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Posted to dev@singa.apache.org by "Shicheng (JIRA)" <ji...@apache.org> on 2018/11/06 14:11:00 UTC

[jira] [Commented] (SINGA-333) Add support for Open Neural Network Exchange (ONNX) format

    [ https://issues.apache.org/jira/browse/SINGA-333?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16676804#comment-16676804 ] 

Shicheng commented on SINGA-333:
--------------------------------

Hi,

I just write some toy code to save onnx model and load onnx model in singa.

I update the code to github. [https://github.com/ShichengChen/singa-onnx]

If there is no problem, I will support all singa layers to exchange with onnx model.

Best,

> Add support for Open Neural Network Exchange (ONNX) format
> ----------------------------------------------------------
>
>                 Key: SINGA-333
>                 URL: https://issues.apache.org/jira/browse/SINGA-333
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Moaz Reyad
>            Priority: Major
>
> The [Open Neural Network Exchange (ONNX)|https://onnx.ai/] is a format for interchanging neural network models between AI systems. 
> The ONNX code is available here:
> https://github.com/onnx/onnx
> It can be a useful feature for SINGA to support this format. However, ONNX is graph based and some extra work will be required to convert SINGA models to this format. May be some core parts of SINGA must to be upgraded first.
> This issue is open for studying and discussing the proposed feature of supporting ONNX.



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