From 124aaf5fe09c14c400a88aaf52084f5ac012dfb2 Mon Sep 17 00:00:00 2001 From: Jake Poznanski Date: Thu, 17 Oct 2024 17:00:02 +0000 Subject: [PATCH] Hmm, cant repro failing anchor case --- pdelfin/train/core/config.py | 2 +- tests/gnarly_pdfs/failing_anchor_pg4.pdf | Bin 0 -> 108868 bytes tests/test_anchor.py | 10 ++- tests/test_dataprep.py | 86 +---------------------- 4 files changed, 12 insertions(+), 86 deletions(-) create mode 100644 tests/gnarly_pdfs/failing_anchor_pg4.pdf diff --git a/pdelfin/train/core/config.py b/pdelfin/train/core/config.py index 2af9331..f6b8896 100644 --- a/pdelfin/train/core/config.py +++ b/pdelfin/train/core/config.py @@ -61,7 +61,7 @@ class SourceConfig: @dataclass class DataConfig: seed: int = field(default=42, help="The seed to use for data loading") - cache_location: str = field(help="Location to store s3 pdfs that need to be used to compute page images") + cache_location: Optional[str] = field(help="Location to store s3 pdfs that need to be used to compute page images", default=None) metric_for_best_model: Optional[str] = field(help="metric to pass to trainer args to use for picking best model checkpoint at end", default=None) sources: List[SourceConfig] = field(help="The source configurations") diff --git a/tests/gnarly_pdfs/failing_anchor_pg4.pdf b/tests/gnarly_pdfs/failing_anchor_pg4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..2a1555c81167b0add2dc2c72badab2cb36aec0cd GIT binary patch literal 108868 zcmb@tV_;>=)-D`$Y+;yOpFNu z3^IfOMh*@(4hDHb7Dfh9LKY@Q765}BAqT_PKWbPR*%%}UwFp@OY=lg#Ogemg2qw11 ze|(7WfBPZ8vN8Xw4G|L~J7W_C14kRDj~0dPtetIaod{VN6dX;AEsTJ6j)VXvK0XF9 z3u~Z>BZHW=0np?he_@am(c)oeWoBb!6JlcF5MgH*6%%6tu!}H>2#K<@3o|jZu!-{V zh;niYu?dL^3Nvwv2(q&XaeTbSA;u!cCML|xA}q+rr^6s=Yi#1C^808D>$$K@YpvNI^z*#QZeIsbe``2!t74n~Hr?)D}O>PjZ23~E{c zLMB4M2LMh$M-u}Z1X%NRLqlU^eSJgyHxN=RF#k`5gmL=WP^fTVs4|uU0k0Hs`tF~$ zVZmXVn+UfVB~W&un7>JfxpR007V5E5A4kf_{SQAH2oM0oJYlcg3zT672#2*x93o2CTFzWG=w&7 zHQ=MFj@$W;2npE@8Kw(>9I((4$Uq6B0IMSf->L6H<}1V#@B;;bLY9pB8)W_*$A8)` zYXUSdHUJtBGX3G8N(>4HW+pNQh9=fdgv>1etK{Q>?azll$6Wa1eQP_jf4MsgB<0Ju~xP>)9DU>V@rWfhM*< zCoLAHKiVT?`LkDqEPr-|kcIUhg@5*ikmXO0C1m*{dX)%S|9txRf}@@NKN?{CX#9_+ zIdvFhKLX3(|5y4Efgf%Ck7-IKPIk_YMkY>#Z2vG^$qx7td4wO1?r352f9dm|nEZj; zUjPC83y{C@E-?#7C*Yqk_CMjq$iec#D*)Di1eLs@r83awuYNYBsu8=w0slthu__v` zc@K&X%4ETee>&kWTT90{6i6{;+BpO<7?}O`oKT;&7|tv^?M(?Uh)$)*A{n2X5`z+}V<$YLyo2L#xQ`7^*AOrU~Sz!&%D(Nl+m zn)HHfpynHFgd$1$vg+;iIdfgLE}D1dB=oee?ao*^@X}6$K`iv?D^Ouor9fPYk%&#v z>l2SpRV3`2D@aN;7L&4OC?@;}P+Ai1&Vcv6O5^duBPDs)BxR2T?mzGBp1jWV_yn-8 z(PG8ZXF;ISo5b&nOi92NP}h(~h%2Fx5toN2#IuN$OK28UcEyxEgsz<%InG?@731=g zQLA%7GM^I+@gI5Z__vbLV&82$x=9~;jwDXCG;O%kX;e$Qx4@ZsW`^rw_QNFK&ippZ z9nXOiN{sE^b>%P`*3X$>>p$AutgM_nF$xu)_KQ>RSz)P3I9=oca=9=r+S?3e!d72o97*Rj4T98=J z2)ExGGlEKIU2f#X^A^%#>bKbhub;BO?5F8%3Hict>d0`)0=ahCoJOHnxFj`Qc*Re4 zc=diP=sKR~WFQB_)e^11Smt;5M*WEr$tuf0-%SpC<#pgp47xj^1TRj)fDi%3@5g{M z$IlUOHzDC@F`qbTH04?@l_~P1AthaTzV?QQsSsz3=wW~GJ&ql3C|~d|0*`liG}X{t zI~*5%nJzxIzL-7dP(J27l7)xy3Ge|a3D&J(*o{mBtb7vWJAq^SUmA#wukU!*H(ngP zS3DO&#qW~LvemIytms}HifzkD>MM&0LP1(9T37iVtN=h6{-AvwI3%{5M=n-ig>mAew zRY5X<9TNn|ylRnKSDjKWVHg%~Kvte%@%epLuwTd(=OUUlRVeU_<`iq#JX@+px8Ps8|WMo^$h!gDT@Ynq?zp1k6eAjOir%rqyQ-5b&T%_bD=}U z8~JC;@m;cr5%gx1y=s8)Mf(Jm;F`J2!sFidld?e>!`0TKPXj%ezR!b0=lPe7ux5T+ zgXeyYJ@Qw?YcGT4CVMjC#ML}X%tPTX4a0`(3ge!qd;r4e=bcf+LITLn-Jtmig zNq*+aCgx6{vumcT$v7qP*4vE7+xD>M4VGm}Hq?TH-AVfHjU>kfq~g#(4$Q#k7@f98 zGCzHZYLF}0%mEk(ZN3)8$z+gnC%_*-O|+BpsK+gjA@X2_N#csZ0G=NG8|V>SgEG(1 zRmtdLloV-rxv8q)BncAa34v z%GL~6xUoudrneBE1?}Wfp_&Wz{CV=##zg?>+vM*!+u7k35wj}XnIq1-qarwxcAP1T zN##>M3GPv`M9UC+uA_c8F+iOyOSw^dsM~<*!tpdvd=M&2Nd}zjXuyJC<_Lt%q6ODD z#JNz^TI4uo=>`%wU;O&z=v$xu zLS_>7JQ;p@QE}k$>7Z zSu%Pcf!+IB5aj4m@pkL+|9*5zzU9_wB4)t}FBhg^Wknvi1<&7Qo8Hh{aPpXGg4f_T z_1>qbvT#V|YaKb-`|Z(c^0^5!w9C!~)Nm#Sp-kE9BC+A@t6%NlS>kAOSD@L!iZ+lp z;m8)ctow3;;-D5T&nJ2X;+XMl6`0&l!OY1W+a+Mb+I>IFd5Ujoan(hmcFKdOvvy&A zyo=}JFO*Yq?y`5pvT79NHj^D*CN#J54}^e8;b?krPG~(*ku>)6o?QC<~E~? z*IKK5trtS|RmGA%x%T#cq=1i46*$Ebe2V1W_gP#?6%r?(ITTw*;Oo8x&;Z4E6pV$Bh^;yyQTjd5GE5@YxJXi7D!-t75L<56j@a``?A> zC!)CbDk`_r)A2I>i+J(|Gr0hvoyhjF8=jHO;F7H1Mm%wmPK($XZeVRI$;>-)>dwgr z=ZoaboXl}S!aZ*X=MwK9I}%T{0sp`Al0Vj!|B-hA>;RU(5^s>IPV5dFs@MIuO%jZ% zCe+_u^6AD60_Tnrh*v~Nkv#UsG2>CRmUNy`kGPLN)z)N}a&+))A=C0n>)SPS=5`4z zwY@dwEK+cjw_J6K+zq~JG+HDlSI}oRGBq6|Ro?Rx;QR(uy+v;@RBF37QI9gwt*DxU z=1Fz5>xWfY&P`RnsZVCM95&Xx^c$G^aN_&BY3prz1M1VZCFQ* z%HhSLhX8h^^WTvZP8TVQ2R`9)Etunh^iJGId9>(UHDS*i%3i1dfeaEvXf! z#j3JgAQJDNB~$~bu*%=eHK;va_=*DF_U3$&^Ghv6%b-fHxrwlu&pE^k9^%SMG8WDRhqn$l)CHCQ*2zi!>wYgyQh+(mZ5SakQN^xyD5&^>UhFOqn#@k)!z=qfENAO?z9 zpN8f#$xUY@nHq3E!w8^dg%*B#5XCynd*R8&Kh#Q<4fp0JO%J)rhbQ-EX>2IWtq$ue z42VYD*=WcBdwCj(+rB1CW?!b|$n7-8kqpx)b3RW*E%oT6CG@j{y2qwV*H9FkY4Cc_0_}ky!?~x=x~ppUL2@( zVW0cH5Kxl?Njn6TDuOxy1R2Nj2KH0>>w^^9E#H`&&Yj@dS!87HLsuj^9aYco1gc^T z7xLy}lIJxdx8ehsj>}k|%if{Ngm?cQY9_Rd&slMKufld+UmqpYWXeh?8^jG0zeAS$ z;-2&jp>_dH@zIlt)(OpyQR>CMS`H@G-|Tw0Cz%GkgSGUCBGXEo*wjEhpU!%9Z{R1+ z9?z_c$?Q{g%qZxln^*m$9xQ|BPn2>n=Jhv(;}}xzp2~0Jh}qY;S4Y6g5DWbrNyku65KvvN? zl2fzSr=1$*S%CSc0iMOOm#bM_6{DWUY0bp3y{R25?OLgoq9rf<7HYJ9Y0*~6j>FV< z?l4WSkOlxvN9C_;w|Gi>M2GL$zE?YPKYG7!DtpNsm*L!+a)CIGD=E}U_sC0Y% zw(7~~)Q09Y%OKL4EJpg4^IVIEK#3bUr(3MM#<_1eWhIV+4n$O$Hj#o3Uv79!mP>*e z?~kq5onQ**e`A1iK$sh+SDohZ-Z`!sHvA1K=N``iK>j5UvtZdsI)m-yE8*AL;FGoS zl$PqBD89mP7i-`_ftw(t^+>IxFAufs`aYIjIvM%pP8HUc5y`dvbo?=x`{A@-g_N0# zj7Lwc95nwvtVu+#S5|m6Ph8}R&b3Euu(oB_(pxW#9J4@-2)Z-I^46>E7@r%+X-784 zK3E;TtabiCO3`LaOkm;HWXehZn3b?9ApF47A*ks&P8WDnR#p!^!ZrX^!RX3LYtjI^ zC4P!aFL(GxENXRo`6O4<{ARl%#*j9hL5fICp;}$budUR2wWz288TD%1M!8Xpn!IX$ zw3r;zVoY#w-A2itqIz+6Rb3Ryr)l1k*k=}c=v(m)%Lwx0cV)rfO?-cx+x*9gkCW-& z=Dj4<(U=uB^tBV3)*`N}kABT&*WK+vR zN;0gtvr#9+U)~DS=fbMEiYn`j!!8$0t&MK(BOIfydi91HbV&-D)cw#@qc{#inpViq z>FoDwM!Il=nVrZPGZ%<85lF9@53#(wz%%fZr_S15`#U#2!PRR%ro}pU)6mINYzL?a zA8x21Ek4DxwO6a({Sri{@&KHY@HI#gH@-0arbkibH|OxS4<~!?5utxUCbG!jLe-EpeyQ zr|%i7*A6@a+pTp0rdE~a==N637d9tt;|lcSr9IeZo9?(`Q9$9?VNnJg55)ADd8|H5 z)lL$jSXtsjH=G#ot$2P^eREJ0av-Gg^o1VAN`5XFqKLNnktf(yLLhN+jk;26nSQVZ z`ekL#;O|vsij2dNxXKzcWsab`cpMogD^BddxBMmdU{?LAC1nDGuw{D@ZWBCH@N7{A zJ6CQpY`k>tTCyq{4aEql_Q-81rdusHpMc?MfpvL)I-t1qq1KUJrc$>tv+G_+LK*@N z3rE**Wc}C8b8p1vm>mN*ME?R*Fm|kH-r3nc&N{VzhOfBzRyPHA2TFOZa2-TLtIQ%) zNM*6F__a$H<7f8d{Q=gPOnA79C~km-`;Jqs67|9QcJwCZs%bg(A$d4EYDjf51n%Hd zv=dN^ps!@;A_EwDOva!%8i;;p0MF->sXABTJ18$q3y$Tcp16?ux6tOUS(gGwDjNh| zFlk&Ha2h(BqOz)WYg`KxCESa1+e#Z_vSPZ4c1?q4C0z4jNz0DUlPL*=vL%f=bR*NY zbTIV^)4E_T4OYfvW-GX@YdRBpO0 zGnu)F@y$YbUv$(CoRV8Z%{-N~PaYs^n`kAZJZ$?<~-<; zXocITZH!H@r3AnNDVHTj9FQqO_V!8ZQTj!{VC^Jvi>vT|8U1dL+=beK=gP-O%b+;! zv+Ayo4OMpwvf^+6-gkYRWMjnt`SH8`2(GVMc2u#+F-Jso(76{sRLGuASuTUQ0>WVD z;0pfZ^uzZ&9zNdL7dJr)NTZsp@~f)=#HwCW>dzHtA4MU1#6(?slhMAb{rY1nLK*A{ ztx;sPV2Ndxz?^GIgBBBN54;cqI5ip7nNXQU`45BwRVe zI*vUy9}MX~I+n4MwDO=roBi=dXG)i{?U9$h`uZ+=>1x0Igw_i8UP|33a*l{K7rD0L z3%}ZB$G34Rc0iirsL4fAWn?FEA0f`@I#mmhuNJ}m`GP97`@g$=puS?y8+yqQ>PcA-wxkA=6`&mS)X&p5JqPO6|U*|p=n zTX-T$#xBA3GhCIi<-WuI_!tR)q{VL=6>^K@aP+rk_ks)=a}^5eIbw$6A~|UXEVT>1 zm?k$nHQ(PIpZQW!rfrZv$emG?oxw6iq4P3@hL&ewFIekq4l_%OG+&U_0D zEL3&fT#Eg!H<=J<@Jih}k-##(f!C(`4%Z3RdVRLJnbHNTyQ@D(yQxudvdw)-OO@ei zZ(li@x=C$vtLIwj+Mz?0w1}@Jn@}kQ;p#ERC3%D65?rv`v>07UcUk)VsaERexyA3& zufrZ%?6L*BgBC8$9bfj>Z{>uX(8Q{IpXI(zp^eA&f`$LviU3YS)gY9(l0${ z%8}%0=|B^J(OCHiHBP_p*WEy5E_i2#Bo-eWWh;Ty8Eghm*E=s9%HRJb*A&LfWgl`c zojuzPY!Y4HkDx~m6wb$A>Ty{ZszT(*vfMemiC!hViSM4`Lg6W@q5ac$WL=Da5KQw@ zWECQ<1sG5C&o6u5aViXBL&gYd!M#|58_^!&dA+~x7lMNYx{OoSIndOmy@5{ay3D_ydq3p)U2A9@F1ICiD4O|dT9Nc3V8Mo=`ES^?tF z_AR-BW$xHdUm>A8^00TEhLqAzjydcqks&69BP$s12>TP!_oJ{(3xrETQAUFxc> z>9b>U_wDmc>N7F?vM@s-s8>whS)xDRB3jzUFQIn3Nb*rWO&obE(b&k*Tc1A?a_JV-~Gg-9oct2C1F8I-(BlIWDBg0g*EDxDSb~eaJK>1YP)6jiufJF zhjaZ6bb0&LqNOxG=pa$g17L|A8!)1rqvs1T+l7Scv6kk^&;wXR23VbXo-&3b5 z<={uHAx@b8V)kWvT?&<65#Lt~PS!?25gcI5+36eno5 zagVUZ9YL6Tiazu8tQg=+oGWYt3@rO+a7=;}9@>8-pS+k2X;R6pjK5BQ%#loJ00^Tu zQ0m|Vg|x2WU%=#EkwTkg5wus7t`ZY09R*)|W?bxD4Jxw^INEV#MW8&5>qgMC%3ps+rnJqY38 zkoxv>vT;v%O;rk3JJm^Im)*@Cz3X1oM5EDa$F^u?T}hlRQ*3rF%wEUkOfuBVaawZ{*J8wB7yin zA7BDl*#3>Ifoif&J8bY>2OnhZY#967!qdaDH1vGpHYNQ_JMR#RjRkdh1?}LPub!V< zUh?T~f&z;K2oe&3*W=Ue^~{WE$BId@ySsP6&m7GA(wOQslB|D_~tL3c69ZJInNj9h_d#}b?o%;M9>63k9r`44C*?PN@rBTbv*2=yC z3HH-!{>nov;AKuAukwWfQDZCRwi)wr@O~zS)|+3_myFy*S=AzAxdABG>zkT~l(2ZM zCr-0rhGFtG)8i`ly&I?#JKjpmv7^GfCu(F-hAro~)`&aYZ_lFHyS|^0cJ=nW1W+ds zJI@ybk`N@_N27@e>@-NhY_7lellt~}c`sx0DSj2dxy}^fPBcFdC7*KXBaHyDoR}x} z5g(OMf$Gh3Z3<(B;hc@Wc8K>iy;2tlJ0;4)^l~Qgg5ikzp|2W#N#D+p%DV?lP}OtEl1)S+eNK3q?Y78M=4ObBwp+v)Y`D;3(<@( zBH{v@BtB3s;B6j1eKV=DVRx$D{0ducm|7X+LgQw#()kqj`FcB!nBna-W!@Z~;rA+5 z?Xa{xd9~=2)~Bz|@k6sDwo)T-agOidW7}aVNRA2_Ti=F-)4G2yn&qQTD5AY0YVX=cGdZiUhC*L#lIQBvWy;$v+T5&#STZQ33+9^ckB$XO zl;+)CM6u)w5A_o67KKl7Fv>JpMRZB= zJO%DjlDg6|;=%BnKqd~B^}iZtNq;JA?84e{8(>Oo6y<94d-chNDxSdkN-_K{O?Oh) zF~FI9JDB*(K?2B>qDt%^ul&_9U;vv%n_VW2BDD#F;$BcHULUJYTe}d-c0nD4Qqr;J z&hflKsYpJdQQHK}x$*}cRxng3@4V?RcEW|wd$GmB5z?ic(J_Qas_?U_2qQ@{=68SV z{;^n?=QT9wf=G!x+^!m3Q8n*mp7~$M-7UIYWIgp@b}eP6{TD!getd0sM$Fx+Zz~}5VHL# z!1+66nuLjknK_V<{aTNYE)a^RH5NlH= zAn_pvpdu$-nxX`GSoAaE4Cm^ovIZ=h<%fZ`SJd=?Bq@Q(zB%QX&%bkUPu*bXgES1B zIR6c9tbdU`{nu~WV=*#EU-GGB*}UP26HLe+?ye z!2bhE{}ySavEd&s126pHGKi!)^vL-qI+Q|;Xs9kw#Xvkp17871x^ zbv7+F&+WES7FH{S5x7P*C$NR2D5&75@EDF7^MfgSKUFe(Y zU0&0hCK-S*qsP-1G<^{J;1jUFbF{yt+W%`10{$N${I{SZjr!oK4+JlK$ELujXeJ4w zgeuM@MHG!W@08~>c71Zzxffz)zJRqiVH#zaD$XU<>!nxEKet6@&aJ8g*sF3<#qc6od?gf4q6|hU}|ZL4?}Z`v^Cqf{5e4L*Xx}CZec#trFN*pOaf)vO0EFAYsOoCoz6 z*{cMjiF$f~B5Bj{_t7peRYfAK@55+|)De{tlAABpLo|kg&1+XGs2i7W*@{{=@`oCC%fj zs3?TVj|R(AX&E--^lW!Hx&CE?3^SwZ`Lhd-i5v8*dvAtO%h33SspaSIKwwOw;ju{j zdY-a#p~HY=dyQ6k1?l(~hZPr|?-u%Z1Nvcn0Ng3P3ut^4%`|f21?MSYeG5ful{w?9 zhDf!#Y;?S_ScKrOcjLm)+AGZ@&}e*xgJMBYMx&9aD6}#_pQq3IAig*!Rey)xUk-5p zYv?g^{Acty|IMMI!w~}*|8OWMRuRN}h>FHZxCkL7y`m-ScIHI(c}}DK)|zFkV%?1$ zj$bpJzrG}2^AXa|*QaMSILi&Kk4bCHQJuY1wiB^MS#IzX1xZ@nZYu_O%Rjj=OrqSp z$8R*x!caZ?D;a{MBk$}@LsYvr=W%?y8x0-^UvU9L>6QP8I0b=k(SHZf|J!jUBP;X2 z43Y?+RrwWLDF)yDA)4d(I*OhK6K7O>Uv#`iP4rvgw}3wCqAVfV<@C#a(_oHuJ&nq@ zL29K-toMhPC8J}zc)1z)1R1mDpeO01$+m#@;?GpD3x`OoX9h<*#)Z;*c}Dr+%r>(K zNU(P|{UeEL>(QmsS?XP)rB?hu=EfbAj-)u7aefZvVumFOX*uVVq8&wNU=BiNvri(w zYxqVw+C(7PJB`}gm}1+mbu1}z6y5=rDlA+WY86~6J;as5IWn*c^(ZCt*AM-RACyYr za`9O32RRW);Doa_dph+v+B5rBz_Y?(F94D$1~>)+p|lH}N_{Ft9?B`W5*MuK`5^&T zhYN6ONTZ*0Mb?pH$!zDHG@Gw3ijGaUTfPSsNUwYa;7FPWsM4vZoch9cC?xJbBtqySsLMC zF=!Rj`H9@-n$B6W)Z|bW?fbW0Y=fdY!MSrW z@Gf*-FFo3 zL3Jd{!vPBjcpvCMyAcOT$QkB1=-xPoGq~4{wVIhWarrmbL(a)~0S0+es5Pw_ZqHlA zbq3E{t6LLS_>^;r3~V^Kv{xoS+d`A0outs7wsl-+gp;zy!|uZk3bv*@*S^`6cdq$l zoAB?<_J(@<3^V{REM0c(;YPJov%mYA;lT_t>lNHAZD3n7#KOiTS4~{`onU0#yb8PK z>>>Ds!TyY{OAB5^-GDIwbLL}j>@IdZSl``2{@i-mu>`~GkNx!~wRbzUz)FsXdi+PY z|6THn_5y~n!bLer$>L@x2D?WFra^>^m~xVmNd@&tt50O5ZeS1O@(C2c+*TcPLG-e#>vJv->Db?qW7R z(7#J&-JkgV5#FI0L0ac@Oa6{y{&ET@_{ZfR+m8zf3?e2j7DgsY;zED7@A{{-kcpL( z{o?|`U%1D7JuAia>(>R$&|h7y9{J;p)7Tz~^o)MD^o01I6tPSpu|`1p;AO4D$^=AE zP(VfF^87#x^Chan42dYq^pPZx6$}|8%F2wz=B2#c-7og`?gzUzmd!4l?w34so9IDE zm!Gcs+6@9Sq}RW1EypF@|41x1f?gDH#!Or?KpKH97M{)^rO@wa7^AgY zoa>Fbq&RkJ{6(vOJ4<m^`%Ga70fvTrQ)_1`=uZMvLuWb5uaAm7%GniIahy?xR@t-u}Q&c78_O z1^ckd95#O+diL!_=@>+REW)zk1W9Ym2ZXB`jL`KRDRZ9)gjCeqs^{vbyZN?z_-AM( zo2clIdoR(gcq#F%c|9k-TrUXTSG*)wEy-gw>*M1t7P{9M9S$8nzv@%mh2AN~+O5&evJfQlt!2J?s= zX|-(yGwBCH3W_lVj*$ln^e18jSN)F30mfbn_TaCNj5rU583r}%hr}dEzX%U2fU*d2 z7a*koek@304oV>a#eqQYH@eBy3UlrUrT-}^@IW836Z8i8lK~Nvi2p8;iUb^!-xwjJ zF;bf#p8_E|qNuO~G7_p#+azWgG<7g_zGfN96DAjgj$e%s_$046dPaax@OmG#Oh9=p zQxyVkAN(TBT}a>-t36&8BLWHv;T4-H<-bBl1WO6q2w)UaD~c3Mw5>)$!5-QOAW;1Leuf17iZ5~nM|E@o!mKO$AS+Dnfjq_zysJy z`!vQS1K0;C!EpM*?1$YqW>}~0UIjXjcoJ%22(buu>T?P>ah>!MwRVGF9x zq~@eZbY;uHugSAil*jk&;jU>z{=R^><%yDF+VDidCdTyMX2Of($;D>RkY zs-T`km*g=*Ho}1+JeTjGh*l;#YghI-mZWKy4BuTig3Z)PlR4lSFxFDhM-JSjIB zVt$cI$>5;bt5I(xIhyc;%*iprF~$+EO{h(^joa~J@95h0I{dn0k9(JZDi8e@0}P!B z1Cd%=DNVJAdYQT&9S%dDa$PMT`8F9Wd7cVi^;kJWMOE=mK~81;o0p=yW^l=NSwfyt ziKD8CRC0mkw-FUOW!}=KD0*qv0*Wb`L*83#Rx(z3)_l!s&7S4X_85;aj~tK6ClZ7J zNMRDyLYYD>BQa%_88v3L2929;Ox?(QjBicym1zp0Bx53@mbRbnlKy5{VmH84 z$<$#Z$L7kuVZLth=9vD2X`()G^juSc){CxL1E}TI*jT@-)vPY3VWBCirJ{wvTn6te z2H1&UU0z=DDEw`4;>wo729}A&*0YGSOuo#vBuBrXF`=Q`<25F?7Gt4i#cn9y65Gsg z%)gzt{~cK7HR&!WuX$$J5^X2Y=_j=(<{^p$z1Z|T*0ppTol7*4ImOTs=9b*># zmVA-3mGnU{%r=a%i2ExO3sWNiNI%9}#bRxod{yzgvL=)!$f=K;q!uL~1p%d@a!vI@ zhxdyGiUu-gqnMfOd`6`e#yoj7FB%#4&nPbJ=orLE+laUCw?^{-Gowz!3L{f>`YP|L z18Z>?Y|jXzL8?8O{^g%319AgPKhMH5BV5B6VsrP~?P=N=(0I@+QTI__QDaHzNrTCn z$afM76Xmar-NHL_(36v@lKj60&IZiJvt%}QSulIq`3Q3*b(41~3t+s;{DyH3)(S4f zzQb0*wqq7%mN%6&yQ+Vx|J~qfEWg`&;MIlL6w_40tw!hSbbjbj`nw4?4*`JN&TeTv zw!zUoY&0`99yA`F={v+cOf&A;MP@Cn*6sLK@={m*MJp4I6!rn4Z^gQ0&RX2&!1iLp zpxfv@Mn3qo*GiOJbWfBZLgVK`H`8myc4csO9rv>|tu*3!@9Fj#&hlC9vw1ntLhfks z%Leb6$!&da{eoxVoi3f8s%}GUt$eFpQEzF1Q_udJ&NKhl0k!pV#~RCO)rxgRUROVF z{mZ1Os>z950Q0jotTF0}CJ9ECf*mg4oNLC_Dt7 z^1h~aGU&9O`aBwbQ@&`UaZ!`gYijd2#@W#vbRIo9 z^TzbH;a7i|oVQ!r@aa1iJCHre)Bzubnn2`&*KOVNIJvg@wz6dCAt?VPs%{|XJ?U*G z^y;N_w{#D!0xdexG_kaFwbYhR>(%&1IizIKVN%M74pN8HO+J16zpOP7 zhS>?LH#TprkIfs&HCJ;atfuT{p$B7Na=j>DMZ|)~PC)}x-&ajZ;_3W{dS3hljhGj7 z7f2B!J%TYZiLQ@`=EajTDCb% z-n>qi_m+PPe;N~h==yPFR8PRG)(w+$5quj%bQH+EZpr^DT|ibD_Kq)xr_U|U#4i$EuKM<&6X>g9`i_;F|HZY*ToMkpa7Ow1{@#*ylq3?VTm zjSlb)A_MdpnbSrWex|#Jz(IOff59*HLOUdDd=dG^J$!;GMLzSD5yH203Ya0tyfxAz zY9cD!#uBM3=G!gw&Exf33T5)!!lCmeQbwR|F4TMG;d5|f*jss#lLcQ_zL2y9#P-2w zNtzwl8HN%viKeI&l0B)YoTi`CBT3R0pU(!;xI{b|m+yLA{hIrH{klt;fhqKpqU}Y& zRw$a>?Q-mg%8fqcnmWzy%}<%ZJ>Z>md^k2I7E3VZbp>aPBN5CiP6?J2@~h@WSuyKr zyEig5#}x9qOidIF8+Qp8q#I=lrrlfG--<4~BKb^8ZfqI~=voydBL*<-H1yuDp9iXn z=JYY%Mtms0TtCcj!KGT~wV0E5?Qitf4z`4^m$)*1-ks{W<+I7JZXCz;LCWua7?;|X zRIc}eI{R9v&v2&v`p&>rX6(7OV*B&F$-|i<^KtW|{(vAb08@ zt*JZzq6!756irx)DK~h;%$wBBGGY$7Ar7T(h7)*6)eOQbIG{m|hOtt5&)k)Bo}MvH z*Jh<;D3m&JmCfZ6X0<`jM&53dIjF0~8_Uc(qYoove_A;EY-J(Yz>MqD5nljHDtN(SfrWMqOY)c^iwU}t zDW){GNlDao$!q`~U76?_R}5BZ-*1P;nL62%^fa*dQ**P5K4;O#on$>E75{1IprB0{ zahYQODa6#2{V<20F*s?siI~wZ*I?kwTq~xZW~+tWLH#cwdk8dz0B zb&PTXPz!FRKNOxL^i)eB{H5WFkwhx~>gy3d%qQ-=GrD;hDM#Wy(aM)eBe!L7qWq_(J*+SxQb1m!u znom9Vif4fvf>&D{z_?JP{xc1ycG9MVgDHn{HkPm=4Au3Tu~y~V+2Y(1pw2Af*v2Y} z^fOHQmF#$2q!98MOl>n(VBOY_99xww7wS`lW(G|BgK(GKCr)mc@#J*wYWQJ)251Hw zxM=CzxkhaxuZ+61wXC`$Iq^6WHg@mKp`*;q<&>_=#+_>0^D^3;YX9ti__W6;?_k zkw12f75B;t=K*c9Yg}ob%e$OS*x~Mq%TYDF%FR%MZQ1cz_30K>Hkz5UoyTF)OXq|U zN=oF#N|fM;*m0a>M4P44P7j&04*vtKjy+{n#m=x5t3q_ z>7^GW_cFt7DPnikuGT|QPA;g4>5u}fronrb&AgR8* z#$kF#NL3X4l7%6>taDYJu(BQBp3v`OD`iqUO*>jPC`j=*JYICzlz^Zu=Gn6{KZj{VjbxGVa)lcwnw{MhN zVwC9-9rcwiUEr;y#_8zodGU2yV)Ps=EXXFtf79q(gPVFjCf~IqQ)f;$l7OeIS$I(} z<^>Q~z+VUmz~$V<(iOkJX4b#$Qw$`_7 zA*&u)1W;etX~h@UoSP;po=dT|=#GiiA!w&8MTfr9TCsjM=oK4zbEc}rVZ=ebsP1!H zk?Zw_x?dp`fDbb5cPUTwsDegdx&Xaq;Ry%if0%aYtAGhFgv~7E`Bm%KVj5+|<_Z*}7nXkyx+vSDthDIDmLpsQDx;ZA9C<;sEYU2uJhLD; zPZ-OtFsbriH(DY-v$kK0D$FDQ2r5iW598NCEp@N{>lj4jpRp;kjvuX&)3$9;0V6DW z$3-}DVIoI{X~tC0+-C+mB9o|O;16a-T!7~XU2=zbn>|d+otzQ%g01@)u1XhC7A<@b z55|11dOl)|#4K96uK{q|I%+QE`N(+5QYx@2s6K%SlogQsIE~Q{!-!d^hRPf~ReGel zZ9AS=o+!eO1chEVEKj)qSNQd1mRmFph|FhTyqp2fU;~k{8SPXhoJ}k~<;ei*G^!)r#D_3xO5pC$=NtFI+ zt=jFLOwp1e=1lk_(2xb{NARv;xICmBH^ve7pLZ>e=YEZ%Tm_05-*P4&`IF~f_jK(h zi0Ec29W!i<+UY(ClHjUoGXvKC$Ct^Rr87nGz(#RAAJ9{&nk>qwB6*$IDW)=E4rxsYL+ zzK%D&3R`wJ#OX7lkTS+Uc!5~v88m(etx*gGr}D>!-@9gwk0~oXQP~;NSkl=j*rW#V z)+{~6WZ%}A87%#-VXm2niIKZP)-HW4HS?y?9#srU`Q;NW6@GZzw z=MA?{D!=}2Ia{GvLrc{=i3+nJ$uLj11@R;Dp1JYndGZhOI~diJ0RjwG3L}hGmI$6V zxB>Voofpinqm`sRg>mBnFe(EW>f0>1u^@{cukLX<@((oHDpSG%?avL}5e@RDQ<3-XWFkzr?wKIeiR|ef?GYD8wuHy59Tn zWl>L!>N?f>csk<2&mi3;dB1@k=(j-@RRc$0B46+#q(1JLz@^}3#x$qy`ZBv_*Q?H9 zcnb>f^lYbTpL*+OfqZotS5c4VnjAj-P4;RQk9uv`RjsbcaM`K$>6iRWjrEQ*>FNXR zjBeX@R|6MS)gu75VW;Wl_8iNyma3>j2*#)*T!7KO%FT#P;WTB3{s0Ewl8(2Ikggfd zD{bjPf^9WWVnh}1Y-X4-_L9{b@}G{vBh?k9b*vZnZ`SZ4&?-kH=Rc%XWnaY6hVUC3 zXT<}cQSC)6+g^XxU_qIa^>HpHOj2Pw=J#k5@xnL!hf1?5H-S|W^hexj29UBGa@Qxd zfn;x$=z__JUCjW-(ak=YbO5Py7U^2X&}2oDWON@k>%V_LU{tm8V$K#6WQz4xUOIli zK%8O+$@)x0j?zOj5mJKcp4OSCvG*p^ZPx{G5gEf zR(Ir$=J6i_KuJa+HiC$CQ<}8WBo@7|pRssOA}6fm$Tj5+@f+?49DqFH&8aV?#Wz85 zTfNA+N!K$~EX@#J8^Nqvhf2)WPsIF2zbrZ@wzpjv#zo^+KSH)0F^Zp}(iXGN0ID~r zsH+jWAIu4CkMb7I3jHF>4tFLjlJAIblguH~p-I#ra^(s1QmPe=^2X!@w%+Lt*%1#b z05-O>Tuul!MzkTDRQk2CG{tf0oy*Hpq9N&=Eu0#Oj{e zqR;Zz31LxESP(H<3Ev@tZn7%*~q1^&tfBL3)I@ zhjL`9MXOE*@&&Cs8+!D@8eS*#)f0WSPm&{}Psu}s6K$fem{f~^5n{(H;0?z{6f*W` z?Igo|#foLr3)bZ4h>@=W3^O?RX+Z*0kPI1VH&cGl%`^3u*wKI{3+eODbf~>ysd{;ZTL(`0=Y|%6&y+4|WXUYLKx1n9J4s6?OKt0sc8MX;_E(g~l zLpO6_-WtfGg7VlcQAx60jnzUe@SFC~Ud9LeOTJlB^@aa-uY%7&HsMZi-YWfYC*4># zy-3vGjn$!m*w%u@d6A!blH zA8#HRD#%cIz!|e2YaePwxz9qSZ^QhvoMW{t;)U+M>4JN;(tt9R)Id{sz1plCquhAK zAx=xUazxy+%bn0>1KMXLrecp={qv zpz2@)VVWwwLE(^vpE16X^U&lU;$RcZJGc$-dEeqEvX+&*?(tEFbhDl@y$({>B{ip^ z%%MQc(B^+nk6PV#4nrp5=6CcX+L@-n=#p`4Qg(AD)q)64MC%pUCml|w5ru+yr-mjf zLH{9L_DRRw-Tj~)2wZC)eX52AA+~m(6rjLOpQv5E0;V?w?Dy zlkw~GinMs{9@|fZavowh2&I4+0A2}xBW`hov9f?{?eNY$BeF+RPj5_nyi?Lk{s`7# zzR70Uk;m|Kfo+A>+Yx3c#8XWx4qTtIoDr}Wv6voEu%fe_VqwJXoL$RMW&hS`X8NA^ ziW|0=8yR4Z_H~5U;;Yr~;qz4moPG36y1=|*qaDb#9@xD>>{ZrH{|1-=I4g4^$<0-!vbu}+g zC94$MB+zxn53D-fk<@bgdaU!FSa2l#H=L*XX45#$hHoXs<6gm%c)^m69y~ z>YCJZ%aD?B`gR~+)cS!;TCNtkfnHAb{^Oo{#8O;Vt$2WTU>Td z>Bn+?NNGjGgTQaocXBi2EkNWljsno}=}4(PXLUtsb%L>7t1}9j4rF?ZkeD+yVUU%3 z@n?ivJ}Tj$0l?vvGuk1emBKTkaX=K3WdUxG;kQKoGVVf28+HjCQnGu&x9-bf4OVqA zHwN@GjW26AAsb_BPS|uP1wM4AzGE>{`5z)4th#;&b21}0pCT51SN7-(r~sYv-a?cZ z2dQY=818*gA6$91S8PMn^#^gSbNitvo`o5+bU0E9{Fy@pX{!X^K4?FjegR>{UI#y1 ze2qk{mJd)a&}zk{mpD7AY(lz=`&m+bblxTCq4{r-Hm6YMq(ksAz6eh=@4(aaaACY4 z=87-OeXO{Am>WiRV|rVj7jqmv0z(oR+lb2ow&HDI2EF!a&`SK2eEPXJq4~i5%eGwM za?IS{5VnoK044#cZ5i=F`Q-d4wPNmAx`$t`NFUXYg~j{HX`#N!0FP?}kRa{+(<0G+ zaNZYWUB&CrCsMx{7P)WRs&ZYdlMeo+lcW=|%cuA)Y^I2Cg*^7WP+zfM@cwR?j?5+H z>R~SP;pfy;>pZH_P9j%)Gw}s{+a^6O7Q9a_|5Xw~hQ|=dBx5aJS*KT~`Oo`q2S+rO zp-$Z;2j5V|VtsK|MMuv+KlA+00AR1LW}zO{)a^0j z(UnogP+tLtlFeKswMiYZs)5<&YF3qUyhr*~0!+by~cr4iGY@0OQ%?2?vP zUKYt2W&tmh@s2~UMwo-E5Nmyid&|Ug>7t)_?PE@6rw7y$J?IcYx*(iDjpXyDyog}a z!N*p1C#@b3HfAK2#9n}L2XsZP3hBrJF0BnTYj%)X@}~rKX+Rfmhf2K|e3CYRQ(zRM zHM7{}sG6bDpTeKk3227;ztnwfE@=bHig#d>XLd*zV)#_e-O)O;E>|^4$eYN=)VRtg1KMXipjp@;>bbyOId%wZ$$Loh8cYcO1U9Ym zrnfOHYh0_&ls)-!+b%+T!d|`}T3F0WhM=WKx7gsicERQSWNY6ZT9X97_s%gurzs#5 zW_%v3U!7>IJo>LwT5JA#$khwa?;z^#iy3m_AIl(p(~%hoqBu*!&sb7;#v~Q&7Myd! z?cW>l`2z4d{E4jChrVvip740ep}HS34)n^S?S&ZFNAD0mE4(FAsfK>I@d84w?&=-j zA7Fk2<7s$G0Ydml|5$_$tM2q&s*V`X<8~jqpuCg=wF>yYA9BEP@}AX3ySih$f0bm4 zK$`g+2>xtjzkycw%S!~-?5aFv6J5e*c(fKVYNt7VsY5*H^!)7)$@vzT@0i0vxZ4Wx zx?)^MPdV7Du|-UXJ80nqG2t+FkGEIW3zEP&ye;(SSH86{rVhA+PD}E`W{3=fTUsiW zyd)<-l`i|0M7UYco@mL=Xb25VXP)C4^4k9i#y&FVXO;H^bN~sU#VVRwN;A$hAvf%BdogT=0{hZT5YUK%``B+Rfm6T{kV%K z+yF-R_+8klbuMpQ28&`VWKaCY6K!Gdv>s7<&`n})DbL^yI?>!#H^_{}Mgg>W_bFIw;7x?*o^zi?xno_H5i&Cd!@ zO%sXVR*`gYW3Nm86GVxnzlp8ePDO!uhe1>~y80u2**lJVrzwRNzCZC?!#Y0-JX0>4 z@o)OGa>c*8fD)m-Pc@G;_HoUCiqfa&ZHSa@P(% z)yJPs(d&B%=h5uyU(m0GNWGB7^LxVE=la_$mu9bI2!>9BI1TY!Umsj0^2|ca?iqC6 z|E2}r#D-`!%jT*n6=!aWYR?cZS?9YXq}K=rve|;~fD3y)X+OrlNbxT+GpG>O%r>07 zx>JmrDLk(+Z1|;tA2$P2mb!>E?SB+lKMseZ#3XGKjvk<>i4NjXAl^U+7(& z)C`qbm#?W9v4mF{5T@!*Q?GzqX<>`j)>e&yK}h%r$I%SEa8)G-dZkh$%EA_TC zhwsDJ`Glwk>!%UI5*Km#L|Iq$Ai9w*Z(ar?c3EZa?tG$e)AmMTB$?NIAxYvr)HBr< zr2px(&Y(Hb3r||kO$fc-CTRVlvkrV@!@0CC*GFk>^4gm=?>tm>dp1NmwdsgwLR$mr z-PVZ&466iJd`CKFMhI}X-O#16>H)^BQm2=;36w&5>FokF%4xpQ-!@1!zk!CmLN%aA zJR4LSJiv)d8XIivOZLP6M9A74nEiKynFlHLOSq4A_M9mRK75dQUlEf1AOKc(;bBDb zsD7M72u(bWqXC|ej2$I9$`EFd5WNpvxAm!>ZU#)fM%yZ;a>tIpaD03jrO<9xFu{TuUSI)8qMHj}M8nlGtp=w@;hE>Ft!G_yNL0 z{Ps7BPEFsL=&3JI;3~7}eVn%wAn+mbux?w8iGRp~2jl(UILW0S?nF5B^#kqnp@U-S z>*r~wcE%B^kx&5i!z+EpoJ~yJ)8wB?ef)=mwhUAy${DBzd^Y|;8}z&=$2{rpTL7_d zp*eGrg(nEnpa-He)Hi-jBI~!dpBD_mI~l=nNUId5?0m7|ySnQ0r?pA0QgaO(@cI1V z7(c>oH%V#gWFsUA)<+P6Z>Sj5-PvW4=QiF2H3!%@jJzXZT(DRq@iIXDK>%C?ixP-Q zdWJdah*FX2j{CsC{$I=+BM9z!LonGy3-lA;bHVreo^x?f{tr8OAc%4N zDUuiWh~xI#f_|kuu7=Z6YHy(Qd)8gO+YVJq?-*Yjx_bz{IjlN;d+94Wyj<`e^YEvE zY*HS->wJ~AH*iW)6}5-^^pn}>@*5_*nfMe5AlkaH9LyY^+ntejm^~7a*mitItG62l z$@tiUMWy29AMF^qPWAi?q<%5$)tLmnrIn|nHqfPML0hjxIo*ZxXR8|VO6TE&QfH^; zX?qFMH?5s~j(^$DsspwU)t*T0uLtl}=vyimrHbF14e0IpE!ms_EF5W_H2yE_U64Q9 zQXlfC*%jg{8>npk<$REUQ%7zZsur zRon@Ccvq4%J-9nIflu3epzWDd?^7*rB0m*Ei9qFJTt;9}rB6EcFqQw#X0f1B;V5lo z_#I0WYJtqC|9_|y+3S4aGLHd%q|)#=xaFA0kMVA9M!hGL#P7Zp8+YkexSrQGFOi5rG{1ISwKfY@ueq|^36NG5teyE znW+w@Y^z2I%MrEP(olKD2g>KF3ZCmz+oKFtjYFx^#k3pdO0w6wm?avXactqks4*Yv zmhgJ*0#iHV&n|^lLlB<~h@E5GKLp}R_&4->_V9Ix zC0_4>1SOiwg?2k>l6^vGp1Z_V>T~bOj$t3%!&bT#)%|CzJb?pR@08SG!5zvrkyAfT zq(e*HIwer-XiKJTEWce`?@Y`9dYNokiG;0DSj0i|ytkYD(<^Xe?3qMN_D5 z9m2C2PXb`CWN2XKf4BE#*M1m)PoE&RxMv*EYyF_lJh9k0uWmsBB|lS{5)#5!bDVx! z)HGiwo?@G-ArEUwP}CB79)B_Qpz2F+vKm6{*3;2m)+klupm@2h?^V5u6HL?_7e4Vg zplUQi`1eaKV(&^{MuI2@5XlDbeKdar5wqb;M=&;Gx&QKGAwBBG2KWo>0sY_7IAQ5- z%9ILn^AqiAPjKWzvt?7iSpup2pMP#A4m$cvDq}Z8y(~X0guj}J!lJ=tL3*9(hdX4q zTLg<2Kmd?7lp^b(_dAIlJ%V)#5IwOQzYOs`QK}{192B+_LKyxzX*L2GdSRBP-(@_` zvcDfx0`cicKmQ6Nu%!lg2#D;y0>-+o`)%tHrXkA64dN{lJ%rxKz8OUJ+83B^6b*Sa z<6h_t+g@XTVlrzdLOy{Vt2v5&DIu%}bC3>vV$PL-y((IPHJJ<$?(-bh4%OHs3xhc+ zK`!?c@Qdu+hkY2}jiUi)$vT&yyq+K)M7m!UJqU(&;ASP>BI`+wE zOVNuXGI+PAX&4sPty3~pIJ?7%i>;<|SbMb+p@{7$6&5Xk6XFvg$x;OEU> zHL>rN3Yj9R8$x{V9R>qX?5!@p?MAhZ%xUwIOdviFW*asKh74n981*?ONR5Br){a=k zsNs-m<}}@ovq#@$MRi&*k7){7FSd2*%fjwYIyqiP-T0u9iZQwv=q$7}eyqwybOl+FjeL9e?il znkel#y*(v7`}ru&A^SggU1H+L7fRBlKxCS{QH5Ko}y+D5;`9lcbr)CbL?)&8Z7WIYg zh29GsvV0}*4Lc;irFwzzjZd5FFWbi?ddKsH5`rQvIPtqBiH05M+6P;oOR+!)2DW+K z+ZvO4B93qm5Ypa2*M+S0S6O;NH>I=sz+Z{pN!Al~gSiKtExZzW;*41IFYVLa{_t3M zPrilnP#`0LO>kNhFsAXu5`Z9qK@EZ(fYkI528i7WIWn(5k;O4gcNNQqmpB zMIJucXLF=$htfr2g1~jQ;B*3?^%9!(BANAKT8~xD4}rD_X`1(<*5-05lm9@b;fJKz zf>V?}v*MY8VGzcyhP~|9o(EqI{BMWMW6`Iv9z%l%x=bHD?Fhl>iV7;YT_0>JJ;;3? zCM{Tf9wKeOkYV&OOBB;1o{T^g(!-YQqC@<3qvj~yO@h&b_R?Cp`V@t<0d6FWR^4e# z+ZfykK5kgRz6{l2YajWBY<5T|Wvteeb*->(-D+mM>}%>69`cd|WK zXgv(SAeDx$D{nUCLjpb{+?X{Z+88|pg8Jdd+cwsRWoGDqN}~PNiD3zQRsGc0ZLWx0 zr!8G$h&DBhqX8a!Re$ZVU{*s8yb(LC(DW@Bbjl7pELI4lGp-Y{A;-c(L%24&IYW~1 z6RwjeA|&VfbXyiUoyoy8m|*br-vN$nTnnfmXqq4)&3VGyo_Z=&F7gBKOftya^ZvLK zD>CeV1?>3k^`bP6hWYNgwD9Zovj`0RNb;64!_(t6h;Wc?>ge#>or#gK-UX0OfaN09 zkRmv!eqTXT)JI~PF1j&VX*%ihCq%~oEIEW#{QrH3yzc&{^pk#F{Y~#@Qjvn9+FR-? z$t&^5OlL6PFlY6Jf1)}`lbTTRg?=JV5Fpa4Va9IMujzIsJ9bb}DhD_lj|fb8Tu6?~JdDxsqB%t3l9ILQk7cXrIEwzD=Pgt1s4(;f#JFCZ6INWEA4sd+_sIV2E?E zBmDB;%pc*1MwKNEKE0#AikRJtFkU^r)}}q(iZ_XCQhcT+5r$We9#|gLH<7O0I|p)$ z_^abp$16!{_p)ALzOtraAAz3KHfY?hqmxsVMp}gKq2fj}&qm}JI0!>x_L^u~>jY1s zoKfVwWU!Rrnb77?tFU~Ko2c{SP~sYMvv%MfrTL&5_>Af=Gw1AW604MSuI9-Y ztB{#psSdhDT5iwFs4=>lY9bGqv3VM6K2$YA0+Sc3UHILYXYiIi zyv25mb*&c3JR~qtU{Kc*;>Z&xPrGHB>7t_o%qmw)_V3BY+p(o01 zs^048a9ii)6Sh$K|XGdOYVwE><(map1)o7*n zx9t_>8II1-FE^ohfIF-Aq=s|r{ZX^-@lR3plxt&iDzs6oM{|JsO1M5?An3DeVrOvw zGvbM)(H$t5%3-~{Kj767T$9d75TUhv>DDRK<1(B?DIJT)=Q{4`^iogMpya?_vUh8A zG?H}0DIQ@Oy`b(YRkd9Ghx0vtW+~PEa(HF&U&)dZ236Ze5+04`;lJY-rxIRwxw?bT z_jedM?-0ecPMd`HqiN~hICfIT z`BtJH%@pqH249KolW`gy+UuW&c zUBh`AZDe>ly4n}05T=FAYqM`>O!E)wzt+p;D#cQ91f2gLhtq`cDEY{*gVqqM)TBhI zg@$j>rTV@Xg(-mrA3MQa_SRKy-XtMBC(Og#e@b0XsSb*2q6y_0Ba;i$ZG}mQeMCUcdziCf^>4gppw^pTpNAm?Up*5r6i-BE~NMu*DUHB&xp_e=?5gkjdk^Z zk$iCdZycllm*j(k=YN^uv68X!vU2?&Djs2o9U~Y>921kcg*!r z5gaxsO8g)R@KBIXTA>ZMDW8GUOu88dqrhbD_aPkM~i}*4&&t z#c&r|5p%V+i^bU>e;PJgC-~|RY28h?2cyYv+ygI97%Je6ZjW#IB_(FzsWiH=f0O%6 zc-&CBAq?l9(&<{QL9hG!x?6zAuMfOconV$0SfDt{Fn>JHeK~^P+F;uu$+DyutDFi- zv{}8#(k(|2eV>+#`J5;om2e5s)jT+n+4JvPsnBb!Q|!x5l!1xNvV}AMAhL z$W35o_PoGyq_xqNIR}YbfO*M`S@ri0fBZln?m`&-=Z@Jn#C){9IKNSiz;1MJbgzgL zt+<^irZS^HfnDj1=y;ChvJzf?9U*tCyS##%J*d2L(zaAgsVq6llYsy}A{e}{^sSpj zGHsh_f$o;*($Es2*jg7!(N2)$&^hVP&lPpmn+V}8=0*Gy<_d~?|I^a(Gm>ckTGDr2 zVgC~0uE=HM7$G+Ttrs5aS3UICXiY|ndz`CmXosJ|%iXpmyWK^2S)J9zka-!U^b^KY zBb)c?)h!7zvlVa4C$m}BuG@5Cs-ZaBT~9prnXxr6D~kf>JYk+53T_M8^uIIBA?RaH zZ%`}&ONLY#cY3+_ctQ{JEvj%NgjTOtI82SIF*%RB$I(R_S`u9;V^wn?L5_lg5@Oyp zHb1R1;{sipt2>?|_L-drc;ak$S67-CBnEpu3YKKs8^x#dP@yO_SXdB2$fY?;OD%S#2Egxy8&YujkutFBx_c|gIt$3C&f<)4Z|DE`AS<#Y>nq~*7*L~$^&z78aDjR{uK*A zK+aI6$TWtW*Nd=vSu{qTwp=(~N;qo?p+D~ME@0&SAq+1&)%U9ejMI8I0_(~n`9TAS z`NZc83HA6Vb&(u8ptShjUL3)V#kGYsUY2gVio8Fd-XnI4ry9GPz_wYturiqNzApaX zwqE5m<*u$rG9o?{;EWI2*%Wk2TfaPRe&GiF3NnmZbqYkd4e-VX|GV(9`UeBfO~*zD z3a~7@`A}$QLh*~N9W!XmtP!1nG2b&xKy_;7PxP;|8*og=#u|6ws5GfONpm}t zmjzMt+1P2zwxmouN_Gtr;QRsOoEDQ9{rv|0x7i5L<|gmY@YlDocZZ+>NWrdz@=x|o z5e0`8uS>ys+=vLurdo%P;ozmW$^+ot@6uKas5*oe6ek;ei(kTH>SbCCjwb$N!uHBe>2))zsq z;LoyH#n30qSF#ECPcdQeXJ*Lm6j1;%UOvn%kqBZx4;Z!~Og}+j8F(v%Yts8fQ~jua zBg#PitirbOp8^9Cf9xChd0b^?7bLGjJsECt<|Z&Zb0#wAyocY2vS*n@&I9dGbNADP zmUK%Y?&88?ELR=~%@+Lx!lwFC4)YF%t4>Itd0J7fnn1OTy3l7c!?`*Y!J)bZ;$LR- zxB2BJnq@AIqlmOpH4+N*c@WPE1GuuqmTsPb`hmtT5C{i|Lv-ylV0JW1s5VSse7b?` zXW@Ir2RnZ-oqvnCiZN$g7U@gv+|HT>;$MiJ+qH8`_C@`NRD98UQvea<9B5r`L+x)L zPg7bnKIK!|d<*uI)KR{7;aq*{g(da)k&O2WL5}VB9L*oq!yITpjCNMI0LDNn`+BP9 zlIoJ&==-}8mw}3~yo3B?KfXM1OgK`bD?W&N7(@{Ae=2>fjF^T`TGXST zoG6wl;yv|kJ+?3{{Y~5h{?z?G6IxGbUS!X_^S66oXPM7|bBOa4f!XA59m9$BHS+YA zJ-C5Vp8)FpJt`6~%U-a8^xtuqvj#7J4CnF;#`^jO>o$B^1`_#38M6k}RunGrczNHPvzMK(DIOiNZw#{wZb0G9U?w0M3mU5Oki@My z@b?0FB)u2$IW@m$pYP=Ms^kQo1m(kj>L;$eX?TA|)jf}5c0DaqJ%LU!fLFs?s0?yf zuq>#{gsZZ7UmuT;{N6M))4R5{y=^qcJr+8(n_0O%j6`+ci>o5WHgk{gO%{u(-c4oH zsOb{Wy1rj;@p&zRTi#EPMAvjrIp+sZ%f+A{KBG@8DTmK*CfT10J|9U6U$;^LmLUN( z0fExyEUngY!f1Le)M#2Q)S$4g&m`vU&;GYt*}w8AW1Z^d+RZj$IOp2v+PgJUX&yjb zTp@wSlx0dVSgxZ0I@yqZoalH8O^sfi8Q3JS_HH@eK^BX~NDxQ>v*dYuQ@ zZTOM-; zDW=TP77&p)@+aP>-y3mOjhWLipAfmyA*L&2z6j>)@U{Sxw?$FrLm8GI-ffL)^y{`f z*<-h{p1rwBhL6vsQ*7TROtIv}065YD^20tD^f1mcNW zzB$UfFTpk@AI!h?;c4ImKe0 z>{p6HGQ^=*>6J5UMVkXoCamdf<%wm@>ml5GzU=Y^RzsxoK4eSSDqw>Ci%Fo0a2}SA zD$GF0K!yBjg1jHPJX9nRh_N9-?Uo4hhS;JkXy+62wZGxq49X3m2;vao0J) z2LOb{r44w5qRZ~QJ1s#4uRp>oJ+J4BCKkYVt{c$PxA9Uk^QSrH11Lbiz`Jbt+YPMj zE+W5nKzN{o#$Pi_?M>@$EL3)G;I3~-Am+oehF43CDoqj(=poryH`XTOmACYSx|Kyi@|CU_Xen5DMiiZNt6zot`w<1kB#`KRza*F%KH=OpTP}WO0 zCP|&>%IUsx$2@9C%j>|Vdy#=c$XQkavUn)n(P)t_3`z)tyW`*1z+mXNmH>cI-e!~U z>?-BgQkjOJ?pxX7z>R&bcA(3H22OKZ-{R{ZE1z?Ikp;)kgpC+T1JM7GzR%}q3QUYNA#UGAC^C33#1~9m zZByf=2ENFh4;Ka^gFr)(rvm!y7_8kFMs-(+X!lT9*jS=>g9xIUqmsLD9MtQvQ;kmY z{bC#!@K=sh9_{itb7rhIgOp@)_4iimL{E+D;Zp*t?o6S2( z9hJg^NXAqhJa4{{!{=c(&beRk>8?|F{k=2~3vpfN6-?@loxc(7bM{xie}=CIa8I~= zQ3$z=kT_poy2|#cY8a>{fvfvpX#q2Y&wFUhde4eb zJxp6bE01<#j#UqkcTAV(+cNFOF-E`Ip)x77Wr=E`v9LBsC#-D3-q*!ci5zI`K60nH z3xdb)l}*F@yrXsC1=H@KxV6Q-AvAUObx{*`7ub0CQ{nt@vD$@dr|r0QATnHFJpCUR z&JiKP-@O_1P$sV~MNn=0(LA|>RG6Dh%cmDj`|09(Y zMqc;{Ggu>zi{VNIS$N)tSd*w;_*%lA@s0{>`pgD?B1*Jvn#c8up7o&PLs^eeMHRpS zrV9_pkiCppBZYwlFmaqkK&~A^!%4g~WNR%7k)<3tKWbu;IfUlpYDgv&24*)AUGv}U z2~@P2j87=pf{0zJ4J*X|davX>==G6kRH@XZ30Y64KZP%^W^_ zm8KH12RV)-vd;VNCz4)+%Vru@LJbt6vnl<>5{Fb^ho*51a^mqemHcZaX=DmZXx3yHLOn_+g?#ErwtO2hjqX0xhA__sEwUTXi|} zPr`03*FUnTR{Iql;K8#G{m=glwO7dZck)(OT(#GB5_u0v7D}Rv=r8WP+oX%Ee_%*1gks!9XTX>0 z*(W4N;evkDAf79GyL$i5`j1Zu3q-}{kwNj6EU^_;0GCfI57bCVj01GWiOw)0o&FT# z;zD=j$_@T835}k?!$rVp%1Z7YGZz_~ait;ltjorQPi@_968{KiYg-QgeMpLxU3>nC5bxL$JA>(B3Z!*P`@L zl^zTzBn&8&MT-!)7_Zx9P7Ld_OizhlGDHSZZeSRjDd3P6q7LU^vylJ!&d?0=zbp=Y zwBui>n3reB)R(9hO8TC&1zgH+mpt9KQ=b-C`;RK&E97^6OtgbJYSx_>d=2XAO9;;* z@zRW3xP9`2+Hv&zy7LRU0lz7e0!zri=@J8ftjf=jLct!PBJ9^EqlH?F!lm(w9qJ!W zaa=|4a}dSBV2{wCFVV_C{DQ=tZzjo8^~!swxNz4G#A(k9#MzFoM{wAfHX+(SZU z4Wrs8yHhqK+=TC|7AfnQW~#>wHIYbx3-B~V4E5v+s2=5Q>f{%@dxsKz9hsj1>C#H2&ZJbZ-w;|?=krx4ww%lOQ>glyP0`(@GRW3lX9C4~?) zC1*u_oLzAl56jHGARWFe@7P*vk}NJgj%#I(i%^K=o(H1iG>KFpH%eWK4CD*L{O8eA zgeUzGp_+=s3lW1oLJXte(xH|<6{qLR(<+R2+!Jm4Q(xRY;(1DcR8}A*ddwxcWe*E7`$1RqD5WJ-C!}mHFy29zhf%2c|Rj49MEisRP-L!uHn@FZb?= z(6K+ly#`FzQ1fWl^o4aXV34VZtv}?+?FSQC-vE)LSyYX{j|wXPD^A6X}srlTZGz)5x*ba&z`vA z^#wcM5c$jHtsE3Q!)uq2+ZLn+o@L8=H@2QBD;q+OrEmIv(F#NBVnU|Q6%lmLjU8E`xeDgqz(*`Q^8E1{8IRILEg51+PpWa2zWyVg28Z~s zAMjac;s3Xg&8)D+k=EA4Fe;2Zt$}5j9KXsQAv$rwv3Bw^IU%rto_);}0d9{u*UA(TJR(~mZKj1w@7#y|+v9$>4E6KHUTG|B$O}mbby_os& zB+?eOuBaDc9&JcNSGPKBF7em2WwXE2-kiAJ?Y_?HjQajIJ8Kj9e5Ot0u;fjqg$=Ni z1eC38%%r_-5RTFc1G*_29uuSkysf0po+=r1yhCz7x9_R1WR_^idaFZkAY zLi{zg&-`v0-oL!qiiLFfoFFr%eX+h1sC_&B3>lw7*C+fB+RiaZu;y9w(>-n5cK5Vx z+qP}n)3$Bfwr$(C&F%N@-Pn6$|BHy-{aRJ0vQA}2MVymQ<&Pm~yU=06nh`_B2Su02$#9 z?vtL5p-)fsO9fygz$#x_aCiz9%UI5)GhZHqsQJQlrG`)_3xK%;oU299hDEb=Nipe*h=>{4%Rw8 z5-e4h?QX~DT))*PV7kXCL1<8W$Q2&q#0yAM%1Hw8W{7IEpwQO}^})>W0@kl?%W$HX z1;*f<5TPKWaRhGON#&7Im>puEZFTk0i$&yAFI>O_edC>LxJg*qLB%YDfHm;~;$kx+ z4@B(`ZwdaYjc$x{4${&yOvpxnH)YY)tNEuwvd{{4qL+sq0gzHcBduKjH<673CR7nb7+N$I;t4MnE9T=6QpTWZu_OaoMrQ?Q-ekR0?%9wLbwNqUTO?G zfQ!hJWVLP*J5&+S^O2pE1Hk}9)U*_HLcicFq^9re`*ev=tjnx^!EiqT~ z{hecwIzZFYTcm&ly7~Q^+`J=PThcCUN%+Dq`JVC5o{S@LaqoPIAsCT>V_&+?43R_D zXt33)zidFI-PPYUcUFP&NFsl^`d|G)g>Xf}Ojmx-W`c*(sZcwqqJ1E$z~lgQTY~`4 z+S;<%Es$T~wz9Okw07IUOm+J^Xe>Yg@xJUTKSRbG@KbV$Qh*+yj>M-K&KLF;J@LtG z&F`3vM52+8qaRw`CH!QRhd@e6eG7_MHDbiHg|sw(V0tt|DTz94;Tm?f&Wv{l-JFj5 z%3&B};Nah!$=rIN_cO05w*jdSxLKb1jq$EIXfwyeN5~@u`YlIp2Y3WY^jLxmI}s=# zQ~|a-G(~?B=xBjd$q01=GfWcZt;oV4OUdn$djzHr=D6C}gYk*3Wi;PVH7qq`NA(7= z%Qtrm5(JbVw%~!M;RpF|slE3@7yUluuhlk7>`AW)sZMaZiOQTPsv6{wu=#$&JU(q- zT}E+<4&!UX~R{!g)MBxk_=qlOu^w{tS_kLaWfuuM}TJm5J{4!$)jC! z-y5e0>N%MsPu9PPt3;R*LnYq?sst3U?}B%HFeo6mPQK5Pc+!whLg)y>ys$=-=S64A zWeeF7maoL#`o$UEK_e*o7g(@5b4AfMqvX^9Inh}@%A(txc>EBlCQN&sLSEvN?rrFt z1NKT|_L8T;V>YP!vMjadZF3>qgmjzL_2J+$x0`G~ z5j)GUZJuJl6^Yf9>RtAkV(NDOXr*X}gEDl*gIM7b#f)0UouG$)uZ?H#%1)^y znaa1Jm5!8I8U<=aV&`-_U7K6I{gm9a?%7}=-F^th-T4Sun4sBDv)yU^jBOless5tI zS!T?=q-)x>xNX}n5N9wy!Lp*oCBR`m$Rqf*?Z~64`~q%^I$qN|Fyg*8`XZ%hDIK->O3@M zl_-2Cm493DxSH-c9z!P2KZZDt-U}DN*OFNciRLCvDu*8VJ#eX|QvViwj-!?$T8z{6 zKKho`dC}#$I9eHRttX-sWpDGb<{Izrxi?eW-O)I>@*X*C8|H4kH~hVV3(oa@Lt3~D z$HhtO81?q+UxS z9FZ;U)H~539s%xrOy2W+tl{gsc8V^ZeaZ?>4*F?2w`kZ1sS2?tqbJEn`ORRBf6X~i z!Gqr2CoCW%WH3Px6HF0>rn3!-23Jk3tvzV@l`TcVDEqiudLaIfjFJppx?Mi2-jq{c zUpPX-x+KbwFG;UeUu`Io%A}=n*Is(Qvg4m|=)Uvo#=<^J9^QrXx2Mq?yv~X{O-&kzN|M)9*Wk7Mk%daYgycY-eN_$T8dh`xV@t5u{~4byg*Ab4muBoCMFLRXNe?*dA0L& z$PTGV{e;WOuC!0LBz*q?W5dho<+56;ce$iG;obw|aoqH}r{XB5^S`T?&QIw!Ix-lS z*`Mjru@}u){jOg&;MYu#XWF49hlwFa_k|XD!GuP=Z}xQU;QPzY^y$~FM!+nqbeS}r z{g{baAWvPyrU~JRXL(W*Z(T>uomw|Ldt)%5f@YpqWoM+yt5i9) zMKkoY!c_j0Y~g|b<}IXz0-)?QhC&lh=kDh7(UBGCIAh_507}1#2}fDTIZXNxuCYA% z)$I*2f(2EiU{uW)2E|rm;jeNol04>vAjk3Y?1Lmn4HJ7XE21Ipn5fO(V!}xiHz}N_ zq-5n1zM5)z3dfT_#*l24G7dX;Tt6$Sq(qcP_33^R2QLcZ$VCrn6XJ0LL51bi^x;D_tz=YRrKt@{%LNctDeBkhI|dwg%? zX1s5)57h{SWC%$iz+t2p(XQIvk-N^JSU#U2t<6#1r}sWk^aT8eJfOE4iFFoVI6yET zyEcIbE#LiJjl)B78MmpMotvG%6_T`rDkSkZf3q7d3Yf1s&LZuOTx!^QNNIi2EEH`f!!N>bOPWC?@=gPJauf&yws z2J!J~&Bt9{u6m~+^%I;vI3IN??1s=_MNx{96w|Beki=gyZ}zg)4YLRwc1dSMIqy`3I~g+$aFT)l+xWy6Jp+d4RT#viWKF4j9>Eoy zsyAhNCZ}Lt@fE1PSczN89FdXHI4`lO$(ZH{KOyuNCYu*V5>6a=lV+d9z%>6X_5Poj zZ2s)NdFn$72El%vB|yUk61XNLJad2x+A0(D=8Wnu?HPqDPL(rCsF3rQvp*j>bpv(Y zv)U5fjXf$lhaPBZ1&AWfqr#+Rex>MJ?yIFiD%fLb%1VWsC1vc#=ztUkv4#r4+ z$kkceSW6Ql(3Nj;8?^+;Q8E`6dZs0b16NoIyyOtiZ*Xqf&&~N8uBN9jT$IFxMqNZPl1r+1wow%oPkOe zff0eG34*4`aT<>j&>ie}2b=hF&6I&{%SW(TVnPUb!HZiMIxnYVHjc78FnaVxSgsC7J2xEXoe<3LdK7r=#ahc5H zYCBJaLfP*Edt}Yp5y$5JK7^|%<7x09m%-h9-=AGU?M2JgFc?EQq5iVP?)XM0nx=G8-@7c_HmWDti}1}R z9%=y}Bv4DLo^q~2uiC5Rr0L%NYedapL%Y8)dMyB~En--@nCno#L+DDI^f9vxGjTHI z9Vsbtpa$Y@`S6RTf3u8btxHI^UX&tVc_POX)z|n)iN=}Y;)7F5KK=r^xf)wzzdjaPkkW%%B>^z?$0LQT zI9|cHMc#P15I;=P{~NbM=#T z_w-@pIIS|aM)nLadL8+nB7?PaC{rAGn4rAoE&X9I7!RB`*TdnBhEAJm~LuRIllxP;MAnFT> ztsD5&{;Mo=yfdkDU={3OMI04dn_-3YNHO_qz0M8kfXICU1{`*D11v#l{5)yY7kzT|#nQ951Il z4{t31s6>if|D#wwl($C;;3hx@4uPq$@d$M-w0((ck)&o&J03!^*q>A`5GOn@Y$Yd>jsLCT!4K>61p>%;lRb#$ z`B*2ceJH{z@!iNBc_i=>e}V&bKV=t?F)00cU;P-EMcg*9cdu~MTF^i<;Re@wa+S+u z{X^SEUv-02lxEp6ZF_{)iSmmM!*Kc5(1LvVT21!*(M?ZB)(?!2S@^QV*||Oa4w)1u zCNrF^@wc-5!-v|D(2;kI|5pa=t0z6>8~|a_@F@L6!Z`R?SG@GkB`_q52;p<5C33TNN;8l|P z8dBM?oBKu0!(g5%PVcI?3ceT zzcNE-R}u)TEe`mWDceq!a|g1xwA9;@6v9G^+>XgBNK-MJMCx{RJ;_K*X|aJkRDa z05~0J^-{4sRf_<;MU)NDvwA5E&LW35g>A|KO~E$dx|DKW!FN^v)yV9?AQ=h*BO;b1 z&BnB@Uivk7$?#x*X3L<ac1R?cZsjBr^bG!KpYu_c)GhaO`qSkj`YSMi%p z?w~FaI6lrWEmw({{(ifDu{)vNM7ArTi($!i6Agwv5&AR*#^Ciopeuqm1C$}=SqPRi( z9u+n=l~hcl$=)W1^MKj)=B>S*ORcAY9T6ffWzukXB3B^pphWwAplhKf8u=AvLi6x& zljm1Xe175X?8{W&*2@t=L}Oz^yF6vTM56OxaQLA(z?hZCSm7pNq28R2i}B=Lq6Db> zJOiwSx;FU*8T2P!K^>gyxK57Anu0=n+s zLYZ*2X%4@_%!S6bygjcuwuujCmjsf^eolf}e5l@1ryz|lsUPO!<~Y#uzq%Ol{{d>u z%JjcyVlw@Agrw;fR=609FCHAw_qWKb{~r!LJU;x{Fo(0NGP(P^uj0mAd<1=Qd2x$p zJ8eaS%xAp_IddUAUOV3NCIvb>!2$N+xO&<Q(=Lkck=p z53subnV!lS9SSjk2L=57&CwjJUMV8JsB9YyT@k`LY3R2bQTa$G%xXX$=kQ8tQ8|gt zUF5i(D1RLdtM{?A%Y~lez!DTs%@l)woWaOXrW?_?q_;oD@k_d>XWWVET=+0L*6lAm zyfEi=cxui*nLhwo1Q7jUgh=pQ6=uq$$VfsB`~x9GPT$QB@SCjY!r)(Q(tijCK6^)g z8&?flJbG$+HU>OKHdbmjJQiAJYG!5@EgF7HBO}BA*8hWh`w#srv_Jgs%{TcbsJZxGtQbvYmdjCVKte*WpRCb1caINw*@yKNJ0f zC;e%#ar{9B;?dG5+M8MZFBYKq50_o`2g}aQ4Q*s?_z#l$KLo)4{1Olg3)6oBwk~K$ zxSS8gZv7CQ5GG=EJ8;J_hZ*dm;#s@WTw^&PV}Qg~@Ob@mkS3>7bT}U^8AY`f7OXEE zszd>mv^KT09vAbwU#F*YS8;H^UOsLn?;Q;J?>pScK3OLO5PQDw=*T}QDG1|@VzZ6Z z^s}B}w>>>3CeBPhXs7a#z6ABs_OltuC+!xwfR5Y(zdN{Hjc-37VPbB61>zd%3H}}# zW_-9Of-?F2!Uu;mvJcKfJaE!pe9hzYl^*KX;u+RQOFAUuolunO2JuNd`1}=6fGoA-{<|cJsSl)!q}UWYTa1wCD&!+cH8>h)Kt)u@b+yGv7@;mkzDU*)BloQssAjDANC)Ta8 z7tGfiu<;LHz#?rsDEC;aNY`+lU1Yo{L@aK}yeL~VtaF=&+6CTlq%M%!MBZ)+kmEfx z;~(C=u~*FZP%E32}N}yS^g`w3IiFv|rq4Gv!%vSCO@X=aaJRXsT?Z zr&~#93z~bdSB;Z5c0JgRVH^j6pHKWaB-y)sR%0*p72+L^e4WSceg}h}#;tESbW8Hs zro>z^KSS*ZsBTSTpHL@%#&PJ@xVW{~C-SwOkUVn&3*7we4{&U5MGe9H8SG0vZS64q z^TYgkJnE-0nGVhG!23$nMPpk640r6~>*uL-40K@forQKG(z^ADemH{cSGmZoe(aOE zJ!ThI^#T_fsM$@$5wfsPM)E5i^a2mi=eU+FDvlXq7G(M`{ED$_716x*Nv^*m)LlGi zcx^k(&l}yi+yqLV8o2W-(e>}xh_jvk96-6Vpi>AlLd}g_{f< zgqs{K$KFWB&*LzTyH-w=JC`5c+2W4ZJKFpSs9wGvZp35lJK9AfCtryGZ97H$LwqNo ztDhthCtJN-pfN7p;Nkuk;*8F{TtL3+TQ+?mKQ4geb$bPEK~?GNguH_HeH`gsGI9-c z11x7TfiX9eIDhOLk{srfIYX6QZcnDMzD05` zVzbwZ`6}2dO}aiJ!j=ATZoGl4w%R^0V`Ai&OV_(q)Hkxzm@Qt>V8KSTiXFiMLATqE z4lmxA?ku{7^1Mr%nxRQ;?q{*^p6qz)ujZV}tyHF;$k&^tzwW7C6s_CK#`q|`DHH24 z?k9|J4my&B9gARNq^YmAh;!ah`amY~KMcB-C&M=1Ybn<*h!fXIZj^O760Dc*kXnRl zU<0@`j!SeFXrad#3`H`A{XI?dG-O-|td90L!jtwGnuH`syp`L02rSWw4HIpopt{M` zrRDlbHa08~?4;PW9QvGU#-3-zxQ3vMzN~70uCG(-jCVd`c zq;C99reB)!QZakl!E7}i9T_1|zZtTjl}~xee7C-6tZ>eLTQ!2$u5L{3^Bk<4#EZ7j z=(c%VpA|wcgS_10VF;_4aF-eifH#Mtw0=3WV<@^Z;h`6qKW(vPn}RCU+;eK2W!JrM z2T@HY7ltv8t8j~%Ic_^mpz?w_38Y+M9+;P$ELirLi!jAlrKGknqq4Sy#YAxbB768G zd#K#f=AnmdZn~~eeJ$wMrcgA_5{s(3cXwH?b9fQDW^>Ak6=G7xk7K)|JdCdNPzctd z8^o3pK`2o}EG9EifT`j6qh`w#2idd9yonn;+VuSLw|ME}h2FMUjHG3kaK-Q$e(A~U z>-JY$$|E6!JYP#+C|_V-D%z$+RDE1)DKeY+?G>Z9aCZCTD;BsdAj^GicZ)Qn0)#AD1H{lp3i(|xlu6IK@DTIkPGDlz%-z0DMN8q#* z6(+58lg1=*S5qu-6LU6m2RqnxucG;~AZoAU380I9;Q(6Yt`#jdEAGvtT$;(w)uQOg zz)ao#fccuLZqX2{f`Mc)@?%^55G+Z1g-wB@TpBd-wJ(nlmRj#7YOAGQHxystHs zC!j&JGd{|kF&unPR(6WSu#au2S@l6+S-hO-q!}xmMAMbnvHMjkLKb}!_H06MTb;&i zeK1huZw6u=G%eL*vjHr{4=*%KCjX*SZLD?_kIJhHj06gp*o*hbU6aUPUF+tNXY5_gyTQ5|uOr?FD8Qreu!RP)A&APh{xBm{X8{}3^g6G|GjgO)}>dwc6 zvAc2ib%sI?9tYR(Z@M?a1?O4BCNurnU*e7^+dEexD+vsGWlq&zfkAczl${y5##)df zwDb1dm5jDP9JQp3W4VpP!*pcxQ@-SAZRm00i)6kK6_2B=8AzCHFoeYpM8hf*u#w|$ zN%6%2%_Nxl)Jk#^SCv@ScU!TjwHQVHZC?;05sb9)Ry?M`c#mO9YbD zX`M%)q$yB4z~yumvP$Ff9| zKS7#Mp|7GybLQ>>uKNF`DoC`jMVZ=c$}pD^Tx$Lg}TEmYB9$}e^RN=66_?S2JZGkvsg#4GpHMneA$Y{;6;(2dBn5@8iPth8DXlTY)m zu$TqhGH?vi4Axg6AqUqZSU=HGhMFRO=deLp!jO7In>j>3q;q1BV#M)$>gX*x6pyRJ z&f26Ip&=6+Mpe6wc@UAYykohO$*7MbM%<^zqBVOXuc;Z=DTB$nlm~WD7JTN&ifVkgKEr(>P=5RtT8DW{LW=U?DtF;Neb% zX#O&yJv6d}a^6yYZUEM)rp4+^lkAc4FuSyQAjDZfUOm33O{X#Y+RJ%R!q!cb+fi^f z_vaL$@y8O@sOQe&q2*cFfBWTcJn!P7P{%WfILprX~r znowx-B$+h)TMB)c5Ar~ zKaj{3c`np#i9c1IZ!l_-@^B;^)KZazF6j2Rr%;F7kiVFh7iNC z+K))X_c>A%DBeHTQI+W~&Q3%r|Pa{iPOIF(FG+)X%If+^<@ld-KvM;yp81r2{NksLy*a zfDDLs&P^6El4TSa_%A43@wA;GIqFqlH#td$HdRaqPHdRZoD|@T^Yj)CUhQG>J+H9d zy8)wHkzTnhcf#?Z|h#53slJllJsQ{0;Q@wMsd=dH`0wW~#@y%=V z3CX{uHSSl9Nml%>CWdPX+&l%GS2npE2$f%3z z=l@Wa`5>B|S!V^xnM8E8p0|?{C+t{=t2swSPSMu?PB8{-zyO=AQXNi|hd9%zv9NV# zJyY*Lt&I||=;jh2*w?Ku4uERZbedVPBINIw)LHBz{h)!EQl7K3L& zT8~s&BCY<<5kk`76xNLX*3p^13A4?`-Hd2=T3#r5J+}xEOhiZTL;H z9IM4xw-Ku_^#MXw63I~XhGFqehRylJ8BUe<2xXykL@)Ik<6cHRl%vRCt3_$m8g(HH z@@#5(tD22?z5IKp5_#mub@6NwFz=1=zUpF&DXQ33AVC}5#-U=Gvjqbj4{3wAMs<@3 zgK_tEYZh)P+7JMBWavi_`ze>S$t#)cbw!1iF_acBA=>wYVH6}}#G01Hi(zboKbNeP z>24LtGh8YSy3^E(AI(w@aS^9@r0+W$B8&1+bL{UL5V!ICgo!&&Bkpl)#z)#kz3`; zwH>I!Fkc{W5I|k>8C-W}DIJqIm|D2Udyi&RD;HQrLJdUE$eMYTqc^S*nz@vo{)yl* z7q$wL2PHMR2_ION@FO(+Xw!~Y!cNMEYm!0liJ$|$F>MG8!XuqFDZNz9*PpIePxiW( z)mYuQ!i5TAQm?)p!)kQ zQ&Lz{M+5C4tpEKM<=murt~Qr;FV;plKoUk(gyno)l&&!h+`(-gAE64T-aJ=!H@gSO|3@NLCH$y33O_*OlHbFue&?)u z1FOA5l1o%zUg}FEDmV|%;@4o(d0(Ue({y(>&9Gt`T=C-&6g5Wh68)2E=pSpV;TROI zs-iW6O)Kys!M|dUbO4&L&_eS#fQIxM%=37Ys5iL+gla)}tjNPPwj|N)>)ZLoy(o0a z(&PCN6rUjr1Yo+yvx-fu(z-=Ces2jhNz9z-dgT`N4lQS*nP`ynVRD-gPjiklGnOuC zc_&PvcovXV=9bu+&Dm{iM1e;nl8$RrHxYW7BSQ>cEJ|Kh^F>;cZpM+%C7I$nGU2DG zlZO+|8Pg+<+#$q^ch`b^u4AQ6J84}cT1YFP%AmH0c}?*x2HN2%jdODCs~=Kv<^w(g7sX*_f6sA!s{?khzUpu;MNPXJ z8ibR;Mykt$>hU-v_lr>_g1_2?j>p^|1M&E%iAI(@beSj=fQ+SS2SF(OF&;IpX;tkL zPcpx3VAMTIgO`hwg0taaamX>BJ2t&6vL1F{>L5p6Sxe&L+jff8;2&EA8diuBjW~*& zEFsmsPI1&DlxTT1CkD2uI&7k_{O|xIN)Hxj2BmD*P<+j#JWCIxaIY0tpr9? zqpq@DbUdGLU7 zu1imhZe@|B`a&t?xv<(Bt9*emt}s{6#%dYk(oW^l<~l31E-U9>&~LR#pmXki?(oRk zsz=0UzfxN7H2I}o1akf$RDTdERFn!ogCY-f3Q;*9Fs0Gh{W%g8uWoOb?PX1j(6B~!@ zHA|i5mFegTc(h%pE&*Mnsf%-23q4FMnli`>Pag&DI z*e6*YOQMXK93+(SSEp~Yrj|fiSl5Itu9a#UGf5SiqJ-wrj@f_6HT1GCGO7e z7s>Ow;30MlY$PUN=Uq$IEq2LO@pFaxG8O4KB-9q}oC05v*)mgQ?#0X-hA zn4qLcpP`4etwDEY^Tz=#?vKT<31+gbDl?b#M!OSIS=j~8wh^CBCrp4uOCHurnUv-g z<3xg#8X)xsWa%0wk!0BS%aNaHXEirr7v(wBLGR;T!^vq5>#Z{9$d<4mR$)EkH^GcBelqzX> z*jjH|W)dPS#Tt0`5k|UM9lj37_5Ze{RUl10%>&lUrv^m6JoA1xHB51NdGAxpO&QOW zS983LNB8y>2WXJZPfrX9iCc#uwP_V3IZhHGJHL)RgkVpTPchkQ^N4y zBJCH=qC)&~|HDfJ_y9u~!fPn5TCZWdCFCtuYbr>n^098`p3a|_&=Xq^(+GpPY9w*l z)?o)NaU8fci!Ce66JrZ%@+LVcqXKC@GI}5#!|)KM!@(9nxubZ>(`{d@?CN*B?ft$i zQ>JV_Y$ef5lE)%lWnMGJxp^5IlZTAh)}X9`gGG|Suvu_;E4PiP`!4d7xCSRes6=>t zWm$43v)mYpWq~>Sq1nDlzw1bVdc&i@;Sn(jYm0PZ2KNig&>o`lwtw0Zw+N?1b*Oy_ ztB|~_at-hGZ`^5pi8O=H();wg#ng*;qczqT9jt*E?#InMsWk2$ISlblfg}Xpw}`ds z0luvie-hE+80=OH7EGE7#OYJ=Z!pBUHf=DF+=2^~=h&sEukwPu89!3by&Jw}YhkJ> z`#_>YX=#w=P-kxBHDw*!q9l3R5Gq7=Ex?=rOW1|0S7Xp1(2-W$((#Uxv)#^5iPhRawU~>x zesFi@vtOpy`6R&Vqc&DYilROoi%<5q=|i~o+k$bvD!??XhdY`A&gG~Fc>983gYw{_ z58hVne=@$R*JsTtR_k~s)SE532-9v4Ic8SIp0v$&UHQo|Aou<{+4Sw;H>iMFg|})( zy(~RxMk?U-bW-1kXJU3T=%Rn8d$LEG*k@A`8)Qd3f^TRdN={OnR3s><{Gp#Z=m`pR(Dn_`S zZ34?avgdk6H~aWl%T|xPNs_)08@8Trck66i*GVvMlDD~QtOO~jbS9=+jD%o#JSm=f znxKa*rC}G{FPLlq#b|&caZo5-o3T`ArrxO8e4$2JlTZ>TQ0okDNu`}t zqvV|?_^Jiy({|*lO*aU*cI~Jt3kZEucqf#-S{$8`Nm@oIyED~A;;87>vR_-aQGzP zq(D`ft;7|vK4oOw7&V>-C!!kq?DDW&OS%jOtK=asXNkZ@De>V8Om}n%8tW6wE@#vVDXr%GzX#Op^ zEu(L);Ar(9g%p%id=UP$aKJO=AD9CJl6iR6mdGlJLqfTZdc;WLR$-HU`z%STov+#G z!fJ*k6te*;s+%ThpWL3%P=$M%%X=+@Q-kDJLdQfAyLr&pDRp)U5X|fS2ZDnOHECwL z(DlAlFFiFutFNxe{kh2b+j%F+r@QItEg4rbJlD(bLj1|!o8EFc5vl$}3jRp(ylnHn zjPrgWYJM-DZT|=}HjKE_{>2V3{`VdDf228J`ZuM({|n6l>%YzPf1x?}XDR=4_x`(E z*=XthQ>D=#%|ZPBP;A$8bqV3gNzjeAt4v(QV^qKMN|yF{O+9E0ICCyO00dC+<{Nt0 zXZkxXbG8z293k_2ll%Z9cwSvy+1;zr5{u6VTKaMSrc1QTHYYa;33K#$JGZe}8Z^?zedyStV{9D|P6NK+1ue z9?l-^)NLov&J3E!UQYl>o1RmeknmUktdr_sDkTa}uX{fQg~ARoOg&L}VzN9LiQsLw zUw1>fwL0g49!f(vBc-36<=dbDd=cOJ!;wtC-9>sO`qI(<%>q?e4b;y0aB$D6(_&x39_}K-Sxd&25{x?<=34;%|WX2tN&(pA& zlReZGkO9Wy@~%X?MiXI1V8r|G?bUJnisKQrM1Mh0povk6KjncQG`|VX9BtIySj6RK zbWyNNI4wfbZ84H+kX>Sg1TP66GtY(oeemwp^-VWIHJ|tx`t1W%gPy8=q;pokgw1Yy z#%z$Don0g|n4Tsv%Y9^j)jV}S>$uIfEf%U4p*BJ48Fa)n3viIos?r)0RJe@^*02__ z_Mu*aF$;sXk)D?l#5q~T`JMBS-GvUmHC5XG>@JNxq-3%X&u~_A^6+FetY;FOmWdE- zT3ofAE6GaTF5L-r{((IfuwSJ>gXbA?zFykja&N^`3`4h)-my74wbODy@kkFUa06r1 zXZK?djipNjZoPEB<@`=t;7vBU`5G#!og!8&K_J7O z;hgb;{gyRo!lbHfRHLN7rK3$6+q?2Eoh4{U3weY{te>;odK(?<8RU#ft~1pIE%~3; zz=pC8Ej+Ugr!#az=hMs4Uy+4_d7r{!@P9Eljp5JpG7Tn+B#g3afz-|NDk2{~! z=1p_-Kojn-3MVwYtQlEX8@98_(GC*R+?e8s2(Jz|0JcePepkf!$C9DjC`ZXMYF!7z znNw82k9{=MAG3^M{Ut4%0kbVEvNZT3?VACGa(4Kb9Qil`zUtf7eWn|jB`R=-iPt&W zTB6TWC8Tf_q}rBR!>A!9H69Lov=^MXf2KlI^b`|WM6MXGE@bZ&&di{G+pqvJUPV0L zMX-}Odbi`}*v%@Pp?7>n?WFy<)gAghtHb||c;O(zJqp6B9bfcbqGc5Q5fF*pJs6)X zk3|kNka}AWEKFkMrxgL|4ZD{q(&P6dMa7v5n%^CQv%PR9e`J@JL7BwNDEckCU&k4C znYxHgo_4??`1NRdiH@JNbg79Ppv`91lOPWC1m~C(@ENpR`L@kL_Ozi zPDh0#H89XC_)l+yd*wp4A~vEeCog~}grSog;Qpt);(!sYfrXn>4-*w0I^<+<3y2q) zIEDD`_Arku6+{FK@;p75MaWq2s3T~_;o;xYnjjU>_D@=B9N$FUy*h0K$?#xS+WDSs zsIO5!t@ZwUdP;w3?~}=fU71P47Q7YmPpF~&b)g!wNo^8S5%kxMk?2iSa>_KlNf}?b z6KCHFBH%?dw-IZ2<=!kF8&uev>l+FKkxcU*mk6kn6XNj!Q|7PxTI8tU*^x4{2I_*- zzwCk~HL&l_2~_zk2Ug8ok+DLIFZc1@M^tGOTlvzC5QY>B3Z9~PvyrW7DQgb#W!4D8 zp4K$!NlzHggfPMe&8bD(^GzV_dU=FY{<$o5lqt+XOkNP&(k)Z~b`TzGxGy)?ddUow z1w&3+p6WYvgM1;dxBbmEz&G;K8fktdmPURmrQcB=;Vt+;CTUtrs z4?lB2|GqOeo#%Vnyt;6qYa**EaHdyqa;1w-8)HCaF@u>%0*ZTV)z%%ja!=T7cl{g_ zc!yBC9o)d-pcT5`cDKGx=er@-mMX5?FK#l*4bG$;@e4Uk-P*aDQZgRtP7y3Xq7;X^t#6On%MvaT(rPh|)M0oT` z+>G2=*dqDmqC_=xY;Y^34aK<&0VSNaL-aL>)tTAKG_^abo`RgjyXj>knWLkLTVu5h z@=zs(=j14&F7|QSCeZgymLK-k!=x`{=c&G~ z*i~>GFEX;14a`jLC<*tceJE;E6|ub>u~d9x4#4|ydS@o5I^UII@Map|p23sz3hK*I zmWR?R2f@LJ1&JEDG>M9z%=etj7Y#Uwumm6AL*ZIl0kNRL z{alj!6hjN%mwS*>cn<S zR9pB?{zAAu=ssi%{ZDX(t`es1W3KF&@34&QdN0779FZX}#4vwbm zYPz8c8%UrZYd9Y%lS}M{SrYcMy(Y~|hA0ct(tCAkX@ll8PNpSn`JRF6Wnow(Jk;za z=P_uY=B`s_dS_z=ENktv_bEU)syPyupM2pYo zc+jb!Nbu9d#T0X4J%llnYj;ImD^HKq^n%XkE|eE37d(fR2;yZ3lR|CPNUI$B1rfIK z^%{cHPb;GfY`0XO&bKdHk(P=EbgN@*Bc!~N7j<0E&V@t5nQuwxp<;f&3P+~vW;YR4 z;UE?iFIl-LvLE;kcpq3eEdz`W48`pEz560k7ijunsWRg*d zP(zOsNv?o#vJN=rCM0u^Df;U%&iTP|#3;OEi_0m)hu+9Ds`>zZmo8gHw9;f?;c4l-wS0Q z`mA)`x||WysKzRh$i#w(N)I(RB-L`YV~t^9cO%hQ)DJS=!sL87sZSmo%~tHr2MvO( z6RRD#kDN&F!OwU#h<}chFH)~YlKZ>faQaZIP0*D5SNVc^RUw6Ej&Kb%Qe0zemXI!{ zKm2sr+qIrpHh!vj&SdIAgB~%W20;AUGu#JsnIu7FdwsYK|B2!$4i4 z6NU-9qc4oy%*ppHkc{b*ZoO>vUA&nTx%V))3TE*41e|3&qBj9&kx;+P_P({{cE9{lhz-JKt2otz#m8a-ZNTJcjS*_nzzP?abu(gXG4epDHp2W6=qbhA7#Ph3I z@~V&532%HPYB$iS=Ra<<22KVKD?Q-rUGcSF{MA7cO!zIC531iW7;TGD$aydrJ@_TL ztpUSGkn4bx5Rov>HmjtiP*xQ>XGuyC05(Lg;0-1)SnPGAhBOqn$tO|>VFEwJTrbS7 zjFmWR$?qgivUnmj@voq>1&>T-D1?c>A|gF5_HS$~jMmJzP-#zNcy8n~$e-V#76}k8`#M=6@7lLUZ&_dzI&5+% zNbt;78BT393g`Pc5IC)K64YH+1reRdh_qaDiI_ZSL|eHU?S~y`cGb~$Wp^R0+e_eU z9e9B%=!FZmP^nm1P=h>>J&+|5saXt#*|&frDGJ5wrROaHP@$6g2cqoh>~uo`>@T6H zYsW~G(`;b!YH?uC%Wf^pDlE2&5z+^$6o74xfC7}+(&`SCl4c9J%=XqE(trxlJt!Ck zYhGszm^wl`R-Wr@I#Uv4qzkp+Rw9bzf`FEqWziz^V{>w)DlV}K!04-AZvErZSuA7> zy_FQPkRIB9KziCp5vBx&6e)qH9_JgXb{2~9fQtIk+80Q? z{8Fp@yF`>`@0mTpjo+M&`M`>Dh7uInYI$?Hu~rPyY%z(G8bx7Ju051eMdBsy^*!6`lTzfl@}f4eZpt6ACJ)hjff zv3lRt!votHg4+qNK{2bbIwIXPYS2tuJ_Y=WMCtd}b8$%xjKX4@sHLJkgk^74B1-$c zZ&OhVE>wFLbVip`)j)J12I_%8;}G8ms-nO9Q6<7*`SC%n@GW0UWx+H-GTmC@0g=f3xma{Iz}YI+oK6II_^@Xx4J^RjO#*k~sX;Ef%-qO=-Cnmg%}DPy}57 zE0WI2u6;@WfhuLd-gN?GfrkRpdC%}qqlng>F1m{c^F7eMZ=5R2}6@rb_t90yv)f$+&_T$Mz_=b#;!~e5csK4na`$u zRzC_=9hE#q1jM$70VRJm%)*nU$y4zqXVf|RyAgle8}l4JzQKY=1-z(c5!lxzY_afK!6SKrDs9V9S)8*dME3@aJVq6!vf$PeO2Z24^^2+|3W<&Xc4uFZ zujm4{w$xQjX4r?g$#^hhj#^+nA`fWQuEJY`h?mvNLy4rG+uRe@IN`H4EzkHb3XlqB z(`et+1+SzI8IGq4T|7PgkYD29S+iHQ*uE}4S`b&ENV$1~!`!Na)jcIzE zjpmLe&?)8b{*hAdg~x|G%m_!)CCmt0B{B++U_F~Tkf>_Oz$M z5A_Nz9NXBvMr}cqwF_74p(l2+TJ16I23NH0DZR1o>`bL%Ad{mcaL3@FVT?NZzF;&1 zG(O_hBDjZR^lyddb$$;QI)OjGHge09PbS6Z0GPcNu0&iFp?-~3i76~)jUZyINB?el zh)Hsr2ws68%t~tWeivF@)|ij5xgpOf{^jlaQ%#}kdE#>#en^`)SG|(n4xm`^yvfN~ zK=T(Ni@4vLw5S;!v0WL{;8^v_gU5a*(eYenGDB&e7?FeKlw+!n5bpnW<(C+>QzCk9 z{uq+zTW@iyXNOcIN*RU$&`I!=OBQxvr;h$McC5i=V2V+Zpmq}=zyY6L(9TT9Rbypx z#A(3RO@+UTseLOQ67^KiI7wtgII+0zl!!SmoPMLi?msib94PM6Pl-dAv6@0@a=#AN6ArW72EjbyCw-Ur^Ys3VDh z8iN(?F=vaBz6qjc-K;7SVNb@*Rr80&_@b|<{`p8iKVlc?gHBq6t_WePRpX&}!>_42 z)(1}r>f|ZR9j$eQoQA*XPrp=J^r*?YbGM7Z-4OX=c_yfZ@-2!*f*0_jA091?RAFr+ z_XZ<89|s-O4nR16Q_%%^*&>US`oo}ky*236nhm|yf>M^ixe2VH2&YGLPwN?yHxv1W z2aCF|v5;q5X%le|MBZ!Otm2g%S*+etrPtqL8Rvug#wi`E*iq%7fk+WJ#UA3ATJOgt zR5_yEm|m`26Pc5Fr@v9v_{BqZ6@F;{dM#G zx69GdtWH!JnCF)Vx&o>i5CrLY4fk)>y>AJd7$M=E2;%WjS&`20g)*umOOu3pUQVPl zKE35;U0Rm2kr1Eg0}_blYJB>qqnhj6ESfh|rKDTLiK`X19IeFoNs%oy2f%if(T;4u^6FWJU7tO8d# zvxq7J8~1Gs14#=Ub9Of4%3EfvImcX-tA4?e5Nt`_Q%bNEN`TTg{zlHkJr!OjEZq0Z zz%Qy6p2JNsU))w$)=k`Y-*@3r)mDRk603p?JpQy@jQ48u+oF2MbP|7YYYe>6mrzL$wCO&tS{nhlGqjKhazk|0C-u zL(xd?v^SB?+|1#$)LqB7EJWME%AjUx`e~^wT%3x}Qtf@bh*i89}{?r zJP|V^b7s%SV0&vAE4iJv0OuVYG}e6xElMlCV5TUT;Ndw3{dcY|kCu2o)Z@~MiX;JB zoTk0Kp3&T32Pjc)Eko4m_Ks8Fw;EHda@KyQ1j%DMnYA}DL~paBWCU&hnMX^M z;$n4z>N}SvJ-t;*;ma&ZtS+?8T*$278H#ya&(;h#vo8KgrOiOu$VaD@%T^l$bXPG5 zat(Wo>r?+h=Ty;$W#)j13k+QrJ$v)9_bIU)rFuY}=k*olV*^}3gYCw??Pbs7-vW9{ z&Qg`jRJO|L($)2{4(Wee=_JRiHYUh3mOB(10*wTTs0!wbye>SSz0hz~&Wh(uo*3KB zTyK~Si(r@QUbtmb3~)a1(Egj!ben)SN6P0@mA;SYNW|q^GDh|QDW(7(bwFgjARAi% zxGM&6T~=pFA7Pk{2~*Z^08Ka+VWPkmqKFy8;$t1T(runvV{cir z@RZrQ;$2M(TVbc&T)x_Mtf31K33dBhBTo2FZn+rLQUn+dw6>*hU#F|QXNXsJtPJ!AFH?eCMauD0=8Am>2H ziE}NtSq_g{Td9~4#+L4is99i^&&66B;qiNTpy_|0fG zG}!2CFT*enjs9zE8vUw5YwpAtaR|y7D4|#>`Cc`rzVXcnLF@s{@DmnMt*k6h6+4)P~7@}Pu^B5Jy3D$snK(3F@ zmMLUK#w82ydwF^ewsBJ_S2{pe91i-qJQg|c6gR?{RN4M&cHht zZk8_+7&Fh`{M*??`_)^~B$6j5KmI-YW`rsku}AK<*)(=;A_t>5Ey80%ZgC3J>~E0Q z6xDHDvifsnqs&uOFBf}s-&uTWj~+G9imXX}azVOIS^f$Q54PKOoKo?62HA3;mt56Z z#meru0qLr#7qkqHn0-AXWz<%B)atva=)ipfk5ARZy1lKSB4I+_he$$UoWyWJHaVvG`ZaZl>1j6icU}K&U(=;mmxIJj zQu4$CLV*ScpvL6nagSYKB0Lw7R&I>N7H)lFi{`ZN^x-S|c-Q6`Ko-9K*ws>^638?^ zk@9>6QR&)_wE11A<{wWs)!Feoh(TokTepKAJqL>%r3h_CR0oF4eXF=Rs&Q9#E+^V& zG7VyV*`=&}U0OHEY2_|*K$2T>%Y|_7>wxt@HjAFoU=mWBvCGRk97iIs21sVOru*RD zGM0D4Ai__$!y@;@zUbs;CEZ27*3p@W5G(DB-m&ARrjbUg%cpgPXVgOFmUy>)QU7G^ zIGjbQLixH$=%Bf8jGc-RrYZo=Lg?JOY zqH(xz&7a&Ge+=d9Ok7t@MR|0IiNhWBMDf@`HS03gH_GPo6KM6Kp&l2*8!fE`+0w|{ zycT#PtwF+ySp1yTK&)v6QCVGIq?r>=d9y~_!aKfexcu@ucF_si!7JEZkDF*JJasI& z9a&Nd78->!^>l3!I)qh*JvJb-T|=2tr7rf}E7e?jilV~k*ncrl)qT6`u@Q{Up-z*g z4wxZkm(Ge+;ioan}P)ho7bk_ zY|sQjB4E9(o~rRxyXrE4hHH>tCR|r0+5Kyunpe)ZG=ol?nk4@z)?g6jNfh@QAEJZS zok)~Gv^*JSm){RcR-M|I2w$vZ2mYGV zxz4SAeMXTk&}}hy&C(54Z_9?p^^^RF2v)cgiy~{9F|_`0zt??7AI!XL66>-OUT|Dd zu1<=WaH#8jm7w;#+iJe`LN2OP=zuG8_+4kS*3q@M^hsnY+z&IOye6eX!0??z*i%Hy zFs=k^ww?7rhss=2)pj9Nt$OzKfnXSWI5TCjCyZR8FU3z6{?f_*|p(9T1Sq* zKG^pN#n@ggP)kmcfy(ibh1iUn8zNTaQgC7;jUs3t;j!#P&^Pba=`$DvrRea#$DhfK zypP>e+b6sbV{YMYD!x}qCu-1_?}e>5H#gs$I{1zpon7wxwrSbcY1?D&$2Qqx?Gn2^ zZpHz!H{brJ?;og0AyY@@e*zW#$35hK&E5PDSQYdC7FM;kN>fd<^#8@G(q;%n(MRP~ z@)2rk5ppb^-f!3di2)5xKUkG(sM2PjYb+o*kfPIQJ*q&tcCA}lR#_UpA`RTSugd2q z&~9JlAw)FNCn8^~IHbmI&#|5Vvoq%c16t>+V=MnRHVdRgF$6V*zhg15MKL&X1K91% z^d}e=kWD2o|Nlh(f4oxuoBaPnOx1rSq5e-WRb2mnnX3P^^1t5O|Hf2tvT?HhzuCA& ztqIrt(YUR1T1V(Naq~U+NVU(q);|}n8{{#VR~o+sc;Ll zC+~ULV%|IKx_!r{?jxWJ3PV|5P{lO-ed`;U8D~DX)_H&J^VhifYw-CDVitY`Fh|}~ z6=RN$(7{BohGQ^7t(?1rF%#S4L-~CHD9O_}7ZFR1q~& zAzYLGdH|wbdOSx5$ZB2ez5sY5-B**fOoYM5u1O&xKzjVVEzQ2ojHZt}F}|&}iwYXS z9xw}|4KAr-9&|M!BJt2gcW>AHA1^B^Fm^0GcscE^D!~dj_4_@aPusJ&bs{)$6_DmF zEr|RwY;a95?HoSeud;;-7!(=`*)}4F%>il;J;Bq3N5_4_(AOYzzGx|w8-Qzl;VvJ7 zUmKqZ_y&xHJ25eCIaeeL=^d=l`!E#Q7zPmSu|eomSsvp3=2=Omjc&die2r5BO>o%0 zlKP{wHHkh`pOu=ZKoIX=d|>YzIu(wORV{nlT9S z$nlpW2cwqr`Urqz!v-eadsPiIqrCKMv_B&zcze}CMLq2a#?~+U3pW+_w4igcE{}gE zII3z*wVEL+Dx3eQ>$oHA*)F49xTp*ixWHA#XJCTAC%w9yny4qYAZESkq!1JtK>s>D zsx#`Tup}6=vd3*9ls|h$IMpAFxS%Z*>ZwRapdTP<`;0W~>Fi|af{S?cmi(DT$8^S* z)p8~2>LlXhO3EH?*bZ<;%gB)mxn5G_exRKx95I_Wm>;{Gh~AoJXX8UhFfS?Z-UAr) zJhVTMRMyvUO0QnGKj8fnQr=>~f6HQgZ*%U|zrJ&&qz(MstC){~gX>enqxfmxGpzNN z76J8v_U?Qh763MPX*A-qQltir74YDC`g4tLHKbq4Lzh3NRa+W&P6L%}^E#io>bRo` z95nEj-+KKhsO)6G_n~jdzzlxVQ5ofw?Wd!+)5E^_(TFb5<#92~*i|0u0Airx&>^VU zb3U&WdJ(@72z=Jk&Cms97ZS5d+g2T;fkN?m86Ec4CBzMucdM33euAmD@`Tr4xM6_h z(or3a)HFb5N67u;74kq5S@7{xC)9J&&Ye8l-nvzy*yAQ%Lo^=IBk1WuJkFD#YeIGM zl;rPoUICL_gHM(2@DySK-Pv*&jB)oMMP*6E0OhK-WB~rN5#+g@d$ffqnEhQW zr%Zm2s{_j_&I0Z*6)k88Thse>AJXpF)f0QB2eO|(E6tOXEj)YcD)jqvdRRA8A_O#R z%NDA1=dJt!P16^=wbT*LEu28NPl_|= z?2sB(zz2$(BSn`V=qLKW^dI4#*vU&j)xG~x9Yp=}-k+FKn!vKVgtJ$^(Z}}qBb}FS ze4~Kx%uQu$;pbknjd`lo)74GU4Hj|sY7F_@CgzhI=xoK$SM2#wK70=NhOw9VPZjaL zCN?W%O~phm0ZVghdP2VE(dCr<)AN3{ZpY=+0;l-!@+AFDXXVKnzgXi!!NUSs4+Ly& z?B{6OgJhB3829i$_un9R2BBy5Sa0uTrEDdAkrRh1z{ichjmek^_pmY*b>$Vy|MtZ2 z%QL_%!X;QZ;7Kr7)g|DoA>MTB?^F|n=dLJkKLk*B^Y-#?`x6QbaMA@D@JrABFrBXd z2t7%oc5dV_MmfyEYY;EGG2$*+zU09kVZKh=IlfGBKDgjDC6{g3U0FAMSR#))mW0AQ zc;2dfO#8kcbQ8dfuW;|5v!K%Gcp<2;A$QM+r|f}zM;sFSs*?<~yt~eMH9d5;x&(zd zBYC?yd{P(&mSs_EW|wa&5cX?B!Q`pUm>LVy0hPk8rc+~mgEoN&tPA3bBO)O5KK%?Dvjv>@z%8{loy`nrxxdHn3~}17oxoZ zN_?f4X31tzk`z&5T_+~B&yDGAO2zSd3<=cokVS`m;|6wCT&E^PSsbc*o2Sy(4q!|_ zKR9w_4k5l?CGN*<{w{(Ecf#8{YKRyTKwez3uBRU%c+QscmGL_j>~b!@l)+@Hayk$Y zKHywpq*N7`7%dp~NXvPXP!hP9rXFx;VB@`!rHjG@_ZOuQT#e$}F0Sc;GP66};A>H0 z%eMsR;l9q_=a`~{`^HD_L{;G%H0_bW=fgm1q4!j)8|?$e*lJgFMMJTq$x4v&cs~v~SlsTVgB{dLNIzyULLtvL8r;Q}$eUjF_P*eXyE9JUEaX z59%4(!25E@IUZQRdO@iw{jiA4!xBdXe=XCoE5gh(q`7Ku-3yaPXc`D_YYZzTCQ6D> z0FvnOCjfcnpN9v|J7{)BFHikTlM2w1x#*lH_R=F&)REf~8m7^c!` zcmzw)pIx!>53uSItDJw73N@=ivosVOXra@okDp-aZ?8F7NiqXHO$6#4;+O#bkf ztE;qvjnBo0YI2cHnvag3L_|}g38b7Qw*bpP*QViuG{}vl-;C=lK1O^Dc>e7_nGF!% z1yq+Bylhm2w#XAn+emRp!2%ChyPEdb;ymZ-#NK}R$;s=Jb_w#%1%6taqJr1yt++mm z48gU1el-W!XZA=o3DzOv4l?q61>}CnDac~=m^GJ;LZp%XmZw0~kSYW+&Af4ZXTj}l z#|mkpbCq;TUa_OS^!(M6R25e1hy8dCqT~dk1)&sb!b-DXS)tL>B;GNzqzASub#d4a zC0+_eR1^awl4J@3JEb&D)q#IEUyXEJ#txf%hM7S?<*%xTUX zVy0BP{D@MjKdA72lE-8Y>A0=n=Oq-n+CvG~G&lEy6oRe6PlNSl=6IZq>1F~Ei&^$? z`b3K+Ho`tD@Mo5Ec25f#87bo^VCNu|Y1btM-X|uCI1H!4!hbG$Ud+Psfg%^{x!N_j z5v{98ak+3@c-B2`x1^Ve+DmU1_NyO@=(;AzaYA&MardTT$%n`F(jKLjb{iuxlTnj5UE1=Lc0mTmK zWo9&bBSnxwoYT^Ha-iFSkt$LQp4`j*(T$du&eGz&t7!$P8pR6kXo|{WKUQ2G$a0Ga zVjkWzmYFOP#9z?;E2@{-jT;prS%_#dCdg$cbjjO7?tH2Jx@kG-e+0@blWVIG*O;hE zKr*~GrJPykL;JomE~#WJT<3L9$VWII?|!Q(wWkWK7lcz_{i2F9Mw4RzlgVy-_Q?F} zfj2Xu?AQw+sw=pd8_UEKVucZC!AIcAI%yS;tC%g0kN5GRrIa8s z8$>$Df(v(2NTu0tJ1fT&c?KUcC7K4@$!Lg=8B`&@3+E8RB}rO>P79rSes>^PH`e-B zap6z_5pLZ+5pg742*xC>q;3nw4MM4U==Tg<%5mxtZt*A4+0oIXIeSR*<;*i?ub}kQFME9H3iJd{DRUx{K z1lzEXRwIOzOtxr{qcvywkx;nutH#DOLUz|{|4y0s_pU+ug;!B(a_oB`6)N(Q5||W} z>ry_iC{>KK6?LPzcAX?~?W&;a3JPL$IOpW{Z!|zv^+J+bWR?4`A$PoBI*%m8hVwih_&r36va7hi>H^wYh?V1P=K#i&`jTkQg zMsbNwJVva5O!a6R(Bpgz_#au3|9ij$bt9O=N$_UMq+ zNmP!rdL#?SZ=m#YV|d1}KRZTuQBg|$@%98>+_8oGYbi1%0WeiyJv^a6ZiY$>g)i$c zM5_$byy=$;)-`>6jp>z6F2m^0#n8n@*yJ&J&!wmy)Aw7Oc#wiNeHOZlXwS6)F@Rh)UHPd!v{Vl7A^MX6$NOK(FZpT1(!M_R&55WZv7TGHoyu zJ6)3Hlh`5iEUR+Tj{WNl!FUrbv|s2LwGecwaX}O&G7VaY=`Fz?1qhI(#g(<+b>vmT zc!)3*euRL=6Jz?>51!hfPJhU!c))kp%Xu()RE$~R=N9*9OdNM}7P+B%Cuu}Vn=s8f zD``=zT>>4iAF!z+b3I>ANRMT~Hm;?T1&%ZgPM6EQ4k18r!nw}#ERXaGfQk3I!wbvZ zS_l6v`q%C+v=t>LS3$*z2_T28Yl_wht5AWbzj82lB_46F zHts`KlUyP!x10-(Kgg2gN0`i~^x|Rrj+Q}fR;2DesY)Pn>gx*0>TtaeU!l$Q!uTG> z=%l#*e+ADE^KLh(z^54Vwj*Dn-*85}?tk;+iwv4SKjh}%?Ie(&uiongP4ZH+3Jh8b zCBr9}6|2SK#Bm|j1NQ*H<4@ssKNePErBX>Omcsq2Fu4~jmKLGR?*7`6r8nbpLV@tj z>vAsWm)tr~x@PL-o`Cf5vJO;q+EWCZPnU=?t?;FgJ-J_?F<9CJ8^-h>KCekqV^Al3 z7VDd7EGkkb**1%b5*fFvBe>v-oTxTDu;E5w(PzdZqs+DCDM$Bt?bhUhB+%%H5yYjO zJPcNQKU17FVsmr3)sDXvXYSJ+7abLZ+VO6lt6J!Qf?K_7QW-@(%aZm`J&6-Oa+%#? z2^+E?Fy2TXwj5X3zrt!A#)9 z+_!{$*G$tP?_h^zl!%NME{QJLiBOZsRJ$#6_a`oQNV%&wbLUxMd;Pqz~0Iv?KxX|o< z-9yO?F^Q7~`5$EN=P@U!JusI zR>T{$`w5z<;)yT?626x$Gs~BMu0;Ur7?>6qpkKp_IYewbwU-)8Gu=m*o%`ZhfoIq; zkQe-0R+9#5hKaI*2hv(efvE8(nt!JLG0Ri|maumNuJv?6?$mq+k?fGYL{a;gEQalY z=F05wo~B(kRuQN|%}a*~5Mzm^nCT!xKDGWJm1j$x<$nm|F5I3bKm@%ovHgjBNn0Fq zlHH(7%!6u$NO`b9GLo3W7?bmgzeD5qTod5z4q4%OAstMPs2W7svY0-9s}q)ef>xGV zt)Y71tI0a1J1jb20N#c=%xViqF!>s+by*lOESHNL+HBtC~h z{3|pZ0M#+4c;On~#+*`K@aCR~Y+VI1ik)y6pIq&LEAR5-}MTHttdWZ&YdocV673#15L!N z&W5mwh12bJ)(KvI$$zjms^bA&t&1zCAX9)Ddh(HmO9@5IgdsnmmJf@P1n1qb-?sSQ zZCOI@xs62?7nGIJsz5Q?@hApNpui<3S&y%l&Ykxf1C#l+AvZpzJrp9wd}3ni=jQFG z=O(}K*}xaZUH&e&&nnzaO6^N|NNTT(VUk5ID?FKtm$dQ9U+XrOgkqgzVkQZY^85C_ z(89B;8lnA>aN;jnKj01#D&;onK5L-j=9?P!Lf6#&1TL9--CJ_yc!k!kdT5S-p=5eQ znSnnuU$VAqEVbxyOfs!5EL8{?%L`K&NLr6z*T==c4)JI?R+i}#&H+oSGHl|D8&v3z z6GL%ACR*lVbS{Sag&=odJluNYdyWh5kiD20-*54@y%BuVs0>}#gowz|$*2irY{vDP z#y<}lVEKIk@d_bV< zBee1HyoH4MbW)()a-Wqi@RGqx>;@uVlxk}o^jYPq(I(ng8iIvP~i$7B3V3YJ0jdQ?qhc6gwk&?5iOc1`C?j zV4fN<-4}!#ZWC9jJ>%)NY~Ic0ZmRB&J+J(;|J+O#<~=T?BxJpwp0KCJGkx2D#bLTY{xJfp!F-h)!JiF?-7Ra5komCBYgq$U1?OGb22ixUS7I zj&vf<-g^eL$;XGxhHw|r!CX2gB-mng^ZNzVslI7kyuOG!`S!V8Sa#Lk6}L875dC!^ z1+K%^V+`q9n88xI(HNZAGf~%oT-)^x;Me?OaiD8|Eb3{S{B1FvoG9!656QWyVW^O5C$=5Wh+#uJLQ^8aA zGR}|&S%8U}yj*-EE;8OzdZ@fo%hScaz&3%Fe57A#uk&ncrR0{hpcv3~LxO8Mg>h^4 zYacz_n2{0Qa&AuQowGf!6RUYNDp#Y^x>mQq%q_aGj98A~| z4E7fTvM=4D{*X$yPuK)=6q7|53^_AJ3SDeTPIMCm>^7O_i((TdCi|d6+>8XEodw*p z@&II#XNtKCkiuCXXc$d*vdNa$6_KdznDoGr$C~1#2zRn5U?BwM9)%V#h7}uWXer8D zV9Yg^U~LRF@QamSo>jKdFmIg_Se$%?xC~}%NgAqY(Cv+?qg};8yE7X+%2NtDvk+^5 z8Kz&`Z*!icn;Q0u95>`Om@2J8mk~T9&6I$p3vsy|9JxlJ12(a%;%_lcf>{rgdik(6 zn|75Ehi6FPf)u{f*lh&qs*cQNTp@L*m*SvX8I1-D@V}>KP2`cZZ}gO93J);ClfPu# zf(}t&f(VfKYufW^kP~Z+lK?oESmuAxGA8J)#54o1WSAz6FZzyd=EVjY3Zq7AQmZ+T zQg&4-vL4f3z_Xg}oG?ro?ePR{H-bZfDU%i#D0$VxTnNqK;%n{dnBJ>uDNzefP=Fb7 z*xCT`295LvW6)gxwmW=dg{GtEa4~QYR~8rVbQ~91p+7DJIHso_PkGB$z1} z(6}L?Q3IJOkCvYG{|dFu#Z;!;^&G2G2(o#luHyye9DiQuIGjA6J0%&byRi%|ADtUR z3Tj}?#NdHLAfITQm)?}<*DIp)p*{qcB;5Nzpb1pSZ~w8pC7hM&+C^g3*zxL1mNX<%_ttK0Q+FB=y*2_HBCqKh=p@M(2ViH+M)1*Kx<>B_E!pJfczW7+Mi?>?$kiANZ z&5a+m*#9z_vIv}p$v!H@_UfQ&BPgqEE&aF4SiK%|eKJ)X^Ef-1k^<|d-?wQ|KzCo7^do6DS<~M?{Efs`M%#e;&AiT zfWtMceHbrQ@?AU~D_z(S%X%r0O)ik#W;=tMJ$?HgtNkwqNOztVBmWarqA8%=TWk~FAQ>JO{~`R0=59jZ1*h{N=kKHQdoFt0mo z;`9qnseOA2rTydDwE@Ir5|1nmr!W<4JPo2S4MTVmW$>Ek8C4%>TjN*e|6~Q20RPVt z{2!uqnEn&w^nWCFiRC}d{r`$x`Y*lwuXp(W=5<&(IRATI=fCqn3gbZfH5T8QOj?-4 zhkriciAV$-kL3>p3GX~|F>}MX?TrCLCT9I)Qxr;^@!N!t<$hwa=Iezp2c*H*XWL zpSOny=oN)qGzbCFfSeD2gyKEgi$K8jr=JX{br`&mB_{`MzPrr5%dRVBq+WV1&UDo%g*+U%Ti=T$zV*EC;Dp{2b@WZr{w2o#l-YS)lc-2wM-97 z&YMkxs^lj%LrY_ z?r6ngfxTiAu`>nK*Y#aYh;I+KZlxysUzgG6!-9IhJZ#P9_@~~LFdmstqVemHDw->; zyU2Hios6~5sSMIBL+>4=flo91Jp#nyS;|+_FWWQVC&Bg4pIECyVnCEfC@DXk{+`1T zr9B2pkDriPHVMBvW!q2ol5aY~w#?@buR|yTFg8z->Oh(%%bd!I_J7Uuec}12>4)Vc zUlVkHAXxjqhI+qUgw#kOtRwr$(yitU{IpR-Txy{n!Nr|Rst z-u~FtJ%?s>*Bs-zf7dK^CkdDMZqaijm*!}&3BS7}D|SCV+%+y6YX=S2eE@r#PhZ{E zTk;L`(BU=ui-Uab8fP~}hp$QBC-8_1ThK{ZPxO8Vc=m|5{XH_OWe<7%J9zY^4U{bZ z<`x;K<`(x}A7@}o{*QlY#w+?sFn~ik6k-H`))dL;gEgYL&K|hUY%w5O_TB(neAi@HfcN z=T93)^|}(^&`-3suFZ_Aw4D?@lD+Vrd}*~?)@L01!*JwCjT7@5^Gx(0eV>LSE-gi9 z24x-j@#n|%yfUAEnBnR;|GYFQBWRu77K9^_txa(o=WII z3tr#ij@3th70=x1VO+h!nTLvZe_qYg_Ppl{MhH}1`vi~wXFddt(6;cP~mcWy4!3~tIT^>Nlb4lHO=*P~q{=>=q*cjh^A3h{nT?u$VYH>MN+aanUV)P%A`}5X} zxs!DuWx1u)7el$#^C-VgWnA^4xrCUR*4NzyfvtysZzUx)C5;1$1KhmRr+5xTf zcmX_HsV7C7M^ZX{hv84un#j-+ljYA_!J`K`d()oh&uf7D0iran4h7u7etiPkNnie8 zHP83^z`^(($y{x**##myJ@l_li(^4I1~B$ZpS$V*^z_{H^>Yrlsl#paz!}1J3-40@ zKW>@bFEhA}pAW#lo4fD|6}hm%8DUp{J^=s6*GlkWv);z025?0Q{$*kM>96F>+1b{= z)_SB4@8r3_(!%wA*ew*1ESXlNGle7+Tai{HpYlHGM9AE3ROm*<#-3kBl7} zB2su9lCe3SR(S5m9dnT(=^87Wma1vlJ(q`B@}yQP!KCC+_vCcaj45;pKc~lIr|02^ z8*6vq*E{Kwp>bQ4N|ZV9zH=thTWUS494F+FCg2lVV@{T7Ic}Eg%e4>E)~%eH*)lIA zeNEDTx&&$lt_`Q)D0e=}p;{Ex=Sezaq`ABstaMu~iEMG+#7Q-8u|(dYx{8_Vl|vK? zubrhnr$h189oLpKTUhSWvxl5b+KSprEcG`AG&xJ_D+=$cQwq$YUx01=COcDxuq<+x zc^`;qi$@x|#V)yE7`Od(LmHgN%(WHN(Ps0T<91@W`LnX6OiMd>the)y!Lne}VolQ?Joshsh^q_uJz$|>Fl4QO~J%y|K*lp*tJ0F>Mt>`yU+QQHzs+HaAf zunhz4BZ7Co!>Z1_G9mvQ(2?-zjBt=cYUClm_W1pqU>)NHOC{kOuDMsF}4~;8MS(grO{mP#eF(+Q6=z< z$KtfRE36Bks*{@A+RSo(`su7tBPIM7c>9P@2D_rLy|$&Z_K3K3-dd=<&TZR--uuwD zOF`;xFt!+(NU^_p2!cj{spYJBS$oB{snNi8C=>ia6f~L@GpHWSU8IzG6zaH~y0^a+l`~&GE%-00tE6vep&|G;ED>O4f^PAo{X5 z%fe8=6**bVYyF+E4HfW-xz42Z$mNQ+NLdHl@~3lT=>?2nIu6dC+ z6Ef^tq+k|{o$;FJvhZ2u*mC1~x}Rk6D)@CZ1n_#45I>{73n0X3vOtlb_QvBau^r9=QRot%zqLeyt%mVN7?K4>Z93AY^3n7#I}1AX{7H(O_l=*pk+mIBByfE@7c znXXj52W0)}FMzJI+eNs;zY{W?Kij4~F(UN7qrB!JP3#7O%QVKBBOa)8XU1p{NKp~{ z{ZQkiVC`Yb_mohfk~9_IYKhC0`Re=F#!2QIoL-W@MH?NGuur$DaZ9b)(i6%r_JpDQE zQoQM<*|<#mP?#exH&+VGUFxx{fVq`vJl838^Z;RMlGf%*q@vkQ(zB495UDsRDpZqI z&TEJG1fr_Y-YCN z%BE-MC3?)<4`23y*?UF05ku)i?v#o9_TUYJ7~)632m7IjW(P2w^WRh4O|jBvgDE%9 zp4Lf9#TUk0Q43L(-`oSTS3q37$)dv*q6%b+{%o~-5r3{zEdDltCTMRXgqzHZY}LcE z9=jeXKBS9@OpXFrN8GR(Y>-847E^;LNIr`XnXLLo9^?^!AvUX!i~P3z)iWuV6TBV_ zfQ=y!LPmt}IhJWRDzXCkKHkuVLz*U4w*TU~Ax&4jnUq%GO(J~3Q=lJ#if9eu5RXT^ z@2l90bS z$0bHaBw*}5xmOdziyeOqWy0mB=ArdgdigY!WzdUEg`5ugA9K((0N*^4*Q&G=25yEk zXYgBWZlZ9R&&mV^Qu9ami_6uuTG+uvQPyU7?3tnp)s_&Ws_GH3Ar<=T&x96bf z>$#T^rX>x&8d?*tpWZ(AwMs_XdR~zfGJW5z{zPm3{8cR7t>`{Nt9-|{HofZ(57zDx zP5uu2YKX@OqMROl2Zuls3KNzqgMS)f5%fVjeRjb=1Qu;c*03v)|^HH@;T0f5@zKYO-8l{Tu$mru=}038RCG` ziP(kd9WH*9nt@2i4Sp_s>8*a{-vz4+dFR+ql_mKK=f}ANKfIDq#S!+jSRpJ(Hyi|v7Ae_NLuN0IuxKDJxx^G zHp17D(=d@*9lOHyl_>_6(==Ex=sJE3k)trn56SOd72ljxY-bJ^SBgzMjZ4}Nu^%yL z{C~9}qt$g@~U? z9HCZ0phiqe0$9%jg<;VvdACkjkbcJu75l9E;&0lV(ENCSy+RzXKmmV#vQ5Z|urWlT z%C_#0qVPz;HD#m&DqRP*n_taRqC-@3*`x7s%FgZJlbKh|@xF31GV4o_m^--+-lF!0)8^3NM{UKLPzj-~7TtV=LKOXRnv8|iIOBMlCO*bs;BVkIkkwy7n#Z9FKSS@uZ5CIfK+p3oXKpC51slfC)&zRMZ3$k}9lF+?Bn4^3C>%Kw zm`+K`kMb>?EpK9Afj3jmC~2qAN(Kv!nK76wfsJh#mPa4YoQIp?l4-3Sd^9;$XTZf^ zzUy5C$4EyA17ryqL^wv%OUkS{a;LTsbv6E%!xwpBku51uISN#P5qYJOLpg2o*vxQh zc}1Ip`Lh6hqu~f4)7b)N@fej+fYxZ2QMp=uF_Teq0AG1l&GHWyOw-h5VgVMmNH&6+ z5|>F~o@J*@UDV`AKV@jLaH+ACxkbI~Ehea#73ExBAW`v3;9ADVX0t380+TZ*Y>NS& znQo3~Ryx+=TuJd8R7I{WOLW7sWqx~IF#CaJiBjYeU!FHiQ1vyvJ z9ikyBBpbC9d`j0+xOikX#(Z-f@|HPCpj1)$S*CW&dK>v{wDk2UDM_d!EVW^Tk#}n3 z5J^fcnR>FjpxUZW)ugzRcP5ldjN_Ftkt1w+c-v&Mkh-xXYJ?V@tYG^RGN6ZF3XC`TcKoE#WfR z%SkXLMy1dPAK!aPP3!7XsrtolvYy&fT>e*g$mAUmM>I`87 z=qRgt>mnsszTeFk+!kF~!qGAu+0*;-bK&(fVv)tu#3M32WsmY2zTv40(Mf_xYI>X@ zd&m=zF)U}YV-UmkO|ih|{MnD%pB*68js;Y!R7w{p301^V-c7Rw7lRV|g*KJ8ymUv! z+nMldxj5!1)1^~Q!a2o6nNOs)a6OO`W|G2yzcY?z->aE^DyA~}s!Skemz<3eL~EKO zeWfi0+27>Ifdg!3B-xuJQ|6FaMDgpz$Y7*;v&*r#S+$)>fD9ADxM|eQ(N(Khdc-S$ zXbF1Tq12HYk<;|R($!ZovVt^#UV=qZRGN2RPDeeJVjvQn$LOLehjoM#ICAU1w#B}6 zZ-&OS$3%r8@GlR!(T9thi}e_UT752$?D(}>yEeQ$A>?{J<+xR+Rt z9yWWf^N)5ob}A}#Ea^TIVG)S-pjv`nar9Qv>Zz?~zmBwlYTMh9n00_&obWqDFJ%Nj zL0=!uI5gU>Msw_=d$uKP)i8IU$u_jAkZ;}qqt8{b2d(75Bvz;RB}EN>g9TEDuUg|V zJ>0%O$w*D$a2I9ut#hDdFUiVcfRixgrWLcQ=nNZ2_Il|_``T)pR<1r@9GreneeMPC zE{;A!#AO!iEn|s;Gn_6DcS5X?S(nwOS_n2XbTa90J#J+fEQb=RVHZUW+&Irno8lD#JwLj=O& z-U;2Tfpi67eNGByTM|mIL|B$@Q^DjkM>B+FKbmK@NT)&(P7S$2L@a`G5)5W!kWf`i zAJL*6HMlLy{Jqj2TPqP0lK56<;2)h|^mOy^={SCB^7M0rfr=V<=LugnV}k+i$YC+o zs!?D~UoBCsa@P%NOL^AZp|IZVTm69@fW71RcgJB4u9%>;CGv{=<-FzqieK)E4j43G4(+KTE2*H_G~ z+K-2(CIH?zC%DJZ$UKldB1lu6&y$L{#uvrSt(mz*cXHb_j&QB|G}~3I$jGo4CsA2W zI?I}nk$dFXY#b)pW*pBmb=0>P0A-!1vl>QG#!wiFC7DJd_4J$kYsQEi^&D>G#&4R_ zpA_E*m*bYFO%{7V0Rq^anuW|8kJMD-bs#$F6kII8SSem7U+RR`c!6i_OItiN&yft^ z6deP9uP%<)dJz{?8Kkh2IiQBo_w*}ByF$bbpT1D@x77_24ruWW=QUGvY6R3}HkMQG zQyj4(NT<%rkKTT$ZbfTfq9_?TBAolygUS{yAd+5$ zO7bI=$R;z$HSW_-K{u1lhgyN4G)2M{hNqsYz!xbnYpZyy>VXGwf|9m$m*4 z`MM{nQthul2r@@{ZZmXD9jh3u($Q;*4VV2>cB6A$^q1m$GRf366)*vj3Lv$uyN%8; zl)!gvxwn2@!n+(&=fZ1b`Bls`Am#&2S)wb#n?4@4{%Sx-4Yj7-UFoSxWBg}?Q%R!^ z?SDk11ZXJMf!ric1;M*8C~FJrS4PpHNoAzZu}-1zn34z%0Fd1(1M$|UzzJ29&B(xpT(KRb)wYHxIVcfa=@<@|3gjQ+Ub%+nSvDj|iin-KnOd>`7t&Iy3@{%anpH zcF_ohdC@buYf|>6rle?Zc{?gf9tY+)0Vp1XXC<|*)U`8yayA8?3`F?Dr~1T)xc`wV zMsinF{I%*GG#Ds>jfyV4#|b6%ysyZcrvd--42wgu6!U4|4*>zTS5E@GR70F&<78ud?9nbi8^40MYp?HATdQ!mV41oq@xsVLR^ae zXQn~<6t{KC8p`V`gF>3d#PO1U>%jhJLg1U@(M{nYb{TIoYa43Tkp#2ut{fzqW1T+o zPRW+pB0;{X$m5YSLJ9mB50%H?)mEp&wm|erc=UVm=H;*RVQ)-gX&H!PBQC2@Rx$Dy z2X*A1otiMDU+S!IuLn^@p?DS<;tt^^Nl;D`b5;8&sjeQwVZ<7)h6=OdOf?c1KS^jY zOwQgbf7!Zs2R_uMTeM|GB$%ni6gORa2Sk!v5IuC=vsy9OeXJa#%IHRO*cgXXa> zV)N>iifit*(v8FC^t&a~8AcODC`bB?H%cZlz&$COaK}p=Iwcx>Y)O|0l$T7n2DJB| zC(gsVgnms(CCDbRs7B|GqVC`JWo%k$>t1k{@+(0C(U}Vp%ja=6BkzlnZWgp3e^-6`cMhX_wE-P3T(kr%< zLIk`vEzT4gB0@7(puQbJaYUXuZF8;{^ezqCeAr=)?QOQ1ah1fwWCnjCDIhu}y$Bn| z6_eT$dwXe?a?|T3DcYgbb`Ki0C+~E8VG*x`=Ro_~>pgLx4k#kZ5XA-6(b(RcHEk(_ z^Rc~z&6fX*C7)ByQ`B`6oP_6LDRX7^uqO9IV+I^dz_Hl%w@oKZGIv}o%@RESwScm_ zqt~gvmGUeySYWN50zusr)k5kpB(7@oQn1NG^5%pbFzutFmxpy zC{dO$5!28ZBJfE%%n4JIk&z>Fc)J^BghApIk*!f4$zUV50}JVi`I;z?yaAKNG^SC% zi32nK9qQRm5bOJK4NrigIAsqfol$U=TMh+(;2OLJml7V!ZMEWswA+} zPl4sT{k(hP+T4E)A`9z9aV`4HCNb84Y284hSDQgf^zhX5>=9K z()`U%)Vb&sz@pk1^|UhvuoKKtRzofF8neU9_8=M+dLR4a8c>;sFAS#dh&&bC_H2ykm8f z6S?ep@P1uW9;>Gk|bWvrAeQLOE;JJQou5`cn|G-oCAdcU79MA zJo42SfjUKH->Pl#MP-9gX={Qn-VJ&s)P(6b++20Z zTIY)h&!LKl0-hl+_C#%XBwZe?a0GFW%cRX59=BENmB?=bQ^9inMByiP*W4N^tBnm8 zxmlJ;!G;{HlHR@)EfLh+>y`7b1@+2;emc@)dU-n(G4ncV7p6?9+HxzV#U{m4(mN=I z1(s(w9}00@qk7^=si?^mjQp*}2fkp*M3$zE^nPjTP`?$5)uJDlEW;;YZh<{0;OH`- zKr-RlJZjbvQ}wi2CCE4^NtHXzF7l>l=WVS61FMIl&|b*8T44c zH6s;3U6{NU%M#UxDv=jyEItAYd-@=N#FOu@`7~}Pn#BrhJhPAYk@%gv@-yyXw0$Y% zo2PI5ZQ?YuLQ8cThof%psMUCUykBl#`(p0tB_ebBd*W{Ios|NQjW>8eek5YL&^ig) z13miKFR7_N2j6sv4LtMLBjBsY&Y`EU-G}Bz*&p2Dmv|p_Ub8&}m4|~Q&2Hfz)RVOo zK5M_Jy+=svSmSt=vOmPV&H!${F9)vR;CytUv33PL4HxUU&R?t+Z$As7H|0eqM4e|{USev|bAI1E?Q{yT<*@jn@o{~M1O>;G-wjgTR!e5}>_PvFge^N9U}(WK3I z7LUf}RSyw#_MiV=xLCMZnr#FRXxeWaS{|Y(&UNN!JkEu@ZoM96NTDw?S?y9}MEPO# z(5I;NC1_7q=(+G}@_AVe9yF1+7r7iP-3G#yIMeKu$i6B(f7rj_u=h~@eg z@rRi44OH;Gch++NfB}}ne<%LCIbizFIryLAX#SCt{m*bT|C`A9e^7}r{1;K$zggn{ z!_m+){`cG)u8H`K(YWWYa8Cbd8|Ygw&y2ar^}A}E19=ZGwM#%Nm4sPefFQ7;B;J9) zaR1_HSpLP)kV2@K7%LxfHFUoZgp6A0TzUWLe80M7VEs{obyxHgQxY}=e&7A~*qe@y z>+Pk_kHe-{GA=v=kHV725u!C0yElm{7SBDH^8|CM;dhP{`( z5{njE>tQQn$m7uXTa4erF| z_)9?h=*A3Vp!D!qn!lB?C%OxI;?89r@{03`97eKMoNXc6PIZktJVlSy22IZ21Jp%s zU-${^0^kQy);CfkZkZtOKRR;0Fjk``qX2y!rMux2({%Cg>h$H|7|I?-+5vJA%E&SN ziMzq(>P<3TJz%=1Jw1G~7Oia%l$MPPXi-$Qg(nS^tTCkPr}PM*C)jkp;An-Dcjj{O z<=T02yx0xs8eh-4fbJhstwX~g_h*AZ>en98$=`Va(+6rL{OK@&F#MJb*FSHPND(Fttnh=EAbIvJsc zO!#ma5VEW3h2=N<08?vSP~EuBAfA6+2&0R>UjAIvDGNsu zU3=3;5%LOUl`8aZpG~iZR>;kCwE`MptD6a+rE@%XjPX~>>m_C6u8v<90NJ$*N;365 z)Z8k@69o3+xeJQOPjfo{DXN`-9&QAiTm!fP4Y(fN&M4Y^+5J~jalor?+{rlvbOXlf zn-^_Jn`?O{C94S#0Jf?iAg&@F_Q5zHoE_Q-@SAs(Psk!YeQl)w3|VjIfK9I_k%eO* zJCARt8Y2EeVfzr;0~V;uGk|b3rKTSiNV}6C;V{L4%ybnB{*;Y<1>|Q~#%e0Iav(!R zn`0PHh$L@MQ51AVGSjiDlA#qguGRmH@xGSaHs%T9in60*0$pSa_mV(M=VuE4chJqx zNPa?cBYlKl(E>@B!0$Pv0?qVU9RZx^d44($X2-Rj6xQjI&p5D7!#U zWBdGbdCnHo3Hm7mx}+4;Taplbt~{K*=~~tBPl+W4umNCnzCeQV2?O6}NqI@y01VZM z3ZQCpz;Q9V--8V3MV-0%N{~4*yb3gw)2*qfXc&g-Yh;y&NBmxY_P{NNf9!-ReaqfM zY{GikmX%jU{2Q1r6zr@A&1a_wxH?9&CTiS#M%WJ_JTb6naQ4w~F;KaLP{nzIRWT~0 zECf$Y#oFH&MY9y`zznuPZW6ei?jsEhpcl< zIQ@pS=Z3Q7GjGWFz=`Us5sF<(up<_fr{}NEi)BOehkrApX!GvbPi>W6MLOP7sPRmN z4OT_Zomp}Qv03mF6%i{E&^9MKkrAd5i-8}p8cPB95-yDJEIn*I)vrN+-h*e#)1cEh zjC>$4g>(ZobZ)qU-1D1_($Fh@T3`ZaFLaRfVJoAWM6H8wa^wXtSY32g!eS$WsHd~498%*jxpQKr%ICB=C0Lp_s{EY+*lHa7fn1#@Zizq(1*^6-`hvy5i^ zK|F1*yTZJuiP9s~;QsxB@q8jrA0ZV&09m>wWuRJ+fBg@7}h!%P+aXNl#z=7>FZ>-gNoHbk8Z;o7xyyV7@SsBM_Ka$Cv7Srv~}Rw6`~@^}f(RF&{MGg0dyX^pPSm${TU zxZ@1tCMtduxL0TNc|v=uaVN58K*z;&1IP7(h+qq$04pDj2%C8y?@dN(`q(;0+pp(t zcgZ@Fh_G!rju}{qZZ!4>v%CHg?uCET9eVLRM0|0!Ma22cjP_qe^eRz#NHlO zm%3@FyRrKN>t*>gK&-{!dl?R`DePF@)xMeDx{$6&mzE<0umY-A&!xESX#?Vb z0{7gZ?Jh5=s+aBZ;%}BF)HgIWA7<8BK1Jf9{|OP8PS8UP^&qk&2MMN%tn9@ zs-A4Al%&lv749Pg{=L{h5(LAw2&r->>smQ-yFsYB6!AMV7PdTmdjZz3{_+Tr*W-v z+CEhg+Yleh0Qkc&2B)9->?4rSqbGog>Zj>fP=A8_98&>5f6uWgp+OSWy*8 zvJ##55Ny;N`k*YPb(2BS2Oc9tnN%uGO6NAd7}y948umHvAA~pPI1=`Uhk-`#J)e_k z*mE*!xseP*k)nte;3uJsJrQ?*UvS&hA(g$zAb1=xU+UAz^W9T7Tqtc0$BKN&e_9NA z(fzhz6(#eWW*AdBc!hB+s(;l$U7;|>Y;Y+6fn%BKo6%iTyr8qRgy%Mmz8-UTh}r|b0f1_<~BDeM;%kg zvNu~rfp=VlM#n6n(DMqp5~h2a9Uvbj9J&ZUCqz9-FY4UBxz5O|)72u61*fD_LHDGC z{BfS5qoA%;BpTZ&y%Oh~s^0!uh1=7A|HLP(BjY!Bil}UtAd+m~s-V#+3k+v_*yV<0 zYsG*|SWi2mou|^rb}8}D$1d$Cz9!}ZsSb~D3;ltV*+I{}IfbJT-JcCqniKwBbNo%T zw%6e_e(Rj;P4|Ey)@odKON&Z4``guy^8vXoD7Ir^0|Fwrc!T`=CdRmSjxFGJfef=+ z-j0#e!hATU59rbp*|V1#hVwV3Rs(oENSqL?@Rxm`8_ttI-`+`yX|5`c65Q{2Lm5xV z9K_v*M$6w9xfT-C7`B=lVqdwq#@2|=q?vw(0iFzLdby>rW>4Z3oi;)%SZa7OD} z;yMPI2<1}qZFZSpKF2WutysUu$8Xwhvu^bZgDZneq0}WD(je*p;^Xn0lRK zLgA8awgqu0qIlwC_SU>~wvx}gf|gGq;}bH$jcEEjV3slM_?P}I`jx8`*Zajw=|*rE zkDQI6o%`6wo`M1_My#^PGY^7Yj+E9|(A66Zcf9+cbej~fc#>usfsDG?zs~}{t9?x- z+L_$q%$|ytf?f2NHS=i^9%tZ5S;o||+ajfLYEe}ZGpm6(J;%#5&oU3;QeYzlprwl& z<))3>QT$bxCW$q*?A^xr@1G3B6P!8cGW1OVZ7D<9Hb(|AD z#U?$B^#{h-!e$hZa$@EI9m`Gqw}D(qB#wsBSbc_QUR$2}cKa+`7 zCHA7)6|MJDRPctb0dWSsmX`EPEG(GJ#QG*mL+6jc`l!zoN;g6hxG#We2+ZJal#_50 z5|<#tUmmi~h~Q!J`TT_0&){2x(!(2R4>u*_@HTwNLc&jc2}gdvP*Mr#TowZ*5U@Y= zBo~a`Zr+*lxR$dxZSkEfVfu@O?hcm-At(E$q2>}wm}??-15KR*O3v}>7%lqT<4Nw+ zEc@zt#-jX^t%Ss~(ip~P2$fQd1uP)bmJw;w&}K}xmo4OCqOQ$}zU!&3E^-OWx%dlT z=@+>~yooib$gzIO2L5eKCE)m7H^-V7#A}123-uu8_T`RVQY%_@u5?w4dCmM}_N3r_ z!D31m8?IMGt68P4WSO18f3l#}7;G4DjYFJ{d?fsMdeoLGBS0`CG}Dlek7J z2)*a>GfZKc1x|JwuOi8mnc!3Jq;6bC@l}S$;7cMYQ}r0TSYy(>t&b$+SVmK339ptfzzT_hY7*CZ0}||$1MR?A&Y+% z`F(->&Ndx+_G^I7(Vy~Z5-oY2GQ5i|)Me_)x@h)`r-BMzfZXW6MGA(?lT3|R1!j`v z74O9pSzQ&-6*iR{X$;9g)u?mX;%|WKI5Wbo++ePr<(ld-(?~eIC>}L|1?QwfbaLkv zPPEmBjw;kS)T$?rB*L<-^{G4ljo;a128Jl0Yrwoiei7L+QKToY`-54UbO>;2W!nd$ zXp}Zh$HU1q1Pj-MBReiEoARe~nRuY7_*G{cGOv6Vsf?IIKPRkf450f}vna(x#hCQhF3x)ZIZq*|Rw)M)rMW4)DVc3pTF!{gFjbJ9IJQ$tD&YZoPAENL1j2K2QTa7zLQ#ooU}fuC2b zI$XhVf4aWoegEiU@fnf#kIMLqQ>#=)PHxI{Zk^4hO@|ysfepuz%9#wOp3Jmsxgv@x zUHLM0B32*zSu7h zYrRC-RCZ%8?1DX+I$J4k#9)qA*3rIZ%sGo{Q%3^M$Hb;#!F8VX0@7U0FQ625v0tJ} z{DnLb_V`?)7!OiGeC$lc5?Ps;=0|dxf(O18W*1kp$Xq4y2gLiN(SevA##b~j13beB z3>+VEGDq@@V%J2U5OJmcD^mEV66X4=Y{_l=j)h5Z>%a3>mti%yOVJgt2T>a>s2u$} z7)HUIVEua>FS!@!dvjtu<9{b;tI7 z$rniVZ?fdVG`bQD4Ffo6nq|Dn8#ISEQnIl4Mw%9_EXcKH2TL4c$?Nl6pgpMiKBNe8 zwI2sDzF@hhEiR?mQ7!r`R#4zPF|G2~`aX5m0g_IaIUf`%lS(j$e02@ls@JYT$D1~< z&fE<(eTcD2ZAL?FgS$kUr3=5;lr>Q}CSCbeSabB?boDo?XfRdQ)?qE&L#o6xQ4S?d zHQFTR^)2@)g;1rL3^fkZ<@{j)cRM;I0m8JYi?c#&CC$p=?ES?{=-kASuNVdp_Jjrb z<6*Su>D0DdiHl540g|+CF0DnbhT8QGux++BS&ybABX#dQraWA9XQgv9bH1a03a}8D zPP(YP3UiJU&ZJS^TxZp-(J+QI?^|JgOs~)iYDD6mBDHlW62ycxvy6X}~F$Im@IJkeGEsQb26?~l(f*YiCZ0e#dxfRz*t*g45n-eU27 zWj;Yz+em1)%I79Lx|*-qdK&*dJVIY_5O2<2hax{T-#RG_X9YI7Mo6o0#DLSx4a;IH z4Q17=h_yn0R2qF_0LVlVMM`|C%zIEKg0O@SUQiXn@YW3;dqH=#{s{L!<8rDS-&eGIS2_DKA>5vbNYVrU|3qgl%7XOdRQPt-K zQkX`j-1U5dE{1oSE3Bit>ZXnQr4|Sg@7Ejp2bZgOq86u!#R2GchB{-Aqy>+2+-e#c zp81m;cHs5OpwGA$!`3{yb`0cJUMjTxt{Z@HF61Tfwcu>q6+(1@vt7lL8s}jz;4T!= zCV(zp)FchZEjc<4X*;k#a~rYipdO;?B9eS)aur^bhGhus6!R=N-Ka&8TFpYN#4pkU zsxw#T5!AS+HCyK=jZea}g*lfXwJqyH%UM3qngZzb#p|sjtXQ|R64@E1C{xPSqgH+Z zEP0@E8_g*?F3>eMRp)7@bx>BiT+=iH>vMU`-H^1+u=fN_`l~>`s z5}jLv!j9|-Q6w;$@yPfH@Vn>zCP}7gP;^z0oOrUfr?|@|O;eSIVL~7l9UO>RYC|tuVtdt3)N9Lmg7`wg1vghHA##4p&P=g-v(Riw`<1MtdMAM6%6 z8r7zhi6xsIJ)q_v?31^~hSy{Q63|h{aY@g7i7@LZ#=G6!(J3;f*GmxJ?k1wi_t`+` zjybjT1j{pSYtr7(3((}+XiG$nF}~|uYwHKtU$^itiby3pvvnv)r!DD8zKsP!e~t1V ziI#HDNli=+c^L8ahP)sxFI-709Wl5;#pKWyTMsQM$madk-kk93P6K@~(%V>`E^vIr zVNL%sLtV%Gm8|?WJu2W3ma=c@dU9Wiq>w50hr{N3&w|OlXyIhtFT${vdEYP2a5y{jG5(jgYl_Wy65&?tVFa8 z_u>_<@Cjinc`9|p#A`*3Jv@WfjBAMtLeL<#%Vklu7LRQ?l33eHlDl?QzhrmLA~lbA zBoT{$H?{bBBu9<@G(`!va@8AF>a}nt0oN@`7DWjwJ43E|ds=5y0^d_GN^1Rc?vzZ{ zzLOiH{j+iA9h)PJz4ZzeZM#Tp+2gR8s-~?FJ6GFSIyW|-&si0Yp<|8>Ppfw ztT-|#*Y?6d3x|)=15wBY2JS2zxVo<*Ae0Q4RDE;jdISrV^pRS+MX`s^xZmn+jkW^q z9M5VQ0?>ZJoHJKza_@E%7;<$@u?xzhO#Nbpd#17{qH0doxY;9n$FV@@(^YYMGNWC# z&9VkdQYbhDOoF2PX_JbT`t_E&1f;tcFO}EPo;YAlE>O13DE~%Xtu`PN+a!28g06Vu zOV!m->7u4V(e{KOztk9-+x#RLi^*9Q>R2j09V#}nM6!7LiDEa)#{GLVLa8Uks)-(6 z6|d8WNmbie)i9YiuN>)fGW@fCQNqpp47i&e&3S!Bom`B7{{ep`$owebyG$|9X?fLr zUl1p$cnZ5{1(9lIq`LXj{P(3gzni-7O_cQkpd4PRuu zx7Ai4qmw;s1Yj46nh(;x^cuWjadiIN2JWa2DCv}rK}S?6G(Pg<;aEF5eY=|51GC}@ z?9{FO6H{s2-3bjnrR$Rh@76d}EwGqss?YvEX!f+>dgBg?UknaWp!LkZkoOyM+ayTL zuDGss(p)*%6ek;?I*Tl#Ol30gG!~1iOT6TwD#GN$_(}GxxnOuN(NdmHvp>dRo2tjL zx4K6~b;9EDDwU=G0NGtPl5*O0X6ty5zeXPTLEQT{U30S>nAiYD%L~Whx1Kmxd-kfj#Y)-G&7XOt>XoSmgLjQ$b7)7#Q#-_fNwl8ya@{;v>~knVAS zVhOm%+D=bXH3+#!$P%8)hLoAa7)e&YcZ`h0Peh}Gp7hR>Llqrd5IcxJO@Ak|kl{xJ?+ySn1@NY0uZ zx+S_9?8e3~dhNxOaDBpB^bn$i(wp%bOp=cdENory_!s^n)J4wmENV*x`1p2u{^;oF znH~kZChrn(K3B}jmdo0fao$(Vnk0LDKiqyHHI;~zri|1HSmzgU(2%?keqfWgMW z!1UjPOwftcdKjxuCe$=G6 z6l3{VWA*(lYa5-eE#qy66HwCW0^~0t(y3e7^u%qOwXMMIEyQoP_S>$tt(sQ8ekf%A z#I#V<*qAcNyTQ}|P=9)8s6vJx?KXlt@AuWgNKPktn187!#h>4w$FBd=fc?uZ{OFjhpo?F zT@67ilfB=AR(N^B1`GK!kB7$O6Q9V{@_qhl(%pKW^B~<*_`XOhVdD%q`3IYPF7hsC z2=nx+k9I!0vh{4C*WB8~vxiEo{)q>tI2FK5%yru4hLuW1-Im+&yyHaA_+P}mbC74j z(k9&Iv~AnAF>TwnZQGi*ZQJgdwr$(y_S}2--FJ8IyRi}97qKVKALrD`C$loE;)hdD zWrF6_M%5VTVH~0`(g9_GY`ohTcDjB{=x+Ox=maG1gAeWlgdK?$yMgV63i_MtJH)#{&W%4r?R7>DMlwU} z?OO~-5|h(e=wpBxr|C|yPj*Og13Rc%LQS@p?vO_5DS0)?+3Cb<7wdqC*z=q*Uoko- zf`C33R=AJ2qb;lp6SPL3!6Y5>1akVhWq12=j(3!v&@=wtJNsTWHXbrQ6^RQ?{1xDB zWa@-dNyC$`lbMH$rzo2*ZtKsPFd0`jc#4f9~eNV8om(G#wi$)U1SB zS5Jzau1$&uZuA~>IOvX6aSGpy{@`I=f3s{^woK^9Bekt7F-9huc42l200Gd^&)@_G%b-xzyK?cq;WyGk)%VayXiM(gNF($lq9USJf8 zFNNweU(|C7F2ZJXW;~-PTO2(qL6fK*$5b^4jc&cRnXIW5GT5m z2M_$WBZLniqCNPn#eZE6ST8`6<5Okf$jiS3htyQ*!LV$_wf#sxTB>sLJSso4A@Tpo?;%TMs&GZ zpeG{6vbzwX+PW!u?mNb(pj}<*{}|;25OI5NC+Ry{OHWKNaZHY)PU6@}P>>UZEB31( zkFt3>CmbR>Zhk;1^!j$@fEODo%6-;UQ&0DzDIOYp^Pt1^Bt1BF8EJ}l&!-p<`COBE zDIqR0O4l=w(l*y4n!1vdmyhnO2}j?9ogU?mff5RrSu=QEt@-zu&kfiQ2;ac|J)*&OJ=WMd?47NN!{si`DLpMBDi3z@oNkqVe=pn8Cbr81 zhPaR_nZmA;rbgn6Pa`9?jGxBg@3&7d4s8chGzb?x5MRuMH(f-@oEs45(u;{*C_Y^Y z3!=Z4OQU|DM+_#(RwlN-KpY_$wXKUsmBpJW@RV88Nkz2?li#6vswX}N9&C^BGYfnk4M$7qVQVli){Bo_QEWnz=6w zkdkC+N@Z3Kt+H3Un)Vw2hnXd+G}0{>cTzEvaZ>tYq{EP*nk-rI9>2E#hEX|F&P?Ph zuyy0;FRGB+?Dnx;h3Tcj2pz6lH5gZJlavO>vO(?Eifa)Y|ANdLx5<0XTy+AL$hit#p+O2MlMGmF9lF8ZVNAWOD6n~zDnWI35T2KyK3=HbiCzyLh!4qf4pq32i2)8LLB?2J?(4(?U@(wz@udWJSxuJ zCRnwVkpQW{WI*a`o<1X@co9Ot0J*v4n%Am)l)mL7P{{@j{0s~$6+F|TC-s2?t-P}2 z=sE99Crw(_NWq8{%sv6o|jkmi^HW1tP^j(Xa+2L ztI8;E!Dre%zX2m#vX4+dr2wFjiyyq7s0ofA_{JrA^+>2F6I#PLJJ&Om$vL%O*3rxn zzs1wIl91clWl~+l3?kUK0@ac4hE@|z_!Ng$J*eOyG&c=RTeaQdXk0N+Yre^5M+cy` zNKqPJvtQb^g0feH1;8b5GO2TggfQIH-1m5i}gyz&;uRHYx;cTL&nSj=O(tUWjRQY+YZ9=8gg-c(wWoD1DKTQ?EzN6eY$xy^=z$_MtY-Q3= z>{^d4R#2lVVL+d#T-aS2JEd03cxkT(?iG9!CSRq@wj{F4_PPlQC1yzM7GClefGDST z?mB$21+k;*vA=kPlx4IpV#YuE&&|AF_b*9p2<8Df=)ku$1LAaEhA~}H`72F-PmN2h zgq_vG87Cnnl59b-8@skIx{P>ffvgygQB-Cdk8&p&vP-*6gSsMWj)iF4W*=&_C-Y<^C-G09a;Hza<02Sgv<((Ds^O;V|Zz4DK$N1=18oOuP#>&0l=v}8YK%xFeU@3Gj z#sUveW#z_NN`V7W*ZIvebIid=V}0Ewcf} zM*K&(;Yh=OVyjJ#^%Zp5 z1=bJ{3m8Ri!UlE=)q?4m@h%8GLZnM5giAWSogAT*@E(?0F+l)j7jnB(9iV?77n40d zl;QDKc(_tweJ<(NNrhL>3Fn{1y>L4B85Y>FE))>I0%#@c%WA)ycxZ z;a(d8WcnBwSISAlro{A+Q$$_BU2sQ(4|eFF*Y6CwQl4y8=K?-OEU7+Mo?h>i?%qPk zWgKyu+3XO}Zbpc5m#ZFj_?T5WCkEQyh%mLnsUSgSBS90vT)hWwV_DOdL)qOwu2Dfm z8FK2v3(V{dvj1+1JlHPW~mx*eU(+Uo7NOqPi+Eb!eMN5L1eg_ zpVs-j9V;n{k|TEL=~PNoA*3+kxK)El-vckD_tq-a=bw;_}Wfa#ChAG^;gLOF&Dtk9Wp(q;FBn4yEoJ(U*lX*}~OJOK9H z;g`AuzFgufn-zy7&W*t{i^U54&SW%{z!Q~`KUuPoaSw>F@g4Ci$`X{9OCbB@OhS_T z%j8Ov!V*npf@%f`6l_8Rd8EZLJi8WxY2oA#JtIw|WrCbDm393JAs<~AUMg$yk=3xA z-6H2N5;sfTGKoQPCpG2q_nP@z12PS%-!UWyD2a3UBpJI65=^(RzRaZB?E+^?M2+&~ zl;$C1kL^e}`|#E@%}YEGyOmA|(skCgT(G}j#rxVuvLQzP7=%QSYi?a^>wVN z#3^^Th&7fFNxszEhiZ}>o6sMhX-q7){c^1S7`8e?4P&`rKzu#9NXu=Om1?ap|Cnp^ zY^o!Sl$G#P+|+;rZk-*V6l@`+(pD~LPajb5W1lEM%+s_$whx&5}i7Slqjj`09Gdl{zA^>IX3d*S9vY z|3dWO0r5x$yX{z=(PBM?0pUz3r{eZ9*NiN-?bQiA-w6Urg#$YUP zP`-G#lqoIZsmrn(_vj+#yE=;yjW&TN>SsB8n8+}4fY9iiTGY z)h3)`nvz^kRd%C96hYu_IlfoLq`v%GVPX*FCu|TWw$g-%--rKzI?QMs7V~+Q)@plt z9v8Yqob}8}>GzA2smUUVolVRD_LvIfqOUxi$BbyyU6pYhkiu2KF%DxA4%`LW{=IgQ zN`zpwv$K=K0FA2SbmC{E7`f&8bdPWa)f}LR%UYpbjf{L4p11SmUrQB)WA!KnYR>D+ zz-FtsdLf#ZDi11V%c~ArdAOPO)wBFJwXJWB)v^Aq{4r} zVacuDr_@Ig-D(6hWyDNT$sX`u7a)oE(pLmEJp`Zn8l5@tW@j2*z}p8q!ha|_<*SK} zje6{U{GNw`pYS!{0r=)^6{~Q{bZ_Aqp_lW>KJ*#J=cAN&75h`tVAc0}YhAI^@?^+a zMtWv6t|P@oVbK&sX>HEU*$X{9`p|9~ZLP|RW!_UrbC3s;G9Qndt~ndJok0(1d9@Ta@?Fq(KM0*$)A1T`yBC z9pz|}x2~?M#*(pQ(=gMf2vnd$UsB2aITUnW0h?r*py%04TE@a5?oObW$YqCkhmg6< z%ezPe>Y>nePGHP^a=Fyxl}nz7PXvS~Z&p{ogegzDk1UGAJ$4t8MifkS4w67gZuiVwS8~YOPU0 z=0s3M|FC|U4&i9y@SE?lTHezal=T(;?mp{nuh*5lH)7~hZ#wIugRelQToaIgbKy2d zjYu#A9U?mlCOd-M5H*$+TD`&H>5zoYssW9HBRkAys}+<@V9nd?Mse^pC5PvUV?35Z zK^|&bxmTN;VwKN9+ZzgP>PfO_NE>#?ksDDp8iv=)>ZpR-`tM)SJ|zchRVM2&a3o#e z&ME!!ya!OG4Gc6n&W{!jQ<;`1PzvslUYH`&%^G6W?-P8{-B2pO_;SzNY@UL)DLtvrNn3Ww4$(DB`~{V zJBP4Re6z?irn3g{N~CQvljl@QA7pOuxu_A1Wp1d1iuY$#8XR|MqDN~`0WXU>VleZR zO_r?=%+*yaf+IE7X4K%OEd(aC9UeyZZk#RUc3{rP(=w8g(|@U8)TzU8Pd$8p)B7#4 z)=c(AWT#VjX1;z3D|Vc1GY>bhGF$P~W1`v=;87_%7?&;7MyjBKkwKJrB7<+E-{E{n zQ7J(#ajr9l6}7SdF6&u*h-f-naGI5hUzBFTZFW$@kndPP`cp-J(Y4%+SjezSB_y{Y zkr-sJ#tHObS7BY&C8c=1usEGoVO(|e3aak9wsr}})YzL6?R0|K0>0Bu>D{UPrJunu zK@725frl-t!9`rSO?&QEKQnsroK;}X96LrfLgrWcD<{!qx&MR#SD!f-#ZF)0UZ1M_ zdyAPq23B=jFe@mCNbB2!Nww{iYJ*@^J9E}Vp-L*j8uH?1WD*y6S@QR$qIQl}*;KPK zgi6g2C1{w2F3-??`iEq>V)>{p<}O4JUwBP8%u>leEDpB$*uYJ>O8iaL1x_zgXg=+E zkQ}!>L4X^Gez1jyM!nk#OfP?8y@bPui%drezkdp+L}@YTy5kO&`SlX z2ONDdfp9{)g2_jx|2(IBd_QO6DVXHemG2H6**BA4aFccGJC#=M0Q~d9BpepgqZ~$Suf|zCQ$Dd8EiS;GB^ouaQqXI2-bl9}1KAH5)u# zmCvV0u}*OJ*VI_Nll@0Ok8A3nsX{SOf}0|^(KL^HtmHh+n?!l%lT@HJqa+^Y*u2{L z=Hc{++;-PCe%ODEIc&7(fyUkP_+<@rs86=By$)D+Asg>lE|Qt5gXzboBxb4YggNl7q&}8%QN;*bcq2tZ+xE+gf@}FXi zZFq5VX~$f(g?c3kHk%%rC=3Sm^UTAQ`Uqm*Xwc~M5_*#aX|r#g?M++g ztTRP9y{I);hzSBG4Ob_H313Wj#z_Wo9AJGH{X-}U?Z&_tmn=_D^GB;~OszB_N?r%{=cOgbc8{12d1duWD70ep2j??sT3#FdP*b z+Jw+^w=YobRs!_Z`$U-dF%ZuVQ&&ozL}@Hx4dOIlp|snYwyCJg{5h0uw(SePtKT-f z_Q#FIY!hPTs#l-eUA|T-`{s7Iv_T@s4i_0|JD8#oT(4A1EI{ec488lPKr7NLULjSp zvF$Rjc(|nT!21-yFD2P2FXQ1j%0Oy+d-yCx94>8Xj?2C}v`=o4GzXG99ap9pUuMDN z*?@BF1>DqA{*QSaqL68ZPDU|0321j1*;)Z3QdY?VY1rlPTVD}GMK31On$**4ejq(v z4?fGT73J1EpU#t0ErZohd0W;MpzNM-2JEOF$k$Zup4r8}2SzZ0JBhl~Bvn3Nv%6sd zB(lhGgXe+w<411fK>#|9`!k*lhx!mBdx{Zh^1XhZFz^ek(Umv9kbTx)C#nb^4Iin~ z_~{(hbQADh`>eQr6syl-012~os1Q|;r2B?d(b%S972jag0dj}x7x(NRyTE{lgL8*IKsm90MTwtW1MA!h&{Rh4 z-IL#=fO?4l=fDFdXKb)~i=e*Zi*{~Zy7jvB_|ac3{D=e~kA3OX`2f~S2(5WN&|w9Z z>z#5NMrIfjtPK;BYvnY>26^69|I$w&pEPKmyEyd;DS>~-^~e1cUR!_9H%MLhCN0|IgYy}l$Z`wk;YN3kmcA^qY0q1NQ-2VltVn@I^J3`|Ej16K#V#+`Ma_ro9& zi}LpO2t)wRvgoOQIWpw1O~#(?!|V2MhDl#va4{8OzYhVhuVEdzptvjd4r5ot&f$)i z3By^j1wYUtTzIf0FTfsF zM;tQZP7z-69=E?16~L~)4kkXXY(5=&T`-9MfL0@=ob895?R!)krkp*;ojt2-mE^AO zd?7V|srmr|P$-Yq|2sMW`~Mq8gzEnTM#QoYZ}Ptj!GEf5^Zyegg7KdPS%e&H?F4Pz zH2>Z)b8z6Z(Q|0iNgErP>;G@9a{3O&Hct3Vf7uz|1PEhCTW1GDV@G_Zzxgu$KQSWy z(U<>=(k=`P|1%@v#9?hX`Lm|v*cVtP9HM<@SxGT5fy6fA;#opMtHq{R3m!5&Ox%w^ zm|`?=Tyv6Zd<7E#k`h^)g^#pa41d9U+WVDyOZ_#pMO9;iFV?((xewx)9z`|D0+_(Gw4H!KoTA6-EKh_48%;zS`Q)cga8FE_5c zh0_ODckeBvx*t9e{dE$W4)VUwmLAu^2od&*N? zYVuQo{k~=mda%!Vm5MtH=7`TRihB|5=|lPGQF*tr>O&#+kk4-4NQJn%QewV*!B>0t za-T(3v5%ELmOb)wT}*T*ZYnWW{q1W*#Zn3pw5?*!65E|a((9_F$$LjTm&&~;wtklf zbBKMU!TTp~Xpzb0d-xU~H)I77UsQsV9kRM7^7xGISzG<7VwKbH5`gn1(hbg#OAwZc zS0z5=$P5EeQ-V7kUAzzbLglg;tK*CxtTsq|K=E?%T5(_H zK={*n>`t4^<{Xz@ODvp8yG*omqHO%Mdr;^tBPc28bDdQTsku-(?4t{kY*8Qh)j+gt z4Zbz1VD)WNb%*DE`%Rx+hBz)Y1-nHZ$R&S&`JFzgK6mrZ9FNnIlO4$t_qQ_3vy$yZ zSRJm(HLAl^kZo32Rk`#hpi{lU#AB|~fzGZ3SfUSNZmpm8I+>Rx*{|Z$<`l<2JB1bn z*79jiPhd}XSe-37+dxmnSaB6Xr&dUvQ&V6|GXR~Jo!r>h>{qwtE?DjPxzrzVMuYCo zeNMx3M7Hvz*lqb9(6<98VM}1|LaguB}5S+RLyQ$r#PB^mw2>Zi!(Ol!lU{lC%Q$^(o z$?x8iZ^+_&ri+3zg&ba>h#3m<)t~HS_PNvLW+N;FF2UZN>-aMh1S$X70TRD^RBVA? z2@VAZW~N(~<+*_ijb*1=r;C+84!zll2|w)e;{?e&@xEP-#GMX5Paye}7x;tK&m^|oY!R_zyUE^8y&C=y z|Hr^*J0#J+5`b~8t&q@xZabE^S!O+qv1|Be7fZs$H%X$e<<7oan+-o|~cbFnLY zOK+F-F1=5v78D8O^zTa7gFt9AE#kdx!Zmk5l?tx8Yz^A#>Gdm%EhoGKin&=-m z-_(OHKMyc3wk-i~)kPzI9>HMVb@-r}>drrY9zURPyg~`W0@38bgJrr0;0HS#z7;@{ z-@E!*{_RCsj>(ojM1po(BH#lu%d6dRVTS@4@UA+5{ld;a6`zxx?9AX!tWjOE($k+_ zo539oo%np?jt2^OGQTyfzS=vm3m3V2g3hM*#`XYz^C!^cVn3d_%tm|~RhO;J^yYWm zG1Ae_OR{Hm;r>oU*$s`Y;?M%i^cLOKg5H++lcHNI0~f#mGs_EhTYetL`6neD7o~{Y*NFVai`(io|N0879t4)J7=H~=MZgcC~6+vfPi(-e&&NXcv zV)xE8oA&F5gyeTrjkU|xJnC({T7r{Y0m4RsI1}pE+A8>D^n%s&KnUYUltta5cphG- zNN6YA-b)h7y`jAzXQg{FNPB-!#1Grd#V0Y>@v6&8JU_I#r;neydp|jKPAK6g_!maA zEh0C+L#HJ*ku?g9^MABJ0&Om%$4S5&W2i!IaIVf8q~7eS%C>s#Z74n{c(=)M1}5&w z{=RVF#2g6s5Sio(t#LdoyEzr{mUWibvnX)DF6}y~_tR#Pg-N7F1r`PGt}7#zv23AV zqoqC!&Z^FMQ|6_so3{LM`(gm1S%;e~a!htfEx69{%b3i9Ipp^yR~GGPdC<~cj+<4C zB2jElf8wl;wzVVHSRH=N-e-Hii*`KyIl961R;N6O(uFM%yhN^9y%F~;U?%}cOYb=x z!wD$Vx~cEgdC;nQH=+4%&cSbwg$r|YgXGRQibJW}sB!L#fp&U7JdAjpmixJYhvy``JG5oTjot6H z`nl$hdP=veX%|pxNfx>}b7B6~ZP3na^ z#FIsnPQ+V<(FG_tOCMcu2@~!aXvRg`p|dr?5AD8EL1-)Y;WjgbcjiEX#b6b4UD`aQ zY3PhRX}s4vkX`qcz}8St7HOae5MkayGG8SXY5rD3i5E7Nx0Li`gq@@2yuj_N^rd$6 zKH`bNOorl(>5;@P&e}B7cu0ka!ES;ORgdK1cg>2C*fWjKPbl5{I6cgT3gaUYHL*hN zONr_HdYMYIF8lJDjN08xizHVek>$-^Y>P~_o1!j1ZVY^yAiFzYX2ry3Xg|a8& zCQ$qWdTcMB3efBc7o1)>>bWc=TKZ=jcRB*_K$C?^)rf}bBw1ph($sXXdcb;=M-KHK zapQQp=W|T6J{)C2ybA{w&ayBgVcEljs^p3GXwD6vJBk&B)FCW(;z!cKt^&qv3O>Md zE<&F+do&GMum$>IF)nxPbO^i;e+!DIrGcRBbs_4CJ)`jM-77&(jblhJSPX7_4YmQ| z;H1ntM~bRdIIVZ-wE5CII0>dbIOZ06D;#;5=sjCJFlA;8%`H@C)iSrKz)h*$oZe;Q zl01MJJ%9i~Yi4a|fZFzEm47t^&Ikk+oj>L>0DJ!2)? z-uVzDH@E0H%yySv+R6r^lOTcJyYwYKARwdcZ>f8^a3Tak2&u*KaKiYR^P3r+Nu`i* zNul(pLIKBjhyqn%jm)X(2@D7?je}e}XuiT|Q8y@mkRMP_C+UT4B>R7rYbE(|K#s}v zKMzrBkOb3AwD@Q}zj=%{0wNXZTXC%lY7C-IBH}nA6HQJXoo6iHRhDaMF)z28uTU=` zzCl<)34BU112h&NajVj_4O*VQXiO7;Qg>9UCfEe9;aHD`J{4Kdw^Drh@pvlEHH_9u7*3KMV<(Fp|>@p?pe+gBwY5}oT4oukVkH?y4x+b6970nu4-7-SkEeNDRAwJ_8siz4Mi_D!B3dnahnWk6aY z=9c<77=E*D*k#cZq&i(Ye8R#WAWdDN=+bUZ{`1k}vnt4M`*k;U=cMAb21p7$6McE` zZtC{pNSz}mWlU6C3kONHj{{&t@ESHx7H1-dE#FJ1ZnQBq>3fH&@j)(VYf6o&2AqP8Ngdi~msxI{vt5OA<<>#Sx(?h00C z<*0K>GSpN{G!aQ@`CZLP*n{Q{9CT0>i^0i?%ZzQgybXf~U0}oY`tg&1N|OfZqKo?F zw#7ODzbikm;hx0d3V{p#sB~xhacTPeT@kq+RWF9uyZ2p$vh=AwwVKSV<_I1STt^q^ z@;150k2U>Gv<`WJ7>VZbMYTh%@j|k6)eK zOV%@esC%yz`MY8?M*{#230y1170FE>64txOlqD>^+3czKL;kQ?9J8Od@v=!f!F<(b zkeBVg;!WwNdQCS)%szgYr^hC+c_7DV%CKoTM?61GBWk~w9bbGP7pheIpZY9~Xm4%< z%&qxY$57O*IByUYVBrp60;>53G$Rjsv1D|<2Chz;X=g+q(Dk2oOoF8eHRMaIG+#hG z-T6+&5%M7E?YrV#Bh+|4gzOPyv9VM}aOC}v6UumFsDB#wtl2g_-eGg0T-w~I*>_lq z?at~`6Yqe9Afes5G!}s2AbzH$8-e!+@%%}CX96&4c_{C9la^d$=2Pj>%E~UK>Ro|d z_bVGqkd95dZwzv5C>(2#931X)>Q6qZjW_$9!ICqth25X!5eYFDapI;J=A;;6s}tGQ z+lXSqb@&nu0w=K>lu2?HGf)(2n&Ijyww?WYL6P9B`NXD z9q9DWZt}}3iWy&;t^y6nL<4hMx39X_(=F!4nq4Dek& zFnjVa36k^28ty6_D;N@>a|XR}8B77tQF7qQe*VNqt+ap7M!#OdJFC|#ma=qy-BI(d zB#1G$a3--oHtsIXxTzuMapk7Bb$ECIs%gXcs@FqKYjs1w9pL4ZUS|Z!B1|x*T}Wa` zfn$1=vt!ID2M@VNi@F#+AiL%&XQmg7S?;vAszi0uW=Lf2oUSY($3lPi)w!V}^Yc-G zC^wL5{D}F3P6%8_%8B$Re^6f53*-V^gUjo~(|hj3!2nF(!3KYf z5K5EWk~NMM0vlz03z_4QUX?)sC&N@~HFs&mdgYfjO{V zwK-LpcPjv(_A1x-kzW8LNdIbdlt$_bgF1C20<0&2RnkV<5R4PNwFISxU9L<*x=TX( zdD6TUdD$Nsap#vxQ3r!4o3-@m)CQpA6b~EX({O?=Nk;9DC^BF!k;Ok^hiat>_z6ev z)M?rX!UJrkzPcUAjSR~2stO*B^4Rzu)e-qHn937<^&S*si z$hpI0$aAoZrqWV)h20ZiukAv0)0)!|KXJU*nZ&}uH<~}Njo3LSs8&89V*jLNk7;A- zZIXId*l1Qh9XvAz_s*W+&CT!0hDT)FBtcz-*(nXcP)Gjx~I;i}g3^DVy@cfVp?=`*HorgDf84p0tz;|$7v-rp$4;g91Vwi;hq+Acl zk{o(j!iG@sPOGSlwYuhEd_t-cNEBY0HAjjM2PhE@6{+64jht2Q@p=;y3bR3k+SwfO z5xhrfeWqXOt{158njzo}BGIaRQzbOda8)bi0y_!9T{WigE|EgMd_bx!iv zWx%N9^DC9bERMLCt?r}N64#o}6V76ZL5&QHDaO~9xCT1+Zf#o2;(C~ri z++`yl?91}PH@zCRh@B77CQdB?cI3b{<_^08a^90iuIK~mC z)7SpG=dT1_edI4-gutB5J&4GUSgkVwK@OPo{b<=V#e9#@sWV&d$c~W+^R&J9gZt(p zv^gao+I<#L5S8@qEl3HP_Ttfn@6z zJv@Pde9f6<(4W1HY>BK>MM7M?lyzr4W?bx@A}fv+AbH~W)>P@_J7m=khXy5>+d>&0 zOXfA@l-i1QXO(}B)GX!$l(p(Wk0&EL>eG&%lsxp;5EyCu1zLzYID8laM)XgUZA3t( zoLP|igUtA|@<-G-T7@Qy4N4aJUh$!F&YGvOSWLzobUA*@Z%#Z1rRU+N?~{nbcrr%t zSQ0hMvJy7TqptY7r%AiCl$`vADBwettzLJ(QLi_tiTK0zbijg&tnCb+3JD_MFWMfn8ob z1V!*nfE@zZds{MeaL20tf|i-$4wM$+G9XE zGk&R}Zh`KlBDv~yP{P@QY6()mEp=?96Dzx0e=7O?b*_VYRm+qv#1@hz>0;vsbp0NU z73LSM^hJ8cxb&FcW9hyNR19gZ%XQ3j6&rR$lKmIy!LVBBe@KB6e;5&$riJKNixAEH za;~MUp5y=07TNAMhH<$kcuWA`S}QVC`BeJ3?v#U>vak{lkDdg>8(2J$wijJMj70q; zxp0_W7jMIuSPRU>N<5#usH1F`!xf6qrQ>RYEhSIFhvEh(EXHjw=Pn8(0M#MAnjf5y z+AWtrBo^8V)G1&AqUtw3IjW((;reT-aAFqeX(W6J?r}OTRX&qo8$JV$EtLM9@poZ(vkV#zYvz zFH)CqUv6@l<^uUBjjwSW!`w0~R|G*$ymKc7ZExl<7vfwI7&2r(yPji%v?pp4Dbxo1 z>05rXKN};L2GMg`pUQBISo+mfZL4@v3D?hP3X^8*?yza(a^>mCK>oY7C2LCH8vq)5~Dq5w@pjIJcNolBwby zTt=O``ZL-xX!k!vy=_M0QKqpB8C{S@A+R>1d2YM^jPyt{@*Q}kdi=q$QTD5I@ZNTn zve!sp`v#~J?P{DNSbvbC2>z<>9!@Y29DWL^*ugmeVG|^Lqn4>({C>@x zM`#^D>=Gulm75TUSXVT()Ft`aSwoCT7;}-VI-h4E$i$T-BPgr0n3iL4?{M)QhPp|1 zg)WIUI2I`#fs1A93q5MfjWOx9WkdDQ@NV75UL#nE!UAkgbUiB#B^t}@W&SX-4pU7^ zUCIpSDcjyZ;s8rS~winD`yqV+=h;7hl#3c@$DMyXLXTd zMPN@TdW}2I8Q<7Tr^*ptEC$h_R+943Q3AGSWYv6yhl!ost_toA{3Sw(qjpz^6|zbvsDosFk?G?eFD z>+L%`6=nJ^l&OErL2gi8qD)nLcSEf&PghNIpp^dsF#;dzi`Qo%>Py$P3k&=&WG2>* z)nexwRsLP#wyR~?X)I(dC5cY9OJ{$jHC(-pM}Y9MQgOcso3}TWfJO5T^gA{40ay3_ zD7v1gp8%1)Q!m;vo2h21*;8sufHzbsiw^!BFlNh2-d=QO$zE_|`*jTWwl&d#%$R?u5EsXTZcniFK^ZZmJ9Qd!whfpQ&3gwirc`1LawUJZO7`6 z;j)ARx1$LA@ltyZc+O1BS|5DwiI|NksriwebZ18ewY_U#4>IBrkSO53bn0Jqtl+xV4>FGq%RO|R&^2MSX=y%1J6jIZzsYok9_cV8VlX*)&xuvbk?g* z(C}rFUgFe6%A-qBoF)pfl~M~3;sy+|ZrMVk1 ztT?7r)UrfLIT3_KY6Rd9i%sN@u*I)0TpgxC(<`f+m_p?P6@;;* zrfbZhsvgb#k`B$D@R7CpF*e}J=EAX&<3mF>(ksC7b%_q5Cz9lsSqcD(07xPaOqmZT zYyd3Ar}_4s6~+99o9o~C|9?}LhJk_ZU&%9A7{2{yq*HRYGp3U@uuyce{?Eh_Mpk)x zIeJ!Q`bMSNx|t`c37QzNI~e2ugNt)N!M<18*FF*`RFgv&7XUyofa7SWkbl>qzoeIc z4amQYGO@8T(kVI{IQ_M%CN1?(^U}sn`bPRr`v0Q?+(c3K8zHYP?^ zYJ5g|21Yu1b~;8T8U`j#`oAaszYaoPsP8Lo2O|?s1!2*Dnft!uAvAMxvg4$qb9Hs4 zb!DQpbugu4;Nak(qi3XJWTg3)pmB7!ang6Av2i5&r;`7!N7&fW(81i!$=uck|F2$s z16yY&9zw#uhW_LDmtWR)|6$0+k@g=x(i+-Y)4A!}(J|1{)BP79Y3ctn%-Z_jB8?3H z17_#!VD%5Dj11|Ft&FX|*-nn%78(96&h9_O`F^BQ>@HQk}OON z(o%ITOifdCO-#*AbS;z8l64I&Q!FfuEG>=G3@pLMqUyyk*E6rUBrz{J6=tqMD$pn+ zBXeD2V@q?OxrS-FN#=>Ey2+-=risQ$mWF0VsW5Yq^kSG>T$+@Xnp}bu!@zh3=d<9{ zLR3+hL{6rip&2lKL74`~Mi>cF02W2n3UdagRW>QfR=}{$O)RlXEGWpyOil#lMtxv% zwb4gNAuIr?PX?u%{30}KL2f~{6`EY3j`Vd7b`2uM$yjXy* zg28Jl!C5{tHO0=w3Y6sy3=IqoEsPC}f$0F7Ds)4f^K%Ol^D6aW0SAc+q#_tB0TBfj z@W8r7A6~h@^gv>iRwTm3w6Xzc?x-as1@35YjRqGTqK16Ns32P7uAA` z3(-AI%>(vH%YmIwZ2e#Sw}_$*NSImT8;>wD3pNM<_QcE2>7UgO+;HLhIUmhFGeZV0 zHcg2pPho>hKEXyW31<;E;((>%;J!vpJh~X1ch#2&`@n5Y#R!?DXwAcuU(bw5Gb5!)oW;hxYTOm=2{V zrR7>oOuuOppR;qu<)^D=t9PG{mX$GG$v183W0q8T)l)2!9T)A=u#&6m(iy8R zsmb{%sle?$xy3d%`p)?|rMY><3a0u2MZkSP$-wr%f}xR}oj#VcN8OWbWbL%)Ey`Wn|tMMjJLXlF(6ZXxLVvVj(8uEV2uVfTURBK9MnXFLG q==+mjkdecH;ld1o3@jlE>@pUWR1~GA@p2g&n(=a}0\n" - - # Assert that the decoded labels match the assistant's response with <|im_end|>\n - self.assertEqual(decoded_labels, assistant_response_with_end) \ No newline at end of file + \ No newline at end of file