Supported Benchmark Algorithms

The current release includes the following benchmark algorithms, with each abbreviated benchmark_name mapped to its full description in the table below:

Hide code cell source 
 1from mqt.bench.benchmarks import get_benchmark_catalog
 2import pandas as pd
 3from IPython.display import HTML
 4
 5df = pd.DataFrame(
 6    [
 7        {"Actual Benchmark": desc or name, "benchmark_name": name}
 8        for name, desc in sorted(get_benchmark_catalog().items())
 9    ]
10)
11
12def dark_even_rows(s):
13    return ['background-color:#262626;color:#f8f8f8' if s.name % 2 else '' for _ in s]
14
15html = (
16    df.style
17      .apply(dark_even_rows, axis=1)                         # zebra rows
18      .set_table_styles([
19          # index cells in zebra rows
20          {'selector': 'tr:nth-child(even) th',
21           'props': [('background-color','#262626'),
22                     ('color','#f8f8f8')]},
23
24          # entire header row
25          {'selector': 'thead th',
26           'props': [('background-color','#3b3b3b'),
27                     ('color','#f8f8f8')]}
28      ], overwrite=False)
29      .to_html()
30)
31
32HTML(html)
  Actual Benchmark benchmark_name
0 Amplitude Estimation ae
1 Cardinality Circuit (QUARK) bmw_quark_cardinality
2 Copula Circuit (QUARK) bmw_quark_copula
3 Bernstein-Vazirani bv
4 Cuccaro-Draper-Kutin-Moulton (CDKM) Ripple-Carry Adder cdkm_ripple_carry_adder
5 Deutsch-Jozsa dj
6 Draper QFT Adder draper_qft_adder
7 Full Adder full_adder
8 GHZ State ghz
9 Graph State graphstate
10 Grover's Algorithm grover
11 Half Adder half_adder
12 Harrow-Hassidim-Lloyd Algorithm (HHL) hhl
13 Häner-Roetteler-Svore (HRS) Cumulative Multiplier hrs_cumulative_multiplier
14 Modular Adder modular_adder
15 Multiplier multiplier
16 Quantum Approximation Optimization Algorithm (QAOA) qaoa
17 Quantum Fourier Transformation (QFT) qft
18 QFT with GHZ state input qftentangled
19 Quantum Neural Network (QNN) qnn
20 Quantum Phase Estimation (QPE) exactly representable phase qpeexact
21 Quantum Phase Estimation (QPE) not exactly representable phase qpeinexact
22 Quantum Walk qwalk
23 Random Quantum Circuit randomcircuit
24 Ruiz-Garcia (RG) QFT Multiplier rg_qft_multiplier
25 Shor's Algorithm shor
26 Vedral-Barenco-Eker (VBE) Ripple-Carry Adder vbe_ripple_carry_adder
27 Real Amplitudes ansatz vqe_real_amp
28 Efficient SU2 ansatz vqe_su2
29 Two-local ansatz vqe_two_local
30 W-State wstate

See the benchmark description for further details on the individual benchmarks.