Fix ema decay#1868
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patil-suraj
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Dec 30, 2022
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Looks good, just left one nit. Thanks a lot, @jorgemcgomes for spotting the bug!
| self.decay = self.get_decay(self.optimization_step) | ||
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| # Compute the decay factor for the exponential moving average. | ||
| current_decay = (1 + self.optimization_step) / (10 + self.optimization_step) |
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(nit) this is not the current decay, current decay is
min(decay, (1 + self.optimization_step) / (10 + self.optimization_step))
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You are right! I didn't like value because it doesn't mean anything, but will go back to it because can't think of anything better right now.
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Fixes #1864