|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 120 nodes
|
greedy algorithm
|
|
|
1
|
0.951
|
|
|
163
|
155.04
|
|
|
0.000167
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.97
|
|
|
|
|
-188.43
|
-200
|
0.000134
|
|
|
|
1440000
|
Sherbrooke
|
IBM
|
|
2022
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
4-regular weighted graph, 80 nodes
|
greedy algorithm
|
|
|
1
|
0.946
|
|
|
88
|
83.23
|
|
|
0.0029
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
4-regular weighted graph, 80 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.955
|
|
|
88
|
84.01
|
|
|
0.0208
|
|
|
|
960000
|
Sherbrooke
|
IBM
|
|
2022
|
10000 shots
|
80
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
4-regular weighted graph, 70 nodes
|
greedy algorithm
|
|
|
1
|
0.943
|
|
|
83.75
|
78.96
|
|
|
0.0022
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
4-regular weighted graph, 70 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.962
|
|
|
83.75
|
80.58
|
|
|
0.0616
|
|
|
|
960000
|
Sherbrooke
|
IBM
|
|
2022
|
10000 shots
|
70
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
5-regular weighted graph, 60 nodes
|
greedy algorithm
|
|
|
1
|
0.96
|
|
|
76.25
|
73.22
|
|
|
0.0157
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
5-regular weighted graph, 60 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.971
|
|
|
76.25
|
74.01
|
|
|
0.101
|
|
|
|
960000
|
Sherbrooke
|
IBM
|
|
2022
|
10000 shots
|
60
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
7-regular weighted graph, 50 nodes
|
greedy algorithm
|
|
|
1
|
0.974
|
|
|
86.25
|
84.04
|
|
|
0.0367
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
7-regular weighted graph, 50 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.978
|
|
|
86.25
|
84.39
|
|
|
0.0771
|
|
|
|
960000
|
Sherbrooke
|
IBM
|
|
2022
|
10000 shots
|
50
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
6-regular weighted graph, 50 nodes
|
greedy algorithm
|
|
|
1
|
0.971
|
|
|
73.2
|
71.11
|
|
|
0.0367
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
6-regular weighted graph, 50 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.976
|
|
|
73.2
|
71.43
|
|
|
0.081
|
|
|
|
960000
|
Sherbrooke
|
IBM
|
|
2022
|
10000 shots
|
120
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.969
|
0.872
|
|
|
|
|
-149.98
|
-188
|
6.67e-05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 120 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.979
|
|
|
163
|
159.55
|
|
|
0.0859
|
|
|
|
1150000
|
Brisbane
|
IBM
|
|
|
12000 shots
|
50
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 100 nodes
|
greedy algorithm
|
|
|
1
|
0.955
|
|
|
135
|
128.86
|
|
|
0.0001
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 100 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.979
|
|
|
135
|
132.18
|
|
|
0.121
|
|
|
|
1200000
|
Brisbane
|
IBM
|
|
|
10000 shots
|
100
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 80 nodes
|
greedy algorithm
|
|
|
1
|
0.96
|
|
|
106
|
101.79
|
|
|
0.0001
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 80 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.983
|
|
|
106
|
104.23
|
|
|
0.138
|
|
|
|
1200000
|
Brisbane
|
IBM
|
|
|
10000 shots
|
80
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 32 nodes
|
QAOA (p = 11)
|
|
|
1
|
|
|
|
46
|
|
|
|
0.127
|
|
|
|
|
H2-1
|
Quantinuum
|
|
|
|
32
|
|
|
System Model H2
|
Quantinuum
|
2023
|
circuit
|
trapped ion
|
32
|
all-to-all
|
|
U1q, ZZ, RZZ
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 32 nodes
|
greedy algorithm
|
|
|
1
|
0.955
|
|
|
46
|
43.93
|
|
|
0.406
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 32 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.987
|
|
|
46
|
45.42
|
|
|
0.825
|
|
|
|
432000
|
Sherbrooke
|
IBM
|
|
2022
|
6000 shots
|
32
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 30 nodes
|
QAOA (p = 10)
|
|
|
1
|
|
|
|
43
|
|
|
|
0.104
|
|
|
|
|
H2-1
|
Quantinuum
|
|
|
|
32
|
|
|
System Model H2
|
Quantinuum
|
2023
|
circuit
|
trapped ion
|
32
|
all-to-all
|
|
U1q, ZZ, RZZ
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 30 nodes
|
greedy algorithm
|
|
|
1
|
0.963
|
|
|
43
|
41.43
|
|
|
0.468
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 30 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.994
|
|
|
43
|
42.75
|
|
|
0.918
|
|
|
|
432000
|
Sherbrooke
|
IBM
|
|
2022
|
6000 shots
|
30
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 28 nodes
|
QAOA (p = 10)
|
|
|
1
|
|
|
|
40
|
|
|
|
0.178
|
|
|
|
|
H2-1
|
Quantinuum
|
|
|
|
32
|
|
|
System Model H2
|
Quantinuum
|
2023
|
circuit
|
trapped ion
|
32
|
all-to-all
|
|
U1q, ZZ, RZZ
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 28 nodes
|
greedy algorithm
|
|
|
1
|
0.971
|
|
|
40
|
38.82
|
|
|
0.62
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
max-cut
|
3-regular unweighted graph, 28 nodes
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.995
|
|
|
40
|
39.82
|
|
|
0.944
|
|
|
|
432000
|
Sherbrooke
|
IBM
|
|
2022
|
6000 shots
|
28
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.975
|
0.897
|
|
|
|
|
-148.52
|
-180
|
6.67e-05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
0.995
|
0.983
|
|
|
|
|
-182.97
|
-188
|
0.175
|
|
|
|
1800000
|
Brisbane
|
IBM
|
|
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.973
|
0.902
|
|
|
|
|
-142.98
|
-170
|
6.67e-05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
0.995
|
0.982
|
|
|
|
|
-173.25
|
-178
|
0.169
|
|
|
|
1440000
|
Brisbane
|
IBM
|
|
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.98
|
0.858
|
|
|
|
|
-146.14
|
-194
|
6.67e-05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.978
|
|
|
|
|
-193.42
|
-202
|
0.0192
|
|
|
|
1440000
|
Brisbane
|
IBM
|
|
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
quantum annealing (annealing time = 1000 µs)
|
|
|
0.995
|
|
|
|
|
|
|
-194
|
3.77e-06
|
|
|
|
|
Advantage
|
D-Wave
|
|
|
|
|
|
|
Advantage
|
D-Wave
|
2020
|
annealing
|
superconducting
|
5000
|
Pegasus
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.974
|
0.881
|
|
|
|
|
-151.75
|
-188
|
0.000267
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.988
|
|
|
|
|
-193.15
|
-198
|
0.203
|
|
|
|
1440000
|
Sherbrooke
|
IBM
|
|
2022
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
quantum annealing (annealing time = 1000 µs)
|
|
|
1
|
|
|
|
|
|
|
-198
|
7.53e-07
|
|
|
|
|
Advantage
|
D-Wave
|
|
|
|
|
|
|
Advantage
|
D-Wave
|
2020
|
annealing
|
superconducting
|
5000
|
Pegasus
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
greedy algorithm
|
|
|
0.979
|
0.881
|
|
|
|
|
-152.63
|
-190
|
6.67e-05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
Q-CTRL (QAOA, p = 1)
|
|
|
1
|
0.98
|
|
|
|
|
-190.37
|
-198
|
0.118
|
|
|
|
1440000
|
Sherbrooke
|
IBM
|
|
2022
|
15000 shots
|
127
|
|
|
Eagle r3
|
IBM
|
|
circuit
|
superconducting
|
127
|
heavy-hex lattice
|
|
X, SX, RZ, ECR
|
|
June 3, 2024
|
higher-order binary optimization
|
random cubic Ising model, 127 spins
|
quantum annealing (annealing time = 1000 µs)
|
|
|
1
|
|
|
|
|
|
|
-200
|
7.53e-07
|
|
|
|
|
Advantage
|
D-Wave
|
|
|
|
|
|
|
Advantage
|
D-Wave
|
2020
|
annealing
|
superconducting
|
5000
|
Pegasus
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 50 nodes, p = 0.8
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.03
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, p = 0.8
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.01
|
|
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DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.2
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
0.96
|
|
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|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 30 nodes, p = 0.2
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.1
|
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DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, p = 0.2
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.25
|
|
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DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 50 nodes, p = 0.2
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.26
|
|
|
|
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|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, p = 0.2
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.3
|
|
|
|
|
|
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|
|
|
|
|
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|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.5
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
0.99
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 30 nodes, p = 0.5
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, p = 0.5
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.04
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 50 nodes, p = 0.5
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.05
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, p = 0.5
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.12
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.8
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
0.99
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 30 nodes, p = 0.8
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Jan. 1, 2023
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, p = 0.8
|
quantum annealing (annealing time = 200 µs)
|
minor-embedding (relative chain strength = 0.25)
|
1.01
|
|
|
|
|
|
|
|
|
|
|
|
|
|
DW_2000Q_6
|
D-Wave
|
|
|
500 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
|
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|
0.49763840787237856 ± 5.551115123125783e-17
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.49763840787237856 ± 5.551115123125783e-17
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.4735434249700259 ± 0.055967956428957556
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.4963729078254153 ± 0.01211081621770931
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.496528349868894 ± 0.0044141710235058515
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.19017952840686755 ± 2.7755575615628914e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
|
|
|
|
0.4971179240553951 ± 0.0009505612682078538
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
|
|
|
|
0.4971951448461011 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4978539684554843 ± 5.551115123125783e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4978539684554843 ± 5.551115123125783e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.48719461855064017 ± 0.020713010055264824
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.4986088840138957 ± 1.9965768449416966e-05
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph msc23052, 5722 nodes, 103391 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.493072462206431 ± 0.0025013186759131924
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.42360558 ± 0.0005791901526284674
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
|
|
|
|
0.45772334000000003 ± 0.00048663449173275565
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
|
|
|
|
0.4575786666666667 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.457262 ± 5.551115123125783e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.45800216666666665 ± 5.551115123125783e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.43933500000000003 ± 0.01870426620034407
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.45839208333333337 ± 0.00016717358659654942
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph GirvanNewman, 10000 nodes, 75000 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.45832708333333333 ± 0.016285066355244675
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.49858749159674465 ± 5.551115123125783e-17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
|
|
|
|
0.4972438339407551 ± 0.0009614883956833351
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
|
|
|
|
0.4986047956391265 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4986731429016471 ± 0
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4986731429016471 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.43095799059575113 ± 0.03911237895628643
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.4986731429016471 ± 1.1835236267205676e-05
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph finan512-10k, 10000 nodes, 28098 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.48430961166032876 ± 0.014339615029054509
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
738 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
738 ± 0
|
|
|
|
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
737 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
738 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
KaHIP (--mh_enable_kabapE --preconfiguration=fast)
|
|
|
|
|
|
|
|
737 ± 3824.02775094533
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
737 ± 0
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph vsp_msc10848_300sep_100in_1Kout, 21996 nodes, 1221028 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
738 ± 0
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
216 ± 21.597222043586992
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
270 ± 0
|
|
|
|
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
280 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
222 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
KaHIP (--mh_enable_kabapE --preconfiguration=fast)
|
|
|
|
|
|
|
|
228.5 ± 11.412274094149685
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
241 ± 0
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
310 ± 0.4
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
432.5 ± 73.88748202503588
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
378 ± 0
|
|
|
|
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
410 ± 2.0999999999999996
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
417 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
KaHIP (--mh_enable_kabapE --preconfiguration=fast)
|
|
|
|
|
|
|
|
387.5 ± 34.12052168417124
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
481 ± 72.36960688023667
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph cti from Graph Partitioning Archive, 16840 nodes, 48232 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
411 ± 0
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
9016.5 ± 2309.918753982486
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
6416 ± 0
|
|
|
|
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
8666 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
6408 ± 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
KaHIP (--mh_enable_kabapE --preconfiguration=fast)
|
|
|
|
|
|
|
|
6564 ± 2783.9244763462957
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
6409 ± 1292.1000000000001
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph bcsstk30 from Graph Partitioning Archive, 28924 nodes, 1007284 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
6589 ± 0
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
214.5 ± 38.14760805083328
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
171 ± 0
|
|
|
|
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
147 ± 7.5
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
146 ± 0.7000000000000001
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
KaHIP (--mh_enable_kabapE --preconfiguration=fast)
|
|
|
|
|
|
|
|
172.5 ± 14.58115221784616
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
148 ± 14.60958589419974
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
2-way graph partitioning
|
graph 4elt from Graph Partitioning Archive, 15606 nodes, 45878 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
147.5 ± 18.9971050426111
|
|
|
|
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.011363363700293371 ± 1.734723475976807e-18
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
|
|
|
|
0.4545559877097633 ± 0.00013735477812595209
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
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|
0.45439621266450286 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
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|
0.4549651241640958 ± 0
|
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|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4545575556244623 ± 0
|
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|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.44245435421573803 ± 0.034161803089069805
|
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|
|
|
|
|
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|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.4546733232998191 ± 0.00012566582929033818
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph lancichinettil, 10000 nodes, 76133 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.454158709818023 ± 9.483785023470569e-05
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.4971104738979831 ± 0
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
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|
|
0.49853066542328434 ± 0.0002440604551888371
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
|
|
|
|
0.49843050852679077 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel optimization (subproblem size = 64), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.4986153811217449 ± 5.551115123125783e-17
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel optimization (subproblem size = 20), Gurobi
|
|
|
|
|
|
|
|
|
|
|
|
0.49861467539593435 ± 0
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
asynchronous fluid communities using NetworkX
|
|
|
|
|
|
|
|
|
|
|
|
0.4512619418162839 ± 0.06524904515316089
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel quantum local search (subproblem size = 64), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.49799282344390816 ± 0.0009180077014649417
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph roadNet-PA-20k, 20000 nodes, 26935 edges
|
multilevel quantum local search (subproblem size = 20), quantum annealing (annealing time = 20 µs)
|
|
|
|
|
|
|
|
|
|
|
|
0.496476111853268 ± 3.2822204110898436e-05
|
|
|
|
2000Q
|
D-Wave
|
Los Alamos National Laboratory
|
|
10000 shots
|
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
spectral clustering using scikit-learn
|
|
|
|
|
|
|
|
|
|
|
|
0.45257964911254234 ± 0.020227479314713807
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator), simulator using Qiskit Aer
|
|
|
|
|
|
|
|
|
|
|
|
0.4973307665933562 ± 0.0004897038362438098
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Feb. 3, 2021
|
modularity maximization
|
graph opsahl-powergrid, 4941 nodes, 6594 edges
|
multilevel quantum local search (subproblem size = 20), QAOA (hardware-efficient ansatz, SBPLX optimizer run for 2000 iterations using simulator)
|
|
|
|
|
|
|
|
|
|
|
|
0.4976111774851799 ± 0
|
|
|
|
Poughkeepsie
|
IBM
|
|
|
5000 shots
|
|
|
|
Q 20
|
IBM
|
|
circuit
|
superconducting
|
20
|
heavy-hex lattice
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.92
|
|
|
|
|
|
|
|
|
|
|
0.1603
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9975
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9992
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.71
|
|
|
|
|
|
|
|
|
|
|
0.0884
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.84
|
|
|
|
|
|
|
|
|
|
|
0.4239
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9976
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9992
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.71
|
|
|
|
|
|
|
|
|
|
|
0.0884
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.84
|
|
|
|
|
|
|
|
|
|
|
0.4239
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9976
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9992
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.71
|
|
|
|
|
|
|
|
|
|
|
0.0884
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.84
|
|
|
|
|
|
|
|
|
|
|
0.4239
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9988
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9995
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
8
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.7
|
|
|
|
|
|
|
|
|
|
|
0.075
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
8 variables, 9 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.85
|
|
|
|
|
|
|
|
|
|
|
0.4673
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.279
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.95
|
|
|
|
|
|
|
|
|
|
|
0.6111
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.81
|
|
|
|
|
|
|
|
|
|
|
0.0187
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.87
|
|
|
|
|
|
|
|
|
|
|
0.0408
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.97
|
|
|
|
|
|
|
|
|
|
|
0.7586
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.99
|
|
|
|
|
|
|
|
|
|
|
0.9248
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.76
|
|
|
|
|
|
|
|
|
|
|
0.0215
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.86
|
|
|
|
|
|
|
|
|
|
|
0.071
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.98
|
|
|
|
|
|
|
|
|
|
|
0.8812
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.99
|
|
|
|
|
|
|
|
|
|
|
0.9579
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.77
|
|
|
|
|
|
|
|
|
|
|
0.0218
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.87
|
|
|
|
|
|
|
|
|
|
|
0.103
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.93
|
|
|
|
|
|
|
|
|
|
|
0.5268
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.97
|
|
|
|
|
|
|
|
|
|
|
0.7769
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
12
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.77
|
|
|
|
|
|
|
|
|
|
|
2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
12 variables, 13 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.86
|
|
|
|
|
|
|
|
|
|
|
0.0544
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.0122
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.0482
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.79
|
|
|
|
|
|
|
|
|
|
|
0.0022
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.87
|
|
|
|
|
|
|
|
|
|
|
0.0087
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.1085
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.94
|
|
|
|
|
|
|
|
|
|
|
0.3612
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.77
|
|
|
|
|
|
|
|
|
|
|
0.0033
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.88
|
|
|
|
|
|
|
|
|
|
|
0.0182
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.0088
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.91
|
|
|
|
|
|
|
|
|
|
|
0.0337
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.8
|
|
|
|
|
|
|
|
|
|
|
0.0025
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.9
|
|
|
|
|
|
|
|
|
|
|
0.0022
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.99
|
|
|
|
|
|
|
|
|
|
|
0.8938
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
1
|
|
|
|
|
|
|
|
|
|
|
0.9701
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.76
|
|
|
|
|
|
|
|
|
|
|
0.0034
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.89
|
|
|
|
|
|
|
|
|
|
|
0.0903
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.95
|
|
|
|
|
|
|
|
|
|
|
0.512
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 30 µs)
|
|
0.98
|
|
|
|
|
|
|
|
|
|
|
0.7832
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.76
|
|
|
|
|
|
|
|
|
|
|
0.0034
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.88
|
|
|
|
|
|
|
|
|
|
|
0.0415
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
quantum annealing (annealing time = 3 µs)
|
|
0.9
|
|
|
|
|
|
|
|
|
|
|
0.0484
|
|
|
DW_2000Q_2_1
|
D-Wave
|
|
|
250 shots, problem instance maps directly onto Chimera architecture
|
18
|
|
|
2000Q
|
D-Wave
|
2017
|
annealing
|
superconducting
|
2000
|
Chimera
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 1, run on simulator)
|
|
0.78
|
|
|
|
|
|
|
|
|
|
|
0.0031
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
June 2, 2020
|
2-SAT
|
18 variables, 19 clauses
|
QAOA (p = 5, run on simulator)
|
|
0.89
|
|
|
|
|
|
|
|
|
|
|
0.0083
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.38
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.7
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.28
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
5
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
39
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.22
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.46
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.28
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
5
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.09
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.46
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.03
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
5
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.21
|
3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.0019
|
3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.5
|
3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.02
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
4
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.12
|
3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.00037
|
2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.46
|
3
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.01
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.1
|
|
|
|
|
|
|
|
|
65
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
102
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
198
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
108
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
108
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.2
|
|
|
|
|
|
|
|
|
102
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
110
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
233
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
118
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
118
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
110
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
269
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
2
|
|
|
|
|
|
|
|
|
423
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
303
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
278
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
10
|
|
|
|
|
|
|
|
|
266
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
295
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
2
|
|
|
|
|
|
|
|
|
414
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
347
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
328
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
10
|
|
|
|
|
|
|
|
|
290
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
65
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
83
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
111
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 12 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
66
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.1
|
|
|
|
|
|
|
|
|
70
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.2
|
|
|
|
|
|
|
|
|
73
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
73
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
115
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 10 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
71
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.05
|
|
|
|
|
|
|
|
|
26
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
29
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
2
|
|
|
|
|
|
|
|
|
29
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
40
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
27
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 8 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
|
|
|
|
|
|
|
|
27
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
0.05
|
|
|
|
|
|
|
|
|
24
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.5
|
|
|
|
|
|
|
|
|
24
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
METIS + simulated annealing
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
29
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
29
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
QSage
|
|
|
|
|
50
|
|
|
|
|
|
|
|
|
24
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way CH partitioning
|
Erdős-Rényi graph, 6 nodes, p = 0.9
|
quantum annealing using sapi
|
|
|
|
|
0.3
|
|
|
|
|
|
|
|
|
24
|
|
2X
|
D-Wave
|
|
|
1000 shots
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.76
|
17
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.5
|
9
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.33
|
9
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 20 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
15
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.6
|
14
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.7
|
8
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.42
|
8
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 18 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
10
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
simulated annealing
|
|
|
|
|
0.47
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
METIS
|
|
|
|
|
0.47
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
qbsolv
|
|
|
|
|
0.32
|
3
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 16 nodes, p = 0.9
|
QSage (time-out = 60 s)
|
|
|
|
|
60
|
5
|
|
|
|
|
|
|
|
|
|
2X
|
D-Wave
|
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Jan. 26, 2018
|
4-way graph partitioning
|
Erdős-Rényi graph, 14 nodes, p = 0.9
|
Gurobi
|
|
|
|
|
1000
|
4
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph bcsstk33 from Graph Partitioning Archive, 8738 nodes, 291583 edges
|
METIS (running time = 600 s)
|
|
|
|
|
|
10244
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph bcsstk33 from Graph Partitioning Archive, 8738 nodes, 291583 edges
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
10171
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph 3elt from Graph Partitioning Archive, 4720 nodes, 13722 edges
|
KaFFPaE using KaHIP (running time = 600 s)
|
|
|
|
|
|
90
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph 3elt from Graph Partitioning Archive, 4720 nodes, 13722 edges
|
METIS (running time = 600 s)
|
|
|
|
|
|
91
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph 3elt from Graph Partitioning Archive, 4720 nodes, 13722 edges
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
90
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
KaFFPaE using KaHIP (running time = 600 s)
|
|
|
|
|
|
189
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
209
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
180
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
121
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
66
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
29
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
20
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
12
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Peptide 1aft electronic structure graph, 384 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
12
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
28666
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
26003
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
22371
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
15922
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
20876
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
2648
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
706
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Phenyl dendrimer electronic structure graph, 730 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
706
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 1000 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
421327
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 1000 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
420970
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 1000 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
392018
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 1000 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
392258
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
METIS (running time = 600 s)
|
|
|
|
|
|
225
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph data from Graph Partitioning Archive, 2851 nodes, 15093 edges
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
191
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph add20 from Graph Partitioning Archive, 2395 nodes, 7462 edges
|
KaFFPaE using KaHIP (running time = 600 s)
|
|
|
|
|
|
613
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph add20 from Graph Partitioning Archive, 2395 nodes, 7462 edges
|
METIS (running time = 600 s)
|
|
|
|
|
|
723
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph add20 from Graph Partitioning Archive, 2395 nodes, 7462 edges
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
602
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 70 nodes, variable p
|
KaFFPa using KaHIP (running time = 600 s)
|
|
|
|
|
|
1042
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 70 nodes, variable p
|
METIS (running time = 600 s)
|
|
|
|
|
|
1039
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 70 nodes, variable p
|
quantum annealing using sapi (running time = 600 s)
|
|
|
|
|
|
1045
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, variable p
|
KaFFPa using KaHIP (running time = 600 s)
|
|
|
|
|
|
765
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, variable p
|
METIS (running time = 600 s)
|
|
|
|
|
|
766
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 60 nodes, variable p
|
quantum annealing using sapi (running time = 600 s)
|
|
|
|
|
|
768
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, variable p
|
KaFFPa using KaHIP (running time = 600 s)
|
|
|
|
|
|
334
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 1000 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
334631
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, variable p
|
METIS (running time = 600 s)
|
|
|
|
|
|
334
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
Erdős-Rényi graph, 40 nodes, variable p
|
quantum annealing using sapi (running time = 600 s)
|
|
|
|
|
|
334
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 1000 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
334301
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 1000 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
221826
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 1000 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
221420
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 500 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
105061
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 500 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
105057
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 500 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
98073
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 500 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
97695
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 500 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
83175
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 500 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
83055
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 500 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
55333
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 500 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
54999
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 250 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
26224
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
16-way graph partitioning
|
random dense graph, 250 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
26176
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 250 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
24384
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
8-way graph partitioning
|
random dense graph, 250 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
24459
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 250 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
20884
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
4-way graph partitioning
|
random dense graph, 250 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
20587
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 250 nodes
|
METIS (running time = 600 s)
|
|
|
|
|
|
13691
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
random dense graph, 250 nodes
|
qbsolv (running time = 600 s)
|
|
|
|
|
|
13600
|
|
|
|
|
|
|
|
|
|
Ising
|
D-Wave
|
Los Alamos National Laboratory
|
|
|
|
|
|
2X
|
D-Wave
|
2015
|
annealing
|
superconducting
|
1000
|
Chimera
|
|
|
|
Nov. 12, 2017
|
2-way graph partitioning
|
graph bcsstk33 from Graph Partitioning Archive, 8738 nodes, 291583 edges
|
KaFFPaE using KaHIP (running time = 600 s)
|
|
|
|
|
|
10171
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|