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Add ONNX Runtime GQA-style SDPA benchmark #73020

Run time

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Job	Run time
test-parakeet-xnnpack-linux / linux-job	25m 35s
test-llama-runner-linux-android / linux-job	15m 16s
test-setup-linux-gcc / linux-job	9m 44s
test-custom-ops-linux / linux-job	9m 22s
unittest-buck / windows	0s
test-selective-build-linux / linux-job	9m 42s
test-mcu-cortex-m-backend / linux-job	30m 37s
android / build-android	11m 58s
test-models-linux-basic (mv3, portable, cmake, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11... / linux-job	11m 52s
test-qnn-testsuite-linux / test-backend-macos	0s
test-models-linux-basic (vit, portable, cmake, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	16m 52s
test-models-linux-basic (vit, xnnpack-quantization-delegation, buck2, linux.2xlarge, executorch-u... / linux-job	11m 10s
test-models-linux-basic (vit, portable, buck2, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	16m 55s
test-models-linux-basic (vit, xnnpack-quantization-delegation, cmake, linux.arm64.2xlarge, execut... / linux-job	13m 23s
test-models-linux-basic (mv3, portable, buck2, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	9m 14s
test-voxtral-realtime-xnnpack-linux / linux-job	36m 33s
test-models-linux-basic (mv3, xnnpack-quantization-delegation, buck2, linux.2xlarge, executorch-u... / linux-job	10m 28s
test-models-linux-basic (mv3, xnnpack-quantization-delegation, cmake, linux.2xlarge, executorch-u... / linux-job	9m 57s
test-models-linux (phi_4_mini, portable, linux.4xlarge.memory) / linux-job	53m 12s
test-models-linux-basic (vit, xnnpack-quantization-delegation, cmake, linux.2xlarge, executorch-u... / linux-job	10m 38s
test-models-linux (ic4, xnnpack-quantization-delegation, linux.4xlarge.memory) / linux-job	11m 7s
test-models-linux (add_mul, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	9m 25s
test-models-linux-basic (vit, portable, cmake, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11... / linux-job	20m 34s
test-models-linux-basic (mv3, xnnpack-quantization-delegation, cmake, linux.arm64.2xlarge, execut... / linux-job	12m 18s
test-models-linux (emformer_transcribe, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	13m 57s
test-models-linux (mobilebert, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	11m 27s
test-models-linux (mobilebert, portable, linux.2xlarge) / linux-job	10m 15s
test-models-linux (add, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	9m 22s
test-models-linux-basic (mv3, portable, cmake, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	9m 25s
test-qnn-wheel-packages-linux (3.11) / linux-job	14m 10s
test-models-linux (linear, portable, linux.2xlarge) / linux-job	9m 21s
test-qnn-wheel-packages-linux (3.12) / linux-job	14m 4s
test-qnn-wheel-packages-linux (3.10) / linux-job	14m 20s
test-models-linux (add, portable, linux.2xlarge) / linux-job	9m 10s
test-models-linux (ic4, portable, linux.4xlarge.memory) / linux-job	51m 37s
test-models-linux (ic3, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	10m 1s
test-models-linux (ic3, portable, linux.2xlarge) / linux-job	18m 9s
test-models-linux (emformer_join, xnnpack-quantization-delegation, linux.4xlarge.memory) / linux-job	9m 52s
test-qnn-wheel-packages-linux (3.13) / linux-job	14m 32s
test-models-linux (llama3_2_vision_encoder, portable, linux.4xlarge.memory) / linux-job	39m 34s
test-models-linux (w2l, portable, linux.4xlarge.memory) / linux-job	11m 42s
test-models-linux (resnet18, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	9m 21s
test-models-linux (emformer_join, portable, linux.4xlarge.memory) / linux-job	37m 3s
test-models-linux (linear, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	9m 41s
test-models-linux (resnet50, portable, linux.2xlarge) / linux-job	21m 52s
unittest-nxp-neutron / linux-job	1h 3m 58s
test-models-linux (emformer_transcribe, portable, linux.2xlarge) / linux-job	10m 52s
test-samsung-models-linux / linux-job	11m 40s
test-models-linux (resnet50, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	9m 56s
test-models-linux (mv2, portable, linux.2xlarge) / linux-job	10m 44s
test-vulkan-operators-linux / linux-job	16m 42s
nxp-build-test / linux-job	4m 48s
test-models-linux (resnet18, portable, linux.2xlarge) / linux-job	13m 39s
test-vulkan-models-linux / linux-job	19m 26s
test-models-linux (add_mul, portable, linux.2xlarge) / linux-job	9m 11s
test-eval_llama-wikitext-linux / linux-job	9m 14s
test-phi-3-mini-runner-linux / linux-job	18m 35s
test-moshi-linux / linux-job	15m 12s
test-models-linux (mv2, xnnpack-quantization-delegation, linux.2xlarge) / linux-job	10m 11s
test-qnn-models-linux (dl3) / linux-job	12m 46s
test-samsung-quantmodels-linux / linux-job	20m 10s
test-qnn-models-linux (mv3) / linux-job	16m 27s
test-llama-runner-linux (fp32, xnnpack+custom+quantize_kv, linux.arm64.2xlarge, executorch-ubuntu... / linux-job	20m 26s
test-llama-runner-linux (fp32, xnnpack+quantize_kv, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	15m 2s
test-qnn-models-linux (mv2) / linux-job	12m 48s
test-llama-runner-linux (fp32, xnnpack+custom+quantize_kv, linux.2xlarge, executorch-ubuntu-22.04... / linux-job	14m 32s
test-llama-runner-linux (fp32, xnnpack+custom+qe, linux.arm64.2xlarge, executorch-ubuntu-22.04-gc... / linux-job	19m 28s
unittest-arm-backend-with-no-deps (test_pytest_ops_tosa) / linux-job	56m 4s
test-llama-runner-linux (fp32, xnnpack+custom+qe, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	14m 27s
unittest-arm-backend-with-no-deps (test_pytest_models_tosa) / linux-job	37m 39s
test-binary-size-linux / linux-job	6m 4s
unittest-buck / linux / linux-job	13m 32s
test-llama-runner-linux (bf16, custom, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	10m 53s
test-multimodal-linux (gemma3-4b) / linux-job	30m 15s
test-qnn-buck-build-linux / linux-job	10m 53s
unittest-arm-backend-with-no-deps (test_run_tosa) / linux-job	8m 40s
test-llama-runner-linux (fp32, xnnpack+quantize_kv, linux.arm64.2xlarge, executorch-ubuntu-22.04-... / linux-job	20m 8s
unittest / windows / windows-job	1h 21m 56s
unittest / macos / macos-job	1h 0m 30s
unittest-arm-backend-with-no-deps (test_pytest_ops_no_target) / linux-job	9m 49s
unittest-buck / macos / macos-job	7m 24s
unittest / linux / linux-job	1h 4m 27s
test-binary-size-linux-gcc / linux-job	6m 29s
unittest-editable / linux / linux-job	1h 5m 1s
test-sqnr-static-llm-qnn-linux (smollm2_135m) / linux-job	40m 43s
unittest-editable / macos / macos-job	1h 0m 30s
test-lora-linux / linux-job	57m 49s
test-static-llama-qnn-linux (stories_260k_bc) / linux-job	13m 48s
unittest-editable / windows / windows-job	1h 21m 10s
test-llama-runner-qnn-linux (fp32, qnn_8a8w, qnn) / linux-job	32m 28s
test-llama-runner-qnn-linux (fp32, qnn_16a16w, qnn) / linux-job	26m 24s
test-qnn-delegate-linux / linux-job	5m 35s
test-llama_runner_eager-linux / linux-job	8m 43s
test-mediatek-models-linux / linux-job	11m 49s
test-arm-cortex-m-size-test (zephyr-preset) / linux-job	9m 50s
test-qnn-python-imports-linux / linux-job	11m 37s
test-quantized-aot-lib-linux / linux-job	9m 29s
test-qnn-passes-linux / linux-job	12m 15s
test-lora-multimethod-linux / linux-job	38m 5s
test-static-llama-qnn-linux (stories_110m) / linux-job	29m 46s
test-arm-cortex-m-size-test (bare_metal) / linux-job	9m 39s
test-coreml-bc-macos (macos-m1-stable) / macos-job	11m 49s
unittest-wasm-bindings / linux-job	10m 22s
test-build-wasm-linux / linux-job	13m 59s
test-openvino-linux / linux-job	10m 2s
test-coreml-bc-macos (macos-m2-stable) / macos-job	8m 49s
test-qnn-testsuite-linux / test-backend-linux (qnn, operators) / linux-job	18m 13s
test-qnn-testsuite-linux / test-backend-linux (qnn, models) / linux-job	54m 48s
unittest-wasm-bindings (--enable-etdump) / linux-job	10m 42s
android / run-emulator	1h 36m 41s
test-qnn-testsuite-linux / package-golden-artifacts	2m 29s
	1d 13h 52m 19s

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Add ONNX Runtime GQA-style SDPA benchmark #73020

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