From 321f96289432759f96d60ba4ae017aed97fb2747 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Thu, 4 Aug 2022 09:15:13 -0400
Subject: [PATCH] update profiling methods

---
 CHANGELOG.md                 |    2 +-
 demo/typescript/index.html   |    2 +-
 demo/typescript/index.js     |    4 +-
 demo/typescript/index.js.map |    6 +-
 demo/typescript/index.ts     |   19 +-
 package.json                 |   17 +-
 src/human.ts                 |   18 +-
 src/tfjs/backend.ts          |   26 +-
 src/tfjs/humangl.ts          |    2 +-
 src/warmup.ts                |    1 +
 test/build.log               |   48 +-
 test/test.log                | 1368 +++++++++++++++++-----------------
 12 files changed, 761 insertions(+), 752 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d7b14eda..2dab53ac 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@
   
 ## Changelog
   
-### **HEAD -> main** 2022/07/26 mandic00@live.com
+### **HEAD -> main** 2022/07/29 mandic00@live.com
 
 
 ### **release: 2.9.1** 2022/07/25 mandic00@live.com
diff --git a/demo/typescript/index.html b/demo/typescript/index.html
index 47296bfb..a74a14bc 100644
--- a/demo/typescript/index.html
+++ b/demo/typescript/index.html
@@ -25,6 +25,6 @@
     <video id="video" playsinline style="display: none"></video>
     <pre id="status" style="position: absolute; top: 12px; right: 20px; background-color: grey; padding: 8px; box-shadow: 2px 2px black"></pre>
     <pre id="log" style="padding: 8px"></pre>
-    <div id="performance" style="position: absolute; bottom: 1rem; width: 100%; padding: 8px; font-size: 0.8rem;"></div>
+    <div id="performance" style="position: absolute; bottom: 0; width: 100%; padding: 8px; font-size: 0.8rem;"></div>
   </body>
 </html>
diff --git a/demo/typescript/index.js b/demo/typescript/index.js
index f01ad6bd..042f59ee 100644
--- a/demo/typescript/index.js
+++ b/demo/typescript/index.js
@@ -4,6 +4,6 @@
   author: <https://github.com/vladmandic>'
 */
 
-import{Human as p}from"../../dist/human.esm.js";var w={async:!0,modelBasePath:"../../models",filter:{enabled:!0,equalization:!1,flip:!1},face:{enabled:!0,detector:{rotation:!1},mesh:{enabled:!0},attention:{enabled:!1},iris:{enabled:!0},description:{enabled:!0},emotion:{enabled:!0}},body:{enabled:!0},hand:{enabled:!0},object:{enabled:!1},gesture:{enabled:!0}},t=new p(w);t.env.perfadd=!1;t.draw.options.font='small-caps 18px "Lato"';t.draw.options.lineHeight=20;var e={video:document.getElementById("video"),canvas:document.getElementById("canvas"),log:document.getElementById("log"),fps:document.getElementById("status"),perf:document.getElementById("performance")},o={detect:0,draw:0,tensors:0},d={detect:0,draw:0},s=(...a)=>{e.log.innerText+=a.join(" ")+`
-`,console.log(...a)},r=a=>e.fps.innerText=a,b=a=>e.perf.innerText="tensors:"+t.tf.memory().numTensors+" | performance: "+JSON.stringify(a).replace(/"|{|}/g,"").replace(/,/g," | ");async function h(){r("starting webcam...");let a={audio:!1,video:{facingMode:"user",resizeMode:"none",width:{ideal:document.body.clientWidth},height:{ideal:document.body.clientHeight}}},n=await navigator.mediaDevices.getUserMedia(a),m=new Promise(u=>{e.video.onloadeddata=()=>u(!0)});e.video.srcObject=n,e.video.play(),await m,e.canvas.width=e.video.videoWidth,e.canvas.height=e.video.videoHeight;let i=n.getVideoTracks()[0],f=i.getCapabilities?i.getCapabilities():"",v=i.getSettings?i.getSettings():"",g=i.getConstraints?i.getConstraints():"";s("video:",e.video.videoWidth,e.video.videoHeight,i.label,{stream:n,track:i,settings:v,constraints:g,capabilities:f}),e.canvas.onclick=()=>{e.video.paused?e.video.play():e.video.pause()}}async function c(){if(!e.video.paused){await t.detect(e.video);let n=t.tf.memory().numTensors;n-o.tensors!==0&&s("allocated tensors:",n-o.tensors),o.tensors=n}let a=t.now();d.detect=1e3/(a-o.detect),o.detect=a,requestAnimationFrame(c)}async function l(){if(!e.video.paused){let n=await t.next(t.result);t.config.filter.flip?await t.draw.canvas(n.canvas,e.canvas):await t.draw.canvas(e.video,e.canvas),await t.draw.all(e.canvas,n),b(n.performance)}let a=t.now();d.draw=1e3/(a-o.draw),o.draw=a,r(e.video.paused?"paused":`fps: ${d.detect.toFixed(1).padStart(5," ")} detect | ${d.draw.toFixed(1).padStart(5," ")} draw`),setTimeout(l,30)}async function y(){s("human version:",t.version,"| tfjs version:",t.tf.version["tfjs-core"]),s("platform:",t.env.platform,"| agent:",t.env.agent),r("loading..."),await t.load(),s("backend:",t.tf.getBackend(),"| available:",t.env.backends),s("models stats:",t.getModelStats()),s("models loaded:",Object.values(t.models).filter(a=>a!==null).length),r("initializing..."),await t.warmup(),await h(),await c(),await l()}window.onload=y;
+import{Human as p}from"../../dist/human.esm.js";var w={async:!0,modelBasePath:"../../models",filter:{enabled:!0,equalization:!1,flip:!1},face:{enabled:!0,detector:{rotation:!1},mesh:{enabled:!0},attention:{enabled:!1},iris:{enabled:!0},description:{enabled:!0},emotion:{enabled:!0}},body:{enabled:!0},hand:{enabled:!0},object:{enabled:!1},gesture:{enabled:!0}},e=new p(w);e.env.perfadd=!1;e.draw.options.font='small-caps 18px "Lato"';e.draw.options.lineHeight=20;var t={video:document.getElementById("video"),canvas:document.getElementById("canvas"),log:document.getElementById("log"),fps:document.getElementById("status"),perf:document.getElementById("performance")},n={detect:0,draw:0,tensors:0,start:0},o={detectFPS:0,drawFPS:0,frames:0,averageMs:0},i=(...a)=>{t.log.innerText+=a.join(" ")+`
+`,console.log(...a)},r=a=>t.fps.innerText=a,b=a=>t.perf.innerText="tensors:"+e.tf.memory().numTensors+" | performance: "+JSON.stringify(a).replace(/"|{|}/g,"").replace(/,/g," | ");async function h(){r("starting webcam...");let a={audio:!1,video:{facingMode:"user",resizeMode:"none",width:{ideal:document.body.clientWidth},height:{ideal:document.body.clientHeight}}},d=await navigator.mediaDevices.getUserMedia(a),m=new Promise(u=>{t.video.onloadeddata=()=>u(!0)});t.video.srcObject=d,t.video.play(),await m,t.canvas.width=t.video.videoWidth,t.canvas.height=t.video.videoHeight;let s=d.getVideoTracks()[0],f=s.getCapabilities?s.getCapabilities():"",v=s.getSettings?s.getSettings():"",g=s.getConstraints?s.getConstraints():"";i("video:",t.video.videoWidth,t.video.videoHeight,s.label,{stream:d,track:s,settings:v,constraints:g,capabilities:f}),t.canvas.onclick=()=>{t.video.paused?t.video.play():t.video.pause()}}async function c(){if(!t.video.paused){n.start===0&&(n.start=e.now()),await e.detect(t.video);let a=e.tf.memory().numTensors;a-n.tensors!==0&&i("allocated tensors:",a-n.tensors),n.tensors=a,o.detectFPS=Math.round(1e3*1e3/(e.now()-n.detect))/1e3,o.frames++,o.averageMs=Math.round(1e3*(e.now()-n.start)/o.frames)/1e3,o.frames%100===0&&!t.video.paused&&i("performance",{...o,tensors:n.tensors})}n.detect=e.now(),requestAnimationFrame(c)}async function l(){if(!t.video.paused){let d=await e.next(e.result);e.config.filter.flip?await e.draw.canvas(d.canvas,t.canvas):await e.draw.canvas(t.video,t.canvas),await e.draw.all(t.canvas,d),b(d.performance)}let a=e.now();o.drawFPS=Math.round(1e3*1e3/(a-n.draw))/1e3,n.draw=a,r(t.video.paused?"paused":`fps: ${o.detectFPS.toFixed(1).padStart(5," ")} detect | ${o.drawFPS.toFixed(1).padStart(5," ")} draw`),setTimeout(l,30)}async function M(){i("human version:",e.version,"| tfjs version:",e.tf.version["tfjs-core"]),i("platform:",e.env.platform,"| agent:",e.env.agent),r("loading..."),await e.load(),i("backend:",e.tf.getBackend(),"| available:",e.env.backends),i("models stats:",e.getModelStats()),i("models loaded:",Object.values(e.models).filter(a=>a!==null).length),r("initializing..."),await e.warmup(),await h(),await c(),await l()}window.onload=M;
 //# sourceMappingURL=index.js.map
diff --git a/demo/typescript/index.js.map b/demo/typescript/index.js.map
index 3f5a5d0c..f410639d 100644
--- a/demo/typescript/index.js.map
+++ b/demo/typescript/index.js.map
@@ -1,7 +1,7 @@
 {
   "version": 3,
   "sources": ["index.ts"],
-  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport { Human, Config } from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\n\nconst humanConfig: Partial<Config> = { // user configuration for human, used to fine-tune behavior\n  // backend: 'wasm' as const,\n  // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.18.0/dist/',\n  // cacheSensitivity: 0,\n  async: true,\n  modelBasePath: '../../models',\n  filter: { enabled: true, equalization: false, flip: false },\n  face: { enabled: true, detector: { rotation: false }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true } },\n  body: { enabled: true },\n  hand: { enabled: true },\n  object: { enabled: false },\n  gesture: { enabled: true },\n};\n\nconst human = new Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env['perfadd'] = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n// human.draw.options.fillPolygons = true;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('status') as HTMLPreElement,\n  perf: document.getElementById('performance') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0, tensors: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detect: 0, draw: 0 }; // holds calculated fps information for both detect and screen refresh\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  // eslint-disable-next-line no-console\n  console.log(...msg);\n};\nconst status = (msg) => dom.fps.innerText = msg; // print status element\nconst perf = (msg) => dom.perf.innerText = 'tensors:' + human.tf.memory().numTensors + ' | performance: ' + JSON.stringify(msg).replace(/\"|{|}/g, '').replace(/,/g, ' | '); // print performance element\n\nasync function webCam() { // initialize webcam\n  status('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const options: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth }, height: { ideal: document.body.clientHeight } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(options);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  const track: MediaStreamTrack = stream.getVideoTracks()[0];\n  const capabilities: MediaTrackCapabilities | string = track.getCapabilities ? track.getCapabilities() : '';\n  const settings: MediaTrackSettings | string = track.getSettings ? track.getSettings() : '';\n  const constraints: MediaTrackConstraints | string = track.getConstraints ? track.getConstraints() : '';\n  log('video:', dom.video.videoWidth, dom.video.videoHeight, track.label, { stream, track, settings, constraints, capabilities });\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    // console.log('profiling data:', await human.profile(dom.video));\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const tensors = human.tf.memory().numTensors; // check current tensor usage for memory leaks\n    if (tensors - timestamp.tensors !== 0) log('allocated tensors:', tensors - timestamp.tensors); // printed on start and each time there is a tensor leak\n    timestamp.tensors = tensors;\n  }\n  const now = human.now();\n  fps.detect = 1000 / (now - timestamp.detect);\n  timestamp.detect = now;\n  requestAnimationFrame(detectionLoop); // start new frame immediately\n}\n\nasync function drawLoop() { // main screen refresh loop\n  if (!dom.video.paused) {\n    const interpolated = await human.next(human.result); // smoothen result using last-known results\n    if (human.config.filter.flip) await human.draw.canvas(interpolated.canvas as HTMLCanvasElement, dom.canvas); // draw processed image to screen canvas\n    else await human.draw.canvas(dom.video, dom.canvas); // draw original video to screen canvas // better than using procesed image as this loop happens faster than processing loop\n    await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n    perf(interpolated.performance); // write performance data\n  }\n  const now = human.now();\n  fps.draw = 1000 / (now - timestamp.draw);\n  timestamp.draw = now;\n  status(dom.video.paused ? 'paused' : `fps: ${fps.detect.toFixed(1).padStart(5, ' ')} detect | ${fps.draw.toFixed(1).padStart(5, ' ')} draw`); // write status\n  // requestAnimationFrame(drawLoop); // refresh at screen refresh rate\n  setTimeout(drawLoop, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n}\n\nasync function main() { // main entry point\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('platform:', human.env.platform, '| agent:', human.env.agent);\n  status('loading...');\n  await human.load(); // preload all models\n  log('backend:', human.tf.getBackend(), '| available:', human.env.backends);\n  log('models stats:', human.getModelStats());\n  log('models loaded:', Object.values(human.models).filter((model) => model !== null).length);\n  status('initializing...');\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await webCam(); // start webcam\n  await detectionLoop(); // start detection loop\n  await drawLoop(); // start draw loop\n}\n\nwindow.onload = main;\n"],
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-  "names": ["Human", "humanConfig", "human", "dom", "timestamp", "fps", "log", "msg", "status", "perf", "webCam", "options", "stream", "ready", "resolve", "track", "capabilities", "settings", "constraints", "detectionLoop", "tensors", "now", "drawLoop", "interpolated", "main", "model"]
+  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport { Human, Config } from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\n\nconst humanConfig: Partial<Config> = { // user configuration for human, used to fine-tune behavior\n  // backend: 'wasm' as const,\n  // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.18.0/dist/',\n  // cacheSensitivity: 0,\n  async: true,\n  modelBasePath: '../../models',\n  filter: { enabled: true, equalization: false, flip: false },\n  face: { enabled: true, detector: { rotation: false }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true } },\n  body: { enabled: true },\n  hand: { enabled: true },\n  object: { enabled: false },\n  gesture: { enabled: true },\n};\n\nconst human = new Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env['perfadd'] = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n// human.draw.options.fillPolygons = true;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('status') as HTMLPreElement,\n  perf: document.getElementById('performance') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0, tensors: 0, start: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detectFPS: 0, drawFPS: 0, frames: 0, averageMs: 0 }; // holds calculated fps information for both detect and screen refresh\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  // eslint-disable-next-line no-console\n  console.log(...msg);\n};\nconst status = (msg) => dom.fps.innerText = msg; // print status element\nconst perf = (msg) => dom.perf.innerText = 'tensors:' + human.tf.memory().numTensors + ' | performance: ' + JSON.stringify(msg).replace(/\"|{|}/g, '').replace(/,/g, ' | '); // print performance element\n\nasync function webCam() { // initialize webcam\n  status('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const options: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth }, height: { ideal: document.body.clientHeight } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(options);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  const track: MediaStreamTrack = stream.getVideoTracks()[0];\n  const capabilities: MediaTrackCapabilities | string = track.getCapabilities ? track.getCapabilities() : '';\n  const settings: MediaTrackSettings | string = track.getSettings ? track.getSettings() : '';\n  const constraints: MediaTrackConstraints | string = track.getConstraints ? track.getConstraints() : '';\n  log('video:', dom.video.videoWidth, dom.video.videoHeight, track.label, { stream, track, settings, constraints, capabilities });\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    if (timestamp.start === 0) timestamp.start = human.now();\n    // log('profiling data:', await human.profile(dom.video));\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const tensors = human.tf.memory().numTensors; // check current tensor usage for memory leaks\n    if (tensors - timestamp.tensors !== 0) log('allocated tensors:', tensors - timestamp.tensors); // printed on start and each time there is a tensor leak\n    timestamp.tensors = tensors;\n    fps.detectFPS = Math.round(1000 * 1000 / (human.now() - timestamp.detect)) / 1000;\n    fps.frames++;\n    fps.averageMs = Math.round(1000 * (human.now() - timestamp.start) / fps.frames) / 1000;\n    if (fps.frames % 100 === 0 && !dom.video.paused) log('performance', { ...fps, tensors: timestamp.tensors });\n  }\n  timestamp.detect = human.now();\n  requestAnimationFrame(detectionLoop); // start new frame immediately\n}\n\nasync function drawLoop() { // main screen refresh loop\n  if (!dom.video.paused) {\n    const interpolated = await human.next(human.result); // smoothen result using last-known results\n    if (human.config.filter.flip) await human.draw.canvas(interpolated.canvas as HTMLCanvasElement, dom.canvas); // draw processed image to screen canvas\n    else await human.draw.canvas(dom.video, dom.canvas); // draw original video to screen canvas // better than using procesed image as this loop happens faster than processing loop\n    await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n    perf(interpolated.performance); // write performance data\n  }\n  const now = human.now();\n  fps.drawFPS = Math.round(1000 * 1000 / (now - timestamp.draw)) / 1000;\n  timestamp.draw = now;\n  status(dom.video.paused ? 'paused' : `fps: ${fps.detectFPS.toFixed(1).padStart(5, ' ')} detect | ${fps.drawFPS.toFixed(1).padStart(5, ' ')} draw`); // write status\n  // requestAnimationFrame(drawLoop); // refresh at screen refresh rate\n  setTimeout(drawLoop, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n}\n\nasync function main() { // main entry point\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('platform:', human.env.platform, '| agent:', human.env.agent);\n  status('loading...');\n  await human.load(); // preload all models\n  log('backend:', human.tf.getBackend(), '| available:', human.env.backends);\n  log('models stats:', human.getModelStats());\n  log('models loaded:', Object.values(human.models).filter((model) => model !== null).length);\n  status('initializing...');\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await webCam(); // start webcam\n  await detectionLoop(); // start detection loop\n  await drawLoop(); // start draw loop\n}\n\nwindow.onload = main;\n"],
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+  "names": ["Human", "humanConfig", "human", "dom", "timestamp", "fps", "log", "msg", "status", "perf", "webCam", "options", "stream", "ready", "resolve", "track", "capabilities", "settings", "constraints", "detectionLoop", "tensors", "drawLoop", "interpolated", "now", "main", "model"]
 }
diff --git a/demo/typescript/index.ts b/demo/typescript/index.ts
index ca7f28c8..4107cd10 100644
--- a/demo/typescript/index.ts
+++ b/demo/typescript/index.ts
@@ -37,8 +37,8 @@ const dom = { // grab instances of dom objects so we dont have to look them up l
   fps: document.getElementById('status') as HTMLPreElement,
   perf: document.getElementById('performance') as HTMLDivElement,
 };
-const timestamp = { detect: 0, draw: 0, tensors: 0 }; // holds information used to calculate performance and possible memory leaks
-const fps = { detect: 0, draw: 0 }; // holds calculated fps information for both detect and screen refresh
+const timestamp = { detect: 0, draw: 0, tensors: 0, start: 0 }; // holds information used to calculate performance and possible memory leaks
+const fps = { detectFPS: 0, drawFPS: 0, frames: 0, averageMs: 0 }; // holds calculated fps information for both detect and screen refresh
 
 const log = (...msg) => { // helper method to output messages
   dom.log.innerText += msg.join(' ') + '\n';
@@ -72,15 +72,18 @@ async function webCam() { // initialize webcam
 
 async function detectionLoop() { // main detection loop
   if (!dom.video.paused) {
-    // console.log('profiling data:', await human.profile(dom.video));
+    if (timestamp.start === 0) timestamp.start = human.now();
+    // log('profiling data:', await human.profile(dom.video));
     await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result
     const tensors = human.tf.memory().numTensors; // check current tensor usage for memory leaks
     if (tensors - timestamp.tensors !== 0) log('allocated tensors:', tensors - timestamp.tensors); // printed on start and each time there is a tensor leak
     timestamp.tensors = tensors;
+    fps.detectFPS = Math.round(1000 * 1000 / (human.now() - timestamp.detect)) / 1000;
+    fps.frames++;
+    fps.averageMs = Math.round(1000 * (human.now() - timestamp.start) / fps.frames) / 1000;
+    if (fps.frames % 100 === 0 && !dom.video.paused) log('performance', { ...fps, tensors: timestamp.tensors });
   }
-  const now = human.now();
-  fps.detect = 1000 / (now - timestamp.detect);
-  timestamp.detect = now;
+  timestamp.detect = human.now();
   requestAnimationFrame(detectionLoop); // start new frame immediately
 }
 
@@ -93,9 +96,9 @@ async function drawLoop() { // main screen refresh loop
     perf(interpolated.performance); // write performance data
   }
   const now = human.now();
-  fps.draw = 1000 / (now - timestamp.draw);
+  fps.drawFPS = Math.round(1000 * 1000 / (now - timestamp.draw)) / 1000;
   timestamp.draw = now;
-  status(dom.video.paused ? 'paused' : `fps: ${fps.detect.toFixed(1).padStart(5, ' ')} detect | ${fps.draw.toFixed(1).padStart(5, ' ')} draw`); // write status
+  status(dom.video.paused ? 'paused' : `fps: ${fps.detectFPS.toFixed(1).padStart(5, ' ')} detect | ${fps.drawFPS.toFixed(1).padStart(5, ' ')} draw`); // write status
   // requestAnimationFrame(drawLoop); // refresh at screen refresh rate
   setTimeout(drawLoop, 30); // use to slow down refresh from max refresh rate to target of 30 fps
 }
diff --git a/package.json b/package.json
index 092bf647..0ae4e747 100644
--- a/package.json
+++ b/package.json
@@ -55,11 +55,11 @@
   ],
   "optionalDependencies": {
     "canvas": "^2.9.3",
-    "node-fetch": "^3.2.9",
+    "node-fetch": "^3.2.10",
     "node-webcam": "^0.8.1"
   },
   "devDependencies": {
-    "@microsoft/api-extractor": "^7.28.6",
+    "@microsoft/api-extractor": "^7.29.0",
     "@tensorflow/tfjs": "^3.19.0",
     "@tensorflow/tfjs-backend-cpu": "^3.19.0",
     "@tensorflow/tfjs-backend-wasm": "^3.19.0",
@@ -72,15 +72,16 @@
     "@tensorflow/tfjs-node": "^3.19.0",
     "@tensorflow/tfjs-node-gpu": "^3.19.0",
     "@tensorflow/tfjs-tflite": "0.0.1-alpha.8",
-    "@types/node": "^18.6.2",
+    "@types/node": "^18.6.3",
     "@types/offscreencanvas": "^2019.7.0",
-    "@typescript-eslint/eslint-plugin": "^5.31.0",
-    "@typescript-eslint/parser": "^5.31.0",
+    "@typescript-eslint/eslint-plugin": "^5.32.0",
+    "@typescript-eslint/parser": "^5.32.0",
     "@vladmandic/build": "^0.7.8",
     "@vladmandic/pilogger": "^0.4.5",
     "@vladmandic/tfjs": "github:vladmandic/tfjs",
-    "esbuild": "^0.14.51",
-    "eslint": "8.20.0",
+    "@webgpu/types": "^0.1.21",
+    "esbuild": "^0.14.53",
+    "eslint": "8.21.0",
     "eslint-config-airbnb-base": "^15.0.0",
     "eslint-plugin-html": "^7.1.0",
     "eslint-plugin-import": "^2.26.0",
@@ -90,7 +91,7 @@
     "rimraf": "^3.0.2",
     "seedrandom": "^3.0.5",
     "tslib": "^2.4.0",
-    "typedoc": "0.23.9",
+    "typedoc": "0.23.10",
     "typescript": "4.7.4"
   }
 }
diff --git a/src/human.ts b/src/human.ts
index 2873e276..d27e9cff 100644
--- a/src/human.ts
+++ b/src/human.ts
@@ -350,20 +350,24 @@ export class Human {
    * - result object will contain total exeuction time information for top-20 kernels
    * - actual detection object can be accessed via `human.result`
   */
-  async profile(input: Input, userConfig?: Partial<Config>): Promise<Record<string, number>> {
+  async profile(input: Input, userConfig?: Partial<Config>): Promise<Array<{ kernel: string, time: number, perc: number }>> {
     const profile = await this.tf.profile(() => this.detect(input, userConfig));
     const kernels: Record<string, number> = {};
+    let total = 0;
     for (const kernel of profile.kernels) { // sum kernel time values per kernel
       if (kernels[kernel.name]) kernels[kernel.name] += kernel.kernelTimeMs;
       else kernels[kernel.name] = kernel.kernelTimeMs;
+      total += kernel.kernelTimeMs;
     }
-    const kernelArr: Array<{ name: string, ms: number }> = [];
-    Object.entries(kernels).forEach((key) => kernelArr.push({ name: key[0], ms: key[1] as unknown as number })); // convert to array
-    kernelArr.sort((a, b) => b.ms - a.ms); // sort
+    const kernelArr: Array<{ kernel: string, time: number, perc: number }> = [];
+    Object.entries(kernels).forEach((key) => kernelArr.push({ kernel: key[0], time: key[1] as unknown as number, perc: 0 })); // convert to array
+    for (const kernel of kernelArr) {
+      kernel.perc = Math.round(1000 * kernel.time / total) / 1000;
+      kernel.time = Math.round(1000 * kernel.time) / 1000;
+    }
+    kernelArr.sort((a, b) => b.time - a.time); // sort
     kernelArr.length = 20; // crop
-    const res: Record<string, number> = {};
-    for (const kernel of kernelArr) res[kernel.name] = kernel.ms; // create perf objects
-    return res;
+    return kernelArr;
   }
 
   /** Main detection method
diff --git a/src/tfjs/backend.ts b/src/tfjs/backend.ts
index 1b9421ad..908ea234 100644
--- a/src/tfjs/backend.ts
+++ b/src/tfjs/backend.ts
@@ -86,9 +86,7 @@ export async function check(instance: Human, force = false) {
 
       // customize wasm
       if (instance.config.backend === 'wasm') {
-        try {
-          tf.env().set('CANVAS2D_WILL_READ_FREQUENTLY', true);
-        } catch { /**/ }
+        if (tf.env().flagRegistry['CANVAS2D_WILL_READ_FREQUENTLY']) tf.env().set('CANVAS2D_WILL_READ_FREQUENTLY', true);
         if (instance.config.debug) log('wasm path:', instance.config.wasmPath);
         if (typeof tf?.setWasmPaths !== 'undefined') await tf.setWasmPaths(instance.config.wasmPath, instance.config.wasmPlatformFetch);
         else throw new Error('backend error: attempting to use wasm backend but wasm path is not set');
@@ -110,15 +108,17 @@ export async function check(instance: Human, force = false) {
 
     // customize humangl
     if (tf.getBackend() === 'humangl') {
-      tf.ENV.set('CHECK_COMPUTATION_FOR_ERRORS', false);
-      tf.ENV.set('WEBGL_CPU_FORWARD', true);
-      // tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', false);
-      tf.ENV.set('WEBGL_USE_SHAPES_UNIFORMS', true);
-      tf.ENV.set('CPU_HANDOFF_SIZE_THRESHOLD', 256);
-      // if (!instance.config.object.enabled) tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // safe to use 16bit precision
+      if (tf.env().flagRegistry['CHECK_COMPUTATION_FOR_ERRORS']) tf.env().set('CHECK_COMPUTATION_FOR_ERRORS', false);
+      if (tf.env().flagRegistry['WEBGL_CPU_FORWARD']) tf.env().set('WEBGL_CPU_FORWARD', true);
+      if (tf.env().flagRegistry['WEBGL_USE_SHAPES_UNIFORMS']) tf.env().set('WEBGL_USE_SHAPES_UNIFORMS', true);
+      if (tf.env().flagRegistry['CPU_HANDOFF_SIZE_THRESHOLD']) tf.env().set('CPU_HANDOFF_SIZE_THRESHOLD', 256);
+      if (tf.env().flagRegistry['WEBGL_EXP_CONV']) tf.env().set('WEBGL_EXP_CONV', true); // <https://github.com/tensorflow/tfjs/issues/6678>
+      if (tf.env().flagRegistry['USE_SETTIMEOUTWPM']) tf.env().set('USE_SETTIMEOUTWPM', true); // <https://github.com/tensorflow/tfjs/issues/6687>
+      // if (tf.env().flagRegistry['WEBGL_PACK_DEPTHWISECONV'])  tf.env().set('WEBGL_PACK_DEPTHWISECONV', false);
+      // if (if (tf.env().flagRegistry['WEBGL_FORCE_F16_TEXTURES']) && !instance.config.object.enabled) tf.env().set('WEBGL_FORCE_F16_TEXTURES', true); // safe to use 16bit precision
       if (typeof instance.config['deallocate'] !== 'undefined' && instance.config['deallocate']) { // hidden param
         log('changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:', true);
-        tf.ENV.set('WEBGL_DELETE_TEXTURE_THRESHOLD', 0);
+        tf.env().set('WEBGL_DELETE_TEXTURE_THRESHOLD', 0);
       }
       if (tf.backend().getGPGPUContext) {
         const gl = await tf.backend().getGPGPUContext().gl;
@@ -128,9 +128,9 @@ export async function check(instance: Human, force = false) {
 
     // customize webgpu
     if (tf.getBackend() === 'webgpu') {
-      // tf.ENV.set('WEBGPU_CPU_HANDOFF_SIZE_THRESHOLD', 512);
-      // tf.ENV.set('WEBGPU_DEFERRED_SUBMIT_BATCH_SIZE', 0);
-      // tf.ENV.set('WEBGPU_CPU_FORWARD', true);
+      // if (tf.env().flagRegistry['WEBGPU_CPU_HANDOFF_SIZE_THRESHOLD']) tf.env().set('WEBGPU_CPU_HANDOFF_SIZE_THRESHOLD', 512);
+      // if (tf.env().flagRegistry['WEBGPU_DEFERRED_SUBMIT_BATCH_SIZE']) tf.env().set('WEBGPU_DEFERRED_SUBMIT_BATCH_SIZE', 0);
+      // if (tf.env().flagRegistry['WEBGPU_CPU_FORWARD']) tf.env().set('WEBGPU_CPU_FORWARD', true);
     }
 
     // wait for ready
diff --git a/src/tfjs/humangl.ts b/src/tfjs/humangl.ts
index 912d27fb..3757b70e 100644
--- a/src/tfjs/humangl.ts
+++ b/src/tfjs/humangl.ts
@@ -123,7 +123,7 @@ export async function register(instance: Human): Promise<void> {
       return;
     }
     try {
-      tf.ENV.set('WEBGL_VERSION', 2);
+      if (tf.env().flagRegistry['WEBGL_VERSION']) tf.env().set('WEBGL_VERSION', 2);
     } catch (err) {
       log('error: cannot set WebGL backend flags:', err);
       return;
diff --git a/src/warmup.ts b/src/warmup.ts
index 9ad08bd7..c01cfe37 100644
--- a/src/warmup.ts
+++ b/src/warmup.ts
@@ -109,6 +109,7 @@ async function runInference(instance: Human) {
 
 /** Runs pre-compile on all loaded models */
 export async function runCompile(allModels: Models) {
+  if (!tf.env().flagRegistry['ENGINE_COMPILE_ONLY']) return; // tfjs does not support compile-only inference
   const backendType = tf.getBackend();
   const webGLBackend = tf.backend();
   if ((backendType !== 'webgl' && backendType !== 'humangl') || (!webGLBackend || !webGLBackend.checkCompileCompletion)) {
diff --git a/test/build.log b/test/build.log
index b90a0546..efeb664e 100644
--- a/test/build.log
+++ b/test/build.log
@@ -1,24 +1,24 @@
-2022-07-29 09:21:22 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.1"} 
-2022-07-29 09:21:22 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
-2022-07-29 09:21:22 INFO:  Toolchain: {"build":"0.7.8","esbuild":"0.14.51","typescript":"4.7.4","typedoc":"0.23.9","eslint":"8.20.0"} 
-2022-07-29 09:21:22 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
-2022-07-29 09:21:22 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":608} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":74,"inputBytes":647939,"outputBytes":303804} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":612} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":74,"inputBytes":647943,"outputBytes":303808} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":664} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":74,"inputBytes":647995,"outputBytes":303858} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1069,"outputBytes":358} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1032,"outputBytes":583} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":74,"inputBytes":647914,"outputBytes":302683} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1271,"outputBytes":2787569} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":74,"inputBytes":3434900,"outputBytes":1665591} 
-2022-07-29 09:21:22 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":74,"inputBytes":3434900,"outputBytes":3066202} 
-2022-07-29 09:21:29 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
-2022-07-29 09:21:31 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":76,"generated":true} 
-2022-07-29 09:21:31 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6414,"outputBytes":2878} 
-2022-07-29 09:21:31 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":7604} 
-2022-07-29 09:21:40 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":107,"errors":0,"warnings":0} 
-2022-07-29 09:21:40 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
-2022-07-29 09:21:40 INFO:  Done... 
+2022-08-04 09:11:15 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.1"} 
+2022-08-04 09:11:15 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
+2022-08-04 09:11:15 INFO:  Toolchain: {"build":"0.7.8","esbuild":"0.14.53","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.21.0"} 
+2022-08-04 09:11:15 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
+2022-08-04 09:11:15 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":608} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":74,"inputBytes":649269,"outputBytes":304361} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":612} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":74,"inputBytes":649273,"outputBytes":304365} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":664} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":74,"inputBytes":649325,"outputBytes":304415} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1069,"outputBytes":358} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1032,"outputBytes":583} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":74,"inputBytes":649244,"outputBytes":303238} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1271,"outputBytes":2787569} 
+2022-08-04 09:11:15 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":74,"inputBytes":3436230,"outputBytes":1666096} 
+2022-08-04 09:11:16 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":74,"inputBytes":3436230,"outputBytes":3066923} 
+2022-08-04 09:11:22 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
+2022-08-04 09:11:25 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":76,"generated":true} 
+2022-08-04 09:11:25 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6787,"outputBytes":3141} 
+2022-08-04 09:11:25 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":7604} 
+2022-08-04 09:11:35 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":107,"errors":0,"warnings":0} 
+2022-08-04 09:11:35 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
+2022-08-04 09:11:35 INFO:  Done... 
diff --git a/test/test.log b/test/test.log
index 8e64e263..c8617008 100644
--- a/test/test.log
+++ b/test/test.log
@@ -1,684 +1,684 @@
-2022-07-29 09:22:56 INFO:  @vladmandic/human version 2.9.1 
-2022-07-29 09:22:56 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.15.0 
-2022-07-29 09:22:56 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2022-07-29 09:22:56 INFO:  demos: ["../demo/nodejs/node.js","../demo/nodejs/node-canvas.js","../demo/nodejs/node-env.js","../demo/nodejs/node-event.js","../demo/nodejs/node-multiprocess.js"] 
-2022-07-29 09:22:56 INFO:  
-2022-07-29 09:22:56 INFO:  test-node.js start 
-2022-07-29 09:22:56 INFO:  test-node.js test: configuration validation 
-2022-07-29 09:22:56 STATE: test-node.js passed: configuration default validation [] 
-2022-07-29 09:22:56 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-07-29 09:22:56 INFO:  test-node.js test: model load 
-2022-07-29 09:22:56 STATE: test-node.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-07-29 09:22:56 INFO:  test-node.js test: warmup 
-2022-07-29 09:22:56 STATE: test-node.js passed: create human 
-2022-07-29 09:22:56 INFO:  test-node.js human version: 2.9.1 
-2022-07-29 09:22:56 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-07-29 09:22:56 INFO:  test-node.js tfjs version: 3.19.0 
-2022-07-29 09:22:56 INFO:  test-node.js tensorflow binding version: 2.7.3-dev20220521 
-2022-07-29 09:22:56 STATE: test-node.js passed: set backend: tensorflow 
-2022-07-29 09:22:56 STATE: test-node.js tensors 1921 
-2022-07-29 09:22:56 STATE: test-node.js passed: load models 
-2022-07-29 09:22:56 STATE: test-node.js  result: defined models: 22 loaded models: 12 
-2022-07-29 09:22:56 STATE: test-node.js passed: warmup: none default 
-2022-07-29 09:22:56 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-07-29 09:22:56 DATA:  test-node.js  result: performance: load: null total: null 
-2022-07-29 09:22:56 STATE: test-node.js passed: warmup none result match 
-2022-07-29 09:22:56 STATE: test-node.js event: image 
-2022-07-29 09:22:56 STATE: test-node.js event: detect 
-2022-07-29 09:22:56 STATE: test-node.js event: warmup 
-2022-07-29 09:22:56 STATE: test-node.js passed: warmup: face default 
-2022-07-29 09:22:56 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-07-29 09:22:56 DATA:  test-node.js  result: performance: load: null total: 332 
-2022-07-29 09:22:56 STATE: test-node.js passed: warmup face result match 
-2022-07-29 09:22:56 STATE: test-node.js event: image 
-2022-07-29 09:22:57 STATE: test-node.js event: detect 
-2022-07-29 09:22:57 STATE: test-node.js event: warmup 
-2022-07-29 09:22:57 STATE: test-node.js passed: warmup: body default 
-2022-07-29 09:22:57 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:22:57 DATA:  test-node.js  result: performance: load: null total: 253 
-2022-07-29 09:22:57 STATE: test-node.js passed: warmup body result match 
-2022-07-29 09:22:57 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-07-29 09:22:57 INFO:  test-node.js test: details verification 
-2022-07-29 09:22:57 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:22:57 STATE: test-node.js event: image 
-2022-07-29 09:22:57 STATE: test-node.js event: detect 
-2022-07-29 09:22:57 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:22:57 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:22:57 DATA:  test-node.js  result: performance: load: null total: 246 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face length 1 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face score 1 0.93 1 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face arrays 4 478 1024 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face anti-spoofing 0.79 
-2022-07-29 09:22:57 STATE: test-node.js passed: details face liveness 0.83 
-2022-07-29 09:22:57 STATE: test-node.js passed: details body length 1 
-2022-07-29 09:22:57 STATE: test-node.js passed: details body 0.92 17 6 
-2022-07-29 09:22:57 STATE: test-node.js passed: details hand length 1 
-2022-07-29 09:22:57 STATE: test-node.js passed: details hand 0.51 0.73 point 
-2022-07-29 09:22:57 STATE: test-node.js passed: details hand arrays 21 5 7 
-2022-07-29 09:22:57 STATE: test-node.js passed: details gesture length 7 
-2022-07-29 09:22:57 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-07-29 09:22:57 STATE: test-node.js passed: details object length 1 
-2022-07-29 09:22:57 STATE: test-node.js passed: details object 0.72 person 
-2022-07-29 09:22:57 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-07-29 09:22:57 STATE: test-node.js event: image 
-2022-07-29 09:22:58 STATE: test-node.js event: detect 
-2022-07-29 09:22:58 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-07-29 09:22:58 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-07-29 09:22:58 STATE: test-node.js event: image 
-2022-07-29 09:22:58 STATE: test-node.js event: detect 
-2022-07-29 09:22:58 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-07-29 09:22:58 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:22:58 STATE: test-node.js event: image 
-2022-07-29 09:22:59 STATE: test-node.js event: detect 
-2022-07-29 09:22:59 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-07-29 09:22:59 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:22:59 STATE: test-node.js event: image 
-2022-07-29 09:22:59 STATE: test-node.js event: detect 
-2022-07-29 09:22:59 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-07-29 09:22:59 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-07-29 09:22:59 STATE: test-node.js event: image 
-2022-07-29 09:23:00 STATE: test-node.js event: detect 
-2022-07-29 09:23:00 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-07-29 09:23:00 INFO:  test-node.js test default 
-2022-07-29 09:23:00 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:00 STATE: test-node.js event: image 
-2022-07-29 09:23:00 STATE: test-node.js event: detect 
-2022-07-29 09:23:00 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:00 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:00 DATA:  test-node.js  result: performance: load: null total: 227 
-2022-07-29 09:23:00 STATE: test-node.js passed: default result face match 1 female 0.97 
-2022-07-29 09:23:00 INFO:  test-node.js test sync 
-2022-07-29 09:23:00 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:00 STATE: test-node.js event: image 
-2022-07-29 09:23:00 STATE: test-node.js event: detect 
-2022-07-29 09:23:00 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:00 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:00 DATA:  test-node.js  result: performance: load: null total: 213 
-2022-07-29 09:23:00 STATE: test-node.js passed: default sync 1 female 0.97 
-2022-07-29 09:23:00 INFO:  test-node.js test: image process 
-2022-07-29 09:23:00 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:00 STATE: test-node.js passed: image input null [1,256,256,3] 
-2022-07-29 09:23:00 INFO:  test-node.js test: image null 
-2022-07-29 09:23:00 STATE: test-node.js passed: invalid input could not convert input to tensor 
-2022-07-29 09:23:00 INFO:  test-node.js test face similarity 
-2022-07-29 09:23:00 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:00 STATE: test-node.js event: image 
-2022-07-29 09:23:01 STATE: test-node.js event: detect 
-2022-07-29 09:23:01 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:01 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-07-29 09:23:01 DATA:  test-node.js  result: performance: load: null total: 203 
-2022-07-29 09:23:01 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:01 STATE: test-node.js event: image 
-2022-07-29 09:23:01 STATE: test-node.js event: detect 
-2022-07-29 09:23:01 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:01 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:01 DATA:  test-node.js  result: performance: load: null total: 213 
-2022-07-29 09:23:01 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:01 STATE: test-node.js event: image 
-2022-07-29 09:23:01 STATE: test-node.js event: detect 
-2022-07-29 09:23:01 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:01 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-07-29 09:23:01 DATA:  test-node.js  result: performance: load: null total: 193 
-2022-07-29 09:23:01 STATE: test-node.js passed: face descriptor 
-2022-07-29 09:23:01 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
-2022-07-29 09:23:01 INFO:  test-node.js test face matching 
-2022-07-29 09:23:01 STATE: test-node.js passed: face database 40 
-2022-07-29 09:23:01 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
-2022-07-29 09:23:01 INFO:  test-node.js test object 
-2022-07-29 09:23:01 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:01 STATE: test-node.js event: image 
-2022-07-29 09:23:02 STATE: test-node.js event: detect 
-2022-07-29 09:23:02 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:02 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:02 DATA:  test-node.js  result: performance: load: null total: 204 
-2022-07-29 09:23:02 STATE: test-node.js passed: object result match 
-2022-07-29 09:23:02 INFO:  test-node.js test sensitive 
-2022-07-29 09:23:02 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:02 STATE: test-node.js event: image 
-2022-07-29 09:23:02 STATE: test-node.js event: detect 
-2022-07-29 09:23:02 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:02 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:02 DATA:  test-node.js  result: performance: load: null total: 229 
-2022-07-29 09:23:02 STATE: test-node.js passed: sensitive result match 
-2022-07-29 09:23:02 STATE: test-node.js passed: sensitive face result match 
-2022-07-29 09:23:02 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-07-29 09:23:02 STATE: test-node.js passed: sensitive body result match 
-2022-07-29 09:23:02 STATE: test-node.js passed: sensitive hand result match 
-2022-07-29 09:23:02 INFO:  test-node.js test detectors 
-2022-07-29 09:23:02 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:02 STATE: test-node.js event: image 
-2022-07-29 09:23:02 STATE: test-node.js event: detect 
-2022-07-29 09:23:02 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:02 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:02 DATA:  test-node.js  result: performance: load: null total: 144 
-2022-07-29 09:23:02 STATE: test-node.js passed: detector result face match 
-2022-07-29 09:23:02 STATE: test-node.js passed: detector result hand match 
-2022-07-29 09:23:02 INFO:  test-node.js test: multi-instance 
-2022-07-29 09:23:02 STATE: test-node.js event: image 
-2022-07-29 09:23:03 STATE: test-node.js event: detect 
-2022-07-29 09:23:03 STATE: test-node.js passed: detect: random default 
-2022-07-29 09:23:03 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
-2022-07-29 09:23:03 DATA:  test-node.js  result: performance: load: null total: 133 
-2022-07-29 09:23:03 INFO:  test-node.js test: first instance 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:03 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:03 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:03 DATA:  test-node.js  result: performance: load: null total: 144 
-2022-07-29 09:23:03 INFO:  test-node.js test: second instance 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:03 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:03 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:03 DATA:  test-node.js  result: performance: load: null total: 144 
-2022-07-29 09:23:03 INFO:  test-node.js test: concurrent 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:03 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:04 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-07-29 09:23:04 STATE: test-node.js event: image 
-2022-07-29 09:23:04 STATE: test-node.js event: image 
-2022-07-29 09:23:04 STATE: test-node.js event: image 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1333 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1333 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1447 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1447 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1447 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1447 
-2022-07-29 09:23:05 STATE: test-node.js event: detect 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1209 
-2022-07-29 09:23:05 STATE: test-node.js event: detect 
-2022-07-29 09:23:05 STATE: test-node.js event: detect 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1209 
-2022-07-29 09:23:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:05 DATA:  test-node.js  result: performance: load: null total: 1209 
-2022-07-29 09:23:05 INFO:  test-node.js test: monkey-patch 
-2022-07-29 09:23:05 STATE: test-node.js event: image 
-2022-07-29 09:23:05 STATE: test-node.js event: detect 
-2022-07-29 09:23:05 STATE: test-node.js passed: monkey patch 
-2022-07-29 09:23:05 STATE: test-node.js passed: segmentation [65536] 
-2022-07-29 09:23:05 STATE: test-node.js passeed: equal usage 
-2022-07-29 09:23:05 INFO:  test-node.js test: input compare 
-2022-07-29 09:23:05 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-07-29 09:23:05 STATE: test-node.js passed: image compare 0 23.275441687091504 
-2022-07-29 09:23:05 INFO:  test-node.js events: {"image":21,"detect":21,"warmup":2} 
-2022-07-29 09:23:05 INFO:  test-node.js tensors 1927 
-2022-07-29 09:23:05 INFO:  test-node.js test complete: 9269 ms 
-2022-07-29 09:23:05 INFO:  
-2022-07-29 09:23:05 INFO:  test-node-gpu.js start 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js test: configuration validation 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: configuration default validation [] 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js test: model load 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js test: warmup 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: create human 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js human version: 2.9.1 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js tfjs version: 3.19.0 
-2022-07-29 09:23:06 INFO:  test-node-gpu.js tensorflow binding version: 2.7.3-dev20220521 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2022-07-29 09:23:06 STATE: test-node-gpu.js tensors 1921 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: load models 
-2022-07-29 09:23:06 STATE: test-node-gpu.js  result: defined models: 22 loaded models: 12 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: warmup: none default 
-2022-07-29 09:23:06 DATA:  test-node-gpu.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-07-29 09:23:06 DATA:  test-node-gpu.js  result: performance: load: null total: null 
-2022-07-29 09:23:06 STATE: test-node-gpu.js passed: warmup none result match 
-2022-07-29 09:23:07 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:10 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:10 STATE: test-node-gpu.js event: warmup 
-2022-07-29 09:23:10 STATE: test-node-gpu.js passed: warmup: face default 
-2022-07-29 09:23:10 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-07-29 09:23:10 DATA:  test-node-gpu.js  result: performance: load: null total: 3380 
-2022-07-29 09:23:10 STATE: test-node-gpu.js passed: warmup face result match 
-2022-07-29 09:23:10 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:10 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:10 STATE: test-node-gpu.js event: warmup 
-2022-07-29 09:23:10 STATE: test-node-gpu.js passed: warmup: body default 
-2022-07-29 09:23:10 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:10 DATA:  test-node-gpu.js  result: performance: load: null total: 267 
-2022-07-29 09:23:10 STATE: test-node-gpu.js passed: warmup body result match 
-2022-07-29 09:23:10 STATE: test-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-07-29 09:23:10 INFO:  test-node-gpu.js test: details verification 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:11 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:11 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:11 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:11 DATA:  test-node-gpu.js  result: performance: load: null total: 223 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face length 1 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face score 1 0.93 1 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face arrays 4 478 1024 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face anti-spoofing 0.79 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details face liveness 0.83 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details body length 1 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details body 0.92 17 6 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details hand length 1 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details hand 0.51 0.73 point 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details hand arrays 21 5 7 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details gesture length 7 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details object length 1 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: details object 0.72 person 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-07-29 09:23:11 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:11 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-07-29 09:23:11 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-07-29 09:23:11 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:12 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:12 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-07-29 09:23:12 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:12 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:12 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:12 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-07-29 09:23:12 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:12 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:12 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:12 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-07-29 09:23:13 INFO:  test-node-gpu.js test default 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:13 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:13 DATA:  test-node-gpu.js  result: performance: load: null total: 193 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: default result face match 1 female 0.97 
-2022-07-29 09:23:13 INFO:  test-node-gpu.js test sync 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:13 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:13 DATA:  test-node-gpu.js  result: performance: load: null total: 176 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: default sync 1 female 0.97 
-2022-07-29 09:23:13 INFO:  test-node-gpu.js test: image process 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: image input null [1,256,256,3] 
-2022-07-29 09:23:13 INFO:  test-node-gpu.js test: image null 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: invalid input could not convert input to tensor 
-2022-07-29 09:23:13 INFO:  test-node-gpu.js test face similarity 
-2022-07-29 09:23:13 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:13 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: performance: load: null total: 186 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: performance: load: null total: 192 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-07-29 09:23:14 DATA:  test-node-gpu.js  result: performance: load: null total: 178 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: face descriptor 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: face similarity {"similarity":[1,0.447238756461232,0.556914029877052],"descriptors":[1024,1024,1024]} 
-2022-07-29 09:23:14 INFO:  test-node-gpu.js test face matching 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: face database 40 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: face match {"first":{"index":4,"similarity":0.7828184453007331}} {"second":{"index":4,"similarity":0.5001334216773398}} {"third":{"index":4,"similarity":0.5403054967489764}} 
-2022-07-29 09:23:14 INFO:  test-node-gpu.js test object 
-2022-07-29 09:23:14 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:14 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:15 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:15 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:15 DATA:  test-node-gpu.js  result: performance: load: null total: 220 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: object result match 
-2022-07-29 09:23:15 INFO:  test-node-gpu.js test sensitive 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:15 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:15 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:15 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:15 DATA:  test-node-gpu.js  result: performance: load: null total: 235 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: sensitive result match 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: sensitive face result match 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: sensitive body result match 
-2022-07-29 09:23:15 STATE: test-node-gpu.js passed: sensitive hand result match 
-2022-07-29 09:23:15 INFO:  test-node-gpu.js test detectors 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:16 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:16 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: performance: load: null total: 139 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detector result face match 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detector result hand match 
-2022-07-29 09:23:16 INFO:  test-node-gpu.js test: multi-instance 
-2022-07-29 09:23:16 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:16 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detect: random default 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.06,"keypoints":15} 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: performance: load: null total: 81 
-2022-07-29 09:23:16 INFO:  test-node-gpu.js test: first instance 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: performance: load: null total: 96 
-2022-07-29 09:23:16 INFO:  test-node-gpu.js test: second instance 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:16 DATA:  test-node-gpu.js  result: performance: load: null total: 100 
-2022-07-29 09:23:16 INFO:  test-node-gpu.js test: concurrent 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:16 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-07-29 09:23:17 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:17 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:17 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1009 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1009 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-07-29 09:23:18 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 832 
-2022-07-29 09:23:18 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:18 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 833 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:18 DATA:  test-node-gpu.js  result: performance: load: null total: 833 
-2022-07-29 09:23:18 INFO:  test-node-gpu.js test: monkey-patch 
-2022-07-29 09:23:18 STATE: test-node-gpu.js event: image 
-2022-07-29 09:23:18 STATE: test-node-gpu.js event: detect 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: monkey patch 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: segmentation [65536] 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passeed: equal usage 
-2022-07-29 09:23:18 INFO:  test-node-gpu.js test: input compare 
-2022-07-29 09:23:18 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-07-29 09:23:19 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-07-29 09:23:19 STATE: test-node-gpu.js passed: image compare 0 23.275441687091504 
-2022-07-29 09:23:19 INFO:  test-node-gpu.js events: {"image":21,"detect":21,"warmup":2} 
-2022-07-29 09:23:19 INFO:  test-node-gpu.js tensors 1927 
-2022-07-29 09:23:19 INFO:  test-node-gpu.js test complete: 12418 ms 
-2022-07-29 09:23:19 INFO:  
-2022-07-29 09:23:19 INFO:  test-node-wasm.js start 
-2022-07-29 09:23:20 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/ 
-2022-07-29 09:23:20 INFO:  test-node-wasm.js test: configuration validation 
-2022-07-29 09:23:20 STATE: test-node-wasm.js passed: configuration default validation [] 
-2022-07-29 09:23:20 STATE: test-node-wasm.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-07-29 09:23:20 INFO:  test-node-wasm.js test: model load 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"https://vladmandic.github.io/human/models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"https://vladmandic.github.io/human/models/emotion.json"},{"name":"facedetect","loaded":true,"url":"https://vladmandic.github.io/human/models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"https://vladmandic.github.io/human/models/iris.json"},{"name":"facemesh","loaded":true,"url":"https://vladmandic.github.io/human/models/facemesh.json"},{"name":"faceres","loaded":true,"url":"https://vladmandic.github.io/human/models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"https://vladmandic.github.io/human/models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"https://vladmandic.github.io/human/models/handtrack.json"},{"name":"liveness","loaded":true,"url":"https://vladmandic.github.io/human/models/liveness.json"},{"name":"movenet","loaded":true,"url":"https://vladmandic.github.io/human/models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"https://vladmandic.github.io/human/models/selfie.json"},{"name":"antispoof","loaded":true,"url":"https://vladmandic.github.io/human/models/antispoof.json"}] 
-2022-07-29 09:23:22 INFO:  test-node-wasm.js test: warmup 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: create human 
-2022-07-29 09:23:22 INFO:  test-node-wasm.js human version: 2.9.1 
-2022-07-29 09:23:22 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-07-29 09:23:22 INFO:  test-node-wasm.js tfjs version: 3.19.0 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: set backend: wasm 
-2022-07-29 09:23:22 STATE: test-node-wasm.js tensors 1921 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: load models 
-2022-07-29 09:23:22 STATE: test-node-wasm.js  result: defined models: 22 loaded models: 12 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: warmup: none default 
-2022-07-29 09:23:22 DATA:  test-node-wasm.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-07-29 09:23:22 DATA:  test-node-wasm.js  result: performance: load: null total: null 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: warmup none result match 
-2022-07-29 09:23:22 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:22 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:22 STATE: test-node-wasm.js event: warmup 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: warmup: face default 
-2022-07-29 09:23:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-07-29 09:23:22 DATA:  test-node-wasm.js  result: performance: load: null total: 525 
-2022-07-29 09:23:22 STATE: test-node-wasm.js passed: warmup face result match 
-2022-07-29 09:23:23 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:23 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:23 STATE: test-node-wasm.js event: warmup 
-2022-07-29 09:23:23 STATE: test-node-wasm.js passed: warmup: body default 
-2022-07-29 09:23:23 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:23 DATA:  test-node-wasm.js  result: performance: load: null total: 395 
-2022-07-29 09:23:23 STATE: test-node-wasm.js passed: warmup body result match 
-2022-07-29 09:23:23 STATE: test-node-wasm.js details: {"face":{"boxScore":0.93,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.51,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 21% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-07-29 09:23:23 INFO:  test-node-wasm.js test: details verification 
-2022-07-29 09:23:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:23 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:24 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:24 DATA:  test-node-wasm.js  result: performance: load: null total: 365 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face length 1 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face score 1 0.93 1 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face arrays 4 478 1024 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face anti-spoofing 0.79 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details face liveness 0.83 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details body length 1 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details body 0.92 17 6 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details hand length 1 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details hand 0.51 0.73 point 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details hand arrays 21 5 7 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details gesture length 7 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details object length 1 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: details object 0.72 person 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1413675264} 
-2022-07-29 09:23:24 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:24 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-07-29 09:23:24 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1413675264} 
-2022-07-29 09:23:24 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:25 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:25 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-07-29 09:23:25 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:25 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:25 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:25 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-07-29 09:23:26 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:26 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:26 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:26 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-07-29 09:23:26 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-07-29 09:23:26 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:27 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:27 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-07-29 09:23:27 INFO:  test-node-wasm.js test default 
-2022-07-29 09:23:27 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:27 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:27 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:27 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:27 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:27 DATA:  test-node-wasm.js  result: performance: load: null total: 376 
-2022-07-29 09:23:27 STATE: test-node-wasm.js passed: default result face match 1 female 0.97 
-2022-07-29 09:23:27 INFO:  test-node-wasm.js test sync 
-2022-07-29 09:23:27 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:27 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:28 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:28 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:28 DATA:  test-node-wasm.js  result: performance: load: null total: 423 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: default sync 1 female 0.97 
-2022-07-29 09:23:28 INFO:  test-node-wasm.js test: image process 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: image input null [1,256,256,3] 
-2022-07-29 09:23:28 INFO:  test-node-wasm.js test: image null 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: invalid input could not convert input to tensor 
-2022-07-29 09:23:28 INFO:  test-node-wasm.js test face similarity 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:28 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:28 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:28 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-07-29 09:23:28 DATA:  test-node-wasm.js  result: performance: load: null total: 383 
-2022-07-29 09:23:28 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:28 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:29 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:29 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:29 DATA:  test-node-wasm.js  result: performance: load: null total: 382 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:29 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:29 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:29 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-07-29 09:23:29 DATA:  test-node-wasm.js  result: performance: load: null total: 337 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: face descriptor 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: face similarity {"similarity":[1,0.5266119940661309,0.4858842904087851],"descriptors":[1024,1024,1024]} 
-2022-07-29 09:23:29 INFO:  test-node-wasm.js test face matching 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: face database 40 
-2022-07-29 09:23:29 STATE: test-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}} 
-2022-07-29 09:23:29 INFO:  test-node-wasm.js test object 
-2022-07-29 09:23:30 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:30 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:30 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:30 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:30 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:30 DATA:  test-node-wasm.js  result: performance: load: null total: 372 
-2022-07-29 09:23:30 STATE: test-node-wasm.js passed: object result match 
-2022-07-29 09:23:30 INFO:  test-node-wasm.js test sensitive 
-2022-07-29 09:23:30 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:30 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:31 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: performance: load: null total: 396 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: sensitive result match 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: sensitive face result match 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: sensitive face emotion result [{"score":0.46,"emotion":"neutral"},{"score":0.24,"emotion":"fear"},{"score":0.17,"emotion":"sad"}] 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: sensitive body result match 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: sensitive hand result match 
-2022-07-29 09:23:31 INFO:  test-node-wasm.js test detectors 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:31 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:31 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: performance: load: null total: 258 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: detector result face match 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: detector result hand match 
-2022-07-29 09:23:31 INFO:  test-node-wasm.js test: multi-instance 
-2022-07-29 09:23:31 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:31 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: detect: random default 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
-2022-07-29 09:23:31 DATA:  test-node-wasm.js  result: performance: load: null total: 239 
-2022-07-29 09:23:31 INFO:  test-node-wasm.js test: first instance 
-2022-07-29 09:23:31 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:32 DATA:  test-node-wasm.js  result: performance: load: null total: 252 
-2022-07-29 09:23:32 INFO:  test-node-wasm.js test: second instance 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:32 DATA:  test-node-wasm.js  result: performance: load: null total: 251 
-2022-07-29 09:23:32 INFO:  test-node-wasm.js test: concurrent 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-07-29 09:23:33 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:33 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:33 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2186 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2186 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2430 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2430 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2430 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2430 
-2022-07-29 09:23:35 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2107 
-2022-07-29 09:23:35 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:35 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2108 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-07-29 09:23:35 DATA:  test-node-wasm.js  result: performance: load: null total: 2108 
-2022-07-29 09:23:35 INFO:  test-node-wasm.js test: monkey-patch 
-2022-07-29 09:23:35 STATE: test-node-wasm.js event: image 
-2022-07-29 09:23:35 STATE: test-node-wasm.js event: detect 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: monkey patch 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: segmentation [65536] 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passeed: equal usage 
-2022-07-29 09:23:35 INFO:  test-node-wasm.js test: input compare 
-2022-07-29 09:23:35 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-07-29 09:23:36 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-07-29 09:23:36 STATE: test-node-wasm.js passed: image compare 0 23.280073018790848 
-2022-07-29 09:23:36 INFO:  test-node-wasm.js events: {"image":21,"detect":21,"warmup":2} 
-2022-07-29 09:23:36 INFO:  test-node-wasm.js tensors 1929 
-2022-07-29 09:23:36 INFO:  test-node-wasm.js test complete: 15934 ms 
-2022-07-29 09:23:36 INFO:  all tests complete 
-2022-07-29 09:23:36 INFO:  failed: {"count":0,"messages":[]} 
-2022-07-29 09:23:36 INFO:  status: {"test":"test-node.js","passed":101,"failed":0} 
-2022-07-29 09:23:36 INFO:  status: {"test":"test-node-gpu.js","passed":101,"failed":0} 
-2022-07-29 09:23:36 INFO:  status: {"test":"test-node-wasm.js","passed":102,"failed":0} 
+2022-08-04 09:13:03 INFO:  @vladmandic/human version 2.9.1 
+2022-08-04 09:13:03 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.15.0 
+2022-08-04 09:13:03 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2022-08-04 09:13:03 INFO:  demos: ["../demo/nodejs/node.js","../demo/nodejs/node-canvas.js","../demo/nodejs/node-env.js","../demo/nodejs/node-event.js","../demo/nodejs/node-multiprocess.js"] 
+2022-08-04 09:13:03 INFO:  
+2022-08-04 09:13:03 INFO:  test-node.js start 
+2022-08-04 09:13:03 INFO:  test-node.js test: configuration validation 
+2022-08-04 09:13:03 STATE: test-node.js passed: configuration default validation [] 
+2022-08-04 09:13:03 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
+2022-08-04 09:13:03 INFO:  test-node.js test: model load 
+2022-08-04 09:13:04 STATE: test-node.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
+2022-08-04 09:13:04 INFO:  test-node.js test: warmup 
+2022-08-04 09:13:04 STATE: test-node.js passed: create human 
+2022-08-04 09:13:04 INFO:  test-node.js human version: 2.9.1 
+2022-08-04 09:13:04 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.15.0 
+2022-08-04 09:13:04 INFO:  test-node.js tfjs version: 3.19.0 
+2022-08-04 09:13:04 INFO:  test-node.js tensorflow binding version: 2.7.3-dev20220521 
+2022-08-04 09:13:04 STATE: test-node.js passed: set backend: tensorflow 
+2022-08-04 09:13:04 STATE: test-node.js tensors 1921 
+2022-08-04 09:13:04 STATE: test-node.js passed: load models 
+2022-08-04 09:13:04 STATE: test-node.js  result: defined models: 22 loaded models: 12 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup: none default 
+2022-08-04 09:13:04 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: null 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup none result match 
+2022-08-04 09:13:04 STATE: test-node.js event: image 
+2022-08-04 09:13:04 STATE: test-node.js event: detect 
+2022-08-04 09:13:04 STATE: test-node.js event: warmup 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup: face default 
+2022-08-04 09:13:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: 354 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup face result match 
+2022-08-04 09:13:04 STATE: test-node.js event: image 
+2022-08-04 09:13:04 STATE: test-node.js event: detect 
+2022-08-04 09:13:04 STATE: test-node.js event: warmup 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup: body default 
+2022-08-04 09:13:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: 270 
+2022-08-04 09:13:04 STATE: test-node.js passed: warmup body result match 
+2022-08-04 09:13:04 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-04 09:13:04 INFO:  test-node.js test: details verification 
+2022-08-04 09:13:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:04 STATE: test-node.js event: image 
+2022-08-04 09:13:05 STATE: test-node.js event: detect 
+2022-08-04 09:13:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:05 DATA:  test-node.js  result: performance: load: null total: 248 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face length 1 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face score 1 0.93 1 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face arrays 4 478 1024 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face anti-spoofing 0.79 
+2022-08-04 09:13:05 STATE: test-node.js passed: details face liveness 0.83 
+2022-08-04 09:13:05 STATE: test-node.js passed: details body length 1 
+2022-08-04 09:13:05 STATE: test-node.js passed: details body 0.92 17 6 
+2022-08-04 09:13:05 STATE: test-node.js passed: details hand length 1 
+2022-08-04 09:13:05 STATE: test-node.js passed: details hand 0.51 0.73 point 
+2022-08-04 09:13:05 STATE: test-node.js passed: details hand arrays 21 5 7 
+2022-08-04 09:13:05 STATE: test-node.js passed: details gesture length 7 
+2022-08-04 09:13:05 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-04 09:13:05 STATE: test-node.js passed: details object length 1 
+2022-08-04 09:13:05 STATE: test-node.js passed: details object 0.72 person 
+2022-08-04 09:13:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
+2022-08-04 09:13:05 STATE: test-node.js event: image 
+2022-08-04 09:13:05 STATE: test-node.js event: detect 
+2022-08-04 09:13:05 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-04 09:13:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
+2022-08-04 09:13:05 STATE: test-node.js event: image 
+2022-08-04 09:13:06 STATE: test-node.js event: detect 
+2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-04 09:13:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:06 STATE: test-node.js event: image 
+2022-08-04 09:13:06 STATE: test-node.js event: detect 
+2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-04 09:13:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:06 STATE: test-node.js event: image 
+2022-08-04 09:13:06 STATE: test-node.js event: detect 
+2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-04 09:13:07 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-04 09:13:07 STATE: test-node.js event: image 
+2022-08-04 09:13:07 STATE: test-node.js event: detect 
+2022-08-04 09:13:07 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-04 09:13:07 INFO:  test-node.js test default 
+2022-08-04 09:13:07 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:07 STATE: test-node.js event: image 
+2022-08-04 09:13:07 STATE: test-node.js event: detect 
+2022-08-04 09:13:07 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:07 DATA:  test-node.js  result: performance: load: null total: 212 
+2022-08-04 09:13:07 STATE: test-node.js passed: default result face match 1 female 0.97 
+2022-08-04 09:13:07 INFO:  test-node.js test sync 
+2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:08 STATE: test-node.js event: image 
+2022-08-04 09:13:08 STATE: test-node.js event: detect 
+2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 207 
+2022-08-04 09:13:08 STATE: test-node.js passed: default sync 1 female 0.97 
+2022-08-04 09:13:08 INFO:  test-node.js test: image process 
+2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:08 STATE: test-node.js passed: image input null [1,256,256,3] 
+2022-08-04 09:13:08 INFO:  test-node.js test: image null 
+2022-08-04 09:13:08 STATE: test-node.js passed: invalid input could not convert input to tensor 
+2022-08-04 09:13:08 INFO:  test-node.js test face similarity 
+2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:08 STATE: test-node.js event: image 
+2022-08-04 09:13:08 STATE: test-node.js event: detect 
+2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 210 
+2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:08 STATE: test-node.js event: image 
+2022-08-04 09:13:08 STATE: test-node.js event: detect 
+2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 219 
+2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:09 STATE: test-node.js event: image 
+2022-08-04 09:13:09 STATE: test-node.js event: detect 
+2022-08-04 09:13:09 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:09 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-04 09:13:09 DATA:  test-node.js  result: performance: load: null total: 199 
+2022-08-04 09:13:09 STATE: test-node.js passed: face descriptor 
+2022-08-04 09:13:09 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
+2022-08-04 09:13:09 INFO:  test-node.js test face matching 
+2022-08-04 09:13:09 STATE: test-node.js passed: face database 40 
+2022-08-04 09:13:09 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
+2022-08-04 09:13:09 INFO:  test-node.js test object 
+2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:09 STATE: test-node.js event: image 
+2022-08-04 09:13:09 STATE: test-node.js event: detect 
+2022-08-04 09:13:09 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:09 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:09 DATA:  test-node.js  result: performance: load: null total: 207 
+2022-08-04 09:13:09 STATE: test-node.js passed: object result match 
+2022-08-04 09:13:09 INFO:  test-node.js test sensitive 
+2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:09 STATE: test-node.js event: image 
+2022-08-04 09:13:10 STATE: test-node.js event: detect 
+2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 229 
+2022-08-04 09:13:10 STATE: test-node.js passed: sensitive result match 
+2022-08-04 09:13:10 STATE: test-node.js passed: sensitive face result match 
+2022-08-04 09:13:10 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
+2022-08-04 09:13:10 STATE: test-node.js passed: sensitive body result match 
+2022-08-04 09:13:10 STATE: test-node.js passed: sensitive hand result match 
+2022-08-04 09:13:10 INFO:  test-node.js test detectors 
+2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:10 STATE: test-node.js event: image 
+2022-08-04 09:13:10 STATE: test-node.js event: detect 
+2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 141 
+2022-08-04 09:13:10 STATE: test-node.js passed: detector result face match 
+2022-08-04 09:13:10 STATE: test-node.js passed: detector result hand match 
+2022-08-04 09:13:10 INFO:  test-node.js test: multi-instance 
+2022-08-04 09:13:10 STATE: test-node.js event: image 
+2022-08-04 09:13:10 STATE: test-node.js event: detect 
+2022-08-04 09:13:10 STATE: test-node.js passed: detect: random default 
+2022-08-04 09:13:10 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
+2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 140 
+2022-08-04 09:13:10 INFO:  test-node.js test: first instance 
+2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 146 
+2022-08-04 09:13:10 INFO:  test-node.js test: second instance 
+2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:11 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:11 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:11 DATA:  test-node.js  result: performance: load: null total: 135 
+2022-08-04 09:13:11 INFO:  test-node.js test: concurrent 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:12 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-04 09:13:12 STATE: test-node.js event: image 
+2022-08-04 09:13:12 STATE: test-node.js event: image 
+2022-08-04 09:13:12 STATE: test-node.js event: image 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1440 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1440 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
+2022-08-04 09:13:13 STATE: test-node.js event: detect 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
+2022-08-04 09:13:13 STATE: test-node.js event: detect 
+2022-08-04 09:13:13 STATE: test-node.js event: detect 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
+2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
+2022-08-04 09:13:13 INFO:  test-node.js test: monkey-patch 
+2022-08-04 09:13:13 STATE: test-node.js event: image 
+2022-08-04 09:13:13 STATE: test-node.js event: detect 
+2022-08-04 09:13:13 STATE: test-node.js passed: monkey patch 
+2022-08-04 09:13:13 STATE: test-node.js passed: segmentation [65536] 
+2022-08-04 09:13:13 STATE: test-node.js passeed: equal usage 
+2022-08-04 09:13:13 INFO:  test-node.js test: input compare 
+2022-08-04 09:13:13 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:13 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-04 09:13:13 STATE: test-node.js passed: image compare 0 23.275441687091504 
+2022-08-04 09:13:13 INFO:  test-node.js events: {"image":21,"detect":21,"warmup":2} 
+2022-08-04 09:13:13 INFO:  test-node.js tensors 1927 
+2022-08-04 09:13:13 INFO:  test-node.js test complete: 9854 ms 
+2022-08-04 09:13:13 INFO:  
+2022-08-04 09:13:13 INFO:  test-node-gpu.js start 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js test: configuration validation 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: configuration default validation [] 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js test: model load 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js test: warmup 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: create human 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js human version: 2.9.1 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.15.0 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js tfjs version: 3.19.0 
+2022-08-04 09:13:14 INFO:  test-node-gpu.js tensorflow binding version: 2.7.3-dev20220521 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: set backend: tensorflow 
+2022-08-04 09:13:14 STATE: test-node-gpu.js tensors 1921 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: load models 
+2022-08-04 09:13:14 STATE: test-node-gpu.js  result: defined models: 22 loaded models: 12 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: warmup: none default 
+2022-08-04 09:13:14 DATA:  test-node-gpu.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2022-08-04 09:13:14 DATA:  test-node-gpu.js  result: performance: load: null total: null 
+2022-08-04 09:13:14 STATE: test-node-gpu.js passed: warmup none result match 
+2022-08-04 09:13:15 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: warmup 
+2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup: face default 
+2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: performance: load: null total: 3847 
+2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup face result match 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: warmup 
+2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup: body default 
+2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: performance: load: null total: 240 
+2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup body result match 
+2022-08-04 09:13:19 STATE: test-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-04 09:13:19 INFO:  test-node-gpu.js test: details verification 
+2022-08-04 09:13:19 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
+2022-08-04 09:13:19 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:20 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:20 DATA:  test-node-gpu.js  result: performance: load: null total: 224 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face length 1 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face score 1 0.93 1 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face arrays 4 478 1024 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face anti-spoofing 0.79 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face liveness 0.83 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details body length 1 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details body 0.92 17 6 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand length 1 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand 0.51 0.73 point 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand arrays 21 5 7 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details gesture length 7 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details object length 1 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details object 0.72 person 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
+2022-08-04 09:13:20 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
+2022-08-04 09:13:20 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:20 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-04 09:13:21 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
+2022-08-04 09:13:21 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:21 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:21 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-04 09:13:21 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796928} 
+2022-08-04 09:13:21 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:21 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:21 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:22 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-04 09:13:22 INFO:  test-node-gpu.js test default 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
+2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:22 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:22 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:22 DATA:  test-node-gpu.js  result: performance: load: null total: 238 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: default result face match 1 female 0.97 
+2022-08-04 09:13:22 INFO:  test-node-gpu.js test sync 
+2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
+2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 188 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: default sync 1 female 0.97 
+2022-08-04 09:13:23 INFO:  test-node-gpu.js test: image process 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: image input null [1,256,256,3] 
+2022-08-04 09:13:23 INFO:  test-node-gpu.js test: image null 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: invalid input could not convert input to tensor 
+2022-08-04 09:13:23 INFO:  test-node-gpu.js test face similarity 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-04 09:13:23 STATE: test-node-gpu.js event: image 
+2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 164 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
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+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 196 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
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+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 171 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face descriptor 
+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face similarity {"similarity":[1,0.447238756461232,0.556914029877052],"descriptors":[1024,1024,1024]} 
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+2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face database 40 
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+2022-08-04 09:13:23 INFO:  test-node-gpu.js test object 
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+2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: performance: load: null total: 194 
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+2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: performance: load: null total: 196 
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+2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
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+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 116 
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+2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detect: random default 
+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 110 
+2022-08-04 09:13:25 INFO:  test-node-gpu.js test: first instance 
+2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
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+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 108 
+2022-08-04 09:13:25 INFO:  test-node-gpu.js test: second instance 
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+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 105 
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+2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
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+2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
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+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
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+2022-08-04 09:13:28 STATE: test-node-gpu.js passed: image compare 0 23.275441687091504 
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+2022-08-04 09:13:29 INFO:  
+2022-08-04 09:13:29 INFO:  test-node-wasm.js start 
+2022-08-04 09:13:29 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/ 
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+2022-08-04 09:13:29 INFO:  test-node-wasm.js test: model load 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"https://vladmandic.github.io/human/models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"https://vladmandic.github.io/human/models/emotion.json"},{"name":"facedetect","loaded":true,"url":"https://vladmandic.github.io/human/models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"https://vladmandic.github.io/human/models/iris.json"},{"name":"facemesh","loaded":true,"url":"https://vladmandic.github.io/human/models/facemesh.json"},{"name":"faceres","loaded":true,"url":"https://vladmandic.github.io/human/models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"https://vladmandic.github.io/human/models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"https://vladmandic.github.io/human/models/handtrack.json"},{"name":"liveness","loaded":true,"url":"https://vladmandic.github.io/human/models/liveness.json"},{"name":"movenet","loaded":true,"url":"https://vladmandic.github.io/human/models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"https://vladmandic.github.io/human/models/selfie.json"},{"name":"antispoof","loaded":true,"url":"https://vladmandic.github.io/human/models/antispoof.json"}] 
+2022-08-04 09:13:31 INFO:  test-node-wasm.js test: warmup 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: create human 
+2022-08-04 09:13:31 INFO:  test-node-wasm.js human version: 2.9.1 
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+2022-08-04 09:13:31 INFO:  test-node-wasm.js tfjs version: 3.19.0 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: set backend: wasm 
+2022-08-04 09:13:31 STATE: test-node-wasm.js tensors 1921 
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+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup: none default 
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+2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: performance: load: null total: null 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup none result match 
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+2022-08-04 09:13:31 STATE: test-node-wasm.js event: warmup 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup: face default 
+2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: performance: load: null total: 595 
+2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup face result match 
+2022-08-04 09:13:32 STATE: test-node-wasm.js event: image 
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+2022-08-04 09:13:32 STATE: test-node-wasm.js event: warmup 
+2022-08-04 09:13:32 STATE: test-node-wasm.js passed: warmup: body default 
+2022-08-04 09:13:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:32 DATA:  test-node-wasm.js  result: performance: load: null total: 421 
+2022-08-04 09:13:32 STATE: test-node-wasm.js passed: warmup body result match 
+2022-08-04 09:13:32 STATE: test-node-wasm.js details: {"face":{"boxScore":0.93,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.51,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 21% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-04 09:13:32 INFO:  test-node-wasm.js test: details verification 
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+2022-08-04 09:13:32 STATE: test-node-wasm.js event: image 
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+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:33 DATA:  test-node-wasm.js  result: performance: load: null total: 399 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face length 1 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face score 1 0.93 1 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face arrays 4 478 1024 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face anti-spoofing 0.79 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face liveness 0.83 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details body length 1 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details body 0.92 17 6 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand length 1 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand 0.51 0.73 point 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand arrays 21 5 7 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details gesture length 7 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details object length 1 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details object 0.72 person 
+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1413675264} 
+2022-08-04 09:13:33 STATE: test-node-wasm.js event: image 
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+2022-08-04 09:13:33 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-04 09:13:34 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1413675264} 
+2022-08-04 09:13:34 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:34 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:34 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-04 09:13:34 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:34 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:35 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:35 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-04 09:13:35 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:35 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:36 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:36 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-04 09:13:36 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-04 09:13:36 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:36 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:36 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-04 09:13:36 INFO:  test-node-wasm.js test default 
+2022-08-04 09:13:37 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:37 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:37 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:37 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:37 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:37 DATA:  test-node-wasm.js  result: performance: load: null total: 471 
+2022-08-04 09:13:37 STATE: test-node-wasm.js passed: default result face match 1 female 0.97 
+2022-08-04 09:13:37 INFO:  test-node-wasm.js test sync 
+2022-08-04 09:13:37 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:37 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:38 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: performance: load: null total: 394 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: default sync 1 female 0.97 
+2022-08-04 09:13:38 INFO:  test-node-wasm.js test: image process 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: image input null [1,256,256,3] 
+2022-08-04 09:13:38 INFO:  test-node-wasm.js test: image null 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: invalid input could not convert input to tensor 
+2022-08-04 09:13:38 INFO:  test-node-wasm.js test face similarity 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:38 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:38 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: performance: load: null total: 372 
+2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:38 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:39 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: performance: load: null total: 472 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:39 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:39 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: performance: load: null total: 386 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face descriptor 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face similarity {"similarity":[1,0.5266119940661309,0.4858842904087851],"descriptors":[1024,1024,1024]} 
+2022-08-04 09:13:39 INFO:  test-node-wasm.js test face matching 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face database 40 
+2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}} 
+2022-08-04 09:13:39 INFO:  test-node-wasm.js test object 
+2022-08-04 09:13:40 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:40 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:40 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:40 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:40 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:40 DATA:  test-node-wasm.js  result: performance: load: null total: 431 
+2022-08-04 09:13:40 STATE: test-node-wasm.js passed: object result match 
+2022-08-04 09:13:40 INFO:  test-node-wasm.js test sensitive 
+2022-08-04 09:13:40 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:40 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:41 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: performance: load: null total: 442 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive result match 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive face result match 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive face emotion result [{"score":0.46,"emotion":"neutral"},{"score":0.24,"emotion":"fear"},{"score":0.17,"emotion":"sad"}] 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive body result match 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive hand result match 
+2022-08-04 09:13:41 INFO:  test-node-wasm.js test detectors 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:41 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:41 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: performance: load: null total: 269 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detector result face match 
+2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detector result hand match 
+2022-08-04 09:13:41 INFO:  test-node-wasm.js test: multi-instance 
+2022-08-04 09:13:41 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:42 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: random default 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 239 
+2022-08-04 09:13:42 INFO:  test-node-wasm.js test: first instance 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 280 
+2022-08-04 09:13:42 INFO:  test-node-wasm.js test: second instance 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 255 
+2022-08-04 09:13:42 INFO:  test-node-wasm.js test: concurrent 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:44 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:44 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2455 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2455 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
+2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
+2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
+2022-08-04 09:13:46 INFO:  test-node-wasm.js test: monkey-patch 
+2022-08-04 09:13:46 STATE: test-node-wasm.js event: image 
+2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: monkey patch 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: segmentation [65536] 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passeed: equal usage 
+2022-08-04 09:13:46 INFO:  test-node-wasm.js test: input compare 
+2022-08-04 09:13:46 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-04 09:13:47 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-04 09:13:47 STATE: test-node-wasm.js passed: image compare 0 23.280073018790848 
+2022-08-04 09:13:47 INFO:  test-node-wasm.js events: {"image":21,"detect":21,"warmup":2} 
+2022-08-04 09:13:47 INFO:  test-node-wasm.js tensors 1929 
+2022-08-04 09:13:47 INFO:  test-node-wasm.js test complete: 17201 ms 
+2022-08-04 09:13:47 INFO:  all tests complete 
+2022-08-04 09:13:47 INFO:  failed: {"count":0,"messages":[]} 
+2022-08-04 09:13:47 INFO:  status: {"test":"test-node.js","passed":101,"failed":0} 
+2022-08-04 09:13:47 INFO:  status: {"test":"test-node-gpu.js","passed":101,"failed":0} 
+2022-08-04 09:13:47 INFO:  status: {"test":"test-node-wasm.js","passed":102,"failed":0}