mirror of
https://github.com/saymrwulf/pytorch.git
synced 2026-05-15 21:00:47 +00:00
d315c62e72
Summary: fbshipit-source-id: 886ac051235a878b5b0fe294619bb6184d5d24ab (Note: this ignores all push blocking failures!) Reviewed By: dzhulgakov Differential Revision: D5947236 fbshipit-source-id: c3f7d00d5d7faad6366d4c456fffb9387f30b2aa
47 lines
1.5 KiB
Python
47 lines
1.5 KiB
Python
# Copyright (c) 2016-present, Facebook, Inc.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
##############################################################################
|
|
|
|
from __future__ import absolute_import
|
|
from __future__ import division
|
|
from __future__ import print_function
|
|
from __future__ import unicode_literals
|
|
|
|
from caffe2.python import core
|
|
from hypothesis import given
|
|
import hypothesis.strategies as st
|
|
import caffe2.python.hypothesis_test_util as hu
|
|
import caffe2.python.mkl_test_util as mu
|
|
import numpy as np
|
|
|
|
import unittest
|
|
|
|
|
|
class TestRelu(hu.HypothesisTestCase):
|
|
|
|
@given(X=hu.tensor(),
|
|
engine=st.sampled_from(["", "CUDNN"]),
|
|
**mu.gcs)
|
|
def test_relu(self, X, gc, dc, engine):
|
|
op = core.CreateOperator("Relu", ["X"], ["Y"], engine=engine)
|
|
# go away from the origin point to avoid kink problems
|
|
X += 0.02 * np.sign(X)
|
|
X[X == 0.0] += 0.02
|
|
self.assertDeviceChecks(dc, op, [X], [0])
|
|
self.assertGradientChecks(gc, op, [X], 0, [0])
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|
|
|