PLSSVM - Parallel Least Squares Support Vector Machine
2.0.0
A Least Squares Support Vector Machine implementation using different backends.
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Defines a performance tracker which can dump performance information in a YAML file. More...
#include "plssvm/detail/cmd/parser_predict.hpp"
#include "plssvm/detail/cmd/parser_scale.hpp"
#include "plssvm/detail/cmd/parser_train.hpp"
#include "plssvm/detail/type_traits.hpp"
#include "fmt/chrono.h"
#include "fmt/core.h"
#include "fmt/ostream.h"
#include <memory>
#include <string>
#include <string_view>
#include <type_traits>
#include <unordered_map>
#include <utility>
Go to the source code of this file.
Classes | |
struct | plssvm::detail::tracking_entry< T > |
A single tracking entry containing a specific category, a unique name, and the actual value to be tracked. More... | |
struct | plssvm::detail::impl::is_tracking_entry< T > |
Sets the value to false since it isn't a tracking entry. More... | |
struct | plssvm::detail::impl::is_tracking_entry< tracking_entry< T > > |
Sets the value to true since it is a tracking entry. More... | |
struct | plssvm::detail::is_tracking_entry< T > |
Check whether T is a tracking entry. Ignores all top-level const, volatile, and reference qualifiers. More... | |
class | plssvm::detail::performance_tracker |
Store the tracked information during calls to plssvm-train , plssvm-predict , and plssvm-scale . More... | |
Namespaces | |
plssvm | |
The main namespace containing all public API functions. | |
plssvm::detail | |
Namespace containing implementation details. Should not directly be used by users. | |
Macros | |
#define | PLSSVM_DETAIL_PERFORMANCE_TRACKER_PAUSE() |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_PAUSE macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED is defined. More... | |
#define | PLSSVM_DETAIL_PERFORMANCE_TRACKER_RESUME() |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_RESUME macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED is defined. More... | |
#define | PLSSVM_DETAIL_PERFORMANCE_TRACKER_SAVE(filename) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_SAVE macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED is defined. More... | |
#define | PLSSVM_DETAIL_PERFORMANCE_TRACKER_ADD_TRACKING_ENTRY(entry) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_ADD_TRACKING_ENTRY macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED is defined. More... | |
Functions | |
template<typename T > | |
std::ostream & | plssvm::detail::operator<< (std::ostream &out, const tracking_entry< T > &entry) |
Output the tracking entry to the given output-stream out . Only the tracked value is output excluding the category and name. More... | |
Variables | |
template<typename T > | |
constexpr bool | plssvm::detail::is_tracking_entry_v = is_tracking_entry<T>::value |
std::shared_ptr< performance_tracker > | plssvm::detail::global_tracker |
The global performance tracker instance used for the default tracking. | |
Defines a performance tracker which can dump performance information in a YAML file.
This file is part of the PLSSVM project which is released under the MIT license. See the LICENSE.md file in the project root for full license information.
Can be completely disabled during the CMake configuration step.
#define PLSSVM_DETAIL_PERFORMANCE_TRACKER_PAUSE | ( | ) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_PAUSE
macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED
is defined.
Pause the tracking functionality if tracking is currently enabled.
#define PLSSVM_DETAIL_PERFORMANCE_TRACKER_RESUME | ( | ) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_RESUME
macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED
is defined.
Resume the tracking functionality if tracking is currently enabled.
#define PLSSVM_DETAIL_PERFORMANCE_TRACKER_SAVE | ( | filename | ) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_SAVE
macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED
is defined.
Save the previously tracked performance statistics.
#define PLSSVM_DETAIL_PERFORMANCE_TRACKER_ADD_TRACKING_ENTRY | ( | entry | ) |
Defines the PLSSVM_DETAIL_PERFORMANCE_TRACKER_ADD_TRACKING_ENTRY
macro if PLSSVM_PERFORMANCE_TRACKER_ENABLED
is defined.
Adds the provided entry to the plssvm::detail::performance_tracker singleton if tracking is currently enabled.