如何转换模型为TorchScript格式?
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- Dominant language
- Python
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Description
你好:
我写了个python脚本来转换模型为torchscript格式(cvtTorchScript.zip),当我用torch.script.trace()函数转换时发生错误,报告系统内存不够(错误信息,torch.jit.trace.zip),然后我改用torch.jit.script()来转换,同样发生错误(错误信息torch.jit.script.zip),所以请问下我该如何转换模型为TorchScript格式,谢谢!
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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 by examining cvtTorchScript.zip and the attached torch.jit.trace.zip and torch.jit.script.zip error reports. Reproduce both conversion attempts with torch.jit.trace() and torch.jit.script(), then determine why each exhausts system memory. Done means the model converts successfully to TorchScript without the reported memory failure.
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Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100