mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float Class Reference

Test Fixture - layer of input size 7x7x3 and with filter bank of 2 filters of 3x3 with stride 2 (floats). Math example taken from: http://cs231n.github.io/convolutional-networks/. More...

#include <Convolution_tests.hpp>

Inheritance diagram for mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float:

Collaboration diagram for mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float:

Public Member Functions
	Conv7x7x3Filter3x3x3s2Float ()

Protected Member Functions
virtual void	SetUp ()

Private Attributes
mic::mlnn::convolution::Convolution < float >	layer
	Object to be tested. More...
mic::types::MatrixPtr< float >	x
	Test x - used in forward pass. More...
mic::types::MatrixPtr< float >	desired_y
	Desired output for a given x. More...

Detailed Description

Test Fixture - layer of input size 7x7x3 and with filter bank of 2 filters of 3x3 with stride 2 (floats). Math example taken from: http://cs231n.github.io/convolutional-networks/.

Author

tkornuta

Definition at line 425 of file Convolution_tests.hpp.

Constructor & Destructor Documentation

mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float::Conv7x7x3Filter3x3x3s2Float ( )

inline

Definition at line 428 of file Convolution_tests.hpp.

References desired_y, and x.

Member Function Documentation

virtual void mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float::SetUp ( )

inlineprotectedvirtual

Definition at line 438 of file Convolution_tests.hpp.

References layer, and mic::mlnn::Layer< eT >::p.

Member Data Documentation

mic::types::MatrixPtr<float> mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float::desired_y

private

Desired output for a given x.

Definition at line 494 of file Convolution_tests.hpp.

Referenced by Conv7x7x3Filter3x3x3s2Float().

mic::mlnn::convolution::Convolution<float> mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float::layer

private

Object to be tested.

Definition at line 488 of file Convolution_tests.hpp.

Referenced by SetUp().

mic::types::MatrixPtr<float> mic::neural_nets::unit_tests::Conv7x7x3Filter3x3x3s2Float::x

private

Test x - used in forward pass.

Definition at line 491 of file Convolution_tests.hpp.

Referenced by Conv7x7x3Filter3x3x3s2Float().

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

• src/mlnn/convolution/Convolution_tests.hpp