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| ### Performance Comparison (as of Mon Jul 22 11:39:32 UTC 2024) | ||
| ### Performance Comparison (as of Mon Jul 22 12:17:37 UTC 2024) | ||
| ## Compilation time | ||
| Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel | ||
| ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ||
| Ackermann | - | 2.30 | 2.04 | 0.33 | 1.31 | 1.20 | 1.39 | 1.33 | ||
| Bellman Ford | - | 3.47 | 3.72 | 1.17 | 3.72 | 3.95 | 3.94 | 4.52 | ||
| Dijkstra | - | 2.38 | 2.63 | 1.58 | 3.68 | 3.94 | 3.84 | 4.39 | ||
| Euler | - | 2.72 | 3.06 | 2.11 | 3.66 | 3.94 | 3.70 | 4.30 | ||
| Midpoint Explicit | - | 3.05 | 3.41 | 3.03 | 3.81 | 4.13 | 3.97 | 4.57 | ||
| Midpoint Fixed | - | 3.59 | 3.95 | 3.30 | 3.95 | 4.32 | 4.13 | 4.90 | ||
| RK4 | - | 4.02 | 4.43 | 4.00 | 4.46 | 4.73 | 4.55 | 5.14 | ||
| FD - L Convection | - | 2.38 | 2.81 | 0.89 | 3.63 | 3.98 | 3.81 | 4.51 | ||
| FD - NL Convection | - | 3.51 | 3.82 | 0.93 | 3.73 | 4.07 | 3.90 | 4.53 | ||
| FD - Poisson | - | 3.60 | 3.93 | 1.41 | 3.85 | 4.12 | 5.18 | 4.66 | ||
| FD - Laplace | - | 7.13 | 9.56 | 3.18 | 4.07 | 4.48 | 4.40 | 5.03 | ||
| M-D | - | 6.94 | 8.30 | 4.29 | 4.51 | 4.62 | 4.74 | 5.48 | ||
| Ackermann | - | 2.27 | 2.07 | 0.33 | 1.30 | 1.23 | 1.37 | 1.34 | ||
| Bellman Ford | - | 3.43 | 3.66 | 1.09 | 3.64 | 3.91 | 3.77 | 4.37 | ||
| Dijkstra | - | 2.41 | 2.68 | 1.60 | 3.69 | 3.90 | 3.86 | 4.42 | ||
| Euler | - | 2.71 | 3.03 | 2.05 | 3.60 | 3.95 | 3.73 | 4.36 | ||
| Midpoint Explicit | - | 3.07 | 3.43 | 3.04 | 3.84 | 4.15 | 3.95 | 4.55 | ||
| Midpoint Fixed | - | 3.46 | 3.86 | 3.25 | 3.89 | 4.21 | 4.01 | 4.68 | ||
| RK4 | - | 3.80 | 4.19 | 3.86 | 4.42 | 4.63 | 4.41 | 5.08 | ||
| FD - L Convection | - | 2.45 | 2.72 | 0.88 | 3.57 | 3.90 | 3.79 | 4.68 | ||
| FD - NL Convection | - | 3.36 | 3.84 | 0.90 | 3.61 | 3.93 | 3.79 | 4.66 | ||
| FD - Poisson | - | 3.43 | 3.73 | 1.54 | 3.69 | 4.08 | 4.97 | 4.46 | ||
| FD - Laplace | - | 6.68 | 8.85 | 3.06 | 4.00 | 4.32 | 4.26 | 4.85 | ||
| M-D | - | 6.45 | 7.69 | 4.06 | 4.31 | 4.47 | 4.56 | 5.30 | ||
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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) | 298.00 | 2.85 | 3.03 | 9.63 | 1.50 | 1.55 | 10.10 | 4.33 | ||
| Bellman Ford (ms) | 1800.00 | 5.21 | 3.21 | 3.78 | 2.94 | 5.94 | 4.01 | 18.70 | ||
| Dijkstra (ms) | 4910.00 | 24.50 | 15.70 | 19.60 | 18.70 | 29.60 | 22.50 | 22.30 | ||
| Euler (ms) | 3860.00 | 25.70 | 25.10 | 37.60 | 14.70 | 143.00 | 14.30 | 126.00 | ||
| Midpoint Explicit (ms) | 7820.00 | 52.30 | 51.00 | 77.20 | 22.50 | 279.00 | 16.50 | 253.00 | ||
| Midpoint Fixed (ms) | 40000.00 | 252.00 | 91.60 | 367.00 | 76.70 | 1430.00 | 58.70 | 1250.00 | ||
| RK4 (ms) | 20100.00 | 152.00 | 36.00 | 136.00 | 34.80 | 485.00 | 40.20 | 402.00 | ||
| FD - L Convection (ms) | 2230.00 | 1.62 | 1.50 | 2.66 | 1.49 | 1.84 | 1.32 | 4.14 | ||
| FD - NL Convection (ms) | 2770.00 | 1.78 | 1.71 | 2.82 | 1.81 | 2.04 | 1.40 | 4.17 | ||
| FD - Poisson (ms) | 6390.00 | 3.03 | 5.64 | 7.13 | 2.72 | 3.74 | 2.60 | 5.66 | ||
| FD - Laplace (ms) | 584.00 | 64.80 | 149.00 | 246.00 | 58.40 | 256.00 | 58.80 | 325.00 | ||
| M-D (ms) | 15000.00 | 15.20 | 52.60 | 59.00 | 54.30 | 59.10 | 80.60 | 60.80 | ||
| Ackermann (ms) | 296.00 | 2.89 | 3.04 | 9.84 | 1.50 | 1.50 | 8.96 | 3.93 | ||
| Bellman Ford (ms) | 1820.00 | 5.21 | 3.28 | 3.86 | 2.97 | 5.96 | 4.40 | 18.80 | ||
| Dijkstra (ms) | 4870.00 | 25.00 | 16.30 | 19.30 | 18.50 | 30.60 | 24.60 | 22.50 | ||
| Euler (ms) | 3950.00 | 24.90 | 24.80 | 37.90 | 14.60 | 142.00 | 13.50 | 126.00 | ||
| Midpoint Explicit (ms) | 8190.00 | 52.20 | 52.20 | 77.00 | 23.30 | 278.00 | 15.50 | 251.00 | ||
| Midpoint Fixed (ms) | 41200.00 | 251.00 | 92.70 | 370.00 | 74.60 | 1380.00 | 62.80 | 1220.00 | ||
| RK4 (ms) | 20400.00 | 159.00 | 35.70 | 138.00 | 34.80 | 485.00 | 37.30 | 401.00 | ||
| FD - L Convection (ms) | 2220.00 | 1.62 | 1.50 | 2.66 | 1.45 | 1.84 | 1.31 | 4.06 | ||
| FD - NL Convection (ms) | 2750.00 | 1.77 | 1.70 | 2.78 | 1.65 | 2.20 | 1.55 | 4.22 | ||
| FD - Poisson (ms) | 6290.00 | 2.99 | 5.60 | 7.18 | 2.78 | 3.77 | 2.63 | 5.64 | ||
| FD - Laplace (ms) | 576.00 | 64.50 | 149.00 | 244.00 | 58.20 | 305.00 | 59.80 | 324.00 | ||
| M-D (ms) | 15400.00 | 15.20 | 53.00 | 59.00 | 53.60 | 59.00 | 80.20 | 61.60 |
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