More consistent use of eps.

This commit is contained in:
Daniel Povey 2022-05-27 17:41:19 +08:00
parent eed864a3db
commit 4efe920401

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@ -639,9 +639,9 @@ class Cain(Optimizer):
this_delta_ref = grad / denom
this_delta = grad / (exp_avg_sq + eps)
this_delta = grad / (exp_avg_sq + eps*eps)
renorm_scale = ((this_delta_ref**2).mean() / ((this_delta**2).mean() + eps)) ** 0.5
renorm_scale = ((this_delta_ref**2).mean() / ((this_delta**2).mean() + eps*eps)) ** 0.5
this_delta = self._change_coordinates(this_delta, state, forward=False)