InfiniTensor/include/operators/rms_norm.h

35 lines
887 B
C++

#pragma once
#include "core/operator.h"
namespace infini {
/**
* @brief Fused RMSNorm Operator
*
*/
class RMSNormObj : public OperatorObj {
int dim;
public:
/**
* @brief Construct a new RMSNorm object.
*
* @param graph The computation graph that this operator belongs to.
* @param input The input tensor.
* @param output The output tensor.
*/
RMSNormObj(GraphObj *graph, Tensor input, Tensor weight, Tensor output);
OP_CLONE(RMSNormObj);
optional<vector<Shape>> inferShape(const TensorVec &inputs) override;
std::string toString() const override;
int numInputs() const override { return 2; }
int numOutputs() const override { return 1; }
int getDim() const { return dim; }
private:
vector<int> getWorkloadVector() const override;
vector<int> getOpAttrVector() const override;
};
} // namespace infini