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gaoqiong
composable_kernel
Commits
9dce6851
Commit
9dce6851
authored
Mar 10, 2022
by
Jing Zhang
Browse files
merge develop
parents
3cc57101
5d37d7bf
Changes
473
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20 changed files
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574 additions
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+574
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
...wd/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
+109
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu/CMakeLists.txt
...peration_instance/gpu/conv2d_fwd_bias_relu/CMakeLists.txt
+10
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu/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
+0
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_add/CMakeLists.txt
...tion_instance/gpu/conv2d_fwd_bias_relu_add/CMakeLists.txt
+10
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_add/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
+0
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_atomic_add/CMakeLists.txt
...stance/gpu/conv2d_fwd_bias_relu_atomic_add/CMakeLists.txt
+11
-0
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_atomic_add/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
+0
-0
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
...ary/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
+34
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
...m_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
+56
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
...e_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
+56
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
+59
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
+59
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
+59
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
...vice_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
+56
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
...e_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
+55
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
+0
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
+0
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
+0
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
+0
-0
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
...pu/gemm/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
+0
-0
No files found.
device_operation/src
/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
→
library/src/tensor_operation_instance/gpu/conv2d_fwd
/device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instance.cpp
View file @
9dce6851
...
@@ -32,19 +32,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_instances = std::tuple<
...
@@ -32,19 +32,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_int8_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|
//################################################################| 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|
//################################################################| | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwdDefault
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -54,19 +54,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_1x1_p0_int8_instances = std::tuple<
...
@@ -54,19 +54,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_1x1_p0_int8_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|
//################################################################| 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|
//################################################################| | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
256
,
4
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
256
,
4
,
16
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
64
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
64
,
128
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
64
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
64
,
64
,
4
,
16
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
128
,
64
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
256
,
64
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
128
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1P0
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
// clang-format on
// clang-format on
>
;
>
;
...
@@ -76,19 +76,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_1x1_s1_p0_int8_instances = std::tuple
...
@@ -76,19 +76,19 @@ using device_conv2d_fwd_xdl_nhwc_kyxc_nhwk_1x1_s1_p0_int8_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|
//################################################################| 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|
//################################################################| | | | | Operation| Operation| Operation| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//################################################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
,
256
,
256
,
128
,
4
,
16
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
64
,
1
>
,
S
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true
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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ConvFwd1x1S1P0
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true
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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256
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S
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2
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16
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16
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true
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7
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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256
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4
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true
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64
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1
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S
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S
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2
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,
2
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16
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16
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true
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7
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1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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ConvFwd1x1S1P0
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128
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128
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true
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32
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1
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S
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S
<
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0
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2
>
,
2
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16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
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128
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128
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32
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32
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2
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S
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S
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S
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2
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2
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true
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S
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32
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1
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S
<
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0
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2
>
,
S
<
1
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0
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2
>
,
2
,
16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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128
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4
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32
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32
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2
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2
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S
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S
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S
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true
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S
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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
>
,
S
<
1
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0
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2
>
,
2
,
16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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128
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32
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32
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2
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2
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S
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S
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S
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true
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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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S
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0
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2
>
,
2
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16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
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128
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64
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2
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S
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true
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32
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1
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S
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2
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S
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0
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2
>
,
2
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16
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16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
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128
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64
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2
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2
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S
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S
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true
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S
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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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S
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1
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0
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2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
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64
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128
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true
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32
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1
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S
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S
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0
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2
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,
2
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16
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16
,
true
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7
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
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64
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128
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true
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1
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S
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S
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0
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2
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2
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16
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16
,
true
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7
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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64
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64
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64
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1
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S
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S
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0
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2
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2
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16
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16
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true
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7
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1
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,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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64
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64
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64
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32
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2
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S
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S
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S
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true
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1
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S
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S
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0
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2
>
,
2
,
16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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64
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4
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16
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32
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32
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2
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1
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S
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1
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S
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S
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true
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64
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1
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S
<
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2
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S
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0
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2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
,
int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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128
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64
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4
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16
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32
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32
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2
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1
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S
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1
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S
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S
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true
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S
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64
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1
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S
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2
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S
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0
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2
>
,
2
,
16
,
16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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64
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128
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4
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16
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32
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32
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1
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2
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S
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1
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S
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S
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true
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S
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64
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1
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S
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S
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0
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2
>
,
2
,
16
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16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
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int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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256
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64
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128
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4
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16
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32
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32
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1
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2
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S
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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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S
<
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2
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16
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true
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S
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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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S
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0
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2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
,
int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
,
128
,
32
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4
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16
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32
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32
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2
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1
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S
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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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S
<
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2
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16
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true
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S
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32
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1
>
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S
<
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0
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2
>
,
S
<
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0
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2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
,
int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
,
128
,
32
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4
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16
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32
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32
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2
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1
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S
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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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,
S
<
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2
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2
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16
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16
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true
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S
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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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S
<
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0
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2
>
,
2
,
16
,
16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
,
int8_t
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int8_t
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int32_t
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PassThrough
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PassThrough
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PassThrough
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ConvFwd1x1S1P0
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128
,
32
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128
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4
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16
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32
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32
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1
,
2
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S
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32
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1
>
,
S
<
1
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0
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2
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S
<
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0
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2
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,
2
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16
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16
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true
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S
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32
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1
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S
<
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0
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2
>
,
S
<
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0
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2
>
,
2
,
16
,
16
,
true
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7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
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int8_t
,
int8_t
,
int8_t
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int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
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128
,
32
,
128
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
,
64
,
64
,
32
,
4
,
16
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
,
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
DeviceConv2dFwdXdl_Input_N_Hi_Wi_C_Weight_K_Y_X_C_Output_N_Ho_Wo_K
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvFwd1x1S1P0
,
64
,
32
,
64
,
4
,
16
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
true
,
7
,
1
>
// clang-format on
// clang-format on
>
;
>
;
...
...
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu/CMakeLists.txt
0 → 100644
View file @
9dce6851
# device_conv2d_fwd_bias_relu_instance
set
(
DEVICE_CONV2D_FWD_BIAS_RELU_INSTANCE_SOURCE
device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp;
)
add_library
(
device_conv2d_fwd_bias_relu_instance SHARED
${
DEVICE_CONV2D_FWD_BIAS_RELU_INSTANCE_SOURCE
}
)
target_compile_features
(
device_conv2d_fwd_bias_relu_instance PUBLIC
)
set_target_properties
(
device_conv2d_fwd_bias_relu_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
install
(
TARGETS device_conv2d_fwd_bias_relu_instance LIBRARY DESTINATION lib
)
clang_tidy_check
(
device_conv2d_fwd_bias_relu_instance
)
device_operation/src
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp
→
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
9dce6851
File moved
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_add/CMakeLists.txt
0 → 100644
View file @
9dce6851
# device_conv2d_fwd_bias_relu_add_instance
set
(
DEVICE_CONV2D_FWD_BIAS_RELU_ADD_INSTANCE_SOURCE
device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp;
)
add_library
(
device_conv2d_fwd_bias_relu_add_instance SHARED
${
DEVICE_CONV2D_FWD_BIAS_RELU_ADD_INSTANCE_SOURCE
}
)
target_compile_features
(
device_conv2d_fwd_bias_relu_add_instance PUBLIC
)
set_target_properties
(
device_conv2d_fwd_bias_relu_add_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
install
(
TARGETS device_conv2d_fwd_bias_relu_add_instance LIBRARY DESTINATION lib
)
clang_tidy_check
(
device_conv2d_fwd_bias_relu_add_instance
)
device_operation/src
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp
→
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_add
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_add_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
9dce6851
File moved
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_atomic_add/CMakeLists.txt
0 → 100644
View file @
9dce6851
# device_conv2d_fwd_bias_relu_atomic_add_instance
set
(
DEVICE_CONV2D_FWD_BIAS_RELU_ATOMIC_ADD_INSTANCE_SOURCE
device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp;
)
add_library
(
device_conv2d_fwd_bias_relu_atomic_add_instance SHARED
${
DEVICE_CONV2D_FWD_BIAS_RELU_ATOMIC_ADD_INSTANCE_SOURCE
}
)
target_compile_features
(
device_conv2d_fwd_bias_relu_atomic_add_instance PUBLIC
)
set_target_properties
(
device_conv2d_fwd_bias_relu_atomic_add_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
install
(
TARGETS device_conv2d_fwd_bias_relu_atomic_add_instance LIBRARY DESTINATION lib
)
clang_tidy_check
(
device_conv2d_fwd_bias_relu_atomic_add_instance
)
device_operation/src
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp
→
library/src/tensor_operation_instance/gpu/conv2d_fwd_bias_relu_atomic_add
/device_conv2d_fwd_xdl_c_shuffle_bias_relu_atomic_add_nhwc_kyxc_nhwk_f16_instance.cpp
View file @
9dce6851
File moved
library/src/tensor_operation_instance/gpu/gemm/CMakeLists.txt
0 → 100644
View file @
9dce6851
# device_gemm_instance
set
(
DEVICE_GEMM_INSTANCE_SOURCE
device_gemm_xdl_f32_f32_f32_mk_kn_mn_instance.cpp;
device_gemm_xdl_f32_f32_f32_mk_nk_mn_instance.cpp;
device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp;
device_gemm_xdl_f32_f32_f32_km_nk_mn_instance.cpp;
device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp;
device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp;
device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp;
device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp;
device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp;
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp;
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp;
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp;
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp;
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp;
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp;
device_gemm_xdl_splitk_f32_f32_f32_mk_kn_mn_instance.cpp;
device_gemm_xdl_splitk_f32_f32_f32_mk_nk_mn_instance.cpp;
device_gemm_xdl_splitk_f32_f32_f32_km_kn_mn_instance.cpp;
device_gemm_xdl_splitk_f32_f32_f32_km_nk_mn_instance.cpp;
device_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_instance.cpp;
device_gemm_xdl_splitk_f16_f16_f16_mk_nk_mn_instance.cpp;
device_gemm_xdl_splitk_f16_f16_f16_km_kn_mn_instance.cpp;
device_gemm_xdl_splitk_f16_f16_f16_km_nk_mn_instance.cpp;
)
add_library
(
device_gemm_instance SHARED
${
DEVICE_GEMM_INSTANCE_SOURCE
}
)
target_compile_features
(
device_gemm_instance PUBLIC
)
set_target_properties
(
device_gemm_instance PROPERTIES POSITION_INDEPENDENT_CODE ON
)
install
(
TARGETS device_gemm_instance LIBRARY DESTINATION lib
)
clang_tidy_check
(
device_gemm_instance
)
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################| AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| Num|
//#####################| Type| Type| Type| Type| DataType| | | | 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| Prefetch|
//#####################| | | | | | | | | 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| |
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
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
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
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
,
32
,
1
,
1
,
4
>
,
8
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
,
32
,
1
,
1
,
4
>
,
8
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
,
2
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
,
2
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
BF16
=
ck
::
bhalf_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################| AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
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
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
BF16
,
BF16
,
BF16
,
F32
,
BF16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[k, n] = c[m, n]
using
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################|AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
32
,
4
,
4
,
32
,
32
,
2
,
4
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
2
,
2
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
2
,
2
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
false
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[k, m] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################|AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
2
,
8
,
32
,
32
,
2
,
2
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
2
,
8
,
32
,
32
,
2
,
1
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
false
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Col
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
;
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
using
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################|AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
8
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
2
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
8
,
2
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
16
,
16
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
1
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
8
,
32
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
4
,
2
,
false
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Row
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
64
,
1
>
,
S
<
0
,
2
,
1
>
,
S
<
0
,
2
,
1
>
,
1
,
2
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################|AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
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
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
F16
,
F16
,
F16
,
F32
,
F16
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/src/tensor_operation_instance/gpu/gemm/device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instance.cpp
0 → 100644
View file @
9dce6851
#include <stdlib.h>
#include "config.hpp"
#include "device_gemm_xdl_c_shuffle.hpp"
#include "element_wise_operation.hpp"
#include "device_operation_instance.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
device_gemm_instance
{
using
F32
=
float
;
using
Row
=
ck
::
tensor_layout
::
gemm
::
RowMajor
;
using
Col
=
ck
::
tensor_layout
::
gemm
::
ColumnMajor
;
template
<
ck
::
index_t
...
Is
>
using
S
=
ck
::
Sequence
<
Is
...
>
;
using
PassThrough
=
ck
::
tensor_operation
::
element_wise
::
PassThrough
;
// Compilation parameters for a[m, k] * b[n, k] = c[m, n]
using
device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instances
=
std
::
tuple
<
// clang-format off
//#####################| AData| BData| CData| AccData| CShuffle| ALayout| BLayout| CLayout| A| B| C| Block| MPer| NPer| KPer| AK1| BK1| 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| DataType| | | | 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|
//#####################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
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
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
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
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0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
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16
,
1
>
,
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<
1
,
0
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>
,
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<
1
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0
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2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
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2
>
,
2
,
8
,
8
,
true
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
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0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
32
,
1
,
1
,
8
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
128
,
128
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
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
,
32
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
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
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
,
DeviceGemmXdl_C_Shuffle
<
int8_t
,
int8_t
,
int8_t
,
int32_t
,
int32_t
,
Row
,
Col
,
Row
,
PassThrough
,
PassThrough
,
PassThrough
,
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
,
true
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
true
,
1
,
1
,
S
<
1
,
1
,
16
,
1
,
1
,
4
>
,
8
>
// clang-format on
>
;
void
add_device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instances
(
std
::
vector
<
DeviceGemmPtr
<
PassThrough
,
PassThrough
,
PassThrough
>>&
instances
)
{
add_device_operation_instances
(
instances
,
device_gemm_xdl_c_shuffle_int8_int8_int8_mk_nk_mn_instances
{});
}
}
// namespace device_gemm_instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
device_operation/src
/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm
/device_gemm_xdl_f16_f16_f16_km_kn_mn_instance.cpp
View file @
9dce6851
File moved
device_operation/src
/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm
/device_gemm_xdl_f16_f16_f16_km_nk_mn_instance.cpp
View file @
9dce6851
File moved
device_operation/src
/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm
/device_gemm_xdl_f16_f16_f16_mk_kn_mn_instance.cpp
View file @
9dce6851
File moved
device_operation/src
/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm
/device_gemm_xdl_f16_f16_f16_mk_nk_mn_instance.cpp
View file @
9dce6851
File moved
device_operation/src
/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
→
library/src/tensor_operation_instance/gpu/gemm
/device_gemm_xdl_f32_f32_f32_km_kn_mn_instance.cpp
View file @
9dce6851
File moved
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