evaluating circuit directly from quimb without qasm in qibo
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@@ -1,38 +1,5 @@
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import numpy as np
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import quimb.tensor as qtn
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from qibo.models import Circuit as QiboCircuit
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def from_qibo(
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circuit: QiboCircuit,
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is_mps: False,
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psi0=None,
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method="svd",
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cutoff=1e-6,
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cutoff_mode="abs",
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):
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"""Create a tensor network representation of the circuit."""
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nqubits = circuit.nqubits
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gate_opt = {}
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if is_mps:
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tncirc = qtn.CircuitMPS(nqubits, psi0=psi0)
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gate_opt["method"] = method
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gate_opt["cutoff"] = cutoff
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gate_opt["cutoff_mode"] = cutoff_mode
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else:
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tncirc = qtn.Circuit(nqubits, psi0=psi0)
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for gate in circuit.queue:
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tncirc.apply_gate(
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gate.name,
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*gate.parameters,
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*gate.qubits,
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parametrize=False if is_mps else (len(gate.parameters) > 0),
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**gate_opt
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)
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return tncirc
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def init_state_tn(nqubits, init_state_sv):
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@@ -48,10 +15,24 @@ def dense_vector_tn_qu(qasm: str, initial_state, is_mps, backend="numpy"):
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backend (quimb): numpy, cupy, jax. Passed to ``opt_einsum``.
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"""
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circuit = QiboCircuit.from_qasm(qasm)
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if initial_state is not None:
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initial_state = init_state_tn(circuit.nqubits, initial_state)
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circ_quimb = from_qibo(circuit, is_mps, psi0=initial_state)
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nqubits = int(np.log2(len(initial_state)))
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initial_state = init_state_tn(nqubits, initial_state)
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if is_mps:
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gate_opt = {}
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gate_opt["method"] = "svd"
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gate_opt["cutoff"] = 1e-6
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gate_opt["cutoff_mode"] = "abs"
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circ_quimb = qtn.circuit.CircuitMPS.from_openqasm2_str(
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qasm, psi0=initial_state, gate_opts=gate_opt
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)
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else:
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circ_quimb = qtn.circuit.Circuit.from_openqasm2_str(qasm, psi0=initial_state)
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interim = circ_quimb.psi.full_simplify(seq="DRC")
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amplitudes = interim.to_dense(backend=backend)
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