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 caffe2.python.hypothesis_test_util as hu

import unittest


class TestSoftplus(hu.HypothesisTestCase):

    @given(X=hu.tensor(),
           **hu.gcs)
    def test_softplus(self, X, gc, dc):
        op = core.CreateOperator("Softplus", ["X"], ["Y"])
        self.assertDeviceChecks(dc, op, [X], [0])
        self.assertGradientChecks(gc, op, [X], 0, [0], stepsize=0.0005)


if __name__ == "__main__":
    unittest.main()

@@ -567,25 +567,8 @@
  %5B0%5D
-, stepsize=0.0005
 )%0A%0A%0A

Fix gradient checking for softplus op