from this presentation it seems that the NPU supports pruning and is able to take advantage of sparsity. I was curious if the IMX 8M plus supports random sparsity. The ML guide and EIQ tools only mention quantization, they don't talk about pruning so I was curious if random sparsity is also supported in the board or not.
Sparsity is not be fully supported in MX8 since there is no software to do it, you can do pruning and you can see the performance between cpu and npu from the document.
Regards
0
项奖励
回复
'
var data = div.getElementsByClassName("video-js");
var script = document.createElement('script');
script.src = "https://players.brightcove.net/" + data_account + "/" + data_palyer + "_default/index.min.js";
for(var i=0;i< data.length;i++){
videodata.push(data[i]);
}
}
}
for(var i=0;i< videodata.length;i++){
document.getElementsByClassName('lia-vid-container')[i].innerHTML = videodata[i].outerHTML;
document.body.appendChild(script);
}
}
catch(e){
}
/* Re compile html */
$compile(rootElement.querySelectorAll('div.lia-message-body-content')[0])($scope);
}
if (code_l.toLowerCase() != newBody.getAttribute("slang").toLowerCase()) {
/* Adding Translation flag */
var tr_obj = $filter('filter')($scope.sourceLangList, function (obj_l) {
return obj_l.code.toLowerCase() === newBody.getAttribute("slang").toLowerCase()
});
if (tr_obj.length > 0) {
tr_text = "内容由 lilicon-trans-text 使用 AI 辅助工具翻译".replace(/lilicon-trans-text/g, tr_obj[0].title);
tr_text +='查看原文';
try {
if ($scope.wootMessages[$rootScope.profLang] != undefined) {
tr_text = $scope.wootMessages[$rootScope.profLang].replace(/lilicon-trans-text/g, tr_obj[0].title);
tr_text +='查看原文';
}
} catch (e) {
}
} else {
//tr_text = "This message was translated for your convenience!";
tr_text = "lilicon-trans.your.convenience";
}
try {
if (!document.getElementById("tr-msz-" + value)) {
var tr_para = document.createElement("P");
tr_para.setAttribute("id", "tr-msz-" + value);
tr_para.setAttribute("class", "tr-msz");
tr_para.style.textAlign = 'justify';
var tr_fTag = document.createElement("IMG");
tr_fTag.setAttribute("class", "tFlag");
tr_fTag.setAttribute("alt", "翻译图标");
// tr_fTag.setAttribute("title", "翻译图标免责声明");
tr_fTag.setAttribute("src", "/html/assets/translate-icon.svg");
tr_para.appendChild(tr_fTag);
var container = document.createElement('span');
container.innerHTML = tr_text;
//var tr_textNode = document.createTextNode(container);
tr_para.appendChild(container);
/* Woot message only for multi source */
if(rootElement.querySelector(".lia-message-body-content").previousElementSibling != null && rootElement.querySelector(".lia-message-body-content").previousElementSibling.getAttributeNames().includes("data-generation-timestamp")){
rootElement.querySelector(".lia-message-body-content").previousElementSibling.remove()
}
if(rootElement.querySelector(".lia-quilt-forum-message")){
rootElement.querySelector(".lia-quilt-forum-message .lia-message-body").insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-message-view-blog-topic-message")) {
rootElement.querySelector(".lia-message-view-blog-topic-message .lia-message-body").insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-quilt-blog-reply-message")){
rootElement.querySelector(".lia-quilt-blog-reply-message .lia-message-body").insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-quilt-tkb-message")){
rootElement.querySelectorAll(".lia-quilt-tkb-message .lia-message-body")[0].insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-quilt-tkb-reply-message")){
rootElement.querySelectorAll(".lia-quilt-tkb-reply-message .lia-message-body")[0].insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-quilt-idea-message")){
rootElement.querySelector(".lia-quilt-idea-message .lia-message-body").insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector(".lia-quilt-idea-reply-message")){
rootElement.querySelector(".lia-quilt-idea-reply-message .lia-message-body").insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
} else if(rootElement.querySelector('.lia-quilt-occasion-message')){
rootElement.querySelector('.lia-quilt-occasion-message .lia-message-body').insertBefore(tr_para,rootElement.querySelector(".lia-message-body-content"));
}
else {
if (rootElement.querySelectorAll('div.lia-quilt-row-footer').length > 0) {
rootElement.querySelectorAll('div.lia-quilt-row-footer')[0].appendChild(tr_para);
} else {
rootElement.querySelectorAll('div.lia-quilt-column-message-footer')[0].appendChild(tr_para);
}
}
}
} catch (e) {
}
}
} else {
/* Do not display button for same language */
// syncList.remove(value);
var index = $scope.syncList.indexOf(value);
if (index > -1) {
$scope.syncList.splice(index, 1);
}
}
}
}
}
}
/*if(mszList_l.length <= 0){
setTimeout(()=>{
var mszListl = [];
angular.forEach(document.querySelectorAll("[class*='lia-js-data-messageUid']"), function(element) {
var mszId = element.getAttribute("data-lia-message-uid");
if (mszId != null) {
mszListl.push(mszId);
}
});
var mszListid = mszListl;
console.log("mszListl:",mszListl);
},2000)
}else{
var mszListid = mszList_l;
}*/
console.log("mszList_l:",mszList_l.length);
angular.forEach(mszList_l, function (value) {
if (document.querySelectorAll('div.lia-js-data-messageUid-' + value).length > 0) {
var rootElements = document.querySelectorAll('div.lia-js-data-messageUid-' + value);
}else if(document.querySelectorAll('.lia-occasion-message-view .lia-component-occasion-message-view').length >0){
var rootElements = document.querySelectorAll('.lia-occasion-message-view .lia-component-occasion-message-view')[0].querySelectorAll('.lia-occasion-description')[0];
}else {
var rootElements = document.querySelectorAll('div.message-uid-' + value);
}
angular.forEach(rootElements, function (rootElement) {
if (value == '1962850' && "ForumTopicPage" == "TkbArticlePage") {
rootElement = document.querySelector('.lia-thread-topic');
}
/* V1.1 Remove from UI */
if (document.getElementById("tr-msz-" + value)) {
document.getElementById("tr-msz-" + value).remove();
}
if (document.getElementById("tr-sync-" + value)) {
document.getElementById("tr-sync-" + value).remove();
}
/* XPath expression for subject and Body */
var lingoRBExp = "//lingo-body[@id = "+"'lingo-body-"+value+"'"+"]";
lingoRSExp = "//lingo-sub[@id = "+"'lingo-sub-"+value+"'"+"]";
/* Get translated subject of the message */
lingoRSXML = doc.evaluate(lingoRSExp, doc, null, XPathResult.UNORDERED_NODE_SNAPSHOT_TYPE, null);
for(var i=0;i 0){
angular.forEach(document.querySelectorAll(".PageTitle"), function(subEle) {
subEle.textContent = sub_L;
});
}
}
}
// Label translation
try{
var labelEle = document.querySelector("#labelsForMessage");
if(!labelEle){
labelEle = document.querySelector(".LabelsList");
}
if(labelEle) {
var listContains = labelEle.querySelector('.label');
if (listContains) {
/* Commenting this code as bussiness want to point search with source language label */
// var tagHLink = labelEle.querySelectorAll(".label")[0].querySelector(".label-link").href.split("label-name")[0];
var lingoLabelExp = "//lingo-label/text()";
trLabels = [];
trLabelsHtml = "";
/* Get translated labels of the message */
lingoLXML = doc.evaluate(lingoLabelExp, doc, null, XPathResult.UNORDERED_NODE_SNAPSHOT_TYPE, null);
var labelsLength = document.querySelector(".LabelsList").querySelectorAll(".label").length;
var labelSnapshotLength = lingoLXML.snapshotLength;
if (labelsLength == labelSnapshotLength){
for (var k = 0; k < lingoLXML.snapshotLength; k++) {
//trLabels.push(lingoLXML.snapshotItem(i).textContent);
if (k != 0) {
//trLabelsHtml = trLabelsHtml + '