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import gc | ||
import numpy as np | ||
import unittest | ||
from unittest.mock import patch | ||
from numba.cuda.runtime import rtsys | ||
from numba.tests.support import EnableNRTStatsMixin | ||
from numba.cuda.testing import CUDATestCase | ||
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from numba.cuda.tests.nrt.mock_numpy import cuda_empty, cuda_empty_like | ||
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from numba import cuda | ||
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class TestNrtRefCt(EnableNRTStatsMixin, CUDATestCase): | ||
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def setUp(self): | ||
# Clean up any NRT-backed objects hanging in a dead reference cycle | ||
gc.collect() | ||
super(TestNrtRefCt, self).setUp() | ||
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def test_no_return(self): | ||
""" | ||
Test issue #1291 | ||
""" | ||
n = 10 | ||
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@cuda.jit(debug=True) | ||
def kernel(): | ||
for i in range(n): | ||
temp = cuda_empty(2, np.float64) # noqa: F841 | ||
return None | ||
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init_stats = rtsys.get_allocation_stats() | ||
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with patch('numba.config.CUDA_ENABLE_NRT', True, create=True): | ||
kernel[1,1]() | ||
cur_stats = rtsys.get_allocation_stats() | ||
self.assertEqual(cur_stats.alloc - init_stats.alloc, n) | ||
self.assertEqual(cur_stats.free - init_stats.free, n) | ||
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def test_escaping_var_init_in_loop(self): | ||
""" | ||
Test issue #1297 | ||
""" | ||
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@cuda.jit | ||
def g(n): | ||
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x = cuda_empty((n, 2), np.float64) | ||
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for i in range(n): | ||
y = x[i] | ||
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for i in range(n): | ||
y = x[i] # noqa: F841 | ||
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return None | ||
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init_stats = rtsys.get_allocation_stats() | ||
with patch('numba.config.CUDA_ENABLE_NRT', True, create=True): | ||
g[1, 1](10) | ||
cur_stats = rtsys.get_allocation_stats() | ||
self.assertEqual(cur_stats.alloc - init_stats.alloc, 1) | ||
self.assertEqual(cur_stats.free - init_stats.free, 1) | ||
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def test_invalid_computation_of_lifetime(self): | ||
""" | ||
Test issue #1573 | ||
""" | ||
@cuda.jit | ||
def if_with_allocation_and_initialization(arr1, test1): | ||
tmp_arr = cuda_empty_like(arr1) | ||
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for i in range(tmp_arr.shape[0]): | ||
pass | ||
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if test1: | ||
cuda_empty_like(arr1) | ||
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arr = np.random.random((5, 5)) # the values are not consumed | ||
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init_stats = rtsys.get_allocation_stats() | ||
with patch('numba.config.CUDA_ENABLE_NRT', True, create=True): | ||
if_with_allocation_and_initialization[1, 1](arr, False) | ||
cur_stats = rtsys.get_allocation_stats() | ||
self.assertEqual(cur_stats.alloc - init_stats.alloc, | ||
cur_stats.free - init_stats.free) | ||
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def test_del_at_beginning_of_loop(self): | ||
""" | ||
Test issue #1734 | ||
""" | ||
@cuda.jit | ||
def f(arr): | ||
res = 0 | ||
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for i in (0, 1): | ||
# `del t` is issued here before defining t. It must be | ||
# correctly handled by the lowering phase. | ||
t = arr[i] | ||
if t[i] > 1: | ||
res += t[i] | ||
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arr = np.ones((2, 2)) | ||
init_stats = rtsys.get_allocation_stats() | ||
with patch('numba.config.CUDA_ENABLE_NRT', True, create=True): | ||
f[1, 1](arr) | ||
cur_stats = rtsys.get_allocation_stats() | ||
self.assertEqual(cur_stats.alloc - init_stats.alloc, | ||
cur_stats.free - init_stats.free) | ||
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if __name__ == '__main__': | ||
unittest.main() |