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gaoqiong
composable_kernel_ROCM
Commits
efab74a3
Commit
efab74a3
authored
Jan 24, 2025
by
Rostyslav Geyyer
Browse files
Merge branch 'gfx950' into lwpck-2619
parents
86950b3a
bcef33c1
Changes
362
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20 changed files
with
951 additions
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10 deletions
+951
-10
library/src/tensor_operation_instance/gpu/gemm_b_scale/CMakeLists.txt
...tensor_operation_instance/gpu/gemm_b_scale/CMakeLists.txt
+10
-0
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
...16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
+105
-0
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
...scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
+32
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/CMakeLists.txt
...ration_instance/gpu/gemm_multiply_multiply/CMakeLists.txt
+10
-0
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn.hpp
...device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn.hpp
+62
-9
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
library/src/tensor_operation_instance/gpu/gemm_universal/CMakeLists.txt
...nsor_operation_instance/gpu/gemm_universal/CMakeLists.txt
+3
-0
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_bf16_i4_bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn.hpp
..._bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn.hpp
+87
-0
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_bf16_i4_bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_v2_default_instance.cpp
...iversal_bf16_i4_bf16_mk_nk_mn_mem_v2_default_instance.cpp
+24
-0
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_f16_i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn.hpp
..._i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn.hpp
+86
-0
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_f16_i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
...universal_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
+24
-0
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/CMakeLists.txt
...ration_instance/gpu/gemm_universal_streamk/CMakeLists.txt
+38
-1
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn.hpp
...ce_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn.hpp
+91
-0
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_default_instance.cpp
...streamk_bf16_bf16_bf16_km_kn_mn_comp_default_instance.cpp
+30
-0
No files found.
library/src/tensor_operation_instance/gpu/gemm_b_scale/CMakeLists.txt
0 → 100644
View file @
efab74a3
# ONLY XDL_KERNELS
set
(
GEMM_B_SCALE_INSTANCES
)
list
(
APPEND GEMM_B_SCALE_INSTANCES
device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
)
set_source_files_properties
(
device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
add_instance_library
(
device_gemm_b_scale_instance
${
GEMM_B_SCALE_INSTANCES
}
)
\ No newline at end of file
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3_b_scale.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
I4
=
pk_i4_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
;
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
;
#if 0
template <GemmSpecialization GemmSpec>
using device_gemm_xdl_b_scale_f16_i4_f16_mk_nk_mn_comp_instances = std::tuple<
#endif
template
<
BlockGemmPipelineScheduler
BlkGemmPipeSched
,
GemmSpecialization
GemmSpec
>
using
device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances
=
std
::
tuple
<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| BScale| CData| AccData| Cshuffle| A| B| C| GEMM| Block| Scale| Scale| 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| Data| Type| Type| Type| Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| 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|
//#########################| | | | | | Type| | | | Operation| Operation| Operation| | | N| K| | | | | |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|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//Compute friendly
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
//Latency friendly
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
1
,
128
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
1
,
128
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
16
,
32
,
128
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
// Memory friendly v3
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
128
,
32
,
128
,
8
,
32
,
32
,
32
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
128
,
16
,
128
,
8
,
16
,
16
,
16
,
4
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
32
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
16
,
128
,
8
,
16
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
1
,
128
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
1
,
128
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
16
,
32
,
128
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
16
,
64
,
128
,
8
,
32
,
16
,
16
,
1
,
2
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
64
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
16
,
128
,
128
,
8
,
32
,
16
,
16
,
1
,
4
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
128
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
16
,
256
,
128
,
8
,
32
,
16
,
16
,
1
,
4
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
32
,
256
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
// Memory friendly v4
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
32
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
16
,
128
,
8
,
16
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
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BlockGemmPipelineVersion
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v4
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half_t
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half_t
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false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
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BlockGemmPipelineVersion
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v4
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false
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BlockGemmPipelineVersion
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v4
,
half_t
,
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false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
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I4
,
F16
,
F16
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F32
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,
PassThrough
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PassThrough
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
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v4
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half_t
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false
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>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
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Col
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Row
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4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
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PassThrough
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BlockGemmPipelineVersion
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v4
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half_t
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false
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false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
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Col
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Row
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I4
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,
F16
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
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GemmSpec
,
128
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1
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1
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,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
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GemmSpec
,
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1
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
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GemmSpec
,
256
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1
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16
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1
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16
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1
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>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
32
,
256
,
128
,
8
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32
,
32
,
32
,
1
,
2
,
S
<
16
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,
1
>
,
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<
1
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1
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>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
//new Compute friendly kernel
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
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,
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,
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2
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,
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1
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,
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,
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,
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,
0
,
1
,
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,
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<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
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,
8
,
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,
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,
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,
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,
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<
8
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1
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2
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,
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>
,
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<
1
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,
2
>
,
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1
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,
2
,
32
,
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,
0
,
1
,
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,
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<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
//new Memory friendly kernel
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
16
,
64
,
256
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
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
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmV2BScale
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
1
,
128
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_b_scale_xdl_f16_i4_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/CMakeLists.txt
View file @
efab74a3
...
...
@@ -9,6 +9,13 @@ list(APPEND GEMM_MULTIPLY_MULTIPLY_INSTANCES
device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_mem_v2_kpadding_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_default_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v1_kpadding_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
device_gemm_multiply_multiply_xdl_i8_i8_bf16/device_gemm_multiply_multiply_xdl_i8_i8_bf16_mk_nk_mn_comp_default_instance.cpp
device_gemm_multiply_multiply_xdl_i8_i8_bf16/device_gemm_multiply_multiply_xdl_i8_i8_bf16_mk_nk_mn_comp_kpadding_instance.cpp
device_gemm_multiply_multiply_xdl_i8_i8_bf16/device_gemm_multiply_multiply_xdl_i8_i8_bf16_mk_nk_mn_mem_v1_default_instance.cpp
...
...
@@ -20,6 +27,9 @@ list(APPEND GEMM_MULTIPLY_MULTIPLY_INSTANCES
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_default_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_kpadding_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_default_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_f8_f8_f16/device_gemm_multiply_multiply_xdl_f8_f8_f16_mk_nk_mn_comp_kpadding_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_i8_i8_bf16/device_gemm_multiply_multiply_xdl_i8_i8_bf16_mk_nk_mn_comp_default_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
set_source_files_properties
(
device_gemm_multiply_multiply_xdl_i8_i8_bf16/device_gemm_multiply_multiply_xdl_i8_i8_bf16_mk_nk_mn_comp_kpadding_instance.cpp PROPERTIES COMPILE_OPTIONS
";-mllvm;-greedy-reverse-local-assignment=1"
)
...
...
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn.hpp
View file @
efab74a3
...
...
@@ -46,8 +46,49 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_instances = std
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,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
...
...
@@ -74,23 +115,35 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_mem_instances = std:
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
32
,
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
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
16
,
128
,
16
,
16
,
16
,
16
,
4
,
1
,
S
<
8
,
32
,
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
,
32
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
128
,
32
,
128
,
16
,
16
,
32
,
32
,
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
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
128
,
16
,
128
,
16
,
16
,
16
,
16
,
4
,
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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
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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
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
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2
>
,
2
,
16
,
16
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0
,
S
<
4
,
16
,
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
>
,
BF16
,
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
>
,
BF16
,
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
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0
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2
>
,
2
,
16
,
16
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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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
64
,
128
,
16
,
16
,
16
,
16
,
1
,
2
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
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2
>
,
2
,
16
,
16
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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
>
,
BF16
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
64
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
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0
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S
<
8
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16
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1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
128
,
128
,
16
,
16
,
16
,
16
,
1
,
4
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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>
,
2
,
16
,
16
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0
,
S
<
8
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16
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1
>
,
S
<
1
,
0
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2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
,
0
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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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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>
,
2
,
16
,
16
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0
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<
8
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16
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1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
,
0
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1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
128
,
128
,
8
,
16
,
16
,
16
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
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0
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2
>
,
S
<
1
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0
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>
,
2
,
8
,
8
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<
8
,
32
,
1
>
,
S
<
1
,
0
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2
>
,
S
<
1
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0
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2
>
,
2
,
16
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16
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0
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1
,
2
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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>
,
2
,
16
,
16
,
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S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
,
0
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1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
,
16
,
16
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
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0
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2
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,
S
<
1
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0
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2
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,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
2
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
2
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
256
,
128
,
16
,
16
,
16
,
16
,
1
,
4
,
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
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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
>
,
BF16
,
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
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8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
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
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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
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
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
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
256
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
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
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
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
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
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
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
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
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
256
,
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
>
;
...
...
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 @
efab74a3
// 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
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0
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2
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,
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
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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
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2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
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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
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2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
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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
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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
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2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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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
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2
>
,
S
<
1
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0
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2
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,
2
,
16
,
16
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0
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8
,
32
,
1
>
,
S
<
1
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0
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2
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,
S
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1
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0
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2
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,
2
,
16
,
16
,
0
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1
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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
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2
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,
S
<
1
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0
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2
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,
2
,
16
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16
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0
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8
,
32
,
1
>
,
S
<
1
,
0
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2
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S
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1
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0
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2
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,
2
,
16
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16
,
0
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1
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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
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2
>
,
S
<
1
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0
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2
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,
2
,
16
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16
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0
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8
,
32
,
1
>
,
S
<
1
,
0
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2
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S
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1
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0
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2
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,
2
,
16
,
16
,
0
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1
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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
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2
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,
S
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1
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0
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2
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16
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16
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8
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32
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1
>
,
S
<
1
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0
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2
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1
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0
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2
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,
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,
16
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16
,
0
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1
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1
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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
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2
>
,
S
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1
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0
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2
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,
2
,
16
,
16
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0
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8
,
32
,
1
>
,
S
<
1
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0
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2
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,
S
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1
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0
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2
>
,
2
,
16
,
16
,
0
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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
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0
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2
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,
S
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1
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0
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2
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,
2
,
16
,
16
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0
,
S
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16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
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1
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0
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2
>
,
2
,
16
,
16
,
0
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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
<
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
<
8
,
8
,
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
,
128
,
128
,
8
,
16
,
16
,
16
,
1
,
2
,
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
>
,
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
,
32
,
128
,
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
,
16
,
1
,
16
>
,
S
<
8
,
8
,
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
,
64
,
16
,
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
,
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
,
32
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
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
::
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
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
2
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
2
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
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1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
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Col
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,
Row
,
F8
,
F8
,
Tuple
<
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,
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F32
,
PassThrough
,
PassThrough
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MultiplyMultiply
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,
128
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16
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<
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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
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,
F16
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F32
,
F32
,
PassThrough
,
PassThrough
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MultiplyMultiply
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,
256
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16
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256
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128
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16
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16
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16
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16
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1
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<
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,
S
<
4
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
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,
PassThrough
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PassThrough
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MultiplyMultiply
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,
256
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32
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256
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128
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16
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32
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32
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<
1
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16
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1
,
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>
,
S
<
8
,
8
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>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
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,
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F32
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F32
,
PassThrough
,
PassThrough
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MultiplyMultiply
,
GemmSpec
,
256
,
32
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128
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128
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16
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32
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32
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1
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<
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<
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<
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2
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16
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0
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S
<
1
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32
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1
,
8
>
,
S
<
8
,
8
,
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
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GemmSpec
,
256
,
32
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128
,
256
,
16
,
16
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32
,
32
,
1
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<
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16
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<
1
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<
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2
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16
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16
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0
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1
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1
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S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
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
,
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,
128
,
32
,
128
,
128
,
16
,
16
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32
,
32
,
1
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<
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<
1
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<
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<
1
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2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
8
,
8
,
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
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
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<
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<
1
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<
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,
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,
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<
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<
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<
1
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2
,
16
,
16
,
0
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1
,
1
,
S
<
1
,
16
,
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
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
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,
S
<
1
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0
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,
2
,
16
,
16
,
0
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<
8
,
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,
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,
S
<
1
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0
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2
>
,
S
<
1
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0
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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
,
128
,
256
,
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
>
;
}
// 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 @
efab74a3
// 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
<
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
<
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 @
efab74a3
// 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 @
efab74a3
// 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 @
efab74a3
// 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 @
efab74a3
// 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 @
efab74a3
// 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
library/src/tensor_operation_instance/gpu/gemm_universal/CMakeLists.txt
View file @
efab74a3
...
...
@@ -97,6 +97,9 @@ list(APPEND GEMM_UNIVERSAL_INSTANCES
device_gemm_xdl_universal_f16_f8_f16/device_gemm_xdl_universal_f16_f8_f16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_f16_f8_f16/device_gemm_xdl_universal_f16_f8_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
device_gemm_xdl_universal_f16_i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_bf16_i4_bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_f8_f16_f16/device_gemm_xdl_universal_f8_f16_f16_mk_kn_mn_comp_default_instance.cpp
device_gemm_xdl_universal_f8_f16_f16/device_gemm_xdl_universal_f8_f16_f16_mk_kn_mn_comp_kpadding_instance.cpp
device_gemm_xdl_universal_f8_f16_f16/device_gemm_xdl_universal_f8_f16_f16_mk_kn_mn_comp_mnpadding_instance.cpp
...
...
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_bf16_i4_bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn.hpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, 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_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
I4
=
pk_i4_t
;
using
BF16
=
bhalf_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
;
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
;
#if 0
template <GemmSpecialization GemmSpec>
using device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_comp_instances = std::tuple<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| 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|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// Compute friendly
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, BF16, I4, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, BF16, I4, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 224, 256, 64, 8, 16, 16, 16, 7, 8, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 2, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, BF16, I4, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, BF16, I4, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, BF16, I4, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Interwave, BlockGemmPipelineVersion::v1>
// clang-format on
>;
#endif
template
<
BlockGemmPipelineScheduler
BlkGemmPipeSched
,
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_instances
=
std
::
tuple
<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| ACompType| BCompType| APermute| BPermute|
//#########################| | | | 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| | | | |
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
128
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
32
,
128
,
8
,
32
,
32
,
32
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
16
,
128
,
8
,
16
,
16
,
16
,
4
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
32
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
16
,
128
,
8
,
16
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
128
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
64
,
128
,
8
,
32
,
16
,
16
,
1
,
2
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
64
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
128
,
128
,
8
,
32
,
16
,
16
,
1
,
4
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
128
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
16
,
256
,
128
,
8
,
32
,
16
,
16
,
1
,
4
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
32
,
256
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
bhalf_t
,
bhalf_t
,
false
,
true
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_bf16_i4_bf16/device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_v2_default_instance.cpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmV2
<
Row
,
Col
,
Row
,
BF16
,
I4
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_universal_bf16_i4_bf16_mk_nk_mn_mem_instances
<
Interwave
,
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_f16_i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn.hpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, 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_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
I4
=
pk_i4_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
;
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
;
#if 0
template <GemmSpecialization GemmSpec>
using device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_comp_instances = std::tuple<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| 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|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// Compute friendly
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 224, 256, 64, 8, 16, 16, 16, 7, 8, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 2, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 16, 32, 32, 2, 2, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Interwave, BlockGemmPipelineVersion::v1>
// clang-format on
>;
#endif
template
<
BlockGemmPipelineScheduler
BlkGemmPipeSched
,
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_instances
=
std
::
tuple
<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| ACompType| BCompType| APermute| BPermute|
//#########################| | | | 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| | | | |
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
half_t
,
half_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
half_t
,
half_t
,
false
,
true
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
8
,
1
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>
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>
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>
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,
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,
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,
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,
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,
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>
,
DeviceGemm_Xdl_CShuffleV3
<
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,
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
half_t
,
half_t
,
false
,
true
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_f16_i4_f16/device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
0 → 100644
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmV2
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_universal_f16_i4_f16_mk_nk_mn_mem_instances
<
Interwave
,
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/CMakeLists.txt
View file @
efab74a3
...
...
@@ -64,6 +64,43 @@ list(APPEND GEMM_UNIVERSAL_STREAMK_INSTANCES
device_gemm_xdl_universal_streamk_f8_f16_f16/device_gemm_xdl_universal_streamk_f8_f16_f16_mk_nk_mn_mem_v1_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_f8_f16_f16/device_gemm_xdl_universal_streamk_f8_f16_f16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_streamk_f8_f16_f16/device_gemm_xdl_universal_streamk_f8_f16_f16_mk_nk_mn_mem_v2_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_f8_f16_f16/device_gemm_xdl_universal_streamk_f8_f16_f16_mk_nk_mn_mem_v2_mnkpadding_instance.cpp
)
device_gemm_xdl_universal_streamk_f8_f16_f16/device_gemm_xdl_universal_streamk_f8_f16_f16_mk_nk_mn_mem_v2_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_mnpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v1_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v1_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v1_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v2_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_v2_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_comp_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_comp_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_comp_mpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_comp_mkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v1_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v1_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v1_mkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_comp_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v2_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_nk_mn_mem_v2_mkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_comp_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_comp_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_comp_mnpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v1_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v1_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v1_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v2_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_kn_mn_mem_v2_mnkpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_comp_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_comp_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_mem_v1_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_mem_v1_kpadding_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_mem_v2_default_instance.cpp
device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_mem_v2_kpadding_instance.cpp
)
add_instance_library
(
device_gemm_universal_streamk_instance
${
GEMM_UNIVERSAL_STREAMK_INSTANCES
}
)
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn.hpp
0 → 100755
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, 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_xdl_cshuffle_streamk_v3.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
using
BF16
=
bhalf_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
;
static
constexpr
auto
GemmDefault
=
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmKPadding
=
GemmSpecialization
::
KPadding
;
static
constexpr
auto
GemmMPadding
=
GemmSpecialization
::
MPadding
;
static
constexpr
auto
GemmMNPadding
=
GemmSpecialization
::
MNPadding
;
static
constexpr
auto
GemmMKPadding
=
GemmSpecialization
::
MKPadding
;
static
constexpr
auto
GemmMNKPadding
=
GemmSpecialization
::
MNKPadding
;
static
constexpr
auto
Intrawave
=
BlockGemmPipelineScheduler
::
Intrawave
;
static
constexpr
auto
Interwave
=
BlockGemmPipelineScheduler
::
Interwave
;
template
<
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_instances
=
std
::
tuple
<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| 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|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
256
,
32
,
4
,
4
,
32
,
32
,
4
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
64
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
256
,
32
,
4
,
4
,
32
,
32
,
4
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v5
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
256
,
32
,
2
,
2
,
32
,
32
,
4
,
4
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v5
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
256
,
32
,
4
,
4
,
32
,
32
,
4
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
256
,
32
,
2
,
2
,
32
,
32
,
4
,
4
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
>
,
// Can we support this kind of odd case? 224(256) = 28*8 + (4*8)
//DeviceGemm_Xdl_CShuffle_Streamk_V3< Col, Row, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 224, 256, 64, 8, 8, 16, 16, 7, 8, S<8, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 8, 0, S<8, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 8, 0, 1, 2, S<1, 32, 1, 8>, 8, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v5
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
128
,
128
,
64
,
4
,
4
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlockGemmPipelineScheduler
::
Interwave
,
BlockGemmPipelineVersion
::
v1
>
// clang-format on
>
;
template
<
BlockGemmPipelineScheduler
BlkGemmPipeSched
,
GemmSpecialization
GemmSpec
>
using
device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_mem_instances
=
std
::
tuple
<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| CData| 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| 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|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// Latency friendly
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
64
,
2
,
2
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
S
<
32
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
S
<
16
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
64
,
2
,
2
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
S
<
32
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
>
,
// Memory friendly
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
16
,
64
,
8
,
2
,
16
,
16
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
8
,
0
,
S
<
32
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
256
,
16
,
64
,
2
,
2
,
16
,
16
,
4
,
1
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
S
<
32
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
128
,
16
,
64
,
8
,
4
,
16
,
16
,
4
,
1
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
8
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
64
,
16
,
64
,
4
,
4
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
32
,
16
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
64
,
16
,
16
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
S
<
16
,
4
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
32
,
64
,
4
,
4
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
64
,
64
,
4
,
4
,
16
,
16
,
1
,
2
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
16
,
128
,
64
,
4
,
4
,
16
,
16
,
1
,
4
,
S
<
16
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
4
,
0
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
16
,
256
,
64
,
2
,
4
,
16
,
16
,
1
,
4
,
S
<
32
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
8
,
4
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
,
DeviceGemm_Xdl_CShuffle_Streamk_V3
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
16
,
256
,
64
,
2
,
2
,
16
,
16
,
1
,
4
,
S
<
32
,
8
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
>
// clang-format on
>
;
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm_universal_streamk/device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_default_instance.cpp
0 → 100755
View file @
efab74a3
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm_Streamk_V2
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_universal_streamk_bf16_bf16_bf16_km_kn_mn_comp_instances
<
GemmDefault
>
{});
}
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
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