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| ### Performance Comparison (as of Tue Jul 23 11:47:53 UTC 2024) | ||
| ### Performance Comparison (as of Thu Jul 25 16:32:03 UTC 2024) | ||
| ## Compilation time | ||
| Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel | ||
| ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ||
| Ackermann | - | 2.33 | 2.09 | 0.34 | 1.31 | 1.25 | 1.38 | 1.33 | ||
| Bellman Ford | - | 3.44 | 3.66 | 1.09 | 3.63 | 3.91 | 3.75 | 4.38 | ||
| Dijkstra | - | 2.41 | 2.73 | 1.60 | 3.69 | 3.95 | 3.88 | 4.47 | ||
| Euler | - | 2.73 | 3.09 | 2.05 | 3.61 | 3.93 | 3.75 | 4.39 | ||
| Midpoint Explicit | - | 3.11 | 3.56 | 3.09 | 3.83 | 4.17 | 4.00 | 4.56 | ||
| Midpoint Fixed | - | 3.50 | 3.88 | 3.26 | 3.90 | 4.22 | 4.03 | 4.68 | ||
| RK4 | - | 3.84 | 4.23 | 3.84 | 4.35 | 4.60 | 4.50 | 5.12 | ||
| FD - L Convection | - | 2.34 | 2.76 | 0.88 | 3.58 | 3.87 | 3.76 | 4.39 | ||
| FD - NL Convection | - | 3.39 | 3.67 | 0.91 | 3.66 | 3.95 | 3.80 | 4.40 | ||
| FD - Poisson | - | 3.40 | 3.75 | 1.35 | 3.73 | 4.02 | 4.91 | 4.49 | ||
| FD - Laplace | - | 6.70 | 9.10 | 3.09 | 4.06 | 4.35 | 4.26 | 4.85 | ||
| M-D | - | 6.49 | 7.75 | 4.09 | 4.35 | 4.49 | 4.53 | 5.30 | ||
| Ackermann | - | 2.47 | 2.15 | 0.35 | 1.36 | 1.28 | 1.45 | 1.38 | ||
| Bellman Ford | - | 3.65 | 3.88 | 1.12 | 3.76 | 4.12 | 3.91 | 4.57 | ||
| Dijkstra | - | 2.46 | 2.77 | 1.63 | 3.80 | 4.06 | 3.99 | 4.67 | ||
| Euler | - | 2.89 | 3.22 | 2.15 | 3.79 | 4.09 | 3.84 | 4.53 | ||
| Midpoint Explicit | - | 3.24 | 3.61 | 3.19 | 3.96 | 4.39 | 4.13 | 4.72 | ||
| Midpoint Fixed | - | 3.63 | 4.01 | 3.34 | 4.00 | 4.34 | 4.20 | 4.92 | ||
| RK4 | - | 3.88 | 4.28 | 3.91 | 4.46 | 4.76 | 4.57 | 5.19 | ||
| FD - L Convection | - | 2.44 | 2.90 | 0.88 | 3.68 | 4.02 | 3.86 | 4.66 | ||
| FD - NL Convection | - | 3.50 | 3.73 | 0.92 | 3.79 | 4.16 | 3.90 | 4.59 | ||
| FD - Poisson | - | 3.58 | 3.95 | 1.39 | 3.81 | 4.10 | 5.08 | 4.57 | ||
| FD - Laplace | - | 6.90 | 9.58 | 3.16 | 4.14 | 4.46 | 4.41 | 5.03 | ||
| M-D | - | 6.78 | 8.18 | 4.18 | 4.47 | 4.65 | 4.77 | 5.61 | ||
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| ## Execution time | ||
| Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel | ||
| ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ||
| Ackermann (ms) | 292.00 | 2.87 | 3.03 | 9.73 | 1.55 | 1.50 | 9.34 | 3.93 | ||
| Bellman Ford (ms) | 1810.00 | 5.22 | 3.13 | 3.79 | 2.93 | 6.08 | 4.02 | 18.40 | ||
| Dijkstra (ms) | 5060.00 | 25.50 | 16.90 | 18.60 | 18.10 | 30.10 | 24.70 | 23.20 | ||
| Euler (ms) | 3880.00 | 25.70 | 24.70 | 36.80 | 14.90 | 143.00 | 18.70 | 128.00 | ||
| Midpoint Explicit (ms) | 7810.00 | 53.10 | 51.00 | 77.90 | 23.60 | 283.00 | 16.40 | 254.00 | ||
| Midpoint Fixed (ms) | 40200.00 | 251.00 | 91.60 | 367.00 | 75.30 | 1400.00 | 59.50 | 1230.00 | ||
| RK4 (ms) | 20300.00 | 157.00 | 35.00 | 137.00 | 36.80 | 485.00 | 36.70 | 405.00 | ||
| FD - L Convection (ms) | 2240.00 | 1.63 | 1.55 | 2.69 | 1.49 | 1.61 | 1.52 | 4.17 | ||
| FD - NL Convection (ms) | 2770.00 | 1.76 | 1.69 | 2.80 | 1.79 | 1.99 | 1.52 | 4.04 | ||
| FD - Poisson (ms) | 6210.00 | 2.89 | 5.56 | 7.16 | 2.77 | 3.82 | 2.63 | 5.64 | ||
| FD - Laplace (ms) | 580.00 | 65.10 | 150.00 | 246.00 | 58.20 | 306.00 | 59.30 | 331.00 | ||
| M-D (ms) | 15200.00 | 15.20 | 52.80 | 59.00 | 54.20 | 59.20 | 80.60 | 61.30 | ||
| Ackermann (ms) | 294.00 | 2.93 | 3.03 | 9.77 | 1.50 | 1.55 | 7.45 | 3.92 | ||
| Bellman Ford (ms) | 1780.00 | 5.24 | 3.12 | 3.84 | 2.95 | 6.16 | 4.20 | 18.30 | ||
| Dijkstra (ms) | 5030.00 | 25.40 | 17.30 | 19.80 | 18.00 | 30.50 | 24.20 | 22.60 | ||
| Euler (ms) | 3900.00 | 26.10 | 25.80 | 37.00 | 15.20 | 143.00 | 13.80 | 127.00 | ||
| Midpoint Explicit (ms) | 7950.00 | 52.50 | 51.30 | 77.40 | 23.10 | 281.00 | 15.80 | 253.00 | ||
| Midpoint Fixed (ms) | 40300.00 | 252.00 | 92.80 | 371.00 | 75.20 | 1390.00 | 61.70 | 1220.00 | ||
| RK4 (ms) | 20200.00 | 151.00 | 35.20 | 137.00 | 33.40 | 485.00 | 37.20 | 404.00 | ||
| FD - L Convection (ms) | 2220.00 | 1.65 | 1.62 | 2.70 | 1.46 | 1.63 | 1.32 | 4.12 | ||
| FD - NL Convection (ms) | 2760.00 | 1.78 | 1.71 | 2.84 | 1.67 | 1.99 | 1.38 | 4.12 | ||
| FD - Poisson (ms) | 6160.00 | 2.88 | 5.60 | 7.12 | 2.82 | 3.87 | 2.63 | 5.70 | ||
| FD - Laplace (ms) | 586.00 | 64.70 | 149.00 | 250.00 | 58.50 | 255.00 | 59.10 | 325.00 | ||
| M-D (ms) | 14700.00 | 15.20 | 53.00 | 59.10 | 54.40 | 59.70 | 80.30 | 60.20 |
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