Hello all, I was wondering if anyone was able to solve the following error. I’m still reading about it on the forums but I’m not understanding what the error is. I’ve tried significantly reducing my data size and using different measures for accuracy.
CUDA error: device-side assert triggered
Update: Switched to CPU to get a more accurate stack trace by doing defaults.device = ‘cpu’ . Updated commit.
Update2: Added some of the print statements I’m using to debug what’s wrong. Getting a better idea!
Update3: Met with a mentor and she pointed out that there was no association with codes.txt in the sample notebook. In the original Camvid dataset there are RGB values associated with each class. However, this is not true in the dataset pulled with the fastai notebook. This was confirmed after I cloned and tried to run the sample notebook from Github. It produced the same error I was getting. Going to try setting up those associations again.
Can anyone please have a look at my notebook and advise on how to resolve this error?
Im trying to do image segmentation on the ADE20k dataset and using even a small dataset of 450 images throws the cuda : device side assert error