From d4afa19878f43b6228ef93a2ed9e4d70090339bf Mon Sep 17 00:00:00 2001 From: Net Zhang Date: Tue, 3 Jun 2025 17:36:04 -0400 Subject: [PATCH] added instruction to config HF dataset viewer for image dataset --- .../The-Hugging-Face-Dataset-Upload-Guide.md | 102 ++++++++++++++++++ .../HF-dataset-upload/hf_dataset_viewer.png | Bin 0 -> 90561 bytes 2 files changed, 102 insertions(+) create mode 100644 docs/wiki-guide/images/HF-dataset-upload/hf_dataset_viewer.png diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index fea4a61..49ff6e3 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -77,3 +77,105 @@ git add git commit -m 'comments' git push ``` +## Config Dataset Viewer For Image Dataset + +The Hugging Face Dataset Viewer allows you to visualize the image dataset alongside image associated metadata in your web browser. + +![Hugging Face Dataset Viewer](images/HF-dataset-upload/hf_dataset_viewer.png){ loading=lazy } + +To enable the dataset viewer, you can +- Create a `data` folder at root directory +- Go to `data` directory and place your image files (e.g., `.jpg`, `.png`) into separate folders named `train`, `test`, and `validation`, with each folder containing the images for that split. + +Example structure: +``` bash +repo_root +├── data +│ ├── test +│ │ ├── img_1.png +│ │ ├── img_2.png +│ │ └── img_3.png +│ ├── train +│ └── validation +└── README.md +``` + +!!! warning Be careful with folder names + Avoid including "test", "train", or "validation" in other folder names in your repo, as this may confuse the HF Dataset Viewer and cause it to display the wrong folder. + +If you’d like to display additional columns of metadata alongside your images in the dataset viewer, you should create a `metadata.csv` file. This file **must** include a `file_name` column that links each image file to its metadata. **The `metadata.csv` file should be placed either in the same directory as the images it describes or in any parent directory.** + +**Example: metadata in the same directory as images** + +Folder structure: +``` bash +repo_root +├── data +│ ├── test +│ │ ├── img_1.png +│ │ ├── img_2.png +│ │ ├── img_3.png +│ │ └── metadata.csv +│ ├── train +│ └── validation +└── README.md +``` +`metadata.csv`: +``` +file_name,genus,species +img_1.png,acinonyx,jubatus +img_2.png,antidorcas,marsupialis, +img_3.png,bos,taurus +``` + + +**Example: metadata in a parent directory, referencing images in subfolders** + +Folder Structure: +``` bash +repo_root +├── data +│ ├── test +│ │ ├── metadata.csv +│ │ ├── bird +│ │ │ └── img_1.png +│ │ ├── insect +│ │ │ └── img_2.png +│ │ └── plant +│ │ └── img_3.png +│ ├── train +│ └── validation +└── README.md +``` + +!!! note + When referencing images in subfolders, use relative paths in the `file_name` column. + +`metadata.csv` +``` +file_name,genus,species +bird/img_1.png,acinonyx,jubatus +insect/img_2.png,antidorcas,marsupialis, +plant/img_3.png,bos,taurus +``` + +Dataset Card `README.md` +``` YAML +configs: + - config_name: default + drop_labels: false +``` +You can disable this automatic addition of the `label` column by specifying the YAML config in the dataset card. If your directory names have no special meaning, set `drop_labels: true` in the `README` header. + +**Additional reference:** + +- Example repo: + - [imageomics/IDLE-OO-Camera-Traps](https://huggingface.co/datasets/imageomics/IDLE-OO-Camera-Traps) + - [HF Image Dataset Collection](https://huggingface.co/collections/datasets-examples/image-dataset-6568e7cf28639db76eb92d65) + +- Hugging Face Documentation: + - [Data files configuration](https://huggingface.co/docs/hub/datasets-data-files-configuration) + - [Dataset file names & splits](https://huggingface.co/docs/hub/datasets-file-names-and-splits) + - [Config customized dataset structure](https://huggingface.co/docs/hub/datasets-manual-configuration) + - [Config image dataset](https://huggingface.co/docs/hub/datasets-image) + diff --git a/docs/wiki-guide/images/HF-dataset-upload/hf_dataset_viewer.png b/docs/wiki-guide/images/HF-dataset-upload/hf_dataset_viewer.png new file mode 100644 index 0000000000000000000000000000000000000000..37d5555ef636430655819d1148c1bf896a300825 GIT binary patch literal 90561 zcmb@tWmKD6)GpdWaWC#r3be)DNpXr>ai_Sulj2ak6e(`S9fG^IxI+o<#e#(d30%7O z{_Z(H?w@nVSz}}*d6TS}wdR`k%;$|(Q<1~Lq`-Xk>>17nd1;Mj&t5P+dxj*5j{0>_N*=e>)s6I={<&vyq^2BXSn@;AJ2!KOFun( z_W0w2w1k$A@$o8}Dbf5g>W09t;$%roHjGXf%@3WoGcSm>SWA6~+n3Hm{AB9#jJ2-N zYC65u)t?g+e_Q+EjUJY$Hp6e3e7~QW{egefs=>A$qXSRLt7LK_z?`8ad6PWQD5{951Z&;RnIF)JioZ8Ps&Uw>)QK6t*FBgWMIj%-}Wv# z;TP>16Ts&V-Ul|QE;FG!s#74M0|01md|Q7u@6b(tt@7sR?n$)K($+)5Vv71ZexB?M zh~;TJ!f$UX2-Tc@Y?*UVW=iw}72=?xF(|Dq{$~TTF2)!K7-Kd1O&zK(R z9P5p5?Aq-54r^FqdQ_QnjV~rgDN)wSWjq@`S(l%r{P0V~`%grv>?Ia` zs_eapEw^|a&)d7xoa5ZI%*e_y-ktPWEx^9rvUA1pLn?PAi+|Ab{4@TWK1Btg*btl} z)|lGPt&=tJH)j{JU5uncdSwfzmRjFY2*oAxJ!zYFJ{?y5yLTT|Ro(|8c6Q`JL_cjE zr>%pH{5=mKyC>lRo;k-Ot(wYrjw!3%tVbiMKvThhfPjtcTr6ikYO}yM=E1jf+QqBP zcWLe24kaN0J~!!&238}Q?tP1ZmN9V4>xJFd|LTI-_cX*S{%H(TnXN<=XX+}oKS;6vZudYfcYi%i>$1laDDxlAL-(a>@Yp=ouGyWn;)rL`3ccj z3m@hv#E*srsh2icKd_0Ii=vLe1PcPW(9C3dp8HBt;fRWExd;S^P8 zqyVe%qdXusSNnM0;4ptUkEG`mP;p%^FbJ|av>4PAm%p9| z0bv=@tY0_ujH3NMlhq!2JHMAP!kYd@M`5bi(H@a$zYKD&0J4NL;>cYe4|lx)6{5=K z>vbP-!IHyU>XO#h86BspEi`%Ur{8Cpb|mZ&i7H|m5UpU zyYlv0Tq*F1xZ~=8mqg*oJ*kJ|(D-3c@Y}`OdauRNr(q9UrkMn@Fd2pRs$@* z+|l-gdaJ%KTKmCkj4@)~)r2lj)?SmOl{{Ml@?pf$(g+?N&K!vpu6G#PCKAP<2>r z(J(Gk%N<-;W3gJW@1l(SXPr_&+=JHX*z@#iq;I<3FhCvezU>~b5?o7Qzvw(C?tQv! zw6q=s{|dGwr|s?6tQ@W3)4`TTOB+t}I`L@4?iaC3vyF1UYgh1REEN{H{xt~_zkJV@ zd~M6?=l_kuNFR)E5cRu@!%w#A8NI7Il!XZbb{8w z1(JyFr##{5){m>ndDHsXdLni7i6J~a!t+BY<0N94j^WOn;4Ir$*` zZBLdd8k=b4MZXly>P4}Q!ue0?A3!I0O_9vsDoiD5((A0o^*b&OkHW|C0QW^u|DzM{ z7*Bx58K;ssQ!&vI*>Hcl3;kcM?Y?!z$wexB0k?XV&3Qd*kV5h3?9l)2l z+NQ>vpZCjf9M6cjNyVUUBb#2}ZT^XjW>q#XgR86N+Y05O>s*qG$%Uv1#h&SogMvTy z4yof_zvsD)%mIKx@cT@p*K(^08O2jUv+`GIo>Rsq&JA;%3tdl+SWAl6aRDhb!Z_p+ zu}%rUDukV%qd_*)7y;(@yN5f1Oxm>NM1jJEH~A^L+v~VujuWLnNMz*m){qF1juxfz zvRLmTUU9SH(-XKxRXV$`yV;0I4=u%Shlx9UDs>dsu)|$a);y0}*f(&v`kCpt? zI6g+rn!v?&jcuDrh!%AS zGL>3goynak29d_LcU2$O_}Nk^*RUQBv%UB7YFb!pFwnU=@g%r4tfWB9+9W`xt6Y5U z&SRD>Z~rWv|M0v4?U_tk)E!Re8JJwz{Xn%@CG3yHk*rx*IM;`f7cKi2q>Nux9v0la z2jxUm1clEwUpr5MI3nb7<#~BeB`r9^&%4_Y6uv( z_Ue z8j3iwcO{)mN^Q`RR1Hyw7;~HOA21Y$@{d`YgIU@Ya;kmZ zG)w7SM$XE0QVr7O0{C>UUC?x8B&mtQ-A`%Iz|T4sh{KY58gtMGrmgO)0H_W##(k-& zJVuyo$0s$M-Oa9>!r;YzI@$c=I_mq$H!XDyC*!Y1Z0DW7X5@NR$eWBA-@mN3(XSLI zYU&0O4vnwHwqzRji+Dq2vXq}|{J8|(u=T;knh>!DqL}Ss!L;7S5mrkHlLiU>*yL6l z4Dh|yim3&!bF4IkNY`veSCWmIuL zGPK+A{(&YYxK*Z^cmwLCH4tOn-fF99qNn!-*5RPc=7FlJ`KCszjm2cxkdFA5GBG8= z3{zPf#QWnwZ>BC$Au3H;s^}$6xx@q7$RXX(MQh;a(AI_BgYCd)#qSAKZsz1-HUi-r z(~F-COa`V1C%1o3#@lE*1t6%D&Jiyf)>a~h>O~z{mnul;`G>-w&XWTLCkwVl-+<5Z z34-NCbH3yivk`1N2mj8B=>(_@gGURe?sDWfxkbs*W|5}_g;8R1ZaB1a)khsKDH#g- z@F_B)WSW}Y=xpa-M85tPaBM zGG4`_|6upp9kZU{WB0eg^q^gL-C(~KueE@cX?8RW=Fg>q0EZj^jd!{4pi&S4WMzRy zUNHW+R$dxyUb1fzne*Z8(LGLeHOu1$`rNyp)9Za^4%6;{%)9h6ixW-{F;5EH8x4kj ztWHD#7vS}aYz+;}NJ`p`1l!>2koy!P3?JW}4_cgyD2dg#xnUoN@t1VnI zk!=$n_Y0Z!txb$*GgQ-|1co zhcrKq>2Q5N-Hmi0b>2UNS5Y}#&QlyGgKLzyY$|3@H}I&Gg`xw20kO<9eq^)O97A0W z#AC`FgN?T3FgbTF1TZsywJxQJ-1!&hV-TTY9XXIWXW*A(%=uRje;a!3Z0-KJ_+dWp zq0y-xqh`}sA_Xc9k?q=eGT6beF6b7mgV&#D>OiH#rJYEj$ZY$rfzxS8tD{R;c^t+) z79bI4vK4Sb*3Dc*&Q4>0Lga0$Sye2xd`&!v#f1qStVsCqToN~)H8bWY!YG=2{Zy`L z?zOM1opDD{jLPJ(f)1!6m7J5Qw!}-%UL#mcvDhLatCl|}EZS&X_i9C{2^|SW8Rksr7 z4m&6C_(MSJYFKr$Y{5hmN;-7x(g$(QT=%AvnMuW_AfYH|_!lkL9bmFF2&-1OoqpM? z&a{6hFv@0Lu^Uk&)&_dkbPxI^oZuDhvmeb|rK$UP=mvGnC`V1{#|tox@a=A z!ie^HE>0JoNTg7jgQ)3E?@39&g!Aaa`;^AOWYN#lN>{R0owE?X__Hq2Tg7shm20ln zKMsV^l@aG>q(97Z(y^0+1xj9>q@{5lsej+UOuw7fhkG7J^52r7$4MV9;%)x6-m_?h zw2to2%t|Wg>g+pM1fFpxvmEm)yQtysJ;H=KxF3}rmKuN5J{~AWTHH+-EuSDIjQdfn zwt4jpu&|3*2i#fhY^0*EHa~|@8-Jl@rpTWqhJLy2$II_Wvk0@R?tpy6ju#3?239TJ z{VJL_vC!>&OW5uTItP8wFFC5@im0Pr?0RmOKitTui^v4sz$H4{Zy}LlKKEavTO0;5 zb(3e2s%DM*i_{l4XTm8HSBqGx=OQ%wD=tIFYgS_EbxMO4fnN~QQk+oP`M^1`mg;`4 z4)4y4p^t=Ie~yT*sC+XiEML=fwXxKvJ%EKL7$Ihw@nbW>kgd^u3TJ0$IGqVlQTl^( zvRcV_`E&%waS4SzbEcE=!luJ=%xyNf`oaE7TW6%jp{R(k*Vo&wXR3zcxPhqg{g(Yq z+i8T#1c38bW8{zT7E0aQ5bLn_lfli~nvN}Xw=Ro^{ewrdJbN%C8lVNvJ%=w+uHy}H z?qoM%Aw}6~L-m0D(cA#;2(Ns7_Vwbk>_!)m~v48;lzB&c51}B&dx}vZX-OUPv@p=P-dGH+F7wa zzdXt1^|DP~s6XE_-F3KK*VBes9C%>wpp|^?JVUrxYCMXk4^%X~te7)FEF>cC=I^EO zXJz(yUOHObYvFzZ@K0z~u`4yG?OAnru7c9ffmr7=kJ?An(NR&Q#VvmIK`DK~32Q)A zmb|Al+`4h1iLQ2$47;>uqO4#4RafQj_9oX-|9jd>UiL~ygP6{}TbmiAD5?Og;iT`t-_;`%ogWPwZF@{qb65z9QmlR?@IuUR$VfWxC_ zGtBE7X?(eb&PJZ)y6q_oMn5lfhm$skj`{G(8}2_KfY>8aeIg;NG2t?cPpx{D6c;@!9;w7;LXK{cc(}7Bxdf@<$a9+fsdQ zZ`1jJDp>25MJ3*>1Mf=+`Q@4rHR&%lGA5AHp~bxO9sO{6;*gk&dZEuiIYIpK1K|a> zx}$j9ZGM^3&VahSL^sPU>$jHN8rCOdxV(2K_C7SWqy5AgIcv%OvoOBF8^4X;cT%5dUDzdn&?VaUDqvgvfH?0vDgN`q>Cu ziSiTHbf5EUL(+I&f&z=hVr;7tEY3%Hxb6xa6EROxs*#S$dEH()Au7b@h58}D>H)dj zpx`v)0175r=PLh68lyU^6V$5id;8gP6q>*TW2NuHIKLOrsB9i%AHs7B?+QIPB&Y<7 z$1#Nt74>JYTiCTB38C<=b-F7uPSow{PJ`?>G!0&h6Gjfjg$Ta3_K6_F8`$MnlP@4J z46v_xchu5-HL7A9LQBHYyG5J2F-gsj0Cg{@D%YJmEbmsVbv`p9C`fI*vv%<)6dHEiA*!dz>54Lw*V5^M{g zw=x7Exof9snKwGvdX<}G`76GMiga_p*ooYPgCzo){4p=U!*z^(Dg5WqgTjPTd659Q5<7S}FOd^)P`2 z2zX?Zji(7MJt%-hAkJ0=mfEca?Bs}y4ZO#i1={$;L)ieVeHViZd$Rx-y<~TG|5pxg ztb=f(6aPHVO&Gn31 zy6}j8#+&(?3QH1fELORSAD*AR<+63A-P!rce*q$?)<7TS{56yfNK@v-aV#~bO7gM_2(N>xN7?l=HNgPLhq^y0 zkKTG9*<{r3OBY~O!F-bZ0bk6LQET-_N&K?;FfQA0!Ek4jx2{IN9k<=SRvayZsT{;f zA6s4k9vX>sl*mdz06_$MrE#bB5r;K#^Qs%6Q|GpLmgx5_mw;{em5tOW;adSGe+Lqp zuY0`-wSSZpJu-B4po^+qRI%292H^!Jh~^U$lI!i|AUjg0`GCe9!o1$ke|Kfcyd zQ8<4u5&es7mkU`6vv!Tv&mn&ddZ{Y<$Xa~OzB&H#5O#V62`NheM7J}6(6l=u7Mlmm z4rkrZ6Dho}XL-1a!zrBZ?%*y`bWEb}x?S06+TWn##t45=uJOD9rdd%gIFCv!zIC6g zAL|WWy{DSg6g2AMTdHTKLO%T#q-rL8{ZK$bz*x=F?s$CQOJALstc*79z0NiiNgHV8 zsPpn=yzTns<%P@eDvW_q=*QC8K7S!+(Z|e zQ^E_+9Vs1U8F}L)I2KBK=e|o%ilkW}FbjRrc#3lKT?Dt=1KV%4n0u>eLGh0#$g7FB z{a8M5=lN~$9p~jJ@0Guk(8KK?k$cb~b%&tdAh1_19l9s{0z1<_d!Le&;q_{Ij?s3( zeTU&rZ^_x0PA{mjr}rHD7ihEBJN^z=o+}G=uw$(t~ZE+*uogY1@|8oBXik#}KB%AD7aRy%IID_!X^dpM#m}f!RCR^q6 zf+YUPdygH@S>`&lyZB$gw;e?v*=j%iVJhOy$}0w8(vHQ4!|s5lqks5Y%hg7V=QdxG~M2E|;h2kyUm-E~bvptYPc|`j{aA+UbAj)-qNOX18&n`jypA(3(u{=-{f%s7BeXDTDR>Sw99FOK zPTL>pJ7bWC41`#11>H7Yy9G!RfH^TAG}N5#iqW?n32pDr?`lMns24F1?IRzWgHf+@Fu@C08{5!3e4_gns z5bXz#R{}oJ8MR}BP9nhL_xS4M8o5W=Ai>sSv#YLtTCB$aBt&8GaoD)s8rYSam&B+o z(tJK{(LCO(A~f_y{PqjU+&*Vexq?oU~|no9o#kjwwXeEZMEN7yW5*h%c2R0Lf}ak9O2??TUUBKQZWqEiUQm zd0Y8Uw^2d_o6w)-UrAZRsaL=AjVK)u)^cV2t=qH1&8eeLP~$b&&xopK)qJ-U=v0lu z^7sJW^!W(=?bX96opZ0}kE(e7z&5=3Dz^RxMQZ<9gu5uNH(!LCWV}WCEOs@VM zwq0=DFmTeLtEVbeRTjBW9JV|9=iOddYk5rDJ7&Yhn9;m*#kM{CszJ>XxuXTH7e|0v za5eC#w@{74f-uM=Pzwac-goe$zBTi42flXJ{Q|WMB)N93X&c@%9ZjfkF{BhH5tD6{ z==I`TG0Qv$ZG!U_TXc6yZ7V^mOyP)_WrK1{hs0KlZbabR`Na~5IWxp`VnjN}7+o`C zB!ES(6_bfQmlHQ(+=om;LWa0U!R^&s4DWS!0KbEa+i0jdXMVF?{cNo>ROg>I`K-#l zjLF!;DWl=EWH*G}9gupDV#r-orri6&Wjn;=+@<@CJ=V+Go#M>8%^}#ii*sitBRM5d z{{8Wi3i=c#Q>xh&LxTA-yvxR_0spsu*AR6f6wS0L_e=OAg7kJ&>NQRYY`a}x$gJ&Q zWyF171j$>lZMSy%sgn>{F{O=Z>=hK-yPZ?FU^*q}V`Nj9l+NdkT5apx;PU-YAm9O= zNxTq{IOB6tdaDmtP$R2(`OyTAZD_*`k954G(YD?+Br574WU+nyJ+HGFEYIZ~p}Q56 z_+3j_WS0Nej+a*prRFGvr&eOV-n&i5hy6RG8WABF``uMV;MLK`fUd*Ac~3^9PzHSU zMC8Yil|DkNP)Gl;W`T^`gJ$0pI@PM~6JL@~M@Q4YuU>$wPJSDA3GVKqHN@0l64P*` zpEWii%N2YFV)6?GT!w!%yvO&b-j6&U7}qUWzc4#VjSF0V(A#n+qKeZ|y6YlaWi1+b z_z`bH5Vz&}VP76zaysnYouUDq`S_7b`N?Qrm9Lpcm~Ig#EuCGIEERgY2?&+_`Xy}O zW3ELg9*Ep$$evzm+g();Ff!8V8z%bv`7_^f#84EI$MSKNvr@?lp-90XgSWI?H&J_+%$aV!194+kC(lBLGYQZp4qJL3(NMcf2 z!ZEAwMJ$n4O9TqxKYSFeLX?FsGb(GKMMb+J8YArZm6UkoPjY~MH%4Kn@Rh&~NeeShwiB?|>EQeO{i@1RG=rNztlnxaP&DZ%_@_40s=&kPSO9o>de+b`%k3lD z*pYXNrg0d5_v4kD$X_B7S|kI9fMWJaIy6#Tfq_|meqS?nc8ByC?fSD%)>+dkEsC0& zPmCmBs1@Os<|jk>4S^2tERzw3SV>LUG#hmm;8`9It&n%@8Q5gCcn ze*~|j;o85Z^v@9eAMHy^?{NJm^=UB)X1y=|V}to(|3{2^VqaNw6qt*U9IQXVX8#OB za}|*?U9#$(w%`OFo0_30;5##iGd{yHKdFyuub(e&oF(LT3Mi@ftD< zt_q;Me&693jP}x%6NDjaxN7YD4-x9gFb@mvQ3$8Exez&AHd$@Bv>mO_Xe)(chSJu8 z%Men~=Ob3o0=%<7%qC_PYc#-Zr4>It`_A#;Aq#xk76QdZ-78!v&fObdpX-OW={A}h z^eXp_xV9%~4GaJ2NS#mfAtZWY96z~@z@)1cUF7<>FMbe<6E+=Ldj`|82Nn*6I=^`( zaxJ$Q55+&IG^O(eT+@i#BWTFN)qp*dCUKO6k%~Q7G5Jw!R!4ww;$xV5M?DU>wFfR zo44Q75d*v)IE!etg*ZS*Ahe2Dc13_t%KUSpcCyR55p3ha9g|3Mx-xK5jAfEZ$q^+<9&<>A=K^&!;8 z;i$SF#JI_*^`4pPUk5|lEqbnU& zOy`=grtshK@^#tQTn637IaJcKW7a0 zogt_C0o(-csQND8XpmkO@`>Y>AiBJGNT{Fx4YiDh-Rncpyn#_lZXuBV-yanm=4GJ} z1|RtC8;-Sj3Yy2>aU+Q^bjiG#!F84jS;HVup3d+3aCZo{#FTABZK@X84<^7pmfj+# zdsADalc4aZCOx-kU^LYt@mfPg(8mJpe=IvzRn2B~m`&)rUquD0V9;yYIMmp_Fs?!_ zho79-lncm7!)crIDBbi7wCE7g7w1V`rK@+`v9!WS{eE-9e~7U-ABUxnUSDia`M&44 zs!aa8n@L#Jk48N(352BN$m2T12L+;;EqykNN)QSG2r%mn&+ahr@Y66*6m2g;ha1`B zYH~xr3&aiAYJ;9Xk_{xZ5cT^l_Ewt+Y+_4JTkO#3E(C_Lh5ulB+UcFx8X)ILj@(nE zE5MSl+#~$Q6Q$3p99He(lZF3`dcTt;9KzeMrkoTK(*7!KyNfi9zBVW@eS!#5gHaVJ z|JWceWV2vBWp`CFV1(o~joO zM&;C2K79FqIkWRhyJGhpvDNJM*Jt`h|MRT= zp?tB5>c0afz5Bm8`2SNcF3pJP0C<7yH}uExzv;9na`UFz5)9n9p$qjJ;BLNb?I2|3cY-rDbm9U48^m>s*xqvhT z2H4V}7li5j@15D2M>14?N#3rZ?YaIn z@Rh0+KBi?{s?g~|^P~n5g5T3n(`8RGW{|iBviZwuvQ^B7KVX+PAC5|+V`xLBb&S7= zdm@s`@SFkJtL6Tdqra{sMozuYS7(4OE@1up@3T~esJw$^j1{hiw8iq&jns1}AhYQpng;9Admdy{E@1X3e~2sVx?doLjRz0W><6rQlImPMZc zQ4-W1S?^CR+59_cQ=(V)q&-=GViMzxrp6w5zfS5m8h1@sO_keg!ZTGF*k+ecR{o^p z>jF@Nean7Mqe(mw%p&&6Y!xEkhYd8!HSn9gkr%;oZ#o%^jw)rM5ZZcqe^)1mPem0* z{KTwiPgTNX6o1$-@_?)nn*?^E>*?wF(Js~v{f!+dMNc7mmnFUBnlIpD=l#Im1%V@wFLyl&_p_kbIt`><7Y!nAla|Tfo%#h| z^khp+7eM7XDZXsWQ28+`8dCH+Gx;*H=>W|0A`*CyC3mGFv%FEDNXY=Lv0O4^vwb^L zPAiKF>APcrhD26|oH;%H-k-|Edtz4vH(Ok{6rY_2 zu~i?flHhc}wjjWcxifc{#e*Chs#$bIgmFZd@=RUOD*eumN!W*kN34_CpaG_;m12(S zz%A|A=ns80M+vsc$9}W3E#>FW?^}h)kZGRq$rI|xytZsE^Er9m5#w;>$a>J`Q%}%p zxyyoiMq}1x(Wtq9auN^t*r^Y3XMg(*zOxMjNyb)Gci}RBb*O&%?fF01QR(ZP?v!l= zmo18-u!;F^lnn_8co~_e)WQ*c)Ok^fl z=VnA>oU1PwKZW20$1k{D3)=7|S%;QeUUF(|Cf=@xASLwms6~^T4+vqj0{^^|-jeev z1+WY2e$m8{sd7V-?PP37)6^WX{PHT!~wQ zvPsUODl|j8(2#1m4#!61S*Jz(_UIGSqmT5-P%RQRL)SGy`G0rJf4>v&>}qy$)1-MN z>cLG0IjHzw4>YgI*p;%af^CE2V1huC9F8BbnfF-pB9fCV zm{x+WdW+)FXV(n-^RP=9yf(dSdU0g4JKe(L*W{Rxll^JLa?a4PS@!X%`_pRQe@fUl4EK;(#Ycse)S8mF4b}nB;kPR zH9&k$v-scJA0$JZ2^*u;sm(K9F>w;0@s~q} zS*H1ajci^zMVFHxe2NaxNPYJ@C&!W(p~lQ3*B-Z7mFd(+xXwgp)kg@o0xR6Zk3YVF z#qhxbKJP#95KacRC_*+04vfa(xJa0OAV)TW5B%+#}hiMZ2Tn;1jsInKLvF!jtVVVnE8a=#`#ega0n=3 zx0?Om>^bnQp2=5fhxx9uXGJ+hEp)ls%;GP#pD;TBh~k@8r3jWfi4SSkBXR1G&1Sbh~+lV8%tVQQI z@=`ROwQ)?Zk(}vmBt|KZ*E_5DdB1Opr@waU=U<#TCSZ80$VT$Sa6(oc{e~|%85~C; zx?SdkGh<>?Mb#+7xW9=K!%#QpwwSs0o40MmE=U^dx<~u-`{l=LoS8(#b*K&en<-f9!wkUALZ2H4rlJgnkYqT=0m(!q7CS( zoi>kSk#9UYAD$~6a7-p~=AZL7$K6I{iG;5p*!Fr-boz#X z=SB^S8_mS}XceI`=eIMTir5}rj6NOfhr_SNigql-EDO}1%jWT)cnXX4HUJa`ePn}0 zw&o@a%4;fQimN}d>D%pfQo@dF34~C8Gt*F|Cgo* z#QZeoaWL%Mf`Eu9s-n8{c_d!;ov!s$`dM%|#`3PoB3Nkr0ZLdMHGB*)?k86MeB7bs z5a5bm?cdB{7089Q*oY_LWre%3ADQI{+1eBOm42UVz}Xgkm}7C0)8@y{w0gxJzoc9u zRU&bF#iBaK=gui+>@@g>-4YQn7Sv2rJVBYjf7jg?$iab}5#KvU8Cj^Dhq4zyh@@P$ zbUTjaa|ipB_kgd|8Yn6(5Ad}t@ud`pLjoM8bWFC7_BX13?zTV%b1SKrRfb~APUS#F(BgHVv{db$#6FxKX=^|9OTSmzQaSc-*7h_e zfWh?BDcYR9215T{cmf{&FaMeU9n<*#o;qFOZTi{8g=E7X+cdDp^eVQSY;zOzZw&hz z#~3d$Fstrb7@0Ml+1gto;#?L3VTCHIZMC{?1O(*aT?n*1<;T1BkA+ToZ?=H}+E;B44NW{vnTUQE|u zb+$+?BG*wD0W*n;vyVDYGl^C{T4ZPs2`B8r@y{EMQYRBCqBK|jEf^q*L86*%iPu5h z;Cvi1NBh`E(5d-7ML6!7>=M4+Qs>UEUA>GKvj#GJXW{$bp>WW$>XmMF-c1AxIJMl6 z+;_nJ9SpmTA^JOaGV7-6Ibtox7c5uoyM)|V&qX~SiDGRD%9aoF`G4Yr4R3A|gpNKM0dZf7iU`knmW>h`15ZdXd7;-ZthqVnJb zH5kgiKQcZp18zD=O!uKG(a^Z6wwxw8w^;7+UKD`)r@4wmp_JfKOT@1+F*ke4t$h)x z&J9cIN6nYJq&r^iz#_k`qUpl9vzYsq=>oMZ1%ea5RWmJD3PjAS4nfc;&5x-yT?T(J zxVR4M3)VZKO)RY%&zScir!R@&CiR+?f}5~}n=tzFmG8{F%qX}|!$yNjbf;V{w&qs1yTDWbK2vlJ+O<{0S-`+7pDKU)Y98>l4iG^ z-QE1Wy!Xy5dO;F27ndg!OGZto2G<7oJR9mt)T=bXxYd;cU3+guc{wrt)7X1rF2#Ez zYUx`b6PxIBxBR_{_Of()S0-@NwbAr$K>~tKCbNqvwJHw$h$X9Ru8pB~&ZY&YC&!zh zTc@n-KBF|2K8KRZmTUUZ0jq<5B5G^KTO3wLYTt+ef}}UQ@|SZ(6ZfQg~AENo2}GE7{_h&6oL%65I8IwvhrZ@bD=~9ZsxS z0?>=s1jsv)@is;UOoq_9zfV`WXRT?H0>~FVc+5u4zc1YBCe2b1I(3l5edHJ(wU=D1 zU}jir#4#ze?SgMoq-Wv`kLxryt4uZnidXolJaGdGiecPqdcGt{b?OU2^`dwxvd#CN zK5`3>&g2I!^=qt zQ$i2KCf)0D+W>Fg^U2t6Ch`Z{5tt zUpWYssa&}e)>)pvVm0ZiI`~e&t|B#CNq@K{*mVE8+m+NSfRC1Ti9MnEe2Ly>yAvx{ z9LCRoEEFQfvNqJgh<4T0MtsS2cYdQ=zE@FIL(Bh)t&zA5^v2egZRu>N-{(56rdCRs z$8uEX>E1Bnq;X+`T&Zb6T%3E&I&XwNpBUfd53I9mYjC5U?P&5j>0Wn-yvgI``8>bL z71b22U z@&^>phfy0iuZiqbmM+ZMxhftvG6sJUvv-yyqv^La`2+TLS{0 z$coy?35xCjrnPVidVwbfWgYtYyRrG#vSON>g8(LkZmRe#^RgH7)u3*o{bjO>HPP7><&NYMN(dK;yTKz^nR1e88|*_ zr;~0=xyVBEWRAP3!?al=%%t&ai@%$zRFuQr68(4oGF1tNl&{gLo^#r`W8T+Gl zInx|xcj#x`Bha&n_fIeB31m}i#bVmIj-3?0dA4ZikDS5lSnSO>7q^lZY5M!v%KQLHu_;f0@Ne2mX$=qO zmFu6PV=b~ym$mGZLbx^k1;mdBZ2xN2BcH{)H*BfXow*CKr?}#F#CvbQoK42#B+A}> z@opt>9r<9sgd>&hh9J2nGvq+n^NMR^pcddZiJ8NYHOZddym zShkxjZ_*UI6!;=02VNsgz83aP3k@%(u|$~%Gfw39_~Q1MyzVW(ajq}zUbT2Azf`p} zWoN=XL6!n?K>sW1b=-pJ{?EZDNe!0I_x?feUl%rx5J!;*=br@gIRm0qNo!>KKFFca zk`z@wVmd!s3)9?QKa<=Zwy=S-Q^_~dO$iWI#5hvUSH7+C_%CB(CnA2Aj!(H*(?3Rz zX8~OY(u;^t`aksr&>&rLY5U@li~zQw1VF$O5woM&@F|r*b{f`Hog5(Yv~mbM`_aL+ zO@eJ>)0+cac!mKmzX>w&pytD&jx|6JILddm@8l2erVW_4^-FwMQCMeBc2y5Ng1uzC z55XB$w&8)N_SxR@Q^h|=oY=o<*&Fz-M8`=)K?0-Dat^tRy z+#IP=jyGs&mlGOM zdUI`u{@8$4XJ+u~V)tWimD<&O}=NM zvmw7dQ!;(Fr8rH}-nffhwoZr`QW_v;n1hg&XDqQ+K3o8GzngYQe)QI@su33BtXxM2 zRex%w+`ifq;~c!%%;T>iqT&O|>=N~J@>e(7U9l#3YeHi^M{Bo>LU$4OJX8)` z=*YJfp7}%M%kyE~O~v_+*-A(CvW=3tn>wajZ$OT7!Zg$3*m9}tJ)|NU!N~@-ZyTcZ z_qdkrRqk-8;|Pp0djvei9)t=~#aN!-jL$dT{cN0vKoR5>ux~IN_J6H%hdt${O|7PM zDIR67u^gBuStE|XfB7;b7kDoL(I8=Zu~3sh2QmD_#MpOy@DMuX7lnN;Gf~DM&!V03 zo_6tTEKy`Ly-t%WiWblbco5a>!K6$+hAu8DoMncyz-k}lGvU%(z59a#-}s4 zBD%(oYsF7Z0jIkF3`&*76!Ff0;q5eG$A5b+<=RM61?v9~XYU;jXScSEKPe(XBzh-$ zCweDHFnSxkmoOMY^qNEvj5c~tbfZNXy+j)=NHE$cQ4?i|-uc~m_I~%fzvJEC@g2W+ z{+zOA-RoX!-RnB9^E@wO`vygoEo?*lcWxQaFH_xdwkT%dB`bEUjqBe&5OGBl zvsqfU4Xe%;27s;pm1`!$D>FB}F)#zoa}WN39pvrX0+Rk*)%WD%SkpW>a4|sVRtaH3 z9=Ir~CVbn9mrrwt$7I)1Vm|(Of^Dhz3R7P-<(WPCFx{w%DJmC`UnBp)@RwYOTw6?u z(?5se&#x&^)J=C*wlCSj9&I@2jY41wk%Opr54ci)m2e#HVDPaRq_WksHw(!n9s>Uu z!2kXgj4ShBc{6UE4Hib~fEgn*pLwL?TnUjT8#_SH!y#ucbZEcsw93*k{`0ScBo6PY zmF)lAlcnm!xwnwnvtc+kP-+&B;9*%E)MTBSWVgNTF~GpPvHxyXZTNgsr0Vc`lY7KJ(radwxyC}lsatSs$sWHr9LnwmX?74eK$^fwBY z!vw)S4cX&h-&X>bn>Y2q7rjdSy>&U0T~o}=)s_cN-t4aNJEG%49fG>YJDL1 z`c+EIW5V8XrkVNrIsm!Q>qSP@zyz@D)iQUT4{jbcH8uGgo>*lWKWbhZP8$%9p%&>` zXuGI`P8VW&PuDTKhwXO%HRqf>$}3Ee)Ik>yzsDMTZ0Bv3N%o`{@1rOXUw&BC?aboH z+#~$LIP-?>;An557#QudS=|Pl&)AVizA>U7Un<IP2mWpPUq9>i?yw#3CA@63twd(g*&31us~=n|0o%ghA0=lATa!fvn4iMLhrQpHfP z7qtb+M1gpIMp<*Ov3-H@*L<*+`uLx9L{X$vVZy}1qkh4cJ7xhk3pOvwYBdjZ*Fj2i zeorFiE)71qd|kWr(>aLAxx%D#y538w*%SMo1O)Q^(MeTe*g*JlIFPi{|3S3bTl3Gq zc`tnyoK0G2=UmhMZLNW%L&sIC+|9Ccj&QTFzFk3m1&xSnxsQaQw>SCq`Iei@V!Pt5 zZUIjfE*B&~ExcbewxB>*QW9@CQ*1okxWzkrTwKToSt;o*)Gy2u`ce*xagW(!a+*Tz z^^iE0us5O_^9ruIQv}rgmKzG(u_xIu7=iTO>bS|RXnknQ^8V28xLNub8j*?M%qz)+ zE-K@YuJ+ugMIpbwExiub0>5&|qT1@SYT0=o6v8Y+a_nx`VXhiwZ5vcn?BF=>JVnS~ zzW{BB;APIq>P^4er-m(h%`^&V+D?4GUQ#VjInK<&n(hZ|O;tsBB4L7yF*Kt2K@s)+ z0|T6M)#D)$<_KagujrWVdo`*W#j5{-Xi9~sfG7|ftoWM;bD4uv_pP*}Gt zU>hQX%BNB3?yU(yv&OWQ0Hf0sHD;4$wo++ZT>VID(2x={p<}VJ8=QHatKbL&%dy ze9cSZGl-8Tuj|cj);~>!Q5(+Ktw=H9Cfj#h7TI$sDmX*BLCd6zwJqedeR1qgD{`mb z2%u>+mAU1tJY)SnAeG7%YlMN989|HPhhxsjk9V_K_ypSnV`-#R@g+TSSCdEsZ@O(- zk7qB5GsPAI%X;4TgX<$<)op7}INYr!UdFrTX=EBqH$tLCvshG=LL!+5rl&K{rn^nl zRbf=!p4-y^9zTX6gMVSA)!?8l3OK1Wp;cubPuQRy;=wgJ;{}6=u|w!);|AAIQOop> z++2nttq#*Ihxo6dS*uhRDKO?M`!g89TNpoXpl!z?sZVeEB`SfL?|Xf|ixz~1nHQ2A z59Qi`*^SuG_e&xQ1@&u!U8*EiLjo!bjNul+hkM08T}TFAQSGtf>M|F>NbWjpeBQnT zcoEpAHm02N@jh%=lv^#Rw(MBo>r(`E3>csDv*b6sV(($a#6DD1744;y_v!NLhgZwV zs)Qr+E>c>S)y1PCN=j5JT6*3m%%lXPb`xPuyj049b8=U8`ledIDnU0(N$pUl2QY`* z(F^h$E`K9in_swhu{crqx{nL9kh44@Udwt>W4CTkr)Kg87njtib)o9+ua>u&_%2FR z?{ zSx3Me1|ee&%Ti0Z%T%fXq1>H z1Pp-^E%nM^ry*ik?Lm3gB^7HmN>B|Ni?GXjLSuMm)hTQ{!s9kCGKs*n-evq)3Ul2S zU>-QqoT5NKpgs6t>1;&BhXBc_NZMsB9V2kYON2r+PI#(q*wc!)Qy>fk4A z4dXUM+2@jbWN~s5W;T4D{1_k1x<*%e?vYegQlZK80_4X!;H=`JqTWAHcy(=|BbcpT zYn&OP3tz!k*B8=f(PHXjj8r!DP=~v7Gmn%wHLWeB!vCUjlZ;m)%(%y_BSh$dlGi4t zWSnQ!X$hL`sB>S_n=Lyph#NVY(9`;XoLZNFHhXU5Ju>%>B_;_aVyGX4M<(>B*bMeR z8LG3(sHZB5is$xM3ZxO(B!v48wY3W_o-7y}l@FSN?C6B`sDg~A;GDiYGc&WNDCl2s zs-pr#tPo?EithOH$<%VOv#aDiQa|R(w3lS=Dc7l}4=+mHpR7;|xMtlod@r?JF3j5d zemlPtsc=|dga7E!c+rvyxX;>a9#|1O;=mhIvfO1)`;6%;>eSm^YT?V;Hc4Em?Bl{S zBZb&}4+TyfY81|6&I$NCJkGCq8Tpd5QrQXOiL(;*XQmQt$p+)^5D{GbX&)kEz9Ul9 z^6d53YAaMZaO<01-;~))vyd>Q`*J3v!h<*13oCTbAuwlQ6d9FAu4RaMC95c_NHKWb zegzeC{>?tsmkCs+x%m-A1z&7;=5ED1pWooKw5P6+( zow{BUEMi`HJzJ@^a-0$xoNrkWPwcB zw#>$AG1p$T3&_i?wePCTeTV-(L^W+{wi6ssOg+-zwStpAdLrmT0ZbR0T`1rRO;(D1 z;h|pBF`SNIZk{Y6Q&0rsS3_zT8RE_rEfkWH<9ZgkpATUHnyFd+ogk%OjKy;9d=LuQj~6qJL%ojY>PnW*cxp3UlEc3$uBS`8 zGr!{hmaGYtUA@j>$;e(%DB$#?&KaW=O=5W9jpBWdf<93irt^^V=`nt>&qB-q?+^+X zu_8s$8^s``njp+1JiVgw~ZKL#c?7Hv|nSC^7)kGOs#xpn8M z{aHav^&HCW_1at45frkjk}bV2l>lY{bGkFl7a!dLv*0!T7o=fe`)y0Z~%RUsKAJO9lD2%;|;C zE^D=xnogCRdz^WF z0>8Muoe;tBEoTR6m&QT_e*^!TRa};wXd8O(VUM1c%!Y@8ev081m<-fk@T%(rXQYfo zda62wrG|kFx(7Jt7ni%U0YR^Uh`>mia#=cJbJ~~+le72w`bYJ_B^YZ-VFE6g&27as zM|9{7GZq#CN6XZq2MNWXbydV)1`W86sSTS7^{46uDwWKCIhkZ-SHa3ij$^oy!A`eP z#_m5aj*pWvC>_4$qt($8ldFskJM9%P#J#v|{TXQsTLpxh%*~uj#d#}lDYX$5+PKue zgpjoWUMh+RqAK8GEc3~hGa}adJ4FBOnI#bCZT(7Qgi9AA&)3sm@xmkXp0k=+qwjV( zl{DD4YXyhI)7nbm`OcUBi2y9UYx@@;o6qdu=-zw(oy;_!+L3uRdKjVIU=idpAGjpb zxZcbuX1#sN{W<7D)NZzwc*sCo`|(cuu6$Zxko&J6x7x~VAJT|+VSVN!x+5MfZKn(Q zPt_dk?*oj;?x!xR9JG?2pL^_IgI`scG@hkk9#c`p1O@nPnGcOl$x+%z)*|%vY#aTe z4H|Ejl-)Oexi{LKs*sYBTHUm_`CAgBIY(?(mVf`q7y90=$o@C*j66R$IO?7sXXqhI ztVDe#O3ee8i5k_OyS4FCA@s`Uy>{0ksDx#x&T+ioRkw zP5Jf1xNNeOO6d$%OkT(xn+)N}4l)Vv-yg3Z-v2v_AEYL+e@sjrm3FUMMb_`OgI4xr zOAa>|7jtT}Y>+?aj%(8dPnQ7B-y5aM{RtE=mXk0QJ+zqpI)V9z&>j5R$;Qt4-KcUYE7L(O~5C~3q7T~^c=|tfIDJ}JVc}$XaGZ=#W!Vwu{9Xj#Sak4ec zNlVh9^-qGFNq{IleT^Toxv;_{>@q>g(0U>ICpTV6*5Gi$S5RE+RQTm*;@}7CNR3Dx ztt|DP9u&mgQ^9_<^jy+^^*(*TY4F#84Zk+E8PL7m?;&z;9e!Rer^Y{@m!%utz89lGOf_sG-uzp{rz9nLTmBevs zN%z~Bn;FEzfZt!GRyN}`}O8)78crGkwmvI>t#vQD^3FUpI4GXavG*h-;J~GZ? z#gE+`r9wDW{8x}S2EU$vNtlGr+H{ctXeJd-H0z@dzKaKPH;qQS&a6XA3_q&Op~9zU z7tWX#=c!7Br(QFu^aeOD&qP|8{ijYX~;xt$pu={7*6xmiu)hlm%TVuWGT_|;a1BU zknj0GVGX!eINo<{yK?2dx6OMUoNzvWLwcMlZgjmRNC3X*P**-5YDQ*Pde+W|u<#~r zX46S|O^z{K9BRAXs?P2px=H2~<{?O|Y&YQcJlxwuEy%PWXASB%V#{-Zd#S(iJrGLu zkm6)BrZW|$ytqs$g=jd zrW7|fU_fy4@Y-arc(SU_eZGRH`enc+iIV!Xj~FE+4jN+Ir}S0j#%IyQXw$tG+Cpez z@?;|=UwCxpG`UlhzThu~*tnaE4zW6@Lp+A6s%=RL>B0apqx_%qukx1u&n)$r$tA0H(J%o2LB%Z*L?*Wn6qIHex!}sCE&kxJ*le^+oI!$ZG1T9uMfK$2 zP9S&0&}dqG&ku*>Tjobosz>=4NMwt9oJF6ec^&mFU>8b}eBfGzwNeYVC^v9ayR3zB z^X2*`*Wb#`5>d=lN_Ca_)}+?Zbx~Q^F<>`#K6H3dLblHE_~WpiLF?UtOGAsUpSi*1 zbfijUp(R;g3{h9lh!PTJm6Dz%XPcy4eYp<$5DhJPH~pS05K1H@AxJFj$YO zr}a`AddWB6Y<=3Vb80_BoV?_34xOeo^K^G}G3p?v5i9TJS4%CipN}pY&am#hG~AnE zXRsd7ibgIPbOhh=+?vrVOaDEf%usTa{)T>!Vr6xJrQ+!qvNrz{wCdMj@IeFX&=aZA zDyQq*;7i$k@H6i%qB!P=N6zDh)sgfv{9V>)z5|zu#_HMXg%_JMwdbVec9=nV{gehK zv$kUO`i875N{s39r<*UG{evT8ns4l+0BQ#$Ol5R5J?6z?U@7tL+HBAOaU6Umb#bc5 zTnZ_4VRf7+gmfJnH739<@l6cKDqJ79A#blF;~EHT11t4>P{gbu7N025vTwI zQlXx@V47b9SbS*Z4+QK3d~L6#FVBZ`k#hIS7K;R}BOZOadDHo;=y*Wv#!a?eJ927C z5m(!g)e-m6w&9kDDR-SyuDPH1XYE(_ezdr?qxu+H^RbCC{uZzbQ_=2%F&l>!|9558Y#n8w z@t0v6$u8pw`6#E2(Xrf+iDee9=2-9Tr?Cl2%}lvUv{V8Iv69sZJMeYTEc+F!2F&0h z8|pt%XZ)HsI1WKlk!s;<5M8|^I_mz)d#-{2eye$}$h2-{{M}iVRl2vcl@C_5FDT&T zm!ka8U#JpW^sbYfkf1rhwG(jdT07OS=U5E+8DeshLt$AykDHZ}V&Igq#zVMvd(ca4 z?t{6L3E&d0;e`nW2zSdc$)<#$uQQD`IrGDGeVWX1%*=DNu%*LeiJBT9SDFXt! z=W0GWK=kcV=5llE4!HS{N;dF@4y%yfbFGy8C^0ZIKJhUqV5-Vgk0(ULwJW(_Ti__9 zs^i@-&E(4RLQs5SVg;Qgx5su8zOJqnvmYYt<|Jd5p8H#imK@Z~n7^?1b4wGo!$@p4 zv4h8UqHtx!;Ar69OrMFr{c0!7*4A&|v1_JUZ@?gd$Ghb@j zkTV`=pfQ;Lz|eMBl%K_&5uz%G)L3gYPLR&%QG5aHZ4!U)ZPFCqMcal1es1dFC@?!Y zpWRW+P@RIuv2Q|4az@jpKY6QjW+ys%=z8RMGU*JxdH+7#krh;5sH20_H6ISwEV;{7JAJ^q zO7)N`JzYiGqV==9>sh~GS?Kj5H}VI_AQE}E?QSkN%gR)xVgPTVLkKH78yg`;Kiop_ zNEgAqW$4PkchVrcVuPu#P#IO}?kTI3kBH6I|EmMM&6N_rNKrwoN;Rs-LT};g?cJo> z)?umd3GN{yu7by_m4ld(Au#bIcwnRyGa;)jGwZlVJYNjAJI9uZs;3xqTANaB|Ljtz z7VRxj_y}jB%#uNV^X~5NPu>0$+@O-e`e?g%9_R;}!4~b_{1x$KqcsewFZ)JEEu)dW zi$P`CZ=#L7K8{web}45UsHlU6X*e}fAtKHT#4*&Oz*1^2CcCG~L#L+l%?URQ@xH_& z^xp5I1MocW=C~Hk&jT&l{b}%aRJFQb-|D4)0V8)fOR*1 zL)9vlrA>s-AG|s}1DMV5uCFzbkMT9^7Zn!f$4UfiRnsJZDHIo`kXwxcUTKm zJUntfX||KZk|#f%NkqsrZT6TtX{g*%sh|BISecqC=8c{E^vK@4vZMrvnYBsp!v7km zQH{Y3wVSO0=hyoU$2U&x*?ddOE0p zXGL3q%Q)|>JTYlwta1rbYOm`VL5n9D;Smz@k-v^r5#hcFpeRg?-|n+VJwv!rDge&aJCc^}HVkXpODlPYTc*D!e1|_{y*yGq# zRr6QHY0bEeTC$(_%X0Vq99!3+10F!e%_}^)UhV7OdkifD^Y#_6cp-*{fCwND7#R&+uKuj#imjv*pYOOR{b8}juV?o~9ljVcgbz(LB zW#7*UDYbpWREzcoB6gi)Sp0RVF=cL+&>X?mxhY=5S7CM&*CJR#Pwb>3_isG#*5b_7 z>zX*8z!ec}%bcQ=_uQJ(T#iwbP1ty1%I35B(rWXt0(rOr_&Dg;p7kJ=1dmxJDS!!@ zTFZj+ex+3T@f7!b<#aEPE23t8RrY!QD|zweW)3jTn$tl8aL`Uh4ZYo4H!ULL{>%L6 zM74rwfBVgrYbzCWwxMrOF4%`ULiZV0L%M|N$%sv3bM2Km{B6fZ3Z{-Ag&TuJh)eBA zGGlZz#`<4`nM*}i4i0!H2H3Af<#c{WzbN&WUW$q|p&h`|Em+7lUgccWneq|*W6sj+ zR%aBi^J@w7m!hI-DJyqIifw1T|aT11>2uhTv}{?PfK}q#$+u_2n-$eGhIRqy~Mo-uP-}r zs+>=*)c|^4+p6E)Lb5mD2q3ikJIKo(^%FLh+qY5;EwJxahK)J(Ce@pl>3R+4gAb=6 zxeI<#rcUb9sb7Zhk~41I%h$KGpka%_60!jsagK7nuz~Cvp0cspuqxAuFAgq_GpkcE zx|4-}^j*9O<80 zo=0@wtVjq2h6<6vB7JP=w_Szm_t{w2RC;%Mm{?m!nM~IrNP^lf=XwABJsCEEK zFQp3QCd0$<%p#`;Nr$P^30!6#aq0cKRI=&C(v)D;D`miKtzq81!5~cPdf8$YEy4MN z7>SNlQSS~HFA)quU%g@90#(LRZA5j7R=|(g3)gp8EQ{@6bq`9H_JeWh`H!lg zEypIa-x}RX=00gs!VsbNlnp7i&~6{ICqNq9rLJ5jkwc%<@SYW#FWX$c=SGSrK-4q@ zN-O=Xb}fqCIo!D~UaP3^LjCN_njYy|RPnGk6vmj&gNn?lO^*%T2lZ(3^0MfBxI^{j zQ%=f;s-KU=nYwl0ub?bHogh6ty>t-t0T-tw1QYZ}5QPSM86>xKpMDm|1vp8lMt7S< z<5(hi-kE(@R}s%!^8=pqNuCD6kU4$RB1bQRtEoCE0guCJUE9Xy*8qx$ zBsFVeZK~;)cuRV!YW*I_M=k2wRU!5r3k#(R*J?+mq%&5-Xxls{>)GxcIC}fl;n7Ob z75e1pRyKG{!{L&lb}lRjjL5%O##!B3e0Q_Okiqp@PepS0_-?VXYQ+{oFOu{xu2Cez z+@W@qg-_+_16f@4hB!r@tadW!I&q>eSKqu;BbM@u$J4*}v#7Me>CxHOff3y;8#)uD zYs{mCfa1?zeQj129Uhgp`Qq1BxTEXTO55j8FG3@%^5SGjv>qF9suJjV=3=@Az54 z<{AvBa7Zd;!wl<@6GhcQx@|#_&n(;Zdv@jH@SOWl*e*|a$IY=bR0fF3;aza8fmJG` z*Y;0N81dPl_$f%?=~5JEHdKZ6Rzfjb$kkb~c*(K~LVfU#fjy-up#St!8T$-W?r`jX zg&pSJe?=dObC$ix4;Q1pj2+_3Eg(MGnPivwX=j@nb;s|1dQyQHP{1XzGN-&ZGTsPa z!Zl1c2DeS}QOQQCajNt5k527uTy92>*1Z#zSV}8FLFb#Z>%Z>*W-s-s`<2NbWlrYB zZn&aOFU^Wx^FP`s_Th|T#;Dg8JgV2KZ3tPe9(Wyxb0ft zb9_KLQu!e%nbwz2kNtzkj|76Vu|heBq5bMx6`(k{8PbI#ef#ygCu;t9BK2V~CS z7T&v5aXR^Zz}hte>G!>$mmpp5xsROcwd+uvda(e(&40r-8ziQITl`WL{qAs{9cC}?NQ8x8gDWufs@Q8x4 zd`!$OxxMXtkwT{`7&b0EWK4_4S(4fyrh+oxf5Lrpc}FeyTwZDf=ofqA$~5G{fG`xB z_=~Rh(|5~C3;+FTNT&DwfuteR$<_7{Wk{)+_PHvZ=^7%Bwqx~^x8E5K7hy_S9m)_} zwKt0)E~wW60^0hG@~peA)1PlGB8*aQw~V2V-Ve%p&!S*N+sR!cE+muM=$a|5jGX!U!jJ!}!+8aOfUskFTf;?&-1`Sl~eH z_6su29>56z*~aG*kBL>I759eq9{|_$Q&C?!sZ&3exSl;?Oam_ri?7jN3y>YnRs4hx zjHeb~>H(GET$_@+shS3PA1T#1SmGp%up0WVqVxA>S^fIquMPtr7!D-kmTIz9xh4iM zbC+r76(th1?6n6395-+hf!`-h3@P5nCZF8Wd>;F|QElgoEqhZm_Vt#_jKLKv{XWvnqdVt7gnwGcd`+na<)93 zbPC5m{-+@p6I1i6>i@0P)PI&`{yP`?zX`?vhqu(9iiY@KA?!y6ebhZYdC(Tk`}YZe z(mLMjhny}8jf4MNuO3?e>kIq0eC_|5KmLCiv;W-mKP0=a zXF+Y~Y8_ktsgC3weO1A0lWH@!{0xNa{JG;q0cUGlc9J>SU+kK+eQ&PZgi02{_n6)VeDa%*_@@~n5=NB(1z8tYGUW_Z*eR-74rDeSQ zb+LiagSR-rGCrEH`XC+(>e=ZjCi*p{;=CBJERi*66gmB2OIyx`XOcecW6V_3(#@;M zRw`W05k-|}Qgx8u!rpYbh0Rcf#1cpeT_BMtZL=m#eL$jCLQ?bdUewKFdeW-;i~Lh| zYe~VH6U21zW47JL+tSx=NFJ~6oUU&(ZdSw-n}}kVik-%#5}PImPBPIayqgyp#2sR= z)(4PvsCaf$bI&eC4cl-=zWK$-rs*x+(VX5-cP?K2`gY5CRJW1ZdFMl|Ys^BQKQ`c& zB&z)#w6BO+POeyC(SD|$A>dhI@61RCyL8Fe&vN1pz1}3&5u2_mUH9*Lbc)U!<{Mr5 zZ@zAaZcf)yf*@*#t|Q4u(*s7#+|K26QWrRyg;n2LB>IFa&f%>eRzdIXm^?Y_F=%t% zV6s^;)09)~rY7->ee>nnVPlEd=0rtY$**QsF|W-$^N5iW0HSB8U1nj7BBVnEo$T+U zWh1#VdyF&BwYu?TfzpF}`}<=Z-_JVnKUpvR`qo5af`k2q)lAZ7SNd;s<$A&)XE`+rCv{%{>WI`v|>Rc@5@y?{2#ZL})?FwcKCf<}@~ z3HIWw`p);o6_gel_*h-o{2|ajm>2tjXR0QVstfFi0^0uP3RP)$9TT9lez7%-mB;^}MALL89Qeq$nx(?tf6cM6dfHKC-2_7r^t7@`jbK&8mQh5{KX2x<6l63 zQBzY@)4uJ&*Mt$ZZkLyLqGB8b&m?F^>Jt`;9#iVONV_p40{x<);^z=Ac$M`S?d#_! zMLSvlmb%D5#c0X56S=zd!h$dY32ki)!s|<5ds>p>jCpoNZkq*IT1H^%3s9C7ql0kx zHTwu~dc=G{g!jyRN)iM1*|OC{_RrSlYi$b2z*SiF7|YAIFNED!5phGc7yLY`AM7+@ zRvsIcI&@18b@yJ{kBY(?X&dj-vvPrq7ZNn|E&iqRfX%%HTIez=qx$Mld+1ge{UHWW zT?{(>XG26l7BduXCP)j#cztP29Sj~_J~Q*;7Ud&sSO^w-_pZE3%%sDWS2l1Lij``b zIea;zhE z)dDRu(u@#K_eI;Co}W8mqdP3$+p7hSwd)P*%&)-C$`6#i;zZVK%cZ@zmDBOrV4>e; zgdAvH%i-rkAZ$NSq;(e%SDYTMJo+rp%A@an{NS+j4z3v=&wYISK7fc5UGmGZVm{am zLpNq+Cp-s!YTW{3wfBH|J#i5l&XM&UI9CIK)^Cj~4*Gu)()>b;RUBFVTz6H17-*jc zB%b8zzS_n%!z!t(s}%*dmH<$S5uTY3yIZ54-)9ki!|R)kLqe}R(>H>!`5G|1*jnxbwW|tFYrcm0Ooz|bh&i={9Nft9) z8`F@UBq9f?`kVa1py$WHv62}4z9*g3K=oEx0SI2@wvZQ=GC~9v#n?W<&*LNDqfl3| zVWBG4lJ&3Zf#(AmSwrEd#8Z4 zL$&u2SA}_fSk@DeM)+92Xwth6iy@{($f3qR1YRrq)+-9!fSolOZ{LbH`onnbnq{gYCJS=B%aKIBv#jmT{qJ)R^9D3l7opz*JY( zqvD#xBlfW0rlM|LC(-Qy6>8{vwVut!^JVwIqh5A@3ah?jXbGJTrVz`7S&*&xjAe6Y z-LrRb!-%^prEFbCyd;fQOE1EMZPqmBF+G26UBN#vl`HFIGW0W5X&Ke8N9EE2TH)beg{k*>`$lqOR;(f8DF9&s z)GdA}JyVpBpkvP$A1@q!R-Q4m_Ac`JPJ|=tp2u3>_wXb#Zm@-mkj}jaJOfq(;XZ*+&lcQ^RK>U&-Z<@W81paAwyVC zj-BtCY60zGR>HNQdH%#=f7*a>nB6HX5ueI{@D)IVx#RfC`^bF#s;jn^?mE~bE@<-y z8+(MVk@K%{pEpD7Fo4u$Vic`hU+v=DM9gQ`G8pWzZActa-@pxi551=?KFBf)Pqguo z6STw_`gIE*UAfLV}Q%4Fh(DYY(w#J&X6!HHyMnEE6XUNRX>?>t1+XR@$$C!T2i8g#`PLMVm~R9?5WV<{N_xlJtmEcRReySWPD1Cdm#e8X(8e z=~|8*hQu6(DtY#_B`!iQ71p7q$!K4jpcf$Cl+V9k&7FK<4ja!2oG0a#PkC>AOg6BJ zIp!}V$8U<*rtrYm@6*i2Z-|UnPfC!LWX6>TX|dMY(U!wV?l5Ae(kfkiI9-HA zKZF#R*oLN2R(#RzCkyaf5C7i5gQh7B%%YQmg39|3UazXELAt3~$e~)dS-R~q$yMLh zLV2D~mFAz6Qc75;oI9$UQcJi}im=$9u|kvmsIR!U5FE*I#WpX-=s}?_w(?^fpt6$l z#Kw5r@KqXfiQ@-<2DfI|U-b`HjtRLKB%Y{1|0?ZVc9M^~g3@#~wkhIq+et}r{fMX2@D^uuV@TWkePt3u z)#U$E^|p>N%eY-8AlZ1HBg>atPZgN&d6b-L`7O9ghuRWI94OUO37uj01If;YQFUt@ zUy|kPBc;O@OLSif*Edk9$R~WCFX^?pwAd$@`B@N;o@OI{?X)xzYtAArg#F z1-)v_?Jov}?PrN8l6By21xxz{!OSTzl=%1LHF%>?vs$a#oF1AJJI%RzP>ZOtt^feIPwbQq4r6 z7R$;)TI8d|OrZ%7DoLaU`cggB>_BOwOosiUi6$j$y@3Y9Yx@!nF{C>SpF^MlFehj=F7LQE+7>{{mCSzT&47>A=wl#)sILAG#Thv;_TR$JK z+5O2=Z=-=XUvmx=tncZZ4~hEddl`8P`p7XZ9DiYqncLzTVvUTd9;dOJVK)!T_O{2M zLyOeaCc`dYTAQ}%PiD#&(Gf47D=M%afDLvS>N}Qn zHt-`|q&B_DFQ;3d;t%zAa+9v6kE7n`lnnqGCcP`u4H!lRW&}Sp7&8tHqUPJ<2n!U< z@~jQ{_~~;@03xuEPRjl!)s)RL1lwUB#UBa`XPK5ZifN`E`f*Lv0&< zS4(1IDG#lR&TC)(T;Tq>fX>-sc#X-8+4i##AIKOfKCa?@B6{Qjw}SB>B<-TGsS2?^ z$9wYVi0xgEst(d;DaCk_2ga*-${6)n2@lhc38Kk=cFBRi4cN+d>67VZN=(+agEngt zhr+9aPRcwJH+h-F#2R{hni5|V&*>J5ad4>Y+SmhCc%k+;e6ME&U?*AlrMIjDUM0{K z6`be|i6#-d+WOj>@e8(4Q+_1ADy+iEEY+7af8R(w2;Bk$a?qf$9{4P-$WQ^V!uLs#PJo1>e+89O5 z-YOU5fV|>c!_AwnphaV9t;)U(tYpKQqg=fl00+LSsOic2YUwIfqxA?o&H_5HyBK=q zvH#04J?3n7M~+z81IJub)FqCr{vu8wr@+gDn5*Nv%Iij{zD1V-->#XzeVVG{zkwIgnSWJU2FexEc?Jk^KZ84|8L00 z(QQq8!VvOL_l{o*o+cs4T5hf@uTLr4p5$uU$%1D%o$$oc1|smozm@MXf5$Zc;P|5n zAnaOOi>iiaI3yBOo7~ZCC7WrN@4yNy?m)QvANpFr=GSWVu4MBmBh#Nq89?p+HVOEL z#@%E%KEqQLFbV*?B35(9+KCEZ%i9j@43jVh-$soN%HPc_?C*(~Ixt_hn<;p?W#a^7ld} z|BBt1z}EYcucxFI|8xxaKgSJyUP0@%CGzFcN4B%SdWDFb{vLnDmrjnP&*Z`?jPFUM zeM?d2^CtdQq@s>t#OI&K3LT~MTaXd3A`!ud7;kicT^r1AP`D!BDc2+foi;&Hk$GSXuj{1 z=NX`jd3v_qg8t*o{O6@_9QaOQOExDrwX8wXTblDu+4U(2jhGASS_V`?Ll*J-ehBvY zf{Ei35yFYcj-=c7k2u4KJjN`a%%h79I6nGAVge0A>|W*PlB%An$mIr#RAy8k7}epR7Nx+HFF~Y-P6i zUYNWT9LbUh&u*!=IobrPNcbsbx2ws&m3+%D-Q6I%AiLSU-edXl;}P5&8+~magbq*j zxEJ((a;XeL|?I9HCD!JUCP@=GP1ej}}d~RgY9mU-_?*Qwo#jx(Vw zC1dK&oamR8J$sstH}ToSR5?vl`k&4mV8T=<^|afURs$l;QeqT-DFj)Pes`%Hbbn6` zcEsmeD;XHvBPP*&BFF!zv$NAA1_zsEDS~t6*DvhAC^ihs4mh^%n+*LeXh_1_%hS!e3t@x_c?^C+>#EZGkjuP58&Z7-;2!sEs%LKA)cDsf`;n2JUMEZouyb)S~F$ zAMG|3=*u6Ct5TO&+{0q2m2k1VG-Dbjt#zZfH$Em-`Jp}{22uqM)+%WC|3B8=F-o#7 zO&hMXRcWg#ZQH6!+m*KM$Vxj>m9}l$wklO=+twRBPtSC}Gu`vOKfbl%Ppmj`&ffdn z`}V#rYUQinonzVpyYz%l9_!T_@Y8MD(kD_X6yETR|9Tc334I0rVVA{H^JVCMbWT{H zG#0251}sF%jj`nDTV2F9n;Wm*-M5Gy7$19(0P=*{EtbPwBYwNy3CxmREON|zSbzXsp$bn1uRp^>rL-sPvItLo+p|Zm_ck)89qEcIL7T3yGt6d;Tfa5` z6Kg?dz9lG9*rY!&^zV7Ae@13u7j0ljhAoGBe1z^^9m5B_`xO&@MijKu3zU!`p=U>W z`TBlp?GTyR{`5=KyG(1O*BazL{u6OttD}WjB0ms zL&J95=e{0zPaxZ&pDXl|JD9MAaIF}l{!^!c&I8xN{l*ue0zxt6GLz-snii-QEDgtk zOA_=JDBR(i25=*IIW;975X!`+ z_Ldv4fOs=IT`SB#9~LSE5YAK^j*Tyqd%kh}*-mGCV3JM3i2l@aG|Z6|EHBJ4JC)gA z)8F@ave+;@Qlo)@Z;e;7qVT9oDgIe$Q=dM)8Zg>NFZ-JXreeD1`IGF4nQ*37Vx;r# zH!v~R%I8ctr(?~03Ib6zCGc6~i-4~dU3hVS_eE$Tq}eGpGxFYdEt(uL+|%mKn1*?I zeA<2LQ{lKhpkNWog7_tot=PY|t9}$;DzKMhTRuIK(X(O-QwS!5%dV6OPo$W#MMeaD z-SCHwjlE<^(H|KLX=7{vBjv3PWuHI4fOx<$)U{;Vhn9?uyT4#g;(5xj$fs;hl z(Dy4LK{+bTVx+rd_SmV27Hk4aoAiEG`j@XMvy^#DsYlE&>(8scf0bVKJw?PTIPt=M z5P1Bb&{!DXEbrtw7X2EHn4}9RL1ISZyXrZ>>*P7U7%5$-aiD3e3D~5BO zx=T$T)$nqRkYn`306%k_Rak*_uoxJr$Hzx4{`sot z>T0UpG#Re=L=bbP@?_Jdvla!JB@{WyG_hIS6d5Ni_J=k9&pgSvSWg~8w3!^smimG@ zB2Q|R(ecGmiuRa{jEL7$>s{m2SZ^{YX@F)}t1uw6R2_x(cV$pl6Ykxy7^$?Zvh4vZ z9Fl~)2I}krbXla%_K40Uo3-= zTb{0IknM)iiM)M$6tg=Iw65z#5aUOP6Zsh3Up)JG8Bx}SDNaGn%KLx#j8p1jZ4~Eh z7IdJ@i42d$`=)+{Txz`!PjQ0ae^;dV5kD`CI6SDXic4N>d_qX_p%yG0iXtroiUqFbC3SW8>J&DG2egDI9!uSg zJcCb4SoI%P3p;Y6Xq+$UsKtva@W*qE`-4GIDr9OO(-DrB#BNpFp<{)RAU;Uvz1ub z2-tz;Tg3G56Wzd!Hiv65mO}Y9%>8z{bb%CqYiZrUkgY`_aK#k zMY%s@bd3-84K6a*q@?(A7IZGJIC4zl3(aRraa-L^B0=bdVV#Nkd*Vm+Wcd)Rq-6^*+B)sSi3Q z>@3P$#3I`<~J5McydK zb}S*DE51{Bh)*2d^Y)VC>+M!=fg2)$be!#TQ&@~m7(Bd!28)C&QOHdQb5AHzF^y`y z(n)+rezKVx(PnTF+b6~4h#`qgEMAQ_xv@bEM;W(ywin_JE)5T z)UdTP!gR1t&dUfQyhc!}yPl?FfF6=d?=M73i%rN33Jm-r76{olR`v-u1$V`Xy7R{? z>*r`fiKa=L8qYOP5NH5CwdGO!%>!!)I zWcYDrYH6X%F~;jF_|@`5#D9oJsrJ8Cj&~IVb`x1qQLC^6X*USb&7s7{2C13A} zxqg0P)T>bIpX6_gEtK1~f=W?f%oR8u`rTL4PtKL;4WCkS6bc(H;up<0JAn&}2;V<4 zr&+ywV3>smB6-45+(MI*;(=z=L%%;;i%92V&lqMh-rwIkJyMxh-&k!dkM3wg-Zr+R zunY+ySylRZT263#I!(mS>k_DEk9sU7Awm?N5)%`uOsS+$WGgxkyp+^9L*;w8wz{0G z>yAtF+h;~%+ONHWRk`8!{DKw%ct)fCMh%OE*nQcVFihnmbdOx4zGntKOQ+un5?R9T3qP8Sjzg{g`_Rm)a z3>Tvk2xbP#@_q9qH9{F-`=vZ)9EWlK^i%)@o;(2U{<8Dizdls*z;XM z%4PC}&DT5Ur*p$O4N~u#9*~a3!AMtP_x7HU^m+e&?jECHwiFn$=UI!)?*0Vg!W^Y1 zbLsPEHWji zzg4Cho|xIFjg2C>;~%C(0d>*@e-$K_Lhbxd3UpqV*kGRaNZ=;%ZuCS7u>tr8N&+Yi{QN(7uk8Q^jWuSsT z=k(2%M5>x$rzA1(O4Aio`bd_cfP{p!oJy8rHzV7-)%-${*^?6>d9|2T#^gE-`N#L7 z!`*t&2#0gukuB0Hs`?U|>Jp*&M|qVFvcrHfI-c!{=zZRQlm|oYuR^^?>w%=JpSW!tiY`AGmEgX2Vz6b%sEa* z6al3vF;r{|U25E!uurG%^a^ z^1kmW_4MZsZ0yw8b@e|;1G+DK>4)rS0Rt$4AK7w$9;~L~G}-`Aoge#NuWt`p$#tyL zEvimBfTOQC>t)2x_ordWp3KGAs>B(qZW4JE6PxI$KPzDFHz!a8`_ZTPqlYrRKWBMg zeNCOW`svpJqu+aYh2wRkaeMej){ANH`0VBKAbcY>1ppsqc$}*|)M);B5tU!Np}%;Y zpQ-Rd9LH7BjV-bwpmU8UTl>Y;T%!x*H;EZdi}Tkn`u@J=%u&7JxI{+mQ{Q-tJUk@% zk}=Y~l@IylYnG6L0#mz>43pVjH|58nlSWYit(GDW5k1@yBIdr$ljUooO(I zLE$>!$259>gzdZ3g;3`G2@YV}YG3ZV=sq^Lb_01HDD}z`MqHgQyWbk;A>9re$wSb(4c>OuTZxq8* zH$mJxY{+LD(XVu@y&`?6Seq!jX=oVbgLbn@ZBTiVMU}~}LxkqD?abg-Pvi^ffgO_3 zWTf1LWACp>ZEki0%kw*2X&#^VPubWkR8Y8u8)DNP5jB@_4`<6s$#TgZ=(sVx?ujLB zZ8^MOy+H?5gUbK#1qOx~44nsPd1ZdZ24$6`cvAe8&6MugMN~`bOS1-^vD;GZDwNKf zvvT#`n$)_I3{I=Q94~0x6>4D8neBWRe4#1UVrMvEI#5$=m>epg`LR+TkvIZKnJO7Q zJPa2?uu5RDc{P0d{zEV5#9hZId*sk5gu93$=(W(v*J#Uqp(fn6#^q$QwDt$)l%j7D zv!yje+7Wiu`2n3=6zw05ld9^jhO|5j3+C*psm89xbmaRSr)7HOnkSk9TRVfciHHYU z3m?pLc@$?!DJeHT`$?vQNy$Q&NjtVdW!W%QTK*D^a_$vu0vo%sT(+T^=Ejph6tdKj zYi+2+pZyD>a9Z7lY$C*6Z~U%ecptruX%e*;0ocF+l4Yo#SG~f6DifXrxF!PdLE* z_4!2U)_M_IxibA{Se~TOGodn*(coG0ODFH;aNfgCY8i$8aYNG9#Nz(;8r03z>#48N z=GV8Gc3Ff|-ga!?Dy^_3=%`I>G$=vkPm}pYIcicQa#`GA$|cmpGD(ZxAfPux@XzuE zMrWz2m)E0`F(sdBqK-*v=|PDlp=x<75puG682eQ3_E^9(B8T-xK;(R0Xao@a+A&r; zCMunPwf*M$79>>SpCjQOk+l}&7rax-k;yp1{Cz$S;$fBumIQjEe9G6P%Q^7ag`z$h zUH&u(y;evVQozlaZ{qvB%H33V-02RWN5u_hu*2yQnMX2k^sO^xV^-hWoPBQvwN$^O z*Ka7Y5hs0DTBxrWBcE_vs&aG9;GxDvY|r^9TsQ=3-`(Bqf*9n_COw|(RlAC3f=*_O z0WYsBY@0$e&#rghSK>D!C2qBhR!X0spD(H?b~l-jA8YNOl;%g$&c0=h^6^i@uVyX2 zxM=~+)7}T4EgoKZxGEM>pIG(?{LYjg{Mwj8HE?yWHhYQ5^&+D(!Ys2OZ!si?#_t};M39_zEX zQj$z@>|Qwd!lF6QzvsxO=wR~aSk+SNIP%7*vCas?1Ng>l{q0wTM}g9{=AeVBVKtSS zYTh32d~=hl`V);$r`@NdTi6<4vC1yj&SAGJrM2g4Bv=-q!A)$&x z+#_S+3ya(JB1dutnYvMKavY-xI}9xcXq>9*j}INRTk{>W>OOHLjah;6^cGGbUCu9 zN5;;Ki-bQ!M)n1g6bwv?%M;S-T`MYENboEt4GIb?S!Nv;1-ZAF6k?{#jI-W+g`gsh zLp<{vl)3_mKRFrNYBqB&*$D|>t3bO?-&WcFa)~l$`nQR`LSNTh%|K!aM8e?vj5g9* zSAOTiCA|2mR`4ALT>s)jscfMFbyHS=W*rETqcRxo2Uk3dv36}thTczt2q*!tXZReN zJVGIBIe?jM<3zbm6rjRyK@a0DX=_8HvZ>h^yK^1^a$U0%!6GPy_5^M{sjmJ<_$bqx zq1$JT+2(LMvzhAOdw)9Hi#HASx%eHlnW3&mHVmA%yh~Ggs6G0)M(W-RV}5tk_p7sj zi3gDrZ$)RQy7#4j`At+zq(eqeZmVqL{`>cKkbu0i&>X~=jqOYf&16LN#sY+t6nr91 zmwH;`_q=)svux@301ZQBD)yTQm!F-oajBCx455CIv0(+bVM`K6cS(Vnc8Kvqj_Ew~Oxw$5BOI|yS z9pb;*JF-saabA3DsPj`Aq%ss5MFhjXCe4<|4SUwMKph2iRj&aa7@31hcpNPRS6ieu z_J7|Bd?^k4-J;^D)hvk1)uOq5^+~Sq=t@CLOAE}FUm`YwfS_;Q_1Q7{EKFPcTC=rR zV_~G3l;cL#;UQQS%u^i5dJej3EIpsMz?Rj_A~CLzFkY}%al!Y+kv#(ixRXy*q?&Zz zZ2#x$B0Pm{x-%35As4Jq+e3HYOj52|g~G1pHL51TYfB^L<-7BPa->}*Vu)w}QgJLF_sS?f)|Z%v2K$l2bHm(p2=F9|V_ ziJB8+bTv3KtHaYArg*347Ar*f&vu9(v1jr(2A+k2OumEnpRT8uh;S7|Ifp-k!+p^d zF{l2fTFP!U;p6qqBVUzU8viWWqU2Yig#BUs^!MqioRcjnegC_fBXnFKWvHLryR_+`?+E zPT&51znE9nvHy5&_kQ)_{u(A(-BE?mbk>C%R2vp{WT7%@qF6vvm7-~fmHISN0$Fw$ zWjEPHqHbd8{7&8#tE+41UJdDjRBGH(E4K4fvC}(xvnYyj;TeI8THs!rTZ1p!NcqNh zOV3#8UJ}XIr&;6uwDQ8}x==9vgOG8!y@{QU34+i5AU)2)qw}kAMQ0mcP)UK{q;DBY z%JVrm-Y=benN&Wt4Sp27X6WDC2ejRxcCY7oIN!s2Yy)z$_ok&gJ6|j_j|!jugjo7g zTNHoPK1P%t*6qK1+1VB8RZa8Dkvf8 zDEr30jvh}f?_NT+(=z@XJvHpCJEo&9qrLxzeUqs<9_Zf@^uS|1pq4;cy zHa{SIz-4_z`$nPwHhr3}o>wooP`q(2JQp*}5kh8`*P%Ba6d6osGJ%GR`kb9_9WPgU zA150-FCVwMGLz$EyzD_&v2)4EI0Ki%u<$LKr^|Kdl0d?ttoLQ?%M`(P#7v)SxEUHu z^d~Z!0v2acaW^}ZMjPU8{w^<+&f6fbtD&q{x5q4jcjop3PJuw}AHKYkvT`}B8DeG^ z9R0m$&JRf2rz%7nzK>Z~+dTn~ZFaucXc$-8ZXZ1BH|rZhi-k7Rn3#z>--5#Sk`?L| z&Vrdv2A`BaY2~-r5>#{6#<3WJJ#4Q|Id9t-D%=J=Y=n*sb~%0*qx4j#43?YKtHVxp zX!_NH5|FC7yPN)PuZ(p=k7yQgYLR}z>tLLl5iBtod^%2e$sf!M0-Fi;i&fxw+Caza zt5>ye=}c)}uy?Rr=86V-4>Z)cr{LV}VpL1(zy+7boTMIkVQfR!J|a6`o^TA7`n(x? z>Q|VY6bq*9K54D_@dWMB(_by=OVw_mLs11MZ$Lw>$pL^Fy}~BruHmk4Unb$cY8{|! zndhGOb=@Ys5Ca{Zb&l#q$jgn`6Q9MD_LbDr}y(X<}Cs^^Qp{?UnII3~ns+j3?4=cWf`N16DA>-}y>AegiB zWMZkt290k(^!KZ-^$;V<=$#zmH%PNdL?h>2g2CV+2hT$;irTry^#|WiZOP&TP7de&s5~pm zOCQhpeo{D<(gGABIGMxSyeMy=yr#wJ(tJp=`Ac7JXHk|XH05Nb*mAvrs&_LmTEkW-gt(QsmG?8_d5(g=(c`$7v$u{7-xqlPwp}2g_V5IsM1YQa{=7cX|SS^n)_JE zHp@gYdilI9d&dapqi@}21o$MSOnlsS%_mK-xKtlk1V#5Q^xTdk#VH|$kQ{sxzw*?8 zbGS%HB;|)G6kZNB$E+qgdQ9YPNc~if^10JTi$4^u54~+HZE29f@cB77>+@ zb;L8~Q~mvBZ16?gwEs>QjQ`_6TS{g}r!JA6Ug#bHY0CVpiW$UIM|m@UmLFJ3%t+<+ zBTM{k+%N*I)%R{q0*iJSV6{4%$Tw~xsywyqS*@k_TxxMnI8dMZb=~0Lj(5zSc|%jh zwWsYT9rQt$E5km2oxv3HO{r$rhBe^}A>e{TTsb_<*$f(!SxC^~7(*_DKcv)%TrXo_ zxTP+6B5ErLVk(b~I{>BgrK9=YMV%}$bQ`s#MWxLE zUl8Z){v-&vHu65{68!n`jPmib$oHxpR(^Ya*rMHg7t^_5mW!3g|2-4&e$APc$oH8$ zGD?1HbF50=(i3ZL4*hV#c{{c2-tZyQ#{GGkn(uKMMUhT!XL#CysxnOW%%XiyeLWQ4 zt`#XGqwi zz)!m^qo(+scF!jW_5)7rT?CO%=XfWG+E1PqV?DX)b!xmQx;v@K>G9OO+<4_1(elo+ zjK}E+$*0eUf7s7Z2)@Ga>a8DCKIGxN7OiyXO*3$l=o+dbb9X5tdPCTKEQVu?(~G+{ z9uRT+`#8~pg$hm1a5%z`8H&9STc(5CpHX#sHY@)b5>h)K$k4NHhjv_I7v!{`boTH| zy4c6S-n9!P06;wi6L9G+#VN5v>9Vv)f!#m(qCT`ZO%{cEs~zGk_KKJlY_v_HR%Uh; z+7#^rE*3H^;5w?4ZW9?Yld9fD5KjZH)#o(YfRFk(0Oy{L@;AAp#ArBfn5=X)Xq#V? zRjJnGPl(*@X78PJRBg>uTHg~7$*oFMxh=7NIN3al5qG}9a?}42qQ&3OH9zLo213v6 zJ=j|-t#*7nAqSAdiZ?x37IIE>hiMk!Rm5L6F$OgA9O2Mdb76>xNhqL z5`R3RJ$44GkcH7U>4b51ydk&SZ;D4o1C5kFICMM~h{pFRF6$@({&SS_y){2S_BP%n z|Ja{2D6k_%^Ivfx3I=|+!0T9Bn-<~u!N(WKdI0j|fPD`9V&tU#7*MLKy|L&;2Fnb+ zpi9Zao#_x^7*xJOPQi>jV*0$LF$=Hh!9o*VW~!oQ$xYluJ$~drbMWilc3Q3#u+{2a}Cd{!$3WF zB5NULbvko}zscG4W}KSL>&eCw5&;oUWD*LYKQ!T53i7z|H(W&tZI-YU5wOgi-UnS3 zny-hc420q|65w_%cZ-)7@0V^@16}VM4!g?`#i?JJZ?QkTQ8HngD}y+HI3ZMacru13 z(2Tl5#mCPTtMT93ZbVdy5hPf`rIv2r9`412Ej$Bl=%<5O3^H?#ARWU#Agj+z-naR-Va~o+v zjjinUe62`szPq<#X5k4}WPYSP3G}NJ5SxX=xYi8x#$;W_rxEu||upV@)2x zR2WHO(xoGTgvxqe8p;lI=6jnZeI4t11vi@_2s+`;6+oh)=Iw9XPNq_ovA&qp-{_=e z&deIfltIyv6>m`qw8gQvLFa9<4q_yV3jy3RJ$ou|dw&g7g}P|o;b@kC{~H%wlkX$f zvyrNU=GtQ!xOm~>Wu%@_={ooF&YZ!~uTSGNyTFA^BACyxHD>}5^!OJ|o7Ub*&Loql6qRq(0 zhi6+5;=>c>`Yf)&X}?#QQLG^zTLm*?j?r3}qf%+eqTVei_)0D#FPD3&acCoL)HIw{ zrRBcga=^sHg1F(d%Z4C6v)OF26b?34p385of6~~oROf?k$_GW5iJ;e?K&z@LC`(y_ z1@EXe-2aGiuiHX6BZgo5^tpD~qFD{f?qz|~pn219Hvt<>df=+dC&=bd59xoOaOt?n zoGMo-vUs5En|ADXi5jONH3D8Iyp|E%)0IZ3L=Zq;Va4Ie(IBQ*)z6)>!xM8!FGKf2Q=hEBSc~;tY%p;RQWz&63jz29D}PF9{^m zjVKW}MCfA0Dy_FJYeenEyj!$_7)DnU5f&d}fCZQ5oEv^kU3Y|BDfC+hf*!CJo)5hC z+x>7dva;m);trONUwA$%eo;PSDx)Csy2ow5a(NL;b4kyjF}NNVRl z|Gfcz>@Fs5Vr%q7FIqAa0QR&+`seM$Ew`hCFpbk@2x!AQ{X0?2 zizT?!f*cJ0B4`_4y9NZ_@1NG+em5DN?AtiP$q&__&9Z3#{pr)1dN~ofOmP{Bx&61TvEJ4| zGS{H0Wg`QWl^ROy+c8QW-;YU49jpY=DGt$dk}oWP4X88ovr|+86FFu3u+_7Ll9V~< z#sW2|dt3=>=*e&+dap4efzjkxGxnE0% zGGRknNu{WDI}X;vC$j%#D*mn(l3XKr<5Jm8Z(;T)NKcEt+9O8It=agBsh2x z>a;LhL=5%qvQ-#1Z;uS}+j#6<-NBE{KihS@sUcdg2m8JMkU6+ncM?#go+5 z=ADd6@0}lqoXq42@P|^Q@N?@pu?Y<%XTm_TR0>h1GdKYfCXXgw&fZLsa>n<)bELD-h}6dM>nK?3OHa(+CznWV%1DNg52 z$HivU;#t7wuc}iY2^RWMTnU>aCHGLV-rQf|r8_;&^f;w{@n%EJ+&sZ5ETlz0 zZ|zoqFuwf)6hDxxTmNzo{-^ve6_*gmQd9i+Xng|#ezOKorg!^(5O1Id+DAS!nGrZXw@nhc48EZAN`_tW4z`T#r7&eGbviK@ zLWtEy@Gj{h+A~9AcUXvyj$B!1yAGMm~QImjAlQKn>O=MTu@ ze}c{Q*cX?<4u9N=?u-ryLD_sPL3bQc6o*14;te#*dc<9SSZ}M@38&4$C8cWhpP8ZS z4F;-65(BPxZ*X`3Aon2Qa$26K$BB_IN)qr)H8`0erY(ur$Vj8at|E)QRSmwlz{D;9 zzJV|z&mSXI)AW_wwvJvJEx(uB}NN1g6dF^ z?doug2^9cxD%3kscaYtyN{kM#_fB0GK|4&}-Cd=>jLY#-+|(uIBl-slCC3~bupGCj*5HltU6Wh(Yg(Pd?mTWf zmq4Ii`z5GThD*JTdK{|9Y4qRfgZi7X#fy!IWgXezxX@I#oNF z5APh%jV|P$!+O|cjaf1jR51tWxPjh8aO8fg>({R71Oh>IMe^k8R6R}@GP^fi4v&~6 zhxP;royUC-7%HP!`iIkf-(FWHnzlPWjsqU|-8uu3G6CRi4?01ajdD6}6E0k=X?;1^ zdV@Ai>ya-XLk~=z_guXO5SbUf4Z12LBPPx0U3XR&B2)YH_N5-lTZoyy`)GmvEseHB z{nk05Vr-Ee+MGG3A-m48jT$&9ofXNbg5&6n9g)5sr(JnkBRN_WdKlwDy@Y808B`7a z_u#=5u*^RV1WqDH$^&z>8Wb2NdT;0sTPf8i4lSoPSFEap7nmKkZ>dlJv?IZO)lcHL zUTz@tay{*B;OqipeF8`Ba)e*y)D3&9>O!01dja)v9a9b;P$;rTRMSbrmXTxP7oOy_ z)xp@cADOnFWL)&>`JP-{^-d87l({FTj~co=V=QmeW%6FKQJ57v+&(&Bm`>*CjQ2e7 zD`p|B-fXteZ1Ns{b2FSew^1<6c)ZwnA(Bh?M0+}-u6J?naiLck^GL@_>kdN~##jF){N8y-LHNy7C>31arNTp7MqGGT+e ziT!63g!h*;{N*1sj0H%q4D}P*wc#eJ4)`5pp;2-;oZNMVKXhC$U-{E@c#(g7&mCBOG zTU?SF!|%9c+Mw??@UoP_urkcjjFAX=NMZcoDlIeWU5Tj3O*ag`$+{QW;k+IGwQGdv z&-*Bt_t5oK&MXFiKz3{99?bgebcp!&ON`Hh<+){%VerxM9YDBPsD$NpK zGbRwlBdWj5ygi?N8R+a`P%6 z_EXSa`&b1fWEF>gK3+X@`>{V5uoQ zd6f?@@Wm>(bLu(}d|!)ve{|7~2X+51DnU)=wCl(cg$q0mmh1KOwLV8b0%BWu!uHGA++;=DpIB2UgZhF9mu(jly+38`Mj={?j6Av}g zXI#2KPzD1xdnAc^=wB+kE6b|-h97aDTiXn9NUu;2lT-OZ+}jDiN)JU7c@c14oc5Q) zB?A#AX!PeAb*1_d9RLXE%B)-*&IFY;gBxO#YHlShGUwC3{mpu{9YS5V2Bk)fAQ&sLlMs;{ksQOn@K`E;b$Wd{O2!Sv zSyYlIRzkZJ;-#`3EQ1gi=crg`E3YjNrfIF6*vsv_TbA>DXtP_6s?@LcV5>h2-O*Fr z%nX`)Y@q*XHNcv^YH2=RKi0-FoD47c&(j^vD2RyI!z#${x8<}Yyo*E?C? zhtkJ``u_UW3c)YAsx;B1T6b+Mp%eqBJ1(yLbA?K_)6%^s20Q zh2py*A~C|rv@>C>J2w; zJB=Zpt|y+O6KIv#4}sPL^douus43_X_df!;#xf2SCuQb%)sHzD>h{nv*+1QY$g zz99BlAjL$tQpN3~lVnTLWX&;2-uo-F_1|^+_e!k| z?TiK$nM)Pq|LYlQGXJE$>h{n$~5kH72NJ37bjzIg5F z8o~$MokM+4zxAzMzAiS$kvuNU4aXHQlW zU`M6)WWaE$+>%6%OqgpgPV+WIT z(TN@)h{SXei8)pf{$d>7z&W<4wA}bqaSp;EZKh~t zXoZ%CtnpdZUZ?oZ{Et!8sZBq6tFFYsG5;*`_{E+2V zAU>2f0i%Ze0MLLhWtIAsHu(1JDvY|w*2IX3g>m>%kBK(FKG0L- z{!h364UhLy6`meP3ccS@g6CqEw5=hxjOq|f2^`4Qm5V6WR-10zzl_^HhDXHv6H)7U z3vMx}XYsGu{a?`am`~>V zRn2#=Y>!n7Me~@1EScM4DJ!`dxz=lOhIb0Q(TLaS!amNO&)nG7_z#3FP&RK`pH8(r zbxDP_TRN$r{&|*>pi=%Uo`@g8ExHn}PfuwqT=dEkI8|3y1l zE*2;8hQ<(!uyI*N6;ZyU@s?|6=W`2nWuv1KDG3`p-t9AQIw#(w$b~ z@!@by90|gZx~En|gme0O)(6lp#$dv~QH*Vb)L^4Xt7VF*VfR5ITgy%xnGJ*v3Q<9g zVF|dNb3nBmg@9)l@AcNn)&T8Cr%;Z?*^|8hrwAV9z|i1Qeq*t)9-r-qcxhhe^# z(IR7=!3b;73_m_|^P}mZum^>OX7N^@!CXo2sfw+Bd&-Xc8W>7m0D0y`76mL|gi8s* z_zaYC6{~M{4LAFTbugVU_oRW*lrm>Cce5IWX7*1Cc;w#mLu5yQY$+gtxo+^W_^PO` zHtp-z;Ga%G`XIjkETH*K>Z?$UBxK1U?EQ($2n$Q753c%Zk{TA7v6$jQBSjPd(D`&b{HlD7fCL4tC6L7MLqKchxBZmy&@Yp|QKb|`C%g`VC$a2jy+mu>Z z?Q2J# znHsjA1Gcs@*l4lFV7bsbS|vTS*-4aAUv1Q0YDVbEn9%P|)TR_#Hy{$-B6I0M7k?)& zuQ;5;6UgN%_5`u=A4=1U^M{EJ~$p>6V>k}R%J003_(qNkH$ z7D60)kNm5!Ec2$mr{m{J+0pRS0{=h1AFL7)8{W9Z{Z%O3uU~td;j4&-g-uZVKVs4{ z#R`-HP1Fri6IC+Pd0bWM2e6AM1_EG>-}D##4?J@{C283ChDxc4#a2xRDK^tMObaOr zlpqozrfRLuO#k_%DYQaYUD1Lp^VTfi$0<4}M*y#afxw-d0PpGPsjm=OXlUpNeq;=v zT1kc%C4zlb4h=JSjauo>$Eh^(~CdA_0&eL0rNl?c_&6UG1X^LEfZ2ASij+c9b zvETI7r6wiW3aW&;pUmSVTP(?lqDfOiBW{i^`G{eV+e6ly>Y|H7oybp)2gZiy3v9ZErKlJ zyMeVaWP&B8`sq4^DkWyHzh#Sm9IQhuWr~cxqoWoLu2ii3?IWCqp|7bYUdp5#S0j@6 zoWt`tEWx61fs(KkC+cr@j0o{`E>8mfH~wS-!T{B;1)`A4hG53AvEe~zEMz1wNrfk2 z*9{i9g{nc7A!uj^C#T04XVg8FiD>91s;a`vi%fhOqDfNthZphRF^3$OnAyXuIcSgX zcN;KiRBvx@$uQuzd|#e9{~vOPW`KKC4AmfLsEzgyKxDc=NCt1yPOFc4t_t-qHL5W) z8d6BL$rzScufgsO)UWWbd^dljxgKZ7rd?zQ_ij8a&V=AUSEE4 zLp}Loi&)Xb^}Jw43*y+SVM7p$OQEOkV#5O!>UDp~qMwmM6&2Pd(?tgvx|XAI zcRj5CW5j^?za+-%4Yxy3UirtvgOnN~t6r0;vgtE^DHB&Nc|jp}I>I*E7%kpcP(|VuMOGBuPOObVu*$@W`aSFPk06S84bydvPiMvgw}ET7G=oaCagCpRT|7*}rT%C-f9Oq`Zlb7QxjB45T!I1o@SFaAv|3e*2 zV-K`NHTFIOuKpmnAD2)n4DaQHh$iD?bU)5xn3_4^WZ_^B<>BDs56N&u#EwuiZ!-2# z?tS7e$M_g_Fy+b>osm*B2xpyB*pOty_}mlo5-f#)oA1q}Py!k>RBC0nBYnQ%xB7y( z!cx3AYiH1aP_SdNIvVdy!xiJ~RC)&euawK}g5sDo_r4}L&gn@kc z_4AZS&m%qgCo9D&vX70!$_>mZ6Qt@4V~&~4q2a0`lPp`7crx-qM~_s=xsk;~SSEzA zrd&j(b;?})o>)M2;RYR{9Hxlx1&~7}z1Rozzsjn`G*h>8Rxyol;_Wfyl9aB{f3)!eMo~Juxro;$&5sy;`bpmLM8IsU(Dl z_f2sE{?||E6~tW>%?Eaur(4)peO<-GRig)2eSPwq7w09!ELM|4=UyVi%T^aeV+RK* zT|Gm`L$ppP@8>B9vC^hQt!_!#uL^o|w-;0GuGwzE?)SczPtR8a%3j!ueef)IsorKE zEZ5j5kR85R9npgJ$yiDs$SBYCCS6{~PZ|P@=^!tM?J_AGn(8p}95uU(fEI z{bSbJ|AF;T&t11&=W$$Eh{W?Q2u)@nZI(P$7V?7egFN8Kh%80+*bqGkc4O6Ijk(|@ z&(~a$rj{@alpP%%n2hY0DwgaN=KreWsgexIpl%UEmOCOh z>9uBO1!9@h+G-YEii=K(np4NcRLO*6I$TOI2C_ykc#VZqS%%~=^r>$iHke&qi1lkS7L zMMu1JY6G}=Vkvw9h3S*=CbIVySW15BLaIeBVto7xAXI#pi zY=^%ri?Y!s2_CsRO_e*G(sG{XUefLaw>2M=dt2XH2{N($&?;prWd0zUXsXjFu$x{o zJ35sRmR#Z4As4>nl|{d)?29w6@}53^o1lQ%w{z$C%<~)k(ut7pn0peyNp4qvQ>R5{ z0_^&uU3a5;$XTVWa8e^-VvXCp#5cEPRoa2*G3fjH^RL3WjifS}A(1Dq$o;xZ83FO# z`Vu*`QN~YKH#9`P7eN-o%hfHr`wBOdslTIzd0EHqc5_=tzyHk1Kpsw0|3ZakY*T7x zP`dj4r&o5p>cUUYmGR<{!Q*24aJRYT^J38~L|#4e)#2aYOiWT*0Gg%xWrExoW9~-x z(skt7Po1TS`5dAvKhM#&Ji|JiG}RB#!e%B@BMsJ1>ZZSql;4e7CafaV5j`G9IxuY6 z)4|uB_NEmgL`jTu6*9gw5hh!f?<0|N<!)!m|hQrk=ea* z*_q}g(-VFq`H@e9eg|B)&EIac)60e9l>(1GcowSf>Y*=^&8HX7cuIo6C z4as$eRL?k6i}ch}`adqS#*my~EdHiDVHBR?3dh4y7_(ZpcvKTqaJ0b>jsA*dOf(es z5ESg`EmiYr_SpfqbM_X8`qTXle(2#tym!b>b#zvKOC95-rsGc0v>D)ZI)fN#Rxo@^ zd%*t2lfW0u%-SGL8S)042 zwL(CE(G(Ut3kDy)0`D``eCreMnM56YKejoRD&QD}zCO#!w{4N_OqdEkaNX%xfV5l) z<)^uyaKPq1P%DkU|0l_S*BbIRd)V;zs(kcF$C-woJ4=hj(YI8TEwH10j%Uf|R#Vb% zERC-w#_b1W(pw)|^&}kwJa7^3aVe#CKRPj(;4nM zl4;fs8{(`;0d0$1)Hlm4{QCFEDH>6~LnN>&Hv@SOD!97@+%&gB+yWL(%`ll%?;rab z=h-jwgXxKkH<uI_orW-GeZ3Z8SyVZ!&UoH3o^uJuK7JS6T!$Puo zAkNBDpnD_k`_?f7!R7*0DL|q=L_}PAg=H=G`dc)-fXn>Seh5Si?2!$9|#0(4Ni(Y44;Q z^3}nc^$JPhTO*}0Z_1RC;r;t7ez`W+)ExkxAS^WNTF{r%fu-%S$ev;$uAo6wWs+OW zOr0s-)R)K6!3Y!wtHh2AUdGf>fF`?%IL_D%K|*h%K$+GOMdk07QzHofxRT?`z(qwG zmcAL|*mlC20R~Lc<+!)IxIKBJT(DnBjWx zDBbYq4j0O%UYX{mW@kv(pz42TbsI|m>|p#C$|d-gUEq^{E23JRj%J>H7oC1b$myQH z=}aQrhEZo?K;H!q2k#5PGla&(ck*;DBz(L6%?s~A zht3h2vsuzS5e z8A4m@ewd{Bo7ie%y2bqd*DIG9I)Hjl_O+SKo{{ub;2qwkR~mKJA9yBPOd5i46Q`)m zTi>jI#}vym79dLOA2$!eAc@)(#e#ee?Cn}XrX&s{XA#QFLt*bCaNqV}Vt9g#mk|I2 zY8B+U`1$y2oR`#LK|BQA%*>4dM!!!2G*2=mpg{A*-~q;E1rI|R=a>_epo8;R`ND!Y zzoN*%9*UAye{-rgJ>%HXQ!Ptt6>IcGjI)h?LfEFzT9j)i75D?;@hOJ-*INoGcNR9wspC=}#TKp^$R3?g1w*?fe z$`Hz_Y}edG?+geod0$|q=&ghpCHbwlgZW0S51v_FTH4>OR|JIrkx4n-N3`6OO7b-> z%3OweTpYNej~oImlH7*VR0m^_u*W7p>cm`$gA-`ckojz>z)8U1h~o3c!&e)%Jh*3X z%96r#Sg_KQ(R5wqWm&wWPe=wh+Xe;-P@A^{E=+xuADZzUUk?_bKAicrxX0x=dK|iB zxaGPZB64W8FUJT)PiVjzDV@8bf99h+ zYbaG#ZN47pSRxkR`-c? znx2WER=iR+W=@H!B~n(uS&x?)H1m!*O>|ues%A=A@{Fyx^_(;3>@T#E#w3Zse+Qd_ zos%9uC+;Li-h_{Y9)5@Ocpm!}lhV6zb=PxRF81FEDUyFfNF6UkQIq=aaO9QlS_^)v zWc8lmyn#`6zi>}#F77i;VACy=#r2AtUL9e^%VJB)%}B5y|46y%lTW?#AJ^OVB>-$) z7Yp`_A#9caH4GtYz752V?2nP8fk;whei7H!ez(Zq8uNv6Hp|+&7eKSP@jXjNe){6k!)`66 z`)dLT=r)TPNLj#HD?sppcMPypW|ODN{G(yW4xC!134EZ@x!(=BZWJRY8?qUMOqm;$QS+D zGOzIw7E0B8++h9;x;SgGYNfVIpo{T!&;Gs=Z8Rl3d;H|@GWdEQx7=aiF4J)Bo!djF zd>fr5eOF49$XmoVl*Khn9~)kN{G@+17rDk5!m%NQSa;6bw#oXg+K<@f z*BC~|dtJS??eDyO2zT!&LiB&MQy|F`G!>}Ii6+akD1UwGgWnJ`+wp=9m<3hYGc!4< z-?txTbTwYgHF%pJ-{>8sCcz#6qqAQpz3<}O#D1gYd~Wi;_@?Ixe^1SaOcrJ`JO@l6 z-b(aEx=ekpg^%ZN9n4oBy)_kG?6Vsam?k7x?1Nhb9tH{YQbCmOwx4js!q;`W^8wy*>N zKTrg;R~hG+2qSc$%{k`DM4>eRsu=~4dP8JLn3jl9s0W6CziX?eIn~IiBij49Tph` zc+K}Q??<59wdib4@?u}+NugkIKU-;#?kfr4PwN*6y#jRQmCSs z+7=f?udXEqA0VWNzYAI=GwG_Bq4;e8#SQ zn!#+qg+}rJD7>T$r^4>OS~t2Iqz&1!LpB#+xCoR5T1J%01FJ=AipIbmj3q_^Q5pXe zr%89N1t4nv2GSNF)+aXT5?h`^mt>Q`P%vH7+ttayOeP>l;10Yk!<6IB30K5*20&VM zZyeXdRUXRB1CX(8N}&#zPFu`aK&4s0Tb;gFVoG3;R17n?mTu8jU1Wulc;bU{Ov((Z zX;HuZ@o%LJ0Z-y$7+YJ*h8Ak&1WseA3eRv49<(r}LLY0iV|ESBMIZ<8dF zwJ!X2(Y-Mvl%h{#SyYv+H@Uyv$6@Bc4CkKPf&IepKT4>M?3`SQo0**+nHhSb&!pxM zw6wT&{;be^6VAbw0@TDJy_m+pGAVeJRbYTGC3;_N?j$FAPl+5nj`M9Ev0Nk@n4BLm z=r?x^Jc?i0VO|AlWD|(X5R4u9bBzz5xV)$x8uK>QbS_j-z|M+|Q60mE1G?=0uB4tY8QhIKLG3-$%? zN5Gz}!VmdLy4O1|}YvG8C&N$+rS{eSX?$+>1{pdqS+>cAE77L}$ zb!Q;9Sk9pYM0OX@6GIWteJ%LZG@~V;Xdy*ytPOQ*sjD4=fn7=*Otg4~U6rk%uzNrGCZ7)g~(| zlkUV~k*l`@#`cFOKv8QIoX4SrP1=qEQc=ui7n;UsyvDF6M zo1G~tx<$F&KX8jY8j;a6FbyCcOP+$9&u};-#x=lZ(y+~Wx@5_)IPqGYSbW0PDoRq! z{Bq{VPgI~}D(Y{9+YYazEZ{oAY7WF|hfhiHQ1ANa@F7}K_i5x3nVd5L>L;P#jVu1{ zf2s&;jVBn2sR3Kwl;qwzNF&_2kguX~&iE(b0FbrT#qJ%kwOhc&hl6bm_rV5xjU1dn z@d6bAxlTzcmC#<5P}-%>fq9c2x$TuITWCG!f~vnzWl@_L6W?Un4)2ptICMw}u{!By zX(vu`1E@Cad*dt$;-oYQyqecmgJ;z zhJeN5($0TVvM8h!Tl)+QbIfC_>#&RYWeq@y7qGXO_oJPCkPg|z=E4ginOysxP**rNe% z+wE#7%d4Qjn3N_lHd%*Oim8Z!Ny>@_-88nSF_4%qq^!P_w1yJ&7uodSJEtX;3>RGt zatRrehhAYH+Zh)Pqy z2qT!EOE-YADw9cc05$NxJu+`N3Q<$|4_;07apjE3A@Ukf&OV-DuWh(!$6=f>66D^B z+!wvzO^K%HtE$j%Qc@yBudqPEnqs$H<;Y4%+mzv`}p^ldOsYATtTRlKx!*H6p#DSa3rd`7mnh2L>8%!|Cey zDDTn;MN1XY66U-oC!2pA#bOjBFg!|aX5Fo6n%Vp#Au6W@4h4x8G~bH?Yl%atGHDIA zt=K$N#K36M4Wi$02x5{=YhC|DM<7#@Buz(v%2f!j307>+gTx}s)!G$a`EO1-VW4d> z#U~(bH7K*I@^ru}oUPO40b5y?a?G#x-x`Ne3`Iso4$tuYxp%@*wj6IchuF)<%FA;x z=Cv0MsBo3nFhF=f)hFL$I=H09C>9kC!j((E)*=7vlQSvAK2t-tIf$qH)hdT9usd!w zSTtae5lAB?SYeb|4sYrXuEk5V!D(h&J-MJI&9vM`+vx`Xl@Oa4jsB8d(%&KyIH ztq$r9Xdy@0c3#6zwsMouH!<~c%5>xV<~u>V`~y2hF{}xS>~a9uGCA-9DGYQd4Yj03 zDvt}m>676K1*+g@O1oKpN%w(A6xY>;C*kt7s=6xEB>TE+fCxpKGSvQg z!PrnL?C@d(aDEL0p13~|8WmI3h4-*vs01_X325li-wln6HyDPX>J!Hsg6A*@*J~P9 zO7_JK6%*`qaa7_|c)iljaZtshdkuJ-%Kqx>_^8*irpV5 zVXwyL^qECYWcKFdA>@7_yjR+WlD6SAjs-qFwYAKB*#Jz{7rQ1FU;%$uCaKXgxe8x- zyB@{?v>z?ogV1R^WPy}o5RiYBZmWj8?gy}zzdd$B= z$jT`dWGugCkCyk2rF$F&1D(l&Ggio-_YK%n2m-wOAv|CekZNf!8#;Vz83lM2xj+Eh zeSpt@!@^zh);P#ukZ)ibRM9#vZeZbUpw2wOaIT#zeg)ibivzrYDr>_vD03CY`7x0Y zD~0T)*d=1CrX^4?)0fzM5W#=T2@%hTub@=LkvW=+z$T7OPWo-fq%mFTpF|Io^EcB_ zVlU70smnSo6zZY$#mi9>=9HB;gONiEf6UC?D;zQ)FT(DhCFwDzu z#~`~Kcwir&qXnYa`dp;PN*97HV(C6!qDHPsd5T={f&*1~1_YI9+$J6TC$|m=9I`R3 zvZw}gX%aOcIU5|pn!L!8spQObC5woXZ^fEO>nfbmG|R&eO1OsbigPBNwgI2fd)(DFz~O8PNZF=iIG$U>T0rc^bqKmCJE z_xwCz-b9J2x+)AY_u7-VU3z(V`7yBfsU2}gY&|OUf1YRmC0b%P2urZ<7_R->AE;4+ zqBM4x{38+?G9M zsL=8)EwKscftwT|O{&2-VY!{fB-_x)vXZ%=0965hhulEM>mw2MhUL)Si4~lX+>o50 zZu64^+$&@3$dBYKuW=?ut%ag#Nndz7uCHv3yu9jsxKq#|SbY-_8SEo{|L^SiU0CY< z%7GL57qP;c4@O(C_0`6P{_**wlWgCOu%~BNkp+KZc@9BbM(m91mNbSjZNT(`?H5Cl znWG&Ed)6jL)i6-o{sZOq9oN~jpxai37U7b3fcbDEW6P!J-*$S zm)3s+_y2*e(_%kcB6H_nxxVHmhh;y5lu1n|diQ$Y;3|=%UdubVUW&cv6jAB>DjZCk z<^Gzr!wEM?2ZxliRD?|oQD-$|BX%YrDkk@H%{P_lQprAvzB)Dzj&QNQ;JgEKD+MuU z>yc6UA6K#w*+P-mF&MgY*r@&3!0o|%!`aJM^?}cR=uGI-Z9% zMWJ&nKjk&}OP5jsVG;4QNWVVP zB1K24Y1YiPCf0yXQ%c%x-#~4oDrh~HBpn+y`eExF;r1h3CJ9N(uU}n_x&Sl;w~lDT znUA)vM0d)-m(wF(94>YO)PMh4Bb8;%YgNax<4t}@KVI8*z#r{%PVPrw7cp4lY$(A8 zlLnjc8lIAUq!13T@1d+2rfKES4Gr!A?d=`N8ullV8ZXAfBs#sgss0;CdD z_+lN?p$?~D5tnYR^LQYVFjQIVh}yL}qLf5YRd%v8*u2u%eI{wWmok&Z>QLvAnj5&Qa_99k^|I4CB)~BX% z99U!tlJnF4WoXJ5BE}xA$m74+9~?8B7+XY7-o6}KXcQXwm3hfE=g+H6JcJA(dtBOR zVhPZ4uvqTbP`YHx@b&xjYH?TXcinj;WxJmZp`2eZi%cCt-x4+1l7K7f(TwVWz3~== zdB4^ri6`99TeZ@q^Ps*(Mh0%iZ}5yXx61IlJpfrY6vF%%Q|C$yBhtlLtvDY+IFMXb ze@&Jj*Fa(+A@#q(@qdd*e$EHr$;oZs?s&hHU-peJ)64&1I3<1;qR)#dUT}47oI{Vw zkXWYrvCVDo4GetK^>q2{VhyL8N_A;Wq%ozPGmz{!;X{tmK>WP=3ZR z<-$UgA{{0HLs=n{EI~>ZVTe&uA+FI_M|o^Sp8+8%U=`x>0j>YT+0Za6MFGDG9?H`p4hyj1SBI-k+etD|Ej^CgLf91XvB(^+0~dfKD0l zEB#weIX`9c!f$~Zgb6UJ0Y)h8CeQg0j`d0d%3qvc?yVx^?PLewg16xNA~xoP2+X-x zTVRWNt_ho8Q6e&UBb%JyJgZvaNCpF)gj$SXu@LX8nLJr!Sd2a#A*G3NbU8p$AWYZu zI_I11dsVr<`8`68<;=Y!8*xsmb9Iv2G|VZCAH@(!i$*Lp@ls0)y2_`Lk~8z zhv~CI*ZI+P{d8-wDNVps{@9fR6qC7xbUVd%9_GkXct(V8Ngze}@UVP(KNgv|L@P#o zOGSpu*}e9czV~B77)wsDkVmp@zQNSUF{@`4I43?Q6K))8t0Q6botIu?=K5yp#Z49cQF!{HJjB*FB zlb0t}P;rP80|rFJpoGtQ_~Z0Aqz$fF$f1x}pkMUU91d!T5`*@@=uS=vrYUW)amVwI z*Q&!GoG9V+f!pE+=6TSC1(3r6y<1UaRtNgz(a|0Wai9XDqpCD=$R^!(_@oAyhd5yS zlcJZFi>mklTQ9HIrzQ+aVqmwPpC*gphjfTgaWgbQ-XkIGdbx`vn>|5wr1@MfIPR!KjFAXLfdn1>A>Ql%;MjLJ3lGIas z15Tm@yO%%&96?mblv1N5CL`@n8vD~V1K9|Lt~x*h)MO+g+R)MvF3gP>maR89Bd1za z4lSNS4!iC%M2raa&rDyeY5ayar~j88iFzVywwFsi_d!h->Y+9lKb(H;(g$;K$^Prn z*@XS92kBX%Wtv8lGJz3)ZHbVdA8xf2`ne~Rws2dF0Y`#^{0pU1;G4<;wpsg8rdTZpzNYNjB( zWC4E;L!MFx+%O0GdoGwi8CG*p7~UtNP`a6w6RaamSDy|288h~4W19eL6Ix!~d)x9} zve${2-$8YH9i}faxQIF;B%BYd_C2b$zyDpM^W5;Q6YsmLZiv`KZ&vw@ls}@pAi2Dp%{_A0UP(;5;P&6n4o3$si#W&o)>2&SNV;8l)i4*Ml=6 zEs@l0haPk>Eets*Y?0Y94IV?pYdkr+o3CYOBnaaq4wgm8A?6+g+$or}jun%Qx znqIY%;l4l(LYOA$x|PahpG$+fz~m$zP!y7L$fv4xm!HscsfwTKCrSr}meB3q3OSvd z7{oZrtH>iMacO;??ujPzA+$-=1IO9ScX%R!(lB*1LYNpOrNo}uG23q87!n0O_K%U{ zM3QHhcLOTjman*T+O1yI2XXj31!N~N!>FA9yySi;rYr%3hxTp2>I}pCAz2eW)Mus?{f6< zrOUXI^1KHTN-w)5n{_W$tZwNB^*tL!6x1;2V_P$&f!g_X*6?pn)h6yBUSj&~N4 zX}kXMHw(lG53X^aGA;cKo60ctr;`@yP|nN^FqYtc8Uqam9*;dL&gHL2 z7{KAcZ627JqpP@3f@?20$}TYJ9kYRlB`Oq-YU*uFr%YOw!P1AanKGSPN?^2+T@Kb! zX-Pwroo-$IY42<>%+bgP5qec%o&$~B|6sk?fU|ITK=p^fYxcbPpE7_eGY)0YL*WevMOdnk{4z5>Ct zq)+sEKF96?FOLQh7}<~(MX}Xc(aW2wJW8PGstC83fiC*FH~Z<0ff^&S1yohw66^X$ zsmQ$OU>T#SXSgmxK8ldgZ>Z77&BZ>2`^o85V@z0+lk zFp69TEftWk0R)3fOUj_{%|<0n5HhnT3;Jc1zU_t?sm0nS?GGdh4op&72gb-3)ANIwN=c5jPzM zWn`y-HC)N$Gx;(4W^#hW?S?)~rg93X!7q@+V1<67@@po1+;ymj9ppsY-cthMONn6#vul4w&_!%g46&Ag*eB$*UCccjRrTxLc#RI@fCKyHQl`ogaSbn<9NW-Povqk#5+?R_6D z>}SN<84)jmMZwJ#95wm{Y=i;^*}G*07|sORgnw3BYi?4Ny#wd*{r(MEpXjhwaZ#u6`1f19CyA79pBmgCk2soXvh~DLP6z#8OyB~?1pr8E_K3(|V(6Kw; zPbznsC>}3DSKr90$k=7kN_<0*ycg?M1+ToAvI*p2ZgTynnWq7#Li_Vu`nKDR*Pl#L zqIA11r#YiCNqfTLdr~q|L>Xeg?(!f@sPZBhT3X_JYjcOy@39S2%SJ_qE@LwU)e-*r zKFJN{Oby=W8wVNuX}L%J{Tw`Jv>PQ9*uYWMyu;^YyGR3kTMI^QrLzhY3nert`G_pU zX>KX`XX@acF_1#OuuK_8R7Ds$txA;9+0B@QVo0Lb-F!%bDKyS+uu~D*mD$`gfq?G+Aj!g(m%eSZdVjZ@>B!tW zITHQEWp_D`{oLOp{4*?9g^)xDX|?ujgjMh7Fw$6#vb|D80$X$GyE`4y;;4+S+ZLFQ zFS4h)EkZm*|L4g38;7a-k}b0wSPGG@M*2M=FXe&TItsDdPBG7QxWrnb*&2NZ@>c~F zP5>~s=JmWu0_yvmL>{L;*yhJ=-3%+-F=etE9GUD_`_$}gm)*lQVukpu=Q{%{ za47YeDd=piEhcw-}pO+`0iyd_h&Rh?#=kCF-(Hu-3<3*6LL? zwMWp*&<5u)Z*t~y+tn61zINGfFvsLn0E|gWtJ*m0_X$0DS~DOP7R2}!y4i)+*%goF zjZ`ggWrW^-%Q@meTBI3^ipoqZ-ufP%(l`{+<7?4IF#n35A}6RgE+!jAi-VK(AS*Ki zT$_QnEzrA(V%&P4bBI$gN#Y=-w3@$9P6Ipro1~Sf4#O(#a$LQ&7=>SW4MIO~9FG0p zpwQI*nL^Xm_Oo%#%H9=_f$4-Us_m6Y z$Ja?O>tamYIny;#louz7tMa!b{=lO0ShsSgYvi4fS!rG5OJY1}PZ=e3p9m%`twf7#aJWx(6AVd@m=NZyl4HYx0g`NW*L zK#2d$BI7;WmUdF{@lKb#{Kv@(U9s3RzV; zR*W&@Ugyqza`>LB`XQRefz?|n70RQSGMJ_B6-2_rP&{sTXa7qB$O)WYh>`JWBiOHLSjg=MW`w^ z`^@xV+9f0G9^VY&(e=}DfPC~4kLNicSb_NG{QhPN5wD-4c*xq4iA8Si?Ur_Tuu(ef zhAAS;13@C&8@FHIT~kXj#%QGZmaaU(!7yD!+p}2JQdRC8xZdq3tIB}Dqprp`T<~2K z|1FW6AbYukR%p=#l)R&43~z34;NeFF*|b3$)@lgn6JUKwWrKQhoSsSkWn-EIgSF|e z1_pB*$z1P_TE!DyJSzXZ?|N2vllj&e>EkjbHL}XD+eDHn z`4{@y`Zae5FM1k3-|z9JF@6`z<}&*t?fvn!!q}kw=jD3Ijv!*QW35M=#x~e!CM|F0 z4;x8erPM=A=s4A7V`aVkGnZ)}@8kzBDEy}DC_mVJVmNI|k8AYzhk-zx7qC7FUH=ON zB6n9wcH33X2K~f_-w>2ob&=;!WuL8(f_u-=+&PHSHY$J6b=daG*V6InmHM6l5N`fa`~qxP%d$QOK8 zlL_rxvU|dq%kw>S0dHEs7GsJCIefMc%KlY-*wCij&Tk~N3UZr!u@thA@*8VozEST( zunaav*i~gz6q)dkM}L~Q6|(g=Ug_*S)xOP2(i=GCFjg&yT@%) zZ*AWFzAq2Fi6+98N0hE()W+x^EABJDut|YU9bIrT zr{M1QP48C+tQE<+Y1QmTVyA4PB69BwDPpb1TUJIGH7N<}5wm_W<9ngyoBd~zCSRj) zg#c6Tbv%+Jse)mhVsgmL{bYDf;R#)lRFYdr*y{dLKM~Rwf{RQwGkNtx#RcOY_n_b2 zjiP=&>?f(S9r-Cmnz^f*SKQjAW4M4V{yS|R+DR-yhJ(8uI+{a=R-Y$%yuaH}y%7m; zfsZQx?B#)9+{b!1nHx_B006>2SXbilyXyPJ@0y+tMEgJq^mzQID9w~=hV~8)dVzB~ zk+S*(D;LkMo54@q28Te6yl>wKNK*CKcfPTE95b2LBdE%ec_2&n0ed$YK883VL-5Q` zM%Hd?RbU%kQBdO7qt?8Pa6@;*zTa=8?=)eZ26@t=Y&=~+_|e@Q9nT!`UQ+RfE5Wft03htwJk|k>P{AeP=@w z-@h0cb?+07U-UHQ-r-K3$qjsj#J~NsR!DW+e|`D$`x`vj{jcw5XVJcZla51@=DVb) z<{fA5Twh1l$8&V~&PViMeRurbC}Oa^3qD0(5DpZk+8HdxU9eUs4w>L@eoJ;gpzHP$ zvJ(9(-IW5zO1xzY6emrdB}twN-HdW=dz)59j;pN108p&bQhY+zQSh1yccE6ckd?~{ zAjK4?MM~x4?QM9y8f>Luo`;Aoo;-x4)geCRTmn!{#57n^n<$EN`dS+EeOMA1S_Hck z_&K;K!N&0cv;jKzVLR;q|E+MO#Q(t9#9_UlunYQtf4?_Tb5o*-+tWCF zF30U84t^6B+7Ex0TfTVjdvxZfBstcuYN7#d(OL-aR%^^c+-E9Q|7r<`32UH}*HTIh z+H#z-lVu+#fN*5$x{WRQ0z045JENYsb;FNkQN0D9noUeX@G&7k)8% zTgD!zs~*U ziXCfC++>ui#nSC)-NIC|%Ui>Q_Ls?7t{Ie7Rj$RHtHsb&Uk0kCF1ATY1VL4dc$~M$ zvwV*=BO)RwaBaoSilV3!JQ zk%Ery|I%i6%K0w}ZY6rdW=Vei?!PFwIs08*eSMy9H=w(pr<`%z?Ph)!FJcJRxDUt3 zqiWxa{5hYhF+6te*qU5tT;Ju~CkG0#H7&CXzbYujy3%#eDomoY)*76G!}lfk)&*?a=M-?*>(n)PzQOjTrGr8%60PYz@0%^I%fQg(LM z;@uBil*MME2@(XW$MSqkYx|IwJMX_xh69Z|8*MCPNO$UT|2+i9@O@2J1V7+HpC865 zE&S`qfyMEPf+l8X5fsq3Er96DY-?^Es;X|r^6OS5>e4)3TWqip%fs37iC~10_->7J z%{%T+AK@>aOH1RO&hLqbyC-(Z#0z;Cfe0O}2YAjn4P=o&V`QB{vDV@*T{I1@&XT@Z zNt%9iuXJZ}4iWF~zmYG@Mk><1p~Us0KcJRKPSOn2WbPqw9yWo9ucuu|_rI^0=3h9W|Yp>3lnP(h2lVZz9K07;NG= zL`u!&mVe#sb9=}$?Yx_D?zfW|Ti->l%NLxUP9zGy(HaIwb^cXJGciKGrhPkqw8c}c z_bl@3?ia$He+=vL*6*)OU-cFpYUp+=W=6&5nrUcujfdo;5D#xQ@pPxc`F7!Gz6 z{-A}40p1l}l+!Fp{y(&RWk6JG+pda$bP7m^bV~~i3@zPA34*{N3<%ONAT1yzDc#-O zNK1Fk&>`I&183aZ{qFsp^SHR$Ke4Xsx&e~d2j5ybG5R?6D`UUX zU;og1uN9WyKW&f*7!9-)lTgMG80ibBXG(Azip^|uxPrh)b8z@HoMKuWN=mbwk6j__ zeFwWa3u=n}u4e~jF|C!4baknHKOU@g9r%RPj&lh%BL)>|1o1MUETwfe7(QfRq?;IE z_r~be;@gi~CkG39sa*&2=6^`VQ50&586<2_!AU(9qx3NCQC<~lkKiXbW&0f+*=-%F z6Wmi?-ifV__TU)z7z=x@4*gP4Ab`4EM{JXdGsSjxZX#l2EFjfw7qFI{bPI^%nLQ~` z(2BmULdVi7WUFx~`p$@f(hp=y`LxX}DByu#12!@K&}fZOjnP88b10%xQ_KP-2$PZq z$Y!~Y)zdSp7)%qj`Iy2g3@MGq=RO)+2tuCUrAt( zz9y_~hHF#|4)~`BuDn(n;_%v}+rf!+&H7E9JNUjvOqR64g>ktaQJIkaoyt+P;rrFN zUd6&$E77G{B%itIFGR_|q7oew@cc=g^OJwu8`MXvh@j8WSp=@xr)Jwzu9_ld`d1c* zr%_@Zrs43%jA4{r12cl2cef!Vi5$j@LzHt4XVf`8j9ec3Y&p3WUEjSPYakFeYOI$r z!X<$vn#Qr_OKvquddpEJz&8dJc4=QVo`e%(za>d{D7|JULhx;$63=b9zRG~f z41XQ;0#&H=xwMb0HpScg=!ilP6M&@)pJl}(Mc;cT{#^Tb+?b7&FRM^X4X*6x%3+PFvZ>%n!#JPy7i_ zZ5I4X_NG_oIv?|2*v9qwd=O;I4bhZGmTJdy0T>HwU52rGb#F48=G;F*l~oth&?^KaFxuN|*5*v%zvGt~N8S#!$J#ef zg2BHY>rHp|TLRZim)9<)=MvujD;!rT;Lo?2|1tsoK9daQuFh6C++7;VqI+r%U4k*NbUi|G6CN3z3_Cw}ayUN+s$nUrC}j%rgsD5B zs9VzCsyUUv+4ZGN#MUtIZ4zW)#mlGpu zAo9^=Z;w_6Jfu@p$ZDV#__n61AwXMab8q{D_hn!oT!6DS^J|vgK!9sQn#O4t6081^k6799GDPRgiiLY3Gv}<)0KY61h zvehHCpT?-;g@M~@6!BDAm@)kaTqi!CC&GIdMRj${BJUn&9ZKkRmL)#ftRq z6%ADUjHLl(a-{33u&kHUKd&)5QMx)l8}?8AYEpz&sDzf~tKr8bb@r%Eh?hP}u$qj_ zMk+IyzZr}K;Ee6>LCHH%8r@M5Qm_B z&=3nEuo^E`%|RQ!9lFvD?ooX{x8G?*k`EA@2|OJ+g;${z%o0N#WB-tcCu+<@f)CTL z{iR}|-&XJ20p%25L-zJ+mJG_s5;8gG=OdHjSakUQr07BXGh7J1nH>eMS%);3(!BGJ=FA`zm7!`C5%N!7Fw8=RDDXZM`7s_%=r|rK|U6fWk6k*1sn6&aO+{OgD_@h zjWx*N@%W1_?yE1V(xRl8hH>&w)G(e|{@8k!Y$%$xE^AmA+?&shchL5^GhKT1NtcE? zS|sb58uPo+$oH~3vgp~jMO6_Wq><=G^YQ`-sWWWsDD|c^cWLB3nG6VM_^@F|5u8L; z2-fSr0NC+->C9bH97f{VdI9DnW#nXZ7Q^Y9eWni9=q;=5)#NT&-iM+>lNkogrk8Vq zhzRjmh40hVSvoE#1hMysBNJ1)HxCi)0$xIY2K&oudPyzh60kfyl29YB1UIN5pg>T7 zy#WZI8<1DKhQ#YDYvK{7M^(z>l;C8+8sGYvKJo9M?OYBzSG#-7%dyQPWhgzMJQ$&a zUSGvzDexm4S*S0InXCqs$#|#hq@_#{)UD1GZLwbeWB8xC=~l7`={X!y2W}>up4GBW zYOnVUf$2KR;?)WumG_(5pQ%YlJC_Wl*@%GU25k;4pG|r@hf`cgIh#EQbCttQOx{15 zRDV{##WoNe>f(;mo{vqkENB4pHq}~tk)E<6KB^^@>{CQ560S-7s4EaJ2#An}Iml3F z4q;N6(25=BmUA_BuL=%CmL(T%L7sL_8;!=&-wml5cL>vDVTP;KQC{_)ruRn$^L!4a z8G}UP(#pnXynz*EWU|ubruk*A<^EGry&B=(q4spR)TpDJ$=w+~Xfmw!LaeIX|Q!u*D8jio|SbaA0_T*c++(a4P zhdSi2^^Bwn;2=gI-3LRQ%2{0|mg;%@jm&i!ElY18t4D;rZ%MxoNaJy>1a#q_NAc8G<0fgx9LL-JvT|~m=CnN8uKthPV`=@hqx3+B zfi?LbX1Q;5KH4|?2I3t$qUH>`E9LvpCOlLl z?7fRvB!VANXm*PWk`nCY{fOZ=q0xI^g|5ZR7b#DNr-IniQSis8!leyz+KOt&?MVS= zsHVsOQl)jP*ojoWKasZEoC&(7_-AvlBbo!~NncS<`^I&hX()w4wp`O&DHzGfw-oeQ zn)XQ-Ef=USkk&`m4SnmW1m>+{KGz3Ps`4^y$?DPZC>dI5Y!55hKJkt{BPRp+_8xsC0YLC`mC4(zo$wLZmKYQ1YmXGD}1!k%F{chJ3d$wloj!e=r~Q!{BKUS# z1?e;ipO-g-UOg9%0_|AGX+H_lBt$TpL#|Y{aKf}?n6hZ`G3W@fLQY=CQv#6u*=T9s zZjt%qxJGydsXh<*@SFy&9B;0h1Pd@^?=_R|IQo3b_cre2$qtPaZ38G5O^Jpvt|4h3 zsG+?3{%OkIXOWlY7}AOxA4eRts)T}FXwea4Sukcr$v?wb>>DkL`+A+&aVXLeeTL4d>V^YX4c7;$MvdEip(Kx3durM1a^WV`rX+1LQ6o+CiLUN?=jIb^DnLMa`70^> zSDosXe!PZ+XKEZzv$TAPf~iLl?@ym|=$w=l1<$#a_;{3yv&T$fB`C96Zz8aLd=?24 zHfjV)YloqNn4_`sZ)FfOuJ9fe+u-t2?Fl3UP^_8`UyKjs2%p?9-Ou^Ds;g*wa0l#7D#2a*6T$1^z8im1*B=6-8OQZ z6J&&UZ!nD*nbh>bFOh|ci-g(;dsf7Pr+KBHWH4U5(p`>9MYWUTkzi^~XC2{_WFa8b zT04`P4`!(;`JBs4_)ZwuW#(TEiTwFl+^+hPw2G<-o%SU7dW*auFOJ;!OIWC>xl`=d zcL{jt=?3}KMZd&e(EKGR$7w~$(dk&AFL|P3#^pWlqwX;R0%dp3UJ(0G24kcf>JA~e zbN`k@;d|Su2(fiUFcH&#Q7sLBg=YL*EA4a^TL1AJp%>HDJvjGCQmL zI+nh)!;U;!o<1KmTLUJOU&lAkvB)~}U#+{eUA(7haat5ZV4hC4|C+f(lOuJGrh-J*{r8euQ|>lp^SvxzK;3 zRByrllt3iL_wRo6|2V+Szm4DXty)&2_p!~am#C9946!oT41fBRDR}O>g|n6wZw;*v zS0P59eA=bS;4b^vC55pT=!UBT>#pj8bsOvQ4`GL|WXFYPXqNmCK}2iXA>#QD0i9Xu z-~VYpe=u3Q9y8N>uEGzxwQkO-i9#gCd7o)&#mJ*T)t?|@wsfU)i~gv*tm9UmKBMnf z0}a6HvcEiP76fpi(cH4%hc6NJzx4@r58aAza3{|z+!(<}@ zl$?~CsFwZy-AxMXIMMi3SSvmrp;tQU;%vl^)+J3TLXSdW#$tHki11HN(+5xfmUQ8= z0wN$$hQc+2SZluCZn)a&kJ*T+Ch(%Mj`{XE0V)v-b%rcBc)J>IrYTE;PaXo@Oer($ zQpfml&int#_nZnqtkl|0u}G6R7x)9Z?0EBRMRLkC>#0?t_GcW#t%5doui0_3QTGhy z7R0%M-k{Use=b_P#-mM4j+Ov|HeYh#<`NOLcEK`bDwbJ~UyDHKKI8PEz`93Bh@;Wk zO^}gBNmOn^?H&SeS1SHlBUnnT3<+qw5k?#(+@a^bWtu5nFzS(`m61FH(44KJ?HorK zqmO;)O`BarEqB;Itgm|6=P5y`?@jkee2d;f_9Luo;yC@L*30<5$33AmpK+qmLVH48 zW6?X+j|l&sRs`tkCul1^M!FUUmI*%I3iZ9C76bcg@sqBS)<#oCqdlU~fUdX%TUqOv zzTDHG)_#fos0$B~?a-T+gXxQZK8G~{0h(ND9zBpWO{?lIQ+NB&gb;asxEWsqoU=db z@8Y9GwF|wGir^G{gDsB}jaL-?_dptdw(P^kK>8F7_?o4J+cTdX>)KLmh6CGs#W;UN zkrF*bm%~#iR$ac#=O3$|sn{HLhDT=NWvzNo2p@XC_=Iv6GVTk>;P#3jV&d^Jh4PQN zGzo^jX0hQTVx=WT`lq!hAgsmslM0NQw?fY&^AT+tw^tdJUzckfEt3N8K0%h$lNHi& zB34o&)ZvrZIh-)&f650q{nFm?b`|GRH5#x#l1d|gGDggbPpZpO%x#l@+O?4*0-Q5J z?pVRi60nIw2a^6XVcGHEpzb#JRXg12c-wkJ>t?TL2jfH|wcV|pQhQb}HSD|Igd(y< zIS%+Qw;|T7J$COva%b+ST{aR>(Tk?FRj_w=2Pop0fXJ z7K~rb@~MgYvG1ud*{;SDlv6?`zzlx?wXNw@wvU4^SI&svk^g^j&Een&@#eXy(`c`P{lHgqGSEXfR|OCVMV z;85eK6OYmMq^CUL7sa>z--eeCo4uu4&CEYVgx2~~4~|P0vEQw4GZ!fLoc6-qg=a2>$7sBgA^>q&(e)mF-AxiE!{&74ZYG^RFPZ9YO7KLDx zK80YMm)OxrRf{f)s*NC0RA!nyj*9p+-f>>Dw2zVYX5%?Z7*J{N^PukQ*x=m5s8mtb z)p!iw|ICw>VP;4;<^~2oB%Ro4;3$5+a&(!L{kSX29^tFLQDR;OiL2qE`>#2fo1<6^ zCAGErq8^PYaQ5z14g*4njXdyBvB@J~aYmlHD91Q<*Qb_<4XP)@A}3!k#qO_$H~J_5 z9wd^Il7gr z0p7D#dp}ab6LOEuwKL$DyYVHqJ3U0ItM$B1SW0Pas|+;i#JSJ#Y+_06!NC#pZf(r< z{81!C)p&qLV^P}d&X$^Lafd=xNL4x@df8~fA;s~{b#uYc=U5V=G~Oz90`*>awlaI) zwz1Pgtg>flfW!J@!s<8~-v7f$q%7yS694oLat^rr{#H*8E-bP+9t+>k-!Q#u`jGI3 zgZHpp9LYodL4+9+Gc72!Cd-35TRg2O4MJO%l!p6S1D8<6`*@81b7lh*6*FNThq_P1 z3%~8mkE)`Gm{EO5$5eQi5ozMu_`v4qa6-bWY<>+`ZvsNaDl3|r9*vm^q~N{6q}og< z_X;>o!KCN&lEgf7ixTu!cDg+r^Cv#tx3;kB{e}*tWyckKEf20%UXSzSY2%AGcr84d z;fTO_K8rj9UG|Fy%Z?MNdvN>|mWkDPzHG$SPa4+~LOfnMMt=z|5TpMCW(<%5Iwm?$ z2pvH#V8_~J4n0RJ2noxlgrdX}dE3(pQgw~TMnBbzt>LBjgN}fzfx%DI0gqLi*GzqC z2$@2Q=;ZS8*RsWLqQjx$JqY)oexj}~$1Jh;mILQKm8A1>(`GX)Tzrrx0wsat`@`uLvufNkv zi=fVy&WsvLqkPF}h+{|wM4t$rucbon^7Iv{-S{!yG?#W7Usn8bUX*FzLUoR5CW}QYVy(YvduUWFp964gD1GB z+&PGS?S)@Pog625Q5NhpSz-1Cl@(d8%T$O@#kvv2UN>6}TnH(|fSWe3Abm-@o}{(U zqw3aGd_}PAn-Cz-dfWa!u8+(W>aCjYHl!&h-KR0{fPfn>4OUq*pQg}t;vX0IkgbZM z31a-hY#y?X_C>RN+iyB2$&*a281MKl=gHPJe=M4Ww5+drom~v{4P#e6;v#r)aZ_X*{YkV%wefPgn5SCDi~ z!xKG=H*HlM4|i8X?}MV*rl2bBj05LsJy6efTBXwBI^4Z)HlPB`D7K-#fTN?++?x-FoI6|YUVeWd zHl6O*$6rGeY^eaQ^WJXrk~2pOR}~lteJiYi#fwj@Vvg)7QClkli=NJg*kXass)o~i zb3N`hJuxn%Ml`y#x|V{|bCvev2g_FfL~QoB`|=C)-5@X!gDX;<<0pD9q+VLX;|7Vy zD|Aap-~Nf%Y)$Gc<@1z6i@j?`Ub((|x0rslleqyZ*+qv;CDk*ZJwq1ZW9;#E9HzY@ zvY&%5bWy4G_j7&RDu*^kZF&|)#Bpj|w>!5rHH}p2hvLJds<8` zT4w_kBIZ)@4h*(6I!R2#n>IG}ImS8HPcyEQ>usIX_M3+D%oiFJ$Ai((d9{2A@vG>? zFnQT&;~xR-2<2$RgZ;(v@OB9t6we-;A%0p$GsXjeM-K^QH!@!ks<`@Y(E<%ax3a9M zktHIO(UJ8geQVz31J`{$qA8gu?OH3-Jz28QW zQR=!)wK2|ouj6ST1`3v}Yc0XOgofj!b6wbJkuA;NKl}C^mr4ID<$A&$Zg|%pvSI%&G{&-{-j6%0S{g`j?ih$S!;orZ75JZJn4(PIowQlOyZJF zK0}E|V{~MwIyF7A z5Mt2h4fTyC@Lr+G^X=2{;9B=xc>+~`gB}`;Vcx6@`pKA!U(`OmkCAfB5KsQ?{)g>5 z6&XyN*t8O044Y0Yh@7i0?tn(5Ax+mY`_tu&?Yi-iNSNZ#y}wuFtJzfE+p}ept6kyN zkb5t83re#dt;H)N+pl`XQ)B8@<$AFr=C2mOWo^bt{QNTmCd1?e=G4oNyBP=)ajlm= zp^-574*JnEc4E(tjAB^$NcCRi7t;6WxZQa%}vo)@iL0Rb>G1 zekFQOz)rC1{H>sZ(AhzejCl z^THiy#a+}Tx?nEu2MWE|)koi+ja9v&Cp~RKiI4fOJ!hHyydn2?Zdb%*@FjV>J5#nL*aATj9imwP@7g>8Xt z`UJadQ*AfBia2!}Uo_%3qhAsX8YRY+-->XXZw#pk$A+B?p|cFhl~%q$yJe%Bz3)F1Fj`(D3D0?(46|l?O;}onXIhTtY_*fcKA`u*hX&Vj z@D+Hgl8o1ERC^wL@VaSoYHhv%k4lQFR^QfL#NGDbiL1SHBHtT#S@ZW^{10Iu;>FFK zU@;9@-ZL@EQ_N$4{#X)Qj_N(~D025oEf)3z#~sNElH%MER&)jBW6e*u7+Hbs;xE~y zc#PFkIs1m>KjdG=hy4Yqd<`nj-x_hR>gA}S@U zaCoBbEF09_eb~C?XF^;wdfI=ws4)IHs_T>Iy`+U))$GvdRp2rY?Msd<&&;FN?r0~R zmYiG;HGGzQ3n;db`Icamn5mRk>pN~GPoG^#Nb&b!s%|`b_>hdR28F_K{MeA1swH|- zM*z8VFxS_eA`sNwtvP{P(50FOVes*Ar=>5?n*T8PBxi+;tWH0aTfpJPEM~#Y7i6rN z7(rabujf9h_K0*9H~W>(y3~wy*DA#aIHz!l@B`i z6T=;k!hlkqL%SE!^5YHmwoy!GxQ7?#vZdp`CtuHZRs$E4rYfm3qHIiU#D8vPQD6~ex=*c~ zZSusL_0{K8>;Qdx7gtk$-V)dbR`V|=-zb(|pwgpcc)1Qk78=2AV%=Uh15VONV~=dt zKkpx4A{lu>@1HJ9;kjq{?hRQ?LA&Y&9{ObjW`?e_vt9Y^-2<neuYoi%j(U*6ADOr;MAVWGDE>IHDAHLxc4e z!BPmoW4Hal$g}+$rJzVdL_eRI#MeYUdjTygib!r z98T-Dl)gJ}n-dbcH~3J?my421Cp7$Jvlhv;9pq`zLFsJY(|5`Lg{DW|FmV0WcVpo) zzRR_iu)w_9fPZ9GZOurU;3uDe)D!^$>44QpNdqHBw4xj%T2?OVMT%m?K3LlAFx95e zk;#?X5bj2mLamzQu~1qxTp_1_z$1zz39+JRVPDXOSS61&6(82xfrQViC_`eGPxEZ8 zYc%#OR;di%&D#zRKi4Sk54)SZ15cfQ*j^TjSiYSZUitPY739f(a+quX0t!#XNaDO9 z{ldO$p^7$xAYGP~hT^=0sW2$y=H#0JXIsXuh48adQlEEb~Fv`SnhBY*xir67xNw%IiBUaoE7e=3NOkS1r|-^ zyLA1?&1fM!*ok7mP>rThNkSpP3TR12d4TvBi)g5uNYuV`@%bKwn({zZU0gcBq-wVT z<>rkhaqtPi0p{n?fDo|>UVim}9!qn&k|LT*HHo+S1ST>e16u>I-xSm9rLJTZKA|V8 zDsqw+bfJ~#A6wIzk0L23R8esNH9idZDnfA?A+@u4Ee_{ z84`P1yx-%D8iqltFMx2Dm3BuJr##NH;&%bT_^8|c)7iAq@v2R>AzukRcLGeRMfJk* zagSYTrFOLNf+t^kkWDOzZG?%+W{?Pq#y23xe1c=LAm5N`K04>gdyHrl=9%ekREx7> za?%LapfsS{%ks2`&BKBtiJZKfDmdrWMejbLoWDQt^Zv zug)|CWA3()WKvEr(VWPobjg368k!ECs3{1YN^by!;6G#8mV_5lK>*W)h5Ygke-!z_ z1Mw>+X72QN-iPl#1*6=C#cJ_>xXAKDIS(FRdgBWj6d$SJJ&W4c2zpHaKt#J2v#Ynj z=*m#z3)JOULOP3p43H=RDQGSVz8-O6QifbMn62x4l|XxPRSnmhy7p)!ME#x2dM3hI z;@t6lKorAFw2hkAMaR%?f4st>l+`kA7Ngz5km=zPBq!>@LaoU}xH*tXdylX*qtj3G7OZB4soeUEWJv{?2=mOZlh{yZMc`SkRW*6zAF+~}` zB(zjX6fH7RfpRZT>0%-Q()FAVUf#>jPYyO0_`$iRAr?H&57JFY5lAPotdRejmq%rp zqIfi%238e@*ent~{VN43L<+&_4;$kgUI4XyJzHZWd?8qOq7T!a17EhKnT20G4uC%K z;_w?$#F$6Vct-M`u?c7Jhbn#>0p8Z#WG*A~#2dRY@=2{KjzvH-trpLVDmKGCvxk2^ zKFuRKI)3EABI=EVubT?BU`tW_?K2#}VH^ixR7&$wLTQJEGSjOxe)*S|zI+gVKm2F% zsy`0kjU{G11SA#5g(~!-6X8<`S1=I{h=Q^{q-9mo_B_is`#bYurtQUFQ30$#P}u>J zN2!%~>1$g?k*%fj6mr!U-(hYN66Iq}pv`a9_>}iQ; zOT*GL%;-huN?qx>)Vf9rHK}JN-*#c_?oA@nRhCCAqha^botG zHckOOm;5YY&j@~(VST*{;R2TqeBIa^bAayGS6GPX=a=jxSH5o5Cy)J1v{V>*G}lf@ z&Y})9$ch#6icS1)3s`k&3RiyQdit$s5kmo~eCc~?_R=k<8;80izaOhgDeu|s$4JNf zY5IX7lGFT)UExH^ucx5+ zVjZ02O4U-7!QTStVx^%eq*XG5R#}c>qTd&>v<&{8g1jOqjf3~Qb0M&4nB{{~5YnLf zp@sP6N9rb~Z)r~44Q6!TAZnQ~UIyrwoM(}5w2C`{#gm#BdXkV{>716mRoOLVA$`>z}6yxQiBNQ7e0@K5YcV z@>NV|c=XhW&|!>Du+9dX!U{_8Tf$PQfZE@t_vu)T$8|et_}rwI+&scWQ0*4xVnI z)aR-lBF#OWX)>?ukhMZ&AE3|W{@q+L%8UA>L5{j?XJDu0V4<+Qan3@H_PL9riiQ^1Eg6yz%9IIw_qsIWb!!x>xhI2hU1$ z%n}uwsv2^G^ICuBq40>)h@0EW^X}d#$keEog*&X>$q&4_j|S27ueq_Zme7hj)0~8s zz?+?xj9V!%%6r0C-{L{BCuYu@C#S~2Q!}a-vcm6+;8LN}c zlmM|WFDMFYwgl;4R&m&J7Q$rb7 z4muUUF^#kStkFNS@aG^2y-cfYJ{5kPphpzFC(OR}i~#bM*YossspHvcp!e<4&Py}C z&le9{inalpI-^T(67ZkM^D_aL&>oyEJBDkBrLd{qr!Yn2kf?CUjaNiysogj5NlNdW zpjvLv619LUB+A|NKVOgWaF3y(EyE_Jr>P(|U-AF)3b|Pb4?*XT$^6Gq{eLuk(j*VV z?@J%ZAmRVzOt{P=;(wq1#O>Sp`1kRbXV3q-+IWDP`*#m{V2Toi_WKGF9y!I|hu`DX z_zKr6yx%?hePT!hdk^}JEjb}47I|uRGY=R1zi8HaHHQx8}Q3SwP6l_@MP42c~-JwKfZ5rgYi84Ptwy{feb<@kNYZ%5q+ zfZ~*hr={FJ91sQ*SSoeFe)hN+YNMgY+zL*Q1K4wG4IO)6Ii~XmFf}pD40fY2e9PZ; zyuq>;h{LF$8@xrAjhH6cEaCz_3^NvA*}t4Zy|QGdy2yrIR#=wicXu@05@!zT8LF6nmgalC@=cp$jdM>JNLTx8 z6tPH_N`Ke{Q;!|5#7lCRUmfpqT;4k&AT7v+yde)iTPbI;Y~ArcBnkgL&I?k_RGSsT zfBL7&IPo&OW+hX8&keabjvG%Hu}|+5_e|}WJb}5)gFTB58>}j>c78BYB-Z>@kp!8J zH!=z1DctF1oLg?BUM^WbYTIFiEJGjA&`TSC@;AS^$UUmLs!KV~1-Ib*zN-(RHWk~C z@~c~E{?#!8a`Vl+9i6J^t0UVa|LV`i1563=c_qcwUBsmo2!rSb{naVE8A+$DJWB2E zX8F50U08dnzA4qXtjqs0nC+dZqH@zc*-W$Cmh?8FH&t__xk?Izh_pXdMunX_!CKyC zI#PynYF&0%EFH@wvMo>mra<*#I7v-|fP{GDc@A-fs zSs&$gaG(#M^;!N_LsBnMs}CC$CnWTYMtlS%z#p3F#vF>tN-l@6l}tZzQI~xBX-es> z{S3T4htZc9|2oHLgy!wLetadh}#V0UE|@*dLM zT(j)liY9DVTwJ%iEwzK8_gTRzeGjD?%j@uI96k6(0v6{*(Bh}p$TZErUz)=YitE<1 z9pT3wb@QoV067B5Jox&%b*4I1B$_*`_tTn5s?dOqFUAo6&5!4&0TK7;**b%6wnMau ztIV$SK#c=16tG6i)TCMB)E$3SG70oeQ5L$E)&)kb)|@*^1ABCB zOL~>Qy514-WCN9=faOOx!m0^?u!vk&1Idxt#won2YX184Q6hFDElpv&-8?X?YKTGQ z+xw8%V#TVkH2=CsdL7X+`gLru8k$aa#g#B;^6I@r-zk!+><-I4pgt8;83U}-2^~!X zqv@HB#CAi=Gi9xNVzGdUlvN=Cqfp*lpwuffWT1rYn{B5|UHhWNw+|3d^S{p$`&v z69mD0_~}3)2Ers&gR?b3{Oq6;f@1i{Ls&B;L@ANG|0k!Oy&JTRAJ%MIsAT)T27{=( z=Z22PCVa(*-|I6Gl;aDGQfPvxs(7|;WRdbrfalaX-KrRP0~s+#-Q$aN5(K%QR3ial z&#H8R`b*HeG;rm!%AYe$$RWY+1AS^#^iB*Crz^OopguLMoE)PGKK#=+Rxk^9XD|+Q zE{z_ne=*xK55#~Ep538ag54#(gssg_L=wmG#i*}Utwx+s!RH2vJYr$OGYviG2Mf=t za0SG|Sc~?spxB8|p+o02HH>$7rBc+n+|Uh@jL@9m0DlH`AxxAr;Sqwx~*2_!ngadjsv3}ObTHW zu!6&vdTMg2oWND7BGiW5n%@upUA`rb0qXt{Jx{P>t>>nt>!9J6OId-+m` zXUqwC57a^wR{C;i`?6rwI?I2xEUf1x_Kpj=m7P9Cha(&D%YdENZ{!qe=bsG`P%L|l z;tvsMbX?I+Ik=xJZ+c{$$a5=ga3>EF`JEty22_&e$6XaSDvN4pK}V7XwYCemLv6El z?a=E@gJ!NOFhZcm$B7NJOkVuaG0Xp?ap>e_>yC(#CdM>IPluy#39ADH&&tXd(HXUX zR$q7xbvCav%J^rT^y^ZD@Jg)S5R_PKcQ`6>D^1HbD36^*mPFCA8^~_C$xo{_r1XKl z)#+qd)l9RsJ_lh%);Pjhmm9c1%X&)F*12O2p?Owaav1O}J?`SImzvX=4KfqeEBU;J zf!l7pW9^Q`CAN-+g**D?LZErqgpw%7=AxZKx)xe#;_YM0~XBW)X zI=)kou~_6{j$AlD$Pm~_3nHKcYmB%ZS98gXzLs9a3so3P=w>HvmC_>#2N`^w;n$5)%AA|$mboMxolwJ;55pO{=GT~wn!Yx z&ezRW0%svbDy`df1cuzVG3WZ1mv(=*1e=XSM-Y=5StS)8Rd>%u5_K<=hFg*E_wGBk z!nH;uU|)!Oq)p*cA>H>^dY&oNW#Im)V+MwaZ~Tg6eqAQzui1z~{`?Y7O6E1wz9RT* zit->^b#cbvXJ=b|!FGbuDSiYXbjkg$$uexEGXOW)b??$w(`=1VC?Wbks zc}-W=%6&U>CI0J!2!!+Bn!8#k<{80Jf9K@SuXD|sq)r}&Fe>>1#Khr`PX|wadj9S3 zUn`*pdAy@vf=X5cc`kx6AM0x^QR3g0cZE~kt5SGbAFcL?Y4%X*-(DW!OdjJQ1hsl4$1r$6^!;MI;%MYT76@97v`DJCfv(9V7$ zpQuzFmJr1_WBc=<-*Q6dE>iUH`_10J7tnfXY zS)6_Dn~G_kqg>kq*W(_ivxLOma4Kf@1+bwZLVjiWQ6kq{AMjjVuiMSF{QJOPHn>~= zj&VYT^?--L?`3$gHZa)@({Z~zG+kM=hI>N-UQk$4Q`>Y_JT*UWsP18H$`84qJ0HEd z6X94C1x?SNZJc+f#X&u#&Kwsj0{3q|i$*`Em(sln-+evZResnSvKL#6bDbP{;q~)u zd;5Lj=)^l613Q0qqw=};@81W6hO?i|bgSl4!br9!Ovxl69+UmjyrvnAC!2@)xPR6W zxBJ$598BM~sW-)C*J{c&qjJqjySi`xa@Uam#y@<<^xDFGi*>;&waF?+)N65ZW?$@< z%IP5H$RSvg6YzFeVBXA`4KpTeafS}Z6IK&=>3=}+g&Ssmj}I-@78CHCX>sXjGcc%X zsYTwqPJ{4+j$1!Qk|Ogetn!?5?sS;g+}PCMc&_v7vp9?IcwNG*P;cs8iXpp&!_SXs z&ie~@oi73%H@1DjJg}IZ*01Nj=W8cAQ18i)dsvmNw$olq+?DzO+r`%DUDo?Mjq@)n z`&SLkha8J5rspTai#AmEYOgita!dI1;brsJy;QRB`CI?oJ)Y^k%7dmW>Bj3TVX*ET zQ%8=MTVnJ5Xc^b8Q!_~;kS$mnxu1?QF-IP#OrL;(_sBfOull{gi`QQu zr!C<#bevA{?2uZ+>tJ(jk50h(Qf-H-Sm(m!+eYUt8TaR)$UDPIVZg;3{X9?4+b{5e zSXd0}Qxf=MNux_7_`0_i?7nuNm^UbU;NGqsxW9fONH)UGP&+Hm8%1|YW-`Uz+z)VB zH8yx>f28X^pE_@@#0iKzO|_m5w57y%mhnoB7B##-SMgZn=V%_=?;X!v>u4Nk`Pc#5 zRZ2IwztY(oQ-O$v-7M$sP7UAFdgS5E8qMQxUwF;~Dz~+6=CHg>!ZAh6y^1c$C~H!w zf}-%$Zd4r``d=Y72ge8m&Kw4# z&sNSnLa4+%Z{G~pULK|H-R;=AR5l;Bs}$wt-e5ulyFTn2To1L@a6;Bg_d?P=wvu_k zX9Pyoll3Ih@q83+ZItdDu)EMWwu(W{TVL=+-9}3JWX)WOUjFq1KArg6iX6o^A1O`4D%Sf6)=y_|n{ReaFWg{~IH+I9G27UbEdYbBK>2##z^iiF--$JFFc^WeI#^vstf$N2OrR#~U zBJHDa5i_w`=H(7}G2}KdNSom_DF}nOYKA_psG_EZ-~B2^2mjY*LK4R-6WU%k<3IWk z<;;Ew<;|js=eUjQjj;8oglJ`Ym6NY_5-rEAb6(4W9u8~1T`S}^^8(hhPgNCerR}%E zUxcRCpYe>aA=LDwP>f?FJXmha9eb9BeZ7Zb!4{@9Z7)yt-pe{XyJll`QTW|-^G$P2 z9_SVXGj6);*w}S;3Wdkj$`NSQeUqN~Ti*K!Msi_gS+_x_k?hzeL=k$AAm+J`^+ zV@Tcb-P;whRPkITI}dYi8Been=BQ8B&jlG+2W*PDn>DgG--$YDh1Y7 zre+fc%~?x4!wsQT-JWSpQdt(oQRCCh>2@*AqTjfpauJp3*9tm}m2-dn4@v zvwOtST4Z&0TBm9Kb#VDcc-ycH&vSeDmRR69jK4HIA2I~E%Ve+FUD1kU@H{QG8vI{d zxBK!x6Y=uxwm<*a-~PW#b>;m}_HXyS{&u_E?!*1JfBjpxmDinp*ZD~3|AFFdwqN(G zdw6~RRv@@`$;e)Z|HkL@|Ib8y-_9%D52@6$PP={y>zlXku_thD?!li$`}W=Qn`a~G zw_)kLMAMG{4QJ~fF8=nTxN}OFo>B#(Ym7QW`2ElBM&&mTm5u#efH|` zJ1N&=4UXsSc)RM#TZP+iGk;Esdb;!WzMt#EZ_L{MXXQ&*$-=+(w>N!@zZL)Qxc_bA zN$-AI|2{d_TWS4`FIR5AW#-!VRR3)?e@t@qUb!7V7yeJ4zb|k9-{f`n*O#em4f!2x zuyEbEv~#m0b>H9Jt-lGFY@bV)3QM2*7S{KpbYbjqUtz-%&o;D1rfzl8qUEoTe8@h6 z-1zMF&AHohGS%D1<@^kZfb*|xHeOj7yxecDRp~1@CrZIw>db9U4woT2oJxdtb#tod9{D=%G@d2dzY zy?gI2)JMRE><$>buoT{ED!k_Pk%umllA)K=^(9wqlH&dkQy?L>l%I|5mrm8;bjcO( z-dbi}EuHMN{9_4p;F6)iNdvgf*ZSlXZw>KK-pkK;uUxwt?fcf{HUIx^WBE@RiZc?5 zw@=#911hb74bbELP=@{bKbx*Ttgqc0d+qjR$(Bz7zy@f5d1hB=_|>TR`urOlao1o@ zFl1)_8x|a!{g-*~wc<|^i>9^5Bssn8zqRXRm~~;-*Y9PK^((?7OU;6tkR#yRo{fK* z|DNKBCbP0l+XkKHnFd$ literal 0 HcmV?d00001