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a1a5adc9
编写于
12月 09, 2019
作者:
H
Huihuang Zheng
提交者:
GitHub
12月 09, 2019
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Refine English Doc of cond API (#21609)
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python/paddle/fluid/layers/control_flow.py
python/paddle/fluid/layers/control_flow.py
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python/paddle/fluid/layers/control_flow.py
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@@ -1851,24 +1851,45 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
...
@@ -1851,24 +1851,45 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
list of tensors.
list of tensors.
Note:
Note:
The tuples or lists in ``true_fn`` and ``false_fn`` must have same
1. The tuples or lists returned by ``true_fn`` and ``false_fn`` must have
shape because of dataflow model of PaddlePaddle while the tensors in the
the same shape because of dataflow model of PaddlePaddle while the
tuples or the lists can have different shapes.
tensors in the tuples or the lists can have different shapes.
2. Any tensors or operations created outside of ``true_fn`` and
``false_fn`` will be executed regardless of which branch is selected at
runtime. This has frequently surprised users who expected a lazy
semantics. For example:
.. code-block:: python
import paddle.fluid as fluid
a = fluid.data(name='a', shape=[-1, 1], dtype='float32')
b = fluid.data(name='b', shape=[-1, 1], dtype='float32')
c = a * b
out = fluid.layers.cond(a < b, lambda: a + c, lambda: b * b)
No matter whether ``a < b`` , ``c = a * b`` will run.
Args:
Args:
pred(Variable): A boolean tensor whose numel should be 1. The boolean
pred(Variable): A boolean tensor whose numel should be 1. The boolean
value determines whether to return the result of ``true_fn`` or
value determines whether to return the result of ``true_fn`` or
``false_fn``
``false_fn`` .
true_fn(callable): A callable to be performed if ``pred`` is true
true_fn(callable, optional): A callable to be performed if ``pred`` is
false_fn(callable): A callable to be performed if ``pred`` is false
true. The default value is ``None`` .
name(str, optional): The default value is ``None``. Normally users
false_fn(callable, optional): A callable to be performed if ``pred`` is
false. The default value is ``None`` .
name(str, optional): The default value is ``None`` . Normally users
don't have to set this parameter. For more information, please
don't have to set this parameter. For more information, please
refer to :ref:`api_guide_Name`.
refer to :ref:`api_guide_Name` .
Returns:
Variable|list(Variable)|tuple(Variable): returns ``true_fn()`` if the
predicate ``pred`` is true else ``false_fn()`` .
Raises:
Raises:
TypeError: if ``true_fn`` or ``false_fn`` is not callable.
TypeError: if ``true_fn`` or ``false_fn`` is not callable.
ValueError: if ``true_fn`` and ``false_fn`` do
esn't return the same
ValueError: if ``true_fn`` and ``false_fn`` do
n't return the same nest
nest
structure of tensors.
structure of tensors.
Examples:
Examples:
.. code-block:: python
.. code-block:: python
...
...
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