The torchvision.dataset.CIFAR10 downloads binary files, while it seems your dataset has folders which contain images. Did you create these folders manually from the torchvision data?
Anyway, this wouldn’t explain the issue you are seeing.
How many times did you rerun the training and could you post a code snippet to reproduce this issue?