提交 3110bf9a 编写于 作者: Q qijun

merge activation operator python tests

上级 0957fa7b
......@@ -3,6 +3,34 @@ 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"
......
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()
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()
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