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//
// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "CastTestHelper.hpp"
#include <armnn_delegate.hpp>
#include <flatbuffers/flatbuffers.h>
#include <tensorflow/lite/schema/schema_generated.h>
#include <doctest/doctest.h>
namespace armnnDelegate
{
void CastUint8ToFp32Test(std::vector<armnn::BackendId>& backends)
{
std::vector<int32_t> inputShape {1, 3, 2, 3};
std::vector<uint8_t> inputValues { 1, 3, 1, 3, 1, 3, 1, 3, 1,
3, 1, 3, 1, 2, 1, 3, 1, 3 };
std::vector<float> expectedOutputValues { 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f,
3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f };
CastTest<uint8_t, float>(::tflite::TensorType_UINT8,
::tflite::TensorType_FLOAT32,
backends,
inputShape,
inputValues,
expectedOutputValues);
}
void CastInt32ToFp32Test(std::vector<armnn::BackendId>& backends)
{
std::vector<int32_t> inputShape {1, 3, 2, 3};
std::vector<int32_t> inputValues { -1, -3, -1, -3, -1, -3, -1, -3, 1,
3, 1, 3, 1, 2, 1, 3, 1, 3 };
std::vector<float> expectedOutputValues { -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, 1.0f,
3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f };
CastTest<int32_t, float>(::tflite::TensorType_INT32,
::tflite::TensorType_FLOAT32,
backends,
inputShape,
inputValues,
expectedOutputValues);
}
// CAST Test Suite
TEST_SUITE("CAST_CpuRefTests")
{
TEST_CASE ("CAST_UINT8_TO_FP32_CpuRef_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef};
CastUint8ToFp32Test(backends);
}
TEST_CASE ("CAST_INT32_TO_FP32_CpuRef_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef};
CastInt32ToFp32Test(backends);
}
}
TEST_SUITE("CAST_CpuAccTests")
{
TEST_CASE ("CAST_UINT8_TO_FP32_CpuAcc_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc};
CastUint8ToFp32Test(backends);
}
TEST_CASE ("CAST_INT32_TO_FP32_CpuAcc_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc};
CastInt32ToFp32Test(backends);
}
}
TEST_SUITE("CAST_GpuAccTests")
{
TEST_CASE ("CAST_UINT8_TO_FP32_GpuAcc_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc};
CastUint8ToFp32Test(backends);
}
TEST_CASE ("CAST_INT32_TO_FP32_GpuAcc_Test")
{
std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc};
CastInt32ToFp32Test(backends);
}
}
// End of CAST Test Suite
} // namespace armnnDelegate
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