Program Listing for File sgd.h
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#ifndef MINDSPORE_CORE_OPS_SGD_H_
#define MINDSPORE_CORE_OPS_SGD_H_
#include <memory>
#include <vector>
#include "ops/base_operator.h"
namespace mindspore {
namespace ops {
constexpr auto kNameSGD = "SGD";
class MIND_API SGD : public BaseOperator {
public:
MIND_API_BASE_MEMBER(SGD);
SGD() : BaseOperator(kNameSGD) {
InitIOName({"parameters", "gradient", "learning_rate", "accum", "momentum", "stat"}, {"output"});
}
void Init(const float dampening = 0.0, const float weight_decay = 0.0, const bool nesterov = false);
void set_dampening(const float dampening);
void set_weight_decay(const float weight_decay);
void set_nesterov(const bool nesterov);
float get_dampening() const;
float get_weight_decay() const;
bool get_nesterov() const;
};
MIND_API abstract::AbstractBasePtr SGDInfer(const abstract::AnalysisEnginePtr &, const PrimitivePtr &primitive,
const std::vector<abstract::AbstractBasePtr> &input_args);
using PrimSGD = std::shared_ptr<SGD>;
} // namespace ops
} // namespace mindspore
#endif // MINDSPORE_CORE_OPS_SGD_H_