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H05@UH HEptepH躽H ]HPH ,HPHHPH @UH HPHMX2H ]H0 H`H0 H0 H`H`xH`HH`H H0H @UH HPHM`规H ]@UH HPHM@芄H ]H0lW@UH H@HM8aH ]@UH H꺀HM8DH ]@UH HpHMH'H ]H0]VH0HjVH` @UH HHM@HH ]8H@H@鋥@UH H8HMH调H ]@UH H`HMH蓃H ]Hr@UH H꺐HMHjH ]@UH H`HM0MH ]HH;rH /rH0QH0Hפ@UH H꺀HM@H ]@UH H`HM8߂H ]H Hx HP H0@UHH3Ɂ8]@UH H} uLMxLEpHUhHM`H ]@SUH(HHM@HM0HE0HHM(HE(8csmt E E "טHM(HHE0HXטHH(][@UH H} uLMpLE(HUXHMPnH ]HT$UH HHH ]@UH HM@H ]"@UH HM H ]@UH HH ]q@UH0HHHL$(T$ L LEpUhHM`貇H0]@SUH(HHM8HM0}XtlHE0HHM(HE(8csmuUHE(xuKHE(x tHE(x !t HE(x "u$ѺHM(HH HE0HX輺HX(E E H(][@SUHHHHMPHMH艺HHHpHEHHHY8nHXhHMHD$8Hd$0d$(HHD$ LLHH }(H`pE@HH][@SUHHHHMPHMHHHHpHEHHHY8ݹHXhԹHxHMHD$8Hd$0d$(HHD$ LLHH 艹H`pE@HH][@UH0HH3Ɂ8H0]@UH HHMXLE HgH ]@SUH(HHM8} u:H;csmu+{u%C - wHK(t HeӸHHH øHM@HH(H(][@UH HHLM DHHH ]@SUH(HHMHQ} u:H;csmu+{u%C - wHK(+HH+H\$0H3HtKH|$ H"V"t"""""""""$"8"N"j""""""""""""6"P"d"x"""""" ""&"<"L"f"t""""""""" ","<"R"h"x""""""""""("8"F"Z"j"|"""""""""""2"B"nn80pP؜$XpdX @@`P 0@00P Pp! 0# !P#`% 34p-@/`+1`'`)%689P909p9@; =@?pHFDBPJ`L NPVQTV V@V`V@\`ZVXr`nPlpfPj@bPdP``r`h`\`^r`prttv~|z~yp0PЂЀP@p`P ` ``  0<@8\tP 8@x PUnknown exceptionx P8y Pbad array new lengthstring too longy Pbad cast@z P{ P: { P(|` @py0Pgeneric|` Py0Piostreamiostream stream error} ++bad locale namefalsetrue8p`e@)p` Ps ios_base::badbit setios_base::failbit setios_base::eofbit seth Psv:] [tnn``1`p  11nv0nnp01Pp   11nw++0 thx0 nn``1p  11nPfloatintAssertError:%s, shutting down process AssertError:%s, rabit is configured to keep process running $ `@$write position exceed fixed buffer sizePp$ P0$read can not have position excceed buffer lengthCheck failed: wt++ ++++++++fid == static_cast(names_.size())D:\a\ml-builds\ml-builds\xgboost\include\xgboost/feature_map.hunknown feature type, use i for indicator and q for quantity` +++++p 90 `XGBoost version not compiled with GPU support.D:\a\ml-builds\ml-builds\xgboost\src\common\common.h[xgboost] Condition %s failed. Ї+++xP``$P@+++ P``$Њ+++xpP``$D:\a\ml-builds\ml-builds\xgboost\src\c_api\../data/adapter.hP+++ P``$Ȍp+++ ` `  @0`P!Slicing DMatrix is not supported for Proxy DMatrix.D:\a\ml-builds\ml-builds\xgboost\src\c_api\../data/proxy_dmatrix.hNot implemented.will split data among workersXGBoost distributed mode detected, p  P$DMatrix/Booster has not been intialized or has already been disposed.D:\a\ml-builds\ml-builds\xgboost\src\c_api\c_api.ccCheck failed: p_mCurrent DMatrix type does not support set data.Check failed: mslice does not support group structurestatic_cast*>(handle) ->get() ->Info() .group_ptr_.size() == 0Ubinary saving only supported by SimpleDMatrixXGDMatrixSetGroup is deprecated, use `XGDMatrixSetUIntInfo` instead.groupCache ID is not supported yetcache_id == 0Check failed: p_predtjsonstr.size() > 2str[0] == '{'rwtextCannot reset IteratorAdapterCheck failed: at_first__ptr || _count == 0`e@)p0ЎP%p`e@)y0y to Number of columns between batches changed from Check failed: columns_ == data::kAdapterUnknownSize || columns_ == batch.columnseEpP.invalid string position) vs. (p)P)1)P)1)P)1)P)1)P)1`e@)P0p`~}p{y0vector too long0123456789-+Ee0123456789ABCDEFabcdef-+Xx0123456789ABCDEFabcdef-+XxPpp)P)1p)P)1p)P)1p)P)1$@ A _B00010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899gffffffQ~jt*Ǻ"<8b->Nc{-1+x#c^- Knu7X%Y^_GzK`eq]p J&gչ o"4%QttS`؈$C(ӦfHRl ۩#j+vv=IJ+10Q=ѬVZbu)j}և]:1VӾa'miK$!Q㢢P@9j>`KUq݉ [qB1h?(SuYQ!"GMk9X 3D۸N <C.{$~ۃ6/l##ՂF!@je _vH@0ļ4&k7y؅W4Ngm=`X@xPMJ- yCx(,*42q0/'|!1錠9Y>R$n`F"x|+MraB ydiWC*fJ\)c7]`xxֲK}Yq\Ck 3TNaN0E0 is not found in any group.Row: base_rowid < group_ptr.back()D:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.hxgboost::common::SparseCuts::SparseCutsГ0xgboost::common::DenseCuts::DenseCutsN/AD:\a\ml-builds\ml-builds\xgboost\src\common\column_matrix.hbatch_size < offset_vec.size()D:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.ccibegin + inst.size() == iendxgboost::common::HistogramCuts::HistogramCutsBuilding quantile cut on a sparse dataset.Building quantile cut on a dense dataset or distributed environment.Total number of hist bins: end_col >= beg_collocal_ptrs.size() >= 1xgboost::common::SparseCuts::Buildnthreads > 0page.Size() <= dmat->Info().num_col_Load balanceSingleThreadBuild: xgboost::common::SparseCuts::Concatxgboost::common::DenseCuts::Buildnthread == omp_get_num_threads()summary_array.size() == in_sketchs->size()p_cuts_->cut_values_.HostVector().size() <= std::numeric_limits::max()cut_size > p_cuts_->cut_ptrs_.HostVector().back()cut.Values().size() > 0Ucurent_bin_size == kUint32BinsTypeSizebins_type_size == kUint32BinsTypeSizeindex_ != span_->size()index_ < span_->size()Check failed: impl_ != nullptrD:\a\ml-builds\ml-builds\xgboost\include\xgboost/data.h_idx < size()invalid vector subscriptinvalid init parameterD:\a\ml-builds\ml-builds\xgboost\src\common\./quantile.hCheck failed: nlevel <= std::max(static_cast(1), static_cast(limit_size * eps)), wgap=, maxgap=mingap=bug in combineCheck failed: size <= sa.size + sb.sizevector too long@sizeof(BinIdxType) == bins_type_size_@@fi.Read(&this->size, sizeof(this->size)) == sizeof(this->size)fi.Read(this->data, this->size * sizeof(Entry)) == this->size * sizeof(Entry)Check failed: falseo:h㈵>??AC_D:\a\ml-builds\ml-builds\xgboost\src\common\host_device_vector.ccSize() == other.Size()://Not implementedD:\a\ml-builds\ml-builds\xgboost\src\common\io.h@о`PD:\a\ml-builds\ml-builds\xgboost\src\common\io.ccCheck failed: out failed: Opening @01p@P`Ȱfile://Ț`e@)`P0map/set too long \ "\r\n\\\t\", P9`pМpp9p@P9  @Н90pP` 9 `  О9@D:\a\ml-builds\ml-builds\xgboost\include\xgboost/json.hbeg <= size_`3+`!(#0&Expecting: "", got: "EOF"\0" "؛<B0?p=?0@p;Check failed: ret.ec == std::errc()D:\a\ml-builds\ml-builds\xgboost\src\common\json.cc\b\f\u%04xStringNumberObjectArrayBooleanInteger can not be indexed by Integer.Object of type can not be indexed by string. Please try obtaining std::string first.Unknown construct, around character position: , "\0Unknown escapenullExpecting null value "null"raw_str_.size():cursor_.Pos(): ch != -1Expecting digitPp)P)1Пp)P)1Pp)P)1Рp)P)1Pp)P)1Сp)P)1Invalid cast, from 75P PТ PX POut of range valueNo conversion could be performed Ppd+++n+++ has already been registered in key D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./parameter.h d~P|gPunx0zPInvalid Input: '', valid values are: optional, default=, required) exisit!(Enum Enums: ), Value not found in enum declaredenum_back_map_.count(value) != 0U' but value=' expect Invalid Parameter format for 0`d`}jwq y|p0, value='Out of range value for pos <= value.length()Some trailing characters could not be parsed: 'x d`P|gPunx0zPaft_loss_distributionnormalextremeChoice of distribution for the noise term in Accelerated Failure Time modelaft_loss_distribution_scaleScaling factor used to scale the distribution in Accelerated Failure Time model exceed bound [ for Parameter value should be greater equal to should be smaller equal to is not presented of Required parameter optional, default=invalid map keyinfinitynanInvalid NAN literal*p == ')'D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./strtonum.hv?Y@ Lstatisticcountelapsed did not get stopped properly.Timer for D:\a\ml-builds\ml-builds\xgboost\src\common\timer.ccus calls @ s, ================ Monitor: From rank: .AversionInvaid version format in loaded JSON object: D:\a\ml-builds\ml-builds\xgboost\src\common\version.ccIncorrect version format found in binary file. Binary file from XGBoost < 1.0.0 is no longer supported. Please generate it again.fi->Read(&read[0], verstr.size()) == verstr.size()fi->Read(&major, sizeof(major)) == sizeof(major)fi->Read(&minor, sizeof(major)) == sizeof(minor)fi->Read(&patch, sizeof(major)) == sizeof(patch)̻ػ float32float64bool8int32int8int16int64Unknown data table type.D:\a\ml-builds\ml-builds\xgboost\src\data\../data/adapter.hD0$0No thread.fmt-rawcache_shards.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\data\./sparse_page_source.h; you may want to remove it manuallyCouldn't remove external memory cache file exists already; Is there another DMatrix with the same cache prefix? Otherwise please remove it manually.Cache file written MB/s, in "" P!s`!! tSlicing DMatrix is not supported for external memory.D:\a\ml-builds\ml-builds\xgboost\src\data\./sparse_page_dmatrix.hnum_rownum_colnum_nonzerolabelsgroup_ptrweightsbase_marginlabels_lower_boundlabels_upper_boundfeature_namesfeature_typesWrong number of fieldsfield_cnt == kNumFieldD:\a\ml-builds\ml-builds\xgboost\src\data\data.ccAll feature_types must be {int, float, i, q} again.Please process and save your data in current version: is no longer supported. Binary DMatrix generated by XGBoost: major == 1MetaInfo: invalid formatCheck failed: fi->Read(&num_field)fields.) fields, but the binary file only contains MetaInfo: insufficient number of fields (expected at least num_field >= expectedMetaInfo: the given binary file contains extra fields which will be ignored.Incorrect size of base margin vector.this->base_margin_.Size() % this->num_row_ == 0labelUnknown data typeweightlabel_lower_boundlabel_upper_boundUnknown key for MetaInfo: Unknown float field name: Unknown uint32 field name: Unknown data type for getting meta info. must be equal to number of columns.Length of size == this->num_col_feature_typefeature_nameUnknown feature info name: Unknown feature info: `gpu_id` for XGBoost: Device that data is on: Data is resided on a different device than `gpu_id`. Check failed: v.DeviceIdx() == GenericParameter::kCpuId || device == GenericParameter::kCpuId || v.DeviceIdx() == deviceSize of weights must equal to number of groups when ranking group is used.group_ptr_.size() == weights_.Size() + 1Invalid group structure. Number of rows obtained from groups doesn't equal to actual number of rows given by data.group_ptr_.back() == num_row_Size of weights must equal to number of rows.weights_.Size() == num_row_Size of labels must equal to number of rows.labels_.Size() == num_row_Size of label_lower_bound must equal to number of rows.labels_lower_bound_.Size() == num_row_Size of label_upper_bound must equal to number of rows.labels_upper_bound_.Size() == num_row_num_nonzero_ <= num_col_ * num_row_Size of base margin must be a multiple of number of rows.base_margin_.Size() % num_row_ == 0Only one `#` is allowed in file path for cache file specification.cache_file.find('#') == std::string::npos-.rXGBOOST_TEST_NPART partsLoad part of data auto entries loaded from matrix with libsvmConsider providing a uri parameter: filename?format= . No format parameter is provided in input uri, but found file extension: Consider providing a uri parameter like: filename?format=csvChoosing default parser in dmlc-core. No format parameter is provided in input uri. Encountered parser error: .group groups are loaded from .base_margin base_margin are loaded from .weight weights are loaded from other_data.size(): self_data.size(): self_offset.size() == other_offset.size()beg <= data.size()ptr < offset.size()Multiple threads attempting to use prefetcherCheck failed: mutex_.try_lock()info.name_shards.size() != 0Ufinfo->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)invalid format, magic number mismatchtmagic == kMagicInvalid page formatCheck failed: fi->Read(&format)Check failed: *out_page == nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_writer.hCheck failed: qrecycle_.Pop(out_page)SparsePageWriter Finished writing to name_shards.size() == format_shards.size()+++ 0>~@C~Check failed: !producer_sig_processed_.load(std::memory_order_acquire)D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/threadediter.hCalling Value at beginning or end?Check failed: out_data_ != NULLCheck failed: producer_sig_.load(std::memory_order_acquire) == kDestroyCheck failed: cell != 0 || produce_end_.load(std::memory_order_acquire)Check failed: producer_sig_.load(std::memory_order_acquire) != kDestroyMake sure you call BeforeFirst not inconcurrent with Next!Check failed: producer_sig_.load(std::memory_order_acquire) == kProduceCheck failed: produce_end_.load(std::memory_order_acquire)MetaInfo: Invalid format. Check failed: strm->Read(&name), got: Expected field: name == expected_nameCheck failed: strm->Read(&type_val)got field type: Expected field of type: Check failed: type == expected_typeCheck failed: strm->Read(&is_scalar) to be a scalar; got a vectorExpected field Check failed: is_scalarCheck failed: strm->Read(field, sizeof(T)) to be a vector; got a scalarCheck failed: !is_scalarCheck failed: strm->Read(&shape.first)Check failed: strm->Read(&shape.second)Number of columns is expected to be 1.shape.second == 1Check failed: strm->Read(field)key >= builder_base_row_offsetUnknown format type deque too long@ P)1.row.pageWriting Check failed: qids.empty() || qids.size() == info.num_row_SparsePageSource Finished writing to @eAOOOOInternal Error: XGBoost is not compiled with CUDA but EllpackPage is requiredD:\a\ml-builds\ml-builds\xgboost\src\data\ellpack_page.cc.ellpack.pageInternal Error: XGBoost is not compiled with CUDA but EllpackPageSource is requiredD:\a\ml-builds\ml-builds\xgboost\src\data\ellpack_page_source.ccP ``P`а` `@pP` `@pб` `@pP` `@pBatch parameter is not initialized.Check failed: param != BatchParam{}D:\a\ml-builds\ml-builds\xgboost\src\data\simple_dmatrix.ccparam.gpu_id >= 0param.max_bin >= 2invalid input file formatCheck failed: in_stream->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)Check failed: page_ != nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\./simple_batch_iterator.hExpecting CSCAdapterCheck failed: (std::is_same::value)span_ == rhs.span_D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_source.hвpppH+++P "~.col.pageWriting to CSCPageSource: Finished writing to ppph+++p "~.sorted.col.pageSortedCSCPageSource: Finished writing to ppppppD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_dmatrix.ccCheck failed: source_ != nullptr`@C~pP@C~$$$%0`$`$P%$$$`%0$$p%p1(%p.22 2`2p22222p222203p21(%p.Check failed: page.offset.Size() != 0 && offset_vec[0] == 0D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_raw_format.ccoffset_vec.back() == page.data.Size()fid + 1 < disk_offset_.size()disk_offset_[fid] > curr_offsetInvalid SparsePage filefi->Read(dmlc::BeginPtr(data_vec) + offset_vec[i], size_to_read * sizeof(Entry)) == size_to_read * sizeof(Entry)page->offset.Size() != 0Ufi->Read(dmlc::BeginPtr(data_vec), (page->data).Size() * sizeof(Entry)) == (page->data).Size() * sizeof(Entry)P1(%p.Raw binary data format.', Possible Arguments: Cannot find argument '---------------- Linear booster, implement generalized linear model. : @====p2Inplace predict is not supported by current booster.D:\a\ml-builds\ml-builds\xgboost\include\xgboost/gbm.h>0fi->Read(¶m_, sizeof(param_)) == sizeof(param_)D:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear_model.h { "bias": [, "weight": [ ], } ]bias: weight: updater `PDA?PA`AP!NQ=`TUV@^__?GpJgblinearmodelget(in["name"]) == "gblinear"D:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear.ccgblinear_train_paramCheck failed: this->updater_DoBoostPredictBatchGBLinear::Predict ntrees is only valid for gbtree predictorntree_limit == 0Ugblinear does not support prediction of leaf indexGBLinear::PredictContribution: ntrees is only valid for gbtree predictorPredictBatchInternalbase_margin.size() == nsize * ngrouplong (non-negative)stringD:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/parameter.hpnq0а`pq``shotgunUpdate algorithm for linear model. One of shotgun/coord_descenttoleranceStop if largest weight update is smaller than this number.max_row_perbatchMaximum rows per batch.GBLinearTrainParamDeprecatedGBLinearModelParamUnknown gbm type D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbm.ccD:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.cch@PP`  Check failed: configured_D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.hgbtree 0p@P@`0, dartweight_dropget(in["name"]) == "dart"dart_train_paramout_preds.size() == nnum_group == model_.learner_model_param->num_output_groupsize_leaf_vector is enforced to 0 so farmodel_.param.size_leaf_vector == 0preds.size() == p_fmat->Info().num_row_ * num_groupweight = trees, drop Tree booster, gradient boosted trees.Tree booster, dart.@@Pp2`p2boolean has not been registered in Alias Qn@tq`psize_leaf_vector0R3knum_treesNumber of features used for training and prediction.Reserved option for vector tree.@ d`P|gPunx0zP d`P|gPunx0zPp d`P|gPunx0zPnum_parallel_treeNumber of parallel trees constructed during each iteration. This option is used to support boosted random forest.updater_seqgrow_colmaker,pruneTree updater sequence.process_typedefaultupdateWhether to run the normal boosting process that creates new trees, or to update the trees in an existing model.predictorcpu_predictorgpu_predictorPredictor algorithm typetree_methodapproxexacthistgpu_histChoice of tree construction method.sample_typeuniformDifferent types of sampling algorithm.normalize_typeforestDifferent types of normalization algorithm.rate_dropFraction of trees to drop during the dropout.one_dropWhether at least one tree should always be dropped during the dropout.skip_dropProbability of skipping the dropout during a boosting iteration.learning_rateLearning rate(step size) of update.etaGBTreeDANGER AHEAD: You have manually specified `updater` parameter. The `tree_method` parameter will be ignored. Incorrect sequence of updaters will produce undefined behavior. For common uses, we recommend using`tree_method` parameter instead.Check failed: this->configured_Check failed: tparam_.GetInitialised()Using updaters: Tree method is automatically selected to be 'approx' for distributed training.Tree method is automatically set to 'approx' since external-memory data matrix is used.Tree method is automatically selected to be 'approx' for faster speed. To use old behavior (exact greedy algorithm on single machine), set tree_method to 'exact'.Using tree method: grow_histmaker,pruneTree method is selected to be 'hist', which uses a single updater grow_quantile_histmaker.grow_quantile_histmaker) detectedUnknown tree_method (BoostNewTreesngroup != 0must have exactly ngroup * nrow gpairsin_gpair->Size() % ngroup == 0U ups.size() == updaters_.size() mismatched updater sequence. Internal Error: Specified updaters: Actual updaters: Set `process_type` to `update` if you want to update existing trees.can not be used to create new trees. ` Updater: `Check failed: !updaters_.front()->CanModifyTree()Set `process_type` to `default` if you want to build new trees.can not be used to modify existing trees. Check failed: up->CanModifyTree()boosting rounds can not exceed previous training roundsNo more tree left for updating. For updating existing trees, model_.trees.size() < model_.trees_to_update.size()Mismatching size between number of rows from input data and size of gradient vector.gpair->Size() == p_fmat->Info().num_row_CommitModelget(in["name"]) == "gbtree"gbtree_train_paramLoading from a raw memory buffer on CPU only machine. Changing predictor to auto.Loading from a raw memory buffer on CPU only machine. Changing tree_method to hist.specified_updaterCheck failed: cpu_predictor_Data is on CUDA device, but XGBoost is not compiled with CUDA support.GBTreeModelParamGBTreeTrainParamDartTrainParam?J@Aparam.num_trees == static_cast(trees.size())D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree_model.ccGBTree: invalid model filefi->Read(¶m, sizeof(param)) == sizeof(param)fi->Read(dmlc::BeginPtr(tree_info), sizeof(int32_t) * param.num_trees) == sizeof(int32_t) * param.num_treesparam.num_trees == static_cast(trees.size())gbtree_model_paramtreestree_info0.7eval_metricJ ++int (non-negative)verbosityn_gpus n_gpus: D:\a\ml-builds\ml-builds\xgboost\include\xgboost/generic_parameters.h0  P q`` Random number seed during training.random_stateseed_per_iterationSeed PRNG determnisticly via iterator number, this option will be switched on automatically on distributed mode.nthreadNumber of threads to use.n_jobsgpu_idThe primary GPU device ordinal.gpu_page_sizeGPU page size when running in external memory mode.enable_experimental_json_serializationEnable using JSON for memory serialization (Python Pickle, rabit checkpoints etc.).validate_parametersEnable checking whether parameters are used or not. Deprecated. Single process multi-GPU training is no longer supported. Please switch to distributed training with one process per GPU. This can be done using Dask or Spark. See documentation for details.0I +++++++++++++++++++++PH ++\H ++num_feature d`P|gPunx0zPD:\a\ml-builds\ml-builds\xgboost\src\learner.ccbase_scorenum_classh`d  pM p q@ P PGlobal bias of the model.Number of features in training data, this parameter will be automatically detected by learner.Number of class option for multi-class classifier. By default equals 0 and corresponds to binary classifier.dsplitcolrowData split mode for distributed training.disable_default_eval_metricFlag to disable default metric. Set to >0 to disableboosterGradient booster used for training.objectivereg:squarederrorObjective function used for obtaining gradient.LearnerModelParamLegacyLearnerTrainParamGenericParameterpI ++W +++++++ p @    t @ ++0  P HhH   ptH ++LearnerConfigureCheck failed: IsA(in)learnerlearner_train_paramgradient_boostermetricsgeneric_paramCall Configure before saving model.Check failed: !this->need_configuration_learner_model_param_paramnum_output_group Parameters: { } might not be used. This may not be accurate due to some parameters are only used in language bindings but passed down to XGBoost core. Or some parameters are not used but slip through this verification. Please open an issue if you find above cases. Check failed: matrix.firstCheck failed: !matrix.second.ref.expired() features or greaterUnfortunately, XGBoost does not support data matrices with num_col <= static_cast(std::numeric_limits::max())0 feature is supplied. Are you using raw Booster interface?mparam_.num_feature != 0multi:softprobmulti:softmaxmax_delta_stepcount:poissonI @  W +++++   p @    t @ ++0  P 8H   `H   num_roundCONFIG-offset:attributesbs64Base64 format is no longer supported in brick.header != "bs64"binffp.Read(&header[0], 4) == 4UBoostLearner: wrong model formatfi->Read(&mparam_, sizeof(mparam_)) == sizeof(mparam_)Check failed: fi->Read(&tparam_.objective)Check failed: fi->Read(&tparam_.booster)SAVED_PARAM_count_poisson_max_delta_stepmulti:Loading model from XGBoost < 1.0.0, consider saving it again for improved compatibilityrabit_bootstrap_cache;ModelConfigfp.Read(&header[0], header.size()) == serialisation_header_.size() If you are loading a serialized model (like pickle in Python) generated by older XGBoost, please export the model by calling `Booster.save_model` from that version first, then load it back in current version. There's a simple script for helping the process. See: https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html for reference to the script, and more details about differences between saving model and serializing. Check failed: header == serialisation_header_fp.Read(&sz, sizeof(sz)) == sizeof(sz)sz > 0I @  W p K u p     p @    t @ t Њ 0  P 0H   XH   Precondition violated; dsplit cannot be 'auto' in distributed modeCheck failed: tparam_.dsplit != DataSplitMode::kAutoColumn-wise data split is currently not supported.UpdateOneIterPredictRawPredictionsGetGradientGradientsBoostOneIterEvalOneIterPerform one kind of prediction at a time.multiple_predictions <= 1valuemarginUnsupported prediction type:Predict must happen after Load or configurationCheck failed: gbm_ != nullptrNumber of columns does not match number of features in booster.learner_model_param_.num_feature == p_fmat->Info().num_col_learner_model_param_.num_feature >= p_fmat->Info().num_col_/?Learning rate of each update.reg_lambdaL2 regularization on weights.reg_alphaL1 regularization on weights.feature_selectorcyclicshufflethriftygreedyrandomFeature selection or ordering method.lambdaalphaUnknown linear updater D:\a\ml-builds\ml-builds\xgboost\src\linear\linear_updater.ccLinearTrainParamZ Z Z Z p2x[ nZ  \ @[ \ x[ n\ g \ ] xs h `s unknown coordinate selector: D:\a\ml-builds\ml-builds\xgboost\src\linear\coordinate_common.h w `z t | CoordinateUpdaterlinear_train_paramcoordinate_paramUpdateFeaturecoord_descentUpdate linear model according to coordinate descent algorithm.top_kThe number of top features to select in 'thrifty' feature_selector. The value of zero means using all the features.CoordinateParam>   д p2  0   Supported options are: {cyclic, shuffle}Unsupported feature selector for shotgun updater. D:\a\ml-builds\ml-builds\xgboost\src\linear\updater_shotgun.ccUpdate linear model according to shotgun coordinate descent algorithm.Flag to print out detailed breakdown of runtime.debug_verboseConsoleLoggerParamWARNING: DEBUG: INFO: Residual deviance for gamma regression.hnnn  Negative log-likelihood for gamma regression.nnn 0 Binary classification error.xnnn@  tweedie-nlogliktweedie-nloglik@rho for tweedie regression.label set is emptyhint: use merror or mlogloss for multi-class classificationlabel and prediction size not match, preds.Size() == info.labels_.Size()rmsermslemaeloglossmpheunable to parse the threshold value for the error metricsscanf(param, "%f", &threshold_) == 1D:\a\ml-builds\ml-builds\xgboost\src\metric\elementwise_metric.cuerrorpoisson-nloglikgamma-deviancegamma-nlogliktweedie-nloglik must be in format tweedie-nloglik@rhoCheck failed: param != nullptrtweedie variance power must be in interval [1, 2)Check failed: rho_ < 2 && rho_ >= 1tweedie-nloglik@%fnnn @ Rooted mean square error.8nnnP  Rooted mean square log error.nnn     P p2` ` p  p2Mean absolute error.   p p2Hnnn `     p2   0 p2Mean Pseudo Huber error.@ @ `  p2nnn@ P     p2   ` p2Negative loglikelihood for logistic regression.0 0 @ P p2Xnnnp  ` ` p  p2Negative loglikelihood for poisson regression.nnn  $_p0@Unknown metric function D:\a\ml-builds\ml-builds\xgboost\src\metric\metric.cc. Resorting to the CPU builderCannot find a GPU metric builder for metric nnn # merrornnn# 0' mlogloss@' @' P' ' p2`' ' ' ' p2Multiclass classification error.Multiclass negative loglikelihood.preds.Size() == 0D:\a\ml-builds\ml-builds\xgboost\src\metric\multiclass_metric.culabel and prediction size not matchCheck failed: preds.Size() % info.labels_.Size() == 0 use logloss for binary classificationmlogloss and merror are only used for multi-class classification,nclass >= 1U in label but found num_class=MultiClassEvaluation: label must be in [0, num_class),Check failed: label_error >= 0 && label_error < static_cast(n_class) @0 AUC-PR: error in calculationCheck failed: !auc_errorAUC-PR: the dataset only contains pos or neg samplesAUC-PR: AUC > 1.0dat[0] <= dat[1]amsAMS metric for higgs.Area under curve for both classification and rank.0 Area under PR curve for both classification and rank.preprecision@k for rank.ndcg@@1 @1 P1 1 p21 1 1 1 p2ndcg@k for rank.@2 2 2 P2 p2map`2 `2 p2 2 p2map@k for rank.@2 2 2 P3 p2`3 `3 p3 3 p2@3 3 3  4 p2Negative log partial likelihood of Cox proportioanl hazards model.04 0 ; nnn`4 ; AMS must be in format ams@kD:\a\ml-builds\ml-builds\xgboost\src\metric\rank_metric.ccams@metric AMS do not support distributed evaluationCheck failed: !distributedbest-ams-ratio=PB nnn; @B label set cannot be emptyinfo.labels_.Size() != 0Ulabel size predict size not matchEvalAuc: group structure must match number of predictiongptr.back() == info.labels_.Size()auc@pJ nnnB `J +must specify group when constructing rank filegptr.size() != 0UEvalRank: group structure must match number of predictiongptr.back() == preds.Size()%u[-]?HpJ nnnB `J J pJ nnnB `J PK xpJ nnnB `J K ` nnnPN Q Cox metric does not support distributed evaluationcox-nloglikPB nnnQ PX EvalAucPR: group structure must match number of predictionaucprAUC: the dataset only contains pos or neg samplesdat[1] > 0.0f@Unknown probability distributionaft_loss_paramNegative log likelihood of Accelerated Failure Time model.nn` @ p labels_lower_bound cannot be emptyinfo.labels_lower_bound_.Size() != 0Ulabels_upper_bound cannot be emptyinfo.labels_upper_bound_.Size() != 0Upreds.Size() == info.labels_lower_bound_.Size()preds.Size() == info.labels_upper_bound_.Size()h    p2   0 p2ndata == labels_upper_bound.Size()interval-regression-accuracy0 p   P @ aft-nloglikAFT metric must be configured first, with distribution type and scaleCheck failed: metric_D:\a\ml-builds\ml-builds\xgboost\src\metric\survival_metric.cuH nn p @ Check failed: base <= 10 && base >= 2 nn  @ X nn  @ -q=-DT!@AFT loss functionNot part of device code. WITH_CUDA: D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/transform.h    p2p   0 @  n info.labels_lower_bound_.Size() == ndataD:\a\ml-builds\ml-builds\xgboost\src\objective\aft_obj.cuinfo.labels_upper_bound_.Size() == ndataNumber of weights should be equal to number of data points.info.weights_.Size() == ndataUnrecognized distributionsurvival:aftؗҜ<@@.@.01 01 @1 p1 p2Hinge loss. Expects labels to be in [0,1f]` n7 n1 7 P6   D:\a\ml-builds\ml-builds\xgboost\src\objective\hinge.cu, label.size=preds.size=labels are not correctly providedbinary:hingepreds.Size(): num_class: label.Size() * num_class: SoftmaxMultiClassObj: label size and pred size does not match. Check failed: preds.Size() == (static_cast(param_.num_class) * info.labels_.Size())D:\a\ml-builds\ml-builds\xgboost\src\objective\multiclass_obj.cuSoftmaxMultiClassObj: label must be in [0, num_class).softmax_multiclass_param(index_ + n) <= span_->size()Softmax for multi-class classification, output class index.Softmax for multi-class classification, output probability distribution.(_count == dynamic_extent) ? (_offset <= size()) : (_offset + _count <= size())? ? ?  ? p2(0? 0? @? P? p2 I H 0E `? p@ # E  E  Number of output class in the multi-class classification.SoftmaxMultiClassParamObjective candidate: ` Unknown objective function: `D:\a\ml-builds\ml-builds\xgboost\src\objective\objective.ccz y w `r ps w n  Pairwise rank objective.0z y   `r z w n  LambdaRank with NDCG as objective.z y P `r  w n  LambdaRank with MAP as objective.lambda_rank_paramD:\a\ml-builds\ml-builds\xgboost\src\objective\rank_obj.cugroup pointer back: labels size: group ponter size: group structure not consistent with #rowsCheck failed: gptr.size() != 0 && gptr.back() == info.labels_.Size() gradients on CPU.Computing rank:pairwiserank:ndcgrank:map@0 0 @  p2    p2@   @ p2num_pairsampleNumber of pair generated for each instance.fix_list_weightNormalize the weight of each list by this value, if equals 0, no effect will happenLambdaRankParam `    @    Regression with squared error.H ` `  `     Regression with root mean squared logarithmic error. `   @ @ @        p2     0  p2Logistic regression for probability regression task.X `    `         p2    p p2Regression Pseudo Huber error.     p2 `    7 @       P p2Logistic regression for binary classification task. ` ` p  p2h `    @B    Logistic regression for classification, output score before logistic transformation.reg:linear is now deprecated in favor of reg:squarederror.D:\a\ml-builds\ml-builds\xgboost\src\objective\regression_obj.cureg:linear % 0$ 0" p       `% `% p% % p2 % % %  & p2 0& 0& @& & p2 & & & & p2PoissonRegression: label must be nonnegativepoisson_regression_paramPossion regression for count data.x` n. n& Q @.   MetaInfo::LabelArgsort failed!CoxRegression: labels must be in sorted order, Check failed: last_abs_y <= abs_ysurvival:coxCox regression for censored survival data (negative labels are considered censored). `6 nP5 n/     GammaRegression: label must be nonnegativereg:gammaGamma regression for severity data. @B PA P? 6 9 ;    TweedieRegression: label must be nonnegativereg:tweedietweedie_regression_paramTweedie regression for insurance data.reg_loss_paramlabel must be greater than -1 for rmsle so that log(label + 1) can be valid.reg:squaredlogerrorbase_score must be in (0,1) for logistic loss, got: Check failed: base_score > 0.0f && base_score < 1.0fD:\a\ml-builds\ml-builds\xgboost\src\objective\./regression_loss.hlabel must be in [0,1] for logistic regressionreg:logisticreg:pseudohubererrorbinary:logisticbinary:logitrawLabel set is empty.Loss: scale_pos_weightScale the weight of positive examples by this factorRegLossParamMaximum delta step we allow each weight estimation to be. This parameter is required for possion regression.PoissonRegressionParamtweedie_variance_powerTweedie variance power. Must be between in range [1, 2).TweedieRegressionParamNumber of columns in data must equal to trained model.m->NumColumns() == model.learner_model_param->num_feature requested=The any container is emptyCheck failed: type_ != nullptrD:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/any.h stored=The stored type mismatchCheck failed: *(type_->ptype_info) == typeid(T) 0 0 @  p20  nН   0   out_preds->size() == p_fmat->Info().num_row_ * model.learner_model_param->num_output_groupD:\a\ml-builds\ml-builds\xgboost\src\predictor\cpu_predictor.ccmodel.learner_model_param->num_output_group != 0out_preds->Size() == nThe base margin must be an array of length Ignoring the base margin, since it has incorrect length. . = * [num_class] * [number of data points], i.e. [number of data points], i.e. base_score = Instead, all data points will use tree_begin == 0predts->version >= tree_beginpredts->version == 0output_groups != 0ntree_limit != 0beg_version <= end_versiondelta <= model.trees.size()Check failed: out_preds->Size() == output_groups * dmat->Info().num_row_ || out_preds->Size() == dmat->Info().num_row_Data type is not supported by CPU Predictor.ncolumns != 0Make predictions using CPU.model.param.size_leaf_vector == 0Check failed: container_.find(m) != container_.cend()D:\a\ml-builds\ml-builds\xgboost\src\predictor\predictor.cc has expired.[Internal error]: DMatrix: Check failed: container_.at(m).ref.lock()Unknown predictor type invalid unordered_map keyunordered_map/set too longinvalid hash bucket countWith error: Failed to parse feature interaction constraint: D:\a\ml-builds\ml-builds\xgboost\src\tree\constraints.ccnewsize != 0Found floating point number in interaction constraintsstd::floor(d) == dD:\a\ml-builds\ml-builds\xgboost\src\tree\param.ccUnknown value type for interaction constraint: PPQpQp2P QQQRp2D:\a\ml-builds\ml-builds\xgboost\src\tree\split_evaluator.cc ` Rn RTSTpUnElasticNet does not accept an inner SplitEvaluatorCheck failed: r->params_elastic_netUse an elastic net regulariserP ]V0V`W`PXpYYZMonotonicConstraint must be given an inner evaluatorCheck failed: c->params_Check failed: !std::isnan(mid)Check failed: nodeid < upper_.size()monotonicEnforces that the tree is monotonically increasing/decreasing w.r.t. specified featuresUnknown SplitEvaluator Failed to parse graphviz parameters: " edge graph [ {key}="{value}" ] {key}{value}The following parameters for graphviz are not recognized:  hhiip2  i i0i@ip2{child}{color}yes, missingno{is_missing} {nid} [ label="{fname}{<}{cond}" {params}] <{<} {nid} -> {child} [label="{is_missing}" color="{color}"] {nid} [ label="leaf={leaf-value}" {params}] {leaf-value}{parent} {left} {right} PiPi`i0jp2digraph { graph [ rankdir={rankdir} ] {graph_attrs} {nodes}}{rankdir}{graph_attrs}dotDump graphviz representation of tree @j@j@j@j+`j+n+popos != std::string::nposD:\a\ml-builds\ml-builds\xgboost\src\tree\tree_model.ccUnknown feature map type.FeatureMap feature index exceed boundidx < names_.size()D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./json.h, Expect '"' but get 'Error atch == '\"'unknown string escape \, Expect '"' but reach end of line , Expect '{' but get 'ch == '{', JSON object expect '}' or ',' 'ch == ',', Expect ':' but get 'ch == ':' x }~`jopo{tabs}{nid}:leaf={leaf}{stats},cover={cover}{tabs}{nid}{leaf}{cover}{stats}{nid}:[{fname}] yes={yes},no={no}{fname}{yes}{cond}{left}{right}{missing}{tabs}{nid}:[{fname}<{cond}] yes={left},no={right},missing={missing}{tabs}{nid}:[f{fname}<{cond}] yes={left},no={right},missing={missing},gain={loss_chg},cover={sum_hess}{loss_chg}{sum_hess}{parent}{stat} {left} {right}{stat}{nodes}Dump text representation of tree ` pnpo { "nodeid": {nid}, "leaf": {leaf} {stat}}, "cover": {sum_hess} "nodeid": {nid}, "depth": {depth}, "split": "{fname}", "yes": {yes}, "no": {no}{depth} "nodeid": {nid}, "depth": {depth}, "split": "{fname}", "split_condition": {cond}, "yes": {left}, "no": {right}, "missing": {missing} "nodeid": {nid}, "depth": {depth}, "split": {fname}, "split_condition": {cond}, "yes": {left}, "no": {right}, "missing": {missing}, "gain": {loss_chg}, "cover": {sum_hess}{{properties} {stat}, "children": [{left}, {right} {indent}]}{properties}{newline}{indent}{nodes}{newline}Dump json representation of tree Line yes_color`, around ^`no_colorcondition_node_paramsleaf_node_paramsgraph_attrs @j@j@j@j`j0double 0a` 'q`PPnum_nodesNumber of features used in tree construction.num_deletedSize of leaf vector, reserved for vector tree bn(qpPQmin_split_lossMinimum loss reduction required to make a further partition.max_depthMaximum depth of the tree; 0 indicates no limit; a limit is required for depthwise policymax_leavesMaximum number of leaves; 0 indicates no limit.max_binif using histogram-based algorithm, maximum number of bins per featuregrow_policydepthwiselossguideTree growing policy. 0: favor splitting at nodes closest to the node, i.e. grow depth-wise. 1: favor splitting at nodes with highest loss change. (cf. LightGBM)min_child_weightMinimum sum of instance weight(hessian) needed in a child.L2 regularization on leaf weightL1 regularization on leaf weightdefault_directionlearnleftrightDefault direction choice when encountering a missing valueMaximum delta step we allow each tree's weight estimate to be. If the value is set to 0, it means there is no constraintsubsampleRow subsample ratio of training instance.sampling_methodgradient_basedSampling method. 0: select random training instances uniformly. 1: select random training instances with higher probability when the gradient and hessian are larger. (cf. CatBoost)colsample_bynodeSubsample ratio of columns, resample on each node (split).colsample_bylevelSubsample ratio of columns, resample on each level.colsample_bytreeSubsample ratio of columns, resample on each tree construction.sketch_epsEXP Param: Sketch accuracy of approximate algorithm.sketch_ratioEXP Param: Sketch accuracy related parameter of approximate algorithm.cache_optEXP Param: Cache aware optimization.refresh_leafWhether the refresh updater needs to update leaf values.monotone_constraintsConstraint of variable monotonicityinteraction_constraintsConstraints for interaction representing permitted interactions.The constraints must be specified in the form of a nest list,e.g. [[0, 1], [2, 3, 4]], where each inner list is a group ofindices of features that are allowed to interact with each other.See tutorial for more informationsplit_evaluatorelastic_net,monotonicThe criteria to use for ranking splitssparse_thresholdpercentage threshold for treating a feature as sparseenable_feature_groupingif >0, enable feature grouping to ameliorate work imbalance among worker threadsmax_conflict_ratewhen grouping features, how many "conflicts" to allow.conflict is when an instance has nonzero values for two or more features.default is 0, meaning features should be strictly complementary.max_search_groupwhen grouping features, how much effort to expend to prevent singleton groups. We'll try to insert each feature into existing groups before creating a new group for that feature; to save time, only up to (max_search_group) of existing groups will be considered. If set to zero, ALL existing groups will be examined.gamman_nodes != 0TreeParamTrainParamUnknown Model Builder:#0000FFEdge color when meets the node condition.#FF0000Edge color when doesn't meet the node condition.rankdirPassed to graphiz via graph_attr.Conditional node configurationLeaf node configurationAny other extra attributes for graphviz `graph_attr`.GraphvizParamfi->Read(¶m, sizeof(TreeParam)) == sizeof(TreeParam)param.num_nodes != 0fi->Read(dmlc::BeginPtr(nodes_), sizeof(Node) * nodes_.size()) == sizeof(Node) * nodes_.size()fi->Read(dmlc::BeginPtr(stats_), sizeof(RTreeNodeStat) * stats_.size()) == sizeof(RTreeNodeStat) * stats_.size()static_cast(deleted_nodes_.size()) == param.num_deletedparam.num_nodes == static_cast(nodes_.size())param.num_nodes == static_cast(stats_.size())param.deprecated_num_roots == 1tree_paramloss_changesloss_changes.size() == n_nodessum_hessiansum_hessian.size() == n_nodesbase_weightsbase_weights.size() == n_nodesleaf_child_countsleaf_child_counts.size() == n_nodesleft_childrenlefts.size() == n_nodesright_childrenrights.size() == n_nodesparentsparents.size() == n_nodessplit_indicesindices.size() == n_nodessplit_conditionsconds.size() == n_nodesdefault_leftdefault_left.size() == n_nodesparent != RegTree::kInvalidNodeIdstatic_cast(deleted_nodes_.size()) == param.num_deletedget(out["tree_param"]["num_nodes"]) == std::to_string(param.num_nodes)this->node_mean_values_.size() > 0U must have zero weightUnique path unique_path[i].pweight == 0HgY?@חAUnknown tree updater D:\a\ml-builds\ml-builds\xgboost\src\tree\tree_updater.ccGrow tree with parallelization over columns.features.size() > 0D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/random.hh P)`1 @`h PP!P!train_paramcolmaker_train_paramgrow_colmakerUpdater `grow_colmaker` or `exact` tree method doesn't support distributed training.D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_colmaker.ccD:\a\ml-builds\ml-builds\xgboost\include\xgboost/tree_model.hCheck failed: node.IsLeaf()number of nodes in the tree exceed 2^31param.num_nodes < std::numeric_limits::max()fmat.Info().num_row_ == position_.size()gradient-based sampling is only support by GPU Hist.Only uniform sampling is supported, param_.sampling_method == TrainParam::kUniformSupport for `cache_opt' is removed in 1.0.0Check failed: param_.cache_opt pos=ridx=ridx exceed bound ridx < position_.size() p2seedopt_dense_colEXP Param: speed optimization for dense column.ColMakerTrainParamTree constructor that uses approximate histogram construction.grow_histmakerD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_histmaker.cc @k@kpkkkmax_depth must be larger than 0Check failed: param_.max_depth > 0Tree constructor that uses approximate global of histogram construction. k  l l0llp2  llllp2node2workindex_[nid] == static_cast(wid), n= check quantile stats, nbig=D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/quantile.h, chunk=, range=, maxsize= srcsize=quantile: too many large chunkCheck failed: nbig < n, v=, wmin=, rmax=] rmin=ret > 0UD:\a\ml-builds\ml-builds\xgboost\src\tree\param.hfid * 2 < fminmax_.size()D:\a\ml-builds\ml-builds\xgboost\src\tree\./updater_basemaker-inl.hFeatHelper fid exceed query bound fid * 2 + 1 < fminmax_.size()X p`P!PP!l @olomgrow_local_histmakeristart != hist.size, hist.size=fv=]=hist[, hist.last=Check failed: tree[nid].IsLeaf()summary_array_.size() == sketchs_.size()offset == -2this->wspace_.rptr.size() == (fset.size() + 1) * this->qexpand_.size() + 1 P`P!PP! @lo this->qexpand_.size() == 1Uthis->wspace_.rptr.back() == this->wspace_.cut.size(), stemp.sizeinvalid maximum size max_size=sketch->temp.size < max_size, size=, naxt_goal=, sum_total=INFO: rmax=, stemp.size=Finalize: invalid maximum size, max_size=sketch->temp.size <= max_size 0`P!PP! @+n+o:Pruner that prune the tree according to statistics.( @.@.P..p2 4/@1.`3P!.TreePrunerprunePrunerUpdateD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_prune.ccCheck failed: !tree[pid].IsLeaf() pruned nodes, max_depth= extra nodes, tree pruning end, Check failed: nodes_[nodes_[rid].LeftChild() ].IsLeaf()Check failed: nodes_[nodes_[rid].RightChild()].IsLeaf()nid >= 10 @@@@p2 AAA@Ap2use grow_quantile_histmaker instead.grow_fast_histmaker is deprecated, D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_quantile_hist.ccD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/hist_util.hgrow_fast_histmaker(Deprecated, use grow_quantile_histmaker instead.) Grow tree using quantized histogram.Grow tree using quantized histogram. 0M0HKPAP!`DG MQuantileHistMakercpu_hist_train_paramhttps://xgboost.readthedocs.io/en/latest/tutorials/saving_model.htmllong term. For more details and explanation, see upcoming XGBoost releases. Please use xgb.save() instead to preserve models for the using saveRDS() or pickle.dump() so that the model remains accessible in current and was saved with saveRDS() in R or pickle.dump() in Python. We strongly ADVISE AGAINST by a previous version of XGBoost. A likely cause for this warning is that the model Attempted to load interal configuration for a model file that was generated D:\a\ml-builds\ml-builds\xgboost\src\tree\./updater_quantile_hist.hCheck failed: e.begin != nullptrD:\a\ml-builds\ml-builds\xgboost\src\common\row_set.helem_of_each_node_.size() == 0Un_left + n_right == e.Size()begin + n_left <= e.endbegin + n_left + n_right == e.endbegin < endD:\a\ml-builds\ml-builds\xgboost\src\common\threading_utils.hi < first_dimension_.size()i < ranges_.size()gmat.cut.Ptrs()[fid + 1] - gmat.cut.Ptrs()[fid] <= max_valD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/column_matrix.hgmat_bin_size == kUint32BinsTypeSizebins_type_size_ == kUint32BinsTypeSizesingle_precision_histogramUse single precision to build histograms.CPUHistMakerTrainParam0 + -GmatInitializationQuantile::BuilderUpdateCheck failed: (*p_last_tree_)[nid].IsLeaf()UpdatePredictionCacheout_preds.size() > 0Uat least one should be a positive quantity.max_depth or max_leaves cannot be both 0 (unlimited); Check failed: (param_.max_depth > 0 || param_.max_leaves > 0)when grow_policy is depthwise.max_depth cannot be 0 (unlimited) min_nbins_per_feature > 0UEvaluateSplitsApplySplitupper_bound < static_cast(std::numeric_limits::max())InitNewNodeBuildLocalHistogramsSplitSiblingsBuildNodeStatsExpandWithLossGuide@ [ @ W[  `[  S[  #[  [[ ` [ ` U[ nid < nodes_tid < nthreads_nodes == targeted_hists.size()row_ptr_[nid] != kMaxdata_ || size_ == 0hist_total == hist_memory_.size()row_ptr_[nid] == kMaxSyncHistogramsSyncHistogramsAllreduceAddHistRowscut_ptr[fid] <= static_cast(std::numeric_limits::max())cut_ptr[fid + 1] <= static_cast(std::numeric_limits::max())end > begin! P7P77:p2! p7p77 :p2Refresher that refreshes the weight and statistics according to data." R``KP!Krefresh" SS0S@Sk# PSPS`SpSp2batch.Size() < std::numeric_limits::max()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_refresh.cc# Pc`P!`dP!Pd grow_skmakerqexpand_.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_skmaker.cc$ ccc@dp2Approximate sketching maker.$ ` nnnP!дP!. %  Pp2Syncher that synchronize the tree in all distributed nodes.%s, shutting down process %s, rabit is configured to keep process running %s% `++++++++++++++& Pзn1 1P!@j0EmptyEngine:: Allgather is not supportedEmptyEngine:: GetRingPrevRank is not supportedEmptyEngine:: Allreduce is not supported,use Allreduce_ insteadEmptyEngine is not fault tolerantunknown enum_opunknown data_type&  Read pickle stringnot implemented' PDataType does not support bitwise or operation' n++++ +( p++++.part.splitonly one `#` is allowed in file path for cachefile specificationname_cache.size() == 1UD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io/uri_spec.h for key in arg Invalid uri argument formatCheck failed: std::getline(is, kv.first, '=') for value in arg Check failed: std::getline(is, kv.second)name_args.size() == 1U( 0Kp@  nl++` ++) 0Kp@  nl@`` ) 0Kp@  nlP!` p* 0P`P!P* @0  stdinrbSingleFileSplit: fail to open Check failed: fp_ != NULLD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io/single_file_split.hCheck failed: part_index == 0 && num_parts == 1InputSplit do not support write + p@, +++ , @C~+    0Failed to initialize CachedIterCheck failed: this->InitCachedIter()D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io/cached_input_split.hResetPartition is not supported in CachedInputSplit has invalid cache file formatCheck failed: nread == sizeof(size)Check failed: fi_->Read(p->begin, size) == sizeh- @p hdfs://viewfs://Please compile with DMLC_USE_HDFS=1 to use hdfsD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io.ccs3://http://https://Please compile with DMLC_USE_S3=1 to use S3azure://Please compile with DMLC_USE_AZURE=1 to use Azureunknown filesystem protocol invalid input parameter for InputSplit::CreateCheck failed: part < nsplitindexed_recordioneed to pass index file to use IndexedRecordIOrecordiounknown input split type BeforeFirst is not supported- p2h. @p2. ```pp2h/ @@@`p2/   Pp2h0 pp2sign == true@D +m/++D  m/+B !m/`4 p"+`!`"++`6 ""`!`"""+`5 )"`!`"""0#7 `-+++libfmcsv7 -@C~6 -**`"`,p,8 /+./++9 0./0+8  7./0P0 ; 9+++qid:Check failed: out->label.size() + 1 == out->offset.size()P: 9@C~9 0:77/9p,H; )"`!`""":;  7./0@Cx< `Q"`!`"""K= pW./0Qchunk.size != 0UD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./text_parser.h0? W+`!`"++? X"`!`"""+= ^"`!`"""PXparam_.format == "csv"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/csv_parser.hMust have distinct columns for labels and instance weightsCheck failed: param_.label_column != param_.weight_column || param_.label_column < 0Check failed: out->field.size() == out->index.size()E P^P^p^^p2param_.format == "libfm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/libfm_parser.hE ^^__p2' as the delimiter to separate fields.Expected '' is not found in the line. Delimiter 'Check failed: out->weight.size() == 0 || out->weight.size() + 1 == out->offset.size()cannot call ParseNextD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/parser.hF  _ _p^@_p2@ _+./++F P_P__p_p2@ _./0+X? e./0`param_.format == "libsvm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./libsvm_parser.hB g+f`"++hB pg"f`""`g+A `m"f`""`ggformatFile formatindexing_modeIf >0, treat all feature indices as 1-based. If =0, treat all feature indices as 0-based. If <0, use heuristic to automatically detect mode of indexing. See https://en.wikipedia.org/wiki/Array_data_type#Index_origin for more details on indexing modes.If >0, treat all field and feature indices as 1-based. If =0, treat all field and feature indices as 0-based. If <0, use heuristic to automatically detect mode of indexing. See https://en.wikipedia.org/wiki/Array_data_type#Index_origin for more details on indexing modes.File format.label_columnColumn index (0-based) that will put into label.delimiterDelimiter used in the csv file.weight_columnColumn index that will put into instance weights.LibSVMParserParamLibFMParserParamCSVParserParamG  +++0G +++XG +++G +++G P+++G +++Unknown data type D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data.cclabel.size() + 1 == offset.size()D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./row_block.hoffset.back() == index.size()Check failed: offset.back() == value.size() || value.size() == 0H HI JI HJ 0HJ HK HK HL  IM HL I bytesfile do not align by Check failed: files_[i].size % align_bytes == 0D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\input_split_base.ccCheck failed: offset_end_ >file_offset_[file_ptr_end_]Check failed: file_ptr_end_ < files_.size()This could due to compiler version, g++-4.9 is needed bad regex Cannot find any files that matches the URI pattern files_.size() != 0U,fileoffset=,fileptr=,end=,begin=curr=offset[file offset not calculated correctlyG G`e@)@()$^.*+?[]|\-{},:=! N GM FXR H,8 DHLXdp|HHDalnumalnumalphablankblankcntrlcntrldddigitdigitgraphgraphlowerlowerprintprintpunctpunctspacespacessupperupperwxdigitxdigitCheck failed: begin != endD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\line_split.ccinvalid record io formatCheck failed: fi->Read(&lrec, sizeof(lrec)) != 0D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\recordio_split.cc(reinterpret_cast(begin) & 3UL) == 0U(reinterpret_cast(end) & 3UL) == 0UCheck failed: p >= pbegin + 2Invalid RecordIO FormatCheck failed: chunk->begin + 2 * sizeof(uint32_t) <= chunk->end(reinterpret_cast(chunk->begin) & 3UL) == 0U(reinterpret_cast(chunk->end) & 3UL) == 0UCheck failed: chunk->begin <= chunk->endCheck failed: cflag == 1UCheck failed: p[0] == RecordIOWriter::kMagicIndexedRecordIOSplitter does not support multiple index filesexpanded_list.size() == 1ulD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\indexed_recordio_split.ccN P@@FileStream.Write incompleteCheck failed: std::fwrite(ptr, 1, size, fp_) == sizeD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\local_filesys.ccCheck failed: !_fseeki64(fp_, pos, SEEK_SET) error: LocalFileSystem.GetPathInfo: /*LocalFileSystem.ListDirectory Invalid character sequence.": LocalFileSystem::Open "Check failed: fname_length > 0stdinstdoutfile://wbrrbCheck failed: allow_nullbad allocationO   bad function callO  PP  Pregex_error(error_collate): The expression contained an invalid collating element name.regex_error(error_ctype): The expression contained an invalid character class name.regex_error(error_escape): The expression contained an invalid escaped character, or a trailing escape.regex_error(error_backref): The expression contained an invalid back reference.regex_error(error_brack): The expression contained mismatched [ and ].regex_error(error_paren): The expression contained mismatched ( and ).regex_error(error_brace): The expression contained mismatched { and }.regex_error(error_badbrace): The expression contained an invalid range in a { expression }.regex_error(error_range): The expression contained an invalid character range, such as [b-a] in most encodings.regex_error(error_space): There was insufficient memory to convert the expression into a finite state machine.regex_error(error_badrepeat): One of *?+{ was not preceded by a valid regular expression.regex_error(error_complexity): The complexity of an attempted match against a regular expression exceeded a pre-set level.regex_error(error_stack): There was insufficient memory to determine whether the regular expression could match the specified character sequence.regex_error(error_parse)regex_error(error_syntax)regex_error m o&R  7d ) pP' ({W!''   2na i )   ' @'dA'e?'f5'g' E'jM'kF'l7'm'Q'n4'p'&'H'q('8'sO'&B'tD'uC'vG'w:'{I'~6'=';'9'L'3'f d0 e@ qX p !   h  j gk l8Pmh)&(n o8*Phstuvw0 @yX'`xxz{|8HX}h~x ip( 8P`x$ " 0Phrxaddress family not supportedaddress in useaddress not availablealready connectedargument list too longargument out of domainbad addressbad file descriptorbad messagebroken pipeconnection abortedconnection already in progressconnection refusedconnection resetcross device linkdestination address requireddevice or resource busydirectory not emptyexecutable format errorfile existsfile too largefilename too longfunction not supportedhost unreachableidentifier removedillegal byte sequenceinappropriate io control operationinterruptedinvalid argumentinvalid seekio erroris a directorymessage sizenetwork downnetwork resetnetwork unreachableno buffer spaceno child processno linkno lock availableno message availableno messageno protocol optionno space on deviceno stream resourcesno such device or addressno such deviceno such file or directoryno such processnot a directorynot a socketnot a streamnot connectednot enough memorynot supportedoperation canceledoperation in progressoperation not permittedoperation not supportedoperation would blockowner deadpermission deniedprotocol errorprotocol not supportedread only file systemresource deadlock would occurresource unavailable try againresult out of rangestate not recoverablestream timeouttext file busytimed outtoo many files open in systemtoo many files opentoo many linkstoo many symbolic link levelsvalue too largewrong protocol typeunknown errorP `e@)*C0123456789abcdefghijklmnopqrstuvwxyz! 0123456789abcdefghijklmnopqrstuvwxyzA)! @DD $(,048awbabr+w+a+r+bw+ba+b !"2* #3+(Q $Pbad exceptionQ ,))$1(R nn\#1R nn#1xS -4/4/|/-S -L/L//nxT -(/d/p/-HU 111h1nU 121h1nHV 11t1\1h08 $ 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