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Added Multi_ABD support into Gemm and GroupedGemmFixedNK (#978)
* added an example grouped_gemm_multi_abd * fixed ci * add setElementwiseOp * changed API * clean code: add multiA into example * fixed v7r2 copy * add transpose * clean * fixed vector_load check * Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update example/15_grouped_gemm/grouped_gemm_multi_abd_xdl_fixed_nk_bias_fp16.cpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_multiple_abd_xdl_cshuffle.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_multiple_abd_xdl_cshuffle.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd_fixed_nk.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd_fixed_nk.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * add reduce * testing * add example_b16_i8 * refactor example * clean * add mpading * disable reduce for kbatch = 1 * seperate reduce device op * add reduce op * add guard for workspace_size * add instances * format * fixed * add client example * add a colmajor * add instances * Update cmake-ck-dev.sh * Update profile_gemm_splitk.cpp * Update gridwise_gemm_xdlops_v2r4r2.hpp * format * Update profile_gemm_splitk.cpp * fixed * fixed * adjust test * adjust precision loss * adjust test * fixed * add bf16_i8 scale bias * fixed scale * fixed scale elementwise_op * revert contraction deviceop changes * fixed * Add AddFastGelu * Revert "Merge branch 'jizhan/gemm_splitk_reduce' into grouped_gemm_multi_abd_fixed_nk_example" This reverts commit3b5d001efd, reversing changes made to943199a991. * add Scales into elementwise * add gemm_multi_abd client example * add client examples * add rcr and crr * add grouped gemm client example * add grouped gemm client example * add instance for rcr crr * format * fixed * fixed cmake * fixed * fixed client_example * format * fixed contraction isSupport * Update include/ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd_fixed_nk.hpp Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> * Update device_reduce_threadwise.hpp * clean * Fixes * Fix example --------- Co-authored-by: Jing Zhang <jizha@amd.com> Co-authored-by: Bartłomiej Kocot <barkocot@amd.com> [ROCm/composable_kernel commit:12865fbf28]
This commit is contained in:
zjing14
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# ONLY XDL_KERNELS
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set(GEMM_MULTI_ABD_INSTANCES)
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list(APPEND GEMM_MULTI_ABD_INSTANCES
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device_gemm_xdl_multi_abd_bias_gelu_bf16_i8_bf16_mk_kn_mn_v1_instance.cpp
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device_gemm_xdl_multi_abd_bias_gelu_bf16_i8_bf16_mk_nk_mn_v1_instance.cpp
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device_gemm_xdl_multi_abd_bias_gelu_bf16_i8_bf16_km_kn_mn_v1_instance.cpp
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)
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add_instance_library(device_gemm_multi_abd_instance ${GEMM_MULTI_ABD_INSTANCES})
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@@ -0,0 +1,101 @@
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// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
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#include <cstdlib>
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#include "ck/ck.hpp"
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#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
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#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
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#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
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#include "ck/tensor_operation/gpu/element/binary_element_wise_operation.hpp"
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#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
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namespace ck {
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namespace tensor_operation {
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namespace device {
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namespace instance {
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template <ck::index_t... Is>
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using S = ck::Sequence<Is...>;
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using BF16 = ck::bhalf_t;
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using I8 = int8_t;
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using F32 = float;
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using Row = ck::tensor_layout::gemm::RowMajor;
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using Col = ck::tensor_layout::gemm::ColumnMajor;
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using A0DataType = BF16;
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using AsDataType = ck::Tuple<A0DataType>;
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using B0DataType = I8;
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using B1DataType = BF16;
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using BsDataType = ck::Tuple<B0DataType, B1DataType>;
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using AccDataType = F32;
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using CShuffleDataType = BF16;
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using D0DataType = BF16;
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// using DsDataType = ck::Tuple<D0DataType>;
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using EDataType = BF16;
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using A0Layout = Col;
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using AsLayout = ck::Tuple<A0Layout>;
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using B0Layout = Row;
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using B1Layout = B0Layout;
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using BsLayout = ck::Tuple<B0Layout, B1Layout>;
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using D0Layout = Row;
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// using DsLayout = ck::Tuple<D0Layout>;
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using ELayout = Row;
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using Scales = ck::tensor_operation::element_wise::Scales;
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using PassThrough = ck::tensor_operation::element_wise::PassThrough;
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using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
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using FastGelu = ck::tensor_operation::element_wise::FastGelu;
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using Add = ck::tensor_operation::element_wise::Add;
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using AElementOp = PassThrough;
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using BElementOp = Scales;
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// using CDEElementOp = AddFastGelu;
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static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
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static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
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static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
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// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
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template <typename DsLayout,
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typename DsDataType,
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typename CDEElementOp,
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ck::tensor_operation::device::GemmSpecialization GemmSpec,
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ck::PipelineVersion PipVer,
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ck::LoopScheduler LoopSche>
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using device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_instances = std::tuple<
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// clang-format off
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//###############################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM| NumGemmK| Block| MPer| NPer| K0Per| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
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//###############################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| 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|
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//###############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
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//###############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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//PipelineVersion::v1
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 256, 32, 8, 8, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 48, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 192, 64, 32, 8, 8, 32, 32, 3, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 24, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 192, 32, 32, 8, 8, 32, 32, 3, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 64, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 32, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 32, 32, 8, 8, 32, 32, 2, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 32, 32, 32, 8, 8, 32, 32, 1, 1, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
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DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 16, 32, 32, 8, 8, 16, 16, 1, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 4>, 4, LoopSche, PipVer>
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// clang-format on
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>;
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} // namespace instance
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} // namespace device
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} // namespace tensor_operation
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} // namespace ck
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@@ -0,0 +1,101 @@
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// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
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#include <cstdlib>
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#include "ck/ck.hpp"
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#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
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#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
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#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
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#include "ck/tensor_operation/gpu/element/binary_element_wise_operation.hpp"
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#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
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namespace ck {
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namespace tensor_operation {
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namespace device {
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namespace instance {
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template <ck::index_t... Is>
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using S = ck::Sequence<Is...>;
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using BF16 = ck::bhalf_t;
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using I8 = int8_t;
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using F32 = float;
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using Row = ck::tensor_layout::gemm::RowMajor;
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using Col = ck::tensor_layout::gemm::ColumnMajor;
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using A0DataType = BF16;
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using AsDataType = ck::Tuple<A0DataType>;
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using B0DataType = I8;
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using B1DataType = BF16;
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using BsDataType = ck::Tuple<B0DataType, B1DataType>;
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using AccDataType = F32;
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using CShuffleDataType = BF16;
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using D0DataType = BF16;
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// using DsDataType = ck::Tuple<D0DataType>;
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using EDataType = BF16;
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using A0Layout = Row;
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using AsLayout = ck::Tuple<A0Layout>;
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using B0Layout = Row;
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using B1Layout = B0Layout;
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using BsLayout = ck::Tuple<B0Layout, B1Layout>;
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using D0Layout = Row;
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// using DsLayout = ck::Tuple<D0Layout>;
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using ELayout = Row;
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using Scales = ck::tensor_operation::element_wise::Scales;
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using PassThrough = ck::tensor_operation::element_wise::PassThrough;
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using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
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using FastGelu = ck::tensor_operation::element_wise::FastGelu;
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using Add = ck::tensor_operation::element_wise::Add;
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using AElementOp = PassThrough;
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using BElementOp = Scales;
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// using CDEElementOp = AddFastGelu;
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|
||||
static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
|
||||
static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
|
||||
static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
|
||||
|
||||
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
|
||||
template <typename DsLayout,
|
||||
typename DsDataType,
|
||||
typename CDEElementOp,
|
||||
ck::tensor_operation::device::GemmSpecialization GemmSpec,
|
||||
ck::PipelineVersion PipVer,
|
||||
ck::LoopScheduler LoopSche>
|
||||
using device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_instances = std::tuple<
|
||||
// clang-format off
|
||||
//###############################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM| NumGemmK| Block| MPer| NPer| K0Per| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
|
||||
//###############################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| 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|
|
||||
//###############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
|
||||
//###############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
||||
//PipelineVersion::v1
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 256, 32, 8, 8, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 48, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 192, 64, 32, 8, 8, 32, 32, 3, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 24, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 192, 32, 32, 8, 8, 32, 32, 3, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 64, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 32, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 32, 32, 8, 8, 32, 32, 2, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 32, 32, 32, 8, 8, 32, 32, 1, 1, S<2, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 16, 32, 32, 8, 8, 16, 16, 1, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, true, 1, 1, S<1, 16, 1, 4>, 4, LoopSche, PipVer>
|
||||
// clang-format on
|
||||
>;
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,101 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
|
||||
|
||||
#include "ck/tensor_operation/gpu/element/binary_element_wise_operation.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
template <ck::index_t... Is>
|
||||
using S = ck::Sequence<Is...>;
|
||||
|
||||
using BF16 = ck::bhalf_t;
|
||||
using I8 = int8_t;
|
||||
using F32 = float;
|
||||
|
||||
using Row = ck::tensor_layout::gemm::RowMajor;
|
||||
using Col = ck::tensor_layout::gemm::ColumnMajor;
|
||||
|
||||
using A0DataType = BF16;
|
||||
using AsDataType = ck::Tuple<A0DataType>;
|
||||
using B0DataType = I8;
|
||||
using B1DataType = BF16;
|
||||
using BsDataType = ck::Tuple<B0DataType, B1DataType>;
|
||||
using AccDataType = F32;
|
||||
using CShuffleDataType = BF16;
|
||||
using D0DataType = BF16;
|
||||
// using DsDataType = ck::Tuple<D0DataType>;
|
||||
using EDataType = BF16;
|
||||
|
||||
using A0Layout = Row;
|
||||
using AsLayout = ck::Tuple<A0Layout>;
|
||||
using B0Layout = Col;
|
||||
using B1Layout = B0Layout;
|
||||
using BsLayout = ck::Tuple<B0Layout, B1Layout>;
|
||||
using D0Layout = Row;
|
||||
// using DsLayout = ck::Tuple<D0Layout>;
|
||||
using ELayout = Row;
|
||||
|
||||
using Scales = ck::tensor_operation::element_wise::Scales;
|
||||
using PassThrough = ck::tensor_operation::element_wise::PassThrough;
|
||||
using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
|
||||
using FastGelu = ck::tensor_operation::element_wise::FastGelu;
|
||||
using Add = ck::tensor_operation::element_wise::Add;
|
||||
|
||||
using AElementOp = PassThrough;
|
||||
using BElementOp = Scales;
|
||||
// using CDEElementOp = AddFastGelu;
|
||||
|
||||
static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
|
||||
static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
|
||||
static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
|
||||
|
||||
// Compilation parameters for a[m, k] * b[k, n] = c[m, n]
|
||||
template <typename DsLayout,
|
||||
typename DsDataType,
|
||||
typename CDEElementOp,
|
||||
ck::tensor_operation::device::GemmSpecialization GemmSpec,
|
||||
ck::PipelineVersion PipVer,
|
||||
ck::LoopScheduler LoopSche>
|
||||
using device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_instances = std::tuple<
|
||||
// clang-format off
|
||||
//###############################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM| NumGemmK| Block| MPer| NPer| K0Per| AK1| BK1| MPer| NPer| MXdl| NXdl| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds| BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds| CShuffle| CShuffle| CBlockTransferClusterLengths| CBlockTransfer|
|
||||
//###############################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization| Prefetch| Size| 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|
|
||||
//###############################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NXdlPerWave_NWaveNPerXdl| _NWaveNPerXdl|
|
||||
//###############################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
||||
//PipelineVersion::v1
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 256, 32, 8, 8, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 48, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 192, 64, 32, 8, 8, 32, 32, 3, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 192, 32, 8, 8, 32, 32, 1, 3, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 24, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 192, 32, 32, 8, 8, 32, 32, 3, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 64, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 32, 32, 8, 8, 32, 32, 1, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 32, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 8>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 32, 32, 8, 8, 32, 32, 2, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 32, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 32, 32, 32, 8, 8, 32, 32, 1, 1, S<2, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 4>, 8, LoopSche, PipVer>,
|
||||
DeviceGemmMultipleABD_Xdl_CShuffle< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 64, 16, 32, 32, 8, 8, 16, 16, 1, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, true, 1, 1, S<1, 16, 1, 4>, 4, LoopSche, PipVer>
|
||||
// clang-format on
|
||||
>;
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,115 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
|
||||
|
||||
#include "device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_common.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_bias_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_bias_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_km_kn_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,115 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
|
||||
|
||||
#include "device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_common.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,115 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_gemm_multiple_abd_xdl_cshuffle.hpp"
|
||||
|
||||
#include "device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_common.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
void add_device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_gelu_v1_instances(
|
||||
std::vector<std::unique_ptr<DeviceGemmMultipleABD<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_gemm_xdl_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding,
|
||||
PipelineVersion::v1,
|
||||
LoopScheduler::Default>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,10 @@
|
||||
# ONLY XDL_KERNELS
|
||||
set(GROUPED_GEMM_FIXED_NK_MULTI_ABD_INSTANCES)
|
||||
|
||||
list(APPEND GROUPED_GEMM_FIXED_NK_MULTI_ABD_INSTANCES
|
||||
device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_kn_mn_instance.cpp
|
||||
device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_mk_nk_mn_instance.cpp
|
||||
device_grouped_gemm_xdl_fixed_nk_bias_gelu_bf16_i8_bf16_km_kn_mn_instance.cpp
|
||||
)
|
||||
|
||||
add_instance_library(device_grouped_gemm_fixed_nk_multi_abd_instance ${GROUPED_GEMM_FIXED_NK_MULTI_ABD_INSTANCES})
|
||||
@@ -0,0 +1,89 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
template <ck::index_t... Is>
|
||||
using S = ck::Sequence<Is...>;
|
||||
|
||||
using BF16 = ck::bhalf_t;
|
||||
using I8 = int8_t;
|
||||
using F32 = float;
|
||||
|
||||
using Row = ck::tensor_layout::gemm::RowMajor;
|
||||
using Col = ck::tensor_layout::gemm::ColumnMajor;
|
||||
|
||||
using A0DataType = BF16;
|
||||
using AsDataType = ck::Tuple<A0DataType>;
|
||||
using B0DataType = I8;
|
||||
using B1DataType = BF16;
|
||||
using BsDataType = ck::Tuple<B0DataType, B1DataType>;
|
||||
using AccDataType = F32;
|
||||
using CShuffleDataType = BF16;
|
||||
using D0DataType = BF16;
|
||||
// using DsDataType = ck::Tuple<D0DataType>;
|
||||
using EDataType = BF16;
|
||||
|
||||
using A0Layout = Col;
|
||||
using AsLayout = ck::Tuple<A0Layout>;
|
||||
using B0Layout = Row;
|
||||
using B1Layout = B0Layout;
|
||||
using BsLayout = ck::Tuple<B0Layout, B1Layout>;
|
||||
using D0Layout = Row;
|
||||
// using DsLayout = ck::Tuple<Row>;
|
||||
using ELayout = Row;
|
||||
|
||||
using Scales = ck::tensor_operation::element_wise::Scales;
|
||||
using PassThrough = ck::tensor_operation::element_wise::PassThrough;
|
||||
using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
|
||||
using Add = ck::tensor_operation::element_wise::Add;
|
||||
using FastGelu = ck::tensor_operation::element_wise::FastGelu;
|
||||
|
||||
using AElementOp = PassThrough;
|
||||
using BElementOp = Scales;
|
||||
// using CDEElementOp = AddFastGelu;
|
||||
|
||||
static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
|
||||
static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
|
||||
static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
|
||||
|
||||
template <typename DsLayout,
|
||||
typename DsDataType,
|
||||
typename CDEElementOp,
|
||||
ck::tensor_operation::device::GemmSpecialization GemmSpec>
|
||||
using device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances = std::tuple<
|
||||
// clang-format off
|
||||
//######################################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM|NumGemmK| Block| 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|
|
||||
//######################################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization|Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
|
||||
//######################################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
|
||||
//######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 2, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, S<16,16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 2, 32, 32, 1, 2, S<4, 32, 2>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 4, 1, S<8, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 32, 2>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 4, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 2, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, 1, S<8, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 2, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 16, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, 1, 1, 1, S<1, 16, 1, 8>, 8>
|
||||
// clang-format on
|
||||
>;
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,89 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
template <ck::index_t... Is>
|
||||
using S = ck::Sequence<Is...>;
|
||||
|
||||
using BF16 = ck::bhalf_t;
|
||||
using I8 = int8_t;
|
||||
using F32 = float;
|
||||
|
||||
using Row = ck::tensor_layout::gemm::RowMajor;
|
||||
using Col = ck::tensor_layout::gemm::ColumnMajor;
|
||||
|
||||
using A0DataType = BF16;
|
||||
using AsDataType = ck::Tuple<A0DataType>;
|
||||
using B0DataType = I8;
|
||||
using B1DataType = BF16;
|
||||
using BsDataType = ck::Tuple<B0DataType, B1DataType>;
|
||||
using AccDataType = F32;
|
||||
using CShuffleDataType = BF16;
|
||||
using D0DataType = BF16;
|
||||
// using DsDataType = ck::Tuple<D0DataType>;
|
||||
using EDataType = BF16;
|
||||
|
||||
using A0Layout = Row;
|
||||
using AsLayout = ck::Tuple<A0Layout>;
|
||||
using B0Layout = Row;
|
||||
using B1Layout = B0Layout;
|
||||
using BsLayout = ck::Tuple<B0Layout, B1Layout>;
|
||||
using D0Layout = Row;
|
||||
// using DsLayout = ck::Tuple<Row>;
|
||||
using ELayout = Row;
|
||||
|
||||
using Scales = ck::tensor_operation::element_wise::Scales;
|
||||
using PassThrough = ck::tensor_operation::element_wise::PassThrough;
|
||||
using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
|
||||
using Add = ck::tensor_operation::element_wise::Add;
|
||||
using FastGelu = ck::tensor_operation::element_wise::FastGelu;
|
||||
|
||||
using AElementOp = PassThrough;
|
||||
using BElementOp = Scales;
|
||||
// using CDEElementOp = AddFastGelu;
|
||||
|
||||
static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
|
||||
static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
|
||||
static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
|
||||
|
||||
template <typename DsLayout,
|
||||
typename DsDataType,
|
||||
typename CDEElementOp,
|
||||
ck::tensor_operation::device::GemmSpecialization GemmSpec>
|
||||
using device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances = std::tuple<
|
||||
// clang-format off
|
||||
//######################################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM|NumGemmK| Block| 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|
|
||||
//######################################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization|Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
|
||||
//######################################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
|
||||
//######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 2, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<16,16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 2, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<8, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 2, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<8, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 8, 1, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 2, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 2, 0, 1, 1, S<1, 16, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 8, 1, 1, 1, S<1, 16, 1, 8>, 8>
|
||||
// clang-format on
|
||||
>;
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,89 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
template <ck::index_t... Is>
|
||||
using S = ck::Sequence<Is...>;
|
||||
|
||||
using BF16 = ck::bhalf_t;
|
||||
using I8 = int8_t;
|
||||
using F32 = float;
|
||||
|
||||
using Row = ck::tensor_layout::gemm::RowMajor;
|
||||
using Col = ck::tensor_layout::gemm::ColumnMajor;
|
||||
|
||||
using A0DataType = BF16;
|
||||
using AsDataType = ck::Tuple<A0DataType>;
|
||||
using B0DataType = I8;
|
||||
using B1DataType = BF16;
|
||||
using BsDataType = ck::Tuple<B0DataType, B1DataType>;
|
||||
using AccDataType = F32;
|
||||
using CShuffleDataType = BF16;
|
||||
using D0DataType = BF16;
|
||||
// using DsDataType = ck::Tuple<D0DataType>;
|
||||
using EDataType = BF16;
|
||||
|
||||
using A0Layout = Row;
|
||||
using AsLayout = ck::Tuple<A0Layout>;
|
||||
using B0Layout = Col;
|
||||
using B1Layout = B0Layout;
|
||||
using BsLayout = ck::Tuple<B0Layout, B1Layout>;
|
||||
using D0Layout = Row;
|
||||
// using DsLayout = ck::Tuple<Row>;
|
||||
using ELayout = Row;
|
||||
|
||||
using Scales = ck::tensor_operation::element_wise::Scales;
|
||||
using PassThrough = ck::tensor_operation::element_wise::PassThrough;
|
||||
using AddFastGelu = ck::tensor_operation::element_wise::AddFastGelu;
|
||||
using Add = ck::tensor_operation::element_wise::Add;
|
||||
using FastGelu = ck::tensor_operation::element_wise::FastGelu;
|
||||
|
||||
using AElementOp = PassThrough;
|
||||
using BElementOp = Scales;
|
||||
// using CDEElementOp = AddFastGelu;
|
||||
|
||||
static constexpr auto GemmDefault = ck::tensor_operation::device::GemmSpecialization::Default;
|
||||
static constexpr auto GemmMNPadding = ck::tensor_operation::device::GemmSpecialization::MNPadding;
|
||||
static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;
|
||||
|
||||
template <typename DsLayout,
|
||||
typename DsDataType,
|
||||
typename CDEElementOp,
|
||||
ck::tensor_operation::device::GemmSpecialization GemmSpec>
|
||||
using device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances = std::tuple<
|
||||
// clang-format off
|
||||
//######################################| ALayout| BLayout| DsLayout| ELayout| AData| BData| AccData| CShuffle| DsData| EData| A| B| CDE| GEMM|NumGemmK| Block| 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|
|
||||
//######################################| | | | | Type| Type| Type| DataType| Type| Type| Elementwise| Elementwise| Elementwise| Spacialization|Prefetch| Size| Block| Block| Block| | | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave| _MBlock_MWaveMPerXdl| ScalarPerVector|
|
||||
//######################################| | | | | | | | | | | Operation| Operation| Operation| | Stage| | | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | PerShuffle| PerShuffle| _NBlock_NWaveNPerXdl| _NWaveNPerXdl|
|
||||
//######################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 256, 128, 32, 8, 8, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 128, 64, 32, 8, 8, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 256, 64, 128, 32, 8, 8, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 128, 64, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 32, 1, 4>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 16, 1, 8>, 8>,
|
||||
DeviceGroupedGemm_Xdl_Multi_ABD_Fixed_NK< AsLayout, BsLayout, DsLayout, ELayout, AsDataType, BsDataType, AccDataType, CShuffleDataType, DsDataType, EDataType, AElementOp, BElementOp, CDEElementOp, GemmSpec, 1, 128, 64, 128, 32, 8, 8, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 8, 1, 1, 1, S<1, 16, 1, 8>, 8>
|
||||
// clang-format on
|
||||
>;
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,111 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_km_kn_mn_common.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_bias_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_bias_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_km_kn_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,111 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_kn_mn_common.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_bias_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_kn_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
@@ -0,0 +1,111 @@
|
||||
// SPDX-License-Identifier: MIT
|
||||
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
#include <cstdlib>
|
||||
|
||||
#include "ck/ck.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/device_grouped_gemm_multi_abd.hpp"
|
||||
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multi_abd_xdl_fixed_nk.hpp"
|
||||
#include "ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp"
|
||||
|
||||
#include "device_grouped_gemm_xdl_fixed_nk_bf16_i8_bf16_mk_nk_mn_common.hpp"
|
||||
|
||||
namespace ck {
|
||||
namespace tensor_operation {
|
||||
namespace device {
|
||||
namespace instance {
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
AddFastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
AddFastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_bias_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<D0Layout>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<D0DataType>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
Add>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<
|
||||
ck::Tuple<D0Layout>,
|
||||
ck::Tuple<D0DataType>,
|
||||
Add,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
PassThrough>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
PassThrough,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
void add_device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_gelu_instances(
|
||||
std::vector<std::unique_ptr<DeviceGroupedGemmMultiABDFixedNK<AsLayout,
|
||||
BsLayout,
|
||||
ck::Tuple<>,
|
||||
ELayout,
|
||||
AsDataType,
|
||||
BsDataType,
|
||||
ck::Tuple<>,
|
||||
EDataType,
|
||||
AElementOp,
|
||||
BElementOp,
|
||||
FastGelu>>>& instances)
|
||||
{
|
||||
add_device_operation_instances(
|
||||
instances,
|
||||
device_grouped_gemm_xdl_fixed_nk_multi_abd_bf16_i8_bf16_mk_nk_mn_instances<
|
||||
ck::Tuple<>,
|
||||
ck::Tuple<>,
|
||||
FastGelu,
|
||||
GemmMNKPadding>{});
|
||||
}
|
||||
|
||||
} // namespace instance
|
||||
} // namespace device
|
||||
} // namespace tensor_operation
|
||||
} // namespace ck
|
||||
Reference in New Issue
Block a user