class ngraph::op::v0::GRN

Overview

Global Response Normalization with L2 norm (across channels only). More…

#include <grn.hpp>

class GRN: public ngraph::op::util::FusedOp
{
public:
    // fields

    static constexpr NodeTypeInfo type_info {"GRN", 0};

    // construction

    GRN();
    GRN(const Output<Node>& data, float bias);

    // methods

    const NodeTypeInfo& get_type_info() const;
    bool visit_attributes(AttributeVisitor& visitor);
    float get_bias() const;
    virtual void pre_validate_and_infer_types();
    virtual OutputVector decompose_op() const;
    virtual std::shared_ptr<Node> clone_with_new_inputs(const OutputVector& new_args) const;
};

Detailed Documentation

Global Response Normalization with L2 norm (across channels only).

Construction

GRN(const Output<Node>& data, float bias)

Constructs a GRN operation.

Parameters:

data

  • Node producing the input tensor

bias

  • The bias added to the variance.