class ov::pass::DropoutWithRandomUniformReplacer

Overview

This transformation replaces possible Dropout block (in inference mode) with RandomUniform to Broadcast of half-ones in a sub-graph. More…

#include <dropout_with_random_uniform_replacer.hpp>

class DropoutWithRandomUniformReplacer: public ov::pass::MatcherPass
{
public:
    // methods

    "DropoutWithRandomUniformReplacer""0" OPENVINO_RTTI(, );
};

Inherited Members

public:
    // typedefs

    typedef DiscreteTypeInfo type_info_t;

    // methods

    boolconst PassPropertyMask& get_property() const;
    voidconst std::string& set_name();
    std::string get_name() const;
    voidconst param_callback& set_callback();
    virtual voidconst std::shared_ptr<PassConfig>& set_pass_config();
    std::shared_ptr<PassConfig> get_pass_config();
    boolconst std::shared_ptr<const Node>& transformation_callback();
    virtual const type_info_t& get_type_info() const = 0;
    "ov::pass::MatcherPass" OPENVINO_RTTI();
    MatcherPass&const MatcherPass& operator = ();
    boolstd::shared_ptr<ov::Node> apply();

    template <, >
    std::shared_ptr<T>Args&&... register_new_node();

    template <>
    std::shared_ptr<T>const std::shared_ptr<T>& register_new_node();

    std::shared_ptr<ov::Node>const std::shared_ptr<ov::Node>& register_new_node_();
    const std::vector<std::shared_ptr<ov::Node>>& get_new_nodes();
    void clear_new_nodes();
    std::shared_ptr<pattern::Matcher> get_matcher();

Detailed Documentation

This transformation replaces possible Dropout block (in inference mode) with RandomUniform to Broadcast of half-ones in a sub-graph.

Dropout block: RandomUniform ——-> Add> Floor ///| | | Const(0) Const(1) Const(1) min_val max_val

Resulted block: Broadcast —-> Add> Floor //| | Const(0.5) Const(1)