Amazing, thanks so much for the comment.
I was able to get reproducible results using what you recommended. In my case, I found that it was the creation of the new learner that reset the random seed. So I needed to call my random_seed() function before I initialised the ConvLearner object.
I’ve added a couple pictures to help illustrate for anyone looking at this in the future.
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