Fix/apple silicon performance

[jackryanservia]

Explain your changes:

• Added detect-gpu dependency for SnarkyJS
• Fixed Apple silicon performance issue.
• SnarkyJS will now detect when running on Apple silicon and use the most efficient number of workers. Required because of the issue outlined here.

Explain how you tested your changes:

• Built version that console logged all relevant information.
• Ran on all environment/machine combinations (Except M1 Ultra and M2 (but it's obviouse they will work)).

Caveats:

• If the page is rendered serverside, we can't detect the platform. So we default the number of workers to a conservative guess. There is probably a way to enforce that the detect-gpu code runs client-side (in most cases), but I don't have a ton of experience with front-end frameworks and didn't think this was a high priority.
• Mobile devices aren't accounted for yet (many of them (even if they don't run Apple silicon) will suffer from the same problem (but it's easy to add support any time)).
• Values for the number of workers are hard-coded and based on limited testing.

Checklist:

• Modified the current draft of release notes with details on what is completed or incomplete within this project
• Document code purpose, how to use it
  • Mention expected invariants, implicit constraints
• Tests were added for the new behavior
  • Document test purpose, significance of failures
  • Test names should reflect their purpose
• All tests pass (CI will check this if you didn't)
• Serialized types are in stable-versioned modules
• Does this close issues? List them

After merge: o1-labs/o1js#683

• Closes Run using only one thread on M1 processors o1-labs/o1js#491

[mitschabaude]

Awesome!

[mrmr1993]

!ci-build-me

[ymekuria]

Thanks for adding this!

[jackryanservia]

!ci-build-me

[Trivo25]

!ci-build-me