[Web] Unsupported model IR version: 9, max supported IR version: 8 #16638
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platform:web
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xenova
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platform:web
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will make a change to upgrade IR version support |
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Submitted a PR for the upstream package 'onnx-proto': chaosmail/onnx-proto#7 Once it's get merged and released a new version, I can upgrade onnxruntime-web to consume it |
fs-eire
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Jul 18, 2023
### Description This change upgrades a lot of dependencies. There are 2 motivations of doing this change: - fix the security issue reported by dependabot (protobufjs Prototype Pollution vulnerability - GHSA-h755-8qp9-cq85) - resolve the requirement of using ONNX IR_VERSION 9 (#16638) This requires: - upgrade protobufjs to v7.2.4 - upgrade library 'onnx-proto' to consume latest ONNX release (v1.14.0). Problems: - protobufjs v7.2.4 depends on long.js v5, which does not work well with typescript (commonjs). - onnx-proto depends on this fix with a new release of long.js - long.js is in maintenance and it takes longer than expected to put in new changes Solutions: - use a patch script in `preprepare` to copy type declarations to make long.js work with typescript (commonjs) - generate onnx protobuf JS/TS files and put them under js/web/lib/onnxjs/ort-schema/protobuf folder - remove 'onnx-proto' from dependency. - apply fixes to generated onnx.d.ts
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Any updates? |
I think this issue should have been fixed in #16722. |
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similar |
Which execution provider and which version are you using? |
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@fs-eire provider is cpu after downscale the version of onnx to 1.15, the error is missed. |
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I see. Onnxruntime 1.17.1 is relatively outdated and latest dev channel should support IR v10 |
siweic0
pushed a commit
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that referenced
this issue
May 9, 2024
### Description This change upgrades a lot of dependencies. There are 2 motivations of doing this change: - fix the security issue reported by dependabot (protobufjs Prototype Pollution vulnerability - GHSA-h755-8qp9-cq85) - resolve the requirement of using ONNX IR_VERSION 9 (microsoft#16638) This requires: - upgrade protobufjs to v7.2.4 - upgrade library 'onnx-proto' to consume latest ONNX release (v1.14.0). Problems: - protobufjs v7.2.4 depends on long.js v5, which does not work well with typescript (commonjs). - onnx-proto depends on this fix with a new release of long.js - long.js is in maintenance and it takes longer than expected to put in new changes Solutions: - use a patch script in `preprepare` to copy type declarations to make long.js work with typescript (commonjs) - generate onnx protobuf JS/TS files and put them under js/web/lib/onnxjs/ort-schema/protobuf folder - remove 'onnx-proto' from dependency. - apply fixes to generated onnx.d.ts
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Describe the issue
Unlike the
onnxruntimepython library, the web version does not yet support model IR version 9. I believe this is due to theonnx-protodependency being quite out-of-date (last update published over a year ago).Looking at their distributed "onnx.js" file (https://www.npmjs.com/package/onnx-proto?activeTab=code), IR_VERSION=8 is the latest entry into the version object. On the other hand, netron supports IR_VERSION=9, and this is the onnx-proto.js file that they use: https://github.com/lutzroeder/netron/blob/main/source/onnx-proto.js
Logs:
To reproduce
Load a model exported with
onnx>=1.14.0Urgency
I am able to work around it by exporting models with
onnx==1.13.1, however, the web version should ideally match the python version (which is able to run IR_VERSION=9).ONNX Runtime Installation
Released Package
ONNX Runtime Version or Commit ID
1.15.1
Execution Provider
'wasm'/'cpu' (WebAssembly CPU)
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