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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 Thu Dec 5 18:27:38 UTC 2024)
### Performance Comparison (as of Fri Dec 6 14:37:21 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 | 2.10 | 0.32 | 1.32 | 1.29 | 1.41 | 1.38
Bellman Ford | - | 3.41 | 3.66 | 1.07 | 3.63 | 3.92 | 3.77 | 3.94
Dijkstra | - | 2.37 | 2.62 | 1.57 | 3.69 | 3.95 | 3.88 | 4.01
Euler | - | 2.67 | 3.01 | 2.00 | 3.62 | 3.96 | 3.77 | 3.94
Midpoint Explicit | - | 3.02 | 3.42 | 3.00 | 3.84 | 4.17 | 3.97 | 4.14
Midpoint Fixed | - | 3.42 | 3.84 | 3.16 | 3.90 | 4.25 | 4.09 | 4.24
RK4 | - | 3.78 | 4.23 | 3.78 | 4.35 | 4.63 | 4.46 | 4.65
FD - L Convection | - | 2.31 | 2.68 | 0.87 | 1.42 | 3.93 | 1.59 | 3.92
FD - NL Convection | - | 3.28 | 3.61 | 0.88 | 1.41 | 3.94 | 1.60 | 3.90
FD - Poisson | - | 3.39 | 3.68 | 1.34 | 1.51 | 4.03 | 2.82 | 3.96
FD - Laplace | - | 6.46 | 7.91 | 3.00 | 1.81 | 4.34 | 2.10 | 4.25
M-D | - | 6.30 | 6.78 | 4.02 | - | - | - | -
Ackermann | - | 2.28 | 2.12 | 0.33 | 1.33 | 1.31 | 1.45 | 1.38
Bellman Ford | - | 3.55 | 3.74 | 1.10 | 3.68 | 3.99 | 3.84 | 4.00
Dijkstra | - | 2.40 | 2.69 | 1.60 | 3.76 | 4.02 | 3.91 | 4.05
Euler | - | 2.75 | 3.07 | 2.06 | 3.65 | 3.99 | 3.80 | 4.01
Midpoint Explicit | - | 3.11 | 3.47 | 3.05 | 3.88 | 4.24 | 4.01 | 4.20
Midpoint Fixed | - | 3.51 | 3.94 | 3.25 | 3.96 | 4.30 | 4.13 | 4.30
RK4 | - | 3.82 | 4.25 | 3.81 | 4.37 | 4.67 | 4.48 | 4.72
FD - L Convection | - | 2.33 | 2.75 | 0.88 | 1.41 | 3.97 | 1.61 | 3.96
FD - NL Convection | - | 3.36 | 3.60 | 0.90 | 1.42 | 4.00 | 1.63 | 3.97
FD - Poisson | - | 3.43 | 3.76 | 1.35 | 1.54 | 4.08 | 2.91 | 4.04
FD - Laplace | - | 6.63 | 8.17 | 3.10 | 1.86 | 4.38 | 2.13 | 4.30
M-D | - | 6.42 | 6.83 | 4.06 | - | - | - | -

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 291.00 | 2.86 | 3.04 | 9.78 | 1.55 | 1.55 | 9.14 | 4.33
Bellman Ford (ms) | 1780.00 | 5.23 | 3.40 | 3.85 | 2.92 | 5.94 | - | 19.00
Dijkstra (ms) | 4910.00 | 25.20 | 16.60 | 18.20 | 17.90 | 29.40 | - | 21.90
Euler (ms) | 3830.00 | 25.40 | 26.00 | 36.90 | 15.40 | 145.00 | 13.80 | 128.00
Midpoint Explicit (ms) | 7770.00 | 52.70 | 51.20 | 77.30 | 22.50 | 279.00 | 15.90 | 248.00
Midpoint Fixed (ms) | 39600.00 | 252.00 | 92.60 | 373.00 | 74.80 | 1420.00 | 62.80 | 1210.00
RK4 (ms) | 20100.00 | 161.00 | 35.20 | 138.00 | 35.80 | 484.00 | 36.80 | 403.00
FD - L Convection (ms) | 2230.00 | 1.73 | 1.62 | 2.67 | 1.64 | 1.62 | - | 4.09
FD - NL Convection (ms) | 2690.00 | 1.78 | 1.68 | 2.81 | 1.86 | 2.01 | - | 4.09
FD - Poisson (ms) | 6080.00 | 3.01 | 5.50 | 7.10 | 2.87 | 3.79 | - | 5.06
FD - Laplace (ms) | 584.00 | 67.60 | 143.00 | 245.00 | 62.20 | 257.00 | - | 273.00
M-D (ms) | 14700.00 | 15.20 | 52.60 | 59.00 | - | - | - | -
Ackermann (ms) | 288.00 | 2.86 | 3.03 | 9.60 | 1.50 | 1.55 | 9.29 | 4.33
Bellman Ford (ms) | 1780.00 | 5.22 | 3.41 | 3.97 | 2.94 | 6.18 | - | 19.00
Dijkstra (ms) | 4980.00 | 25.20 | 16.70 | 19.20 | 19.00 | 31.00 | - | 22.30
Euler (ms) | 3870.00 | 25.70 | 25.50 | 38.10 | 14.70 | 144.00 | 14.80 | 128.00
Midpoint Explicit (ms) | 7770.00 | 52.20 | 51.50 | 78.10 | 24.00 | 279.00 | 17.20 | 251.00
Midpoint Fixed (ms) | 39700.00 | 251.00 | 92.40 | 374.00 | 76.40 | 1480.00 | 63.60 | 1230.00
RK4 (ms) | 19700.00 | 166.00 | 35.50 | 137.00 | 34.20 | 493.00 | 37.70 | 402.00
FD - L Convection (ms) | 2200.00 | 1.63 | 1.61 | 2.81 | 1.63 | 1.84 | - | 4.08
FD - NL Convection (ms) | 2720.00 | 1.77 | 1.63 | 2.82 | 2.01 | 2.01 | - | 4.09
FD - Poisson (ms) | 5980.00 | 3.00 | 5.51 | 7.15 | 2.80 | 3.88 | - | 4.98
FD - Laplace (ms) | 585.00 | 67.40 | 144.00 | 246.00 | 58.90 | 258.00 | - | 275.00
M-D (ms) | 14600.00 | 15.20 | 52.60 | 58.90 | - | - | - | -

![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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