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gaoqiong
composable_kernel
Commits
12ab1bcc
Commit
12ab1bcc
authored
Sep 12, 2023
by
guangzlu
Browse files
added instances
parent
1a84e0da
Changes
8
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8 changed files
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98 additions
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85 deletions
+98
-85
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v1_bf16_bf16_instance.cpp
...ice_batched_mha_bwd_qloop_light_v1_bf16_bf16_instance.cpp
+6
-8
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v1_f16_f16_instance.cpp
...evice_batched_mha_bwd_qloop_light_v1_f16_f16_instance.cpp
+6
-8
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v2_bf16_bf16_instance.cpp
...ice_batched_mha_bwd_qloop_light_v2_bf16_bf16_instance.cpp
+18
-17
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v2_f16_f16_instance.cpp
...evice_batched_mha_bwd_qloop_light_v2_f16_f16_instance.cpp
+20
-19
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v1_bf16_bf16_instance.cpp
...te/device_batched_mha_bwd_qloop_v1_bf16_bf16_instance.cpp
+7
-9
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v1_f16_f16_instance.cpp
...mute/device_batched_mha_bwd_qloop_v1_f16_f16_instance.cpp
+7
-8
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v2_bf16_bf16_instance.cpp
...te/device_batched_mha_bwd_qloop_v2_bf16_bf16_instance.cpp
+17
-8
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v2_f16_f16_instance.cpp
...mute/device_batched_mha_bwd_qloop_v2_f16_f16_instance.cpp
+17
-8
No files found.
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v1_bf16_bf16_instance.cpp
View file @
12ab1bcc
...
@@ -61,14 +61,12 @@ template <index_t NumDimG,
...
@@ -61,14 +61,12 @@ template <index_t NumDimG,
MaskingSpecialization
MaskingSpec
>
MaskingSpecialization
MaskingSpec
>
using
device_batched_mha_bwd_qloop_light_v1_bf16_bf16_instances
=
std
::
tuple
<
using
device_batched_mha_bwd_qloop_light_v1_bf16_bf16_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ##############################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| DDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| Gemm2| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2|YDotYGrad| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| D0BlockTransfer| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ##############################################################################################| | | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| KPer| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcScalar| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ##############################################################################################| | | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Block| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | |
// ##############################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | | | |
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
32
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
32
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
64
,
64
,
32
,
32
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
2
,
1
,
64
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 32, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>
// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v1_f16_f16_instance.cpp
View file @
12ab1bcc
...
@@ -61,14 +61,12 @@ template <index_t NumDimG,
...
@@ -61,14 +61,12 @@ template <index_t NumDimG,
MaskingSpecialization
MaskingSpec
>
MaskingSpecialization
MaskingSpec
>
using
device_batched_mha_bwd_qloop_light_v1_f16_f16_instances
=
std
::
tuple
<
using
device_batched_mha_bwd_qloop_light_v1_f16_f16_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ##############################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| DDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| Gemm2| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2|YDotYGrad| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| D0BlockTransfer| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ##############################################################################################| | | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| KPer| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcScalar| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ##############################################################################################| | | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Block| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | |
// ##############################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | | | |
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
32
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
32
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_Light_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
DDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
64
,
64
,
32
,
32
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
2
,
1
,
64
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 32, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>
// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v2_bf16_bf16_instance.cpp
View file @
12ab1bcc
This diff is collapsed.
Click to expand it.
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_light_v2_f16_f16_instance.cpp
View file @
12ab1bcc
This diff is collapsed.
Click to expand it.
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v1_bf16_bf16_instance.cpp
View file @
12ab1bcc
...
@@ -60,15 +60,13 @@ template <index_t NumDimG,
...
@@ -60,15 +60,13 @@ template <index_t NumDimG,
MaskingSpecialization
MaskingSpec
>
MaskingSpecialization
MaskingSpec
>
using
device_batched_mha_bwd_qloop_v1_bf16_bf16_instances
=
std
::
tuple
<
using
device_batched_mha_bwd_qloop_v1_bf16_bf16_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| Gemm2| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| D0BlockTransfer| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcScalar| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | | |
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
64
,
128
,
64
,
64
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
64
,
64
,
32
,
32
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 32, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, BF16, BF16, BF16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>
// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v1_f16_f16_instance.cpp
View file @
12ab1bcc
...
@@ -60,14 +60,13 @@ template <index_t NumDimG,
...
@@ -60,14 +60,13 @@ template <index_t NumDimG,
MaskingSpecialization
MaskingSpec
>
MaskingSpecialization
MaskingSpec
>
using
device_batched_mha_bwd_qloop_v1_f16_f16_instances
=
std
::
tuple
<
using
device_batched_mha_bwd_qloop_v1_f16_f16_instances
=
std
::
tuple
<
// clang-format off
// clang-format off
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| NumDimG| NumDimM| NumDimN| NumDimK| NumDimO| InputDataType| OutputDataType| GemmDataType| ZDataType| LSEDataType| Acc0BiasDataType| Acc1BiasDataType| GemmAcc| CShuffle| A| B| Acc| B1| C| GEMM| ATensorSpec| B0TensorSpec| B1TensorSpec| CTensorSpec| NumGemmK| Block| Gemm01| Gemm0| Gemm0| Gemm1| Gemm1| Gemm2| AK1| BK1| B1K1| MPer| NPer| Gemm0| Gemm0| Gemm1| Gemm2| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockTransfer| B0BlockLds| D0BlockTransfer| CShuffle| CShuffle| CBlockTransferClusterLengths| CShuffleBlockTransferScalarPerVector_NPerBlock| MaskingSpec| Deterministic|
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | DataType| DataType| Elementwise| Elementwise| Elementwise| Elementwise| Elementwise| Specialization| | | | | Prefetch| Size| MPer| NPer| KPer| NPer| KPer| KPer| | | | XDL| XDL| MXdl| NXdl| NXdl| NXdl| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcScalar| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | Operation| Operation| Operation| Operation| Operation| | | | | | Stage| | Block| Block| Block| Block| Block| Block| | | | | | Per| Per| Per| Per| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerVector| PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | |
// ########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Wave| Wave| Wave| Wave| | | | | | | | | | | | | | | | | | | | | |
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
32
,
32
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
1
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
1
,
S
<
1
,
64
,
1
,
4
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, F16, F16, F16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
64
,
128
,
64
,
64
,
32
,
64
,
8
,
8
,
2
,
32
,
32
,
2
,
1
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
,
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, F16, F16, F16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 32, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>,
ck
::
tensor_operation
::
device
::
DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1
<
NumDimG
,
NumDimM
,
NumDimN
,
NumDimK
,
NumDimO
,
InputDataType
,
OutputDataType
,
GemmDataType
,
ZDataType
,
LSEDataType
,
Acc0BiasDataType
,
Acc1BiasDataType
,
AccDataType
,
ShuffleDataType
,
QKVElementOp
,
QKVElementOp
,
Scale
,
QKVElementOp
,
YElementOp
,
GemmSpec
,
TensorSpecQ
,
TensorSpecK
,
TensorSpecV
,
TensorSpecY
,
1
,
256
,
128
,
128
,
64
,
64
,
32
,
32
,
8
,
8
,
2
,
32
,
32
,
4
,
1
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
4
,
1
,
2
,
S
<
1
,
32
,
1
,
8
>
,
CShuffleBlockTransferScalarPerVector_NPerBlock
,
MaskingSpec
,
Deterministic
>
// ck::tensor_operation::device::DeviceBatchedMultiheadAttentionBackward_Qloop_Xdl_CShuffle_V1< NumDimG, NumDimM, NumDimN, NumDimK, NumDimO, F16, F16, F16, unsigned short, F32, Acc0BiasDataType, Acc1BiasDataType, F32, F32, QKVElementOp, QKVElementOp, Scale, QKVElementOp, YElementOp, GemmSpec, TensorSpecQ, TensorSpecK, TensorSpecV, TensorSpecY, 1, 256, 128, 128, 64, 64, 32, 8, 8, 2, 32, 32, 4, 1, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 2, S<1, 32, 1, 8>, CShuffleBlockTransferScalarPerVector_NPerBlock, MaskingSpec, Deterministic>
// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v2_bf16_bf16_instance.cpp
View file @
12ab1bcc
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library/src/tensor_operation_instance/gpu/batched_gemm_softmax_gemm_permute/device_batched_mha_bwd_qloop_v2_f16_f16_instance.cpp
View file @
12ab1bcc
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