How to export the insightface mxnet model to onnx model which is same as the onnx model given to download.
Nobody has claimed this yet.
- Dominant language
- Jupyter Notebook
- Stars
- 9.8k
- Forks
- 1.6k
- PR merge metrics
- No merged PRs in 30d
Description
I exported the insightface mxnet model with mxnet 1.5 and onnx 1.3(comment spatial=1) and I cannot build the tensor RT engine with tensorRT 6, the error is:
[TensorRT] ERROR: (Unnamed Layer* 7) [Parametric ReLU]: slope tensor must be unidirectional broadcastable to input tensor
[TensorRT] ERROR: Network must have at least one output
and I found the onnx net structure is different from the onnx model given to download.
How to export the arcface mxnet model that can be converted to tensorRT engine?
Contributor guide
No contributing guide indexed for this repository
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 by comparing the exported insightface MXNet ONNX structure with the downloadable ONNX model, using the reported MXNet 1.5 and ONNX 1.3 settings. Investigate the TensorRT 6 errors about PReLU broadcasting and missing outputs. Done means documenting or reproducing an export path that produces a TensorRT-compatible model.
Written by the indexing model from the issue text.
Assessment
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100