[executorch][nvidia][tensorrt][16/n] Enable MobileNetV3 model support

[shoumikhin]

Stack from ghstack (oldest at bottom):

• [executorch][nvidia][tensorrt][25/n] Share CUDA stream across TRT delegates #17936
• [executorch][nvidia][tensorrt][24/n] Add power and unary converters with model improvements #17935
• [executorch][nvidia][tensorrt][23/n] Add benchmark infrastructure #17934
• [executorch][nvidia][tensorrt][22/n] Add correctness tests #17933
• [executorch][nvidia][tensorrt][21/n] Add comparison and slice converters #17932
• [executorch][nvidia][tensorrt][20/n] Add bmm converter #17931
• [executorch][nvidia][tensorrt][19/n] Add SDPA converter #17930
• [executorch][nvidia][tensorrt][18/n] Add layer_norm and pixel_shuffle converters #17929
• [executorch][nvidia][tensorrt][17/n] Add embedding, expand, upsample converters #17928
• -> [executorch][nvidia][tensorrt][16/n] Enable MobileNetV3 model support #17927
• [executorch][nvidia][tensorrt][15/n] Add linear model support with addmm and permute_copy converters #17926
• [executorch][nvidia][tensorrt][14/n] Add additional converters (mul, sub, div, mm, relu) #17925
• [executorch][nvidia][tensorrt][13/n] Add examples, C++ runner and CI workflow #17924
• [executorch][nvidia][tensorrt][12/n] Add C++ runtime infrastructure #17923
• [executorch][nvidia][tensorrt][11/n] Complete preprocess integration with serialization #17922
• [executorch][nvidia][tensorrt][10/n] Add blob serialization format with I/O metadata #17921
• [executorch][nvidia][tensorrt][9/n] Implement preprocess basic implementation #17920
• [executorch][nvidia][tensorrt][8/n] Add TensorRTCompileSpec dataclass #17919
• [executorch][nvidia][tensorrt][7/n] Add converter utils and add converter #17918
• [executorch][nvidia][tensorrt][6/n] Add converter registry infrastructure #17917
• [executorch][nvidia][tensorrt][5/n] Integrate partitioner #17916
• [executorch][nvidia][tensorrt][4/n] Add operator support base class #17915
• [executorch][nvidia][tensorrt][3/n] Add TensorRT partitioner stub #17914
• [executorch][nvidia][tensorrt][2/n] Add TensorRT backend stub #17913
• [executorch][nvidia][tensorrt][1/n] Add directory structure and initialization #17912

Add converters and optimizations to enable MobileNetV3 model support with the TensorRT backend.

Differential Revision: D93275043

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/17927

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❌ 26 New Failures, 1 Pending, 2 Unrelated Failures

As of commit 22016a8 with merge base 01d21fa ():

NEW FAILURES - The following jobs have failed:

• Lint / lintrunner (gh)
  >>> Lint for examples/nvidia/tensorrt/tests/test_export.py:
• Lint / lintrunner-mypy (gh)
  >>> Lint for install_utils.py:
• Test CUDA Builds / check-all-cuda-builds (gh)
  Process completed with exit code 1.
• Test CUDA Builds / export-model-cuda-artifact (mistralai, Voxtral-Mini-4B-Realtime-2602, quantized-int4-tile-packed) / linux-job (gh)
  RuntimeError: Command docker exec -t e9f7b5ac35024d7bb09ae711088e37460bede4b5b5d41fed26bc7d2743123acd /exec failed with exit code 1
• Test CUDA Builds / export-model-cuda-artifact (nvidia, parakeet-tdt, quantized-int4-tile-packed) / linux-job (gh)
  RuntimeError: Command docker exec -t eec11b3850dab56412c3a8b62513b92fe4822aeb889208169a1dc2cafb154854 /exec failed with exit code 1
• Test CUDA Builds / export-model-cuda-artifact (openai, whisper-large-v3-turbo, quantized-int4-tile-packed) / linux-job (gh)
  RuntimeError: Command docker exec -t b049c5da2e1f17fb92aa2ce3ce5d3137ee76f57aec32d922eb8bba9d1f029674 /exec failed with exit code 1
• Test CUDA Builds / export-model-cuda-artifact (openai, whisper-small, quantized-int4-tile-packed) / linux-job (gh)
  RuntimeError: Command docker exec -t 68e48303014a72b5f75acc4232dad6ea8bcca5d6925a336c39aa88fc27d399d2 /exec failed with exit code 1
• Test CUDA Builds / test-executorch-cuda-build-12.9 / linux-job (gh)
  RuntimeError: Command docker exec -t 0ff61e98d7615b27b7835e539548d1bae9ff04579550d115fd83b72354b8b421 /exec failed with exit code 1
• Test CUDA Builds / test-models-cuda (add_mul) / linux-job (gh)
  RuntimeError: Command docker exec -t 006ce5e82322844fb157d8f77532600f509da5c64a05ebfabd871d064ebd46fd /exec failed with exit code 1
• Test CUDA Builds / test-models-cuda (mv3) / linux-job (gh)
  RuntimeError: Command docker exec -t ddc1a62190e6ee5e4806e961f52ff8a88034ddda41e5bb5327fba46dfab863d8 /exec failed with exit code 1
• Test CUDA Builds / test-models-cuda (sdpa) / linux-job (gh)
  RuntimeError: Command docker exec -t ce3c8a120a6aee77a70eeb01e8885d2dee067ddc56d4aa4a00a849560c3ad4a7 /exec failed with exit code 1
• Test CUDA Windows Export and E2E / export-model-cuda-windows-artifact (mistralai, Voxtral-Mini-4B-Realtime-2602, quantized-int4-tile... / linux-job (gh)
  RuntimeError: Command docker exec -t 7f1a292a8a590d7defa905f1035da6eabc70c59be05aa0d35eccc410318e4d9c /exec failed with exit code 1
• Test CUDA Windows Export and E2E / export-model-cuda-windows-artifact (nvidia, parakeet-tdt, non-quantized) / linux-job (gh)
  RuntimeError: Command docker exec -t 26974e5f160114e3b89e046b1903aef575d9aea15d54ccf31bfd44a02ca086eb /exec failed with exit code 1
• Test Metal Backend / export-model-metal-artifact (mistralai, Voxtral-Mini-3B-2507, non-quantized) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• Test Metal Backend / export-model-metal-artifact (nvidia, parakeet-tdt, quantized-int4-metal) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• Test Metal Backend / export-model-metal-artifact (openai, whisper-large-v3-turbo, non-quantized) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• Test Metal Backend / export-model-metal-artifact (openai, whisper-large-v3-turbo, quantized-int4-metal) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• Test TensorRT Backend / check-all-tensorrt-tests (gh)
  ERROR: TensorRT build test failed!
• Test TensorRT Backend / test-models-tensorrt-cpp (add) / linux-job (gh)
  RuntimeError: Command docker exec -t 9edb7cef2ecc58b5969d724ea7536fc8b57fd7d06c312778db30c808b5a02532 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-cpp (linear) / linux-job (gh)
  RuntimeError: Command docker exec -t 765b7bc5cb76196dc8c2d3f74d1275842029af408fcde80c686315f0e6973d97 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-cpp (mul) / linux-job (gh)
  RuntimeError: Command docker exec -t 94d8b1c5ae607f26776ea219fa56778391e7bc07a3e18279a61ea81fdcff1140 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (add) / linux-job (gh)
  RuntimeError: Command docker exec -t 87e1b5dd11e3e894923ea8000a49c92c3385b6d930c72a960a8395a092bbf704 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (linear) / linux-job (gh)
  RuntimeError: Command docker exec -t 54f86b9dff0829bedebccb4bba91f9c1653b6e1dfa48bf5d4fd07f2b8aea7f08 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (mul) / linux-job (gh)
  RuntimeError: Command docker exec -t 66754c54fce0e01dab1cad6673daff38f0616a3d633c23f2ca57c0108c513059 /exec failed with exit code 1
• Test TensorRT Backend / test-tensorrt-build / linux-job (gh)
  RuntimeError: Command docker exec -t c5a01a51c59b330a2251b718d5f3efa9de2c9d54a8bf3cc5f66379d9a25f1abf /exec failed with exit code 1
• Test TensorRT Backend / unittest-tensorrt / linux-job (gh)
  RuntimeError: Command docker exec -t 21856259648a3e03a06575d3c039162784ee9de5f83d8a902fe9dc1e7d244daf /exec failed with exit code 1

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 / macos / macos-job (gh) (trunk failure)
  AttributeError: '_OpNamespace' 'mkldnn' object has no attribute '_is_mkldnn_acl_supported'
• pull / unittest-editable / macos / macos-job (gh) (trunk failure)
  AttributeError: '_OpNamespace' 'mkldnn' object has no attribute '_is_mkldnn_acl_supported'

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