Arm backend: add DeiTTiny evaluator and deterministic shuffled calibration subsets

[tirwu01]

Change-Id: I7f61120772906ae0fec5d1f2b9cfcc0aa2c2c7af

Summary

Add DeiTTiny evaluator for model accuracy evaluation.

cc @digantdesai @freddan80 @per @zingo @oscarandersson8218

[pytorch-bot]

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❌ 5 New Failures, 1 Cancelled Job, 3 Unrelated Failures

As of commit cc72152 with merge base c979158 ():

NEW FAILURES - The following jobs have failed:

• pull / test-qnn-wheel-packages-linux (3.10) / linux-job (gh)
  RuntimeError: Command docker exec -t 78bdafb5e113b2768cc773c0bf8607a5f92f4e4105ac9bd29ec82433623bd920 /exec failed with exit code 1
• pull / test-qnn-wheel-packages-linux (3.11) / linux-job (gh)
  RuntimeError: Command docker exec -t 36b4a1ae1bdb1ba599c43ff43037b20608a8436733815c360f577d4d056b4b34 /exec failed with exit code 1
• pull / test-qnn-wheel-packages-linux (3.12) / linux-job (gh)
  RuntimeError: Command docker exec -t 473291dfc2cb5513f394d4a84eceecc6831962a1c6304a9d6d449610a8081629 /exec failed with exit code 1
• pull / test-samsung-models-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 183a2aa21871b69d5df07a25347bf813d68dfb25d3238cbf924f43cbd6011420 /exec failed with exit code 1
• Test CUDA Builds / test-voxtral-cuda-e2e / linux-job (gh)
  RuntimeError: Command docker exec -t c036c22b1adf470bddfc533ecf33f75a49a02c61a41cdca388debe391dee966b /exec failed with exit code 2

CANCELLED JOB - The following job was cancelled. Please retry:

• pull / unittest-editable / macos / macos-job (gh)
  ##[error]The operation was canceled.

BROKEN TRUNK - The following jobs failed but were present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

• pull / unittest / windows / windows-job (gh) (trunk failure)
  Process completed with exit code 1.
• pull / unittest-editable / windows / windows-job (gh) (trunk failure)
  Process completed with exit code 1.
• trunk / unittest-release / windows / windows-job (gh) (trunk failure)
  Process completed with exit code 1.

This comment was automatically generated by Dr. CI and updates every 15 minutes.

[tirwu01]

@pytorchbot label ciflow/trunk

[digantdesai]

unintentional delete?

[mansnils]

It is intentional since file is anyway modified and there is only an Arm copyright.

[digantdesai]

would it better to refactor this and MobileNetV2Evaluator to share much of the code?

[tirwu01]

good suggestion, will do.