RefLayerSupportTests.cpp File Reference

#include <layers/ConvertFp16ToFp32Layer.hpp>
#include <layers/ConvertFp32ToFp16Layer.hpp>
#include <test/TensorHelpers.hpp>
#include <backendsCommon/CpuTensorHandle.hpp>
#include <reference/RefWorkloadFactory.hpp>
#include <reference/RefLayerSupport.hpp>
#include <backendsCommon/test/LayerTests.hpp>
#include <backendsCommon/test/IsLayerSupportedTestImpl.hpp>
#include <boost/test/unit_test.hpp>
#include <boost/algorithm/string/trim.hpp>
#include <string>

Go to the source code of this file.

Functions
	BOOST_AUTO_TEST_CASE (IsLayerSupportedLayerTypeMatches)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedReferenceAddition)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedBFloat16Reference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedFloat16Reference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedFloat32Reference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedUint8Reference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedInt8Reference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedInt16Reference)
	BOOST_AUTO_TEST_CASE (IsConvertFp16ToFp32SupportedReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp16ToFp32SupportedFp32InputReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp16ToFp32SupportedFp16OutputReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToFp16SupportedReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToFp16SupportedFp16InputReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToFp16SupportedFp32OutputReference)
	BOOST_AUTO_TEST_CASE (IsLayerSupportedMeanDimensionsReference)
	BOOST_AUTO_TEST_CASE (IsLayerNotSupportedMeanDimensionsReference)

Function Documentation

BOOST_AUTO_TEST_CASE() [1/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedLayerTypeMatches

)

Definition at line 33 of file RefLayerSupportTests.cpp.

{
    LayerTypeMatchesTest();
}

BOOST_AUTO_TEST_CASE() [2/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedReferenceAddition

)

Definition at line 37 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), armnn::Float32, and RefLayerSupport::IsAdditionSupported().

{
    armnn::TensorShape shape0 = {1,1,3,4};
    armnn::TensorShape shape1 = {4};
    armnn::TensorShape outShape = {1,1,3,4};
    armnn::TensorInfo in0(shape0, armnn::DataType::Float32);
    armnn::TensorInfo in1(shape1, armnn::DataType::Float32);
    armnn::TensorInfo out(outShape, armnn::DataType::Float32);

    armnn::RefLayerSupport supportChecker;
    std::string reasonNotSupported;
    BOOST_CHECK(supportChecker.IsAdditionSupported(in0, in1, out, reasonNotSupported));
}

BOOST_AUTO_TEST_CASE() [3/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedBFloat16Reference

)

Definition at line 51 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::BFloat16>(&factory);
}

BOOST_AUTO_TEST_CASE() [4/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedFloat16Reference

)

Definition at line 57 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float16>(&factory);
}

BOOST_AUTO_TEST_CASE() [5/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedFloat32Reference

)

Definition at line 63 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float32>(&factory);
}

BOOST_AUTO_TEST_CASE() [6/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedUint8Reference

)

Definition at line 69 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QAsymmU8>(&factory);
}

BOOST_AUTO_TEST_CASE() [7/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedInt8Reference

)

Definition at line 75 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QSymmS8>(&factory);
}

BOOST_AUTO_TEST_CASE() [8/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedInt16Reference

)

Definition at line 81 of file RefLayerSupportTests.cpp.

{
    armnn::RefWorkloadFactory factory;
    IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QSymmS16>(&factory);
}

BOOST_AUTO_TEST_CASE() [9/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedReference

)

Definition at line 87 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), armnn::Float16, and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer,
      armnn::DataType::Float16, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [10/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedFp32InputReference

)

Definition at line 97 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer,
      armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float32 data type input");
}

BOOST_AUTO_TEST_CASE() [11/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedFp16OutputReference

)

Definition at line 108 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), and armnn::Float16.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer,
      armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float16 data type output");
}

BOOST_AUTO_TEST_CASE() [12/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedReference

)

Definition at line 119 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), armnn::Float16, and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer,
      armnn::DataType::Float32, armnn::DataType::Float16>(reasonIfUnsupported);

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [13/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedFp16InputReference

)

Definition at line 129 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), and armnn::Float16.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer,
      armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float16 data type input");
}

BOOST_AUTO_TEST_CASE() [14/16]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedFp32OutputReference

)

Definition at line 140 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer,
      armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float32 data type output");
}

BOOST_AUTO_TEST_CASE() [15/16]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedMeanDimensionsReference

)

Definition at line 151 of file RefLayerSupportTests.cpp.

References BOOST_CHECK(), and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsMeanLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [16/16]

BOOST_AUTO_TEST_CASE

(

IsLayerNotSupportedMeanDimensionsReference

)

Definition at line 161 of file RefLayerSupportTests.cpp.

References BOOST_AUTO_TEST_SUITE_END(), BOOST_CHECK(), and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsMeanLayerNotSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(!result);

    boost::algorithm::trim(reasonIfUnsupported);
    BOOST_CHECK_EQUAL(reasonIfUnsupported,
                      "Reference Mean: Expected 4 dimensions but got 2 dimensions instead, for the 'output' tensor.");
}