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Just a small PR to enable the
error_if_nonfinite=True
keyboard inclip_grad_norm_()
. This raises a RuntimeError ifnan
is detected during the backward pass, rather than silently failing. This will be the default behavior in future versions ofPytorch
. Updated the version ofPytorch
to 1.9 support this and slightly refactoredApproximation.step()
to be more readable.