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Added Int4 mixed batch gemm support (#1839)

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* remove redundant kernels.

* added batched_gemm_xdl_fp16int4_b_scale_v3

* Enabled the split K.

* added the batched_gemm_b_scale ckProfiler, meet function issue

* fix some typo

* fix ckProfiler build issue

* fix some bugs

* updated some debug info

* comment some code

* Fix

* fixed some bugs and refactor the code

* fixed a function bug.

* formatted files.

* formatted

* uncommented the ckProfiler CMakeLists

* fixed.

* fix ckProfiler for batched_gemm_b_scale

---------

Co-authored-by: mtgu0705 <mtgu@amd.com>
Co-authored-by: aska-0096 <haocwang@amd.com>
Co-authored-by: Bartlomiej Kocot <barkocot@amd.com>

[ROCm/composable_kernel commit: d9f1ead347]
This commit is contained in:
Mingtao Gu
2025-02-10 11:17:02 +08:00
committed by GitHub
parent 11dc197c3b
commit 6fb0e00df5
14 changed files with 2678 additions and 50 deletions
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10
library/src/tensor_operation_instance/gpu/batched_gemm_b_scale/CMakeLists.txt Normal file
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@@ -0,0 +1,10 @@
# ONLY XDL_KERNELS
set(BATCHED_GEMM_B_SCALE_INSTANCES)
list(APPEND BATCHED_GEMM_B_SCALE_INSTANCES
device_batched_gemm_b_scale_xdl_f16_i4_f16/device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp
)
set_source_files_properties(device_batched_gemm_b_scale_xdl_f16_i4_f16/device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp PROPERTIES COMPILE_OPTIONS ";-mllvm;-greedy-reverse-local-assignment=1")
add_instance_library(device_batched_gemm_b_scale_instance ${BATCHED_GEMM_B_SCALE_INSTANCES})

95
library/src/tensor_operation_instance/gpu/batched_gemm_b_scale/device_batched_gemm_b_scale_xdl_f16_i4_f16/device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp Normal file
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// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_batched_gemm_xdl_fpAintB_b_scale.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
namespace ck {
namespace tensor_operation {
namespace device {
namespace instance {
using I4 = pk_i4_t;
using F16 = half_t;
using F32 = float;
using Row = tensor_layout::gemm::RowMajor;
using Col = tensor_layout::gemm::ColumnMajor;
template <index_t... Is>
using S = Sequence<Is...>;
using PassThrough = element_wise::PassThrough;
static constexpr auto GemmDefault = GemmSpecialization::Default;
static constexpr auto GemmKPadding = GemmSpecialization::KPadding;
static constexpr auto GemmMNPadding = GemmSpecialization::MNPadding;
static constexpr auto GemmMNKPadding = GemmSpecialization::MNKPadding;
static constexpr auto Intrawave = BlockGemmPipelineScheduler::Intrawave;
static constexpr auto Interwave = BlockGemmPipelineScheduler::Interwave;
template <BlockGemmPipelineScheduler BlkGemmPipeSched, GemmSpecialization GemmSpec>
using device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
// clang-format off
//#########################| ALayout| BLayout| CLayout|AData| BData| BScale| CData| AccData| Cshuffle| A| B| C| GEMM| Block| Scale| Scale| 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| Block-wiseGemm| Block-wiseGemm|
//#########################| | | | Type| Type| Data| Type| Type| Type| Elementwise| Elementwise| Elementwise|Specialization| Size| Block| Block| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MXdlPerWave_MWaveMPerXdl| ScalarPerVector| Pipeline| Pipeline|
//#########################| | | | | | Type| | | | Operation| Operation| Operation| | | N| K| | | | | |Wave| Wave| | | Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl| Scheduler| Verision|
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//Compute friendly
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //0
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //1
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //3
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //4
//Latency friendly
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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<8, 16, 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::v3, half_t, half_t, false, false>, //5
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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>, //6
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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>, //7
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 1, 1, S<8, 16, 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::v3, half_t, half_t, false, false>, //8
// Memory friendly v3
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 128, 32, 128, 8, 32, 32, 32, 2, 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::v3, half_t, half_t, false, false>, //9
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v3, half_t, half_t, false, false>, //10
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v3, half_t, half_t, false, false>, //11
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v3, half_t, half_t, false, false>, //12
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v3, half_t, half_t, false, false>, //13
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 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::v3, half_t, half_t, false, false>, //16
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 64, 128, 8, 32, 16, 16, 1, 2, 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::v3, half_t, half_t, false, false>, //17
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 64, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //18
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 128, 128, 8, 32, 16, 16, 1, 4, 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::v3, half_t, half_t, false, false>, //19
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 128, 128, 8, 32, 32, 32, 1, 2, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //20
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 16, 256, 128, 8, 32, 16, 16, 1, 4, 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, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //21
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //22
// Memory friendly v4
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //23
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //24
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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>, //25
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //26
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 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>, //28
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 64, 128, 8, 32, 16, 16, 1, 2, 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>, //29
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 64, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //30
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 128, 128, 8, 32, 16, 16, 1, 4, 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>, //31
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 128, 128, 8, 32, 32, 32, 1, 2, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //32
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 16, 256, 128, 8, 32, 16, 16, 1, 4, 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, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //33
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v4, half_t, half_t, false, false>, //34
//new Compute friendly kernel
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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::v3, half_t, half_t, false, false>, //35
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 128, 128, 64, 8, 32, 32, 32, 4, 1, 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::v3, half_t, half_t, false, false>, //36
//new Memory friendly kernel
DeviceBatchedGemm_Xdl_CShuffleV3_BScale< 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> //37
// clang-format on
>;
} // namespace instance
} // namespace device
} // namespace tensor_operation
} // namespace ck

33
library/src/tensor_operation_instance/gpu/batched_gemm_b_scale/device_batched_gemm_b_scale_xdl_f16_i4_f16/device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instance.cpp Normal file
View File

@@ -0,0 +1,33 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn.hpp"
namespace ck {
namespace tensor_operation {
namespace device {
namespace instance {
void add_device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_v2_default_instances(
std::vector<std::unique_ptr<DeviceBatchedGemmV2BScale<Row,
Col,
Row,
F16,
I4,
F16,
F16,
1,
128,
PassThrough,
PassThrough,
PassThrough>>>& instances)
{
add_device_operation_instances(
instances,
device_batched_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances<Intrawave,
GemmDefault>{});
}
} // namespace instance
} // namespace device
} // namespace tensor_operation
} // namespace ck

72
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

@@ -48,55 +48,51 @@ using device_gemm_b_scale_xdl_f16_i4_f16_mk_nk_mn_mem_instances = std::tuple<
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
//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, 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, 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>, //0
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>, //1
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::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>, //3
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>, //4
//Latency friendly
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<8, 16, 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::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, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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, 128, 8, 16, 16, 16, 1, 1, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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, 128, 8, 32, 16, 16, 1, 1, S<8, 16, 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::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, 128, 8, 16, 16, 16, 1, 1, S<8, 16, 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::v3, half_t, half_t, false, false>, //5
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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>, //6
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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>, //7
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 1, 1, S<8, 16, 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::v3, half_t, half_t, false, false>, //8
// Memory friendly v3
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 128, 32, 128, 8, 32, 32, 32, 2, 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::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, 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::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, 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::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, 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::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, 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::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, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 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, 128, 8, 32, 16, 16, 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::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, 128, 8, 32, 16, 16, 1, 2, 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::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, 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>, 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, 128, 8, 32, 16, 16, 1, 4, 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::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, 128, 8, 32, 32, 32, 1, 2, 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>, 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, 128, 8, 32, 16, 16, 1, 4, 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, 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, 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, 128, 1, 128, 128, 32, 128, 8, 32, 32, 32, 2, 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::v3, half_t, half_t, false, false>, //9
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::v3, half_t, half_t, false, false>, //10
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::v3, half_t, half_t, false, false>, //11
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::v3, half_t, half_t, false, false>, //12
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::v3, half_t, half_t, false, false>, //13
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 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::v3, half_t, half_t, false, false>, //16
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 64, 128, 8, 32, 16, 16, 1, 2, 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::v3, half_t, half_t, false, false>, //17
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 64, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //18
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 128, 128, 8, 32, 16, 16, 1, 4, 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::v3, half_t, half_t, false, false>, //19
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 128, 128, 8, 32, 32, 32, 1, 2, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //20
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 16, 256, 128, 8, 32, 16, 16, 1, 4, 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, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v3, half_t, half_t, false, false>, //21
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>, //22
// Memory friendly v4
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, 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, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 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, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 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, 16, 32, 128, 8, 32, 16, 16, 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, 16, 64, 128, 8, 32, 16, 16, 1, 2, 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, 32, 64, 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>, 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, 128, 1, 128, 16, 128, 128, 8, 32, 16, 16, 1, 4, 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, 32, 128, 128, 8, 32, 32, 32, 1, 2, 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>, 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, 16, 256, 128, 8, 32, 16, 16, 1, 4, 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, 16>, 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, 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::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>, //23
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>, //24
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>, //25
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 64, 1, 128, 16, 16, 128, 8, 16, 16, 16, 1, 1, S<16, 4, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<8, 8, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 4>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //26
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 32, 128, 8, 32, 16, 16, 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>, //28
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 64, 128, 8, 32, 16, 16, 1, 2, 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>, //29
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 64, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //30
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 16, 128, 128, 8, 32, 16, 16, 1, 4, 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>, //31
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 1, 128, 32, 128, 128, 8, 32, 32, 32, 1, 2, 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>, 8, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //32
DeviceGemm_Xdl_CShuffleV3< Row, Col, Row, F16, I4, F16, F16, F32, F16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 1, 128, 16, 256, 128, 8, 32, 16, 16, 1, 4, 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, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v4, half_t, half_t, false, false>, //33
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::v4, half_t, half_t, false, false>, //34
//new Compute friendly kernel
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::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, 4, 1, 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::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::v3, half_t, half_t, false, false>, //35
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, 4, 1, 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::v3, half_t, half_t, false, false>, //36
//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> //37
// clang-format on
>;
} // namespace instance