From 53f4c3e6281bfaa0fff59048aea7370928a9327c Mon Sep 17 00:00:00 2001 From: Daniel Tsvetkov Date: Fri, 27 Mar 2020 19:48:18 +0100 Subject: [PATCH] attempt at 3qubits game --- 10_krisi_3qubits_game.py | 136 +++++++++++++++++++++++++++++++++++++++ lib.py | 96 +++++---------------------- 2 files changed, 152 insertions(+), 80 deletions(-) create mode 100644 10_krisi_3qubits_game.py diff --git a/10_krisi_3qubits_game.py b/10_krisi_3qubits_game.py new file mode 100644 index 0000000..c9fbf7f --- /dev/null +++ b/10_krisi_3qubits_game.py @@ -0,0 +1,136 @@ +import random +from collections import defaultdict + +import numpy as np + +from lib import State, b_phi_p, b_phi_m, b_psi_p, b_psi_m, s, generate_bins + + +def test_krisi_measurement_2(): + CASE_IDENTICAL = "identical" + CASE_ORTHOGONAL = "orthogonal" + + def perform_exp(case): + # produce angles with uniform distribution on the sphere + t = round(np.random.uniform(0, 1), 10) + theta0 = np.arccos(1 - 2 * t) + phi0 = round(np.random.uniform(0, 2 * np.pi), 10) + + # rotate the 0th qubit in (theta, phi) + q0 = State.from_bloch_angles(theta0, phi0) + + # rotate the 1st qubit depending on the case we are exploring... + if case == CASE_IDENTICAL: + # ... for identical we are rotating the 1st qubit the same angles as + # the 0th + theta1, phi1 = theta0, phi0 + else: + # for orthogonal we rotate the 1st qubit in 90 degrees + # orthogonal to the first + theta1, phi1 = theta0 + np.pi, phi0 + + q1 = State.from_bloch_angles(theta1, phi1) + + # Measure in the Bell's basis + st = State(q0 * q1) + meas = st.measure(basis=[b_phi_p, b_phi_m, b_psi_p, b_psi_m]) + return meas + + correct = 0 + cases = defaultdict(int) + results = defaultdict(int) + for i in range(1000): + case = random.choice([CASE_IDENTICAL, CASE_ORTHOGONAL]) + cases[case] += 1 + result = perform_exp(case=case) + results[result] += 1 + if result == '11': + guess = CASE_ORTHOGONAL + assert guess == case + else: + guess = CASE_IDENTICAL + if guess == case: + correct += 1 + print("Correct: {}".format(correct)) + # print("Results: {}".format(results)) + # print("Cases: {}".format(cases)) + + +def test_krisi_measurement_3(): + CASE_ID_ID = "id_id" + CASE_ID_ORT = "id_ort" + CASE_ORT_ID = "ort_id" + CASE_ORT_ORT = "ort_ort" + + beta = 0 + b_0 = State(1 / np.sqrt(2) * (s("|100>") - s("|010>"))) + b_1 = State(1 / np.sqrt(2) * (s("|011>") - s("|101>"))) + basis = [ + s("|000>"), + State(np.cos(beta) * b_0 + np.sin(beta) * s("|001>")), + State(-np.sin(beta) * b_0 + np.cos(beta) * s("|001>")), + b_0, + b_1, + State(np.cos(beta) * b_1 + np.sin(beta) * s("|001>")), + State(-np.sin(beta) * b_1 + np.cos(beta) * s("|001>")), + s("|111>"), + ] + + def perform_exp(case): + # produce angles with uniform distribution on the sphere + t = round(np.random.uniform(0, 1), 10) + theta0 = np.arccos(1 - 2 * t) + phi0 = round(np.random.uniform(0, 2 * np.pi), 10) + + # rotate the 0th qubit in (theta, phi) + q0 = State.from_bloch_angles(theta0, phi0) + + # rotate the 1st qubit depending on the case we are exploring... + if case == CASE_ID_ID: + theta1, phi1 = theta0, phi0 + theta2, phi2 = theta0, phi0 + elif case == CASE_ID_ORT: + theta1, phi1 = theta0, phi0 + theta2, phi2 = theta0 + np.pi, phi0 + elif case == CASE_ORT_ID: + theta1, phi1 = theta0 + np.pi, phi0 + theta2, phi2 = theta0, phi0 + else: + # CASE_ORT_ORT + theta1, phi1 = theta0 + np.pi, phi0 + theta2, phi2 = theta0 + np.pi, phi0 + + q1 = State.from_bloch_angles(theta1, phi1) + q2 = State.from_bloch_angles(theta2, phi2) + + # Measure in the arbitrary basis + st = State(q0 * q1 * q2) + meas = st.measure(basis=basis) + + return meas + + def krisi_3_format_results(results): + all_pos = generate_bins(8) + print("Results:") + for case, rv in results.items(): + print("{}:".format(case)) + print(" raw : {}".format(sorted(rv.items()))) + case_total = sum(rv.values()) + print(" total: {}".format(case_total)) + for pos in all_pos: + value = rv.get(pos, 0) + percent = value / case_total + print(" {} : {:3d} ({:.2f}%)".format(pos, value, percent)) + + results = defaultdict(lambda: defaultdict(int)) + for i in range(1000): + case = random.choice([CASE_ID_ID, CASE_ID_ORT, CASE_ORT_ID, CASE_ORT_ORT]) + result = perform_exp(case=case) + results[case][result] += 1 + + krisi_3_format_results(results) + + +if __name__ == "__main__": + # test_krisi_measurement_2() + test_krisi_measurement_3() diff --git a/lib.py b/lib.py index 77b7567..6ef1740 100644 --- a/lib.py +++ b/lib.py @@ -2,7 +2,6 @@ import random from collections import defaultdict from functools import reduce from numbers import Complex -from pprint import pprint from typing import Union import numpy as np @@ -273,7 +272,7 @@ class State(Vector): def get_fmt_of_element(self): return "{:0" + str(int(np.ceil(np.log2(len(self))))) + "b}" - def measure(self, basis=None): + def measure(self, basis=None, allow_empty=False): """ m_ops: a set of MeasurementOperators. e.g. for computational basis, the m_ops is [|0><0|, |1><1|] @@ -310,10 +309,18 @@ class State(Vector): prob = self.get_prob_from_measurement_op(m_op) weights += [prob] - empty_prob = 1.0 - sum(weights) + empty_choices, empty_weights = [], [] + if allow_empty == True: + empty_prob = 1.0 - sum(weights) + empty_weights = [empty_prob] + empty_choices = [REPR_EMPTY_SET] + else: + # normalize the weights + weights = list(np.array(weights) / sum(weights)) + format_str = self.get_fmt_of_element() - choices = [REPR_EMPTY_SET] + [format_str.format(i) for i in range(len(weights))] - weights = [empty_prob] + weights + choices = empty_choices + [format_str.format(i) for i in range(len(weights))] + weights = empty_weights + weights self.measurement_result = random.choices(choices, weights)[0] return self.measurement_result @@ -1278,7 +1285,7 @@ def test_light(): for filter in filters: st = filter.on(st) st = State(st) - total_light[st.measure()] += 1 + total_light[st.measure(allow_empty=True)] += 1 print("{}. {}:\n {}".format(id, human_state, dict(total_light))) its = 100 @@ -1295,83 +1302,12 @@ def test_light(): experiment(3, random_lights, [ver_filter, diag_filter, hor_filter]) -def test_krisi_measurement_2(): - from qiskit import ( - QuantumCircuit, - execute, - Aer) - simulator = Aer.get_backend('qasm_simulator') - - CASE_IDENTICAL = "identical" - CASE_ORTHOGONAL = "orthogonal" - - def perform_exp(case): - # produce angles with uniform distribution on the sphere - t = round(np.random.uniform(0, 1), 10) - theta0 = np.arccos(1 - 2 * t) - phi0 = round(np.random.uniform(0, 2 * np.pi), 10) - - # rotate the 0th qubit in (theta, phi) - q0 = State.from_bloch_angles(theta0, phi0) - - # rotate the 1st qubit depending on the case we are exploring... - if case == CASE_IDENTICAL: - # ... for identical we are rotating the 1st qubit the same angles as - # the 0th - theta1, phi1 = theta0, phi0 - else: - # for orthogonal we rotate the 1st qubit in 90 degrees - # orthogonal to the first - theta1, phi1 = theta0 + np.pi, phi0 - - q1 = State.from_bloch_angles(theta1, phi1) - - # Measure in the Bell's basis - st = State(q0 * q1) - meas = st.measure(basis=[b_phi_p, b_phi_m, b_psi_p, b_psi_m]) - return meas - - correct = 0 - cases = defaultdict(int) - results = defaultdict(int) - for i in range(1000): - case = random.choice([CASE_IDENTICAL, CASE_ORTHOGONAL]) - cases[case] += 1 - result = perform_exp(case=case) - results[result] += 1 - if result == '11': - guess = CASE_ORTHOGONAL - assert guess == case - else: - guess = CASE_IDENTICAL - if guess == case: - correct += 1 - print("Correct: {}".format(correct)) - # print("Results: {}".format(results)) - # print("Cases: {}".format(cases)) - - -def test_krisi_measurement_3(): - beta = 2.6 - b_0 = State(1 / np.sqrt(2) * (s("|100>") - s("|010>"))) - b_1 = State(1 / np.sqrt(2) * (s("|011>") - s("|101>"))) - meas = s("|000>").measure(basis=[ - s("|000>"), - State(np.cos(beta) * b_0 + np.sin(beta) * s("|001>")), - State(-np.sin(beta) * b_0 + np.cos(beta) * s("|001>")), - b_0, - b_1, - State(np.cos(beta) * b_1 + np.sin(beta) * s("|001>")), - State(-np.sin(beta) * b_1 + np.cos(beta) * s("|001>")), - s("|111>"), - ]) - print(meas) +def generate_bins(count): + format_str = "{:0" + str(int(np.ceil(np.log2(count)))) + "b}" + return [format_str.format(i) for i in range(count)] if __name__ == "__main__": test() test_quantum_processor() test_light() - test_krisi_measurement_2() - # TODO: - test_krisi_measurement_3()