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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2019/10/15 15:37:47 UTC
[GitHub] [incubator-mxnet] wkcn commented on a change in pull request
#16487: Fix learning rate scheduler being unexpectedly overwritten by
optimizer's default value
wkcn commented on a change in pull request #16487: Fix learning rate scheduler being unexpectedly overwritten by optimizer's default value
URL: https://github.com/apache/incubator-mxnet/pull/16487#discussion_r335025198
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File path: python/mxnet/optimizer/optimizer.py
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@@ -63,8 +63,10 @@ class Optimizer(object):
clip_gradient : float, optional, default None
Clip the gradient by projecting onto the box ``[-clip_gradient, clip_gradient]``.
- learning_rate : float, optional, default 0.01
- The initial learning rate.
+ learning_rate : float, optional, default None
+ The initial learning rate. If None, the optimization will use the
+ learning rate from ``lr_scheduler``. If not None, it will overwrite
Review comment:
If None and lr_scheduler is None, lr is 0.01 by default.
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