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gaoqiong
composable_kernel
Commits
e6914f20
Commit
e6914f20
authored
May 24, 2022
by
myamlak
Browse files
Removal of instances and their tests
parent
c82093c4
Changes
20
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Showing
20 changed files
with
0 additions
and
1588 deletions
+0
-1588
library/src/tensor_operation_instance/gpu/CMakeLists.txt
library/src/tensor_operation_instance/gpu/CMakeLists.txt
+0
-2
library/src/tensor_operation_instance/gpu/cgemm/CMakeLists.txt
...ry/src/tensor_operation_instance/gpu/cgemm/CMakeLists.txt
+0
-23
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp
..._4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp
..._4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp
..._4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
..._4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
+0
-58
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
+0
-61
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
+0
-58
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
+0
-60
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
+0
-60
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp
+0
-60
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
...emm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
+0
-57
test/CMakeLists.txt
test/CMakeLists.txt
+0
-1
test/cgemm/CMakeLists.txt
test/cgemm/CMakeLists.txt
+0
-11
test/cgemm/cgemm_bf16.cpp
test/cgemm/cgemm_bf16.cpp
+0
-114
test/cgemm/cgemm_fp16.cpp
test/cgemm/cgemm_fp16.cpp
+0
-127
test/cgemm/cgemm_fp32.cpp
test/cgemm/cgemm_fp32.cpp
+0
-131
test/cgemm/cgemm_util.hpp
test/cgemm/cgemm_util.hpp
+0
-460
No files found.
library/src/tensor_operation_instance/gpu/CMakeLists.txt
View file @
e6914f20
...
@@ -42,7 +42,6 @@ add_subdirectory(convnd_bwd_data)
...
@@ -42,7 +42,6 @@ add_subdirectory(convnd_bwd_data)
add_subdirectory
(
grouped_gemm
)
add_subdirectory
(
grouped_gemm
)
add_subdirectory
(
conv2d_bwd_weight
)
add_subdirectory
(
conv2d_bwd_weight
)
add_subdirectory
(
batched_gemm_reduce
)
add_subdirectory
(
batched_gemm_reduce
)
add_subdirectory
(
cgemm
)
add_library
(
device_operations STATIC
add_library
(
device_operations STATIC
$<TARGET_OBJECTS:device_conv1d_fwd_instance>
$<TARGET_OBJECTS:device_conv1d_fwd_instance>
...
@@ -62,7 +61,6 @@ add_library(device_operations STATIC
...
@@ -62,7 +61,6 @@ add_library(device_operations STATIC
$<TARGET_OBJECTS:device_conv2d_bwd_weight_instance>
$<TARGET_OBJECTS:device_conv2d_bwd_weight_instance>
$<TARGET_OBJECTS:device_batched_gemm_reduce_instance>
$<TARGET_OBJECTS:device_batched_gemm_reduce_instance>
$<TARGET_OBJECTS:device_conv3d_fwd_instance>
$<TARGET_OBJECTS:device_conv3d_fwd_instance>
$<TARGET_OBJECTS:device_cgemm_instance>
device_conv2d.cpp
device_conv2d.cpp
)
)
add_library
(
composablekernels::device_operations ALIAS device_operations
)
add_library
(
composablekernels::device_operations ALIAS device_operations
)
...
...
library/src/tensor_operation_instance/gpu/cgemm/CMakeLists.txt
deleted
100644 → 0
View file @
c82093c4
# device_cgemm_instance
set
(
DEVICE_CGEMM_INSTANCE_SOURCE
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp;
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp;
)
add_library
(
device_cgemm_instance SHARED
${
DEVICE_CGEMM_INSTANCE_SOURCE
}
)
target_compile_features
(
device_cgemm_instance PUBLIC
)
set_target_properties
(
device_cgemm_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
install
(
TARGETS device_cgemm_instance LIBRARY DESTINATION lib
)
clang_tidy_check
(
device_cgemm_instance
)
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
using
BF16
=
ck
::
bhalf_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
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
2
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
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
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
using
BF16
=
ck
::
bhalf_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
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
using
BF16
=
ck
::
bhalf_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
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
using
BF16
=
ck
::
bhalf_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
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
2
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
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
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
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
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
1
,
1
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
1
,
1
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
1
,
1
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
1
,
1
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
1
,
1
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
1
,
1
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
1
,
1
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
1
,
1
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
1
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
1
,
4
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
1
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
1
,
4
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
1
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
1
,
4
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
1
,
4
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
1
,
4
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
4
,
1
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
4
,
1
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
4
,
1
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
4
,
1
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
4
,
1
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
4
,
1
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
4
,
1
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
4
,
1
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
1
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/cgemm/device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instance.cpp
deleted
100644 → 0
View file @
c82093c4
#include <stdlib.h>
#include "config.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_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
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_cgemm_4gemm_xdl_c_shuffle_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| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| 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| 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|
//############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
16
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
32
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
128
,
32
,
128
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
16
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
32
,
16
,
4
,
4
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
,
DeviceCGemm_4Gemm_Xdl_CShuffle
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
32
,
64
,
16
,
4
,
4
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
4
,
4
,
1
,
1
,
1
,
S
<
1
,
8
,
1
,
8
>
,
4
>
// clang-format on
>
;
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
{});
}
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
test/CMakeLists.txt
View file @
e6914f20
...
@@ -64,5 +64,4 @@ add_subdirectory(reduce)
...
@@ -64,5 +64,4 @@ add_subdirectory(reduce)
add_subdirectory
(
conv2d_bwd_weight
)
add_subdirectory
(
conv2d_bwd_weight
)
add_subdirectory
(
convnd_bwd_data
)
add_subdirectory
(
convnd_bwd_data
)
add_subdirectory
(
block_to_ctile_map
)
add_subdirectory
(
block_to_ctile_map
)
add_subdirectory
(
cgemm
)
# DONOT add client_app, that is tested via CI independently
# DONOT add client_app, that is tested via CI independently
test/cgemm/CMakeLists.txt
deleted
100644 → 0
View file @
c82093c4
add_test_executable
(
test_cgemm_fp32 cgemm_fp32.cpp
)
target_link_libraries
(
test_cgemm_fp32 PRIVATE host_tensor
)
target_link_libraries
(
test_cgemm_fp32 PRIVATE device_cgemm_instance
)
add_test_executable
(
test_cgemm_fp16 cgemm_fp16.cpp
)
target_link_libraries
(
test_cgemm_fp16 PRIVATE host_tensor
)
target_link_libraries
(
test_cgemm_fp16 PRIVATE device_cgemm_instance
)
add_test_executable
(
test_cgemm_bf16 cgemm_bf16.cpp
)
target_link_libraries
(
test_cgemm_bf16 PRIVATE host_tensor
)
target_link_libraries
(
test_cgemm_bf16 PRIVATE device_cgemm_instance
)
test/cgemm/cgemm_bf16.cpp
deleted
100644 → 0
View file @
c82093c4
#include <algorithm>
#include <cstdlib>
#include <half.hpp>
#include <iostream>
#include <numeric>
#include <tuple>
#include <vector>
#include "cgemm_util.hpp"
#include "config.hpp"
#include "print.hpp"
#include "device.hpp"
#include "host_tensor.hpp"
#include "host_tensor_generator.hpp"
#include "device_tensor.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "reference_cgemm.hpp"
#include "gemm_specialization.hpp"
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
DeviceCGemmNoOpPtr
=
ck
::
tensor_operation
::
device
::
DeviceCGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>
;
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
int
main
()
{
using
RowMajor
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
ColumnMajor
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
bool
res
=
true
;
std
::
vector
<
DeviceCGemmNoOpPtr
>
cgemmPtrs
;
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemmBF16
<
DeviceCGemmNoOpPtr
,
ColumnMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemmBF16
<
DeviceCGemmNoOpPtr
,
ColumnMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemmBF16
<
DeviceCGemmNoOpPtr
,
RowMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemmBF16
<
DeviceCGemmNoOpPtr
,
RowMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
std
::
cout
<<
"TestCGemm ..... "
<<
(
res
?
"SUCCESS"
:
"FAILURE"
)
<<
std
::
endl
;
return
res
?
0
:
1
;
}
test/cgemm/cgemm_fp16.cpp
deleted
100644 → 0
View file @
c82093c4
#include <algorithm>
#include <cstdlib>
#include <half.hpp>
#include <iostream>
#include <numeric>
#include <tuple>
#include <vector>
#include "cgemm_util.hpp"
#include "config.hpp"
#include "print.hpp"
#include "device.hpp"
#include "device_tensor.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "gemm_specialization.hpp"
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
DeviceCGemmNoOpPtr
=
ck
::
tensor_operation
::
device
::
DeviceCGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>
;
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
int
main
()
{
using
ADataType
=
ck
::
half_t
;
using
BDataType
=
ck
::
half_t
;
using
CDataType
=
ck
::
half_t
;
using
RowMajor
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
ColumnMajor
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
bool
res
=
true
;
std
::
vector
<
DeviceCGemmNoOpPtr
>
cgemmPtrs
;
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
ColumnMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
ColumnMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
RowMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
RowMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
std
::
cout
<<
"TestCGemm ..... "
<<
(
res
?
"SUCCESS"
:
"FAILURE"
)
<<
std
::
endl
;
return
res
?
0
:
1
;
}
test/cgemm/cgemm_fp32.cpp
deleted
100644 → 0
View file @
c82093c4
#include <algorithm>
#include <cstdlib>
#include <half.hpp>
#include <iostream>
#include <numeric>
#include <tuple>
#include <vector>
#include "cgemm_util.hpp"
#include "config.hpp"
#include "print.hpp"
#include "device.hpp"
#include "host_tensor_generator.hpp"
#include "host_gemm.hpp"
#include "device_tensor.hpp"
#include "device_cgemm_4gemm_xdl_cshuffle.hpp"
#include "element_wise_operation.hpp"
#include "reference_cgemm.hpp"
#include "gemm_specialization.hpp"
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
DeviceCGemmNoOpPtr
=
ck
::
tensor_operation
::
device
::
DeviceCGemmPtr
<
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
>
;
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_cgemm_instance
{
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
void
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
DeviceCGemmNoOpPtr
>&
);
}
// namespace device_cgemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
int
main
()
{
using
ADataType
=
float
;
using
BDataType
=
float
;
using
CDataType
=
float
;
using
RowMajor
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
ColumnMajor
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
bool
res
=
true
;
std
::
vector
<
DeviceCGemmNoOpPtr
>
cgemmPtrs
;
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
ColumnMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
ColumnMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
RowMajor
,
RowMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
cgemmPtrs
.
clear
();
ck
::
tensor_operation
::
device
::
device_cgemm_instance
::
add_device_cgemm_4gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
cgemmPtrs
);
for
(
auto
&
cgemmPtr
:
cgemmPtrs
)
{
res
&=
ck
::
cgemm_util
::
TestCGemm
<
DeviceCGemmNoOpPtr
,
ADataType
,
BDataType
,
CDataType
,
RowMajor
,
ColumnMajor
,
RowMajor
,
PassThrough
,
PassThrough
,
PassThrough
>
{}(
cgemmPtr
);
}
std
::
cout
<<
"TestCGemm ..... "
<<
(
res
?
"SUCCESS"
:
"FAILURE"
)
<<
std
::
endl
;
return
res
?
0
:
1
;
}
test/cgemm/cgemm_util.hpp
deleted
100644 → 0
View file @
c82093c4
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