This change will substantially increase the speed (20x) of several functions that are called each iteration. While this won't affect total code execution by a significant margin, it will at least make those functions that are now decorated by Numba a lot faster.
See the example below of speedup for combine_data().
The input data used for testing is identical to the input data supplied to the function during the first iteration of the simulation. I did not change any of the parameters for this test.
ATGSilva
commented
2 years ago
This change will substantially increase the speed (20x) of several functions that are called each iteration. While this won't affect total code execution by a significant margin, it will at least make those functions that are now decorated by Numba a lot faster. See the example below of speedup for
combine_data().The input data used for testing is identical to the input data supplied to the function during the first iteration of the simulation. I did not change any of the parameters for this test.