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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 Nov 5 15:38:11 UTC 2024)
### Performance Comparison (as of Tue Nov 5 21:01:33 UTC 2024)
## Compilation time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann | - | 2.25 | 2.11 | 0.33 | 1.32 | 1.29 | 1.36 | 1.41
Bellman Ford | - | 3.46 | 3.77 | 1.09 | 3.65 | 3.97 | 3.79 | 4.05
Dijkstra | - | 2.39 | 2.66 | 1.60 | 3.70 | 3.97 | 3.89 | 4.02
Euler | - | 2.78 | 3.11 | 2.09 | 3.70 | 4.02 | 3.81 | 4.07
Midpoint Explicit | - | 3.19 | 3.61 | 3.13 | 3.96 | 4.29 | 4.07 | 4.24
Midpoint Fixed | - | 3.56 | 3.99 | 3.24 | 3.93 | 4.33 | 4.16 | 4.43
RK4 | - | 3.75 | 4.23 | 3.78 | 4.38 | 4.67 | 4.49 | 4.69
FD - L Convection | - | 2.36 | 2.70 | 0.88 | 1.41 | 3.95 | 1.59 | 3.96
FD - NL Convection | - | 3.35 | 3.60 | 0.90 | 1.42 | 3.98 | 1.62 | 3.94
FD - Poisson | - | 3.54 | 3.89 | 1.39 | 1.56 | 4.16 | 3.00 | 4.17
FD - Laplace | - | 6.93 | 8.48 | 3.19 | 1.87 | 4.49 | 2.15 | 4.46
M-D | - | 6.81 | 7.10 | 4.16 | - | - | - | -
Ackermann | - | 2.29 | 2.10 | 0.33 | 1.32 | 1.33 | 1.43 | 1.39
Bellman Ford | - | 3.44 | 3.72 | 1.12 | 3.71 | 4.00 | 3.80 | 3.92
Dijkstra | - | 2.42 | 2.68 | 1.57 | 3.71 | 3.97 | 3.88 | 3.99
Euler | - | 2.67 | 3.01 | 2.02 | 3.63 | 3.94 | 3.75 | 3.96
Midpoint Explicit | - | 3.04 | 3.39 | 3.00 | 3.86 | 4.19 | 3.96 | 4.17
Midpoint Fixed | - | 3.46 | 3.90 | 3.21 | 3.92 | 4.25 | 4.05 | 4.26
RK4 | - | 3.74 | 4.20 | 3.74 | 4.34 | 4.65 | 4.45 | 4.65
FD - L Convection | - | 2.30 | 2.65 | 0.87 | 1.40 | 3.93 | 1.58 | 3.92
FD - NL Convection | - | 3.30 | 3.55 | 0.88 | 1.41 | 3.96 | 1.59 | 3.89
FD - Poisson | - | 3.38 | 3.68 | 1.34 | 1.52 | 4.02 | 2.82 | 3.98
FD - Laplace | - | 6.46 | 7.96 | 3.04 | 1.83 | 4.35 | 2.09 | 4.27
M-D | - | 6.33 | 6.70 | 4.08 | - | - | - | -

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 289.00 | 2.88 | 3.03 | 9.74 | 1.55 | 1.55 | 9.18 | 4.36
Bellman Ford (ms) | 1790.00 | 5.21 | 3.42 | 3.79 | 2.99 | 5.96 | - | 18.90
Dijkstra (ms) | 4950.00 | 25.80 | 16.40 | 20.10 | 19.10 | 30.80 | - | 22.30
Euler (ms) | 3870.00 | 25.30 | 25.80 | 37.80 | 15.90 | 143.00 | 14.20 | 128.00
Midpoint Explicit (ms) | 8040.00 | 52.60 | 52.60 | 78.60 | 23.20 | 281.00 | 17.30 | 253.00
Midpoint Fixed (ms) | 39800.00 | 251.00 | 92.50 | 374.00 | 75.20 | 1400.00 | 57.90 | 1210.00
RK4 (ms) | 20100.00 | 159.00 | 36.90 | 137.00 | 33.20 | 489.00 | 38.50 | 402.00
FD - L Convection (ms) | 2190.00 | 1.64 | 1.64 | 2.74 | 1.53 | 1.62 | - | 4.32
FD - NL Convection (ms) | 2680.00 | 1.77 | 1.64 | 2.79 | 2.00 | 1.98 | - | 4.10
FD - Poisson (ms) | 6030.00 | 3.07 | 5.43 | 7.26 | 2.76 | 3.80 | - | 4.96
FD - Laplace (ms) | 582.00 | 64.80 | 144.00 | 245.00 | 58.70 | 255.00 | - | 274.00
M-D (ms) | 15100.00 | 15.20 | 52.90 | 59.10 | - | - | - | -
Ackermann (ms) | 290.00 | 2.87 | 3.03 | 9.78 | 1.50 | 1.59 | 9.19 | 4.35
Bellman Ford (ms) | 1740.00 | 5.21 | 3.45 | 3.90 | 2.94 | 6.02 | - | 19.00
Dijkstra (ms) | 4890.00 | 24.50 | 17.10 | 19.50 | 18.70 | 29.50 | - | 22.50
Euler (ms) | 3810.00 | 24.80 | 28.30 | 37.60 | 15.40 | 143.00 | 14.70 | 128.00
Midpoint Explicit (ms) | 7770.00 | 52.00 | 52.60 | 77.20 | 22.30 | 280.00 | 15.90 | 248.00
Midpoint Fixed (ms) | 39500.00 | 252.00 | 92.50 | 377.00 | 75.20 | 1390.00 | 58.90 | 1210.00
RK4 (ms) | 19700.00 | 164.00 | 36.80 | 143.00 | 34.00 | 486.00 | 38.90 | 403.00
FD - L Convection (ms) | 2220.00 | 1.70 | 1.61 | 2.67 | 1.70 | 1.62 | - | 4.32
FD - NL Convection (ms) | 2680.00 | 1.76 | 1.60 | 2.79 | 1.87 | 2.19 | - | 4.07
FD - Poisson (ms) | 6200.00 | 2.98 | 5.43 | 7.20 | 2.78 | 3.84 | - | 5.06
FD - Laplace (ms) | 573.00 | 66.80 | 142.00 | 244.00 | 58.30 | 306.00 | - | 273.00
M-D (ms) | 14800.00 | 15.20 | 53.00 | 59.60 | - | - | - | -

![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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