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gaoqiong
composable_kernel_ROCM
Commits
e493ab00
Commit
e493ab00
authored
Dec 23, 2024
by
coderfeli
Browse files
add one
parent
50769720
Changes
2
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+50
-48
example/65_gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
...gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
+3
-1
library/src/tensor_operation_instance/gpu/gemm_multiply_multiply/device_gemm_multiply_multiply_xdl_f8_f8_bf16/device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn.hpp
...device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn.hpp
+47
-47
No files found.
example/65_gemm_multiply_multiply/gemm_multiply_multiply_xdl_fp8.cpp
View file @
e493ab00
...
@@ -83,7 +83,9 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceGemmMultiD_Xdl_CShu
...
@@ -83,7 +83,9 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceGemmMultiD_Xdl_CShu
// kernel 1: 256->32x128x128
// 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, 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>;
// kernel 2: 128->32x128x128
// 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
<
2
,
2
,
1
>
,
ck
::
BlockGemmPipelineScheduler
::
Interwave
,
ck
::
BlockGemmPipelineVersion
::
v1
,
FP8
>
;
// < 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>;
<
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
::
Intrawave
,
ck
::
BlockGemmPipelineVersion
::
v3
,
FP8
>
;
// clang-format on
// clang-format on
...
...
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 @
e493ab00
...
@@ -73,25 +73,25 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_instances_part2
...
@@ -73,25 +73,25 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_comp_instances_part2
#if defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
#if defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
// Compute friendly
// Compute friendly
//
DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 64, 256, 128, 16, 16, 32, 32, 1, 4, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, S<8, 8, 1>, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
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
,
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
,
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
,
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
,
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
,
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
,
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
,
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
<
2
,
2
,
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
<
2
,
2
,
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
<
2
,
2
,
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
<
2
,
2
,
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
<
2
,
2
,
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
<
2
,
2
,
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
<
2
,
2
,
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<
2
,
2
, 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<
2
,
2
, 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<
2
,
2
, 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
<
2
,
2
,
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
>
#endif
#endif
// clang-format on
// clang-format on
>
;
>
;
...
@@ -181,37 +181,37 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_mem_instances = std:
...
@@ -181,37 +181,37 @@ using device_gemm_multiply_multiply_xdl_f8_f8_bf16_mk_nk_mn_mem_instances = std:
#if defined(__gfx94__) || defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
#if defined(__gfx94__) || defined(CK_USE_GFX94) || defined(CK_USE_FP8_ON_UNSUPPORTED_ARCH)
// Latency friendly
// Latency friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 64, 16, 16, 128, 16, 16, 16, 16, 1, 1, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 128, 16, 32, 128, 16, 16, 16, 16, 1, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 64, 16, 256, 16, 16, 16, 16, 1, 1, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 64, 1, 4>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 64, 16, 16, 256, 16, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 128, 16, 32, 256, 16, 16, 16, 16, 1, 1, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 16, 64, 256, 16, 16, 16, 16, 1, 1, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 16>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
64
,
256
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// Memory friendly
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
32
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
128
,
16
,
128
,
16
,
8
,
16
,
16
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
64
,
32
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
64
,
16
,
128
,
16
,
16
,
16
,
16
,
2
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
64
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
64
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
128
,
128
,
8
,
16
,
16
,
16
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
2
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
64
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
64
,
16
,
16
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
2
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
2
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
16
,
32
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
4
,
4
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
16
,
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
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
// custom
// 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
,
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
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 32, 128, 256, 16, 16, 32, 32, 1, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, S<8, 8, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 32, 128, 256, 16, 16, 32, 32, 1, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, S<8, 8, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v1, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
2
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v1
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
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
<
2
,
2
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
256
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
S
<
8
,
8
,
1
>
,
BlockGemmPipelineScheduler
::
Intrawave
,
BlockGemmPipelineVersion
::
v3
,
F8
>
// Memory friendly
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 128, 32, 128, 16, 16, 32, 32, 1, 1, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 32, 1, 8>, S<4, 4, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 128, 16, 128, 16, 8, 16, 16, 2, 1, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, 1, 1, S<1, 64, 1, 4>, S<4, 4, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 128, 64, 32, 128, 16, 16, 32, 32, 1, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<4, 4, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 128, 64, 16, 128, 16, 16, 16, 16, 2, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
128
,
32
,
16
,
128
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 64, 16, 16, 128, 16, 16, 16, 16, 1, 1, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, S<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, 16, 32, 128, 16, 16, 16, 16, 1, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 16, 64, 128, 8, 16, 16, 16, 1, 1, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 16>, S<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
,
64
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 16, 128, 128, 8, 16, 16, 16, 1, 2, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 2, S<1, 16, 1, 16>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
32
,
128
,
128
,
16
,
16
,
32
,
32
,
1
,
1
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
S
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
,
// DeviceGemmMultiD_Xdl_CShuffle_V3< Row, Col, Tuple<Row, Col>, Row, F8, F8, Tuple<F32, F32>, BF16, F32, F32, PassThrough, PassThrough, MultiplyMultiply, GemmSpec, 256, 64, 16, 512, 16, 16, 16, 16, 1, 1, S<32, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<32, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 64, 1, 4>, S<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
,
512
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
S
<
32
,
4
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
S
<
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, 512, 16, 16, 16, 16, 1, 1, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, S<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, 16, 32, 512, 16, 16, 16, 16, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<2, 2, 1>, BlkGemmPipeSched, BlockGemmPipelineVersion::v2, F8>,
DeviceGemmMultiD_Xdl_CShuffle_V3
<
Row
,
Col
,
Tuple
<
Row
,
Col
>
,
Row
,
F8
,
F8
,
Tuple
<
F32
,
F32
>
,
BF16
,
F32
,
F32
,
PassThrough
,
PassThrough
,
MultiplyMultiply
,
GemmSpec
,
256
,
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
<
2
,
2
,
1
>
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v2
,
F8
>
// clang-format on
// clang-format on
#endif
#endif
>
;
>
;
...
...
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