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Feat: define and implement the final report structure #6

@nvzhihanj

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@nvzhihanj

We already have the rough performance report. We need to define a structured performance and accuracy report so it's easy to be aggregated and parsed by the WebUI in the future

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    area: metricsEvent recorder, metrics reporter, reportingpriority: P0Critical — blocks release or userstype: featureNew feature or capability

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