Filenames: W[#]_q[#]_[method]_[entanglement]_rep[#].pkl
Data is pickled lists stored in dictionaries of
- W
- opt_params
- statevector
- E
- Var
- fidelity
To read do
import pickle
with open(fname,'rb') as f:
data = pickle.load(f)To calculate entropy:
from qiskit.quantum_info import partial_trace,entropy
rho = partial_trace(vec,range(num_qubits//2))
S = entropy(rho)
S2 = (rho.data**2).trace()To load parameters into an ansatz:
ansatz = vf.sz_conserved_ansatz(num_qubits, entanglement=entanglement, reps=reps)
params = sorted(ansatz.parameters, key=lambda p: p.name)
params = dict(zip(params, data[i]['opt_params']))
newAnsatz = ansatz.assign_parameters(params)