ROCm/composable_kernel
1
0
Fork 0
mirror of https://github.com/ROCm/composable_kernel.git synced 2026-04-20 06:49:15 +00:00
Code Issues Packages Projects Releases Wiki Activity

[CK_BUILDER] Add grouped conv bwd ck tile traits (#3281)

Browse Source 
* [CK_BUILDER] Add grouped conv bwd ck tile traits

* copilot fixes
This commit is contained in:
Bartłomiej Kocot
2025-11-25 14:57:43 +01:00
committed by GitHub
parent ab0101c59c
commit 9ac2666d5b
10 changed files with 583 additions and 13 deletions
Download Patch File Download Diff File Expand all files Collapse all files

133
experimental/builder/test/test_bwd_data_instance_traits.cpp Normal file
View File

@@ -0,0 +1,133 @@
// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
#include <gtest/gtest.h>
#include <ck/ck.hpp>
#include <ck_tile/builder/reflect/instance_traits.hpp>
#include <ck_tile/builder/reflect/instance_traits_tile_grouped_convolution_backward_data.hpp>
namespace {
TEST(InstanceTraits, TileInstanceStringReturnsCorrectFormat)
{
using GroupedConvTraitsType =
ck_tile::GroupedConvTraits<2 /*NDimSpatial*/,
ck_tile::ConvolutionSpecialization::Default /*ConvSpec*/,
ck_tile::tensor_layout::convolution::NHWGC /*InLayout*/,
ck_tile::tensor_layout::convolution::GKYXC /*WeiLayout*/,
ck_tile::tuple<> /*DsLayout*/,
ck_tile::tensor_layout::convolution::NHWGK /*OutLayout*/,
4 /*VectorSizeA*/,
4 /*VectorSizeB*/,
4 /*VectorSizeC*/,
1 /*NumGroupsToMerge*/,
false /*EnableSplitImage*/>;
using GemmShape = ck_tile::TileGemmShape<
ck_tile::sequence<128 /*M_Tile*/, 128 /*N_Tile*/, 32 /*K_Tile*/>,
ck_tile::sequence<4 /*M_Warp*/, 1 /*N_Warp*/, 1 /*K_Warp*/>,
ck_tile::sequence<16 /*M_Warp_Tile*/, 16 /*N_Warp_Tile*/, 16 /*K_Warp_Tile*/>>;
using TilePartitioner = ck_tile::GemmSpatiallyLocalTilePartitioner<
GemmShape,
GroupedConvTraitsType::FixedGemmParams::TilePartitionerGroupNum,
GroupedConvTraitsType::FixedGemmParams::TilePartitionerM01>;
using GemmUniversalTraits = ck_tile::TileGemmUniversalTraits<
GroupedConvTraitsType::FixedGemmParams::kPadM,
GroupedConvTraitsType::FixedGemmParams::kPadN,
GroupedConvTraitsType::FixedGemmParams::kPadK,
false /*DoubleSmemBuffer*/,
typename GroupedConvTraitsType::AsLayoutBwdData,
typename GroupedConvTraitsType::BsLayoutBwdData,
typename GroupedConvTraitsType::CLayoutBwdData,
GroupedConvTraitsType::FixedGemmParams::TransposeC,
GroupedConvTraitsType::FixedGemmParams::UseStructuredSparsity,
GroupedConvTraitsType::FixedGemmParams::Persistent,
1 /*NumWaveGroups*/>;
using UniversalGemmProblem = ck_tile::UniversalGemmPipelineProblem<
ck_tile::bf16_t /*OutDataType*/,
ck_tile::bf16_t /*WeiDataType*/,
float /*AccDataType*/,
GemmShape,
GemmUniversalTraits,
ck_tile::GemmPipelineScheduler::Intrawave /*scheduler*/,
true /*has_hot_loop_v*/,
ck_tile::TailNumber::Full /*tail_number_v*/,
ck_tile::element_wise::PassThrough /*AElementwiseOperation*/,
ck_tile::element_wise::PassThrough /*BElementwiseOperation*/,
ck_tile::bf16_t /*InDataType*/,
GroupedConvTraitsType::FixedGemmParams::FixedVectorSize,
GroupedConvTraitsType::VectorSizeA,
GroupedConvTraitsType::VectorSizeB>;
using GemmPipeline = typename ck_tile::GemmPipelineAgBgCrCompV3<UniversalGemmProblem>;
using ConvEpilogue = ck_tile::CShuffleEpilogue<
ck_tile::CShuffleEpilogueProblem<ck_tile::bf16_t /*OutDataType*/,
ck_tile::bf16_t /*WeiDataType*/,
ck_tile::tuple<> /*DsDataType*/,
float /*AccDataType*/,
ck_tile::bf16_t /*InDataType*/,
typename GroupedConvTraitsType::ImplicitGemmDsLayout,
typename GroupedConvTraitsType::FixedGemmParams::ELayout,
ck_tile::element_wise::PassThrough /*CDElementWise*/,
128 /*MPerBlock*/,
128 /*NPerBlock*/,
4 /*M_Warp*/,
1 /*N_Warp*/,
16 /*M_Warp_Tile*/,
16 /*N_Warp_Tile*/,
16 /*K_Warp_Tile*/,
GroupedConvTraitsType::FixedGemmParams::TransposeC,
ck_tile::memory_operation_enum::set /*memory_operation*/,
1 /*kNumWaveGroups*/,
GroupedConvTraitsType::FixedGemmParams::FixedVectorSize,
GroupedConvTraitsType::VectorSizeC>>;
using GroupedConvBwdDataKernel =
ck_tile::GroupedConvolutionBackwardDataKernel<GroupedConvTraitsType,
TilePartitioner,
GemmPipeline,
ConvEpilogue>;
std::string instance_str = ck_tile::reflect::instance_string<GroupedConvBwdDataKernel>();
std::string expected_str = "GroupedConvolutionBackwardDataKernel"
"<2" // NDimSpatial
",Default" // ConvSpecialization
",NHWGC" // InLayout
",GKYXC" // WeiLayout
",EmptyTuple" // DsLayout
",NHWGK" // OutLayout
",4" // VectorSizeA
",4" // VectorSizeB
",4" // VectorSizeC
",1" // NumGroupsToMerge
",0" // EnableSplitImage
",128" // MPerBlock
",128" // NPerBlock
",32" // KPerBlock
",4" // MWarp
",1" // NWarp
",1" // KWarp
",16" // MWarpTile
",16" // NWarpTile
",16" // KWarpTile
",bf16" // ADataType
",bf16" // BDataType
",COMPUTE_V3" // BlkGemmPipelineVer
",Intrawave" // BlkGemmPipeSched
",0" // DoubleSmemBuffer
",1" // NumWaveGroups
",fp32" // AccDataType
",bf16" // EDataType
",EmptyTuple" // DsDataType
",PassThrough" // CDEElementwiseOperation
">";
EXPECT_EQ(instance_str, expected_str);
}
} // anonymous namespace