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enable webgl uniform support for faster warmup

pull/193/head
Vladimir Mandic 2021-07-29 16:35:16 -04:00
parent cddcc91953
commit 303ffe0012
17 changed files with 10995 additions and 188620 deletions
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8
CHANGELOG.md
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@ -1,6 +1,6 @@
# @vladmandic/human # @vladmandic/human
Version: **2.1.1** Version: **2.1.2**
Description: **Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition** Description: **Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition**
Author: **Vladimir Mandic <mandic00@live.com>** Author: **Vladimir Mandic <mandic00@live.com>**
@ -9,8 +9,12 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
## Changelog ## Changelog
### **HEAD -> main** 2021/07/29 mandic00@live.com ### **2.1.2** 2021/07/29 mandic00@live.com
### **origin/main** 2021/07/29 mandic00@live.com
- fix typo
- rebuild new release - rebuild new release
### **2.1.1** 2021/07/29 mandic00@live.com ### **2.1.1** 2021/07/29 mandic00@live.com

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dist/human.node-gpu.js vendored
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@ -11325,7 +11325,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "2.1.1"; var version = "2.1.2";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
@ -11401,7 +11401,8 @@ var Human = class {
if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") { if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false); this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
this.tf.ENV.set("WEBGL_CPU_FORWARD", true); this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true); this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) { if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true); log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0); this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);

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dist/human.node-wasm.js vendored
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@ -11326,7 +11326,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "2.1.1"; var version = "2.1.2";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
@ -11402,7 +11402,8 @@ var Human = class {
if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") { if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false); this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
this.tf.ENV.set("WEBGL_CPU_FORWARD", true); this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true); this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) { if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true); log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0); this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);

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dist/human.node.js vendored
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@ -11325,7 +11325,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "2.1.1"; var version = "2.1.2";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
@ -11401,7 +11401,8 @@ var Human = class {
if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") { if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false); this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
this.tf.ENV.set("WEBGL_CPU_FORWARD", true); this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true); this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) { if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true); log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0); this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);

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server/build.js
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@ -146,7 +146,7 @@ const targets = {
entryPoints: ['tfjs/tf-browser.ts'], entryPoints: ['tfjs/tf-browser.ts'],
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
external: ['fs', 'buffer', 'util', 'os'], external: ['fs', 'buffer', 'util', 'os'],
treeShaking: 'ignore-annotations', // treeShaking: 'ignore-annotations',
sourcemap: true, sourcemap: true,
minifyWhitespace: false, minifyWhitespace: false,
minifyIdentifiers: false, minifyIdentifiers: false,

44
server/build.log
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@ -1,22 +1,22 @@
2021-07-29 12:48:55 INFO:  @vladmandic/human version 2.1.1 2021-07-29 16:34:07 INFO:  @vladmandic/human version 2.1.2
2021-07-29 12:48:55 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 2021-07-29 16:34:07 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-07-29 12:48:55 INFO:  Toolchain: {"tfjs":"3.8.0","esbuild":"0.12.16","typescript":"4.3.5","typedoc":"0.21.4","eslint":"7.31.0"} 2021-07-29 16:34:07 INFO:  Toolchain: {"tfjs":"3.8.0","esbuild":"0.12.17","typescript":"4.3.5","typedoc":"0.21.4","eslint":"7.31.0"}
2021-07-29 12:48:55 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 2021-07-29 16:34:07 INFO:  Clean: ["dist/*","types/*","typedoc/*"]
2021-07-29 12:48:55 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 2021-07-29 16:34:07 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
2021-07-29 12:48:55 STATE: target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 2021-07-29 16:34:07 STATE: target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"}
2021-07-29 12:48:55 STATE: target: node type: node: {"imports":42,"importBytes":433972,"outputBytes":377240,"outputFiles":"dist/human.node.js"} 2021-07-29 16:34:07 STATE: target: node type: node: {"imports":42,"importBytes":434230,"outputBytes":377710,"outputFiles":"dist/human.node.js"}
2021-07-29 12:48:55 STATE: target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 2021-07-29 16:34:07 STATE: target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"}
2021-07-29 12:48:55 STATE: target: nodeGPU type: node: {"imports":42,"importBytes":433980,"outputBytes":377244,"outputFiles":"dist/human.node-gpu.js"} 2021-07-29 16:34:07 STATE: target: nodeGPU type: node: {"imports":42,"importBytes":434238,"outputBytes":377714,"outputFiles":"dist/human.node-gpu.js"}
2021-07-29 12:48:55 STATE: target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 2021-07-29 16:34:07 STATE: target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"}
2021-07-29 12:48:55 STATE: target: nodeWASM type: node: {"imports":42,"importBytes":434047,"outputBytes":377316,"outputFiles":"dist/human.node-wasm.js"} 2021-07-29 16:34:08 STATE: target: nodeWASM type: node: {"imports":42,"importBytes":434305,"outputBytes":377786,"outputFiles":"dist/human.node-wasm.js"}
2021-07-29 12:48:55 STATE: target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2817,"outputBytes":1214,"outputFiles":"dist/tfjs.esm.js"} 2021-07-29 16:34:08 STATE: target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2111,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"}
2021-07-29 12:48:55 STATE: target: browserNoBundle type: esm: {"imports":42,"importBytes":433883,"outputBytes":247685,"outputFiles":"dist/human.esm-nobundle.js"} 2021-07-29 16:34:08 STATE: target: browserNoBundle type: esm: {"imports":42,"importBytes":434169,"outputBytes":247939,"outputFiles":"dist/human.esm-nobundle.js"}
2021-07-29 12:48:56 STATE: target: browserBundle type: tfjs: {"modules":1552,"moduleBytes":5630928,"imports":7,"importBytes":2817,"outputBytes":2817976,"outputFiles":"dist/tfjs.esm.js"} 2021-07-29 16:34:08 STATE: target: browserBundle type: tfjs: {"modules":1170,"moduleBytes":4145868,"imports":7,"importBytes":2111,"outputBytes":2334701,"outputFiles":"dist/tfjs.esm.js"}
2021-07-29 12:48:56 STATE: target: browserBundle type: iife: {"imports":42,"importBytes":3250645,"outputBytes":1599157,"outputFiles":"dist/human.js"} 2021-07-29 16:34:09 STATE: target: browserBundle type: iife: {"imports":42,"importBytes":2767628,"outputBytes":1378402,"outputFiles":"dist/human.js"}
2021-07-29 12:48:57 STATE: target: browserBundle type: esm: {"imports":42,"importBytes":3250645,"outputBytes":1599149,"outputFiles":"dist/human.esm.js"} 2021-07-29 16:34:09 STATE: target: browserBundle type: esm: {"imports":42,"importBytes":2767628,"outputBytes":1378394,"outputFiles":"dist/human.esm.js"}
2021-07-29 12:48:57 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 2021-07-29 16:34:09 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"]
2021-07-29 12:49:22 INFO:  Linter complete: files: 74 errors: 0 warnings: 0 2021-07-29 16:34:32 INFO:  Linter complete: files: 74 errors: 0 warnings: 0
2021-07-29 12:49:22 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"] 2021-07-29 16:34:33 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"]
2021-07-29 12:49:22 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"] 2021-07-29 16:34:33 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"]
2021-07-29 12:49:37 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"] 2021-07-29 16:34:46 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"]
2021-07-29 12:49:53 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1 2021-07-29 16:35:00 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1

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src/human.ts
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@ -329,7 +329,8 @@ export class Human {
if (this.tf.getBackend() === 'webgl' || this.tf.getBackend() === 'humangl') { if (this.tf.getBackend() === 'webgl' || this.tf.getBackend() === 'humangl') {
this.tf.ENV.set('CHECK_COMPUTATION_FOR_ERRORS', false); this.tf.ENV.set('CHECK_COMPUTATION_FOR_ERRORS', false);
this.tf.ENV.set('WEBGL_CPU_FORWARD', true); this.tf.ENV.set('WEBGL_CPU_FORWARD', true);
this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', true); this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', false);
this.tf.ENV.set('WEBGL_USE_SHAPES_UNIFORMS', true);
// if (!this.config.object.enabled) this.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // safe to use 16bit precision // if (!this.config.object.enabled) this.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // safe to use 16bit precision
if (typeof this.config['deallocate'] !== 'undefined' && this.config['deallocate']) { // hidden param if (typeof this.config['deallocate'] !== 'undefined' && this.config['deallocate']) { // hidden param
log('changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:', true); log('changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:', true);

240
test/test.log
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@ -1,120 +1,120 @@
2021-07-29 10:01:36 INFO:  @vladmandic/human version 2.0.3 2021-07-29 16:33:25 INFO:  @vladmandic/human version 2.1.1
2021-07-29 10:01:36 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 2021-07-29 16:33:25 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-07-29 10:01:36 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 2021-07-29 16:33:25 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
2021-07-29 10:01:36 INFO:  test-node.js start 2021-07-29 16:33:25 INFO:  test-node.js start
2021-07-29 10:01:36 STATE: test-node.js passed: create human 2021-07-29 16:33:26 STATE: test-node.js passed: create human
2021-07-29 10:01:36 INFO:  test-node.js human version: 2.0.3 2021-07-29 16:33:26 INFO:  test-node.js human version: 2.1.1
2021-07-29 10:01:36 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 2021-07-29 16:33:26 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0
2021-07-29 10:01:36 INFO:  test-node.js tfjs version: 3.8.0 2021-07-29 16:33:26 INFO:  test-node.js tfjs version: 3.8.0
2021-07-29 10:01:36 STATE: test-node.js passed: set backend: tensorflow 2021-07-29 16:33:26 STATE: test-node.js passed: set backend: tensorflow
2021-07-29 10:01:36 STATE: test-node.js passed: load models 2021-07-29 16:33:26 STATE: test-node.js passed: load models
2021-07-29 10:01:36 STATE: test-node.js result: defined models: 14 loaded models: 7 2021-07-29 16:33:26 STATE: test-node.js result: defined models: 14 loaded models: 7
2021-07-29 10:01:36 STATE: test-node.js passed: warmup: none default 2021-07-29 16:33:26 STATE: test-node.js passed: warmup: none default
2021-07-29 10:01:38 STATE: test-node.js passed: warmup: face default 2021-07-29 16:33:28 STATE: test-node.js passed: warmup: face default
2021-07-29 10:01:38 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 2021-07-29 16:33:28 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
2021-07-29 10:01:38 DATA:  test-node.js result: performance: load: 381 total: 1321 2021-07-29 16:33:28 DATA:  test-node.js result: performance: load: 295 total: 1315
2021-07-29 10:01:39 STATE: test-node.js passed: warmup: body default 2021-07-29 16:33:29 STATE: test-node.js passed: warmup: body default
2021-07-29 10:01:39 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:29 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:39 DATA:  test-node.js result: performance: load: 381 total: 1085 2021-07-29 16:33:29 DATA:  test-node.js result: performance: load: 295 total: 1065
2021-07-29 10:01:39 INFO:  test-node.js test body variants 2021-07-29 16:33:29 INFO:  test-node.js test body variants
2021-07-29 10:01:40 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:30 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:40 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 2021-07-29 16:33:30 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet
2021-07-29 10:01:40 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-07-29 16:33:30 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-07-29 10:01:40 DATA:  test-node.js result: performance: load: 381 total: 690 2021-07-29 16:33:30 DATA:  test-node.js result: performance: load: 295 total: 716
2021-07-29 10:01:41 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:31 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:41 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 2021-07-29 16:33:31 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet
2021-07-29 10:01:41 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:32 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:41 DATA:  test-node.js result: performance: load: 381 total: 190 2021-07-29 16:33:32 DATA:  test-node.js result: performance: load: 295 total: 202
2021-07-29 10:01:42 STATE: test-node.js passed: detect: random default 2021-07-29 16:33:32 STATE: test-node.js passed: detect: random default
2021-07-29 10:01:42 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 2021-07-29 16:33:32 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
2021-07-29 10:01:42 DATA:  test-node.js result: performance: load: 381 total: 595 2021-07-29 16:33:32 DATA:  test-node.js result: performance: load: 295 total: 592
2021-07-29 10:01:42 INFO:  test-node.js test: first instance 2021-07-29 16:33:32 INFO:  test-node.js test: first instance
2021-07-29 10:01:42 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-07-29 16:33:33 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-07-29 10:01:43 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 2021-07-29 16:33:33 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-07-29 10:01:43 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 2021-07-29 16:33:33 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-07-29 10:01:43 DATA:  test-node.js result: performance: load: 381 total: 902 2021-07-29 16:33:33 DATA:  test-node.js result: performance: load: 295 total: 848
2021-07-29 10:01:43 INFO:  test-node.js test: second instance 2021-07-29 16:33:33 INFO:  test-node.js test: second instance
2021-07-29 10:01:43 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-07-29 16:33:34 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-07-29 10:01:44 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 2021-07-29 16:33:35 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-07-29 10:01:44 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 2021-07-29 16:33:35 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-07-29 10:01:44 DATA:  test-node.js result: performance: load: 3 total: 892 2021-07-29 16:33:35 DATA:  test-node.js result: performance: load: 2 total: 825
2021-07-29 10:01:44 INFO:  test-node.js test: concurrent 2021-07-29 16:33:35 INFO:  test-node.js test: concurrent
2021-07-29 10:01:44 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-07-29 16:33:35 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-07-29 10:01:44 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-07-29 16:33:35 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-07-29 10:01:45 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:35 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:46 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:36 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:50 STATE: test-node.js passed: detect: samples/ai-face.jpg default 2021-07-29 16:33:40 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-07-29 10:01:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-07-29 16:33:40 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-07-29 10:01:50 DATA:  test-node.js result: performance: load: 381 total: 3806 2021-07-29 16:33:40 DATA:  test-node.js result: performance: load: 295 total: 3744
2021-07-29 10:01:50 STATE: test-node.js passed: detect: samples/ai-face.jpg default 2021-07-29 16:33:40 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-07-29 10:01:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-07-29 16:33:40 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-07-29 10:01:50 DATA:  test-node.js result: performance: load: 3 total: 3806 2021-07-29 16:33:40 DATA:  test-node.js result: performance: load: 2 total: 3744
2021-07-29 10:01:50 STATE: test-node.js passed: detect: samples/ai-body.jpg default 2021-07-29 16:33:40 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-07-29 10:01:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:40 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:50 DATA:  test-node.js result: performance: load: 381 total: 3806 2021-07-29 16:33:40 DATA:  test-node.js result: performance: load: 295 total: 3744
2021-07-29 10:01:50 STATE: test-node.js passed: detect: samples/ai-body.jpg default 2021-07-29 16:33:40 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-07-29 10:01:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:40 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:50 DATA:  test-node.js result: performance: load: 3 total: 3806 2021-07-29 16:33:40 DATA:  test-node.js result: performance: load: 2 total: 3744
2021-07-29 10:01:50 INFO:  test-node.js test complete: 13727 ms 2021-07-29 16:33:40 INFO:  test-node.js test complete: 13942 ms
2021-07-29 10:01:50 INFO:  test-node-gpu.js start 2021-07-29 16:33:40 INFO:  test-node-gpu.js start
2021-07-29 10:01:50 WARN:  test-node-gpu.js stderr: 2021-07-29 10:01:50.676793: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 2021-07-29 16:33:41 WARN:  test-node-gpu.js stderr: 2021-07-29 16:33:41.667000: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2021-07-29 10:01:50 WARN:  test-node-gpu.js stderr: 2021-07-29 10:01:50.723534: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 2021-07-29 16:33:41 WARN:  test-node-gpu.js stderr: 2021-07-29 16:33:41.954020: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2021-07-29 10:01:50 WARN:  test-node-gpu.js stderr: 2021-07-29 10:01:50.723659: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 2021-07-29 16:33:41 WARN:  test-node-gpu.js stderr: 2021-07-29 16:33:41.954055: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist
2021-07-29 10:01:50 STATE: test-node-gpu.js passed: create human 2021-07-29 16:33:42 STATE: test-node-gpu.js passed: create human
2021-07-29 10:01:50 INFO:  test-node-gpu.js human version: 2.0.3 2021-07-29 16:33:42 INFO:  test-node-gpu.js human version: 2.1.1
2021-07-29 10:01:50 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 2021-07-29 16:33:42 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0
2021-07-29 10:01:50 INFO:  test-node-gpu.js tfjs version: 3.8.0 2021-07-29 16:33:42 INFO:  test-node-gpu.js tfjs version: 3.8.0
2021-07-29 10:01:51 STATE: test-node-gpu.js passed: set backend: tensorflow 2021-07-29 16:33:42 STATE: test-node-gpu.js passed: set backend: tensorflow
2021-07-29 10:01:51 STATE: test-node-gpu.js passed: load models 2021-07-29 16:33:42 STATE: test-node-gpu.js passed: load models
2021-07-29 10:01:51 STATE: test-node-gpu.js result: defined models: 14 loaded models: 7 2021-07-29 16:33:42 STATE: test-node-gpu.js result: defined models: 14 loaded models: 7
2021-07-29 10:01:51 STATE: test-node-gpu.js passed: warmup: none default 2021-07-29 16:33:42 STATE: test-node-gpu.js passed: warmup: none default
2021-07-29 10:01:52 STATE: test-node-gpu.js passed: warmup: face default 2021-07-29 16:33:43 STATE: test-node-gpu.js passed: warmup: face default
2021-07-29 10:01:52 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 2021-07-29 16:33:43 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
2021-07-29 10:01:52 DATA:  test-node-gpu.js result: performance: load: 290 total: 1146 2021-07-29 16:33:43 DATA:  test-node-gpu.js result: performance: load: 280 total: 1365
2021-07-29 10:01:53 STATE: test-node-gpu.js passed: warmup: body default 2021-07-29 16:33:44 STATE: test-node-gpu.js passed: warmup: body default
2021-07-29 10:01:53 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:44 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:53 DATA:  test-node-gpu.js result: performance: load: 290 total: 1090 2021-07-29 16:33:44 DATA:  test-node-gpu.js result: performance: load: 280 total: 1061
2021-07-29 10:01:53 INFO:  test-node-gpu.js test body variants 2021-07-29 16:33:44 INFO:  test-node-gpu.js test body variants
2021-07-29 10:01:54 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:45 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:54 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 2021-07-29 16:33:46 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet
2021-07-29 10:01:54 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-07-29 16:33:46 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-07-29 10:01:54 DATA:  test-node-gpu.js result: performance: load: 290 total: 736 2021-07-29 16:33:46 DATA:  test-node-gpu.js result: performance: load: 280 total: 729
2021-07-29 10:01:55 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:47 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 2021-07-29 16:33:47 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet
2021-07-29 10:01:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:47 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:01:55 DATA:  test-node-gpu.js result: performance: load: 290 total: 202 2021-07-29 16:33:47 DATA:  test-node-gpu.js result: performance: load: 280 total: 199
2021-07-29 10:01:56 STATE: test-node-gpu.js passed: detect: random default 2021-07-29 16:33:47 STATE: test-node-gpu.js passed: detect: random default
2021-07-29 10:01:56 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0} 2021-07-29 16:33:47 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0}
2021-07-29 10:01:56 DATA:  test-node-gpu.js result: performance: load: 290 total: 169 2021-07-29 16:33:47 DATA:  test-node-gpu.js result: performance: load: 280 total: 172
2021-07-29 10:01:56 INFO:  test-node-gpu.js test: first instance 2021-07-29 16:33:47 INFO:  test-node-gpu.js test: first instance
2021-07-29 10:01:56 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-07-29 16:33:48 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-07-29 10:01:56 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 2021-07-29 16:33:48 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-07-29 10:01:56 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.78,"keypoints":7} 2021-07-29 16:33:48 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.78,"keypoints":7}
2021-07-29 10:01:56 DATA:  test-node-gpu.js result: performance: load: 290 total: 123 2021-07-29 16:33:48 DATA:  test-node-gpu.js result: performance: load: 280 total: 146
2021-07-29 10:01:56 INFO:  test-node-gpu.js test: second instance 2021-07-29 16:33:48 INFO:  test-node-gpu.js test: second instance
2021-07-29 10:01:57 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-07-29 16:33:48 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-07-29 10:01:57 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 2021-07-29 16:33:49 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-07-29 10:01:57 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 2021-07-29 16:33:49 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-07-29 10:01:57 DATA:  test-node-gpu.js result: performance: load: 2 total: 842 2021-07-29 16:33:49 DATA:  test-node-gpu.js result: performance: load: 7 total: 905
2021-07-29 10:01:57 INFO:  test-node-gpu.js test: concurrent 2021-07-29 16:33:49 INFO:  test-node-gpu.js test: concurrent
2021-07-29 10:01:57 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-07-29 16:33:49 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-07-29 10:01:57 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-07-29 16:33:49 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-07-29 10:01:58 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:50 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:01:59 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-07-29 16:33:51 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-07-29 10:02:03 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 2021-07-29 16:33:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: performance: load: 290 total: 3784 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: performance: load: 280 total: 3895
2021-07-29 10:02:03 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 2021-07-29 16:33:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: performance: load: 2 total: 3784 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: performance: load: 7 total: 3895
2021-07-29 10:02:03 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 2021-07-29 16:33:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: performance: load: 290 total: 3784 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: performance: load: 280 total: 3895
2021-07-29 10:02:03 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 2021-07-29 16:33:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-07-29 10:02:03 DATA:  test-node-gpu.js result: performance: load: 2 total: 3784 2021-07-29 16:33:55 DATA:  test-node-gpu.js result: performance: load: 7 total: 3895
2021-07-29 10:02:03 INFO:  test-node-gpu.js test complete: 12649 ms 2021-07-29 16:33:55 INFO:  test-node-gpu.js test complete: 13148 ms
2021-07-29 10:02:03 INFO:  test-node-wasm.js start 2021-07-29 16:33:55 INFO:  test-node-wasm.js start
2021-07-29 10:02:03 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030 2021-07-29 16:33:55 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030
2021-07-29 10:02:03 ERROR: test-node-wasm.js aborting test 2021-07-29 16:33:55 ERROR: test-node-wasm.js aborting test
2021-07-29 10:02:03 INFO:  status: {"passed":46,"failed":1} 2021-07-29 16:33:55 INFO:  status: {"passed":46,"failed":1}

34
tfjs/tf-browser.ts
View File

@ -3,29 +3,6 @@
* @external * @external
*/ */
// import from dist
// get versions of all packages
/*
import * as packageBundle from '@tensorflow/tfjs/package.json';
import * as packageCore from '@tensorflow/tfjs-core/package.json';
import * as packageData from '@tensorflow/tfjs-data/package.json';
import * as packageLayers from '@tensorflow/tfjs-layers/package.json';
import * as packageConverter from '@tensorflow/tfjs-converter/package.json';
// for backends, get version from source to avoid incorrect tree shaking
import { version_cpu } from '@tensorflow/tfjs-backend-cpu/dist/index.js';
import { version_webgl } from '@tensorflow/tfjs-backend-webgl/dist/index.js';
import { version_wasm } from '@tensorflow/tfjs-backend-wasm/dist/index.js';
// export all
export * from '@tensorflow/tfjs-core/dist/index.js';
export * from '@tensorflow/tfjs-layers/dist/index.js';
export * from '@tensorflow/tfjs-converter/dist/index.js';
export * as data from '@tensorflow/tfjs-data/dist/index.js';
export * from '@tensorflow/tfjs-backend-cpu/dist/index.js';
export * from '@tensorflow/tfjs-backend-webgl/dist/index.js';
export * from '@tensorflow/tfjs-backend-wasm/dist/index.js';
*/
// import from src // import from src
// get versions of all packages // get versions of all packages
import { version as tfjsVersion } from '@tensorflow/tfjs/package.json'; import { version as tfjsVersion } from '@tensorflow/tfjs/package.json';
@ -39,6 +16,7 @@ import { version as tfjsBackendWASMVersion } from '@tensorflow/tfjs-backend-wasm
// export all // export all
// requires treeShaking:ignore-annotations due to tfjs misconfiguration // requires treeShaking:ignore-annotations due to tfjs misconfiguration
/*
export * from '@tensorflow/tfjs-core/src/index'; export * from '@tensorflow/tfjs-core/src/index';
export * from '@tensorflow/tfjs-layers/src/index'; export * from '@tensorflow/tfjs-layers/src/index';
export * from '@tensorflow/tfjs-converter/src/index'; export * from '@tensorflow/tfjs-converter/src/index';
@ -46,9 +24,17 @@ export * as data from '@tensorflow/tfjs-data/src/index';
export * from '@tensorflow/tfjs-backend-cpu/src/index'; export * from '@tensorflow/tfjs-backend-cpu/src/index';
export * from '@tensorflow/tfjs-backend-webgl/src/index'; export * from '@tensorflow/tfjs-backend-webgl/src/index';
export * from '@tensorflow/tfjs-backend-wasm/src/index'; export * from '@tensorflow/tfjs-backend-wasm/src/index';
/*
*/ */
// export all
export * from '@tensorflow/tfjs-core/dist/index.js';
export * from '@tensorflow/tfjs-layers/dist/index.js';
export * from '@tensorflow/tfjs-converter/dist/index.js';
export * as data from '@tensorflow/tfjs-data/dist/index.js';
export * from '@tensorflow/tfjs-backend-cpu/dist/index.js';
export * from '@tensorflow/tfjs-backend-webgl/dist/index.js';
export * from '@tensorflow/tfjs-backend-wasm/dist/index.js';
// export versions // export versions
export const version = { export const version = {
tfjs: tfjsVersion, tfjs: tfjsVersion,

51
types/dist/tfjs.esm.d.ts vendored
View File

@ -354,7 +354,7 @@ export var CustomCallback: {
}; };
}; };
export var DataStorage: { export var DataStorage: {
new (backend3: any, dataMover: any): { new (backend2: any, dataMover: any): {
backend: any; backend: any;
dataMover: any; dataMover: any;
data: WeakMap<object, any>; data: WeakMap<object, any>;
@ -384,7 +384,7 @@ export var EarlyStopping: {
verbose: any; verbose: any;
mode: any; mode: any;
baseline: any; baseline: any;
monitorFunc: typeof less3; monitorFunc: typeof less2;
onTrainBegin(logs: any): Promise<void>; onTrainBegin(logs: any): Promise<void>;
wait: number | undefined; wait: number | undefined;
stoppedEpoch: any; stoppedEpoch: any;
@ -542,8 +542,8 @@ export var GPGPUContext: {
createPackedMatrixTexture(rows: any, columns: any): any; createPackedMatrixTexture(rows: any, columns: any): any;
deleteMatrixTexture(texture: any): void; deleteMatrixTexture(texture: any): void;
downloadByteEncodedFloatMatrixFromOutputTexture(texture: any, rows: any, columns: any): any; downloadByteEncodedFloatMatrixFromOutputTexture(texture: any, rows: any, columns: any): any;
downloadPackedMatrixFromBuffer(buffer3: any, batch: any, rows: any, columns: any, physicalRows: any, physicalCols: any): Float32Array; downloadPackedMatrixFromBuffer(buffer2: any, batch: any, rows: any, columns: any, physicalRows: any, physicalCols: any): Float32Array;
downloadFloat32MatrixFromBuffer(buffer3: any, size: any): Float32Array; downloadFloat32MatrixFromBuffer(buffer2: any, size: any): Float32Array;
createBufferFromTexture(texture: any, rows: any, columns: any): any; createBufferFromTexture(texture: any, rows: any, columns: any): any;
createAndWaitForFence(): Promise<any>; createAndWaitForFence(): Promise<any>;
createFence(gl: any): { createFence(gl: any): {
@ -649,8 +649,8 @@ export var GraphModel: {
_executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>; _executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>;
executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>; executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>;
executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>; executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>;
processStack(inputNodes: any, stack3: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[]; processStack(inputNodes: any, stack2: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[];
processChildNodes(node: any, stack3: any, context: any, tensorMap: any, added: any, usedNodes: any): void; processChildNodes(node: any, stack2: any, context: any, tensorMap: any, added: any, usedNodes: any): void;
dispose(): void; dispose(): void;
checkInputShapeAndType(inputs: any): void; checkInputShapeAndType(inputs: any): void;
mapInputs(inputs: any): {}; mapInputs(inputs: any): {};
@ -690,8 +690,8 @@ export var GraphModel: {
_executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>; _executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>;
executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>; executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>;
executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>; executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>;
processStack(inputNodes: any, stack3: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[]; processStack(inputNodes: any, stack2: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[];
processChildNodes(node: any, stack3: any, context: any, tensorMap: any, added: any, usedNodes: any): void; processChildNodes(node: any, stack2: any, context: any, tensorMap: any, added: any, usedNodes: any): void;
dispose(): void; dispose(): void;
checkInputShapeAndType(inputs: any): void; checkInputShapeAndType(inputs: any): void;
mapInputs(inputs: any): {}; mapInputs(inputs: any): {};
@ -919,6 +919,7 @@ export var MathBackendCPU: {
epsilon(): number; epsilon(): number;
timerAvailable(): boolean; timerAvailable(): boolean;
}; };
nextDataId: number;
}; };
export var MathBackendWebGL: { export var MathBackendWebGL: {
new (gpgpu: any): { new (gpgpu: any): {
@ -1018,7 +1019,7 @@ export var MathBackendWebGL: {
shouldExecuteOnCPU(inputs: any, sizeThreshold?: any): any; shouldExecuteOnCPU(inputs: any, sizeThreshold?: any): any;
getGPGPUContext(): any; getGPGPUContext(): any;
where(condition: any): any; where(condition: any): any;
packedUnaryOp(x: any, op3: any, dtype: any): any; packedUnaryOp(x: any, op2: any, dtype: any): any;
abs(x: any): any; abs(x: any): any;
makeTensorInfo(shape: any, dtype: any, values: any): { makeTensorInfo(shape: any, dtype: any, values: any): {
dataId: { dataId: {
@ -1070,6 +1071,7 @@ export var MathBackendWebGL: {
acquireTexture(texShape: any, texType: any, dtype: any, isPacked: any): any; acquireTexture(texShape: any, texType: any, dtype: any, isPacked: any): any;
computeBytes(shape: any, dtype: any): number; computeBytes(shape: any, dtype: any): number;
}; };
nextDataId: number;
}; };
export var Max: string; export var Max: string;
export var MaxPool: string; export var MaxPool: string;
@ -1303,6 +1305,7 @@ export var RNN: {
}; };
}; };
fromConfig(cls: any, config: any, customObjects?: {}): any; fromConfig(cls: any, config: any, customObjects?: {}): any;
className: string;
nodeKey(layer: any, nodeIndex: any): string; nodeKey(layer: any, nodeIndex: any): string;
}; };
export var Range: string; export var Range: string;
@ -1534,7 +1537,7 @@ export function batchToSpaceND(...args: any[]): any;
export namespace batchToSpaceND { } export namespace batchToSpaceND { }
export function bincount(...args: any[]): any; export function bincount(...args: any[]): any;
export namespace bincount { } export namespace bincount { }
export function booleanMaskAsync(tensor3: any, mask: any, axis: any): Promise<any>; export function booleanMaskAsync(tensor2: any, mask: any, axis: any): Promise<any>;
export function broadcastTo(...args: any[]): any; export function broadcastTo(...args: any[]): any;
export namespace broadcastTo { } export namespace broadcastTo { }
declare var browser_exports: {}; declare var browser_exports: {};
@ -1594,7 +1597,7 @@ export function cosineWindow(windowLength: any, a: any, b: any): any;
export function cumsum(...args: any[]): any; export function cumsum(...args: any[]): any;
export namespace cumsum { } export namespace cumsum { }
export function customGrad(f: any): any; export function customGrad(f: any): any;
declare var src_exports: {}; declare var dist_exports: {};
export function denseBincount(...args: any[]): any; export function denseBincount(...args: any[]): any;
export namespace denseBincount { } export namespace denseBincount { }
export function deprecationWarn(msg: any): void; export function deprecationWarn(msg: any): void;
@ -1771,8 +1774,8 @@ export function loadGraphModel(modelUrl: any, options?: {}): Promise<{
_executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>; _executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>;
executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>; executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>;
executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>; executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>;
processStack(inputNodes: any, stack3: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[]; processStack(inputNodes: any, stack2: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[];
processChildNodes(node: any, stack3: any, context: any, tensorMap: any, added: any, usedNodes: any): void; processChildNodes(node: any, stack2: any, context: any, tensorMap: any, added: any, usedNodes: any): void;
dispose(): void; dispose(): void;
checkInputShapeAndType(inputs: any): void; checkInputShapeAndType(inputs: any): void;
mapInputs(inputs: any): {}; mapInputs(inputs: any): {};
@ -1812,8 +1815,8 @@ export function loadGraphModel(modelUrl: any, options?: {}): Promise<{
_executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>; _executeAsync(inputs: any, outputs: any, isFunctionExecution?: boolean, tensorArrayMap?: {}, tensorListMap?: {}): Promise<any>;
executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>; executeFunctionAsync(inputs: any, tensorArrayMap: any, tensorListMap: any): Promise<any>;
executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>; executeWithControlFlow(inputs: any, context: any, outputNames: any, isFunctionExecution: any): Promise<any>;
processStack(inputNodes: any, stack3: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[]; processStack(inputNodes: any, stack2: any, context: any, tensorMap: any, added: any, tensorsToKeep: any, outputNames: any, intermediateTensorConsumerCount: any, usedNodes: any): any[];
processChildNodes(node: any, stack3: any, context: any, tensorMap: any, added: any, usedNodes: any): void; processChildNodes(node: any, stack2: any, context: any, tensorMap: any, added: any, usedNodes: any): void;
dispose(): void; dispose(): void;
checkInputShapeAndType(inputs: any): void; checkInputShapeAndType(inputs: any): void;
mapInputs(inputs: any): {}; mapInputs(inputs: any): {};
@ -2009,7 +2012,7 @@ export function randomNormal(...args: any[]): any;
export namespace randomNormal { } export namespace randomNormal { }
export function randomUniform(...args: any[]): any; export function randomUniform(...args: any[]): any;
export namespace randomUniform { } export namespace randomUniform { }
export function range(start: any, stop: any, step6?: number, dtype?: string): any; export function range(start: any, stop: any, step5?: number, dtype?: string): any;
export function ready(): any; export function ready(): any;
export function real(...args: any[]): any; export function real(...args: any[]): any;
export namespace real { } export namespace real { }
@ -2191,7 +2194,7 @@ export function variableGrads(f: any, varList: any): {
value: any; value: any;
grads: {}; grads: {};
}; };
declare var version17: { declare var version16: {
tfjs: string; tfjs: string;
"tfjs-core": string; "tfjs-core": string;
"tfjs-data": string; "tfjs-data": string;
@ -2201,12 +2204,12 @@ declare var version17: {
"tfjs-backend-webgl": string; "tfjs-backend-webgl": string;
"tfjs-backend-wasm": string; "tfjs-backend-wasm": string;
}; };
declare var version12: string;
declare var version9: string;
declare var version14: string;
declare var version11: string; declare var version11: string;
declare var version16: string; declare var version9: string;
declare var version13: string;
declare var version10: string;
declare var version15: string; declare var version15: string;
declare var version14: string;
export namespace webgl { export namespace webgl {
export { forceHalfFloat }; export { forceHalfFloat };
} }
@ -2217,7 +2220,7 @@ export function whereAsync(condition: any): Promise<any>;
export function zeros(shape: any, dtype?: string): any; export function zeros(shape: any, dtype?: string): any;
export function zerosLike(...args: any[]): any; export function zerosLike(...args: any[]): any;
export namespace zerosLike { } export namespace zerosLike { }
declare function less3(currVal: any, prevVal: any): boolean; declare function less2(currVal: any, prevVal: any): boolean;
declare function getQueryParams(queryString: any): {}; declare function getQueryParams(queryString: any): {};
declare function earlyStopping(args: any): { declare function earlyStopping(args: any): {
monitor: any; monitor: any;
@ -2226,7 +2229,7 @@ declare function earlyStopping(args: any): {
verbose: any; verbose: any;
mode: any; mode: any;
baseline: any; baseline: any;
monitorFunc: typeof less3; monitorFunc: typeof less2;
onTrainBegin(logs: any): Promise<void>; onTrainBegin(logs: any): Promise<void>;
wait: number | undefined; wait: number | undefined;
stoppedEpoch: any; stoppedEpoch: any;
@ -2621,4 +2624,4 @@ declare var OptimizerConstructors: {
getClassName(): any; getClassName(): any;
}; };
}; };
export { add2 as add, backend_util_exports as backend_util, browser_exports as browser, exports_constraints_exports as constraints, src_exports as data, device_util_exports as device_util, fused_ops_exports as fused, gather_nd_util_exports as gather_util, gpgpu_util_exports as gpgpu_util, exports_initializers_exports as initializers, io_exports as io, isFinite2 as isFinite, isNaN2 as isNaN, kernel_impls_exports as kernel_impls, exports_layers_exports as layers, math_exports as math, exports_metrics_exports as metrics, exports_models_exports as models, ones2 as ones, print2 as print, exports_regularizers_exports as regularizers, round2 as round, scatter_nd_util_exports as scatter_util, serialization_exports as serialization, shared_exports as shared, slice_util_exports as slice_util, sum2 as sum, tanh2 as tanh, tensor_util_exports as tensor_util, test_util_exports as test_util, util_exports as util, version17 as version, version12 as version_converter, version9 as version_core, version14 as version_cpu, version11 as version_layers, version16 as version_wasm, version15 as version_webgl, webgl_util_exports as webgl_util }; export { add2 as add, backend_util_exports as backend_util, browser_exports as browser, exports_constraints_exports as constraints, dist_exports as data, device_util_exports as device_util, fused_ops_exports as fused, gather_nd_util_exports as gather_util, gpgpu_util_exports as gpgpu_util, exports_initializers_exports as initializers, io_exports as io, isFinite2 as isFinite, isNaN2 as isNaN, kernel_impls_exports as kernel_impls, exports_layers_exports as layers, math_exports as math, exports_metrics_exports as metrics, exports_models_exports as models, ones2 as ones, print2 as print, exports_regularizers_exports as regularizers, round2 as round, scatter_nd_util_exports as scatter_util, serialization_exports as serialization, shared_exports as shared, slice_util_exports as slice_util, sum2 as sum, tanh2 as tanh, tensor_util_exports as tensor_util, test_util_exports as test_util, util_exports as util, version16 as version, version11 as version_converter, version9 as version_core, version13 as version_cpu, version10 as version_layers, version15 as version_wasm, version14 as version_webgl, webgl_util_exports as webgl_util };