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Convnet prep #133
I realized that there's a number of fixes as part of the convnet stuff that are useful by themselves, and would be helpful for the work I'm doing now. Since it still could be a little while before the actual convnet PR is merged, I figured that this could be a separate PR. A lot of it is not directly related to convnets, it's just bugs I found or things I needed to fix as part of doing that work.