未验证 提交 24e41915 编写于 作者: F Feiyu Chan 提交者: GitHub

add doc for erf op (#1675)

* add doc for erf op in Chinese.
* update doc for erf op to add float16 support.
上级 37b4111a
.. _cn_api_fluid_layers_erf:
erf
-------------------------------
.. py:function:: paddle.fluid.layers.erf(x)
逐元素计算 Erf 激活函数。更多细节请参考 `Error function <https://en.wikipedia.org/wiki/Error_function>`_ 。
.. math::
out = \frac{2}{\sqrt{\pi}} \int_{0}^{x}e^{- \eta^{2}}d\eta
参数:
- **x** (Variable) - Erf Op 的输入,多维 Tensor 或 LoDTensor,数据类型为 float16, float32 或 float64。
返回:
- 多维 Tensor 或 LoDTensor, 数据类型为 float16, float32 或 float64, 和输入 x 的数据类型相同,形状和输入 x 相同。
返回类型:
- Variable
**代码示例**:
.. code-block:: python
# declarative mode
import numpy as np
from paddle import fluid
x = fluid.data(name="x", shape=(-1, 3), dtype="float32")
y = fluid.layers.erf(x)
place = fluid.CPUPlace()
exe = fluid.Executor(place)
start = fluid.default_startup_program()
main = fluid.default_main_program()
data = np.random.randn(2, 3).astype("float32")
exe.run(start)
y_np, = exe.run(main, feed={"x": data}, fetch_list=[y])
data
# array([[ 0.4643714 , -1.1509596 , 1.2538221 ],
# [ 0.34369683, 0.27478245, 1.1805398 ]], dtype=float32)
y_np
# array([[ 0.48863927, -0.8964121 , 0.9237998 ],
# [ 0.37307587, 0.30242872, 0.9049887 ]], dtype=float32)
.. code-block:: python
# imperative mode
import numpy as np
from paddle import fluid
import paddle.fluid.dygraph as dg
data = np.random.randn(2, 3).astype("float32")
place = fluid.CPUPlace()
with dg.guard(place) as g:
x = dg.to_variable(data)
y = fluid.layers.erf(x)
y_np = y.numpy()
data
# array([[ 0.4643714 , -1.1509596 , 1.2538221 ],
# [ 0.34369683, 0.27478245, 1.1805398 ]], dtype=float32)
y_np
# array([[ 0.48863927, -0.8964121 , 0.9237998 ],
# [ 0.37307587, 0.30242872, 0.9049887 ]], dtype=float32)
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