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Expand Up @@ -89,38 +89,38 @@ Solves a 2D Laplace problem using Finite Differences methods. The code is adapte

Runs a molecular dynamics simulation. The code is adapted from examples written by [J. Burkardt](https://people.sc.fsu.edu/~jburkardt/py_src/py_src.html)
## Development branch results
### Performance Comparison (as of Fri Jul 19 11:46:40 UTC 2024)
### Performance Comparison (as of Fri Jul 19 12:20:57 UTC 2024)
## Compilation time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann | - | 2.27 | 2.06 | 0.33 | 1.31 | 1.28 | 1.37 | 1.33
Bellman Ford | - | 3.42 | 3.66 | 1.10 | 3.65 | 3.91 | 3.76 | 4.37
Dijkstra | - | 2.38 | 2.68 | 1.61 | 3.68 | 3.91 | 3.84 | 4.41
Euler | - | 2.71 | 3.03 | 2.06 | 3.60 | 3.91 | 3.72 | 4.35
Midpoint Explicit | - | 3.13 | 3.46 | 3.04 | 3.85 | 4.14 | 3.93 | 4.53
Midpoint Fixed | - | 3.49 | 3.87 | 3.26 | 3.88 | 4.24 | 4.05 | 4.63
RK4 | - | 3.79 | 4.20 | 3.78 | 4.33 | 4.59 | 4.41 | 5.02
FD - L Convection | - | 2.31 | 2.69 | 0.88 | 3.59 | 3.90 | 3.72 | 4.30
FD - NL Convection | - | 3.36 | 3.54 | 0.89 | 3.58 | 3.92 | 3.78 | 4.31
FD - Poisson | - | 3.44 | 3.71 | 1.33 | 3.68 | 4.00 | 4.91 | 4.41
FD - Laplace | - | 6.53 | 8.84 | 3.07 | 3.99 | 4.30 | 4.24 | 4.81
M-D | - | 6.35 | 7.69 | 4.07 | 4.35 | 4.50 | 4.57 | 5.24
Ackermann | - | 2.24 | 1.99 | 0.32 | 1.30 | 1.22 | 1.34 | 1.30
Bellman Ford | - | 3.38 | 3.57 | 1.07 | 3.59 | 3.86 | 3.72 | 4.30
Dijkstra | - | 2.36 | 2.63 | 1.58 | 3.68 | 3.92 | 3.85 | 4.41
Euler | - | 2.74 | 3.03 | 2.02 | 3.57 | 3.88 | 3.71 | 4.32
Midpoint Explicit | - | 3.00 | 3.37 | 3.01 | 3.81 | 4.12 | 3.92 | 4.51
Midpoint Fixed | - | 3.36 | 3.78 | 3.15 | 3.82 | 4.14 | 4.00 | 4.59
RK4 | - | 3.75 | 4.11 | 3.75 | 4.27 | 4.48 | 4.38 | 4.98
FD - L Convection | - | 2.30 | 2.67 | 0.86 | 3.54 | 3.86 | 3.71 | 4.29
FD - NL Convection | - | 3.29 | 3.56 | 0.88 | 3.56 | 3.86 | 3.73 | 4.29
FD - Poisson | - | 3.36 | 3.67 | 1.33 | 3.66 | 3.95 | 4.88 | 4.37
FD - Laplace | - | 6.50 | 8.70 | 3.04 | 3.97 | 4.28 | 4.22 | 4.76
M-D | - | 6.27 | 7.53 | 4.00 | 4.29 | 4.38 | 4.47 | 5.17

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 293.00 | 2.92 | 3.04 | 9.60 | 1.55 | 1.50 | 8.28 | 4.33
Bellman Ford (ms) | 1890.00 | 5.22 | 3.13 | 3.79 | 2.93 | 6.09 | 4.00 | 18.40
Dijkstra (ms) | 4990.00 | 25.70 | 16.60 | 20.10 | 19.00 | 31.10 | 23.20 | 22.10
Euler (ms) | 3840.00 | 24.80 | 25.40 | 37.60 | 14.50 | 144.00 | 14.20 | 126.00
Midpoint Explicit (ms) | 7850.00 | 52.50 | 51.30 | 77.70 | 22.40 | 284.00 | 15.50 | 252.00
Midpoint Fixed (ms) | 39500.00 | 252.00 | 91.50 | 373.00 | 75.50 | 1390.00 | 57.70 | 1220.00
RK4 (ms) | 20000.00 | 159.00 | 35.80 | 136.00 | 34.60 | 490.00 | 37.80 | 403.00
FD - L Convection (ms) | 2220.00 | 1.63 | 1.55 | 2.69 | 1.46 | 1.66 | 1.31 | 4.16
FD - NL Convection (ms) | 2760.00 | 1.82 | 1.85 | 2.81 | 1.68 | 2.01 | 1.52 | 4.02
FD - Poisson (ms) | 6800.00 | 3.01 | 5.55 | 7.11 | 2.81 | 3.82 | 2.65 | 5.66
FD - Laplace (ms) | 574.00 | 67.70 | 149.00 | 247.00 | 58.20 | 281.00 | 63.40 | 330.00
M-D (ms) | 14900.00 | 15.20 | 52.90 | 59.50 | 53.90 | 59.30 | 81.00 | 62.00
Ackermann (ms) | 282.00 | 2.78 | 2.89 | 9.80 | 1.46 | 1.50 | 9.59 | 3.84
Bellman Ford (ms) | 1770.00 | 5.08 | 3.39 | 3.80 | 2.92 | 6.05 | 3.85 | 17.80
Dijkstra (ms) | 4840.00 | 24.20 | 16.40 | 18.20 | 18.20 | 30.20 | 23.20 | 22.20
Euler (ms) | 3900.00 | 27.50 | 25.70 | 36.60 | 14.50 | 142.00 | 13.40 | 126.00
Midpoint Explicit (ms) | 7860.00 | 51.80 | 50.80 | 78.10 | 23.10 | 280.00 | 16.20 | 250.00
Midpoint Fixed (ms) | 39800.00 | 241.00 | 90.00 | 374.00 | 72.30 | 1400.00 | 58.50 | 1200.00
RK4 (ms) | 20000.00 | 158.00 | 33.50 | 132.00 | 34.80 | 478.00 | 37.70 | 404.00
FD - L Convection (ms) | 2200.00 | 1.70 | 1.45 | 2.66 | 1.47 | 1.84 | 1.52 | 4.20
FD - NL Convection (ms) | 2720.00 | 1.83 | 1.69 | 2.80 | 1.79 | 2.19 | 1.36 | 4.12
FD - Poisson (ms) | 6220.00 | 3.60 | 5.62 | 7.14 | 2.78 | 3.77 | 2.59 | 5.61
FD - Laplace (ms) | 583.00 | 67.40 | 148.00 | 246.00 | 57.50 | 256.00 | 62.90 | 323.00
M-D (ms) | 15200.00 | 15.00 | 50.80 | 59.00 | 53.60 | 57.70 | 80.10 | 60.40

![Development compilation results](./version_specific_results/devel_performance_310_compilation.svg)
![Development execution results](./version_specific_results/devel_performance_310_execution.svg)
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