op_strategy.h

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 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * 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
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 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
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#ifndef TVM_RELAY_OP_STRATEGY_H_
#define TVM_RELAY_OP_STRATEGY_H_
 
#include <tvm/relay/expr.h>
#include <tvm/relay/op_attr_types.h>
#include <tvm/target/target.h>
#include <tvm/te/schedule.h>
#include <tvm/te/tensor.h>
 
#include <string>
 
namespace tvm {
namespace relay {
 
class OpImplementationNode : public Object {
 public:
  FTVMCompute fcompute;
  FTVMSchedule fschedule;
  String name;
  int plevel;
 
  void VisitAttrs(tvm::AttrVisitor* v) {
    v->Visit("name", &name);
    v->Visit("plevel", &plevel);
  }
 
  static constexpr const char* _type_key = "relay.OpImplementation";
  TVM_DECLARE_FINAL_OBJECT_INFO(OpImplementationNode, Object);
};
 
class OpImplementation : public ObjectRef {
 public:
  TVM_DLL Array<te::Tensor> Compute(const Attrs& attrs, const Array<te::Tensor>& inputs,
                                    const Type& out_type);
  TVM_DLL te::Schedule Schedule(const Attrs& attrs, const Array<te::Tensor>& outs,
                                const Target& target);
 
  TVM_DEFINE_OBJECT_REF_METHODS(OpImplementation, ObjectRef, OpImplementationNode);
};
 
class OpSpecializationNode : public Object {
 public:
  Array<OpImplementation> implementations;
  te::SpecializedCondition condition;
 
  void VisitAttrs(tvm::AttrVisitor* v) {
    v->Visit("condition", &condition);
    v->Visit("implementations", &implementations);
  }
 
  static constexpr const char* _type_key = "relay.OpSpecialization";
  TVM_DECLARE_FINAL_OBJECT_INFO(OpSpecializationNode, ExprNode);
};
 
class OpSpecialization : public ObjectRef {
 public:
  TVM_DLL void AddImplementation(FTVMCompute fcompute, FTVMSchedule fschedule, String name,
                                 int plevel);
 
  TVM_DEFINE_MUTABLE_OBJECT_REF_METHODS(OpSpecialization, ObjectRef, OpSpecializationNode);
};
 
class OpStrategyNode : public Object {
 public:
  Array<OpSpecialization> specializations;
 
  void VisitAttrs(tvm::AttrVisitor* v) { v->Visit("specializations", &specializations); }
 
  static constexpr const char* _type_key = "relay.OpStrategy";
  TVM_DECLARE_FINAL_OBJECT_INFO(OpStrategyNode, ExprNode);
};
 
class OpStrategy : public ObjectRef {
 public:
  TVM_DLL void AddImplementation(FTVMCompute fcompute, FTVMSchedule fschedule, String name,
                                 int plevel);
 
  TVM_DEFINE_MUTABLE_OBJECT_REF_METHODS(OpStrategy, ObjectRef, OpStrategyNode);
};
 
}  // namespace relay
}  // namespace tvm
#endif  // TVM_RELAY_OP_STRATEGY_H_