mirror of https://github.com/alibaba/MNN.git
78 lines
2.1 KiB
C++
78 lines
2.1 KiB
C++
//
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// ConvertSpeed.cpp
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// MNNTests
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//
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// Created by MNN on 2019/09/17.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#include <math.h>
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#include <MNN/expr/Expr.hpp>
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#include <MNN/expr/ExprCreator.hpp>
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#include <random>
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#define MNN_OPEN_TIME_TRACE
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#include <MNN/AutoTime.hpp>
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#include "MNNTestSuite.h"
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using namespace MNN::Express;
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#define WIDTH 500
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#define HEIGHT 200
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#define CHANNEL 161
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#define TIME 100
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class ConvertSpeed : public MNNTestCase {
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public:
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void PackTest() {
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auto x = _Input({1, CHANNEL, WIDTH, HEIGHT}, NCHW, halide_type_of<float>());
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auto output = _Convert(x, NC4HW4);
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{
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AUTOTIME;
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for (int i = 0; i < TIME; ++i) {
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x->writeMap<float>();
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output->readMap<float>();
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}
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}
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}
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void UnpackTest() {
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auto x = _Input({1, CHANNEL, WIDTH, HEIGHT}, NC4HW4, halide_type_of<float>());
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auto output = _Convert(x, NCHW);
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{
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AUTOTIME;
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for (int i = 0; i < TIME; ++i) {
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x->writeMap<float>();
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output->readMap<float>();
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}
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}
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}
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void TransposePackTest() {
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auto x = _Input({1, HEIGHT, WIDTH, CHANNEL}, NHWC, halide_type_of<float>());
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auto output = _Convert(x, NC4HW4);
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{
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AUTOTIME;
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for (int i = 0; i < TIME; ++i) {
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x->writeMap<float>();
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output->readMap<float>();
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}
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}
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}
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void TransposeUnPackTest() {
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auto x = _Input({1, CHANNEL, WIDTH, HEIGHT}, NC4HW4, halide_type_of<float>());
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auto output = _Convert(x, NHWC);
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{
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AUTOTIME;
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for (int i = 0; i < TIME; ++i) {
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x->writeMap<float>();
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output->readMap<float>();
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}
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}
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}
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virtual bool run(int precision) {
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MNN_PRINT("Test Convert for %d, %d, %d x %d\n", WIDTH, HEIGHT, CHANNEL, TIME);
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PackTest();
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UnpackTest();
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TransposePackTest();
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TransposeUnPackTest();
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return true;
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}
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};
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MNNTestSuiteRegister(ConvertSpeed, "speed/Convert");
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