USE V-0.1.9 (or lower) OF PYTORCH, AND NOT V-0.1.10 #7
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NEED TO USE V-0.1.9 (or lower) OF PYTORCH, AND NOT V-0.1.10 BECAUSE OF THIS ISSUE:
https://discuss.pytorch.org/t/problem-on-variable-grad-data/957/7
Although I'm not positive. Maybe it somehow does still work with V-0.1.10 even though you can't manually reinitialize the gradient unless you use D_Kay's init hack.