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9,DjH00Hp0Ht0Hd0H0T0HpD0H40H$0H00Hp0H/H/H0/Hp/H/H/H0/Hp/Ht/Hd/H0T/HpD/H4/H$/H0/Hp/H.H.H0.Hp.H.H.H0.Hp.Ht.Hd.H0 T.Hp D.H 4.H $.H0 .Hp .H -H -H0 -Hp -H -H -H0 -Hp -H t-H d-H0 T-Hp D-H 4-H $-H0-Hp-H,H,H0,Hp,H,H,H0,Hp,Ht,Hd,H0T,HpD,H4,H$,H0,Hp,H+H+H0+Hp+H+H+H0+Hp+Ht+Hd+H0T+HpD+H4+H$+H0+Hp+H*H*H0*Hp*H*H*H0*Hp*Ht*Hd*H0T*HpD*H4*H$*H0*Hp*H)H)H0)Hp)H)H)H0)Hp)Ht)Hd)H0T)HpD)H4)H$)H0)Hp)H(H(H0(Hp(H(H(H0 (Hp (H t(H d(H0!T(Hp!D(H!4(H!$(@UH HL (A@HM0_H ]H%Hp%Ht%Hd%H0T%H0D%Hp4%H$%H%H0%Hp$H$H$H0$Hp$H$H$H0$Hpt$Hd$HT$H0D$Hp4$H VHH$H0#@UH Hꋅ t HM H"H ]H H H%VH _H0"%Hp"%H"%H"%H0#%Hp#%H#t%H#d%H0$T%Hp$D%H$4%H$$%H0%%Hp%%H%$H%$H0&$Hp&$H&$H&$H0'$Hp'$H't$H'd$H0(T$Hp(D$H(4$H($$H0)$Hp)$@UH HL #A@HM0`[H ]H d]HP d!@UH HL P!A H0 [H ]HP34H !@UH HL !A H ZH ]H t(H3H H H H @UH HL p A H-ZH ]H 'H3DH$ H @UH HL A HYH ]H t'H3HH D'H04HH0tHPdHpT@UH HL @A H0XH ]H &Hh4HpH0HPHpHH@UH HL A H0MXH ]H &H4dHPDH4H$H0HPHpHHHH@UH HL A H]WH ]H %H4tH0THPD@UH HL 0A HPVH ]Hp $H5HHH@UH HL A HmVH ]HX $$HH5HdHTHD@UH HL 0A HUH ]H@ #H5HH0HPHp@UH HL A H0]UH ]H( #H5tHT@UH HL @A H TH ]H "H5HH@UH HL A HTH ]H D"H(6HpH "H`6tHPTH !H6DH0$H !H6H@UH HL A Hp SH ]H T!H7H H $!H@7H0%dHp0TH0DH04@UH HL A Hp0RH ]Hh Hx7H%H/H0H00@UH HL A H/MRH ]HP  H7dH$DHP,4Hp,$@UH HL A HP,QH ]H8 H7H$H+H,@UH HL A H+MQH ]H H 8dH$DH+4H+$@UH HL A H+PH ]H HX8H$@UH HL A HPmPH ]H $H8Hp$d@UH HL PA H0 PH ]H H8$HP$H(@UH HL A H(OH ]H TH9H0$H(@UH HL pA H(-OH ]H H89DH$$HpHp9H#@UH HL A HNH ]H TH9H#H$H9H#dH0+THP+D@UH HL 0A H0+MH ]Hx H:H#HtHP:Hp#HP(@UH HL A HP(MMH ]H` H:dHP#DH(4@UH HL A H(LH ]HH H: H0#H*H*@UH HL A H*]LH ]H0 H:t H#THH0;D H"$@UH HL A HKH ]H Hh; H"@UH HL A HmKH ]H $H; H"dHH;T H"4HH<$ Hp"HHH< HP"HdH< H0"H(4H< H"tHPH<d H!DH8H(=4 H!H H`= H!HtH= H!HDH= Hp!HH>t HP!THH@>D H0!$@UH HL A HHH ]H Hx> H!H.H.@UH HL A H.MHH ]H H>d H DH'4@UH HL A H'GH ]H H>H H0. 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H/ H0/ @UH HL A H.=FH ]Hp H?THp 4 HhH?$HP  HH@H0 HxdH8@H H`4Hp@Ht HHH@dHD H0H@4H HHAH @UH HL A HDH ]HX DHPAHp H't @UH HL ` A H'DH ]H@ HA4HP HP' @UH HL A HP'CH ]H( dHAH0 H4HAHt @UH HL ` A HpCH ]H H0B4H HHhBHHtHBHHDHBHHHCtHpT@UH HL @A HPAH ]HHHCHP@UH HL A H0AH ]HTHCH0H$HCHdHpHCTH4@UH HL A H@H ]HH(DH@UH HL A Hp}@H ]H4H`DHtH-dH-T@UH HL @A H-?H ]H HDHH'@UH HL A H'?H ]HD HDHpHX HEtHPTH@ H@EDH0$H( HxEH@UH HL A HP>H ]HhT HEHH&@UH HL pA H&->H ]HP HEDH$@UH HL A H0=H ]H8 H FH@UH HL A Hm=H ]H $ HXFHd@UH HL PA H =H ]H HF$HpH1H2H02HP2@UH HL A H1mH`H?H`H H`H80H`H@`@UH H꺰H&H ]HtHhH@UH H꺰HMhH ]Hh$HH@UH H꺰HMHH ]@UH H`HMXiH ]H8=HXH>HXH8HXH@@@UH HE(te(HM`Hh?H ]H`H H%?@UH HE(te(H`H ]HtHd@UH HEptepHH ]HtH(@UH HE t e HMhH ]Hp4HHpHpH`HpHpHpH HpH@HdHDHH@HHpH@H@HH@H@@UH HXHM( H ]@UH HE t e HM0H ]H(H(HH(HH dHT$SUH(HHMpɸHLExHMpI33 HT$SUH(HLE HUxHMpALHU(HMp33@UH H8HM@ H ]HP@UH H(HM` H ]HhdH 4@UH H0HM` H ]Hp$H@0H@Hp0H@H `0H@H0PH@HP`H840H H0H$H8/HP锧H A HT$UH HHM`HLExHU 335HTHH HH pHH@`HH`dHHHH HH@H`HH`HPHpHHpH HpH@H@T5HD5H@H@H0Hx5H(锜H(4HT$UH HHUpHHcHHA9HH ]@UH HHM0H ]H0HHH a HpHxHD@UH HE t e HMP`H ]H(DH`HHHH HH@H H`HtHHHp@UH HE8te8HMpH7H ]HpH H%8H`H%7@UH HE0t e0HMHH ]Hd@UH HE0te0HM`H87H ]HHHHHh+H+HTH@UH HE4t e4HMx@H ]HPHHPHHPHHPH0pHPHH`HPH`PHD@UH HHH ]H0@UH HE@te@HM`H5H ]H@UH HE$te$HHu5H ]HTH0H 4*HHH@HXH H8HpH(HPtHH%5@UH H0HH ]@UH HꋅtHM 6H ]HhHH0H H%5H(HH HH(HH@HHXHHpHH-HHHHHHmHHMHHHH  HH8HHP-HHh HHHHHHHH-HH HHHH(HH@ HHXHHpmHHPHH(@HH@0HHX HHpHH]HHHHHHHH}HH-HH =HH8HHP]HHh=HHHHHHHH]HH=HHHH(HH@=HHXHHpHHHPHHPH0H0,H t,HPH@T,HPH8HP@UH HE$te$HM0H-H ]@UH HE8te8HMPHX-H ]HpH HHH Hp*HT$SUH(HLE(HH苏LE HU0Hw33HT$UH HLEhHUxHM`33HT$UH HH7HLHU833HT$SUWH HLHE8IHSH+HHrLAH'I+HAHwI3HHCHCH [x @SH DeH%XHHH Ht>HSH+HHrLAH'I+HAHwIY3HHCHCH [ ̋ʙeH%XH B@SH eH%XxHH Ht:HSH+HrLAH'I+HAHwI3HHCHCH [\ @SH 4eH%X@HHHtHB0HH [_H [̋eH%XH #D@SH AHHKHbHH@} HHtHHd HH(HuH [t%..X-.>-.(-.-.,.,.,.,.,.z,.f,. .8,.$,.,.+.+.+.+.+.+.|+.d+.L+.>+.R,..t-..B.~...D....J...&.d...,....B... .f.....v....B.`.|.....h...V...$...:.b....T....: .| . . . .!.(!.J!.j!.!.!.".P".v".".".".#.V#...~.r.Z.F.8.,.........f.B...8.Z.~....&%.%.$.$.$.$.$.z$.`$.8%.#.#.#.#.L$.#.($.$.6$.J&.T&.l&.&.&.@&.6&.,&.&.%.%.%.%.%."&.%. 9sto\%.(.(.(.(.\(.j(.'.'.v).l).).'.(.).8).>).D).L).T).\).0).(.$).'.'.z(.(.(.z'.(.(.d).).'.'.D*..*.). *.(.*.).).).).&.8*.('.B'.R(.H(.>(.2(.((.'.(.(.(.'.'.\'.(. (. '.00p&&& 0`p0&&D&%s0)0Unknown exception)0()0bad array new lengthstring too longmap/set too long)0DebugInfoWarning[LightGBM] [Fatal] %s [LightGBM] [%s] )#&)& Ѕ;&G&M&S&@5&A&/&()'"regressionmulticlassbinary)\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&X) HSize of feature_names error, should equal with total number of featuresDo not support special JSON characters in feature name.Feature (%s) appears more than one time.Found whitespace in feature_names, replace with underlinesD:\a\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 . Predicting SHAP feature contributions is not implemented for linear trees. Prediction results file %s cannot be createdCould not recognize the data format of data file %sThe number of features in data (%d) is not the same as it was in training data (%d). You can set ``predict_disable_shape_check=true`` to discard this error, but please be aware what you are doing. ,Feature (%s) is missed in data file. If it is weight/query/group/ignore_column, you can ignore this warning.Continued train from model is not supported for c_api, please use continued train with input scorefeatureDo not support feature parallel in c apiserialOnly find one worker, will switch to serial tree learnerUsing self-defined objective functiondata_random_seedCannot change data_random_seed after constructed Dataset handle.max_binCannot change max_bin after constructed Dataset handle.max_bin_by_featureCannot change max_bin_by_feature after constructed Dataset handle.bin_construct_sample_cntCannot change bin_construct_sample_cnt after constructed Dataset handle.min_data_in_binCannot change min_data_in_bin after constructed Dataset handle.use_missingCannot change use_missing after constructed Dataset handle.zero_as_missingCannot change zero_as_missing after constructed Dataset handle.categorical_featureCannot change categorical_feature after constructed Dataset handle.feature_pre_filterCannot change feature_pre_filter after constructed Dataset handle.is_enable_sparseCannot change is_enable_sparse after constructed Dataset handle.pre_partitionCannot change pre_partition after constructed Dataset handle.enable_bundleCannot change enable_bundle after constructed Dataset handle.headerCannot change header after constructed Dataset handle.two_roundCannot change two_round after constructed Dataset handle.label_columnCannot change label_column after constructed Dataset handle.weight_columnCannot change weight_column after constructed Dataset handle.group_columnCannot change group_column after constructed Dataset handle.ignore_columnCannot change ignore_column after constructed Dataset handle.forcedbins_filenameCannot change forced bins after constructed Dataset handle.min_data_in_leafReducing `min_data_in_leaf` with `feature_pre_filter=true` may cause unexpected behaviour for features that were pre-filtered by the larger `min_data_in_leaf`. You need to set `feature_pre_filter=false` to dynamically change the `min_data_in_leaf`.linear_treeCannot change linear_tree after constructed Dataset handle.precise_float_parserCannot change precise_float_parser after constructed Dataset handle.num_classCannot change num_class during trainingCannot change boosting during trainingmetricCannot change metric during trainingobjectiveUnknown data type in PredictSparseUnknown indptr type in PredictSparseCSRUnknown col_ptr type in PredictSparseCSCbaggingcpubasicLightGBM_model.txtLightGBM_predict_result.txtgbdt_prediction.cppunknown exceptionLGBM_GetSampleCount output is nullptrLGBM_SampleIndices output is nullptrdata cannot be null.The number of columns should be greater than zero.The number of columns should be smaller than INT32_MAX.D:\a\1\s\src\c_api.cppCheck failed: (inner_data.first) < (num_col) at %s, line %d . Check failed: (num_used_row_indices) > (0) at %s, line %d . Used indices of subsetused_row_indices should be sorted in SubsetInput data type error or field not foundField not foundTried to retrieve number of bins for feature index %d, but the valid feature indices are [0, %d].Unknown matrix type in LGBM_BoosterPredictSparseOutputUnknown indptr type in LGBM_BoosterFreePredictSparseUnknown data type in LGBM_BoosterFreePredictSparseModel was trained on %d features, but got %d input features to predict.Expected '%s' at position %d but found '%s'Unknown data type in RowFunctionFromDenseMatricCheck failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d . Unknown data type in CSC matrixinvalid unordered_map keyCould not open %sSkipped header "%s" in file %sRead %.1f GBs from %s.Warning: last line of %s has no end of line, still using this linevector too longinvalid vector subscriptvector too longinvalid string positionUnknown data type in RowFunctionFromCSR)], ] outside [[%s]: does not tolerate element [#%i = unordered_map/set too longinvalid hash bucket count)pPpP\rpSmx)RRcs`Sm)OOVr`Smx)Po\sSm)RRbs`Smx)RR`s@Sm)QQ _PsSmx) Q Q] spSm)`Q`Q^@s@Smx)POPOU`r@Sm)OOYrpSmx)QQ`pspSm)pOpOVprPSmx)SSPet`Sm)PPPP [rpSmx)0P0P@Zr`Sm)RR`dtpSmx)`R`RZsPSm)PPZrPSmx) S Sb tPSm)RRbsPSmx)OOYrpSm)@Q@Q ]0spSmx)QQ0_`spSm)@R@RaspSmx)QQ`spSm) R RaspSmx)PP \spSm)OO@XrpSm88>?{Gz?C_nanannullinfUnknown token %s in data file:)j"` 0mn{}{","": stringintdoubleboolvector[,","}D:\a\1\s\src\boosting\gbdt.hCheck failed: data_idx >= 0 && data_idx <= static_cast(valid_score_updater_.size()) at %s, line %d . Check failed: tree_idx >= 0 && static_cast(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@)h``7<P-;P@4p6@22@33@&( p `P0pppK) i@``@n<P-`P@4p6@22@33@&( p `P`0pp0vKD:\a\1\s\src\boosting\rf.hppCheck failed: (config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f) || (config->feature_fraction < 1.0f && config->feature_fraction > 0.0f) at %s, line %d . gossCheck failed: (config->data_sample_strategy) == (std::string("goss")) 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 . 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 secondsrfUnknown boosting type %sUnknown model format or submodel type in model file %s)@Sm= (0) at %s, line %d . 0) @0ZNumber of class for initial score errorScoreUpdater::AddScore)``71<P-`B;P@4p6@22@33@&( p `P0pppK)`PQV@X;&0`]`bZp[P\0]PV)HD:\a\1\s\src\boosting\gbdt.cpptrain_data Can't be NULL at %s, line %d . Check failed: (static_cast(train_data_->num_total_features())) == (config->monotone_constraints.size()) at %s, line %d . Check failed: (static_cast(train_data_->num_total_features())) == (config->feature_contri.size()) at %s, line %d . Cannot use ``monotone_constraints`` in %s objective, please disable it.Forced splits file includes feature index %d, but maximum feature index in dataset is %drightCannot add validation data, since it has different bin mappers with training dataNo objective function providedGBDT::Train%f seconds elapsed, finished iteration %d.snapshot_iter_Check failed: (tree_leaf_prediction.size()) > (0) at %s, line %d . Check failed: (static_cast(num_data_)) == (tree_leaf_prediction.size()) at %s, line %d . Check failed: (static_cast(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 . GBDT::BoostFromAverageStart training from score %lfDisabling boost_from_average in %s may cause the slow convergenceGBDT::TrainOneIterCheck failed: objective_function_ == nullptr at %s, line %d . Check failed: (gradients_pointer_) == (gradients_.data()) at %s, line %d . Check failed: (hessians_pointer_) == (hessians_.data()) at %s, line %d . Stopped training because there are no more leaves that meet the split requirementsEarly stopping at iteration %d, the best iteration round is %dOutput of best iteration round: %sGBDT::UpdateScore : , training Iteration: , valid_Cannot reset training data, since new training data has different bin mappersCheck failed: (num_tree_per_iteration_) == (objective_function_->NumModelPerIteration()) at %s, line %d . deque too long) M MMPQ@Sm?? v4falsetrueregression_l2mean_squared_errormsel2_rootroot_mean_squared_errormean_absolute_errorl1maesoftmaxmulticlassovamulticlass_ovaovaovrxentropycross_entropyxentlambdacross_entropy_lambdamean_absolute_percentage_errormaperank_xendcgxendcgxe_ndcgxe_ndcg_martxendcg_martnonecustom","name":""version":""num_class":"num_tree_per_iteration":"label_index":"max_feature_idx":", "objective":", "average_output":"],"feature_names":["],"monotone_constraints":["feature_infos":{"min_value":"max_value":"values":[]}]}"values":[":},"tree_info":["tree_index":"feature_importances":#include "gbdt.h"#include #include #include #include #include #include #include #include #include #include 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&) = { ByMapoutput[k] += (*PredictTreeByMapPtr[i * num_tree_per_iteration_ + k])(features);void GBDT::PredictRawByMap(const std::unordered_map& 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& features, double* output, const PredictionEarlyStopInstance* early_stop) const {PredictRawByMap(features, output, early_stop);double (*PredictTreeLeafPtr[])(const double*) = { Leafvoid 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&) = { LeafByMapvoid GBDT::PredictLeafIndexByMap(const std::unordered_map& features, double* output) const {output[i] = (*PredictTreeLeafByMapPtr[i])(features);} // namespace LightGBMP)#define USE_HARD_CODE 0#ifndef USE_HARD_CODE#else#endifversion=num_class=num_tree_per_iteration=label_index=max_feature_idx=objective=average_outputfeature_names=monotone_constraints=feature_infos=Tree=tree_sizes=end of treesfeature_importances:= parameters:end of parameters parser:end of parserModel file %s is not available for writesfeature_namesmonotone_constraintsWrong line at model file: %sModel file doesn't specify the number of classesnum_tree_per_iterationlabel_indexModel file doesn't specify the label indexmax_feature_idxModel file doesn't specify max_feature_idxWrong size of feature_namesModel file doesn't contain feature_namesWrong size of monotone_constraintsfeature_infosWrong size of feature_infosModel file doesn't contain feature_infostree_sizesModel format error, expect a tree here. met %sparameters:[linear_tree: parser:Unknown importance type: only support split=0 and gain=18)P(P(()`Smu<7~u<7Multiclass early stopping needs predictions to be of length two or largerBinary early stopping needs predictions to be of length oneUnknown early stopping type: %s)??@@Sm) @ @@@@Sm)@@@@@@Sm)M\&\&\&)pMOd`D:\a\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 . Cannot use bagging in GOSSUsing GOSS)0MN`GBDT::BaggingRe-bagging, using %d data to traincudaUse subset for baggingP)PfPfffpSm)0f0fpff@Sm?8 )00\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&)`\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&\&D:\a\1\s\src\io\bin.cppCheck failed: (max_bin) > (0) at %s, line %d . Check failed: (bin_upper_bound.size()) <= (static_cast(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 zero)00 MеpXP+@p P `  @ CAЍ)@0`0NpXP+   @  0P@ 0E`D0P0P)0pN`pXP+PЮ `  @@p*@%@HF0p)00OЩ pXP+@p@``Pp4/JI00Т)`\@ pXoPй`')p&0( 0;`9LLPP)@_PpXoPмол*,*+`0p0=0<LpL``) PbppXoP.00-P/` p0@?LLpЪХp)pX`XXXO kKe1 6 1 p:0)pX`XXX Pk0Keб 1P0610;0 )`pX`XXXPPlPK@e01` @61@=0) pX`XXXQplpKe@10P6`20@>@` )`pX`XXXPRlK0 fpP1`6p@2 `?p`Ф)pX`XXXSmK@`f``1p6P 2@`)pX`XXXT`mLpfpp1p6 02`AБ`0) pX`XXX0@Vm0Lf106@2B`)`pX`XXXWn`L g 1@6PP2  C0`)pX`XXXXPnL `g0`16``2!@"E``@)pX`XXXP0ZnL gp17P3P##F`) pX`XXX[nLg109@4$`%G`)``)`)p``MultiValSparseBin::MergeData)00)П`0)p0)00D:\a\1\s\src\io\multi_val_sparse_bin.hppCheck failed: (num_data_) == (num_used_indices) at %s, line %d . D:\a\1\s\src\io\multi_val_dense_bin.hppp}??ffffff??@ Parameter %s should be of type int, got "%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=%sUnknown parameter: %s%s is set=%s, %s=%s will be ignored. Current value: %s=%srmsebinary_loglossndcglambdarankmapmean_average_precisionmulti_loglosskldivkullback_leiblerUnknown parameter %sverboseverbositygbdt dartrandom_forestdata_sample_strategyUnknown sample strategy %strainpredictpredictionconvert_modelrefitrefit_treesave_binaryUnknown task type %sdevice_typegpuUnknown device type %stree_learnerfeature_paralleldatadata_parallelvotingvoting_parallelUnknown tree learner type %sauc_mu_weights must have %d elements, but found %zuAUC-mu matrix must have zeros on diagonal. Overwriting value in position %zu of auc_mu_weights with 0.AUC-mu matrix must have non-zero values for non-diagonal entries. Found zero value in position %zu of auc_mu_weights.save_binary parameter set to true because task is save_binaryNumber of classes should be specified and greater than 1 for multiclass trainingNumber of classes must be 1 for non-multiclass trainingmulti_errorauc_muMulticlass objective and metrics don't matchHistogram LRU queue was enabled (histogram_pool_size=%f). Will disable this to reduce communication costsDon't support forcedsplits in %s tree learnerAccuracy may be bad since you didn't explicitly set num_leaves OR 2^max_depth > num_leaves. (num_leaves=%d).Although "deterministic" is set, the results ran by GPU may be non-deterministic.Quantized training is not supported by GPU tree learner. Switch to full precision training.Quantized training is not supported by CUDA tree learner. Switch to full precision training.Linear tree learner only works with CPU.Linear tree learner must be serial.zero_as_missing must be false when fitting linear trees.regresson_l1Cannot use regression_l1 objective when fitting linear trees.min_data_in_leaf has been increased to 2 because this is required when path smoothing is active.intermediateadvancedCannot use "intermediate" or "advanced" monotone constraints in distributed learning, auto set to "basic" method.Cannot use "intermediate" or "advanced" monotone constraints with feature fraction different from 1, auto set monotone constraints to "basic" method.Monotone penalty greater than tree depth. Monotone features won't be used.Cannot set both min_data_in_leaf and min_sum_hessian_in_leaf to 0. Will set min_data_in_leaf to 1.Found boosting=goss. For backwards compatibility reasons, LightGBM interprets this as boosting=gbdt, data_sample_strategy=goss.To suppress this warning, set data_sample_strategy=goss instead.] [boosting: [objective: [metric: [tree_learner: [device_type: { " , "": [", "} invalid stod argumentstod argument out of rangeParameter %s should be of type double, got "%s"Parameter %s should be "true"/"+" or "false"/"-", got "%s"configconfig_filetask_typeobjective_typeappapplicationlossboostingboosting_typeboosttrain_datatrain_data_filedata_filenamevalidtestvalid_datavalid_data_filetest_datatest_data_filevalid_filenamesnum_iterationsnum_iterationn_iternum_treenum_treesnum_roundnum_roundsnroundsnum_boost_roundn_estimatorsmax_iterlearning_rateshrinkage_rateetanum_leavesnum_leafmax_leavesmax_leafmax_leaf_nodestree_typetree_learner_typenum_threadsnum_threadnthreadnthreadsn_jobsdeviceseedrandom_seedrandom_statehistogram_pool_sizehist_pool_sizemin_data_per_leafmin_datamin_child_samplesmin_samples_leafmin_sum_hessian_in_leafmin_sum_hessian_per_leafmin_sum_hessianmin_hessianmin_child_weightbagging_fractionsub_rowsubsamplepos_bagging_fractionpos_sub_rowpos_subsamplepos_baggingneg_bagging_fractionneg_sub_rowneg_subsampleneg_baggingbagging_freqsubsample_freqbagging_seedbagging_fraction_seedfeature_fractionsub_featurecolsample_bytreefeature_fraction_bynodesub_feature_bynodecolsample_bynodeextra_treesextra_treeearly_stopping_roundearly_stopping_roundsearly_stoppingn_iter_no_changemax_delta_stepmax_tree_outputmax_leaf_outputlambda_l1reg_alphal1_regularizationlambda_l2reg_lambdalambdal2_regularizationmin_gain_to_splitmin_split_gaindrop_raterate_droptop_ktopkmcmonotone_constraintmonotonic_cstmonotone_constraints_methodmonotone_constraining_methodmc_methodmonotone_penaltymonotone_splits_penaltyms_penaltymc_penaltyfeature_contrifeature_contribfcfpfeature_penaltyforcedsplits_filenamefsforced_splits_filenameforced_splits_fileforced_splitsinput_modelmodel_inputmodel_inoutput_modelmodel_outputmodel_outsnapshot_freqsave_periodlinear_treesmax_binssubsample_for_bindata_seedis_sparseenable_sparsesparseis_enable_bundlebundleis_pre_partitiontwo_round_loadinguse_two_round_loadinghas_headerlabelweightgroupgroup_idquery_columnqueryquery_idignore_featureblacklistcat_featurecategorical_columncat_columncategorical_featuresis_save_binaryis_save_binary_filepredict_raw_scoreis_predict_raw_scorepredict_rawscoreraw_scorepredict_leaf_indexis_predict_leaf_indexleaf_indexpredict_contribis_predict_contribcontriboutput_resultpredict_resultprediction_resultpredict_nameprediction_namepred_namename_predconvert_model_filenum_classesis_unbalanceunbalanceunbalanced_setsmetricsmetric_typesmetric_freqoutput_freqis_provide_training_metrictraining_metricis_training_metrictrain_metriceval_atndcg_eval_atndcg_atmap_eval_atmap_atnum_machinesnum_machinelocal_listen_portlocal_portportmachine_list_filenamemachine_list_filemachine_listmlistmachinesworkersnodesdeterministicforce_col_wiseforce_row_wisemax_depthfeature_fraction_seedextra_seedfirst_metric_onlylinear_lambdamax_dropskip_dropxgboost_dart_modeuniform_dropdrop_seedtop_rateother_ratemin_data_per_groupmax_cat_thresholdcat_l2cat_smoothmax_cat_to_onehotrefit_decay_ratecegb_tradeoffcegb_penalty_splitcegb_penalty_feature_lazycegb_penalty_feature_coupledpath_smoothinteraction_constraintssaved_feature_importance_typeuse_quantized_gradnum_grad_quant_binsquant_train_renew_leafstochastic_roundingparser_config_filestart_iteration_predictnum_iteration_predictpredict_disable_shape_checkpred_early_stoppred_early_stop_freqpred_early_stop_marginconvert_model_languageobjective_seedscale_pos_weightsigmoidboost_from_averagereg_sqrtalphafair_cpoisson_max_delta_steptweedie_variance_powerlambdarank_truncation_levellambdarank_normlabel_gainlambdarank_position_bias_regularizationmulti_error_top_kauc_mu_weightstime_outgpu_platform_idgpu_device_idgpu_use_dpnum_gpuD:\a\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: (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: (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: (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: (linear_lambda) >= (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 . Check failed: (skip_drop) <= (1.0) at %s, line %d . Check failed: (top_rate) >= (0.0) at %s, line %d . Check failed: (top_rate) <= (1.0) at %s, line %d . Check failed: (other_rate) >= (0.0) at %s, line %d . Check failed: (other_rate) <= (1.0) at %s, line %d . Check failed: (min_data_per_group) > (0) at %s, line %d . Check failed: (max_cat_threshold) > (0) at %s, line %d . Check failed: (cat_l2) >= (0.0) at %s, line %d . 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: (monotone_penalty) >= (0.0) 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: (cegb_tradeoff) >= (0.0) at %s, line %d . Check failed: (cegb_penalty_split) >= (0.0) at %s, line %d . Check failed: (path_smooth) >= (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: (num_class) > (0) at %s, line %d . Check failed: (scale_pos_weight) > (0.0) at %s, line %d . Check failed: (sigmoid) > (0.0) at %s, line %d . Check failed: (alpha) > (0.0) at %s, line %d . Check failed: (fair_c) > (0.0) at %s, line %d . 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: (lambdarank_truncation_level) > (0) at %s, line %d . Check failed: (lambdarank_position_bias_regularization) >= (0.0) at %s, line %d . Check failed: (metric_freq) > (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 . Check failed: (num_gpu) > (0) at %s, line %d . [data: [valid: [num_iterations: [learning_rate: [num_leaves: [num_threads: [deterministic: [force_col_wise: [force_row_wise: [histogram_pool_size: [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: [extra_trees: [extra_seed: [early_stopping_round: [first_metric_only: [max_delta_step: [lambda_l1: [lambda_l2: [linear_lambda: [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: [monotone_constraints_method: [monotone_penalty: [feature_contri: [forcedsplits_filename: [refit_decay_rate: [cegb_tradeoff: [cegb_penalty_split: [cegb_penalty_feature_lazy: [cegb_penalty_feature_coupled: [path_smooth: [interaction_constraints: [verbosity: [saved_feature_importance_type: [max_bin: [max_bin_by_feature: [min_data_in_bin: [bin_construct_sample_cnt: [data_random_seed: [is_enable_sparse: [enable_bundle: [use_missing: [zero_as_missing: [feature_pre_filter: [pre_partition: [two_round: [header: [label_column: [weight_column: [group_column: [ignore_column: [categorical_feature: [forcedbins_filename: [precise_float_parser: [parser_config_file: [objective_seed: [num_class: [is_unbalance: [scale_pos_weight: [sigmoid: [boost_from_average: [reg_sqrt: [alpha: [fair_c: [poisson_max_delta_step: [tweedie_variance_power: [lambdarank_truncation_level: [lambdarank_norm: [label_gain: [lambdarank_position_bias_regularization: [eval_at: [multi_error_top_k: [auc_mu_weights: [num_machines: [local_listen_port: [time_out: [machine_list_filename: [machines: [gpu_platform_id: [gpu_device_id: [gpu_use_dp: [num_gpu: vectorvectorvectorvector> v1______LightGBM_Binary_File_Token______ ______LightGBM_Binary_Serialized_Token______ D:\a\1\s\include\LightGBM/feature_group.hCheck failed: (static_cast(bin_mappers->size())) == (num_feature) at %s, line %d . Check failed: (static_cast(bin_mappers->size())) == (1) at %s, line %d . Check failed: is_multi_val_ at %s, line %d . Check failed: other->is_multi_val_ at %s, line %d . nonameD:\a\1\s\src\io\dataset.cppCheck failed: (num_data) > (0) at %s, line %d . Dataset::FastFeatureBundlingCheck failed: (num_total_features_) == (static_cast(bin_mappers->size())) at %s, line %d . There are no meaningful features which satisfy the provided configuration. Decreasing Dataset parameters min_data_in_bin or min_data_in_leaf and re-constructing Dataset might resolve this warning.Using sparse features with CUDA is currently not supported.Check failed: (static_cast(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 . Dataset::PushDataToMultiValBinDataset::GetMultiBinFromSparseFeaturesBug. There should be only one multi-val group.Dataset::GetMultiBinFromSparseFeatures: sparse rate %fDataset::GetMultiBinFromAllFeaturesCheck failed: static_cast(most_freq_bins.size()) == ncol at %s, line %d . Dataset::GetMultiBinFromAllFeatures: sparse rate %fCheck failed: (num_used_indices) == (num_data_) at %s, line %d . targetweightsinit_scoreBinary file %s already exists.binFile %s exists, cannot save binary to itCannot write binary data to %s Saving data to binary file %sSaving data reference to binary bufferwtnum_features: %d num_total_features: %d num_groups: %d num_data: %d feature_names: %s, max_bin_by_feature: %d, forced_bins: feature %d: %lf, NA, Dataset::InitTrainCannot add features from other Dataset with a different number of rowsCan only add features from other Dataset if both or neither have raw data.Check failed: num_groups_ == static_cast(features_in_group.size()) at %s, line %d . _DFind the same feature name (%s) in Dataset::AddFeaturesFrom, change its name to (%s)Dataset::TestMultiThreadingMethodCannot set both of `force_col_wise` and `force_row_wise` to `true` at the same timeinit for col-wise cost %f seconds, init for row-wise cost %f secondsAuto-choosing col-wise multi-threading, the overhead of testing was %f seconds. You can set `force_col_wise=true` to remove the overhead.Auto-choosing row-wise multi-threading, the overhead of testing was %f seconds. You can set `force_row_wise=true` to remove the overhead. And if memory is not enough, you can set `force_col_wise=true`.Using Sparse Multi-Val BinUsing Dense Multi-Val BinDataset::dense_bin_histogram)  ` 0 PSm`)@ @  @ pSmDataset::ConstructHistogramsMultiValDataset::sparse_bin_histogramDataset::sparse_bin_histogram_mergeDataset::sparse_bin_histogram_move?Invalid parser config: %s. Please check if follow json format.name:Get raw column names from parser config.Using column %s as labelCould not find label column %s in data file or data file doesn't contain headerlabel_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 labelCould not find ignore column %s in data fileignore_column is not a number, if you want to use a column name, please add the prefix "name:" to the column nameUsing column %s as weightCould not find weight column %s in data fileweight_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 weightUsing column %s as group/query idCould not find group/query column %s in data filegroup_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 idCould not find categorical_feature %s in data filecategorical_feature is not a number, if you want to use a column name, please add the prefix "name:" to the column nameUsing too small ``bin_construct_sample_cnt`` may encounter unexpected errors and poor accuracy.Using a query id without pre-partitioning the data file is not supported for distributed training. Please use an additional query file or pre-partition the dataCould not recognize data format of %sMaking second pass...Load from binary file %sBinary definition file error: token has the wrong sizeInput file is not LightGBM binary reference fileUnexpected version of serialized binary data: %sLoaded reference dataset: %d features, %d num_dataCould not read binary data from %sBinary file error: token has the wrong sizeInput file is not LightGBM binary fileBinary file error: header has the wrong sizeBinary file error: header is incorrectBinary file error: meta data has the wrong sizeBinary file error: meta data is incorrectCurrent query exceeds the range of the query file, please ensure the query file is correctBinary file error: feature %d has the wrong sizeBinary file error: feature %d is incorrect, read count: %zuBinary file error: row %d of raw data is incorrect, read count: %zuColumn_D:\a\1\s\src\io\dataset_loader.cppCheck failed: (static_cast(num_col)) == (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 . The output cannot be monotone with respect to categorical featuresCheck failed: (static_cast(dataset->num_total_features_)) == (config_.max_bin_by_feature.size()) at %s, line %d . Data file %s is emptySize of feature name error, should be %d, got %dFeatures in dataset should be ordered by groupDataset was constructed with parameter max_bin=%d. It cannot be changed to %d when loading from binary file.Dataset was constructed with parameter min_data_in_bin=%d. It cannot be changed to %d when loading from binary file.Dataset was constructed with parameter use_missing=%d. It cannot be changed to %d when loading from binary file.Dataset was constructed with parameter zero_as_missing=%d. It cannot be changed to %d when loading from binary file.Dataset was constructed with parameter bin_construct_sample_cnt=%d. It cannot be changed to %d when loading from binary file.Parameter max_bin_by_feature cannot be changed when loading from binary file.Parameter label_column works only in case of loading data directly from text file. It will be ignored when loading from binary file.Parameter weight_column works only in case of loading data directly from text file. It will be ignored when loading from binary file.Parameter group_column works only in case of loading data directly from text file. It will be ignored when loading from binary file.Parameter ignore_column works only in case of loading data directly from text file. It will be ignored when loading from binary file.Parameter two_round works only in case of loading data directly from text file. It will be ignored when loading from binary file.Parameter header works only in case of loading data directly from text file. It will be ignored when loading from binary file.Query id exceeds the range of the query file, please ensure the query file is correctCheck failed: (dataset->num_total_features_) == (static_cast(feature_names_.size())) at %s, line %d . 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 . Construct bin mappers from text data time %.2f secondsCannot open data file %sCould 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_boundCategorical features with more bins than the configured maximum bin number found.For categorical features, max_bin and max_bin_by_feature may be ignored with a large number of categories.)~ ~  p `Sm)} }   Sm)~ ~  ` `Sm)p} p}  Ѕ Sm)~ ~   PSm)} }   PSm)~ ~  P @Sm)} } 0 @Sm)`~ `~ ` @ Sm)@~ @~  0 pSm)~ ~   PSm)P} P}   @Sm) ~  ~   PSm?hdfs://)\&0 \&) \&\&) @  )   P)\&\&\&\&p o      : %.17g%d\\\"\b\f\n\r\t\u%04x\u2028\u2029)   p P       ` )    ` pX     ` ) p   p o      ` H)    p o      h)    p om     P) ж @  p o     P p) ж @  p o m `  P X)   p p o      x)   p p o    m )o` p o     ` '%c' (%d)(%d)Unexpected end of input after start of commentUnexpected end of input inside multi-line commentMalformed commentUnexpected end of inputUnexpected end of input in string in stringUnescaped Bad \u escape: Invalid escape character Leading 0s not permitted in numbers in numberInvalid At least one digit required in fractional partAt least one digit required in exponentD:\a\1\s\src\io\json11.cppCheck failed: (i) != (0) at %s, line %d . , got Parse error: expected Exceeded maximum nesting depthExpected '"' in object, got Expected ':' in object, got Expected ',' in object, got Expected ',' in list, got Expected value, got Unexpected trailing `)`  Т o)`  @ o`)`  p o)`   o`)  0 o)0   o`)p   oUsing weights in data file, ignoring the additional weights fileUsing query id in data file, ignoring the additional query fileCalling Init() on Metadata weights that have already been initializedCalling Init() on Metadata initial scores that have already been initializedCalling Init() on Metadata queries that have already been initializedData partition error, data didn't match queriesWeights size doesn't match data sizePositions size (%i) doesn't match data size (%i)Query size doesn't match data sizeInitial score size doesn't match data sizeCannot used query_id for distributed trainingNumber of queries in %s: %i. Average number of rows per query: %f.Inserting initial score data into dataset with no initial scoresInserted initial score data is too large for datasetlabel cannot be nullptrLength of label is not same with #dataLength of weights is not same with #dataInserting weight data into dataset with no weightsInserted weight data is too large for datasetSum of query counts is not same with #dataOverwritting positions in dataset.number of unique positions found = %ldInserting query data into dataset with no queriesInserted query data is too large for dataset.weightLoading weights....positionLoading positions from %s ....initLoading initial scores...Invalid initial score file. Redundant or insufficient columns.queryCalculating query boundaries...Calculating query weights...Length of metadata is too long to append #dataPlease note that `init_score` is not saved in binary file. 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D:\a\1\s\src\io\parser.cppCheck failed: (max_col_idx) > (0) at %s, line %d . Cannot find parser class '%s', please register first or check config format.Unknown format of training data. 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bڸCb;uj= RzRC 7}q5 =-1eQJsHAkIo#.-x=`X1uV.nM&gxZ*% "42PATUETDUUUTP@T@DUUUUUTAQTEUDUUQEAAEEQUUP@TPU@APTEA@PTUUQe@UUUEQi UUnum_leaves=num_cat=split_feature=split_gain=threshold=decision_type=left_child=right_child=leaf_value=leaf_weight=leaf_count=internal_value=internal_weight=internal_count=cat_boundaries=cat_threshold=is_linear=leaf_const=num_features=leaf_features=leaf_coeff=shrinkage="num_leaves":"num_cat":"shrinkage":"leaf_value":"tree_structure":{"tree_structure":"leaf_const":"leaf_features":["leaf_coeff":["leaf_features":[], "leaf_coeff":[] "split_index":"split_feature":"split_gain":||"threshold":""decision_type":"==","threshold":"decision_type":"<=","default_left":true,"default_left":false,"missing_type":"None","missing_type":"Zero","missing_type":"NaN","internal_value":"internal_weight":"internal_count":"left_child":"right_child":"leaf_index":"leaf_weight":"leaf_count":if (std::isnan(fval)) fval = 0.0;if (Tree::IsZero(fval)) {if (!Tree::IsZero(fval)) {if (std::isnan(fval)) {if (!std::isnan(fval)) {) {if (fval <= if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast(fval); }if (int_fval >= 0 && int_fval < 32 * () && (((cat_threshold[ + int_fval / 32] >> (int_fval & 31)) & 1))) {double PredictTree(const double* arr) { ;return const std::vector cat_threshold = {};double fval = 0.0f; int int_fval = 0; }(const std::unordered_map& arr) { ];fval = arr[ } else { ) : 0.0f;) > 0 ? arr.at(fval = arr.count(Tree model should contain num_leaves fieldnum_catTree model should contain num_cat fieldleaf_valueTree model string format error, should contain leaf_value fieldshrinkageis_linearleft_childTree model string format error, should contain left_child fieldright_childTree model string format error, should contain right_child fieldsplit_featureTree model string format error, should contain split_feature fieldthresholdTree model string format error, should contain threshold fieldsplit_gaininternal_countinternal_valueinternal_weightleaf_weightleaf_countdecision_typeleaf_constnum_featuresleaf_featuresleaf_coeffcat_boundariesTree model should contain cat_boundaries field.cat_thresholdTree model should contain cat_threshold fieldstring pointer is nullargument not foundmissing '}' in format stringCheck failed: (strs.size()) == (static_cast(n)) at %s, line %d . Failed to parse double: %s{:g}{:.17g}cannot switch from automatic to manual argument indexingcannot switch from manual to automatic argument indexingunmatched '}' in format stringinvalid format stringunknown format specifierinvalid type specifierinvalid fill character '{'format specifier requires numeric argument*||~Sm*||p~Sm*yy0}Sm*p|p|~Sm*@|@|~|m*zz}P|m*0z0zp}0|m*{{P~|m *{o0~|m *yoP} |m *`zo}@|m *@{o~|m *yy}Sm *PyPy|~Sm *zz}`Sm *{{}pSmNumerical conversion failed. Buffer is too small.format specifier requires signed argumentinvalid fillinvalid format specifier for charmissing precision specifierprecision not allowed for this argument type *INFNAN-+ 0123456789ABCDEF0123456789abcdefnegative widthnegative precisionwidth is not integerprecision is not integer*P  'D:\a\1\s\src\metric\dcg_calculator.cppCheck failed: (ref_eval_at[i]) > (0) at %s, line %d . Number of rows %i exceeds upper limit of %i for a querylabel should be int type (met %f) for ranking task, for the gain of label, please set the label_gain parameterLabel should be non-negative (met %f) for ranking taskLabel %zu is not less than the number of label mappings (%zu)}& l2*\&\&\&\&0*0P*08*p0`X*p0`binary_error`*0 @ auc*p@average_precision`*P@For MAP metric, there should be query informationTotal groups: %d, total data: %d*PP0*PP0multi_error@*00*00*X@@p* X@ndcg@The NDCG metric requires query information*p0 0ж*p0 0ж*` 0P*` 0P*@ 0*@ 0quantile*p 00*p 00*0p 0*0p 0huber* 0* 0fair*@ 0 *@ 0poisson*PP 0p(*PP 0p*0 00*0 0gammaD:\a\1\s\src\metric\regression_metric.hppCheck failed: (label) > (0) at %s, line %d .  *p 08*p 0gamma_deviance !*  0@ *  0tweedieH!*`0pD:\a\1\s\src\metric\xentropy_metric.hpplabel_ Can't be NULL at %s, line %d . Init[%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]: sum-of-weights = %f!*00P[%s:%s]: (metric) all weights must be positiveH"*@@0[%s:%s]: (metric) at least one weight is negative%s offset term = %f-q=|=& .>?Socket construction errorSet 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 leastSet TCP_NODELAY failedSocket error: WSAStartup errorSocket error: Winsock.dll version errorError code %d, when getting local host nameGetAdaptersinfo error: allocating memoryGetAdaptersinfo error: code %d0.0.0.0Socket accept error (code: %d)Socket send error (code: %d)Socket recv error (code: %d)Machine list file doesn't contain the local machineFinished linking network in %f secondsMachine list file %s doesn't existrank=machine_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 %zuTrying to bind port %d...Binding port %d succeededBinding port %d failedListening...Connecting to rank %d failed, waiting for %d millisecondsConnected to rank %dff?hmCLocal rank: %d, total number of machines: %dPlease initialize the network interface first "*\&\&\&0Y0p `  `o\&@#*D(?0Y0@`  `X  Sigmoid parameter %f should be greater than zeroCannot set is_unbalance and scale_pos_weight at the same timeContains only one classNumber of positive: %d, number of negative: %dBoostFromScore[%s:%s]: pavg=%f -> initscore=%fsigmoid:$*K`)`?0Y0` V Vo`Objective should contain num_class fieldLabel must be in [0, %d), but found %d in labelnum_class:$*@0K(P?0Y0``X`Xo%*P O)\&0Y0p `  o\&0Ranking tasks require query information%*I)@?0Y0p `  o,Sigmoid param %f should be greater than zerobias_factorposition&*N)p?0Y0p `  o50&*PP+?R0Y0@`  `o sqrt '*PPP*?R`pY0@`  `oD:\a\1\s\src\objective\regression_objective.hppCheck failed: (threshold) >= (weighted_cdf[pos - 1]) at %s, line %d . Check failed: (threshold) < (weighted_cdf[pos]) at %s, line %d . '*PP*?R0Y0@`  `oCannot use sqrt transform in %s Regression, will auto disable it0(*PP*?0Y0@`  `o(*ЬQ+?0Y0p`  `o[%s]: at least one target label is negative[%s]: sum of labels is zero@)*pPP ,?R`00`  `oCheck failed: alpha_ > 0 && alpha_ < 1 at %s, line %d . )*ЭPP+?``p0`  `oSome label values are < 1 in absolute value. MAPE is unstable with such values, so LightGBM rounds them to 1.0 when calculating MAPE.X**ЬQP*?0Y0p`  `o**Q`,@0Y0p`  `ox+*pF`( ?0Y0`  `o`D:\a\1\s\src\objective\xentropy_objective.hpp[%s:%s]: (objective) labels passed interval [0, 1] check[%s]: at least one weight is negative[%s]: sum of weights is zero[%s:%s]: pavg = %f -> initscore = %f+*G(0?0Y0`  `o[%s]: at least one weight is non-positive[%s:%s]: min, max weights = %f, %f; ratio = %f[%s:%s]: havg = %f -> initscore = %fUnknown objective type name: %sx,*0`@Sm,*@p`Smx-*0P`Sm-*  @@Smư>@z?? D:\a\1\s\src\treelearner\serial_tree_learner.hCheck failed: (tree->num_leaves()) <= (data_partition_->num_leaves()) at %s, line %d . .*$0 0$0`$PJ$J$@p$$$ $4$p4$$<$GPU Tree Learner was not enabled in this build. Please recompile with CMake option -DUSE_GPU=1/* 0 00`$PJ$J$@p$$@ $4$0$P@DataParallelTreeLearner::ReduceHistogramDataParallelTreeLearner::ReduceHistogram::CopyDataParallelTreeLearner::ReduceHistogram::ReduceScatterD:\a\1\s\src\treelearner\data_parallel_tree_learner.cppCheck failed: (smaller_leaf_num_bits) <= (16) at %s, line %d . Check failed: (larger_leaf_num_bits) <= (16) at %s, line %d . 00*`Sm 0* 0 0$0`$PJ$J$@p$$  $4$p4$$P GradientDiscretizer::RenewIntGradTreeOutput81*@7@7`77PSmJ@A bad allocationSerialTreeLearner::TrainDetected that num_threads changed during training (from %d to %d), it may cause unexpected errors.No further splits with positive gain, best gain: %fTrained a tree with leaves = %d and depth = %d< 1* $\&0\&\&\&0\&\&\&\&\&\&\&DataPartition::SplitX2*00\&\&\& $2* $\&\&\&\&\&\&0\&H3*0 $0$$ $$$%&0 o$x4*00$$( $4*@$p$$$$ $1*` $\&\&\&\&\&0\& 5*@ $@$ $`$$@$p%& $o$5*p $m$0o$P$0 $0p$ 6* $m$0o$$$$0p$6* $m$0o$$$$ v$p$D:\a\1\s\src\treelearner\feature_histogram.hppCheck failed: (cache_size_) >= (2) at %s, line %d . Total Bins %dCheck failed: (train_data->num_features()) > (0) at %s, line %d . 7* $  '&0'&@'&*P8* $$0 0$0`$PJ$J$@p$$$ $4$p4$$<$cegb_penalty_feature_coupled should be the same size as feature number.cegb_penalty_feature_lazy should be the same size as feature number.Number of data points in the train set: %d, number of used features: %dD:\a\1\s\src\treelearner\serial_tree_learner.cppshare_state_ Can't be NULL at %s, line %d . 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 . SerialTreeLearner::BeforeTrainSerialTreeLearner::BeforeFindBestSplitSerialTreeLearner::ConstructHistogramsSerialTreeLearner::FindBestSplitsFromHistogramsCheck failed: (smaller_hist_bits) <= (16) at %s, line %d . Check failed: (larger_hist_bits) <= (16) at %s, line %d . leftSerialTreeLearner::SplitInnerCheck failed: (best_split_info.left_count) > (0) at %s, line %d . Check failed: (best_split_info.right_count) > (0) at %s, line %d . Check failed: (bag_cnt) == (num_data_) at %s, line %d . Check failed: (num_machines) > (1) at %s, line %d . Get historical Histogram for leaf %d failed, will skip the ``RecomputeBestSplitForLeaf``'Forced Split' will be ignored since the gain getting worse.Invalid categorical threshold split8*$$%@&|mH9*$$p%`&@Sm9*p$p$@% &@SmCheck failed: (hist_bits_bin) <= (16) at %s, line %d . 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