DiSMEC++
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An objective to be used in test cases. Does not do any computations, but just resturns constants. More...
Public Member Functions | |
long | num_variables () const noexcept override |
real_t | value_unchecked (const HashVector &location) override |
void | gradient_unchecked (const HashVector &location, Eigen::Ref< DenseRealVector > target) override |
void | hessian_times_direction_unchecked (const HashVector &location, const DenseRealVector &direction, Eigen::Ref< DenseRealVector > target) override |
void | project_to_line_unchecked (const HashVector &location, const DenseRealVector &direction) override |
real_t | lookup_on_line (real_t position) override |
Looks up the value of the objective on the line defined by the last call to project_to_line() . More... | |
Public Member Functions inherited from dismec::objective::Objective | |
Objective () | |
virtual | ~Objective () noexcept=default |
real_t | value (const HashVector &location) |
Evaluate the objective at the given location . More... | |
void | diag_preconditioner (const HashVector &location, Eigen::Ref< DenseRealVector > target) |
Get precondition to be used in CG optimization. More... | |
void | project_to_line (const HashVector &location, const DenseRealVector &direction) |
creates a function g such that g(a) = objective(location + a * direction) Use lookup_on_line() to evaluate g . More... | |
virtual void | declare_vector_on_last_line (const HashVector &location, real_t t) |
State that the given vector corresponds to a certain position on the line of the last line search. More... | |
void | gradient_at_zero (Eigen::Ref< DenseRealVector > target) |
Gets the gradient for location zero. More... | |
void | gradient (const HashVector &location, Eigen::Ref< DenseRealVector > target) |
Evaluate the gradient at location . More... | |
void | hessian_times_direction (const HashVector &location, const DenseRealVector &direction, Eigen::Ref< DenseRealVector > target) |
Calculates the product of the Hessian matrix at location with direction . More... | |
void | gradient_and_pre_conditioner (const HashVector &location, Eigen::Ref< DenseRealVector > gradient, Eigen::Ref< DenseRealVector > pre) |
Combines the calculation of gradient and pre-conditioner, which may be more efficient in some cases. More... | |
Public Member Functions inherited from dismec::stats::Tracked | |
Tracked () | |
Default constructor, creates the internal stats::StatisticsCollection . More... | |
void | register_stat (const std::string &name, std::unique_ptr< Statistics > stat) |
Registers a tracker for the statistics name . More... | |
std::shared_ptr< StatisticsCollection > | get_stats () const |
Gets an ownership-sharing reference to the StatisticsCollection . More... | |
Additional Inherited Members | |
Protected Member Functions inherited from dismec::stats::Tracked | |
~Tracked () | |
Non-virtual destructor. Declared protected, so we don't accidentally try to do a polymorphic delete. More... | |
template<class T > | |
void | record (stat_id_t stat, T &&value) |
Record statistics. This function just forwards all its arguments to the internal StatisticsCollection . More... | |
void | declare_stat (stat_id_t index, StatisticMetaData meta) |
Declares a new statistics. This function just forwards all its arguments to the internal StatisticsCollection . More... | |
void | declare_tag (tag_id_t index, std::string name) |
Declares a new tag. This function just forwards all its arguments to the internal StatisticsCollection . More... | |
template<class... Args> | |
void | set_tag (tag_id_t tag, long value) |
Set value of tag. This function just forwards all its arguments to the internal StatisticsCollection . More... | |
template<class... Args> | |
auto | make_timer (stat_id_t id, Args... args) |
Creates a new ScopeTimer using stats::record_scope_time . More... | |
An objective to be used in test cases. Does not do any computations, but just resturns constants.
Definition at line 59 of file minimizer.cpp.
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inlineoverridevirtual |
The function that does the actual gradient computation. This is called in gradient()
after the arguments have been validated.
Implements dismec::objective::Objective.
Definition at line 62 of file minimizer.cpp.
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inlineoverridevirtual |
The function that does the actual computation. This is called in hessian_times_direction()
after the arguments have been validated.
Implements dismec::objective::Objective.
Definition at line 63 of file minimizer.cpp.
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inlineoverridevirtual |
Looks up the value of the objective on the line defined by the last call to project_to_line()
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position | The location where the objective is calculated. |
objective(location + position * direction)
, where location
and direction
are the vectors passed to the last call of project_to_line()
. project_to_line()
, so it has to be called after a call to that function. A new call to project_to_line()
will change the line which is evaluated. Implements dismec::objective::Objective.
Definition at line 66 of file minimizer.cpp.
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inlineoverridevirtualnoexcept |
Gets the number of variables this objective expects. May return -1 if the objective is agnostic to the number of variables, e.g. for regularizers.
Implements dismec::objective::Objective.
Definition at line 60 of file minimizer.cpp.
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inlineoverridevirtual |
The function that does the actual computation. This is called in project_to_line()
after the arguments have been validated.
Implements dismec::objective::Objective.
Definition at line 65 of file minimizer.cpp.
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inlineoverridevirtual |
The function that does the actual value computation. This is called in value()
after the argument has been validated.
Implements dismec::objective::Objective.
Definition at line 61 of file minimizer.cpp.