Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
gaoqiong
composable_kernel_ROCM
Commits
6b9a4bd5
Commit
6b9a4bd5
authored
Apr 23, 2024
by
Jun Liu
Browse files
Merge branch 'amd-develop-staging-0423' into amd-master
parents
56de337f
c5f1cdf7
Changes
364
Hide whitespace changes
Inline
Side-by-side
Showing
20 changed files
with
3814 additions
and
2669 deletions
+3814
-2669
library/include/ck/library/tensor_operation_instance/gpu/contraction_scale.hpp
...brary/tensor_operation_instance/gpu/contraction_scale.hpp
+463
-1
library/include/ck/library/tensor_operation_instance/gpu/gemm.hpp
...include/ck/library/tensor_operation_instance/gpu/gemm.hpp
+133
-448
library/include/ck/library/tensor_operation_instance/gpu/gemm_bilinear.hpp
...k/library/tensor_operation_instance/gpu/gemm_bilinear.hpp
+4
-4
library/include/ck/library/tensor_operation_instance/gpu/gemm_dl.inc
...lude/ck/library/tensor_operation_instance/gpu/gemm_dl.inc
+167
-0
library/include/ck/library/tensor_operation_instance/gpu/gemm_wmma.inc
...de/ck/library/tensor_operation_instance/gpu/gemm_wmma.inc
+34
-0
library/include/ck/library/tensor_operation_instance/gpu/gemm_xdl.inc
...ude/ck/library/tensor_operation_instance/gpu/gemm_xdl.inc
+238
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_conv_fwd/device_grouped_conv_fwd_xdl_instance.hpp
...grouped_conv_fwd/device_grouped_conv_fwd_xdl_instance.hpp
+112
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data.hpp
...ration_instance/gpu/grouped_convolution_backward_data.hpp
+145
-516
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data_wmma.inc
...n_instance/gpu/grouped_convolution_backward_data_wmma.inc
+243
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data_xdl.inc
...on_instance/gpu/grouped_convolution_backward_data_xdl.inc
+216
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight.hpp
...tion_instance/gpu/grouped_convolution_backward_weight.hpp
+221
-628
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_dl.inc
...n_instance/gpu/grouped_convolution_backward_weight_dl.inc
+243
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_wmma.inc
...instance/gpu/grouped_convolution_backward_weight_wmma.inc
+114
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_xdl.inc
..._instance/gpu/grouped_convolution_backward_weight_xdl.inc
+228
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward.hpp
...or_operation_instance/gpu/grouped_convolution_forward.hpp
+231
-982
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_dl.inc
...operation_instance/gpu/grouped_convolution_forward_dl.inc
+73
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_wmma.inc
...eration_instance/gpu/grouped_convolution_forward_wmma.inc
+480
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_xdl.inc
...peration_instance/gpu/grouped_convolution_forward_xdl.inc
+393
-0
library/include/ck/library/tensor_operation_instance/gpu/grouped_gemm.hpp
...ck/library/tensor_operation_instance/gpu/grouped_gemm.hpp
+47
-3
library/include/ck/library/tensor_operation_instance/gpu/permute_scale.hpp
...k/library/tensor_operation_instance/gpu/permute_scale.hpp
+29
-87
No files found.
library/include/ck/library/tensor_operation_instance/gpu/contraction_scale.hpp
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-202
3
, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-202
4
, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#pragma once
...
@@ -16,6 +16,7 @@ namespace ck {
...
@@ -16,6 +16,7 @@ namespace ck {
namespace
tensor_operation
{
namespace
tensor_operation
{
namespace
device
{
namespace
device
{
namespace
instance
{
namespace
instance
{
// 2D
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
void
add_device_contraction_scale_m2_n2_k2_xdl_c_shuffle_f32_f32_f32_kkn_instance
(
void
add_device_contraction_scale_m2_n2_k2_xdl_c_shuffle_f32_f32_f32_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
2
,
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
2
,
...
@@ -387,6 +388,378 @@ void add_device_contraction_scale_m2_n2_k2_xdl_c_shuffle_bf16_bf16_bf16_compute_
...
@@ -387,6 +388,378 @@ void add_device_contraction_scale_m2_n2_k2_xdl_c_shuffle_bf16_bf16_bf16_compute_
Scale
,
Scale
,
F32
>>>&
instances
);
F32
>>>&
instances
);
#endif // CK_ENABLE_FP16
#endif // CK_ENABLE_FP16
// 6D
#ifdef CK_ENABLE_FP32
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
F16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
BF16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
BF16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
BF16
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
Scale
,
BF16
>>>&
instances
);
#endif // CK_ENABLE_FP32
#ifdef CK_ENABLE_FP64
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F64
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F64
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F64
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F64
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F64
,
F64
,
Empty_Tuple
,
F64
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
#endif // CK_ENABLE_FP64
#ifdef CK_ENABLE_FP16
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
#endif // CK_ENABLE_FP16
#ifdef CK_ENABLE_BF16
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_kkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_knn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_mkn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
void
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_mnn_instance
(
std
::
vector
<
std
::
unique_ptr
<
DeviceContractionMultipleD
<
6
,
6
,
6
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
Scale
,
F32
>>>&
instances
);
#endif // CK_ENABLE_FP16
// Contraction + Scale
// Contraction + Scale
template
<
index_t
NumDimM
,
template
<
index_t
NumDimM
,
...
@@ -464,6 +837,42 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
...
@@ -464,6 +837,42 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
op_ptrs
);
op_ptrs
);
}
}
}
}
else
if
constexpr
(
NumDimM
==
6
&&
NumDimN
==
6
&&
NumDimK
==
6
)
{
if
constexpr
(
is_same_v
<
ComputeDataType
,
float
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_mnn_instance
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ComputeDataType
,
ck
::
half_t
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_f16_mnn_instance
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ComputeDataType
,
ck
::
bhalf_t
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f32_f32_f32_compute_bf16_mnn_instance
(
op_ptrs
);
}
}
}
}
#endif // CK_ENABLE_FP32
#endif // CK_ENABLE_FP32
#ifdef CK_ENABLE_FP64
#ifdef CK_ENABLE_FP64
...
@@ -495,6 +904,31 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
...
@@ -495,6 +904,31 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
op_ptrs
);
op_ptrs
);
}
}
}
}
else
if
constexpr
(
NumDimM
==
6
&&
NumDimN
==
6
&&
NumDimK
==
6
)
{
if
constexpr
(
is_same_v
<
ComputeDataType
,
double
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_mnn_instance
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ComputeDataType
,
float
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f64_f64_f64_compute_f32_mnn_instance
(
op_ptrs
);
}
}
}
}
#endif // CK_ENABLE_FP64
#endif // CK_ENABLE_FP64
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -515,6 +949,20 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
...
@@ -515,6 +949,20 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
op_ptrs
);
op_ptrs
);
}
}
}
}
else
if
constexpr
(
NumDimM
==
6
&&
NumDimN
==
6
&&
NumDimK
==
6
)
{
if
constexpr
(
is_same_v
<
ComputeDataType
,
float
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_f16_f16_f16_compute_f32_mnn_instance
(
op_ptrs
);
}
}
}
}
#endif // CK_ENABLE_FP16
#endif // CK_ENABLE_FP16
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
...
@@ -535,6 +983,20 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
...
@@ -535,6 +983,20 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceContra
op_ptrs
);
op_ptrs
);
}
}
}
}
else
if
constexpr
(
NumDimM
==
6
&&
NumDimN
==
6
&&
NumDimK
==
6
)
{
if
constexpr
(
is_same_v
<
ComputeDataType
,
float
>
)
{
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_kkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_knn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_mkn_instance
(
op_ptrs
);
add_device_contraction_scale_m6_n6_k6_xdl_c_shuffle_bf16_bf16_bf16_compute_f32_mnn_instance
(
op_ptrs
);
}
}
}
}
#endif // CK_ENABLE_BF16
#endif // CK_ENABLE_BF16
return
op_ptrs
;
return
op_ptrs
;
...
...
library/include/ck/library/tensor_operation_instance/gpu/gemm.hpp
View file @
6b9a4bd5
...
@@ -12,397 +12,20 @@
...
@@ -12,397 +12,20 @@
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
namespace
ck
{
#ifdef DL_KERNELS
namespace
tensor_operation
{
#include "gemm_dl.inc"
namespace
device
{
namespace
instance
{
#if defined(CK_ENABLE_FP16) && defined(DL_KERNELS)
void
add_device_gemm_dl_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined(CK_ENABLE_FP32) && defined(DL_KERNELS)
void
add_device_gemm_dl_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined(CK_ENABLE_INT8) && defined(DL_KERNELS)
void
add_device_gemm_dl_i8_i8_i8_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_ENABLE_FP64
#ifdef CK_USE_WMMA
void
add_device_gemm_xdl_f64_f64_f64_km_kn_mn_instances
(
#include "gemm_wmma.inc"
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_ENABLE_FP8
#ifdef CK_USE_XDL
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_km_kn_mn_instances
(
#include "gemm_xdl.inc"
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_interwave_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_interwave_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v2_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
void
add_device_gemm_wmma_f16_f16_f16_km_kn_mn_instances
(
namespace
ck
{
std
::
vector
<
std
::
unique_ptr
<
namespace
tensor_operation
{
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
namespace
device
{
instances
);
namespace
instance
{
void
add_device_gemm_wmma_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_wmma_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_wmma_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
template
<
typename
ALayout
,
template
<
typename
ALayout
,
typename
BLayout
,
typename
BLayout
,
...
@@ -435,52 +58,29 @@ struct DeviceOperationInstanceFactory<
...
@@ -435,52 +58,29 @@ struct DeviceOperationInstanceFactory<
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#ifdef DL_KERNELS
if
constexpr
(
is_same_v
<
ADataType
,
float
>
&&
is_same_v
<
BDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
ADataType
,
float
>
&&
is_same_v
<
BDataType
,
float
>
&&
is_same_v
<
CDataType
,
float
>
)
is_same_v
<
CDataType
,
float
>
)
{
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f32_f32_f32_mk_kn_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f32_f32_f32_mk_nk_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f32_f32_f32_km_kn_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f32_f32_f32_km_nk_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
}
}
}
}
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -490,60 +90,160 @@ struct DeviceOperationInstanceFactory<
...
@@ -490,60 +90,160 @@ struct DeviceOperationInstanceFactory<
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f16_f16_f16_mk_kn_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_wmma_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f16_f16_f16_mk_nk_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_wmma_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f16_f16_f16_km_kn_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instances
(
op_ptrs
);
#endif
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_wmma_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
/// add_device_gemm_xdl_f16_f16_f16_km_nk_mn_instances(op_ptrs);
#ifdef DL_KERNELS
add_device_gemm_dl_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instances
(
op_ptrs
);
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instances
(
op_ptrs
);
}
}
#endif
#endif
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
ADataType
,
int8_t
>
&&
is_same_v
<
BDataType
,
int8_t
>
&&
is_same_v
<
CDataType
,
int8_t
>
)
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_dl_i8_i8_i8_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_dl_i8_i8_i8_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances
(
op_ptrs
);
}
}
#endif
#endif // DL_KERNELS
#ifdef CK_USE_WMMA
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
is_same_v
<
CDataType
,
half_t
>
)
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_wmma_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_wmma_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_wmma_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_wmma_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_wmma_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
}
}
}
}
#endif
#endif
#endif
#ifdef CK_USE_XDL
if
constexpr
(
is_same_v
<
ADataType
,
float
>
&&
is_same_v
<
BDataType
,
float
>
&&
is_same_v
<
CDataType
,
float
>
)
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
(
op_ptrs
);
}
}
#ifdef CK_ENABLE_FP16
else
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
is_same_v
<
CDataType
,
half_t
>
)
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
op_ptrs
);
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
{
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
}
}
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
else
if
constexpr
(
is_same_v
<
ADataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BDataType
,
ck
::
bhalf_t
>
&&
else
if
constexpr
(
is_same_v
<
ADataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
CDataType
,
ck
::
bhalf_t
>
)
is_same_v
<
CDataType
,
ck
::
bhalf_t
>
)
...
@@ -578,37 +278,21 @@ struct DeviceOperationInstanceFactory<
...
@@ -578,37 +278,21 @@ struct DeviceOperationInstanceFactory<
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instances
(
op_ptrs
);
#ifdef DL_KERNELS
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances
(
op_ptrs
);
#endif
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instances
(
op_ptrs
);
#ifdef DL_KERNELS
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instances
(
op_ptrs
);
#endif
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instances
(
op_ptrs
);
#ifdef DL_KERNELS
add_device_gemm_dl_i8_i8_i8_km_kn_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances
(
op_ptrs
);
#endif
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Col
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
CLayout
,
Row
>
)
is_same_v
<
CLayout
,
Row
>
)
{
{
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instances
(
op_ptrs
);
#ifdef DL_KERNELS
add_device_gemm_dl_i8_i8_i8_km_nk_mn_instances
(
op_ptrs
);
add_device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances
(
op_ptrs
);
#endif
}
}
}
}
#endif
#endif
...
@@ -658,6 +342,7 @@ struct DeviceOperationInstanceFactory<
...
@@ -658,6 +342,7 @@ struct DeviceOperationInstanceFactory<
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_nk_mn_instances
(
op_ptrs
);
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_nk_mn_instances
(
op_ptrs
);
}
}
}
}
#endif
#endif
#endif
return
op_ptrs
;
return
op_ptrs
;
}
}
...
...
library/include/ck/library/tensor_operation_instance/gpu/gemm_bilinear.hpp
View file @
6b9a4bd5
...
@@ -16,7 +16,7 @@ namespace ck {
...
@@ -16,7 +16,7 @@ namespace ck {
namespace
tensor_operation
{
namespace
tensor_operation
{
namespace
device
{
namespace
device
{
namespace
instance
{
namespace
instance
{
#ifdef
CK_ENABLE_FP16
#if
def
ined(
CK_ENABLE_FP16
) && defined(CK_USE_XDL)
void
add_device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instances
(
void
add_device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_km_kn_mn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleD
<
Col
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleD
<
Col
,
Row
,
Row
,
...
@@ -69,7 +69,7 @@ void add_device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance
...
@@ -69,7 +69,7 @@ void add_device_gemm_bilinear_xdl_c_shuffle_f16_f16_f16_f16_mk_nk_mn_mn_instance
PassThrough
,
PassThrough
,
Bilinear
>>>&
instances
);
Bilinear
>>>&
instances
);
#endif
#endif
#ifdef
CK_ENABLE_INT8
#if
def
ined(
CK_ENABLE_INT8
) && defined(CK_USE_WMMA)
void
add_device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_kn_mn_mn_instances
(
void
add_device_gemm_bilinear_wmma_c_shuffle_i8_i8_i8_i8_mk_kn_mn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleD
<
Row
,
std
::
vector
<
std
::
unique_ptr
<
DeviceGemmMultipleD
<
Row
,
Row
,
Row
,
...
@@ -159,7 +159,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGemmMu
...
@@ -159,7 +159,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGemmMu
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#ifdef
CK_ENABLE_FP16
#if
def
ined(
CK_ENABLE_FP16
) && defined(CK_USE_XDL)
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
is_same_v
<
DDataType
,
half_t
>
&&
is_same_v
<
EDataType
,
half_t
>
)
is_same_v
<
DDataType
,
half_t
>
&&
is_same_v
<
EDataType
,
half_t
>
)
{
{
...
@@ -189,7 +189,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGemmMu
...
@@ -189,7 +189,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGemmMu
}
}
}
}
#endif
#endif
#ifdef
CK_ENABLE_INT8
#if
def
ined(
CK_ENABLE_INT8
) && defined(CK_USE_WMMA)
if
constexpr
(
is_same_v
<
ADataType
,
std
::
int8_t
>
&&
is_same_v
<
BDataType
,
std
::
int8_t
>
&&
if
constexpr
(
is_same_v
<
ADataType
,
std
::
int8_t
>
&&
is_same_v
<
BDataType
,
std
::
int8_t
>
&&
is_same_v
<
DDataType
,
std
::
int8_t
>
&&
is_same_v
<
EDataType
,
std
::
int8_t
>
)
is_same_v
<
DDataType
,
std
::
int8_t
>
&&
is_same_v
<
EDataType
,
std
::
int8_t
>
)
{
{
...
...
library/include/ck/library/tensor_operation_instance/gpu/gemm_dl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include <memory>
#include <vector>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_gemm.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#if defined(CK_ENABLE_FP16)
void
add_device_gemm_dl_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f16_f16_f16_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dpp_f16_f16_f16_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined(CK_ENABLE_FP32)
void
add_device_gemm_dl_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined(CK_ENABLE_INT8)
void
add_device_gemm_dl_i8_i8_i8_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_km_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_kn_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_dl_i8_i8_i8_mk_nk_mn_irregular_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/gemm_wmma.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
void
add_device_gemm_wmma_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_wmma_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_wmma_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_wmma_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/gemm_xdl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_INT8
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_i8_i8_i8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_gemm_xdl_c_shuffle_2_stage_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f16_f16_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_bf16_bf16_bf16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
BF16
,
BF16
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_lds_direct_load_f32_f32_f32_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP64
void
add_device_gemm_xdl_f64_f64_f64_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_f64_f64_f64_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F64
,
F64
,
F64
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP8
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_km_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_km_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Col
,
Col
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_interwave_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v2_default_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v1_interwave_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_kn_mn_v2_padded_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f8_f8_f8_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F8
,
F8
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Row
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_gemm_xdl_c_shuffle_f16_f8_f16_mk_nk_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGemm
<
Row
,
Col
,
Row
,
F16
,
F8
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_conv_fwd/device_grouped_conv_fwd_xdl_instance.hpp
View file @
6b9a4bd5
...
@@ -17,6 +17,10 @@ namespace instance {
...
@@ -17,6 +17,10 @@ namespace instance {
using
F8
=
ck
::
f8_t
;
using
F8
=
ck
::
f8_t
;
#endif
#endif
#ifdef CK_ENABLE_BF8
using
BF8
=
ck
::
bf8_t
;
#endif
using
BF16
=
ck
::
bhalf_t
;
using
BF16
=
ck
::
bhalf_t
;
using
F16
=
ck
::
half_t
;
using
F16
=
ck
::
half_t
;
using
F32
=
float
;
using
F32
=
float
;
...
@@ -250,6 +254,114 @@ using device_grouped_conv_fwd_xdl_f8_instances = std::tuple<
...
@@ -250,6 +254,114 @@ using device_grouped_conv_fwd_xdl_f8_instances = std::tuple<
// clang-format on
// clang-format on
>
;
>
;
template
<
index_t
NDimSpatial
,
typename
ALayout
,
typename
BLayout
,
typename
DsLayout
,
typename
ELayout
,
ConvolutionForwardSpecialization
ConvSpec
>
using
device_grouped_conv_fwd_xdl_bf8_instances
=
std
::
tuple
<
// clang-format off
//########################################| NumDim| A| B| Ds| E| AData| BData| AccData| CShuffle| Ds| EData| A| B| CDE| ConvForward| GEMM| NumGemmK| 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| ComputeType|
//########################################| Spatial| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| DataType| Type| Elementwise| Elementwise| Elementwise| Specialization| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| |
//########################################| | | | | | | | | | | | Operation| Operation| Operation| | | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| |
//########################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#ifdef CK_ENABLE_BF8
// generic instance
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
BF8
>
,
// instances for small conv.K and conv.C
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
>
#endif
// clang-format on
>
;
template
<
index_t
NDimSpatial
,
typename
ALayout
,
typename
BLayout
,
typename
DsLayout
,
typename
ELayout
,
ConvolutionForwardSpecialization
ConvSpec
>
using
device_grouped_conv_fwd_xdl_f8_bf8_instances
=
std
::
tuple
<
// clang-format off
//########################################| NumDim| A| B| Ds| E| AData| BData| AccData| CShuffle| Ds| EData| A| B| CDE| ConvForward| GEMM| NumGemmK| 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|AComputeType|BComputeType|
//########################################| Spatial| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| DataType| Type| Elementwise| Elementwise| Elementwise| Specialization| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| | |
//########################################| | | | | | | | | | | | Operation| Operation| Operation| | | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//########################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
// generic instance
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
F8
,
BF8
>
,
// instances for small conv.K and conv.C
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F8
,
BF8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
F8
,
BF8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
F8
,
BF8
>
#endif
// clang-format on
>
;
template
<
index_t
NDimSpatial
,
typename
ALayout
,
typename
BLayout
,
typename
DsLayout
,
typename
ELayout
,
ConvolutionForwardSpecialization
ConvSpec
>
using
device_grouped_conv_fwd_xdl_bf8_f8_instances
=
std
::
tuple
<
// clang-format off
//########################################| NumDim| A| B| Ds| E| AData| BData| AccData| CShuffle| Ds| EData| A| B| CDE| ConvForward| GEMM| NumGemmK| 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|AComputeType|BComputeType|
//########################################| Spatial| Layout| Layout| Layout| Layout| Type| Type| Type| DataType| DataType| Type| Elementwise| Elementwise| Elementwise| Specialization| Specialization| Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| | |
//########################################| | | | | | | | | | | | Operation| Operation| Operation| | | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| | |
//########################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
// generic instance
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
BF8
,
F8
>
,
// instances for small conv.K and conv.C
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
1
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
2
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
1
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
256
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
256
,
32
,
8
,
8
,
32
,
32
,
2
,
4
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
128
,
128
,
32
,
8
,
8
,
32
,
32
,
4
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
128
,
64
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
256
,
64
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
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
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
32
,
1
,
4
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
128
,
32
,
128
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
64
,
32
,
32
,
8
,
8
,
32
,
32
,
2
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
,
F8
>
,
DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
<
NDimSpatial
,
ALayout
,
BLayout
,
DsLayout
,
ELayout
,
BF8
,
F8
,
F32
,
F8
,
DsLayout
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
ConvSpec
,
GemmMNKPadding
,
1
,
64
,
32
,
64
,
32
,
8
,
8
,
32
,
32
,
1
,
2
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
S
<
4
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
1
,
1
,
1
,
S
<
1
,
16
,
1
,
4
>
,
8
,
BF8
,
F8
>
#endif
// clang-format on
>
;
}
// namespace instance
}
// namespace instance
}
// namespace device
}
// namespace device
}
// namespace tensor_operation
}
// namespace tensor_operation
...
...
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data.hpp
View file @
6b9a4bd5
...
@@ -10,439 +10,18 @@
...
@@ -10,439 +10,18 @@
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#ifdef CK_USE_XDL
#include "grouped_convolution_backward_data_xdl.inc"
#endif
#ifdef CK_USE_WMMA
#include "grouped_convolution_backward_data_wmma.inc"
#endif
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
namespace
device
{
namespace
device
{
namespace
instance
{
namespace
instance
{
// conv2d backward data
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward data
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_input_f16_comp_bf8f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
,
F8
>>>&
instances
);
#endif
template
<
ck
::
index_t
NumDimSpatial
,
template
<
ck
::
index_t
NumDimSpatial
,
typename
OutLayout
,
typename
OutLayout
,
typename
WeiLayout
,
typename
WeiLayout
,
...
@@ -488,9 +67,10 @@ struct DeviceOperationInstanceFactory<
...
@@ -488,9 +67,10 @@ struct DeviceOperationInstanceFactory<
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#ifdef CK_USE_XDL
if
constexpr
(
NumDimSpatial
==
2
)
if
constexpr
(
NumDimSpatial
==
2
)
{
{
if
constexpr
(
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
GNHWK
>
)
is_same_v
<
OutLayout
,
GNHWK
>
)
{
{
...
@@ -500,43 +80,28 @@ struct DeviceOperationInstanceFactory<
...
@@ -500,43 +80,28 @@ struct DeviceOperationInstanceFactory<
is_same_v
<
ComputeTypeB
,
F16
>
)
is_same_v
<
ComputeTypeB
,
F16
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_1x1s1p0_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
else
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
ComputeTypeB
,
F32
>
)
is_same_v
<
ComputeTypeB
,
F32
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f32_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
else
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
ComputeTypeB
,
BF16
>
)
is_same_v
<
ComputeTypeB
,
BF16
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_bf16_instances
(
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#endif
}
}
else
if
constexpr
(
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
is_same_v
<
OutLayout
,
NHWGK
>
)
{
{
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
...
@@ -544,45 +109,29 @@ struct DeviceOperationInstanceFactory<
...
@@ -544,45 +109,29 @@ struct DeviceOperationInstanceFactory<
is_same_v
<
ComputeTypeB
,
F16
>
)
is_same_v
<
ComputeTypeB
,
F16
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_1x1s1p0_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
else
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
ComputeTypeB
,
F32
>
)
is_same_v
<
ComputeTypeB
,
F32
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f32_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
else
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
ComputeTypeB
,
BF16
>
)
is_same_v
<
ComputeTypeB
,
BF16
>
)
{
{
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_bf16_instances
(
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#endif
}
}
}
}
else
if
constexpr
(
NumDimSpatial
==
3
)
if
constexpr
(
NumDimSpatial
==
3
)
{
{
if
constexpr
(
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
GNDHWK
>
)
is_same_v
<
OutLayout
,
GNDHWK
>
)
{
{
...
@@ -593,45 +142,29 @@ struct DeviceOperationInstanceFactory<
...
@@ -593,45 +142,29 @@ struct DeviceOperationInstanceFactory<
{
{
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f16_instances
(
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f16_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_1x1s1p0_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
else
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
ComputeTypeB
,
F32
>
)
is_same_v
<
ComputeTypeB
,
F32
>
)
{
{
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f32_instances
(
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f32_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
else
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
ComputeTypeB
,
BF16
>
)
is_same_v
<
ComputeTypeB
,
BF16
>
)
{
{
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_bf16_instances
(
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#endif
}
}
else
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
{
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
...
@@ -640,44 +173,139 @@ struct DeviceOperationInstanceFactory<
...
@@ -640,44 +173,139 @@ struct DeviceOperationInstanceFactory<
{
{
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_1x1s1p0_instances
(
op_ptrs
);
}
}
#endif
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
else
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
bf8_t
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
bf8_t
>
&&
is_same_v
<
ComputeTypeB
,
f8_t
>
)
is_same_v
<
ComputeTypeB
,
f8_t
>
)
{
{
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_input_f16_comp_bf8f8_instances
(
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_input_f16_comp_bf8f8_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
else
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
F32
>
&&
is_same_v
<
WeiDataType
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
OutDataType
,
F32
>
&&
is_same_v
<
ComputeTypeA
,
F32
>
&&
is_same_v
<
ComputeTypeB
,
F32
>
)
is_same_v
<
ComputeTypeB
,
F32
>
)
{
{
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f32_instances
(
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f32_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
else
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
BF16
>
&&
is_same_v
<
WeiDataType
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
OutDataType
,
BF16
>
&&
is_same_v
<
ComputeTypeA
,
BF16
>
&&
is_same_v
<
ComputeTypeB
,
BF16
>
)
is_same_v
<
ComputeTypeB
,
BF16
>
)
{
{
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_bf16_instances
(
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
}
}
#endif
#ifdef CK_USE_WMMA
if
constexpr
(
NumDimSpatial
==
2
)
{
if
constexpr
(
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
GNHWK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
F16
>
&&
is_same_v
<
ComputeTypeB
,
F16
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#endif
#ifdef CK_ENABLE_INT8
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
}
if
constexpr
(
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
F16
>
&&
is_same_v
<
ComputeTypeB
,
F16
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
}
}
if
constexpr
(
NumDimSpatial
==
3
)
{
if
constexpr
(
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
GNDHWK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
F16
>
&&
is_same_v
<
ComputeTypeB
,
F16
>
)
{
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_1x1s1p0_instances
(
op_ptrs
);
}
#endif
}
else
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
F16
>
&&
is_same_v
<
WeiDataType
,
F16
>
&&
is_same_v
<
OutDataType
,
F16
>
&&
is_same_v
<
ComputeTypeA
,
F16
>
&&
is_same_v
<
ComputeTypeB
,
F16
>
)
{
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
{
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_instances
(
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_instances
(
op_ptrs
);
op_ptrs
);
...
@@ -687,6 +315,7 @@ struct DeviceOperationInstanceFactory<
...
@@ -687,6 +315,7 @@ struct DeviceOperationInstanceFactory<
#endif
#endif
}
}
}
}
#endif
return
op_ptrs
;
return
op_ptrs
;
}
}
...
...
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data_wmma.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
// conv2d backward data
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_gnhwk_gkyxc_gnhwc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_data_wmma_nhwgk_gkyxc_nhwgc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_gndhwk_gkzyxc_gndhwc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_data_wmma_ndhwgk_gkzyxc_ndhwgc_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_data_xdl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_data_xdl_gnhwk_gkyxc_gnhwc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
GNHWK
,
GKYXC
,
Empty_Tuple
,
GNHWC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_data_xdl_nhwgk_gkyxc_nhwgc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
2
,
NHWGK
,
GKYXC
,
Empty_Tuple
,
NHWGC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward data
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_data_xdl_gndhwk_gkzyxc_gndhwc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
GNDHWK
,
GKZYXC
,
Empty_Tuple
,
GNDHWC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
void
add_device_grouped_conv3d_bwd_data_xdl_ndhwgk_gkzyxc_ndhwgc_input_f16_comp_bf8f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdDataMultipleD
<
3
,
NDHWGK
,
GKZYXC
,
Empty_Tuple
,
NDHWGC
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
,
F8
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight.hpp
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-202
3
, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-202
4
, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#pragma once
...
@@ -12,564 +12,19 @@
...
@@ -12,564 +12,19 @@
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
// xdl
// conv1d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv2d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_bf8_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
,
F8
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef DL_KERNELS
#ifdef DL_KERNELS
// dl
#include "grouped_convolution_backward_weight_dl.inc"
// conv1d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_USE_XDL
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_f32_instances
(
#include "grouped_convolution_backward_weight_xdl.inc"
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv2d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_USE_WMMA
#include "grouped_convolution_backward_weight_wmma.inc"
#endif
#endif
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
template
<
ck
::
index_t
NumDimSpatial
,
template
<
ck
::
index_t
NumDimSpatial
,
typename
InLayout
,
typename
InLayout
,
...
@@ -611,6 +66,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -611,6 +66,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#ifdef DL_KERNELS
if
constexpr
(
NumDimSpatial
==
1
)
if
constexpr
(
NumDimSpatial
==
1
)
{
{
if
constexpr
(
is_same_v
<
InLayout
,
GNWC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
GNWC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
...
@@ -621,10 +77,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -621,10 +77,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
#endif
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -632,10 +85,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -632,10 +85,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
#endif
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
...
@@ -644,19 +94,14 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -644,19 +94,14 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
}
}
if
constexpr
(
is_same_v
<
InLayout
,
NWGC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
NWGC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
is_same_v
<
OutLayout
,
NWGK
>
)
is_same_v
<
OutLayout
,
NWGK
>
)
{
{
#ifdef DL_KERNELS
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
...
@@ -682,7 +127,6 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -682,7 +127,6 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_bf16_f32_bf16_instances
(
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#endif
}
}
}
}
...
@@ -696,12 +140,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -696,12 +140,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -709,12 +149,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -709,12 +149,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
...
@@ -723,12 +159,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -723,12 +159,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
}
}
...
@@ -740,12 +172,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -740,12 +172,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -753,12 +181,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -753,12 +181,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
...
@@ -767,12 +191,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -767,12 +191,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
}
}
...
@@ -787,12 +207,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -787,12 +207,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f32_instances
(
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f32_instances
(
op_ptrs
);
op_ptrs
);
#endif
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
...
@@ -800,15 +216,39 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -800,15 +216,39 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f16_instances
(
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
op_ptrs
);
}
#endif
#endif
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
}
#endif
}
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
{
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
...
@@ -818,40 +258,125 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -818,40 +258,125 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
#endif
#endif
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
}
}
#endif // DL_KERNELS
#ifdef CK_USE_XDL
if
constexpr
(
NumDimSpatial
==
1
)
{
if
constexpr
(
is_same_v
<
InLayout
,
GNWC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
is_same_v
<
OutLayout
,
GNWK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
{
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_INT8
}
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
}
is_same_v
<
OutDataType
,
int8_t
>
&&
if
constexpr
(
NumDimSpatial
==
2
)
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
{
is_same_v
<
ComputeTypeB
,
int8_t
>
)
if
constexpr
(
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
GNHWK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
add_device_grouped_conv
3
d_bwd_weight_
wmma
_gn
d
hwc_gk
z
yxc_gn
d
hwk_
i8
_instances
(
add_device_grouped_conv
2
d_bwd_weight_
xdl
_gnhwc_gkyxc_gnhwk_
f32
_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
}
}
if
constexpr
(
is_same_v
<
InLayout
,
N
D
HWGC
>
&&
is_same_v
<
WeiLayout
,
GK
Z
YXC
>
&&
if
constexpr
(
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
N
D
HWGK
>
)
is_same_v
<
OutLayout
,
NHWGK
>
)
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
is_same_v
<
ComputeTypeB
,
float
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
op_ptrs
);
op_ptrs
);
}
#endif
#endif
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
op_ptrs
);
}
#endif
}
}
if
constexpr
(
NumDimSpatial
==
3
)
{
if
constexpr
(
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
GNDHWK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
{
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
...
@@ -860,15 +385,39 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -860,15 +385,39 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
op_ptrs
);
}
#endif
#endif
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
}
#endif
}
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeTypeA
,
float
>
&&
is_same_v
<
ComputeTypeB
,
float
>
)
{
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
...
@@ -878,11 +427,36 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -878,11 +427,36 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeA
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
is_same_v
<
ComputeTypeB
,
ck
::
bhalf_t
>
)
{
{
#ifdef DL_KERNELS
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
op_ptrs
);
op_ptrs
);
}
#endif
#endif
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
bf8_t
>
&&
is_same_v
<
ComputeTypeB
,
f8_t
>
)
{
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_bf8_f8_instances
(
op_ptrs
);
}
#endif
}
}
#endif
#ifdef CK_USE_WMMA
if
constexpr
(
NumDimSpatial
==
3
)
{
if
constexpr
(
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
GNDHWK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half_t
>
&&
is_same_v
<
ComputeTypeB
,
half_t
>
)
{
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
...
@@ -892,23 +466,42 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -892,23 +466,42 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
{
add_device_grouped_conv3d_bwd_weight_wmma_ndhw
g
c_gkzyxc_ndhw
g
k_i8_instances
(
add_device_grouped_conv3d_bwd_weight_wmma_
g
ndhwc_gkzyxc_
g
ndhwk_i8_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_ndhw
g
c_gkzyxc_ndhw
g
k_i8_1x1s1p0_instances
(
add_device_grouped_conv3d_bwd_weight_wmma_
g
ndhwc_gkzyxc_
g
ndhwk_i8_1x1s1p0_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
}
if
constexpr
(
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
bf8
_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeTypeA
,
half
_t
>
&&
is_same_v
<
ComputeTypeB
,
f
8
_t
>
)
is_same_v
<
ComputeTypeB
,
hal
f_t
>
)
{
{
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_bf8_f8_instances
(
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeTypeA
,
int8_t
>
&&
is_same_v
<
ComputeTypeB
,
int8_t
>
)
{
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
op_ptrs
);
op_ptrs
);
}
}
#endif
#endif
}
}
}
}
#endif
return
op_ptrs
;
return
op_ptrs
;
}
}
...
...
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_dl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
// conv1d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_bwd_weight_dl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv1d_bwd_weight_dl_nwgc_gkxc_nwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
NWGC
,
GKXC
,
NWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv2d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_bwd_weight_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_dl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_dl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_wmma.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
// conv3d backward weight
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_bwd_weight_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
int8_t
,
int8_t
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_backward_weight_xdl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
// conv1d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_bwd_weight_xdl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
1
,
GNWC
,
GKXC
,
GNWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv2d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
GNHWC
,
GKYXC
,
GNHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_bwd_weight_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
2
,
NHWGC
,
GKYXC
,
NHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// conv3d backward weight
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
GNDHWC
,
GKZYXC
,
GNDHWK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_f32_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
BF16
,
F32
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F32
,
F32
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if defined CK_ENABLE_FP16 && defined CK_ENABLE_FP8 && defined CK_ENABLE_BF8
void
add_device_grouped_conv3d_bwd_weight_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_bf8_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvBwdWeight
<
3
,
NDHWGC
,
GKZYXC
,
NDHWGK
,
F16
,
F16
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
,
F8
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward.hpp
View file @
6b9a4bd5
...
@@ -12,890 +12,20 @@
...
@@ -12,890 +12,20 @@
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
namespace
ck
{
#ifdef DL_KERNELS
namespace
tensor_operation
{
#include "grouped_convolution_forward_dl.inc"
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_BF16
// grouped conv1d forward, GNWC/GKXC/GNWK
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_USE_XDL
#ifdef CK_ENABLE_INT8
#include "grouped_convolution_forward_xdl.inc"
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_USE_WMMA
#ifdef CK_ENABLE_INT8
#include "grouped_convolution_forward_wmma.inc"
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#endif
#ifdef CK_ENABLE_BF16
namespace
ck
{
// grouped conv2d forward, GNHWC/GKYXC/GNHWK
namespace
tensor_operation
{
void
add_device_grouped_conv1d_fwd_xdl_gnhwc_gkyxc_gnhwk_bf16_instances
(
namespace
device
{
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
namespace
instance
{
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
// grouped conv3d forward, GNDHWC/GKZYXC/GNDHWK
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
// grouped conv3d forward, NDHWGC/GKZYXC/NDHWGK
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP8
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
F8
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F8
,
F8
,
Empty_Tuple
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
F8
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP32) && defined(DL_KERNELS))
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP16) && defined(DL_KERNELS))
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP16) && defined(DL_KERNELS))
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP32) && defined(DL_KERNELS))
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
template
<
ck
::
index_t
NumDimSpatial
,
template
<
ck
::
index_t
NumDimSpatial
,
typename
InLayout
,
typename
InLayout
,
...
@@ -904,7 +34,8 @@ template <ck::index_t NumDimSpatial,
...
@@ -904,7 +34,8 @@ template <ck::index_t NumDimSpatial,
typename
InDataType
,
typename
InDataType
,
typename
WeiDataType
,
typename
WeiDataType
,
typename
OutDataType
,
typename
OutDataType
,
typename
ComputeType
>
typename
AComputeType
,
typename
BComputeType
>
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultipleABD
<
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceGroupedConvFwdMultipleABD
<
NumDimSpatial
,
NumDimSpatial
,
InLayout
,
InLayout
,
...
@@ -918,7 +49,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -918,7 +49,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ComputeType
>>
AComputeType
,
BComputeType
>>
{
{
using
DeviceOp
=
using
DeviceOp
=
DeviceGroupedConvFwdMultipleABD
<
NumDimSpatial
,
DeviceGroupedConvFwdMultipleABD
<
NumDimSpatial
,
...
@@ -933,25 +65,73 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -933,25 +65,73 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ck
::
tensor_operation
::
element_wise
::
PassThrough
,
ComputeType
>
;
AComputeType
,
BComputeType
>
;
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#ifdef DL_KERNELS
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
GNHWK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
}
#endif
}
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
{
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
}
#endif
}
#endif // DL_KERNELS
#ifdef CK_USE_XDL
if
constexpr
(
NumDimSpatial
==
1
&&
is_same_v
<
InLayout
,
GNWC
>
&&
if
constexpr
(
NumDimSpatial
==
1
&&
is_same_v
<
InLayout
,
GNWC
>
&&
is_same_v
<
WeiLayout
,
GKXC
>
&&
is_same_v
<
OutLayout
,
GNWK
>
)
is_same_v
<
WeiLayout
,
GKXC
>
&&
is_same_v
<
OutLayout
,
GNWK
>
)
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
{
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
{
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
op_ptrs
);
}
}
...
@@ -959,14 +139,17 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -959,14 +139,17 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeType
,
bhalf_t
>
)
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bhalf_t
>
)
{
{
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
op_ptrs
);
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_INT8
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeType
,
int8_t
>
)
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
{
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
op_ptrs
);
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
op_ptrs
);
}
}
...
@@ -978,114 +161,60 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -978,114 +161,60 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
{
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#if(defined(CK_ENABLE_FP32) && defined(DL_KERNELS))
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
{
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
{
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_oddc_instances
(
op_ptrs
);
}
#endif
#if(defined(CK_ENABLE_FP16) && defined(DL_KERNELS))
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
{
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeType
,
bhalf_t
>
)
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bhalf_t
>
)
{
{
add_device_grouped_conv1d_fwd_xdl_gnhwc_gkyxc_gnhwk_bf16_instances
(
op_ptrs
);
add_device_grouped_conv1d_fwd_xdl_gnhwc_gkyxc_gnhwk_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeType
,
int8_t
>
)
{
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_oddc_instances
(
op_ptrs
);
}
#endif
}
}
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
NHWGC
>
&&
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
{
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#if(defined(CK_ENABLE_FP32) && defined(DL_KERNELS))
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
{
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
{
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
}
}
#endif
#endif
#if(defined(CK_ENABLE_FP16) && defined(DL_KERNELS))
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
{
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeType
,
bhalf_t
>
)
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bhalf_t
>
)
{
{
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_bf16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_bf16_instances
(
op_ptrs
);
}
}
#endif
#ifdef CK_ENABLE_INT8
else
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeType
,
int8_t
>
)
{
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_oddc_instances
(
op_ptrs
);
}
#endif
#endif
}
}
...
@@ -1094,42 +223,36 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -1094,42 +223,36 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_oddc_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeType
,
bhalf_t
>
)
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bhalf_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_bf16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_INT8
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeType
,
int8_t
>
)
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_int8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_int8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_oddc_instances
(
op_ptrs
);
}
}
#endif
#endif
}
}
...
@@ -1139,7 +262,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -1139,7 +262,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
{
{
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
float
>
&&
is_same_v
<
WeiDataType
,
float
>
&&
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
ComputeType
,
float
>
)
is_same_v
<
OutDataType
,
float
>
&&
is_same_v
<
AComputeType
,
float
>
&&
is_same_v
<
BComputeType
,
float
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
op_ptrs
);
}
}
...
@@ -1147,44 +271,168 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -1147,44 +271,168 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
#ifdef CK_ENABLE_FP8
#ifdef CK_ENABLE_FP8
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
ck
::
f8_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
ck
::
f8_t
>
&&
is_same_v
<
BComputeType
,
ck
::
f8_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_f8_instances
(
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_f8_instances
(
op_ptrs
);
op_ptrs
);
}
}
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
f8_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
f8_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
f8_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
f8_t
>
&&
is_same_v
<
OutDataType
,
ck
::
f8_t
>
&&
is_same_v
<
ComputeType
,
ck
::
f8_t
>
)
is_same_v
<
OutDataType
,
ck
::
f8_t
>
&&
is_same_v
<
AComputeType
,
ck
::
f8_t
>
&&
is_same_v
<
BComputeType
,
ck
::
f8_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF8
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bf8_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bf8_t
>
&&
is_same_v
<
OutDataType
,
ck
::
f8_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bf8_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bf8_t
>
)
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf8_instances
(
op_ptrs
);
}
#endif
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
f8_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bf8_t
>
&&
is_same_v
<
OutDataType
,
ck
::
f8_t
>
&&
is_same_v
<
AComputeType
,
ck
::
f8_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bf8_t
>
)
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_bf8_instances
(
op_ptrs
);
}
#endif
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bf8_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
f8_t
>
&&
is_same_v
<
OutDataType
,
ck
::
f8_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bf8_t
>
&&
is_same_v
<
BComputeType
,
ck
::
f8_t
>
)
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf8_f8_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
ComputeType
,
half_t
>
)
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_oddc_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_BF16
#ifdef CK_ENABLE_BF16
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
WeiDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
ComputeType
,
bhalf_t
>
)
is_same_v
<
OutDataType
,
ck
::
bhalf_t
>
&&
is_same_v
<
AComputeType
,
ck
::
bhalf_t
>
&&
is_same_v
<
BComputeType
,
ck
::
bhalf_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_instances
(
op_ptrs
);
}
}
#endif
#endif
#ifdef CK_ENABLE_INT8
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
ComputeType
,
int8_t
>
)
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
{
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_int8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_int8_instances
(
op_ptrs
);
}
#endif
}
#endif
#ifdef CK_USE_WMMA
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
GNHWC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
GNHWK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_oddc_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_oddc_instances
(
op_ptrs
);
}
#endif
}
if
constexpr
(
NumDimSpatial
==
2
&&
is_same_v
<
InLayout
,
NHWGC
>
&&
is_same_v
<
WeiLayout
,
GKYXC
>
&&
is_same_v
<
OutLayout
,
NHWGK
>
)
{
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_oddc_instances
(
op_ptrs
);
}
#endif
}
if
constexpr
(
NumDimSpatial
==
3
&&
is_same_v
<
InLayout
,
GNDHWC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
GNDHWK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_oddc_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_oddc_instances
(
op_ptrs
);
}
#endif
}
if
constexpr
(
NumDimSpatial
==
3
&&
is_same_v
<
InLayout
,
NDHWGC
>
&&
is_same_v
<
WeiLayout
,
GKZYXC
>
&&
is_same_v
<
OutLayout
,
NDHWGK
>
)
{
#ifdef CK_ENABLE_FP16
if
constexpr
(
is_same_v
<
InDataType
,
half_t
>
&&
is_same_v
<
WeiDataType
,
half_t
>
&&
is_same_v
<
OutDataType
,
half_t
>
&&
is_same_v
<
AComputeType
,
half_t
>
&&
is_same_v
<
BComputeType
,
half_t
>
)
{
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_oddc_instances
(
op_ptrs
);
}
#endif
#ifdef CK_ENABLE_INT8
if
constexpr
(
is_same_v
<
InDataType
,
int8_t
>
&&
is_same_v
<
WeiDataType
,
int8_t
>
&&
is_same_v
<
OutDataType
,
int8_t
>
&&
is_same_v
<
AComputeType
,
int8_t
>
&&
is_same_v
<
BComputeType
,
int8_t
>
)
{
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1p0_instances
(
op_ptrs
);
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
...
@@ -1193,6 +441,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -1193,6 +441,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
}
}
#endif
#endif
}
}
#endif
return
op_ptrs
;
return
op_ptrs
;
}
}
...
...
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_dl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_dl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_dl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_wmma.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_i8_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_nhwgc_gkyxc_nhwgk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_gndhwc_gkzyxc_gndhwk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_wmma_ndhwgc_gkzyxc_ndhwgk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_1x1s1p0_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_conv2d_fwd_wmma_gnhwc_gkyxc_gnhwk_f16_oddc_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_convolution_forward_xdl.inc
0 → 100644
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
namespace
ck
{
namespace
tensor_operation
{
namespace
device
{
namespace
instance
{
#ifdef CK_ENABLE_BF16
// grouped conv1d forward, GNWC/GKXC/GNWK
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv1d_fwd_xdl_gnwc_gkxc_gnwk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
1
,
GNWC
,
GKXC
,
Empty_Tuple
,
GNWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
// grouped conv2d forward, GNHWC/GKYXC/GNHWK
void
add_device_grouped_conv1d_fwd_xdl_gnhwc_gkyxc_gnhwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_fwd_xdl_gnhwc_gkyxc_gnhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
GNHWC
,
GKYXC
,
Empty_Tuple
,
GNHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
// grouped conv2d forward, NHWGC/GKYXC/NHWGK
#ifdef CK_ENABLE_BF16
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv2d_fwd_xdl_nhwgc_gkyxc_nhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
2
,
NHWGC
,
GKYXC
,
Empty_Tuple
,
NHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
// grouped conv3d forward, GNDHWC/GKZYXC/GNDHWK
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_fwd_xdl_gndhwc_gkzyxc_gndhwk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
GNDHWC
,
GKZYXC
,
Empty_Tuple
,
GNDHWK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF16
// grouped conv3d forward, NDHWGC/GKZYXC/NDHWGK
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
BF16
,
BF16
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP16
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP8
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f16_comp_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
F8
>>>&
instances
);
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F8
,
F8
,
Empty_Tuple
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
F8
>>>&
instances
);
#endif
#ifdef CK_ENABLE_FP32
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F32
,
F32
,
Empty_Tuple
,
F32
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_INT8
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_int8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
int8_t
,
int8_t
,
Empty_Tuple
,
int8_t
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
#endif
#ifdef CK_ENABLE_BF8
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
BF8
,
BF8
,
Empty_Tuple
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_f8_bf8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
F8
,
BF8
,
Empty_Tuple
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
F8
,
BF8
>>>&
instances
);
#endif
#if(defined(CK_ENABLE_FP8) && defined(CK_ENABLE_BF8))
void
add_device_grouped_conv3d_fwd_xdl_ndhwgc_gkzyxc_ndhwgk_bf8_f8_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedConvFwdMultipleABD
<
3
,
NDHWGC
,
GKZYXC
,
Empty_Tuple
,
NDHWGK
,
BF8
,
F8
,
Empty_Tuple
,
F8
,
PassThrough
,
PassThrough
,
PassThrough
,
BF8
,
F8
>>>&
instances
);
#endif
}
// namespace instance
}
// namespace device
}
// namespace tensor_operation
}
// namespace ck
library/include/ck/library/tensor_operation_instance/gpu/grouped_gemm.hpp
View file @
6b9a4bd5
// SPDX-License-Identifier: MIT
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-202
3
, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-202
4
, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#pragma once
...
@@ -146,6 +146,32 @@ void add_device_grouped_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_irregular_instances(
...
@@ -146,6 +146,32 @@ void add_device_grouped_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_irregular_instances(
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
PassThrough
>>>&
instances
);
void
add_device_grouped_gemm_multiple_d_xdl_two_stage_f16_f16_f16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
Row
,
Empty_Tuple
,
Row
,
F16
,
F16
,
Empty_Tuple
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
void
add_device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceGroupedGemm
<
Row
,
Row
,
Empty_Tuple
,
Row
,
BF16
,
I8
,
Empty_Tuple
,
BF16
,
PassThrough
,
PassThrough
,
PassThrough
>>>&
instances
);
template
<
typename
ALayout
,
template
<
typename
ALayout
,
typename
BLayout
,
typename
BLayout
,
typename
ELayout
,
typename
ELayout
,
...
@@ -180,6 +206,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -180,6 +206,7 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
{
{
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
std
::
vector
<
std
::
unique_ptr
<
DeviceOp
>>
op_ptrs
;
#if defined(CK_ENABLE_FP16)
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
half_t
>
&&
is_same_v
<
EDataType
,
half_t
>
)
is_same_v
<
EDataType
,
half_t
>
)
{
{
...
@@ -190,6 +217,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -190,6 +217,8 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instances
(
add_device_grouped_gemm_xdl_splitk_f16_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
op_ptrs
);
add_device_grouped_gemm_multiple_d_xdl_two_stage_f16_f16_f16_mk_kn_mn_instances
(
op_ptrs
);
}
}
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
else
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Col
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
...
@@ -210,8 +239,10 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -210,8 +239,10 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
add_device_grouped_gemm_xdl_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
add_device_grouped_gemm_xdl_f16_f16_f16_km_nk_mn_instances
(
op_ptrs
);
}
}
}
}
else
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
f8_t
>
&&
#endif
is_same_v
<
EDataType
,
half_t
>
)
#if defined(CK_ENABLE_FP16) && defined(CK_ENABLE_FP8)
if
constexpr
(
is_same_v
<
ADataType
,
half_t
>
&&
is_same_v
<
BDataType
,
f8_t
>
&&
is_same_v
<
EDataType
,
half_t
>
)
{
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
ELayout
,
Row
>
)
is_same_v
<
ELayout
,
Row
>
)
...
@@ -228,6 +259,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
...
@@ -228,6 +259,19 @@ struct DeviceOperationInstanceFactory<ck::tensor_operation::device::DeviceGroupe
add_device_grouped_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
add_device_grouped_gemm_xdl_splitk_f8_f16_f16_mk_kn_mn_irregular_instances
(
op_ptrs
);
}
}
}
}
#endif
#if defined(CK_ENABLE_BF16) && defined(CK_ENABLE_INT8)
if
constexpr
(
is_same_v
<
ADataType
,
bhalf_t
>
&&
is_same_v
<
BDataType
,
int8_t
>
&&
is_same_v
<
EDataType
,
bhalf_t
>
)
{
if
constexpr
(
is_same_v
<
ALayout
,
Row
>
&&
is_same_v
<
BLayout
,
Row
>
&&
is_same_v
<
ELayout
,
Row
>
)
{
add_device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_instances
(
op_ptrs
);
}
}
#endif
return
op_ptrs
;
return
op_ptrs
;
}
}
};
};
...
...
library/include/ck/library/tensor_operation_instance/gpu/permute_scale.hpp
View file @
6b9a4bd5
...
@@ -7,7 +7,7 @@
...
@@ -7,7 +7,7 @@
#include "ck/ck.hpp"
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_elementwise
_scale
.hpp"
#include "ck/tensor_operation/gpu/device/device_elementwise.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
...
@@ -19,125 +19,67 @@ namespace instance {
...
@@ -19,125 +19,67 @@ namespace instance {
#ifdef CK_ENABLE_FP16
#ifdef CK_ENABLE_FP16
void
add_device_permute_scale_1d_f16_instances
(
void
add_device_permute_scale_1d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
1
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
1
>>>&
);
void
add_device_permute_scale_2d_f16_instances
(
void
add_device_permute_scale_2d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
2
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
2
>>>&
);
void
add_device_permute_scale_3d_f16_instances
(
void
add_device_permute_scale_3d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
3
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
3
>>>&
);
void
add_device_permute_scale_4d_f16_instances
(
void
add_device_permute_scale_4d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
4
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
4
>>>&
);
void
add_device_permute_scale_5d_f16_instances
(
void
add_device_permute_scale_5d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
5
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
5
>>>&
);
void
add_device_permute_scale_6d_f16_instances
(
void
add_device_permute_scale_6d_f16_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F16
>
,
DeviceElementwise
<
ck
::
Tuple
<
F16
>
,
ck
::
Tuple
<
F16
>
,
element_wise
::
Scale
,
6
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
6
>>>&
);
#endif
#endif
#ifdef CK_ENABLE_FP32
#ifdef CK_ENABLE_FP32
void
add_device_permute_scale_1d_f32_instances
(
void
add_device_permute_scale_1d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
1
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
1
>>>&
);
void
add_device_permute_scale_2d_f32_instances
(
void
add_device_permute_scale_2d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
2
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
2
>>>&
);
void
add_device_permute_scale_3d_f32_instances
(
void
add_device_permute_scale_3d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
3
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
3
>>>&
);
void
add_device_permute_scale_4d_f32_instances
(
void
add_device_permute_scale_4d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
4
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
4
>>>&
);
void
add_device_permute_scale_5d_f32_instances
(
void
add_device_permute_scale_5d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
5
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
5
>>>&
);
void
add_device_permute_scale_6d_f32_instances
(
void
add_device_permute_scale_6d_f32_instances
(
std
::
vector
<
std
::
unique_ptr
<
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
std
::
vector
<
std
::
unique_ptr
<
ck
::
Tuple
<
F32
>
,
DeviceElementwise
<
ck
::
Tuple
<
F32
>
,
ck
::
Tuple
<
F32
>
,
element_wise
::
Scale
,
6
>>>&
);
PassThrough
,
element_wise
::
UnarySquare
,
Scale
,
6
>>>&
);
#endif
#endif
template
<
typename
InDataTypeTuple
,
template
<
typename
InDataTypeTuple
,
typename
OutDataTypeTuple
,
typename
OutDataTypeTuple
,
typename
ElementwiseOperation
,
typename
ElementwiseOperation
,
typename
UnaryOperation
,
typename
Scale
,
index_t
NumDim
>
index_t
NumDim
>
struct
DeviceOperationInstanceFactory
<
struct
DeviceOperationInstanceFactory
<
ck
::
tensor_operation
::
device
::
DeviceElementwise
<
InDataTypeTuple
,
ck
::
tensor_operation
::
device
::
OutDataTypeTuple
,
DeviceElementwise
<
InDataTypeTuple
,
OutDataTypeTuple
,
ElementwiseOperation
,
NumDim
>>
ElementwiseOperation
,
UnaryOperation
,
Scale
,
NumDim
>>
{
{
using
DeviceOp
=
DeviceElementwise
<
InDataTypeTuple
,
using
DeviceOp
=
OutDataTypeTuple
,
DeviceElementwise
<
InDataTypeTuple
,
OutDataTypeTuple
,
ElementwiseOperation
,
NumDim
>
;
ElementwiseOperation
,
UnaryOperation
,
Scale
,
NumDim
>
;
static
auto
GetInstances
()
static
auto
GetInstances
()
{
{
...
...
Prev
1
2
3
4
5
6
7
8
9
10
…
19
Next
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment