ONE - On-device Neural Engine
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Public Member Functions
loco::DepthwiseFilterDecoder Struct Referenceabstract

Describe how to build a tensor from a depthwise convolution filter. More...

#include <DepthwiseFilterCodec.h>

Public Member Functions

virtual ~DepthwiseFilterDecoder ()=default
 
virtual TensorShape shape (const DepthwiseFilterShape &shape) const =0
 
virtual DepthwiseFilterIndex value (const TensorIndex &index) const =0
 

Detailed Description

Describe how to build a tensor from a depthwise convolution filter.

Let us assume that "dec" is a depthwise filter decoder.

Given a depthwise filter "inp" and its shape "inp.shape", "dec" builds a tensor "out" as follows:

for each valid tensor_index for dec.shape(inp.shape) out.at(tensor_index) = inp.at(dec.value(tensor_index))

Definition at line 59 of file DepthwiseFilterCodec.h.

Constructor & Destructor Documentation

◆ ~DepthwiseFilterDecoder()

virtual loco::DepthwiseFilterDecoder::~DepthwiseFilterDecoder ( )
virtualdefault

Member Function Documentation

◆ shape()

virtual TensorShape loco::DepthwiseFilterDecoder::shape ( const DepthwiseFilterShape &  shape) const
pure virtual

Implemented in loco::PermutingDecoder< Domain::DepthwiseFilter >.

Referenced by RandomDataGenerator.RandomDataGenerator::_gen_float32(), RandomDataGenerator.RandomDataGenerator::_gen_int16(), and RandomDataGenerator.RandomDataGenerator::_gen_uint8().

◆ value()

virtual DepthwiseFilterIndex loco::DepthwiseFilterDecoder::value ( const TensorIndex &  index) const
pure virtual

Implemented in loco::PermutingDecoder< Domain::DepthwiseFilter >.

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