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gaoqiong
composable_kernel_ROCM
Commits
a6fca1cd
Commit
a6fca1cd
authored
Dec 27, 2024
by
coderfeli
Browse files
add missed files; fix clang format
parent
a721edb3
Changes
8
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8 changed files
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351 additions
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2 deletions
+351
-2
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp
.../device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp
+153
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instance.cpp
...multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instance.cpp
+32
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instance.cpp
...ultiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instance.cpp
+32
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_default_instance.cpp
...ltiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_default_instance.cpp
+33
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_kpadding_instance.cpp
...tiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_kpadding_instance.cpp
+33
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_default_instance.cpp
...ltiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_default_instance.cpp
+33
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
...tiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
+33
-0
profiler/src/profile_gemm_multiply_multiply.cpp
profiler/src/profile_gemm_multiply_multiply.cpp
+2
-2
No files found.
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#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_multiple_d_xdl_cshuffle_v3.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
F8
=
f8_t
;
using
F16
=
half_t
;
using
F32
=
float
;
using
Row
=
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
index_t
...
Is
>
using
S
=
Sequence
<
Is
...
>
;
using
PassThrough
=
element_wise
::
PassThrough
;
using
MultiplyMultiply
=
element_wise
::
MultiplyMultiply
;
static
constexpr
auto
GemmDefault
=
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmKPadding
=
GemmSpecialization
::
KPadding
;
static
constexpr
auto
GemmMNPadding
=
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMNKPadding
=
GemmSpecialization
::
MNKPadding
;
static
constexpr
auto
Intrawave
=
BlockGemmPipelineScheduler
::
Intrawave
;
static
constexpr
auto
Interwave
=
BlockGemmPipelineScheduler
::
Interwave
;
template
<
GemmSpecialization
GemmSpec
>
using
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_instances
=
std
::
tuple
<
// clang-format off
//################################| ALayout| BLayout| DsLayout| ELayout|AData| BData| DsData| EData| AccData| Cshuffle| A| B| C| GEMM| Block| MPer| NPer| KPer| AK1| BK1|MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| Block-wiseGemm| Block-wiseGemm|
//################################| | | | | Type| Type| 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| Pipeline| Pipeline|
//################################| | | | | | | | | | | 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| Scheduler| Verision|
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(__gfx94__) || defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
// Compute friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
64
,
16
,
16
,
32
,
32
,
4
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
128
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
64
,
16
,
16
,
32
,
32
,
4
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
128
,
16
,
16
,
32
,
32
,
4
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
224
,
128
,
16
,
16
,
32
,
32
,
2
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
192
,
128
,
16
,
16
,
32
,
32
,
4
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
160
,
128
,
16
,
16
,
32
,
32
,
2
,
5
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
128
,
128
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
96
,
128
,
16
,
16
,
32
,
32
,
2
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
64
,
128
,
16
,
16
,
32
,
32
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
256
,
128
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
224
,
128
,
16
,
16
,
32
,
32
,
1
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
192
,
128
,
16
,
16
,
32
,
32
,
2
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
160
,
128
,
16
,
16
,
32
,
32
,
1
,
5
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
256
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
128
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
96
,
256
,
16
,
16
,
32
,
32
,
1
,
3
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
// Compute friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
256
,
128
,
16
,
16
,
32
,
32
,
1
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
224
,
128
,
16
,
16
,
16
,
16
,
2
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
192
,
256
,
16
,
16
,
32
,
32
,
1
,
3
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
192
,
128
,
16
,
16
,
32
,
32
,
1
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
160
,
256
,
16
,
16
,
16
,
16
,
2
,
5
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
128
,
256
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
96
,
256
,
16
,
16
,
16
,
16
,
2
,
3
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
64
,
512
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
256
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
224
,
256
,
16
,
16
,
16
,
16
,
1
,
7
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
192
,
256
,
16
,
16
,
16
,
16
,
1
,
6
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
160
,
256
,
16
,
16
,
16
,
16
,
1
,
5
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
256
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
96
,
256
,
16
,
16
,
16
,
16
,
1
,
3
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
64
,
512
,
16
,
16
,
16
,
16
,
1
,
2
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
256
,
128
,
8
,
16
,
16
,
16
,
1
,
4
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
192
,
256
,
16
,
16
,
16
,
16
,
1
,
3
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
128
,
256
,
16
,
16
,
16
,
16
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
64
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
128
,
16
,
16
,
16
,
16
,
8
,
8
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
64
,
16
,
16
,
16
,
16
,
8
,
8
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
192
,
128
,
16
,
16
,
16
,
16
,
8
,
6
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
160
,
128
,
16
,
16
,
16
,
16
,
8
,
5
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
128
,
128
,
16
,
16
,
16
,
16
,
8
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
96
,
128
,
16
,
16
,
16
,
16
,
8
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
64
,
128
,
16
,
16
,
16
,
16
,
8
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
224
,
256
,
128
,
16
,
16
,
16
,
16
,
7
,
8
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
224
,
128
,
16
,
16
,
16
,
16
,
8
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
128
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
128
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v5
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
256
,
64
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Interwave
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Interwave
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
128
,
128
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Interwave
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
64
,
128
,
16
,
16
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
64
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
#endif
// clang-format on
>
;
template
<
BlockGemmPipelineScheduler
BlkGemmPipeSched
,
GemmSpecialization
GemmSpec
>
using
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_instances
=
std
::
tuple
<
// clang-format off
//################################| ALayout| BLayout| DsLayout| ELayout|AData| BData| DsData| EData| AccData| Cshuffle| A| B| C| GEMM| Block| MPer| NPer| KPer| AK1| BK1|MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| Block-wiseGemm| Block-wiseGemm|
//################################| | | | | Type| Type| 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| Pipeline| Pipeline|
//################################| | | | | | | | | | | 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| Scheduler| Verision|
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(__gfx94__) || defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
// Latency friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
64
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// Memory friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
32
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
16
,
128
,
16
,
8
,
16
,
16
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
64
,
32
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
64
,
16
,
128
,
16
,
16
,
16
,
16
,
2
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
64
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
64
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
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>
#endif
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
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,
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,
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,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_instances
<
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_instances
<
GemmKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_default_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_instances
<
Intrawave
,
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_kpadding_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_kpadding_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_instances
<
Intrawave
,
GemmKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_default_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_instances
<
Interwave
,
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
0 → 100644
View file @
a6fca1cd
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_kpadding_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleDSplitK
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
F16
,
PassThrough
,
PassThrough
,
MultiplyMultiply
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_instances
<
Interwave
,
GemmKPadding
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
profiler/src/profile_gemm_multiply_multiply.cpp
View file @
a6fca1cd
...
...
@@ -28,7 +28,7 @@ enum struct GemmDataType
F16_F16_F16_F8
,
// 6
F8_F8_BF16
,
// 7
INT8_INT8_BF16
,
// 8
F8_F8_F16
,
// 9
F8_F8_F16
,
// 9
};
#define OP_NAME "gemm_multiply_multiply"
...
...
@@ -90,7 +90,7 @@ int profile_gemm_multiply_multiply(int argc, char* argv[])
using
F32
=
float
;
using
BF16
=
ck
::
bhalf_t
;
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F8
=
ck
::
f8_t
;
using
I8
=
int8_t
;
using
I32
=
int
;
...
...
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