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Share convolution buffers to reduce memory usage #2016

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Share convolution buffers to reduce memory usage #2016

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Commits on Mar 4, 2016

  1. share columnation buffers for convolution to save memory 

    share the im2col / col2im buffers among convolution + deconvolution
layers by making the buffer a static member.

@longjon deserves all the credit for the reshaping BVLC#594 and this patch.
    @shelhamer
    shelhamer committed Mar 4, 2016
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