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gaoqiong
composable_kernel
Commits
f5e64f10
Commit
f5e64f10
authored
Dec 22, 2021
by
Chao Liu
Browse files
clean up
parent
8767acb2
Changes
8
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Showing
8 changed files
with
274 additions
and
261 deletions
+274
-261
composable_kernel/include/tensor_operation/gridwise_gemm_xdlops_v3r3.hpp
...el/include/tensor_operation/gridwise_gemm_xdlops_v3r3.hpp
+184
-159
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp
...l_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp
+17
-17
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp
...ffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp
+17
-17
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp
...d_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp
+4
-4
device_operation/device_conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk_f16_instance.cpp
..._conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk_f16_instance.cpp
+9
-8
device_operation/include/device_conv2d_fwd_xdl_c_shuffle_bias_activation_add_nhwc_kyxc_nhwk.hpp
..._fwd_xdl_c_shuffle_bias_activation_add_nhwc_kyxc_nhwk.hpp
+33
-33
example/6_conv2d_fwd_xdl_c_shuffle_bias_relu_add/conv2d_fwd_xdl_c_shuffle_bias_relu_add.cpp
..._bias_relu_add/conv2d_fwd_xdl_c_shuffle_bias_relu_add.cpp
+5
-5
example/7_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add/conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add.cpp
...mic_add/conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add.cpp
+5
-18
No files found.
composable_kernel/include/tensor_operation/gridwise_gemm_xdlops_v3r3.hpp
View file @
f5e64f10
This diff is collapsed.
Click to expand it.
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
f5e64f10
...
...
@@ -20,8 +20,8 @@ using AddReluAdd = ck::tensor_operation::element_wise::AddReluAdd;
using
device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instances
=
std
::
tuple
<
// clang-format off
//##############################################################################################| InData| WeiData| OutData| AccData| A| B| C| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//##############################################################################################| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MRepeate| NRepeat
e| _MBlock_M
Repeat
_MWaveMPerXdl| ScalarPerVector|
//##############################################################################################| | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_N
Repeat
_NWaveNPerXdl| _NWaveNPerXdl|
//##############################################################################################| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MXdlPerWave| NXdlPerWav
e| _MBlock_M
XdlPerWave
_MWaveMPerXdl| ScalarPerVector|
//##############################################################################################| | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle|
PerShuffle| _NBlock_N
XdlPerWave
_NWaveNPerXdl| _NWaveNPerXdl|
//##############################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Add_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddReluAdd
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Add_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddReluAdd
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
...
...
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
f5e64f10
...
...
@@ -22,8 +22,8 @@ static constexpr auto InMemoryAtomicAdd = ck::InMemoryDataOperationEnum_t::Atomi
using
device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instances
=
std
::
tuple
<
// clang-format off
//##########################################################################################| InData| WeiData| OutData| AccData| In| Wei| Out| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//##########################################################################################| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MRepeate| NRepeat
e| _MBlock_M
Repeat
_MWaveMPerXdl| ScalarPerVector|
//##########################################################################################| | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_N
Repeat
_NWaveNPerXdl| _NWaveNPerXdl|
//##########################################################################################| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MXdlPerWave| NXdlPerWav
e| _MBlock_M
XdlPerWave
_MWaveMPerXdl| ScalarPerVector|
//##########################################################################################| | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle|
PerShuffle| _NBlock_N
XdlPerWave
_NWaveNPerXdl| _NWaveNPerXdl|
//##########################################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddRelu
,
InMemoryAtomicAdd
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
8
,
1
,
1
,
32
>
,
2
>
,
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddRelu
,
InMemoryAtomicAdd
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
8
,
1
,
1
,
32
>
,
2
>
,
...
...
device_operation/device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
f5e64f10
...
...
@@ -21,10 +21,10 @@ static constexpr auto MemorySet = ck::InMemoryDataOperationEnum_t::Set;
using
device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instances
=
std
::
tuple
<
// clang-format off
//
| InData| WeiData| OutData| AccData| In| Wei| Out| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//
| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//
| | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//
##########################################################################################
| InData| WeiData| OutData| AccData| In| Wei| Out| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//
##########################################################################################
| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//
##########################################################################################
| | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//
##########################################################################################
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddRelu
,
MemorySet
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddRelu
,
MemorySet
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
AddRelu
,
MemorySet
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
...
...
device_operation/device_conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
f5e64f10
...
...
@@ -17,12 +17,13 @@ using S = ck::Sequence<Is...>;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
PassThrough_v2
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
using
device_conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk_f16_instances
=
std
::
tuple
<
using
device_conv2d_fwd_xdl_c_shuffle_nhwc_kyxc_nhwk_f16_instances
=
std
::
tuple
<
// clang-format off
//
| InData| WeiData| OutData| AccData| In| Wei| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//
| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//
| | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//
##########################################################################
| InData| WeiData| OutData| AccData| In| Wei| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
//
##########################################################################
| Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector|
//
##########################################################################
| | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
//
##########################################################################
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
256
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceConv2dFwdXdl_C_Shuffle_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
F16
,
F16
,
F16
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
4
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
...
...
device_operation/include/device_conv2d_fwd_xdl_c_shuffle_bias_activation_add_nhwc_kyxc_nhwk.hpp
View file @
f5e64f10
...
...
@@ -49,9 +49,9 @@ template <
ck
::
index_t
BBlockTransferSrcScalarPerVector
,
ck
::
index_t
BBlockTransferDstScalarPerVector_K1
,
bool
BBlockLdsAddExtraN
,
index_t
CShuffleM
Repeat
PerShuffle
,
index_t
CShuffleN
Repeat
PerShuffle
,
typename
CBlockTransferClusterLengths_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
,
index_t
CShuffleM
XdlPerWave
PerShuffle
,
index_t
CShuffleN
XdlPerWave
PerShuffle
,
typename
CBlockTransferClusterLengths_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
,
index_t
CBlockTransferScalarPerVector_NWaveNPerXdl
>
struct
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Add_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
...
...
@@ -269,9 +269,9 @@ struct
BBlockTransferDstScalarPerVector_K1
,
false
,
// BThreadTransferSrcResetCoordinateAfterRun,
BBlockLdsAddExtraN
,
CShuffleM
Repeat
PerShuffle
,
CShuffleN
Repeat
PerShuffle
,
CBlockTransferClusterLengths_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
,
CShuffleM
XdlPerWave
PerShuffle
,
CShuffleN
XdlPerWave
PerShuffle
,
CBlockTransferClusterLengths_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
,
CBlockTransferScalarPerVector_NWaveNPerXdl
>
;
// Argument
...
...
@@ -307,9 +307,9 @@ struct
c_grid_desc_m_n_
{},
c0_grid_desc_m_n_
{},
c1_grid_desc_m_n_
{},
c_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
{},
c0_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
{},
c1_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
{},
c_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
{},
c0_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
{},
c1_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
{},
block_2_ctile_map_
{},
M01_
{
M01
},
N01_
{
N01
},
...
...
@@ -338,19 +338,19 @@ struct
if
(
GridwiseGemm
::
CheckValidity
(
a_grid_desc_k0_m_k1_
,
b_grid_desc_k0_n_k1_
,
c_grid_desc_m_n_
,
M01_
,
N01_
))
{
c_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
=
c_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
=
GridwiseGemm
::
MakeCGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
(
MakeCGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
(
c_grid_desc_m_n_
);
c0_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
=
c0_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
=
GridwiseGemm
::
MakeCGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
(
MakeCGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
(
c0_grid_desc_m_n_
);
c1_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
=
c1_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
=
GridwiseGemm
::
MakeCGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
(
MakeCGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
(
c1_grid_desc_m_n_
);
block_2_ctile_map_
=
GridwiseGemm
::
MakeBlock2CTileMap
(
c_grid_desc_m_n_
,
M01
,
N01
);
...
...
@@ -369,14 +369,14 @@ struct
C0GridDesc_M_N
c0_grid_desc_m_n_
;
C1GridDesc_M_N
c1_grid_desc_m_n_
;
typename
GridwiseGemm
::
CGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
c_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
;
CGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
c_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
;
typename
GridwiseGemm
::
C0GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
c0_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
;
C0GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
c0_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
;
typename
GridwiseGemm
::
C1GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
c1_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
;
C1GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
c1_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
;
typename
GridwiseGemm
::
Block2CTileMap
block_2_ctile_map_
;
index_t
M01_
;
index_t
N01_
;
...
...
@@ -439,13 +439,13 @@ struct
remove_reference_t
<
DeviceOp
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
typename
GridwiseGemm
::
CGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
CGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
remove_reference_t
<
typename
GridwiseGemm
::
C0GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
C0GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
remove_reference_t
<
typename
GridwiseGemm
::
C1GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
C1GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
InElementwiseOperation
,
WeiElementwiseOperation
,
OutElementwiseOperation
,
...
...
@@ -465,9 +465,9 @@ struct
arg
.
p_c1_grid_
,
arg
.
a_grid_desc_k0_m_k1_
,
arg
.
b_grid_desc_k0_n_k1_
,
arg
.
c_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c0_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c1_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
c0_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
c1_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
in_element_op_
,
arg
.
wei_element_op_
,
arg
.
out_element_op_
,
...
...
@@ -483,13 +483,13 @@ struct
remove_reference_t
<
DeviceOp
::
BGridDesc_K0_N_K1
>
,
remove_reference_t
<
typename
GridwiseGemm
::
CGridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
CGridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
remove_reference_t
<
typename
GridwiseGemm
::
C0GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
C0GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
remove_reference_t
<
typename
GridwiseGemm
::
C1GridDescriptor_MBlock_M
Repeat
_MWaveMPerXdl_NBlock_N
Repeat
_NWaveNPerXdl
>
,
C1GridDescriptor_MBlock_M
XdlPerWave
_MWaveMPerXdl_NBlock_N
XdlPerWave
_NWaveNPerXdl
>
,
InElementwiseOperation
,
WeiElementwiseOperation
,
OutElementwiseOperation
,
...
...
@@ -509,9 +509,9 @@ struct
arg
.
p_c1_grid_
,
arg
.
a_grid_desc_k0_m_k1_
,
arg
.
b_grid_desc_k0_n_k1_
,
arg
.
c_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c0_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c1_grid_desc_mblock_m
repeat
_mwavemperxdl_nblock_n
repeat
_nwavenperxdl_
,
arg
.
c_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
c0_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
c1_grid_desc_mblock_m
xdlperwave
_mwavemperxdl_nblock_n
xdlperwave
_nwavenperxdl_
,
arg
.
in_element_op_
,
arg
.
wei_element_op_
,
arg
.
out_element_op_
,
...
...
example/6_conv2d_fwd_xdl_c_shuffle_bias_relu_add/conv2d_fwd_xdl_c_shuffle_bias_relu_add.cpp
View file @
f5e64f10
...
...
@@ -34,8 +34,8 @@ using OutElementOp = ck::tensor_operation::element_wise::AddReluAdd;
using
DeviceConvFwdInstance
=
ck
::
tensor_operation
::
device
::
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Add_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
// | InData| WeiData| OutData| AccData| In| Wei| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// | Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MRepeate| NRepeat
e| _MBlock_M
Repeat
_MWaveMPerXdl| ScalarPerVector|
// | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_N
Repeat
_NWaveNPerXdl| _NWaveNPerXdl|
// | Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MXdlPerWave| NXdlPerWav
e| _MBlock_M
XdlPerWave
_MWaveMPerXdl| ScalarPerVector|
// | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| |
PerShuffle|
PerShuffle| _NBlock_N
XdlPerWave
_NWaveNPerXdl| _NWaveNPerXdl|
// | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
InDataType
,
WeiDataType
,
OutDataType
,
AccDataType
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
;
// clang-format on
...
...
example/7_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add/conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add.cpp
View file @
f5e64f10
...
...
@@ -37,8 +37,8 @@ using DeviceConvFwdInstance = ck::tensor_operation::device::
DeviceConv2dFwdXdl_C_Shuffle_Bias_Activation_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
// clang-format off
// | InData| WeiData| OutData| AccData| In| Wei| Out| Out| Block| MPer| NPer| K0Per| K1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// | Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MRepeate| NRepeat
e| _MBlock_M
Repeat
_MWaveMPerXdl| ScalarPerVector|
// | | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_N
Repeat
_NWaveNPerXdl| _NWaveNPerXdl|
// | Type| Type| Type| Type| Elementwise| Elementwise| Elementwise| GlobalMemory| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN|
MXdlPerWave| NXdlPerWav
e| _MBlock_M
XdlPerWave
_MWaveMPerXdl| ScalarPerVector|
// | | | | | Operation| Operation| Operation| DataOperation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| |
PerShuffle|
PerShuffle| _NBlock_N
XdlPerWave
_NWaveNPerXdl| _NWaveNPerXdl|
// | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
<
InDataType
,
WeiDataType
,
OutDataType
,
AccDataType
,
InElementOp
,
WeiElementOp
,
OutElementOp
,
MemoryAtomicAdd
,
256
,
128
,
256
,
4
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
8
,
1
,
1
,
32
>
,
2
>
;
// clang-format on
...
...
@@ -209,12 +209,6 @@ int main(int argc, char* argv[])
{
case
0
:
break
;
case
1
:
in_n_c_hi_wi
.
GenerateTensorValue
(
GeneratorTensor_1
<
InDataType
>
{});
wei_k_c_y_x
.
GenerateTensorValue
(
GeneratorTensor_1
<
WeiDataType
>
{});
out_n_k_ho_wo_host_result
.
GenerateTensorValue
(
GeneratorTensor_1
<
OutDataType
>
{});
bias_k
.
GenerateTensorValue
(
GeneratorTensor_1
<
OutDataType
>
{});
break
;
case
2
:
in_n_c_hi_wi
.
GenerateTensorValue
(
GeneratorTensor_2
<
InDataType
>
{
-
5
,
5
});
wei_k_c_y_x
.
GenerateTensorValue
(
GeneratorTensor_2
<
WeiDataType
>
{
-
5
,
5
});
out_n_k_ho_wo_host_result
.
GenerateTensorValue
(
GeneratorTensor_2
<
OutDataType
>
{
-
5
,
5
});
...
...
@@ -298,12 +292,5 @@ int main(int argc, char* argv[])
out_device_buf
.
FromDevice
(
out_n_k_ho_wo_device_result
.
mData
.
data
());
check_error
(
out_n_k_ho_wo_host_result
,
out_n_k_ho_wo_device_result
);
LogRangeAsType
<
float
>
(
std
::
cout
<<
"in : "
,
in_n_c_hi_wi
.
mData
,
","
)
<<
std
::
endl
;
LogRangeAsType
<
float
>
(
std
::
cout
<<
"wei: "
,
wei_k_c_y_x
.
mData
,
","
)
<<
std
::
endl
;
LogRangeAsType
<
float
>
(
std
::
cout
<<
"out_host : "
,
out_n_k_ho_wo_host_result
.
mData
,
","
)
<<
std
::
endl
;
LogRangeAsType
<
float
>
(
std
::
cout
<<
"out_device: "
,
out_n_k_ho_wo_device_result
.
mData
,
","
)
<<
std
::
endl
;
}
}
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