[RFC] [QDP] [Feature] Benchmark roadmap

[ryankert01]

Intuition

This roadmap wants to create a new benchmark that values:

1. fairness (implement warmup, and others tbd)
2. create nice graph for blogposts or academic papers

Planned items

• warmup

cc @guan404ming @rich7420 @400Ping

[ryankert01]

@400Ping do you want to help with planning? It requires reading some papers and understanding current patterns on frontier performance engineering article spaces.

[400Ping]

Yeah, sounds good to me. Will start researching later.

[400Ping]

I was caught up with my last final project this Friday, will start researching this weekend.