Merge branch 'improved_performance_measurements'

This commit is contained in:
Daniel Knüttel 2020-03-24 19:27:29 +01:00
commit cb2c425caa
16 changed files with 337 additions and 259 deletions

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@ -2,12 +2,13 @@ from collections import deque
import matplotlib.pyplot as plt
import numpy as np
import json
from random import shuffle
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
from measure_circuit import execution_statistics, measure_all
def S_with_extra_arg(act, i):
return S(act)
@ -18,21 +19,35 @@ def test_scaling_qbits(state_factory
, ngates_per_qbit
, ncircuits
, **kwargs):
results = deque()
trials = deque()
for qbits in range(nstart, nstop):
N = (nstop - nstart)
print()
for n, qbits in enumerate(range(nstart, nstop)):
print(f"generating test data... {int(n/N * 100)} %", end="\r", flush=True)
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)
for circuit in circuits:
trials.append((qbits, circuit, state))
print("generating test data... done ")
print("running test with", qbits, "qbits")
N, avg, std_dev = execution_statistics(circuits, state, scale=qbits, **kwargs)
print("randomizing tests...", end="", flush=True)
shuffle(trials)
print(" done")
results = measure_all(trials, **kwargs)
N, avg, std_dev = execution_statistics(results, scale={i:i for i in range(nstart, nstop)}, **kwargs)
nqbits = [[i] for i in sorted(results.keys())]
N = [[i] for i in N]
avg = [[i] for i in avg]
std_dev = [[i] for i in std_dev]
return np.hstack([nqbits, N, avg, std_dev])
results.append([qbits, N, avg, std_dev])
return np.array(results, dtype=np.double)
if __name__ == "__main__":
nstart = 4

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@ -1,5 +1,5 @@
import timeit
from collections import deque
from collections import deque, defaultdict
import numpy as np
def measure_execution_time(circuit, state, repeat=100, **kwargs):
@ -14,17 +14,35 @@ def measure_execution_time(circuit, state, repeat=100, **kwargs):
results.append(stop - start)
return min(results)
def measure_all(input_circuits_and_states, **kwargs):
results = defaultdict(deque)
def execution_statistics(circuits, state, scale=1, **kwargs):
results = deque()
N = len(input_circuits_and_states)
for n, (key, circuit, state) in enumerate(input_circuits_and_states):
print(f"running tests... {int(n/N * 100)} %", end="\r", flush=True)
results[key].append(measure_execution_time(circuit, state, **kwargs))
print("running tests... done ")
return results
for circuit in circuits:
results.append(measure_execution_time(circuit, state, **kwargs))
results = np.array(results, dtype=np.double)
results /= scale
N = len(results)
avg = np.average(results)
std_dev = np.std(results) / np.sqrt(N)
def execution_statistics(results, scale=1, **kwargs):
Ns = deque()
avgs = deque()
std_devs = deque()
for k,v in sorted(results.items(), key=lambda x: x[0]):
result = np.array(v, dtype=np.double)
if(scale is not None):
result /= scale[k]
N = len(result)
avg = np.average(result)
std_dev = np.std(result) / np.sqrt(N)
return N, avg, std_dev
Ns.append(N)
avgs.append(avg)
std_devs.append(std_dev)
Ns = np.array(Ns).astype(np.int64)
avgs = np.array(avgs).astype(np.double)
std_devs = np.array(std_devs).astype(np.double)
return Ns, avgs, std_devs

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View File

@ -2,12 +2,13 @@ from collections import deque
import matplotlib.pyplot as plt
import numpy as np
import json
from random import shuffle
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
from measure_circuit import execution_statistics, measure_all
def S_with_extra_arg(act, i):
return S(act)
@ -19,20 +20,33 @@ def test_scaling_circuits(state_factory
, nqbits
, ncircuits
, **kwargs):
results = deque()
trials = deque()
for ngates in range(nstart, nstop, step):
N = (nstop - nstart) / step
print()
for n, ngates in enumerate(range(nstart, nstop, step)):
print(f"generating test data... {int(n/N * 100)} %", end="\r", flush=True)
measurement_circuit = list_to_circuit([M(i) for i in range(nqbits)])
circuits = [random_circuit(nqbits, ngates, X, H, S_with_extra_arg, CZ)
| measurement_circuit
for _ in range(ncircuits)]
state = state_factory(nqbits)
for circuit in circuits:
trials.append((ngates, circuit, state))
print("generating test data... done ")
print("running test with", ngates, "gates on", nqbits, "qbits")
print("randomizing tests...", end="", flush=True)
shuffle(trials)
print(" done")
N, avg, std_dev = execution_statistics(circuits, state, scale=1, **kwargs)
results.append([ngates, N, avg, std_dev])
results = measure_all(trials, **kwargs)
N, avg, std_dev = execution_statistics(results, scale=1, **kwargs)
ngates = [[i] for i in sorted(results.keys())]
N = [[i] for i in N]
avg = [[i] for i in avg]
std_dev = [[i] for i in std_dev]
return np.array(results, dtype=np.double)
return np.hstack([ngates, N, avg, std_dev])
if __name__ == "__main__":

View File

@ -2,12 +2,13 @@ from collections import deque
import matplotlib.pyplot as plt
import numpy as np
import json
from random import shuffle
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
from measure_circuit import execution_statistics, measure_all
def S_with_extra_arg(act, i):
return S(act)
@ -19,21 +20,33 @@ def test_scaling_circuits(state_factory
, nqbits
, ncircuits
, **kwargs):
results = deque()
trials = deque()
for ngates in range(nstart, nstop, step):
N = (nstop - nstart) / step
print()
for n, ngates in enumerate(range(nstart, nstop, step)):
print(f"generating test data... {int(n/N * 100)} %", end="\r", flush=True)
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)
for circuit in circuits:
trials.append((ngates, circuit, state))
print("generating test data... done ")
print("running test with", ngates, "gates on", nqbits, "qbits")
print("randomizing tests...", end="", flush=True)
shuffle(trials)
print(" done")
N, avg, std_dev = execution_statistics(circuits, state, scale=1, **kwargs)
results.append([ngates, N, avg, std_dev])
results = measure_all(trials, **kwargs)
N, avg, std_dev = execution_statistics(results, scale=1, **kwargs)
ngates = [[i] for i in sorted(results.keys())]
N = [[i] for i in N]
avg = [[i] for i in avg]
std_dev = [[i] for i in std_dev]
return np.array(results, dtype=np.double)
return np.hstack([ngates, N, avg, std_dev])
if __name__ == "__main__":

View File

@ -1,5 +1,5 @@
import timeit
from collections import deque
from collections import deque, defaultdict
import numpy as np
def measure_execution_time(circuit, state, repeat=100, **kwargs):
@ -14,17 +14,35 @@ def measure_execution_time(circuit, state, repeat=100, **kwargs):
results.append(stop - start)
return min(results)
def measure_all(input_circuits_and_states, **kwargs):
results = defaultdict(deque)
def execution_statistics(circuits, state, scale=1, **kwargs):
results = deque()
N = len(input_circuits_and_states)
for n, (key, circuit, state) in enumerate(input_circuits_and_states):
print(f"running tests... {int(n/N * 100)} %", end="\r", flush=True)
results[key].append(measure_execution_time(circuit, state, **kwargs))
print("running tests... done ")
return results
for circuit in circuits:
results.append(measure_execution_time(circuit, state, **kwargs))
results = np.array(results, dtype=np.double)
results /= scale
N = len(results)
avg = np.average(results)
std_dev = np.std(results) / np.sqrt(N)
def execution_statistics(results, scale=None, **kwargs):
Ns = deque()
avgs = deque()
std_devs = deque()
for k,v in sorted(results.items(), key=lambda x: x[0]):
result = np.array(v, dtype=np.double)
if(scale is not None):
result /= scale[k]
N = len(result)
avg = np.average(result)
std_dev = np.std(result) / np.sqrt(N)
return N, avg, std_dev
Ns.append(N)
avgs.append(avg)
std_devs.append(std_dev)
Ns = np.array(Ns).astype(np.int64)
avgs = np.array(avgs).astype(np.double)
std_devs = np.array(std_devs).astype(np.double)
return Ns, avgs, std_devs

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