MNN/test/op/ConcatTest.cpp

112 lines
3.7 KiB
C++

//
// ConcatTest.cpp
// MNNTests
//
// Created by MNN on 2019/01/15.
// Copyright © 2018, Alibaba Group Holding Limited
//
#include <MNN/expr/Expr.hpp>
#include <MNN/expr/ExprCreator.hpp>
#include "MNNTestSuite.h"
#include "TestUtils.h"
using namespace MNN::Express;
class ConcatTest : public MNNTestCase {
public:
virtual ~ConcatTest() = default;
virtual bool run(int precision) {
return commonCase() &&
zeroCase() &&
allZeroCase();
}
bool commonCase() {
auto input1 = _Input({2, 2}, NCHW);
input1->setName("input1");
// set input data
const float input1_data[] = {1.0, 2.0, 3.0, 4.0};
auto input1Ptr = input1->writeMap<float>();
memcpy(input1Ptr, input1_data, 4 * sizeof(float));
input1->unMap();
auto input2 = _Input({2, 2}, NCHW);
input2->setName("input2");
// set input data
const float input2_data[] = {5.0, 6.0, 7.0, 8.0};
auto input2Ptr = input2->writeMap<float>();
memcpy(input2Ptr, input2_data, 4 * sizeof(float));
input2->unMap();
auto output = _Concat({input1, input2}, 1);
const std::vector<float> expectedOutput = {1.0, 2.0, 5.0, 6.0, 3.0, 4.0, 7.0, 8.0};
auto gotOutput = output->readMap<float>();
if (!checkVector<float>(gotOutput, expectedOutput.data(), 8, 0.0001)) {
MNN_ERROR("ConcatTest test failed!\n");
return false;
}
const std::vector<int> expectedDim = {2, 4};
auto gotDim = output->getInfo()->dim;
if (!checkVector<int>(gotDim.data(), expectedDim.data(), 2, 0)) {
MNN_ERROR("ConcatTest test failed!\n");
return false;
}
return true;
}
bool zeroCase() {
auto input1 = _Input({2, 2}, NCHW);
input1->setName("input1");
// set input data
const float input1_data[] = {1.0, 2.0, 3.0, 4.0};
auto input1Ptr = input1->writeMap<float>();
memcpy(input1Ptr, input1_data, 4 * sizeof(float));
input1->unMap();
auto input2 = _Input({2, 0}, NCHW);
input2->setName("input2");
// set input data
auto input2Ptr = input2->writeMap<float>();
input2->unMap();
auto output = _Concat({input1, input2}, 1);
const std::vector<float> expectedOutput = {1.0, 2.0, 3.0, 4.0,};
auto gotOutput = output->readMap<float>();
if (!checkVector<float>(gotOutput, expectedOutput.data(), 4, 0.0001)) {
MNN_ERROR("ConcatTest zero case failed!\n");
return false;
}
const std::vector<int> expectedDim = {2, 2};
auto gotDim = output->getInfo()->dim;
if (!checkVector<int>(gotDim.data(), expectedDim.data(), 2, 0)) {
MNN_ERROR("ConcatTest zero case failed!\n");
return false;
}
return true;
}
bool allZeroCase() {
auto input1 = _Input({2, 0}, NCHW);
input1->setName("input1");
input1->unMap();
auto input2 = _Input({2, 0}, NCHW);
input2->setName("input2");
input2->unMap();
auto output = _Concat({input1, input2}, 1);
auto gotOutput = output->readMap<float>();
const std::vector<int> expectedDim = {2, 0};
auto gotDim = output->getInfo()->dim;
if (!checkVector<int>(gotDim.data(), expectedDim.data(), 2, 0)) {
MNN_ERROR("ConcatTest all zero case failed!\n");
return false;
}
return true;
}
};
MNNTestSuiteRegister(ConcatTest, "op/concat");