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2023-03-31 14:42:27

LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [1]

2023-03-31 14:42:27

/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 14:42:27

rank_zero_warn(

2023-03-31 14:42:29

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

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┃ Test metric ┃ DataLoader 0 ┃

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

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│ test_acc │ 0.6363636255264282 │

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│ test_auroc │ 0.576181173324585 │

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│ test_fscore │ 0.19264069199562073 │

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

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/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

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warnings.warn(*args, **kwargs)