Skip to content
GitLab
Explore
Sign in
Primary navigation
Search or go to…
Project
A
aidge_backend_cuda
Manage
Activity
Members
Labels
Plan
Issues
Issue boards
Milestones
Wiki
Requirements
Code
Merge requests
Repository
Branches
Commits
Tags
Repository graph
Compare revisions
Snippets
Locked files
Build
Pipelines
Jobs
Pipeline schedules
Test cases
Artifacts
Deploy
Releases
Model registry
Operate
Environments
Monitor
Incidents
Analyze
Value stream analytics
Contributor analytics
CI/CD analytics
Repository analytics
Code review analytics
Issue analytics
Insights
Model experiments
Help
Help
Support
GitLab documentation
Compare GitLab plans
Community forum
Contribute to GitLab
Provide feedback
Terms and privacy
Keyboard shortcuts
?
Snippets
Groups
Projects
Show more breadcrumbs
Houssem ROUIS
aidge_backend_cuda
Commits
0efec0ee
Commit
0efec0ee
authored
1 year ago
by
Houssem ROUIS
Browse files
Options
Downloads
Patches
Plain Diff
update tensorDesc call
parent
ca5d5c3c
No related branches found
No related tags found
No related merge requests found
Pipeline
#40169
failed
1 year ago
Stage: build
Stage: test
Stage: coverage
Changes
3
Pipelines
1
Hide whitespace changes
Inline
Side-by-side
Showing
3 changed files
src/operator/AvgPoolingImpl.cpp
+8
-5
8 additions, 5 deletions
src/operator/AvgPoolingImpl.cpp
src/operator/MaxPoolingImpl.cpp
+8
-5
8 additions, 5 deletions
src/operator/MaxPoolingImpl.cpp
src/operator/ReLUImpl.cpp
+7
-4
7 additions, 4 deletions
src/operator/ReLUImpl.cpp
with
23 additions
and
14 deletions
src/operator/AvgPoolingImpl.cpp
+
8
−
5
View file @
0efec0ee
...
@@ -24,14 +24,16 @@
...
@@ -24,14 +24,16 @@
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
Aidge
::
DimIdx_t
DIM
>
void
Aidge
::
AvgPoolingImpl_cuda
<
DIM
>::
forward
()
{
void
Aidge
::
AvgPoolingImpl_cuda
<
DIM
>::
forward
()
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
std
::
shared_ptr
<
Tensor
>
inputFallback
;
std
::
shared_ptr
<
Tensor
>
inputFallback
;
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
mOp
.
getRawOutput
(
0
)));
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
mOp
.
getRawOutput
(
0
)));
// Lazy-initialize CuDNN AvgPooling descriptor
// Lazy-initialize CuDNN AvgPooling descriptor
if
(
mAvgPoolingDesc
==
nullptr
)
{
if
(
mAvgPoolingDesc
==
nullptr
)
{
const
AvgPooling_Op
<
DIM
>&
avgPoolingOp
=
static_cast
<
const
AvgPooling_Op
<
DIM
>&>
(
mO
p
);
const
AvgPooling_Op
<
DIM
>&
avgPoolingOp
=
static_cast
<
const
AvgPooling_Op
<
DIM
>&>
(
o
p
);
const
std
::
vector
<
int
>
strides
(
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
StrideDims
>().
begin
(),
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
StrideDims
>().
end
());
const
std
::
vector
<
int
>
strides
(
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
StrideDims
>().
begin
(),
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
StrideDims
>().
end
());
const
std
::
vector
<
int
>
paddings
(
DIM
,
0
);
const
std
::
vector
<
int
>
paddings
(
DIM
,
0
);
const
std
::
vector
<
int
>
window_dims
(
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
KernelDims
>().
begin
(),
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
KernelDims
>().
end
());
const
std
::
vector
<
int
>
window_dims
(
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
KernelDims
>().
begin
(),
avgPoolingOp
.
template
getAttr
<
AvgPoolingAttr
::
KernelDims
>().
end
());
...
@@ -58,6 +60,7 @@ void Aidge::AvgPoolingImpl_cuda<DIM>::forward() {
...
@@ -58,6 +60,7 @@ void Aidge::AvgPoolingImpl_cuda<DIM>::forward() {
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
class
T
>
template
<
class
T
>
void
Aidge
::
AvgPoolingImpl_cuda
<
DIM
>::
forward_
(
const
Tensor
&
input
)
{
void
Aidge
::
AvgPoolingImpl_cuda
<
DIM
>::
forward_
(
const
Tensor
&
input
)
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
const
T
alpha
=
1.0
f
;
const
T
alpha
=
1.0
f
;
const
T
beta
=
0.0
f
;
const
T
beta
=
0.0
f
;
CHECK_CUDNN_STATUS
(
CHECK_CUDNN_STATUS
(
...
@@ -65,11 +68,11 @@ void Aidge::AvgPoolingImpl_cuda<DIM>::forward_(const Tensor& input) {
...
@@ -65,11 +68,11 @@ void Aidge::AvgPoolingImpl_cuda<DIM>::forward_(const Tensor& input) {
CudaContext
::
cudnnHandle
(),
CudaContext
::
cudnnHandle
(),
mAvgPoolingDesc
,
mAvgPoolingDesc
,
&
alpha
,
&
alpha
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
input
.
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
input
.
getImpl
())
->
getCudnnTensorDesc
(
input
),
input
.
getImpl
()
->
rawPtr
(),
input
.
getImpl
()
->
rawPtr
(),
&
beta
,
&
beta
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
get
Raw
Output
(
0
)
)
->
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
o
p
.
getOutput
(
0
)
->
getImpl
())
->
getCudnnTensorDesc
(
*
op
.
getOutput
(
0
)
),
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()
)
)
);
);
}
}
...
...
This diff is collapsed.
Click to expand it.
src/operator/MaxPoolingImpl.cpp
+
8
−
5
View file @
0efec0ee
...
@@ -24,14 +24,16 @@
...
@@ -24,14 +24,16 @@
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
Aidge
::
DimIdx_t
DIM
>
void
Aidge
::
MaxPoolingImpl_cuda
<
DIM
>::
forward
()
{
void
Aidge
::
MaxPoolingImpl_cuda
<
DIM
>::
forward
()
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
std
::
shared_ptr
<
Tensor
>
inputFallback
;
std
::
shared_ptr
<
Tensor
>
inputFallback
;
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawOutput
(
0
)));
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawOutput
(
0
)));
// Lazy-initialize CuDNN MaxPooling descriptor
// Lazy-initialize CuDNN MaxPooling descriptor
if
(
mMaxPoolingDesc
==
nullptr
)
{
if
(
mMaxPoolingDesc
==
nullptr
)
{
const
MaxPooling_Op
<
DIM
>&
maxPoolingOp
=
static_cast
<
const
MaxPooling_Op
<
DIM
>&>
(
mO
p
);
const
MaxPooling_Op
<
DIM
>&
maxPoolingOp
=
static_cast
<
const
MaxPooling_Op
<
DIM
>&>
(
o
p
);
const
std
::
vector
<
int
>
strides
(
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
StrideDims
>().
begin
(),
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
StrideDims
>().
end
());
const
std
::
vector
<
int
>
strides
(
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
StrideDims
>().
begin
(),
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
StrideDims
>().
end
());
const
std
::
vector
<
int
>
paddings
(
DIM
,
0
);
const
std
::
vector
<
int
>
paddings
(
DIM
,
0
);
const
std
::
vector
<
int
>
window_dims
(
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
KernelDims
>().
begin
(),
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
KernelDims
>().
end
());
const
std
::
vector
<
int
>
window_dims
(
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
KernelDims
>().
begin
(),
maxPoolingOp
.
template
getAttr
<
MaxPoolingAttr
::
KernelDims
>().
end
());
...
@@ -58,6 +60,7 @@ void Aidge::MaxPoolingImpl_cuda<DIM>::forward() {
...
@@ -58,6 +60,7 @@ void Aidge::MaxPoolingImpl_cuda<DIM>::forward() {
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
Aidge
::
DimIdx_t
DIM
>
template
<
class
T
>
template
<
class
T
>
void
Aidge
::
MaxPoolingImpl_cuda
<
DIM
>::
forward_
(
const
Tensor
&
input
)
{
void
Aidge
::
MaxPoolingImpl_cuda
<
DIM
>::
forward_
(
const
Tensor
&
input
)
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
const
T
alpha
=
1.0
f
;
const
T
alpha
=
1.0
f
;
const
T
beta
=
0.0
f
;
const
T
beta
=
0.0
f
;
CHECK_CUDNN_STATUS
(
CHECK_CUDNN_STATUS
(
...
@@ -65,11 +68,11 @@ void Aidge::MaxPoolingImpl_cuda<DIM>::forward_(const Tensor& input) {
...
@@ -65,11 +68,11 @@ void Aidge::MaxPoolingImpl_cuda<DIM>::forward_(const Tensor& input) {
CudaContext
::
cudnnHandle
(),
CudaContext
::
cudnnHandle
(),
mMaxPoolingDesc
,
mMaxPoolingDesc
,
&
alpha
,
&
alpha
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
input
.
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
input
.
getImpl
())
->
getCudnnTensorDesc
(
input
),
input
.
getImpl
()
->
rawPtr
(),
input
.
getImpl
()
->
rawPtr
(),
&
beta
,
&
beta
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
get
Raw
Output
(
0
)
)
->
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
o
p
.
getOutput
(
0
)
->
getImpl
())
->
getCudnnTensorDesc
(
*
op
.
getOutput
(
0
)
),
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()
)
)
);
);
}
}
...
...
This diff is collapsed.
Click to expand it.
src/operator/ReLUImpl.cpp
+
7
−
4
View file @
0efec0ee
...
@@ -23,10 +23,12 @@
...
@@ -23,10 +23,12 @@
#include
"aidge/backend/cuda/utils/CudaContext.hpp"
#include
"aidge/backend/cuda/utils/CudaContext.hpp"
void
Aidge
::
ReLUImpl_cuda
::
forward
()
{
void
Aidge
::
ReLUImpl_cuda
::
forward
()
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
assert
(
mOp
.
getRawInput
(
0
)
&&
"missing input #0"
);
std
::
shared_ptr
<
Tensor
>
inputFallback
;
std
::
shared_ptr
<
Tensor
>
inputFallback
;
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawOutput
(
0
)));
const
auto
&
input
=
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawInput
(
0
))
->
refCastFrom
(
inputFallback
,
*
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawOutput
(
0
)));
// Lazy-initialize CuDNN ReLU descriptor
// Lazy-initialize CuDNN ReLU descriptor
if
(
mReLUDesc
==
nullptr
)
{
if
(
mReLUDesc
==
nullptr
)
{
...
@@ -49,17 +51,18 @@ void Aidge::ReLUImpl_cuda::forward() {
...
@@ -49,17 +51,18 @@ void Aidge::ReLUImpl_cuda::forward() {
template
<
class
T
>
template
<
class
T
>
void
Aidge
::
ReLUImpl_cuda
::
forward_
(
const
Tensor
&
input
)
{
void
Aidge
::
ReLUImpl_cuda
::
forward_
(
const
Tensor
&
input
)
{
const
OperatorTensor
&
op
=
static_cast
<
const
OperatorTensor
&>
(
mOp
);
const
T
alpha
=
1.0
f
;
const
T
alpha
=
1.0
f
;
const
T
beta
=
0.0
f
;
const
T
beta
=
0.0
f
;
CHECK_CUDNN_STATUS
(
CHECK_CUDNN_STATUS
(
cudnnActivationForward
(
CudaContext
::
cudnnHandle
(),
cudnnActivationForward
(
CudaContext
::
cudnnHandle
(),
mReLUDesc
,
mReLUDesc
,
&
alpha
,
&
alpha
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
input
.
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
input
.
getImpl
())
->
getCudnnTensorDesc
(
input
),
input
.
getImpl
()
->
rawPtr
(),
input
.
getImpl
()
->
rawPtr
(),
&
beta
,
&
beta
,
dynamic_cast
<
TensorImpl_cuda_
*
>
(
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
get
Raw
Output
(
0
)
)
->
getImpl
()
.
get
()
)
->
getCudnnTensorDesc
(),
std
::
dynamic_
pointer_
cast
<
TensorImpl_cuda_
>
(
o
p
.
getOutput
(
0
)
->
getImpl
())
->
getCudnnTensorDesc
(
*
op
.
getOutput
(
0
)
),
std
::
static_pointer_cast
<
Tensor
>
(
mO
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()));
std
::
static_pointer_cast
<
Tensor
>
(
o
p
.
getRawOutput
(
0
))
->
getImpl
()
->
rawPtr
()));
}
}
Aidge
::
ReLUImpl_cuda
::~
ReLUImpl_cuda
()
{
Aidge
::
ReLUImpl_cuda
::~
ReLUImpl_cuda
()
{
...
...
This diff is collapsed.
Click to expand it.
Preview
0%
Loading
Try again
or
attach a new file
.
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Save comment
Cancel
Please
register
or
sign in
to comment