#pragma once #include "core/operator.h" namespace infini { /** * @brief Produce a slice of the input tensor along given dimensions. * */ class SliceObj : public OperatorObj { vector starts, ends; // the start no. and end no. for all dims. public: /** * @brief Construct a new Slice object. * * @param graph The computation graph that this operator belongs to. * @param input The input tensor. * @param output The output tensor. * @param starts The start position to slice at certain axes. `starts` is a * list which has the same length with axis. * @param ends The end position to slice at certain axes. `ends` is a list * which has the same length with axis. * @param axes The dimensions to slice. If `axis` is empty, it is set to [0, * 1, ..., d-1], where d is the number of dimensions of the input tensor. * @param steps The step to slice at certain axes. `step` is a list which * has the same length with axis. */ SliceObj(GraphObj *graph, Tensor input, Tensor output, const vector &starts, const vector &ends, const optional> &axes, const optional> &steps); OP_CLONE(SliceObj); optional> inferShape(const TensorVec &inputs) const override; std::string toString() const override; int numInputs() const override { return 1; } int numOutputs() const override { return 1; } Shape getStart() const { return starts; } private: vector getWorkloadVector() const override; vector getOpAttrVector() const override; }; } // namespace infini