From b3a9abdcbde73f9aa9f85247cd882ea5dce609ce Mon Sep 17 00:00:00 2001 From: vinitha-balachandran Date: Thu, 8 Feb 2024 18:28:07 +0800 Subject: [PATCH] renaming cpu to quimb --- src/qibotn/backends/quimb.py | 84 ++++++++++++++++++++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 src/qibotn/backends/quimb.py diff --git a/src/qibotn/backends/quimb.py b/src/qibotn/backends/quimb.py new file mode 100644 index 0000000..f8380d0 --- /dev/null +++ b/src/qibotn/backends/quimb.py @@ -0,0 +1,84 @@ +from qibo.backends.numpy import NumpyBackend +from qibo.config import raise_error +from qibo.states import CircuitResult + + +class QuimbBackend(NumpyBackend): + + def __init__(self, runcard): + super().__init__() + import quimb # pylint: disable=import-error + + if runcard is not None: + self.MPI_enabled = runcard.get("MPI_enabled", False) + self.NCCL_enabled = runcard.get("NCCL_enabled", False) + self.expectation_enabled = runcard.get("expectation_enabled", False) + + mps_enabled_value = runcard.get("MPS_enabled") + if mps_enabled_value is True: + self.MPS_enabled = True + elif mps_enabled_value is False: + self.MPS_enabled = False + else: + raise TypeError("MPS_enabled has an unexpected type") + + else: + self.MPI_enabled = False + self.MPS_enabled = False + self.NCCL_enabled = False + self.expectation_enabled = False + + self.name = "qibotn" + self.quimb = quimb + self.platform = "QuimbBackend" + self.versions["quimb"] = self.quimb.__version__ + + def apply_gate(self, gate, state, nqubits): # pragma: no cover + raise_error(NotImplementedError, "QiboTN cannot apply gates directly.") + + def apply_gate_density_matrix(self, gate, state, nqubits): # pragma: no cover + raise_error(NotImplementedError, "QiboTN cannot apply gates directly.") + + def assign_measurements(self, measurement_map, circuit_result): + raise_error(NotImplementedError, "Not implemented in QiboTN.") + + def set_precision(self, precision): + if precision != self.precision: + super().set_precision(precision) + + def execute_circuit( + self, circuit, initial_state=None, nshots=None, return_array=False + ): # pragma: no cover + """Executes a quantum circuit. + + Args: + circuit (:class:`qibo.models.circuit.Circuit`): Circuit to execute. + initial_state (:class:`qibo.models.circuit.Circuit`): Circuit to prepare the initial state. + If ``None`` the default ``|00...0>`` state is used. + + Returns: + xxx. + """ + + import qibotn.eval_qu as eval + + if self.MPI_enabled == True: + raise_error(NotImplementedError, "QiboTN quimb backend cannot support MPI.") + if self.NCCL_enabled == True: + raise_error( + NotImplementedError, "QiboTN quimb backend cannot support NCCL." + ) + if self.expectation_enabled == True: + raise_error( + NotImplementedError, "QiboTN quimb backend cannot support expectation" + ) + + state = eval.dense_vector_tn_qu( + circuit.to_qasm(), initial_state, is_mps=self.MPS_enabled, backend="numpy" + ) + + if return_array: + return state.flatten() + else: + circuit._final_state = CircuitResult(self, circuit, state.flatten(), nshots) + return circuit._final_state