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56f6e231
编写于
10月 30, 2017
作者:
T
tensor-tang
浏览文件
操作
浏览文件
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电子邮件补丁
差异文件
refine mkldnntester, support comparing values near zero
上级
0049ce04
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
23 addition
and
18 deletion
+23
-18
paddle/gserver/tests/MKLDNNTester.cpp
paddle/gserver/tests/MKLDNNTester.cpp
+17
-11
paddle/gserver/tests/MKLDNNTester.h
paddle/gserver/tests/MKLDNNTester.h
+5
-5
paddle/gserver/tests/test_MKLDNN.cpp
paddle/gserver/tests/test_MKLDNN.cpp
+1
-2
未找到文件。
paddle/gserver/tests/MKLDNNTester.cpp
浏览文件 @
56f6e231
...
...
@@ -273,31 +273,37 @@ void MKLDNNTester::printVector(const VectorPtr& v) {
VLOG
(
MKLDNN_ALL
)
<<
std
::
endl
<<
ostr
.
str
();
}
double
MKLDNNTester
::
getDelta
(
const
real
*
d1
,
const
real
*
d2
,
double
MKLDNNTester
::
getDelta
(
const
real
*
refer
,
const
real
*
value
,
size_t
len
,
const
float
failRate
,
const
float
thres
)
{
double
delta
=
0
,
sum
=
0
;
int
failCnt
=
0
;
const
double
eps
=
1e-5
;
double
max
Out
=
0
;
double
max
Ratio
=
0
;
for
(
size_t
i
=
0
;
i
<
len
;
++
i
)
{
double
ref
=
fabs
(
d2
[
i
]);
double
diff
=
fabs
(
d1
[
i
]
-
d2
[
i
]);
double
ref
=
fabs
(
refer
[
i
]);
double
val
=
fabs
(
value
[
i
]);
double
diff
=
fabs
(
refer
[
i
]
-
value
[
i
]);
delta
+=
diff
;
sum
+=
ref
;
if
(
ref
>
eps
&&
fabs
(
d1
[
i
])
>
eps
&&
diff
/
ref
>
thres
)
{
maxOut
=
std
::
max
(
maxOut
,
diff
/
ref
);
if
(
ref
<
eps
&&
val
<
eps
)
{
// both values are very small
continue
;
}
double
ratio
=
diff
/
ref
;
if
(
ratio
>
thres
)
{
maxRatio
=
std
::
max
(
maxRatio
,
ratio
);
failCnt
++
;
}
}
EXPECT_TRUE
(
std
::
isnormal
(
sum
));
EXPECT_FALSE
(
std
::
isinf
(
sum
));
EXPECT_FALSE
(
std
::
isnan
(
sum
));
EXPECT_FALSE
(
std
::
isnan
(
delta
));
VLOG
(
MKLDNN_ALL
)
<<
"reference avg data: "
<<
sum
/
len
<<
", delta: "
<<
delta
/
sum
<<
", failCnt:"
<<
failCnt
;
return
(
failCnt
/
(
float
)
len
)
>
failRate
?
maxOut
:
delta
/
sum
;
double
res
=
sum
>
eps
?
delta
/
sum
:
eps
;
return
(
failCnt
/
(
float
)
len
)
>
failRate
?
maxRatio
:
res
;
}
double
MKLDNNTester
::
compareMatrix
(
const
MatrixPtr
&
m1
,
const
MatrixPtr
&
m2
)
{
...
...
@@ -543,12 +549,12 @@ void MKLDNNTester::getOutResult(const std::string& configPath,
void
MKLDNNTester
::
compareResult
(
DataOut
&
ref
,
DataOut
&
dnn
,
float
eps
)
{
CHECK_EQ
(
ref
.
outValues
.
size
(),
dnn
.
outValues
.
size
());
CHECK_EQ
(
ref
.
paraValues
.
size
(),
dnn
.
paraValues
.
size
());
VLOG
(
MKLDNN_TESTS
)
<<
"compare value size: "
<<
ref
.
outValues
.
size
();
for
(
size_t
i
=
0
;
i
<
ref
.
outValues
.
size
();
i
++
)
{
VLOG
(
MKLDNN_TESTS
)
<<
"compare value index: "
<<
i
;
EXPECT_LE
(
fabs
(
compareMatrix
(
ref
.
outValues
[
i
],
dnn
.
outValues
[
i
])),
eps
);
}
VLOG
(
MKLDNN_TESTS
)
<<
"compare param size: "
<<
ref
.
outValues
.
size
();
for
(
size_t
i
=
0
;
i
<
ref
.
paraValues
.
size
();
i
++
)
{
VLOG
(
MKLDNN_TESTS
)
<<
"compare param index: "
<<
i
;
EXPECT_LE
(
fabs
(
compareVector
(
ref
.
paraValues
[
i
],
dnn
.
paraValues
[
i
])),
eps
);
}
}
...
...
paddle/gserver/tests/MKLDNNTester.h
浏览文件 @
56f6e231
...
...
@@ -128,13 +128,13 @@ private:
/**
* Get delta percent
* if many(>failRate) wrong(abs(
dnn-ref)/abs(ref)>thres) points return the
* max(diff/ref)
* else return sum(abs(
a-b)) / sum(abs(b
))
* if many(>failRate) wrong(abs(
val-ref)/abs(ref) > thres) points
*
return the
max(diff/ref)
* else return sum(abs(
diff)) / sum(abs(ref
))
* The return value should be smaller than eps when passing.
*/
static
double
getDelta
(
const
real
*
d1
,
const
real
*
d2
,
static
double
getDelta
(
const
real
*
refer
,
const
real
*
value
,
size_t
len
,
const
float
failRate
=
1e-3
,
const
float
thres
=
0.1
);
...
...
paddle/gserver/tests/test_MKLDNN.cpp
浏览文件 @
56f6e231
...
...
@@ -234,8 +234,7 @@ static void getMKLDNNBatchNormConfig(TestConfig& cfg,
cfg
.
inputDefs
.
push_back
({
INPUT_DATA
,
"layer_2_moving_var"
,
1
,
size_t
(
pm
.
ic
)});
cfg
.
inputDefs
.
back
().
isStatic
=
true
;
LayerInputConfig
*
input
=
cfg
.
layerConfig
.
add_inputs
();
// TODO(TJ): uncomment me when refine and support comparing all zeroes vector
// cfg.layerConfig.set_active_type("relu");
cfg
.
layerConfig
.
set_active_type
(
"relu"
);
cfg
.
layerConfig
.
add_inputs
();
cfg
.
layerConfig
.
add_inputs
();
ImageConfig
*
img_conf
=
input
->
mutable_image_conf
();
...
...
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