Describe the new calculus that leads to the design of multihead attention units, identify 3-4 other useful novel units using your pattern, propose hardware that

Describe the new calculus that leads to the design of multihead attention units, identify 3-4 other useful novel units using your pattern, propose hardware that can perform those operations with greater speed or efficiency.