ELF>D@@43    !"$%'()+,./123467:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~     +,ATUSHdH%(H$1;V6IHՋF 9GAfH=ffH8BH8=H8?EL$CsLI$K L$D$t$ DA 9AEAIHHD$H$t$HÅfH=ffH8vH\$fH=ffHHH5HH$dH3%(gH[]A\H {H5H=H |H5H=fH=ffHHH|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHmHLATUSHdH%(H$1;V6IHՋF 9GAfH=ffH8BH8=H8?EL$CsLI$K L$D$t$ DA 9AEAIHHD$H$t$HÅfH=ffH8vH\$fH=ffHHH5HH$dH3%(gH[]A\H H5H=H H5H=fH=ffHHH|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHmHLATUSHdH%(H$1F9G5HHfH=ffH80H8H{H8#L#Hm[fH=ffH89IHjMAHھHÅfH=ffH8tH\$fH=ffHHH5HH$dH3%(cH[]A\H fH5H=fH=ffHHH|$HwfH=ffHHHl$0AkH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHoHHATUSHdH%(H$1F9G5HHfH=ffH80H8H{H8#L#Hm[fH=ffH89IHjMAHھHÅfH=ffH8tH\$fH=ffHHH5HH$dH3%(cH[]A\H wH5H=fH=ffHHH|$HwfH=ffHHHl$0A|H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHoHHHH=HH5H=Hkaldi::KaldiFatalErrorHHHH@HHSHHH@HH[USH8HdH%(HD$(1HHHHs(HHHH@HEH<$HD$H9tHH5HHH<$HD$H9tHHH5@}x+a.Dim() == b.Dim()cu-vector.cccublasStatus_t : "" returned from ''cublas_dot(GetCublasHandle(), a.Dim(), a.Data(), 1, b.Data(), 1, &result)ATUSHdH%(H$1F9G&HHD$ fH=ffH8H81H8LeH+[fH=ffH8fH=ffHHxHHD$PAMHHfH=ffH8zH\$fH=ffHHH5HD$ H$dH3%(iH[]A\H 2H5H=fH=ffHHH|$HwfH=ffHHHl$0A8H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$ HH|$PHfH=ffHHiHHD$ z8x-ATUSHdH%(H$1F9G'HHHD$fH=ffH8H81H8LeH+[fH=ffH8fH=ffHHxHHD$PAMHHfH=ffH8zH\$fH=ffHHH5HD$H$dH3%(iH[]A\H 2H5H=fH=ffHHH|$HwfH=ffHHHl$0A8H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHiHHD$z9x-col < mat.NumCols()dim_ == mat.NumRows()cudaError_t cudaGetLastError()CuVectorBase::CopyColFromMatsrc.Dim() == dim_;x/;x/&8x+z+x-&8x+z+x-0x-0x-"x+x-"x+x-.x+x-<G.x+x-<G.x8x+z-&8x+z+x-3x*%0%0%0&>mHxWux9.x9x*8x(3x*x*x*?x/nx>Zx<UxF)F   J  )!"x-(x-+x6.x-.x8x+z-&8x+z+x-3x*%0%0%0&=mHxVtx8-x8x*8x(3x*x*x*?x/n>Yx;UxF)F   J  )!"x-(x-*x5.x-@K oT&XIm?U3iwJkH>&$Pk?$2R @ |  x  , $Ut* oT&X@KImI?'$Pk?$#3iwR @ |  x  , $Ut*?UKmx+x7V-Bxh./=Y./=Y./=Y./=Y8@Bx8@Bxx+x7X-Bxh8@Bx8@Bxv.Dim() == NumCols() * NumRows()cudaMemcpyAsync(data_, v.Data(), sizeof(Real)*v.Dim(), cudaMemcpyDeviceToHost, cudaStreamPerThread)static_cast(i) < static_cast(num_rows_)cudaMemcpyAsync(RowData(r), vec_data, sizeof(Real) * NumCols(), cudaMemcpyDeviceToHost, cudaStreamPerThread)cudaStreamSynchronize(cudaStreamPerThread)../matrix/kaldi-matrix.hAVAUATUSHdH%(H$1G G;FHHfH=ffH8H8{ uH8S9SHm{ HcHADCHH HDim()cudaMemcpyAsync(dst->Data(), this->data_, sizeof(Real) * dim_, cudaMemcpyDeviceToHost, cudaStreamPerThread)USHdH%(H$1F9GHHfH=ffH8H8{H8HcSHAH3H}ÅÅsfH=ffH8H\$fH=ffHHH5HH$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=ffHHHHATUSH HHdH%(HD$1vH$D$ILLHHHHHHL$dH3 %(uH []A\HHHUSHdH%(H$1F9GHHfH=ffH8H8{H8HcSHAH3H}ÅÅsfH=ffH8H\$fH=ffHHH5HH$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=ffHHHHATUSH HHdH%(HD$1vH$D$ILLHHHHHHL$dH3 %(uH []A\HHHGHHcudaMemcpyAsync(data_, src.data_, src.dim_ * sizeof(Real), cudaMemcpyDeviceToDevice, cudaStreamPerThread)USHdH%(H$1F9GHHfH=ffH8H8{t~H8HcUHAHuH;ÅfH=ffH8UH\$fH=ffHHH5HH$dH3%(MH[]H 7H5H=fH=ffHHH|$Hw"Hl$0A>H HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHH;HcSHHudim_ == mat.NumCols() * mat.NumRows()cudaMemcpyAsync(data_, mat.Data(), sizeof(Real)*dim_, cudaMemcpyDeviceToDevice, cudaStreamPerThread)cudaMemcpyAsync(vec_data, mat.RowData(r), sizeof(Real) * mat.NumCols(), cudaMemcpyDeviceToDevice, cudaStreamPerThread)CuVectorBase::CopyRowsFromMatAVAUATUSHdH%(H$1FF 9GHHfH=ffH8H8}H8C9CLe{ ~JHcSHCHH H4ALAŅHcCM$;k |fH=ffH8NH\$fH=ffHHH5HH$dH3%(=H[]A\A]A^H H5H=fH=ffHHH|$Hw{ ;HcUHAH3H}ÅHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHH\$0AH HHH{ H5H|$PDH|$PH5DH|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHHcudaMemcpyAsync(data_, mat.Data(), sizeof(Real)*dim_, cudaMemcpyHostToDevice, cudaStreamPerThread)cudaMemcpyAsync(vec_data, mat.RowData(r), sizeof(Real) * mat.NumCols(), cudaMemcpyHostToDevice, cudaStreamPerThread)AVAUATUSHdH%(H$1F F9GHHfH=ffH8H8}uH8S9SHm{ HcHADCHH H4AHAŅHcSHHAC A9D9wH `H5H=H H5H=fH=ffHHH|$HwHcUHAH3H}ÅÅfH=ffH8H\$fH=ffHHH5HH$dH3%(yH[]A\A]A^Hl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHH\$0AH HHH{ H5H|$PDH|$PH5DH|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHYHHpdim_>=0data_!=NULLCuVector::SetZerocudaMemsetAsync(data_, 0, dim_*sizeof(Real), cudaStreamPerThread)USHdH%(H$1HH?fH=ffH8H8{H;H8HcSHH;ÅfH=ffH8tH\$fH=ffHHH5HH$dH3%(`H[]fH=ffHH%H NH5H=H OH5H=H|$HwHl$0ARH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHoHUSHHD$ dH%(H$1fH=ffH8-H8=H8*CL 9ɍIʉT$D$ D$$D$(D$,D$0D$4D$8D$= 0j < mat.NumCols()j < mat.NumRows()(Dim() == mat.NumRows() && trans == kNoTrans) || (Dim() == mat.NumCols() && trans == kTrans)AUATUSHdH%(H$1G9AWHHAIfH=ffH8LH8GH8IDMIuKH;LEDA9AEAIЉD$D$ D$D$D$D$VApPQWHT$4H|$(H ÅfH=ffH8YH\$ fH=ffHHH5HH$dH3%(\H[]A\A]H ?H5H=fH=ffHHH|$ HwHl$@AJH HHH} H5H|$`H|$`H5H|$`HH|$`H5H|$`H5H|$`H5Ht$@H|$HH|$`HfH=ffHHI}E9C uAot 9Cu(Apu"x3H SH5H=H VH5H=9C~dKHcHHH HE0;UHcH4xAot9C ~;CHHH HE0H XH5H=H [H5H=CuVectorBase::ApplyPowUSHHHD$ dH%(H$1fH=ffH8IH8Y{H8<CLML 9ɍIʉT$D$ D$$D$(D$,D$0D$4D$8D$<HjHHD$TH$D$D$,HT$HH|$<H ÅfH=ffH8KH\$@fH=ffHHH5HH$dH3%(@H[]fH=ffHHH|$@HwHl$`AH HHH} H5H$H$H5H$HH$H5H$H5H$H5Ht$`H|$HH$HfH=ffHHD$ HHHHHUSHHdH%(H$1fH=ffH8H8{H8DKHD$DL$DL$ HAQLD$EHѾHÅfH=ffH86H\$fH=ffHHH5HH$dH3%("H[]fH=ffHHH|$HwHl$0AWH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHUSHHdH%(H$1fH=ffH8H8{H8DKHD$DL$DL$ HAQLD$EHѾHÅfH=ffH86H\$fH=ffHHH5HH$dH3%("H[]fH=ffHHH|$HwHl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHCuVectorBase::ApplyExpUSHHdH%(H$1fH=ffH8H8{H8K9IHÅfH=ffH86H\$fH=ffHHH5HH$dH3%("H[]fH=ffHHH|$Hw%Hl$0AH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHHHdH%(HD$1uHD$dH3%(uHHD$HHHdH%(HD$1uHD$dH3%(uHHD$HHstatic_cast(origin)+ static_cast(length) <= static_cast(t.Dim())../cudamatrix/cu-vector.hHG ;FwHcHHHOHHH KH5H=HG ;FwHcHHHOHHH KH5H=AVAUATUSHdH%(H$1;V,IHՋF 9G7fH=ffH88H8PH85M4$DkHcHH,A\$fH=ffH8fH=ffHHxAMDHÅfH=ffH8H\$fH=ffHHH5HH$dH3%(H[]A\A]A^H hH5H=H iH5H=fH=ffHHH|$HwfH=ffHHHl$0AoH HHH} H5H|$PH|$PH5H|$PHH|$PH5H|$PH5H|$PH5Ht$0H|$HH|$PHfH=ffHHLHLa(trans == kNoTrans && M.NumCols() == v.dim_ && M.NumRows() == dim_) || (trans == kTrans && M.NumRows() == v.dim_ && M.NumCols() == dim_)cublas_gemv(GetCublasHandle(), (trans==kTrans? CUBLAS_OP_N:CUBLAS_OP_T), M.NumCols(), M.NumRows(), alpha, M.Data(), M.Stride(), v.Data(), 1, beta, data_, 1)&v != thisAWAVAUATUSHID$HIL$dH%(H$1opF 9AuF9GiM9fH=ffH8H8A}H8M}M4$DkL#C D$ [p@@fH=ffH8PfH=ffHHxT$T$\$\$jAWHD$,PjAVAUMLD$HL$<ډH0fH=ffH8H\$ fH=ffHHH5HH$dH3%(H[]A\A]A^A_ËF9AtH H5H=F 9GukH H5H=fH=ffHHVH|$ HwnfH=ffHHHl$@A H HHH} H5H|$`H|$`H5H|$`HH|$`H5H|$`H5H|$`H5Ht$@H|$HH|$`HfH=ffHH5L$LHD$L;(dim_ == v.dim_ && dim_ == r.dim_)this != &v && this != &rCuVectorBase::AddVecVecATUSHD$L$ dH%(H$1G;F3HHI;B!H97H9.fH=ffH8/H8*{H8"DKDA9AEAIL$ M$HMHD$ÅfH=ffH8vH\$ fH=ffHHH5HH$dH3%(tH[]A\H 2H5H=H 3H5H=fH=ffHHH|$ HwHl$@A<H HHH} H5H|$`H|$`H5H|$`HH|$`H5H|$`H5H|$`H5Ht$@H|$HH|$`HfH=ffHHmL$ LHD$HuM.NumCols() == v.dim_ && M.NumRows() == dim_cublas_spmv(GetCublasHandle(), CUBLAS_FILL_MODE_UPPER, Dim(), alpha, M.Data(), v.Data(), 1, beta, data_, 1)AWAVAUATUSHdH%(H$1B;FVHfA~IHfA~;G:H9PfH=ffH8QH8i{H8DL;HmM$$[fH=ffH8+fH=ffHHxDl$Dt$HL$jAWHD$,PjIMھH fH=ffH8H\$ fH=ffHHH5HH$dH3%(H[]A\A]A^A_H H5H=H H5H=fH=ffHHH|$ HwfH=ffHHHl$@A%H HHH} H5H|$`H|$`H5H|$`HH|$`H5H|$`H5H|$`H5Ht$@H|$HH|$`HfH=ffHHJDt$ L$ HLDl$ D$ HHM.NumCols() == N.NumCols()M.NumRows() == N.NumRows()M.NumCols() == N.NumRows()N.NumCols() == M.NumRows()UHAWAVAUATSHIDHHAHE@dH%(HE1fH=ffH8`H8H8]E9HH@DSD9RHH~ K 9\AoqA?DA9EjEEIAAźAE~MsH;HHDKLDDDžDžDHAWASHHH$t$W@DHHH0fH=ffHHHHwH lH5H=H mH5H=I6KL HHDBH`dDhVQ@H`DH/H0H@DLHÅfH=ffH83HfH=ffHHH5HHEdH3%(He[A\A]A^A_]HHpDS A9KHHx 9Ao NMHHDPL8DKLЉDžDžDžDASHHH$DT$AW@DHHH H H5H=H H5H= NM{HHHDHLșЉDžDžDžDASHHH$|$S@DHHH qH0IAH HHI H5HPHPH5HPHHPH5HPH5HPH5LH_HHPHfH=ffHH@EHDHHDLHHHDA9EjEEIAAʼn9DaDIAAĸAA9DG A#HDžDžDžDž HADDs KCHHHDKLDlDpDžtDžx Dž|DžH QHHH $D$RfHxHldim_ == (trans == kNoTrans ? M.NumRows() : M.NumCols())ATUSHHD$HAL$ fH=ffH8t.H8Et[Apt+AouXS Ap#fH=ffHHAoS9u.L$ HDHD$HH[]A\ApH YH5H=L$ DHD$HHHcHHHp == 1.0 || p == 2.0NaN in norm AUATUSHHD$ dH%(H$1fH=ffH8>H8H8;L$ .E„u. 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