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2023-03-09 04:46:12
Epoch 200:  88%|██████▏| 266/302 [01:41<00:13,  2.61it/s, loss=0.276, v_num=toxt, train_loss_step=0.0145, train_acc_step=1.000, val_loss=0.571, val_acc=0.880, train_loss_epoch=0.111, train_acc_epoch=0.987]
2023-03-09 04:47:58
Epoch 201:  87%|█████▏| 264/302 [01:40<00:14,  2.63it/s, loss=0.0927, v_num=toxt, train_loss_step=0.0157, train_acc_step=1.000, val_loss=0.609, val_acc=0.840, train_loss_epoch=0.110, train_acc_epoch=0.985]
2023-03-09 04:49:44
Epoch 202:  87%|██████▉ | 264/302 [01:39<00:14,  2.65it/s, loss=0.103, v_num=toxt, train_loss_step=0.012, train_acc_step=1.000, val_loss=0.645, val_acc=0.867, train_loss_epoch=0.104, train_acc_epoch=0.983]
2023-03-09 04:50:03
Testing DataLoader 0: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 54/54 [00:08<00:00,  6.45it/s]
2023-03-09 04:49:53
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2]
2023-03-09 04:49:53
/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.
2023-03-09 04:49:53
  rank_zero_warn(
2023-03-09 04:50:03
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
2023-03-09 04:50:03
┃        Test metric        ┃       DataLoader 0        ┃
2023-03-09 04:50:03
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
2023-03-09 04:50:03
│         test_acc          │    0.7570093274116516     │
2023-03-09 04:50:03
│        test_auroc         │    0.8626962304115295     │
2023-03-09 04:50:03
│        test_fscore        │    0.49288803339004517    │
2023-03-09 04:50:03
└───────────────────────────┴───────────────────────────┘