/*! * \file tl/op/gemm.h * \brief Define gemm operator. * */ #ifndef TVM_TL_OP_GEMM_H_ #define TVM_TL_OP_GEMM_H_ #include "op.h" namespace tvm { namespace tl { using namespace tir; class Gemm : public Operator { public: Gemm(Array args, BufferMap vmap); Stmt Lower(const LowerArgs &T, arith::Analyzer *analyzer) const final; LayoutMap InferLayout(const LayoutInferArgs &T, InferLevel level) final; static const Op &Get(); enum class GemmWarpPolicy { kSquare = 0, kFullRow = 1, kFullCol = 2, } policy; std::unique_ptr Clone() const final { return std::make_unique(*this); } private: // Target GEMM instruction enum class GemmInst { kMMA, kWGMMA, kUTCMMA, kMFMA }; GemmInst GetGemmInst(int block_size, Target target) const; std::pair ComputeWarpPartition(int num_warps, GemmInst gemm_inst, Target target) const; bool CheckWGMMA() const; Array call_args; tir::Buffer A, B, C; // pointer to the A, B, C PrimExpr Aptr, Bptr, Cptr; bool trans_A, trans_B; int M, N, K; bool clear_accum = false; // k_pack please ref to bitblas/tl/mfma_macro_generator.py::k_pack // only will be enabled under cdna mfma instructions int kPack = 1; int wg_wait = 0; bool completed_ = false; }; } // namespace tl } // namespace tvm #endif // TVM_TL_OP_GEMM_H_