未验证 提交 8318094b 编写于 作者: T Tao Luo 提交者: GitHub

Merge pull request #11626 from ktlichkid/fix-log

Fix log and relu layer
......@@ -4920,16 +4920,16 @@ def random_crop(x, shape, seed=None):
return out
def log(x):
def log(input):
"""
Calculates the natural log of the given input tensor, element-wise.
.. math::
Out = \\ln(x)
Out = \\ln(input)
Args:
x (Variable): Input tensor.
input (Variable): Input tensor.
Returns:
Variable: The natural log of the input tensor computed element-wise.
......@@ -4938,7 +4938,7 @@ def log(x):
.. code-block:: python
output = fluid.layers.log(x)
output = fluid.layers.log(input)
"""
helper = LayerHelper('log', **locals())
dtype = helper.input_dtype(input_param_name='x')
......@@ -4947,18 +4947,18 @@ def log(x):
return out
def relu(x):
def relu(input):
"""
Relu takes one input data (Tensor) and produces one output data (Tensor)
where the rectified linear function, y = max(0, x), is applied to
where the rectified linear function, y = max(0, input), is applied to
the tensor elementwise.
.. math::
Out = \\max(0, x)
Out = \\max(0, input)
Args:
x (Variable): The input tensor.
input (Variable): The input tensor.
Returns:
Variable: The output tensor with the same shape as input.
......@@ -4967,7 +4967,7 @@ def relu(x):
.. code-block:: python
output = fluid.layers.relu(x)
output = fluid.layers.relu(input)
"""
helper = LayerHelper('relu', **locals())
dtype = helper.input_dtype(input_param_name='x')
......
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