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TROUBLESHOOTING.md

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Troubleshooting

Below is a list of common errors and their possible solutions:

CUDA related errors:

d2.utils.memory Attempting to copy inputs of <function paste_masks_in_image at ...> to CPU due to CUDA OOM

If this error occurs during the sampling of the most uncertain images, it might indicate that your GPU has memory issues when sampling the images. A possible solution is to reduce the number of Monte-Carlo iterations (mcd_iterations) and/or the pool size (pool_size) in your configuration file (maskAL.yaml).