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Qualcomm AI Engine Direct - GA Model Enablement (deit) #11065

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Qualcomm AI Engine Direct - GA Model Enablement (deit) #11065

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haowhsu-quic
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On behalf of @chenweng-quic

Summary

  • support e2e script / test case for GA deit model
  • perf: 8a8w 2.7ms/inf (SM8750)
  • acc: top1/5 ~= 80%/90%

Test plan

python backends/qualcomm/tests/test_qnn_delegate.py -k TestExampleOssScript.test_deit --device <device_id> --host <host> --model <soc_model> --build_folder build-android --executorch_root . --image_dataset imagenet-mini/val --artifact deit_artifact

@haowhsu-quic haowhsu-quic requested a review from cccclai as a code owner May 22, 2025 06:57
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pytorch-bot bot commented May 22, 2025 •
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11065

Note: Links to docs will display an error until the docs builds have been completed.

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As of commit 2fe2764 with merge base d5c4ba7 (image):
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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label May 22, 2025
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@pytorchbot label "release notes: qualcomm"

@pytorch-bot pytorch-bot bot added the release notes: qualcomm Changes to the Qualcomm backend delegate label May 22, 2025
cccclai
cccclai approved these changes May 29, 2025
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Thanks!

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cccclai commented May 29, 2025

Hey can you fix the lint issue?

Cheng-Hsin Weng and others added 2 commits June 2, 2025 12:00
@haowhsu-quic
Qualcomm AI Engine Direct - GA Model Enablement (deit)
c6aa251 
Summary
- support e2e script / test case for GA deit model
- perf: 8a8w 2.7ms/inf
- acc: top1/5 ~= 85%/95%
@haowhsu-quic
rebase & lint
2fe2764
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@cccclai cccclai cccclai approved these changes

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