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Support variable-length input feature for convolution operation. #2198

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qingqing01 opened this issue May 18, 2017 · 0 comments
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Support variable-length input feature for convolution operation. #2198

qingqing01 opened this issue May 18, 2017 · 0 comments

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@qingqing01
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qingqing01 commented May 18, 2017

Some applications, such as OCR, image segmentation, detection, speech, need to support variable-length input feature. Now, the API only supports fixed-length 2D or 3D feature and expands them to a vector as input.

For the 2-D convolution operation, each sample in one mini-batch must have the similarly size in PaddlePaddle now. But, it supports variable-dimension feature across mini-batch. We'd like to support this feature.

  • Expose these interfaces for Arguments in swig firstly.
  • Then support this feature in Python API.
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