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victor-villar committed Nov 13, 2024
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## AI circuit synthesis passes

The AI circuit synthesis passes allow you to optimize pieces of different circuit types ([Clifford](/api/qiskit/qiskit.quantum_info.Clifford), [Linear Function](/api/qiskit/qiskit.circuit.library.LinearFunction), [Permutation](/api/qiskit/qiskit.circuit.library.Permutation#permutation), [Pauli Network](/api/qiskit/qiskit.circuit.library.PauliNetwork)) by re-synthesizing them. A typical way to use the synthesis pass is as follows:
The AI circuit synthesis passes allow you to optimize pieces of different circuit types ([Clifford](/api/qiskit/qiskit.quantum_info.Clifford), [Linear Function](/api/qiskit/qiskit.circuit.library.LinearFunction), [Permutation](/api/qiskit/qiskit.circuit.library.Permutation#permutation), Pauli Network) by re-synthesizing them. A typical way to use the synthesis pass is as follows:

```python
from qiskit.transpiler import PassManager
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- *AICliffordSynthesis*: Synthesis for [Clifford](/api/qiskit/qiskit.quantum_info.Clifford) circuits (blocks of `H`, `S`, and `CX` gates). Currently up to nine qubit blocks.
- *AILinearFunctionSynthesis*: Synthesis for [Linear Function](/api/qiskit/qiskit.circuit.library.LinearFunction) circuits (blocks of `CX` and `SWAP` gates). Currently up to nine qubit blocks.
- *AIPermutationSynthesis*: Synthesis for [Permutation](/api/qiskit/qiskit.circuit.library.Permutation#permutation) circuits (blocks of `SWAP` gates). Currently available for 65, 33, and 27 qubit blocks.
- *AIPauliNetworkSynthesis*: Synthesis for [Pauli Network](/api/qiskit/qiskit.circuit.library.PauliNetwork) circuits (blocks of `H`, `S`, `SX`, `CX`, `RX`, `RY` and `RZ` gates). Currently up to six qubit blocks.
- *AIPauliNetworkSynthesis*: Synthesis for Pauli Network circuits (blocks of `H`, `S`, `SX`, `CX`, `RX`, `RY` and `RZ` gates). Currently up to six qubit blocks.

We expect to gradually increase the size of the supported blocks.

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