BroadcastIndexesRange: leading 1s don't require true broadcasting

[swolchok]

Moved the mechanism we use to detect broadcasting from optimized/util/binary_ops.h

[swolchok]

Stack from ghstack (oldest at bottom):

• Add vectorization in elementwise_util (not working yet) #9432
• -> BroadcastIndexesRange: leading 1s don't require true broadcasting #9431
• RFC: Specialize for non-mixed-dtype in elementwise_util #9388
• Refactor elementwise_util: create variants with out_dtypes in template argument list #9387
• Implement unary_ufunc functions using elementwise_util #9386
• elementwise_util: don't cast the result of compute_fun back to the common type #9385
• Make PyTorch headers available in optimized_portable_kernels, define ET_USE_PYTORCH_HEADERS #9384

[pytorch-bot]

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❌ 155 New Failures, 2 Cancelled Jobs, 2 Unrelated Failures

As of commit 8782a90 with merge base a5d64cf ():

NEW FAILURES - The following jobs have failed:

• Apple / build-benchmark-app / macos-job (gh)
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  RuntimeError: Command docker exec -t 52f4a9997847de96734f04b72d83ecb0257ffc1e198d6185d13ad2820b32e30e /exec failed with exit code 1
• trunk / test-llama-runner-linux (fp32, portable, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / linux-job (gh)
  RuntimeError: Command docker exec -t 3e5ff61014e8083cd9bcecf43511551a41437df858d569315b10bec02870262b /exec failed with exit code 1
• trunk / test-llama-runner-linux (fp32, xnnpack+custom, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job (gh)
  RuntimeError: Command docker exec -t 793a965034d08edf6abc66f86b77a50d3454994654ad92f3e28a1e79e2ee8c89 /exec failed with exit code 1
• trunk / test-llama-runner-linux (fp32, xnnpack+custom, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11... / linux-job (gh)
  RuntimeError: Command docker exec -t a556a0c6b973b1114b45b4892665195f895ea662d572c6037486402f333969a5 /exec failed with exit code 1
• trunk / test-llama-runner-mac (fp32, coreml) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-llama-runner-mac (fp32, mps) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-llama-runner-mac (fp32, xnnpack+custom+quantize_kv) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-llama-runner-qnn-linux (fp32, qnn_16a16w, qnn) / linux-job (gh)
  RuntimeError: Command docker exec -t 75e350d2426d083b2186d73894905955f91751ecb3a42842c0baa788f4da5209 /exec failed with exit code 1
• trunk / test-llama-runner-qnn-linux (fp32, qnn_8a8w, qnn) / linux-job (gh)
  RuntimeError: [2025-03-20T00:42:14.058+00:00] Build ID: ec6b4508-1bd9-4734-bf6e-1e8566b0baf6
• trunk / test-models-linux-aarch64 (add_mul, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 3bbf9ba18c33aa6334ee28d4b13ea99a25da536917db0a81d6b6a24143facf14 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (add_mul, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t dc7b624792f61e4ffa4ae4cc7189d809c91929b812bc1bd23d748e1a0408f41d /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (add, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 1e813b5732504b0dd437a8e40e466afa3a3a5c08ec442ba7b21f08d2535ddaa9 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (add, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 37b5b3e15fed6c17da92cf9d44008265b5a889f99f0aac82a59260b93225fbb6 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (emformer_join, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 36e8aa5fc2b785fc76c3fcf35ea6984f9eeed9d2887ffaaddd7990aa38cec3e7 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (emformer_join, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t ce8eb4b2b676ee6046adc56b654e2ea6367b90f1142a1c0562b759000dfff9bb /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (emformer_transcribe, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 26244716281f50f94df88072e52ec19a965bf3b5730aa26735d4c3068929dbd0 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (emformer_transcribe, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 082dc2f5dbc6e9ad6c3cdf340f8ddbaf723e821839fd779623a551306bf2a17a /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (ic3, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 6be606091ca4ec37638e3c60acf314e661c7f99047035052308bb71cbfb8effc /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (ic3, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 9d32175be95938195780352cc9b3d66b050f0d54b010574eebf5ec512528999f /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (ic4, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 7197c11827e75358ecdd774e6865516a709d5af3f04416f9ef7360864e88eeff /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (ic4, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t fbc911d80a6bd6c78eb886d994025b3f4925d620997b13d8faab7dcd9543a173 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (linear, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t c6faa6713f897ad709c603208b7977c93b1181ecf62e8e5333b48037d9d59305 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (linear, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 1f85e698f0934080f319bc9e2006053bad6306ce61615f978d2b087f906c4282 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (llama3_2_vision_encoder, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t d5e0939704118ab4168209c6fbc18b879e67481cafa5c0eefcae0c00af4873f7 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (lstm, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 07551542c9e71476c393c288e9a3dbec8c9adfc4dff05ce05330f7f89b287381 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mobilebert, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t e4ede07b096a9241bc45d636e62c5c5c953d39da8bb9f6afd902591fc007b7e8 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mobilebert, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t da22f138db3858983efd0617116fe9ef82790d6ef45bae51111f05d5f65a3e3e /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mul, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t f80c26fd09eb39e198efe2e735d9bf9b65d50610fabac056836367dd74987045 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mv2, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 533733c26120c3818b522a54fefb3ff0bd255637ba8302a93dd90db5b6a17a87 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mv2, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 7103fd3026c4ee09c66b496161c84f7a0126b6af39849146bb481df09c3484d8 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mv3, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 35dea32560141d26ee01a1fc8f5f5d8b7a9cd036354baf913aed667826a5a4b3 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (mv3, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t ae9bbdde194a8688da9fd7e60f8d899324a70a0cea737b89fd3c322b18954562 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (phi-4-mini, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 5f1b9c60c91aaac794f5180fc23eb5f4bf8539e5f6bb3f2d85b2de7365f0e235 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (qwen2_5, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t fb053a38ac0bd97e136581ca73fe9afd6db768dab4c00901098aea8481718252 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (resnet18, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t f580690d27c9e637cd37ab303ad9e02cda1b502f34c058b968d1d09a88dc29ba /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (resnet18, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 4c1e38c14b1d76f1b691c9a26af7a4c48578d54b7fd8b13f96954a2c66be8640 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (resnet50, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 99a202302d089cdf2c9207099bd27e344568ab6bc92982128040433ef4d7848e /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (resnet50, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 01140b7e41940600722b12ab012df015ac5dd2a25e939721692164f259215420 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (softmax, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 88aa3366a41e6e6c0622111377235754be13a27a2cb5784b5f224348c5db7c06 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (vit, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 0fc9d570397ab941c1369124083de3d081391d716bce6f80e2f7ad53b8016501 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (vit, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 1b65d952babda2202b897ca6b8b7986f5d8538b81a2dbeaea55bd1dabf831982 /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (w2l, portable) / linux-job (gh)
  RuntimeError: Command docker exec -t 4e5faba37931d9b1e492d5fbc505c49f2318bcdcc3d4e260fe260a4ec8d5096e /exec failed with exit code 1
• trunk / test-models-linux-aarch64 (w2l, xnnpack-quantization-delegation) / linux-job (gh)
  RuntimeError: Command docker exec -t 131a9d6606eff0f2906b6885c0281482c2dbb9d296215ecab95ba3f79082eecd /exec failed with exit code 1
• trunk / test-models-macos (efficient_sam, portable) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (emformer_join, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (ic4, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (llama, portable) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (llama2, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (llama3_2_vision_encoder, portable) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (mobilebert, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (resnet50, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (vit, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-models-macos (w2l, xnnpack-quantization-delegation) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-pybind-build-macos (cmake) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-qnn-model (fp32, dl3) / linux-job (gh)
  RuntimeError: Command docker exec -t a9b65afed4a99b154bc52baf687f6b4b4ce53de7ff9854879c92401f301246da /exec failed with exit code 1
• trunk / test-qnn-model (fp32, ic3) / linux-job (gh)
  RuntimeError: Command docker exec -t 522a586f898e45f07360843998312894396c2be328616b365b1b70257066a062 /exec failed with exit code 1
• trunk / test-qnn-model (fp32, ic4) / linux-job (gh)
  RuntimeError: Command docker exec -t 71599cea4b1c8c7213846fc1a98e71bcb64420a12928fb84af8331a4b3eb0066 /exec failed with exit code 1
• trunk / test-qnn-model (fp32, mb) / linux-job (gh)
  RuntimeError: Command docker exec -t 48ecdd8644be7f5e4183884be5dacd78979e86173676b619ccb94a47d0684706 /exec failed with exit code 1
• trunk / test-qnn-model (fp32, mv2) / linux-job (gh)
  RuntimeError: Command docker exec -t b157e00059c46b083124b541549c0a81bbad5c6ebad984a8d1e7b84fcbc2097b /exec failed with exit code 1
• trunk / test-qnn-model (fp32, mv3) / linux-job (gh)
  RuntimeError: Command docker exec -t 192a0393e330ff40c4eae1b7056184bba2f7d37672e4aaee6f7ff9abf1cc0a18 /exec failed with exit code 1
• trunk / test-qnn-model (fp32, vit) / linux-job (gh)
  RuntimeError: Command docker exec -t 7eb85d142162f7b778098a7fb4e1a8cc69956ec16e1ef0a3f80e1092ef04844a /exec failed with exit code 1
• trunk / test-qnn-model (fp32, w2l) / linux-job (gh)
  RuntimeError: Command docker exec -t b7b1a9d6b97b5e8224f59e67b28c6373115f049e55433b1cf1799f8e9fddb147 /exec failed with exit code 1
• trunk / test-selective-build-macos (cmake) / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / test-static-llama-ane / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• trunk / unittest-release / linux / linux-job (gh)
  RuntimeError: Command docker exec -t 768008ae4b2f0794dbf072b0399f207619be5dde652e013bb77a003414fbb12b /exec failed with exit code 1
• trunk / unittest-release / macos / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1

CANCELLED JOBS - The following jobs were cancelled. Please retry:

• trunk / test-models-macos (mv3, portable) / macos-job (gh)
  ##[error]The operation was canceled.
• trunk / test-models-macos (mv3, xnnpack-quantization-delegation) / macos-job (gh)
  ##[error]The operation was canceled.

UNSTABLE - The following jobs are marked as unstable, possibly due to flakiness on trunk:

• trunk / test-arm-backend-delegation / linux-job (gh) (#9399)
  RuntimeError: Command docker exec -t 292630f6c801bd2aec0130fe5dae859fc1232d5bc0ca58c6dc10ed69ddac96f4 /exec failed with exit code 1
• trunk / test-arm-reference-delegation / linux-job (gh) (#9400)
  RuntimeError: Command docker exec -t 4e67a5f21cff0cacdf39f1bb4e57012b0900b6aa6a86cc7c0732fa4b76ad4c06 /exec failed with exit code 1

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