Unsupported operator: com.microsoft.EmbedLayerNormalization
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- Dominant language
- C++
- Stars
- 333
- Forks
- 150
- Avg merge
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- Merged PRs (30d)
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Description
- MIGraphX commit: 431e714
- GPU: MI210 (gfx90a)
- ROCm version: 6.0.1
Model(s) to reproduce:
- https://huggingface.co/commaai/commavq-gpt2m/blob/main/gpt2m.onnx
- https://huggingface.co/Vuy/rubert-tiny2-onnx/blob/main/model_optimized.onnx
Fails at: /code/AMDMIGraphX/src/onnx/onnx_parser.cpp:419: parse_graph: Unknown operator: EmbedLayerNormalization
Note: More info at ContribOperators.md/com.microsoft.EmbedLayerNormalization
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start in src/onnx/onnx_parser.cpp around the reported parse_graph failure and read the ONNX Runtime documentation for com.microsoft.EmbedLayerNormalization. Use the linked ONNX models to reproduce the unknown-operator error; done means the operator is recognized and those models progress past this parser failure.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100