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https://issues.apache.org/jira/browse/SINGA-507?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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zhangzhaoqi closed SINGA-507.
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> conv and pooling support same padding mode
> ------------------------------------------
>
> Key: SINGA-507
> URL: https://issues.apache.org/jira/browse/SINGA-507
> Project: Singa
> Issue Type: New Feature
> Reporter: zhangzhaoqi
> Priority: Major
> Time Spent: 0.5h
> Remaining Estimate: 0h
>
> since onnx requests same padding mode, we need to optimize conv and pooling
> these 2 operators.
> FYI:
> {quote}auto_pad must be either NOTSET, SAME_UPPER, SAME_LOWER or VALID. Where
> default value is NOTSET, which means explicit padding is used. SAME_UPPER or
> SAME_LOWER mean pad the input so that the output spatial size match the
> input.In case of odd number add the extra padding at the end for SAME_UPPER
> and at the beginning for SAME_LOWER. VALID mean no padding.
> {quote}
> This JR will finish:
> # conv and pooling support SAME_UPPER, SAME_LOWER for both forward and
> backward, 2d and 1d.
> # For SAME_UPPER, SAME_LOWER, can do shape checking, and if not set shape,
> can compute the correct shape.
> # Test cases.
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