Turi Create  4.0
turi::sgd::sgd_interface_base Member List

This is the complete list of members for turi::sgd::sgd_interface_base, including all inherited members.

apply_sgd_step(size_t thread_idx, const std::vector< v2::ml_data_entry > &x, double y, double step_size)=0turi::sgd::sgd_interface_basepure virtual
calculate_loss(const v2::ml_data &data) const =0turi::sgd::sgd_interface_basepure virtual
current_regularization_penalty() const =0turi::sgd::sgd_interface_basepure virtual
finalize_iteration()turi::sgd::sgd_interface_baseinlinevirtual
l2_regularization_factor() constturi::sgd::sgd_interface_baseinlinevirtual
max_step_size() constturi::sgd::sgd_interface_baseinlinevirtual
reported_loss_name() const =0turi::sgd::sgd_interface_basepure virtual
reported_loss_value(double accumulative_loss) const =0turi::sgd::sgd_interface_basepure virtual
setup(const v2::ml_data &train_data, const std::map< std::string, flexible_type > &options)turi::sgd::sgd_interface_baseinlinevirtual
setup_iteration(size_t iteration, double step_size)turi::sgd::sgd_interface_baseinlinevirtual
setup_optimization(size_t random_seed=size_t(-1), bool _in_trial_mode=false)=0turi::sgd::sgd_interface_basepure virtual
state_is_numerically_stable() constturi::sgd::sgd_interface_baseinlinevirtual