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Support SNPE v2.x #4295

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anyj0527 opened this issue Oct 26, 2023 · 2 comments
Open

Support SNPE v2.x #4295

anyj0527 opened this issue Oct 26, 2023 · 2 comments
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@anyj0527
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anyj0527 commented Oct 26, 2023

SNPE had been upgraded to version 2.0+ while deprecating their C++ APIs.
Need to migrate the snpe filter using its new C APIs.

REF: https://developer.qualcomm.com/sites/default/files/docs/snpe/snpe2_migration_guidelines.html

Filter SNPE1 -> filter SNPE2 migration guide:

  • Those are not compatible each other. Model files should be generated with new SDK.
  • SNPE2 filter supports UserBuffer input/output only. It does not support ITensor method, cause it requires redundant memory.
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taos-ci commented Oct 26, 2023

:octocat: cibot: Thank you for posting issue #4295. The person in charge will reply soon.

@anyj0527 anyj0527 self-assigned this Nov 28, 2023
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#4380 Separate original snpe filter source to snpe_v1 and Let meson handle the SNPE version by detecting SNPE dep.
#4382 Add snpe filter to support SNPE2

TODO:

  • Support various runtimes other than CPU
  • Test in tizen and android devices
  • Add possible custom options

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