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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 Nov 29 18:16:17 UTC 2024)
### Performance Comparison (as of Tue Dec 3 20:23:14 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 | 2.13 | 0.33 | 1.34 | 1.31 | 1.48 | 1.39
Bellman Ford | - | 3.44 | 3.77 | 1.09 | 3.67 | 4.01 | 3.82 | 3.97
Dijkstra | - | 2.41 | 2.68 | 1.60 | 3.71 | 4.00 | 3.92 | 4.06
Euler | - | 2.69 | 3.08 | 2.06 | 3.67 | 3.99 | 3.81 | 3.99
Midpoint Explicit | - | 3.13 | 3.48 | 3.08 | 3.88 | 4.21 | 4.01 | 4.18
Midpoint Fixed | - | 3.52 | 3.97 | 3.35 | 3.95 | 4.32 | 4.10 | 4.28
RK4 | - | 3.79 | 4.22 | 3.79 | 4.38 | 4.65 | 4.49 | 4.71
FD - L Convection | - | 2.34 | 2.70 | 0.87 | 1.41 | 3.99 | 1.61 | 3.95
FD - NL Convection | - | 3.33 | 3.58 | 0.89 | 1.43 | 3.97 | 1.62 | 3.95
FD - Poisson | - | 3.42 | 3.75 | 1.34 | 1.53 | 4.11 | 2.87 | 4.02
FD - Laplace | - | 6.61 | 8.08 | 3.11 | 1.84 | 4.39 | 2.12 | 4.32
M-D | - | 6.49 | 6.76 | 4.07 | - | - | - | -
Ackermann | - | 2.34 | 2.14 | 0.34 | 1.37 | 1.32 | 1.46 | 1.39
Bellman Ford | - | 3.50 | 3.80 | 1.13 | 3.76 | 4.00 | 3.88 | 4.02
Dijkstra | - | 2.44 | 2.75 | 1.63 | 3.74 | 3.98 | 3.98 | 4.15
Euler | - | 2.81 | 3.15 | 2.12 | 3.76 | 4.06 | 3.94 | 4.21
Midpoint Explicit | - | 3.31 | 3.72 | 3.20 | 4.04 | 4.43 | 4.19 | 4.37
Midpoint Fixed | - | 3.50 | 3.89 | 3.21 | 4.00 | 4.29 | 4.11 | 4.27
RK4 | - | 3.90 | 4.38 | 3.87 | 4.37 | 4.68 | 4.53 | 4.72
FD - L Convection | - | 2.28 | 2.66 | 0.88 | 1.42 | 4.03 | 1.63 | 4.04
FD - NL Convection | - | 3.43 | 3.64 | 0.90 | 1.43 | 3.95 | 1.62 | 3.99
FD - Poisson | - | 3.48 | 3.74 | 1.37 | 1.52 | 4.04 | 2.83 | 3.98
FD - Laplace | - | 6.55 | 8.25 | 3.22 | 1.91 | 4.42 | 2.15 | 4.32
M-D | - | 6.58 | 6.93 | 4.14 | - | - | - | -

## 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 | 3.09 | 3.03 | 9.87 | 1.50 | 1.59 | 8.75 | 4.36
Bellman Ford (ms) | 1780.00 | 5.23 | 3.41 | 3.85 | 3.02 | 6.02 | - | 19.00
Dijkstra (ms) | 4880.00 | 25.60 | 16.30 | 19.40 | 18.40 | 30.00 | - | 22.50
Euler (ms) | 3810.00 | 25.60 | 25.40 | 37.80 | 15.60 | 147.00 | 13.90 | 127.00
Midpoint Explicit (ms) | 7780.00 | 52.10 | 51.30 | 78.00 | 24.20 | 278.00 | 16.00 | 249.00
Midpoint Fixed (ms) | 39500.00 | 252.00 | 92.30 | 374.00 | 75.20 | 1400.00 | 60.30 | 1210.00
RK4 (ms) | 19800.00 | 158.00 | 35.20 | 139.00 | 33.60 | 492.00 | 37.90 | 405.00
FD - L Convection (ms) | 2180.00 | 1.64 | 1.72 | 2.70 | 1.51 | 1.63 | - | 4.05
FD - NL Convection (ms) | 2750.00 | 1.83 | 1.62 | 2.75 | 1.94 | 1.99 | - | 4.10
FD - Poisson (ms) | 6010.00 | 3.04 | 5.45 | 7.23 | 2.76 | 3.83 | - | 4.95
FD - Laplace (ms) | 592.00 | 64.20 | 143.00 | 246.00 | 58.80 | 254.00 | - | 272.00
M-D (ms) | 14700.00 | 15.20 | 52.90 | 59.00 | - | - | - | -
Ackermann (ms) | 294.00 | 2.88 | 3.04 | 9.82 | 1.50 | 1.59 | 8.60 | 4.33
Bellman Ford (ms) | 1790.00 | 5.23 | 3.40 | 3.91 | 2.92 | 6.08 | - | 19.20
Dijkstra (ms) | 4960.00 | 25.90 | 17.10 | 19.40 | 19.60 | 31.10 | - | 22.60
Euler (ms) | 3880.00 | 25.20 | 26.80 | 37.40 | 16.40 | 146.00 | 14.40 | 130.00
Midpoint Explicit (ms) | 7870.00 | 53.60 | 52.60 | 78.20 | 24.90 | 282.00 | 17.30 | 249.00
Midpoint Fixed (ms) | 40400.00 | 252.00 | 93.50 | 377.00 | 75.20 | 1400.00 | 62.90 | 1210.00
RK4 (ms) | 20100.00 | 159.00 | 35.60 | 138.00 | 33.60 | 493.00 | 37.70 | 402.00
FD - L Convection (ms) | 2210.00 | 1.67 | 1.61 | 2.66 | 1.63 | 1.63 | - | 4.06
FD - NL Convection (ms) | 2710.00 | 1.77 | 1.76 | 2.79 | 2.01 | 2.20 | - | 4.05
FD - Poisson (ms) | 6390.00 | 2.94 | 5.45 | 7.17 | 2.78 | 3.85 | - | 4.94
FD - Laplace (ms) | 575.00 | 64.30 | 143.00 | 244.00 | 58.90 | 281.00 | - | 299.00
M-D (ms) | 14700.00 | 15.20 | 52.70 | 59.00 | - | - | - | -

![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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