This still happens in Fastai 2.2.5, I can only complete ClassificationInterpretation.from_learner() with 20k images (I’m on a cluster node with 128 Gb of RAM). With just some more images, the process gets killed by OOM reaper. I’ll try @aaerox modification then I’ll open a pull request (if it’s not there yet).