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import unittest
import hypothesis.strategies as st
from hypothesis import given
from caffe2.python import core, workspace
import caffe2.python.hypothesis_test_util as hu
import caffe2.python.mkl_test_util as mu
@unittest.skipIf(not workspace.C.has_mkldnn,
"Skipping as we do not have mkldnn.")
class MKLFillTest(hu.HypothesisTestCase):
@given(n=st.integers(1, 4), c=st.integers(1, 4),
h=st.integers(1, 4), w=st.integers(1, 4),
filler=st.sampled_from(
["XavierFill", "ConstantFill", "GaussianFill", "MSRAFill"]
),
seed=st.integers(5, 10),
**mu.gcs_cpu_mkl)
def test_mkl_fill(self, n, c, h, w, filler, seed, gc, dc):
op = core.CreateOperator(
filler,
[],
["Y"],
shape=[n, c, h, w],
)
for d in dc:
d.random_seed = seed
self.assertDeviceChecks(dc, op, [], [0])
if __name__ == "__main__":
import unittest
unittest.main()
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