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Add benchmarks for transposed vs standard KV cache layout #29730

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Add benchmarks for transposed vs standard KV cache layout

Add benchmarks for transposed vs standard KV cache layout #29730

Run time

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Job Run time
zephyr (zephyr) / build
10m 20s
windows (pybind) / build
20m 54s
apple (profiling) / build
6m 2s
windows (windows) / build
16m 43s
apple (ios) / build
7m 14s
apple (macos) / build
7m 20s
apple (pybind) / build
6m 46s
apple (llm) / build
6m 17s
linux (pybind, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 17s
linux (linux, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 6s
apple (ios-simulator) / build
8m 20s
linux (pybind, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 43s
linux (linux, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 5s
linux (llm, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / build
8m 9s
linux (llm, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build
7m 8s
2h 16m 24s