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update tfjs

pull/293/head
Vladimir Mandic 2022-08-24 08:10:36 -04:00
parent 32556d5954
commit 04766d9693
31 changed files with 8478 additions and 4057 deletions
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2
CHANGELOG.md
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@ -11,6 +11,8 @@
### **HEAD -> main** 2022/08/21 mandic00@live.com ### **HEAD -> main** 2022/08/21 mandic00@live.com
- expand type safety
- full eslint rule rewrite
### **2.9.4** 2022/08/20 mandic00@live.com ### **2.9.4** 2022/08/20 mandic00@live.com

2
demo/benchmark/index.js
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@ -24,7 +24,7 @@ function log(...msg) {
const myConfig = { const myConfig = {
modelBasePath: 'https://vladmandic.github.io/human/models', modelBasePath: 'https://vladmandic.github.io/human/models',
// wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.18.0/dist/', // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.20.0/dist/',
debug: true, debug: true,
async: true, async: true,
cacheSensitivity: 0, cacheSensitivity: 0,

2
demo/typescript/index.ts
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@ -11,7 +11,7 @@ import * as H from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human
const humanConfig: Partial<H.Config> = { // user configuration for human, used to fine-tune behavior const humanConfig: Partial<H.Config> = { // user configuration for human, used to fine-tune behavior
// backend: 'wasm' as const, // backend: 'wasm' as const,
// wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.18.0/dist/', // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.20.0/dist/',
// cacheSensitivity: 0, // cacheSensitivity: 0,
async: false, async: false,
modelBasePath: '../../models', modelBasePath: '../../models',

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dist/human.esm-nobundle.js vendored
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dist/human.esm-nobundle.js.map vendored
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dist/human.node-gpu.js vendored
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dist/human.node-wasm.js vendored
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dist/human.node.js vendored
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dist/tfjs.version.js vendored
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@ -4,4 +4,4 @@
author: <https://github.com/vladmandic>' author: <https://github.com/vladmandic>'
*/ */
var e="3.19.0";var s="3.19.0";var t="3.19.0";var i="3.19.0";var n="3.19.0";var r="3.19.0";var l="3.19.0";var V={tfjs:e,"tfjs-core":s,"tfjs-data":t,"tfjs-layers":i,"tfjs-converter":n,"tfjs-backend-webgl":r,"tfjs-backend-wasm":l};export{V as version}; var e="3.20.0";var s="3.20.0";var t="3.20.0";var i="3.20.0";var n="3.20.0";var r="3.20.0";var l="3.20.0";var V={tfjs:e,"tfjs-core":s,"tfjs-data":t,"tfjs-layers":i,"tfjs-converter":n,"tfjs-backend-webgl":r,"tfjs-backend-wasm":l};export{V as version};

28
package.json
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@ -63,23 +63,23 @@
"devDependencies": { "devDependencies": {
"@html-eslint/eslint-plugin": "^0.13.2", "@html-eslint/eslint-plugin": "^0.13.2",
"@html-eslint/parser": "^0.13.2", "@html-eslint/parser": "^0.13.2",
"@microsoft/api-extractor": "^7.29.3", "@microsoft/api-extractor": "^7.29.5",
"@tensorflow/tfjs": "^3.19.0", "@tensorflow/tfjs": "^3.20.0",
"@tensorflow/tfjs-backend-cpu": "^3.19.0", "@tensorflow/tfjs-backend-cpu": "^3.20.0",
"@tensorflow/tfjs-backend-wasm": "^3.19.0", "@tensorflow/tfjs-backend-wasm": "^3.20.0",
"@tensorflow/tfjs-backend-webgl": "^3.19.0", "@tensorflow/tfjs-backend-webgl": "^3.20.0",
"@tensorflow/tfjs-backend-webgpu": "0.0.1-alpha.12", "@tensorflow/tfjs-backend-webgpu": "0.0.1-alpha.12",
"@tensorflow/tfjs-converter": "^3.19.0", "@tensorflow/tfjs-converter": "^3.20.0",
"@tensorflow/tfjs-core": "^3.19.0", "@tensorflow/tfjs-core": "^3.20.0",
"@tensorflow/tfjs-data": "^3.19.0", "@tensorflow/tfjs-data": "^3.20.0",
"@tensorflow/tfjs-layers": "^3.19.0", "@tensorflow/tfjs-layers": "^3.20.0",
"@tensorflow/tfjs-node": "^3.19.0", "@tensorflow/tfjs-node": "^3.20.0",
"@tensorflow/tfjs-node-gpu": "^3.19.0", "@tensorflow/tfjs-node-gpu": "^3.20.0",
"@tensorflow/tfjs-tflite": "0.0.1-alpha.8", "@tensorflow/tfjs-tflite": "0.0.1-alpha.8",
"@types/node": "^18.7.8", "@types/node": "^18.7.13",
"@types/offscreencanvas": "^2019.7.0", "@types/offscreencanvas": "^2019.7.0",
"@typescript-eslint/eslint-plugin": "^5.33.1", "@typescript-eslint/eslint-plugin": "^5.34.0",
"@typescript-eslint/parser": "^5.33.1", "@typescript-eslint/parser": "^5.34.0",
"@vladmandic/build": "^0.7.10", "@vladmandic/build": "^0.7.10",
"@vladmandic/pilogger": "^0.4.6", "@vladmandic/pilogger": "^0.4.6",
"@vladmandic/tfjs": "github:vladmandic/tfjs", "@vladmandic/tfjs": "github:vladmandic/tfjs",

2
src/body/blazepose.ts
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@ -61,7 +61,7 @@ export async function load(config: Config): Promise<[GraphModel | null, GraphMod
function prepareImage(input: Tensor, size: number): Tensor { function prepareImage(input: Tensor, size: number): Tensor {
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) return input; if (!input?.shape?.[1] || !input?.shape?.[2]) return input;
let final: Tensor; let final: Tensor;
if (cropBox) { if (cropBox) {
t.cropped = tf.image.cropAndResize(input, [cropBox], [0], [input.shape[1], input.shape[2]]); // if we have cached box use it to crop input t.cropped = tf.image.cropAndResize(input, [cropBox], [0], [input.shape[1], input.shape[2]]); // if we have cached box use it to crop input

2
src/body/movenet.ts
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@ -124,7 +124,7 @@ function parseMultiPose(res, config, image) {
} }
export async function predict(input: Tensor, config: Config): Promise<BodyResult[]> { export async function predict(input: Tensor, config: Config): Promise<BodyResult[]> {
if (!model || !model.inputs[0].shape) return []; // something is wrong with the model if (!model?.inputs?.[0].shape) return []; // something is wrong with the model
if (!config.skipAllowed) cache.boxes.length = 0; // allowed to use cache or not if (!config.skipAllowed) cache.boxes.length = 0; // allowed to use cache or not
skipped++; // increment skip frames skipped++; // increment skip frames
const skipTime = (config.body.skipTime || 0) > (now() - cache.last); const skipTime = (config.body.skipTime || 0) > (now() - cache.last);

2
src/body/movenetfix.ts
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@ -75,7 +75,7 @@ export function jitter(keypoints: BodyKeypoint[]): BodyKeypoint[] {
export function padInput(input: Tensor, inputSize: number): Tensor { export function padInput(input: Tensor, inputSize: number): Tensor {
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) return input; if (!input?.shape?.[1] || !input?.shape?.[2]) return input;
cache.padding = [ cache.padding = [
[0, 0], // dont touch batch [0, 0], // dont touch batch
[input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0], // height before&after [input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0], // height before&after

2
src/draw/draw.ts
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@ -61,7 +61,7 @@ export function canvas(input: AnyCanvas | HTMLImageElement | HTMLVideoElement, o
/** meta-function that performs draw for: canvas, face, body, hand */ /** meta-function that performs draw for: canvas, face, body, hand */
export async function all(inCanvas: AnyCanvas, result: Result, drawOptions?: Partial<DrawOptions>) { export async function all(inCanvas: AnyCanvas, result: Result, drawOptions?: Partial<DrawOptions>) {
if (!result || !result.performance || !result || !inCanvas) return null; if (!result?.performance || !inCanvas) return null;
const timeStamp = now(); const timeStamp = now();
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
const promise = Promise.all([ const promise = Promise.all([

2
src/gesture/gesture.ts
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@ -79,7 +79,7 @@ export const iris = (res: FaceResult[]): GestureResult[] => {
if (!res) return []; if (!res) return [];
const gestures: { iris: number, gesture: IrisGesture }[] = []; const gestures: { iris: number, gesture: IrisGesture }[] = [];
for (let i = 0; i < res.length; i++) { for (let i = 0; i < res.length; i++) {
if (!res[i].annotations || !res[i].annotations.leftEyeIris || !res[i].annotations.leftEyeIris[0] || !res[i].annotations.rightEyeIris || !res[i].annotations.rightEyeIris[0]) continue; if (!res[i].annotations?.leftEyeIris?.[0] || !res[i].annotations?.rightEyeIris?.[0]) continue;
const sizeXLeft = res[i].annotations.leftEyeIris[3][0] - res[i].annotations.leftEyeIris[1][0]; const sizeXLeft = res[i].annotations.leftEyeIris[3][0] - res[i].annotations.leftEyeIris[1][0];
const sizeYLeft = res[i].annotations.leftEyeIris[4][1] - res[i].annotations.leftEyeIris[2][1]; const sizeYLeft = res[i].annotations.leftEyeIris[4][1] - res[i].annotations.leftEyeIris[2][1];
const areaLeft = Math.abs(sizeXLeft * sizeYLeft); const areaLeft = Math.abs(sizeXLeft * sizeYLeft);

2
src/image/image.ts
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@ -158,7 +158,7 @@ export async function process(input: Input, config: Config, getTensor: boolean =
if (config.filter.enabled && env.webgl.supported) { if (config.filter.enabled && env.webgl.supported) {
if (!fx) fx = env.browser ? new fxImage.GLImageFilter() : null; // && (typeof document !== 'undefined') if (!fx) fx = env.browser ? new fxImage.GLImageFilter() : null; // && (typeof document !== 'undefined')
env.filter = !!fx; env.filter = !!fx;
if (!fx || !fx.add) { if (!fx?.add) {
if (config.debug) log('input process error: cannot initialize filters'); if (config.debug) log('input process error: cannot initialize filters');
env.webgl.supported = false; env.webgl.supported = false;
config.filter.enabled = false; config.filter.enabled = false;

2
src/tfjs/humangl.ts
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@ -45,7 +45,7 @@ function extensions(): void {
export function register(instance: Human): void { export function register(instance: Human): void {
// force backend reload if gl context is not valid // force backend reload if gl context is not valid
if (instance.config.backend !== 'humangl') return; if (instance.config.backend !== 'humangl') return;
if ((config.name in tf.engine().registry) && (!config.gl || !config.gl.getParameter(config.gl.VERSION))) { if ((config.name in tf.engine().registry) && !config?.gl?.getParameter(config.gl.VERSION)) {
log('error: humangl backend invalid context'); log('error: humangl backend invalid context');
models.reset(instance); models.reset(instance);
/* /*

2
src/util/profile.ts
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@ -19,7 +19,7 @@ export interface ProfileData {
} }
export function run(modelName: string, profileData: ProfileData): void { // profileData is tfjs internal type export function run(modelName: string, profileData: ProfileData): void { // profileData is tfjs internal type
if (!profileData || !profileData.kernels) return; if (!profileData?.kernels) return;
const maxDetected = 5; const maxDetected = 5;
const time = (profileData.kernels) const time = (profileData.kernels)
.filter((a) => a.kernelTimeMs > 0) .filter((a) => a.kernelTimeMs > 0)

2
src/warmup.ts
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@ -112,7 +112,7 @@ export async function runCompile(allModels: Models) {
if (!tf.env().flagRegistry.ENGINE_COMPILE_ONLY) return; // tfjs does not support compile-only inference if (!tf.env().flagRegistry.ENGINE_COMPILE_ONLY) return; // tfjs does not support compile-only inference
const backendType = tf.getBackend(); const backendType = tf.getBackend();
const webGLBackend = tf.backend(); const webGLBackend = tf.backend();
if ((backendType !== 'webgl' && backendType !== 'humangl') || (!webGLBackend || !webGLBackend.checkCompileCompletion)) { if ((backendType !== 'webgl' && backendType !== 'humangl') || !webGLBackend?.checkCompileCompletion) {
// log('compile pass: skip'); // log('compile pass: skip');
return; return;
} }

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test/build.log
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@ -1,39 +1,39 @@
2022-08-21 15:21:09 DATA:  Build {"name":"@vladmandic/human","version":"2.9.4"} 2022-08-24 08:07:27 DATA:  Build {"name":"@vladmandic/human","version":"2.9.4"}
2022-08-21 15:21:09 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.4"} 2022-08-24 08:07:27 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.4"}
2022-08-21 15:21:09 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 2022-08-24 08:07:27 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
2022-08-21 15:21:09 INFO:  Toolchain: {"build":"0.7.10","esbuild":"0.15.5","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.22.0"} 2022-08-24 08:07:27 INFO:  Toolchain: {"build":"0.7.10","esbuild":"0.15.5","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.22.0"}
2022-08-21 15:21:09 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 2022-08-24 08:07:27 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
2022-08-21 15:21:09 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 2022-08-24 08:07:27 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608} 2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":653284,"outputBytes":306632} 2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":653111,"outputBytes":306819}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612} 2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":653288,"outputBytes":306636} 2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":653115,"outputBytes":306823}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664} 2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":653340,"outputBytes":306686} 2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":653167,"outputBytes":306873}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358} 2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583} 2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":653259,"outputBytes":305505} 2022-08-24 08:07:27 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":653086,"outputBytes":305692}
2022-08-21 15:21:09 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2787569} 2022-08-24 08:07:28 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2879073}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3440245,"outputBytes":1668404} 2022-08-24 08:07:28 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3531576,"outputBytes":1706402}
2022-08-21 15:21:09 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3440245,"outputBytes":3071598} 2022-08-24 08:07:28 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3531576,"outputBytes":3154419}
2022-08-21 15:21:14 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 2022-08-24 08:07:33 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30}
2022-08-21 15:21:16 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true} 2022-08-24 08:07:35 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true}
2022-08-21 15:21:16 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134} 2022-08-24 08:07:35 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134}
2022-08-21 15:21:16 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15501,"outputBytes":7733} 2022-08-24 08:07:35 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15501,"outputBytes":7733}
2022-08-21 15:21:27 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":111,"errors":0,"warnings":0} 2022-08-24 08:07:46 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":111,"errors":0,"warnings":0}
2022-08-21 15:21:27 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 2022-08-24 08:07:47 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
2022-08-21 15:21:27 STATE: Copy: {"input":"tfjs/tfjs.esm.d.ts"} 2022-08-24 08:07:47 STATE: Copy: {"input":"tfjs/tfjs.esm.d.ts"}
2022-08-21 15:21:27 INFO:  Done... 2022-08-24 08:07:47 INFO:  Done...
2022-08-21 15:21:27 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":198} 2022-08-24 08:07:47 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":198}
2022-08-21 15:21:27 STATE: Copy: {"input":"types/human.d.ts"} 2022-08-24 08:07:47 STATE: Copy: {"input":"types/human.d.ts"}
2022-08-21 15:21:27 INFO:  Analyze models: {"folders":8,"result":"models/models.json"} 2022-08-24 08:07:47 INFO:  Analyze models: {"folders":8,"result":"models/models.json"}
2022-08-21 15:21:27 STATE: Models {"folder":"./models","models":13} 2022-08-24 08:07:47 STATE: Models {"folder":"./models","models":13}
2022-08-21 15:21:27 STATE: Models {"folder":"../human-models/models","models":42} 2022-08-24 08:07:47 STATE: Models {"folder":"../human-models/models","models":42}
2022-08-21 15:21:27 STATE: Models {"folder":"../blazepose/model/","models":4} 2022-08-24 08:07:47 STATE: Models {"folder":"../blazepose/model/","models":4}
2022-08-21 15:21:27 STATE: Models {"folder":"../anti-spoofing/model","models":1} 2022-08-24 08:07:47 STATE: Models {"folder":"../anti-spoofing/model","models":1}
2022-08-21 15:21:27 STATE: Models {"folder":"../efficientpose/models","models":3} 2022-08-24 08:07:47 STATE: Models {"folder":"../efficientpose/models","models":3}
2022-08-21 15:21:27 STATE: Models {"folder":"../insightface/models","models":5} 2022-08-24 08:07:47 STATE: Models {"folder":"../insightface/models","models":5}
2022-08-21 15:21:27 STATE: Models {"folder":"../movenet/models","models":3} 2022-08-24 08:07:47 STATE: Models {"folder":"../movenet/models","models":3}
2022-08-21 15:21:27 STATE: Models {"folder":"../nanodet/models","models":4} 2022-08-24 08:07:47 STATE: Models {"folder":"../nanodet/models","models":4}
2022-08-21 15:21:28 STATE: Models: {"count":57,"totalSize":383017442} 2022-08-24 08:07:48 STATE: Models: {"count":57,"totalSize":383017442}
2022-08-21 15:21:28 INFO:  Human Build complete... {"logFile":"test/build.log"} 2022-08-24 08:07:48 INFO:  Human Build complete... {"logFile":"test/build.log"}

2
test/test-main.js
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@ -296,6 +296,8 @@ async function test(Human, inputConfig) {
const loaded = models.filter((model) => model.loaded); const loaded = models.filter((model) => model.loaded);
if (models.length === 23 && loaded.length === 12) log('state', 'passed: models loaded', models.length, loaded.length, models); if (models.length === 23 && loaded.length === 12) log('state', 'passed: models loaded', models.length, loaded.length, models);
else log('error', 'failed: models loaded', models.length, loaded.length, models); else log('error', 'failed: models loaded', models.length, loaded.length, models);
log('info', 'memory:', { memory: human.tf.memory() });
log('info', 'state:', { state: human.tf.engine().state });
// increase defaults // increase defaults
config.face = { detector: { maxDetected: 20 } }; config.face = { detector: { maxDetected: 20 } };

1946
test/test.log
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File diff suppressed because it is too large Load Diff

40
typedoc/classes/GraphModel.html
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@ -35,7 +35,7 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<ul class="tsd-hierarchy"> <ul class="tsd-hierarchy">
<li><span class="tsd-signature-type">InferenceModel</span></li></ul></section><aside class="tsd-sources"> <li><span class="tsd-signature-type">InferenceModel</span></li></ul></section><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:34</li></ul></aside> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:34</li></ul></aside>
<section class="tsd-panel-group tsd-index-group"> <section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel"> <section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary"> <details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@ -94,20 +94,20 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<h5><code class="tsd-tag ts-flagOptional">Optional</code> tfio: <span class="tsd-signature-type">__module</span></h5></li></ul></div> <h5><code class="tsd-tag ts-flagOptional">Optional</code> tfio: <span class="tsd-signature-type">__module</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type" data-tsd-kind="Type parameter">ModelURL</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type" data-tsd-kind="Type parameter">ModelURL</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:64</li></ul></aside></li></ul></section></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:64</li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group"> <section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2> <h2>Properties</h2>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="inputNodes" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="inputNodes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>input<wbr/>Nodes</span><a href="#inputNodes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>input<wbr/>Nodes</span><a href="#inputNodes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">input<wbr/>Nodes<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"> <div class="tsd-signature">input<wbr/>Nodes<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:47</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:47</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="inputs" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="inputs" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>inputs</span><a href="#inputs" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>inputs</span><a href="#inputs" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">inputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">TensorInfo</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"> <div class="tsd-signature">inputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">TensorInfo</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<p>Implementation of InferenceModel.inputs</p> <p>Implementation of InferenceModel.inputs</p>
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:49</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:49</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="metadata" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="metadata" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>metadata</span><a href="#metadata" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>metadata</span><a href="#metadata" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">metadata<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div> <div class="tsd-signature">metadata<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div>
@ -115,7 +115,7 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<h4>Type declaration</h4> <h4>Type declaration</h4>
<ul class="tsd-parameters"></ul></div><aside class="tsd-sources"> <ul class="tsd-parameters"></ul></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:52</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:52</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelSignature" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelSignature" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Signature</span><a href="#modelSignature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Signature</span><a href="#modelSignature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">model<wbr/>Signature<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div> <div class="tsd-signature">model<wbr/>Signature<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div>
@ -123,7 +123,7 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<h4>Type declaration</h4> <h4>Type declaration</h4>
<ul class="tsd-parameters"></ul></div><aside class="tsd-sources"> <ul class="tsd-parameters"></ul></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:53</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:53</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelStructuredOutputKeys" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelStructuredOutputKeys" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Structured<wbr/>Output<wbr/>Keys</span><a href="#modelStructuredOutputKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Structured<wbr/>Output<wbr/>Keys</span><a href="#modelStructuredOutputKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">model<wbr/>Structured<wbr/>Output<wbr/>Keys<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div> <div class="tsd-signature">model<wbr/>Structured<wbr/>Output<wbr/>Keys<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div>
@ -131,28 +131,28 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<h4>Type declaration</h4> <h4>Type declaration</h4>
<ul class="tsd-parameters"></ul></div><aside class="tsd-sources"> <ul class="tsd-parameters"></ul></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:54</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:54</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelVersion" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="modelVersion" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Version</span><a href="#modelVersion" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>model<wbr/>Version</span><a href="#modelVersion" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">model<wbr/>Version<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"> <div class="tsd-signature">model<wbr/>Version<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:46</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:46</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="outputNodes" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="outputNodes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>output<wbr/>Nodes</span><a href="#outputNodes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>output<wbr/>Nodes</span><a href="#outputNodes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">output<wbr/>Nodes<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"> <div class="tsd-signature">output<wbr/>Nodes<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:48</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:48</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="outputs" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="outputs" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>outputs</span><a href="#outputs" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>outputs</span><a href="#outputs" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">outputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">TensorInfo</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"> <div class="tsd-signature">outputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">TensorInfo</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<p>Implementation of InferenceModel.outputs</p> <p>Implementation of InferenceModel.outputs</p>
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:50</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:50</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="weights" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="weights" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>weights</span><a href="#weights" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>weights</span><a href="#weights" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">weights<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">NamedTensorsMap</span></div><aside class="tsd-sources"> <div class="tsd-signature">weights<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">NamedTensorsMap</span></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:51</li></ul></aside></section></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:51</li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group"> <section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2> <h2>Methods</h2>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="dispose" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="dispose" class="tsd-anchor"></a>
@ -165,7 +165,7 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
<h3>Doc</h3></div> <h3>Doc</h3></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:219</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:219</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="disposeIntermediateTensors" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="disposeIntermediateTensors" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose<wbr/>Intermediate<wbr/>Tensors</span><a href="#disposeIntermediateTensors" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>dispose<wbr/>Intermediate<wbr/>Tensors</span><a href="#disposeIntermediateTensors" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -177,7 +177,7 @@ KEEP_INTERMEDIATE_TENSORS is true).</p>
<h3>Doc</h3></div> <h3>Doc</h3></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:212</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:212</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="execute" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="execute" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>execute</span><a href="#execute" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>execute</span><a href="#execute" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -209,7 +209,7 @@ outputs array.</p>
<h4 class="tsd-returns-title">Returns <a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span></h4><aside class="tsd-sources">
<p>Implementation of InferenceModel.execute</p> <p>Implementation of InferenceModel.execute</p>
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:181</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:181</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="executeAsync" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="executeAsync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>execute<wbr/>Async</span><a href="#executeAsync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>execute<wbr/>Async</span><a href="#executeAsync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -240,7 +240,7 @@ array.</p>
</div></li></ul></div> </div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:198</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:198</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="getIntermediateTensors" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="getIntermediateTensors" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Intermediate<wbr/>Tensors</span><a href="#getIntermediateTensors" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>get<wbr/>Intermediate<wbr/>Tensors</span><a href="#getIntermediateTensors" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -252,7 +252,7 @@ KEEP_INTERMEDIATE_TENSORS is true).</p>
<h3>Doc</h3></div> <h3>Doc</h3></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">NamedTensorsMap</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">NamedTensorsMap</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:205</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:205</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="load" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="load" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load</span><a href="#load" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>load</span><a href="#load" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -263,7 +263,7 @@ compile the inference graph.</p>
</div> </div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">UrlIOHandler</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type" data-tsd-kind="Type parameter">ModelURL</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">IOHandlerSync</span><span class="tsd-signature-symbol"> ? </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> : </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">UrlIOHandler</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type" data-tsd-kind="Type parameter">ModelURL</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">IOHandlerSync</span><span class="tsd-signature-symbol"> ? </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> : </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:70</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:70</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="loadSync" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="loadSync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>Sync</span><a href="#loadSync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>load<wbr/>Sync</span><a href="#loadSync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -280,7 +280,7 @@ compile the inference graph. Also initialize hashtable if any.</p>
<h5>artifacts: <span class="tsd-signature-type">ModelArtifacts</span></h5></li></ul></div> <h5>artifacts: <span class="tsd-signature-type">ModelArtifacts</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:77</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:77</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="predict" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="predict" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>predict</span><a href="#predict" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>predict</span><a href="#predict" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -322,7 +322,7 @@ Currently the batch size option is ignored for graph model.</p>
<h4 class="tsd-returns-title">Returns <a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">NamedTensorMap</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><a href="Tensor-1.html" class="tsd-signature-type" data-tsd-kind="Class">Tensor</a><span class="tsd-signature-symbol">&lt;</span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">NamedTensorMap</span></h4><aside class="tsd-sources">
<p>Implementation of InferenceModel.predict</p> <p>Implementation of InferenceModel.predict</p>
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:162</li></ul></aside></li></ul></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:162</li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="save" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="save" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>save</span><a href="#save" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>save</span><a href="#save" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"> <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@ -366,7 +366,7 @@ scheme-based string shortcut for <code>IOHandler</code>.</p>
</div></li></ul></div> </div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">SaveResult</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources"> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">SaveResult</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.19.0_hek32lflchivueqv5i4vgonghu/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:122</li></ul></aside></li></ul></section></section></div> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.20.0_au2niqrxqvhsnv4oetlud656gy/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:122</li></ul></aside></li></ul></section></section></div>
<div class="col-4 col-menu menu-sticky-wrap menu-highlight"> <div class="col-4 col-menu menu-sticky-wrap menu-highlight">
<div class="tsd-navigation settings"> <div class="tsd-navigation settings">
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@ -14,7 +14,7 @@
<li><a href="Rank.html">Rank</a></li></ul> <li><a href="Rank.html">Rank</a></li></ul>
<h1>Enumeration Rank</h1></div><aside class="tsd-sources"> <h1>Enumeration Rank</h1></div><aside class="tsd-sources">
<ul> <ul>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:60</li></ul></aside> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:60</li></ul></aside>
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@ -36,37 +36,37 @@
<h3 class="tsd-anchor-link"><span>R0</span><a href="#R0" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3> <h3 class="tsd-anchor-link"><span>R0</span><a href="#R0" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature">R0<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R0&quot;</span></div><aside class="tsd-sources"> <div class="tsd-signature">R0<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R0&quot;</span></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:61</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:61</li></ul></aside></section>
<section class="tsd-panel tsd-member tsd-kind-enum-member tsd-parent-kind-enum"><a id="R1" class="tsd-anchor"></a> <section class="tsd-panel tsd-member tsd-kind-enum-member tsd-parent-kind-enum"><a id="R1" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>R1</span><a href="#R1" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>R1</span><a href="#R1" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">R1<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R1&quot;</span></div><aside class="tsd-sources"> <div class="tsd-signature">R1<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R1&quot;</span></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:62</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:62</li></ul></aside></section>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:63</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:63</li></ul></aside></section>
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<div class="tsd-signature">R3<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R3&quot;</span></div><aside class="tsd-sources"> <div class="tsd-signature">R3<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R3&quot;</span></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:64</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:64</li></ul></aside></section>
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<div class="tsd-signature">R4<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R4&quot;</span></div><aside class="tsd-sources"> <div class="tsd-signature">R4<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R4&quot;</span></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:65</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:65</li></ul></aside></section>
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<h3 class="tsd-anchor-link"><span>R5</span><a href="#R5" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3> <h3 class="tsd-anchor-link"><span>R5</span><a href="#R5" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature">R5<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R5&quot;</span></div><aside class="tsd-sources"> <div class="tsd-signature">R5<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;R5&quot;</span></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:66</li></ul></aside></section> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:66</li></ul></aside></section>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:67</li></ul></aside></section></section></div> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:67</li></ul></aside></section></section></div>
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@ -14,145 +14,145 @@
<li><a href="Tensor.html">Tensor</a></li></ul> <li><a href="Tensor.html">Tensor</a></li></ul>
<h1>Namespace Tensor</h1></div><aside class="tsd-sources"> <h1>Namespace Tensor</h1></div><aside class="tsd-sources">
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:124</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:124</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:139</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:139</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/abs.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/abs.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acos.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acos.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acosh.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acosh.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/add.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/add.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/all.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/all.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/any.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/any.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_max.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_max.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_min.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_min.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_scalar.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_scalar.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_type.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_type.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as1d.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as1d.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as2d.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as2d.d.ts:20</li>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atan2.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atan2.d.ts:4</li>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/avg_pool.d.ts:21</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/avg_pool.d.ts:21</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batch_to_space_nd.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batch_to_space_nd.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batchnorm.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batchnorm.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/broadcast_to.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/broadcast_to.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cast.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cast.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ceil.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ceil.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/clip_by_value.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/clip_by_value.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/concat.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/concat.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv1d.d.ts:5</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv1d.d.ts:5</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d_transpose.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d_transpose.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cos.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cos.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cosh.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cosh.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumprod.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumprod.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumsum.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumsum.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depth_to_space.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depth_to_space.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depthwise_conv2d.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depthwise_conv2d.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dilation2d.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dilation2d.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div_no_nan.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div_no_nan.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dot.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dot.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/elu.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/elu.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/equal.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/equal.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/erf.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/erf.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/euclidean_norm.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/euclidean_norm.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/exp.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/exp.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expand_dims.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expand_dims.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expm1.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expm1.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/fft.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/fft.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/flatten.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/flatten.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floor.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floor.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floorDiv.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floorDiv.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/gather.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/gather.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater_equal.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater_equal.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ifft.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ifft.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/irfft.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/irfft.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_finite.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_finite.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_inf.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_inf.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_nan.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_nan.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/leaky_relu.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/leaky_relu.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less_equal.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less_equal.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/local_response_normalization.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/local_response_normalization.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sigmoid.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sigmoid.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_softmax.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_softmax.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sum_exp.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sum_exp.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log1p.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log1p.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_and.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_and.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_not.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_not.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_or.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_or.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_xor.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_xor.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mat_mul.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mat_mul.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max_pool.d.ts:21</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max_pool.d.ts:21</li>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mean.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mean.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/min.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/min.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/minimum.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/minimum.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mirror_pad.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mirror_pad.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mod.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mod.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mul.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mul.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/neg.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/neg.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/norm.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/norm.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/not_equal.d.ts:4</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/not_equal.d.ts:4</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/one_hot.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/one_hot.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ones_like.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ones_like.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pad.d.ts:20</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pad.d.ts:20</li>
<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pool.d.ts:21</li> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pool.d.ts:21</li>
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<li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/zeros_like.d.ts:20</li></ul></aside></div> <li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.20.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/zeros_like.d.ts:20</li></ul></aside></div>
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