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 <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 (IsConvertBf16ToFp32SupportedReference)
	BOOST_AUTO_TEST_CASE (IsConvertBf16ToFp32SupportedFp32InputReference)
	BOOST_AUTO_TEST_CASE (IsConvertBf16ToFp32SupportedBf16OutputReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToBf16SupportedReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToBf16SupportedBf16InputReference)
	BOOST_AUTO_TEST_CASE (IsConvertFp32ToBf16SupportedFp32OutputReference)
	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)
	BOOST_AUTO_TEST_CASE (IsConstantSupportedRef)

Function Documentation

BOOST_AUTO_TEST_CASE() [1/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedLayerTypeMatches

)

Definition at line 32 of file RefLayerSupportTests.cpp.

{
    LayerTypeMatchesTest();
}

BOOST_AUTO_TEST_CASE() [2/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedReferenceAddition

)

Definition at line 36 of file RefLayerSupportTests.cpp.

References 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() [3/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedBFloat16Reference

)

Definition at line 50 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [4/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedFloat16Reference

)

Definition at line 56 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [5/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedFloat32Reference

)

Definition at line 62 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [6/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedUint8Reference

)

Definition at line 68 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [7/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedInt8Reference

)

Definition at line 74 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [8/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedInt16Reference

)

Definition at line 80 of file RefLayerSupportTests.cpp.

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

BOOST_AUTO_TEST_CASE() [9/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedReference

)

Definition at line 86 of file RefLayerSupportTests.cpp.

References 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() [10/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedFp32InputReference

)

Definition at line 96 of file RefLayerSupportTests.cpp.

References 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() [11/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp16ToFp32SupportedFp16OutputReference

)

Definition at line 107 of file RefLayerSupportTests.cpp.

References 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() [12/23]

BOOST_AUTO_TEST_CASE

(

IsConvertBf16ToFp32SupportedReference

)

Definition at line 118 of file RefLayerSupportTests.cpp.

References armnn::BFloat16, and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertBf16ToFp32Layer,
      armnn::DataType::BFloat16, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [13/23]

BOOST_AUTO_TEST_CASE

(

IsConvertBf16ToFp32SupportedFp32InputReference

)

Definition at line 128 of file RefLayerSupportTests.cpp.

References armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertBf16ToFp32Layer,
      armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Reference for ConvertBf16ToFp32 layer: input type not supported\n");
}

BOOST_AUTO_TEST_CASE() [14/23]

BOOST_AUTO_TEST_CASE

(

IsConvertBf16ToFp32SupportedBf16OutputReference

)

Definition at line 139 of file RefLayerSupportTests.cpp.

References armnn::BFloat16.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertBf16ToFp32Layer,
      armnn::DataType::BFloat16, armnn::DataType::BFloat16>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Reference for ConvertBf16ToFp32 layer: output type not supported\n");
}

BOOST_AUTO_TEST_CASE() [15/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToBf16SupportedReference

)

Definition at line 150 of file RefLayerSupportTests.cpp.

References armnn::BFloat16, and armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToBf16Layer,
      armnn::DataType::Float32, armnn::DataType::BFloat16>(reasonIfUnsupported);

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [16/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToBf16SupportedBf16InputReference

)

Definition at line 160 of file RefLayerSupportTests.cpp.

References armnn::BFloat16.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToBf16Layer,
      armnn::DataType::BFloat16, armnn::DataType::BFloat16>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Reference for ConvertFp32ToBf16 layer: input type not supported\n");
}

BOOST_AUTO_TEST_CASE() [17/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToBf16SupportedFp32OutputReference

)

Definition at line 171 of file RefLayerSupportTests.cpp.

References armnn::Float32.

{
    std::string reasonIfUnsupported;

    bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToBf16Layer,
      armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);

    BOOST_CHECK(!result);
    BOOST_CHECK_EQUAL(reasonIfUnsupported, "Reference for ConvertFp32ToBf16 layer: output type not supported\n");
}

BOOST_AUTO_TEST_CASE() [18/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedReference

)

Definition at line 182 of file RefLayerSupportTests.cpp.

References 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() [19/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedFp16InputReference

)

Definition at line 192 of file RefLayerSupportTests.cpp.

References 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() [20/23]

BOOST_AUTO_TEST_CASE

(

IsConvertFp32ToFp16SupportedFp32OutputReference

)

Definition at line 203 of file RefLayerSupportTests.cpp.

References 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() [21/23]

BOOST_AUTO_TEST_CASE

(

IsLayerSupportedMeanDimensionsReference

)

Definition at line 214 of file RefLayerSupportTests.cpp.

References armnn::Float32.

{
    std::string reasonIfUnsupported;

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

    BOOST_CHECK(result);
}

BOOST_AUTO_TEST_CASE() [22/23]

BOOST_AUTO_TEST_CASE

(

IsLayerNotSupportedMeanDimensionsReference

)

Definition at line 224 of file RefLayerSupportTests.cpp.

References armnn::Float32.

{
    std::string reasonIfUnsupported;

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

    BOOST_CHECK(!result);

    BOOST_CHECK(reasonIfUnsupported.find(
        "Reference Mean: Expected 4 dimensions but got 2 dimensions instead, for the 'output' tensor.")
        != std::string::npos);
}

BOOST_AUTO_TEST_CASE() [23/23]

BOOST_AUTO_TEST_CASE

(

IsConstantSupportedRef

)

Definition at line 238 of file RefLayerSupportTests.cpp.

References armnn::BFloat16, armnn::Boolean, BOOST_AUTO_TEST_SUITE_END(), armnn::Float16, armnn::Float32, armnn::QAsymmS8, armnn::QAsymmU8, armnn::QSymmS16, and armnn::QSymmS8.

{
    std::string reasonIfUnsupported;

    bool result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::Float16>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::Float32>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::QAsymmU8>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::Boolean>(reasonIfUnsupported);
    BOOST_CHECK(!result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::QSymmS16>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::QSymmS8>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::QAsymmS8>(reasonIfUnsupported);
    BOOST_CHECK(result);

    result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory,
            armnn::DataType::BFloat16>(reasonIfUnsupported);
    BOOST_CHECK(result);
}