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Add GEMM-based standard SDPA benchmark #32430

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Add GEMM-based standard SDPA benchmark

Add GEMM-based standard SDPA benchmark #32430

Run time

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Job Run time
windows (windows) / build
9m 26s
apple (llm) / build
6m 42s
apple (profiling) / build
6m 43s
apple (ios) / build
8m 8s
linux (pybind, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 27s
apple (pybind) / build
8m 2s
apple (ios-simulator) / build
7m 50s
windows (pybind) / build
12m 32s
linux (llm, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 12s
zephyr (zephyr) / build
10m 22s
linux (linux, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 11s
apple (macos) / build
7m 48s
linux (linux, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 14s
linux (llm, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 14s
linux (pybind, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 16s
2h 4m 7s