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Posted to issues@madlib.apache.org by "Frank McQuillan (JIRA)" <ji...@apache.org> on 2019/03/29 01:06:00 UTC
[jira] [Assigned] (MADLIB-1306) Helper function to load and manage
Keras models
[ https://issues.apache.org/jira/browse/MADLIB-1306?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Frank McQuillan reassigned MADLIB-1306:
---------------------------------------
Assignee: Frank McQuillan
> Helper function to load and manage Keras models
> -----------------------------------------------
>
> Key: MADLIB-1306
> URL: https://issues.apache.org/jira/browse/MADLIB-1306
> Project: Apache MADlib
> Issue Type: New Feature
> Components: Module: Neural Networks
> Reporter: Frank McQuillan
> Assignee: Frank McQuillan
> Priority: Major
> Fix For: v1.16
>
>
> Proposed interface:
> {code}
> load_keras_model (
> model_arch_table, -- Table of architectures
> model_arch -- JSON string
> )
> delete_keras_model (
> model_arch_table,
> model_id
> )
> {code}
> Format of architecture table:
> |model_id | model_arch |model_weights | `__internal_madlib_id__` |
> |INTEGER | JSON |DOUBLE PRECISION[] | TEXT |
> Later JIRA will handle the model weight loading and management
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