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Say I define a circuit using the amazon-braket-sdk, for example:

braket_circuit = braket.circuits.Circuit()

braket_circuit.h(0)
braket_circuit.h(1)
braket_circuit.h(2)
braket_circuit.rx(0, np.pi / 4)
braket_circuit.ry(1, np.pi / 2)
braket_circuit.rz(2, 3 * np.pi / 4)

Are there any built-in functions that allow you to retrieve the matrix representation of the entire circuit? If all else fails, I know that I can go moment-by-moment, gate-by-gate, and use tensor products to iteratively calculate the circuit's unitary. However, I'm hoping for a one-liner similar to cirq.protocols.unitary or qiskit.quantum_info.Operator.data. Does such a function exist in braket? The braket.circuits.quantum_operator.QuantumOperator class contains a to_matrix method, but it's not clear if or how a braket Circuit can be converted to a QuantumOperation without defining a new, custom QuantumOperation which would of course require its own implementation of the to_matrix method. Thanks for any help in advance!

Jay Muntz
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2 Answers2

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Up until very recently, braket had no such feature. However, as of v1.7.0 (2021-06-25), unitary representations of circuits can now be calculated using the calculate_unitary function. Using the circuit you provided as an example:

In [1]: from braket.circuits import Circuit
   ...: from braket.circuits.gate import Gate
   ...: from braket.circuits.instruction import Instruction
   ...: from braket.circuits.unitary_calculation import calculate_unitary
   ...: import numpy as np

In [2]: circuit = Circuit()
   ...: 
   ...: instructions = [
   ...:     Instruction(Gate.H(), 0),
   ...:     Instruction(Gate.H(), 1),
   ...:     Instruction(Gate.H(), 2),
   ...:     Instruction(Gate.Rx(np.pi/4), 0),
   ...:     Instruction(Gate.Ry(np.pi/2), 1),
   ...:     Instruction(Gate.Rz(3*np.pi/4), 2),
   ...: ]
   ...: 
   ...: for inst in instructions:
   ...:     circuit.add_instruction(inst)
   ...: 
   ...: print(circuit)
T  : |0|    1    |


q0 : -H-Rx(0.785)-


q1 : -H-Ry(1.57)--


q2 : -H-Rz(2.36)--


T  : |0|    1    |


In [3]: matrix_rep = calculate_unitary(3, instructions)
   ...: matrix_rep.shape
Out[3]: (8, 8)
ryanhill1
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1

Note that as_unitary has been deprecated because it uses little-endian qubit order. The new, big-endian method is to_unitary.

Cody Wang
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