Refactor cadence.convolution

[mcremon-meta]

Summary: We will then replace them with the native aten versions.

• Replace cadence.convolution with cadence.conv1d and cadence.conv2d. Add cadence.conv3d.
• Removes the channel_last arg

Differential Revision: D86473542

[pytorch-bot[bot]]

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:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/15762

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:x: 6 New Failures, 2 Unrelated Failures

As of commit b5df93465830edba2446fd49b0217c90c63d91c1 with merge base 0c0cee5fd5adfff71fdf896181c51ba984427f48 ():

NEW FAILURES - The following jobs have failed:

• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-large-v3-turbo, non-quantized) / linux-job (gh) RuntimeError: Command docker exec -t 281b31a581c8d068982db62674db1a1ce1f8abc328328a795005995004cc8c17 /exec failed with exit code 1
• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-large-v3-turbo, quantized-int4-tile-packed) / linux-job (gh) RuntimeError: Command docker exec -t 2ab2c68fd50a24f2e7b6b7985c8a98c82ca588003e081a063e59c93d0401c4d9 /exec failed with exit code 1
• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-large-v3-turbo, quantized-int4-weight-only) / linux-job (gh) RuntimeError: Command docker exec -t cfdafa90ee126517e0f9fea22cfdc2da403499cad7edc5f7a263391324b01d29 /exec failed with exit code 1
• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-small, non-quantized) / linux-job (gh) RuntimeError: Command docker exec -t e2b05081381c9317b3a3db2dc8ef08f5a1f38ee015253c9b3e253d7a953763d6 /exec failed with exit code 1
• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-small, quantized-int4-tile-packed) / linux-job (gh) RuntimeError: Command docker exec -t 2b663560542ea6367a715586033c6c8d203bfc720b928fde71a6362bc4644e25 /exec failed with exit code 1
• Test CUDA Builds / test-model-cuda-e2e (openai, whisper-small, quantized-int4-weight-only) / linux-job (gh) RuntimeError: Command docker exec -t 844f99102ce271f4059ce467d46321b5b792a59f105dbe7313fc6342cccdf2c9 /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

• Test Metal Backend / test-model-metal-e2e (openai, whisper-large-v3-turbo, non-quantized) / macos-job (gh) (trunk failure) RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• Test Metal Backend / test-model-metal-e2e (openai, whisper-small, non-quantized) / macos-job (gh) (trunk failure) RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1

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[meta-codesync[bot]]

@mcremon-meta has exported this pull request. If you are a Meta employee, you can view the originating Diff in D86473542.

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