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[Web] custom wasm model location path for inference #22504

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sca1235 opened this issue Oct 18, 2024 · 2 comments
Open

[Web] custom wasm model location path for inference #22504

sca1235 opened this issue Oct 18, 2024 · 2 comments
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api:Javascript issues related to the Javascript API platform:web issues related to ONNX Runtime web; typically submitted using template stale issues that have not been addressed in a while; categorized by a bot

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@sca1235
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sca1235 commented Oct 18, 2024

Describe the issue

we are using onnxruntime-web and want to know if there is a configuration to customize the nn inference location. the method now is getting from the root of the app build but we want to do a custom path.

anyone have idea on how to change so the wasm can be in own custom location?

Trying to find way to set custom wasm paths.

Unfortunately, direct configuration for custom WASM file paths via ONNX Runtime Web's API is not supported. Instead, the solution revolves around ensuring the files are served from the correct path that ONNX Runtime expects.

To reproduce

we are building the wasm but when we call the innference it only using the root location. we placed the wasm elsewhere.

import cv from "@techstark/opencv-js";
import { Tensor, InferenceSession } from "onnxruntime-web";
import CryptoJS from 'crypto-js';

window.liveIdLibraries = {
    Tensor: Tensor,
    InferenceSession: InferenceSession,
    CryptoJS: CryptoJS,
    cv: cv
};

And then our webpack, we do this:

new CopyPlugin({
    patterns: [
        {
            from: path.resolve(path.join(__dirname, 'node_modules', 'onnxruntime-web', 'dist', '*.wasm')),
            to: "../html/assets/js/id-models/[name][ext]"
        },
    ],
}),

Urgency

No response

Platform

Windows

OS Version

web

ONNX Runtime Installation

Built from Source

ONNX Runtime Version or Commit ID

1

ONNX Runtime API

JavaScript

Architecture

X64

Execution Provider

Default CPU

Execution Provider Library Version

No response

@github-actions github-actions bot added api:Javascript issues related to the Javascript API platform:web issues related to ONNX Runtime web; typically submitted using template labels Oct 18, 2024
@gyagp
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gyagp commented Oct 19, 2024

Are you looking for ort.env.wasm.wasmPaths?

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This issue has been automatically marked as stale due to inactivity and will be closed in 30 days if no further activity occurs. If further support is needed, please provide an update and/or more details.

@github-actions github-actions bot added the stale issues that have not been addressed in a while; categorized by a bot label Nov 18, 2024
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Labels
api:Javascript issues related to the Javascript API platform:web issues related to ONNX Runtime web; typically submitted using template stale issues that have not been addressed in a while; categorized by a bot
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