/*! * Copyright (c) 2019 by Contributors * \brief Helper utilities to implement hybrid_op. * \file hybrid_op.h */ #ifndef TVM_OP_HYBRID_OP_H_ #define TVM_OP_HYBRID_OP_H_ #include <tvm/expr.h> #include <tvm/ir_mutator.h> #include <tvm/ir_visitor.h> #include <tvm/schedule.h> #include <unordered_map> #include <unordered_set> #include <vector> #include "../pass/ir_util.h" #include "../pass/arg_binder.h" #include "../schedule/message_passing.h" namespace tvm { namespace op { /*! * \brief Find all the iteration variables in the given statement body. * \param stmt The body to be inspected. */ std::vector<IterVar> GatherLoopVars(Stmt stmt); /*! * \brief Replace the tensor reference (especially in Provide's) in stmt by the replace map. * \param stmt The statement to be processed. * \param replace The replacement rule. */ Stmt ReplaceProvideTensor(Stmt stmt, const std::unordered_map<Tensor, Tensor>& replace); /*! * \brief Apply the schedule manipulation on the function body. * \param stmt The statement to be processed. * \param dom_map The extents of the iterative variables may be used. * \param stage The schedule information to be applied. */ Stmt ApplySchedule(const Stage& stage, const std::unordered_map<IterVar, Range>& dom_map, Stmt stmt); /*! * \brief Apply loop splits and fuses in the schedule on the function body. * \param stage The schedule information to be applied. * \param dom_map The extents of the iterative variables may be used. * \param stmt The statement to be processed. */ Stmt ApplyLoopShapes(const Stage &stage, const std::unordered_map<IterVar, Range>& dom_map, Stmt stmt); /*! * \brief Apply loop annotation in the schedule on the function body. * \param stage The schedule information to be applied. * \param rebased The map specifies the rebase, a.k.a rename, relationship of these variables. * \param stmt The statement to be processed. */ Stmt ApplyLoopAnnotations(const Stage &stage, const std::unordered_map<IterVar, IterVar>& rebased, Stmt stmt); /*! * \brief Apply loop order in the schedule on the function body. * \param stage The schedule information to be applied. * \param dom_map The extents of the iterative variables may be used. * \param rebased The map specifies the rebase, a.k.a rename, relationship of these variables. * \param stmt The statement to be processed. */ Stmt ApplyLoopOrder(const Stage &stage, const std::unordered_map<IterVar, Range> &dom_map, const std::unordered_map<IterVar, IterVar> &rebased, Stmt stmt); } // namespace op } // namespace tvm #endif // TVM_OP_HYBRID_OP_H_