ELF>`SK@@opqrstuvwz{|}~      !"#%&'()*+,-./0234678:;<?@ACDEFGHJKLNOPSTUWXY\]^abcefgjklnoprstwxy|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`acdfghijklmnopqrstuvwxyz{|}~     "#$%&'*+,-./0123456789:;<=>?@ABCDEFHIJKLMNOPQRSTUVWXY[\]_`abcdhijkl{|HH=HH5H=Hkaldi::KaldiFatalErrorHHHH@HHSHHH@HH[USH8HdH%(HD$(1HHHHs(HHHH@HEH<$HD$H9tHH5HHH<$HD$H9tHHH5@}x+trans == kNoTrans && M.NumRows() == NumRows() && M.NumCols() == NumCols() && M.Stride() == Stride()M.NumRows() == num_rows_ && M.NumCols() == num_cols_M.NumCols() == num_rows_ && M.NumRows() == num_cols_cudaMemcpy2DAsync(data_, dst_pitch, M.data_, src_pitch, width, M.num_rows_, cudaMemcpyDeviceToDevice, cudaStreamPerThread)CuMatrixBase::CopyFromMat(from other CuMatrixBase)cu-matrix.cccudaError_t : "" returned from ''cudaGetLastError()ATUSHHHAdH%(H$1HH;fH=ffH8H8nAoC9E C 9E { qH8AoS C{D] DUuL LE9ۍHIىL$ 9ۍJIىL$D$D$ D$ D$$D\$(DT$,t$0T$4D$8|$ H5H=fH=ffHHH|$HwHcUHAH3H}ÅHl$0AD H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHH\$0AK H HHH{ H5H|$PDH|$PH5DHHt'HHHHHPH|$PHD$PH@H|Pw H|$PH5H|$PtH5H|$PH5Ht$0H|$HH|$PHHl$0AO H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHH'8x++x-AVAUATUSHdH%(H$1F F9G$HHfH=ffH8H8H8C9C#Le{ ~JHcSHCHH H4ALAŅHcCM$ă;k |ÅfH=ffH8VH\$fH=ffHHH5HH$dH3%(EH[]A\A]A^H > H5H=fH=ffHHH|$HwHcUHAH3H}ÅHl$0AD H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHH\$0AK H HHH{ H5H|$PDH|$PH5DHHt'HHHHHPH|$PHD$PH@H|Pw H|$PH5H|$PtH5H|$PH5Ht$0H|$HH|$PHHl$0AO H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHH'8x++x-HGG GHHHHFWVGF W V G FWVGHHHGG GHHHHFWVGF W V G FWVGHHindices.Dim() == NumCols()NumRows() == src.NumRows()ATUSHHHIdH%(H$1fH=ffH8^H8CA9D$]E 9C pH8D$D$D$ D$D$D$HL$HT$s{ D]C D$4CD$8CM$LMLH|$H|$t$ t$$HT$HT$(L$L$0D$(indices.Dim()) == NumRows()NumCols() == src.NumCols()ATUSHHHIdH%(H$1fH=ffH8^H8C A9D$]E9CpH8D$D$D$ D$D$D$HL$HT$s{ D]C D$4CD$8CM$LMLH|$H|$t$ t$$HT$HT$(L$L$0D$(src.Dim()) == NumRows()USHdH%(H$1 u!H$dH3%(H[]HHfH=ffH8AH8[C 9EBH8QS CsLML<9@@HIL$ < 9@@JIL$D$D$D$D$ T$$D$(t$,HHD$4H$t$HT$(H|$HÅfH=ffH89H\$0fH=ffHHH5HzfH=ffHHH H5H=H|$0HwHl$PA H HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHHuH?Ix.static_cast(dst.Dim()) == NumRows()USHdH%(H$1 u!H$dH3%(H[]HHfH=ffH8AH8[C 9EBH8QS CsL LE<9@@HIL$ < 9@@JIL$D$D$D$D$ T$$D$(t$,HHD$4H$t$HT$(H|$HÅfH=ffH89H\$0fH=ffHHH5HzfH=ffHHH H5H=H|$0HwHl$PA H HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHHuH?Ix.static_cast(indexes.Dim()) == NumRows()src.NumCols() == NumCols()ATUSHD$ dH%(H$1 u#H$dH3%(H[]A\HHIfH=ffH8FH8C A9D$EC9EXH8gD$D$D$D$ D$$D$(HL$ HT$s{ D]C D$DCD$HCM$LMLH|$H|$,t$t$4HT$ HT$8L$(L$@D$LASHL\$\L$D$ARD$,H ÅfH=ffH8mH\$PfH=ffHHH5HpfH=ffHHH H5H=H H5H=H|$PHwHl$pA H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHvI$HD$ HV7static_cast(i) < static_cast(num_rows_)../matrix/kaldi-matrix.hAWAVAUATUSH(dH%(H$1G dHIH9B{fH=ffH8|H8CA9D${H8D$ D$$D$(D$,D$0D$4HL$,HT$ s{ E\$Ds DkCLUM $LH|$ H|$8t$(t$@HT$,HT$DL$4L$LDt$PDl$TD$XASHL\$hL$D$ARH ÅfH=ffH8H\$`fH=ffHHH5HH$dH3%(pH([]A\A]A^A_H H5H=fH=ffHHgH H5H=H|$`HwcH$A H HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$HfH=ffHHLC LudDhIL|$`HD$PHD$KH `H5H=H `H5H=HL9AxHD$PD$X9k vSHcH HHT$PST$XHD$`D$hA9D$ vAD$HI$HHD$`AD$D$hLH|$qAUSHD$ dH%(H$1 u!H$dH3%(H[]HHfH=ffH80H8_C 9E1H8@D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCLMLH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$D$HÅfH=ffH8NH\$PfH=ffHHH5HfH=ffHHH  H5H=H|$PHwHl$pA H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHHuD$ H5O4dst->NumCols() == NumCols()ATUSHD$ dH%(H$1 u#H$dH3%(H[]A\HIHfH=ffH8FH8C A9D$EC9EXH8gD$D$D$D$ D$$D$(HL$ HT$s{ D]C D$DCD$HCM$L LEH|$H|$,t$t$4HT$ HT$8L$(L$@D$LASHL\$\L$D$ARD$,H ÅfH=ffH8mH\$PfH=ffHHH5HpfH=ffHHH ; H5H=H < H5H=H|$PHwHl$pAB H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHvHI4$D$ HV7USHD$ dH%(H$1 u!H$dH3%(H[]HHfH=ffH80H8_C 9E1H8@D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCL LEH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$D$HÅfH=ffH8NH\$PfH=ffHHH5HfH=ffHHH $ H5H=H|$PHwHl$pA* H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHHuD$ H5O4static_cast(indices.Dim()) == NumCols()AWAVAUATUSH(dH%(H$1B9Gu>HIHՋG ;F uLugH$dH3%(H([]A\A]A^A_H O H5H=H P H5H=fH=ffH8QH8gH8ND$D$D$ D$$D$(D$,HL$$HT$s{ HmEg AOE_MDs DkDSLH|$H|$0t$ t$8HT$$HT$HIIԋ9~uLugH$dH3%(H([]A\A]A^A_H u H5H=H v H5H=fH=ffH8RH8hH8OD$D$D$ D$$D$(D$,HL$$HT$s{ I,$Ee AME]MMDs DkDSLH|$H|$0t$ t$8HT$$HT$"5{+ +  -cudaMemcpyAsync(data_, v_data, sizeof(Real)*num_rows_*num_cols_, cudaMemcpyHostToDevice, cudaStreamPerThread)cudaMemcpyAsync(row_data, v_data, sizeof(Real)*num_cols_, cudaMemcpyHostToDevice, cudaStreamPerThread)AVAUATUSHHHdH%(H$1fH=ffH8XH8H8UE{ s9R9;D$D$D$ D$D$D$HL$HT$LMD[ DSCLH|$H|$t$ t$$HT$HT$(L$L$0D\$4DT$8D$(col) < static_cast(num_cols_)AVAUATUSHdH%(H$1F9G (HI9WfH=ffH8H80H8DkHcHL4I,$A\$fH=ffH8fH=ffHHxEMHÅfH=ffH8xH\$fH=ffHHH5HH$dH3%(iH[]A\A]A^H r H5H=fH=ffHHH|$HwfH=ffHHHl$0Ay H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHkLH?x/src.NumCols() == this->NumCols() * group_size && this->NumRows() == src.NumRows()AUATUSH(ID$ dH%(H$1vO9HAAE 9G fH=ffH8H8H8fL$ .¹E.Eu. E„wMID9}D͋{ EUD[sMML|$D$D$ L$$D$(D$,|$0D\$4t$8UARHHD$PH$t$D$,HT$DH|$8H ÅfH=ffH8`H\$`fH=ffHHH5HH$dH3%(UH([]A\A]H +H5H=fH=ffHH5H|$`HwB. |S CA}sMMLDAA9AEҍHIDщL$<D AA9AEҍJIDщL$@D$DD$HD$LD$PT$TD$Xt$\UWHHD$tH$t$D$,HT$hH|$\H VH$AGH HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$HfH=ffHHD$ LHT3AUATUSHIdH%(H$1vO9uHAAE 9G `fH=ffH8aH8fH8^eID9}D͋{ EUD[sMML|$ D$D$L$D$D$ |$$D\$(t$,UARHHD$DH$t$HT$8H|$,H ÅfH=ffH8cH\$0fH=ffHHH5HH$dH3%(RH[]A\A]H TH5H=fH=ffHHH|$0HwHl$PAiH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHLHNx-src2.NumCols() > 0this->NumCols() == src2.NumCols() * group_sizeAUATUSHdH%(H$1JHIHՋwA9fH=ffH8H8H8S CDUA|$sL]M $L9ۍHIىL$  9ۍJIىL$D$D$D$D$ T$$D$(t$,AUARWHHD$LH$t$ASHT$HH|$<H0ÅfH=ffH8xH\$0fH=ffHHH5HH$dH3%(jH[]A\A]H lH5H=H nH5H=fH=ffHH@H|$0HwMHl$PAxH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHkHLHJx0src.NumRows() == this->NumRows()src.NumCols() == this->NumCols()alpha.Dim() == this->NumCols()beta.Dim() == this->NumCols()AVAUATUSHdH%(H$1G 9F HHII͋F;G;B9AfH=ffH8H8H8U DuMUI<$uDc D[KLMLDA9AFEAI؉D$ 9ۍBI؉D$D$D$D$D$ Dd$$D\$(L$,HARWVHHD$TH$L$HT$HH|$<H0ÅfH=ffH8H\$0fH=ffHHH5HH$dH3%(H[]A\A]A^H H5H=H H5H=H H5H=H H5H=fH=ffHHH|$0HwHl$PAH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHH+{ Hf\IECHHHY;K}(HcUHcHHE .rI$빃;{ {~XxAVAUATUSHHHIIMdH%(H$1fH=ffH8sH8nH8pS CMMmDUA|$sHmM $L9ۍHIىL$  9ۍJIىL$D$D$D$D$ T$$D$(t$,HASAUARWHHD$\H$t$UHT$XH|$LH@ÅfH=ffH8<H\$0fH=ffHHH5HH$dH3%(H[]A\A]A^fH=ffHHpH|$0Hw}Hl$PAH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHH{ frICHHHY;K}?HcAT$HcHI$ UHcHHE.rIE뢃;s G{~1xAUATUSHHHIdH%(H$1fH=ffH8QH8aH8ND$D$D$ D$D$D$HL$HT$s{ DmE\$C D$4CD$8CLUM $LH|$H|$t$ t$$HT$HT$(L$L$0D$(origin)+ static_cast(length) <= static_cast(t.Dim())../matrix/kaldi-vector.hAWAVAUATUSHHdH%(H$1fH=ffH8IH8Y} H8<D$D$D$D$ D$$D$(HL$ HT$u} DU DMELEH|$H|$,t$t$4HT$ HT$8L$(L$@DT$DDL$HD$LHLL$TL $D$HÅfH=ffH8SH\$PfH=ffHHH5HH$dH3%(H[]A\A]A^A_fH=ffHHH|$PHwHl$pA5H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHE DmHUA@H$AHD$PHD$EA\$Mt$JHD$PDl$XH|$L;$$Q9] vS]HcHEHAEAHD$PD$XMAD;EvH H5H=H `H5H='USHHD$ dH%(H$1fH=ffH8FH8V{  H89D$D$D$D$ D$$D$(HL$ HT$s{ DS DKCLH|$H|$,t$t$4HT$ HT$8L$(L$@DT$DDL$HD$LHLL$TL $D$D$HÅfH=ffH8KH\$PfH=ffHHH5HH$dH3%(=H[]fH=ffHHH|$PHwHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHD$ H%0num_cols_ == A.NumCols()num_rows_ == A.NumRows()USHHHdH%(H$1fH=ffH8TH8H8Qs;uX{ ;} kD$D$D$ D$D$D$HL$HT$DUC D$4D[CLMLH|$H|$t$ t$$HT$HT$(L$L$0D\$8D$ 0ATUSHdH%(H$1~oHHfH=ffH8jH8zH8gs}AD$D$D$ D$D$D$HL$HT${ DUC D$4D[CLMLH|$H|$t$ t$$HT$HT$(L$L$0D\$8D$ 0out_value.NumCols() == out_deriv.NumCols()this->NumCols() == out_value.NumCols() * group_sizeAWAVAUATUSHID$ dH%(H$1JHIHA9L$wA9fH=ffH8H8 H8s 9ҍFIЋK<9ҍyI׉ׁvDE|$D]EUSM$$HmMML|$D$ D$$D$( D$,D$0t$4L$8T$H5H=H ?H5H=H BH5H=H CH5H=H DH5H=H|$PHwZH\$pAJH HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5Ht$pH|$GHH$HfH=ffHH Hl$pARH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$GHH$HHl$pASH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$GHH$HfH=ffHHL$8DHLD$= -1USHD$ dH%(H$1G 9FWHHfH=ffH8RH8bH8OC LM{sL 9ɍIʉT$D$ D$$D$(D$,D$0D$4|$8t$EK DKEDHLoH$LDCA;E|DC A;E |9ușD{AAׅfH=ffH8&H8?H8#D$HD$LD$PD$TD$XD$\HL$THT$Hu} De D]DULMDk kCLH|$HH|$`t$Pt$hHT$THT$lL$\L$tDl$xl$|$D$D$D$H L$L\$DT$L$L$D$D$ H ÅEfH=ffH8H$fH=ffHHH5HH$HdH3%(HX[]A\A]A^A_Ëv9AAD$(AfH=ffH8H8H8D$xD$|DŽ$DŽ$DŽ$DŽ$H$HT$xu} D[De MDMLULH|$xH|$<$t$DH$HT$H$D$PDd$TL$XDL$\ApPASHHD$tH$DL$ARAUDL$XD$0H0ÅfH=ffH8H$fH=ffHHH5H'vA9AD$(AAJA.aNon matching dimensions: Rows: VectorDim:ATUSHHD$ HL$dH%(H$1G 9FffH=ffH8H8H8D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCL LEH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$L$D$HÅ*fH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\Ld$pAH HLI|$ H5s H$H$H5uH$Ht$pH|$PHH$HfH=ffHH H|$PHwHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHT$.zuHD$ HD$H<H[WNon matching dimensions: Cols:ATUSHHD$ HL$dH%(H$1G9FffH=ffH8H8H8D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCL LEH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$L$D$HÅ*fH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\Ld$pAH HLI|$ H5sH$H$H5uH$Ht$pH|$PHH$HfH=ffHH H|$PHwHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHT$.zuHD$ HD$H<H[Wm == NumCols()n == NumRows()k == k1cublasStatus_t cublas_gemm(GetCublasHandle(), (transB==kTrans? CUBLAS_OP_T:CUBLAS_OP_N), (transA==kTrans? CUBLAS_OP_T:CUBLAS_OP_N), m, n, k, alpha, B.data_, B.Stride(), A.data_, A.Stride(), beta, data_, Stride())AWAVAUATUSHID$ HT$HEL$dH%(H$1AptpDq|$ptkD{ AptgE D$|$ptbCE;t$u]E;|$ uu9D$EH$dH3%(*H[]A\A]A^A_Dq D{듋ED$뗋C H H5H=H H5H=H H5H=fH=ffH85H8MH82AD$D$M$$CD$HED$Hm|$pD$ApAEfH=ffH8fH=ffHHxT$ T$(\$\$,D$PATHD$data_, this->stride_)A.data_ != data_AWAVAUATUSHD$AL$dH%(H$1G W9HHAoAp;V{AHH9EfH=ffH8H8H8ApAEAoE D$ D{L3DmHm[ fH=ffH8UfH=ffHHxT$T$\$\$HAWAVHD$4PAUULL$HDD$= 0 && col_offset >= 0 && num_rows >= 0 && num_cols >= 0 && row_offset + num_rows <= mat.num_rows_ && col_offset + num_cols <= mat.num_cols_row_offset == B_num_rows && col_offset == B_num_colsA_num_cols == B_num_rows../cudamatrix/cu-matrix-inl.hAWAVAUATUSHhID$I׉T$HHL$DD$L$(dH %(H$X1ɋn DfDnH0L$ PD$ ptS|$ptaAG 9ueAwt$,9uYD;d$ uqH$XdH3%(Hh[]A\A]A^A_Dl$ DAA똋D$ T$ H H5H=H H5H=HD$HX H@HD$0fH=ffH8H+\$0H\$0H8H8sAG EWAwHL$Hy8MM 9ɍPIʉT$T 9ɍSIʉT$XD$\D$`D$dD$h$D$$H|$pPSWD$@PAUATUHH$H$t$L$xD$lH$H$HPÅfH=ffH8;H$fH=ffHHH5HfH=ffHH`H$HwwH$A H HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$SHH$HfH=ffHH\AAHD$`HD$ H$HD$8H$HD$@Lt$HA݉4 |$oHDŽ$DŽ$DŽ$DŽ$wEBT-HL$H;Q r;AiH|$HOHcHIcHHH$$$$H "H5H=H )H5H=HDŽ$DŽ$DŽ$DŽ$tVuRExpxlxhHt$H;F ^BT-;VTHt$HNIcH6HH$$$$J tFH "H5H=H )H5H= L$(DD$HL$ T$Ht$8D$H|$@AAAD;t$0 DHt$H|$ l$l\$h|$pAG HDŽ$DŽ$DŽ$DŽ$…E^VNB #A;O@AwIcI?H H$$$$9H "H5H=H )H5H=AAD9d$,u D;l$ H H5H=NumRows() == B.NumRows() && NumCols() == B.NumCols()row_offset == NumRows() && col_offset == NumCols()NumRows() == B.NumCols() && NumCols() == B.NumRows()AWAVAUATUSHIHdH%(HD$x1ot[CA9E AE9C0HC H+CHDD$ AAHD$@HD$HD$`HD$2C0A9E uGCA9Eu>HC H+CHpD$ AAHD$ HD$HD$`HD$aH H5H=D oHt$H|$AED$ |$ HC H+CH9T$ HH|$l$,Dd$(HD$`D$hD$lD$p{ErExuExpxlExgBD=A;E \C4A;ERAUIcHcHIcHIMHHD$`Dd$hl$lT$p"H "H5H=H )H5H=AAE9} u E9u}H H5H=H H5H=D pHt$H|$AED$ t$ HC H+CH9T$ HH|$l$HDd$LHD$`D$hD$lD$p{ErExuExpxlExgBD5A;E \Cxbx^xZD D;F P;~KHcHLcFIHHxH VP uHH "H5H=H )H5H=HH~ H@@ @t:t6xZxVxR;~ MD D;FCHcLIHHx VP uHH "H5H=H )H5H=9V vFVHcHHHGHHH H5H=9V vFVHcHHHGHHH H5H=HVHcHcHHHHnum_rows_ > 0 && num_cols_ > 0SHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$ fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$ HD$HdH3%(u+HP[HD$ HH|$ Hu)dSHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$ fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$ HD$HdH3%(u+HP[HD$ HH|$ Hu)dSHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$ fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$ HD$HdH3%(u+HP[HD$ HH|$ Hu)dthis->num_rows_ == this->num_cols_cudaMemcpyAsync(&value, data_, sizeof(Real), cudaMemcpyDeviceToHost, cudaStreamPerThread)CuVectorBase::Sum../cudamatrix/cu-value.hUSHHdH%(H$1fH=ffH8H8nH8@t C9C DC D9CDNCDHD$ D$(H|$ CDHAHL$ HOfH=ffHHZH|$0HwgH  H5H=Åu H$A H HH$H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH\$ fH=ffH8tGH8yU L$ H|$ D$ H$dH3%()HĘ[]fH=ffHHH|$AHÅuH$ANH HH$H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$H|$ HÅuT$T$ H|$PAOH HH|$pH5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$HH|$p@HD$ HF! <; 6 _  x this->NumRows() == this->NumCols()SHD$G9G ujHpHf*K XfZT$HZXL$\f*C YD$Zf.H[H |H5H=SHdH%(HD$1 uHD$dH3%(ubH[HfH=ffH8tH8x)H|$HfH=ffHHHSHdH%(HD$1 uHD$dH3%(ubH[HfH=ffH8tH8x)H|$HfH=ffHHHinput != NULLcudaMemcpyAsync(tmp_vec.Data(), input, indexes.Dim() * sizeof(Real), cudaMemcpyHostToDevice, cudaStreamPerThread)index[i].first < num_rows && index[i].first >= 0 && index[i].second < num_cols && index[i].second >= 0cudaMemcpyAsync(data_, &r, sizeof(Real), cudaMemcpyHostToDevice, cudaStreamPerThread)UHAWAVAUATSH8dH%(HE1~IIIHfH=ffH8H8H8AuHDžDžHIcUHALHQH H5H=fH=ffHHVHHwaÅAEI<$IuET$ ED$EL$ 9ɍIʉDžDžDžDžDžDDDWPVLEHHH0A H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPHHH Åu H0A H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPfH=ffH8ufH=ffHHHfH=ffHHH5HHHEdH3%(He[A\A]A^A_]A\$ A|$M}A}~Ax;9~7AWx/9~+HHHHH H5H=fH=ffHHAHHu+H0ANH HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHH0AOH HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHfH=ffHH0AHH!A;]HcIϋ;&R;AY AD$HHcHI$HHfH=ffH8H8HXfH=ffH8H8HH0A:H HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHH0A;H HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHHkGh/:.   -  -wHcHHwHcHHHHHHHGG GH7OW DGATUSHHHIdH%(H$1fH=ffH8^H8CA9D$]E 9C pH8D$D$D$ D$D$D$HL$HT$s{ D]C D$4CD$8CM$LMLH|$H|$t$ t$$HT$HT$(L$L$0D$HIHՋG ;F uLugH$dH3%(H([]A\A]A^A_H O H5H=H P H5H=fH=ffH8QH8gH8ND$D$D$ D$$D$(D$,HL$$HT$s{ HmEg AOE_MDs DkDSLH|$H|$0t$ t$8HT$$HT$HIIԋ9~uLugH$dH3%(H([]A\A]A^A_H u H5H=H v H5H=fH=ffH8RH8hH8OD$D$D$ D$$D$(D$,HL$$HT$s{ I,$Ee AME]MMDs DkDSLH|$H|$0t$ t$8HT$$HT$"5{+ +  -AVAUATUSHHHdH%(H$1fH=ffH8XH8H8UE{ s9R9;D$D$D$ D$D$D$HL$HT$LMD[ DSCLH|$H|$t$ t$$HT$HT$(L$L$0D\$4DT$8D$H5H=H ?H5H=H BH5H=H CH5H=H DH5H=H|$PHw^H\$pAJH HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5Ht$pH|$GHH$HfH=ffHHHl$pARH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$GHH$HHl$pASH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$GHH$HfH=ffHHL$0DHLD$8H)<H  +  ?USHD$dH%(H$1G 9FWHHfH=ffH8RH8bH8OC LM{sL 9ɍIʉT$D$ D$$D$(D$,D$0D$4|$8t$H iH5H=H mH5H=fH=ffHH5H$Hw?H$AzH HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$|HH$HfH=ffHHcAoED$(E ƃ|$8D$(D$H8"D$XD$\D$`D$dD$hD$lHL$dHT$Xu} De D]DULMDk kCLH|$XH|$pt$`t$xHT$dHT$|L$l$D$$$D$D$D$H L$L\$DT$L$L$D$D$(H Å;fH=ffH8H$fH=ffHHH5HH$XdH3%(Hh[]A\A]A^A_Ëv9}AAD$8AfH=ffH8H8H8DŽ$DŽ$DŽ$DŽ$DŽ$DŽ$H$H$u} D[De MDMLULH$H|$L$t$TH$HT$X$D$`Dd$dL$hDL$lApPASHH$H$DL$ARAUDL$hD$8H0ÅfH=ffH8H$fH=ffHHH5HvA9gAD$8AA;A.aATUSHHD$H $dH%(H$1G 9FffH=ffH8H8H8D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCL LEH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$L$D$HÅ*fH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\Ld$pAH HLI|$ H5s H$H$H5uH$Ht$pH|$PHH$HfH=ffHH H|$PHwHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHH$f.zuHD$H$H;H[VATUSHHD$H $dH%(H$1G9FffH=ffH8H8H8D$D$D$D$ D$$D$(HL$ HT$s{ D[ DSCL LEH|$H|$,t$t$4HT$ HT$8L$(L$@D\$DDT$HD$LHLT$TL$D$L$D$HÅ*fH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\Ld$pAH HLI|$ H5sH$H$H5uH$Ht$pH|$PHH$HfH=ffHH H|$PHwHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHH$f.zuHD$H$H;H[VAWAVAUATUSHID$HAHDD$L$dH%(H$1AptoDiAptkDs |$ptfE D$ AptbCE;l$u]E;t$ uu9D$ EH$dH3%(@H[]A\A]A^A_Di Ds듋ED$ 똋C H H5H=H H5H=H H5H=fH=ffH85H8bH82AD$D$ M$$CD$(HED$$HmApD$,|$pAEfH=ffH8fH=ffHHxT$T$@\$\$HD$ PATHD$XPD$@PSD$LPUHD$xPDL$LEDT$lDH@fH=ffH8LH\$PfH=ffHHH5H fH=ffHHH|$PHwfH=ffHHHl$pA%H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$?HH$HfH=ffHHL$DD$HDHD$LDAWAVAUATUSHD$dH%(H$1DjDvD;o9HHID;w EfH=ffH8FH8^H8CD{HHmM$$fH=ffH8)fH=ffHHxL$L$HL$AWSjUAMDDH fH=ffH8H\$ fH=ffHHH5HH$dH3%(H[]A\A]A^A_H 6H5H=H 7H5H=fH=ffHHH|$ HwfH=ffHHHl$@A=H HHH} H5H|$`H|$`H5H|$`HH|$`H5H|$`H5H|$`H5Ht$@H|$HH|$`HfH=ffHHJLHD$HXOx6AVAUATUSHHHIIdH%(H$1fH=ffH8tmH8H8nHCH;EutI;D$I;E{ H$dH3%(H[]A\A]A^fH=ffHHvH|$@HwH H5H=H H5H=H H5H=D$D$D$ D$D$D$HL$HT$sEuE\$DUC D$4CD$8CHMmM $LEH|$H|$t$ t$$HT$HT$(L$L$0D$HC H+CHpD$ AAHD$ HD$HD$`HD$aH H5H=D oHt$H|$AED$ |$ HC H+CH9T$ HH|$l$,Dd$(HD$`D$hD$lD$p{ErExuExpxlExgBD=A;E \C4A;ERAUIcHcHIcHIMHHD$`Dd$hl$lT$p"H "H5H=H )H5H=AAE9} u E9u}H H5H=H H5H=D pHt$H|$AED$ t$ HC H+CH9T$ HH|$l$HDd$LHD$`D$hD$lD$p{ErExuExpxlExgBD5A;E \Cxbx^xZD D;F P;~KHcHLcFIHHxH VP uHH "H5H=H )H5H=HH~ H@@ @t:t6xZxVxR;~ MD D;FCHcLIHHx VP uHH "H5H=H )H5H=9V vFVHcHHHGHHH H5H=9V vFVHcHHHGHHH H5H=HVHcHcHHHHSHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$HD$HdH3%(u+HP[HD$HH|$ Hu)dSHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$HD$HdH3%(u+HP[HD$HH|$ Hu)dSHPHdH%(HD$H1fH=ffH8H8X{ {H8s HD$ D$(H|$ { CDKH |$D$DL$LD$EHT$ OfH=ffHHYH H5H=H|$0Hw[H|$ D$fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH|$ D$HD$HdH3%(u+HP[HD$HH|$ Hu)dUSHHdH%(H$1fH=ffH8H8eH8@t C9C DC D9CDNCDHD$ D$(H|$ CDHAHL$ HOfH=ffHHZH|$0HwgH  H5H=Åu H$A H HH$H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$fH=ffH8ufH=ffHHH\$0fH=ffHHH5HH\$ fH=ffH8tEH8ySHH|$ H\$D$H$dH3%(!HĘ[]fH=ffHHH|$AHÅuH$ANH HH$H5H$H$H5H$HH$H5H$H5H$H5H$H|$HH$H|$ HÅu H\$H|$PAOH HH|$pH5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$HH|$p%@HfH~HF! <; 6 _  x SH$G9G u]HpHf*K XL$HXL$\f(f*K Y $f.H[H |H5H=SHdH%(HD$1 uHD$dH3%(ubH[HfH=ffH8tH8x)H|$HfH=ffHHHSHdH%(HD$1 uHD$dH3%(ubH[HfH=ffH8tH8x)H|$HfH=ffHHHUHAWAVAUATSHHdH%(HE1~IIIHfH=ffH8H8H8AuHDžDžHIcUHALHQH H5H=fH=ffHHVHHwaÅAEI<$IuET$ ED$EL$ 9ɍIʉDžDžDžDžDžDDDWPVLEHHH0A H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPHHH Åu H0A H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPfH=ffH8ufH=ffHHHfH=ffHHH5HHHEdH3%(He[A\A]A^A_]A\$ A|$M}A}~Ax;9~7AWx/9~+HHHHH H5H=fH=ffHHAHHu+H0ANH HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHH0AOH HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHfH=ffHH4AHH%A;]HcHI;"R;AY AD$HHcHI$HHfH=ffH8H8HXfH=ffH8H8HH0A:H HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHH0A;H HHH{ H5HPHPH5HPHHPH5HPH5HPH5HHHHPHHkGh/:.   -  -wHcHHwHcHHHHHHHGG GH7OW DGATUSIHoHH9uI<$Ht[]A\H H9tH{HtSt HH?HtH=tC[ÿA.size() == B.size() && B.size() == C.size()A[i]->NumRows() == A[i+1]->NumRows()A[i]->NumCols() == A[i+1]->NumCols()A[i]->Stride() == A[i+1]->Stride()B[i]->NumRows() == B[i+1]->NumRows()B[i]->NumCols() == B[i+1]->NumCols()B[i]->Stride() == B[i+1]->Stride()C[i]->NumRows() == C[i+1]->NumRows()C[i]->NumCols() == C[i+1]->NumCols()C[i]->Stride() == C[i+1]->Stride()cudaMemcpyAsync(device_abc_array, host_abc_array, 3*size*sizeof(Real*), cudaMemcpyHostToDevice, cudaStreamPerThread)cublas_gemmBatched(GetCublasHandle(), (transB==kTrans? CUBLAS_OP_T:CUBLAS_OP_N), (transA==kTrans? CUBLAS_OP_T:CUBLAS_OP_N), m, n, k, alpha, device_b_array, B[0]->Stride(), device_a_array, A[0]->Stride(), beta, device_c_array, C[0]->Stride(), size)m == C[0]->NumCols()n == C[0]->NumRows()AWAVAUATUSH8D$HIDD$L$dH%(H$(1H6H9HYH)HID$H)HH9AILEHEL)HH9AٸYPA9H HTDZ D9Y DRD9QR9QHHLDy D9z DYD9ZR9QIILDR D9Q DzD9y'HR9Q]H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=|$pH@D$ ApH@ D$ |$pH@ D$$ApHPIt$ ;pt$ ;p 9T$$|$ H$(dH3%(iH8[]A\A]A^A_H@ D$ ]H@D$ bH@D$$hHP mH H5H=H H5H=H H5H=fH=ffH8H8=H8fH=ffH8LcKHHD$8H8Ht$8H=HD$(IHD$(LHD$@LHD$H[HHH9H|$8HD$0~RM $MEH}CH4LT$0K :IIHIIHHHHIHH9uAHT$8Ht$0H|$(ADžiHEHhI$HD`IEHDhApAE|$pAEfH=ffH8fH=ffHHxT$T$P\$\$XHSUt$`HD$xPATt$XAU$H$PDL$tDD$pL$\DDHPfH=ffH8JH8WHt$(H=HD$0HtHfH=ffH8H\$pfH=ffHHH5HfH=ffHHBH|$pHwOfH=ffHHPHHHD$`D$hH=tHHuD$hHt$8H=HD$(|$hH|$`HH=HÀ|$ht H|$`HH$AH HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5H$H|$`HH$HfH=ffHHH$AH HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$`HH$HfH=ffHHHHHD$`D$hH=tHHuD$hHt$(H=|$hWH|$`HIH=;1HÀ|$ht H|$`HfH=ffHH(CL<IEH I$H4HEH<L$DD$DD$HL9u> 3KkUSH8HdH%(HD$(1fH=ffH8H8H;H8fH=ffH8H+H8HH=fH=ffH8JHl$fH=ffHHH5HHC CCHD$(dH3%(&H8[]fH=ffHHH|$HwfH=ffHHHHH$D$H=tHHuD$HH=|$H<$HH=HÀ|$tHHfH=ffHHH;HHHUSH8HdH%(HD$(1fH=ffH8H8H;H8fH=ffH8H+H8HH=fH=ffH8JHl$fH=ffHHH5HHC CCHD$(dH3%(&H8[]fH=ffHHH|$HwfH=ffHHHHH$D$H=tHHuD$HH=|$H<$HH=HÀ|$tHHfH=ffHHH;HHHinput[i].row < num_rows && input[i].row >= 0 && input[i].column < num_cols && input[i].column >= 0cudaMemcpyAsync(addr, input.data(), input.size() * sizeof(MatrixElement), cudaMemcpyHostToDevice, cudaStreamPerThread)AWAVAUATUSH(HD$HdH%(H$1 DEH6HCH)HHteIx=9~9Fx2A9~-HcL9s9~:Fx3A9~.HcL9s=H@Hx9} @xD9|H H5H=fH=ffH8tGH8yUH H;KAHD$`HD$HD$PHD$IfH=ffHHfH=ffH8HsH+3IH8H=IH3HSH)ALAŅKH8HCH+HHHDM }uLE 9ɍIʉT$,D$0D$4D$8D$<D$@DL$D|$Ht$LHPHHD$dH$t$MD$8HT$XH|$LH Å\fH=ffH8H8$LH=fH=ffH8H\$`fH=ffHHH5HH$dH3%({H([]A\A]A^A_fH=ffHH HHHD$`D$hH=tHHuD$hLH=IĀ|$hH|$`HH=HÀ|$ht H|$`HH$A H HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5H$H|$`HH$HH|$`HwH$A H HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$PHH$HfH=ffHHHHHD$PD$XH=tHHuD$XLH=|$XH|$PH|H=ndHÀ|$Xt H|$PHfH=ffHHIfH=ffHHALH|$AƉD$u$AƉD$D$`H$ANH HHH{ H5H$t$H$H5DH$HH$H5H$H5H$H5H$H|$DHH$HH$AOH HHH{ H5H$t$H$H5DH$HH$H5H$H5H$H5H$H|$DHH$HfH=ffHHAHt$LAŅAŅAIcH HCH)HIH9HRHL$YJL$EHHcRHHUL,fH=ffH8H8"AEXD$D$PfH=ffH8H8D$PAE/H$A:H HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5H$H|$`HH$HH$A;H HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5H$H|$`HH$Hp. A     ..iter->row < num_rows && iter->row >= 0 && iter->column < num_cols && iter->column >= 0cudaMemcpyAsync(addr, sv_labels.data(), sv_labels.size() * sizeof(MatrixElement), cudaMemcpyHostToDevice, cudaStreamPerThread)Empty supervision labelsthis_prob >= 0.99e-20UHAWAVAUATSHhIIIHLdH%(HE1 EEHHvH9t[x69~2PA9~*x&H HH9t9x9}QH xD9|H H5H=fH=ffH8H8I$I9D$fH=ffH8I\$I+$H8HH=HI4$IT$H)AHADž#H8HDžDžHA} AuAUIMEV EFAFMML$M+ $IDžDžDžDžDžDžDDHHHH4$T$QHHH$D$ASEiɫIHHfH=ffHH)H0AH HHH{ H5HHHPHPH@@HHH@HXHHH9tHH@HXH0H{`HHPHPHRH@HPHH@HHHHfH=ffHHNumRows() == NumRows() && dst->NumCols() == NumCols()cudaMemcpy2DAsync(dst->Data(), dst_pitch, this->data_, src_pitch, width, this->num_rows_, cudaMemcpyDeviceToHost, cudaStreamPerThread)CuMatrix::CopyToMatD2HATUSHHHAdH%(H$1fH=ffH8H8ApE ;C 8K9M,H83CDC HcɋE4HcjjLcK McHH}HÅfH=ffH8FH\$fH=ffHHH5HH$dH3%(MH[]A\fH=ffHHLd$pHLoHLH|$H H5H=H|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHDHHHH|$H+'>x+x0ATUSH HHdH%(HD$1Vv H$IALoLHHHHHHL$dH3 %(uH []A\HHH=MAUATUSH(HIdH%(HD$1Ww H$IALoLHHLHHD$dH3%(uH([]A\A]HHHAQUSH(HHdH%(HD$1fH=ffH8tjH8s upu UAHoHHAHfH=ffHHy} u0SAHoHHH}H$D$D$ D$HHHHHHH2HEHHUHESUCE S U C ESUCHD$dH3%(uH([]HHHHHHHHSH HdH%(HD$1H$D$D$ D$HHHHHHD$dH3%(uH [HHH CyAUATUSH(HHAdH%(HD$1fH=ffH8t/H8x`IDHLoHLfH=ffHHHHD$dH3%(u.H([]A\A]DHHHHH#7eATUSH0HID$ dH%(HD$(1Hl$oHHoLHH|$pHQT$f.wpHHQ\$f.w9D$ YD$.D$H|$HL$(dH3 %(u%H0[]A\HH|$H4L:A.NumRows() == B.NumRows()cusparse_csrmm2(GetCusparseHandle(), CUSPARSE_OPERATION_NON_TRANSPOSE, CUSPARSE_OPERATION_TRANSPOSE, AT.NumRows(), CT.NumRows(), AT.NumCols(), AT.NumElements(), &alpha, descr, AT.CsrVal(), AT.CsrRowPtr(), AT.CsrColIdx(), B.Data(), B.Stride(), &beta, CT.Data(), CT.Stride())cusparse_csrmm2(GetCusparseHandle(), CUSPARSE_OPERATION_NON_TRANSPOSE, CUSPARSE_OPERATION_TRANSPOSE, A.NumRows(), CT.NumRows(), A.NumCols(), A.NumElements(), &alpha, descr, A.CsrVal(), A.CsrRowPtr(), A.CsrColIdx(), B.Data(), B.Stride(), &beta, CT.Data(), CT.Stride())UHAWAVAUATSHxHHAIdH%(HE1fH=ffH8H8( AoHDp HD9HAL$9H!HA;D$ -H8<HpHH(fH=ffHHLHDp HD9uCHAL$9HuQHA;D$ nH H5H=H H5H=H H5H=H H5H=H H5H=H H5H=HHwAƅuaAp%DLAD$`I$HhLc(HcCIDHpHC0HxLHH0AH HHPH5HPDHPH5DHPHHPH5HPH5HPH5H0HHHPzHDžHDžHDžDžDž DžHDžHDž HpH#HHHHDLEl$I$H`HHcHDHhH HLHHxHpfH=ffH8tofH=ffHHxHAWAVHPAU`hSATHPPDxDpfH=ffHHtH`u=HLHI9HHH0A"H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPHIHLH I9H{Ht㉅HHfH=ffH8tqfH=ffHHxHAWAVHP`PhpATxAUHPPDDٺfH=ffHHrH`uHH0A)H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPÅuHpHH0A+H HHPH5HPHPH5HPHHPH5HPH5HPH5H0HHHPfH=ffH8ufH=ffHHHfH=ffHHH5HHHEdH3%(uFHe[A\A]A^A_]LDHHHbHcC/   /[USHHHHGG GvAHHH[]USHHHVv AoHHHH[]USHHHVv AoHHHH[]USHHHVv AoHHHH[]AWAVAUATUSH8ID$IAHEL$ dH%(HD$(1HD$D$D$D$ qH\$AHoHHL$ EHDLD$LH|$HD$(dH3%(u$H8[]A\A]A^A_HH|$HrUSHHHHGG Got-V0vApHHH[]ËVv0AoHHAVAUATUSHdH%(H$1G9G HIfH=ffH8k HMt @~ xHDŽ$DŽ$L$LHLH H5H=fH=ffHHBSHDŽ$DŽ$DŽ$DŽ$L$ALLHH$EIN)H$D$D$ D$@'9{;CrKH;H<$D$D$ L$HD$ D$(D$,D$0@Ήa9YQs9FLLcDKOL\$ T$(D$,DL$0HD$@D$HD$LD$P9IcHILHt$@D$HT$LDL$PHDŽ$DŽ$H$$H$H$%HH$H$HHDŽ$H$H$H$HDŽ$DŽ$H$$H$H$H$oHMt7H$H$H$H$oLH$H$H$H$H$dH3%(H[]A\A]A^H )H5H=H "H5H=H )H5H=H )H5H=H )H5H=H )H5H=HDŽ$DŽ$DŽ$DŽ$ HDŽ$DŽ$DŽ$DŽ$HDŽ$DŽ$DŽ$DŽ$uMA;l$ A;l$HcAL$HcHHI4$HH$$$$L$HLLt$@H$fApLoLHHl$` oHHL$LHHl$ fApHٺpLHoHLfApHoLHHH$GH "H5H=H )H5H=H )H5H=H )H5H=HH$HHH$H$H$pHHH^;k LcDKIcILLI4Ht$`T$hT$lDL$p~HD$ D$(D$,D$0 Ή OHD$@D$HD$LD$PHD$`D$hD$lD$pMHDŽ$DŽ$DŽ$DŽ$kDA;D$ 9A;D$.At$M$L$$$$HDŽ$DŽ$DŽ$DŽ$@At$ EL$D9I<$LcED$NL$$$D$HDŽ$DŽ$DŽ$DŽ$9D9IcHIHH$$$D$>4oJAnum_rows_ == num_cols_USHHdH%(HD$81G ;Gu"Hu:HD$8dH3%(HHH[]H @H5H=fH=ffH8tgH8H8hs HD$ D$(D$,D$0Hl$ AHHH+fH=ffHH|HHwHt$ fɺpHHfH=ffH8ufH=ffHHHfH=ffHHH5HH|$ s H$HHHHHHHHD$ H|$ t$HH|$ H|$ Ht$ HfɺpHHH|$ HHH|$ HHH|$ HHH;Zyd8mat.NumRows() == NumRows() && mat.NumCols() == NumCols()mask != NULLAWAVAUATUSH(IdH%(H$1v ;w HIAV;WMALfH=ffH8H8H8D$$D$(D$,D$0D$4D$8HL$0HT$$u} A_E^Dm DeEMMLEH|$$H|$x+x0ATUSH HHdH%(HD$1Vv H$IALoLHHHHHHL$dH3 %(uH []A\HHH=MAUATUSH(HIdH%(HD$1Ww H$IALoLHHLHHD$dH3%(uH([]A\A]HHHAQUSH(HHdH%(HD$1fH=ffH8tjH8s upu UAHoHHAHfH=ffHHy} u0SAHoHHH}H$D$D$ D$HHHHHHH2HEHHUHESUCE S U C ESUCHD$dH3%(uH([]HHHHHHHHSH HdH%(HD$1H$D$D$ D$HHHHHHD$dH3%(uH [HHH CyAUATUSH(HHAdH%(HD$1fH=ffH8t/H8x`IDHLoHLfH=ffHHHHD$dH3%(u.H([]A\A]DHHHHH#7eATUSH@HID$dH%(HD$81Hl$ oHHoLHH|$ pHQT$ff.w"fZ\$\$pHHQl$ff.w:D$YD$f.D$H|$ HL$8dH3 %(u%H@[]A\HH|$ H4LKUSHHHHGG GvAHHH[]USHHHVv AoHHHH[]USHHHVv AoHHHH[]USHHHVv AoHHHH[]AWAVAUATUSH8I$IAHEL$dH%(HD$(1HD$D$D$D$ qH\$AHoHHL$EHDL$LH|$HD$(dH3%(u$H8[]A\A]A^A_HH|$HqUSHHHHGG Got-V0vApHHH[]ËVv0AoHHAVAUATUSHdH%(H$1G9G HIfH=ffH8k HMt @~ xHDŽ$DŽ$L$LHLH H5H=fH=ffHHBSHDŽ$DŽ$DŽ$DŽ$L$ALLHH$EIN)H$D$D$ D$@'9{;CrKH;H<$D$D$ L$HD$ D$(D$,D$0@Ήa9YQs9FLLcDKOL\$ T$(D$,DL$0HD$@D$HD$LD$P9IcHILHt$@D$HT$LDL$PHDŽ$DŽ$H$$H$H$%HH$H$HHDŽ$H$H$H$HDŽ$DŽ$H$$H$H$H$oHMt7H$H$H$H$oLH$H$H$H$H$dH3%(H[]A\A]A^H )H5H=H "H5H=H )H5H=H )H5H=H )H5H=H )H5H=HDŽ$DŽ$DŽ$DŽ$ HDŽ$DŽ$DŽ$DŽ$HDŽ$DŽ$DŽ$DŽ$uMA;l$ A;l$HcAL$HcHHI4$HH$$$$L$HLLt$@H$fApLoLHHl$` oHHL$LHHl$ fApHٺpLHoHLfApHoLHHH$GH "H5H=H )H5H=H )H5H=H )H5H=HH$HHH$H$H$pHHH^;k LcDKIcILLI4Ht$`T$hT$lDL$p~HD$ D$(D$,D$0 Ή OHD$@D$HD$LD$PHD$`D$hD$lD$pMHDŽ$DŽ$DŽ$DŽ$kDA;D$ 9A;D$.At$M$L$$$$HDŽ$DŽ$DŽ$DŽ$@At$ EL$D9I<$LcED$NL$$$D$HDŽ$DŽ$DŽ$DŽ$9D9IcHIHH$$$D$>4oJAUSHHdH%(HD$81G ;Gu"Hu:HD$8dH3%(HHH[]H @H5H=fH=ffH8tgH8H8hs HD$ D$(D$,D$0Hl$ AHHH+fH=ffHH|HHwHt$ fɺpHHfH=ffH8ufH=ffHHHfH=ffHHH5HH|$ s H$HHHHHHHHD$ H|$ t$HH|$ H|$ Ht$ HfɺpHHH|$ HHH|$ HHH|$ HHH;Zyd8AWAVAUATUSHHIdH%(H$81v ;w HIAV;WMALfH=ffH8H8H8D$@D$DD$HD$LD$PD$THL$LHT$@u} A_E^Dm DeEMMLEH|$@H|$Xt$Ht$`HT$LHT$dL$TL$lDl$pDd$tD$xHSASHL$L$D$ARH0ÅfH=ffH8H$fH=ffHHH5HH$8dH3%(h HH[]A\A]A^A_H g H5H=H h H5H=fH=ffHHIH$HwSH$Au H HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$?HH$HfH=ffHHF} fAHD$pHD$fH=ffHHAHt$H|$D$D$u+D$D$d$pd$H$ANH HHH{ H5H$t$H$H5|$H$HH$H5H$H5H$H5H$H|$dHH$HH$AOH HHH{ H5H$t$H$H5|$H$HH$H5H$H5H$H5H$H|$dHH$HfH=ffHHAHt$H|$D$D$,u%D$D$,D$pH$ANH HHH{ H5H$t$,H$H5|$H$HH$H5H$H5H$H5H$H|$dHH$HH$AOH HHH{ H5H$t$,H$H5|$H$HH$H5H$H5H$H5H$H|$dHH$HfDAGHIIN$$fH=ffH8H8$A$;]LcDEHLHUHHD$fH=ffH8H8HD$\$DAFHLIHHD$fH=ffH8H8HD$T$f. fH=ffHHAHt$ LAĉD$uWAĉD$H$A;H HHH{ H5H$A:H HHH{ H5H$t$H$H5DH$HH$H5H$H5H$H5H$H|$pHH$HH$t$H$H5DH$HH$H5H$H5H$H5H$H|$pHH$HAD;m }~H$HD$ f] .    .AWAVAUATUSH8I$HAIEL$dH%(HD$(1HD$D$D$D$ vH\$AHoHHL$ELDH$LH|$HD$(dH3%(u$H8[]A\A]A^A_HH|$HqAVAUATUSH0I$HIAL$dH%(HD$(1HD$D$D$D$ vH\$AHHHL$ELoH$LH|$HD$(dH3%(u"H0[]A\A]A^HH|$HlAVAUATUSH0I$IAHL$dH%(HD$(1HD$D$D$D$ qH\$AHHHL$AoHDL$LH|$HD$(dH3%(u"H0[]A\A]A^HH|$HlAWAVAUATUSH(D$HI$L$ dH%(H$1H6H9HYH)HID$H)HH9IELEHEL)HH9AٸWPA9H HTDZ D9Y DRD9QR9QHHLDy D9z DYD9ZR9QIILDR D9Q DzD9y'HR9Q]H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=H H5H=ApH@D$<$pH@ D$ApH@ D$<$pHPIt$;pt$;p 9T$|$H$dH3%(dH([]A\A]A^A_H@ D$^H@D$cH@D$hHP mH H5H=H H5H=H H5H=fH=ffH8H8:H8fH=ffH8LcKHHD$(H8Ht$(H=HD$IHD$LHD$0LHD$8[HHH9H|$(HD$ ~RM $MEH}CH4LT$ K :IIHIIHHHHIHH9uAHT$(Ht$ H|$ADžfHEHDxI$HD`IEHDh<$p@@ApAEfH=ffH8fH=ffHHxT$T$H\$ \$LHSAWt$PHD$lPATt$HAUt$pH$PDL$dDD$`L$TDHPfH=ffH8JH8WHt$H=HD$ HtHfH=ffH8H\$`fH=ffHHH5HfH=ffHHEH|$`HwRfH=ffHHSHHHD$PD$XH=tHHuD$XHt$(H=HD$|$X!H|$PHH=HÀ|$Xt H|$PHH$AH HHH{ H5H$DH$H5DH$HH$H5H$H5H$H5H$H|$PHH$HfH=ffHHH$AH HHH} H5H$H$H5H$HH$H5H$H5H$H5H$H|$PHH$HfH=ffHHHHHD$PD$XH=tHHuD$XHt$H=|$XWH|$PHIH=;1HÀ|$Xt H|$PHfH=ffHH(CL<IEH I$H4HEH<L$ E$D$HL9u>  3KiV 9W tËF9GSameDim(*this, A) && SameDim(A, B)AUATUSHxHD$HIL$ dH%(HD$h1fH=ffH8nH8HHhLHUH8dD$D$D$D$ D$$D$(HL$ HT$s{ El$D]C D$DCD$HCM$LMLH|$H|$,t$t$4HT$ HT$8L$(L$@D$LHAUASHL\$lL$D$ARL$<D$8H0fH=ffH8H\$PfH=ffHHH5HHD$hdH3%(Hx[]A\A]fH=ffHHuH H5H=H|$PHwfH=ffHHNL$ LHD$HVSameDim(*this, src)USHHHdH%(H$1`fH=ffH8aH8qH8^D$D$D$ D$D$D$HL$HT$s{ DUC D$4D[CLMLH|$H|$t$ t$$HT$HT$(L$L$0D\$8D$ lower_limitUSHHHD$L$ dH%(H$1}T$ .T$fH=ffH8H8H8D$D$D$D$ D$$D$(HL$ HT$s{ DUC D$DD[CLMLH|$H|$,t$t$4HT$ HT$8L$(L$@D\$HD$LHARHLT$dL$D$L$,D$(H ÅfH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]H H5H=H H5H=fH=ffHHWH|$PHwdHl$pA H HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHZL$ D$HHeL9HHHUSHHHdH%(H$1`fH=ffH8aH8qH8^D$D$D$ D$D$D$HL$HT$s{ DUC D$4D[CLMLH|$H|$t$ t$$HT$HT$(L$L$0D\$8D$fH=ffH8?H8:H8<C LA|$I4$MHUDSDKD$ D$D$D$D$D$ D$$DT$(DL$,HAPWVQRLD$TEHT$HH|$<H0ÅfH=ffH8YH\$0fH=ffHHH5HH$dH3%(rH[]A\A]H sH5H=fH=ffHHH|$0HwHl$PAH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHI9tYoHHHHs HD$0D$8Hl$0H L(HnSs HD$0D$8D$<D$@Ll$0ALLHLHt$0oHH|$0Ht$0HHoLHH|$0HH|$0HHH|$0H1Xxh-SameDim(*this, M)v.Dim() == this->NumRows()M.NumRows() == NumCols() && M.NumCols() == NumRows()AUATUSHHD$IHAL$ dH%(H$1fH=ffH8H8?AoC9E C 9EC A9EH8S  9@@BIƋC<9@@HIDUAApHmMM{LL$t$ D$$D$(D$,D$0T$4D$8|$H8@S A|$I4$MLMDSCLT$ D$D$D$D$D$ T$$DT$(D$,HWVQHHT$TH$D$HT$HH|$<H0ÅfH=ffH8YH\$0fH=ffHHH5HH$dH3%(H[]A\A]H PH5H=fH=ffHHH|$0HwHl$PA[H HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHs HD$0D$8Ll$0LfApLoHLoLHHHHt$0 oHHH|$0HH|$0HXxHEv.Dim() == this->NumCols()AUATUSHHD$HAIL$ dH%(H$1fH=ffH8H8'AoC9E C 9ECA9EH8D$D$D$D$ D$$D$(HL$ HT$s{ DUAApMeLMDk kCLH|$H|$,t$t$4HT$ HT$8L$(L$@Dl$Dl$HD$LHATASARHLT$tL$D$L$<D$8H0ÅfH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\A]fH=ffHHJHHiH H5H=H H5H=H H5H=H|$PHwEAaHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHL$ LDHD$H8?USHHdH%(H$1fH=ffH8t4H8yBHH$dH3%(Hĸ[]fH=ffHHH|$ AH3ÅuÅD$ Hl$ANH HHH} H5H|$0H|$0H5H|$0HH|$0H5H|$0H5H|$0H5Ht$H|$ HH|$0HHl$AOH HHH} H5H|$0H|$0H5H|$0HH|$0H5H|$0H5H|$0H5Ht$H|$ HH|$0Hx+xHdH%(HD$1wHcHcHHHH$HHD$dH3%(uHdst != NULL../cudamatrix/cu-array-inl.hCuArray::CopyToVecD2HcudaMemcpyAsync(dst, Data(), this->dim_ * sizeof(T), cudaMemcpyDeviceToHost, cudaStreamPerThread)USHdH%(H$1HHHfH=ffH8H8H8HcSHAH3HÅÅsfH=ffH8H\$fH=ffHHH5HH$dH3%( H[]H H5H=fH=ffHHH|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHcSHH3H5x+xV 9W tËF9GAUATUSHxH$HIL$dH%(HD$h1fH=ffH8nH8HHhLHUH8dD$D$D$D$ D$$D$(HL$ HT$s{ El$D]C D$DCD$HCM$LMLH|$H|$,t$t$4HT$ HT$8L$(L$@D$LHAUASHL\$lL$D$ARL$8D$0H0fH=ffH8H\$PfH=ffHHH5HHD$hdH3%(Hx[]A\A]fH=ffHHuH H5H=H|$PHwfH=ffHHNL$LH$HWUSHHHdH%(H$1`fH=ffH8aH8qH8^D$D$D$ D$D$D$HL$HT$s{ DUC D$4D[CLMLH|$H|$t$ t$$HT$HT$(L$L$0D\$8D$fH=ffH8?H8:H8<C LA|$I4$MHUDSDKD$ D$D$D$D$D$ D$$DT$(DL$,HAPWVQRLD$TEHT$HH|$<H0ÅfH=ffH8YH\$0fH=ffHHH5HH$dH3%(sH[]A\A]H sH5H=fH=ffHHH|$0HwHl$PAH HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHI9tZoHHHHs HD$0D$8Hl$0H Lf(HnSs HD$0D$8D$<D$@Ll$0ALLHLHt$0oHH|$0Ht$0HHoLHH|$0HH|$0HHH|$0H1Xxh-AUATUSHH$IHAL$dH%(H$1fH=ffH8H8?AoC9E C 9EC A9EH8S  9@@BIƋC<9@@HIDUAApHmMM{LL$t$ D$$D$(D$,D$0T$4D$8|$AUATUSHHHIdH%(H$1HH^HHH9JBfH=ffH8CH8>H8@S A|$I4$MLMDSCLT$ D$D$D$D$D$ T$$DT$(D$,HWVQHHT$TH$D$HT$HH|$<H0ÅfH=ffH8YH\$0fH=ffHHH5HH$dH3%(H[]A\A]H PH5H=fH=ffHHH|$0HwHl$PA[H HHH} H5H|$pH|$pH5H|$pHH|$pH5H|$pH5H|$pH5Ht$PH|$ HH|$pHfH=ffHHs HD$0D$8Ll$0LfApLoHLoLHHHHt$0 oHHH|$0HH|$0HXxHEAUATUSHH$HAIL$dH%(H$1fH=ffH8H8'AoC9E C 9ECA9EH8D$D$D$D$ D$$D$(HL$ HT$s{ DUAApMeLMDk kCLH|$H|$,t$t$4HT$ HT$8L$(L$@Dl$Dl$HD$LHATASARHLT$tL$D$L$8D$0H0ÅfH=ffH8H\$PfH=ffHHH5HH$dH3%(H[]A\A]fH=ffHHJHHiH H5H=H H5H=H H5H=H|$PHwEAaHl$pAH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$pH|$HH$HfH=ffHHL$LDH$H7>USHHdH%(H$1fH=ffH8t4H8yBHH$dH3%(Hĸ[]fH=ffHHH|$AH3ÅuÅD$Hl$ANH HHH} H5H|$0H|$0H5H|$0HH|$0H5H|$0H5H|$0H5Ht$H|$HH|$0HHl$AOH HHH} H5H|$0H|$0H5H|$0HH|$0H5H|$0H5H|$0H5Ht$H|$HH|$0Hx+xHdH%(HD$1wHcHcHHHH$HHD$dH3%(uHUSHdH%(H$1HHHfH=ffH8H8H8HcSHAH3HÅÅsfH=ffH8H\$fH=ffHHH5HH$dH3%( H[]H H5H=fH=ffHHH|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHcSHH3H5x+xcudaMemsetAsync(this->data_, 0, this->dim_ * sizeof(T), cudaStreamPerThread)CuArray::SetZeroUSHdH%(H$1u!H$dH3%(H[]HfH=ffH8H8H8HcSHH;ÅuzfH=ffH8H\$fH=ffHHH5H4fH=ffHHYH|$HwfHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHcSHH;FxUSH(HdH%(HD$1fH=ffH8tWH8 H;fH=ffH8t=H+H8uHHH=fH=ffHHfH=ffHHHHH$D$H=tHHuD$HH=|$tAH<$Ht8H=t.'HÀ|$tHHH;HtCHHD$dH3%(uH([](resize_type == kSetZero || resize_type == kUndefined) && dim >= 0Memory allocation failed when initializing CuVector CuArray::Resizewith dimension object size in bytes: AUATUSHdH%(H$1x;HAԃw.9wuOtDH$dH3%(H[]A\A]H ,H5H=tfH=ffH8H8H8fH=ffH8HcL,H8LH=ILm]EMfH=ffH8<Ll$fH=ffHLH5H]EHfH=ffHH H|$HwfH=ffHHHHH$D$H=tHHuD$LH=Iŀ|$H<$HH=HÀ|$tHHHfH=ffHHHcHHEHHl$0AGH HHH} H5H|$PH5H|$PH|$PH5H|$PHt$0H|$HH|$PH ynQATUSHHHdH%(H$1fH=ffH8$H8H8!s HS sCHMLT$ D$D$D$D$D$ T$$t$(D$,HHT$data_, &src.front(), src.size()*sizeof(T), cudaMemcpyHostToDevice, cudaStreamPerThread)USHHHdH%(H$1HvH+3HHCH9fH=ffH8H8{H8H3HSH)AH}ÅÅTfH=ffH8H\$fH=ffHHH5HH$dH3%(H[]fH=ffHH!H|$Hw.Hl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHH3H}HSH)2x+xindices[i].first < num_rows && indices[i].first >= 0 && indices[i].second < num_cols && indices[i].second >= 0AWAVAUATUSH(HHIdH%(HD$1 DELVH6LH)HHtbIx:9~6Fx/A9~*HcL9s9H֋ x9} RxD9|H 0 H5H=I9MfH=ffH8H8H H9KAIH M4EHHcQHHUHH$LAAIcH HCH)HH9rpH 3 H5H=fH=ffHHMH$D$IHLLLHHHD$dH3%(u"H([]A\A]A^A_HHHAWAVAUATUSH(HHIdH%(HD$1 DELVH6LH)HHtbIx:9~6Fx/A9~*HcL9s9H֋ x9} RxD9|H 0 H5H=I9MfH=ffH8H8HH9CAAIIJ(MEHHcRHHUHH$LAEAMcHHSH)HI9rpH 3 H5H=fH=ffHHHH$D$IHLLLHHHD$dH3%(u"H([]A\A]A^A_HHHEqualElementMaskCopyToHostSetZeroResizeLookupLookupAddElementsAddElementsTraceMinMaxSumRowRowCopyUpperToLowerCopyLowerToUpperCopyFromBlockAddMatMatElementsAddMatDiagVecAddDiagVecMatAddMatBlockSymAddMat2SetMatMatDivMatAddVecVecAddMatMatAddVecToRowsAddVecToColsAddMatBlocksAddToElementsAddMatSmatAddSmatMatAddSmatAddMatInvertElementsDivRowsVecMulRowsGroupMatMulRowsVecMulColsVecMinMaxDivElementsMulElementsScaleSubVectorSetZeroAboveDiagAddSetSetZeroFindRowMaxIdSymInvertPosDefCuSubMatrixCholeskyDiffXentDiffLogSoftmaxPerRowDiffSoftmaxPerRowDiffTanhDiffSigmoidTanhDiffParametricReluParametricReluGroupMaxDerivGroupMaxDiffGroupPnormGroupPnormSoftHingeLogSoftMaxPerRowRowSoftMaxPerRowExpSpecialExpLimitedCeilingFloorPowAbsPowLogExpHeavisideSigmoidCopyColFromVecCopyColsFromVecCopyRowsFromVecCopyRowsFromVecCopyRangeFromMatClampedCopyFromSpCopyFromMatCopyFromGeneralMatIsUnitAddToDiagAddRowRangesSumColumnRangesAddToRowsAddToRowsAddRowsRowDataMulRowsAddRowsCopyToRowsCopyRowsCopyRowsAddColsCopyColsEqualElementMaskCopyToHostSetZeroResizeLookupSetZeroResizeCopyFromVecLookupAddElementsAddElementsTraceMinMaxSumRowRowCopyUpperToLowerCopyLowerToUpperCopyFromBlockAddMatMatElementsAddMatDiagVecAddDiagVecMatAddMatBlockSymAddMat2SetMatMatDivMatAddVecVecAddMatMatAddVecToRowsAddVecToColsAddMatBlocksAddToElementsAddMatSmatAddSmatMatAddSmatAddMatInvertElementsDivRowsVecMulRowsGroupMatMulRowsVecMulColsVecMinMaxDivElementsMulElementsScaleSubVectorSetZeroAboveDiagAddSetSetZeroSetZeroResizeFindRowMaxIdSymInvertPosDefCuSubMatrixCholeskyDiffXentDiffLogSoftmaxPerRowDiffSoftmaxPerRowDiffTanhDiffSigmoidTanhDiffParametricReluParametricReluGroupMaxDerivGroupMaxDiffGroupPnormGroupPnormSoftHingeLogSoftMaxPerRowRowSoftMaxPerRowExpSpecialExpLimitedCeilingFloorPowAbsPowLogExpHeavisideSigmoidCopyColFromVecCopyColsFromVecCopyRowsFromVecCopyRowsFromVecCopyRangeFromMatClampedCopyFromSpCopyFromMatCopyFromGeneralMatIsUnitAddToDiagAddRowRangesSumColumnRangesAddToRowsAddToRowsAddRowsRowDataMulRowsAddRowsCopyToRowsCopyRowsCopyRowsAddColsCopyColsDestroyoperator=operator RealCompObjfAndDerivResizeDestroyoperator=operator RealCompObjfAndDerivResizeCopyRowsFromMatCopyRowsFromMatAddMatMatBatchedAddMatMatBatchedTraceMatMatTraceMatMatCopyToMatCopyToMatCopyFromTpCopyFromTpCopyFromTpCopyFromTpCopyFromMatCopyFromMatCopyFromMatCopyFromMatN5kaldi15KaldiFatalErrorE?@fr.`;PK?@'Xk? ttt8tttRtinte: |x 8|y 8|z 8tt*tt15 yrP nx 8y 8z 8C 3n888C GRn gnn5 $,ة ,,,t,8-////////// / / / / /////////////////// /!/"/#/$/%/&/'/(/)/*/+/,/-/.///0/1/2/3/6/7/8/9/:/;//?/@/A/B/C/D/E/F/G/H/I/J/K/L/M/N/O/P/Q/R/'8-G/////-i-R-k-M-lM-mM-neM-oeM-pM-qe M-rI$M-sI0M-te<M-u@M-veHM-weLM-xPM-yXM-ze`M-{edM-|ehM-}elM-~epM-etM-exM-e|M-eM-YM-YM-IM-YM-IM-IM-eM-YM-IM-YM-eM-YM-IM-YM-IM-e M-YM-M-e M-e$M-e(M-e,M-e0M-e4M-e8M-e<M-e@M-eDM-eHM-eLM-ePM-eTM-eXM-`M-ehM-elM-epM-etM-exM-e|M-eM-eM-eM-eM-eM-eM-M-eM-eA==Dt=AeYDAeiD5-!5-&kstdv.6$= M#:. 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