mirror of https://github.com/alibaba/MNN.git
119 lines
3.8 KiB
C++
119 lines
3.8 KiB
C++
//
|
|
// BinarySpeedTest.cpp
|
|
// MNNTests
|
|
//
|
|
// Created by MNN on 2019/09/17.
|
|
// Copyright © 2018, Alibaba Group Holding Limited
|
|
//
|
|
|
|
#include <math.h>
|
|
#include <MNN/expr/Expr.hpp>
|
|
#include <MNN/expr/ExprCreator.hpp>
|
|
#include <MNN/expr/Optimizer.hpp>
|
|
#include <random>
|
|
#define MNN_OPEN_TIME_TRACE
|
|
#include <MNN/AutoTime.hpp>
|
|
#include "MNNTestSuite.h"
|
|
using namespace MNN::Express;
|
|
#define WIDTH 5001
|
|
#define HEIGHT 1001
|
|
#define TIME 100
|
|
class BinarySpeedTest : public MNNTestCase {
|
|
public:
|
|
void SubScalarTest() {
|
|
auto input0 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto input1 = _Input({}, NCHW);
|
|
auto output = input0 - input1;
|
|
{
|
|
AUTOTIME;
|
|
for (int i = 0; i < TIME; ++i) {
|
|
input0->writeMap<float>();
|
|
input1->writeMap<float>();
|
|
output->readMap<float>();
|
|
}
|
|
}
|
|
}
|
|
void AddScalarTest() {
|
|
auto input0 = _Input({}, NCHW);
|
|
auto input1 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto output = input0 + input1;
|
|
{
|
|
AUTOTIME;
|
|
for (int i = 0; i < TIME; ++i) {
|
|
input0->writeMap<float>();
|
|
input1->writeMap<float>();
|
|
output->readMap<float>();
|
|
}
|
|
}
|
|
}
|
|
void SubTest() {
|
|
auto input0 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto input1 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto output = input0 - input1;
|
|
{
|
|
AUTOTIME;
|
|
for (int i = 0; i < TIME; ++i) {
|
|
input0->writeMap<float>();
|
|
input1->writeMap<float>();
|
|
output->readMap<float>();
|
|
}
|
|
}
|
|
}
|
|
void AddTest() {
|
|
auto input0 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto input1 = _Input({WIDTH, HEIGHT}, NCHW);
|
|
auto output = input0 + input1;
|
|
{
|
|
AUTOTIME;
|
|
for (int i = 0; i < TIME; ++i) {
|
|
input0->writeMap<float>();
|
|
input1->writeMap<float>();
|
|
output->readMap<float>();
|
|
}
|
|
}
|
|
}
|
|
|
|
virtual bool run(int precision) {
|
|
printf("Test Binary for %d, %d x %d\n", WIDTH, HEIGHT, TIME);
|
|
auto input0 = _Input({WIDTH, HEIGHT}, NHWC);
|
|
auto input1 = _Input({WIDTH, HEIGHT}, NHWC);
|
|
auto subOutput = input0 - input1;
|
|
auto addOutput = input0 + input1;
|
|
bool res = true;
|
|
// Check Result
|
|
{
|
|
for (int i = 0; i < 2; ++i) {
|
|
auto s0 = input0->writeMap<float>();
|
|
auto s1 = input1->writeMap<float>();
|
|
for (int y = 0; y < HEIGHT; ++y) {
|
|
for (int x = 0; x < WIDTH; ++x) {
|
|
float r0 = ((x * x + y * y * y) % 10000) / 10000.0f;
|
|
float r1 = ((x + y) % 10000) / 10000.0f;
|
|
s0[y * WIDTH + x] = r0;
|
|
s1[y * WIDTH + x] = r1;
|
|
}
|
|
}
|
|
auto subPtr = subOutput->readMap<float>();
|
|
auto addPtr = addOutput->readMap<float>();
|
|
for (int y = 0; y < HEIGHT; ++y) {
|
|
for (int x = 0; x < WIDTH; ++x) {
|
|
auto destSub = s0[y * WIDTH + x] - s1[y * WIDTH + x];
|
|
auto destAdd = s0[y * WIDTH + x] + s1[y * WIDTH + x];
|
|
auto absSub = fabsf(subPtr[y * WIDTH + x] - destSub);
|
|
auto absAdd = fabsf(addPtr[y * WIDTH + x] - destAdd);
|
|
if (absSub > 1e-6 || absAdd > 1e-6) {
|
|
res = false;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
SubTest();
|
|
AddTest();
|
|
SubScalarTest();
|
|
AddScalarTest();
|
|
return res;
|
|
}
|
|
};
|
|
MNNTestSuiteRegister(BinarySpeedTest, "speed/Binary");
|