17 numerical stability issues in gradient for log1mexp#18
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Clamping sets the gradient to zero, even when it might be very large. So although clamping avoids nans, it's not a real solution. I did some debugging, and it seems like the culprit was actually the use of |
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Added a failing test and fix for gradient instability for log1mexp. This new implementation does not seem to be sensitive to the value of eps.