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https://issues.apache.org/jira/browse/MADLIB-1330?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nandish Jayaram reassigned MADLIB-1330:
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Assignee: Nandish Jayaram
> DL: Do not compile model for predict and add GPU support
> --------------------------------------------------------
>
> Key: MADLIB-1330
> URL: https://issues.apache.org/jira/browse/MADLIB-1330
> Project: Apache MADlib
> Issue Type: Improvement
> Components: Deep Learning
> Reporter: Nandish Jayaram
> Assignee: Nandish Jayaram
> Priority: Major
> Fix For: v1.16
>
>
> In internal_keras_predict, we compile the model for every row. Starting from
> keras 1.0.3, keras predict does not need a compiled model. This will make our
> current predict code(which does not use SD) easier and hopefully slightly
> faster even with CPU. See more details here
> https://github.com/keras-team/keras/issues/3074
> Acceptance:
> 1. Validate that removing the compile code does not impact the accuracy of
> the results
> 2. Add new optional param named use_gpu in predict interface.
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