Defines configuration macros and basic types for xgboost. More...
#include <dmlc/base.h>#include <dmlc/omp.h>#include <cmath>#include <cstdint>#include <iostream>#include <string>#include <utility>#include <vector>
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Classes | |
| class | xgboost::detail::GradientPairInternal< T > |
| Implementation of gradient statistics pair. Template specialisation may be used to overload different gradients types e.g. low precision, high precision, integer, floating point. More... | |
| class | xgboost::GradientPairInt64 |
| Fixed point representation for high precision gradient pair. Has a different interface so we don't accidentally use it in gain calculations. More... | |
Namespaces | |
| xgboost | |
| namespace of xgboost | |
| xgboost::detail | |
Macros | |
| #define | XGBOOST_STRICT_R_MODE 0 |
| string flag for R library, to leave hooks when needed. More... | |
| #define | XGBOOST_LOG_WITH_TIME 1 |
| Whether always log console message with time. It will display like, with timestamp appended to head of the message. "[21:47:50] 6513x126 matrix with 143286 entries loaded from
../data/agaricus.txt.train". More... | |
| #define | XGBOOST_CUSTOMIZE_GLOBAL_PRNG XGBOOST_STRICT_R_MODE |
| Whether to customize global PRNG. More... | |
| #define | XGBOOST_ALIGNAS(X) |
| Check if alignas(*) keyword is supported. (g++ 4.8 or higher) More... | |
| #define | XGBOOST_EXPECT(cond, ret) (cond) |
| #define | XGBOOST_DEVICE |
| Tag function as usable by device. More... | |
| #define | XGBOOST_HOST_DEV_INLINE |
| #define | XGBOOST_DEV_INLINE |
Typedefs | |
| using | xgboost::bst_uint = uint32_t |
| unsigned integer type used for feature index. More... | |
| using | xgboost::bst_ulong = uint64_t |
| unsigned long integers More... | |
| using | xgboost::bst_float = float |
| float type, used for storing statistics More... | |
| using | xgboost::bst_cat_t = int32_t |
| Categorical value type. More... | |
| using | xgboost::bst_feature_t = uint32_t |
| Type for data column (feature) index. More... | |
| using | xgboost::bst_bin_t = int32_t |
| Type for histogram bin index. More... | |
| using | xgboost::bst_row_t = std::size_t |
| Type for data row index. More... | |
| using | xgboost::bst_node_t = std::int32_t |
| Type for tree node index. More... | |
| using | xgboost::bst_group_t = std::uint32_t |
| Type for ranking group index. More... | |
| using | xgboost::bst_target_t = std::uint32_t |
| Type for indexing into output targets. More... | |
| using | xgboost::bst_layer_t = std::int32_t |
| Type for indexing boosted layers. More... | |
| using | xgboost::bst_tree_t = std::int32_t |
| Type for indexing trees. More... | |
| using | xgboost::bst_d_ordinal_t = std::int16_t |
| Ordinal of a CUDA device. More... | |
| using | xgboost::GradientPair = detail::GradientPairInternal< float > |
| gradient statistics pair usually needed in gradient boosting More... | |
| using | xgboost::GradientPairPrecise = detail::GradientPairInternal< double > |
| High precision gradient statistics pair. More... | |
| using | xgboost::Args = std::vector< std::pair< std::string, std::string > > |
| using | xgboost::omp_ulong = dmlc::omp_ulong |
| define unsigned long for openmp loop More... | |
| using | xgboost::bst_omp_uint = dmlc::omp_uint |
| define unsigned int for openmp loop More... | |
| using | xgboost::XGBoostVersionT = int32_t |
| Type used for representing version number in binary form. More... | |
Variables | |
| constexpr bst_float | xgboost::kRtEps = 1e-6f |
| small eps gap for minimum split decision. More... | |
Detailed Description
Defines configuration macros and basic types for xgboost.
Copyright 2015-2023 by XGBoost Contributors
Macro Definition Documentation
◆ XGBOOST_ALIGNAS
| #define XGBOOST_ALIGNAS | ( | X | ) |
Check if alignas(*) keyword is supported. (g++ 4.8 or higher)
◆ XGBOOST_CUSTOMIZE_GLOBAL_PRNG
| #define XGBOOST_CUSTOMIZE_GLOBAL_PRNG XGBOOST_STRICT_R_MODE |
Whether to customize global PRNG.
◆ XGBOOST_DEV_INLINE
| #define XGBOOST_DEV_INLINE |
◆ XGBOOST_DEVICE
| #define XGBOOST_DEVICE |
Tag function as usable by device.
◆ XGBOOST_EXPECT
| #define XGBOOST_EXPECT | ( | cond, | |
| ret | |||
| ) | (cond) |
◆ XGBOOST_HOST_DEV_INLINE
| #define XGBOOST_HOST_DEV_INLINE |
◆ XGBOOST_LOG_WITH_TIME
| #define XGBOOST_LOG_WITH_TIME 1 |
Whether always log console message with time. It will display like, with timestamp appended to head of the message. "[21:47:50] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train".
◆ XGBOOST_STRICT_R_MODE
| #define XGBOOST_STRICT_R_MODE 0 |
string flag for R library, to leave hooks when needed.
