Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
gaoqiong
composable_kernel
Commits
e521823c
Unverified
Commit
e521823c
authored
Dec 01, 2023
by
arai713
Committed by
GitHub
Dec 01, 2023
Browse files
Merge branch 'develop' into hip_tensor_permute
parents
adce1006
c7d5c772
Changes
209
Hide whitespace changes
Inline
Side-by-side
Showing
20 changed files
with
733 additions
and
317 deletions
+733
-317
library/include/ck/library/tensor_operation_instance/gpu/quantization/grouped_convolution_forward_perchannel_quantization.hpp
...n/grouped_convolution_forward_perchannel_quantization.hpp
+65
-62
library/include/ck/library/tensor_operation_instance/gpu/quantization/grouped_convolution_forward_perlayer_quantization.hpp
...ion/grouped_convolution_forward_perlayer_quantization.hpp
+65
-62
library/src/tensor_operation_instance/gpu/CMakeLists.txt
library/src/tensor_operation_instance/gpu/CMakeLists.txt
+147
-42
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
...ary/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
+5
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
+18
-18
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_fp8_fp8_fp8_mk_kn_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_fp8_fp8_fp8_mk_kn_mn_instance.cpp
+66
-25
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
...shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
+54
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instance.cpp
...shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instance.cpp
+51
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instance.cpp
...shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instance.cpp
+51
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instance.cpp
...shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instance.cpp
+50
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instance.cpp
...shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instance.cpp
+53
-0
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instance.cpp
...e_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instance.cpp
...ce_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instance.cpp
...ce_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instance.cpp
...e_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instance.cpp
..._grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instance.cpp
..._grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instance.cpp
..._grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instance.cpp
..._grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instance.cpp
+12
-12
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/wmma/device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instance.cpp
..._conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instance.cpp
+12
-12
No files found.
library/include/ck/library/tensor_operation_instance/gpu/quantization/grouped_convolution_forward_perchannel_quantization.hpp
View file @
e521823c
...
@@ -7,7 +7,7 @@
...
@@ -7,7 +7,7 @@
#include "ck/ck.hpp"
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_grouped_conv_fwd_multiple_d.hpp"
#include "ck/tensor_operation/gpu/device/device_grouped_conv_fwd_multiple_
ab
d.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
...
@@ -19,63 +19,65 @@ namespace instance {
...
@@ -19,63 +19,65 @@ namespace instance {
#ifdef DL_KERNELS
#ifdef DL_KERNELS
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
void
add_device_conv2d_dl_perchannel_quantization_int8_instances
(
void
add_device_conv2d_dl_perchannel_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
NHWGC
,
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GKYXC
,
NHWGC
,
GK_Tuple
,
GKYXC
,
NHWGK
,
GK_Tuple
,
int8_t
,
NHWGK
,
int8_t
,
int8_t
,
F32_Tuple
,
int8_t
,
int8_t
,
F32_Tuple
,
PassThrough
,
int8_t
,
PassThrough
,
PassThrough
,
Activation_Mul2_Clamp
<
PassThrough
>>>>&
PassThrough
,
Activation_Mul2_Clamp
<
PassThrough
>>>>&
instances
);
instances
);
void
add_device_conv2d_dl_relu_perchannel_quantization_int8_instances
(
void
add_device_conv2d_dl_relu_perchannel_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
GK_Tuple
,
GK_Tuple
,
NHWGK
,
NHWGK
,
int8_t
,
int8_t
,
int8_t
,
int8_t
,
F32_Tuple
,
F32_Tuple
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
Activation_Mul2_Clamp
<
Relu
>>>>&
Activation_Mul2_Clamp
<
Relu
>>>>&
instances
);
instances
);
#endif
#endif
void
add_device_conv2d_xdl_perchannel_quantization_int8_instances
(
void
add_device_conv2d_xdl_perchannel_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
NHWGC
,
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GKYXC
,
NHWGC
,
GK_Tuple
,
GKYXC
,
NHWGK
,
GK_Tuple
,
int8_t
,
NHWGK
,
int8_t
,
int8_t
,
F32_Tuple
,
int8_t
,
int8_t
,
F32_Tuple
,
PassThrough
,
int8_t
,
PassThrough
,
PassThrough
,
Activation_Mul2_Clamp
<
PassThrough
>>>>&
PassThrough
,
Activation_Mul2_Clamp
<
PassThrough
>>>>&
instances
);
instances
);
void
add_device_conv2d_xdl_relu_perchannel_quantization_int8_instances
(
void
add_device_conv2d_xdl_relu_perchannel_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
GK_Tuple
,
GK_Tuple
,
NHWGK
,
NHWGK
,
int8_t
,
int8_t
,
int8_t
,
int8_t
,
F32_Tuple
,
F32_Tuple
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
Activation_Mul2_Clamp
<
Relu
>>>>&
Activation_Mul2_Clamp
<
Relu
>>>>&
instances
);
instances
);
template
<
ck
::
index_t
NumDimSpatial
,
template
<
ck
::
index_t
NumDimSpatial
,
...
@@ -88,7 +90,7 @@ template <ck::index_t NumDimSpatial,
...
@@ -88,7 +90,7 @@ template <ck::index_t NumDimSpatial,
typename
DsDataType
,
typename
DsDataType
,
typename
OutDataType
,
typename
OutDataType
,
typename
Activation
>
typename
Activation
>
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultipleD
<
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultiple
AB
D
<
NumDimSpatial
,
NumDimSpatial
,
InLayout
,
InLayout
,
WeiLayout
,
WeiLayout
,
...
@@ -102,18 +104,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -102,18 +104,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul2_Clamp
<
Activation
>>>
Activation_Mul2_Clamp
<
Activation
>>>
{
{
using
DeviceOp
=
DeviceGroupedConvFwdMultipleD
<
NumDimSpatial
,
using
DeviceOp
=
InLayout
,
DeviceGroupedConvFwdMultipleABD
<
NumDimSpatial
,
WeiLayout
,
InLayout
,
GK_Tuple
,
WeiLayout
,
OutLayout
,
GK_Tuple
,
InDataType
,
OutLayout
,
WeiDataType
,
InDataType
,
F32_Tuple
,
WeiDataType
,
OutDataType
,
F32_Tuple
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
OutDataType
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul2_Clamp
<
Activation
>>
;
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul2_Clamp
<
Activation
>>
;
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
...
...
library/include/ck/library/tensor_operation_instance/gpu/quantization/grouped_convolution_forward_perlayer_quantization.hpp
View file @
e521823c
...
@@ -7,7 +7,7 @@
...
@@ -7,7 +7,7 @@
#include "ck/ck.hpp"
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_grouped_conv_fwd_multiple_d.hpp"
#include "ck/tensor_operation/gpu/device/device_grouped_conv_fwd_multiple_
ab
d.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
...
@@ -19,63 +19,65 @@ namespace instance {
...
@@ -19,63 +19,65 @@ namespace instance {
#ifdef DL_KERNELS
#ifdef DL_KERNELS
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
void
add_device_conv2d_dl_perlayer_quantization_int8_instances
(
void
add_device_conv2d_dl_perlayer_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
NHWGC
,
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GKYXC
,
NHWGC
,
Empty_Tuple
,
GKYXC
,
NHWGK
,
Empty_Tuple
,
int8_t
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
int8_t
,
Empty_Tuple
,
PassThrough
,
int8_t
,
PassThrough
,
PassThrough
,
Activation_Mul_Clamp
<
PassThrough
>>>>&
PassThrough
,
Activation_Mul_Clamp
<
PassThrough
>>>>&
instances
);
instances
);
void
add_device_conv2d_dl_relu_perlayer_quantization_int8_instances
(
void
add_device_conv2d_dl_relu_perlayer_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
NHWGK
,
NHWGK
,
int8_t
,
int8_t
,
int8_t
,
int8_t
,
Empty_Tuple
,
Empty_Tuple
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
Activation_Mul_Clamp
<
Relu
>>>>&
Activation_Mul_Clamp
<
Relu
>>>>&
instances
);
instances
);
#endif
#endif
void
add_device_conv2d_xdl_perlayer_quantization_int8_instances
(
void
add_device_conv2d_xdl_perlayer_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
NHWGC
,
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GKYXC
,
NHWGC
,
Empty_Tuple
,
GKYXC
,
NHWGK
,
Empty_Tuple
,
int8_t
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
int8_t
,
Empty_Tuple
,
PassThrough
,
int8_t
,
PassThrough
,
PassThrough
,
Activation_Mul_Clamp
<
PassThrough
>>>>&
PassThrough
,
Activation_Mul_Clamp
<
PassThrough
>>>>&
instances
);
instances
);
void
add_device_conv2d_xdl_relu_perlayer_quantization_int8_instances
(
void
add_device_conv2d_xdl_relu_perlayer_quantization_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
NHWGK
,
NHWGK
,
int8_t
,
int8_t
,
int8_t
,
int8_t
,
Empty_Tuple
,
Empty_Tuple
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
Activation_Mul_Clamp
<
Relu
>>>>&
Activation_Mul_Clamp
<
Relu
>>>>&
instances
);
instances
);
template
<
ck
::
index_t
NumDimSpatial
,
template
<
ck
::
index_t
NumDimSpatial
,
...
@@ -86,7 +88,7 @@ template <ck::index_t NumDimSpatial,
...
@@ -86,7 +88,7 @@ template <ck::index_t NumDimSpatial,
typename
WeiDataType
,
typename
WeiDataType
,
typename
OutDataType
,
typename
OutDataType
,
typename
Activation
>
typename
Activation
>
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultipleD
<
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultiple
AB
D
<
NumDimSpatial
,
NumDimSpatial
,
InLayout
,
InLayout
,
WeiLayout
,
WeiLayout
,
...
@@ -100,18 +102,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -100,18 +102,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul_Clamp
<
Activation
>>>
Activation_Mul_Clamp
<
Activation
>>>
{
{
using
DeviceOp
=
DeviceGroupedConvFwdMultipleD
<
NumDimSpatial
,
using
DeviceOp
=
InLayout
,
DeviceGroupedConvFwdMultipleABD
<
NumDimSpatial
,
WeiLayout
,
InLayout
,
Empty_Tuple
,
WeiLayout
,
OutLayout
,
Empty_Tuple
,
InDataType
,
OutLayout
,
WeiDataType
,
InDataType
,
Empty_Tuple
,
WeiDataType
,
OutDataType
,
Empty_Tuple
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
OutDataType
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul_Clamp
<
Activation
>>
;
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
Activation_Mul_Clamp
<
Activation
>>
;
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
...
...
library/src/tensor_operation_instance/gpu/CMakeLists.txt
View file @
e521823c
...
@@ -58,7 +58,12 @@ endfunction(add_instance_library INSTANCE_NAME)
...
@@ -58,7 +58,12 @@ endfunction(add_instance_library INSTANCE_NAME)
file
(
GLOB dir_list LIST_DIRECTORIES true *
)
file
(
GLOB dir_list LIST_DIRECTORIES true *
)
set
(
CK_DEVICE_INSTANCES
)
set
(
CK_DEVICE_OTHER_INSTANCES
)
set
(
CK_DEVICE_GEMM_INSTANCES
)
set
(
CK_DEVICE_CONV_INSTANCES
)
set
(
CK_DEVICE_MHA_INSTANCES
)
set
(
CK_DEVICE_CONTRACTION_INSTANCES
)
set
(
CK_DEVICE_REDUCTION_INSTANCES
)
FOREACH
(
subdir_path
${
dir_list
}
)
FOREACH
(
subdir_path
${
dir_list
}
)
set
(
target_dir
)
set
(
target_dir
)
IF
(
IS_DIRECTORY
"
${
subdir_path
}
"
)
IF
(
IS_DIRECTORY
"
${
subdir_path
}
"
)
...
@@ -122,7 +127,19 @@ FOREACH(subdir_path ${dir_list})
...
@@ -122,7 +127,19 @@ FOREACH(subdir_path ${dir_list})
if
((
add_inst EQUAL 1
))
if
((
add_inst EQUAL 1
))
get_filename_component
(
target_dir
${
subdir_path
}
NAME
)
get_filename_component
(
target_dir
${
subdir_path
}
NAME
)
add_subdirectory
(
${
target_dir
}
)
add_subdirectory
(
${
target_dir
}
)
list
(
APPEND CK_DEVICE_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
if
(
"
${
cmake_instance
}
"
MATCHES
"gemm"
)
list
(
APPEND CK_DEVICE_GEMM_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
elseif
(
"
${
cmake_instance
}
"
MATCHES
"conv"
)
list
(
APPEND CK_DEVICE_CONV_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
elseif
(
"
${
cmake_instance
}
"
MATCHES
"mha"
)
list
(
APPEND CK_DEVICE_MHA_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
elseif
(
"
${
cmake_instance
}
"
MATCHES
"contr"
)
list
(
APPEND CK_DEVICE_CONTRACTION_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
elseif
(
"
${
cmake_instance
}
"
MATCHES
"reduce"
)
list
(
APPEND CK_DEVICE_REDUCTION_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
else
()
list
(
APPEND CK_DEVICE_OTHER_INSTANCES $<TARGET_OBJECTS:device_
${
target_dir
}
_instance>
)
endif
()
message
(
"add_instance_directory
${
subdir_path
}
"
)
message
(
"add_instance_directory
${
subdir_path
}
"
)
else
()
else
()
message
(
"skip_instance_directory
${
subdir_path
}
"
)
message
(
"skip_instance_directory
${
subdir_path
}
"
)
...
@@ -130,50 +147,138 @@ FOREACH(subdir_path ${dir_list})
...
@@ -130,50 +147,138 @@ FOREACH(subdir_path ${dir_list})
ENDIF
()
ENDIF
()
ENDFOREACH
()
ENDFOREACH
()
add_library
(
device_operations STATIC
${
CK_DEVICE_INSTANCES
}
)
add_library
(
composablekernels::device_operations ALIAS device_operations
)
if
(
CK_DEVICE_OTHER_INSTANCES
)
add_library
(
device_other_operations STATIC
${
CK_DEVICE_OTHER_INSTANCES
}
)
add_library
(
composablekernels::device_other_operations ALIAS device_other_operations
)
target_compile_features
(
device_other_operations PUBLIC
)
set_target_properties
(
device_other_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_other_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/utility>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_description>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/problem_transform>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/device>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/device/impl>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/grid>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/block>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/warp>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/thread>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/element>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/utility>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/quantization>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/softmax>
)
rocm_install
(
TARGETS device_other_operations
EXPORT device_other_operationsTargets
)
rocm_install
(
EXPORT device_other_operationsTargets
FILE composable_kerneldevice_other_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
if
(
CK_DEVICE_GEMM_INSTANCES
)
add_library
(
device_gemm_operations STATIC
${
CK_DEVICE_GEMM_INSTANCES
}
)
add_library
(
composablekernels::device_gemm_operations ALIAS device_gemm_operations
)
target_compile_features
(
device_gemm_operations PUBLIC
)
set_target_properties
(
device_gemm_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_gemm_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu>
)
rocm_install
(
TARGETS device_gemm_operations
EXPORT device_gemm_operationsTargets
)
rocm_install
(
EXPORT device_gemm_operationsTargets
FILE composable_kerneldevice_gemm_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
if
(
CK_DEVICE_CONV_INSTANCES
)
add_library
(
device_conv_operations STATIC
${
CK_DEVICE_CONV_INSTANCES
}
)
add_library
(
composablekernels::device_conv_operations ALIAS device_conv_operations
)
target_compile_features
(
device_conv_operations PUBLIC
)
set_target_properties
(
device_conv_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_conv_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/conv_tensor_rearrange>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_weight>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/grouped_conv_fwd>
)
rocm_install
(
TARGETS device_conv_operations
EXPORT device_conv_operationsTargets
)
rocm_install
(
EXPORT device_conv_operationsTargets
FILE composable_kerneldevice_conv_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
if
(
CK_DEVICE_MHA_INSTANCES
)
add_library
(
device_mha_operations STATIC
${
CK_DEVICE_MHA_INSTANCES
}
)
add_library
(
composablekernels::device_mha_operations ALIAS device_mha_operations
)
target_compile_features
(
device_mha_operations PUBLIC
)
set_target_properties
(
device_mha_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_mha_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/mha>
)
rocm_install
(
TARGETS device_mha_operations
EXPORT device_mha_operationsTargets
)
rocm_install
(
EXPORT device_mha_operationsTargets
FILE composable_kerneldevice_mha_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
if
(
CK_DEVICE_CONTRACTION_INSTANCES
)
add_library
(
device_contraction_operations STATIC
${
CK_DEVICE_CONTRACTION_INSTANCES
}
)
add_library
(
composablekernels::device_contraction_operations ALIAS device_contraction_operations
)
target_compile_features
(
device_contraction_operations PUBLIC
)
set_target_properties
(
device_contraction_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_contraction_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/contraction>
)
rocm_install
(
TARGETS device_contraction_operations
EXPORT device_contraction_operationsTargets
)
rocm_install
(
EXPORT device_contraction_operationsTargets
FILE composable_kerneldevice_contraction_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
if
(
CK_DEVICE_REDUCTION_INSTANCES
)
add_library
(
device_reduction_operations STATIC
${
CK_DEVICE_REDUCTION_INSTANCES
}
)
add_library
(
composablekernels::device_reduction_operations ALIAS device_reduction_operations
)
target_compile_features
(
device_reduction_operations PUBLIC
)
set_target_properties
(
device_reduction_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_reduction_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/reduce>
)
rocm_install
(
TARGETS device_reduction_operations
EXPORT device_reduction_operationsTargets
)
rocm_install
(
EXPORT device_reduction_operationsTargets
FILE composable_kerneldevice_reduction_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
endif
()
add_library
(
device_operations INTERFACE
)
target_link_libraries
(
device_operations INTERFACE
device_contraction_operations
device_conv_operations
device_gemm_operations
device_other_operations
device_reduction_operations
utility
)
set
(
DEV_OPS_INC_DIRS
set
(
DEV_OPS_INC_DIRS
${
PROJECT_SOURCE_DIR
}
/include/ck/
${
PROJECT_SOURCE_DIR
}
/include/ck/
${
PROJECT_SOURCE_DIR
}
/library/include/ck/
${
PROJECT_SOURCE_DIR
}
/library/include/ck/
)
)
target_compile_features
(
device_operations PUBLIC
)
set_target_properties
(
device_operations PROPERTIES POSITION_INDEPENDENT_CODE ON
)
target_include_directories
(
device_operations PUBLIC
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/utility>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_description>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/problem_transform>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/device>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/device/impl>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/grid>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/block>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/warp>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/thread>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/tensor_operation/gpu/element>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/utility>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu>
$<INSTALL_INTERFACE:
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck/library/tensor_operation_instance/gpu/reduce>
)
#once new arches are enabled make this an option on the main cmake file
# and pass down here to be exported
target_compile_options
(
device_operations PRIVATE
--offload-arch=gfx908
--offload-arch=gfx90a
)
# install(TARGETS device_operations LIBRARY DESTINATION lib)
rocm_install
(
TARGETS device_operations
EXPORT device_operationsTargets
)
rocm_install
(
DIRECTORY
${
DEV_OPS_INC_DIRS
}
DESTINATION
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck
)
rocm_install
(
DIRECTORY
${
DEV_OPS_INC_DIRS
}
DESTINATION
${
CMAKE_INSTALL_INCLUDEDIR
}
/ck
)
rocm_install
(
EXPORT device_operationsTargets
FILE composable_kerneldevice_operationsTargets.cmake
NAMESPACE composable_kernel::
DESTINATION
${
CMAKE_INSTALL_LIBDIR
}
/cmake/composable_kernel
)
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
View file @
e521823c
...
@@ -13,6 +13,10 @@ list(APPEND GEMM_INSTANCES
...
@@ -13,6 +13,10 @@ list(APPEND GEMM_INSTANCES
device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_kn_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_dl_f32_f32_f32_mk_nk_mn_instance.cpp
device_gemm_dl_f32_f32_f32_km_kn_mn_instance.cpp
device_gemm_dl_f32_f32_f32_km_kn_mn_instance.cpp
...
@@ -41,6 +45,7 @@ list(APPEND GEMM_INSTANCES
...
@@ -41,6 +45,7 @@ list(APPEND GEMM_INSTANCES
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_add_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v1_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_instance.cpp
device_gemm_xdl_f16_f16_f16/km_kn_mn_default_pipeline_v2_instance.cpp
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
View file @
e521823c
...
@@ -58,27 +58,27 @@ using device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances = std::tuple<
...
@@ -58,27 +58,27 @@ using device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances = std::tuple<
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
// pipeline v1, 2 waves
,
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif
#endif
#if CK_EXPERIMENTAL_PIPELINE_V2_INSTANCES
#if CK_EXPERIMENTAL_PIPELINE_V2_INSTANCES
// pipeline v2, 1 wave
// pipeline v2, 1 wave
,
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_fp8_fp8_fp8_mk_kn_mn_instance.cpp
View file @
e521823c
...
@@ -31,31 +31,72 @@ static constexpr auto MNKPadding = ck::tensor_operation::device::GemmSpecializat
...
@@ -31,31 +31,72 @@ static constexpr auto MNKPadding = ck::tensor_operation::device::GemmSpecializat
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_instances
=
using
device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_instances
=
std
::
tuple
<
std
::
tuple
<
// clang-format off
// clang-format off
//#####################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| LoopScheduler| Pipeline|
//#####################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#####################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| | |
//#####################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
//#####################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//#####################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
>
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
// clang-format on
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
>
;
// pipeline v1, 2 waves
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif
#if CK_EXPERIMENTAL_PIPELINE_V2_INSTANCES
// pipeline v2, 1 wave
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
256
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
256
,
64
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
2
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
128
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
16
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
128
,
64
,
64
,
16
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
F32
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
1
,
256
,
64
,
128
,
64
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
16
,
1
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
16
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_instances
(
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
std
::
vector
<
std
::
unique_ptr
<
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
0 → 100644
View file @
e521823c
// SPDX-License-Identifier: MIT
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
using
device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// ##################################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// ##################################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// ##################################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| | | PerVector| | Lengths_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
// ##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
16
,
4
>
,
S
<
1
,
0
,
2
>
,
2
,
2
,
1
,
S
<
4
,
16
,
4
>
,
S
<
1
,
0
,
2
>
,
2
,
2
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
,
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
16
,
4
>
,
S
<
1
,
0
,
2
>
,
2
,
2
,
1
,
S
<
4
,
16
,
4
>
,
S
<
1
,
0
,
2
>
,
2
,
2
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instance.cpp
0 → 100644
View file @
e521823c
// SPDX-License-Identifier: MIT
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
using
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
=
std
::
tuple
<
// clang-format off
// ##################################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// ##################################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// ##################################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| | | PerVector| | Lengths_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
// ##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instance.cpp
0 → 100644
View file @
e521823c
// SPDX-License-Identifier: MIT
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
using
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// ##################################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// ##################################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// ##################################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| | | PerVector| | Lengths_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
// ##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instance.cpp
0 → 100644
View file @
e521823c
// SPDX-License-Identifier: MIT
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
using
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
// ##################################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// ##################################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// ##################################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| | | PerVector| | Lengths_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
// ##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instance.cpp
0 → 100644
View file @
e521823c
// SPDX-License-Identifier: MIT
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
using
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// ##################################| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// ##################################| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| Scalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// ##################################| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| | | PerVector| | Lengths_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
// ##################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
,
DeviceGemm_Xdl_CShuffle_LdsDirectLoad
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
256
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
S
<
4
,
8
,
8
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
1
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
1
,
GNWC
,
GNWC
,
GKXC
,
GKXC
,
Empty_Tuple
,
Empty_Tuple
,
GNWK
,
GNWK
,
BF16
,
BF16
,
BF16
,
BF16
,
Empty_Tuple
,
Empty_Tuple
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv_fwd_xdl_bf16_instances
<
1
,
device_grouped_conv_fwd_xdl_bf16_instances
<
1
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
1
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
1
,
GNWC
,
GNWC
,
GKXC
,
GKXC
,
Empty_Tuple
,
Empty_Tuple
,
GNWK
,
GNWK
,
F16
,
F16
,
F16
,
F16
,
Empty_Tuple
,
Empty_Tuple
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv_fwd_xdl_f16_instances
<
1
,
device_grouped_conv_fwd_xdl_f16_instances
<
1
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
1
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
1
,
GNWC
,
GNWC
,
GKXC
,
GKXC
,
Empty_Tuple
,
Empty_Tuple
,
GNWK
,
GNWK
,
F32
,
F32
,
F32
,
F32
,
Empty_Tuple
,
Empty_Tuple
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv_fwd_xdl_f32_instances
<
1
,
device_grouped_conv_fwd_xdl_f32_instances
<
1
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv1d_fwd/xdl/device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
1
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
1
,
GNWC
,
GNWC
,
GKXC
,
GKXC
,
Empty_Tuple
,
Empty_Tuple
,
GNWK
,
GNWK
,
int8_t
,
int8_t
,
int8_t
,
int8_t
,
Empty_Tuple
,
Empty_Tuple
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv_fwd_xdl_int8_instances
<
1
,
device_grouped_conv_fwd_xdl_int8_instances
<
1
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
GNHWC
,
GNHWC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
GNHWK
,
GNHWK
,
F16
,
F16
,
F16
,
F16
,
Empty_Tuple
,
Empty_Tuple
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv2d_fwd_dl_f16_instances
<
GNHWC
,
device_grouped_conv2d_fwd_dl_f16_instances
<
GNHWC
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
GNHWC
,
GNHWC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
GNHWK
,
GNHWK
,
F32
,
F32
,
F32
,
F32
,
Empty_Tuple
,
Empty_Tuple
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv2d_fwd_dl_f32_instances
<
GNHWC
,
device_grouped_conv2d_fwd_dl_f32_instances
<
GNHWC
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
NHWGK
,
NHWGK
,
F16
,
F16
,
F16
,
F16
,
Empty_Tuple
,
Empty_Tuple
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv2d_fwd_dl_f16_instances
<
NHWGC
,
device_grouped_conv2d_fwd_dl_f16_instances
<
NHWGC
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/dl/device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
NHWGC
,
NHWGC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
NHWGK
,
NHWGK
,
F32
,
F32
,
F32
,
F32
,
Empty_Tuple
,
Empty_Tuple
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv2d_fwd_dl_f32_instances
<
NHWGC
,
device_grouped_conv2d_fwd_dl_f32_instances
<
NHWGC
,
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_fwd/wmma/device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instance.cpp
View file @
e521823c
...
@@ -10,18 +10,18 @@ namespace device {
...
@@ -10,18 +10,18 @@ namespace device {
namespace
instance
{
namespace
instance
{
// Compilation parameters for in[g, n, hi, wi, c] * wei[g, k, y, x, c] = out[g, n, ho, wo, k]
// Compilation parameters for in[g, n, hi, wi, c] * wei[g, k, y, x, c] = out[g, n, ho, wo, k]
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultiple
AB
D
<
2
,
GNHWC
,
GNHWC
,
GKYXC
,
GKYXC
,
Empty_Tuple
,
Empty_Tuple
,
GNHWK
,
GNHWK
,
F16
,
F16
,
F16
,
F16
,
Empty_Tuple
,
Empty_Tuple
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
PassThrough
>>>&
instances
)
{
{
add_device_operation_instances
(
instances
,
add_device_operation_instances
(
instances
,
device_grouped_conv_fwd_wmma_f16_instances
<
2
,
device_grouped_conv_fwd_wmma_f16_instances
<
2
,
...
...
Prev
1
…
3
4
5
6
7
8
9
10
11
Next
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment