pyodide/benchmark/benchmarks/evolve.py

23 lines
691 B
Python

# setup: import numpy as np ; grid_shape = (512, 512) ; grid = np.zeros(grid_shape) ; block_low = int(grid_shape[0] * .4) ; block_high = int(grid_shape[0] * .5) ; grid[block_low:block_high, block_low:block_high] = 0.005 # noqa
# run: evolve(grid, 0.1)
# from: High Performance Python by Micha Gorelick and Ian Ozsvald,
# http://shop.oreilly.com/product/0636920028963.do
# pythran export evolve(float64[][], float)
import numpy as np
def laplacian(grid):
return (
np.roll(grid, +1, 0)
+ np.roll(grid, -1, 0)
+ np.roll(grid, +1, 1)
+ np.roll(grid, -1, 1)
- 4 * grid
)
def evolve(grid, dt, D=1):
return grid + dt * D * laplacian(grid)