From 5833c8e52df79b15586aa0ff1bd73e006528bb99 Mon Sep 17 00:00:00 2001
From: "orestis.malaspin" <orestis.malaspinas@hesge.ch>
Date: Wed, 6 Sep 2023 16:39:46 +0200
Subject: [PATCH] Adding all existing chapters

---
 slides/build_slides.sh          |   6 +-
 slides/src/SUMMARY.md           |   2 +
 slides/src/control.md           |  98 ++++++++++++++++++++++++++++++++
 slides/src/figs/ferris.png      | Bin 0 -> 47287 bytes
 slides/src/figs/mem_cp.png      | Bin 0 -> 64423 bytes
 slides/src/figs/mem_mv.png      | Bin 0 -> 51427 bytes
 slides/src/figs/mem_ref_vec.png | Bin 0 -> 7113 bytes
 slides/src/figs/mem_vec.png     | Bin 0 -> 9351 bytes
 slides/src/introduction.md      |   2 +-
 slides/src/ownership.md         |  38 +++++++------
 slides/src/smart_pointers.md    |  25 ++++----
 slides/src/string.md            |  96 +++++++++++++++++++++++++++++++
 slides/src/traits.md            |  22 ++++---
 slides/src/unsafe.md            |  90 +++++++++++++++++++++++++++++
 slides/src/vec.md               |   6 +-
 15 files changed, 340 insertions(+), 45 deletions(-)
 create mode 100644 slides/src/control.md
 create mode 100644 slides/src/figs/ferris.png
 create mode 100644 slides/src/figs/mem_cp.png
 create mode 100644 slides/src/figs/mem_mv.png
 create mode 100644 slides/src/figs/mem_ref_vec.png
 create mode 100644 slides/src/figs/mem_vec.png
 create mode 100644 slides/src/string.md
 create mode 100644 slides/src/unsafe.md

diff --git a/slides/build_slides.sh b/slides/build_slides.sh
index c6e3356..6a708ff 100755
--- a/slides/build_slides.sh
+++ b/slides/build_slides.sh
@@ -6,12 +6,12 @@ SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
 
 # Build the book first, because mdbook will create any empty sections
 echo "Building book"
-RUST_LOG=info mdbook build ${SCRIPT_DIR}
+RUST_LOG=info mdbook build "${SCRIPT_DIR}"
 # Then build the slides
 echo "Building slides"
-RUST_LOG=debug mdslides --template ${SCRIPT_DIR}/template.html --output-dir ${SCRIPT_DIR}/slides --mdbook-path ${SCRIPT_DIR} --index-template ${SCRIPT_DIR}/index-template.html
+RUST_LOG=debug mdslides --template "${SCRIPT_DIR}/template.html" --output-dir "${SCRIPT_DIR}/slides" --mdbook-path "${SCRIPT_DIR}" --index-template "${SCRIPT_DIR}/index-template.html"
 # TODO: move assets copying to mdslides
 cp -r "${SCRIPT_DIR}/book/figs" "${SCRIPT_DIR}/slides"
 # Then run the tests (which is slow)
 echo "Testing book"
-RUST_LOG=info mdbook test ${SCRIPT_DIR}
\ No newline at end of file
+RUST_LOG=info mdbook test "${SCRIPT_DIR}"
\ No newline at end of file
diff --git a/slides/src/SUMMARY.md b/slides/src/SUMMARY.md
index 2303dbe..90da9f7 100644
--- a/slides/src/SUMMARY.md
+++ b/slides/src/SUMMARY.md
@@ -17,7 +17,9 @@
 - [Traits](traits.md).
 - [Tests](tests.md).
 - [Vecteurs](vec.md).
+- [Les Strings](string.md).
 <!-- - [Itérateurs](iterators.md).
 - [Unsafe Rust](collections.md).
 - [Lifetimes](lifetimes.md). -->
+- [Unsafe](unsafe.md).
 
diff --git a/slides/src/control.md b/slides/src/control.md
new file mode 100644
index 0000000..a284a42
--- /dev/null
+++ b/slides/src/control.md
@@ -0,0 +1,98 @@
+# Les structures de contrôle
+
+## Les branchements conditionnels
+
+```rust [3-5|6-8|9-11|]
+fn main() {
+    let x = 15; 
+    if x < 10 {
+        println!("{} est plus petit que 10.", x);
+    } 
+    else if x >= 10 && x < 20 {
+        println!("{x} est plus grand ou égal à 10 et plus petit que 20.");
+    } 
+    else {
+        println!("{x} est plus grand ou égal à 20.");
+    }
+}
+```
+
+## C'est des **expressions**
+
+```rust [2|4-10|4,6,9,10|]
+fn main() {
+    let x = -1;
+    let sign = 
+        if x > 0 {
+            1 // pas de ;
+        } else if x < 0 {
+            -1 // pas de ;
+        } else {
+            0 // pas de ;
+        }; // attention au ;
+}
+```
+
+## La boucle infinie: `loop`
+
+```rust [] ignore
+fn main() {
+    let mut x = 0;
+    loop {
+        println!("En boucle!");
+        x += 1;
+    }
+}
+```
+
+## Sortie avec `break`
+
+```rust [3,10|8|]
+fn main() {
+    let mut i = 0;
+    let j = loop {
+        println!("{}, en boucle!", i);
+        i += 1;
+        if i == 10 {
+            println!("Fin de la boucle!");
+            break i; // i est optionnel
+        }
+    }; // attention au ;
+}
+```  
+
+## La boucle `while`
+
+```rust [3,6|]
+fn main() {
+    let mut i = 0;
+    while i != 10 {
+        println!("{}-ème boucle!", i);
+        i += 1;
+    }
+    println!("Fin de la boucle!");
+}
+```  
+
+## La boucle `for` et `continue`
+
+```rust [2,7|3-5|]
+fn main() {
+    for i in 0..10 {
+        if i % 2 == 0 {
+           continue;
+        }
+        println!("{}-ème boucle!", i);
+    }
+    println!("Fin de la boucle!");
+}
+```  
+
+## La boucle `for` ++
+
+```rust ignore
+for i in collection {
+    // instructions
+}
+```
+
diff --git a/slides/src/figs/ferris.png b/slides/src/figs/ferris.png
new file mode 100644
index 0000000000000000000000000000000000000000..43670489a4eec797ed4f239223da47c550156679
GIT binary patch
literal 47287
zcmeAS@N?(olHy`uVBq!ia0y~yV2WU1V4T3g#=yW(WGXj<fq_9G*(1o8fuTx`fuW&=
zf#DYe14F|L28L1t28LG&3=CE?7#PG0=IjczVPIfjOY(MiVfYV%3-&Ib%)r3FS>O>_
z%)r2R7=#&*=dVa%U|?V`@$_|Nf6mFmD{ZC3`t>*iLj!}Si(^Q|tv7Sa=cu^eJ+}X<
zt?}&Q9dn9V`ZOd3IfYyVSzH|)1w~mxM10mqinux&CO8DL1TvoV=wrWg@adfQX3uRF
z?!ITA^(?PE@9-PH?>^`AYVGIm+<SBG%c@;gS1yO{|21_&ke7*6uiN5_876&+OQIXV
zEUB{@&eA#%QK|NeY~CPgsorCWTMk~z04pz)$lU;DT+EPh8*EA|#50>^J-2i9x-FJ8
z+gHMUA;V<WK94ukd?TvoyPD-YL^-<nvAX?SIOB1@^AlgM?G7M?LSPT2Pk30SB>hfp
z(>J|0+j0|bvj2N={+LE=OZ`RDAJ1ZV_RT3deKo^m7NcO0*UUUYsa`kb!*5&e{}Fq*
zb$^?OfJ?nR)1RF`_<t%j9?oZs&)b!nZ6f8n|AmB3uiIlrm5E>XtMB<1&OBQ?U_XDk
zVBFW@L(=a(w`YK?7XVrBdu!wCaG|(bb{8k+*{da(ILd`1Ypu&J?<(=Wo?$Yp?xJCY
z)Y*)KT#4Ir4y>z|z8T5d)~PY0FR)U??V*o=T<yHB65+VN-YK`w?R(}`^x=2hjkB{k
z*Z&laJbs@qP2q0!Mf*#K@^1IVZWp?_PkKr33F-d8jXaA}<Rs*-uDzHs2^5iOA_?Ye
zmG?a3TNB%_v^!f-$T#=F=|dVb+VbBW|ERl5YGUxjyp`;NH@`|;+xCBj`A5Np&8{6@
z8@Byn&i-|C#^rNf-}7Wz?(Uj;V%Pn|+~53V$KyJ_tgxR^=km_tjO6nN@m0ERC;yaq
zU(GPlThM&RbQaI?Ti<OKhUXtxS0DaYsjkD9sjV^p8Y@fRZ%d{8q+P1=6Rt(Nept!9
zaaEjbRmO(<ybYFLO*Y;8U+z*?xvM<g{@T6g9DBcozS*_?*S8}_@8<Rvx(iu6EIY$_
zd|C7+x5b4L{e6-dCbL{NNZ(WZ@@ea-7|vhjnoJYSCa&cdsQRmx;-9=L)qSFi*}dk_
z&u)*Nt(t$_G5bBYi`ie@yVjSz&wp;2w_j@av$f1sssC@iowc1~?;qDU&wO7_TMJG2
zYR(fM@*UEyZ@Ig}%&=KWann<~L;1DRhh$$)>yQ1<_weg}_S;q-&l~iARpz&b-dnTm
z>&ttpZ+3~c#O;&YUFn^4+(l!uXx;a+4Nfnot-qKd<07rotLD6Mb=;v_e^dU~%bb{V
zL+oMce&sLc{10#~^RHPl`@^burRXx5HRU@vHq15`jQsq1%Pf)Ism2SZ=O0)XZ~Eq;
zU-s?#4X^Ke&Mxb9du($nA=6}L$CeFcc3p2WyZ5OVP8Q-6tov?uDEmFr%z35%ly=WM
zaO>auiAQ5)L&RT+-mH<ocJKM6P4=5McU{nqKXmJRP>IL3`d((q_?wa5DbF8gUR-xE
z<BlW9namSqt2chzYp_Y5Tj7f5kG1awZvHTLyOukp<=eR|rPXzPJlps`G}hhYH_hQV
z@lNf~>bi-aB#b3<)V|!(jkx{)cKCmT>Zfb&o>$l{9keQT@x>kOW)V`pY)PT}yY6nQ
zeeg8p(f#k&voGECdC@z2<2L&_L2oDaeoqM9Z?|HbAg?5sX|?{QpYob_X6hZvubqEl
zS@q<5Q*xr(W49}n-ZGWyU7gXq^kRxs7)SQ^U;#e0^Z=F<eOgZI>oilHv&;T^9m=j}
zpEmW+v0utEN}GONzj0PNc!ROxq4$60e0UY#XnQ2!b-*(53AVWryXUjbwRB%BDGD}E
zqU<-{n^n{2-kia(J5_pNcwWK&?<$vkE3V3(xF&nJf3H``jev%`Tjrg3wfg|y?(O=Q
z)Hc2IZwbG{^>E%nQ{Ka0qN?Y)mWA$K9=-VD5}w=*CbM`B-}|mqc6{E$nNtq(a3x${
z+x0BDX#I2bO|L!I<o@^b2{t<1CZsg`U*Fd6tlz(-zTVHd_v6`plX)h&Hr(CAy80LI
z^^$CpSyvYFPIH^=>9T7>neEbPhYBw(;MnkOuhWaE(i3H?Wv1)y&g$4x{rg~>%FHi3
z%!&?W<^pxkpP!hgcKrL%TYv4H*4MD!jGTT)$3yaaJ!i|J<K-(9-Fw|0SAxoWBaYpv
z-KT2g4tq8$9k}(=VqtiGQH@!2%3)jOc)oOnwii=3f3xvU`TV!<U3=_rwT08y$ydxM
zUb1X^xn%WX+bL4LYKuWN$Vr87$6r`Xwb%N$x8=mM-<<mY#f+}lO<F7068m58;nu$?
zIr44G1izkgb#e*&&$YX9v+?hXdpa+4n<rdfFB@??U{;$`!`*Gn)%UggGOlHqyaZKH
zYHeF4+%3IvR(j*?Yl_z29CsMsUB!2Td+W-Z&EFJsw+pkm-fFpiZ!Ob~wez01xL1WF
zRG;4V#H5#nvFx#xQg+?sFB4|Jx#9g{sr1HgmUp<XFQ4#2TjtQMpCMJoZ;x|Mw)H(R
zE%(OR*%RiPRz=G9sxj8Q6kBkyf^l~y^Te<92X1}l*|eK)i3<ytz|!syzP7T(&vtg~
z@yxus;*-kSo_&&Un)yW1S~>RrE_Nx?{O7!n;n;~h(QE6}H*T}pQQtQIwWV+J(<A@%
z6*oPMJ0qE%>{t2zgxSr@9xtY@PkdXElk#lU_GLGIFMPH3mFSymvJy)_$FAFOaN}$<
zftx?d*TnvJ-u9j?Q+boO;W7E%{CBJ~Ci}D0*F~9TnZ&tD>ztKvPs*)txgdT2KwiY<
z@A`AMUf3d<eSGnZ+3$|lKQT90zE9qz%BoIz<%ut{#>^XY-sjhePYmtJfB2N=dhCgH
zQlc4hIo@^>H5P13zu#v)v99XS`#&;^izJm+S5&07TXXFHD62I4U9sQgfR2o1|Ms3=
zem)^mQ7KwZWzQe>8@;c8rJZ@d;$U7x|JJARGmOt2sDI)sG4=GN#led|8dP-z7%$tn
z?Qi=7?&})GqQ+u-<Jq$A?q7AC<KKI(L+|hP@mLGbHjzp3SHAWx-R&Cl6qg5E--Mk$
z;Ihru<V}*Y^gpA5gx%4aQoo!Vw!W5JbC#dyeRWvJhpzd8aet#l?Vnu>NZUU(J@I{w
z)S+0toSK4^aNUL1_c^|(zn);e=5~Dh@A!@9S#NjbR5Uygo}T!&*6^v7snq(#ywlRo
zB$=;M{POGiMA^{h?;GC4PuSjeA=_NI>LK@uYq^|LAI`Y;t9-)V>Kj3+0W2r_vYhnm
zIkV4iK78S~-b2%iJ#X`lNAbGl+<vI=Fm(T+yqmKgd`~LOuy5_)-Wc$AX-3C<*2ujw
zyDKMmPc1emI~&b1e^1kgXnR+-=-=0`OEZ@JjdIez+mds4UeH>p-s>0Hyp7E^D!W|!
zC$~GZxoZA_q(cl5j!M$+7Cv9upZxZx{JUMv5<=P6FQ1qf#~ZgNZM&#RzWSF-yf?Py
z^ZtG4!T+%Qy^C3XvAKfHzrP7?ehsnvXPtO;gz290?Dy(_er><fbfxoMGqa}DH{~e{
zx0k8sWlcWBB^3Ezys5ulCi}Or!rLSJwGXU|^Go@=cgeG=3mHbtxf@K9L5+s&>%z);
z{BK^FbJ*2NJ`642Wp_EC?3&xzIg_Q|KL4AL=Fkwkebxi+_#=5zHn(?geXY4>E&s0d
znLF5wr9R}nt<Eg?Ydv4(%ct;(vAlotlvRxt7~ibe$hXyM!$!wdOE=HDpuJt7>f7fV
zzO&uax^g>m>UnOytw{>+RSUl8_->YA=iMD*yN!3&1Z`T}bwS%a(R`h1!IQHcO_}R5
zwq{LV9pmSmS!(=2YHRN9SEf$-cRd~)nXka)dLp6w)HJyqw{IrOyI*(a{Az!d+kIB5
zB>1wy*VE^sob>OvSbqK6vFBsQp_LM?mj!oD70__FwqEJWquvwO?$)L&@A9qxs&Zgm
zY-dhH_l$};+DC6)%@?TpIy++b|K*qJzbsyO{`bMMg{9(~HcL$mp4P;5Ib%=1Sp>+n
zyWT#Sw_MO?x%wsFl(X+A_)342|15jvq`IYcNYoAM`ArGwNof~yjTJ)p{rw;R`un?I
z)+tJH>yAyLRu-zxtK51Y1)K0R#QrrayLvl;<HK{MKRY|#7`Yq_N%@`k=2-7J-dwd6
znG5!xe&@Dk?)e0Z+zo5wl%)Upz36?fJbOF;8pDgp>J0_zn{w5s=$D19cALB~qj{-h
zwMS>pZALM6{z?58cp|Ff57qq&VsgLNlYdbC!1UKWSHA6Crx#UoVV`=6L2k<HbNluS
zG5@hooh9_A+Gl=8oyDC_o>C?2*9!}ilYRx?)K*vA^jfl}z4qY7d5Sj!U4N{dFA!O4
zZgl10jgONi>b<!ZJL6oA-{O-MB|Ov8-Uz-tl6Uvz8bJYt+usCgUb;Ey*Gt~qczxp8
zRV|ZmyRW;tcE_?GC1P<GOoCk2&oA`!+H1fZWVXh3LV}s+o7(k4HGhO#!v7?tJj>dU
zEdKI%MYc&Ys27sVCn<f(<Hg~>d*s(V<SiA9D-}Pu+-_l!gKD$rp<7=?S{`3wsW`hJ
z!}nb#Q;NUzwZ7#JYKl6SoKwEOe_8qGam4O<p{zVtxTm|=p4=9jbt7W&MQ|{kcvrPm
z=G?#d2Qi1GWve!o+53Mu>D{^J_v4Q1pI>i&k#BXzVU3LWt4xz@DWB^crjfhnyOv$;
z@rn8^=cHdZ^Fi@-<=N%m*7HwVug+NZ+Al?F(&8+WI2UQ1vooBxy=@6FIdJ!AqWaBU
z%@??@3sybNK5_0<V*a6fzm>{<%RMjlw4Ax#Gux|k=H}Vv$)Wo4-@dQet1n#hCg_m%
z`;g}~LeGQ#bbR>tebe>#)~gh6ys2T$Fp=y4rMdRIyM!e@mCCOgRB5MdX#QZmU**S@
zr#DOwXDBGgMp(~pI&s0%uzl&t(}xqIg8$EAXo}66VbG|ulA&cc$Nt~aP5rT5TdjBX
z_}V|y61*%@eLs4##EN-NZ*SyQ$E?xmRV%)*nZq=h&$Kz<TkW2L?6esSOM16{&TLw1
z{Xzb-Z%wg2i?P9r>u;v5jkua$q24~__E(czCP!ZvIZWRBn>EE<bWy>p2eY&8dRF}8
z?_9H6T=Jch%8c8u6#kpusS;8+9BXwUc5&w--f3w$f-kQ!e7RoyK#b|lGu@VXzh%k}
zOZ{oD=bRXQ@w;&u%gwtDcehMDvCCfBI{WVRtJU{qO_=+#rB=o0XB7p7mz=QN^Jw~y
zXYm~x^EyxHF<!LRZ0h>Uz5i40o4xwS_f5O?*+$51+q<HT3?Lt|c^faA@X+tgHd(!#
z87)$AH!r*Wczb(;w7G!AJ8Oxj?F!c4lHOKJW}p9j<7&Rr?Q+HDT$Q^*RU6aYvtJ!<
znCtyFvx}v3%?{b@xAO&$ZZ<e3-)Q(U;tZ#|W0>K!w%;83`$cc=J3rS{L3pM5%Bl++
zoSeU1$}(9j3o22$ZeDJA<5OTZO`3N-!;;pmZ}+oAZ%_8I6WskO^vyC~Em`OH2{S@6
zy~Nh8<UefW%UqN1;JdB$O_ocUY0~>@;jsUV6YT{jMt9!bz~&Tt*f`wp`ecUPx#C8b
zS}(A98y^EzBg-bNwf?O)ak8GV!hyVq_SpS-|9}5ozp!bQ`%XvCi0R@!!S(wKjMilu
z7&2{WIx$W5#57rUbuZt`A6DhuW?sm5LaVIou#|7x!gRr`V<MY!)i1pj;r-3s{ky(?
z^WjIv3#(PXGW^}+zg<l{$VA1eJMVyGN!*Ow8}WOWdJ8-Fb8p&v>Zp_HtTPUvbbl!C
zF5@)QPrNT`eCJ(%Qt_%WFv>qK^O7;AsZ^_+(v==rCELIH6CWRaXs~uA|GHzQmc8Qr
zv3vB)O<i|wyj}Lnb-rn`94OS-B;Os$>pZ96^YqHsd#OE7+syg=kD97B`AJWd5Yq~6
z-s1SeQRwUqP&;UbBU|)@xqQdkc(xaMe=%Np?a7376TcZ9t-tQ++x#wn)~igNj7hrI
zp_48<?CXAHB9*_GciJ)ALvv4EaoHu1#;3Gf;?K+74^M52708l*<Xo}d-GTqCYMWiz
zy$dRfu1D<<zLc>cWrOIhR}&xlxh!BP(!S!~tLB=~ytGh8GUwo}Uj`G`@+X?FX)R#?
zQDk^Z?9uE}zGr9n6+WpijSHV$wJI#1?RSFKkp;fNi<V?^7%w*E4PAG7R!TVYrqyy2
z&GlTZ@2`F{?QO(td8JKH15+-iP5p9ZdT-!9f#P>RXMDErIic&nQ}65zP(yg}4c=^y
z{r_Z@ZvVS&UZ|E}nt%M(PmyD<?mwJeZ@AC$xpG(9GQa58ejM$0=UT6RJX0uH=i8ee
zMPH*UE7OF+bo?3>9K7Bf>y40>J8<g*L)l@s4R7t_H_rN=@V0`l_;vCR|GlD%bLz6T
zWFFJGm5?cOcwMyThncH4uD%~+{-8oxnZddzc5_p}U2B(X{{-*v={9&?%d$9S-fqT?
zVFEXIC8yj!yW!rlDaVaf7i1ndpY6LiICzJ)X|~WU!8g0EM!bHnzUkxr6VKMNe^dSE
z)N!wV&DsB~+Aa^?>=tC5eE0ea$<3euWx09R<Hgkcgz&wk8#Y?4@MhhR`{viz7O8!$
z5#PmYiq9Q4|G!v5w7ucspUjm-pWjGCE_?0r&yL3^t0PZmM&rd*nsMP;rjgrr@7%CP
zq3kP{Quh0!xBkSZ+>ZPD`(IC}4bz&p{(^O%%b1q`5#ZThZDpD)mAk>DFCn*DBK!J(
zKAo>Z{`LF2?{TDlHanF6Z_0^d^(!RS{uE!$nsZj?ISX6##@pZI=KQ>+XmrZt=xeFh
zX$pb9&Qo8z`mVfm^}O?xyPLR`?mjqOxNc5?c-YmVHCMkU<W@7?3|wA!fBs6THS<&=
zvj4T&{#TZm+~?=Wnt4p=Rzl_^w>GPeoPXji&dS~SU6O0J?QOZgv-`v|cEj{Jt@#g+
z8>q{%|GTrq^w!&I#Vck)kzUeP>pZhB&1zfhxy>!u)FNR+$_C!*@7^w9_nY^AwoC~R
zPP)bRYcIpixaO^23v)M^tXs%CO)WF!x7?duq0Z%JzyB0szNe7tZadNRdqQq4OYy6f
zKg8mi48QK}ShHwicFx^Kp7N#(g}zafuTA0d-LzM#DoSB_&Xe0O@{Zj5XEO0>{n2}$
zxr`)yHyh2VKCAFM?fRM!?%>xou~Om}*t{p3Y|3S4`TbH>>g8GMYm2Ym^+~zh9AQ20
z$c!SUeXP?H&RH-|H2$M`ZBwqgl8n`hV{0DI+Olj(Nv1Ee@T&uPx0@r4vVZKp9N4_|
zEvKo-j`zMCrRrkwrgN&8QqpZNaVcG3^9B!efWmBInaZzYJKu6GG*fq$jfkFq;NDl8
zV@DQ$)ZHUed@ZtL4`=7g*O@`KIe%GiTSp02te^OK*RqADzAjo8^72%HuhEspz0XC@
zbh@kBoY9XiPt2|AIB{!#^7VC19vl8kp7gsqd5hz+S1Ol#Ot&1oq|*P;-{R<@g2%I5
z-s`(nZ7ARCk#YaE#A?2y+dl}Mv6Oca@q4}BK)Yq@Z%ZZZ_eXAheRJZ`VWT}0FVEVt
zY)j@QWtX`9qPxpX_Z_zHw*30zU-}!*&YW95DTnuOxb~lUcb#oS*nK(e?XOOLc==Vx
z6cSx6Gg}4Ng5+M57U{0@WC-Kf{mR$LRNElzzhLn_))}AmI@I_?v|c9s%~E>*k1hK#
z^NDxM4$i%sk@sYa+FH%tSt<V3*M8L}y{}>{e%ShBS}oh+qRwB7a}&+;4n+OtS9&cU
zV7Vs8(k6Loj;v%|>E%lqF%Hr?zMp0=x~!@8Sf;Vgli|{#b<u0jT-mk%(d=@?V^f4T
ze&6Gfa<~>$ZAi_k;7wjJ@$;T#6|qslNweCtt~<|4akrglUf;U)t7c7mOq=0LjWxRc
z$+=Y?sw%P?mMczwRcX8Ud)-AIamA%_4cAoK_kK@p`fta7^X{9Pp5R5jF<*+60vdQq
zSM1>0F6YyJ`NOiVhf?ZmJ+r;q)i@>ClqM`sW8qWRyOil`Hlz5QLcu}i4xPOmTaHzh
z@J~~#JhSGZE$gm}-9ob~C8Qpj<mrEVli?e6IpeYlL#A@|Ep|V?Szf-&_!qWwnCgKt
zL**F;cGn57*<7<P%?fJ1-fq<H#WZW(LLUZ@ig#cYNwyKmTPJ>Agz#ebte~aYTQVm#
zyu9rAPU<>1u^-}TFqnM1Bd=oa^(k7hpd7Pu7LUF1>HCW=^7NWT%z9$T{I`5_|JT{u
zuPrgn^u2f0B}Z)GyMvc@G=n4s)g&7K<##22eYVy#bsfT{>{%*S7grn$1*bd%fwTiR
ze=pCgaPNmD-%GPDt@iw$kQw6wiZc#p)?MmNc@<mL)_P`t>Qa+!URo%ayTRn7vX5xH
zX~4BF6~|7Ujn2L_>)5Pi6|r$wM5_1KcLaP-$OMh;`F`SH?#bYvHrw1s-%KOw@`;j6
z-_A^M`^syo9=i$W<$kxvVxUsWU4kP%;mQ5)Rm#s@VMX3j(@fvaBv7f%53*3W`(T&3
zYVzM_YfUqKqb8S|dTu#*X-Ah?#H=NPhb$&6Q?v`-bh`rN+f3iQm!B4a{i7Bz^Ny+1
z^b6_J)hgSJyA1^Q+&EDg7`#Vst)?N&9@A+ioF)9zAR*#!!hdbTi?-{PzAG<*9I)7T
zaz|Rx^^6!NP-uL4ckq&V{#sB0xo44PT=;vV)__bY6Q~7`J}2yK6wkjG75pr#>-tlW
zM^>Av#^vp=H~%8A5Mus$kE9K4)y+O%j885w?bY?odwprvp0%DF7b-WH=q=)%c1*D4
z=J}-aaW6zaB)#th$Lq@LSE8q@%u<LnZ<P9eA$|HWNul0@MNInl_H12t=Bmj0)7`V$
zw8FE!_T2efFK%@r_OaHjgj9n~o5gmgscx#&_K*&=5M7*P_@v*Ng)3NFZDM3g^E;kh
z4`n--Ej)E~mXLn=8mTiIS9wZko@-W}XuI~rwY@j4uAb04Tk#5~<x+{q(-VB`q$bAC
zbh4G&evwUEn6p$Mvfh4Td0l@_L_bgIiu=Ed1a>}^Nd0VhOt#DLoxqVDOFNo8JJu+b
zIu~*q@BYtFe)mHbsJwq->ML~M;h);SB1H!R_IAf^722Jpx+&3k({4_ugBfO(3flb1
zcY<o%YuWBk>Tj^W?ixEQWFc=@o1%3#=l&nMN~_;D7Wm(n4%@+fbCdMyO7m;imMczZ
zJ)!41<y@cCx)m?AX0@HrD>M72a7R@1#{3r{Aw2hXR%ZJ~U5>a24kR|M>s-pwW!6zI
z8roK^<~-#1b>j@Zi?9D5^m{XRz3{5I*1h?x|AP0op3wCUOwGLG<e?c{dMbO83)^iD
z`@gPAtN-x?sZA4d{PyeRXXQ=Zf=4eK9+NFPP%!n3Q_A!P{c4s)Ics?Ng{r=3pLiB~
zZds<p%Qs5q7iYOGJKa5N&m!+^uYNVoMHO6)o9o(k{y5z8<k{8r3s>DQS<t>}`%JGA
zd0yuGh4CsM{>e9-KPzX}dpo0fs-sKTziAhOuQ!Q$z2W|ATClf%7Ms#;j*0e+fjdQ#
z4;l4*Y)_nW*7?a4-n+iJt(|Lr2|pCy*Z5|I^gUk}^F2|MuPrfM8a<gM(1P**OZ!9R
zCypO5VE?<pDCGBs)%RV)_IJmA<tzKkmJ+_$DCENS^sFVbio7{$zSy0yT)upVlZoFV
z-mo@>-BKKO1#;isUB5D;cD}vZ=7(|iyaJJ}6U^ln7a1P=@nS>LQ6-l+Ru(S48r>Ui
zDL>z~+~2`lb&GG`!itA$yuO2rhAnFEvnMGOd4HT+Wc+XOddB*5jrP1(omo#xu4<Gs
z%l#l*EZX?FZt3KOX$H3vQaQe@6X&oiu-mlz=-!-{7p@m@DokiUvG#yQ`~sfqKMo79
z3U}`L%&wIEk8R?F-BrIXPxl1pNUyNz;-;0Z(}QQJ2%I=r{>AhM-%g3$iNfFZiQWi(
z@4|c4plZdO3n~X^Y?!jf-?sOJ{Paz)u2^)NMMyfO9L?vj{a866tVmiaQ|#T1?|&>g
z>bDtH`Q1%)|J-}qH#Y9d6H!q4Yci?GS9oG<6VKM~rXhwwrEfh2SRbF*^~$p6RIBDH
zhTh9BB3mSz-efY~milq><k^`vd*|O!x_hFa{1M}~nR6B$1Qqh$;IdMU;j~kk3C|tx
zsZ7aR_s3W-`jnDsB$m6uh(&Pr!|8d>6FAMiz{Sk5Wy>mJl`lSVJ8`%`{*8*l8M}`O
zv(7k6ui<eN@n^4>Yl*E`^zl(|Q1+!+cdo#ToOc=)=Uww=o@<@@Fr#^@qQp~fK}*#W
z0n0xhF7Etumvhew&A92}pnk%&DHS`DzuH`%W#m1XC2*&}#MmiKbFb}aHH(<(^v|N_
zl4XQ$wefCHO%?L;(yT3@O5l}$xP7YB<LNI{i;ZN&#g|{U=scn25~62oU?*R_v-QpM
zzYh8rKuR;WKuW=8P+?pV`;nz+>cLAXCcD_RlLaImPis2QUsjPa`@^HjbFNL<IqOkr
zW#Hw2r&+$8)2+kKe-6o>q&0cB#PZ9=DOR@<QU#9fSlaPMDJ9+czT4Ss^Ch6F#w28C
zRPdvxeaGDVvM<fLwA8anV|MQe`T0#wrg@8a!`KwNmML;AUuC1a_ag6la7mgR8@y+o
z&sCL!65ClO#?DY`l-hp5Fha8Bgx;YQF^}H#9_%)hkD7eV<d*5t*Pj+GJ6Hm8Qlan6
zMJJyhp0R<YC2yXw?A_+6o--Ja>{#l2J4xRzHp^G}G9uU`Y|n39#<*Q`6L)FDZw*K3
zH9UtU_KQpm?Rb+Z{iiuDCt%C6Bd2AxdAq>Qsr{$VrKaeWzQm#9SnigCrwn>F?VJ$J
zc{lf+&P#@w<-y<p*EHR=W!VuE-q3Y2KfWjZQF8Gs>~hJz<08F=$N9;W#1OqBSvRa~
znx7s8w*q#q1lI=FAt{YX(APjJx;kv~#TOd8e3U0F|CHEh-dw&H8vV<>v%P$R)mSY1
zw`Tiid&Nv<+4L!-VRu@{g6a)M0?BuRww|h5a(lM_p13Ph!0iuEE937=FNeue3nL~d
z6@u#nX2Gf5R}Y=fy?gR#V&%tWASH`qkt^847gZ0gn8E#Xs^%?0aIx0d(ZtztDe}a%
zRn5H9#HB^nY8FGn8`^%pG|R|q@{A2E6JsYd$zEH+B-=c-v15&ssn3h0Hzf3r7#_)%
z@|k{Z$_zEx>mb`!UVQS|{qg!cv*gx!n(kuP78YbX_G9UT&yBK$Ww+%jCtU`mMbB)h
zpz9eIRTgWPzF=9rm@9XK(G+HGdvm_O2Ob}lUV3eb>CTm)(6}7%v??%oRmswb$r|&T
zG-l3flD)hHq*^4<h&j-J^XA1FH^hSs_e{=kUS!I<-e&Dd>Er&Oymu+3*|2V-pMljW
zP>Sk0q36~U{pPF$o4KU#tUVQPz&WSLFMQD~9?=JVk_C}-)TU-MPhI(AQ;5v9g8l{K
z`Ccdq58O_AbkOfh)!TY~#}rYJqXleTW*n4wJWYv-^+dw&8U67mB78sY+Or~aMbTDJ
zvReK8r^fXwzd!kw@Fl!I-?^u#=hRQl8=1aZ7umF%4YkA^@+`k>S-vhHmu(KTJ-NhG
zb&Y17ai_%cI(y?OYSKNYes=8HBoZ<K?6{LprY48z9LTz}(0Erir~)^!GClg*Yhz}U
zpww~}Q%943THfjsvbirL*6_Hod<vBbtFJKR1GRd=B~kOsOS6P7n@rlVj4|%x{bHYB
zqf*fmhi0sJyxvWD7rXXh!(;la^<pkf?EeGpKURe!<^8~Qnm2c-nVVR;`AiPcF7Ei)
z9UQPi?dl7;H9l^)Zk)9~ur20Bnf-hBlfvuOO?tQ91C>fiDSLhAz053HIWJ`ecjV@C
zu8Ffs7FKUClF0sB-?694I%47xxsQAPs4NFH9)n+jMiUn-U%5Y4mS_9pSu%%xeVI7Q
zgz8>dcYL}jak<a$qF-iE<Ak7PuS~95bnH#HTv#917Q20AzWoyMzGnr}B5O}tgG;Q*
z;U&FEzRIS)d09mw>oYeUoKefv*#B2D(9HO3l8N6!-f6-&#5fq0OqJJd%9RJ1vi0fB
zD|&m@Nyn}A%s!RjtK6Ag6g@dPWtSS~GePmk`ycqZ<Yn%fnl0nNFW4t=^J>T5*P(A}
zwI|4yo=W(+N$_9Jhn3SmJYB(163?gf%lgkv_J8kByZtCWFrBr{U(zJ8DY3~wpl#(n
zZs)(}3>1Zw{(Q=fh@M}3ET*#Xhg0^YSzDI1m@d_czieP)*(Pp!^mUQfWQNys>y=KW
zJ*@w)oAApqD&e*Q|DGjpe(yVff2}}-Vu}h&ScGp~mrH$m>$m^&J=TA3II;e~j1rDT
zHOsQPP5Ks8Z)oe@vT>V@^OL2~8^7taC#3%upTNL#@wx)1aH5Ov6oZ2=QdiVO79P`<
zuCc83oo&zVG&dsqf9sn(*&lwhUiue-`Zb-i9+g^NxP0aQI<=*mp0RxkO?lTSZs#bz
zXvtB}XC!ndzk|=nZSVc#b><Bptxin&`p>#Szd>V8L*<F~k8^)my1e{SBHtU>Xclq!
zNK~!;!sB@k+d{t1k4e=KTA6Ek<ozC_@0YpFm-t)&w*&Vq$`;AKw9GTxD`N8817(ve
z8-HoruR1-W*r>7pPUnmb8hgK*a9v=_mbmddOlZ%0r<A{D&wcv9T_DZHrZ0D>t<4O{
z+;q_9iOe7Q-;?9^seA6ZB>t#&jlo3o`tBT$12MfO?%lI{7VR;NntbiaHnq9yHIIT5
z%jJY!Zj;rR*OdAv>@8h?+S=&XMK*26H^+1%X3u}~|HxHvmG9NNPGq*4$0duUtLGW{
zPOiK0W!f?imh7ML6V`_6z5DXQ-Cx{8p!)pm6Wd<>JuSVX?MU_JG}QW>`HyX`r=IZ7
z-NG5ZQNdOwoEx&u6W_-*?o3JIYU%YW;SXy%(RNmVPkm!!-M#cvmzRp0zEr;#xK?wq
z_<P?(+f3i6%Z|I|ToQTXaxJeQ^2ZCe?+L0+TPE7({{1uWOs&(!SzDHgWMBF@D`*XJ
zE5h&fCdY3jOES{k)o&%JHW?h4e|!IH`PJt6kmB8IV<r=O&t!3FOZ_absd{TOzhoLY
zJP}#yaNvcj^coh!Q_q{uvzHy2$y@c&sT<LETGt0kv}$Wt?%(gNu$&|L(It@%*}WOf
zQx%T&2n(oQp2!=`o?qxzczCsG>b7MQpMc|4YBD6a1D>ia_G~gNl}x(zQ1jNti=BK$
z{sN0@%$_xEzACNHVpe5%BPiQzCrSi?>RM3cueQC!^T6}NHgA~rz9^ZL(L7b-(2?z5
zlsootmHWT>@%`mK%}ihA%Ttpsvv^7^FS#1LEK}+<@A_*dX(p0Wiw(u+zFah8BPcx{
zm{B2dY))`{z2FP=dl%PdcC?x6E<3px+++py{7yy`^~HU-$++d96yHCYn)Vo$o0Y#h
z!?T&TWP)<5Afz4A%jzrS^3dXp^Lh4(S5D26+Hz3J>{!oa19kbOVb=1i%})ic^E__4
zG$MG9o_-dzcKo~HWv;K#hJ!P{$Mtx&?}&JD!%=!oqEeB!0sqc`r8yFsar-ZTJF#89
z!Y_6#o04$}+)Ao+4ldJswu$?|{I`n^Y-~1*P(CoHUhLQo)>Y!G&1c>@Q5kqyfOkDK
zS~7hyx~@NMQ(GBiEV0?Yq|*HupB4W#4gu9*L-D!&v0In@@4lF;a__YC;{|GS*Mqvv
zZY#hI6i|0H#=LYU+p|P@w<pt=XFPYe-^HHYGQ-=hMPuHiKb-b+mM;ylHMLxkX|dPG
z`IxEdFP7=2mY;rjZR)iprj{!+JL2N}Gd}&W^~z?-5qP@UP`v&Ct6;Kt?gqCG!#u@j
ze;hxxs8l62?-rlIJ<G<><aukA)a%1yusT-i=&UoU>55uuJ9TPu7V=*6F#J2CJ*MS^
zre%d&BHO(wHi@&07R=kCwsvJacnpdS)W)0nA>p~h&P5AkK5yV}zA){8XGyMFqvcnP
zo|)<v^$#s?EKtds^JxF$Wor7@F0Z%-E^5H~k{3QKb-o<2``ey%no-jXpR4q&JRPG`
zlCy|6%qZpQW9u(U94ZD&O?j7P-Z*xWTl{~)E3a%XpUL0?$1_{%MV!Eiu$7WbJN39^
zW@j`{RXH~2d!mok7l%`9>t`-IX!5cx9F#|vmDtN<fJRq*u6vl?Oz^Q|NxrA4_x{8U
z7wI)Bf~-?#wAZlkJYFDtTX<RKn!C`U18|ckVb`7&n!<8#_N+L`8@ud)%^T;ALxp<p
zzua(<)?xpkYsJ2}#>^?}vPqf=C}V(I#ldPOMR8Y5uC23Ods5QZtmD$l8Q$j$1CQKr
zlh$DuNZo88K6mxKBk?A2J1!(WJ+lA$EVp%@upa4exv5Lkia*ZmC@hW<vnjjCcAB%L
zvGN3KM^oXhhgU(3HO<G;_Y4<j8i4v;A-|OzpG-}Vt7DX?aunZwf$g+nk7s+*8C%_-
z+!woHr3<*FF+)#3>r@N7wSJaV_V?zvREf>~hi8;6>2A&3a<GUiUhG+-xTBxrfAO$C
z)%r0RahDM>H1h%|Sx4;twq@DI#heG^57_)so-p_QB7<JD2)?9qHgd(c4B6Am+ONc9
zY%F?oKil}h95wyB8sIUpqPXiB*HfAe3k{Doec!o<St@tK9F^q~k2i21d|zI+J8q9A
zs6frQF0vjau;(0M_`Kn>;8Ee&dyybplF!*QC;wT*-09AKsGGOznu!r2;U%wqSn72-
zVz+$CBsFQ5lOjFN=Sw#h`107+9!PZgm~v*R{IPr6xt<7wPq=M<;@;Daxc}d0fk(fV
z!8>h5UXxjhFTRuz7F*)5!R>p(&W4R2bX?+E&F9a$qcV9OXk6DbyGVTf_Z3xvmlJkP
zx~kH6r>5ty9mlf6i8{0DF4{)uCA^Pq<k`kMVPCC)+v{M^-~#Uwu$Q1s=1kwtWY-0&
zO<h|vOZcZ9KJiO8LjRwTlkLU$BlQhm>`mdrZs7i)&x^pXi<WIHv%fIw&c!R2o4@{w
zpLi=}DNF8#IWD(c?)?xhyL#(IHQ%2vm(Jeqo@KOf;^#$b`giw0gM9krSu7FJaR=}H
zm~+~C0b}k4nWO8Xy0<>EOV_v4zsCS>ZA-=SzR$R30!kG{pAY&m+?9=3|ChB%R`2}=
zH));Y6C(2eir(B({NjeTK5Qfn>>W^cIC-|M+$0;6j24<OertQa(QN;lMI5{@6uv*%
zpmZXDy<~gB`zq<|r+>BnPd#`+e8O$>#rK|8SXNvI4aGq_U!daq%rzB<vaLzB-?Lrv
z3>TGXr94;O^y$l?^L)xnWV9kDvuP?`>3oyvzAaQ)dYjVg?TXUd60hgGn!R-@GjrNt
z>slpo@8~j6gLU#XlWC?$UtgMaz(CN_bwYTT#_X;@L+(IJ?m$E4KuhUBo4}dt*3<|b
zo-4GTF?R!>+MQmWG6id?3BA@6zD7@7n02G=?gm*a=?Mq@I7;PrD7f4?Kk>oQ*^{m<
zG3_n${Rr-1R=Q5VHf7GTAM=?wo+xbkEco*&`<bvW%L6TixwNKy<a)BKdcDp08>SIq
z5|SZ@t2b3{f7Q7v+|A1@$9Y@W%KhzD2fM;97W9Uw#b!iZegHQS)I&R&YyB;lNo~T^
z^*!MiD_oBHT)iC%a=Gy08mlMM6`3j@ocAg}ThVqge?!jd>mTAmOEU7c%f2knxy5Un
zt2Iqart_NDd#P9Hv*Yrg>{)SAdlxu<LE-!G^{e;G&$q0xaq&}Jl(NYv?r~aj$eDm=
zt81*Dh$wC1cIeq_S-SXI!pUQ@H>Bquy!V^0?66tNW4{+!PHk49LKl8Kw0(51dSTd}
zijAN#<!eh!zb*$Qg2~|}mP<XqeXiXvKXEGmPt}f3FC`|6CF@k^ANw;|aHs3bd!MHm
z{^FS?dMv8ae&YYXEW4{@UDhnDUJ`UNW8Vc(y<rc|zMyfxOS9%&x^%nd>9a&V3(@;K
zw<nyj(ds=Ebo_-;#5UI_Pj`3N{3=aJ&wjP3rt;;IZ=0Y4^$?v~)YfJ$nYF0x^o%_M
z|DWzZIHTNY*Y`uEZc`6#GPiSnF|S|w_NzHBS6%|w++ZI(*|u)ul9O!7|2SFJ{j^?`
zQnc&)jZioLE0G(TPk8Tl+Qyf-F2(*mdzIk#`t1@c)yzx5x~5b?69F%1w9;r{Z6P<~
zw`t)U@9nt%RMy{q@v(%PTctN{-@oqOlFw`gb0$Y-f0_m!?w``32WsCfT{Ka;ch<2}
zwpk__OdU5OwB?-2%yufAu<n_)=f|cj*-fjD?o}x3jJubrlL2b|fm#Av)YgN>hqkCO
zZmJUARHv@A-o({<N|jsx!K~G79vKyEr@Pg+fyYUrCWpfY2tec2*Ii?cZgl3{VZA(k
zX~y&5^D7J^A|5hx>sCKuc@^9SO44a){o<Y1p3G6Z9p-(mH_5I4;3+*OXNF7G>H>#<
z{LVlbKi^n2&w7n#&ztOZSw$>sJ+r(1p8evOSIE_}ygx8`gUi#L6Q`Qz^<B~3_2#JC
zImi%;l+Z=*J^}W+>+3~0gTDOwFR^NQNVbrZXevkObw_R|GnYk;2iq9-Ge)ZYa50IC
zko#d7_DXXx%sZt4lQlGsOW2#cTF;bo>pf_sCfgKfCtQ90RdY0teq0Wy1F=c%U}IY}
z2gmITf^FwGOxPE$i~gI#?d<>Lz^rGC%%A=Q$TSr044BB<%6Q^?bNq^lKU#Rg+pYxf
zGC9f<dZcZc+>M)z($NXk)^A=nJ(DY4le4lXG?3xg(*s|aX2i36?z*z^q!GW&<SkdP
zYM3+kWqM83)6ed*HPNw?4K&kbWrg_sqsy7Y`iJgq7h6*Mf&JJo&$Xth^OjY_a%Kqa
z{dZrqahXC+c5~_34Qpk~wj4fJmhmQVuS#O{-Zyb=o(y)*UuUGuJ{5CTr{U+(f(%O?
z?e@%{rwTk*?t8tmN@~>|lWd`jR;%APZkK-0DismOe%pG1?vko?Y=;F_y;FaF=;G9Z
zTPhX)sy*jJkMdU9>?xa<?VId9nK$W@P0jn?IzRqs3e2=~3soz>8Rh%Je|l1W#kHM0
z@rP|2gSKr}x%Xk2GpL8o=(|x)>vq`Qz*3P-nh{5S&2tL7)^aoA?x}UV#HyMOE?LUX
zv*Jvnvi5^7njh|U8d&<9{@QlA)cRK6T;6S&m&7!ZT`Oet&BQ;I`A#@not3#_y}HO7
z$%#v3gvF*GV!ixuPv)sVP29FoD_5zn&HR!z$stUy(f^Oo=O_M4tNmlsLnL(=sy}nL
z{QFXv@_FAv<6Zqrg`=~jrp{u?s>qLScl7<}^r_#Xf03(tpjE2bzBe&TrkI$Te0aC2
zyz*10dd07o%QG`F3YO&TXZ+mtut~DuqR))D6Bmkojy>8qxj~;{bDv_-4c3-4+5T7)
z&ct66E-hQSvvsO=_=gk9{U449`(L<o$7WFy52Lr&gW%$a&X=!#SopN$@r$j=;-HzM
zJ&R6r&r+G89_RMpQ~b&qF9Xl5Fplu>d{Vz%u<nQ0RB`RQ6%UtOo8`84SqJO?HQI}R
z-|#QKrW$To`itibqnu7vRaM2?t=D(F-FCa;)ym}?bWRI;GDQS&g`aKjKNGSsy6=0M
zYIOL^OUjPZe2-TA=ViH9%;}bRv_byu%a;#-KA-=*-TsfF{{BCoI=XozR;7PDcC_G)
z#nqYXeb--`Qs!$Wae3N<|A+ocOcq-bo$6(<|L@!Udh5GNGOip)j<lY*rF&x4*LNvp
z=a)>5%9e_mE^ey2!rNno?hM~+s@sddsoQy1M$SAHV#HuKzhBZgt>D+o<-%O872ofc
zce*I`oml_2?fI$%@6}z`XH9s1X%SbP&2qLG2@1IxlJy*s^LKR5N!C9m@u>6e^UsFq
z=Vb2vzV|&SJpA~s($^9vKd)C!%$BwZUz;YQr`4#VeAc;*`AYDui?f0jdot~0{bB#h
z`Hbs(-|zR9^ju8e!0_<ATgbVC_dY3YF;}TuF0TseD6*M&P7pOdx%18SGj<PUYSJD#
zw(s1zQ>OmU#}+5WY5MVfxwkp%%MElmrK289jgpwpT-+sb<-^h?^W40IX7Mn-Rg9Rp
zb;2X<dher`gxgciy1TnAAGQeJ*qqLveSMwmN4+iW50^@b`qX=L&T4&8akXz#viUO5
zs8{f0hWjVyA1Z(LRqOv%iNp{o9fm*?xrw0-TOUexwCqitvj<cc&Rp!tRH^zy|Cgj?
z`+W07zAQ|PeKwywzP-D9dR6FZnW@)rFzbgp@8h2~ZDrh)jYV&G7^|%xn1?>~+54%C
z&;H{U!CZBH{r=R`(>5j@<@)yKrg4(3Ag8wURi8`Fr$b`GoOZ93H`}VVe8a&Rl@|Z{
z@3(2J@!34%icuD?Sc74m+?K0J@2hVAJ+!ARDBE{&_+)_}_sVtu1>5r<JF)z9T6+5C
zl#@bnl}|;pva)2R-WP4W{z~CId;3wJFsoNutrASv%nnb#FXm(My*sAx>QxC(nfa3@
z390$aI564Y&a=F{$h#{iv)R<QAVbsVL}%E<>*tHtYJN8L6sSD<L;ok|u|1D3ueEq;
zG4;%W**}Uu?EQaQ!niMN=8v{+@YKey%J*z>SD<}|sh+cP43_B~E<cqn`!Z|3ZME6;
zxN2QXOUu6ZS<xK(zU$rDUCJ_jzWDjijwX@^W|tOxJ-uQ5n}BtDUTM|X8NXDz|9#*0
z!i%ormP-GxTJ6Z&X%w~Y-Vft9H!^+ovV;=m)v!L>R2(DnHr8$XK_-`<JT>w^*cNTr
z^WO8~?2`FcX08K|zocIB%{2H^cShLmWd_@m&*!ZBh5alJPF>YGbB+4<FS~Aj3Fnur
zdBd}??cusw=6iXDJ0ETGH>mwp;{N34-@0`>9&xGp&3SR++r1U-()WTKKX4vBZW-a<
z_t+IuhZ@BCWo<e*qgrR5@xB$8rt~<v?LEk3AU?OR@{(!7j9+XEOjFmXNgruxozZUf
z+aw|==+IH|cprra=X^Kp;@<a{Z%zKo<0(5Gx%%fi%serFO=J1&gm-Tu=M?vCKA!&a
z($YC)w@xJO{Pp;0)Q`tvTV4G3mzs;6Z3v$A<?ymYY=IGN@Au3Wd>S0Pj^n+N8jn~T
z|9#E*hhr*kooM5#e*AQDRQ4$w-;cZ6E~reK)2T7{(T<j2f7_{+#m{zZ>&~9_;P~o=
zrc+#gvGJSjVfyi2uA*puRsAW=<rdefMU@3O3a&+_Pn<jV?G3a4o4L)lyGb`}ta_X2
z>zOIEH}3a+;lG&@Km7jkJiBx`R^(ajv9^OuE{;p3wAReH_McPuzujH+Qp8xxGMD)k
zsxF(jInUZ&72PSU?)T(~uz$%`FS&cH{O<}@%(J<0Lh`^oza81iCGJ<2G*0%j;=Jr*
z_f2cw;(ohXn!$67uUT6^cxbCKU0S=jf9^Gt4a=H)glp^7Eq*AjJYOx{)2g1h?|*T!
zma21ok7P4z!Wk>E`<doV_Ss)d_Po5ZB;QN(vP#3=o0lgDi|^c&y)3in%SHFyW<DGj
zk`Lyat(wC4yV_4?-Ezjlhc`Sq|KH(!Z?fupYHF%Z^tLmiKc`NesuR2G%Eea|8RBo=
zc6A^9^r#eEGq7EL%IMoUYnfwjaMRQ7NrgY`DvTE$nYrVjPnwUU4#WM8)05@u8aJ!&
z0?l1qUU5;S;hMslvynYB<6lK>^q#J_bj6AjM`fE$&la4&#`vh-&1sfYob!QgWjo4m
zH-7!M%zwUL>Qd{<x}u_@h#dtB7vGM#&*lHNc>6pySNj~brI{BLcezy0p0iH<@R6GT
z&ke--=H|R@Hhjh-c9ZqTxjmA}pB^22ywT`|)8$!h7oNKMHoxrpJ)3b)Aba)a=M$z+
zemZMUr?9$F-W`kS+Km5pGMjDVGwRl5mWsO_wl`clitkU}uP-m3JbSiFE%Dcvmp}g2
z9p5It?cu_^7bf|{+!6Ttq%&K;*`)H4iE5O;nS{6B;hOtbJ)b_8_U$<tWuT^ar2Lxh
zgy<DMVQpr6qJo=1<0p=>OrrNcU$C3}#;APvo#LV*8E<w232W;qCpTTHecSuthU9^F
zeia4j_kDY$&HL8qeCH`hO<nr<cKvR_dzn&7sm^SYBI~oftk#{>jLo|`nI+Ir@_u`s
zBhRJ<KO>TTq;wdHZ~pwz_g{r$dXP{04PJ-rPs`MtS0rwoF2yuu`t+SUE@y3vik!JS
z^~jI&dZ}C5rgm!z29><|x7+>ep|8spEI4r0N?S+g$n#>ej2)^h{%=C}MrQ7R2O69C
zzGB&wqo%6C{wphPOldgZUwN!lqPV|!<%BaSXQXs$B7gYpW=uX;*ttCKL%`wHroFtr
zg3@v~SxX(~uRiR*fa&gCJ>_HH$||;HN%Z!*OT{%t+5Eh}o9{^6(SqV8h80T|pVZlF
zEO7p+gYR_iG;=q$*lI~zm+6P9y6Pp{YZ*T8onN&6u#&UnZZ>X#rNJNOfA)3x_=8zZ
zyV>v67Q2&`ps@&}fXRvp@#;4F!vEeZ`1wq=rC=%J`~HrW<KK=Q{a^8Lj?|+Yk}FKb
z!p*;L_Mh0Xx->0P%xL8vuD_et%HGS7S?2lSk*(M4WmmE{IrhwMeE(;*V5O>F*EyeK
zTMjZAh|TGGe?`CH{B%R!{3w&9i&k4k`pzs0_7Y&+6S7*!$tzQst2O41<A&VX2?j5+
zB==VCX1r#4d}&Srb9>)hhF!X*HaBkePk;61P07}MR#sLqhJ|;<Y@&G`PtU9>n&Q}Z
zcSV18(S~&~7gZY9=+va&?=XDrF}+;RSn@L)cVfc4Kayuu<t1*OTz0nM+LI<V#*(&&
zC-(|W6X0ym%+2-9y6i0I=P0>1ljo3jsq&h0B@%IryRD`^`?q5KdUYAT-C^-xzkXdO
z`QZAih3l;KHt(LTa_jaHiQa6lu*tW-uXyq8tn&HeHXnngYbzFCWaAd7O#N|gpJbrj
z+W(U;YpZX)Hf83lN2RI@JQqBg64!6`Y+*phty@vys%*`U*H3pme|l@j(_))Dr?nfx
zvqFo`{kyTZ+B`NkmNUO>$D3PQPj8Job9e5BRhFKMC#}fzO3j}v{+@lY%VY_2?$3K>
zD=fd@nmDu9EF#e5Cyz^6<8$dae_PO6u1u+e!s{Jo_Ro69y#MybWcF#Ps@oa`FI>5D
zWMA#?m~~tBt;uYQmA!cE%3<EF2^U1eoVPKndfwevYwhdnyY2*Ut5eRcEho3WdeL)W
z^;dTGciESx9Gvy2)N-X~lg7-36*Jy_;!82RmEgKD+`cb%|KXXvFW055)#PNkAlNuP
z>z7%Dv{}xAy?gI&jlI98()jGzv+HvA+s|^|u<z(X>51LP{Ww;<Z4~Wgu3xrpUEkL1
z>$`&ddwYA=L~T7aHTQVMZoykluOeRTSXO5O?jqmGiDx;ntoFjyN1x86ncYfYyw+7O
z`0x7J3zu*HzpHeS+kUF}?CYkgi@dX6g->Q!WtEs3lYU~E@9Z0UtG9bEdhmAp{bh?6
zAKv=*yZePE-CX97t?hkt9nQ+Ec_sJ5c<$V}dp@1gUU%j4s?gOpb`~$!zTLNRsqCs<
ze0P}cO6d8#KAg5`)*Vox_i-271;yys6RWT7R!Jx^c*Z+z>o3kj|91%93|U$?v2(9a
z+!d2k)idv0Nnv<z=9n9k92Xw`Jc{|=ty`zO_4htWV&y$^j&JJPxQZV)JXi9BT^E@A
z<KOrF{{v%V->$H^y{+=oN%h#bds#BL4!)YED8;(|yAe1??pdKZ@tZ5dUD+Gbab=Mu
zX~xTVr|tb0d8mFrU*z`F2kYKhxb2j@Fl)|rk%?J9C(YYYpnZB%1<0(Isa4<amRCNX
zTP|}yPwCCeAhy$mGFcU@T5g%Xr!Tm!i{9RsKCklF#k)6lm1_6f|J%VWdS&{8r9LSt
z7uUSYTO@C`cfDuR-d~a_XT!wH4K_<|W;=cFlh(uivF&T_8U2a6Abtz9!q7QO$e~&y
zj9)<e?<wu|8)|+Qxp!~V>1LO&xv-Vt?ZOpr+vKbds$9s-sAvs1o|4TZ>v1q)LiM|y
z?QLyr?yuauPS$?Ed;Hqkm6=D(wrd-|JoR~*`1`=9%O^}ZH*DYU{A1nf4cGU-NP0N)
z^bC`TZ|Ami{(l?wX7B4?*BaWT?<tm61_rCy#8&xCW|-B)Z2s)**|UE>_SY}jT|FUT
zLE@&Qqg--TFBGS1CnrQ5*4nY_{^uLqyj>w`8`i0BT)*$rDeXJu_iOu3L~KlAt^fCV
ze(cEy_vCL|Ut#HP5$8Q2Vmu+w_v0?NZnezh^_7hu^!1NcJ@OMhzUJon8O9Oc?rm*(
zzgMjKxYyNLsUC-|)$+ZP1138x)y<Gong3*Qzul?D{dTWTyela!Eqp$=d{g=RIC1UV
zf~IL+R=3nco27Y*-mrOFCNTVNGwhM%YW;CkziwiQe{yiJu>G%#{W1J`?|ozWL&}d|
zohrU=cZB7~_r|WlYFqS`k1|B=Z~qX#-{(jFb*1cWJNGotJUqiFVpAD6C}Q?LEq(s`
z!0`p3^e|niL00yHrN^$-+qRk2{dp{JJxToKz3TT*<NyDf{@L1yM@h(Pl4pb6fsfLj
zVIThGaWhR_v@l&l^Tf8?+sDH9{|eofD;=49`R?7b{q=v6<?4PsT=KfyqQv#elIFi@
z*H@<{^xWY$a+}Q1WE*k*-^34Zrzh<H%yQ$K$99`631c>Ivo|VVw!hwR-G2Ixou3|g
z%B}~E^j%KaWwXT7YwLmHl#c4lU834QeqG=17aJ?9{B-5=d5@~^|DLz{=5gVJn|?>$
z)(^a_5<GeJO2ZXB4+<(Cwu<lgb}PF*x8?Tj+dmKT*By{8zw_`H)1{9k(OROer-Doz
zvewzI)l8lB#y4MR-(xN%{=X7d(J>;gYmc=YoOJd#$N#@oZ$kZfJ}}zc|IpXDF3sGu
z^3O66<&@R;Cb|6hzW@K(>HEH@u3ELKP4_3rExTT?OFlo(RxivaDPmLpEVlKjtkZ*7
zclNg&m#?35T5osHak*-pg{gUFIX4c7@B6@-xA$w9`{Orl!Lp^cf9K4K+w<;GDR^Cp
z&vfBgJQH-cy1e@@_V9jO@14Epp3eQOx37e|K>B8w`;UL?6V_I&xUL@@YEc{AxbT#3
ztKQm^n`f~IYzv)Gt#o7C*}dQIdDqt3-v9H=-16CsWC3Rv_3c}?e%!wQZ?F8n5AE{|
z!WXPMCw0I@b!*_o*Z-Ys%LH^*R+YJ(`t<bl&NrJ*Tm1j?dFO{i+?G!!IBRHV9C-gd
z`L<bXZ0wsmJ14u#*G>U-^K<U(xVSP(LeN){BQoKbJWuWYE3<^Isx%Zxyngz7<M%bk
z%O7qx=(iI0spoR3Xb;TYkdkivkUjrc)nj?SJdyYFu0&n_P*NEXe537KVh@+6Ca5fn
z++SxqJ*J3L{^tqz8OG^+KY#xGeKyQOX4%S>o!8^*=i2}OdEVylm&=(iWhHxBf=!mZ
zoU>{2ov`F&<?{Qr=KudZx1VWQtXBN&%)%8bI_AxjD|>(M>@wfkE7q>{y_s|HU<UVU
z#jN=+6GW>%)-5pIx!$wk&c?PA>(@Kw#dlVo6Ble1)f9Nk+w$d*=v%hCxh?X0T2B=3
zXVh*yqIWp6BDnRsX{GCRjf*M`(+q09q*iP!OF7ynZ$EFT_jIHBe>Gm--kj}+-`w8b
ze|2^E=FH1#R@QsXd#w@<#JV3;PveoTo+k9mvdnxh_x?L`@)B1*yyN*{`C`R<jb>A?
zb-N8$YQ}|YwQ2YYKi**cA@+-I&rSDb)$fB3y?Aqwt4yfw$8MK-|8wJur@r)Oj=H?!
zx=L!%UR6_5(<@i5eE4$NfB6EZIR^zEbT9QO>{jWUtEq6@C;ID>IUDZ2micn1R9ySG
z_xFz#u+`L}ms28d<lDOK$THr?op;dYpVEi)<tvgd9e%-G#Q$BO?oF7|`8%8sGg7kH
zSS_=ClcOgun15q>V4tQ!`I5tdnj9KpOkBqTUUWPUHmL}_EV0YIH$r%Y;^Do~9RJ^a
zZuws%ys2=0x6<YFFN`843QSyH@A%~7e5V!aJ3DS(EDBowYuOT0)nzNgckaE+_k-n0
z-?_S{j32o*-sC3ix%R<JgWIM0<}rpk=dW6Q9QyYbZ&Az7G-`Oqx90deg__?>Z@j*=
z`9zJDgzfgC+e)AQyyvk0#LQ8~o3pMYeDmj7K})rpO*$Lxj5^dByWF)nmpE*1=a4vc
z;KaXq6?at*e)eP%E>gH1a{5G1*{7PqG^6HqyFm*emzwhSFywUZ{Z)C$^!A6j|5ML=
zk7K-9sVOu;%FUgB+Lq2eU(}WU|5Gd3=30OJ!nxa_zJK?~Yx`>~4w-!0Q%`l3;QSen
zAMLB0P_w^z*`?Oco=m~TQ$I>@i~I~(zsTonskpZKzrF6&^Ncsue(YLy&$(^uZqENd
zPq+LpxVs`cEnP%Hr}OKr`<*rg#+&xuT$=jeyLjn`-zE1Mwk%s>x>VV?V*josyA;&Z
z)D2xGH~O3kJiMs+T)JQKVQtlrw1ZFXlw1$VT5%?f?X;oMo4N(2OCu&XMx{NUX)o~a
zrs|FNHk_BZFLzE>f6P1W>$Uxy{~xQRME^YzWvf5$3S>&@tJd|Er7z}OnR4Rt(kTYU
z@vOD|qRXCsy>-82elWAlZYOyiEuV7Vo&E<JPIi7-Q1x-&O3+S)7dlDRk7u{k7qU*Q
zzt0uBR!?k(l+mq($klS{f4)mk^bKX--nVOY<&{jY>sBS6S1%j9_G0?XwJ@pVeB8Uk
zb81c)w!Jv$)uz%v*JWvDM3~X9YO&8X2G;YL4>!l{&d&l*kxv&lJ!+@!V0KmD=kM(t
z|DQ=cx%XvV)&w2N><w>9&kOx~Ek3by_qW~ge@!M-&N|kVDK$-n^J(OU0-i6^8eZ+3
zWq+yGH&HpA`S_HT3lCj9^CM@*wAXdJXM6IONv_nKd|RBc#W_O%&)g5W(-ZXTCElEw
z6FX@l+v$6Mv>xt{>0Wc|k>8oC5jHDjuRU41W7(GLmkmrjIa%#2w%xf~;IuwqB5!wh
zRcODvw54X~`E#2lm0X{(TPEsCw%hZ9lN+k1Tzit}dvW&sy<cSymDhBg_<P@doB6H?
z#&;76*-qd4X!dY_4P*8BUk_KGf6!*0JF9By?3IPSE7vVgG39*lq%b*oMuF$VSEduq
z=H&$}2`P+N-Y32HaLclW<kMFQGA^}UcRrqXCadfE)XrHfC$70E@z?Z!kez?%-oL)n
zkLIW@=9#v)T=(JrnAKXA%W8N`_vB?<axS@dImLTMID`B2ojc~sIWVYCSuJPnzUutb
zWc9|&#}1ykICWLJ{p6x6A1A!r@h<7<mw)xU-m`w3#ddkBm+#-qFB!idb*M2$2)?;4
zr}pQv_lCGX)-FzZ?<W|i^c<XII-B!;vF^8J*MA?2am@0|;WydSnRRKI=4R8QRo;4Y
zjCNf=AU&N|Jw)Y$W53CsZ7q?N9~wC`*O-V~E_Ise?yfGKa^Y~=t@rFgqHn~1&wP<>
z@OJUac{~$#n+yH>n%?>6X<AD0R&Q2It((73{E}^Xx0A2>?&ouC%PQWoNI6aJ%RXh`
z+x$|>X|nFaDTM_oD^FKlKC$ts!G48Z8w%P?_S7-T&s<Yg?IwJ*Zb!l<uM+DN)ASp)
z#>yr~XRlspH~U1k$+gK0R<}EBz7!v_-_28fI9rd)TkgEH&dojjANHCjtgkAn(A-%4
z-~O(8z@BAsPhag=7Pv-}GgfHDi6-sz-g7*UZmP|(7W~xiWiU&JPu|-5(88mqQhL?=
z<k^o;b340^`RfyoI1}cNyY?)~RG1sLa{0kmSvzL2DCEAGdR}1P+s6_9|NM0OpF7&*
zZb*rieYn3~^7Y&HUq6*QWevhvzpeM=znJOkmoZ7`oD6?@-yy}7hrJ(MITgqItH9&)
z#?R6PKTEFuHj|n$fp`8q!QR%>Puk2yXWhw)zm#}j&V`xhelKI(RK@;q_j>g|?a~uV
ztuMz~|MmQ$wrTUs5B7P-s@~T5o9ww|lIh#`LaI$obKwR4>t`D!7i(;=N;q(Q`AXHu
zUm>+^CVRH=e*XOM^X5?h7`0@s9a(HL!K<pCyY+~#-|KVfiOJ#2iainjok<L~u@U}%
z+CKQ(_w9WZdFQQ={63ra7w@_~nScLC)l0cjbMI-6ehRYJrzFk-ueb5E`*=&JPoq`(
zS?|1t?~}D2+~Jg&qbn0s{6{7$KyMDubAO*`Q>#NWA3t36^1<u(%bp!=D>un1a-J>z
z`lN1><>qU9y?&(6SNQbd{KD0`cULj!ORY&zfB3&<`iaf^S+$LJ%=X-}om2L@NtQ|F
zPq&wo)EHxoLV3MYtN50EVyH>n)}{aXNX}NltO*Vi<@Z^|^OmP6o$h-0Uu?yjFJ)He
zKSo&Y{XhTR>vOATwXMFNJ?qX9hMN(tPxQ@&|DAn4q1t?D^u*&lVLRGCC~p_4{N&fs
z@_R}01?Q5e%Mn*qmU6NEzr|#s-(2m(!x(<9CAdwv`sq<Oy{I<bs{s$ci>KZbc(=&u
z$4jAz7>h#|J6t4u`O8*bTI|Wk*wPen{;v0r<>JZu^(;BswM9$5oM=c@ae4A_zVOfQ
z<qMXd-dpOVQoH?a>)z|L+?HkcWE!#Lyl>Fo$L)W0N%ivf^OBDrZa*FJtn9kf*N2Y|
zRO&UfuX^x#^#a8i?_{NBeV?KgToH5Apm*K%ckEG<(+qM1jy|1{UN86gjlKd`(EQKG
zq}fh)CH#G_cj)_lrr5X2#^K339?EW1TmRzHETLlz+sY2~u6}Tm$0)L0^zeJW_NA_x
z2H~1^WlW+9|2FG>nA<B*rjT=m_fu`bNs%3iW@k=>zMN)L-v8-Q>2p`#Sw|)`oNuqZ
za`T7XFWn<&oP(oke(_G*vT@#j=7;<5v&f!hpMN6GdgE5LwVG#V@i6YTdN}*_gZb5y
z=lq?@^i2GKZ2O^3QO_CL`tsJCP7c`;`*w-_+jCm_Q&n+<V2r)=xtR<*)1;~d_NF~~
zWLoJt{a9s=z-6%qzh9Ue^#3*Z!KA5ac9zXMY40C%rTV>$H>2L)+wkCm(Vp^!phZ6l
z5>CACe{+og<XLZVzqI%A-^~jI^6Xjs<W9u&E^50j5O9~-d`(+@_|j^1k;j`JJUXd$
z{_2_+MizacpC$HwGm-4#eIowI`tju%@_PgWjqZI_x}3FP%~O7%pPx%lEYo^^cB;6(
ziGEhs^`)k&%T6-y;#qLKiT(S*e)B`m`o6sCeBM&@<DSygWX-pR;hI)uZ4Gy0KWr^M
zm9jK@KX+}xF^eB(cq~@AJeBkI=std~@O;*#6g43Oo*rla!{0alKRly+%j%;`&nDc|
zmRJ3A{Ji4pGX8wM#o#q*nf4p|*JiceHaood>V>KMJdGPpT`#?u^5d0_>F#q^BeUde
z%Gw%kDf}rA{!?jQviw7Z$d3n4igwh@`W5*g`0M`vdh)Yp&du9X@x~;XUHZt8$RB$D
z1)mj)?+EjW;+eMhS$)g<e>$70RvU%K?YRNkZ`y1k$#m=R2M^Ob8$%`6m3*0}qtTF^
zzFK9@&wYX!A0BP&zCJZ!PK-OtzisS!_t|b+-<=vhk@dZ9JGc75&QvY;>2IGDJn(p>
zd2rXIj7v?tNq<cKnEw+^e#p5_WMWZsYJN@Yhxhi)clO$SjocBl<HzKCbHwvKKzkLJ
zMh5Hf-#MqZBj5baZuhemKCF|Ar>y*S<O*~4m#-`N^yTcQn;y05zP9Dy`t666O)rQP
z<^8_NcIISzu=ayJAF~8s*<5B#etI-{`9+IH-e(`>57qy*oiO+Pk7vPI8{XvR3;w*D
zzG3_R$8&aiT|TPcFoCsn?gh!V!peXdOXtOW_kLk|`h;-B37#*jPipTnikYk!qP%;h
z?7yA-|MvPHO}DhYeL+C0;Mbdv1qW3umU!s4%(+&f%`a!oY?|{s&G^oK{(0-$_udtd
zYuv^p?{l(ovG;?$qFT$Z9?98y<?M!@sqC*kC)+IgUcaR4^|q&t#mf7(iaXU_5x5w>
z{{0~d3tg3tLq>n%>p7Aie(cM)OJ(zZ7w7z=eEzX}U)++Oomy<(Fk|DYw+(Z3FWlgr
z#%oz8F`s`j*8&xH)~U-}wu!&?%>LA}Y{tb~H<uQr*#_~x-{Rn1@#MBiYgE+J4@nkV
zh5S~BSWf-Z*8Nh+?cm04(<Iw%R&wjj4@RHeur7AyT0d^3ZCL`U35#BtTn}N(3X{{(
z2~aCbY_wvFY|AouE0}euM^EK~Y~#6(su%A!UeV52c_&A3_j=C$xs&ajw}#g_>&DG{
z-M#P6E1A!d_p0^ErS31!JN*5iw9NfHFP>>@Zn^yU9-h3ucH#Rfvp9<=&U;f>UOid!
zzA4u?;5w_Iw=LtBe^Cb-F3HRY;h0)^szQ>dIDBu#;w!U^!h+vaF0<r$zwN-}tsk6h
zb6(3>?RD<sthAdkYq8Y#!(E~8Pp+vk4fcH$kf+UmC0NUZ^NQ_Zh9<Kut|9-{v`sMD
z_i)9@Q>Gy@p_L9tH$DBWu>897?8Ps|OeFhN6SKA7yb5U3QmS67Kl268-xuj;U!2Z&
z*eBn`6d=<uN$12z*$9c6D|70_W<0Nz`@g)ta)Dzx$93LmYi>LKc$dB5ex*@q<+_-R
zCss}y_DX)+;&?tFJHXq3_XPKWmYNw646c!{JQMcI=+BueXTr=5-j^|@VciYkY!|26
zfTL`C?{R2HCuA?Lve4jm$aMHR!RK`A%bf<s{zoH3e}~@bKdZpINBq1dfA*{Vhd+Px
zAANTrZo=A+a!f1UH(t+HOtHRx=9}GppM_Q1yO;tdGEcpEs%B=A$eih7GnU8q{V(3n
zJpcYh-`{tx=+6Eoxbr#N^D|cqq%7O}cBw90#cO8j6m77Pok>u3RwlPowLsZc2Uk5G
zjR5=2wVrKhN0-&|mz2M|%We}AyX4g?i9F@$T(QYMlU?SXXPVkj<W$nJUUyB}9!V!&
z&L6y~OOg)X+1oCvWYlP6yk}m}O3jI{u4J$|Gi|-Q>igxBc0KoQZ%QqBVaQ|}yGnhv
zjkMY`N7rq;!c)Ff=KPX<zn4jzcUsO`<xkV~6Zd|-AaK{V;<FnkOYP2_HSZF`H}C!b
zME0CwN3B`L%6aQo@riQS+r@v)5j|G5Rp{lr_p$y=9WM3h7p`Y4{p5Lf^>M#!si;Xk
z$9y<NEn;6-fA~G4#bed=E1wf=D}yGx3A--%wB~9VZ@x)^y--W0(%XfTw|=dQd*9=b
z&K^?g<Z0$}w)x}ERnxVF^%(;r_?CSxJ0aVg+PYEhujIAt@9JT<<8}vn8Hmq!sW{1g
z^LO`q;cZfr%(icgTl-8d<7K0)Zos_7Jz<sWs+0_l9NcX4Ypr^tQJC0Xr5MYE4OO%C
z%wKCx+;80oT3^Z;SH150q9qHTS4PZg(=r#1<~ciK;YRnT2c)mPjcYRC)#|sH`R<oi
z)b@OtFlq7M87@w-+b;#&Vl?JTsNwsO{5C*M;Dh3^^ChX5*M&6R*~#_#=>A>y@zLKt
z*DVnLyXSp=^)mj?OZp%FzB6Cb=J8~a^Rc(CA5l5^FK#Wzo80E9rXOy_MFcNTQ)^qx
zvUj56f9GbiRpr{>x@H<ke&3n$>ZInLb>J1ipmnpKj(xnG5u>D(7@uD9!p?CCZ(5jH
zv0W8!_xgWUVH>PhW+(h-*&r7Y$RF)3rYt7M?Z#G;?kTX-wIj1T_U0aKw$o9+bv9Xc
zer3IU@q?Gbgx>dO&OiSBL|<^~WzHw!Mo+KsC;jj>UzJ(EJ}g^co5|r%S`~}A%uF4<
zKRE31*?-mIim=m}oJg6R9d~SAmV)NM%6z4I*##V;Ii#wD{`YNBT)t@1()b^I?X@q}
zORk4sjE#Tm@na&xl9$Tw=VYJQ^)vp5-Vd!s8_rzh<2pW3LG8S|&z#q%p3OCnm?%(m
z{uguOjlE@07JQG(tWX8*T)j8_W9^sfjz5?F%FishWGQksuBGIoO6SZK8`fU3U$ZuR
zZ<O|`#Prp(4r(N)tuD8fRH<XBmR@&5dtZ9?imF$C?e6x@0j-)dNtWn*wfEIVp%<q+
z;_Oqqrxl(l|9|4o>HH%f*jL2=<O=gYG4Vx3rt`-)u0D1znFEaE?yKHER)1GsVDq%9
z@3%w~bZl7z17`i%_UqtJi8USqH?J-DcmICxmE1OI>15`A4Eu`L9sj;?y`#eN^YcHe
z`KCXsoc{6Lwe>0@95ZwbU&ac)=wdte{MXehHwr5QX33g!8%|5fwkVbU|MTA7#OAZ&
z<+C5k?Jha;8oXqERm}Q(1*Wrj92PuUw@Qd3Z@Sr!O`B&_{c6?ubw*djZ$7(2d93Ky
z_j{h*xZ->`-RSWh{|VNKtA4e<JZ$mH=8vi{$Nf6XqVH{2mS%aea4uRR^!UW)SnWft
z3gr*~l(?Hq$2lj=E79Edd4JV}on3}+*L2_f{HA_I^>0y^E~f7;U*w~msy+6WZC`yy
zdFn+;Y1c>r14jvk$sg+`H3r*T%#Bn2R=45&GA8|5mTNs1UsP#unYsGh!KT|wrG9G6
zu$ugHdhGe0V*SJO!#Dgt-<y4JN%HwH_gUGQ&Oa61jlTAD^ZlA__+8_S@_DsQr>ogc
zM-*`#>sh)^^x>gBM;I0@u=%)fd5PH`A(uebeVg|&Sh6zL=`2rT`mDdZahh&6$M&tu
z{-|_{rr*>uTdlfc+DpwdU23(bTOY+qmQ7we`ETjn+bO)FmG4{Iu6L(7WM9fK;Zq98
z6#7=Of^o*bywh3}Y!56Ewm)!a^**<okCY$(%M1K`>_10&nd<#ag@f~_AK%j->;7(s
z=ilsk2HZ7jOA<sh0?$4XPu%xin7M3?MWZ!a_MbOLj5C*QcAV%CW+xKLx3kkzea_J{
z{BZ}D?Y}qAYVKcw-^DlD+VZxFJ=!KVV-CN!7hg(uxsU(*`AH4)^B%bxFEGuFN%_CI
zN8(q|YvE;TzyJ9eTXi0d+xk`9O7!hktvPnHEye5mW<HN~Td?8Dg4~kp;laPZb)S1N
z(ctIa=Y}t*6tn#cP;fu1^<~0ABYtb%<d2@~#2$Oe=_FqhoDj_r`}UpbAwN@%hjJWc
ze0%*Hb)Lola+SKi$Mf&0>oW3MB5jQ`=Xx*Mto*B+WuNe0$xVsjyQB28+zwv2FKzf&
za^1vPy6cY%RJsK3ziJiWyej%ykIJ@|i42E=*7Dy>bqwZs<#a(NC|m5?4R*0B-#E7l
zlq~eu%@3KmbehpAQ^oTk-ZOZ1Et#mMEVv?6yzKksYSmm05iz5$TexTZ-grLP=>G=B
z?U#2{S;|&#Q?<3x$UQOJqP0?fw^+R2y#w+*?FFUFZftOA*3dg{^VoR8-06S5u^kj`
zR!x)XGAz{lHcfP1enqN3`=+wxuS%tx_H<s3s5-m7^6xYM3!&kU*PIk;%1n=Gk>%U;
zy#Bx9otra1d}C!7`>k`n&8faCZ`H@corlk=*oRe@CC#e(+oQ{LXE&EFr{c=CHeJ3i
z0TLIFM$}$pjqHt^-TO7=h1=ELNA!Q(k!X4wo0WT_S2ip5#NF7e!gq4fU&GqjE!j8m
zOm*CC#J%kKfjc!30Sw;UiACFt;@V#9elk(bc;bP3ef#!?UkYP<CfY80_Rs0Olt-ND
ziD{|)J9w>ymc4qa-ceGfJn4)>$`78j_yX0X-hDD(iZ|^QRGK)Y{W{Nz-#@qw#pb`L
zvV148=Fvxq_Iifu*Imu+(+^np$~c5ef9oqZ<g1K#ikJRAFL>tn&exH($IUl5pYzFQ
z-EdfJZs=}{XVvvdk2>WO9>>@DJ-)Sl!Ze=~8AsEm=H#|IpSr?py7Y^m?8L53dn)XB
z(;uc*F1W5F@pfwl*Wr12Ust_sY!lehvhZ?H@J8i8<!Ak7D_ZTYR)nP;Y|)u9i+OU<
zf)ngNFV3*J+x<{B$u`th?9JQ8r)NJz3GcbNh$l4qi39)DfC!_k1A%*ETNdtO58JwG
zKRb`c$HRYWES8D*X|y_bEl^r;Hf)(v!!?07UEku4%AM&-JC}N`eSOL=b~`t}r$-dG
zU*4IozBPaEgp%8;xhrfwxun(p&}xye(OjIfE^N_VPtBPYW*sMsKg=yP{lT<O{Q0e@
zmS=|I3AX>mQ{J9a2{)5tJDgj=sI$R*4^w)b*rv93dLoAs&b5YL-j%9rE%$SE@}<^>
zwyXIU_PmT;Huq<s7N2$B+y6g>Z_Dp%@3Xyqb)9N~<D0iFr(|Z#nZ8UqgQ+luvsRzk
z_ws~gTvvCvE-?zeZT)a=*wx~V3uVhnSG#Sy9dvl#Va3}4hn-a!XUt{i=1%Zbl!@Y)
zT)f~!y~5*7c@e?hIh<>DDeSq%<A3Flw(ltq{_hs*UMJdaEvVXigQNUsLLK9rIL7q8
z;OFk^R-SKvIBC_gHTF83w{KtVDN=dTH~YXAWBXHU_~Sh<u4(1WU!L}}xFqbYR~Cz#
z*9kq{<cI3}ef*BL9JH5t(|D{lbJbRhKXo<fwPJ?3o?czWXA?SCb{q8X?l@6jH|I{<
zoxBRx6S?`T6A!KI7W&m?zkkBf`G47Rt<5iPc;%bk#>Lul+xo`eE6hF>=QE%5%|G;L
z_5OoTzRx{>t^VJ<yZ*Kg<+W>#BAX><OyHdzz0kt@YtoWGX&3H){1g!rtd+k0n9o$*
z(Ecm8bw30xezo()rIl4Hgx+qI=#h)wJL}MfwZijO1@D!3$`}#CaD4j8xE@y40IAx7
z%eK+)lDJB3^WHT4zji>`bi+Q|TaQgxe%hTdUueUvmgYP&{%hE?8LxJDUD=R0eW_1n
zvd7nitL-8A8SYEof4imhA#HQj-M!L&I?eq44U<oW`cF5DV!m8`VxRG%zU+0`y3Y?t
zN$pDXmrfC#ZuIj>@r=I{&j)OK;&H@4OtY_~H0bN4<Qoe;f(|!39RL;JKfcc~dy<~&
z&tCR*+ZTTRTM05{T*ox0FI(fGxU}T$u1Qy;Iqv>Se9~vi&M(Wm{9&o|;Uo1=^$pJd
zxwBzk*xy^1_k8@S{bJS1q9ZAuoR*@GEnoJvYeW})`FH>JM1$Vd(>FhDyua!F(f>kO
znW0a4iw>RBYdN|!Q$nj}VxQuvhu`9M?fKmnz<YOBS;exrz1Oy_WHXSR@*{NpwV96}
z{1r7&kN;Zp^4Qf#o`q-5?<)K8J1%uiSs8EK@m9MTlbGAZ4nA_4F`eD`^MWhu+nSl%
zq@>I&3w*sp@-vQvZH%$q#?^8E9;@{2#8T-sS<QFvvP<g)sJ;6Uv?Il6PT0bxr(bs#
zFf>YCebu+(X-3xWs~cxTvqWmjz2b6B@ZG_}XWt$9Jl^qW;&EQ7bW?%e?0Zj+o}cSn
zo_x21`OZ?_r{4Wfe%zK*$iMVuq5b}3(S`YY<ZlK|x0|f$C^Gf&|4a7`_^Rtqb(LOC
zV2n8bXWoaq*H`5oDhbI`;$6>sOfX&G$EUv&f-QP-z0L0a_P)3G@9GHKb8qHP+3?_#
zw8fia^A&pbtvmbb<+5*UpWpm<VgAa>w~|e3b(z0q{N%ORBcrx7dxgPOPA^-hGZCh3
zS1z1k{(Yq&AlBgSsb5)h<}kls-SAocfT8NDau@S;Ck0=xjJeHMf0LL0>WahzjT)a;
zJA4s7^<YQD`=k=J2mgL5@9jJ3aD3T$mwRz5Wq0Y8%B{-`e*S=)ca^#By_}~rR+WD?
zzWi|S(+SUumxY@Ock(iRi?|>YvTW79=&v!MDTfzc{N<VX)#F861=qyS`@L>%5;oZE
zHg9|8*SYtT-sbO{JVmVDQPI8rdET;p|CKpwk5>I;JhVN2njJqw!-4M)^&jv4^4p+C
zZvPVR(%T6a@A~~HpMSXO-}-Z*>n`)IX9)~w`oH?WWLaE~N4dIoeT{9j{GYwXyVINx
zZi$@p=e4`$9K-$pjjDI8sQ<0H?eBB{D|^0`?055KN{uWCNtMduF#L74!Ts3GWiI7c
z1+<<${TQ{Qem+;yyDuKMrZ;MQIarwbVdKeytex+UN^owBY}~!;L4Nhadwa8HY_s=a
zEdKmpi`Uieiin9)n@l^RrAn4;?Ag0-cYV_O0OP=9=PUhJ4*Zu&$e;65`_o~|#}8h;
z+^{C%>$J+0q`j+;_=H{va(wdjZou`$NplYcE{~qM_)KWy|Avpgosk<HeWE=cEc<P^
zOxG_f`0m%Mdn(S}G+7sI`AJZmv)Hc6^mN`Y%QS_Ja$8R9jaM(a|2^24ag}|JftXD1
z|7E`gMK1?MZTa~&zy9~_b<-Z4KQzN8o^_J>Rla$K`mwz08JcW6nuL0s{iUx3*|*s{
ze7v*NWPQBn@qMwL&qW29oZjj_3GrF->4Weu{majnC%np0oA-n9l$d;HZtKg;6^fVc
zu050V<=L&=m9?u+l+}Gz>UCNmb@o}utBpT?vHkd~XL{Anrl<Hu&r{Q`W4C(F2RXZ4
zE=q`6S7mSK{nz$-Nbu+6%`9(K)=gcoc8gskyLQx-GWF*x;&{(qkZ_v$qCWIs`1QlJ
zze8kVY%JAeqPec0YnlE0K)d>?lN>iMR;+Tl9xKncF>b?+pA+*}iSWH&-4d)FQWKXO
zu(X+>RBugQu=7pF=-O=xvHa<J!n<YJbTc>(ohuXFy=$**R`r#=#@p_TT4tq{Ij*{N
z|HuS~Fus5N_2QpD7*DzvbJe?l<J<Uh<+T%+dQUK$qGvNDHGXIBn@xqCwJUcwpIBV3
z@IBY_K1Z0N;XduUCd2nLrij0<;|~-0{nnlH|F6p@j=lQAzWZzXGnEd{Vvd@}fk%$)
zJbW+Zul4#5zs^p-ye~WY(#MEPZIf8r3ogm>Pc|>iIG+2p<l>HJzGb$R_P^t5de*(N
z)r#*6*vNERD<SCJi#>tMgq5X^{HbC7Q`Igd^u}+&@lyg?QxE;fx!Q5|RO`!~S~DtZ
zroFm&!f<M%QNS|`u?cb$we~HyTr(*k?E8v&ljp{6Sm}K9_Li1VW=o+@KBE1fXTHq3
zp>^8l+=1S(r0xAzb3c5}T@}7!|GiT=&b$ZflDb}P)#~>%@F<@vr8LWWeK2qG{q6i^
zC9*$u`>%L-NdIh@uu4+)sdTNqhijXsb%kcX2-_H%n^@}m^<T`J%};L@WJGcmbALO=
z_IXP8$zOloE2!JA^o=|yckjn9(Kj_;<dwPeraw5X|6oP_-)S$?W9R(1p0!PQ*V8M^
zH(4$<RDOH@vHsKY2j{&iZ)zGxc&vQ1@!uEKbmKkNH$SWL)J*@&asOw$+{NqVHlM=p
z{X6)abL)21`;${===?sFd*=6#($4T!(S@m}qsnam@qe@VEpPQL=P+0Fl&32e9{OW)
zM@2<o+X0hb>!w;r<z1U?6_S6o_IJpd(+N*zt#W_Wkz}zaVyXX(iObtwB+cCZI63#%
zZX;KH#*K;!oknG{f-Cq|&6q8!n`My^e7sSv>tTRg1GoCYtCthv>h90klq~DKqLb_Y
z4fg#v_@b@&{`F{HDco1IYF0?VyNe62&$t+Mec8FE?5h`Uz5dh4F#7AR+M-obPCnZW
zW%xF}zA{Z~*(%i~JfXEFFZSC9iz=tBn>NiUP{H=usToGo*UbLcX!v=<67%a@5>@r%
zip^q6uPSHHPI7LJ|M_!6)9bh9a!Ow=_dEKBzv7+7oAfP_W#2D`q(c`vkK8@*SMiX9
zQ-V)4)1^cAzF0*}``*T#%NeUH;Xbcf;-Ike#WSoC2j!%~_VR6;dxcX~*K@_ziJt1U
z3(j-BXjbHDp7ZHrkM*y;J~kh9J}p0U<lW0fTQ@d(82GsQy-FA5y0Ys1?C6EcvnDA_
zYqgq|VLZ8mm-Fs+{(XDo<W|e>xUQ9;QT*v)=ZB+_1&?)7qx$q)SMCf*Sap(PZ+l18
z{$I-fj5oeNI?YdVI&ZtkD#ZoG#}8|Y8W@Myt~1?r$4jXs@<Uj+mu8|=mW8%hjcr)x
z(VMyN8uIfRZg2l?Uzu2?cgKKxpQ-=Xe@`Ud@i1CBz6rCollIeWKgybQqaeTkS9G<@
zTxRRt366FlDV4?cNk`<Yk~BrLb|*%c{KyZtzVcmTv+C2v^WVbNMQ>(BY%nNzP_F6R
zbmFXf!Oic6{Pve8`sUSs`2ME);eKVKaP~H~`e{EdB#6AeS-m0LcK)v)+MG|GJ>LJO
zecgI<3yGD+5e#jehQB#p<ON6G%jItgI5yMr=CuaH%zqv8q*^kAto{dBeal&#`uf+B
zs*NoT3Bk6k!D)fJUUVeZg--|#@%njb@ywD_JE!Q{HTk_foUu~zzSrN$F55V(trFd>
zL&_a}x6fKA++A#Nr182y=Dtg94tJH!N)Bu{UzxaY)x3Z9(P9mkwL_JEU(MKa_L0+7
z<_-0|7I$`L9`~8<Ai3z}&Q%lbtLL1m4Ur14jnaL1<kWipgT-I7G&0@hosxKe^zmae
zCR3Z=F1mMi_#Iv2`bf**ddTr#?%WTXA79-tNxXXPFK4gROV6LKKFL?PY*yioRL#ws
zw#7cZFl*xKxHwDps`VE{w}nplbx-fctz|w}=lNxDtx9zCO!_{(@aBdkCcK8>dq2!C
z6m9&RUy^bxy1Z62yY8#*t}OQp)vAgC0S6YE|Cw=0xh*{;C7t_PeV+I24-0<Y^Zq!u
zo_WT<E8=pOCj>RKKHye(Cdcc0^@Qx|JDSQf<u-J%-d!u<KDYVADcQ1%X=Qvzi>F`M
zQDqssHPmyaj&+i7UVhr8lj;2XCOlL4v8h;dj^X@|>U9kV?kF2<+smuVt7-f2Z=2Vd
z@cV0%nv*t{zS^~LRq)JpGahbQ?D#9rD5fod@%8_ejndavDm?hdbYuCm1Fn-p&mX;d
z`QeF4%#v3wn;sF<Ha{LxIn__I-T2r_w@tQ-c&-Ele^L%oJyEkVaAwEOpIT<x!adEx
zN7`84-{Rb!^P;}(K@-!DZ#F+3`Iu@h+<x(_NYZn!ee(B$7s+vzl^x#qqS>WXATB4M
z@jW;9FTS74C*81BH2ZS>2J>#~MDNu`VOQs}9}iX4Dy`wu(F-mWSUox9?J^e8@~uBu
zHm%>q8yNBIMA>)S?*`HT|F$1=?`2E8)^2xlkN5r#L!Zs+-}4Ss{V03!(&ue!Li3D$
z0{^GlyHDZUTQXtxl6wh^N)wt5zh|tt-+5=V;zs?Y1vdh=T}kkX?J%r;*|BeaXprB(
zCz4n8ewA7H?VI3i9mX#vR|74Q?NmSW`)1AOx$K_sNXNyI^V{z8E3TdmuDEpENZ$O5
z%nkE^-fI8+!&gfW6qLG!JeD(#PLtx9uDHOC!~Q<s{hLdgPCTADjeGt~w)>F_CYhZ(
z#k~K+y$u05JC|-^kO^f<4?DDnDOE13itpXT&gF(I=S>}a15(@decf}sx(pY+6yLW|
zux{()2PzvQ*<wsM>-Ge&wzBt}@y``_9XfCF`YPMqxm%}9Rt<IgF<t7aom|+Gs^xd>
z*sJ0{Cq~a){z~tL+}owMZZ2$NvaVkH)Z)(X7Kf)iF)^#&g=Si=&lM1zeB$33eS<W)
zS0~hz@6KKG_wD!0n_Kd3OkTf)cWF0Y^3Cb(_9h$&`#&07Tg^Y|(yb{DetMvmLvrLR
zp)Nj`C?2tf6PgERl=E!L;x2kWt>n71e&UKPJ8flGiEAH>k^lI_e`e>*x!!kg>nF4y
zRxV~`dNaXw$?D#d>hqgt+J0gwHtg{%UbtAY`g2kF>y7eU%oilX9JlOUz4-gtg8dJ<
zR>hcv#=g2L5@HxLF+!><f`58<VN6>9@9F8+56&->-*e>TkDMJPTs8HLSt;r%%gfhp
za=Cdw_+fDG6UoOR$+rYTo@E*|3ryRvDRk{Z3*GR&Mk}YMSx7j&ea`#(f&EqX?_Ye+
zw9QUC9G<rNirB^~S>3OSf!WdX0+v;+4coplTOsAJ^x3QxKR+ZrpZ?^P?VEJZ(6n0q
zH}4vBbF&<O*Ur_-u+89?^Pd_}$+Yar;X^{H5|@Ln3%TUUMb7`B_wTX&qlmb<ZC6j<
z{IEQFW7FNks}(pK4>|Ge{dYV>uJF+ZZa(&n|Ek%GZoisxJbtEnY|s0{=1WrypDS)%
zayo&rV~<kLPItxcc@AOu<=@YloRKrQ8PjW+TPSq$F3Zv4X#(#umKL7<^ly2K>LyV}
z+g?+V^N~Iu=R6TQ%b4&>;If$V_Wj*!?oGUO?SOj7_3Gq+nJXH*`c&OnOnC%)?6zL}
zzC!(aZERM=0$m<k!RL>6B;BuFD7Y?ubyaSa{9YSjJCne#Q88vq^B>R3^tiI&{zBIe
z|GcKEC6#}_uvzJQ$?7d4KkZCy#G>W%O$4m}`CmU=njL!RMn#`q<9wYE!|+JAw6p7^
z`GTArR@_{_`O_7itIJ-bOf8QJoi$;x*Cg*`f&3L!I$s^OZV!IC^wu4&-M6nYha2q;
zVSg+AYM#kv2i<yMk8mX)hQkU4=fqD~{dfCdDQv8gJNs<?Z&lOv_U3=CI5MTh7l?kg
zt9!elosBW&Z=MqWKMt!|!Pk%7P*|pasQ#+HK<eb6kQWb@Tuor?XbS4N>8@11*6rFm
zxoxM*Qf~w>JlrrVu;R+ijsqvE`grE|PhxGqxUZOd?QOHZHw#@FWP1c&zDu}tGQB_J
z@5*Mgnb92*_RQ5^H($6oEok!8<W)cB?s|7bdg(p$py*ZVFTQP%%3ITUtnlhLsW6_~
z>{Z*Uz89%(n!PdM8T+aS$F^#%*!%r{pHAEV+3V9-&z-ZL&}e;m;tID<FN7?1#{A8T
ze*R!H-)$xKqIz9jug6`Cd_vhz{zvl0M=fvqUHw@2!$Qu2*G^O4+Ju!ao_T}$%paz$
zTh1@zGd<|M=vwrht83SFPhx5Bsg~A?cDo+Hvx<Fr?#0CYv9hmj<#DfmZF`a7>%%v}
z2O4%BHP|dr^RmWa!UOwfF`L%^5L8-!V&mDeH#d*Xim#oW;Qe^RExAnRpOcg$zdgNu
zLT{x+;LUHRmT#E%Tf4_#<;x8d9rEP<`Pam&a)0N@G>>3dw1O%5n$eSQQ%|(jUW|A9
zKjYZ$={f5T&9ISAKBlOAuT5XQ|ItqG%$U!|PNWqs;BhLiH9fjn-12faYsaZfj?3+P
zzg2cDd7;!X>3w)_MDY0&`|kf{(+xZv7JG5);a9sB?~R$8bz-%t$lPgX8|Q6oOxnrv
zD((O7SgmKvmR%S5BV=Dw#`dRR;jF3R0*envd{rx38Je~-;fE`$)`80R3a?+b=3G6z
zd3p5LrqrUCX%1hf{VUwgmA1aq`(VI>X8kiQ>(94(S}xvxJxf7FYwrocqZ@Q*-4VNz
zb6EE7sX5=%H?h51c<cI7qZRp?q4ukH^GRskUKqEk@tgAT5a*`gPr>tdE#o(v@tIHk
z`R4M3p7{@7EGxIE;om*~5BuSrN=sYTJQA8#`*Qgd`Csz{-%W1)dL(~>^gWN49~M-;
zO8p`8hOxwDvN(@egN9`Pj6#m0*SAj`oArg=h(kf9u}`f>*}ma~+)W+3hBueEKB=8u
z@b2t$cd;*e2l(1J%eNT4T(ViV^C*+SGCe1=H_mzW>Px@oa)|a{l?z*+(tWR<`Mv2H
ziA|wr!jel4UaOs3=-j>6XS!m@y5)S_dAHf@Z!M}yPm+n_v5#9a$!%I{@4q%vvyx2<
z816+cocG0i3;&(jqOVUzTwj+q-S^B%o5`vH2k(^UwZG2`%hag~p2>QD&g!)GXXz1#
zeAOpj+-0#V;%m&&svl<M8k1{%R#r(U&ayC1S{?WFm)umlMEBo~2fobG%iz=se!XmA
z*Y)@p?XF7=>V8Z<GWRH3@+F-jyK41kdlt*wE!nVg-qrHD$>;X&Za1~j;5m4wdwt?L
zcl&MwH?aw7vsZQ6d|=L4>3z4VcQfC?`m5&!RfU5B5*}3?OJMBS<k_*ZdxQD@iJwB4
z{&II6OY)u3YM31vG+S$ik#Kz8KCUW$-g>tA0vGNEEKL(RCtcYeC11nXli58n`ku?R
z_r8^{+L{`wCcTxs`R3ul*WLT}#%xr79-$MSJH6}Uig#gBS-T!iw|;O=cGW^w(b*+G
zLw=l8x?1q%+%`M02`fqk{WXGrPTW>1cW3qG*>htzEDEhHt76kVo3fzFA^$#~{k^IW
zlgy2aAF^{lIMjJ@;gX9YC+%VuRqplrtMx6*-#n*p)*4^gRmY19?Y6LAHMoDx%=FE6
zb*szy|0l$s30P`zv!HUDQF!Xc(BMm@I=KQ%r#`9sRrbey-qRn?zVH1Z5iS4Y?1pQy
zQ_Mp2tosh{`y$NLs;Yc{Yv}nT+t2J9WGbrUf=niaH~ilupQvMb^XZ|s{^dMkD;8=e
zU$U9{cJErvzvi1dSl4cqaG%q9Lf0qlyvD4}Gd$9*dsn*)fD)TK$5wO0mrFK(d}{Ie
zhbots;NxY<>+8<lRP7N`INp*o-^fPrW!=S(%e0k3{no9@`|&mJNBY^uKViW|A$F^!
z(^np8PTqO^P|vrtxe?2%zL}Nt%&}gr#*uHb@@8xCr%Uxe`C1vbM1Od!t0n4Q6ZX%Q
z^}}V?tlDEfGZbfOB|ZCnB5CTeB=0LJxjEt9?4nF>7cv`8+?%}OQla0GO9na`9}h5H
z6LQI8w4DC8;lN7y@|<G{Js#!auj_ut&N5%)x#PPRcnthzc%F1w(rddLV%Hw;cUxDj
zn|iqU*>C&S_jmNICQZ3om>Xvt!I1RFr-yU%)RS5Hp6_F$8gkY-PVqSqQIHcf+sH?L
zDfhIC`_e&G0?+SVLJsB5ysekhf;T1nnE8zT&buFy56&NpntZEbO+=8h^NNMLL+*d!
z3CX{@|JB3#v+O>HtGynicR&2YxoUatmZMR;({J#c?9#DV8DkodeT&a8T5z!@&w8_i
zOL9ad=AJtl*{m4w`@`h5tG;X1aeVoZl)A1@_w1d>MR~z*!Vmt7w&K?j+q>DFm-pQ1
z(4P-3b-KhJHs((7n>Z^$_;>9tmd-UfMS8!aZa%NOCmMWV!>>}aKZO-5C3!9<+*=x-
z@~wTni-hw2q|{*3iS_>&W(6DAWHcM5Oa9ZYZ_`*;vU9`4hn~%>3To#LO4whPRy#fE
z#Ie0I+V{!_PKYUsjrY@2EuMa9M;gn_d#pDSy91(yC;Qn*$G<!A_|PNs9G_^OwWT+r
z!<Kw`rX0|{(ruA(XHaBbKkxrl&C6#`*=fXDQ^52mXJVE~N}EpcB(0p4pIBrg*KFFk
zK0kcsgWrpFnbw=Gj7j9?-kZKD>DjAoxvQRQNu;mq(`}uv7gBlXSl0Vgr6WbDvQbNt
zJ|tyJyyIG>_-$t9naOH_#?jA34_~PfO`rMg6j#c`zYC>L?EA1x@OgyH77p!0$L#OB
zy`8PEcCR}1@Q%fP&n~>K@3FVv8QJq~Rr<zxeg{7+VENSjq4rZ)PpkTlh=8JsYYB`U
zo}UFCrzx24o%N}NskW6N_iM);r=F$i>UWpU4h?erHzo4Q{=ZBMw_Quj^;_^M>8bxb
z&zFl1&%NzFA5`Pr$UM=X%As+tX<Y|bRk?Jd6j#j}LAm@8=T^&QTnYc))y$Z*TKZ~Z
zhwsh#;R~iQ-MU!1;JMN~KJK{uw!+A)6}oFTZ><uXt^1=}_QU11T4w9bk55}=!qd&o
zzee?i;LCZ+WivxkRvuk&KhJi<pG$ptD?S_+d0u;DK~vK4)h5wrMb?}N-2SFS&Rx^-
zM@`E7&z41cKf{71FJoI=dfV#SpI`rl^1_$!?tH9P@FTq5@8g|`YhyOaTQ_}uG55sR
z^}GMOs2;F+Z2aR~*>dp<nl`x`7<x{A7Myx{f^@w1`jeBiDrar{;o^SH{M3A#$qtEz
zrTKRKqFicun^<lLb_aMf3;X|J__v4Ycv;{Ru_T{)?OXq)ro8@8v|OcI(lqjIqUiRA
zX&22t<QV^1F6SiFRa0<T=Eo(StFzOVE6C|g?lfH`yg8Jira0oP(VKjYt;SiKj-_iJ
zp7hSIC1T#@-Q|b*&E#b+)a7&<g>!RnIVr~%wCZzWl-{0uOR5Z<gLuXLPB(f@7xSC8
zabvV}3*)~-NuN$>&kRX0P~WY-l4ZrYP8OfZZ;aQeeBbn5Rr0j8MfATy@#^{Y78|R#
zvmAb({BU_*(yyD-l_u?Zc>0&E%e((_TXxwvo@Gn^ckzdPrSzf=caAnqI{ulB`@oD%
z41tECJ0FI=@X1y9R>yMTCfB87F=e}y*X_)>ru3$u<5=i=WnJrse}jy<vQMm?<MLDS
zxW(?-PbUkiKHd;+-!Jp-6PKru!IXoUy)#PORa~U^{}qzC^eIaFPCR$)wpm60=Kd^r
zT5>|p_2!9SN1Y2le*|4s-mz-y|F1l|b*5@(7xfwGy}VZQKJLdew~XHCaD!=cYbTn8
zA65&CH7;6c!LZ(BW!xb@?p4kP_WWFvW48ym@rIU6^f!K>zIw-$Lz2Za3+`l|`SU>Z
zjOAlzpU<TMVf*Fw_oxKVGXARMI72ORd41O&?Yf2&`lV~voLd#UX5VM&67wsn*Q!+$
zFL|bK{K9?z@bt+w{j>gFOO7~ym-&)cRWx%qTVP1r|KRP3XRL4SEs{}E<`HW!ELB`o
zV^s8b^@W=g_vy9$nk%uH-`!`%+%L;oGJ|#{NXBlh&bYayD&n__?(BEJYJDu;{blKz
zvp1vn<mb?==F;^mBBy9NElR5K^6ole|1PE|P4}1q%cX4-wzbM``*wff(SP+q?hM)1
z5A;nh2nA-d|I1*Ev5~CFC^i*Z60*_k_!Nge{;+K_GUr)VEsVXlM(V-OpD!<JHMnOz
zSoZaTfVg#;$HG@Tqk>kP4K?Bjsfjz$wmoW!cox^{_L;3ewH))EPW-s1*=WDN;m*g&
zD=gmF`c&TkdFIyz^~evM(ldT<)HithrCUSy)ZvOhes8wRg=!Zr*)1K#WM_XfJ$C7t
z&`BS6J8%5F|NExL7ppy=_^IWdm~YgqyziSg*Rr#o`#yMZync9lVszN9==W`n@9(@e
z@c(b3BG@xuYmarsP5x(`;!U}NJAbpK1n0gwF3ob{nwnDoUC)Gjh7S&GV*A&mG_CHP
zbxGJ;xv+#q1`ASON0r%p5}y|HIX8XzFDbQuo9+A8-1Pf#^8WHW6;IluG=zA6*i}o1
zom8><{&qp>Z?;=yIZJAft3{RPELpy9RzbLR*$W5r>;JS~EZ5>mC>MCQy7kxwufrb}
zvlg8D@nVv!=Dp(=TSQGG=g(i5CQ(;DIV<Gx%2$o+*M!fntxwJB?NNNN^w>Y+E$7dN
zSFYpJl(P8SqGqUa$|crTc3b(u{j0COkI!%QjQr5}sV?ufp|R-S{U130RQ~+I-F0%l
z#oR+PKWom}*{~>*TXT+G|C&igH9Pn2aysl-7576r_WuvYYx8thG4RjOe#k$e_FMYN
z-CzF8#4;_nZ#w(+P1UEmHxpVVwCq=~#FvS2>+NpbwDjB;rjxVY-gq5XRG;zT!eqnq
z|C*LRURR~OMCPH^k(W+hYsBBFernfOoc%f|f0N3Dsm=dq?Kbe=duHQVvo&?i=6U<(
zTzfma&Gh%;gjYO%f1Wy@WY_q%{cqdeFMl3+DdpQwomTZt_Fvs5`)c*1M~&)hJp9EM
zUP}XwY?l6JvntD9T6;e1R(amC<r}9Jq_c+^+))46rx?<I^={~fO|iV8e^V6a*yhy-
zO0jnwHUFC|Uz06-h1Wp4#F6pNR*`$bv!o`cazxx^n_np&w(Z;B+gD^vv%fsqwBqD7
z!M7)sL+9qdY&pNKt^D?t_1v`|W_A`t*xk6OE_FEl!RfQd;{&$b_YplC<?-+gtBB8B
z-vui~>f;!b8rZI`y6yYjK7Z-+nbi|wWnX%4xhicvtLtI&^-0wquM6&c*WdlV=1bhP
z`qx@(=FL<59)HW=@0)JRSJC@Rb=t01eepZA|G&}=z1|8BfmGoS_kWo8EM2}MxQ#ny
z-a)1bX4i`A6+a!<SB{nny8q*L!Wmnp|JUVQLi~zzHdoL4DV|^VJgZ7dS}6XW!=XF<
zwT-FqKPB7FSBB@mkMaF}Uhnv=Pv<^_r}#5T{ykoPLNg`4mi^ckSLQmiOLtv&ES|b<
z*4-^{?>PN_r(5zS=-BGjRpzm>vUj$xo_t(NMR?QIfD4t6`KL^N_xodpV%T)E5A(Bj
zR5FL~Z@BkF@aTuvOSROrr%BrGV>Y^`Y&q$%@a~n8D{>xRU(=TU>UZ5T8wUFrhUdMP
z)o%0hEPVCn)>ihml;=-4_f=gfNjn?w@NddZ5ue%42fyqT@v#%07Rtb29_Z=f7&6mz
z$;?;HTR7KNHJ+>f-~VCO^gYFj-U5}ZPwJj%KdF0Bbv=#yo7$awr?lh$X@u(AS*E<7
zx@BR;H>SS-FaL_1kA2kB@UG0sejms0wd!}WyM5*N_1CiBXEmRAsZGPv=yC$%4YO;T
z>y<t|pFLr1@5=o<S`L(7y#6uvQ|@uT9b0tG{ylxZX5V9JPTS6gtT{!eju##}FTW(|
z=Erq!vYy;cfBEz1)Eif=FJGFRs%O>rW_5j|rS-=xB4HXHOI9}*6x-JS{Tmxo|9b9|
z*=F1ITDbRYjk&twX?);h(+i)h-fK3#UgnhQu-E)Z<5tDij=nEPbe9@kxumtX`iP3w
zfq&-J4-UTCr>1qE{r(K*`7<W{o7uZq(tDLnvi<FK|K`u1fByde57y`GzT3Ejo$GLt
ze)CPOYTl07>;B*AyBqL!E^|h6V36OvrT^W(%?wwnX`CXm`}@xJ%D1cK)r~@OHnGI#
z$+_PtQa84**jc=L@59hT_ig!aJ`1wWX)Zit`D6bN_3Mvs%uzFDGx~klz`%d6jKHas
zrMuKmPm4JJhx2jAW`k#z#*_Ue)Qa_f>CF9Iw&|z*e!mP$S;Ymr_f1>-|Bvp{ZocDZ
ziqaHc-21_2J9W+Jeg5BL;~kb&{ZwL{xOM%dzn}dl{arc#LG-tOE&I~gHW@HSrie}t
zoE+Mgc(bOKanAkK&%GYYG5xr}5_;Y|zu{J$&$ZWQ6K)i|WYOrDpE&IeqtGhH|M|^c
z$1heF*D>2!^Xko9k|+5qrhtEb!|CNKOtt1`Gbpm`J0#@t?ZmWST=_A6&ui@!zI+ot
zQE(&p*(n+G)<6D#JKjvTo3)7{XZ7;#x&8ONckE4maYH-d*G>84Tax0IyI<$qKU}p_
zNO;-f-5;j)7>7TYd%3vfmG7Bg{p00F*LFPmbj3}Jd&1Xh(D>n(602>I@qTjMcArbt
z=2nOq9sDcE^lk444byy^*SFsN^4~FGO?O_~n>&g6i)ZLuYB;g&YRTVET2ANxiYhHk
zthGNrA;z59&Mxw6-;0K_@10ja{uB<8>e<97_bfiY`Tw=mk?9+6q&RL_uGKl6Q71pR
zGvzV!b$cU5J6qqStevVtSM|%|%mM@(UZ<~8D33P!QyQ`KNM81W*ZcP```Rvk`SUI1
z8xIYFmel`W5^^|iU!=F@pGWUc+C7~#<y_wC`tPM#_bSRxIErLCzg(26v*Xd}88^?_
zww!(@^=7L7t|?D=PMkXQ{h+jwlB#okN*;e0&*1|#>$%MO|Gd;*`Szqxf^I#_;}^w-
z{sr$=DlD(DX|MU%UUK!_;>^Fho%<cQIJRxu@N)h3;B8MdHhITJOh5TW(BijLO0=@=
z|9>m1s(e!Yr!khD&D-_<7t^<QUsGyd9BY|;X70?}E*DF->P4+T=_NIN;tKDNO`KVR
zPxHS{u0A#GgU@E8g!lTT&!!kP^u}gMF8T3Q$X_#<GnKn`Z=3MflMkeXrk;D(q4eWP
z$d1isjjy)pyg4VfW>>7sw)JXzzRDho4imV!N$BR~+6VvUy?ZRy`<qM0dTP_^x~BSV
z#jg*mIW5`Uo%?^+>;&)64{}>t)+|aAi!C)~4W8_;e?_|barTXBvmMvOW*nche}C<H
z7o+<L2M?;9e(STzkmbVF#;^C|lXR>OPULxS*!5iJ;RWfsGoSKny3W1Y>pV**(cx{h
z{-(bR?Kgjz9Dl5rOQ2C^linY#vTEUj>UI8yVsrX98E)S5`fgwElybdllm0Hr`+pA3
z&pEW-{!Gu*|3~;<{Be7!khV#0CX1}#kB8HmH!p9`sn{WR>TiLIW6|4X46hD-aFD%n
zth7W=t0DT?3fC21g)CMom+{3|Fy7;A?pa+b$)|LCc1K9A>YiNDiL%)pZz6g__sZ^G
zEGfzJ{{5{lUNxJeejW2acT#*}{m<_P$1TloY6fQAujyMgU0&X*=d8e)UmupwDEVZ0
zj%&lA8~L_ucVo|$XWdX(rhB0L;q?PY&wS6DY}o16?!wXYvR$D|E5zv1JdspIafR8d
z1X!0!boU)U>BPP4%%SPw4tJx^C$~E}`|sbHWA!a(Y0=G(PeQEHzx{f%&Yt`Jp2Zuo
z%ah(l&2Kx&x<aw}?(B{=zvLO7E!nA+V8)ky`gY0RSH%%8InG`Ga!_Q$mH^)Cd#_e~
z*bsZ6?XInXHTx;I9eX+%cIEEa&v!5H_3!Pc8luvTLRTu9)J|N{$twJbd5T=I+GK4n
z&fFNk4^!(eetnVuvf{(?68mq~RdLlFAC7I``0Be-wbfPUnD-l#^%I&;=&QVMl0Lcr
z&+ZvZ9|!9x-nn>cRs0>F&&#$p&+^MWyhGXV!3OF4QX9psYwmeHX?*YOzIpR;H>RDH
zKkPr&_M|S~9aO(E>5GI;fLivkAeX?UQM)%R*ESVjsycD&ZA0<7EgGd|T~Qz39F4HO
zYqF-!S+!p>rM{&hAe%dE!)(su^BW(2-o0tJk~RPRJBv50GE01Wd)Bt4-6_@F6R(~Z
zzPU?i;^h87!_@z0WOuKeweEh5d&=LU+;uh$F1#1zf|gv<i@931p)+gy0y`e=&ml&a
zCQkXdU#()%#{4<4+ZfHyHSxc^B9rOL^!Sh1&#TfL_Fvg|&HJN#@M*u$y=`o}m-0!z
zVq9Xx6K52%_e*kf{v{u-^}D9tDPDij!%?d3-;M8olyiQ)etY7?frV0++U9h5O}krS
zy_9>J<+_7)KkL>^|JNv;y!Bb;{3GT6dJ}eCZd=-QF?9n&i=b(w=9`m34({AH63-l-
z6S=(L|1w|srQFjmMsA&aO*gy!jyPk<o7;{T*R+b9je2oU@45Kn+0`o7-j%Lu_gM0<
zPQxKe?ApHEmiu)~)z75_m?nn1oNu;Q{c`C3#FrPAz7&^EE#uQ|ioLsG<>LqEue4s-
z)yDn#3eOf7!-lPM3*vc8z7>TtncDpP`BG~|Y<b*LaYfZMZ`rbJWh0TfQLh}0O9d_p
zt8e(?(q&iAe)IU8W&^hmA`ciAeiIA(`$#NmdydSO@25V@)Y<dr^qD^oQaP3%58EBp
zdFQ|FlFR%zHp)y6|Hl((b8hM{Z`H-;6CCv?i@rVi%Fow-+M1hfGd2k%uiAX<*qKuc
zOa3i1SsU+|es$i#<9Api4hkGRCZ#r~K<!`5cd<HSuG1gR+RZu97kXoB^`-L3A`TiI
zTZ?TUZkJd7a&2<U{aP_ese3ujy}ysNbxjjHw5x0?i^;sXcPFr)Il-2=TK(g_^>)Uh
zORWBcI{vsEx1x`Gk^MfAeWv1G%vIl3qzk09t?Wu{K5<U*dyju$$=CBA&X?3(?RmK2
zeXIM8KilK^ZdRK<-0{8mMCtwG@14{ttN*T!;QudksPk#I4+rO>6(awqZcjX8e{C<9
zkK)YP876``(yw<`2bu4_z?S^5`osM%42x<uJ)XV3{(0!V9Z!pHmF3A=y|`;)`Q?}V
z#s{DDcka0?aPt?R?EXI{6MOTQ*IVeB)mu%@dyp&;eBie3hplseUP+%G92DY`n5ejP
z=~59fQN!vO$#fr0mFpsfd;NqGXVh-0m9~?gecNfzmffApmZ?QWM`vcgKag?b?AAtI
znYfhKJG9T9*l<wBzO{*aztg*y;Y(DEe<!ruj;{QAT0Zr@LgekGyp@xe72R1|zx>gL
z$1y8}yHC7dum0(T?74gITN~du&HhmP##(aowFeV+o2=p$TXHXjv+@0*=nt`<>eoGS
zzWMhF^PaDJvtMLp$r$a}m~pKJ)MpVnH{<yyKj)Os(Is~Zc_;eH8AQ%HbD(Y6O!tX@
zcg9aPPPDSStRTSg;QQ~7>`cm^jz27zQDEV;V(-jryVo7BdD=Kp`t8Gel3N$b+j<-j
zNYS<JJmmjJKGNIYXS))^H@n{g>ucX$YTUfd+kh!jrs{D2jQW?QI|_qNy;|F{uU4$+
zz1Z`2U(F=i=XU)+wqME1?R=2*;^K}C<{NLe9-XSCcKYo@C(cb(+{gATmWf?%;P$ZR
zC&%Fhbx*ZVc%&St6=Z7C<^54qBw7BYdaitP|6z^UE&1OPTek0Qz8kPqTKen-juYAI
z7iy??KT1BQqQ1YuL7^dYma<)~&*dZUzbD&%7eDm>@705cHH_Z<znC+_XqsqnlL5<&
zIu`|L!4pnDHXATmcC3k8?;!SriDQ2JUY_9Cl1pw;?Auyd3?ugG*3PZyeqm_L)pf%D
zyHuCmU*SK-GEtlLJ(cdxU9<DGwaNN;(+7vQPBD1<g*)QY&HN;`O|cgf_m{|D>;C>Q
z!euc_pdsh~<@KG0xf`vgPFHhtx4#qc=KN&Ujz2%OPduyoUKPo5qAg45|3A%tncjjw
zkDklBXEL++<MS75ZXJF0`@NKj_NFa~&y(xZPi4w4%Q+dS_x1y0O>zH{2i*IY{q4)<
zaBt@>{k>3<M?2@@&l~R(@9-4aSFBa;>}y&bzv$~e`Q%d9&!4{-Su-d-a87x?a^~{Z
z)EP^K4ZM#hi%d;^BAWO_Oz9JsVG+0DgtccTzYIP+scog12&b}gVv5R=fAV~a&9OJ`
zzCE#y@6EZeH+^YuzNNkSruJr9)zr(Hcba)vCmzh}a9MnaFY2k)UH8-;A?}p<wHmGR
zyIbERpZC34)zo?6!@Jj4^y>2xibZ2jR9;-3e{BBypm!_Ig{?7{YwLLGBdx_)&+vJV
zKB!Hyc9pku^5F!>lDCKa8xmJMJhUt-+;`gFbHO+C|M7lio?l$^dEXoxvG~8dyRyD-
zdVbTLZO?-i#<^FkZ+?4kA7J!9fM@@2bME_hlr?v}+rH)huc$-Wajvf(I-O16m~b#}
z*Sr6M&yHB8$o_3yVwP?icKO%!|H?s|)BnHk`QvovQQ?o}`iJaO<(?h6`9uBOp*3@)
zOamiVZ9nz$*p)5?WyREeha6MN*~_wR!-9FklBZUgzEKX^&c3>izpQ$*QKs!&t-qD|
zhnM<J-+d$D$<xWd?{#bbInnz=ZMS@wp-$yP0c-i+zYj#-R{in$b7aZWaLswI;{^8Y
zeX9FLH{YttZkGG}?)QJg`!XKpuQx8^5o<6o@ZTxIGx>!4{+66Ig~wAk6(p2Cy^xjY
z_IKKG;q6S>Xusv_x{jIV^Z$9Ee`Uwto?<({qnobSDE>&(4_14<?ls5SnlN*|S<E~a
z9%h+dx%BaQw1M{WN74@`^z^i3)PG3-vZju+_>Kxw@wACsKSVHn?mJ?is^{i-vqM}`
zPVi!!{zOsT%_%ZIb3~V0_VAP`R$FbHmAx^mTyW(*za3f96JO=JtSV2~Zl<vNcBotN
zi9L}OacWg|ztZ)Weps}ALiL~aU%pXu@}jn_S@>(~ayHv%#^?T71pEK*s8-71e%;%?
zVDHtLWtZ6uQ|0z?=Qr+2`d+ep;zju<_vC|;_Lj&`w7>IW-btnj3G)g?|M~wHijm@9
zANx-xzvl7ek~eovGp>JJ!ykKY;{89oX$q&8&b5_Tou&P@Jl6mGC-<xRCCw9do?xjn
zzfjHGlDXoc>E#gTyf%IxVV>Zl>{430Q@)*)SN;F#eea5iuOmP5$oBu8x8~^aNwqgt
z{!lyP^Lx#D!Q|UFZ0DX>XQouTyW`DGpNjWthpNp4@9h=by_0SCW?so{zh>#q{jRH+
z<mue|$LZ6(YC~4}e@g!}KVR0(X4p6>bpMXl(*6Gv_p^uJ3aC2~C{zBr_KE+@m-Bj7
z>1yrRd#dqHxX_7{hyTyCHn?Bjy87yLzhlb|GNo>c+ZR7`O`BG^&oq`#Tp#1VyPrw6
ze{*Zyn~Ep;YkoW|Ww{;o>uu^(p-tYWEgwGT52`%kx$fl){?&E-vh_ct?&|+x*73go
zckc;@V;cXyt6hwfwEw}ZrFQa*@}}a@J3)DjO4jldgBwnS+V{?3a`D?&mHN~z-ttv?
znI21#z(1W9`vu!xawmv{x+KqSYfKefd9yJvqAT#hn@I|BPHek3SVwh)yjR#$EW0rF
zHAjBDbH#lz(<3+T-ZT&0yYC*KnwfLKzd(_=AF4%tmeLO|F>eqq348mb^?Y5!G~L(y
zRUOlWHhG@{?JO#)TYJz#>HlBViM#U|ZhO@w3!O2x@BM%3_Q7V`Hb28{Z5-9gEYCXS
zLk%O#?>DTu|9lUq4JLhUe|?wXZ;tRZQ6?Yj*GX2Z%Qk-7e*bm(StrE>%QrT@<^SLM
z$@$*oNfB!#(vFI7t^3KkXvLg$$LqRzzV#eiSmv+D|BL_cY&FJ1>8oxQ1Qt6hNH1Q%
zve-dVbYghViGH@a=VDrir^L5Rj9<kQny2U%r}%@3o#|lpU!O?s{8>NL&ia*K-Q9QM
z)X_7ij_S<zxc2Drm0fdUb8nn2Z7Ex;z9m(4;aY9Z_c8rfgWB(2UD))eH&F7Ckxoj<
zqUQBEHb2v2{Qg;nKlVPXboTJlXIs-V?r&XsUy$pt31~lw!N(Tk*sBV+r8ma^o^E{b
zt(nB<z9ZikuJ6ezW=+1C;A+^vKj3J}-+xspcjcb@PGkJG>}f>*z0UW-_6*|J*iCBc
zp2hxhwOU=i`E7jp_y3BFq58INmv?Q~v^UurS=4*Th-=*sJGVksS^hsPFRw`ai%4yd
zTOJX=#eiXd{8yfzOskHsSRk@^MbiGlpl2%$e*G76snc{zocXIZ%uoOF)AK*R9&j^t
zS~0V~()EYhdByKLK8M(Zd)q#Yea(?q)BWJtcFuLRyu0r{bgeYzly)gIvvl7x{}6w?
z|F=uRZTG!ru^pQG_D$tC#We{(793f0sqN$OIiTUbeg2PP%{N@%*Rr>?RoS_D(F&gX
zuJP_ZGp0T{w&(l|^N0qiea1XW`+qBKD%<|KcmI@#^M3@BKXyvE@4Vdm`n-0+Nz?m_
zR#%yauD7YZaJf(5LTvo$bI1Sr-JG;IX1~H?!JCy&>Yr#!Je{2R|FikVtn$|mckl6t
zoxfsjz4yFJN~&x7)lC97cXl)doq6Qd^T=yz)`AT(i&O6W`#;-NwBrs_hos*8`YS13
z*JOH5oI7l8$AACF%O^5_8J(i<FML-$Jz;CFV{<BVn}R{QW~=-kn@aUs7UlICcUK85
zt32!_6}G?d!-WOBmBMP9f4s_{6#T9z>0AK+x7Gh!)}4ED+wJfHo6p7)?sJ~5OY2|o
zepBF?<a6wTrje%BvT;ldDbd0c+3S1ipCzu-S<F1aI?t&6-iPE}(%BjJHtf2u_q103
z&-9z}Kewz7u4F&*T>bl&(*~#2E|z@{=gf^0Ts_aQ`ObfTdwW)n{r*dNKBTX<@l~Cw
z<sN+U2eW<hvz05DCWbGmn)N60!TGRfo{Kw^%F8c&n;$QDZ*O31MzZQ7vt9G|6$YQM
z|7*l`?uW`gPUA~!vnqBc+<sI0O|j{$Z|(c1LTA=6eAe6Bck1xn`I33>BU<;q+W92^
zikU?Fe*VvI^m}Hq@7cI<I%kqxt=u64&i~({Qoiz~gOcpA>l@^Li|*^MzrIy?P0GK8
zGF5;3BmSM$ez|JptK!5}dm?t<{CmY-bKYi^Tt~^s)A!s@hX41vZF_&o@2US4jt70%
z{qpdMz`dSsd5%{MLX(b6iWLh_n&um#wrWR^>Jgrl)e3ibBraX3;K;oE@BaNu|Mpj3
z{qQkj$FW6w_ofAE?mRx%{o&5}s@eA*_Ni>}HJux3y|U`*$>#FFLrW%~PrTM1Ji*$_
z>&^9ltvTy_-~HL>*fYE9{iA#(uVcGc-*nDs7Huzla`Q*4<B#&|O5byfuch1+di`>@
zq1gPE!XJ|B-X1>k_<X|2=l}Z4^Y%6dxL4254!E`9`_A?mr3XWw_|AA0=gQZZ|B9(=
z{cqlVnx9`*yx@DYQDD02!4ukx9!!cpVfRbNB`<Nyb}!XkXO6fzJdU-BuWgxDf2WIw
z)qVfYNvA3#c2+)-tF&r;9_RaQlCX`fb%93KG<)~o^VZhpabId%H1l)BpPB20H8jd%
zo7dcJ{Q9i^_c<TgZ*C21bZVa0b0#-(cl%dM)VjZCf84S8Lwv1z(xn{Jw)Y}TDc;Nz
z+3Q<!RuvWUvlyS>J7uT*Z>DAUuct>iNL<*KENr^o_HokB&P0)Efge8R2i4q-{gJL?
zwPDFgjbnM)OJ48%y+LY~fwy|Xlj$p5rre6jlv$GgSK8$6UsEODQjbD~p8Sw~ISLb8
z&plio@bRgAK;h;2CoTVM=`jlr^B2FWZ{H}}BlBY^OMRRixBXX9uV?bJq-68$+tzs1
z1*U(#!JoYE{r}s$-&?F)wYl-}{^Iv@H*Ma#nRnW~-5eZBD_jCZ7Oz)L(vP@sT`aIi
z>g;MYu_TjDUAJVPMTS{P?>9EFW-9GHylKN;zne3w-&g*h5!=P3bNbzxH*bE{***R>
z^QrOYGk2|v=UYCvJipUG$?*83ANSwv>~)Eg-*SlYVJ_pVRkz+tFJOq=DErXILAuDN
zJvO2>Z-QZg$h}KzudIvS=>Mnegxf7eu4Qv%E*@KKFSUHx;}@19*DoyIn0?yN+g!od
zdfooQXwjuC)9PEMP3c=)5wPRqvPD}a2b{FhlHWJ$z%A8}yC*EEEY5pa@<`5R-j~mL
z%75?NF5tH?is`>`@@j6((N)XeD?hni&bH{fzkbq#R(tnuhqX&{Rvh|uTz{hV_AP&9
zHaUKg>Pr50ST?L$=5$C?DTC5_^QeahzWHxj;_@z{`&xENyI$zkSk5J1WxbAWV*PQt
z{B7N0E=J$2Q&ak9c?2aMFa2k`B;s;$p}e7}uI1!_lUZ-te%;-8Oj`3m-ipPUKivhm
z9=)+%6<mKiEU7&*(CO*>^+&&-Wsg<ZDCK=@O=ZfQdUj6dez)!?W*)LRucQAb{QkZE
z%|Br;=}W))Q@`l$KRj1-rj%Os#n}=0wp?K=a-UCPnG{?YQ(}K>gXTo55<^$j2zJF?
zU!An2TJ|OiUJ2WFzI_@)P27`pycvhplqXrO`@BV4SGe4bZ}+|me&Y*wo&-0%<bUAf
zqm+Nhq(w~na`2&<4cQ+m=KMXLbbV^_)Lh3|g;5Op4s5eCqW-dm{Vbbf+rDV&k$m=|
zrH>=GiiX&gDfiCbClen1>`h#ywxhR)LgEXSOX+u|{MNMjJ9&F_m36$;da^eCYViJr
ziN(c#r?MP=oAe@dzsma+^IcTfZbmf!yrVzi_O&gwRRJ75!t0M%{G6q?+reEmVy(ii
zuP(0*Rpz8z4cQVsNmbkHKy<s^pNJO+65l>~SIbc;y&`H~fxo#I=fXBAF17OqW=eUB
zmo-kjJh#R0^2N=c49fG4tXg|(`BcX{0u8CccfRQQuHJv>;#vvi_2D&qw>4!?Wvy8D
zYGw4w`uCQPR!!Kby3xz;pz$vYqjUS`ekp!7(V#>r%1Qlh`X_~~F#XiCn?G-4+V`Q<
z$?4w`VacMSxi8k8=qb6)9e=RuF@M6$+}~%mI!aq{K7Pb5==pM@ZG)kUYQ$QVqOOZw
z?Fsom*s@ODe(R*~9oDSQntNbJ-|FL+N`ij#EKB<uB(*Kqt>c5~oiAn+Zk20DGP}Ed
z@YrUQ7S6Pe(fyHB8IKdknYpt!F#p?eYW=sgsqYmwd~tSoq#?Iv8PC+P%~GpY))dKo
z&A08{@^;6G^U?d*rDopsm}N2fO!qsbzh|TizFRA;TgFs>W}5l`bAA1Bx97&FraU!x
z^_+jwt?UGsdGXgm6YQ$Fi;lN#>y7gih^(~GtCm=My`w{Jcf?|$HO>k}RSUk#^zAJ)
z43STZ7s!x1xM4!{w8f&lP9k64Z@3{lFGYyEOY`?D=ccb;IRy2}uE*+esh#iexR?^X
z<w~06?>;9ssf}9Y3e5*?kL$;AY^ddBnO5Hvxl7RfBEy$2b28kQ9<f-xuj`ch^T6-l
zE<db&^ys0j;=zgGKDSnePprHcyX4#sp7j34!oWRs2Fun@yn6oJ^19%P_l}AS&d;2F
z`S}-b<*-wU^}lScS^GESJYIH=kNueB_C@~lu0C~t9NJXc;Zjz<<x%3>*(pD3PsnCp
zXp?L9IQeSB4dKtbm0R3yn#;dmm&;{(ZK8c))DbTA+a(<)vhI%ZLdWK{EPgJKldl_g
zRxib1%WsKeM{h?oY|&|&y?=4$(d8MQnHF5X-D;whmlkixI<=zWlh~{K|GfX0yxw|n
z;`O<AUdyY#ouX~9iEG!DpYi)Ebyv@?oG@WMqso%+^2bg{zdt^8p6tZu)3>J1sGli*
z@9dJ^*0;ZY%ztF@eBF-wCw7{KG+kv=+Rd@{I>(b|sV7d&eLE@T<g3^RtKH=dMP<(Q
zb<MeA*ZlGA9k;i)o<3wW**|^Cqq-DcdGUvfZ?wIT)th6>_E6HEIsN@Z5ABZ7;I_B?
zHUCq~;?8c2HWg(N+ut9#li5A6{>zjz8ScxDOt`R4cgp{dY_IGq<lb0hW+yezo9O#3
z^t0!@lBg|<JG<V>|C^or{x5e<=fnqTH|FeqVfODwhwc8qH@hR=|67^6INYq`9dkj<
zKMtks7Dep3Z7W$;_qv2BF8c2A<k`{_r!JNKY?y3)P4UvEi@$o`ZrD+}ynBnC^NL^J
zylYaIdPFbUEvzx4$m@)saNYa@wHD#Eg~kQ^R$R8K%(vtF->!9Td-G$(M^S}l$643(
zmc874{^F#d!YALus(H0ca{u*ha$mQw@Zjqf?zly=fz}fisH#pbeR+4u+=9gEbD}mm
zJ6^N@@4hNrk9on1AHk9~)p19vL{I(FI<x<7o6g;e7tg1#2u&`GsgS>Q;>4PgH#{Lt
zr4lY_jElZ!JeihyqD!{@yQ4b8WtY78&THj7O1mF#+gP|X_0dV)C2v;q8|;l+v!MTw
z=JE$#?{~aB*{2}mC-Zafhn}CD^9qd*t>v3EY2rc#qZjUNPSsW)%a5IZJ#CuQ)ZHKI
zKkF^rwASKN)xzb^-K>pNy=t`WmcLoJ`h)&&ow`{aw-oMhrp*1$eW|{xbowlzJJAbv
z^@RH0@87?vY005?J-dD?PU^N==l|&Y&G>)puh$;GwXG;XAn#<ssjabT%FnL_a9&Fk
zlKk0Ww|HXoKHlxI7I#!uZ{&-NZ89s;I&`=2Z|tP5s^%>#BmQtMTR-uO<6@<4f1P#<
zGwEvbhR+wQICfT{@X^X0?LG%0Z8(&-3p^}Ix;o`;<g6<<IVLPrIQZ53qyBFJ0SoTm
z3L(AD*At_!)PLei?f;|iD;;*^yjr@^9TSt!Yot&9xp_x#Z`HP6yIpfCUiv4rOO$-{
z74f&XPExMC6y5!E`|aD;zMo>tJ)zR$E$5<gJm~cN7r~ri)&i218MVh1w%4}n+%CJ}
zIZfw&Q$ghgHvd;UuJJlexRx)`*flp~ZG=zKcBW5ie$FMI7FI5N4a$VO`4tj>7*-rR
zuki82%a(2HRd>|Ze$MVMo040Z_%N_y^){~mm-spJV*2LI>z)|fabb6w@cwm&zL^L8
zJ@tNN#iuZ*RMn4DV<fF4jn^x^Zi+va8^8M6t$+VcPpSE0wKI9S!Jqo~2S2#1Yg`rc
zP3~FterDr}jO**CP2<@d>fI*4SZGa|(xu%Czsh&t*(Vga?dyk0I?+nr*A{%0YkhI8
zF#6^TKXJ)sx4_+Xmj5=%iul^{+MaWBZMin5;H!*N!c(R-tG>NX6q_r~5+Szm?dy-V
zf6dZ<n)S?4>gl-=%erbyY{ql3Q}g$<zM3w7@SE9@(4y9L6Yc&gZPMQ@ZmVf}OVD*{
zZrhC?pMrmAds!ykQ(p2_R%)j@Kbt}P9`T)d9~aJz7b>tYJol$H>*NOckDtnVIT!s-
zkO{YKGkdh-u=W-)h1I7G{(sF*IlGRp_vYob9TUy(^;;{q2RO&3@JF!htm0SyJgNGE
zQSroY@7ONR{jBDYm2fRA==ZC~Z}vPkSv7yR^yZrCE&Q7=#Vt9q`-!sGJInrA+vgq3
z%X)Pup66R_<^s;3<>!>rzpcMGd3WCO_hJi=Rqa_CEm3f9>yw_DG8dn3GuJ&DcWv8V
z?XQK)ljayitA_tx=(ge3Opmi}ukHCFcZuyR4!&(K!g``>Ek}6L=a9tXa}RLd{F%Zh
z+ib1Ot=l*IrzQ7qB_8JgUH%i(q_;P8sGfB_7Z%I=@9F#p@gF5UI+d3jy!)2^+H1|R
zsH}gVHB$S}FU@>>>RkQ2y7>Z2d~MtBtd=_xaJGbz!}Q9fkWjz<#p@1sJPBEuo4ogz
zz_(5O{BLbGJARQ7$~$?Xk$aPswPI@e+CROyn@VgKs;@u#@7ddJ^$uPFGb=5g?Gy0Z
zH05xb`Og)9F0Z|^@6+#s{|hRT+PT~AGWV;b{&H3EwP3Z~TD+F$?W;eprv?1Hv)4qY
zMs~O6jX>2Ifr^~<BFkjT%_^_kELpbod(v#RG6R8&yR;c1clAA(t1f$Mn}v{v&r!qY
zg<m|=-Ty?Cs%5dPZti&EvxV{T#MIdnt*>qU=*W<-ylJCU?w2omdk-z!%W=4I_x%hf
z)z_J~cB$3vI^bM!<?=R;x3}8LFYaautL-eXFx>R%V$8?A_0j3+m9JOSe$FiW`;o2Y
zw75d9_C79)sAa7E*0c9mel|4vyht|CM{ri#wM5=!-_QU1As;b+?*YZDTQZoEkID2%
zhBq%0yCKuzwZUqFhnKr_g~*hA$7yRaKR-V4NjGEW&y3pRF27ZevYwsWvHCp+Q}%w&
z^{2XK^Q?|6R;<}j!hLW3eWed~nNl=5CQj_0Hbdy`iz$0=iro|CzWMdX*^s@T+|Rt~
zDo7Ibf4+ppq<728%_nw8sfKTKGP{<v?}K*AOT{UhZY<!P-&A<<Z-+{#b-6)SmjP4C
z)3P(m*By`gP;^^vK_xfS^F7lA@3Oo8etLxW|MvMCKbwmS>fDrwU(8yay{<=`kA2;|
zW>3pHv6GYi4o|!uEV|4sazlym)qES*v$xL+Y3cW_etF<-R2a9P_58f>JIk}yC3Wn5
zBHQ$RF6+Ht*Hk0SI_5aZnE#W_?a+$M<TY&)Wjr*w%d9{t<gG(q^wl<YhF4mS9UtOa
zvm&;|S`<|$q&$5b{f~3odFk+Gw%-B@xzd}9#P=<ge-!&gZs94}49=4hD<fmK6_;(9
zQ9AX?zTYy|@_RdX^~d+E|HfTCS%IgyXR<!8dU)o<n;RlBSx+CS`KtKj6zf{+?<x<9
z66e&i|5{?)xnA*F-(t57N*-bFkJLO<TjPIggX3zJiL+Xh-+j(Fti1ha`kl#Urt9te
zem*u&{w=lp*z-2uitO&57@Ng?s+Es?Y!0ihTsfOB&Gg#E4_9x8?EfcnFW<g<x6-#-
z4*@;%$mM4hpEupUF!|CV*@>IPcNQxjv|g_4eQmqd!At7%n;)+_eqiw_o+$6$1lI{3
z9&XYmf?200+zxA~<&fUWb>O}8uU8lPEd*s&J=hz|(YX7&!4lC!+dp|PNj+LW>FS+(
z2ftNk-ufWR8^5oy{3H7eQPqrfEMJa<xX5gO-C?qN<FvNc{7tV{-d<7jQgGI`b<U?O
z?9QuX%yTJ9yX$lA=k|rwlNQTP{ABx0e0@UgpYm@x*QyrO^DO#aAT!;z=Y&>I*^9Yd
zQU|-3BI6r>PLJMTS0l#vv`LRKoT<;Uf1!M}<Cb{0n2ohxr`XnUo36KKyr$TvS5{_p
z=T9KVh0B{fB??$Plb1h~G?YxQ)4v+Ly7$biBB_0K{jbXBAKsqCIPLoG^eqZ<=hr{0
zvRBrfe1|(<J^Ps`$8xVL$$pdjFZ?OqDE8;~gT>)O9)8CQzs|p)K1c5D32WJ@39g-M
z)*t%w+Gfr7`F2}WPP64cu#nllujj;x{%@x{w8LUmt>yPk+r|G+@NK}N<x4g0UAS<$
z*z<*X*AYW|#ljyKEk0E*R4;q0>&xdBC3bM`>=p4J*tW|5<^I2GX+)z#g{`BFT4?p=
zgBRC!{5kzzHTTtdfmLB9YB!~)3+#HWlJa$3^Zdz9hb?OLj;)DreArR;Vs4+;hD9qk
zwq3ZNcf9Jkr-Ad@{|wi7d%EQg%&3gr67P72b87zbl7FHmIyKt+s#0W?Zhn%NZgF<@
zKYQ$MvBA7V_s5b|BI_O<l*o+C(%LvPG`_d|>-8(O|D<@k@2N-Z;>^6YdwKHXpEi>i
z%v8R}x%`{M?kQ<*drMK1J>lPP$1~~A%-%<qFqma5UiN6m!}T2{S4FnzUiq{z!^`V<
z;XT_0FC+5p*%pSWMJfuvZeD)z_`FLCXFHa=_RUe+75g_jXaDqLs`HOLf3@zKP{X}F
zOdEIgw5>9d68|r*YbfdNr^xx&ZSsZx9CvEl9_zg7o;RmaEPZyXe8<~tg$=c`yxn#S
z{+-_bVSRMl)d=~2OOM$-_q$Wqom-daxmYdG;5nlWbAL~n%c;g6(i^7Nb4;`OkUpDt
zQ8a%~aox&Es}C=5+mO__UhebH-3Ir6Ft;?V_1@HSz~Z@I&*psfef#Cz-4h;fe^c?H
zs78C=n_HgO`ZMRbO%ZBQydWHGXtev`J4=@E?~E4QzuW4ci7ixBS-4Z!vAelhBlpZM
zEvD$}4`Me?IF>s9QS@$!&C6tN79H&Rd~sDRUpq_UizWV+&3jJ2I~IDu8Wf6&`9In&
z#2Qa9P5o^jsQRGj@s1yiUnZ~XD?2fFme+=)*8Pm1=a(n%`)0s0o9~}yZnMU#{?Fg8
z3$XrOBwHKvY5mW(N$hEl<2Q$>MzSk?-^D4Qr@l*FQdyVXeY>2+=jw+#FM5@C3%G~X
z{YcLXd~^MUN9WVE$`Nr*^@of0tloF*_g!(5sW}I-Ryanr+}0_X+LQI(Ik|b>6qj$A
z#V6*PiYu!s-%`|EoA9sN?wPT<Y(-T-Q{5j{i*-MkcU)zfet4nKnh2o}N&71JpRMM1
z3|=5Af9LGt2>ad2w<aFfz2DV3<;?y`2Y%&;PAb)ia@#rUfBcIDJB0+=nx8CA3#hm(
zY`E1baF*hm2K_k!Z*O@eyq5YiJN!}n{+<KdN@sk%dZTff?a^1U1}kr!WlP_#^hs~m
z+%uWaS5Ix4>pHpr0rT?&{Tk74-|rq{yO=F;Zg#wj$hZEoBXj4iI@qQ9&ZTE_9`oVG
zpP!g7JhA`4zEgLjU9H^T8Jh)vW{Ip;u4t2UJ=oj7>GAgB59_1(qOR}Tw(ZvUuHC8$
ztba1{JS?-^eyfLX+xxsSdS0;ChBY6Ko!lnsx9CiQ#l%(X53bQvkBD>HP*eS5TQT>+
zxzPsF*&AzlZ#WwNk(wnReB?(%bbIzct$7wDGOW|@dw+VNd9lyKl4VnpcG2TWf9nHt
z=1H0O?Q>HNf9s+evGLf`gBE|&IDQz!|CXKc?BDtqQYU1yH;V0PDLl6JVxLW(D&Jg(
zgS_=iQvOZ-aeaM&a%8TGs!IP{w^M<}xBhPYJ3B1k>$&0^zI86e)g_rTZ}{51QL`^Q
z(EoJx@l~r2Wvw~P$2#HQvJdZ@(tbEb2_2gDWW#Fpkm}8jJ7Q8~>cuL>@Aj=;;J-yV
zh;QQFZ`vtu*D+s<%UoR7WcRQqqg~28q)D_pMy|&=-}PE}QtglF%>SdklWM;y{d)3Q
z;HE3gc@KH}13z6b{c(NOtToPR2Pa<bU1Pk?^>xF!d*||OCoEJDU2oH7@_n=Op?jQH
z?tNeB@~UA8@3}cOMd$ZTTr+d}%5!h#PE1W&|C4E!lf9j-hU1dw33G~MSHzXSb&FL?
z3JtP4R$0EdcV^)O(|b}Ua<w;#?-hL8@i^|$22PQ)wM^$HZ1kwUe=D!l`U9`;gu+Wl
zRrqG#P^_1>)$ILq^S}E!$?FSt&gIaZWAU~)J9F-WS1Y32nVcpV{gSA<_fckNdi?rH
ztNpyp!j!MqZ~k8#*I@TFX3If$ck3%V774A9P&48#i21{CYr$f^J*golj{N$<no=9O
z#ksF~USqPxtluo2%Kdp)&EmW&SdJKH=*%?Me}7?Wb5)Yo&&}_b-QHPzQOKt7PR**v
zp3+~QgcP0MHSdx2KetaWlD~^A)|}gSXQNo;wx7p^b);QB27GxL-mp$>>#fON8<OT|
z$TSq5ta0gY{Jnnx_XcylV{tz-w;X;eB=n1CdB(fROMEN@Eh?O!tn=|QxMXy~Hec@C
zop-YTYIdp5%oG39^vC<XlfP%U=ZA$^nKD){IJ%zyo!O*a*K6#a`{DM@o6^%1_HMQJ
z*#K^Vl$a{*&);&m$6D*)E0!()9v8&?QBYd`;kdp8(}&89;(J&YI)E&`W6Ks$a{2KR
z+5g5DwtSefFl77t`xi_$rN#N3`XQ|RZTrPJc}3^;^euWVcWh>SPl#vOY7glzQ%Z`?
z{fMvncfWgyubu3}0yk@&rv)<=pDasF_;<qGk@Hr^$```td&;I1da6duZ7Dm_De?Sn
zvxn#Zk1P2ZzjgI**uJ)_Y(;FF@$!yEujLefFArCWSyvF$xa;k{n-h%kq%70p+B-g6
zX}-W~w0y4n$K3N1Y?7RQ_?ce%@i<3dmfX6nyZ){hIakRLUUxpjed!kAmunsKBL6L3
z9Ij-`p8V|VgehWg4IWRbdp@`Pp5$AFDc3IU;%95;uD<%*{*Fu(!#_8dFu_|BJTLNX
zJ$>Ph+$47&r((4S(YqxiGklwG{7}#JcwyP_&is#Dc;c63axs-hRr=>OJ<VQ_d0Q&w
zL`eO7v9p}ZH!o1XoA!6kpPSzwytL<9xH@&}N0(`9j#YgQ%=q;8!K}nHGn(zbKKgOv
zlos1cmes}=O}4}-AKbR#dM)d;t?#9eu{kkr*|=QcPUpqGZKnnJ)H|JzJwBs(WP2WG
znse;+b?n;?PMqj_aV!5sn_oLJ+?yxP@jE4W{P77rg$<>qX|ZSdZ=05=p1r)iZwrr+
z-wfA>SNSK^z4^aFw5jk^+`srWton_)Z%frP{vJz+sjydy%q_kW7}9k0<_or{{e}-#
zAHTQ5;?BXU_wTOmv-;vF9C9$Jh12)&<#daAc84=>ZEFko+4n5o#d;IR<OP*NC-;Bx
zGg=-iV61(<<*?_YhKnk^mRfsc&z<wVp=ca-sJrLc5wGtR9<ugx4{6sspL-c@D!#FN
zDf7jxH|Fo}*!yR3?e<U)pJO{7T+e8>T9(@-v`lEtxf2D8zRGv6(RI&@+xEPUk)?UU
zv}U`atTQopb_s>o`A>3_X$}qdOt?KuUgbccZ&QKQ%d&IlPg=gNYI)dE=3@Wg#5wiS
zJ0^2>+H$<R(-Il%cUtXg;cC^5MY}yEZD;=Re!uAUnw=_NWMn?xvQRzL#JGlko?Bkz
zPXD7@?S97e1g~ee{dRBhN0+_3tyV87>G}Mgv7Y(bbNzRpwX2UFKXI$brD}VI`%TrI
zyT32~eO~_P-DHNR`hVvI_=+ms^OjNJIIK|p?CFzpv$~&^xLYs!d&%Zx%G?^xlgj-I
zKb=iqQTKd3OZn6z@t-f=RSxS^;kE5L^YZy*qkk?vBBrWWLQkl@-}iTYj)3c5gS0sI
zb1fO|;@?}Qtm^hpSJU1mSoOv0jcb1EeHS4QpM#aBy)%@TyIJqi^Nms~<-VWt{Brrj
z=-nnY={B(k%J*L=D4J?oY{t6zy`#ThcbUuD^xGBT`inmG+6RCCncbpw+Nyrh)jg*h
zCQftw)Zv*jr$A40asTU>dhw;PCt_!FoU>+&3>4aT_~oI(lQmx^KXb9(qUYF~P+Fw4
z+q%zNUP*)}LH~dLk3$dE9*^4`pc)aVR?@s>ar&co_vXje@9v-Ve_zMj&qu?HMI_hd
zpR)T}^hy7>XjOXjyS14rd~)5(|9k9Fk8`*heLm>_(c3KAUK7mbrauX63(w<nJ{)>w
z@|2C2J?0l#bu#z6cn5ID?b3>j7K^jxP;ittX0H9T^CI8s(*ep6g-&_#zArYe-Y~sh
zM$bg9-ss%ydF)$f8K~W0)W7<Ezr#)Ycj_BTV}G1GXXC~6aH>aV=aYG*wmUcHIelN^
zV!i0F+F5}{-PJ4pehJO8uVwu|?dpxj1dEGZTla^57Fi&Wuq185g>sdZ!hTAncS>Sh
zYpqM7m6jH7*k9HAp!s>j`EHFD&B^b$Giu%3t=H%|t40*M<VAbF=*-?Qy{<*$P4DM>
z{eqEMv%4c6-T$GRdj9{kS^e>cK2=$t=Q#P@Lt190<&)R~?MP$&{+F{>Z{wPlzdZ5e
z@hkOz^?JSSRYP_%Tc@;N?{i6(+W2#F)UAhSSNBfgxpS1+Q_i#%6gV$TSwN#o?Y^Cg
z*WAwwRy`5AAZwxbTlN>{bXV&odakMwg>KW<DSui1dgAMS$3C7mzwoQKx6I?z_Zy7z
zTj&36|5R_=l>b#}NoM)H%)`&j-g5qJ3pDsG7j%5S#CKn=)D@ivzLlEj{q8yTe&2!J
zud<z<-ro54-(6*o-ILdT^V;=f-hAEj3oC6TGH<GUk@LE=p;Lu-cE|3D1zJ(z-%eM(
z*L3QSYppx9)Ix6_zh3AKIZv&FUCx`b*suNeU)(>tQ$tSdZNZek9HDO(d|JCd;OnpX
znOb*c_8DJWw(wh8bHPpz>t7<D^!Chcx#zrCHt@*FfC&Mqn)^z<Kdg;!tAEVJG&@{y
z)!GAmKPLG4R-647li9Oy<(=2=pZ|07nv^rmvKDlA(_1IU?D4{s#s9vb$``37Wn=%V
zp_*%xbZc0DcZVD3?ctvoDe$&nm(0|JqpPQ_+q;TSd7Ecv{pIqIy+3)b%Kw`jP?`B=
zZBn+})*{g_D$m!vK4J5b>5Gf0DC@(E9-H^gdT{P6OL^|n%<ExIskb>orzBkqO)|Zb
z@O!VvX_swpIP@GicujZ{cU+hpWH{-v;ib)mDbF6B(K|9TyhnS#dfywTFH1yBrmNr5
z4}ID5=c~u%kh`}QyQoHV2{A88eHgvDV^#UQ#osnx=a@RZMR<0`xqYVo{*sz2m&n#?
zS^h8PoyWM!;akFzRK@1HHvz&%B2I0yHq8FxVZ7yecmG3&V$}tfF&u{*3oHcr!goyb
zHRTAKvSWdej%%mlC8Lk)<NdzY|M$H6eEsDuwYFs^y54AQo5nV^vs0yij?Xv$^(vKL
zHfF4<a}E?)dNrhJsm4YRuUTbz%l@4%UlIL-?OtfN!E3FFVzQHS-tK*3uiO1(;_(R|
zCl`Cj)y|2UxlE($5}Ve+peYjRKczn8M>!sT)SnUa$?%`Aw!!OF8=BLKZT&yn=j2}c
z`d2hd>V@aZ9lO6PSDpz8IzGQ+`F#(Q?W=wVinwNKPfgJDQctRU%{eXa(C%l_HLs^V
zy8lJ?;3eOPeQh7KwgqrxZoHr3ov~o&os2www<xi9j~pw0^{W-0u&~+Np1dU8{kN)C
z*P<h=U~^P+xo_WYh>UmLkoq;MG_s=P^z{bWFYWCsOk~f#<Xa!+efH4Asr}mP+0WgP
zdvWq*))KEkk)_NlSiA!tP1v&bLzgKhhu}Rk)pOEKATx!gCTMmo(&$>W#rW&gus{*l
zK#`?$SF(81i1pY0U1CBL+gD?L1_lPz64!{5l*E!$tK_28#FA77BLgF2T?0#91CtO#
zV=E(bD^m+?0|P4qgL`jEU!!Qq%}>cptHiBg{l>H53=9k!a2rZ8b5n~;5_1c1>-n+d
zO$P%5gCs~#aDG}zd16s2LwR|*US?i)adKios$PCk`s{Z$QVa|X44$rjF6*2UngB&z
B^@{)i

literal 0
HcmV?d00001

diff --git a/slides/src/figs/mem_cp.png b/slides/src/figs/mem_cp.png
new file mode 100644
index 0000000000000000000000000000000000000000..e1640ca99a366cdf7ae69292bca37cfff7a31875
GIT binary patch
literal 64423
zcmeAS@N?(olHy`uVBq!ia0y~yU@>E0V4TUp#=yW(v~c4E1_lO&WRD<U28Jp%28M<f
z28Le@3=9n~7#K<o7#Ln9FfdrnU|<k0n6oR;hJk^BEy>&6h2cL4F4((#G6MqxXMsm#
zF#`kNVGw3Kp1&f6fq{X&#M9T6{W&KKudG!`e2^mpLj!}Si(^Q|tv7eeD@3k;{qXVq
zn{`$1IXpd>T;A{HxNLaTEa7oqbd}6;)u&q@tGw&<zT;7NC+YaH9c<zTGw!X<VB%C+
z80WCpd-pA?_wt|4`8$<xm$5$oZ1daW*4(*!jc?7htbTT{STr;=v_;^#YiMXuQBlPH
zI@{=NIS)TPJUnIEw508~KYskEsHD^+sO(m7+1K1K`<l+5zkjzrpXH+_SNTNn*SEK)
zmHTZTz48@w;!r#ys-dmjUHSQ0U`$NU*|ftC3$|3-*x1ZTJw44Z``Q}$KT-L6KC<=O
zeBu!6UV8U0TQj3;poCqG#p`Qpl{GX@T;1);QP^s{V;7@SiRjInH+5onP0`=?qv_Bg
zCnY5%3F9=LZgG7zH8r;8gASFImhF79k4~!3Px<-j>7Re!_ov_3kjPN;`K)=(ub0dJ
zJTu>4_;neFVvE2dE>T(8v#0g<`_$Ijo;`bZ$&w`>em<Z7_~lE_<YeX0(9l2c>;EU;
z+L9^3BmO^h!NP@&zO&69K7PDd)l5lQdFShOyFI+TF6sUF@#Dvis_7hx>zF3p5O^eW
zCe1j$<|C{A-Y-I#nVCn99{u=YaevWi-R%=*%;?y@y}bSD<x7`-9Jl{>(7*my@Vv@r
zl0w45l@D9RSFB%O{`DEeWnvN%Cz@Efx9k_!iEyZ@vf||A%(=5;;;vm*W_fo!^78a*
ze}CKi;<{zQ0|vhKX2)i>jm6LX7}CznIQaRzeSdp<`|9#$fk#@(oxF<Y7H!-(ae7=;
zr>gg~3pZ|@n4%f{<8}Q1Q$IdFKL0~TUtiy?SL&#A{+@%ARJ|*{Ty*E;<9l{uqVl?X
zGKwt%PBE!9H8mU@90_-J6o!O`ZY+Hr#>K^TV?*L$S9P<H(A2xTN@I%8ny!i7?zh|C
z#6)DS-}6_#VoouwPfjQwku)(k|9r;y{D({4`WJ89IPvA><;v%C%g@cal5zU{`TqNV
z-<97fIL!Oz&Q4*?bmbNSCywxd(5WX*csx5ho4w)i!-S(<q9$f$aaVqEadDkEeLDHn
z6iuP~9Ex|ERLoi|c-s#j-2eY?{=c8+>ytJ{yturaUw_{ZrM=bP_bvEZQC0QngmQn0
zSEC-t8y($CHMokOomp7@{T;)b+uQq@+4*9w?An%d)5*z+iIbC4wret%VvDv%l5@x9
z8+$5^*YEknrK_u3QBm>X05iWq(UTM1QQ;9068ttF7#bTJ*WJ?r85^@yhL4?@jpxCv
z>~)L_wr!ghx;iYjpuhXsv$V1|HxBkl8h`lmrQ~ZGry`3&C$FN_inVK>UJZ|5x@HYe
zL*n7KjTsjg$!|I5Ia$px?Tkct{wx6}4#jmrt5z+#{BnkUy<J>f9K)K(&25t=P2!I7
zkBX8~o7`!bd@N!6?byAMP8^IN*YaIk8-4uQ+1Xq7KR-L$y`<y|e^h!xf<p1LGlgH5
zae|V$mU-qSm0#cA^B?&5`1s9TrLS3S>)+nm+9Pe=w_t%ncz&0FQ$|Xdh~h1SnLafi
zkBZOmQCncDXqbCzi(lmT7Z(?E^72kqigw~qY$=#IV}?Z9`FXxsSz2P<t?T#yo8{Uq
zRyt$fzY@QBHYYbGAFp`SscyB_mao0JtBZ?^n|tM|Rfi5AZk{ni;?bi=cakL5pG{l5
zWy_SNCZ<=fUw{1iRn^XJ-i#SDKHo}r>NxEzB<-|i;^fJP@9nMLy8rRx$1iVgPG7!e
zcli3amiG4f<=fA$TBWsV^JYygtwT9x!eU}>^X+P1TwL6Kt@TSuNa)e5t=o1->WF=*
zvYj|_;w_ULUS8fSSFa`-&HV7~o0^5ik2T@(A)&5;Q@HE?IK3AK6-!G?5A&LTIA{Gn
zAU5{wy4c+w{{HD#Rs=q;xz{Ia-O<yt#DBh>{SMw$tBO86aGa(aeXNn0or8;OQS|n_
zEnBt(goL!LU$1{XzTVdSZi(>3i4)(>n>~5*VfFbnO^Y;s{P^+U>C@I#t0Hv7qN1WQ
zGBXnoHnGaST3q}0>-8nemOXm^e!cDTojWD@`T5`N`FyU-wnUbXz54sRr-%9NQ~v+^
z>*DHqac_0`s@1DCH8d9Z&$qi%e!tddwi$1;<GvuyhgqLAMHcm5xe~H=8=FH?l9HmL
z;@nN|E?fx6+wqWX?eFI^MMOn6=G-*8wl21N`gHNV)!&a@z8t(e>cVn=`FA^?%c=R#
ztGOkdSyg4Ve*Zr!QBhG76O#)!Zg}|m@=jLwf3|k}y+x~5b)C2WKWDCWc~Dqb+tH+p
zLh6^7`6gdn<SKhBV{6pU^Y#A@UtH||@$1*4w{J`Djq5*~b~wi@*=XjAi;LO!|2V4u
z;rsXN^QKRqe%$)~p60V@hmRj;-y7F|G-=_=m7PzXq~z`UnHK(UcdLL?$LdQH6rCmP
z>um1V{nlN&bZO1^yXDV)a%P-OGt0eo<ju{^A3uEf;kf?(ojYf4=kGsz|Np=8s_*a4
z{{LP7zkg%$@kh^}x8KcMzGu%If4iS8&*#_AdwP2M=Qo?r8`b@(c>D9~*RMJE_s#9<
z;wmaG&dkeW`<EYe`^XU&HJ=$59+ny#8&^K=HD9r24NFvdS7%R8%9Ry?IuRQjqR(ZR
ze0nxJ|I;b$^#VddhvxtLqQ1<3e&7E6_Gz1E#_lfr*lz!)(fZwvX8S)6`E5QNU{2rr
zLZxNL7nO~QF48k+&b*Oh_V)dY7a29RwbrS3@7=p+^Y_c;^s}$l$M2tK|NrOtD_5?3
zn0^0G+t1I>g~i0$;?^I}Fe&=+Au+D%rRuvqpZ)5-ZJz%Tq~O7W2W77}+{}^ab@NdZ
zj*N_)GJQHTDA6wSo&Dqb{(r76E-dBuD%G3Wcn@8^JURJz-^Xva^TB2BMR)m+zwiH_
zxBK0$)ptF2EnMh0d;7l|8<TJSjf;!pk++-E(9pmayf1QX*rm&tZ*E9r*45Qz`0@L<
zam9y(Ha^)`v+6eqIB^tC{rvg!<2LEMgtN0uZ{(PTt&KXWU-yw)NlEG4k2yU(JXzV<
zGc5`q@mJ+8zIY=3-zV|7+OMI{&doh-|L-GzQc}__-N*0Wp9h5?DBjlBebs)q_j}yE
zn$Nz={N{2UxUkUq=c8`@4N+@rzTHd*Roll?j07bmPuBnc9k1pyqu|z$w-4Lp)BgPU
z_~*xQdo_Fe`PJ|DPH&g1>iF@a;_acHqe%~+PLF@4U;mT4u&{8?*K5&lx7|E`ynSc!
z^G9#ro_)Lh{<&a(Ti1vPiSPHS*RTG+)+y$0h+@mCRjabhW?$X?ZkIRfmfMT_?W%6Z
z)gSE=&5DVcBPB1tKJUhchdrmKPM^NITTD0TYt`PW|9`)){`&RnTe<DG->$lt5i)z$
ztSe7XPhYL5sHn9-O+{tJ<72(S|Np+PU+uPd<Ke38tgI{Saup7&A@=t6U-j#Mc4wK*
zzWsLovu9~rH*5%q-I6hJTfdlo+?s1wuB=Gg99e21BYP_-K7PI3$0Nd83;1NMLSpw;
zZH<bKULB<~?ew;MaBd0p_3gE){FL(b@Av!p<@I@a>uzn&j~5N7t*yPfe*eE;YhG7=
zJSu+m`TY8QcWZfhd0(xG+`MJRgGP3_fLycNlGh&=SX@!{p0;A%ym?vY=h<G}vSrKW
zear6Vh5!F?+<sMqRnid-Q)A=JhmE#w-TG=v=H(CvUOv9C>+9p|ua!pWh?O2}Vg(s_
zW!0)xeEs^-+kALAI0C*_?funX|L1Yf>y1%sU!AZ2S1cOP&Lg?#+4JY+um1aT6efbI
znSJToZ)av?WR%bE??0bf`S!|{kbn38|E`}hWy*&Shxv_be|<65la`b`IoaRN)5(b`
zfA3eZ{5>DtcFz;Cn#(6IFaPJy9|_AMm4yozGEA8^t?2Vv^Ut5>|Npb)_SJ2xQ;Um@
z_4j;WnqT*8<+mNnm#gpFx9`h~i_P=@|9KweKXKM9DH|J`4`05#2{3kEepygL;>3-O
z$uBQ1W<PKL-=_H48AS_=AMEAHqM*v*sJDkl!m%Dnhiv^WQSGpVtx^8Fb3#K!+xcWK
zP1_#<YGrP{9(OotW5M0h>xKyj8aC^#zx;B?-*2};2D0<ZJ$YaMzq;Lwjh%gS!9%An
zRko$2r8Qr#hNrJh4~vfWPEJ;~|8=pSgPS}1dxWPa=lXrWw0e7czr4KM{(AlXe?6}a
zC3s@W@0R}f@uT3&i@<AZqp$z`ucCOQa`KTjf!sM(QyvwGY&V(dv**((?Ub~%ORK}z
zZ=UBemyJ*61h4s>hP!#s<NyB>|NZ^F{o5j|xqjMWx0d_M=k5FXY;#_4NQlV(KTq{P
ze*U}|)H;l>n|bHX9lq1OvewfIA0K1fQ2qU#@xFbRCn~$oFv$#Be%1igI_r>kTYh<C
z!a=6oXA{rPHlI9sa`COy?{984@856V%*MOx#r0wfnVK&b-9<!17F>TVX`I$0ws?-O
zlT*{TUGa54RadTDDLZZFw_Dj;lit6+w$?iL&84zvhTI76=+)utpM7|En4w3;a?-oI
zyXSAs{rmg-^62e(H{O<Q%e~!pG->CHzsfB?5>+-T9{FBk6}$V;^oB6;M?trCm+P+%
zU(XihKOtAUXnyA+jUHKRF@Ao2FE6i%Z8?$cOL#8iWkt%%%iGx6p5OWI<YaZ@f(H%@
zwhFwQ9$$Aeab`mUL*A~JYCLSrTeoi2iQo5U%X<ER$jFn&dZl-MJSM$#!!!XWj)!h;
zy;4ih$^-=j9BAW}w$e%7d=u0k3SRE_*YWb~c@~9DUteEm77!6}iHW&WX?y<sd4KPy
zDO0D;-PXIe>g%Ih+3Q)OxTjmkKMx68Jr&e!(hOc!G9&Y7j@jnK!)$A>-D+TDK6i7s
ziHS+bYW_(xXI4f&a#K9=(lg1q<9%gCMTv*j94nKhn^&$n_3P{Fl`B^=E^zOcdmg)H
zi+jJ^t%3=@v&{-WJvmvt@7hleUf!!!$riWEcl|Xee&+M*+gt7fx3*@VuP9A9Jx%w;
z*Q#|ppUv{#rQZrF(-WJTn|J>E_4?w=k`=2?ncuIu{BX|v$&(MCoUC5|q0&ZOz5UOh
zngw5zPTyQM!#=d4V#l}N_x4s>s|b`>$#RS9saRM@v>!eg9$)KPTU*=yH6<lw!qllp
z_f&qivI&cf^b8A|_N_cPSh$^E{@H;>=H+{3Z7L>w`BI`Q7!)7he=%cE$bT)xBbF!D
zXgJmQFTZ?oxxc)K>%~b7PoF-WarT+t>&$@ISl$J_FHL6pyt%#IzxvM=NxySy8X6v}
zr#_ssR>jP0TktpM+b`obZ`!1xt$lgdDyy$AE;hejx4Un#d;g^A(~r+G&Gzu}%G&PZ
z?aduu|JU^La{qksDWD$KA={Yhw_9~0H?<r(<isaqap2$I-?w>X@9rp6{`>p;dxPSW
zty(%dM{>-V7hHd>zv9}o?c2AD%@-9FO*ETr{Y6gFG)pA;cwg$<TU+1U-#>rK6p^%Z
zb8hC%oT?puX?J=4+VrgGvuDrVGTCsU>f(wG8$R^d1}*%`6p)dj5xm@QssDVt>1)kq
z3oKIh%;C6r?7~84PJaIDemSkJtyivI6%-Zy+I)TODy{tef6eyo+h_CTg0n;R#&yE#
zei^4@JeZDNzAU^qj(>}vZ&*ysoy^~gIyyZ3{QPUev`tM-uUxxU7U32s^6dQl^S|Hk
z_jh$=jj#PG3hExKsJKL{nVL>Lbja!7pXc`FQMW-Iu8WnECQX`QRjLK5u~x2L{rGnN
z{?t=bG+&fhy?Xun=H_&M``<Uu*A?8|`0QEQ+d~&y*R6j0DQ)x5Ev|md%*>HH3KXTy
z^Oo$}H!pwR&$i6V%Q80xRaRQgHqU=1zW>M3%=Txu-hL~49lNK(@cW(O{%gvQV{$)#
z_+arqZo5;*Id$j2mW<>B4U9aJMlQdt_4WHFO`7Bvx&3O^(;punzxA6X*8Oyj`kBuQ
zS7j~ldu<}Y6Q%H=z~WqlYVC~;i9WMTI2&qzf6HXuIVU%2V-l-#JKx(2lbu1)`|jZ3
z!_7ZGKhNIFdu?6p>R266N4aZ}LCud3@_(%U{reZSF<|%II>(RwN0Tm2Qc7PfX_kFW
zr|SDV-YsH+rF^xFH@4+U^R++jan9PaXV0yxQN`EdxcT_(Uh8UTbSzk);F-noFlo{a
zfknLs4mjlP`RMl6yEZph*ShS@iz%hEebl<Tx?WseJ-uxH_U+}n*G)O6H|zP~tgTs>
zXTB`i#VxhEO3!U^;OaNEuR8bX%FD}(=|;6opDym}>#GyLFNQm$tE=nA#$@;1e>Fid
z^xYWLggxX}R%RBxJ&!eNGV^3LU#n!90!1NV;jQylrfr`2?Af!=b$Pd|ByFp|*(CE{
zZ)st9c4j8CLtfrGGuG8NbFQ@=n-^trMN>tkMb5S=qdq(|G<MTp-If<Mpb-lZ^E(C1
z%5FUjQPtXOqPBMJ+O<o5&%K@=9v`*f-77EE)YfkGx_=;(J9e&Ta`NJ793MY_RyH);
zc=?;7r)Q_xG7~eiZ)?69F7ugr=)u8e#v2<Fo5L!y-`?8V($;2_c4mfO_H<CU)+#<E
zM5OrnIo2rsIcp*|HYFeLn>c%R^{vc6eYf}b_HLD%!^_J%W$M(q*FWc&Men}1Sy;`-
zB00%9P((~8!XYC=gRi|ARB|p`rgrJ_<&!5*TIOC1SbpI`z_C8r)qm$spI&}UZuRo)
z<jBaGWd}Vu3V(tM&)_4+j(vL2%>U^5bM^!4Vt1dj$i30}<J;|gNrMCiPEO8SwfFAb
zQ&CsXuAe?-%AD^LCQVlN&zgFgomc8g-rnWK`yNN0O*3Zam%H*$&bG?r?ygen$Di)*
zDosAv#Ojc(-y6C*?Bbm}XI6!--tlhNYYq;M9|wQ?fzsdfYkMj`Z~6Rpo^3T~q{s36
zJX`CxhdjT(ySw#B)6E<;Tid^T=7mQ_p8WXuc;mHuQk&DxTD|_H?ADWTsD;zvwZYB3
z)!#Q2J@o>OqJgT0Uw1$~1VKT@0|%Sg&+oo|?BCztl@A)(^<FSd6<AaZ^6KRsFPF{U
z@%>(P<F%x4P>;^l)m41&KIeA6jhUC##Ps9tEadv}=H}+Dani^8<(Ds7^k~nunbW4V
zolJ3Be|<BkQeQUJ*z*3%xZ>hsPft(AsPwqVEg6Drhi|^-i7&rfdgR!#MXR*5!`D4o
zy?)=Kg$p0fIoK}X#G$CCyZdh6%^bVut&<s<*)qhV{pMI4ydGbFc1`4Ft5S=Xcgydu
z{rV|pcUkW4NRM+V-{0L$Nl96t!S(%ax%}T>U#(w%`uFdjPRtGget!N}uU`H5zW@K(
zUteF(w6FgsnO$trD{0(zJAc1y#$3_7x3{)F&zXPt;e*Tm_Npc(A$rd^9y)<iut`l#
z&5z6T{~hr)zss`a+pUUUFPHmUTc6k&5*GI9&*$^TnU|K7?KPhB>-+oj{q=v6ORQuq
zEiH3yZhAWBwT`}i`qx)i9kQpNiO%2qb<e!wbxS%|tpfEzM8w3HHe_5>TIMse=v?Xd
z_xI<&yu6%wZR@drzpn2$DtvULEIAZhkN!+eO`SM>`tf^vtIyB6^Wo#i%<oV4*Z=?5
zBW3z(&Fiqxt<HfZ>5UgIdwO|+1}0UMl$va-zkPVvE<f+<A@9OML+@!i2UCm+ANQJn
z0ySmVye^+*n9NrD`y1<n)$8{;1x_&*<IO#N_;B<6f8VzI%(s)>eDh59`n_f6=Bcg@
zTbp!$U+teS%kB3r(9CHSnCt!jO0d7}(^qaB5BvW7{VQo-XR~zaQW@*Ap2O|@!I6<C
zKRi5qes@5+rzdB>{XYw_?$-4AwbKq9IKX#Wqw7!uBeRB%&J)lu@02M9rLV3Se><?@
zX3m~}zh3J^Z|ga7#3io!?bb5mom)cV<IlIt*MSBM+!hP&zI*P<%HZ=AN0UB3J8Sdt
zh_H!?Nx@mu>mNRy)}O!eL|AmyUb($-=TA-5Hk9gp@wIAR-LIGOHqZBh(@@XZw8fh?
zO?vbwDQtb*+2ZrI$3H$ke)8P8WqbC>#K*^%Sjl!R+M=Dnx0co9`np(eS65bk`#%Pg
z)&29n@3@<{eAlj7zkXF^Wo6yiQK&q><`ZXcZ||+_?=LU2^YiofxGAS?mXw#DUv@b0
z_t)3%B_$@BnwmMcwsami;PC7F`}>M!C(oRD@_qk*TWRyWl!u2}|Gdqww|>7vNkgOK
z&>^R?cXv8ht-4eH|1YS?@ci$ciOTMiCQm-RE_U~c6DJZbEO2yjci(=yZ`w4meSbcA
z$5p>It^4<RezvQ3tH8R2E1uuBkL_3;Qd(;2Jx%A~{r~^WLqkJ-W*9Vrx~`JOX#!GG
zRkxm-n3`^^{G9gh-}n8(Qc|b7_4ierlae^6a$@=Xx>K+b+YUkHTd^}&tXlPG?e=?*
zj*7=GaqpMg^W~Cv)W-FfHMO*oj`c{Uq^DnAA8-Hb%ge(P6rC%6JZ!(M>L<g;4yutK
zw#%#8+RnYXIsNnY{eRcSF1%d4a^=dzhlg5oZg1<ooxgwX_xtt#dyeh}RXc^5Po6$4
zykGl$;{5sk&d#7w0SO*989w$^tAr#ZI@Yh(2aPxQ+y5<TU#M39<FNdXU$58ye6@PL
z70+)_0utZ<gVoj5HDYa;l$2CPPR^Ai(a=y%KE7l3@5}FvJKw;_T=9PIcRy>F<l}v^
zpf1dkB})v7o_M64o8wtiW2399D`QpC0V-iHT{=|z{qAx9`d^nfiy7I^y}P^IIRBna
zO>J%D-m0&X`b=|Ab_%P5MnR6c%h$HFx3hyr<dTo~9X)@(f6^qOvbVR6o}8@y^QnHl
zrttyJhisruMCFE?IXQQCO*Ow?Gx_W5>&Y7<Kz+*K<$kFj9vnP!<Vb>n#ENz6p1ruZ
z7^Ldaqa-oCm=o*kzOMdkCwcw)_01(OgYMOSkBy3onqgCEbhwT8@bTmAixw%F<=^v(
zi<8@&cJ|T2b~&r`M+<Y4lHc6e_~-Nd|4$C{+b>zPsL6A(+Qr@F`8{sRpb3@P`TIbv
zmEG_6&7S}7%kp$xi7GWvQt7Y%qby(Zq0y|z9bBdO=jQ6J4qtyPX(MP@ar*S>({5~t
zT07%x+L<(CPft&uStctFU+8=EDCyJZ&oeCwliKxPfBpIuG>#UbBUV#WbK&(@jjlz!
z2RB5mU9qa`Y}(-r6CnYC17EMl*B_g=sJFNG&CSj2zO&6H&Ytb<?agg9x9`G*0NtAt
zr%Wli$9mzm(M%tk?{|t>SXe&XzW?vrqPET(Z_E1RY)|bfeQi<lLV%Z-SAvJl$;k;c
zZ*x7iJa+jxFZGrk6`=B&$;8}zbN+oh&`>of+nhbidH~#t?LU~XAbNYAin@C7<6d*4
zloJy^OL14Ndh{r1Tkh>+`)Yr$ShdP2G_<C+_T}yE`oYV55>HG}e6G{L`c_zav3vis
z+xh!d4Gbonoo&83`8eOIRjW2ct^M)qmr>3QgJnK5oz}<g)zfNdxK_9ZG`)0sny&SF
zMIF#Uwm^efiR<#q4`08&t@%}J&g<7}N@x10E!Zm8`Nd20&|c8EdUr^CJSfOP1Ec2V
zj~_mC3<(ht6cl7(XD`3?dWMf$Na)eamp{+hJbBKmD@Tr<nyTH|)%9vaUVi@jZm$Dd
zQa9fOWxmet?#CD1<=<YZ)dgiL#TJ3|qQv`?S_Eb-SfJ3<)O0S=`f>ZGj~`zOy*_v9
zl#;S?bNs(g)2ElzgQDDtL(wG~6n<KT8xMQWnKgU%&Arv;t5zB1-Pys{dLV2~gyVd>
z+H;os_kaq~76GS{W%Ad)$8bEnR+nLP*fTWrUfu6pG2N&mi(I=w&5(<E_kIei`)x=)
zEheTLr4o7&RCy`32uz>)<%Yl`uC(p9H{O1G;D4yreu=QvQ*Eoi1;oemJ9v3<rEQkX
z&(CMD`}ZTc>dT9RM>>UL_nriYqf^J~9<b(Qv)P*3+KYGWnDKt!@4l`st_7v<euDa?
zkB)GjI(>TM&79|Z{rvs?bF*%~ySuyivafljXD>+U+1ciw4>0p*d<V@{fQDV3Ds5iG
zQP_HOU#<22pJ($|tY5!;-8#O-7dsYdtXS2xf4{w>qoa$9%ZG#P@)uTzum2pEUsq=b
z8f*>-oysm>Gohh@q3r!V&}jaTtLy8IZoMA&`jszev>!B^)e6e{qRV#dn6Wl`I};=$
ziC68FTYa_bXwtzPv&Gk6&ooZwQ&dzG-|}wJA|<=OUxNGOY`a#iQc+XelyOmsjbHA~
ztFvMd&&MoP*{ImEBf;0#H;RA4IjsOKXe5h+rZS*W*z#i2l8P137~)XerQ?|clMz^S
zdeV`$ktnsud)3;tsh5}eK6&zF$1Y7!aPHue=yltcfB)P>W%mLLnRR)60*iP-VYN$U
z_Ss{gHo>2tpLc%0SFNe1S5`V16w-yQzd=(FAn~u)qAd#^G_0Pj+>!wb{0_b2SzAG~
zHnV2U^6>XxzH8U5tG+^@^d+iiYdiPWt*D}+A`LCAqSE3Pfn150y9|mgI|A(N>})=r
zPzH^Dr=5|QG-*=IT@~;=-@|vi-`lNPy}GlrQ_<4$=GC);PFohPShZ@`E<q=bLc>|J
zXMg<k=}^K1nYEzU)U#cDvEyLEfy<XKU-cDq+M?LW3o->9?In>#GlMw_qudq?b{}n;
zK3&|-&hGiwInSP@tqIe%v$LzHtektj7&K2M@;1NyaHHS#olom!_}G1YeHniI{JHS@
zYyHb{A|Q|a%*xDMxO6EiKR^GUKYz}>wp5$Ux%p<#a`2$%^RIKxb=dmF9)D?KX7;GS
z;=|XkM-Lx<Z1mn&ah=|z8v;%lA)!w{JUk5Q@NL>;B;pFHgW~p98K$3;5fT=*wmJT=
zV8X0fr;hbXuUx&_dHwa|?YBGo`_tdu*?HvHv2D@+E-Z9@b7$w|Wy{oFy?XWH_ICa9
zJB94+{PJq5s;#S5X@!I?4PPJUGv99Rj2Sb^&gW-kC4GH$RYY9;@{JoEXVV@}-~T7I
z{VBtlG~?)PIf=*nWG$?huUrLc>dY`o?P8Gxr3mR0XV0b{?Gk<R{Q2TlT5QdYH*Q3v
zottxVf}*qE?>Uc;_ixU-Yvtwbeew0z8#$mk`I)xWW`BQu&EB5l=f?*fm-zLos;Rm8
z=hyZ1zHxDK)@5%NtXade`l^?Y56|W0{_g{JpHAAiA@MNVrcIkNva$|km=wKUyWJ?~
z#s<E(n{K~dvSi7Iy1!LXQBejGJP|r#pt<rnmc{3+6O~(b82nm3uj-X%xVaO@!z!`v
z*6sJ}W*?WU?%A-x05rD&nkc=$uU1n-<H6qV_mu7I_Qf(COfmX+OgjI=`ue}!4-dB&
ze?DtIdCnZ4m>3yQ1MThh`^&1ozx(p$W^nbngU#%q*%<AxHK1wm89r)R+1Z|+o(tpm
z*YU{NNbJ6QuKxe;cu<+Fq^$h%^78(&&?PHZc23m}-;{Wm&F;qoW<FV~Be~n}x^2(9
zdn?!9*O%Ad?x%|PbiLGjdn)e~o!0G<vz^t|#Wk<;ndGclvm}hudagVNCEpmA(9nJV
zer3y5JYe)u6E44BYYrMBaBk;Yx^7)x`Tbh){QUf1-`=jaJ^rxZ!_D;hAI}({7Z4Uc
zymtFNPz-`*;@$gX9)7(ZfBf?0$&JkHS$hpOZQdNYIgR)AwY85wpSNGWVg-l1y!^Gb
z(e6%8OrYk|_3P91_y3t>e!oVTpP!$NS8B;oj&nzj9qX0;`JkEq#=ctX%gg=K4>T~o
z-F7_1Xk*Grp}4A-s>k|dPd_@^J<}kOY1JxFS8wvnnI~H~g+F}zR`zwB_@h&cxfIt`
z@wGeGem-k{wV{FGYr6gKnYZrTx%2KLX#S(IvGLWTqursKZ?0LjYSpbAv#&?R<3k=l
zdUQp9|DR2Vt$N)S|2iH2FX-*v-P?DSz7Bg^xBKookg{fey8vFcW+^$jb$0*%e9m%q
zcHaGb`SRtf54ZD&FJ83h%KCl3R>el=n$3<12w3p#{rz}eF0LScdAmFBcB)PGtbMVt
z{mO#}312^-w|~E3ZT-K`^RFH_;PACue_z4Zb)ed6UDWEZwL!Z}UoQjox3VH5BX=JM
z^)I$oe}DJtNT=}CSFf_({`0r{>C)TX9UNc(xAbb>_U+Yuck{yIt6r*_T3JQKZp(?>
z{X5re_O9CBWu_V$9$!Cx43w{Wp}2L+mMwQbdwY9dt^E9KWnEp}tNZ`|eJ^{x{bo*9
zXy{a{^m8&-6AV_Ip05A?!!3|Uq$DI(?E7-bTXq|0!YTak-@jL<$5nZjTF9)s_thz;
z(5hTvx4<HAFK_S1N5$ih+`m8n_xt_(?@EMDK6zwS=<1A&j0KApHBFl)#sFFtasS^p
zbGLrEvv+nDTd%o%{CNBC_xt4+Up!%a-o`mJRFuJLF5lib|Bw(7IXO8M6_tYXw%-K=
z1TMV$$;{68#C-oxUQ<(3&_t?;hzP?14X&!a^G=-bXliQOqNtX;Hg@;4@_Uu-g^!Pw
zX3Sos0UBAz&(FVC|G#$aH*i&}H~-S5pn28rEML8T{qySjI@gepkln}4b8Z|sIaz(>
znl(#y?v%`st^4%lvcIsP;6d5)I~Nz~wfQZ7{BHMqH8r)i^m&zSkB|3ff45F%&(F_y
za&r1{vA^!h!tLqX^X^u>*?9cJw{Oo{#p4uIRb8un)?XKvlJcsk_>r01f8|O@T;)^I
zq~zqCkNd2xZ0tZ|j^Ey#WS6fw&?&4Qv-fxFjz=Cz&K%$&^}0H{#csW?4Axz_eS0>j
zvpE0noAf`wuJ2bfFc6r1_SmJR-YZwFO1iV7FkMIF*6MJ5HeRVC+j4K;*i%`&`}iD3
z$AW?nlE-JCn_<}e@9*!)vu2&@64kb{`CsC?TStr=)Jt|-Jn`e><MYezdU|?-Cdr!F
z`GbOj9=*D&4{9ovn&sR8HU9QieN8$u!%$Xk|MPj(Kc4E>pG@wzU8brqO+Vf*Elq8)
zd%v2A$(Jp!d%L<o>QYiuKR%rvzpeU=Wc80<zvg}X2_4p&V^cZF-|i>N?z{KieKZ#3
ziQQLYsqQx?;meDQvO;PXW|>G@6ev_yRxVk-e0SA%?!u!J4?cB@dD`Qqe0zI7`-1fI
z^JKNUw7U-7*;x#pL%Qj5>h$TGTeHQh_Ra&%85Q1@lao7g^l0MNsGFNoxy|p_6t|~d
z*?h)AR!r>JfktM_q9+`;x92|xjZ0fT@734VRyH*ajsAXdvHNXS)viSeX0tE8{u&Y%
z78D)*`c-`+XoBSG&5g<IWxMCLw6HWaHCfr%rJa#*>yue|R1VbS+an|_TzpOP+?>|a
z+jDLna^|-!xpnjIIgxr$7o_AxK-jvNlYO$*D^{;o*3o&h=Jurv7Y^*J{oQcw#`6~!
z7i)A~dS^O^)z4Q=I5jnO-Mzm~F@>PkY3RD0J7-?H6trOL_aig6@G6`-b!x@x)y~T=
z&)v!}ZIMQlL10jjlehP2R?#z;UVn9Qch6pb^Tv&ea}PkvHI5x~6LD3vwx0cd-|uzK
z9~Q0B0xj6MwIws%_YA1{vFP(mpJinmkI$SWlKX!B`t{GBoSe+?d`{3k$?Pdprd+sl
zr{><}Yu2u=t_wA|K+_3VuFNt1mXVdUXw#;k>a(S<ugx_pytF+(zV7?(`*RDIi7OsC
z3Yv`!w{#8Mk~fvF{qdgp&utRtzqUMgJT%lc`+ZNb?fzWr^T!el7HDu;&F!-+epc{&
zZuz`#rRURQL3R8NlUv8+#HHltWLIuIEAn1^aqgKSyN^wq+t?5M`1tte-S>6s8`}k@
z&%AO&;E~qz=g*gajVciPVKW_+<C~i|-pnyEF_}|n*?xGTt(>%U^(}3+bnBD1-<G|7
z<>TYy)6TSbxv;1xXx6`M_gqkkY3jEZ)X_L(T2oWA<>lkmt5#WE*=RBMzyXJ~Wv<T7
zha)G8ox7o|rnc;`!0pcu-}nkiN>-k`Cv|R{W&8dsSFSuLuu%CX@W=?_X?b~h(BcJ$
zurRT&U%xJo^$QIxdw0jPveNS6#fv@C=6s={C(oX>eZ0$8O}MhMvZA8GAobJ~?!0JM
z*H$yX(pOhjR#a5X`E2>{;Y09jMo&-AX1(2|ufw{!yY;WH1NAbFd{^_I*VEq4URhZ=
zW%~5_g*&fY3E8xHGbaa!f~BQo!<;!XYr<Y<PA|8RdGhorqe1SiEyikQ=cZ(2WMy5-
zD)pUd^mNNtd%vfzU!Q(*ax$Yu*&7M9$uE0O%h^-}bhUF8a)Qg7Uh{h=8W@>x?60>6
z&lej#efo6I|9`(Fdfj-~n7`kv))y2M%(=VkYmcohs8z8s`S=X8Tq#fk>cfsj8X@7~
z^9xU1HO;;@Vdl(}M>>T;lZw_h-%Iwt{#up0YP)XqwmF6$gTlg&vCG#i@Qv4Q5pe1_
zo&M{~OP`rWt$+U1nC09kxRu)DrVN^e+WJe>{C<t`-{0TWRaITR<K}3Yn@<M~`V>5H
z$lLXD8DGD4ms4@^XUXL0pkeat>w2ISC3DN~-OTg4X?#@ff|Pf!gke)NJAcuO3kx^r
zo&Wi5f~eCRdr)5j)KK-e{VEa{7q{obA#M>dv2E3RmM(4OxBoLC@o?M32@@C`ii(Wt
z|2&qrtovgDnt}tZNG<N_?yh{fbb3c;=fjuF=iB9m`?&^!M!7bhw|o8JPcu9Jr&p`j
zPnt2~MDcms<)VVE*H#;T{rc6!)HHEx)XLSXv#+a`etB`x=IfQ<kdTlMe?FftpYapa
zS}VU_J3Vl*8)!Hv{Cyp0wcaXWIk|J7r4Q@l_E!A;dfl?(L&EOkp`lOf|NoX}WMu4-
zFl5T;4WC#0Epknm_WHfwqT1t@ef|1%&!11Hw`|$+;mzjrWit-RUFd4ki{7^8@aOKX
zF3@t%uI0<sL4$R>mFBNnb?L?pkJ?(>vfZ)WwsStZ*VNdYxBV_tS62rb;gL<!Tz&P_
zrqt6MoScbwb`(NNrZ4`sU#|qO%WDxh^!3;G_x|_y)!y8aDg64{+QSbE5{zbgczZwI
zeBSQx>C@fve_yyqEiIhucf3PTxudV|+2`~2&reKLzVWsUG(@{8m3#f(Z&GZ{jnm`n
zes1}E`T3J4A6_n>Z&dLiK}bmG#^!YXs=f1$9dq0F`<-=M#Y0vlW#!7ZTd!|fxBP-s
z324f8srU3r^X9E9we<D(U!H$|9}6q%LJcnGHXcPo!@$|=d_zNL&6)*D%ks5f1QQbz
z|GaRww|f3%Bc!|mjbNOZsBBsCLI5-;?6z2N_Ss_}A0Ln0S7W(!=~B=@Z%a!{#`%}`
z_uK#d{T(zp@aD!w=G9ldoSm69H8nva;Za3N_x4oER)vOyhkyR}`@OJ~)Tt*YC*Ryv
zs=aDelG$ufwNd}~b$n({&Xc3!@t{HFsQlhtyR80wU0?t4AiMmA?CW}O%B+tbJ-TH1
za$!lyl~=XAy}Xi6Oi%<3#hPYcOV}EfnVG4mtJ@1&(01&YTiw^y@pG?#5K}zT8hE8!
zS6ruMhtgb&!lqtn^GTB@Hy?heprg|>QQ6(7?9B~hzx81O0SBI)ovo>-cPwr5!`H7*
zKRDRz>E~zn_+<6jS*CX?9{2jpv6$Fz|8K^YEha(1!I@cEpoL?N%<M*)mzMAaUkD2e
z+f@2G>`j^VzJ2>Nx|&X=9Ln2nT>Gm;NlEFJZhT0{k!8NKPn<u0eOvmO8HPP_w!ijd
zm4T|5N0(NuT$%X!+1VvamnLq$30gaRVuGTIy88T$1r?Q*meJdC6s@hLA)Q~)z~wxf
znJZSTxNN7ct=)ZcvbwN<0BDiLiWMso&d;;GCGri_0QvOf<lCxF@Hk@TWwqQ_5zPl3
zyuG>8HqYFcd>pj$rR;QgXeek1-N?vjLxc_s8yjd4aMI+-`m1KF6nJz8G*DxqJo{|h
z!GgriPV?Uv&*|*t6juB2bb7pygha)~^_802A>*v)m-g7+QZqBly#-p#;ky6X(mQgB
zM_MOKNjr5I@0ua}vDNPRmApmMKRwZJYy~Y2xu@s;=Hkus<yUvL3jBAs%UpEX)YLRE
zBBEpacJq%PKc?F(n0+?Q#>VDW=xniYe%HV)i=vIT?-p?C;8xt&wnO6Fjl(~83p_fd
z*vWfwWl?eQ&lijP14LS#+xZOh?pVlGKAFhJD#b5nb7GRJ_l~dEqGwu{uUkD^S8wsM
zWon?o4R7zoOP97zR`)M@bHlLe>nqoSf(<b@L9Lgt%F0Te*j*xX{f__p`+KHA;-Sps
zUgvhckGHbd7ao@_H>m!W6K)>8W5UT4&>Hc>?fjQ7TxdA_P{Gtx)ZgD9G&~vM?89-f
z)Z<rF$*fzqqV83{x1BV3^3Tij|GC`XSNrq!{eNy%RaLv6hJ-!^W%9%P_D_C%e7r7i
z+m18)em;|ax9hc@-QO?4zrMb1U!?KpUHSgUpyoTMxsx|fz=^{=EIj=9?)UpnFY%nb
zCF1ec>v4}yOjMSg_V>$W|Hxe>nm2FWT$i`4U?XUy<zxB(Gs5F4TaO%ZQBqQ>c(?O8
zs4aR^(NEN=#J4Cjq-56C?CV03k|)2syu2}LEvU8m>{(h?R@N=u>sPM0czJRC`}eO$
z#`4nDvtrY4mR^rNZhAeYIc~lC`s<5VX_?LDbq(z3=_x7w+|vE@`SZzh=la&v*wp_1
zmis-TtjsJhFfeLiq~ejQ>1St|y12O+<=!%RQ)az%>C!9Lua|e2N=Zvw7Cc~JWMt%#
zv$=8gteBoz-W`j36_0sKtYoY9$}#M|+qY^}OKa=SU6qfFPM<!ltgili%SKSS)7jT&
z_c+JqP_1V_??p|}An)#SedDw<3=4Mbm~nS^xv;RX^Z9wUw{@dKLR`Ya#6XMHmmL=h
z-?w0a!lOrzUfkPj9T*r`^7>lujT;e3Nl7WcuCAVO_+i4!OH0qpG;U|*7ApWPa{hWf
zKD&SU(xsqvp~)K~z>6QdP0Y<FPnxvos8nlfD`@!t#*G_%A6)_i1&{a1TE7(+FZ>Fc
z?AO!ln=wOTSLtieNJ2+vr=ppen7q7vxVe9f8ee;Jzum8noyE^LB^+d0xBuU-%g3bB
zHs8GJD=O|-mDAyuxcR1pb=jI}M{evY)vm0p1Qo`M-23I;PO~j~!jYPq>ND4BYDWi0
zxOptcL$+({<IfkLw{@?mu<-QseDdtsrz67tpjF8}K0NaEe+;+ZDdK+k@Zq|=RRV`x
zqoSfDtjlyfJv|w6?(ds>=T1!Bm&Nje^78ldZZ3B34~mOBH$^j8<(hyK!`h9<HlMfi
zc5!jp9kF=fLeNN(-One&pkeThZsMw)ycac@n3;F}d<N<RY}vA9L)KL-9yaFU=jU?6
zd4fVi`D83W`w^a;m{`>MkL#g~-=%NQ3M>jNWNy4Ili_0zTP?czCTNvW+UCgJ=OgFd
z$=dp;z+%h&(9o+|H?7;(z9_M>v9Spd0gcsx79f87c<}P&;OJvJ=ftf)o?wt+zOv)}
zzNo0Eh>c0C{kGpExW)C396sFq>sM7!aPZCT`SPIo3($<Yar(KE(%@DBJrOCXQ)kWZ
z_xLS8oMZO+?e_cg%&swj>Q27)=EBFvJOf{8-&nb^-S}C-F?qAuYh&L$+_OG+&%-}=
zEB70x6&w>hH)C<`n}=`T_D-KJ&epsz_RhmSmdX6jH;6y1a$7txfB)ZUpe4;Z5gQi7
zu9-M#(xKV;`%dote(&^}$jvc#LkcH8@zA$wU8HgAAZXQ&ZS}VaQ>GkwadGi&-Rn1Q
zoY+_U`@{F|pq2FN^0rwp&pz9BH0fZ{#)Pd=hEly(u3ilc4tCDX)$Q%=H8C^0bmhvG
zcgsJgnMh@3W?p3KoHk8NN32_{z~cB;tNaGBh%JBb&g=;gaouhC{_@L`w@m!``S~?9
zH6OlxyH@x8>sQeH&w&FDOiWCEzpFDcG!zvTqb59h_;4Ys_M=Y$BCVi#wTFk>vo}lq
z`1w;%Ow6sU%nTHg-|v>s_c^P6B=lURT*J4G$8Ky)zO5S`AAf$Kb33TcdU0VP$npMV
zyZ6SvNi>?d<(KBxty@h@Oty5J`}Nw+nmzmWQQ6#N{`5Z!SFQRcY>_K-$?Tbh>9>Mo
zyRGK>b=%%LCU0kF_v6QpE#1a`;?*rJEdo+ft77LA9+O{w?v1il|00b$rPpJ5q|Mei
zuK{g(0EO<}@AtGfx{0ez-2I~D_xJap-Wh1p88pFMy=KFP32)xytX%)lNvzw|`lGq2
zX<%fer>iUL)2C0TOrIVc9K4uS=v;JZsj1rJm9YmN@~|*`sj`)mlat_Kd%JvddF%G=
z=8TMtQI8JXzAf$V?{8ykyVYUg+tA)^d$ncw+RIp<UYTFEJC-{pDk^FV!-`d_yttEc
z%%sCsi>|)fbvEttt=BoTjXOSk`lMuGG2_FB0w-tCx;1qrrKXM!j<tLqB_&&?F%;f=
z^5nYZo;`c4Y78?oG9Ikme(%uz`}3>c?R2jy=Ty7}DkVX^{$o9oC9kioy_<aW=+Tsv
z6ajg8|M_;cF?T~8v(Iy+zezNaTDfY~qCI<Jy6xwj><&)mUwrX~-nWcu!6TK4hb7A`
zk~y0XHcX!`URPJw($<#sJSY9l!yfZFr&q1IrN<W-8roev$Nu&=wn8;OA2nfJU0oAX
z)4<^1#Yg49jovk3tFPVLW@|TRWBdO7`^Ab|+S-J~#N0wcL?%w0=;H2vd2O`$p~Hu7
z$L^RYw?h2*@#F1=$;Y<rUcYc*<M#V?()RZDpdA#RI;Dk^ZV1fv3Jtw<`Ep?B)WpMW
zr7xPwpPUdpb^7#7v)oxdm3v)e_}JAZd(Phc_sPl0Q>IKQcyxr*Z=TIcRfAKfPHkCm
zaHdSdHR1Ksr%xAS`0?vkmU>M3d$#9O*`J@ie}Dg7|M>WL-Hw8|n+4z275rOw`Q?@)
z4!2hq<ksikUcLCOsOa<ix$V2Q@T$!@*mf~v$-;$=$BrE<v!838&a`~hs;*hHq_niO
zHbm&mIGeWCV`<#_>+24&u(M}-@;%p8Q)`p6tr8FycMk}da4py+X3wWjMWEIApwX$<
z>vpSL5O6A)Fl$!Vs#QI5w!56yOq@5*FEw@P5vl1jAtM57*7Qu8B;@7gWpzYu>eQ)G
z@4Kc=6MOsTp4qn#A3rLpsI<(pt<L)Be*4DbD?5}G6d3I7_w#K$zS91@`nQJvulHX3
zmVVn}Nv^&?`kRM$<Q8A7xV7W(&)vq~R;*jMY}c+?ckaaW$y&GF%(>PTrq#7b)tHHy
z+4_jw-QDHallm`Q2&k#8{rL6kRBk<ShooNZeibv9<(s0`hJ=MZdivDW$;oN=@sQBe
z|Ns65#V?*5p(8eH_Uz1z3{Z{Q)WoFQp`od{aL0}rn>HEEnl;Nns`u8ERp)y4&z~<p
zapFW!O}b)*#@lCawmx{HCMhAYf>mmH+}jtY=Iphc6W(+t&3Nn9tx*dCV`JCG25RZ*
zUd@|1bEb?{3CHA<Er%aEEWiBl`Ez#%2ZoCmFCIC5JbSyGZPkPc6BhVNKYRZC`Kz;K
z)vc|qe_qG`Px|rUA!rmn{7AJg$HkwgPM^N`vP70^O7oTLJEr8ANuND?_EziUrY5GY
z?(W-1<<$M>U1?itr7yHab`z)=+h6zh)={~0+#2U@C~Ih}h+TB}^5xH6KjOE&J^Ron
z1zb*9uUfs@`iR`lojYZ0t3)QBT=Lc7>*vph&!6wlySr;^xAmO;$B!KYE#{a%fBu(G
z7OuA=9zUC%zfb92w3CqZqREmxY)wr~3|2LYCr_P9y1T11DE={1<l3-Vvu1$?beAk?
z`SYiysHo_~>C?*k`u&R*DZP6AIx{ctSl;%<*Fl@Rt{&s%lQQwJK6&)WkuBZ{KYsms
z^z`XcR{n6|^zB!-UEXu_*s-z*ztF2?&T&~;SsJ>!OV_OFxpXPWZ;pkdrza;XE9)GK
z!lpB4e0toJSFL*V@@41#{q})@fnVO;oqca__2t#!`c>cG`JSI=%gN7w{Qmv;Nj3LR
zpF8(#@ArGjpPrmNGuwRq-Q;se=BQY;2rwKxc<@%}k8MWA#*zE$Y#SRJc_fXFTs`|{
z)0?v0VTT_*IXU^s^XHSNPj}DD)2pnk6cG~(3J!J-4xU_AQ}#`YgPVJC{r`VQjvN7H
znVcM*ySqx2jf^IpIN`B2z18^Nj#(Dn-B#@{nT{MeGN<h3Hs`okuU~K7akw(OI#Ao*
zUVib#j=Oos6AT`_fA1d=A+fjWtCFT>XWZVZ%#ZFVDJqPNjNy0pm7h9y?%Cb)`=Ir=
zXJ#5NkJT4neRb8>4}!7a^nK}N$(b33&7h%**xhA@)!%YNTotvoyFshBl8^TprkoI1
zxxSDsZS%}y$K1TUy-%Jy_w2{V$0@0)g@1k&c6D`aITXp)?kqi9QdIQl1Vv{LAD=5s
z9XD=7>?(inmyodFnzb|ECGq1oWv|R+=<MrDdvKuf?KH!gJ|^bo!O_v6WooUhts<hL
zfe{fNadC32tgN7=G5P!diiL)Pw(?n6L`eU)O*p{7#wX)3->#N}pI==;;lZliRTJjT
zJNNtj{_}@gxjp^-^1jcwoA-SG|G)azV~Trwri(i<fO;a+^kPrVv#s9o?N;{1mnAax
zb#tE2tL_7Ntl~q$uWxT(ze+3PJjbmeDk}Qq$&-vi_pmTAR#w(4SFdJr@;smZtfPbD
zSdZjo#c!Y%s)~w>b-vf5e~&DMLF)xTRn6hwH!a^R-M4Svq)9@$?=*CDt_TG}7J_lk
zKD%tKww_+!k|io^JQ4>Q7@1$(-)}#0;zSl!*4U5#*DrSO|8%eVJ!tELn(wSD?+ka}
zJ$GrT_e_hzMKadAR;<=85}ST>P2^_KK+CD{_}Zhv{<f|2=gaHr>i+oso7o`cgn;B{
zuWX^k`}WOSv`ERw*!bkxv#QqCvwM1YbUPC_Mtu14<;t<}J_*C7BS%~wJ$~%z<Fh3F
z{5%&|*UY<usX0rtEtq$F_)suu(xffF*M_Y&i&?Q^MaP{xF}ew7PM!n}_cF8dC2WiU
z?Q=9SnR4Wa3uqI_gM-bWA@#l0-_>+<-gK?IJ#p&PquT5D9O^Z{cSCU{<A%)3YM>Q4
zrPpJhzgotnc<0EOnZ}h5Tg898TD`vF*URM}KYu=)VUiVokey#nXXCL<$XYIo%1<hw
z63@PF&YL$mn>KGgdH($JZQG_zn<mD?#>~jb2<jf?-LVi77WVY;0BuzG^5*8`8#f~U
z{Qdj%P$#!#`*(|EcJ<wN@8#{7V0`bysZ&bU*0UcyN&+n=T0Xz7Yx(l!)80tfRBRBd
z2JMCE=-_z!xkR<#nACFbEC$dnXw&R#2IcQ!!p%ctR9thdw>ApQU9n}$ltqh__Uzr;
z+1vZ{<8k@tbIb2Ne7pVrGj;o)ovUY;M_S78Nl8hqSg}GuTf2L)dp~HKU7wt-m!~Hu
zFE8(nw`F_w?%k^Wv-bD5rSbdgzP!CXeaVs~Wt==0w_0|uo;rPc@t+@sMn*;;=i1uN
zJ#@%PN=j<O&77$IIR~5BjdN}owDHNFTHx5+(bcspsj2tUrJ%aMuj4OYxpHKIW3zz-
z4`|6>BQyJ@OP3C{@k;-A(9927AGGuLyWO#OV-#Cv7ao&}i;FvQ{P^b=i~B#Fvwr{K
z-R}3F9?So~arJER&SS^iR;^wQ%F!n#Dlb{SeDb_`evXceU%!5hSR3~CbZ$wBN$u}%
zsRtSuK`yte{UsnQy!fbG(DH@Z#pl|d*Vw0|q)eDN@!-Y9?x4-2+qQ{yA6*o?0<;YJ
za65nci3y54l142vW=J$OHSK!hx~2H2)a&c((_da%YV+ek^PS@Jw(IiN?eGA#c8;YO
zef;@+esDm*0nlczvaej5Hg5*ayzkq$ujcpL?MIFu-@R++^eIP^F8ax2W@dsGo`Uvc
z%$@7&>&pw;Q(ajpC?>Xy*A=vV{*{4?o7<!J@9VE#-MeE}q>dP<+_aL-%*?!1y?o7@
zo@dX}Y;0{iJ30~$G%$j;2MH>>f%4O?^7r>tg=N(ycY^jYfp&W@mjBDqee{s=d7HzZ
zo}T{r`SayvU;ctt0D&^&_U+qO&(>)vFic-FasGVpBH%}l9&I^(>zI^w__{X%NB(%F
zZ@vkdsnOT(S9b5qh>tQhGFq`})u9ZNBm)T!US8001|A8622jPb++Q9v{e3lVLh{?I
zhtoD+yl}yxvT~=`>SfE9Z{Pi4+4a|){QS%P=iBv27&d{%<Vs!yJbLtqgOjuHtJ<8&
zCsQ7+um7tpCnqPH#9Loqzjngwzu)hl5B9gcy6)So7f~r1T`x>-Z_9nWuw8D^&Yd#_
zmEAHrc|$`%6X6>A`spVpsfMQnfku5G`=LQYne6;>DyF7W7cEkfl9s;svV?_|_2Oc8
zel`DjXAU$nOPXW|{QdQHarE{)78aHhQzxvRW1J}{D0px~;^7@{x82^dOZIrb{PPC~
zn?Z{%54ZDgE`J|)ZGC)ydpo<JpdgQwNyo<I<3?#`B-(f+ol;U#rgQl8%h`6VU$5V9
z^QlA312mZa<HwH;WpAUBl9G1(ezzMm#kuRqHx5O;y>qS0v%=%t`{mZEnuUadwl^=?
zvuDor`1-%AJhCFzhGk`Coj85^G01kini<aRe4r(Wxw*QajrK0??#9*Ma@hFgeD>G<
zl`zSe5Z3-WYxQ%LTg7U-oSdCOqqOFCOD2b{F)=rve&tFCpS<0fgU#%o{{HF5`(!n`
zoH8;r{{H%!e5i%9N7A@0@o?M4wbAC=--N#DF_o)&p_m)-zFU9ailb7Xjau(^zkhbl
z`u&t8ZsO{;W-iNremKnk^K5?I;XRd~D?T0-e|c@KG{gOx&%FG$Uj(+_EtB@Q`}st)
z@PffipOBD{3G?Qyll>AL9IUCUyL9DBPJMlSC1qt$8SLE7ceTs;*wLez!814u7tRU3
z^z7NQq7M%oL0gX+nb|coG#0E}$(f&@pOlm&VOzCDEJsCERZvRm)vIOmr=3i>)U|Tk
z)k~M0a&vX<?Ce<B*>~@n>BM2aDd(n<T+Ii^b-UkLfkw&~EneLCzuPo#@7HVE-&U<Y
znzV4$s;-_Mo}l1hPjBzX7Zy5$nl<t9{Ra~iY;5N2tNjfcB-Q=);^t;`M@Pr-lC^4u
zFD<H>o<4tG{NqC+$Z`Mv{yur~<id69`1twx7cE{aX;q>jtnQcc=ElY^@9)p==-}AC
zBO~2tCWDoX@SKfp+qaibe^IG)&R0l!(PdE17murGw0^&5^2NpOmmymvemt4%Kf}6Q
zZ~w2W>$fm1itRm{ws_aBS!d4pe0zHvw1nQW;)8;^|GXtjm$K&P=Pz2cNWvsTV6j_o
z(vc299vO>(*Vi<UEKS%NwN=4fRkgMD_qW0i4;;O`y$xrdZE0z_u)n@u&2P?$Bb~ya
zU0M?-P7JTPTC8|vs<yH5WKfF&G$0VT*ey12<FS<?p-Z=IoA&2V&A0dW&##N!ePesR
zysN9LiMe_9-fzFYzhBQQSitAc!^87t(pG_%-<xm0y>ji^q`7m~9zF8=`}^fPc1TP<
z*|LAXJ*bYgw4B)~tPaW}yUO3|+3FuvRR@jeetUQK^sTMg8*jgjSR3}|@86l0#cIm#
zeI?y%-nJI73IG1~_Hy3OpFd5^%(B9dwe!oL`|$AaR&C{n4<Cm6IH>NDn|#tGGEy=#
zGZVDhDt32S;g=VIS=reiKYda%G@J;sG4+(lu|8Svn3y>%QcfLu>Z+=(rrFmrHnz>5
zFTXkM?5jx|kFAuFme$nLx>WV_?d|RTXU_O!WoH{o@VL0T8kW2WaO;sc2x=@?m1uyP
zwFU+kuKJ3HYi_>jlbWjP-Y=JWexB`{TU)z9+Xv#}`VJ;2=;`$tCLc2>eHEhSGs7V%
zY0;5Wk0wnx()OZ6th;sDGBqAH=jm1#qt=F<I(5pT=7+)U?fL1?&&^FqOACsP?TuT1
zy=@xk_z6&%Qt=@{Nm+UQiFfNBoqDk5Jm?$~&>E3_wZB0PjjlzYii}livbz7W^z-vR
z#fdqUNXD98vzQ8A_8+x6enai=vP+jQuUxU>z{3IoF|lI}jLe`DVUmycrQX<(=;H2v
zTHN{JHYsW8ljqN;e}8xPmg}@di<ENAq$f_C2&zz41}`@%eHHTS%S&b3*{;hc9%<XL
z%GAUpAR=N#>WuGiZaO<UGV1E;f|Ay9fB9oQl80v)CU0q45o_5X6s|w{q)TC;;qLPH
z*M!O|D=Q;(#CDaxKewas@eIRcw%}zx3)9cf3u1TUP}CD#eDTD|$?BldJnOPI380NI
z>FJlRTmhvYPEO7qDO0a*`>L<6RKK>lOi$Su0rLLu@9)!pe|!7p#>QqyH|XKRhafjg
z8mEB*|JT>o&!-)AcfGFI$y<1J<(f55PE1t375YZmy)Pgzu+eY1vYFYmi;LZj3m<`w
zI&fGYx0i#H^W~@5=+=zWX`2J1qP)DkxTMW;5>8Lkjhdvar`Px7NeXBMeo>JTCnskR
zXg6Kmf?d0;jEs#zb6VDAZ!Wx2y!o~alq>COEKZ(032N8W{rx2<CZ={guF$p6LM9|E
ztmwrBMYFs+CqPp~Cr%tlF#^>!pg^%KRs#h}`TKj9x<g_NJaam<=N*0sS{wwbbSgim
zy>+;C<x0!^`SPBgo}eW1<VgxBar^l6$oL!$J)E~aI4bJYy}i{pcNBtF&nv2{v+us^
z*Dq%anveec>@299zvbiZ#G!a@?XF$3dU|-wa&H}(rW@_y>w7gz?&$I3pzU<J-zMy0
zew4Lnm6oWesEkcTfOk<!T3V9P%oo?zN(-y|Jpmnb@af6PBS(*(WOXZyQ`xAv&ZBI1
z?CWPcOJ9e9)~0`aeB4l~7qrE#=!u7#@2n#~K0cPTsW5o>@ZpQERpI8*9Mg-`EJ0fj
zW|?N+*i&iT+S&@5|IfIf@a*jD<8v&FL3LSAr>Ij$u*Lp0vQ{M>YooV=X52uHQfFsS
zLz+j<W=8h9ooyc<A2+V~QLt#yBG73vrJGv|R&Mj`GtIsRUbnb;bD@O{s7rivb2?~W
zgj=7?%WaphbAMOp<Sjh9;r3flCpva_*~Zk<V%zfX`}z6tiFLQGSfK%0f@OL==CJAY
z80Y{0{w@t`6G%_o8l|bBk#KpL@0ysMlR!(rV`F_iJUEh%_dWgfdVTt}HIXVRDhUP>
zF`!0k0q67So2E<=*_Lzj&@|oXEmBO1ii)5kB~DIOFFtE}9n?_!nWT0k(n5w0v@Pu1
zT<f3DX6J)8SE~EZJ97SfKd5OV9`WnzYjsb@i;XH~F4LbCSb*9%|Ns5HC7PB#ZF}|i
zcc68OnU|MMoHNHKC}@(1s?Z}P6H`-AL3nLV<YCYzUtiy)OP99Jv#mBtKPLlP@xCH(
z@wwH~TUV{p=z8?ZSIDVDe#x#~vp{LA>}}Mw_3{30Zfv@`x-Kp*21!RaKzkQKA#tFQ
znUjmFsI<8CMNw2#6lnSB-Cd=iC9+edh)79Gzr42>ybAH+B3ICSX85KHKTE?O^=see
z_shBQwk*d?+G?&}mrUpBW05r(Z*OhQxv`<~@$vr4mo7Pde|Oi@&+pl-?DeUSj&vS5
zdi3Gz*RNka<0?G5V$B-Rt~gNBc}?tYP}$Vf)a2pkm-g?^&oi@3yX9=F<``ChPNq3O
z&sHaHk3@ccet3T03ni6n0`C^=+c$5^78B64$*$7ZpoPvWS9X5*Pyk)0y5;5O)E)B#
z<}P2iuCJM$e^b^~t+4fRzF}cv_wL;T1*>%4j>etE&o3?apKr{kt*@{DeDis`<d2Vz
zUdn#ORp!_U>c<on7fTu@vFzKoPeerI!^h+DlP69*`1N}HdEM=I9=&=i7`~ycjV&lR
zc<XBA<9)J=ckZ0IVui-Be);ofW*YB&HY@wZ-QC-35``WKZN8ZU>eh>Dhkf{ZJ$~}6
zSzSky7S{j&cV@o*eChl>6Aw1Cm(MUO`~2)IXk`4)x9$6%9%PrFa?5N{^QB8cMMXst
zhDj`Sb#)@*;-ByT|2KWk92w97BWt(cd-Y1KYjwxTlt(u<Ca;O#Kkw`7>%|WaFur>I
znv;(&?aGQkP(Ws0UUqT0zr1G}M`7p6RbGjSiuY^3%buRDpZ@;dUK3N(i4!IqxU;hu
zwCi!Pd;hx&%_jEt^D{3mGpzqt16nVrd8N8_*McL*g#B#}&d%R=a#QN*8J5LrXV0FM
zu_$PW|MN&3G_4L=Lb2|iTw$x>?6XgvKHXUO*bTG}?B3q$mFw55o0v=ibzrK$<t+1`
z?>FDBc1e1hfL>5w;K6fqtwAdgUSD6oe9@w&6)QB-&dxe2TYd+$+hS`&{o`Z3XXe|>
z^YinAmc7<}nmpg*dcehVll|>Z+W-IQzwgH*?q$BS-HMBiSFT+7=g)Kd^nZVT{&}ij
zUsx)9RP<cl_TZ2Z(CR?Y=GU9sa-~H@MWYxm%rs6nDt_j}#xJMybyrKl#9zOvK#j2J
z@pUI(U0toIqoZPAFhMhTS;6nO+l`Zt@f<pQm=QGGXK6X})vGMI+Ao1}^?wR?a#XSI
zTF{mM_*n1aWy{)*9C2az^XHF*ZIy{_^|vVpLP}O$x)cPe)K5*-zPYE;SXEW^$B!Qd
zIX4VIMd6v5#xJk0pU)!Vw4?FF2@f&7m=kw)7K7TWuh;K?wtD@(q?ebLf{xAbnP)Te
zcK-gk+3WX$atU})@Y8eq|1&{nIP89F7M|Z!pbT=us#RS-epD<ly*9(5aM8Ez0@J-p
zOHDO3HNjade*e5Zdu&RqWNUwadpfWBUE;etJA)WPILrk_M2_@G8qY9F<=X%6>-wMH
zZs&s{WOexZw6n8Jdt|Mr-Ok(H3(7Eu4mtI>DT{TthR4@VZD?SStNW2Cd8?vz=L0Ee
zzV^j;V-B4?d-hJ%>$RYwFnxaQwX3(4cWpR!%#BaZ=0y4Z+U32mTW`Mw71^NhPd_Jf
ztWS1zYJ97}yVVO8G=Q?l%jNSo)&H+!aO;!lJp2%}k~CURPp{AXUIplQgL7AX#qyq9
zi8%bQ0DSaF&5weY8x^fWy}h|#zI+)~_{6!LFVRG*v$r?()|SjOv(5WEh1D<ZtuEi$
zq24lETVFr@?X9gfe?A`1xxY_#@x>Dl4mNZ0@}@pNH}^)4*#c8d&^qeRo9F-aX*&|<
z$P*eG3K|{RvxkF&W5KRnQk!r3BqSv4);b3nXq4e&Z)|LQezkV_vSn?nR%v~yvc0>j
zbh4zT3;U{7&;v6-14=ixW{ZFQ`V~~-mcNV1+wqWXncrNmemUDG2b5jJCry}epqbz9
zMDF&x$DW;?{qxCWf6xINZi_eGEjoJiD0oxG&!2{+uR_Ajqhpx(+Cg)pI%3@O=FMYa
zWep4sExi_TIB&bKh=|I@wjC*;m7$wbxj~1HL~qMkxM)$+fddX|J~Kf1d!}i&n5U<w
z(b6RXu^u5IBB15%pP!!x^%iUX{d^88?YC^%Qg-_4_3NLH2>U;H|Ni`=qur{Rm8}M#
zZHjO1?VbJON5#6m-=cENq}>)zT(d?8RR4pHTsfGapsd^silr-8Lgv+ei(I$&+b!dD
zR~{B*T>iu(ZPv4Em(`}tn}2@nuLsp+tG7q)U`(%_28!{w+wT|s`B4a(le1ivetw=W
zs7B6f6NrsTNm1E;uS)xH8!u>gRWmz(S%jLpdOK*VQ#oXz^Uhr-7fl8^_g?k;k7v#A
zgO=hia_!E@%e$7;+bOILnwjTeV~&iB1nojhd4F&3o?ow4`^>ld+w(d!bZY48u#M&K
z<Jx$o-D+!XL8_jp+fR&eo-+-+Q+@8$)#00qo_YlZ2XDOnmPf{7!tZyx`$3J3njZx-
z=Y@9Y>1k+mRDOPDn07`YD?2-KXHjZ<>Z(<%z-ysDe|~&SI=`fJvTOQ^HETlZe_fux
zs<X56)vnUlA>Bt8ty;BeUG#Q8S+krOzb?AVuUxfil~}jy-QDHuXU&+g;@|uF|G{%-
z&6;%uv`!tQcgt_kc@BQFOgw!(Jp)5SLuL8ee;pC_UjaJQDa%AEw6Jtj)Y>dZ$Hrg(
ze!pM+`T6<q=H}*5hu*%vFme63HFaOFhG)6DwyvJ7+491Luig3Vi4y_&`+lZ{F2B6;
zfMot+_x`Zp;NaN1DHl(^Dcc<t9K8776LtGQVPWB`ywYYF8;||^`ub|(;kK3D)Ad3_
zx0+tNv9owN=%A>&zhAGvy$0Go^Y!C#`RnhjW7mBAa@l`%`Q6g#N2HvRx8J_HX_Hau
z&reTZ%`LyT(#_R%WrLKI)T+4hyQQz{|9zI<x?;tNt7k==N;XZJB=q$lyL`yry?f6~
zRja6}t;)W(rm(cwRo$Say<J#P(9y|>>G84N%Uvr#8*DZv9|x^IG)g|kvuM$xj_z*j
zbaDU17f(p%?*S=X?AFWV5C}S;<mCCfZ^oN8Z<aJl=~(^Q@(?SiP4?($_syNf>TJ!8
z3!U3RDP`UMe^tM}y}g|n<)P?uz5L6IK+ryrprD`v3z_uTvitjLqt5r*)&APC>*b=!
zFG{SOoSZs3IzZ#RK65NKI<En3%>Y$yB_$??hKA4Qbe&Hz`uM*7|Lhw#BHa4rc()vr
zGEO@K-ovl0-JN*2ZD-ZxR_Tn4j0X$b<sO~Z-+v@;`{nKV@$dHi&I45j4-Ph`-f~x5
z=dg6?QcyXtCUP^|=9@LwQa^wGT>0Z+d*$=F<sN>1Wu=#o@+UN0dpBqKHT?@OOF-Qu
z&}vf9<g%z}Yn5E7o3^$#Xlwzr9{uO1rxr4NBCZS9tm#>>Kw;LbSuuOh#zw`($=TW2
zxwyN}|MoGMd)>~-8#WkBnl!1SuP^Q5B3Doav|@!uxVd+S_O(u7^$k&LRa8{weEWF1
za1Ur@Xs7x-P*3L4r64UWEe&n$%m3D`S#u=CDA8<oW@cvM?QOZBBjWaaK4)#jeN5CX
zG_=GjcK60JU5gCz?pT0M7yS76IA}G{`iRF*PEMAwt(sEz_ZMiaHT$)euCA(qfxzUG
zPhOpUd#R|n7<6(|^!B{vwRh$w_Xe}Fv1PfQ$lvqPE$z$<$9_566ra5UbC)bx!m|5r
z-Lc|rpLaia`sWNQE9=J#&isX^b+-qEg}FsWN<Mx1^lj3_XV21f#JJTacb+-p^KSqD
zI?yt&w}<w;s5)nLcXfY1|Ai?2hc!2I%+9147Zw)!%&`#MeRrMhwv3BPhYlSAhg)5p
z-NJ<nm;2^y*|KHA^y$YN7@1@4p1J(#`}gOdBeE`E4zAAURMeY$=~9rCw6y>18yjxF
zO-W0;wA_Ebx7FQ94-byZ%Y3uT=U>eNwd1Ev1I^chwqii$13@d`SFKvKWQmKAbU3HI
zz5QF;!hJeo++y9Wa<)|liHBOs`gNnWc%+^G)%fYtr;eT;o7|+sdD|yXoap%f-{0LX
zf%$X&jwkoqvMKB}ZrQ=&H^-v!W{%xsOKWB2=D598bHfc^oO|^8_30y>!ng0HZ@#(Z
z#^Dqr(Bg{9%F5k87K1I0y%8xaee~$jit6h5AG7Yi1dRtQcIVd-^KRF_fA;Lz8#!hx
z4QjdC4?D)i$(haO<>%)I4P5v3Uai`7<=QpS@`8v6iHjF6wzRYa#K!tYMoJz$cyP;>
zEdtWgrym|}2krGzR8#~V`gq|2Xgdf82Zw@^Qq!C{GD*qFnVFdj_wAdvV~543&!0bj
z|9(7c>!r=<=e^~YcsS}Q*6jd|`$|cD`2O8JG&J|xf>o=uw6wK3d3aQ;tY$rUkZ|bm
z;mn+zB?}fbY}jDX<EDJ^;>9V`rhU4ZKEDvOxkg^T|7Omz6)QOW{r!`Yl1`jIudbrP
z!q3m|H_yg%ecWCR9i1bmPjj!n>XnrA$W{Kdt&Pox4<9b{`7WQAe9kn*wIp`=?yTw4
zr-PPl-Q8XOe#4uYF0QVEva-D=Q<Tiiw%tv3TP(Qxs@BG1ntCeNK=X4ZCR1L$$^seh
z;=*$F?Aaqnj}|^TA$V<Ftam_wz{ZUmuUx;rz1wut=FOem-Jr;bkN0<SVydjH{PF8o
z(&n3b-fIfAJTo{7A9i(jXJ%wv;QDEu-23WPR<78>7cVjn9Xezn!DC`#5)csJkdmU}
z>+4(c{vIg#ff~wr`~Q|zeSNj`C}_q7B)(^ljgzzU)`-RB@9&9-i9LGx@@I2$Z?Gf}
z8|X;m$Br>EF`y;bQ-3V(zWht@+LbF?Ue64Sj6Auk^!1K^zg};B^~h>2UufuUR_SxU
z=Que#NA9UGZ0D0zvbT@leg9#>hNPohe)DWzzRE4L?pjpv<3r*!-RQQ12?=LsnZCKb
zy??QLKd9q>=+Gh1`4yFwm2d9uo^D(H?ZTBSN22rhf(|dRgbboB-?<ai@YWIIHZ?V^
z`F1nCqOuZnBrj-IdvBF#JHPz0RjayEPfxpe>C&MtQSFG$X}s?Ja#Ppsb}A8UZEXdW
zJvZK#eS35B@UGI=8hUzZS679$w6$%@zi$^59DMT3nUuS`N+Wc{?0!68zH}LUsKnP-
zpwj^Z0s|Mu?)>p)^Z5-obCxV!x-tL0UD>-kC$FuIHk|1LI`r+z)vKVvyMN#J|1W%V
z!|>JX*ZMcVy)4<Kclm7W9DCQm73<gMf4{eK-MX~1vrMDbsy;7T-fen|i<kH5x7+!k
z_2IHfy;HTr!8?%7mReiQ?fdejWSU-Vm*4WsNxfgblx)krz3iye&Ye3!!E<+ad9sOA
z<>#~Jn!38GrlwQZMsL4#<%)~1FK^iDsk3HDf!3Yw*}E6CBwJEa64a{u@}=a|>C-=d
zJnr8Zp#wS(dQJ59zAam}6!(>jJMCy+v`7hbqQjan?dorD694}CDk3VHxe;{I4rqSm
zc)vVo>F13cGu>;Ta08u8Y;GPL8oHGCCpc7Yzm>78nE@IM$-jTDPu4mkD+|<dF)=gS
zlzZC@v{|aE%8HklcY1EMsOw9iy%&zme7WGO{LKp&4$Lym*3i&UP*-mU?K@CWQ~UJe
zasT6&FFot(>_De?@$&M5R)wEA<Fjhjs)(&wqUwHg6m)faeP^2`n$7-svA+(~af#TJ
z(mCw`Xa%91oZO|YKTJei71h+*PMq*~^!RaSe}DSlUte=>Z2^^^O3KQH5<H+G-5E0^
zWcb(x1qGwt&uD01ICc6oXos_v)vO;sDj>6+hY}1jW?opaLL<ja+R)JO#n-AofB$y&
z^{E*ePW<`#`TWfWYXlD2f^yM^4+T|UUmZQr$b558C1_jk!5lN_=9}4OxtDfLWM^j=
z787&J$<cZE@Zpqc)3WZKss8rHGc!|DQ&Y2|qC!AMrpIr&vXzz8?6aV?So`+vtEi~R
zI6i}wTg)T8zVM)k>%w*G`nG0Y&)RrwlB&0dhsTAa-lis|eSg12OG!(EwtY!TN`{1o
zZ?5@S<mK(XHR5oJ5$FsP(COrH^?$#XZEW*fzBv8-ymj|twu?whdxwOGbar;CsH$$v
zx~c^#eH<JZCQh7KQB}36`g`84^7rd%|1~!^clP$GT3F1OtnM!)E9?9H-QAZrH>=;g
zd2`9~<=L!BU#n~{Uc7kYZP~8!_kHc{?4TxutLw$p;re2FF&dY5a9?x<EgTUP1f2sV
z2|CvN`ug;{yGn0>$5A^vIuafq>n(YGjd%B5zl@9(*LK@jS<RX>NocKk-1@k^(1q|X
zO01fio43BV=WB01al+%zpFf}?xXa^y#pB+fLk=+lYb!EpYHXa_ctA(Ao0yv$=iRZG
zG<h;74-ZS!aTj+N7tl#O%xjAqt=p&C{QL3P;q{F0_QQ@24h;S_A6cruy?J<Hp>su5
z)ur9#`EC62b)LtI%1g~=^END7rpCm~%*n%Z<(SNDAGJS!{}x)vtXQ>5wC3vTuTj@E
z=lZoDez;)40tVMW(8@0Zg9#gxk0%*OSQI>9=vtIuH1k$(>bGy-rYS`^l^B}M<_!%6
zZ8kW6zW>34gtw>KE@oU2ntCp8s?}V+=7SAavySF%&))mi%gf7PrVk4X%Y*07k8emk
zydi4so7>y@T?02n=tNyi4-NhJ>C>dgtvf)+g6-I0(Z(x%P4C)|xB2y}d4sn^tpzRO
z3XiK~4GlG%efHMxul)5tm@oXgmoJ?S>c2U+^F4g})b;#4TS?2JB}b${!=8*8IXNm8
z7Bd<e7<APPq<UFcSTZ)UZBbjo!{)p@?-pNs^QTWmvu4c#Rm&C@GcGQ62j$SLEUgPs
z-%n?lECOwB<Ma3Tw=Cnh*t%lXD%pH#Y3YyOzpJaLw5(dC#qjns|J(KnRTUKp+i%~N
z)z8Y#-nwuTXtji^>%#&I4^L0W(5qz|+ZJgQ?GX@nUA=Lk1{Y{X|44`6^4Jaj^X-<;
zt$W`looDg()4hB5d}bQ8Y6dUcQ6;^b#WfJLsKL}!boSX}hg!Kme)^PjexB`;B})Wk
zWX{~!m<$>z4_ghI8D6k;c0_LOTCpAr<0Z{(yoWMOCQX~>=HS4vxB7e9iwg@yL`5gg
zpWnYoBPAsz0eqgv;iQcxDpC}8aimZG=iJU07#4O+cl#Zum>3z*E)G>y*6yQ+O0UPd
zS5;Ystp=SeD8t9Tbm`J9Tec)@zPaJ{+b^%L_a8ds1e##_^Yin`GiOwEbb5B|u=w@$
z_3=h#_7f*g95{Tq`OTXg&>2A)84Fgf^gOnvyL-{)m!OSW&1}3@Zy$SldfxhQeVdqG
zOvSCId-v>7xwgaM+|AcMYQmshV)N$Bdvka9^eIzBnwpwG^FFi9^N%HMoG^Pf=+NuR
z%E~L(t|e`Z`0)L^x|UYgpFcHjJra#~^FZ|t3me;{88cRZ7r!&4q^5!v`7X?#zPVw6
zz@tZ&)i;+eTNV@)bO^MAJ|{=#_O{&Q_xJYBIGgtD++6RlFtJsuK>Kdu);~YeDg0J%
z0cbd9&Kw!g`k^LP?h|LuT&XGo&5-{6{T;M)golm!c)vX8B$LfIeUg(GPqPqwRHI=w
z+xPF?_jRD{8K9$+mQ-)-1}$*8ySp58Cdz}ykDI4Y7r$_e`&foaR_sA(DXA@n31Z!@
zr@L0I@^Wxs5bI_IFTHXN4V99T+7jt8C%pV?m2KMQ$k%Tl)~xH%7G9L?;q9IL^3u{j
z|Gw`(e*V1w>sz^-Z-NdwxP4nXKR;heN-7{!l%F5ej@>O6S65eeD^$qd-agl3QQZ3L
zRn;b@rVBN=%x3%UE_zh6E=EvX{7~BFkGJptoA&qj_svybvouxSDuIIL^|iI2ol`%4
z|DJDl4b=8BGt1i8b~P(kT>r=K-`Tb$bB|BFd{oM6u3z=KyLs+`B7gq=RlO##s2j8+
z(R;ey(?)hV1rw8y*%v=tiCDaGqhR~tg<rXBgV#LVqfoRfg84$9@VVsPBT|o?BtZk9
zn>KCQ5TOG)<@rwGaak2LwOzYn!$qI7TiV&lxdv`=U_Nm9^5$6ou5AY&yv$14GS@9M
za7x)}?XE?scBwt91!AY)1P#F2-FW-0Y<_C<L5G5Z4d1pGYbeh7X?*|Nk4t5h6K1lw
zJO>@u|M|SVy0$j=?z`tEsd{g@S#jj)<2@Wg^78!$6D;0GJT5tBeoersBvw~f_sg4`
z!gKwuzca4ST2p8@zr54*$kPQPA|flm*I8`1{kEmOeS7uiuG5Dj8UJ1J`ryP-sAU<~
zvF=FL)}YA9m3!lJ&7=hd1%<MAG{{)D2t4=h6JNAC@XEI0tz3$r(@sD{iDH}lzOL@g
zX=kO%-rTsDnD<M2u5tg9bw5?o-LA#nzCQKVi#<DwtzEA_kjZ~FO@#G%sZ4q9Vj1I@
z{kh!YdMP(HBu@Xk_4=Af(CK9{d%5+jMIAy5ua{3MJ5x~Vysp9Q)YOuTkt)}IEcBfc
zaro-(XOoV!ty%?|me`to{nGaQ``UTO=k+bpFflhTesV%kOh3*iBO_z?%87Rx7irw`
z(K_7DfBf?0%WwagTg~ljYGUef10APYzWW>Fi?3CnQ+f8){+6(<`Vu;QkMP{%NgE3u
z9AM1*Rd-Fe+&azSwLx=f_B8`T%b61{1Z@B9^Qy#ZQ@^~rxq5r#=JegWEYouyU;I+C
zFLq-Sr?A?Cr%#`j{r=bvnqB7P<ka)bSrfN+*4f$Smv@)H*Up+huXB;c6?2mbo0HkM
zN9(janiqd2x}o_%#sOJx=2s0h3j`&YcHE!1-E`$f?i;dV$98ZEt6UQhKPvfq`SRtP
zKP;R5LQeQ`*>NvcgRNUOWIlFVH`8V&Lw)^r>vfu4PL+|8M_pZe<gBmhJ~o}}=YDIV
z@|viflRiE^o_%!QZY$S7gPA@#x3`@wwKd~mV?Nx*oBZs|%)FoH-{*8K3W$vK%+1vW
zT_eHC$(gtPZr7rK=;+hp@ihlQ!$P4(W$IRQ`(k&O1;)mn{dztAecA5|H;-+<SJk~~
zlhL!Yv)d0o*wjDs#iLoXXKU)~KUcT^tEt?^Q@CH)GGS8`XuDw}yS$2>+A-bRJ2G#Z
zZOgfJ<Z-|4vscgNZ0yzE|GRIBZS@S(>}#T-6&Ed?+g7jBdi}Mkjb9$LPv*|Mnlep|
zE+@}S%|2!KiVdq~N!<CIRcHJ`P|N<9Yxs?GhwT>dOnrT~M4o9+ck`jVyEClI*PW45
z)awFo0KR<T#tHxWf5mNlGB2h*|G4W}nogQ=|DR{(E^TeQQl<M-(<g6A=l_1Mbo%YB
z=WiZcAGR*#{kyxMd6@?f9%w(>^Wx9HS<|LHyY;#A@WTUn+jl>me)-%o4KBWR=FrfM
zH*;>}m~FqEmmX-o`|i4}7w_KtP_=hotn}Snd8W6^9+d7o-nv8Lmf_*N<BU5VTc7;(
z_xXji&56hVuFH|in9F<UT|q)|Y4W*?ZqE%5|E%91wBwh>+dIqG<sE;z;PT6Y8*f)U
z*!I4BU;gaBzvsW3bz{ThdB^Vr-(Imwt88~{RZd6urEkAG@8*@C{=9=J>P-IDn;Rb1
z*<LJZ`1||4`n#$>SDUZdJ^wygTk%?fUjx(H|LmZA3fc(i)S>4oBn{eh3OZD!<;5n@
z9z-xxz^Oyed(cQd+H?_gG~A<CX>%qn(s)twX`;ZP*cXi7ZIiZa^L_uy4dj<ci(XEM
zc<iNk|Iv}u#O=31TYs-!y_z@kPJl>jR~Of|yt`d@^U6VIDINGW*ILuE@Q|*52v@-U
z3kTYKXK#qm0iEW=w1N3{z{-MB=W~mMZv3i^ZWUO!z52XdS69~^qn!&GK)swhdn7mC
zeDmtr4%_k`@uQX+T}|NqQ3(bTclN2b_$^QV|L?EOuNR9$!oqf?uIJc&_Z;Xl2+-*1
zo3h=}@BJ0^rWwD^|MBlx-TWhARtnn2lkeMp;`muvnRok~zx}@%*W>Cy7EEKDC=fnd
z<U#+6IUwgau-<cesv81Yj1U&yWol$>RPpDcyXCy8Pq)4O^X9UD<=dyzGcz+MMm(0`
zS(n$a!vNf>1vPKo`(zvgMcDY|&YYO247vv6VZn}FowB#0qoYq(zu)U#Shz7-jb~2h
zbkH>#jLd91c3C>b2w5%IxO1j6JO8A4;MUh;H6PIF7B56tuU_T-Gml9kI_k%Rzu!-u
zI^*)Z?>LWwv3B=T`I-jM;WD$8kElMgvD$GzedF4y2elzwcXljo4~T3##UQdhcd>wd
z3txtrlx4{aftQ(?phK+6{#1PLG4)Zii`q3M`FP*L9S>c@WeaSqXY=2ymv3%wmoYxq
ztYWrH;CTUf86{}`<I0sQ3pBVC6%|1fSfGA_i>vF-(4xb6+c#%l*E@9R(1%Z-ib{*E
z3f^5l+|Dm7FaLg8r?_IB#`BXOU#ibfxjW1B%Ju8X1`?nvK=^IG2-yF;dH%zvFD0`Z
zlFzS;{qghn<LB?+o8=Y-HMA{L3;Om>)lRW-)1{zrbI%TMm)5fR4pXoBH~gNf9vaoY
zpoQ_>tgJOmml`cZ?x=eSFZ%qVVb7nMd4E37kNkbN{L1y~i?6>1owfh{|F7$Ro}}9!
zK7RXl?zz|1-`*U&eqFrY-ah1NY}D0LlG!ph_Rs&(!s0h&%8p&0u}#01E<Yj}sUrru
zqT=7*_w~WCvAwHSS;+9MTD|(`_x=CRzFxn-?`TrtZ2jj}b3uoRCvA<Av?^I~Th@dj
z$4nZueCNaj#g_K=-Ko;8KNLk4EZa8ixO{cbdApx2w{Atr@Ue?^x6YX(BUk^%(C+7t
z<n2FJEn+VE{0TJG|K`TV2W|7+MQ`j(X79AE7Lu0MKF(9vYGt~zaNX}%ZQc!x$_4Ya
z59L}mtX;w5sCejVuizu0fQDVas^otEeg8A%rcqW_)`r_}qt<*}eq8?f<9@rM?(@ry
zuYtOWZ*~+uP`f|-R#0QCb@`+TGdyx~boe?=&vmPq?c$j0=kDjn7hm)7Xr_F4=+yIe
zzkBZ7iP`RvW6{0<wCeN8lN1{po0z*x_)4rm>u(uAJ6YFO?c%r?`Q^a3x3?qrW?jvc
zH#al?{BQUBpuo_lm!7m0bDVlN*ILrPP|0rJzC1yOtxK7UHf>(Hc5UjH8HPn?1i}rz
zD#`Eu^QxhFMNIRfZFeW|*Z(ip@W|&abiKp~I{52s`Te=y3X_YC-|zV<Hg)P$y?)bK
zzG~mz+&cP$Q~1NjkA=IrMXVHl|0v8_wOZ1&YRm1d=jVDRE$$8wY2CBOCMzrJ+zy}8
zQq!M5f96fRQD7kh+6TI?_V=Z=(dOHKGcC~Ix_b30Xk5l~vRb0Sj%*8+BmBwim-=N6
z7EQ~#HFM_7DI(&#|Fmq#e(tx+)qS#n^y|9gJPS@{q<nvO*T={2n0Hoo$Ld+XS#I49
zeA(_aBYNwr|5q4R-dB%{k)O+1n5l8#;NRbdQoZRh%XX~jcy!2VdOhE_H}`zE=iT+_
z>2@wX9<g}m%)Qm$3=}OT^Y`A<?azL9>T2Pd9SryG-Fxvhecs84_17Q2ef#!R+M>%Z
zL7kxt6QiUf9NT|4F|F;Ko_l+nVZj3jB_*Xhn|hr}#130l`MeZ4y0mq3iGyRJqPmxt
zgneSu>05<**4y*d_4N9F?6BZ8X(?cKZ&XW|vRb-`?c6PSX2-S#9oqM9?pw^T*4Zwm
z;$tYgh=@o)P|%?r?~{4UZKl7!wG*^B|55dqg45r28hhrH2=cXqP7J!dI()sc-sCA$
zKwG_IZ>4$$ioAOL8Z?12S>6BG_3Pqu{g(TFy!EX-eA~wt7Z=}nTLzk~_FH~=*_l$m
zrLXz+#<jfQu}Zk{;o*;8Kj#+CY;0z~tgLq~HFk-wuI`&V`{s5|Rug>ky4&gX#zk-a
z!^>k!ul<`bV@^-sHATDJe#s&u(QxtW^OdC=nOFE^8?zk!X?Z37iIsJ<)!ME0$F|&z
zKlga%?k#~G=N2#ttNE#DSp4WYt)iwTBrpGdlK$&k1=nMDd-(ZXOXA%dcmG%L^5UPB
zdvfP)?3}E&^_XN${l}NTx9!^1`_Avz{c^!ot3Z?EpoO$`zi;0!lb9qVC3VV~-`3^(
zySuTsemg9`yfOW}T%U|(lizaZ(9kbcw!6#UAImWL1X{&1ckbCICntX_4iru5K6+?X
z=;{w2K7b~-Tth>1%%pej+<D_|8E9(@=z1f|q9r}q!m;z1XUv#$CU^V&bJg$n-G2D-
z!32T2Z{6_%Vp6Xr9ch#E@b*?#Rb_2IeDK{|YtU90>oT6j7f;N(x_afB6$ziNtYl$l
z-KnBbv_k9t+9=o9SlR!-{}jKKs5Y^k`)QMr-M<&gzxX8%9C?x=zQwP@+wtL<>qfEj
zuQ1$bK9%Uu-sSardeh!5-yZy6o2rx`#bu|LHJ>-4u}ggek0|@vYCV2Y=?{zsEUkh&
zPRoftdSuzK@$qrvygwD!<}EwtmXM&Zf5-oS*PQ<9Wz1(<vV7^pP38J#vwLIjAD5Cm
z-goiJl_R^hX0KeoKK<2}OqQJ**EX!y%HIFG@763S-D?+KmdN<}FW<DNseig|@`VMC
zJ+kI}cXw7Dk6Eg+@nWk+*CEh;=Iz_fL5G)XYHEU(h?KpF0G*{={P*ki-Mc!Y&QIEA
zs?Ed392Xa7A;Sln?Cj~WDKFpZ?XmnaXg`#$<q{39w9S&c@Amcg^WWWFt`1tux;v=D
zZy{6NzI`@-?|{#*eRn(m@|`<9^$rZ4o}M;ePAKc_`RF$N>$L)gj~_qkMC=IgR(bWc
zs*8(z<INlw7q?4mqs^yZKRDAUS4#Bh)BoG!W%*=QbuC}64w=l^v8C3jWZky-t#^$N
z-j`=R{N0l`!#Ag*=D)E}hfCqhtG=u=+MRr7|4m<5nqS3yw^2c5rQ$jsu7ZU7c1HcO
zhfm+0J>fwDWYNBgirS~w?Q)NvMdz1B{tj7i{QJhXzrVYMtLFCo*<%wRa_I2k&R5so
z&T%f+-+D55c~D%~vbVvz4>NW(EuSua@#006_O@M5b@bjj2}#Fx{HhhGeZ6-3qE%X;
z^LvV)oq0I_|DWY%p(|HcORQLR%Zkm`E^fE~`s<VD&h3p`pMI!?^UM4D@~f}D+O+Kz
zxKpr>*Zktkk{Lc~|33ED3kV1tI5X4u<A)Ci(l+lbiRZc)8KPjN)#WZ<Kj-Xhv%sL3
zGpoI)86;oRS)`=AH8tkywi72jcGceJ%lMm=l#}NcDB{*HclJo(;|)7E^mZ*WsCeKo
zrI9)M|G#~@^0hw{)h2hoG){l?{%x;};gPAXmQU5UEK|CA`A+@Mqf8r@Z&CdHTTVzg
zK;p@zYg@m$NwaOa>tFWZeS>(x+9f7OM4k9k($YU4KQ6a;$&!}i|G%h<-7Vt2dA$Ge
z>(}1@8<{&hJ1w*AH+cK9E>cqNv{Sv7k&yu!b`o6dW|;Y>V)}8ZW;ULL4-JfK>n~Rw
z`TJ(Ff5wXS>A!j;S$_QTT2m-C>BftsIVZVy-|ah_rmUsa_2EOocCEUXIrA53fEN8v
znsn&e+UScfOF*qB6?Jvvv@;TW_U?_HcBkN-erV{)6DJf@RYB)-fUco(m#+nFlYe=C
z|Nhg$u1+P(Uaiu4m6h%3;gfQ0>vbVf!N$8+dl#8@Y`9z{w0`ya^!M-Xu8G^q)!fbw
zI;+O_>{-yMQuX!q(^+M5`!`rxTE4lxd-|I<Ij>&5`thQfU&1tv=WrW;`PX$KkA#Zr
zOalu`lNPVdib{9C$raJ~e_>GTA(jKN&-A_6zbz_a5@r6NXdu=4Z(ZID0s98N6>C;L
zJZb-L;*=>OV)tv!`E5UOC^|aw{QAee%j@@)6|1-Ono3DY-`rShoqc`H!Mx2IU)|2%
z7`fJGhQ-Fx6??jGz34F&QLt8TpJH2WF>k7CX{qUHyI&m_laGT=_L+WNyCi(ljTeh%
z&6-tUA@k$+@5Ps2-qG54aoQq{imEEm{g?%}bGIjMzkT=J;T4x(c64++*!g@ObJS$n
zch}q$>ojBwK0WbVwQ7}wRgHz?!Gn1duUJfVdaa|kIqiJfxjQ>=$o5@J)X2N?HE6j8
z3oGl#8}k1<7HO=w-`_0y=+yH+GP}ZyoEL5tKeG0~TMdhX{S4PFU7qRRe{Y-~E1<Yb
zi#20oM8(^u(<A@w|3A?tQ^?=utH?n|$2`gSE!n#lJ$U%=;MU@22Ico`w)dKXP80o`
z+`kaqH{E+gD*b8R@!CQ;5!Zz)S8_HqG%$plKko?%RaH`Iy16;Me8>HV1v^~xIa~uJ
z3=$Za_rFhi_eAfl@S@Et96SpR-4;)rXIuT~>BEPcc1fjYCkF%w7%%gGZ*b_o?7D9j
zUteAAUJ{(PqG(%Shj#q!IO%iyW3@$QJZ5`qF`MxKgL(d90dXf*P>KKV=lA`SC(Jkz
zA6L;hud_3+UN3~PzP^6lT+7Xe|GpE-Ug5E(&`@RLMOM%@IB99d?|wN4{_}blroX#&
z+qL6d3VYF}&5RzeE+5Z5{CZpb^gB~GTdx)f*Z(dvNvUOrP04{}XJ=PFTe<v#G>^^S
zH=BKC7%cRzeOdPX^Nu4@;(ot2mpGcu?p?M_t;8z!^^D?|kqRvq?6c3hm6e&v$;o|r
zb@w*tz}%8duD9(=ITY84RVlpwQTXr2jpQlwY)&fg|Et@bxAW-LvqGS9YvSF!<r_B&
z?u~o@&DN|%VBK<tvuDqWJb5lGB;{37vSsybm6jKu{MK$)Y}s+ivb)vp<8u3r`l_wB
z-|v|mZ~sF<j;&dSwdFLZjTk86>YXFO!v;F{>zpU!sne%G1LbOJZ5uWia5}UI%yp>B
z<tW^m5v}v(^#8y8PqNot>}owF=&*y?GpEEcw>sy?@87$3Svql;FF)H66zS=cqocTR
zVQiMn8i7NxCnty~t`p1cZdFrL`!xOe{P#jfosM307Ltyg@a2YpQ_PBO#)~Sdt9I?O
zbn4J<<M9-H<h7g`G#q2>Z`XM+;la!2^IjJnbvioLAEd>2<HM&<Tl@R_MfgRX=1k>1
zaq=YNg7TnAXA%`!UZh;gcJ9!g8m9Awzkb1%EmPd<en;o+`k4k=hr$Pr({xwRR?WkQ
z4}*evhvn?EZs$Hemf&HlQdivxc0eE40ZW**R<GWgw6I(!?hJE~PRI^T&zurNaA!6n
zGxOm6`|(23P92+r7#3gj*mtHwsb$BK6pt=}aG~^#7sB`Ji&?##mHp%MWPh)X0S~u<
zEH*VaPu>`@<wzTktDw`IPBUe%%AH_+N0wY~6A0%@-*}<^?_+tDZ*NY<$5l9XwQ_A&
z>+IEY3ly0(Yu1LSwU?5eIST!5^=O2K9yxMMNJ>o2u~XoY&_qQ|rx;Ev5$@V=k;nSw
z^*=TjWKX*BqG{Ib*&CzQ27xrid3AMX=H;mcrnv|@#S|H-xOS{t<Gk_0{l9))tzCMK
zLejAT!NHTwM2;pHoCpw6JR-SuuAr(XShW}^JoVf|mqx63aVcirjeseuwa=90y+4|_
zeUU~~KWImujjiqaU9~r^p7`$`!}GRwvBq1g^7so@KkD43yvfORn{uwkTx<E3%WHQQ
zGTk`){SN<qJMsPIF@JyQ-AD-E&LBCdXy(qN|6@u@yZqd{&wi^v>ZI=ftaJH1B^84U
zOXnv&zvvQrwY#rf&t3ZN+}-bX``z63zQ2(z+|(g7RECeeY`5(0yYF88Ej+2&)pR${
zJv8)9nRVD|(e}rO+*fIKIXOEs^R+YE+uO_Vv760a8+`l4!-tJ`^Ny!&-Wi)O5E>dN
z!V12MbN7ncij|sOO@|*|_;<Z)(T=-yBJb88He}uq{~$d!5VW5C<mt1j7Ah?#R%oob
zzkdDZ8#!is_Us9e<;&q~|6Qxb%O>J_@bu}`m;0v9^)-~(^1t)*o(ff2<Cwqm3XVyF
zM$aDD#I0zM6=m=8K7M37+e|IK1Lyv$X393GCoJC@K6AGr1DDpX_y5a|o4s=Uec$R$
z*_%ms1jHQ!MP$mXS7?QGxAxopnNa`t^L)^h_m|D*FDcu}ZSFolw`);Cxy6T1pFrbw
zrH6}`th&B<Ro3h8!Ug9m4oha&)X&=yl+?TJ<EBNsGP*%)kU>XHRegC;==$bLaiQPk
zsy{ypm-)_a+rR(6YwmWx<;u3U;5#Fdj&Qj3$=qCdaMs<t<@@%{d+;Ek#A<r^i<bv(
zCLhh)E-WGOV%mGzxqintCLae~HvHf~<GQ@Q7l+n_X&*N-^6>Lhvr&4~WdHiy`P1dA
z!xpa6+Wh>C;)2Qc=6vnV!s>n(bhWtr_4T*^_OY6Lu(!9j<o&(7SI=7N&h>M5bYx`z
z_BQ#&g@rG^{*vDpWDdHVEZE=nXl(i2(wp(WL3fX=4qvaPrgrS@z1h>77HOE6ng>_B
z5SZ+%##9hn&nfzX|BuWDhI}onPa*79QNmJN9W>rmvIa8F%Jj`(c{s1uujD|Wg1S~$
zV>4T9t?gu&<pCnC)24}mmhRgnv4Hlf?OD^~*vw{F_NQX|4vXi19#wrh!nw=UefQIz
z30;d4Or$b%a#XamPQAUwzILNqU7Q>{zf8i12M5D_=DN8C8q5Zr=C)IBW8s4XjF&E7
zUcZWY<Kc%3wrvwzeYNUheuZmb#P&Q{Y4g04hlg6%igsBWZhZKse#c|>P1;)nmtTJP
z{(b-a`SVxLR@!9{8oF}z>ccr^@mGGwuD?8S;!N=Iw+)QUJ3gPY*7vk7wUS-6YS-KJ
zpg@te>Qi?IiLlz++cPmS#oV3ZxBT+U83u_=w$<PEyjfrS-~eNvob9Vuu?3Mg-<G|S
zmfCP5NAIuGIwr@iL%y%C3GOS?z5n&4^DW!&3o5D)e~&$N_jAX^RoXmDE;9bxw@)a$
zL*6A&<lEcZ$8YEF?>+o5;p3yDJTevnySw`p-`?_g9UxiWZ+c+w{`oO4H@2N_TLfBA
zI8oVsSCxE;r>UuF&b>V|Te-z|J>i-mu;}%VFPHr*-|zhnx=F3y?$?Udvz3pes%~tP
z-tjF;Ln9%s((*GKZ<BOhL1}l3K<<_6*Fke<XVQ$n-znzzo~E-?Y5$Kd?fJiZO$E|Z
zH-q*eA5Jic`NUJ3m#6po`ugK3MmwuE$G(cO&3X0u_4+O=!$sMr&YWS1N_W{gXHA&4
zb@@9LQ`4(gcOO^^K8)&XPk;2<Fez#2*t<T8dUG3@AAaA@zF2TxCEKUZw{7Q4o(x+3
zV=(*dy1bR%o@*3i4km5<aEMzUbd+}?=*pfe!TzNym$Y5YO8xx}w5;XERo_C*PSYq*
zt-A5{TN5+0Mb}^J|7>($e|>Y>S*cgAU&rpfsh7Ml0<^c&qVm%cGo1x%&z$iAEw+k^
ziUOTAX0_pFPKtH9%gejJH|^Wj-p(#6Dw=a|&&{j54=&~6;`;HZTfe|UMxxiP$8GU9
z(D7woUtN83bMx`5XGI=e+VytZwcCx%A8utQY|P-7<Y5b2A6Fa7ayLC`V+2U2hMpeV
zf^FNj-Mz5$%o!iM-*1d{a=*<Mn41Wi`2736etG)&d7vH2Dk>^Fc6o|}j@CML%F8VG
z){|Guc7y~53dYxbWCfpdbnD&j*@qt{TwN9V=HA}hSI_QwqO$SgQ43*dw&sVE)Xkin
zoj-p6e*K>r_!z59$%DUsRrR<j`}+EVwv3*(v=2D<R9aekt2Qs_Y%5b!#<j^8UcG*u
znUUcDK9q8cWc;gFuMDJmBi4q27&CoLOiky0&1$=w_x=K3dcJUI=+?*(zr9*1Ml-Ea
zEa$R%eXX)x?AEJfVKL*?t1Pqpduu|i%D`LfjFOM-4X;_oz)<Dr>Eal|BY9uz&ZLtm
zO8WZ!4;~~WB_-+oe(mn+n%Qa~%g4^k%WGm{!mxJ!`CGT5&ZHUh^76j5YX+S#vvJYF
zg^j;{Re|c(n>kmmUCTPSw^&wfvZpoZhU<il5i3@%JeamQ^R<yw?{goAZCkc%v9_Dx
zv#e}>`Ruc8XVbF3KXnQX?Qu)qog92SIWQwbL)pF0W%=d8A0HCevhzB`#>)Qt_s?gJ
z#m7zm^ILYT`Sa(&|G)MxuJix<9UrkXs9M9uMh3K^)A)+nwSr@u;=<V$!m8=rrgP4}
zKNE4-^7Y-78{NFUPfI5AHXl6j;o)IUUf!ka*7fDy-nO;6E;LkhbK2QM$B!Ss`rosV
z6*MaWI^0!GP7bsSr$^rY-c{dS8W%5KeETYTORp*DSTSkP$vD>a(!Fj{Qc|~$O1Ui#
z>^7Y<|6p)(@2y)=y4MP>`Q_y0EnB#7;pHS=&=r9j-8?)vl->J|Bp6JXIMFdGYSy+G
zXJ_WRx;hng_1(YXOHb}xbF6KLh1u-4o4(#C2oh<1e7t}1?AhKfE-XuzE(M*kxi$Mb
zXd%Ix$jzY1_(Lt6F0QU0@0Q;O9pjUhrnYh8#+KIBja6T>KxceToHp&)L}m9MU)R^4
zT^GB1Lxj$a9J51*4;Na<fVPvx|NnJ;P0UWA?xTl%&F>xot?`bDk@5BQy;JeH*TvPf
zG$Yy9m$&-c8$|;H0oOneFE1r+ZEgm6d3n$*#q{{P&bamJii(Z5Zbhm2&+|!4R5Ud;
zH8C+UNI1Zdl$3O1V=_BK+UA*dwZAr0f6rrLVzMZD!jXM#jiRPz=aMBVkU=nIb@ld!
z1_sdT-@o4k7R~+isR*)itnlRT%au&qZokdByGzvH-#^Dp8q@)JcXzh={hG-Ko7pe#
ztu8MrF5da`*=*1eDB9ZGu7N97tpXi}BdqQh5FUQ~(a~;DK`LRC!twZcKj`$;Bgc+`
zg73!0WY7fyiHV7z)i2lM>*q%2?PLuN{rP6|c?rWLmax@RZ|CiPyTx^Nzntx<latji
zzARBuQ@eEOl2dZB^46_ed8EyFcHces>FH_E8Z5Ey)(H~?+IS=n-P>FJ@xuquPP&tm
z)i2+;apK<IYS3z@E{^5PmVrhF!`8)kmXw%4_C`-&X6F+S5CC1oH`5@oDf*m?s>^ao
zix2;|m*0OFcr}vw`2O;!TT8xkDK7keZ?`OW+1;yGug6;NdbjTPtuj&Rh;OCWWA9$y
zq}{b{SBF<H3kxIbOMxmOA*ZT*<C7_`YX6_G-t6cQ$W*RoIsf@d=NXgc%sjKV`1zgt
zmdkB-7Jk2LP;bX0&$qYg=QrW5MH6Pv_I7k+?Ck8EGJU#n;vp8$3bw#N!RPbq?Lb?H
zFD>y@QBm1Y^wcXUDG4-FE-5K_<j4__z`MQQ<3L-}K{phF4meomJA1?Jw>x6=9zA}%
z@%CHLl>hzz|Gq<$+STy*v#;0h_sh!CTDx{_Ox@3?>T?%`#K)h%wl<oRpWl7?WzY%6
ze6m(8i!@r=+KdVwIN1IBk?f-;Y+LnZ!N!dfPfk`3j*0Pcc4qeV^#$!AnKDHL)NH%&
z(zUPlH)!>1Q&SUYzva_YQ$a`3GcvPHm^`_8k;aqf&rfe`dtp*pS!wg<!{LyS5YW*t
z>vleqTI>AlWJu^&Uq8@!P6rPjw3zG1!^T|u>&wGl^Lq>G|Nm1_R|jo+18r|jOkDWh
z1$5*f=y;bUOIW&(f)2qs0a{%9;9xW89H0D6VVRklkB{|&7RxMIwhVN@Cun*o?d+`9
zMH)4qPO9_BT8XqDJ_x!m>k?=Ba;s|@IXNjWE-bW|>u2}#iLhI*lxuV}Xo)1qdvmSJ
z7hQktU$rLDK!SslGx7euS``(Q4=2^<3kV82u8-Tx!OsucaWvy>8fcI3kB^Uc-+8jN
z?}>)ifgN}AX3d_>$;D-*KC}A$j9c}8U&k+5zT7zLibhse7HC)0%a<>&T)k?TazbE^
zpZf1_Zx=6E(D3*7cjKZb9({7Qr$8IvZ7MeCH%^>8*Ecp+HZ?W1=GV*Rpqt?~r~890
z_AoLs%E-uY2oy0gGFq{At*VyRsqI-Q-`?DGadVqzaxV4sw8X7ZFE20WFD)&-a_w4B
zY^-ldiOK2d`tG5j_a*N>JlsBc{`~W^OtV+4Sn*-*R?rGFc0QSezrVin$lJ-xKHC<z
z9@N0zwae<#<;$Laernp<-CbQ=({v&qc~5$CW25uy>1_h)8v6Rnw{5#NJ>g1|-}1*7
z7CM90<ARO^D0<=ny4xx`TH0-~;9T%A(x8JGwr<@D+6KtN&OUk4B&WzoNnv%rCGP!l
zpgVKr<ose{WWIj=3R*s;?A{03T==HU`sdG|OO`GT3=MUSiIG{jaAAaw80f?>XJ=;6
z$<DX7WUBjSnV6b_PGr8YI$Zxun(^1KUq!^llMN(RtX`dbxQ!Q7_=JVIxwx<}v+*Qc
zT;vMcmhtFO(xSzSLCa0u`{hzkPExgy;oGzsH1DNqWHjl{ofscA;g>I8rlh1ym^A6o
zE67etZSC&0(c3{QeZHP{?b!VO*X#emlRjPYeyghaf4}dxty@1nY?q%jY0{w+6O~u4
zTlZ{s{yxy*0U=>wpz*U?w{C%MSvz|4=#wW;4ARa>fUcOmyqy1V8}H}2u5WK{R`>Pw
zoib(0hKi3#Y&;SUQBhK}&2p7YO{YG4md3-z49bVAR&_y6_%WF2b7r3H>=`p=Om5p>
z@-pcDMmNZDoFSp1f?{IFx<s`vye!!fqc>~zY|z%<c7FM^ySqxKOrQSvW5tFDoi*|M
z@0I`j@bGYLdbzYT=z<_+UESU(Q$+4>Ja$~Z-X|?hjhB}<=l;If*ZUW|V0!iHRmGc)
z$3b_vnBOfC{(isSp3OO7{_ATmOP)M?_UUSPykXK2jy7KDW2dHS7h1^d`?vvgn76t*
zd-qY$VM#UW)_Xa--@M6LwQ5yIM~8x$*|cTLKu1@(gYtERGUVWwtnBR0&Q3)Oiy6m`
zxmA66;pptl+|0(C^y|w@b=yGD+yv-C<gzlew9PZy+SpE=I@Rz^I1qH0OJQN*lqpjL
zq@}(0*ZuwRVsXEQme!&bD>`o6h%n2)=MxwxczT-d;k3=5-NUO^uQr^0RzyrJ$w0!x
z+k3HlznqG?I;a)gCu8Xp7A6MTZ@6rk+iUx)H)~}xWE*}I?$HMAoKc(na?O9c_c;$X
zZ8C~)I+$V<7!=fWFhN00jm<UCK!V3YhA${6h=Z3m_4>M49$Bj?Q>IM$_R*S+xogpn
zecK~+u3WzkI-S{X`Qu03`o|Ise&j8`{<_w>^}&OLNs}gldZ!i^KUyU2=9#y)wyLP9
zO`0&_z|!e)U4F|K@7y_a)hey1=;)2N-?p^23W|!hUd&L@)9c%_$HqpE|LWDN`<^DV
zva;?on(wW@cgmD0B2G?D7haaIu(Jz`h_tL)HD%hgUtv`#>FM)7AM0_N(|74okd7Gl
z%$YM;SXt+OzW@I2wAHItZMgkbqSwvI$*JaceL;c2$B!S6PhAaK0J>?Dk(RdhOq)uh
zs=ac}2OsS2Ex#WS80eUtt^M@rQ_vv?j?HWfFTbq$&AT`5{q5&2?(V<8DXIs@$NMKI
zD}Vg>u}9W=+Ct~{M;|LRw6#C$23~zx;^N{WASdS+6eMIeyLZzjqdR%#OP4Oakz+P%
z_Ux0VPb(W5PF%7?CGG4iR}T*kM@L5q9=3R=T}zj?D!cbRDB1~Hod4;`$)Iy;yV@^Y
z_&;UIp3i(bv0b13-(Gt*ZSkT-hsxIo%E<T>78+LV1#P;y|FQA(QzbLAX)j)6l)bwH
zx`E2W-~ant?LD{m#;re|v@sw&+}+uk*=_MeZoM50i!WAOO77jT!9Ykz$ivIa>g7f@
zhr~q1jT<+rsHhlZU(<<yKL->eQBeg}b3td1ii)-#Oi-}1oA>8Wjg1`t)TvV=z~?M#
zXlWfvFi0?)4cfGtnVH$r*0$(6XivMEg@wf8iynoA8}%C}O`Ym`e_!p^f81RR&kHQT
z7vUb4uRn8TW$;Yvay`)E{`OM0J<4}iuUb{GGiHX5nv;`LMs6;s9ev?KKvGgtpS17%
zsZ&8yiJ%tiT&t_w<A1!{=vG;|Gynb*+iNd&+<#HAMo?JTIVtH;;Zj3cQ&ZEx_;~-E
z939XpD<>u>?ugOT($=nhTHLh=6fG$!Dx930H{O<MX=xSgz6-ip<k~gR=2G{5IaNKq
zbKiF!&oKift+@5-8X6rNHW=LZl+Twux5RVuu0I>wRLqz_7s9Sx%e(nz&&3Rz)%#a3
zUE12##ugF^I?_c%OzhH~J3h(D%F1p%3pQ@N7{316l`Ag6!NP3KjSn6q+-I-Lf142z
zA#wKX*(uYe1%-yXhJ=XJ{{D6}!C=CaDNk-M1nu3ras_m*4k+#ObNBZ4E?-mm_1i&<
zsxK?@lke}TG+wpp(&lvkJ9*~q{PM?MmVl~2XXobkZ_c;zN`sC|^7Qn)a{c;myFXK>
zPAvo-$&-}@8bi(6DkLP-v}zS-K}AaoOV!s`psc2-_;8NO%$6S;`(!Mc=KSu|i1YRJ
zy>j*H#m(vdXVQ$9E?o**dOc%?M^cg!FE8)Ds2k6orNv*m_Oc|&XeM}Rcxe3Jy+@Nk
zXO`~TW!1(f>lG0pVQ6UR;_klq@=FeG?$4^+US3`q85tkmF5kDFvnVJ?NK#Vr$+Krc
zfq{;Wj*Qagc`C-nlXvW}(9+h{)Yd+nwi$E?b6lL<$B!RZtn$js(`#nqRZ>xDnKVgg
z)22-pRbMoCd3m2ae}4JS9nitnX0v-wobbrX&ITP1^5(`y2_Cll>?WGdf_INKFn;)O
z_(9RZ;`51TPcA%}<hcB@Va108&^ac>#h}Addn61GZLiPB%>4NE)Q1Y28E4aG&6))|
z6=J>mwC@p%7cFY~^r>jk;>DoT=vJ+oG-=W!Z-ZGrYM?WVG&L8lTX*jI{KvohOc~sI
zrJibQTNXXxxL@<RcfHEd#~%wmJaCNB6AujyH8C^$Wyh0yX9s9PMMz#Abl=&+g$rMl
zfNqGhEPEpn8XCH9pOd4bV}*?z7Z(=?Klp?;7FO1Y6DAZ~>;LU?{rbkp7k_?!W?mQh
z;$+44yP)%NrKG$nD=m-r$%0POdGaJhN?IDUc_C@zk8kP+4<1~xs_S5a#lwih)jWa0
z!G}8pl{q*$6|Jmh?bu-fo&sWOKiqgUY2lhRJ#B4l_wAni?lXP#=+TKYXH@L%=XZ5+
z@yXkrxgKBdJKwI>!^302wr!x34P^L0qa!kwMMuh+EX~cQ*Zl<@ujA(E$XNUP+t;a=
z<t>X^jvaGb6Q-S;o7>Xfe)+-$Q1NoOonPI=WXg>j5sMZr+EpUS)lm2D&d%bkd`@%r
zefm@+rW4^16eMJRx8!o9uKUUrD;BI>+xz56ikj~%m)u<4($dnDv^1ld9|d0C-k^JW
zbIg)A-{j!uKc2TeI4-Vlk%owf$cFs;cA$OYF)=c|y}jT|P*shML5F(<hlROiXKQzM
zb{;u)>=&O`Q*-mh*I#FxO?y*jeemGHB}<piHEO)DIo&^grDsjep7+f$9v&RFRbN1J
zqqlBFy?Xt+v#V=S`1&}|p+85Cxa62gYieqO4yY=6;!*YO%}eWS5g8eu=xFJ{z`&H$
zR6!{zuYv-Dz182p=?aI6v|hP#r6K;9`Yy5Qr;pnI|LG69rDl$0v5DmOSFtxuD?TJ_
z+Pqm)SNCYvR?uNjPEJlM*02Bm^=RSlyP)bO%>KsPvTZpxn@&Fk9m~7#SmeTm3oC5o
z)codn`1thX*MnM|F)=cH?ab|m9U~%UynoZZYL$zd+oUN|N-k~IxHnJ!>eZ_Zpa$Qx
zX>E7&zW=?`)58P03n(W?r)!Y`<b0{e-pfEPmy<i!BWYZ7QuO`5qZuZXX3X#?D>KW@
z%>`Y6T=2jF<hFI|)QpTK{rK@?@-a1+=~tHXPnmMy)YK_cr$3%!F|p-I3dmixwYFQg
zZcRx|1$6|xyuA%)`W!iO<if36UM?;ydegf>>-{dj)X>oZEoSPGvAk5i=3y)&=%O%C
zSH;tlbM0Et_T>o^COq)&st8X!cI;Tv=9{4OYiap&iuN5NW8>PVt2sG2_qDiXWUN>p
zvvt#^Nzb08En2+z<e4)mXJ#0xsHr7wzwPPerDSI}Ptmz;!pxa3t*?QO%3Zn?bifd(
zsqNvxQMGqoBQyK2KGPDbxiZ-u#+%CCMuE1J$LNXc@BJbq9$&NZn&Mo;_Z!<zrYx%e
z|L@Do%g49hDtdKgCFp2}@Njn*7Z$b2oc+h0LqbGEMMd{b-W<I>@94t<P$OT&b>Y^n
zQ^7;|vchUU3RYIP%w-LAb<b|MwU*)YQ4?01-1*=^!ks+xi4!NPsHx5SlG6G;V)3d~
zTp9o0fVRJ6XKQC>X1ch#PMkOI+_v1?9-f{DAAdBc{FGAl{ax?PoMUgxKnD#kTD*9s
zP35Nbn$=EDOu4za8eL9BMMgJo-n@}xHfho%&~U}Ug9rD0s(Ekd6TWoC{pqvB>Oe<#
z#gtrh1s$~G+ATKs^V8&eY_`ik{d_)OSVrc|kB^U6u3ZbhIHOHEPr=CO)0FRj-#xYe
zVqKSY=l`GQ_JtNQpo4IV%0fyi!&Xn_*4xprXO9i&$kqvp&Rh6ivRlgViRnZfI4U0R
zQ&VFTy*+Q~#*GtiZcb-bzi&S0U26KOZQG`Sj=X!lZa3(>wv4|aoPt02WSg?rW%?KB
zL@<QMzuo<+ecQvUtHT#xep%Bw!QcMxl<54uqML87dAYIe_~VCX&F`~3_;x#gdNS`r
zbLhYg=*~5NyPqojwqF9a`%b!<V`lf`0W)ahc~X+n?d|!XgFsgQua{r)bfa5osp)y!
z?=qn4c_qwpW?b_RJuvZzTf@&+tJm*%)TO=SK@)ey_q*kP^S*><XKPnhR_?R9apZ{0
zrAwE#@Nu^v231|FR!y2aS9huMqSM+M8V{Pd^$z5i{kE!NZ|dseI(6!l!AzeWck}Mg
z<XUTLViFJ%;t~@h13CqzUD@UOh62SqmFd;zd;9I0-n_ZIYxaKmY=$qdu6j?t=jK!s
z9vdrLez#P-TU`Iywdnk(Pp8N8{n#g!ekyuhnu*lkR}qJA@3GO->$`I0ir(H`k8)nj
zTe*uNZEIAa)!gSxjvw<El#+TiUDEBnkg4LX?oXeJva+&XTwfpW(97=Q=VzBX*<aVy
z-CbB#c5SJIQ;F{NIBsdP1JU^h|Nr6t^Hje;>Li2ZHGxN8EM)lNYCgKgZ@!>DuVT?{
zb<+d&{iaDtNq&}7J^vU)DvKvXMMV`@$h5S#m)}-Raq5u2R;YAprPUv9#g=7GP7l8C
z&(GKR^=|ivm&>EvRa~ZTDtPGh@7wnMpzVkAs^9I@yQmY=5ey3SjZtg&<vnoXDAbDb
zcM){zxO{1S{O>6u{p|Cq`To`4S8cH{&c41b_1&GF61{GqOF@tIN-r<<aGDc3=>~^E
z*lJOSX%jgW{Z2kD0__ruTR;6so4}#}vBkW9-lR{Md^v8?rEAMdU7T39+_@7YSNTLx
zOI!Qr-}m+BO|Qo+1{qTdGDfVMwc*2ug0;?qPCr&|+h)ea#nsW%!!u*qLZ^<rGtrZb
zG6Jfd12sJbAE~ciz54OS<8sNrzrDRva@qGz`Tg3UeR{iCJ#$zjx{o&bEeBn~_Grqg
z)vH&oS)*cVI(5emi?xRZK_RqV-{y<JimYl+ueyEL1UUr@_MCOH|M^6Cncv(~cXk%1
zPTl^(Ol6~>LyVrdST}3)L4{6U#Uq+ir%wkRbR88ntK_<v6HDLf^=<S2%Y1v+YX8^M
zE2!niL@P7yx%Tz@Ot?kwcBz;#b=-ctZ0AnNy>a>w?bD`Rx^u?|bR0P+=S3?S#TE<O
zdy}RdY<{@+`-92;TlzdY8Xo3~Wf{$^cs4U#!oF_LHAT)sKhGrPh8=hFA~!0w{BXS2
zsZsmu%S9^@#g-q1zrJM7pY%xA^W^EvR!WM0;_~wJ`0f7~Or1K_=EsBPOFAJX-ji-{
zDBKGY0cp0F+9w>iY4hf-eC`~Ib$eE?Ynq+cRQr30iff1bgIuv)$;bKf_WexD6w}(J
z>zTtM@V={e!2$))zIQ%%j)(1U%B)#gSzTOQK&P0NS~zihe9X#zxS9XZ1jP^Q>kl56
z&z7AiP<JwKyZ7b*#eefb-Y-Aeb~6XGHBGip;1GZ5oDLyr>D6GZmn*!37VK3~H4lH?
z(elCi{oe2Q3eP%Ke|fR6)Wa#mO-Pz?$=bENv(KtQ0&eQmpK6Oh7tsk`Shq(gZ=dA1
z_wC~GEVF$<x}~$PuY205KJP$^(Z@HN&wFhSxcC+nW)W+{=J=_nZH~-(-XfqL8W!dj
z96Z^_MbL@GF5mOig@qsf{SKO>bmaf<yv-L@uiqE-dP2*EIUr|W%{uz9;6xWF#zjR$
z7%uEC&j%&P4&&)_@5W79bb0IaB{FtvN?n{XR;^pt2f7C3l1@m+`w2(f7+&s30$(ou
zzG(N|Cr_U)y#88sqhiYot39fk?0j3MFWIs!OLn5btPQu{f~K2v;`YqQyu8eFbAX~1
zNH=H?!I3tBM^kRyx|O2TC9vo<Cs)(`zkF@H+4`Q5dm>(Uv|Kn+{eJIp?e%+{!osGR
zaEm^&1|?IgX^T!wGFCiNe)Y-~&;}weuPzflQKu5!dy_==%FU~n<CDE)rKEUnrT+du
zpLV1z1f30IrK0!;oJg-`9ew;!Ku&I5sfH7WeMnfCo3C##D4c5aLqiL9#;jOXb*--b
z^wUF+KmJ+q+hVTYoxJZW^9`!a{yY*d_^@Egl8!u8bMxu$a+NKoPI=Y+|9u~n0{oo(
zezOa#zRCs8I-a1&my%jlYT;DE>9-toE3}f5lEF-$sP@m3Ma9KGgU)|BcFavjj5}@f
zOm?}7hL)C=$9c~`R;*aRUR_7$jk|AHR!&aJ$45s&qi-7{3U<caDL!xe<^BEtTi(UT
z#-9E2^RuUq5BT<1M@L8XdnckNZA#^?`M~Himuvf-MPGxpk3@z>N59S%s{-BMoPJIw
za;NSQ&l6p}3`rX!7?yZW5O}l%6zFqLKP>oQ|Npc7obr2>Hvj*8zVWsUG?e_N%=+rp
ztDsrk{eR!)>qKoiQGRI2;_~~o)4BEcOt}C5-**!elR4kcm+!uN<?2<?fl2@Vec!)1
z;ULqhRjd47@5{~21)XCDI*ocw+}>Zm=RaSw=G!EZ=7oDzo<49~J3mVCoYd~S=eqUx
zX`FRxwcrKiT(NG}xqj-}W-S8h1-tKphPquu6s-bNQ&r#Z`OIf&X}Rb7z3Py#uq@e2
z{?~Sw=YuMWxVoRImo8tv_|ngYWlPjrotPaHVt1E){P+9)<muDPZ`s?MnN0)T7HfXL
z2GlNJtijc_XwJ3T`&F-X<LdvGg3jeLK5z5+u>75MI~LV0J+{#K!y)dVNlLrcl;5un
zpVi7$I7?-tphAqE_}Q~(Uwo}PleYQVLk`71J&;YaE$!{6L5}py$<Z-RI|CYv(+pl#
z(s|D`Ffee&*=Li#T?dU}9qW+<4RsVgaxpS8s{3-jzo$n<N$Js+-{mzQkBWnWJ*M!e
zD9G`g!fJm$%x!9Vuzi24pz?#m{D~Kp*3J)8w7LsAh3?MI;-!%*1eSYpZDDG;{q|VW
z#smY2l%s6|k62{Y7acizG*h-uAl4}&LgMrD^Upyy^y=!aJv}GF;;I+dT)*S_^}nOj
z&d>9$srkeC*Zka<=k?bg9&QJpasTst{kiw`|Em`*UhMyW`j=N%<0ci|&V8$@x!C>i
zfyU>5c8Wa8d2vJM%gW{RCZ#QOn!^^kQBc83&1}gwKaP*FAj^*&$pBdn8XE@nowc;Q
zUI(1(oG?LvjZfys<jGR@ZCA6N_F2D6cz0)~z23@)rAI{zUau|qQBdva<$Zc*{h^i@
zDO<O0wfS}<8Faua=m0@bL33H9vzOsv(asGKIxoIfflGGB$VkcF-d@ne$c7CDpgOK3
zd3ki3QPvfWyd4kQ=G)~SOUcsrl(ZE3_cveDQ;_j|-uBO+3H^`9<&AT1narzr#A&%u
z^GN2TFYyf@*4^OX;`$Z%_<D=L-R5#7ulaVhTlic%^bS5O2nY&tg3Qq{fM!q4y>8}h
z2hH0gCxhm=HM$P9a0+v9axR42J`fcZ)zRCV`r*OB<7<}`S;$<udX;g(_1BHxzE{rm
zbB~Fc^M2E^Wol8;(HCETU9qa`_+v#iwYCKdKxqp!JN5tH-+j*>-Mo3TN7DG2`do&>
zoiS6UP7MqXcMlF0=4)@hxY)h^J=ca!n~aKzi#JB-fR4u5UtbT3u+<_<ckZ0|_V)JR
zh=`8cZ;$1e8CQMD`1R#w@vWsg3@K@cl=~0V|Gi%C6~xACb$UIY;yKW@<<rCCYp1?>
zlanc?b)+90%CQ?0&1TpCn#rr^GF?SDu;oP!=yH~K<@-Swnw&c21=^>+e16?4@0=%3
zpMtkNKYEm;rKR=a{(gJ;x*v+s+w)TY|NHyp)m85P<A-nO@Au8l);@3Zxo7>)`x}#w
zgGRkIw6zy6UCO%swr@ayfU<kvlbh-DzkWUW^Tp!+il<Y<3wGa?=yjVkY0?b)db_>V
z-=E3<|G_?W>Qo+Svz~pmzk{NpPI>F^b@A}vsQ+<TUcxNrMt{|wty{PL`Pg5d^84G{
zkdP42ac}POwI!F1fSTK&jss|BLfO4f1v2ddIwW<5VRFIFnEStXZ_B@b?(=zj|BMWc
z>9J*!7cX7}ZJD_qSKSM~Uiww|{$GX1t)|Cbi<|Um`~I!dm;8DEziCa3Fryo&XlM%&
z6zJ;izWU`$N$HCV3$s#Fmx2oi4{z^otJG5>rbb3VcXt*qzxI&hB4|=%>!wXXwg3Nq
zzxv@rLFs`8#;n4^jqj^=-(43L60!nxg4*N9kFPc|v#+ZEc{={e^!U2Swd>b^zngb@
znr>E7(xR$=KcBBIEiK(QKQ=IM;kt;8PN3u37{A_3pC7t<_3F^+r=RZ5PflL^>&@o#
ztI{?{*8cf;{OX=PHdh}OtoZ+X|Nqr}5{6EHKb_X^@2-4*Z*SKAy1!QhmEBhC+__V|
zHs*MrY%n{I#DcW+^wprz@6)k*)1zWz*RG4)>;|$2bPIg$?QL@l{x4dj^!3we{c!g_
znU#4rHaM2<zPs-=C>+}5syuwXyn>XKl&*YzeSLnx|NQ-b!(<H-8my|ny?NZ1ZX?(K
z>(A%&s|^heU)|2%|M&6#gx1zoR#{V4&GK3GtG|BE=IfmTb3rF>ygD&aIdpH_db{6m
zHm|z;@`{y;B2(X&8yo^*t3{Vz?nE@S`av^tfq{yk<m%$Kc;b;GE}#>VotzGF)++m`
z34;z!mNag=awWve%L_E=yZuhl>B3$Ec0L)8`}=A^X``KA{@dR-kOA_eq2aNtTc*!F
za{T!3QvnNVOJ1!AT)gAitZdNr6ff`YHm}+{4|GCc_I15yXJ<dxp3Ep=Q(+JuUu(L%
z?Cqn+{r3L?`@`2?7nYYlKf^HD&+^&TtgWAp+y9$b`uf_(8_E5Ksi#CrcKw&}TDE+7
z@$0qQ=M~M#$<5X6xBqAH^y$+-&&>BL8X8_KpSwuo&zp36WmVPI>G5?lySlpMzq5ay
zwuFUs>-t+aw!dGqN3Z2Y4k+P2<gZV7er_(Ps5DmS>}5#Y8dYc^GvjR9&6}KxeV}ou
z++5wv%*-Rlj%9($XTRh8@9!@KUlafAS=zB)Y4?<rCxzGBTUrv#W^atpF)=fnSMXnZ
z{hmoDPJree4{l68-nZK?G!&ForiRD8e7%0@<(D8&2L=X$#<2o68NT@c+xyMk-QwGC
z-(A^Xes-3rPSlnT&^;ivzrIYq2Ra(($dMzH)y($&`Q*Lt*DGz%+KUel5Bu-1)79-2
zRCX(PaDcJw{k^}BnfJfh^zGyN%1R?uSC*E(vrfzX=j(ym2h5Xha0qNla^@)1G7@y<
z$X&Ur>t@cf@bz)(G0Qc&^aBev-4g~KWOr$aCupp>^z}8_^1B<8k85aaTQ9u!?;yK;
z%G+C8_sx^Km$n2nX7a?-+xv8;zq+Mt-uBs`3Eu6uB~3Ce^#A*?bd^^2wKWHy7EPQq
zsp;~|B`a6H+@arn6m-Z3UwiYRLx<$$mt5rFx4Cf7q2!{{j|a_u)qkAk@PfksobvL2
z%r4&E-703FCU`_d$EsDAEJ8SVXZol$H8t(~ZYJ0Nyyf(nG-FVDnP30U5_IkS_1N;c
z`i?sj53~LH^3vJK=}_T!(ET1qIs`$pfslqw`|-z$Mn;pA-TN4p+ZTN;F*P-vIDI<%
zmi4E8><iUVzkKP^qv(l20Rac*|NF9Bc-ef7E~m^)&BJZHzhACCU-d0V-*e~JYu`ep
zlaC#kpg8we497*uYilBlV>Vydn0!1-c9H<2uaGpOlUHDifcoRI-6v0<c3ytjGs(Gw
z!8G|859kn&WxlgP*C`6C`yENzxS{rUS>FD?--PqxqoYr+Ucc`YyL`=o1C7j}g)Fs;
zBd6=fpL3V5z4FrV*4wf-W!4A$t@sLe-`yt)I<_<U+#JgnCA)-$46Nqz&Gq{}+3nh|
zn5xWb&r|XLF4-}C`+EIg&bu$qT{`B!`ta~D=!nCRu&_^GF8lwkdds0$XZ5p1Mqy2u
zwp{=7GxuJ!3dHsue)!<TMCBQ0p9P!!5qA0kx?v17sT5c7kQKDk>`13DXo%+E!Gk;!
z1`l@JHZwQ>{NXVF=Wn<3i$Ul3=HJ`%c-GXq?a$j*ty;0_*W&Pqn(&B-8SDQXN!z?|
z)hkYIy?y=}87uNj*4%!pW@-7;{qBGFkJFaq+~esMKfEQgU=qtjfhbVZX#c<0`*(c5
zSN(L!Qh~V+RXHpiu>L?{R#q0Mu^oHh&CSi7ot+OqpSNGWVns*k>uZLUpPmSx@(*7d
zb#(Xpectcy?fv=w|G)Q-CrK65$n!&1-$v{zdFgpNp{}Q+gQJa4mdhbC^X2z{dnT*u
z^tdTMKHks%0JPySXIt>S{rmR)JMQoLbDf;+gNyEpDoggNq`tpr{JYYrr0KmG_gw4p
zbtc@Riza&{DLX{yh%wy!$*I^E92chtDm|G%SN1$PIr-$-vrj>5MmBAl#3`&cr(pNm
z=<SaREI<bsd4^|Boi>f>?MYVGz!mG(rM<qkcJ8I($E#MaQ&LlFn=?md)#}y$Rnoif
z`kmHXHZi8^<<gY&^x_v66!~PWN>1JX47$VT>-G5gKPOk6RDG+e>E3ss`24~D^4^>a
zr?zs7%U#zA35(*oSP5!!>xiA6d3_F-;;uQHHW^7tNr84yr>#^JUvzops;<*dt)6nR
zhK3gIzPsb@yWo4zN{+2-YilbyYkGab<(Cz2w_bm7d%OO}j~~_VoU4uu4xYUJc`Imu
zi=9tK!NlZBxZa}@D^5;M$Mx5L=RGglS+M)=a-Xs}uRiukoA*_}-#fjjiOKHIhr^Ta
zeZTB)uWD~Ezx{TtQ_bJs-=Bjnq1n21YIuC@)$LMS7vJ4ozPbMYzjK*OUg&yCT5sE{
z;<{`J2QR3Tdrt4~ot?$cvt(O-)agy{R`s4XVe;g|z2^5Soc692So9lIO@mIPyB=R}
zJ6X;5l9i0&uAWVsjKbDL9Nd(8I%0R(+V{>CkO5f}Q`3z}N4ciy$Db3AuW3A*<QN(X
zS{B30do;!9<5BVW4K+WDrs>6Y9Zfp;vgDT+=$KBwA9D>24cA0%<(hu_sIb3H;UN=|
z_kTf$-K~q=-O<ytr2PH83LCjTS!>We^apNiOx}1i2XwO9k|ipjS=|+Zi#xiyl5TEF
z)rsFX=j!V4<c$#lBCWf2StTVWgR=AS&o|TO2gb+0uinGS$=TA{y72mI(E5n7-E;Zv
zet@=3xVf>dS``!=e0Y&-H+0QPNLX0X)~L+f+@mQ*Kjlt?u84vhCkmQe+nnz2qb7Xz
z>{-y-KG4l>pjOzvP1B9VBsn=bHzcvXxyKv4?11OIYQ=NQ4!86Fp43$T=dt|HtLy7Z
zkJaY42ppg6XUcfsZCUchhzqa3f+~!Mpz`ee`RSb+PIFj!d3oR5*(uzA{BZ5}yX~u1
z-N-Tf_V)Jk*-@K{pZm%1v6tT|Wbaz^plB!Pc;=ZiXS%q${<M1%U;p>(i?3C4{M0Qi
zEsq>KW|VVdgK%AXRFo8G{l?d?U%$M*{(ebeYI^$Sf`?9^(O=MQ*>!bxg@uJLzE*)Q
z9lEkI7}R*E|Mz+R&qv+*J6<g61`YOt<`u2W-yL~cRQP`Hcc!=Mer50OyzB<uFcPsg
zEN}1EFcH^-FH1J1pO<s%lX>aw<KpH9DhiELPl<%BjXHX;nZ2{4!yz>E*O!-voB8cJ
zu4aKYT3x#q23q=-m8HeZ&c||V_UwDb=WRj5?nk@DKR@c$7m}0fi(9X*so7cmZfCn=
zGh699`OlBKA5P!jGCeM9{-jUGq!o?_Kav5B$Ag9(pP!q1r|fnvsE*t05@=n0VdsmI
zwQJXc)>wiTDP3J1{(DwFr{XU2*=LWbPLDaXE_OF)0lcz%AE@27izhVnV};F&603OQ
zGkwz;m+!fE`~IQdwa1M&=WYMpa@r~@JNxkCj{;IsznTrr%*}s?O>%K{l`WUweYfxO
z%P&(`%zgLxrNr%%?=DX~{17z3{k>XASvfFt>ak;PHgf!Kiv<^7>^PZXwNB*N>Bk>I
zw<Cj>N=*c<=ef5oSVa8r*XxJR&HZqF|Do9OxpVI;yRet-o@@W_WB;BXkGere25-M#
z7yT=Xqi~wXE&~S0Iv+y`9&qXbjexqkvYtG7(n!#?!*7|!DNgxK`>SvE@BJ4ty;MX-
zrskHRn~TewO)Dz`0t6f#9q0b4*ta^l)ARW6n)0C2D_@jY-RHQmSx<R!t=B32I>!26
z!adUL>XD|(F6mJ_3KZAx`P2m(*piv>XdS}?U02XTx3$I=P95(S?%6YE)-0(@moA;V
z+s>@m!Vw}K&$IuRsEEjkDI$f}DrdK{v9lZJ-?IVr-y+pIdl?>pd&x7-runE%2KPf;
zj(2Kon&r)*Sl4in;ro65$Hxz=&p%N8K2vt$i$$QhR^@&hr_fN*{r~^I-}!3Q>MeYp
z9eVyk(u@nh!;x(_bEc&^J8{fEbjT?rbn3B%P8@~1E?vIu9dzi>E$^VRx0kGxE*>q(
z5vw|_yWJrD+?>tVt=%{tDtGoWBy5eU?cLeqwixV=2GICg$NU$Ix*vSIy>P>Zy(&w0
zM!xQF5l`HHyYk=9=b-b=XV}$R`P+PKS+hdqk<7#+ZVVGZV}rZr_^G@1$tddR^vKy(
zfd&|ySorciPqlD<c)2`il9JWgL#^DEU$2IPhDD@6qlz1%)>_E$dFF5^)_|txwY4XA
zYB+Ix3|_MIU~<1>#f~XUI{XyRI<;PyreenA;O*VL=7xZi%<?^Z=G?j!b?MTjj^5s@
zpuuVm8}S&1@;i*~{fGYiyl`bnsf&_>tX<8FcKNy)t5#|K`@R2v^sH8{g^Zp#EDe3y
zW=kqp2r&IK7F1PMc79dfD)4Bzfy9G-zY`w0L~LTYR~!Di!-e6K8TZ|-+2WvEyT9M7
zUT?xJ>I7=oGK8%b?LV$8AJ-ya=iV=O^zlcJ#{r5h7Q!o6z6}miQhHGTkG<^81uG>%
z2P-q~xrWJYAf3*WZg7BfI+RUu;#g3t<P{euXEnFauJ#usn6`22=jeNCYGuuzq@=3(
z$Yk&5bJn1P&cD373wF4nXATQP_faO$K=Z|O)`F@gCLwBzI24b}y!86EcaWNYp1x<~
zjsTFmBlcFAf~L3*9z1CC`_1MaNn^Ly6IxzeQ`soUpd-d@HP;VxdJn^^SFb>=9H)|H
zQ>J{IH06Ycrl+9&iwg^#!Hu}^aL_>MpB5FfKXXn$J(RR@!FBL(F#}l79MR|V`OEKd
z9`D=g@0po%#Y*X6dsbG~lE@VTbsj>}b?3lkx`71Gq#FWG3~z-4U%h?}+DojY<n+3r
zMPO0(h1ZGaWM&w#PSa~Gzjx6}>0$btGHd-kADHIX{n7-Tu>JA4{Pf4giVz2wZ&U=0
zGsb~B6N=}A@;$vmMD~0U%DKI))a6jW$L0XVKhq%&U9@v&WLOS|BEyFYn<vkoFTVT|
zd~Q+t;mYR+W6K>23x7`$(exAqYncnuQhwAeAV6T@!i7=o$}JaW9Db-^Z$E#+1c9n=
zZ&re411^4j@wMRnUV~CCooKfF{cB5IoRTl;gmC;<@8q?A?wf<izb0Yv@$YAM2+7N@
z2WvD{Ro^~+iHrN;`TuoPHSf+a;TBag@JKp*{$`F@j+u1YX351DSAbOZo^%mWY_V`p
zJNL)m^VFZ87cML)b$KMS`Sx4TP~*O|g`kW!rH%XHa+Qq_pRWni_FFEz`DV|-gbSdQ
zf6U6yWn#0oVv9xh9#zfD%RD{3%)g$qe*fY7{{MHc>zLTu#=f4=BCuSclh^+GrAv>z
zbHK9)7Z<x1?!Now-Cb$dz%8IjmtEVIEcrHR%8VJ`CQZ?e-qPnWM_G1u>$%zH{<B)S
z9zKU!&DRc^Lg1L$q0}M}HN#T)-A;BduO%u=XM>v5pd-*vX|D&>B1iZq9BG^XI-*Od
zlUH$<`SQz}!htOUk76#reDH2};;)j3jZ9)X453%8v<j!yY>#|l`~8mcS*KPGhDkR*
z6oYnFK72a2W73o<pm8mMM=_tKEje;*+w>(lcUP6VJkptvw$O=1&ok$T<?5?lx8F{i
zyGj7G3MUKFZg<K^Jl6AV(v(X<GtBv4z24gAQDT%SrseWr(vi0Lo1@k;fD)yQxu7a6
zHCBI|w&ctV#`(2u`FmAWHDfzKQMJJ{>F{~aBxjC?p&=nHx8JH+TStR3T#J~HFlg=T
z^!*36-_Mer_=2UKPxjHncKK-_M;UnL{Mh;ISz3wJTotpH7td_u_$w<b!RdC3S*_KX
znaruFZ-awgy#fU=WB%p~cXyYAG8)qi6|+AxkTRN!`STJh&}yNB2M?yCrGW+moJ!)Y
zWbag_|CYFM-hTR|DGb-HU3-=-W>x&m2jo45$w%7ci+A6R&=KQdYkrf``r?_Cl$3_1
z=0s4D`jB5p_~FLm3VQ4Is-%8STdOQ&-w5hlyq<8RP5!f*8E9B~5u{iJNAAC*S69AG
zn)0bg)05L-b=cZRC)MYxsHn75etu?H^(AAivyjsqM$eodhM+Ot53ei)RgH{-KzZA#
z!aL}k_4>UkPv!qlm^6i<@Wlm1xymPkSy@>>-v9rX4|1wFC^0@O+L@7;r>3FNap6J$
zXjnL7#flXi(@(2{Qp%zEDk@v1FHuoB5dWWRwppg^#2<{Nrlz3dvp{E{M(6Jhoz=>9
z(bXgAaDQcZPD^WRqR~uHI$kK)f84pQZXc))<EU3r)nr_}c5N?c9f7L%G=t)2K63Sc
z3L`~zUBneTdF|6S-`sE$l!tlPnn87+$)gghlaS^o$HRV+rF&JLHgP9B^{V*ntLgbM
z_+Hw=+FxHLrY&?TF`RVcLo#@D%d?`w!fkON$nT(ih)b3%X*qJlMMy{p<Q&B#<wuVn
zUfln0xysYo`CIxtYTCC)W@Kcn0EIpGBuLmFI&?^7qoRxXwL&E?AD<qOLs~3mY6d^p
z_j|!2re|lHXGyJ97W%(FdGiI(<jBp<>DjWA1Qt#9Ogh}Zb<36q1s0&#yBiZ3DG6E#
zm69SLD!LR@vMBnw1wQDresG98@#?B?nwoO`*8)qc@8^nDeZLD%cDocnQTV=#ck@jh
zP)0Qb$35er=t+}iXsBw|Ie-GW78J;(J~<wr0~B|uzjqOF4Fp#LEKMgTKm7N5;VLh$
zAQQE-POUHOR5m_5z9vjNZ+o=SX{VB8aJpyeS#;p-_W#ROp7xqAQE_DkwM*Z*3Q5<U
z$=V94&N}ketX$~{%33Z9I=i#=Jw5%}!s8m(@4sfXDDUZmgP^(MjyyMzhNO+4yt~L+
zTVEfvPGid!lceNi@Rae9m$OV>{+Kl7Rn}VNS7KRNS)kGDnzK&tcRrT`r8sj?ic8xV
zap7gjq#FW@q_wrRLH8Md`BI{!tPC~b)3hZqHHK^AbX7H<I~-42_<U};9B8BubRy}7
z7J=stDrSGCpk&dqH#ZFD_<_z+eo?aNw3t&zgOD_LzYUY7=37-wY4a@E!0F$<-Om3#
z3s#O^>^%{<X?_tblY)wfWk^K?)6FBDA700ApT5Y$^Hk*KtgBk{s$OY=-LKloYyZ?2
zTz2o$pMLu3?2b#T!}USghT~(f2G^fY(+f_jZb;+Z^KaLbB_*4h+4(<xILr?!T6P(F
z=KRnEXH!2HPY;g?pyELA#J=cBo9gyn6D*aydiAQ!uNRBo+}zy$|JVBepb4Xr;7K<=
z1mBaBc64-XX=?+QKFr|Q+%<ty_(3E4f^A~Y&gajcrgW}jd*q8tOT9rYy1R2gAp~Am
zFmuBO18BR}1aw_PY^?0dmoGtALd*6EICU6b+^F*OwEj|+rNVpue!KnW{r`XZwZFb3
z{`&*k@{lPzNx(@N<N~wVz1y~dHjo)g@PI35NZV9TO>Nm;6;)HwxY|&!pmPVr<7*yf
zi&@qGt8wd<T3YJi#KC)V;->jonVAP479^O>Hk9fG>9#m-Bgg;q=TC@7X7#CRetzbd
zy7ZbL>l{#colx%oF{?GM@Th21yGqLiP>DR{YSz)0C0<F+9eJm$1ywaPJizHRy!dvm
zLAKbMSnl<E+48nu6J+Jd6w_+4kOYPF>Z@AXW-Tv{&6+)1Q%_G#QL*vJ5f^YoU7Wc`
zRWmd5!}tA%!{ak$106v17-)G*+x$tQ(oQA$h>1C;j&o*pHPxP8v2&*^nWL7!`NF>1
z-(H&o6ps|DY<##JG?iDmLg23d@lMbVL6GMJ9_8$KYqsOfrf;Is|9|ffn)Jzb-;YP!
z^J+eMIypPfG|!(0YKF?V3rW|l0#E7ao_^i(Vp*T8b=%>G3fkJ<5TA+4^77mBynOjq
zRrB?=OxcO?pUk+|u3h^STETS)pSZYb{-&t43@$D%8M0jhk7R;FubK-k^`CDCb%m5U
zU)^Wv73=f$Jy)){V5PMG)7`X%<@am1gY2K<AS7LPDrqAFbWXpc_{__aQ=s<G3%|U*
zTlcD@{{8iBs&vpKCQuXY$jiw`+U95F<+(w|H}h8P+&MG(c%PuWygsOwSY+MNmp6aX
zq<Q!3{*}IsTC4ntn_CRrI_S8p)X8iA1l+}X@wLh`hvOn|Xh=vvbhLL=l+?zJ8zGL3
zk+2r4`)-|)F=3L(t=X-1U#|p%8h3?JDjOfR-^nwFudms)aMLEEtn6%0e}8q*Txmgz
zfYTi9?RS`_$MZ>>9az1-?DnK7%<Oz%SNC69*~vTobnB{BQTEFko<no(@;>3fC62QM
z7HJpkzFX8&VYO({E$^VJFB$rtKR<b|RknJ*YW3<$&{mVp>HOR8mdyr-*EB!x919t~
zYipz3i;Fj3>(_j6vWr)7*ZMx;z^d=>)`Cj;i<)LRHyl8-S&1xd7Z=}NzQn|A+w>(<
zrf17uw7k4A^2N{R^Uurw|KSc!qq=ja-Pmw5C+FrS*4=m4eNE=7xF;vAHn|g83D0r9
z*Qud4xpU1L9Z;I>Fn(6H`{t(9?m2&c8SViUYKOGfm&~3trSGiM^Ru(n&pNdVEMI$B
zNc#8p_v-5E?9B%YPTdAim;Ssr|8d#w`VVHYbHOEoBzQUe6)PFVBbF%}BS1CCB5%;G
zrnk4{-mmWAczfLb{_)2j|2)Xu)zhb{xqd%i_O%Szi;>TB#iYc<j{W)h8C1kPayOjw
zlE1)0rsnV0>!8cQE?o+;`~Ro-Oqy|IWF(KAjReE)yXVf$wbleL6Bm?{I@Kd-+|k+j
z@$Z~nyR5e5-+#Aye~H!H7hkLN_Ix-bU!(jcE5}UQY<BO97a5>ba(2q}>A}Il&TejP
zpe6*1$@J4l*TwDz-Jg7OV={a8wKa+V|NT`_R|n16intzpTedm<yc}q`cyzRM*CK=3
zUnN07K{fWrlQwS1y>0fU%(`pQgO3#%nVAnyX|I2C>$vA)_wD|kKhNgh@(yC-Z@Ut*
zcCnQ<sH13}FE>5DZs#>cPDQ3OlIw32?2KUm-O%&N3^ZA*9lkE*&W^$}GYp&eR)7C=
z!I}T!g$oQ@>L=8Hy&8V;WeI5Iv0?JDfavJc&*#_Qt2O#8yJgFk2PIaiN81GM22@sB
zmX?+-S-u>+qz|+}YI3EG+#EmklP6DVbQN8?4Z1P2{_pE}(A4ecbJqR4c3H_)JYe+l
z@~W{<KG?*1<;oR<ygL@hdZpV>KTZ1h=;*%W3wm$G_cz?!{P6Yq+ulLD9we_@x9-_R
zcloJl3!OTQi;i{nUbqmDc5cqe4ngIP&d!IIy!BJRy}7yXsuW*)^ViqcKR=xwFC-@B
z1{#^WUt=6!|JM|R8B9%0LDwK&xe~Hy@#4<j-lrgqA08aMyQz8G)vT#U+63-~6c!qm
z?T!T%SxoazrX)Q&(h0iXsH1~JZ_fv(bvqt$9qW;N>|Fv{5p#8Q_~VZi9$sFL+NAS9
zWAC7&t{6;AOg7}*wR-gEQAcMdXwf^j-i`)NVYQO}<Rd3MDt;usxG8+E;_;D5Q#Ki`
zSar$j)a6GdR)rQa$78Quy9P>)k=t@+f^+CZzttZDLPbME{UZ_+jb_d;PUkBvE!F69
za&=|x?d@d<2?+s}c6}E!o}9CO|D;QMUBZtK55K&>KOb~G>VgFdYv(WCyl(4O&;Z%}
zP2Q`ob{&2Q8cm6vvuf3vxV=)FZ=N~QDa;7YFsDCO*r?mOvHUoyUw81w$H$$WoeLK&
zYWnr7iieGP>C&YPGtQ<dDJxfgILN;9*Q?c%mPIPf?EKF_D|9U^B3`$b<@HEijhpo8
z0P}}8o8N*eqqnQgpPg;~_c!sJ%-Y3&96@`<vbKT_wECeJy&-{d{oZd<wZFfm{`>P2
zR4{&=TpIQH!u!kX<LyC*cAbv@cPM>+?XiQ+?1ffy_xV(pl$d;ec2?Qcbn5lE>fY$Q
zovo|a?dp=XE}K*IGAX?1%?-o4pQqzL_1FJ_UV-PgeDaAC9!*V6piNCjyF}N-><oGx
z&?+$3BT%HMsA$L2Y0(v+Yf`kemCen?C!ch=zpu9Oo1Ckvs_K@lTQg<X2{@JPTC+w+
z#PuQQR(kL0da3X4?Y)s>cHb~5AV2`T?7%cj<o&+idfV^USx=8C;>^Cj?yA+7;@8h+
zKRl(KczM~kNh1C1*VeVx|CiqPS8R^oTID}+e#<9=24A1e&JPL?XWueiu{1}_s_2Qw
z+QTAFEF1h{H(vbsd#-i)rS<XlU#e{T?S5&1_EO&4Qwh3k{?@IixT=?`_qF<u9dk=c
zP6plawPMYhl>h(!f|f+te7zFPBWd(x2U}2VpqCd{Zf-7UwU|!C2GH8lIezNx{PNF0
z<G9EBWI=7R=ku!lz(KMm|NcG^aq;5&wckI2Lh#Tbr>5p+(Ee4>4b{i{WI>xjZ)LBa
zc*}M6F;2x@?C(#mnlncx{^!T}|Gub)t&KXm`Mllf9fgkzEM!23&#wSY%q&{Ely&jN
z6QD(Vxw*O^s~7j%J^J~4e)@?Ciu*1-*V8xJRO@wWUF?VcdWV{t>Y&Bz_`bbw|5f$j
zv1gR4t1D;*;?kuc&_T4um7h}LH(&Vq`8lZBc|`K{mLqL(>%Xg--^nv)=aT^)6AYRo
z{dipd^K$#YosP|HjBme|n9b(h8+ZQS-`|!64;X&_{0Z79{pHQg$)Njila6qJM%7oX
zTD7YtN!iF~Qs(7l8|(g7ndRSmv-{8O{QXaF=kI3)Wv7^$k4K~0wOU@J*j9g2F*KZb
z=~B?P+}msoe#;-9RG)t&Z#%O={l6N|EDlAcY2PI-R?n&U@W4??Ss8Td_}A<4&#&+Q
zw{^YD`Mm9yZ{6xTn6O~Oh6!`6%O}mAeY%<7&Lb*HDl;<^bX)ZN|9_r~h>DiZKf-pP
zL$Kic-M6;pa@9P0{%V~%rJ#R)y|DCb^ZaE?mar_pe6skwE$Dcbv-@g)?|9s2z2o(|
z-Ak5F5qQ*78l~wK7AB^vs|(r~dFM{gs#P=2rir*ZF28*7)-A3r>!01&UvKZ|=y>J&
z_28(euG3GGuC5Brxxer3_s>z$(V+WVJUu<5?A@OqY2g$GT^aVWv};kp+pX8jezNon
z+zqU%`o$T%)JCpff2CpFpNhJV-SHW+%LJVMq}Wz{VOX$c4bSq+p5ETw`L8A)O!y$H
z>{LBpar<rG<YZ-0QPC~iwt@DvUn|L&b@S3Cr=TFAnKNfb*>Bl={$az~=){vk6)%_m
zH{suU`{3@VTf4Ik`&-KJg{_b4{rvxQs+X4+Xs7JVnKS=<n!bMus3!1RIN!Sb-JNqk
z99OPf2|7Hc__^PyQ>Q=&%FUcP^T_ez!g6xpJBKnd7A#oMaN>jq=uG!zzOy^}`_pf1
zNSrclT9S#BrjE{&3k#i}Jb6;^uvHwiM}O`7#l?qm%)ql+k&%^$O7~WMeYA4<JS983
zxYq`)0&~wK7;LEfTg4}1QE;eq;lhPBf4^MbXFSu1L$Kq~qelh1@8;ayHTBY^psH_g
zP9A7v?(FGNv9z2iYh4x)9PAtzD7b2sQR*oX(Dgh{&d!p?X`stQC3@Yuy1GCIEdBoW
zwnx@_+Q-Mo%m2pZlv(fjDrWQ1rMhVGf(Q1Ty?v7=J(%R}Q0{l@`CkoIR#wnRo{5Qx
zOnGH?w)XDw_sdqS=s0!C>(JrDon2j*tYQ>h8iKC)&6)bNz+%O!RZi=#Po6TRW!>R(
zTi31Yn>J0XskyncyW2TXBr7|clbc&vLxW@Y-M+Z>%eQS4+kV^E#l>a&t(`mX=7BE2
z1Fh_wUvRhf``zR7|NlvkT&C_K{`E?*|HmW3{&Na`zPY(Maz}yU!-o%}+BI4P(vQ3?
z3yzHJT(wF?RW;Gz&vL0<8#hjT_AIT(4YYezf`<)q)C*{YW%EsgnLbypT?5U=a&s%2
znT5S>FL@WC^Wod=56kTx3qPLBH!f0H6UAEhV-KiXcc<{U>^@Oxb^dx4&|aC~Wj+_d
zK7F-CPWpn~EmK?Dze}zkJ$7u~2em7OtWFsj8V=jnDqny7)n}GTCus6*pX!SXb<-a2
zdcAJ)k~V?Zi1~K47hZoo-s{xU-3?lpFzJebQwe9)-hWe$R|EzIs?Ry|s^W}<m>8Qw
zQPHMr{La!39~RuNHOPtheX95CYyX(7fl*xUeLrH84nHi|kal)fu$t+kM~{AhR#V27
z-+elpO|3=1zV-jw@Yl!O`sHe!<a;HJ(@y-*R@}AY%o(3Yj~?~yegkrhakvwQ;=kli
zDHY#ie|%l9sPyQ^>s6~Cs;KrxX=`aEot~zv9+PJ@bH|TI-If3Uey{v^RQ%=j_3_vB
zwS~YN5<VzrW@a8&H9U0a(2j>~(j1@__a=%*BBxB8Sa^qPTio8N!sm0#lT4(x^7(Qo
zw%B|6wmzTN93J0V_xE4%&Q*ub&ApKLbiVzKEt$fqs;b9h%?chk{QL9V{`0-+_l5s{
zK0jSOS71@FN7CVb7It=Uv3#uR%ZrOXbFD&OZ)g!nj|6QC%L0{++ivG2pO~N+)vnqi
za7dn&^`Ni$L3a5AQ^T9K$Ddpm`}VKJpCjd`LECIWYb7H0R2YH|eKIsO1SOsqPAVH8
zrXTB<_phn3soFd5_4@sBWxt$CnAIkqG-u3ua$@40qSLyd&a}Xx`@GU@|No>{-|yXF
zVNu4@CwJ9KYyP4|N}%l3<EAVgQ^5HD*Y*8BKF|N}v%gQ<w?$yl<dUq<7v7zE{PBY1
z;ZzY<MQ!bF(4xZl`17seaUH8xRoKX_m0!f6(6va$e4<CmzH_&p?fp_^Tl?#aqKZn(
z?)Up<Z`rctu~aA5$J&(H;!Gi-N7FVxEZVt+@9CURFTPsTf7QOSM1@Cx55w(k56_%%
zxcI}?W%=cgPp8K}D%x4`VqyD^kH@4vJv=NDpR9gS^`)wIyS9FiNb7?K5Awe6`0Km8
zullbcXommS*VoK-x7v?CUbuGc+RIXMl{Ru_IX4<^zfC*VBRRKh!>U!Q?whA_wMhJ(
z``wa<k8j%ZPdYE(<jURRXW-`MzPT+|T0FKyaN@*?>2oYNTi$94B=Ly++jVyJDzBOv
zo9%bYZgcV$wZ8Dt)zt+RU@}%EE23+6WPo-+@0&N_LcpQbt1hszUX&3neRO3?u}`4L
zt5>f!+<vQ~qOxGst3u_vzrDvFAADQ(`)l^`#~&XQ?F6rDFY?lx&K(-+>EZFhjI;c`
z=L^f?XQ08+wTE9`Gr4(q#i~=gN?%9pF4JXZ<Keg=%GtFDbnBz5E35ha8so&o#JNRc
z+sohI+xL8>aZ*lJR?_=>dwu5F><m6{R4(Qk2s&Hj{=V8e`Ns#F*+J*b#2;I6`K5-2
z#)HfL_NhNUJZx!c`H?!O5#-p{uQj!_9xa=l_i74DOZfV@y`YKqg57u1{}|_*N#EX<
zn|x}DX5G)k@IaBMsHht|i`9kI{l1)TmUj)@5VaO`oJ8Ioi~T);%P$8;MV)GwuRAe8
z(b-`3*}AP~wY!{(i;Y7=L(j~!jTVxAw5G^H2GpSX@S(uS$cX9NjZeofyexV0{CV<)
z*FWF0%OA-wTFBHj{|)<|)hD^QxivL35{~sqMzxm&$tK&p-}CuTmVMPGiSzdVYxdXF
zzAmu>oqf{8$}M4*BcV3=r2hQV=ay)2$@RDQN}C78#H=Z`xH~UxWpMMs0}C9R|CBwp
zkp-W5bNXO2`_9kjtUG&qzwYLZ2oyPW`gG*35>3zu$^E0xdpE9G)ARK7^y2HW<v(+K
zR8>{i#O$18{cgu${p2ezOF%dO<=o#lH}mo`K~d4C(+k;*Tmvo2-bh%@?Ti2WDtyVZ
zWxwwJ^9~e|l9Do*eHPTPtozw`r&{g(VSam1|KrQ)snuPJ0)m4NKRVjI^Y6FYe~sMc
z`W*+Ir1NZc{tTPSP4CyN*#AN8fB4#{rKK8+W*f}(`SR*2DChmUyYFYtg_k8a-j?yO
zF<)NhtE{2n@p^*ag6pq4`};vxh0Qch|8>>wRfyrQ$Jy@duTP#Z!J(kQz&QQfm(xX|
zd*k|7t<s6y)bj7|@83^ff6NI8oyuHik+swMQi<=3@|)A`-#PfT`z=5G_~VahZI#pG
ze+s(>7VM1KaW`*&&-&z^d(SV%CztHLTld%I)z_-~H|ySSd)i;fW|W^67aDrs?0x_5
z^?kSZ>{l~mO5OkDyy36kX7>xL1s}zH%;W#JBi}B%KRh(_zG0XBC%M<ZZ`-X>exH48
zzWwx)8o9q;^WWZmUVc0`AmjZ1zKT`>Cl1IhD1MVcO9P=i!42S<L<p~=LA8??qNqi{
ziA4uAf!zYpr<4GiG=j-7dV}U#p*)TV(99FmaF+v<j<i9vIDs0a#9GySjS*(Tf?$!O
z-}kOs71gfnvRz5r>`%`kjTc|5)*iM1U27M&{(Eidoyy<LbN$*EY3zv63km&tT4KNS
zdO!8q3FYdy|I9qP{PN3`+2T$eehW0Z?!Q~SXJe&}+?_o0s=fEtCw)D3{n8~TUteCa
z?xW=~uhxfz9)0{VL$*y|u3K2n56<`JcCK30b-0}$G!EkA<n%}D_U!rd&+n`Ky&*zJ
zMMVX4%1csm^53-OGv?1fzb<xnMsDuWtgVx#PCa^MWiTf%@7LAO1#kVo_xs!1!)cpA
zQ%d{0{pZx)W1hEbmsL?wk%VcMNZRI``ElG`iweHH2>kZ$u6J^>vZ0|NsMXcd!m|Iy
zGf~%tD^_&8y}kYNrAtjmlN4=j=Smu<3CPL4Ge5t0y5DlpI`~(wvebNLEC7v@J$(E(
zAaC={6DLnD+^}K7>h=4inh)CBscCdMWoK*8Hp_i<VWD%x+OVXgq#Yj)ai2VM=1ceA
zy?67{KR-JwV_nAM8mOVGt7>OAFMIu7&`}!uJ3j87rW@@R6C)G6%;(_SvTWHtf%G%=
zL38iUIGdLI_t)1wzu)Z!ZTtgmt+{qBZ0%vIb8WoR5xYt>6%`dh$Ef}L{T{TavG~IS
z$Fs)ItmgL3nImKO^NBEM<^ECe_%jz4f(CBoK=b0cxw&;y4Z}rRfBmWgO$zM$^-BBf
zeEY(8mNI;xv#3DV9)m6b0NuWM`NoYG=Ieu918?jq)t0aQB3QL|-i;d(pi7$9ZohY`
zPuAL`{_Lv~tD@rKpAVY(Pn<dPWKp+X(wiF_|Gdqwe+=5LmbLZQ*<#MO=a*m20`>jZ
zL~J~?K1tZAB>x`E?<Q96il<Y<D;_km|M+m2|L?Qrb&E7^ye$*cjdDp%RTYn~F$7`j
z@^??JMdznJKR37T<Gd|3Ka0%r@11ECk2~@8di;6N!lT*w`%Yf=x9`21cl}qUO<&yl
z=LZ^@LEU2!5s?$slU^7-5uSPsJjQnU)-A87D5-@D7e=fFg`?iS<l}uC)6Poe?RdzR
zc6Qd$so`-aK|`FMK7X!!wQ~7}2%TB)L~P~w<?H_#f;#_s+h<RiBBJIu=fs7D&XtdQ
z%{6p%uKe+Rzx(65n4Ob&rOi&v_B4N5wmUO36LeVIi4z_=V%_)WoDCFdUA0OJRLz5I
zcsf1)90&{h+c?(N+SdO#EWcvy+N)o-u3n`DS|AMCzOeCT4rniY+8GJZZY9tSKaI@n
zf3jwWhfXbheGTMh@P0jE7FJf!K@;nCz0#UAdGcSim5gsan`3vEfetCv+xsQx*SEK)
zR|GBwEo5K0diCR0@wf#`m%3h-nCqv0db)o4!$Ym0qobsxPAzb3K5_0`+RIBzr%avt
z^KA8`MH&%0VxT))Jv}?`A5nElpAf$JSV-v695dtWYdXt(XS;zW85L#S*I(b9f8S0_
zH|ogq`SpFb-yVBgHhJdElS@1&|9G`}y@r<7rJCb6c9-Xac5J==T45u1Kd5s0>8IuS
z7ufk^4y0}Vd3I7=;k(wBmV%3};)VArp9_N5J{<oz4Sc7rPUI$*>8D#yKUGpyZJlYH
z{^{-Z`;%tRUj5T-{>+)4X=%?mZ|}MN_Sn;+pT3s@mR|;4p}cC<Di2@Zud`XE2{<|Y
zE(D!}ve>P6QTq9LGknz6I$IswSNl6+Ljq&BxV~Fx=$$-sNl8i2kPB!tO<df%m(`Qv
z)~8=v6B$$c_3DwMM;ETr;%jf7HciaQ$%%uH@7wI!{i{~h{C>L~R88h~_6XQdRWbVm
z+M4zF<Bz+1ZlR%|@xYFb14$cy=v{tU0zLs^cl?yIcM1;k)_gd~4jN!~4a~^OQc_oM
z&%C@0bOy?P4+RbIxyGQIcOM<;l<0L^>ntSo>3Oc5mDQ{nGbCosnpHDhyUVGfV#oUg
z-`Aqjo72uFU0meaBWryvynb)-b3f3!{`>oC|0*qfsp|;3^mnqF@2Azx(TXiEPW+zt
zBtIlH^~HsSpgn&nDJgR{@P~$8)&I8odR(=xzx`j6lP6EU_*%uq%?(;EV1BPcxwEsg
zPH?gL#klzR^D6=uZ{c(A@Ov&F+t_lyX!l*v!ou@*zt3Es;16z6fo_75l$2buWJ$)p
z!)7ymBzoOI=Y&A^GcH-a{ByhgpT>?3j{Oyzzg5_P+8<xu-kyHsh|B&C&yM$>Dr`U_
znX2B?1f-;1?Y{G{U_<%)xJi>I`&SiIu9M_pTeN6VMpo9MjT<M5YKI9(Nu5&ew{fbe
z*>gW99(2T)t?k?|UrP3OdU7Z-wH|+*_~pe#(9jeME9+0cb)g|4pd(V+c%`3-A7A)k
z{<7QdeKHT5`RyM3dcFSnzTfYh*I&<;i$Cu2drRi!0t=a0$5mX?CyPoyVt@IyYSQG%
zoZQ^Zw~Y5iZ_9c3;9&Ee%I9;JEL)aUci^3DWa)<oj-V{!=f`)rjaOMy)ARN6^WW#l
zT9tHMyB6lwBcYhDc4+;}5-TBLVNQO2_FLZ>LD74ATP|o^L&e(qwtkpPg^k>&PoF>+
zDBswYD-GI4XKEVydPBpv=NlF*Xn6H1>sX(x_U%0aPJdjw770j6RmJQ)xqN<I*X_5@
zw(tMD_P&ou@y-~~d_!a;Xp79#qKlxVKM{8Kgr>;ZR{c2oS=A+d@{u+R-FvE^t>*S^
z+GG@0{nj*Z*Go0fsM!8hsq*%9Hs9}6>z}v#tuxy^|JlCZ?-s9G<#kzN?@~k1nBb))
zo-=&ZDxC%E&hOrH{kGx%tKspf*VaUynQ6?vH*S4tg~RV{rbSOY-tGD9H?RI*WuJ`Y
zp}FPvJPQjqF8g}z-lZ95XPX-*9%6BFa@tb2szpF)L1q8!FIBdn%5w90yX1R&Dt%^|
zcz&LoePQ2y^O-(Ab1Wu;27N)RHQ(IXIT^Gz`_rc)-+t#(E7{i8R?q>6d3SaQKl(QP
zafRZ!DJo`1GJ{20pFK+homL1M_5od76A>}vnfxVDS4+K*pu1GBt`-M%kU*O+{{Q>F
z-}LW<%Nto#m6e%Y124S(x^L&ld+%F6n0GBo*nAVTlH9}F8&rcSfR>|dsJXr8_~Vbc
zpEENvL0dN0#O<90T0Q#t@1<$F(H_3OOUvKiJD&S|(^+oCBmRpozXa_#0_|P}o$@w4
zzRuEWuHWasD_5;DF*QxxeDgzv&5js7Az|T}R;60;bw8IbOWwEl>Erm?ucFFsJr3Z(
zyRN%=-%TxZv$H>UKbatq?p2l3arx2T2GCODOP4SIJgQ&kn2`ZGok*hh*yF5^=SyRH
zdwci%`E=UF-5t~x_<gQVO;vTF1{Y|d@xy|QqG^$VBCA%fj@(;idh_N@8H)l2hSgWS
zYHMw8Z_9mr*8G0Trza;<Qd2YkCHipay9O3m&E50=-|v=|7K8M2GLQjI76m0Gr^(k>
ze^+>WH9Y?4<BtXJ_kREN>%WSMN`lc$P}=2dcb?3)_g?KK@%S3Yq9P;remU3B&|9}|
ztyr^0MP0q!{9Z*fr?A?E{q^-XpS21+GI>#A)zu9i-1vF(eBH4tD}xz9tD^%013`2A
zo9w?%lePPBfSE_$Zq9MJYM#XxJ65eaa^%Q^j};m^I!E4?WlsWKzW3=<QQ6yDPo=M}
z)8H~SH8n9a+mv=zD#uKEdR&#}%$YMMJpgZYdBm>S1v=d3XqV`b<Hw87nqE&Zni(L{
z$}4SlVST*)udlC{pF9^3DB|Vq{qwl}KhO!4puT&pr`YVXZMWa5>FMz`A6#%!dfuv4
zE-o$wr**eqxOR>0f%fx{-wY)z3KqoAVHLmiK`teu_SnnaHgf!{!`2?kFey53`&~dv
zs%w!3XpDQt3<<YhsimItdGj}YSiAk6l8MO_&~kSd7Z-*L*RHi)eyL(-C)eyad%JmP
zC?_Z9!{_$@Ep>Hu_sw|y>eYppB}a}QH_o`AuxRmO(@uX5MZaZ_e+L}@u3GQ0?^TJ_
zt5>f;SD#Oht6I4}f8yz<NpEj$1&wHf!t&dm(6F#gm7mk%l@3=|#>UEmhC62ciTPY%
zlaiA1q22z^!SD0dUI*W81xmWYYCaEky<Ycuw%c!~Ih>w3KREZs_1}Jb>}AQL605*a
z(dL5<r=MQ><9qaN+2@Py@}LIEGXMGK+~sRqZogf&bZKkt?{9`lM>x(V1&2<3@+1W$
zS^0dfdrXW>*P;v8t{q$EI~z2ac1nA_%ks;a*WMUdSlsw7Q+Ybz)925IQoSiDDF%s$
zSYq_1?^#%4d{6HsUpw>i%bmv`e~exB)r@~b(ortZ>8c=OC#iZD?2Os6b?d~*lMml5
zzrQvzX4NVodHM5KRt8JjR2ZyWxpLo=*PxN$o}MSWUa!0SMnUM-auZ%zt1I6X9oJtE
z4hsXFZ+!CPNl+=Ytx~b&en6<`?z?{3+1g>Nr%szDHfz=_4t{=h4UH4}zoyuJzf%l4
zR4gj$l=}P{riP<Q2lKWU-z~kK`EB3Jj}<TO?luS2o}jj?+hW1ygAS3AlAtq1K0P@Z
zQ*=^wmTf(Q+v15+rc8M}@A9KZNq6$h6%`d#R8@bvIv0Qovp)@Y^PYn?3+>o3gPEQ0
z!lg@xve)l*b8};RKEK}X<jIq>-fk$hlCA#!?kQ-pDm66~bR;OlKK_*8<$kJ0MnRi@
zgoLV^nN7R@_g#6-&!^LCemrbfQB&KLf8P#tHmbM&-XlLgJ~q9dSZ#k`M~t3X-klTA
z&dx5hnhP4q{(i5zzf)L!(zI#M#N{)N-h5uRJ91wQ==iVX+uL$?#OVF|*k3<k=FF2l
zlEx-)Bi3DhdE)%}=lb<OxqtrrnR91{V8;DxbNtjn)uEoA-)8=&t5zkM&Hni|zy366
zj*nfw#=*;r>*vp(p#9#U1$Cd#S^Ixp()j)R>Q$$HeSHmTw}h>p3Ywk%c01p=?oUP4
z*H@~b>M!`-r=9+GKS8In-N`doo7@>5UpsZn7L&B|pv~=j(tc~@dw!gz8@(YyN5;DB
zO!?g7k3o~=Di#(Io1dSbo%8?e`uek{rfOHd-Flsan>+dczrUcP8LQvzJg$GNw%SHc
z#1(W1{LAI@LHR^TNC-4?#n;}fy>5q7pR?-$(89<IufL|Gr%#?Y4|IIhg_k8;wr>4-
zEIQLOG&CqUxbo-I>HfPmclY*Q-P5>Y)hZrYt0`Nym=qNkuUx%)as2)|P<yg&`{Xc@
z){YL2W4+SPUq4x^(WSPRp`{EmFbT>iJ~NvRCVVh`|EVwHYS*e&M~)u-_~-Na`ClA#
zjEp9|c#&~-`_H<+zb4L@;gOf8XKHE+%D&(C|DOx0>(745T>s%i0q7Xf*X#Gc%Px@-
z5m{0i;l%OKTP(ipW@?3v+_N(?nYYaE2o!PMd`~n^uD{(d`PhbvkB=tD$qNZBihQ|n
z`l?l5-rb#j<w}T_mR3eyUfQQ8CzmW+CL|=Zs4{4A@|=SQ4}z8tWL{qO@yFx-$7Q=~
z)j9vZtPSp%?<6E$cOb#Qpyb7c$#KiSZYp`-KBuLnB{=Rqzje-gzsg5PI`^qg{wEae
zUbT0gVe+v#8`fO@o#<Y|Z#B2iv6*e|7pwXk&lWFQ<oC<!YutPO+f$D}R@Bn!Dtvrw
z?uN6!FK=6-!KLihGa)yQ<KcE5w!`1$o@eUn==5yZumNO+VU>-XlatelQ>U!-^y(}2
zzd4a$Fk#-jx=TM=IZ7to_#pgmk8@yX=;xrm%e|N7@7<~Eu>ZgI=+4LI*Ec)doW`W;
zSN|`XTao35dy#@b^6$JkjRLFpsCTaOT3*Tk8La`0mw;OO&=DFZjzKh*qtUgflw<BU
zi$5PXmh_yKf6To^!vEX){U5LI*wxi{e*OOaVt!(q?O*=*^Rv3={@;7?nq5tx0UyPd
zXMZa97j2VU?zh}|`Q@K??H=qtUh!|o{7=W8{{8g)`Nqf7_j9&LoPU-qe(SQ%#)Yf2
z^0rI2A8tJU_~Nh1AD$&vvU=0G`;Rx@&0D^9?OFZu7Qf}fd*j|u|5%w^Vj=UQ#A<(k
zAn59r-SNj(Tz_3_Xf@Ywj^Fb5W0EICTrKlvZ@>MvZs-3Z3z-*RtKO7ZTg|Q4JM;P2
zjceE1;?`fcnj@?My8DIwK;HJppz-#XELL;ReV2Pxw6o^+{{0{J{r?f{vnU(1R2h8F
z!|tQ6{gz+8c<EBp-Mr<iR&h-}xun!Xy?5izos!#c`-X;2jsF+B$8c8+=#<XCMs9oK
z{A+7%#kxTq^E-LluPM$oa@&2^FF07((a|xgy~MA=UYg^r<|?=7_sab?hnCN;^UBIv
z6%QI*T%=)QW)>734Vnc1^NE-Bz|*3Omo7P_q%66%kfo%jZ1>!@HnvHVCT-z+x<tfv
z;j(3*O_Eh#U%3VZ1RThV{^u1aq9evFDk=&ZgPJfwV6C&2=JwmYN0SsmYr+ER433>R
z;j!QL^1~9Vm220kYHFU;PyVuxJ@@{;xo6J!fJVu(W`~Qg&OY0=Y87ZH0I1z2JL$!t
zS+i#SxVpaX=)=S9oV>hOt>zRj+qzY>{jj5(TU-3Q<qK---<R$F`^~~KAnD7zEuXGm
z-~L@<<)%%OZrq62Z@cl*&5%&g(SYUeV%F_`X9XU^_s)59dwc(#J27kJ|4V+HcQijI
z=g7;FEZKA4k8%FE%DDbW#kV9LK0Y-qtyB8bgV?OzclEZlvB~hYUwil`Va>mP-@kvC
zU{0NFKGO$uO6T?0e~qqnbZ~%9?u&?+acyCT-kHZALF+oby}Pe1ob&m(?1|O$U9Tsb
zNP(AH7W%y`v6?h#Qb$L}1*<7}zMGLoI*-hJC70a-&x#jSX)#>t;&5wUt@Zxjci%_s
zC{W~UcLuG_1{VfWfgz!xTlt(g6zf3e>2JLrcly)Q)1Dq432$$0<&iS+08NlVR8A0;
zcIs$YtifeyXvpB=>Iz<A?g=VPoH!N=f)><rc(}T{u8G>(RrmLoVdbZk604J!xfDTu
zyC@6sRy?GEbMe|Ww~P!8@HP__kh~&OgX3!km+uQ#Y5n~9v!$(V(zI#IN-dl^iqAYO
z_#q_j>+2g58VWl5J2h2x>eQ+G{+pYbfyVZXi=X+dbru7=kkLU%`q7+~>({5Bn`1d;
z`t;(XqTvNUpH4SUIUxY*vhn%Wxaa2Ts;a7*n41gB%KBDSSzWw%@qYFES+k_PyuCL@
ztvzz=*ra*${3<GbaBeTQn!9D|)`vwq3#{f!^tvrtyf`p)>aSl_QPI(c5<D)hu5-U^
zUARgsH#gTphA&1>TyJ{!j2RL=ZjU`57eV^5VPR~bHp0r4D<ya~{k9h8;^qcT8E)OW
zH6$!7C^ps?vJCA;4rpCmZf<UcjogC0^{4)RzkmM4#l>6sV!?sS!eO~d{CUsehYGs7
zy?1w)gLci`t9Z-{YBGXG-@d%O?CI-!)#^yz`gQC2TDiqH<=wTqbm@|Zr{}_r8z*kt
zX12_C_OYka<NX2xE);%Wxo+LF`2WAee}8+cY-|i#Zsg_d4caR?$y@K?rqg=X@9eb0
z*FCvget+q%U9)!WvI6OD=C?bsDfKj@vl1K}+<Y)0;oF;=XJ(nc-oXMoEcv|se;Z3n
z%PUu}GHxh%==AIR`}#wVPo6#v>XI#4wW{l2Gy7r<uH9vCL8q8o7C*bN*qwjv{7-uR
zfg+&Yx{r=_*PiSSzWB1_PTlXfXXaW@@95xI>nsk5S10@OcXxJ1u`BLs|L~zeZ^r|s
zbN2shCQY8aa>a^-!)?5vSrpUkYXMPFT{m;o%*?(`Nxy&eW^hy#I4D0oJ^l0U`?}+M
zzu!B3W~MQyv#O}5X!H4uu|%(%TaU!U-Tsb_jG!*=)2B~C%WYyxuZH%>+s^~tGi)MN
z`R!)9roMjqn;RSVom7?UZ-4P3!^_({a(|tz-t_KEmx4BJ-V8c9VCRoV-7_r;l|YB*
z-`i6e5*lilcW1}rNzztx`S!-0?-JEsv3Bj#Y0-I#nwl?n9N!E%g`g}(PyD>yZyit%
zPgu=oLH_-HfBwF&e|}njf6B2QN%h!JB`g1u5)<*b3Pndp$2T`NGPfTtymVW$>(KeS
zZ^oce3h<i$Xh>2K@XYBbK9ylIY1XV$UtV6``DW8;39Ax~s=f36{{Fr>>#Ei?z1UOl
z?t;g4wY0iAIyh#Q74mJ_w(Zji<^B%`+2uhOGJr-?eAI-y7A;t%1sZGD4qI~|Z@Y2z
zw;a&Iw2X`g*Z2Q3{r&y@^Ir3N2?rV&_wAp0F=I*m{<;@mt3XE$Dk&*RSeNN^EfSEI
zKmXuhGbcCq<IDc`NAtFSKETXhaJTfjpq!jvK!8ACV4%+|lat#YIW4~oI$GpQm95+2
ziErNIxb;dM{q*!SXrOo7?L2F}je%id$3P=7o}QfR_y7A<xY|-kNQi@v?-{7$uyEl*
zpV?-<ub1yX&CSK7WMwt0SK2%%GP3g0ZO|ykpP%RJ?GznV!R5>m{)zrQPR1)&uDnz8
z`Rtz0=d5eK-Ao6q_g7I>-I#JxsP60P_`-{>;vWw%^KZzysuh2-(ZU)uyKt}mf9<cY
zua7^S9$$B-bk(XwtF+W6gRW7D&+k(8p0*+7q)^(qIiCCL{`&nY*5Ccc$jHd3;^))p
zmK7f!6keC)VH0s(7{9;HXQt89mfvlyt)L|hLekQwL8JcDbff!r#|2IiK9#fwH2!?7
zS9+#htyMD{uhqj}o|Dxk&YE@V(o%2#pN`RUEZYws?31+y&&a>q^%}G>y=&2&g5981
zs?+1DJWpMOc+_91lXv0H2@?cBceNUyw>b>zF}&aV9kjdy)FWKK=Mz_WY^f;d<e>95
zpLsw7ENPoFWs9aiD%u&buLjgx=aDpO0d?@!na}jG`T1mW&7Y6QL9_0lGq-QuItA(^
zpMGkU`RIVQmDQ|&e}99n=n#*uDZF&MLRdx}RPM6zO1b3b>UvMtvt4^Ud1FMxwj4=@
z!|nX;>#xr*nEm8QN>Fg{$@AxzFIwdE+TL+`^46%x-DSF<MHL`-fl{AXcPnTc#-mlM
z*IB*W2I|f~ogNQ5JSD1K7wl7}DJJ})b<TkzLBYX0|NVNs^V2D9&_e33udagTigRyo
z`}lVI{ZHHX|Lr|FS-tomt2pQg->PqKDo<_x_UOxv9J8|b_jtFgUt}4nq@b(&c8B2J
z)YMcNyBdk+gAP7EXEf`##jRJ@)8lK1-Cg#uY`6cf&;F_^DlMS9PU`+veS3Sm{b<t9
zgYzUrMMXgqV-2;xzkR$GoxgC^tHSMtJ7X+l_?(=bH{O0L^`CVYXw>rB+UV!ehM=>!
z=iAlpc)RWPj&HZJC5=)zyr=1aZn@eKqX!!Mi~s*CoQ+3fLFo%{DX7%ondJOKb@It0
z2O60rEeaGsr_-H0dGg`r^LCHB_4g&*+>{E6AJFw8nU_>R3xAjS%yg=%+ST*n4`+^<
zH0ZR>3l}b2-sK-0ENnKL*EMjTdEi2guJ`$uE?jVkj+RbLOk6HI+i$tDk&#ftvu9~J
zX1Dp(%+`cym+h9F>*pR6BxGCt&E};^-}3o&Qj0I1IMB#^{;lx6qc?KQ_~dLr^+Uv_
z6i#+N8HeSUK|?0%_I`^3tv%kfX;aPWqNL<xPEJlm=$SwhmEE)c3V`F!rD3vv<DvJi
zE-nU@pFk&A9|5h^dUkg9&rhfIL5IsmY{?J=4RyY}x?245GT+C4KA%tj^W)=^Wy`!S
zU%V_LBH~g|U~nLF`p=e@mIMQdfKbupmn%=*F5P3NqVmMufA_}<n=M<mFue7gemQb(
zvf1of;Rw))13i+)=l)K<#TybHzPa$Ro87M$%GcJ%`<IrQe*E|mR0qTqpEdQFZPwe;
z(jxrsdD-rhr%pZE`FvjTrza<)?0F#V8di@aXBM9Pm8U>0r>Ws_o}QkZplc|yudR9b
zdj0-qYq#HfG`IZT!t(d`KzsEygO?fP-LaT7d2(vaoA02*^$s*Jf_CtI`t<3&u6Ut^
zj06u`P*4!)Hi|7<rp%f(EBIf|_S?RtrKSvje}Dh3D&sf(@WTZQ7BDpItNkq`DEP7Y
zJLpapW8=w-7AbXgcklnc?cP+`Proc|*REYFV^c9<s&@FMnx92QMMVWWV?c8g@&7(e
z2VEF)u$f)neAf5fn>KI$`TPF=b2|zjZ>h5YC$&Z06OOcTc(64$o;l-VWNZw|RhoKw
z&t9+JpZ4_B)SO#ez(W?GQP8-(RfdI+TtIDvBb~yY-rm12%CFmPwfN$RrPJe1EpqJ!
zO)u}+Gv~{fFT$X+N`5@I|9|r5^ZEW|WoDpxpVQNH-`w8L-+#RLlBm(wuV0@$dnP0-
zeE6t%e9fi%?>|=fy=Z(m6*7^|!O#C3)ILd_e6jD);ln%sd^!zE9XIw?o0skWyF}ae
zP9FHWapUxJQ;Md%e^|6rLsRqN>h=4Qetvoiny9&Q?V6CN=+VmObB}}WKmxfUD(Y6|
z-&!LhqZ21iT=<p935wJXJr^Nqr3W*8)HZG2eDd76XUC-TpPZPeoO5T#M9?z*x7+V;
zN;t@LukyKU)t46sTR4ShSe0sl?ypHdKkt5Z+D_}8FBWz0c+{m0x<M~uSBYlvvon?t
z&8ok@OTE4>Hm3URR)#wzmwiDM4`@_N#-gC%U^Dytg8Ap|e)k+Y<n(Ue?>x|YyF*{C
z=JqXi?+=QIIME@f+_(GO)1r+951me(It5xgJHssZ7U%b`YOecchk#-za$^$f>+9>&
z54Z8g6dYt#|MM<(ciG1L`*xs7;kEPY_J_pAp6!#h1{J~abw5=>oAnb6KzD`Z?f+W_
znl+xF=v=qqc_(BQM*8eU^InCl6kuGpc5N?cdO7p5TKuHND^_r9zwMiqrImcFC-Kq}
zPf*vd?(eVK_a*)B6wJ-1TNXc?Fn|8}ZvA~HQm4nd6%-iA^|v2x=l}fc_4?wMOQ#q8
z`}zF$yU(B!`E~sNSxc6vJUcu4cmpFdWDsg&)>SRgHK50OBoA}z?{TQ9`BS(*|Ld!(
zpdlyFoWRqm;h>S|3)}PK7wo-$yor^&;?qg>nU=+B^}jC9uSw33<zwHvb?cMo&x=p%
zZV!lxI+eYC?=e^LSQjU!rhM0P@9ys2`F`K;jO^^k_5YsN&oD@2a$77o{q)g!w$-4i
z)a!B8Z#g+9zgx3!-#pOqI8|S>K!<cUGP8p&Jxoaf?P$^4|EEaJXNE&k(xc3^=ODrL
zC}zTuwijYDeC$u3KFztgsda1i^-pKb?+1j0xI{;T4!ZyH`uh3n3rc=`c&MVHQgYgG
zld7ufo`1hygVI$aGdt+!56D0*xBi|9lE!IsJ~W!?>-U3lSyK}e=pG;+AD*K}kIGn=
z^?-I~fR<kGJE<nSHg4}M(1~Y-kB@zveg99J?`*S)GiG$$%t?EHZ|{?5&y2FK>E!ME
z2|DY&|936uB!sC`r*7G@Wx*<~g9i_S)?M5wK7Vn4ef|Ah&}D0&;93{E8*~UdWPx(>
z=9@EYtGAh~XL<GN)rpfQ6YuUS1r5}`xw~6@^;Iv>#UaOf9!~PsOMG@_W=d+Rr{r{S
zkbLl-bVJ~7-|44|R;}uqGe-tAJZpZx=I}!2cF;kw8XBOpqCxRIMKf5!IE_bAQqslU
zy?nOu6}kTQO`D89eg2%8l?A#@?%&_v!lI(3r+)9ao9E@_rJ<p5AZzQS2@@RN-`m^S
z-EIA})=JIH?(di27(H=zez_$pS9Z>rA+c%mX8(w%j1NkzR<2*q?y&y)Vhygm?b7|n
zoqc@HaLVtqmE&K!bSY@P+r|h`Unzcn-SVp)TeO2hr_P!s1-eTVv^r&X*;@UXf})~F
zUtC-aN@bUq`==jhV4QI_4c6^^RPCAMTvE-;%L}?xq4IN@S?;YP+j4Jf=;|JQS|lhf
z?Oj%8CamU@aA!v$kG$QSDN{ra9Xhmy&-y{BPY&oZGWFQ2idOB1A1>ImY0_Nla=Gbe
zvNJP51BQyuZ3Xu#pBpA0<6+~MyOTTF4qQAd8F+pUxcJu9-5qp~7^tl*TYd+0tSD%C
z;OA#&LGv?v_SkI8yW4dzK|xcqbD?v)QQ4aaP*{T&c6WCxgLl6u9w~%u%6xV^e}C%Z
zW4)kc`{+@U3?DluCnsppF{rxAy=B72Bk^Icb`iL?ZuyW7+A-Yx;6cKsO`A@fI`!z+
z>-EbQE^JhG@7s`koDZ}L@Y~zlH#a0Q&#(O^si>$3YLJw?2mqbWH9^r?!X!iB<HwJi
zYW|z-xSMw;&s=Z1_v?UNEW7Xe`TFvLjuQR+>?~+a0%*Wy)hewoRkqOC%6%7)@2&be
zsZ$Lc2#dTY1c@m6O+Ni}(Y9^V?%avlmUs8mv$L~Lo;<m5)22z=wwX0GH+%Z{q+D3w
z*dt}y_3&`Jalr!zAz|UC%qi?3d!C=03)=bwI_>YqjflFxuj4^8QfcSrXr>A*Kl!o*
z)GCULle@h=KmGT&x1dq}OP7Lj%%mSad<eRzq3%xwX#LEN!p9!IzEiKdLR@uv;*mB1
z`@rmM?W<R>f=c!|b7YE&if-&K*I&AHX~fzvA2nf4PEJro47$NL;Q#|DW2dF51qKGT
zw6tXW6)*uEi1p#9csxUbfdpuZ^={sxMT>SkpI7bS<8#HzW&e``ixunFFJG_#)E?cK
zeO<5Y{k^jn7rSTX<sHi~nKWn4nG+M0XBs3jB_Hownty-akz>aeU4OlmFCN@Q?AYuk
zB<)lJ3LsE+K7Bg*`np)q<n)|5GG5-^nR$6^3Pwhgu3QNLb#^W+bOy~lftnt@mZnm@
zQT9EX&prOQV3n5D+;irc#~y!t@UfyM*pDSbM@&je3Uuk;`FXZ)?(Uv$Tm3B{CgzQI
z%8{c-L4^xw16s7|lqpkOGBQ?Nd&mu{X*mkdc_cY^Y(A2=Jvcu8{KduYH}}`uv-8V=
zwl>Jv)y%kcD+)B)0=^7m!pxbT_xIJFJa=xH|9rbIZ*N}@Kcpldw0qySZDvx^(x6*m
zKv$dn|M&OJ{r&Ur+=*GWYE{kpsXu;HfKCAH5L5=;E9u<Eqo}Itda4|pmR+{1b@D2n
z6ATUA7`67wwQG|g4UH2gPd+@*$h<F9Ha9m{qSsAHNy)>@Yf=9FeV}ODSNj`ORA*&r
z2?`3fw6zI|h%EW)EMz}v)v7I9wp_S#$H&u?6Ljj2zJCAVcK+fA2N+MCI+c-^cMN=T
zH|UxxW_G@m6B88ov2DGy*%cBik3r*Oyp}S2vu4k(J=u4-oqzJ|*{3HeyMwOm<mKhv
zvTfU<%P$RPpLKC_1Ko77K5p-cQ>T=SjVGTu;{&=NEhR-oQBm=d%q9L6tGu$awb!m)
z3)(Fc65>)<XZQ2xPZ`UimZl~qEp6?MQEPYH&2w^g?(FVXwzi(l$jtWR*Cx<qCbF`+
ztINP4)AB=Z(hY$_=Xb>D-9OdW)Wr1Z)29=sPcL4upkdJ>rB$m}Z;V=d<87IU>%kl|
zVNp@nswykcqM4;jWxr3IGpFZf&No%tCGD=yGqbY~r)^H$8ntr8iU&6~CWH2Cy}4m{
z|GTKDXoQYfe3O=q&72)OEH-W0^y2Pr^S#yI(+)H+f~IX=yvR6o`0&M-B~kV!;IyL1
z)TUzA!ohG)h;8*%uh39YS6A@;eTNP?-QN$o`YDu&L2WYV$YxM{`T42Y+RmLaMFe!8
znvc(y+M~yh3yX<?4!1dY@E~aQl>EB*g57s5Wcc2cS)0uU4fkqkX{}hX0#pijb#a|K
zeOgmjcj=NPEudqM!IyizD6u+p=n!ZE)zlPp^l-coDEL5UCMYR!aC1*qX#>}L0_h$?
z(oQS}`G*!SUD|r<R+N{wH^`_pYkEL;tDZVlbAS7mEeV@%7VN&uz{1WhEF<$qyZM6}
zc=KgnpPH6d*NhnwpuL`*or-2=(>{DC@KF<HYd-ir)kKQ<(czuPA0K>L^svOL|M&H1
zy`cDb|J+>Nty{NVxpL*lzV)kCEn2jw>DVzh@HSrF{^QMyG+J6(1cZc~e0+F7m-N`$
z&W+n!b#bvfKPcTqMM+JZIB~|=w3nSq;HW<m2|lAnWBcvivuU8iLVo?K0*w%^Sg~N$
zs;*V5v_O}G-M@b2%7t6EyrQF}%XZ85A7^gxTMpWVGx?-TK!Cu*hYwxc-Gv1O9V;p<
z9zJ|H<80df@AvfIa|yiHn$Y*ZYX5tSccFnI_osjV?o|Eg*zc#kC$06ay)1cDV3CoX
zZT;@_?-{pm-2z>~m9+7~ojY%Szxwfi*)la9vF`j-(1kpzbv<s2^{<^c;Q?A%^~1}{
z3pA>D<3<E1dN?^>iYZq^RxN)}2h~-xU;RkDxBJoJUEtx&`&@0mepN|HN%j5Se>BN5
z@oMwwr=L_=N~~n7_TKw`_2d70?@O&@t>*GAzWBmBqe7UeYOh@LL53~r>3ib!z>`Fm
zU$Wd1mXYg!zT<Yy_tnWw$9C^p@_72qoNsI0I(vJ;ccSh6uC1upIAeyyeJ=5r!H|G$
zsRz{!kEVo#9?jeSdy)cQ`(g8SUv|g)`ugsBzcy@j{?j8X|NYHdbZEB1$GY{awAh*t
zPG@-eWBqm>H4BRy;e0|;QdNh(-}5w@IB}wjtE=qyS{D}<MMcGZS2gbGL$ZiV!cY5G
zhBke@jT*HK3=FCzt`Q|Ei6yC4$wjG&C8-QX21drZ29~-8CLxB#Rz{XqrWV=;237_J
z2UJ}nP&DM`r(~v8;?}US;_nj%1_lkd4JDbmsl_FUxdpiOJj=af&A`AQ3DOgspH@<y
oSd_|8US6)3nU`IhoLG>mmtT}V`<;yx0|Nttr>mdKI;Vst00AM2dH?_b

literal 0
HcmV?d00001

diff --git a/slides/src/figs/mem_mv.png b/slides/src/figs/mem_mv.png
new file mode 100644
index 0000000000000000000000000000000000000000..23450801090a77dd13d4a0cc212a06d778ddcc1b
GIT binary patch
literal 51427
zcmeAS@N?(olHy`uVBq!ia0y~yU@>E0VASVeV_;y|XXLnpfq_9G*(1o8fuTx`fuW&=
zf#DYe14F|L28L1t28LG&3=CE?7#PG0=IjczVPIfjOY(MiVfYV%3-&Ib%)r3FS>O>_
z%)r2R7=#&*=dVa%U|?V`@$_|Nf6mFmD{IW#{OTzKLj!}Si(^Q|tv7coD?+~B{P6Mp
z%$YvlYSp<F8HG5!IiejLE@(A%M63?Gy)SC@wO#q47vE`R%)hq0_D*^9*09w|O23!2
z)W$oX*!RBL$av=0J@pUfs0j&(&hXq}e|>8A1k1^Hiqp<ne&1O?d(o;@T>?&Dl=Y@}
z@BjNY-{$9&$!F$RP7aT+ow{O$hJU+ii-1!H;~V?`Kl#7kEthX*=YRHg`~9>ZA0E!*
z^W^v_I(Ip<fKx~Q>8!1rN?ry<MMp>Oud|&xbt*_!u|<IS&a11dSFT){czs>0j7`Ob
z%MUpet0o+36IgWr<JYgL@9ym6kuvG%*55ayrG>@6T?K60yG7l4Nhc;KK6&!Qpy-K*
zf4g$a3&)8IHJm#Boygi66dCF1;=&>*C^(PLodaaYoWl<nY}zDLUtj;|(IXq#K7mE-
znmHgDClImd{-lK(U>1mYv7Kigp99Ck*ju-5-Pl)aeY{WhaN1@;2?>w1G&Ny$KNSUq
z1?Qh{*|u#{@^QXXr%r9SnZv@uVvu%5;#i+-_xknu>vN^0r8V{SmoHx2{Ow!WqD6~l
znB_{HJ$qKhqM%{dE~_3lWo5UXgdZOsO7tF!JHP$*+bPqgUAl3@!`+?z?%lhf!2R&y
zgI)6K6)O^6Ut4QpX0}L!D=;uHrr;o}imGa5RXDd|ivW|s?6Ys~?Va7s&Y!d~;=||9
z$uBM}eDdVUoG-ufjAq{0oX&r|Pj>O{-O`IMp7`+a@Jx$BB}Yfcz1wp0^OtYgGUeO1
zvRk)rfBg9I;U#bVqbWv(FD@vaI(<4&q&4wyn_<zD6T+Wlr=NCpb!FYUb!$mk*`=E|
zPaf$M_Vn|6XT0s$F}H0wH=RmLP4%XCKX{O^%xC7I4-XFqiX6SXJGz6>vuzQFqRGyk
zJ8k}cxvbH3=+Dp3o&EjGw{D%P?B2IvmDcxr)%oi?twKXnA0O-8^W~DaimIw%_B9<R
zXJ<`q?c}GYrn<Pee7NAuZ<umI;H~BRJ)im3@A<?fDk^&A`t{8T2buEre000ECek@4
zN9W<ghf}6Z`EXP`-XQOeg<Qo0#!HtkZ+&iVV)Eg`VgAj<&;3@dUd_qFlk)Y|)gC$9
zUDvZW-hNy2;UN2-pU-ALdGe&-<56+u4K+WDzP-75czylf>}O|ZKYtmk*COCF=lZ8l
zpCYzo2wuH<^~`+x`3s%fFI~OrT32W1>+AdHRrvm-D=Px`&MSU!fbrk=`v2kD0Y{D=
z4UCUJ|LW@MjS)IF9}Y05q^D=!ULU=^FMVER+oelESy@>UrdcBAZ9em8hpkaCFqp7o
zhsCQ`uOjx>*%lTS+WdIX{N%}#jPvF*eQZ7+5ndCuwX3U(D<t&k+U@s}4mPo>@0oXX
zb@=D~|9|gavTT`A{ym$frluQPGKICn);xGNJO9}+>HH(dj~~ChJGP_IUDSyqH1zt~
z=;h0nEn6iXTQV^!DCpAbjjG<$R%mK!zH;WbU1BxY@9lH%>3X4;FJHd8e12Wj)(D-w
z^Mb>|mYthv?7sKMqwcGZ9wohfK6mcitk~GOzrI}dU)?Zk%9JJdiqG4=y13YVYpx7m
z`>vFeLZufLIKEoqIr+-p-`~Gity#I!^X{I?&9mmrS<}|mwu+rk=Ec|TbN!b8`gB@<
z^~H-9Uj_TyF1_{kTU`DB<@SG9&YCo7QQqxsXD{!L<xp&~$d|RNiI{7WIce6+nJeGj
z+PeCB^6l;U;m7-ASO5FaZXdFH*RCz|-{098ENfr4r|P(D`3hZK-M#ZJU%IsDUeRgY
ztgx_YyJ~-zy?rj$?V6jB5pci$f9=)#_v3kac|+^}eV)Ji_O{$$S-$pdcdxCDz8bjL
zZDnR==BrhqtGCSG9iz8(>()@)k{1(ZO`g11iihp%<9>U)hhJ;{{d}HPRJ5t;_1f*L
zWMyS<otNcn|8@KRzp&n}uAu*)=l`#$+RkmL;F;*mu`nzwY*p|wpTOqk=Brz?uYapL
zleBTg^w_eQTq`!GoejEu>sCl;=+!-YY)X%G2)^o(H1_k*xnq`dV}YBC%L?=RHJh`{
zW>?#8D|+e$a<;F(|NGD@FET$qI;yqc+-!6I+`PPZUuWFR2~+o-wWO`3Wlq428~bW^
zTV-5OD1CIKGpn|?c79=NOUnxLdliebwno|R{oN|y)bZKR-Mzi)?bhq7s`kd!e!Uv*
zU-9Rh_4^P;Q&ZDWU48xV(9lq6DXA;n`uie$y}g6GySje;*?YWCHu&<TOINz}cD-nk
zd2nN6a#l{x8YxN1mFwd7?>qmz{=-4`RrBZ1x5~S-L-=3Y>8C;Uzb?;TRkinD%OSVO
z$eC7ocPvZ|4Fhd!eth8EzkR_12VYOm!1OaS3Z49vTYmgY`4phYGQakl<n3*_$$x%)
z^qFC>@OtvQym`sT`<{L}t*@@3!4Vo-`TcIWW!0A#n$Ne-Fi2!lcI$btxZf`6_O{&G
zyvb9hT*<ER_79J*HC?%K<(jy?v#zcV|6b)28v3Q`FX#C}tGRoAzuSG~%9VnLt>Qw$
z!o`Qol8^Nyet2;3$+Krcp`lM--qi=?_;R!SduN`{ulMuv;<Ep7kl(MO=2(wpN_x6+
z{l6L|Wo5>QZ8?(C=6NdW>d%*aj^>fIn!>HOqoG&Y{L|0p^S@X5{LNyitEjLz+|K|0
z^G}coGfXmtet&!W`2PQY-#PnVm(<?3(~aEJQv3UxVdf>3Ha^*^Lyu3MJlP{_J?-!B
z@5N6}2>QRTQ)H9T%;6}Uw>fI<n%Lc94Lv<PhYlU8vR!xm_0HGpc1LW_lP$krYhJZ?
z-m_<E*VaTf`z?QMT7T^N&!0ahPMhZD?%w{*{MVv+DXZo`d6MGRE7f{8Fa7K+Q;WIh
z@@s5;eSM!id&VRnF794kZLO=Tdn-IUTia}Q?}ZBit5&Vb$jbWkC0YR-8rRlFx8KZ3
zJ264=$kC&7Km52F9)I@L)zy((G6WkN8za_+g{_ThJ^fV4)b#6;&mk{Ltb&4r14E~V
zt`1Aw8uk0myOf>oE-o$CPHav)D`jP6weREB2pzF~e?ECL2nh+jc=c-0)~#E^|0QmW
z;Naz5x_EK(r%y!?-$#nNc6^?5GG)<@9TE*IR;;kw{_*3-mtP}%eR;QT-TLC|FX1$~
z_nyly3(CmwI5;{on$3RO66$v)_)Pqp$B&)8yto)rQ&USyO6F`S?})CgwLN?GtVY+N
zZ*OlK&OWRDhj;pE*OC$w<MeYX1_l=nzi$w5;wY@!7`1lFlqn1X!oru+`F-}r-Pit}
zk(;}8%NCIb((CWq7V~euS#yXh_x_Q)(o0sY>U#Dp&B@8hZ)a_F_3mrTCi?pQ;&BxZ
zTXIEQ4?Zj~NIu51Xz}9nFaL=>s!?d=RXkVB*UsF2nDIh-(nayrS6A6SpS@$cX|etD
z*R8$zkMbsNy#03h)#Squ3mz2hyzsIlrs$+<Oz~OMT08&cmur&~-9XKh^m&(G9?9Fz
ze7v~-awOB$yzQ6o-sSz!d;9wt+dK8oZ-4ms(J@eDj-R^O?6=a}%Xh{^#hGMYQhB%M
z^Eo@|yb>!}tGRwsp)D5NOExGTsnk<YaCpsn@!q|<sPmls{OSq{4a=6Pok{!bxji^E
zwA#kVNXXuPf4=DK(@z)e+!<N@@1+XU#EBDG*x7@lqgNl*Y7ubac>nPE^W|q}U%Ym$
z?ex=M$DXsWu?YzZG8UY=v-tUAK|w(l7M7aVKW5FI9T+<G!Gi~vPbo7oGjENP@LL{S
zo$J(5?EdVAz#|)R0f7Z;uf_!hH62Z|e7SAv)Tt$<r4uJia7as2^IJao)TvXG^YXXf
z-g;c!f8L$vEz!%fN?*QtqoS|RZ*h<5(fjxRd)KS$>Gf?)KE7y`R%>hP@;lp>ENQuR
z?OO4U?X3b%91AbMoMBUGR8X@bGdlXV=k`*5!`_Y#1#N9^i+TNXRy|))9pT~Ucg~Yr
zTK%;Bo3h>0s(t2IeB8n%y>Q_|pE(wS4T}~nntbjx<A2$6+AS8F!J+53{PM@c^8Y5x
zm?81)%}r-VN5}cMOUueWz1e&|C^)!z|9*S(I|a;cizmujm(AJobjgk#GxqGUaqE{m
zJIAv4*PUZY8|Ro<-rSZeU0GQPDnwSV+qLR^?!I|5e*F6NY4ZF(Ee8%bY|Fj9?CXyo
zyVkAK`}gnr{@~!?$1k@#fNID0F=aPXd!$Ue9z9Abdwc8Zb2Go?lc&em&17chV<>pL
z^}3L-@ZooNcW370y!mYT_3PI+_x8@7F+-y6%VPPjH&-NWzwLi(Lh+XufuKfQMTN!n
z`1-$|>Y9IdtzN%x){-SEATLEmM$W&zBStT-`mO2PuN;c!KqZpmiIXQE&Z~a6aO1{_
z)8ndEo_9J5Dl8Kc6q?!j*%JQ!`FW@2^VytxduBd8J$?R$+VXO9{r!K8!d6c`E?2$g
z{MFzRE7_kvf3At&|F7lvt5>gn{J#IcZ;^)0w;RblGM1lOa_@Z3tErWFy>xoqsr7YV
zwZFZ+eSCKQzMJXd*Zu8&woI5X!ESnruoH*kk(*Oz%{ryrZ_{)z;X$i-+=6}k{<Y+q
z<=^v3PF{R1SXo`Y{rCI*^DkWrx>x;vukgC}@1DNk=H{+^(8xZ+B=ZvI{@~@81H;3Q
zZ%RGwSF!JA&a<D-=P%#4Z{F_r`)1EHPM`OoX7<^(Rjbr(%J1wbwE6Slu!*_(=lcKO
z>ua9{y}rJF`NoZbukR|hSQLM$|8ZFU--DM5EdukFUVeGv+__^JCZFd2|I>cyQqZJH
zlP<h0F)=gy^m6(9P4)ll-tBnImwRW$#f+3sPfnJUlzjO2`~Bk*tIoc@V|m+yLqd+k
z|NA5ks)FSIePFNq^H_fVg`}X6kR$B!H4a%>T5QdY*RF*vTC}LZLgvZy=bv}q|J%3N
zz5mk@VgC=C=l}JYePheUjT2S9r+s+XF2AYjYnGL@^~MMt6I0WPGiG=sBq*>oH+oK1
zOWc0D^8McL8F_hXii(V(p)1#|d-nJH{pU9}Cf_N&9($`IRuNSCM=QJcsp#qTowxhl
zv$y*Dq!}|h*00yk&COjCzki;ncG!o{^Z(DeawTLz`MyW{_8mWZbm1y3Q&Uq=dw$RV
zf4}ckKA(H1_WND+HEoyf+&ObQf4^@+f`X@~XGlnhfUq#LjQqV%XN=EpD0=GkZufgT
zP|H1+W6jBwq??;kYyNyZUi0ha@-5r9CmYSo$j?{T(djvH!b8M0@y(5mEp2U|4zkM!
zgoL;_IWbl3owsb6+BDthW52$>-uZUh?O!=>1f6Q^yQ)@g6>AlEF4}(h;56Onh+QR`
zXV0ExVP$>z{Q2<@4-fDBbV~boO!~d7t)GsH$8X5HYh`6^Z79`iA;TvmEDVx8dFITU
z&-rVkwsy(?`_S$)+pPEb{Q7yl(&j;-p{=V{ZP~I#KwSKIXn5?=7Z(>-+pgcVX%eVy
zSyEQ^==JOFMH&%n!)j`3c08RHy+!rbgNoIsmif+(*qFpBD=Yis_wUEAUwfyesfEWB
z9`&5QT@;k4cW$o#UuXC0g|e2G76%vCq3hSDFIl4U?EL)u>F2$spFY|rYaOw##<I7!
zSEAP~_tLqY#m|j0FD<bPud*(CBOxAFp{S^+s1v!Vg_)gi!u<LDt5$8<x>Zm@;)G~;
z%)uuoCmTxq+kMQby4pH_?^m(X($XJ4ek{2Ddh0yt>oLW=H*em&wQbd^P1WD??EZcU
ze)Z}V2M5Q21cM2)W}W);^Yhku>zz7`y}6{FI)rz`=-s+~d*ki5KYsqKef;ZfL5)mK
zb+t8LJ9B+~eJ=0M$%W!(%lzh^nxyK@!N<33?ONX1XUlHYe=f0{>t|(Uwc++#78aHh
zLhC`jZSk!9{Nq_$lT4&Id3paHON|W;UAlL#?Ci5;QRfTA&6=8<Z|*2m?(FQ0I)DE1
z-`UH(LqkDEM6Lbt>z9y})T@_wwU0EYo!-l(=(phV%Y9#sR#xr(XU+RMK*V*nva*iO
zn>Bmn_QvU--p8fbA`tiP_PsyaU7zL_vzNaUl#%(<+iQ5gb&*EU8G%PKlTJDxm0Z3`
zYwg;#C8ed6Rw56No(t*j05zNYpGZC0{bFXdhn&)p14_1LM<lP_yLYZ#zRn{uQnI(V
zH>U8Y=$YB(?_0XvLqkR9*L>o<yxc$i&W^%)e9?29{gw+)KkZsuYa6zD>bGxYQBhGJ
zzJEWSVBoPxu|?p~lv}rN|2$v+&p9$ul9!iv`59BYe?OA-_Iz;44dpGYD|#-+%ga0C
zY#I+6^VhFmj~qL;==$s5F+yP+7x$kC)Hx@y`s%6I>-YB^On5M_`rX0v=lekg-=al}
zgtz^@zW?9Rz2EQMer_~BDIt1ik!tz9N_G8xKa>t0JQxxd_UQmK|A%(_KMT(<y$7n!
z&1auI1~O`q#+~Z-dw=}+@!@s+|5;5<O~Tu1-|zjt<NdzhH#Q_TFF!0Mw=Mg+9w^7w
z{r`PG*+AmOyLZnv9+!JO(Opi_-v0jOhn$M%7+!8vJU8RcotRy_cJ286ZuiHJ9}m7P
z2?`B$jf|8$+{Sx(+vW(JoSU0i<KyGq`ea_d+;G%#+N@cp?(8hy`Rmo{k6*tYeOZ#U
zG2+7OuPkhARaQ0+6Vo=&{PwM^sj10N;`5t0&f^&-RaQQVE$unCwsf95=l5>k@4Oy2
z&^XnmO-83qo$~PazrOADyLV}?udM}*wAhP3U;g7qh2G95LeI|4?Vdkhe$}c=cklL|
zemW`j{(0y7Q?h^j{Q2<l<Hs)zj&4_J<t=oJSQ~b2ef)XR@R-Jn8B6x<o0ofgo1mPW
zUrkNT`rOyAURjj95a8tG47y>#-z#Gobg%s4a#`!L5BC2*+rPQHd-}!2?w^kc`-6st
z7_zdnE1ymc-|=?aZ3&Z%3Co>Dohlmc=B5Ar_4UkbbN<B_Jz`^Jt;^r3C@DQ^iCMgB
z*DPiCz6n#N9O)2LwvpZSVZ*^@_R~hInJf&i|F}H=-;o;|lN%rJJa$@t|CzVj@7Eo&
zbgi(L>{2?%G5MrRMTN!8nKK!3?(dtsXOE5Ejt5MaE?uh1t^V;LF)J%e!nVr9(9m!m
zUo6K%Rz6v)BXi5|otz$D*LgNA`SGz{P`Ul)*4FM-tF-3T|Erudd9vz7fk!siZr$<<
z37Hc1;m+1<arZtMMRoP|hlkt0-`cidK|@y;ms^j7qmxt9a%XX;ibm&lzQXIV<sXlV
z$7k$37F&Mz=()MpTVs+xJUDpd=+R26kdLw+{k(;4Ep2T@&*zp4Nl0`Yewc8yOZ3Lu
zvS(*zHt*kGzdrZ-+uQ9|vsA6EXE!u3__ynw6Z-BFtN#1?-ZQgKKfN^X^5^GyR&)Jk
z3!Jmv8GgS0Yt>$}kKyOvrwU#Aclcq!hhx(D2HDqi@^-ycb8>Rh(9=u%{Os(X&-4FZ
z$&1O`@sO=DzSW}N)y=Kw_uK8l5)vJkU#8sLlzJn_?Ah7b?epiyug~3{f4}c;Uizme
zCx86<Rb^FD*tes&XYy0|<+H0bx{936E!61x_IckYzP)k!*ERIhHs7pxy>|PK4~Mub
zU$5QH!OMHKsJHxHW&55zHfsL!&V0Qdum3*TUKNzAzRZzdxNFxe{e3^0mMl?8J2T^A
zw)N(lXZmEVLBn{Dj&#oBi>_e~4c&M%=f>Nz95ZRN*}R)?`h<sz&z(D0{qOZ0v&(ny
zuC0w+doAvNS$TOjXWQY27le3r-@T`OlfgiOC+gCJIMbuYkF)QM>%W+B<o<nmdwcso
zfBsa}zJLDQJt0Bi;K73}EiD2<LW^qO$8ElM{yhKUi#J|-&#5+>-K!bAtl(zqbU`U8
zE{C8XA>;IOPu_07uV!E{p<S-(MT@k!;*p<A)7J$?MxI>eJ6po0!r<~U-`88`9!*L-
zKhIX8*KO10&9<`Je(>#^S6xzGKHup5i#KnMq!`ULdcPrR?Txo(4=Nn*zATydVejm?
z_3x(^YjiDos_eFS<M};@|JFJ<IIORE{QCc|-@oTis6NsA<!1WUsFNp8CVqQ!v-X)3
zBO{~DmkZA7CMUZ7Ide%r>bbo+oqy@lr8*HC8kQ_s64!tA+O<j3rypP7*qm}^b^Fa6
zvo&GbVXH+q-}FgNR_5j9H8D58eCblrrS<2|`MoK#F54~Jet6;E+ncu@zS~r|NsPCA
zb(?i$LH+xAD^C6`-hFqSsQn#Xy?0BNq<5b=xv#3|e_ivzhW>tjx5X0=9B@!lR^GaP
z#flYi|J~f&goK5iU0ht&H+8Bgq=z{;FkFu<k6l0Ca;_h!LO*rtRK<sb?5RcOiZ1%>
z{BocU!OzdnCr_Gm>9yhaKT;=8o=izesjv#U*nIfmg)Sbk?$&3|(xjxMGP1I)Qr}&?
zcdzek+Tn)<UryOpnYGmf-&=V3<rX)ga($lixCiHWMO-h|t-t*8$ispJv)Nm1mao63
z5dZ(xO#Yqq`RD&A8yHOZ@Zm$;PPg;#@9uO@Nl{^BWQ=;J=zXcq{@}rbG1YIk?yY-P
zV)gUK<9<zT?Z*q-<tD`}o<I3eo5f>384FM$_2<V&^(`BAJ-<G~x_sT4^@Y=RhD&dZ
z(AlzOOF(R_Z*H#c*RNl1g~!Iqe*OB@#MCrXS2k>QsJBRo)!c1dt?Sq8A3S(aMNRG7
ztFI5{1@3zOy|J+oRMNhF-MxPO`fs)8>#O<13&qX%{i`pRiI?BCXw|A~lP+&g?>L(D
z@@xI%lP>A$>aw!3>NTZhWtXm9bBm0WWMyTIns_``;N!=S7n68-c~$lF`W&0t1m)%Z
zV`5}Je*Adk_;KTm3kr)CE#lzdP*6~CNV{mqye3Q=G?u(|>sC-Z*TvPf(n>|KW%|v%
z)#iNd&2#3=5w5x|YhBi}YL(WrGc%PxXU|DqwJK?2#FkL?tgNgRD_6cW{+^MOvt;w;
z;M2BuuE)CuZrO7<!$e3##3d$1X5qqx>QAI?iv`NxT?{{W(fIp|NQD>L;)T!U-Z`;d
zSe^dzdU5~y=Za~Yf41Ct{QCd;l`9u+*%ETvR)&wgV2{9~b90@XoH}}YuYThF9v%}T
z!^z2c<j4^L35kyV`}gx~|HTJ#{l4FNSFc{3l+7a$bVDG0%H6!>t5$Kz%g>MV-m~lN
z-QD7|&#HaSo};*GRg%$6gPA@iW@bULvA&_9qF1k8y>jIWD7I2lRZB}tXZWb;h;>i1
z*rETAk&)5G)zvWR2uD(Ka%WeUl8w!r4I2!Ul$1F5`PG$_nogYXXliaYl<JLo-M0Jd
zLi;UBJ7U(wt+jbqe>QFNHKi+8uDApT3-|W+-unLa>(?vSt`)txVfgL+{q?+y14UTt
z>+Apg{R<jmu(X_cu$g`GtXZcX9BlUV^HbB*?7VOxpsA@z<)wvhY;5eFKc7xp%=LS>
z^SRvG-75r~zJ$cZ^)1q<eI{jH_U6FDf)jtF(kI@`IhJB{@zSM5Ph~-#x_UJ*Fwn8G
z(z3L)w4}5&abv_5>GJZ%gZJ;x@95wN3J&h<?Nzn1nzdnr!J$Kkw(L3lS5!`}?_$QA
ztGf@`>KwVfQ#xtiy~|5>@1A|_TG*^vv$o9JWLtf1S8@NPOF^GLeX4rv{QVy{H@C8;
zX6KS6DnY@)o}Qi;i~2h{IGUQ8QX-CemXwu!x|O{?ar4a`-|tncUYAf<vO)2j#`g(K
zbN!b0HkW2+WF#DJ<NfjTr(xnD7XS8J>vzQHt!)U5kN3~aT=^|DD99-@Qxnq0JCkP2
z;I=qW`uWUBlbn*0lt5|V=utsoVdtEjHPd`p*x0g89&?zR?zH^!+!DFoD_5=vgL3ZH
zhgM?Ut=F!FWo2itT)q18zqKn@E?l*$>(nW)Z}0AU=jG{@?T-EZhn<~$@`MQoE-ZAG
zG|Q22Zs$vVabcl~s;Z!nkW)ZFz<v#`x!Sq8xu6bQOG`_^=d<SCPHHU{n&sdBt)H(h
zB`pnViSOIDuSeSa+~ve?)$i^sUb(V!)22;vmF}LNp6egAo_=~L!9YMjz#$+2lr>dU
zRVPlEu;8i8yY(|>NHjG!Z@tI4Z{I%Vq8ZC~fA@^v=^lUj{Hj%}zCL>K?%lGzd-sOl
z3yhBT&dpsrty;#eW`?YFS;E#RMh+gHD^)vcY`=SWdR~-@=4t!<U2MbFty8DR*Ug+T
zK_GAc-?GdMS%-7?{kK|Z^RO{bR`-84|NkHL<9)Kp-`?Cj@KJi&{(oQB=iJ`btLWTz
z;*ZqwgzdMtsw`TuqNAyaiHnPCi_4;o8z-(?r?)0dyK9kvhzO_wB`GNha{i1NH(qP&
z>G`d`b^4FMa{u+$vu%wI9Xiy}-=F^E#KgVZ3dL=A?b@|s?b@Y#_QYhbEUFI;2`PAT
zLhwwQvDMtZ2M-dIl$AZby_0WjNaT^Xn<J>~W{`6OoVWP+?DV^3dwYBLd^p4n8UvF5
z|Kqs2N^JJ^byw{kJ8>B1-ZHsY`COKZn|o`_;=Oz4rq8dPwl;eEq-oRCK4;f(>rL-o
zw@xoADoR6F_i9o9qeqW~xg-kyuvwXyguGt(<LjN|3kw`?xy=0c@89#MrEhl!h`7EE
zl$Mh6%E@`d=`DFX$1L}RcWv$7Y2{ze*sof>T2oK&*<^n^#=iaWf`WoPl142Ho!hf^
zx>r?M1qKGTw6x3-Kib#U#uiue(Y1|N`q<X%an*-DJpB6lx^c;i3wGUphko<^@!w$a
zTudk8z&zXPA5SLxZ|RPztFv3Wbm@*5J-1#d)z8^AN7FW6ym-;Ew$@fvRrSg9=b&Mz
zuC6W(P0fW%m$G&rZHim3uA$MfVS@pvMd{_mwQ}W3kYf~`+YBl`Bse)cb8>J@$lLyW
z!tSY>IyyZ^j=1D5oj)(R=dNc`VBo~C6<T_FY1h}q=G@r8xcsuGg98J|H_~Q3XU_Pz
z^++6C5xCgH+gsVjrslwQwJlq=eAvGKZ?B-T+lR~Z|9xpW-Y;i+N;-ef!C-&er!NCq
z1>z3P&HnS;{{O{ik}qavr=+Bu_#>tMu)yNQn>TN+HUvdPc+}O|wYIiy*|O!r)vHTQ
z=drM}XFKa&zI18J9c5M3){YL2wH1ozc+2@GT(}VM=<(x|r%qjxD?Y#W+P!;zm6bcc
z{o7SM;cz?u=F-<;Z_2Fq?c3MV-adKKB&W1AwZ-oJYRbyZ4-dBs%gXu&1WZ^S|4Q=d
zIa4EJ<DVz}>xvFNuB@!w^X*o)PSlnYmlt-u_Xym-uVAx4x<h%n`R=l}i?(c;a^Qf2
zk+E^*->=tyzK;KYYX1K}>2-f!$5&e&DfSBu)t#uJq4D6tLT4GPk`86}zJSO`Pj`3r
zu+^gS^76TxPCY!_Zd~-l<I?5Jp5ETdhK3U#JV;<-Vq$wUVPfOD)vLSv`uJ9@TBV_*
zvt+>n2knfV_Uw@P;I-2|!otLokN2fsSrK^T*fAj)nKv(|7ap5&HchVnPhr`+J16H@
z7E2hVa9CPey12VPF0s0~zuq1+dNR{6nT=aq?@P%JCl38f#@9JGI1;|RxVY!jDeXV+
z|Nqnf|JnZkVP}5ZCocu|I)#UeuU)%VL{zl!$q7L|Ihzv?54UUT>Mq^8H#XaWlaKFO
zQUAlk?UN@?Ja}QDGpNQ<QE{0)C-{qf+UA+-*6C$sWoc+>UE+#t=aXHuY15=_+stJ6
z*g^H7ySs7H5sqU$l80|>OqR4R)8XXgY-wxzb~|qWyO`wf@9xG_y<8f#PEc65`SQyr
z2O63G{5)Tuc56$fPRx!C_xGLqJXgf*h$P5cd#lY&O-*BJJ|1mpY02ondi{Fw&D7}^
zuUt9u>FH@n<FuaThizZq5q1_87Y9xL^vT(J#l^|F_scEaxl^+HXw$`vE4$d1Enl8}
zm-+JL%UcyynD=gtThO~$S6~16i;Igv<>cXZ{^B<`3}3x|Z8-a^M6cVT#fv2^i&Spj
zya}4Ps``>4BqUTNoBg-*^wUR6r^h8-Ul)6)<g)LL9J7C)rtc332mn<H8zXd{Jb!MS
zeN88>>ZR(U#fxoaHwhd%9HS?`yX>u1<~qalb23s=QV|=Ij#f_0u9<r`4>X_u=~I#J
zbBmfE1|SD7T-dm7ogNPxb7ErRt)d-=+xf3QOMDS|M1Xnr*)&iIcI#GDpPcQfh0g6;
z&U@wN>du`z_r=$$MT-_m*wyTqRt=g1Te3vu(BZ?sT^SENE&BNBv_5D8AJm6?Q)XTN
z^K`sL*_#<pq?mhnTm{q5yt}&_ln<POgN6V9y1pOOHvM*ElB)NK^XH#m-~Z2av0Lw_
zk`?K#)wbXM{Hgi&{{H!Sw$&B|4;Zdqy;@RI!XO|e<>lnWWNB#`#a-j(#<p?eMiy4q
zlR*ogYkse|b>l{an(r(YnfV)cZ`~Ri-TU;x!R9yj_s^HLF56J{Hj0OhIWRD=N5*oJ
z=VUcd&3>#`+C3&FX1`{etYuNlqD4w#`f)xrH8u=|g@vHzCaC_IFhOA5{(n_+wO;}~
zO<DvP-rU^WE}gfdv8|2G?#~D3XJ=+Ew*B^U`TU|MCj{jxpG;(&on15cY}(?bOIsH$
zQsR@b02Qn^w&%+~efo6E)~yRyX&pRx@W_!Ppq?%$v91VQEMZx+#Eid<C(+h^r?d|!
zDHx~mT#qf6P1`(k+cvYV?ru;{Yv+?qdVg=PjAc>F+1cicHM-17$}TPO^qFPS`Q}ZI
zkdV-xZRRf@9&T5?Zs8B=sUO?(_uK6|g~w$<ab$kKCU~|&$^U<U|2$E*SG2XA8y;7g
zdSH&p9qlO~6G8Ks4-PQ$$=P`L`tqtx=8TVzPfAV(rOCx^y-7zp1bZY5n-rbf1f-<2
z9tR%X{>U%R+so_5{(Ae}<?qw}|NA>-%9IQD?)CNe_nTcSyR{|LXP!;uY>_k3(~o3l
zWE@D_JP}kaKQ}csm9edwGGm6srOTI7Z%h?%`h3p%eZlSA?S^G<BJNeaUK_Xb7_a#q
z2RAo1{r!JFHOxJ|diU<x$Bwyu`uy3l-~j_WpG?C4e}6+lLM~jq*x29C9~c<8Wcl)J
z)}Fw{ZlJX%hYlZJs^0b^Ooop=H#c|6^y#3r9%b+Eo!wXa8&vA;+$p&?&Oawd2js6)
zQ#5^M8np&4b`zA9eQSFC-Q=fI@8)S;ym%4TUO#hfZ8T`^l;8f3fp|;-quK0UP-@D!
zsPyRZ<H}Db)qj8OVl$iF3v%J7Pd7Fuvs;(FdGO$1^Oft@leb2F{Qey@(FJl_-Jgn0
zn>U|4b4JC=>Q?sZ8;kyLy8U*`)~$gN5hu>gwZ6HtSiSn&n}wS;33VTJDkv~mxpF1Q
zZ7YM9Pnta0IVfmSPrsPcm+afy^PhLB&wDV@UGAmv^@>NG>K=Z6-%4hr_gsE?r7Gpk
zjg8H@x3_I9e;=2Xm9-_Y%h1p;B_(CT+_`6ee0(fvoW}F<<HwekmM`54nHK#o*ck(I
zL0H(ab+Nla>yK`42d^|*w@&ZR-@l%Iercc-Hs5ZpX7I8JlO`EGP*W1U=Lzb?7h1^Z
zL~d%4wJsA76m(2aSJ&0m1r4{ea*KW0J^S~(lSe=%Zp{|oUH*RAqD4%bZ~8bmFq}Mj
z^45{Q<YPUG#>SIZtkB356nsACYSz+?8z+J))ZE)<+j4IoTj<=rV*PseKoKEf;h83x
z;PH$mZaoEE-L>~+Cp&RGJZD<=?v7_f#Efk&ne}H)_xXi}zCBj>{oP&A2;SY@<-rjV
z9@W*>`}XbQkuvEpOg=VY>eQn%43j~_Xd5?f{9Cq9^<urH4BxC-vn;B<XjqrMN%;Nk
z?VH=%`)AFPlHp@7EG+DiHt(BhoNiS6tK`z<%bgt^A4+Z{HB16^ut8n?yu4%Q&-brb
zv7&BjN`#J>mbNx1{-U?%r9MA5S4314)cZe}kZ@svV@hhOVdbY3HNQD0PE1tp?CF^j
zR`9UY%G!G6iWLdBx8;HcLf_ur9vm3hcr^>u>shl#2Q-qLc5aSmTAEs7V&Xi$NDf86
z==yV}`_83p22Fv@v#q|dDV5v0?2UrG{rqLi)Jm*m4Gj%J(~Bo3s~cxtQaRQm>Fnd<
zvwx<)=N$VpX~w3erl0{r-`QpxQ%{R|d3hPk^l52roj7ym$sS4L8J5LrkB{|A8yvpe
zT0Y@Wo5lK-tGu$awOd<Tb8c>O)lR!|<;sJiom&da-=!qo*-^+NW#Tc3^Wyp&IcBe3
zzrMM<Tz}`zogj}acJBu*x5~)S0IdUg)UE#vwCL~4i;FF7ZB<q&iY*cstgNgww6&9e
ze|!7n*|SZ>&;20F@mkv3jca}ssQJ!1a->sO(!S27v$OM(vhx>hzvaQNJ$GeZRx2tl
z29*G7*REw@V>3!R!lC>9#JO{7T3V+rD|XlUaY;Yglf3=*%C&1#|Nr|7GQ9G0+NaN-
zGqbY~pFiLK<Vi|VQPB*;WVXp_zDk;!o>7~RHY{AF<?HJUs*vy8i2)58@2ma&;>{Zs
z9i5(!kB@(DmjBZbxj7BAw65+hmsX3wy+conE?&5B;Nju+n|msackbK?(tGTf8xI>Z
zCnu-R9E*uBFE5`wd9rg>me#|E4_}m6`M2vGk-T{A+Odtv$4{I+3tB!0%A?Por7<xx
zOWIbMh{u))ZcaO^WNjVYwz}iJ3&<Y{n{TdIwJPcNx3_DexA*BrZwrWv>${qzYGX5J
zqO!YD?k$tFGcy*Jew=c1;?bWAwr-uu%+9wV@h}_63k#jwL0(W&YVw?{R(LaYdf`dc
z=>{b)0xZ>91Rg~fSjd1@<W+yq11X*!U*}m^Xs9;1^TC4zP#1w!Jm$ccmzO~i(9Fg=
zY2n&OdoEnPdi3IA_nR9MnO|R9oBaOXUeGj}h=@yAnAr5#GRe*9=hL2?n0U!MYL1y^
zP6y-Zq>TYlQKzQqM*sM9TL0#*Qthczr&`SQn>1<CiIXQUPFp5rS7Y(;;X_cm?$651
ze0X7@^P0%bZCkUi7ybB<s3XSR+1Yt!mTC9T&(DoZUxhq+{5W-4tzydy=ksk-Km)LM
z?!<U`dvA<dd*s+Lqr^ij%Y0`ao1z)KrE=Gj@HUJ2r6na3=FdO>>+9>t&1t;V-`|0j
zsl0fR0UA_)c7Fc(Gc%1n{rtY&dioli*d+qaq#3uiw$}W7I{j8lr>Uvwi?3BdK|x#M
zBtZrK$&)8987Up{G%+&+&9hC@jXrj3YqqAYuIu{iljqGlH^;JghIzhRWMrgKh$~0o
zz0KgIp_?i{r-2sDfTp)AD=qb=cek{#fR<c>a+_VPm2*4a)Tx(SEIPMsGXph(pU<y9
z_v-5EljqMLe^>yTzEhnZb4V021(>>`>&0XdGnf78Tcb2}b)TNr-w#?DnR9p7)L*}<
zYHDjGjZ!!+FZX{A%4?sVoK#U$djy&hnb7*eT!xQ*>eQ(qujxc@>p45y{PKkh4jCC5
z!OQ(p4>qx$nP)ru$&-|qM?vfNEM)jrtzHdE*V)(Cfoxf_XOGNWKlh>{BarfIYa)H-
zT1{1SZu4;N61d;AYSoo%*EW^D4x6SQf3A&Jdc}$r3JMAhZ{Fm9dXu2Of?bUTTl2xo
z54rReTX`?)-+Wtk>h$T8XV0eI-Bk)IEmp14>Ty$+l#~QTHYlIf{i%5L=+ToU>PI9K
z%x0fFe?I-{s?eHmH`CwT-!DJ=?6D3(<r((%cHwcAs>#QCET2}~`1GmB%iDYBheO;;
z1(aG|gvaQKo0^(}+HIw;uYu+=0%Br%R;>apyexj^lXiC2Qqv{iseu&5U$(pN`V|%$
zf;_wVyd9`S0xe>hGv^F+I%}py;UmrPlI+~v)Z=}!XJ(mt_nl^Z6D?|XCe8Tm+qW+6
z?#TucD^{;gzPqb5BrMD*^^{23xj8RiURP!_2n}7iYE{zbXJ@0F0;8h3{FZ}86F{qk
zz4dms%$XxIli8tT^O}ttC!U>c{`sQ2{KmS!Rj*#Z?(FGF`Ss-`XnZ%O<f7}5W5?!w
z*uyJrR&d_-`-Y5*O3%*EfB$m2;+_ddlNPRB>wDT1)V$xCCAxL%R!}=Ia&uaxl}q8g
z%#4hL<9)JgVs}sDl{O0q2xz#Qr*3IEQ_?sMw073G_E!lTznl)QrqdkPw{PEqYKDIM
ze=|Z?hXsa(xfK)`Ojh%KG%I^u;<q<9dE{(<v{W}tnj{3uJD?RFpwXL|tCJgkg{9vQ
zkE?7ozgN)=qPg{UFzk)%zx?va)9LZYQj9zko#%+==H`Ox)u*SYXFq;B$4^~TQ}fUM
z|KI=bcrwX*hFz@{CnsmoBB4hzoqc`JR;^x_bZ(C2lc!HN=G-&_<up*X`1JJj$y2Am
z&N<k`x@76n%*l^mmROxSeR}8rf4@0-c%D4!*8ld!TQKg~)bO~6SHt6<o;AO(qOJ~_
zN?ElE)C(;sDe*{jo+GR_xl`G_Z$s8qt*|u_2OF8$U%Y##rl;5U^YioKld97T9=3{4
znl(#H+l{lZ542(dRQ}I2P6sXLI5k!K=a<X=pwdj*EJs0Exq0=vU0vDhcD9{4<CFVi
z=OT?Q+qQiIt?qd6AffKt=J}q?FBrb8<&t)EbaZib&3w$Vc=6($-)?39e9+AQ<gnto
z74P2V^~qWv1Fg;5S)>YT`fc7kdB+Zmb^Cs0f#y5Y&dhN1^6EM>Q?Z2|v`BF7T;H-X
zv;BXb>VryR`I--m@pV5{LG9A@d%sDA$Cip-kE_;we5`lz%9WhmN1Z%9Iltel)?dHx
zmsap{zpr0T3&b6no4sQ<x4WBL(c@n8Pw(sh-@d%Clkwcc0#JDkDlc~ysYY+hS-5lO
z%nu(5^me^aN;^OA?3&2U5>_P||Ni}(#~0r5dD_7QkoS9fctA_KLG3km`I-YDZ*0jB
z%-{dl?DMm;kAJ;hudc4%K5d$qju`jawQFsDy;#h`##Z$8YIyap)DGh}(Y&r3Z@-=4
zqvqu7yw$1gWXhvmuh%7mR_=T}B0R6oc9DGX&X|zU(228WpWc*u8nj+|>(;F-tgI8~
z&OQ5ddi=Si)8o9{+}eB&skVq4&-8h7XXoVl|G)3o{QLR*%9SgiRUWC+W8Jc|wY{h7
zUEMa<Adv|aOp%e1^Z24GILp@w3JERx`lWDZ%$eEd{e_Q@eY_IvUuorHc)-NOWJB(4
zGf)cIRr*>(Q}f{U>(kGi@p*P;=HWX#i$P6jM@Pqbe4!kLLSd_?Hna18`gmOa^GWsj
z0TB@^zJB1~;(GM=`~Bl-n;9oensmrpfA5jh>9NmVZa6Br<i^{ws}BnnXmIV@w=ZIC
z*qShH(E9#sSHnU@+YdKhet9IpAS0Q>KlH|i+i$mQ+qUTX>&}jj330NE{M9CRGPCo2
zc)5H&Xw_<PKmfx5(1MsRm%L}%*V{cl)~jq|bLa9xF2#MUyYHTRc)0!Ni^csBn^HJg
zSy?USo)g|S+pg9Mloli<CFk))&QaxSZ_b~c{o}`vjKkdip*JSPIM;}Wt)BYlPYo#J
zU0UjGS@J?4Z1vPBQ$#=s;o155{(gRb^NU$I757YEwMs-x474@m-{<-N3qCw>Tod-1
z^LA=V%7;_h>p=@C{o8fU2|Vqu|FbwMD#|M=N-B7n&%$NP*f!tv$<EdWwHWT~C}aR_
zuK0exe*UakQgvTf#~Y@e5_#~XwHMTwsry^CXz^mh*=H?e_&}?wge4_kzPzrpr(xBq
zkg%{#b$_d->BV~G<>~3_>K-|I6torL*}1u=TgBr%oSdB2FA3+kXfJD3(jlF{XJYN|
zZ(o1@cyn`e<<F<nJv}`?maKThlbxOY_-^_A)a&bFL1UGXo6`a#BRfx~EZVwts<-~$
zDR187F!0ISow0tu$GNi7lHcx!g0Q+Di(lLgi;52l+1J;pnwg1BKB=;^?S~sLFE6M*
zTk1U><gl#lY))?O<Xc-Z&&;)+F8}8NyV04@4o1+PoZI>P=RQ3>{rk^~urM)DdK6ak
z`2cdwg})!#?U!ucJlXty&E&Q=Hoe_%jMnXbXSHbY;+?<W?f&`cv_7MUudk}QdON5@
z4-PIq6~C+gf1Q|Kj7L<Il=+<k=IinGw#WNqAM4lu<mPKXe0hCj#e|b7Nw2T1)rr|L
zVQ2C4qSLzDHzXb9YU7bSB>(@1JE-1{&fj~~zy4S7q)C&OtWZ3{aN*XiQ~Uq_&0lLC
z79X}g?rbx^okwo&+U18u(<2fR6gH=yU$%O6_xAgBvw!`n0u>IW*JIs%e0V@ho8xOf
zvKH*A{;<Sz@{dQ|`uhy8gF>p`?w5vhJKxje_Wuk)&SYg}1r5ASi*f#P>F(XLjm+#3
zTQUU0V+vXAf1dRJaee<k*NhAeP;h%s*Lw<D;}*XEm+0X(-pPyF1ehC+COrgI*3Zw)
zRlf@wcDPe~-d4u4=*Z=VUB(9tvaV=cx_o)%>eb2T=2*70wlac-h^LrlU;FT6vcFN;
zn}|b)4xKo8^5?OK3}&-?pU<o2tFNyItzL**udbrfQu+DWN6`A2+4=isCLV69{8h@$
zzhd3GXA|A!5|4I?ZrQd?NLu=IfBm22b$dQ}fePrDm^sUxMV#g&s;a7j)*RM+I;mcB
zd5WL+G#y0^jgIvBwP8_r*ahU}<=c3rmpzp#etz!iGp!#l{p(My3SABId1Pc{OKU4=
zG-}bJMSef6W%<}a<(Q#VZ%p0KrxHADP0h`qEdKp|y}kYapXXCECNnHpytvu^-^czx
zujBtOTDPum!v+Jry<dVr?XIKZ@pqnIn&8y&Z|%;VGeIlZ_k27i4Vu(1x}AG_TjBe?
z-#?wwUO!>lv}Z3b9Q~fq@c1y(pTB>rb*H|3{rdEmmzRHDp8wCKuFlTV(sD=4y8J(_
zy}i9PACHQI+J4UMd=J5Eol8ne7HDvlmX-$H_#t=e_H9E69`J&nDfws5pYK0*%#Dp-
z?o93XyT|ubem-&L%$2l#;!blSV`F1?#OOIWIoXIcA53^~h+AJpS-E-HGBqhFDbRGx
zzJ2q~o%72vlfHZR?u{I?kkF@~IiY|5{^`W+iFkHZG9e`N==t;O!?Sl>%y_b>Tkp}w
z<MP*wdN0qsyl2_6wzs#pPo6q;DR2IzmnA0V=8G@C%*e@^a_HFi3)il-_4oVlKV!P@
z-1+nU-@cVOIXV3}>0bxh<aF}fxoMpatrpIE6tDlVat%Cj>eQo&?sA~jvdfmKfhOlx
zu3WfzbMWlvCu6^Ww)}j*Q_Qcw=R*@u=iB3cJMUyyR9NUu?>=_y*yVq%X`5%BI|o{6
zbm3*mju^cdJ#kM@Pn+*|ihJa2Z(Ux$GyeCd)B2r#eb=5@ygUi+%DWd8ZCZZ#O|Xj#
zi~hbJN{oz*M~)w_wvtg~+f)1d+r^6)4?dk9Uw0_^U1$dzuhbG>wpue4b@k%!cgvX{
zlvurd_iowl-O`Yy5}<k9t5*ZV!<W~_hlL&6SNnU%i$&cwd%2HFUJJjdq@~rhZk^t(
zTetjve=jL5y?FI%>&1*Kb<c`+g4Tol|6c!Jedn?7TM8e$vGGbBd2({He}zwI=&94E
zLEFc~54-ldDewP%_kBQUXxk31LNU<t<ah7hO<rdZ6c-2b^7_wTZ;A;D9@O1_he>9?
z*^X|Bw9PZ8O%v07USPgu$N%}WXKT0i*1ef>GbcD$xN7ge=({a#EiD3~qOJh}6U;uY
zn7#XiVpVYH)N9wmL|h%0UtW0q_10-DlTWr>%{mHM4FejjEhsQZ+YB0GU%y`8Z~5d0
z4-!D5qdN+fL8V_}V&aXrWmeYKpoM7HuTS5$&CJQkX~WGN3mHBpX6BbKUL3f7J$&_+
zd1v3v=vw3<uCI8m;oG+|89sJ9JG&LDyfQL08p<x3N%gX@vKr>xFetH-4O>0++&RBL
zfBqC$&1GR@yL92gfk~>~JD$zT?&$75{Iuxe#fuB))<;E0b8>Jn^z{exa&j(QyqH;D
zUVe_Bx}u`u-m0H-`S!;7CnP8|Ha5DrxlNifrR0#=yF=|?o=DC3wd>fGt5*eugg&ip
zlW%Qr7nYOrb8u)dJGf%@>8G!Xzs~&}dp^cFP=tr=uxD{Er?A?WQ>GxdSja@J+n9D%
z3RFXYR<y(%&M<lO{=I*8_UdWbH{O;tH8*GG=O527c~rEMgO}I#xwHMAtq0vX@~_>y
z*LV5lm33d$Pn%x4eA!TfCu-fp_wU!s{_gGV)rs9Tg_T=u!i*Uer(zE0m<fxCE&J*h
z4&DclKR3H(uHW**_wUQs*Vi99eAv^&!(!o&w|X^m&bG-Fe#?A6ulnhvdH>7#H4Dq1
zmxS-E4%>bA{%-xCix)4(R6d=Wb8}PcvSrKS9;bw_k2|{|@vwwd$%^Ii+rtAxr<!J8
z15Ie`sr(G8FD@_hRaQ`FkhLzGFl&~VrzhuRb^o-ludW_BdUWEvdFNKI-*;+ic${Zx
zsi~%>CaA4e|G#dT-`uXa_32+<T~$$23knN!3kwtTp01br>&wd@zkY2hdg@j8^K|^D
zU$55-i;A}H-)|otTROGmtjHqy8+)tGSBI^A^y~F{(A3P5<;#srUIdus+yJfJ78Ml*
z4XH7+^If=i?_BEi*kkwqeKSuxH>dOP!vh&6LSkaa-rd~|8Y)p#R0NfgQ9?!~F9NpZ
z-}lSO(Mdkm^YE<s{U?3a?;d<UZ+|?;Oju6t+?}1pot>SQkJq0)f1cmo-roOxQsJ}+
z9kCp<*<m|2Md*OWdonLC`+CasPHUa{_w#ply2ZrE6hAwoXl_3J*|TSHt`kdNUo))u
zkZ|epW!t|+d%ISx0xj-VcJC`VDjE)Ii!Jk?-?x9iy><D!D@DDYlhrn6UDaaam2#=7
zveMu4feAFR@bu}^B}<lExN+me!DjZEMyXxX{8iM|gQKFnKp{6x=i#DmJ*PksPzwOG
z5-@xHUbmDKm3{m6fi}3@>g^FYRQ>ku?&(vt!;8+EUJnQe0FBpYW@hHx*)dVkxh)_t
z&@nAdt({+f+0LCaPwVfWv;W`M^?x3)+aJi=o@^k&!OaaCMoLLd6%-Uac&t~Nlb3ht
z!i9|so!dbJ3PQrdl7>kvpcT)c-N~S}xp(j0ZE0%*ZJq>e(fO5KYR=UC&zJppw-Bhi
ze`m+UZQIPEqN72}_%=l7{Q0(hzp92t$Fyl;pvZ7`W@hJ;S+H-P+~ku-_SODgv1W~m
zz5V>;<9&<;*JH~k&Y5%OwElh{Utiwb++0vf-L=a~vgrc*Tt9a&FD^wz#gz1PVM)o8
z>GNxktqNUz;blpWthLzev&WvDo$cx6wP^S5*)1(BJ#NY?SFUVnZx4=%IrHJ+VbFq&
z$jC?;>oU-|i?Enj+tn=4NYsrR5jtYrD_5?xkl}N3cJA!$1+9cyy?$Sm5U=8|&M8ww
zn3$PQo;wHHjSb3@ywYYDZrlJ(&MGP@u8G+>X~`0mHDTHpFJ1%{QyCW&CQX`TQT9f{
zxs69rSGTuQSRJ%>ze`km%d{)EZbeO+G|6D5kBYkb<HwJiFJ`D{YJ!IP*6sZkrKF@}
zvsc>1e(~j(E7q<}J>14y`%LQK!GoY}(%IMb)&|7K$M@gNNqc^7E~q0mf4+ZRot@wE
z$-Ce0n>}TU2xw7(?)4kHO0`2nLsit&s(wAKlAY^!e1f7g2PbFZpC6zFUEr~eoSQ~9
zH8m2}WjbZM=jujp`(pL4*G*YdQ`5!GEhr%10H`>ytFgFw^QMTXC}_||KuW3$Ji^iY
z<447=-Mc+KJsm?so0^(By1JAM4JT%=-y6m?-RX-k$j=%Y9c$L;fF{^~JnoO&nkBk+
z?OIUEl9OBaR4Q%r%o{f%nwpzCdwWw)Oi%>Pbv=2K(#9`;?ntL_W_I@D&*$y0O9if8
zwaUZK?^x2t2{UGNT+BFf{CK-#Gn=58*fCIRZ)Uc4jrOf43!B;b)ig9ZN?%_~G@5zg
zWeI2*$gK;Fn>HDBb$9Rld=9i10TkZ{o7q9z0zi9r7G8f1+B4MI*{PzU^5M<q^P6gZ
z7TNuLBJAYk#KFr88iZp`Qd+h7=v}L&*I#eE{kEjMJp1v)xqj+?%QuH>PusuW-fgj<
zYv2||JH6@MyLN$gJaF>xq+D3w2wj657bj;mmv8sob)}a}!-JQuP;~kK$c|rvhfRi$
zJ#6*X>y-<3@7^8Gy?y<9{eS=dMd*m-T8D;aW@Ic_x|DVCMUR*mnPzr=x6sgSxwqTm
z)*pXalC=Hy*5dv-`bWy2&db*}F$p<sD&qR^sCfLFso7JePtV@zR##`2nVAV1#?D^1
zlg%~o#@1}{j~_qsNSVB7iBVQjX<5B)mse45a6$QNGjJ92tY~L}g^c<f>py?~TzFYx
zG1o67^lIBy6B85A(w&+bo6pbA9=?8k`ky~FBA~r^8T(IXm<S08HSOQOe|h{qfk!4Q
zS9Qg$zuva)=G$*^mMzuqxPIiHua%dVXJTS1u$p^Ighg+9_qlVRjpH9be^%Dh^V6=$
zySq!&HL$>H?u{HX5!Z`hSEhV!{jqJ!LJd1RJD<5$qRj^v^d5YtX>C3G&6_vEbq8h3
z?_7MY-`Cms@VWheOR;X&&`?!DJJ9CEC(oY;hld}3Iz4_}DZg#a4+FjF-Jm_BpoFkB
zN>f{V@xFcYHf=J}($dPv%6fE&TmQ)Y`}3QcnB4kgJacn(D=RC1{QL<jXC^2*XJlqB
z+^}K7v}s~}ves_7xw?MKC(oHPr`T#`zrds2!6Kklq<u1$PIYy5#m~>B{`l|^G>+%o
z&Uf*~jT3KfZr0S%S+Z^0v`?Rkva+)^wY3i?Z43wxZ@-(TuBO(u*uCGV>Ptr2nHdKs
zD!X@pnwtATleD071-5RT+SJ6PrLCQroxOPVYVWqSo$o;-LeCHWs9I+T+6esYInx%-
zjQxH^z4_~xEo<Ae$3{y_Ysafqt3hj=L1#VK)kw4-J~%})_{NSxWwGwoM~{*~tC_U4
z7A;!Tv}>2u+S6rqb#}^bJqtE&ocQNYO-*gBr<a$Ksp-^d(?GLM8F_ij7A$CZ^(srm
zHSy7r&P#WrJL;SQML-jAMNc>?D=R^p_8%T@-<)^X3N#rV8!J0Krie2&HPyt-EGQ@l
zv~WOGRn=mypOmz8p@oc#i%Y?m7lA=RL7-LKC(oZ(*V5_&E#R5BXTydK;p-ANMt~+m
zEG%wZ-tG8Bxog#`SBv}YPMw=;9l0%M=9Z$06W7*8pFDf^>9g7S#}W)OV%J+)S-p7m
zO3A`v#)1V3vu4k3eEj%=wY4=T7uThzEM;Zo%<OFEKoKP+r43PQw`|$+;Qf35j0_FF
z_U32LK>I!B&YgRUWwF)VzK#x#nVK;jb&ED^m;mZ8?|#2ey7}OOv#BXY;N4LQ3Jn`J
z7(_)!Z@igv>q+gufB#mj>bjbxYGfp|`DV}AG-V?rq3NexgM)?b?Ce_F+ZV4|wXG!W
zyi?odmnud^L25UI?%z7hZ+`~lmCb3rBA0Aao}ZhWb7Mo}?7Ur^@$vWVihB<naEOYE
zYWV+5s<E*#D*t>(2gj}3x2vB@ojrT@R^{=$?U(P|>4{r^JjF;*Oswr}n)C9@f^u^I
z_Np_9IL(n(RaFHqAt*Yn%fiAUASv0oNMmmiXv^`fTem<Pg4o!ygr}}v)pa&aSxJd$
z^UXE9-KAD@_ZIOs96RP#Vg*{huwa2gNa)e0MS^m2_p&Ps6!&#Le7pVrvj+#8P0Y+b
z-K&0IcvLj}gpI`W8K<8v+PYQL-rl~ZwzhgL^V@e(udfvwg?;aJJD-(yp7RPwc<*#O
zJ3H{U=IR!Kzuw8o%8rhX8eNxON0hC%cyz5eCo5j}<~zxA4}V+``~LIbSzF5$bM%jV
zzj*WJ$y-~qEh|1K=<4c%4w2A_*zlm`{A`QeF?!;<y1KVEY?*ib|H~&*wzam`B}_6V
zeEUCd=dqnLzW8$#mYJBDJ$nEC{%S^6zq#38t~%WN9FuGy;b-yv__1SEzm|3}I^Eom
z*!)V)p4Fh}$%*`}PiFo27ZQ3j#pq$t&JW+ePk*&U;L(&jt0R8?{ONgm`-dvA?p9`Y
zzKqAqWA(%ryZ2Ay%s6j&(zHe3e%lkNMf(FozQ36Q+GHgFCjRyuXY+i2dwajKdtb$`
zuk(%HN!CY4M{m6Swj$g1q^<C->TAXMPx>y}YHv2b^s<D7l{GV&we^QyNa)hFYk5~+
zeYJJIGV6txUw6dlz3<&9KgU?aRnfp;!h{I|>+km84~>YBFit=B<wVQo>hJHKzPPxU
zIdA^F9_#BF+4;wx6+BqGKI-SI)7AYa{s}JT<KW_$@blx5@@M<Zwr$`3J*xNOZH=xb
zzrcc%e@}kzGc+(LIN*Eg)xGa>+Bu-JIzW2?Ra8|g-?D%42@+xLKI-J?$hbM}?5A6z
ztZTxwmo8npWa-k%T=T1KZES18v^_mN=kYD|?^*=P&R$+#;59L4ygTxp14Z7HSyxt8
z`s{tcv}n=dy`N%U7FgWaozAapY`pi=o@E+brdO|Cxpr-mZQY*bhb=REo<4p0=H}LJ
z!{lQR9zT9O_5IiK%Gh`7&PYm1^2l0!nR6VpgL8AzQ7$%KDHDZnFU<o*TJ<J(e){`+
z=Y=Fij`w^1-Dpq>X?uLo<%@{O0y$A*1D2!O+%8-b+Pxe@L>3?Gaa7;g_JdEvb>Z&a
zvkx6|S{75lC^&KAgVyI>v(FxD{QFzdv}#MZ9`kAquC;5|nwXgw*x26HUT@yDC?G8A
z)V#a9C5_W~+!kNde*8yo{pqZ&poK%{WBfxxk3K9gNIN5;x9>;N`gJ*THQ%XD))C{b
z|MOTLG-i3~`rT{Sjvbe;KLcu!tj}S*@UjFn&oynD*t2tUUr%LUaxmcmXaYq3{||Oh
z|K<#X{yyXHXCC+4e3N*r?sMQ}L50<ld;7F*{QLNQ|MNcU_bCNlT&t$fz5a!bS^C=A
z$EWr8J=k9VqdENEGs&8oA8#)ES1#Ex<Fx+%JKEeXpdELh8PL4DR{gQ>W%$^WkN2e>
z>yeDB+-q@J#C74Wb$$9=Tosp+6j_hHu9DGku>N3Ipv?8}L1`;9^9I%x?CabPK5R97
z)i^z{($Z=cYk1ttt-XPVc58Myd3$r4&F*dOw?B7djZTc;^5utL$u9PDkB*kEkJ~e&
zTE3#;#*K*er%g+$Y%AUSHe^5d%iHxc?fvQN7W4RZe?AfJ0v!NzZmxGm#*2m>db_&4
zTwPt~X;0DaYVuotIKkk-mrcwsa`wjUja$DrO<rDpy-tn<58Ib2TRS_uxXOto@9n?a
zeL2Q_X)piX_d5?Jd^ly%S{^LI+I+C#kzKk5mzBPanyj7O@qTZ4`I;|PA^O@+URu@}
zme0SwXVZp{p*_rR=RB;lo%e3*vwO?$Rh+fGTw-<iV~lg4!2+58f2yrk*!`#xoz5>O
zBm9@Q@4fxk)$jLCp0~bl^ZHMV8Vl|TJfBuJuk5*$m8{;}bC(mp_Dy`eS~v5%dfbfc
z7eBQAe}7ct%P&!NXa0+?zZeV8UHFvh&*xew&0+mz_nx@?Ifoame{%VDQpxcv#r9RZ
z{|PMqV0Y`eTWFx;?@wm7kB@jKzmc47e(ZU#A+O5wyOulT_r&Gf&i@)6HzT;~-^u9y
zvvJ@3<0KY~^@~4uy0_#0xf|KPv-Veqd-{RSEdUojkD@_mI)Rx^9E!hmHBpXVI@AU!
zq6R>!qu6cv<%Jqu%MV*<x&~f&`DB8?q39P3?`@O+n7e^CLVxj}l+7cvY5oz*g{!nG
zD=SM%N-9zdodZR7?b>zX^y$M-iz=;T6wg(21q4KR6c=y4t|k+<dg@{Kz6S*sHnLp;
zOaYC_4(-dCEm?&NL?-w+bDR%uSoA1q)~s23jIIY*%*&QJdHQhP_G&Ac_3Ev?bzb1%
zs*A6`#@#>du>5l2n;V95H6I+ava|P^-2+W<fJU0z4?moGR9x{Ki|m5qyQ4Kq97=t8
z`R~@-AMcZOe*dz;Pw4R~QSFLXo$4DRbmDgFw_41XVU}}SdgXHCoI}4?*mQSIaX#vB
zEx)MuRhC@!mq0#Qt0z;<k8*9Odg?W=>JjIew9VJwdFMaueZSCx)itnSXUvo-Q#Mq6
z&APTW+TGQ)_1lc?fg-G%Z=T6szZWz(Xd~-4zXZIsA2dU{Wy_WdP>67`7VL}(2@Bm=
z`n!xz#>OK$dUkjm%NsxS_j~@D?VN2^naZyv8xR?L_VamL_gvrJ<%b0y=>+fp^(pV}
z0qqrUT)*DR;BI&xn0c%^|69usyDc$`cSW5xjoNE)J>ZAd^&iLWZ+v+=-D0kve|rg2
zx$^nq|KICF!b2;q=F}a0@RH%k%V3e#bLafxYQKiwtNHBv>eZ_Nk=7?qQb1GAph?w-
z@89>Ys=BUPd%RE9LWb|ppFcLTr#SEYF1fuex23(kI<?TF<GnXyR8&;OyZ80a@4w&g
z?_F$M)!Znk>|XT#@Au-Ldn)5DPxfMeb8B;ZUmqV66B8&LcIBECndd55Xms?Q^Yd?4
zJ`(xqYg5~)kDEKo<J7k=e8f~^BYVQLgmHHO=hqSir#Y%t3pVbYDL${dkN;l%{AbJ5
zzOXS%N=n}Of5G|8-akd_PnwD(yq{-VQdaip{rmSX3x4&iznztO``TI-cJ|A+E<IYB
z9{2u{?0mh#C>cI>(3s5r|9{_u+Vz_^PwwmE15G<A_uCxW{eIu;P*>i$e(s*0oV~rh
zKC?_tUViw+Gc<Ht-d!&*FD_0_&bY1rTP%Wg?%w_LlE41JN&CN@iw-$OMMY)gWF%Y`
zk1sf$yM5!M&*%3(N?O2RT3RY1DrQuA%S1%qv!Ut|qjmWk1tps~3lFy~tV-+`Qrx$H
z^4Cir&fSw<>R>zJ@k<B4L~boj4V48I59LH2{SIU(E;q0L_4j?{EC2dM8x}a6HZ3yG
zee^9lKlSOSr*RXrUo_m>WyRGe`?x9d@}6ZkE=^_vtt{B^p`eXdTJ5{~@{_;sd0teX
z>*pRAC<q$d0i6JI+*eH)bWoV7scBqc!>;xPIk&fg_A^$b`U`!x%gxM8Jk-J&Cq7>w
zy-DuIzEbV~e~#P#s@bz|-@NDZtNW&HGwa{Zc0-oWEdQ3vw;vx{T3ajc8m?qswQ9Ad
zu4dvZR&fu0eZz*8_djkdKF^fn_LNEFk8PdU>uALbEIx;Bf14+e-o|%hTdDT{s`q>C
z*5Bp*`t{G-o9UTfn_><>E10l5Q~0sEkHVGc;@(+Oy4M{hCcSw1>5uFN3tg+ZeS7xU
zyn6M@Z<lXmq~y}2OXDWz<lo-byJLq%P*BjGyg7TSMW^K6-ey?(DrCKkn(~pE3z*oy
zy<fih@srmqZ|-mJ-*hRcKTe=T=Dpaf*RM~X=;2v!oz4*PwyelJH|fz5&lVQ;>R2O{
zBRe14&i|Xc;>h9&E#>P>lGwH_GLk)--F}keW3A?aX=i6==4V^KG&}z3v!=HG_l!hm
z_BXe8i!WZUuk7CQVb|*&hd#z67w72-tNE$iIDh_i(w8*QCbT(z%NMU%)AQ<8R#DNO
z?a42$t&R5d@=E&f;9$`u0p@93wckFyI+?d!KA!i4v!RwlZL%_`{Wah4u(rOBRl@gm
zv7mW)!=#q*dk&n1`!w0L8o6y`PiW>is&aaK17(oZ`%|(l=KAG?t$tqItL(ld=J4%L
z^{h8GSDQCBHm3AQJakok^6#MZXZMTj(@(p)xv?1<8miw-`|#i(kEGF&$LuSQCMDk9
zmJ2#PucfVRkw%x9job3el{G7R7HNPM8eh3`<jTt6tuyY}#(t^Vd;Lq5;G^G{n3di7
zj(iu{JE@IF(y69q&+)u#vVQ8b&2y9f{P^h7-p+jdyr@@yy{+fN9~E~N9dgo}W6I4O
zuba4BV}Zu;>36>s^f=9lo@b|Z@YKge2TMfm1pnXJ@0=g0v`Zv|VcGW^@$cS0nWM-i
zBnmn(<iE(|y5q-=PMk62$;BAu@2B-o%GuAG@u5J(;lA?q4_^#lo-+ky1kgyphpXpH
zx{Ch9pETV!aZT4H{~a-Upy8)p^Lr;A9qrzD`|Vyia|xb16_0y)q)bjMj@|LK$`-V;
zQ(wRT#0ihCuC5EOzk=33t-k7&m#263?Aesm)Q8U(z6&keJ$I@1bRhu&hrB#Jz3JTT
zhaG)=dCPXsy}CLaG>Q!xAdXWJdi1-9DR{YW@~0;!bAEj~EiCu_<Hv`~?SD&hc6Q2n
znw1<lc)0!M##-xtjEq;VUR`+krNxJ<mdVGzy<MRvp1gSz2N%~TkJqhSHT!ZT=gyt`
z=ElCiKP<ySHMMn@Ze7~Cb#?gUS<{ZaFif@)m@AOpeCTBR?23IW7&pjHRd!I(a&6#i
z-Mb>9Atq#3zzMb*Tao#~KUk(ZJm_9OZ9!;*RLGkHS_v9lFX!Ex=ro5>FX7pmNS|{j
zA9nLf`&HaIe!PAD-3sNx!a}*7eXkps+xa$TKlfv*dLqTnFLNMiBd8?^8djV>*Eb+x
z!SSNrr}OLm+})3VjByUV__73aKI64pr*4^MOW4&|D7*E2sZidyebON}`y>Mi(BTFb
zUzYrNEdPJO!i9`;{n}TpDk(32466N=R;>b^#nU0EoROQ$+9z%;B`v)%YVDTo+b`d{
z_wM7z&x_r97p+{``RrNRgNpAvr%e;9sjbb-%{`i9R$Ud&Rp_SSP#P-Q+uQr%OVyvh
ze+*{&XmmN{<ml|*@zyMF=i6<;_m0iUU6`2IbN1At#d~F^KGxOn?d>foFTZ^AqGNRQ
zZ1?Lk!b7J%eEBjYJoMt7D<w6t9Mij(EmM0_X1#Xp+8I7-{YTZ0%zUmFSCL<6&(`V_
z61BA>^c4g9g@0G4s~hu*N;EquYn_e%dxo!sp-Lpm!tUeB-47I9>X$KVtzMP!=heL<
z_wWDTztb&7#{U0N{T)xQMPIDUQ1Y4jc&FR79fc(&B^f*2Vq;~?cF#R`&hM7(oNQ2n
zUA{axGIHhJ`8#6tqN1Y;Eaq<6y6w`{t4}xn_{FT5^F?{pDj_MUQ=st()9W#ZHzpr9
zkm?1UzjMKv|KlNU{epw6;s&XwMEYfC=uPjQsO&yz=1k57yv{G*ym@lj-~Q<-?e!|Q
zwz9kLzT0?DfUUXl=H~S5|JPrZMCgctHd!<^HT^j0U)OXn;X{|xM1lM5eUDEs|CjdA
zsqfj-!q@usC+F-ewk&%i@$cV1pK~V@bHc>z*qV>$#m6|DdT?+FpWGeocM~QE#MQl2
zO*=pHFzaOX#|MhHM|3SJc-SL(>ume)`=!~}7z+OKnhU&m-ag0h$bm%#N#}XL7p<SS
zUsRs4=SP%G?20vv&lXR3`S1tN0ab_dwNF|8o&6Z6V*k0RR^!Ob1<YBmUjKZ1s8z<Y
zW=8y-D(&g#XS*NVnEd0{&xyvVT*=4!j=p&Oc;o9GTs)qhin^*x!|(iKWUTqHzW!sg
zx86f`<Mb+%>la>@oS9*__j-Y;_=lryyf@yK)zuv4W%>QvdtD({(2W=AA)&78uY(pz
zU%GrbP=s~%S<sSV&=LaB(Uj}=|FaSl6qM7J*-@RW(d85!Ee+aCdAv^+bmZImxZayN
zX+J(Z{PCkAukORVR?sm^e6m(9uCA<%jEtbe_s*R0nKWrqibmIq?IH(KHhwts=;)f5
zjZNNZ=bxGH|8INp<HuXBx4&MUzTEz))^XuF))z)IEvC&sKRv#t@oZM=;a#Oae*Ky>
zZ(`&A`Sabm4e~%6J<gt9ykJ4Yvt?>w>tasMFiiIF_5S=}p2(w|AHR5ad>1jlW7X)q
zBIkKUe@E$x9RVj8)<<?Od9zwVJHW80M#Jk_`0AY;7vnV>PUbwD>DnE!vBq-xnR#dP
z>;G4?sjGZBWqK!_*Z<Yb>>0XZeKK}F@0R(Nl$LIMd0L;7lQZ#&`5Di$Z99v3Sy!xC
zsrddwVxOo;KzQ`&SD~vVW>0kmt*c|L5DL2SVtEzcQv(T}KcA-WPdPnJ7c{>D>T%yG
zzh66#Pmp2qNteJt!N|zS9!X=iy>b4TnVKtCu9WC?>lfz>30=Bx-@IMBtm=NAj%Nbx
z(+&v{@${UO*YWT4%c76Rve$q7rM(_>)~%TBUz5&{A8+jczus>3E?u!ME^bdbn;G{1
zzpj_yVe9JZ@{lxQsn?I3wsYso&aO{I>;9kgcL>eQ%38E+nH!h%Bbx{B4lexmWB>D+
z4NeNu65UOV8jh(m#C11DeZLwo^Y;E*>7foL9*NFhvh_lro;APs;A(hW;*k>*ZMIez
zc5-sY&CiZl8^*=W4O%E%U-e3phmHBDt1FMJ*_$6S4RU?{4_C)5-ZUwD{cgU7WyjpI
zR;`w_sn{T5=I6vE&D?PMsgj~%qq}_Vl=*+(q=Qy7K)0n-)x=aeIWgJ)zInb%wn1+?
z_w>_GKQ3aEc^_(2`3bbxev3qCsB36w|9NJmBjrn(!`8%{e6)O?l7__$bus<4m@u(<
z*3xt2L_4~=9{rO4zvKGbNxP>W{hZ$O7_@ug+6=?JX^H_K-&E8oo|`-GDDQiZb&ngQ
z_o_^re9}?z_+>|qLbjI;=fl?|e4OkrBqMS}*x%Om+m6Dxdfkx54;u{Xst)tU&CcF2
zA?ES!37Vno9Lq1CY!#0?@pk)tztB+8^ERK)d_2iyYm>ch)hdg*elmRR-=5~OGEYB!
zRoiX(<(H*~T!p(z4*Y9o|9SRM>z1usKfXxrF9dZT3K!bRzB_X0;^Wh|xs2lbFLtU(
zJ*s&$ubO$!V=)Jg!gVhjnc4Y2&32c!otJI%&*Jm5^Y6{CJDoITQ`5}hQLwYKyHj>M
z_slHQ?y1`0pT6DBuikRJP2ka;OKRM;Ujq5$t&Zq!zjtcw{y(Z!bN%w{TLjWCT)!>Q
zD)5|J_j<(}Lr~w~eEmmm-RlB}CO;9jXxI^>2il4B<)V9MSJ$JT&*!KA{`U68*DC*Z
zwHAxhTTVKO>n2@2H8sYn+N|I1pM@hMW6^EJ77Okr*V_c1OS8T(njQJ)O7NPPeRFP3
zk3E*W|7Y(LsYBWxiOCIxJ7dnwFl+{`S$p*=YrW(or520bbM(a5@BgK>e(xtPWn<&Y
zSF2AtExo-+;L)22ikePy{6+T7()sfBdgb4%;gXg`D*k$LK8F@KPRiz3uTZ|5dBVYj
z2iKzWpDyawOZxiiDrh9uNX4~-(T5#W)GVK0)ivQlz`Qr=lUunIe_2aTQabX}i7`wk
z{@kPWMZDjSJPEoYa1WFwFI;b50-AfvxxLM|Z3%}V!^?)+-`_v~SloZ<-o0~&j>|v)
zRQXxuqJYyJ<xAPl9gTkcZ|n;i?(4*ORQGqDRJ|^6&xK2xdCKLNpvBgpEpk_`UHf##
z`22+n7ZjX>S|l7w9DH+i_gB6#{M0A&P<;E{WBPe}Mdz-`*K4szPx0syV4lghV%^%O
z=G@{%Pd+5(?RzSgxAU#pOr4Ml*`F?a32e=c(Rn*tK?h))W?wroK}3;l!aU)MwQ)Nq
zoql#E@nLfRNtQS#4*mjhbFgWi=VOwuo|<}Qo^gAtQRIpbK|wbp4#en*gN_&ebVAw1
z-Tm{Q&*wL%o)!az3B!YVI$wIP$0-{dfBwM|XB4?Y;7~FsI+;7GH(fA~tA4wG=dneu
zpg>n`?PWaovIMkY<lT<Pe6L==u6#B#eZ~6q(-k$Hz9d^EJpJ_4W^abz!i5WMetx-}
z(krVC3VR!$E@>wo5v~n2H;u&Xzh3zm<E+Ll8t3;e?>zH6MNQC*O!oD4PkYVpfnxnj
z@U4`E+~Su$UQJn8tiL}-h*z;i93;WRQq}id3KWc1R#p{XJ|3T`ytC~?5$Ncp9Wi=I
zNl6t?Cc1a@_C7r-9-s30*;!CpsB>cvxqjutk3+3bWGxTrZohl%EZBpqJ=XIo{xX&g
zxLTa_DLU_=`1X5RlUupgtIxmix#jfJq*qr~f=)rYa{c<}FPHs;!^72`gIZpwSNT2I
zns!x7Z?<u}yL^3&+6N)03PsI4j*IVCys9tmRiFRo{gEe=vODUW-esLvW@~PY|MN&3
zv{4wers8^hy=?p8hc7p@2;6sIoO2+1{hmX!*YEdxwj$8x>zB(aM~-@Kzi@fss^j}x
z1fF;BcnU7MA1D%YKzjYYRZpe-_2SMb=+D#%nfiLi4>mUce}!}X+T+%{Tk`J;1dmNR
zFTb2<AYmZEBWLOG`0?Y)KOc`<7Cqt6-}^-fwC@CT5bc(TnwpvqpFbZyew@Ae;9~iH
zJI$`9_3QQP>gwcfw=Wl7{JVJV_1CE<`hT1&v64L%{`{oq>FJ-(JUZ&)>iW^X{;&4U
z<YO}Tj~zC&+Gmw6(d+g_Mt=J1+@5{=e*FCX7}URC_}nsi!Ive)@!xG~d&}diZDo(|
zT%f^awO5Yy=w{A)A2WXBCocZJ?>pn4{lBh9|75D0$M;D3g<}!#$GsWf)#GdXrq%zm
z^w*DaNl8&T|L3WGkG!?mhd*2QUjN&<y!@7C(icOizz_F|XUDB~f4KkqgL@V7Uvqb!
zZ+x)uP}?F6i@AQ^-rjZ(55L}UW99PCvwYQrMMXtze!tla>c+n*wVvze<m7bX^y$YR
zkIScDUgjI6V>Y|@)vGKnZtlICHZWeebEoHQTJq^>x}cc@tGRu1t;>S~0}rOpuPuvH
zx%}u&fqcKd&3Bn-v;1W%H%>egxcJ7NO5@wx^1gPJ1uQ>&u(9^{kK3Ei3rR@45H<X|
zM1!kz>sC<uxo!XFAZVCn`Q<_r{r<K#wy-r3jTbY%lz61KEYbj-tA6d;vyGn@tXlQv
z?(XT^wr%^YcKyYRH%oRbp8MZX^-Qz-5^f2u81{(3pW<3uW%LVgG;%Fqx%$}Lr#7%b
zZGrTS##g1!P0M?%8)xmZnx-3VmcX^>(VZaB*qo26E9?L7+xKrw{hTJX|CH&rC(kw|
z-!|*7|0jANZF}*H1C0Nkzg+(D`}gk^KI%tSXl&WGB_KZBy)aQxPk+z77b307?tK@o
zTsg8TboGa?U%x^e9HBGq@y@na3$_3L`uh6juF}_)rAlF;qRTILUVix{qiLxISJxuY
zQHtC0?w$fIDgX6q^;W00MH(wsz1r%zz}oTKwI2*?)6f0<@>48*-Xe{VkdP1OtluY?
z&Hnk2zy8FHjmd=;GI5`OmWTg~jjKBsAi_HRw6xXbc{Xm%2Mr!X#fFBeYH4-7UbnmN
z!-o&W|Gr;e8-2V_*4k#T^f}GY(866Y7NO_wO<3)q^WpN<)ttAs_42#-Ja}<6e6a-2
zEeFx}wo1Q`>nK_s_z>E!qPS1HeBH<M_5Xysk3O2a^H})x!u<XAFZp-2_4l7|uu0eG
zdbIOU+lM{6(c22{mR?`DN(;10;_@=z&m|sC9dbEl(x7EXmG5>wpJ83Dm%s0)njz>+
zHE#|@zx&tL7QEeh{Q1tG-}fi}D)Dz$X?byQZnn+;Kc8dDZl;22sw2maRaxmM?%UcJ
zzD{s?E~vmMK5u*F>eY|!_J10G{rVNxfBov!jrITQa?EBgcmA4n_wL=e*tw#AC!c-_
zs+XTHogN1|eO@PO%ZhkW(>Z?Xpbhv-mK?dfu)=iuY1i`d?aL1fJbE+JO7z`c@vQ8J
z{q-&DpGs}rx)s#>-+lMpOOL&?o=82)DcBhUs{BAF?|_!49qktXzIqX8T3BBnbOMfl
z`=hJprpGvQNk2Dq4czf`S~SSFudlCv{&af$yV8p}+1Zchmfu^rcJ0~A3#)qW<~^V6
zZ+EfFE^YJ9>yMv4eF{1{<6zRp3ab#q1E5V~N4v#^1qBaY_P0MfW4#*pTYVAN#QXbd
zb)vVOxxBC<#MPD6d%E7yr$vdIZ*GWMyI1c1jzZ<=?Rj5IW;o4>-T#C2%xw18*AIK^
zAG}`F3z`V;>*Moxe`#0-9=!+(4rXpRneu9C|J3QzKfka4|GVXLyTJYHn^I4MdNzrP
zi8@hRJc@ejR;^mqb>8kbPdjLvgw4Y`&_2pIYx9RQRa$#L$GEt#^xJ-u=<MtSg-p(!
z9f8$37Zy0Ou(CcZv1)uAd)3O?dh5pAu+^gNhaJny%h$)ru3D93HoMS5W`>WN?#%E|
z(b;FOWk+wmxkk38Y<KMKb6HzK%V4+`AAV@DcAj#4{#lE;6T@nAAOEwh+B@&blaxPy
z|Gs?j!s6kQfY8vREu6v}JUn0CNNci9sr~(JW5GiwD{JeYXY=b0&#^4Fk-fBi+2xlW
zo}MpFGnbr9xztzwedF7G4Bu_|a?NI!#chnxQJ=$q=ebH~=*t%`E=*fnHeY*=-|}m_
zGPmCbA1C)MfA5~JFZ-_8T(wj&Fqm-U$dSjwEpoPAg@qfp^;&;>^CriCf2`A-SV6%J
z1&S(ahr0Eh`eQ(+A00U0@OH+=n>nCUwYSDBeqMHOO16rcnvj4%!%^@6+pS8zK5-9q
z-&rl7g*Nv+4I4n4wT{bG_pDpDu5NDjl4Z-jS*cY&lX_RPV13MC@bT5XSF`>ei&?yR
z^X1pYy)7*)U#e_VQ&XQjeVTc@q^vAyYm}sY-Ja$5*KIy$J$<jh^AJBjKF~g-ew$Am
z{<dF5X3m^><ml1N{?{c|t5$<HJgS?ROgVSXPt9irXcJLpZf@$OC7x5JOfjhZl%k}p
zd~-{tu-oE^uU=&xI&=uMaPagrUC>||==hUKlY~GAO@KPG-rk_oby`|jcJ0~)+J$d^
zw?tSwe4R_6h~Ca8LZCx=CQX|3;?0|scXxKWxVp~$Aay3qcz5~xW014Jii(U_Sy^wq
zEmKlf26cYSm<wE7Sp1ex_MEI17#!^E?980DdFDiAcOgm1lmGtye);Ovq2tHfj~sFF
z^78WV@ku#9&la>;@5BiYw_Yh%PfyNOt3c<Tg@=oSHVf5hA7u!LjXeumdvbBH`_Aw8
zs(&8Uue+EZeyuRRB{Vek`@6e0-j>brQ(w4n;gO?9Kfc@je$vdDo*5Y$XV0Dm?b4hz
zOX}07Pg`7+%*>`OTc);a_wJpKy0k0a@BJ=eoW>)p=9BRFSZ_;9%Y|FFyvoYVK>Jgy
ztY&cvt9^JjJAYHcL8e{1cZ0UWD!cU@cv({PbZYoF$?VEX%cV<~O7yy2x^xM2p3};e
zoSSc+d2w;E;Y=S;1L(__642^9AD<M^(mA^tiP>k{F277U)WTU(UcR~ddtOa#Ehirz
zTc5Z?JHI^maMh3y5l2VIBgc*vy||$0<m3d}6>4I#<^I0&PIIPd20z&M`@zHZhbxyW
z7z;mowB>WlA`SH?Qjd@KgAUa+F*P+Td;|(n&_3ZJUU_->RjXHbc62D1m`qt4y&be`
zt?0u8M=oyeonNm-TNXTMm<CGEm#$qq)+cKXI;S&YYnCWqd$YIR&X(`@s{K#9>g|5B
z$*%oht?hLWFRw)#HUykDoiurJ<jx{h(208MK>IGTva>TYG7h8|O`JJ%<x?rO$(+px
z9g2#KmM&d-<k+!Ixwp+gTa7$CI36GCUA$w5glnM6b%FE{UteBsaXl4%{r>8AJKLl4
zb}qf|r?GO?Dzl9%tgjbX$h5S!3W|##|NVad`40~db8>Tojs&^6IXyT!`t(F)_kx`<
zC1qts85a~@y#}rOi>dqhbkFyD)u1B%<Ye{Dg^%4p%eZrMQxCOpg393~OH_{a%b(x<
ze&1=;=`l@r^R5@Mv>!ew8Xj};dCG%#F`)Hxiq35bTca|wvJRyf8K#|)u(GxWZ5Et4
zbLNb*X+lCm9-f|x`uhB<uXbI2neyky$B4CIy4N{4IUPeoSFK*{>FfLSZuxyx1%-wg
zGbECdlPzn07$hbpK6hPr(cb>xqn;p<R#5vGv}3MU+WgZcZ~aVB2iL$2QENe0HGsD8
zCmvz}Ey&-L$}K1;_~iNX$rC3!78e^=e}A`h!-fgE(c3^<bU+83MMX)yeEIUqwQHbF
zKnon3HMF!qJ6XQptL{H?#AVT<MWC46xN+l@DN`O4?d0I+U%q5X%ZCpIIcCzjy1G7d
zEClWM?+c$Azput}>eQ*X7-Pc1+yVmy?d<Goemrbv*s^U~P)G=9$usCUj??=4K?{D*
zo%7Su(z>xBk-4?CRVRMmoGn{Sy1KeH+{_UX7Y_~(cdx0jxp?v7lBG*QOYJ}hc>DP9
zxVpMNzq{u5qc;XKeL(jpt%=;+R{8na#)5~3>h3!&zx+}|ODpN;r>7~Ysi4yoj?35g
zT+LbvnaFeNm-Efb)ARN9T@$lYX!&K&hzJSye!0|7PfohHxC8_RIeB<+ur)WXTBWru
z@9wE}vAaPx&6JjwK6(07P)5e5u+VVg#EDUfpqUxay3!jrA}(FN{5$8P!Au`eh`YGC
zC2fq*(9(MJ;9&EukN=N~#|y~Go!eLY`@+i-(0bGU`ajKGU0mPZ-31+;n|*D~!ZmAp
zQcq6<on#jhBErrucjWr@>2GgufBg6{=w=>IPfyT^8NJfxMGp=zK6?BZw4Roimv>&>
z>K2RNdHa6;m@uVRy8ru~7Z*=uZNL2!v|Fp7z(82dXTgdU9dB=M7Zw#gy3o1Z!{2}T
z!iAtSWdoz4K+_hW<s$d@)h=1G#31Pi$Eww!%XW?&IT8>S=H~0m`+nbVJxxu`miBhg
ztrJSh%9`5R&g-uWOG<h=Ix;R?xNyeVv|YP)&9EqZ<avJg>FN5*SFP%rF++k+-VU^C
zo0XN7q2|j)_ZKBrvu4lM)YJr>Z<Bj_+r-(kPhVW@{_@o;(B8YRudfFO1s&RydK$Ew
z_2|)~GtQ=Yd3&#1yH-_CZ(aDhkL&CIcHg)W0ZPC7YIiTc?`X&{!$)mi#UoD8I{2s4
z<LwfPdM8a1nx-Fr?#0E$pe5?_Yd&%EwKsz<X1aCj#EBCM=H}D;`uM`u$Ms&#QdLuH
z+q1{!Sid~zxEWSfRu)#)h1Xw$EHpQtZd?5=W9PAlhub;1xE8Hh)3aiQ#+fu@&~een
zkAu!HadKjM`SNA082_$ayDFZ~E$`^-JC<S;7!?IN;mdILSrJjujhUC#4jnplV|Tee
zTXW-%9TuQ!?$qhipaVIeqq?U~c}>%g_w)7T-MDe1j7^2W-Z;>SN*7+19654i!jvg4
zH8nQzH6K~4zrVX$)O+lhoB#gM^zX$FUNW?lbMW)0KRnc`qN@7wlDGcG!pCl3s`hT%
zSL*1<C@3h%@Z<My&_Qr(rCz*#-MxOj{@uHGLFv&%N>fiyO;@+qv6&4tUB7?7eb*uZ
z0fB~#8B2EVoY~gKwrkg}4`08g-rAD+<LA#r6RC?YOIX<0vZkJ!FhKya^xtK^uBhMg
z$<6HiS-LCi|2*X9<mEm3vgFdedw$i`)@HMNKYS=iN=n*t?NROTZ=j<PqoZeU`&Sqj
zC)c$|KwkblXb$4R!DdcAKDXtU1w}+$3JMGu85yTcof;S(-hTRN(v1y?pnX=qbVdHo
zIsNp})9LZgdd=@8oS9(=Zk_u+xGD}>S5h)%`t)R@nH(G(3Mwis&z_~tnl+1qk1y@Q
z0>>Xee=gME;%jeSvP5OptXUbkxvJXQ-1heNpzAW8u3%<j3J?J;k9|{S&CAORD%7`Z
zF#)Z9e*N`DiPhUVkDotxFDWruxpHMnO3Ig+IVL710l~q}US3?r>E}`&9qEjk^X{66
zyuAFP#fv+8dQx6oSh!_7=$a2#4-XDrUfu{Dv8d?io7?k2i^D)i5rXc4xNsrh&)>fv
zKYj%5J-l!sASCqZfktKq3mHB&-&rmF{r$`D>nWbw_o1NTjiHB^mEHAYZM+)sPo-jG
zV@1Tpvv;~BBq;p+`4hC-Q(U}#|9*S6X2#W5SILIEy1Fh|x)gN5hl4{ynI0zx$ARnD
zr-L@gWn~%6KKtX>FQe2`B5ya&+u0Vk9@L;~X<>2eky!Y3+b^qfLnBkusq+6mwBItg
zvTd8$ty{OYEXwim;ZamnJaY7C;e!K=y4N?{%rP-F1udKraaA-kn<oGFg*%U=QOku3
z0bi>2PRnj-X$gpn1Eu4#-E$W@w}a|U|NYI2=Kro*x3S{mqqx0Wek*@BS}iIn3R*zF
z)2+H16z(nU?ZVR1pwy{1oqPFZ&zc&W+}vDHJ0tIo1rrk!2N&0&1cL>aUvhA8IIO>(
zy?4K~v^405CS6_L`uh5}a!+6HY}<X}R`~nr)24~7TD8i<%PZ;Hn#dk``*{x@B)qj-
zvUI8I>qt3i>C+PwonO3pvt-$_wg(RqKvRYhIwodjpaV@n8~5&h2RTJTqNBf`|KP!c
zEv>B!FTb=Xc+hYyy6n%7j}pCZ{`+Ior;3=hq<wmF5;Xe&I_L08uzz4oOwY*_r{$MH
z8`4&-UR`K4cgwbIMnz9NcJ10_F#GI|7`<J)c7awbD=0L)c#&acWd%CTr>?H<MTu2S
zP0g0s6Ruqg18vyy@={V!Y1y*HBq=%BP=e=H+1IaMqb4O7&GfUhTpqVR{mF@mAz@)j
zMl)BeU!Q(=SLuwiX_qct+Hm`=h?rQ?=9?Md8BWmgAz4{kr>E;*Uo}ftS68E}>GDfZ
zzW(*AYS!%8FJHV^uz9oa;)@-JA1dhU`+GMuH8p{XThK8^b-!Kgx0k%U6gRoGPtNw%
zWyRWjwaK05&iM%m3mZ!HZrQf&(uE5S9v&Qlfq^AuWm(DhckkM@AwuWKv15xgxS%(?
zFvQ2lgO^GM1P3>t1a%OY?d|O+O_~I1+E`dbct_=!NpIb{b%u{x?wYsP)i1r$)Y1ag
z6{k+0&dkqWzGu&zr>Cb+o-@bC$A_o1v@~kH@%P7yii$IQ)Ihh%%`i;<@cHxNRjayw
z{HR#9YL&rEpODbdi}&vNK`#3H@%#7XOP4@v^B24KA3J{B-P?z)YLjA1+NYEq|LZa`
z8(q6!=;<9xF-ta(0G*X+YHE6`wBksI;Ec0rK5D{Yt3$2l-7OB<vVD6tD61ULFiF~c
zbIY;GCr)^PRxLO<FuZ*E5_G!a<HyZ$>yKw`4GIrmE<69-{$j0naf)f1XRcbMb!}a2
z_t~`MA0HlC$nbso{CVT;w_CPsN!S>%V)bfeQ`4zawZkV(nBd^!!^6wVE5XASqbKg`
z>uX|adhx;qhw5tUxpU`2c84roy7Wbf)uhRjIeB?iO-)0!e{p<_t^Ia0Jqnzs7$;|g
z4n&zSq2XY{g0*WwwF46~b7ybw)py}KV%=r_f`WpL`}f;BIy(ByGT~%cd~wCui^0*+
z-tO+~GiT2H@$=_I$kDZ1k41f#kuEJQ-TSF0c&_su=VZ_(g#7&FD^_%X96N2An~x7q
zZ*MQCxZQp`GcRx1s#RSL4Ge3-w5z|pNj%aa_~ZBQ;GiI<prA?9_^)2Ml5zCvyLX`8
z2PnZUSkSQ0xm`#=V8K(Vef##!tJ{4}>o2Ihv9GY=cql94s;I2oyx6^eQ`OfjD=RC|
zQKFWXGgk&L2c5H=oU9xe82IGL6VO31mtU$F8BKy5s$(eCd#fVs`-BM>7rQ@x|K2}4
zTYJ^2OP4M=xw)|=AMabbWy_Rx>-0be<bGW9j`Qo8G-E+QK@(HcL<0#4n~D#flm9C^
zw`F)b1_TInc6RQF(fjk~&z4i^+1c8qrKK#atb(GVM?t3*BqS*KEuY-c!O`QU3_6)g
zPp@y*EGf{q@7J$O*RBOsb#1)TZL3yE^tu@t8F~2lELpXRtNrl8(5BWOdf(pNJsn$q
z*R{6R*5B@@ius)a=l$}`FZDE{)`qG1%y4jWViFY<H8C?YDt#4l=<s1pUEQlyE~e(@
z*{&^z4mn9lNr5`cb#-+qDJcm?Gq-r|+qHZ5Ow;UXX4CtxW~rK)O#^MFXb&qdH?P_o
z=Ut?vq}0*h|Gs$tuV23=&6(p98VahYckHk@bog+g)m%^^Cm`V9<;AtT>@BFcdG{`_
zsHh0EnEP6gh^#E=IvMf!nvG#RynKAu)NFhptBy)aN(98kk3+^1P0Y<ftx?eFWwQ5m
zj%=Sck<q>X(5ldoE!!{8n0Iag_#7oCU*Fzo**^1ZW?s4!lw&5napT4-*RMZ*{=9wt
zdVSDYDm!=11RahV6?N*y#^kNwp^K|mK`V`tkM%5EvZQ6*I=!{xt<{ebci&wnJNfI^
zuM)j(lO|2_tFra?^}Slu``|&sq)C$sEM!1Ulf918($bkZIVu(wKU!jxb#!_T9B|mQ
zd2?rX_u_5a#F`H}I5;qzJ$n|^1FHE^5ThqvwRfIj@-c&q3kqu!Pu}$o>v*4ZexB`}
z((AD%CMF-Q1pD)@0J+IH?~a9#kkE=XYd~e_oH;U}>oj$BRW&p?7GL!6_U68L@#2;1
z*Fo(p&{@tqi<eKky_;L%9j8<J*;%az6BaC6*7ojQ-lIp4I=Z?pRVB>yQTtM5TUS?S
zVr~v<J?G@)%)kD5{c|bMp?~e|$=h#tc6A+soQ78R?#@cy;*%#&UaXq^sswb>1ScO~
z+Osn=L1piArSB{&K-=9cEoW}qX7=duV@dP8Ibj+fzkXHK(#mppF4a}FD|lnqXK=^+
z+pX-EuU<X6TYmp)nrE5S+=#VdOiWB${(oO`{dMH75=~GEG25(n*DkARda<X@*L^cS
zboj90?6W_9{Kyc`X+GF+HtjN(KtT<Y0{HaQBQHy`4kw0$UfpLe`n~whe(nqNK&M0|
zY>nFaa@p)Hd2i$E&#kO`_H5n~j=u7j#rJP;e2fhV4K4h9)_il>+o*TD-`k1lMqPP-
zeAl6mkB>Yp`f63Sd-v`@5!cs|AHSaVFE2OG-~ZR_^YioSYHDqF?!-hzMeX=@D|_qb
z{@-^JOr*9hEOJ{MXua(2<hGwbe#|N0ds%sBzD`<b=+^GK^Pe5k)787hbV0|}C~Ir4
zzW#aNS<5BQe?AVm&1v}H?H$hRG0mG-bKk3Ee|FCGy!msfu0<P)o_h7TDI2Gqx$tby
zuCLdkIXO8m7V&=HShKFUcl*66?gr`nJsYp{wmgwKG<ntP)jxlpuRnKdYxd6X_o^fJ
zRD5hWW%^+M;duY4*&1C=>FMgALG9^rRhl0^e$2VKsdd*btGpc#+uqN~-ckRrwzzlO
zHZw8Zs3X4ScR}}%>@$p?5VP3)<wiw6(ALI98la(sQ>VPr&d*!Bb=5Z+_H~zER@E{d
zId&{-t>oLcZ$T~9mKGKf*NeOAcO75Pc<cY&JGXaEo;Yv+{}R0ywv#*Nd4i5A7VB>P
z@S%W>SL({^{BNN<Z9+{qr^`&r=y-oP#pvVg`+wT_?f*;w9j5`hSA{t(VzTwY7nN_M
zc-Y?Fc>Qz7Z_w^OK|x1nXJ%PhSq9Ltc?}H=Z~r{DGv86a{C9d@)!u(go=>>kx%2tQ
zJD)9eb#;II{Fzz&^~;ysbBgiy@jOqa2`l<(Dl(Q>mCUbgTenH*?wgwhQajsrw@=x<
zb<@_Zp|5XVFuq=JemnDXz3T<rzwD~+s{30y=hgR`xlg1X`4s9u|Mjq4zUZiE_=o5A
z|9|c|YkKE%VoO`wr7KsK=<3>LUQ$_q!W6QrUqMHwXT^#Ylk>_~&ENU|*vlOA3m*Nv
z7ng6_W|p__XWBHK$V18fw#Psxf#<Jr_?EK$cD1UgQ^&nIe(LA#e(Utx|Fckb?|T9|
zYUav{z<GS9wO6d_x|=t>QoTju#jRU?>!)l=Ir-7k_5T<3A7X2}CS`LJX6a4u2Av#!
zT&~)usCWIunB)f&54BmWoNHa4<qWzV%{J})ytgkWv`83$c9Q1p{TkNerVLt93%adz
zxwDW{M{)jjy&cb_Uc725zt3tZ&Q*8}v>)eA(P>=?9=3Z`uXS@Pb_y_0oU-Gnr|&G2
z&fo9%&)>GqY+ltX&8(~}8`(($%!lULR#*J_c-(OIS<rUssf*eK9{n*bRI>T;;Nv~%
zZZXHwt;>~#k{m#%hH{JR9Z50zxcmNJzan142cUz$E`ict6D#+LvuB_Fd_Mp9!-5Jc
z6~$j$SFO?l9i{u}^XHw9`>c2Td^X!wc9MWo#kK#x>o+7YK6!TN^ZDi{QcgAcSFc_L
z9bEJ0PYr1GHz=%UE_darFcNXCS$ubQdGT4(>lg0bJ6HXFuln5^EkF8v)P(tMJ}`jJ
zI0Bs}vwr`-U!1~$T#833GtbNYxY)m7v2(PlE62yTrKP1GA2joSdbN7JQT@Lf&~14q
zO^;MMR^@c$n<O4$k*j#Xn7i}vs#RM4?J6$&AD38Femp8(`T4B*$y2A2K0Z1+DT70?
z<@S${$J>`|*)A_XNoi-B!2MZ}e&n^HUe|6h&vlCDq&MAJZJ{eEDJdc%0y=UGR0O1-
zn-Y1V^@kWJ)hPGdfR1@RZ~xyWc$v?~5)UVihq0F~FWevyww_I1eugQx%5{N9TR=CD
zw#(Pec<>-$UiCZ6WqxyCy_^7AhM>`9kz4)k&BI&S>z8ibIu&$p4QR8@Wkt@5`k>P}
z=KuS$e9H9cpRe!#H`V&xj>DG~ITc&VZ|(m6W5See+a5ayfsNl$+}qW~_3zj9{h(WQ
zPVbR=v_~nmpzs!GsF9i9#vwd>I*+H|Ba_guuum@*_ZPjnVK`GKghO$kXPKGJ7lD#8
zIr&LJkuP6%w0x)v4GjgwSn~0{!ryPVfBroGe@vIuqdm&bfk(DKlA8o-fAO#}8>gRh
zS%1CSN=I=|P<XgFD1*q?eh~y6>IXVZoRgRLYe|F?$HTjqE-zfc5w@0Tubkd4kG3To
zg+j5hv7mbgqt<;qV|?CYo#Hv~qNxJ+y*xZPK&K34W@hgBb}M^L+}>N46*(VHy)(IW
z-`8u=J<{fVuH9mw1Aaj>`G<bDwj5a8@06vr=bzP@7_iH|Y>Ru>tkD4_|Cu@=bG9$p
zptx`An>RV2O&mUI!rfxJi-LA_auqiD+y9*cx)%Dyi;Q`7zcRshU`=QdSoB}QoUiV0
zw!zGVk4ch~lw9ON5q#O--Zvyfq+48H&Di)d$VrBv#H$WU65`^Uv#x4=sj}Uic6O4Y
zrc({*94gQP1`|`$jTIl0Kqq_ngDy`0>tAIhA}%jKY0+ibcvaUTUd4vTJ3-eoxq5qd
zPs={BN9s|HnyuN9av>R+Gl%)@*YJ8qYTk8eW%y?unc?Wj2)aJZ{BFr)aH;T5(?UY7
zlI7B+K7P;0jfXA^ay}H*($<dLQJ@Gqmg!aa{zuDZ=S^DFX7S!L(YYr5@v&ae)iQ^Y
zHi8ZxJazgsD6h(0y?XWN{C{86&2nxWXkz6CE#mm_`SWK`q+P5}O_i0Olw=0U6&B|~
z7i=!K|J(WXHTV*6P}V<b+Tzf*sN=n+t!=FIq(zrsf{v+4@#wP9x18(u@89?RpWkdg
z4?3#}bie=`zuX&8tS$QQ?caXs(qrc!k*7bjG$&<ue4cRm<&*#a-v8ec^SD(!PC-@m
z=;cJthoT~(p`rfliodoqv-1_4HN74XAAjEd-$#BiornjZjPo3HWZ8$)@&APE?d|W?
z{m#|f`y~h*)Xc{ZHh)+w@950D=dT$kbvc95<@UQ}v!6&geQ^Z2Irq(tjiB3%K+_);
z;HW-ly}Rr!=pdrwNgF@>zW+ZCwED&3^0A(mwkk{4oVhH>S?IU3xcA+=yt?nZ?-!m_
zogVb*?kWZb_gYUE#}H7NxTj0R?1*IHVP12Pb2k(}_xty4`~JkuH$lblbI=M+P~vWF
zZ3VR+L2F^0=ICCJ=f57uZC!ro{(nADSh$?;Jo$ddW4@U>Asu!n0z?Xr$=Fm($X>Uz
zZPzX<kSEvedIc)YjznI)dGjRbV5Zsm`%Z$cL0r9lALx#-<%flw<~Xie1v<SqAwj_^
z_J1z_s@1EL-`?7~W$RYZX~v-YQSX)rPn<YWJ?Hk-tF80r%d<5<+)`g39xnd++FH=<
zXY1DK<(Nr>4*AN=%v}EU&$n-7po8g^l$3t_JYV0}-|v54TF$DZ#=|T2?ngyXBr>ks
zym>OH@&TP8$;vJE;nnK(Lb9@NUv6mmVD<Mqm+qc(GYpe|d|hAPdo?Td<D;WfrcJA|
zQc*l7wfyo)Zv8z6?EnAt-?Vvi<*Sv;!RMEO3hTdLum8N*Uw6b?e{aj-haXBj?nh>4
zYwz5-bI<2<)}XrV>C)+Oi}vpQ+wvCF9Nl_7?(}4TJJ0a&>zV)Sx{n@ucX#*y`s(kp
zVpn(W<^6Hfn8$S~2S<|g#zlr@s^6r9lTD7rEm~F~WG%sc!*@~A_4%r5>RMf*7bT+K
z>`i(v$|C4e)t-3j-@h6CmPy@i3GWl<{ob|b+{rTy=Xp-Vt*N~KHR<=aw=--ijsE=o
zD<~=XGfaN<)vS#vCxt+xp?7zco;Y)+=5KTMb+%*u?3*_8Mh8V?2MA7!&Ia8o%`0Vc
zU`^!a8&?#nc+Jc-;=jJU%x+u#?MN%P_=c2|LV2DGm9lSd%LPsN$Hc~h&i}8ds`8TU
z?D!N}QerYqC$fo|oiE|$rqqtEu1Qvx_J{4QD%FYKC*wU`uXXn9+uGstLH)p=pPv5s
z{eC~_5Y9XMYJab_-@kdY@iO1pZKm1R7S#Ry6`&!Kzc-}r^fcXw4GD}{S5`E33acNw
zckka>`3uYY6TMHhavxaadS{Z8>ow5z&FSZ4cI?=Z@a@gbHKrZ+8hUw8g{yi^Iq>7-
z<G{UDrEB8$O6@LxKg~)ga341(=fNi@C-*Y%xwSoCzf?s@i{ab1Z!4m=>vf6i_ubl>
zefZ!($5$TzXE`lw@LJk5d$zQUjLe5sb5DeYg{=r*FPD>>8@M^mcgL<>`@TLGXJOQu
z%C*#cdfVj5!uQISf1YWaZjgJ+#3bj2!0YSl-Ix2#{r9uEOPsx?miPDpHWr56WuAXO
z2|e9CVS)f?Jj2q`a)w#1R5tIT`UA(<p6<T2H9Psvj=~csPaa$oxmiF=Os!O9QH`*m
zU?ZonnnZgmpOlHmD-V|thc|EDY)ClB^ybb^;cjvLf6u3~s68sx*3{9_dGP#s`&{et
zq_eY33(CvSUqAnUk$b;f;;|mdjLXY<3s?S)ULAURgQ}`}dvwr>6P0xaKR-M?Y?yID
zfsb4D7kf@lK;w(c%lWImzw7m$u9tXmk!!%}t3mEcRr#5jnV^%c`(&-#^!NV}dVIXU
zed^SyS2lL6VA#29*P`6p+cbig^;`+$YHe<2j@q90_nNc)ebD&xuCljXuH9k_V|Et3
z|Ht|33uD!HHoaITF+CPgs+$m<En{0Ha(7qh;T?sKBeDhdvYMH#a1hatlX-lsw|V(;
zbtWdJ4c(_*P9DkJ8l@AvOXT&nwa(3KycRlBI$qeCW?$nu+{WwNDWv-EuDV9pnGIQs
z-FOdAn=;pWX`PqL`=>t-KH0gIt-V!f@7(S7$Gcz1)_yq1E@7T00~+zTxjB7t+}^6z
zPkaJ_jyJaDN`r3syR_6BbhO`!z{PD>CU&e~$TX2sQBzaW*5+Qha^;1WB_F<gY1z7U
z>&JgBEi5VN>C*4lM{ZVIvu2HeynO$K3jrx9DF?1z6`iUT>a;QGXwUrU)mN2NRav=O
z4_O=uUVhn8faS*R+tT@`Pn>9oTH6-1vPGlo!t1Xawr*|pTH2)1#lg>id~Njh3A1K#
zEe+~?b#?XO%a=dL@7=xn^2?s{=DNDPk&%%r!q!T?dGjXjx1pz}XT_f%hLa{udhp;u
z!>Os-hmRe5w)UUh)~H_V@^=poHnU&I+FDRh;Ba?W>BDEwzU3XvzRINL!%+9*;0D#D
zb+rv!*=DZDy}eDcz4h1c-^CFc7p)VLo4G>X-`iXG=m;kZ3roVqMXsPMIQ{a(la}@W
zK$jNsY>n#OS^Rua?C!E4ccn#4Vq#)#g^!Ot{P*{FM}NQj*H>3T2f#m`)>-}i9q3}-
zj*bq8m>3yQCib0e_V8G*v_<VNlR0zeF1-G_@Wlni8@FyH-P)45B6PJFgMy8XjQ!s)
z!jB$5o;Z0jbD)SK2UFIyHJzE4mmNHLlC$CA^f?U;3=C~MMf>{tW>}SKflTF<Hhb{w
z?CceRi`nMPohv9Q*?Dz!_~N9aU7&bg6|(Y^-+6OAJ-)iSI?z0HOpMH&Ide879%j3;
zKK}pG<I9#UOFBJG*P`TwfL6!~27Z42CCisTK5zfuWwu%Fg6psE|0ut^w_3bgOxLNX
z$jGYX1%tc0`y7ixCQz58{C;h_oNblE%8-4vKjQW_JU-65+DuHBNlb?!B6~uoW%;`~
zg%L02SQdj)w)Vso4R?2ydasGxyewjo3#XxmhQ})lm-i|*HZeI@S54L6XtGE=#A0Y|
z9SzFm9Gf<6I<mX`eb?z}y280RIY(xhW_R_=+ne2+KXaz$y`9DGF?*}FzIgCJ;o7QD
z?>}$1-*>66uQxO@y7U8d%SyMOpWh?#_!`A!OO`zOd54jaanb74t2rFLeEllw?Ck8?
z>z4fI#)}sjg>P<bTr_p+REwM&1|RS2EKUjwn<gP4p<$MLE5xSmPsO}5%l+qzX@{;-
z*_L_Pt*4`-;_2tEjt+tBYil&aRtCB9@ba48n>Tr~a$8$l*KG5AvAcKfxTL428>*;0
zS=!&<*(u1*FQ;>DU2OE7jmhmZrcPDuTBPynYt_eZZ*MQ^@9&S;S5tZM+O;s7vNt!p
z<?A0G<K5^vSq)T!eg5+|YiraTlgvpkUcJ)FyS?r0-TevM^Sc)<U#>AtL$PbNx%jK^
zTo-?XTob)LPnSvHc)$GlsOA^(3CYb|t_}_j8M(Q-*H(x7*L--;c%`u8o>x}Zsvlpk
z$9FRvd3Ser_s5SPK`Gej+lPnF7Y`qH{_^F^naej$eEsq=c%$E3(0JA2AM^kJaqsEv
zJzHGw<<)g#O{DR~g9jaL>i^Zu`~9VA?~lLV?{_mC$-KO5@2B_n6(1JdSRJmP9PG0E
za_8OM<>HJT^J~A&oH1+Gtmhw-kN1f(c5sX9)jWM(9h<BiUR1Q{#+t~@;bvx_h<<pu
zz58gFsPOf*(ce#<uYY<<^y1ySf2a2LK6#R|F?xI6qP1(+?#REtZ@QhCj*icou(h*p
zY{|SlJ?{ASO=W8}qN2N#?(SN2BC6R3w76wn6zF`SR~{~Eorj%Q27GyQQ@Hl`x1&?F
z!$Ga=l=O6O+0GZeTcULTz5oA@A5@|qZsYxUT7SR9^mgHiKLuDG_TE-vacpR9Wfc+@
zzPKUr@N~AnqS|3RWo2a^etvFFPKUhZZ||)x2bI(Hf4_<^TD&;^*PrS7@oxQcwmqBm
zSR5O6@3vmEc5Py6YU-Th6IbWm-Nn$*Ew1mh{PNS+pKYtYXn^JzW|?L$3SREFzNTmQ
zZtGK1wb=tj;&;72F;N*b;hc4KRjZostUaHSrA;y#PEXf={OaoJ_y3N*y2$+Ew)l>!
zs~conmoJ%c=4FZ1<AhIbywXJmmKUqRQNJ<is6pNxiz}-_xwEgYI~rgASG81SkvSJ1
z-?2TFpC3GX##Ucn&&RF0$XqLKkHxC+_5Uut<!U{2L*qh*iT>UDI|`F4Dl5Sy6(|Gz
zUbJY@hZh%>O>%EtshF+6@!{)N(52g;pal7!VZyw5eM^?8JpTA9Gc$92j^3Z>MH)%R
z`(!=*{oUW*+8Vei<>Ym{FoBlvd;9AD*R8mk6|yEmP-`mJ&6_tX|7C2AnxY#mcJt=V
ziVqJC?ruM0tGYBySHVEw$LI4k)&E>rLAz8zN78#u*XzBxIeq`9bPmD2vV8nYogTk@
z+4=GD@yG4*bq)LX+rPTLzJFEdYA@OD7pl+C%{~0&<m81HGeGSTz7I-^%!OP9!@|P;
zTgdzl?PaU3uCDp{bUNscrfvE6`||GYlJt+Wto)>+6}F~hQ|jqwKW79j^;(#GyszTd
z7frL=TP?HA^Ocm9na#}1Dt>%;nEij<_la}n^jMd_V_>**=T2Od<|qI2#>&df3l}bA
zXlUn`PkMG{roO2Ii{pX2yUPRD#aKSh{%|hqiou*opZ<Pt*l&Mf0po$F=9Cw2Zf>4o
zQK)1h#S1!A@Y~zl-m;x1mTcVU*t#nH{5*@oM=W7$qgq+H#S%U~I{JTKg`yV2!-o%N
z7$h<sI&{b&@em7-j77jJ50@0Bxa~oT*I&=#m9PI}xGHRI*W=^;kB{|AXIxn!Xk=_$
z`0Y(3kA%U4rN@^qU7Gmz*4Bv4X}mEpF&7rQ^P6N}<5{<E9VpQ?H8+3$yE8RCUD?=J
zm?0rE^XEDF^%pZHOrFflup)N1SsRb!r&HIp%Uipfn-A~jzrDEq;gl(%t9hb>#Pr!B
zvM2PoxVRiRf1ZEg!i5s{bvFBcz0zK(EI8A~%xp!#%^Noo-rU$|QUA||iJAH0s!;7O
zZ*Pacig01zahEtZ!;o3sZ;nI1oUK9Gn;Z3^2ZROpa`W@^gU<Vn*j1ug_WoY4Td&l^
zTU)aQSQxivUqAQx#+frdXJ!~Odr#MM{r>K*Vg9{6HriH2+m}5tmzI`({5<S`_f65G
zU82Tj+Ect#wZhi?=<i+dorAkanthIa{*6hOHmP1%AAj&qtjl{1Q&Z8)%X|-ie0==k
zVt4)?Y4dmT;nji{?H~8>YL%E~T{+OgDXh??^yly2!vFtjS1Joiwzsmeu`LQ*>?R}T
z<<jc5FyO&y{rxR-=gOA7z18~SMTU%Bjl|hmrq!9Dj~^ax-<WiiYl?onT<~(g+RWLf
zJ~KOua<R^{scicD`@8e{>-)pqKxy*BL3W0Q7cX9z^QqN_9zJyGk`S-78B0Qh<o9KY
zk9K}`y664%Rl|CHg|0ST%{8VTY(?#@>*Dv{i^wjB&<OmOkld_tac^}wkAwlk_4V<`
zn^?IgOr5G)s$x_ey*=;fpP!$54?9^N=<eVOZf4`Xuq8A2&aP5W3E`TOqB6@g``e|*
zesir_*R0X0`SGxQMbOey-rtWOIl^FIBF^IIP*P&jCu8~Pp0PQL;{oyb8pi18=$QR=
zvYnls>uct?Ew0SHyvTdHo<{sWn|Js2X3yFFQA^q^=fJ^c_WS=`-`<mzFkskG$UMVd
z{y}Gs%Eq<P+n-7LoQrDK_`hMJ<D?B6Hy-S_|JQMAYqqk1fxzwU`O~e0W^UY^em?2c
z6wPCdak;m*O|=pdJlWy5yji1b{avet*IzHZ{yP4qjR4ER9Z`>bqxExgb3wj;@wG}P
zZjS`01v=9xHLfbAQ%IFTA}wyujw~fzUEb^KVw;yPU0S#sWYX5HrSlT!Tg`pft8Gy<
z|9p34^tPPN{Cz*!%HQ7um2q)DH~#+q{`lYD-$8a+u|7M@Z{O12&;RK0<Bz}J@84hK
zeR^;8cL5=xrmC;6_Wl<?cS}mbT5LtE^o<RSH@3a~Yp;HBf62Eukv{WmB%{_&+sYQm
z7~nVGu6EZI#S=D`*4Bsb-ILp0_V&=*+uJX0%Z=7MzS!yei;K!U@^&)U*To(Ng~-Ll
z?$Z5fDoUS4#l_n%FZWNrzpob5cbqtLCTDeZ^^31nQ?x?4Bqb#+N?(ca$=P(wwJuk(
zw3OVoZQC*7pb#z5b91fRo!j{oEi5E7H8nSE+SJtAnz-lY>TSC$t*jos-~S(Umg_R#
z*=*+K+o#Jte)6PcbNcy5$9knfF}W&iEtjK!fUt10?`*S$RbOA7IC0{@*Voq{zI@rq
zEv~n~tyfATco`2U*?{`J-{0N!@b+%ryVv$gmg$=}Zx&pCUHI&bBq%G?|NE&fBrKem
zp3d$l@ZiM@4ryuWh=_;<j?HWx-Q9<;t&I*`6`~2sB3!LZnwpw7b{4Dm$=P<@xDj#W
z*fA#o77Y=uh{(u=DJLfhurQXsy3)9GsVb;s{_&$CWL=Epv}w~$oH}*rXt(&rs;^lk
zZ*Pgl#l`*n+*(q^BqP%>*Sax!dqde<hHFwGCzO<w3_z2Jd#gl~kM%Te-)^4GyQt>a
zF*eUtSyxwqN_^0AzBg}jN?u%G)SBw`Dk4QKC@2V2+P=B9l^Zl1@aE>`-uG=n6DzAf
zJYc-GHoCo~g#~mb*M~1(KnuR+*;cpx`ubYg&`^+(k+Gw%&#hO=G+=*SE$C!{dwZ)j
zqPOY1dHYsSLZZXE{M~}2qg^ZF_uIJy9{KzGdt!EW_bk)weP7CN-M;<!=H~Q*@^aAK
z-Elv=`@6fjqqbx)wmLN?AMbm3YO3~*qNiMXaeF$Vwq`v%t-s&p>#M7RVq$F*CJ2Bk
z|Gm}Uk3Bx#FDM|;aN|bAl{JyVTeGjb6%`r1yStm+-`}63siC2P0d(}8*HkUgAb^pP
zk$|9JW7O6x$@>)=aeH=r?Coe~=YMo&rtyx7k4k=Xtyq@^b^iPN`|-E8w*yvR1*L|=
z?fl^SZBq4AuhwP0vlo@Uy|ts{r4T3#KR-YJ_{GJ=9X&lR{c^S!c9p*VBdZg&RqMkS
z%@5!2JA{c{Sjc=Js+r5v%Zuw+zkL5(>+(hE=jY8Z%@)ha&0X5(8uElAsZPGc?@Qmi
z`}_Oj_EtUo_xJaYx7+VmJP{S;S{v4Vb8~v~uP-k%E-YZYwm!Z;>*^{`+3pU|avsOE
zVa_W<q_!76$@AQ}X;YI%SHSA4#~yn!9v0)9>&HITi*;!b=hmp)n5`3btGceg?z}Q&
z-?t-6zkDfqQDSxD_U-+K^W)aLCnYHb1qJo2)|zLpWNK?GYiVg&P*Bj|w9vqAe)!X^
zn>IBma2(rn{{H&wuM;yff1XnFuBx&U5*D5~c`~!LwKXVjG6+aZbMKAgpX$ZR&CM;M
z9rkAGd2@Ajc1}*t6DLkIY~5<=HB~FLV7aqR1;dv&nG#CBZs#*(^J=j~trh$C@81l&
zTB}#r*PoASUcs<&qvNIxnU~dgB#l@^wZmKr3JkKYtWYdf(RyT-cc&xqaNEIi=lHU(
zuXCMkmb;|S#l?j+^K;sR+xd-NQyU&6G;C!P-QYXhEb+yKg&VeRJqkLqFT8mLL!ma;
zNvC(yrrg<k^v)zF)|Y2y8cSFfsa(2r$)NmQOv&qOzOOu7TtY7FP;KS9*uC}G^!Pf>
zQk6wYy~`I((20nSPChfk5R`mCZg}t@VWo1Q;MW%ym4E#D_2}YachHL4U*F$@Mw^th
zc*4RC^xHF)zGjj(mkP@j5N#08?qy_V^N{UaaUwanIc0Iy)m0z9er*j}d1Q`dal!9z
zxgg^vPny(}d3o8xCnqPrxVl>WSfA|gTea_8TtZkvS2F$h$>^o};649_YYS?=)vUd^
zIo<!7luK(%bf8BVs3nwseqQ4HdwcIpa{B4D`fAd@KR-bY3Mtd9mekYJKm#*D$CZ>8
z9SU2@_2JFTL~pM&wGSVUgH$`MzM6EfiS<}i^2<w0*O+#2akjTldSg@bLtt;!S5Tq7
zvFNE6kDN`!D~}MCoI5)No!j|9<3CJHOrY_Z6LVTy8Eva1!gAKcaDp5M>UHx-oAG@6
z_AO$2o@~_iJl#?irOgM|YN%L;t_o?KKVLpXOZ3^fx!uv*^E_oceeS%xyc~45-HQ?{
z&_-cjUL~dC=MNKaOj;DgSp1x6jp+;9xt7Ij!OMIMuSw-(35e>MnR!gxRr0dwU^DyU
zb91dh7iSq687=8^QPa}V;n}xu9|u2w`}XbTzrMa!FI7=en$)~5mRH;K-5thfXN_~b
z6@Q5rwYRplw<mvjaZ$#{PlXX=;F>jS9=v_q%f>5}@cG%<8=F$QuS`6_@|5p`Rp~1c
z&|sN-{hx`<dpbH!9JnMTVa%3sf#JrUn;+U=$Sz&7B;nPSmB$hnt}*Rca_|`2$*`xV
zrapZAn%mpk`^;=}e)If$Q>=t$3iP@)AMF-TetfJq<I)n&x?eBVr|3imy^3&gQBj|&
z_4MwfLs8B58pBqf4bJ}a>9l@9Ny!u|v5Aq7R%)nZhpq~7jERx?_U2~umoFtXe?A_6
z({wo+w5?^C&rBw9aq%?~8=1bozCPVbNKo)(;8ZP#8k-H}`V;2mS*W&dW!u{d$`Y5B
zcoq~E9{lw5^u+~^%%DcA?z$Tak(;+{Y1zKrT*@q`W5EK2oM%RXRou({=btk^usU>g
zSdhDtlG4siTUcsp8rpap7bxU;F5EsTI=f?0$Naiqorj$|RgN8FI~ljsYwCmN&(rTr
zD*F4Ybfxmdp4PUuq(d#7pwX+Eni^1I>G&6UwCli;&W5Q|6TMIMN(ZScNpf>@A8z3k
z?rA=0sWZi+Dko=x=ZiZ#jraZi7JX-TIsfNpXPv96c3qk1(Kc!FWYE>vbL?uR_EvvC
zHp4J^M`>qA$34I2=MG$tXa4@4x%ipHwxt4lAN-739KJs8!^e+}UP~ugiA}tjoZRfw
zv~;PeTfbcIv0iCq4GoUjX1SBBgiiXr+i<~mw%Nhcr@Ie3b#}bCyCS4bSF=}|IeI%N
z>9I=nvUyL_0i7=X@uItYVT8uS9*#vCT|w;%Rnefk=@&RQ2ka`z1TD(;n`;&1t~8T_
zhv&$Lhld}&cmX=%d1315Y2XkH-jd92kRkBk6&DLTvwWRKsnR6Sd=}_NFOA4eD%aLV
zAD4`CF*+0+cw$LKMTLT)p<wm5H;!3ZT6X__Bu7L>ddhaIl)bv5*&}7j1=@;Xo-enn
z?5!3kfg6QR)n?}8JTTAJ!K>@x6p?FEY45MB3<i~Nn>KBV$QC#$uzk@4&y#m2U0UKP
z%)-tNN`pb}N}aa$Iwfaj7|MuwxwyP{U&^#+Z=;$okG5Gv_Kdw7HW>W)^-D=fiRs?G
zduvQPQaXBhjV#~2dk5;v<>cfT)c>oA*;^I*%0p%1lP4*lvyjuz&2fBxZ!f6%-SNr2
zm8&f{s7sXj*?IPLv6HO?Jyo_}0}TuQ`ttH{RI|sj9ipv1liJ(aCrz5PA^p7Ek|j$P
zBp>g)Gbt&}M2Z(wK!|FG9XNfO+k3j6>rA86C4H_gF0QUmPdOwlO7!+BGP<x)dHa$X
zlGmhMmNjdeolsdBq6G?@xVSjbIPbOf@%p7IS}C*5at|$X?G9Mz#Cm3?G5b{Q@M)kd
zBC0ATcHqUuhUwxPa-|PM9e$H@a}z6Q0PyFhrw`x1KOfcXajZg%Yvz{N-DQan4m1`N
z6&(V#-`2<3u2c?Gw5a@~0_ymwsHi0T{Pa}9qF}+5i5(p)R@~akEny*0P-1fCPQuzm
zF~2z$jgHN1lG(lM_x<vE<>B&$EoP&m+S|$gb_YQNix(~gfLyh5<;o!UMNFVUDxVn!
zj1wnLlrT=?`StCsHYj?vPTBnx`SH$LL5JtVclL;Ek;;V&7gn~letUV@9b_c`jT;J+
zr|ni<nt6E{$m>kZ%uD-RST!^?IfIw`9lg0Z{o?lgc)kxxN{gDNgOmj){4UG$)O-|?
zEihBf%<ROIsrvD9!s>o4YuD<E>BV%Mp04jL+sW17w)o(oR_=|JpVLfoZ;5~gZDnL+
z!13^GL5$^LP0elF+Jb{3vPC?1ZauclcXrQKx091pm-e~3<Tox~6fiMhWsvHUB})=O
zO=d5zN1B?h7k+(x4LZzhie@mIcGwz+xmKm%D*V}z!-os3PR+AzyBuUy#<FJZQa{(9
z8r!cG6c-=<^z^jl?%oqE8#X$+HU+J0S-xD|$;qkU#RbJ3J9jQDe0(hE_@bJkM@Kk&
z<ZPvG-n<DKNwNF?r+B5Zpy0%vff@|{{t7BA7BvzD#mo`eB9fpH#Nh0bmzP{YfycK)
zw6&|J=;^7%OG`YD>1s~bi=AX8^t73sU#=iRLs0Of^Uk6JOFSFq%5F$tJP@@Qv~C_W
zZK<TJ{P6MP!-)%B)H-^3wSuflUNpSl|6i_O&i2roo0}(2nxs^!QpNA-=?R+u0d-LJ
z)&4$o`?j>0m>8%oRx1AX@%VxIf6OiI%$w7h*O>Z51qBJI`OoXwoPK^${Qf!_F|U+G
zH*PFYI(q03ld@Zn!{=vbKVFZo2Muflxi6~MR99!`7SlQK?Ck7|Ya)&LxK)*uDg(3{
zCn`5SJKHF0&2UXhO}jke#WdaM3u_{cL3Qg^wuzlWE`cIT`5dR*|MvEF`@g@x51%{7
z=jiB|ab?BCD-&PHva+xwJUKB@BXpGrsLB8A>}+q@&W?^3_21qyv+*!^O<~xU#~P76
zW6sv>>!1sr3(Cqs>;1ENm4uHyTo|Gfx+X&K<;$0#v)qM*gf47Mc8@47+IbRmwSZf%
z6zkTg-k+bJFD`z54qPanS{<aSpv!w>uXIQMb4^XPXE!#2uh+ejWeU26D609ykwR@Q
zQBN^3G0^#2QQLAl_y7CF&B(|Y<i2S8mj?%#K}D377MK0MAIj_%f`SumG^ZZ;@X+D(
zv;*hn-kFr-BxhH{VQ+75Q~8O-&d%<|)z#ClOze1JyK$qVYuHSqRD;4tE*2IRpn)e2
zPR@x|LVuf&9C7iPX~g>c{CxNS|NdI)OzG%&verj3;gQRMgNzY7E)<C9oQz6JQUXO)
z@$+*F<M-En`1bADhJZy%4ZXZtmu_v(?_cQL4k|b|r=NE#D%x~q;tSKF_Et7lR!R1X
zo40R!%XW8kyf}MnJ9`@+tDL>roJo_WsFW&I_0E|iqZ6}302Cef_E@&J3W+M_<OEDy
z7NP}Ox4$LpDriCMp;@NcOZr^aZ%jPQrW3h|WvW)_p*fbtpu7f3@q&Lh-_g}v8!f$U
zNx|>cIk`7BFm{XUyB+Nkefa)8KR-YJN@c-7yN4?^Qp7+#>AJta4jwzk=IH47;nSx{
zRzkMVK~Z2)pb!)k^x^gT{h*Wxj;bnic7CS6zZlKT90CLmL^+3nrU@OJ*%U1;B|$m)
z|G&RW`&?Xpc4(WO(AkoETg<tg4>abIc79&3ik|S)-rwKfOSiZ7NgB6-TTv!kv(s-(
z5|TWrt7$aZdd8oVlhuEGJT8B6cX>Y8g~`dyXPSam9=Wj4`QkEP={NWGO0N!IKg~+$
zVLkJnbMx){8JXF@8FZ#zE0cs7PsZhA1uSn~U1bn=^M3a;YH|Jlf1rz+vw0UOfhsQP
zyu7>_CYeH@d7+ArNpozg!(Mr$>6S-i6ciZDGSBaOd3kv;D8J9#c4;Z^@+B6QjNRhQ
z&(C?zJ+bELHL2+Bd8T~ascRiWOg3(GOj}y|`kI7Ujs$3MD{^z1qM>2nD~~j70|No?
zX*!MV?d+gi<PsOUxP+K&$<2<~`SA&-LAKa|C}$%XAHNj4DVLY~&(|yESafJnfX0KD
zFFQda-wzHp7ZepaU0&v^$kBA=;+azy7rPr)eaXl$kpd-(`E|cmf~uH~Pwff}^X46x
zs@>MO=-jyj?(&j(%bg}iXFpkY>&2Colfe_3g-6+D%7%xB`^+-oJa_IK=mx*-OGGwR
ze}8xI`gL*t`F2NdY)l6AA;2l-seX9);b|i2>4&F@T$5^j_3!U*(BLa*Nc?fXeUX9X
zM9GBY<}*R7!`6bv6kJ?g6Q7-#>EYoq!D>>Zhlj_3DVo8c@gY!*G>8idipH*uW>$7%
z2n+-d;c>YpB`GcQnc2iGuD9Wuf{}7g&V<Myt*Jl${eFLOUv2f9+uQk9hplZoaq=na
ztDlT<x=~vWe0g~}F+E+qR0mXNEev3|U(dfKpa0EW?ln<IgM+vt{QUSp6S-@nw=YUP
zJq=V;y0J{$e|Dmzb=4P*U*FzxFAeI{jo!AP^7FGGcdbqTemv%{sIFdI^70a>dFC!(
zs{*Q67d4f?k+`s&e?bUS^frbyrd(%UU0rQh^u%L|UaZvX>+93kI;OZ;*i1PyYxi#J
zD_N$XQP1W6^A{x_@6!ldGvms}t~tu?eFtvemX2CG4b*%*u_t5&!-}g1&dqi3;kmF;
z`9PHN{f*ZYjPmbvIi>k740vGw|7U-p_bK`MKL>R+f4+HlcQ+`c=h@YE6+S*z2u^>~
z@91jE*Ymu&&Hm>j`}QSIHvj(q{_yqd;ukMoTw~gCMr8XU0Y;0uKNi2fykvG1*pPZ!
zY)i&Pr&k`XPEJltbw3`mgW7i=9vlQk`tvLS!HJbtb$2$Xx(e`s7J)qJexBXi$jqJu
z>Fu2n2+t8<%(%FS)vZUOamEaZGjlA3!E<Itm04S*K&|hB0)wcnSw}&sIpto|HWs%&
zmU(ujb0!IitCuQGo^GvEa(i2D#?@7#pz9){nosy_-00ZyKiBi;kH`I>ZCQW*{eFLE
z(x-W#>SU?+^hI7%wLX0R-oAVHZg6s5qReq%g5m-7`3%3mGyngqzu>y}+*3<f+1NlX
z{P5ueXxc+7Y>h^#iqa&G?TZ9#pM(0xcXyk+1ReoZZJScPS1Qk3qU_!Wx+mSk+xzgT
zsoEEp`^$rq_Q}I1Cp)~q*Jdd_+njlAl;_+NDzbJp63uM9pdA=t>tZ_Z?X3pYa4JVc
zrCrWvURxvS)+f^m>P<g8GqdBd(Z%v_e>PnB`1p7+C}m&#Jj<Njt(R$@Epys=wxr~x
zeknzuai;kA_#;P-B)qw?@x{HpAb)uz<>Uz1x-Se!I59!-#f^>1ptAOU-EZD1J>lBy
zj~_pRmhONCwLnqv<ix}Pt*PKf!6bf1hJC-^)kg=_{hu2hbnoEjt;fRSYg;EOyB|7q
z$mvyti;7{Mt727a@N&O}<?ruZcv%8Ejt0`pz8SpwDrmwS)OHSA8<qI>*48<z9bH_$
zSS|OH+_vOJ2{=3cyZCvl+v{s<1qB2SL^XFX6dYx{s0~_VvDmHGDJDiH?d+`92tDDy
z?ys+{J-jLPbimfE&@(fQ+gsTL1uxDv$!6=3%e~QMlr6S>$)45&2OM;wxA9EX4nOwh
z=H|$3fr%4~etmg)c`2Wxig}a5fy<YL&GYUY`1kiWXvj}YH_AbPW#!_Nmlis=KY09@
zd2d`lXx&Ki@jh@JGs)bMA?pf5-d(0|Z<*h`X%N%p*?!rZPu7YhKR-Wt?Z=bq^F3rc
zJ5pM-%{t-^pFGJatnTM>b5rWZnx927_H{9@JT{d)KPUT`VLd#;ZWk3X{rS_dDYY^6
zbVKs-C4MU2<?rvAUXyx!tT%bBql<oGa`Ow`S!TIifs5S~?d;@?)6X5*oPK^upNjTQ
z<~@3`yILHZ*+83zz@4NodPUop962hvZOMjfCzS2%<R+{68eNkD$*n(hjP0T{M^i)o
z{=Z^#tx6ApW<-jfdd-{k>Ho^BS!d>2i{IX!?>^fs7c^gY<JK)NP&44fmzv+YA8w`}
zczF20si`)qPybhMyatNIY+j`*)p=b`U&PMMv+a)CTjjVmEcx;>-;C?)=3beo^8NSw
z{fBSgmVSC_s&hhu!Yq?aB~Xc`bh-4K&V|+D3&NPC&6(cb_MYoew8pgKMQ&k*#>Hrj
z@O3g@s%*>N-RV5uFTWU6j0G-gxw28E_`?IoA3uILh`55Ak*D~do@QRe@#YSvO(j#w
z8;%Xv64pAp<hMo#cHC=H;P~-ucK(N(>GL1HxVRWJ)xPlZ%O!oPowv8=gUYFm8#jW=
zG*D|y@agpR`^|DZEsI!wd<{R~lij<!{QaTx=lM5o+$iJY=aS#r%iH9)oVi@(ud%zk
zJ7_=t)6>(BcZq5je0dSLQdxA@jvW@Dd4=iv@y8w<Y&NX<Q2=t_qWU9Ik994rn1t1(
z!t&QdBxV%Mm<duk$3k$rUhJU*jm(xa=5*ZSl9o>M6LAG?dS70<XQ`U+EKpeuYLZ(P
zt0g5RE$Iu%*tB`GVfnk5KR=((mwDjo;`08<kB^VjO3&8l$Hg`D^G}$;ab_N`O|4ex
zBB#mLIwsq%JxC~0s*29ZnPIs$to!rx^UBJ~&aX7o90gcv{(ij<8oL0sjGmsJKKtl2
zkwB4+WpATEi{q}Y3T@uM-~QBeeSJ`^X2fVUmk-p&%*tAICD7;igM$v!^$uKI+%{D@
zEg+i#v=wNYeth4m(A9_T-<KEF3YlOfBsi19%<N1|MTNz=dA7g%pEv%$EVz7;#;mi3
zD^$IwwalL{uNAVQA-?{vXgk0BG^?OS>xvHwX=i3IW@l%E%Jp7pb8z2xX2*pK0WmuY
z8n+(Xtr02o;VY|Fh{2g#2F+2A4>U6Wc)5IjM7F@i{fB}B&rI=Ke)wp&xMA@#pE=g$
zd~$Mf9esUnRaI6ov9XFAOeI#b>tc7eU0&}07&K5{``c{J+_|6UuuYmcu`zhL-@|uz
zcXM!aA8uyn2Mu!W*uC3%X^`h%6K<cKMNbttm_P}!ql2U5&5eyG^rr5q{cQ$XvISbq
zc4~^|k8ij07Y1xl_i}N`Uv@RC@aL!0KYu=-2TiTsxqJ8HmzTjymM%Sb_AGCcg2Vdj
zpoIhZYe3f#7XJE@d1q%a`@)3_D}H=XTo=C|6pCVRZ*o69#mLqAaLSYpj>DRot~;)Q
zx)h)p=F(Ro*Q8v&ockes*yrWfs+6>}LkABsHYq4rTT4eqMxHo%(va`FRlx%WCT8Zq
z?Rl|Vvaj<Q8XA81`0?Omb$<qlS<0)!);iVH*vvA?Y;x<Ba$I~-!NNk~=FOWy_D7k_
zD?TKYyu8GEykA~_Q*_XyM~@6LFR8@rEMkqX|7!}$CKsbGzbpX_lW*Q^>=Ia$x^`p!
zeY-XB`{hbsT`{~Sb?@H2V^PlQuP2|KW!ll%={Q-<_relS;T2c2Kw}nBYr|eGkNCjG
zYn0<@Stk>*Z;wZw=gGCEdhz>u9Glq+4J-x!YUkw4(46YkdTnj=V&B<j8#ZrtetvE)
zXcD-hvQkoCZMpw^&>e&eL$n?~d)5Y;`uO+v_l>>P<_rp;EzJM_n%}u|=fRUFEb8j&
zAkX{GHk<nEr6?CWJNu8HKM&r$E4%;SFKs?qt0~X_E%%?Vq^IZiYDT{6>Z?wRFFx6+
zYi%uE{OruZK3VGv+j66QW*VuUx6W{Jami0gO>GTZ8?_MRrtRC0r_Zl#le4XQu(;pO
zXrFZbt1FtIrr{!uLub$O*8ctmy3zOBySv;B9$sFDCMvr>c=U)#U0vP6$_msV`|)CN
z|Cz^AMA_L7oaZknXAfJ)!Y6m8`v2wS4uY#pm-)>-71iAFPZX4a-f1<5uQhvdeZBm%
zb91?^t*wt7IijGa$EP**)DOL`ty@j!%$*Brd7qhO%KiKMd(iyIuJZSBDce)`tO#7}
z_Tl44(6C(ExjCILUSu$UMoH#a7H=qg?6y*Q-&EV`ZwZInc#r)Ta}~_Kw&q}$sCK~K
zs!~X?<-7j6v&hl#Yf{W?JO|FqG=BKxNz05G5-MtHPD_Injf{jC0`^oCf>z7j*-==T
z)oWM#>%gsBQLmPVSxA{O9qVD7G`TTybHfUa!*8S3KHT5jw8Za67^qcxcDDKRouJ;#
zyM!XpqL=#aUf!y;pwi>gB_YtsT79zC1z%r<rlh7y-dEhXZQHRYCnpCk_mf={xtZ;L
z&1YV#@^?MT?tL?^?mKZuS5w`8-jPkIrxm)CK+}^44miZ@C~*AdomyN}w4w5I8fdj`
zXJ;ovoZN$}D*}~QCJPA$3Qmd6{&WBT-}xJ_fz}=;ul@LP`TR#WHYNwT>&G;+F~-+0
z&auh7F-fVbO*q&rpY7Zn#<&PhMRTcMQ0Ei0$f|eiv44Mmf4uB(fAH9`wykV}d(FGQ
z{}&0F60^IE_vxvr&CSis&(6>9XJ+Sn@O*xK+w|$;MMXuRO)<$EC(fG1HPx$is&@FJ
zo14>j6hG%{YHkLVTHsm!$j!^H_%9E*ar^e+^XK`)*To#H|NlGQ!rB@%5DeN^Tl}2w
z(W6HXo;_15J#)RQqvJp;xA=!2ACo~DOgCyv!~FU3j~+h;oA>dkc#yk_(jp}X0TzY>
zz0&3Z%X}n3LkI_(SZ{34m#_QzRJ@|H(sA*{gs-oz3b+bJtre4$l-#gs)1meI|AD4@
zL4{NF_PnESZf*|TU6u=)QVp_SdnhqK-$M22r_=}g|Fe2cW!jd*_~<ccLU)PEfupXk
zrmPp0lk1x>LBOW+lZyXZL2>c+na1ghqPORPTqB%rm%sY5w&v7RHq{~d_x5yNxf0US
z-kyAQRp^T=D}`s7=ksxMb7z=HrKF@dtPD}Iv5{ftlL4KSwJ>aT;6f+Xk~cR5xy5uG
zwq{)gErVJ)KWbstjSY(X{{O31QCA0r+Vk`C*%?||TNRa*oL*JrmpnToX;b${LaLW-
zbK2QM*W>GZv#+mvcsqap(G7`*Ee>>dblmgKTRSm2|IVID;mpj;iZ3q&>wdpAFL`<C
zXhimkt63?jsRs`oVgg;aySrSUiHT{!)vVsF$0n(IKX~{sv1}`wlo?AKAFGgXW2bQA
z1cAeE0|O8I{T;NtdhzD;^GZfWLY9`6AHIJ-ZhpU}d3E^uN3-+yC9ZXJ`PtOVYyAA(
zJ3fYvzP`4owQX*T8|TiIbqQ>7T6m&(*U7!r-xa!)CQY9F@ySWy3=^q2R;60!i!Qu*
zlLMN^oT?Q%>DNk83rN+T{QTTp&;fFM|Nk35D=sSP>G$;aKmPRe^rd~jqAV>fEh;`N
zD4cP9vbul4$49Oe6%`M5zu)(mL0?I!DqmD9q(P&rqp#0w-67BbKf|7oY|yNlR4<#R
zre;THC+Kd|bMx)zr#qB~g^As{bLY&WYYlG683}LhaO%YI$k_34Fin`7d!vs@A}sgL
z9?jBA<~FRnd@>dZYfR<r>w37w^$r|9%<SC81NOF)W$mvoFN4|@Uhdej!(sJR(0q1B
zSC>;OmuSH5vRqKwKYElEw0y6o#^%uB!-`!>QCl(^xyAJymIfU>eVV&p-o9<?R?|a=
z4}W}ckU3^Y0b{SUdE4~q(+f{#22Pzkxmi>@Ea6y><d4ti?FGfe*!ITFe{NW{S1vCv
z@5P;+n|0#*K{E!we}k^%JpXp)%$YmN-b#TSdgDgK6pcV8K0dyn<ElzZ!cX43$*D0`
zFftN)_wL<_$jxdpGBTh!6p)pLg@vHWySVl4pP!vA{P(Bw#*G^b0vEe=bapnjwzh7(
z23p?x_*n19i|+C#Ki!(O{z}$^@An&51~=OOXK`}=fBiy5+{;T2%l#U7(&x0cwkDpN
zW0}9kbe?TBTXb|ZsFq*PxhQhZRM-4PSF;3#g_CWv&K`PHzc_r-<jE5!O=9x)_O`IL
zc3v8!sHn&|ZQ3-AxIGp|#>R=MsjWM9SY((;fmQ>aJ9jR~eyP*sS+hXL3!Is4e!e2=
zO!uBWdp=x`uRrM8RvpjG#AJ|iVuCrJMedy)hM<v(X}Zx~veP>{e5Qo0KDs&m{DR9b
z1D5&BwAtzw6eJWB9GsY$*%`Fd3zQ=`IXMGXhG+yXI^w<6ty4(#!ILK{UxT%5G&LO@
z7&a6re)#cmwfyA;j2r6h6%JodeS2%Ggi*=~Z}+`+>k|*RMQli5%;r`4b^XQ-g)09=
z8jpT_d<<UIFK^!`{@>Hm(lYV?zrPt57BpT7{0!QLa6P{M?=9ubxpU`!yc!<=uwA~+
z;p(c;?ti<JTwGj=%08(W<VqF1xp8{6Sxju>{(nrfOeR{T%H;=Ve|deKA2i7K_0`o#
zP<v5r|JN)RH8%m4EqQmPK%K`E6O|Lw)2BcGcjZb*%<eMZS2OfE`T39UEPfuh>+YpX
zLi1}rae@{!fL5AEZOzg#>FDTKa%~Z-fCNX69Pf==&-Ut@T`REaI<sfxwI5$D`)@3K
z>~?0py}W7G6;OZVeQPi8qMD$6HI<;g)#>T_?!8i`J=?QQq+<3|1iq@!x2*kTBDa6T
zlB<_53xh_=e|>#@abxmv8}HW6jt-Bc)YDA={vFtq>hSf||J|`7jo#B4=K8&Ashne3
z%r<f2#LB$SU%nh!<l4QV?r#-rmCOv65S9%a9jElKS+m9<;Q&L<ogIR)yUR@F;>$ii
z^Hot%@sK^Q@!e#~otsjAetw_^Cg?&`L1niY*YBk&DJcafrLywKaOB)#DS6HIWFKeY
zPooLb)Jm-u&zUpFX8A%3E32dz7Z!5x@g3Wcc=*AK7aFB5N?J}9$;~SoRMgaxZf;7A
z*j1v*;&@=8bNh#f?ebo-+zbW(|J8!Z@4&#ojO*)UYieph&8&476qJ;VR6RWpe0q9d
zl4^q&>zkX*S5~W+YB5x1_nPJ2I&l0r``cSvA9L|4X$kz%ZR47w(RJd~sj9~(rCles
zwz9VINH&2sN<2K&YEk}9=F~J@?zu-!yG-?3TDbLC3#agf_3`#QcI;39jeSn<;hGV&
z(qwm2kN`_WboA`IpVf@apG9TAnCg|W?>FC~)!I7G&N4eWEm#@A*mPuTo72Jr4-dEZ
zZgsoAulC`iN1rZDTp#jf!!?DK1xMLLcbqxn<1^cgmtW4tV6`Ztq@<*WmzUGVq@$oU
zCZG&zVd3zqzNkq-K~a%0Ypc|{b?Yv?{<`Vkt`}dcUX)lx#_N<=$$qKYyT<sL9&1@?
zsp)FQ+^Dr;_wL=xxVvlXmB5Y_45=w8peDqzxz^<=e>Yp~PfbfxQZy7aJKA;d+f8GQ
zHESlkdhp@XO3l_cKcfyGJ<7UBW7D-0?LARz#imW07UW*3yEcqFP~_pGM@+4UY}DjB
z7IEy2>lajZTL9WHaojNb(_c<!SGRW`&RkmRz1U}_(S_GvgWR<WxLTRE=iLQ)1+;WI
zA}Y#B#P#HCshup24NeOkA|fQ5oSi{y<W?&0HG96;y&qH+Z^^vu_R3=YSqU+*wvG;t
zoBuwo3DGKibc8eK#s<c(udlbawzlT%6X%|!(PdHfMPr^#rBbPgl2(GHrR9#QuUeqZ
zObeY@H?K66v#DU<UMlqXcwg(OOF~Kvj%xPzeV1OVuuJ~^?QLphZH--WJD+UI&%bK}
zGzxxxN(HqHOJ83zy|&MFrUJ)>*Iz9PA06>#{<-o4XyvZc(x8Kf4>QZj$+`Y(mr3~X
zaNeXzO>5TZY{|PDHSKO`s}rNRxHzcrj@@0h>CY|=5w1Hs3Yk^Crc5Y31}f*yo%7q~
zIy-2ki<cKy+53CE{{H@v`<188|59bUE`EPrn083VnVCzMs@mAtfSS*d{~k@hFT%xo
zCCgMtN9V$>((DM(jQC4cucbmuy{1koUHdV~&9d&j##FBzJ9ZqnbxZ2)t*w)5qCdYj
z>RQwxYh8BW^5x)Z_xo8LMO^PpdKh^68EDe3VCVjjC+i|6JZ4?2Ft7OC=d*X0DQxfl
z`T1sv)!a9qo~B)S{Z(ypU|)RtgZlRx3<l3k*o&f6U0qrq|D1pF*@K@^&VBpeFiogk
z%c$VLR`L4#xzFR>ch;>feyvda$K2zRasOF=7YGPZ*|^aW!gNvV?&Vd20Hes9905Tv
zn0PWNxw!)Ze8i-sp^8&B-MFCuQLHri=rK01T0y~?I%Z}NwH+r?2phd=f)#^cV4?ua
z!5{x!1E*N=2?`2|8iH1<92S*!QF8z<JdBJ}Dc=0D#42NJl*Uvq4UtbjFDh{`u{b(Z
zRaqq^Cr_L;D{GJMx-V6>C028<7<P1==y?)%{%OZnw|~N}6SuO7YQ}7IR7u_`e)P;4
zpP0Q>qKS!#FK%vD57C-><zmlIBO{}NPftAW?5!4;l$0zeC^(=#zozNbRPED?1Q&;`
zE_`(bbdNU^187?H&6}Qkd#ev$ycj4Z8NVg@INy$4yB4{2i-B^{aYdy?N@uQQ^?vzM
zVqszN;IhB{RM)kN9EZHO9-FN0|KQ1!mbkrD2Tz{#{M57l)ARZDhmIa)T^qGEskym}
z<>wZwP7QuXfe&wP8iO`Iy}Yy(G|#>*_cq(wFzwmp44XD@-dOoLO+`)Z(dYB_$Dhxy
z?|XfHee#C~2X_=aY<lv38AnqCXaW+n_I~;Nx~_e-zZYd+U-#p2zx{{L=k1lPt)tD>
zt1^I6`>s;%{eM1jA3Ag>WomCnN0*$V0BHMI=<2XU(1HQuG@hoWrj*Me;w+3eZ{EDI
zDV1ADNa(}Q=kphPPuJT~_?V52U#@4u1c94Zq|(pNI|>S|y1&03f}Hj0>gwLDZF4lH
zdV$*3_W%DFXY*<W-MFDJX=BpSu7!1ff4#W3*ZR~nUG3F<`-4^<S?WC<H2eZOyJ1Dt
zR;^c8SF_vO+k@(pe}8^@`1?=)(lm4O<mS7(%agypy6WNM<FYa7C}>)0Rp{!Z>+51c
z+dR**#tN`3S-Ldwc%N)XXXnH{0m@2BpA&L(K`W*fq@SOs5xlG?XO>jM!iV)QFR9+y
zRjTd3_TlT--A|sRfYv}sN=i<OJ8de(3tGWc`udupo*v(|Yu7-{zf~bCn?MVCt*oNV
zu9r9pOqeyR>+bII(^}$zbq~soC;D_Q;)srpzOpiy{psoH?Ms&~y)yBW01IRJyE_M0
zg{~G55n*AtkhK-GM%V7o2j`eQ6@vcr?WS(Iv0=l81LE;Dji5Qsn>Qt^_R2-A6<fJ-
zrAFW)mNjeEEUA<1bqPE&(>Og~TTbLny=YaXMT=ZTTtQ8|(%08qTe(D2!m}9;tc~8j
zA?>Ub3p=~?bEhfV;e1=Ot{z(IJzYRnRyT9)!Vs;COTERvyuB^1r>7_2DrjkGdE&$g
zhmVhrCg$eq&d&bzd23s9b8}9S;8XT<pg6k2y+cOdrfM%}c*pVixw(NWgH)5<0!0>H
zf8G0EH+7>T2h*<7*KPXyejKvMc=PY?Z&25XjaN!#cKI?9F4lK<cehWOB4UzrBVby5
zzLJvGt}j)4b=I}(3%Lq@eRb7&x!>GRSEP1+xBb6A=+~#y`WM$mn}ag+R4-8XgJ0h6
zNO*iLYj}8gWJ-vJ$d2modXpwkz6k2ZKNfguZD!W-BL3p*uNgNsDE|9>|No&=r?{&2
z%5k+a85$bysQj!3S|xUAsrTt+0aYI!FgiIqgE9<{gaO0hcK+!{J&kup2Y?nkl)b&B
zsI2V#$p_Sk{E)O(u}evWi*?bWMFp>~>0VhMFQ0m9%EY6k!6L3LZEcSZHnW4KF@Al0
z-7cu?=CCrvYo7l0YoNCN?QOXW!&a-FcbRg3hiGfZz3$%L-onr}jV=y8KG4?6?c2?B
za&uD)A6|L=wWGV+IVea-Mn-1B#EGDjELSE=f|d?~x)}irn{uQ;MR3u_q_rQP&#!k9
zVCj)GW&_nou4@-wewh-V4O*BD8fiWH+I7nP8#fddeV<fa7@{>5wAkm{`}_Too6{C%
zUS788hia?<3us+;=H+EC?(eq;tpv!vzAo{`hD1<SDJhudw9p|VL*vn-N1%bajzu$`
z->KfoW2UO4H0jdkt;bddFW-=V-|oln-=|ky+puLz%k=5fH(uLO_ty$E{Hg9g@5Hie
zA3lAm(lpQJ)zShxWLbbl!RKebph3apV?Cf$lUle@#8uGK)APicGoTHoSz8Or%G_>m
z%Po9zLh#M4t=^Y<UcP(@Y7)G<ww60kWa7MeeP_=2y!cwR;%Zh(O3H_vN+l(wKkq%h
z95~?c<HwH$!OQ(Ntu`%cpR#+$js>Bs!$3<m%HH48jWlx<=-KKv*Q#{E_17R%)~wO#
z0Bu9-5;+G7qeTH40&;SF3l=Ew$XE!Roo#OZ&bYLopkeXi#VX!%#q34De*9RFcXt<P
zQe(}UH46eX0yd?1GB{*ptVlU+IRC!#oCy;Wbj~FuB~6$zrR8utzp}0_uWi+r2V$a1
zN=Df`w;r3O8~x#Gc>F@wZn0xgplV^0u$>4OtDH?m!$f8GMR9wpK<kG?v_xG3T~1C?
zU3mSqpqw1vTt9VBX0`3>cGUf?0&kY%J9+XXXbb43&6|6hA4FzP&`eHl_IMUoWA5~-
zTy5U+01W|Y>2BNVZx247w>O{nV&de<&7f(v(A8m+WMgMl8}6_9X>{k#ogVSmcPgcu
z6c$8n&6>1#Ue#VXQSGpn`Sa(0oGY|62sD?U{QBD3jC*@5tG>QswYIhvlX7thSrB)J
zZRT%xzReOv*}bv5%RnW$`(n4=9&P158OtWWxmE`c9(3GvUDwP^Ok6+CWZsr<HJ=?8
z1}rFgdMZF`>ZF*{U#o0E<NGHkt3O|9ns;|s>(=b+iz+`qdvSZazSk6ugHg>sa?;W+
zMrvJ3n>KBlFl}1flqn)lo;*>|)Z|>GAr&s~;VQtQqOP9&?99xH4-Xg*9XbRWv}ACI
zijorHVg)TGj0{|I{WWOw`<IuO+27vY-tM)u$!Xz%$H)6YGr3zbFSCI*J1%jZ?X|S2
zyW4x-?VOyP1(#ng2wDm1q^@=o6BHD+-MQ7x&5iBSrAwe(xMYdSja#=4-MSSew)NPW
z$jzY6ii?X2=$!Fm!FFG&Y=3=ushqhsaBY++s1SL3d%L;Z_g_CgCWH1<tc~98w%l*7
z%34sP@4=%-NjV{%i#W2gvtN{0MMOn;ePa^|tOG^jvLgLwpvkqA6qPAnsyR71A8zOG
z2h9!GR)3rFC22{3255i=G{7)(=FE<+E~9(PFTcF7Hro8g&6}Rn{6$<XtgVxuoR|n2
zzzbU!!<n6(4H~5@eRbvFg@w+6+j1gL-d}h^R$|t)X>Fi$j_>R&1}&uh`1tt5nKMCC
z$kO*&m6ViD`LADP>NQ29ajJIsqMVzXemv^d4_FnVd2-#;CWQx&j&_4K7+ku1`STU2
zs=adYbw5?ttXZQ{{kJH)H*m2VX#F;5*?(MQw#QwI6MugfXZL=7etvPx&LU7=G?C&3
zEqea+^tAW9$uDX*Y;;r!UZip8+BLD*-DRzD>)TsfAI@JLwz^e;W0Dy!gY)M@r%!X=
z-kx9obQKfmJkm{1g<J(e6Sdp#*LBaBA+coX(uL0Ld<DhD%~PjN&6&lzNaN74V{Eck
zB@VmG-X<g_GS2m5-y6s8?(Tl`iHg#qMXKAcy|}cL+a<7O<+TY}Wv+UA<M{RU^>c1-
zdpq^}?He~FjJ;h&V54A%H>aPUFl$y;(AGAMu9&Tku1uh$xhzEM;hQ&qPW^sTzzEuw
z*(I+3@7C|969U&?KYZ#Gm#B8wnaSRIt!{ctgF1~;Pwly)GAY_mNl7beikGU_RIRTd
zjk4xTqYmG_YwNGKGxl&~c0k~<V{8-8oP5}n+jTSUOeR;Pud2GBpr~%qzHcWiZ+Bbz
zDz0AnM5QYHk}or~A+1#9PoH)-jwZd%5<Z7#&H^lt=P!Eq^ZAMZjg+5z=ATzRUUNR3
zMd5c(jqKBtbLMFaO3pZae&_S~%bgZBI4SP`t{s0yqifNXiE*<HzxU6HcehM8X{}nZ
zV8-R*sm7qKhaHPLu3QOGQB`$Zf8ASl`2o$TUMXp5O4ioWfq{V=wrrVVb;+B>(V?iw
zXiJptqD70A^d(=COioUoIA@N|?H;eCLY$nO7cxvd{QTOymQG47oO$0RuqA5kG%Gei
zQK7wY{adz}Y+h+9!o_;&^5unLs|96cbx%h*FAPvnRb{oB%jZAOW}?+O`?Q{}u1Qb7
z1}+Rx(9`1sjdX(e-?uw0bf~GZDJm+OFlP>rwzhWUzG*)_1z28ut-2;<q}bv5*Sb$-
z`m9-9=jK{JzP2`c!?tbHto#<9JawumZoT_Vqtuk!C$GLNx$v@NlTMqD=3=+Sjc$t_
zHzplj()Y=$NkPHXRP^J=j|Bw<6W)GLt`l|ztwD^~S)>Zy0wANL<#6)kNl>GBUCd5U
zW?1=HWY(KEIgpLHVcYC)`#!YF<B~L$;w>sF0!_iJT)ZdD&5iBRqelt(`TDotAOEA)
zrDSAm3_4+j2XsV-McUi{j8=VL!py@I3mF&~R7+eVN>UO_QmvAUQWHy38H@~!jCBnx
zbq!2H42`XfEUiopv<(cb3=BS>;<iW8kei>9nO2EgL(}xl%?u0-8gLs*GILXlOA>Pn
zaO=6+G%1FGfk6_aCpbT?q&%@Gm7%=6TrV>(yEr+qAXP8FD1G)j8z}|`1_n=8KbLh*
G2~7YW^43oP

literal 0
HcmV?d00001

diff --git a/slides/src/figs/mem_ref_vec.png b/slides/src/figs/mem_ref_vec.png
new file mode 100644
index 0000000000000000000000000000000000000000..02e14a6f185a0d867058de549d582f7cf5f7e6a2
GIT binary patch
literal 7113
zcmeAS@N?(olHy`uVBq!ia0y~yVDw~QV3gosU|?YQVjQi;z`&r8>=ES4z)+>ez|hdb
z!0?NKfuZ3A14F3+1H-EX1_rAc3=HB0b9M#VFfcGMC3(BMF#K=tKeL~Kfq}EYBeIx*
zf$uN~Gak=hk;1^hz+U3%>&pI|lZ97Sr=k0~00V<mv8Rh;NX4zUb1O@(T-$qmfB2;{
z6~}(>lim>7tN7-^1{Mzm6@g6xOcIy2D0+Xc^1E#IHnTb|e$w|@-?mz+d&*n-URt8-
zYba6ButB9o;9ITX?B34Y93HcK$9`A5iB!4!y`48vGJ4j=W0PLgob#0EU%$TYyK#89
z)ZO2cIa-~btbfEiIsVC%Ret3LUZEjhCcg-+|6vyY_S=f~Ahn<T>-NgbHF>t=*4se-
zr9M&R{5|ZGqORoiS81ef+GyCp_{MGP?Zt9lGes_*YqqzJg6KNjly$psOYtm-rZzRx
zuq%0I`Sw1}y|}WBIsdroueDiA&;38-Ht*N32VV*qTK<ZrHQ$ijbAU&rF4VrnQ-fiO
z=vj{U?7@4J?+1F!mttq=b2dyCT^F;`E_23_nps~Y7%r^dx!&gYYuV|Q5AM9;yd3{u
zouOpk$3Hjggs%yo^UvCJI({WnL-Wo0u&VsPH`XV&%=nh5!%$#fk&=3L_vAA?Ij`r<
zDLc5ad@1V++Z>-4?&<Sx-u^Rt!3pkGO@=-*m02R|VprN}K55^w=K1bbJbwQkuSsCD
z$ePs@tUHm7fwfe5^6!f?-QUFPb7Y<1=VDK=&z-TL<SW<AC9~K4*Ry%=a-H9r&6a~<
zM}__K8%NKWFq|mw;s3g~EOmuZ+9RKbFA^EDxF3nw#|NKyGL2c^-gN)F^SKNGbs3uM
z3?&CkMC8xSU|jHbOJdA_&DV`PrZ*kcfBSh6gUFR$pO9TusXp(jUU$w|Fn>wjY32jZ
z{e0OOCM;CE5pAq3>JYo|Q|*ClCF6k4zGq|@PL%fr*N6umd9pM<Nyp%&==a^M2kc%S
zn!SI+`^RY;8Ms~<iN0svHzD3EO{3vk&EblpufvX{<T)<lRM5AJ`Z8^8*5OSXX768N
zJKaK#;nUp5hilfwI{H~HYhhgR^|;=mBas2_iZV(KGp=`=r(3D{vN0T#^J>ucot(tD
z<#~3(43-O#hk98WxJ&sp_IGPsRNom8vX$|`lKbxaL#OdFXv92ax^PaNjd91jcITz~
zAKpG=VX%1l>F~@JA+=s(-f(^<hBW_Y{qI>B-WbkiP?;qwQcxeYv^UX6qqCgZ;`7dv
z{JT4p9zU6U^IW-~)m-1*b*7JMA8Xfd+?D&fUx%S#;^%Yoim%k{kb7)m=p!|c>+a2K
zbx-=2ZmhfE+M#5e#9JSmJtJWaZ(Wk(g`NK2)cG@?#Lwkp*zv3GEW?sDmYcu5tP8y+
z{Ab$vN6yY~^3R_Ou6rMLOeG^UF!#cPgAW;gtad%ynVh^!>3K_)d&<#0A7Yt*UkpDV
z*p-uQEdKX(=>Ol@Pqo8eaIty%?u|@#JJx%kJb%u14Z$0M`;FGh+js{354?ST@}a<e
z#<hv}wRcOuvVV0facA=-@55?Seimwf`pNCY7ofE-u`c|J^V@%OUY2k3{kf0RH~-<=
z68k(?yK6T@zcbzrUtiPsW8pVz-%qkm6CxMxN)}V=$<+I|;bFei%)2uKKk=-*HE;8$
z(ETyfc75##t|+Suxv9=RzdCZ|snyr78=gDUTKI3e3ird=e~+ZjG@tp^`|b7_OZNXN
zxEvFHb2In7kTqo+XYvQHYS(sbKP&OD-&T4@?t8UvA@{=;3VsKD4KLP-J~kEW{{L!U
z>6|$>k`4ct8NM&v5ma3eRGJ;5)wp(5aYD%V+etS|^E~$4I{1>yEa$3Xc=qZ2r`)9V
z)>f5Y5!mr5DDBY4j}rxX<<(c%buLxkVV+}sy#M%w=P&(_|Ebx(`1jpj>3=i(^8as%
z`WmStdr+c@orn3@nO{4&63v%2ME^IlxvA=-r4ejxWqYtuh%4dA@}n!i9Fv^5RplRd
zqe<V_x09lMkEXCOupEn5moXRgU#7~)Ao{ns?**@n17kzuhr6?<EIa$eaa!Atkfj&)
z`aL-l@P9o^QJHR7hF*A$V#D<U29Ac)51k!6%GJAMZwYxeSV<}FU$lC9kX5_O6*Gm!
z#wW_G=Cw^W<z9Zl$m+o+#kXIM6p0&KxUHOV_xR0(#|8U(_<NVfc$RLe{czpYaHVMO
zLBVwOuny+W!Yzhfy7Q;=GY8#fm{R}wFXMte90q$DI>gV5Gt9NVwP(eN4U>2M3*BmZ
zXIu0Av-7Oa<|;0$(A&PUF#WXM>4#Cb%Vx)JoWXm&PxYN$<%6O>^G<nBzhP7KuBIR(
z=jF8r>tFR<vn-#@H)RV)?fs7H1r0yGR($`pbN!~)*)rBaleb-)bE-PW^R_#;au@ru
zs=z>xn4nv`7GDb~yZk~S*(WJxx1!RmvaARR;Zw5?d!{^+VQubPR#@0>CD&Oh?l$?u
z4wd5Q6qgS>-6jc2wMkqPnriCAI`M(SWcfAQ{u^9w=xCo`aAb!18bOZaKmC)6ZeQWa
z?~}N4@nMHV$<4H0^|JKkt2a9<gc)fhWn|C2aq+>6l3-ST`$e%ia#t=Lu@>IPTWB#?
zwv8h^vm_;JMr-l*8!~*`rIZdfDlB}hRPM#a;KRgVaJaoXQt+Yoi>`-D4s2Yax=k%&
zMSuCZ42i9KB6|GSYx%BDcYZAr^VMDI+*1GIIrg@BE|Oc1h0mT4ciZx6iCM~v9yOsz
zx!VU;PmFhssxLLu_iQZYcwMc}lfbBcy0b-yi|LV3lX$N{#k5T=S``8}a{e}Q3dA}t
z5NQ!Q#gXvPz^Gu8(rJyInm;!@yt-`JmX3YlA^Jy-Gd+-)kavKIhuc8r@I4#d0H*TT
z4-Cu>7I$ulNw7WOIAEx=_{p+84JI30IDVS@Ee_=AjEssq_LJrO>AMowuYc_R)TO$n
ziaXJ^SF-K>y*GPvOWvAa>Rq2d{pQljV5j?KHjlP!`joYx=?uTGf)RUYdBu&p^Ob%d
znlgL6s?R*V-TtpG>94JNP#Bqh=*>ReleMp>EZO-g{b5m+YNmyG^t7U96<-n}@6P%6
z_tW=xMv8N40@itMkQ7$+4dbg1n0NBmVqu=RnY+C&Oug1xSfuyL`1+3JsWVe<KJna?
z#`%Kr@siz9C&TZ2Y7S9fxM+!|R@WvUp}<{6oQ_JODZNud1XwE%Hz;szN)lSx{vf~F
zd1~<b>PZcrOF3qQbP+}Q|Csdtsrcj;<AScxHFvCZFYUUh_WsxVm4ENGzvrLaQ~KLo
zT3bZufmY^QTaRfSJ!it!)b9`WGfb-eJmLH2Yjrb{)sNq^xR`k2&)LUbHC`@vE*n&(
zcnQ2stXKZ?vUaN`f9lB}cV;{~E4#@q?%`?U;3rdd%Rcordb)lt)1Bw_g7(gD;({u?
z5AT(2Sdn_@RW>_YubkN7$|*1Z{hq&$xj8Og>*vOa*NkVjr<guyvcB0~7*shq<##57
z!`0&#*-jNSFt(%~*f7Vrper_;XZOGQ$NS&M-T7;FV#AT_ZQQMfGb3Lrmapeb*#C1r
z8$)=U{2$wuk^)sGdxNg!L?s{G;%}08sdS}v&sp|J1D*p-1}rU#y1wBS0%9$y36cV0
zJD!R%PixqaAi*@PA(10dlF2QFvE%F4<3Vn{C3kOTJ)g$L;P7;tr%<BdQQhM2r#s_q
zY?Q7|k1VzSa#DKp{b?>73v5{RxtbVGmG6qyT*0BWD0};IhwqQxth=zkx-`4??tiP(
zr@pDW-u-yGPy4REmdvxb+5S1l(`P;5NYb-7zU9ZIyr;fWYX28!SAOA-U(BSypwz0t
zlydx7yQP<=gQf$k!-5By*R=(iSVa}e_Ud+RS<N8&W6`g5UA>-%4`;o<6XEi`yP&yc
z+2YJhkxR^`ndj!G|9JN}`05gi{6skhpSYO?zqhEBt65z9{WI@UnJB}K9g306%381T
z|Eu!O+d7q<;j>Qi`o}84QJXy&S`|zywdKxq6mtu(uD@Qbl|RXC|J+TB%^o$*=iQmS
zcfyOyHRi!_ylPs?+R9x^%a=1<a%KOlalqExf6+7N>9;hBw>*?zEdTE7VHMxs!sjM^
z+Z8N-=ENtXF#9?FU7GoSS6rQx6{x~I=?1@adpd8gX@FMMjprF}{?0#o{FvP|*;~Kk
zw9n0FGI-vc&iCT)l-X^6Z?Go)wMh2s+3qe|zot%fXGxQt-u4}x1@{+sI@(@yld?1a
zo48GNlGj#iJw^q=I}=<wTTAaGFfE(ZDfRGLlc%b1QRay)>yr1T&)9o>nQq6Vk1GQk
zHE$JP`+D%oOd(ydhqtO{%&GW)aN(=>ceyS{H+#IcN{pPcXO5th@mt16e3Soio#yjA
zA$CL~_shwDO_pT|cMcoP_DO!+c<<MD-W!T64L|ZzCzY((tm`{rw|LObpMLv#eRu7<
zbb8LssXHCsD&(;(E@P-YxO3shnT%08@3zeI-86k0Z%vRf?*$(Py93W->kr*77X804
zd9u&XXFpVHqj#*!u*hP6VEyIurJsvUE~}R2Oj>zMV55%5R-fg&9|u}9+`n1*Q1PV5
z^g5UAYMrLn=g2OatG6<K@|k(UmzQO)@P2hoB{Q=7jR$Y3=iON;eDbp_+`VIiZY_CI
z!uB!k*NXSvF}t20ef!#K+R?A^(^W35ow7sBg?0N8Q4uHBcHgiz^XCFT_uc(6TX4nc
zi=~TKB=0tsFZp&uy;I=Hl<m__F)ZJ+$Ms>JaLfL${!5E8`=@wp+xzd<^G$yyEPGb}
zZKHqLw!K&WE?u_9^2^pZt;g1%pIps&o?_>}=1At=)l-vR>&9<XvGR1?%Hup~vW7X=
zx4&jzmb_-tss1*d^Zn5;mu7N2Ii|8*;jv~#*@trT+Nm!lGqZo&`u1O9^>O36ox7{$
zFFfD4yTbXCP^Z$DGktdV8a>~<dDVLE^(MEV+F5r(_8E9D;xLqZ^LVr7?C|ZoUoq}_
zzhuqD*y*1wu3vLc_hysJWqUP;GiUG3RIc{5cW)#<OP1;hTsLdM4L6qv=N-=y>~?ui
zn#^|4)pyZs(ViA7OTIm)WsL3zl~gL;mNfLe*Q;<ZB)Xe_&Cf3<<vnL@d3wKoNvG|c
z3Ds(e?pcrhzE7XFidT4B+>ZQYkH)`;?rmHht#q$&j(i$RgLnJ-=-cO~m&^(?y%y_b
z9a3%8_kYn&hd(tho-Nw4;IE_j<fnIP-1@7_|L%Gq>Uim>$Kh)aBSpo7Zmjus%6qNy
zt7AQ4I}Y}JRzJk+df3V-=&j~KX7SmK2WDEUOfD9>K2O8@$C=B^W2SBDuAa4=<@j#T
zYb(w?{^^<ev}n<##V2Ezr}<7*oV4Q>uft?RCLa4K+B3!ZrUfLWpLzT&$Vo$S*$xgd
zhB>{0%*U>8Z?Tx;W-MN^_nctP`YkikBQ2a}e9H>H@p#iaxs}e7*IJ(8k~H6%w?XRI
zlxq_Tw_dw;jLkx8=QaiJ>{Q>XCfRQW>wZSf-MVtu>jyGcy8oj-?mV$zo6)~0PUAm8
zO$&1(f}b9pb*oJy`lLni>@_W%OXuCZGCwEQEOYXgV1bOxmoqLTDO$c;G9gYTG+aFR
ztZjH!@~UOKPanSI%i6R!H^TEwZS4KPIn#SR-+mR$We!tMb3HQs<Fme=*Rq^DY!p_h
zXl-0(sTJo}e|i4NzUOBDzq024&nQj`%lw%1Zuirra^kaYh4+5>TN7We_TA33B6`yH
z`YVw~H+xRne(2o_L)D))cV51$xwLg#>B{R$iE>KIr>Hvnt(3cPSMd2C@x${%tl9cs
zoLw>@`nykjRp0*$vrj%co7sJ}@1Sv&@yznCojzNWKlGgQiMuJW+vjh4YK2R>+IBJ9
zRh{aM)eiA$+1Fe3uD_~X_cgWX`ONlr;nr>QE=)c7Oy+P`!q(;&oUt?SRHwYs*_!-9
z(01mQ^@3q8t7KjJUz~h0aqnaKK<l=77bkkA_vOxPlV7${dGb$dce{0EJbM?&Pd@ak
zO_lj7-y-oZ$)6rgbM#*=>zx1Mn9ALVuTKoNHoxG#J45HRcf_)n38u1l*5+tN7R<k8
z_@yh(C+>W2#Jag>to&abeIow+xlfpN+r5jOCy#A)JU{Cy-=gx8q@wR1Um9QOb7ZQW
zvE^xp_MiV8ulFtFpWOb<zb@jf#F7iGp6-6`WovFZdMxCgyu7Tp%IB?w%Ee~Sy4cG>
z`Esi3_^J#dH{^a$+L}DUja}{KuUD>{rp;Q}&F3>M&ns%tx#lH%o!HgPr`p<iy_HB=
zP&;|*>%~hh&oF8D=9{NqQPFhE@Py-Mwb$39=1rY=Y>C}0^PgW&Mqa+s=O`9su4&xs
z$((WbNn>-cT#z+eWyYNp_rBuR61y2{7j~Q!j_;qjzKqA{;x^Cgx2~n$TW+|rd7E$C
zjfEFY)c7-QEtwI$-6Hm_!jnarlkeyG)w;1?*V}br%gOUvTV@@5!l*lY%?*LsYr$%7
zK6&oi-xF%h_A}!~N^af@u9@5WFEdG*?KJ-Hcy^g#rNeHu+1HD1`6hpADD!=1ZBx4K
zmSIJ6n(wXaAEf+}KQ*NJ%H3W36lCkwCC10M={UYs*yFTX?fjcFHBN6O_BbzAYmHgG
z?D7no1%Z=Y=ks4Fk($iDC38~VnwqQ~w;U@v&3valKdOH<EyZ^6*^2EV**3i=nP-_q
z&XrzwGkU|94mIDpLciCUK5`cpojfLUd9&Eo<_}W3v;I8$(ZhbF?_jk_Mi4(pcEQQR
zztzr$TC>StnCI#4cl?vZ*5(h4Z)e*44V{)YPvtG|EaQ{wbE9T0D-+naz;ZI{ZKE$`
zZx?Z|ow-DMl{jyhHOKr5vrb;}_1v|)>|*P+MfXY~KV|wzxhAV=Uw2Q<{w=0syU1|z
zZEm@FE6RB67U@pDRw`!cpL|K>meJ1FPtLr|I{rX=meI{!(_W~6+;3DFU=DKCq?6}N
z`<@zRu|G79GOA44o_A@6%>u>A@3!iCPrk}`sN5vw)1SVDyF5XG>(jM!YxmZlCTf)#
z$5TE&6ZyNuu+qU=t#s<KCyZxjthphuxEmB8X+C*-SKM4~c+y#0?RAm!^w%1_Cz+!R
zcN*7kn+GyoaPnEpH=8H*_g*!VGTiyTV;@M6ck(xx?NHY7Z#|d8r6#kRBwm_&dD`0b
zpr||aWTw9H);}P-4=$OIU7I%Hmg5&mr>lJo8Z*w<tbD!x4#Sp<>YugdU;1)+#*>AN
zlb=?8jH;cq#XRG{lWF<SU+eXrWPUaKN~+Xk_ABN;pWd_#zS8H&`OfI2&~NjGV=|Yy
z{w_7FeBd{^B;5Hw+lJ>iN@SOT`F+9X>h9K6_w7(}%H`}TSbp-*<Gb9BtmWUWZQh@M
zD}T>C@UwsNq~mWV2fSm>7tiVPn19B?Kg8<DPUeO-<(86N;y<$k7bo}HM)zm>$nDtc
zf9ZqZvKv1Pn)di^7PqXA;(Q)|hX1VD`{LgbyH%F&KNYoN8&m6!yGsfm&A2d=zgOkU
zA34ROk5lhvSY~Wwu{XFXZ~W_;veJ)IE8pZ#2j)Ir;=s!A#9dxefBNOB7PY-!ZnfP~
z|5G?C=+EZI8h55GY+i17a&f!y=O3rv%kDfE9PzLE+`Q{zIiHVDi`M`9=*h3wRTWZ`
zZESR_EsT_Y?B7?bzWJ?f2k*M_+1}=R%#ZS4&zki!+57fm@zwuTy%pb?oD5u0^5E<F
zxbrQCk4>AW^(WWoOvhByI)j@}j)=PKo2|CQe*Jq@=DT+?i#XOrWJK)VIj>9nZ0YqI
z&eihDy&wPWSXsf%dSOoY5BvMv*Yz2`oxNS}_kb_FS4PJ2LrrMqk29AOC(m~7))PDX
z)t%|iwq%BeBj3M#*kLMp$Mm<twhJ0eB{z5zd*&K{$kCR6(?5I9uJ|}!hR*l*l$GAw
zJu(PnVCZIbFi3EjQg8MqkM*7E#8<KNOSV3kC$w_WNj8O_agxf6=bumh+q7EL^Sy2D
z`;L(FDecNX|G%4=-_;<lc68gm7=cG~%jYN?v>uc1-@B;nb$+wN?@5dOQ`R5Ms9d{>
z|L^vrb?$vSFLSz6-`z7S44k~CqeHleTWIl~CbQt4_uN58_->ZP-0$o7T<Lt~;+63C
zKhAJ0lv|a2uI!$EwpX8}r`jp)3YChUHBEQir@#ALX*S`;wUh7Dk8MerZ+=8f-EYd(
z-;wRLlN44T3v)|z%$~8Q>CU%XJdv!n2Tj;3Hy#hV_}tEOrN-xA0awR3PeCK@pqZvY
zT(63mT?3i5+24sWsZCW%2+|}#J(4r>ln8xpbj8?HB64~L$K#^SMvGLoY+U8L%=^%9
zMP0|Wl`>7&nEfQp_0+#suivV!<1=yBJ=a;^ZXLb!u)8TWMnd^*eSOV@M|z<~p6hC^
zZpb^QbW+bn>RQ^l6+a(;3w5r}w=Arc*?eWo`>EIDPrsO&@|u0~l>A9i)#Xp#q!#6w
zo~+5OR;awBf4*MHRQCEd%j2n1(w|&+Z}D7KGyOEb@+vR2%p)BVmb1mq@7+J0Lo!o6
zM<|!SR`Yg~U-gtPUlcaZmwDZPwJ@u9ve9y*6K|%Oa7~<kYVU$$Q(Go1R=KTY`%l*2
z=!f#k*vILPkM4YT@AC0{`o-X+bKmDX%jfU?+OfoA*`l;f??0RF4PDcxcvC>w<M@6z
zTm8N7Kj`|@R4%^4;9=G0^U;6Sl4tqr-5dA3D!-)qTZ(hu(Vpn2kA594_12QJ83h*o
zQFMP@E0pj}=I39DlR-6eogZ92{$%c}y^c>_9o31>UVh`=x*vS&e%hU!WA&$d;k!v&
z?)mS$nP2z&Q1^pFZ$tN%n=M<S({7X=Z7!lW_0^txi)MK`b<7F%^!a%4IUA?0`(%}@
z)jRI+?O6Np<=*QWKJwlNYpZ^&3`|>Uy);UVb@$e_OAqEulvwX^wEojlrHy>kUpPMc
z^3>Sn+nJe9AFHs11PiR-n8zJj6A}FScGBBxuTrkJXLc{$r!K$eTsY&GK<D?~Wk(*K
zm$&FUH1)i9nW@*hT+3;bf^~ML<_Dfs>5b;<`;;@mrTE3<ej$bp9&2kCCAUY(b|*_@
z+M3jzG;*st9k=+}z1)s>S<^yxPI&jb+DlACm)S9OZqaO^)X*2Yt7HpPwz<?bKdmqP
zc%JvdmU_FD;snwpG}#`Stu3+dypo_&F<+OW%f0l~HI7aXe%nYY#?279tz#GOk|_K3
zdTMHeQJMSHJt8;#l-4WUeljKe!i8rU-z=G@Y~kAUdH34>kS`Czg5S1PRI*lT8OPq`
zoylq~IkPa@`fyGDf(t+X9}JLr(y8HZ$iTp$TH+c}l9E`GYL#4+npl#`U}RuqtZQJY
zYhV&$Xl!L<X=P%fZD3$!U~pPre-ny^-29Zxv`X9>b`?$MV_;y=fZI@#nVVW%l9*e7
zThH6{Z5J6B7$iY@g7ec#$`gxH8OqDc^)mCai<1)zQuXqS(r3T3kpj)pdAj<!taD0e
F0svdyiU9xs

literal 0
HcmV?d00001

diff --git a/slides/src/figs/mem_vec.png b/slides/src/figs/mem_vec.png
new file mode 100644
index 0000000000000000000000000000000000000000..94c932d166e097a6f6e74d04efb1747f572fbb6a
GIT binary patch
literal 9351
zcmeAS@N?(olHy`uVBq!ia0y~yV7|k^!0?xYfq{V`TUp^e0|SFXvPY0F14ES>14Ba#
z1H&%{28M<g3=E|P3=FRl7#OT(FffQ0%-I!a!@$76l;rL1!tlSn|IB^{1_sUokH}&M
z2EM}}%y>M1MG6B01AB?5uPgg=P8MESwS+i6J_ZJ5Lr)jSkcwMx=T_Fp9G&@n{;PL8
zO=exJjcU(5DP)(DoWm_Gy}|IiAcuJ(^K9QuH*+>|CKhj0Y$<o%RC)5G+HTK^%{d&6
zEd>?{9M3iw?$fWiJxMom`<mY~e!p0J&;ALEfm`gXneS$0+TO1>nRVVc_Nz_o{&lZj
zty|8~x_@Kw=e<wW>%TnLx8?8<I#Tz3M{v~l`LgHrAI47Zaj)L_TmDXT{hsd|qbskg
zC=1^E{`2X73!csLE2dUn*F603@0aO}JDzzf`Th&IJokgJ{i}9v`7=S4;VQ-x?|uKd
z&eGda>*Qg#nKG6AH}*bQvmsGt^0B{D8;drCr+i%J-u9`kP(Ox);fBiOqh-Pj#|%{`
zm@+U(z0XR~x^ytXFLe6)6=5wKw-v;moVkALGr5iHW|coR>bUqVp!bUE^(hV4uBy+=
zxBtBLeaHRXCl2o}n(6xCN`-4(^^R3s3)TlmzOnmU`r}2%=7kf=pBix`{@q{q^yRjV
z^K0+(+xp+x{rt@Khx2X2efIz6dw(ibz}El%@8;{r`tJYd%6M=0W9xyL`TjMl_x}2@
zy}cq_Z?nYD&*^f%K0CZ`{;%x(ncx0)^|RZJ|2MDR^uKZP9_{IY9{hcOpFUz+vDdv~
z!NY&sAEod6d-(MJ^-a^{^-evF-P@D+@UQff+jkb!ZZ7z#YrEgxcmhw&@>lOYuG;$F
zJ-@q5()DYtwcC2_wmbUI@9a|hGS#>^^Ax|o{gZk7AB)>hoMioDi<82+Q;`hC*Z*x3
zj;WXR>HD8wn`pA{MGE)(Td4wk*K5oV^genoQqY~g@AlTeN~(|6+!uKiyYtMUXDjsC
zcI<ffkzvRGRZoLoPqR`wb?B|~9_{I#9tMWri|<98*7<eabHT)GpL(@E#y;{WOtj{H
z#lWy4$N!thOLkT+hI_M`8^6n$oBWK9zufZX=$_Zp3IiBUSiS$gc;5cjO{ssrWUms~
zCt&?f^F!Q*d**w!Cv=%=9ay_gL_BS_#@XvznzrA5rf@@S-Gvuf%URc_rYTR_WvUgM
z>t9-*oT<W~z)+yHU#>xbfq|)&yDdh^A>TrD^5j!yJ3V4K)J4;`>VLoT@s`8eYuoRB
zwmOz;T&5={YgM1V@K(lS+13yTPKF=;Yd<l~{LyqkY5IBQ1zSUtCeM*#VK{V__oqXH
z&!6!5_Oo~ymV4dxl&i8*WO(_OIpf}sms$a-tPQ6MKh&(tly~@`|1e~V0&98b`}<oK
zXFhwk?BC+Z{0rw|k6K=}JzrT~GB2YzuS_QQn$E|6f)}Gw8m2#t6HJ-Oq|wFXy}nYD
zp`fOH!k>rBMW0-;II!*7`D%wS5r)vPglG5j-!Q(o+i`x+@`fKDmQ8yUar?dApQgtL
z-uJn5Jy<ErxHWIzYthPr=vZb?SHb3m-R<ALhMu>-7Vhzyf4wY6*teKH-#-LZSLPSq
zTzFOY>uQ}sdC@Ah=&n6`fBy4MejWd6X{h_W%+89eX>#|ukI&XS|2TH%8K*kKXPxir
z|4rV0;P&}#$F+XXw-G747Gto7^VauuYaYbz^l@T}D!c0Nr`uF%%Kfh^E7m<f_1ZLR
z^1Il(ZhGr|I=3~lJ^2?kTVHOD@rqXGi3tHy`o%@Wp5B!CIPqeDf$HJrl7yR=zP)nq
zcFg**PUO6(U46Wc_^E$;Gk0X9^1YvxDs`)J`j%?>bu3ZU_pc`(y(Rnol;6S6TPH7%
zH5dE5F3L@j(c$5d)fuX)3=G_A`_}v2eVwUNux8an8H)=W9_SXPJnL}Qh+AROalGi+
znpa%cN<>c=dY>`pR0s)UV(8e)z;Lfq?^vPT`>Iq07LQ6x28NYP3=K*Q3<A&3J&oPy
z<18g7^?JQoNrKFonXeflM7JM4&iKrc`M}kXh&3EezNV30VxRgPvO2!^^0VAsDf!B$
zcuM2OhYxG!EccKz%(qG3ap}Ztr&OKgS2!6SRmTf5DF`q)3an9TSAHE6wd0=9X7)WV
ze@)JjpV!VWF{%BBN<i!ljmfHVlTA)+I<>S*+slRJYOihirwJ#gs~wws@{U7l-D^2j
z!=K3p3F*}?{)<oA910W-uCWw9l6LBAm&MGjKFKF-EU${>`A+g!7PG$N@!o0cFQ?mo
z^?I~9*5%#y%|D$*JJ<5AoKn~$SS&iDP%OFp-pLg6fBA<y=SM#JY*=+xM$R>*+dPze
zvrmU|scp#NEa{&QA09bAQ^n@Yi=E3hwgn~FZ1$RWyhly5rts-~JO6h~wnlqY9@@3{
z@Yl3^CZ*IoPvsMHeppbW8C-fKz5M#@3C}!k+&hvcadV@E`omWou@}8()cN$C?w-Lj
z)%I)7)y}oz>C*piad5tuN)_9_=X%(*f~hUnHk$e*>l$4+FXmOWA%ku5!f(rLj<*D8
zS?{|4+yD75l`uV@m^;kAtF<HQeA$}A4N3)?w2Mq<@8F-8Wsn%7w{0_D)ZAijVX^Hu
zWU~@}Z4~I(JXd$;XPafOCS0&K7P9|;X2OAwni03t&wIz*Idy|+*+PwvT{(T+&QptL
z`1SqDJE$ZacQnLr&wKg32idO*iEno^o$7gK*0NPPf{V0nGd2cz`Bnr@+`v68i?e%n
zK*ArxRGVn2)YW_!eL9sF26ytVp8Wiu;fB9645mAoZsW*2>Crite@^(EDJ}xtO^@8j
zCMKPGlosdFI`fr!Yvozd{YNZkI;FK5)gJXd<j-fUJ6)`A{pKU{RM{MV-Aj$xQ?Wt1
z_<%3h$G2S@CFf=MwFk`7&T|Y1Ic8(-aP7a!fg~@c{(XLz6{jpy+K|?#x{=rYW>Htk
z`t;p1qPU!%%sBRH+pg5<r>>~D$G`JxkGp(j&vK{ptJ_ap%Jz<^5?WXsJ45$H{`-A5
zeAF*7F50s7xcBQ#ks-HhR!w_3;o{%qmlqVywz7OPb@iTh&8X6ESO2Dyu9hXgYVOTr
zoS~if@WcMRiw`<i*M+QJpC@$B^uNMoNB_PJPj_w<Q2BPux^BbSy-R(r7aK|Fq*|%v
zo-Oy?Zo%}?{`Wezv+VghC!E}|e$o7wE9QPXV*G5Wkg)!>Bi~P?@j6s~Z5M3Qt1LgM
zvrNSIpso1QD(R13($BNmH`M%4{p)b-R#uLW<kVluD{nh!B`>i4p2_gw_h|;_?vUtJ
zcXEE(v1ea?{O_1cA-DUznLjo>oU-n{Q~LX&ZQb|#PMvyb7U_4WTJ6$F^YT}$ljfXC
z^>&cXTyLrvn={K%>9|^rT+Y>S<(Fztb9SaiuezMVlahA+ZgraT`Gom-vwL##&!nxY
zyB&~R#d66f>9G8t-xDV&-p^U~;li~;cV3FS2RI4WZ=JAihv$aveQ(e0IlZiYdkUXg
z*X(EWPikdfzdNhv&B=7HPd-l8VJS18JML1Lw^LB?OP<H0wWdDRc@rBi=y>!mT(a`U
zXZ3%#zO<X)Iw>i~@K-^w{{EbjnKMi_%H2BD*2ypaigS9&+!(dvq7%M;ySUK$lXlXk
zWk;7^ZO(gTw|Qo+=T^VjIcHBz5A`bj?B*Vw&e_E!72K5h+F`D@`mfoMyNWk0v5wQz
z77^KN=bououBCOpw)@`UBR7kp{+!j{&Um0{{qq+t9u_w~tx?PS{=e{E>EygH2dCXR
zZw0bX|Em{|wV0c?=cxDY*^CO`rRMUf-&5;rFiN=}Wc>5N9G>sT8hc#&T*a#{FYukk
zZd;!bEYLF3{N=g4?A*q;BD-pCuYRrmmfv&5-Rpc46K-$&CG>8g$>%_cy`N61$4l+~
zyPCJk>55+F0)?;namL5(G8<NWHWpO)C$6>5yT-oXr$y}k=Eb3Uk#WnD(|23&sqC^}
z?wCGZE2?HEo6~BO;<{O9SZ208ezj}z#7jSa{^}Q*?#8&~+KZ+;C)uA}scq#-dGq!Y
zYg*2xWz9Qhe_xmJVQ<m*q`PySGyU`$Cir@#zu?*4YQ$iqW3~G2ALUH7Eg#xCUTu0A
ztK!MWz{$0ZY47sHZA=W8_#;^_zxu|;up%O!|G=iloyVD7rnT7Y6>mRM!?37vu>r4B
z=DHoB?)x64cc?5~@_6gpb;tF0U9;S|mF?EGa;CTTdzC)^<uVrHiafBPmzVWck&@A$
zXEl3g7js?wtGmtl;%DERoknvLa?M3No^M=uW7#gNMd>SK^0v;uwPQg?wZ>Uda}PPo
z18Fn&|1xqc^!W97spZk~#+Wm<6VeX9Fwp#F(sW88GWzVBY?FjrIi<6lK8xwH^*-#?
zT(~O7^y-Xzyk=sPkLsp4PdGWDs+cjtN<Ao$GdM!l>g|cs?8^$5N3b<?r>h@*%(^Uq
z%eCd~g$y4t^NNOz&zG(Fu5&|9y>(}AqRiI>zEr6fQVeI}&%bSC*rvo{$UOO|ukE&m
zd$Tn;nwBtau6~yj?J%$Hy`@se&lz?)(>FYK69_(#XxS7Y!gshx#Jp)n<IP89yO_A{
z6)Sge&al;)ZnMxLf4*Q!R6^N#-O9&`_w1BUY&lR;n10&l<_SR-Poc|4-v&zDw|5m#
z(LA&7`L@c)>8*+!lSFns@=M~W?VB%jaxu%v_O~~@W_B&q{Q2+FTejxhXw`2~%V*cG
zR5+@bq<eKvK-~tBxuJ<6ooai|H6Phh@ZwFpH(##Gk~z6AIE>fc6zLF1S=Fbz?wF6n
z<c?jIssFfoj|#<Us;uI=-OuWnVioN&EoGVVq#4VO^qkjlN(#<O{&eNc{eFejhRddY
za7kS=#X)1TVqmDT6X&Vlr)R|6IkNG2$fMKOpG-Voukm-{1-}0Mm1QPdUR>^(eJfBs
zxYT3)`|T^auBRO3i9M92al!tkuzsq~Pu|(7J#uNA7C$tbcrrlN{zl%RPp+Yf@s&Cp
z(%V#HRE2o#PL^E^f8>6XPjcJM8E;-(IIw_o;gW;jpKel{EPlg!LP((ezGa>Ic17=}
z_r!nkWGS9@W!mQ4BdXioCTX=@l{_?Se(TqUCQE7G+gUR<pI<GzZ%Nl9F|R{8Gewe0
z-`%%+9b=S!#-sG1ZqPZ_G>e&GH=cc3*O)4hU2$EZ*r2wUW&0EB>vLaSOh0r|b~>Bd
zJF_Qz&!iJsHkvH!zMafH$Gi63U(YV<KVLRn@@M>(YkXUo#nb=HxrJ=<8=n~;=QR+}
zDV@8GS!CjY9mW%6=NUSkeiFB^Mknmn^Dkf0k9(;vYh2_tO&~l*Ky-!glE6nSs*g6s
z&%VF!cUbzFGTz%P>`f7}9}_2Y^ZYe?y{>pkJMa6refw7@Bwv)yKX>!NGJUJ~683o!
zyWZ=2U-#S_`?x+M=DNvu```ZO&M`4$RA;|gvSIW3&0nsoFWSBOd#OxG%3hOg*S{WL
zRlfbqr@T$Fx(T=BMI6`ky*ykr{qr5}U7hcL{+e}QTV#-J=KFW6Wn&HQ^Ob)5w%z94
zGOep-*0X{G{&dDLF#Jk7I7!BL(!Fh>m3opD-W&Me-oCnR)t(!2^P_jKc)Hd}{;@F+
z%SMZ3{HJr}{_lLZlQXcXOktmpK1WpPz0TELf0zP0d2Sxv9MZUgq3=(pT%_#zbJ6>f
zGv<j2%$aaiUi;IrsyE+4LxdW7_&j%ptNnA4bX?Q&(suik-nrSYa#9@jK6#N);(GtW
zj|U5+GJE;0ijQ0QKR4r9$r%1Eqx}Dk3okq6;-iWeJ$Big(Z5yW?%T#=&zP#?Sxsc$
zzO<jaSa$vDcl?iXESng79!l1%`fz{S_qD|~FW%*>)y?aiIz^T*yxjVj|9J_CKgS;)
zTyxDWyt{bWZdHYE*S}kd`P^B(S~hCtwb#8Oc^xs2wCrU+u&t_D%zEzJo=tq!M}IUd
zpYrytHpuJU)}KzAUyEOr{CV28HQyhct<u*$xxesk@~;ETjz(;k-|tlIe{+5F&M#jk
zyiWe5uM(I4YbvLs5y$7FXE!Xk9d@=zC3@-2QuhfyhrSf*eq1qQEu*8)fj_gup4Hk3
zvUswIm^Vd;d_MYCG~f<L5|d0--fVeu5hsDi4;Aw6JQsF6)8Kwy_JFvH;E{?Q9n#f#
zEQWHQkG|dZ*w(yhM#IlX+tQQI_bR9*?AxL0uX5^kHp@)50s-@PVr>d(2NpkfD+Coy
z`gzh_(vD{uj&G1Df8iz|Y!H8k>DwKSBsQ5(B9#v2qTEdio`+rU+$dJ=`1nD<+_4Z$
zZ!bx6_G5A6X=&e4=xE+FgF(FT@#&`=Nj5S^-X6{21-bRe+}z_J7D(vCA+X!{9&M|1
zD!iAc-0}6HLf%PX{!eAnj%)b&3m-S-u^2My*_!KdI}1F1SaiPE*1SoApS`f#LdRV|
z_<=&+hX4`tCJ8=qh*CMbN5|$#JMy%5?^w$4^sRYQgq+`_W7AIy9?96zAuV14a-*R6
zx}PorhaW2D>32yx_O!R}i1o7v6~`Ap2yB1CxoC&rk&GW5)?&}V+T|W?dkFSGO;sM)
zCV7ZWGJ1!L-s}`SQc=+%y+;dVP+Rwo!bpiG34V2m3MsosVxZ!G@k8ajnw>I^JnTn%
z6~tQmcc{i#HYvC@+k&D{?@`(9z&jjCCNW2HzdzU@<Ji;I4T+ROmW@_(j`ZqJSMIo2
zAh`W(_vu3dM>0SLLYm!&T<<XPofbS&u%kozdW}-Y#|1kCk1Q$>GC#<Amm|qw&XHX1
z6?<&m1-cJ=-Vxdt)2G08cr7?;H+~Q@Unk=z(0p*7w4)A}e4+KGKN@)~hGKS)rtMiM
zk$+zB$fE+G?e2V^zR5W1@R=7r*3RNc(%IAYbVm`3BTrlZj>7r=EQT_6kHo+(uQ|dS
z*Y(IvAo-z6Ud-oC1-E8Uui%jPok{aQmB~7;;ngp^%>>rk8hyT3+g;#D#E-9cKsJix
zJvs(*tj?SxZ;O)7_bMDa<auY3xcU`=BM}yzx1V*kR_^XoxYiba{%xQ^v1OA4*Y-q9
zkkgYNUMpU_L-0t%j=ROl+t^qP#rz(z^@AMY{7@|~MyyTY*dgybaiI9(-aaqdrBJzJ
zVS(`Wmg+tQ5W`&Wg_}U~LybI81bP%i^eKq7PTz5t55x_q=)66x_xl}=B#k{sbSsqw
z@9k6WSo(9qj^tUIPjBh$>s;UVyMH;C)M1?)orT+WylhJhKDG5%)4Peh&tg=TGcM$v
zab4N)oLG6ue9PFrtKuc|?au9Ho2K|--KpJNlBaGyvfC9r>&Jp4=WCRujXtJ+Wxcz;
zXI^K{AD`1p3PlSlW^&B-?-Z8*cTMQ=j|HuqFPZ<JoGowr%jw-3QKypfa-V%gW(Pi)
zIVoMd9lKI5e8ZQfcMH?&E#GTq9`$)~U+~-1n8$1uHHVh+o!vR5{HRg?gJ18x>kD+^
z7#`m~-n8yD7vrsO)>}62k**BaVYXQP{9Jy)v?<RS_k38sb^F2T)(YS5pVMA{;%1V=
z^W3+l^S6e+`(z}}vj6%1mu+ABPZc~`xpaE`tv=_kE1k7pzezQ=S@7r4hp*dZ>JRWA
z{vTU?^wxv8dtXnn*lFb5p5*$@TW_}dfs1E1eV=yk`oZl-9~Q0MHDk%X2b_h`CD&HI
z*mUXC*45q$TfRDkUEO;A`=N<_IqC0mMfbd(+E@{GRxhSH($wYq+bLan_0I)L<WCf(
z-48jxJ8ot}$+iDlD;OB&?><;qG=r~k`K$TsvSNxBTW@XsRXcTpchiG<v;SiE7!BB_
z26-`X$$kIAdQ91FMfServzu7A?pZx`V!$efhTnpg7jDbTw;4Tsr#(&gP@pBV{6`^g
z$It%dUo{!ly|2mn&3xT<`lFc(zE%IreLbV(Rp;*gf=}P>-{?_U|10;hML@)l%YV|}
z{Y}w+|0~5{Ny1}&{@wttrS`EK{&AbXe-b<2$HD4&`R!+E_E)}4u56qin5*%Hx&C$W
z{s>F^rLE^QfA!D5eRcZv)5iKw-tI3HxIZz}cYgF|{d>Lp8w=hy+4IO$z1bLVS#e!U
zS#jfDZ>IVBKjJdmWs{nB?w8E_b$0RTPnFlT{#x#SKFy@zTE^?o^7GjP_gB2?Rd=pD
zz0dZ0Nf!6nUoF-at2B*tW*@v=->fi+>!Dc1&exaYKAe1XEIfX5Xw3Ho{P&M}FnG3B
ztlpM-ez{j-j9B^pe{%vh{n~xy(tGn|9h;BFs&Dya(tr5w`jy8wu~{8`o1bM65;6Tz
zkpA2k8(XJp)*qRsX7RlI$FHJ;tG_m{56_aGJU^TH*8U@hcgM{<ap&Pf!HaWs=eE5t
z^!K0t<CI;)zShb;tEVz{@YjF%pY(j&JJ#Z&borM#r(<{9SGV4;esklawp38eD(!ua
z%ngU~qqaV8yZN@gc6w!&?C)RJ(%$!D=jHRuSPSgbZ7<(yG;!v>z0BI&+FakhZoR61
zBRF1K-JQSue%QI)QIZUn)$4ltF555(@ZQ>^qH{Cl<npxCrF(A7ljdVOu=Mqs>c73e
zH{D?{5jcP9(xJ#z8tg3Vr~FA=uKa4oU2cYhD~xBi$+k4{Zz}xM)X2Zp+-RZsa$$x|
z3~v%T{%PgexiIQ&TDR?B91DZP9tMS!W(K~TzD^}ECI*KxGloKD29Xcz0^1H`+kQX3
znsHP3r*CqOIz0M?=l9Aj$P&zdFL>n82chj1)rva$58v80MM%UwYCE>|(NVK|_mn$Y
z6XzYcT60o|H`s2<UeBC6QCB`b4E@nkdT}#jn_2ZE?vxcTwi-(wtBn#`dL*^(VWO#s
z%t;&34bKhQ-6g{(M_io3xlrZXl3(_Re%;#fezk1peB(#lRp<Zd*#+s;-3SVso73*I
zQ<2lL@DLx9s9au((VcG`DvIwM6}#WIw8|<?j(x?u(*F454^b>a>;E%;o^AK`yQ{E#
z#iWN5x>wFpaeK4UOe80#P0+vY(P^uUj>ru~-oBBCxJ_DXkH-K0;Jm%~%50PGF$Y7q
zEbr}~cJ{-I4^nE*AN})ngoJrjJ9FhyH_J#yp1sC$F0^aU$7k9z=LlZYU7L_?|5_@2
zL+JDKr%%t|S$w}-&tuQRlI<J#1)OD9Zx+t`eQ4Ps@0pj(Ijc86+kCX9KV5HeqMvQ_
z<U1;Qo)$+%IBm|}lfIo6qF!_E$hkG#GxWlk3ODRj4ltj+aK)F+l3u%u)4VuO>&-fQ
zOTIeIN=Q$2Uhw8Annx$>sCVRzcDBA?(EV1aazo?GKa&d@tIH1Q23=S-Y5wKVx4sc~
z9x>kb*~WHdn(buYuH{9MyxbDJpN~X#c30oAY+Yz}Rj6-?+sb3#vVAY#&{NbjzoN0U
z^LbxFzpv2J058+2zFkwoWjfs^XK0jU?OzhSrGCHl8vAP+=FVQrr6%xKoygrL<0y~}
zYA(5wPMl;ZG+wt|sfls+#3+tyFMJgHBtD!}Y{_o<(K(wV=k@HC3ZH}(s*M-l86Jxe
zQhnH3^0NKFv}?`{9a=^$?h}4jEBE}AR+#rlR>{)&M$mMDMJsf~9i09q2ZoidW^0)g
zKCg!9pR9BFtLc8n%(k%?+l8%uZpFFB)+?&}ecGuQ#s7JUi(Sju)L*>}7dN(Wp0%x~
z<$3(--T!88dDjqd`_}15y<bkxx&Kc{maP<)vUnDELg3WJXCEUD{`|G@i>dZ4ho`JM
zLdp+yPZtNvdHLCzzx?_2ynIEl{cMSk_PP6i_a)E2wLaYc?aRsLcWW=NuNO(*5!4l3
ze<yz`<I``)>;AmY{iPmg@#)kg|FsowqU&V$pL}rMJO6*k%l&)KUMQdZV||>D+WNRz
zj#XxPHT%5x$4<Ct+o~=7?SGxmd6R9Odb=~OaaYfnb!(sQ$1A&!WJk=~{48%;?V*;n
zcUPyI)GU7geBw!GmqY9Su0J0azBA7J2}4Rkv%c^$sTniAew5DP(Q}`_IxeW}u=@PU
z*yDu@ANQ~Ciqvj1H~OOV<iNTVA(3U$Cd(I2)O3F4xKV9+-rLStt2C88<?FT1wkh+h
zQvG{;vd8S76AQAQUMY?fJl#9D;7zzbXV%X<v5zPJ_M1EZPl?^sT2`K)C#SqE7WUse
zHE+uGs)#7pjMLwDHN-i5d*Nf2vHAUOua?571@!?7x94t5J;cHAK(lmnOVG=Tz0Db-
zk-3I*)n4waS;@PoD|-Lj$sXxb6BbtI9SgB}b;|mc$pw+S*%K<XMOzL#^FMhh7giBI
zD}Aop$!Qzf)9&ATz0_rC)43^vx_{ano}4XScild#=Juq?*E*FM0=CWc+<0)Jv*YEG
z&%(E_2{5V0^iF!0Ym=+%V`F?(Wy#NDlW)0tznyjCYDw?9jFnY;Uhe$;{+g|lq*Yn+
z>ZMYu+}r9G2`$~-I<?8~y6?$|&)fRuzh3@P<lF9Zn@=oxA`-bNVu@4u5<mO%se9Ic
zzVWtnSD@10hn3B4S4`gK+sQgSNk6sk!Ij=6uiCrb+1-7-GFpmj`P^-cE}SjrO3P!{
ztv?=d;dL(GYu*6Q`pc`f<Xazea8Y;|`;{m2)zyx(m)Fam%81sDmixSN(lc9g2G&on
z8s$x2d{^n~J~DN_#lMP=PZEXr4k~#yyg$tvqp<M*tp5|D_4`_;OyPXJ@5TQnzlJGm
z#YGqrYmIVDx8xSgt_w?jG|T&xy!`%1|K!}CY^_Fr*Y7*DE?h2ZY4%dymK8B|7u&Y0
z&EKbR*jlWuR#A#C;)SW0TE`#jhZB|Vrf;6e=o%_rEN^dHd05~cZ+PGDq*eAdx<_jh
zK8XFjn;EiyQRdRr-BoJ*s*(~K{VtD8q`WINF7JCT*0=Xt>(N^uyH4s)IrQ)Mx_`S=
zs<!6Mbx(_3%cvl`Z$HnSFr&S*mVOKRF}t$y+-J4^{%=3z|G&>VJFU2AO;M2b*NklW
z39-)qH$U06CEroA-DLhgvv@h3S$B#P|E~_$z0MMTW_j_Je+S=&WOTpLia)jOwv6>1
zKi))XY3^9*_cNBaZM*wq?w^cW^>D_(wwz)$`SPsK`<FKEcsW&jePOiA?G}baiHj4r
zAGd#f(dyglH$98zzUXA^<O_fC<>Qlc9I9VJ9?T26W*%zH;56gjH1*iM)1PECUQ?3Y
zyiifHL+XUq44Wyp?%ZTpbZg%lm8Y}seG=L(CiC&&26ONCy(|Ca^Uu3*qT=HHmoo2~
z{9_moZ7k2bbX)vP7(<BirUPF}ESNjke=9pDPr4V^{^V_Yy6lw)Ut+EDZreRud40?E
z=J>19*LU1q;2LssWjT{Ehv~Ea)~2So@19lh1>b@{T)k1cZgTPQw9F?V_m5UZuetfg
zK{M3V{gm@b&pRn!e(tk*`SFu==`z)pyUQOPX2@E6uCHgypZWJKva)x*+x)Bl%!wcJ
z-$L^w_8k@~es*Z#*}L8Rzoy45D~=bhv%SXRu-DYeFFSkb^Vo&Y-0jzyi!D%ibHBjq
z_x`Zh)TxP<l6FRM4{t~8@;I)zR#QfbQES=@nf|bq$NetMTOIZy&%yoVgM;h-tld0q
z$*$MWO0qKU$%ZhszToY<dOBQ)fnoYP#@DOboXkaUev$ur;mz!P!O*N;QT|&^Hy5o~
z<u|u7@Kwcw*9;6t7K_Wj{FHk5R(g@-z2_Is&HmWmbY>T0!7pd-FoDLbrg_dOSBsb!
z9$d)H+MLcZ<ycOeXThxUhg^#|HLokJf4y#o{ljVVV#CBXNM?QGI<)QhypU5R2hKe3
zsrj-;u&CiAU&FH}M(^yV&plgq#K&>d#-ER8>|jsgSh{yYVYYL$-fh9<uL4)`pWs@o
z9$YY^(%I$p7WcCF8@2PMCC-`T9Ndw5ig&roFZ<_i0xF82A&fxMiDerKR63V53BPob
z;9+&*xcv1P$6*zlIj8g|cPS@&$LTYie%2}Mp2E$)K}u-Sk$cmE|D+l%Ou5@M`R;_R
zjE3$VDvuQvg9WxfllQK8+a<7Uug}eB*8O)5PvM<?x1eIpbWO=cCUWwZW5fRkPSE(g
zF7lJb;dL7Ffn74vZxf5$8U+7-J;uPmB)fI<+ikDpFPvY;&!8gIwy{Nc7WcoEe?nya
zYw~>*SM_ad4GO;TC(*p8<p$5u6-UC37dzHy7292%_&Qpqa~iXN+R~iq3a-g#gpTJ(
z1aH2<bNtV}Bi2k)?MhWAKm6t2-FcrYuzue3vqox$X@Lo5JXSZYnAZAV@Ll`yqKovk
zryFm{?Y5eCq$}0_;|9rNk()IPq}@u3E$1pS^px6&zdG@sUAKJZm9!_Z?F<YIswJ)w
zB`Jv|saDBFsfi`23`Pb<#<~WUx&|g8hQ?M#mR80V+6D$z1_o?iKKD^H<mRVjrd8tB
zP%i!@nSp^p18ze}W^QV6Nn&mRZaoT2SNAY5Fi3**1m~xflqVLYGL)B>>t*I;7bhnc
ar0V4trO$q6BgMeLz~JfX=d#Wzp$Pz)AKaP%

literal 0
HcmV?d00001

diff --git a/slides/src/introduction.md b/slides/src/introduction.md
index b34667c..5ed4f86 100644
--- a/slides/src/introduction.md
+++ b/slides/src/introduction.md
@@ -36,7 +36,7 @@
 
 - Une mascotte super mignonne
 
-![Ferris](figs/ferris.svg)
+![Ferris](figs/ferris.png)
 
 ## Une brève histoire du Rust
 
diff --git a/slides/src/ownership.md b/slides/src/ownership.md
index 7517cef..9799308 100644
--- a/slides/src/ownership.md
+++ b/slides/src/ownership.md
@@ -46,20 +46,26 @@ fn main() {
 } // x sort de la portée et sa valeur est détruite
 ```
 
-## Allocation de la mémoire (1/3)
-
-- Façons principales d'allouer/désallouer dynamiquement de la mémoire.
-    1. Manuellement (C/C++, ...): on ordonne à l'OS d'allouer/désallouer de la mémoire sur le tas. 
-        a. Oublier de désallouer la mémoire allouée (fuite mémoire/memory leak).
-        b. Désallouer de la mémoire trop tôt (dangling pointer et comportement indéfini).
-        c. Libérer la mémoire à double.
-    2. Automatiquement: on a un "garbage collector" (java, scala, ...).
-        a. Consomme des ressources.
-        b. Est une "boîte magique": il fait ce qu'il veut.
+## Allocation de la mémoire: Manuelle
+
+* Manuellement (C/C++, ...): on ordonne à l'OS d'allouer/désallouer de la mémoire sur le tas. 
+    - Oublier de désallouer la mémoire allouée (fuite mémoire/memory leak).
+    - Désallouer de la mémoire trop tôt (dangling pointer et comportement indéfini).
+    - Libérer la mémoire à double.
+    
+## Allocation de la mémoire: Garbage collection
+
+* Automatiquement: on a un "garbage collector" (java, scala, ...).
+    - Consomme des ressources.
+    - Est une "boîte magique": il fait ce qu'il veut.
+
+## Allocation de la mémoire: Rust
+
 - En Rust on contrôle où et quand on alloue/désalloue à la compilation:
     - Difficulté: il faut suivre des règles **très** strictes.
+    - Garbage collection "à la compilation".
 
-## Allocation de mémoire (2/3)
+## Allocation de mémoire (tas)
 
 - Les types vus jusque là sont stockés dans la pile: leur *taille est connue* à la compilation.
 - Que se passe-t-il lorsque la taille est *inconnue à la compilation*?
@@ -76,9 +82,9 @@ fn main() {
 } // x/y sortent de la portée, il sont détruits et la mémoire est libérée
 ```
 
-## Allocation de mémoire (3/3)
+## Allocation de mémoire (Vec)
 
-![La représentation en mémoire du vecteur `v = (1,2,3,4)`](figs/mem_vec.svg)
+![La représentation en mémoire du vecteur `v = (1,2,3,4)`](figs/mem_vec.png)
 
 - Pile: 1 pointeur vers le tas, et 2 entiers (longueur et capacité).
 - Tas: 1, 2, 3, 4.
@@ -130,7 +136,7 @@ fn main() {
 - En ne faisant rien on a **deux** propriétaires des données.
 - Illégal: on invalide `y`.
 
-![](figs/mem_mv.svg)
+![](figs/mem_mv.png)
 
 ## Exception au `move`: `Copy`
 
@@ -150,7 +156,7 @@ fn main() {
 
 - *move*: copie uniquement la variable et le propriétaire **change**.
 - *copie*: on duplique la variable **et** les données.
-![](figs/mem_cp.svg)
+![](figs/mem_cp.png)
 
 ## Quand interviennent les `move`?
 
@@ -216,7 +222,7 @@ fn main() {
 
 ## La référence (schéma)
 
-![](figs/mem_ref_vec.svg)
+![](figs/mem_ref_vec.png)
 
 ## Exemple 1
 
diff --git a/slides/src/smart_pointers.md b/slides/src/smart_pointers.md
index d12ad32..5f5dbcf 100644
--- a/slides/src/smart_pointers.md
+++ b/slides/src/smart_pointers.md
@@ -5,28 +5,33 @@
 - Un **pointeur** est une variable qui contient une adresse mémoire.
 - Cette adresse **pointe** vers des données.
 
-![Illustration: tableau.](figs/mem_ref_vec.svg)
+![Illustration: tableau.](figs/mem_ref_vec.png)
 
 - Question: Quel type de pointeur avons-nous déjà rencontré?
 	- Réponse: La référence.
 
 ## Smart pointers
 
-- Un **pointeur intelligent** est un type abstrait qui rajoute des fonctionnalités au poiteur standard.
+- Type abstrait qui rajoute des fonctionnalités au poiteur standard.
 	- Management automatique de la mémoire.
 	- Vérification de limites.
-- En particulier, ils permettent la désallocation de la mémoire de manière automatique:
-	- On peut avoir plusieurs pointeurs sur un espace mémoire.
-	- Quand le dernier pointeurs est détruit, l'espace mémoire est désalloué.
-	- Permet d'empêcher les fuites mémoires.
-- Il existe différents types: 
-	- Un pointeur unique est le propriétaire de ses données (quand il est détruit les données aussi).
-	- On compte le nombre de références sur des données, quand ce nombre tombe à zéro on détruit tout.
+- Permettent la désallocation de la mémoire de manière automatique:
+	- Plusieurs pointeurs sur un espace mémoire.
+	- Dernier pointeurs est détruit => espace mémoire est désalloué.
+	- Empêche les fuites mémoires.
+
+## Types de pointeurs
+
+- Différents types: 
+	- Pointeur unique, propriétaire de ses données (quand il est détruit les données aussi).
+	- Comptage de références sur des données, quand ce nombre tombe à zéro on détruit tout.
+	- Mutabilité intérieure: les règles de Rust sont imposées à l'exécution.
+	- Accès atomiques: pas de lecture/écriture concurrente possible sur la valeur pointée.
 
 ## En Rust
 
 - Exemples: 
-	- `Vec<T>`, `String`: ces types possèdent de la mémoire et la manipule eux-mêmes.
+	- `Vec<T>`, `String`: ces types possèdent de la mémoire et la manipulent eux-mêmes.
 - Les pointeurs intelligent doivent implémenter deux traits:
 	- `Deref`: comment on déréférence le pointeur.
 	- `Drop`: comment on détruit le pointeur.
diff --git a/slides/src/string.md b/slides/src/string.md
new file mode 100644
index 0000000..0834ec9
--- /dev/null
+++ b/slides/src/string.md
@@ -0,0 +1,96 @@
+# Les chaînes de caractères
+
+## Généralités
+
+- Deux types de chaînes de caractères: `str` et `String`:
+    - `str`: *string literal* (stocké explicitement dans l'exécutable).
+    - `String`: liste dynamique de caractères UTF-8.
+- `String` est propriétaire de ses données.
+- `str` ne peut être "manipulé" que via `&str`
+
+```rust
+let literal = "Le type de literal est &str.";
+```
+
+## La structure `String`
+
+```console
+ptr       # pointeur sur le tas de char
+len       # nombre d'éléments utilisés
+capacity  # mémoire allouée
+```
+
+## Créer des `String`s
+
+```rust [1|2|3|]
+let mut empty = String::new();
+let hello = String::from("Hello World!"); // converti depuis un &str
+let other_hello = "Hello World!".to_string();
+```
+
+## Modifier des `String`s
+
+```rust [1-2|]
+let mut s = String::from("Hello");
+let s1 = " World!";
+s.push_str(&s1); // On peut aussi faire push_str(" World!")
+println!("{s}");
+```
+
+## Concaténer des `String`s
+
+```rust [1-4|]
+let s1 = String::from("Hello");
+let s2 = String::from(" World!");
+let sum1 = s1 + &s2; // s1 moved
+let sum2 = "Hello".to_string() + &s2; // s2 borrowed
+println!("{sum1} : {sum2}");
+```
+
+## Formatter des `String`s
+
+```rust
+let s1 = String::from("Hello");
+let s2 = String::from("World");
+let formatted = format!("{s1} {s2}!");
+println!("{formatted}");
+```
+
+## Indexer des `String`
+
+```rust compile_fail
+let s = String::from("Hello");
+let t = s[0]; // fail
+```
+
+```rust
+let hello = String::from("Καλημέρα!");
+println!("{}", hello.len());
+```
+
+## Encodage
+
+* UTF-8 `!=` ASCII: encodage à longueur variable (1 à 4 octets).
+* Impossible d'indexer en `O(1)`, car on connaît pas la valeur avant d'avoir lu 1 à 4 octets à chaque fois.
+
+## Mais alors comment faire?
+
+```rust [1-5|6|]
+let hello = String::from("Καλημέρα!");
+for c in hello.chars() {
+    print!("{c}");
+}
+println!("");
+println!("index 3: {}", hello.chars().nth(3).unwrap());
+```
+
+## Le slice de `String`
+
+* Une tranche de `String` est une référence vers un bout de chaîne d'UTF-8.
+* On peut facilement créer des tranches de `String`... invalides.
+
+```rust should_panic
+let hello = String::from("Καλημέρα!");
+let h = &hello[0..3];
+```
+
diff --git a/slides/src/traits.md b/slides/src/traits.md
index 97e1f36..ebbd243 100644
--- a/slides/src/traits.md
+++ b/slides/src/traits.md
@@ -23,12 +23,12 @@ trait Animal { // définition d'un trait
 } // le nombre de méthode est arbitraire
 ```
 
-## Implémentation d'un trait pour un type (1/2)
+## Implémentation d'un trait pour un type
 
-- Tout type qui implémentera un trait devra implémenter **toutes** ses méthodes.
-- Le compilateur saura que tout type implémentant un trait peut appeler ses méthodes.
+- Un type qui implémente un trait doit implémenter **toutes** ses méthodes.
+- Le compilateur sait qu'un type implémentant un trait peut appeler ses méthodes.
 
-```rust
+```rust [5-7|8-15|]
 trait Animal { // définition d'un trait
     fn cri(&self) -> String;
     fn nom(&self) -> &String;
@@ -50,9 +50,9 @@ fn main() {
 }
 ```
 
-## Implémentation d'un trait pour un type (2/2)
+## Implémentation d'un trait pour deux types
 
-```rust
+```rust [15-17|18-25|]
 trait Animal { // définition d'un trait
     fn cri(&self) -> String;
     fn nom(&self) -> &String;
@@ -89,9 +89,9 @@ fn main() {
 
 ## Implémentations par défaut
 
-- Il est pratique d'avoir des implémentations par défaut (les mêmes pour tous les types implémentant un trait).
+- Pratique d'avoir des implémentations par défaut (les mêmes pour tous les types implémentant un trait).
 
-```rust
+```rust [1,3-5,6|]
 trait Animal { // définition d'un trait
     fn cri(&self) -> String;
     fn cri_puissant(&self) -> String {
@@ -110,7 +110,6 @@ impl Animal for Cat { // le bloc où les méthodes du trait sont implémentées
         String::from("Miaou")
     }
 }
-
 fn main() {
     let chien = Dog{};
     println!("Le cri du chien est {} et son cri puissant est {}.",
@@ -126,13 +125,12 @@ fn main() {
 
 - Lors de la définition d'un générique, on peut dire au compilateur si le type implémente un trait.
 
-```rust
-// Cette fonction ne peut pas foncitonner pour tous les types
+```rust [1-5|7-9|10-12|]
 // T implémente PartialEq (les opérateurs <, >)
 fn max<T: PartialOrd>(a: T, b: T) -> T {
     if a > b { a } else { b } // si on peut pas comparer a et b
 }                             // cela ne peut pas compiler, d'où
-                            // le PartialOrd
+                              // le PartialOrd
 fn main() {
     let a = 1;
     let b = 7;
diff --git a/slides/src/unsafe.md b/slides/src/unsafe.md
new file mode 100644
index 0000000..5b98b13
--- /dev/null
+++ b/slides/src/unsafe.md
@@ -0,0 +1,90 @@
+# Unsafe Rust
+
+* Compilateur **très pointilleux**:
+    * garanties de sécurité mémoire **très fortes**,
+    * décidées dès **la compilation**.
+* Des fois le compilateur prend **trop de précautions**:
+    * Peut rejeter un code valide lors d'un doute,
+    * Rust `unsafe` donne des pouvoirs supplémentaires,
+    * Tant pis si l'utilisateur·trice les utilise mal.
+* Les opérations de bas niveau sont `unsafe` par définition (p.ex. interactions avec l'OS).
+
+# Nouveaux pouvoirs
+
+* Déréférencer un pointeur brut,
+* Appeler une fonction ou une méthode `unsafe`,
+* Accéder à une variable statique mutable ou la modifier,
+* Implémenter trait `unsafe`,
+* Accéder aux champs des unions.
+
+# Les blocs `unsafe`
+
+```rust [1-3|4-6]
+unsafe {
+    // code unsafe
+};
+let bla = unsafe {
+    // le code peut retourner une valeur
+};
+```
+
+# Mais attention
+
+* Les garanties mémoires sur les références disparaissent en mode `unsafe`
+
+```rust compile_fail
+let a = 12;
+unsafe {
+    let b = &a;
+    let c = &mut a;
+};
+```
+
+# Le type pointeur brut
+
+```rust [1-2|3-4]
+let a = 12;
+let ptr_a: * const i32 = &a as * const i32;
+let mut b = 24;
+let mut_ptr_b: * mut i32 = &mut b as * mut i32;
+```
+
+# Propriétés des pointeurs bruts
+
+* `* const T`/`* mut T`: on ne peut/peut pas modifier la valeur pointée,
+* Aucune garantie que le mémoire pointée est valide,
+* Pas de libération automatique de la mémoire pointée lors de la sortie de la portée,
+* Possibilité d'allouer des données sur le tas: `alloc()` `dealloc()`.
+
+# Déréférencement d'un pointeur brut
+
+```rust [1-3|4-6]
+let mut a = 12;
+let ptr_a = &a as * const i32;
+let mut mut_ptr_a = &mut a as * mut i32;
+unsafe {
+    *mut_ptr_a = 20;
+    println!("{}, {}", *ptr_a, *mut_ptr_a);
+}
+```
+
+# Fonction `unsafe`
+
+```rust [1|2]
+unsafe fn attention_not_safe() {
+    // everything in here is implicitly annotated unsafe
+}
+unsafe {
+    attention_not_safe();
+}
+```
+
+# Remarques
+
+* Garder le code `unsafe` aussi petit que possible,
+* Aide à trouver où peuvent se trouver les erreurs de mémoire,
+* Cacher le code `unsafe` dans une API `safe`,
+* Permet de communiquer avec du code "externe" (des lib C),
+* Annotation `unsafe` d'un bloc: fait tourner ce code c'est promis il marche,
+* Annotation `unsafe fn`: attention cette fonction à des contraintes particulières. 
+
diff --git a/slides/src/vec.md b/slides/src/vec.md
index 0412244..44018d4 100644
--- a/slides/src/vec.md
+++ b/slides/src/vec.md
@@ -106,7 +106,7 @@ fn main() {
 }
 ```
 
-## Lecture d'éléments (2/N)
+## Lecture d'éléments (1/3)
 
 ```rust compile_fail
 struct Int(i32);
@@ -117,7 +117,7 @@ fn main() {
 }
 ```
 
-## Lecture d'éléments (3/N)
+## Lecture d'éléments (2/3)
 
 ```rust
 fn main() {
@@ -133,7 +133,7 @@ fn main() {
 }
 ```
 
-## Lecture d'éléments (4/N)
+## Lecture d'éléments (3/3)
 
 ```rust
 fn main() {
-- 
GitLab