From 77f6663d2cb71559234664abdff8af81a5aa74cd Mon Sep 17 00:00:00 2001 From: Ross Kennedy Date: Mon, 4 Dec 2023 14:57:14 +0000 Subject: [PATCH 1/3] initial commit --- docs/blog/posts/2023-12-06-feature_update.md | 83 ++++++++++++++++++++ 1 file changed, 83 insertions(+) create mode 100644 docs/blog/posts/2023-12-06-feature_update.md diff --git a/docs/blog/posts/2023-12-06-feature_update.md b/docs/blog/posts/2023-12-06-feature_update.md new file mode 100644 index 0000000000..7466912a98 --- /dev/null +++ b/docs/blog/posts/2023-12-06-feature_update.md @@ -0,0 +1,83 @@ +--- +date: 2022-07-27 +authors: + - ross-k +categories: + - Feature Updates +--- + +# Splink Updates - December 2023 + +Welcome to the second installment of the Splink Blog! + +Here are some of the highlights from the second half of 2023, and a taste of what is in store for 2024! + + + +Latest Splink version: [v3.9.9](https://github.com/moj-analytical-services/splink/releases/tag/v3.9.9) + +## :bar_chart: Charts Gallery + +The Splink docs site now has a [Charts Gallery](../../charts/index.md) to show off all of the charts that come out-of-the-box with Splink to make linking easier. Each chart now has an explanation of: + +1. What the chart shows +2. How to interpret it +3. Actions to take as a result + +This is the first step on a longer term journey to provide more guidance on how to evaluate Splink models and linkages, so watch this space for more in the coming months! + +## :chart_with_upwards_trend: New Charts + +We are always adding more charts to Splink - to understand how these charts are built see our new [Charts Developer Guide](../../dev_guides/charts/understanding_and_editing_charts.md). + +Two of our latest additions are: + +### :material-matrix: Confusion Matrix + +When evaluating any classification model, a confusion matrix is a useful tool for summarizing performance by representing counts of true positive, true negative, false positive, and false negative predictions. + +Splink now has its own [confusion matrix chart](../../charts/confusion_matrix_from_labels_table.ipynb) to show how performance changes with a given match weight threshold. Note, labelled data is required to generate + +### :material-table: Completeness Chart + +When linking multiple datasets together, one of the most important factors for a successful linkage is the number + +## :electric_plug: Backend Specific Installs + +Adding pot + +For example, to install for Spark use the command: + +```bsh +pip install 'splink[spark]' +``` + +## :clipboard: Settings Validation + +The [Settings dictionary](../../settings_dict_guide.md) is central to everything in Splink. It defines everything from the sql dialect of your backend to how features are compared in Splink model. However, users have had problems + +## :no_entry_sign: Drop support for python 3.7 + +From Splink 3.9.7, support has been dropped for python 3.7. This decision has been made to simplify managing dependencies in the back end of Splink. + +If you are working with python 3.7, please revert to Splink 3.9.6. + +```bsh +pip install splink==3.9.6 +``` + +## :fast_forward: Speed up tests + +## :simple-adblock: Blocking Rule Library (Improved) + + + + +## :soon: What's in the pipeline? + +* :four: Work on **Splink 4** is currently underway +* :material-thumbs-up-down: More guidance on how to evaluate Splink models and linkages + + + + From 9d644ca1f52c70ff0dc22ce631e57c8ff09bb375 Mon Sep 17 00:00:00 2001 From: Ross Kennedy Date: Fri, 8 Dec 2023 09:51:14 +0000 Subject: [PATCH 2/3] flesh out december blog --- docs/blog/posts/2023-07-27-feature_update.md | 2 +- docs/blog/posts/2023-12-06-feature_update.md | 72 ++++++++++++++----- docs/blog/posts/img/charts_gallery.png | Bin 0 -> 126602 bytes docs/blog/posts/img/completeness_chart.png | Bin 0 -> 16233 bytes docs/blog/posts/img/confusion_matrix.png | Bin 0 -> 64810 bytes 5 files changed, 55 insertions(+), 19 deletions(-) create mode 100644 docs/blog/posts/img/charts_gallery.png create mode 100644 docs/blog/posts/img/completeness_chart.png create mode 100644 docs/blog/posts/img/confusion_matrix.png diff --git a/docs/blog/posts/2023-07-27-feature_update.md b/docs/blog/posts/2023-07-27-feature_update.md index 97d0e9aaa5..2ac0afc19d 100644 --- a/docs/blog/posts/2023-07-27-feature_update.md +++ b/docs/blog/posts/2023-07-27-feature_update.md @@ -1,5 +1,5 @@ --- -date: 2022-07-27 +date: 2023-07-27 authors: - ross-k - robin-l diff --git a/docs/blog/posts/2023-12-06-feature_update.md b/docs/blog/posts/2023-12-06-feature_update.md index 7466912a98..503434f585 100644 --- a/docs/blog/posts/2023-12-06-feature_update.md +++ b/docs/blog/posts/2023-12-06-feature_update.md @@ -1,5 +1,5 @@ --- -date: 2022-07-27 +date: 2023-12-06 authors: - ross-k categories: @@ -14,11 +14,15 @@ Here are some of the highlights from the second half of 2023, and a taste of wha -Latest Splink version: [v3.9.9](https://github.com/moj-analytical-services/splink/releases/tag/v3.9.9) +Latest Splink version: [v3.9.10](https://github.com/moj-analytical-services/splink/releases/tag/v3.9.10) ## :bar_chart: Charts Gallery -The Splink docs site now has a [Charts Gallery](../../charts/index.md) to show off all of the charts that come out-of-the-box with Splink to make linking easier. Each chart now has an explanation of: +The Splink docs site now has a [Charts Gallery](../../charts/index.md) to show off all of the charts that come out-of-the-box with Splink to make linking easier. + +[![](../posts/img/charts_gallery.png){ width="400" }](../../charts/index.md) + +Each chart now has an explanation of: 1. What the chart shows 2. How to interpret it @@ -36,42 +40,74 @@ Two of our latest additions are: When evaluating any classification model, a confusion matrix is a useful tool for summarizing performance by representing counts of true positive, true negative, false positive, and false negative predictions. -Splink now has its own [confusion matrix chart](../../charts/confusion_matrix_from_labels_table.ipynb) to show how performance changes with a given match weight threshold. Note, labelled data is required to generate +Splink now has its own [confusion matrix chart](../../charts/confusion_matrix_from_labels_table.ipynb) to show how model performance changes with a given match weight threshold. + +[![](./img/confusion_matrix.png){ width="400" }](../../charts/confusion_matrix_from_labels_table.ipynb) + +Note, labelled data is required to generate this chart. ### :material-table: Completeness Chart -When linking multiple datasets together, one of the most important factors for a successful linkage is the number +When linking multiple datasets together, one of the most important factors for a successful linkage is the number of common fields across the datasets. -## :electric_plug: Backend Specific Installs +Splink now has the [completeness chart](../../charts/completeness_chart.ipynb) which gives a simple view of how well populated fields are across datasets. -Adding pot +[![](./img/completeness_chart.png)](../../charts/completeness_chart.ipynb) -For example, to install for Spark use the command: -```bsh -pip install 'splink[spark]' +## :clipboard: Settings Validation + +The [Settings dictionary](../../settings_dict_guide.md) is central to everything in Splink. It defines everything from the sql dialect of your backend to how features are compared in Splink model. + +A common sticking point with users is how easy it is to make small errors when defining the Settings dictionary, resulting in unhelpful error messages. + +To address this issue, the [Settings Validator](../../dev_guides/settings_validation/settings_validation_overview.md) provides clear, user-friendly feedback on what the issue is and how to fix it. + + +## :simple-adblock: Blocking Rule Library (Improved) + +In our [previous blog](../posts/2023-12-06-feature_update.md#no_entry_sign-drop-support-for-python-37) we introduced the Blocking Rule Library (BRL) built upon the `exact_match_rule` function. When testing this functionality we found it pretty verbose, particularly when blocking on multiple columns, so figured we could do better. From Splink v3.9.6 we introduced the `block_on` function to supercede `exact_match_rule`. + +For example, a block on `first_name` and `surname` now looks like: + +```py +from splink.duckdb.blocking_rule_library import block_on +block_on(["first_name", "surname"]) ``` -## :clipboard: Settings Validation +as opposed to -The [Settings dictionary](../../settings_dict_guide.md) is central to everything in Splink. It defines everything from the sql dialect of your backend to how features are compared in Splink model. However, users have had problems +```py +import splink.duckdb.blocking_rule_library as brl +brl.and_( + brl.exact_match_rule("first_name"), + brl.exact_match_rule("surname") +) +``` -## :no_entry_sign: Drop support for python 3.7 +All of the [tutorials](../../demos/tutorials/03_Blocking.ipynb), [example notebooks](../../demos/examples/examples_index.md) and [API docs](../../blocking_rule_library.md) have been updated to use `block_on`. -From Splink 3.9.7, support has been dropped for python 3.7. This decision has been made to simplify managing dependencies in the back end of Splink. +## :electric_plug: Backend Specific Installs -If you are working with python 3.7, please revert to Splink 3.9.6. +Some users have had difficulties downloading Splink due to additional dependencies, some of which may not be relevant for the backend they are using. To solve this, you can now install a minimal version of Splink for your given SQL engine. + +For example, to install Splink purely for Spark use the command: ```bsh -pip install splink==3.9.6 +pip install 'splink[spark]' ``` -## :fast_forward: Speed up tests +See the [Getting Started page](../../getting_started.md#backend-specific-installs) for further guidance. -## :simple-adblock: Blocking Rule Library (Improved) +## :no_entry_sign: Drop support for python 3.7 +From Splink 3.9.7, support has been dropped for python 3.7. This decision has been made to managing dependency clashes in the back end of Splink. +If you are working with python 3.7, please revert to Splink 3.9.6. +```bsh +pip install splink==3.9.6 +``` ## :soon: What's in the pipeline? diff --git a/docs/blog/posts/img/charts_gallery.png b/docs/blog/posts/img/charts_gallery.png new file mode 100644 index 0000000000000000000000000000000000000000..f18e206e57a08781b2bbcb815a0f1d9e5ac9ca0b GIT binary patch literal 126602 zcmce-WmKHY(l(3?FgOHv2th*7;I0WS!QI{60}M`Z2@>4h-Q67$+}+&?@DAB~Kl_~X z{r^~N7WdrU)m>dxU0romPl%k1C^7;*0t5sEvbdOtJOl(ZAp`_eG!Pd2W<|Ta2?7Ek z*GyPgPFz@+RLb(;p zQ6X3iPLoEq9&TS=iU%q<_h}(Abp1Ey_e&K0$H^aJDA0@{d}u^}FR0=9;#q%Il?lcS zK6}F389P5i>K{M*EGMfI z7Qwm#kbsm4%HQN-dZT@~`$=QW)lP;o_QOu2wlU0UrzB1eD*b_Xi@h&B@jn+5*Cs%I92sk%b6hWa+A%uY(-p=}}TRbKgZ=rTMc{zXDko9RD z;d~S7xpuf)u||A!5Al$deks!-7H(l9XBrV*;&#aNLP>9nV&;|5BuL&|Z$!hOkH9f( z2)TWe0|?#Ze7~aa?QUG)Y6WXghBE^jI?fofPrx%yimM7`5e1a;fnkIr^{eJG$b-LC z@?{kwW@qw~5Y@&B8d|HC!cm|br7MLf$wSr74{xV43aYg=_iPdQGlizP}hOp042MI=qrF5 z4Eq5Bv5*rBD2P1(Ng&8a4dCw7mP0@RWv{*CKpyjjwMEy2VecTCfOqe}n1F-rv|xng z^A!jB+M?lQ2@FNS<{;t;$D<+J2l9}4Qv<#QZjjRV1c}I@)Zo$hf6I{H11iElL23Dv z3DsxN@1g%h4Hr1gU|>X`?6j}IFM&($WJyGM?9@B6Pejb`oVO)zA)*I;SW~d&^~7p} zzU}yWX5mT*Blm_HCXR9l@JYBa+gFaM01$`vJ(NZOE1O1+wSZEQ;DERYmG#?0SYOtA zQAj84bf|`fxXW^mMZrHKnjANfg33 zBMQ4U`>%9inMf*COQ4iVEP}2(KO4kWSX3@nz*W@F8C&8wLvTlQugBT-aZqWZMT87@ zY;WFd%B+{IHQD(!$hyL}z^=SG4T$W#JWoFBy`%YUk+9PFc^6#W6@M0_nuVaj2 zu49&CY;u6|P4bR~Sn~7oz4E&`ClcWj7&+HD%ehHYjZ;QbI5{K|k;8I^w1&Qh@U>>3z#klp;bxtVfLvXse`^xCm0M+3}OwX#veuz z#3p>NkB^Mfq0^!C7H^Y<%+1K}kQ4hdmuaiK4(h`B#QLe}t*BkGez<=9hX2%C3Kfb7 zd60ameB>04QBhUCeboj1Hte%;)me(7^o`zL$7KbvRj6H zZlI5PvS4JdjLFi{VuYDbcc~V)dd`c<+pc#bi1HmqlX#wZt$2H(Z(;jB$ARYYr#Wp zf^X73qu9yV$>nvWo$d$9cScE2CbmPoEygQR-0eP)vxP z?OE)koJ;HpwX@p&tGDK2AgSo6@}|-A`Amu&QZDs&`EaCh@+1R>5ml^I>JIH@$(qP` zL%hB{_l+(|?%Y_h*Y6;Z+>5{_S*18?0sqRPnA;bUlfek zTZj)+gi|+p;qXuX{nMFO+xy{o_5*T1=|7@9ksgdYj?oVPj>C#}vaTI5e?GWj{cKTJ zhBtIG^z26GPG?~y8DTuum-6g%;}#6`XZOgki;^b!@UjjqYV`yo}d{}9?K3D`&%I(NY9X^rSO?`2<(BxI zPhKZe<%=h#2g~K&umO7if>+*?rkm!r>-u>))g9G?Okj#-X-#oSiG1n87i5*tB2k&% zv;&@FyQa#%oE@=JA**#f+s}?WzZmS=c{mPT>b41wHAmf+FSniInta_0yriF0h4qDX z3>*z+VOA08q$8xA+J8K|Z)ENCR!LqYIBQaBk2UjrrFa~2t_TPd`uH!FV}-KlRvS&VpSc6K4) zKITqtig(mHao%rpAKzRFe++wcafk9~BKGIs`-=NmQJ%2O{hNAwaYxx=qrtagHD?M0JCm%`QT_NPyKp;XW%pjq#n7be!k+nC=~u3`oS_H*`k8^N<; zyTwN3usVp^vJpEk?=Ma63H;c1U+kZXztWmpo|T>*Uo~5ueqT+$(|yV`;&J_b-~Tf* z76T?djz9Ic)Z@|(#l`T1;S8pA(N^*LY@UtRYMM;Gj4WcJ(9RLHj}WGe7{uB#JjB2x zgd7(nDSdKst_jSKWs0!@PAJ~BdSEeWWIB6GzQ15%0{Z<#?sOd zG~j0-1Z0pI1OWU53I5=NKj08ICJ+J+{QnL3Ba#92Pb)NG2J}DAP|>d)1r>zF#lim- z4D5}JtQ|~k990iSp}|AVm?^3{s!B_78Q56S>lxbU8_~O3*}jrM@VIh;AFYfW^+;W< zEUg{5TzTLA>A?kletpgGmh?{-M+@G!s?u_#!Z!9sq-^wz^o(!$5J*W$dF&01x#UGY z|4k15#{1UP(b1NRfx*Sah2Djk-p1a9fr*oolY#Lg!^e+w;2v}iZq|-^u5{K8gn4!Ir6@J`#RD8{r$zKk*nFiGg&+Qy)5to8D3i$nCKZ9 z{%>qBDbMR$E;%z-BTF?AGb^xoz;p1iv9k00>Hq&}`FFrlAV+7KPmsC<$o!a z9E|LRZLGjkI`aLinZJquv+-|29){PI|A!?067!$8U^(+4@G$(J&iD|bQKniUAOs-9 zMFbUHA&*jFQc`;F`>7IQ8xXO{(B6spKy<>NSi?wUeo{xMsfm-nC&$W>%lz~W^F3W| zuG}|l-)3%jY$2aD_?~O}`*D|u-H-KdE;cSUx7Ied?6>nCt1c^UqF$%m%#owasm>f{ z5xFvgKp-R;DZt+c4Gl_2;Ps0f08sQTD!&Tz@9+OMf*S(-{;wY?KptJS#Wp^feV4pG zM^Ep7P74uC-3L^3DsxzNFFP_f_rNasK4puEBw_UK?-?>Y(a@^D@SV!jp+hy2`b6oi z9HBb6<@DC*bEx}^!T-aCA~DpIrQ!;=N@#!&ncUtpLtuB*uP^_@D#(|dG%$NDibnXq z7eER?f@C5L^pE&!J^%8LNeF%q6QqcT0Quh(y1?Ld#&?eYyW)&B@Ox^GoFTdYnHf@8 zfZzr14cEWpd=k_h3G80#BS5l>zulhYSvXS10Z$*t0Hx1i?^^E%>*(~={Z~^V$+*+y z&Md?2R(*SA-J<7+?(L=y?=fF8n|I?Q5vRWHOPTeA5B*8(_)ar}F|Dm+LR}eaek#X8 zDQ{Kz<4q)q6Cw_q|43Pzt;X&1PtKE)Rle1xk?WejloAJkV#HU`bamC&ir_Z4aOtg$ zb#$kaOQFl#UZdPixA!^DasD2ixACg#3mgj%!GC7&Dplm|rPg=yBZMR8? z%FAowq5V}<#MM|%!ZCGR|7bf~?IEqe&3|v1)_g!>(*#HIQt+OBHWo4s1UW7<>8Ht{ zIx*lWGRcMY$7Vn%!5#JOjkSJ-q&zQEk2*xF4hC$vJKo_7D9sFcjfOdZ}MJjNzMm92g6@xPfo7u+Z|UQ?=j|iVwCVN zo<{c#mIDuOT*_O|13dOZB9{}GaRQxf+Rk-vFJsxSpbcu958L|0-xW)J7yC=uG*F<# zc~$MuNpR|DrpuLfi8Of0(5Av-`MHE^B3#|!(`>$r%I*Aa^>Xv6tcy+iWs*g0Q(FhC zw$mJh%TlyP(}(AWhUB}?&qA$GDw6Z?AZ79>jPCPrzt75;-F6pthcL#QF&2~!8Ye%d z05?RpZKrjM_PGL%>5f-iCnJapvw(q1SZxKgLxdkiKW+!d7Rv||!{LY@2cC8|5;TQ{ zvyp#wr=8<&u%fFx>1nu3)z8>P^4(V^^Qy=vwt!~*UX33F09>G-wDRb=3&|W~82t#{ zP6{`=7A)3Vh_La<+iZBtL>NTeP)NXSoT$-I(E0UjJ;6G)R@t%Hr4U|f44IwxaJQaf zm?oDQyj{Ne3dkV!4`Z}bOHfEKO_ymEEsrghZsd6~EQts>=qO} ztaP=zgtRzjeQ1#WjOzIG=yVo_6M#5@x9gZF`|}R;BBD}HuzpTsUk~ zTkBz0Q;eu5aZO>at-lGq-p8`vj|9>qfxMTUq7KV*vmi+U^c&jAe7XP5Vn#oD&0=9s9S8eQ9mM3}v1S;~_4$ zMzWN9SBE)~y}B_|a)9nf^$&B+C#yEiH+94U4tkjs3Wb|(FD|#gyZI3*l}m1^YvTQQ z^w@~K-K!qQj~N0RYaDiI>U-yYEkSx%t?l}_os4;C*B%^D1N;S|(FQ`+O-}_&#Bkpk zH$N1$YJOKC>QK$mApLs&3j-`AN0()ub1sMTtUOPY6%+qOs~|ExULkfHXOTI#C7P3- zbiR{#TC<;+ijPjjRGtoTRPI5I?hIP@8^Zx!Uz}CijrE;e&Xq8htZr!)=rDppFw8_F z_J}T;_aj`E`I=EsL+3(tp9aVt%XYMr&OTvu+hxtR9UV^7o+BqR8AKn>*3*{^HvDdy zT^@C5Be)QM=ywmtf^~8zZ+i|f@r}W0e_6j!>Bf&w3>nIm7T>1qMLt7X{IqMi4|{XE zVLYn6<$hCeZDor>HyxltoBVD{uLsc9OX=4-I3K2qZ){|FkW{f5p}M&2x@bs35!h`z z33l|L8^JXKxN`Kw@R@j&ZXxP`d;H_iY@lnRx;*matHvBPu;)T2cHJ87u(XZ%yjht~ z*+^8UHeJeYzP*hb0r}+7#HviPwVQH(lIoJ*cz>BNddhQ3Wmvv{x*1q9HU4XsyJn?-jDu4vus}qyA7Rx-W>oX7cf67m%!dQyC z-Ev5$#2&^EQW*0b!f4QG`VQ;jke|l5P4oiK1xGr=cxraI6zrSV{6lUr!&%c`)M1}jjwL;+HV$;ez zoqBcIpL_tFiCld?)U&^GIE@HWrShIJT9ZD6*SU@4Po0h9<5QcQO^O={Tb7|Qk_OO>9FfT9>Q4KmjI3#Jj zp3#2a)9Kk^YgsjE>oV|60Jm-+EbPaS-PfLvx~ya4Iz$&D)jXqPV&w8uFFB~?(44y& zR%f;Nxvwe02pdV+hA2QlR6tiv_7GTW)y-A5A)NwDT-w4PYu?MvAksza3jMW=>V;ON z>SS7;SCZ%5*zt6~5OPx0-nJsr(9UcW?=e>%qO13CP|Ws`=LVwZDQTDgG|l7wvO=u& zxtJBpng4o#3$aUK+#5R)d2I0IP5F1cmkGsL@(ZrsRt}`I1priN&nDW;w>xiBjrgbd z+<{u@;WR0}MfYkfC=BP>r&BmsBuco19u+r-k6m8P$f%-^3I3C@o_BQLEqM>_k#(Iso>K^Tv!Q!4V9t}ocirsuky0lE;s#R zE#5gJds^1viM8!(bZLm>Puj1=f`+a>->QyXmi4j=<$gL^Y)zV#^s+h{5?p-4Kf)C& z`Fs(@eO#ikbV}bgZXq9kS2Y_RyQc|sqz2ee*^+)8HzCvD5^?6)8*{AZa{Qg|RsM~m zBG7N5*+g35ikZRd!(qyb zaI{8I8x~)7&f%0I8&{eXm%G_01jj;%cJz3EjlXEs8o0RflIM9A;Bk>OcoLw(XB&#c zdQup`y--Pj>LSbgSjH}$hF=6y-W)VpvGX{s^I{C`y4t_TS#=q2J=11PcsrTGiMTX9 zE^SBN;!^lsnA4_yY9f7 zmxIDSXnYLjTK&vNjaWV>i_*!0B%63S9H9(9Qg8$_DY&2*WiB-F=D}SdPao!;+~aAb z`2-tjtB-ErKDCGdhV21Ex-%6?eHr)m-E}utT!_tAycw4zw&zw-I&qZe9M*gXxSp)2zsl&qkZ z#B4m~FzZ@fpxxROxID&wL8%i&Tv54bJRE&8uEP5!5q2a4t+KLBf0k&rQdFxvE&OuL z=b0A@`s~DGn$TEj(UNKE`gC;}vHYN=c=0i*0V#&+Buo=R@j<#Si&jc{0G013?3bAj~By@ZxV*71AQT1#PmY}tH7 zjc~0_J@@PONB#lvM*%OLOT?Bh*{l1vm3RH#l$;tLgm_lU5ztlJJGmnD(m3b3%GKr; zW^bFlG9T(zntz#jv0uUH9G|7CV_R?=yY}f1Nbvqx{)h}4tzp&FWsfA9x#$m%g}5Ti zf7)0h1!HVM7oeh(PCS#XtL#+BZeSqYuMukkdsz~n_Ur2(c~+u#TxyriK<_8Ud5%^i zEcXpR`Pw<-ih4jQL?4tQoPKHOVm%H_(!**Zw)0Aqt#nOU{oJO#dS=0dvSJg~ypYU` zOgzW@POFyzmW0PN>7F@Sfjj7q8bCF$Pn!P@2V6GfwZtE~P0ID<@#?oq@>-`{LZx_)z?y1wE``9r|d zhqIbEn9&rC9lq5VsGW(#2^o=5wT z><>K#7eA;q3DY|!ue_K>bhk2=dF6W=#mB3UTb6a=%(e!d)Hf}<)a$KmDyiJ2bLSgg z7EJv~kiSLvBnfWIqah)Td^!rJ=}Af`a>hoVfUBh7;s&Cv&M(bzV z1oPSBAb%$uS)Rv26Djrhs(j;#+%hi44}Ng;(-~_K*jcF)^NViA7*S{0g?kINjWh`` zzZzm$ZKUE8j?dA{sVY6r&jVj%>>FAF3cI$g%{zLn&8ZcWX?1Sik$GN5vHrmJT;#oh z02L0g=_-G^o5{3*g+0xrGL-pF=PW@5-hy`MKI>xjl;jG7i4|3KZ~FYm`4O4O_3f;_ ziWH+a_XP}AkT`)LIZw6@2_n;&;PKJR@2OSKF3HPGT=47T4>wu`do!Ez92)9%Gub^Z z_Vc`gqwLJi-eTo%dIofcBaSke9ITc%6bbNhpd?=NH(q@ zv+&+EXXvWr1RfL-As~Z~l0(&4^pzP>5dm7i@8Ri@?sRIbx&HEzwPNiqKqc?KGi%Ih zhnKK&f}ppx+N=# zsoR-Y?=y|5rDeDbC6c4;Yc@Ke44m^!EOsgU>BgzEldF2{zrPlA165xS&>*z7V57ga zVctv2%oPbo z@|Bs93ht;i+GFS5rIoaN#;R>Uc?qcOmaE# z#oqC3upz=GiRZG_k=@+`S#qGgns-CMI0{Md(d5f>FH79Fm^9imGsPw&eL;%E`n1>T5%KdED=!_{}ti}L!+^8b8kI& z0)zov_hd{$ndXI}`X3*diKhE|*W{3Ks&rb6Cen$Nk)V_3!+SyQ{(yijvqa!Yry-`_ zzU%JtI68R6-=MV!8$+q*Hvvj+tqLV7%IntZ|5QX0~c6-JviVuaESHWRD{q)w_ zncZoX*FBk3Ao(W1<@#hcO6ttRnHmVP|C}+60=E)f%ZuixOAoCp*|9F%LJrfy=H|Xw zxeDkP@>g%)h2;*bmVv}6D}^`xG{^qViHU=NpmdLwYWm4~$F*ySs=@}2xOw7$R;qe# z>4MHMnN~Jpt=)DqChzN~4UhR0lE>@XC6GsiEgXr5&RFR0>Omc|Kk(ePe@8-k>r&pR zAfmn$91M>9v>x*QrgRCmJF499F|jp#8`sSZV$1HsS1!xc&qG%2db+#1c>x+ro!7Lhas zQh)RkB$QE#htgq&n3pZw3Q$r8){sL57;@B@wh-y$e52=s5>`H$Y*5}YN%jx8OL%h9 zKSxx8{|f<(!htf@?(ObfN+vHK+9v}Kck!7tpOw%pAqy@*fSash9~Qbh>t#HD+yzJb z{Kwq2ZG)R3LuGwv;dW|Ie;TNa_O~)OB+808vn%%g)*wpC-5VNyk5*( z{{vNhor?yH)_p@L|A+(iUl`{1a39?NU;BeZ07YE06n!7$!72HLXvV~o4wC4-H?w)> z-wcCN(D!B>j8sgs$af|7{v;WMkPp01?NNdRFIaD+w<-RTqfmwvT0!CQzWc3Cv6OnY z@vBoy1B!J|rtKA5zUucs@aLUZ)b$dlWC#9ry#H$f-H3n%>XB7m74UCoaJxX#D-1lM zQ}F|Q9{p#_0tOiFJq~Fb!iM@UDH=t9rTEdi(>(3JrEV$<;NpGxeJQzE4Mn5zKaelz z;!{RbnGAPG{OO_6@PEzYFYx$QPD?{$v5i%3|G#Dee~F`m66~&YEG#J+xo3t}Y@suL&ZZFhIrZJsPqEWS zK=L$JWIhKy1Wqz~J=DltayKa8oOfZ}n3rEZy*HOfdoVG@Df^^tjrir*H-<%+ws z?_sGxf^(O*6N4^kxkNQ5MRot!E}J0fvSJcuI;P3@5y$bVJylJ>MHIkpzNo! zxj}}NZ}pF_Wr8(4NB%SM?o5V%>Ma5YP~y`DggEI0v0rp_PO%xZ!SL?E zfw_u;!Y0Q>EWrb&&*FKE3!FlO>15Vf8%I!Pg$vAPbi}=wK2OZXLZusxIxvn9>?R~m zz847nrOb&HV9$vEuilL#F`h73slKiNL}5qk$#jw2&93fMh8FTqOvl2 z#<2O1#QI!ZbHmC`iseglZpJ^UJa}DHahcH2@j#8 zm0rxoBS5KlNbi2oOw09#ee#sK0pC-@F5D8zutZ1e{!&-2jQsa7n&^yyU1`;acLVpn zFo?d&*|O<;ok;ythpJvc&+}fK&K86|=)CU4Z$GnZmo|>oUqPgrK;hMYb}`7uhY1Td zNUL9zh2U~$6j8+FbfuN9Fv2JT!dN+RG^y?nX{YYFb7?kOfg>Piz2J&L;P@}E2{JZT z=s;)2a~@Sk2FeD@%zy)1Y^atOhW6i6PNyrplRY%w2gO>;Xls6|lT8qUigpsV-B_It z6kQGq^PBS1y_!goJ@+z$guJHnq(6vx4T=2a5?)a*`Vv@YB9id=y~*sLL}ciqt_ar( zd=6V(U9NKxY;O_)y;)evgWBFh>es}k#2LR|Ysqal73YlesG@tRsJQG0vvMTQMX<-! zr06ojhmy4jzK6Y(bemCV+TTt0JITvn+;wTL(m*3t$@M0jeFb=*>benP-QfdicIokW zT)zx{mw4lqN1%%|(~IQ&dy`~&YcO{C)cfVp_~hk+4&#)V|E?2t$^Ec&x9u|ZbSpVL z?T<=o@SqAsGQslP5f~|mvfOMG%dA4zT@hUya7Rf*W5M%eIG;qTa&4aZ0#u}dQe!4m z(Q;Di2o}6OsvaN1V@Lx*kg%F7CNmRqs?-UfGLkO4tbPq?v_t*%dm>Xf89SpFo_)bI zJByj{<@vUKxu3-Q$m^y$y|L2|uD^HJ>3NVUz2W8Q)ca(VeHF7i8pqciTxA;LbDYqu_?a5`v?r|~9Z#}GK^^}i`BD*`9fP@ocA zl;ZcPM>85WPW<S$1Bu!mH&A(FIq@zz$^s1&Hext;lkFm)ZEKI}>I@oLb46 z@CQBa7ca)Foz|g5WNu$MPwmFw!tL+ibi;z9Zo#}bL%D4~FWJ89xaqJAaS9^m1|iq4 zL*hf}){M5tv9Ge}vePWGu>;JgV$vTk`z;JYgbeH`bXiELAFmHpwx+&+6%~P?#0-qP z=Diusu?YIAvw!kI8yLq8#mPjNEgI>J7B{Qo{dG@s-p4Nq+4vJ2v1>+gY3b+=dM^6k zhnt)tKp$#i>{zTbMOeywh33Fw?<~ncKA>4s>h#X|$YfP6$R-1y6oB9_AVaAn=FxT@ zZqq>Wa@T)y-cRCU%A=0JzGN#bCrV=1gMO0F|76y;g>;f=$$Q>|p=Sm8#uYckZnLiu zo&2+*XZ$r9&*PLNLx71|!^qq75ToTA=(#B zEC?b`soG>5#WCVoL`J=hd}QJ^LNpa2r9y@?7X~)9eSK_de>%3I(-(8cjj*a;Wn6-}Ny#cC!cO3V+TMs(%fkv@?bvzzm-$=yWzTz;> zdopJb=|q+8X&)t@>k-dIW8sq(z6JHh7mv* zgtf}1098I8tydcuj)!(IxSdo!BlNJ%L43LOe%YmzN!crFy-}~fp3z{Z@PqUn=nY^% zY}S~nVBuBu$5=Q&w(;g>G(dYi-|(n`VN|A_>-%Xn5Je`<3PDhjZB_Eihhv;Av=By%ZZEbZ!mnn~(*-Mn$~Hl-Ub zVp}c=*k0FDRoxgFJ%etZ>9k)@KYsxWG#^I)^}W@0Z;PtIeYL($uo?3J-O#S69SH%d zED`-Qri3;4dGl-BRhJRd_`ei^m~fyJRzk(ivu;$>6fS^uUWdNjh~b1SS_})JqnMOC zY0=AN`U{Hzn=9;P-sL#|YH9oPgB~NL7U4+k2eT5wX4LahZH#?fqMUOcZ?NUDgL|eu z2{nvIRN-jaf{f zn{9vIX7m%jM1#|W%wiIZi7mc_Nc3C%y~7TsyU@0({RKr12_0IfO~{z;yY4sX3mFFe zgDo+dbyky^gE{zgU-OR-egj2mw}bnVSd6>5K!aN?=w@o3TWa-T3sD8dSK!h3NTX`$ zn0u3p?=`jpNeFaV|ETzzJRW3oqdhkK#G7WvOC-lNiGX- zdqx7k&qgPr?1-`)eg?~v}`Mv=$AMymjc*-Ed0ibnb@K0FwO;ut&$HrOc;sz!bQs}HOr43>JNjm~WNJAz`y>|-Vt*ep^QO) zYDr7XedK>xtG(zeG$x}DituZkWbir z0LBOM4K;#EbZB|nrHedfoWo!%`BZSmY|0Oa*~w^NTdLO~)Y-cPFD;+6&r&X)3AfaU zYrTv2Q`2Me6HY)C+nlZ++BkooIzTC`)|4a$%HX`k?b6o=6{OQ7pk4Bz$3dZ_ zSAe|pa%~vhCiFb;TaN;qDWoQPel|R#O`Yce^sz)qW6+IH<6G1P8%RjJF1ZpI+icWh z!5=5f%^ESjgvXEXjeca3A}dh}k%|KB^*Q7(`>^Py5NZfrh2KuhKZB#kW@)zho=(yl zOk7(jg-Ln!cXt4SBPowAhy;rY&>1*z5!J?z(H#Du?4F1`G9$NJ6%RfB<(yQqu>rfT z7Ol5Pl<8udi0OX&(kt`}$@Y7&XT5*hvGl3Jpi=!ukLA1XO4NDeV+0^fNMj!XjY-V4 zA;K)8JO~VB{{Z7>OY45SBovH}#4vcrm>{9xul_nb!)=mwx{=gU6?o$$;KMq@s#EeE zI&@{z17NgBF4~bF=Mi_+=}#p|u+X2OI9VgppXB3`UYowqGo{@-Yv(q)v z$|uppdI!z`6c3fP3fx>@!GkNC9>s?Yg=WDSsr3h^5$rs|_e;VK6^qu*0W8LL0$e*L zY_^{+ZAX~;Y4eS!q?-iP)*{%Tx(JVfW15WK?%Us0rg&#)iA#a_m^>f5bkQ>COot63 z!LN?N2?)-DAQxL7g{ns~#mHvX+^Q_G(iFK+h9R2i_dq}8iOl*r{ZP_OT{)rd^VZX^ z<-Jbmfe;5WBUMpF6==L#x?iEdWe;*Y0ivO2q9isl!%R(cT^}NFrZ&fc^2;g@ISp4t z;)@W7hz8n<@-}>}>txM8f&=%$i^P2|v*Mg&M_(K=51sHYA2?4MWkyT8qiPf8M^s(- z!EED-@xy%JFBP5E!CVf5cThzZWsP~_*^tm6ab^)t6wwLWj6xrDvI^}OR+LICh)HYaLJcaJ3kda~oD?L%&(%2B_~bL!5VnJJR1E3jM6_tk_>ISX zQ`O=&p^O;x;N7&lmWjlk5n+0_OU<@%c@zhtL!3nR5eKp!4uYk(HTu$&I}(*D0xV?n zVWo^_$u@0ns)${QDUxFPXVe(5?~R432ANqIN*HX@V(>|JKjBZ`^_<_Q^s8cB5)9>A zgRQ)V9STN|qoP&hE$9Km=|dWcJ$w+My;xM@?|oTsgo8P7CPQ9epAKGC#lRsr7Dl<> z)avG8PhZWAb7{l)MjeNl&w4$2t+sO8 zxSK}6^No?L%7b?m?=%^i=$_5h#n?E(;#qX#?$*Q)G#%~#uyN-FG=n%pCrgRa!kBIQGW()*+Ob8|zbIKHjTI{M z%t@;tLwCuD8CtL8``ZXj33c@cFd}h~3~4`0))x>aPlhtIaWr%pRB{<}&=MM)b!LBR zxz{!SIyZ;ON^G6mM2k1$uUiI>Sm%tKwHYI>2zmt zF7oH(I(@X#y0skcHay))wn4!l_nN&Yj^Mpfz3qTT1sK1{3l(frOzN^+EOZ11cs2Y` zVH9Cc+ZEPGT_pJgzjf)+iUbF$XFxviZ;T~@cD5Ly&^Z3qdC2`oxcY=-q*9P&cIc+j zlq>zvBX?hqEp!l(5D^=uVE{2Bm$ar-a|_5U*Kvr@j9$O*GUn@8(+b_9;f_1v5GcRZ zrj$r`j`AML1RJy&w3k}d&F9T;(qf9cSO9dq zAbF}9WtGUmLgEsm#1&!87d(iu(mfN|h@1_PvLJ}L=%$4qL~u@>i~H#6m?O}vRt<`K zufn|$F(vcJ22RvxYB zjQ{1gGL8q>4+gsZ{HRadn~B)Pqw!8AS&vkgW5O`w+T_G1vm=$ufm90ihu6;MGW0P$ zwoxx^f95d`@*{0)e_jzjUp{}GM77+&*9_NGOgFG3HPNs;r@|X{!TbPp!?jF|XDW;+O73-CrHtfqfZ-xWzND7Y6iiW!s1h_&63K zKXTNgrE8=_2xVxZQ;P>?Yj!F(fAfO~?VHqRawBqG1NFWad9B<`tfL3xA>$j21QL;T z+zVC+p(Q_F)tS0x;zej4gyCVSgB+CsTQGviGL1lp>0gkZdT8>)!WsS8J?Wsqo1QC)KVqJE1CbYHR4KMXQR=<7PV}$ad;ks-C>*@;?$rB!E8k>@0J27p zQ6g`i`gEqqNr;pmU?~5c#M-?G8C}<}5JQ%S>F%4!F>L7CmmmX^5uyI&b2grEHhD#0 z-z0zzt~YQ{(-^aCIP?*|n?;MR^Ke2h&MV=jhAOcV#4z5`Wqi|TI~SdYx2ZRZ*{vtG zr}`dT7Ac5hFLnM?uA?CYNg;`jSSI#C)4?Ie&g&`(0^gDOcxcVk<(RXF%?IO!Ck_UW z$6hFm4XHGS9zg9g#dd*v^|NbC|6GO-2K?FTuKpyNUOPZD#3~>m9+#ti2Gp#>LqxUHj=Tu-X1IDJ8ZWM_b?M`-MnXlj9V`3237rh#lvK z)c~^ab{qrB4Gw&pb0au^{C9w=*8*9*!26`X3LJ4HP)uaF7$MFPW=JC2VB8-Xq~--I z_|*6o0{UCAv*zQFBaO;cT$}tWYF}uhef+0RrpN)sRE;jIHxjtqZwbr&HCXE1BEt7@ zh-6@wKV_2qJiEd?u<%+)*9}~-p^XgD|FcGLc@JIeEzkhAd(5mY)xp1^2LrvVK~1bo z&J9>`JN>gzAsIWQe-&=mpJNQI%ENhe!wD1WyT5=F1*@{vUq2dvB#VNF3>KC$4igKD zWF$J$A9Y7r%Dg#UA^6^D)%Y+MtZH!{5? zMQ0{Dce~Hb!G;HofOS3)7J2elg;oIXt*#WTboJ%k04Kk}$C$DCd}!HEu2uLfrgF?1 zRY+vT4U~F(CTRr|<`wb%i6QS`{WyGcD=*RRm0D6?fq&#z%e?9PrTq%)_@Dv7xN>Je zs>8@tC?49BUAWat)~8S?!G&rQ+1YGSRI(*ObODEeLBdlEN@(Mc#w@y&F^R|qACJT? zIsfrZF=${#iQ8!WEin)!AZ)M#*gV!_JJ+h%=jX~o{F|{IL>-{on~W~H7_u-lRrwXY z;hB^FSjHf*jAgj`?8JAs(EByg z#6=|&9A)iFMM*K%Nmi>JBIZ*RsyVbY6+$C79q9oyc&~c@ee=utFTI-v3ecRB=q$Q< zhK&zWUvou-B33!trHq9J32?!ZM$}(Q_5bwvIk!;)uA*U=gUeWk;Ekntv8b~6SD9Ov z6Cj@ix?32VCK{x@*4Fe{4&8KIsRO=a0@$Ub);s3R#P_L3xm%sTLSdp{2axLxY2N;i z^aS1*p!Lr;5)F2Y9h)ZQX=}7Z97hV!`036%=L9-i_jAx&3wrWL%r=4v+DPs}awwhG z6#vv!#RN#5zKu8%t%ilKG0%8*VIOvx-Swm0Nq+>UZ(q1JVygtGH$H>9J zE-5*bxRj8&<^d}nWv>yf82chJ=v^QgEB*D4A;h|q#VCS?KY#OYhun_o+ zd;s>ulJ6#Y&EOwi?nl^hanF7M#xX>6*ykH@t*x}U@fPhiGG1bc!b;K&>yd9$P|8*=EgX&zz9vYAa{_iIZ=wSGc{`>q zpyV~1=Ya}?2|%LzNNCD2q$l_Oo#~JyFb)Ii$}R_&EomW|4POtkI%|6>6DY)<33%DrZFckL>iiK~4J8&cKRP~ic zR8u7gP&aN3ckv*nq{-yS{){l0Llf_)4E%q*o%L5#VIS>jh8{u~dI&*~7`ht?1yMky znGq@J1_>D&=@5pHkXEFT?(UTCF6l1s;eGGB*8L0aZ>)7@hBI-VdA@sp_MXmKpy{NlO5+l9&FxRhBJ-``X32`*N`cxwUmvKp8gtKYmc{KIWf zJ#6TG_GdpoD-z#BEBMb_eeU+AfA=@bR}a(q{%*g4-9hdT}C^LlX7G!2-GA*@Uc1(TP z4#`tr%K5)DK~xocskGwVf!`MS6Gu&;s4j!vdD~%~kL6 zSJlF&eZa{}+yy)((O6(`JVJ^h3#I`$fIKv!5cx`;X&4EvzFY~z6z~BIy=p#_&Hx`_ zlTJdnF?Ep|z`dNXsaa3RBpI{Ynx(a=c)eu@I|m;EucZr%a-_3e{gD#1TI@4mm$upk z)4PHc#R6mkq}y*pNLl6@E*5qt44ejrd25t!0SOs{9K#>&i12&We>aQ&YW+#1 zMaQw1d)%6C=3l+TVul$yZS*_Dv8m$^`Ju1Uu9B}}uhMlf-Y(%HlkmR&kzpFf0Sz+( zR&!G|k?<7M%RlK$s<4gTWnQ7#7nX8lPrq%iNP*!Y$PGNgxSh9wGGXJ=07%+d6500u8Xc}wgR@6>P zgJ4MtSf~5*5^94mQZO2!b*cbDV0h#TiUCr=2^CT0^Z?_Qq8%x8nV>0t?-sin;bU^{ z4l}>~VhmUU7)@S^)>U4Q9Y7pAL(c4grg$%{EBOia1-@4PLCW5L@mPDvo2*i0eVf+#S7 zTI?x1==8zW&Kx=-ydy+M_l`H;ewRA7iBjn~31Nu@4GnK1&Y5)Fn+#3{ZPb=Lu6ZuH z6HBo-J}fmO(Lb+*Ds-ct$fx_942WPlAsVIqkQMW&D-icwc zVquYi!Q+gC4;u1J*QG-zwR!c!;8=mQi~aqISY}7HE+2Q1JG|cwU|T3d^IzrPSBCg@ z`cpFD6gBh0$JIqc2K&2i}L5knEye?_K~a$S?__mXseR zGsZ|NFL}A--$J%DqRdF-oh*5|zg-7g0^vTeBW~B*dANNz5TEPECPLn3mxs#;p4`td zlbOK`I}ART2sgmAuLJZ@HXW(v>VwiQ203skz>{FhK`-EYNheGbq^`2$hmxl)z$LuN zQ?nNP>Kzxwe~1_Yo@(f66NgrAfJ1)(-Y|5jO|%5y9RfVzim4Io<0(f$40029|LX!c ziYVOy&bnb1c(MG@FcF*iud`a~o$k&iaqBN;tcrbE!Wmi#JF#|zT=%AYrJN`xsJj?E z3;j9X8{AD)HLe53C%@Yg5;w?^S|9R`wBNveIWW^U+@YQ^4cm!J4npu$j3W6yF(@md zi49~25@CCxmI0yLvi6z+V-vmwFM8e1nV_xEypL8*s_3MP#zo?xUUqtqjv=a*$mPtH z@Ky8nCVuHhzlz0;ect#j&{aGGWts67@8)m zLruuwY_U=pF-~O`Xx{AW#l#8;&u6)cAwibq%lLEAK#l?HM4h&#Yw3m2cyN8qP>ked z46ch7faHdtkxR`GG$O94)NoDEkX9gyMg$6XB`F}uYrD#-xZ(G#_r<(_5(^eK0^m6a z$YFO0_pMHAJyR_wV06i$>_JqE*j-wq+GnIC+>tF!_7lb`p7)=kZBNwmQC_~506afb z^IGh!Xl#(rb01;L5z3i<(PuJ`)9zIl=n&b$v)1MIjPJ4DM@p-Ufhi>)K25yYQd=4R z7)omh6V?2}dpxADysw?pqW1;S-G1@sJFCmcZ6~iAucq6r;8T%nHcjshO8|Jo zxFLCsy(pbb6xrX!p634ka*(MXp%!AEmSx9u6}-hBc@@WUH8P1(W*Xhr01vc}HHAZh zr+xRA%!gjzPd1)czM|SuhVPq&`%Wx*0I13DX|~g6MZbtF5`abKo7Oa*385$p@||J}NlfhWD0>Lh>T9@KoPObsJ|83#OA*Wo7P zN!PLLCXbP2r0%k~4w3Kx{`?d?7ZqjieB5vf_mjv+_`$w{bb)RBKT~;{ZjWWhOGy<&_qinwt_>X#~l(eAL}Os0&nvCJ(swVinX9&}Cx zagKIu|F);a^((pVmhEYtKo6auKNcp-1!|6oa%&EJwid>LqX>>A5obBeO=}-%VbZZi zGs}>FE?3jm5Ra`29+H)fNoY9$XfUF`d0ZhlJAKX1^r`nOWH3d@s9C8ATUAsG*f9lk zTDm7>bTqusNDZ4E?<>k*wyU(_)dZ`yLQY=hG; zPj}clqf3^ZmdsBU(^qzNFFh0!J)jv!P?F*A$~sR&H!>UA6c!3SQYULG+@6?84S$lA z=x}=LSyh$VYtHp#EtQu@nf5ciiXegkx`yD1mXzO82x$|9A;_blhyEc!aAi%rk>>UY zB7tyhaw#%Gh+j{dJv(OyHhj$f6}Q#6M=$7K-L!hW7Cr*2bowG@U)Di$DFS4bpFxe^(+AP51m7zg=Ny2y zeySXUPBpHX?*e=}A&N5mo#>n7r;OK)XT0S2_EAm&;BXcTJL)dT&#fp6rL8CsIfQ)c z-!HtSW)wB<4x1T^lH%sy2w4soEgZ&!oQ4nPq_YTS$nfz%4+Dal>tkxj^LV=GoYZ_t zTQHo&lS!_5oqz%@8XRtntC5Ql6x=T$iOQjWIlcwryA;cx>48r_JoSLlWG`E+*YV>Z zt?>s;gU+6AUll1G!lI$yV_i`3tKOMbT_oHb0~`S$8dVTQMUiCJiN#~6XbA}~PRq#1;%klx z<5fA1#;>j8+rT~%qKisx51r+J+gRu$>&2#f{r|mWx4AYBt5k$x?<}1Ai3mm z?4Q}ZM~cTrNU%A_LQ;{G8b_k3?Q>ME>A)*bMEM{)CE%Vahp1e0sNtw#x8hA8N~@F4 z5>G89JL%WwXX9|9oRt|ovfCua0my3U{%YtmjvNLdPAlPr8`KMK&^(tc^fsI}oJle& zK}+r-T+nNW7RSu$?F`RGQ@Ic&Lk)8eUvcTwcT5Xil!ulJW>=Y?MD(4D^>TKh9Z^`B zFI+o+zgZ><77}u~IBVQ+r7QakuZL;K&9r6cy_6#xm}pQ}!$mnWbtm<2$GHwl2?kPj zT`1AT!7OVw7%WBE)1*~XbCww#z=!SnpH?`6S&;6HrjhY-_xD(TOlNTPeAeQ;OB`&b zQ3(U(qEo-lH}sBBaob`$O5MT@>!$7>W^+Y9_X@HRa{cv=#bLuQFB?DYG%3DRwr);mk{~w%mc|`uhC=ArV@d9?H7JKi8?pIiuZ3 zGkHhWK=w&zW+oygMfzkQH~)&j9A||{LoYv2YfR+vxM~M;vk$3-_y`o*6U?_nr^Sq8 z-5(EBEfJrv7G0%9WAT$JpiR|+^rPC{{m#(_IP@?>-t{xW-udP~TlL+>96B+Shooea zn)!BUbI++%|hTx#kSgX0Q?E^;yHqfjY0laL4E=I z`t4M4h>$zJe8xDq`>Qmv(NY~;K0}&n2R4LHp8db{*waO>hSWrzS6^G^iWKcgnQ>TMF+EEk>P6)gccPwb- z6up(g&cQ5JmBHOd;d_WPJx*Z9yoCmn?G^FSzLF%mJmfo#84j$`e z$0V0WYsB3@p<@7(f}sY!Xq|HtsXt}gTLVTHZOWyO5r&w%%)=q23vmNGQzr;u=w%uL z_|-*2=aFaoz})z)4j@|nl*r?33?|F@pjWTid-ebDwwv8%7VWF1kNQ8bxb61c_p4SxGQ#k(E_-5E`rSt^RGcR`EhnT>9Q9Hpt1RQ#AK{KVLf;YQ5RLc4J%cROUozpBq?tmYr06d}vNgu?|Z8$Zzae60m7 zJ7~PwhuUABS2fWKW)DeS7!3cGn`*5nx%33)OhnTU;1k&NN9U0M<_t!{k}ni{gMK4| ze){uOpD~VxXLuYcuayfrhv@g~c>r76B>YF-lPjImXYsaPp4c8HJo8z+S-9|nq9K`6 z=vE>KaLDV2^j2hR%=27`M6;t6)=*8?;*Y@Dwb zmU^#Hnh=`aEJKv_%3z{oJ|jbm#wu98|R zSYKruviImYEqbFR+dk9XO-+XeP!FW$En^c1h;nO`3I;AVf@9B9V6`nG%bPZgj>`-Q zwFN8_&TXBx31>9K&n>u~COXoHJQehd0YU-b!1Do(l)HkPle;Dd-ll)n?$+?)NAn`W z(j#X(<1*lEFh49Hp)sdkV&(2RBMIa{Z6-Vy9fOQRLQPW9q+k2^TZ=E5otnyy1Um@? zjH32iN0%dr>2)e#6VG0zRftxlA&|M-)|dyzq}^fO_fF7?sE}RX&-f^Z z20m3k^qZro&vXkfcIdDLs0h4QT&FMPeCj8&oh`n>LCp#9aONQxdnZb-L8a|xS*qgz zU7bjt2^Q4_y2;&>(xvBKD0=a?Tjy1`m@!S{+eU=8otHs9g|wHn3Jy4MRL)n3j)>^Y zb~|>%jFM2P0A2pai|pw_o9sf(xNRV1#f72PZ6Ql}3 z_5iHwcdj6SYi@gpCYb#VOCqwJx=@g8x71Wg4CY>V`5si5ikgNV0Q|p5K?qxJfSnMr zsz=wwi!;e05xu!F4H+q$H*qM?3u_aKs}7GD??_xmFMBT_B0qBz&Q~e9M_YRFff^O8 zS@%0DN5eav(r&x=?nzMAS38I$l?)rRw6wI(%`5$+N(Npqh8n(*kkO~~vLMV>^zCPK z(7{?)Bc<kB+r|8pvH1OvSKG-iWiB36%@#GJ`zUuBAxhiIqPg*$ttq5PvH?D4$ zx;q_fF^a=BLTP8uY*(4M{3is7t(eh!ahF!vVA#YHv1{~c^2|x-PlS=Bco};JhP-x+ zZYH;a?AKo~z6rmhLeHhR(jbODRneuzgZIWp>>7RRXIVQj4WgpS;G++&-;*7_5#Oo8cL5iL+D zaj;MASHh<_e9Et-83U5$Aj0TJGhS^`z3gfpb&UVjY)7icMyS9QNUTP`f_h{sbV;TmO> z_HysWJOyxadORuc{{c^RWZDKdu%5&#B+<7~8#q#N*c5O3FuXPeI55&vg z^1rs_7|+F=K(+)k`iIGPDMQ^0j?Eq!HeH_`%(GWNZnpxHW2aPdfRJ8b*)JWuvvAA5 zsJ~9x3S^chS_O1eJbFu%T*(KYPmXV|Tqw@M2xf}3tw-!n^S9R@*JHL8yZu@W&U)@x zW6;>(sMgo&Ao(_PJ!qu44eW$o^y&)nHX@JJV4@5{XQu=sw!j?zQvRCtE?RWrlRR9W z)#Q7ymDT7Rpslt1q_C2xa2~G9K7=+0AUPn2XMXwy5J`|d<*`D5Q@R@EUQHOsQe++n3IbuTkIIx=_I9Wc5?a5!OL(5Lmctn(as){0xII`t#nT9gB{n9= zfZquJ`ShlX@W3x)&4VA3ErxH{vKHdv7#&UC&39Ird)(8sa{cE1w^sgcPR4G!2rqYJ zH+Ajz>`r0suA^jubFrY!(aWUU=nAF?g_)p=aJwjPiRc-J!GP!Don#?E>zim698;VU zX~NK~*w_C26Wen(Qy&9`Ioa_;sac+N?#hT$@O%xIksz}a)gzgqdeJLO5vv8N!E!_H zH&2gz)Hn4+ybft>zuvcz9q51HvH4E4^wB0s!mh~kI;U%nJ^eF9+3rGRFm2_`b&*D~ zPYV&pLH?Y7r@vCrd}D<5g2-Z(w?e`8s%L5zIwG!a9J~F<>E;fRx+`Tdo!ffUFn-dw zfc3*leG=xn_P+M(%lA!f$)2_JO8d!rYSm_3oVh_P!lBO#Wr<_>_V1w?%F6}o^KppR_l(@?sxuB&}mJCp)v_pk|kszGKB`achIwJpkJ<= zGq<<<^~9)tV=+U&Tvl$y=WEIC+;{_{SnFcNFGq_*A8Qda!%#VZf6&8+!8!{o;wSb6 zjx;9?P!zrHA6nf-uEs)bdq!{1g$|}Gt7c7B6(q+>lixf(LcK@{7vp0NxL?ew4c=X) ziX^YScCbIrc57fg%YxE#cXV8aLZ6hq0l^a#(&du}CCo_(XN~=>Hg3))jb(s_5H#OA z#;rDY?bg%a#)vJNwM)^o zb1$>b35Lx1`&6;Bg|Hky8U@z=C%_aL{uxea(kV^3*M@G3dW)FpbO$XI0|}<7p8-x4 zFPHkvy!RT=(?9`TfO0-6U}jspox9w?e}8PNlh{#bHYPJvT7x6g$w@(iJf@nYK$pNF zM-gJsBN>rBVJ%s?xh8Eh9uAu@xa+BFK;p{3H=fMlZV78SUsR#QZ;Y;I9@YIQmbY=X zbpS{MYp?}{wEK}i`+Ec>_$7=_{uRtaz8Y4_pMWy+cdwwa04xI!%2|_s98q=#d1Sh! zT=!52Gi_p70iz|P{7D@*21aCwr+UVAz6}z)FV>Mrg>lL*2!@f^HC~y){vb?b$Z_EJ zipFM%A4A?l@F5hV&{s=hT=dmJ)qxI7L?>W93|A86YI|UD#!-Ll=~mh%g*2?t+RQnY z7xA`gj*B>iU?Pqon8kJbwI!sB4_J18X0@`U_igM89)|~=so5cn`!}erQ$YBApkpf@ zdw|p^xHp>0O0t>G4C|uOZO$S11{f}A2N5q9PHC}=w$&FXz68s5<%Wj^zvxVz-r}X& zHtOsrv*pp<3H1$nW}1aiv3TF3lsUUq7QSfzhu%Q{O_^+>M+X!F6^DyQ8#zXtlFE0Y zNFboGmvE|=OUdb^{n@5uK^$=A$0Q&~q{{Aa>Xg$IUy2yzkSTdSBi1KLWKtzHz?6yx4I2;)czXOp}l6oxq~$fN>Y)KKnwjk}`a#PX{>1po zp17(v39y%B!i!!f_HzK_+v<=NA?)l#X+=_rrWA7@y4;PalO3DC^W_m-xH0vnMnBV^ zgtenJ4|OF!<$QvfjGd$n6!32Np_x&@a8$V?Q9`e60BXZ+%ixU!hV^mf1FQ6W{wRJl#f*otgOe zahAXLhtA`8L?al@s{$+1Il!9zvT*6}-z(oYG(}v))$+10GOREl!kG#(4fyb^(U!Y(~ga{0{w0nXRDh$yU6zGY1 zb7T?@QwObrhsdLZS!a*@oo&oD|NJ@Io|rt_UMTJ`HZC53%$eupEZsVr}_e{)aIQNf6TqF8ZtZ4V(uX8JaFAuzl_?@xgD;vHNPddj4D zLX>Fi72<|85f#(8cs(`UIy_+ohz6l zCm+lV*C|BsQe(pDToVv(RiG&v5?u{%jz282Hl$s|N@i~S`hemuCjm%6&%Avb5xUy~ z6(OhTl34h`w(bG?i_Gc=q>kZI`mh-j5ipJn$hL&3%jALP%1A9%aM zY3`dXOF5kLG{kHmg7UnE9itj6syb)yAn&n(?J_qMAs}JYz)CC4G_888177wk1|#W0 zs|vCTm=~%2WyqPySz^y3A<)8+=ggtm-r(#C?1Fb{8F9obXmrqfC!)eiC}8x-${u?2 zwH%og!a9RhBc17(UOk~L6pIb2P&v;hutcE>WWupMVnl4@$oiZTCJ&d}+NuKv9A6-7 zHHj79{6>~>Bz`ib&0k#HZ|L`y-d!zJ`>|6$`Hg#mezTJ4MbmM@rcjj2{Jgk=h;^yT zO#8)0n(t~PzC!3+ctirZHN5xUHTs8dvvBHa4`e6*g~S>DjsDZ>$s}dT?d_i5fB*H` zT~=m^z70$vv7{U6M#Q3#zE)S2^>v_Hr76#@lSzpFPEbf45WYot-%#y21@69{>{fIs z*r(}@8td2`XGyHVdoMA`R|GNoq3Q5mQofDgEu3*NYDkw{;ck^kZ1pB+0LVO%39`9< z+piwCda-eN@FQ>1j}^O9D&X0+ytKQX5qE<`r@+SMZ(@KFOFbFOnw;R?m0jm6UDXY0 z#_jHsWtV$oG1@mFnD;|~Jh^K9yvZ4TvhqT$zQfxl&Sdm)kA!qQ{m!t%BY0e%$0N_h zWh9f;M-7^)YQ9&{g$@l)${ngfw>X((x@;X4y=eYT{(OCD@!v8ST%C0Lp$=>~*PJxC z{R}!XEhOLlJi(9Lm3sa(2q_AYy$m1@Csj*`$6Ov->y|3&Nq2Z2ZMggS9TziTp~6k3VZ` z)s<}NLv9U1J!i0jJg|peIj0HD{+UWne)*@UrHQ@Mtt5Ck<6l-oZ(VpjXKpYddIj?K z3n?^z#6ahBTO7q*v^R8E2bwAyhkQlaiJO~nABOvsl4)#`)LIr-M_iD$pZ?UCGE9MW zHjTvVCrYa{!QavSd{gG1N1W=PmsEr{A2)t2rY{AZ>HpfUHF(*djc))yghWABhdB}7 z&$qIof{rNE^3;;ZIz_NptreO@ySzJ97Km1P?oI%H2H*RuB$#mZ=*vxb#3{o5Uyp{* ziVqOB4?YtGfTsH0^{y##8J-&|J)YqN1BrI~wWH_#<%Ci4C@{q0GWzP!=^Io5XGG>a z%z`8R>M1O2wR^j z1VO`X=jYj|1!=+$H+$t8(TcND^b*7vUVUa|&Dre%B~-l? z9Mi|%vzaCFpV!o9Im)Lpe>;8Ko&M#vQF}$)?L#Y7yP@&wcdq(3nuO{d>hk&6AsVWq zcP>AiPRs`#iPEaueNyc(1;ny!Xay2|qD{<@h_W9*1~QhZr80lVSiOwz+2Sec$cv^Kc0mv{|CJsb^x9!RhU z=p79{0J}VYoSG;`%u2tkYDRyx zAIHs!=-WVu+YQLR%a!L*JHvkUzTuzYBL9q3{c|ej<6y9eD5y#An4fxf}U&5X$7(+ zT(z~eb-TDGYJXv#$8bof@h^_`sOXj8vxI59SRoK11kUy%6OUr=H#`vm_le&eOOwOrHB;?U}v-M zgl%Y6MMnP~?eteW2=L~=yoW$)(nQN!lHjL$f!UBGu+j<-acP z=fs>0FBp6hj|I)99P|dMjU68eQnY1rRvLvXTZlJvYAq`JE8dYFe!$-wLKqeD=jiYB z87_VMwAOHx&PZE(#V48`J(Ar!)YVVh|Hy_OLhwQJ&qRJ+e3#-7npOeg{=0{5GCN(+ zDQ()>(p#0n4er!kqkn5}M9j8yG*~y3!Yi~%98Z+E)O%(c!$cnaieqMi$LUDErY@I@ zIr89n;|n(TRr(ec6yODYjzEi!Y=gioUrCb_l0Q|$$ThGqh6Vc}U_^x5h@kG^(69BX zLwbA@2{ zla@OD#6~M`KkaD2l<}R_rH7aJ+35`BKZY>V&bV=$j;}Zv7Ue6x+mG2KVgHorU9=C? zo*A?4_X`XW(x?C~5E%`+fF$`xK1yq#S^|+Nv5H1J-cmRRG;JXBXD#!-$upWGt}C$Z zsyR4l|NT9m{j>5TTdHX_*skuYXVu;Sw++r;FaINwf!B08@TeO-L50n4Zbrif(UE+l z%LJ`oA2<+;=wa4U`0cZ%Vw@Rv%DAkreoSjpM=wWWVfSrV%!*UM*3+PJ$ZljJrS_Ra zi&)xFKc9E1Ar*Qt|MO)GlJpgGRL4+*_C$>aQ0sqx}6SbmW#P0IT2 zoINkz5JYYL20{|e5V$z99EHWG16A{K+f{B`**)>3w7Tk1!mN{!`%(>vz@=gOlTM) z3+`EMv!o|d-jwBx*Ua*PPm8LV_vl_W1u(Uw;xZ??P@@nmte49qpCKUlHOzAA0CQVH zkx$cG_-9sB7Iyzd@!SH13B~GkoQ5=Y2_k~%0O>$-yS-aA@2c<44)BsX_ELk%)M{(s zQ^Jc}Ef|}7erxKNdcgB!L`iiL%yHw+jXY1BDGoQvR~nTxVq>gM5>Pu5PE+B(EODE) zsgiUYW624SWtW+lRJ78QxT)j^(nYjb5OO#}bViHUp-EZ0GkPaRC>?q$=7yg$ovMF= zA6~p5SOCU@s>v*XGGc6Kx0fd31`v`z9y$?F#~x~(`_N|}T@_)P8I5tPFKGVz=6$ce z?U7d#+L&K@7q0e&>uzDA4;;lMex~C6$+hqE9nRIrx%F(iUSm<9EF0EJ#Pwxor07b> z@MpE9?wI>_2Y(`Akm4R&iZxlIas>-8ZoCay)opZfI>678qazp+J3lDP)pz;2ko2Q$ zt|2JsldH_YCLKGa3j%SBqIp3cr$1irNxd$XhgYz1o$?q`xfg8J*Vagn$!d*R~yVK z8P!e^`h@)P;uAA!3(4p~zKN1^tO49bo>gK!(f|gOPAMBE$*1@@btp;puRy}E%^??o zTs21mvjK|)n~OI}wWLoYohyy`j0S8e55GffIN@jUZ*Y~ME{!mGp-NSy{!Xm?zZvwK zEq9_3-~MghkO+~s7kHRE4OEY4%D#$GuN6%PjOMOH8%JB6&Q)zMhE?h&k{6idWVmfp zD=WK={~89qzu2*W#B1jq=c^&ilO;KaM;Mkn+PGKWAbsP>PB^n6saY!uIWx(_9u8kq z7Mt1N5o+q1Mld=dp~_!8PdN?(2YEmJItsHK``h-qVSGS;Wp}b6#XLBc`g^vQQ-nVM z&`(XP9|=~gqk}$q!$k{Y(OqKmG?C&OUZuWIQQzD#f=$TUVm`iX6>X@H)^t$JtC=v~ z4wU7@2xpw4X+ul-CZb1ZV9v~>FoWZdF@}&QI&P*T2*PxFs#ZDd3(I_;&{EwdM9x0* zZsiJ_9664kZJ;HrhTs4EH_|I2bf$NlAV!8(7pb-6~DeU_Ew%0T;78 zrK;Ll8C2w$)IV1F`iPzci3-_wuRN$0n$USQ=f)nyLgJOwUvk9)$3RkJH+ivjNq(7R z=}<&#d3DFX{i^MI2ZD)*jZY;m20y20k;BX--pzvvO$+=24*^|KgsCj1>yYB}z&w*qxsJ1^d`m63OCIl9|f`lb;^%OY=YM zeJnLJB2(_oGg<%3=>PsWk*w`Qs*R{PIvFn_6dyxSII)}MXRb1oY=ifhK-nsBGID8t zJ?A3b*(6A0hKWZ84 z%AdpDXrv)rj%J9NXYxsvt@#HnB zgl7Ai*`g)c96(Sr5@*PB5d{f^l z{%Dl<5(ht02qNs^w8*>qb4Fm#%9-kF0)K%*5-TmP`+R$9SeVT|m3)}U7+kE`%f}r!Kc&UJcf{Ki1 zi(2AN4~Ld6_k33B^~(sE(Lr6&K9}OZ)8mL%Z{v46Ukk_|e^toKiI^tLJzIEV;B9XF z@=F(ekpoNB6yuTRqtVx!Pw06tY8Xea(ZftWCT*kIb7K6{bB;B?p3(q6djf=8@Z;QvkbHt2$)KC1d zdH7v-f4w^oe3%$E+~-!(TxTrz3skFWJ;F9C@ETd(=`5bj+|3pC`bFFA`r+aQL?-UU;w)hrEkR2mvFZUUGu;Q$U)OTA2*}y3o%%^TBgGS?8;7(Jy6P9_bMq^B@^cPx)z*?>hVRDnIOvEFKb%bYXNSe)H+QO?i&<~R9%*w59Z&vr3k`rbQ6X4ToXTR@y}w!+yiv$F zHgR*f=AA(ghy~Z}W%<9@Bayjx|B!M*<#VNih&$b{UCm_S| zagM!502$_WkKdsH9NIg};Bgf8W#~HdE@QTUF-K%RU|YonnTUl@#K>TP z=`Efyy|oYPTkCQQ@zkGNe~E%Ip{(rFkFW};um%Cnp3J~O;7Yz878*-s6$W*T_T}R_ z>IdpP{o22JO9MEC)LNkayfvm`{MmqYdZy8k+NXYRn0KuHiW~C~`?zzFgB8j2@UP0= zPt=UcqacRq-yDoMoF>@LJq&S9yRiX-9J}&783_lb!wsFS=tX{#0 z-80Hz8GSRhm6_8Qs%Z+Sqduv7xNe2Jpxcztzo7+><}Q~vc>lt)Umpz2C%iCNZI4_% z6>W%Cf=Xe5z#!A|J)8t0m$sO_GO);8 zvkCU+P%`kuFnHgr8uNRNDxVL|I~EVRt(}Fs6OxRs%e02%^EP3JAz!zlonRNR(SWjD z*4NjA5O9G2xNkGEMb_j?5Js*aQOu{?pb`X&DP|zN`FE1|RJ>D!FkF607FX+^ga}p) zg^g|=@uHGFjF1U;_2Zkd{?6Z@Our}z7tA>v`PrN1->ls0W(9M0c{hV}OCTZb%`6{V z%dMyR<9Km1(Q*}G$NE*ak63peKYpx4+cLLyayq6#OVqJ9T|OXk@Q9Gt>5(3KCfX+I zq~E&&vUc(bK(_ilzo3!-4OXC-blpo(xJhOX7TV%-ac^?FvD3zt*4XZnTRj*AUH`N zI9Q^S(LS09fHer!xg-)mZ|S$&X@(d8TwV}V?rDozuTTh1??`Z)y==wsxuSplnq@3Z z;2O(6T*g2rCKkoH$z5apeLjJH$RPw>Ee$r0C_19uz-%IbkoZthQqpvyFQd2b0d>QK zPRI$2ft4b|y715Fi~Uv=NdO~Ol+*+sL1FUcJs@HNZcO<}RcIKvhGZ{Qrs~{^kMgE| z+obTtwXWf95Tg@Z`f)rogZ3wPe^Rdggc1o5xO8kL{LX|viF(JRww!e2{o#K`it8+W}B>ZFS z(QqPa2=5Q7S0mFF4csc4KpziRGYHi>JCb<`>`}x{;Pc?SIS-&q=7esnyi7@rAgOeNO4^lz%pFkz`lcte%evFj=Mmw-$h0_t5p3`vIo{h>HE z%LdOG(NegYVxpOC0^#5PTKFE1Bt+ykwDev|c-Llnjt853V0%*#O2a`CT+M_gDeJ5w z+6ePCMepZRWE%;davA|YRNrpU#ab`iY4{w+u{0jd*SYlpRa90pru%Z?{JfzIfvUvb zr9QfQw35VHMar48H zhOai$?e;ed^3wPxTh)JvZyIyG$R*ydQq+fu#*s33pT5p|)Ox!O9`P&eK z>tSPFK4i(d1o7ntfgq*DKDCpueHb<846z_3iPUK{;(VgW(CWK(X+k4VMIHO?n@#_# zP#UGrig~R8VJdG0#(QqN2W6=F#E!bGsUt}xS*!!-^BjKIO_j7*NTMjX{0wU|#mPE( zT%y;iu4JKGT{VH-BDicBCFkGanG=64%Z0AXv~nQ zt?e?uhM5pNmsOtuv+4xtI56DCOo=~mEHx>>NEAAD#>J5Uu=bQLsZ zK48RSZ}#;2Fql*YrUPH3u8OQjhhuD|C7u76Y##R<{-gbWguZc=gn zO)!pqq+JC$jNYq_E^|JB17Ry5J+m?2&WHt#B^$j2jKxt9rD#<2ilWD7-7sB(qi2{R zg~kB|>tbY_kTFjCNNA8O4WRD)UH5nudxLQ#io7PU9xe%Le&%<%;+-( zvMhPkT*^4We?WF4?jnYB;2@4eU=obpXCIDM1^oJ|&EHJJ-yFf?dIfn5?TwVfY+GR`2K%#S9~fi0#yyT3 z7W-^|$}H@XZ7QfKyQOUCgjU#Yf8Ty_LvrS^cAu(rzxgY8U2F5MF7ma_*jahgrz(TS zH9f5~@xd+*nPE2z!k042&jWXY2d%8;MMXz#Q>xU7wGY1f?OjQEpG~rFUi+pw1qRkf zI(1OXM>%3+V|#y@C66P(1f#38L%CokesFk}lNZyJ?=V9NpIkd36|Byr?F09c!mP^t z6orFkK##0ruToz!^4z~M)Ti8Xj7@-HW=TAN;&)Glg4ABev^GLAI*ploT|6=Y20iUC zQ_~-h!m&ua?`pg49vgw?L_F)CvIv^c3KA-X+9CVDl?^ZDZMLGxRI^)Y3ZXf&9a*X+ zToPg_*GaF&hc|=SO?T*W>if~e#&H%|#{gc@I7|x|T_=m9l=9D(@(#7IgAayDdJTw_ zCQG1dQk_sI$OLODz(45370ot4fp<0qgFuJZ z*W)CZR1xM$8A(eB)8LC~uE1M)zfkWXHJGl_0iE$+ch?9euy$1uCt;AZ01*i*%^=#^ zx$w&Q|ou%of(^92++oN%I( z2)hXavTMHd5pB59vsN+IeHaDo2?(R{X8wRCZnpAcr~gJw$XoD$$`Ja7jMLX+AS@pw z7M!~Q_)CcoHN7eue2;36I%#u$xa27nh{uwz)YnikBogAPT(&XZ!v!gqh_u)zUZV&O zG1B-7n3I^zEc&hN2Wf7Aqr-*iib?VzTE9YXz!MOxgYxH}YgcXxt2 z1h=Ba-HQi`OL2E;ad&qu?vw(hxSieq-1~55JtdP#X74>&@+s3bkjgn>6Cb7T0qh8g z;4qSH!uk;cZSszkoY3$G$zG0S=Zfr^yU0Hbp}_*%K4>QjLN#cCo|0*)VArvnE~NY?WI^H8z(45%eNoLlmx$A&@gaNO&l5iZ z@TW7Ak~|Y9*#) zLZb?xEV~0`404Mi3)!FNUYnqW(1!PPLU6!&lAY5tLo{8p*P_RPPXsgpIy6msH0tGJ z`<_vnu95FQAd74UgEk%ifJduU#gD+5{eVV^p#hU336tQ)FJfXN{bNWlkdpcpd~P-g z8(7u84Kb9uuk1zn)+tT@PBQZL!wzZ)K0f~#ln}ZzT)a0a8#RLC<;9Mkxkh+5ygp4X zQKp%Qjkp=(6;b|FN;usK{~4E4qJT_bM0aKUtQak*aV0K-l@vBkc*R|fHN41eQ7emj ziA19oP4m@e>id)aU}YC}q}|>4m|mr&$s&th;&;A^cfKm!k!LZ~O#H+ADa*(v5abWH zWD$Ry{p)|tUUuJqBG&naBKu?hhw`(hp|Fu;QR8SNY}kNJI!=9SJptva1@>SQyfWMb zGz`*k5t2Ne6gw7(M-3nOxtqsn!zK#9iP~Wx-J>3}VQJ>W5&N{n7eJ!6k7FM3`U9Rv z{ntPe+?*5FcDm;5w60{O6+!J>*=LLoq0k~kiq_SMA)w~^gqu6~r- z3|ovV`=M+AWU5snpDQc^ExAI*@($wLCG$3kl@sg)#hBkID34=!DsKcq6M>T0jogp7 z43_W4l!rJ<>G^x3Yx}eL&u#e^KRYy>JPcMHmR93Ki%E~n%$Y4V$Gn$c*1mB`YCixr z06vzi$4B1Ec}W3ZENBbCy6g3(Hf!%vbc(-8I$j<~8a(B*@5DCj@&0Y}NbE2AQvRb& zxutJ?&r@yLqC4J`{PM};r^_(9yZ6jBbm!J*qy8sYUd;9nWb$4sCK;oyQyj!pUK-A` zvvTj-^}oWZYB1yoB%i&UZSKK*6-aNPB$;FRMuCZDX)vwGwM$CxoR%~ zIx3m+YfJubYf#v>v>WslGF1py+$37WFon<$I0~3q7|eclmDqGgKQ^oH|33?WayC>w z-v}SIrq_m#{aG(^r7mfsUR=^w)DNw`)Dwl_00N_sJkgrSg!`{}^fd5q2~ z%6Xn|E$oBqy(iK zg;K%)fXO5YK-&hw-qX$D*fZL{F9Asv>^{^P|I6UuTK&nM433kG3DJJ1j4&N}gM-bJ zi-$rJvj1%IA{9Rr11|C~6NaxKN={~G8F%KZ?TfyfjQGGp6Ru{OPf#28G|+#~x5?hO zT*t-uil)3$7K3BOgb^rLl1K|&Ulg#(8w8T}7sodc8E9jnX`$p!R`6#<_>OWuaZyTr z-%00iXv=ncM^weU65tk(`k^GmK7080$}AzD|BMQk7!jLb;e*Q4y1^hwj~03h^ZMP; zcXIzE!;U|U(ev!+aIwP7{NOsuP-CJPU&1Cy->a}*r~o3i#tG}72l(DEs!&`|VH}5| z_YUf4;!x^nSBpJ)L9Jh)pvwiX(|d3+x~ZE&`Gfg}5_;Lz=}@%cyVdbS0io6K{bZk9 zU8*VJ`vAK1tRwE>`ABNKh;p(N2@4t-g})d2D6)T z6T|LV^)Shit1a>eQPFL%^MrOx7@ZPFmt%@x9*Q1G$d({kQubye;a;#*a<`3V@Z5ZN z$>y39nMj{8bk{+6(Fl=|JjH@8IdU&UeI#AU+mjQGW%x$nfM{z^xDzH(7C7aeU@*M< z%rhq!-!`n^En^+e;4~FkBWT&9%!c2fT>2a|GjDW<&WwO|&j;pUf4SlK$>;ysPR>x6 zqtN4#YxpO)D1Hx$Z1p=b=Tn{YA+ramHxL#RD}cxFL4zS39r*)n627S<`1&-#EAj-& z6v0^_{6uUn;##2F%xaa~g;G{9cp%Qk%b}%;xntNydB)EfC0We-(IUB+cnB=Y4x$raFXeaW>{?7>2Mtvt-aJTp0J8fr<`y`aesB z{`QlfVKE>fBywWmSJkLC6UkFKcv6E2#s&T@!=LMuX*pn6xiZmsc&Q2b(!C9ciox@$ zgE<0Pg(T%9o>eC1BZ!!4NAxsUFk^a+6f!VU4Wiq4-KwJXgw;cM#|%gF*UTi74FPYJ z4f>LM4}bNQVzD+$m}?b;wG_%7Ync4B?DQE2Dyr9{bh46#nKOf zo-p897rHXe%tG8_ciSqLb9k8C4dSbxd#;(EE5m|#!1#DuKkt4mbtyghuxvJYht+wW zMg&GWW42iz`DOPO?>4uiPjKR!`012o3lgJ0u5TB#SM@vp_?d6r<0f@L0z?|6Djwdx z?38kecp@N_Tlbo8+pzUSp!O{p2%s|g9J_TydNN^KW7v>Su&HeM@M-9Er36T+q@<}M^mqive^0Au?{f6s`J zVZ0z0%0&bl1Np6gAjZcnTBDrTSC;UcGstA5F{&Wi%Z65qx_;*i_S82nur1ky(l6Qi)7KpR8z8md|BQ-Ot|FZ@25u2JlOS zR`AL3M!21MtM*UEzrM!{+p?SfpTXvXUq={^xs7G;dPyxzWz(l!|Nm~)e|H>>UCbE) zM$+_i94n^0=%|#6CVjzpQXy$X8o2KY28Y<1I(^w9?7s4+5gh|CDOQ${x3UDi z1{s)N=w8~P8GXCx0vdsAn`ymDR&f`V@g5DKmV7do@8sbI#(zPvQX*PruWU?tKRNz) zEo>Sn+xM}yI9aHK0s)bM^EGbqTT|Re#9P>iFclByU@UJO*f1MPufZOQ?t}stgGKXg zdN!ylc^HAH5kTOsGLnlLCpKb-kA4hKY0zhZ5$pt@fV7VrI^B<255TdBJg)j+?v!Y4 z&8$e$;lzJt2?hPTIvhPdxtT`rFd9`7 zIr=b2RhY))aV|~C9p{e{hEt2838loqY0@Ldu}Q$$-A-nwOha$I4rkb2ds3AM!99JG zuff5^I_YvLY>B!NC3dj_c*W9< zUL2VGRi{Kxu)y)|->mYgvOOYN?K!j(+e3MvB<|+mhN0u64xX(zn%upLihoi~JNYV2 zWq8&TFb#y37RuWRYhjHTIjqqyI~;68666`PexhGwx4}2+gYisAs{dWPS-PsG^@trv z{Tc}J4ILP!mDBKRz*!`jDdQoPk5$G}HE8r&SokG&ZtN&2iERHgnQJ$w)y`GEs@*QS z|71S&^C$d$NnXhkoGr)%)opT{nw*4C<*u{f`%P{imQ(udy66X3YxlkJVcTsa;TASeCfZTiiA2AB{|OUsyDzT-%2l;p*~E_ zzfrU^@nqdl{CSj%$5S$5H2HC80Lj{1C&}s3Wi4!_`%U6p5D;fU+!8-1Mh!Ot9SQ~c z)L;QvBUdoGZCKNX_m6`xHUSFYqh7;6N9F!(FhwxGeDt)I=M#m@rfRExA-DzVpKx*Zp z5HZKVovH>6hE9@1LuX}Ec_Z8LLq-OU>9l!mYU=B~*X$>(CS7F7%PQtS%O{L;m|3+O zimw{}DalR=v@5G&K_OIH#`qA{;jxC`Kb#5fyTqbRZ9x<#D&28J>?Xo1<>uaSlJ6IP z@ejWj=+w{*6w{s-Ee|I#QKUZknL2vk?e@hBl+^5z$S zIiDl7IkPQnE$lVqyt!!`US61QnWqKQm_#)w2;b0$A!T&Y>nv+mn|Vp@9nZ~lRR<(2 zv}lH3egiw*e9uhmAUQ?YED9ijJ2KmY+xokQ>{F~hER{u(ecZ_yA9H$lCX9Mu4~}qp z(?uc1Mlo%ZH?RD6K9K8XgXROGr<8Kza|Asz-vy_`k`wIpA1W*vL6W7jW{^h-=5%@X zZOn=^RMLYm__k(m`P5op*LQO7QI2xqPJ44j+1cwppX)c~B~wLq=9Zo0R-kMRb41YsJV3D+P;Q+gl!r?(fFXJ)mTX4i*6Uhtmdl7>iZ@Y9+w?y!% z>59fdo}Ejeu*ZJ+&jja$v-7=t&*aM(UbMXoA+VRo$#9N?UcD4v)}7#=yZFRZYEp#* zFO4#kIB?50iNxdBYvyql$_L(ms)9T>y@xG)WW^lJ9R6G8w$q|9%3sZAU5YHJZ07!( zmigk@pj=SZVO*wUcro|}1c_+FV%?M;h@5@^4SpQM9zC`(%DB!=sE6dg&#M&J; z_MjQAY$16(u$`w-?J;rDplTcXwylX@Fej{kNbcM_(#d1-)mwJe&7dY>QDDQE!aiQ$ zgfVu{N^}4i(@+}p`8&dqe_oRgH;nNKc?2^q-1KuX)*fea<;VvyZ10DIv@ClY_SS$g zhSCv_<#5PsUx!x*?p%e`m1$y%kPzyKsiSg={k@nF;75TIW%FksLx^|7BEmtlZX;n-U zJXNd9p3DOPN!z4LUz(KkWjzyc(jqa&kGr6BV3VeO7Zl(f+=U%>?EP=O{U(Z1N6?T@ zp$=}8`hqBC=!`ZL;^vn)lV870G)j6zo=y^-o!o=Y$w18GvQeZwQKlP1Ec0Fh{^SJ6 zKc9qK-}*s0O~FS{+l&%tqo&LhN~q^V4b@n0x`y?z@zga363!NPQ=v?ffwBOIwj%r= z+absk9UQ$T+d5Z+HFmd```5EScI%z7MFP$;fW(bU#S%qX zl6D4?6$1@`%H7yi9Q%`gbWsQA(Q8WAV<6;^q?ZeIl2z#)t!7mk8<7o{7n+c2?leFR z+0KOY^PRo7w;$(2G@%{8#y@w_2QXaxpN-ZDJ1y`PYsCSmy-Rk8+MNvNt)+?z+9TZ* z4MO~spHpje;Ol+(-FgoQDe~8FY@KS8|CCVPu-l}jd5Th5Pj@%zEUIlH_Vq_7Azj+8 zl(fw5%#^=ke+_{a~QNrkIM@_cnlyiZpn#VDHg@JZl4^_@F)tRIl)b3MNR6arz00mlDgYolXf zcIrQEiClLHmc(QWUQckw?PD{LWKj|^l|VTJrDJ}3m8Bf!M<7KYEGkw^W8p?CcPQzY zPuHkNY_z2^i-R+DFa=PG6I1`4ExDfZWwK< z@^%(@LdzTO*^2r78;g-3_y!D6&@*pD!k=GA@R;{32KqQ=3aH2AdfeTYE*$I5xkNvm%yc*<1l+89Rx zBA_c6gyW(!_*vfNP8nmRVrq`{+(%{(J~7cN#W}4?O%dY~SDEI8gZL(w@Fo)BtG#yV zALT(J3$5POq2Bh6dZ}v@_p<&+r%|Ob?(od@tfGR4Iu7#YQ$E7P97}_gogeD8trllH zalkj+N4f7T5TTy}etvdk{il z*eAKup?Fls`lK$i8ctHsjDYE92*vP0vSHSTqegAd^Jh@(u*EoddLRE z`yot75)aMFN&FQ7Ts$&fVquIEfzI^ZPrutIdDjwI{dSOPzi2dmcNa@$ybVN_WrIo{ z@iuM6Jc^Z1aWvGnrfPO3#OfR~Af-IT;f(`Fxz>}k1r%!YAhltw>PzL63 zoR|v@S|8y)!qIZTksFfhW?vMNFl9!`Mg4u*6`&v@>2V@Z zhVx*rmmvHCsKiOE@L9X=3pRj6Wf>oMGi82!xBzf!cq`QHE}G<#?{02PuPxy|*eV8b90U@8BZSRA0@P(A-+5GoN#6x3LiKm0lY()P>5mWV0+@nvJ z7uXfAErw0?t(g6HCmf4#-hU+q0MHTH?WhGBM&yvXUD-AK9oDr|TUPh&bgD4@U#%;p zp#imjeK|Vp%FvHu88)9ZSG=+{@;`kc(G&4aXz(1R8p7{X$e5y3B<26zx^cZX(hLoc zYdr8O@|zthwD(z>Fj^)U4A?NThlmm*D05`zA{NjN3(Lwz(qZbl>gpR_O?g!~*m)M2 z4O;NA(TcpJ4Ece;UFDxPLn=8}+~r@aH1$h-yC7gH*G`g(a715KNz@HvG9I{erVcVb z*hX|tvUnQP$0#T$kiruBa4h^e9G2H1+W>1U+|(fgj-9>zQzEst++{$6eQis+0Xek zA9A_M$`@j@Egy{>mHdAgS1#XaIe;W&ITI>CmT5!tOY>Gcl&V7|1vjU8YD|$8o|RjJ zdJ*7Z;^+;0%bUpe*TowP3|I@!wMLoAdtx`n-nCwx`=zQn^97E7QX?7$7mh=cS@80< zn0y&M)4^*_>hraeG(^SZzFp7Y;k*OWpCa6O0?J60pBZ-czBWW)ao^Y>94wK4k3vJS zW%QtUrkEPJcByNd$v(UEu=yQFDZd!SWqBHDzVfcKHt=_ViZ)(0)xD4Nv>eIEUVWoO zWy;C@I1$?T=9rP)p}Ve=$hpcS9af5`!qV7aObv&Z_gRlViEm^oGtUd8+rr?aU7*D$ zBZ+-DHdKgapJLVcHvaQEP2?H6eBt5Ax4h0TCV5MvsyR-6a<}xxr;F1=A%jp-$nSa# zK6NhcA$-xqvhKTz`1iv71Vc@3lZ`+O8`_k%=P-&I9mJgep4y#_5<|f6+AKK^F1>r= z=qhOchvukCZxQ2w@((U+F_{X1uG5#l@cVl^#u3O?j%Lu!&KuyMhpUWfzoCtz;xuCc zir;uJ_y1DQW(_5quCm^RyNq-f(T>%fJe6evCeOjHK z*l=`UO=>wjo}i=~P*x2R?=kEE;)6}%U3`-Gm%x|&8z=~ zZ{EK+(Zf{?5(l3v@sozbbnq<~b3Z#$SvX&?4g2Tyww3gkMwi+Edm*QvY%gP8Ke!^L z9o>=y#CQpQw@LcL*I8Og-guoAkAW&IB}SW8qE@X@k80w++DsvgEw^Z&dLInjfNBD8 zS(%vcYiRyUVmm`jvH!l@v3hQ{yf*Z^_|u^Xm#9qDW)>RC36zHiwZg}!CDtWs zKSvHG>#os7aiWDIK~DbVjpf@vo|Z|pr+s-a+0JAuHad)r&7BU(TotM^%^Y9@Mc%RM zO3|7JDf6N_p9I6UzxtM>h7I5CBKM2-)1OH|9M*DT{+ejK#EAl`;S-who@pGm^#US) z5^|!vYwa$SzN=LRfFM)M!hq*YChM#?b2n)I(52*mH74$xv1Ve(~@5 z4wYB%sOlwe5;z$l21UhwR22Te7CtT-N<%#zjf;bgA?3)JysZ#=&0Hh_-hx&IGi};2 z4EAqYVj}&r@n7i17L*0izN{S>sWPe?VkaYmO>8R-_P;R7~ zAT9{m!-#Aw^=tR*SvN}l#0~X#f%xIbFce~gC^T3Ei+{>*Qq)gT+K84~rSF$yiRWCf zB7uV`((C9=Zz(&oq`Ah^W2ek=J2N*9fTgnIL=^m(Dw(8PQx@qM6=~=cq3ct;yKDax z-eq033@)58p&H&cyr-8H(;^PVTxUs8MG@PlLfqq24`Mgde%}aP7(9xnQg%Rn;5K;*l9ExM3W(BSKG4j2gqqmzoEU{ z2tgi$*ZV=JIk!W`Ypme+w1N|gluYc_8EF_j(ssA7uzkcdoGnz;>rPn2|zemIOO zB{-?P<^={wclk~xB$y1Kxmr)SfzgU3s6Hy|^5#edKU?Jth?6nHb7eMayP`&fx>W_T zMK;ZU&7ymRDt;L2Qg6uSm~!4A>rjV?czk!W=`QR6kfH)H2($VB0$)q`LFGMYIm(#3 zupqi7T)%!BQ(qL!IBi&L)F?d415DfZJw;}48;sHlsn0P5m6v$B z!~)wTD)!O6mk_XXrd3!3+_{c_O1J4`NpW*0t0bRDW*xf0h$al}r)Q7MU{$nOKu?4c zn`LGqZk4y19}^v6iQ2L#$5yX=%D5~qsS~nbhrc9n(`s|uGB(uLtn~jc>SXa-xq6mz{od942c{a835AoGc~ai z$HjdCYIwdLXY|wZ+rWLXrX9l1Zl^$v_h?2#o`ov?8?GkpOf8w8=tO1Jb28N!SaLW1 z`f{)Cl1kL+_-i5f#&jc^g(1#AWw(6q{+xiAbC%M$1wdxdunvCI9TIktVK}2etcTo* zvyYSld}1wZGKxby;;gc8Iu?%>u^KxbFrW1&J;p7*Nb2HV%yQS%$Y?B>>@9$%*)*g} zMT@=^qJsTZ3x$o>H?M-B3zRVHf;~wi-c%-oCWU0wptkv@I;0wdLD&Dp#}tua$?Ks~ z!3dbn#HxNQT84Ho#HiF|we!(P6CRY;6k!xdxS7Zek&SQy67XD#Y_1lrKmh>VK9DKF z?q!8K=#ux1XkT*ofvbdmv(PZvaP52ej#*DJI!(6i87NDRUPuU868udO(O|mJQ$eZU z$;I-sJb9-gPlc#e#xiSj@Hehl4@Vgpk~$=$-zV@;u$-yuRZ777j9KOZUI#4tElR{H_|#Q`HB208Q$=u}`do z{05UF0>0=8k=+s#8;8FC^fwzs8v?!E-|L-@s5!z$5F2;RCObw&A7)(5r~Cs?b114S zHahIlV*8WXZ_xDa_^#`etr4w|%3dO6ef?F5uyFaoDBd>K_m<&KHxere62*n?unoAs z_^vYWo)m`caDxn9>__e>C9%27ZV8(Ykco+$LQ54x(|B-O|1OEot0~XBkLV5%jNW^M zmFAw_iQ~Y~J&&^`f@tDtSh4kBZP+2$5?BTjrS}7q0K{y`MQAA7F3zW1Bl-7IX*DVm zriqb_C!InH`R^d{fe`_cSKw{OcX2{{dukqLkal(rN@P5*zNsTLd_VMrMh}hEM@i^& z*#2{H*=M?Ik9Ja&=f7Te>^TxX|4_}M-KvCb6l{`1tm_c;qy9;cbWQ~H8TZR9eiec! zO9abJolS#hk($6uA@9TMPiR7k0X20Zf@dV@%P_Jpe+?#MKm-tkTS#N zhmsKgA%=1u>bxetkF&yeWZy!t>tTJ$nn&xtx`x@Rg02b_N`7QwA(?qYUK`90eQXcR zJy5eZf8?BwMk`Uh$$`U+>mX!}6G)j2Ntt2JN zpOWU0776wXd&EizSoJngv{v*m!YijqOUrMx=UJNw+@rbtD48Pi7Zmc93%PgVKa(Oa z-jPoFhoway=Jt)R1M}0YITSP8bvQplXmC@W_pfwiv(2asG!2hFZB9{_KP|GerA z-q%*3h*rN*nzWG?$MyaByw|2^&G65V2jWtB4(2d6sG30FRv;xkiTuq+Cphv==U5sx zaB3ag#@<1meoq`~Ul9DSEtS)r@t)R}k;3`PWiNw#Bls%xVLKz(ZE1RFpon6*ztD$8 zUj?JRLWJNiB9RCul@U#}JL5CRr&zZ00}JViAeFXj4IR=V^d& z4_T0KI3fd~rX)hX#H3)kvJD`a|py%_C_LHey+2)nVngpd-?KM2u=)^UX^8 z?`R!;=^LVn{m{DqR8x7r^Qbrsn~2-g-+Ve7?R6-&xLq_QQ9paSdY`~UV(#VywZBA! zrMkyRD|^PuXR(qyCbf?Z`__3Yw4rhvIq&gC+pcqi$ea;fP@wIVD|$v|p=k*Q0%aA0 z9oc^z@tPhM?-Cu&hJ?U`dPZSoD@5zQHw&p|pA+a}#}jMd4SaphMbKs=<;&L5(IG0Z zDw}P{0KsSd3I5htt|BxoN=tIlDWaBCHnm*SD*nMZAZOsLgp@f5+nJ4cJC|IhfE}CD zK9NUcLnMMTcT{_+27dT8S{w%)z>NuQ{^IqXs~_8i*|eH$%+UU0E~0%fcR3;Q1gUhE z!@ab$bOgdk=kHBp=A4DI5mF^C6s3Vd%YvPec37oU@wvjj17}Q`&BYbN3Iz!#RHev1a$8eHwmk!ROP)7wa)KduGRo+giR)IK4js zrii${Mk#?6DvE_k7GfW=aFhCOW&m1I;X>gXV4i^8W#U^cfRo-91i@KCBOi}f&F+zY!XUTQ{>9$ z`KdUizc-cH{{J$=0skx$_dAbazY*Kry0_>8JVZ#9hhSx>RLnLXLbv zxW2!1Em0fD%de5ex$xlAG&<@$*0RMS1w_SIB2A+_7PQzgL8a=A$-FuQ5ux-3^=)!cfLi(@cUr1PeAUxy4VVBnMu83AF( zvDw((9SewY2@RhJ{i!j8KvJx*zQ`C8RDzwkhzp#nhRoK5yV%5<3IVucjr!Q)70WjM zvNgLKfb#bN8!9(6S@z7bR1qcXfHaR1< z^!!~Z2k!&CwR0TS zRJK}l4E05bP08U6Vr-K|0KE=r?B7-7Pe-~mugGNmHqY@+bVPBvw5CKIenN6|bI4if zL>-N`*bL?XPd!ADjTaZi{*jRS)#X$@*9W7oV?)&ESY-A4gK~xjY04q4H@$J0Ab4*g`?W@QeGsJvFni!L$5{21uu1NAF0^A6#BEJS-nMw4%?Cbd4(*NYG4g1kBE>;bUIT&MX9y&Nwe`WR>EfgTyzC=C$Cmb0Yn?`CywyNj zXq5qyEF!%I%VK+@so0WwgZDf2#5$WfE!(ZL>AQzqp#m1l^*5#ADuVgHU0F&km;3ut zwvM**zH>IhE>4A=P!}nV4t7gw-$v)=)@ZLP7RmQ78j52q&Y1#JN=LG^36 zBU#FA?@1RHOg;j8{Rb$d;+{Ru^*$t!MB!WlEJN%2n-p(o{8Vycvd5r5F8^3K0Xj*u z(}Wv;rIy!TUPN3o@)482^$GqHVR%-P)D+vOyc^_i4|#74Iz}E}%|u4FT!8-VOl#=S z28)KDm()ZTh?CBVBq?6Y4g#FkQ(QzmX0t1GQKAzu2tAAa*%;AC@m_DQFSL3nSpQT8 zcR9-Uf5urs=51ObT~^VKi`hgu(O3@iTg=8+6-|9dwO?;(QFTtxTo?&qs+=}Q6;u7a5TTUThm$=PgGMsn^X@lh?5|A(MS^n z`Hz z-~2+m$k(IG%{2eD>gpACZcUrcNFW+p2z3`}zwyAmOtXU~%LPa04^~`$Hk+JeEU0zQP@h%iVo`Loq>ALXt|?T(`w$X&Y|NtUnFjEz zPLm^K3mzKY9@8Fz9h38n#YS8u==b9gLywIBLBUi)cfJ5RG9$X=qot|Zal)jqzA1~& z(pLpb$qWwSd_RFCkI`DU!#~^+^{zE>VHDc|1)X$jrB$J#r6y0p-fUtLe782PX5tfp zzuoc#4?`nW#2{#ic}!RsIBcR6UeI(fKaD(pTE>@lc{Et;TW4;~zMd?26A%^ir0`@U zPZ58<3+wp3ZXmHSATPnU@L$E4rPKC51~`vshwugvPKw^O9%h%B1Y}~mo)#!fxEwV- z{NB|)Lq~X7a2Z46cAEbz6Xt8f*E)J%rCd0MgXZXPqydN=7xv#Zw&*(DTqJD6+AGfiU=l zK#wNtj?N?)5X7H)(Ih?_xq28tnu^><9Xzv}&KlkASBV#Qb@}Sqdp2kuHoN?vidtHh z0DILMG7{3zJN6wZ78K4NpZ<$WkEmw&zISk;9`Ij9?QswBEI5J4?HO2^ceGHb2oqR$ z*vvC|oDnu>D5cr8g+}320bqr%hf|3Q8MgjP^f|XP&eQ`me34YIhXF%>a%F_r3|y4h z*!&;elRI2TAv8lmR!RaVPANA#KrR(qiMrhMzg$#;lDB^h*(bj}BG>I6XiiZxKDIoG z(BKFxXt)94CLmXUD3&(j0X6wAKt_QO!2eLvtarKlhvnxh%#pWoY4TqcTl_%pA=vn& zewX5fIYGAfuXo*_8sbCezkESz{LBKhkl-fAlxL+<5M+6xcp_l8Jp)rNpPp}? z&nZK4J)Xx$B7rPX4M`s75Ai_JrP4o;t?$is(yqxseq47-GCO&TBSo-rcsjSh+*PesL8E8F7LKpWN|^E*GexNa?spR+Nz$pYe3Ce zs3Cy1L_hl**Hc67R#R&vSNKVb`Xuf1?3sKygvHoassU4tyNQEibA?CVF*?cHnB;DW z^5>;AlFAxAs@4+?#URyW<|rT4r*0fvUin;(`|}J&VTbaxCSmpp@vE_483!7MEg&ST z&!b%ui!1c~>`eaMT+M@{u_51x`N{|(HH3&hT>N^wEVc}%DJQ-$#lMR9vDTgC6tt-J zL2;@+4lUX9bBqQMfucn=KchK^k}f$2hpQVNj>2f}_rc;lMWsB7n_T@2LHlxIq5E8p zFcx`jRC%=wB&=HB1r;In=rqljGKh2rvL&h3HM{5#bM;uK*WV%7u>~7k?>7%z4*$af zL}B^!?IBXwcsA$)Qp#_1wNvz-sGMR$&P$k0m^NCbAIL4(M)!G-X0m~7zF2;`cU)(f zTNvC`>MO{NE)8Z96MTdiOYE|){0o;kuVsQC)J)VFb076_rQ8)#1r@_dV+O1FND&~| z2?4|#*eGkdKj+23-;WYd;SMJWAJ~@iKs;m9VcOT&uL20fK1u z=kw|G{Sr$vF>lv=${(IDwUl4g7_6*SbZvAkE?6uTVYO{AZGCJlL)34}RC-9suyOTJ z=->bubITh1ir2}*wIl@#7MFltJ_#(iQH>V=&;ixgsMu;8+N{Mg91^UF(y_p$pG}xF zc)(&{fxo(ZkO^(x15$S*>U#{4Xp2fphHRLA3=xKDgO_WJtWeEgg86$#F?Znr`{`^z z53zb4DuH-Z|41FJG^|6<0tu6itwZ7?61TzP16~%VGKWS3wej*s{kz}M+-m?xW&?(T z>xEv5``2gG*#w!84ukQdvOFSEL>iNr=~Hr!2Sdrgn!(4y9VHH33m=?YG9HgRw|zOy z;wP*A77Q0@AW|V7D^Br_Wt&9kCy?#~*KHHoGY`ZGIZlPT#be@c0kGHMT{xbxO;`Rr z@qF{;j(V;&v>I8NsJG=v(HQZ~>wNJ`d)xR;7nXnkq2H}F+7TfYg<2q(tk#W1`u^La zC(l4Rs5E}ri&je1;Zn&D0i7DRL(XALj{0yi%bFG_|21Lm25cdy;z0zk@tIP2_p{3v zNsg?~^1G0>Sj2C#(QE0NH&kWl3gYJ3nLO{QnJHulU&N#B)gxqU58%N?LM-%)=g=AX zA~^FL=BS)A1sYxjds;p(b7fCQI636DZ5d0ItP*VvUr^;KyHbOSDhN_cqJOb4Py5L! zMPmkLWunmxkH=fpDkbAb=j}kOxXJ& z&i&q2A@qLX4w~+c>%8h?zM^@j!pwJg8gY{hT9Qzm7LJo+nT!eeF`52Xw@uI-rNeRJOD zL83c;Di8tU`Sg9`alOe?p`)Y5#ur&;t2O0;tzyt{ktL{EDdv`)n?a@`OJLDkL}s|! z@mN>G-EY#Tdwab4N8qm{o&AZ$BbBJT-@2$F{AgEWf>RNL62G9vfkPG+IBEymk=gl@ zO@E8+9Ri0bA%<~XNswES*LG$zycK*zfkJakiglqhQ4AOQP^d@rnFD0usFlA&b7A-b z7Q{qM1K{2ae|xVJKHxK5$Z-uQTh2n;Ixb+KJ)*teO}6YU=;bEf0Yj1b5u1}gubFm} zRI76lq8*7utPh*MsNULt7UsKEO}q;zkhp(kQy=D=b5YjpAY;l-;CZRtPYahrse2%& zkQ|HpnFoIC8H!JViO*6d<7Uj_*2ju^=f|ggSTvGBR|#?}afJn`CP|qzFK{g=*o9`A zmp64a734+InWNMElm0KM}yA37&+7|so zx?;I#tbKMnpRZ+7?M&%K;KdQ1vCDydE5&3xW{4FlX6+`(Y?X!K_;`+eU(sIn>%MhP zl~VL(e-(_2N0U5whK8Rxd=67-aYW-(Z1Xs2@Kln6PMOMn@jdW#8=UMi_i3kbRQ(D* zUNf=pSEv5$lHkr7Qy;#S$so)kKT+tR{Af0V@f%A_dWUZ8P0wBkOxC_=b^=%g>3 zv1FV4&V#E~CxlMV1*&kqY9fIwLZ+F_n_rf4SE>vCcE#MZiM^*Sgf;~|$S088^u-L; zorh?m!}MeJUhrw}H`7ufP5#ryRCSij29>}C=z{WOPX7{%16A%jOf?E9ez$`1qb9O| zw~~4KSKv^tdsaxIiet1+`2n^NsGd@ZMe#b0k zlwTGy5)m;mn) z`+Rl9-AGk&hDO6#-2f?o?H-nEGGg^)!hRB`kelNNcM)oP#@VfQZVPiL@LdWPl4B ztO}B`%-Bo4g=j}FMrn+4Hc|^J`;)Xa6j%Jv3&A}#(5NH~s`?yVt25cp826=EAEH-& zUG(QtB%^jp&lgRn430*c(0zkh`CJ2Xm}Yz8WGSKZ4LRvYC2D=M)g<4c# zj}cOC@vEl}Mx(_@;zEdqrO=m~&|gu{WPZcLD%l9cFCAZQ7ZBrvFHtd)%Wa@239;*K zOskX=hT2|Ue_!eTUESjQ#UBIx-w3AqhlpYt{(TI$g*m0hM^nO9o2KF)i2Vj=c+<5p zzpq}McmYem0c|sDEMO@gO8F?S<$IuIolP_8`}36Zo0+lTI1Pnz2Ey0x(;3~m;K{V{ zhHI7-3!2#RakMc*OJ@j|R8632XwgJQzDgyCx|>|mwT6BA!eArYgFOPA^G=;M$OhF!;sR)b`RKzdgdcWA`Na}g3%rGT+{iI$%&9|PX!Sn- z;TYBGPOzk_g>*7!eQlLX-EY&j1(}PwwH?2dm8WI84K@#tWQPC|leJ=hO3E4HO_Zex z7orWCncVPHu)p7Z8?d9Uj`-o#9EqZk!)jb|`eNmcZvWs85I|ZgMm6dkLduZEl9%bJ z)G?_W_E9Q2*)J1{f5zt?TIV_h*D`AhvI1yP#Qmm>My`{e-jsy$4EdE>b5_&r@|TQrn@O>@4~(tT ziBs7q8P#EKSxbu3>RXAcPFFll;|qi1#Z3;8`wU523u<&4I#kNPKXZ@&8I!lpX2hNJ zhHx86_P$@Ewmdb|<9Ksm*yvWxDd4{P)-8#RKr8nv+tx0kC@DwdaCB{X3*ueMtUX_* zpHVZl?lOKqxHzO#(QMIZVNt&KR1u?zc}<7dwmz_&|B5{+ zxJXK*N!f0QCc(RUDmh@Ne{4}9J1UKW9y7ZOGXq6?SCVnk=1&3j?UBynb zJ*hkZD=zM<2Ak#Asx6%gln|Yavd^f)l_I1S)p8k_DG{Ghle35tcbRK#HESdxRZ5#X zRtX$V;;U`Gl>?KpUrTU2+?Ov~7#=%sZ_#Ina`6us#s99J>o|Mvw#%*G~KV42brO%xL9Q5KS0Hf3ws+5 zTkWUna0E)R9JS=Jr``8aF>2K{frI!N6z-i9|L3h3js5)(v}HW`2F`!I1Uw9DW=}L& z`_-EQ=X4j>{t|rsda3_j6Q@d`0=7(r9O>#f>;4(DC6!(J%*P;6}JqP%%rh~D`+A|w( zfsyr_^4sL}jHH_PH%D568lSNX7yHyIOd9oEcQg^Hm`kM02g@d8@Ab>=tEW^5U{!4( z=puZdZpfLEQ$l0_dxuowr)QC*x-jW&@MmU1Yx}*$DKR}#lK*A_P!MJ)(+thi0JJO` zsY2^=%+@;-?lOl4!HoSus}EQ|Ll$jkYI`8yVObj9u+Pf}AJuqk1h*_I1`1@THLR+o zT;1@7K8{5yPvGF;Mr15P6S4Z3cySpUA&QEb6`^je7#pEY(_>wVylYGeQzf1;{cScv7@lZ}$Fr zCHe*)6ifvq4wn7AKuFJ9B`8*~P7-}jK;ego#}@b|)p20nfLtn@_-|)kwaI%fbs?PR zHZy*z9B>r;hmCmy-%f2g5-uh@!h(_6-@nrdmV(+$HaDbO0Y##cHa7|1iesQ@SqLSa zMGC@ACo9L-hOyJVUi|kEy7!zGl_~}iI@dgt!AuV69!z}0FVn8|+}GIewOZ7fCMNG5 zEpp05F@I+)wkr&C!+&*?joe{rS51eBy}Nyp#-Ov1k9cq&9X4S5vF?)7S5ED2AsfhD zzU>ji$=%ib<@!;DJQC_o>wEq+gRfA>*~uk>-Z{ja(*e&t(VWq(^u5^(tag#>@Ah{( z4SVtx%>tfF=^wqkyNV9BK2>ETKi#Pd=~Yn zG8PdE&Z(pAic1x1$-S&iL}l_g=uFGCj^|?^H9IwwI^}1LIy7{Wk$G zzEW*!2ir(*n`=RaC>;I4By019Hr|XX_Rse2v2QX_Y)1Lv3Mo1T*L~$m>z8q;!Z#jS z199%{!YEgg(_m3g2m&IQKS2SoddVdNzOk6|OPXKslJW#d*hAic&YW-a2AS;=plT_t z-FDp$wV!s`d~pT`JOXlx_96On@_*;#bP^OcF!x}&0W{Upp3YeNWb40IPzj=9MJ7fy9rMpz-I~Qc*L69mznVQ7#19Y=UqcjtJC2OR;djI2xaUPMMziD-S z**OOV1U||4)H8cl@2=dii~PKw$_$;D3BvtHw^=xnD_HvJULQ$eef|it6xb2jWga0I z;Je@M{;c3heyCdWg+7}am0Er@yFqwM@w7J)ih&>cOm;Hyrnd~NWI18PZ4s%1h87M> z5C~ZDhnP7CT=;g&kOHBh(c#gkL(B=& z`7m^dh!(YDZ1w0sjtfBY5j;KdRk+c#Q~Sr5j1mRc^81I~_0#2UM}O+IwH^QM4n%hf zLf;hdM_|Ft3vm?O*vV@S=}ILOo6Kj}IJhnphTMQV2M{LyI`n8ZhL z-4LNwB@N$C`?s^$3h0=}girR;m9;7DGvXPKcUe;sWAZGIXqL9Ns6 z;4McFq}#D})2P622TctH1}-i7Eg}p#hpe+d0@@!!V(Rrb75(BmvJg}dA&6v2;*HQup^Z_Swe&+^PY&tspiZwp`MF2nSTDyK!H;KcG%er}MTJOVPpM@{ zcZWXX&qyDHx*tDWCqY#lSQgrC)DTFqDL7~wSDN)D0tkWN<|c<=LdYzQk?L_`JJ6TN zYob|tvT6RjPcJn8$ir%rqU&^sMCCBF(KPYi6KZUj1c8|vLn^-qqR5yFSH+ME^ZqUi@vCAev!rqyt}I3ZMCLlvn(x zc8|VZbO>L%Les#BTF^Grd>5YyBmKLF0nbh+ z4|>HEy?Pc2qj8|biWL|DH!KH7l4x!i5De%*+M$hyK-L$h`Ncgvgs9MinBGfmuIMnx z_YDi&s|Ewg0h#;gkcPyKcNIwZ=A9Vtn%s^NUEGQj#vjH(2!fob01^(Ii9hn-2>VZ4 z0z5As{z0S?1RU5RyD1nGL*Z>${hubR7aRz^Ub>fm>wOE z+jY-Vk;305Y&{*@pE**_#)VF=ILnQztF-E%maL?9l$X~~RCeysH*^}{K}%K+Bxn)R z7|rPc0E(3``PeT4`N`gS^|68Xpz#Md1okX^?xr8#APG?Eu7Y$7|DI{|hK9JquE1@8 zS+Oz<=6KVja^4&<>}wk^!aIlE3m>t~>u~30$TLH~HHpa*!_O62<8q)lbt4eOh`9K! z&S3mA)(u>iQyW)3zL_7Fn~(^aJke?tndU(Mq0etmv~)Wa(y(PxgNzcU4*j5oN+$WEJY*jS!26Zi4K;Vf>Z3ieYrCeP-!38=?-sR zGu*`+(_*{T`zL}9w|S_61_usjz$ldJ(c(&#x)#H#QBJvr3Fp0pjqU-;-)NMWoA-ds z&i9?AnLg)WnhiM5i^|_US77LIw8J$k2#ISkAAOJDB`4mqVn+YYNBTZKO&v>XcQezc z6!}Z2&*>i%8ai=6668;A;caMVB0>xzS>eDZRHJ#`(Jd9VJCB+~Q}ba^lbf6GQDp8B z>URDEEs~$_y+S_ZUR!^(L=+401!QOhRPIGeh1Dh>&y2VG5GXmY{e}!LuiPJsiwjlj zKhD1IAb!dgMNcHwfk~&Ksb2neM=D@9zW52CXZw08#S8#?l^G44Mx7I~Di`r4KT+iR zyL+#b)_uj9*LZleF0Jnng8)?_VCAq2kS1!q01Ot#lHTC?BjDBL$cVVO_;Nq)-bD@2 zqIt-tarh-59%KfOOY=KG40znXm(zbKuT)M*cC7G4SOab;`=YOFRQmSHhVVG`&*SDNSZJ@M^W`6b}XB!c|0MQbS`GQRw=V|D+VsJ(XxW-nHMUC6YFqIPrd{x5Q`4`n=_r*et zdcAX#uf#FBR36zW^)JJ^EkTTX#9AEJel;==_vp{4^*@8<^0|yyl@t@V+5!QSx>CXr?*jUV%uwP8Q}a2JavN1T#dP|Iul7fYUsfYN7Z?jN zWeh8le=S$bDjEBs{K#&_ZwYW#Z7r+j&u51^I)Wqk;5HD8m(+{~k}6w;VbbD%J#yp! z&Beikmm8$mSVS;F@o-o~^LM0I0eSP%@iLBP)y{{c`E~ngg{FxoAZ|kif-oVNV1BTW ztqYi;634a(LLd`dqZrgn;fU5F)n1zImSK3L^cjN->Pq9;C@V&i>-%!Qm)1p@L-DO8 zX7Q~_4B|oVc??qHp9z z*Q<~XiaK65VR$J08HA|CevtS8!VS|3X2dk{d_4X!mH{Q|)7iOmQF3d;Pb~gq;QhPO zY{TEx`DCTlyc2%DGT7h_ieDth)2SQ!hiZq-hRDO8u@KFM;WFK#5nz-%$M7Wh5kOcW z_OCs_b5En^A~f&9a0$703%Ya0OS`0-U$Hw;DAA8-2V>4a`O1o7I#n-g%%1k9ul2EC zXLD+i{lU^9_^HyRoyFR4o(3r`W}g&3*@WL|5c}~KRJ#3W*`6`;JlAQxxSDuhnq$!` z45ydDP@|5mE+3z=AY_cz=j&|~&HaOqs8qqA^wXBca!)~D(?{CBsmxL;RU9YG$#P-} z#rJ^qVF=1NGU|#lAZ>}9<&(Sm5TyHaOVe3P-M!oL(-$?VjO0%@PkLqA61lP$fW8FPKG_k|p4~CA0&v-G)2f?u_zz zxE)Fz$9!^X!zZpXcW@^0{H7EO0tDn zL-PeRBkbCBnWbR|ZVKBkjr}Eq9N5}(IKu)qDDTjZCHquT(3dFVEJHb__)IngudVoq z46`D#aqD>QKO!$v}7(B{BB+TjLhJ|!LZNNW`{0x#DFGPnG zy&qD}_==$B_ihdLf-4B#nE*O3FrmBmY^=ZChz4=jMk1NX-yMk!@*B)w^aq;33r|I& z&ezoB_hAB}09H1OYEOvWDqQ$(^EBPNYd%;4V~OW*_8lxqE2%h`7^5=QOKTg-GlZ|_ z5`PBUjp-4>@wxR&agW$O9stmo`|;X4E*aeyy%lJ^p8Jf>mc1|KeMVk=3{@o&S3{G6 zy9(bbooLy7`Ipe#hu|!7pl|8VH^bvW13r5wV$JuB#Qvn&+~>1Z9nUSa zc^IVDfn)EOXeN%q0k@yEpu*tahEG$y!D7ZgES+%SV(cQX^sJvQ>e|#w8;d;@dW35B zXS9KvJa--31wnZH?j{%VK%`zFpi;`oI8$#imJLkmw?M4QXW2A5cAiI4hH&Mj8c42Gm^y6qL~ zxI6*sT*>@xdQ>3&DP!dE`|YoQ4%+$#ugK9!CsjAuMLI?smK04TxdRwQ)lO^f;cGIT zrA(!DyRJ!sy*)NazoFpdc$UEJlRhew4(VtWgw)2eN^LBLu6?RCHaz_k5B}RRvx}TH zPx}ga`lKNk+0#P~^H1$e&A;mZp53kMqJ))$#$S(L%q<@ZX<5p(=bIY`@RhFPp zswueMdhZ~!NT8*5eGmzef`vkd0(=*pl&}uL#n{~Na$dV1Ta_wv#85-#rjeV2u;#HH z8|p|C(o_M&WD#$QsX)KYjG5eCl}S-Qyg)%1VwNbRUB>+d<;=*yr~Gjha2Z=_jNK8f ziiUMW$jSSr5UIPg;2$Gt6BEMH_APr-701WECg|*^Pcm9uV6`5>_{11(Gl#IfoNx2B zvh+-d1swFc?QT^`Nl9tHWYhjoe3d1NeUBObZ_;r?3hsP##gELdTN)=k4rYd`k!mM! zgTOCM=0U#*+XsOx4cq|3ph!V-pJMT(+!wa!Cah-k(>JckIO-@U*riP;zp9Kq2> z@ZlM{J*4mf2xDV-jYVj61LjX+XO=e)co;}D8FGL0Zo0L$2Z=LA5m&8+zovk@0zsl zomzi8wry34p+d2XW=-nNibg_~1kGETaEVKAEmHbS!Hnp|+2#bkV%2oN-WeCr`n!-o==-6XwF#JN3LZ9I{wBJs8jlrUGGb>@Q-6F0gZ6`B||lffI?Wmy7KecUzIFP7V4HC z4HDpaJZay13!0mb$LAg{oU|Ss?GY(Tn|Nk(7)aXGmb(OEKQMk={g`jAb(-GhyKshD zuIA-&%TcJQmwV}`k zfsAKxLAy>v*t$9;A+7+q&#jz}K`-L)#^$l<@b7O^ZgB_~>oANR`%F}IgC;X|{TM`6 zZKjks8aqfiviW?anSRs*Z=dxvUOh9j-j@ZD3evse$SVi>3VPUtnHD}2k2-tVynNH( zrwOM9-$)c=LOahGsXpOEV*wwmEn(Bcex;8WgNW0A47krpWM&C^N=nMMUg_ zL14N>rh}(?3zynD;2FM$we>b6;5G)6NN)5ygOteVS4er^Cj=z-F#TZ@s_+SVJKeH( zJePzxln+Lv{8O;PCO#oIAOlPUp6{P(cx@>5v^U7@-bRrqlEZNQTKW~b4-<3V;9s{x z!cBBU3MJw0F?B~W1k4J{B#UAu!T$OEpG|&WI?b|0g5SN5C4@JZLi$${H7IjlGMX^H zfZL0PtKp!zS8({R!JQ07^X(_{+~DF{DyA^M&Vsrh@1j=AR88JrMRLp$6qXasbfu9g zo%YlC&{-S*?Yz~m%{P_?OS~y!@y1Va@M*|0ySW(lc33}QeiS>qX)gaK`icuk^a(YZtCIbW2cui~J!ba7rIJ+kllBR5^*m(RxU&nq9rq$X=!sxx`_ zHGW(!bV}+dD|;@m+Uw$)bFZa~0epkjQ6RUQGtQ)S|NcQ=;$ZzqiG6f^_iZ?>{uDpU zXqoWk&GyN_J{#s7jyb*l*>I1{k?rA$$GPAs({l8gv@c;8%Y>>^aeHH)qfg zHmARewAMMK+!K@@!)MXC_cpB6z61Zl!29$~sQvXEQVl=f{5@$wNPD|M>(KGue0s;# zNrQcEKhm2Y74JpYouv3K8bs7qJ8M?=Fc$a9HZWYDs!M}e$Z{|IgdC501M9EPGH>6^ zmlHadevP!qb{EUstj_Q#w>guawLBGk!|}OS^3r0>hi0@xnClt2M!1vM+|d381<#d4 zz!JXZZ1l>A?AqSCVP#rx{E8zq^zMNgK@biWQ3m%7E(W4t$rY9$0h*m2qCIhtl(>Y7 zL^uUYAoVa(%2X)XHwFgAAfvh7B+M-=L@MEcNJi%3GR%&u@zkHygNNzJLHQI17I8NX z=5kpnr?GMRg2t;FksLI79>Lgf#j-H-{%TJ8;cUxA$AeH}S13c;A;!p7r^MQvP*E%=Wq%s#?suI_H9tVnA6@cE`ek zZ)Nbv6gT6o4(go8$B6Lo9VX)I=>ikda(*-^A)2_%5t{sS8aRJhor8P7$DV8?Ym>*w_Bt670>ugkxNQG-`|P$&7Y|D*ghXry(o~f$yD-qxWC}?jiFwh zdi*GAH|Q9yQBM1FlID{9V{YOW>e|r0_vdH(qJC|c#YMFKAFTs2k7Lb2jF0T!B)roN z@1?E0Lm%(`9w>BuyU_yio71ff-8PzT>A&{xWJ7Qu%liu3_GiQ6)DA00 zczir9eCA3wk-ufz21{4=-$t9A#H7}^U$1`qw&`1uxo-g}neZH0<+-Q3&C2EJPCjh2 zV867NcV0;-ksgh0pbh{_AbknveGgTusv0c?1;B zfNebWZZU%H-%2FsNkl2z&3vTy*HQ!-rDv5!t+=0k%oa0yU3(n4n-;Qk_pabTl@0R&sTSoPwt zDP^;WByoA-yD7_3PGW&*lB0FMqS@%LA9u{KwFXpPM`hPd+XmZVE!Np=M}LlTbz@)0 zN~JR=tO$?dD`C9U%)M8H+?k?8N)Vc;@EY$enJXq3T`*F&tk-Rb5Od(<*x(6%?vQV< zIdx3hh=#C!+m7aIlfn@Fb>05xHE*|O`iXC$T@YP&H|HYaPt>lG{dk1=55s=>9}6}W zYduibYe|npd<>%2n}MGiuGc>Ptv@L4d_lh~+gA_UknkC+@39bl&C#NmJK{+3BtrW) z4p!G_hna=PUh>foR(hLIQW^2I5RX@w4_eIgtDI}3Eov^g$bCA4l<_47xb5ar#VfyC zb`DA&QOvqv-o7W!hoKFruY)AF@lQY053?6t(^6#BgiQ>dntc#?)=Nqe zY~SBDrZx1(YYsXwa_T^uTDQ^O(cAxacU2}dk?BpO_2J07HNI2sd;e+sqje=i;2^H9 zaL#Bn-}VjGSV-K|#=zSj*F3 z5Y7Gc_u&04q+Q?0MkC#->4bBur7sybiXM0H$6~n<5-|(6w}J1g63#P=^5M~*t?;-A_Ig!51v!y`r6zMaNs?0Z3bg@jF)10nhlCvMX z;@EHRWWRc8GiJs!QnI4Rjy#`;k_=OEpxY!vo7#V`FQMI&(f*L*Yd;~W zt!aS_73Coh-d`yaroob5_(B@zYJ@m2TwVw+dy7DDl>l#0Z-0e8m$P{rbse>c$MSM- z8E0SuHC9Mc$J5;#3B5Y&HP1#4{ItXaVQ5trJDxYb?{C>j4yi?`mxc@@a!DpB(;!r! z`{V0-P}(w&+zKq{-*By6AOp+vc)CZjSjS$54YUnwJN&Op@P#|z+-ZZy6o%LqqiK3g^n!fgWxN!E zP6Koud*0kI{37@I8SLt6I|9t;^r2PhtT5Fz1mA&5k{o~{+z)n$g+xl`6opR@E#*3o z3zV{;geEtr%QBJ_OHP*tiVJzciKcz0HSop5bZ5YM4>g|r{>kAqc2$$v9(}*CHmzKF zJ>{AZ$dnY;ZgGq!51J=y1S0j&BFB+1$pRGD+%bN~EG{fO@Y3qnPSih0WHn4Ib*&-b$0Xbav-(#)eAYyOPmEK7r6O%8j9 zfdYeqMBZIcb3Rh)2+pzlX5fAOJ5Tt`+n;+FhV8S&=EQtB^?|nE$T%ljTXVA275_FP zJWr%tdi1s@-A8^-Xi?_dnC^u-liqKbLCVB|4R6!4v$W90+@%MiiBnm%j=Ucz*)}Q_ z@_#~l)1x79TNV9qwzwG3y=58U&pN*yb00W`P)7YpN`r<6fr1O|Mf$Y{ZO>|{Q7n{y() zi_1jOM1lZ12M%5$kWRSW6r4-Fo9C?O`+QC5(CC8;L?gc&%qMX{#2Y+s`XKm*oL!P@ zF!j9cs2bHXd)@1D%%Ae3d2?0Z&{RBw&^|={W^&KOqR(s~?3<*mtXv0x8scF|>u(d+ zg{pS_nJN8&qA(j7%X5CMrTPtFM>3x5yAJYu@&fjm2^BUHI{ZRFOHh*m;0RuVC;jVI0=l;I|P(9d6Vlf)!QC$wpO%+NFH-Wi%LgF-g7&0?Y6T3MCy7 zykcrWHw5OieuPb;R-Cfu7{(t~QroB$3F`cz>xlu$={-&);@3p{nOX*vr{)FY$UM0? za+K)-A6TM$HTxvQLm4kbpJ^&Iv%M_xT{;#xP&H0bEKFd%q;|^v83V-fx&65LbC|*d zh`+>CTc=Ojl1eEa42EmP%2S@Yy-Pn*L|q^Bw8g><gbPHOnU&&&x^Uja8rLZ0k&a za!mHviI)w4_V|Ty`oqM=_nK3-@KVFs6Eoa_WP^-iy+kX5{h=lQ&fl94mIdc#X5Hq z6apmt*xk3a&jI%#5<8q|SSVJUE2v1~UoZ34DAxp<5e?8b9fLT>9&Dnw0!Pa(A;Kw*TgiN0W_MjmnBaq=}?B;SxZ+pI3 zhBu%l5sthj+?g0A|2$H?APKyagzATc7*(4GQ9m>d z$*fk9P!xGh&U93H%Shl9c$w`6hL1|X2T%|sk0TEVq;2oviI<3nMW+pfO(X9B^&m;Z zZHA_!oTU4S{dVY#lBwPhOyt&}+qbhaK+fdWV80p#ZLS)X3mHL{tZv|3r5B>gr1WbM!84?@{6O^$*utd592#yAeC6A1`V3n^tM1CwH0=*7sWU$ z`Lv{^1S2I&LmNpQ3a4Bq#Oy29x(Ba3A{Q46jqFgjiu4(7&=}l8TR74?$|7un@4bu0kD^;JReH-)9ztkm2oRxwCwh(Wv z;E)1AKG5$@!pc#dNiuHUelb2>Uv}l^7ZwgQt8{)(X)}6LsMO4;W4~hIRMz1=M zORnexVQ=i**dmz!RSV^}W+24(#7MN|@fWy{aKNam{ znRX*}2v&xdB%*7f6^sO3JWqtD7~9M~e5k7exY``quw9e)ry-g&q^U0;+g zYk3+Tv$*=eRQ2n7>ZYg_#It@*k2e0#9H^JeKgv%0qHUl@cOp9ibZw>j%qe`bUz zLJt+{SG;6SiyoGu0L$hy)g_F#(Iz-j*5hlia+)>r@l_4`~wK@0oNLzgJxTn?uz z?lyt0Q?j?R{iN*#khI8?R>d{P3r_upMeQG-Ht6zdJ^KAURqrqj$)8}K+q*gLCYS!G ziEPkJ`^YGSxc?#u?fqNV?{PNp!lG^inW@j<69?bN%*WSoEV`H1NORyn^KERkz@HF(tb7ERMYt=~ zcx<`{h?r!5o0si{+yOTwl7ThqVEn_=&5xh1ugaxNUb_rp4&!%auh*OS(AKE@5zyz5 zoILN)i#a`!`97U@2bC?qQos4W?8u?!Jb3h?^99|?1d08-pNRRRQ3&W8)=ysL4lPeV z|2_UZt2QJde_R-3kvlqHUVm}xuDzCVx!6fmZWDXj#I(QI8QSc0X!}zlVI{QT2QOI$ zod1z*wWKafxSrh`r7Q=c2v7FK{Q&LoW2SK zm`g5p3zWC$12N4ffFcR)coTpN$F~El&s87D1O%lhR|P#XVwEqEN^T>9{FD@z_piJ52lAU z0G-J7mQ4G$p<`gfZ~{Q)oow3fmwvusNt*CuKPFJ5creQq^@jUr@{Hn5{XSOYMl0;{ z;i#saQYs|q3s-|_8vf;n?oB}And*5t#wV4#+j-o1yXL>nLCjKtjsUbfcVhUr!c+(c z=$9UaPCK^81@^NxaxVLDl!F%S2jV3H5#Q=s5yuin5-LZ%MoG25Po!&Q{jpN-T3K&l z6_ZRQtD-q)J~grKv5h{cHLT?hjM0#D$8JB^e8JaUx)#2G*WKBq*q=lOIl~uV)z#k# zEF3pQo;HxgEY+U5y$~0}&SS5lJPfW3sK>W`P<{9Gs0$(RO8;c`_<>F?oWl}+Au-h2Vd`q3lU?=1_$2cr#HB%NMxmroyR^;s^w~RL{W^q6Bg;Nzk?SNW zLdlHnA?0^LP~_5DDWI=F+jELJ@Nf_ z>nrsYm?=(pQIJsRzZNv6$I_othQIkbAZenDcnA|1xxNk*Vs;4LbzLOaw5WX$pe-6} zhvPzo1d(6<@jdOlmDC%;p$qXt=77P%-<=F|S8gxPhQ2eAw5t0u^MS=1iblc@!Kkk&_l0jBB$FnZ6_0Su`G*hB3&YM-426FthUl+sb<_b z7@=-*HTo`b$hTr4l29MjxQ$^|E}lWRCg~x@kX|H%P!w-^kT@{dlLUegJsw_Xio7f* z5?)&^k7}{s(c+_zgv%T$5}-brO1quxOn_)!DzM~165HEnQdwv~xGtBdNmBB02ed=B zt@;bGQln6r3THC+Pb7g-ck%-#U4c4;O)_dmhQOX9!dT01`hsxa56wisWA6lmrcBGf zA!VQG9*gKWRS1G{#|A-cu0je6vKjr~*W{g0MWc6}Dzy}Aj3MUJ##!PYwz6(|G0hNq z^UGX7JGaVAdirmQ`wA?H#9YpLkdTbh{fU`H`fP)+(6O0`hX>|9I~;>QV)>1s#5CLD z@ka)NB~6+Jkeu6qaP3|bgkPqi;%5}fxJWF!+$w_7Eb0mLaP&bMWD0Q6q;^^L{X||M z+-FL?u$bU$9CV=^5edHl?K3X4f&;q`z@+Mnh*)>ryo|UKCM8hD6&1KIGfQX|_|T(R z3(hA11c>Zf*Xd60v9DzwE!^N?ZT~&rVoCrY%T~xFeeZs|3_p|zxxXt5Vr6cfR~RG6 zL~FCoGbim!$3b*QUjNq6>)s3Ah{by^R+|?spRPDupc~3O(5x*SWn@(!~++ zaNU-0p5xp;5L>`VpF_4tjnle+83sv0MSS{r3Qi~2z$tu7mW7Z+adLhD>nsHh%2GTM zt0lUK(uOQ$w#svg|D<3x9i(5*Acce+l{57+?8+5I*mN1j@DXGQS~@U3UkSiShWuY$uONLddxA(j_pD zylFqS?t&_x!42@gm|B!NI{|Nx-qF&ah?*vqKYUsVKV9{PJB!^C5 z56_xuSjn9;GIa+Bo3<#vD2~NR81*gB6ynya)`0Z|^9wFlw?&qdOk7Qxe{fkUBk|w6 za7Br9VBz=kjN~+aL5|S=P`Mpkwm^uXt8Dq#MTLdXyzUVQK*lAaXp&JYIj0C(NGV&t z8{iB0j5>k!0wy5XNz;)E0jg4@`Dymj=|dz5>k~zizpklIik1eJt+smfnc0aU-C0}+`T!(v zJ4T3&Ch`b50#hDGk_$?VCPK&Z$om|T+>OA6D;-oPi5v{K2_9iRg(o?9a`8Y&)1oL< zT4*;7p~F94V-#~r+l6>7%HxlKCer-3ys3)LW59bVZej40v+3=j$X-b^K_cezY5xA* z(Jpmy-J<~RKQ`oXNNh9!(m*XAE50N;VoR68ipWs8$`DFG<+#4tIZYoyxhB9B3}z#l z8&9Wg;3kBzlbL)qEQm8Qnuwe&GfwZEDD+lM^y2oVAvo9l9dnsdSDC>FTGZs!_!36&{l4Y(~cc{!w zC?PT_;`*>AnXBwc6Iu`VF;@o5!PwOKLxwF;TU$|40b6}hPIQtV{KYJ&5)->&Oc+gg z(kSTDWYO-4eTR}lPTq!y_cM|35>T6_)l2-gw5;Qa@>I+v?#~YHiR>Z&gp~QU*6~;* zqg%nG-#UUqfnEkjmP-c9Xc&XC8}x>WnDQ(WlEtdH^r#45aA)Y6rv{}^`SuIGXARMH z*qnc`B|cVfX0t4@O8b|3h=*WIRivOh#6gz7AH$stk9?YXOeu_UCbYt=5Mix(uRW9onp-Jgx^W#VPhTG z3c$gmHTYJ3h4QD7)Hn|@w4NO?0Jo%V_4FD4vP^1yT0J~_K&i#ye)Af=+M-jY1uyYE zSc><8_zUKdtCMmx`egdnk^Uygg;`jBzppkVw;YRB!O&>xosvxx#Ldp=ua9SJ-Q0*G z;=9sbTK{Vrkci^B?|GyF8tUlfE`Dh$yKUFL)-3}(;LV4M$GnC4gvf$mo-S)xTTk!A zyYlP%?1CAS*nKYyg}ER&E2=f^QLV(|{v_Ri;X1$T9P>Lm9>@1~E3+7VFDG37zM89e{rBnAjgv+%+{B|KY$8m2dR^Pi)buQXVyD;c-bjZ`Y0l48IN zZ{g0h3{9M5hp|}n_oa$Pqw3Ewys!m|J59YSXT1idn=blIShtzC`5Njy>P!m=)_0se z-c(nQhHSqHI48ij*S(KVJW~fJ;b3kld%QqSbaS$+_T?_n;ImB!8DKq`x;W;ROs^42EAW8V~z=3sy)S}V4L8mO0 zy%iCtf%gf8{ahpdDdcKide(opytbUp4bn)V{mA~X?u-N|TwMLwcK&bfA!J_MCXv>h zO3qTSnC6TNt7t|juyeXUD(x2Ixz7aFEpojRhW@lEf*=jB9K=MYTOno>mBvE_>3-wh zcQSMlkFa)qEQVJCOQ4{3TzMZ^>|5nV8%D8qx9_04R zU>hRaL_`nmj_QWAZ}`0y(^n4W*70>4bp$kHzsu7&>9#2pjNd`45?zxB%(X*@WTY$a z%{s|!G)ByHpr9G6#<3zumdWtb2&1+| zJ2ify=;KS%BcVtl!hvYLGegIArvS08SH6X?M-Cclv8d8Fdi$8`(TKELz;WDylbmS9 z>--!!3?nA-GMB&M=O~@MWP;fkN`BRy{q_%oh0xQN@D7?z8w_9*il%Z;1+Wo>OKRV~JFg>Ma?-0s=T^H7r^my-RV zlvQ-l!`MW?q>RuT!jSpMk!f4oj9>8761PQ%PR6IUff;EK~6vBW^0^kkmjk-YCYALNgt1?h7cwMJ^X_3r$IL7r2 zh@^5cuP4#B!;T0l)D^#@kkj%vFN@-@q-Kusa1Yh?f{p@_+Vc{8!%HAi*QnOcqEn=_ zp%&}pLOQD?s5UsO&VX7I!|l4@152&(xiCEUwN$>8+^OPL_OfQ~#)xZzp^WC~9bqQI z0-Gw!k_^^6BN)u)aZ?3DyyK6uNm7Tu9&lFJY*k56wR@sE&THN%H`Hzn8xLc0*}rbL zrP@sp!@o>pU|D}%@3YV>?~Jh570WJ_@^g=ZMkVyXnR&o^_cN%8?W`7@89ULiA--X8 z>`=x9=TMq9z{E#0T2lWF>!mOYL0oHMgirY-OR_Dj!cDOxa7-MLi@)?Tb3u6FzuwJN zi)Kt~n&R*Lpuxy6CPXOaA%^*?-hI6P#saRb0XmgF2xC(0m$JY(H&$e3B(mA9`b239ny=Z-Y z4!C0b`oQP#w4Af4IpLdr-gX%FB#~NwMFHhR%@T;!8u9>)`IpVht54=uSVa)HNzC)X z=HS-!i%AhmFty)QoSiWT@8sz{<RAKnf`FNt!(R``J_$)vp^RP$%algPNHoDFZdS;veKMy z)|r^4*!r_R2!~JInKLB8xu03$n#4w$8Pi78mfLL%>Q-q2TU)s+NsY%y5k-R@KPC}> zC&a@nxjjdvvm1^wPKWR$!$`F{jpPLml6Gb7vb(M|qO#Do zt{HHAT@s4L&&N;v(9BP2WtAV>YpR+7-Z0K5yb)hj*|Jh7K2TdcOiRHxjm+(saN&QB zYj%LQ=2R@PSwey*kNg*&8BK6k8#a})#H?#EQaF37u=+xHx9QvxK~dCW;t1$^0*t6% zRJ1$~6K=B4)+)1&S$@fqF4kP^>XlE}B$ML?@Il%6YstRjdbdySfIRTMgCF{B7*To{ zJ}pSzqjjvC(xDMVNiBxm2J}p>95e(o?}%;_%b?uhBc6Dmji!9~v_Wd9H_Y+VSg#_1 zosg2Bm7`%w_1)6_bZJ8xyQOS0wOt!X$10e0*v940%GOVUw)4{3lb%#V zA7LCQyx?UC!(;sP>f12~ky-jK&pg)a4AVaN5e071KYV!xg7Z*Mtmf3bL0Wq6sxbu?(2grLLN2;Y$gb zJtG2Y7qa9Jdc_7B51zj?yL7gY5~%AtcMm(**Hl+LnIDNTKBsBup1)N9&GN!QcuQ`b z?;D%({pHUW@z^a-Gu59OK`t^s69~iQr)64 z=JSFm{x=j9`jY`U4;r32@mq5!KwEDMscAYzBNp%V4IfDV&xRZPR$D0|4D+s*);&Dbkn_SzeFq-vnkTny7xO&G*_?Aw*cH zCe-#{2bg_oT-P6^gT#5L;+9PfqIo{1|ED$cHmEyMS@cf|i}qFsCi%&0i5rC}J%S48 znpjYs0rs)hbS?`-hw#@X1y_TnzGU8C;Qcc^GONJ8KED}4*KOx%D}YC914>qduZ7{7 z-HHl(p!>KZ?iXtc{QS=q09HE_Pyu@gW=a(vHjQR`>ah_H@)K?&;QjdV9iH!Psf+3)pS*ZjWsGxPj;&)hTjKMo`8e)7D} zIj?$Om5!wHIpjQ~<4x!D|2!zjHZoWND5p?Xtqt!q&jL2X63~8C%)p!YmLlvIF65SU zYYDJ4odGIfV%B%B!SP_J-4WQhTmkTFtFrQh_RmRCU=7#?b(91IE6*)=#JT~ue!V16 z(x5!(4?z022gaQ>L&#UZ@c+T-0|&$kvSa~LvJ33B?nO<1YUu`O zz;4vNLfFXXj}OKBLGPOi${!Ci#fGkTy_($knyy?;9Wxv%^ zfE5c>J6~<6$`Y&w0BCD=d$Md6LmfB*{mIyI%NCd`od=}P4AXvJ10BU$v+*71U3^51 z+j?!z^|sCK=I0zw0Am&c$^Z#aj%x)bdf}H^9UnezmbtC6UYu37YB6j;X(Gl(HM+_Cn!vR0Gjjc`82RKYW!xzy!TgPQZSj*ae?Z8oiPCzJ3w) z_hM?iag9V`gSqb46BrBufmZ`Ca@Ojt(VDT(>KnLSG*2bW{}lL!9&|iQcKDV#~wJiL@$$18N6o5(6WcP z7Qflv8ZJ3DUaY~XWP+sxJ-79|hSfN3)L6Cz-(Zp9P2K0syFQzr_Xog#l?Fqo+{1qW zYRGG;ovxrhK5~E12Er5MN@{qQ&%NHd!3Jr^^1?;hQ{b=;OYM}8Kt|+gCR~5=%$D1Z z%mBIE0;A7LVza#`Am#`eWKy7kmMOj$pcQk@&64Oj z1>mP3vMK`uCvHDeWziyo70b7QHi}f}(pwR}_O}rbg$#@VTAH9!*xz&LgYx^pdT@(d zsEdKoGh8Yg#KDFOEC87O`!sl*(;uTD^7BBq%MY4eq%VbxzPVz_xUb}0;ya^?^-nDk zgH*Gd^T%w0e(R(b0xFS;B;t1hDEeuVWzQEv#xAMp1o%O7$esRR6j3?(kxC$}4@cx;1@bDDmKRuViA};+*^>WjEPesGx0BHhkbVF_rRymoRfdb0LNh5pSLW=5L1$TkAAga3*jGJTe6ygm`B1mg3 zKA-6+vQh1CmkQ?{IKd@V<9;ar@;_=HUkrQL>fKCA$k9eiQrCIV#Trj^cA^Rf$1$uP zNQLD0IXYVKnCLs4t!ekQf&u`XfwVXrI6qi!^^Or}AxeOu*(KrGGz1ap54~|zxj7S){9haE;~1fSnBV)yIWjC1WsJu@87G#+s=b8!D{y?o3)Nh68!;_v z=9xE*2eD32!nVQpiXm^v<)ztoSveJ9cR(X>Q2d4Xi47Ux^{TP7x3VXVXY?fD9qBLH z1;Lor#r>}IY0qIHtgV~_X+Tv--gMFD6kHs4n2`C(3O7{vf+eOInYP$W8+{x3JscnX z%c(a_fMsXTZ(UM;Ltf83Ds}R$!WPxds6VE}=>2e6`dNLqS7Lb-i+3R`)Ch(```av9 zj?j&tYY^`?GF7qZ+0`$3aRe%n7(LO) zIPTkMdoy<+i9rnC4*Jf&mG5kUq6<18Lt}8-4$J;@X<@S*JD8|dJri?>g%ky~&4D9- z>7>84MtZj?F`i>`wY1_s4iPea1DGCMOfGtK1*M0j!E#0la_hS@xC+*KWb%@T+=*t*dxA9xJuW71TVyG(s0#=LSVm`zPbmW_J0+tNckO+O&n_DJCI0_%L`&vG<-U4>a5)?WfXj1yWO@@@c)PeD;|4x81?Ic&9|TV&;$u>2|6=b!O} zr9gmN@`GIa0KUaI<)=Y(V%QV*8-3X>!kI#SzuOkwd7(X_K_@teRgF)+l@{|KW7sS> zx3j;*K^u7pbFhi%)g7wUErXh+-|67&+gVJnm}Bj=UXm1CSiTosUc|!M zcnCTigxtAZO9^ox`=S@xI+NoZin`Rux3fvsGpJeOblKOBp}+w>!77x z+NNnkJ4gfhUW}C@JW=uK8S-a1nGQ_^Lpk$|a@vlm*WHNPsRA4b{MmzR1tjE8G3AZ+ z-m3}1h;O+Hx!Q2kRPu548MDNn31c2C7AjI%7gj*Y&9{CO*5Os@CK$0uS6 z3sQkGR0}tb`p`uEKAs+Z6kq&MIF8>h%ixUyvulzd)hImhTLhAqcL0?gdL5Y7t4(&UACw zTY?Bsyh8XN6tfar`mq{PT;NfuMF_r=gl(FO-@+_8sUZajOA%}wsO0k@r}Pt33w&>E zJE>&JvHWg?%RJiG&yq*?YnMpI`|aKjwD*ODC%(ohomY)G6Iy8}ZSMyD2ZUzQnfftmdF~cUtO7i#HuR#0(d|35K zY1UWg6I#GOa^4hT*#6QUM+-xrhgc+*xC&<3^~kZDl%YRKXS)xpwUlbmlx&!8#=2-^ z#G&vJaY{k$Y4+tohp{I&->P{!g)o`&i)|OTM)hRhcu$SD;dLxd`9^U0r6b)KQ?$CD z#~qQ3Vki6(1NwmVk0ABwvT{l!mCR(vL~`;ZeS z!@g84ZPxP2di~y*SF=sb)OTv;aZ}SaxDQBlkZ4Q{Jw#lY4EL!5i2yFih)?X$+sfE8s^M641`8-OJoThyrk`P?ld1sWP2eu+diKe86RKJI|(R zTXVxV>9)$befokz&Ig`#OogO;pg-$TEwtl7udz^Y&1(+qD4O)XDjv1w z4L)F=S!t~uM6dP;T@cAf=%@Nw#V)7+wfB3xJ{pSUpXudjAm4F~d)h4bAm>BTie1jm zS07qqIdsa6DvmKvie-t!uQ9(8gsp#D<(!QHi;Mul2kU~Z~ zNPEu{RAe4R6L!dUD6YT^yb?tm-#Js$PxzB&cZvocb~7&F*=jvcd&;Wy>H@R3H(%JW zx0R&Ns)8#F-c@Smz2g8SFjz?CGk!tn@c!iITc@k~Jm?QG(kw#6>FuDT#7dL=zG#oz zYbIGDkKQlB4Lb_wU>^pn3HZS7${H$RuBn9G^%-i(`>?jo+rgBd3?EU5lxwej=8^w4 zx0c}F+shZqx!VM)+l^1YGmpP&C?1YL%6)~y`CiIDz5e!$M}6~|&_7$((V2kfrxj$J zb!`#8NZg4E6V3ej#Vik`lU@F}!RnS6w2kmZ<@)oc-_;_YQoiG1AK)B>{I>mZ*OnGY z_QG)HH{;IDU%uXZSBL;lDqlrH0u{f2?|6`tMyff)*oI zjcw3+4%Sisc^jVHggh0yyXo+S``_}`+zvR<$y)F|8zqDM>o;$ZK%uDqn(l5ixSs#` z%@+ZnpZzsK_}t@PCyJE&znAboH{}1!r+^T=t);8`R^ZJ3ObB=EA?EFaAndPYrmx?9 zDZk4CMqW5eg6<;RZIgfdO)>ln47#!GB3tDq`LxS2EsC?60P`o^WDia~mT^4qv|6Sm zQ7Pbqv8d$bnIWqPW2U)S(4Ao&NJ5I?lK=rAIJZ=_!TWU;gzn zOj1B6>jrc`9>m1Nj-bcGKiI|Sx95v*`3kdvo>fa9mexF2WFm`^{fRm+$ccgqswx|w zPB?z-7IA49P4#T7?wKu8&KGzrUh)M;@j+kVAnfaNQ!0LbcRt=2Y6V?$exB^j&&Pr# zD+mkw@Ek6H_?U9z=?gGE+=(Ecw44iyioE>M$N2skGI4^~`qcNZ!FOjzQ&HaqfZ1== zW_0bj{7I9>s2r>u4`EoJE4|6SJmzEep*N@qNiUD|!b*P=g{%O$=s_!e}{xdS<2 z#vCa(NBWnIb>qdq>m#_P1WHhAZ4;l0{kzmMLkUzsO>Ifw3jSZe%@%kJ5-GVt$^WxJ zf`jCmf*MIdlz#hPCHQ~WArR9WMnjyPtM0lE1^sQxfKa4 z6v~a1x71o>wPUnpgF)(npUc|7zR6d_EcQlG1C{3(hHI)(XwB=$3R z7A;oT$Hg1A-`~9oW2F>cIx0`+%*4E%p>n-SVpRbQ^Hn#eg$m2E4D=W5;{$JYAzsF)FfO{K8v=q7RFDeHO>=0}9aV=>M9F>ays9Tq{dzxB z;a~E26sEn!Vs|+G-1K1Z4aOy#F zGwT|N2gad!6zQDA;E(PyA?$nErmuU764im*My>>Axpg+VOO+A71U5*6_rU^V=>A;U zD=z5&Opw^%V?DuOfl=CAsQC|?4!-!m28-Od92jlm-UHwA|2^C|3Bd}c2T~_^>))fz z2nP&Xqh;yussHmG|E!>LxiN4%;dalne~)x`VlX(}W6ug+{4eXoQf9CQ<1W6Z4NmSq z&h&rJ1!Ns(>lPYr&iS7iRry^U){Eb)EGZGNsm8$6pFVxcG+PQs8dbb{?)Sa#0tmZj zQK5w61Z6LWK8P$5)aZeCF+)&9SQvTy)r6Lwo3BTOJ`uj54jT;I2#luU>wn>Z7WV&I zQzLGdroc2fFL;oXHlJYfiGM{ool{aN)6mMG(q111$nYnV!^GJCU~nYzK{5|aR$(rT zXGV1cLXuUiXT$JC!q{YXqtLG;(BI$l(nd{sY)3xTT<$gfGb4iStgmBPpNLyB`$N~Q zA63~IqE5zQ7~h~{R{~2R$mDYb(M*mD&4@zZv)#hN!hRO0J;3PAm;(WrHUs=9yNyR# zd)0t;7>}h9>gdZ97eX@eo61E@e}0^kD|ZZpqA+gvL$lVf8@Pu+B45oKCx!y10tc4) zi=%bP9#Ow@XH{=xCJ^6u1J=cE7c`D`0aELT?_gF2Dq(~qKyGJOx|0>XdusY6w!qyQ z0a*IB)?G?&y@g5uc01qU_E;4U9?F#unMq>PP|*LfTO^{55kvnd;ut|@LDmPg!n)$r%^p8R2NVd z=Lak%Xek9E^&1yM>t}$AN}!Z_30w~D15!sZtVTUmEx2?@K_t;J25kjT`cKz+z)zkk z-#RzGs>y zO}E)!XnCKL%x*n2V5nY0zsbK|Nd20tbHPp~TjBA=r$q)Kz%#v!x# z2UxOhybt!q&|?__7ApJ^@bF^}&9nvZ21$5<(5-O6_gAJHx$}R}<4q*Nt-yA}cuwAP z!ttbPUuQpPhgA;hU_&{y8!2yxOdo>EldGTp1aRLh%g26eou@aK@u=V!C0|c2<7-o z*boe#s12|ipgCdt+s5O3X8XY!vbmC*nE~icvxH99?rp3PAs4bc80m8}b8*1!kEUE~ zfrqBnK_v0!2VWoi--TgI0g1R-2x}RMo+=kz>O&+1iHC$kDXjS#(W6DUW{?|LTldtV zn$WOdk2m_U4@D;L=-uTSw~;xbsoMOM5hiF(Q<9Ev?Ep7VQ*Ien%l`P7x<~!pjG~@A zKg&Z3+L;k8V?ej+kjd$(daEvcV#?cgv(zE`$s8p^fL|7O%!4jCfLjx$$usl%6U!j> z<(dLPt3$<{52QmmTCj~y`gAfDDgW3%%7Gk@mzh=w`Q+pm#1-&6uzLvpG7mUZPO?*L zrAeDnhDp_sI(?8?!RKRV4L#^a&OQ-Q?y;3Op&zbK z(1G_i(NnWDxqdN>L%H{EeUJ-nHg-BGrcNBQ6okSr0T};D*E9C4Qmxy(4AaOn%>$o6qM57Vo0>Op&5#SEEQ2ZUv>2Va z6ul8ckrGVUcC17aL^s!571c~hi8x_My|Q*fiS_FsNq-z=?0hCsB?<^y>KYo&qPn}- z5#&7JYtF2iu%7jSdjHV{87Uj$>}OruhsbDX54KBWXQJN&s#a|Oq)IvcuJF?R7~i(4 z@)}Z?`10qxr$OT6sb&`WMLA{kAL~VBADD6$6Owb&D$Ow z)1ZYMa+v%PjS8~wnT|4jk5xNt(3EEvL*bjgGiAaNs@}Updj(8x@k|H33{m`29I}^B zaECws6})`F#1V617T3nXyZC?{L>4S`3Jr%mz{`e^Q3VI?XO_aVtM|oQgN3>92AH$m z;>A8X_$8drEQ_nQ#<(3Wh;P1NP%uX)lVN+yb9MUlIa?xYjvR-%qMnFwvbeZ$(II^n z5O@lo+iK;)+h`;0pkpuzdKA&0F?UM|R!uD2j%^qN-5Mg4yvdQ9q1w&JWAr&fjT#5> zBw)wRgtaa>a*{FtLqLo%%b8gDW$Hzrx9RU(j`@i@sxEf$LY~Yqv+@Vo4;Mi6U0ajJOns zpRZQHqvDGxol!ML>@mx+l45LWEXEEMA9@O7DdKtpWOsNOvPf|iZIJ2A&ioDpLI{>Y z7PCh%s%pc9@dgYi+fSMauc(KyM>K(fI3*yZe$RZ z&*TLPHh-WfE{y!syD(t-kV$pn^Ze2$C6oNWk4|>soY=5iFg)1#M?`aTb3DXc;YNLs zH%z8ll2%|rn-a{!P#3l6a+-4&eCtGjIhixr(Bu=4A$!+2kx^q%n3gIy;X!@zakDXCJO~O-{|yRsqY(0j_Y5N5e}rvi%qOY0ghS$?7nc zR+Uakw1i~{e%p2ueJg*6^ujeAd%!

VJQ`f6S*LQPd z@5tr0EXdPzhn#;@YlNe)QIH+d#ZajS;m2KXU%SQ1vHq5VwvkGZZi#Uq&8MVL)hGAS zc>ZaB9tVC1bcv@SK?a^h$w{lGM7E3}9306!iZ z5{i?p;2lFw&AM=pQ*ECiK#JADo1%;hxlF&!+!Hg5Kw&eoIq;&UU*oWblHMA3$|B5i&Xfe z`H#@|7Hau8i|ie~cX;=r&ahd75g1($3rP&2N+q!BQtX^oep-3s%Z{DrzZVt|Yj7J! z9H)W!<&MVll2ADxI9!&KXE)}E{YtQ(^&_h!zewZ@I2M(VUPPeIqwgTqf#vPDls(G) z=Bv0O;9On!8@?7J61R$Ah1}Kl`E;_J92tyVW>%+4O^VD9;!-O2^vq`A4dzuREQGpC z9WK{U#8vXawqU-YLbrNFS~zX=w3+q zk*!omjk0fPjvHt6q3A4ybLn-`ua3l z83zITwFH|=Qrbfs?@kzzdUVpeD-GF>Jykjg8E$;oad*thv<(Fd`+zWwMMPJ|=Efcf zlD{v=wa-9h5h+ScW`nV{lIU=C+dqY@Cn0jdr6eeas5R}??%Qq~LyKP4*p)Q8@cW^+ zwPo7a{CmQEsf~$B4wbGWax~0x|FlIew_j+h5G8!5AOro%r_$WfS;9TIp$h3if?RYn zHl1JWQ+OU#?i=mM@IJQq@E>%3`O=+oUT^w|y-GGy{-?HqfKZ=Z4EHnh*dwCX#1Re!>w{JCDaWr;zleI%X8 z%a?Fyst>}n<--j}xh8CxEE#z$=GZxD-#WxK9#VL{H-~PCgiiPl{W_nyj;oK|JB?Hx zkLXlx*AP4+&xZQo`Hj#ZAL1j!CYfu)$0n4lPDLIb*RQLySw|d>veZn~=eA0EobqZ; zlO%pV1+jm;Q26PAWe^`TeJiWj2PKP-a?Jf5eB1gW`4GmGhx)mLQlA^v)pN?rq#vKY zxdVq?aq>(qX%84)Br}?Eax`fo739#Vj|#-#;ewVw=ZEv+T%_s-$YPYULgcI~D%}ou zQw)oPm-C#ImeoB6EkA$2?qrZMp(-Ct`_N`3U}^C4-UEN zQ*-acNlifp#o{fEOr-?09~hI1n$Tx>@_5J)5$S!7iQ=Mjp|ND1Ba3+_A5p=kS7-We zp$$vfSi2#bT6K=WA+?q)T-gm)RW7=;Vo}MWc)baSdh2rAujs}KU&QLpym>sgR7uy6 zFKPMKe|E;lZPsMB0ToLv*30nM%<154=Qt|d(YcH=V4?qf1(* zg+Ahk=p;(|#dY~#kBiu$!^yyscW>K@Aaj>ZY|^N z)~p(N9RAMbJ5?ta?e$*g&)fb5bTzx^-9{Tm&-jLm0!jNz|JlOn-3|7J)1*4jB?iaO zCDXP3mD3}{hdYKKY>o`OL)h@kc_dO!S0&f{7D?qJp);xxb21UKdiWaIIlQ))FR8!x z7hNzttpEW|6zvP##6*~EL~U2T>nfvc57GF zu1Pqt&Fp;~6Nzf3xktK^#mBTnp;2Iyn`x?c(J}`$+|A&R8SE|R7dwpWN5T#n1q8_jD4H`I?k8DPDgK~^@ES|{WHEwBIzYqO)zz#1Z7yWxvciVpCxg} zx#1g#a2|t3Zo~1>s$+6%u*o{8n?2{33K{4#n1UB>YFBgI=Qg4!q)X*>@B9Aldb@Mj zS=xTnw3DdEb$~EpzAQUEnvyD!G_{xXEcG?p>-@d4BY#5__lrugXF;svNB+irefb7O zPpBmbc>W7=%UAg420v(BCtIX!hpgf-$>2&sMWG8>UUTBxlQFKPfQAn>ik?vGfnEUB zB@{u$@(YG7?bFwgCK%d%D|{b@s=lDMQfD1$u&ni*-5xQJ>AWX+qA{KFcAYY;UNAqs z-p14tliYOZ-yife_=WN%lkoq?jR$KFa7nVJBgJRuh%@t%qR5n>2I$8lQMa%61 zILUichvvX!xSiW3K&U_+upI`S`$ewItFNnJqRNthi#W(|T9%pa+#8YgM$#=@@|0QU z%&sRFHhGo2@XAWP|FCo0C(WSTFOp8Q!>MkQm;i5Eti_@1K*#Ya%%Jx5e2(X=wW_H1 zgjUs%L|%jBGrp>J_Kcc=G5_HoLe3F%65bJXQqBpILj(43uU}|ZMY_M|j(9aS(Nxua zB2#y$IobVQl8QPW>s5_@d5Ah9br6^vJ=@z+AvGE}IVv<(k*@b0jmTD<>H5UtX?HS& z*4a))2-xo2_)WaL}iuwnV=rnU7DhrLV$Kezg9+m40p^!m9BLc_9I(BX!T^S+8Eh zDd;nJ7-r_HMs_^{`c!@{^~nVAz*cF0)v@)#yZ_QG9m!lQ|6Lv_mE`G6J$=;l;;0#o zbwOuUYcl|d1ch8XX8!qmblNukUItF(rz!$QIEcevr5`9rpu$KkT$Yr`I|oueIW0(E zqC2ok6=ZDDPJk+Xw`B59Ef$|2hWxEOIe)UZR(aw)q+i$6qUQ>yivb2Y#_y}?u#5f5!$?Zo7v$p~D$<%{a#;W%rebOSsB!Z?9lUPFprq~_<`;#Zhy%Rvzku6#D!|r4O0f%JMW!K3&1mcy@AEVkRca0;v?&CEGeJ&u zBk2bs^09=AG)zN$+4m!v2|2q@7GK<=OmmS}+U_)J9~;N$OsTeg1&6)6^iI*yn^-jU z=nuW6*G-oZqTT50_Sv-NeX}0UK2r^Y54eje1L+_xj?aeLD}N0 zCAwb&mMgoX66DoP%h6bavnLLucaXL6&{w(E^VytRcV%G)>EpG=3?119dP`#$)ib0` zql;g>wi-soocqFv>08~Js%KEn4R>oD3+)7Yk?VgN4^rU*NQcEqPosij%LBligBs$f9L_m_?R+3Ipwue+%C6@15V$$@2K$#85f@=WB&N2i#{J8ctA6v-+!SpSASd zg^~xEvrR8eEIQ+eAwO!Ky?0;cRj#x6e0L7NPOrr~U0*@XhF=_*F76fnu6W9fMq%>B ztS{lW^)y1rkf$BK1-LIZy@FnSn*H(8);C4mux8mVngrWSEu}rda4i%$1h_}<4A`1K+Y~Eh%X4Ai0%IpW+q*)uK2dHGH-85Qz zlB7PV$(qn|LQ)?U9^+e>@np6yr^P0jeQIiI-l@+w`8<|4x1Pb1y6XjnDBq)hxpf|2 zrcHsv7s5m7L}&lQZ18Jw^BOC6sJkZXFmiBTE!v$~f@2(}{n3sxsJg}MdR5{PpVDrw zY|0y{eu8Pnd%%qO3B_9EBRdFQCVJp_Yu$E_oaPf`l6h43~wI$j{G=^cHO$7imM}? z8}wgcorZD~>w2C96PZj2o*$CHTJLv~KN5R?;y*|Qf4w6u(CpIR8~()tz93!v6{5ZX zTqLM%iYR7vRod)vf&9DNqqWup2G{+MPXhKU1jFs-2X<=11A$e3ZP`p($D6UZ)XMsY zBtiJmj^M{3*LY7l6Ybl>XMq0{&bY!mdvWyg)KERtdgjBf zF+P)Y(`xE~-R^XjMQ^d-1}Bt29!th7tXN@*%YKtAt!l82_H1WWR{gG3-torTV;5qM z0jA1_FzzBiY!+cOufa)(ppY9^qD>dEz5wv+xLuYw{BK)(`H7 zE2kPpF+hw_8vrTW#vs!L`@fk0jxeAq=x&0YPAcwW0$Np1r8WM%=072*+QMmw>GM^USX;sKY_Px5Byo0>D6Ik)_hLqs0?R-HMiGwyXlg((zKZt*Qd zF`IbE`~qsM2gzq0(kL@{@wtvQ!*n>7oyfUE&1&io{Pw;26YJ3IK|%#xy%C17+D{u# zybh=wioWs<@Ixsi8IUz7ZTftZmy zw9~9qtr)J|NLnng)oZw6(EFY^q)6K?FTPdHYGtj4Mz-H|aeW)EVjyK^{;w(HeJ2fW^R zrjNZ-Ol2rIZ$c`9vCyXyIOv-94dFHEBb2rAj-KUPYvX}H3Y~u&YhIPHX*yQVY79jF%~;PLy{!Z)M> z0_$oagcSGeCK4lzkf}}_Oi#af`SK-99e)d+hG@wTf0R|e%U)y~)9rh3A5^-cyK$}J z!QO(JhZ1pR=DT=>J{N-H$1P9CMbG)F^a_(*y6*Y#&3j~$9*o?aXaWgjj-`L$vp|V~ zig!aA53k@A0*1q=c`k)Jg{;4Y&MMToUc=2s@w|dTVyRRs-p`}^SgP@@CXNcDEJqXj z-qT;jAGkQ_C}l`2&Iq^+-if87%GVZ6yvlNxtf+V>pv5=_Q}=tIJNTi9%GhX@>O*>E zsFaT`r%qd5e`emV_nF0>k^I}&yrFrwT(W*)L5{z^S47ufZ~fSMM~NmikDI#vD=L5$ z#gegx<_%yYwoZN{tBZP9FIkxJeJBdU6eO5ThMM zR`2o3t|LS7sM`m2j1M2AO&-0ievgB$HV!Be8~<>~tVM>=Z(>rR<$^kb_<@(%rb51L zHwO^rKh8*HulAkeMn(TDjDa|QgVueX;A({RO-Qo38o0IZ+LnFC^s8+sWCz@f&cZBa zzhSF-J4|1aqxqsQp$$_*NsfYkh3-eI7Pk4~x61>7AcI&Ib;JlaUcTCq5u(v?(x7X{ zVWGhmQ>%W)Hlmg)?UUul_c0y7S(W@QfAVliU6%c3&q;!$IkKNr3NP_f7A1&vyDuNt zUOKpR`rM$UrRNc=Jl^S&_?R|9!9reAi4#S|CzKm0frm{_uSKEE5Q9}O_`8WAGb4!# z__eS?ZWb0&CpqJE-pV4SUmk6t4u22Jze6s7yMD84Q8K;5KqGpc`bR0*rZz6h>h?;Z zp?_>?qDtjqXGf3brdxcyQ0$2mYhXUPI9(x6_W)Bh2H=6uu<=|u>*{MVsWX%+<%4)aJ&PrzAKEr8JCfI zz(kIZP*=qY4T)bp6e{)jOszrYy<9Saa#mtAr;iKWJ{NZ>>sCfCi(7b!Al@CTNiuFN zA0Ndo@5`br@5!n|2GU&yRAMGmLQF&y*zXXhlh#y5(JTduB&RXa7s*HP2uZ$rt>w z)OONf-^*6CNp!WOqWRi(2~JvS!Qv7@wLY>E`sS9KiC1jvl}@1|Rjp%#ZlKoBan?to zamkt?cHiUQMEdTq9bSRtS*prAR8&7K4`M~FspKm(chhi}@cOa;CP2 zypcMe;d9}($4$F`6a!=L(JIo$p3I4@ys#FKPCy)KMpkv9VOnM-;d@SV+Y6;`w;Uz)2=oksaw8>EA3i+fNdQ{EFb6j>KQb76 z-<*Zd=OJ}~S_^>QDQL?ioa3-wJfQzgNtk=Dp8rKv&*Lo~+kKhqhHE0#pH<|Xx|xpj z0N1*B`nK9Wm9*15^2c*hv4x-@(M=)g-q$pqck=w`)2$RP6glNvw6BCn-+yt#uu~~(mDh%dUJ-?rIky)W;#su3fLOFyTqx}w;yXQ*7sXww_P&0fd#7+UN+sh@j zMYI&O%D*FO?^pHKwwus?X1ppO$?PC@NMo3~WY<*G^_W=}r!>rF+6|+ehC{-d3w$(Cy(&#I z?`HWmdwdFBhO+YT6M0T@UNFSlFHZT&W{_IQZ|Yp2*tA6iM{CL&W0U%H?`x+M)Qmsb zq07+8x z{8f!AN`9gw|Yc<;I`8+_h@R&^h1nypG{yLVrKY zX8mx;3WQ%*dva_T;Y1kRl!2TVIVyKg_hR;dlE>3yE_tYkj`R)tfFU@RyAf&j{a97$+I)AO)oR~r8BNosH9&Q-d3}C{&=sjqSPwaWZUcT z+mRX7SjDzZ*~`ek-c}=rW5QITydKeSc|D^I`SzYZ-=m5xB3k{u+cZ)0ZJn0tzTr3} zTKXg-mB*Q>UbKpqS%;<$c>3|nhi3Qsz)nK0sb+a5j$#UA(qgouP|&B zTS=E@YD$F5}p8mTvxmqSw$A;1Df!cVLrO~00_MD%YH|ZLO zsTd@3SVCDl_@?8ritQG$Ejyra7=}+<1PGZ6GljSF=RU zG47UKaTrTPvp*BiUA`^Td8a|vYv}h0o%B@OD{9uJz^3^7gbSvPmg<#ygb|};j@Z&ADM`);va>H))TxbZ2aOQD@J3#-k<@rOKXk`v4HziBXbAdrI7xDdpP(>M3=_yQBWM_JvvYXA9{s|#P zGRaBANDW0)H=U0t^)-F-eh~i?{6U_uSbXUpr5!%O1s?q?J__Rkx*S6EFTzsiJawmM zC--(4K}(q!dSsbxy^gimi&gkcw)~7=O`vwJfQn4_q9ysC^PL_?^fe>89S~k(v zPG06k{TlM&VQ;cNt83(@EcV%@LVgfeB6LspS@;@b0BEW{VYbdUyj7eIK=`kPw} zE2dl!E{F@vCGW${t=B*OTyndgln{idtM=#adD|v$(T;D_RyM4>rd@T6li_4{dLNwc zPT;dkj<^P#s57Qfx2{z63{kXfRduV~qmN4r-}@+PHb~flmm_O@mqBjH@#k~rq{lP1 z!%yT?vAw9nAh9}e6qjm0|e3*(PPYoxj zc$TsL=JP2xF`ib>rfPL`YqOXsJwFLQBmWq4G(U+c{e4biJmb{WXY{JF9_HxKko@k* z{F|=11-Ihd2BgOc%Y}6UUM|urMkYixhcorGEwxAc=dshjr&30W3AKIe)5%-sBY~4Vd^czqI$ouQ9>AU=pIT$P+CBSkW^B_ z0z^`B5OId??rx;vM+^ukrF3`0paPP^Fm!iwHvjjW_c~wsFkG|e+3Q*BUUwWCckZov z8hWf3-bnkiAB1N5u^Z^>&?{nj=@$>%%?6}ihMsO;p4LmgL55>%c3)TBM=7Am*Xa`_ z;AF}SpyDr$F53>9lRr+YOYST#nqLJz)hBL~JYN2ZlsQNeCrhZY|sbVn4=jmyvvANIn^VzFQ za|kaDSUBa*x8_v$vKEN8uuLeeOpLx(F)%duE+3lxt9EOFv9I?!&*c$H zr4`9_3R+Nc*KRudYMSyO8BdX*hc7W<4N^~`lpOtfxgEvG0?GCHJlF8&+0|aBvAgo4 z7r5hmfS7=#hwd^ndJ~@NGe=Xi7fcQ6qrH5DEcbKS)<*E&c z-5j=~?tS*Xw&&+0@323>E)c*SPLz|k)C*Gaws_>u^A;KK#XqO)IuRlCejjtCc^ zw+Ag;c0>^dHjm)!vsTR8xD$icOwYBtu)VH|rZ}8CaDE4n3U!6%(*2vMt$^Ce(Ivacce-d<%c14x$m z;mM0h#@RyKtl8}WeGhq>j6{vZ*)yO#hI}W~o6DM}QAv}sxP4)rTo!L{x917{)@W;} zEcBS#G1$9m;E<}_(DeS`#iGgI=S*FYIHkFhQZ2#@Kn z6Mu-^*b7|rk}RRaiFJhxNjIKJ>lj}fB{I#^<+|l&4Q?82p$A;i#&B0>J{#7-1o%yGBQ;Y7S zE%-rhNz%>EnO|z)XvN!SlpRFYOmw@v9$qX#!t;5(5>cl@LD>5yULTeociBhNq{zht zqVVSg`&IIJOS2Rcq0{h>%mw(-l%Zb1=fj{-C?^2p_UkiR?P5p$KhONC2ShJ(lbd%g zO?R$bdjV3{U^#q@AEFJ416o^U5@O`SWtC$bC03dzvIMjD-;fc53}!?{A+xP!I>r!Q zKA^0<;$;M~nopvsaLMyxdD;jO%-=}@&P4J5+qY>8+DvrQXYRmi1@+o@6U%8rcw9dH zTO14LFziKqbPdag9rvbH_PsMYbkP%{Z?>hH#})AO&6F(|%X*s)Wi|RW7MgvCJF2hv z6HrUt)TJ|^Fh&yoiS&N#xlL~+w6CTx)GHZvL3zcG_U07*4Xta%GOYz6&xCQnf()|M ztr}7{?M3)m!nfVa0=n`Y4%43Jj(#`mK)#~?U-n17A=qn$8iF(tS9FvbQW|BTH494Wp6AF-PM4(%o#wOu#3U+hi2F8~>PcOVy6MbH%uSm#17;8Ed0u>S`DYT#ND{)LHGuWfF z_(JTT5QYvQ=}7;LErqrkq^T*DPs_C9hXs!Hi_%g~pjb(KQI9P~Reu;d{AqyYJHC0r zpWS#rkwDV8>Kh`Wl-|tufj<)`Rve4!8KPnP#Ar_|;P*w_a5m3$RD!$3C*yTesY=Yy zR#(LHtauqFMo>ruJ|mqEV6AiUe!_Avg`93W0kxjsO~dM7`@y@@ZJI@7ZKt)sok!#% z{ny{83%wJd@m)qn&_FzXRA}G*KAy5JQ^;(yXRX|`#63Io z$g*?vMb3$Grr6kCjSR270n{luq=$UsKAGV)6;DB-x8KEQUu@VG`KC)XQgbU731#Lf z__AAwZOc`Gh@FAhy~c!0mhL@@QLwz0QyA#C$ zlBI1Vmt;&bW?4U`lRD(?9`dQDO(xRdGUGpNzvvTb0Q|9vOg;uz3_7qSfm057IdtBr z(G`ywl>CXkDi)45xqAb-3Npx%-km~*tNwG}ZB0rY6B%GtJOzQT34jAre?TbmIY=G4 z09eQ#j>_#m{rqpam1QC3%b*0O5dW*d$su`!jEFrgi52&hDE<$BU@UXhk_=I}FRVDZ-U?OLX zZy$mvso6ZYL`)`2Mvq+80xceCObR%csXtZLjcmuuHU5Y$jVD#Y-T3_DN=NYP`pm(W z`A%|lZ2dXXXp8;_bg;LiSPs?0)1SrWY5Z^T6dnY6_x7zMe|3H~J}(U~T~zBVfeVnx z;`u%h5$DoB)uTYuITuPMaoz6IXLlai`O)?3FDLSw7`B~trd~P>p=GbXf`(kfkRJ^b zG&@Cs(Ld>Dq}Vrj_)CNJ_XnL0kCx1-aSz7pCzrT6Gi1Vmi2* zsvV)WU$i4911v9G?MMQ$H9Y)E1whLzePtE%Lsmob#=!^EaKptJg zMcWsPk~Qa#Cf%Qxl?;wLMx!WPBz9d7KgBlu<+?01ibTKo_k|nRGDq?Sn3yVWxDBfF z9b$TgY#kf4M}%Tj>Q@>Q4v!;d`R4^a%@~G83~7z}Et$&Q*=suTR3<-;6T(HSb%=8H z_cQ|brv5;^0B?i&NasJC99JoTRAK5t)^4}#F=i4SM&7Vm1?&v6WXYnYv` zs)@JMRaq&6e{lWV==itn_%pm?8D`&P820WDhps#PqpVEK)o=bf`(;c46PYVv3284Be6ti1@OhcA{Ov{!J^$vv#d~G3oNf9hxn#R4+ zq$Yd#(i%RLICqw%e`Ht5RK{|RaK?%RSZ7-G1aItI->g_z z@tw%Rkr`E|FHVoy9~s~0ijioVoFS2fI?qNA!Ayj|cEPB^kd0@xU8j z>ap}+{CmCoxl`R<1YJr}#%N1#i)ja@MT>v>dxka2B%va4CxZv?pjA6wnPuE_2RRhx zLuo7|m9+;ICVgzGOLMB^?deC$B%>zA(}Lp!1K~E^v4|wSyj)T(S--{37gj`?yr2SK zU{B}%c8wY=Fn|CuvfSorRApK?Z-_Sb*d#K#omaxWLa;hbaAJ~(022BjB|hEPs(dWq z^$lf|8f8hTGilK%oF-tRH9{?vCZgkt;cnD?oQi)W2Z`}p8b&iRDz7=NX%}z))`;Tb z%{ODu=PvRd3px8qT%Mni?fB=3qlo+d6W6mb1=lm41^6G3YoqxOk5oPCe=Gd(IaZaq zGJ;62oXMI4r&@j5(~X|+@85OgfHUx%EtYaBS?o5W_9&!sWw_&`r3JtWPvAB5hL!t_s!=}AD*LbUgldO|y#*G3!dI~3)?3KF)#KAq>^6`!}j z-VP>k`^?c;*CE17Rg*wU*Q!`{osqn!^DuZXPOlkrG;Roh-p zPxvQ1q4p#AXLAxTcRb@eF&6gk2H8*B@a-J<2l}lo^pC>fFAAY#S zdhlo=1SDD}c57|28oQh&wBT=wv}g#-n=)Mg27f;+cw^K#RA1lsp$@nrbRI(FOWMZ5 z0~B)Fr+POc1suXib~USN5ha-py~cV`Cbkb=0*+fEPkC^a$$VhBXc%HI)Wrb0jz5i> zlzE87ZJ6$8Zv3ppX?2W84AVr07;IJnZwE6{jx`Ul7USy@t)bOqSb86udH9VRh0!c zNln9xL6ryTq&zuJeJWS14%p8aK2OLT1}Mi~+2;@Uqcru6J%zr2$5JZ{DF-d4{vP%p zlWLc{((E=*uo^g3u}FAkXK?qreKFt-Re71YRWwl6xBTdh(eVbUk=}>M3@KlK9yO_V zRf3XbyXOU#h$#FX|9A|}c5<3lkL-!(cuf2Y#zDz@p$IB$AiM`Z%4;b7A+9;N)kl&u zqU&n{z4BYsGQ$8qCowBaXQcqy=rP#nqPs>`y;t`jj<9~f&kL6|dyk)AsIL6;eN6w8 z@o@4q>8T|rRhG;enWFuNMdmy0jsWxpX2zv|!OT4X3Y3WeohnrX`NNq-KOv{N{7g%c zoK!vQYOrLxy)tPnf3d3JE=X+J&0jw9Z$&K=#}GGTU8zB-Ed_bQl_?`$7_+oGn>t}H z`(Z)g+lI5sC|G9*c}u=!2yrl_%o3%XE*{BnV9%u3A6B_URDUqdMB6i3s58c5!|-Vt zX=TBKp&uR4w%ixbRKn!f1@GyW%T7K!_-~dKaZqCaFDk7?Tl#!p(EDDGV_M7-YOz%oETmK`ukcU@u?aZQc7)9Ld{C+yp*{@fB*yVt#c-XL=FpieyHICq z{tWCxu>m(0|ABB$V@3it#-tE@%V!OF`g{0-O?w@<5aLu##B)n#9dsw58b0xy7@?1u zWdUvw!U0X0_3A%kxWSxkK%-_DiKh{Q>LZC|CoceB3)hVJhSPRhu@xj|L5c$?e|2}N^qZ8h7A8Znn(>I{BM9i9P1(G=%=K- zc01fB)?`wzp;gYpb1+#};zG5y=ip&e%)U@3EOrzX0aPiVBTI%X)@^HhEz#@%@f2lp zg|=_$Q6!cC(n}VBKh#lu6-ugT-uWk&h~o=uQn_22p<#;QLVzU)EaUW}!HS?97(Vci$vP7qOf1-7 zvCA0x)^5IOx-uvLnYP+lPyqjUlUkW5MJ6*wW#GaXxgj zL%XrFQO~x}O`uQmmFfqwKQ#T^V06tgKKq8Sq z&6o(Cg&_r9-rZjgVi`rjYrK-Uhcb%t(Okzt>}X}*gZ4*kXj#xxuToP5wR9vB%6$9zf}!9DrFd|}r#iWUuT9e)#x15;yzRJVgIU4v49WN3!ijUUjk~u%JT>LF zH?ebxIk(@WH@$1?9PQnb4GE1mrC#i>{@2PZi6AJZmxu_O@177y#T*Y1ecQ=4j;UTg zlB%E8{`=^30PFe8u!HC9og!#0UgPqr+t*u+_>|%HxZV@{d*wc^dRdz# zJL|5l1Gp&XXQs%pa+sn89^C(uZ!b?a}LQO2X#YjJQA6R3E#kLJ!Y zBvpVhaUGyMEfLq6w&U%p$hA}WlD&uVaErKzWQQK8=^I*5Br7TUdh^K4)Zu&E(EMQJ z_%fzC*vh7lPl58Quv2F|3eR8X6^f~Gs(W@B)4-It`Fes!bAV9GfO+~XF~#~&Cbc+R+L&nUX(Y?bMGwNgwU)a~+a>F}M{@743IDkl{!{nwhV@mq^k<4s42E3u zXyo|m(a%)Ck&CY}R#7=|qWuL<30DqOj|q7gG)aZn!2o?&bO*5Wt;iW)4AT(YF#vL- zZ{r6in^weStLGeS)i=>x_A3_kzjw!|U?7N*`w}7=`{v1D_}w_21Zfj)uj{R>BdQtl zv7b(;_r&jf5Flk`#k=@*mXi+Zvg)*1H~23M@>2=S^e}L{Q8(#Nasqw&xd!xX4@K9?oh?ir@#D zF7k}lFEul|aTu6k@=(HYyQ4hT?_xwS>}x_^P^;KQRQQ-GDUW~!{!(Fd&X`IFN9CZYk4J%T17B9E2yL(yh=?936sSAcj9(0Shwj(&2i@-5E73Msw)$0El-Y_W2 zlBh7Yesz89kZIrIbd_!gd--|0ch{!4JlWhORq!A{S|fgdNgwY8D4q03vBz+~W3L9x z8%5J9+WE?eTT}~`R&6!=zu(dHA2z_Dndf#-lwPzvbZgUJI?jiuN;QQtLY0K(4x#m(X#}n_tQ~d^~lG}%N z>5XSgkBme3&{H-xNX{b4)j_1_e$TD^_7kFTIfR$qTzC{TpWO<&0(j3}pSqQIS4;=m~!colmyGn)2Ff>#yTKb+d0R10x8E@&%+949) zNwQ}{4Y|ufgWnv`eiARV3`$y;sU<$l$M%PlIu;GU#1!02zA(r7GU?-sU{ z1v8;Ck64c}#LGYf(*9Ye9^wWBTX;7kjVJV&qR2pHtkGl(0)MU~{rscNtKXBG3Ohk; zV4F@erx2IaoVlcTH;fIm(I_2YCr%3{NfGCZ zIk&8}8+kCv_4nKXm+mj-YRo^yk!JuU)OGQ%CFZ7rm*cI2G#Bqp!ipdeDr@YPcNe9C z9q-VL<3$68bjKl}53;X#^#ocFrbh@r5o-LB;U4ngTI@)4mS=2TuY^RShMq(}V%n0Y z0j#N@BAFa_2#A!4{y@J5&jg1vsESCge=!LVes% zB0IBV6meVVNrqZ@od%XhuB)0h;+CC{|LeXMWn;G2#>jI*OetuNW$vZ8RM93$wF0PQ zt=s;R@YH-XFuIBK;r8Tx@x7e!*D9w>aL zNr`hrMFoyc&=JFsItn@a(lcs$YUi)z)~fGGi?!J>YM-@1+2()Hg&by=l4UCY;{&zN zp7s&yO+x!W=b(06?E1^-aZ*iwT~#kIuoW`pO|v(>P4Pzt_nwQp?n4;qg9DGRGS$0U zNFM*wnSa$TOa53m1^+R1O$ompZ|hP7pBKI|F`Aaowxwhy_J=nu@sv^pe%|==A5gobn?_Q+OmM93~oJ*aA`2{+MYt1Gk zwWWfg+I7IGZF(5YbIy&fFw1O&LMtOi9&|-6C`r`7dCp-{Ff^wYgoo^n)Jd5gI9I27 zmkjOSpq=yFD0P7Aws7Q7d%oUhW)kGAQ7L-UyO~A-3O$oGoWF!oX~Sz+VUYR z{RI;$GZQ$gZp>YOoJ4oi;KMoEsb?)j=@hfL<{mKZ{}sL z0;W1q=qsoyz^)-d<2Zi}w76U2rqWMnS1=?a!djL9o4|wJK9N~0jqzg^`gkP-wSZ zMH$hMqCd=sA2FI{mbtUB_E2U*KVv5A3fa-JFsj>VzWYe-fWYdDPJ zVV2hceQ)?-`T9(?gJc^gi9SD5&D5kq;~u@r!f4pLXx{_D@+T81mvg-{zy6Zm(rOs5 zeWxyDQhP@8P#bYL&#s~c^KWVZyd4k{bq+ojzHTPVQ8N?%4^?{+@K7;t4}2R7ILG!x zuvQcX#-`2SLHWlkTlEdhCKF@dE+!0qOACqv2{s?S76J(vHT*Vm8h^p`!bIIapp8*e z&L2UqO7m63IG3#85#-GJ4fL&Gzj6*V@D-2}gIas@bRb`Sy0Mfm(xU* z+P>G{3hj5wO7Ptj<{b+ua>7?HvHk_kgDhdxSHqvyB!&4&KpHk6GRw<ge(0>E7SfXM6LC>kYNrz2Qpk8;J)8xAsbl~ zA2y+)kFn5D=?uXDxj8-)zW9HOs^}fcGn=|kO(VV*J|r^N)YSAT;^POos|_};B<{ZE z1(RrVLWP>Ddd0(z&9jGsf+$y`E8^@8+fPPO8NAk&<)V% zBZE3ksJniB-!ZN|PB!0p$M8MQ{6f^#hun7{r33!ImjXRdhI$cpeb<3nL*MRo#uk$6 z|B=)rY+D*J4yb59WNQdVigGvMBQmF0dliJO4tZVWd6zqw7iwmD@L5fv_@xMPPm$b+-{q-}Tvs;rkrAG73dC@e~tZ6gO@?({%h)Gga zSm+a6;R#y2j1v%PH_;jl>0N*=H26EDT@2{MEtez)?WXUgi2!TCyMKEJOte5uw?5jD z?XC;xs)^cdTYtNSU6e+=aW9cFKG`J;Mom9Hm*pqvZCNq5@2^=eELKhl`5yoSU?bFE z4hrE3f3LP7X$)s6r*O(aWVBO$!Bn7Nk5ZMj`TS7$PK3AyNOO=Vi2?Lj3%wX1aL<5Q zSY@PAA*&}cp`8sJ6OUm7pTxu83U=^B8~UG)m1|T1ToHhd!WV;TA0`WJNVMsKcC~9G z8cw%dfH|&l98oVM3-*{2jTPmNM zo`hnpoPg=RUpw>EaK{U-uO&{q4ljUZWZHL+H>hjpsGX}GL=JY=iZEtDuXLVoQF;YGm;@Ox+`gEIL6(NV2c z95YPxkbCbhG@I}I)Je)GK|fSZ)bZUQax8o^-ci-QSK-lGMwB3FqoIn zx~hkha8EGn-J@}vnVDbF_>mmc(>9(|H!abY!2Fo=M$F}@JnIWT2UPD7eH59idQMDwAi+tUagoN&J@&$?=tD^gl-_Ab%$!9Zc5~K;8lL#r)<$R+zo(YEFav&e}S4`kZmL4%^-XR<|PgmVW$JF+VxL;-N>A&y%rt zJ~RZM4hgrxP9m#tCCHhH_zFTORugNyk(J&Vr8%u_@6_-K^&`*D4jbpv2CW-I8n(); zs?WNJ|EoA6-swzR$jdFinna?ySik)HTk%>Z^vQNl%k`u5FH%31P-xB6_q6yJoIu{{ zvRRHHg0H-dQaIE-Kajik<(ikZuF-6}2Rw&cjud30`k=JWjt=|DsI_>~!*A`|NCmgW z6lpn`?dR#e6J;A3Ge{=Gj?^{qA(P>Tis8TD-d7&p>!(4`gZZ3=B(Gy6UuqsWcQSO7 zcna9(62Sc~2JPgK;vaF$e+9Y(*ma=HqY9eL!<0C{6q&@4DiB?=T-pb?b<%_Q4QD90cvQuuo1aAU`Vq5DpwF)*6)`A(BB5fuiKGNSqsUlV#N@NWM zO4)S0?CxRFQOqNW2XA^Pg~*T#PXR(~l}3AEzmn}^z=|3{A+zV#2sFpDfbGxv3BZ<4 zRTt2&Xw%mAz|}b+F%>rz0{s&TkfVzl=0eYdw7oyA$=Gohas z9J{i7Q2efo@KTdR#-*+rv6rwAw3-hLoqo!wf?+r;n5YBN=H^O}*&C^^DwAx1=)jh! ztp&H6^Hpza_59G?E1NEv^|JKz^edkXsCK&E@EbvieTQyNqq)9pp}DVC22!!xQ!8Ht zavpwi1laxAif7+_PRb0y#SWSaN-SpK_ng_r(64v>;;rIvy-y@bJ&w>P6B{bv@Q~f- zjB7nFq9JRMy~MIhY3yBiYQAY)M@_H$_+CGs$^@9$7@W@mX=E03^PPVvEK~ke^^N>8 z0?m=9es`L9$h{C|OrKWsk}MtHvK*c(Q}({PXVeh>TfhK{?+MVi_4s+8MZX_yT=`F- z`6$*u=j>%CIVh-u%e^@HXhU1JoAkf*`KU+HJ7bkkC18p@9+XRzK-J5ZP3%a#61#yv zdsY0seuY`6&+#`q_C6hhpf!@IhVWMn%&--zBSRS&KnO5zFZ0XuBg);(Uk( za+Egm7(wtKrB|f1lw?~wo#9rY2B_kxN1@UNsk5?g*x60xTc=- z(PW7O4Ct&Spincl2dm|n4;2efNG0un4*3PO9XaTOJ9yUslL0+Ig`d*s6#GPU zUO;oe_lVWzcRxigL?kv5zI645Jw$`^fT>!Jdllz6+Y+j)emg(ZVnxI_JCjG?bFv!UunN6@2v$M=`qgj7GQncW7vGEfj^iRWpT?b)kj;`taG#@n^ zc`9k>RTtu;1UYW26pa5}6;rZi_Fdby8tt@3+wlaWXKR}1-sGNn(4D2S_HbdqeE5qX zq(#X~%pL$OGHX7{o#X-lNksn#NiPsK{~0h+;{uO3R}7N7yXvH}Oa*?2_M=_ z*@ekmQSbaeB*&1LH!y_5xJovWCD(AOthfw-vv#SG_*zXE`+BT)?Wau$B%+Add9cX< z6q~Ms`kQkRJX+w?3HM}|0>3TmXphEZe(hRUeG9$!obKEBuko^1VpGo{J3qzsG;-N#VTIY1}I%1l!#%}^DcXqwbyAN!{NV1-`9&w957w?6G(YVWb}!WB*s|P z<>RMXeOu-5C>!>SBuZ$M%~x2=(sBdIaV;M$Gc5>bu*@1l_g(vfJ4@bZZ~IJVRoke2 z{Yit$W7Eu%`YES%Rqjxz1cegjC*nh4MXuLWDCPmv$lA{{ zPkkGOQt+(kp~DgR`jz)z=E%L>paUuQAPM4zc-F%SNgG_-EkfsKTv z9s$$=8j^1f&h^Y@xu3~f&79^I+-$w*@md9 z-dbc}Tdau}y`=L!ZYBTIiv3>uC2WU+2$6NV1A0rwqw7!K>4M{0ZU(am05}W&V--6g0hXO_}$k+ zT(0H&Wd9u}gpO6Q^>AxTjRoUL?V=BI9zgEt&_VMQG7Z;*paofcSsTXnI(EOxPGw-p zpW>{44$&@ma0(%$V4HmXou>ZNTrDE!_l?|q0a=e{i>>S#m}ryJS5+dDynVQqOn{DP zv(hh{l;=jb9`(NGnsc~!HY&U~b&eaY)AB!t_FGxi&fF?V`439dQ#G)}R!PP|Zc+D| z+V3M#RqL(wzdyk!jnB(=He8<75fGIsvadOwhBc;|@-F^AcO9tz)}1A5B%Ws;X+cXwKeY##@{8@$1@tv{%L;K^6Xoq2CB&Wq>)<- zdFAo#VlU6%SPWo;+fzE;lA=I=l((`34Be`?Sl7mL|z#Dl24G4j}pxvUO$p6x=R;TYrh zx~SxE6Q1*L)C8ekZa2q|^kf}RdVzI&u|8PlXb3D}`7!W=jO(`}5i8Z=DT?f38pr(Ro)6hUVo(k5k=CRjrBqQsI6Oj!u zJ^Rm3<3bElrGEW?UI6)MgKS~eD?)sIrq;{3-HTlulds|dtGwP<`aSn4OE;_g zda!x?dp!Wp%5N98;B@4r&G)~hpBKb5+}gZ(t2-{Eo4kh&6!PMt9fj0LCp14+F;!|e zmA5v3a*3z^Bp4ex!A8{k9}s&&(a;^q;Mtzy4Y3W@!xf?>qEuCq=(yjigVvEL2iL>H zD11~U7{E0XC>Vp~w}!*qPcy&fH9vTt<21ma>5~NqU3j%U!>9dE;@@aVcB@#&M%m*b zqj;HlLxvo3Ayr)wgY>V&D96GFYd^+n_OXX`TejZ~i;n271T z(nEdP-su^M`|-1M(%r?w-(1sfAhpZ((RKuQu(iK#dF;E>vm!A)6o>;go|ycdaAelb z!!qc!b41(x`l$z7&gXGxdgxU7jhS(WE4k2eKR;phOTWi#oHu|i{Z`i2+?cljvk69o zi*A)`L>g_DIYnNc*Vg}n>k(_xtety?w0lIxV~uM4kN?Fb#e_^x{7=-!2vU{<35#t{ zRdzlDqI`X@1j==PO7*07FpL^|ixV^591*(ETYZ&gc}e+g(2YPoZ8(bC5}I%t8N;<5Qdz|>t?=8>N+?g zAm8MgaSc0H0_+$4*blf|Rs%b$%7HLW;0$#h09Y8cmiOD*C1@S_{~#Pcgy|OC&nE{F zo{ZB+a<{gTn~tZ$>7!>XLg{kmmIV#Ent$&ebiu&8N0oCB0%AqoVpa9;iRGDLNBt(q zOkdB1MCs>a4)*URUbg0x(`eYT%j2^Z;EEAVI(5{Y?UP=Alp1KQf&Nd(8ATGz#ZvmR zZ?Go|6+E6tH&c=s(rMkBGM@ZkAT)ynr!`r zZRBZ%UQwJ}qTbUxSbWhZ^c2zt>nu$1oGe8OH2{=@#@Z&V05c=cDB-_3PN$exxAh~&}kCpuQhdAGI zF)poyzVJ79>>PeSMj9-8PuHhQFD!WQ0R;6flHg3<4WtU-HLL1K=Sjz%wv}W1jVrAE z>xuf@vH3C(c;N~ws9CK+bO*3)VXT_cT-*otFwL) zaC+SzoUiB|xqNElnUNvDaG{XekgxMnYSw17+n%I*nH&;0-if<$8tZe!bqWMs|26_d zr7d#^b+*qIwY;1H4q{G5dX1&!qraQK|I(dwU#$3)>DDEhrzcpS@03P#L+c6R2mZ+o_u^{CSkq~ZU-{%*DLr-E-e$h|PI!>{&%C%#hoSf^Fh6TQxtA`M# z-mpq}_0^lFT?_)8;Ch}lRV!VPtXS>9_>}nYwYvKUl?>^Bh%s?(nGKkWi|a*xRU`73 zr-T^A;474RB1?DPv~%(BDP~p$b>H%{v&wb9E5BOaXZ)itO`-NzILFBH{g~Dhr6X;> zi*Z+~BK!G$(q6n+Q{Ow9WhP{?Z)W8exYlft517JrPrn^v7c)k{4FZ7BZdHDo4-zYT zQQWG(31mJUx!P^b)Q(aRmFku|81nb6Q#h`U9OJV_+)Gh@8X+2%>9J8_Og!cvLJgqR zOcqB-=lekYb&f-w6$C5N8nij0{YZ_!rZOV8r*J35UCU?cuZe5D#%)gwv0dSZMedL- z$HSFjV>qygU%do5ClT*VP1PatZ=W_GwlW<@5QaB>4<&<+61AlI#l^+RdHK%62P35+ zTZmGfyz|lE&dPpXy%~xf2IJ#~aOdOiQvRdCMfvCChp%kr&*lm9L-DNN+M3% zo+wAu`ui@+x)O|(QA3z0?nkPL&-(+(ITqWdgBs7;3~}=mq(8@K)W})LzHFwfpO+a? zE(8KrXmKGO8DbLkHtuH-Lu#h24C0Z)H>`fUGcUf@wdX>X9px{VD$zbVV|sjXRDE=w zX{>61BdTG$xVXbTpm^JP${~B*et;eH_Pu92Yt>oy2MMrLda_$G$m^ zCEQ$CdD?VLp2|$vtin?MBm7mQj7jq8STrS3*8jlSc7-V&2qDiw@lK7CB4o)gl^kh? zda2iZtX6B<|3m^zYRv{s;?}a}<=-^?MdV9G8&*l!B@bQ-N#7p z&2>~!Gq|p)%-R8%24$D+1Cz+2;W$qbgE_Z;c05hsR5TRO__Anb@WfGQK|;Tn-vPD4 zL)tT}h56qX02zCWH%A-F*k>=0{Y*;f_Ibu#=J%{?%OUIOhFHXdeq!(8PsW(dU4WLg`pbT9!@g->d0`%~{bX{TG;+O53u{L@?>3)$DCBTS zQ7(uLirS*3UCI$69a zyQp^9ea_5;7F+kDzZ{(}*J&R(-!X@Nfyobi?oPgsJFvLexubLeIAofHP7~lhwi7CM zl_ysYO6TReGY%MCEj2!VJSub$j0p5$@AiL!Q)9l+b9te3#S4-N`SFccKJ`mL2K!kO zQ%k@P?+4J?&L-g{o!!_VoLw6AH&edGnD)Bxnu?B)*P zQ-pZ3Hv{tOXVoM`LqvmT`7akktF(NNmlL%;g7Fp7Z^-leNrjpgFKMkFQf32=W3Vsr zDyk|_g)km430VaH009ZXH7A~^u7?%#tDVZ5&6hYG;xG;;rNlJ#7;KkmAWjfY3}uio zIF~Hb`(#=+r)!c)Get~+$mY&ze&V4d3H%d)B58&r02{ zrIxogskR2gt^Iq2icbqvwY!V2>W97rWIh)kRiS_>*E*OfR)D_5Hh%#x<4kwk(7hzVQP8C@s=wopCA6}p@z4O z91h}ZmZ?ih8o@=?pit{HEaWE#$hC~! zbIFYz`niqkIavSkZKwVk;wRf?YB)06QsFcS5}^rPY8wJ6Qn@Q3IJ{{ItmJhbvbind z?iLMmo%sR*R)=SL#_oj@ZE;`j38V-qygBTz5>BE|VoOQLdmv!kG$jDg{94B^ObVQl~GN2_npvksgNyI0uEI78<;?^x0LoY;9HyHbVkw zqFZ8>7Qs&Mu#r zOU5?T(>|4-%JbyQ(E@v!K#OY>XxW+q}hgKWcGz^`}_XN!l4JZ+I3#sSp6}VR3hRW;Ak%sLl*Cad#^c*+8;>%cC|BS?XchK*80GOm95LAUfMiL-zrTy#k|@$X_L_m4l+Aq9jvjO&lB0k7 zv7q+xtTLs8YqT{2!Gln-&-PUgNQKRoBc-pzbX(u$<&f0?4!nG8QHs6fU6Lxrv&?qBgm z?898LGmKE8Bo;o~yub4#nwHq){G)S4z^+q3_(XpJNmBc}n9uRLd_sCaPX`w7XPle7 zte!TZvbfp4nq@`xBc!-W*p*H`xd7pk{osxM#C*qcjQ|=nZXAT z+DeCa5;(+qSUHC(`uSt4WO_^YX$@M4FFJL48PimbsL&L-4Md}p`=1fAHOu_j@|{CT zjZau!y_kWI%k0wgcx}c~r4a!B_z&z9c$g7>&?HqggPdty0#j)6IbQ&VH(+SzfNRKEiH#4j_|!kp5~f)kfU z%J43%>#+ReBnDwuYdi{vyD1C|c2wkHZFwxoLJkG~`mCoGmD+LZY-=QMmPT7Wl<68q zi{rotwa-%6sDon#8$X&;Amx(WQbee+(A?C#Xy1OUq!I7$JI_DifZh8*;z$C$ZN4pq z+7b2ulx9{p+51|B6$AOJpoZJy93Uwq3}HqJ_GraNvS+fhe{)(im;o=W*X_x}dguD% zEUZ7=56FaRpDfrwW(p$b&ll{b<^tZ8ewO}nC$*7ZV>`U#^&_9F=lYcDIL-PLcbPcf zl4*JVg=6KVni9=|YjAeDz#;j;_i~{%V5g}sCo#BUUkCN!9!xc)%rU`PrUbbDX>4O9 z%X-i4E~o>bAw)RhZDn`}@b5vXe2Yq=hd96cRf( zeIgTy2=)+B5mtTObFAn6ksTrH?}q-s1YpLW$qRpR^nWsbd=IFW++z+znF?B~X6tz} z5vaWfslT85%}0><`HYn^I`-!F#7K zhiOXq?D*#Rrud?1cZ5ed$YFQB9TKzO)z#*V>%4yv2Y>(p-BabW;U{a(*Vgyvb?fKv zeU)tb9N{i68%MQT_|2MmB|J!#I+jC=gFJ4DZs*6cWV4!Sp{zd>F6E?Sr~S&|>NASS z%y@z7Z&Z@Ds+Anf*jU|E!Qf>AcHBJ9HG+%iBZj7EbMWvD0M9i&b<@s~{c-Q~w}_&Q z$Or%NX!jISJvIT^LAPvD*U+(E>=wR&C&}OgeoreXzAKg`GhVPn2L!x4_@Gjjf-7VO zKL@;=ebbe5Z#<8KZ91h0(R!P-Nn}Fg&U^I}f6j8I;GA4BE)d`UfF+{Y2Lij-%d{Pe9$+ zT%hg;!8gJFRJk|r&w*OHzU#wW`GtQn2P6d3>4$$e0uX^cVffOAHLlsu>fnt4O4wl5 z!x3fiDUO5`@~Pu(ysb%_0SCEZRW|#e)sPk3Dv4dY&GO8sUfdehAFE%~Ze_8Xk~N$%1*0Mrz=oq5W|)c^UZnVZqZJE5Yt zWWS{<*b^eQsqnCZL-vDyku4J-thvHB0e!@W=SSZUA~(;EhR)^v#a0wUz0*Pt$`4fF zis#ELT7vuj$x?bx<%gaCrSPJe5;lPCH@!mf;u)j;IzB`_7H61KCfD}H4+X(DZA?3shlopAT)X|T( z#>p!8!&+!ni6m9PIIT*yDKHJ4lH5P~~U31g~Z{=1G0 zZ1d@Q#D|8A3uAy(5fPxcXDs=K%t^!#X3l>LSUVKJXpK-6HDaD3=JBpbe4-2q z1pnltrnKWC-})2_a1zjhLfdyfICLta*kDZmimA+KQuRG@1)ZtdtIAVhQhgLl`8fd@WdJ)FFHGq634%F?AEQsyY z6YWDS&U0G~FcB;&btkshNfWgxiv_)-lM($)cEG4Xz(PGBqfcE` zh?3KPu_V?{)Ev3*&qwoRIh0pwsgr3Xh3Gh>>rqj7U{!UV z<#O^V)7~#|JjG{+u)|L86as2iEWA~KZnu7MQ46_e}O@JQdJXhV+rkRd0sWK|!(JeySIWGfO-L z)mgAon4R`Yhti6@P2uT+poqkABkhdBtcQ5;fx6$>mVKqBzP8m$L8aMIG%3?6fC&!T`@8Qgldfy_+&JizEiC zLr@`w0$(*qY6dBrmlIGlA&G~!B_Er< zF2sr#{xJF4Ag)o>#BCogFuo;y!LG~G)2?GpxV_eq$8WjNM~3Lea`b#hGN8EEe55M` z8QZ#O_Y8xCv7b(~35_d#R94Ef?zZ}Irg-2$>15Yz7~&EBLD57PrDeL>yxEcG8FN4P zpK6VK$JKf$RnH=i)585CS$yk6(9df!AlcE9*jI8~OGur3XFUvo-yI~8fE+0c8P-MK zfy)@1-5zNqqX*qvAb3*6YsqtCK+fJe8dUon;zN(0v90m~ z`Ca7oq(t9BG4Hq9M?IONK)OOVBa1)%Pk41WDh`padMc0r%{6s3}!b|BFDtOnm%TA{_u=tBFBwTs*;IN!$M5Yy(JzOXQZ(xx04AIHfjSEFRh@{|!0L47woDH3$ zCuQUmX<2HeJ0k(@mp3pM{x3wc*dLkrKL?nt$Sg-7SQfk=J93?9Db*;zT;3*mMJYHEA;Bbef$j7`XKhW@La! z-S&C09>lYclo{C;69k9Y4q9egy3w9J4M*XA5*`+_yIG-YJs^lyZ%DQ_{cNu#=GXS@=J& zQ|jsHE7RJ@Q@L3pIX}SrmIQLcLaAMtJO>VywZS_tY(w#(kp68xBrM~gL^=2YeRw!X zNPAmQBcjJe$Ac(?f*v4Jcn%=l4}Xha=||<)tTZ`D*+#YM#D(Het!~vDum(}_+Bj~9 zvG~M+^i&w%*OT+;rh7r+K%whcpbFMc1BwG|x=eYAN-<YEhpFLFG=(NAfE&9CNJ1AGfh902t1Rh~)54D5 zF~c;F_*lg{2w$rp(~?an&poMOO(SuDM;5>5J|u|Ve%o&a_0}6rg^I)>7a9l=T8nS? z%%!-TQD(b^@xn9@V1k?xYN&_kLKQ?5i1nH~C<`7s4o7P8wzoZHEgDcOshx<;|7g4Y zps7g7qn5K*CV%L$wCPTnvD5IE-p1ZH4!j)d64jHalZwFai>1hPi|6omycTQZyP8Pc z7C0rb6#q_$V6Wbz;AoY`zkyf|8QD^uLu)sxTeL-@J8Uc5mQPhxji?S!wS|Iye4lT}6~(S_0Ri)F)AZeaIaefoxu z{Uv4YuXKvxB39tu;50^l_O5kSoG|u;pN7mWEbf(m$Rn?L_(@c-k=9|6CgMN)!-_yM zqe$sd4ODppyXorHd9T9joyqbe79Lsa2|l{CyZWu?FMd+s>8`Tx^A^4(8;40E<4cuQ zU#Q@bA@p-!S(L4{Am`8JGpRm! zf>U?2j9vxe2haxSOC=914T{t+jZTtNMs=QT9`nwUyU=tJxrE8b`bpFx$ckknp2;&; z-XOgeLk>T*q}D|)mG>BU0IVgmGS+mvBDmc}0@aNi65^xs4EqkbSIR234|9(h5|iUd zz*py?O!c1Q_JdsJ&5;3w$A_G^qdd9}NnF{82+?FW)DIJ;w6|ABkL9=M@dOp=YxA%Z zk)T}agMxi)*$JPuV1M>Y?B-sd7&pC5G8y`Qk-(pP%!V(+baTLs&Xf7>B2teDKczTy z7``qG1)rRYjf&pypfcm-4lQ39?K5?KfJYG7uV*G9F{YS8Duw0Smgt2&-mL@bL{~_S zjun}TE93ipl6h=;Z-*(>>Xa2`i`j7hf>P-74AT;-{(GLc6n zV6jq=>K*WqeqdSe<;9U_i3CIja$uzX;gMbsnv=N~Szo9?8Os8uhDmb%oE3-S5GbUj zJMav%K@x~ot2l=1IRdUNYP^R$EcIYFd?Yu2d7K;u?tR>^?Y8^+nkA#WcXj2cc3hu)q3wj1`W;GG7cw44$kyQh5fMyn3HJ5`M6K zCpG;&DG|wGR+lLAk=*N}-ShAu6oYacRm4n_JCdFhi92fV9?a^3V@)K+9U_=;!lW%mAKdX;UJEi%?OTkKF$ zd23jy68(q<$lo~Gg4&j=V{Y;0wHubfs`mF=mxt&VF3Lb=1 z^h3S$>9=LuElmxZ5nkelv;6Nxp^`Tw4YaBJgz|Kn#bdcVAU=>$A>Y+haqs$5F!QmpDg+xv8LBc%1^* zWK4tGq5AT|W?chcQ9tUt84#q96G-G;W?zIDzAGbDd>DSeVtlRyHSV*og+~uUd4Ot% z4S%G#Ss3;QgS=%+Yzy>TC1zQC-)@rh&9%%S11QPD=wbWgb?L<*H|+g$`2$8J!W&8g zyth(l0YlSvlomm(QHInKa@68C7Yi0Mu0Trv7!kKc+@z4xx+p32F!l}^(WYsU^~W;G zv``V+TXJOuW2!KpFzlED*X~{@15sd)1IbiLPmTQr+~Olmf2 zKtLq5ELt$SxR5Lzw31Y-&A;LDH{sKE9A19}jxqCZ>jK0-d+$GJnKp+FEakv=OSuC= zghGS_3(L>}{esLA<2ov7_=*l6Pmc(uc8f{2{AZ8UKZp`)0_|m3j7x;g|NI_v*jgv{ zV=2_~yKYR+%0CzRuM@wDnOV1FqKB6WGQYN>zV$N%G!iU!QW;RUcd zhW|p={O1Xh$N*FNBDH8Sh`Ik^Bmgam0TsikyCqaa|F0>iWx$jR_>YzUV`Lmi)xC{6 zA%EKL;s1vz@_;FvP(f4X|NC5!Fw%?;1L`@*kN;~*UnF44S|?Ym_5U_fn3TF3cw#YD zS?mn|`+3EIF5rME{tY%5k}3==`@cPx;C##zGjJBW^FP1G9L5F(OnFO|&Y$q#fAOyq z=>Pxn@`MF*A9ga7G&Rk=^73j}SXfxr?r|U!A^80Hv)S|KA4)%cVzBC0b1m~|Lx)tM z*R{-DcUm<^j+7tQ-XQf8Os}fCf;Inks`*EBro{I={xYs6!VMfEB*q} z$CH7nxAtFekXNm5*WqhY`q2T?QGCo2H6k7~uPg7K9Unu|!j_o`(9#wGN(y{`i*NxK zqZC)0^#SE16cXYaA;T@D@A%Jetn-ac*#C`m|F1`CodUe1xG^%fZi)XrU{XRroGp&c z)Zw+_n88{#6b$s%w|~df%1855T+zqddu27l9sojxg`#+Cq2$k>m-oFaAG8E(Z53Wi_dA^=%oCaH^Wk?} zO5DFuo7MeuF^c6jO!G2OlehE+zyPEVZ>IvUr+xz~+YL6N$OA)Qzqd73ut(zN6M8wJ za6Qpw(|U7K(S)H9zD5b%R^Puqo}gOIC;`TTa4qvWD!uiu{9&|Sw&HP)-=4de-Jn#v zx!n7#tlzn}7rB1zCz6O&$$3DgQvBo6W_rsp*BM>lAsy>J1|yIq=l8l@e4PACGfJ~Q z@D|~{8ZXJ6Ce}3vAZPplntJG)i!+Q5vG)row-Mf?ZX5=a`L`tkTyFl=m#6iu&mCtf z`mWx07%1h&Kfb@$dW*_E^%pS<{aH^TcfVW*K_J?xdTcdcLg}_-A$A|7hq%)JTjzcQ6SF z$qS2bfL7+bj^uAcl$jAACLir9coF#(*VAJu?U}3lF-=?G&1PWZ2;#Ix+C8cg0G@mQ z`BZ{tNYE1ec1I}NBQeb22-EU7;}3j2-?VtW=P}};x>=D_RsM+hsR0pzQ|^)JMBl9J zqB8(5rSR#8h5IIebmJYv6?SRHQ7{?%KN!Mcbda-0%Ix!}NS> zP0_@>lT!4>PR57Cvb+Y*jX`(*P<~w0TSB5d^?Btv!o%Rgx|l0*#FY;;M~53lk*`o2 zhz`EfXkfVbuUiIvSu9aKDB38-~BezHo+zqV<>c)0-(xW0OX!;7xC z`BTx@db88|y2*S0HHK)!gni*+*qiiR0)}IL-a$7H2#@MuNN6kI{6Oa6wlvh{ilL${KfezG&w)EPVmWKJc<$9$H3Y&+t=)Ol}Q;+iIVE8wnWJ z$rSDGT^$+zaG%AA0~&bc-uuRL>-)yN3io}##Y;33-^AB7gZl&rNEKfipIk||9GT}% zPNgHA7-sG|x5d4w;1@uoh_DO0iaY?uXy6_I53Jp!SiecUJtqS=N&`l|0}LvpPJFU1 zFJBTF{QWJZFG@NpxB%3|E{|XMuG8EW>O2Q%f3AJcKP+Cb09EHH-!q}>aiNR4$d0nM zao*=yLysPmrFSdlT|;W9kDrey+%{+3b4v3A?8|!pSF+`hWbsQUxGeQ%ckyO-bl}WL z0X>#@C3C3Xm#2*h4+7?)S4#xf5fo^gj;+VrZsa(${3c8GdJBgM-VHrHYKe~@DjWgU zChlQI@jQS?UKhf;#>5TjJ}uX~Zr*_x>4DplS=HVf@oxUsfeQ={t*F$B^P8}fWw6*^ zy}VZ0^_0ix)qs;y^H;a%irYUI-IA-l2wGe=bfp5iK*8f^b3{mLwhd5$y+*_=qRSUi)-Kvwzrn-DAV9%3&W)gt57YZW zCRnS76Fp;&)<#pzuK)Q}Dko$@DnXBo8zjP@>d%M|&H;*(#HQ0(Cq1^y5BvVT1H$wX zFp!^-VC$8K&}CTlAYqiWY*O<1WQq%brON5`UtPQ!TGW27dD#XcJ4d9tb=)wa1^(!K z#0B85BLMP1kAsJUX)N%%zv3!pKYhiS-B0wz_gxpaqZ4d~oiTOjtG{Ps*M8v%F7Aw} z8-mZmLD-0?FVAywF@t)a2`{1iSv@*N39pEQZ?v!V_Ilrsr(|Rl`B7H;v4M2$#Mn6j z8SCGY#GsHzdBVOZn}Am%a%b7r`o*F7AtIx1g~ov>cZu`isKdQhFTpMXatZ1jf0V`< zhNawm%i=w%ZqD_HMt>EbPc2zjK$4K%Oo+dofWKC&vq1cAr_TS6y|Fw@bDvqA%VIjk6=HamiWjL zZ`%ut3e#I|gB(HwPwfLY7L#v;$sOM3}jpy4!^NI;a?F2v#bkBxh`ABBH~Y5>xdMNhd!}0Q6@*99E5C0}j96@2V|B$uD-Jmm zbObUspMI@)1wOdKFQ5)Truck}B$UXlsiMh?yaBQ49S34oMJajoD^`I6V zJXyPBqZwqPD#PmiY@lUkf%0>W9&6P;S-={Jf*KI$F`yVu-pCI zAs3gljW-e_DzX_0;>E)C#J#p!T2D7W<-4aZk@PC*xkJsY(8TSZzv2NLVqdWMjFuFx zDQonw0@SJkj=h1#8o=iPOlGhPxGNOHD+U!ordTmsrV?K0n`*{0cBvC8&tPp0yal~Y z)gOlGHOzLY6Wtt?W7~Yflw}Y-AO>QXm-Ep>nyV6Ldnx4{(N1B@4qS!ZVa3}#vVcCP zSnavIZR-z;et2F(>@>Nbw0L8ll8zN72Mv`l8)f1ahW~;tv&=$5An&xBEWeJn%XD$E z$cP5rm0tNnore}H2oc5_z1SX0H`FYH3`SHk$5{U*!tO6Gu^pX$l}R`;z%Nix)kb9( z{|;*hYZ8pnQL$hnAOa@-qboylOK|!jwA?^68+KD{HLh5YM<)z2!fC46}fq%*h zNl@o9m)0oTp9B%ac18{}ip;_UZ9 z`zZVF)((-=SG>wxd$xe0b&DqJB;HO|mW`{DDd^+&r6w^pv)Fn76QmaA9^GuGN((H- zUg3mZM5Wt&#IkbKnICtFWJBqI6 z^*|0x_QJ+!*OM4vXlPo;r#Ow)qKG?tp80xK_jDMMe@Acc>W#0&-p|GEz6`gs}Lfqn$e z@R3*4vH{?qL9GWdl2`qS)Ji_;hJN<>tgVtL!$Lg!*?H8yl7}rq8C^&(>E&rAMMSV$ zLqD3zv}8pOR$AvuwI@f5hzr+*goGNTWV+jhp9uyFojl}YV{G7K6~QxM?)yXKHI3yZEu$KQ6=VT`|XnUBz2n)i?3LlUS~XBMIrX7Ywbu%5qAkMZFvq}KZ9%0)(c&L*un zNw1Dm5?a5P!Ie-OE?MJWz2;DyJeO2EQ( zM8&!v2}9WU^?s%DIzEVKa?{bOXTIjsUAC}(8={*iYE%OK0Mwnj@aZi)?=oxh?S7)g zPvZ!4>M(Vaq7Prat@mafeQo#)x?tHImZY3a3&AxJSB-i|vOAW=#-bem2=ws5XT#v4 zkRUM5cT1mEq~>;Mfl%xp=4r@OecIdE**m(CQw?zCo}433ZZ zEI#n{|0z&W?c0_&Vl&xKSC56hYbOq`u-QmAp}k5r-6dFbH@gR?dgb2ZKN2f;%~A?J zwAX3Pt`{#D^i4OoSXXJQ2=wR_Y8?z|qG}`v&4Ex>%Fu}93!0+uC=`!R{_cmrb$-y$ zN|>PbZQ~}vp77npn4OP%QbapBgqr$IinpC51FYDbagL!W%V^6y3fs~>&t&UJieOLw z@K1#M`=`0?o@Wd&{FnaRF|yCk%3k@uUu-5DC>_!99A3~(PAq^YYsEW}D~F2J1dT53 zDM4viKMXiQY1|ASv)2fNvF#CKD^`jS{3>3J zdSRKTuJmC@en}sx9-&8S3iGOQMx3&22_BTx-CjI`MwAo|>NqX9+=t+sl8&#toX$gK zkLT&meLtUw9qY-0A(n>k{1Pbq(?SZNJJC|0n+C#ZwQ~^92H)MX{K#0GmX!vrQH7-@ z9p^A&H4T18bf#3m`;k3PoicpBvu^-4!@i6)Z0@CAA%pFnhA*&FfV)JL<&k}HaP zZRw$pSmKU_LTK8H#Fr;WrW$5>8NV$ef+H!Lo=F9;s6F~Cn(##>w=4ECXI0o_i(o$E zc=fJ2t)=Pnuv>!t$D_YYe#H7vq8HV=p7a-#y|AZc?jRv?G$e}~Sh;?~cQd!*A%5if zY!Hr2s)=K~NxM-GU-@gy{YAGydQ6F&x$8*sJT%emosIfiT3$L~J|jz;gOVT6(=J_e z`E<3T?yu2Yq9XhahYUX~yn?erv(nz;6f-7^LC+Pag2K9W^<^jCz##MbafTd&8SpWW z3Cg75pLZmqkC5`(BbpD8zrk>_#wr~w4iS_2P+77NlaF?qlZXf!Tc4_T5F*f7^J1vn zU7o<7uw9r$8IdYdA|UA2G`ap3d%ObPYVAy3vs_v*n#+FmqgzvLdgdanIQOvDv95u0 z)D1vf9!`_jf!0Oxb}QQZ6I&;y;e}$3%fNF51Q{-T-iXfg>K_7;@Vz- zuwW|HSo_GrUTxiUhGaRrh5ms*tMU8eU)&ea;m+@orX+DVXi8M^&0xOWZgO)rY~Yyl zIG0}FfJ2uZ(ZVp&dtg+2B~|BsP0w5;2T#lw%9mRTU3kzMman_8b+^G_`9=3ppIRa- z%W>A>YA-<|HCiym8;$M7zcS4DR>Zm|Or2(lP-Rhz;XJS{$p$}ftfa`>%L~^!ym`z1 zBf%z|?u*(5^6LTATii$1Sny=glfK*rA&qePOF(6fA0I!RI5^z|)nF*X*)bI4(Gf>pKqe}Yol>`}7UcB)t?(Y*-u*9u zaoZ*{uErm#PsOe@stUORC~VgeT$5#E1o6J#=`-3Ilug;p@vXKB=)E2iIht0#UALB2 z&{Pnz)5|<*GjDvv|KvS_+xN@UMUguu?vWM-cCWWfL?r0T)hP0qPlH#7`2U&Ne8Eq|IF-Q(F9zYYSv%czi$d@gJrH3=&u62qo{IEClL5n}z zbFmYJ?-ZMNNafE%@GbkgtC+W(%BFjfpi+h9g&%Ev0i49oeCCR!-LmluaJ;?opN!I6 z1R^Ue>oWbL+g%?`y#KZ?C*}S?)wPUJ+^x9>fP_5n zya<1^yve%%c_TDBv8uvl2zrN3aDdy&@F$}P8wnl#_ErXp@&+j)bq?~bFK$M0LyLue zWxhe?wH6C?F~ZC^J#uq3)h|}7wg3k zFu&Wry1#vwVDQfg1426u(UYiA(>=X3+u_jvtUAT?dTQ`^?vsL|Wskl~&nt1UOsoAL zvpfb&33;t~WV@f*p%Y5jy`4BJ#W@z#=Yd)|*9~WhTk`R^$S1t@JC0kA26Mz!s&DG= z)sPK5yLBT@=VeS)_$fZ=U2aR`=iv_LjQb0D_%aQ-)!p*xWVlnc=h17&!c0x8_eXs3 z;58kr?(dmr*56TfyY~KE#V;>VB_lOl=My|z?-V4$xSUG~9czvm3hmjrV{NwWtJik; z4sE5mU1sf4rFSnN7jozUgJJ_(}iglA<4C znZ>_uU4Ed}F21`!5@h+xn;$6RK0rRirPt^nVWW);RSU>m^*=Vn#eA)Z`&0+Hj!!Ug zncCc#!Es{rBFZU=IuVN#Oi9rftN68rt>P*+n@rHD;cJzx+Pfm*-gu^|ufl3?2Nu5A zKE5^jo3=A>tyJ|)t%#2(`1MZb(=R`)wU=trsMSuz8`BFPW$&A9IbMy$KDJ6N+`|2Q zf~P9v&AQGxiUQIT$0k#PSXk^}jR#7GL!5l;Z$pC671T*jv%@k(y+HnlTpVmTzX@xt zp_3k=pha5^cQBlygiujHH`?f3HMzdIZ~@mVvb6OWW4SlVSb@GTC@IK;J;)ut>1lI$ zfA&DSj68J^|0Fk84k&PU4CiI@~^wL!V!>^TItxT0Y?S>w~yjCaNiQ_iQi`l z;M)K7(TCv(Bre0KNodr7C%H>_03n`#XR@xwH~%%j^YgzCYikt^CL|!HS5W{vlRyZD2Vb{u0%wE6S>6@nF3!JBrC+Tah zMsCfcn17$sk9=zazt_E&#h!{sxAyDQi#bf!f1^Mhz#SVANwHE~1+0WqI=S8*;uZ9n$?MZH$xdhc0eEAe89Pon6ro6sij_f2!d?+~+ z05XmVi~B9+&nU>T|MjWqU}A3I%zia#dOGhp5?+!Z*mAy7*URcRjnCvP{P^;>&uaW@ zp!a2lucFzi0XlSlzqxMmsng60zg=5m{z}D%x4=M}c|GSsC*KNCvRKAujRV=;sno@G z0;n^SORd5A4WQLE4KUNso@50|{rOl>R#4E{It!#2UOscKQawlXu}4k=gs!e`-%rw5 z;BDCLBrzpmA%H~fH4wK<122Vj+(5104`_CbsHJC)<*$y~1v1ZdKsP=b)2sS$O0x!s`!JK$bNn;jeSwb!SAxPO!LlQJezFm`D}f`@6M( zZw9nf>nF&a&5Ql*boh3$k=3~g{C80vkN`!}FNXxLtnNL|<`aYxB&DTmImcB7MzXvH z?^)ek0)k}rlJoG;yr3!;3FnO4!g4Tm4%XEE>6{yMk64KR5=fPzEP^n&6A6nptlPWJ z-|SC;6uIzu8!7D@soSd~m!-B~3D^0Cq=?{~cOByOGe zHYM2}n)+)Oovpxg+XaSLtw8;}Xm&7#Ms8l)uRrg!1PL#J)cTVqV7jZo&wz>##pz-1 ze#|v6|Ez&zv9?bJp$xAw|z19Qxq_?rbzxDB-*qUw&E{9fBkHW?25Jhp}VCpjy32T(0{m_aDT57n08`=IinR_HBpE-H<5?r zahKO;iwc82WzDF5OY=ztH*=xnzb7^9Zg9sieBNU~z%mU>l5;*fDp%1YEsf%h9XWlt zmp9KiJB%#O{~c>RIE6rs9>_5>BSz3_Ex@4nl8Vbr67PTzbC!U=Fg18IG$rrn0yq5^ zsA>^9>gSX9f17<-8qUBlFGjD*Rl%>!+VYMzBDpD|ymnl(U5B`ch->GdlWgQ&`FM=t z02r<_0cC3tK!=b#bNQOO>=8Y{RyxFGn-@-74Rk*!{OzHk^5%(ix0A`hW0vu9fEOKK z!uyig+xzUB0PFEqK~KtFhB&PNiO8v6l15r3*Z%R!zWpogoD>TFl%{s6`p>Qo>~ciR;(LdL^i-}EKA{x* zL0v>*t|WsFOHae!#cRsK4x(PspsA4J=8!9rB5 z4^v;tw%xxepUHJ6=$uxBA1yIJ!LPV-3f}qnUX(x0qys3YEuus;n}FqH&N7n4_%7cr zRd5}9(0z_6d9e^Tpyj>ZgKFx*s6=VgGJdKNe57lLB3+9%13smNCTmrw*~rx1KXdu& zCz1JL@!!t~>5NOnB%Z)WU62{)ib}cCP)9;&R=V8#AeX=$A8?03z%9W0(1sT zOSDyekEz)&`!e!7#fAU~+&Pe|VZ)O{|Jbntb%H0KfjBI31}DWc1z%0UphI%OXEl>C zJm}Grc|v)fBqmNPAnQ)TXXB0)<6rdk9N^G!SPd7?|6BQCc<~CdA|36*)l- zqVD%osS)(3&ng-=ETe;~+BK!!u>w%@wd`t!vuy5U{CXP&`|EewPJ%6CmWN(Zn}>Rl zb%ERi&~m@{i5xF+`a8brIjf^A1LM=;Wzg4M+AqcKXekuv|6uB#7KG! z@$@+;`rcxx^>h#mWm_kR88;shfHvN{r1j+KrMW#7aBOf=?mEZpE1m_1oja8SmKa*_-x1gb{3f5Bz^!G#JM0|qMu#e zcI+805NcFa{yms#y?OP_F4OkSPOVJhfBn8TF33*mX++B*72pm}*0tdfPXiP>^FG`% z)m*rMBOnFTp{_BsHjY0oUOoCxFP>t{1;<6KGgwHTOiAmA`bFAox0}My`x{w;ut+iv z=FY0G39H`yE4@Eo3g_gGKAgw8@XUF+2?R)TaZjFJpaz6GJ6FdG6MYLca_gRdB=eQ* zD0m@VotAlA>;9eRSxNb`YX6g2q5oRAG4bpmE|DAj3XlY;!bn4&ULB1@zBa)GOMq`& zb#Kbdv-q_y#@(xLy)Ksnf~#dqM=k!UFpTql3T&dSe7iIDxh{ZT^`X3JuaSKy_vV=A zvPZIo!j4#1?&K$u8VY!|bwd(!Vb=6-5lg`Y&fzr1mA)I9y*EIKdUi86&=tVl6tegq zwAZ2f`MlSMBFPl4Mx}ZIzto zNqO@}U3Q?fqUEJZ1ccC5{-6!yGNwvbp0WGP?Yr&IZ6NF-!Jh`UGfQ<=-@@gEHD!jo z`#`MeRM-nMwRx+meBT8KDa9D>I?nDFB+6F<@seP6NSzu6X$+j(M zz`j%efF`;Tv2|6s^QCDPa0_T(fACp}R?6!lR~-9tCzOD!4uG!-!-`gW6YDWfEbP68 zVca{al;$hcK%}$$_3>kjGw~NNoLEz8URWk$+rn<+-x0#sxw{53i@uvImwVo=OerX- z$_osk4U5;P61!ZF{&<5TMGN3QH?H^6t>9w9R|{E72jsN%!?yRPRB`Em_b2?K#aGlnO14^>bt}V9fvsiX>ke=pk_gCsS~Iv( zmP_4Chbu3dzmm#3w{fLUcpY@^UIH9o}(%)XkV1Vp>Oxk))2qU275o| zWdk7hNDKDsf4_c4Ut|v@Y9Q8J*5LU-9T$&5%k`A?0day`mTRNq!;YvE08X*_qciR8 zc_b7u4IsN)4p{L1iDz;Rgt1wO``I^bXx9M%B#{^$%&JOAezR*@QQwOppx4CG5XzP5 zVMv8i6*f6t47?Ryr5MS*0a&d7VF?VBh`^OuUHYTg-h-<>nW@xnMdE}T0p}<%oPkbn=h>fY05v5v=xUKs-g<*xE(yF^g|;J?h)=rdRfNx7 z0mr=Q2EDTz!}kSzxwI1#F#UF!WOY2A#122B%7PZMN>mV&nW$L}M0$~;V#%HS#3AlI ze~CjZmux#48i3IlvbT`BzM8qkyo7x-c%7`M^W0sh|9yo3%D>3k?d#HR@p zqmO&NY857IHHfIA2dAt80y;4@e@_`~8J-A91~pz!U*Hvl(}jrWYsn6Wk6mFLnifE4 zWEMz;EUc5#_C_>>#A{I#Nmu{B_OARN%C(J`ZH5`Uj%Dn^ge*h$Wk@r&7)mIIp(x&H zRAd{BEz3k|vXm@2jxA+7HHB*IAw(J5%Zx0ClWih9?=$7-^!^QJewq98nfW}={oL1e zeXr~Ly_W~zV(g8ef|>c+1s+Y)PH=M-fI-8+I@U(jXljX6bpD^JCyk?1`8m$dwzS)b zm=Lq6W$3nw1{jBY72u@9%moIE>jq=%wz$6WmrENrr5@>w^usmPpf*t6*umW9U(Ttx zo*#`cEbgz_~Dv|C=`I-}*?r<=c9C z*e;tR>C11HcZpxNRZMbmWBm*iC)MwScPND3x9D?fO1?s+5Fs9>3F%?~l_F=&a+FnT-q zB47tKNS8#p;L2q!#8?xAt51?{U0qYLOb-nWx#QJ!2VGdxnOV6Z>=&07|3Gjaqhb~n z=6LjN^|tRr^y@vz5*T-6EkCo9{`O>cdd7mP>e^22Fr-p~6~qHA10R%Rzdy($wXOgc z_kvLlw4DlXVJoEm`p}xIn>Zw_549KqGg&Icac#heykv(8c~uI?AqIsBJo#|O?{!E zE6CX36G#9;(Ziijc8X$*{pFVkSqh3y0|BQ1oa&|(XFT7X?_hB{SMjFLM|rQP18OZV z8O%Ul0860gv6kjIX)J17bkKYKOgci|LR?rOmgeiJ$4BxV!CKfMb&}M^%h=-7xa;U{ zUzYpqZpvx+W||_M^V`uw_>T(Spzx^!lVhpJXZ%kW3sRQqM#^t)h3D4pRHS-E1-LMr zg`=BYrl>LRj7HkHQA)?vH}FLl_U4C(McFHvSa6l0dNl~l zVJSC$aLmx>VI4oTq##9K$rYy3Je+XYsX~?)%IY2O8rmB_L068j57No3lh_s?+7p18 z7Rq9BrWoYKac&Xz)|Gfs)~54pUjb0S-mXa1u4SKJl@G+1?<&Y5>SONz-zNJu2sdtTM}yzgoGI4(~nxSDP}awrxRYvE=qex zyFgeTg-CLi*)Q4fdM9K2vmBAn20W81CjCap0UnNOv*yye)~%jkj0sdfJ<-oR{nsED zm{I6;T%o6rhc`rBOZ}BP&m}4EVln<94?s>P9PRkv;62cb>Xfdy;4c?VpY4$Ed!k~{ zS*;uH;>!4J3A<{j97>-;<)|1U!v#VZu9?8Wx^agA@qb@-I7Dzsa($4y{rO^iRgyz| zJ_Qn&yKU(tPO{0Vq+BviQnV7EH-wLez^{@|R$ASI!9?^Xk{#w6E*W>!j9VS^YA02g z33dOD4LltC{;F%l{iB_-e2;I{3ZXbO1TSkC4lI<}+w*wB)n{?04PY!u>Nr;n0mL1; z7~GH0{HqZP*`gC*;vHgwjg-fn){UY|ZCqbkv?N$qU_e>pGR|8U( zV{u!mi&&1%c(<91U2eJW;mDLhKsRnw;cXE|NqAkd*{^pkLa`K6xyIfYG~#3 z5M_xJdpi+R^o#CKGG0406IYJ}6X`1>H5l8n#8!LS)W^1%xzfquwg{pY@i6qa(1Syy z2bsdevIzwFRWerpRgy23#FB2v8n4fmPS_r^P!9)>8-hz@QTUaCHB zcNv+}XLX{ytliOuWl7UM$;IrR)t(#<)S0D%mtIf^W4b$^UlA{_JbE^jp^GISlkaia zL>we?M+TwYr}AFzV{(leAsr^(#JzZDpJsh;kW!;Ob=#@Gm!|z7P{1!j@c`#*(2C>w zPBs6QktgM(V+z9kO2vLyk{PHT%n2u(Q^nFhJrKs21@Z5te*m@YzXJkzNY7ao;LS~C z&QZRb$_o9qK2hlOg2;F4)1@v>GlMmqtkgotTti@w1V>#Qm;-Z?|R}x*c^x=^iN|IJf9OjY_3$KnIR+uHhxe zHX|<8b@#1bVJ0L}GIDe^csDc{5F37Zpd0Xrxf6mpm2#@c_K%sqqMJ_j=T~ZhUQ~j~ z4eG&*SSB;&hG}=k^GNuPOb1Li+?c->yB+T2j(Pm-w2ygS5x_&1NqH&4z+7)}zwm@h z?MseU=2lmjE-sH-6w!ntig*Bv*&}O(_?;{mDz_N|Ky}S?PzOHnbzy9bSw+wL%?A)U zoBDz|*Shds3$u{yq-U}{J8WBSPLVx3ekEcFNIUR{SxD%eD~y4NhwV*7kIo4-cYLn4 z-~H`rlif9k_=)y6_NZR3=Lj(qY!a~RbWHG+YdR9#Q zy84pxQ$b}Zz%%*<@~$mqWHcFw?{@XygYJIbHqA!mezRfJDtmwwU*y-J5)+&Npz7;! zHsMVRjq~20EkfvycYf+p7=79e7<2A;o`a%;PcF5%7Z6l)i>PM+*#!?i{c=@#?u(e? zx36WUjcY)J34HF>=-sm)j_Dd+3skT*JI4>_C7|>LSJ)?gB0rk5d9uv%dWvnRu;4S0 za(GjtvnAXqp`tT4eq`Dxk}c$4;e;^2nrKZ5@og!*u{(JZX3X7<&B?+pa-UePqs zES~-BzjqyLBnSGegVoQvo9yi@0Gm78uJ4nF?+xTx0B(ElIOzY}9YQDD1>6PH@2vlK z&t3uGp6R6CpO8EXd_h4vMotqU@i*e{A^Pof^3L<`}+V0}dl~qV<+s f+WQN$5?zd(0coVQOh4&A0DLS@*qT2v!$$uPMBJ&^ literal 0 HcmV?d00001 diff --git a/docs/blog/posts/img/completeness_chart.png b/docs/blog/posts/img/completeness_chart.png new file mode 100644 index 0000000000000000000000000000000000000000..0d1dc5dfa67c61639d65ff422445b1aed78b1167 GIT binary patch literal 16233 zcma*OWmH>T`|gVsX`#5bxVsg1hoB8o+@(-lix+7r#UZ$t;9lI_-HW?hDIV-Bp6A`~ z-v52ZIOBW?8Oda3t+}S$*YCdWP&E}fjF%)Y;o#sf6y&ABaB%Rn!248GWZ;!%Jfau) z1MdQslY}c9eY+0_M**iGEurz*@HidCRkLTVhpz=0s)!<`UXg|O9*ObCS4$}kqm%&&UHMbFzFL+zJgJboQe|c3V1|fyQKpF9!aJ#hD3L4eye}c{_6ya8 z6NJm9pRqnpLPNF6^b0ZG@D^B(q)1Hcv|f~EQRROBj;dJ*?m^Fpj>cN{K5fx$bS-@S zmfzU#^*WR%>+xn2)4=y~CIJ%bD&a4WCMn4^WFLdithHCWXkP_|Kt~=Za}{THTAS$$ zxO*;0f(f9)HG5wdHYEH${DED30q8ye`<+0X1|`j<7Gw(9vmTqeRU_H%eX%`&KF z2;2Ow$d-*FD|Ox;WMpI%dAOK@9oMZ6yA*4c+E_*=8hR;QFS$f{T^$v!w0Nf`Z#~|f z&dHJcnxn>KO8J@fhEJSr_RW+ViHV$b<1W(G! zayjciEWP*G`^I6f3sdafSi{5B;^kgW)InaVJ=dJySq~wJs82oRqG`_$;`DE?NsF32 z&uwN)biAG(uHAOiJr3?p+vZN&p2}uR^$xQ`$hcr%Pzbh)%Uf+qNCb^<|87Ub^PBae z2a&E$lo<$}vpIk}OMCvNaasJhI$17$V_)B~=k#zncNil_#tEZh)vX>sny(sZ>#&{p zDI@58RpLqbnUGai<9ugiYSE#swCSW#@o=tuZlUH=#OTA_^@pAx_!t?C%VCNFP8-ta z`U~IPk&H^ng3-|4Qjj_#X9D;9fM^v0*?Y4WyxmR1>%1j@?g7lC5s{0+A+{!^r)&SG z{Ei@$RChQr2L;9aX&9Lnod2Fn^+>i<$Z)rAt*uTFwSRj$uf#46E$HL@%^B=sO7#+U zSf2VQBj&t7+_G2R^$lZcOzf%TQ(1%Ta+3$2FNHuy6A`~-R;|No88D;v6OH^heN)9g z7`VmX&c1j>z`(>bc(IN`?lZoZte-m7W-ZlAWCma2b+Kmx1KALr3HieadgZ`qOyEEt zUWXN1!CQ4zk@$jQZZqzik9*8z^_{NnB%vLxF1srD?1uVH?#EnDSG5q5cOSDHT5o&b zF$LKJbIfKcF9JU4_4+VfbNH@v8}-Ules&a@h)qTS9G!IMrK``?y0~KJp9#EtaEc)+fLQaj=bkBy>{0 zi2(LGZMjz3-Fb5`SMGo;)|o}bXP?&bBH;V&(`J;Iy`vOnYx3w=+wC`x70*s5cUVLpbakwh5#Jap{yew2yyRb_wTb6oT`VPnu3exlP2g#2zl2D< zqH)BS)$_tB-TrLc5q(i|#=@=-#9xhEQO{T5S>0jH^u5ygA($@eD>&1N@*b0zOWL93 zG9d%_^mwsOHCHiF<%qnz@~7t8T)poLWr+g9`Dapw+G{g(5d=~ z!jRrl&{lNWEVOvn5eFN0D`AK-F2CBrqNox?L^eS%r5H!4FeH{nL`LWMohIPYE1b%! z5(%j%P!zBlP3t`f6ejMEe!GPTKQ71CcJDl8iKR8kPrDi$s}e0?;~RB-BMH)G)jrWC z_u0I^J@1j8XmGI#qCA#)dc2%7!gxP*Wzgi# z!6FZ*-9$zFGQ+>bJ#4S!XK7+-)=gZYO`9}S7&F;N?r%#%Q<%G@4Ne+OnsWUp7{NWo zT|AXcNsBxItX%6A3`$dYPNFoG_AyLyQCod9t1MbOI4%5Jwo?ik0=TC>b1OAT&}(bX zR1siD?nT=5PTo(BN%Ew`l^;kR_)G{}mo@py!9fZ(HI`x-2$eEkA-xD8_fu=}x{Pfh z+py%dq%eDNalAOE9S7_U@3aO#82QE@v>+KdSyQ6QjR#zPO{;M3=)y*(W@CMz5db@1 z?0Oi7)C`a#|B@2*!Nesy1{ujSp|?X^1Eax*-oitvkj}2Ih?-69$;e!3v0QR$tfStD zH@K{x4!#wRls};x%cG;G6mAtAZk;b=-;N=oJI&u(I)tTuN?)o`c2TY_hl}1T7Teo0ZztWk0%MZXOjLL=dqKAZYDDK~X>0sgbI8IR|DW`Dv)(24wKZr;X`4h@DUOGok zDCZgp7P(YK39y*~*g|gL5GZE$CP!_(-N!?cAspNR*Kk6&&Ye z`sl3z9ox#nD*5h9d=7jhby$jcpCaS6>FqmRDCy`$lU_i#32|}Fz7r3{ z9adN-;l;+ra!>rRhjFeBLHlSrkt9p7C3|f;1Km~z1{qIq?b4^eS~v$@e014J(w3?> zsAjF7*rgDo^WlJEa-Y%3fmXEciZqLrgnzWIN8=FagNU+G?DiB_2l1f6i;|9bCRpS0 z-SAj~qO%B?BUw7}RH!v8gsMnlVNa0_g%HD?B|@5)`HbX4J@`*|gecf8 z<%1(7L%MR;gepIO_nuI2Bqx5SE#0aON;(>De9g$YXERe|G3!%jpMtV}FrH1kW2tJY zOAa+sMC`gpMGQc8MezKB;&{`maLqW;?y5omW#r}SIYFp&5C_(z^D5gn$oF!N{^abm z4mjd76;qRFyh=*BG;v|1gKpF`op|ENj?;RF)7HDP%G%goNK*2C7V4ZCr%9uC91dbU z(O0P*{jgW44HE+C0Rv;i&G!NPY2qTEx%Wc7`Mo%WxV1mxuJrI|D=SekE)UU23kh}@ ztjOtYYMEF|et+HYN66Bax~g$Xz|TGl$A_S>|zv{w{*grZf* zH@vO6`@gsTZuRv(f2fBjE$!`hW5?ABI4P|}V12Rbv{DM>8B-}-Zg0npumK8o)-IKC4XX5Y3Stb|ilRchT{rPab&hh2Q*|pPPW+$X{;f z-T#5-8xp@AORJdT7n`#7Er`}G1&_Jbr2^C^^md4$hIdzpA{hd+upzpgs^h|7G#FmH zFJFm+Kpu2wsErl&#a7^tcJ+_~F#tK! zF-xUI9@g&vHsFbd(f4kKy2!u9>Qs#bG(0S zVeis&H)a3nhLllYps&A65{9U<8MpcM9d;|k-f7N@*rkq^HnAS)2Dn;U4`}!DRv)Df zVWF5jiUbJh??MG^$01wZqcmC6Ll5j6n)Bb^G-s!Aii^{TppQ)pM>0!(&%)SX%cBT7 zfvbjYWk5b72zd9;DgI)NO&6*eTB=boKBp?z-?6bmaKIb-+?|os)R(We=;=^6J6}6YHd_KuVe8in@KcE6KqD|!F=dA> zlRVbax1^WWkM7O#sW>#+yhjIArTzmS~S3S@mY0h^TLxs`y!Oe#Zu z2%5JdtxZwoKE&)!*Lc(ujQyRqlxx-V0LO`bpG@XHJ6OoBAX(ig3}_W%(K1^VDk&8j zE!ZZdJeXWjN47an;MRp*a`Lo^NNX~CGEJ5(I)a+6GiDH3)yugyJ|%pa5hI)tYxtZ{>-=T$# zE^}MH?{(V5-^{3Do#Xo=eLDEI(tJF33a!#Zqu+esE@pKoTed9*vjfB;8yTvSc|A9*pIs)5rASaOKDa+x-UArYnu82=(ByauHp=~hZ z6-S4`R{q=N?BHyW%u_X7&Aa2pb!e# z*vwrCqQ>+5lO~!*9w!gNT@fp}%_N;ElF2w|xfZSM)0Uaj8p}C+<1n}X=U_0NJFHh# zpakQMYOzkvJ?t`S%F9g+O=KC+wEp^Ocm!m{C!`_?8a5lR7=0U=WV`5(=U@UKQsidr z@A8p7m~#m*ULD*F@bh??hS?Wnj1A{SPX^*ozNZB!akGi{D&>BHT95i$c0IfJdPU(sjK}w z3v5x*WGx*m0V@_e=plN{QaO#c1(ID)^J zXR4Tq#)#LAyt41U`D6AG%(BZ#3Zx&kt#SNgY2jP4Sm7_h*DIwu`Y4(@enOIf(NEQgbUd++y zVq&mz7rQ)PH$y1OB!@~buKc!ZTG=xMM||3uxPB_S%fptDW~mc%P`% zI5*U=-iIedwMvr8eYKu#clO&Pym%f}&S*k*Lt7T&(YE)NM3M?+la?Ugz<42jmJ(v5 zz@OolQDToD5AvjF20}Mmu|NEbWu`3_IFUp%*?5n%UYPj^P&*R7Xd*oCA~24>LZR<< zOJfm;t>up`=Xw8x1Nmg8-q_wwqbHBmI<_y*94_JQ*{-_HynP+jQ%T$C7v19W@R%^>K&eU6Zn}iOmIpImF)Qk@`*r`jGLVWW%`+&++~~9l4z7UiwRx+=0F?G zkxlDWgM7CU{05#+p5ZS;Xx8fXDr_`{OEWO>G#`bn>m0`8aLPz%rmL(})&Iht5n8e1 zOz{UkHvJl#8J|6b3`PFwAzp-EI#lN5NdQh9gH}6lgQ~=S2<}Gy@f#G#mj+?sml=Q+ zSV`@{iuk-cj%#N$zTE3p$N~JJhLSCdySs^`znjRcb=BhFW~>0^=)4C z$C;#XHon@)gOa0qmuwQTEf>>BONopFY9%tOntanV70r|G2=nh^M~B7BQj(HR~$~StM9loT7SEAiei?bg%RH$-4yb>`T3UTT``-L6zx9@ z*_;$nGikni?u1rC732da(5RrtZeC(jo!H96Yy+G??f~7Xc=@y!Fl`gKss9?zvI%M`Y#H$EIo6 z><|uX{uT=`gDqu?Oh)dX|JS!kt3^-8B|*;n!n;~p*K9C<73F!9td64t_?;z|>|x zm;Ys4rc>2>l<3Sty8$}N)~$EUp5PMzbpL2()ZFG+@TZB`oX)?Vc`h;CH#mz(8AnxP z^`^iUJp1DofA}S7XVLOGy9^P6l;h^NW_NKu{Zu(zxx~rsp15*d;NVLaB+Y-#{#aV` zCW=|Ltfa`p&QF<0ZMGZow!>Gi=JEFnEpT_XHinnC(Z-nLrfh4Q(VXT;G3S_(ydfiR z874IN>+E{&vhH0U+V()Q=4IJHKH6BK0%zVBcio(R`)y;I(D@$O8pl_E1u_Lz)x`czgS zc1oIY_NXpdX-pO7K_jSvC(oM^pB=*M2aM=sQwo}dovB3hk2>3>`UzW1c_xol-#SW8 zx$iE=^Hp;AOd1^48nG{n9lFyTh1kDAz$D?=D8H98WMp0%+~|L265MGXjK9s~>Eym4 z2Jdk_B~q2cZH`DjRybp>l;_46Wt1fhWWKN zGpwiViSO-FGv;0q%Q_5nM>Ny!e3ra}RrOF0gaxKR*xYz<5f-#X6ut&KM=N=J8rfHc zM6~eRTBW+lGhA}08dY+P0@wSoJSQ@({kkARv^1C0ntwDNpx^8ksukGV?tk69q09?P z?KyjGDwVAKtd}_dD~ArI3#ng^QBC_%t0|W{fml6JvX*P6bDI`pV--sPE%dM6*>Gf* zu)JcZ95yW0Vs*iJ8WlQyCnqz>4R>6Y>)QsjJ=Lc5&i&t-CL#STk<%W<+quL5G3JW-Njym_f(TVXOZzmQ)H5v5;Nf(kxvjnD)7y1~C*$oeCeyJRla=0LiNE}`12?{(YcdgG^oi+=`}PtNe8EltHn@(eu|E zpZ@)NG77R(BmHNI^a6Szw=l4b_`?!LNT{$nCa|l3^0pdh3nruaIGtvP0l9%R(x?qu zOnU=YAU*r9=FN@Dl^&b{KxkYi!8I#48M{+-1$4_^Y2bfJV%nm~6{kMZg$9>=*!8Ky z>kZNSKV3G9wWa^>%fun3r_2L#g2_yDG#)uyU?nA`JmDwHf1YhZtl~W|0jX(=Mt;$U zO2*P$VhU5l-l|uX0tqoTy}ij*djKEo{L3-^B?IcFyS#1-@&~ep_6O~xqCUUL zxSi%i;#!1y%UTN+b3Vxem-m`)j{Kzxq@bq#()M-KnakL-7X72aC~l^^`F)r&@Cui z2N#K;Yk}wQ$y`OZIRlUR89omK?w%&QtVP-i3DG^fETPM*%l#y@Vu!8GUfsb&_DrX3 zhPrCsJ9i)x-gqRD_~`x#AQVfw0Ovq=o*c$2c6d%3F&1yJMv1}-EQgcU|L?2xI7xNk zvuI3Y(V-e-a@q?12|4;O82+F^WCRCCPWbEvFjW|^DAxI307m-j5&#_cfczS-rZc-N z!>vJ$jb;_vd48rJS1JcuLO$)P-(Bg!Y-#Ed@<<%L>H!dUO#qp%v{|#qv%6|}YyT|) zw`0<>o~l9mmAmD}xReVC$Y@&Vhq>2ZXKoUFc08K8OnI(ax)vHY!*y4%f3h8mH01F* z2;}4%k*l9CN@>)@T5%dLe^Xy*xh^65sKcR|?i=whP+$$4y*)qk`cn%)g*o-^^Xl8wi`NDq%HEa2hXv+^!dey}XB_q#EYs zxjlYBqUJhC%XouZ7WM6+9Mg8*S9WNQRK4nr6k9ju0|_i3vmEx|rBBWpHF3+o-_iSG zrn*+Hjhruix|;UA;F~w)eJ4yM$a9{sjRX-uh&*ue6uHdzLXSwvop*eehD*v#kxC|7hgp5u^ z@faP*SBN#%2(W3T3`d7#o=*uB&uJ^+p51&|P}NTF#|60w-P;kg9`X{Cj7s*6w4#~C zq6v1RG9S;XB7?e?h1#+oOpuXmJ>4Vlaf+wwhbb(#(8fv zAhH$?zs%kXrkul~t@q~{LetwBKU4k;NR;}O|N4hx1U=3+Jq#6zw@$nLO@xH|T|X5n zu+!~b>n8E~BxM1?TatfI$Lat?qWq2k8yh2qS7t@mX> z1loMc=4P!Ujk`lWc~B=M0>fC&@wkIrDYhv|fM`Jwjv1xc!5C_}@XNR~HC+4Yg7>|W z8^cS7ujPee_BrltnW z`CglBIoTp0Yqg4`%PlJ7Jz_0E%L|`?8a1X5lMe9@4HIEO2WDkP&Q)~1f1|aGr z@b}ipjQD%eBNuWqk$x!&5wg;X@>7MVt$JJ)4`AGi9D8$UrRzeMcbgaa)T1W>XG#$+ zy~=&grt>gOgD*&9%0lzCDZlGpG?~{PI^n4NPZn+U_8Z+|R&&3*G_>}9ZJ)pX(^v~p_T`Y2=3Ommks)hht*uy2jiS^{txFQY2t$6F zz|@s5AUMtF$BHF(?Ow8`D_WUu)?ByilqT!z2vk||1knOfyrnVEVWk1P8)IQ_&3W-z z+@fZwq`loMp`2}pkfP0TkrbZhKxa!;J$iqI{okQT4})8i$yJ81?f#6nM(wfA|U9PXl;XQ1;Hv?N8X$3Sy-$ci}I|zg`>ARQC+62ew5Vh0wz{VlVs} zgl{6sp^;tJA7{t^K5p(7`z_ZoS8J%K-jRjRq|`B6|Gto)A~ZVQ*$-n^4VxaAaw7Si z9ZVwDA_d5$$=VjH>ibePx3|Q3I#PqTrAB!axqEvbW42fep^#$l$NO8@R-Ed^Ss!_- z9z}uY`OZGD-DyZm2UCV`A%S(9KRa#sYJar-4VZ+!RwhJ8k_r_8S+j4Dehn;qd<&dW z36Of8(!^jqvy5dBp^*<~&-|(p*k;wYysRizkzH7CSlH!aG2~)*mbk^9x?4HbY%i~vlsgRd-8Qn-5Kc$3*t_!!~zGCub|TNmi?><=WEo-IPDtkLZ5$o7d#<*J`O+ ztFY0J(GwwO$-DQQG)x2X(_7_tvMF(Gk1)l}z9_zSf#CI5j7|~iMv>Q&8rljP8WOO} zLn{^r`2nH4;5XNRX1EW6peFcVFMB)@nLP-Of}ECUYalBrTWIEO+(nRv{IO`%c*c0C zx}~HKc7orm`&7vY*ZzOe7rr}RfWDY@D$~Ec_8~q$$#6J&#su#+3c(v5Z|c$~Q(HiX zFq;gC9o9b8-oo?mA}NCPX_d8kZ5oCyiE_mnm2c_t;_`09K`pE3AC7KmU>0LPv6p?P z9X{hcXx#ujJgD{hH`2Wq{Td(L(i&e;NPa||F6gPFX|xdM%ew+B1h8)Rbm`J?4ut!9Fx;&BpR2c%vjWj&kkhY%_)1DsnJ^^^>XCK!b@kPj@)rr?V=` zgfM>?)%WHE91YU?KiYW%+)P1$Zv+$%8OKgn$MI*)b?_H13~3Cuo~ny?0Y?6DZSA2|vy96h*hx<7ri9NuJG3 zqVu#4-yihFKiQ%0TofRc-*%#kJ_<5xDIDstbK5T#5XZn^%b>ydE^cPaA-XEq4r-gj zXJ5a~K^|Y5CN1TX5&(l`^Xlx4IyESNbzhB zGP>2bSuhLHYEf5kNyu6Cy!3r{%i98{VRWHKV5haR6UA^k;V^DrW3Q&BIk>}RKaY8; z$$RYfA=4mbsXW}iaiIz!Bs|4e9HU%u{B%BDmxofrMXUSs!gWmbC4kN$)rl&=F{>(k z7VMP%5}yfTOYe73n6D(BisWPq|E1rDlJ>jp(eKKgWNlD4q=2vQU>P{Yl`EPYR$Bp| zrpd1a9D$6JmTSYR&9|SJo_US7v;TdvBde~nhPLRKD_bm)k!fmsobMI!hZ3)vC0)+8 zK%HzU?HcdLTvRDzRQsjqxz~H&KAnHu*aJ549m^SIRU;id9eOWe|kM=OQ zm#cuC(s=Xd#aK)EnMDd$Kkf~kn&95@LyGYD`IC-f&O2vas7|_BeA(yqEw{$C08wpF zz6$-sX^KzEI3NB4GX0(hgH{lo*M1$1L|c*H-fmYG-%U%i+@~jg6Rm1=zkgwlPg{or zIG7HT;jjY;r6cYsz;l|TIhO%64wi7FU!a=86c2sz6;xrk|WXN!QHG&64V#Laq7|j%O=>HbaHJPMQ zuojw6LyuIWlb-YY%YTW^(bvH4=C4&ANadll*mE0>9A`iE>>Fr%u7AN~xdeZi)6rYU zfI*m%{EnkZH~%Ns8F1<-y+>zsO(q{Yj`gX8q!G%H3ptp|cZc}IB$<(=v%NYyhM8yX zBQnw+cw97pmo)@GPd)e^cG3$oY{Wx8#xl-6+y%a;o;nBMNZK+5v9xUJ-u_Z$wC=ME zgJZT(_}b269;@Lvr+r0F&(92a9bMwm*8q)`D3M7vcOwPbKND@sTt{KNeK@+P?}!3E zEkC~_mHMW~7y)@Z*b);;X3nlIvIdq8?un#D)zdx1ZTU;l{3d z0$kvd2K()wF3g@QxGNmDz3~njpP}&oQ_WpNrHgQQ)xHG>C*jdSv^SDa<%GG+-h%)* z(Fzrb|X*X19He4_UNyBsOo z6FP04I>Ox`QUD^Rk=C3r9bcEZpC_l!IeDr7LMZJ{f55t^BuX2&qOEX*|5Mz;5)Zg( zy^;UYhh4Ozg5Gqq5O+(0=P!U%`*Wt=K$x*o=WILCh}Vg_gj#F8e@@wxR-b>V@qhRf z8b1T)duz*lW;aEdcI8h>I+eZCrG}}u=h{`45&t*7V2gw}&io)?EkYst+zv$w$m);5 zBPO<<42rIgFt^u_o9_mA0l|NG0ihh|*8L*}*s(i!NjA-&dhOVtchTUL0qh^c!qR_+A?q8dC+pr|s zTvzdCR2#e&fB;|oAvSf%Jx{(_twlM&K^ zhLeEW8eR<`7))IKycv<#EQnG7_%%z6{2w%D& zRwj~M%$`YtkP%GtUhMTxOfq5ZsXXOZ^{tSaCt%Jg_3RC&WC${T2bP8_Gt*VfocV>`?J0giWCl$K*mQb^cUn5%AiiOj_fzY3>p59o;mEf z%?PY-WvHZjYvv4#fx?1i*D2+^N6HsElpb8aMw7Ya3>sb0z89UHogs5ON`H{Io`fpE zPtb}O*(eOWNP(nLz1j^Y=62oc$Bt{dZ@FHX!c`SEVQS$R;AHv`oy@-Xdl$?YNtZPf}jlk z?tP>l1-A3Q^2RLa0A~BMhG^XP?uv(-ffW7~5~1}{y_0T>SIs`w`}gnjroci`qxV;f z4yk`N5+y&M2EKSTd`C&MH1rMQ&A~x&IWJJM(eNvhOr!{ysKpjT33SVx1b8QKUVPS* zG*UCte6ICRk9TfBTzLpQK)#?*mVBT-g!5EZRi5l;kA zw;BtyeT}{aR8mYs(R*KXKu;%fLJH}I+s?NJ%r^KiNZxUn!!cIg5qPxk@39$X?v$oo z^uoUAGhB)9T72u1Bo=Un?w0^D8kgtqfz(St#-wE3jAu(JN3;RdGVk^^AEEeytrCqP zqKT!X{N45GT!l#&dgZxLe;gV`&I@p7(Y8Yg)zUd&An#%^{o_*6>HPCM zaxjnkk#-J_7eLGza%Q;sqwxu1?*ZPRlydNzRItE&AQlFUWq2!%jr0$EW=kdmc7w)? z*tn)PaqZ_dTYeZy&8at2qN5I2=93k0mFO+BOw}mIMDI#C@AeDO{bDyIP`g4f`OFhy z0zFp&-}@9cV5+vgVAd>x420s7kl48P*qLUTh^%jLp05Iw6DS2qZoU6I6s|Fbeqoj2 z**kod%4^4^g)`gR=yr%s%(=N~4`$179gY^-l5tFwKrVZ|ZW;X3Hup=KCm$~Q8TAr0 z;td}O)k{oFz8T*Y|0iFwTr7tT5*w;mtQc=D@Y{zyeBV;(BjSDaB_zB1i>rTBwY{%Z^|`V= zB`%A4YKdi*Z4%0njMde#Ks(zFx8qRO0BrQ(qtBbR)^sk`#y9P4B`y{cEO7fnPb0O4 zxRBHd7A_kXE;cTF-_O0wXxzCqlAu!{ZBPg(;ADQ9I4g?oSg>GDWPGqd1ji6i%dvpY zp)W|U(wTL)9zw2^-vH@^GrKacl_Ru*;~c-`BPB@0JY=eYNyY(!F7mq*sMF~e+-__bWn1D7yDHvnZ|;nlqtH5?ng(nL|=ld z#aCH|K#SC9Ek%c?h0^f@-!$+FhzxkmRhmPIh`I+)DJW10ovlo%hQC}6pCV8Kn?0P{ z(yPF}ZZgNj?}x^o_dtD89``2Kd)jX*xbht@DeH$>qG$t!2EvEha}eq2eGq5Ks#sU$ zTHTc%E(qk&JYpjXqTzx=KPkL@L1oPNwzD(c%n5!D@8>ow01@Tjd`yh5JNZ4*4^eH; z=1lw#8xAavSV@@3CO-pMbS!AUp?=f;tR$)wT}?{Fsle&Ug@*kEwQE5B`BFn|DRz=} zPr{ban1ee=-R(0#U3*E;cui{QDW3d+a-iODRTY4`8tcQi!Ve+gY&yszec+`=Xl7}u zA{-X_qdfkGFqxIOIrEr6zt4^Gd0on z?@BXd@{QCr@x3oeq$hM*dqJ3@9~WX;w6(8}{7qwDLbSn+-TmA_*pBF0CPHwC;q}Vk z4g~Ywo?&|AZtxATh{J27!vov7nXPTtHXFmSEFG<$a2lYYp&V-z-Ut^!Efimm`n(dV zLWS!Xg}EDcG5)LQcva*aJ;g6CkdWW?xjV)!iLz7w0l}15K40-l2(y@Tz*ioG)&%#U z)K(W(*?2Izf?%%|K>^|-{i_4K@bV!KQns{?!S#rJ%xR>D_ZjoEXjzgtSnv{VWz@4$ z6zN}FyXJL!RDm&i59O?>GKuK7_S+-$-j^K)R3FDIWjFY-;8UgN%X@xt&Eg06m7sh_ z;4*c4$wko`^WM9vB34_o`-drQ6#q-Tw{H=8d;_u^FTdwjO!og3fthWu*NT4(SXw6Q zFB3;b`_th@y%XB>MjkNK%3pAIG&#*zMDLZ@_PPY)OZyoDh_wo;6rK1*KyiKaR?JkW z{)H_k1;JN6c@|U;<{Wo1Ttc%pT%>I*hA?!bPD-8HPgqt|Y8dleaPzxCGu=fR99CE@ zc*`$dU4T#1>P{AOKh8h33+*-6TMz%z25HM-;m@KJ3)chwzAE8JO@sheonPHY1bxn? z1IcZCw!gCgX_*9PD~onUt#zbZ{n5ldyhd^IleGXk4Jx=Ylx+&MB-R?|BFPaKTa5*0>8%+(`e}XU zS5tIMtAAZdANj3flPK&fH3m|q(<$2vM$fJhF#laCYQKviYxL0C(_j0wxm_S&e8uKn z`3C8CTlczFElveqL{B%eT*7f>!c7BEM@mb(h=LFZ7a}%4qjH1>HkG17vgn~QRv5Sn z_(Ivj1d2^r80STefiM#Z9|$u8iv&uz zfMU~sx@AEi2*{Fbj|HpoglP6s0ga#+g zP{$9tAgA%)98SRx6ZZmaS^>eOhDm62(Kv@{~r6U3MM{5iekU}$V<%$7am z^-tIjKF0T(k?&~DGq=95&NHS{#ip5UTGfY`qp!)M6-s_)!o z6VLlOq%L}eH}|lASK0!9rK8CcGnrmNS@J+He}!yy5vcc6Z~1Dl)f~iv3^mBMf3qri zTn`kOifV#Kkw#MYHLIbJ{nYU%Op0_=t5Jpz(rnpK$ph@7K$nqwgY%$ zwcZ~}5n#;lO@2q=2Pc>mQ8LK9A8*Y(_c>QF05{MAWp^rJKME_d3G(v8POFntv@Dq5O-UjM zUuR0dkvzU66D|v9Kk~-USme;Pg4wW3nFM*cw_wnTV1^utUKu6EOKDUA3BhQb9%f3d zzcd25{iLR}nS9Bdm2U?aBXf~GvH4tH>OG<~$+e5k$Aa5a*Cv_QAlYkQibCC6bbz3?)pcCP1K0_sxY-0gZ~5oqsj3M(P*;K?3&oJ}@W(Qc-jx3o4MRt&h~e zpo`*{c~OFd49xj}4v{qn3kC8+?WH8OSA%r9dS$S)l7?;v4vjCs$$XVrUQ&*JdnGrh|KEE|sWXKKN;Joi5-49en9RKD1UPlB z#LEBy?*xSSRT5{YIK2IO&&ve-;vni=wI{&()r>mTj8(me71tI`};g#{^HOlH8o mpbh@z+YT&#R3@ZH^3A;xPt6vZ9-wv}PC-URx=hkI@c#kCk@s)_ literal 0 HcmV?d00001 diff --git a/docs/blog/posts/img/confusion_matrix.png b/docs/blog/posts/img/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..b8fc75ec445b8d9ed5a358b05a0df4311174bcb7 GIT binary patch literal 64810 zcma&OWn5Hk*FH>1Ne&?0!_b{04I>QFpa=*^hf;#l-6J(aHwp+M-6AbW3P?&T9fB}) z^KS0z_PL(_^XdJ<{C<0ebMJGVE01-ojnL6jB_^aJ#K6EHR)fRzFfg#t7#NrZ__)B8 zPl-NKzz3$go~jZ?`4Gb<1_ld;8cgw#m)UkUUJ~U4>TqW0dR9J*5f0{^q*9s=BAz_+ zp(yz@U7QXE1#)acE*>mP1&$~jlw#R8NmHGOOA zNyA59=a$b$JY$<9=i+t z+Hz+Fwa+Jb3Ik*gzKQPlFbAgj3OT=+_((N&5&qF{I7hZ{Q0v9d))o`*)nqj}dZ=5$ zw=C$`iP74(bep|j9mQ*&GI8sVUNkSj|H=d(8*>IUO6DCLs&*xs8zNYs`? z37CHF8jrjy*sN2io$LGuJs{ZD`+(Y%@^(j;6>ZlE50iN~xZS=|J?WMF>6f@tqY_Kk zcX@V@=;yID&fS;9tq*Hey=eYA>lOE5#MtofzTkIoL>Lgy8r|Nr?oN5HXLBB`4XWQs zn{WDx$Lz=AIrlQMcn{sfoO*qA(Zh(i`O~zEW0{sEOpAS^_x>Trlkw!;BCYHU@YX_s z8in_t#`OZzCXe!Q=F$W&PW0LSYGRA;3E_yx_V;(n36d@gq8Sv#i1=e~eGu~)YjHB~ zKWbWljWf!Du;aeY4ZJ3xStU+=q|@^=@P_}rdTI)vQFYkFL{A(eMPAFDyZ1Eoa)wVU zTo=DsOw_oqYxN~^#;*)zU&QQpz-8{B9=c)(j*PnQQuVX0K**Yu!U@AyCBsRW<@hE_ zo=~$@8lsoJu9j4^CL9dQ|17;1LnEy8r}e`5nLnw_UJ$C`lpdDwLHJbFEwDU)mynXn zRVDkGA3EHqrM%yKNc-|OypxofVZui(1q%CVP6enlP0Un5~LBioZfv~3n&pXe{c^X}{?WV# zck}VuwyOscVlZoGWPJ{iE^Swnr*Vow%zk@{-lvO^#KmpLGcRIW=O%kj$ZS`{UvG^I z2R?mT_dL1z=K5m4pSL0{9*NRO7x{W}HCgsFy#8sXtZ#iIvo%HAPyZ9s+-;mT))sSQ z77TCx5HQ-^63^*s8@(FaL9o+%P2gtrXEAa!ZGmmO7bE$q>bnaq{!X=0GRIR^xXkqY zaz2M2#!H?In?z2w+70LI&%CH0sOF8~x=|Nw0cYQTEpl_*6L*m}*pqr!;8T0#0~FhX zgwmn!4JUK%@x`HX4SJAX-p^>x9Ir2u7VoqUS7FDr`UXC31N;rWfOF7b%vXs874S@2 zPAq_fq^}pj=);EOd;Y+#yX}bPe2%tkglZFo>J+WqRp`39Po>MKXy{RIKDQ z=nRt$C*F9iLEDZdpZcHVe|!DI)b2XAG)6e4YV;WJU3j4i@=yM{($PCuIh<&i*ZQ|~ zifU1$Mr9+C*(a*C?PzmMHOK$hNcruRTqRyn%ukq}&^Ze&(>pswdC!q4+v|N}$v)}9&X=*_Fjh#*Sj&Nl+>m`n{fas8vZ_MhvKD7Eg5G%#rTnKOLMJN9-HP?btSz8L zBTYzA?qXY1U%cy1NMBb-jBKz({rxNJnoXyMdE4^W3yB}3LDbj74@1PSBTSYXOc}k7 zCZ1^GNTdm;SC-Id*rtt#S@l8IY0|iM0k^$Oj=i|M<8hgCHWi{d+w8bGslJBL1~+sKp=crRnj3 z{<}MoWYV+UUX>+e<92E?B}_5cG5#DHxSl&R92ya2toasooKpvrl@^`IVX_k8;BHZh z_U98H&noSn^#XCne|YKU`b3^q%GF#-S!>{bGK3rz7E_d$I&72t#-26fRj;Q|tiZ~5 zfkEYSR%x=zL{4ow?l;L)EEBA3+u)w0NI2Qi8eLwS1mRuUaHRRrM%nzMyCdBCg)uH< z(EKRI`>%wKEXnxs)eGpKqS9o}H}VTf=+#uVLLIvjbRZCGgvEZ1&(U-J6u2zP@S-7h zMwC{OjpEz>`tWW^sv2QpvTIC?VoIqfRI%GKwht$4G(kn8^E}bZn#W)_ZsiUEXtLHp zKV8@=;%t`oal=Z^a5}>SKzs>9gP-OyH^dV$3!cV^$H1kl6BNL5;xqL4o`E3k8H1+t zTAP7;`8y3WUOB9gnn^x{9TxmtC+34!Ujm0_W_EgDnj;%O;d=z>5mETe)cM(Z?uE79 zkc847)EUl5CJ8q+%Q8%N30eq4A_7H;V_?i3ImFIK3Ah+xhruS>V{7gyF_+E11B zR_5jyqPmJyd^=gurN>hQ1Yubd*w#XavQ{H%QP~+@aA_&_PU9wzGQ=n8_h!H|-Pmz8 zZi{Id#X7CeHM%EmOTwMMZJzuq4{|^rOrWTGh6B#`eJC$$Y=h_IAC*z&%_j@KYH%4C z1D0K^W;`rjc>>VeOm?R(dXbyo6>Sj=+Q8yGFXlhjU0xmx7n&UouVge7bC2w>_n|p2 z-etKy|9v%J>a+R2Fd$|kN+Hrs@q3i5mE$8Dj!xQ+lOJLi6$WI&5nyRGnY5?a%9+u! z24K1IYXW?sY95H6Aqyy%ZihIsYi!qJDV#Dq238tH_Q1|I{r5m4vq;?_{@fmzQ@1sv=WolRfC=YX^HeGs9@8k3mVru zriXP&j~%=uUYRfEi1_xBI4o-LT^a`(cD952B(RvUguoyJ#rs5nf+{wmE8n5P*lPyy zs(0&5%?aLe%}f1GYyFkV=9O?>8EjOz7kUA@6rCZW6YI6c__DpF{2`eb!lD5yB@ZtO zoM%H{J5Xm+U=`u?H&#(SON$aBU}ujLRgXRzQ;EPvosQePd;%{xpGHtBFKvp7kiYXk z;Y6Ej^Jvn)w%ea+bhmSu`&8u}PN0f^yOFTy#2$jiRa^ptQt<1H0Y{g z5-Xi{A$g`VYVN`jQsB; z(L-v*V|I{Ondsml{N7)?-cGIm)HDkBVJymtUcGoeFW7#q@NoY8BwqcIY)4tt(T3d5 zF8}HsyjgQZ)w`VIDIo>ss{;wExY(|mK1$+Nj=EkfmU_qU?9ZJCLF$}{BECc%J(KEp z5;_v3zAcGjGs8$`ok;O@T)keA1p2)BZOlq;)=nt6Prd~r!YWZBl5SqTGOksFIxejl z62Y0Gb&C8%@%Rp2lNyygV(F*nPycej;vUnVXHVc-L+6GwvP~3Row`zm!&0)Y!6Mp) zEVDfZA1VJaU=FnT_FQ}a>qDv%`D>Kd@k=QiK9Bd|u{{QPUyo#-l-fg2-b&?49zP26 zi3rhrh`MpjPTqIbhEyN_92(r&-19Hf)cc#S_~Bbiftb0(-wjgietQnGkC7TvieO_A zY`d&}D@bA^vBO~#Vl!L$!`&-EmZ496R5RV&dnsGwULdig$i3RNp)q?_XP7?rYFkso#4!-&l)SmDxN|v5Q=c3(n zFhgABH#48MU+FBp0OBOKONiT~*$YiuA`M&W$d0XicepqA!xln#)coM#5|sR2*)@=^ zSZ8#5wQK*eA^o`I-fDMQ%>B3S-K51FPV}-fa|`&+%91889QPYlX=e<-%B0MCX4^B@%zObQ*# z-ci{dRI$x8qZrkcx6pWmd~2w*d6@bb@A%GC;`3=z3-JT%msRP(mh%e={;-=ohn_47 zwe>YSX$R}%UTEQVw?V;U#|RIQH`}j*hc=~_9`6xtp|URTa#(MC4>W`~^W#gWL!05) z(XatqNlUB;H%L7L&Ht$fD{d?Frg=;bdK)y@t=f;eQx4jeK2Jm|$6DDe{J<_LqH`!v!HP zyIQf-6FOT0jq4>%n6CyHWxT#`40{Lk;wR4?kZ*ZMPvW&`{eAY{UVLjqP%cW^bhiBe zfk1va-C`6?H{-s4%dh`n9l=CVfUhH(+MKcef39P?u)hT_%w82O{I@^_k|hNie5B)- z95bz#qtuD0!RYP<=#XItJkOj|=g{)$`1%I94v1OS!{`0Kkck%tCJ9cdaoxvV22vA} zl=u9jYp=G()vnLhncZpEBft$K@}uY2$+=MXLS!~6J9~yKawPV19my^WaCd3{_c=U& zwfT(#CBCaGd$E1CimjwbOn86Fy`eHG(yqce4tJC1*7`s>tu`eXqT%Rp&cf&m*1zFJs+~{2)IP6xASOlUL@;U zlFJLn534%LjzH$8SER)Vbz6ygRBDKhp;+D#Kke^3WMC==FQ~H%d9?B%;u-6WYyLga z0%0t&op|}{DKAXu?rcMaD^El0x4?^?2Dh`-)Qe`5&##Kd%bxx?ae-iv*+qR4hhW~; zyBe7i`~*+{7Wy&Bz4OG(+olW5B>#y-xk9@;z1jO9!@e!HKX9)D55R#WInWL=g-ff) z50{qTbB>e#tCp@*!OD>&v}}&C_!4?FoK?GXjWvGfn?9+_US8T@L+1 zjcNccaQOZ1A$A69Gf*!lMJhna8L?!iKfFTGv` z%Iira!j4xTv^!m{-}6_0Fdwi`V%d-0!dLoT>9Mw#r|8jl%6LEDUmWjV9=2TUFMI3|+Bh^|7tJ}Lxb$!WIEPx*8bOZEaP z<>^G5~I1^2Wtc(bQ)@YhV$tbgxrW>A=5JA$A1H;2nm)WtYtmN_lvU-o_sQ& zkzRS*wGXYVPi^)Z;wl0{Kt!Mj_rKf~l*x~M^31<3hF)^WZ-`YB{zQs_P|xY$)5S9wWk5&Bo!0YgdJFCs z2VEBzWJKn?MT;0*BuGM=f>iKeLBi=Pag%)Kn1s_0@5cVeg8>@IM9#8xJ!KV7`=j?^ z4N%0f`=c8GlZPN)-2jM--aDl`?iiFKUZd*w%Z%%u?+;4;JQW$+n_uZm)HG_M1%my> zyr$%Q(h3HrU#5u7oA^rhF^kdmmWt0?AHkem)y2nv)kr!(%2+R06NdeT_NUypN{qXe z71aE?f4e(X{gv}u{IKBmRHuizv~t%Kt#0W0EeIXZp(cg5SVa;^YeKi}v9mq`I=-Ly>N zNKCCMr*;m}C+jU6zNI=-2BRF_C*`jq8&Z4Toc}khAz$8>piG1G>ZS(IY@5(K4L|Sc zX;#6KnRceCtk!z%eR)iCWV~a{;%u7i9lK*_-3G;f;15LkpC1a}m-YDF(`0121fbVS zpSQYr$E$6nc4YldD}zol#9tHukint}$RHg6lhTL{ewcb@YrCYIG=2Fv^B@&L7l;RfZq_ng=)R!L)MRF$uiP~( z3GeaQ!)+eIFAq1zR;vdDD750A0;r3E&oBVGY^WIWm{AEJJeMBKR3_1=T8nNvOjTOI zv#knFSjwh4N#*%|PnJbXgN7e!A8$`Eec4CN^~RcU|+pqKyJ_*W2$C!AsQoMRo9ziHl^e^Jq5+kGc2cYck6Q!6Q7HNIb&R2JNJxgR|} z^`(RK==YCQ0D(3=Kl;rXOD}oPe+4V)Cg=G63D5{`o3Ac-jr2>1CGwjd<(6Pv0tk zbvQO!_u`4ZoZ*#LPd4}(*kY2?Y<*vTyxj9qck|6eq=$`k!Cx0w{s4HrKWA?) z__c)ZBm&YQ#hG=`YW`&VqudnpqR(5i5{1g4k%T=a|%gK47rAuX^l#N;R*qn zJG>u=ueSJ$@0248+}DTp$F$|s+gKwmnGp|uw))$Q7N|iQ_`uotl97DKd(Yd0FqOo} zxiPy^lJpCztHV+*l!lN`TtClJXv3DtPjTZKj^S7Q=FvVfBn&QPP8CX?P2A4DC*QM*MAcE zVg(L6EvEJcQQ+XqMcPy@%Vqhn4rpZAQ^OJnD1VHpL@n!U%i7FzAYS>A5`=AxGDWe= zA$w9M?p|=^Vj2FmBh2_v%vtLSb z79^MW5!iCeg4REB`g>?B_{`k;IBaE%+z1zKN)^)5=c?SuN=^N=oh?Y%i*@rO(!E5u z{nyg%5^8A^hG-bYpC>g^M@9;%nS(kDLaM$PuAZ5H={a?oEKNt$i?ZhJO1&iGLwpgX zy#hd*)i=E5$hE=D%-!vRS|INzbQwq$bb$yi_ryyk@O2BELxF7zEl)gLUVf^N;fEGddBJq>GvIDT~!@lqP@RR_``C1N23$*c!>E zfyM@5CK2oN-R6Th#G%p>_U1cQ&v9%E)_KYZZ6tSI)hRxd{anqzpfUtW{&?Zj%Y5tp zq(0a(qBW7?o;>RVSm_l%GAn`rABQSr5GU+0rXQg}oBQZ;OxH!?DbQ`2)}V|6kLAF( z!Vk%fZkt;g6nm?U>p2G~uP833!7OM^F?Dqx4q-YaQ1r=+*yC5pCS+WjSK|nn6HIfk zX+8_#EJ&Ag&7cq@nZ}>g1{xImrnYsv*UO7>&~T9;i+J`G)T_I%bl4z%||0^X5j^F(TjVyd1*+BUTJc>ye2ZTsHiqp^`MQXJD+Y& zkgwsz`jMpEY+vHC@YuAiQ{ZAKH!v=l%=NJ(+jXxu@)wy6fU3TxA)@ejwo)_{coPeW5QR0o$?z;9; zXk7`=rLoK6!8g06poW-~W(m={(dC8;7No^s#g#f2@L@lhhy8x@AW z_TRZW>f_8!lf#i`y9OFj`$zg>C#uGUg@BM26fn4%F;f_zZl?zHEsKpl=_sN2JofCSY=J)BSS{`G6(3)`hzO|r%767=xJT|fOPRups6-oFJp5-w? zydXxleX<9cUpasbwwe2pJd}A&VYyRfgLM-&7P>gle}{qwE~fk1AOg9eFlpq#1ylzK zCn_Ie%Z5C%1Fz5AMjlX~<*mj@cJo-xIKaM){1Bz>qM0q-7AiKkbU+9v>aPgaQi0-` zergE;2Ml?O^zVjJP@bo8Nz2b&M#e-4#|1F$v}Gq%ex%sEO78OAIV!&ZX+s}{0E>n;eiAu*NcCkNuo1<_fEvXdorVEb^y*R1fMU924 z2#dhomYdM!{2VF5S=Grs9q=K%@?36F-~pEUD6diTM_(205*CpxJ2} zLq@aO(23f{OrLc0-=!cew>rXRm`+ot%)!5J7zy;z%*maU`<1UW#Lx~vN~AIxCa6)n zp$rkWKLOef7tFUOQPhxY>ZJXU{1;S>BjMB)^~R#{7VzVS zOn*>)M4uO@Scz(#(hN5kwUqp%7eT}zfhT*kKW_vxesYx&4@>PMO2m*;#UmZ*N&8Or?(28mP*FXqJXMn(9DFy@ zddDc6v8uo~edZ{yty(W(+bFW|Ely5}>*Y>)Z9gtQRND6j4Yu|;e|%U)S#z&9Gro`; z{jq4!6CsecsfNUKNs#cF6;^+I-B^3(OBZ2wws?}953*j>lI>>0Id{6vgh25H(P~kQ zRv!C(M+LEA3S>L%=feS@fXhuzHswqEU!ff6k-2ATenijmjO#ebT@$?M%uirYdgV2~ zV;ZAqF;E3~fnK>&Z3#W~$FzEZ7eP7~|8S{AxHUG_`niR_a%a5y+!G}>n9BB9v z%N~yJwyo!^892X}#EF&@VJD*59yN?#TA3PkV|caduZRrtSHH{+6s2XU?A&79wU%hB z*@{R)wNp~~v*qFRID&IdWOuRp(M(DP53`+_5>lBiBt|8SK-vlfUojQw?A{8|AnYnY z=_l}u7}g2vy4i>EXEDF-nnYmG2TPV)5LNo9cgZ*YBq?8)#CnXi9MVqD3x_+EJSw)t za`RK!BWxtSQOR+Lt?JwozR``CFrBfZNEZ4-phRA4dCA6K%}dTDfS+Kg;fU7jTMbGPvgyPG%X~axOB~TcGT!bTWl-7jHdw#fLn{1Z-v>ahl zUqXGX9*sT^a)&$C*8%ZgRKpRA)LMcIZ+k&z{bStK;HvLAiFoji%dthJ9%KKfg^w&; zc8>`!bAuR`Llh|Wv}4pbFY1LL!N-0K-MqHDgM@+sqUq+Kc3GPIOL}okibqLAG+oTa z#KU+_3Jd)=SN`tjm{oRqbn%5?IVN8Y#*40aY^>1&42K#izPpWF= zQeh_}ggYJGBV}HyRFEE2{VduZ>hLMM1mE=zgmP#*G$pHsn#f3Ot>U%~s2ecT1517k z?v@-TT+Y6M|1$T_7hpTyUbc*xe^=Rm=dIL|@@r_k;eYUR|YFZfBvTUwxL%S@qb z7DaW@YlvAHF^*k~Eq7it^%^sQ=xKOjSB;1gn9hhOQS5m2EYYhPh1z4+si*V(3>|si zTgUMku8XQMFWqO!4B2KcV$0^@UDZ<7BCu%qAw4|2sG}U>rXjSG4wlGduBI;dN)sTW z7N+yGhJtv#Yc#iO_86LrSB{5QjU$4ocx~hFUcNso8(!~(mimy?)nio=wnz~=$FxGJ zg0_xEdViItdR$HIU5ioUYA2C1?udJ3`-})RCz)~;DxWq#$B1|q+`q54-d6iX>izZa zqc=f6$N=vLf|5RV<6zVwKE9xt@=HWVO~!+>>mN6Rpw9@(Z?RbY`xdE-Fpjcklaf&Bvuc3Bp7^ z$kT$nuodN32%TB6p-C&Y`OIoBI9=cA`LB+sr1ehs~fhiUie zF$_ds<0(9F+cmc_@_=B6-2^`z+P|iK6*7^Waiv@k!6$o7zo=xPw8kuPImLyj;gg@? z8>wk7zs*dmRNH|w+JNY~f+=D2eJbJQ^SND#R56blXcBO(iJIBHyIK8#tP}7bsU}Gx zhHun3&{ee5*WjF{@A1~3LYwoMBgda2@JH-P7MK0!tE_s!TGLbvB~a3oj<0}TZXe^g zKBc9&L*I8Y{M8v~gTIMM>^krzUT38e>87#yR?SVfX~+d~>G5^rmFt)Re1OFAxO?3s zz|Lw`z$TZmO}75Sq6dnrvcMmtX{yYYZs=^BOd)u!@CbZVP*8fqU4|N8J|iH=xG5ba#LHQ*!PAK8I>|rT;iOW zic))#nk9Vk3F$%1Vdg)8M!P)LxAQY$%P-2ND{4KxzFMY^32fq2(vyAOT1JpCu-fs6Vj0zAes$Q=rxcE0CQJl#s0T=) zp~#=GhSQf|s(bRUV67X}W?-$m4S{JGA?%s2Pjy#p=!slj#T*Kc5LII@N(#EcWzHWP zShZ6U?ZwJL9;%)Tw%UCgJ%K3#`L4}tHo?nZqH$A(J^T48OUp|~@3pKkZ~%9$S#M{t z*KnW%4FtufWIM7nuRDHL)x$i1wy9kMEE0U-p6_}Gax0Skrg z7rHj<(2U>P*MB#=eoUfQyg*>;D5dK_Br>d8H$pixjW3wBAW@A%z3E$8I*sCZy7`{v zJJVCr`a{*XzgZJu1sn8C)}xQB)B(RRODxjNwZTjhn8z?MN^>frw$#d3L0q= z6%22dbwsWmn5{Q<0Vmx-hoy_7f`1={2s-jVD+yV`$;B%lHc+z}Ys?#_t7J^=*NQ zMn{=q%$dmjLo8fHq_95Xb(hJ8XQ_dAtU!c4=8wP7PCo(VeqI)Pyo-ylV-fnzKKgJx zTT$T=^(gMk@G!-1YG3d4S?wLT)vRW@(bYO6vGcgFLy%s*&6;;qz}Z}a*keDvf~!I8 zo=Dz5np*-fe3%So?I$pO+CA9gOB>1H6*>v#(s?0u%6rwSb``bL^}uvRhJY`&j^rvGPmR;M(X&nV!;a1)IhB`O*sU3 z{;)7QE4MFUU>ZaN=g}y0ZE|npe7m^Qj9C8fWxT}88poA)f>9CrL)=A+ks`>Shtl92 zV!KNgrPFk=Q|aw_T>Uv9<85u+XuN^^iCVZ>qSD5Chl!92E| zx-Go-l@JH|PfXjV(yxu^@m3l{m}pc~yC{-H0V$2!EPEOPR}lgY|Ed-g*lGYXVK~Y? zQh$D>2#{3qS=7yrzYe~&%jaB4P2~mC-dysNsnx>1+iF`(1W({aRkTef=^wk7zay5R z{N|jF6iT$a!!mW$EVLKTOz8VP>_E`Z{b@zWEnldbjo^ zNra@7(4Y1&o5un6MlTh#It$`^ak@!mmLpST6BW$fOwyE;_Evth*c}*%r>+`=D|F?` z(gV%n{nv$B+*p|83Zro3R+jq^nz0pDiJ74NtG}O&tLLJ>F*5o@zKt2?>fJDP7)n^z zKo(T9m#GmHV{Q&sW7o@nA0rA$!imjNQ!|1@1W+H5(CEMBplRUzX2xos*%XQnIjTIey z-jmx^6GKDf!bWi@=qs6~K>irpZbfKlTP&rEoz*funVMNpIY23LrmGyfxBbwvCTQOTm=J2tt&4FR`)JiWo2uKyED7 zmqN+f6tqHq^*TcoM5?<&vq(SzN&5}7^Po00FFtGw0w`36auBP>5M?4zPFT~0d;{NE zB0;OL+er=>w?%2N6I*P)>ANeZxIM){we4fgfP|OZD8c5*)P+K2mgsr!YJ_~CrzI_+ zBy)tQPX?yUCp0mQzNyb778+;fN7#LVF|!Y|8pq9r^%1#2#C-VFLWozf&NNpRphoyA zOPxE+fgqQNp2mt>T{cV&OWf{er0b60WA4k-ixpv%9i6l`AwVyUA zwXdGqz)laNu`nnPtO)~YlFyfMJ+)6LxGW@y+K>y`x2vVbDC`cg| zrC%y@S&%?3LA%$S+=9|BB`w$g@DIwztoFe%TznLmTkg(2?;WLn)D$NX5YYt& z<|2cFGTSCcHv>QXo?Z$4c^$y<s9tZW&8vih-Q=1`%tZX+pkrp}g=igTH|4ey}u)YP$-Jd(; z`P+m0?}!-7ATT$UYy16o?7vize;8F8z!%Jn&OXV1wc)?BXh>UpE`+w|#!>gb6r=xq zrSJ;BfEHob$vOR`*PPt3hQWcp@AshYpMsucE>H3Qd*6I^)biO z?jh+tZ~48t>z`@UncFrn+4dxQ`==n5nl>EYMXGujtY3K3zt+!@z}`dq!*(FUlyHTg z$NS*kJ*`xJy#jdk(fZ&M*qf9ONsf(%l)Wj?%%q20R1zswdy2m`nDG^sI-zCv{c8=L zqKt2KgTFv@(x2qozw0Tu6_|Dzt+Y@MPP4kYI7tO)GHHWl9U5xQzM=OQ`l_59nlESt z5I_CB8u%7k4Gs7+A+rr-6aW(dr5uUnY2OjTHeHQa>0@uKUQGdUfbvJbJ~Tkdc;8KL z8(0(MH4?QuGJPgwr?}Xrb8pws=l$@!FJWDwAse9UDI2zPpOd@n=33)z24oeN>;^M9 z=p`JHTG{veeszSd-cG`;4x|nM9njcPT+QZ*UOX&y;JK9H1liJt2ETPRou9iU&W-M+ zh}w>DYGorI%--t@u}QRTA znv&qH{&{(&t~<;r}EdQ%3I^b>;MNV@sf;+ z9GLlx_X8+sDkAPnT?EQ=J@L#gt;@T*`6}r#;{Op^z7B!up<%1s`fG2;B`df6!#;2_ z&>fp22ClRHs{mFwu7|%)i%++i=8*g1F6~tt`^V|J!S5v#pREc_eZG#QqL^cgx3&o$<(Ti-K0d|h^oO+6e+|~!MoXMj^!J;q$ z?-;CPF0o4Fw(Mugm9JMkuM?LuCDJsDyWQ537~T)4uWrS@_jnJ{Yq389>!oeTATD`! z4tj;hc$=ex61;YgO=Wz`!E!miJx#6NDP5{qjR~jl?}VlX1g0y73)h1?BHJfjvh)&L z&f@4!PvTVVC-F)8McV3GeLO8%l2qJ};BTIkvuo0MAdSC1SBopPbC!vni{7aCE*H-v z-7@NXyA!iq?+z;twAlv7?iujlap&LeS_3h5^gVjTE@i!@w|J}wtiHyVu=mRHUbNGmB3pH!n*^EZn;ZC#RJth;H$Go~jG_nP zZXPW4#8DYl!@A=bd3l?1IFAHA8w?75tCWaSd7p6lX^ZGJWbM{Wpk1{4xWE%zH}o`*02MyT z%TvicEXCuHc(lsWU1BbLvHA(`fm?ft&m8!Y%hkd8s1PFPrbu7a)gjwy3}N zsG3|8d*WjweJK5-LcUHSxq&vq_pK71mbMIN1Z0l`se0GI0Yt{wj zn)!&d&b+%-x6XeA`xqS1Pl?(biw!H(DGaVYnQ9GUFZV#tR3GNNe!M!!|leA4oWXpeH6M z-U=D3q(-$RNyjM`DqaJz6T@126fi!z8*>3rF&^H!Nr0}G7|G-VuXmp3iI>@rI@}mh zK0n-Kx9W~T0VJ?VKY(;Boi65(&#Qm(bnU^BgQ2x0YZDv)s;%{wQK;HTh zxn_(sx0WpOUrVO5$u?tQ1>`-bCPU{{yLadAo4MDi@NyGwHuNoz>>I$`WD2}Qi*DVH z;nq4%>%E~C6ac2#?><}tTE|?(bYe&X3R7xRk-uC3NZQ7I4}h$e*?R@d0j>azrX+yo z+V}bO?{A*SfV?9U>~v47I+p$(w(Wst5s6M`xH|6x&ejHgX%#OE5o|e35PLDH0nqrkfJxu%-FvV@QYIPu zynVnZHXghy@1g_*Bpfc;X#lwFP7i+#df>BgPsN~-8o!#_PeUJc)5pp7`$x2x6VGV9 z(|62YxQJXC@9J8oSp$O#Gk(=L24Rs5b2mB$+WW6Q%zf<->YS{2=29SaJD#16KNUFJ z>)+~krjh+{iQPA)uGSN%x_0MVqwR*1yL#Mry?y}n>6hc4W-Pt8#{$2swqeUxjb0hz z-~X-*DYF(*kLwZy+*QEU(Gz#5b+*0l&Gpq_+g&OiFff5HQNSoGO|Qev{HE)crK>{m zv)S8Sc}mi0#=4wCME>OxO!3L^2_6Xp6434b{ndfNmeXs1aP}C)th!6^nxp>K3-Pzo z)_HKCY3tUlW}N{f`Kx5!%s-wv19@uI1H&Z-L0uIJl<`pRLj=<&eW=r0aHIIHN)n@6 z>>tL^(q|siHv4;>r0OLGWnlFbzG}~1vvm2u)-2BjZxzT`jomQ#L{((06tIg4B{|k?^Te2N6D?j={mz@@Pslm!{?oX2<)M*rx4ga>q?F_`HgQcn0 zfRyH-OdgtQehja3{y7>7ko@b9y|oT(HUn>7?dEKMco^3u&5K`v$OV`#h__EegYq-m z0F4>!o*>ZxGjtbD0W$!-IkLVQU}p9S>r?^LFs>`$?Fi1V_O)e?l3bQ_@?Zp;07c&9 zCP^S0cm{67 zNm~cN0gEB(E=H(IC`Zud?E|#T788JYdF#FtRT79xdRBrL@9YP9k>;Eoq}FlfImB`!_5EaF-2JsY1QpJ zA2vqvWB*(Me{b3PXWKQy-#p=-QR9iCW*0K00uxG`IDido7O*du(gIddsyvF2e)(W& zy1fVT8Q{oeeqiC$IiCe`w$)Hlx&Msb7j!i(M$pH|NhJ|8NPXY%S)OlJNNN6M^)bOq zY_Fm17JR@0q?FD^qg5I z4=Q;e8xQ18!=4r<5&*f_#3On=`wcy4xKKu7Y(DVj3L?_0C$HM|%zaQ?O#$-J3$W$% zZ*&as(8<){C>mT*08We5=Xe!hsFeX0akqu(dOe4$gP1q%fuxC2n19#iR*@P{mVS70 zpwY9EX2*Qaa2fS8>uHu$@#BsBcsl=GO0CvcH1x;4Lug>!AYJ=*0t4VQi-iHqi0#Nc z(0#ma`(Mv|HCHxtQ5U<^+{R+tBtU4Ccw|9+*gr+oq-ZRpN#+{eRWtK?kH6=Q^PKnl*83Mr7tGwT@157a_Kdn09d=K;K)G=*OrL>!CP_fX zxhH{kvxtl{=-`Bbm8OH1WqEA{ z<>sw8F;a6sIyd8pX}kxDYJUFk@-0zX4~=0uOaAK5*H@<5ApYbT1C3bN=R56Z@`4vv z9lwgSN{fs^|3O-xNCJ=dPJM}Pl{``n>zE5eE4=O5_3@2p!9%Y<>( zc-7g&-iemf!58ZM`cj1|)hWqS%=3q-cs`W+1AiHD=@!yOLo>c(<K9Hzx+kD~f)~sN+yl;+SI9GD}`Ea#-QRXJ_WWA}p zEinKWb!54*7~R6zn_ySKPxowK%5MGSzFlt|53b3z`eOIIF7oQc<%-(jbUhRY6SGcd zR&_>aMA~+Dq2rm$Y9K6jFcO!#ylIbj^i`^y|8&LZul6?3L?k@ZV$>B$xXaH|GFhr^ z7CMmhTEtYi?7Dwq`-!Di2o(j@!$6GK{;RV--{SIw0Ecy|pScoIWa5kyak0ANIwIfE zE_QUSO4RUhAIwp~-?$vA_zg(}(-~jR9d2Af`qFr0WV2i4-&4RpAK}GY(pn}*DP-_6 zTt!|}%hWMPAAV+%i8nO+iqhrZbt-ep%tPZbK~j0WFP1;x)XTx)#M>q_EO-4<{!KhZ z)ubFWC2uJHXG2(T;V8Wqt+y__V(+se^WX+fI>zYp`NuBOvAqPzQJU#*9Im62?->uo zs1m7}(*;G6M!WgQB_1)=;bkA&rfAdL`k}E#x3bbQVy7jv33>OVaN4UOjeD=ThUjM15i$L5m3mrCOb2n#78gXjUJH$VzOxK}Y4Y zk(K6&!`aXVr7~gTX3FStdy$o%+_#MU)d$Zt*}JWF$qmd_=jUA(Z7R*9b^Y6Iesv=H zrrusDP{a2yY|2IXjP^ESXsL|4LgQXg9_}YaJTQrXN%*O`niwr?EH`B3@kf42rCC6I zn0uk|6I%qo6uVTv)+sBFRY|ONZ~ldw;~KYqdcr83bYwcOmo&az3R8TjYNB7mlhh%u zyQ4(w*)~ladAjF*dWGPDB+!2Qcppcf#_n~YUbcKpM)J`HYYe@Fo=AN|S7wu1PvnhH zs-%0?oLH`O1yKyOmAoTHWm2gJH_EUb3LkWf?IBarKE;oYqj)yZJu8Kt|7=iM)-oP4 zc}5yTMu+Lt%XKWL6+B~iYt}Nx;E@5X79Gi#yDLeQ^O)$nP}RzKjhfPEDg3=BgceSq zViEr!XngiAn#F_r$*}v*Swt1B{veW4jjNoxL?uX>jCYi-jlX4me6pK!21(fOQizW4 zQ|tX)n$kC*%O^7$hT|_LkJIMfVR>Xb*?=)H{l~=Mw$pnpMBiORrWs!UhaD zK>)y>0&y_d7)YHI-SAHa`GX*_gF`(^>DOmRIZ>iqw&>d*CxpxyLtN}+XHpCoHujoI zI6Enk3Z+(}GTty(-CcKl`2@)*IIq3YMvo}hf5wVl;P@2ew8zl62f2pby3a$~2vV;O_nDI`yY-tUQyQbM zzD(cQw4>*^u_m{L?+8?Obt?@rOio36F(vn;vbUAYHjK!kFyfUl(jF$BdL^=J+g=!L z3tPNfM(W9AhoZb(;2(-B)i0BR+5B9L{i-0nJF=1S+7DDV%s0*MdZfixa*?&GjFNZw zzv*80cuNNr0YNcX4Ln>silVoF>@eUX3EA6msQcJ-#YJ68D6qw(S>qYse`8c@JOrJW zSlRbjBeR%1#>t6lTh8A$ISuDwTgid4nf^>1DG_6LtGTl}96>AZj;NcX*x)Fjw`;ks z4e`5cTuS^jd@DrbeVewpcBrP_`-%Iq&&I_${;E-cLO+7Y=r$d&BDmRnCk730_{m&8 zMN;-UHO5Y>+-uG|iL1slar!3nr{jlb6E=_@bnNqu%pE3)DAHK67P5qy6U(dC*=CEd zk8PXs7X~vf4ts7PUT&+Z=?~|xr^wqv>*dZ|eBMQpK&Z&QPg@K7V$SUaBcLND(zHLw z1^9<#-T=wL708GqZ@p3U*2mR(M7HM|2Go`7!TVT?z+;zGZac0@A`ZCu+J8^|fd&!E z-0U>acyoO^Yln1^3F1W#+c^yY(r(G{b3n+_3BYGUfB1_ztYNwFZ}xHMn8(9{!c@-J z4QDo%o3dyHB89X-g&97bx0O=BX3YIOgf*@>SXQ4;s`ptLjcVBVD@pP85k0+*7N)?i-)Q&v%hxPp$e42wVHPu7cS+MO>f8TM=W98{DKi+<9d);2|g;gc;+99r4g+XcGqiEE4M zgDQN`*%=fm8Ouv>jv`=!&!Ry?z}==2=yjVF@^R7q#s)Hf^#l3wdi-rU;k>J`urSVi zld}Bk7%Wrw$huIYI+TCp%3$-R|IT=5Pe3V0$HvX5+iK*t_Y}LX&?JXzn9k$Qj3 zxzMV?Ky7@CppUn|#S0SYIA(*FX7R{WZEHh|9p3o6Z-8_RmFWf}sN3YU&piOe8=Vox zCQT1oRJAE+sTcwD8X{XRJ5!XP(U~0vi34e_nPvOmPJe}Blx*+gf*Vy&nj#ju8^W)a z(pHwen)7n0>3kzb!6MllD;h`z@7Bh*PNEe%N_YkJK;Og|!68;X3wnkmpSuvF0+o%S z)|ST|mpE(LUc#)(8g1yo=jmWA_K9ZfD3ZDOsT$7wh(Yd$&gWdo1sth8fN=`CE}yG~ zNm>%AH%iv-&N4IAvOs^U&h{?j22okYo|L+W%-rYxLMO2@+^22il=UtnyLJ3NWYNp~ zEAuqJAS#(Hx+=KpQr?<1-;6VQdsHdui_nl%`;elcBrfIK%Oh55#pxQyM9;G$ZU?>C zK&dqjmj#EqaPp%F4vQI$8QmGRm#sU7g<7Sd%xP`!X7oQc=r~+-IH;WzM7y1_W?oQ>-TZY$px`bOi3h_K?fn=(}9cO_r}5KgWjDl0&l!yY-m!SV7iV~ z5iN=i@&vT3KQ!;r!5M|PEb5lNmdBPv!&&@t{V+yQJ-Z(UO3j4$RPrkPGWjLqfl3^9 z_B~L}%}$wM0jRwXT7F2~dh{@bf`wX51gjhkTcSm=4+qqitF2Pg>FTz$^6D3+$mMGv z9t=?d4VsMoTb^bae47;d2qxVZRxV{6mFZe}+kF`#O<<$!p;5Wri&W6j2Sk2%BnvEI zTmzi37<`HjMg@&xDmwTPIE=GK{2jG!X8{SLbTW z_PR4%OJv*ZVyJwtm)-vWsnzjn@Ea98`dr^97y00@e1K$XVT*^Bo(>cG`59b2Qu@s%+{i(!l+vc_44ySw&a9CAA9jS z*H<^>MwIBbyv*jBmb?~;5};7vPkfQ=6bqYG^<%l>rb|@>y&xc~zJ?{;vEL#j+`L4s zi_b3DcCBQ5;Q&3|6%*cRm$U^qRRzqf?zSk+Oo_cvy=8+3BPp<|!jCs)<4QTkx*}ho zStR_<-$hqKYFX!A^&tHI&-Aeo?tILEj$B^x05sdNb{T+gI4g&#i_@E$F) z8EA<{7Mr2l%M`G32KT@%#Xsfv2ltSQn`Hu25{BEVG@ZJ;_Pg;b8|RJ+hC6&tPb6dM zhAmg@T5srbu=g+4a_Fcrh~Jc(d&TScj5>{MC*Kin_W0gh<=qwE6mxjlo8hce{I8a5QEuP%&k3=MFZu|MWA+OS$sx80pKeQaLSx>!k7 zRLTeO56yzK>8}lPi04{3KYZxad(b%kZB(1XC>y&JrN2S04boH04&kbOt`PF6Gm{JW zY^L#6a}NWVAxJr+XL&qx^$l?S(Uk;sl{fWTfA+wSO28v@E#meb8ZagT+_iM&;c{o% zWt@#6LR&HC)NEHng)4ERBm(xZZl1`rH`XbtW$$QlEy|VieJSChWp`7JLYSm7{22Jc zp3a5tbU5VQ6n{P+;_*;-2x_fgn%5vtM=jnMSAPHY8qXttQTgzqoAvX@7^}L{7&PMQ=slp`ugDrE zMT@Q=Cw}EA2{zi@#3Fi$F?rHS-6uBbjmg`uP~h4ki?4{zgc8#9b&wVJ-P?D?bL_US zKklGV-|)B{=FWL-x0q(X-_0*eUjzC+6{C{m&++Ins)M}0qw!B}!EPIFXLdrv*6Y16 znnnB4`BxqrH!d_%%g-%R_4dw+!mk|Ch9`~mqsUlY=G~*1bvPGgnX@~5xA*EVUQ(a9 z9kom<^TR;S{kiZN;{g&X+%M`_QubP>S~B1WCHqa*xKG@R5SRUi3eJw)p?Mc&t8m8$ zhGHw!HeALT=8nH*H3#eC{+vKpg9a!i{?sDJha7v0uJK$4%Y}eqHIIn2A1o+DBxA>o z)+##fcn;U?sRT#Nl>kmyuAJKZ?Q8JyY6d!6PDOGDdW5_l;R;b>U3qv=RRf>LU|6Pd&Un+I# zc{sntjGZ7_vfW%|%iRuVOs2h{x5?qs*D-J|cy9^H&;FjvM=9BB5-wTe_D9f2Qn9UZ z8O0%{5Cv?{`>c^tnN9oo6VEqLU}zyxj!7ePEj4@zGCvDr9h`e|gEaDB6&N5sLgy_J zuD2-^TbV!Qqn_-_UjhcI*J{6ciwNDW^*EtFT|fas%smp%8xLzj%HfOu*IS7`7YP#8 zyFH6*UT6_>$Y*BEqFG2c>(mTW@65kqnIxJQ1@t4S=AC6PPaj43$Zy}r>OU4BA?=_08!93Cgk~U*c=rIb zT(CI&C_no5FQis7$fRly3X5Z;b(qw}J~cmBkzUdDA5n+? z-?we4E4|``4#NS-`3h0)pN)U5TTU^}Z5O%N?|y8HVJf&_B0!kP2=NyEueKczYdebU zjwGe3o2LULBmn|NP}j+OXgO5n;RCNyvc*OaWq%74Z{F4#%au|4jeG-8i~CA>ep`3? z_r}Yh=g5ym^}IOYAJvp(8qJA9T(J9niVy!cyXM4c`;Y}#o`ci8YP%!2#ivrU!k9u_ zp2;gG|8I6}6<|B|0;*apTGl9?>wSabp)A#0{OPkI_+!)Oa>G;>2#gxX13}V7t#yvg zddJak7NEF@<$0&=fv`prlaklpeW@fOgF#hJ5=vDTi5CF_cop%L`5^Z834oyZuhO6C zR4*vaDNcI$Qh5B3P?x+;V4>P?V^#Y0rMvxU6GR#aCT3x;#as}F2;vV#oIU!9OKBj# zvCO)OVbA^+2N5JkAk}2w0P3@OAZdG_&twG_a=4zT-wRq=)Di>Y^Ohkd%_d_X#aRHT}(qD{Mr0MMt~Hp(prERkdd z-OV4k{YM)^i3s9sz+k|NsDJ{lafv_-V!BBkN4c2DWKOFD9YC&d2;|)WBI&F)VHOc3yu}nf$arSw0!PEaAcZd-4C{e+b`-n0&V1fXTpAmf-{p|`aj;Nk1CH6oU8E#K( zmyRik>Gs5@-4sDgq?OQaP>Y05Ny`-h5MPB!XxfQEmVg!&4ek zcB4*o3&1^oygRE7U`{5zvMC%=Gu0NLHuo&>Lm&m5m^;+-7%JHlL*=qaimL*?>1px5 ziy1x;c3yl#U!l3^a~xXf?k{is*Lc^^s1Ct7_JOOirD2yx5KZa;0BEJ#k?D~=$nQNc z)UUJEJ+iya;Bov-s4?wsbU%9{xfQFs;l1x#%4?BGE^`Wr6wWZIRrljR2DyfEsaz3K zH-t4Kz41(DWBFE1x`0y$yjV+4DNtD~N2bC@fnkJ{0~LI{Gd*g)Tmkr{`##-AHU>o$ zsTnVjNA3gE!stC_?AsXJa};ieYf!+OLiGaDSTWv`wHj}37J5y>qh!3R1^o-0aCyov zAqUd%87u`gFWlf_(A6%n3|C;bSPL+_D`f|Cw-pOl zd{PCO^&BE6V39*7{`@~RVitfV3BjdDw{{>0zoP}PavJXem79Rd-*p_VCyHT` z;<%j~K>Z%hBM+9-0T)_?_@9j@^`cJ5Lg z!_c1~unWzAFZ@2X8_;CypM9RnTy1{MMDXMrP9)v226%U4h@ySN10H62Us_Bd z$o9BYv|dFZD)i#tzaGsZP-;MjBK%v$SXUH&(N-@HXlH~GFB?$VPs{(le}!}+fZgYN z#LM8Z(Cjuc1>XUYVS4Lu6HE{|JF9I`&402G*e=e$hW~^Rv86AOUQL44pg-06$Ix$g1j5cY2z9b zbE(~QFpU8)48;P9CizGb9xCKV=m*eqpa6OShdeWaim3T&uPH{r!#S3!9uTnvT016X zj*nbftpJ#ilcVsNs=6*MFwy{7$euddT&!Ab+I@_DA9DAKs=h9}Y)Bo{QX#!t}5pOAvIxHIY8%jv4$ z(bqg^(yeI^f3}{w{(L>{Wgb*W?Q+Vm^uk5a@$T3bfIaq?jU=LaisFk0^ir#e)Z?um zjE@N;kiC(Qg8%xf;h`|x=~OncTupW;myIEW5h2eN|4p8EILy+W5?)0@zrBAda2(yE zAp*Mw?VU2hDd<5is zk1>d75O`~v4COY>``u7SeQ;HPZ8>7(3}X?1B| zozF-=KOT-rCD&d)POiEo;7RzvA(gE3uvhA+Xg61F^YSevq9&}Y=FLsllmf-=tDV0IqZM?1G0!LHNy~m1gyO#Tem;K|uxE=JiJng;r(?r*4*SfP2OH z4)ciYKLlKXE}YX!w5&lqS3dof2lFKeTynZzPQ?TC+g=^NljX;lbAYWG6|IG~k^u76 zH8Xlz8V4fz@jzKVYPf4XKpnZ=-JF?#NiK9TnA3Im;V|mq3ZP@gX9bBPTNW%=1TWTb zH%Icq$`=4_UoT7DoZ%W5Ad*wp5Xw`>5pN~z-moFhiznw zVMi!}{ZF#OutT17QYq}NpAMIj&MNq5sh zq~db`5R~(FfT#42!b$@ZvF322k?0KNc#>dMI9S=duU%s^Vj_y3kEF%W%4AejjNif3XyGA7Id@M5VzJhpIr$_<8Si#)-ZEA> z%=#SWH<}Rja&FMs9t3?CSu2fa(0JR(xl0L(#IMOK-k!uuNwK@nyWb)MP|nKjXN3(6 zC@AzF=<3(FVl*_sTOd6HBP?w_>S%(eUPBL7;h<|#?pVp}W7q9VpzsX&T_*S&D&>M` z$OrY4n|#0f=G_6 zW)vt{tVTtkm&8ad3=HxsiLs5nMacZ*^I#YNcWUgl-Fc6m66kv>x}WXY+@8|If#dS* zcnjcl39=6X{SbTV`|0jbsP^q3-#*9mi^H`ZqwWjf4YKNVd2~5U$?AA=mIujjs zu`^KMVnV&*M+3;bZ)tA#&^%-ck?ztz!)F5t4|f6kX1ofkq69Cu^qj~+XB^~kX!$NX zPknNq>ZF%T+Ce0jcW|K6e06rLUTLa-=IkmcHqPtI`lu4ez7G?lb<(_taa1|F6$gOa z$hZu}#+>KsULM~~^F4jR5LzCl?+}ybzm^tH!Smz=)f2;ecfp}A0-r|HP*G7((1F=h z*rL#IQEVDi6eb=snyR(_7-!VQhMHqAYb(pF)->Pjti|!oH@@-mV%zbTZQeIqszV9~ ztHF=$T#2}C!cp1D`1>oIa){)<+4MQjer~xugrXE`DxdZyt5)Jyyvz>87D zH>L+)o%$aP4U_>pBo08KuRTt!RpFhlsBwmH;`m8=!)aj=rENUx)qZl8lxXe${O#=6xkQk} z!!^OcZes6#{=h3~$op0!RjmA8kJD(0jh0;w}7)k>Hn~xdb*Y?O4cgqmfWwgDZ=Qow#{l z^iwuRX((H5`0>Rdb;48Fbn#bf_G^u-MsuxGx7o=DHxWqa7mXKhI;=tPp?d5Ib%Zsc=L*wO@QrAMcSB7O#rsS$7)!w`O<7yVq7&uD zJ_YN@)xB8L_KM3kT8&DxGKJChUXGG? zvA<*~ZhwSVvdQfQk?r&>(JODri??)b^U7Z3>gO-r)RE^-8TVyi@I~=YeM%{)%{x`!#;cJ^jQzISyJRugmUNxjHRx)AO4--t= zbQzUP2L-0OXTd(N`0DHy#TU>oNb{{O$(0qqzO@P3mrH*2EPc^^@w6pqL@)sP>zSro zivI#P3sxK8MRcN&7%x&~(Zt^Z%22%~pwxEx9_8{ciA)Obxi?FHhQHWan%sc}-*E)? z&5Q{;zzdXp10KQ47-3j(OdI7Pp2=uMY3CRchJ6756sY%J{5 zm$F~&ouqfr;%9PXGbF5AC&;vX1zlua4sPVzA={A3Ryq;-{l{h(iP;Z~A~GSQ=SM zXFOFr&X@JBcBQsFy}0kdKPvO`QBN#gU5!DhOF~w);8X}X&Xmj=^LDgDET=A}(-xD0 zMS8;pLF&`1EsjoZU7HNA){*TOsr0oa=EARiUAvM?bPLH&cfGMx?+mVARJ;DDu)Pk> z$~mye^sPm+8ZZ95c<1@;Eniki#Cf;~6KvKcz~qOcXw_Pomt0kNE277pT zc&iaKoxmCbPJ)IU*t25+(Xs3}zOxAud?Ake&aM7aOrdw6xiZr@elU02@BUg2&JELa zsV324Az}Y>)jO8Xm3c?&BdI@oColp`6H-=vFFG1r@J0s+GQ3fl63VK*j&km|3>RMc*9l&KO4Vv;82^^QTKoM>kT2slH5$AL zqhTaC^F(qkfL`mV+ebCl%WGmxRA^vLA-t~hd_ze}gWx#r>NxErc z2hiwUpq0^PQR~}#UtV-$V9F)ad23`a9<1DG5|x#s61-y@A7at|G+pIOVP~0F33Sp# z?sCsq+ICy1tL*zHG#tU1RZcN}*6q(R_J>`+?ZQ;N7sm^Wht#gg$=vEw3a8Us*14@A zwVe~S_M7+xnz@vNV(FbOK0W}$g`HLB;x2GW1i9;bJsn{v|BMxCMumD>Q(^7rydRm% zLu@o%S?i5?M!`(=4qA5{7n-~duivybU1yIIx5J7i#9^kh0#mC3W<1Rw|6zHCka>=0 zG)tVHJGWK$Yhr2l=c9a$R#bDviqft2O(uH0@3R}zW(t{T`(wN5OY-*5f?cldo7`6E zdhwX|zcrkMn93czUCam$i4?zE$TU3ZeQX!4q33Xw#Uh!)v7EWL-B)hPf`yn9l?{;B zZybOB7_A*f^>YJqs#=78Cjj#O&qDSA1}xI3b|9IZUOfDHmXfVGNUTTzir2A1uQF?p z$tcikY3z*}N?=JXMICk55fFOr?S(BdLudVvErKM3rp|8laJzi9EcFJ@SLq9Is1-yVGkadzL`$dmcby?Adhl%LJDof_j7J-Tjjn6c ze^;f&+P73H7t?KLVr>po?Gs3hu%5Y=3cp?V$d!#}ds`N9jxLP`bJ?3C1Vc)Nz$ig@ zKl@PqeDhXe4p6D0z>$5sl#fBi{~Q3s)l;?8cY)Y~j-jT|`pE*t_U-eBD=pH-jc>v0 zoAlmWz>rOU^36f1$vMBPyf{m!`6Vs+Ih+?fLIyJ2FG#4^D?D=H!K^c!%JE(wO=KM{ zlp1M!H%fO7n+g1`{nFc3cgB_NUz&BKcFAx`jQcswm7(aJUH#VoaCrDS(MF4Z1pnC) z?VP7s2&_quNVa(M*p#6EV*aG3_0HqQ#PfE*Ofuv8ZNun;bE~d>N(*1t-{08@G8i}q z*J(86Oy?V&EMu)e>*Abq9JW(J)Le}fK_t0g*@$Hl?hwgEa4-tU8;j%D(PVkwB7p&oxj!=)4pnBPZ1Qz6Ttf?vZCsZ%XhBF$ha($C>$FjSGmDl$fqu)_3 zBr*QZ%#7ki7Vol~Zw+C#sG^c--06;a`B;fYX4zgmIi|EeIOLvK_f{~Hhtt<}h~0JjH_Og+3qh01j+%~o zz9%6bt0Fps65Wmy_M#IhYcS|@t18-rnD#$MOdq|`Ez{xA&UCHb((ENP ztAmDyhIsY3zbvlLz+?s0jug-uSU3_dZi&G(xijBH02&>G3gKw5)R-QXoDcVD%Wu*k zq*D#J=HpLLe*6IbY<@zjLPYamgTg|ty`d^amWZce`sBMPZ3@U3d-SV)a@ODtQx)}8 zOo+PJ?r(48@V^_{a0 zIHk; z)?h*Bo##nxV5sln`}2e4_cvz}W+B z>#r<-h`r|l4c5ND23;!f_BeP*EbyrwK3EZ<@kDAX6BSx$=%3lC%mw^s6&?d0pN(OAUId zTn~%X#_1!U0)Ng6tIv4!gJvpS5cPm??k6G7-~fdsun2`ET$1eN3k*2FHQ23G5wo$1 z3SR4~_}izyJu59=bunR;E9`=ckGdh@!++z9?t0@y;p6SKa=s)*vGBM;mJ1`X#=_yv z2(#!D6j+et`2%ll-}48MACyEHi(sm%svFWa7&!b1s9*zFFg97xhw}piP#C49X~zqm zr1$u{R_{xO4;z>V%Rxd#Dwi<$4`9Kb8YWv4y|fx#`;e;{jE5Ec6ncPqU5f-q_4E_r z;BTXZh~AuRgMWMX{65SE%d5LF)|6`HG;A0>Tb!g1k3#GiuV3^CvEx80IpG4ZW0Ves z?{)aW3g2Uie`cY=g5G&>*{ab5RibgLp4P2=0Rf7ZVH*3Oo#rOy3tCs=r zVX&VlzhrYVupijFTq%@iU_V*ssOJ-4KdufUZ#dd0Ta~}c>v31jM9FZ~x@WF`_!Rx& zPfnNQ^?n=jY#nl`)_s#c_sqC^HHbjX`rpaLlvbY~&ekaJ!a=YlAk1FkcHQpsOaq`CLl8By(bf22#0S1DI4)`_cxXCN|9j;JGLqgL_N7;djG%E$-!h?g2jqM5wcAzUC42>qcx&Q?w3NSy#mn2Mk5hvsyk?iw!h$z#;7%L{Yq7MK| z)xZAVo|9DUC$B3IQ$LW7AE6H=2V!`GHPA=9T*-A3rNh6aB1ED0HDyJHLT^Hd;@Pi9 zaG(Z%6e#AXh~6G7w|7ISAA@Q`5U9rxgPwLtims*cI-zFu5Ls>%#4RXfSbbPV`c;S< zO&hlP`f)Zer{1dn^Jc$1TmkdfBS5pO0kGgNuXw?Dq~_bpZC{cg3BleMBg^NLm!Fz}RTCdh%#hoBM(>P*h@}ctu0u{h$)__QnGQ*#%$-GDQ~^7Wo6G z_J?sR$BupY?@z72c)EQt>7#hDet{1@{p<%CO9=o|yX1UN0Ve?eX?P(wAW`oC z)%UO02S1j;45vZ0dusF;JzA^ z@{oV->(9HT-e)o@`B}N(rUf}@Cvsv*BD86lZj&KkmB_zxKHbp-Ew}?VSD^EG zd0bt;gV?S)Yvz@}2B0(e0gySQWfrrwrHuMgJ|JcKBv8*2E|x2osz$MJY<<3naLTeW zxoz)d`e4$?Jo3D*xbvTM%@b-Cf4$%IB(bLOzdI7Zjd+Aq_-PTV?fnm=at5|j(tR+v zPU6?#KQV_dICec(@ZOQ`E3z~z2XryB5Tf$TIKzntW!?Fbk`nsYiMZVduiU(O~L}lbL zMsN^|@3h_BdRWglj+fdoyx#1ycC#gZIV>OK?SL_m`k4Rn#S-PNbf)xzfE3L_lXz<_ zN@C6Cc73kb2ZZq{TL@XVMS_Qz+@`CY&DI&J(`^RSw(q^&d?Dq~#!1&Ydr-|xl>m2Js!K*ETn2{T_XJ4iT{}i`;4t)OnBQDOKH;A4WEcV`NG{JwFl1bD@?a5+$yR%21<(jVK(q_Th{R7(_rRkkO3-O+=OT^wL6Umh0(3;vrw~3gr^NQu=tbqQddjByprp*;P%ZwSi$X+ zee9B^MR7ZAmZ^F$P@N1)Pg$U}zVt(`-_eZa44h}N12n^7CBmR;1^oxYQ6`Ij-*Ub^ zS)TJQOBe*vg9kY}U4wSFta};5 z&iVDP>e7cD^V?sE1rnb`0d!Z?pRfRXe+n*1 zTaerO-t9T^3w6v7yf^BZjIAEP-_>QeQwPT9m<#iQzZ&63s@(;+yM(~#$C5F2>wyAQ zFk;cH%q8jpp{A-B;m>A+2kvU6QlJ7LDUNVZ|M_GB79=XFdk~?C!W@NQS9hG?sIQ-1 zzI^&`?;a=Quhsz{%Gdod8JL|FFhWMfZEMc67mrwc(d`$mvaK*k8eYZ$6IprUcxe27 zUvH^{z!xjeu|Y|nLT@pJga7mYY$=Ih#OcQIgcH_7X*}$}o6g}X44eV?G9UyTu+q#$ zZ#11|l;*3K(E?2n%9Twi3P=W$G>u-{rxitDI9Smrv7Sis%2B91%bcOeSf}wg+4>Cd zFtaM_bdzA>**!3F79S9>VYAhM(vlRp8dfH&zO@OF8tc|5{i$78l2G$)2zclJmzw*} z?OuaVQcXWCRxfYd*-o`9$LBaJ4U#%*HR!KTG@eMu$SLZB9)y6~LSr zKskTg{?pvf(CAlxjDFVU13y3K8NgW*307?ghJzK6yo$KH1!LO1GSVKR;V)_Dm)&>W z%u5`*L*@m6u+5gQe<$*-hAibfIxO-RCb)I_zUMH3J71y}{9wDOZd_))Wv%qvq#9~pu(*1lyyFf-uFF^?#@`UD|)z+jHdAJ z7C2l73m*H^qD^i``O;MYeiVKgDMQ}P_{`MV20^8Ib$TU>Z^I3naU0s8$4K0pjb%N zI&2sRHl^+o{j=E}u;qaKiGq<)I^q)S5)6Y$2yHxi2B(hV&mJ-Bj3SQ$16%L2XjOj) zKq8U+XmG=u|GMFZ_xJT5gSo00YyF$MF<-o20=L_?xJ1q)*sQT145}k}1c0W>uWkZ5 zt8p`mUz`7;c%`4-Sq^HV!GLVFV6hOaTV)X>J=kye?`{EJi2vuKCyHtxa$U~?8 z!`qs4Zo7<`Vo^Z=*@1!irK`E4;UFLY`d4-GXsOj@_cSUE;-%#^bkNRqJYJ|wfAUJW zzz(>DTf`^a5LU(P0O|7OyNA^PSXB^5O5G9z*%~hn0-Q_Y>-Dq5qh78n+uSgT=V}9p&;rFRfM`|wwqP%PyYrHkwMU?)ioD+};D+6<~%H zJ>9&Ix$Rg1G<5JN%WqStGf+kE5M&|?9wX;39@wx%Fi4P~Es_}zq>TS=0yxVhZ>H9o zS2KqqzOFZdd@HXHfE{_Pw+eH8+(wx}Tp3BqXR5_+Yblq(->`YgOAOR*W{TQSdA5A zy)@AR93qZmZ4JKh#G3Q#F!rLsKfJqO-l_U#LN)MihVZ>MCYu*aG^?x&`DN>-tIVQ! zIijBm%C@{72?mDbZYQ|wI}>mwTqAH-Nv{K4)eYg*6QHo?Uv9u|+8@kj(i>1xlIw*i zK(g5U6|VFo-e+$0g*9p{OYp81&Zn0fKx@&~_0Di;rw6(%h-->_1lx_~W6;T`nd1gO zYYT7u6D}_ZhvC)^{RR`4{m;)9ee`SC8T~4tjwh)gp!9uwG|c~&fARTPnXYzCj^OW3 z;?7{6QEH3uG@Z)qzKLKt$ikXYPLvu#p8XLZN*Y!9D&Nt(RL&Cym@HhNAi3k*KrH zuiefdqt!|L{pRB%yU7PfjzB6cwM}f?XQ#F-*G{n%-urBq)>#j@e!%k@NfI2~;wmcv z;bzfCBaj=jA!qlqB~LaRe@^{tg#l*>Meu0S0t{*I1X(8=h-PGr34;Z*L=R5%9tD6j zZPhk=wK9BA$IWcmFR5$~<>ydqtyrY~eoO`V^y~kT8Q}L&3jvZm#bM`+^Dc+je)~1W z1!fj;BQkoc&Y+**_X};Gy*uQ}Mw@S>L|eQ)-owb1-7IzcC5T9gHKtDL0K}t!L6hvBvE~Qf>1f`J}x*MetQ0Y{pySrorq&uXCZia4t zXMDcT`#$UU{^CDbu66I7d(YWt@BN8AVh+X{k6})NN1uZ6iO-%r=pDd6L`R%BPfg9; zq!3=>mvE?@0|t?xcw?DP{6rI?gQgndmOZdv6!1F$QaQtS z3Z`l|@#yZnZvJdWXYV=z{Xe{6=oQ@boJZDsd&JU>kuGxOXF}A*?^>ZaEvoOCnOf*U zE5j*~gqSmprcmoneKl9G9if(gpOl3Wl_E!3X0;We%I!!J)nCa=M6O z?AN_yHae9&wFbKd*%zP+2evA%!5BL9*KmHbWMDA70%PqML$5ajM0p}INeQ+asw>Y(?=0GYXJy!IQewXdypW`E}B zD;vVE;i;hy5<1CdU)paTn>R<;+{t z`vW%fF{(EC#|n4rx}X@J4O%`$7w8NXj@G~gHh_Eg$BLOz;SElw;L@uTmC&P zfrW?;Bkt%-)d9Z5l%c<+j?!s7A^lKIJPK9E;C&WbsF2=g&;FzBMV}5?PE;I*KXk@8 zRRG+b-o!q%BaCA;Zf#6=A;{20Sp+(WoK(UdYdCmmt9iX*JA3KK3)fRSOFlr%6$-E`SS z<^ondfy4FAt?9mSr!+_xXo&v3vv{K!@~(JEFGRpyheHYXOEKVR9CnP(phy#T-ZUwo z*jAQXQYCUtujse}y_sBsNH79m#PC1y(J>CQN@Op6^A1rO>U6dejn?;wiFzIo&+dSP~JhN;q>{nWXP@~(ciA@a(~vNRL{#U zrl{H?9P9bGWG$TCI){}5!39vk(!c!tkals_jy}fC+p6;*19ph^{kvVQ3?5mbs>FON zALv_5aOD0NS*PHQ@gNIP`9Vsz@J`{OXe%nS`Y9j<4DNz9)nt>W0LVOpBB*%s8=Yy_ ziQj|LPyj71=qy>lpFwK$En)LPSeAegE^JHhOAxa{iPCjDc@&B|*mmMSA3M~59-S8o zy2Tl22OLkki;s*IXg{dG7}Ze8LrZZRHq2E7C*VOGCeTm%l^Ofb)Y+G+G5NbGjo5Ao z)zBE%9%+nJh9utsy#+e@ccgUynUik5gUajmFD4tW~sK<0MhMjoqGcR zv}47+=*N^Ao2$gV0Lew`I01}Ue+xRp{Cw_DNdensaf{16So}of_AL8{IJZGhzOMhwy1?TlB?-TfAaoiWmUVa~xmTfWMr01yEgZowD zjftdsJC{I;F`tQ4$x^H9gH>_yqnd*y6@n8%i*M3{*?3CJF+Fgp!SLuYvIY2MY)$_* zd71pPNa6;v#GP-n|cTf1Y$cm9aC2Z4vmo;lD3 zb=8tdI6F41hY|Y&s44wbwY%ofBhvDQJXlx0{l$7Ks{p3~|sqxf8<1$w0&vPEUla`y{o*yo1m_ysnOtwH&$h)vHcFod}YKUtcjG>=OUK zug8Rr%HRBCgkm*Yhzdq0KCLjs}#yTdZKhnbCG>xfKHb*9^gJ!Ovv!itF?Q# z40f~fz}i516o_V+KGK}K;38mG2Ml+`w1Te{Odvkj_zorQGuRwTAfQb=~KnVe#v$uxP%Mby!k-xPD>pxEh5&+V)u33K!cs^zi5qRQ49)FCC&TDhX(%lo zY|F4RPA~Z)n1wbl!%vLJclE$jzuA7)bgw*HC5mGM60hCtu!N~>*!;n$4u0=r$Urog zw9KN{sMhlD6pRh^EC)O13-WST3G`&i=dz#8R!% zv~)|3=VeugpM5+8EX4=q!W(uc-Q@aF%^y*x%8loLe|ZrDp~5vCSaeNaLPNOP&i+hI zpsYDnPJ&Q<&QV@+o$u9mV}4G3^#!Qg9xA2HEPhVdnuy`mdG^pz*Vyc;Bd2dRfpVtV z8IKiB6ZpiW3fHqr_kE`QoZGYg`Q4P`hLbYt2UkXO_aCan-F=hHA6Vng zn%;6}?hN6%+?7Dw;=1vP_Y{w5aH3S~w)J3Em^)`0Ym(gk{w(uN7}cA4rlL1AhSH&g zz)-e^Li^JLXU_&FAqPg!x`Sq?&b8`zLb{*7&~6#t^rv(gj3W$~$BQNM6%(VYq+h0A zUwE{|X39mg89)Bfoj|O{%xG_W%1LHD*`+Oz{RdnR>&0iXTGxSs8!FoVs4p}V1;Hte zWAEuh-&~x1yuP%%-lkeEP{SM2E?($8DYE~Quo)dL>m$`zK=aHL5UF^;;QPD9hAqYP zV!k(5*%xs<=E@P2+^7R$w~g-yK7R#au)WFilY%e!hudnRd8yR|XW{EIMgmxgZk4=N zw>^J*NnZbp%u+Rao*sp{=17IT=5SBtAryAP??}=p!|3!m?kn0r^2-h~VQvsZaL@1% zJ+3>jN=`!l2^#OWl>%B}WV8)r79neWE$%CPqve5xZza7_QM`u`hz<*l%zK;$4cT+g zzxI;q5xmZ^5py9cxqeC#?s+P+>ZH<-E%a|Lzy=x2Gbw(SnUNeeVvwgnk($I?<=jaN zKkqa6!W;nA^5C`F)s6?t{&aV)s!a80j9swGJ}}^fSI2l@4rHo0pC2l1YPa+nn21BB z*9!NshbL1nNfkrH>fulmHhuIDX2&jmF=s~`eFW`J4SMlhOUpsdZnZ9Nj#t~>s<~c} z_TwNbBQS6o9fypnJ*T7~E$%Lz{0|ipadpDtpU%>`;#Y}7M)a^3Ks5Q)!_^W2@-SM@ zlWmmDJr&XOAKf<0KRn9;fg=M{^lTJq9ZCgKL3i6aB57>m)nMOc!r^&2Y3j)a0L;Wm zLl-vfCVToh{bwJS{M01%p0knT+dPZ4k9e*7i{fz{;yKC$ft8wKZ@RcPc>hwLOX}{ za~;ZfF=+?Wp%mfb(!HXuVv>zH?o$rSr2%K=Y}#!p_*>kF*?yK7=BWB{D!9OXh~Fn; zUswR4XxJAIW3vYxSn!=|Im4zf(yehA%0`bIL15`XL@77_aM zjZQdI^6_eh^Ud~X6t~k+dfJ>!?tdz~q6O%NSMB=Ve{h>)QW`I$U-%=JoXRklJYNvg zY0vkJH|OcPn=61L(4VeN2=U4kpOpRlkTYkmcl^nV zxMx|z0}(ehoNv^L(nVDa^hJn6AzB4fw45mnH><$xB*3_k zQ9;0CUcZC5q7}$5S8^bX83x8L-yK%EtNY3e1&~7D<2!GW!ZOw7tH24th$Ef@!+Iyn zr>LOEu+1f8P8uR`$ljq(qu~EpEiwBw_kwAs_OH0j96U=5cwdo#p{|a1zc*EQC4MUE zjUMz>4;La{SCGnXCzE1im8bH*o%V-rVtBP?%o zj&05%N!s}l436e`+>N?9w17`cyYz}fBaa8o&>~W-##(ZILt`jIQK(U~3G-8$n7KmE zyG=ZQ(eJnP$4?#EA7k=e9;>Nco*Yvz^rg!h@BJoa3m6zkq=p5@8T7r;F1CW4X*3Qk z*f**c)o-Q~hq?-IVZun~u=*17iqFrBTt}q>cwp%b9^@)_sX|Z&T0Ufx(;?jbF{$AL zdvjR}F>##QwkBPtrC|@J+aG>A`IE@grB_rRW+ZphK>bqVhpO66g4Kk0ty%tEl!>Xk zA^o-rx+y6VRz|@J#i5 zl^Myl^`k|(&D{T|0Fdij|&`VQvMhCQt*X?gP)BmQ5mW?7=%kRe ztoN-z41g*-2A!?X`n~}`X02=E3p}R7UF+qp7&gA3o&P~IM+YgGORX0$++g$I5<(z! zP@CUav8rCI(fQG&TaBYr3$4O*^3ypVf^yAfHqp}NSV({e(~{H!U?Kb zd7)$MrbR`=?!C2v>4)bRCpKQE?>(_X=)h&zpk9kubPP86n(sAMeikJoY?qk#N9Gl{ z&8A2=Hm}QUDmXF+;-NFD(R70?t zH5gRb1HB}Q_9JmgwOp0aFB_lpeY?$JnMR&n=DXL1!lQL`_^Fi_bgJnqbf=wC%BF=} zhAp3h0xyJr;Metp3atL}J7Z0q>)a7`-EWC$A3EGHACvOqfgR$%j1_I#m#m^*KR@CT z;4-OgyI#TGDtd^ZLqVmT#WXLDb8t-0KF(9S0@_rip&mFUrFN6~4N z+Cb@S#XMGcMgBWyzH!V7-rtujSmn;-pqU#|IaOXz_D0BqjN)VuqjRZIEuO|K3eb4g zY_LiWaS>5k+CoQOdOxwyMbW|fxxQ~uPf11VL#Y$i38nMD7gA!_A{xhK_zCHwku@?& z!*mq!lXP9@ayIoB48~%IoZRyM=iknlP0)%Is{gELRS+mUyl+HE_V73`jvQ zDj5OBWZmkZ6pcEq=UHk6VHtf=;DNNZ zKes2D9%XQQ`kU4b4LAF5mE==!Zrwx#j?M`P)Vc9SAS`v+> z_JKTwKV$ZkN%M>0oR10$J3vn1hQ~{UW9>5d4fki=X#^IABtH&;nKl+rOVg#$FE;yV za&IlgXka6!!>Q9{Ytj!trMLK*3fB}|QqnljN?gr)o(^vJ45*f9Qekvl`=%FHp4Tlk zESOC~Df+dc_aj6wVkkJ@{{Cb`?Lvd>8 z6I(bw+Ua4YKOT%E8=OSm-&e?{E(G=L~x#lAyNtJ{PWvI6jK zlNR_@sAtia7&L_e8lc|wbh3=BESudxtb*Y=>&qNOcK!Ll6AbxGIW%S!RA@8K%z!bk ztWlm%eY7?sVs#>AD(+RfW5rUm%Qvl7!;sUjp58m-Pax;#^n6cWg|Q~_FyBm7VEz8` zC=v}}U9oj$&oNVt%wN#kswDjb*nr#iDU;nM{Fk86zG8zt`Ge|UxAr~udEcB??~|Zo zT=?x?Xm;+%t#Q@RSJtN|uUO=iM_F~`{ZF*HS^_*y9rJMJwJwj!B_MR1jKF>Nde~I$ znF?)6RG4~ed$5&D39O@)T^e4#kI`6WJ|Y2_3t4-=(q>xQLVgg1|-GIlJe_Dp82q z?nG|Oxgv$DVLs`*HcGi^vOGPlvhIA(a;jQJ1`&CU-mzxJkVeR?s14V{SUm*yxhtl) z_cHA+e>r|d}B1M z{BGX$5iGku(09lW{0~D7BqhgDuOXO{{^H^gfe!>p*TUH@9&|FhIXI0XE)fbL%!8{v zNisH+S==7;o|_L9-Ev4D%RPPGsF3yLVbksHMt+m09ULyBM_b$UxSwcXAOhkfdy$@h zmdnQd`-PA|i_gh$puon+_*FP0ktb7k$S8NbrbbHix{W6X@v}yX97gJve!FU=M~%Dp z?rSwK8lodPcw%#0o5m{MYgBv8W=(cP#k|ihq_ARVI8}JC`qhJAhv>$fm?WOY*{x~; z+-6D0HOFk(13JYUr7ZTWm$B-x3A_=OGF%h+Mf?*N@7sdT60Foh^bbqAdmg_Su0~b79a-2?(XsBYJ6u+IIf^Q6TNtr*#b!n2W#^0{wXSn2Iqhu)dh^eeqoH`#0ooB1%&0ny;$bJ~td zU#6#5C1PbqnJTR$VQ+k{sY=F+g4gn2wXe1ZKQ-C4CNHYyin3UTg4mC^=7V$NjcSRb!|_~SzYF!r7`_8 ztUd1RBmjy!XL*IrDgEYGsn}Y9QqGL|g7plCe#31i0U_y)cq2UV5_<3Tn@+#8WNz-< zu@XYT;3|ds`S~?lB}^K4WMpcu*ns{ImISu;83##@cjH}D%=^!Di$v!eX-a zwTXOBUG6g8Mye*8L@IrsyDD#FWQUbDGG@+Doa|_f*<&NN3(CHI_3P>TZtiNUO>Px2 z;~cAz{zSN(>`C_b>3(N;V)_7nVZ<^IT!n}K^D{b8jhOGXG!Ke~-<<6m{h*r~pkbf7 zuhZPS`0nS~3`NKqUq>>A>=J&6z?E?P=F!?|B0p#dBv#x2F7;xoKiZ4LXOFMx0o@~}u{_SHA{C(xj$D2Ke+9mk{IP81cvkOw~5mi=C*ME(_ z=V8BW_o2Gp8Qiz`I-Niz>rF#zX}(T-!WWcvUu%pyr#&sfw?FcSVe=L4=Df<(H?Fyo zfy&>T{(f;{di-A3EiSey%BIR*p)>B*c`|dWzq&$ee5HO~mPV{q82WzO6*#=6-JJ94 zT4?XswiVIJk1WZ40B099Dj+RcwK(N;_OMiL=oTv6cGzh3%`adbF;^9u98#MggN@Xd z#j>&lm7REgDqmTW&OWbW4_P}cNfrHAAzUqNJ$$qr-#XBI@Z?V9{y=2;R8O2nvQA`V z*;NFw^{bF~&lSTeH=-Nl$FTCa-4F87(o-1bx_n(ZzrCS(U51*gN0CeCO8Uw4 zVnbFr^k1M~!9d*&ad@XV%K{-Rd8ac^Azt&LkY~`{O_EodFJmBeJsRRTk&vy@*Twqw z>S|O~TkIkLK(((YOsS%r_d8L`qmb`v{E9|ZO=C(dJaQ^%5; zU)f&%9@UX8hIU97j8aldq%h}|YyRNskQV~^o=n*C?@=lL7}@1+tR8)z!!^3I!@#*s zgXfWi`d)|J*-~;XGn)Z!hS2`pJvcgT|Pa@-dwU1(2uIKkoIw)$!p}GHn^ezZkUTX7Nu0FqS&kj8xho~?0gco>A1UO z_rpDe4ErH0*y07Ed1uYh+<56*;5y=nCtvn@vL!zMDCtqt<;C3<#BKx@me*1n?lT*! ziQ|H}2H}aB{Xa+HZItJKXzclKlOCw#($87n28{Jj>L*u8<2+P~AptE=%?&;dXR37# zb8qTQHqyF#RCvIU<%#R%5=~Ce3LM_3s_j{Ot zmBlB#@LaN)@9le{t)8uCvS*2(ztp|9f5I7viimiwobXgaA^6%Jm;n%!5;5C=MVn!o zx9(Z{gl#v`J&zohg7bdP+RI(FH(bC^k^8CXDqx|v0ofZjaH@q|SXf7@w*$^R6OCRI zj{EJQogb0H5n_`2?e=SWPnU&R*EjiAp+2~s#)Em)t0ca)8o+5bdiIERu z4Uc%9h6}@kM|$o7=`z4Kq>6N_q5)Gx@J(1)m?S`=E1?8Wg!U}%Ft9^G= zPM&B4$pI0SXL_|;RVgebnNk9vYyW4VCg7vpfYvcCkVRtwIBf0deOoWnso$V^#0YQ| z1}fk(0YGUKdEaY{t4pXgnAnzM|1NGl2W#pt(8&w=kC*lrT*ZK!;sZPoT$hcn-;%dK z6>yUa#T(S@TXw4VylyZM zAg$#P)Ng+GLXc#(p$c=A;2YviFy!<{Gf?F-fuXfDmOAk~=#K%L;kzE{*XA4QS`YH| zVGKJBrYRCoBTm%pE4r0mfL|ZLTjmEYcQ4@s`XmO>@(SkNqx^g?#P?*%oEw-k#PT}= zUoP6{#Ltn?$M*~+P5zy^fmBQCil;2da%;b-oNcpTmNFU5)wFm1pcMvRfDnjbU*)CFLg^Khmi@?6$oz{rvb_Y1-H)B3bI3V?rsqIX4EL+8=Oee``FXCD7I zyBugm1h@R@D&~oh7PogFJRkiQ42m^5KvGd{@^D6KNI&9H@O!t802!GYuuyJ1o%76n zRYX1Kb7`ZsvIMtZLuiO^) z-yvgx8=@5R|Fu}aSJ6OPru*%KXLye>T&QXcjcBZ3Q;MYKBm0^oAKP7oq>O7PzXf4T zZY+op2eJ}-ys}dSI9B;^rT9ysp-375Ss-!&oJvE$rg--#m<%3#7sYlCea@GzD**su z*oS?3ADsHVDFMl7B$(ml2oaLTg*rsq29_IX+r!|uA>goEyD?~VBL>0@X=!Qn1ZrTI zbvv2l))QKyRd5eEeYX+Nfj6lEogX#oFl3{iy zKzEp#roW|()Ev_ItF{8@7|aR}t0esc=pLVJ3h%>Bz_(D3{;BVJBMkh?Z97$gtSfe{ zzmn$P4l(3YuI64(-Og9yiAhNVL6c|NM))__iB6LDcJ#|o7w&795b#>Uoy8fpawgJ# z@dL8M%Wqy5X2(LO?^uR;KOl)As#oYq2=tZX@5#`Jc<^Ep+z$c7BOI^{7(U+pnyrWeP`}rq>o zVoLq~;{Tsp^M`QlX6bf;`Pz`U3}C79Q1ohFs!Hetj9z0a3KBx}#+X;$0`a@WY&~Bs zN*pnAcy>YXhj;^zmo`ohp1uXS579mKF7b_NsDC&GV0fbtW+~$1NRF#~ar~PA(jgN9 zZ^|%U{BOumKqiI)_+FwYDz@0c+4%6L$TmG?h=vjNUsY%E*&fhQ7liSFUVVF``=RFh zJ|JUmO*%5~PbsUq1ak+X!OS=y!1uU+eo z?Xgjy#dHQ|C?M3(P(3r*UscbV_u6m6GMN5YFCi%Y;>CsAKK=eyiTF23ap0Si&HC_~ zcMR|;=}Zpt^2XL?a@t-jMI$+V&o)SpBEfb$ItsG3^O5rE^4RVKe*?#XzDEowkK))? z+)<)LFd^qZ^4dQ9NYC~FPF#VCqI^{#0P|8>Zht`q=6A1{y$?A^F#X}ifS0MJQtX@q zIJbq7;>i7st#y4w1w!y=QRP(J?KynN;obc%rtDGtmtsoCiopLP(d+$tBoILvx3OY5 zQ3>30VM1j|^J}8tzzm1{(VudPH;{z78uC9gO`a59G|8NAo&)obUrzCE#n|l00F}oZ z5WOti*wP2~g;DWd4rMe*hLk19h>+Z~&71*Xgb{sYKlyawz|?O=4p?w!+5Y_ms0h)n zWewy9NNn3jw|;f{eWfb~4S>%w*@}txIr)G&jA5SoBOcrKZ2WL)$kl$k#XlOCdSHK$ zo%K100ZFoy{>i*QjSJJW2xv!<44CWOn(*gp-nZ0X&*5FaKC*xCyW)D!=Y3R!0Sv%`74<)qSdjGotP7meIgm0XO@rsnIJLj^@go+ZW?9R7{$;WYQsJSm)(298EHgnH{)I}KSVo*=0 zp#zZj;MoS(g0J*(*uWeupl=Nj$u)nKwcK3b0ePh?m~c2o7e}zF7i`)S_iivlViW3f zJ!u@3hm`>GuSIZFy|qU_@iz}3W7EWb@Z3q2P^i~mfIcn9&GA7g5ItOQ=vL-#Xg%8C zMZQZ>uvmZz&hTg@*nZhrxL)ml-@}k#UMvwP-Zx%idx$BWa#Vkl{_D!(2tHdV!z3dD zLb&vi!ay9*FI#y8-5B`=Y=)6QZeQ}IiS=q17(P!8o=(f$ipU7K#s`Chj1hR$@DDzs zuaM>{K~9AVFz|`;<)N5OrOE)(JrDgR53M%7JqgdFA-S>ZbDbn!%dfsS$>|jVlmcla zlkNuCEl4FoLD|6}AmR%8hXu$TD>l>(VyyHLdjj6MdL=(=|bFV1956c*MU z)9!?{(2Ua&rvVTvzIHnye{-TgWsIBTm5SK)2f!1h0zbRFEuTFE>8;U9T4@Ll#Hz*E z)_(aXKmn_*29@nJ^xWa2Stt39)BC~gCm$Ud<@IWl`}=CD5Wos63;Rl%9XV2g6bVO( z-Mp573>+*pMb==4-+Q8d>JCzfvFSU_4;GpfzOsCKn;d+OC?o_pAvgs!Vs6aS+%b8~ z`!$!ArZGil>^Q)y{s}IU`~85o`4Romp*0CDW>?vHxi3BV9=);bA$8t*8_|!oq30iMK>(09t*-;&uvZ*BBk)xNuxiX6D4$r? zoj<|iSv6!+o%-7MDTxKFK_iwl4KhMez*SNhF)6YC7 zJ_+7z#j!=YQu9f~q!bSXS_*9|%tVB8kCmVl86fE|idFcgnRXxDP!ICKh1YKCyY(w6 z*(~(6g_%`gIt|WR&;_FOI}nGymPs*ab^GYO+_&h~X-I>Ecfw`Zl?z{%`bATs@M z>xo`obbr(}W}Kd9Q9+*v;E*{rB0 zemgl_#a2J6$z@BP8D=Qvd2cIaJeG@y&ij~coTPV8>@B5Za*M49neDb)wqozG)$5)1 zdbWuZEff5|Z!$mKg5ne(c<#QZbKODBRzj;?+|7#jO3KSP8OZ^O8^H6Wc)8+Vd-wN6 zOaj!z1euV50)jom5X@i!g^apn$m%?YoF(*wS(=v(VE+~@7>Qp2fd>LKP}tT*J&tnw z$mz)3-ljEdx%%KW&?K7;(%jqEL5hI-YoG?$(8X=D#OJl9g`R= zw^5Myh%G;J4n=NsdVL8<2~$Re$6d!(9i^c2RoOHFhNKOCaPVowxV9&p&Vd@v`7Igy zZ?`}<=+Newcw-DID5Au)OdtQg_R?Zno7Z?A$u0V-=C`G*GWv+`S1{Bm@wcGyNStF&#o4j^xEooen+e?nu{Jl}qD`~xgF0A%fK$iP`+zRQ(AMZpqW>A7g1v1If!go%29k+hS~_ANybAWyXY2D3 zi=8hL?~KQad-?giy|$+TNou9&T!Y;E#eSg-ZLS3$cae&E%%XHN;pI_f`Z<+Fh(0Kd z1bB>8z)3XzB$nEExqybK#dh|&7Hd$4JfAF%Y_q?~W;dujwE8_*m=H5F-CoYGir#77 z0Q_bXrJY6X92CR3nrT3;nENdLgQIOTAOA0E8W*4_$+LCfLaO&XQi}mO z8zuL0gP8z|Y38~W>ZL>5$Z+A^MeE@NL>J&q&;>X-I0uIoRe{f9R00X;C=0Cr@ zk%{YgXV;6jy_EFYoEgS)>E^5!*GF~cWfUMoVbwy^gsU;zY(s&iH&hNnP##7?U3k2`HlNcP~8y(7B=L5iD&|a zJpGj;Pf0^FRg4?dxPs16(AwG*BS|TkP)KpC@Yw1B;|wD7FVV7Qr~70_(1lFwx@mOL zr$iR1JBSYtVRnB^Pya2QYU%{&*aW(M1}I*oK{2y7^p-I{cTjiklCRqME9e*;tk*eKm*{NGxqsPa!oc&7wZUBj zbMIz?%I(1g*}Vxkbwe^;w%A08_O@?-HaAVKRu(r(TotpDj%B~r?Lfsqya@gzSZm?0 z9b)eOd&^}jjM!_f@hSoX@7o#AlW5Keq z(s01iOq}QeDTDzQJw69gwJ>7|#C&ujz67@dJ{*i(`XNgRF(->V26FjitfS_IK^j#m zTq9d=_rq-lYrQZ=cBH0M=|zh#08fDFe7Ym5N+|!z)*SMcnULV-ILADs#g(wf`?YqK zp>^Q>cjd*vl=EEU3DKUx^?=x#<7?)`vTh1 z5qU`%=$`*dL(MTsAjDiI1)FZ1+;O$QWj9RoT`70~rK^36f|sDcSH0+>8(wVpue9_} z6S@8@#&UgB0JiHtW?8!bW^RBQctHZPH(F!L&Re1>GwZa5Ft#|o#ttTcsC{G9eN_~+ zoInJ>ak}}K1y7;cf zMx#O6&E%yuGqL#@(%|?&&IDLSW_npsdNrsOX6MdbU$|2xHq0U8pTxZ&pw6A(N^`3O z{e}_>cpXmsBW8CJ_S+ldkq$utfE7kXGf80rQ*?~m-RbbHp_*2y!e>8ThR12qNey4F z;m*`~QmFXy!4?--SAVH&&5Rwezowt_4KcsI;4>7-eXDttmlIPW`y^Qk8gr(nUCi>L zh144l0%Ma&s_fD@=3cm|uXjD=9QXR?652S(qzd|t&buHm#{(|nrfS26m)nf^R%eRE=TX{%ZwEI z2Srp*Uu*p=D+lY65Wy@^*g2=eV@=>7dcgAev5M{G#lg2gg5*~tW<5a>A90zK;tIPA zbJFrm%b>d)DR#Qr&RBP4Ny1Cm6(p|yQ4C4T$z>uXLqm-G^S`IERnm)<=}oEvfP-Fv z296HaRO;{0qU`a~JXs0hAt!ovbUNGRE(ecFR zn2kQ>tkxsxqg&cTE8jtl@!;W1Sp*3IflgNTT&oWO`TIW;&=4e#{5|6v5p<60by5?P zi>!~p*O3lLhgOfyX=Sr&=6S}hj^dOicaH3I4l`Avf5NxApAkXtI~)KB(l_0zTj-wt zf^+_`*iE>^??(^6C(khQ)Zh&Wx8xWy77c|RmkyEoWe z==bYsL0`^lSZ@LNUvg^V0XzxNZAtWQ`@PT>SO)xTI1Ew_18@xX+fpw8@K1AdB>+8H z;+t_#bO9`TmHs-_i!eRV~=GckjQ`B8=D)yS=X+;Y%N!o+v=r_Pg^{-%XQ}uuI1Dq^Dyg)$9_k zlf@`{8HGq$8x?bU0P8j8vIR}c9Si&S4M5(8=uK zJZC#u^i?ejX)nMx?2Qa;{G8ljRSA4i(iBok^lAvm*)*S0Bn}qWZ?f$_KUjOM4I%sz zQgeEm>}U^x(v})w3|8BWi=p(nr=Tny&}t}qh20^A(4KJD%p1EqNo3@PpY0LSN+%Qh z_W18|Q8>e5ZTkC2a}0@n7XZRYc^q{=?-?JvcE^L%2LD@wdLNOSiseXsz9n z3kE~n3}!`aX9S)0=4K<}a?Mr;(aoeO;z$}&9^goO<>Ao za9~6s1O7$jJ8XA$^0HG5u3EJ|)1j^UKBYmC+zPNnBfC49#dr$6*&J% zf+$q3FxqZ9Lj==#;rpIb^9?z*ir**pcSo*T_L|_kR7Su<64Lk_IH4Bm#x~p^15~td zJg&yU?T$nGZOfe0xV=^j=DCT+~iE*Vf|tf6JM>x%2h*7lJwePh@HVFrf8ZG4a_}g+kr%h#tXrq`r1`g`EWu%&G(vF8yqfgKzCM{}K@?k!%>DAs_u% zax&dK6&bha_s3G|mHw01+auQC*-vN_w z>(zbsup)_A;^j@3`G)NS*8(if*jGqgm9KPPB>2f*hS)X%tI(!`VfUn_8PoaC;MAHY z8y*iX3w}N4Kaf*WdnMy!=mxqj+TRVSge_vuR;T!qPa)+-l9X+{(xadJXfj+0#~CAH zUne)Y?#&-9NQrbq_%AiHi+HVvTWeJlcQ|0)Qr}xn3{cR77x3RfJZbYoT>CCwQ<$V1 zv~Hz_q$vm3**V3cW$6H6=rxRxATDl{{(hgj^R$h?Nj%m?)3ImQt=*>6)>- zY|B2nz;xi$n32Xq^-xSZ@vpCGrbVex4Jr}&RaE>2(_Q47sJeFDiVen_0SLNi-ukoFb4aM+{ zFi1F^nWViFc`2Fptzi6-gBKeN?(yjM!H*C-YDgc0_4q?9t&%2)CcVZ}6meT4Nm zRF?2I9!u9%6Jmt9J{)SLqVnj`Gn(V%aXc2c(RCeHXV71QucLG(}nd)9I`DfZZa=DW>tf4TND9v(5U~@;s`Ur`vhi%^zXA$ z!u(^AqAB7XsxcRxr)JTW*JvY>rKih)U#|`JZJYn0$7b|%BCg4Cj)_tHeNt>ipq;cW zg*w@b*KzGLap=TuLW#snutW`b!QTJ!v;s}1Q;E*rCVA^hoP<7j@iJ;is_X#m%gFL^ z(+q}ei$l&&P{g4dNaFAKdjx9``TLFeL_jTI&|h977wOn4pfK~1I261D#c6~I^To9& zdd3(m9ezYf0v)EE9wLyKXK$v zfD(>6m)Q6GANQWISXgoidphfgCDq;qktEWO53n92f`Q#}&A1p6F#e!>=kgC;1nWH^ zA^S*(I23b*{%`B<)C99tC%H~Od4Dmnlq=;$-c1Xh=ER-DJS7@ZS1xTZ$g%vH(!m3e zUE7Sq_OLkqaY7sA2kNm2XKx>)Ws!i>o44sMa+@C^+FyXam8G4P&J4Q;$Ht+Zr530{ zjh2eO!xBH0$xO#~V4<91q}l<8cy8FoTdils(>TMQYr>)mPX3?oghu&+ER8i#Qxnh% zAev+bw6B;Qd~+8xOR($?f%1kiW|Zu5iqv6hCPB!_Dl|bh)u-=b!@y%Ho`ac(`2svw z0%Fz4y?(r5(k4-d8=_zHPk{+?g#42UQbuAI0p<%8K`3Y_C;8EW8V)eI*N!!YyR2>l z%%vHWL?VFg5N0O0!WQduKMc5s4J2G#06x{)|{KofR?@S5U?-HLQUjup2-^XEs>oG(A*VF+&ir z=mM%!7P(~1Zc;qfCT}o2diZD>lVW@cqX}h9_$VKwcF;s039zsPP(A|E5aFLG zXbJCVf%R!Q*&?wI_Sw2R%Pl91-d|eI(rG@zt=25k_*Pd9=iB>_f#7esVu*%K#`#Fa z^XG#l2a{SLT3inKCP#WO^Vgd0FCp!a72j0lFQ!Ch2mRP`<3KFN$L+hrPu-W*Y;^@! ztA2X->9&37##8AxGjsZok^mS*#I9F356YUv#6+%NxD=B&c1O=T3`M{R`;DRpSoO|g zo&t^jDpt&fS(>Yj>4y^m75E@ivZx|@^Dy5aNIpmY(}RQNs`b5XU>dtDzc~vhgO9_+ zK()LE_S2o8eIZ~Rtq03Qsx~K&Yd^nZ;C_jSh$Tiv=?`rU4wJLIA~p`+k$T*o6-!Y< z9$|}Sf#by?E%B#AF(wIApSb5NjMF-vJM}}{$fohV?+20gKHE^Sn;;rBbh5y0R_Ej( z5U$wMgel>~;<#fp`U{9L-*fVeFgnj9x2(MbPvN!GB&Y>)O^i<=9N4|UYW$)ny2!w4 zn6xLf2v$QD_yPWs5{E6lP@*0W z&pN)nNGgOQisPdg#8`Z>_u)udl%N*L>eW?g7@%PPCm%xaC!Yi4GEOM^G?qEA3){2Q z_ls7N2Df6HvO6JMC2#7mBUuI z@-NQVgl@zwar#KiS=d)MFHiq+o69_ie96DN&{L5jCrJ~|3WO`{?*%lHz9*|qLU-Je zaQUDEvF6ji-}`|>g!c~;0H{m56Wt!L+>Pa;mR5zx$awPK@A>WcNsp0oMw1Nk5BVkv zRPJm)FOwc;ndSU17akp7o~XG)R-<`=n3SAIMR0@)+w#ML5Xcw3xqZbCZ6|CmV2@=z zgv#?eo~bWhwSlQG{fce#sj==b`KeYIZ-%CgMy8sKXiK*&1MxJ?jAAXCpUc8AN z%xT+wq_8<)v6@1#j7Va8E}*h>Td!9iQgl`aFY3R_$i+LkK9?G7Y5$(;NSg0_=L;x( zy)aCd?8)UglS%Atzh78T6o(b^`_I!8Y=oKYoqrbKzhyHrn;$6U7QmN(sMl6JIw%Da zq+KVvf4?c$`K%7y2Fh{i#Lt@2s)nt?n}3cUDyL}Qe_9QHne?XlmMcrOpRW#`K{1h( z`=MTg(%<*Q|Jyy&k8o_S6N_4z_ed|M0j62u@mXL`BKH2iSEx~RpeXv45(G%c?>X5? z{&jX{Rx^d+my*rcY#YfTGd%KZxClcRVoiHb=bq0hLfDG7z=7SJO$N(b>1{Pp8`7)T zx@=_$;p?>ezr4Vq6v}jr|GZeh%~Lis$IZ3sgC#f*xQ)be(6Y9c1#phVMw-_8!)}cb zCVEv#ir`-EdUg3{EBSP>kGrnI_5fT8;@{cqLr4>{m zrE=#QeJkRZ22)S9rbWnEo)k3mAlMyES3LRu$%GZ2EA0SLiSX@yGz%~Z!XC{zI9Fy| z?{kn|9EBDIQ{XQZ+|XZ}(Y^;+*jyi}-B&8R!355J{l%|EXKn^$U4i60@R->0TzogP zz{f-0$xxV5Z2yOv20|Hdp@ag_l=(=fG07z)GFgYDtgqZCYQ=o2?9ND-H|Ex~j z&gvL8dkT>LPez}`s*zM}kU(S_d`ZVbB)7j4KODWkxU&;4K+WR8;@BplKf&=rmm*5` ztp3GvKeof^$aM+MF>0B$2Xgf5BI^CbVw4a>HZ%^MyHAZOC*gKB(g~poRQSD_I3W&9 zGGbp-h0RFd;5q7cVR`=u>$$ytP9#3|^!`<+O!|={tA_#P{{HPn9;^s!Fsky#yFAx~ zkD0_&Ka#|X_6l!kA}*OlYoUfd-ivTz{HN$~0*$Hyv^TT3JKwN_nDS>b@9Vj3h!WdJ@t#}HYEsb`^k1@ePqFZ9-hn|9uW`*QJ0;x)0NR3grEhqEi? z3(RezGi5>pD6xc(ElH5zpBrAs@yf@=ZXwT{Iny@!MQ>$54K>t`yq{LoDn=!fL2nUv z#NOR12KW0)1vSEz&A^}!KxQ+r&X%?|w2fF>s8!U?>zl0wo-3BCAgaAt(rQc3sW^AV zp|H653~!y5g}q1H#FYa|3WSd#1Gg)pGue&m2QZ!{`r!$vYw^RjAh8(;T`~!ul6Lwb zV@+nzui~7ZI}=6H$=$%5S#IM&{_gRw$ESSed3wlu7fvxE9rHUFu$u|P?yj}9%DxC=c{0Fe?11__cRG8>V#-B^5nvP4-MfC zNFI{Ls|^5BoK28);bQZePM@pw0jY*1Xlj{a9#o0t8pWQBDv%nu5b`1i|UxaOLVqpeNt`>vGY>-de4>i|K@fNy8n z%@h*bXSwx76C_xGmR{1h)@i=CFr&5SNQ?OXp*UcH!*TQ#xwbcM=sm5;S19G}DO~|C=`bW?=-Q>+ zvZ{C_N`exbl%IJ2LT#S(MTeo@|@ezq325MslgL=b`hic=BSUUnU z+@R-FN`kz<904?)XI$BzTtpd;Ka*&(ztvL)tpr8q%soE?f;mf8>9yCyLtV%1`BDq; zRgC#AkO$PV+fv|@J^q>gPy<-9K$6USjIo}zJVZ*WlF1!ED?OD64 zj+#qQz7XUCS~kkUyi`9Pmbo8S(>@ou>%@sxoA&f*QlB_n_g+pVj~ zFwsMM!Ky%|tTh#c&{*Q@x~~_% zv}KFT2U8!+ihS0MlSrVwTJC)F;sMJhSzu=LoRQsN8EW-qH%F z@8jaIB2J@?PRq_e^p!(UX#VxFaG_(yz|JnlA-gr5fq~H09ynN_hjUc>Ji>T*N#m61IlZ&1L_qUDNr{yTL49^Ua5VG z%BUG(+rE;;Q(n%fI1z|i^cyr-wD?zQ1iBRo4KGajEAz3`)PfQARhyP8WELQaX<56r zIrStYSBl00ST;F8#oCN^bbYR`n;$9p#jFrBn%q&&%&v;u2)fB~IOL}rR=}Us;8&KR zi;`RKwK#9+*@SaoQyi@Da9DqpGtUq^R57M3qs$ZZv)W|b^8#@m8>VOSyQ_>|tJ7w= zGavLUA5>%%-jwKGyD$l6CpyJs4JIl6*$=}ldbx>AAAqr!4{BZqAaNVBOD*$}ik;=w z_F5ew8vft2O5G~KOZ(Hm2aa7x(+k_c1t*dO=ZNKTJ&1Y`HaKCK^Nt{ma*OLVKUb?n zs_RFUEVPwg1e1jmF5wA#R@vC*5;d_94RtI={cNyVQn==~_=tQz!Jqbgf+UAfo;$l4oH@Y zr(X}hhH$Hudmp-y->^)a0toqC=qcF_!`@`C+!_ZarzXt{tP``6Ur2!(d7ukWiFwyc z-uH+K9!~*f6GD5J)8}itX5T;MRGCbavg2-q#$R&^j4@%|1e9@4T-S}GE#2z!UmKi8 zgP6u1>Kcp08{*jlU6~!)*N%wib?t}9?{H)aFO*NQLBARDbh0A}2pT-d7BW8DfUTiJ`kM>hgyy%m+7=Q$H zP*-VxdwBmt?lr#dM-rM_8-3-lB zh>Dn}(?FWWL)d-`Ve@KXG8u>@sI|?J9TWOGrfizi3wYJ`$UBZwwsdpY!q@x{5yKPNaly?BEPf&_Vw`@<6SZNdWjSg1w z*?UgQE@vm05GEdq8P>W?^LtWHe1b`4rHej2R=!dWvg*awT_k)udBP62!H4X@izOLp z?(yq1xWw<>zra=tB8ygjenXy9iP~WxvdH9s!;|l=<@+b5_#E?C&#&6LW$65lbEHFn z>EPhCtWH{1sgXO>f;9jIi~thVlR7)lKKgOPEUZ&#rnb%aZBi-8pefJd|WMs zUYEH>$|o;?&?#Y|R_Gun5H5Q}Zp!(2n#w0^)uRu~wHgh9W(%{w|L&{_p{X?uEQ%Rz z9kVH$RZ>9HZI{5;nUJ_p=MEjl(N+%PrzcVGjvD&TPzB95748WI?o!|3V%2aCeG&Nun#_C;}oy#Dw z6g5gY6jaW>s#yA{Dl`i8)Z)IQK7gQ)NIX}pgi5ty*l08dicZs{FPZVix3)GH{r3%| z@lpGJG2XvdFy$rKaOReL(&>q+f~sd@sh%!U&cN8kC(h)0fGUc7k2 zkVvD~1Y)72-(}71((2uI>{+TxOvPyM@uiWwbe7@6N>xXx$$WQ+wZd=&)lfvo>+C8qYH?x1Ph@Cu2I{qwXU`qda@mDmf6A#3{3V&{xwrc}W)W z#6+IEpQpoOp5PqEWWMlfKR4YvV%w%{l?>Q?Rwgy%G!!O^u;tvI0gkhCePzCMIH^(f z^qtd* z%1__o`n^_zF2f=aS<*wObF_U`qdG?=$|hJj_qsKrAo?&~=G!Kazb6{$v$@_RV-ng= zA$j!l_Gn#@rEbzXWL)WxAX|n!+Ow94@a$4%3apqljXjgL#AG6o71PN5RP5BE+gxuKzaq1==ZEF* z^3_pGvMl~#zEOug@JFd5aprUaF838W42hf(%^tCxFY>Fxz|?L;%QnMy)yk0KY}0WE zwDcZc8V@_p%CIxswvAD{Gv1KTc0(Z+>#@UhZ!r8f3UdDME?L56Mth?X| z?o%`2O}XMS=o#NDrtFFK^)j~?eSW(!-l)jAtytz3vuAAu6>Zqs_tUb0Vfyy}_Fku}Mp{uQZvN-tdU| zM$RAka}z)eYv&$2J`aDQJx9@D4t@e7PXj96w0UH=WK&Mq{M60r?XQak zrnPqrQG0ns9VB!W&hcK5_4Gx1SM18?dHj)zgiXj|+ZR1isU}wv>duXu zzf<2YpB@|I8%i**4>HKZPK`AgTD z{2q2IjCiQJMQwQ73a1nUn!frh6nreRoz3iSSPG?8D6kdLmUtopVnoUNoNrni(RV^#zqT>BtF4T zrRxYazH``rcei|zMO^S!!pHHWQ`FrzaVZ280EEUImCKEzy3B%QxcBIxMVF5GzM|8* zQZ!l^iDv5|CYrte;}oHoYX6U))qYp2RDhAgSqv4T2r?agiV68^v;kgu&Tz$|lTCJ9oTv($hI}85eaMwrBidSlgK>jxiA#QZ^bBt;bjIG=5uwAvI1q4!N| zsUqyjHxVVYIjT( z?scXyd*aj8$HO~Z@z|;DjVN3$@jtFhO96+;D(`DbWvcJL8Xu$MIz!eZt<(}G$iLQ{ zE3{MMF>*hI*^`4I=;mCYy3n;dRor9cvF}MA4hBUEB({*ow>_~`xsZ>(k%!Ix@Pjw! z+e5}qj{@3q57P$|Oq(|YGijnFCz)5OHhk>9cw5o9Pk!(|@AU4tU3tCQ%2o%UyFsy|?&Fdj*_CeptP@Uidbhd1Y$yliXcfARRc_X~<7d!p;;E`wBYr&ffvIGV zjzG_aHjn7a!iO_5hK`)K(Ny%&o*;M>FcIeyg$xPxd0@_TRd^=E+sLCQ zhl-L>d}~Ym#F3Hq(}%bgmZue@s~asEal8QW}k>;G0{s$d$-X#D4 literal 0 HcmV?d00001 From d7302af411c8967b05eaacb6216ec737fee9d8c0 Mon Sep 17 00:00:00 2001 From: Ross Kennedy Date: Fri, 8 Dec 2023 10:03:59 +0000 Subject: [PATCH 3/3] Update docs/blog/posts/2023-12-06-feature_update.md Co-authored-by: Robin Linacre --- docs/blog/posts/2023-12-06-feature_update.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/blog/posts/2023-12-06-feature_update.md b/docs/blog/posts/2023-12-06-feature_update.md index 503434f585..521c5a1e6d 100644 --- a/docs/blog/posts/2023-12-06-feature_update.md +++ b/docs/blog/posts/2023-12-06-feature_update.md @@ -101,7 +101,7 @@ See the [Getting Started page](../../getting_started.md#backend-specific-install ## :no_entry_sign: Drop support for python 3.7 -From Splink 3.9.7, support has been dropped for python 3.7. This decision has been made to managing dependency clashes in the back end of Splink. +From Splink 3.9.7, support has been dropped for python 3.7. This decision has been made to manage dependency clashes in the back end of Splink. If you are working with python 3.7, please revert to Splink 3.9.6.