Update autogradyt_tutorial.py #2247
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Fix #2219
According to the doc, the default value of optimizer.zero_grad has changed from True to False which results in the tutorial failing against the 2.0 binaries unless explicitly specified. To fix this in the autograd tutorial, adding the following: