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WIP: feat(backend): support snpe#722

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tpoisonooo wants to merge 165 commits intoopen-mmlab:masterfrom
tpoisonooo:support-snpe
Closed

WIP: feat(backend): support snpe#722
tpoisonooo wants to merge 165 commits intoopen-mmlab:masterfrom
tpoisonooo:support-snpe

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@tpoisonooo tpoisonooo commented Jul 7, 2022

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily receiving feedbacks. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Support snpe1.59 backend.

Modification

SNPE inference service

  1. [Add doc] grpc cross compile
  2. [Add source] snpe inference server

Model convert

  1. [Add backend] snpe wrapper and onnx2dlc
  2. [Update all codebase] support **kwargs
  3. [Add doc] codebase test result
  4. [Update deploy.py] add --uri option

SDK

  1. [Add source] snpe_net.cpp
  2. [Add doc] run snpe SDK demo on Android device

CI & tools

  1. [Add script] build mmdeploy SDK with SNPE backend. Build x86 version just for test.
  2. [Add tools] add tools/onnx2dlc.py

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repositories?
If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

Use cases (Optional)

If this PR introduces a new feature, it is better to list some use cases here, and update the documentation.

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit tests to ensure the correctness.
  3. If the modification has a dependency on downstream projects of a newer version, this PR should be tested with all supported versions of downstream projects.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

@tpoisonooo tpoisonooo changed the title WIP: Support snpe Support snpe Jul 19, 2022
@tpoisonooo tpoisonooo requested a review from grimoire July 19, 2022 07:06
@tpoisonooo tpoisonooo changed the title feat(backend): support snpe WIP: feat(backend): support snpe Jul 21, 2022
@tpoisonooo tpoisonooo closed this Jul 21, 2022
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5 participants