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Group: composer_id-ASAP-perfmidi-matrix-res800-chl1

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2023-03-15 19:14:54

Epoch 89: 86%|█████████▍ | 44/51 [00:33<00:05, 1.32it/s, loss=0.15, v_num=t0fg, train_loss_step=0.0909, train_acc_step=1.000, val_loss=0.216, val_acc=0.947, train_loss_epoch=0.145, train_acc_epoch=0.964]

2023-03-15 19:15:33

Epoch 90: 88%|█████████▋ | 45/51 [00:34<00:04, 1.31it/s, loss=0.139, v_num=t0fg, train_loss_step=0.343, train_acc_step=0.909, val_loss=0.226, val_acc=0.947, train_loss_epoch=0.139, train_acc_epoch=0.964]

2023-03-15 19:16:07

Epoch 91: 88%|█████████▋ | 45/51 [00:31<00:04, 1.42it/s, loss=0.152, v_num=t0fg, train_loss_step=0.124, train_acc_step=1.000, val_loss=0.209, val_acc=0.947, train_loss_epoch=0.143, train_acc_epoch=0.962]

2023-03-15 19:16:33

Testing DataLoader 0: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 9/9 [00:21<00:00, 2.39s/it]

2023-03-15 19:16:10

LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]

2023-03-15 19:16:10

/homes/hz009/anaconda3/lib/python3.9/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:488: PossibleUserWarning: Your `test_dataloader`'s sampler has shuffling enabled, it is strongly recommended that you turn shuffling off for val/test/predict dataloaders.

2023-03-15 19:16:10

rank_zero_warn(

2023-03-15 19:16:33

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓

2023-03-15 19:16:33

┃ Test metric ┃ DataLoader 0 ┃

2023-03-15 19:16:33

┡━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩

2023-03-15 19:16:33

│ test_acc │ 0.9065420627593994 │

2023-03-15 19:16:33

│ test_auroc │ 0.9051556587219238 │

2023-03-15 19:16:33

│ test_fscore │ 0.5742588043212891 │

2023-03-15 19:16:33

└───────────────────────────┴───────────────────────────┘