dangpzanco / Patch-Conv

Evaluating different ways of convolving on batches of patches

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Patch-Conv

Evaluating different ways of convolving on batches of patches

Dependencies

PyTorch 1.2

To use

Install with: python setup.py install

To run the profile scripts: python profile_comparison.py

You can check that the custom CUDA kernels for patch_im2col and patch_col2im and are correct by running python test_patch_conv.py and/or python test_transposed_patch_conv.py.

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Evaluating different ways of convolving on batches of patches


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Language:C++ 46.0%Language:Cuda 27.5%Language:Python 26.5%