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gaoqiong
composable_kernel
Commits
befc2638
"examples/dreambooth/train_dreambooth_lora_sdxl.py" did not exist on "bfdffbea32b33e043d1dcd26ad3c545a8b4a2c5e"
Commit
befc2638
authored
Nov 29, 2022
by
letaoqin
Browse files
example add DsDataType
parent
cf18e9a3
Changes
5
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5 changed files
with
21 additions
and
16 deletions
+21
-16
example/09_convnd_fwd/convnd_fwd_dl_common.hpp
example/09_convnd_fwd/convnd_fwd_dl_common.hpp
+2
-1
example/09_convnd_fwd/convnd_fwd_dl_fp16.cpp
example/09_convnd_fwd/convnd_fwd_dl_fp16.cpp
+6
-5
example/09_convnd_fwd/convnd_fwd_dl_fp32.cpp
example/09_convnd_fwd/convnd_fwd_dl_fp32.cpp
+6
-5
example/09_convnd_fwd/convnd_fwd_dl_int8.cpp
example/09_convnd_fwd/convnd_fwd_dl_int8.cpp
+6
-5
example/09_convnd_fwd/run_convnd_fwd_dl_example.inc
example/09_convnd_fwd/run_convnd_fwd_dl_example.inc
+1
-0
No files found.
example/09_convnd_fwd/convnd_fwd_dl_common.hpp
View file @
befc2638
...
@@ -29,6 +29,7 @@ void print_helper_msg()
...
@@ -29,6 +29,7 @@ void print_helper_msg()
template
<
ck
::
index_t
NDimSpatial
,
template
<
ck
::
index_t
NDimSpatial
,
typename
InDataType
,
typename
InDataType
,
typename
WeiDataType
,
typename
WeiDataType
,
typename
DsDataType
,
typename
OutDataType
,
typename
OutDataType
,
typename
InElementOp
,
typename
InElementOp
,
typename
WeiElementOp
,
typename
WeiElementOp
,
...
@@ -45,7 +46,7 @@ bool run_grouped_conv_fwd_dl(bool do_verification,
...
@@ -45,7 +46,7 @@ bool run_grouped_conv_fwd_dl(bool do_verification,
const
WeiElementOp
&
wei_element_op
,
const
WeiElementOp
&
wei_element_op
,
const
OutElementOp
&
out_element_op
)
const
OutElementOp
&
out_element_op
)
{
{
using
DDataType
=
Out
DataType
;
using
DDataType
=
ck
::
remove_cvref_t
<
ck
::
tuple_element_t
<
0
,
Ds
DataType
>>
;
Tensor
<
InDataType
>
in
(
in_g_n_c_wis_desc
);
Tensor
<
InDataType
>
in
(
in_g_n_c_wis_desc
);
Tensor
<
WeiDataType
>
wei
(
wei_g_k_c_xs_desc
);
Tensor
<
WeiDataType
>
wei
(
wei_g_k_c_xs_desc
);
Tensor
<
DDataType
>
bias
(
out_g_n_k_wos_desc
);
Tensor
<
DDataType
>
bias
(
out_g_n_k_wos_desc
);
...
...
example/09_convnd_fwd/convnd_fwd_dl_fp16.cpp
View file @
befc2638
...
@@ -10,6 +10,7 @@
...
@@ -10,6 +10,7 @@
using
InDataType
=
ck
::
half_t
;
using
InDataType
=
ck
::
half_t
;
using
WeiDataType
=
ck
::
half_t
;
using
WeiDataType
=
ck
::
half_t
;
using
AccDataType
=
float
;
using
AccDataType
=
float
;
using
DsDataType
=
ck
::
Tuple
<
ck
::
half_t
>
;
using
OutDataType
=
ck
::
half_t
;
using
OutDataType
=
ck
::
half_t
;
template
<
ck
::
index_t
...
Is
>
template
<
ck
::
index_t
...
Is
>
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
NDimSpatial
,
InDataType
,
WeiDataType
,
ck
::
Tuple
<
Out
DataType
>
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
<
8
,
2
>
,
S
<
8
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
;
<
NDimSpatial
,
InDataType
,
WeiDataType
,
Ds
DataType
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
2
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
<
8
,
2
>
,
S
<
8
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
8
,
1
,
1
,
2
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
2
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
2
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
;
// clang-format on
// clang-format on
#include "run_convnd_fwd_dl_example.inc"
#include "run_convnd_fwd_dl_example.inc"
...
...
example/09_convnd_fwd/convnd_fwd_dl_fp32.cpp
View file @
befc2638
...
@@ -10,6 +10,7 @@
...
@@ -10,6 +10,7 @@
using
InDataType
=
float
;
using
InDataType
=
float
;
using
WeiDataType
=
float
;
using
WeiDataType
=
float
;
using
AccDataType
=
float
;
using
AccDataType
=
float
;
using
DsDataType
=
ck
::
Tuple
<
float
>
;
using
OutDataType
=
float
;
using
OutDataType
=
float
;
template
<
ck
::
index_t
...
Is
>
template
<
ck
::
index_t
...
Is
>
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
NDimSpatial
,
InDataType
,
WeiDataType
,
ck
::
Tuple
<
Out
DataType
>
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
1
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
<
8
,
2
>
,
S
<
8
,
1
,
1
,
1
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
8
,
1
,
1
,
1
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
;
<
NDimSpatial
,
InDataType
,
WeiDataType
,
Ds
DataType
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
1
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
<
8
,
2
>
,
S
<
8
,
1
,
1
,
1
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
8
,
1
,
1
,
1
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
1
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
1
>
,
S
<
0
,
1
,
2
,
3
,
4
,
5
>
,
5
,
4
>
;
// clang-format on
// clang-format on
#include "run_convnd_fwd_dl_example.inc"
#include "run_convnd_fwd_dl_example.inc"
...
...
example/09_convnd_fwd/convnd_fwd_dl_int8.cpp
View file @
befc2638
...
@@ -10,6 +10,7 @@
...
@@ -10,6 +10,7 @@
using
InDataType
=
int8_t
;
using
InDataType
=
int8_t
;
using
WeiDataType
=
int8_t
;
using
WeiDataType
=
int8_t
;
using
AccDataType
=
int32_t
;
using
AccDataType
=
int32_t
;
using
DsDataType
=
ck
::
Tuple
<
int8_t
>
;
using
OutDataType
=
int8_t
;
using
OutDataType
=
int8_t
;
template
<
ck
::
index_t
...
Is
>
template
<
ck
::
index_t
...
Is
>
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
...
@@ -31,7 +32,7 @@ using DeviceGroupedConvNDFwdInstance = ck::tensor_operation::device::DeviceGroup
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
NDimSpatial
,
InDataType
,
WeiDataType
,
ck
::
Tuple
<
Out
DataType
>
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
4
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
<
8
,
2
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
,
1
,
128
,
1
>
,
S
<
1
,
2
,
0
,
3
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,
S
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1
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0
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3
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,
S
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4
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1
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1
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4
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,
S
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1
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3
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,
S
<
1
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1
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>
,
S
<
8
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1
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,
S
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2
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128
,
1
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1
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3
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,
S
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1
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4
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1
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1
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1
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,
S
<
0
,
1
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2
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3
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4
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5
>
,
5
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>
;
<
NDimSpatial
,
InDataType
,
WeiDataType
,
Ds
DataType
,
OutDataType
,
AccDataType
,
InLayout
,
WeiLayout
,
ck
::
Tuple
<
OutLayout
>
,
OutLayout
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
ConvSpec
,
GemmPadingSpec
,
256
,
128
,
128
,
16
,
4
,
4
,
4
,
1
,
S
<
8
,
2
>
,
S
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8
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2
>
,
S
<
8
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1
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1
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4
>
,
S
<
2
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1
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128
,
1
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
,
0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
8
,
1
,
1
,
4
>
,
S
<
2
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1
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128
,
1
>
,
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<
1
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0
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3
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,
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<
1
,
2
,
0
,
3
>
,
S
<
4
,
1
,
1
,
4
>
,
S
<
1
,
2
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0
,
3
>
,
S
<
1
,
1
,
1
,
4
>
,
S
<
0
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1
,
2
,
3
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4
,
5
>
,
5
,
4
>
;
// clang-format on
// clang-format on
#include "run_convnd_fwd_dl_example.inc"
#include "run_convnd_fwd_dl_example.inc"
...
...
example/09_convnd_fwd/run_convnd_fwd_dl_example.inc
View file @
befc2638
...
@@ -61,6 +61,7 @@ bool run_convnd_fwd_dl_example(int argc, char* argv[])
...
@@ -61,6 +61,7 @@ bool run_convnd_fwd_dl_example(int argc, char* argv[])
ndim_spatial_value
,
ndim_spatial_value
,
InDataType
,
InDataType
,
WeiDataType
,
WeiDataType
,
DsDataType
,
OutDataType
,
OutDataType
,
InElementOp
,
InElementOp
,
WeiElementOp
,
WeiElementOp
,
...
...
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