GraphValidateExample< LayerT, OptionsT, VerifyAccessorT > Class Template Reference

#include <graph_validate_utils.h>

Collaboration diagram for GraphValidateExample< LayerT, OptionsT, VerifyAccessorT >:

Public Member Functions
	GraphValidateExample (std::string name)
virtual LayerT	GraphFunctionLayer (ExampleParams &params)=0
bool	do_setup (int argc, char **argv) override
	Setup the example. More...
void	do_run () override
	Run the example. More...
void	do_teardown () override
	Teardown the example. More...
Public Member Functions inherited from ValidateExample
virtual void	do_validate ()
	Run reference implementation and validate against the target output. More...
virtual void	print_parameters (test::framework::Printer &printer)
	Print the example parameters. More...
virtual	~ValidateExample ()=default
	Default destructor. More...

Data Fields
arm_compute::graph::frontend::Stream	graph

Detailed Description

template<typename LayerT, typename OptionsT, template< typename D > class VerifyAccessorT>
class arm_compute::utils::GraphValidateExample< LayerT, OptionsT, VerifyAccessorT >

Definition at line 614 of file graph_validate_utils.h.

Constructor & Destructor Documentation

GraphValidateExample()

GraphValidateExample ( std::string  name )

inline

Definition at line 617 of file graph_validate_utils.h.

        : graph(0, name)
    {
    }

Member Function Documentation

do_run()

void do_run ( )

inlineoverridevirtual

Run the example.

Reimplemented from ValidateExample.

Definition at line 667 of file graph_validate_utils.h.

    {
        graph.run();
    }

do_setup()

bool do_setup ( int  argc, char **  argv  )

inlineoverridevirtual

Setup the example.

Parameters

[in]	argc	Argument count.
[in]	argv	Argument values.

Reimplemented from ValidateExample.

Definition at line 624 of file graph_validate_utils.h.

    {
        CommandLineParser parser;
 
        OptionsT Options(parser);
 
        parser.parse(argc, argv);
 
        ExampleParams params;
 
        Options.consume_common_parameters(params);
        Options.consume_parameters(params);
 
        if(params.common_params.help)
        {
            parser.print_help(argv[0]);
            return false;
        }
 
        Options.print_parameters(std::cout, params);
        // Create input descriptor
        const TensorShape input_shape = arm_compute::graph_utils::permute_shape(TensorShape(params.input.width, params.input.height, params.input.fm, params.input.batch),
                                                                                DataLayout::NCHW, params.data_layout);
        arm_compute::graph::TensorDescriptor input_descriptor = arm_compute::graph::TensorDescriptor(input_shape, params.data_type, params.input.quant_info, params.data_layout);
 
        const PixelValue lower = PixelValue(params.input.range_low, params.data_type, params.input.quant_info);
        const PixelValue upper = PixelValue(params.input.range_high, params.data_type, params.input.quant_info);
 
        graph << params.common_params.target
              << params.convolution_method
              << params.depth_convolution_method
              << arm_compute::graph::frontend::InputLayer(input_descriptor, get_accessor(params.input, lower, upper, 0))
              << GraphFunctionLayer(params)
              << arm_compute::graph::frontend::OutputLayer(get_verify_accessor<VerifyAccessorT>(params));
 
        arm_compute::graph::GraphConfig config;
        config.num_threads = params.common_params.threads;
 
        graph.finalize(params.common_params.target, config);
 
        return true;
    }

do_teardown()

void do_teardown ( )

inlineoverridevirtual

Teardown the example.

Reimplemented from ValidateExample.

Definition at line 672 of file graph_validate_utils.h.

    {
    }

GraphFunctionLayer()

virtual LayerT GraphFunctionLayer ( ExampleParams &  params )

pure virtual

Referenced by GraphValidateExample< DepthwiseConvolutionLayer, DepthConvolutionOptions, DepthConvolutionVerifyAccessor >::do_setup().

Field Documentation

graph

arm_compute::graph::frontend::Stream graph

Definition at line 676 of file graph_validate_utils.h.

Referenced by GraphValidateExample< DepthwiseConvolutionLayer, DepthConvolutionOptions, DepthConvolutionVerifyAccessor >::do_run(), and GraphValidateExample< DepthwiseConvolutionLayer, DepthConvolutionOptions, DepthConvolutionVerifyAccessor >::do_setup().

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

• tests/validate_examples/graph_validate_utils.h