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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/12/19 03:53:21 UTC
[GitHub] solin319 opened a new pull request #13683: fix bug in nag optimizer
solin319 opened a new pull request #13683: fix bug in nag optimizer
URL: https://github.com/apache/incubator-mxnet/pull/13683
```
grad += wd * weight
mom[:] += grad
grad[:] += self.momentum * mom
weight[:] += -lr * grad
```
This will minus wd*weight twice, but in formula
```
state = momentum * state + grad + wd * weight
weight = weight - (lr * (grad + momentum * state))
````
only minus once.
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