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87041d07
编写于
3月 24, 2020
作者:
L
luxuhui
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
fix validate bug on reshape layer and duplicate name bug in encrypt.py
issue595 Signed-off-by:
N
Luxuhui
<
luxuhui@xiaomi.com
>
上级
446bb57c
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
45 addition
and
20 deletion
+45
-20
mace/ops/reshape.cc
mace/ops/reshape.cc
+18
-2
tools/python/encrypt.py
tools/python/encrypt.py
+14
-14
tools/python/transform/transformer.py
tools/python/transform/transformer.py
+13
-4
未找到文件。
mace/ops/reshape.cc
浏览文件 @
87041d07
...
...
@@ -161,14 +161,30 @@ void RegisterReshape(OpRegistryBase *op_registry) {
return
{
DeviceType
::
CPU
,
DeviceType
::
GPU
};
}
// When transforming a model, has_data_format is set
// to true only when the data dimension conforms to
// specific rules, such as dimension == 4
int
has_data_format
=
ProtoArgHelper
::
GetOptionalArg
<
OperatorDef
,
int
>
(
*
op
,
"has_data_format"
,
0
);
if
(
has_data_format
)
{
return
{
DeviceType
::
CPU
,
DeviceType
::
GPU
};
}
DataFormat
op_data_format
=
static_cast
<
DataFormat
>
(
ProtoArgHelper
::
GetOptionalArg
<
OperatorDef
,
int
>
(
*
context
->
operator_def
(),
"data_format"
,
static_cast
<
int
>
(
DataFormat
::
NONE
)));
auto
tensor_shape_info
=
context
->
tensor_shape_info
();
const
std
::
string
&
input_0
=
op
->
input
(
0
);
const
auto
out_dims_size
=
op
->
output_shape
(
0
).
dims_size
();
if
(
4
==
tensor_shape_info
->
at
(
input_0
).
size
()
&&
(
out_dims_size
==
4
||
out_dims_size
==
2
))
{
if
(
op_data_format
==
DataFormat
::
NHWC
&&
4
==
tensor_shape_info
->
at
(
input_0
).
size
()
&&
(
out_dims_size
==
4
||
out_dims_size
==
2
))
{
return
{
DeviceType
::
CPU
,
DeviceType
::
GPU
};
}
return
{
DeviceType
::
CPU
};
}));
}
...
...
tools/python/encrypt.py
浏览文件 @
87041d07
...
...
@@ -30,49 +30,48 @@ from utils import config_parser
from
utils.config_parser
import
CPP_KEYWORDS
from
utils.config_parser
import
ModelKeys
GENERATED_NAME
=
set
()
def
generate_obfuscated_name
(
namespace
,
name
):
def
generate_obfuscated_name
(
namespace
,
name
,
model_names_set
):
md5
=
hashlib
.
md5
()
md5
.
update
(
namespace
)
md5
.
update
(
name
)
md5_digest
=
md5
.
hexdigest
()
name
=
md5_digest
[:
8
]
while
name
in
GENERATED_NAME
:
while
name
in
model_names_set
:
name
=
md5_digest
assert
name
not
in
GENERATED_NAME
GENERATED_NAME
.
add
(
name
)
assert
name
not
in
model_names_set
model_names_set
.
add
(
name
)
return
name
def
generate_tensor_map
(
tensors
):
def
generate_tensor_map
(
tensors
,
model_names_set
):
tensor_map
=
{}
for
t
in
tensors
:
if
t
.
name
not
in
tensor_map
:
tensor_map
[
t
.
name
]
=
generate_obfuscated_name
(
"tensor"
,
t
.
name
)
tensor_map
[
t
.
name
]
=
\
generate_obfuscated_name
(
"tensor"
,
t
.
name
,
model_names_set
)
return
tensor_map
def
generate_in_out_map
(
ops
,
tensor_map
):
def
generate_in_out_map
(
ops
,
tensor_map
,
model_names_set
):
in_out_map
=
{}
for
op
in
ops
:
op
.
name
=
generate_obfuscated_name
(
"op"
,
op
.
name
)
op
.
name
=
generate_obfuscated_name
(
"op"
,
op
.
name
,
model_names_set
)
for
input_name
in
op
.
input
:
if
input_name
not
in
in_out_map
:
if
input_name
in
tensor_map
:
in_out_map
[
input_name
]
=
tensor_map
[
input_name
]
else
:
in_out_map
[
input_name
]
=
generate_obfuscated_name
(
"in"
,
input_name
)
"in"
,
input_name
,
model_names_set
)
for
output_name
in
op
.
output
:
if
output_name
not
in
in_out_map
:
if
output_name
in
tensor_map
:
in_out_map
[
output_name
]
=
tensor_map
[
output_name
]
else
:
in_out_map
[
output_name
]
=
generate_obfuscated_name
(
"out"
,
output_name
)
"out"
,
output_name
,
model_names_set
)
return
in_out_map
...
...
@@ -87,8 +86,9 @@ def obfuscate_name(model):
output_nodes
=
set
()
for
output_node
in
model
.
output_info
:
output_nodes
.
add
(
output_node
.
name
)
tensor_map
=
generate_tensor_map
(
model
.
tensors
)
in_out_map
=
generate_in_out_map
(
model
.
op
,
tensor_map
)
model_names_set
=
set
()
tensor_map
=
generate_tensor_map
(
model
.
tensors
,
model_names_set
)
in_out_map
=
generate_in_out_map
(
model
.
op
,
tensor_map
,
model_names_set
)
for
t
in
model
.
tensors
:
if
t
.
name
not
in
input_nodes
and
t
.
name
not
in
output_nodes
:
t
.
name
=
tensor_map
[
t
.
name
]
...
...
tools/python/transform/transformer.py
浏览文件 @
87041d07
...
...
@@ -1402,12 +1402,21 @@ class Transformer(base_converter.ConverterInterface):
def
is_transposable_data_format_ops
(
self
,
op
):
if
op
.
type
==
MaceOp
.
Reshape
:
input_op
=
self
.
_producer
[
op
.
input
[
0
]]
out_dims_len
=
len
(
op
.
output_shape
[
0
].
dims
)
input_dims
=
input_op
.
output_shape
[
0
].
dims
output_dims
=
op
.
output_shape
[
0
].
dims
tranposable
=
True
if
len
(
input_op
.
output_shape
)
!=
1
or
\
len
(
input_op
.
output_shape
[
0
].
dims
)
!=
4
\
or
(
out_dims_len
!=
4
and
out_dims_len
!=
2
):
len
(
input_dims
)
!=
4
or
len
(
output_dims
)
!=
4
:
tranposable
=
False
else
:
in_b
,
in_h
,
in_w
,
in_c
=
self
.
sort_feature_map_shape
(
input_dims
,
ConverterUtil
.
data_format
(
input_op
))
ou_b
,
ou_h
,
ou_w
,
ou_c
=
self
.
sort_feature_map_shape
(
output_dims
,
ConverterUtil
.
data_format
(
op
))
tranposable
=
(
in_b
==
ou_b
and
in_c
==
ou_c
)
if
not
tranposable
:
print
(
"In this model, reshape is not transposable op."
)
return
Fals
e
return
tranposabl
e
return
op
.
type
in
MaceTransposableDataFormatOps
def
update_data_format
(
self
):
...
...
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