[
https://issues.apache.org/jira/browse/HIVEMALL-230?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Makoto Yui updated HIVEMALL-230:
--------------------------------
Description:
[Learning rate scheme of
ADAM|https://github.com/apache/incubator-hivemall/blame/bc06c93d817e67973ca923bca1cf583e6db65440/core/src/main/java/hivemall/optimizer/Optimizer.java#L74]
should be revised to use the original scheme.
[https://gyazo.com/bf66db3de38b7c91ee1710796f679e49]
[https://openreview.net/pdf?id=ryQu7f-RZ]
[https://github.com/chainer/chainer/blob/master/chainer/optimizers/adam.py#L30]
[https://github.com/keras-team/keras/blob/master/keras/optimizers.py#L330]
[https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/training_ops.cc#L338]
was:
[Learning rate scheme of
Adam|[https://github.com/apache/incubator-hivemall/blame/bc06c93d817e67973ca923bca1cf583e6db65440/core/src/main/java/hivemall/optimizer/Optimizer.java#L74]|https://github.com/apache/incubator-hivemall/blame/bc06c93d817e67973ca923bca1cf583e6db65440/core/src/main/java/hivemall/optimizer/Optimizer.java#L74]
should be revised to use the original scheme.
[https://gyazo.com/bf66db3de38b7c91ee1710796f679e49]
[https://openreview.net/pdf?id=ryQu7f-RZ]
[https://github.com/chainer/chainer/blob/master/chainer/optimizers/adam.py#L30]
[https://github.com/keras-team/keras/blob/master/keras/optimizers.py#L330]
[https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/training_ops.cc#L338]
> Revise Optimizer Implementation
> -------------------------------
>
> Key: HIVEMALL-230
> URL: https://issues.apache.org/jira/browse/HIVEMALL-230
> Project: Hivemall
> Issue Type: Improvement
> Affects Versions: 0.5.2
> Reporter: Makoto Yui
> Assignee: Makoto Yui
> Priority: Minor
> Fix For: 0.6.0
>
>
> [Learning rate scheme of
> ADAM|https://github.com/apache/incubator-hivemall/blame/bc06c93d817e67973ca923bca1cf583e6db65440/core/src/main/java/hivemall/optimizer/Optimizer.java#L74]
> should be revised to use the original scheme.
> [https://gyazo.com/bf66db3de38b7c91ee1710796f679e49]
> [https://openreview.net/pdf?id=ryQu7f-RZ]
> [https://github.com/chainer/chainer/blob/master/chainer/optimizers/adam.py#L30]
> [https://github.com/keras-team/keras/blob/master/keras/optimizers.py#L330]
>
> [https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/training_ops.cc#L338]
--
This message was sent by Atlassian JIRA
(v7.6.3#76005)
