[executorch][nvidia][tensorrt][17/n] Add embedding, expand, upsample converters

[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 for embedding, expand, and upsample operations. These enable transformer-based models and upsampling layers.

Differential Revision: D93275040

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/17928

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❌ 21 New Failures, 2 Unrelated Failures

As of commit dd8575a with merge base 01d21fa ():

NEW FAILURES - The following jobs have failed:

• 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 (Qwen, Qwen3-0.6B, quantized-int4-tile-packed) / linux-job (gh)
  RuntimeError: Command docker exec -t 139740a9ae739824bac49a2eb441bde16582ade8f1b93bc209b7f1674bcf751b /exec failed with exit code 1
• Test CUDA Builds / test-executorch-cuda-build-13.0 / linux-job (gh)
  RuntimeError: Command docker exec -t a8827d1cd98a795d1b5bb56354c79ec4342d74d5a43d3a662b69a76e6ad0f505 /exec failed with exit code 1
• Test CUDA Builds / test-models-cuda (linear) / linux-job (gh)
  RuntimeError: Command docker exec -t a44efa9b4f9718dc0f4e462afea632b77c47e50fe07ed56439af9174376cd6ed /exec failed with exit code 1
• Test CUDA Builds / test-models-cuda (mv3) / linux-job (gh)
  RuntimeError: Command docker exec -t 348a029dfedcba7c5a4112e079a840e178972f0d0c97f655baea59baded05485 /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 efdbaa7802a12f3692fd9cce0b5a50eb72223247b17a1063ae0f71a2a67b72d4 /exec failed with exit code 1
• Test Metal Backend / export-model-metal-artifact (mistralai, Voxtral-Mini-3B-2507, 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 (nvidia, parakeet-tdt, 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, 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-small, 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 2b4db264b5a74675956fe5bd9ddf39d60076afd0c7ae69d501cf2cf6f1c15d6c /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-cpp (linear) / linux-job (gh)
  RuntimeError: Command docker exec -t 8e537f81d9c88195fcc6d05931d8cd1cf550de645250b6cc2e30821cb942dc85 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-cpp (mul) / linux-job (gh)
  RuntimeError: Command docker exec -t cd104e7243b364db1c713797b244c14f815834379daebbc69f483a6956b14344 /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (add) / linux-job (gh)
  RuntimeError: Command docker exec -t b93123c78aac5907b828a7a8d987b83a52bfe30f067ee6737a22cbea7fd5940a /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (linear) / linux-job (gh)
  RuntimeError: Command docker exec -t 3dfb2211cdd477a2ca2006a9ba55889212d06d65ff0f94386f8990370595a92a /exec failed with exit code 1
• Test TensorRT Backend / test-models-tensorrt-python (mul) / linux-job (gh)
  RuntimeError: Command docker exec -t 78686e766d7ba10dbdf70633b55c044172ccef1fa396e5437cd10f2e742fbd61 /exec failed with exit code 1
• Test TensorRT Backend / test-tensorrt-build / linux-job (gh)
  RuntimeError: Command docker exec -t 8c6567af0e943cd55142a371f7a93ba4bba1c52b0211655b90217f6c71c415a9 /exec failed with exit code 1
• Test TensorRT Backend / unittest-tensorrt / linux-job (gh)
  RuntimeError: Command docker exec -t 9566ed712517dd3e62c38964a1bbc490d1b10bee76293aae1ef993ac030170fa /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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