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//
// Copyright © 2022-2024 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "backendsCommon/test/EndToEndTestImpl.hpp"
#include "backendsCommon/test/Convolution2dEndToEndTestImpl.hpp"
#include "backendsCommon/test/DepthwiseConvolution2dEndToEndTests.hpp"
#include "backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp"
#include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp"
#include <doctest/doctest.h>
TEST_SUITE("GpuFsaEndToEnd")
{
std::vector<BackendId> gpuFsaDefaultBackends = {"GpuFsa"};
// Conv2d
TEST_CASE("GpuFsaConv2dEndtoEndTestFloat32")
{
Convolution2dEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, armnn::DataLayout::NHWC);
}
TEST_CASE("GpuFsaConv2dWithoutBiasEndtoEndTestFloat32")
{
Convolution2dEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, armnn::DataLayout::NHWC, false);
}
TEST_CASE("GpuFsaDepthwiseConvolution2dEndtoEndTestFloat32")
{
DepthwiseConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(gpuFsaDefaultBackends,
armnn::DataLayout::NHWC);
}
// ElementwiseBinary Add
TEST_CASE("GpuFsaElementwiseBinaryAddTestFloat32")
{
ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, BinaryOperation::Add);
}
TEST_CASE("GpuFsaElementwiseBinaryAddTestFloat16")
{
ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(gpuFsaDefaultBackends, BinaryOperation::Add);
}
// ElementwiseBinary Sub
TEST_CASE("GpuFsaElementwiseBinarySubTestFloat32")
{
ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, BinaryOperation::Sub);
}
TEST_CASE("GpuFsaElementwiseBinarySubTestFloat16")
{
ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(gpuFsaDefaultBackends, BinaryOperation::Sub);
}
// Pooling 2D
// Average Pool 2D
TEST_CASE("GpuFsaAvgPool2DEndtoEndTestFloat32")
{
AvgPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends);
}
TEST_CASE("GpuFsaAvgPool2DEndtoEndTestFloat16")
{
AvgPool2dEndToEndFloat16<DataType::Float16>(gpuFsaDefaultBackends);
}
TEST_CASE("UNSUPPORTED_GpuFsaAvgPool2DIgnoreValueEndtoEndTestFloat32")
{
// Exclude padding must be set to true in Attributes! to be supported by GPU
try
{
AvgPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends, PaddingMethod::IgnoreValue);
FAIL("An exception should have been thrown");
}
catch (const armnn::InvalidArgumentException& e)
{
CHECK(strcmp(e.what(), "Failed to assign a backend to each layer") == 0);
}
}
// Max Pool 2D
TEST_CASE("GpuFsaMaxPool2DEndtoEndTestFloat32")
{
MaxPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends);
}
TEST_CASE("GpuFsaMaxPool2DEndtoEndTestFloat16")
{
MaxPool2dEndToEndFloat16<DataType::Float16>(gpuFsaDefaultBackends);
}
TEST_CASE("UNSUPPORTED_GpuFsaMaxPool2DIgnoreValueEndtoEndTestFloat32")
{
// Exclude padding must be set to true in Attributes! to be supported by GPU
try
{
MaxPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends, PaddingMethod::IgnoreValue);
FAIL("An exception should have been thrown");
}
catch (const armnn::InvalidArgumentException& e)
{
CHECK(strcmp(e.what(), "Failed to assign a backend to each layer") == 0);
}
}
}
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