Add the pytest function for MPS in cuquantum.
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@@ -2,14 +2,15 @@ import cupy as cp
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import numpy as np
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from cuquantum import cutensornet as cutn
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from QiboCircuitConvertor import QiboCircuitToEinsum
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from MPSUtils import get_initial_mps, apply_gate
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from qibotn.QiboCircuitConvertor import QiboCircuitToEinsum
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from qibotn.MPSUtils import get_initial_mps, apply_gate
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class QiboCircuitToMPS:
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def __init__(self,circ_qibo, gate_algo, dtype = 'complex128',rand_seed=0,):
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def __init__(self, circ_qibo, gate_algo, dtype='complex128', rand_seed=0,):
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np.random.seed(rand_seed)
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cp.random.seed(rand_seed)
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self.num_qubits = circ_qibo.nqubits
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self.handle = cutn.create()
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self.options = {'handle': self.handle}
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@@ -20,7 +21,8 @@ class QiboCircuitToMPS:
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for (gate, qubits) in circuitconvertor.gate_tensors:
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# mapping from qubits to qubit indices
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# apply the gate in-place
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apply_gate(self.mps_tensors, gate, qubits, algorithm=gate_algo, options=self.options)
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apply_gate(self.mps_tensors, gate, qubits,
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algorithm=gate_algo, options=self.options)
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def __del__(self):
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cutn.destroy(self.handle)
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@@ -1,33 +1,34 @@
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from qibotn.QiboCircuitConvertor import QiboCircuitToEinsum
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from cuquantum import contract
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from MpsHelper import MPSHelper
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import cuquantum
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from cuquantum import cutensornet as cutn
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import cupy as cp
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import numpy as np
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from qibo.models import QFT
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from QiboCircuitToMPS import QiboCircuitToMPS
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from MPSContractionHelper import MPSContractionHelper
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from qibotn.QiboCircuitToMPS import QiboCircuitToMPS
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from qibotn.MPSContractionHelper import MPSContractionHelper
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def eval(qibo_circ, datatype):
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myconvertor = QiboCircuitToEinsum(qibo_circ, dtype=datatype)
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return contract(*myconvertor.state_vector_operands())
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def eval_mps(qibo_circ, gate_algo, datatype):
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myconvertor = QiboCircuitToMPS(qibo_circ, gate_algo, datatype)
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myconvertor = QiboCircuitToMPS(qibo_circ, gate_algo, dtype=datatype)
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mps_helper = MPSContractionHelper(myconvertor.num_qubits)
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sv_mps = mps_helper.contract_state_vector(myconvertor.mps_tensors,myconvertor.options)
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sv_mps = mps_helper.contract_state_vector(
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myconvertor.mps_tensors, myconvertor.options)
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return sv_mps
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if __name__ == "__main__":
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num_qubits = 25
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num_qubits = 25
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swaps = True
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circ_qibo = QFT(num_qubits, swaps)
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exact_gate_algorithm = {'qr_method': False,
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'svd_method':{'partition': 'UV', 'abs_cutoff':1e-12}}
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dtype="complex128"
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exact_gate_algorithm = {'qr_method': False,
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'svd_method': {'partition': 'UV', 'abs_cutoff': 1e-12}}
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dtype = "complex128"
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sv_mps = eval_mps(circ_qibo, exact_gate_algorithm, dtype)
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sv_reference = eval(circ_qibo, dtype)
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state_vec = np.array(circ_qibo())
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