LBANN  0.103.0
LivermoreBigArtificialNeuralNetworkToolkit
optimizer.hpp File Reference
#include "lbann/base.hpp"
#include "lbann/comm_nb_request.hpp"
#include "lbann/utils/cloneable.hpp"
#include "lbann/utils/compiler_control.hpp"
#include "lbann/utils/description.hpp"
#include "lbann/utils/memory.hpp"
#include <memory>
#include <string>
#include <typeindex>
#include <unordered_set>
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Classes

class  lbann::optimizer
 Abstract base class for gradient-based optimization algorithms. More...
 
class  lbann::optimizer::GradientHelper
 Manage gradient information. More...
 
class  lbann::optimizer::GradientHelperImpl< TensorDataType >
 

Namespaces

 lbann_data
 
 lbann
 

Enumerations

enum  lbann::optimizer_gradient_status { lbann::optimizer_gradient_status::ready, lbann::optimizer_gradient_status::cleared, lbann::optimizer_gradient_status::allreduce_needed, lbann::optimizer_gradient_status::allreduce_started }
 Status of values in objective function gradient. More...
 

Functions

std::string lbann::to_string (optimizer_gradient_status status)
 Human-readable string for status of gradient in optimizer. More...