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gaoqiong
composable_kernel
Commits
ef2defdc
Commit
ef2defdc
authored
Mar 05, 2022
by
rocking
Browse files
Fix build
parent
820c25cb
Changes
5
Show whitespace changes
Inline
Side-by-side
Showing
5 changed files
with
58 additions
and
38 deletions
+58
-38
device_operation/src/device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
...e_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
+17
-17
device_operation/src/device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
...e_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
+17
-17
example/1_gemm_xdl/gemm_xdl_bf16.cpp
example/1_gemm_xdl/gemm_xdl_bf16.cpp
+3
-2
example/1_gemm_xdl/gemm_xdl_int8.cpp
example/1_gemm_xdl/gemm_xdl_int8.cpp
+3
-2
test/CMakeLists.txt
test/CMakeLists.txt
+18
-0
No files found.
device_operation/src/device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
View file @
ef2defdc
...
@@ -23,23 +23,23 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
...
@@ -23,23 +23,23 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
=
std
::
tuple
<
using
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
//#####################| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K
0
Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#####################| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer|
KPer|
AK1| B
K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#####################| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| 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|
//#####################| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block|
|
| XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#####################| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#####################| | | | | | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//#####################| | | | | | | | | | | | | | |
|
| | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
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Row
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Col
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Row
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PassThrough
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PassThrough
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PassThrough
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true
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8
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,
true
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1
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1
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S
<
1
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32
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1
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,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
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BF16
,
F32
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Row
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Col
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Row
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PassThrough
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PassThrough
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PassThrough
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S
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,
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,
true
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1
,
1
,
S
<
1
,
1
,
32
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1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
8
,
32
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4
,
S
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64
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1
>
,
S
<
1
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2
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,
S
<
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>
,
2
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8
,
8
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true
,
S
<
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64
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,
S
<
1
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,
S
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,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
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64
,
1
>
,
S
<
1
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,
2
>
,
S
<
1
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2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
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,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
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2
,
2
,
S
<
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1
>
,
S
<
1
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S
<
1
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2
>
,
2
,
8
,
8
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true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
8
,
32
,
32
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2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
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0
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2
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,
S
<
1
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2
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2
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8
,
8
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true
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true
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1
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1
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S
<
1
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1
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16
,
1
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1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
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BF16
,
F32
,
Row
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Col
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Row
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PassThrough
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PassThrough
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PassThrough
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128
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64
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128
,
32
,
8
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8
,
32
,
32
,
2
,
2
,
S
<
4
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32
,
1
>
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S
<
1
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S
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2
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true
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32
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2
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8
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8
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true
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1
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S
<
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>
,
8
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,
DeviceGemmXdl_C_Shuffle
<
BF16
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BF16
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BF16
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Row
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Col
,
Row
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PassThrough
,
PassThrough
,
PassThrough
,
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64
,
64
,
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,
8
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,
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2
,
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1
>
,
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<
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<
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>
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,
DeviceGemmXdl_C_Shuffle
<
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BF16
,
BF16
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F32
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Col
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Row
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<
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1
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S
<
1
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1
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16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
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PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
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0
,
2
>
,
S
<
1
,
0
,
2
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,
2
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8
,
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<
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<
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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
,
8
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8
,
true
,
1
,
1
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S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
// clang-format on
// clang-format on
>
;
>
;
...
...
device_operation/src/device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
View file @
ef2defdc
...
@@ -22,23 +22,23 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
...
@@ -22,23 +22,23 @@ using PassThrough = ck::tensor_operation::element_wise::PassThrough;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instances
=
std
::
tuple
<
using
device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
//#####################|
AData|
BData|
CData|
AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| K
0
Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#####################| AData| BData| CData| AccData| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer|
KPer|
AK1| B
K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//#####################|
Type|
Type|
Type|
Type| | | | Elementwise| Elementwise| Elementwise| 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|
//#####################| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block|
|
| XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//#####################|
|
|
|
| | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//#####################|
|
|
|
| | | | 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|
//#####################|
|
|
|
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//#####################|
|
|
|
| | | | | | | | | | |
|
| | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
4
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
4
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
4
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
// clang-format on
// clang-format on
>
;
>
;
...
...
example/1_gemm_xdl/gemm_xdl_bf16.cpp
View file @
ef2defdc
...
@@ -52,8 +52,9 @@ using DeviceGemmInstance = ck::tensor_operation::device::DeviceGemmXdl_C_Shuffle
...
@@ -52,8 +52,9 @@ using DeviceGemmInstance = ck::tensor_operation::device::DeviceGemmXdl_C_Shuffle
256
,
// BlockSize
256
,
// BlockSize
256
,
// MPerBlock
256
,
// MPerBlock
128
,
// NPerBlock
128
,
// NPerBlock
4
,
// K0PerBlock
32
,
// KPerBlock
8
,
// K1
8
,
// AK1
8
,
// BK1
32
,
// MPerXDL
32
,
// MPerXDL
32
,
// NPerXDL
32
,
// NPerXDL
4
,
// MXdlPerWave
4
,
// MXdlPerWave
...
...
example/1_gemm_xdl/gemm_xdl_int8.cpp
View file @
ef2defdc
...
@@ -51,8 +51,9 @@ using DeviceGemmInstance = ck::tensor_operation::device::DeviceGemmXdl_C_Shuffle
...
@@ -51,8 +51,9 @@ using DeviceGemmInstance = ck::tensor_operation::device::DeviceGemmXdl_C_Shuffle
256
,
// BlockSize
256
,
// BlockSize
256
,
// MPerBlock
256
,
// MPerBlock
128
,
// NPerBlock
128
,
// NPerBlock
4
,
// K0PerBlock
32
,
// KPerBlock
8
,
// K1
8
,
// AK1
8
,
// BK1
32
,
// MPerXDL
32
,
// MPerXDL
32
,
// NPerXDL
32
,
// NPerXDL
4
,
// MXdlPerWave
4
,
// MXdlPerWave
...
...
test/CMakeLists.txt
View file @
ef2defdc
...
@@ -34,3 +34,21 @@ foreach(TEST ${TESTS})
...
@@ -34,3 +34,21 @@ foreach(TEST ${TESTS})
message
(
"adding test
${
BASE_NAME
}
"
)
message
(
"adding test
${
BASE_NAME
}
"
)
add_test_executeable
(
test_
${
BASE_NAME
}
${
TEST
}
)
add_test_executeable
(
test_
${
BASE_NAME
}
${
TEST
}
)
endforeach
(
TEST
${
TESTS
}
)
endforeach
(
TEST
${
TESTS
}
)
# test_gemm_xdl_fp32
set
(
GEMM_XDL_FP32_SOURCE gemm_xdl/test_gemm_fp32.cpp
)
add_executable
(
test_gemm_xdl_fp32
${
GEMM_XDL_FP32_SOURCE
}
)
target_link_libraries
(
test_gemm_xdl_fp32 PRIVATE host_tensor
)
target_link_libraries
(
test_gemm_xdl_fp32 PRIVATE device_gemm_instance
)
# test_gemm_xdl_bf16
set
(
GEMM_XDL_BF16_SOURCE gemm_xdl/test_gemm_bf16.cpp
)
add_executable
(
test_gemm_xdl_bf16
${
GEMM_XDL_BF16_SOURCE
}
)
target_link_libraries
(
test_gemm_xdl_bf16 PRIVATE host_tensor
)
target_link_libraries
(
test_gemm_xdl_bf16 PRIVATE device_gemm_instance
)
# test_gemm_xdl_int8
set
(
GEMM_XDL_INT8_SOURCE gemm_xdl/test_gemm_int8.cpp
)
add_executable
(
test_gemm_xdl_int8
${
GEMM_XDL_INT8_SOURCE
}
)
target_link_libraries
(
test_gemm_xdl_int8 PRIVATE host_tensor
)
target_link_libraries
(
test_gemm_xdl_int8 PRIVATE device_gemm_instance
)
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