SparseConvTransposeBackpropFilterOpKernel< TIndex > Class Template Reference

#include <SparseConvTransposeBackpropFilterOpKernel.h>

Inheritance diagram for SparseConvTransposeBackpropFilterOpKernel< TIndex >:

Public Member Functions
	SparseConvTransposeBackpropFilterOpKernel (tensorflow::OpKernelConstruction *construction)
void	Compute (tensorflow::OpKernelContext *context) override
virtual void	Kernel (tensorflow::OpKernelContext *context, const tensorflow::Tensor &filter, const tensorflow::Tensor &out_importance, const tensorflow::Tensor &inp_features, const tensorflow::Tensor &inp_neighbors_importance_sum, const tensorflow::Tensor &inp_neighbors_row_splits, const tensorflow::Tensor &neighbors_index, const tensorflow::Tensor &neighbors_kernel_index, const tensorflow::Tensor &neighbors_importance, const tensorflow::Tensor &neighbors_row_splits, const tensorflow::Tensor &out_features_gradient, const std::vector< int > &filter_dims, const bool point_importances, const bool has_neighbors_importances, tensorflow::Tensor &filter_backprop)=0

Data Fields
bool	normalize
int	max_temp_mem_MB

Constructor & Destructor Documentation

SparseConvTransposeBackpropFilterOpKernel()

template<class TIndex >

SparseConvTransposeBackpropFilterOpKernel< TIndex >::SparseConvTransposeBackpropFilterOpKernel ( tensorflow::OpKernelConstruction *  construction )

inlineexplicit

Member Function Documentation

Compute()

template<class TIndex >

void SparseConvTransposeBackpropFilterOpKernel< TIndex >::Compute ( tensorflow::OpKernelContext *  context )

inlineoverride

Kernel()

template<class TIndex >

virtual void SparseConvTransposeBackpropFilterOpKernel< TIndex >::Kernel ( tensorflow::OpKernelContext *  context, const tensorflow::Tensor &  filter, const tensorflow::Tensor &  out_importance, const tensorflow::Tensor &  inp_features, const tensorflow::Tensor &  inp_neighbors_importance_sum, const tensorflow::Tensor &  inp_neighbors_row_splits, const tensorflow::Tensor &  neighbors_index, const tensorflow::Tensor &  neighbors_kernel_index, const tensorflow::Tensor &  neighbors_importance, const tensorflow::Tensor &  neighbors_row_splits, const tensorflow::Tensor &  out_features_gradient, const std::vector< int > &  filter_dims, const bool  point_importances, const bool  has_neighbors_importances, tensorflow::Tensor &  filter_backprop  )

pure virtual

Implemented in SparseConvTransposeBackpropFilterOpKernelCPU< TFeat, TOut, TIndex, TKernelIndex >.

Field Documentation

max_temp_mem_MB

template<class TIndex >

int SparseConvTransposeBackpropFilterOpKernel< TIndex >::max_temp_mem_MB

normalize

template<class TIndex >

bool SparseConvTransposeBackpropFilterOpKernel< TIndex >::normalize

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The documentation for this class was generated from the following file:

• /home/runner/work/Open3D/Open3D/cpp/open3d/ml/tensorflow/sparse_conv/SparseConvTransposeBackpropFilterOpKernel.h (b9e049c (Sun Dec 31 11:36:26 2023 -0800))