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HUhHr7HHMPHr!H'LAI+HAHwI,lH5H ]HT$UH HHM0jE HH ]HT$UH HHM8E HH ]HT$UH HHEPHEXE@AHHM@LM@H}XLCM@\eH%XPH LHUXHr7HHM@Hr!H'LAI+HAHwI+\HH ]HT$UH HHM8ZE HHSH+HHrLAH'I+HAHwI3HHCHCH [@SH GeH%XHHH Ht>HSH+HHrLAH'I+HAHwIA3HHCHCH [̋GeH%XH C@SH FeH%XxHH Ht:HSH+HrLAH'I+HAHwI3HHCHCH [@SH FeH%X@HHHtHQ0HH [GH [̋6FeH%XH ӷH F~dN8 ^J8$rdxP.t<.ZN0p6LzV:|.r:~<~>t6F$`jv"Fj .H^2rd@ HzJp^@6  T9sto DtlxN~(4n`H,`:\B( Vx} 0`p0lqDp" " "0@ " "px " "@ " "( "t "t "<h " "@ "| " ( @" p  0"! "!! "H"" "## "8$% "`&x&8"'' "( ("L(X(0"(( "t) )x"**0"**H" + P,8" ",-X"X-- "-- "$.P.8".. "/(/ "d// "// "40`0 "0 "p0 " P11h2("3P30V@N`Unknown exceptionp[@N`DebugInfoWarning[LightGBM] [Fatal] %s [LightGBM] [%s] VJdd0dddddddxWJ[J}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}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 . tree\KkqG  N;ВKi`Pkjp|@WXUUVVp5`70p +@Pp@qio|{|upo@jPjhpZ0^L lqpP N;`Ki`Pjp|@WXUUVVp5`70p +@Pp@qio|{|upo@jP0jQRpZ0d:\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 GOSS^LlqpPN; i`Pjp|@WXUUVVp5`70p +@Pp@qio|{|vpo@jPjXpZ0d:\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 secondsgbdtdartgossrfUnknown boosting type %sUnknown model format or submodel type in model file %sCould not open %sSkipped header "%s" in file %svector too longstring too longp_Л_ККЛ88p>"(?0? " p??H"T@h@@"@@H"4A@Ah"AAp"BB("BBX"4C@C"CC "CC "L(D0",E E" GPGH"GG "LH H("H "`IhIX"IJ("hJJH"JKP"XKKH"KL0"HLpL "LL8",MXM "MM "M(N0"hNpN "NN "tO P "PP(Q("|QQ "pRR8a@N`bad castregression_l1mapenone:D:\a\1\s\include\LightGBM/tree.hCheck failed: (max_depth_) >= (0) at %s, line %d . Number of class for initial score errorbqGPB N;pTKi`Pjp|@WXUUVVp5`70p +@Pp@qio|{|upo@jPjpZ0p`bepnpdwt0x yrPs0tt n`D:\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 . cudaCannot 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 longinvalid string position0b@^@^p_`dЛb ^ ^P_PdЛlist too long_??v3"$S8S "phS "SS "SS("XTxT0"TU0"UU "UU0"9U0"8V`V "VV "V(W " X&X0"4Z*["x\]@" ]@^P"^ _P"_`" a7b"cc("9pd0"deH"Pe`e "9e0"ee("4f`f0"ff("fg0"Xg g"Pg@h "hh "Pixi "kk "kl "llx"4m\m m"4n`nXfalsetruenanannullinfinfinityUnknown token %s in data fileregressionregression_l2mean_squared_errormsel2l2_rootroot_mean_squared_errorrmsemean_absolute_errorl1maemulticlasssoftmaxmulticlassovamulticlass_ovaovaovrxentropycross_entropyxentlambdacross_entropy_lambdamean_absolute_percentage_errorrank_xendcgxendcgxe_ndcgxe_ndcg_martxendcg_martcustom{","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 LightGBM0c(#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=1dBB`CDBЛ$@חACd~QJu<7~u<7invalid unordered_map key"op("@pPp(Multiclass early stopping needs predictions to be of length two or largerBinary early stopping needs predictions to be of length onebinaryUnknown early stopping type: %sd`a`a0jbЛheaaa bЛepapaabЛ8"8q`q "qq "qq "r@r "qr "r 0s("t0t "t "tu "uu "u `v "vPw "ww0" x Px "xx "0yXy "yy "yz "dzz"z{"h{p{8"{{P"||X"`|p|P"\}p} "\}H~ "\}~ "@ "\} "$P " " " 70 " "؄ "P " "І "080"X`0"| " "00"X80"|X " "0؈0"X0"| "P "ĉЉ8",8 "Њ@" "4` " " "PH "ĉx8",؍ "X@"x "P "ĉ8",8 "@"؏ "@ "px8", " @"@ "x "p8",ؑ "X@"x " "p8", "@" " "HP8", "(@"H "| " "H8",H "Ȗ@" "  "HP8", "@"  "PXh"p"Ph"Ph"p"Ph"Ph"Hp"Pph" h"Xh"h"ph"h"Нh"h"h"h"ܟh"ܟ h"ܟHh"ܟؠh"ܟh"ܟ8h"ܟh"ܟh"ܟh"Ф("(P("x("\ "Ĭ ",X " "0"X "0"(P " "  "X " "$P " " "T "̲ "8` " P1x0" P1ȵ8" P1h08" P18"4` "H "Pػ("Hp fY}}}}}}}}}}}}}}}}}}}0g Z}}}}}}}}}}}}}}}}D:\a\1\s\src\io\bin.cppCheck failed: (max_bin) > (0) at %s, line %d . Check failed: (bin_upper_bound.size()) <= (static_cast(max_bin)) at %s, line %d . Check failed: (num_bin_) <= (max_bin) at %s, line %d . Met negative value in categorical features, will convert it to NaNMet categorical feature which contains sparse values. Consider renumbering to consecutive integers started from zerog@F0 @C`K0.h ihiF`Dr@q\hG@P @C`K.ijPijOJ usp]iG@@0C`K. kplj`lYTw`v]jH @0p@0`C`K.l@nl0nc^0zxp^k W0@C`@?xywxjh{p{flXPAC`@?{}z|Pmk{{pgmXpApD`@?~ ppn`|P|hnI`PpPЦ .pnPo0j^(o`J`Pp@P@P/`o@p0j_o K`PpЧ`/Pp@q0j`(pK`P@@PP0Pq rЂv`p M`P10rs vPa(q`N`P!30 stPvbqO`P #`pP5pt@tvb(rP`P$Щ@6Pttv`cr R`P@& 0p8tt vd(s`S`P'@:0tpv0vdsT`P`)Ї<pvv@Pvpe(tU`P+@P=vvPv f(n -?Y(mp-?pI(l-?pIMultiValSparseBin::MergeData(h,@I(iP,@I(j,@I(k-pId:\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??@"S8 "S` "(" 00"X"0`x"H" 7$P "@" "  "Pp" "X0P0" 0""(0"p0" 8"0"( P0"("PX("0"P ` "8"<T "P  "  '"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=%sbinary_loglossndcglambdarankmapmean_average_precisionmulti_loglosskldivkullback_leiblerauc_muUnknown parameter %s boostinggbrtrandom_forestmetrictasktraintrainingpredictpredictiontestconvert_modelrefitrefit_treeUnknown task type %sdevice_typecpugpuUnknown device type %stree_learnerserialfeaturefeature_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.basicCannot 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: " @@"0"t0"y "tP" "@X " "("(("9h0"P "<\ 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_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______ "S "0 "8" " H "p "(" P" " "|0"8"\ "0  "\   "  8" 0 P"  h"P p "  " |  "@"("DX@"@"`I 0"`pH"`"H"0"t X" "@ " """" (" P X"@("x "8" 0"4` "0"0"Pp(" "  " "t) @x" " 0"  0"! "!!0"("P"0"""8"#0# "##0"$%8"t&& "&& "&' "8' `'`"8' '`"8' (`" )8) "t))H" *H*H"**8"+,H"h,,8"-@-8"--8",.h.x"./8"X//8"000D:\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::ConstructHistogramsMultiValtPЛxuооpЛmap/set too longDataset::sparse_bin_histogramDataset::sparse_bin_histogram_mergeDataset::sparse_bin_histogram_move?"<1h1("11 " 2p2"303 "33 "3 4"4@5"5,6"T88"9 :";0;"==">0>("p>>">.?" AA"BBH"@C Ch"uD "hDD "DE "@EHEh"@EE`"EEp"FF8"PFxF "F Gh"GG8"G(H "PHI "pI "pI "I J "PJJ "0KXK "KK L"LLMx"pMMMp"pM@N Np"pMN@Op"OO P"PP QSize 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.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...Load from binary file %sCould 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 groupDataset max_bin %d != config %dDataset min_data_in_bin %d != config %dDataset use_missing %d != config %dDataset zero_as_missing %d != config %dDataset bin_construct_sample_cnt %d != config %dDataset max_bin_by_feature does not match with configDataset label_idx %d != config %dRecommend use integer for label index when loading data from binary for sanity check.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 . 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_boundRead %.1f GBs from %s.Warning: last line of %s has no end of line, still using this linewXx``PBЛx00@ЛXy0BЛyPPpЇЛXzpЛzЀЀЛX{vЛ{ЛX|p`Л|00ЛX}Л}0ЛX~pЛ~ Л>?hdfs://"QQ0" RpR "QR0X}}}}H0x rbwb"8S "XShS "SS "SSX"TT "TU "pU "pU "ppW "pW "WX "p8X "pX " TYY8"xZ Z8"4[`[8"[1p\x"^^("^^0"_4_`_ "p_ "__ "P`h`` "`a8"aa0"ab : p}}}}@0jpp %.17g%d\\\"\b\f\n\r\t\u%04x\u2028\u2029[, ]Ȃ  0jpp pP``0jpp p @0pp ph0@0jpp 0@0jЛpp p@ й@0jpp @@ й@0jЛp @xPP@0jpp PP@0jpЛ@v0j@0jpp p'%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 pI@pI@pI@pI@`@@@Y@"Hb "4ApbH"Xb0" c @cH"cc0"cd0"Pd`d0"cd0" d`eP" e f8" exf8"fgh"Hgpg 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.P6 6 06 ЛЌ6 6 6 6 Л*Gv~*Ǚv"l @lp"mHm("mm " Hnn`" Dooh"|pp p("p8q P: }}ȍ: K K Input format error when parsing as CSVH: `N K Input format error when parsing as TSVȎ: M PLabel 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."qq"rPr D:\a\1\s\src\io\train_share_states.cppCheck failed: cur_num_bin == feature_group->bin_offsets_.back() at %s, line %d . 333333?"Ts s("st "`tu ",Du3v"xx"yHy"y$@zP"{{0" |0"9|0"9|0"}}`"~~0"~p0" " "P " "Ђ " "P " "Ѓ "Ts("Ts ("Ts ("Ts`("Ѕ("8  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 . %gH     Лȏ0 0  @  ЛH   `  ЛȐ` `  P  ЛH  @  Лȑ  ` 0 ЛHp p   ЛȒ   p Л242526272829303164656667686970711617181920212223565758596061626308091011121314154849505152535455888990919293949500010203040506074041424344454647808182838485868732333435363738397273747576777879'",@`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)}&_"(" H "/50" "$P8" "("dxH"0"P"l "C؏ "D@" "d`H"`0"ؓ " P1X0" "L` "pRh8"pRЛ8"H`"H8"pR`8"pRȟ8"HH"H8u }}}}8@k + ( R  X@k + ( R  @j P* ( R 0 `j P* ( R 0 binary_errorhq : ( R P aucr `@ ( R @ average_precisionht I P( R ! map@For MAP metric, there should be query informationTotal groups: %d, total data: %dȘk , ( R  k , ( R  multi_error@Йk . ( R  k . ( R  `q @< R  x0u M R $ ndcg@The NDCG metric requires query information؛o 9  ( R  o 9  ( R  0n @5  ( R ` 0n @5  ( R ` Po 8  ( R  Po 8  ( R  m P4  ( R  m P4  ( R  pm `3  ( R  pm `3  ( R  huberPl 00  ( R P  Pl 00  ( R P fairn  7  ( R  (n  7  ( R  poissonn 06  ( R 0 0n 06  ( R 0 m @2  ( R  8m @2  ( R  gammad:\a\1\s\src\metric\regression_metric.hppCheck failed: (label) > (0) at %s, line %d . l  1  ( R  @l  1  ( R  gamma_deviance(p 9  ( R  Hp 9  ( R  tweediePps C ( R  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 = %fЦ s A 0( R   [%s:%s]: (metric) all weights must be positivePs PF @( R  [%s:%s]: (metric) at least one weight is negative%s offset term = %fHj ] outside [[%s]: does not tolerate element [#%i = -q=|=& .>?"Xp "Ы "0p" "Lp8"  p" "8" 0"0x" "d8"P8 "p "p "P8(" 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 %dЧ ff?"@" "d "p Local rank: %d, total number of machines: %dPlease initilize the network interface firstP "00" (@" "Pp8"$@("p "8"$p("Ծh"`@"$("$("h" 0("l("$("L ph" @"`|PP"`|P"t "L h" P"hh" "H8"HP8Ш }}}0j0jЌ v0jv@ }H | Pa v 0j0jЌ   v0jPP  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:  b @w 0j0jЌ   v  0j@ P Objective should contain num_class fieldLabel must be in [0, %d), but found %d in labelnum_class: @ @b 0w 0j0jЌ   vPP0j@  P  c }0j0jЌ v0j0j@ p }Ranking tasks require query information  c  w 0j0jЌ v0j0j@ p f Sigmoid param %f should be greater than zero 0 @ c Pw 0j0jЌ v0j0j@ p n  P d w Љ 0jЌ  v0jv@  sqrt sqrt( P 0d w Љ v  v0jv@  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 . P P c w Љ 0jЌ  v0jv@  Cannot use sqrt transform in %s Regression, will auto disable it8 P @c `w 0j0jЌ  v0jv@     e w 0j0jЌ 0 v0jv@  [%s]: at least one target label is negative[%s]: sum of labels is zeroH P pe w Љ v ` v0jv@  Check failed: alpha_ > 0 && alpha_ < 1 at %s, line %d . Я  d w vv0   v0jv@  Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric`  c pw 0j0jЌ 0 v0jv@    e w 0j0jЌ 0 v0jv@   @~ a w 0j0jЌ  v0jv@ p 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  a w 0j0jЌ  v0jv@ p [%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 Л` `  ` BЛ   @ BЛ   p Лư>@z??"| " " p@" " H ",8 ",X "0" P"`|xP"Lhd:\a\1\s\src\treelearner\serial_tree_learner.hCheck failed: (tree->num_leaves()) <= (data_partition_->num_leaves()) at %s, line %d . д 0x0 @  Ы`JJP P @@,) >p5A  CUDA Tree Learner was not enabled in this build. Please recompile with CMake option -DUSE_CUDA=1 0x0 @  Ы`JJP P @@,) >p5A  GPU Tree Learner was not enabled in this build. Please recompile with CMake option -DUSE_GPU=18P  0 @   Ы`JJP P @0 ) p5 P      BЛ" "@0   0 @  Ы`JJP P @0 ) >p50   " h " "`h " "   "\h " "t) x"Th " "  "h " 0" "`"hx "0 "P"t) x"p "  " @"@"  Ph" "(" 0"0" \"X"("p " "p "("("(0"x0"@X "0"(0"hH"p( " " 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" `  "P ?`?("@0@ "C(D"EE E@"FFX"DGGH"|HHX"(I0I8ȷP)}}}}}}}}}}}DataPartition::Splith}}}'p'}}}}}}}X&P0`e~~0j%|`~@5@&'}}}}}}0%Ќp~pe '@de P0&@de+P&@de+@lPd:\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 . (0x0 @  Ы`JJP P @@,) >p5A  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 split``r Л@o`zЛ0nPzЛ@ptЛpp byЛ@!vЛ@sЛ@00?xЛsЛ@P=wЛ000JxЛ@PPtЛ @uЛ@PxЛ RxЛ@ F`xЛ@sЛ@ `uЛ00PTyЛ@PrЛtЛ@pp`/0wЛ [`yЛ@)vЛ`vЛ@sЛPP  vЛ@YPyЛpp sЛ@1PwЛPPU yЛ@5wЛ@ pvЛ@C@xЛsЛ@00@_yЛppMxЛ@`NxЛsЛ@@tЛPPP sЛ@PPKxЛtЛ@]yЛPPsЛ@PP`yЛppuЛ@fyЛuЛ@uЛ@@@rЛ@00`"vЛpp@W0yЛ@@vЛ*vЛ@PPj zЛPuЛ@00`sЛ0uЛ@ооrЛ00izЛ@PP7wЛ0PtЛ@`rЛPP. wЛ@rЛ`rЛ@pptЛ puЛ@>xЛppP0vЛ@DPxЛGpxЛ@00tЛtЛ@&vЛ2`wЛ@dyЛHxЛ@X@yЛ00-wЛ@9wЛpp%vЛ@P\pyЛ `vЛ@rЛ3pwЛ@ PuЛhzЛ@pp8wЛ@(vЛ@00uЛgyЛ@pp0sЛ0@wЛ@PPPA xЛ`tЛ@0uЛsЛ@uЛrЛ@psЛppB0xЛ@00uЛPvЛ@00sЛPP`uЛ@ptЛppk0zЛ@m@zЛ;wЛ@pp@0tЛ00@vЛ@006wЛprЛ@`tЛOxЛ@00tЛ ,wЛ@PP#vЛPPsЛ@:wЛpcyЛ@  rЛPPP uЛ@PP  tЛпп`sЛ@ppp0uЛtЛ@SyЛ<@@" JpJ("dK`L ",XM "pM "M M0"NO" PO"PP "QQ "QR "@RhR "dSpS0"SS " T8T8"|VVX"WPWpp0 @  Ы`JJP P @@p5LightGBM_model.txtLightGBM_predict_result.txtgbdt_prediction.cpp"WW(" (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.Continued 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 learnerUsing self-defined objective functionCannot change data_random_seed after constructed Dataset handle.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 categorical_feature after constructed Dataset handle.Cannot change feature_pre_filter after constructed Dataset handle.Cannot change is_enable_sparse after constructed Dataset handle.Cannot change pre_partition after constructed Dataset handle.Cannot change enable_bundle after constructed Dataset handle.Cannot change header after constructed Dataset handle.Cannot change two_round after constructed Dataset handle.Cannot change label_column after constructed Dataset handle.Cannot change weight_column after constructed Dataset handle.Cannot change group_column after constructed Dataset handle.Cannot change ignore_column after constructed Dataset handle.Cannot change forced bins after constructed Dataset handle.Reducing `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`.Cannot change num_class during trainingCannot change boosting during trainingCannot change metric during trainingUnknown data type in PredictSparseUnknown indptr type in PredictSparseCSRUnknown col_ptr type in PredictSparseCSCunknown exceptionThe 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 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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