vendor/lib_lightgbm.so in lightgbm-0.1.5 vs vendor/lib_lightgbm.so in lightgbm-0.1.6

- old
+ new

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Mu IM)ALsMuB|6 IIt|ItbItHIt.ItLsIB|6 LsIB|6 LsIB|6 LsIB|6 @@ -1741,11 +2010,11 @@ MFLCB|6 MNLKB|6 MVLSB|6 MnLkB|6 IFIHCB|6 -XL$HT$eH5lLj{H{uL*H$CH~H;=Q4H=R4HO1Hvc{DMLAPMMN AEEAbM.LAUSLD$lLT$mL$1A/L$LD$LT$0LL$(tHfI6DDA A A{@1A/uHNLpLsI9T/*uvHHH9HCvL9L[#L؀<*LXu|/usHHCfD@L37HHC+HT$H5Lh{H{uL]H$CH~H;=O4 HC1HxH9H{| +XL$HT$eH5LL{H{uL%H$CH~H;=4H=4HO1Hf{DMLAPMMN AEEAbM.LAUSLD$lLT$mL$1A/L$LD$LT$0LL$(tHfI6DDA A A{@1A/uHNLpLsI9T/*uvHHH9HCvL9L[#L؀<*LXu|/usHHCfD@L37HHC+HT$H5GL{H{uL$H$CH~H;=4 HC1HxH9H{| HPII)AHHS| PIHIItgItLIt1ItHCH| HHS< LRLHS< LJLHS< @@ -1757,19 +2026,18 @@ HtfIVMFHSB|6 tRLCB|6 LMVt?LSB|6 LMNt,LKB|6 LM^tIL[LB|6 -]fsHйsHL$HT$oH5Lf{H{uLPH$CH~H;=M4H=+N4HW ADEH_sHT$@H|$8H5Gjf{H{u -Ht$8ցH$CH~H;=wM4@HT$0H|$(H5f{H{u -Ht$(膁H$CH~H;='M4)1L$HT$dH5Le{H{uL6H$CH~H;=L4"L$HT$nH5XLxe{H{uLH$CH~H;=L4@L$HT$fH5^L$e{H{uL蒀L$CHIyQHCH|$ HtHL$`DLD $  L1y L$01H$ LJH$H5HydLHHLL$0L$ LQH$H5L4dLLHLcH$ H$0L$8DŽ$8HDŽ$@HDŽ$XH|$HL$HL$P茛<}<"AD$H$L$ H$L$HL$Lt$D$8HT$@Ld$HH|$Hҟ{H <:LD$T$8HLLD$ 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L1tL$1L$LeH$H5{LNLLHHH$H$H{L$M3L-4IvMAA MLASMIN 9AD9EAM&LAT$f.HkHHL$L$LnH$H5LWLLHHL$HHDŽ$HDŽ$HDŽ$Ld$HH$<]HL$* Ht$]H$L$Lt$\L$Ht$ HD$YDA Az@{H9VHHSD8A]s A,aH謋HkHLL$L;$Mt7L$I@ML$HDŽ$MPHDŽ$IL$L$Mt'H=Ԓ4M_A ʃ{ +L;HSI7HDDA HHHSE1A/tKHSI7HDA A EJAEE1A/uHNHBHCH9DDA/A*HHH9HSvqL9LKLʀ<*LJu|/uHHS{A@ubL;&fHHHSLl$pHT$VH5PLv{H{uL HL$pCLHy1Lt$`L H51LH=4LHL$H8LI{H{CH$L$HH]LEt8L=Ð4HSM +H$HtCk H$LHLD$`LIxH|$H5'LL\{H{uL H$CH~H;=4E1jLZL9L[O| DMIIALZL9L[ | IItwIt^ItEIt,ItIL[B< IL[B< IL[B< IL[B< @@ -1781,14 +2049,17 @@ 6MCLCB| "MKLKB| M{L{B| MSLSB| IL[B< -XL$HT$_H5LN{H{uLPjH$CH~H;=54H=+64HOg 1LG{I7LVH=54IG  ADEAMLAS HT$ H|$H5(N{H{u -Ht$iH$CH~H;=554Z?L$HT$^H5LM{H{uLDiH$CH~H;=44 -fH|$L#1%L$L$L;H$H5BL_MLLHHH$h.L$HL蔉LH>H$H$H9H$H$HDŽ$HDŽ$HDŽ$Ht$H$H${<}<"L$L$Ll$pH$LT$LL$ Ll$@HL$HH|$H͈{H<:Lt$ HLLt$(L$MH$HT$IHl$8LGH|$0LjHLDx?MMvMt<I~ HLgL9LHF[uI)II}MvMuHt$LIHl$8HI9Iu H|$0HFI9HHD$8IFZu$LL$8MM)IIDЅLL$L$HDŽ$HDŽ$L`0LX(Lh0Mt]L5n24I|$MAD?EAL$Mt#MMe7A$׃T{2HV<}<,MH>L$I{H;=14<"L|$L}H;1LgHL L U14HHL$L$ILL踿L$H$I{6H$LHy{6#L$Ht$ 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in RowFunctionFromCSRCheck failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d . -Unknown data type in CSC matrix/__w/1/s/src/./application/predictor.hppCheck failed: early_stop_freq > 0 at %s, line %d . +Unknown data type in CSC matrix/__w/1/s/src/application/predictor.hppCheck failed: early_stop_freq > 0 at %s, line %d . Check failed: early_stop_margin >= 0 at %s, line %d . Skipped header "%s" in file %sCheck failed: num_used_row_indices > 0 at %s, line %d . Check failed: inner_data.first < num_col at %s, line %d . -Size of feature_names error, should equal with total number of featuresFind whitespaces in feature_names, replace with underlinesUsing self-defined objective functionWarning: last line of %s has no end of line, still using this linePrediction results file %s cannot be foundCould not recognize the data format of data file %sCannot change num_class during trainingCannot change boosting during trainingCannot change metric during trainingContinued train from model is not supported for c_api, -please use continued train with input scoreDo not support feature parallel in c apiOnly find one worker, will switch to serial tree 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support large string in R-packageCheck failed: out_len == len at %s, line %d . +Size of feature_names error, should equal with total number of featuresFind whitespaces in feature_names, replace with underlinesDo not support non-ascii characters in feature name.Using self-defined objective functionWarning: last line of %s has no end of line, still using this linePrediction results file %s cannot be foundCould not recognize the data format of data file %sCannot change num_class during trainingCannot change boosting during trainingCannot change metric during trainingContinued train from model is not supported for c_api, +please use continued train with input scoreDo not support feature parallel in c apiOnly find one worker, will switch to serial tree learnerSt11_Mutex_baseILN9__gnu_cxx12_Lock_policyE2EE*Z25LGBM_BoosterPredictForCSCEUliE_*Z26RowFunctionFromDenseMatricPKviiiiEUliE_*Z26RowFunctionFromDenseMatricPKviiiiEUliE0_*Z26RowFunctionFromDenseMatricPKviiiiEUliE1_*Z26RowFunctionFromDenseMatricPKviiiiEUliE2_*Z30RowPairFunctionFromDenseMatricPKviiiiEUliE_*Z28RowPairFunctionFromDenseRowsPPKviiEUliE_*Z18RowFunctionFromCSRPKviPKiS0_illEUliE_*Z18RowFunctionFromCSRPKviPKiS0_illEUliE0_*Z18RowFunctionFromCSRPKviPKiS0_illEUliE1_*Z18RowFunctionFromCSRPKviPKiS0_illEUliE2_*Z22IterateFunctionFromCSCPKviPKiS0_illiEUliE_*Z22IterateFunctionFromCSCPKviPKiS0_illiEUliE0_*Z22IterateFunctionFromCSCPKviPKiS0_illiEUliE1_*Z22IterateFunctionFromCSCPKviPKiS0_illiEUliE2_St16_Sp_counted_baseILN9__gnu_cxx12_Lock_policyE2EEN8LightGBM8BoostingEN8LightGBM8GBDTBaseENSt6thread10_Impl_baseESsNSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM14PipelineReader4ReadEPKciRKSt8functionIFmS5_mEEEUlvE_vEEEEZN8LightGBM9Predictor7PredictEPKcS2_bEUliRKSt6vectorISsSaISsEEE0_ZN8LightGBM9PredictorC1EPNS_8BoostingEibbbbidEUlRKSt6vectorISt4pairIidESaIS5_EEPdE_ZN8LightGBM9PredictorC1EPNS_8BoostingEibbbbidEUlRKSt6vectorISt4pairIidESaIS5_EEPdE0_ZN8LightGBM9PredictorC1EPNS_8BoostingEibbbbidEUlRKSt6vectorISt4pairIidESaIS5_EEPdE1_ZN8LightGBM9PredictorC1EPNS_8BoostingEibbbbidEUlRKSt6vectorISt4pairIidESaIS5_EEPdE2_ZN8LightGBM9Predictor7PredictEPKcS2_bEUlS2_PSt6vectorISt4pairIidESaIS5_EEE_ZN8LightGBM10TextReaderIiE25ReadAllAndProcessParallelERKSt8functionIFviRKSt6vectorISsSaISsEEEEEUliiE_ZN8LightGBM10TextReaderIiE35ReadAllAndProcessParallelWithFilterERKSt8functionIFviRKSt6vectorISsSaISsEEEERKS2_IFbiiEEEUlPKcmE_St19_Sp_make_shared_tagSt23_Sp_counted_ptr_inplaceINSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM14PipelineReader4ReadEPKciRKSt8functionIFmS6_mEEEUlvE_vEEEESaISF_ELN9__gnu_cxx12_Lock_policyE2EE8?MbP????$@?𿚙?ffffff??{Gz?C8/__w/1/s/src/lightgbm_R.cppDon't support large string in R-packageCheck failed: out_len == len at %s, line %d . Check failed: len == out_len at %s, line %d . basic_string::_S_construct null not validStarted training...Finished trainingFinished initializing networkFinished RefitTreeFinished predictionUnknown parameter: %sconfig# - Finished loading parameters%s is set=%s, %s=%s will be ignored. Current value: %s=%s%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=%sFinished initializing prediction, total used %d iterations/__w/1/s/src/application/predictor.hppFinished loading data in %f secondsFinished initializing trainingConfig file %s doesn't exist, will ignoreNo training/prediction data, application quitZN8LightGBM10TextReaderImE12ReadAllLinesEvEUlmPKcmE_ZN8LightGBM10TextReaderIiE12ReadAllLinesEvEUliPKcmE_ZN8LightGBM10TextReaderImE17ReadAllAndProcessERKSt8functionIFvmPKcmEEEUlS4_mE_ZN8LightGBM10TextReaderIiE17ReadAllAndProcessERKSt8functionIFviPKcmEEEUlS4_mE_.A/__w/1/s/src/boosting/gbdt.h/__w/1/s/src/boosting/rf.hppUsing GOSSCannot use bagging in GOSSdefaultvector::_M_fill_insertNo object function providedvector::_M_range_insertdartgossrfUnknown boosting type %sCheck failed: data_idx >= 0 && data_idx <= static_cast<int>(valid_score_updater_.size()) at %s, line %d . + Finished loading parameters%s is set=%s, %s=%s will be ignored. Current value: %s=%s%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=%sFinished initializing prediction, total used %d iterationsFinished loading data in %f secondsFinished initializing trainingConfig file %s doesn't exist, will ignoreNo training/prediction data, application quitZN8LightGBM10TextReaderImE12ReadAllLinesEvEUlmPKcmE_ZN8LightGBM10TextReaderIiE12ReadAllLinesEvEUliPKcmE_ZN8LightGBM10TextReaderImE17ReadAllAndProcessERKSt8functionIFvmPKcmEEEUlS4_mE_ZN8LightGBM10TextReaderIiE17ReadAllAndProcessERKSt8functionIFviPKcmEEEUlS4_mE_.A/__w/1/s/src/boosting/gbdt.h/__w/1/s/src/boosting/rf.hppUsing GOSSCannot use bagging in GOSSdefaultvector::_M_fill_insertvector::_M_range_insertdartgossrfUnknown boosting type %sCheck 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 . Check failed: num_tree_per_iteration_ == num_class_ at %s, line %d . /__w/1/s/src/boosting/goss.hppCheck 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 . Check failed: gradients == nullptr at %s, line %d . Check failed: hessians == nullptr at %s, line %d . -Time for loading model: %f secondsUnknown model format or submodel type in model file %sCheck failed: config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f at %s, line %d . +RF mode do not support custom objective function, please use built-in objectives.Time for loading model: %f secondsUnknown model format or submodel type in model file %sCheck 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 . -N8LightGBM4DARTEN8LightGBM4GOSSEN8LightGBM2RFE?<.snapshot_iter_Start training from score %lfregression_l1quantilemapeUse subset for baggingIteration:, training : , valid_%f seconds elapsed, finished iteration %d/__w/1/s/include/LightGBM/tree.hCheck failed: max_depth_ >= 0 at %s, line %d . +N8LightGBM4DARTEN8LightGBM4GOSSEN8LightGBM2RFEZN8LightGBM2RF12TrainOneIterEPKfS2_EUlS2_iE_?<.snapshot_iter_No object function providedStart training from score %lfregression_l1quantilemapeUse subset for baggingIteration:, training : , valid_%f seconds elapsed, finished iteration %d/__w/1/s/include/LightGBM/tree.hCheck failed: max_depth_ >= 0 at %s, line %d . /__w/1/s/src/boosting/gbdt.cppCheck failed: leaf_pred[i] < models_[model_index]->num_leaves() at %s, line %d . 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: cur_left_cnt == bag_data_cnt at %s, line %d . -Re-bagging, using %d data to trainDisabling boost_from_average in %s may cause the slow convergenceNumber of class for initial score errorStopped training because there are no more leaves that meet the split requirementsCannot add validation data, since it has different bin mappers with training dataCheck failed: train_data != nullptr at %s, line %d . -Check failed: num_tree_per_iteration_ == objective_function_->NumModelPerIteration() at %s, line %d . -Cannot reset training data, since new training data has different bin mappersEarly stopping at iteration %d, the best iteration round is %dOutput of best iteration round: -%sN8LightGBM4GBDTE?Tree=#include "gbdt.h"#include <LightGBM/metric.h>#include <ctime>#include <sstream>#include <chrono>#include <string>#include <vector>#include <utility>namespace LightGBM { }; , ++early_stop_round_counter; return;early_stop_round_counter = 0;if (average_output_) {LeafLeafByMap} // namespace LightGBM#define USE_HARD_CODE 0#ifndef USE_HARD_CODE#else#endiftruefalse"name":""version":""num_class":"num_tree_per_iteration":"label_index":"max_feature_idx":"average_output":"objective":"", -",""feature_names":[""],"tree_info":["tree_index":Wrong line at model file: %snum_tree_per_iterationlabel_indexmax_feature_idxaverage_outputWrong size of feature_namesWrong size of feature_infostree_sizesend of parametersversion=num_class=num_tree_per_iteration=label_index=max_feature_idx=objective=feature_names=feature_infos=tree_sizes=end of treesfeature importances:%lu -parameters:v2Model format error, expect a tree here. met %s#include <LightGBM/utils/common.h>#include <LightGBM/objective_function.h>#include <LightGBM/prediction_early_stop.h>double (*PredictTreePtr[])(const double*) = { 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);if (early_stop->round_period == early_stop_round_counter) {if (early_stop->callback_function(output, num_tree_per_iteration_))void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const {double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { 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);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*) = { 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>&) = { void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const {output[i] = (*PredictTreeLeafByMapPtr[i])(features);Unknown importance type: only support split=0 and gain=1Model file doesn't specify the number of classesModel file doesn't specify the label indexModel file doesn't specify max_feature_idxModel file doesn't contain feature_namesModel file doesn't contain feature_infosUnknown early stopping type: Binary early stopping needs predictions to be of length oneMulticlass early stopping needs predictions to be of length two or larger*ZN12_GLOBAL__N_110CreateNoneERKN8LightGBM25PredictionEarlyStopConfigEEUlPKdiE_*ZN12_GLOBAL__N_116CreateMulticlassERKN8LightGBM25PredictionEarlyStopConfigEEUlPKdiE_*ZN12_GLOBAL__N_112CreateBinaryERKN8LightGBM25PredictionEarlyStopConfigEEUlPKdiE_/__w/1/s/src/io/bin.cppvector::_M_emplace_back_auxUsing OrderedSparseBin->ConstructHistogram() insteadCheck 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 . +Re-bagging, using %d data to trainDisabling boost_from_average in %s may cause the slow convergenceNumber of class for initial score errorEarly stopping at iteration %d, the best iteration round is %dOutput of best iteration round: +%sCheck failed: num_tree_per_iteration_ == objective_function_->NumModelPerIteration() at %s, line %d . +Cannot reset training data, since new training data has different bin mappersCheck failed: train_data != nullptr at %s, line %d . +Stopped training because there are no more leaves that meet the split requirementsCannot add validation data, since it has different bin mappers with training data*ZN8LightGBM4GBDT12TrainOneIterEPKfS2_EUlS2_iE_N8LightGBM4GBDTE?Tree=#include "gbdt.h"#include <LightGBM/metric.h>#include <ctime>#include <sstream>#include <chrono>#include <string>#include <vector>#include <utility>namespace LightGBM { }; , ++early_stop_round_counter; return;early_stop_round_counter = 0;if (average_output_) {LeafLeafByMap} // namespace LightGBM#define USE_HARD_CODE 0#ifndef USE_HARD_CODE#else#endiftruefalse"name":""version":""num_class":"num_tree_per_iteration":"label_index":"max_feature_idx":"average_output":"objective":"", +",""feature_names":[""],"monotone_constraints":["tree_info":["tree_index":monotone_constraintsWrong line at model file: %snum_tree_per_iterationlabel_indexmax_feature_idxaverage_outputWrong size of feature_namesvector::_M_emplace_back_auxWrong size of feature_infostree_sizesend of parametersversion=num_class=num_tree_per_iteration=label_index=max_feature_idx=objective=feature_names=monotone_constraints=feature_infos=tree_sizes=end of treesfeature importances:%lu +parameters:v3Model format error, expect a tree here. met %s#include <LightGBM/utils/common.h>#include <LightGBM/objective_function.h>#include <LightGBM/prediction_early_stop.h>double (*PredictTreePtr[])(const double*) = { 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);if (early_stop->round_period == early_stop_round_counter) {if (early_stop->callback_function(output, num_tree_per_iteration_))void GBDT::PredictRaw(const double* features, double *output, const PredictionEarlyStopInstance* early_stop) const {double (*PredictTreeByMapPtr[])(const std::unordered_map<int, double>&) = { 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);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*) = { 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>&) = { void GBDT::PredictLeafIndexByMap(const std::unordered_map<int, double>& features, double* output) const {output[i] = (*PredictTreeLeafByMapPtr[i])(features);Unknown importance type: only support split=0 and gain=1Model file doesn't specify the number of classesModel file doesn't specify the label indexModel file doesn't specify max_feature_idxModel file doesn't contain feature_namesWrong size of monotone_constraintsModel file doesn't contain feature_infosUnknown early stopping type: Binary early stopping needs predictions to be of length oneMulticlass early stopping needs predictions to be of length two or larger*ZN8LightGBM10CreateNoneERKNS_25PredictionEarlyStopConfigEEUlPKdiE_*ZN8LightGBM16CreateMulticlassERKNS_25PredictionEarlyStopConfigEEUlPKdiE_*ZN8LightGBM12CreateBinaryERKNS_25PredictionEarlyStopConfigEEUlPKdiE_/__w/1/s/src/io/bin.cppvector::_M_range_checkUsing OrderedSparseBin->ConstructHistogram() insteadCheck 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 NaNMet categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zeroCheck failed: default_bin_ > 0 at %s, line %d . -8N8LightGBM10OrderedBinEN8LightGBM11BinIteratorEN8LightGBM3BinEN8LightGBM21Dense4bitsBinIteratorEN8LightGBM13Dense4bitsBinEN8LightGBM8DenseBinIhEEN8LightGBM8DenseBinItEEN8LightGBM8DenseBinIjEEN8LightGBM9SparseBinIhEEN8LightGBM9SparseBinItEEN8LightGBM9SparseBinIjEEN8LightGBM16OrderedSparseBinIhEEN8LightGBM16OrderedSparseBinItEEN8LightGBM16OrderedSparseBinIjEEN8LightGBM16DenseBinIteratorIhEEN8LightGBM16DenseBinIteratorItEEN8LightGBM16DenseBinIteratorIjEEN8LightGBM17SparseBinIteratorIhEEN8LightGBM17SparseBinIteratorItEEN8LightGBM17SparseBinIteratorIjEE@p}?multiclassovasoftmaxmulticlass_ovaovrmulti_loglossnullcustomnamulti_errorvoting[boosting: ] -[objective: [metric: [tree_learner: [device_type: device_typegpuUnknown device type %stasktrainconvert_modelrefitUnknown task type %stestrefit_treetree_learnerUnknown tree learner type %sfeature_paralleldata_parallelvoting_parallelgbrtrandom_forest/__w/1/s/src/io/config.cppUnknown parameter %s - Number of classes should be specified and greater than 1 for multiclass trainingNumber of classes must be 1 for non-multiclass trainingMulticlass objective and metrics don't matchHistogram LRU queue was enabled (histogram_pool_size=%f). -Will disable this to reduce communication costsAccuracy may be bad since you didn't set num_leaves and 2^max_depth > num_leavesParameter %s should be of type int, got "%s"Check failed: valid.size() == valid_data_initscores.size() at %s, line %d . - infUnknown token %s in data filenaninfinity-+validnum_iterationslearning_ratenum_leavesnum_threadsmax_depthmin_data_in_leafmin_sum_hessian_in_leafbagging_fractionbagging_freqbagging_seedfeature_fractionfeature_fraction_seedearly_stopping_roundlambda_l1lambda_l2min_gain_to_splitdrop_ratemax_dropskip_dropxgboost_dart_modeuniform_dropdrop_seedtop_rateother_ratemin_data_per_groupmax_cat_thresholdcat_l2cat_smoothmax_cat_to_onehottop_kmonotone_constraintsfeature_contristodforcedsplits_filenamerefit_decay_rateverbositymax_binmin_data_in_binbin_construct_sample_cnthistogram_pool_sizedata_random_seedoutput_modelsnapshot_freqinput_modeloutput_resultinitscore_filenamevalid_data_initscoresmax_conflict_rateis_enable_sparsesparse_thresholduse_missingzero_as_missingtwo_roundenable_load_from_binary_filelabel_columnweight_columngroup_columnignore_columncategorical_featurenum_iteration_predictpred_early_stoppred_early_stop_freqpred_early_stop_marginconvert_model_languageis_unbalancescale_pos_weightsigmoidboost_from_averagereg_sqrtfair_cpoisson_max_delta_steptweedie_variance_powermax_positionlabel_gainmetric_freqis_provide_training_metricnum_machineslocal_listen_porttime_outmachine_list_filenamegpu_platform_idgpu_device_idgpu_use_dp[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: [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: config_filetask_typeobjective_typeappapplicationboosting_typeboosttrain_datatrain_data_filedata_filenamevalid_datavalid_data_filetest_datatest_data_filevalid_filenamesnum_iterationn_iternum_treenum_treesnum_roundnum_roundsnum_boost_roundn_estimatorsshrinkage_rateetanum_leafmax_leavesmax_leaftree_typetree_learner_typenum_threadnthreadnthreadsn_jobsdevicerandom_statemin_data_per_leafmin_datamin_child_samplesmin_sum_hessian_per_leafmin_sum_hessianmin_hessianmin_child_weightsub_rowsubsamplesubsample_freqbagging_fraction_seedsub_featurecolsample_bytreeearly_stopping_roundsearly_stoppingmax_tree_outputmax_leaf_outputreg_alphareg_lambdamin_split_gainrate_droptopkmcmonotone_constraintfeature_contribfcfpfeature_penaltyfsforced_splits_filenameforced_splits_fileforced_splitsverbosesubsample_for_binhist_pool_sizedata_seedmodel_outputmodel_outsave_periodmodel_inputmodel_inpredict_resultprediction_resultpredict_nameprediction_namepred_namename_predinit_score_filenameinput_init_scorevalid_data_init_scoresvalid_init_score_filevalid_init_scoreis_pre_partitionis_enable_bundleis_sparseuse_two_round_loadingis_save_binaryis_save_binary_filebinary_loadload_binaryhas_headergroup_idquery_columnquery_idignore_featureblacklistcat_featurecategorical_columncat_columnis_predict_raw_scorepredict_rawscoreis_predict_leaf_indexis_predict_contribconvert_model_filenum_classesunbalanced_setsmetricsmetric_typesoutput_freqis_training_metrictrain_metricndcg_eval_atndcg_atmap_eval_atmap_atnum_machinelocal_portmachine_list_filemachine_listmlistworkersnodesParameter %s should be of type double, got "%s"Parameter %s should be "true"/"+" or "false"/"-", got "%s"/__w/1/s/src/io/config_auto.cppCheck failed: num_iterations >=0 at %s, line %d . +8N8LightGBM10OrderedBinEN8LightGBM11BinIteratorEN8LightGBM3BinEN8LightGBM21Dense4bitsBinIteratorEN8LightGBM13Dense4bitsBinEN8LightGBM8DenseBinIhEEN8LightGBM8DenseBinItEEN8LightGBM8DenseBinIjEEN8LightGBM9SparseBinIhEEN8LightGBM9SparseBinItEEN8LightGBM9SparseBinIjEEN8LightGBM16OrderedSparseBinIhEEN8LightGBM16OrderedSparseBinItEEN8LightGBM16OrderedSparseBinIjEEN8LightGBM16DenseBinIteratorIhEEN8LightGBM16DenseBinIteratorItEEN8LightGBM16DenseBinIteratorIjEEN8LightGBM17SparseBinIteratorIhEEN8LightGBM17SparseBinIteratorItEEN8LightGBM17SparseBinIteratorIjEE@p}?multiclassovacustommulti_loglossmulti_errorvoting[boosting: ] +[objective: [metric: [tree_learner: [device_type: rmsexentropycross_entropyxentlambdacross_entropy_lambdaregression_l2l2_rootroot_mean_squared_errormean_absolute_errormaesoftmaxmulticlass_ovaovrnullnabinary_loglossndcgmapkldivkullback_leiblerlambdarankmean_average_precisiondevice_typegpuUnknown device type %stasktrainconvert_modelrefitUnknown task type %stestrefit_treetree_learnerUnknown tree learner type %sfeature_paralleldata_parallelvoting_parallelgbrtrandom_forestUnknown parameter %s + /__w/1/s/src/io/config.cppNumber of classes should be specified and greater than 1 for multiclass trainingNumber of classes must be 1 for non-multiclass trainingMulticlass objective and metrics don't matchHistogram LRU queue was enabled (histogram_pool_size=%f). +Will disable this to reduce communication costsAccuracy may be bad since you didn't set num_leaves and 2^max_depth > num_leavesmean_absolute_percentage_errorDo not support non-ascii characters in config.Parameter %s should be of type int, got "%s"Check failed: valid.size() == valid_data_initscores.size() at %s, line %d . + naninfinfinityUnknown token %s in data file-+stodvalidnum_iterationslearning_ratenum_leavesnum_threadsmax_depthmin_data_in_leafmin_sum_hessian_in_leafpos_bagging_fractionneg_bagging_fractionbagging_freqbagging_seedfeature_fractionfeature_fraction_bynodefeature_fraction_seedearly_stopping_roundfirst_metric_onlylambda_l1lambda_l2min_gain_to_splitdrop_ratemax_dropskip_dropxgboost_dart_modeuniform_dropdrop_seedtop_rateother_ratemin_data_per_groupmax_cat_thresholdcat_l2cat_smoothmax_cat_to_onehotfeature_contriforcedsplits_filenameforcedbins_filenamerefit_decay_ratecegb_tradeoffcegb_penalty_splitcegb_penalty_feature_lazycegb_penalty_feature_coupledverbositymax_binmax_bin_by_featuremin_data_in_binbin_construct_sample_cnthistogram_pool_sizedata_random_seedoutput_modelsnapshot_freqinput_modeloutput_resultinitscore_filenamevalid_data_initscoresmax_conflict_rateis_enable_sparsesparse_thresholduse_missingzero_as_missingtwo_roundlabel_columnweight_columngroup_columnignore_columncategorical_featurenum_iteration_predictpred_early_stoppred_early_stop_freqpred_early_stop_marginconvert_model_languageis_unbalancescale_pos_weightsigmoidboost_from_averagereg_sqrtfair_cpoisson_max_delta_steptweedie_variance_powermax_positionlambdamart_normlabel_gainmetric_freqis_provide_training_metricmulti_error_top_knum_machineslocal_listen_porttime_outmachine_list_filenamegpu_platform_idgpu_device_idgpu_use_dp[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: [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: config_filetask_typeobjective_typeappapplicationboosting_typeboosttrain_datatrain_data_filedata_filenamevalid_datavalid_data_filetest_datatest_data_filevalid_filenamesnum_iterationn_iternum_treenum_treesnum_roundnum_roundsnum_boost_roundn_estimatorsshrinkage_rateetanum_leafmax_leavesmax_leaftree_typetree_learner_typenum_threadnthreadnthreadsn_jobsdevicerandom_statemin_data_per_leafmin_datamin_child_samplesmin_sum_hessian_per_leafmin_sum_hessianmin_hessianmin_child_weightpos_sub_rowpos_subsamplepos_baggingneg_sub_rowneg_subsampleneg_baggingsubsample_freqbagging_fraction_seedsub_featurecolsample_bytreesub_feature_bynodecolsample_bynodeearly_stopping_roundsearly_stoppingn_iter_no_changemax_tree_outputmax_leaf_outputreg_alphareg_lambdamin_split_gainrate_droptopkmcmonotone_constraintfeature_contribfcfpfeature_penaltyfsforced_splits_filenameforced_splits_fileforced_splitsverbosesubsample_for_binhist_pool_sizedata_seedmodel_outputmodel_outsave_periodmodel_inputmodel_inpredict_resultprediction_resultpredict_nameprediction_namepred_namename_predinit_score_filenameinput_init_scorevalid_data_init_scoresvalid_init_score_filevalid_init_scoreis_pre_partitionis_enable_bundleis_sparseuse_two_round_loadingis_save_binaryis_save_binary_filehas_headergroup_idquery_columnquery_idignore_featureblacklistcat_featurecategorical_columncat_columnis_predict_raw_scorepredict_rawscoreis_predict_leaf_indexis_predict_contribconvert_model_filenum_classesunbalanced_setsmetricsmetric_typesoutput_freqis_training_metrictrain_metricndcg_eval_atndcg_atmap_eval_atmap_atnum_machinelocal_portmachine_list_filemachine_listmlistworkersnodesParameter %s should be of type double, got "%s"Parameter %s should be "true"/"+" or "false"/"-", got "%s"/__w/1/s/src/io/config_auto.cppCheck 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 . @@ -2616,11 +2981,13 @@ 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 . @@ -2633,26 +3000,44 @@ 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 . -[enable_load_from_binary_file: d~QJחA_/__w/1/s/src/io/dataset.cpptargetweightsnonameBianry file %s already exists.binSaving data to binary file %sCheck failed: num_used_indices == num_data_ at %s, line %d . -Check failed: static_cast<size_t>(num_total_features_) == io_config.monotone_constraints.size() at %s, line %d . +[cegb_penalty_feature_coupled: d~QJחA_vector<bool>::_M_range_check/__w/1/s/src/io/dataset.cpptargetweightsnonameBianry file %s already exists.binSaving data to binary file %swtnum_features: %d +num_total_features: %d +num_groups: %d +num_data: %d +feature_names: +monotone_constraints: %s, +feature_penalty: %d, +max_bin_by_feature: %lf, +forced_bins: +feature %d: NA, Check failed: num_used_indices == num_data_ at %s, line %d . +Cannot change forced bins after constructed Dataset handle.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.File %s exists, cannot save binary to itCannot write binary data to %s Check failed: num_data > 0 at %s, line %d . -/__w/1/s/include/LightGBM/feature_group.hCheck failed: static_cast<int>(bin_mappers.size()) == num_feature at %s, line %d . -There are no meaningful features, as all feature values are constant.______LightGBM_Binary_File_Token______ -ffffff???Data file %s is emptyCannot open data file %sColumn_name:Using column %s as weightUsing column %s as labelCurrent query exceeds the range of the query file, -please ensure the query file is correctQuery id exceeds the range of the query file, please ensure the query file is correctSize of feature name error, should be %d, got %dFeatures in dataset should be ordered by groupCould not read binary data from %sBinary file error: token has the wrong sizeBinary file error: header has the wrong sizeBinary file error: header is incorrect/__w/1/s/src/io/dataset_loader.cppCheck failed: static_cast<size_t>(dataset->num_total_features_) == config_.monotone_constraints.size() 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.File %s exists, cannot save binary to itCannot write binary data to %s Check failed: num_data > 0 at %s, line %d . +Cannot add features from other Dataset with a different number of rows/__w/1/s/include/LightGBM/feature_group.hCheck failed: static_cast<int>(bin_mappers->size()) == num_feature 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.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 . +______LightGBM_Binary_File_Token______ +ffffff???Data file %s is emptyCannot open data file %sbin_upper_boundColumn_name:Using column %s as weightUsing column %s as labelCurrent query exceeds the range of the query file, +please ensure the query file is correctQuery id exceeds the range of the query file, please ensure the query file is correctThe output cannot be monotone with respect to categorical featuresSize of feature name error, should be %d, got %dFeatures in dataset should be ordered by groupCould not read binary data from %sBinary file error: token has the wrong sizeBinary file error: header has the wrong sizeBinary file error: header is incorrect/__w/1/s/src/io/dataset_loader.cppCheck 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 sizeBinary file error: meta data is incorrectBinary file error: feature %d has the wrong sizeBinary file error: feature %d is incorrect, read count: %dInput file is not LightGBM binary fileCheck 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 sizeBinary file error: meta data is incorrectBinary file error: feature %d has the wrong sizeBinary file error: feature %d is incorrect, read count: %dInput file is not LightGBM binary fileCould 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.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 . -Could not find label column %s in data file +Check failed: buffer_size >= 0 at %s, line %d . +Check failed: static_cast<size_t>(num_col) == config_.max_bin_by_feature.size() at %s, line %d . +Could not find label column %s in data file or data file doesn't contain headerCould not find ignore column %s in data fileCould not find weight column %s in data fileUsing column %s as group/query idCould not find group/query column %s in data fileCould not find categorical_feature %s in data filelabel_column is not a number, if you want to use a column name, please add the prefix "name:" to the column nameUsing column number %d as labelignore_column is not a number, if you want to use a column name, please add the prefix "name:" to the column nameweight_column is not a number, @@ -2660,1938 +3045,2057 @@ please add the prefix "name:" to the column nameUsing column number %d as weightgroup_column is not a number, if you want to use a column name, please add the prefix "name:" to the column nameUsing column number %d as group/query idcategorical_feature is not a number, if you want to use a column name, please add the prefix "name:" to the column nameUsing 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 dataCould not recognize data format of %s*ZN8LightGBM13DatasetLoader20LoadTextDataToMemoryEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE_*ZN8LightGBM13DatasetLoader20LoadTextDataToMemoryEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE0_*ZN8LightGBM13DatasetLoader22SampleTextDataFromFileEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE_*ZN8LightGBM13DatasetLoader22SampleTextDataFromFileEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE0_*ZN8LightGBM13DatasetLoader23ExtractFeaturesFromFileEPKcPKNS_6ParserERKSt6vectorIiSaIiEEPNS_7DatasetEEUliRKS6_ISsSaISsEEE_ZN8LightGBM10TextReaderIiE9CountLineEvEUliPKcmE_ZN8LightGBM10TextReaderIiE18ReadAndFilterLinesERKSt8functionIFbiEEPSt6vectorIiSaIiEEEUliPKcmE_ZN8LightGBM10TextReaderIiE14SampleFromFileERNS_6RandomEiPSt6vectorISsSaISsEEEUliPKcmE_ZN8LightGBM10TextReaderIiE23SampleAndFilterFromFileERKSt8functionIFbiEEPSt6vectorIiSaIiEERNS_6RandomEiPS7_ISsSaISsEEEUliPKcmE_ZN8LightGBM10TextReaderIiE26ReadPartAndProcessParallelERKSt6vectorIiSaIiEERKSt8functionIFviRKS2_ISsSaISsEEEEEUliiE_HDFS support is not enabledrbwbhdfs://N8LightGBM17VirtualFileWriterEN8LightGBM17VirtualFileReaderEN8LightGBM9LocalFileE'%c' (%d)%.17g\\\"\b\f\n\r\t\u%04x\u2028\u2029Malformed commentUnexpected end of inputUnescaped in stringBad \u escape: Invalid escape character Expected JSON object, got Bad type for in /__w/1/s/src/io/json11.cppi != 0Parse error: expected Invalid in numberExpected '"' in object, got Expected ':' in object, got Expected ',' in object, got Expected ',' in list, got Expected value, got Unexpected trailing Unexpected end of input after start of commentUnexpected end of input inside multi-line commentUnexpected end of input in stringLeading 0s not permitted in numbersAt least one digit required in fractional partAt least one digit required in exponentExceeded maximum nesting depthjson11::Json json11::{anonymous}::JsonParser::expect(const string&, json11::Json)N6json119JsonValueEN6json115ValueILNS_4Json4TypeE1EdEEN6json1110JsonDoubleEN6json115ValueILNS_4Json4TypeE1EiEEN6json117JsonIntEN6json115ValueILNS_4Json4TypeE2EbEEN6json1111JsonBooleanEN6json115ValueILNS_4Json4TypeE3ESsEEN6json1110JsonStringEN6json115ValueILNS_4Json4TypeE4ESt6vectorIS1_SaIS1_EEEEN6json119JsonArrayEN6json115ValueILNS_4Json4TypeE5ESt3mapISsS1_St4lessISsESaISt4pairIKSsS1_EEEEEN6json1110JsonObjectEN6json115ValueILNS_4Json4TypeE0ENS_10NullStructEEEN6json118JsonNullESt23_Sp_counted_ptr_inplaceIN6json118JsonNullESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1111JsonBooleanESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonDoubleESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json117JsonIntESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonStringESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json119JsonArrayESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonObjectESaIS1_ELN9__gnu_cxx12_Lock_policyE2EElabel cannot be nullptrLoading query weights....queryLoading query boundaries....initLoading initial scores....weightLoading weights...Using weights in data file, ignoring the additional weights fileUsing query id in data file, ignoring the additional query fileInitial score size doesn't match data sizeLength of label is not same with #dataLength of weights is not same with #dataSum of query counts is not same with #dataData partition error, data didn't match queriesCannot used query_id for parallel trainingWeights size doesn't match data sizeQuery size doesn't match data sizeInvalid initial score file. Redundant or insufficient columnsData file %s doesn't existData file %s couldn't be readInput format error when parsing as TSVInput format error when parsing as CSVInput format error when parsing as LibSVMData file %s should have at least one lineData file %s only has one lineLabel should be the first column in a LibSVM fileData file %s doesn't contain a label columnUnknown format of training dataN8LightGBM6ParserEN8LightGBM9CSVParserEN8LightGBM9TSVParserEN8LightGBM12LibSVMParserE00010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899 -d'@Bʚ;*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE0_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE1_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE2_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE0_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE1_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE2_num_leaves=num_cat=split_feature=%gsplit_gain=decision_type=left_child=right_child=leaf_value=leaf_count=internal_value=internal_count=cat_boundaries=cat_threshold=shrinkage=if (fval <= || Tree::IsZero(fval) || std::isnan(fval)) { && !Tree::IsZero(fval) && !std::isnan(fval)) {) && (((cat_threshold[fval = arr[]; } else { }return fval = arr.count() > 0 ? arr.at() : 0.0f;double PredictTree(const double* arr) { double fval = 0.0f; int int_fval = 0; "split_index":"split_feature":"split_gain":||"threshold":""decision_type":"==","threshold":"decision_type":"<=","default_left":true,"default_left":false,"missing_type":"None","internal_value":"missing_type":"Zero","missing_type":"NaN","internal_count":"left_child":"right_child":"leaf_index":"leaf_value":"leaf_count":"num_leaves":"num_cat":"shrinkage":"tree_structure":{"tree_structure":num_catleaf_valueleft_childright_childsplit_featureinternal_countinternal_valueleaf_countdecision_typecat_boundariesshrinkageif (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); }if (int_fval >= 0 && int_fval < 32 * (if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } + int_fval / 32] >> (int_fval & 31)) & 1))) {const std::vector<uint32_t> cat_threshold = {(const std::unordered_map<int, double>& arr) { /__w/1/s/include/LightGBM/utils/common.hCheck failed: strs.size() == static_cast<size_t>(n) at %s, line %d . -Tree model should contain num_leaves fieldTree model should contain num_cat fieldTree model string format error, should contain leaf_value fieldTree model string format error, should contain left_child fieldTree model string format error, should contain right_child fieldTree model string format error, should contain split_feature fieldTree model string format error, should contain threshold fieldTree model should contain cat_boundaries field.Tree model should contain cat_threshold fieldu<7~u<7*G*Ǚv~vlabel should be int type (met %f) for ranking task, +Please use an additional query file or pre-partition the dataCould not recognize data format of %s*ZN8LightGBM13DatasetLoader20LoadTextDataToMemoryEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE_*ZN8LightGBM13DatasetLoader20LoadTextDataToMemoryEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE0_*ZN8LightGBM13DatasetLoader22SampleTextDataFromFileEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE_*ZN8LightGBM13DatasetLoader22SampleTextDataFromFileEPKcRKNS_8MetadataEiiPiPSt6vectorIiSaIiEEEUliE0_*ZN8LightGBM13DatasetLoader23ExtractFeaturesFromFileEPKcPKNS_6ParserERKSt6vectorIiSaIiEEPNS_7DatasetEEUliRKS6_ISsSaISsEEE_ZN8LightGBM10TextReaderIiE9CountLineEvEUliPKcmE_ZN8LightGBM10TextReaderIiE18ReadAndFilterLinesERKSt8functionIFbiEEPSt6vectorIiSaIiEEEUliPKcmE_ZN8LightGBM10TextReaderIiE14SampleFromFileEPNS_6RandomEiPSt6vectorISsSaISsEEEUliPKcmE_ZN8LightGBM10TextReaderIiE23SampleAndFilterFromFileERKSt8functionIFbiEEPSt6vectorIiSaIiEEPNS_6RandomEiPS7_ISsSaISsEEEUliPKcmE_ZN8LightGBM10TextReaderIiE26ReadPartAndProcessParallelERKSt6vectorIiSaIiEERKSt8functionIFviRKS2_ISsSaISsEEEEEUliiE_HDFS support is not enabledrbwbhdfs://N8LightGBM17VirtualFileWriterEN8LightGBM17VirtualFileReaderEN8LightGBM9LocalFileE'%c' (%d)%.17g\\\"\b\f\n\r\t\u%04x\u2028\u2029Malformed commentUnexpected end of inputUnescaped in stringBad \u escape: Invalid escape character Expected JSON object, got Bad type for in /__w/1/s/src/io/json11.cppi != 0Parse error: expected Invalid in numberExpected '"' in object, got Expected ':' in object, got Expected ',' in object, got Expected ',' in list, got Expected value, got Unexpected trailing Unexpected end of input after start of commentUnexpected end of input inside multi-line commentUnexpected end of input in stringLeading 0s not permitted in numbersAt least one digit required in fractional partAt least one digit required in exponentExceeded maximum nesting depthjson11::Json json11::{anonymous}::JsonParser::expect(const string&, json11::Json)N6json119JsonValueEN6json115ValueILNS_4Json4TypeE1EdEEN6json1110JsonDoubleEN6json115ValueILNS_4Json4TypeE1EiEEN6json117JsonIntEN6json115ValueILNS_4Json4TypeE2EbEEN6json1111JsonBooleanEN6json115ValueILNS_4Json4TypeE3ESsEEN6json1110JsonStringEN6json115ValueILNS_4Json4TypeE4ESt6vectorIS1_SaIS1_EEEEN6json119JsonArrayEN6json115ValueILNS_4Json4TypeE5ESt3mapISsS1_St4lessISsESaISt4pairIKSsS1_EEEEEN6json1110JsonObjectEN6json115ValueILNS_4Json4TypeE0ENS_10NullStructEEEN6json118JsonNullESt23_Sp_counted_ptr_inplaceIN6json118JsonNullESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1111JsonBooleanESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonDoubleESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json117JsonIntESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonStringESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json119JsonArrayESaIS1_ELN9__gnu_cxx12_Lock_policyE2EESt23_Sp_counted_ptr_inplaceIN6json1110JsonObjectESaIS1_ELN9__gnu_cxx12_Lock_policyE2EElabel cannot be nullptrLoading query weights....queryLoading query boundaries....initLoading initial scores....weightLoading weights...Using weights in data file, ignoring the additional weights fileUsing query id in data file, ignoring the additional query fileInitial score size doesn't match data sizeLength of label is not same with #dataLength of weights is not same with #dataSum of query counts is not same with #dataData partition error, data didn't match queriesCannot used query_id for parallel trainingWeights size doesn't match data sizeQuery size doesn't match data sizeInvalid initial score file. Redundant or insufficient columnsv~v*G*ǜu<7~u<7Data file %s doesn't existData file %s couldn't be readInput format error when parsing as TSVInput format error when parsing as CSVInput format error when parsing as LibSVMData file %s should have at least one lineData file %s only has one lineLabel should be the first column in a LibSVM fileData file %s doesn't contain a label columnUnknown format of training dataN8LightGBM6ParserEN8LightGBM9CSVParserEN8LightGBM9TSVParserEN8LightGBM12LibSVMParserE00010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899 +d'@Bʚ;*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE0_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE1_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEiPdEUliiiE2_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE0_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE1_*ZNK8LightGBM4Tree20AddPredictionToScoreEPKNS_7DatasetEPKiiPdEUliiiE2_%gnum_leaves=num_cat=split_feature=split_gain=decision_type=left_child=right_child=leaf_value=leaf_weight=leaf_count=internal_value=internal_weight=internal_count=cat_boundaries=cat_threshold=shrinkage=if (fval <= || Tree::IsZero(fval) || std::isnan(fval)) { && !Tree::IsZero(fval) && !std::isnan(fval)) {) && (((cat_threshold[fval = arr[]; } else { }return fval = arr.count() > 0 ? arr.at() : 0.0f;double PredictTree(const double* arr) { double fval = 0.0f; int int_fval = 0; "split_index":"split_feature":"split_gain":||"threshold":""decision_type":"==","threshold":"decision_type":"<=","default_left":true,"default_left":false,"missing_type":"None","internal_value":"missing_type":"Zero","missing_type":"NaN","internal_weight":"internal_count":"left_child":"right_child":"leaf_index":"leaf_value":"leaf_weight":"leaf_count":"num_leaves":"num_cat":"shrinkage":"tree_structure":{"tree_structure":num_catleaf_valueshrinkageleft_childright_childsplit_featureinternal_countinternal_valueinternal_weightleaf_weightleaf_countdecision_typecat_boundariesif (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast<int>(fval); }if (int_fval >= 0 && int_fval < 32 * (if (std::isnan(fval)) { int_fval = 0; } else { int_fval = static_cast<int>(fval); } + int_fval / 32] >> (int_fval & 31)) & 1))) {const std::vector<uint32_t> cat_threshold = {(const std::unordered_map<int, double>& arr) { /__w/1/s/include/LightGBM/utils/common.hCheck failed: strs.size() == static_cast<size_t>(n) at %s, line %d . +Tree model should contain num_leaves fieldTree model should contain num_cat fieldTree model string format error, should contain leaf_value fieldTree model string format error, should contain left_child fieldTree model string format error, should contain right_child fieldTree model string format error, should contain split_feature fieldTree model string format error, should contain threshold fieldTree model should contain cat_boundaries field.Tree model should contain cat_threshold field G label should be int type (met %f) for ranking task, for the gain of label, please set the label_gain parameterlabel (%d) excel the max range %d/__w/1/s/src/metric/dcg_calculator.cppCheck failed: eval_at->at(i) > 0 at %s, line %d . -'}&_l2_rootmean_absolute_errormaefairpoissonbinary_loglossbinary_erroraucndcglambdarankmapmean_average_precisionxentropycross_entropyxentlambdacross_entropy_lambdakldivkullback_leiblergammagamma_deviancetweedieregression_l2root_mean_squared_errorrmsehuber[%s:%s]: sum-of-weights = %f%s offset term = %fndcg@map@gamma-deviancemean_absolute_percentage_error/__w/1/s/src/metric/xentropy_metric.hpplabel_ Can't be NULL at %s, line %d . -[%s:%s]: (metric) labels passed interval [0, 1] check[%s:%s]: (metric) weights not allowed to be negative[%s:%s]: sum-of-weights = %f is non-positive[%s:%s]: (metric) all weights must be positive[%s:%s]: (metric) at least one weight is negativeThe NDCG metric requires query informationFor MAP metric, there should be query informationTotal groups: %d, total data: %d/__w/1/s/src/metric/regression_metric.hppCheck failed: label > 0 at %s, line %d . -InitInitInitN8LightGBM6MetricEN8LightGBM16RegressionMetricINS_10RMSEMetricEEEN8LightGBM10RMSEMetricEN8LightGBM16RegressionMetricINS_8L2MetricEEEN8LightGBM8L2MetricEN8LightGBM16RegressionMetricINS_14QuantileMetricEEEN8LightGBM14QuantileMetricEN8LightGBM16RegressionMetricINS_8L1MetricEEEN8LightGBM8L1MetricEN8LightGBM16RegressionMetricINS_15HuberLossMetricEEEN8LightGBM15HuberLossMetricEN8LightGBM16RegressionMetricINS_14FairLossMetricEEEN8LightGBM14FairLossMetricEN8LightGBM16RegressionMetricINS_13PoissonMetricEEEN8LightGBM13PoissonMetricEN8LightGBM16RegressionMetricINS_10MAPEMetricEEEN8LightGBM10MAPEMetricEN8LightGBM16RegressionMetricINS_11GammaMetricEEEN8LightGBM11GammaMetricEN8LightGBM16RegressionMetricINS_19GammaDevianceMetricEEEN8LightGBM19GammaDevianceMetricEN8LightGBM16RegressionMetricINS_13TweedieMetricEEEN8LightGBM13TweedieMetricEN8LightGBM12BinaryMetricINS_19BinaryLoglossMetricEEEN8LightGBM19BinaryLoglossMetricEN8LightGBM12BinaryMetricINS_17BinaryErrorMetricEEEN8LightGBM17BinaryErrorMetricEN8LightGBM9AUCMetricEN8LightGBM10NDCGMetricEN8LightGBM9MapMetricEN8LightGBM16MulticlassMetricINS_16MultiErrorMetricEEEN8LightGBM16MultiErrorMetricEN8LightGBM16MulticlassMetricINS_25MultiSoftmaxLoglossMetricEEEN8LightGBM25MultiSoftmaxLoglossMetricEN8LightGBM18CrossEntropyMetricEN8LightGBM24CrossEntropyLambdaMetricEN8LightGBM25KullbackLeiblerDivergenceE-q=;DA@& .>|=?Trying to bind port %d...0.0.0.0Binding port %d succeededBinding port %d failedSet TCP_NODELAY failedListening...Socket accept error, code: %dSocket recv error, code: %dConnected to rank %dSocket construction errorSocket send error, code: %drank=Connecting to rank %d failed, waiting for %d millisecondsFinished linking network in %f secondsSet SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at leastSet SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at leastMachine list file %s doesn't existmachine_list size is larger than the parameter num_machines, ignoring redundant entriesCannot find any ip and port. -Please check machine_list_filename or machines parameterWorld size is larger than the machine_list size, change world size to %dMachine list file doesn't contain the local machineNSt6thread5_ImplISt12_Bind_simpleIFSt7_Mem_fnIMN8LightGBM7LinkersEFviEEPS4_iEEEESt23_Sp_counted_ptr_inplaceINSt6thread5_ImplISt12_Bind_simpleIFSt7_Mem_fnIMN8LightGBM7LinkersEFviEEPS5_iEEEESaISC_ELN9__gnu_cxx12_Lock_policyE2EELocal rank: %d, total number of machines: %dPlease initilize the network interface firstNSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM7Linkers8SendRecvEiPciiS4_iEUlvE_vEEEESt23_Sp_counted_ptr_inplaceINSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM7Linkers8SendRecvEiPciiS5_iEUlvE_vEEEESaIS9_ELN9__gnu_cxx12_Lock_policyE2EEnum_class:sigmoid: sqrtContains only one class[%s]: sum of weights is zero[%s]: sum of labels is zero[%s:%s]: havg = %f -> initscore = %f[%s:%s]: pavg=%f -> initscore=%f[%s:%s]: pavg = %f -> initscore = %fStarting from the 2.1.2 version, default value for the "boost_from_average" parameter in "binary" objective is true. +'}&_poissonbinary_erroraucgammagamma_deviancetweediehuberfair[%s:%s]: sum-of-weights = %f%s offset term = %fmap@ndcg@multi_error@/__w/1/s/src/metric/xentropy_metric.hpplabel_ Can't be NULL at %s, line %d . +[%s:%s]: (metric) labels passed interval [0, 1] check[%s:%s]: (metric) weights not allowed to be negative[%s:%s]: sum-of-weights = %f is non-positive[%s:%s]: (metric) all weights must be positive[%s:%s]: (metric) at least one weight is negativeFor MAP metric, there should be query informationTotal groups: %d, total data: %dThe NDCG metric requires query information/__w/1/s/src/metric/regression_metric.hppCheck failed: label > 0 at %s, line %d . +InitInitInitN8LightGBM6MetricEN8LightGBM12BinaryMetricINS_19BinaryLoglossMetricEEEN8LightGBM19BinaryLoglossMetricEN8LightGBM12BinaryMetricINS_17BinaryErrorMetricEEEN8LightGBM17BinaryErrorMetricEN8LightGBM9AUCMetricEN8LightGBM9MapMetricEN8LightGBM16MulticlassMetricINS_16MultiErrorMetricEEEN8LightGBM16MultiErrorMetricEN8LightGBM16MulticlassMetricINS_25MultiSoftmaxLoglossMetricEEEN8LightGBM25MultiSoftmaxLoglossMetricEN8LightGBM10NDCGMetricEN8LightGBM16RegressionMetricINS_10RMSEMetricEEEN8LightGBM10RMSEMetricEN8LightGBM16RegressionMetricINS_8L2MetricEEEN8LightGBM8L2MetricEN8LightGBM16RegressionMetricINS_14QuantileMetricEEEN8LightGBM14QuantileMetricEN8LightGBM16RegressionMetricINS_8L1MetricEEEN8LightGBM8L1MetricEN8LightGBM16RegressionMetricINS_15HuberLossMetricEEEN8LightGBM15HuberLossMetricEN8LightGBM16RegressionMetricINS_14FairLossMetricEEEN8LightGBM14FairLossMetricEN8LightGBM16RegressionMetricINS_13PoissonMetricEEEN8LightGBM13PoissonMetricEN8LightGBM16RegressionMetricINS_10MAPEMetricEEEN8LightGBM10MAPEMetricEN8LightGBM16RegressionMetricINS_11GammaMetricEEEN8LightGBM11GammaMetricEN8LightGBM16RegressionMetricINS_19GammaDevianceMetricEEEN8LightGBM19GammaDevianceMetricEN8LightGBM16RegressionMetricINS_13TweedieMetricEEEN8LightGBM13TweedieMetricEN8LightGBM18CrossEntropyMetricEN8LightGBM24CrossEntropyLambdaMetricEN8LightGBM25KullbackLeiblerDivergenceE-q=;& .>DA@|=?Trying to bind port %d...0.0.0.0Binding port %d succeededBinding port %d failedSet TCP_NODELAY failedListening...Socket accept error, code: %dSocket recv error, code: %dConnected to rank %dSocket construction errorSocket send error, code: %drank=Connecting to rank %d failed, waiting for %d millisecondsFinished linking network in %f secondsSet SO_RCVBUF failed, please increase your net.core.rmem_max to 100k at leastSet SO_SNDBUF failed, please increase your net.core.wmem_max to 100k at leastMachine list file %s doesn't existmachine_list size is larger than the parameter num_machines, ignoring redundant entriesCannot find any ip and port. +Please check machine_list_filename or machines parameterWorld size is larger than the machine_list size, change world size to %dMachine list file doesn't contain the local machineNSt6thread5_ImplISt12_Bind_simpleIFSt7_Mem_fnIMN8LightGBM7LinkersEFviEEPS4_iEEEESt23_Sp_counted_ptr_inplaceINSt6thread5_ImplISt12_Bind_simpleIFSt7_Mem_fnIMN8LightGBM7LinkersEFviEEPS5_iEEEESaISC_ELN9__gnu_cxx12_Lock_policyE2EEff?Local rank: %d, total number of machines: %dPlease initilize the network interface firstNSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM7Linkers8SendRecvEiPciiS4_iEUlvE_vEEEESt23_Sp_counted_ptr_inplaceINSt6thread5_ImplISt12_Bind_simpleIFZN8LightGBM7Linkers8SendRecvEiPciiS5_iEUlvE_vEEEESaIS9_ELN9__gnu_cxx12_Lock_policyE2EEnum_class:sigmoid: sqrtContains only one class[%s]: sum of weights is zero[%s]: sum of labels is zero[%s:%s]: havg = %f -> initscore = %f[%s:%s]: pavg=%f -> initscore=%f[%s:%s]: pavg = %f -> initscore = %fStarting 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 resultsNumber of positive: %d, number of negative: %d/__w/1/s/src/objective/xentropy_objective.hpp[%s:%s]: (objective) labels passed interval [0, 1] check[%s]: at least one weight is negative[%s]: at least one weight is non-positive[%s:%s]: min, max weights = %f, %f; ratio = %fLambdarank tasks require query informationCannot use sqrt transform in %s Regression, will auto disable itSigmoid parameter %f should be greater than zeroCannot set is_unbalance and scale_pos_weight at the same time[%s]: at least one target label is negativeMet 'abs(label) < 1', will convert them to '1' in MAPE objective and metricObjective should contain num_class fieldUnknown objective type name: %sLabel must be in [0, %d), but found %d in label/__w/1/s/src/objective/regression_objective.hppCheck failed: alpha_ > 0 && alpha_ < 1 at %s, line %d . +Try to set boost_from_average=false, if your old models produce bad resultsNumber of positive: %d, number of negative: %d/__w/1/s/src/objective/xentropy_objective.hpp[%s:%s]: (objective) labels passed interval [0, 1] check[%s]: at least one weight is negative[%s]: at least one weight is non-positive[%s:%s]: min, max weights = %f, %f; ratio = %fLambdarank tasks require query informationSigmoid parameter %f should be greater than zeroCannot set is_unbalance and scale_pos_weight at the same timeCannot use sqrt transform in %s Regression, will auto disable it[%s]: at least one target label is negativeMet 'abs(label) < 1', will convert them to '1' in MAPE objective and metricObjective should contain num_class fieldUnknown objective type name: %sLabel must be in [0, %d), but found %d in label/__w/1/s/src/objective/regression_objective.hppCheck failed: alpha_ > 0 && alpha_ < 1 at %s, line %d . Sigmoid param %f should be greater than zeroCheck failed: threshold >= weighted_cdf[pos - 1] at %s, line %d . Check failed: threshold < weighted_cdf[pos] at %s, line %d . -BoostFromScoreInitBoostFromScoreInitBoostFromScoreN8LightGBM17ObjectiveFunctionEN8LightGBM16RegressionL2lossEN8LightGBM16RegressionL1lossEN8LightGBM19RegressionHuberLossEN8LightGBM18RegressionFairLossEN8LightGBM21RegressionPoissonLossEN8LightGBM22RegressionQuantilelossEN8LightGBM18RegressionMAPELOSSEN8LightGBM19RegressionGammaLossEN8LightGBM21RegressionTweedieLossEN8LightGBM13BinaryLoglossEN8LightGBM14LambdarankNDCGEN8LightGBM17MulticlassSoftmaxEN8LightGBM13MulticlassOVAEN8LightGBM12CrossEntropyEN8LightGBM18CrossEntropyLambdaEZN8LightGBM13MulticlassOVAC1ERKNS_6ConfigEEUlfE_ZN8LightGBM13BinaryLoglossC1ERKNS_6ConfigESt8functionIFbfEEEUlfE_?qq C<ư>II@@z?????vector<bool>::_M_fill_insert/__w/1/s/src/treelearner/serial_tree_learner.hCheck failed: tree->num_leaves() <= data_partition_->num_leaves() at %s, line %d . +BoostFromScoreInitBoostFromScoreInitBoostFromScoreN8LightGBM17ObjectiveFunctionEN8LightGBM13BinaryLoglossEN8LightGBM17MulticlassSoftmaxEN8LightGBM13MulticlassOVAEN8LightGBM14LambdarankNDCGEN8LightGBM16RegressionL2lossEN8LightGBM16RegressionL1lossEN8LightGBM19RegressionHuberLossEN8LightGBM18RegressionFairLossEN8LightGBM21RegressionPoissonLossEN8LightGBM22RegressionQuantilelossEN8LightGBM18RegressionMAPELOSSEN8LightGBM19RegressionGammaLossEN8LightGBM21RegressionTweedieLossEN8LightGBM12CrossEntropyEN8LightGBM18CrossEntropyLambdaEZN8LightGBM13MulticlassOVAC1ERKNS_6ConfigEEUlfE_ZN8LightGBM13BinaryLoglossC1ERKNS_6ConfigESt8functionIFbfEEEUlfE_?qq C<ư>II@@z?????vector<bool>::_M_fill_insert/__w/1/s/src/treelearner/serial_tree_learner.hCheck failed: tree->num_leaves() <= data_partition_->num_leaves() at %s, line %d . GPU Tree Learner was not enabled in this build. -Please recompile with CMake option -DUSE_GPU=1N8LightGBM14GPUTreeLearnerEN8LightGBM23DataParallelTreeLearnerINS_14GPUTreeLearnerEEEN8LightGBM23DataParallelTreeLearnerINS_17SerialTreeLearnerEEE<N8LightGBM26FeatureParallelTreeLearnerINS_14GPUTreeLearnerEEEN8LightGBM26FeatureParallelTreeLearnerINS_17SerialTreeLearnerEEEvector::_M_range_checkTotal Bins %dleftrightNo further splits with positive gain, best gain: %fTrained a tree with leaves = %d and max_depth = %d/__w/1/s/src/treelearner/serial_tree_learner.cppCheck failed: inner_feature_index >= 0 at %s, line %d . +Please recompile with CMake option -DUSE_GPU=1N8LightGBM14GPUTreeLearnerEN8LightGBM23DataParallelTreeLearnerINS_14GPUTreeLearnerEEEN8LightGBM23DataParallelTreeLearnerINS_17SerialTreeLearnerEEE<N8LightGBM26FeatureParallelTreeLearnerINS_14GPUTreeLearnerEEEN8LightGBM26FeatureParallelTreeLearnerINS_17SerialTreeLearnerEEETotal Bins %dleftrightNo further splits with positive gain, best gain: %fTrained a tree with leaves = %d and max_depth = %d/__w/1/s/src/treelearner/serial_tree_learner.cppCheck failed: inner_feature_index >= 0 at %s, line %d . Check failed: num_machines > 1 at %s, line %d . Check failed: bag_cnt == num_data_ at %s, line %d . Invalid categorical threshold split'Forced Split' will be ignored since the gain getting worse. Check failed: data_partition_->num_leaves() >= tree->num_leaves() at %s, line %d . /__w/1/s/src/treelearner/feature_histogram.hppCheck failed: offset == num_total_bin at %s, line %d . Check failed: cache_size_ >= 2 at %s, line %d . -Number of data: %d, number of used features: %dCheck failed: num_features_ == train_data_->num_features() at %s, line %d . -St22_Maybe_get_result_typeILb1ESt7_Mem_fnIMN8LightGBM16FeatureHistogramEFvddiddPNS1_9SplitInfoEEEESt22_Weak_result_type_implISt7_Mem_fnIMN8LightGBM16FeatureHistogramEFvddiddPNS1_9SplitInfoEEEESt17_Weak_result_typeISt7_Mem_fnIMN8LightGBM16FeatureHistogramEFvddiddPNS1_9SplitInfoEEEEN8LightGBM11TreeLearnerEN8LightGBM17SerialTreeLearnerESt5_BindIFSt7_Mem_fnIMN8LightGBM16FeatureHistogramEFvddiddPNS1_9SplitInfoEEEPS2_St12_PlaceholderILi1EES9_ILi2EES9_ILi3EES9_ILi4EES9_ILi5EES9_ILi6EEEE@N8LightGBM25VotingParallelTreeLearnerINS_14GPUTreeLearnerEEEN8LightGBM25VotingParallelTreeLearnerINS_17SerialTreeLearnerEEE;DCgp0`CPkyfk`kkkȰkkk!l"l^2lPlylxllm@mmm0n@npn X  (35hW[(lPrНxȽ0`XXX5 6PGpCCC CPDEphEEF XFFPFHGG0G`HXHHHI0hIPK`Kp0LL L M@pMOPOPQQP8RR@R8ST0TUPUpUU0U00VXV pV0V0V W`WWPWHX0X XXY HYYY Z XZ Z ZZ[@[[ [\0\X\\ ]@X]]@"]%P^@(^)^*_-h_._1apJcpMcPd_gc`g`gg0khn(k@qkvky0l}l0no0popppt tpv0 x xxx8yPCpDD0DHD`DDD D@HI`I(JpxJJKHKKMNHN NN`OOpOp(PpXPpPP`QHQSS0TPXT@_ 8`@&p`*`.ha0a`1aC8bIbObQ0cpTHd0VdXHe[xe^e_eb@fPef hPhpphPqhs0i@tixix(j|xj}jl`m(mpmmn@nГno@pp` q0pqq`r0Xrr8s`s`sPtuP`uu0vPPvwP"Pw1w2w3y@5y9 zp>Pz`BzFz@JzQ0{PQP{Q{R{PT|UH|X|Y|Z}^`}@`}a}b~cX~e~f~0gPhXpipjpkpl(pmXnoȀrsHtvȁ w x8PxPyz|80~0@p Pо@@pPp``0Hx@0Б9@::PP;;P<P<pAH0FIIPIJP Vp`aapg hhHvwЏPy z|8P`@Д@!78A(A@BXBp B@BPB`BВpBBB B@@CC@DPHЕHHI@J`pJTЖTUV0Y0iЗpv v@pyPX@ `@P0@P؞@p0P8pP@ С @@php0 @!!X#$إ& )x@-P/1845<Kgȩ0P8xиP hpPhP` ,P,8-./ 0h6`;@XK@VX]8^Ю`_`h@jmhq hXp8@@:Bpa`f h0@` H p`P 8ppȺ0p@@Xpȼ@`0$DHEPFJJ@K0L8`LPpOhR@eppxrs @|`||~@P@ дp PPH``px@@@ 0xpؿ  08xp - x 8 P0h $P'()`5@7 P78`7Pp7h777`;>(A` DN QX0Qp@QPQpQQQQQR@ RX0Rp@RPRRRRRS(`SPShVY\8\P_bg g8jm`rpr r8rP0sh@sPs`spsssst(t@ tX`tpptttttu u@u0`uHu`uxuu0vpvvv0wPPwpww@xxx@@yxy{~ P`pPЈ @ @`@@@ @`@@Hpx@P8 pP(00@P0(@Xp @`0 (@X @8PP`hpp(PH@@00`( 0 8`XPX @pH@0 "`#P%&&H146P79P:P;A C`@FL0O(QhPXZP]00_`pHrxssx8{PX0h0`ж@@@`H0@(0@h`'0 6`?J8Xg`up8@P` x  cX 0Px@ X0Р8 pp`PP0h@ 0H  Х  p( -Px -` -p   p    0p0@0 X0@X`8P -@ hp()h6(9h9: M@T^`h8no ~ 0  px0 @H` (@ P@pP08x00@(` !p(!@!!!0@""`#$`%H%p`%x%`% (&0&&0' ''0((!()p(x),)6)p;*>+PE-q@./P00111 20 x2 *2 FX!0Fp!`FP#F#`G#H $Hp$0I$I( WH*Wp*X+0YH+Y+[(,^p,p^,`_,@`H-a-l.n.o8/ph/r/s0u0v4w4Py85}@3}X3}p3}3~3P~3`~3~3~4~(4X4p44@7X7Ѐp7<@@8AAApB`BBЧ CpXC@CCPD@0DPHD``DpxDDDDDDЮE0EF GG G(H@XHH0H0(I@IXIxI0IIL0(MPxM@ M(N05@5P5`56 686P6h6@6p666667(77777 708@8P08`H8`8x888888 90 9@89PP9`h9p999999:(: @: X:0 p:P :p : : : : ;!;0!0;P!H;p!`;!x;!;!;!;";0";P"<p" <"8<"P<"h<"< #<P#<#<#=#(=$@=@$X=p$p=$=$=%=p&>&@>`'h>'>`(>(>`)?*@?P0?6?<0@pC@I AJBL@B`MPEOE PFpRhF`T0GZ@J[J\JP\J\J\Ke`K@eKoKrXLsLxN}NO8O`pOOO(PhP0P0P@(QГhQ QQ@RXRRRS0hSSSPHT TTU(UPU`U0V@ VLVi8WiX lXlXnYPqZ@[Ѝ[WWИWWWWX (X@@X`XXpX`YPYY PZZ\(\x\`\]h]p] ^X^^^ _`_0__0` ` ``a Ha!a 'ap+Pb1b7cp=Xc@pcGcMcUcWdgd0kHepoe@sew8f{ff(gg(hhhij0k@kk`hdd0xg0iijxjXll0 l0Hmmn n`n`!n#n88o;o@P(pTpTpZ0qP^q _q e@l@eofvfvgv0gvm@wswvwyx@}`xxPyPy0yy0zpzНz{P`{Ш{@{8||P|(}px}}~h~~0~8X(xȁ 0H8@ ؃ (x!Ȅ#p)h`/38P8p>0@ЉE KpPPV\hagPms8yhp@`0(ؘ(`X 0x pr r0r@rPr`rpss0sHs`sxssssss t0 t@8tPPt`htpttttttu(u@uXupu u0u@uPu`upvv0vHv`vxv@0Ph؇`H؈p` PXX H$*806ؓ<(BxHȔNThZ`fXlrxH~80 ؙ@P К `HЧp@д`P 0@@P`0pП p `!(P. 40:@@@PF`L0pRXФ^ dpjpv`|P 0@@P`0p`@HxȪ`@@PȬ@P,Pp-34@7 ?0ExFȰPJбpQ(RXW`Ppkkȳn r8Ptvȴx{XP}Ё0xPP `(x`и ` `P8xȻ`p%p34404عP444HP556p; 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BBBF 4aH BAD J + DABJ LU0R;BBB B(A0A8GP +8A0A(B BBBD L4V@r7;BBB B(A0D8D` +8A0A(B BBBH LVp:BBB B(A0A8G` +8A0A(B BBBG LV:BBB B(A0D8D` +8A0A(B BBBG D$c BBE D(D0J +0D(A BBBD LlW8j :BEB B(A0A8DP +8A0A(B BBBA LWX9BEB B(A0A8DP +8A0A(B BBBD L X s9BBB B(A0A8G` +8A0A(B BBBF L\Xx@'9BBB B(A0A8G`  +8A0A(B BBBI Dd!BBE D(D0J +0D(A BBBD ,d eAC FK + C L$e"BBB E(A0A8DP +8A0A(B BBBJ Lte@(BBB E(A0A8DP +8A0A(B BBBJ Le-BBB E(A0A8DP +8A0A(B BBBJ Lf3BBB E(A0A8DP +8A0A(B BBBJ LdfP9BBB E(A0A8DP +8A0A(B BBBJ Lf?BBB E(A0A8DP +8A0A(B BBBJ LgDBBB E(A0A8DP +8A0A(B BBBJ LTg`JBBB E(A0A8DP +8A0A(B BBBJ LgPBBB E(A0A8DP +8A0A(B BBBB LgUBBB E(A0A8DP +8A0A(B BBBB LDhp[BBB E(A0A8DP +8A0A(B BBBB Lh aBBB E(A0A8DP +8A0A(B BBBB LhfBBB E(A0A8DP +8A0A(B BBBB L4ilBBB E(A0A8DP +8A0A(B BBBB Li0rBBB E(A0A8DP +8A0A(B BBBB LiwBBB E(A0A8DP +8A0A(B BBBB L$j}BBB E(A0A8DP +8A0A(B BBBF LtjPBBB E(A0A8DP +8A0A(B BBBB $^2BIA J<jBBD A(D0 +(A ABBD <,kBBA D(D0 +(A ABBE ,l_Hs2ALG0 +AAA <_Q2BBE K(G` +(A ABBB T_+2BBE B(A0A8D +8A0A(B BBBI T4`4 1BBE 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E(A0A8DP +8A0A(B BBBH Ldw`;BBB E(A0A8DP +8A0A(B BBBH Lw ABBB E(A0A8DP +8A0A(B BBBH LxFBBB E(A0A8DP +8A0A(B BBBH LTxLBBB E(A0A8DP +8A0A(B BBBH Lx`RBBB E(A0A8DP +8A0A(B BBBH Lx XBBB E(A0A8DP +8A0A(B BBBH LDy]BBB E(A0A8DP +8A0A(B BBBH LycBBB E(A0A8DP +8A0A(B BBBH Ly`iBBB E(A0A8DP +8A0A(B BBBH L4z oBBB E(A0A8DP +8A0A(B BBBH LztBBB E(A0A8DP +8A0A(B BBBH LzzBBB E(A0A8DP +8A0A(B BBBH L${`BBB E(A0A8DP +8A0A(B BBBH Lt{ BBB E(A0A8DP +8A0A(B BBBH L{BBB E(A0A8DP +8A0A(B BBBH L|BBB E(A0A8DP +8A0A(B BBBH Ld|`BBB E(A0A8DP +8A0A(B BBBH L| BBB E(A0A8DP +8A0A(B BBBH L}BBB I(A0A8DP +8A0A(B BBBH LT}BBB E(A0A8DP +8A0A(B BBBH L}`BBB E(A0A8DP +8A0A(B BBBH L} BBB I(A0A8DP +8A0A(B BBBH LDr +!BBB B(A0A8Gp  +8A0A(B BBBD D~ BDC G0  AABH U - AABG L4\x6 BLB B(A0D8DPB -8A0A(B BBBI T\h!/BBE B(D0A8G -8D0A(B BBBI L\@( -[BBB B(A0A8Gp  -8A0A(B BBBD 4h2BDD Gp+ - AABH Ld]9 -BBB B(A0A8Gp  -8A0A(B BBBD 4Li8DqBDD G` - AABJ L]J -BBB B(A0A8Gp  -8A0A(B BBBD <iT]BBD C(G -(A ABBF D|^"~BBB A(A0D`9 -0A(A BBBC T^d - BBB E(A0A8G 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