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ddd8dddddd%i dddddddd%dddd%dd#dddd-ddLddLddLdddd d!d"d#d$d%d&i d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEd0dFdGi dHdIdJdKdLdMdNdOdPdQdRdSdTdOdUdVdWdXdYdZd[dVd\d]d^d_d`dadbd]dcddded_i dfdgdhdidjdkdldidmd$dnd*dodpdqd(drdsdtd*dudvdwdxdydzd{d|d}d~dddd<i dddd~dd0dddddddddd>ddGddddddddOddVddddddVi dd]dddddddddddddddiddddddddddddxddsddddi ddddzdddd|dd|dddddÐdēdŐdēdƐdǓdȐddɐdʓdːd̓d͐dΓdϐdGdАdOdѐdi dҐdӓdԐdOdՐdVd֐dדdؐdٓdڐdVdېdܓdݐdޓdߐddddddddddddddd"ddi ddddddddddddddddddd dddddddddd	d0d
dddi ddddʓddΓddddʓddddddddddddٓddddܓd dޓd!dd"d#d$d%i d&dd'd(d)d*d+d,d-dd.dd/d0d1dd2d3d4dd5d6d7dd8dd9dd:dd;d<d=di d>d?d@dAdBdCdDd0dEddFddGddHdʓdId>dJdKdLdMdNddOdQdPdQdRdSdTdUdVdXi dWdXdYdZd[d\d]d_d^d_d`dadbdcddd(deddfdgdhdidjdkdldmdnddoddpdqdrdsi dtddudxdvddwddxdydzd{d|d}d~dddddēddddddddddddKddʓi ddddӓddddddדddddddddޓdddddddddddd*ddddi dddd"ddddddqdddddddddddddddd}dddd2ddddi dddddÐdēdŐddƐdǓdȐdɓdʐd˓d̐dӓd͐dΓdϐdOdАddѐddҐdӓdԐdVdՐd֓dאddؐdٓdڐdېddܜdddej                  dffi dd:dd5dd:ddddݓddd d!d"d-d$dd&dLd'dd(d-d*d2d,d#d.dVd/dLd1d_i d3d8d4d%d6dd7d8d9d8d;d	d<dd=dd>dd?dd@ddAddBd%dCddEd-dFd!dHdki dJdLdKd-dMd-dNddOd%dPd-dQd-dRdޓdSdVdUdYdWdVdXdVdZdߓd[d2d\dd]d-d^dqi d`d0dad0dbdLdcd8ddddeddfddgddhddid-djddkddlddmddnd%dod0dpdVi drd2dsdYdtdVdudVdvddwddxd%dyd8dzdd{dd|dd}dd~dLddDdddd)dd_i ddVddLdd_dd,dd2dddddd%dd5ddddddddddddddddi dd8dddd8dddd%dd8ddddLddLdd-ddLddLddLdd-ddLdd-ddIi dd-ddddddddddddddVdd_ddddVdd0dd_ddddVddddVi dddd-ddLddIddddddLddDdddddddddd%dd5ddddddi dd5dd8dِddddd-dܐdgddDdddddddddd%ddddddddddi ddddVddVddޓddLddLddddLdd#ddLdd:dd%ddddddddddi dddddd8dd8dddd-ddkdd:ddLdddd#dd5d
ddddd%dd%ddi ddGdd%ddddddddddLddLddLddkdd!ddgdddd d!did#dd%di d'd d)d(d+dd-dd/dd1dd3d4d5dd7dd9dēd;d<d=dd?ddAdēdCddEddFdi dHdӓdJdKdLddNddPdQdRddTddUddWdXdYdd[dVd\dd^dd`ddbd]dcddded_i dfddhddjddldidmddnd*doddqddrdsdtdduddwddydd{dd}ddd0ddi dddd~dd0ddddddddddddOddOddddddddVddddddVi dd]ddޓdddddddddddddiddddidddd"ddddxdd ddsdd*i dddddddddddddddÐd~dŐddƐdDdȐddɐddːd̓d͐dKdϐddАdOdѐdi dҐddԐddՐdVd֐ddؐddڐdVdېd]dݐd֓dߐdddddddddddddddddd$i dd3dddddd,ddddddddddd dddddddddd	dd
dǓddKi dddd̓ddKddddʓdddddddddd	dddd
ddܓd d֓d!dd"dd$d%i d&dۓd'dd)dd+dd-dd.dd/d0d1dd2dd4dd5d6d7dd8dd9dd:dd;d<d=di d>d<d@dAdBdCdDd0dEddFddGddHdʓdIdKdJdʓdLdMdNddOddPddRdSdTddVdi dWdXdYdd[d֓d]dd^dd`ddbdۓdddgded*dfdgdhdidjdkdldmdnddoddpdqdrdi dtdduddvddwddxdydzd{d|dd~dAddddddddddddddddddi ddddIddddddדddddddddޓddddddٓdddddddd0ddi dddd,ddddddqddddddddddddydddddddd ddddǓi dd!dddÐd"dŐd#dƐdǓdȐdɓdʐd˓d̐dӓd͐ddϐd$dАddѐd%dҐddԐddՐdޓdאd&dؐdٓddېddܜdddej*                  dffi dd dd%dd	dd'dd8ddd d8d"dGd$dLd&d#d'd%d(d#d*dVd,dDd.dVd/d0d1dLi d3d,d4dGd6dd7dd9dd;dd<dGd=d%d>dd?dd@d8dAddBddCdLdEdDdFd-dHdLi dJdLdKdLdMd%dNdLdOddPdIdQd-dRdLdSdLdUdYdWd+dXdVdZdd[d_d\dVd]dd^dLi d`dVdad!dbdLdcd8ddddeddfddgddhddidLdjddkdIdld!dmdDdndDdodLdpdVi drdVdsdVdtd_duddvd%dwd8dxd%dyd%dzdd{d%d|dLd}dgd~dddLdd8ddddVi dddd2ddVddVddVdd8dddd8dddddd%ddddddddddddi dddd%dd(dddddddddd-ddDdd#ddLddDddLddLddLddLddi dddddd8dddd5dd8ddddYdd+ddVddVddLddYdd0ddVddVddYi dd#ddYddDddddddddddIdd5dddddddd8dd%dd8dddd%i dddd%ddddLdېdgdd!dݐdkddddLdd:ddddddddddGddYddVi ddVddYddVddVddDdd!ddLddLddDdd)dddddddddd8ddddi ddGdddddd%ddddLddDdddd!ddDdd!ddGd
ddd8dd%dd8dd%i ddddddddddddddDddLddLddDdddd#dddd d!d*d#d+d%di d'dd)dd+dd-d,d/d-d1d.d3d/d5dd7dd9d0d;d1d=d2d?ddAd3dCd4dEd̓dFdi dHddJd5dLd6dNddPddRd7dTddUddWd8dYd9d[dd\dcd^d:d`d;dbdcdcd<ded=i dfd>dhd?djd?dldTdmd@dnddoddqd drdAdtd2duddwd.dydBd{dd}d0ddēdd1i dd0dd̓dddd4ddddddddCdddddd֓ddDddddddۓddEddi ddcdd:dd;dddd<ddFdd>ddGddddTddޓddddddddAddddHi dd.ddIdddd0dd"ddJdd0dÐddŐd˓dƐdKdȐdLdɐddːdd͐dMdϐddАddѐd֓i dҐdDdԐd֓dՐdd֐dۓdؐdEdڐdۓdېdcdݐd:dߐd;ddNdd<ddFdd>dd3ddddOddPi ddQddddddRddddddddSddTd d0dd"ddUdd8ddd	d˓d
dVddWi ddddddMddXdddd֓ddDddYddddۓddEddZddcd d:d!d;d"d[d$d<i d&dFd'd>d)d\d+d3d-dTd.dPd/d"d1dd2d]d4d^d5dd7dd8d_d9dSd:d6d;d0d=d2i d>dUd@ddBddDd˓dEdVdFdLdGddHdדdId`dJddLddNdޓdOdadPddRddTddVdbi dWddYdcd[dcd]ddd^dNd`d<dbdedddfdedgdfddhdhdjdPdlddnddoddpd^drdi dtdduddvdSdwddxd0dzd"d|dUd~ddddd˓ddVddLddddדdd`ddddi ddޓddaddddddddbddddcddcdddddNdd<ddeddfddgddddhi ddiddgdddddd^ddddddddSdddd0dd"ddUdddddd˓ddVi ddLdddÐdדdŐd`dƐddȐddʐdޓd̐dad͐ddϐddАddѐdbdҐddԐdcdՐdcdאdddؐdjd:dedfdܜdkddej(                  dffi dldmdndodpdqdrdsdtdudvdwdxdodydqdzd{d|d}d~dddddddddddddi ddddddodddddddddd{ddddddddddmddqddqdddd{i ddqddddddddudddddddduddqddwddmdduddqdddd}ddi ddoddddddddddddddddodd{dd{dddÐddĐddŐddƐdǓdȐdi dɐddʐddːdd̐d͓dΐddϐddАddѐddҐdӓdԐddՐdd֐ddאddؐddِddڐdqdېdܓi dݐdmdސddߐdqddddddddoddddddddoddddddddddddi ddddddddddǓddddddddddddӓddddddddӓd dddi ddddddddd	dd
dqddmddddddddddǓddddddddddoi ddddddǓdd͓dddddddd͓d dd!d"d#dd$dd%d&d'dd(dd)dd*d+i d,d-d.dd/dd0dd1d2d3dmd4dd5d&d6dd7dmd8dd9dqd:dmd;dd<dd=d-d>di d?dǓd@dodAddBddCdǓdDddEddFdGdHdIdJddKddLdMdNddOddPddQd"dRdi dSddTd+dUd"dVddWddXdmdYd-dZdd[dd\dmd]d^d_dd`ddadmdbd^dcddddi dedqdfdmdgddhddid-djdkdldmdndqdoddpdqdrdsdtdduddvdqdwdxdyddzdi d{dqd|dmd}dd~dddqdddddd+dd-dddddd+dd-dddddd+dd-i dddddd+ddddqdddddd+ddddddddqddsdd͓ddddddi dddddd-dddddddd-dddddd+dddddddd+ddddddi dd+dd-dddddd+dddddddd+dddddddddd+dddÐddkddej                  dffi dzdœd|dxd~dddddddddmddddƓddxddǓddddœddȓddxddddɓi ddʓddǓddddddddʓdddd˓dd̓ddʓdddd˓dd͓ddʓdddddd{i ddȓddddwddddʓddddƓddddǓddddƓddΓddxddddddddϓi dddddddddÐddĐddŐd-dƐdxdȐddɐddʐd˓dːdȓd̐dГdΐddϐddАddѐdi dҐddԐd˓dՐdd֐dѓdאdғdؐd˓dِddڐdΓdېddݐddސddߐddd-ddΓddsddddi ddӓddxdddd-ddddǓddodd˓dd-dddddddd˓ddǓddddddi dddddd+dddddddd+d d˓dd͓dddd&dd˓dd͓d	dd
dqdd+dd͓i dddd-ddqddϓdddd-dd͓ddԓdddd˓ddxddǓddddddddddi d dd!dqd#dd$dd%dՓd'dqd(dd)dd*dՓd,dqd.dd/dd0d+d1dӓd3d͓d4dd5d+i d6d֓d7d͓d8dd9dd:dɓd;d͓d<dd=dd>dd?dd@ddAd-dBdxdCdǓdDddEd{dFdqi dHdדdJddKddLdqdNddOddPddQdqdRddSddTd+dUd-dVddWddXdmdYd-dZdi d[dd\d+d]d˓d_d͓d`ddad+dbdӓdcdddddedqdfd+dgd͓dhddiddjdxdldxdndΓi doddpdqdrdsdtdduddvdqdwdsdyddzdd{d-d|dd}dd~d-dd-dddddd+i dd-dddddd+dd-dddddd+dd-dddddd+dd-dddddddd+i dddddd-ddqddsdddddd-ddsdddddd-ddsdddddd-ddi dddd+dddddddd+dd-dddddd+dddddddd+ddddddd+d+dddd+ddd؜dkddej                  dffi dldxdndudpdwdrdsdtdqdvdmdxdwdyddzdٓd|dd~dddړddddxddԓddۓddƓi ddddxddܓddddӓddddݓddddddxddۓdd˓ddddʓddГddޓdd{i ddʓddГddޓddddʓddqdd˓ddddߓddddqddddʓddddddddxi ddݓddddsddddݓddddddsdddd˓dddddÐdܓdĐddŐdqdƐdǓdȐdړi dɐddʐddːd͓d̐ddΐddϐddАdxdѐdqdҐdӓdԐd˓dՐdd֐dqdאddؐddِddڐdqdېdqi dݐddސddߐdqdd-dd"ddsddۓdd{ddddxddddޓddddddݓddddi dddddddd-ddxddݓddddddddqdd+ddddddqdd+d dddi ddqdd-ddޓddd	dqd
ddd+dd͓ddqddӓddqdddddd-dd͓ddddi ddddddǓdddd{ddddddd dd!dqd#dd$dqd%dՓd'dd(dd)dqd*d+i d,d-d.dd/dqd0d&d1dd3dd4dqd5dd6dd7dd8dqd9dmd:dɓd;dd<dqd=d-d>di d?dd@ddAddBdǓdCdԓdDdqdEddFdqdHdsdJdqdKddLdMdNddOdqdPddQd"dRdi dSdqdTd&dUd"dVddWdqdXdmdYd-dZdd[dqd\d+d]d˓d_dd`dqdad+dbddcddddqi dedmdfd+dgddhdqdid-djddldxdndqdoddpdqdrdsdtdduddvdqdwdsdydqdzdi d{dqd|dd}dd~ddd-dddddd+dd-dddddd+dd-dddddd+dd-i dddddd+dd-ddqdddddd+ddddddddqddsddqddddddi dddddd-ddsddqdddd-ddsdddd+dd-dddddd+dd-ddddi dd+dddddddd+dddddddd+dddddddddd+dddÐddkddej                  dffi dzdΓd|dxd~dddddГddddxddddddxddxddddœddȓddxddddɓi ddddǓdddd+ddddʓddddғddddГdddddddddddd+ddi ddœddddƓdd+ddddddddГddxddddddddǓddddddddi dddd{dddddÐddĐd+dŐdqdƐdxdȐddɐd+dʐd˓dːdȓd̐dГdΐd+dϐddАdǓdѐdГi dҐd˓dԐd˓dՐd͓d֐dΓdאddؐddِddڐdΓdېddݐd+dސdʓdߐdГdd-ddddxddddi ddddsddddddddddodd{dd-ddddddddddxddddddi ddddddddddddddd d˓dd͓dddddd˓dd͓d	dd
dqdd+ddi dddd-ddqddǓdddd{ddddԓdddd˓ddqddǓddddddddddi d dd!dd#dd$dd%d+d'dd(dd)dd*d+d,dqd.dd/dd0d+d1dd3d͓d4dd5d+i d6dӓd7d͓d8dd9dd:d+d;dd<dd=d-d>dd?dd@ddAd-dBddCdԓdDd͓dEddFdqi dHdxdJddKddLdMdNdxdOddPd+dQddRddSddTddUdqdVddWddXddYd-dZdi d[dГd\dՓd]dӓd_d͓d`ddadՓdbddcddddqdedqdfd+dgddhdqdid-djdxdldxdndi doddpdqdrdsdtdduddvdqdwdsdyddzdd{dqd|dd}dd~ddd-dddddd+i dd-dddddd+dd-dddddd+dd-dddddd+dddddddddd+i ddddddddqddsddddddddsdddddd-dddddddd-ddsi dddddd-dddddddd-dddddd+dd-ddddddddddddd+d-dddd+ddd؜dkddej*                  dffi dldqdndmdpdudrddtddvddxddydudzdd|dǓd~dddddddГddۓddddki ddqddݓddddmddqddۓddddmddqddݓddddmddqddqddddkddi ddqddddmddqddqddddɓddqddqddddkddddqddddqddqddi ddddmddqddddddmddГddݓddddkddГddܓdÐddĐdmdŐddƐddȐdi dɐdmdʐddːdqd̐ddΐdmdϐdsdАdqdѐddҐdɓdԐdƓdՐdqd֐ddאdɓdؐdƓdِdqdڐddېdɓi dݐdƓdސdqdߐdddmddqddddddmddqddݓddddmddqddړddddmddГi ddddddmddƓddddddmddƓddqddddmddsddqddddɓd dɓddqi ddddɓddɓddqd	dd
dɓddɓddqddddmddГddۓddddmddqddݓddi ddmddqddۓddddmddƓddddd dmd!dɓd#dd$dd%dmd'dɓd(dd)dd*dki d,dɓd.dd/dd0dkd1dɓd3dГd4dd5dkd6dɓd7dd8dd9dɓd:dɓd;dГd<dd=dmd>dqi d?dݓd@ddAdmdBdqdCddDddEdmdFdwdHddJddKdmdLdwdNdqdOddPdkdQdƓdRdqi dSddTdkdUdƓdVdqdWddXdkdYdƓdZdqd[dd\dɓd]dƓd_dqd`ddadɓdbdƓdcdqdddi dedɓdfdƓdgdqdhddidɓdjddlddnddodɓdpdƓdrddtddudɓdvdƓdwdqdyddzdɓi d{dƓd|dqd}dd~dɓddƓddqddddɓddƓddqddddɓddƓddqddddɓddƓi ddqddddɓddƓddqddddɓddƓddqddddɓddddddddɓddƓddi ddddɓddƓddqddddɓddƓddqddddɓddɓddqddddɓddɓddqddi ddɓddɓddqddddɓddɓddqddddɓddɓddqddddkddɓddqdÐddddej(                  dffi dzdd|dd~ddddddddddd ddddddddddddddddddi dd	dd
ddddddddddddddddddddddddddddddi ddddddddddddddddddddddddddddddddddi dddddddddÐddĐddŐddƐddȐddɐddʐddːdd̐ddΐddϐddАddѐdi dҐddԐddՐdd֐ddאddؐddِddڐddېddݐddސddߐddddd dd!dd"ddi dd	dd#dd$dddddd%dd&dddddd'dddd(dd)dddd*dd(dd)i dddddddd)dddd+ddd d,dd-dd.dd/dd,dd0d	d.d
d1dd,dd2i dd3dddddd4dd$dddd5dd$dddddddd&dd6dd7dd8dddd6i d dd!d9d#dd$d6d%d:d'd;d(d<d)d6d*dd,d;d.d<d/d=d0d/d1d>d3dd4d=d5di d6d?d7dd8d@d9dAd:d>d;dd<d@d=dd>dBd?dd@dCdAddBdDdCddDd=dEddFd9i dHddJdEdKddLdFdNddOdGdPdHdQdIdRddSdJdTddUd>dVddWdKdXddYd>dZdLi d[dKd\dMd]d>d_dd`dKdadNdbdOdcdLdddKded1dfd>dgddhdKdiddjddldPdndQi doddpdIdrdRdtd6dudAdvdSdwdTdydUdzdVd{d8d|dTd}dUd~dWdd8ddTddXddWi ddYdd<dd.ddWddZdd<dd6ddWddZdd[dd.ddWdd\dd<dd.ddVdd]i dd^dd.ddddIdd_dd`ddaddbdd<dd.ddddZddTddcddddZddTi ddddd/dd]ddeddfdddd]ddgddhdddd]ddiddjddAdd]dd<ddkd/d]d^dldd]dmdnd؜dddej                  dffi dzdod|dpd~dqddrddsddtddudduddvddwddxddyddzddwddxdd{dd|i dddd}dd~dddddd}dd}dddddddd{dddddddd~ddddi dddd~dddddddd~dddddddddddddddduddddwdd{i ddddddwddydÐd{dĐddŐddƐd~dȐd~dɐddʐddːdd̐d}dΐd|dϐddАd{dѐd~i dҐddԐddՐdd֐ddאddؐddِddڐd{dېddݐddސddߐdddddddddddi dddddddddddddddddddd{dd~dddddd~dd~ddddi ddTdd~ddddddddddd d9ddddddddddd	dd
dddDddi ddddddtddddddddddddddddddddjdddd)dddd.i d dAd!dd#dd$djd%dd'dd(dgd)djd*d/d,dd.dgd/dd0d/d1dd3dd4dd5di d6dd7dÓd8dēd9d/d:dœd;dƓd<dǓd=dȓd>dɓd?dʓd@d˓dAdAdBd̓dCd͓dDddEddFdΓi dHdϓdJdГdKdMdLd]dNdѓdOdddPddQdIdRdLdSdғdTdMdUdӓdVddWdԓdXddYdՓdZdi d[dԓd\dMd]d֓d_dדd`dcdadؓdbdٓdcddddړdedMdfdۓdgdʓdhdܓdiddjdݓdldޓdndߓi doddpddrdRdtdduddvddwdTdydcdzdd{d8d|dd}dd~dAddddѓddddAi ddbdd͓ddddddddddړddddddddddddddgddړddddZi dd<ddԓddddddޓddߓdddd]ddddddAddddddړdd/ddZddi ddddNddIddddړdd/ddddgddddddddddddNddIddddi ddddddddddMddIdd͓dÐdddddAdd/ddAddd ddddddddej*                  dffi dzdd|dd~ddddddddddd dddddd dd dddddd	ddddi dddd dd
ddddddddddddddddddddddddddddi dddddddddddddddddddddddddddd ddddddi dddddd dd dÐdrdĐddŐddƐd dȐddɐddʐddːdd̐ddΐddϐddАddѐdi dҐddԐddՐdd֐ddאddؐddِddڐddېddݐddސddߐdddddddddddi dddd ddrdd!dd"dd"dd dddd#dd$dddd%dd&dddd'dd%dd&i dddd(dd%dd&dd$dd)dd%d d&dd$dd(dd%dd*ddd	d+d
d%dd*dd,i dddddddd dd$dd-dddddd.dd/dd*dd,dd0dd%dd*dd,dd1i d d2d!d3d#d,d$d4d%d5d'd6d(d7d)d(d*d5d,d8d.d9d/d:d0d;d1d<d3d=d4d(d5d5i d6d>d7d?d8d+d9d;d:d>d;d@d<dAd=dBd>dCd?dd@dCdAdDdBdEdCd&dDd.dEdFdFdGi dHd=dJd"dKdHdLdGdNdIdOdudPdFdQddRdJdSdudTdFdUdKdVd=dWdLdXdFdYddZd9i d[dLd\dFd]dd_d?d`dLdadFdbdMdcdNdddLdedFdfddgd9dhdAdidOdjd>dlddndCi dodPdpdGdrddtdLdudQdvdGdwd?dydRdzdFd{dGd|d9d}d(d~dFddGddSdd
ddFi dd>dd?dd(ddTdd>ddUddVddPdd>ddWddXddPddYddZdd(ddPdd>i dd[dd\ddPdd>ddSddCddFddGddSdd
ddFddGdd]dd5ddPddGddNi ddLdd^dd_ddWddLddPdd8ddZddLddFdd8ddZdd
ddPdd`ddWdd
dFd8dadbdcd8dZd\d؜iZeeef   edd<   edek(  r=ej                  ej(                  ej*                  fD ]  ZdfD ]  Z eedeg         yy(i  get_meta    N)AnyDict)make_tensor      ?Fc                    |t         j                  j                         }t        j	                  | ||f      }|4|s2t        j                  d|      d}nyt        j	                  | ||f      }|y|j	                  |      }|^| dk(  rd}t        t        ||            S | dk(  rt        t        d|            S | dk(  rt        t        d	|            S t        d
|       y)a  Return triton kernel meta parameters of the specified op and its inputs key.

    Parameters
    ----------
    op (str): The name of an operation that implementation uses meta parameters.
    key (tuple): A tuple of op input parameters, e.g. shapes, etc.
    device_name (optional, str): The name of a device for which op
      parameters are provided.
    version (optional, hashable): Specifies the version of parameters.
    exact (optional, bool): When True, the returned data (if
      available) corresponds exactly to the specified device_name and
      version information. Otherwise, if the corresponding data is not
      available but there exists a data set that is computed for a
      similar GPU device, then this data set will be returned.

    Returns
    -------
    result (dict): The requested mapping of parameter names and
      values, or None when no data is available.
    NNVIDIA A100[^\d]NVIDIA A100-SXM4-80GB
scatter_mm)
GROUP_SIZESPLIT_NTILE_MTILE_N
num_stages	num_warpsbsr_dense_mmGROUP_SIZE_ROWr   r   bsr_dense_addmm)r   r   r   r   znames for op=)
torchcudaget_device_name_operation_device_version_datagetrematchdictzipNotImplementedError)opkeydevice_nameversionexactop_datavaluesnamess           hC:\Users\daisl\Desktop\realtime-object-detection\venv\Lib\site-packages\torch/sparse/_triton_ops_meta.pyr   r      s   * jj002,00"k71KLGu 88'5A1K044b+w5OP[[FE E6*++>!I6RSS$$LfU  "Nre"455#     c                     | ||ft         v r/t         | ||f   j                  |      |k(  ry|t         | ||f   |<   y||it         | ||f<   y)zUpdate the db of op parameters.N)r   r   )r    r"   r#   r!   values        r(   updater,   F   sb    
K!%CC)"k7*BCGGLPUUHM&r;'?@EDG<&r;'?@r)   c            	          t        j                  t              } t        |       }|j	                         }|j                          d}|j                  |      }|j                  d      }|dk(  s|dk(  rt        j                  |  d       yd }|d|t        |      z    }||d }g }	t        t        |      D ]w  }
|	j                  dt        |
      j                  d	d
      z   dz          t        |
   }t        |      D ]  }|	j                  d| d||    d        |	j                  d       y |dj                  |	      z   dz   |z   }||k7  r.t        | d      }|j!                  |       |j                          yy)z6Store the current runtime db state to the module file.z# BEGIN GENERATED DATA
z    # END GENERATED DATA
zR cannot be updated: BEGIN/END GENERATED DATA comment blocks appear to be corruptedNc                 <    | \  }}}t        d |D              }|||fS )Nc              3   j   K   | ]+  }t        |t        j                        rt        |      n| - y wN)
isinstancer   dtypestr).0items     r(   	<genexpr>z)dump.<locals>.sort_key.<locals>.<genexpr>b   s*      
OVt*T5;;7SYTAws   13)tuple)r!   r    r"   r#   s       r(   sort_keyzdump.<locals>.sort_key`   s4    #& K 
OV
 
 K))r)   )r!   z    '"z: {z        z: ,z    },
w)inspectgetfiledumpopenreadclosefindwarningswarnlensortedr   appendreprreplacejoinwrite)current_filefcurrent_contentbegin_data_strbegin_data_indexend_data_indexr9   part1part2	data_partop_keyr%   r!   new_contents                 r(   rA   rA   P   s   ??4(L\AffhOGGI/N&++N;$))*FGN22!5n N N	
 	* D.^1DDEENO,EI7XF$v,"6"6sC"@@5HI08'?CxuBws|nA>? #" G $))I..5=K+%s#			 &r)   c                 F   d }d }t               }	  | |      }||| ||      <   |}
	  | |
      }|t        d       |} ||
      }|||<   	  ||
      }||   }|}d}|
D ]o  }|
|   }t        | |dz         D ]U  }|dk(  r	 |||||
      }||k(  r|
j	                         }|||<    ||      }||v r<	  | |      }|||<   ||k  sP|}|}d}W q |r |||
      }
n|j                         D ch c]+  \  }}t        |t              rt        d||z  z
        dk  r|- }}}||v r|n
t        |      }||   } |||
      }
d||z  z
  dz  }|dk  rt        d|d       t        | ||||      S g }|
D ]  }|
|   }g }t        | |dz         D ]  }|dk(  r	 |||||
      }||k(  r|j                  d       +|
j	                         }|||<    ||      }|j                  |      }|t        |t
              r|j                  d       }||z  dz
  dz  }|j                  |        |j                  t        |      ||f        g }t        |d      D ]n  \  } }}dj!                  |d| D cg c]  }|d c}      }!dj!                  ||d D cg c]  }|d c}      }"|j                  | d|
|    d|! d|" d       p dj!                  |      }|
|||fS # t        $ r}	t        d|d|	 d       d}Y d}	~	d}	~	ww xY w# t        $ r?}	|t        d|d|	 d       i d	dfcY d}	~	S t        d|d|	 d
       |}
|}Y d}	~	"d}	~	ww xY w# t        $ r+}	t        |	      ||<   t        d|d|	 d       Y d}	~	d}	~	ww xY wc c}}w c c}w c c}w )ag  Find a dict of parameters that minimizes the target function using
    the initial dict of parameters and a step function that progresses
    a specified parameter in a dict of parameters.

    Parameters
    ----------
    target_func (callable): a functional with the signature
      ``target_func(parameters: dict) -> float``
    initial_parameters (dict): a set of parameters used as an initial
      value to the minimization process.
    reference_parameters (dict): a set of parameters used as an
      reference value with respect to which the speed up is computed.
    step_func (callable): a functional with the signature
      ``step_func(parameter_name:str, parameter_value:int, direction:int, parameters:dict) -> int``
      that increments or decrements (when ``direction`` is positive or
      negative, respectively) the parameter with given name and value.
      When return value is equal to ``parameter_value``, it means that
      no step along the given direction can be made.

    Returns
    -------
    parameters (dict): a set of parameters that minimizes the target
      function.
    speedup_incr (float): a speedup change given in percentage.
    timing (float): the value of the target function at the parameters.
    sensitivity_message (str): a message containing sensitivity.
      information of parameters around the target function minimizer.
    c                 >     t         fdt               D              S )Nc              3   (   K   | ]	  }|     y wr1    )r5   k
parameterss     r(   r7   z+minimize.<locals>.to_key.<locals>.<genexpr>   s     ?,>qZ],>   )r8   rI   )r_   s   `r(   to_keyzminimize.<locals>.to_key   s    ?F:,>???r)   c                 >    t        t        t        |      |             S r1   )r   r   rI   )r!   r_   s     r(   from_keyzminimize.<locals>.from_key   s    Cz*C011r)   zreference_parameters=z lead to failure: .Nzinitial_parameters=z. Optimization failed!r.   z;. Using reference parameters instead of initial parameters.z9Using initial parameters instead of reference parameters.TF   r   znext_parameters=z. Skipping.gMbP?d   zspeedup_incr=zQ is negative. Rerunning minimize with reference parameters as initial parameters.max_step)reverse|.1f=z (z...z %)z, )r   	Exceptionprintrangecopyr4   itemsr2   floatabsminminimizerJ   r   maxrI   rM   )#target_funcinitial_parametersreference_parameters	step_funcrh   ra   rc   
all_valuesreference_targetmsgr_   initial_targetinitial_keycurrent_keyminimizer_targetminimizer_keynew_minimizernamer+   	direction
next_valuenext_parametersnext_keynext_targetr^   vminimizer_keysspeedup_incrsensitivity	rel_diffsrel_diffsensitivity_message_
left_diffsright_diffss#                                      r(   ru   ru   w   s   @@2 J &';< #3C
6./0#J
*$Z0 IJ)$K,J{
Z(%k2#Dt$E"H9hl;	>&tUIzJ
&",//"3(2%!/2z)"-o">K
 (3
8$!11'2$$,M$(M+ < 0 !-<J
 ',,..DAqa'CA8H4H0H,IE,Q .    +n<#nBU   *-8!-<J 03C CCsJLa$|o%vw  ((%  K""4(	!&y(Q,!?I A~ !*4	:!NJ!U*!((+ &0oo&7O,6OD)%o6H",..":K"*jc.J!((+  +.> > BcIH$$X. "@  ""C	NIt#DE' #* #%&,[$&G"9d XX7@(7KL7K8~&7KL
 "hh7@7KL7K8~&7KL $**fAj./r*SSQ 'H #')),?"@|-=?RRRs 5   &%''9#a@A   *#('));C5@VWXr4<"!##5cU:uv	
 *
)*J ! +.s8Jx(-_..@[QR^ M Msd   K& L 7M40N5N
N
&	L/L		L	MM2M8MM	N% NNc                 6   |dk  r|dk\  sJ d       ||d   z  dk(  sJ ||d   z  dk(  sJ | ||d   z  ||d   z  ft        | dk(        d  }t        j                  t        j                  |d|z
  ||            }t        d|z
  |z  |z  |d   |d   z  z        }	|j	                         j                         }
|
j                  d   }||	kD  r2t        j                  |      d ||	z
   }d|j	                         |
|   <   nd||	k  r_|dk(  j	                         j                         }t        j                  |j                  d         d |	|z
   }d|j	                         ||   <   t        j                  ||d   d      }t        j                  ||d   d	      }|S )
Ng      ?g        z*sparsity should be a value between 0 and 1r   re   r3   device)dimr.   )	intr   	bernoullifullflattennonzeroshaperandpermrepeat_interleave)BMN	blocksizesparsityr3   r   r   Aexpected_nnznonzero_indices
actual_nnzselected_nonzeroszero_indicesselected_zeross                  r(   create_blocked_tensorr     s   CHO434+y|q   y|q   Yq\!1	!#45c!q&kmDE

5!h,eFSTAH)A-1	!1LMNLiik))+O &&q)JL !NN:67Rl9RS:;		O$567	l	"Q'')113(:(:1(=>'lZ'
 56		L019Q<R8A9Q<R8AHr)   r   c	                    dd l ddlmm | ||||f}	d|f}
t        j
                  j                         t        ddd|dz  dd      }t        d|	|
d      }|t        d	|	dd
fd      }||}n|sy t        d| ||||||f       t	        j                  d       t        d| |||f||      j                  ||f      }t        |||      }||ffd	}| ||||ffd	}t        ||||      \  }}}||ur|k(  r|sy t        dd|dd|dd       |dk  ry t        j
                  j                         t        d|
|	t!        fdt#              D                     y )Nr   )bsr_scatter_mmbsr_scatter_mm_indices_datare      )r   r   r   r   r   r   r   T)r"   r#   r$   r   r   z.m, k, n, bm, bk, initial_meta, reference_meta=r   c                 t     fddi| fd}j                   j                  |ddd      }|S )Nindices_formatbsr_strided_mm_compressedc                              S )N)indices_datar]   )bsrr   denser   s   r(   	test_funcz5optimize_scatter_mm.<locals>.bench.<locals>.test_funcb  s    !#u<HHr)     rf   Fwarmuprep
fast_flushtestingdo_bench)	metar   r   r   ms_minr   r   r   tritons	    ``  @r(   benchz"optimize_scatter_mm.<locals>.bench]  sS    2
'B
FJ
	I ((csu ) 
 r)   c	                    | dv }	t        dddddd      |    }
t        ||d   z  |||d   z        j                  |       }t        dddddd      |    }|	r|d	kD  r|||z  z  n||t        |      z  z  }n|||z  z   }|
t        ||
      }|t	        ||      }| dk(  r
||z  d	k7  r|S | ||||||ft
        j                  d
ddddddft
        j                  d
ddddddft
        j                  d
ddddddft
        j                  d
ddddddft
        j                  d
ddddddfhv rt        j                  d      |S |S )N>   r   r   r   r   re   r   )r   r   r   r   r   r   r   r   )r   r   r      r   r          @         r	   )	r   r   rs   rv   rt   r   float32r   r   )r   r+   r   r   mnr^   bmbkis_log	min_value	max_value
value_stepr   r"   r3   s                 r(   step_meta_parameterz0optimize_scatter_mm.<locals>.step_meta_parameterk  s   
 EEbqQST

	 h'1Y;O

#d) 	 aQ1QR


  q= 
I--zS^;<  i!77J Z3J Z3J9Z1!4L4Q1b"5]]KS#sBC]]KS#sBC]]KS#sBC]]KS#sCE]]KS#sCE:
 
 hh*K8DLr)   meta=	 speedup=rk   
 % timing=.3f msc              3   (   K   | ]	  }|     y wr1   r]   r5   r^   r   s     r(   r7   z&optimize_scatter_mm.<locals>.<genexpr>  s     6U1tAwr`   )r   torch.sparse._triton_opsr   r   r   r   r   r   r   rn   manual_seedr   to_sparse_bsrr   ru   r,   r8   rI   )r   r^   r   r   r   r3   r   r   forcer!   r#   reference_metainitial_metar   r   r   r   speeduptimingr   r   r   r"   r   r   s        `              @@@@@r(   optimize_scatter_mmr   0  s    TaB
C%"G**,,.KRN c{G4L #sO
 )L	;Q1b"lN:<
=>	a
	1a"b8UFmRH  1E&9E5  =>aBSU &P 2:|^-@2.D'6. >)ld.B5	UTG:WcN+fc]#
67{**,,.K
k7C6Ut6U1Ur)   c	                    dd l ddlm | ||||f}	d||f}
t        ddd      }t	        d|	|
d      }|t	        d|	d|d	fd      }||}n|sy t        d
| |||||f       t        j                  d       t        d| |||f|||      j                  ||f      }t        ||||      }||ffd	}| ||||fd}t        ||||d      \  }}}||ur|k(  r|sy t        dd|dd|dd       |dk  ry t        j                  j                         }t        d||
|	t        fdt!              D                     y )Nr   )r   re      r   r   Tr#   r$   r   zm, k, n, bm, bk, initial_meta=r   c                 \      fd}j                   j                  |ddd      }|S )Nc                              S )N)r   r]   )r   r   r   r   s   r(   r   z7optimize_bsr_dense_mm.<locals>.bench.<locals>.test_func  s    U66r)   r   rf   Fr   r   )r   r   r   r   r   r   r   s   ```  r(   r   z$optimize_bsr_dense_mm.<locals>.bench  s3    	7 ((csu ) 
 r)   c	                 *   | dv }	t        ddd      |    }
t               j                  |       }||fdk(  r| dk(  rd}t        ddd      |    }|	r|dkD  r|||z  z  n||t        |      z  z  }n|||z  z   }|
t        ||
      }|t	        ||      }|S )N>   r   re   )r   r   r   r   r   r   r   r   )r   r   rs   rv   rt   r   r+   r   r   r   r   r^   r   r   r   r   r   r   r   s                 r(   r   z2optimize_bsr_dense_mm.<locals>.step_meta_parameter  s     &11EdK	FJJt$	8z!dl&: IA!AFtL
 q= 
I--zS^;<  i!77J Z3J Z3Jr)   rg   r   r   rk   r   r   r   c              3   (   K   | ]	  }|     y wr1   r]   r   s     r(   r7   z(optimize_bsr_dense_mm.<locals>.<genexpr>  s     8W,Qa,r`   )r   r   r   r   r   rn   r   r   r   r   r   ru   r   r   r,   r8   rI   )r   r^   r   r   r   r3   r   r   r   r!   r#   r   r   r   r   r   r   r   r   r   r"   r   r   r   s                        @@@r(   optimize_bsr_dense_mmr     s    5aB
C%"GqAFNNCMLC!UC
 )L	+Q1b"l*,
-.	a
	1a"b8UFmRH  1E&9E5  =>aBSU 6 2:|^-@12.D'6. >)ld.B5	UTG:WcN+fc]#
67{**,,.K
Wc58W&QU,8W3Wr)   re   c                    dd l ddlm | ||||dk(  dk(  dk(  f}d||	f}t        dddt	        ||z  d            }t        d||d      }|t        d|d|d	fd      }||}n|
sy t        d
||f       t        j                  d       t        d| |||f|	||      j                  ||f      }t        ||||      }t        | |||      ||ffd	}| ||||fd}t        ||||d      \  }}}||ur|k(  r|
sy t        d| d|dd|dd       |dk  ry t        j                  j                         }t        d|||t!        fdt#              D                     y )Nr   )r   re   r   )r   r   r   r   r   Tr   r   zkey, initial_meta=r   c                 b      fd}	j                   j                  |ddd      }|S )Nc                               S )N)betaalphar   r]   )r   r   r   r   r   inputr   s   r(   r   z:optimize_bsr_dense_addmm.<locals>.bench.<locals>.test_func"  s    "5#u4uSWXXr)   r   rf   Fr   r   )
r   r   r   r   r   r   r   r   r   r   s
   ```  r(   r   z'optimize_bsr_dense_addmm.<locals>.bench!  s:    	Y 	Y ((csu ) 
 r)   c	                 N   | dv }	t        dddd      |    }
t        t        ||z  d            j                  |       }t        dddd      |    }|	r|dkD  r|||z  z  n||t        |      z  z  }n|||z  z   }|
t        ||
      }|t	        ||      }| dk(  r
||z  dk7  r|S |S )N>   r   r   re   )r   r   r   r   )r   r   r   r   )r   rv   r   rs   rt   r   s                 r(   r   z5optimize_bsr_dense_addmm.<locals>.step_meta_parameter+  s     11aAaPQUV	Q"Wa155d;	!qQqQRVW
 q= 
I--zS^;<  i!77J Z3J Z3J9Z1!4Lr)   rg   z-> z
, speedup=rk   z %, timing=r   r   c              3   (   K   | ]	  }|     y wr1   r]   r   s     r(   r7   z+optimize_bsr_dense_addmm.<locals>.<genexpr>T  s     ,|!d1g|r`   )r   r   r   r   rv   r   rn   r   r   r   r   r   ru   r   r   r,   r8   rI   )r   r^   r   r   r   r   r   r3   r   r   r   r!   r#   r   r   r   r   r   r   r   r   r   r"   r   r   r   r   s        ``                @@@@r(   optimize_bsr_dense_addmmr     s    8aBDAItqy%1*
=C%"GQ!Sb!_N -sG4PLsQsO4
 )L	S, 
!"	a
	1a"b8UFmRH  1E&9E1E&9E5   =>aBSU 0 2:|^-@12.D'6. >)ld.B5	C#$KwnLS
IJ{**,,.K
,vd|,,r)   r   c                     dd l }g d}|d d D cg c]  }||f }}g d}g dd d }|D ]  }	t        d ||	f       	 |j                  |||      D ]a  \  \  }
}}\  }} dk(  rt        |
||||||	|	       & d
k(  rt	        |
||||||	|	       ? dk(  rt        |
||||||	|	       Xt                 t                y c c}w # t        $ r Y  t        $ r}t                 d }~ww xY w)Nr   )
r   r                 @           ))r   r   )r   r   )r   r   r   )r   ffffff?333333?re   zop, dtype, sparsity=r   )r   r   r3   r   r   )	itertoolsrn   productr   r   r   r   KeyboardInterruptrm   rA   r   r   r   r   r   r   rJ   r8   rI   next	enumeraters   r   r   r,   )r    r   r3   r  	sizes_lstsz
shapes_lstblocksize_lstsparsity_lstr   r   Kr   BMBKr}   meta_lstr!   r   r   r   index	speeddiffr"   r   	sparsity1s   `                       @@r(   mainr  X  s7   OI%.s^4^r2r(^J4>M"2A&L %UH$&'(	'0'8'8I}(#A8B %'1aRuxu >))1aRuxu ,,,1aRuxu .b11!( !2 	F= 5. ! 	 	F	s$   CA7C	C/C/C**C/r   r
   )r   r   r   r   r   FFF)r   re   re   r   )r   r   r   r   r   FFT)re   re   re   r   )r   r   r   r   r   FTF)re   re      r   )r   r   r   r   r   FTT)re   re   re      )r   r   r   r   r   TFF)r   re   re   r  )r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   r   re   r  )r   r   r   r   r   FFT)re   r   r   r   )r   r   r   r   r   FTF)re   re   r   r   )r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   re   r   )r   r   r   r   r   FFF)re   r   r   r   )r   r   r   r   r   FFT)re   r   re   r   )r   r   r   r   r   FTF)r   r   r   r   r   FTT)re   r   re   r  )r   r   r   r   r   TFF)re   r   re   re   )r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   re   r   r   )r   r   r   r   r   FFT)r   r   r   r   r   FTF)re   re   re   r   )r   r   r   r   r   FTT)re   re   re   re   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   re   r   )r   r   r   r   r   FFT)r   r   r   r   r   FTF)re   re   r   r  )r   r   r   r   r   FTT)re   r   re   re   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)re   r   re   r   )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   r   r  r  )r   r   r   r   r   FFT)re   r   re   r   )r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)re   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)re   r   r   r   )r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)re   r   r   r   )r   r   r   r   r   FTT)r   r   r   r   r   TFF)re   r   r   r  )r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r  r   re   r   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   re   r  r   )r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   re   re   r   )r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r  re   r   r   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)re   re   r   re   )r   r   r   r   r   FTT)r   re   r   r   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   re   r  r   )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   )r   r   r   r   r   FFF)r   r   re   r  )r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   re   r  r  )r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   re   re   re   )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   re   r   )r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r  r   r   r   )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r  r   re   r  )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)re   r   r   re   )r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)re   re   re   r   )r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   re   re   r   )r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)re   re   r   r   )r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   re   r  r   )r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   re   r   r   )r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FFF)r   r   r   r   r   FFT)r   r   r   r   r   FTF)r   r   r   r   r   FTT)r   r   r   r   r   TFF)r   r   r   r   r   TFT)r   r   r   r   r   FTT)r   r     r   )r   r   r   r   r   FTT)re   r  r  r   )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)re   r   r  re   )r   r   r   r   r   FTT)r   r  r  r   )r   r   r   r   r   FTT)re   r  r   r   )r   r   r   r   r   FTT)re   r   r   r  )r   r   r   r   r   FTT)re   r   r   r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r  r   r  )r   r   r   r   r   FTT)re   r   r  re   )r   r   r   r   r   FTT)re   r   r  re   )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)re   r   re   r   )r   r   r   r   r   FTT)   r   r  r   )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)re   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)re   r   re   r   )r   r   r   r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)re   r   re   r   )r   r   r   r   r   FTT)   r   re   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)re   r   r  r   )r   r   r  r   r   FTT)re   r   re   r   )r   r   r  r   r   FTT)r  r   re   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)re   r   r  r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)re   r  r   re   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r   re   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r   r   )r   r   r   r   r   FTT)r   r  r  r   )r   r   r   r   r   FTT)re   r  r   r  )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r  r   re   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r   r   r  r   r   FTT)r   r   r   r   )r   r   r  r   r   FTT)r   r   re   r   )r   r   r  r   r   FTT)re   r   r  re   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r   r   r   r   )r   r   r  r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r   r   )r   r   r   r   r   FTT)re   r  r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r  r   r   )r   r   r   r   r   FTT)r   r  r  r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   re   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r  r   r  r   )r   r   r  r   r   FTT)r   r   r   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)	   r   r  r   )r   r   r  r   r   FTT)re   r   r  r   )r   r   r  r   r   FTT)r   r   r   r   )r   r   r  r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r  r   r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r   r  )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)re   r  r  r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r  r  r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r  re   r   )r   r   r   r   r   FTT)r  r  r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)r  r   r   r  )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r  r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)re   r   r   r   )r   r   r   r   r   FTT)r   r   r  r   r   FTT)r  r   r   r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r   r   r  r   r   FTT)r   r   r  r   r   FTT)r  r   r   r   )r   r   r  r   r   FTT)r  r   r  r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)re   r   re   r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)re   r   r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r  r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r  r  r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r   r   )r   r   r   r   r   FTT)r  r   r   r  )r   r   r   r   r   FTT)r  r   r  r   )r   r   r   r   r   FTT)r   r   r  r   r   FTT)r  r   r   r   )r   r   r  r   r   FTT)r   r   r   r  )r   r   r  r   r   FTT)r  r   r  r   )r   r   r  r   r   FTT)r   r   r  r   r   FTT)r  r   r   r   )r   r   r  r   r   FTT)r   r   r  r  )r   r   r  r   r   FTT)re   r   r  r   )r   r   r  r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)re   r   r  r   )r   r   r   r   r   FTT)r  r   r  r  )r   r   r   r   r   FTT)r  r   re   r   )r   r   r   r   r   FTT)r   r   r  r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r  r   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r  r   r  )r   r   r   r   r   FTT)r   r  r   r   )r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   )r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r  )r   r   r   r   r   FTT)r   r   r  r  )r   r   r   r   r   FTT)r   r   re   r   )r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r   r   r   r   r   FTT)r  r   r   r   )r   r   r   r   r   FTT)r   r   r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  r   r   r   re   r   )r  re   r   r   re   r   )r   r   r   r   re   r   )r   r   r   r   re   r   )r   r   r   r   re   r  )r  r   r   r   re   r   )r   r  r   r   re   r  )r   r  r   r   re   r  )r   r   r   r   re   r   )r   r  r   r   re   r   )r   r  r   r   re   r   )r   r   r   r   r  r   )r   r   r   r   re   r   )r  r   r   r   re   r   )r  r   r   r   re   r   )r   r   r   r   r  r   )re   r   r   r   r  r   )r   r   r   r   r  r   )r   r   r   r   re   r   )r  r   r   r   re   r   )r   r  r   r   r   r   )r   r   r   r   r  r   )r  r   r   r   r  r   )r  r  r   r   r   r   )r  r   r   r   re   r   )r   re   r   r   r   r   )r   r   r   r   re   r  )r   r   r   r   r  r  )r   r   r   r   re   r  )r   r  r   r   re   r   )re   r  r   r   re   r   )r   r   r   r   r  r   )r  r   r   r   re   r   )r   r  r   r   r  r   )r   r  r   r   r  r   )r   r   r   r   r  r   )r   r   r   r   re   r   )r  r   r   r   r  r   )r  r   r   r   r  r   )r  r   r   r   re   r   )r  r   r   r   re   r   )re   r   r   r   re   r   )r  r   r   r   r  r   )r  re   r   r   r   r   )r   re   r   r   r  r   )r   re   r   r   r  r   )r  re   r   r   r   r   )r  r  r   r   re   r   )r   r   r   r   r   r   )r   re   r   r   r  r   )r   r   r   r   re   r   )r   r  r   r   re   r   )r   r   r   r   re   r   )r  r  r   r   r  r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r  r   r   r   r  r   )r   re   r   r   re   r  )r   r   r   r   r  r   )r   r   r   r   r   r   )r   r   r   r   r  r   )r  re   r   r   re   r   )r  re   r   r   r  r   )r  re   r   r   re   r   )r  re   r   r   re   r   )r  r   r   r   r   r   )r  re   r   r   r  r   )re   re   r   r   re   r   )re   r   r   r   r   r   )r   r   r   r   r  r  )r   r   r   r   re   r   )r   r  r   r   re   r   )r   r  r   r   r  r   )r   r   r   r   re   r  )r   r  r   r   r  r   )r  r   r   r   re   r   )r  r   r   r   r   r   )r  r   r   r   r   r   )r   r   r   r   r  r  )r   r  r   r   r  r   )r  r  r   r   r  r   )r  r   r   r   r  r   )r  r   r   r   re   r   )r  r   r   r   r  r   )r  r   r   r   re   r   )r   r   r   r   r   r   )r  r  r   r   r   r   )r  r   r   r   r  r   )r   r   r   r   r   r   )r   r   r   r   r  r   )r  r   r   r   r   r   )re   r   r   r   re   r   )re   r   r   r   r  r   )r  r   r   r   re   r   )r  r   r   r   re   r   )r  r   r   r   r  r   )re   r  r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r  r   r   r   re   re   )r   r   r   r   r   )r   r   r   r   re   re   )r   r   r   r   r   )r   r   r   r   r   )re   re   r   r   re   r  )re   r   r   r   re   re   )re   re   r   r   re   r   )re   r   r   r   re   re   )re   r   r   r   re   r   )r   re   r   r   re   r   )r  re   r   r   re   r   )re   r   r   r   re   r   )r   re   r   r   re   r   )re   r   r   r   re   r   )r   r   r   r   re   re   )re   re   r   r   re   r   )r  r   r   r   re   re   )re   r   r   r   re   r   )re   r   r   r   re   re   )re   r  r   r   re   r   )re   re   r   r   re   r   )re   r   r   r   re   r   )r   r   r   r   re   re   )re   r   r   r   re   r   )re   r   r   r   re   re   )re   r   r   r   re   r   )r   re   r   r   re   r  )re   r   r   r   re   re   )r  re   r   r   re   r  )r  r   r   r   re   r   )re   r   r   r   re   r   )re   r  r   r   re   re   )re   r  r   r   re   r   )re   r   r   r   re   r   )re   r   r   r   re   r   )re   r   r   r   re   r   )re   r   r   r   re   r   )r   r   r   r   re   re   )re   r   r   r   re   re   )r   r   r   r   re   r  )r   re   r   r   re   r   )r   r   r   r   re   r   )re   r   r   r   re   re   )r   re   r   r   re   r   )re   r   r   r   re   r   )r   r  r   r   re   r   )re   r  r   r   re   r   )r   r   r   r   r  re   )r   r   r   r   re   r  )r   r   r   r   re   r   )r  r   r   r   re   re   )r  r   r   r   re   re   )r   r   r   r   re   r   )r  r   r   r   re   re   )r   r   r   r   re   re   )r   r   r   r   re   r   )re   r   r   r   re   re   )r   r  r   r   re   r   )r   r  r   r   re   r   )r   r   r   r   re   re   )r   r  r   r   re   re   )re   r   r   r   re   r   )re   r  r   r   re   re   )re   r  r   r   re   r   )r  re   r   r   re   r   )re   r   r   r   re   r  )r   r   r   r   re   r   )re   r   r   r   re   r   )r   r  r   r   r  re   )r   r   r   r   re   re   )re   r  r   r   r  re   )re   r   r   r   re   re   )re   r   r   r   r  re   )r  r   r   r   re   r   )r   r   r   r   re   r   )r   re   r   r   re   re   )r   re   r   r   re   r   )r  re   r   r   re   re   )r  r   r   r   re   r   )r   r   r   r   r  re   )re   r   r   r   r  re   )r  r  r   r   r  re   )r   r   r   r   re   r   )re   r   r   r   re   r   )r  r   r   r   r  re   )r   r   r   r   re   r   )r  re   r   r   re   r   )r  r   r   r   re   r   )r  re   r   r   re   r   )r   r  r   r   re   re   )re   r   r   r   re   r   )r  r   r   r   re   r   )re   r   r   r   re   r  )r   r   r   r   re   r   )r   r  r   r   r  re   )r  r   r   r   re   re   )re   r   r   r   re   re   )r   r   r   r   re   r   )r  re   r   r   re   r   )re   r   r   r   r  re   r   __main__)r   r   r   )r    r   r3   )r   )__all__r?   r   rF   typingr   r   r   torch.testingr   float16r   r,   rA   ru   r   r   r   r   r  bfloat16r   r   __annotations____name__r3   r    r]   r)   r(   <module>r/     s$   :,  	    % #'EMM30Gu 76tP$P PQ]S@4 !==#Uof !==#UPr 


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qL@ 	8AqLB 	6}CqLD 	6}EqLF 	6}GqLH 	8IqLJ 	6~KqLL 	6~MqLN 	6~OqLP 	8QqLR 	7SqLT 	7UqLV 	7WqLX 	9/YqLZ 	7[qL\ 	7]qL^ 	7_qL` 	9/aqLb 	7cqLd 	7eqLf 	7gqLh 	9/iqLj 	8kqLl 	8mqLn 	8oqLp 	:;KqqLr 	5lsqLt 	5luqLv 	5lwqLx 	7yqLz 	5l{qL| 	5l}qL~ 	5lqL@ 	7AqLB 	6|CqLD 	6}EqLF 	6}GqLH 	8IqLJ 	6}KqLL 	6}MqLN 	6}OqLP 	8QqLR 	6}SqLT 	6}UqLV 	6}WqLX 	8YqLZ 	6~[qL\ 	6~]qL^ 	6~_qL` 	8aqLb 	7cqLd 	7eqLf 	7gqLh 	9/iqLj 	7kqLl 	7mqLn 	7oqLp 	9/qqLr 	7sqLt 	7uqLv 	7wqLx 	9/yqLz 	8{qL| 	8}qL~ 	8qL@ 	:;KAqLB 	5lCqLD 	5lEqLF 	5lGqLH 	7IqLJ 	5lKqLL 	5lMqLN 	5lOqLP 	7QqLR 	6|SqLT 	6}UqLV 	6}WqLX 	8YqLZ 	6|[qL\ 	6}]qL^ 	6}_qL` 	8aqLb 	6}cqLd 	6}eqLf 	6}gqLh 	8iqLj 	6~kqLl 	6~mqLn 	6~oqLp 	8qqLr 	7sqLt 	7uqLv 	7wqLx 	9/yqLz 	7{qL| 	7}qL~ 	7qL@ 	9/AqLB 	7CqLD 	7EqLF 	7GqLH 	9/IqLJ 	8KqLL 	8MqLN 	8OqLP 	:;KQqLR 	7SqLT 	7UqLV 	7WqLX 	9-YqLZ 	7[qL\ 	7]qL^ 	7_qL` 	9-aqLb 	8cqLd 	8eqLf 	8gqLh 	:=iqLj 	8kqLl 	8mqLn 	8oqLp 	:>qqLr 	8sqLt 	8uqLv 	8wqLx 	:>yqLz 	8{qL| 	8}qL~ 	8qL@ 	:>AqLB 	9-CqLD 	9.EqLF 	9.GqLH 	;OIqLJ 	9.KqLL 	9.MqLN 	9.OqLP 	;OQqLR 	9.SqLT 	9/UqLV 	9/WqLX 	;OYqLZ 	:?[qL\ <K;J=MaqLd ,q%..#.FG aJiaJiaJ 	iaJ 	i	aJ
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 	 YI 	 YI 	 YI 	"9YI 	!)YI 	!)YI 	!)YI 	#IYI 	!)YI 	!)YI 	!)YI  	#I!YI" 	!)#YI$ 	!)%YI& 	!)'YI( 	#I)YI* 	!)+YI, 	!)-YI. 	!)/YI0 	#I1YI2 	"93YI4 	"95YI6 	"97YI8 	$Y9YI: 	"9;YI< 	"9=YI> 	"9?YI@ 	$YAYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	 SYIT 	 UYIV 	 WYIX 	"9YYIZ 	 [YI\ 	 ]YI^ 	 _YI` 	"9aYIb 	!)cYId 	!)eYIf 	!)gYIh 	#IiYIj 	!)kYIl 	!)mYIn 	!)oYIp 	#IqYIr 	!)sYIt 	!)uYIv 	!)wYIx 	#IyYIz 	!){YI| 	!)}YI~ 	!)YI@ 	#IAYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	"9KYIL 	"9MYIN 	"9OYIP 	$YQYIR 	"9SYIT 	"9UYIV 	"9WYIX 	$YYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	"9cYId 	"9eYIf 	"9gYIh 	$YiYIj 	"9kYIl 	"9mYIn 	"9oYIp 	$YqYIr 	#IsYIt 	#IuYIv 	#IwYIx 	%iyYIz 	#I{YI| 	#I}YI~ 	#IYI@ 	%iAYIB 	#ICYID 	#IEYIF 	#IGYIH 	%iIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	$YSYIT 	$YUYIV 	$YWYIX 	&yYYIZ 	$Y[YI\ 	$Y]YI^ 	$Y_YI` 	&yaYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	%ikYIl 	%imYIn 	%ioYIp 	'	qYIr 	"9sYIt 	"9uYIv 	"9wYIx 	$YyYIz 	"9{YI| 	"9}YI~ 	"9YI@ 	$YAYIB 	#ICYID 	#IEYIF 	#IGYIH 	%iIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	#ISYIT 	#IUYIV 	#IWYIX 	%iYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	$YkYIl 	$YmYIn 	$YoYIp 	&yqYIr 	$YsYIt 	$YuYIv 	$YwYIx 	&yyYIz 	%i{YI| 	%i}YI~ 	%iYI@ 	'	AYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	"9KYIL 	"9MYIN 	"9OYIP 	$YQYIR 	#ISYIT 	#IUYIV 	#IWYIX 	%iYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	#IcYId 	#IeYIf 	#IgYIh 	%iiYIj 	#IkYIl 	#ImYIn 	#IoYIp 	%iqYIr 	$YsYIt 	$YuYIv 	$YwYIx 	&yyYIz 	$Y{YI| 	$Y}YI~ 	$YYI@ 	&yAYIB 	$YCYID 	$YEYIF 	$YGYIH 	&yIYIJ 	%iKYIL 	%iMYIN 	%iOYIP 	'	QYIR 	"9SYIT 	"9UYIV 	"9WYIX 	$YYYIZ 	"9[YI\ 	"9]YI^ 	"9_YI` 	$YaYIb 	#IcYId 	#IeYIf 	#IgYIh 	%iiYIj 	#IkYIl 	#ImYIn 	#IoYIp 	%iqYIr 	#IsYIt 	#IuYIv 	#IwYIx 	%iyYIz 	#I{YI| 	#I}YI~ 	#IYI@ 	%iAYIB 	$YCYID 	$YEYIF 	$YGYIH 	&yIYIJ 	$YKYIL 	$YMYIN 	$YOYIP 	&yQYIR 	$YSYIT 	$YUYIV 	$YWYIX 	&yYYIZ 	%i[YI\ 	%i]YI^ 	%i_YI` 	'	aYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	$YkYIl 	$YmYIn 	$YoYIp 	&yqYIr 	%isYIt 	%iuYIv 	%iwYIx 	'	yYIz 	%i{YI| 	%i}YI~ 	%iYI@ 	'	AYIB 	%iCYID 	%iEYIF 	%iGYIH 	'	IYIJ 	%iKYIL 	%iMYIN 	%iOYIP 	'	QYIR 	&ySYIT 	&yUYIV 	&yWYIX 	(YYIZ 	&y[YI\ 	&y]YI^ 	&y_YI` 	(aYIb (1'0'0)2(1(1(1*3qYIt ,q%--.EF aIiaIiaI 	iaI 	i	aI
 	iaI 	iaI 	iaI 	iaI 	 aI 	 aI 	 aI 	"9aI 	 aI 	 aI 	 aI  	"9!aI" 	!)#aI$ 	!)%aI& 	!)'aI( 	#I)aI* 	!)+aI, 	!)-aI. 	!)/aI0 	#I1aI2 	!)3aI4 	!)5aI6 	!)7aI8 	#I9aI: 	!);aI< 	!)=aI> 	!)?aI@ 	#IAaIB 	"9CaID 	"9EaIF 	"9GaIH 	$YIaIJ 	"9KaIL 	"9MaIN 	"9OaIP 	$YQaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$YYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%iaaIb 	 caId 	 eaIf 	 gaIh 	"9iaIj 	 kaIl 	 maIn 	 oaIp 	"9qaIr 	!)saIt 	!)uaIv 	!)waIx 	#IyaIz 	!){aI| 	!)}aI~ 	!)aI@ 	#IAaIB 	!)CaID 	!)EaIF 	!)GaIH 	#IIaIJ 	!)KaIL 	!)MaIN 	!)OaIP 	#IQaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$YYaIZ 	"9[aI\ 	"9]aI^ 	"9_aI` 	$YaaIb 	"9caId 	"9eaIf 	"9gaIh 	$YiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%iqaIr 	"9saIt 	"9uaIv 	"9waIx 	$YyaIz 	"9{aI| 	"9}aI~ 	"9aI@ 	$ZAaIB 	#ICaID 	#IEaIF 	#IGaIH 	%iIaIJ 	#IKaIL 	#IMaIN 	#IOaIP 	%jQaIR 	#ISaIT 	#IUaIV 	#IWaIX 	%iYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%iaaIb 	$YcaId 	$YeaIf 	$YgaIh 	&yiaIj 	$YkaIl 	$YmaIn 	$YoaIp 	&yqaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&yyaIz 	%i{aI| 	%i}aI~ 	%iaI@ 	'	AaIB 	"9CaID 	"9EaIF 	"9GaIH 	$YIaIJ 	"9KaIL 	"9MaIN 	"9OaIP 	$ZQaIR 	#ISaIT 	#IUaIV 	#IWaIX 	%iYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%jaaIb 	#IcaId 	#IeaIf 	#IgaIh 	%iiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%iqaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&yyaIz 	$Y{aI| 	$Y}aI~ 	$YaI@ 	&yAaIB 	$YCaID 	$YEaIF 	$YGaIH 	&yIaIJ 	%iKaIL 	%iMaIN 	%iOaIP 	'	QaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$ZYaIZ 	"9[aI\ 	"9]aI^ 	"9_aI` 	$YaaIb 	#IcaId 	#IeaIf 	#IgaIh 	%iiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%iqaIr 	#IsaIt 	#IuaIv 	#IwaIx 	%iyaIz 	#I{aI| 	#I}aI~ 	#IaI@ 	%iAaIB 	$YCaID 	$YEaIF 	$YGaIH 	&yIaIJ 	$YKaIL 	$YMaIN 	$YOaIP 	&yQaIR 	$YSaIT 	$YUaIV 	$YWaIX 	&yYaIZ 	%i[aI\ 	%i]aI^ 	%i_aI` 	'	aaIb 	"9caId 	"9eaIf 	"9gaIh 	$YiaIj 	"9kaIl 	"9maIn 	"9oaIp 	$ZqaIr 	#IsaIt 	#IuaIv 	#IwaIx 	%iyaIz 	#I{aI| 	#I}aI~ 	#IaI@ 	%iAaIB 	#ICaID 	#IEaIF 	#IGaIH 	%iIaIJ 	#IKaIL 	#IMaIN 	#IOaIP 	%iQaIR 	$YSaIT 	$YUaIV 	$YWaIX 	&yYaIZ 	$Y[aI\ 	$Y]aI^ 	$Y_aI` 	&yaaIb 	$YcaId 	$YeaIf 	$YgaIh 	&yiaIj 	%jkaIl 	%imaIn 	%ioaIp 	'	qaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&yyaIz 	$Y{aI| 	$Y}aI~ 	$YaI@ 	&zAaIB 	%iCaID 	%iEaIF 	%iGaIH 	'	IaIJ 	%iKaIL 	%iMaIN 	%iOaIP 	'	QaIR 	%iSaIT 	%iUaIV 	%iWaIX 	'	YaIZ 	%i[aI\ 	%i]aI^ 	%i_aI` 	'	aaIb 	&ycaId 	&yeaIf 	&ygaIh 	(iaIj 	&ykaIl 	&ymaIn 	&yoaIp 	(qaIr 	&ysaIt 	&yuaIv 	&ywaIx 	(yaIz 	'	{aI| 	'	}aI~ 	'	aI@	 	))A	aID	 ,q%--.EF YIYIYI 	 YI 	"9	YI
 	 YI 	 YI 	 YI 	"9YI 	!)YI 	!)YI 	!)YI 	#IYI 	!)YI 	!)YI 	!)YI  	#I!YI" 	!)#YI$ 	!)%YI& 	!)'YI( 	#I)YI* 	!)+YI, 	!)-YI. 	!)/YI0 	#I1YI2 	"93YI4 	"95YI6 	"97YI8 	$Y9YI: 	"9;YI< 	"9=YI> 	"9?YI@ 	$YAYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	 SYIT 	 UYIV 	 WYIX 	"9YYIZ 	 [YI\ 	 ]YI^ 	 _YI` 	"9aYIb 	!)cYId 	!)eYIf 	!)gYIh 	#IiYIj 	!)kYIl 	!)mYIn 	!)oYIp 	#IqYIr 	!)sYIt 	!)uYIv 	!)wYIx 	#IyYIz 	!){YI| 	!)}YI~ 	!)YI@ 	#IAYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	"9KYIL 	"9MYIN 	"9OYIP 	$YQYIR 	"9SYIT 	"9UYIV 	"9WYIX 	$YYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	"9cYId 	"9eYIf 	"9gYIh 	$YiYIj 	"9kYIl 	"9mYIn 	"9oYIp 	$YqYIr 	#IsYIt 	#IuYIv 	#IwYIx 	%iyYIz 	#I{YI| 	#I}YI~ 	#IYI@ 	%iAYIB 	#ICYID 	#IEYIF 	#IGYIH 	%iIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	$YSYIT 	$YUYIV 	$YWYIX 	&yYYIZ 	$Y[YI\ 	$Y]YI^ 	$Y_YI` 	&yaYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	%ikYIl 	%imYIn 	%ioYIp 	'	qYIr 	"9sYIt 	"9uYIv 	"9wYIx 	$YyYIz 	"9{YI| 	"9}YI~ 	"9YI@ 	$YAYIB 	#ICYID 	#IEYIF 	#IGYIH 	%iIYIJ 	#IKYIL 	#IMYIN 	#IOYIP 	%iQYIR 	#ISYIT 	#IUYIV 	#IWYIX 	%iYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	$YkYIl 	$YmYIn 	$YoYIp 	&yqYIr 	$YsYIt 	$YuYIv 	$YwYIx 	&yyYIz 	%i{YI| 	%i}YI~ 	%iYI@ 	'	AYIB 	"9CYID 	"9EYIF 	"9GYIH 	$YIYIJ 	"9KYIL 	"9MYIN 	"9OYIP 	$YQYIR 	#ISYIT 	#IUYIV 	#IWYIX 	%iYYIZ 	#I[YI\ 	#I]YI^ 	#I_YI` 	%iaYIb 	#IcYId 	#IeYIf 	#IgYIh 	%iiYIj 	#IkYIl 	#ImYIn 	#IoYIp 	%iqYIr 	$YsYIt 	$YuYIv 	$YwYIx 	&yyYIz 	$Y{YI| 	$Y}YI~ 	$YYI@ 	&yAYIB 	$YCYID 	$YEYIF 	$YGYIH 	&yIYIJ 	%iKYIL 	%iMYIN 	%iOYIP 	'	QYIR 	"9SYIT 	"9UYIV 	"9WYIX 	$YYYIZ 	"9[YI\ 	"9]YI^ 	"9_YI` 	$YaYIb 	#IcYId 	#IeYIf 	#IgYIh 	%iiYIj 	#IkYIl 	#ImYIn 	#IoYIp 	%iqYIr 	#IsYIt 	#IuYIv 	#IwYIx 	%iyYIz 	#I{YI| 	#I}YI~ 	#IYI@ 	%iAYIB 	$YCYID 	$YEYIF 	$YGYIH 	&yIYIJ 	$YKYIL 	$YMYIN 	$YOYIP 	&yQYIR 	$YSYIT 	$YUYIV 	$YWYIX 	&yYYIZ 	%i[YI\ 	%i]YI^ 	%i_YI` 	'	aYIb 	$YcYId 	$YeYIf 	$YgYIh 	&yiYIj 	$YkYIl 	$YmYIn 	$YoYIp 	&yqYIr 	%isYIt 	%iuYIv 	%iwYIx 	'	yYIz 	%i{YI| 	%i}YI~ 	%iYI@ 	'	AYIB 	%iCYID 	%iEYIF 	%iGYIH 	'	IYIJ 	%iKYIL 	%iMYIN 	%iOYIP 	'	QYIR 	&ySYIT 	&yUYIV 	&yWYIX 	(YYIZ 	&y[YI\ 	&y]YI^ 	&y_YI` 	(aYIb (1'0'0)2(1(1(1*3qYIt ,q%--.EF aIiaIiaI 	iaI 	i	aI
 	iaI 	iaI 	iaI 	iaI 	 aI 	 aI 	 aI 	":aI 	 aI 	 aI 	 aI  	":!aI" 	!)#aI$ 	!)%aI& 	!)'aI( 	#J)aI* 	!)+aI, 	!)-aI. 	!)/aI0 	#J1aI2 	!)3aI4 	!)5aI6 	!)7aI8 	#J9aI: 	!);aI< 	!)=aI> 	!)?aI@ 	#JAaIB 	"9CaID 	"9EaIF 	"9GaIH 	$ZIaIJ 	"9KaIL 	"9MaIN 	"9OaIP 	$ZQaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$ZYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%jaaIb 	 caId 	 eaIf 	 gaIh 	":iaIj 	 kaIl 	 maIn 	 oaIp 	":qaIr 	!)saIt 	!)uaIv 	!)waIx 	#JyaIz 	!){aI| 	!)}aI~ 	!)aI@ 	#JAaIB 	!)CaID 	!)EaIF 	!)GaIH 	#JIaIJ 	!)KaIL 	!)MaIN 	!)OaIP 	#JQaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$ZYaIZ 	"9[aI\ 	"9]aI^ 	"9_aI` 	$ZaaIb 	"9caId 	"9eaIf 	"9gaIh 	$ZiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%jqaIr 	"9saIt 	"9uaIv 	"9waIx 	$ZyaIz 	"9{aI| 	"9}aI~ 	"9aI@ 	$ZAaIB 	#ICaID 	#IEaIF 	#IGaIH 	%jIaIJ 	#IKaIL 	#IMaIN 	#IOaIP 	%jQaIR 	#ISaIT 	#IUaIV 	#IWaIX 	%jYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%jaaIb 	$YcaId 	$YeaIf 	$YgaIh 	&ziaIj 	$YkaIl 	$YmaIn 	$YoaIp 	&zqaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&zyaIz 	%i{aI| 	%i}aI~ 	%iaI@ 	'
AaIB 	"9CaID 	"9EaIF 	"9GaIH 	$ZIaIJ 	"9KaIL 	"9MaIN 	"9OaIP 	$ZQaIR 	#ISaIT 	#IUaIV 	#IWaIX 	%jYaIZ 	#I[aI\ 	#I]aI^ 	#I_aI` 	%jaaIb 	#IcaId 	#IeaIf 	#IgaIh 	%jiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%jqaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&zyaIz 	$Y{aI| 	$Y}aI~ 	$YaI@ 	&zAaIB 	$YCaID 	$YEaIF 	$ZGaIH 	&zIaIJ 	%iKaIL 	%iMaIN 	%iOaIP 	'
QaIR 	"9SaIT 	"9UaIV 	"9WaIX 	$ZYaIZ 	"9[aI\ 	"9]aI^ 	"9_aI` 	$ZaaIb 	#IcaId 	#IeaIf 	#IgaIh 	%jiaIj 	#IkaIl 	#ImaIn 	#IoaIp 	%jqaIr 	#IsaIt 	#IuaIv 	#IwaIx 	%jyaIz 	#I{aI| 	#I}aI~ 	#IaI@ 	%jAaIB 	$YCaID 	$YEaIF 	$YGaIH 	&zIaIJ 	$YKaIL 	$YMaIN 	$YOaIP 	&zQaIR 	$YSaIT 	$YUaIV 	$YWaIX 	&zYaIZ 	%i[aI\ 	%i]aI^ 	%i_aI` 	'
aaIb 	"9caId 	"9eaIf 	"9gaIh 	$ZiaIj 	"9kaIl 	"9maIn 	"9oaIp 	$ZqaIr 	#IsaIt 	#IuaIv 	#IwaIx 	%jyaIz 	#I{aI| 	#I}aI~ 	#IaI@ 	%jAaIB 	#ICaID 	#IEaIF 	#IGaIH 	%jIaIJ 	#IKaIL 	#IMaIN 	#IOaIP 	%jQaIR 	$YSaIT 	$YUaIV 	$YWaIX 	&zYaIZ 	$Y[aI\ 	$Y]aI^ 	$Y_aI` 	&zaaIb 	$YcaId 	$YeaIf 	$YgaIh 	&ziaIj 	%ikaIl 	%imaIn 	%ioaIp 	'
qaIr 	$YsaIt 	$YuaIv 	$YwaIx 	&zyaIz 	$Y{aI| 	$Y}aI~ 	$YaI@ 	&zAaIB 	%iCaID 	%iEaIF 	%iGaIH 	'
IaIJ 	%iKaIL 	%iMaIN 	%iOaIP 	'
QaIR 	%iSaIT 	%iUaIV 	%iWaIX 	'
YaIZ 	%i[aI\ 	%i]aI^ 	%i_aI` 	'
aaIb 	&ycaId 	&yeaIf 	&ygaIh 	(iaIj 	&ykaIl 	&ymaIn 	&yoaIp 	(qaIr 	&ysaIt 	&yuaIv 	&ywaIx 	(yaIz 	'	{aI| 	'	}aI~ 	'	aI@	 	)*A	aID	 *Q,DE YH!5YH!5YH 	 !5YH 	"#7	YH
 	 !5YH 	 !5YH 	 !5YH 	"#7YH 	!"6YH 	!"6YH 	!"6YH 	#$8YH 	!"6YH 	!"6YH 	!"6YH  	#$8!YH" 	!"6#YH$ 	!"6%YH& 	!"7'YH( 	#$8)YH* 	!"6+YH, 	!"6-YH. 	!"6/YH0 	#$81YH2 	"#73YH4 	"#75YH6 	"#77YH8 	$%:9YH: 	"#8;YH< 	"#7=YH> 	"#7?YH@ 	$%:AYHB 	"#7CYHD 	"#7EYHF 	"#7GYHH 	$%:IYHJ 	#$8KYHL 	#$8MYHN 	#$8OYHP 	%&;QYHR 	 !5SYHT 	 !5UYHV 	 !5WYHX 	"#8YYHZ 	 !5[YH\ 	 !5]YH^ 	 !5_YH` 	"#7aYHb 	!"6cYHd 	!"6eYHf 	!"6gYHh 	#$8iYHj 	!"6kYHl 	!"6mYHn 	!"6oYHp 	#$8qYHr 	!"6sYHt 	!"7uYHv 	!"6wYHx 	#$8yYHz 	!"7{YH| 	!"6}YH~ 	!"6YH@ 	#$8AYHB 	"#8CYHD 	"#7EYHF 	"#7GYHH 	$%9IYHJ 	"#8KYHL 	"#7MYHN 	"#7OYHP 	$%9QYHR 	"#8SYHT 	"#7UYHV 	"#7WYHX 	$%9YYHZ 	#$8[YH\ 	#$8]YH^ 	#$8_YH` 	%&:aYHb 	"#7cYHd 	"#8eYHf 	"#7gYHh 	$%;iYHj 	"#7kYHl 	"#7mYHn 	"#7oYHp 	$%9qYHr 	#$8sYHt 	#$8uYHv 	#$8wYHx 	%&:yYHz 	#$8{YH| 	#$8}YH~ 	#$9YH@ 	%&;AYHB 	#$:CYHD 	#$9EYHF 	#$8GYHH 	%&<IYHJ 	#$:KYHL 	#$9MYHN 	#$8OYHP 	%&:QYHR 	$%:SYHT 	$%:UYHV 	$%9WYHX 	&'=YYHZ 	$%:[YH\ 	$%:]YH^ 	$%:_YH` 	&'<aYHb 	$%:cYHd 	$%:eYHf 	$%9gYHh 	&'<iYHj 	%&;kYHl 	%&;mYHn 	%&:oYHp 	'(=qYHr 	"#7sYHt 	"#7uYHv 	"#7wYHx 	$%9yYHz 	"#7{YH| 	"#7}YH~ 	"#7YH@ 	$%9AYHB 	#$9CYHD 	#$8EYHF 	#$8GYHH 	%&;IYHJ 	#$9KYHL 	#$9MYHN 	#$8OYHP 	%&;QYHR 	#$9SYHT 	#$8UYHV 	#$8WYHX 	%&;YYHZ 	#$9[YH\ 	#$9]YH^ 	#$8_YH` 	%&;aYHb 	$%:cYHd 	$%:eYHf 	$%9gYHh 	&'<iYHj 	$%:kYHl 	$%:mYHn 	$%9oYHp 	&'<qYHr 	$%:sYHt 	$%:uYHv 	$%9wYHx 	&'<yYHz 	%&;{YH| 	%&;}YH~ 	%&:YH@ 	'(=AYHB 	"#7CYHD 	"#7EYHF 	"#7GYHH 	$%:IYHJ 	"#8KYHL 	"#7MYHN 	"#7OYHP 	$%:QYHR 	#$9SYHT 	#$8UYHV 	#$8WYHX 	%&;YYHZ 	#$9[YH\ 	#$9]YH^ 	#$8_YH` 	%&<aYHb 	#$8cYHd 	#$8eYHf 	#$8gYHh 	%&;iYHj 	#$9kYHl 	#$9mYHn 	#$8oYHp 	%&;qYHr 	$%:sYHt 	$%:uYHv 	$%9wYHx 	&'<yYHz 	$%:{YH| 	$%:}YH~ 	$%9YH@ 	&'<AYHB 	$%:CYHD 	$%:EYHF 	$%9GYHH 	&'<IYHJ 	%&;KYHL 	%&;MYHN 	%&:OYHP 	'(=QYHR 	"#7SYHT 	"#7UYHV 	"#7WYHX 	$%;YYHZ 	"#8[YH\ 	"#7]YH^ 	"#7_YH` 	$%:aYHb 	#$9cYHd 	#$9eYHf 	#$9gYHh 	%&<iYHj 	#$8kYHl 	#$9mYHn 	#$9oYHp 	%&<qYHr 	#$8sYHt 	#$9uYHv 	#$9wYHx 	%&<yYHz 	#$8{YH| 	#$9}YH~ 	#$8YH@ 	%&;AYHB 	$%9CYHD 	$%9EYHF 	$%9GYHH 	&'<IYHJ 	$%9KYHL 	$%9MYHN 	$%9OYHP 	&'<QYHR 	$%9SYHT 	$%9UYHV 	$%9WYHX 	&'<YYHZ 	%&:[YH\ 	%&:]YH^ 	%&;_YH` 	'(=aYHb 	$%:cYHd 	$%9eYHf 	$%9gYHh 	&'=iYHj 	$%:kYHl 	$%:mYHn 	$%9oYHp 	&'<qYHr 	%&;sYHt 	%&:uYHv 	%&;wYHx 	'(>yYHz 	%&;{YH| 	%&:}YH~ 	%&;YH@ 	'(>AYHB 	%&;CYHD 	%&:EYHF 	%&;GYHH 	'(>IYHJ 	%&;KYHL 	%&:MYHN 	%&:OYHP 	'(=QYHR 	&'<SYHT 	&';UYHV 	&'<WYHX 	()>YYHZ 	&'<[YH\ 	&';]YH^ 	&';_YH` 	()@aYHb (=';'<)A(=(<(=*BqYHt *Qs,CD aG!5aG!5aG 	 !5aG 	"#7	aG
 	 !5aG 	 !5aG 	 !5aG 	"#7aG 	!"6aG 	!"7aG 	!"7aG 	#$9aG 	!"7aG 	!"7aG 	!"7aG  	#$9!aG" 	!"7#aG$ 	!"7%aG& 	!"7'aG( 	#$9)aG* 	!"7+aG, 	!"8-aG. 	!"7/aG0 	#$91aG2 	"#93aG4 	"#95aG6 	"#97aG8 	$%:9aG: 	"#8;aG< 	"#9=aG> 	"#9?aG@ 	$%:AaGB 	"#9CaGD 	"#7EaGF 	"#7GaGH 	$%:IaGJ 	#$9KaGL 	#$8MaGN 	#$:OaGP 	%&;QaGR 	 !6SaGT 	 !5UaGV 	 !6WaGX 	"#8YaGZ 	 !5[aG\ 	 !5]aG^ 	 !5_aG` 	"#7aaGb 	!"6caGd 	!"7eaGf 	!"7gaGh 	#$8iaGj 	!"7kaGl 	!"7maGn 	!"7oaGp 	#$9qaGr 	!"8saGt 	!"7uaGv 	!"7waGx 	#$9yaGz 	!"8{aG| 	!"7}aG~ 	!"8aG@ 	#$9AaGB 	"#8CaGD 	"#8EaGF 	"#8GaGH 	$%:IaGJ 	"#9KaGL 	"#8MaGN 	"#8OaGP 	$%:QaGR 	"#8SaGT 	"#8UaGV 	"#8WaGX 	$%:YaGZ 	#$:[aG\ 	#$9]aG^ 	#$9_aG` 	%&:aaGb 	"#8caGd 	"#8eaGf 	"#8gaGh 	$%:iaGj 	"#7kaGl 	"#7maGn 	"#7oaGp 	$%9qaGr 	#$8saGt 	#$8uaGv 	#$9waGx 	%&:yaGz 	#$:{aG| 	#$9}aG~ 	#$9aG@ 	%&;AaGB 	#$:CaGD 	#$9EaGF 	#$9GaGH 	%&;IaGJ 	#$:KaGL 	#$9MaGN 	#$9OaGP 	%&;QaGR 	$%;SaGT 	$%:UaGV 	$%:WaGX 	&'=YaGZ 	$%;[aG\ 	$%9]aG^ 	$%:_aG` 	&'<aaGb 	$%:caGd 	$%9eaGf 	$%:gaGh 	&'<iaGj 	%&;kaGl 	%&:maGn 	%&;oaGp 	'(=qaGr 	"#7saGt 	"#7uaGv 	"#8waGx 	$%:yaGz 	"#7{aG| 	"#7}aG~ 	"#7aG@ 	$%9AaGB 	#$8CaGD 	#$9EaGF 	#$8GaGH 	%&;IaGJ 	#$9KaGL 	#$9MaGN 	#$8OaGP 	%&;QaGR 	#$9SaGT 	#$9UaGV 	#$8WaGX 	%&;YaGZ 	#$9[aG\ 	#$8]aG^ 	#$8_aG` 	%&;aaGb 	$%:caGd 	$%:eaGf 	$%9gaGh 	&'<iaGj 	$%:kaGl 	$%:maGn 	$%9oaGp 	&'<qaGr 	$%:saGt 	$%:uaGv 	$%9waGx 	&'<yaGz 	%&;{aG| 	%&;}aG~ 	%&:aG@ 	'(=AaGB 	"#7CaGD 	"#8EaGF 	"#7GaGH 	$%:IaGJ 	"#8KaGL 	"#7MaGN 	"#7OaGP 	$%:QaGR 	#$9SaGT 	#$8UaGV 	#$9WaGX 	%&;YaGZ 	#$9[aG\ 	#$8]aG^ 	#$9_aG` 	%&<aaGb 	#$9caGd 	#$8eaGf 	#$8gaGh 	%&<iaGj 	#$9kaGl 	#$8maGn 	#$9oaGp 	%&<qaGr 	$%:saGt 	$%9uaGv 	$%:waGx 	&'=yaGz 	$%:{aG| 	$%:}aG~ 	$%9aG@ 	&'=AaGB 	$%:CaGD 	$%:EaGF 	$%9GaGH 	&'=IaGJ 	%&;KaGL 	%&;MaGN 	%&:OaGP 	'(=QaGR 	"#8SaGT 	"#8UaGV 	"#8WaGX 	$%;YaGZ 	"#7[aG\ 	"#7]aG^ 	"#7_aG` 	$%:aaGb 	#$9caGd 	#$8eaGf 	#$9gaGh 	%&<iaGj 	#$9kaGl 	#$9maGn 	#$9oaGp 	%&<qaGr 	#$9saGt 	#$8uaGv 	#$9waGx 	%&<yaGz 	#$9{aG| 	#$9}aG~ 	#$8aG@ 	%&<AaGB 	$%:CaGD 	$%9EaGF 	$%9GaGH 	&'=IaGJ 	$%:KaGL 	$%9MaGN 	$%9OaGP 	&'=QaGR 	$%:SaGT 	$%9UaGV 	$%9WaGX 	&'=YaGZ 	%&;[aG\ 	%&:]aG^ 	%&:_aG` 	'(>aaGb 	$%:caGd 	$%:eaGf 	$%:gaGh 	&'=iaGj 	$%9kaGl 	$%9maGn 	$%9oaGp 	&'<qaGr 	%&;saGt 	%&:uaGv 	%&;waGx 	'(>yaGz 	%&;{aG| 	%&:}aG~ 	%&;aG@ 	'(>AaGB 	%&;CaGD 	%&:EaGF 	%&:GaGH 	'(>IaGJ 	%&;KaGL 	%&:MaGN 	%&:OaGP 	'(>QaGR 	&'<SaGT 	&'<UaGV 	&';WaGX 	()>YaGZ 	&'<[aG\ 	&';]aG^ 	&';_aG` 	()>aaGb 	&'<caGd 	&';eaGf 	&';gaGh 	()>iaGj 	'(=kaGl 	'(<maGn 	'(<oaGp 	)*?qaGr 	$%:saGt 	$%:uaGv 	%&;waGx 	%&;yaGz 	%&:{aG| 	%&:}aG~ 	&';aG@	 	&';A	aGD	 *Qs,CD YG!5YG!5YG 	 !5YG 	"#7	YG
 	 !5YG 	 !6YG 	 !5YG 	"#7YG 	!"6YG 	!"6YG 	!"6YG 	#$8YG 	!"6YG 	!"6YG 	!"6YG  	#$8!YG" 	!"6#YG$ 	!"6%YG& 	!"6'YG( 	#$8)YG* 	!"7+YG, 	!"6-YG. 	!"6/YG0 	#$81YG2 	"#73YG4 	"#75YG6 	"#97YG8 	$%99YG: 	"#9;YG< 	"#7=YG> 	"#9?YG@ 	$%9AYGB 	"#7CYGD 	"#7EYGF 	"#7GYGH 	$%:IYGJ 	#$:KYGL 	#$8MYGN 	#$8OYGP 	%&=QYGR 	 !5SYGT 	 !5UYGV 	 !6WYGX 	"#7YYGZ 	 !5[YG\ 	 !5]YG^ 	 !5_YG` 	"#7aYGb 	!"6cYGd 	!"6eYGf 	!"6gYGh 	#$8iYGj 	!"7kYGl 	!"6mYGn 	!"6oYGp 	#$8qYGr 	!"7sYGt 	!"7uYGv 	!"6wYGx 	#$8yYGz 	!"7{YG| 	!"8}YG~ 	!"7YG@ 	#$8AYGB 	"#8CYGD 	"#9EYGF 	"#8GYGH 	$%9IYGJ 	"#8KYGL 	"#9MYGN 	"#8OYGP 	$%9QYGR 	"#8SYGT 	"#9UYGV 	"#8WYGX 	$%9YYGZ 	#$9[YG\ 	#$:]YG^ 	#$9_YG` 	%&=aYGb 	"#7cYGd 	"#7eYGf 	"#7gYGh 	$%9iYGj 	"#7kYGl 	"#7mYGn 	"#7oYGp 	$%9qYGr 	#$9sYGt 	#$9uYGv 	#$9wYGx 	%&:yYGz 	#$9{YG| 	#$9}YG~ 	#$9YG@ 	%&:AYGB 	#$9CYGD 	#$9EYGF 	#$9GYGH 	%&;IYGJ 	#$9KYGL 	#$9MYGN 	#$9OYGP 	%&:QYGR 	$%:SYGT 	$%:UYGV 	$%:WYGX 	&'<YYGZ 	$%:[YG\ 	$%:]YG^ 	$%:_YG` 	&';aYGb 	$%:cYGd 	$%:eYGf 	$%:gYGh 	&';iYGj 	%&;kYGl 	%&;mYGn 	%&;oYGp 	'(?qYGr 	"#7sYGt 	"#7uYGv 	"#7wYGx 	$%9yYGz 	"#7{YG| 	"#7}YG~ 	"#7YG@ 	$%9AYGB 	#$9CYGD 	#$9EYGF 	#$9GYGH 	%&:IYGJ 	#$9KYGL 	#$9MYGN 	#$9OYGP 	%&;QYGR 	#$8SYGT 	#$8UYGV 	#$9WYGX 	%&;YYGZ 	#$8[YG\ 	#$8]YG^ 	#$9_YG` 	%&:aYGb 	$%9cYGd 	$%9eYGf 	$%9gYGh 	&';iYGj 	$%9kYGl 	$%9mYGn 	$%:oYGp 	&';qYGr 	$%9sYGt 	$%9uYGv 	$%9wYGx 	&';yYGz 	%&:{YG| 	%&:}YG~ 	%&:YG@ 	'(@AYGB 	"#7CYGD 	"#7EYGF 	"#7GYGH 	$%9IYGJ 	"#7KYGL 	"#8MYGN 	"#7OYGP 	$%9QYGR 	#$8SYGT 	#$9UYGV 	#$9WYGX 	%&;YYGZ 	#$9[YG\ 	#$9]YG^ 	#$9_YG` 	%&:aYGb 	#$8cYGd 	#$8eYGf 	#$9gYGh 	%&:iYGj 	#$8kYGl 	#$8mYGn 	#$9oYGp 	%&:qYGr 	$%9sYGt 	$%9uYGv 	$%9wYGx 	&';yYGz 	$%9{YG| 	$%9}YG~ 	$%9YG@ 	&';AYGB 	$%9CYGD 	$%9EYGF 	$%9GYGH 	&';IYGJ 	%&:KYGL 	%&:MYGN 	%&:OYGP 	'(@QYGR 	"#7SYGT 	"#7UYGV 	"#7WYGX 	$%9YYGZ 	"#7[YG\ 	"#8]YG^ 	"#7_YG` 	$%9aYGb 	#$8cYGd 	#$9eYGf 	#$8gYGh 	%&:iYGj 	#$8kYGl 	#$9mYGn 	#$8oYGp 	%&:qYGr 	#$8sYGt 	#$9uYGv 	#$8wYGx 	%&:yYGz 	#$8{YG| 	#$8}YG~ 	#$8YG@ 	%&:AYGB 	$%9CYGD 	$%9EYGF 	$%9GYGH 	&';IYGJ 	$%9KYGL 	$%9MYGN 	$%9OYGP 	&';QYGR 	$%9SYGT 	$%9UYGV 	$%9WYGX 	&';YYGZ 	%&:[YG\ 	%&:]YG^ 	%&:_YG` 	'(@aYGb 	$%9cYGd 	$%9eYGf 	$%9gYGh 	&';iYGj 	$%9kYGl 	$%:mYGn 	$%9oYGp 	&';qYGr 	%&:sYGt 	%&;uYGv 	%&:wYGx 	'(<yYGz 	%&:{YG| 	%&;}YG~ 	%&:YG@ 	'(<AYGB 	%&:CYGD 	%&;EYGF 	%&:GYGH 	'(<IYGJ 	%&:KYGL 	%&:MYGN 	%&:OYGP 	'(<QYGR 	&';SYGT 	&';UYGV 	&';WYGX 	()=YYGZ 	&';[YG\ 	&';]YG^ 	&';_YG` 	()=aYGb (<';';)=(<(<(<*BqYGomR;3 S$Y R;hv z--?CBBe51 D @ r)   