diff --git a/README.md b/README.md index 7fbd3926..d289a83e 100644 --- a/README.md +++ b/README.md @@ -163,144 +163,72 @@ M-D (ms) | 21900.00 $\pm$ 500.00 | 52.80 $\pm$ 0.00 ## Python 3.8 results ### Performance Comparison (as of 1.9.1) ## Compilation time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann | - | 1.96 | 0.39 | 1.20 | 1.14 -Bellman Ford | - | 3.26 | 1.19 | 2.15 | 2.12 -Dijkstra | - | 2.47 | 1.33 | 2.23 | 2.14 -Euler | - | 2.81 | 1.80 | 2.11 | 2.16 -Midpoint Explicit | - | 3.18 | 2.47 | 2.46 | 2.49 -Midpoint Fixed | - | 3.72 | 2.64 | 2.51 | 2.57 -RK4 | - | 4.15 | 2.99 | 3.05 | 3.01 -FD - L Convection | - | 2.35 | 0.94 | 2.06 | 2.09 -FD - NL Convection | - | 3.03 | 1.00 | 2.08 | 2.12 -FD - Poisson | - | 3.26 | 1.46 | 2.23 | 2.26 -FD - Laplace | - | 6.50 | 2.78 | 2.65 | 2.71 -M-D | - | 6.79 | 3.31 | 3.16 | 2.90 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann | - | 2.07 | 1.97 | 0.41 | 1.30 | 1.23 | - | - +Bellman Ford | - | 3.46 | 3.45 | 1.22 | 2.25 | 2.20 | - | - +Dijkstra | - | 2.59 | 2.63 | 1.37 | 2.33 | 2.23 | - | - ## Execution time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann (ms) | 404.00 $\pm$ 3.00 | 9.81 $\pm$ 0.00 | 27.20 $\pm$ 0.20 | 3.28 $\pm$ 0.01 | 3.26 $\pm$ 0.00 -Bellman Ford (ms) | 2530.00 $\pm$ 80.00 | 6.74 $\pm$ 0.02 | 6.33 $\pm$ 0.00 | 4.44 $\pm$ 0.01 | 6.57 $\pm$ 0.01 -Dijkstra (ms) | 6710.00 $\pm$ 40.00 | 38.60 $\pm$ 0.50 | 32.70 $\pm$ 0.90 | 31.00 $\pm$ 0.50 | 48.20 $\pm$ 0.60 -Euler (ms) | 4860.00 $\pm$ 20.00 | 37.60 $\pm$ 0.40 | 108.00 $\pm$ 0.00 | 18.30 $\pm$ 0.70 | 203.00 $\pm$ 2.00 -Midpoint Explicit (ms) | 9920.00 $\pm$ 40.00 | 75.90 $\pm$ 2.30 | 210.00 $\pm$ 3.00 | 27.80 $\pm$ 0.70 | 396.00 $\pm$ 2.00 -Midpoint Fixed (s) | 49.90 $\pm$ 0.60 | 0.61 $\pm$ 0.01 | 1.09 $\pm$ 0.01 | 0.10 $\pm$ 0.00 | 1.98 $\pm$ 0.03 -RK4 (ms) | 24900.00 $\pm$ 200.00 | 219.00 $\pm$ 2.00 | 416.00 $\pm$ 22.00 | 40.60 $\pm$ 0.90 | 658.00 $\pm$ 11.00 -FD - L Convection (ms) | 2970.00 $\pm$ 50.00 | 2.82 $\pm$ 0.00 | 3.19 $\pm$ 0.13 | 1.63 $\pm$ 0.02 | 2.99 $\pm$ 0.00 -FD - NL Convection (ms) | 3720.00 $\pm$ 30.00 | 3.09 $\pm$ 0.00 | 3.43 $\pm$ 0.13 | 1.61 $\pm$ 0.06 | 2.94 $\pm$ 0.14 -FD - Poisson (ms) | 8360.00 $\pm$ 110.00 | 5.78 $\pm$ 0.03 | 10.10 $\pm$ 0.00 | 4.19 $\pm$ 0.00 | 5.30 $\pm$ 0.01 -FD - Laplace (ms) | 697.00 $\pm$ 3.00 | 251.00 $\pm$ 1.00 | 391.00 $\pm$ 4.00 | 78.50 $\pm$ 1.60 | 366.00 $\pm$ 1.00 -M-D (ms) | 20600.00 $\pm$ 100.00 | 65.00 $\pm$ 0.10 | 78.50 $\pm$ 0.50 | 120.00 $\pm$ 0.00 | 122.00 $\pm$ 0.00 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann (ms) | 475.00 $\pm$ 4.00 | 9.53 $\pm$ 0.02 | 9.52 $\pm$ 0.00 | 28.10 $\pm$ 0.20 | 2.99 $\pm$ 0.01 | 2.95 $\pm$ 0.00 | - | - +Bellman Ford (ms) | 2880.00 $\pm$ 40.00 | 7.73 $\pm$ 0.03 | 7.71 $\pm$ 0.00 | 6.36 $\pm$ 0.01 | 3.83 $\pm$ 0.00 | 6.45 $\pm$ 0.01 | - | - +Dijkstra (ms) | 7420.00 $\pm$ 70.00 | 46.60 $\pm$ 0.90 | 46.40 $\pm$ 0.50 | 40.60 $\pm$ 1.00 | 34.90 $\pm$ 0.70 | 49.30 $\pm$ 0.80 | - | - ![Python 3.8 compilation results](./version_specific_results/pypi_performance_38_compilation.svg) ![Python 3.8 execution results](./version_specific_results/pypi_performance_38_execution.svg) ## Python 3.9 results ### Performance Comparison (as of 1.9.1) ## Compilation time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann | - | 2.48 | 0.47 | 1.51 | 1.44 -Bellman Ford | - | 4.08 | 1.42 | 2.67 | 2.63 -Dijkstra | - | 3.10 | 1.62 | 2.75 | 2.66 -Euler | - | 3.58 | 2.20 | 2.65 | 2.68 -Midpoint Explicit | - | 3.98 | 3.04 | 3.02 | 3.08 -Midpoint Fixed | - | 4.73 | 3.23 | 3.19 | 3.25 -RK4 | - | 5.28 | 3.66 | 3.89 | 3.86 -FD - L Convection | - | 3.08 | 1.18 | 2.59 | 2.65 -FD - NL Convection | - | 3.91 | 1.25 | 2.58 | 2.65 -FD - Poisson | - | 4.12 | 1.78 | 2.81 | 2.82 -FD - Laplace | - | 8.36 | 3.45 | 3.34 | 3.44 -M-D | - | 8.53 | 4.02 | 3.94 | 3.60 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann | - | 2.06 | 1.95 | 0.40 | 1.29 | 1.21 | - | - +Bellman Ford | - | 3.41 | 3.42 | 1.21 | 2.23 | 2.18 | - | - +Dijkstra | - | 2.68 | 2.61 | 1.38 | 2.31 | 2.22 | - | - ## Execution time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann (ms) | 482.00 $\pm$ 3.00 | 3.03 $\pm$ 0.00 | 17.00 $\pm$ 0.40 | 2.56 $\pm$ 0.00 | 2.78 $\pm$ 0.00 -Bellman Ford (ms) | 3490.00 $\pm$ 90.00 | 9.26 $\pm$ 0.01 | 7.63 $\pm$ 0.01 | 4.59 $\pm$ 0.01 | 7.76 $\pm$ 0.01 -Dijkstra (ms) | 8820.00 $\pm$ 30.00 | 55.20 $\pm$ 0.50 | 45.10 $\pm$ 0.80 | 43.20 $\pm$ 0.40 | 57.00 $\pm$ 0.80 -Euler (ms) | 5490.00 $\pm$ 40.00 | 50.30 $\pm$ 0.30 | 134.00 $\pm$ 1.00 | 24.40 $\pm$ 0.80 | 281.00 $\pm$ 4.00 -Midpoint Explicit (ms) | 11300.00 $\pm$ 100.00 | 96.90 $\pm$ 0.60 | 249.00 $\pm$ 1.00 | 35.40 $\pm$ 0.50 | 556.00 $\pm$ 3.00 -Midpoint Fixed (s) | 56.10 $\pm$ 1.00 | 0.80 $\pm$ 0.01 | 1.26 $\pm$ 0.00 | 0.12 $\pm$ 0.01 | 2.77 $\pm$ 0.02 -RK4 (ms) | 27500.00 $\pm$ 200.00 | 245.00 $\pm$ 7.00 | 460.00 $\pm$ 3.00 | 56.00 $\pm$ 2.90 | 926.00 $\pm$ 74.00 -FD - L Convection (ms) | 3990.00 $\pm$ 20.00 | 3.66 $\pm$ 0.07 | 4.01 $\pm$ 0.17 | 1.98 $\pm$ 0.07 | 2.91 $\pm$ 0.02 -FD - NL Convection (ms) | 5000.00 $\pm$ 20.00 | 4.21 $\pm$ 0.04 | 4.11 $\pm$ 0.14 | 2.08 $\pm$ 0.06 | 3.19 $\pm$ 0.17 -FD - Poisson (ms) | 10600.00 $\pm$ 0.00 | 7.23 $\pm$ 0.02 | 11.70 $\pm$ 0.10 | 4.44 $\pm$ 0.01 | 5.88 $\pm$ 0.00 -FD - Laplace (ms) | 870.00 $\pm$ 8.00 | 279.00 $\pm$ 2.00 | 457.00 $\pm$ 4.00 | 90.50 $\pm$ 1.90 | 500.00 $\pm$ 2.00 -M-D (ms) | 22300.00 $\pm$ 200.00 | 63.50 $\pm$ 0.00 | 88.20 $\pm$ 0.40 | 127.00 $\pm$ 0.00 | 132.00 $\pm$ 0.00 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann (ms) | 427.00 $\pm$ 0.00 | 9.53 $\pm$ 0.04 | 9.52 $\pm$ 0.00 | 28.30 $\pm$ 0.20 | 3.11 $\pm$ 0.00 | 2.94 $\pm$ 0.00 | - | - +Bellman Ford (ms) | 2810.00 $\pm$ 20.00 | 7.72 $\pm$ 0.02 | 7.71 $\pm$ 0.00 | 6.37 $\pm$ 0.01 | 3.84 $\pm$ 0.00 | 6.45 $\pm$ 0.01 | - | - +Dijkstra (ms) | 7250.00 $\pm$ 40.00 | 46.80 $\pm$ 1.00 | 46.80 $\pm$ 0.80 | 38.70 $\pm$ 0.50 | 37.00 $\pm$ 1.20 | 47.90 $\pm$ 0.70 | - | - ![Python 3.9 compilation results](./version_specific_results/pypi_performance_39_compilation.svg) ![Python 3.9 execution results](./version_specific_results/pypi_performance_39_execution.svg) ## Python 3.10 results ### Performance Comparison (as of 1.9.1) ## Compilation time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann | - | 3.65 | 0.59 | 1.84 | 1.78 -Bellman Ford | - | 5.14 | 1.76 | 3.21 | 3.04 -Dijkstra | - | 4.05 | 1.99 | 3.32 | 3.11 -Euler | - | 4.64 | 2.73 | 3.13 | 3.22 -Midpoint Explicit | - | 5.05 | 3.75 | 3.60 | 3.70 -Midpoint Fixed | - | 6.03 | 3.94 | 3.63 | 3.75 -RK4 | - | 6.70 | 4.51 | 4.45 | 4.50 -FD - L Convection | - | 3.84 | 1.45 | 3.16 | 3.20 -FD - NL Convection | - | 5.04 | 1.54 | 3.11 | 3.27 -FD - Poisson | - | 5.32 | 2.18 | 3.33 | 3.44 -FD - Laplace | - | 10.88 | 4.08 | 3.98 | 3.97 -M-D | - | 10.58 | 5.39 | 4.71 | 4.14 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann | - | 2.70 | 2.32 | 0.43 | 1.47 | 1.32 | - | - +Bellman Ford | - | 3.80 | 3.88 | 1.28 | 2.36 | 2.33 | - | - +Dijkstra | - | 2.95 | 2.97 | 1.47 | 2.49 | 2.33 | - | - ## Execution time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann (ms) | 570.00 $\pm$ 11.00 | 10.30 $\pm$ 0.30 | 33.80 $\pm$ 0.60 | 2.66 $\pm$ 0.11 | 2.71 $\pm$ 0.07 -Bellman Ford (ms) | 3780.00 $\pm$ 50.00 | 8.22 $\pm$ 0.26 | 8.78 $\pm$ 0.25 | 5.75 $\pm$ 0.20 | 11.60 $\pm$ 0.40 -Dijkstra (ms) | 9740.00 $\pm$ 90.00 | 53.20 $\pm$ 2.40 | 54.50 $\pm$ 2.60 | 45.80 $\pm$ 1.60 | 68.50 $\pm$ 2.40 -Euler (ms) | 6940.00 $\pm$ 340.00 | 55.70 $\pm$ 2.40 | 148.00 $\pm$ 5.00 | 30.90 $\pm$ 1.40 | 316.00 $\pm$ 7.00 -Midpoint Explicit (ms) | 13700.00 $\pm$ 900.00 | 107.00 $\pm$ 4.00 | 302.00 $\pm$ 19.00 | 45.90 $\pm$ 2.50 | 600.00 $\pm$ 17.00 -Midpoint Fixed (s) | 68.90 $\pm$ 4.10 | 0.87 $\pm$ 0.01 | 1.43 $\pm$ 0.03 | 0.14 $\pm$ 0.01 | 2.96 $\pm$ 0.05 -RK4 (ms) | 34000.00 $\pm$ 1900.00 | 284.00 $\pm$ 19.00 | 533.00 $\pm$ 11.00 | 64.00 $\pm$ 3.40 | 996.00 $\pm$ 17.00 -FD - L Convection (ms) | 4310.00 $\pm$ 80.00 | 4.32 $\pm$ 0.14 | 4.86 $\pm$ 0.18 | 3.45 $\pm$ 0.37 | 5.01 $\pm$ 0.61 -FD - NL Convection (ms) | 5350.00 $\pm$ 90.00 | 5.31 $\pm$ 0.22 | 5.17 $\pm$ 0.17 | 3.54 $\pm$ 0.37 | 6.10 $\pm$ 0.65 -FD - Poisson (ms) | 11800.00 $\pm$ 100.00 | 11.50 $\pm$ 0.40 | 15.00 $\pm$ 0.40 | 9.31 $\pm$ 0.53 | 12.50 $\pm$ 0.30 -FD - Laplace (ms) | 1240.00 $\pm$ 30.00 | 393.00 $\pm$ 10.00 | 595.00 $\pm$ 15.00 | 203.00 $\pm$ 5.00 | 591.00 $\pm$ 13.00 -M-D (ms) | 26200.00 $\pm$ 600.00 | 80.20 $\pm$ 6.70 | 110.00 $\pm$ 5.00 | 146.00 $\pm$ 6.00 | 151.00 $\pm$ 3.00 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann (ms) | 445.00 $\pm$ 1.00 | 8.06 $\pm$ 0.02 | 8.04 $\pm$ 0.01 | 28.30 $\pm$ 0.20 | 3.17 $\pm$ 0.00 | 2.95 $\pm$ 0.01 | - | - +Bellman Ford (ms) | 2860.00 $\pm$ 30.00 | 7.73 $\pm$ 0.02 | 7.72 $\pm$ 0.01 | 6.37 $\pm$ 0.01 | 3.84 $\pm$ 0.00 | 6.46 $\pm$ 0.01 | - | - +Dijkstra (ms) | 7450.00 $\pm$ 60.00 | 48.60 $\pm$ 0.30 | 48.70 $\pm$ 0.30 | 42.00 $\pm$ 0.40 | 37.00 $\pm$ 0.40 | 50.20 $\pm$ 0.50 | - | - ![Python 3.10 compilation results](./version_specific_results/pypi_performance_310_compilation.svg) ![Python 3.10 execution results](./version_specific_results/pypi_performance_310_execution.svg) ## Python 3.11 results ### Performance Comparison (as of 1.9.1) ## Compilation time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann | - | 2.43 | 0.35 | 1.24 | 1.19 -Bellman Ford | - | 3.42 | 1.14 | 2.22 | 2.19 -Dijkstra | - | 2.60 | 1.27 | 2.30 | 2.20 -Euler | - | 2.99 | 1.71 | 2.17 | 2.21 -Midpoint Explicit | - | 3.34 | 2.37 | 2.47 | 2.57 -Midpoint Fixed | - | 3.86 | 2.51 | 2.53 | 2.59 -RK4 | - | 4.30 | 2.79 | 3.03 | 3.05 -FD - L Convection | - | 2.54 | 0.91 | 2.10 | 2.15 -FD - NL Convection | - | 3.25 | 0.97 | 2.12 | 2.21 -FD - Poisson | - | 3.42 | 1.40 | 2.28 | 2.30 -FD - Laplace | - | 6.71 | 2.61 | 2.70 | 2.77 -M-D | - | 7.05 | 3.20 | 3.17 | 2.95 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann | - | 3.33 | 2.65 | 0.49 | 1.63 | 1.56 | - | - +Bellman Ford | - | 4.52 | 4.52 | 1.47 | 2.72 | 2.64 | - | - +Dijkstra | - | 3.58 | 3.58 | 1.70 | 2.88 | 2.90 | - | - ## Execution time -Algorithm | python | pythran | numba | pyccel_fortran | pyccel_c -------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- -Ackermann (ms) | 406.00 $\pm$ 4.00 | 9.89 $\pm$ 0.01 | 27.10 $\pm$ 0.20 | 3.14 $\pm$ 0.01 | 3.24 $\pm$ 0.00 -Bellman Ford (ms) | 2620.00 $\pm$ 50.00 | 6.73 $\pm$ 0.01 | 6.34 $\pm$ 0.01 | 4.46 $\pm$ 0.00 | 6.59 $\pm$ 0.01 -Dijkstra (ms) | 6430.00 $\pm$ 30.00 | 42.20 $\pm$ 0.50 | 35.20 $\pm$ 0.60 | 32.80 $\pm$ 0.40 | 49.80 $\pm$ 0.50 -Euler (ms) | 4970.00 $\pm$ 20.00 | 39.90 $\pm$ 0.60 | 108.00 $\pm$ 0.00 | 20.40 $\pm$ 0.50 | 203.00 $\pm$ 3.00 -Midpoint Explicit (ms) | 10100.00 $\pm$ 0.00 | 78.00 $\pm$ 4.20 | 215.00 $\pm$ 14.00 | 29.70 $\pm$ 0.90 | 401.00 $\pm$ 2.00 -Midpoint Fixed (s) | 49.50 $\pm$ 0.20 | 0.61 $\pm$ 0.01 | 1.10 $\pm$ 0.03 | 0.10 $\pm$ 0.00 | 1.98 $\pm$ 0.02 -RK4 (ms) | 25000.00 $\pm$ 100.00 | 223.00 $\pm$ 6.00 | 405.00 $\pm$ 6.00 | 41.90 $\pm$ 0.70 | 666.00 $\pm$ 4.00 -FD - L Convection (ms) | 2670.00 $\pm$ 30.00 | 2.92 $\pm$ 0.06 | 3.25 $\pm$ 0.19 | 1.70 $\pm$ 0.01 | 2.62 $\pm$ 0.13 -FD - NL Convection (ms) | 3260.00 $\pm$ 30.00 | 3.36 $\pm$ 0.08 | 3.40 $\pm$ 0.11 | 1.61 $\pm$ 0.01 | 2.64 $\pm$ 0.32 -FD - Poisson (ms) | 8180.00 $\pm$ 130.00 | 5.78 $\pm$ 0.00 | 10.10 $\pm$ 0.10 | 4.20 $\pm$ 0.01 | 5.31 $\pm$ 0.00 -FD - Laplace (ms) | 367.00 $\pm$ 2.00 | 251.00 $\pm$ 1.00 | 390.00 $\pm$ 3.00 | 77.10 $\pm$ 0.80 | 365.00 $\pm$ 0.00 -M-D (ms) | 20000.00 $\pm$ 100.00 | 65.00 $\pm$ 0.00 | 78.30 $\pm$ 0.50 | 120.00 $\pm$ 0.00 | 122.00 $\pm$ 0.00 +Algorithm | python | pythran_gnu | pythran_intel | numba | pyccel_fortran_gnu | pyccel_c_gnu | pyccel_fortran_intel | pyccel_c_intel +------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- +Ackermann (ms) | 508.00 $\pm$ 11.00 | 9.12 $\pm$ 0.45 | 9.35 $\pm$ 0.25 | 32.50 $\pm$ 0.80 | 2.46 $\pm$ 0.09 | 2.57 $\pm$ 0.05 | - | - +Bellman Ford (ms) | 3370.00 $\pm$ 110.00 | 7.81 $\pm$ 0.24 | 7.73 $\pm$ 0.18 | 7.92 $\pm$ 0.41 | 5.12 $\pm$ 0.09 | 10.00 $\pm$ 0.30 | - | - +Dijkstra (ms) | 8670.00 $\pm$ 400.00 | 55.00 $\pm$ 1.60 | 55.40 $\pm$ 3.60 | 53.40 $\pm$ 3.20 | 41.90 $\pm$ 1.60 | 67.20 $\pm$ 2.10 | - | - ![Python 3.11 compilation results](./version_specific_results/pypi_performance_311_compilation.svg) ![Python 3.11 execution results](./version_specific_results/pypi_performance_311_execution.svg) diff --git a/current_version.txt b/current_version.txt index f8e233b2..9ab8337f 100644 --- a/current_version.txt +++ b/current_version.txt @@ -1 +1 @@ -1.9.0 +1.9.1