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体验新版 GitCode,发现更多精彩内容 >>
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7570e5ef
编写于
8月 23, 2018
作者:
G
gongweibao
提交者:
GitHub
8月 23, 2018
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Print readable program codes. (#12673)
上级
f0f06992
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
214 addition
and
0 deletion
+214
-0
python/paddle/fluid/tests/unittests/test_program_code.py
python/paddle/fluid/tests/unittests/test_program_code.py
+81
-0
python/paddle/fluid/transpiler/details/program_utils.py
python/paddle/fluid/transpiler/details/program_utils.py
+133
-0
未找到文件。
python/paddle/fluid/tests/unittests/test_program_code.py
0 → 100644
浏览文件 @
7570e5ef
# Copyright (c) 2018 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
os
import
time
import
unittest
from
multiprocessing
import
Process
import
signal
import
numpy
import
paddle.fluid
as
fluid
import
paddle.fluid.layers
as
layers
from
paddle.fluid.layers.io
import
ListenAndServ
from
paddle.fluid.layers.io
import
Recv
from
paddle.fluid.layers.io
import
Send
from
paddle.fluid.transpiler.details
import
program_to_code
class
TestProgram2Code
(
unittest
.
TestCase
):
def
test_print
(
self
):
place
=
fluid
.
CPUPlace
()
self
.
init_serv
(
place
)
self
.
init_client
(
place
,
9123
)
def
init_serv
(
self
,
place
):
main
=
fluid
.
Program
()
with
fluid
.
program_guard
(
main
):
serv
=
ListenAndServ
(
"127.0.0.1:0"
,
[
"X"
],
optimizer_mode
=
False
)
with
serv
.
do
():
out_var
=
main
.
global_block
().
create_var
(
name
=
"scale_0.tmp_0"
,
psersistable
=
True
,
dtype
=
"float32"
,
shape
=
[
32
,
32
])
x
=
layers
.
data
(
shape
=
[
32
,
32
],
dtype
=
'float32'
,
name
=
"X"
,
append_batch_size
=
False
)
fluid
.
initializer
.
Constant
(
value
=
1.0
)(
x
,
main
.
global_block
())
layers
.
scale
(
x
=
x
,
scale
=
10.0
,
out
=
out_var
)
program_to_code
(
main
)
def
init_client
(
self
,
place
,
port
):
main
=
fluid
.
Program
()
with
fluid
.
program_guard
(
main
):
x
=
layers
.
data
(
shape
=
[
32
,
32
],
dtype
=
'float32'
,
name
=
'X'
,
append_batch_size
=
False
)
fluid
.
initializer
.
Constant
(
value
=
2.3
)(
x
,
main
.
global_block
())
get_var
=
main
.
global_block
().
create_var
(
name
=
"scale_0.tmp_0"
,
# server side var
dtype
=
"float32"
,
persistable
=
False
,
shape
=
[
32
,
32
])
fluid
.
initializer
.
Constant
(
value
=
2.3
)(
get_var
,
main
.
global_block
())
Send
(
"127.0.0.1:%d"
%
port
,
[
x
])
o
=
Recv
(
"127.0.0.1:%d"
%
port
,
[
get_var
])
program_to_code
(
main
)
if
__name__
==
"__main__"
:
unittest
.
main
()
python/paddle/fluid/transpiler/details/program_utils.py
浏览文件 @
7570e5ef
...
...
@@ -16,6 +16,9 @@ from __future__ import print_function
import
six
from
paddle.fluid
import
core
import
paddle
def
delete_ops
(
block
,
ops
):
try
:
...
...
@@ -39,3 +42,133 @@ def find_op_by_output_arg(block, arg_name):
if
arg_name
in
op
.
output_arg_names
:
return
index
return
-
1
def
get_indent_space
(
indent
,
space_num
=
4
):
ret
=
""
for
i
in
range
(
0
,
indent
*
space_num
):
ret
+=
" "
return
ret
def
variable_to_code
(
var
):
"""
Get readable codes of fluid variable.
Args:
var: A fluid operator.
Returns:
string: The formatted string.
"""
var_str
=
"{name} : fluid.{type}.shape{shape}.astype({dtype})"
.
\
format
(
i
=
"{"
,
e
=
"}"
,
name
=
var
.
name
,
type
=
var
.
type
,
shape
=
var
.
shape
,
dtype
=
var
.
dtype
)
if
type
(
var
)
==
paddle
.
fluid
.
framework
.
Parameter
:
if
var
.
trainable
:
var_str
=
"trainable parameter "
+
var_str
else
:
var_str
=
"parameter "
+
var_str
else
:
var_str
=
"var "
+
var_str
if
var
.
persistable
:
var_str
=
"persist "
+
var_str
return
var_str
def
op_to_code
(
op
):
"""
Get readable codes of fluid operator.
Args:
op: A fluid operator.
Returns:
string: The foramtted string.
"""
outputs_str
=
"{"
for
i
in
range
(
0
,
len
(
op
.
output_names
)):
outputs_str
+=
"{name}="
.
format
(
name
=
op
.
output_names
[
i
])
o
=
op
.
output
(
op
.
output_names
[
i
])
outputs_str
+=
"{value}"
.
format
(
value
=
o
)
if
i
!=
len
(
op
.
output_names
)
-
1
:
outputs_str
+=
", "
outputs_str
+=
"}"
inputs_str
=
"{"
for
i
in
range
(
0
,
len
(
op
.
input_names
)):
inputs_str
+=
"{name}="
.
format
(
name
=
op
.
input_names
[
i
])
o
=
op
.
input
(
op
.
input_names
[
i
])
inputs_str
+=
"{value}"
.
format
(
value
=
o
)
if
i
!=
len
(
op
.
input_names
)
-
1
:
inputs_str
+=
", "
inputs_str
+=
"}"
attrs_str
=
""
for
i
in
range
(
0
,
len
(
op
.
attr_names
)):
name
=
op
.
attr_names
[
i
]
attr_type
=
op
.
desc
.
attr_type
(
name
)
if
attr_type
==
core
.
AttrType
.
BLOCK
:
a
=
"{name} = block[{value}]"
.
format
(
name
=
name
,
type
=
attr_type
,
value
=
op
.
block_attr_id
(
name
))
attrs_str
+=
a
continue
if
attr_type
==
core
.
AttrType
.
BLOCKS
:
a
=
"{name} = blocks{value}"
.
format
(
name
=
name
,
type
=
attr_type
,
value
=
op
.
blocks_attr_ids
(
name
))
attrs_str
+=
a
continue
a
=
"{name} = {value}"
.
format
(
name
=
name
,
type
=
attr_type
,
value
=
op
.
desc
.
attr
(
name
))
attrs_str
+=
a
if
i
!=
len
(
op
.
attr_names
)
-
1
:
attrs_str
+=
", "
if
outputs_str
!=
"{}"
:
op_str
=
"{outputs} = {op_type}(inputs={inputs}, {attrs})"
.
\
format
(
outputs
=
outputs_str
,
op_type
=
op
.
type
,
inputs
=
inputs_str
,
attrs
=
attrs_str
)
else
:
op_str
=
"{op_type}(inputs={inputs}, {attrs})"
.
\
format
(
op_type
=
op
.
type
,
inputs
=
inputs_str
,
attrs
=
attrs_str
)
return
op_str
def
program_to_code
(
prog
):
"""
Print readable codes of fluid program.
Args:
prog : A fluid program.
An example result like bellow:
https://github.com/PaddlePaddle/Paddle/pull/12673
"""
indent
=
0
block_idx
=
0
for
block
in
prog
.
blocks
:
print
(
"{0}{1} // block {2}"
.
format
(
get_indent_space
(
indent
),
'{'
,
block_idx
))
indent
+=
1
# sort all vars
all_vars
=
sorted
(
block
.
vars
.
iteritems
(),
key
=
lambda
x
:
x
[
0
])
for
var
in
all_vars
:
print
(
"{}{}"
.
format
(
get_indent_space
(
indent
),
variable_to_code
(
var
[
1
])))
if
len
(
all_vars
)
>
0
:
print
(
""
)
for
op
in
block
.
ops
:
print
(
"{}{}"
.
format
(
get_indent_space
(
indent
),
op_to_code
(
op
)))
indent
-=
1
print
(
"{0}{1}"
.
format
(
get_indent_space
(
indent
),
'}'
))
block_idx
+=
1
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