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]HHpHP$HHH8HH H 鴸HHdH0HHHPH@DH0$?H@TH0@UH HE te HM0H`H ]H H%H 14oH 'H D\H@H @UH HE$te$HH ]HHDHHP$H0鴎H鄻HHhdHx@UH HHMh1iH ]@UH HꋅtHMHH ]@UH HE0t e0HMPH ]@UH HE t e HMpH ]H0dH0H]H@T@UH HE te H载H ]H餿@UH HE te H@}H ]HP@UH HE te HMPHH ]HPHH%V@UH HE te HHH ]@UH HE te HH轼H ]@UH HE te HM@HH ]@UH HE te H0]H ]@UH HHM fH ]H kH i-t#HHHHH PH0H 4H$@UH HHM(!fH ]H(H(HݾH jH ,"HDH dSH tSHT$UH HHM AHMH"HM HMHJLHH333EH0THT$SUH(HLHU HIH1HLHU(>33DHT$UH HHMP1HLEXHUho33DHpH0HpH0]HpH`-HpH]HpH靄HpH}HpH 魪HH݉HH齉HH͇HPH鰇HPH(頇HPH@鐇HPHX逇HPHpHPH]H`HH`HH`Hm|H`H}H`H齆H`H |Hh鴂@UH H꺸HMp-H ]HH HH-HH}{HH鍅HHͅHH{HH0齁@UH HHMH,H ]@UH H8HMx,H ]HdHx@UH H꺸HM`,H ]H`HxDH`$@UH HE@t e@HMHpH ]H@dHhH@ąHxdHHPHpHHtHH`@UH HE@t e@HMp0H ]HXăH鴃@UH HE t e HM@}H ]@UH HE t e HM0|H ]Hp|Hp~HTH|HԎHHXHx@UH HL A@H`3H ]HH(HtHdHTH鴇H4H8$HHHTH8~H`~H^H^H~HH8D}HP餆HԆH锆H鄆H餆HdHH4HtHp$H`THXH4}Hd}H@UH H`HM8(H ]H ,H iH ,H yH 1,H H@餀@UH H8HM q'H ]H|@UH HE@te@H}H ]HT$SUH(HLExHU HMp'HMp(HLHU(533;@UH H8HM0&H ]H`tHDHX鄁H$Hd{H0{HD{HHt{H Q$+H HptHT$UH0HHM`HPIfIB<uHHMh 2HH0]H4}Hh@UH HHMH%H ]HP{H@yHT$SUH(HHMpI&HLExHMp 33X9HT$SUH(HHMp &HLExHMpiI339HT$SUH(HLE(HH+%LE HU0H3338HT$SUH(HLE0HU H$LE(HU8H233y8HT$SUH(HLE0HU H^$LE(HU8H23398HT$SUH(HLE(HHLHU0H1337Hh$YHT$SUH(HLEhHU HM`#HM`$HLExHU(1337H DH H @UH HE8te8HM0HH ]H0H H%H|HTHH]EHHwHHmwHH|HH0{HHH HH-vHH8]HHHHH]{HHHHvHH vHH({H{H4HHHzHH0uH(uH0dCH0HPH8HH8HH H0TnHHH~HDHPHPHu@UH HE@te@H-yH ]@UH HE@te@HxH ]@UH HE@ t e@HMpxH ]@UH HE@%te@HMpxH ]HsHXtsHdsHtH@UH HE0te0H]tH ]@UH HE0t e0HMp0tH ]@UH HE0t e0HMPtH ]@UH HE0t e0HMPsH ]H@D@UH HHHMXH ]HDw@UH HE4te4H@H͘H ]H@HH%fH0oH0rH@qHPq@UHЋHkeH%XHHHDAHkeH%XHиHHD]@UH HE t e HMHvH ]HH H4{HtHrHhqHqHqHHqHHq@UH HL rA@Hp%H ]H4uHdqHTq@UH HL 0rA@HY%H ]HtHqHppHpHHoHtHttHdHhpHpHtpHdpHTpH`$HnH$pHpHpHoHp4tHoHx$HoHoHoH@tn@UH HE4t e4HMP`oH ]H`HhtwHdwHTwHvH4wHwH0wHP4nHdnHpvHnHvHvHvHHpr@UH HE@te@HHH ]HH H%H4Hl@UH HHHMh!H ]@UH HE$t e$HMhpuH ]HuHuH0uH`uH`$mHhmHDuHtH`THPlHHqHtHTcHpHpH`$HdlH`~H H 1H ٲH qH dH H 1TH ٳ4H 4H oH Ho@UH H꺀HMHH ]HHH8j@UH HꋅtHM@ oH ]HnHtHsHpdnHTnH ITH 4H$nHnHsH ąH0|@UH HꋅtHM@nH ]HDmH4mH sHDrHT$SUWH HHHO9t:H u'HM HM HU H HM HO HH _][HT$SUWH0HHHO t Ho u'HM8J HM8_ HU8HG HM82 HOw HH0_][HT$SUWH HHHO9 t: H u'HM( HM( HU(H HM( HO HH _][HT$SUWH HHHO t Ho u'HM J HM _ HU HG HM 2 HOw HH _][HT$SUWH HHHO9 t: H u'HM HM HU H HM HO HH _][HT$SUWH HHHO t Ho u'HM J HM _ HU HG HM 2 HOw HH _][HT$SUWH HHHO9 t: H u'HM HM HU H HM HO HH _][@UH H8HM@H ]@UH HHMHH ]H`nH H iH HpiHHH`HH4=Ht<@UH HHMP1H ]H HPH Z@UH HE$te$H HdH ]H HH%vd@UH HE$te$HM0HdH ]H@H45H$5Hh4HD4HH@AHFHt4HPd4H(T4HD4H44H$4H4Hx3HHAHPH@H(H@HH@HH@HH@HH@HxH0@H )@UH HE0te0HP]=H ]@UH HE0te0H-=H ]@UH HL >A@H)H ]@UH HE8t e8HM@H iH=H=HH=HlH6HxlHX6H2HHp=H@UH HE@te@H=H ]@UH HE@te@HH}>H ]HHH%=HH%>HH0H鍦H0H'H0H`H0HX@H(ԨHT$SUVWAVH HHH@uYHmAHHHlH&H>H(H(HBHr0H BHHrLAH'I+HAHw*IgHBHBjBH(gH(HuAHr0H PAHHrLAH'I+HAHw*IH,AH)A AH(H(HE?Hr0H ?HHrLAH'I+HAHw*I臚H>H>>H(H(H>Hr0H `>HHrLAH'I+HAHw*IH<>H9>>H(H(Hu@Hr0H P@HHrLAH'I+HAHw*I觙H,@H)@ @H(H(H=?Hr0H ?HHrLAH'I+HAHw*I7H>H>>H(7H(H =Hr0H <HHrLAH'I+HAHw*IǘH<H<<H(H(H5>Hr0H >HHrLAH'I+HAHw*IWH=H==H(WH(H<Hr0H ;HHrLAH'I+HAHw*IH;H;;H(H(H=Hr0H =HHrLAH'I+HAHw*IwH=H=b=H(wH(HE<Hr0H <HHrLAH'I+HAHw*IH;H;;H(H(H=:Hr0H :HHrLAH'I+HAHw*I藖H9H99H(H(HU<Hr0H 0<HHrLAH'I+HAHw*I'H <H <;H('H(HM:Hr0H (:HHrLAH'I+HAHw*I跕H:H:9H(H(H=Hr0H <HHrLAH'I+HAHw*IGH<H<<H(GH i>H ?QH ?tZ̋ FeH%XHH Ht HH``HH@H(HBH BHH+H\$0H3HtKH|$ HH(H(H-@H @HH+H\$0H3HtKH|$ Hf>H(H(H>H >HH+H\$0H3HtKH|$ H*^****0*j***8*r***0*p***F**** *N*****T*p****** *Z* **p*,***f**$***P***t*8****J**@**X* ***L****F**Ŀ**L* ****r*d*X*@*,* **½*D*`*z***** *2*V**@*L**~*h*P*F*.** ********^**v**V*t9  F*8* sor*H****2****T**b*****0**********l*j**b**\**&*V*N*,*@*8*0*H*<***********<**h*N***J*@*6*** **********v******~*t*****|**b*T*ЇЇp?#?#?#0Pp` @@PpP"p"0"P "$$$%'& ) '@) -@+@A684p<p:02/C0>EEE0FFPF HIK@QMOSUVX0\^`Zc`bdpddPd0dd ~ zx`p`l`njv~0tfh@~|@r`~Pp@`0pPЉPp0Њ` ` ` .#-#0#0u&EUnknown exceptionu&E(v&Ebad array new lengthstring too long|&E: |&Ebad castfalsemap/set too longinvalid stoi argumentstoi argument out of rangeX}&E:] [v&@@$#F$#@:;p$#D|$#$#$#?Aj$#v$#L$#y&8floatint`Check failed: , }&E : ~&@p0} |{0>#@&ppx0>#&`ГВ0z0>#@&PP0} |py0>#&P00} |0y0>#@&@0} |`y0>#&P 0} |y0>#cpucudaUnknown device.D:\a\ml-builds\ml-builds\xgboost\include\xgboost/context.hnthread&0>#0>#  &0@$#F$#R$#X$#p$#`E|$#$#$#^$#d$#j$#v$#L$#&P@&0>#0>#` 0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#XGBoost version not compiled with GPU support.D:\a\ml-builds\ml-builds\xgboost\src\common\common.h128-bit floating point is not supported on current platform.D:\a\ml-builds\ml-builds\xgboost\src\common\threading_utils.hD:\a\ml-builds\ml-builds\xgboost\rabit\include\rabit/internal/utils.h&`   Pcurr_ptr_ + size <= buffer_size_D:\a\ml-builds\ml-builds\xgboost\rabit\include\rabit/internal/io.h(&  @read can not have position excceed buffer lengthfid == static_cast(names_.size())D:\a\ml-builds\ml-builds\xgboost\include\xgboost/feature_map.hFeatureMap feature index exceed boundidx < names_.size()unknown feature type, use i for indicator and q for quantitychunksize == groupsD:\a\ml-builds\ml-builds\xgboost\src\c_api\c_api_utils.hUnknown prediction type:std::accumulate(shape.cbegin(), shape.cend(), static_cast(1), std::multiplies<>{}) == chunksize * rowslearnergradient_boostergblineardartgbtreegbtree_model_paramnum_parallel_treeUnknown booster:missingArgument `missing` is required.rIncorrect number of feature names.custom_feature_names.size() == n_featuresfeature_names.size() == n_featuresIncorrect number of feature types.feature_types.size() == n_featuresffeature_map.Size() == n_featuresInvalid DMatrix handleCheck failed: pp_mCheck failed: p_mMemory should be contiguous.`typestr' should be of format .Only dimensional array is valid.Only version <= 3 of `__cuda_array_interface__' and `__array_interface__' are supported.Bit fieldBooleanIntegerUnsigned integerFloating pointComplex floating pointTimedeltaObjectStringUnicodeOther Or open an issue.https://docs.scipy.org/doc/numpy/reference/arrays.interface.htmlof your input data complies to: Please verify the `__cuda_array_interface__/__array_interface__' in `typestr' of input array.Invalid type code: D:\a\ml-builds\ml-builds\xgboost\src\data\array_interface.h is not supported.-versionMissing `version' field for array interfacetypestrMissing `typestr' field for array interfaceCheck failed: typestr.size() == 3 || typestr.size() == 4shapeMissing `shape' field for array interfacedataMissing `data' field for array interfacemaskj_shape.size() == 1mask with bitfield type should be of 1 byte per bitfield.type_length == 1mask with integer type should be of 1 byte per integer.mask must be of integer type or bit field type.stridesstrides.size() == 1get(strides.at(0)) == type_lengthEmpty data with non-zero shape.size == 0& 0>#0>#0>#&@&0>#0>#0>#0&&0>#0>#0>#&П&P0>#0>#0>#0&p&0>#0>#0>#&&0>#0>#0>#0& float32float64bool8int32int8int16int64Unknown data table type.D:\a\ml-builds\ml-builds\xgboost\src\c_api\../data/adapter.h&0>#0>#0>#&p&0>#0>#0>#Format string cannot be emptyCheck failed: format_strColumn data type not supported by XGBoostCheck failed: falseCheck failed: std::string(schema->format) == "+s"Check failed: columns.empty()&Cannot import non-existent record batchCheck failed: rb_Cannot import record batch without a schemaCheck failed: !schema_->columns.empty()&`0>#0>#0># &0Cannot reset RecordBatchesIterAdapterCheck failed: at_first_&`   @ 0   D:\a\ml-builds\ml-builds\xgboost\src\c_api\../data/proxy_dmatrix.hSlicing DMatrix is not supported for Proxy DMatrix.Slicing DMatrix columns is not supported for Proxy DMatrix.USE_RMMoutInvalid pointer argument: D:\a\ml-builds\ml-builds\xgboost\src\c_api\c_api.ccBUILTIN_PREFETCH_PRESENTMM_PREFETCH_PRESENTUSE_OPENMPDEBUGUSE_FEDERATEDz&Djson_strCheck failed: ec == std::errc()Unknown global parameters: { }Check failed: efnameurisilent`.` is required for `Argument `configXGDMatrixCreateFromURIdata_split_mode&@XGDMatrixCreateFromCallbackcache_prefixnextresetXGQuantileDMatrixCreateFromCallback1.7.0XGDeviceQuantileDMatrixCreateFromCallbackInvalid handle to ref.Check failed: _refmax_binDMatrix/Booster has not been initialized or has already been disposed.c_interface_strCurrent DMatrix type does not support set data.Check failed: mindptrindicesXGDMatrixCreateFromCSR2.0.0XGDMatrixCreateFromCSRExc_json_configXGDMatrixCreateFromCSCXGDMatrixCreateFromCSCExXGDMatrixCreateFromArrowCallbacknbatchslice does not support group structurestatic_cast*>(handle) ->get() ->Info() .group_ptr_.size() == 0Ubinary saving only supported by SimpleDMatrixfieldout_featureslenCheck failed: type >= 1 && type <= 4XGDMatrixSetGroup is deprecated, use `XGDMatrixSetUIntInfo` instead.groupout_lenout_dptrout_indptrout_indicesout_datap_m->Info().num_col_ <= std::numeric_limits::max()Check failed: page.pageThe quantile cut hasn't been generated yet. Unless this is a `QuantileDMatrix`, quantile cut is generated during training.dmatsjson_parametersout_strdtrainCheck failed: dtrgradhessevnamesout_resultBooster has not been initialized or has already been disposed.DMatrix has not been initialized or has already been disposed.XGBoosterPredictFromDMatrixtypeiteration_beginiteration_endntree_limitOnly one of the `ntree_limit` or `iteration_range` can be specified.Check failed: iteration_end == 0`ntree_limit` is deprecated, use `iteration_range` instead.trainingstrict_shapeout_dimout_shapeInplacePredictImplCheck failed: p_predtp_predt->Size() >= n_samplesInvalid input type for inplace predict.Check failed: proxyarray_interfacestr.size() >= 3str[0] == '{'jsonSaving into deprecated binary model format, please consider using `json` or `ubj`. Model format will default to JSON in XGBoost 2.2 if not specified.wbufjson_configXGBoosterSaveModelToBufferformatdeprecatedUnknown format: `1.6.0XGBoosterGetModelRawCheck failed: p_outout_modelstextfmapftypesuccesskeyfeaturesfeature_namefeature_typeUnknown field for Booster feature info:XGBoosterFeatureScoreimportance_typefeature_mapfeature_namesout_n_featuresfeatures.size() <= scores.size()scores.size() % features.size() == 0ulfeatures.size() == scores.size()out_scoresname_strCannot reset IteratorAdapterinvalid map keyCheck failed: impl_ != nullptrD:\a\ml-builds\ml-builds\xgboost\include\xgboost/data.h to Number of columns between batches changed from Check failed: columns_ == data::kAdapterUnknownSize || columns_ == batch.columnsColumn: get(array).size() == 1Input pointer misalignment.ptr % alignment == 0XGBoost doesn't support internal broadcasting.Shape of bit mask doesn't match data shape. n_bits == nMasked array is not yet supported.Check failed: mask_it == array.cend() || IsA(mask_it->second)streaminvalid vector subscriptCheck failed: sizeof(long double) == 16Half type is not supported.invalid string position}, got: ``, expecting one of the: {`Invalid type for: `D:\a\ml-builds\ml-builds\xgboost\include\xgboost/json.hEmpty data passed in.Proxy DMatrix cannot return data batch.&0*)P+&0*)P+i < data.size()end <= data.size()n_numeric == n_features - n_categoriesindptr.back() == vals.size() + mins.size() - n_categoriesi < Dstride and shape don't match.j_strides.size() == j_shape.size()vector too longInvalid cast, from ) vs. (`, n_threads >= 1<Check failed: m == 1 || n == 1&*)P+&*)P+&*)P+&*)P+&*)P+&*)P+', Possible Arguments: Cannot find argument '---------------- ?CUnknown data type.D:\a\ml-builds\ml-builds\xgboost\src\collective\communicator.h&0>#0>#0>#0>#0>#0>#0>#0>#XGBOOST_COMMUNICATORxgboost_communicator is less than 1.World size is less than 0.Rank . is greater than world_size - 1: rabitfederatedin-memoryin-memory-ncclUnknown communicator type &` ``a0mP{ЇIN_MEMORY_WORLD_SIZEIN_MEMORY_RANKin_memory_world_sizein_memory_rankFederated world size must be set.D:\a\ml-builds\ml-builds\xgboost\src\collective\in_memory_communicator.hFederated rank must be set.rank&  ЇЇЇ{Ї& `apc n|0P==1=0Failed to initialize RabitD:\a\ml-builds\ml-builds\xgboost\src\collective\rabit_communicator.hUnknown data typeXGBoost is not compiled with Federated Learning support.D:\a\ml-builds\ml-builds\xgboost\src\collective\communicator.ccUnknown communicator type.Unknown allreduce operationFloating point types do not support bitwise operations.&E&Eh&@E&@E&0genericAllgatherAllreduceBroadcastIn memory handler already initialized.Check failed: world_size_ < world_sizeD:\a\ml-builds\ml-builds\xgboost\src\collective\in_memory_handler.ccIn memory handler already shutdown.Check failed: world_size_ > 0Invalid reduce operation: waiting for current sequence number rank : handling request: all requests received: waiting for all clients: sending reply: all replies sent&0@systemunknown error`: Failed to call `D:\a\ml-builds\ml-builds\xgboost\include\xgboost/collective/socket.hUnknown IA family.getsockopt(handle_, SOL_SOCKET, SO_PROTOCOL_INFO, reinterpret_cast(&info), &len)sendrecvsystem::CloseSocket(handle_)socketFailed to get addr info for: D:\a\ml-builds\ml-builds\xgboost\src\collective\socket.cc0.0.0.0::Check failed: !this->IsClosed()str.size() < std::numeric_limits::max()Failed to send string length.this->SendAll(&len, sizeof(len)) == sizeof(len)Failed to send string.bytes == str.size()Failed to recv string length.this->RecvAll(&len, sizeof(len)) == sizeof(len)Failed to recv string.bytes == lenstatic_cast(socket.Domain()) == static_cast(addr.Domain())00010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899gffffffQ~jt*Ǻ"<8b->Nc{-1+x#c^- Knu7X%Y^_GzK`eq]p J&gչ o"4%QttS`؈$C(ӦfHRl ۩#j+vv=IJ+10Q=ѬVZbu)j}և]:1VӾa'miK$!Q㢢P@9j>`KUq݉ [qB1h?(SuYQ!"GMk9X 3D۸N <C.{$~ۃ6/l##ՂF!@je _vH@0ļ4&k7y؅W4Ngm=`X@xPMJ- yCx(,*42q0/'|!1錠9Y>R$n`F"x|+MraB ydiWC*fJ\)c7]`xxֲK}Yq\Ck 3TNaN0E0D:\a\ml-builds\ml-builds\xgboost\src\common\io.h&0>#0>#&@Pw_n_bytes == n_bytesw_n_bytes == remainingmem_->Size() >= nD:\a\ml-builds\ml-builds\xgboost\src\data\../common/ref_resource_view.h bytes.bad_malloc: Failed to allocate x&)p+reinterpret_cast(ptr) % std::alignment_of_v == 0??\\r\n\\\t\"\b\f\u%04xdevice` instead., use `` is deprecated sinceD:\a\ml-builds\ml-builds\xgboost\src\common\error_msg.ccYou have manually specified the `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.gpu_id E.g. device=cpu/cuda/cuda:0Empty dataset at worker: Potential solutions: - Use a data structure that matches the device ordinal in the booster. - Set the device for booster before call to inplace_predict. This warning will only be shown once. . , while the input data is on: Falling back to prediction using DMatrix due to mismatched devices. This might lead to higher memory usage and slower performance. XGBoost is running on: D:\a\ml-builds\ml-builds\xgboost\src\common\quantile.hSortedSketchContainerD:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.hentries_per_column.size() == info.num_col_D:\a\ml-builds\ml-builds\xgboost\src\common\hist_util.ccinvalid init parameterCheck failed: n * limit_size >= maxnCheck failed: nlevel <= std::max(static_cast(1), static_cast(limit_size * eps))entries_per_columns.size() == static_cast(n_columns)column_sizes_tloc[i].size() == static_cast(n_columns)UnreachableCheck failed: !offsetsCheck failed: offsets?@)AD:\a\ml-builds\ml-builds\xgboost\src\common\host_device_vector.ccSize() == other.Size()\\?\...&G: "", "\\?\UNC\\\?\GLOBALROOTweakly_canonical://&@&PNot implemented&0&0@  %P45p$#p<9GH678p9 +&H&P`ȡ&P@&D:\a\ml-builds\ml-builds\xgboost\src\common\io.ccCheck failed: out failed: Opening file://. Failed to open:fd != ((HANDLE)(LONG_PTR)-1)Failed to map: Check failed: map_fileptr != nullptr: Faled to call munmap: Check failed: UnmapViewOfFile(handle_->base_ptr)Failed to close handle: Check failed: CloseHandle(handle_->fd)Failed to close mapping object: Check failed: CloseHandle(handle_->file_map)list too longnullptr "D:\a\ml-builds\ml-builds\xgboost\include\xgboost/string_view.hbeg <= size_&@@0Expecting: "", got: "EOF"\0" "&`P0P P&@ 0& Check failed: ret.ec == std::errc()D:\a\ml-builds\ml-builds\xgboost\src\common\json.ccNumberArrayU8ArrayI32ArrayI64Array can not be indexed by string.Object of type can not be indexed by Integer.&~0} | w0>#&@~п0} |v0>#&~0} |v0>#&@0} | x0>#Unknown construct, around character position: , "\0Unknown escapenullExpecting null value "null"raw_str_.size():cursor_.Pos(): ch != -1Expecting digit` is not supported for typed array.f64 is not supported.High precision number is not supported.bad allocation&EOut of range valueNo conversion could be performed&`0>#0>#Ї0>#0>#0># has already been registered in key D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/parameter.h, required' but value=' expect Invalid Parameter format for & 0, value='Out of range value for pos <= value.length()Some trailing characters could not be parsed: 'huber_slopeThe delta term in Pseudo-Huber loss.PesudoHuberParam exceed bound [ for Parameter value should be greater equal to should be smaller equal to is not presented of Required parameter optional, default=infinitynanInvalid NAN literal*p == ')'D:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc\./strtonum.hv?Y@ A LInvalid categorical value detected. Categorical value should be non-negative, less than total number of categories in training data and less than D:\a\ml-builds\ml-builds\xgboost\src\common\categorical.hMaximum cateogry should not be lesser than the total number of categories.max_cat + 1 >= n_categoriesSize of weight must equal to the number of query groups when ranking group is used.Invalid query group structure. The number of rows obtained from group doesn't equal to group_ptr.size() >= 2info.weights_.Size() == n_groups the number of rows from the data.group_ptr.back() == n_samples, 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_sizehessian.size() == info.num_row_D:\a\ml-builds\ml-builds\xgboost\src\common\quantile.ccgroup_ptr.back() == hessian.size()HostSketchContainerPushColPageweights.size() == info.num_row_, n= check quantile stats, nbig=, chunk=, range=, maxsize= srcsize=quantile: too many large chunkCheck failed: nbig < n, wgap=, maxgap=mingap=bug in combineCheck failed: size <= sa.size + sb.sizesrc.size == 0this->size == 0, v=, wmin=, rmax=] rmin=SketchContainerImplcolumns_size_.size() != 0n_threads_ >= 1worker_segments.size() >= 1Check failed: reduced[i].dataAllReduceNumber of columns differs across workersn_columns == sketches_.size()num_cuts.size() == 0PushRowPagesketches_.size() == n_columnsCheck failed: a.dataCheck failed: a.data && reduced[fidx].datap_cuts->cut_values_.HostVector().size() <= std::numeric_limits::max()cut_size > p_cuts->cut_ptrs_.HostVector().back()feature_ptr.front() == 0rank_size == totalInvalid size of sample weight.h_weights.size() == batch.Size()count <= total_entriesCheck failed: worker_feature.data()'7o:>AK_H&`#@(%Ї#$@%quantile_alphaList of quantiles for quantile loss.alphaQuantileLossParam75features.size() > 0D:\a\ml-builds\ml-builds\xgboost\src\common\random.ccCheck failed: ctx_(&T)`O+array.size() == weights.size()D:\a\ml-builds\ml-builds\xgboost\src\common\random.hCheck failed: ctx->IsCPU()D:\a\ml-builds\ml-builds\xgboost\src\common\algorithm.h75AOtrue1doublelong (non-negative)boolean&Ѕ``pPInvalid Input: '', valid values are: optional, default=) exisit!(Enum Enums: ), Value not found in enum declaredenum_back_map_.count(value) != 0U&ЇP``Ь&Pp@p&жЅ``pPUnreachable.D:\a\ml-builds\ml-builds\xgboost\src\common\ranking_utils.h&P00Pplambdarank_pair_methodMethod for constructing pairs.lambdarank_num_pair_per_sampleNumber of pairs for each sample in the list.lambdarank_unbiasedUnbiased lambda mart. Use extended IPW to debias click positionlambdarank_bias_normLp regularization for unbiased lambdarank.ndcg_exp_gainWhen set to true, the label gain is 2^rel - 1, otherwise it's rel.rank.size() == predt.size()D:\a\ml-builds\ml-builds\xgboost\src\common\ranking_utils.ccLambdaRankParampremap%u[-]?@When using relevance degree as target, label must be either 0 or positive integer.Check failed: label_is_integerSet `ndcg_exp_gain` to false to use custom DCG gain. when the exponential NDCG gain function is used. Relevance degress must be lesser than or equal to Check failed: label_is_valid can only be used with binary labels.Check failed: is_binaryg_rank.size() == sorted_idx.size()HgY?@$@חAt_v.Shape(1) != 0D:\a\ml-builds\ml-builds\xgboost\src\common\stats.ccCheck failed: alpha >= 0 && alpha <= 1D:\a\ml-builds\ml-builds\xgboost\src\common\stats.hk >= 0?&жЅ``pPaft_loss_distributionnormalextremeChoice of distribution for the noise term in Accelerated Failure Time modelaft_loss_distribution_scaleScaling factor used to scale the distribution in Accelerated Failure Time model did not get stopped properly.Timer for D:\a\ml-builds\ml-builds\xgboost\src\common\timer.ccus calls @ s, ========): ======== Monitor (.AInvaid version format in loaded JSON object: D:\a\ml-builds\ml-builds\xgboost\src\common\version.ccIncorrect version format found in binary file. Binary file from XGBoost < 1.0.0 is no longer supported. Please generate it again.fi->Read(&read[0], verstr.size()) == verstr.size()Check failed: fi->Read(&major)Check failed: fi->Read(&minor)Check failed: fi->Read(&patch)h$string has not been registered in Alias &c {`xЇ`n`ww&PxPiPPxRandom number seed during training.random_stateseed_per_iterationSeed PRNG determnisticly via iterator number.Device ordinal.Number of threads to use.n_jobsfail_on_invalid_gpu_idFail with error when gpu_id is invalid.validate_parametersEnable checking whether parameters are used or not.  !"#  !"#&0e)#)# pp&@f&`gh&f&eh&f&fh&@f&pf&fh&0gContextGot: `D:\a\ml-builds\ml-builds\xgboost\src\context.ccInvalid argument for `device`. Expected to be one of the following: - cpu - cuda - cuda: # e.g. cuda:0 - gpu - gpu: # e.g. gpu:0 gpu(:[0-9]+)?|cuda(:[0-9]+)?|cpugpuOrdinal value too large.opt_id.value() <= std::numeric_limits::max()Both `device` and `gpu_id` are specified. Use `device` instead.Invalid value for `gpu_id`. Got:Check failed: opt_id.has_value()new_d.ordinal == this->device_.ordinalthis->device_.ordinal == kCpuIdthis->device_.ordinal > kCpuIdvector too long()$^.*+?[]|\-{},:=! &dh&cP%X%P%h%t%%H%% %%%%%%%%%% %%$%0%H<%@%HD%P%X$\%`%h%alnumalnumalphablankblankcntrlcntrldddigitdigitgraphgraphlowerlowerprintprintpunctpunctspacespacessupperupperwxdigitxdigit h& Input data contains `inf` or a value too large, while `missing` is not set to `inf`D:\a\ml-builds\ml-builds\xgboost\src\data\../common/io.hD:\a\ml-builds\ml-builds\xgboost\src\data\../data/adapter.h&0 Ш  @Check failed: parser_D:\a\ml-builds\ml-builds\xgboost\src\data\file_iterator.hlabelqidweightautoInvalid group structure.Check failed: valid_query_groupD:\a\ml-builds\ml-builds\xgboost\src\data\validation.hnum_rownum_colnum_nonzerolabelsgroup_ptrweightsbase_marginlabels_lower_boundlabels_upper_boundfeature_typesfeature_weightsD:\a\ml-builds\ml-builds\xgboost\src\data\data.ccAll feature_types must be one of {int, float, i, q, c}. again.Please process and save your data in current version: is no longer supported. Binary DMatrix generated by XGBoost: major >= 1minor >= 6MetaInfo: invalid formatCheck failed: fi->Read(&num_field)fields.) fields, but the binary file only contains MetaInfo: insufficient number of fields (expected at least num_field >= expectedMetaInfo: the given binary file contains extra fields which will be ignored.Incorrect size of base margin vector.this->base_margin_.Size() % this->num_row_ == 0Incorrect size for base margin.Check failed: this->base_margin_.Size() % this->num_row_ == 0Incorrect size for labels.this->labels.Size() % this->num_row_ == 0Label contains NaN, infinity or a value too large.Check failed: valid`qid` must be sorted in non-decreasing order along with data.Check failed: non_decWeights must be positive values.label_lower_boundlabel_upper_boundFeature weight must be greater than 0.Unknown key for MetaInfo: Check failed: t.CContiguous()Check failed: keyUnknown float field name: Unknown uint32 field name: Unknown data type for getting meta info. must be equal to number of columns.Length of size == this->num_col_Check failed: infoUnknown feature info name: Unknown feature info: Number of columns must be consistent across batches.this->num_col_ == that.num_col_that.group_ptr_.size() != 0group_ptr_.size() == weights_.Size() + 1the actual number of rows given by data.group_ptr_.back() == num_row_Size of weights must equal to number of rows.weights_.Size() == num_row_Size of labels must equal to number of rows.labels.Shape(0) == num_row_Size of label_lower_bound must equal to number of rows.labels_lower_bound_.Size() == num_row_Size of feature_weights must equal to number of columns.feature_weights.Size() == num_col_Size of label_upper_bound must equal to number of rows.labels_upper_bound_.Size() == num_row_num_nonzero_ <= num_col_ * num_row_Size of base margin must be a multiple of number of rows.base_margin_.Size() % num_row_ == 0 entries loaded from matrix with XGBoost federated mode detected, not splitting data among workersXGBoost distributed mode detected, will split data among workersOnly one `#` is allowed in file path for cache file specification.cache_file.find('#') == std::string::npos.r partsLoad part of data Column-wise data split is not support for external memory.Splitting data by columntranspose.offset.Size() == num_columns + 1other_data.size(): self_data.size(): self_offset.size() == other_offset.size()beg <= data.size()ptr < offset.size()key >= builder_base_row_offsetMetaInfo: Invalid format for Check failed: strm->Read(&name), got: Expected field: name == expected_nameCheck failed: strm->Read(&type_val)got field type: Expected field of type: Check failed: type == expected_typeCheck failed: strm->Read(&is_scalar) to be a scalar; got a vectorExpected field Check failed: is_scalarCheck failed: strm->Read(field) to be a tensor; got a scalarCheck failed: !is_scalarCheck failed: strm->Read(&(shape[i]))Check failed: strm->Read(&field) to be a vector; got a scalarCheck failed: strm->Read(&shape.first)Check failed: strm->Read(&shape.second)Number of columns is expected to be 1.shape.second == 1Inconsistent size after modification.this->Data()->Size() == detail::CalcSize(this->shape_)D:\a\ml-builds\ml-builds\xgboost\include\xgboost/linalg.hMeta info like label or weight can not have missing value.array.valid.Capacity() == 0Check failed: t_out.CContiguous()shape[i] == r.Shape(i); the device ordinal of the Booster is: Invalid device ordinal. Data is associated with a different device ordinal than the booster. The device ordinal of the data is: Internal Error: XGBoost is not compiled with CUDA but EllpackPage is requiredD:\a\ml-builds\ml-builds\xgboost\src\data\ellpack_page.ccOnly one `#` is allowed in file path for cachefile specificationname_args_cache.size() <= 2D:\a\ml-builds\ml-builds\xgboost\src\data\file_iterator.ccURI parameter `format` is required for loading text data: filename?format=csvname_args.size() == 2 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)?Check failed: binTypeSize == kUint8BinsTypeSize || binTypeSize == kUint16BinsTypeSize || binTypeSize == kUint32BinsTypeSizeD:\a\ml-builds\ml-builds\xgboost\src\data\../common/hist_util.hhit_count.size() == n_bins_totalD:\a\ml-builds\ml-builds\xgboost\src\data\gradient_index.h[Internal Error]: Cannot grow the vector when external memory is used.Check failed: storage.Resource()->Type() == ResourceHandler::kMallocD:\a\ml-builds\ml-builds\xgboost\src\data\../common/column_matrix.hm_size >= storage.size()Check failed: resourceCheck failed: p_fmat->SingleColBlock()D:\a\ml-builds\ml-builds\xgboost\src\data\gradient_index.ccCheck failed: !sorted_sketchrow_ptr.size() == 0n_bytes >= this->data.size()Check failed: this->data.empty()Check failed: resource->Type() == common::ResourceHandler::kMallocCheck failed: malloc_resourceCheck failed: columns_& X& (& & x& & x& & x& num_nonzeros_.size() == n_featuresrawRaw GHistIndex binary data format.&     &@  ` Check failed: fiD:\a\ml-builds\ml-builds\xgboost\src\data\gradient_index_format.cc&P3 &E8&j Fail to schedule the chore!&4 U 0&4 U 0>#&4 0>#This function cannot be called on a default constructed task(&5 0>#& 0 U 0W x& 3 J broken promisefuture already retrievedpromise already satisfiedno state&j @i futureD:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_source.hformat.front() == '.'Check failed: curr_exce_count_ == source_->Iter()D:\a\ml-builds\ml-builds\xgboost\src\data\gradient_index_page_source.cccuts_.Values().size() != 0Check failed: !cache_info_->writtenwbab seconds. MB written in Check failed: fmt->Read(page.get(), fi.get())Check failed: !at_end_total batches:n_prefetch_batches > 0fetch_it < cache_info_->offset.size()Sparse DMatrix assumes forward iteration.std::count_if(ring_->cbegin(), ring_->cend(), [](auto const& f) { return f.valid(); }) == n_prefetch_batchesCheck failed: !(*ring_)[count_].valid()x&/ Pd X  ЇV &pU ) 2 +p&PU )1 +Unknown format type D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_writer.h&`U )1 +p&@U )1 +&0O [  V 0d 0S p&N N U d  &`N +U c R p&U )P+&0 Pd X  ЇV &0 Pd X @[ ` V H&P2 d Y  ЇV &N N V d  P&pO  \ @V @d S &P1 g &1 g &O O V  d  P?eAInconsistent `max_bin`. `max_bin` should be the same across different QuantileDMatrix, and consistent with the Booster being trained.X&H Bad any_castD:\a\ml-builds\ml-builds\xgboost\src\data\proxy_dmatrix.hInvalid proxy handle.Check failed: proxy_handleCheck failed: typed&`    D E 0 p 0  @( P 0 @  param.max_bin == batch_.max_binD:\a\ml-builds\ml-builds\xgboost\src\data\iterative_dmatrix.hOnly `hist` and `gpu_hist` tree method can use `QuantileDMatrix`.Check failed: !param.regen && param.hess.empty()Slicing DMatrix is not supported for Quantile DMatrix.Slicing DMatrix columns is not supported for Quantile DMatrix.Not implemented.D:\a\ml-builds\ml-builds\xgboost\src\common\../data/gradient_index.hIterative DMatrix must have at least 1 batch.D:\a\ml-builds\ml-builds\xgboost\src\data\iterative_dmatrix.ccCheck failed: refCheck failed: p_cutsInvalid ref DMatrix, different number of features.ref->Info().num_col_ == n_featuresh_ft.size() == n_ftUnknown type: Inconsistent number of columns.n_features == num_cols()Something went wrong during iteration.Check failed: std::none_of(column_sizes.cbegin(), column_sizes.cend(), [&](auto f) { return f > accumulated_rows; })Data must has at least 1 column.n_features >= 1accumulated_rows == Info().num_row_Check failed: p_sketchh_ft.size() == n_featuresrbegin == Info().num_row_this->ghist_->Features() == Info().num_col_proxy->Info().labels.Size() == 0P&    C Check failed: !detail::RegenGHist(param, batch_)`QuantileDMatrix` not initialized.`sparse_threshold` can not be changed when `QuantileDMatrix` is used instead of `DMatrix`.&    C page.row_ptr.size() == h_offset.size()P&    C Check failed: page_ != nullptrD:\a\ml-builds\ml-builds\xgboost\src\data\simple_batch_iterator.hCheck failed: !std::isnan(sparse_thresh)&@U )p +P&)@ +&U )P@H ? |H H  |H H Not implemented on device.Check failed: on_hostD:\a\ml-builds\ml-builds\xgboost\src\data\proxy_dmatrix.ccFailed to fallback.Check failed: p_fmatP&Y )P+&Y )P+P& & D:\a\ml-builds\ml-builds\xgboost\src\data\../common/error_msg.h. Consider using a different updater or tree_method.Sample size too large for the current updater. Maximum number of samples:D:\a\ml-builds\ml-builds\xgboost\src\data\adapter.h&     &  0 @  &     & ` 0 P  & @  Я  &  0 @  &   @  &     &     &   в  &`  p    0       Batch parameter is not initialized.Check failed: r.Initialized()D:\a\ml-builds\ml-builds\xgboost\src\data\batch_utils.h&    C &    C &    C batch_param_.max_bin == param.max_binD:\a\ml-builds\ml-builds\xgboost\src\data\simple_dmatrix.ccCheck failed: !detail::RegenGHist(batch_param_, param)Generating new Ellpack page.param.max_bin >= 2Inconsistent sparse threshold.Generating new Gradient Index.batch_param_.hess.data() == param.hess.data()Check failed: castedinvalid input file formatCheck failed: in_stream->Read(&tmagic)invalid format, magic number mismatchtmagic == kMagicoffset_vec.back() == info_.num_nonzero_D:\a\ml-builds\ml-builds\xgboost\src\data\./simple_batch_iterator.hColumn is emptyCheck failed: data_Column is empty or out-of-bound index of the columnCheck failed: data_ && row_idx < length_&@U ) +&@U ) +&@U ) +&@U ) +&@U )P +&@U ) +&@U ) +&@U )@ +&@U ) +&@U ) +Expecting CSCAdapterCheck failed: (std::is_same::value || std::is_same::value)&*)P+&*)P+&P )P+data_.Size() == detail::CalcSize(shape_)CCCC; you may want to remove it manuallyCouldn't remove external memory cache file Multiple threads attempting to use Sparse DMatrix.Check failed: lock_.try_lock()&@^`N0>#pg0>#&0g`N0Rpg l`Check failed: proxy_Must have at least 1 batch.Check failed: iter_.Next()cache_info_->offset.size() == n_batches_ + 1count_ == n_batches_count_ >= 1&]`N0>#pg0>#`&\`NNpg0>#&\`NNpgg &^`N0>#pg0>#&@]`NNpg0>#&@]`NNpgithis->page_->Size() == n_features_this->page_->data.Size() == csr->data.Size()&]`N0>#pg0>#&]`NNpg0>#H&f`NNpgP5 &`    fp~m srgmCheck failed: kv.secondD:\a\ml-builds\ml-builds\xgboost\src\data\./sparse_page_dmatrix.hSlicing DMatrix is not supported for external memory.Slicing DMatrix columns is not supported for external memory.Can not obtain a single CSR page for external memory DMatrixMake cache:DMatrix-rinfo_.num_col_ != 0D:\a\ml-builds\ml-builds\xgboost\src\data\sparse_page_dmatrix.cc.row.pageCheck failed: sparse_page_source_.col.pagethis->Info().num_col_ != 0.sorted.col.page.gradient_index.pagecuts.Values().size() != 0Check failed: ghist_index_source_this->count_ == this->n_batches_this->count_ >= 1source_->Iter() == this->count_Check failed: page_P&_Pd X  ЇV &^Pd X  ЇV `&^Pd X  ЇV &@U )b+H&@U )@b+&@U )b+H&@U )pb+&@U )b+H&)P+&*)P+(&_Pd X  ЇV H&_Pd X @[ ` V &cd Y  ЇV &@_Pd X  ЇV (&@_Pd X @[ ` V &cd Y  ЇV & `Pd X  ЇV & `Pd X @[ ` V `&dd Y  ЇV &нS h&pS &м S H&Paph&`pP&ap&`X&ax&a&00V @ &PPV P &ppV ` '@ `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()Invalid SparsePage filepage->offset.Size() != 0U&@ `Raw binary data format.`' '0 `'@@P &@ `Model is not initializedCheck failed: !model_.weight.empty()gblinear doesn't support number of trees for feature importance.Check failed: trees.empty()gblinear only has `weight` defined for feature importance.importance_type == "weight"PredictBatchInternalbase_margin.Size() == nsize * ngroupnameLinear booster, implement generalized linear model.X')`+' 0 fi->Read(¶m_, sizeof(param_)) == sizeof(param_)D:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear_model.h { "bias": [, "weight": [ ], } ]bias: weight: Slice is not supported by the current booster.D:\a\ml-builds\ml-builds\xgboost\include\xgboost/gbm.hInplace predict is not supported by the current booster.D:\a\ml-builds\ml-builds\xgboost\src\gbm\../common/threading_utils.hgpu_coord_descentcoord_descentupdaterD:\a\ml-builds\ml-builds\xgboost\src\gbm\gblinear.cc'00@`P  h'hdevice="cuda", updater="coord_descent"GBLinearmodelget(in["name"]) == "gblinear"gblinear_train_paramCheck failed: this->updater_DoBoostPredictBatchgblinear does not support prediction of leaf indexshotgunUpdate algorithm for linear model. One of shotgun/coord_descenttoleranceStop if largest weight update is smaller than this number.max_row_perbatchMaximum rows per batch.Linear booster does not support prediction range.layer_begin == 0GBLinearTrainParamint (non-negative)deprecated_num_featuredeprecated_num_output_groupboosted_roundsDeprecatedGBLinearModelParam' P.!'$@+P+PUnknown gbm type D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbm.cc'4p @xx>@`M( '@ Check failed: p_dartCheck failed: p_dart->weight_drop_.empty()weight_dropget(in["name"]) == "dart"dart_train_paramCheck failed: !this->model_.learner_model_param->IsVectorLeaf()Check failed: predictori >= p_out_preds->versionp_out_preds->predictions.Size() == predts.predictions.Size()Check failed: successD:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.hUnsupported data type for inplace predict.predts.predictions.Size() == p_out_preds->predictions.Size()weight = trees, drop deque too longCheck failed: tree_param_.GetInitialised()'pm6MMrxx>xyp MPh'4M`GBTreeInvalid tree index.idx <= total_n_treesUnknown device type:out_l == n_layersgaintotal_gaincovertotal_cover{"weight", "total_gain", "total_cover", "gain", "cover"}, got: Unknown feature importance type, expected one of: D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree.ccX'p{ЅPredict leaf supports only iteration end: (0, n_iteration), use model slicing instead.tree_begin == 0Predict contribution supports only iteration end: (0, n_iteration), using model slicing instead.Predict interaction contribution supports only iteration end: (0, n_iteration), using model slicing instead.Tree booster, gradient boosted trees.Tree booster, dart.step >= 1P 'PP`  'В uniformP ''( '@6Pd support for multi-target tree is not yet implemented.num_treesNumber of features used for training and prediction.Number of parallel trees constructed during each iteration. This option is used to support boosted random forest.iteration_indptr.size() == 1D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree_model.hP 'жЅ``pP 'жЅ``pPupdater_seqTree updater sequence.process_typedefaultupdateWhether to run the normal boosting process that creates new trees, or to update the trees in an existing model.tree_methodapproxexacthistgpu_histChoice of tree construction method.sample_typeDifferent types of sampling algorithm.normalize_typeforestDifferent types of normalization algorithm.rate_dropFraction of trees to drop during the dropout.one_dropWhether at least one tree should always be dropped during the dropout.skip_dropProbability of skipping the dropout during a boosting iteration.Check failed: !model.iteration_indptr.empty()Out of range for tree layers.end <= model.BoostedRounds()tree_begin <= tree_endD:\a\ml-builds\ml-builds\xgboost\src\gbm\../common/error_msg.hInplace predict accepts only DMatrixProxy as input.If you are loading a serialized model (like pickle in Python, RDS in R) or configuration generated by an older version of XGBoost, please export the model by calling `Booster.save_model` from that version first, then load it back in current version. See: https://xgboost.readthedocs.io/en/stable/tutorials/saving_model.html for more details about differences between saving model and serializing. grow_quantile_histmakergrow_gpu_histgrow_histmakergrow_gpu_approxThe `exact` tree method is not supported on GPU.grow_colmaker,pruneUnknown tree_method: `unreachablecpu_predictorUsing tree method: Check failed: !updaters_.empty()model_.param.num_parallel_tree == trees.size()Boosting random forest is not supported for current objective.model_.param.num_parallel_tree == 1Update tree leafCheck failed: !trees.front()->IsMultiTarget()trees.size() == model_.param.num_parallel_treeOnly the hist tree method is supported for building multi-target trees with vector leaf.Check failed: tparam_.tree_method == TreeMethod::kHist || tparam_.tree_method == TreeMethod::kAutoGPU is not yet supported for vector leaf.Check failed: ctx_->IsCPU()BoostNewTreesn_groups != 0Current objective doesn't support external memory.must have exactly ngroup * nrow gpairsin_gpair->Size() % n_groups == 0USet `process_type` to `update` if you want to update existing trees.can not be used to create new trees. ` Updater: `Check failed: !updaters_.front()->CanModifyTree()Set `process_type` to `default` if you want to build new trees.can not be used to modify existing trees. Check failed: up->CanModifyTree()boosting rounds can not exceed previous training roundsNo more tree left for updating. For updating existing trees, model_.trees.size() < model_.trees_to_update.size()Mismatching size between number of rows from input data and size of gradient vector.n_out % gpair->Size() == 0gpair->Size() == n_outCommitModelget(in["name"]) == "gbtree"gbtree_train_paramtree_train_param Loading from a raw memory buffer (like pickle in Python, RDS in R) on a CPU-only machine. Consider using `save_model/load_model` instead. See: https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html for more details about differences between saving model and serializing. Changing `tree_method` to `hist`.Changing updater from `grow_gpu_hist` to `grow_quantile_histmaker`.specified_updaterCheck failed: p_gbtreeCheck failed: this->model_.learner_model_param->Initialized()Empty slice is not allowed.end != begin trees remain. Slice the model before making update if you only want to update a portion of trees.Not all trees are updated, this->model_.trees_to_update.size() == this->model_.trees.size()out_model.iteration_indptr.front() == 0out_preds->version == 0Invalid number of trees.tree_end <= model_.trees.size()Unknown data type for inplace prediction:Check failed: cpu_predictor_GBTreeModelParamGBTreeTrainParamDartTrainParamJ@Alayer_trees != 0D:\a\ml-builds\ml-builds\xgboost\src\gbm\gbtree_model.ccmodel.trees.size() == model.param.num_treesmodel.tree_info.size() == model.param.num_treesmodel.iteration_indptr.back() == model.param.num_treesparam.num_trees == static_cast(trees.size())GBTree: invalid model filefi->Read(¶m, sizeof(param)) == sizeof(param)fi->Read(dmlc::BeginPtr(tree_info), sizeof(int32_t) * param.num_trees) == sizeof(int32_t) * param.num_treesparam.num_trees == static_cast(trees.size())treestree_infoiteration_indptrtrees_json.size() == param.num_treestree_info_json.size() == param.num_treesCheck failed: !iteration_indptr.empty()iteration_indptr.back() == param.num_treesverbosityFlag to print out detailed breakdown of runtime.use_rmmWhether to use RAPIDS Memory Manager to allocate GPU memory in XGBoostGlobalConfigurationeval_metric0.7 'P0>#0># '0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0># '0>#0># '0>#0># features or greaterUnfortunately, XGBoost does not support data matrices with n_features <= max_n_featuresD:\a\ml-builds\ml-builds\xgboost\src\common/error_msg.hD:\a\ml-builds\ml-builds\xgboost\src\common/io.hfixed_size->Read(&buffer[0], size) == sizenum_feature'жЅ``pPModel is not yet initialized (not fitted).Check failed: ret.ec == std::errc{}D:\a\ml-builds\ml-builds\xgboost\src\learner.ccbase_scorenum_classnum_targetboost_from_averageDifferent model parameter across workers.Check failed: std::equal(data.cbegin(), data.cend(), sync.cbegin())Global 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.Number of output targets. Can be set automatically if not specified.Whether we should calculate the base score from training data., output targets:multi-target-multi-class is not yet supported. Output classes:Check failed: std::as_const(base_score_).Data()->HostCanRead()base_score_.Size() == 1Check failed: base_score_.Data()->HostCanRead()Check failed: base_score_.Data()->DeviceCanRead()base_score_.Data()->DeviceCanRead() == that.base_score_.Data()->DeviceCanRead()disable_default_eval_metricFlag to disable default metric. Set to >0 to disableboosterGradient booster used for training.objectivereg:squarederrorObjective function used for obtaining gradient.multi_strategyone_output_per_treemulti_output_treeStrategy used for training multi-target models. `multi_output_tree` means building one single tree for all targets.LearnerModelParamLegacyLearnerTrainParam'0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0>#0PJpH1II J0>#0>#0>#1I0'\X'(0>#0>#Check failed: tparam_.GetInitialised()Check failed: learner_model_param_.Initialized()learner_model_param_.BaseScore(Ctx()).Size() != 0base_score.Size() == 1Check failed: !std::isnan(mparam_.base_score)Check failed: !std::isinf(mparam_.base_score)LearnerConfigurelearner_model_param_.BaseScore(this->Ctx()).Size() != 0Check failed: IsA(in)Invalid version string in configlearner_train_paramget(objective_fn["name"]) == tparam_.objectivemetricsgeneric_paramCall Configure before saving model.Check failed: !this->need_configuration_learner_model_param_paramnum_output_group" contains whitespace.Invalid parameter " Parameters: { ", } are not used. Check failed: matrix.first.ptrCheck failed: !matrix.second.ref.expired()0 feature is supplied. Are you using raw Booster interface?mparam_.num_feature != 0multi:softprobmulti:softmaxmax_delta_stepcount:poissonCheck failed: this->obj_Inconsistent labels.Check failed: n_targets == t || 1 == t, configuration from parameter:Inconsistent configuration of num_target. Configuration result from input data:Check failed: n_targets == 1 || n_targets == mparam_.num_target' Pk0>#0>#0>#0>#0>#0>#0>#0>#x0PJpH1II J0>#0>#0>#1I '4\H'@pRCONFIG-offset:Found JSON model saved before XGBoost 1.6, please save the model using current version again. The support for old JSON model will be discontinued in XGBoost 2.3.attributesbs64Base64 format is no longer supported in brick.header != "bs64"binffp.Read(&header[0], 4) == 4UInvalid model formatBoostLearner: wrong model formatfi->Read(&mparam_, sizeof(mparam_)) == sizeof(mparam_)Check failed: fi->Read(&tparam_.objective)Check failed: fi->Read(&tparam_.booster)count_poisson_max_delta_stepmulti:Loading model from XGBoost < 1.0.0, consider saving it again for improved compatibilityPlease use JSON/UBJ format for model serialization with multi-output models.Check failed: !this->learner_model_param_.IsVectorLeaf();ModelConfigInvalid serialization file.fp.Read(&header[0], header.size()) == serialisation_header_.size()Check failed: header == serialisation_header_fp.Read(&sz, sizeof(sz)) == sizeof(sz)sz > 0p'`PkP@@3QJx0PJpH1II JP2`J1I'L\@'XpRthis->learner_model_param_.num_feature != 0begin >= 0out_impl->learner_model_param_.num_feature == this->learner_model_param_.num_featureout_impl->learner_model_param_.num_feature != 0best_iterationbest_scoreUpdateOneIterPredictRawPredictionsGetGradientGradientsBoostOneIterEvalOneIterPerform one kind of prediction at a time.multiple_predictions <= 1Unsupported prediction type:Predict must happen after Load or configurationCheck failed: gbm_ != nullptrNumber of columns does not match number of features in booster.learner_model_param_.num_feature == p_fmat->Info().num_col_learner_model_param_.num_feature >= p_fmat->Info().num_col_D:\a\ml-builds\ml-builds\xgboost\include\xgboost/cache.hCheck failed: that.lock_.try_lock()invalid unordered_map keyCheck failed: it != container_.cend()remained.size() + expired.size() == container_.size()queue_.size() == container_.size()container_.size() < max_size_Check failed: ptrD:\a\ml-builds\ml-builds\xgboost\src\collective/aggregator.hh'T)p+unordered_map/set too longinvalid hash bucket count?learning_rateLearning rate of each update.reg_lambdaL2 regularization on weights.reg_alphaL1 regularization on weights.feature_selectorcyclicshufflethriftygreedyrandomFeature selection or ordering method.etalambdaUnknown linear updater D:\a\ml-builds\ml-builds\xgboost\src\linear\linear_updater.ccLinearTrainParamunknown coordinate selector: D:\a\ml-builds\ml-builds\xgboost\src\linear\coordinate_common.h`'0#& )CoordinateUpdaterlinear_train_paramcoordinate_paramSave config for CPU updater.D:\a\ml-builds\ml-builds\xgboost\src\linear\updater_coordinate.ccUpdateFeature'P0P0`0p0 Update linear model according to coordinate descent algorithm.'@ Ї0`'p10P1'@ Ї1`'P7 22'P>08=top_kThe number of top features to select in 'thrifty' feature_selector. The value of zero means using all the features.CoordinateParam'}}}0~ Update linear model according to shotgun coordinate descent algorithm.h'``@~Supported options are: {cyclic, shuffle}Unsupported feature selector for shotgun updater. D:\a\ml-builds\ml-builds\xgboost\src\linear\updater_shotgun.ccWARNING: DEBUG: INFO: info.group_ptr_.size() >= 2n_classes != 0aucAUC doesn't support multi-target model.labels.Shape(1) == 1Receiver Operating Characteristic Area Under the Curve.x'ЇЇДaucprArea under PR curve for both classification and rank.x'@@P ' info.weights_.Size() == info.group_ptr_.size() - 1info.group_ptr_.back() == info.labels.Size(), valid groups: Total AUC across groups: auc <= 1auc <= 1.0Dataset is empty, or contains only positive or negative samples.D:\a\ml-builds\ml-builds\xgboost\src\metric\../collective/aggregator.hD:\a\ml-builds\ml-builds\xgboost\src\metric\auc.ccD:\a\ml-builds\ml-builds\xgboost\src\metric\../common/threading_utils.hleast 2 pairs of samples.. Calculating AUC value requires at Invalid group with less than 3 samples is found on worker D:\a\ml-builds\ml-builds\xgboost\src\metric\auc.hPR-AUC supports only binary relevance for learning to rank.x'ЇЇauc <= 1.0flabels.Size() != 0labels.Size() == predts.size()??mapelogloss&'P`0mphepseudo_huber_paramquantile_loss_paramname == "quantile"Quantile regression error.Check failed: GetInitialised()D:\a\ml-builds\ml-builds\xgboost\src\metric\../common/quantile_loss_utils.hCheck failed: !quantile_alpha.Get().empty()quantile alpha must be in the range [0.0, 1.0].hint: use merror or mlogloss for multi-class classificationlabel and prediction size not match, preds.Size() == info.labels.Size()info.labels.Shape(1) != 0info.labels.Shape(0) == info.num_row_D:\a\ml-builds\ml-builds\xgboost\src\metric\elementwise_metric.cuslope for pseudo huber cannot be 0.slope != 0.0unable to parse the threshold value for the error metricsscanf(param, "%f", &threshold_) == 1errorpoisson-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@ '  0p p!' !'0 p"'@@P "' p#'P #'``p p$' $'  0p p%' %' p&' ''PЇЇ0Rooted mean square error.('PЇЇ`@%fRooted mean square log error.'PЇЇpMean absolute error.p'PЇЇMean absolute percentage error.'PЇЇ Negative loglikelihood for logistic regression.Mean Pseudo-huber error.'PЇЇ Negative loglikelihood for poisson regression. 'PЇЇResidual deviance for gamma regression.'PЇЇ Negative log-likelihood for gamma regression.@'PЇЇ@ 0Binary classification error.'PЇЇ`%P tweedie-nlogliktweedie-nloglik@rho for tweedie regression.` '4`/P2p%P/'Check failed: !alpha_.Empty()dat[1] > 0n_targets != 0quantilermsermslemae$ư>@Unknown metric function D:\a\ml-builds\ml-builds\xgboost\src\metric\metric.cc in label but found num_class=MultiClassEvaluation: label must be in [0, num_class),Check failed: label_error >= 0 && label_error < static_cast(n_class)Multiclass classification error.Multiclass negative loglikelihood.preds.Size() == 0D:\a\ml-builds\ml-builds\xgboost\src\metric\multiclass_metric.culabel and prediction size not matchCheck failed: preds.Size() % info.labels.Size() == 0 use logloss for binary classificationmlogloss and merror are only used for multi-class classification,nclass >= 1U8*'Э *'  0p 8('ЇЇmerror8)'ЇЇбmlogloss,'ЇЇPAMS must be in format ams@kD:\a\ml-builds\ml-builds\xgboost\src\metric\rank_metric.ccams@0'`Ї@0>#/'`Ї@P0'PP` weight.weights.size() == p_cache->Groups()p1' precision@k for rank.map@k for ranking.ndcgmetric AMS do not support distributed evaluationCheck failed: !collective::IsDistributed()best-ams-ratio=ndcg@k for ranking.4'Check failed: p_cache->Param() == param_lambdarank_param.'`Ї0>#-'`Ї@1'PP`p p2' 2' p3')`+-'ЇЇCox metric does not support distributed evaluationcox-nloglik3')@+p4'p)+`,'/'`Ї@0>#.'`Ї@amsAMS metric for higgs.Negative log partial likelihood of Cox proportional hazards model.D:\a\ml-builds\ml-builds\xgboost\src\metric\../common/ranking_utils.hCheck failed: param_.GetInitialised()the size of label.Groups() == info.weights_.Size()Invalid output score, might be caused by invalid query group weight.score <= 1.0 + kRtEpszo ?5'@h|zxlwaft-nloglikAFT metric must be configured first, with distribution type and scaleCheck failed: metric_D:\a\ml-builds\ml-builds\xgboost\src\metric\survival_metric.cundata == labels_upper_bound.Size()6'lЇhli6'lЇhlm07'lЇhlpUnknown probability distributionaft_loss_paramNegative log likelihood of Accelerated Failure Time model.7'PЇ svspreds.Size() == info.labels_lower_bound_.Size()preds.Size() == info.labels_upper_bound_.Size()P8'vvvw 8' w w0wpw interval-regression-accuracy-q=-DT!@Check failed: quantiles.empty() || quantiles.size() == n_leafD:\a\ml-builds\ml-builds\xgboost\src\objective\adaptive.hCheck failed: tree[nidx].IsLeaf()y_idx <= info.labels.Shape(1)begin_pos <= sorted_pos.size()D:\a\ml-builds\ml-builds\xgboost\src\objective\adaptive.ccnptr.size() > 0n_unique == n_leafk + 1 < h_node_ptr.size()Check failed: h_row_set.empty()Check failed: !position.empty()h_node_ptr.back() <= info.num_row_D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/algorithm.hD:\a\ml-builds\ml-builds\xgboost\src\objective\../common/stats.hD:\a\ml-builds\ml-builds\xgboost\src\objective\../collective/aggregator.hAFT loss functionNot part of device code. WITH_CUDA: D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/transform.hmultioutput is not supported by current objective functionD:\a\ml-builds\ml-builds\xgboost\include\xgboost/objective.h:'P 9'| `l  Ї `Їinfo.labels_lower_bound_.Size() == ndataD:\a\ml-builds\ml-builds\xgboost\src\objective\aft_obj.cuinfo.labels_upper_bound_.Size() == ndataNumber of weights should be equal to number of data points.info.weights_.Size() == ndataUnrecognized distributionsurvival:aftؗҜ<@@.@.Hinge loss. Expects labels to be in [0,1f];'999 : ;'Ї?Ї@:? >`0:Їlabel set cannot be emptyinfo.labels.Size() != 0UD:\a\ml-builds\ml-builds\xgboost\src\objective\hinge.cu, label.size=preds.size=labels are not correctly providedbinary:hingeInvalid shape of labels.D:\a\ml-builds\ml-builds\xgboost\src\objective\init_estimation.hinfo.weights_.Size() == info.num_row_ti+tj-g_rank.size() == g_label.Size()D:\a\ml-builds\ml-builds\xgboost\src\objective\lambdarank_obj.hh='aTN@NY0># ЇpK X0XЇh<'aTN@NYa bЇpK X0XЇrank:ndcgD:\a\ml-builds\ml-builds\xgboost\src\objective\lambdarank_obj.cc>'aT@e@Nk0># ЇpK X0XЇ='aT@e@Nks ЇpK X0XЇNDCG gain can not be set for the MAP objective.Check failed: param_.ndcg_exp_gain?'aTs@Ny0># ЇpK X0XЇ>'aTs@Ny ЇpK X0XЇNDCG gain can not be set for the pairwise objective.rank:pairwiseThe size of label doesn't match the size of prediction.`@'` @'ppЂ `A'@ ?'P)+LambdaRank with NDCG loss as objectiveLambdaRank with RankNet loss as objectiveLambdaRank with MAP loss as objective.D:\a\ml-builds\ml-builds\xgboost\src\objective\../common/ranking_utils.hinfo.labels.Size() == predt.Size()iter == 0multi-output for LTR is not yet supported.info.labels.Shape(1) <= 1h_n_rel.size() == gptr.back()h_n_rel.size() == label.Size(){Gz?ffBpreds.Size(): num_class: label.Size() * num_class: SoftmaxMultiClassObj: label size and pred size does not match. Check failed: preds.Size() == (static_cast(param_.num_class) * info.labels.Size())D:\a\ml-builds\ml-builds\xgboost\src\objective\multiclass_obj.cuSoftmaxMultiClassObj: label must be in [0, num_class).softmax_multiclass_paramSoftmax for multi-class classification, output class index.Softmax for multi-class classification, output probability distribution.hB' B'  0 A'0@@  0`0ЇNumber of output class in the multi-class classification.SoftmaxMultiClassParamObjective candidate: ` Unknown objective function: `D:\a\ml-builds\ml-builds\xgboost\src\objective\objective.ccCheck failed: base_scoreparam_.quantile_alpha.Get().size() == alpha_.Size()n_alphas != 0n_targets >= n_alphaspreds.Size() == info.num_row_ * n_targetsD:\a\ml-builds\ml-builds\xgboost\src\objective\../common/quantile_loss_utils.hC'б h_weights.size() == h_labels.Size()reg:quantileerrorget(in["name"]) == Name()Regression with quantile loss.hC'00P/ЇThe objective is not yet configured.alpha.size() == alpha_.Size()D:\a\ml-builds\ml-builds\xgboost\src\objective\quantile_obj.cuMulti-target is not yet supported by the quantile loss.info.labels.Shape(1) == 1Check failed: !alpha.empty()pD'p 0 pKpЇRegression with squared error.E'p ` pK0:ЇRegression with root mean squared logarithmic error.E'p @0 pK0:ЇLogistic regression for probability regression task. F'p  @  pK ЇLogistic regression for binary classification task.F'p @   pK0:ЇLogistic regression for classification, output score before logistic transformation.reg:linear is now deprecated in favor of reg:squarederror.reg:linear@G'P  ЇpK0:ЇJ'  K'00@ K'  L'00@ L'  M'00@P reg:pseudohubererrorM'``p N'0 Regression Pseudo Huber error.G' )p'%@   pK0:ЇN'%%() O'`)`)p)) PoissonRegression: label must be nonnegativepoisson_regression_paramO')))* Poisson regression for count data.`H'Ї1Ї* 0 pK0:Їlabel must be greater than -1 for rmsle so that log(label + 1) can be valid.reg:squaredlogerrorP'p2p222 base_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:logitrawMetaInfo::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).H'09Ї7Ї2    pK0:ЇGammaRegression: label must be positive.reg:gammaGamma regression for severity data.I'EC@Ap9<   pK0:Їinfo.labels.Size() == preds.Size()D:\a\ml-builds\ml-builds\xgboost\src\objective\regression_obj.cuTweedieRegression: label must be nonnegativereg:tweedietweedie_regression_paramTweedie regression for insurance data.J'QPPЇE ЇJ`Obase_margin->Size() == 1Sum of weights is close to 0.0, skipping base score estimation.reg:absoluteerrorStringView{get(in["name"])} == StringView{"reg:absoluteerror"}Mean absoluate error.reg_loss_paramscale_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).TweedieRegressionParamư>Make predictions using CPU.Check failed: IsLeaf(nidx)D:\a\ml-builds\ml-builds\xgboost\include\xgboost/multi_target_tree_model.hbase_margin.Shape(1) == ngroupcolumn-split prediction is only supported for distributed trainingCheck failed: xgboost::collective::IsDistributed()D:\a\ml-builds\ml-builds\xgboost\src\predictor\cpu_predictor.ccout_preds->size() == p_fmat->Info().num_row_ * model_.learner_model_param->num_output_groupout_preds->size() == p_fmat->Info().num_row_ * (tree_end_ - tree_begin_)8Q'ЇpQ' Predict DMatrix with column splitCheck failed: !model.learner_model_param->IsVectorLeaf()out_preds->size() == n_samples * n_groupsD:\a\ml-builds\ml-builds\xgboost\include\xgboost/tree_model.hCheck failed: IsMultiTarget()Inplace predict support for column-wise data split is not yet implemented.Check failed: !p_m->Info().IsColumnSplit()predict instancePredict instance with column splitPredict leaf with column splitPredict contributionPredict contribution support for column-wise data split is not yet implemented.Check failed: !p_fmat->Info().IsColumnSplit()ngroup != 0ncolumns != 0Predict interaction contributionPredict interaction contribution support for column-wise data split is not yet implemented.D:\a\ml-builds\ml-builds\xgboost\src\predictor\../common/threading_utils.hNumber of columns in data must equal to trained model.m->NumColumns() == model.learner_model_param->num_feature? must have zero weightUnique path unique_path[i].pweight == 0D:\a\ml-builds\ml-builds\xgboost\src\predictor\cpu_treeshap.ccUnknown predictor type D:\a\ml-builds\ml-builds\xgboost\src\predictor\predictor.ccmodel.learner_model_param->num_output_group != 0)Invalid shape of base_margin. Expected: (margin.Shape(0) == n_samplesmargin.Shape(1) == n_groupsWith error: Failed to parse feature interaction constraint: D:\a\ml-builds\ml-builds\xgboost\src\tree\constraints.ccnewsize != 0n_targets == gpair.Shape(1)D:\a\ml-builds\ml-builds\xgboost\src\tree\fit_stump.ccCheck failed: h_sum.CContiguous()nodes_to_build.size() == valid_candidates.size()D:\a\ml-builds\ml-builds\xgboost\src\tree\hist\histogram.ccdebug_synchronizeCheck if all distributed tree are identical after tree construction.max_cached_hist_nodeMaximum number of nodes in CPU histogram cache. Only for internal usage.HistMakerTrainParamCheck failed: *local_tree == ref_treeD:\a\ml-builds\ml-builds\xgboost\src\tree\hist\param.ccloss_changessum_hessianbase_weightssplit_indicessplit_conditionsdefault_leftparentsleft_childrenright_childrenparam_->size_leaf_vector > 1D:\a\ml-builds\ml-builds\xgboost\src\tree\multi_target_tree_model.ccnidx < left_.size()nidx < right_.size()nidx < parent_.size()nidx < split_index_.size()in_weight.Size() == weight_out.size()Collapsing a split node to leaf Check failed: this->IsLeaf(nidx)weight.Size() == this->NumTarget()weights_.size() >= next_nidx * weight.Size()parent_.size() >= 1parent_.size() == left_.size()left_.size() == right_.size()split_idx < this->param_->num_featureparent_[nidx] != InvalidNodeId()p_weight.Size() == base_weight.Size()l_weight.Size() == left_weight.Size()r_weight.Size() == right_weight.Size()Found floating point number in interaction constraintsstd::floor(d) == dD:\a\ml-builds\ml-builds\xgboost\src\tree\param.ccUnknown value type for interaction constraint:8R'{0>#{{{0>#@<0>#B0>#`Cpos != std::string::nposD:\a\ml-builds\ml-builds\xgboost\src\tree\tree_model.cc in feature map is numerical but tree node is categorical.Check failed: is_categorical in feature map is categorical but tree node is numerical.Check failed: is_numericalUnknown feature map type.S'JS`OPVPR@<C_Y`C{tabs}{nid}:leaf={leaf}{stats},cover={cover}{tabs}{nid}{leaf}{cover}{stats}{nid}:[{fname}] yes={yes},no={no}{fname}{yes}{cond}{left}{right}{missing}{tabs}{nid}:[{fname}<{cond}] yes={left},no={right},missing={missing}{tabs}{nid}:[f{fname}<{cond}] yes={left},no={right},missing={missing}{tabs}{nid}:[{fname}:{cond}] yes={right},no={left},missing={missing},gain={loss_chg},cover={sum_hess}{loss_chg}{sum_hess}{parent}{stat} {left} {right}{stat}{nodes}Dump text representation of treeS'ph o0tu@yw|PbBP`C { "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": {right}, "no": {left}, "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_attrsT'{ {{{@<P УD:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/json.h, Expect '"' but get 'Error atch == '\"'unknown string escape \, Expect '"' but reach end of line , Expect '{' but get 'ch == '{', JSON object expect '}' or ',' 'ch == ',', Expect ':' but get 'ch == ':'Failed to parse graphviz parameters: " edge graph [ {key}="{value}" ] {key}{value}The following parameters for graphviz are not recognized: {nid} [ label="{fname}{<}{cond}" {params}] {<}{params} {nid} [ label="{fname}:{cond}" {params}] {nid} -> {child} [label="{branch}" color="{color}"] {nid} [ label="leaf={leaf-value}" {params}] , missing{leaf-value}noyes{child}{color}{parent} {left} {right}digraph { graph [ rankdir={rankdir} ] {graph_attrs} {nodes}}{rankdir}{graph_attrs} Line , around ^`dotDump graphviz representation of treeT'  0@ U'PP`p U'` num_nodesNumber of features used in tree construction.num_deletedsize_leaf_vectorSize of leaf vector, reserved for vector treenumber of nodes in the tree exceed 2^31param_.num_nodes < std::numeric_limits::max()V'`# urЇ/$E@FLearning rate(step size) of update.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.if 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)max_cat_to_onehotMaximum number of categories to use one-hot encoding based split.max_cat_thresholdMaximum number of categories considered for split. Used only by partition-basedsplits.min_child_weightMinimum sum of instance weight(hessian) needed in a child.L2 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 constraintsubsampleRow subsample ratio of training instance.sampling_methodgradient_basedSampling method. 0: select random training instances uniformly. 1: select random training instances with higher probability when the gradient and hessian are larger. (cf. CatBoost)colsample_bynodeSubsample ratio of columns, resample on each node (split).colsample_bylevelSubsample ratio of columns, resample on each level.colsample_bytreeSubsample ratio of columns, resample on each tree construction.sketch_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 informationsparse_thresholdpercentage threshold for treating a feature as sparsegammaTreeParamTrainParamUnknown Model Builder:{}#0000FFEdge color when meets the node condition.#FF0000Edge color when doesn't meet the node condition.rankdirPassed to graphiz via graph_attr.Conditional node configurationLeaf node configurationAny other extra attributes for graphviz `graph_attr`.GraphvizParamCheck failed: !IsMultiTarget()Check failed: node.IsLeaf()split_index < this->param_.num_featureCheck failed: this->p_mt_tree_param_.size_leaf_vector > 1fi->Read(¶m_, sizeof(TreeParam)) == sizeof(TreeParam)param_.num_nodes != 0fi->Read(dmlc::BeginPtr(nodes_), sizeof(Node) * nodes_.size()) == sizeof(Node) * nodes_.size()fi->Read(dmlc::BeginPtr(stats_), sizeof(RTreeNodeStat) * stats_.size()) == sizeof(RTreeNodeStat) * stats_.size()static_cast(deleted_nodes_.size()) == param_.num_deletedparam_.num_nodes == static_cast(nodes_.size())param_.num_nodes == static_cast(stats_.size())param_.deprecated_num_roots == 1Please use JSON/UBJSON for saving models with multi-target trees.Please use JSON/UBJSON for saving models with categorical splits.Check failed: !HasCategoricalSplit()this->split_types_.size() == this->Size()this->GetSplitCategoriesPtr().size() == this->Size()size != 0split_typecategories_segmentscategories_sizescategories_nodescategoriestree_paramstatic_cast(deleted_nodes_.size()) == param_.num_deletedthis->split_categories_segments_.size() == param_.num_nodesget(out["tree_param"]["num_nodes"]) == std::to_string(param_.num_nodes)this->split_types_.size() == param_.num_nodesmean_values->size() > 0Uj_end - j_begin > 0std::numeric_limits::min() != max_catn_nodes != 0loss_changes.size() == n_nodessum_hessian.size() == n_nodesbase_weights.size() == n_nodeslefts.size() == n_nodesrights.size() == n_nodesparents.size() == n_nodesindices.size() == n_nodesconds.size() == n_nodesdefault_left.size() == n_nodesUnknown tree updater D:\a\ml-builds\ml-builds\xgboost\src\tree\tree_updater.ccX'  elem_of_each_node_.size() == 0UD:\a\ml-builds\ml-builds\xgboost\src\common\row_set.h`Y'00P` gpair.Shape(1) == n_targetsp_fmat->Info().num_row_ == gpair.Shape(0)target_builders_.size() == n_targetsCheck failed: dummy_sub.empty()n_left == 0n_right == 0n_left + n_right == e.Size()begin + n_left <= e.endbegin + n_left + n_right == e.endout_preds.Size() > 0UCheck failed: p_last_treeout_preds.Shape(1) == n_targetsout_preds.DeviceIdx() == Context::kCpuIdpart.Size() == n_nodesany_missing == truenodes_to_build.size() >= nodes_to_sub.size()nodes_to_sub.size() + nodes_to_build.size() == valid_candidates.size() * 2gpair.Shape(1) == p_tree->NumTargets()t_gpair.Shape(0) == p_fmat->Info().num_row_`X'p)0+p_tree->LeftChild(nidx) + 1 == p_tree->RightChild(nidx)D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/hist_util.hnidx != kRootTree constructor that uses approximate histogram construction for each node.Check failed: p_nodes_to_buildD:\a\ml-builds\ml-builds\xgboost\src\tree\hist/histogram.hCheck failed: p_nodes_to_subCheck failed: !this->hist_.HasExceeded()Check failed: gpair.Contiguous()current_size_ == new_sizeD:\a\ml-builds\ml-builds\xgboost\src\tree\hist\hist_cache.hCheck failed: !nodes_to_build.empty()Y'`)P+local_block_ptr != (BlockInfo*)nullptrn_targets >= 1D:\a\ml-builds\ml-builds\xgboost\src\tree\hist/sampler.hid != kMaxrow_ptr_[nid] == kMaxCheck failed: out.Contiguous()Only uniform sampling is supported, gradient-based sampling is only support by GPU Hist.param.sampling_method == TrainParam::kUniformCheck failed: tree.IsLeaf(node.node_id)D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/partition_builder.hptr_offset <= row_set.Data()->size()n_total_bins == page.cut.TotalBins()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_approx.ccgidx > -1Check failed: !features.empty()D:\a\ml-builds\ml-builds\xgboost\src\tree\hist/evaluate_splits.hInitRootUpdatePredictionCacheout_preds.Size() == data->Info().num_row_BuildHistogramLeafPartitionpartition > 0nodes == targeted_hists.size()cut_ptr[fidx] <= static_cast(std::numeric_limits::max())cut_ptr[fidx + 1] <= static_cast(std::numeric_limits::max())nid < nodes_tid < nthreads_UpdatePositionEvaluateSplitsend > beginW'@p pGlobalApproxUpdaterhist_train_paramD:\a\ml-builds\ml-builds\xgboost\src\tree\../common/transform.hCheck failed: hist_param_.GetInitialised()begin < endupper_bound < static_cast(std::numeric_limits::max())i < first_dimension_.size()i < ranges_.size()The size of monotone constraint should be less or equal to the number of features.p.monotone_constraints.size() <= n_featuresD:\a\ml-builds\ml-builds\xgboost\src\tree\hist\../split_evaluator.hbase_rowid == gmat.base_rowidD:\a\ml-builds\ml-builds\xgboost\src\tree\common_row_partitioner.hUpdater `grow_colmaker` or `exact` tree method doesn't support distributed training.D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_colmaker.ccUpdater `grow_colmaker` or `exact` tree method doesn't support external memory training.exact tree method doesn't support unlimited depth.param_.max_depth > 0fmat.Info().num_row_ == position_.size()gradient-based sampling is only support by GPU Hist.Only uniform sampling is supported, param_.sampling_method == TrainParam::kUniformSupport for `cache_opt' is removed in 1.0.0Check failed: param_.cache_optCheck failed: this->ctx_Grow tree with parallelization over columns. pos=ridx=ridx exceed bound ridx < position_.size()`['  Z'`Z'`   pcolmaker_train_paramgrow_colmakeropt_dense_colEXP Param: speed optimization for dense column.default_directionlearnrightDefault direction choice when encountering a missing valueColMakerTrainParam['MЇЇK K KTreePrunerprunePrunerUpdateCheck failed: tree[nid].IsLeaf()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_prune.ccCheck failed: !tree[pid].IsLeaf() pruned nodes, max_depth= extra nodes, tree pruning end, h\'MMNPN Check failed: nodes_[nodes_[rid].LeftChild() ].IsLeaf()Check failed: nodes_[nodes_[rid].RightChild()].IsLeaf()nid >= 1Pruner that prune the tree according to statistics.Check failed: p_tree->IsMultiTarget()left_child > candidate.nidright_child > candidate.nidstats_.Shape(1) == n_targetsmonotone constraintCheck failed: param->monotone_constraints.empty()\'0X0XPPX Grow tree using quantized histogram.D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_quantile_hist.ccUpdateTreep_tree->LeftChild(candidate.nid) > candidate.nidroot_sum_tloc.Shape(1) == gpair.Shape(1)Check failed: root_sum.CContiguous()MultiTargetHistBuilderout_preds.Size() == data->Info().num_row_ * p_last_tree_->NumTargets()HistUpdater@^'`X`XpXX row_ptr.size() >= 2h]'cp XbXH_'о о    D:\a\ml-builds\ml-builds\xgboost\src\tree\../common/threading_utils.hRefresher that refreshes the weight and statistics according to data.^'ЇЇЇ @  0 refreshbatch.Size() < std::numeric_limits::max()D:\a\ml-builds\ml-builds\xgboost\src\tree\updater_refresh.cc_'ЇЇЇ    KP`'     Syncher that synchronize the tree in all distributed nodes.WSAStartupCould not find a usable version of Winsock.dllgetsockopt(handle_, SOL_SOCKET, SO_ERROR, reinterpret_cast(&error), &len)ioctlsocket(handle_, FIONBIO, &mode)setsockopt(handle_, SOL_SOCKET, SO_KEEPALIVE, reinterpret_cast(&keepalive), sizeof(keepalive))setsockopt(handle_, IPPROTO_TCP, TCP_NODELAY, reinterpret_cast(&tcp_no_delay), sizeof(tcp_no_delay))acceptlisten(handle_, backlog)bind(handle_, handle, sizeof(std::remove_reference_t))getsockname(handle_, reinterpret_cast(&res_addr), &addrlen)gethostname(&buf[0], HOST_NAME_MAX)Poll timeoutD:\a\ml-builds\ml-builds\xgboost\rabit\include\rabit/internal/socket.hFailed to poll. a'  0 + M!@!0!P!!!`2!@ p!P0!,!NULLAllgatherRing failedAllreduce failedBroadcast failedtoo large type_nbytes=%lu, buffer_size=%luReadToRingBuffer: buffer not allocatedReadToRingBuffer: max_size_read checkAllreduce: boundary checkworker256MBrabit_reduce_bufferDMLC_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_task_idrabit_hadoop_modemapred_task_id%drabit_num_trialmapred_map_tasksmapreduce_job_mapshadoop_mode is set but cannot find mapred_map_tasksrabit_world_sizeRabit Module currently only work with dmlc workerD:\a\ml-builds\ml-builds\xgboost\rabit\src\allreduce_base.cccan only call Init oncestartshutdownFailed to shutdown due to%s%lu%cinvalid format for %sinvalid format for %s,shhould be {integer}{unit}, unit can be {B, KB, MB, GB}rabit_tracker_urirabit_tracker_portrabit_tree_reduce_minsizerabit_reduce_ring_mincountrabit_reduce_ring_mincount should be greater than 0rabit_timeoutrabit_timeout_secrabit_timeout_sec should be non negative secondrabit_enable_tcp_no_delay] Connecting to (failed): [): [ Retry connecting to IP(retry time: tracker.SendAll(&magic, sizeof(magic)) == sizeof(magic)tracker.RecvAll(&magic, sizeof(magic)) == sizeof(magic)sync::Invalid tracker message, init failureReConnectLink failure 3tracker.Send(xgboost::StringView{task_id}) == task_id.size() connected to the trackertask ReConnectLink failure 4must keep rank to same if the node already have onetracker got overwhelmed and not able to assign correct rank got new rank ReConnectLink 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 linkfailed in ReconnectLink buffer 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 checkunknown enum_opunknown data_typeFailed to initialize RABIT.Failed to shutdown RABIT worker.DataType does not support bitwise XOR operationDataType does not support bitwise OR operationDataType does not support bitwise AND operationthe rabit has not been initializeda'Ї0>#0>#0>#0>#P!!0>#b'!0>#0>#"0>#0>#.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.hname_args.size() == 1Ub'P!!"!!P!!0""0>#0>#!`!0>#0>#c'P!!"!!P!!0"""!`!"p"c'P!!"!!P!!0""" !`! "" d'P!!P"!`##!P #p#@" ! #@ #"#d'!Л!!!!P!!!!а!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(e'!##"#0!#e'P!No threadpg'!0>#0>#0>#f'0!!!P! f'0!!!Щ!p!P!p!!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) == sizeg'0! !!!p!P!!!hdfs://viewfs://Please compile with DMLC_USE_HDFS=1 to use hdfsD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io.ccs3://http://https://Please compile with DMLC_USE_S3=1 to use S3azure://Please compile with DMLC_USE_AZURE=1 to use Azureunknown filesystem protocol invalid input parameter for InputSplit::CreateCheck failed: part < nsplitindexed_recordioneed to pass index file to use IndexedRecordIOrecordiounknown input split type BeforeFirst is not supportedD:\a\ml-builds\ml-builds\xgboost\dmlc-core\include\dmlc/threadediter.hCheck failed: !producer_sig_processed_.load(std::memory_order_acquire)Calling Value at beginning or end?Check failed: out_data_ != NULLCheck failed: producer_sig_.load(std::memory_order_acquire) == kDestroyCheck failed: cell != 0 || produce_end_.load(std::memory_order_acquire)Check failed: producer_sig_.load(std::memory_order_acquire) != kDestroyMake sure you call BeforeFirst not inconcurrent with Next!Check failed: producer_sig_.load(std::memory_order_acquire) == kProduceCheck failed: produce_end_.load(std::memory_order_acquire)hh'!!!! h' ! !!`! hi'!!!! i'`!`!`!! hj'@!@!!p! j'!!!! Xo'!0>#!!0>#0>#p' !!!!!!0>#o'`!!!!!!`!hr' !0>#0>#0>#q'P!!!P!q'!!!!!о!r'`!0>#P!00>#0>#t'!!P!0!!0>#s' !!P!0!! !u'!0>#0>#0>#qid:Check failed: out->label.size() + 1 == out->offset.size()t'!!!P!@t'!!!0!о!u'`!!!!!!!`v' !!P!0!!!v'!!!!!!!w'!!P!0!!!chunk.size != 0UD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./text_parser.h' ! !@!! '!!!! '!!@!! ' ! !!@! y'P!0>#!!0>#0>#y'!!!!!!0>#(x'@!!!!!!!Check failed: out->field.size() == out->index.size()libsvm' as the delimiter to separate fields.Expected '' is not found in the line. Delimiter 'Check failed: out->label.size() == 0 || out->label.size() + 1 == out->offset.size()Check failed: out->weight.size() == 0 || out->weight.size() + 1 == out->offset.size()`{'!0>#P!00>#0>#8{'!!P!0!!0>#libfmy'!!P!0!! !csvparam_.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}'!0>#!!0>#0>#|'0!!!!! !0>#Check failed: base <= 10 && base >= 2sign == true{'!!!!! !p!cannot call ParseNextD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data/parser.h~'0!0># !00>#0>#param_.format == "libsvm"D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\data\./libsvm_parser.h~'!! !0!!0>#8}'@!! !0!!!File 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.LibSVMParserParamLibFMParserParamCSVParserParam'Q"0>#0>#0>#'PR"0>#0>#0>#؁'Q"0>#0>#0>#' R"0>#0>#0>#('Q"0>#0>#0>#P'R"0>#0>#0>#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 correctlyCheck failed: begin != endD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\line_split.ccinvalid record io formatCheck failed: fi->Read(&lrec, sizeof(lrec)) != 0D:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\recordio_split.cc(reinterpret_cast(begin) & 3UL) == 0U(reinterpret_cast(end) & 3UL) == 0UCheck failed: p >= pbegin + 2Invalid RecordIO FormatCheck failed: chunk->begin + 2 * sizeof(uint32_t) <= chunk->end(reinterpret_cast(chunk->begin) & 3UL) == 0U(reinterpret_cast(chunk->end) & 3UL) == 0UCheck failed: chunk->begin <= chunk->endCheck failed: cflag == 1UCheck failed: p[0] == RecordIOWriter::kMagicIndexedRecordIOSplitter does not support multiple index filesexpanded_list.size() == 1ulD:\a\ml-builds\ml-builds\xgboost\dmlc-core\src\io\indexed_recordio_split.ccx'!!# #P!#!##FileStream.Write incompleteCheck failed: std::fwrite(ptr, 1, size, fp_) == 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