#pragma once #include "core/operator.h" namespace infini { /** * @brief Base class of **binary** element-wise operators. * Unary operators like activations are not the derived classes of * ElementWiseObj. * */ class ElementWiseObj : public OperatorObj { public: /** * @brief Construct a new ElementWise object * * @param type Operator type. * @param graph The computation graph that this operator belongs to. * @param input0 The first input tensor. * @param input1 The second input tensor. * @param output The output tensor. */ ElementWiseObj(OpType type, GraphObj *graph, Tensor input0, Tensor input1, Tensor output); optional> inferShape(const TensorVec &inputs) const override; std::string toString() const override; int numInputs() const override { return 2; } int numOutputs() const override { return 1; } private: vector getWorkloadVector() const override; vector getOpAttrVector() const override; }; #define DEFINE_ELEMENT_WISE_OBJ(prefix, type) \ class prefix##Obj : public ElementWiseObj { \ public: \ prefix##Obj(GraphObj *graph, Tensor input0, Tensor input1, \ Tensor output) \ : ElementWiseObj(type, graph, input0, input1, output) {} \ OP_CLONE(prefix##Obj); \ }; DEFINE_ELEMENT_WISE_OBJ(Add, OpType::Add) DEFINE_ELEMENT_WISE_OBJ(Sub, OpType::Sub) DEFINE_ELEMENT_WISE_OBJ(Mul, OpType::Mul) DEFINE_ELEMENT_WISE_OBJ(Div, OpType::Div) DEFINE_ELEMENT_WISE_OBJ(Pow, OpType::Pow) }; // namespace infini