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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

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Qualcomm AI Engine Direct - GA Model Enablement (deit)
ba75dd2 
Summary
- support e2e script / test case for GA deit model
- perf: 8a8w 2.7ms/inf
- acc: top1/5 ~= 85%/95%
@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.

❌ 1 New Failure

As of commit ba75dd2 with merge base b805f17 (image):

NEW FAILURE - The following job has failed:

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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
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@cccclai cccclai Awaiting requested review from cccclai cccclai is a code owner

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