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2023-03-31 16:14:19

LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]

2023-03-31 16:14:19

/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.

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rank_zero_warn(

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/homes/hz009/anaconda3/lib/python3.9/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:224: PossibleUserWarning: The dataloader, test_dataloader 0, does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` (try 80 which is the number of cpus on this machine) in the `DataLoader` init to improve performance.

2023-03-31 16:14:19

rank_zero_warn(

2023-03-31 16:14:21

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

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┃ Test metric ┃ DataLoader 0 ┃

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

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│ test_acc │ 0.6060606241226196 │

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│ test_auroc │ 0.5626218914985657 │

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│ test_fscore │ 0.2209596037864685 │

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

2023-03-31 16:14:21

/homes/hz009/anaconda3/lib/python3.9/site-packages/torchmetrics/utilities/prints.py:36: UserWarning: No negative samples in targets, false positive value should be meaningless. Returning zero tensor in false positive score

2023-03-31 16:14:21

warnings.warn(*args, **kwargs)