Clean up tests
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@@ -1,6 +1,6 @@
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import re
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import qibo
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from qibo.models import Circuit as QiboCircuit
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import quimb.tensor as qtn
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import numpy as np
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@@ -22,7 +22,7 @@ def get_gate_functions(qasm_str, start_idx):
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idx_inc += 1
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def convert(nqubits: int, qasm_str: str, with_swaps: bool = True, psi0=None):
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def from_qibo(circuit: QiboCircuit, with_swaps: bool = True, psi0=None):
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circ = qtn.Circuit(nqubits, psi0=psi0)
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qasm_str = qasm_str.split("\n")
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@@ -65,9 +65,9 @@ def eval(qasm: str, init_state, backend="numpy", swaps=True):
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backend (quimb): numpy, cupy, jax. Passed to ``opt_einsum``.
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"""
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circuit = qibo.models.Circuit.from_qasm(qasm)
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circuit = QiboCircuit.from_qasm(qasm)
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init_state_mps = init_state_tn(circuit.nqubits, init_state)
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circ_quimb = convert(circuit, swaps=swaps, psi0=init_state_mps)
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circ_quimb = from_qibo(circuit, swaps=swaps, psi0=init_state_mps)
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interim = circ_quimb.psi.full_simplify(seq="DRC")
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amplitudes = interim.to_dense(backend=backend).flatten()
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@@ -1,10 +1,13 @@
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qibo = dict(
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backend = 'qibojit',
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platform = 'numpy',
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swaps = True
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)
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from dataclasses import dataclass
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from typing import Optional
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quimb = dict(
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backend = 'numpy',
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swaps = True
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)
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@dataclass
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class Executor:
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backend: str
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platform: Optional[str] = None
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swaps: bool = True
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qibo = Executor(backend="qibojit", platform="numpy")
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quimb = Executor(backend="numpy")
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@@ -10,10 +10,9 @@ from timeit import default_timer as timer
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import config
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def init_state_sv(nqubits):
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def create_init_state(nqubits):
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init_state = np.random.random(2**nqubits) + 1j * np.random.random(2**nqubits)
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init_state = init_state / np.sqrt((np.abs(init_state) ** 2).sum())
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# An unmodified init_state has to be converted to tn format
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return init_state
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@@ -23,34 +22,43 @@ def qibo_qft(nqubits, init_state, swaps):
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return circ_qibo, state_vec
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def time(func):
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start = timer()
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res = func()
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end = timer()
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time = end - start
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return time, res
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@pytest.mark.parametrize("nqubits", [1, 2, 5, 10])
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def test_eval(nqubits: int):
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# hack quimb to use the correct number of processes
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# TODO: remove completely, or at least delegate to the backend
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# implementation
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os.environ["QUIMB_NUM_PROCS"] = str(os.cpu_count())
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from qibotn import qasm_quimb
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import qibotn.quimb
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init_state = init_state_sv(nqubits=nqubits)
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init_state = create_init_state(nqubits=nqubits)
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init_state_tn = copy.deepcopy(init_state)
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# Test qibo
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qibo.set_backend(backend=config.qibo["backend"], platform=config.qibo["platform"])
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start_time = timer()
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qibo_circ, result_sv = qibo_qft(nqubits, init_state, swaps=config.qibo["swaps"])
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end_time = timer()
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qibo_time = end_time - start_time
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qibo.set_backend(backend=config.qibo.backend, platform=config.qibo.platform)
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qibo_time, (qibo_circ, result_sv) = time(
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lambda: qibo_qft(nqubits, init_state, swaps=config.qibo.swaps)
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)
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# Convert to qasm for other backends
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qasm_circ = qibo_circ.to_qasm()
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__import__("pdb").set_trace()
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# Test quimb
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start_time = timer()
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result_tn = qasm_quimb.eval_QI_qft(
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nqubits=nqubits,
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qasm_circ=qasm_circ,
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init_state=copy.deepcopy(init_state),
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backend=config.quimb["backend"],
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swaps=config.quimb["swaps"],
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quimb_time, result_tn = time(
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lambda: qibotn.quimb.eval(
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qasm_circ,
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init_state_tn,
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backend=config.quimb.backend,
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swaps=config.quimb.swaps,
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)
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)
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end_time = timer()
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quimb_time = end_time - start_time
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assert 1e-2 * qibo_time < quimb_time < 1e2 * qibo_time
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assert np.allclose(result_sv, result_tn), "Resulting dense vectors do not match"
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