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Add reduce functions for FDTensor (#81)
* Add eigen tensor structure * Add Reduce function * Add cpp unittest framework * Add reduce function unittest * Add pr template * Add comments and docs for reduce function * Fix typo * Add ENABLE_FDTENSOR_FUNC macro * Add Todo comment * Add CheckData overload * Fix CheckData overload operator() Co-authored-by: Jason <jiangjiajun@baidu.com>
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<!-- Demo: https://github.com/PaddlePaddle/Paddle/pull/24810 -->
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### PR types
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<!-- One of [ New features | Bug fixes | Function optimization | Performance optimization | Breaking changes | Others ] -->
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### PR changes
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<!-- One of [ OPs | APIs | Docs | Others ] -->
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### Describe
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<!-- Describe what this PR does -->
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