Source code for qhbmlib.inference.qnn_utils

# Copyright 2021 The QHBM Library Authors. All Rights Reserved.
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"""Utilities for metrics on QuantumCircuit."""

import tensorflow as tf
import tensorflow_quantum as tfq

from qhbmlib.models import circuit


[docs]def unitary(input_circuit: circuit.QuantumCircuit): """Returns the unitary matrix corresponding to the given circuit. Args: input_circuit: Quantum circuit whose unitary matrix is to be calculated. """ return tfq.layers.Unitary()( input_circuit.pqc, symbol_names=input_circuit.symbol_names, symbol_values=tf.expand_dims(input_circuit.symbol_values, 0)).to_tensor()[0]