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testgroup
pytensor
Commits
29b0fa88
提交
29b0fa88
authored
12月 27, 2011
作者:
James Bergstra
提交者:
Frederic
1月 23, 2012
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
fixing test_blas post cblas ops and opts
上级
1e212181
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
11 行增加
和
14 行删除
+11
-14
test_blas.py
theano/tensor/tests/test_blas.py
+11
-14
没有找到文件。
theano/tensor/tests/test_blas.py
浏览文件 @
29b0fa88
...
@@ -872,22 +872,21 @@ def test_dot_w_self():
...
@@ -872,22 +872,21 @@ def test_dot_w_self():
## Tests for Gemv
## Tests for Gemv
###############################################################################
###############################################################################
class
TestGemv
(
TestCase
):
class
TestGemv
(
TestCase
,
unittest_tools
.
TestOptimizationMixin
):
def
test_dot_vm
(
self
):
def
test_dot_vm
(
self
):
''' Test vector dot matrix '''
''' Test vector dot matrix '''
rng
=
numpy
.
random
.
RandomState
(
unittest_tools
.
fetch_seed
())
rng
=
numpy
.
random
.
RandomState
(
unittest_tools
.
fetch_seed
())
v
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,)),
dtype
=
'float32'
))
v
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,)),
dtype
=
'float32'
))
m
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,
3
)),
dtype
=
'float32'
))
m
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,
3
)),
dtype
=
'float32'
))
f
=
theano
.
function
([],
theano
.
dot
(
v
,
m
),
mode
=
mode_blas_opt
)
f
=
theano
.
function
([],
theano
.
dot
(
v
,
m
),
mode
=
mode_blas_opt
)
# Assert that the dot was optimized somehow
self
.
assertFunctionContains0
(
f
,
T
.
dot
)
self
.
assertFunctionContains1
(
f
,
Gemv
(
True
))
# Assert they produce the same output
# Assert they produce the same output
assert
numpy
.
allclose
(
f
(),
numpy
.
dot
(
v
.
get_value
(),
m
.
get_value
()))
assert
numpy
.
allclose
(
f
(),
numpy
.
dot
(
v
.
get_value
(),
m
.
get_value
()))
# Assert that the dot was optimized somehow
assert
sum
([
isinstance
(
node
.
op
,
T
.
Dot
)
for
node
in
f
.
maker
.
env
.
toposort
()
])
==
0
assert
sum
([
isinstance
(
node
.
op
,
T
.
blas
.
Dot22
)
for
node
in
f
.
maker
.
env
.
toposort
()
])
==
1
def
test_dot_mv
(
self
):
def
test_dot_mv
(
self
):
''' Test matrix dot vector '''
''' Test matrix dot vector '''
...
@@ -895,17 +894,15 @@ class TestGemv(TestCase):
...
@@ -895,17 +894,15 @@ class TestGemv(TestCase):
v
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,)),
dtype
=
'float32'
))
v
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
2
,)),
dtype
=
'float32'
))
m
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
3
,
2
)),
m
=
theano
.
shared
(
numpy
.
array
(
rng
.
uniform
(
size
=
(
3
,
2
)),
dtype
=
'float32'
))
dtype
=
'float32'
))
f
=
theano
.
function
([],
theano
.
dot
(
m
,
v
),
mode
=
mode_blas_opt
)
f
=
theano
.
function
([],
theano
.
dot
(
m
,
v
),
mode
=
mode_blas_opt
)
# Assert that the dot was optimized somehow
self
.
assertFunctionContains0
(
f
,
T
.
dot
)
self
.
assertFunctionContains1
(
f
,
Gemv
(
True
))
# Assert they produce the same output
# Assert they produce the same output
assert
numpy
.
allclose
(
f
(),
numpy
.
dot
(
m
.
get_value
(),
v
.
get_value
()))
assert
numpy
.
allclose
(
f
(),
numpy
.
dot
(
m
.
get_value
(),
v
.
get_value
()))
# Assert that the dot was optimized somehow
assert
sum
([
isinstance
(
node
.
op
,
T
.
Dot
)
for
node
in
f
.
maker
.
env
.
toposort
()
])
==
0
assert
sum
([
isinstance
(
node
.
op
,
T
.
blas
.
Dot22
)
for
node
in
f
.
maker
.
env
.
toposort
()
])
==
1
@staticmethod
@staticmethod
def
t_gemv1
(
m_shp
):
def
t_gemv1
(
m_shp
):
''' test vector2+dot(matrix,vector1) '''
''' test vector2+dot(matrix,vector1) '''
...
...
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