vendor/lib_lightgbm.dll in lightgbm-0.1.5 vs vendor/lib_lightgbm.dll in lightgbm-0.1.6
- old
+ new
@@ -1,1508 +1,1488 @@
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- '" Size of feature_names error, should equal with total number of features Find whitespaces in feature_names, replace with underlines none d:\a\1\s\src\./application/predictor.hpp Check failed: early_stop_freq > 0 at %s, line %d .
+ '" Size of feature_names error, should equal with total number of features Do not support non-ascii characters in feature name. Find whitespaces in feature_names, replace with underlines none d:\a\1\s\src\application/predictor.hpp Check failed: early_stop_freq > 0 at %s, line %d .
Check failed: early_stop_margin >= 0 at %s, line %d .
binary multiclass Prediction results file %s cannot be found Could not recognize the data format of data file %s , gbdt Continued train from model is not supported for c_api,
please use continued train with input score feature Do not support feature parallel in c api serial Only find one worker, will switch to serial tree learner Using self-defined objective function num_class Cannot change num_class during training boosting Cannot change boosting during training metric Cannot change metric during training objective regression cpu LightGBM_model.txt LightGBM_predict_result.txt gbdt_prediction.cpp unknown exception D:\a\1\s\src\c_api.cpp Check failed: inner_data.first < num_col at %s, line %d .
Check failed: num_used_row_indices > 0 at %s, line %d .
Used indices of subset Input data type error or field not found Field not found Unknown data type in RowFunctionFromDenseMatric Unknown data type in RowFunctionFromCSR Check failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d .
- Unknown data type in CSC matrix Could not open %s Skipped header "%s" in file %s invalid unordered_map<K, T> key Warning: last line of %s has no end of line, still using this line invalid vector<T> subscript vector<T> too long invalid string position ] , ] outside [ [%s]: does not tolerate element [#%i = string too long list<T> too long map/set<T> too long 8a | | | y w N O P P @ x w hZ [ "
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8Q `y `y @ Py x w P x x x w w 0` x x Ј x x w a 0 y w PN { { { y w Z 0z 0z z y w Don't support large string in R-package D:\a\1\s\src\lightgbm_R.cpp Check failed: len == out_len at %s, line %d .
+ Unknown data type in CSC matrix Could not open %s Skipped header "%s" in file %s invalid unordered_map<K, T> key Warning: last line of %s has no end of line, still using this line invalid vector<T> subscript vector<T> too long invalid string position ] , ] outside [ [%s]: does not tolerate element [#%i = string too long list<T> too long map/set<T> too long К 0 0 @ H PN ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba @ 0 0 @ Й С p ` ` p P @ 8 H ` h Ъ P ` ` ` P 0A H H > > H > H H H < ; H H H ( ` ` P Р ` p @ p C `C P p
8 86 8M @ 0 p 0 0 P P P @ Don't support large string in R-package D:\a\1\s\src\lightgbm_R.cpp Check failed: len == out_len at %s, line %d .
group query init_score Check failed: out_len == len at %s, line %d .
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%s is set with %s=%s, %s=%s will be ignored. Current value: %s=%s %s is set with %s=%s, will be overridden by %s=%s. Current value: %s=%s Unknown parameter: %s %s is set=%s, %s=%s will be ignored. Current value: %s=%s config f P P W [ 0 i 0} ` p 0> ? @ PA A `B 0 ` p @ P T T l n d:\a\1\s\src\boosting\gbdt.h Check failed: data_idx >= 0 && data_idx <= static_cast<int>(valid_score_updater_.size()) at %s, line %d .
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%s is set with %s=%s, %s=%s will be ignored. Current value: %s=%s %s is set with %s=%s, will be overridden by %s=%s. Current value: %s=%s Unknown parameter: %s %s is set=%s, %s=%s will be ignored. Current value: %s=%s config @3 & 0 ) `( 2 w { p+ `/ 0
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t @t P d:\a\1\s\src\boosting\gbdt.h Check failed: data_idx >= 0 && data_idx <= static_cast<int>(valid_score_updater_.size()) at %s, line %d .
Check failed: tree_idx >= 0 && static_cast<size_t>(tree_idx) < models_.size() at %s, line %d .
Check failed: leaf_idx >= 0 && leaf_idx < models_[tree_idx]->num_leaves() at %s, line %d .
tree d:\a\1\s\src\boosting\goss.hpp Check failed: config_->top_rate + config_->other_rate <= 1.0f at %s, line %d .
Check failed: config_->top_rate > 0.0f && config_->other_rate > 0.0f at %s, line %d .
Cannot use bagging in GOSS Using GOSS d:\a\1\s\src\boosting\rf.hpp Check failed: config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f at %s, line %d .
Check failed: config->feature_fraction <= 1.0f && config->feature_fraction > 0.0f at %s, line %d .
Check failed: train_data->metadata().init_score() == nullptr at %s, line %d .
Check failed: num_tree_per_iteration_ == num_class_ at %s, line %d .
- No object function provided Check failed: gradients == nullptr at %s, line %d .
+ RF mode do not support custom objective function, please use built-in objectives. Check failed: gradients == nullptr at %s, line %d .
Check failed: hessians == nullptr at %s, line %d .
- Time for loading model: %f seconds dart goss rf Unknown boosting type %s Unknown model format or submodel type in model file %s Xh ` W [ p 0 0} ` p 0> ? @ PA A `B 0 ` p Ј P k T l n 0g p P W [ d i 0} ` p 0> ? @ PA A `B 0 ` p @ P k T l n bad cast : D:\a\1\s\include\LightGBM/tree.h Check failed: max_depth_ >= 0 at %s, line %d .
+ Time for loading model: %f seconds dart goss rf Unknown boosting type %s Unknown model format or submodel type in model file %s bad cast : D:\a\1\s\include\LightGBM/tree.h Check failed: max_depth_ >= 0 at %s, line %d .
Number of class for initial score error D:\a\1\s\src\boosting\gbdt.cpp Check failed: train_data != nullptr at %s, line %d .
- Cannot add validation data, since it has different bin mappers with training data Check failed: cur_left_cnt == bag_data_cnt at %s, line %d .
+ Cannot add validation data, since it has different bin mappers with training data No object function provided Check failed: cur_left_cnt == bag_data_cnt at %s, line %d .
Re-bagging, using %d data to train %f seconds elapsed, finished iteration %d .snapshot_iter_ Check failed: tree_leaf_prediction.size() > 0 at %s, line %d .
Check failed: static_cast<size_t>(num_data_) == tree_leaf_prediction.size() at %s, line %d .
Check failed: static_cast<size_t>(models_.size()) == tree_leaf_prediction[0].size() at %s, line %d .
Check failed: leaf_pred[i] < models_[model_index]->num_leaves() at %s, line %d .
Start training from score %lf regression_l1 quantile mape Disabling boost_from_average in %s may cause the slow convergence Stopped training because there are no more leaves that meet the split requirements Early stopping at iteration %d, the best iteration round is %d Output of best iteration round:
%s : , training Iteration: , valid_ Cannot reset training data, since new training data has different bin mappers Check failed: num_tree_per_iteration_ == objective_function_->NumModelPerIteration() at %s, line %d .
- Use subset for bagging vector<bool> too long Pi @ ` @
- В @ @ h p? PF P ` P W [ d i 0} ` p 0> ? @ PA A `B 0 ` p @ P k T T l n i A @ (i @j 4 false true v2 { ", "name":" "version":" , "num_class": "num_tree_per_iteration": "label_index": "max_feature_idx": ,
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- "objective":" "], "," "feature_names":[" "tree_info":[ "tree_index": } #include "gbdt.h" #include <LightGBM/utils/common.h> #include <LightGBM/objective_function.h> #include <LightGBM/metric.h> #include <LightGBM/prediction_early_stop.h> #include <ctime> #include <sstream> #include <chrono> #include <string> #include <vector> #include <utility> namespace LightGBM { double (*PredictTreePtr[])(const double*) = { , PredictTree }; int early_stop_round_counter = 0; std::memset(output, 0, sizeof(double) * num_tree_per_iteration_); for (int i = 0; i < num_iteration_for_pred_; ++i) { for (int k = 0; k < num_tree_per_iteration_; ++k) { output[k] += (*PredictTreePtr[i * num_tree_per_iteration_ + k])(features); ++early_stop_round_counter; if (early_stop->round_period == early_stop_round_counter) { if (early_stop->callback_function(output, num_tree_per_iteration_)) return; early_stop_round_counter = 0; void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { ByMap output[k] += (*PredictTreeByMapPtr[i * num_tree_per_iteration_ + k])(features); void GBDT::PredictRawByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { void GBDT::Predict(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { PredictRaw(features, output, early_stop); if (average_output_) { output[k] /= num_iteration_for_pred_; if (objective_function_ != nullptr) { objective_function_->ConvertOutput(output, output); void GBDT::PredictByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { PredictRawByMap(features, output, early_stop); double (*PredictTreeLeafPtr[])(const double*) = { Leaf void GBDT::PredictLeafIndex(const double* features, double *output) const { int total_tree = num_iteration_for_pred_ * num_tree_per_iteration_; for (int i = 0; i < total_tree; ++i) { output[i] = (*PredictTreeLeafPtr[i])(features); double (*PredictTreeLeafByMapPtr[])(const std::unordered_map<int, double>&) = { LeafByMap void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const { output[i] = (*PredictTreeLeafByMapPtr[i])(features); } // namespace LightGBM #define USE_HARD_CODE 0 #ifndef USE_HARD_CODE #else #endif version= num_class= num_tree_per_iteration= label_index= max_feature_idx= objective= average_output feature_names= feature_infos= Tree= tree_sizes= end of trees feature importances: =
-parameters: end of parameters feature_names Wrong line at model file: %s Model file doesn't specify the number of classes num_tree_per_iteration label_index Model file doesn't specify the label index max_feature_idx Model file doesn't specify max_feature_idx Wrong size of feature_names Model file doesn't contain feature_names feature_infos Wrong size of feature_infos Model file doesn't contain feature_infos tree_sizes Model format error, expect a tree here. met %s parameters: Unknown importance type: only support split=0 and gain=1 k pJ pJ K `J x w k J J J J x w k J J J J x w Multiclass early stopping needs predictions to be of length two or larger Binary early stopping needs predictions to be of length one Unknown early stopping type: D:\a\1\s\src\io\bin.cpp Check failed: max_bin > 0 at %s, line %d .
- Check failed: right_max_bin > 0 at %s, line %d .
- Check failed: num_bin_ <= max_bin at %s, line %d .
- Met negative value in categorical features, will convert it to NaN Met categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zero Check failed: default_bin_ > 0 at %s, line %d .
- Using OrderedSparseBin->ConstructHistogram() instead u ! 0 `/ P] p ` `] K t # P1 2 % r K "
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- Pn Ь p p @u L L K K 8p P p r P p 4 P] Ф P P P P @ 5 @m 0" . P @ P] P `] K xq " . P] p `] K t L L K % n 0a a K K @s # p6 2 % u L `L K K @r PK "
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- o P# 4 2 % n P` M ^ a _ ] @` P] M W @T PR M Y [ `] p] o P! / ` @ P] Ф P P P P p0 s p2 p 0 P P] Ф P P P P п ` 3 ` p p na null Parameter %s should be of type int, got "%s" Unknown parameter %s
-
gbrt random_forest task train training predict prediction test convert_model refit refit_tree Unknown task type %s device_type gpu Unknown device type %s tree_learner feature_parallel data data_parallel voting voting_parallel Unknown tree learner type %s seed D:\a\1\s\src\io\config.cpp Check failed: valid.size() == valid_data_initscores.size() at %s, line %d .
- multiclassova softmax multiclass_ova ova ovr custom Number of classes should be specified and greater than 1 for multiclass training Number of classes must be 1 for non-multiclass training multi_logloss multi_error Multiclass objective and metrics don't match Histogram LRU queue was enabled (histogram_pool_size=%f).
+ "objective":" "], "," "feature_names":[" ], "monotone_constraints":[ "tree_info":[ "tree_index": } #include "gbdt.h" #include <LightGBM/utils/common.h> #include <LightGBM/objective_function.h> #include <LightGBM/metric.h> #include <LightGBM/prediction_early_stop.h> #include <ctime> #include <sstream> #include <chrono> #include <string> #include <vector> #include <utility> namespace LightGBM { double (*PredictTreePtr[])(const double*) = { , PredictTree }; int early_stop_round_counter = 0; std::memset(output, 0, sizeof(double) * num_tree_per_iteration_); for (int i = 0; i < num_iteration_for_pred_; ++i) { for (int k = 0; k < num_tree_per_iteration_; ++k) { output[k] += (*PredictTreePtr[i * num_tree_per_iteration_ + k])(features); ++early_stop_round_counter; if (early_stop->round_period == early_stop_round_counter) { if (early_stop->callback_function(output, num_tree_per_iteration_)) return; early_stop_round_counter = 0; void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { ByMap output[k] += (*PredictTreeByMapPtr[i * num_tree_per_iteration_ + k])(features); void GBDT::PredictRawByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { void GBDT::Predict(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const { PredictRaw(features, output, early_stop); if (average_output_) { output[k] /= num_iteration_for_pred_; if (objective_function_ != nullptr) { objective_function_->ConvertOutput(output, output); void GBDT::PredictByMap(const std::unordered_map<int, double>& features, double* output, const PredictionEarlyStopInstance* early_stop) const { PredictRawByMap(features, output, early_stop); double (*PredictTreeLeafPtr[])(const double*) = { Leaf void GBDT::PredictLeafIndex(const double* features, double *output) const { int total_tree = num_iteration_for_pred_ * num_tree_per_iteration_; for (int i = 0; i < total_tree; ++i) { output[i] = (*PredictTreeLeafPtr[i])(features); double (*PredictTreeLeafByMapPtr[])(const std::unordered_map<int, double>&) = { LeafByMap void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const { output[i] = (*PredictTreeLeafByMapPtr[i])(features); } // namespace LightGBM #define USE_HARD_CODE 0 #ifndef USE_HARD_CODE #else #endif version= num_class= num_tree_per_iteration= label_index= max_feature_idx= objective= average_output feature_names= monotone_constraints= feature_infos= Tree= tree_sizes= end of trees feature importances: =
+parameters: end of parameters feature_names monotone_constraints Wrong line at model file: %s Model file doesn't specify the number of classes num_tree_per_iteration label_index Model file doesn't specify the label index max_feature_idx Model file doesn't specify max_feature_idx Wrong size of feature_names Model file doesn't contain feature_names Wrong size of monotone_constraints feature_infos Wrong size of feature_infos Model file doesn't contain feature_infos tree_sizes Model format error, expect a tree here. met %s parameters: Unknown importance type: only support split=0 and gain=1 v v v v ( @v @v v 0v pv pv v `v Multiclass early stopping needs predictions to be of length two or larger Binary early stopping needs predictions to be of length one Unknown early stopping type: ` y ` Py P } py Q pd ` @ e
+ e N g p @h 0i O @ 0 D:\a\1\s\src\io\bin.cpp Check failed: max_bin > 0 at %s, line %d .
+ Check failed: bin_upper_bound.size() <= static_cast<size_t>(max_bin) at %s, line %d .
+ Check failed: num_bin_ <= max_bin at %s, line %d .
+ Met negative value in categorical features, will convert it to NaN Met categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zero Check failed: default_bin_ > 0 at %s, line %d .
+ Using OrderedSparseBin->ConstructHistogram() instead `R $ c $ P P! `w d U f Pg Y X 0w ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba M @ @ 0 @ 0 `w pw K ` @ 0 `L 0 ` j ` @ Pk 0l S 05 % b $ % $ 5 * @, . 1 ' @& `w @c 8 PS pE 5 b P5 6 @5 PE p: < > B 8 6 `w pb Ё `w Y @ `w pw U l Pg X p `w pw v ba ba ba ba ba `U i Pg Y na null Parameter %s should be of type int, got "%s" Do not support non-ascii characters in config. Unknown parameter %s
+
gbrt random_forest regression_l2 mean_squared_error mse l2 l2_root root_mean_squared_error rmse mean_absolute_error l1 mae softmax multiclassova multiclass_ova ova ovr xentropy cross_entropy xentlambda cross_entropy_lambda mean_absolute_percentage_error custom binary_logloss ndcg lambdarank map mean_average_precision multi_logloss kldiv kullback_leibler task train training predict prediction test convert_model refit refit_tree Unknown task type %s device_type gpu Unknown device type %s tree_learner feature_parallel data data_parallel voting voting_parallel Unknown tree learner type %s seed D:\a\1\s\src\io\config.cpp Check failed: valid.size() == valid_data_initscores.size() at %s, line %d .
+ Number of classes should be specified and greater than 1 for multiclass training Number of classes must be 1 for non-multiclass training multi_error Multiclass objective and metrics don't match Histogram LRU queue was enabled (histogram_pool_size=%f).
Will disable this to reduce communication costs Accuracy may be bad since you didn't set num_leaves and 2^max_depth > num_leaves ]
- [boosting: [objective: [metric: [tree_learner: [device_type: invalid stod argument stod argument out of range nan inf infinity Unknown token %s in data file Parameter %s should be of type double, got "%s" - + Parameter %s should be "true"/"+" or "false"/"-", got "%s" config_file task_type objective_type app application boosting_type boost train_data train_data_file data_filename valid valid_data valid_data_file test_data test_data_file valid_filenames num_iterations num_iteration n_iter num_tree num_trees num_round num_rounds num_boost_round n_estimators learning_rate shrinkage_rate eta num_leaves num_leaf max_leaves max_leaf tree_type tree_learner_type num_threads num_thread nthread nthreads n_jobs device random_seed random_state min_data_in_leaf min_data_per_leaf min_data min_child_samples min_sum_hessian_in_leaf min_sum_hessian_per_leaf min_sum_hessian min_hessian min_child_weight bagging_fraction sub_row subsample bagging bagging_freq subsample_freq bagging_seed bagging_fraction_seed feature_fraction sub_feature colsample_bytree early_stopping_round early_stopping_rounds early_stopping max_delta_step max_tree_output max_leaf_output lambda_l1 reg_alpha lambda_l2 reg_lambda lambda min_gain_to_split min_split_gain drop_rate rate_drop top_k topk monotone_constraints mc monotone_constraint feature_contri feature_contrib fc fp feature_penalty forcedsplits_filename fs forced_splits_filename forced_splits_file forced_splits verbosity verbose bin_construct_sample_cnt subsample_for_bin histogram_pool_size hist_pool_size data_random_seed data_seed output_model model_output model_out snapshot_freq save_period input_model model_input model_in output_result predict_result prediction_result predict_name prediction_name pred_name name_pred initscore_filename init_score_filename init_score_file input_init_score valid_data_initscores valid_data_init_scores valid_init_score_file valid_init_score pre_partition is_pre_partition enable_bundle is_enable_bundle bundle is_enable_sparse is_sparse enable_sparse sparse two_round two_round_loading use_two_round_loading save_binary is_save_binary is_save_binary_file enable_load_from_binary_file load_from_binary_file binary_load load_binary header has_header label_column label weight_column weight group_column group_id query_column query_id ignore_column ignore_feature blacklist categorical_feature cat_feature categorical_column cat_column predict_raw_score is_predict_raw_score predict_rawscore raw_score predict_leaf_index is_predict_leaf_index leaf_index predict_contrib is_predict_contrib contrib convert_model_file num_classes is_unbalance unbalance unbalanced_sets metrics metric_types metric_freq output_freq is_provide_training_metric training_metric is_training_metric train_metric eval_at ndcg_eval_at ndcg_at map_eval_at map_at num_machines num_machine local_listen_port local_port port machine_list_filename machine_list_file machine_list mlist machines workers nodes max_depth feature_fraction_seed max_drop skip_drop xgboost_dart_mode uniform_drop drop_seed top_rate other_rate min_data_per_group max_cat_threshold cat_l2 cat_smooth max_cat_to_onehot refit_decay_rate max_bin min_data_in_bin max_conflict_rate sparse_threshold use_missing zero_as_missing num_iteration_predict pred_early_stop pred_early_stop_freq pred_early_stop_margin convert_model_language scale_pos_weight sigmoid boost_from_average reg_sqrt alpha fair_c poisson_max_delta_step tweedie_variance_power max_position label_gain time_out gpu_platform_id gpu_device_id gpu_use_dp D:\a\1\s\src\io\config_auto.cpp Check failed: num_iterations >=0 at %s, line %d .
+ [boosting: [objective: [metric: [tree_learner: [device_type: invalid stod argument stod argument out of range nan inf infinity Unknown token %s in data file Parameter %s should be of type double, got "%s" - + Parameter %s should be "true"/"+" or "false"/"-", got "%s" config_file task_type objective_type app application boosting_type boost train_data train_data_file data_filename valid valid_data valid_data_file test_data test_data_file valid_filenames num_iterations num_iteration n_iter num_tree num_trees num_round num_rounds num_boost_round n_estimators learning_rate shrinkage_rate eta num_leaves num_leaf max_leaves max_leaf tree_type tree_learner_type num_threads num_thread nthread nthreads n_jobs device random_seed random_state min_data_in_leaf min_data_per_leaf min_data min_child_samples min_sum_hessian_in_leaf min_sum_hessian_per_leaf min_sum_hessian min_hessian min_child_weight bagging_fraction sub_row subsample bagging pos_bagging_fraction pos_sub_row pos_subsample pos_bagging neg_bagging_fraction neg_sub_row neg_subsample neg_bagging bagging_freq subsample_freq bagging_seed bagging_fraction_seed feature_fraction sub_feature colsample_bytree feature_fraction_bynode sub_feature_bynode colsample_bynode early_stopping_round early_stopping_rounds early_stopping n_iter_no_change max_delta_step max_tree_output max_leaf_output lambda_l1 reg_alpha lambda_l2 reg_lambda lambda min_gain_to_split min_split_gain drop_rate rate_drop top_k topk mc monotone_constraint feature_contri feature_contrib fc fp feature_penalty forcedsplits_filename fs forced_splits_filename forced_splits_file forced_splits verbosity verbose bin_construct_sample_cnt subsample_for_bin histogram_pool_size hist_pool_size data_random_seed data_seed output_model model_output model_out snapshot_freq save_period input_model model_input model_in output_result predict_result prediction_result predict_name prediction_name pred_name name_pred initscore_filename init_score_filename init_score_file input_init_score valid_data_initscores valid_data_init_scores valid_init_score_file valid_init_score pre_partition is_pre_partition enable_bundle is_enable_bundle bundle is_enable_sparse is_sparse enable_sparse sparse two_round two_round_loading use_two_round_loading save_binary is_save_binary is_save_binary_file header has_header label_column label weight_column weight group_column group_id query_column query_id ignore_column ignore_feature blacklist categorical_feature cat_feature categorical_column cat_column predict_raw_score is_predict_raw_score predict_rawscore raw_score predict_leaf_index is_predict_leaf_index leaf_index predict_contrib is_predict_contrib contrib convert_model_file num_classes is_unbalance unbalance unbalanced_sets metrics metric_types metric_freq output_freq is_provide_training_metric training_metric is_training_metric train_metric eval_at ndcg_eval_at ndcg_at map_eval_at map_at num_machines num_machine local_listen_port local_port port machine_list_filename machine_list_file machine_list mlist machines workers nodes max_depth feature_fraction_seed first_metric_only max_drop skip_drop xgboost_dart_mode uniform_drop drop_seed top_rate other_rate min_data_per_group max_cat_threshold cat_l2 cat_smooth max_cat_to_onehot forcedbins_filename refit_decay_rate cegb_tradeoff cegb_penalty_split cegb_penalty_feature_lazy cegb_penalty_feature_coupled max_bin max_bin_by_feature min_data_in_bin max_conflict_rate sparse_threshold use_missing zero_as_missing num_iteration_predict pred_early_stop pred_early_stop_freq pred_early_stop_margin convert_model_language scale_pos_weight sigmoid boost_from_average reg_sqrt alpha fair_c poisson_max_delta_step tweedie_variance_power max_position lambdamart_norm label_gain multi_error_top_k time_out gpu_platform_id gpu_device_id gpu_use_dp D:\a\1\s\src\io\config_auto.cpp Check failed: num_iterations >=0 at %s, line %d .
Check failed: learning_rate >0.0 at %s, line %d .
Check failed: num_leaves >1 at %s, line %d .
- Check failed: min_data_in_leaf >=0 at %s, line %d .
+ Check failed: num_leaves <=131072 at %s, line %d .
+ Check failed: min_data_in_leaf >=0 at %s, line %d .
Check failed: min_sum_hessian_in_leaf >=0.0 at %s, line %d .
Check failed: bagging_fraction >0.0 at %s, line %d .
Check failed: bagging_fraction <=1.0 at %s, line %d .
- Check failed: feature_fraction >0.0 at %s, line %d .
+ Check failed: pos_bagging_fraction >0.0 at %s, line %d .
+ Check failed: pos_bagging_fraction <=1.0 at %s, line %d .
+ Check failed: neg_bagging_fraction >0.0 at %s, line %d .
+ Check failed: neg_bagging_fraction <=1.0 at %s, line %d .
+ Check failed: feature_fraction >0.0 at %s, line %d .
Check failed: feature_fraction <=1.0 at %s, line %d .
- Check failed: lambda_l1 >=0.0 at %s, line %d .
+ Check failed: feature_fraction_bynode >0.0 at %s, line %d .
+ Check failed: feature_fraction_bynode <=1.0 at %s, line %d .
+ Check failed: lambda_l1 >=0.0 at %s, line %d .
Check failed: lambda_l2 >=0.0 at %s, line %d .
Check failed: min_gain_to_split >=0.0 at %s, line %d .
Check failed: drop_rate >=0.0 at %s, line %d .
Check failed: drop_rate <=1.0 at %s, line %d .
Check failed: skip_drop >=0.0 at %s, line %d .
@@ -2350,11 +2300,13 @@
Check failed: cat_smooth >=0.0 at %s, line %d .
Check failed: max_cat_to_onehot >0 at %s, line %d .
Check failed: top_k >0 at %s, line %d .
Check failed: refit_decay_rate >=0.0 at %s, line %d .
Check failed: refit_decay_rate <=1.0 at %s, line %d .
- Check failed: max_bin >1 at %s, line %d .
+ Check failed: cegb_tradeoff >=0.0 at %s, line %d .
+ Check failed: cegb_penalty_split >=0.0 at %s, line %d .
+ Check failed: max_bin >1 at %s, line %d .
Check failed: min_data_in_bin >0 at %s, line %d .
Check failed: bin_construct_sample_cnt >0 at %s, line %d .
Check failed: max_conflict_rate >=0.0 at %s, line %d .
Check failed: max_conflict_rate <1.0 at %s, line %d .
Check failed: sparse_threshold >0.0 at %s, line %d .
@@ -2367,20 +2319,40 @@
Check failed: poisson_max_delta_step >0.0 at %s, line %d .
Check failed: tweedie_variance_power >=1.0 at %s, line %d .
Check failed: tweedie_variance_power <2.0 at %s, line %d .
Check failed: max_position >0 at %s, line %d .
Check failed: metric_freq >0 at %s, line %d .
- Check failed: num_machines >0 at %s, line %d .
+ Check failed: multi_error_top_k >0 at %s, line %d .
+ Check failed: num_machines >0 at %s, line %d .
Check failed: local_listen_port >0 at %s, line %d .
Check failed: time_out >0 at %s, line %d .
- [data: [valid: [num_iterations: [learning_rate: [num_leaves: [num_threads: [max_depth: [min_data_in_leaf: [min_sum_hessian_in_leaf: [bagging_fraction: [bagging_freq: [bagging_seed: [feature_fraction: [feature_fraction_seed: [early_stopping_round: [max_delta_step: [lambda_l1: [lambda_l2: [min_gain_to_split: [drop_rate: [max_drop: [skip_drop: [xgboost_dart_mode: [uniform_drop: [drop_seed: [top_rate: [other_rate: [min_data_per_group: [max_cat_threshold: [cat_l2: [cat_smooth: [max_cat_to_onehot: [top_k: [monotone_constraints: [feature_contri: [forcedsplits_filename: [refit_decay_rate: [verbosity: [max_bin: [min_data_in_bin: [bin_construct_sample_cnt: [histogram_pool_size: [data_random_seed: [output_model: [snapshot_freq: [input_model: [output_result: [initscore_filename: [valid_data_initscores: [pre_partition: [enable_bundle: [max_conflict_rate: [is_enable_sparse: [sparse_threshold: [use_missing: [zero_as_missing: [two_round: [save_binary: [enable_load_from_binary_file: [header: [label_column: [weight_column: [group_column: [ignore_column: [categorical_feature: [predict_raw_score: [predict_leaf_index: [predict_contrib: [num_iteration_predict: [pred_early_stop: [pred_early_stop_freq: [pred_early_stop_margin: [convert_model_language: [convert_model: [num_class: [is_unbalance: [scale_pos_weight: [sigmoid: [boost_from_average: [reg_sqrt: [alpha: [fair_c: [poisson_max_delta_step: [tweedie_variance_power: [max_position: [label_gain: [metric_freq: [is_provide_training_metric: [eval_at: [num_machines: [local_listen_port: [time_out: [machine_list_filename: [machines: [gpu_platform_id: [gpu_device_id: [gpu_use_dp: D:\a\1\s\include\LightGBM/feature_group.h Check failed: static_cast<int>(bin_mappers.size()) == num_feature at %s, line %d .
- ______LightGBM_Binary_File_Token______
+ [data: [valid: [num_iterations: [learning_rate: [num_leaves: [num_threads: [max_depth: [min_data_in_leaf: [min_sum_hessian_in_leaf: [bagging_fraction: [pos_bagging_fraction: [neg_bagging_fraction: [bagging_freq: [bagging_seed: [feature_fraction: [feature_fraction_bynode: [feature_fraction_seed: [early_stopping_round: [first_metric_only: [max_delta_step: [lambda_l1: [lambda_l2: [min_gain_to_split: [drop_rate: [max_drop: [skip_drop: [xgboost_dart_mode: [uniform_drop: [drop_seed: [top_rate: [other_rate: [min_data_per_group: [max_cat_threshold: [cat_l2: [cat_smooth: [max_cat_to_onehot: [top_k: [monotone_constraints: [feature_contri: [forcedsplits_filename: [forcedbins_filename: [refit_decay_rate: [cegb_tradeoff: [cegb_penalty_split: [cegb_penalty_feature_lazy: [cegb_penalty_feature_coupled: [verbosity: [max_bin: [max_bin_by_feature: [min_data_in_bin: [bin_construct_sample_cnt: [histogram_pool_size: [data_random_seed: [output_model: [snapshot_freq: [input_model: [output_result: [initscore_filename: [valid_data_initscores: [pre_partition: [enable_bundle: [max_conflict_rate: [is_enable_sparse: [sparse_threshold: [use_missing: [zero_as_missing: [two_round: [save_binary: [header: [label_column: [weight_column: [group_column: [ignore_column: [categorical_feature: [predict_raw_score: [predict_leaf_index: [predict_contrib: [num_iteration_predict: [pred_early_stop: [pred_early_stop_freq: [pred_early_stop_margin: [convert_model_language: [convert_model: [num_class: [is_unbalance: [scale_pos_weight: [sigmoid: [boost_from_average: [reg_sqrt: [alpha: [fair_c: [poisson_max_delta_step: [tweedie_variance_power: [max_position: [lambdamart_norm: [label_gain: [metric_freq: [is_provide_training_metric: [eval_at: [multi_error_top_k: [num_machines: [local_listen_port: [time_out: [machine_list_filename: [machines: [gpu_platform_id: [gpu_device_id: [gpu_use_dp: D:\a\1\s\include\LightGBM/feature_group.h Check failed: static_cast<int>(bin_mappers->size()) == num_feature at %s, line %d .
+ ______LightGBM_Binary_File_Token______
noname D:\a\1\s\src\io\dataset.cpp Check failed: num_data > 0 at %s, line %d .
There are no meaningful features, as all feature values are constant. Check failed: static_cast<size_t>(num_total_features_) == io_config.monotone_constraints.size() at %s, line %d .
Check failed: static_cast<size_t>(num_total_features_) == io_config.feature_contri.size() at %s, line %d .
- Cannot change max_bin after constructed Dataset handle. Cannot change bin_construct_sample_cnt after constructed Dataset handle. Cannot change min_data_in_bin after constructed Dataset handle. Cannot change use_missing after constructed Dataset handle. Cannot change zero_as_missing after constructed Dataset handle. Cannot change sparse_threshold after constructed Dataset handle. Check failed: num_used_indices == num_data_ at %s, line %d .
- target weights Bianry file %s already exists .bin File %s exists, cannot save binary to it Cannot write binary data to %s Saving data to binary file %s name: Using column %s as label Could not find label column %s in data file
+ Check failed: static_cast<size_t>(num_total_features_) == io_config.max_bin_by_feature.size() at %s, line %d .
+ Check failed: *(std::min_element(io_config.max_bin_by_feature.begin(), io_config.max_bin_by_feature.end())) > 1 at %s, line %d .
+ Cannot change max_bin after constructed Dataset handle. Cannot change max_bin_by_feature after constructed Dataset handle. Cannot change bin_construct_sample_cnt after constructed Dataset handle. Cannot change min_data_in_bin after constructed Dataset handle. Cannot change use_missing after constructed Dataset handle. Cannot change zero_as_missing after constructed Dataset handle. Cannot change sparse_threshold after constructed Dataset handle. Cannot change forced bins after constructed Dataset handle. Check failed: num_used_indices == num_data_ at %s, line %d .
+ target weights Bianry file %s already exists .bin File %s exists, cannot save binary to it Cannot write binary data to %s Saving data to binary file %s wt num_features: %d
+ num_total_features: %d
+ num_groups: %d
+ num_data: %d
+ feature_names: %s,
+monotone_constraints: %d,
+feature_penalty: %lf,
+max_bin_by_feature:
+forced_bins:
+feature %d: NA, Cannot add features from other Dataset with a different number of rows invalid vector<bool> subscript P
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+ @ @ `w 0 name: Using column %s as label Could not find label column %s in data file
or data file doesn't contain header label_column is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using column number %d as label Could not find ignore column %s in data file ignore_column is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using column %s as weight Could not find weight column %s in data file weight_column is not a number,
@@ -2390,3110 +2362,2451 @@
please add the prefix "name:" to the column name Using column number %d as group/query id Could not find categorical_feature %s in data file categorical_feature is not a number,
if you want to use a column name,
please add the prefix "name:" to the column name Using a query id without pre-partitioning the data file is not supported for parallel training.
Please use an additional query file or pre-partition the data Could not recognize data format of %s Could not read binary data from %s Binary file error: token has the wrong size Input file is not LightGBM binary file Binary file error: header has the wrong size Binary file error: header is incorrect D:\a\1\s\src\io\dataset_loader.cpp Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.monotone_constraints.size() at %s, line %d .
Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.feature_contri.size() at %s, line %d .
- Binary file error: meta data has the wrong size Binary file error: meta data is incorrect Current query exceeds the range of the query file,
-please ensure the query file is correct Binary file error: feature %d has the wrong size Binary file error: feature %d is incorrect, read count: %d Column_ Data file %s is empty Size of feature name error, should be %d, got %d Features in dataset should be ordered by group Query id exceeds the range of the query file, please ensure the query file is correct Check failed: label_idx_ >= 0 && label_idx_ <= dataset->num_total_features_ at %s, line %d .
+ Check failed: static_cast<size_t>(dataset->num_total_features_) == config_.max_bin_by_feature.size() at %s, line %d .
+ Check failed: *(std::min_element(config_.max_bin_by_feature.begin(), config_.max_bin_by_feature.end())) > 1 at %s, line %d .
+ Binary file error: meta data has the wrong size Binary file error: meta data is incorrect Current query exceeds the range of the query file,
+please ensure the query file is correct Binary file error: feature %d has the wrong size Binary file error: feature %d is incorrect, read count: %d Column_ Check failed: static_cast<size_t>(num_col) == config_.max_bin_by_feature.size() at %s, line %d .
+ The output cannot be monotone with respect to categorical features Check failed: buffer_size >= 0 at %s, line %d .
+ Data file %s is empty Size of feature name error, should be %d, got %d Features in dataset should be ordered by group Query id exceeds the range of the query file, please ensure the query file is correct Check failed: label_idx_ >= 0 && label_idx_ <= dataset->num_total_features_ at %s, line %d .
Check failed: weight_idx_ < 0 || weight_idx_ < dataset->num_total_features_ at %s, line %d .
Check failed: group_idx_ < 0 || group_idx_ < dataset->num_total_features_ at %s, line %d .
- Cannot open data file %s y d d i d y w z 0e 0e `i e e w x e e 0i e x w x f f g f @{ w z e e i e x w w d d Pj d x w 0w `f `f h Pf e w w e e h e e w w 0f 0f g f @{ w x pe pe K `e x w X} 0q p p | 4u @u p } o "
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- rb hdfs:// HDFS support is not enabled wb : %d %.17g \" \\ \f \b \r \n \u%04x \t \u2029 \u2028 '%c' (%d) [ Unexpected end of input after start of comment (%d) Malformed comment Unexpected end of input inside multi-line comment Unexpected end of input in string Unexpected end of input Unescaped in string Invalid escape character Bad \u escape: in number Leading 0s not permitted in numbers At least one digit required in fractional part Invalid , got At least one digit required in exponent Exceeded maximum nesting depth Parse error: expected Expected ':' in object, got Expected '"' in object, got Expected ',' in list, got Expected ',' in object, got Unexpected trailing Expected value, got 8 p к @ `] J w P 0 ~ ~ p p~ P] J @~ `] J 8 `] Ј J `] J @~ `] % `] ~ p к @ `] J P % `] ~ 0 `] J 0 `] J 0 w ` P @ `] ~ @~ ` 0 % `] x 0 } ~ @ } } J @~ Є ` `] @ `] J w ` "
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- `] J u % `] % `] Using weights in data file, ignoring the additional weights file Data partition error, data didn't match queries Using query id in data file, ignoring the additional query file Query size doesn't match data size Weights size doesn't match data size Cannot used query_id for parallel training Initial score size doesn't match data size Length of label is not same with #data label cannot be nullptr Sum of query counts is not same with #data Length of weights is not same with #data Loading weights... .weight Loading initial scores... .init .query Invalid initial score file. Redundant or insufficient columns Loading query weights... Loading query boundaries... Input format error when parsing as TSV Input format error when parsing as CSV Input format error when parsing as LibSVM Label should be the first column in a LibSVM file Data file %s couldn't be read Data file %s doesn't exist Data file %s only has one line Data file %s should have at least one line Unknown format of training data Data file %s doesn't contain a label column @ ` "
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- ` ` P w w Р w w h e w w w h @ П e w num_cat= num_leaves= split_gain= split_feature= decision_type= threshold= right_child= left_child= leaf_count= leaf_value= internal_count= internal_value= cat_threshold= cat_boundaries= "num_leaves": shrinkage= "shrinkage": "num_cat": "tree_structure":{ "leaf_value": "split_index": "tree_structure": "split_gain": "split_feature": "threshold":" || "threshold": "decision_type":"==", "default_left":true, "decision_type":"<=", "missing_type":"None", "default_left":false, "missing_type":"NaN", "missing_type":"Zero", "internal_count": "internal_value": "right_child": "left_child": "leaf_count": "leaf_index": if (fval <= ) { || Tree::IsZero(fval) || std::isnan(fval)) { && !Tree::IsZero(fval) && !std::isnan(fval)) { if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); } ) && (((cat_threshold[ if (int_fval >= 0 && int_fval < 32 * ( double PredictTree + int_fval / 32] >> (int_fval & 31)) & 1))) { ; (const double* arr) { const std::vector<uint32_t> cat_threshold = { return double fval = 0.0f; }; } int int_fval = 0; ]; (const std::unordered_map<int, double>& arr) { } else { fval = arr[ ) > 0 ? arr.at( ) : 0.0f; Tree model should contain num_leaves field fval = arr.count( Tree model should contain num_cat field num_cat Tree model string format error, should contain leaf_value field leaf_value Tree model string format error, should contain left_child field left_child Tree model string format error, should contain right_child field right_child Tree model string format error, should contain split_feature field split_feature Tree model string format error, should contain threshold field threshold internal_count split_gain leaf_count internal_value cat_boundaries decision_type cat_threshold Tree model should contain cat_boundaries field. shrinkage Tree model should contain cat_threshold field D:\a\1\s\include\LightGBM/utils/common.h %g Check failed: strs.size() == static_cast<size_t>(n) at %s, line %d .
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- d ' @B ʚ; ` ` P e w D:\a\1\s\src\metric\dcg_calculator.cpp label should be int type (met %f) for ranking task,
-for the gain of label, please set the label_gain parameter Check failed: eval_at->at(i) > 0 at %s, line %d .
- label (%d) excel the max range %d 8 0 rmse l1 l2 fair huber gamma poisson Check failed: label > 0 at %s, line %d .
- d:\a\1\s\src\metric\regression_metric.hpp tweedie gamma-deviance binary_error binary_logloss ndcg@ auc map@ The NDCG metric requires query information Total groups: %d, total data: %d For MAP metric, there should be query information d:\a\1\s\src\metric\xentropy_metric.hpp xentropy Init label_ Can't be NULL at %s, line %d .
- [%s:%s]: (metric) weights not allowed to be negative [%s:%s]: (metric) labels passed interval [0, 1] check [%s:%s]: sum-of-weights = %f [%s:%s]: sum-of-weights = %f is non-positive [%s:%s]: (metric) all weights must be positive xentlambda [%s:%s]: (metric) at least one weight is negative kldiv regression_l2 %s offset term = %f mse mean_squared_error root_mean_squared_error l2_root mae mean_absolute_error lambdarank ndcg mean_average_precision map cross_entropy_lambda cross_entropy mean_absolute_percentage_error kullback_leibler gamma_deviance ( @ 0 ` ` к p 0 0 @ ` 0 p 0 0 P 0 ` @ 0 @
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0 p Б P 0 ` Socket construction error Set SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at least Set TCP_NODELAY failed Set SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at least Socket error: Winsock.dll version error Socket error: WSAStartup error GetAdaptersinfo error: allocating memory Error code %d, when getting local host name 0.0.0.0 GetAdaptersinfo error: code %d Socket send error, code: %d Socket accept error, code: %d Machine list file doesn't contain the local machine Socket recv error, code: %d Machine list file %s doesn't exist Finished linking network in %f seconds machine_list size is larger than the parameter num_machines, ignoring redundant entries rank= World size is larger than the machine_list size, change world size to %d Cannot find any ip and port.
-Please check machine_list_filename or machines parameter Binding port %d succeeded Trying to bind port %d... Listening... Binding port %d failed Connected to rank %d Connecting to rank %d failed, waiting for %d milliseconds 0i 0 Please initilize the network interface first Local rank: %d, total number of machines: %d sqrt sqrt Check failed: threshold >= weighted_cdf[pos - 1] at %s, line %d .
- d:\a\1\s\src\objective\regression_objective.hpp Cannot use sqrt transform in %s Regression, will auto disable it Check failed: threshold < weighted_cdf[pos] at %s, line %d .
- [%s]: sum of labels is zero [%s]: at least one target label is negative Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d .
- Cannot set is_unbalance and scale_pos_weight at the same time Sigmoid parameter %f should be greater than zero Contains only one class Starting from the 2.1.2 version, default value for the "boost_from_average" parameter in "binary" objective is true.
+ Cannot open data file %s Could not open %s. Will ignore. Check failed: forced_bins_json.is_array() at %s, line %d .
+ Check failed: feature_num < num_total_features at %s, line %d .
+ Feature %d is categorical. Will ignore forced bins for this feature. bin_upper_bound hdfs:// rb wb HDFS support is not enabled # P " 8# ba ba " ba ba : %d %.17g \" \\ \f \b \r \n \u%04x \t \u2029 \u2028 '%c' (%d) [ Unexpected end of input after start of comment (%d) Malformed comment Unexpected end of input inside multi-line comment Unexpected end of input in string Unexpected end of input Unescaped in string Invalid escape character Bad \u escape: in number Leading 0s not permitted in numbers At least one digit required in fractional part Invalid , got At least one digit required in exponent Exceeded maximum nesting depth Parse error: expected Expected ':' in object, got Expected '"' in object, got Expected ',' in list, got Expected ',' in object, got Unexpected trailing Expected value, got h) @_ ^ ^ p\ ( v ( ( ) ( # (+ a P" " @` @" v ( ( ( ( ( " ' _ p_ `_ P_ ( v ( ( ( ( ( " h' v PZ ( v ( ( ( ( ( " 0. Pk j `l @) k j Y % @_ ^ ^ p\ ( v ( ( ( ( ( # ) k j Y $ `\ [ Z Z ( v ( ( ( ( ( p# % `\ [ Z Z ( v ( ( ) ( p# + 0` ` ` _ ( " ( ( ( ( ( " ' k j X % a ! ! a ! ! v ( ( ( ( ( " + k j 0l p& _ p_ `_ P_ ( v ( ( ( ( " ) ba ba ba ba ( v ( ( ( ( ( , k j Y ( k j Y Using query id in data file, ignoring the additional query file Using weights in data file, ignoring the additional weights file Weights size doesn't match data size Data partition error, data didn't match queries Initial score size doesn't match data size Query size doesn't match data size label cannot be nullptr Cannot used query_id for parallel training Length of weights is not same with #data Length of label is not same with #data .weight Sum of query counts is not same with #data .init Loading weights... Invalid initial score file. Redundant or insufficient columns Loading initial scores... Loading query boundaries... .query Loading query weights... Input format error when parsing as TSV Input format error when parsing as CSV Input format error when parsing as LibSVM Label should be the first column in a LibSVM file Data file %s couldn't be read Data file %s doesn't exist Data file %s only has one line Data file %s should have at least one line Unknown format of training data Data file %s doesn't contain a label column . p ` @/ p ` / ba ba 0 p P p1 F F H pF 4 H H 0H G p
+ d ' @B ʚ;p2 F F H F 83 G G @H G p 2 @G @G `H 0G p 1 G G pH F H1 G G PH pG p p3 @F @F H 0F num_cat= num_leaves= split_gain= split_feature= decision_type= threshold= right_child= left_child= leaf_weight= leaf_value= internal_value= leaf_count= internal_count= internal_weight= cat_threshold= cat_boundaries= "num_leaves": shrinkage= "shrinkage": "num_cat": "tree_structure":{ "leaf_value": "split_index": "tree_structure": "split_gain": "split_feature": "threshold":" || "threshold": "decision_type":"==", "default_left":true, "decision_type":"<=", "missing_type":"None", "default_left":false, "missing_type":"NaN", "missing_type":"Zero", "internal_weight": "internal_value": "left_child": "internal_count": "leaf_index": "right_child": "leaf_count": "leaf_weight": if (fval <= ) { || Tree::IsZero(fval) || std::isnan(fval)) { && !Tree::IsZero(fval) && !std::isnan(fval)) { if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); } ) && (((cat_threshold[ if (int_fval >= 0 && int_fval < 32 * ( double PredictTree + int_fval / 32] >> (int_fval & 31)) & 1))) { ; (const double* arr) { const std::vector<uint32_t> cat_threshold = { return double fval = 0.0f; }; } int int_fval = 0; ]; (const std::unordered_map<int, double>& arr) { } else { fval = arr[ ) > 0 ? arr.at( ) : 0.0f; Tree model should contain num_leaves field fval = arr.count( Tree model should contain num_cat field num_cat Tree model string format error, should contain leaf_value field leaf_value left_child shrinkage right_child Tree model string format error, should contain left_child field split_feature Tree model string format error, should contain right_child field threshold Tree model string format error, should contain split_feature field split_gain Tree model string format error, should contain threshold field internal_value internal_count leaf_weight internal_weight decision_type leaf_count Tree model should contain cat_boundaries field. cat_boundaries Tree model should contain cat_threshold field cat_threshold D:\a\1\s\include\LightGBM/utils/common.h %g Check failed: strs.size() == static_cast<size_t>(n) at %s, line %d .
+ Check failed: eval_at->at(i) > 0 at %s, line %d .
+ D:\a\1\s\src\metric\dcg_calculator.cpp label (%d) excel the max range %d label should be int type (met %f) for ranking task,
+for the gain of label, please set the label_gain parameter 89 ] `] : `| `] ~ F `w P A 0m pf j p] j 5 x P P ; Pv p s p] s : x P X? y P @ 8 `z 0 P ` p; e ] `] p] ^ 07 @y С P x= w Ш P h7 `z 0 P ` E z P P PC x P 5 w P P @ x P @ 8 Ђ 5 x P P x: `w P (< @y С P C z P P 86 0n `] 7 ] `] HG z ` P F 0n `] < ` P @ n `] @ = \ ba ba ba ba P< w Ш P (= \ `] 0 xE \ `] 0 @ w P P G x P @ PD y P @ 7 n `] @ 9 z ` P auc binary_error For MAP metric, there should be query information map@ multi_error@ Total groups: %d, total data: %d The NDCG metric requires query information ndcg@ fair huber gamma poisson Check failed: label > 0 at %s, line %d .
+ d:\a\1\s\src\metric\regression_metric.hpp tweedie gamma_deviance label_ Can't be NULL at %s, line %d .
+ d:\a\1\s\src\metric\xentropy_metric.hpp [%s:%s]: (metric) labels passed interval [0, 1] check Init [%s:%s]: sum-of-weights = %f is non-positive [%s:%s]: (metric) weights not allowed to be negative [%s:%s]: (metric) all weights must be positive [%s:%s]: sum-of-weights = %f %s offset term = %f [%s:%s]: (metric) at least one weight is negative H P Socket construction error Set SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at least Set TCP_NODELAY failed Set SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at least Socket error: Winsock.dll version error Socket error: WSAStartup error GetAdaptersinfo error: allocating memory Error code %d, when getting local host name 0.0.0.0 GetAdaptersinfo error: code %d Socket send error, code: %d Socket accept error, code: %d Machine list file doesn't contain the local machine Socket recv error, code: %d Machine list file %s doesn't exist Finished linking network in %f seconds machine_list size is larger than the parameter num_machines, ignoring redundant entries rank= World size is larger than the machine_list size, change world size to %d Cannot find any ip and port.
+Please check machine_list_filename or machines parameter Binding port %d succeeded Trying to bind port %d... Listening... Binding port %d failed Connected to rank %d Connecting to rank %d failed, waiting for %d milliseconds Local rank: %d, total number of machines: %d Please initilize the network interface first `H N S @s s U { s v a a S T (N s q Pr r v v " r v a a r T K P# ba ba ba v v " ( v a a @# ba @I P v v " v a a ` K Cannot set is_unbalance and scale_pos_weight at the same time Sigmoid parameter %f should be greater than zero Contains only one class Starting from the 2.1.2 version, default value for the "boost_from_average" parameter in "binary" objective is true.
This may cause significantly different results comparing to the previous versions of LightGBM.
-Try to set boost_from_average=false, if your old models produce bad results BoostFromScore Number of positive: %d, number of negative: %d sigmoid: [%s:%s]: pavg=%f -> initscore=%f Lambdarank tasks require query information Sigmoid param %f should be greater than zero Label must be in [0, %d), but found %d in label Objective should contain num_class field d:\a\1\s\src\objective\xentropy_objective.hpp num_class: [%s]: at least one weight is negative [%s:%s]: (objective) labels passed interval [0, 1] check [%s:%s]: pavg = %f -> initscore = %f [%s]: sum of weights is zero [%s:%s]: min, max weights = %f, %f; ratio = %f [%s]: at least one weight is non-positive Unknown objective type name: %s [%s:%s]: havg = %f -> initscore = %f 0 p J Ј J 0 0 Ј Ћ @ p J J ` ` Ј 0 0 J Ч @ 0 J J Ј J 0 0 Ј Ћ w w w x w 8 p 0 J J @ Ј J 0 0 Ј # P @! J J # # Ј J P! ! е J J Ј J 0 0 Ј Ћ 0 ` J J Ј J 0 0 J Ї 8 p Ј @ Ј J 0 0 Ј Ћ @ @ 0 Ј Ј P P Ј J 0 0 Ј Ћ - P) + P+ J J , Ј J 0 0 Ј `+ + J J Ј J 0 @ J J @ Ј J 0 0 Ј H Ј Ј J 0 0 Ј Ћ p 0 J J @ Ј J 0 0 Ј آ "
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- d:\a\1\s\src\treelearner\serial_tree_learner.h GPU Tree Learner was not enabled in this build.
-Please recompile with CMake option -DUSE_GPU=1 Check failed: tree->num_leaves() <= data_partition_->num_leaves() at %s, line %d .
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- y w Invalid categorical threshold split 'Forced Split' will be ignored since the gain getting worse. Check failed: cache_size_ >= 2 at %s, line %d .
- d:\a\1\s\src\treelearner\feature_histogram.hpp Check failed: offset == num_total_bin at %s, line %d .
- Total Bins %d D:\a\1\s\src\treelearner\serial_tree_learner.cpp Number of data: %d, number of used features: %d No further splits with positive gain, best gain: %f Check failed: num_features_ == train_data_->num_features() at %s, line %d .
- Check failed: data_partition_->num_leaves() >= tree->num_leaves() at %s, line %d .
- Trained a tree with leaves = %d and max_depth = %d left Check failed: inner_feature_index >= 0 at %s, line %d .
+Try to set boost_from_average=false, if your old models produce bad results BoostFromScore Number of positive: %d, number of negative: %d sigmoid: [%s:%s]: pavg=%f -> initscore=%f Label must be in [0, %d), but found %d in label Objective should contain num_class field Sigmoid param %f should be greater than zero num_class: sqrt Lambdarank tasks require query information d:\a\1\s\src\objective\regression_objective.hpp sqrt Check failed: threshold < weighted_cdf[pos] at %s, line %d .
+ Check failed: threshold >= weighted_cdf[pos - 1] at %s, line %d .
+ [%s]: at least one target label is negative Cannot use sqrt transform in %s Regression, will auto disable it Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d .
+ [%s]: sum of labels is zero d:\a\1\s\src\objective\xentropy_objective.hpp Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric [%s]: at least one weight is negative [%s:%s]: (objective) labels passed interval [0, 1] check [%s:%s]: pavg = %f -> initscore = %f [%s]: sum of weights is zero [%s:%s]: min, max weights = %f, %f; ratio = %f [%s]: at least one weight is non-positive Unknown objective type name: %s [%s:%s]: havg = %f -> initscore = %f J @V S S S U v " U v a a S T N . ) P+ , v v " + , a a v ` , - P o S po o v v " U v a a S T XO P P p @ O s q Н v v " r v a a r T hI @@ < 0= = v v " @ @ ` ` v = P> 0Q pp S p `p v v " U v a a S T HJ N A B M v v " ( v a a v @# M P 0o S V o U P^ V v a a S T 0M ` М p p v a a S T HK Ф v v " v a a 0 ` I @ q 0 v v " r v a a r T R `7 p2 4 `5 v v " 6 7 ` ` v @5 p5 Check failed: tree->num_leaves() <= data_partition_->num_leaves() at %s, line %d .
+ d:\a\1\s\src\treelearner\serial_tree_learner.h GPU Tree Learner was not enabled in this build.
+Please recompile with CMake option -DUSE_GPU=1 S
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+ cegb_penalty_feature_coupled should be the same size as feature number. Check failed: offset == num_total_bin at %s, line %d .
+ Number of data: %d, number of used features: %d cegb_penalty_feature_lazy should be the same size as feature number. Check failed: num_features_ == train_data_->num_features() at %s, line %d .
+ D:\a\1\s\src\treelearner\serial_tree_learner.cpp Trained a tree with leaves = %d and max_depth = %d No further splits with positive gain, best gain: %f Check failed: inner_feature_index >= 0 at %s, line %d .
+ Check failed: data_partition_->num_leaves() >= tree->num_leaves() at %s, line %d .
+ right left Check failed: num_machines > 1 at %s, line %d .
Check failed: bag_cnt == num_data_ at %s, line %d .
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.?AV?$Value@$03V?$vector@VJson@json11@@V?$allocator@VJson@json11@@@std@@@std@@@json11@@ H8
.?AV?$Value@$02V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@json11@@ H8
.?AVJsonObject@json11@@ H8
.?AV?$Value@$00H@json11@@ H8
.?AV?$Value@$0A@UNullStruct@json11@@@json11@@ H8
.?AVJsonNull@json11@@ H8
.?AVJsonBoolean@json11@@ H8
.?AV?$_Ref_count_obj@VJsonDouble@json11@@@std@@ H8
.?AV?$Value@$04V?$map@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@VJson@json11@@U?$less@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@2@V?$allocator@U?$pair@$$CBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@VJson@json11@@@std@@@2@@std@@@json11@@ H8
.?AV_Ref_count_base@std@@ H8
.?AV?$_Ref_count_obj@VJsonArray@json11@@@std@@ H8
.?AV?$Value@$00N@json11@@ H8
.?AV?$_Ref_count_obj@VJsonObject@json11@@@std@@ H8
.?AV?$_Ref_count_obj@VJsonInt@json11@@@std@@ H8
.?AV?$_Ref_count_obj@VJsonString@json11@@@std@@ H8
.?AVLibSVMParser@LightGBM@@ H8
.?AVParser@LightGBM@@ H8
.?AVTSVParser@LightGBM@@ H8
.?AVCSVParser@LightGBM@@ H8
.?AV<lambda_65f3e17552b6bb0e645f983e08803b57>@@ H8
.?AV<lambda_6ea801806034d6f097e201c99dd9ed04>@@ H8
.?AV?$_Func_base@XHHH@std@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_6ea801806034d6f097e201c99dd9ed04>@@XHHH@std@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_b88ddbf67662ac9bf21d6305f8dedfe3>@@XHHH@std@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_205717753a8b0af3cc2a2864d4cdee04>@@XHHH@std@@ H8
.?AV<lambda_b88ddbf67662ac9bf21d6305f8dedfe3>@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_42b2e50905a255d25990779e720d88e8>@@XHHH@std@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_4b204298ee3ada4911dacaa6a995e8e6>@@XHHH@std@@ H8
.?AV<lambda_4b204298ee3ada4911dacaa6a995e8e6>@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_2445562d661b6bdc549361ca53c3f83f>@@XHHH@std@@ H8
.?AV<lambda_42b2e50905a255d25990779e720d88e8>@@ H8
.?AV<lambda_205717753a8b0af3cc2a2864d4cdee04>@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_e73b69608200b5e2d68daf43ce18c630>@@XHHH@std@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_65f3e17552b6bb0e645f983e08803b57>@@XHHH@std@@ H8
.?AV<lambda_e73b69608200b5e2d68daf43ce18c630>@@ H8
.?AV<lambda_2445562d661b6bdc549361ca53c3f83f>@@ H8
.?AVL2Metric@LightGBM@@ H8
.?AV?$BinaryMetric@VBinaryLoglossMetric@LightGBM@@@LightGBM@@ H8
.?AVMetric@LightGBM@@ H8
.?AV?$RegressionMetric@VL2Metric@LightGBM@@@LightGBM@@ H8
.?AVMultiSoftmaxLoglossMetric@LightGBM@@ H8
.?AV?$RegressionMetric@VTweedieMetric@LightGBM@@@LightGBM@@ H8
.?AV?$MulticlassMetric@VMultiErrorMetric@LightGBM@@@LightGBM@@ H8
.?AV?$RegressionMetric@VRMSEMetric@LightGBM@@@LightGBM@@ H8
.?AVMultiErrorMetric@LightGBM@@ H8
.?AVRMSEMetric@LightGBM@@ H8
.?AVCrossEntropyLambdaMetric@LightGBM@@ H8
.?AV?$RegressionMetric@VHuberLossMetric@LightGBM@@@LightGBM@@ H8
.?AV?$BinaryMetric@VBinaryErrorMetric@LightGBM@@@LightGBM@@ H8
.?AVHuberLossMetric@LightGBM@@ H8
.?AVCrossEntropyMetric@LightGBM@@ H8
.?AVTweedieMetric@LightGBM@@ H8
.?AVFairLossMetric@LightGBM@@ H8
.?AVQuantileMetric@LightGBM@@ H8
.?AVGammaDevianceMetric@LightGBM@@ H8
.?AV?$RegressionMetric@VGammaMetric@LightGBM@@@LightGBM@@ H8
.?AVAUCMetric@LightGBM@@ H8
.?AVNDCGMetric@LightGBM@@ H8
.?AVL1Metric@LightGBM@@ H8
.?AV?$RegressionMetric@VFairLossMetric@LightGBM@@@LightGBM@@ H8
.?AVMAPEMetric@LightGBM@@ H8
.?AVPoissonMetric@LightGBM@@ H8
.?AV?$MulticlassMetric@VMultiSoftmaxLoglossMetric@LightGBM@@@LightGBM@@ H8
.?AVBinaryLoglossMetric@LightGBM@@ H8
.?AVBinaryErrorMetric@LightGBM@@ H8
.?AVKullbackLeiblerDivergence@LightGBM@@ H8
.?AV?$RegressionMetric@VMAPEMetric@LightGBM@@@LightGBM@@ H8
.?AV?$RegressionMetric@VPoissonMetric@LightGBM@@@LightGBM@@ H8
.?AV?$RegressionMetric@VQuantileMetric@LightGBM@@@LightGBM@@ H8
.?AVGammaMetric@LightGBM@@ H8
.?AV?$RegressionMetric@VL1Metric@LightGBM@@@LightGBM@@ H8
.?AV?$RegressionMetric@VGammaDevianceMetric@LightGBM@@@LightGBM@@ H8
.?AVMapMetric@LightGBM@@ H8
.?AV?$_LaunchPad@V?$unique_ptr@V?$tuple@P8Linkers@LightGBM@@EAAXH@ZPEAV12@H@std@@U?$default_delete@V?$tuple@P8Linkers@LightGBM@@EAAXH@ZPEAV12@H@std@@@2@@std@@@std@@ H8
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.?AVBinaryLogloss@LightGBM@@ H8
.?AVRegressionMAPELOSS@LightGBM@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_751ea07ca9a6eacde7cb04018649f34c>@@_NM@std@@ H8
.?AVRegressionHuberLoss@LightGBM@@ H8
.?AV?$_Func_base@_NM@std@@ H8
.?AVLambdarankNDCG@LightGBM@@ H8
.?AVRegressionTweedieLoss@LightGBM@@ H8
.?AVRegressionGammaLoss@LightGBM@@ H8
.?AVRegressionPoissonLoss@LightGBM@@ H8
.?AVObjectiveFunction@LightGBM@@ H8
.?AVRegressionL1loss@LightGBM@@ H8
.?AVMulticlassSoftmax@LightGBM@@ H8
.?AVCrossEntropy@LightGBM@@ H8
.?AV?$_Func_impl_no_alloc@V<lambda_c914098f2a7ace3ce0d5421695fddb6f>@@_NM@std@@ H8
.?AVRegressionL2loss@LightGBM@@ H8
.?AV<lambda_c914098f2a7ace3ce0d5421695fddb6f>@@ H8
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.?AVRegressionFairLoss@LightGBM@@ H8
.?AV<lambda_751ea07ca9a6eacde7cb04018649f34c>@@ H8
.?AVMulticlassOVA@LightGBM@@ H8
.?AVCrossEntropyLambda@LightGBM@@ H8
.?AV?$DataParallelTreeLearner@VSerialTreeLearner@LightGBM@@@LightGBM@@ H8
.?AVSerialTreeLearner@LightGBM@@ H8
.?AVTreeLearner@LightGBM@@ H8
.?AVGPUTreeLearner@LightGBM@@ H8
.?AV?$FeatureParallelTreeLearner@VSerialTreeLearner@LightGBM@@@LightGBM@@ H8
.?AV?$_Func_impl_no_alloc@V?$_Binder@U_Unforced@std@@P8FeatureHistogram@LightGBM@@EAAXNNHNNPEAUSplitInfo@4@@ZPEAV34@AEBU?$_Ph@$00@2@AEBU?$_Ph@$01@2@AEBU?$_Ph@$02@2@AEBU?$_Ph@$03@2@AEBU?$_Ph@$04@2@AEBU?$_Ph@$05@2@@std@@XNNHNNPEAUSplitInfo@LightGBM@@@std@@ H8
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