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gaoqiong
composable_kernel_ROCM
Commits
3ea889f3
Commit
3ea889f3
authored
Dec 20, 2024
by
coderfeli
Browse files
add instances
parent
37cdbf4f
Changes
3
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3 changed files
with
237 additions
and
175 deletions
+237
-175
example/65_gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
...gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
+5
-4
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
+83
-21
profiler/src/CMakeLists.txt
profiler/src/CMakeLists.txt
+149
-150
No files found.
example/65_gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
View file @
3ea889f3
...
...
@@ -77,10 +77,11 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceGemmMultiD_Xdl_CShu
///######| | | | | Type| Type| Type| Type| Type| DataType| Elementwise| Elementwise| Elementwise| Spacialization| 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|
///######| | | | | | | | | | | Operation| Operation| Operation| | | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
///######| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | S<C, D0, D1>|
///###### RRR
///< Row, Row, DsLayout, ELayout, A0DataType, B0DataType, DsDataType, EDataType, AccDataType, CShuffleDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 256, 256, 128, 64, 16, 4, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 4, 0, 1, 1, S<1, 32, 1, 8>, S<8, 8, 1>, ck::BlockGemmPipelineScheduler::Interwave, ck::BlockGemmPipelineVersion::v1, FP8>;
///###### RCR
<
Row
,
Col
,
DsLayout
,
ELayout
,
A0DataType
,
B0DataType
,
DsDataType
,
EDataType
,
AccDataType
,
CShuffleDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
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
>
,
ck
::
BlockGemmPipelineScheduler
::
Interwave
,
ck
::
BlockGemmPipelineVersion
::
v1
,
FP8
>
;
// kernel 1: 256->32x128x128
// < Row, Col, DsLayout, ELayout, A0DataType, B0DataType, DsDataType, EDataType, AccDataType, CShuffleDataType, AElementOp, BElementOp, CDEElementOp, 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>, ck::BlockGemmPipelineScheduler::Interwave, ck::BlockGemmPipelineVersion::v1, FP8>;
<
Row
,
Col
,
DsLayout
,
ELayout
,
A0DataType
,
B0DataType
,
DsDataType
,
EDataType
,
AccDataType
,
CShuffleDataType
,
AElementOp
,
BElementOp
,
CDEElementOp
,
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
>
,
ck
::
BlockGemmPipelineScheduler
::
Intrawave
,
ck
::
BlockGemmPipelineVersion
::
v3
,
FP8
>
;
// kernel 2: 128->32x128x128
// < Row, Col, DsLayout, ELayout, A0DataType, B0DataType, DsDataType, EDataType, AccDataType, CShuffleDataType, AElementOp, BElementOp, CDEElementOp, 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>, ck::BlockGemmPipelineScheduler::Interwave, ck::BlockGemmPipelineVersion::v1, FP8>;
// clang-format on
int
main
(
int
argc
,
char
*
argv
[])
...
...
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 @
3ea889f3
...
...
@@ -43,20 +43,70 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_instances = std
//################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#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
>
,
BF16
,
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
>
,
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
::
v4
,
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
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v4
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
256
,
128
,
16
,
16
,
32
,
32
,
4
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
224
,
128
,
16
,
16
,
32
,
32
,
2
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
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
>
,
BF16
,
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
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
128
,
128
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
96
,
128
,
16
,
16
,
32
,
32
,
2
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
2
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
256
,
64
,
128
,
16
,
16
,
32
,
32
,
4
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
256
,
128
,
16
,
16
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
224
,
128
,
16
,
16
,
32
,
32
,
1
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
192
,
128
,
16
,
16
,
32
,
32
,
2
,
3
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
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
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
64
,
256
,
16
,
16
,
32
,
32
,
2
,
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
,
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
>
,
// custom
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
>
,
// 256x[64, 256, 32]x128
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
,
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
>
,
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
::
v5
,
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
,
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
>
,
BF16
,
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
>
,
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
::
Interwave
,
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
,
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
>
,
BF16
,
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
>
,
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
,
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
>
,
// 224x[64, 256, 32]x128
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
,
224
,
224
,
128
,
16
,
16
,
16
,
16
,
7
,
7
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
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
,
224
,
192
,
128
,
16
,
16
,
16
,
16
,
7
,
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
,
224
,
160
,
128
,
16
,
16
,
16
,
16
,
7
,
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
,
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
,
224
,
128
,
128
,
16
,
16
,
16
,
16
,
7
,
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
,
224
,
96
,
128
,
16
,
16
,
16
,
16
,
7
,
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
<
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
,
224
,
64
,
128
,
16
,
16
,
16
,
16
,
7
,
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
>
,
// 192x[64, 256, 32]x128, 192x[64]x256
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
192
,
256
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
224
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
192
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
160
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
128
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
96
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
64
,
128
,
16
,
16
,
16
,
16
,
6
,
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
,
192
,
64
,
256
,
16
,
16
,
16
,
16
,
6
,
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
,
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
,
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
...
...
@@ -74,23 +124,35 @@ 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
,
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,
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Tuple
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F32
,
F32
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,
BF16
,
F32
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F32
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PassThrough
,
PassThrough
,
MultiplyMultiply
,
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,
128
,
32
,
16
,
128
,
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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1
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S
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2
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
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Tuple
<
Row
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Col
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Tuple
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BlkGemmPipeSched
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BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
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Col
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Tuple
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Row
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
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Col
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Tuple
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Row
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Col
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Tuple
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
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Tuple
<
Row
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Col
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Row
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Tuple
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
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Col
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Row
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F8
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F8
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Tuple
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
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Tuple
<
Row
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Col
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Row
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F8
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Tuple
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
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Tuple
<
Row
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Col
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Row
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Tuple
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
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Col
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,
Row
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F8
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F8
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Tuple
<
F32
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F32
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BF16
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1
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32
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1
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8
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S
<
8
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8
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1
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
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Tuple
<
F32
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F32
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8
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// Memory friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
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F8
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F8
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Tuple
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32
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S
<
4
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4
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1
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
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F8
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Tuple
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S
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2
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2
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1
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
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Tuple
<
F32
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F32
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PassThrough
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1
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16
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S
<
4
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4
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1
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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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F32
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BF16
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F32
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F32
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PassThrough
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MultiplyMultiply
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1
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16
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1
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S
<
2
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2
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1
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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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F32
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PassThrough
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1
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32
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1
,
8
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,
S
<
4
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4
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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
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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
<
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
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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
>
,
2
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16
,
16
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0
,
S
<
8
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16
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1
>
,
S
<
1
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0
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2
>
,
S
<
1
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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
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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
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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
,
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
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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
>
,
2
,
16
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16
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0
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S
<
4
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16
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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
>
,
2
,
16
,
16
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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
,
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
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0
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2
>
,
2
,
16
,
16
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0
,
S
<
8
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8
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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
,
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
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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
,
16
,
64
,
128
,
16
,
16
,
16
,
16
,
1
,
2
,
S
<
8
,
16
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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
,
16
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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
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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
,
256
,
16
,
64
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
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1
>
,
S
<
1
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0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
8
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8
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0
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S
<
8
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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
,
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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>
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2
,
16
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16
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0
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8
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16
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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
>
,
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
,
128
,
16
,
128
,
128
,
16
,
16
,
16
,
16
,
1
,
4
,
S
<
8
,
16
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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
,
16
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16
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8
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16
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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
>
,
2
,
16
,
16
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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
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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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16
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16
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8
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16
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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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2
,
16
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16
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0
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1
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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
,
256
,
128
,
16
,
16
,
16
,
16
,
1
,
4
,
S
<
8
,
16
,
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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16
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16
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8
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16
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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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2
,
16
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0
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1
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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
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1
>
,
S
<
1
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0
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<
1
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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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S
<
1
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0
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2
>
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2
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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
,
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
,
16
,
128
,
128
,
8
,
16
,
16
,
16
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1
,
2
,
S
<
16
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16
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S
<
1
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1
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2
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8
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8
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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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2
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2
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16
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0
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1
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2
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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
>
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S
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::
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,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
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DeviceGemmMultiD_Xdl_CShuffle_V3
<
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Tuple
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DeviceGemmMultiD_Xdl_CShuffle_V3
<
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Tuple
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,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
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,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
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,
Tuple
<
Row
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,
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,
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,
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Tuple
<
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BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
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,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
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Col
,
Tuple
<
Row
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,
Row
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Tuple
<
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BlockGemmPipelineVersion
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v2
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// clang-format on
#endif
// clang-format on
>
;
...
...
profiler/src/CMakeLists.txt
View file @
3ea889f3
# ckProfiler
set
(
PROFILER_SOURCES
profiler.cpp
profile_gemm.cpp
profile_reduce.cpp
profile_groupnorm_bwd_data.cpp
profile_groupnorm_fwd.cpp
profile_layernorm_bwd_data.cpp
profile_layernorm_bwd_gamma_beta.cpp
profile_groupnorm_bwd_gamma_beta.cpp
profile_layernorm_fwd.cpp
profile_max_pool2d_fwd.cpp
profile_pool3d_fwd.cpp
profile_avg_pool3d_bwd.cpp
profile_max_pool3d_bwd.cpp
profile_avg_pool2d_bwd.cpp
profile_max_pool2d_bwd.cpp
profile_softmax.cpp
profile_batchnorm_fwd.cpp
profile_batchnorm_bwd.cpp
profile_batchnorm_infer.cpp
profile_conv_tensor_rearrange.cpp
profile_transpose.cpp
profile_permute_scale.cpp
#
profile_gemm.cpp
#
profile_reduce.cpp
#
profile_groupnorm_bwd_data.cpp
#
profile_groupnorm_fwd.cpp
#
profile_layernorm_bwd_data.cpp
#
profile_layernorm_bwd_gamma_beta.cpp
#
profile_groupnorm_bwd_gamma_beta.cpp
#
profile_layernorm_fwd.cpp
#
profile_max_pool2d_fwd.cpp
#
profile_pool3d_fwd.cpp
#
profile_avg_pool3d_bwd.cpp
#
profile_max_pool3d_bwd.cpp
#
profile_avg_pool2d_bwd.cpp
#
profile_max_pool2d_bwd.cpp
#
profile_softmax.cpp
#
profile_batchnorm_fwd.cpp
#
profile_batchnorm_bwd.cpp
#
profile_batchnorm_infer.cpp
#
profile_conv_tensor_rearrange.cpp
#
profile_transpose.cpp
#
profile_permute_scale.cpp
)
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx9"
)
if
(
DTYPES MATCHES
"fp32"
OR DTYPES MATCHES
"fp64"
OR NOT DEFINED DTYPES
)
list
(
APPEND PROFILER_SOURCES profile_contraction_bilinear.cpp
)
list
(
APPEND PROFILER_SOURCES profile_contraction_scale.cpp
)
endif
()
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
list
(
APPEND PROFILER_SOURCES profile_gemm_reduce.cpp
)
list
(
APPEND PROFILER_SOURCES profile_batched_gemm_gemm.cpp
)
list
(
APPEND PROFILER_SOURCES profile_batched_gemm_add_relu_gemm_add.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_add_fastgelu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_fastgelu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_gemm.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_streamk.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_fastgelu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_relu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_silu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_relu_add_layernorm.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_gemm_fixed_nk.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_gemm_fastgelu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_gemm_tile_loop.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_gemm_multiply_tile_loop.cpp
)
endif
()
list
(
APPEND PROFILER_SOURCES profile_gemm_multiply_add.cpp
)
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx94"
)
# if(DTYPES MATCHES "fp32" OR DTYPES MATCHES "fp64" OR NOT DEFINED DTYPES)
# list(APPEND PROFILER_SOURCES profile_contraction_bilinear.cpp)
# list(APPEND PROFILER_SOURCES profile_contraction_scale.cpp)
# endif()
# if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
# list(APPEND PROFILER_SOURCES profile_gemm_reduce.cpp)
# list(APPEND PROFILER_SOURCES profile_batched_gemm_gemm.cpp)
# list(APPEND PROFILER_SOURCES profile_batched_gemm_add_relu_gemm_add.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_add_fastgelu.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_fastgelu.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_streamk.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_fastgelu.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_relu.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_silu.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_relu_add_layernorm.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm_fixed_nk.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm_two_stage.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm_fastgelu.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm_tile_loop.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_gemm_multiply_tile_loop.cpp)
# endif()
# list(APPEND PROFILER_SOURCES profile_gemm_multiply_add.cpp)
# if(SUPPORTED_GPU_TARGETS MATCHES "gfx94")
list
(
APPEND PROFILER_SOURCES profile_gemm_multiply_multiply.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_ab_scale.cpp
)
endif
()
list
(
APPEND PROFILER_SOURCES profile_batched_gemm.cpp
)
list
(
APPEND PROFILER_SOURCES profile_batched_gemm_reduce.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_add_multiply.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_bias_add_reduce.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_splitk.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_universal.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_universal_batched.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_universal_reduce.cpp
)
list
(
APPEND PROFILER_SOURCES profile_gemm_universal_streamk.cpp
)
list
(
APPEND PROFILER_SOURCES profile_conv_fwd_bias_relu.cpp
)
list
(
APPEND PROFILER_SOURCES profile_conv_fwd_bias_relu_add.cpp
)
list
(
APPEND PROFILER_SOURCES profile_conv_bwd_data.cpp
)
list
(
APPEND PROFILER_SOURCES profile_conv_fwd.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_conv_fwd_outelementop.cpp
)
# list(APPEND PROFILER_SOURCES profile_gemm_ab_scale.cpp)
# endif()
# list(APPEND PROFILER_SOURCES profile_batched_gemm.cpp)
# list(APPEND PROFILER_SOURCES profile_batched_gemm_reduce.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_add_multiply.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_bias_add_reduce.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_splitk.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_universal.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_universal_reduce.cpp)
# list(APPEND PROFILER_SOURCES profile_gemm_universal_streamk.cpp)
# list(APPEND PROFILER_SOURCES profile_conv_fwd_bias_relu.cpp)
# list(APPEND PROFILER_SOURCES profile_conv_fwd_bias_relu_add.cpp)
# list(APPEND PROFILER_SOURCES profile_conv_bwd_data.cpp)
# list(APPEND PROFILER_SOURCES profile_conv_fwd.cpp)
# list(APPEND PROFILER_SOURCES profile_grouped_conv_fwd_outelementop.cpp)
endif
()
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx11"
OR SUPPORTED_GPU_TARGETS MATCHES
"gfx12"
OR SUPPORTED_GPU_TARGETS MATCHES
"gfx9"
)
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
list
(
APPEND PROFILER_SOURCES profile_gemm_bilinear.cpp
)
endif
()
list
(
APPEND PROFILER_SOURCES profile_grouped_conv_fwd.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_conv_bwd_data.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_conv_bwd_weight.cpp
)
endif
()
#
if(SUPPORTED_GPU_TARGETS MATCHES "gfx11" OR SUPPORTED_GPU_TARGETS MATCHES "gfx12" OR SUPPORTED_GPU_TARGETS MATCHES "gfx9")
#
if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
#
list(APPEND PROFILER_SOURCES profile_gemm_bilinear.cpp)
#
endif()
#
list(APPEND PROFILER_SOURCES profile_grouped_conv_fwd.cpp)
#
list(APPEND PROFILER_SOURCES profile_grouped_conv_bwd_data.cpp)
#
list(APPEND PROFILER_SOURCES profile_grouped_conv_bwd_weight.cpp)
#
endif()
if
(
DL_KERNELS
)
list
(
APPEND PROFILER_SOURCES profile_batched_gemm_multi_d.cpp
)
list
(
APPEND PROFILER_SOURCES profile_grouped_conv_bwd_weight.cpp
)
endif
()
#
if(DL_KERNELS)
#
list(APPEND PROFILER_SOURCES profile_batched_gemm_multi_d.cpp)
#
list(APPEND PROFILER_SOURCES profile_grouped_conv_bwd_weight.cpp)
#
endif()
set
(
PROFILER_EXECUTABLE ckProfiler
)
...
...
@@ -94,88 +94,87 @@ if(NOT WIN32 AND ${hip_VERSION_FLAT} GREATER 600241132)
endif
()
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE utility getopt::getopt
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_normalization_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_normalization_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_normalization_bwd_gamma_beta_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_softmax_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_reduce_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batchnorm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_pool2d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_pool3d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_avg_pool2d_bwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_avg_pool3d_bwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_max_pool_bwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_image_to_column_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_column_to_image_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_transpose_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_permute_scale_instance
)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_normalization_fwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_normalization_bwd_data_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_normalization_bwd_gamma_beta_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_softmax_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_reduce_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batchnorm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_pool2d_fwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_pool3d_fwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_avg_pool2d_bwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_avg_pool3d_bwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_max_pool_bwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_image_to_column_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_column_to_image_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_transpose_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_permute_scale_instance)
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx9"
)
if
(
DTYPES MATCHES
"fp32"
OR DTYPES MATCHES
"fp64"
OR NOT DEFINED DTYPES
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_contraction_bilinear_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_contraction_scale_instance
)
endif
()
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_add_fastgelu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_fastgelu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batched_gemm_gemm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batched_gemm_add_relu_gemm_add_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_gemm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_streamk_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_fastgelu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_relu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_silu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_relu_add_layernorm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_gemm_fixed_nk_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_gemm_fastgelu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_gemm_tile_loop_instance
)
endif
()
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batched_gemm_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batched_gemm_reduce_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_multiply_add_instance
)
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx94"
)
#
if(DTYPES MATCHES "fp32" OR DTYPES MATCHES "fp64" OR NOT DEFINED DTYPES)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_contraction_bilinear_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_contraction_scale_instance)
#
endif()
#
if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_add_fastgelu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_fastgelu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batched_gemm_gemm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batched_gemm_add_relu_gemm_add_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_gemm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_streamk_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_fastgelu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_relu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_silu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_relu_add_layernorm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_gemm_fixed_nk_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_gemm_fastgelu_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_gemm_tile_loop_instance)
#
endif()
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batched_gemm_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batched_gemm_reduce_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_multiply_add_instance)
#
if(SUPPORTED_GPU_TARGETS MATCHES "gfx94")
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_multiply_multiply_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_ab_scale_instance
)
endif
()
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_splitk_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_universal_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_universal_batched_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_universal_reduce_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_universal_streamk_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_add_multiply_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_reduce_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_bias_add_reduce_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv2d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv2d_fwd_bias_relu_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv2d_fwd_bias_relu_add_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv1d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv1d_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv3d_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_conv2d_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv1d_bwd_weight_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv2d_bwd_weight_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_fwd_convscale_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_fwd_convinvscale_instance
)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_ab_scale_instance)
# endif()
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_splitk_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_universal_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_universal_reduce_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_universal_streamk_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_add_multiply_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_reduce_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_bias_add_reduce_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv2d_fwd_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv2d_fwd_bias_relu_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv2d_fwd_bias_relu_add_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv1d_fwd_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv1d_bwd_data_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv3d_bwd_data_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_conv2d_bwd_data_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv1d_bwd_weight_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv2d_bwd_weight_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_fwd_convscale_instance)
# target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_fwd_convinvscale_instance)
endif
()
if
(
SUPPORTED_GPU_TARGETS MATCHES
"gfx9"
OR SUPPORTED_GPU_TARGETS MATCHES
"gfx11"
OR SUPPORTED_GPU_TARGETS MATCHES
"gfx12"
)
if
(
DTYPES MATCHES
"fp16"
OR NOT DEFINED DTYPES
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_gemm_bilinear_instance
)
endif
()
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv2d_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_bwd_data_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv2d_fwd_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_bwd_weight_instance
)
endif
()
#
if(SUPPORTED_GPU_TARGETS MATCHES "gfx9" OR SUPPORTED_GPU_TARGETS MATCHES "gfx11" OR SUPPORTED_GPU_TARGETS MATCHES "gfx12")
#
if(DTYPES MATCHES "fp16" OR NOT DEFINED DTYPES)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_gemm_bilinear_instance)
#
endif()
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_fwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv2d_bwd_data_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_bwd_data_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv2d_fwd_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_bwd_weight_instance)
#
endif()
if
(
DL_KERNELS
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_batched_gemm_multi_d_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv1d_bwd_weight_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv2d_bwd_weight_instance
)
target_link_libraries
(
${
PROFILER_EXECUTABLE
}
PRIVATE device_grouped_conv3d_bwd_weight_instance
)
endif
()
#
if(DL_KERNELS)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_batched_gemm_multi_d_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv1d_bwd_weight_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv2d_bwd_weight_instance)
#
target_link_libraries(${PROFILER_EXECUTABLE} PRIVATE device_grouped_conv3d_bwd_weight_instance)
#
endif()
rocm_install
(
TARGETS
${
PROFILER_EXECUTABLE
}
COMPONENT profiler
)
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