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"! "", ""(""#(", ,#X#8"## ", #$0", P$x$0", $$0", %H% "x% " % ", &'0"|''' ", P(x( ", (( "()@)h) " ) " ) "(*0* "(*`* "(** "(** "|'8++ "|'+8,(", ,, ", ,- ", L-x- ", -- " .d..0EUnknown exceptionpJDebugInfoWarning[LightGBM] [Fatal] %s [LightGBM] [%s] E$]*]<]`H]N]T]06]B]0]xF`%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=%sregressionmulticlassnonebinary@KpvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwFeature (%s) appears more than one time.d:\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 . Prediction results file %s cannot be foundCould 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.cudagbdtserialcpubasicLightGBM_model.txtLightGBM_predict_result.txtgbdt_prediction.cppconfigCould not open %sSkipped header "%s" in file %sinvalid unordered_map keyRead %.1f GBs from %s.Warning: last line of %s has no end of line, still using this linevector too longinvalid string positionstring too long8NN@P 8OЭЭO0@8PppPн08Q @Q0list too long8R00 RPP8S`S  8T0 Tpp0>MbP??{Gz??.ACC_", P/x/ ", // "0(0@" p000"1P2 " 3H3 "3`4 "558",787 "x77"770", 78 "8 9x"990"8:H:H"P;x;X", ;; ", $<P< ", <<8", =0= ", h== ", == ", 4>`> " >>?(", d@@ScoreUpdater::AddScored:\a\1\s\src\boosting\gbdt.hCheck failed: data_idx >= 0 && data_idx <= static_cast(valid_score_updater_.size()) at %s, line %d . Check failed: tree_idx >= 0 && static_cast(tree_idx) < models_.size() at %s, line %d . Check failed: leaf_idx >= 0 && leaf_idx < models_[tree_idx]->num_leaves() at %s, line %d . treeU5+z;0 Д$@p`4h@PJЕ%$%p;@3Pp~00pV 5`.@+zP<0 Д$@p`4h@PJЕ%$%p;@3p@0pd:\a\1\s\src\boosting\goss.hppCheck failed: hessians != nullptr && objective_function_ == nullptr at %s, line %d . Check failed: hessians == nullptr at %s, line %d . Check failed: (config_->top_rate + config_->other_rate) <= (1.0f) at %s, line %d . Check failed: config_->top_rate > 0.0f && config_->other_rate > 0.0f at %s, line %d . Cannot use bagging in GOSSUsing GOSSW@5.`+=/0 Д$@p`4h@PJЕ%$%0p;@3P@p~0pd:\a\1\s\src\boosting\rf.hppCheck failed: config->bagging_freq > 0 && config->bagging_fraction < 1.0f && config->bagging_fraction > 0.0f at %s, line %d . Check failed: config->feature_fraction <= 1.0f && config->feature_fraction > 0.0f at %s, line %d . Check failed: (train_data->metadata().init_score()) == (nullptr) at %s, line %d . Check failed: (num_tree_per_iteration_) == (num_class_) at %s, line %d . 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 secondsdartgossrfUnknown boosting type %sUnknown model format or submodel type in model file %s@XAA`BDXAA@BD88<?"B "BB0"@C C0", $DPD "DD0"EE " 0FF"HGPG " GGH"tHH@"HIH"TI`Ih"IIp"JJ(" KKX"TK`K"KK "KK "70L0"LM N"@OpOH", OO "TP P("P "pQxQX", R(R(", xRRH", RSP", hSSH", ST0", XTT ", TT8", = (0) at %s, line %d . Number of class for initial score errorZvP5Pzp0 Д$@p`4h@PJЕ%$%p;@3P@p~00p@Y`vp <]0PYHvD:\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.Cannot add validation data, since it has different bin mappers with training dataGBDT::BoostingNo object function providedGBDT::BaggingRe-bagging, using %d data to trainGBDT::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 %lfquantileDisabling boost_from_average in %s may cause the slow convergenceGBDT::TrainOneIterStopped 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 . Use subset for baggingvector too long[@[0??v3"XY " @Y "lYxY "YY("4Z`Z0"ZZ "Z[0"B([0", p[[ "[&\0", ^0^ "^*P_"`Pa@" 0bbP"DcpcP"c`d" `e7`f"0h8h("Bh0", 0iXiH"ii "Bi0"8jHj(", jj0"jk(", 8k`k0"k k", #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 LightGBM\x,#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 parametersfeature_namesmonotone_constraintsWrong line at model file: %snum_classModel 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_infosobjectivetree_sizesModel format error, expect a tree here. met %sparameters:Unknown importance type: only support split=0 and gain=1\0$@חAd~QJu<7~u<7"rr(" s0s(Multiclass early stopping needs predictions to be of length two or largerBinary early stopping needs predictions to be of length oneUnknown early stopping type: %s]``p8^ ^pp8", t@t "xtt "tt "t u "t`u "u v(", vw "w ", ww "txx "x 0y "y z "lzz0" z { ", {{ ", |(| ", \|| ", || "4}`}"}}"8~@~8"|~~P"~~X"0@P",@ ", ", ", ԁ ", ",  " "X "ą "P "X " "X@ "x "0" 0"<X "x "؊0"0"< "x@ "0"0"<؋ "@ "8" "x@"ȍ ",   ",  ",  H " "8" "x@" " " 8"x "x@" "P "8" "x`@" "P "8" "x@" "P " 8"P "xЕ@" "(X "8" "xh@" ",  "(( "X8" "x@"( "(` "8" "x@@"` "h"ؚ̚p"h"h"̚0p"Xh"Ph"̚p"h"X`h"Xh"Xh"Xh"Xh"Xh"Xh"X(h"XPh"(h"`h"h"h"Ph"xh"h"0h"Xh", (", h(", (", Ȯ ", 0 ", l ", Я ", 0X0",  ", (0", h ", ̱ ", 4` ",  ", ( ", d ", ȳ ", ,X ",  ",  8 ", x " >0" >@8" >p8" >8", t ", \ "|'Ľ(",  _vwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvw` vwvwvwvwvwvwvwvwvwvwvwvwvwvwvwvwD:\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 zerox`@Ѓ0G R00 `@2xa@PH T0P 2pxbH@T00 p``2xc @0Ip0U`0@002pxd 0IU0p=xePJX0P?pxfKpp[0 p`PAxg0 @`P  pP2pg`0 @`@P@P `@2pxh 0 @``З P@2ph0 Pp@@PP P 20xi 0 Pp 0 40Pi`0 Pp0  P50xj0 Pp `pPp @60j0 Pp@ P70`xk 0 Pp@ 0p  80k`0 PpЏ@0 p0:0xl0 Pp`p @P;0pl0 Pp@P P<0 f FЕЧeEpЧpdEЧpMultiValSparseBin::MergeData`D2@aPDД2@bD2@cD2pd:\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??@"lYx "lY "("< p0"X"px"H"d "@@" "P` ",  " 00" 0"T"0"0H0" 8"h0" 0"("("|'P ", 08"|' ", Dp '"Parameter %s should be of type int, got "%s"binary_loglossndcglambdarankmapmean_average_precisionmulti_loglosskldivkullback_leiblerauc_muUnknown parameter %s boostinggbrtrandom_forestmetrictasktraintrainingpredictpredictiontestconvert_modelrefitrefit_treeUnknown task type %sdevice_typegpuUnknown device type %stree_learnerfeaturefeature_paralleldatadata_parallelvotingvoting_parallelUnknown tree learner type %sauc_mu_weights must have %d elements, but found %dAUC-mu matrix must have zeros on diagonal. Overwriting value in position %d of auc_mu_weights with 0.AUC-mu matrix must have non-zero values for non-diagonal entries. Found zero value in position %d of auc_mu_weights.seedNumber of classes should be specified and greater than 1 for multiclass trainingNumber of classes must be 1 for non-multiclass trainingmulti_errorMulticlass 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.CUDA currently requires double precision calculations.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 parallel 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.] [boosting: [objective: [metric: [tree_learner: [device_type: "@"L0"$00"y|P "$P" " "HP "|("("B0"|'d "() 8 invalid stod argumentstod argument out of rangeParameter %s should be of type double, got "%s"-+Parameter %s should be "true"/"+" or "false"/"-", got "%s"config_filetask_typeobjective_typeappapplicationboosting_typeboosttrain_datatrain_data_filedata_filenamevalidvalid_datavalid_data_filetest_datatest_data_filevalid_filenamesnum_iterationsnum_iterationn_iternum_treenum_treesnum_roundnum_roundsnum_boost_roundn_estimatorslearning_rateshrinkage_rateetanum_leavesnum_leafmax_leavesmax_leaftree_typetree_learner_typenum_threadsnum_threadnthreadnthreadsn_jobsdevicerandom_seedrandom_statehistogram_pool_sizehist_pool_sizemin_data_in_leafmin_data_per_leafmin_datamin_child_samplesmin_sum_hessian_in_leafmin_sum_hessian_per_leafmin_sum_hessianmin_hessianmin_child_weightbagging_fractionsub_rowsubsamplebaggingpos_bagging_fractionpos_sub_rowpos_subsamplepos_baggingneg_bagging_fractionneg_sub_rowneg_subsampleneg_baggingbagging_freqsubsample_freqbagging_seedbagging_fraction_seedfeature_fractionsub_featurecolsample_bytreefeature_fraction_bynodesub_feature_bynodecolsample_bynodeearly_stopping_roundearly_stopping_roundsearly_stoppingn_iter_no_changemax_delta_stepmax_tree_outputmax_leaf_outputlambda_l1reg_alphalambda_l2reg_lambdalambdamin_gain_to_splitmin_split_gaindrop_raterate_droptop_ktopkmcmonotone_constraintmonotone_constraints_methodmonotone_constraining_methodmc_methodmonotone_penaltymonotone_splits_penaltyms_penaltymc_penaltyfeature_contrifeature_contribfcfpfeature_penaltyforcedsplits_filenamefsforced_splits_filenameforced_splits_fileforced_splitsverbosityverboseinput_modelmodel_inputmodel_inoutput_modelmodel_outputmodel_outsnapshot_freqsave_periodbin_construct_sample_cntsubsample_for_bindata_random_seeddata_seedis_enable_sparseis_sparseenable_sparsesparseenable_bundleis_enable_bundlebundlepre_partitionis_pre_partitiontwo_roundtwo_round_loadinguse_two_round_loadingheaderhas_headerlabel_columnlabelweight_columnweightgroup_columngroupgroup_idquery_columnqueryquery_idignore_columnignore_featureblacklistcategorical_featurecat_featurecategorical_columncat_columnsave_binaryis_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_treesextra_seedfirst_metric_onlymax_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_typemax_binmax_bin_by_featuremin_data_in_binuse_missingzero_as_missingfeature_pre_filterforcedbins_filenamestart_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_gainmulti_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: (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: (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: [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: [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: [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: ______LightGBM_Binary_File_Token______ "lY ",  "0H8", x ",  " 8 "`h " P",  ", 0", (8", t "H  "t   " 8  0" P P"  h"p  "  "  "@"(("dx@"@"pQ@0"H" `"H"80" X"#p",  "X"8p"@"8"("  X", (" ", H8" ",  " 0", T0"("(0 ", d ", H "8 x"(  ", T  0", $!P!0"! ", ,"X"0", ""0", #(#8", x## ", 4$`$0", \%%8"&& "<'H' "l'x' "''h"'p(h"')h", )) ", *P*H", **H", D++8", p,,H", -H-8", --8", 8.x.8", ./x", l//8", /808", <1x10D:\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, as all feature values are constant.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 %fDataset::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 BinCheck failed: (num_used_indices) == (num_data_) at %s, line %d . targetweightsinit_scoreBianry file %s already exists.binFile %s exists, cannot save binary to itCannot write binary data to %s Saving data to binary file %swtnum_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 rowsCheck 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::dense_bin_histogramDataset::ConstructHistogramsMultiValmP0Hn` map/set too longDataset::sparse_bin_histogramDataset::sparse_bin_histogram_mergeDataset::sparse_bin_histogram_moveD:\a\1\s\include\LightGBM/utils/threading.hCheck failed: max_cnt_per_block >= min_cnt_per_block at %s, line %d . ?"12(", @2h2 "22 "$3@3 "|33"x44"5,6"88"P99":0P;"<(="l==("=="<>.@?" @0A"B0BH"B Bh"txhC ", CC "0D8Dh"0DpD`"DDp"DE8", @EhE "E Eh", pFF "|'GPG ", GH "|HH H"IIIx"PJhJJp"PJ K `Kp"PJK Lp"LL M"MM MSize of feature_names error, should equal with total number of featuresDo not support special JSON characters in feature name.Find whitespaces in feature_names, replace with underlinesname: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 parallel training. Please use an additional query file or pre-partition the dataCould not recognize data format of %sMaking second pass...Could 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 incorrectD:\a\1\s\src\io\dataset_loader.cppCheck failed: (static_cast(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 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: %dColumn_Check failed: (static_cast(num_col)) == (config_.max_bin_by_feature.size()) at %s, line %d . The output cannot be monotone with respect to categorical featuresData file %s is emptySize of feature name error, should be %d, got %dFeatures in dataset should be ordered by groupQuery 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 . Cannot 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_boundopp 0o@@@p  0p@q0qr2r0@s`` s0?hdfs://"NN0" NPO "NO0tvwvwtPvwvwupurbwb"P "8PHP "pPP "PPX", `QQ ", QQ " xR " R " PT " T "TT " U " xU " 4VV8"XW W8"X@X8"X1PYx"d[p[(", [[0"[\@\ " \ ", \\ "0]H]p] ", ]]8", d^^0", ^^ : 0vvwvwvwvw p6  %.17g%d\\\"\b\f\n\r\t\u%04x\u2028\u2029[, ]w7  p  p p6  v7 @  P 0p6  hx7   p  6  (z 7    p6  pHy 7    p p0{07    p6  Pz07    p6 0 8|@7  @ p p6  X{@7  @ p p6 P`|0p p6  '%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 @}`p}`p@~`p~`p@0@p"(_ "TIP_H"_0"_ `H"``0"``0"0a@a0"`a0" a@bP" bc8" bXc8"cch", (dPd Using weights in data file, ignoring the additional weights fileUsing query id in data file, ignoring the additional query fileData partition error, data didn't match queriesWeights size doesn't match data sizeQuery size doesn't match data sizeInitial score size doesn't match data sizeCannot used query_id for parallel traininglabel cannot be nullptrLength of label is not same with #dataLength of weights is not same with #dataSum of query counts is not same with #data.weightLoading weights....initLoading initial scores...Invalid initial score file. Redundant or insufficient columns.queryLoading query boundaries...Loading query weights...Please note that `init_score` is not saved in binary file. If you need it, please set it again after loading Dataset.*Gv~*Ǚv"h ip", i(j("jj " (kk`" $llh"\mm m(" n y vwvw8y Њ  Input format error when parsing as CSVy   Input format error when parsing as TSV8y   Label should be the first column in a LibSVM fileInput format error when parsing as LibSVMData file %s doesn't exist.Data file %s couldn't be read.Data file %s should have at least one line.Data file %s only has one line. D:\a\1\s\src\io\parser.cppCheck failed: (max_col_idx) > (0) at %s, line %d . Unknown format of training data.Data file %s doesn't contain a label column."nn"oPo D:\a\1\s\src\io\train_share_states.cppCheck failed: cur_num_bin == feature_group->bin_offsets_.back() at %s, line %d . 333333?"Tp p("pq ",q30s"u@u"uu"$v$vP"x0x0"< x0"B y0"Bxy0"0zpz`"{P{0"{{0",  ~8~ "~ "~ " "P " " " "P "Tp("Tp ("Tp p("Tp("@P("  d'@Bʚ;D:\a\1\s\include\LightGBM/utils/common.hCheck failed: (num_chars) >= (0) at %s, line %d . num_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=shrinkage="num_leaves":"num_cat":"shrinkage":"leaf_value":"tree_structure":{"tree_structure":"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 (fval <= || std::isnan(fval)) { || Tree::IsZero(fval) && !std::isnan(fval)) { && !Tree::IsZero(fval)if (std::isnan(fval)) { int_fval = -1; } else { int_fval = static_cast(fval); }if (std::isnan(fval)) { int_fval = 0; } 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 fieldshrinkageleft_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_typecat_boundariesTree model should contain cat_boundaries field.cat_thresholdTree model should contain cat_threshold fieldCheck failed: (strs.size()) == (static_cast(n)) at %s, line %d . %gF F  H I G 80G 0G H @I G G G H `I G 8`G `G H PI G F F @H  I @8G G `H 0I @pF pF H I @8G G H pI @242526272829303164656667686970711617181920212223565758596061626308091011121314154849505152535455888990919293949500010203040506074041424344454647808182838485868732333435363738397273747576777879'"`D:\a\1\s\src\metric\dcg_calculator.cppCheck failed: (ref_eval_at[i]) > (0) at %s, line %d . label 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)}&_"t(", ȅ "/ 50"(x ", Љ8"(8 "t("H"80", lP" "KX "Č@"l "H", 0", X " >ؑ0" "̒ "DX8"DXP8"Ț"@8"DX8"DXH8"ȚȞ"(8P vwvwvwvw0 i f  7 ȇ0 i f  7  @h f   7 Ј @h f   7 binary_error؉ x f А @D aucX P~ f А 0V average_precision؊  @f А _ map@For MAP metric, there should be query informationTotal groups: %d, total data: %d8 j f  8 X j f  8 multi_error@@ l f  : ` l f  : hP 0z `А K   `А b ndcg@The NDCG metric requires query informationH v f  B h v f  B P 0s f  P? p 0s f  P? X@ v f  A x@ v f  A ` @r f  >  @r f  > h` Pq f  = ` Pq f  = huberp@  n f  @; @  n f  @; fairx u f  @  u f  @ poisson  t f   @   t f   @  0p f  <  0p f  < gammad:\a\1\s\src\metric\regression_metric.hppCheck failed: (label) > (0) at %s, line %d .  o f  <  o f  < gamma_deviance w f  pC  w f  pC tweedie`  f  ] d:\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@   f  ] [%s:%s]: (metric) all weights must be positive @ 0f  ^ [%s:%s]: (metric) at least one weight is negative%s offset term = %fШ ] outside [[%s]: does not tolerate element [#%i = -q=|=& .>?"ا "(P "p", 0 "̩8" @ p" "088" "0x"h ", 8"|'d "  " @ "|'d(",  8 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: %dSocket send error, code: %dSocket recv error, code: %dMachine 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 %dTrying to bind port %d...Binding port %d succeededBinding port %d failedListening...Connecting to rank %d failed, waiting for %d millisecondsConnected to rank %d@ ff?"@"( " "  Local rank: %d, total number of machines: %dPlease initilize the network interface first "<0"(@"p "и8"("88"Ⱥ(",hh"ػ@"ؼ(" ("h"x("ľ("P(" пh" T"0P"0xP" " h" T"h"D"8"8@+ vwvwvwpp0  0p7 7 0Z vwp(   P pp0 @ X 07 7 p  Y ` 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:*    pp0 C X 0@ @ p`Z  Objective should contain num_class fieldLabel must be in [0, %d), but found %d in labelnum_class:*    pp0 C X 0  pY  , P p vwpp0  0p7 7 pZ  vwRanking tasks require query information@)  p  pp0  0p7 7 pZ  p Sigmoid param %f should be greater than zero+  p  pp0  0p7 7 pZ  P -    0 p0 PK 0p7 7 0Z   sqrt sqrt-    0 0p C 0p7 7 0Z   d:\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 . @-  @  0 p0 PK 0p7 7 0Z   Cannot use sqrt transform in %s Regression, will auto disable it,    pp0 PK 0p7 7 0Z   0-    pp0 Q 0p7 7 0Z   [%s]: at least one target label is negative[%s]: sum of labels is zero.  Т 0 0 0 0Q 0p7 7 0Z   Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d . @. @ 0  00 K 0p7 7 0Z   Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metricУ-   д pp0 Q 0p7 7 0Z   `.   @ pp0 Q 0p7 7 0Z   (   ` pp0 A 0p7 7 0`Y  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 = %fp) 0 P p pp0 B 0p7 7 0Y  [%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: %s   @ p   P 0   0 0p   ` ư>@z??"Dp ",  " \@"@ ", ` "lx "l "$H0" "0P", hd:\a\1\s\src\treelearner\serial_tree_learner.hCheck failed: (tree->num_leaves()) <= (data_partition_->num_leaves()) at %s, line %d . @ p0B @B C PB P  gd`yp|C @ CUDA Tree Learner was not enabled in this build. Please recompile with CMake option -DUSE_CUDA=1  p0B @B C PB P  gd`yp|C @ GPU Tree Learner was not enabled in this build. Please recompile with CMake option -DUSE_GPU=1P @ 0B @B B C PB P  0 d' p + PC @ 0E E F H 0" "HXpL `T 0B @B C PB P  pM d`yppP C @ " \ " " " " ` " " "8 0x" " "H` " ", 8`0" "0`" "Pp "P"8 x" "   "LX@"@"L h"$ P"("8 p"@H0" ""0("  ", @ "  "("(", <h0"0" ", 0", @h0"H" h ", 0 " p" p"< `p" `" p"| h" @p" " p" @p" p"| p" @p"< p" p" p" X" X"| p" X"\ p" @X"| p"| "< `X"< X" X"<  ` `"  `"  h"| p"  @ p"   "|'L;;(", D<p< ", ,@h@"AA 0B@", BCX", CCH", DDX"hEpE88dvwvwvwvwvwvwvwvwvwvwvwDataPartition::Splitث22vwvwvwbPbvwvwvwvwvwvw2vwȬ b@p22200pa Ppa`cvwvwvwvwvw2vw0a 0 `bР`2P2aРg@2(aРg@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 . @cp0B @B C PB P  gd`yp|C @ 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 . SerialTreeLearner::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 max_depth = %dCheck failed: (data_partition_->num_leaves()) >= (tree->num_leaves()) at %s, line %d . SerialTreeLearner::BeforeTrainSerialTreeLearner::BeforeFindBestSplitSerialTreeLearner::ConstructHistogramsSerialTreeLearner::FindBestSplitsFromHistogramsleftrightSerialTreeLearner::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``deque too long'Forced Split' will be ignored since the gain getting worse.Invalid categorical threshold split0G    0p00040`PPP\0pp{P00) 00x00pppг@80D 000`0`000*0G0ppPP 0;jp0`e 0PPS@PP0"0`U`00`% m0 `PPp000[ 0@&ppд0P0PP@/0`0 = PP00NP 0PPJPP@@0pp]б0pW0000f0`0OppP000pR0 0pp Ps0p1 0i`0@@9000HPPy@0Vp000pp 7Я0PP5 b0n00PPГ0pphP u0`000`Z0000o0F0PP@t0cpp Kа0000p0k|`0PP+@pP0'Q 000000!0}ppp0AP0@Ypp #Ю0L00>000pP00w .p0ppTPpp rв0  @ 20pp@,P0PP`g@0_0@$v0``Э0B``-`0Cp00;PP@<@@" HFF("lG " G "(H PH0"II" `J"DKXK "$L0L ", `LL ", LL "MM0", $NPN ", NN8", P8QX", QQp00B @B `4C PB P   p 5", $RxR("RR PS8"ST`TH"TT@U(" UUPVP" UV@WX"WX" Y"lZL[!["!\]$@^ "_`!`8"b8b bP" c8cc(", c0d8", tdd(", eXe(", ee(", 4ff(", f8g("ggh(", thh(", iXi(", ii("4jLjj("jk`k("jkl(", dll("l(mm("lm@n(", nn(",  (0) at %s, line %d . Used indices of subsetused_row_indices should be sorted in SubsetInput data type error or field not foundField not foundUnknown matrix type in LGBM_BoosterPredictSparseOutputUnknown indptr type in LGBM_BoosterFreePredictSparseUnknown data type in LGBM_BoosterFreePredictSparseUnknown data type in RowFunctionFromDenseMatricCheck failed: col_idx < ncol_ptr && col_idx >= 0 at %s, line %d . 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