some work on performance stuff

This commit is contained in:
Daniel Knüttel 2020-03-23 19:32:17 +01:00
parent 0a0f424b98
commit 0cd2dfa8b4
17 changed files with 336 additions and 123 deletions

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@ -3,7 +3,7 @@ import matplotlib.pyplot as plt
import numpy as np
import json
from pyqcs import State, H, X, S, CZ
from pyqcs import State, H, X, S, CZ, M, list_to_circuit
from pyqcs.graph.state import GraphState
from pyqcs.util.random_circuits import random_circuit
@ -19,9 +19,13 @@ def test_scaling_qbits(state_factory
, ncircuits
, **kwargs):
results = deque()
for qbits in range(nstart, nstop):
measurement_circuit = list_to_circuit([M(i) for i in range(qbits)])
circuits = [random_circuit(qbits, ngates_per_qbit * qbits, X, H, S_with_extra_arg, CZ)
| measurement_circuit
for _ in range(ncircuits)]
state = state_factory(qbits)
print("running test with", qbits, "qbits")

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@ -0,0 +1 @@
{"nstart": 400, "nstop": 2800, "step": 50, "ncircuits": 100, "nqbits0": 100, "nqbits1": 50, "seed": 3735928559}

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@ -1 +1 @@
{"nstart": 400, "nstop": 1800, "step": 50, "ncircuits": 50, "nqbits0": 100, "nqbits1": 50, "seed": 3735928559}
{"nstart": 400, "nstop": 2800, "step": 50, "ncircuits": 100, "nqbits0": 100, "nqbits1": 50, "seed": 3735928559}

View File

@ -3,7 +3,7 @@ import matplotlib.pyplot as plt
import numpy as np
import json
from pyqcs import State, H, X, S, CZ
from pyqcs import State, H, X, S, CZ, M, list_to_circuit
from pyqcs.graph.state import GraphState
from pyqcs.util.random_circuits import random_circuit
@ -22,6 +22,7 @@ def test_scaling_circuits(state_factory
results = deque()
for ngates in range(nstart, nstop, step):
measurement_circuit = list_to_circuit([M(i) for i in range(nqbits)])
circuits = [random_circuit(nqbits, ngates, X, H, S_with_extra_arg, CZ)
for _ in range(ncircuits)]
state = state_factory(nqbits)

View File

@ -0,0 +1,82 @@
from collections import deque
import matplotlib.pyplot as plt
import numpy as np
import json
from pyqcs import State, H, X, S, CZ, M, list_to_circuit
from pyqcs.graph.state import GraphState
from pyqcs.util.random_circuits import random_circuit
from measure_circuit import execution_statistics
def S_with_extra_arg(act, i):
return S(act)
def test_scaling_circuits(state_factory
, nstart
, nstop
, step
, nqbits
, ncircuits
, **kwargs):
results = deque()
for ngates in range(nstart, nstop, step):
measurement_circuit = list_to_circuit([M(i) for i in range(nqbits)])
circuits = [random_circuit(nqbits, ngates, M, H, S_with_extra_arg, CZ)
| measurement_circuit
for _ in range(ncircuits)]
state = state_factory(nqbits)
print("running test with", ngates, "gates on", nqbits, "qbits")
N, avg, std_dev = execution_statistics(circuits, state, scale=1, **kwargs)
results.append([ngates, N, avg, std_dev])
return np.array(results, dtype=np.double)
if __name__ == "__main__":
nstart = 400
nstop = 2800
step = 50
ncircuits = 100
nqbits0 = 100
nqbits1 = 50
seed = 0xdeadbeef
np.random.seed(seed)
results_graph0 = test_scaling_circuits(GraphState.new_zero_state
, nstart
, nstop
, step
, nqbits0
, ncircuits
, repeat=10)
np.random.seed(seed)
results_graph1 = test_scaling_circuits(GraphState.new_zero_state
, nstart
, nstop
, step
, nqbits1
, ncircuits
, repeat=10)
np.savetxt("circuit_scaling_graph0_measurements.csv", results_graph0)
print("saved results0 to circuit_scaling_graph0_measurements.csv")
np.savetxt("circuit_scaling_graph1_measurements.csv", results_graph1)
print("saved results1 to circuit_scaling_graph1_measurements.csv")
meta = {
"nstart": nstart
, "nstop": nstop
, "step": step
, "ncircuits": ncircuits
, "nqbits0": nqbits0
, "nqbits1": nqbits1
, "seed": seed}
with open("circuit_scaling_measurements_meta.json", "w") as fout:
json.dump(meta, fout)
print("saved meta to circuit_scaling_measurements_meta.json")

View File

@ -0,0 +1,29 @@
from collections import deque
import matplotlib
import matplotlib.pyplot as plt
import numpy as np
import json
matplotlib.rcParams.update({'errorbar.capsize': 2})
results_graph0 = np.genfromtxt("circuit_scaling_graph0_measurements.csv")
results_graph1 = np.genfromtxt("circuit_scaling_graph1_measurements.csv")
with open("circuit_scaling_measurements_meta.json") as fin:
meta = json.load(fin)
h0 = plt.errorbar(results_graph0[:, 0], results_graph0[:, 2], results_graph0[:, 3]
, label=f"Graphical Simulator $N_q={meta['nqbits0']}$ Qbits"
, marker="^"
, color="black")
h1 = plt.errorbar(results_graph1[:, 0], results_graph1[:, 2], results_graph1[:, 3]
, label=f"Graphical Simulator $N_q={meta['nqbits1']}$ Qbits"
, marker="o"
, color="black")
plt.legend(handles=[h0, h1])
plt.xlabel("Number of gates in circuit")
plt.ylabel("Execution time per circuit [s]")
plt.title(f"Execution Time for Random Circuits with Random Measurements")
plt.savefig("scaling_circuits_measurements_linear.png", dpi=400)
plt.show()

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