docs(aggregation_mode): upload benchmarks

[MarcosNicolau]

Description

Uploads benchmark results for the aggregation mode.

Type of change

• New feature
• Bug fix
• Optimization
• Refactor

Checklist

• “Hotfix” to testnet, everything else to staging
• Linked to Github Issue
• This change depends on code or research by an external entity
  • Acknowledgements were updated to give credit
• Unit tests added
• This change requires new documentation.
  • Documentation has been added/updated.
• This change is an Optimization
  • Benchmarks added/run
• Has a known issue
  • Link to the open issue addressing it
• If your PR changes the Operator compatibility (Ex: Upgrade prover versions)
  • This PR adds compatibility for operator for both versions and do not change batcher/docs/examples
  • This PR updates batcher and docs/examples to the newer version. This requires the operator are already updated to be compatible

[MarcosNicolau]

@JuArce Your comments have been solved in ef65085.

[MauroToscano]

The most important number, time per proof, is missing

[MarcosNicolau]

The most important number, time per proof, is missing

Thanks for pointing that out, it's now included in 8e0137c. I initially left it out because I wasn't sure it would be meaningful in isolation as the time per proof isn’t constant and depends on the number of proofs. That said, now that I think about it, I do agree it’s a useful point of reference, especially when comparing different setups under similar aggregation volumes and observing the amortization as we increase the batch size.

[MarcosNicolau]

Closing it as we'll only keep it as reference.