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gaoqiong
composable_kernel_ROCM
Commits
3eee7eda
Commit
3eee7eda
authored
Jan 02, 2025
by
mtgu0705
Browse files
fixed and formatted code
parent
a7f24bfc
Changes
8
Show whitespace changes
Inline
Side-by-side
Showing
8 changed files
with
50 additions
and
75 deletions
+50
-75
include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3_b_scale.hpp
...n/gpu/device/impl/device_gemm_xdl_cshuffle_v3_b_scale.hpp
+5
-4
include/ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp
...or_operation/gpu/element/unary_element_wise_operation.hpp
+30
-30
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_b_scale.hpp
...ration/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_b_scale.hpp
+2
-2
include/ck/tensor_operation/gpu/thread/threadwise_tensor_slice_transfer.hpp
...operation/gpu/thread/threadwise_tensor_slice_transfer.hpp
+10
-6
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
...16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
+0
-23
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
...scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
+1
-2
profiler/include/profiler/profile_gemm_b_scale_impl.hpp
profiler/include/profiler/profile_gemm_b_scale_impl.hpp
+2
-2
profiler/src/profile_gemm_b_scale.cpp
profiler/src/profile_gemm_b_scale.cpp
+0
-6
No files found.
include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3_b_scale.hpp
View file @
3eee7eda
...
@@ -6,16 +6,17 @@
...
@@ -6,16 +6,17 @@
#include <iostream>
#include <iostream>
#include <sstream>
#include <sstream>
#include "ck/host_utility/device_prop.hpp"
#include "ck/utility/common_header.hpp"
#include "ck/host_utility/flush_cache.hpp"
#include "ck/host_utility/flush_cache.hpp"
#include "ck/host_utility/kernel_launch.hpp"
#include "ck/tensor_description/tensor_descriptor.hpp"
#include "ck/tensor_description/tensor_descriptor.hpp"
#include "ck/tensor_description/tensor_descriptor_helper.hpp"
#include "ck/tensor_description/tensor_descriptor_helper.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_gemm_v2.hpp"
#include "ck/tensor_operation/gpu/device/device_gemm_v2.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_b_scale.hpp"
#include "ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_b_scale.hpp"
#include "ck/utility/common_header.hpp"
#include "ck/host_utility/device_prop.hpp"
#include "ck/host_utility/kernel_launch.hpp"
namespace
ck
{
namespace
ck
{
namespace
tensor_operation
{
namespace
tensor_operation
{
...
...
include/ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp
View file @
3eee7eda
...
@@ -3,11 +3,11 @@
...
@@ -3,11 +3,11 @@
#pragma once
#pragma once
#include "ck/utility/amd_inline_asm.hpp"
#include "ck/utility/data_type.hpp"
#include "ck/utility/data_type.hpp"
#include "ck/utility/math.hpp"
#include "ck/utility/math.hpp"
#include "ck/utility/math_v2.hpp"
#include "ck/utility/math_v2.hpp"
#include "ck/utility/type_convert.hpp"
#include "ck/utility/type_convert.hpp"
#include "ck/utility/amd_inline_asm.hpp"
#include <cassert>
#include <cassert>
namespace
ck
{
namespace
ck
{
...
...
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_b_scale.hpp
View file @
3eee7eda
...
@@ -29,7 +29,7 @@ template <typename GridwiseGemm,
...
@@ -29,7 +29,7 @@ template <typename GridwiseGemm,
TailNumber
TailNum
=
TailNumber
::
Full
>
TailNumber
TailNum
=
TailNumber
::
Full
>
__global__
void
__global__
void
#if CK_USE_LAUNCH_BOUNDS
#if CK_USE_LAUNCH_BOUNDS
__launch_bounds__
(
CK_MAX_THREAD_PER_BLOCK
,
MinimumOccupancy
)
__launch_bounds__
(
CK_MAX_THREAD_PER_BLOCK
,
MinimumOccupancy
)
#endif
#endif
// __attribute__((amdgpu_waves_per_eu(1, 1)))
// __attribute__((amdgpu_waves_per_eu(1, 1)))
kernel_gemm_xdl_cshuffle_v3
(
typename
GridwiseGemm
::
Argument
karg
)
kernel_gemm_xdl_cshuffle_v3
(
typename
GridwiseGemm
::
Argument
karg
)
...
@@ -59,7 +59,7 @@ template <typename GridwiseGemm,
...
@@ -59,7 +59,7 @@ template <typename GridwiseGemm,
TailNumber
TailNum
=
TailNumber
::
Full
>
TailNumber
TailNum
=
TailNumber
::
Full
>
__global__
void
__global__
void
#if CK_USE_LAUNCH_BOUNDS
#if CK_USE_LAUNCH_BOUNDS
__launch_bounds__
(
CK_MAX_THREAD_PER_BLOCK
,
MinimumOccupancy
)
__launch_bounds__
(
CK_MAX_THREAD_PER_BLOCK
,
MinimumOccupancy
)
#endif
#endif
// __attribute__((amdgpu_waves_per_eu(1, 1)))
// __attribute__((amdgpu_waves_per_eu(1, 1)))
kernel_gemm_xdl_cshuffle_v3_2lds
(
typename
GridwiseGemm
::
Argument
karg
)
kernel_gemm_xdl_cshuffle_v3_2lds
(
typename
GridwiseGemm
::
Argument
karg
)
...
...
include/ck/tensor_operation/gpu/thread/threadwise_tensor_slice_transfer.hpp
View file @
3eee7eda
...
@@ -3,10 +3,10 @@
...
@@ -3,10 +3,10 @@
#pragma once
#pragma once
#include "ck/utility/common_header.hpp"
#include "ck/tensor_description/tensor_space_filling_curve.hpp"
#include "ck/tensor_description/tensor_descriptor.hpp"
#include "ck/tensor_description/tensor_descriptor.hpp"
#include "ck/tensor_description/tensor_descriptor_helper.hpp"
#include "ck/tensor_description/tensor_descriptor_helper.hpp"
#include "ck/tensor_description/tensor_space_filling_curve.hpp"
#include "ck/utility/common_header.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
...
@@ -560,7 +560,8 @@ struct ThreadwiseTensorSliceTransfer_v3
...
@@ -560,7 +560,8 @@ struct ThreadwiseTensorSliceTransfer_v3
buffer_
(
Number
<
buffer_offset
>
{})
=
src_tmp_vector
.
template
AsType
<
SrcData
>()[
i
];
buffer_
(
Number
<
buffer_offset
>
{})
=
src_tmp_vector
.
template
AsType
<
SrcData
>()[
i
];
});
});
constexpr
auto
move_on_dim
=
[
&
]()
constexpr
{
constexpr
auto
move_on_dim
=
[
&
]()
constexpr
{
StaticallyIndexedArray
<
bool
,
nDim
>
move_on_dim_
;
StaticallyIndexedArray
<
bool
,
nDim
>
move_on_dim_
;
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
...
@@ -573,7 +574,8 @@ struct ThreadwiseTensorSliceTransfer_v3
...
@@ -573,7 +574,8 @@ struct ThreadwiseTensorSliceTransfer_v3
});
});
return
move_on_dim_
;
return
move_on_dim_
;
}();
}
();
// move
// move
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
...
@@ -718,7 +720,8 @@ struct ThreadwiseTensorSliceTransfer_v3
...
@@ -718,7 +720,8 @@ struct ThreadwiseTensorSliceTransfer_v3
is_dst_valid
,
is_dst_valid
,
dst_tmp_vector
.
template
AsType
<
dst_vector_t
>()[
Number
<
0
>
{}]);
dst_tmp_vector
.
template
AsType
<
dst_vector_t
>()[
Number
<
0
>
{}]);
constexpr
auto
move_on_dim
=
[
&
]()
constexpr
{
constexpr
auto
move_on_dim
=
[
&
]()
constexpr
{
StaticallyIndexedArray
<
bool
,
nDim
>
move_on_dim_
;
StaticallyIndexedArray
<
bool
,
nDim
>
move_on_dim_
;
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
...
@@ -731,7 +734,8 @@ struct ThreadwiseTensorSliceTransfer_v3
...
@@ -731,7 +734,8 @@ struct ThreadwiseTensorSliceTransfer_v3
});
});
return
move_on_dim_
;
return
move_on_dim_
;
}();
}
();
// move
// move
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
static_for
<
0
,
nDim
,
1
>
{}([
&
](
auto
i
)
{
...
...
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp
View file @
3eee7eda
...
@@ -50,11 +50,9 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
...
@@ -50,11 +50,9 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
//Compute friendly
//Compute friendly
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 224, 256, 128, 8, 32, 16, 16, 7, 8, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 2, S<1, 32, 1, 8>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, true>,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
128
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 224, 256, 128, 8, 32, 16, 16, 7, 8, S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 2, S<1, 32, 1, 8>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, true>,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
128
,
128
,
64
,
8
,
32
,
32
,
32
,
2
,
2
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
2
,
128
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
32
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
//Latency friendly
//Latency friendly
...
@@ -80,8 +78,6 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
...
@@ -80,8 +78,6 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
32
,
256
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
32
,
256
,
128
,
8
,
32
,
32
,
32
,
1
,
2
,
S
<
16
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
64
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
16
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
,
// Memory friendly v4
// Memory friendly v4
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 128, 32, 64, 8, 32, 32, 32, 2, 1, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<2, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, true>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 128, 16, 128, 8, 16, 16, 16, 4, 1, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, 2, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, true>,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
32
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
32
,
128
,
8
,
32
,
32
,
32
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
4
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
4
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
16
,
128
,
8
,
16
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
64
,
16
,
128
,
8
,
16
,
16
,
16
,
2
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
128
,
1
,
128
,
32
,
16
,
128
,
8
,
16
,
16
,
16
,
1
,
1
,
S
<
16
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
16
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
16
,
16
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
2
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v4
,
half_t
,
half_t
,
false
,
false
>
,
...
@@ -101,25 +97,6 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
...
@@ -101,25 +97,6 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
//new Memory friendly kernel
//new Memory friendly kernel
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
16
,
64
,
256
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
DeviceGemm_Xdl_CShuffleV3
<
Row
,
Col
,
Row
,
F16
,
I4
,
F16
,
F16
,
F32
,
F16
,
PassThrough
,
PassThrough
,
PassThrough
,
GemmSpec
,
256
,
1
,
128
,
16
,
64
,
256
,
8
,
32
,
16
,
16
,
1
,
1
,
S
<
32
,
8
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
8
,
8
,
0
,
S
<
8
,
32
,
1
>
,
S
<
1
,
0
,
2
>
,
S
<
1
,
0
,
2
>
,
2
,
32
,
32
,
0
,
1
,
1
,
S
<
1
,
16
,
1
,
8
>
,
8
,
BlkGemmPipeSched
,
BlockGemmPipelineVersion
::
v3
,
half_t
,
half_t
,
false
,
false
>
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, 2, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 256, 8, 32, 16, 16, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// // Memory friendly v3
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 64, 32, 256, 8, 32, 32, 32, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 64, 16, 256, 8, 16, 16, 16, 2, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, 2, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, 2, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 256, 8, 16, 16, 16, 1, 1, S<32, 2, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 256, 8, 32, 16, 16, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 64, 256, 8, 32, 16, 16, 1, 2, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 64, 256, 8, 32, 32, 32, 1, 1, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 128, 256, 8, 32, 16, 16, 1, 4, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 128, 256, 8, 32, 32, 32, 1, 2, S<32, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 8>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 16, 256, 256, 8, 32, 16, 16, 1, 4, S<32, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>,
// DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 32, 256, 256, 8, 32, 32, 32, 1, 2, S<32, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 32, 32, 0, 1, 1, S<1, 16, 1, 16>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>
// clang-format on
// clang-format on
>
;
>
;
}
// namespace instance
}
// namespace instance
...
...
library/src/tensor_operation_instance/gpu/gemm_b_scale/device_gemm_b_scale_xdl_f16_i4_f16/device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
View file @
3eee7eda
...
@@ -23,7 +23,6 @@ void add_device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instances(
...
@@ -23,7 +23,6 @@ void add_device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instances(
{
{
add_device_operation_instances
(
add_device_operation_instances
(
instances
,
instances
,
// device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances<Interwave, GemmDefault>{});
device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances
<
Intrawave
,
GemmDefault
>
{});
device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances
<
Intrawave
,
GemmDefault
>
{});
}
}
...
...
profiler/include/profiler/profile_gemm_b_scale_impl.hpp
View file @
3eee7eda
...
@@ -159,7 +159,7 @@ bool profile_gemm_b_scale_impl(int do_verification,
...
@@ -159,7 +159,7 @@ bool profile_gemm_b_scale_impl(int do_verification,
{
{
for
(
int
k
=
0
;
k
<
K
;
k
++
)
for
(
int
k
=
0
;
k
<
K
;
k
++
)
{
{
ck
::
pk_i4_t
i4x2
=
b_k_n
(
k
,
n
);
ck
::
pk_i4_t
i4x2
=
b_k_n
(
k
,
n
)
.
data
;
int8_t
i4
=
0
;
int8_t
i4
=
0
;
if
(
k
%
2
==
1
)
if
(
k
%
2
==
1
)
i4
=
(
i4x2
>>
0
)
&
0xf
;
i4
=
(
i4x2
>>
0
)
&
0xf
;
...
@@ -227,7 +227,7 @@ bool profile_gemm_b_scale_impl(int do_verification,
...
@@ -227,7 +227,7 @@ bool profile_gemm_b_scale_impl(int do_verification,
for
(
int
k
=
0
;
k
<
4
;
k
++
)
for
(
int
k
=
0
;
k
<
4
;
k
++
)
{
{
int
i4x2
=
b_k_n_permute
(
j
+
k
*
2
,
i
);
int
i4x2
=
b_k_n_permute
(
j
+
k
*
2
,
i
)
.
data
;
input
[
k
*
2
+
0
]
=
(
i4x2
>>
4
)
&
0xf
;
input
[
k
*
2
+
0
]
=
(
i4x2
>>
4
)
&
0xf
;
input
[
k
*
2
+
1
]
=
(
i4x2
>>
0
)
&
0xf
;
input
[
k
*
2
+
1
]
=
(
i4x2
>>
0
)
&
0xf
;
}
}
...
...
profiler/src/profile_gemm_b_scale.cpp
View file @
3eee7eda
...
@@ -165,12 +165,6 @@ int profile_gemm_b_scale(int argc, char* argv[])
...
@@ -165,12 +165,6 @@ int profile_gemm_b_scale(int argc, char* argv[])
return
pass
?
0
:
1
;
return
pass
?
0
:
1
;
};
};
// if(data_type == GemmDataType::F16_I4_F16 && layout == GemmMatrixLayout::MK_NK_MN &&
// B_scale_block == BScaleBlockTile::K_64)
// {
// return profile(F16{}, I4{}, F16{}, F16{}, F32{}, F16{}, ck::Number<64>{}, Row{}, Col{},
// Row{});
// }
if
(
data_type
==
GemmDataType
::
F16_I4_F16
&&
layout
==
GemmMatrixLayout
::
MK_NK_MN
&&
if
(
data_type
==
GemmDataType
::
F16_I4_F16
&&
layout
==
GemmMatrixLayout
::
MK_NK_MN
&&
B_scale_block
==
BScaleBlockTile
::
K_128
)
B_scale_block
==
BScaleBlockTile
::
K_128
)
{
{
...
...
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