/*! * Copyright (c) 2016 Microsoft Corporation. All rights reserved. * Licensed under the MIT License. See LICENSE file in the project root for license information. */ #ifndef LIGHTGBM_META_H_ #define LIGHTGBM_META_H_ #include #include #include #include #include #include #include #if (defined(_MSC_VER) && (defined(_M_IX86) || defined(_M_AMD64))) || defined(__INTEL_COMPILER) || MM_PREFETCH #include #define PREFETCH_T0(addr) _mm_prefetch(reinterpret_cast(addr), _MM_HINT_T0) #elif defined(__GNUC__) #define PREFETCH_T0(addr) __builtin_prefetch(reinterpret_cast(addr), 0, 3) #else #define PREFETCH_T0(addr) do {} while (0) #endif namespace LightGBM { /*! \brief Type of data size, it is better to use signed type*/ typedef int32_t data_size_t; // Enable following macro to use double for score_t // #define SCORE_T_USE_DOUBLE // Enable following macro to use double for label_t // #define LABEL_T_USE_DOUBLE /*! \brief Type of score, and gradients */ #ifdef SCORE_T_USE_DOUBLE typedef double score_t; #else typedef float score_t; #endif /*! \brief Type of metadata, include weight and label */ #ifdef LABEL_T_USE_DOUBLE typedef double label_t; #else typedef float label_t; #endif const score_t kMinScore = -std::numeric_limits::infinity(); const score_t kMaxScore = std::numeric_limits::infinity(); const score_t kEpsilon = 1e-15f; const double kZeroThreshold = 1e-35f; typedef int32_t comm_size_t; using PredictFunction = std::function>&, double* output)>; using PredictSparseFunction = std::function>&, std::vector>* output)>; typedef void(*ReduceFunction)(const char* input, char* output, int type_size, comm_size_t array_size); typedef void(*ReduceScatterFunction)(char* input, comm_size_t input_size, int type_size, const comm_size_t* block_start, const comm_size_t* block_len, int num_block, char* output, comm_size_t output_size, const ReduceFunction& reducer); typedef void(*AllgatherFunction)(char* input, comm_size_t input_size, const comm_size_t* block_start, const comm_size_t* block_len, int num_block, char* output, comm_size_t output_size); #define NO_SPECIFIC (-1) const int kAlignedSize = 32; #define SIZE_ALIGNED(t) ((t) + kAlignedSize - 1) / kAlignedSize * kAlignedSize // Refer to https://docs.microsoft.com/en-us/cpp/error-messages/compiler-warnings/compiler-warning-level-4-c4127?view=vs-2019 #ifdef _MSC_VER #pragma warning(disable : 4127) #endif } // namespace LightGBM #endif // LightGBM_META_H_