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Michael Kuron authoredMichael Kuron authored
test_cuda_known_functions.py 1.37 KiB
import sympy
import pytest
import pystencils
from pystencils.astnodes import get_dummy_symbol
from pystencils.backends.cuda_backend import CudaSympyPrinter
from pystencils.data_types import address_of
def test_cuda_known_functions():
printer = CudaSympyPrinter()
print(printer.known_functions)
x, y = pystencils.fields('x,y: float32 [2d]')
assignments = pystencils.AssignmentCollection({
get_dummy_symbol(): sympy.Function('atomicAdd')(address_of(y.center()), 2),
y.center(): sympy.Function('rsqrtf')(x[0, 0])
})
ast = pystencils.create_kernel(assignments, 'gpu')
pytest.importorskip('pycuda')
pystencils.show_code(ast)
kernel = ast.compile()
assert(kernel is not None)
def test_cuda_but_not_c():
x, y = pystencils.fields('x,y: float32 [2d]')
assignments = pystencils.AssignmentCollection({
get_dummy_symbol(): sympy.Function('atomicAdd')(address_of(y.center()), 2),
y.center(): sympy.Function('rsqrtf')(x[0, 0])
})
ast = pystencils.create_kernel(assignments, 'cpu')
pystencils.show_code(ast)
def test_cuda_unknown():
x, y = pystencils.fields('x,y: float32 [2d]')
assignments = pystencils.AssignmentCollection({
get_dummy_symbol(): sympy.Function('wtf')(address_of(y.center()), 2),
})
ast = pystencils.create_kernel(assignments, 'gpu')
pystencils.show_code(ast)