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Commit a61084f4 authored by coderfeli's avatar coderfeli Committed by mtgu0705
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opt gemm2 to 2x2 wave

parent 854cd8b4
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Showing with 8 additions and 6 deletions
example/65_gemm_multiply_multiply/moe_gemm2.cpp
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...@@ -127,12 +127,14 @@ using CDEElementOp = MulABScaleExpertWeight; ...@@ -127,12 +127,14 @@ using CDEElementOp = MulABScaleExpertWeight;
static constexpr auto GemmSpec = ck::tensor_operation::device::GemmSpecialization::Default; static constexpr auto GemmSpec = ck::tensor_operation::device::GemmSpecialization::Default;
static constexpr ck::index_t MPerBlock = 128; static constexpr ck::index_t MPerBlock = 128;
static constexpr ck::index_t BLOCKSIZE = 256; static constexpr ck::index_t BLOCKSIZE = 256;
static constexpr ck::index_t MXDLPerWave = 2;
static constexpr ck::index_t NXDLPerWave = 2;
static constexpr ck::index_t NPerBlock = 128; static constexpr ck::index_t NPerBlock = 128;
static constexpr ck::index_t MNPerXDL = 32; static constexpr ck::index_t MNPerXDL = 32;
static constexpr ck::index_t KPerBlock = 256 / sizeof(A0DataType); static constexpr ck::index_t KPerBlock = 128 / sizeof(A0DataType);
static constexpr ck::index_t MXDLPerWave = MPerBlock / 32; //todo fix this constraint // static constexpr ck::index_t MXDLPerWave = MPerBlock / 32; //todo fix this constraint
static constexpr ck::index_t CShuffleMXDLPerWave = MPerBlock / 32; // static constexpr ck::index_t CShuffleMXDLPerWave = MPerBlock / 32;
static constexpr ck::index_t CShuffleNLane = NPerBlock / 2; static constexpr ck::index_t CShuffleNLane = 32;
static constexpr ck::index_t CShuffleMLane = BLOCKSIZE / CShuffleNLane; static constexpr ck::index_t CShuffleMLane = BLOCKSIZE / CShuffleNLane;
static constexpr ck::index_t AK1 = 16 / sizeof(A0DataType); static constexpr ck::index_t AK1 = 16 / sizeof(A0DataType);
static constexpr ck::index_t BK1 = 16 / sizeof(B0DataType); static constexpr ck::index_t BK1 = 16 / sizeof(B0DataType);
...@@ -159,7 +161,7 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceMoeGemm ...@@ -159,7 +161,7 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceMoeGemm
// mn_perxdl // mn_perxdl
MNPerXDL, MNPerXDL, MNPerXDL, MNPerXDL,
// mn_xdlperwave // mn_xdlperwave
MXDLPerWave, 1, MXDLPerWave, NXDLPerWave,
// a,b: loadtranfer cluster, cluster order, srcorder,VECDIM, srcpervec, dstpervec, lds_extra // a,b: loadtranfer cluster, cluster order, srcorder,VECDIM, srcpervec, dstpervec, lds_extra
// S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, // S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0,
// S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0, // S<16, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 0,
...@@ -168,7 +170,7 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceMoeGemm ...@@ -168,7 +170,7 @@ using DeviceOpInstance = ck::tensor_operation::device::DeviceMoeGemm
// CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer| // CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
// MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector| // MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
// PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl| // PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
CShuffleMXDLPerWave, 1, S<1, CShuffleMLane, 1, CShuffleNLane>, S<EVec, D0Vec, D1Vec, D2Vec>, MXDLPerWave, 1, S<1, CShuffleMLane, 1, CShuffleNLane>, S<EVec, D0Vec, D1Vec, D2Vec>,
ck::BlockGemmPipelineScheduler::Intrawave, ck::BlockGemmPipelineVersion::v1, true, false, A0DataType>; ck::BlockGemmPipelineScheduler::Intrawave, ck::BlockGemmPipelineVersion::v1, true, false, A0DataType>;
// kernel 2: 128->32x128x128 // kernel 2: 128->32x128x128
// < Row, Col, DsLayout, ELayout, A0DataType, B0DataType, DsDataType, EDataType, AccDataType, CShuffleDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 128, 32, 128, 128, 16, 16, 32, 32, 1, 2, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<8, 8, 1>, ck::BlockGemmPipelineScheduler::Interwave, ck::BlockGemmPipelineVersion::v1, EDataType>; // < Row, Col, DsLayout, ELayout, A0DataType, B0DataType, DsDataType, EDataType, AccDataType, CShuffleDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 128, 32, 128, 128, 16, 16, 32, 32, 1, 2, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, S<8, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, 0, 1, 1, S<1, 16, 1, 8>, S<8, 8, 1>, ck::BlockGemmPipelineScheduler::Interwave, ck::BlockGemmPipelineVersion::v1, EDataType>;
......
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