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Remove TrotterCircuit cache #1371

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41 changes: 15 additions & 26 deletions src/qibo/hamiltonians/adiabatic.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
from abc import ABC, abstractmethod
from itertools import chain

from qibo.config import raise_error
from qibo.hamiltonians import hamiltonians, terms
Expand Down Expand Up @@ -101,26 +102,6 @@ def circuit(self, dt, accelerators=None, t=0): # pragma: no cover
)


class TrotterCircuit(hamiltonians.TrotterCircuit):
"""Object that caches the Trotterized evolution circuit.

See :class:`qibo.hamiltonians.hamiltonians.TrotterCircuit` for more details.
"""

def set(self, dt, coefficients):
"""Updates the circuit parameters for different values of ``t`` and ``dt``.

The update is done using the ``circuit.set_parameters`` method to avoid
recreating the circuit and gates.
"""
params = {
gate: group.to_term(coefficients).exp(dt / 2.0)
for gate, group in self.gates.items()
}
self.dt = dt
self.circuit.set_parameters(params)


class SymbolicAdiabaticHamiltonian(BaseAdiabaticHamiltonian):
"""Adiabatic Hamiltonian that is sum of :class:`qibo.hamiltonians.hamiltonians.SymbolicHamiltonian`."""

Expand Down Expand Up @@ -152,13 +133,21 @@ def circuit(self, dt, accelerators=None, t=0):
Returns:
A :class:`qibo.models.Circuit` implementing the Trotterized evolution.
"""
if self.trotter_circuit is None:
self.trotter_circuit = TrotterCircuit(
self.groups, dt, self.nqubits, accelerators
)
from qibo import Circuit # pylint: disable=import-outside-toplevel
from qibo.hamiltonians.terms import ( # pylint: disable=import-outside-toplevel
TermGroup,
)

# pylint: disable=E1102
st = self.schedule(t / self.total_time) if t != 0 else 0
# pylint: enable=E1102
coefficients = {self.h0: 1 - st, self.h1: st}
self.trotter_circuit.set(dt, coefficients)
return self.trotter_circuit.circuit

groups = self.groups
circuit = Circuit(self.nqubits, accelerators=accelerators)
circuit.add(
group.to_term(coefficients).expgate(dt / 2.0)
for group in chain(groups, groups[::-1])
)

return circuit
66 changes: 16 additions & 50 deletions src/qibo/hamiltonians/hamiltonians.py
Original file line number Diff line number Diff line change
Expand Up @@ -275,43 +275,6 @@ def __matmul__(self, o):
)


class TrotterCircuit:
"""Object that caches the Trotterized evolution circuit.

This object holds a reference to the circuit models and updates its
parameters if a different time step ``dt`` is given without recreating
every gate from scratch.

Args:
groups (list): List of :class:`qibo.core.terms.TermGroup` objects that
correspond to the Trotter groups of terms in the time evolution
exponential operator.
dt (float): Time step for the Trotterization.
nqubits (int): Number of qubits in the system that evolves.
accelerators (dict): Dictionary with accelerators for distributed
circuits.
"""

def __init__(self, groups, dt, nqubits, accelerators):
from qibo import Circuit # pylint: disable=import-outside-toplevel

self.gates = {}
self.dt = dt
self.circuit = Circuit(nqubits, accelerators=accelerators)
for group in chain(groups, groups[::-1]):
gate = group.term.expgate(dt / 2.0)
self.gates[gate] = group
self.circuit.add(gate)

def set(self, dt):
if self.dt != dt:
params = {
gate: group.term.exp(dt / 2.0) for gate, group in self.gates.items()
}
self.dt = dt
self.circuit.set_parameters(params)


class SymbolicHamiltonian(AbstractHamiltonian):
"""Hamiltonian based on a symbolic representation.

Expand Down Expand Up @@ -350,7 +313,6 @@ def __init__(self, form=None, nqubits=None, symbol_map={}, backend=None):
self.symbol_map = symbol_map
# if a symbol in the given form is not a Qibo symbol it must be
# included in the ``symbol_map``
self.trotter_circuit = None

from qibo.symbols import Symbol # pylint: disable=import-outside-toplevel

Expand Down Expand Up @@ -779,20 +741,24 @@ def __matmul__(self, o):
)

def circuit(self, dt, accelerators=None):
"""Circuit that implements a Trotter step of this Hamiltonian
for a given time step ``dt``.
"""Circuit that implements a Trotter step of this Hamiltonian.

Args:
dt (float): Time step used for Trotterization.
accelerators (dict): Dictionary with accelerators for distributed circuits.
"""
if self.trotter_circuit is None:
from qibo.hamiltonians.terms import ( # pylint: disable=import-outside-toplevel
TermGroup,
)
from qibo import Circuit # pylint: disable=import-outside-toplevel
from qibo.hamiltonians.terms import ( # pylint: disable=import-outside-toplevel
TermGroup,
)

groups = TermGroup.from_terms(self.terms)
self.trotter_circuit = TrotterCircuit(
groups, dt, self.nqubits, accelerators
)
self.trotter_circuit.set(dt)
return self.trotter_circuit.circuit
groups = TermGroup.from_terms(self.terms)
circuit = Circuit(self.nqubits, accelerators=accelerators)
circuit.add(
group.term.expgate(dt / 2.0) for group in chain(groups, groups[::-1])
)

return circuit


class TrotterHamiltonian:
Expand Down
10 changes: 9 additions & 1 deletion tests/test_hamiltonians_trotter.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
import numpy as np
import pytest

from qibo import hamiltonians
from qibo import hamiltonians, symbols
from qibo.backends import NumpyBackend
from qibo.quantum_info import random_hermitian, random_statevector

Expand Down Expand Up @@ -143,6 +143,14 @@ def test_trotter_hamiltonian_three_qubit_term(backend):
backend.assert_allclose(final_state, target_state)


def test_symbolic_hamiltonian_circuit_different_dts(backend):
"""Issue: https://github.com/qiboteam/qibo/issues/1357."""
ham = hamiltonians.SymbolicHamiltonian(symbols.Z(0))
a = ham.circuit(0.1)
b = ham.circuit(0.1)
assert np.linalg.norm(ham.circuit(0.2).unitary() - (a + b).unitary()) == 0


def test_old_trotter_hamiltonian_errors():
"""Check errors when creating the deprecated ``TrotterHamiltonian`` object."""
with pytest.raises(NotImplementedError):
Expand Down