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Update performance comparison
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### Performance Comparison (as of Tue Nov 21 17:37:06 UTC 2023)
### Performance Comparison (as of Tue Nov 21 18:20:21 UTC 2023)
## Compilation time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann | - | 2.39 | - | 0.32 | 1.22 | 1.17 | - | -
Bellman Ford | - | 3.40 | - | 1.09 | 1.95 | 1.93 | - | -
Dijkstra | - | 2.39 | - | 1.56 | 1.97 | 1.92 | - | -
Euler | - | 2.72 | - | 2.01 | 1.88 | 1.92 | - | -
Midpoint Explicit | - | 3.08 | - | 2.99 | 2.14 | 2.18 | - | -
Midpoint Fixed | - | 3.47 | - | 3.17 | 2.19 | 2.24 | - | -
RK4 | - | 3.81 | - | 3.69 | 2.63 | 2.61 | - | -
FD - L Convection | - | 2.37 | - | 0.86 | 1.84 | 1.88 | - | -
FD - NL Convection | - | 3.31 | - | 0.87 | 1.84 | 1.89 | - | -
FD - Poisson | - | 3.35 | - | 1.32 | 1.96 | 2.00 | - | -
FD - Laplace | - | 6.07 | - | 3.02 | 2.33 | 2.37 | - | -
M-D | - | 6.15 | - | 3.97 | - | - | - | -
Ackermann | - | 2.37 | - | 0.32 | 1.20 | 1.16 | - | -
Bellman Ford | - | 3.35 | - | 1.06 | 1.89 | 1.88 | - | -
Dijkstra | - | 2.38 | - | 1.56 | 1.96 | 1.91 | - | -
Euler | - | 2.71 | - | 1.98 | 1.85 | 1.89 | - | -
Midpoint Explicit | - | 3.06 | - | 3.04 | 2.23 | 2.25 | - | -
Midpoint Fixed | - | 3.52 | - | 3.38 | 2.20 | 2.25 | - | -
RK4 | - | 4.01 | - | 4.05 | 2.76 | 2.81 | - | -
FD - L Convection | - | 2.50 | - | 0.95 | 1.91 | 1.95 | - | -
FD - NL Convection | - | 3.54 | - | 0.92 | 1.91 | 2.00 | - | -
FD - Poisson | - | 3.51 | - | 1.34 | 1.99 | 2.01 | - | -
FD - Laplace | - | 6.22 | - | 3.06 | 2.37 | 2.44 | - | -
M-D | - | 6.39 | - | 4.23 | - | - | - | -

## Execution time
Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel
------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
Ackermann (ms) | 305.00 | 2.95 | - | 9.65 | 1.50 | 1.54 | - | -
Bellman Ford (ms) | 1890.00 | 4.19 | - | 4.08 | 2.96 | 5.61 | - | -
Dijkstra (ms) | 4980.00 | 22.90 | - | 19.00 | 18.60 | 30.10 | - | -
Euler (ms) | 3880.00 | 28.20 | - | 37.20 | 14.50 | 141.00 | - | -
Midpoint Explicit (ms) | 7980.00 | 59.20 | - | 82.10 | 23.20 | 278.00 | - | -
Midpoint Fixed (ms) | 40500.00 | 504.00 | - | 397.00 | 75.00 | 1390.00 | - | -
RK4 (ms) | 20500.00 | 161.00 | - | 141.00 | 36.40 | 481.00 | - | -
FD - L Convection (ms) | 2190.00 | 1.43 | - | 2.65 | 1.48 | 1.62 | - | -
FD - NL Convection (ms) | 2780.00 | 1.98 | - | 2.83 | 1.76 | 2.01 | - | -
FD - Poisson (ms) | 6260.00 | 2.92 | - | 7.16 | 2.78 | 3.76 | - | -
FD - Laplace (ms) | 624.00 | 92.50 | - | 245.00 | 62.20 | 257.00 | - | -
M-D (ms) | 14700.00 | 14.40 | - | 59.00 | - | - | - | -
Ackermann (ms) | 312.00 | 2.95 | - | 9.72 | 1.55 | 1.55 | - | -
Bellman Ford (ms) | 1920.00 | 4.17 | - | 4.13 | 2.95 | 6.01 | - | -
Dijkstra (ms) | 4940.00 | 22.90 | - | 19.20 | 18.50 | 30.90 | - | -
Euler (ms) | 3770.00 | 28.00 | - | 37.80 | 15.10 | 142.00 | - | -
Midpoint Explicit (ms) | 7830.00 | 58.60 | - | 82.60 | 23.90 | 280.00 | - | -
Midpoint Fixed (ms) | 39600.00 | 506.00 | - | 398.00 | 74.80 | 1370.00 | - | -
RK4 (ms) | 20300.00 | 161.00 | - | 141.00 | 38.80 | 484.00 | - | -
FD - L Convection (ms) | 2240.00 | 1.65 | - | 2.64 | 1.45 | 1.84 | - | -
FD - NL Convection (ms) | 2770.00 | 1.98 | - | 2.78 | 1.79 | 2.18 | - | -
FD - Poisson (ms) | 6180.00 | 2.88 | - | 7.15 | 2.77 | 3.79 | - | -
FD - Laplace (ms) | 595.00 | 88.70 | - | 246.00 | 58.20 | 255.00 | - | -
M-D (ms) | 14900.00 | 14.40 | - | 58.90 | - | - | - | -
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