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gaoqiong
composable_kernel
Commits
ec7d0a44
Commit
ec7d0a44
authored
Jul 31, 2023
by
Rostyslav Geyyer
Browse files
Add mixed precision example
parent
8070bdff
Changes
2
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-0
example/01_gemm/CMakeLists.txt
example/01_gemm/CMakeLists.txt
+3
-0
example/01_gemm/gemm_xdl_fp16_f8.cpp
example/01_gemm/gemm_xdl_fp16_f8.cpp
+41
-0
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example/01_gemm/CMakeLists.txt
View file @
ec7d0a44
...
...
@@ -54,3 +54,6 @@ if(GPU_TARGETS MATCHES "gfx940" OR GPU_TARGETS MATCHES "gfx941" OR GPU_TARGETS M
add_example_executable
(
example_gemm_xdl_f8 gemm_xdl_f8.cpp
)
add_dependencies
(
example_gemm_xdl example_gemm_xdl_f8
)
endif
()
add_example_executable
(
example_gemm_xdl_fp16_f8 gemm_xdl_fp16_f8.cpp
)
add_dependencies
(
example_gemm_xdl example_gemm_xdl_fp16_f8
)
example/01_gemm/gemm_xdl_fp16_f8.cpp
0 → 100644
View file @
ec7d0a44
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "common.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle.hpp"
using
ADataType
=
ck
::
f8_t
;
using
BDataType
=
ck
::
half_t
;
using
CDataType
=
ck
::
half_t
;
using
AccDataType
=
float
;
using
CShuffleDataType
=
ck
::
half_t
;
using
ALayout
=
Row
;
using
BLayout
=
Col
;
using
CLayout
=
Row
;
using
AElementOp
=
PassThrough
;
using
BElementOp
=
PassThrough
;
using
CElementOp
=
PassThrough
;
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
LoopSched
=
ck
::
make_default_loop_scheduler
();
static
constexpr
auto
PipelineVer
=
ck
::
PipelineVersion
::
v1
;
static
constexpr
bool
MixedPrecision
=
true
;
// clang-format off
using
DeviceGemmInstance
=
ck
::
tensor_operation
::
device
::
DeviceGemm_Xdl_CShuffle
// ######| ALayout| BLayout| CLayout| AData| BData| CData| AccData| CShuffle| A| B| C| GEMM| NumGemmK| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| Loop| Pipeline| EnableMixed|
// ######| | | | Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| Scheduler| Version| Precision|
// ######| | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | | |
// ######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
ALayout
,
BLayout
,
CLayout
,
ADataType
,
BDataType
,
CDataType
,
AccDataType
,
CShuffleDataType
,
AElementOp
,
BElementOp
,
CElementOp
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopSched
,
PipelineVer
,
MixedPrecision
>
;
// clang-format on
using
ReferenceGemmInstance
=
ck
::
tensor_operation
::
host
::
ReferenceGemm
<
ADataType
,
BDataType
,
CDataType
,
AccDataType
,
AElementOp
,
BElementOp
,
CElementOp
>
;
#include "run_gemm_example.inc"
int
main
(
int
argc
,
char
*
argv
[])
{
return
!
run_gemm_example
(
argc
,
argv
);
}
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