
2023-09-17 09:16:45,237:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:16:45,237:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:16:47,868:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.630373 seconds ...[0m
2023-09-17 09:16:47,904:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.11625[0m
2023-09-17 09:16:47,905:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:16:47,905:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:16:50,702:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.796752 seconds ...[0m
2023-09-17 09:16:52,438:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.695679 seconds ...[0m
2023-09-17 09:16:52,438:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0219*** [0m
2023-09-17 09:16:52,448:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.11452[0m
2023-09-17 09:16:52,448:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0258 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0161 || NDCG@10 Avg: 0.0219[0m
2023-09-17 09:16:52,448:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:16:55,331:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.883044 seconds ...[0m
2023-09-17 09:16:55,373:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.11516[0m
2023-09-17 09:16:55,373:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:16:55,373:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:16:58,185:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.811707 seconds ...[0m
2023-09-17 09:16:58,225:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.11335[0m
2023-09-17 09:16:58,225:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:16:58,225:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:17:01,025:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.800215 seconds ...[0m
2023-09-17 09:17:01,064:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.11498[0m
2023-09-17 09:17:01,064:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:17:01,064:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:17:03,911:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.846362 seconds ...[0m
2023-09-17 09:17:03,948:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.11242[0m
2023-09-17 09:17:03,948:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:17:03,948:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:17:06,712:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.763734 seconds ...[0m
2023-09-17 09:17:08,492:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.737972 seconds ...[0m
2023-09-17 09:17:08,492:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.11209[0m
2023-09-17 09:17:08,492:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0260 || HITRATE@10 Avg: 0.0434 || NDCG@5 Avg: 0.0163 || NDCG@10 Avg: 0.0219[0m
2023-09-17 09:17:08,492:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:17:11,355:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.862790 seconds ...[0m
2023-09-17 09:17:11,403:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.11179[0m
2023-09-17 09:17:11,403:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:17:11,403:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:17:14,059:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.655998 seconds ...[0m
2023-09-17 09:17:14,103:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.11137[0m
2023-09-17 09:17:14,103:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:17:14,103:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:17:16,800:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.696353 seconds ...[0m
2023-09-17 09:17:16,835:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11088[0m
2023-09-17 09:17:16,835:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:17:16,835:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:17:19,582:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.746686 seconds ...[0m
2023-09-17 09:17:19,619:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11071[0m
2023-09-17 09:17:19,619:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:17:19,619:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:17:22,377:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.757780 seconds ...[0m
2023-09-17 09:17:24,191:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.771381 seconds ...[0m
2023-09-17 09:17:24,191:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.10898[0m
2023-09-17 09:17:24,192:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0253 || HITRATE@10 Avg: 0.0424 || NDCG@5 Avg: 0.0157 || NDCG@10 Avg: 0.0211[0m
2023-09-17 09:17:24,192:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:17:27,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.848904 seconds ...[0m
2023-09-17 09:17:27,078:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11033[0m
2023-09-17 09:17:27,079:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:17:27,079:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:17:29,799:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.720572 seconds ...[0m
2023-09-17 09:17:29,835:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.10843[0m
2023-09-17 09:17:29,835:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:17:29,835:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:17:32,455:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.620371 seconds ...[0m
2023-09-17 09:17:32,549:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.10958[0m
2023-09-17 09:17:32,549:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:17:32,550:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:17:35,234:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.684786 seconds ...[0m
2023-09-17 09:17:35,270:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.11000[0m
2023-09-17 09:17:35,270:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:17:35,271:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:17:37,998:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.726891 seconds ...[0m
2023-09-17 09:17:39,718:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.682998 seconds ...[0m
2023-09-17 09:17:39,718:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0228*** [0m
2023-09-17 09:17:39,728:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.10753[0m
2023-09-17 09:17:39,728:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0263 || HITRATE@10 Avg: 0.0447 || NDCG@5 Avg: 0.0169 || NDCG@10 Avg: 0.0228[0m
2023-09-17 09:17:39,728:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:17:42,479:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.751007 seconds ...[0m
2023-09-17 09:17:42,520:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.10552[0m
2023-09-17 09:17:42,520:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:17:42,520:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:17:45,275:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.755410 seconds ...[0m
2023-09-17 09:17:45,311:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.10821[0m
2023-09-17 09:17:45,311:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:17:45,311:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:17:47,973:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.661588 seconds ...[0m
2023-09-17 09:17:48,008:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.10832[0m
2023-09-17 09:17:48,008:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:17:48,008:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:17:50,606:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.596983 seconds ...[0m
2023-09-17 09:17:50,644:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.10729[0m
2023-09-17 09:17:50,644:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:17:50,644:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:17:53,363:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.718584 seconds ...[0m
2023-09-17 09:17:55,171:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.764894 seconds ...[0m
2023-09-17 09:17:55,171:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.10722[0m
2023-09-17 09:17:55,171:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0263 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0162 || NDCG@10 Avg: 0.0219[0m
2023-09-17 09:17:55,171:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:17:57,930:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.758581 seconds ...[0m
2023-09-17 09:17:57,966:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.10691[0m
2023-09-17 09:17:57,966:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:17:57,967:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:18:00,773:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.805839 seconds ...[0m
2023-09-17 09:18:00,814:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.10782[0m
2023-09-17 09:18:00,814:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:18:00,814:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:18:03,666:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.851407 seconds ...[0m
2023-09-17 09:18:03,706:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.10535[0m
2023-09-17 09:18:03,706:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:18:03,706:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:18:06,460:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.754147 seconds ...[0m
2023-09-17 09:18:06,498:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.10630[0m
2023-09-17 09:18:06,498:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:18:06,498:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:18:09,281:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.782495 seconds ...[0m
2023-09-17 09:18:11,188:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.869956 seconds ...[0m
2023-09-17 09:18:11,189:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0232*** [0m
2023-09-17 09:18:11,198:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.10533[0m
2023-09-17 09:18:11,198:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0273 || HITRATE@10 Avg: 0.0458 || NDCG@5 Avg: 0.0172 || NDCG@10 Avg: 0.0232[0m
2023-09-17 09:18:11,198:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:18:13,882:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.684058 seconds ...[0m
2023-09-17 09:18:13,924:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.10459[0m
2023-09-17 09:18:13,925:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:18:13,925:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:18:16,614:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.688652 seconds ...[0m
2023-09-17 09:18:16,666:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.10506[0m
2023-09-17 09:18:16,666:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:18:16,666:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:18:19,399:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.732663 seconds ...[0m
2023-09-17 09:18:19,449:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.10470[0m
2023-09-17 09:18:19,449:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:18:19,449:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:18:22,115:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.665659 seconds ...[0m
2023-09-17 09:18:22,154:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.10399[0m
2023-09-17 09:18:22,155:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:18:22,155:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:18:24,871:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.716355 seconds ...[0m
2023-09-17 09:18:26,596:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.688432 seconds ...[0m
2023-09-17 09:18:26,596:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0232*** [0m
2023-09-17 09:18:26,606:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.10371[0m
2023-09-17 09:18:26,607:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0278 || HITRATE@10 Avg: 0.0464 || NDCG@5 Avg: 0.0172 || NDCG@10 Avg: 0.0232[0m
2023-09-17 09:18:26,607:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:18:29,338:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.731527 seconds ...[0m
2023-09-17 09:18:29,377:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.10250[0m
2023-09-17 09:18:29,377:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:18:29,377:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:18:32,108:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.731132 seconds ...[0m
2023-09-17 09:18:32,143:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.10468[0m
2023-09-17 09:18:32,144:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:18:32,144:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:18:34,904:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.760323 seconds ...[0m
2023-09-17 09:18:34,940:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.10176[0m
2023-09-17 09:18:34,940:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:18:34,940:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:18:37,703:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.762598 seconds ...[0m
2023-09-17 09:18:37,740:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10301[0m
2023-09-17 09:18:37,740:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:18:37,740:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:18:40,571:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.831280 seconds ...[0m
2023-09-17 09:18:42,308:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.697501 seconds ...[0m
2023-09-17 09:18:42,309:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.10187[0m
2023-09-17 09:18:42,309:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0248 || HITRATE@10 Avg: 0.0446 || NDCG@5 Avg: 0.0161 || NDCG@10 Avg: 0.0225[0m
2023-09-17 09:18:42,309:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:18:45,046:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.736891 seconds ...[0m
2023-09-17 09:18:45,084:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10059[0m
2023-09-17 09:18:45,084:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:18:45,084:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:18:47,869:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.784487 seconds ...[0m
2023-09-17 09:18:47,907:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10122[0m
2023-09-17 09:18:47,907:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:18:47,908:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:18:50,750:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.841924 seconds ...[0m
2023-09-17 09:18:50,787:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.10166[0m
2023-09-17 09:18:50,787:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:18:50,787:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:18:53,494:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.706285 seconds ...[0m
2023-09-17 09:18:53,541:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.09985[0m
2023-09-17 09:18:53,541:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:18:53,541:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:18:56,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.662762 seconds ...[0m
2023-09-17 09:18:57,936:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.695776 seconds ...[0m
2023-09-17 09:18:57,936:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0239*** [0m
2023-09-17 09:18:57,946:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10097[0m
2023-09-17 09:18:57,946:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0281 || HITRATE@10 Avg: 0.0468 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0239[0m
2023-09-17 09:18:57,946:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:19:00,699:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.752372 seconds ...[0m
2023-09-17 09:19:00,735:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10269[0m
2023-09-17 09:19:00,735:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:19:00,735:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:19:03,474:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.739083 seconds ...[0m
2023-09-17 09:19:03,513:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.09737[0m
2023-09-17 09:19:03,514:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:19:03,514:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:19:06,186:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.671738 seconds ...[0m
2023-09-17 09:19:06,228:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10102[0m
2023-09-17 09:19:06,228:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:19:06,228:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:19:09,022:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.793784 seconds ...[0m
2023-09-17 09:19:09,067:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10015[0m
2023-09-17 09:19:09,067:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:19:09,067:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:19:11,752:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.684241 seconds ...[0m
2023-09-17 09:19:13,554:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.751449 seconds ...[0m
2023-09-17 09:19:13,554:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0247*** [0m
2023-09-17 09:19:13,565:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10040[0m
2023-09-17 09:19:13,565:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0294 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0180 || NDCG@10 Avg: 0.0247[0m
2023-09-17 09:19:13,566:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:19:16,217:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.650809 seconds ...[0m
2023-09-17 09:19:16,256:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.09857[0m
2023-09-17 09:19:16,256:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:19:16,256:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:19:19,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.829457 seconds ...[0m
2023-09-17 09:19:19,122:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.09993[0m
2023-09-17 09:19:19,122:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:19:19,123:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:19:21,958:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.834963 seconds ...[0m
2023-09-17 09:19:21,995:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.09846[0m
2023-09-17 09:19:21,995:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:19:21,995:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:19:24,812:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.816502 seconds ...[0m
2023-09-17 09:19:24,850:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.09949[0m
2023-09-17 09:19:24,850:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:19:24,850:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:19:27,664:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.814139 seconds ...[0m
2023-09-17 09:19:29,530:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.824182 seconds ...[0m
2023-09-17 09:19:29,530:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0248*** [0m
2023-09-17 09:19:29,540:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.09876[0m
2023-09-17 09:19:29,540:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0288 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0183 || NDCG@10 Avg: 0.0248[0m
2023-09-17 09:19:29,540:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:19:32,278:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.737554 seconds ...[0m
2023-09-17 09:19:32,320:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.09941[0m
2023-09-17 09:19:32,320:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:19:32,320:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:19:35,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.765635 seconds ...[0m
2023-09-17 09:19:35,132:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.09844[0m
2023-09-17 09:19:35,132:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:19:35,132:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:19:37,820:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.687314 seconds ...[0m
2023-09-17 09:19:37,864:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.09739[0m
2023-09-17 09:19:37,864:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:19:37,864:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:19:40,636:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.771653 seconds ...[0m
2023-09-17 09:19:40,672:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.09659[0m
2023-09-17 09:19:40,673:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:19:40,673:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:19:43,506:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.833406 seconds ...[0m
2023-09-17 09:19:45,263:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.720688 seconds ...[0m
2023-09-17 09:19:45,263:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.09808[0m
2023-09-17 09:19:45,263:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0284 || HITRATE@10 Avg: 0.0464 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0240[0m
2023-09-17 09:19:45,263:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 09:19:48,114:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.850265 seconds ...[0m
2023-09-17 09:19:48,153:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.09788[0m
2023-09-17 09:19:48,153:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 09:19:48,153:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 09:19:50,892:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.738491 seconds ...[0m
2023-09-17 09:19:50,936:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.09835[0m
2023-09-17 09:19:50,936:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 09:19:50,936:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 09:19:53,639:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.702526 seconds ...[0m
2023-09-17 09:19:53,675:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.09616[0m
2023-09-17 09:19:53,676:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 09:19:53,676:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 09:19:56,429:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.752751 seconds ...[0m
2023-09-17 09:19:56,469:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.09740[0m
2023-09-17 09:19:56,469:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 09:19:56,469:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 09:19:59,198:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.728933 seconds ...[0m
2023-09-17 09:20:00,953:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.718592 seconds ...[0m
2023-09-17 09:20:00,954:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.09516[0m
2023-09-17 09:20:00,954:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0283 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0180 || NDCG@10 Avg: 0.0242[0m
2023-09-17 09:20:00,954:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 09:20:03,770:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.815289 seconds ...[0m
2023-09-17 09:20:03,819:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.09496[0m
2023-09-17 09:20:03,819:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 09:20:03,820:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 09:20:06,665:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.844916 seconds ...[0m
2023-09-17 09:20:06,703:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.09722[0m
2023-09-17 09:20:06,703:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 09:20:06,703:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 09:20:09,586:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.882572 seconds ...[0m
2023-09-17 09:20:09,630:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.09607[0m
2023-09-17 09:20:09,630:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 09:20:09,630:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 09:20:12,279:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.649017 seconds ...[0m
2023-09-17 09:20:12,324:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.09677[0m
2023-09-17 09:20:12,325:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 09:20:12,325:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 09:20:15,132:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.806630 seconds ...[0m
2023-09-17 09:20:16,978:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.799834 seconds ...[0m
2023-09-17 09:20:16,978:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0253*** [0m
2023-09-17 09:20:16,988:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09686[0m
2023-09-17 09:20:16,988:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0290 || HITRATE@10 Avg: 0.0485 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0253[0m
2023-09-17 09:20:16,988:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 09:20:19,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.804309 seconds ...[0m
2023-09-17 09:20:19,830:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09614[0m
2023-09-17 09:20:19,831:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 09:20:19,831:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 09:20:22,717:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.886174 seconds ...[0m
2023-09-17 09:20:22,754:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09546[0m
2023-09-17 09:20:22,755:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 09:20:22,755:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 09:20:25,540:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.785471 seconds ...[0m
2023-09-17 09:20:25,585:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09753[0m
2023-09-17 09:20:25,586:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 09:20:25,586:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 09:20:28,395:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.809585 seconds ...[0m
2023-09-17 09:20:28,442:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09520[0m
2023-09-17 09:20:28,442:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 09:20:28,442:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 09:20:31,109:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.666086 seconds ...[0m
2023-09-17 09:20:32,899:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.755021 seconds ...[0m
2023-09-17 09:20:32,900:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0266*** [0m
2023-09-17 09:20:32,910:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09551[0m
2023-09-17 09:20:32,910:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0312 || HITRATE@10 Avg: 0.0503 || NDCG@5 Avg: 0.0205 || NDCG@10 Avg: 0.0266[0m
2023-09-17 09:20:32,910:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 09:20:35,605:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.694115 seconds ...[0m
2023-09-17 09:20:35,646:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09593[0m
2023-09-17 09:20:35,646:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 09:20:35,646:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 09:20:38,481:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.834521 seconds ...[0m
2023-09-17 09:20:38,527:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09377[0m
2023-09-17 09:20:38,527:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 09:20:38,527:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 09:20:41,360:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.832376 seconds ...[0m
2023-09-17 09:20:41,403:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09468[0m
2023-09-17 09:20:41,403:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 09:20:41,403:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 09:20:44,207:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.803539 seconds ...[0m
2023-09-17 09:20:44,242:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09391[0m
2023-09-17 09:20:44,242:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 09:20:44,242:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 09:20:47,071:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.828321 seconds ...[0m
2023-09-17 09:20:49,015:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.899162 seconds ...[0m
2023-09-17 09:20:49,015:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09287[0m
2023-09-17 09:20:49,015:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0508 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0260[0m
2023-09-17 09:20:49,016:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 09:20:51,884:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.867740 seconds ...[0m
2023-09-17 09:20:51,926:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09354[0m
2023-09-17 09:20:51,926:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 09:20:51,926:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 09:20:54,695:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.768475 seconds ...[0m
2023-09-17 09:20:54,731:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09512[0m
2023-09-17 09:20:54,731:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 09:20:54,731:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 09:20:57,503:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.771797 seconds ...[0m
2023-09-17 09:20:57,551:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09288[0m
2023-09-17 09:20:57,551:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 09:20:57,551:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 09:21:00,289:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.737690 seconds ...[0m
2023-09-17 09:21:00,324:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09383[0m
2023-09-17 09:21:00,325:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 09:21:00,325:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 09:21:03,149:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.824464 seconds ...[0m
2023-09-17 09:21:05,064:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.877129 seconds ...[0m
2023-09-17 09:21:05,064:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09389[0m
2023-09-17 09:21:05,065:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0304 || HITRATE@10 Avg: 0.0481 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0246[0m
2023-09-17 09:21:05,065:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 09:21:07,766:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.700986 seconds ...[0m
2023-09-17 09:21:07,805:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09321[0m
2023-09-17 09:21:07,805:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 09:21:07,805:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 09:21:10,528:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.722287 seconds ...[0m
2023-09-17 09:21:10,564:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09165[0m
2023-09-17 09:21:10,564:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 09:21:10,564:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 09:21:13,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.726307 seconds ...[0m
2023-09-17 09:21:13,328:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09303[0m
2023-09-17 09:21:13,328:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 09:21:13,328:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 09:21:16,129:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.800398 seconds ...[0m
2023-09-17 09:21:16,167:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09308[0m
2023-09-17 09:21:16,167:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 09:21:16,167:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 09:21:18,827:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.659910 seconds ...[0m
2023-09-17 09:21:20,559:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.694996 seconds ...[0m
2023-09-17 09:21:20,559:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09280[0m
2023-09-17 09:21:20,559:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0494 || NDCG@5 Avg: 0.0204 || NDCG@10 Avg: 0.0262[0m
2023-09-17 09:21:20,559:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 09:21:23,211:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.651375 seconds ...[0m
2023-09-17 09:21:23,251:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.08937[0m
2023-09-17 09:21:23,251:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 09:21:23,251:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 09:21:26,059:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.807667 seconds ...[0m
2023-09-17 09:21:26,094:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09127[0m
2023-09-17 09:21:26,094:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 09:21:26,094:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 09:21:28,858:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.763598 seconds ...[0m
2023-09-17 09:21:28,895:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09181[0m
2023-09-17 09:21:28,896:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 09:21:28,896:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 09:21:31,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.862886 seconds ...[0m
2023-09-17 09:21:31,794:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09238[0m
2023-09-17 09:21:31,794:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 09:21:31,794:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 09:21:34,533:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.738767 seconds ...[0m
2023-09-17 09:21:36,330:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.759159 seconds ...[0m
2023-09-17 09:21:36,331:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09342[0m
2023-09-17 09:21:36,331:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0299 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0187 || NDCG@10 Avg: 0.0248[0m
2023-09-17 09:21:36,331:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 09:21:39,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.747781 seconds ...[0m
2023-09-17 09:21:39,114:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09044[0m
2023-09-17 09:21:39,115:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 09:21:39,115:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 09:21:41,795:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.680238 seconds ...[0m
2023-09-17 09:21:41,836:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09182[0m
2023-09-17 09:21:41,836:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 09:21:41,836:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 09:21:44,648:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.812253 seconds ...[0m
2023-09-17 09:21:44,691:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09120[0m
2023-09-17 09:21:44,692:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 09:21:44,692:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 09:21:47,434:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.742515 seconds ...[0m
2023-09-17 09:21:47,474:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09158[0m
2023-09-17 09:21:47,474:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 09:21:47,474:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 09:21:50,267:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.792598 seconds ...[0m
2023-09-17 09:21:52,079:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.775004 seconds ...[0m
2023-09-17 09:21:52,079:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09214[0m
2023-09-17 09:21:52,079:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0305 || HITRATE@10 Avg: 0.0492 || NDCG@5 Avg: 0.0193 || NDCG@10 Avg: 0.0253[0m
2023-09-17 09:21:52,079:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 09:21:54,688:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.608418 seconds ...[0m
2023-09-17 09:21:54,735:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09082[0m
2023-09-17 09:21:54,735:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 09:21:54,735:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 09:21:57,575:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.839554 seconds ...[0m
2023-09-17 09:21:57,618:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09053[0m
2023-09-17 09:21:57,619:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 09:21:57,619:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 09:22:00,273:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.653698 seconds ...[0m
2023-09-17 09:22:00,318:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09085[0m
2023-09-17 09:22:00,318:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 09:22:00,318:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 09:22:03,077:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.758940 seconds ...[0m
2023-09-17 09:22:03,114:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.08886[0m
2023-09-17 09:22:03,114:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 09:22:03,114:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 09:22:05,893:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.778210 seconds ...[0m
2023-09-17 09:22:07,708:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.774780 seconds ...[0m
2023-09-17 09:22:07,708:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09064[0m
2023-09-17 09:22:07,708:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0474 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0249[0m
2023-09-17 09:22:07,708:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 09:22:10,295:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.586078 seconds ...[0m
2023-09-17 09:22:10,330:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.08995[0m
2023-09-17 09:22:10,330:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 09:22:10,330:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 09:22:13,061:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.730650 seconds ...[0m
2023-09-17 09:22:13,099:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.09164[0m
2023-09-17 09:22:13,099:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 09:22:13,099:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 09:22:15,867:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.767171 seconds ...[0m
2023-09-17 09:22:15,905:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.08965[0m
2023-09-17 09:22:15,906:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 09:22:15,906:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 09:22:18,689:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.782902 seconds ...[0m
2023-09-17 09:22:18,726:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08986[0m
2023-09-17 09:22:18,727:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 09:22:18,727:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 09:22:21,469:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.742320 seconds ...[0m
2023-09-17 09:22:23,321:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.814702 seconds ...[0m
2023-09-17 09:22:23,321:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.08959[0m
2023-09-17 09:22:23,321:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0302 || HITRATE@10 Avg: 0.0489 || NDCG@5 Avg: 0.0187 || NDCG@10 Avg: 0.0247[0m
2023-09-17 09:22:23,322:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 09:22:26,047:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.725046 seconds ...[0m
2023-09-17 09:22:26,088:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.08863[0m
2023-09-17 09:22:26,088:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 09:22:26,088:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 09:22:28,795:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.706955 seconds ...[0m
2023-09-17 09:22:28,832:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08885[0m
2023-09-17 09:22:28,832:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 09:22:28,832:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 09:22:31,451:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.618595 seconds ...[0m
2023-09-17 09:22:31,489:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09153[0m
2023-09-17 09:22:31,489:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 09:22:31,490:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 09:22:34,138:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.648725 seconds ...[0m
2023-09-17 09:22:34,174:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08869[0m
2023-09-17 09:22:34,175:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 09:22:34,175:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 09:22:37,006:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.830996 seconds ...[0m
2023-09-17 09:22:38,888:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.846463 seconds ...[0m
2023-09-17 09:22:38,888:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08864[0m
2023-09-17 09:22:38,889:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0314 || HITRATE@10 Avg: 0.0496 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0257[0m
2023-09-17 09:22:38,889:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 09:22:41,648:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.758632 seconds ...[0m
2023-09-17 09:22:41,703:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08885[0m
2023-09-17 09:22:41,703:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 09:22:41,704:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 09:22:44,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.703948 seconds ...[0m
2023-09-17 09:22:44,445:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08925[0m
2023-09-17 09:22:44,445:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 09:22:44,445:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 09:22:47,171:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.725412 seconds ...[0m
2023-09-17 09:22:47,206:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.09050[0m
2023-09-17 09:22:47,206:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 09:22:47,206:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 09:22:50,024:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.817539 seconds ...[0m
2023-09-17 09:22:50,066:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08917[0m
2023-09-17 09:22:50,067:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 09:22:50,067:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 09:22:52,785:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.717959 seconds ...[0m
2023-09-17 09:22:54,747:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.909104 seconds ...[0m
2023-09-17 09:22:54,747:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08821[0m
2023-09-17 09:22:54,747:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0081 || HITRATE@5 Avg: 0.0295 || HITRATE@10 Avg: 0.0496 || NDCG@5 Avg: 0.0190 || NDCG@10 Avg: 0.0255[0m
2023-09-17 09:22:54,747:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 09:22:57,613:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.865081 seconds ...[0m
2023-09-17 09:22:57,659:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.08859[0m
2023-09-17 09:22:57,659:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 09:22:57,659:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 09:23:00,429:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.769655 seconds ...[0m
2023-09-17 09:23:00,467:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08931[0m
2023-09-17 09:23:00,468:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 09:23:00,468:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 09:23:03,110:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.642517 seconds ...[0m
2023-09-17 09:23:03,150:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08715[0m
2023-09-17 09:23:03,151:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 09:23:03,151:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 09:23:05,901:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.750257 seconds ...[0m
2023-09-17 09:23:05,937:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.08628[0m
2023-09-17 09:23:05,937:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 09:23:05,937:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 09:23:08,597:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.659483 seconds ...[0m
2023-09-17 09:23:10,391:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.758040 seconds ...[0m
2023-09-17 09:23:10,391:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.08800[0m
2023-09-17 09:23:10,392:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0302 || HITRATE@10 Avg: 0.0504 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0264[0m
2023-09-17 09:23:10,392:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 09:23:13,243:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.851032 seconds ...[0m
2023-09-17 09:23:13,283:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.08903[0m
2023-09-17 09:23:13,283:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 09:23:13,283:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 09:23:16,087:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.803694 seconds ...[0m
2023-09-17 09:23:16,126:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.08676[0m
2023-09-17 09:23:16,126:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 09:23:16,127:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 09:23:18,805:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.678543 seconds ...[0m
2023-09-17 09:23:18,846:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.08940[0m
2023-09-17 09:23:18,846:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 09:23:18,846:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 09:23:21,540:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.693470 seconds ...[0m
2023-09-17 09:23:21,577:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.08820[0m
2023-09-17 09:23:21,577:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 09:23:21,577:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 09:23:24,373:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.796062 seconds ...[0m
2023-09-17 09:23:26,196:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.786435 seconds ...[0m
2023-09-17 09:23:26,197:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.08679[0m
2023-09-17 09:23:26,197:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0484 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0246[0m
2023-09-17 09:23:26,197:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 09:23:28,990:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.793471 seconds ...[0m
2023-09-17 09:23:29,027:	[1;33m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.08725[0m
2023-09-17 09:23:29,027:	[1;33m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 09:23:29,028:	[1;33m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 09:23:31,760:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.731808 seconds ...[0m
2023-09-17 09:23:31,798:	[1;33m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.08788[0m
2023-09-17 09:23:31,798:	[1;33m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 09:23:31,798:	[1;33m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 09:23:34,513:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.714771 seconds ...[0m
2023-09-17 09:23:34,550:	[1;33m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.08760[0m
2023-09-17 09:23:34,550:	[1;33m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 09:23:34,550:	[1;33m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 09:23:37,230:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.680032 seconds ...[0m
2023-09-17 09:23:37,272:	[1;33m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.08544[0m
2023-09-17 09:23:37,272:	[1;33m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 09:23:37,272:	[1;33m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 09:23:40,053:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.780583 seconds ...[0m
2023-09-17 09:23:41,933:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.841671 seconds ...[0m
2023-09-17 09:23:41,934:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0271*** [0m
2023-09-17 09:23:41,945:	[1;33m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.08489[0m
2023-09-17 09:23:41,945:	[1;33m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0271[0m
2023-09-17 09:23:41,945:	[1;33m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 09:23:44,678:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.732724 seconds ...[0m
2023-09-17 09:23:44,714:	[1;33m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.08684[0m
2023-09-17 09:23:44,715:	[1;33m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 09:23:44,715:	[1;33m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 09:23:47,460:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.745383 seconds ...[0m
2023-09-17 09:23:47,513:	[1;33m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.08752[0m
2023-09-17 09:23:47,513:	[1;33m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 09:23:47,513:	[1;33m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 09:23:50,243:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.729701 seconds ...[0m
2023-09-17 09:23:50,279:	[1;33m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.08836[0m
2023-09-17 09:23:50,279:	[1;33m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 09:23:50,279:	[1;33m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 09:23:53,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.785428 seconds ...[0m
2023-09-17 09:23:53,105:	[1;33m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.08843[0m
2023-09-17 09:23:53,106:	[1;33m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 09:23:53,106:	[1;33m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 09:23:55,811:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.704987 seconds ...[0m
2023-09-17 09:23:57,571:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.720856 seconds ...[0m
2023-09-17 09:23:57,571:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0274*** [0m
2023-09-17 09:23:57,580:	[1;33m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.08598[0m
2023-09-17 09:23:57,581:	[1;33m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0274[0m
2023-09-17 09:23:57,581:	[1;33m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 09:24:00,402:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.821503 seconds ...[0m
2023-09-17 09:24:00,439:	[1;33m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.08703[0m
2023-09-17 09:24:00,439:	[1;33m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 09:24:00,439:	[1;33m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:24:03,152:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.712433 seconds ...[0m
2023-09-17 09:24:03,200:	[1;33m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.08653[0m
2023-09-17 09:24:03,200:	[1;33m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:24:03,200:	[1;33m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:24:05,746:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.546040 seconds ...[0m
2023-09-17 09:24:05,790:	[1;33m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.08563[0m
2023-09-17 09:24:05,790:	[1;33m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:24:05,790:	[1;33m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:24:08,530:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.740199 seconds ...[0m
2023-09-17 09:24:08,566:	[1;33m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.08454[0m
2023-09-17 09:24:08,567:	[1;33m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:24:08,567:	[1;33m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:24:11,391:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.823974 seconds ...[0m
2023-09-17 09:24:13,236:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.808857 seconds ...[0m
2023-09-17 09:24:13,237:	[1;33m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.08646[0m
2023-09-17 09:24:13,237:	[1;33m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0184 || NDCG@10 Avg: 0.0253[0m
2023-09-17 09:24:13,237:	[1;33m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:24:15,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.614430 seconds ...[0m
2023-09-17 09:24:15,892:	[1;33m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.08568[0m
2023-09-17 09:24:15,892:	[1;33m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:24:15,892:	[1;33m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:24:18,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.696715 seconds ...[0m
2023-09-17 09:24:18,627:	[1;33m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.08530[0m
2023-09-17 09:24:18,627:	[1;33m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:24:18,627:	[1;33m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:24:21,312:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.684498 seconds ...[0m
2023-09-17 09:24:21,355:	[1;33m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.08682[0m
2023-09-17 09:24:21,355:	[1;33m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:24:21,355:	[1;33m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:24:24,131:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.775535 seconds ...[0m
2023-09-17 09:24:24,167:	[1;33m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.08678[0m
2023-09-17 09:24:24,167:	[1;33m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:24:24,167:	[1;33m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:24:26,923:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.755591 seconds ...[0m
2023-09-17 09:24:28,795:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.829856 seconds ...[0m
2023-09-17 09:24:28,795:	[1;33m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.08742[0m
2023-09-17 09:24:28,795:	[1;33m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0285 || HITRATE@10 Avg: 0.0499 || NDCG@5 Avg: 0.0181 || NDCG@10 Avg: 0.0249[0m
2023-09-17 09:24:28,795:	[1;33m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:24:31,631:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.835324 seconds ...[0m
2023-09-17 09:24:31,669:	[1;33m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.08623[0m
2023-09-17 09:24:31,669:	[1;33m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:24:31,669:	[1;33m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:24:34,440:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.771113 seconds ...[0m
2023-09-17 09:24:34,478:	[1;33m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.08477[0m
2023-09-17 09:24:34,478:	[1;33m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:24:34,478:	[1;33m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:24:37,187:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.708111 seconds ...[0m
2023-09-17 09:24:37,235:	[1;33m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.08456[0m
2023-09-17 09:24:37,235:	[1;33m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:24:37,235:	[1;33m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:24:40,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.840685 seconds ...[0m
2023-09-17 09:24:40,113:	[1;33m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.08347[0m
2023-09-17 09:24:40,113:	[1;33m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:24:40,113:	[1;33m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:24:42,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.817682 seconds ...[0m
2023-09-17 09:24:44,659:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.690182 seconds ...[0m
2023-09-17 09:24:44,659:	[1;33m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.08472[0m
2023-09-17 09:24:44,659:	[1;33m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0261[0m
2023-09-17 09:24:44,659:	[1;33m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:24:47,452:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.792036 seconds ...[0m
2023-09-17 09:24:47,490:	[1;33m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.08473[0m
2023-09-17 09:24:47,490:	[1;33m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:24:47,490:	[1;33m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:24:50,154:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.663141 seconds ...[0m
2023-09-17 09:24:50,189:	[1;33m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.08650[0m
2023-09-17 09:24:50,190:	[1;33m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:24:50,190:	[1;33m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:24:53,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.818733 seconds ...[0m
2023-09-17 09:24:53,045:	[1;33m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.08543[0m
2023-09-17 09:24:53,046:	[1;33m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:24:53,046:	[1;33m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:24:55,787:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.741599 seconds ...[0m
2023-09-17 09:24:55,829:	[1;33m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.08693[0m
2023-09-17 09:24:55,829:	[1;33m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:24:55,829:	[1;33m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:24:58,556:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.726245 seconds ...[0m
2023-09-17 09:25:00,403:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.809501 seconds ...[0m
2023-09-17 09:25:00,403:	[1;33m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.08585[0m
2023-09-17 09:25:00,404:	[1;33m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0269[0m
2023-09-17 09:25:00,404:	[1;33m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:25:03,191:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.787152 seconds ...[0m
2023-09-17 09:25:03,235:	[1;33m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.08439[0m
2023-09-17 09:25:03,235:	[1;33m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:25:03,235:	[1;33m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:25:05,967:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.731525 seconds ...[0m
2023-09-17 09:25:06,018:	[1;33m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.08708[0m
2023-09-17 09:25:06,018:	[1;33m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:25:06,018:	[1;33m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:25:08,803:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.785445 seconds ...[0m
2023-09-17 09:25:08,840:	[1;33m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.08601[0m
2023-09-17 09:25:08,841:	[1;33m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:25:08,841:	[1;33m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:25:11,663:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.821913 seconds ...[0m
2023-09-17 09:25:11,701:	[1;33m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.08382[0m
2023-09-17 09:25:11,701:	[1;33m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:25:11,701:	[1;33m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:25:14,419:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.717164 seconds ...[0m
2023-09-17 09:25:16,273:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.816028 seconds ...[0m
2023-09-17 09:25:16,274:	[1;33m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.08519[0m
2023-09-17 09:25:16,274:	[1;33m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0204 || NDCG@10 Avg: 0.0272[0m
2023-09-17 09:25:16,274:	[1;33m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:25:19,065:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.791528 seconds ...[0m
2023-09-17 09:25:19,101:	[1;33m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.08523[0m
2023-09-17 09:25:19,101:	[1;33m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:25:19,101:	[1;33m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:25:21,811:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.709570 seconds ...[0m
2023-09-17 09:25:21,850:	[1;33m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.08541[0m
2023-09-17 09:25:21,850:	[1;33m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:25:21,850:	[1;33m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:25:24,578:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.727948 seconds ...[0m
2023-09-17 09:25:24,614:	[1;33m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.08377[0m
2023-09-17 09:25:24,614:	[1;33m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:25:24,614:	[1;33m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:25:27,417:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.803014 seconds ...[0m
2023-09-17 09:25:27,455:	[1;33m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.08355[0m
2023-09-17 09:25:27,455:	[1;33m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:25:27,455:	[1;33m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:25:30,219:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.763391 seconds ...[0m
2023-09-17 09:25:32,029:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.761751 seconds ...[0m
2023-09-17 09:25:32,029:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0279*** [0m
2023-09-17 09:25:32,039:	[1;33m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.08393[0m
2023-09-17 09:25:32,039:	[1;33m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0279[0m
2023-09-17 09:25:32,039:	[1;33m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:25:34,849:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.809911 seconds ...[0m
2023-09-17 09:25:34,886:	[1;33m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08377[0m
2023-09-17 09:25:34,886:	[1;33m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:25:34,886:	[1;33m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:25:37,615:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.729274 seconds ...[0m
2023-09-17 09:25:37,655:	[1;33m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.08478[0m
2023-09-17 09:25:37,655:	[1;33m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:25:37,655:	[1;33m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:25:40,402:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.746482 seconds ...[0m
2023-09-17 09:25:40,439:	[1;33m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.08339[0m
2023-09-17 09:25:40,439:	[1;33m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:25:40,439:	[1;33m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:25:43,258:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.819406 seconds ...[0m
2023-09-17 09:25:43,295:	[1;33m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08618[0m
2023-09-17 09:25:43,295:	[1;33m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:25:43,295:	[1;33m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:25:46,079:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.784157 seconds ...[0m
2023-09-17 09:25:48,039:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.916111 seconds ...[0m
2023-09-17 09:25:48,039:	[1;33m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08352[0m
2023-09-17 09:25:48,039:	[1;33m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0305 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0200 || NDCG@10 Avg: 0.0268[0m
2023-09-17 09:25:48,039:	[1;33m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:25:50,796:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.756841 seconds ...[0m
2023-09-17 09:25:50,835:	[1;33m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.08487[0m
2023-09-17 09:25:50,835:	[1;33m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:25:50,835:	[1;33m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:25:53,548:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.712714 seconds ...[0m
2023-09-17 09:25:53,598:	[1;33m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.08411[0m
2023-09-17 09:25:53,598:	[1;33m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:25:53,598:	[1;33m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:25:56,318:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.719254 seconds ...[0m
2023-09-17 09:25:56,363:	[1;33m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.08325[0m
2023-09-17 09:25:56,364:	[1;33m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:25:56,364:	[1;33m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:25:59,106:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.742128 seconds ...[0m
2023-09-17 09:25:59,144:	[1;33m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08302[0m
2023-09-17 09:25:59,144:	[1;33m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:25:59,144:	[1;33m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:26:02,061:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.917121 seconds ...[0m
2023-09-17 09:26:03,853:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.748544 seconds ...[0m
2023-09-17 09:26:03,854:	[1;33m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08376[0m
2023-09-17 09:26:03,854:	[1;33m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0194 || NDCG@10 Avg: 0.0261[0m
2023-09-17 09:26:03,854:	[1;33m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:26:06,694:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.840255 seconds ...[0m
2023-09-17 09:26:06,732:	[1;33m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08490[0m
2023-09-17 09:26:06,732:	[1;33m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:26:06,732:	[1;33m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:26:09,463:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.730639 seconds ...[0m
2023-09-17 09:26:09,500:	[1;33m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08482[0m
2023-09-17 09:26:09,500:	[1;33m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:26:09,500:	[1;33m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:26:12,317:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.816957 seconds ...[0m
2023-09-17 09:26:12,355:	[1;33m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08414[0m
2023-09-17 09:26:12,356:	[1;33m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:26:12,356:	[1;33m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:26:15,173:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.817569 seconds ...[0m
2023-09-17 09:26:15,213:	[1;33m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08337[0m
2023-09-17 09:26:15,213:	[1;33m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:26:15,213:	[1;33m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:26:17,994:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.781337 seconds ...[0m
2023-09-17 09:26:19,770:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.740573 seconds ...[0m
2023-09-17 09:26:19,771:	[1;33m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08325[0m
2023-09-17 09:26:19,771:	[1;33m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0260[0m
2023-09-17 09:26:19,771:	[1;33m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:26:22,425:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.653967 seconds ...[0m
2023-09-17 09:26:22,465:	[1;33m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08368[0m
2023-09-17 09:26:22,465:	[1;33m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:26:22,465:	[1;33m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:26:25,116:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.650503 seconds ...[0m
2023-09-17 09:26:25,151:	[1;33m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08340[0m
2023-09-17 09:26:25,151:	[1;33m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:26:25,151:	[1;33m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:26:27,829:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.677756 seconds ...[0m
2023-09-17 09:26:27,877:	[1;33m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.08264[0m
2023-09-17 09:26:27,877:	[1;33m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:26:27,878:	[1;33m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:26:30,678:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.800603 seconds ...[0m
2023-09-17 09:26:30,723:	[1;33m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08459[0m
2023-09-17 09:26:30,723:	[1;33m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:26:30,723:	[1;33m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:26:33,476:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.752561 seconds ...[0m
2023-09-17 09:26:35,260:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.748506 seconds ...[0m
2023-09-17 09:26:35,261:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08216[0m
2023-09-17 09:26:35,261:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0321 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0259[0m
2023-09-17 09:26:35,261:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:26:38,099:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.837524 seconds ...[0m
2023-09-17 09:26:38,137:	[1;33m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08222[0m
2023-09-17 09:26:38,137:	[1;33m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:26:38,137:	[1;33m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:26:40,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.756910 seconds ...[0m
2023-09-17 09:26:40,933:	[1;33m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08106[0m
2023-09-17 09:26:40,934:	[1;33m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:26:40,934:	[1;33m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:26:43,492:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.558087 seconds ...[0m
2023-09-17 09:26:43,531:	[1;33m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08263[0m
2023-09-17 09:26:43,531:	[1;33m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:26:43,531:	[1;33m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:26:46,307:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.775103 seconds ...[0m
2023-09-17 09:26:46,353:	[1;33m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08440[0m
2023-09-17 09:26:46,353:	[1;33m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:26:46,353:	[1;33m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:26:49,072:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.718347 seconds ...[0m
2023-09-17 09:26:50,852:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.743556 seconds ...[0m
2023-09-17 09:26:50,852:	[1;33m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08514[0m
2023-09-17 09:26:50,852:	[1;33m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0300 || HITRATE@10 Avg: 0.0509 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0256[0m
2023-09-17 09:26:50,852:	[1;33m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:26:53,729:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.876165 seconds ...[0m
2023-09-17 09:26:53,766:	[1;33m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08206[0m
2023-09-17 09:26:53,766:	[1;33m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:26:53,766:	[1;33m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:26:56,549:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.782825 seconds ...[0m
2023-09-17 09:26:56,586:	[1;33m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08239[0m
2023-09-17 09:26:56,586:	[1;33m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:26:56,586:	[1;33m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:26:59,245:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.658926 seconds ...[0m
2023-09-17 09:26:59,288:	[1;33m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08256[0m
2023-09-17 09:26:59,288:	[1;33m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:26:59,288:	[1;33m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:27:01,913:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.624573 seconds ...[0m
2023-09-17 09:27:01,954:	[1;33m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08364[0m
2023-09-17 09:27:01,954:	[1;33m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:27:01,954:	[1;33m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:27:04,647:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.692682 seconds ...[0m
2023-09-17 09:27:06,430:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.742777 seconds ...[0m
2023-09-17 09:27:06,430:	[1;33m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08214[0m
2023-09-17 09:27:06,430:	[1;33m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0260[0m
2023-09-17 09:27:06,430:	[1;33m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:27:09,254:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.823171 seconds ...[0m
2023-09-17 09:27:09,294:	[1;33m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08290[0m
2023-09-17 09:27:09,294:	[1;33m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:27:09,294:	[1;33m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:27:12,112:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.817583 seconds ...[0m
2023-09-17 09:27:12,147:	[1;33m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08162[0m
2023-09-17 09:27:12,148:	[1;33m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:27:12,148:	[1;33m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:27:14,909:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.761477 seconds ...[0m
2023-09-17 09:27:14,951:	[1;33m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08216[0m
2023-09-17 09:27:14,951:	[1;33m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:27:14,951:	[1;33m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:27:17,607:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.655460 seconds ...[0m
2023-09-17 09:27:17,646:	[1;33m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08322[0m
2023-09-17 09:27:17,646:	[1;33m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:27:17,646:	[1;33m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:27:20,321:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.674254 seconds ...[0m
2023-09-17 09:27:22,034:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.673188 seconds ...[0m
2023-09-17 09:27:22,034:	[1;33m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08304[0m
2023-09-17 09:27:22,034:	[1;33m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0265[0m
2023-09-17 09:27:22,035:	[1;33m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:27:24,689:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.653989 seconds ...[0m
2023-09-17 09:27:24,727:	[1;33m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08345[0m
2023-09-17 09:27:24,727:	[1;33m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:27:24,728:	[1;33m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:27:27,483:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.755426 seconds ...[0m
2023-09-17 09:27:27,520:	[1;33m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08090[0m
2023-09-17 09:27:27,520:	[1;33m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:27:27,520:	[1;33m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:27:30,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.641349 seconds ...[0m
2023-09-17 09:27:30,198:	[1;33m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08114[0m
2023-09-17 09:27:30,198:	[1;33m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:27:30,198:	[1;33m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:27:33,057:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.858326 seconds ...[0m
2023-09-17 09:27:33,094:	[1;33m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08261[0m
2023-09-17 09:27:33,094:	[1;33m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:27:33,094:	[1;33m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:27:35,810:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.716208 seconds ...[0m
2023-09-17 09:27:37,690:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.843429 seconds ...[0m
2023-09-17 09:27:37,690:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0280*** [0m
2023-09-17 09:27:37,700:	[1;33m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08082[0m
2023-09-17 09:27:37,700:	[1;33m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0095 || HITRATE@5 Avg: 0.0322 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0280[0m
2023-09-17 09:27:37,700:	[1;33m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:27:40,454:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.753243 seconds ...[0m
2023-09-17 09:27:40,504:	[1;33m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08099[0m
2023-09-17 09:27:40,504:	[1;33m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:27:40,504:	[1;33m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:27:43,157:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.652538 seconds ...[0m
2023-09-17 09:27:43,195:	[1;33m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08217[0m
2023-09-17 09:27:43,195:	[1;33m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:27:43,196:	[1;33m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:27:45,834:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.638715 seconds ...[0m
2023-09-17 09:27:45,870:	[1;33m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08135[0m
2023-09-17 09:27:45,870:	[1;33m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:27:45,870:	[1;33m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:27:48,595:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.724406 seconds ...[0m
2023-09-17 09:27:48,636:	[1;33m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08124[0m
2023-09-17 09:27:48,636:	[1;33m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:27:48,636:	[1;33m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:27:51,407:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.770395 seconds ...[0m
2023-09-17 09:27:53,339:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.886939 seconds ...[0m
2023-09-17 09:27:53,339:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0291*** [0m
2023-09-17 09:27:53,349:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08193[0m
2023-09-17 09:27:53,349:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0291[0m
2023-09-17 09:27:53,349:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:27:56,124:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.774704 seconds ...[0m
2023-09-17 09:27:56,161:	[1;33m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08374[0m
2023-09-17 09:27:56,161:	[1;33m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:27:56,161:	[1;33m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:27:58,927:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.766006 seconds ...[0m
2023-09-17 09:27:58,973:	[1;33m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08299[0m
2023-09-17 09:27:58,973:	[1;33m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:27:58,974:	[1;33m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:28:01,666:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.692080 seconds ...[0m
2023-09-17 09:28:01,706:	[1;33m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08247[0m
2023-09-17 09:28:01,707:	[1;33m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:28:01,707:	[1;33m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:28:04,494:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.786695 seconds ...[0m
2023-09-17 09:28:04,530:	[1;33m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08281[0m
2023-09-17 09:28:04,530:	[1;33m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:28:04,531:	[1;33m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:28:07,396:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.865035 seconds ...[0m
2023-09-17 09:28:09,272:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.839195 seconds ...[0m
2023-09-17 09:28:09,273:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08248[0m
2023-09-17 09:28:09,273:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0554 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0290[0m
2023-09-17 09:28:09,273:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:28:12,011:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.737711 seconds ...[0m
2023-09-17 09:28:12,047:	[1;33m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08175[0m
2023-09-17 09:28:12,047:	[1;33m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:28:12,047:	[1;33m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:28:14,784:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.736329 seconds ...[0m
2023-09-17 09:28:14,823:	[1;33m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08259[0m
2023-09-17 09:28:14,823:	[1;33m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:28:14,823:	[1;33m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:28:17,467:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.643856 seconds ...[0m
2023-09-17 09:28:17,503:	[1;33m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.07959[0m
2023-09-17 09:28:17,504:	[1;33m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:28:17,504:	[1;33m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:28:20,242:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.738485 seconds ...[0m
2023-09-17 09:28:20,279:	[1;33m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08231[0m
2023-09-17 09:28:20,279:	[1;33m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:28:20,279:	[1;33m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:28:23,075:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.796093 seconds ...[0m
2023-09-17 09:28:24,917:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.805793 seconds ...[0m
2023-09-17 09:28:24,918:	[1;33m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08097[0m
2023-09-17 09:28:24,918:	[1;33m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0284[0m
2023-09-17 09:28:24,918:	[1;33m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:28:27,541:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.622415 seconds ...[0m
2023-09-17 09:28:27,577:	[1;33m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08074[0m
2023-09-17 09:28:27,577:	[1;33m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:28:27,577:	[1;33m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:28:30,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.714035 seconds ...[0m
2023-09-17 09:28:30,330:	[1;33m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08018[0m
2023-09-17 09:28:30,331:	[1;33m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:28:30,331:	[1;33m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:28:32,973:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.641845 seconds ...[0m
2023-09-17 09:28:33,008:	[1;33m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08252[0m
2023-09-17 09:28:33,008:	[1;33m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:28:33,009:	[1;33m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:28:35,609:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.599889 seconds ...[0m
2023-09-17 09:28:35,650:	[1;33m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08203[0m
2023-09-17 09:28:35,650:	[1;33m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:28:35,650:	[1;33m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:28:38,337:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.686826 seconds ...[0m
2023-09-17 09:28:40,078:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.732181 seconds ...[0m
2023-09-17 09:28:41,786:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.708004 seconds ...[0m
2023-09-17 09:28:41,786:	[1;33m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08125[0m
2023-09-17 09:28:41,786:	[1;33m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0328 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0284[0m
2023-09-17 09:28:41,787:	[1;33m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0480 || NDCG@5 Avg: 0.0196 || NDCG@10 Avg: 0.0255[0m
2023-09-17 09:28:43,399:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.079592     292
1   valid   HITRATE@1  0.010303     285
2   valid   HITRATE@5  0.034875     285
3   valid  HITRATE@10  0.056099     295
4   valid      NDCG@5  0.022686     285
5   valid     NDCG@10  0.029126     285
6    test   HITRATE@1  0.009273       0
7    test   HITRATE@5  0.029672       0
8    test  HITRATE@10  0.047960       0
9    test      NDCG@5  0.019624       0
10   test     NDCG@10  0.025497       0[0m
2023-09-17 09:28:43,399:	[1;33m[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/3-0917091245[0m
2023-09-17 09:28:43,493:	[1;33m[Wall TIME] >>> Coach.summary takes 1.706639 seconds ...[0m
2023-09-17 09:28:43,494:	[1;33m[Coach] >>> Load best model @Epoch 285  [0m
2023-09-17 09:28:45,212:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.713529 seconds ...[0m
2023-09-17 09:28:46,851:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 1.639033 seconds ...[0m
2023-09-17 09:28:46,852:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>> [0m
2023-09-17 09:28:46,852:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0291[0m
2023-09-17 09:28:46,852:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0276 || HITRATE@10 Avg: 0.0449 || NDCG@5 Avg: 0.0178 || NDCG@10 Avg: 0.0234[0m
2023-09-17 09:28:46,857:	[1;33m[Wall TIME] >>> Coach.fit takes 954.116082 seconds ...[0m
