From c479585640a06bd6e433386b5084847664d34645 Mon Sep 17 00:00:00 2001 From: Graham Markall Date: Thu, 3 Oct 2024 11:56:12 +0100 Subject: [PATCH] Start of tests --- .../cuda/tests/cudapy/test_cache_hints.py | 79 +++++++++++++++++++ 1 file changed, 79 insertions(+) create mode 100644 numba_cuda/numba/cuda/tests/cudapy/test_cache_hints.py diff --git a/numba_cuda/numba/cuda/tests/cudapy/test_cache_hints.py b/numba_cuda/numba/cuda/tests/cudapy/test_cache_hints.py new file mode 100644 index 0000000..08f645e --- /dev/null +++ b/numba_cuda/numba/cuda/tests/cudapy/test_cache_hints.py @@ -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()