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eb9ef885
编写于
10月 26, 2021
作者:
H
Huihuang Zheng
提交者:
GitHub
10月 26, 2021
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差异文件
Modify paddle.static.nn.cond doc (#36694)
Update `cond` English document
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9aeca2f1
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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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eb9ef885
...
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@@ -2316,10 +2316,13 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
the same shape because of dataflow model of PaddlePaddle while the
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:
2. This API could be used under both static mode or dygraph mode. If it
is in dygraph mode, the API only runs one branch based on condition.
3. If it is in static mode, any tensors or operations created outside
or inside of ``true_fn`` and ``false_fn`` will be in net building
regardless of which branch is selected at runtime. This has frequently
surprised users who expected a lazy semantics. For example:
.. code-block:: python
...
...
@@ -2328,9 +2331,11 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
a = paddle.zeros((1, 1))
b = paddle.zeros((1, 1))
c = a * b
out = paddle.nn.cond(a < b, lambda: a + c, lambda: b * b)
out = paddle.
static.
nn.cond(a < b, lambda: a + c, lambda: b * b)
No matter whether ``a < b`` , ``c = a * b`` will run.
No matter whether ``a < b`` , ``c = a * b`` will be in net building and
run. ``a + c`` and ``b * b`` will be in net building, but only one
branch will be executed during runtime.
Args:
pred(Tensor): A boolean tensor whose numel should be 1. The boolean
...
...
@@ -2366,24 +2371,24 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
# return 3, 2
#
def true_func():
return paddle.f
ill_constant
(shape=[1, 2], dtype='int32',
value=1), paddle.fill_constant
(shape=[2, 3],
return paddle.f
ull
(shape=[1, 2], dtype='int32',
fill_value=1), paddle.full
(shape=[2, 3],
dtype='bool',
value=True)
fill_
value=True)
def false_func():
return paddle.f
ill_constant
(shape=[3, 4], dtype='float32',
value=3), paddle.fill_constant
(shape=[4, 5],
return paddle.f
ull
(shape=[3, 4], dtype='float32',
fill_value=3), paddle.full
(shape=[4, 5],
dtype='int64',
value=2)
fill_value=2)
x = paddle.f
ill_constant(shape=[1], dtype='float32',
value=0.1)
y = paddle.f
ill_constant(shape=[1], dtype='float32',
value=0.23)
x = paddle.f
ull(shape=[1], dtype='float32', fill_
value=0.1)
y = paddle.f
ull(shape=[1], dtype='float32', fill_
value=0.23)
pred = paddle.less_than(x=x, y=y, name=None)
ret = paddle.nn.cond(pred, true_func, false_func)
ret = paddle.
static.
nn.cond(pred, true_func, false_func)
# ret is a tuple containing 2 tensors
# ret[0] = [[1 1]]
# ret[1] = [[ True True True]
...
...
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