Move GEMM benchmark to nanobench #4027
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This is a proof of concept, for moving the benchmark suite to use [nanobench](https://github.com/martinus/nanobench.git), which is a single header file but gives some great advantages over the existing benchmark suite: * Robustness - nanobench will explicitly tell you when benchmarks are unstable, and offer some guidance to help stabilise them. * JSON Output - this should allow us to store the results in a more machine friendly format, in future we can integrate this into CI to do checks on PRs
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This is a proof of concept, for moving the benchmark suite to use nanobench, which is a single header file but has advantages over the existing benchmark suite:
I also looked at Google Benchmark and Catch2, but nanobench was more appealing due to minimal integration requirements with the existing hybrid build architecture.