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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 Tue Jun 11 14:22:04 UTC 2024)
### Performance Comparison (as of Tue Jun 11 15:27:08 UTC 2024)
## Compilation time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann | - | 2.38 | 2.19 | 0.34 | 1.33 | 1.28 | 1.35 | 1.32
Bellman Ford | - | 3.50 | 3.73 | 1.11 | 3.65 | 3.92 | 3.74 | 4.42
Dijkstra | - | 2.45 | 2.79 | 1.61 | 3.73 | 3.96 | 3.88 | 4.51
Euler | - | 2.76 | 3.15 | 2.09 | 3.61 | 3.94 | 3.72 | 4.38
Midpoint Explicit | - | 3.13 | 3.54 | 3.08 | 3.87 | 4.19 | 4.01 | 4.63
Midpoint Fixed | - | 3.61 | 4.10 | 3.37 | 3.94 | 4.25 | 4.02 | 4.67
RK4 | - | 3.90 | 4.24 | 3.81 | 4.38 | 4.62 | 4.49 | 5.11
FD - L Convection | - | 2.30 | 2.77 | 0.86 | 3.58 | 3.86 | 3.70 | 4.28
FD - NL Convection | - | 3.32 | 3.63 | 0.88 | 3.54 | 3.84 | 3.69 | 4.27
FD - Poisson | - | 3.41 | 3.82 | 1.35 | 3.66 | 3.97 | 4.26 | 4.42
FD - Laplace | - | 6.67 | 8.98 | 3.12 | 4.11 | 4.37 | 4.32 | 4.90
M-D | - | 6.59 | 7.82 | 4.16 | 4.40 | 4.51 | 4.52 | 5.27
Ackermann | - | 2.33 | 2.16 | 0.32 | 1.28 | 1.23 | 1.35 | 1.35
Bellman Ford | - | 3.44 | 3.69 | 1.09 | 3.68 | 3.87 | 3.73 | 4.36
Dijkstra | - | 2.40 | 2.71 | 1.58 | 3.66 | 3.89 | 3.83 | 4.56
Euler | - | 2.75 | 3.13 | 2.02 | 3.57 | 3.87 | 3.71 | 4.36
Midpoint Explicit | - | 3.08 | 3.46 | 3.02 | 3.85 | 4.17 | 3.97 | 4.55
Midpoint Fixed | - | 3.49 | 3.97 | 3.23 | 3.93 | 4.25 | 4.05 | 4.77
RK4 | - | 4.01 | 4.37 | 3.76 | 4.40 | 4.70 | 4.45 | 5.06
FD - L Convection | - | 2.38 | 2.80 | 0.89 | 3.59 | 3.89 | 3.75 | 4.34
FD - NL Convection | - | 3.34 | 3.64 | 0.89 | 3.56 | 3.89 | 3.73 | 4.28
FD - Poisson | - | 3.39 | 3.83 | 1.34 | 3.70 | 3.98 | 4.20 | 4.35
FD - Laplace | - | 6.66 | 8.69 | 3.04 | 4.07 | 4.32 | 4.28 | 4.91
M-D | - | 6.38 | 7.84 | 4.08 | 4.45 | 4.49 | 4.57 | 5.29

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 303.00 | 2.86 | 3.03 | 9.66 | 1.50 | 1.50 | 8.60 | 4.33
Bellman Ford (ms) | 1880.00 | 5.24 | 3.16 | 3.96 | 2.99 | 6.06 | 4.22 | 18.40
Dijkstra (ms) | 5030.00 | 25.60 | 16.50 | 20.70 | 18.50 | 32.20 | 24.00 | 23.30
Euler (ms) | 3850.00 | 27.00 | 26.20 | 37.80 | 15.60 | 143.00 | 14.00 | 127.00
Midpoint Explicit (ms) | 7800.00 | 53.20 | 52.20 | 83.20 | 22.60 | 283.00 | 16.30 | 254.00
Midpoint Fixed (ms) | 39700.00 | 251.00 | 93.30 | 397.00 | 74.40 | 1400.00 | 59.00 | 1230.00
RK4 (ms) | 20500.00 | 167.00 | 35.10 | 145.00 | 36.00 | 495.00 | 38.30 | 404.00
FD - L Convection (ms) | 2250.00 | 1.63 | 1.57 | 2.66 | 1.50 | 1.61 | 1.51 | 3.67
FD - NL Convection (ms) | 2790.00 | 1.75 | 1.67 | 2.84 | 1.80 | 2.19 | 1.37 | 3.74
FD - Poisson (ms) | 6410.00 | 2.89 | 5.70 | 7.10 | 2.78 | 3.79 | 2.67 | 7.66
FD - Laplace (ms) | 572.00 | 68.00 | 152.00 | 245.00 | 62.00 | 255.00 | 62.00 | 326.00
M-D (ms) | 14800.00 | 15.20 | 52.20 | 59.00 | 54.30 | 59.60 | 78.20 | 61.60
Ackermann (ms) | 297.00 | 2.86 | 3.03 | 9.60 | 1.50 | 1.55 | 8.06 | 3.93
Bellman Ford (ms) | 1890.00 | 5.21 | 3.17 | 3.80 | 2.96 | 5.98 | 4.21 | 18.40
Dijkstra (ms) | 5020.00 | 24.80 | 17.20 | 18.90 | 18.30 | 30.80 | 24.30 | 22.70
Euler (ms) | 3890.00 | 24.90 | 26.60 | 38.20 | 14.70 | 143.00 | 14.90 | 128.00
Midpoint Explicit (ms) | 7880.00 | 52.80 | 51.30 | 80.70 | 24.20 | 281.00 | 15.40 | 254.00
Midpoint Fixed (ms) | 39700.00 | 252.00 | 92.90 | 380.00 | 74.80 | 1400.00 | 60.80 | 1240.00
RK4 (ms) | 19900.00 | 159.00 | 37.70 | 144.00 | 35.80 | 501.00 | 50.60 | 408.00
FD - L Convection (ms) | 2250.00 | 1.68 | 1.58 | 2.68 | 1.49 | 1.84 | 1.51 | 3.67
FD - NL Convection (ms) | 2810.00 | 1.77 | 1.70 | 2.80 | 1.79 | 1.97 | 1.36 | 3.73
FD - Poisson (ms) | 6290.00 | 3.00 | 5.75 | 7.13 | 2.80 | 3.82 | 2.67 | 7.61
FD - Laplace (ms) | 582.00 | 67.70 | 153.00 | 245.00 | 62.20 | 308.00 | 63.90 | 322.00
M-D (ms) | 15100.00 | 15.20 | 52.30 | 58.90 | 53.90 | 59.10 | 78.10 | 62.40

![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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