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testgroup
pytensor
Commits
73c6dc12
提交
73c6dc12
authored
9月 11, 2013
作者:
Frederic
浏览文件
操作
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下载
电子邮件补丁
差异文件
some pep8
上级
0496d000
显示空白字符变更
内嵌
并排
正在显示
1 个修改的文件
包含
16 行增加
和
11 行删除
+16
-11
basic.py
theano/scalar/basic.py
+16
-11
没有找到文件。
theano/scalar/basic.py
浏览文件 @
73c6dc12
...
@@ -148,7 +148,8 @@ class Scalar(Type):
...
@@ -148,7 +148,8 @@ class Scalar(Type):
return
py_type
(
data
)
return
py_type
(
data
)
else
:
else
:
raise
TypeError
(
'Value cannot accurately be converted to dtype'
raise
TypeError
(
'Value cannot accurately be converted to dtype'
' (
%
s) and allow_downcast is not True'
%
self
.
dtype
)
' (
%
s) and allow_downcast is not True'
%
self
.
dtype
)
except
Exception
,
e
:
except
Exception
,
e
:
raise
TypeError
(
"Could not convert
%
s (value=
%
s) to
%
s"
%
(
raise
TypeError
(
"Could not convert
%
s (value=
%
s) to
%
s"
%
(
type
(
data
),
data
,
self
.
dtype
),
e
)
type
(
data
),
data
,
self
.
dtype
),
e
)
...
@@ -777,17 +778,18 @@ class ScalarOp(Op):
...
@@ -777,17 +778,18 @@ class ScalarOp(Op):
if
output_types_preference
is
not
None
:
if
output_types_preference
is
not
None
:
if
not
callable
(
output_types_preference
):
if
not
callable
(
output_types_preference
):
raise
TypeError
(
raise
TypeError
(
"Expected a callable for the 'output_types_preference' argument to
%
s. (got:
%
s)"
%
(
self
.
__class__
,
output_types_preference
))
"Expected a callable for the 'output_types_preference' argument to
%
s. (got:
%
s)"
%
self
.
__class__
,
output_types_preference
)
self
.
output_types_preference
=
output_types_preference
self
.
output_types_preference
=
output_types_preference
def
make_node
(
self
,
*
inputs
):
def
make_node
(
self
,
*
inputs
):
if
self
.
nin
>=
0
:
if
self
.
nin
>=
0
:
if
len
(
inputs
)
!=
self
.
nin
:
if
len
(
inputs
)
!=
self
.
nin
:
raise
TypeError
(
"Wrong number of inputs for
%
s.make_node (got
%
i(
%
s), expected
%
i)"
\
raise
TypeError
(
"Wrong number of inputs for
%
s.make_node (got
%
i(
%
s), expected
%
i)"
%
%
(
self
,
len
(
inputs
),
str
(
inputs
),
self
.
nin
)
)
self
,
len
(
inputs
),
str
(
inputs
),
self
.
nin
)
inputs
=
[
as_scalar
(
input
)
for
input
in
inputs
]
inputs
=
[
as_scalar
(
input
)
for
input
in
inputs
]
outputs
=
[
t
()
for
t
in
self
.
output_types
([
input
.
outputs
=
[
t
()
for
t
in
self
.
output_types
([
input
.
type
type
for
input
in
inputs
])]
for
input
in
inputs
])]
if
len
(
outputs
)
!=
self
.
nout
:
if
len
(
outputs
)
!=
self
.
nout
:
raise
TypeError
(
"Not the right number of outputs produced for
%
s(
%
s). Expected
%
s, got
%
s."
raise
TypeError
(
"Not the right number of outputs produced for
%
s(
%
s). Expected
%
s, got
%
s."
%
(
self
,
", "
.
join
(
str
(
input
)
for
input
in
inputs
),
self
.
nout
,
len
(
outputs
)))
%
(
self
,
", "
.
join
(
str
(
input
)
for
input
in
inputs
),
self
.
nout
,
len
(
outputs
)))
...
@@ -895,6 +897,7 @@ class UnaryScalarOp(ScalarOp):
...
@@ -895,6 +897,7 @@ class UnaryScalarOp(ScalarOp):
%(fct)
s(n, x, z);
%(fct)
s(n, x, z);
"""
%
locals
()
"""
%
locals
()
class
BinaryScalarOp
(
ScalarOp
):
class
BinaryScalarOp
(
ScalarOp
):
# One may define in subclasses the following fields:
# One may define in subclasses the following fields:
# - `identity`: for an associative operation, identity corresponds to
# - `identity`: for an associative operation, identity corresponds to
...
@@ -929,7 +932,7 @@ class FixedLogicalComparison(UnaryScalarOp):
...
@@ -929,7 +932,7 @@ class FixedLogicalComparison(UnaryScalarOp):
return
[
int8
]
return
[
int8
]
def
grad
(
self
,
inputs
,
output_gradients
):
def
grad
(
self
,
inputs
,
output_gradients
):
x
,
=
inputs
x
,
=
inputs
out
=
self
(
x
)
out
=
self
(
x
)
assert
str
(
out
.
type
.
dtype
)
.
find
(
'int'
)
!=
-
1
assert
str
(
out
.
type
.
dtype
)
.
find
(
'int'
)
!=
-
1
return
[
x
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
)]
return
[
x
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
)]
...
@@ -1158,8 +1161,9 @@ class BinaryBitOp(BinaryScalarOp):
...
@@ -1158,8 +1161,9 @@ class BinaryBitOp(BinaryScalarOp):
return
upcast_out
(
*
input_types
[
0
])
return
upcast_out
(
*
input_types
[
0
])
def
grad
(
self
,
inputs
,
output_gradients
):
def
grad
(
self
,
inputs
,
output_gradients
):
a
,
b
=
inputs
a
,
b
=
inputs
return
[
a
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
),
b
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
)]
return
[
a
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
),
b
.
zeros_like
()
.
astype
(
theano
.
config
.
floatX
)]
class
OR
(
BinaryBitOp
):
class
OR
(
BinaryBitOp
):
...
@@ -1331,8 +1335,9 @@ class Mul(ScalarOp):
...
@@ -1331,8 +1335,9 @@ class Mul(ScalarOp):
output_type
=
self
.
output_types
([
i
.
type
for
i
in
inputs
])[
0
]
output_type
=
self
.
output_types
([
i
.
type
for
i
in
inputs
])[
0
]
if
output_type
in
complex_types
:
if
output_type
in
complex_types
:
if
not
gz
.
type
in
complex_types
:
if
not
gz
.
type
in
complex_types
:
raise
TypeError
(
'Mul with output_type '
+
str
(
output_type
)
+
\
raise
TypeError
(
' expected gz type to be complex, got gz with type '
+
\
'Mul with output_type '
+
str
(
output_type
)
+
' expected gz type to be complex, got gz with type '
+
str
(
gz
.
type
))
str
(
gz
.
type
))
if
output_type
in
discrete_types
:
if
output_type
in
discrete_types
:
...
...
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