-
Notifications
You must be signed in to change notification settings - Fork 10
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
1 changed file
with
79 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,79 @@ | ||
from numba import cuda, typeof | ||
from numba.cuda.testing import unittest, CUDATestCase | ||
import numpy as np | ||
|
||
types = ( | ||
np.int8, np.int16, np.int32, np.int64, | ||
np.uint8, np.uint16, np.uint32, np.uint64, | ||
np.float16, np.float32, np.float64, | ||
) | ||
|
||
complex_types = ( | ||
np.complex64, np.complex128 | ||
) | ||
|
||
load_operators = ( | ||
(cuda.ldca, 'ca'), | ||
(cuda.ldcg, 'cg'), | ||
(cuda.ldcs, 'cs'), | ||
(cuda.ldlu, 'lu'), | ||
(cuda.ldcv, 'cv') | ||
) | ||
store_operators = ( | ||
(cuda.stcg, 'cg'), | ||
(cuda.stcs, 'cs'), | ||
(cuda.stwb, 'wb'), | ||
(cuda.stwt, 'wt') | ||
) | ||
|
||
|
||
class TestCacheHints(CUDATestCase): | ||
def test_loads(self): | ||
for operator, modifier in load_operators: | ||
@cuda.jit | ||
def f(r, x): | ||
for i in range(len(r)): | ||
r[i] = operator(x, i) | ||
|
||
for ty in types: | ||
with self.subTest(operator=operator, ty=ty): | ||
x = np.arange(5).astype(ty) | ||
r = np.zeros_like(x) | ||
|
||
f[1, 1](r, x) | ||
np.testing.assert_equal(r, x) | ||
|
||
# Check PTX contains a cache-policy load instruction | ||
numba_type = typeof(x) | ||
bitwidth = numba_type.dtype.bitwidth | ||
sig = (numba_type, numba_type) | ||
ptx, _ = cuda.compile_ptx(f, sig) | ||
|
||
self.assertIn(f"ld.global.{modifier}.b{bitwidth}", ptx) | ||
|
||
def test_stores(self): | ||
for operator, modifier in store_operators: | ||
@cuda.jit | ||
def f(r, x): | ||
for i in range(len(r)): | ||
operator(r, i, x[i]) | ||
|
||
for ty in types: | ||
with self.subTest(operator=operator, ty=ty): | ||
x = np.arange(5).astype(ty) | ||
r = np.zeros_like(x) | ||
|
||
f[1, 1](r, x) | ||
np.testing.assert_equal(r, x) | ||
|
||
# Check PTX contains a cache-policy store instruction | ||
numba_type = typeof(x) | ||
bitwidth = numba_type.dtype.bitwidth | ||
sig = (numba_type, numba_type) | ||
ptx, _ = cuda.compile_ptx(f, sig) | ||
|
||
self.assertIn(f"st.global.{modifier}.b{bitwidth}", ptx) | ||
|
||
|
||
if __name__ == '__main__': | ||
unittest.main() |