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Synthetiq: Fast and Versatile Quantum Circuit Synthesis

Talkat OOPSLA 2024 · 2024-10-20..10-25· [quantum-computing, machine-learning]
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Synthetiq uses Simulated Annealing with a domain-specific energy function and a custom simplification pass to synthesize circuits over arbitrary finite gate sets, supporting exact, ε-approximate, and partial (isometry/relative-phase) specifications. It finds smaller circuits for operators like RCCCX, CCiSWAP and C√SWAP, typically one to two orders of magnitude faster than prior tools (up to 10^4× in some cases), often reducing T-count or ancilla use; practical limits hit around 5 qubits, with memory issues by 7 qubits.

AI-written summary · about

  1. 0:00Quantum circuit synthesis intro
  2. 2:09Native gate sets
  3. 3:10Approximate synthesis
  4. 6:40Problem statement & annealing
  5. 8:48Circuit simplification
  6. 10:15Performance comparison
  7. 11:19Real-world operators
  8. 12:23Q&A: Recomputing M & code
  9. 13:27Q&A: Qubit/gate limits
  10. 14:52Q&A: Worst-case performance
  11. 16:41Q&A: Other gate sets
  12. 17:22Q&A: 100-qubit scaling
  13. 19:11Q&A: Large circuit decomposition
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