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d84a9484
编写于
12月 10, 2020
作者:
A
Alexander Alekhin
浏览文件
操作
浏览文件
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电子邮件补丁
差异文件
dnn: fix build with Halide, skip tests with crashes
上级
f4f462c5
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
36 addition
and
10 deletion
+36
-10
modules/dnn/src/layers/pooling_layer.cpp
modules/dnn/src/layers/pooling_layer.cpp
+18
-10
modules/dnn/test/test_backends.cpp
modules/dnn/test/test_backends.cpp
+18
-0
未找到文件。
modules/dnn/src/layers/pooling_layer.cpp
浏览文件 @
d84a9484
...
...
@@ -68,6 +68,14 @@ using std::min;
using
namespace
cv
::
dnn
::
ocl4dnn
;
#endif
#ifdef HAVE_HALIDE
#if 0 // size_t is not well supported in Halide operations
typedef size_t HALIDE_DIFF_T;
#else
typedef
int
HALIDE_DIFF_T
;
#endif
#endif
namespace
cv
{
namespace
dnn
...
...
@@ -944,12 +952,12 @@ virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> >& inp
Halide
::
Buffer
<
float
>
inputBuffer
=
halideBuffer
(
inputs
[
0
]);
const
int
inWidth
=
inputBuffer
.
width
();
const
int
inHeight
=
inputBuffer
.
height
();
const
size_t
kernelHeight
=
kernel_size
[
0
];
const
size_t
kernelWidth
=
kernel_size
[
1
];
const
size_t
strideHeight
=
strides
[
0
];
const
size_t
strideWidth
=
strides
[
1
];
const
size_t
paddingTop
=
pads_begin
[
0
];
const
size_t
paddingLeft
=
pads_begin
[
1
];
const
HALIDE_DIFF_T
kernelHeight
=
(
HALIDE_DIFF_T
)
kernel_size
[
0
];
const
HALIDE_DIFF_T
kernelWidth
=
(
HALIDE_DIFF_T
)
kernel_size
[
1
];
const
HALIDE_DIFF_T
strideHeight
=
(
HALIDE_DIFF_T
)
strides
[
0
];
const
HALIDE_DIFF_T
strideWidth
=
(
HALIDE_DIFF_T
)
strides
[
1
];
const
HALIDE_DIFF_T
paddingTop
=
(
HALIDE_DIFF_T
)
pads_begin
[
0
];
const
HALIDE_DIFF_T
paddingLeft
=
(
HALIDE_DIFF_T
)
pads_begin
[
1
];
Halide
::
Var
x
(
"x"
),
y
(
"y"
),
c
(
"c"
),
n
(
"n"
);
Halide
::
Func
top
=
(
name
.
empty
()
?
Halide
::
Func
()
:
Halide
::
Func
(
name
));
...
...
@@ -995,10 +1003,10 @@ virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> >& inp
Halide
::
Buffer
<
float
>
inputBuffer
=
halideBuffer
(
inputs
[
0
]);
const
int
inW
=
inputBuffer
.
width
(),
inH
=
inputBuffer
.
height
();
const
size_t
kernelHeight
=
kernel_size
[
0
];
const
size_t
kernelWidth
=
kernel_size
[
1
];
const
size_t
strideHeight
=
strides
[
0
];
const
size_t
strideWidth
=
strides
[
1
];
const
HALIDE_DIFF_T
kernelHeight
=
(
HALIDE_DIFF_T
)
kernel_size
[
0
];
const
HALIDE_DIFF_T
kernelWidth
=
(
HALIDE_DIFF_T
)
kernel_size
[
1
];
const
HALIDE_DIFF_T
strideHeight
=
(
HALIDE_DIFF_T
)
strides
[
0
];
const
HALIDE_DIFF_T
strideWidth
=
(
HALIDE_DIFF_T
)
strides
[
1
];
if
((
inW
-
kernelWidth
)
%
strideWidth
||
(
inH
-
kernelHeight
)
%
strideHeight
)
{
CV_Error
(
cv
::
Error
::
StsNotImplemented
,
...
...
modules/dnn/test/test_backends.cpp
浏览文件 @
d84a9484
...
...
@@ -101,6 +101,9 @@ public:
TEST_P
(
DNNTestNetwork
,
AlexNet
)
{
applyTestTag
(
CV_TEST_TAG_MEMORY_1GB
);
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
processNet
(
"dnn/bvlc_alexnet.caffemodel"
,
"dnn/bvlc_alexnet.prototxt"
,
Size
(
227
,
227
),
"prob"
,
target
==
DNN_TARGET_OPENCL
?
"dnn/halide_scheduler_opencl_alexnet.yml"
:
...
...
@@ -114,6 +117,9 @@ TEST_P(DNNTestNetwork, ResNet_50)
(
target
==
DNN_TARGET_CPU
?
CV_TEST_TAG_MEMORY_512MB
:
CV_TEST_TAG_MEMORY_1GB
),
CV_TEST_TAG_DEBUG_LONG
);
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
processNet
(
"dnn/ResNet-50-model.caffemodel"
,
"dnn/ResNet-50-deploy.prototxt"
,
Size
(
224
,
224
),
"prob"
,
target
==
DNN_TARGET_OPENCL
?
"dnn/halide_scheduler_opencl_resnet_50.yml"
:
...
...
@@ -123,6 +129,9 @@ TEST_P(DNNTestNetwork, ResNet_50)
TEST_P
(
DNNTestNetwork
,
SqueezeNet_v1_1
)
{
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
processNet
(
"dnn/squeezenet_v1.1.caffemodel"
,
"dnn/squeezenet_v1.1.prototxt"
,
Size
(
227
,
227
),
"prob"
,
target
==
DNN_TARGET_OPENCL
?
"dnn/halide_scheduler_opencl_squeezenet_v1_1.yml"
:
...
...
@@ -133,6 +142,9 @@ TEST_P(DNNTestNetwork, SqueezeNet_v1_1)
TEST_P
(
DNNTestNetwork
,
GoogLeNet
)
{
applyTestTag
(
target
==
DNN_TARGET_CPU
?
""
:
CV_TEST_TAG_MEMORY_512MB
);
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
processNet
(
"dnn/bvlc_googlenet.caffemodel"
,
"dnn/bvlc_googlenet.prototxt"
,
Size
(
224
,
224
),
"prob"
);
expectNoFallbacksFromIE
(
net
);
...
...
@@ -141,6 +153,9 @@ TEST_P(DNNTestNetwork, GoogLeNet)
TEST_P
(
DNNTestNetwork
,
Inception_5h
)
{
applyTestTag
(
CV_TEST_TAG_MEMORY_512MB
);
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
double
l1
=
default_l1
,
lInf
=
default_lInf
;
if
(
backend
==
DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019
&&
(
target
==
DNN_TARGET_CPU
||
target
==
DNN_TARGET_OPENCL
))
{
...
...
@@ -157,6 +172,9 @@ TEST_P(DNNTestNetwork, Inception_5h)
TEST_P
(
DNNTestNetwork
,
ENet
)
{
applyTestTag
(
target
==
DNN_TARGET_CPU
?
""
:
CV_TEST_TAG_MEMORY_512MB
);
if
(
backend
==
DNN_BACKEND_HALIDE
)
// Realization contains wrong number of Images (1) for realizing pipeline with 2 outputs
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_HALIDE
);
if
(
backend
==
DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019
)
applyTestTag
(
CV_TEST_TAG_DNN_SKIP_IE_NN_BUILDER
);
if
(
backend
==
DNN_BACKEND_INFERENCE_ENGINE_NGRAPH
)
...
...
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