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//
// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ConvolutionTestHelper.hpp"
#include <armnn_delegate.hpp>
#include <flatbuffers/flatbuffers.h>
#include <tensorflow/lite/interpreter.h>
#include <tensorflow/lite/kernels/register.h>
#include <tensorflow/lite/model.h>
#include <tensorflow/lite/version.h>
#include <doctest/doctest.h>
namespace armnnDelegate
{
void TransposeConvInt8Test()
{
// Set input data
std::vector<int32_t> transposeTensorShape { 4 };
std::vector<int32_t> filterShape { 1, 2, 2, 1 };
std::vector<int32_t> inputShape { 1, 2, 2, 1 };
std::vector<int32_t> outputShape { 1, 3, 3, 1 };
std::vector<int32_t> transposeData = { 1, 3, 3, 1 };
static std::vector<int8_t> inputValues = { 1, 2, 3, 4 };
std::vector<int8_t> filterValues = { 0, 1, 2, 4 };
std::vector<int8_t> expectedOutputValues =
{
0, 1, 2,
2, 11, 12,
6, 20, 16
};
tflite::Padding padding = tflite::Padding_VALID;
TransposeConvTest<int8_t>(::tflite::TensorType_INT8,
1, // strideX
1, // strideY
padding,
transposeTensorShape,
filterShape,
inputShape,
outputShape,
transposeData,
filterValues,
inputValues,
expectedOutputValues);
}
void TransposeConvFp32Test()
{
std::vector<int32_t> transposeTensorShape { 4 };
std::vector<int32_t> filterShape { 1, 2, 2, 1 };
std::vector<int32_t> inputShape { 1, 2, 2, 1 };
std::vector<int32_t> outputShape { 1, 3, 3, 1 };
std::vector<int32_t> transposeData = { 1, 3, 3, 1 };
static std::vector<float> inputValues = { 1, 2, 3, 4 };
std::vector<float> filterValues = { 0, 1, 2, 4 };
std::vector<float> expectedOutputValues =
{
0, 1, 2,
2, 11, 12,
6, 20, 16
};
tflite::Padding padding = tflite::Padding_VALID;
TransposeConvTest<float>(::tflite::TensorType_FLOAT32,
1, // strideX
1, // strideY
padding,
transposeTensorShape,
filterShape,
inputShape,
outputShape,
transposeData,
filterValues,
inputValues,
expectedOutputValues);
}
TEST_SUITE("TransposeConv_Test")
{
TEST_CASE ("TransposeConv_Fp32_Test")
{
TransposeConvFp32Test();
}
TEST_CASE ("TransposeConv_Int8_Test")
{
TransposeConvInt8Test();
}
} // End of TEST_SUITE(TransposeConv_Test)
} // namespace armnnDelegate
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