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Add cpu implementation for Deformable Convolution #14879
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Great Work! Thanks for your contribution! Could you please add a forward consistance check in /~https://github.com/apache/incubator-mxnet/blob/master/tests/python/gpu/test_operator_gpu.py ? Thank you! |
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@mxnet-label-bot add [pr-awaiting-review] |
arcadiaphy
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@wkcn Could you please review this PR once again? Thanks! |
wkcn
approved these changes
May 22, 2019
larroy
reviewed
May 22, 2019
| } | ||
| else { | ||
| h_high = h_low + 1; | ||
| } | ||
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| if (w_low >= width - 1) { | ||
| w_high = w_low = width - 1; | ||
| w = (DType)w_low; | ||
| w = static_cast<DType>(w_low); |
| // num_axes should be smaller than block size | ||
| index_t num_spatial_axes = kernel_shape.ndim(); | ||
| int num_spatial_axes = kernel_shape.ndim(); |
larroy
reviewed
May 22, 2019
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| if (h_low >= height - 1) { | ||
| h_high = height - 1; | ||
| h = static_cast<DType>(h_low); |
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Right, I'll look into the code in the perspective of overflow and change the type of int used in indexing and tensor size to index_t.
For int to float conversion, I think the overflow can't happens in float32 or float64.
haohuanw
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Jun 23, 2019
* add cpu deformable_im2col * fix doc string * fix lint * add consistency check * fix code style * add cpu deformable_col2im, deformable_col2im_coord * update consistency test * unify variable names * fix lint * update to index_t
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Description
Add cpu deformable_im2col implementation, also fix some errors in doc string.
Update:
The whole cpu part is implemented, and the code style is fixed to pass lint check.
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