mirror of
https://github.com/saymrwulf/pytorch.git
synced 2026-05-14 20:57:59 +00:00
27c7158166
Summary: There is a module called `2to3` which you can target for future specifically to remove these, the directory of `caffe2` has the most redundant imports: ```2to3 -f future -w caffe2``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/45033 Reviewed By: seemethere Differential Revision: D23808648 Pulled By: bugra fbshipit-source-id: 38971900f0fe43ab44a9168e57f2307580d36a38
68 lines
2.1 KiB
Python
68 lines
2.1 KiB
Python
|
|
|
|
|
|
|
|
|
|
import unittest
|
|
import hypothesis.strategies as st
|
|
from hypothesis import given
|
|
import numpy as np
|
|
from caffe2.python import core, workspace
|
|
import caffe2.python.hypothesis_test_util as hu
|
|
import caffe2.python.mkl_test_util as mu
|
|
import caffe2.proto.caffe2_pb2 as pb2
|
|
|
|
@unittest.skipIf(not workspace.C.has_mkldnn,
|
|
"Skipping as we do not have mkldnn.")
|
|
class MKCopyTest(hu.HypothesisTestCase):
|
|
@given(width=st.integers(7, 9),
|
|
height=st.integers(7, 9),
|
|
input_channels=st.integers(1, 3),
|
|
batch_size=st.integers(1, 3),
|
|
**mu.gcs)
|
|
def test_mkl_copy(self,
|
|
width,
|
|
height,
|
|
input_channels,
|
|
batch_size,
|
|
gc, dc):
|
|
X = np.random.rand(
|
|
batch_size, input_channels, width, height).astype(np.float32)
|
|
self.ws.create_blob("X").feed(X, pb2.DeviceOption())
|
|
self.ws.run(core.CreateOperator(
|
|
"CopyCPUToMKL",
|
|
["X"],
|
|
["X_MKL"],
|
|
device_option=pb2.DeviceOption(device_type=pb2.MKLDNN)
|
|
))
|
|
self.ws.run(core.CreateOperator(
|
|
"CopyMKLToCPU",
|
|
["X_MKL"],
|
|
["X_copy"],
|
|
device_option=pb2.DeviceOption(device_type=pb2.MKLDNN)
|
|
))
|
|
np.testing.assert_array_equal(X, self.ws.blobs["X_copy"].fetch())
|
|
|
|
@given(n=st.sampled_from([0, 10]))
|
|
def test_mkl_zero_copy(self, n):
|
|
shape = (0, n)
|
|
X = np.zeros(shape=shape).astype(np.float32)
|
|
self.ws.create_blob("X").feed(X, pb2.DeviceOption())
|
|
self.ws.run(core.CreateOperator(
|
|
"CopyCPUToMKL",
|
|
["X"],
|
|
["X_MKL"],
|
|
device_option=pb2.DeviceOption(device_type=pb2.MKLDNN)
|
|
))
|
|
self.ws.run(core.CreateOperator(
|
|
"CopyMKLToCPU",
|
|
["X_MKL"],
|
|
["X_copy"],
|
|
device_option=pb2.DeviceOption(device_type=pb2.MKLDNN)
|
|
))
|
|
np.testing.assert_equal(shape, self.ws.blobs["X_copy"].fetch().shape)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
import unittest
|
|
unittest.main()
|