Merge remote-tracking branch 'origin/develop' into letaoqin/update_layernorm

include/ck_tile/ops/fmha/pipeline/block_fmha_pipeline_qx_ks_vs_custom_policy.hpp

@@ -5,9 +5,9 @@
 
 #include "ck_tile/core.hpp"
 #include "ck_tile/ops/common/tensor_layout.hpp"
+#include "ck_tile/ops/gemm/block/block_gemm_problem.hpp"
 #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_problem.hpp"
 #include "ck_tile/ops/gemm/pipeline/tile_gemm_shape.hpp"
-#include "ck_tile/ops/gemm/pipeline/tile_gemm_traits.hpp"
 #include "ck_tile/ops/gemm/warp/warp_gemm.hpp"
 #include "ck_tile/ops/gemm/warp/warp_gemm_dispatcher.hpp"
 #include "ck_tile/ops/gemm/block/block_gemm_asmem_bsmem_creg_v1_custom_policy.hpp"
@@ -77,20 +77,15 @@ struct BlockFmhaPipelineQXCustomPolicy</* QLoadOnce = */ true>
     CK_TILE_HOST_DEVICE static constexpr auto GetQKBlockGemm()
     {
         using GemmProblem =
-            GemmPipelineProblem<typename Problem::QDataType,
-                                typename Problem::KDataType,
-                                typename Problem::SaccDataType,
-                                TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
-                                                       Problem::BlockFmhaShape::kN0,
-                                                       Problem::BlockFmhaShape::kK0>,
-                                              typename Problem::BlockFmhaShape::Gemm0BlockWarps,
-                                              typename Problem::BlockFmhaShape::Gemm0WarpTile>,
-                                TileGemmTraits<Problem::kPadSeqLenQ,
-                                               Problem::kPadSeqLenK,
-                                               Problem::kPadHeadDimQ,
-                                               typename tensor_layout::gemm::RowMajor,
-                                               typename tensor_layout::gemm::ColumnMajor,
-                                               typename tensor_layout::gemm::RowMajor>>;
+            BlockGemmProblem<typename Problem::QDataType,
+                             typename Problem::KDataType,
+                             typename Problem::SaccDataType,
+                             Problem::kBlockSize,
+                             TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
+                                                    Problem::BlockFmhaShape::kN0,
+                                                    Problem::BlockFmhaShape::kK0>,
+                                           typename Problem::BlockFmhaShape::Gemm0BlockWarps,
+                                           typename Problem::BlockFmhaShape::Gemm0WarpTile>>;
 
         constexpr auto warp_gemm = []() {
             if constexpr(std::is_same_v<typename Problem::QDataType, half_t> &&
@@ -207,20 +202,15 @@ struct BlockFmhaPipelineQXCustomPolicy</* QLoadOnce = */ false>
     CK_TILE_HOST_DEVICE static constexpr auto GetQKBlockGemm()
     {
         using GemmProblem =
-            GemmPipelineProblem<typename Problem::QDataType,
-                                typename Problem::KDataType,
-                                typename Problem::SaccDataType,
-                                TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
-                                                       Problem::BlockFmhaShape::kN0,
-                                                       Problem::BlockFmhaShape::kK0>,
-                                              typename Problem::BlockFmhaShape::Gemm0BlockWarps,
-                                              typename Problem::BlockFmhaShape::Gemm0WarpTile>,
-                                TileGemmTraits<Problem::kPadSeqLenQ,
-                                               Problem::kPadSeqLenK,
-                                               Problem::kPadHeadDimQ,
-                                               typename tensor_layout::gemm::RowMajor,
-                                               typename tensor_layout::gemm::ColumnMajor,
-                                               typename tensor_layout::gemm::RowMajor>>;
+            BlockGemmProblem<typename Problem::QDataType,
+                             typename Problem::KDataType,
+                             typename Problem::SaccDataType,
+                             Problem::kBlockSize,
+                             TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
+                                                    Problem::BlockFmhaShape::kN0,
+                                                    Problem::BlockFmhaShape::kK0>,
+                                           typename Problem::BlockFmhaShape::Gemm0BlockWarps,
+                                           typename Problem::BlockFmhaShape::Gemm0WarpTile>>;
 
         constexpr auto warp_gemm = []() {
             if constexpr(std::is_same_v<typename Problem::QDataType, half_t> &&
@@ -968,20 +958,15 @@ struct BlockFmhaPipelineQXKSVSCustomPolicy : BlockFmhaPipelineQXCustomPolicy<QLo
     CK_TILE_HOST_DEVICE static constexpr auto GetKVBlockGemm()
     {
         using GemmProblem =
-            GemmPipelineProblem<typename Problem::PDataType,
-                                typename Problem::VDataType,
-                                typename Problem::OaccDataType,
-                                TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
-                                                       Problem::BlockFmhaShape::kN1,
-                                                       Problem::BlockFmhaShape::kK1>,
-                                              typename Problem::BlockFmhaShape::Gemm1BlockWarps,
-                                              typename Problem::BlockFmhaShape::Gemm1WarpTile>,
-                                TileGemmTraits<Problem::kPadSeqLenQ,
-                                               Problem::kPadSeqLenK,
-                                               Problem::kPadHeadDimQ,
-                                               typename tensor_layout::gemm::RowMajor,
-                                               typename tensor_layout::gemm::ColumnMajor,
-                                               typename tensor_layout::gemm::RowMajor>>;
+            BlockGemmProblem<typename Problem::PDataType,
+                             typename Problem::VDataType,
+                             typename Problem::OaccDataType,
+                             Problem::kBlockSize,
+                             TileGemmShape<sequence<Problem::BlockFmhaShape::kM0,
+                                                    Problem::BlockFmhaShape::kN1,
+                                                    Problem::BlockFmhaShape::kK1>,
+                                           typename Problem::BlockFmhaShape::Gemm1BlockWarps,
+                                           typename Problem::BlockFmhaShape::Gemm1WarpTile>>;
 
         auto warp_gemm = [&]() {
             if constexpr(std::is_same_v<typename Problem::KDataType, fp8_t> &&

include/ck_tile/ops/gemm.hpp

@@ -23,6 +23,7 @@
 #include "ck_tile/ops/gemm/block/block_gemm_problem.hpp"
 #include "ck_tile/ops/gemm/kernel/gemm_kernel.hpp"
 #include "ck_tile/ops/gemm/kernel/gemm_tile_partitioner.hpp"
+#include "ck_tile/ops/gemm/pipeline/gemm_universal_pipeline_ag_bg_cr_policy.hpp"
 #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1.hpp"
 #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1_default_policy.hpp"
 #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v2.hpp"

library/src/tensor_operation_instance/gpu/gemm_universal/device_gemm_xdl_universal_f8_f16_f16/device_gemm_xdl_universal_f8_f16_f16_mk_kn_mn.hpp

@@ -46,7 +46,7 @@ using device_gemm_xdl_universal_f8_f16_f16_mk_kn_mn_comp_instances = std::tuple<
         DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   192,   256,    64,    16,   8,  32,   32,    3,    4,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<8, 32, 1>,     S<0, 2, 1>,     S<0, 2, 1>,             1,              8,              8,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
         DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,   128,    16,   8,  32,   32,    2,    2,     S<8, 32, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<16, 16, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              8,              8,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
         DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,    64,    16,   4,  32,   32,    2,    2,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<16, 16, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              8,              4,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
-        DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,    64,    16,   8,  32,   32,    2,    2,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<8,  32, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              4,              8,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,        
+        // DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,    64,    16,   8,  32,   32,    2,    2,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<8,  32, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              4,              8,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,        
         // We prefer following instance, however, existing compiler bug cause it failed to generate sanity code.
         // DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,    64,    16,   4,  32,   32,    2,    2,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<16, 16, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              8,              4,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,
         DeviceGemm_Xdl_CShuffleV3<  Row,     Row,     Row,     F8,  F16,  F16,   F32,     F16,      PassThrough, PassThrough, PassThrough,       GemmSpec,   256,   128,   128,    64,    16,   4,  32,   32,    2,    2,     S<4, 64, 1>,     S<1, 0, 2>,    S<1, 0, 2>,               2,             16,              16,          0,    S<16, 16, 1>,    S<0, 2, 1>,     S<0, 2, 1>,             1,              8,              4,          0,          1,           1,                   S<1, 32, 1, 8>,               8,  BlockGemmPipelineScheduler::Interwave, BlockGemmPipelineVersion::v1>

test/data_type/CMakeLists.txt

@@ -18,4 +18,9 @@ if(result EQUAL 0)
   target_link_libraries(test_bf8 PRIVATE utility)
 endif()
 
+add_gtest_executable(test_custom_type test_custom_type.cpp)
+if(result EQUAL 0)
+  target_link_libraries(test_custom_type PRIVATE utility)
+endif()
+
 add_gtest_executable(test_type_convert_const type_convert_const.cpp)