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Aurora/test/Function2D_Cuda_Test.cpp
kradchen 09d9e52eb0 Add max and min to function2D
2023-12-04 14:54:51 +08:00

461 lines
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#include <gtest/gtest.h>
#include <chrono>
#include "CudaMatrix.h"
#include "Function.h"
#include "Matrix.h"
#include "TestUtility.h"
#include "Function2D.h"
#include "Function2D.cuh"
class Function2D_Cuda_Test:public ::testing::Test
{
protected:
static void SetUpFunction2DCudaTester(){
}
static void TearDownTestCase(){
}
public:
Aurora::Matrix B;
Aurora::CudaMatrix dB;
void SetUp(){
}
void TearDown(){
}
};
TEST_F(Function2D_Cuda_Test, min)
{
{
float *dataB = Aurora::random(4096*41472);
B = Aurora::Matrix::fromRawData(dataB, 4096, 41472);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, Aurora::FunctionDirection::Column,r,c);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
start_time_ = std::chrono::high_resolution_clock::now();
ret1 = Aurora::min(B, Aurora::FunctionDirection::Row,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::min(dB, Aurora::FunctionDirection::Row,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, Aurora::FunctionDirection::Column,r,c);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
B.forceReshape( 111,3157, 1);
dB = B.toDeviceMatrix();
start_time_ = std::chrono::high_resolution_clock::now();
ret1 = Aurora::min(B, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::min(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, 500.5f);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, 500.5f);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(3157*111);
auto A = Aurora::Matrix::fromRawData(dataA, 3157, 111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(3157);
auto A = Aurora::Matrix::fromRawData(dataA, 3157, 1);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::min(dA, dB);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(111);
auto A = Aurora::Matrix::fromRawData(dataA, 1, 111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::min(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::min(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
}
TEST_F(Function2D_Cuda_Test, max)
{
{
float *dataB = Aurora::random(4096*41472);
B = Aurora::Matrix::fromRawData(dataB, 4096, 41472);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, Aurora::FunctionDirection::Column,r,c);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
start_time_ = std::chrono::high_resolution_clock::now();
ret1 = Aurora::max(B, Aurora::FunctionDirection::Row,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::max(dB, Aurora::FunctionDirection::Row,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, Aurora::FunctionDirection::Column,r,c);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
B.forceReshape( 111,3157, 1);
dB = B.toDeviceMatrix();
start_time_ = std::chrono::high_resolution_clock::now();
ret1 = Aurora::max(B, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::max(dB, Aurora::FunctionDirection::Column,r,c);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, 500.5f);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, 500.5f);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(3157*111);
auto A = Aurora::Matrix::fromRawData(dataA, 3157, 111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(3157);
auto A = Aurora::Matrix::fromRawData(dataA, 3157, 1);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
start_time_ = std::chrono::high_resolution_clock::now();
ret2 = Aurora::max(dA, dB);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
{
float *dataB = Aurora::random(3157*111);
float *dataA = Aurora::random(111);
auto A = Aurora::Matrix::fromRawData(dataA, 1, 111);
B = Aurora::Matrix::fromRawData(dataB, 3157, 111);
auto dA = A.toDeviceMatrix();
dB = B.toDeviceMatrix();
long r,c;
auto start_time_ = std::chrono::high_resolution_clock::now();
auto ret1 = Aurora::max(B, A);
auto end_time = std::chrono::high_resolution_clock::now();
auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test1 duration: " << duration.count() << " ms" << std::endl;
start_time_ = std::chrono::high_resolution_clock::now();
auto ret2 = Aurora::max(dB, dA);
end_time = std::chrono::high_resolution_clock::now();
duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time_);
std::cout << "Test2 duration: " << duration.count() << " ms" << std::endl;
ASSERT_EQ(ret1.getDimSize(0),ret2.getDimSize(0));
ASSERT_EQ(ret1.getDimSize(1),ret2.getDimSize(1));
ASSERT_EQ(ret1.getDimSize(2),ret2.getDimSize(2));
for (size_t i = 0; i < ret1.getDataSize(); i++)
{
ASSERT_FLOAT_EQ(ret1[i], ret2.getValue(i))<<", index at :"<<i;
}
}
}
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