class ngraph::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
{
};Inherited Members¶
public:
// typedefs
typedef DiscreteTypeInfo type_info_t;
// methods
bool get_property(const PassPropertyMask& prop_mask) const;
void set_name(const std::string& name);
std::string get_name() const;
void set_callback(const param_callback& callback);
virtual void set_pass_config(const std::shared_ptr<PassConfig>& pass_config);
std::shared_ptr<PassConfig> get_pass_config();
bool m_transformation_callback(const std::shared_ptr<const Node>& node);
bool transformation_callback(const std::shared_ptr<const Node>& node);
virtual const type_info_t& get_type_info() const = 0;
OPENVINO_RTTI("ov::pass::MatcherPass");
MatcherPass& operator = (const MatcherPass&);
bool apply(std::shared_ptr<ov::Node> node);
template <typename T, class... Args>
std::shared_ptr<T> register_new_node(Args&&... args);
template <typename T>
std::shared_ptr<T> register_new_node(const std::shared_ptr<T>& 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)