vendor/xgboost.dll in xgb-0.2.1 vs vendor/xgboost.dll in xgb-0.3.0

- old
+ new

@@ -1,150 +1,194 @@ MZ@ !L!This program cannot be run in DOS mode. -$I h9hhh 8 q Rich PEdHB^" $`\<L%+,(+.text̝ `.rdata,/0@@.data@.pdataLn@@_RDATA@@@.rsrcB@@.reloc%&D@BH(g)jH(H(GEkH(H\$H|$UHl$HHH3HEGHEHE3H}HE@}DGH.HMQH}7HE?@}'DGHHM'QHHEHEHEHEHEHHU'HHH HEH;tHUH}HCULEQHKXHU6HMHtHHUH;P H}H9jHU?Hr-HHM'HHrH'HIH+HHws讶H}7HE?E'HUHr-HHMHHrH'HIH+HHw&gHMGH3跸L$I[I{I]))H\$H|$UHl$HHH3HEGHEHE3H}HE@}DG3HHMMPH}7HE?@}'DGHqHM'(PHHHEHEHEHEHEǓHHU'kHHH HEH;tHUH}HCULEOHKXHU膖HMHtHHUH;P H}HiHU?Hr-HHM'HHrH'HIH+HHwsH}7HE?E'HUHr-HHMHHrH'HIH+HHw&跴HMGH3L$I[I{I] ((H(H@hH(H(臍H(hH(H( - iH(H(g -hH(H\$H|$UHl$HHH3HEGHEHE3H}HE@}DGHHMNH}7HE?@}'DGHHM'MHHEHEHEHEHE藑HHU';HHH HEH;tHUH}HCULEMHKXHUVHMHtHHUH;P H}H1hHU?Hr-HHM'HHrH'HIH+HHwsβH}7HE?E'HUHr-HHMHHrH'HIH+HHw&臲HMGH3״L$I[I{I]%%H\$H|$UHl$HH -H3HEGHEHE3H}HE@}DG%HHMmLH}7HE?@}'DGHHM'HLH(HEHEHEHEHEHHU'苕HHH HEH;tHUH}HCULEKHKXHU覒HMHtHHUH;P 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H\$0HtJHHH+HHrHIH'H+HHwvq'WHWfWH 0HtJH4HH+HHrHIH'H+HHw 'WHfH(sH itH )dH TH DH I4H SHHH(HH HH+H\$0H3HtKH|$ H<Ht#HH6&HH HHH+HH;rH|$ H .LHH M@IH |H%H SH\$0HtJHRHH+HHrHIH'H+HHwv%WHfH HtJHHH+HHrHIH'H+HHw ;%WHfH(蓘H(HH HH+H\$0H3HtKH|$ H<Ht#HH$HH HHH+HH;rH|$ H }-LHH |M@HH lHf$H CH\$0HtJHBHH+HHrHIH'H+HHwv!$WHfH HtJHHH+HHrHIH'H+HHw #WHfH(#H(HH HH+H\$0H3HtKH|$ H<Ht#HHV#HcH THHH+HH;rH|$ H v ,LZHSH LM@GH <H"H H\$0HtJHHH+HHrHIH'H+HHwv"WHfH HtJHHH+HHrHIH'H+HHw ["WHifQH(賕H(H}H nHH+H\$0H3HtKH|$ H<Ht#H/H!H3H $HHH+HH;rH|$ H F*L*H#H M@EH H!H H\$0HtJHHH+HHrHIH'H+HHwvA!WHfH pHtJHtHH+HHrHIH'H+HHw WH9f!H(CH(HmH ^HH+H\$0H3HtKH|$ H<Ht#HHv H#H HHH+HH;rH|$ H 6-)LHH M@3DH H H H\$0HtJHHH+HHrHIH'H+HHwvWHfH `HtJHdHH+HHrHIH'H+HHw {WH)fH(ӒH(H=H .HH+H\$0H3HtKH|$ H<Ht#HOHHH HHH+HH;rH|$ H 'LHH M@BH HH H\$0HtJHHH+HHrHIH'H+HHwvaWHWfWH 0HtJH4HH+HHrHIH'H+HHw WHfH(cH YdH TH )DH IT$H(HH HH+H|$ H3HtUH\$0HHt-H Ht -HHLHH zHHH+HH;rH\$0H|$ HtJHbH+HHrLAH'I+HAHw.IWH'fH H(%6H(H4Hr0H 4HHHrHIH'H+HHw'sHd4Ha4B4H(ďH(H]4Hr0H 84HHHrHIH'H+HHw'H4H43H(TH =t@SH AHHKHHH@MHHtHH4HHHuH [H(H YHt)HH@LHtHHIH(H8HD$ HHcHLHVJHHcHQBTHHH H8H 8H Y`H8HD$ &H H HH2Ht'H2H -rH8H  H &6LpdZH8$,DZn .<F`p(>Rbv*B`r$:Vr"<Pl(8R`n~ (>Tdv lbots9z  -[`ā $ȀԀ @  `@0PP&"@!$0()))*0*+-0@/76P42;`9>0;<?>>>@DB0?@ZVS0PQNF KGpIpZ@U`DPZLZXZ\a\a`aP^0bb`efeeee f@fgmiPkn`prspu wpP{{~Pz~x|yP}<4@0H=x1@Unknown exception1@p2@bad array new length2@3@: P4@4@pf@`generic`5Pf@`iostreamiostream stream error5@bad cast6bad locale namefalsetruep8R p zzz9@,`ios_base::badbit setios_base::failbit setios_base::eofbit set9@-p/:] [P.[[``p``p[`0P[[p0p@`pp[0:.<0[[``p`p[;floatintCheck failed: AssertError:%s -0= ` pread can not have position excceed buffer lengthwrite position exceed fixed buffer size= p 0`?@>fid == static_cast<int>(names_.size())D:\a\ml-builds\ml-builds\xgboost\include\xgboost\./feature_map.hunknown feature type, use i for indicator and q for quantity?hpreval_metricSAVED_PARAM_Check failed: learner_->GetAttr(attr_name, &saved_param_value)D:\a\ml-builds\ml-builds\xgboost\src\c_api\c_api.cc@h@0cannot reset NativeDataIterCheck failed: at_first_will split data among workersXGBoost distributed mode detected, auto vs num_col=mat.info.num_col_ <= num_colmat.info.num_row_ <= num_rowmat.info.num_row_ == offset_vec.size() - 1There are NAN in the matrix, however, you did not set missing=NANCheck failed: nan_missingCheck failed: !badnan[i]float32float64bool8int32int8int16int64Unknown data table type.DMatrix/Booster has not been intialized or has already been disposed.slice does not support group structuresrc.info.group_ptr_.size() == 0UCheck failed: iter->Next()static_cast<xgboost::bst_ulong>(ridx) < batch.Size()labelweightbase_marginUnknown float field name root_indexUnknown uint field name rwtextD:\a\ml-builds\ml-builds\xgboost\include\xgboost\../../src/common/span.hCheck failed: _count >= 0Check failed: _ptr || _count == 0(:R}@ {z`%pA0RfPzfЈvector too longeEpPinvalid string position) vs. (A@p <RprPpnlusk0jhgPvstring too long0123456789-+Ee0123456789ABCDEFabcdef-+Xx0123456789ABCDEFabcdef-+XxPp$@ A _Bmap/set too longCheck failed: impl_ != nullptrD:\a\ml-builds\ml-builds\xgboost\include\xgboost/data.h ================ Monitor: did not get stopped properly.Timer for D:\a\ml-builds\ml-builds\xgboost\src\common\./timer.hus calls @ s, (B`HistCutMatrix does not lie in any group! -Row D:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.ccInitnthread == omp_get_num_threads()summary_array.size() == in_sketchs->size()cut.size() <= std::numeric_limits<uint32_t>::max()cut_size > row_ptr.back()Check failed: cbegin != cendcut.cut.size() > 0Uibegin + inst.size() == iendCheck failed: 0 <= index_ && index_ != span_->size()D:\a\ml-builds\ml-builds\xgboost\src\common\span.hCheck failed: index_ < span_->size(), n= check quantile stats, nbig=D:\a\ml-builds\ml-builds\xgboost\src\common\./quantile.h, chunk=, range=, maxsize= srcsize=quantile: too many large chunkCheck failed: nbig < nCheck failed: _idx >= 0 && _idx < size()invalid init parameterCheck failed: n * limit_size >= maxnCheck failed: nlevel <= limit_size * eps, v=, wmin=, rmax=] rmin=, wgap=, maxgap=mingap=bug in combineCheck failed: size <= sa.size + sb.sizevector<bool> too longfi.Read(&this->size, sizeof(this->size)) == sizeof(this->size)fi.Read(this->data, this->size * sizeof(Entry)) == this->size * sizeof(Entry)o:h㈵>???eACD:\a\ml-builds\ml-builds\xgboost\src\common\host_device_vector.ccSize() == other.Size(), B8C@C`[D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./parameter.h@DTNp0 @890ccInvalid Input: '', valid values are: optional, default=, requiredValue not found in enum declaredenum_back_map_.count(value) != 0U' but value=' expect Invalid Parameter format for EP ~`}0MXF0J`^Not implementedD:\a\ml-builds\ml-builds\xgboost\src\data\../common/io.hFPЊ0MMetaInfo: invalid versionCheck failed: fi->Read(&version, sizeof(version)) == sizeof(version)D:\a\ml-builds\ml-builds\xgboost\src\data\data.ccMetaInfo: unsupported file versionCheck failed: version >= 1 && version <= kVersionMetaInfo: invalid formatCheck failed: fi->Read(&num_row_, sizeof(num_row_)) == sizeof(num_row_)Check failed: fi->Read(&num_col_, sizeof(num_col_)) == sizeof(num_col_)Check failed: fi->Read(&num_nonzero_, sizeof(num_nonzero_)) == sizeof(num_nonzero_)Check failed: fi->Read(&labels_.HostVector())Check failed: fi->Read(&group_ptr_)Check failed: fi->Read(&qids_)Check failed: fi->Read(&weights_.HostVector())Check failed: fi->Read(&root_index_)Check failed: fi->Read(&base_margin_.HostVector())Unknown data typegroupOnly one `#` is allowed in file path for cache file specification.cache_file.find('#') == std::string::npos-.rXGBOOST_TEST_NPART parts of Load part of data entries loaded from matrix with .group groups are loaded from .base_margin base_margin are loaded from .weight weights are loaded from .row.pageUnknown format type .fmt-rawCheck failed: batch.index != nullptroffset_vec.back() == data.Size()other_data.size(): self_data.size(): self_offset.size() == other_offset.size()beg < data.size()ptr < offset.size() exceed bound [ for Parameter value should be greater equal to should be smaller equal to is not presentedRequired parameter optional, default=invalid map<K, T> keyinvalid vector subscriptOOOOCheck failed: info.qids_.empty() || info.qids_.size() == info.num_row_D:\a\ml-builds\ml-builds\xgboost\src\data\simple_csr_source.ccinvalid input file formatCheck failed: fi->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)invalid format, magic number mismatchtmagic == kMagicXG|G|}{P{|}Check failed: page_ != nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\simple_dmatrix.ccPHP Check failed: source_ != nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_dmatrix.cc.sorted.col.page.col.pagepIpp0Invalid SparsePage filepage->offset.Size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_raw_format.ccfi->Read(dmlc::BeginPtr(data_vec), (page->data).Size() * sizeof(Entry)) == (page->data).Size() * sizeof(Entry)fid + 1 < disk_offset_.size()disk_offset_[fid] > curr_offsetfi->Read(dmlc::BeginPtr(data_vec) + offset_vec[i], size_to_read * sizeof(Entry)) == size_to_read * sizeof(Entry)Check failed: page.offset.Size() != 0 && offset_vec[0] == 0offset_vec.back() == page.data.Size()I@`PRaw binary data format.JPpHKpcache_shards.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_source.ccfinfo->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)Invalid page formatCheck failed: fi->Read(&format) written MB/s, in to Writing SparsePageSource::CreateRowPage Finished writing to Unknown page type: Writing to SparsePageSource: Finished writing to Check failed: !producer_sig_processed_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_ == kDestroyCheck failed: cell != 0 || produce_end_.load(std::memory_order_acquire)Check failed: producer_sig_ != kDestroyMake sure you call BeforeFirst not inconcurrent with Next!Check failed: producer_sig_ == kProduceCheck failed: produce_end_.load(std::memory_order_acquire)deque<T> too longLP  PLP`  PSparsePage::Writer Finished writing to name_shards.size() == format_shards.size()D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_writer.ccCheck failed: *out_page == nullptrCheck failed: qrecycle_.Pop(out_page)M`"@p', Possible Arguments: +fsWffoAt6fffnf`f`fpftfuA@Iu3H\$@Ht$HH0_H\$@IHt$HH0_v}Ãʃу؃2AP_nz„΄ڄzDž΅Յ܅E3H\$WH@HHHu +[23`HtH;sIHL$ 4;HL$0HSyt$HH;w +DuHH+HӃH+Hʀ|$8t HL$ HH\$PH@_H(诈3ɄH(HHXHpHxUAVAWHhHE3LHL}3L}HML}'L}/AL}7D}?L}L}L}L}L}D}b:HEϻ9X uD8}t HEǃD6uD8}t HEǃAD8}t HEǃEHUH@E3HM9HE9X uD8}tBHEǃ5褯uD8}t HEǃD8}t HEǃADHUIDH}uHM'H*AD8}tH߫D8}?t HM'ЫL$I[ Is(I{0IA_A^]H(HuX/HH(L3H vH(H%s*H\$UVWAVAWH@HH3HD$0E3L_MH=HLMEHAkHEDMEHHH#Mu HREJfEueHDŽxHtˉAI&$<uA$<uA$<AA+ȋE+#%EBAA@<D:E:AI;IC HNJ$<Ƀ? 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NHHrLAH'I+HAHw*IHNHNzNH(D!H IPH P4HHzQH(HSH ~SHH+H\$0H3HtKH|$ H<Ht#H~HrHCSH 4SHHH+HH;rH|$ H VSY*L:SH3SH ,SM@H SHH RH\$0HtJHRHH+HHrHIH'H+HHwvͭWHRfRH RHtJHRHH+HHrHIH'H+HHw wWHIRf1RH(H(H}QH nQHH+H\$0H3HtKH|$ H<Ht#H}HH3QH $QHHH+HH;rH|$ H FQ(L*QH#QH QM@cH QH袬H PH\$0HtJHPHH+HHrHIH'H+HHwv]WHPfPH pPHtJHtPHH+HHrHIH'H+HHw WH9Pf!PH(3H(HMQH >QHH+H\$0H3HtKH|$ H<Ht#H{H蒫HQH PHHH+HH;rH|$ H Qy'LPHPH PM@H PH2H PH\$0HtJHPHH+HHrHIH'H+HHwvWHgPfgPH @PHtJHDPHH+HHrHIH'H+HHw 藪WH PfOH(H(HQH QHH+H\$0H3HtKH|$ H<Ht#H?zH"HPH PHHH+HH;rH|$ H P &LPHPH PM@H PH©H PH\$0HtJHPHH+HHrHIH'H+HHwv}WH7Pf7PH PHtJHPHH+HHrHIH'H+HHw 'WHOfOH(SH(H OH NHH+H\$0H3HtKH|$ H<Ht#HxH貨HNH NHHH+HH;rH|$ H N$LNHNH NM@H NHRH sNH\$0HtJHrNHH+HHrHIH'H+HHwv WH'Nf'NH NHtJHNHH+HHrHIH'H+HHw 跧WHMfMH(H(HNH NHH+H\$0H3HtKH|$ H<Ht#H_wHBHNH NHHH+HH;rH|$ H N)#LNHNH |NM@H lNHH CNH\$0HtJHBNHH+HHrHIH'H+HHwv蝦WHMfMH MHtJHMHH+HHrHIH'H+HHw GWHMfMH(sH ItH IdH HTH$HnH(HoHr0H nHHHrHIH'H+HHw'蟥HnHnnH(H(HnHr0H nHHHrHIH'H+HHw'/H|nHynZnH(TH L0@SH AHHKHNHH@HHtHHH诤HHNHuH [H(H NHt)HH@LHtHHIkH(H8HD$ HNHcHL}NHJHkNHcHQBTHHHaNH ZN H8H NH NH8HD$ &H UH HH0m HtHmH +rH8H eUH W,P \ n ~  $ 2 J R d z ( 8 D R ` j   , @ L b v  4 N f  " 4 H ^ z   $ 2 F ` t   ( 6 L \ v $ 0 < N ` p   , 8 H X l !*!<!H!X!h!,dH<LX @P @` 0p@0)+&$@(!0#P-/ /@/`/12 6p4<0;97>C@@A DCCDPIG@DEpZV@UQN0PLPZSpI KZXZ`\\0^@fe@cad_`fgffff gj@ghplj noq0stv@{z@~y}@x|y| htpM|}I8GDZ(qUnknown exception8rrbad array new lengthxPyP: yPhzЅ`genericz `iostreamiostream stream errorp{bad cast@| ]]bad locale namefalsetrue}pMpЁttt~P@sios_base::badbit setios_base::failbit setios_base::eofbit set(8t@v:] [t`pА``p`v0І`pАp`w@]]8u8 ` pА``p`floatintAssertError:%s, shutting down process +AssertError:%s, rabit is configured to keep process running +`p  write position exceed fixed buffer size@ read can not have position excceed buffer lengthCheck failed: Pwfid == static_cast<int>(names_.size())D:\a\ml-builds\ml-builds\xgboost\include\xgboost/feature_map.hunknown feature type, use i for indicator and q for quantity]]]]]`Pk:p:+'`]]]ȃ]]]`W]^p]]]@` ]]]P` @]]]@p` ]]] ` 80]]]@]]]]]]0`    cannot reset NativeDataIterCheck failed: at_first_D:\a\ml-builds\ml-builds\xgboost\src\c_api\c_api.ccwill split data among workersXGBoost distributed mode detected, autoXgboost not compiled with cudaDMatrix/Booster has not been intialized or has already been disposed.slice does not support group structurestatic_cast<std::shared_ptr<DMatrix>*>(handle) ->get() ->Info() .group_ptr_.size() == 0USlice only supported for SimpleDMatrix currently.Check failed: dynamic_cast<data::SimpleDMatrix*>(dmat)XGDMatrixSetGroup is deprecated, use `XGDMatrixSetUIntInfo` instead.grouplabelweightbase_marginUnknown float field name group_ptr with comparison Unknown comp uint field name jsonstr.size() > 2str[0] == '{'rwtextCheck failed: _idx < size()D:\a\ml-builds\ml-builds\xgboost\include\xgboost/span.hCheck failed: _ptr || _count == 0Check failed: impl_ != nullptrD:\a\ml-builds\ml-builds\xgboost\include\xgboost/data.hM{ ypv}|Pu0t~%pLuLdluld8M``s `0eEpP.invalid string position) vs. (Ȑ `H`Mkig0f`nmdcap`ovector too longstring too long0123456789-+Ee0123456789ABCDEFabcdef-+Xx0123456789ABCDEFabcdef-+XxPp$@ A _B does not lie in any group!Row D:\a\ml-builds\ml-builds\xgboost\src\common\./hist_util.hȑ=Mxgboost::common::SparseCuts::SparseCuts=>xgboost::common::DenseCuts::DenseCutsN/Axgboost::common::HistogramCuts::HistogramCutsBuilding quantile cut on a sparse dataset.D:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.ccBuilding quantile cut on a dense dataset or distributed environment.Total number of hist bins: end_col >= beg_colxgboost::common::SparseCuts::Buildnthreads > 0page.Size() <= dmat->Info().num_col_Load balanceSingleThreadBuild: xgboost::common::SparseCuts::Concatxgboost::common::DenseCuts::Buildnthread == omp_get_num_threads()Initsummary_array.size() == in_sketchs->size()p_cuts_->cut_values_.size() <= std::numeric_limits<uint32_t>::max()cut_size > p_cuts_->cut_ptrs_.back()cut.Values().size() > 0Uibegin + inst.size() == iendsibling.size() == sizeparent.size() == sizeCheck failed: index_ != span_->size()Check failed: index_ < span_->size(), n= check quantile stats, nbig=D:\a\ml-builds\ml-builds\xgboost\src\common\./quantile.h, chunk=, range=, maxsize= srcsize=quantile: too many large chunkCheck failed: nbig < ninvalid vector subscriptinvalid init parameterCheck failed: n * limit_size >= maxnCheck failed: nlevel <= limit_size * eps, v=, wmin=, rmax=] rmin=, wgap=, maxgap=mingap=bug in combineCheck failed: size <= sa.size + sb.sizevector<bool> too longfi.Read(&this->size, sizeof(this->size)) == sizeof(this->size)fi.Read(this->data, this->size * sizeof(Entry)) == this->size * sizeof(Entry) ` `o:o:h㈵>???ACD:\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```D:\a\ml-builds\ml-builds\xgboost\src\common\io.ccCheck failed: out failed: Opening Cmap/set too long +\ "\r\n\\\t\", @`k=;@- (0P@j@0/p*0&@k097p+&0j0420+&j6p5`+&0j1p0+p&D:\a\ml-builds\ml-builds\xgboost\include\xgboost/json.hbeg <= size_@ep]PXRV@Expecting: "", got: " " ,? ? ?8A@nxppnprPl,]{":}null\b\f\u%04xStringNumberObjectArrayBooleanNullInteger can not be indexed by Integer.Object of type D:\a\ml-builds\ml-builds\xgboost\src\common\json.cc can not be indexed by string. Please try obtaining std::string first.Unknown construct, around character: Unknown escapeExpecting null value "null"raw_str_.size():cursor_.Pos(): ch != -1Overflowexp > (kExpMax - digit) / 10Check failed: is_floatExpecting boolean value "true".alseExpecting boolean value "false".x ` `x ` `x ` ` to Invalid cast, from 75rankstatisticcountelapsed 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.version: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)xP]]]]]]D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./parameter.hP<6,` PPPInvalid Input: '', valid values are: optional, default=, requiredValue not found in enum declaredenum_back_map_.count(value) != 0U' but value=' expect Invalid Parameter format for float32float64bool8int32int8int16int64Unknown data table type.D:\a\ml-builds\ml-builds\xgboost\src\data\adapter.hpp@|05`0@hNo thread.fmt-rawcache_shards.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\data\./sparse_page_source.hpp05 оnum_rownum_colnum_nonzerolabelsweightsWrong number of fieldsfield_cnt == kNumFieldD:\a\ml-builds\ml-builds\xgboost\src\data\data.cc 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 >= expected_num_fieldMetaInfo: the given binary file contains extra fields which will be ignored.Unknown data typeUnknown metainfo: XGBoost version is not compiled with GPU supportOnly one `#` is allowed in file path for cache file specification.cache_file.find('#') == std::string::npos-.rXGBOOST_TEST_NPART parts of Load part of data 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() exceed bound [ for Parameter value should be greater equal to should be smaller equal to is not presentedRequired parameter optional, default=invalid map<K, T> keyCheck 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_ != NULLMetaInfo: Invalid format. Check failed: strm->Read(&name), got: Expected field: name == expected_nameCheck failed: strm->Read(&type)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)Make 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)deque<T> too long` D.row.page@ppDfinfo->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)invalid format, magic number mismatchtmagic == kMagicInvalid page formatCheck failed: fi->Read(&format)Check 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) != kDestroy written MB/s, in Writing Check failed: qids.empty() || qids.size() == info.num_row_SparsePageSource::CreateRowPage Finished writing to Unknown format type D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_writer.hCheck failed: *out_page == nullptrCheck failed: qrecycle_.Pop(out_page)SparsePageWriter Finished writing to name_shards.size() == format_shards.size()key >= builder_base_row_offsetPEPEFKE@G8pEpE G KE@GE`eAOOOOInternal Error: XGBoost is not compiled with CUDA but EllpackPage is requiredD:\a\ml-builds\ml-builds\xgboost\src\data\ellpack_page.cc@S]]]hpS]]]8SPTTUInternal Error: XGBoost is not compiled with CUDA but EllpackPageSource is requiredD:\a\ml-builds\ml-builds\xgboost\src\data\ellpack_page_source.ccinvalid input file formatCheck failed: fi->Read(&tmagic, sizeof(tmagic)) == sizeof(tmagic)D:\a\ml-builds\ml-builds\xgboost\src\data\simple_csr_source.ccp{z| |xp{z| |p{z| |xp{z| |param.gpu_id >= 0D:\a\ml-builds\ml-builds\xgboost\src\data\simple_dmatrix.ccparam.max_bin >= 2Check failed: page_ != nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\./simple_batch_iterator.h `x `D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_source.hXPCheck failed: castD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_dmatrix.ccУ]]]خ0]]]Ф DP.col.pageP]]](]]]( DP.sorted.col.pagexPCheck failed: source_ != nullptrx@ppD(0ppDUnknown page type: Writing to SparsePageSource: Finished writing to 00PE@G GE@GPE@G GE@Gx`` 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)0@@GxPP`@@G@@G8`` Raw binary data format.X``  : invalid hash bucket countupdater', Possible Arguments: Cannot find argument '---------------- -`P&& &p&`P : O&p'*p++/3p55<<GBLinearDoBoostPredictBatchGBLinear::Predict ntrees is only valid for gbtree predictorntree_limit == 0UD:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear.ccgblinear does not support prediction of leaf indexGBLinear::PredictContribution: ntrees is only valid for gbtree predictorPredictBatchInternalD:\a\ml-builds\ml-builds\xgboost\include\xgboost\./data.hunordered_map/set too longfi->Read(&param, sizeof(param)) == sizeof(param)D:\a\ml-builds\ml-builds\xgboost\include\xgboost\../../src/gbm/gblinear_model.hMT'N`'gblinearLinear booster, implement generalized linear model.json { "bias": [, "weight": [ ], } ]bias: +XGBoost version not compiled with GPU support.D:\a\ml-builds\ml-builds\xgboost\include\xgboost/gbm.hpp@p@ PP Xp`(P@@GGBLinearnamegblinearmodelget<String>(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 predictorPredictBatchInternalunordered_map/set too longLinear booster, implement generalized linear model.pfi->Read(&param, sizeof(param)) == sizeof(param)D:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear_model.h { "bias": [ "weight": [ ], } ]bias: weight: -invalid hash bucket countP@`Q@Q@int (non-negative)long (non-negative)stringOut of range valueNo conversion could be performed has already been registered in key D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/parameter.hpR0h[{pPSgTPpmzІ@p, value='Out of range value for pos <= value.length()Some trailing characters could not be parsed: 'TgTj y0ccnum_featureNumber of features used in classification.num_output_groupNumber of output groups in the setting.UphP pP}@УupdatershotgunUpdate algorithm for linear model. One of shotgun/coord_descenttoleranceStop if largest weight update is smaller than this number.max_row_perbatchMaximum rows per batch.GBLinearModelParamGBLinearTrainParaminfinitynanInvalid NAN literal*p == ')'D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./strtonum.hv?Y@ L_Unknown gbm type D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbm.ccgbtreeTree booster, gradient boosted trees.dartTree booster, dart.(Wp@P `0GBTreedistcolout_preds->size() == nBoostNewTreesmust have exactly ngroup*nrow gpairsin_gpair->Size() % ngroup == 0UD:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.ccCommitModelmodel_.trees.size() < model_.trees_to_update.size()WP@0 `0weight = trees, drop D:\a\ml-builds\ml-builds\xgboost\include\xgboost/tree_model.hfi->Read(&param, 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<int>(deleted_nodes_.size()) == param.num_deletedparam.num_nodes == static_cast<int>(nodes_.size())param.num_nodes == static_cast<int>(stats_.size())GBTree: invalid model fileD:\a\ml-builds\ml-builds\xgboost\include\xgboost\../../src/gbm/gbtree_model.hfi->Read(dmlc::BeginPtr(tree_info), sizeof(int) * param.num_trees) == sizeof(int) * param.num_treesparam.num_trees == static_cast<int>(trees.size())num_group == 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_group0X`PX`P1boolean has not been registered in Alias ) - exisit!(Enum Enums: ), 0YP&#[@ 0 @ num_rootssize_leaf_vectorNumber of output groups to be predicted, used for multi-class classification.Tree updater sequence.Number of features used for training and prediction.Reserved option for vector tree.num_parallel_treeNumber of parallel trees constructed during each iteration. This option is used to support boosted random forest.updater_seqgrow_colmaker,pruneprocess_typedefaultupdateWhether to run the normal boosting process that creates new trees, or to update the trees in an existing model.predictorcpu_predictorPredictor algorithm typesample_typeuniformweightedDifferent types of sampling algorithm.normalize_typetreeforestDifferent 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.etaGBTreeModelParamGBTreeTrainParamDartTrainParam?J@A0.7Z0y -h[Tp0 @890cc\Tp0 @890ccbase_scoreGlobal bias of the model.Number of features in training data, this parameter will be automatically detected by learner.num_classNumber of class option for multi-class classifier. By default equals 0 and corresponds to binary classifier.seedRandom number seed during training.seed_per_iterationSeed PRNG determnisticly via iterator number, this option will be switched on automatically on distributed mode.dsplitcolrowData split mode for distributed training.tree_methodapproxexacthistgpu_exactgpu_histChoice of tree construction method.test_flagInternal test flagnthreadNumber of threads to use.disable_default_eval_metricflag to disable default metric. Set to >0 to disableLearnerModelParamLearnerTrainParamZxP |P yP@p0@reg:squarederrorXGBoost version not compiled with GPU support.D:\a\ml-builds\ml-builds\xgboost\src\learner.ccboosterDANGER 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.grow_histmaker,pruneTree method is selected to be 'hist', which uses a single updater grow_quantile_histmaker.grow_quantile_histmakergpu_predictor) detectedUnknown tree_method (Learnerobjectivemulti:softmaxmax_delta_stepcount:poissonbs64Base64 format is no longer supported in brick.header != "bs64"binffp.Read(&header[0], 4) == 4UBoostLearner: wrong model formatfi->Read(&mparam_, sizeof(mparam_)) == sizeof(mparam_)fi->Read(&len, sizeof(len)) == sizeof(len)fi->Read(&gap, sizeof(gap)) == sizeof(gap)fi->Read(&name_obj_[0], len) == lenCheck failed: fi->Read(&name_gbm_)since XGBoost wasn't compiled with GPU support.Parameter 'predictor' will be set to 'cpu_predictor' count_poisson_max_delta_stepn_gpusgpu_idUpdateOneIterAlways call InitModel or LoadModel before updateCheck failed: ModelInitialized()PredictRawGetGradientBoostOneIterAlways call InitModel or LoadModel before boost.EvalOneIterPrecondition violated; dsplit cannot be 'auto' in distributed modeCheck failed: tparam_.dsplit != DataSplitMode::kAutoColumn-wise data split is currently not supported.Tree method is automatically selected to be 'approx' for distributed training.', but only 'approx' and 'hist' is available for distributed training. The `tree_method` parameter is now being changed to 'approx'Tree method was set to be Distributed training is not available with GPU algoritmsTree method is specified to be 'hist' for distributed training.Tree method is automatically set to 'approx' since external-memory data matrix is used.Tree method was set to be 'exact', but currently we are only able to proceed with approximate algorithm ('approx') because external-memory data matrix is used.External-memory data matrix is not available with GPU algorithmsTree 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'.Check failed: matrix != nullptr features or greaterUnfortunately, XGBoost does not support data matrices with num_col <= static_cast<uint64_t>(std::numeric_limits<unsigned>::max())0 feature is supplied. Are you using raw Booster interface?mparam_.num_feature != 0Check failed: obj_ == nullptr && gbm_ == nullptrPredict must happen after Load or InitModelCheck failed: gbm_ != nullptrNumber of weights should be equal to number of groups in ranking task.num rows: groups size: weights size: Check failed: weights.size() == info.group_ptr_.size() - 1Learning rate of each update.reg_lambdaL2 regularization on weights.reg_alphaL1 regularization on weights.feature_selectorcyclicshufflethriftygreedyrandomFeature selection or ordering method.Number of devices to use.Primary device ordinal.lambdaalphaUnknown linear updater D:\a\ml-builds\ml-builds\xgboost\src\linear\linear_updater.ccLinearTrainParamcoord_descentUpdate linear model according to coordinate descent algorithm.][^@``P^[_p$_.P%.unknown coordinate selector: D:\a\ml-builds\ml-builds\xgboost\src\linear\coordinate_common.h`7/@1CoordinateUpdaterUpdateFeaturetop_kThe number of top features to select in 'thrifty' feature_selector. The value of zero means using all the features.CoordinateParam>aPWPW`WW`PapdW`YSupported options are: {cyclic, shuffle}Unsupported feature selector for shotgun updater. -D:\a\ml-builds\ml-builds\xgboost\src\linear\updater_shotgun.ccUpdate linear model according to shotgun coordinate descent algorithm.silentDo not print information during training.verbosityFlag to print out detailed breakdown of runtime.debug_verboseConsoleLoggerParamWARNING: DEBUG: INFO: rmsemaeloglossunable to parse the threshold value for the error metricsscanf(param, "%f", &threshold_) == 1D:\a\ml-builds\ml-builds\xgboost\src\metric\elementwise_metric.cuerrorpoisson-nloglikgamma-deviancegamma-nlogliktweedie-nloglik must be in format tweedie-nloglik@rhoCheck failed: param != nullptrtweedie variance power must be in interval [1, 2)Check failed: rho_ < 2 && rho_ >= 1tweedie-nloglik@b}~0@Rooted mean square error.(c}@@Mean absolute error.c}@%fNegative loglikelihood for logistic regression.(d}  @Negative loglikelihood for poisson regression.f ``Pd}0@(gpp`PgВВ `PResidual deviance for gamma regression.(e}0@(h`PhP`P(i``p`PNegative log-likelihood for gamma regression.e `i00@P`Pgpu_id must be >= 0.gpu_id >= 0D:\a\ml-builds\ml-builds\xgboost\src\common\common.hn_gpus must be >= -1.n_gpus >= -1, number of visible devices: -gpu_id should be less than number of visible devices. -gpu_id: Check failed: gpu_id < n_devices_visible available devices, while n_gpus is set to: , there are only Starting from gpu id: n_gpus <= n_available_devices(j`PBinary classification error.(f}С@tweedie-nlogliktweedie-nloglik@rho for tweedie regression.label set cannot be emptyinfo.labels_.Size() != 0Uhint: use merror or mlogloss for multi-class classificationlabel and prediction size not match, preds.Size() == info.labels_.Size()$_p0@Number of GPUs to use for multi-gpu algorithms.gpu to use for objective function evaluationUnknown metric function D:\a\ml-builds\ml-builds\xgboost\src\metric\metric.ccMetricParamj}@`merrork}P`mloglosshl``p`Pl`PMulticlass classification error.Multiclass negative loglikelihood.D:\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<int32_t>(n_class)`s``p`Ps`P`t P`Pt``p`P`uP`Pu``p`P`v `Pn0n[` 0AMS 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=8o[@auco[Plabel size predict size not matchmust specify group when constructing rank filegptr.size() != 0UEvalRanklist: group structure must match number of predictiongptr.back() == preds.Size()%u[-]?8p[Pprep[PpndcgHq[Pmapq[Cox metric does not support distributed evaluationcox-nloglikPr[@aucprvPEvalAuc: group structure must match number of predictiongptr.back() == info.labels_.Size()AUC: the dataset only contains pos or neg samplesCheck failed: !auc_erroramsAMS metric for higgs.Area under curve for both classification and rank.Area under PR curve for both classification and rank.EvalAucPR: group structure must match number of predictionAUC-PR: error in calculationAUC-PR: the dataset only contains pos or neg samplesAUC-PR: AUC > 1.0dat[0] <= dat[1]sum_auc <= static_cast<double>(ngroup)precision@k for rank.rndcg@k for rank.map@k for rank.Negative log partial likelihood of Cox proportioanl hazards model.@x\WX\\pWWD:\a\ml-builds\ml-builds\xgboost\src\objective\hinge.cu, label.size=preds.size=labels are not correctly providedNot part of device code. WITH_CUDA: D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/transform.hbinary:hingeHinge loss. Expects labels to be in [0,1f]x ] ]0]@]`PHingeObjParamysklssWD:\a\ml-builds\ml-builds\xgboost\src\objective\multiclass_obj.cuSoftmaxMultiClassObj: label size and pred size does not matchCheck failed: preds.Size() == (static_cast<size_t>(param_.num_class) * info.labels_.Size())SoftmaxMultiClassObj: label must be in [0, num_class).Check failed: (index_ + n) >= 0 && (index_ + n) <= span_->size()Softmax for multi-class classification, output class index.multi:softprobSoftmax for multi-class classification, output probability distribution.Check failed: span_ == rhs.span_Check failed: _offset >= 0 && (_offset < size() || size() == 0)Check failed: (_count == dynamic_extent) || (_count >= 0 && _offset + _count <= size())ytt tPt`Pz`t`tptt`PNumber of output class in the multi-class classification.SoftmaxMultiClassParamObjective candidate: D:\a\ml-builds\ml-builds\xgboost\src\objective\objective.ccUnknown objective function |PP``P}`P}0`PD:\a\ml-builds\ml-builds\xgboost\src\objective\rank_obj.ccgroup structure not consistent with #rowsCheck failed: gptr.size() != 0 && gptr.back() == info.labels_.Size()z@[pWW[p{@[pWW@{@[pWWrank:pairwisePairwise rank objective.rank:ndcgLambdaRank with NDCG as objective.rank:mapLambdaRank with MAP as objective.num_pairsampleNumber of pair generated for each instance.fix_list_weightNormalize the weight of each list by this value, if equals 0, no effect will happenLambdaRankParamPossion regression for count data.[pWpMetaInfo::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).` pWpGammaRegression: label must be nonnegativereg:gammaGamma regression for severity data.P pWpTweedieRegression: label must be nonnegativereg:tweedieTweedie regression for insurance data.base_score must be in (0,1) for logistic lossCheck 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 regression`P  0p`P`P0`P@@P``Ppp`P`P`P `P~`0p00pWW`PRegression with squared error.`P~`0 0pW@reg:logisticLogistic regression for probability regression task.PP`p`P`0 \pW@binary:logisticLogistic regression for binary classification task.`P`0@0pW@binary:logitrawLogistic 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:lineargpu:reg:linear is now deprecated, use reg:linear instead.gpu:reg:linearDeprecated. Linear regression (computed on GPU).gpu:reg:logistic is now deprecated, use reg:logistic instead.gpu:reg:logisticDeprecated. Logistic regression for probability regression task (computed on GPU).gpu:binary:logistic is now deprecated, use binary:logistic instead.gpu:binary:logisticDeprecated. Logistic regression for binary classification task (computed on GPU).gpu:binary:logitraw is now deprecated, use binary:logitraw instead.gpu:binary:logitrawDeprecated. Logistic regression for classification, output score before logistic transformation (computed on GPU)p  pWpPoissonRegression: label must be nonnegativescale_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.PoissonRegressionParamGammaRegressionParamtweedie_variance_powerTweedie variance power. Must be between in range [1, 2).TweedieRegressionParamȉ@3@3P3`3`Pp3 mHN m345080?Gmodel.param.size_leaf_vector == 0D:\a\ml-builds\ml-builds\xgboost\src\predictor\cpu_predictor.ccout_preds->Size() == nThe base margin must be an array of length Warning: 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 Make predictions using CPU.Unknown predictor type D:\a\ml-builds\ml-builds\xgboost\src\predictor\predictor.ccp~pq` 0@PInteractionConstraint must be given an inner evaluatorinteractionEnforces interaction constraints on tree features, Expect numberCheck failed: !is_->fail()Check failed: !std::isnan(mid)D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./json.hError at, Expect '{' but get 'ch == '['ch == ','' instead, JSON array expect ']' or ','. Get 'D:\a\ml-builds\ml-builds\xgboost\src\tree\split_evaluator.cc Line `, around ^`@r[rPt0st u[ElasticNet does not accept an inner SplitEvaluatorhuuu v`P0v0v@vv`Phvvv@w`Pelastic_netUse an elastic net regulariserh}PwPxypq zzz@{MonotonicConstraint must be given an inner evaluatorCheck failed: nodeid < upper_.size()monotonicEnforces that the tree is monotonically increasing/decreasing w.r.t. specified featuresp[PL2 regularization on leaf weightL1 regularization on leaf weightMaximum delta step we allow each tree's weight estimate to be. If the value is set to 0, it means there is no constraintmonotone_constraintsConstraint of variable monotonicityUnknown SplitEvaluator ElasticNetParamsMonotonicConstraintParamsinteraction_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 informationNumber of total features usedInteractionConstraintParamsdouble"Ȏph 0 @ P P P FeatureMap feature index exceed boundidx < names_.size()Number of start root of trees.Number of features used in tree construction.Size of leaf vector, reserved for vector treemin_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.default_directionlearnleftrightDefault direction choice when encountering a missing valuesubsampleRow subsample ratio of training instance.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.opt_dense_colEXP Param: speed optimization for dense column.sketch_epsEXP Param: Sketch accuracy of approximate algorithm.sketch_ratioEXP Param: Sketch accuracy related parameter of approximate algorithm.Size of leaf vectors, reserved for vector treesparallel_optionDifferent types of parallelization algorithm.cache_optEXP Param: Cache aware optimization.refresh_leafWhether the refresh updater needs to update leaf values.gpu to use for single gpu algorithmsNumber of GPUs to use for multi-gpu algorithms: -1=use all GPUssplit_evaluatorelastic_net,monotonic,interactionThe 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.gammaTreeParamTrainParam , "leaf": { "nodeid": , "cover": }:leaf=,cover=, "no": , "yes": , "split": ", "depth": ,no=] yes=:[, "missing": , "split_condition": ,missing=<unknown fmap typeD:\a\ml-builds\ml-builds\xgboost\src\tree\tree_model.cc, "split": :[f, "gain": ,gain=, "children": []}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.ccColMaker: can only grow new treetree.param.num_nodes == tree.param.num_rootsD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_colmaker.ccfmat.Info().num_row_ == position_.size()root_index[ridx] < (unsigned)tree.param.num_roots pos=ridx=ridx exceed bound ridx < position_.size()0 j m @` W b R T pruneDistColMaker: only support one tree at a timetrees.size() == 1Unid >= 0inconsistent reduce informationCheck failed: !tree[nid].IsLeaf()0`c `c pc c `Pc c c c `Pgrow_colmakerGrow tree with parallelization over columns.Distributed column split version of tree maker.features.size() > 0D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/random.hi i pD:\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<int>::max()0 j m  s t y c d 75, stemp.size=Finalize: invalid maximum size, max_size=sketch->temp.size <= max_size0  -  -P  [8p p    Pgrow_local_histmakerTree constructor that uses approximate histogram construction.   0 `P8@ @ P ` `Pgrow_global_histmakerTree constructor that uses approximate global proposal of histogram construction.D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_histmaker.ccp p P  `Pmax_depth must be larger than 0Check failed: param_.max_depth > 0grow_histmakerTree constructor that uses approximate global of histogram construction.node2workindex_[nid] == static_cast<int>(wid)fid * 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() - -  -P    0 istart != hist.size, hist.size=fv=]=hist[, hist.last=TreeMaker: can only grow new treeroot index exceed settingroot_index[i] < (unsigned)tree.param.num_rootsCheck failed: tree[nid].IsLeaf()ret > 0UD:\a\ml-builds\ml-builds\xgboost\src\tree\./param.hsummary_array_.size() == sketchs_.size()offset == -2this->wspace_.rptr.size() == (fset.size() + 1) * this->qexpand_.size() + 1 - -  -P P -   -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= pruned nodes, max_depth= extra nodes, roots, tree pruning end, D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_prune.ccPruner that prune the tree according to statistics. - - - -`PCheck failed: nodes_[nodes_[rid].LeftChild() ].IsLeaf()Check failed: nodes_[nodes_[rid].RightChild()].IsLeaf()nid >= param.num_roots8Ќ - - -syncD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_quantile_hist.ccuse grow_quantile_histmaker instead.grow_fast_histmaker is deprecated, grow_fast_histmaker(Deprecated, use grow_quantile_histmaker instead.) Grow tree using quantized histogram.Grow tree using quantized histogram.p -p - - -`P8 - - - -`P8 -Б -Г -@ -access element that is not in the setCheck failed: e.begin != nullptrD:\a\ml-builds\ml-builds\xgboost\src\common\row_set.helem_of_each_node_.size() == 0Urow_ptr_[nid] != kMaxD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/hist_util.hrow_ptr_[nid] == kMaxgmat.cut.row_ptr[fid + 1] - gmat.cut.row_ptr[fid] <= max_valD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/column_matrix.h* Quantile::BuilderBuildHistSubtractionTrick secGenerating gmat: SyncHistogramsBuildLocalHistogramsBuildNodeStatsUpdateout_preds.size() > 0UCheck failed: (*p_last_tree_)[nid].IsLeaf()ColMakerHist: can only grow new treeat 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) InitDatainfo.root_index_.size() == 0Umin_nbins_per_feature > 0UEvaluateSplitApplySplitupper_bound < static_cast<uint32_t>(std::numeric_limits<int32_t>::max())InitNewNodeCheck failed: d_step == +1 || d_step == -1cut_ptr[fid] <= static_cast<uint32_t>(std::numeric_limits<int32_t>::max())cut_ptr[fid + 1] <= static_cast<uint32_t>(std::numeric_limits<int32_t>::max())1 1 P1 @3 `Pbatch.Size() < std::numeric_limits<unsigned>::max()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_refresh.ccrefreshRefresher that refreshes the weight and statistics according to data.5 5 6 6  P>  - 6 > > > > `PO  -PN  -qexpand_.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_skmaker.ccO O O O `Pgrow_skmakerApproximate sketching maker.@ @ P  `PSyncher that synchronize the tree in all distributed nodes.[ [pW0 ://  .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() == 1UxP  0   pW` - @,   P  0   pW` - @,    @  P  0   pW` - @,    @  P      0 а    `    p    ` pW `  @ 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 P  p0   @  pW  Failed 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) == sizeX0     pW  file://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 supportedإP P 0 @ `PX  p  `Pئ    `PX    `Pا    `PX0 0  0 `P P         @       00 `` pЭ      qid:Check failed: out->label.size() + 1 == out->offset.size()X ` p   ` p     ` p   @ h0 chunk.size != 0UD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./text_parser.hlibsvmlibfm` p 0 @ p   @      ` csv(  ` p           @ XP  ` p   p P   0 `PCheck failed: out->field.size() == out->index.size()м@ @ ` p `PP    `P' 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()x   н  `  `PP0       #      p param_.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 < 0param_.format == "libfm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/libfm_parser.h(p# ` p #  ` p   )  ` p   $ cannot call ParseNextD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/parser.hع+ *  `+  *   P+ PP1  *   P+ + param_.format == "libsvm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./libsvm_parser.h2 1 p `3  1 p  3 9  1 p  3 P3 Check failed: base <= 10 && base >= 2sign == trueformatFile 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.LibSVMParserParamLibFMParserParamCSVParserParamP x`  Ⱦ  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() == 0   `   `  `     `   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 correctly R| 0} | ()$^.*+?[]|\-{},:=! -  0   `hP xH ȏԏ(4@HLPHT`lpxalnumalnumalphablankblankcntrlcntrldddigitdigitgraphgraphlowerlowerprintprintpunctpunctspacespacessupperupperwxdigitxdigitCheck 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<size_t>(begin) & 3UL) == 0U(reinterpret_cast<size_t>(end) & 3UL) == 0UCheck failed: p >= pbegin + 2Invalid RecordIO FormatCheck failed: chunk->begin + 2 * sizeof(uint32_t) <= chunk->end(reinterpret_cast<size_t>(chunk->begin) & 3UL) == 0U(reinterpret_cast<size_t>(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.cc 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_null%s -(     pP P  ` p  0 *(&NULLAllreduce failedBroadcast failedInitAfterException: not implementedrabit::Finalize engine is not initialized or already been finalized.the rabit has not been initializedcannot initialize reduce handle twicemust intialize handle to call AllReduceunknown enum_op    Read pickle stringnot implemented  0 unknown data_typeDataType does not support bitwise or operation%sfail to get host namecannot obtain address of %sDoes not support IPv6StartupCould not find a usable version of Winsock.dll -SetNonBlock0.0.0.0TryBindHostGetSockErrorSocket::Close double close the socket or close without createSocket %s Error:WSAError-code=%dSetKeepAliveSO_LINGERCreateAcceptSendAllRecvAllerror during send SendStrerror during send RecvStrPolltoo large type_nbytes=%lu, buffer_size=%luReadToRingBuffer: buffer not allocatedReadToRingBuffer: max_size_read checkAllreduce: boundary checkworker256MBrabit_reduce_bufferrabit_task_idrabit_num_trialrabit_reduce_ring_mincountrabit_tracker_urirabit_tracker_portDMLC_TASK_IDDMLC_ROLEDMLC_NUM_ATTEMPTDMLC_TRACKER_URIDMLC_TRACKER_PORTDMLC_WORKER_CONNECT_RETRY%[^=]=%smapred_tip_idmapreduce_task_idhadoop_mode is set but cannot find mapred_task_idrabit_hadoop_modemapred_task_id%dmapred_map_tasksmapreduce_job_mapshadoop_mode is set but cannot find mapred_map_tasksrabit_world_sizeRabit Module currently only work with dmlc worker, quit this program by exit 0 -can only call Init oncestartshutdown%lu%cinvalid format for %sinvalid format for %s,shhould be {integer}{unit}, unit can be {B, KB, MB, GB}connect to (failed): [%s] -Connectretry connect to ip(retry time %d): [%s] -ReConnectLink failure 1ReConnectLink failure 2sync::Invalid tracker message, init failureReConnectLink failure 3ReConnectLink failure 4must keep rank to same if the node already have oneReConnectLink fail to bind the ports specifiedReConnectLink failure 5ReConnectLink failure 6ReConnectLink failure 7ReConnectLink failure 8ReConnectLink failure 9ReConnectLink failure 10ReConnectLink failure 12ReConnectLink failure 13ReConnectLink failure, link rank inconsistentOverride a link that is activeReConnectLink failure 14ReConnectLink failure 15ReConnectLink: bad socketcannot find parent in the linkcannot find prev ring in the linkcannot find next ring in the linkbuffer size inconsistentmust assign buffer_sizeAllreduce: size checkAllreduce: boundary errorBroadcast: root should be smaller than world sizeneed to assume rank structurewrite ptr boundary check[%d] read_ptr boundary checkreporter:status:Rabit Phase[%03d] Operation %03d - _abprper ` p  0 *p}|recovercannot allocate 0 size memoryPushTemp seqid inconsistentPushTemp inconsistentthere is nothing to be droppedrabit_global_replicarabit_local_replicaShutdown: check point must return trueShutdown: check ack must return trueneed to set rabit_local_replica larger than 1 to checkpoint local_model[%d] local model inconsistent, nlocal=%dread in version numberlocal model inconsistent, nlocal=%dcheck ack must return trueCan only call Checkpoint/LoadCheckPoint always withor without local_model, but not mixed casecheck point must return true[%d] save global checkpoint #%d -must know the error source[%d] Allreduce size inconsistent, distin=%lu, size=%lu, reporting=%lu -Too many nodes went down and we cannot recover..cannot get and receive requestrequest result inconsistentTryRecoverDataTryDecideRoutingrecv_link must be activeboundary check[%d] recovered from local checkpoint version %d -LoadCheckPoint: too many nodes fails, cannot recover local stateTryGetResult::Checkpointzero size check point is not allowedAllreduce Recovered data size do not match the specification of function call. -Please check if calling sequence of recovered program is the same the original one in current VersionNumbermust only set seqno for normal operationscheck ack & check pt cannot occur together with normal opsmin seq buglocal chkpt space inconsistentinvalid local replicaTryCheckinLocalState must have exactly 1 stateRingPassing: boundary check1RingPassing: boundary check2RingPassing: boundary check3parent must be 0invalie stage idinvalid stageMsgPassing invalid stagebad allocation@0,bad function callL@regex_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_errorunknown error 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'fd e0qH`!x h ȸjظgkl(@mXx)й&(no(*@XȺsغtuvw  -0yH'Pxhz{|ػ(8H}X~h xipм (@Ph$ "ؽ @Xrhaddress 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 type"\shs 80R*C"s 0123456789abcdefghijklmnopqrstuvwxyz! +0long (non-negative)stringOut of range valueNo conversion could be performed has already been registered in key D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/parameter.hB njdU`cB< hcEPTP`b, value='Out of range value for pos <= value.length()Some trailing characters could not be parsed: 'C ojf@H W``cshotgunUpdate algorithm for linear model. One of shotgun/coord_descenttoleranceStop if largest weight update is smaller than this number.max_row_perbatchMaximum rows per batch.GBLinearTrainParaminfinitynanInvalid NAN literal*p == ')'D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./strtonum.hv?Y@ L_DeprecatedGBLinearModelParamUnknown gbm type D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbm.cc`@p`84PP`@@G Ќ` @@GdistcolCheck failed: configured_D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.hgbtree````0 @` @pdartweight_dropget<String>(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 (p`Tree booster, gradient boosted trees.Tree booster, dart.D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.ccboolean has not been registered in Alias ) + exisit!(Enum Enums: ), 0^`[Z3YZsize_leaf_vectorP@ p/ num_treesNumber of features used for training and prediction.Reserved option for vector tree.P<P[,` PPPP<P[,` PPP0P<P[,` PPPnum_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_typeuniformweightedDifferent types of sampling algorithm.normalize_typetreeforestDifferent 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.etaCheck failed: cpu_predictor_Data is on CUDA device, but XGBoost is not compiled with CUDA support.GBTreeDANGER 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: model_.trees.size() < model_.trees_to_update.size()CommitModelget<String>(in["name"]) == "gbtree"gbtree_train_paramLoading from a raw memory buffer on CPU only machine. Change tree_method to hist.specified_updaterGBTreeModelParamGBTreeTrainParamDartTrainParam?J@Aparam.num_trees == static_cast<int32_t>(trees.size())D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree_model.ccGBTree: invalid model filefi->Read(dmlc::BeginPtr(tree_info), sizeof(int32_t) * param.num_trees) == sizeof(int32_t) * param.num_treesparam.num_trees == static_cast<int>(trees.size())gbtree_model_paramidtreestree_info0.7eval_metric%fP]]int (non-negative)verbosityn_gpus +n_gpus: D:\a\ml-builds\ml-builds\xgboost\include\xgboost/generic_parameters.hseedRandom 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.validate_featuresEnable validating input DMatrix. + 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.@p]]]]]]]]]]]]]]]]]]]] ]]num_featureHP<P[,` PPPbase_scorenum_classB<Ї0APPGlobal 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.LearnerModelParamLegacyLearnerTrainParamGenericParameter(W +@+phPp0p?)0@P) AAKBCONFIG-offset:num_roundLearnerConfigure_paramnum_output_group +Parameters: { } might not be used. - 0123456789abcdefghijklmnopqrstuvwxyzA)! "tPt "ht "tth"u u "8u@u "`upu "uu xLpp@(R [x(xм $ "v v0"Xv`v"vv "vv "vv "v "0w "LwXw "Lww "w "w "Lww "x(x("Lx`x "xx yX"$z8z "Pz`z "zz @bad exceptionh\p[[ p[[ph( [L [htkernel32.dllFlsAllocFlsFreeFlsGetValueFlsSetValueInitializeCriticalSectionExInitOnceExecuteOnceCreateEventExWCreateSemaphoreWCreateSemaphoreExWCreateThreadpoolTimerSetThreadpoolTimerWaitForThreadpoolTimerCallbacksCloseThreadpoolTimerCreateThreadpoolWaitSetThreadpoolWaitCloseThreadpoolWaitFlushProcessWriteBuffersFreeLibraryWhenCallbackReturnsGetCurrentProcessorNumberCreateSymbolicLinkWGetCurrentPackageIdGetTickCount64GetFileInformationByHandleExSetFileInformationByHandleGetSystemTimePreciseAsFileTimeInitializeConditionVariableWakeConditionVariableWakeAllConditionVariableSleepConditionVariableCSInitializeSRWLockAcquireSRWLockExclusiveTryAcquireSRWLockExclusiveReleaseSRWLockExclusiveSleepConditionVariableSRWCreateThreadpoolWorkSubmitThreadpoolWorkCloseThreadpoolWorkCompareStringExGetLocaleInfoExLCMapStringEx"8u@{ PX`hx  -    (08@ H!P"X#`$h%p&x')*+,-/6789>?@ACDFGIJ K(N0O8P@VHWPZXe`hx    (8HXhx( 8!H"X#h$x%&')*+,-/2 405@6P7`8p9:;>?@ACDEF(G8IHJXKhLxNOPRVWZekl(8HX h -x ,;>(C8kP ` p   -   ; k  ( -8 HX;hx  - ;  -  0@;Xh x -;   - ; $ $ -$ ;$0(@ (P -(`,p , -,0 0 -04 4 -48 -8<  -<0@@ -@P -D` -Hp -L -P||B,qP(8HXhxC)k`!cXD}(`@ExPG`pHI`AJ 0@P`pK  0@P`pp#e*l&h - L.0s @P`pMH>7 N/tZ O(jP a0P@PQ`R-pr1x(:SP?2y%gx$f+m@= 0;00@Pw`upUT6~VW 0X@Y8<P`pv [h"d(\ 8Ph0]3zX@8 98^n@_5|X bH0`4@X{'pioFparbgcazh-CHScsdadeelenesfifrhehuisitjakonlnoplptroruhrsksqsvthtruridukbesletlvltfavihyazeumkafkafohimskkkyswuzttpagutateknmrsamnglkoksyrdivar-SAbg-BGca-ESzh-TWcs-CZda-DKde-DEel-GRen-USfi-FIfr-FRhe-ILhu-HUis-ISit-ITja-JPko-KRnl-NLnb-NOpl-PLpt-BRro-ROru-RUhr-HRsk-SKsq-ALsv-SEth-THtr-TRur-PKid-IDuk-UAbe-BYsl-SIet-EElv-LVlt-LTfa-IRvi-VNhy-AMaz-AZ-Latneu-ESmk-MKtn-ZAxh-ZAzu-ZAaf-ZAka-GEfo-FOhi-INmt-MTse-NOms-MYkk-KZky-KGsw-KEuz-UZ-Latntt-RUbn-INpa-INgu-INta-INte-INkn-INml-INmr-INsa-INmn-MNcy-GBgl-ESkok-INsyr-SYdiv-MVquz-BOns-ZAmi-NZar-IQzh-CNde-CHen-GBes-MXfr-BEit-CHnl-BEnn-NOpt-PTsr-SP-Latnsv-FIaz-AZ-Cyrlse-SEms-BNuz-UZ-Cyrlquz-ECar-EGzh-HKde-ATen-AUes-ESfr-CAsr-SP-Cyrlse-FIquz-PEar-LYzh-SGde-LUen-CAes-GTfr-CHhr-BAsmj-NOar-DZzh-MOde-LIen-NZes-CRfr-LUbs-BA-Latnsmj-SEar-MAen-IEes-PAfr-MCsr-BA-Latnsma-NOar-TNen-ZAes-DOsr-BA-Cyrlsma-SEar-OMen-JMes-VEsms-FIar-YEen-CBes-COsmn-FIar-SYen-BZes-PEar-JOen-TTes-ARar-LBen-ZWes-ECar-KWen-PHes-CLar-AEes-UYar-BHes-PYar-QAes-BOes-SVes-HNes-NIes-PRzh-CHTsraf-zaar-aear-bhar-dzar-egar-iqar-joar-kwar-lbar-lyar-maar-omar-qaar-saar-syar-tnar-yeaz-az-cyrlaz-az-latnbe-bybg-bgbn-inbs-ba-latnca-escs-czcy-gbda-dkde-atde-chde-dede-lide-ludiv-mvel-gren-auen-bzen-caen-cben-gben-ieen-jmen-nzen-phen-tten-usen-zaen-zwes-ares-boes-cles-coes-cres-does-eces-eses-gtes-hnes-mxes-nies-paes-pees-pres-pyes-sves-uyes-veet-eeeu-esfa-irfi-fifo-fofr-befr-cafr-chfr-frfr-lufr-mcgl-esgu-inhe-ilhi-inhr-bahr-hrhu-huhy-amid-idis-isit-chit-itja-jpka-gekk-kzkn-inko-krkok-inky-kglt-ltlv-lvmi-nzmk-mkml-inmn-mnmr-inms-bnms-mymt-mtnb-nonl-benl-nlnn-nons-zapa-inpl-plpt-brpt-ptquz-boquz-ecquz-pero-roru-rusa-inse-fise-nose-sesk-sksl-sisma-nosma-sesmj-nosmj-sesmn-fisms-fisq-alsr-ba-cyrlsr-ba-latnsr-sp-cyrlsr-sp-latnsv-fisv-sesw-kesyr-syta-inte-inth-thtn-zatr-trtt-ruuk-uaur-pkuz-uz-cyrluz-uz-latnvi-vnxh-zazh-chszh-chtzh-cnzh-hkzh-mozh-sgzh-twzu-za 0@P`p 0@P`p @` @`@@@@ + 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. + +D:\a\ml-builds\ml-builds\xgboost\src\learner.ccPrecondition violated; dsplit cannot be 'auto' in distributed modeCheck failed: tparam_.dsplit != DataSplitMode::kAutoColumn-wise data split is currently not supported.Check failed: IsA<Object>(in)learnerlearner_model_paramgradient_boosterattributesCall Configure before saving model.Check failed: !this->need_configuration_learner_train_parammetricsgeneric_parambs64Base64 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_stepmax_delta_stepLoading 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 > 0The model hasn't been built yet. Are you using raw Booster interface?UpdateOneIterPredictRawPredictionsGetGradientGradientsBoostOneIterEvalOneIterPerform one kind of prediction at a time.multiple_predictions <= 1Predict must happen after Load or configurationCheck failed: gbm_ != nullptrmulti:softprobmulti:softmaxcount:poissonCheck failed: matrix != nullptr features or greaterUnfortunately, XGBoost does not support data matrices with num_col <= static_cast<uint64_t>(std::numeric_limits<unsigned>::max())0 feature is supplied. Are you using raw Booster interface?mparam_.num_feature != 0Number of weights should be equal to number of groups in ranking task.num rows: groups size: weights size: Check failed: weights.Size() == info.group_ptr_.size() - 1Number of columns does not match number of features in booster.learner_model_param_.num_feature == p_fmat->Info().num_col_Features: Columns: /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.ccLinearTrainParam p  unknown coordinate selector: D:\a\ml-builds\ml-builds\xgboost\src\linear\coordinate_common.hP+   # @ $ CoordinateUpdaterlinear_train_paramcoordinate_paramUpdateFeaturecoord_descentUpdate linear model according to coordinate descent algorithm.+ + , + , + P- 7 7 7 7 @@G8 - 0. top_kThe number of top features to select in 'thrifty' feature_selector. The value of zero means using all the features.CoordinateParam>Update linear model according to shotgun coordinate descent algorithm.h h h  i @@Gy k l 0i pn Supported options are: {cyclic, shuffle}Unsupported feature selector for shotgun updater. +D:\a\ml-builds\ml-builds\xgboost\src\linear\updater_shotgun.ccsilentDo not print information during training.Flag to print out detailed breakdown of runtime.debug_verboseConsoleLoggerParamWARNING: DEBUG: INFO: rmsermslemaeloglossunable 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@8`  Rooted mean square error.Ў  Rooted mean square log error.8  Mean absolute error. ` p p   @@G8К К   @@GNegative loglikelihood for logistic regression.0 0 @  @@G8  8    @@G   @ @@GNegative loglikelihood for poisson regression.8P P `  @@G P ` ` p  @@G8  Ф  @@GResidual deviance for gamma regression.  P ` @@G8 @ Negative log-likelihood for gamma regression.p  @Binary classification error.8  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()$_p0@Unknown metric function D:\a\ml-builds\ml-builds\xgboost\src\metric\metric.cc8  @merror0  @mlogloss    @@Gx  0 p @@GMulticlass classification error.Multiclass negative loglikelihood.label set cannot be emptyinfo.labels_.Size() != 0UD:\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<int32_t>(n_class)p   0 @@G@ @ P  @@G  H   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=  aucH   ]label size predict size not matchmust specify group when constructing rank filegptr.size() != 0UEvalRanklist: group structure must match number of predictiongptr.back() == preds.Size()%u[-]?   ` preP    ndcg    map`  Cox metric does not support distributed evaluationcox-nloglik p aucpramsAMS metric for higgs.EvalAuc: group structure must match number of predictiongptr.back() == info.labels_.Size()AUC: the dataset only contains pos or neg samplesdat[1] > 0.0fArea under curve for both classification and rank.Area under PR curve for both classification and rank.EvalAucPR: group structure must match number of prediction` AUC-PR: error in calculationCheck failed: !auc_errorAUC-PR: the dataset only contains pos or neg samplesAUC-PR: AUC > 1.0dat[0] <= dat[1]precision@k for rank.ndcg@k for rank.map@k for rank.   P @@GNegative log partial likelihood of Cox proportioanl hazards model.p` ` p  @@G    @@Gp   p @@G    @@G@@C +@C +PC +C +@@GHinge loss. Expects labels to be in [0,1f] H +C +H +G +C +C +D:\a\ml-builds\ml-builds\xgboost\src\objective\hinge.cu, label.size=preds.size=labels are not correctly providedNumber of weights should be equal to number of data points.info.weights_.Size() == ndatabinary:hingeNot part of device code. WITH_CUDA: D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/transform.hCheck failed: (index_ + n) <= span_->size()Softmax for multi-class classification, output class index.Softmax for multi-class classification, output probability distribution.Check failed: span_ == rhs.span_Check failed: _offset < size() || size() == 0Check failed: (_count == dynamic_extent) || (_offset + _count <= size())R +R + R +0R +@@G(@R +@R +PR +`R +@@G 0^ +p] +Z +pR +S + PY +`Y +C +D:\a\ml-builds\ml-builds\xgboost\src\objective\multiclass_obj.cupreds.Size(): num_class: label.Size() * num_class: SoftmaxMultiClassObj: label size and pred size does not match. +Check failed: preds.Size() == (static_cast<size_t>(param_.num_class) * info.labels_.Size())SoftmaxMultiClassObj: label must be in [0, num_class).softmax_multiclass_paramNumber of output class in the multi-class classification.SoftmaxMultiClassParamObjective candidate: ` +Unknown objective function: `D:\a\ml-builds\ml-builds\xgboost\src\objective\objective.ccD:\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 +@ + +@@G + + + +@@G@ + + +@ +@@G + + +P +` + +C +C +Pairwise rank objective.0 + +` +P + + +C +C +LambdaRank with NDCG as objective. + + +P + + +C +C +LambdaRank with MAP as objective.lambda_rank_paramnum_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    +  ` C +C +` ` p  @@GRegression with squared error.H  P  +  ` C +C +Regression with root mean squared logarithmic error.     +   C + Logistic regression for probability regression task.X    + H + C +     @@G    0 ` @@GLogistic regression for binary classification task.    +p  ` C + " " "  # @@GLogistic 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:linear0# 0# @# P# @@Gh, , @* `# p$  ) C +0* PoissonRegression: label must be nonnegativepoisson_regression_paramPossion regression for count data.p4 -  4 C +0* 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).x < : 5 @ ) C +0* GammaRegression: label must be nonnegativereg:gammaGamma regression for severity data. G `F D `< `?  ) C +0* TweedieRegression: label must be nonnegativereg:tweedietweedie_regression_paramTweedie regression for insurance data.reg_loss_paramLabel set is empty.label 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:logisticbinary:logisticbinary:logitrawG G G  H @@G0H 0H @H H @@GH H H  I @@G0I 0I @I I @@GI I I  J @@Gscale_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).TweedieRegressionParam  С  @@GP  У  ` @ P model.param.size_leaf_vector == 0D:\a\ml-builds\ml-builds\xgboost\src\predictor\cpu_predictor.ccCheck failed: cache_model.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  ]]]]]]ncolumns != 0Make predictions using CPU.Unknown predictor type D:\a\ml-builds\ml-builds\xgboost\src\predictor\predictor.cc Line `, around ^`D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./json.hError at, Expect '[' but get 'ch == '['ch == ','' instead, JSON array expect ']' or ','. Get 'With error: +Failed to parse feature interaction constraint: +D:\a\ml-builds\ml-builds\xgboost\src\tree\constraints.ccnewsize != 0, Expect numberCheck failed: !is_->fail()D:\a\ml-builds\ml-builds\xgboost\src\tree\split_evaluator.ccp   `  P ElasticNet does not accept an inner SplitEvaluatorCheck failed: r->params_   ` @@Gpp p   @@Gelastic_netUse an elastic net regulariserp0%  0 `  !  " 0" " MonotonicConstraint 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 dotDump graphviz representation of tree00 00 00 00 ]p0 ]4 ]5 pos != std::string::nposD:\a\ml-builds\ml-builds\xgboost\src\tree\tree_model.ccUnknown feature map type.FeatureMap feature index exceed boundidx < names_.size()> `C D F E p0 5 P  K 5 {tabs}{nid}:leaf={leaf}{stats},cover={cover}{tabs}{nid}{leaf}{cover}{stats}{nid}:[{fname}] yes={yes},no={no}{fname}{yes}{no}{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}{parent}{stat}{nodes} +{nodes}, Expect '"' but get 'ch == '\"'unknown string escape \, Expect '"' but reach end of line , Expect '{' but get 'ch == '{', JSON object expect '}' or ',' ', Expect ':' but get 'ch == ':'Dump text representation of tree8[ a @b pd Pc h pS 4 o 5  { "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}{indent}{newline}{indent}{nodes}{newline}Dump json representation of treeyes_colorno_colorcondition_node_paramsleaf_node_paramsgraph_attrs00 00 00 00 s p0 P}  P  8    @@GFailed to parse graphviz parameters: + " edge graph [ {key}="{value}" ] +{key}{value}The following parameters for graphviz are not recognized: +  0 @ @@G8P P ` 0 @@G{child}{color}yes, missingno{is_missing} {nid} [ label="{fname}{<}{cond}" {params}] +<{<}{params} {nid} -> {child} [label="{is_missing}" color="{color}"] + {nid} [ label="leaf={leaf-value}" {params}] +{leaf-value}{parent} +{left} +{right}digraph { + graph [ rankdir={rankdir} ] +{graph_attrs} +{nodes}}{rankdir}{graph_attrs}doubleC oN `%  @ 0  p P num_nodesNumber of features used in tree construction.Size of leaf vector, reserved for vector tree T Q &  @  min_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.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.gammaTreeParamTrainParamUnknown Model Builder:#0000FFEdge color when meets the node condition.#FF0000Edge color when doesn't meet the node condition.rankdirTBPassed to graphiz via graph_attr.Conditional node configurationLeaf node configurationAny other extra attributes for graphviz `graph_attr`.GraphvizParamfi->Read(&param, 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<int>(deleted_nodes_.size()) == param.num_deletedparam.num_nodes == static_cast<int>(nodes_.size())param.num_nodes == static_cast<int>(stats_.size())param.deprecated_num_roots == 1tree_paramn_nodes != 0loss_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_nodesstatic_cast<bst_node_t>(deleted_nodes_.size()) == param.num_deletedget<String>(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.cc   @ @@GP P ` p @@GGrow tree with parallelization over columns.Distributed column split version of tree maker.features.size() > 0D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/random.h  p `  д     train_paramcolmaker_train_paramgrow_colmaker  `Updater `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.hfmat.Info().num_row_ == position_.size()Check failed: node.IsLeaf()number of nodes in the tree exceed 2^31param.num_nodes < std::numeric_limits<int>::max()Support for `cache_opt' is removed in 1.0.0Check failed: param_.cache_optfeat_set.size() == num_features pos=ridx=ridx exceed bound ridx < position_.size()     д    p pruneDistColMaker: only support one tree at a timetrees.size() == 1Unid >= 0inconsistent reduce informationCheck failed: !tree[nid].IsLeaf()opt_dense_colEXP Param: speed optimization for dense column.ColMakerTrainParampGP GGHPH@@G `H`HpHH@@Gret > 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()QI`KH_PdM`@g`d g egrow_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^I`KH_ RM`0R`d gWthis->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_sizexdI`KH_ RM`]c]Tree constructor that uses approximate histogram construction.grow_histmakerD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_histmaker.ccTree constructor that uses approximate global of histogram construction.max_depth must be larger than 0Check failed: param_.max_depth > 0node2workindex_[nid] == static_cast<int>(wid)@|||}}@GP +` 0 sync pruned nodes, max_depth= extra nodes, tree pruning end, D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_prune.ccPruner that prune the tree according to statistics.Check failed: nodes_[nodes_[rid].LeftChild() ].IsLeaf()Check failed: nodes_[nodes_[rid].RightChild()].IsLeaf()nid >= 1 +@@P`@@GD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_quantile_hist.cc @@P`@@G` pp@@Guse grow_quantile_histmaker instead.grow_fast_histmaker is deprecated, grow_fast_histmaker(Deprecated, use grow_quantile_histmaker instead.) Grow tree using quantized histogram.Grow tree using quantized histogram.X I`K@paccess element that is not in the setCheck failed: e.begin != nullptrD:\a\ml-builds\ml-builds\xgboost\src\common\row_set.helem_of_each_node_.size() == 0Ubegin < endD:\a\ml-builds\ml-builds\xgboost\src\common\threading_utils.hi < first_dimension_.size()i < ranges_.size()D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/hist_util.hrow_ptr_[nid] != kMaxrow_ptr_[nid] == kMaxnodes == targeted_hists.size()nid < nodes_tid < nthreads_end > beginhist_total == hist_memory_.size()gmat.cut.Ptrs()[fid + 1] - gmat.cut.Ptrs()[fid] <= max_valD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/column_matrix.h PQuantile::BuilderSubtractionTrickSyncHistogramsAddHistRowsBuildLocalHistogramsBuildNodeStatsUpdateUpdatePredictionCacheout_preds.size() > 0UCheck failed: (*p_last_tree_)[nid].IsLeaf()at 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) InitDatamin_nbins_per_feature > 0UEvaluateSplitApplySplitupper_bound < static_cast<uint32_t>(std::numeric_limits<int32_t>::max())InitNewNodeFailed to allocate memoryCheck failed: ptrcut_ptr[fid] <= static_cast<uint32_t>(std::numeric_limits<int32_t>::max())cut_ptr[fid + 1] <= static_cast<uint32_t>(std::numeric_limits<int32_t>::max()) `@@G(I`KHrefreshPP}@G0@@Gbatch.Size() < std::numeric_limits<unsigned>::max()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_refresh.ccRefresher that refreshes the weight and statistics according to data.qexpand_.size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\tree\updater_skmaker.cc@@@GApproximate sketching maker.I`KHMgrow_skmakerp: Syncher that synchronize the tree in all distributed nodes.H<<<<@@G]]]]0w]]://@\]]t]].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() == 1Ur`r`|x0w ^p]]z@w]]8r`r`|x0w ^pz@w@r`r`|x0w ^pz@w%"Hr`rp10|`>;\Dp>`2z <pF@9>sprb0}y0w`^pstdinrbSingleFileSplit: 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 writeP\LNtT0\ \]]]P@\ppDrPr``zPw0w\Failed 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) == sizerrb}`y0w`_file://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 supportedЂ@@GPP@@G@@G@@Gpp @@GЁЁЃ@@GCheck failed: base <= 10 && base >= 2sign == true-]]]-p@P`]@,`@P``] ]]  D] D`p!]]]libfmcsv ppD 0@ !З]]] #0@P ] "@P p$`]]]qid:Check failed: out->label.size() + 1 == out->offset.size()#ppDH#С`pP$ Dh%@P &P Dp&@P chunk.size != 0UD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./text_parser.h(н] ]](  D]0' D`param_.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()param_.format == "libfm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/libfm_parser.hh*`]]]@*@P ]' as the delimiter to separate fields.Expected '' is not found in the line. Delimiter '(@P 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.h.p@@G/@@G/@@G0@@G, ] ]]+ Dp]*p Dpparam_.format == "libsvm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./libsvm_parser.hformatFile 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.LibSVMParserParamLibFMParserParamCSVParserParam0P-]]]0,]]]0 -]]]1,]]]01-]]]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() == 01`22`33`44`5`65 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 correctlyX1M ()$^.*+?[]|\-{},:=! + `7`6P`-H̾ؾ (4@LXdpH|HDalnumalnumalphablankblankcntrlcntrldddigitdigitgraphgraphlowerlowerprintprintpunctpunctspacespacessupperupperwxdigitxdigitCheck 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<size_t>(begin) & 3UL) == 0U(reinterpret_cast<size_t>(end) & 3UL) == 0UCheck failed: p >= pbegin + 2Invalid RecordIO FormatCheck failed: chunk->begin + 2 * sizeof(uint32_t) <= chunk->end(reinterpret_cast<size_t>(chunk->begin) & 3UL) == 0U(reinterpret_cast<size_t>(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.cc7p]`LP\]LFileStream.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_null%s, shutting down process +%s, rabit is configured to keep process running +%sh8a]]]]]]]]]]]]]]8bbPbpb`bbb0b`b00 bEmptyEngine:: Allgather is not supportedEmptyEngine:: GetRingPrevRank is not supportedEmptyEngine:: Allreduce is not supported,use Allreduce_ insteadEmptyEngine is not fault tolerantunknown enum_opunknown data_type`9su0vRead pickle stringnot implemented9s0vPvDataType does not support bitwise or operationbad allocation`::Ȃbad function callh;regex_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_errorunknown error 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'fdeq!0 @hX hjxgklm)0H`p&(no* 0HXhsxtuvw +y'xz {0H|`x}~ 0i@pXp $  @"`xr(8address 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 type"e e ;M*"e 0123456789abcdefghijklmnopqrstuvwxyz! 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