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Posted to issues@hivemall.apache.org by "Makoto Yui (JIRA)" <ji...@apache.org> on 2018/12/06 07:54:00 UTC
[jira] [Updated] (HIVEMALL-230) Revise Optimizer Implementation
[ 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]
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