merge activation operator python tests

update-doc-pybind
qijun 8 years ago
parent 0957fa7b3c
commit 3110bf9a9a

@ -0,0 +1,50 @@
import unittest
import numpy as np
from op_test import OpTest
class TestExp(OpTest):
def setUp(self):
self.op_type = "exp"
self.inputs = {
'X': np.random.uniform(0.1, 1, [11, 17]).astype("float32")
}
self.outputs = {'Y': np.exp(self.inputs['X'])}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
class TestRelu(OpTest):
def setUp(self):
self.op_type = "relu"
self.inputs = {'X': np.random.uniform(-1, 1, [4, 4]).astype("float32")}
self.outputs = {'Y': np.maximum(self.inputs['X'], 0)}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
class TestSigmoid(OpTest):
def setUp(self):
self.op_type = "sigmoid"
self.inputs = {
'X': np.random.uniform(0.1, 1, [11, 17]).astype("float32")
}
self.outputs = {'Y': 1 / (1 + np.exp(-self.inputs['X']))}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
if __name__ == "__main__":
unittest.main()

@ -1,22 +0,0 @@
import unittest
import numpy as np
from op_test import OpTest
class TestExp(OpTest):
def setUp(self):
self.op_type = "exp"
self.inputs = {
'X': np.random.uniform(0.1, 1, [11, 17]).astype("float32")
}
self.outputs = {'Y': np.exp(self.inputs['X'])}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
if __name__ == "__main__":
unittest.main()

@ -1,20 +0,0 @@
import unittest
import numpy as np
from op_test import OpTest
class TestRelu(OpTest):
def setUp(self):
self.op_type = "relu"
self.inputs = {'X': np.random.uniform(-1, 1, [4, 4]).astype("float32")}
self.outputs = {'Y': np.maximum(self.inputs['X'], 0)}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
if __name__ == "__main__":
unittest.main()

@ -1,22 +0,0 @@
import unittest
import numpy as np
from op_test import OpTest
class TestSigmoid(OpTest):
def setUp(self):
self.op_type = "sigmoid"
self.inputs = {
'X': np.random.uniform(0.1, 1, [11, 17]).astype("float32")
}
self.outputs = {'Y': 1 / (1 + np.exp(-self.inputs['X']))}
def test_check_output(self):
self.check_output()
def test_check_grad(self):
self.check_grad(['X'], 'Y', max_relative_error=0.007)
if __name__ == "__main__":
unittest.main()
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