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gaoqiong
composable_kernel_ROCM
Commits
9eb75a08
Commit
9eb75a08
authored
Dec 06, 2024
by
root
Browse files
Add ckProfiler gemm instances for new mfma instructions and fix ckProfiler build on MI350
parent
30da2e24
Changes
62
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20 changed files
with
152 additions
and
2 deletions
+152
-2
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_kn_mn_interwave_pipeline_v1_instance.cpp
...l_f16_f16_f16/km_kn_mn_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
...f16/km_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_nk_mn_interwave_pipeline_v1_instance.cpp
...l_f16_f16_f16/km_nk_mn_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
...f16/km_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_interwave_pipeline_v1_instance.cpp
...l_f16_f16_f16/mk_kn_mn_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
...f16/mk_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_nk_mn_interwave_pipeline_v1_instance.cpp
...l_f16_f16_f16/mk_nk_mn_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
...f16/mk_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
+3
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instance.cpp
...c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instance.cpp
...c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
...c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
...c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
...lu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
...lu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instance.cpp
...lu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance.cpp
...lu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance.cpp
+12
-0
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instance.cpp
...d_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instance.cpp
+8
-0
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instance.cpp
...d_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instance.cpp
+8
-1
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instance.cpp
...d_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instance.cpp
+8
-1
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instance.cpp
...d_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instance.cpp
+8
-0
No files found.
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_kn_mn_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -18,6 +18,8 @@ using Instances =
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
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PassThrough
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128
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8
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4
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8
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4
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64
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1
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0
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2
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1
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,
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0
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8
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7
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Interwave
,
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v1
>
,
DeviceGemmXdl
<
F16
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F32
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Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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,
256
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128
,
256
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4
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8
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32
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32
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2
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4
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64
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2
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2
,
8
,
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,
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4
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64
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>
,
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0
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2
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S
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0
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2
,
1
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,
1
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4
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8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
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4
,
32
,
1
>
,
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0
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2
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1
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,
S
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0
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2
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8
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32
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0
,
2
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>
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2
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1
>
,
1
,
4
,
8
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true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
...
...
@@ -26,6 +28,7 @@ using Instances =
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
64
,
128
,
4
,
8
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32
,
32
,
2
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2
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S
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4
,
32
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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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1
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2
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8
,
true
,
S
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4
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32
,
1
>
,
S
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0
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2
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1
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,
S
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0
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2
,
1
>
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1
,
4
,
8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
128
,
64
,
4
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8
,
32
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32
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4
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64
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8
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4
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64
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,
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0
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2
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S
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0
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2
,
1
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,
1
,
1
,
8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
64
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128
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4
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8
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32
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32
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4
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1
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2
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8
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true
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7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -17,7 +17,10 @@ using Instances = std::tuple<
//###########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//###########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//###########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
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GemmMNPadding
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64
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,
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16
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4
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16
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LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_nk_mn_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -18,6 +18,8 @@ using Instances =
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
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GemmDefault
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256
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256
,
128
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LoopScheduler
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Interwave
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v1
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...
...
@@ -26,6 +28,7 @@ using Instances =
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S
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4
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64
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1
>
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S
<
1
,
0
,
2
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S
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0
,
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>
,
2
,
8
,
8
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true
,
7
,
1
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,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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,
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,
128
,
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8
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32
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8
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8
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true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/km_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -17,7 +17,10 @@ using Instances = std::tuple<
//###########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//###########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//###########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmMNPadding
,
64
,
16
,
16
,
4
,
8
,
16
,
16
,
1
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<
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1
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true
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4
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16
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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
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1
,
8
,
true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -18,6 +18,8 @@ using Instances =
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
256
,
256
,
128
,
4
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8
,
32
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32
,
4
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4
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64
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0
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0
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64
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1
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0
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2
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S
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2
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1
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2
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8
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true
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7
,
1
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1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
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F32
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Row
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Row
,
Row
,
PassThrough
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PassThrough
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PassThrough
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,
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1
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4
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8
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true
,
7
,
1
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1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmDefault
,
128
,
128
,
128
,
4
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8
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32
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32
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4
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4
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1
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0
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true
,
7
,
1
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1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
...
...
@@ -35,6 +37,7 @@ using Instances =
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
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PassThrough
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PassThrough
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LoopScheduler
::
Interwave
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PipelineVersion
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v1
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DeviceGemmXdl
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F16
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Row
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PassThrough
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LoopScheduler
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Interwave
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PipelineVersion
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v1
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DeviceGemmXdl
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F16
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Row
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Row
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PassThrough
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LoopScheduler
::
Interwave
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PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_kn_mn_irregular_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -17,7 +17,10 @@ using Instances = std::tuple<
//###########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//###########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//###########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
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PassThrough
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64
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16
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16
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16
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,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_nk_mn_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -17,6 +17,8 @@ using Instances = std::tuple<
//###########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//###########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//###########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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,
256
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Interwave
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v1
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v1
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...
...
@@ -30,6 +32,7 @@ using Instances = std::tuple<
DeviceGemmXdl
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Interwave
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PipelineVersion
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v1
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Interwave
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v1
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LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16/mk_nk_mn_irregular_interwave_pipeline_v1_instance.cpp
View file @
9eb75a08
...
...
@@ -17,9 +17,12 @@ using Instances = std::tuple<
//###########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar| | | |
//###########| | | | | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector| | | |
//###########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmXdl
<
F16
,
F16
,
F16
,
F32
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Row
,
Col
,
Row
,
PassThrough
,
PassThrough
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PassThrough
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1
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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
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8
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8
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true
,
7
,
1
,
1
,
LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
,
F16
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F32
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Row
,
Col
,
Row
,
PassThrough
,
PassThrough
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PassThrough
,
GemmMNPadding
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256
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144
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16
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2
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true
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7
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1
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1
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LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
,
DeviceGemmXdl
<
F16
,
F16
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F16
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F32
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Row
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Col
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Row
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PassThrough
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PassThrough
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LoopScheduler
::
Interwave
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
#endif
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -44,7 +44,11 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
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Row_Row_Tuple
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Row
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F16
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F16
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F32
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F32
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,
F16
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmMNKPadding
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1
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128
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32
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1
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16
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1
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8
>
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8
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LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
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F16
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F32
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F32
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F16_F16_Tuple
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F16
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PassThrough
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GemmMNKPadding
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1
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1
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1
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16
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1
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8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn_mn_instances
=
...
...
@@ -55,6 +59,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
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F16_F16_Tuple
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F16
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PassThrough
,
PassThrough
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AddAddFastGelu
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GemmDefault
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1
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128
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1
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32
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1
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8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
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F32
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F32
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PassThrough
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PassThrough
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,
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8
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LoopScheduler
::
Default
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PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
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Col
,
Row
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Row_Row_Tuple
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Row
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F16
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F16
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PassThrough
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8
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LoopScheduler
::
Default
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PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
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F16
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F32
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F32
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F16_F16_Tuple
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F16
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PassThrough
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PassThrough
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AddAddFastGelu
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GemmDefault
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LoopScheduler
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Default
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PipelineVersion
::
v1
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,
...
...
@@ -111,6 +118,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
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,
64
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128
,
32
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1
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1
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1
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32
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1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
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64
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128
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32
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8
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,
8
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LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -123,6 +131,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
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1
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1
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<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
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8
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16
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16
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1
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1
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>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -134,6 +145,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_kn_mn_mn
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
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16
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1
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2
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16
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0
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2
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0
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2
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1
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,
1
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1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -44,7 +44,11 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
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4
,
32
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1
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0
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2
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1
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1
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4
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32
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1
>
,
S
<
1
,
0
,
2
>
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S
<
1
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0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
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2
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4
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32
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0
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0
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0
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,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn_mn_instances
=
...
...
@@ -55,6 +59,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
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4
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1
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4
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,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
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64
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1
>
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S
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0
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2
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2
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1
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4
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2
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4
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64
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,
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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
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
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2
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1
>
,
S
<
0
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2
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1
>
,
1
,
4
,
8
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1
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4
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64
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1
>
,
S
<
1
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0
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2
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,
S
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1
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0
,
2
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,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
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2
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1
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,
S
<
0
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2
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1
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,
1
,
4
,
2
,
0
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4
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64
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1
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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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8
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8
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1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -111,6 +118,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
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4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -123,6 +131,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
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0
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2
,
1
>
,
1
,
1
,
8
,
1
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<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -134,6 +145,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_km_nk_mn_mn
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -44,7 +44,11 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
64
,
16
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn_mn_instances
=
...
...
@@ -55,6 +59,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
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,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
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4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
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S
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1
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0
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,
2
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8
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8
,
1
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8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
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0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
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4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
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<
4
,
64
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1
>
,
S
<
0
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2
,
1
>
,
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0
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2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -111,6 +118,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -123,6 +131,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -134,6 +145,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_kn_mn_mn
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_add_fastgelu/device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -44,7 +44,11 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif
// clang-format on
>
;
using
device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn_mn_instances
=
...
...
@@ -55,6 +59,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
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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8
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8
,
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4
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64
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1
>
,
S
<
1
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0
,
2
>
,
S
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1
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0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -102,6 +109,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -114,6 +122,9 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -125,6 +136,7 @@ using device_gemm_add_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_f16_mk_nk_mn_mn
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddAddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -29,7 +29,11 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_generic
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
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2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instances
=
std
::
tuple
<
...
...
@@ -39,6 +43,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instanc
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
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<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
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0
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2
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2
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1
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4
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8
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64
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0
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2
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1
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2
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8
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1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
2
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
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2
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0
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2
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1
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4
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2
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4
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64
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1
>
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S
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0
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2
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1
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,
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0
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2
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1
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,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -95,6 +102,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instanc
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -107,6 +115,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_irregul
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
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S
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,
2
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1
,
1
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8
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4
,
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,
1
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S
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0
,
2
,
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S
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0
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2
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1
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,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
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2
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S
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0
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2
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1
,
1
,
8
,
1
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S
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4
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16
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1
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S
<
0
,
2
,
1
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,
S
<
0
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2
,
1
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,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -118,6 +129,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_irregul
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
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S
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0
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2
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1
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S
<
0
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2
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1
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1
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1
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8
,
1
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4
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16
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1
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<
0
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2
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1
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,
S
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0
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2
,
1
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,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -29,7 +29,11 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_generic
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
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16
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1
>
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0
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2
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8
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S
<
1
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0
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1
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0
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2
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,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
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2
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1
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S
<
0
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2
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1
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1
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1
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8
,
1
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S
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4
,
16
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1
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S
<
1
,
0
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2
>
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S
<
1
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0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instances
=
std
::
tuple
<
...
...
@@ -39,6 +43,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instanc
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
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2
,
S
<
4
,
64
,
1
>
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0
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2
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0
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2
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8
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64
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<
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0
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8
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8
,
1
,
1
,
1
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S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
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,
256
,
128
,
32
,
2
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8
,
32
,
32
,
4
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2
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S
<
4
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64
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1
>
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0
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2
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0
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2
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1
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64
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1
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0
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0
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2
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,
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8
,
8
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1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
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PassThrough
,
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1
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32
,
1
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8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
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1
>
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S
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0
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2
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2
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2
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64
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0
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2
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8
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1
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1
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<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -95,6 +102,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_instanc
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
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2
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1
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,
S
<
0
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2
,
1
>
,
1
,
4
,
2
,
0
,
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4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -107,6 +115,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_irregul
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
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2
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,
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<
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,
0
,
2
>
,
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0
,
2
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,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -118,6 +129,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_km_nk_mn_mn_irregul
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Col
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -29,7 +29,11 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_generic
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
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4
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1
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1
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2
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8
,
1
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4
,
16
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1
>
,
S
<
0
,
2
,
1
>
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S
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2
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1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
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32
,
8
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8
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16
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1
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1
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4
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1
,
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8
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1
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1
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1
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<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instances
=
std
::
tuple
<
...
...
@@ -39,6 +43,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instanc
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
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2
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1
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,
1
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<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
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4
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S
<
4
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64
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1
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1
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<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
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32
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4
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2
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S
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4
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64
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1
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,
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1
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1
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8
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2
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1
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2
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8
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1
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1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
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2
>
,
S
<
1
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0
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2
>
,
2
,
8
,
8
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1
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64
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2
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1
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1
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32
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1
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8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -95,6 +102,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_instanc
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
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
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8
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8
,
1
,
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8
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32
,
1
>
,
S
<
0
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2
,
1
>
,
S
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0
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2
,
1
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,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
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4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
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2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -107,6 +115,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_irregul
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
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0
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2
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S
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1
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0
,
2
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2
,
1
,
8
,
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4
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16
,
1
>
,
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<
0
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2
,
1
>
,
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0
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2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -118,6 +129,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_kn_mn_mn_irregul
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Row
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
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4
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16
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1
>
,
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<
0
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2
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1
>
,
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2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_fastgelu/device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -29,7 +29,11 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_generic
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
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<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
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1
,
8
,
1
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<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
using
device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instances
=
std
::
tuple
<
...
...
@@ -39,6 +43,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instanc
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
128
,
64
,
16
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
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,
2
,
8
,
8
,
1
,
S
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4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
,
...
...
@@ -86,6 +93,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instanc
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -98,6 +106,9 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_irregul
//##############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//##############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// pipeline v1, 1 wave
#if defined(CK_USE_AMD_MFMA_GFX950)
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
64
,
16
,
16
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#else
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
// pipeline v1, 2 waves
...
...
@@ -109,6 +120,7 @@ using device_gemm_add_fastgelu_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_irregul
,
DeviceGemmMultipleD_Xdl_CShuffle
<
Row
,
Col
,
Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_Tuple
,
F16
,
PassThrough
,
PassThrough
,
AddFastGelu
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -28,8 +28,10 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddReluAdd
=
ck
::
tensor_operation
::
element_wise
::
AddReluAdd
;
#if !defined(CK_USE_AMD_MFMA_GFX950)
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
#endif
// e = elementwise((a * b), d0, d1)
// h = layernorm(e, gamma, beta)
...
...
@@ -42,6 +44,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instan
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
2
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
...
...
@@ -58,6 +62,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_instan
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -69,6 +74,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_irregu
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
// pipeline v1, 1 wave
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
...
...
@@ -81,6 +88,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_kn_mn_mn_mn_irregu
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -28,9 +28,10 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddReluAdd
=
ck
::
tensor_operation
::
element_wise
::
AddReluAdd
;
#if !defined(CK_USE_AMD_MFMA_GFX950)
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
#endif
// e = elementwise((a * b), d0, d1)
// h = layernorm(e, gamma, beta)
// outout: h[m, n]
...
...
@@ -42,6 +43,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instan
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
2
,
8
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
...
...
@@ -58,6 +61,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_instan
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -69,6 +73,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_irregu
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
// pipeline v1, 1 wave
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
...
...
@@ -81,6 +87,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_km_nk_mn_mn_mn_irregu
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Col
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -28,9 +28,10 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddReluAdd
=
ck
::
tensor_operation
::
element_wise
::
AddReluAdd
;
#if !defined(CK_USE_AMD_MFMA_GFX950)
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
#endif
// e = elementwise((a * b), d0, d1)
// h = layernorm(e, gamma, beta)
// outout: h[m, n]
...
...
@@ -42,6 +43,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instan
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
2
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
...
...
@@ -58,6 +61,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_instan
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
0
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -69,6 +73,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_irregu
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
// pipeline v1, 1 wave
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
...
...
@@ -81,6 +87,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_kn_mn_mn_mn_irregu
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Row
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
library/src/tensor_operation_instance/gpu/gemm_add_relu_add_layernorm/device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instance.cpp
View file @
9eb75a08
...
...
@@ -28,8 +28,10 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
AddReluAdd
=
ck
::
tensor_operation
::
element_wise
::
AddReluAdd
;
#if !defined(CK_USE_AMD_MFMA_GFX950)
static
constexpr
auto
GemmDefault
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
Default
;
static
constexpr
auto
GemmMNKPadding
=
ck
::
tensor_operation
::
device
::
GemmSpecialization
::
MNKPadding
;
#endif
// e = elementwise((a * b), d0, d1)
// h = layernorm(e, gamma, beta)
...
...
@@ -42,6 +44,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instan
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
32
,
8
>
,
8
,
S
<
32
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
16
,
8
>
,
8
,
S
<
16
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
...
...
@@ -55,6 +59,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_instan
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
16
,
8
>
,
8
,
S
<
16
,
8
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
8
,
S
<
16
,
4
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmDefault
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
8
,
S
<
16
,
4
>
,
1
,
GemmLoopScheduler
,
GemmPipeline
>
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
@@ -66,6 +71,8 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_irregu
//#######################################| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| Type| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| ThreadClusterLengths| ScalarPerVector| ThreadClusterLengths| ThreadSliceSize| | |
//#######################################| | | | | | | | | | | | | | Operation| Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _M_N| _NWaveNPerXdl| _M_N| _M| | |
//#######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if defined(CK_USE_AMD_MFMA_GFX950)
#else
// pipeline v1, 1 wave
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v1
>
#if CK_EXPERIMENTAL_INTER_WAVE_INSTANCES
...
...
@@ -78,6 +85,7 @@ using device_gemm_add_relu_add_xdl_c_shuffle_layernorm_f16_mk_nk_mn_mn_mn_irregu
,
DeviceGemmMultipleDLayernorm_Xdl_CShuffle
<
Row
,
Col
,
Row_Row_Tuple
,
Row
,
F16
,
F16
,
F32
,
F32
,
F16_F16_Tuple
,
F16
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
AddReluAdd
,
PassThrough
,
GemmMNKPadding
,
1
,
64
,
16
,
16
,
32
,
8
,
8
,
16
,
16
,
1
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
16
,
4
>
,
1
,
S
<
16
,
4
>
,
1
,
LoopScheduler
::
Default
,
PipelineVersion
::
v2
>
#endif
#endif // defined(CK_USE_AMD_MFMA_GFX950)
// clang-format on
>
;
...
...
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