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Diffstat (limited to 'src/backends/gpuFsa/test/GpuFsaLayerSupportTests.cpp')
| -rw-r--r-- | src/backends/gpuFsa/test/GpuFsaLayerSupportTests.cpp | 64 |
1 files changed, 64 insertions, 0 deletions
diff --git a/src/backends/gpuFsa/test/GpuFsaLayerSupportTests.cpp b/src/backends/gpuFsa/test/GpuFsaLayerSupportTests.cpp new file mode 100644 index 0000000000..f162df0b55 --- /dev/null +++ b/src/backends/gpuFsa/test/GpuFsaLayerSupportTests.cpp @@ -0,0 +1,64 @@ +// +// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include <armnn/Optional.hpp> +#include <armnn/Types.hpp> + +#include <gpuFsa/GpuFsaLayerSupport.hpp> + +#include <doctest/doctest.h> + +#include <iostream> + +using namespace armnn; + +TEST_SUITE("GpuFsaLayerSupport") +{ + +TEST_CASE("IsLayerSupportedGpuFsaConv2d") +{ + TensorInfo inputInfo ({ 1, 5, 5, 1 }, DataType::Float32); + TensorInfo outputInfo({ 1, 3, 3, 1 }, DataType::Float32); + TensorInfo weightsInfo({ 1, 3, 3, 1 }, DataType::Float32, 0.0f, 0, true); + TensorInfo biasesInfo ({ 1 }, DataType::Float32, 0.0f, 0, true); + + Convolution2dDescriptor desc; + desc.m_BiasEnabled = true; + desc.m_DataLayout = DataLayout::NHWC; + + GpuFsaLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(LayerType::Convolution2d, + {inputInfo, outputInfo, weightsInfo, biasesInfo}, + desc, + EmptyOptional(), + EmptyOptional(), + reasonIfNotSupported); + CHECK(supported); +} + +TEST_CASE("IsLayerSupportedGpuFsaConv2dUnsupported") +{ + TensorInfo inputInfo ({ 1, 5, 5, 1 }, DataType::Float32); + TensorInfo outputInfo({ 1, 3, 3, 1 }, DataType::Float32); + TensorInfo weightsInfo({ 1, 3, 3, 1 }, DataType::Float32, 0.0f, 0, true); + + // NCHW is unsupported. + Convolution2dDescriptor desc; + desc.m_DataLayout = DataLayout::NCHW; + + GpuFsaLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(LayerType::Convolution2d, + {inputInfo, outputInfo, weightsInfo, TensorInfo()}, + desc, + EmptyOptional(), + EmptyOptional(), + reasonIfNotSupported); + CHECK(!supported); + REQUIRE(reasonIfNotSupported.find("NCHW not supported by this kernel") != std::string::npos); +} + +}
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