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gaoqiong
composable_kernel_ROCM
Commits
41b920e2
Commit
41b920e2
authored
Mar 12, 2024
by
Jun Liu
Browse files
Merge branch 'amd-develop' into amd-master
parents
874a78f9
5d718e6b
Changes
357
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20 changed files
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809 additions
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42 deletions
+809
-42
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_kn_mn_v1_interwave_instance.cpp
...xdl_splitk_f16_fp8_f16_mk_kn_mn_v1_interwave_instance.cpp
+82
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_kn_mn_v2_instance.cpp
...vice_gemm_xdl_splitk_f16_fp8_f16_mk_kn_mn_v2_instance.cpp
+80
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_kpb128_instance.cpp
..._gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_kpb128_instance.cpp
+147
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v1_instance.cpp
...vice_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v1_instance.cpp
+2
-32
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v1_interwave_instance.cpp
...xdl_splitk_f16_fp8_f16_mk_nk_mn_v1_interwave_instance.cpp
+77
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v2_instance.cpp
...vice_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v2_instance.cpp
+77
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v1_instance.cpp
...vice_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v1_instance.cpp
+95
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v1_interwave_instance.cpp
...xdl_splitk_fp8_f16_f16_mk_kn_mn_v1_interwave_instance.cpp
+81
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v2_instance.cpp
...vice_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v2_instance.cpp
+79
-0
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
..._splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
+79
-0
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instance.cpp
..._bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_instance.cpp
...d_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instance.cpp
...d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_instance.cpp
...ed_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_1x1s1p0_instance.cpp
..._bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_1x1s1p0_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_instance.cpp
...d_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instance.cpp
...d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_instance.cpp
...ed_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv3d_bwd_data/wmma/device_grouped_conv3d_bwd_data_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instance.cpp
...d_data_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instance.cpp
+1
-1
library/src/tensor_operation_instance/gpu/grouped_conv3d_bwd_data/wmma/device_grouped_conv3d_bwd_data_wmma_gndhwc_gkzyxc_gndhwk_f16_instance.cpp
...onv3d_bwd_data_wmma_gndhwc_gkzyxc_gndhwk_f16_instance.cpp
+1
-1
No files found.
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_kn_mn_v1_interwave_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v1; interwave
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
48
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
192
,
64
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
24
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
192
,
32
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
32
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
2
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
32
,
4
,
8
,
16
,
16
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_v1_interwave_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Row
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_kn_mn_v2_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v2
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
48
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
192
,
64
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
24
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
192
,
32
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_v2_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Row
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_kn_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_kpb128_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
KPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
,
ck
::
PipelineVersion
PipVer
,
ck
::
LoopScheduler
LoopSche
>
using
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
8
,
8
,
2
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
F16
,
PipVer
,
LoopSche
,
F16
,
F8
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
64
,
8
,
16
,
16
,
16
,
1
,
2
,
S
<
1
,
8
,
8
,
2
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
F16
,
PipVer
,
LoopSche
,
F16
,
F8
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
4
,
S
<
1
,
8
,
8
,
2
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
8
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
F16
,
PipVer
,
LoopSche
,
F16
,
F8
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_kpb128_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
// default
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmDefault
,
ck
::
PipelineVersion
::
v2
,
ck
::
LoopScheduler
::
Default
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmDefault
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Interwave
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmDefault
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Default
>
{});
// MNKPadding
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNKPadding
,
ck
::
PipelineVersion
::
v2
,
ck
::
LoopScheduler
::
Default
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNKPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Interwave
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNKPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Default
>
{});
// KPadding
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmKPadding
,
ck
::
PipelineVersion
::
v2
,
ck
::
LoopScheduler
::
Default
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmKPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Interwave
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmKPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Default
>
{});
// MNPadding
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNPadding
,
ck
::
PipelineVersion
::
v2
,
ck
::
LoopScheduler
::
Default
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Interwave
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_irregular_kpb128_instances
<
GemmMNPadding
,
ck
::
PipelineVersion
::
v1
,
ck
::
LoopScheduler
::
Default
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_
v1_
instance.cpp
View file @
41b920e2
...
...
@@ -63,41 +63,11 @@ using device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances = std::tuple<
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
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<
0
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2
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1
,
3
>
,
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<
0
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2
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,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
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8
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true
,
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<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
16
,
1
>
,
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<
0
,
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,
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,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
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16
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>
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>
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<
0
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2
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3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
>
,
//PipelineVersion::v1; interwave
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
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1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
16
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
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3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
16
,
32
,
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,
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,
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1
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<
1
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16
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8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
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GemmSpec
,
256
,
128
,
128
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32
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true
,
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1
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4
,
64
,
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>
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S
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0
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1
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3
,
2
>
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<
0
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1
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3
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2
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3
,
16
,
16
,
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,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
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0
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1
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3
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2
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0
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16
,
16
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1
,
1
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1
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32
,
1
,
4
>
,
8
,
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,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
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8
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,
PipelineVersion
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v1
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Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
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Interwave
>
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DeviceGemmXdlSplitKCShuffle
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PipelineVersion
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v1
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Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
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,
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Row
,
Col
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Row
,
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,
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,
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1
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1
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,
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0
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1
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<
0
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1
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,
2
>
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3
,
16
,
16
,
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,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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,
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,
128
,
32
,
4
,
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,
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,
32
,
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,
1
,
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<
1
,
4
,
32
,
1
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,
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0
,
2
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1
,
3
>
,
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<
0
,
2
,
1
,
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,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
(
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_
v1_
instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
...
...
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v1_interwave_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v1; interwave
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
16
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
64
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_v1_interwave_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_f16_fp8_f16_mk_nk_mn_v2_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v2
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
16
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
64
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F16
,
F8
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
3
,
16
,
16
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_v2_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f16_f8_f16_mk_nk_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_
v1_
instance.cpp
View file @
41b920e2
...
...
@@ -68,50 +68,10 @@ using device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances = std::tuple<
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
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PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
32
,
4
,
8
,
16
,
16
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
F16
,
PipelineVersion
::
v1
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
(
void
add_device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_
v1_
instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Row
,
Row
,
F8
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
...
...
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v1_interwave_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v1; interwave
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
48
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
192
,
64
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
24
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
192
,
32
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
32
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
2
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
32
,
4
,
8
,
16
,
16
,
1
,
2
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
16
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
F16
,
PipelineVersion
::
v1
,
LoopScheduler
::
Interwave
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_v1_interwave_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Row
,
Row
,
F8
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_fp8_f16_f16_mk_kn_mn_v2_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
ck
::
f8_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
template
<
ck
::
tensor_operation
::
device
::
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#########################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| Block| MPer| NPer| K0Per| K1| 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| | | | Elementwise| Elementwise| Elementwise|Specialization| 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_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#########################| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//PipelineVersion::v2
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
48
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
192
,
64
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
64
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
192
,
4
,
8
,
32
,
32
,
1
,
3
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
24
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
192
,
32
,
4
,
8
,
32
,
32
,
3
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
4
,
8
,
32
,
32
,
1
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F16
,
PipelineVersion
::
v2
>
,
DeviceGemmXdlSplitKCShuffle
<
F8
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
2
,
1
,
3
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
8
,
8
,
true
,
S
<
1
,
4
,
32
,
1
>
,
S
<
0
,
1
,
3
,
2
>
,
S
<
0
,
1
,
3
,
2
>
,
2
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F16
,
PipelineVersion
::
v2
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_v2_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Row
,
Row
,
F8
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmDefault
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmMNPadding
>
{});
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_instances
<
GemmMNKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_splitk/device_gemm_xdl_splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instance.cpp
0 → 100644
View file @
41b920e2
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_splitk_c_shuffle_lds_direct_load.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_gemm_xdl_splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#######################################|AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#######################################| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Prefetch| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| AddExtraM| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#######################################| | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | Wave| Wave| Lengths_KBatch_K0_M_K1| | | PerVector| | Lengths_KBatch_K0_N_K1| | | PerVector| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
256
,
16
,
128
,
4
,
16
,
16
,
16
,
1
,
2
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
16
,
16
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
1
,
1
,
16
,
4
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
1
,
16
,
4
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
1
,
64
,
16
,
16
,
4
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
1
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
1
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
2
,
64
,
16
,
16
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
1
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
1
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
256
,
128
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
256
,
32
,
32
,
4
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
4
,
8
,
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>
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0
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,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
256
,
16
,
64
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
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1
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,
3
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,
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,
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,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
128
,
16
,
64
,
4
,
32
,
16
,
16
,
1
,
2
,
S
<
1
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2
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,
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,
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,
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,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
128
,
16
,
32
,
8
,
8
,
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,
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,
1
,
1
,
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,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
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,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
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,
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,
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<
1
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8
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
1
,
64
,
16
,
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,
4
,
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,
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,
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,
1
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S
<
1
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16
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1
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4
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,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
2
,
256
,
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,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
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,
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,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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,
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,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
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,
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1
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16
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1
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4
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
256
,
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,
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,
4
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2
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1
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
16
,
128
,
4
,
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,
1
,
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1
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>
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
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,
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1
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,
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
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,
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,
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,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
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,
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,
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,
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,
4
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1
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>
,
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
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,
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,
4
,
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>
,
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,
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,
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<
1
,
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,
1
,
8
>
,
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>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
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,
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,
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,
8
,
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,
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,
1
,
1
,
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<
1
,
2
,
16
,
4
>
,
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<
0
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2
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1
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>
,
3
,
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,
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<
1
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2
,
16
,
4
>
,
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<
0
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2
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1
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,
3
,
2
,
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1
,
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,
S
<
1
,
16
,
1
,
8
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
4
,
32
,
16
,
16
,
1
,
1
,
S
<
1
,
1
,
4
,
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>
,
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<
0
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2
,
1
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>
,
3
,
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,
0
,
S
<
1
,
1
,
4
,
16
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
>
,
DeviceGemmXdlSplitKCShuffle_LdsDirectLoad
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNKPadding
,
2
,
256
,
64
,
16
,
4
,
16
,
16
,
16
,
1
,
1
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
S
<
1
,
4
,
8
,
8
>
,
S
<
0
,
2
,
1
,
3
>
,
3
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
4
>
// clang-format on
>
;
void
add_device_gemm_xdl_splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmSplitK
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_splitk_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_f16_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
i8_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_gnhwc_gkyxc_gnhwk_i8_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
i8_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_1x1s1p0_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_f16_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
i8_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv2d_bwd_data/wmma/device_grouped_conv2d_bwd_data_wmma_nhwgc_gkyxc_nhwgk_i8_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
i8_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv3d_bwd_data/wmma/device_grouped_conv3d_bwd_data_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
library/src/tensor_operation_instance/gpu/grouped_conv3d_bwd_data/wmma/device_grouped_conv3d_bwd_data_wmma_gndhwc_gkzyxc_gndhwk_f16_instance.cpp
View file @
41b920e2
...
...
@@ -2,7 +2,7 @@
// Copyright (c) 2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_instance.hpp"
#include "ck/library/tensor_operation_instance/gpu/grouped_conv_bwd_data/device_grouped_conv_bwd_data_wmma_
f16_
instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
...
...
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