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Commit a9a3a3e2 authored by ozturkosu's avatar ozturkosu
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bug fixed

parent 9c5b2f39
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library/src/tensor_operation_instance/gpu/gemm_universal_streamk/device_gemm_xdl_universal_streamk_bf16_bf16_bf16/device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn.hpp
View file @ a9a3a3e2
......@@ -43,7 +43,7 @@ using device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_comp_instances =
//#########################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
// Compute friendly
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 256, 32, 8, 8, 32, 32, 4, 4, S<4, 64, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 256, 32, 8, 8, 32, 32, 4, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, S<4, 64, 1>, S<1, 0, 2>, "N, K0, K1" S<1, 0, 2>, 2, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 256, 32, 4, 4, 32, 32, 4, 4, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 4, 0, S<8, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 4, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 256, 32, 2, 2, 32, 32, 4, 4, S<16,16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 2, 2, 0, S<16,16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 2, 2, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v4>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 256, 32, 8, 8, 32, 32, 4, 4, S<4, 64, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
......@@ -55,7 +55,51 @@ using device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_comp_instances =
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 256, 224, 64, 8, 8, 16, 16, 8, 7, S<8, 32, 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, 8, 8, 0, 2, 1, S<1, 32, 1, 8>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 8, 32, 32, 2, 2, S<8, 32, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v3>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 8, 32, 32, 2, 2, S<8, 32, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Intrawave, BlockGemmPipelineVersion::v5>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 8, 32, 32, 2, 2, S<8, 32, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Interwave, BlockGemmPipelineVersion::v1>
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 128, 128, 64, 8, 8, 32, 32, 2, 2, S<8, 32, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlockGemmPipelineScheduler::Interwave, BlockGemmPipelineVersion::v1>,
// // Emin Added Kernel Instance
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec,
// Tiling Parameters - How to partition 'Block tiling - wave tiling'
256, // Block Size
128, // MPer Block
128, // NPer Block
64, // KPer Block
8, // AK1 ::
8, // BK1 float4 float8
32, // MPer XDL
32, // NPer XDL
2, // MXdl Per Wave
2, // NXdl Per Wave
// For Tensor A these define how to copy data from Global to Shared Mem
S<8, 32, 1>, // ABlockTransfer ThreadCluster Lengths_K0_M_K1
S<1, 0, 2>, // ABlockTransfer ThreadCluster ArrangeOrder !!!!! Determined by Layout
S<1, 0, 2>, // ABlockTransfer SrcAccessOrder !!!!!! Determined by Layout , Always 1-0-2 If A is row major ,
2, // ABlockTransfer SrcVectorDim !! If A is row major this is always 2
2, // ABlockTransfer SrcScalar PerVector // How you read 'A tensor' data from global memory
8, // ABlockTransfer DstScalar PerVector_K1 // How you write 'A tensor' data to shared memory
0, // ABlockLds AddExtraM
// For Tensor B these define how to copy data from Global to Shared Mem
S<8, 32, 1>, // BBlockTransfer ThreadCluster Lengths_K0_N_K1
S<1, 0, 2>, // BBlockTransfer ThreadCluster ArrangeOrder Always 1-0-2 If B is col major
S<1, 0, 2>, // BBlockTransfer SrcAccessOrder Always 1-0-2 If B is col major
2, // BBlockTransfer SrcVectorDim !! If B is column major this is always 2
2, // BBlockTransfer SrcScalar PerVector
8, // BlockTransfer DstScalar PerVector_k1
0, // B BlockLdsAddExtraN
1, // CShuffle MXdlPerWave PerShuffle ::
1, // CShuffle NXdlPerWave 2 OR 1 it depens on kernel sometimes only 1
S<1, 16, 1, 16>,
2,
BlockGemmPipelineScheduler::Interwave,
BlockGemmPipelineVersion::v1>
// ...existing code...
// clang-format on
>;
......@@ -84,7 +128,46 @@ using device_gemm_xdl_universal_streamk_bf16_bf16_bf16_mk_nk_mn_mem_instances =
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 16, 32, 64, 8, 8, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v2>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 16, 64, 64, 8, 8, 16, 16, 1, 2, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v2>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 128, 16, 128, 64, 8, 8, 16, 16, 1, 4, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 8>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v2>,
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 16, 256, 64, 8, 8, 16, 16, 1, 4, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v2>
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec, 256, 16, 256, 64, 8, 8, 16, 16, 1, 4, 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, 8, 8, 0, 1, 1, S<1, 16, 1, 16>, 4, BlkGemmPipeSched, BlockGemmPipelineVersion::v2>,
// // Emin Added Kernel Instance
DeviceGemm_Xdl_CShuffle_Streamk_V3< Row, Col, Row, BF16, BF16, BF16, F32, BF16, PassThrough, PassThrough, PassThrough, GemmSpec,
// Tiling Parameters - How to partition 'Block tiling - wave tiling
256, // Block Size
16, // MPer Block
256, // NPer Block
64, // KPer Block
8, // AK1 ::
8, // BK1 float4 float8
16, // MPer XDL
16, // NPer XDL
1, // MXdl Per Wave
4, // NXdl Per Wave
// For Tensor A these define how to copy data from Global to Shared Mem
S<8, 16, 1>, //S<8, 32, 1>, // ABlockTransfer ThreadCluster Lengths_K0_M_K1
S<1, 0, 2>, // ABlockTransfer ThreadCluster ArrangeOrder !!!!! Determined by Layout
S<1, 0, 2>, // ABlockTransfer SrcAccessOrder !!!!!! Determined by Layout , Always 1-0-2 If A is row major ,
2, // ABlockTransfer SrcVectorDim !! If A is row major this is always 2
2, // ABlockTransfer SrcScalar PerVector // How you read 'A tensor' data from global memory
8, // ABlockTransfer DstScalar PerVector_K1 // How you write 'A tensor' data to shared memory
0, // ABlockLds AddExtraM
// For Tensor B these define how to copy data from Global to Shared Mem
S<8, 16, 1>, // BBlockTransfer ThreadCluster Lengths_K0_N_K1
S<1, 0, 2>, // BBlockTransfer ThreadCluster ArrangeOrder Always 1-0-2 If B is col major
S<1, 0, 2>, // BBlockTransfer SrcAccessOrder Always 1-0-2 If B is col major
2, // BBlockTransfer SrcVectorDim !! If B is column major this is always 2
2, // BBlockTransfer SrcScalar PerVector
8,
0,
1,
1,
S<1, 16, 1, 16>,
2,
BlkGemmPipeSched,
BlockGemmPipelineVersion::v2>
// clang-format on
>;
} // namespace instance
......
profiler/src/profile_gemm_universal_streamk.cpp 100644 → 100755
View file @ a9a3a3e2
......@@ -55,7 +55,28 @@ int profile_gemm_universal_streamk(int argc, char* argv[])
printf("arg18: memory for rotating buffer (default 0, size in MB)\n");
exit(1);
}
int M;
int N;
int StrideA;
int StrideB;
// Analyze the unsupported matrix shapes, switch the M and N number
if(std::stoi(argv[9]) % 8 != 0 && std::stoi(argv[8]) % 8 == 0)
{
M = std::stoi(argv[9]);
StrideA = std::stoi(argv[12]);
N = std::stoi(argv[8]);
StrideB = std::stoi(argv[11]);
}
else
{
M = std::stoi(argv[8]);
StrideA = std::stoi(argv[11]);
N = std::stoi(argv[9]);
StrideB = std::stoi(argv[12]);
}
const auto data_type = static_cast<GemmDataType>(std::stoi(argv[2]));
const auto layout = static_cast<GemmMatrixLayout>(std::stoi(argv[3]));
const bool do_verification = std::stoi(argv[4]);
......@@ -63,12 +84,12 @@ int profile_gemm_universal_streamk(int argc, char* argv[])
const bool do_log = std::stoi(argv[6]);
const bool time_kernel = std::stoi(argv[7]);
const int M = std::stoi(argv[8]);
const int N = std::stoi(argv[9]);
// const int M = std::stoi(argv[8]);
// const int N = std::stoi(argv[9]);
const int K = std::stoi(argv[10]);
const int StrideA = std::stoi(argv[11]);
const int StrideB = std::stoi(argv[12]);
// const int StrideA = std::stoi(argv[11]);
// const int StrideB = std::stoi(argv[12]);
const int StrideC = std::stoi(argv[13]);
const int Streamk_sel = std::stoi(argv[14]);
const int Grid_size = std::stoi(argv[15]);
......
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