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Create an autotuner tool on top of benchmark #735

@harsha-simhadri

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@harsha-simhadri

Is your feature request related to a problem? Please describe.

the repo contains a comprehensive benchmark framework that takes configuration as inputs and measures throughput (qps), latency etc. We want a tool that builds on this to sweep over a subset of parameters, for example R (graph degree), l_build, l_search, and quantization bytes where applicable, and identify the best configuration.

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