mutator.h

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 * Licensed to the Apache Software Foundation (ASF) under one
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 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
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#ifndef TVM_META_SCHEDULE_MUTATOR_H_
#define TVM_META_SCHEDULE_MUTATOR_H_
 
#include <tvm/node/reflection.h>
#include <tvm/runtime/container/optional.h>
#include <tvm/runtime/object.h>
#include <tvm/runtime/packed_func.h>
#include <tvm/support/random_engine.h>
#include <tvm/tir/schedule/schedule.h>
#include <tvm/tir/schedule/trace.h>
 
namespace tvm {
namespace meta_schedule {
 
class TuneContext;
class Mutator;
 
class MutatorNode : public runtime::Object {
 public:
  virtual ~MutatorNode() = default;
 
  void VisitAttrs(tvm::AttrVisitor* v) {}
 
  virtual void InitializeWithTuneContext(const TuneContext& context) = 0;
 
  virtual Optional<tir::Trace> Apply(const tir::Trace& trace,
                                     support::LinearCongruentialEngine::TRandState* rand_state) = 0;
 
  virtual Mutator Clone() const = 0;
 
  static constexpr const char* _type_key = "meta_schedule.Mutator";
  TVM_DECLARE_BASE_OBJECT_INFO(MutatorNode, Object);
};
 
class Mutator : public runtime::ObjectRef {
 public:
  using FInitializeWithTuneContext = runtime::TypedPackedFunc<void(const TuneContext&)>;
  using FApply = runtime::TypedPackedFunc<Optional<tir::Trace>(
      const tir::Trace&, support::LinearCongruentialEngine::TRandState rand_state)>;
  using FClone = runtime::TypedPackedFunc<Mutator()>;
  using FAsString = runtime::TypedPackedFunc<String()>;
  TVM_DLL static Mutator MutateTileSize();
  TVM_DLL static Mutator MutateParallel(int64_t max_jobs_per_core);
  TVM_DLL static Mutator MutateUnroll();
  TVM_DLL static Mutator MutateComputeLocation();
  TVM_DLL static Mutator MutateThreadBinding();
  TVM_DLL static Mutator PyMutator(FInitializeWithTuneContext f_initialize_with_tune_context,
                                   FApply f_apply, FClone f_clone, FAsString f_as_string);
  TVM_DLL static Map<Mutator, FloatImm, void> DefaultLLVM();
  TVM_DLL static Map<Mutator, FloatImm, void> DefaultCUDA();
  TVM_DLL static Map<Mutator, FloatImm, void> DefaultCUDATensorCore();
  TVM_DLL static Map<Mutator, FloatImm, void> DefaultHexagon();
 
  TVM_DEFINE_MUTABLE_OBJECT_REF_METHODS(Mutator, ObjectRef, MutatorNode);
};
 
class PyMutatorNode : public MutatorNode {
 public:
  using FInitializeWithTuneContext = Mutator::FInitializeWithTuneContext;
  using FApply = Mutator::FApply;
  using FClone = Mutator::FClone;
  using FAsString = Mutator::FAsString;
  FInitializeWithTuneContext f_initialize_with_tune_context;
  FApply f_apply;
  FClone f_clone;
  FAsString f_as_string;
 
  void VisitAttrs(tvm::AttrVisitor* v) {
    // `f_initialize_with_tune_context` is not visited
    // `f_apply` is not visited
    // `f_clone` is not visited
    // `f_as_string` is not visited
  }
 
  void InitializeWithTuneContext(const TuneContext& context) final;
  Optional<tir::Trace> Apply(const tir::Trace& trace,
                             support::LinearCongruentialEngine::TRandState* rand_state) final;
  Mutator Clone() const final;
 
  static constexpr const char* _type_key = "meta_schedule.PyMutator";
  TVM_DECLARE_FINAL_OBJECT_INFO(PyMutatorNode, MutatorNode);
};
 
}  // namespace meta_schedule
}  // namespace tvm
 
#endif  // TVM_META_SCHEDULE_MUTATOR_H_