[Auto Benchmarks] - Run benchmarks with the sequencer

[dailinsubjam]

What is this task and why do we need to work on it?

Now we only run benchmarks with Hotshot, but:

• We want to run benchmarks with the sequencer so that the results will be closer to reality
• We also want to run with standalone builder

What work will need to be done to complete this task?

• [x] Go through the steps of running sequencer
• [x] Be able to run benchmarks with sequencer locally
• [x] have the metrics of each run saved into a CVS file
• [x] #3341
• Get out a script to run the benchmarks automatically enough
• Scripts could also run on AWS, https://github.com/EspressoSystems/espresso-sequencer/pull/1779 . Might be relevant https://github.com/EspressoSystems/HotShot-deploy/issues/18 .
• Add local benchmarking to Sequencer's CI

Are there any other details to include?

Need to work with builder team and sequencer team.

What are the acceptance criteria to close this issue?

• We could run benchmarks with the sequencer automatically enough

Branch work will be merged to (if not the default branch)

No response