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pytensor
Commits
880db4b2
提交
880db4b2
authored
10月 20, 2011
作者:
Razvan Pascanu
提交者:
David Warde-Farley
11月 16, 2011
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差异文件
renamed true branch to then branch and false to else
There was a confusion in the naming of the two branches of the ifelse.
上级
d0c111cf
隐藏空白字符变更
内嵌
并排
正在显示
1 个修改的文件
包含
23 行增加
和
23 行删除
+23
-23
ifelse.py
theano/ifelse.py
+23
-23
没有找到文件。
theano/ifelse.py
浏览文件 @
880db4b2
...
@@ -258,11 +258,11 @@ class IfElse(PureOp):
...
@@ -258,11 +258,11 @@ class IfElse(PureOp):
return
thunk
return
thunk
def
ifelse
(
condition
,
t
rue_branch
,
fa
lse_branch
,
name
=
None
):
def
ifelse
(
condition
,
t
hen_branch
,
e
lse_branch
,
name
=
None
):
"""
"""
This function corresponds to an if statement, returning (and evaluating)
This function corresponds to an if statement, returning (and evaluating)
inputs in the ``t
rue
_branch`` if ``condition`` evaluates to True or
inputs in the ``t
hen
_branch`` if ``condition`` evaluates to True or
inputs in the ``
fa
lse_branch`` if ``condition`` evalutates to False.
inputs in the ``
e
lse_branch`` if ``condition`` evalutates to False.
:type condition: scalar like
:type condition: scalar like
:param condition:
:param condition:
...
@@ -270,49 +270,49 @@ def ifelse(condition, true_branch, false_branch, name=None):
...
@@ -270,49 +270,49 @@ def ifelse(condition, true_branch, false_branch, name=None):
If it evaluates to 0 it corresponds to False, anything else stands
If it evaluates to 0 it corresponds to False, anything else stands
for True.
for True.
:type t
rue
_branch: list of theano expressions/ theano expressions
:type t
hen
_branch: list of theano expressions/ theano expressions
:param t
rue
_branch:
:param t
hen
_branch:
A single theano variable or a list of theano variables that the
A single theano variable or a list of theano variables that the
function should return as the output if ``condition`` evaluates to true.
function should return as the output if ``condition`` evaluates to true.
The number of variables should match those in the
false_branch
, and
The number of variables should match those in the
``else_branch``
, and
there should be a one to one correspondance (type wise) with the
there should be a one to one correspondance (type wise) with the
tensors provided in the
fa
lse branch
tensors provided in the
e
lse branch
:type
fa
lse_branch: list of theano expressions/ theano expressions
:type
e
lse_branch: list of theano expressions/ theano expressions
:param
fa
lse_branch:
:param
e
lse_branch:
A single theano variable or a list of theano variables that the
A single theano variable or a list of theano variables that the
function should return as the output if ``condition`` evaluates to false.
function should return as the output if ``condition`` evaluates to false.
The number of variables should match those in the t
rue
branch, and
The number of variables should match those in the t
hen
branch, and
there should be a one to one correspondace (type wise) with the
there should be a one to one correspondace (type wise) with the
tensors provided in the t
rue
branch.
tensors provided in the t
hen
branch.
:return:
:return:
A list of theano variables or a single variable (depending on the
A list of theano variables or a single variable (depending on the
nature of the ``t
rue_branch`` and ``fa
lse_branch``). More exactly if
nature of the ``t
hen_branch`` and ``e
lse_branch``). More exactly if
``t
rue_branch`` and ``fa
lse_branch`` is a tensor, then
``t
hen_branch`` and ``e
lse_branch`` is a tensor, then
the return variable will be just a single variable, otherwise a
the return variable will be just a single variable, otherwise a
list. The value returns correspond either to the values in the
list. The value returns correspond either to the values in the
``t
rue_branch`` or in the ``fa
lse_branch`` depending on the value of
``t
hen_branch`` or in the ``e
lse_branch`` depending on the value of
``cond``.
``cond``.
"""
"""
if
type
(
t
rue
_branch
)
not
in
(
list
,
tuple
):
if
type
(
t
hen
_branch
)
not
in
(
list
,
tuple
):
t
rue_branch
=
[
true
_branch
]
t
hen_branch
=
[
then
_branch
]
if
type
(
fa
lse_branch
)
not
in
(
list
,
tuple
):
if
type
(
e
lse_branch
)
not
in
(
list
,
tuple
):
false_branch
=
[
fa
lse_branch
]
else_branch
=
[
e
lse_branch
]
if
len
(
t
rue_branch
)
!=
len
(
fa
lse_branch
):
if
len
(
t
hen_branch
)
!=
len
(
e
lse_branch
):
raise
ValueError
((
'The number of values on the `then` branch'
raise
ValueError
((
'The number of values on the `then` branch'
' should have the same number of variables as '
' should have the same number of variables as '
'the `else` branch : (variables on `then` '
'the `else` branch : (variables on `then` '
'
%
d'
%
len
(
t
rue
_branch
)
+
', variables on `else` '
'
%
d'
%
len
(
t
hen
_branch
)
+
', variables on `else` '
'
%
d'
%
len
(
fa
lse_branch
)
+
')'
))
'
%
d'
%
len
(
e
lse_branch
)
+
')'
))
new_ifelse
=
IfElse
(
n_outs
=
len
(
t
rue
_branch
),
new_ifelse
=
IfElse
(
n_outs
=
len
(
t
hen
_branch
),
as_view
=
False
,
as_view
=
False
,
gpu
=
False
,
gpu
=
False
,
name
=
name
)
name
=
name
)
ins
=
[
cond
]
+
list
(
t
rue_branch
)
+
list
(
fa
lse_branch
)
ins
=
[
cond
]
+
list
(
t
hen_branch
)
+
list
(
e
lse_branch
)
rval
=
new_ifelse
.
make_node
(
*
ins
)
.
outputs
rval
=
new_ifelse
.
make_node
(
*
ins
)
.
outputs
if
type
(
rval
)
in
(
list
,
tuple
)
and
len
(
rval
)
==
1
:
if
type
(
rval
)
in
(
list
,
tuple
)
and
len
(
rval
)
==
1
:
return
rval
[
0
]
return
rval
[
0
]
...
...
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