You can download the previous conda tar from https://anaconda.org/soumith/repo 4 and install using conda and passing the downloaded file.
also, I’d look into broadcasting, it might be one of the things that could be affecting your results (but not in your model definition, as I could run it, maybe somewhere else in your code)