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opencv-wasm/modules/js/perf/perf_imgproc/perf_resize.js
2022-05-06 01:58:53 +08:00

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const isNodeJs = (typeof window) === 'undefined'? true : false;
if (isNodeJs) {
var Benchmark = require('benchmark');
var cv = require('../../opencv');
var HelpFunc = require('../perf_helpfunc');
var Base = require('../base');
} else {
var paramsElement = document.getElementById('params');
var runButton = document.getElementById('runButton');
var logElement = document.getElementById('log');
}
function perf() {
console.log('opencv.js loaded');
if (isNodeJs) {
global.cv = cv;
global.combine = HelpFunc.combine;
global.fillGradient = HelpFunc.fillGradient;
global.log = HelpFunc.log;
global.decodeParams2Case = HelpFunc.decodeParams2Case;
global.setBenchmarkSuite = HelpFunc.setBenchmarkSuite;
global.addKernelCase = HelpFunc.addKernelCase;
global.cvSize = Base.getCvSize();
} else {
enableButton();
cvSize = getCvSize();
}
let totalCaseNum, currentCaseId;
const matTypesUpLinear = ['CV_8UC1', 'CV_8UC2', 'CV_8UC3', 'CV_8UC4'];
const size1UpLinear = [cvSize.szVGA];
const size2UpLinear = [cvSize.szqHD, cvSize.sz720p];
const combiUpLinear = combine(matTypesUpLinear, size1UpLinear, size2UpLinear);
const combiDownLinear = [
['CV_8UC1', cvSize.szVGA, cvSize.szQVGA],
['CV_8UC2', cvSize.szVGA, cvSize.szQVGA],
['CV_8UC3', cvSize.szVGA, cvSize.szQVGA],
['CV_8UC4', cvSize.szVGA, cvSize.szQVGA],
['CV_8UC1', cvSize.szqHD, cvSize.szVGA],
['CV_8UC2', cvSize.szqHD, cvSize.szVGA],
['CV_8UC3', cvSize.szqHD, cvSize.szVGA],
['CV_8UC4', cvSize.szqHD, cvSize.szVGA],
['CV_8UC1', cvSize.sz720p, cvSize.sz213x120],// face detection min_face_size = 20%
['CV_8UC2', cvSize.sz720p, cvSize.sz213x120],// face detection min_face_size = 20%
['CV_8UC3', cvSize.sz720p, cvSize.sz213x120],// face detection min_face_size = 20%
['CV_8UC4', cvSize.sz720p, cvSize.sz213x120],// face detection min_face_size = 20%
['CV_8UC1', cvSize.sz720p, cvSize.szVGA],
['CV_8UC2', cvSize.sz720p, cvSize.szVGA],
['CV_8UC3', cvSize.sz720p, cvSize.szVGA],
['CV_8UC4', cvSize.sz720p, cvSize.szVGA],
['CV_8UC1', cvSize.sz720p, cvSize.szQVGA],
['CV_8UC2', cvSize.sz720p, cvSize.szQVGA],
['CV_8UC3', cvSize.sz720p, cvSize.szQVGA],
['CV_8UC4', cvSize.sz720p, cvSize.szQVGA]
];
const matTypesAreaFast = ['CV_8UC1', 'CV_8UC3', 'CV_8UC4', 'CV_16UC1', 'CV_16UC3', 'CV_16UC4'];
const sizesAreaFast = [cvSize.szVGA, cvSize.szqHD, cvSize.sz720p, cvSize.sz1080p];
const scalesAreaFast = [2];
const combiAreaFast = combine(matTypesAreaFast, sizesAreaFast, scalesAreaFast);
function addResizeCase(suite, type) {
suite.add('resize', function() {
if (type == "area") {
cv.resize(src, dst, dst.size(), 0, 0, cv.INTER_AREA);
} else {
cv.resize(src, dst, to, 0, 0, cv.INTER_LINEAR_EXACT);
}
}, {
'setup': function() {
let from = this.params.from;
let to = this.params.to;
let matType = cv[this.params.matType];
let src = new cv.Mat(from, matType);
let type = this.params.modeType;
let dst;
if (type == "area") {
dst = new cv.Mat(from.height/scale, from.width/scale, matType);
} else {
dst = new cv.Mat(to, matType);
fillGradient(cv, src);
}
},
'teardown': function() {
src.delete();
dst.delete();
}
});
}
function addResizeModeCase(suite, combination, type) {
totalCaseNum += combination.length;
for (let i = 0; i < combination.length; ++i) {
let matType = combination[i][0];
let from = combination[i][1];
let params;
if (type == "area") {
let scale = combination[i][2];
params = { from: from, scale: scale, matType: matType, modeType: type };
} else {
let to = combination[i][2];
params = { from: from, to: to, matType: matType, modeType: type};
}
addKernelCase(suite, params, type, addResizeCase)
}
}
function genBenchmarkCase(paramsContent) {
let suite = new Benchmark.Suite;
totalCaseNum = 0;
currentCaseId = 0;
if (/\(\w+,[\ ]*[0-9]+x[0-9]+,[\ ]*[0-9]+x[0-9]+\)/g.test(paramsContent.toString())) {
let params = paramsContent.toString().match(/\(\w+,[\ ]*[0-9]+x[0-9]+,[\ ]*[0-9]+x[0-9]+\)/g)[0];
let paramObjs = [];
paramObjs.push({name:"matType", value:"", reg:["/CV\_[0-9]+[A-z][A-z][0-9]/"], index:0});
paramObjs.push({name:"size1", value:"", reg:[""], index:1});
paramObjs.push({name:"size2", value:"", reg:[""], index:2});
let locationList = decodeParams2Case(params, paramObjs,combinations);
for (let i = 0; i < locationList.length; i++){
let first = locationList[i][0];
let second = locationList[i][1];
addResizeModeCase(suite, [combinations[first][second]], "linear");
}
} else {
log("no filter or getting invalid params, run all the cases");
addResizeModeCase(suite, combiUpLinear, "linear");
addResizeModeCase(suite, combiDownLinear, "linear");
}
setBenchmarkSuite(suite, "resize", currentCaseId);
log(`Running ${totalCaseNum} tests from Resize`);
suite.run({ 'async': true }); // run the benchmark
}
// init
let combinations = [combiUpLinear, combiDownLinear];//, combiAreaFast];
// set test filter params
if (isNodeJs) {
const args = process.argv.slice(2);
let paramsContent = '';
if (/--test_param_filter=\(\w+,[\ ]*[0-9]+x[0-9]+,[\ ]*[0-9]+x[0-9]+\)/g.test(args.toString())) {
paramsContent = args.toString().match(/\(\w+,[\ ]*[0-9]+x[0-9]+,[\ ]*[0-9]+x[0-9]+\)/g)[0];
}
genBenchmarkCase(paramsContent);
} else {
runButton.onclick = function() {
let paramsContent = paramsElement.value;
genBenchmarkCase(paramsContent);
if (totalCaseNum !== 0) {
disableButton();
}
}
}
};
async function main() {
if (cv instanceof Promise) {
cv = await cv;
perf();
} else {
cv.onRuntimeInitialized = perf;
}
}
main();