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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 Aug 16 14:23:18 UTC 2024)
### Performance Comparison (as of Fri Aug 23 12:33:30 UTC 2024)
## Compilation time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann | - | 2.26 | 2.07 | 0.33 | 1.29 | 1.23 | 1.36 | 1.31
Bellman Ford | - | 3.37 | 3.59 | 1.07 | 3.61 | 3.85 | 3.72 | 4.34
Dijkstra | - | 2.37 | 2.65 | 1.57 | 3.67 | 3.90 | 3.81 | 4.38
Euler | - | 2.65 | 2.96 | 2.01 | 3.57 | 3.88 | 3.69 | 4.31
Midpoint Explicit | - | 3.09 | 3.42 | 2.99 | 3.82 | 4.12 | 3.93 | 4.50
Midpoint Fixed | - | 3.42 | 3.82 | 3.18 | 3.91 | 4.23 | 4.03 | 4.63
RK4 | - | 3.73 | 4.09 | 3.72 | 4.29 | 4.58 | 4.37 | 4.99
FD - L Convection | - | 2.30 | 2.68 | 0.86 | 3.55 | 3.86 | 3.72 | 4.32
FD - NL Convection | - | 3.29 | 3.52 | 0.87 | 3.58 | 3.89 | 3.75 | 4.36
FD - Poisson | - | 3.39 | 3.72 | 1.36 | 3.68 | 3.98 | 4.92 | 4.43
FD - Laplace | - | 6.59 | 8.75 | 3.03 | 4.01 | 4.33 | 4.32 | 4.85
M-D | - | 6.60 | 7.74 | 4.02 | 4.35 | 4.43 | 4.49 | 5.23
Ackermann | - | 2.34 | 2.26 | 0.34 | 1.40 | 1.31 | 1.43 | 1.36
Bellman Ford | - | 3.66 | 3.77 | 1.15 | 3.76 | 4.05 | 3.83 | 4.55
Dijkstra | - | 2.50 | 2.79 | 1.66 | 3.81 | 4.08 | 3.99 | 4.65
Euler | - | 2.87 | 3.23 | 2.07 | 3.70 | 4.00 | 3.83 | 4.50
Midpoint Explicit | - | 3.23 | 3.59 | 3.15 | 3.89 | 4.29 | 4.15 | 4.74
Midpoint Fixed | - | 3.62 | 4.11 | 3.37 | 3.98 | 4.34 | 4.36 | 5.05
RK4 | - | 4.09 | 4.43 | 3.93 | 4.44 | 4.76 | 4.58 | 5.26
FD - L Convection | - | 2.63 | 3.02 | 0.96 | 3.84 | 4.21 | 4.02 | 4.81
FD - NL Convection | - | 3.80 | 4.01 | 1.02 | 3.87 | 4.19 | 4.07 | 4.83
FD - Poisson | - | 3.87 | 4.21 | 1.47 | 4.01 | 4.30 | 5.33 | 4.96
FD - Laplace | - | 7.67 | 10.17 | 3.45 | 4.31 | 4.70 | 4.58 | 5.35
M-D | - | 7.41 | 8.73 | 4.48 | 4.67 | 4.80 | 4.97 | 5.79

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 295.00 | 2.87 | 3.03 | 9.66 | 1.50 | 1.54 | 7.48 | 4.33
Bellman Ford (ms) | 1790.00 | 5.20 | 3.19 | 3.88 | 2.99 | 6.02 | 4.25 | 18.40
Dijkstra (ms) | 5090.00 | 25.10 | 15.70 | 19.10 | 18.00 | 30.30 | 22.90 | 21.40
Euler (ms) | 3830.00 | 25.50 | 27.50 | 37.50 | 14.40 | 143.00 | 13.40 | 127.00
Midpoint Explicit (ms) | 7920.00 | 52.00 | 51.70 | 76.30 | 22.30 | 282.00 | 15.30 | 251.00
Midpoint Fixed (ms) | 39200.00 | 251.00 | 91.60 | 365.00 | 75.50 | 1390.00 | 60.10 | 1220.00
RK4 (ms) | 19700.00 | 158.00 | 35.60 | 136.00 | 35.70 | 488.00 | 37.70 | 401.00
FD - L Convection (ms) | 2270.00 | 1.62 | 1.54 | 2.68 | 1.46 | 1.60 | 1.51 | 4.05
FD - NL Convection (ms) | 2760.00 | 1.78 | 1.70 | 2.79 | 1.79 | 2.19 | 1.38 | 4.12
FD - Poisson (ms) | 6260.00 | 2.97 | 5.62 | 7.12 | 2.76 | 3.81 | 2.65 | 5.65
FD - Laplace (ms) | 571.00 | 64.70 | 149.00 | 244.00 | 57.90 | 306.00 | 59.10 | 325.00
M-D (ms) | 14800.00 | 15.20 | 52.90 | 59.00 | 54.10 | 59.50 | 79.80 | 61.30
Ackermann (ms) | 297.00 | 2.86 | 3.04 | 9.62 | 1.50 | 1.55 | 8.61 | 3.93
Bellman Ford (ms) | 1840.00 | 5.23 | 3.24 | 3.88 | 2.94 | 6.07 | 4.40 | 17.50
Dijkstra (ms) | 5040.00 | 25.40 | 17.50 | 20.50 | 18.10 | 30.40 | 24.70 | 22.40
Euler (ms) | 3840.00 | 25.40 | 26.10 | 38.10 | 15.30 | 143.00 | 13.90 | 130.00
Midpoint Explicit (ms) | 7750.00 | 52.60 | 51.30 | 77.30 | 24.40 | 280.00 | 16.10 | 250.00
Midpoint Fixed (ms) | 39800.00 | 252.00 | 92.00 | 374.00 | 76.60 | 1420.00 | 63.40 | 1220.00
RK4 (ms) | 19700.00 | 159.00 | 35.50 | 135.00 | 35.20 | 487.00 | 49.40 | 405.00
FD - L Convection (ms) | 2260.00 | 1.63 | 1.51 | 2.72 | 1.46 | 1.85 | 1.32 | 4.14
FD - NL Convection (ms) | 2750.00 | 1.76 | 1.72 | 2.79 | 1.79 | 1.99 | 1.38 | 4.06
FD - Poisson (ms) | 6560.00 | 3.01 | 5.73 | 7.19 | 2.82 | 3.80 | 2.68 | 5.71
FD - Laplace (ms) | 628.00 | 67.40 | 150.00 | 246.00 | 60.00 | 307.00 | 62.80 | 333.00
M-D (ms) | 14700.00 | 15.20 | 52.90 | 59.50 | 53.90 | 59.10 | 80.30 | 61.40

![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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