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aaf3a4ce
编写于
11月 11, 2019
作者:
W
wanghaoshuang
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Remove unused unittest.
上级
67a45929
变更
5
隐藏空白更改
内联
并排
Showing
5 changed file
with
10 addition
and
173 deletion
+10
-173
paddleslim/tests/layers.py
paddleslim/tests/layers.py
+0
-44
paddleslim/tests/test_nas_search_space.py
paddleslim/tests/test_nas_search_space.py
+0
-43
paddleslim/tests/test_prune.py
paddleslim/tests/test_prune.py
+0
-79
tests/test_nas_search_space.py
tests/test_nas_search_space.py
+9
-6
tests/test_prune.py
tests/test_prune.py
+1
-1
未找到文件。
paddleslim/tests/layers.py
已删除
100644 → 0
浏览文件 @
67a45929
# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import
paddle.fluid
as
fluid
from
paddle.fluid.param_attr
import
ParamAttr
def
conv_bn_layer
(
input
,
num_filters
,
filter_size
,
name
,
stride
=
1
,
groups
=
1
,
act
=
None
):
conv
=
fluid
.
layers
.
conv2d
(
input
=
input
,
num_filters
=
num_filters
,
filter_size
=
filter_size
,
stride
=
stride
,
padding
=
(
filter_size
-
1
)
//
2
,
groups
=
groups
,
act
=
None
,
param_attr
=
ParamAttr
(
name
=
name
+
"_weights"
),
bias_attr
=
False
,
name
=
name
+
"_out"
)
bn_name
=
name
+
"_bn"
return
fluid
.
layers
.
batch_norm
(
input
=
conv
,
act
=
act
,
name
=
bn_name
+
'_output'
,
param_attr
=
ParamAttr
(
name
=
bn_name
+
'_scale'
),
bias_attr
=
ParamAttr
(
bn_name
+
'_offset'
),
moving_mean_name
=
bn_name
+
'_mean'
,
moving_variance_name
=
bn_name
+
'_variance'
,
)
paddleslim/tests/test_nas_search_space.py
已删除
100644 → 0
浏览文件 @
67a45929
# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import
sys
sys
.
path
.
append
(
'..'
)
import
unittest
import
paddle.fluid
as
fluid
from
nas.search_space_factory
import
SearchSpaceFactory
class
TestSearchSpace
(
unittest
.
TestCase
):
def
test_searchspace
(
self
):
# if output_size is 1, the model will add fc layer in the end.
config
=
{
'input_size'
:
224
,
'output_size'
:
7
,
'block_num'
:
5
}
space
=
SearchSpaceFactory
()
my_space
=
space
.
get_search_space
(
'MobileNetV2Space'
,
config
)
model_arch
=
my_space
.
token2arch
()
train_prog
=
fluid
.
Program
()
startup_prog
=
fluid
.
Program
()
with
fluid
.
program_guard
(
train_prog
,
startup_prog
):
input_size
=
config
[
'input_size'
]
model_input
=
fluid
.
layers
.
data
(
name
=
'model_in'
,
shape
=
[
1
,
3
,
input_size
,
input_size
],
dtype
=
'float32'
,
append_batch_size
=
False
)
predict
=
model_arch
(
model_input
)
self
.
assertTrue
(
predict
.
shape
[
2
]
==
config
[
'output_size'
])
#for op in train_prog.global_block().ops:
# print(op.type)
if
__name__
==
'__main__'
:
unittest
.
main
()
paddleslim/tests/test_prune.py
已删除
100644 → 0
浏览文件 @
67a45929
# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import
sys
sys
.
path
.
append
(
"../"
)
import
unittest
import
paddle.fluid
as
fluid
from
prune
import
Pruner
from
layers
import
conv_bn_layer
class
TestPrune
(
unittest
.
TestCase
):
def
test_prune
(
self
):
main_program
=
fluid
.
Program
()
startup_program
=
fluid
.
Program
()
# X X O X O
# conv1-->conv2-->sum1-->conv3-->conv4-->sum2-->conv5-->conv6
# | ^ | ^
# |____________| |____________________|
#
# X: prune output channels
# O: prune input channels
with
fluid
.
program_guard
(
main_program
,
startup_program
):
input
=
fluid
.
data
(
name
=
"image"
,
shape
=
[
None
,
3
,
16
,
16
])
conv1
=
conv_bn_layer
(
input
,
8
,
3
,
"conv1"
)
conv2
=
conv_bn_layer
(
conv1
,
8
,
3
,
"conv2"
)
sum1
=
conv1
+
conv2
conv3
=
conv_bn_layer
(
sum1
,
8
,
3
,
"conv3"
)
conv4
=
conv_bn_layer
(
conv3
,
8
,
3
,
"conv4"
)
sum2
=
conv4
+
sum1
conv5
=
conv_bn_layer
(
sum2
,
8
,
3
,
"conv5"
)
conv6
=
conv_bn_layer
(
conv5
,
8
,
3
,
"conv6"
)
shapes
=
{}
for
param
in
main_program
.
global_block
().
all_parameters
():
shapes
[
param
.
name
]
=
param
.
shape
place
=
fluid
.
CPUPlace
()
exe
=
fluid
.
Executor
(
place
)
scope
=
fluid
.
Scope
()
exe
.
run
(
startup_program
,
scope
=
scope
)
pruner
=
Pruner
()
main_program
=
pruner
.
prune
(
main_program
,
scope
,
params
=
[
"conv4_weights"
],
ratios
=
[
0.5
],
place
=
place
,
lazy
=
False
,
only_graph
=
False
,
param_backup
=
None
,
param_shape_backup
=
None
)
shapes
=
{
"conv1_weights"
:
(
4L
,
3L
,
3L
,
3L
),
"conv2_weights"
:
(
4L
,
4L
,
3L
,
3L
),
"conv3_weights"
:
(
8L
,
4L
,
3L
,
3L
),
"conv4_weights"
:
(
4L
,
8L
,
3L
,
3L
),
"conv5_weights"
:
(
8L
,
4L
,
3L
,
3L
),
"conv6_weights"
:
(
8L
,
8L
,
3L
,
3L
)
}
for
param
in
main_program
.
global_block
().
all_parameters
():
if
"weights"
in
param
.
name
:
self
.
assertTrue
(
param
.
shape
==
shapes
[
param
.
name
])
if
__name__
==
'__main__'
:
unittest
.
main
()
tests/test_
search
space.py
→
tests/test_
nas_search_
space.py
浏览文件 @
aaf3a4ce
...
...
@@ -11,15 +11,16 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import
sys
sys
.
path
.
append
(
"../"
)
sys
.
path
.
append
(
'..'
)
import
unittest
import
paddle.fluid
as
fluid
from
paddleslim.nas
import
SearchSpaceFactory
from
nas.search_space_factory
import
SearchSpaceFactory
class
TestSearchSpace
Factory
(
unittest
.
TestCase
):
def
test_
factory
(
self
):
class
TestSearchSpace
(
unittest
.
TestCase
):
def
test_
searchspace
(
self
):
# if output_size is 1, the model will add fc layer in the end.
config
=
{
'input_size'
:
224
,
'output_size'
:
7
,
'block_num'
:
5
}
space
=
SearchSpaceFactory
()
...
...
@@ -36,10 +37,12 @@ class TestSearchSpaceFactory(unittest.TestCase):
shape
=
[
1
,
3
,
input_size
,
input_size
],
dtype
=
'float32'
,
append_batch_size
=
False
)
print
(
'input shape'
,
model_input
.
shape
)
predict
=
model_arch
(
model_input
)
print
(
'output shape'
,
predict
.
shape
)
self
.
assertTrue
(
predict
.
shape
[
2
]
==
config
[
'output_size'
])
#for op in train_prog.global_block().ops:
# print(op.type)
if
__name__
==
'__main__'
:
unittest
.
main
()
tests/test_prune.py
浏览文件 @
aaf3a4ce
...
...
@@ -15,7 +15,7 @@ import sys
sys
.
path
.
append
(
"../"
)
import
unittest
import
paddle.fluid
as
fluid
from
p
addleslim.p
rune
import
Pruner
from
prune
import
Pruner
from
layers
import
conv_bn_layer
...
...
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