From 0cd2dfa8b4fb7d506b1ebf83205d855e3c8fc28f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Kn=C3=BCttel?= Date: Mon, 23 Mar 2020 19:32:17 +0100 Subject: [PATCH] some work on performance stuff --- performance/generate_data_scaling_qbits.py | 6 +- performance/qbit_scaling_graph.csv | 24 ++--- performance/qbit_scaling_naive.csv | 24 ++--- .../regimes/circuit_scaling_graph0.csv | 96 +++++++++--------- .../circuit_scaling_graph0_measurements.csv | 48 +++++++++ .../regimes/circuit_scaling_graph1.csv | 96 +++++++++--------- .../circuit_scaling_graph1_measurements.csv | 48 +++++++++ .../circuit_scaling_measurements_meta.json | 1 + performance/regimes/circuit_scaling_meta.json | 2 +- .../regimes/generate_data_scaling_circuits.py | 3 +- ...rate_data_scaling_circuits_measurements.py | 82 +++++++++++++++ ...ot_scaling_circuits_measurements_linear.py | 29 ++++++ .../scaling_circuits_50qbit_linear.png | Bin 170648 -> 170688 bytes .../regimes/scaling_circuits_linear.png | Bin 199950 -> 199602 bytes .../scaling_circuits_measurements_linear.png | Bin 0 -> 249593 bytes performance/scaling_qbits_linear.png | Bin 188148 -> 187576 bytes performance/scaling_qbits_log.png | Bin 175635 -> 172460 bytes 17 files changed, 336 insertions(+), 123 deletions(-) create mode 100644 performance/regimes/circuit_scaling_graph0_measurements.csv create mode 100644 performance/regimes/circuit_scaling_graph1_measurements.csv create mode 100644 performance/regimes/circuit_scaling_measurements_meta.json create mode 100644 performance/regimes/generate_data_scaling_circuits_measurements.py create mode 100644 performance/regimes/plot_scaling_circuits_measurements_linear.py create mode 100644 performance/regimes/scaling_circuits_measurements_linear.png diff --git a/performance/generate_data_scaling_qbits.py b/performance/generate_data_scaling_qbits.py index 3afd270..db9537d 100644 --- a/performance/generate_data_scaling_qbits.py +++ b/performance/generate_data_scaling_qbits.py @@ -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") diff --git a/performance/qbit_scaling_graph.csv b/performance/qbit_scaling_graph.csv index cc17c29..f5f2636 100644 --- a/performance/qbit_scaling_graph.csv +++ b/performance/qbit_scaling_graph.csv @@ -1,12 +1,12 @@ -4.000000000000000000e+00 5.000000000000000000e+01 3.239394599904698983e-04 5.238557291679325816e-06 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"seed": 3735928559} \ No newline at end of file diff --git a/performance/regimes/circuit_scaling_meta.json b/performance/regimes/circuit_scaling_meta.json index a7d402d..afbb888 100644 --- a/performance/regimes/circuit_scaling_meta.json +++ b/performance/regimes/circuit_scaling_meta.json @@ -1 +1 @@ -{"nstart": 400, "nstop": 1800, "step": 50, "ncircuits": 50, "nqbits0": 100, "nqbits1": 50, "seed": 3735928559} \ No newline at end of file +{"nstart": 400, "nstop": 2800, "step": 50, "ncircuits": 100, "nqbits0": 100, "nqbits1": 50, "seed": 3735928559} \ No newline at end of file diff --git a/performance/regimes/generate_data_scaling_circuits.py b/performance/regimes/generate_data_scaling_circuits.py index 77afc65..daf6ff1 100644 --- a/performance/regimes/generate_data_scaling_circuits.py +++ b/performance/regimes/generate_data_scaling_circuits.py @@ -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) diff --git a/performance/regimes/generate_data_scaling_circuits_measurements.py b/performance/regimes/generate_data_scaling_circuits_measurements.py new file mode 100644 index 0000000..e011c46 --- /dev/null +++ b/performance/regimes/generate_data_scaling_circuits_measurements.py @@ -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") + diff --git a/performance/regimes/plot_scaling_circuits_measurements_linear.py b/performance/regimes/plot_scaling_circuits_measurements_linear.py new file mode 100644 index 0000000..d5a8a88 --- /dev/null +++ b/performance/regimes/plot_scaling_circuits_measurements_linear.py @@ -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]") 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