From 626caae52bdfc2413cac5d8b514025141c429aef Mon Sep 17 00:00:00 2001 From: 3mmaRand <7593411+3mmaRand@users.noreply.github.com> Date: Tue, 2 Apr 2024 15:38:51 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=203mmaRand?= =?UTF-8?q?/BIO00088H-data@495e06193caf17cc770375a0680ba98151a7dedc=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- core/core.html | 2 +- core/week-1/overview.html | 2 +- core/week-1/study_after_workshop.html | 2 +- core/week-1/study_before_workshop.html | 2 +- core/week-1/workshop.html | 2 +- core/week-11/overview.html | 2 +- core/week-11/study_after_workshop.html | 2 +- core/week-11/study_before_workshop.html | 2 +- core/week-11/workshop.html | 2 +- core/week-2/overview.html | 2 +- core/week-2/study_after_workshop.html | 2 +- core/week-2/study_before_workshop.html | 2 +- core/week-2/workshop.html | 66 ++++++------ core/week-6/overview.html | 2 +- core/week-6/study_after_workshop.html | 2 +- core/week-6/study_before_workshop.html | 2 +- core/week-6/workshop.html | 2 +- images/images.html | 2 +- index.html | 2 +- omics/kelly/workshop.html | 95 ++++++++++++++++-- .../figure-html/unnamed-chunk-30-1.png | Bin 0 -> 98265 bytes .../figure-html/unnamed-chunk-31-1.png | Bin 0 -> 108969 bytes omics/omics.html | 2 +- omics/semester-2/workshop.html | 2 +- omics/week-3/overview.html | 2 +- omics/week-3/study_after_workshop.html | 2 +- omics/week-3/study_before_workshop.html | 2 +- omics/week-3/workshop.html | 2 +- omics/week-4/overview.html | 2 +- omics/week-4/study_after_workshop.html | 2 +- omics/week-4/study_before_workshop.html | 2 +- omics/week-4/workshop.html | 2 +- omics/week-5/figures/prog-hspc-volcano.png | Bin 92659 -> 92422 bytes omics/week-5/overview.html | 2 +- omics/week-5/study_after_workshop.html | 2 +- omics/week-5/study_before_workshop.html | 2 +- omics/week-5/workshop.html | 10 +- .../figure-html/unnamed-chunk-33-1.png | Bin 132708 -> 132332 bytes .../figure-html/unnamed-chunk-65-1.png | Bin 67924 -> 67303 bytes search.json | 14 +-- structures/structures.html | 2 +- 41 files changed, 163 insertions(+), 86 deletions(-) create mode 100644 omics/kelly/workshop_files/figure-html/unnamed-chunk-30-1.png create mode 100644 omics/kelly/workshop_files/figure-html/unnamed-chunk-31-1.png diff --git a/core/core.html b/core/core.html index a66936a..652e53a 100644 --- a/core/core.html +++ b/core/core.html @@ -350,7 +350,7 @@

Core Data Analysis

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-1/overview.html b/core/week-1/overview.html index d2bd87a..276f865 100644 --- a/core/week-1/overview.html +++ b/core/week-1/overview.html @@ -346,7 +346,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-1/study_after_workshop.html b/core/week-1/study_after_workshop.html index 6827848..0837732 100644 --- a/core/week-1/study_after_workshop.html +++ b/core/week-1/study_after_workshop.html @@ -346,7 +346,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-1/study_before_workshop.html b/core/week-1/study_before_workshop.html index 4076be2..6b3c11d 100644 --- a/core/week-1/study_before_workshop.html +++ b/core/week-1/study_before_workshop.html @@ -339,7 +339,7 @@

Independent Study to prepare for workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-1/workshop.html b/core/week-1/workshop.html index cb32db9..b34e371 100644 --- a/core/week-1/workshop.html +++ b/core/week-1/workshop.html @@ -400,7 +400,7 @@

Workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-11/overview.html b/core/week-11/overview.html index d1805c0..89acd28 100644 --- a/core/week-11/overview.html +++ b/core/week-11/overview.html @@ -346,7 +346,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-11/study_after_workshop.html b/core/week-11/study_after_workshop.html index 4525d86..0f36894 100644 --- a/core/week-11/study_after_workshop.html +++ b/core/week-11/study_after_workshop.html @@ -339,7 +339,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-11/study_before_workshop.html b/core/week-11/study_before_workshop.html index 3a48ebd..b220187 100644 --- a/core/week-11/study_before_workshop.html +++ b/core/week-11/study_before_workshop.html @@ -388,7 +388,7 @@

Independent Study to prepare for workshop

-

29 March, 2024

+

2 April, 2024

Module assessment

diff --git a/core/week-11/workshop.html b/core/week-11/workshop.html index 4bcafbc..adf799b 100644 --- a/core/week-11/workshop.html +++ b/core/week-11/workshop.html @@ -387,7 +387,7 @@

Workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-2/overview.html b/core/week-2/overview.html index 6aa0309..3022faa 100644 --- a/core/week-2/overview.html +++ b/core/week-2/overview.html @@ -337,7 +337,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-2/study_after_workshop.html b/core/week-2/study_after_workshop.html index e55886d..92e48f2 100644 --- a/core/week-2/study_after_workshop.html +++ b/core/week-2/study_after_workshop.html @@ -337,7 +337,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/core/week-2/study_before_workshop.html b/core/week-2/study_before_workshop.html index ca2742c..66d3ae2 100644 --- a/core/week-2/study_before_workshop.html +++ b/core/week-2/study_before_workshop.html @@ -448,7 +448,7 @@ -

29 March, 2024

+

2 April, 2024

Overview

1. Calculate Change in VFA g/l with time

-

🎬 Create dataframe for the change in VFA

+

🎬 Create dataframe for the change in VFA 📢 and the change in time

vfa_delta <- vfa_cummul |> 
     group_by(sample_replicate)  |> 
@@ -464,9 +465,11 @@ 

Workflow for VFA analysis

isopentanoate = isopentanoate - lag(isopentanoate), pentanoate = pentanoate - lag(pentanoate), isohexanoate = isohexanoate - lag(isohexanoate), - hexanoate = hexanoate - lag(hexanoate))
+ hexanoate = hexanoate - lag(hexanoate), + delta_time = time_day - lag(time_day))
-

Now we have two dataframes, one for the cumulative data and one for the change in VFA.

+

Now we have two dataframes, one for the cumulative data and one for the change in VFA and time. Note that the VFA values have been replaced by the change in VFA but the change in time is in a separate column. I have done this because we later want to plot flux (not yet added) against time

+

📢 This code also depends on the sample_replicate column being in the form treatment-replicate. lag is calculating the difference between a value at one time point and the next for a treatment-replicate combination.

2. Recalculate the data into grams per litre

To make conversions from mM to g/l we need to do mM * 0.001 * MW. We will import the molecular weight data, pivot the VFA data to long format and join the molecular weight data to the VFA data. Then we can calculate the g/l. We will do this for both the cumulative and delta dataframes.

🎬 import molecular weight data

@@ -493,13 +496,14 @@

Workflow for VFA analysis

View vfa_cummul to check you understand what you have done.

Repeat for the delta data.

-

🎬 Pivot the change data, delta_vfa to long format:

+

🎬 Pivot the change data, delta_vfa to long format (📢 delta_time is added to the list of columns that do not need to be pivoted but repeated):

vfa_delta <- vfa_delta |> 
   pivot_longer(cols = -c(sample_replicate,
                          treatment, 
                          replicate,
-                         time_day),
+                         time_day,
+                         delta_time),
                values_to = "conc_mM",
                names_to = "vfa") 
@@ -1349,18 +1353,91 @@

Workflow for VFA analysis

labRow = rownames(mat), heatmap_layers = theme(axis.line = element_blank()))
-
- +
+

The heatmap will open in the viewer pane (rather than the plot pane) because it is html. You can “Show in a new window” to see it in a larger format. You can also zoom in and out and pan around the heatmap and download it as a png. You might feel the colour bars is not adding much to the plot. You can remove it by setting hide_colorbar = TRUE, in the heatmaply() function.

One of the NC replicates at time = 22 is very different from the other replicates. The CN10 treatments cluster together at high time points. CN10 samples are more similar to NC samples early on. Most of the VFAs behave similarly with highest values later in the experiment for CN10 but isohexanoate and hexanoate differ. The difference might be because isohexanoate is especially low in the NC replicates at time = 1 and hexanoate is especially high in the NC replicate 2 at time = 22

4. Calculate the flux - pending.

-

Calculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight.

+

Calculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight. Emma’s note: I think the terms flux and reaction rate are used interchangeably

I’ve requested clarification: for the flux measurements, do they need graphs of the rate of change wrt time? And is the sludge volume going to be a constant for all samples or something they measure and varies by vial?

+

Answer: The sludge volume is constant, at 30 mls within a 120ml vial. Some students will want to graph reaction rate with time, others will want to compare the measured GC-FID concentrations against the model output.

+

📢 Kelly asked for “.. a simple flux measurement, which is the change in VFA concentration over a period of time, divided by weight or volume of material. In this case it might be equal to == Delta(Acetate at 3 days - Acetate at 1 day)/Delta (3days - 1day)/50 mls sludge. This would provide a final flux with the units of mg acetate per ml sludge per day.”

+

Note: Kelly says mg/ml where earlier he used g/L. These are the same (but I called my column conc_g_l)

+

We need to use the vfa_delta data frame. It contains the change in VFA concentration and the change in time. We will add a column for the flux of each VFA in g/L/day. (mg/ml/day)

+
+
sludge_volume <- 30 # ml
+vfa_delta <- vfa_delta |> 
+  mutate(flux = conc_g_l / delta_time / sludge_volume)
+
+

NAs at time 1 are expected because there’s no time before that to calculate a changes

5. Graph and extract the reaction rate - pending

Graph and extract the reaction rate assuming a first order chemical/biological reaction and an exponential falloff rate

I’ve requested clarification: for the nonlinear least squares curve fitting, I assume x is time but I’m not clear what the Y variable is - concentration? or change in concentration? or rate of change of concentration?

+

Answer: The non-linear equation describes concentration change with time. Effectively the change in concentration is dependent upon the available concentration, in this example [Hex] represents the concentration of Hexanoic acid, while the T0 and T1 represent time steps.

+

[Hex]T1 = [Hex]T0 - [Hex]T0 * k

+

Or. the amount of Hexanoic acid remaining at T1 (let’s say one hour from the last data point) is equal to the starting concentration ([Hex]T0) minus the concentration dependent metabolism ([Hex]To * k).

+

📢 We can now plot the observed fluxes (reaction rates) over time

+

I’ve summarised the data to add error bars and means

+
+
vfa_delta_summary <- vfa_delta |> 
+  group_by(treatment, time_day, vfa) |> 
+  summarise(mean_flux = mean(flux),
+            se_flux = sd(flux)/sqrt(length(flux))) |> 
+  ungroup()
+
+
+
ggplot(data = vfa_delta, aes(x = time_day, colour = vfa)) +
+  geom_point(aes(y = flux), alpha = 0.6) +
+  geom_errorbar(data = vfa_delta_summary, 
+                aes(ymin = mean_flux - se_flux, 
+                    ymax = mean_flux + se_flux), 
+                width = 1) +
+  geom_errorbar(data = vfa_delta_summary, 
+                aes(ymin = mean_flux, 
+                    ymax = mean_flux), 
+                width = 0.8) +
+  scale_color_viridis_d(name = NULL) +
+  scale_x_continuous(name = "Time (days)") +
+  scale_y_continuous(name = "VFA Flux mg/ml/day") +
+  theme_bw() +
+  facet_wrap(~treatment) +
+  theme(strip.background = element_blank())
+
+
+

+
+
+
+
+

Or maybe this is easier to read:

+
+
ggplot(data = vfa_delta, aes(x = time_day, colour = treatment)) +
+  geom_point(aes(y = flux), alpha = 0.6) +
+  geom_errorbar(data = vfa_delta_summary, 
+                aes(ymin = mean_flux - se_flux, 
+                    ymax = mean_flux + se_flux), 
+                width = 1) +
+  geom_errorbar(data = vfa_delta_summary, 
+                aes(ymin = mean_flux, 
+                    ymax = mean_flux), 
+                width = 0.8) +
+  scale_color_viridis_d(name = NULL, begin = 0.2, end = 0.7) +
+  scale_x_continuous(name = "Time (days)") +
+  scale_y_continuous(name = "VFA Flux mg/ml/day") +
+  theme_bw() +
+  facet_wrap(~ vfa, nrow = 2) +
+  theme(strip.background = element_blank(),
+        legend.position = "top")
+
+
+

+
+
+
+
+

I have not yet worked out the best way to plot the modelled reaction rate

Pages made with R (R Core Team 2023), Quarto (Allaire et al. 2022), knitr (Xie 2022), kableExtra (Zhu 2021)

diff --git a/omics/kelly/workshop_files/figure-html/unnamed-chunk-30-1.png b/omics/kelly/workshop_files/figure-html/unnamed-chunk-30-1.png new file mode 100644 index 0000000000000000000000000000000000000000..5f5ff3d549ffe2c49b2f07861753a619e010634a GIT binary patch literal 98265 zcmdSBbyQW~*FK7g1xQN^0wM}164FRZcZY&>N;fD_uKYu}XxAqe9BH_|y$MZLAJ<+g`7oM26Codo`Ixk%0Mt-Al@_V8q zzxmPsXB=em%jTHFL|Y8U7Ah-O`o)XIp0tjIuH>`*CcZdMyUfwo6%K3C=RewoMsi98 zsEHa6Yinx*1A`PjzJuA2)v=2BXK#|a^HNe$I=Hv~gsEr`eb*>?GxMuz^Y=sE_}p=( z8)%H?7|S81LtB^77%yCQoWzk+S3j)1gf;52Ru%7lxY!bM-;Gzt-Tf2}HsNu0@~YmO zLA$cFTlprzqvqegGn=M)_b0u+eEA|S8p~m0usoO-K*-eI-u}tgcd**+D1fQ@*_&yh ziZSh=D;M~;IS`}_Ml?+zK(oE|ReHGLxEv|WHN zmY(d6xbaS$9eJEtj+NWtlay=b@EuQK*{O%uPdUQJODrd}`z{CZ9xj}o9OagyGRe5? zmq$u0xBj+`RXCiT9<9x{$7;+IUPWtr5qmi6ymyR-c0yHqDdJs(j=R%R|M!)V5}hjN zom}^wtT-N*C`sDrw*DHAvzn6?%L0QodAzxn`|*l+DP~#9-_?tZx^&?y6t3&f&BHgl zL@5HvxQac_PA#hs43v77hl@<%uX%ZSmNh5#BgN*z-)!dFB_bGEquY>agj+|lFMeTC zUg^JPVBp%i=PEuPUi$nC-jnSfxWKGubsveICM6}c$MICaH00MOCnv|dta4ySvRi7y zeGa_I>9{_br`JS9MTLWdbL*;LN>8?SmAa5c<;Ji5{r$;WOft?}#4KWRp+%+x{c~X# z_@BzB@s^DvGk$))@7h)6-@Z|^vhIXySY+6~`|;yPV*nvC?J)8=kw9`D=h^09VPRnz z-hhxNbhi-xrj7ZunM%cZi$ap#sdp^j^pNs;^h zl#fQSnX%XtRPe5UkgrNmRa0Xl>+8R0ous{~G8T>GYXJ?zFzL1ge z*lJ@(wqPdh!f?@&UJws0mB)TPg(jm)ReNA0LmtF2R(+%&g+(c=8B<|{n=hLw$ zJrw%}A0BXNN9)X1oVd@fj0}em8BWQ#bJmaMaNv7WB`o~~P zf~o2?3-N^W62p$M)lLHMC&!*tsX6Z~LFXNmQq9msej5e1_)%44T6K_VEixam@Ba3J zYID@4BPA_OC1$cuMW?N$#V;VBVzqoJGhV62{RFm>&cVs)#L21y1Q_zhkE9&(Le;Rq z^7pb@J31!H?MxjV_sJYa<$|0p@^2|h#gF9UZx%G%7l7JDwLV zAu+HmD#d-wmNT~IbSIaGykjs=Pfu4D^+X2Es5leucOEj`9}=S^($E&fAiCvxoGigy zYoDYw>dN5>2X;5Fsd^tQGS0$oImldZ`T2$5>k#dF`jyJ2r>B4XcpT7(gAx!D8nq}HSi%qX z^}QC-f`_se5{i*dt9yA33k%DRl8TBqzGKeX&$rK{Nd0>vqo`2B%!XstIP8B}LMo~x zI`J1T{CvMkruzE&%0}Fyn%+B#l{S3+`de4JA8x`st7zM3Ic;ukMvjSd?XtLpgm8lyn`x#*Z~MG4oFR$s zs@HP`EnP>)(xGg>To1;G*7+?z-_&v;7%~9?0bB;l(3LXH9R9nqHH>uZ?0er!#!a@r zcp8Y|^6b+vv9j8Ymc9x5ls~e9N>kC*O%kcLn*IA%L|E9EdL=Y8^jWMlwqIaiUvrwu zt5=D2FMa*|t|J$3Q8F@Ru@zKw(s~M{rk_>r}C^CWS-<1Q8C#P*W`z8{W#%S0$ed?$7j%KE(QC)0LpN61e zvD}by{do@MJW<&H!!aF#KhgeAAnHp@y9=Emx-NblGXXz7_y~K$Z9u+aq7+5gv*4bH1Lq4u!vrE?3Ki(>7_ybkKabrQ`Bx+y}{Qv zYfx)Z)i5us<4134c;0{ewBr2~oiyHhc^hf%YnOjhymtsIU*QlAe=OnCYfqVhfgC0Z zA1=M8OvYz6=erioDlSnPx3r8^>Af22hbynw5_!-kM)~&5IFOIlHrDIS%9452Jw9Z= z$HTbxVYw16=OMN-PdM=Ny#FOF#)w1F zySLL(b1a+yAWo<3E4(~>!pmEt%rF$0N~K+S?JOJj#~tEzwy?!@7L2uTsnFNF_x}SIo%fZ1d=Z_`!>@*NhPo z_u|t~^xea>TaMf&qIlMI%n;N}=C@b|;f=UMJHNp8wY`C(t=<)TiO97oG*lqk1YV`K zrLnPbN^;@uirUg^KqsXr~l0 z%9+NeC8aRR2~}$6ieTQktVOK#`A|3l;wtHd)1;?&ZUqMi`}z5WeJX++GcP0{@a})l zF-nzJdH-zBgiN&=*eEfjb%lk7rt`QOrgS+RO1 zL=D9WGc$AVoUd=_|CO{uNT{;G8%!xDE1N)m*)%`4+}S^Ac5ZIStayEW-I)b)d2Y`e z?tn&J7UC@D6~>6H(o$6+`V}0(q|(yCrJY|*O+LuUYbJDLW$#icXR&f}a>B`vdueE? zsf}i>EVQ-blITQ|$+7|YiU_e%N+vp)lBpp9DTl;i0jqgNa!^xF*E$G7O!s<-2c}N>UNXzlokzvcJ%C!0~7N_SKrRle)8Dv z|5K$laiX`B;bl0yV>YvO$mUkAC8Ud!jQ*)~bbg0y#38>aAqV%&(M3qnQP!75175pmf6Gp%-nGsw5SmdZ^R&v;ra%3Sx)Kv0~f-}87Eksh4 z0mvUFlkPbua=u~E6aLmam2I2dGqwEm5o@BIW)H!6G;PDaK;F0LE*x>5FaBOReruf^ zgPF!tLidO{ThOH9bMN`_+it+ej3=I!*~DX7q;c7-`E@772i4EV7f?v>^%)wWI=QY! zGo;>DK2NM|mxF=@F)SkOlLuDXcwOz+N{CRm)9URGn}@3FnMho1&fwQgb0=hgosuy7 zmrP6bkM;C0&A4JhV}2}0diaVdYR;C5T9R4m#TP&LE~rI@e3peUMj$8(61cXY^XQW; zf}Qy9oW*xeqOrd@Ab&Oz|9^W?B87jHf@59YeAcb3K6Q)ItcLHWQ_VJJ$MbvmB*Y)R zU(Mu}FYKJBx&k3jQK$QRhBa0bKTT+xd9Cfo$Idj~ln&{tFP$zV_5HgY#A%)X;q*w~ ziaIfHQ3sxl85NYZuVEznO?V+!IjIXNu~Io!L(*wC2SMch5q3ZTfPpm@%|); zt3Kd&R8;MFSP{vP+Sz{{8B+weg{}{ZbUZAwc#*$#*RO7y9FGVWJLJv`{hN4BM^5UZ ze>Xw^5Y&zKAz^A}T3`s}o?shCW6s7Gu$#*vN9iO*wo*+86V+8g{59NU%4g?@X)>vM zgLR!T!t`Ks4oI$t^z=|gEe_;PyuXesnX0b!QLD9>59*^#rL6pdf}1yQ0(mo*EE?p8 zd!Lq;R{On5vRtuav~Q{SSihA-V_pu9L;S0ZuIt6Lxi^usMv+xr-5(ttb=vw%#^8>L04)utZ8CL?bW`$Nd_X3_8`WKu%ed z9L+`O>>fq8zL*(9Pi-jix4{dI;jm_$#JcR`5)+rbtx%P-I_|KqAKVqDLwSyijD*T> zt)pX+OG-!-44EN3o4ouN-$L_|T^WzVke1hndo^cnQ$Ig=muS_vS0&Nm-j}YN@+Nsi z5a25$EDU5Y%*f{QP{Gj95aF4U$-5Ra;;j*Em2u{~XE7(W9-ra{0|+}^geGrKhMiGpu@#ohs?ZJEVCDTc>ISqO@G;@umz zzX%9fQKw55r49=pmR*Bdaq)43zs4A`5Sv(>FKHucm@>om7;NmF%lrAglxZ^Y7LFr8 z2}MNL&RH|4GR6lk0e%u9yY)Sp9z4Jf_IHRb88V}i zS63e{HP>;R`T+Mmp3h@^ZEtUF;w)H{{K*}9j{QoYbnnMGCQYyN-<`DOym{jW{rCH~ z_cz+D>?^9G@}s}@EZUZ7CguS9AcwaT1Xs|hjPuPRKac&6Le6nBOJTpAl^ zh?EOS?eIN^;`km-Mszl?9lalp#lELS?Wv040VFwOOeFYD>44{_> zJy!sm_2x>L*&2@6YeQi)Io+l2x#wI(g@Y}3`ga~+9+kY?#|+UC81?kDZc)<% zI=W|WhqjHE_Dx2_u}(+K*o5UwmVdDHCHF0oSoL)F9%8TbB^ODh7VRiRyZv}zoOvfK zRXlU=s4NGgZ>@>7+J2m`Pw%8xOo7IDWlMlXS^hDbX;VsGK*o2LQs)a}U2{^)y)*Op z9v>Bh;#JN__nix4*)7L6=UVwr_h*2_iUV;V(lCz0YLfrb@AL8@q21Q$GA|`%okfWX zcbYmG4h4nBlVK4dp^qf&t3N;7%u>lcJ>Ke2P*7-<>IAMnmdioe%<*JrKvYCT*|}3& zXxYA^V;(oSp+P7xhA%uingkzTX@mO1=WB6n1SBL`yd6xly-!bcb#(=_Aa9JU*gqqs z!XYBch!e)KMz#F9e*HSaWKiF}HakBb;M=GR;K$G+) zQz`ApNlD6uR#tLHw-G><6!aGx8(Tz=%>8Sz>LZclyv%`B>$2XUt1GsCjg5_Pgu|dR z+L^thzNg0ZKYwPPEmpRqYv~FI2*i$GC6xJZKot=7e*>y5sQ)8SMSY0hS;ZlVt)E&y zI@zg+C~!6p7|L#4xM1W@%R7YaD z|FknHk%$Z0Zsj8&e*DImsBp;jwOt)8dutvmJ%4<#74LC+;7^E3Cu}jDU3hrDnGQPj zJyqg2ib31R--|)QKSVM0?*p1PQkO=Gjk>64X@AXGXJk}ogA^ksRfCOu3$1g(mT1xi zP7j&j-Me=K+AdO6&OIykKwwWS?O;;yRxXE0z>U=|GU@9|7G3J?fBAUSwnvI8{~rTf zl-M+LFzJQGWC24QhI-|2s5CtD-++rNIvuc6@wr@CK4nL_|bHMRiK8C~seT|KS7AX7fE@ z$t}tw{#Bapmt3RS%(dNi`mlKSUk>DGi3X8NiHY4|e%%a*F}1n3I$T(!`ly3vZ#0V4 zwEAeZ;;CUf@Ot)(-B3)-tyZk{H&;cSLy|Us?Mo0zsi_eHu}@|Tw58sP?=7#1pBnu6 z`a}<_(1ROLhkpx}BDi+>oYuzx7F+*t-r2z~Fo#m-Eu^$b z5p-G0%loM>S%};I{#Gf9vKMN2&1^i|1B|+of>qD6^^@Shv(fP44bQr};Z_oN6ZS`| zr{8@^uE@7ISqbzrpAl4zK730&yn{OnG1yt4x&=wk6KexvPyCbiU3sye+_^>k;KA){ z`zP)z%WHLO^2BO<{z>UeO|O~zlFPb`vU~hl@7(IEWCx18+`X{C3*fVop$T!WO!)8i(&(b*;<0-cXw!vUJG6-PxT{5 zbsIdsldYW9W{_o@J!YZeVi?_)8Z6y5XZ_*B2Vo(h_nDp{=rWcEwoRuDJ|PvwpUkmm zu=a%;((iQW{~ct)Q~Tbp!)p`4I*OCI*{jE;WZp?jz%Bc-Nd4ZudxBb@nq|;$01D~V zdqAbj9LXa8WngK?ksE*j@d4Z49p}D}nZY~Bbp9hNn1I!RX%V#vXp~R;qiGB8JTR#a@_1+`-3B3HC(USKteGwTpTW(|G&%Xnd#SjgSJB z_FEiRY6fGMZXRIP4+uY#)T786Vr}qPlb}2a^0D`~FOUz*JJwNBVRwbaez9ST zMFps0cvGYy0UDv8vCRFXKN4W8yqJ?Q+bpkg&*h_ikZK%&)Rvx|_i6<-fODoU_H!Vp zAidIv-}E=;H*PSa8yB0C7IN0xx|bb|+WSf{fL+*`t$X^ROxT|eRqM%T#rW|4nOR+J z^r6<1Buk@*=e1pGlg(rz$JkZdGLvomt6r}rex1-}wGdlezlP|Oh~T|@ zS*4BVb-(7%YwMj!SxvXhdQz048NW-D@viJRL;Xgd)Kr_JGQmd2_JH$0jPkYHlZkS% z&P8jzS#GBvj&B-T2h!>th1ySHPbD&*XEp(EG%Tr`0k@Fe^_G^Fx~!I^851Y5{qy_CKBY-` zcEkVDsVBp@LGf1sEzBs;?UAn_j8dN44wjFDzO$w__LE2{GG|(>>J*QW(Edb5jJBKq zQZj#7K32RMaB39oItTRw#*r>Eq$3ew#Rs+X0o8}|?>ZbjLdHYGTzC3Zz`wCFRA2}) zF8Emxc~dD%St-U0isq2}GOOcNF1otYQtV^f-4aY7ms|IM#LIoSkgTF*7uIGV@!~}! zv%a{xy1LbJti!l5TeNV4MG46*?}dd0^?q5YdQ^n3`t&t!mREgAcJngY>CZ-&b`Bwc zUB7wrDe=RDD&xuK)+4Qfqoe@<)t&|!h0O;CBswdaB_+ZY4dG;8KGG)p`chq)UpZnU zlf`>shC4yYT6Ud2@`>Ir63a?TDh7?><=%{*$ft(Y$50K{99u(03OMDO^zPqi%k~(K zo|%n7vto$e7$j`j8YQdX;W=#LJH;j>Op`8v@*Ob*K#^)tPzDo`CLOC@Y&IlH;Z|t7 z*bQ8Oe=`RA=xtowg4ZoLS$&7CI;YH!9%YBKD)#;OMUxZ`>->E#-(YCo+)Ex}5n<7D z7-SW^tXX0>UtZ;Bj;roqaj+%p)ll;3>DP}(Y^#=iPcj5ir2$&MK9O;aJI(|Gvd4d@ z{E?VdT*#GoB1t&F0LJWbdi>I}qq+GjuUq+$nfqGR9<5BA8FS<(avn~L(NYl9`SwO_ zz}Iveq7?@iEeZ@fz>4DnkQiV+dC>d^LhY|y4y(Nx3c01z{uX29C%YvzZtHdE5s%cM zgeY^|m>wRGHLf3iw4s|@D{=L_BIYmHsy}p#uhwiin4f!1!K-04zDjQ$$KjefJvjZd zn~C82#FmtE;9lX9hv3BZ8WM#Lbzz`8ObdnpJo2(~1o*;OXM;umwnaz8#sb6M8`3xb zCldGC_o zxDR$mED_g08~cQr7zTcyi(fjJUZlPrE{_S9ee$m#s4RFjQ0_)$-9cfwHe4goc%5@+ z)v7B1*tl96!;YGsv#q%}b?N0tZ&X+_d#C=iw10ntxqDL>5#PZY_+fj08@jfFwF1A|fz-@Yyd9CJOrW=jyE4 zpB=aUgn|;V3%Ea^x*Jly>NN#L{q@tW=HPo&`EYOaTf@U*vl00qKR=&XUND8YR47#V z+!ENitjTfcAEV&JDji<7C)D0D`juKEgFI%$CvR?`dN4I3Y8z%BO&4sD_ z?SSIw*l8yogm17aFflSRK6<3+6Z7nifY5NEu|k_93`AP`lW!$d1WHnqTL-;dEd$Bk zB05yRU$G+D#>n0oW3kIrEQt92NTKdgg$=Ky5n06Och|?o^LTNbwg$7IruW;cPo{hK z3lI+rti?}$eooVV_Yt!fIO}L>X#B)ruDzzp;KHcBM5v7A;(+||4~Wbj4C}V+|Z4~rQCq# z`|+;Kx(&Yh^?mmlvmnL-dH_N%ARxe;O=GBK6?ihB>A=1L8jCHgzN6h0A1n$W>1r5t zK}CXEFEA)*4Xk)ors;}RFa~-KEacvy-K7fd!qzkVNDTD%alw_N5;Bg>`n*3pYVe9T z#HqStz189?OSaZtv6Squ4>t*gUQgD()kgf%yT_`#DQeZsH7lygtyBPeh}NY($g zgYT@;_fO>0`Q#v8dC^#Ir_G3(;}l=XD3%woe>a*aWW>ZAA+|uo$za<)I=M;6=nC`% z;ITeGFaLl52?>cMMZrdIJ9Vl|(euUUi5i?v%BeA2$knM_V`nTNGoVUeZycnu-0Wajqd|Px{J3ScYhVu2{Z@D$6&hql|a76V&qmAZ!L3aXw z!Tq#f9aW3{^P0J_sp-hI8YsL`>sE%M+(g}abw=!>=l{kVMRd!%`K#}OV{}(IN+#T0fO24}T>n}7_L592Cq8$O8^mBR(opcZyF&6Svzb5K zTLX7shvi5y12;GKvl0!OlvNln3mXQ`0 z1&qRHNoU#O2&Rc*a}6LC!Gi|QJ6g%FFPS5W^URf%`wipW z!o$N2N=9&Tak*?49=jj!_xAP%tec!4JzZMx(lOYr@=OO9h2}=bcE*C;8 zRlZU@0wOMPN`v^^-@m}BukCNlP~nh}L_^^a9GvH{HVzCa6(?u8+_1%XHi+R= z-EfrS<6~HrD}#A6Fw50I)H97s{8Mt0yyFCF;BWUtKfxN!g-fQI-f;#`94jPRu-AeS zSRWRQ37Um1z>Q5X8@cSDie9&T0S@PE&Ew1kLJU~xCYQlu=a(3Hhu&^ zCpFqaTw2 ztFT`g_G<>GqYfmL=U!KL7P@AJ4C7(X8r2gP+AS$#6FswfIrMZ~qsSyIDk_uiHw=P! zT>1MJ_y8FkULC`lc&B%M1|w#|xhK|_&@nZCysQHTpWS?z1zdy8&0^RbuKVi{3M=fE z?E92d7&J>CGco0kZ~ZTVJ_l2-iS5Vtj(G`jad{6fx>nsh-)7-*#`A^ZnaQ$EYp*1S zrwOde$UsEHF_wQvD15WLOMEar>?2gdZS%R z;V8m>{7=+a4HWfVj&h%5dZR`9gUVZ=SQkNE-{k`mm9?k_{j5{$g@017i-(GXOrV(& z{{S&Z?a|3;APIYpW|{Te?=VnS>ZV@3dc_V%5?20-{SkQKkqZWwJKV4NzkeCQ0iPrB z;J>R1t9$Q6%pmZM%kZ5j3aysTeDc==3*$D>mdd0S1w)#Q5n~p)2JKYxV2(SvEY-3I z=G1ms6-s&91b9I_@JgXu@d?#5Y-~oA^sN2J{{Enj`5wg=;8aLtOyrjO9^c*FjdGdE zEFD|r)OU>UAiQ?j#C2tO5l1O%Se0se!x13I`4@L{hbx<+z8ngRDX79>+5W9Rt+|c0+PiK565eC%;l3o*S72G7~SHLP}MK zdjM1_WJ<3~=4>P2hU9$p^F7#HIq2y#b+f=74SP0Qr^eksX?e7)Am;)vC+9FC7LX^M za;u%#OfGfVw}vyoK&34#EWm4wxcj3m$}_q-?$gj9cX@iiANhxO)EfQ)4 zPpqkUgxu((&1#d{)bsHT}Hjlv^Otb1QmztsA6PAS;i?hG}cItT|$z3lWgY?5%>fuy14$!#hr1dp(2D|Td4!aOz!!voAkIZ*&MGe1J z&QiJ;amQ%=;pdSRwn#~0;FGjut122q=69U&g)=7RGs+2#W~6r7;VpqmZ}ah{7_VY98S4Pr#sFsNYI}O$6;1 zP~(8-U9B$$_U_qih>S96^{e`;S$&ytNjky6Q}I=qu|5M0_1qYOSNQ8Si&Bv? zQzqzAUUj#>2&;fL)hFYCdsiph3uU)?6Eg}x~SqPrY%<^0lzj|?rS@YdN zFRMs6JV|(&r;6$gj*?6@u{VrpO2!CNB9Y=+i*M0OG9S7bPa11dH^NX--)xc}?`MU%%SFK1p`Jxzd?fkHvTV z!>}U`(p(r>wZob=_98^{`VmO(?Xg_!OiXJ~ue&ZJ`mk7APtsU+$7~MVt>m0xV6C0t zUh#ftSw@8?oS29wJhV42Jb`Du6}F_x5wf7kRaD5cX&VO>@YXEBFLwlAI?a2=ZWt7x|f51 z+mruD$%O*&M7k^jnb}vE_T;;T2$KMl%oTL-W;Nl?(Dy-Dg~k*-JiJQ4n5e#JixQX9 z;{)wnhyC>_{aj6TXyF0F0hICT1I2(uaf3%JYj|Woh=6U9#u98dh!JDb<|JO=y?qVZi40bTi;5!m0ghQrPQQcN6zL^%2hIZU2Pa?+0fC# zT51=B{Q`nadKeR1P-U5MgTxf#1S`sG9wvgQ+J94uv;*Z3&8J%nLEO_W@ldqG+M)puV249 zj5`^^oI^;7fjSY{%?QK;{SPT3IX94g71+R}uw+0@1k$Z?IlnbkCZ5;e&mB9nlvX9t zx!Kuc=nWaKc5`udc7{GQ=-xRznmDV54-uL(pi~8O-+Ii)ItYD(lnnpe_Qo7)_NN1& z$Iq`Bng^?lx{{#7>kQ@*=sP+_#_=+nG?6$P%mm}F47AvCna|>dv4t;Qup@@mZ$5ky zua`ozTKYcSo(zY9&&~2l)W;X!b%zUsWJbb@<|fdivcDplD%1%`Ck&9A($eko@gD9? zWDeY*=-WlL0I|1@pm1orhy}ei^nrrVZ1IRif$AeD{g@a}bG;tMyKeeTtWoed+e%7G zS|v2il+A@}gfr<_vxg{8ge&eN@$a$FM0kZSZi#*g7^w zpa77fDA--6YiFmq3Te`qJ~L1k#DD_=X^RA)wUk>^9scxS1*k8;iHvIb)Zle;jM#u) zzNMTBAQ-Hb=(-~}QkX*~fwk-0h_7M`QS*7$@|T`Y zwA}IK@5?4q2>AiT7P`-SA0Iy8r4jEFvT=cSVYTuz;)PB1B3R)h+9hl$n1M0Ve4rm_ z*bXkO&!NXU&$X`88Gf4ICJG;Rdnum&8w$X-p}&^Q%EuFXMKOaLJrUjhH*Si5qTtY( zAuZoA8(Bw-4-GA}7~|Y&QS0jJ>fk*xv#?l&V*hkIjjxZlRz)8wei))gnYI4oT0=ua z%b|Q4M#fd3q8Yj7;Oc+}d;)f+$u+jR4hLG467Jjeo z?g5=0&+Fz4t$|zf9V$Mm-}`|xJ)CU`L25{7tt)kK-F7M;IRrl9Mt!!Y_$?k~UTu`0ZWOvqg{;9{XRi*;E zj0)#m;)-bhqth}C$Mp|KtB3XGghgzy-A)eMEZr4$BZsJ%U3Qm+0|>ye(6+P#z{UH| zF~WyJURTc5UfFO2fzbDOhT=>XPamMlTpTSM*sAguwS>+&*Wp6zr`!&!nsRc%zKS+p z>)?m*6>CIqMS5!?S)Ib6md>0R<>0EIgYZvFOUs`>w=j)Cig0vvL^Ou_05OC<14~x% z+Wt6|eHbkBgo@TPuw^B*Qy8V25P%njsm`LN%kGfw%%2;NQ8qSZGUL z4k=hlg#9S!gE?0EW`=#jHJMyYr6axu>iJfwA;1LU^9gj~A|k(_yEh0>8aT&*qpuiS zMG%^B=L5=YSp_^N;84IL?JVh>sq--XG-BCZ=+avouY%}P zv(vB9*8)3Ch}zNTQUb9{P201=r(2z$l0k&yC_i#M<*4wbb}%=`Ecj;5`I3cbB(>1r zvaz1N@L{5qrtzzXJ8S&>4~ip7B}S>lYbmZ>#si^9QWwd8G^02~WY}g#0a*u6KEtgI z)U8!|a49E~L(!vz(d|IvOxlE~hm)gvG@YtqYjz`MNo1$WVVIRL?bjy6F0D5&fwYE> zLFnk*rUJHcG6)I{KN8e468QY{f zcF}*&1xP=2SPPlKQE$>>`_|-}0Z=S5Tl%q8@7%xySD}=6md+@z<7!$Bmb7cD7rS?{ zH3(DIIi=-Go(~nQZTzj<39fcrR>6Dlh^~eAO=5?qv|x^edA{zujnZt0T7F^>sxpli ztjkQEo8w%g7t?W7z&;yqet;X4>1qm#vek_$`RWRB-Jz$VXdYFpu_Xb zaE*5+sdTvJZT$D;ZkOOscN6Zu8`KrTb5UgJrwbQKPO58Y@cfnIaLY(i5l@d_IJ6-h zTkn*XKsV6OAA3=lAMZ2ck5K&xhK_);H8(cTLakSCC-!CncK$?i3@k5Wx_~uve!4Nh z**P%RxmmAZ=<3z0EW}cGZ;R<%8gjYkPrDAc6o`bqYm|$Ni?HDnZ=9T*5Zw|1`)6Qa zAe16Ue|hF09lHL@_omA+P81A11{kV8f&WoiNhxVBjK1wV8PB65Zv0MrWqXk|x5tNLAMRas z9vs|d%`1LtZ~r8IVd;rY-Fn?Uyp^JHM&R4#w$50|d08Eg0E?t+eyn?WTL5|*XO|k9 zno4+Z<5*1zC|`p&4LV?8`$@%@TPhnHKcM{9)oc$$(3LCSM;()|c1%EzZSp1rXeSq! zriO;XC(Gl4*RMlc3P=LK+uFiva&VzOAt9*%yaghvD^xRtOxhp8m|n@Su<_N5mQv_A zDwsY+h(1^>gEQgqvMVL!`#Ljsbw%RXUoShCmeh%c5rHJ3b&<$OI&QISv*3mM!(We% zJ6-0|LJXORjg9qsTV8?x6I8s&-~LM|6eK;^(62aStM!^NGv9@T;8M;)#ghM#=ix)> zw9Z}RaS{-NM6RW!l`KI2Htnj9CCiD+&Gd{0{elWy0q|Bg1yRTp0fD?xZhz_0rJbD} z5GkNQkx;@7XoNo98yFZ$Dk?gaj&DdVE%1bXu5D$B(yDE0x=&A!`V~k5ylho&ZY~bV zJ95bh#R%!NKBc~318L^>It-tEX}sOkox`sxqN{`mUc1fv+TqvNAkdej0lNp}g`PkXn2@-@XK5*Z&D3rRE z77sMD1IrJ2>lqhUT52jL5wnmx7qkWguS<>N(H2i)Y?=xF+Y`7)o(wV`S^ zE=p=Tx@LeDO-)V1!_I&vii?XCD{yHg5&LVw3JQgShT26G%G=wUn3xzkh=_@Zu3Wy{ zxws7)s{GSXFK&I>bu|AO6YK0F4Yq5-G*0?~1TSd1lVYd_-N;9fv1 z_@14O_;P1v)E+5=d#loEi`X0m;$?q-Kd2%h@z^l}W3FURbQ_jZ15AGp4D11X9UmW` zo14qX$N&Wra3I{ho7b;zY;QxqZOBfFHl$@_8~|Qmjp%9kaR}tejIfe(=cz>=Zb53 zZ=fW$oK3*!9&NzXW^uuf>M6Bpo2=9D%>Y#9(#`m=TiYl;qmL3Q9}qWhrjw{vy6gNCC8D%U z;a(x-pyD$yNtTwDDvuNu7l*I8V=)-%Ts(_EI~J|m{ah=Ub?b29C?~Q(_vupR!H{2> z;;T0ni=SIo4eV)qPVRRTEpT+3fBgD4GD7aNEjz=ADoJYt1^`PcdRf^c9LFJ7v_OE*iL!J$NjW);d{pm1 zrdpP};i;^~xvQ41r~Pv!H0Im<;$A$CfVT`8_p8OP?s0C5w(40~UZ|Hgsy4i_27{t} zC$E&dM^>3U8qH^=#7(A^+Bo5=-j-B=^6(MTF zG2o!>UbGbu13|C8z8+cu_Fdi0&COrDXo2TzxVpMtqvYV=fCm>GB78)%G`~zkmn;ce zWBvG;_u<-)4036~mEbA|Q4^F&2=AQ=+X2^`=n9#y2f4f=Jc@1)Av&5T>MOTXesQrq zw1kJWj8;0?sQ6rJQz(3B4M+^?_NAqzOBXK!9Eo7k8PC<>Lp`{8?_M(8q^4iL+`;&A z@$F0SBEX9L?MsAKPN8+r+>7_H*Hog3cbSp60w2zR7B#o9(5#!Msig(aWPpNpxNnMo z3s35t1Uo!DM6^S=J{I*Y2T^vj!N(S(&v@f&fc&}=eXb>;p{3l!!1$h%BP}Tz!)a%t z(sVI5#pt38hR-uQlwu~~$&zfrapSLF^n;|x*$|-m&FG?zqN32XCr?fFX$?)Tz5ntB z=YK!iLM)uSsHo^VB^Cv*S=lf=GUOU1jN=B|xg#BxF&AVrEOPFzw~-PamS|Ouw7tDO zbQ5MX|2qR(VMNmPV^m+(bxM4Ed=M~`EehB-p>qUoAh1*Zw>Rt1Dd_&!cp4O~PT)_# zXsiNPB_$(6!RxvY$kiK*!otu{G`S1Jc0kNbB&8PcYzc%u`g!3$*S;+RP~!b(K=SL3 zmCzg_M*U@Qa4=P{4dNwWW^ztjv5n&YjLP{w4fVPt?Ncf$U8p4i@FPqbDoQ@V^d13og`YCDXw)wVi6g#>Qn86%QY9FEE@wb4$yf zRO;DW-q%Dmj&1GPgltABTkW7GJcMf4iO+q0XrA;C2ViZC1KEN|+7Ku~cG%e2frk;L zmXxpuG&&1zJZIWi>RNiR*R7Fm#k#3nFh_Ab&qKYQ*)rIjkotv5hbldbu%G?5KyOjm zt-m$Wyabp8vBc+Vho8N-`m#GHeF%9$Pk#t31b9n89EFN7DJzQ$TxLKONrR>(C^&<0 zLMPoeBrUKm0ju%c&Fuun3tP(_I9-5TAL?E@IynJ6wfXgt2$;Kxo z3pAlIwXIw0>j(w>?~zqvV!m;4+G1kO(Wd_z+tCuxUA(SWe)RGZeED(`(1sR}LD$>< z4HRvgJ2tqs^=o9LodG!6*tH!H!S}1(F8&hSR?Ky&R0eRFP`^c z!Ir*oqwNybdg_KLN194qBTZGL!tQ6K z9+z&DYKdOutNT5aly&Lc2D88oV8q?sox*Kf&dA6}rKvmYo4m22B3^VG;!7*%49|JX zxSe3lJe^N|N*;gc;Jt$;VP}qMhaT7RI*hQ=nKW7~IXH!D-gF_|!S3t%NIEm9aaw?n zw6n7du6_6|HIG8G89z;Of8LBY(0y@z13BGu2u!$ z;Os-`Za!L?mztW&5Efi3*h(*vN$;Ok8bvCl6__d!_-MQJruG~)ujs#7kDXCc8XH>L zz^^R7PjqnWs+Wkb*rT$I$6GH%s@IHETplLpV9L_0AGl)r2qt%xbABfOlrwn} zYRI!X^_R0cR!Dr)sN|#7(fCy86a+@CsIYL>>KW|nqwO9U@Tw8_fs}i&KNAF%bPhx@ z5ISij!r>7paslw96gyj6)kn%ekQ~!P6iDkbf(M+1hiO(h_YDjTz|)Uf=hQVc5O3Xp zjz^dd4JT)mNHW zt!&rSEo{LcBS{9;eOMkg0*w0XJTnI9$q8>X#K5Ox34uEj5d$Q&g!IV!8Z*?VK3)i*7#{kod&N&kRrluo~`F{_T_ z%G!36GbPBo<%en{7!G->FSE~(^aS_P(7<4LXb4-tVxpP{EGv*nc|kq_PU`(_UT7mc zJ^uOgXF@^(l!)*UiA32uI5_$68Zt5_Irm^)-K)M#C8RSJe1lH#h&ABoAaR37)wdBs z1{Q!ST!Hk<(XDgZrB<(i=zV`XSj-ka2SN8LI(n{Jfe7!n^>r&l!+Dt9p^*^<%0LP} z@a+!f%Pr5FM)`=LXg=)zTZrkXd#HrZ%QDZSIr%qEr?JwGuYyPjOATg%K5rgOr@9B5Wl$m%6$#oMqEeYKmsx{DgCwgpP}mu1dS75q#>~=UOWTZ zk^m2H|KQ*XI=X`0pxG{P1=^L4P~mJqN(1R2R3sU?BTCE4+%_5sVP#eV$pd;fOkz61R?kjG-U92i+y!^9^Y zmIo>EZbX0xV?M%``6(v{F*AIPi;MgG8QK@};F)Ny1!K5+%{7 zNok--6G@s&qvkR+4iI@kHJVBpkAi@KjB>fcshYBk09&=pus{%q}6P$90%zK4$= z|4cr0Yf$+JFE1HOL42b3>V&8aX*6}CVS$+<%$0ByXRhOzCo1@GxMCrA{rZYD;T51f zvuMOguv9a0hFsj-5QF%I$<5wFDuq{LY*$auyTI!MZ+FVnmphFOj(xN$!ouQ%_6cQ| zcF}~5w#fmPvO0C48$RHVPRqy;$z`1X=_DlQC(nyq2oeoZ^Kld`6DakowNPNAzIw|n zS=YyY%hUavBK6ljRyGoW4-S>P&F}`(jZ&wpE%*Q5=BML$jC@T!)~g!Q=IQ4n?8^h+Hl* z&(cnS^d=!8Au=*DJRFhK>4x-2p+^}EZ9}Kgf3v*2tisXS(2%7ejHfH302pUG{X`ev zA_X#KQ_tyI>;Uu)o&ZCDZFjzhpuXehx3#-ZLkvs)WSZ0cS6%2Y_TQjcEkE3oM?nl6A)WyXv-^9FGhH5C^vDX2WsIXAj-wZud~IyZ zQ~!aVLG=A}jZ43~;8Br`$B#Q-Yo@5{X==)l5|!j*+_z;}ZJ1qXgXcjs<{6gWYa9YN zR;JN}<^!ZP{`QdOaL>T8CIm!LNt;D4-PQ>$IqWX zCni*RfpD?=-G@ZJMe9>RT~Du?s%q2c&yxK7{8Cb0sBUJ0aad*f(%2PERD2fX5`VY= zvI(3Xk2QI#^WS>xx}jPLhjIpG(ou_KWm7>OK`9E7{YcG+z|>*=6Mq@VEK(Lk@F*#J69WS!Qh+#7{W2&sPn|lo zT?S2}6fBQM9u45=WcI7irN92XMP$-3G{tJO4?sW}(%@R4LAnM8^r3Y**5Su462mW^ zuw+I+&y*^C<$_e6zm{ZwqEMI5hhCaMdF0){qc* zHb^>k#`M_r+5-k|vS5;MCN343lrXB-1Jks8MoUZ6muzjvAj)=5Zoz&oFE1~day*-A zwHe*Gr%1bz4j~{V-MKzs9S%T{?)-QeE#e4(?tx}s43;NL<* zZ2$?8OxM?QF*EzBJ$@+Z7Lo83k~JqZ(BZkGn9u0gK~9c_aUf%gs;caMcKC5r)O+_1 zqMK%5;F7()6hfV$VK1a*R5FlDT|q)p5@=>?t87m!UwV3akh`^ZcCO>t1Y->^LTG6- zZS3u$UY#Ev83~eQ-L)$ejTl8&V?C(-sh7&j#YZ#TTd$J;{q@O_L>-(yD^SvDX0`oafj(OY(-rV& zebqib=+aqOSiqG}PEJCvsivUtYi1^*-P$7!wvzcJCEg3;`dCuL%rfQh%#t`nD(&sj zO6fQ}GID*Swa~2Nh5F+J5*3TsbLY-!ZV{xTqsy#k^E5X%2Qq4ut7LTU$$!+1H2eLl zva|2VrCHnBx;QcWQL$2yX6FC}!Ro=wn1PbT4;3pyM@~K09CgrOdycLj6>V^OT3T!S zH!2y0)2C1C=tQINYi-ajC-w^J9pUg(-}1s)EKA$K#01%R!?!Eq&sHEdMY7|9>l5kN zwR7hS=roZ6CK?-pN+Is zSGRP_n1!WfGi1>4UM?`KB78i$W6i&{ql58;=W&)nbf2kfZZwf$zkQ@Q!>>U+L$SEA zD3K&)Tpl1uS17!Ri0wYJ|Ej+JbTjuIo(l25$dtOqoe$5FVq;4$)C3?|gi_%!H}|{7 z#>O{~(u1gm9u^aZhfo*(W>UPW`=Cu{*4&??LoV&-T>%$?vDYt&8=N4$71$K?^*RgU zhYsDMkE+_L@O2XxbZyHQ80e7D#3?#!&5wY;v()aTsaoU@~-4)JU;PCFOyE>fyA)h19S{U(c_Lb@gm zS&+CHZf5u<*=U77d)tb`)iYhif4jvnOgjrNmY0|rYGqBuj(W!FEUdCq2Wgv8N$lVF zHV)cg9X7`9W%+cqAntju*ca;IVYnfI)l+SqT4yMQq)RgZ{Dt`LE<>B%$LzHBEj`DwwB4sV0~K8~?Y9}U#0lBZncN9r)XfW3`yIk& z=+YQIMQJ^-4VgGzG-Qfpdp&)k)NmKH6(kw+a!y;RquM?B`uMC0 zgE>Xq*5v04?7vWXZrMiRdOBrJ8*HJf>V%V)UVB@c`p;v;6du~1p&t(Z{-K^ z2=L9=J`g*ftI%WpU;R@P@hB-JHSzSnTa&ofn>YmByj#NsQWDJFk ziCqGZuyC<+l0v)+M~Iw9UlqB(47Y=B($qd^kAq~h7uN7ZxsQdgJ1J@74@2wHGQzdO zPs@2#YmZJHcH-A{qSSYC5=KLDxL7XwO@m!EoB zUO@u1eS09VG?c*CPz7>FT**EGRHa<(z4;UiJ|k(d&>u^2JeM-EK|4GQ<}e|0S^{w^ z^qXK-k$Ej)t>N{#OM+c@%d^YR8HV@SJ!&1{p7|prBt#{XuuaR9r@oQvYjmeT-1XDf z)=qe-j@%Xfb4_*O50`g+RB(e?c6}(_vX*+MoJ@+luJh7f*~hKDPOSFJV@E2q9*I8& zWs@w4OA^Ug@u77*ImBurBhqUlW;%JLiQBQWc#rA98W=GShvraLs zsf8*p;|t<$RZHDdRe7G2@KC?2?!zOtyd#_=wJ(BqtxpZl*ZHtHIr;wcee##5;}a78 zQOfJ+=-}i)UmCIXabZeG=U-X?C_~GPCh;SP))weS0KJ%Ax8vibOxtU`N$>YeJ&GBM zJ)r+*tdTWZf&3v&#XU!7dYgWoZ-+HLM=$+;AB!+~P-^wv%3eA{>MuD7Q63{g;!Qo> zuaiSfI=5|j0)6D=nhT4&ckcrZQdBF*eB4Jqr9++%xMXT=v0wD)(fvq20Ir#sJSf<_ zb@)Q1#V(h{tGw@c57%>3w~>*tXl4~<6!38#ExlJKnlIwGf26JbD7O-8%$t4%wLgM= zK|(mGqxqW zzyn{&nmpN3pg`c4u~bmQ#kS5J5tBeBglv}hKpOs~rkr2XIXD<7n#3ooC1>Tl`XMB! z5|A78q4ECr-*;n^nCOUiUE1Z*phf{5#ao;|;IoMkE0|lr#(3G``;nvEyLS&;=QpIC zQN66vi{?XiRc3XSZ+f#bMC2-G=(j~)IG_7dsO^>YZK;qidjhPV4os7=*s0C_+`ldI z)%j1h+1gf@4L6>!&ce39vIR)vH?Y}GEY~cR6KrfGWRkv;PP~)9vTg;QW%%5FqjI+$ zWg-5kg1D#;`_+r2)dK91S3LD9OC$N85oFFiN_H;mHLfYbb_f60LNgk)9Y7E4`v4 zNY@_Kr@-n&xTz4Q+ITjXRa!KLT_$?qF9i~we$Sp(ArDT!uI_GQKvn3@M6Cc|YYXHI z=Z_ed3ke8>Q8`Y3KeP28zKSrs6ZeAO=(#kh{X_iDvX{#uTYBz6EmBkxCb z^5n_?{3%Itmx+R_SFeE40M^1bEi5X!?(AIh>>0Bk)FO}4(_gqw-^|`mO+5o$fJYCGDN1&MQNYxKr5L=4$gf(Z`vAth+=NOy1pt1d)80W4DEUB@F$;*bxY z-_!ExcB=Ee6P|az+<3gSvZ4k+4lYor{F_iszkBz6b{Vw=N}&UiuD_s`&Pz)>l=B-D zd>uCIhYxCpRsTM5U+ypkHh@$3Q(`UQe!3#*tQeUjk#lVNd%!>Kn46#1IhXeL>KqdE zSQU?ODS7J~z0V1!PHh}IoWY<% znq4VfbI%^M|3+XT8KeIk_qV^$@@#L~%=C0iN5={8-^UZ1fC%R&B!Fc_!G45x3@j}k zF9K%4JAC54;94AsZ504yCI#vIX)h>vfu zC^SDH349aER~iNe`%9O!jE!G_6(=SnD4Rhjpt85Wq)q%=Xazvj$j!|K@T5jFIx-Tn zU+@QFN%i`lir=@bk%6=L0p(HmCdYFBdgVC0(wIc-=ya%&qtnvD-VLE!!1@!L%xwiW zadej9uinBAC8_FmUWTk^c@`(!t(!LiqvO5)G8aJU;{T4}Gsf_m^Ei#}Rn8l$A}B+Y z>qiCknoWB)ZYS>Zd5hy4_fY++B@;Wt+U$h`Jh5$URhKm`I5qV*&lvXI432MDjwbJ+ zH?qYUCQV94K@rtgg;g*OECBthAnUT)u4798I{`+Hf;w$3C0zC(d|5QJu0#G+Fgdvw{@TmqNmK=(4)CM1$zP~wXzZRJtdwPSGfsmd z{s4>YAJ(nrSdxBWSd>n#F6A+)F8_rn+IVP5uRbXBYd>C2ES>a>^z5%OCL1({mNS*x0`}%g3yUa~LFq(6;aJv#vGYbAQ$QnDby_&~!1v_BC{=V>O{& zM}lZudn|(L`?qhq4<3{R!YHEvfxay3Q4tXfA-CiG@8930iinNnG_|s^=_#VQb`1e$ zhA2zg<0@1CM86O>2+jLMK6QM298wv)L2k>)ZW*&JoejN!`mS8La`o!bc~dDVDewXa zgQF&ng?=&@6cx!>2GLEFm%~gQl$k$PvF}X9$7-}h_=O=7A3n5EQV<9tF(%AE%yQ`~+O3us6%P^JLjASj;gMNP2aD~i<+J4BN zGtwRl^CDqt1`)O7`3Db;_~~eE#-RmCzsA|KdHz3OEp+3?rVu%p+dbE_PGXKVx%2(d3Md_Zb}vMSYtKL5cqH z73NGXwT-lvKM+fz8J443bN%!}$2_%*uj-8F&jrYHV+9y!Ehq`>Fq##WAG2{eXV>uODQx z;jbc*&epF9R@SuB+2;NR2a8)MOHMy&vMxIJz+1OGJDVF{0Ho&KJ0%DwXg-b1q3i4? znpz^H4x*7P4v__O5%Q%k57C#C_&l zGHjb!?LPPH(`ZjbfumjiXd2B6Uzf}S33 zZW`^#YrV1aaK3f-^yHdWKWMVR*af^3xiJDto>7^mcOptlWI?EsMMOpOa&mfs5g_jv zxxNB2D04^Kc~^87pz)kNdd0%r906arm%IX`6(ojGPgh;RaR3&k?dz|Q3?GLZg@v>D zFf2r%8d*f~9cX;@iF4Z8;1h&;FC#TXV26|%G81UDQyxF&qzw)|C`L_BpPidq1*Ak| zTe1ymB3L0zV}jOU_PxH0Qw<@5MXMnd(?w@a?vl7kLiA@%R^D%IO=oRgWHQwxfrA#C z8lQ@paQ1d~vaA}HFXw7=&o3;*^c{tGaVI(XD%!M&DdM%CYCJqS_wOIf*R#8Lk(!34 z-Re&Xy510#dXe?Kew~_`d7J+01dLe#JtlL*xu&7LT^N$!UteDVyx4pL@?b?aYDm4< z`1sUH7%=(+UVsi(RZ&d&)gBsi`Lb^o53Y^S zLF0NiR{TCbBP$07Q$4-m$;m3v_uvD&josrDMI8eC{Z%2^W2TBrOvJFaMFgRl$jocU z?{{_S`S|$Y=HYiQExFPL!>>|K%9VfW-zx0J4<9ZU)pvHrQW5QuI#u^|M&;#AflRM_ z@dCI#SSDj5Bj^M1(~;JH9~nWV&pD>tU(`q3l&G_C2)kUn27NxLE7*0MLPB2pfW#Q^ z2RyC(!mugP+Ni&OnlNW(*zDE8Y-MG@SUhWI*Tx{D@UbCu+g&?JT}~ERpFf{JeTs13 zyp9g*$UG5;FO?bkQtUiD!IeK2R*7CPyoMd)29RAp{_!?a6bJLN#Co1>XHQRg3l*U+ zNrueR*qFgd%L|FH(w*(eoPt7~4kbpXSF3lCjwFttA?5l-*^Q?)QDafaaPVMH1#M^@ zlBo;F;&B9d?a`R0-rWfcglRdBYStC7rAx;-6gtKXYKs}e%+79ZZn*1RNK(;GhaA7MvQkCG!2PBRQotQ0|A-v>&Hzfp zOIN<-G+>AS&ba*j3UTQc5)-XGg@%7q2SVjl6bPt;m4f~Sh8QH{3;({E@R2O+uhB0C zLTv$S^Y@R-H?jTt=M8-X>c0RN!S^zO>>rLvTGV$VI^aFY2c-Y4XWYsBSG@?%ciVsZ zSbRU?pu;6qD5zoJ@Lx605W9%L6&d+zOb%M`YH(-R*koV*_~+}P9=@Kk4lET*8WPu* z@lP1jiA)=3gqfu!&llRi@7qvUGttnPTUqJp=*&atEcAkg=#B=l5~A{M8B~H$qU!$F z??%=P#0x~c{2wo#s^sLCot-Wyt`MjxwhgqNJqao#2{TTqW&S~XhP|Rb`hP**juscB z3W#{=muqnV%)`4KqDMa}DAcfP5s9p=thoNuZ!5AM1g9Hz|2|P7BvX%S2$mm7YU|+J zC;O|XCMR>Bocs3$XB3FAg)1Pm^P5z1na-dDM3Bx0;QG$yj0tqLz_lUEZXTFkS(uQp z`k0JF2F$o<{v?WKqO%k#SJa=}4*#f32|Y?;E?-f`%H5@#Ci*>hbRZ8%I_cw$J*L7j zi%bDTEzurlhrg1wLdKIPN4U6#aXHAlY;0`64S_^NILpe-_1-gPf_VT{RVG;;|NPvK zlz6%*r4i9k4*kOZAY(zftP1l;=v)AbLsX9PhkNf1Xq&zv#a)~c1Vazmdn0jM75Kk1KArND6c{So52+{L0GfR&cPMZ81t*XnVd_;pA z03Ev!y*-dk{9fRgc12N57J$aapkPFetC@vNCvAs_{4zQLNm+2Zq2aYa23ZZ-h(QRh z|M5zHl9-sdIy0mU@Bo|}eMm-B{olPP-42Z&6nwdunwqo4+CTMHm)P;+=z52ox>&ug zre*+_3gZF_GBS;4VoJ`=BE{VqJJ~rowUlX0T`(d8!Tzzy>hdzYd1?>+g~u<;b4O?B z#&AUMqv_O9ek2=O{&dBji*)cA04gSt!b0=r=d9R4$`x5HJlEcc7mXB*l6tRxaA8~dQ7xbNwHMn@ zM#0#)?|?z6IpQPIBO3$0a0S#C_%DUF$PPx&sH%pHdU9>ud_(WZmD1mN`G~7Ib)z68InW@Bwz89iv@`HAeO>?>W2n_FQ;B_XK;4 z(xKKrWnoG0&7X}sQ51FA2+0ft(;wqe;_;u~oNrY;Mk-b8JSfX>4G1@JNCyOW$S+cr zU||I`zymZ7@=?fz&>Zm8xMBfT3-)vV(Dr_=aB=YT{Ea#QlGv${5u!Px#m~37Po8{6 zH$UVfnD7uC-Hs?$YS+zr;Oku?B8RpDjA>;S6YGBSW)Rv(;!e-W;bCDrdC~_mBq+K; z2smE57WuRQ--o>cryj`s?r@j6&)c9?6P-EuLUfVhJFAiE0BdeI2l?E>>?}&fb;xSY zAu#R18h7$3(eSK>Bnfu~D3e!ejT9$iGY|F%Twv=$tk=7Leh&l-&ZoBu(PJ(2AI zEaH6dpij42tL=7ZI{d<7S|!hP*kjIVH;m8{Vjvy3Bb$28GDRzVJc{OBwH5C^q2#=n6M0h_)f!LGn)oc8FGP z|93!=emM-w1i3x7EvhSpv=+>Dz$Ax7bQmG}AEUeLJaIlJWMyf|%GMTT z`u!#g9AJ8?s!yR;eSfIO;?9Y}3$1GJZZB6aHZOa6r#X)Hn6y@mz57?(2+*B(S`0QR zTA7Ny-`2ZTjGp4${_2uPxpIG)0zXjSsr4DOTw6X?+CCwfldFD_D60Giv&0=i6B-I( z=$jNtyD`N2NNYn=lX012x->JC$P%G-jTpa-@C-B=K83(5KMgy60S_>I-5s6nxRwhV2Dre#VMJvA&>=ZF&Ev75cM&imz+NqxdKmtE!8wL10;V(29fd2v z-h+iU7|8aMyu7odK^yAv0mm}HnjV1s5%%5OmT@SMvEWgJEF6`T{QT}6Hwr2imTyGQ zJclo4`Fcnh)8*J5Rw+x;TVUwoh3vU>Jp~gu8u1iiEi#LmNjLi% zN4xoH{VqF^c^NbiIWa|BK-{6;`9S+;7#Ydt6!lEj&ev?zWbJD~4Q4i0R@a@5<5H=E zY;0{&Tn;A*|4?m&+$w98Wn$&)3o*^CsJa2D&%0w&je%$MII)_;^qqdfX_as9j;wy^ z?AbMtI2ZHd+<)XWHdL7&p;az>{Dv}3Ehu|-5r0*2Lmb8WSax(ZUDM}mmInr}DLu)` zLf(Fm@^KC*J}M03?Hil?gy`^-V*V2S&4E(dt3pLk4ccl^2V zFD-y?hg)%U=d5A#kkL*RA1_Pm1Btfn8$EX5#d>K0K%4PD)#?PrhPdGN|G?$8=oIn;D;@A6t0-=Czmi;T<->xstho{ZGOuhI4#xgiuk zepFD`iWXgN1eatY`i$h(D;S_P@kOlFjx#-tClI zs7ZfOad_;G+~ZcA!L^j~Txpt9p`)G;hSnFd>JNu!e)_535orqTk~a5* zod4YK8L*t%Y?Q*yF0%nO^?C$u+7gj zgt6d?3-J}ppI=-Yy(=q3qAOQ!h`15s0oLZ_IW*D$W66id3xv-^?i0EXeehs6d8vtY z2f7@74>s%>{S>SsBeQwA|EkxXv5gKy>E`pfS!uliuYNA2ZVQ)vpWK@G;x}`Q!v5>@ zfh{Xfk4xCE{clM1vXLA!6$S)>h~wmZEH|dPh~=WrR~LX`%Y&u4gf7F$RFm? zmjChjvyr~y|C6wN-lFbx^2+W?zDEm_=MNl!h}|Va^h+STi0vUjfE6i@ke#HYagZ#3 z-?tk*`tH~|h?xi$`lWJ=p|Md>Z!8KAgw!R!aoWgXlP&eW3RvB!Nj{g8?ACQSu!SfLOBUpET~kLdFn9_~j4Ve8kgU%{5|kwNXp zMjZqcp_P#jcFcZZn0mDQI);gzc85R86~8bf-<7#H71&bC4W8*eA=*UYctlGhP=XK} zlv*c`A4h?v*O40=tBWKO+M%=r-jhCUxeRt5X$-wXAKLa$Am>Nt6?&_R0c-N|+9Ube zarq;P!j_h!hYk(Ejt*Wuhv6?sN`fek+!8|BNS{yhNVTbh-gI~CFO19fc5Zb&-4XKT zHBU|qe->BnBa?AMZ@;wZJbC*-)oHzam#aUwZsg*QUqlKOkMP{(Y4|A+*E7C;Que0w z5pM&H6K}dMYBMGBxrx7QY~&FUfyL8zKtwnjUVtS5EW)W0M|I%97_`Ix83o@P`%XDA zNpTYGDnPG^r#(a%h73_D{~v;R`~Fw=gyC#8sgiX4RWj<&Hu5u!$6^=3_+gKrY+M9) zpI=b$uAyP~4u3RoSs60lABAtjs ze3a0)8dZ5V%E>->L9t3iS=CTAM9#`d=7PWPl=a1LPb?*0Ym?2Il?JPG!A2mBLj*#W zL{yX@B{0Vz5n7es=$pePK5^m%s?;ApexO1C!3Hof%v4HDES`$>Aycvcix+E%^2Y=P z0Ur!D^6>ENp{7Q4XjW>C{&A$y2mvcdn~9KNb8~ZVZ=%6odU_>N*z`-bt4e2VX%#K; z+Ai_gs@J7V(CHHwf7_nTAnfpMO5Mo-(;@6fU61*1g#`uIot!M+$4$f4zQ{aT_e{q| z8R=_M+xz)))vaCt6As zKOZEfsASASokRBv22imk`WpX0xbvgZ*X)x6n8EHh-dmcdu?(yTfFD|HGuQvXPzrlz z8hR;E8lwH4r%6*R+|y7`$56{aI5bommXt(nUClkuW&imVrD)Gv<4LomtJ_UbE>-kh zw<0++JT~S7(=y&pT)SsrXS54a9B0{WA5(cPPkihAZTr2cORJR0_$;&E`&|ha1Yat7 zhnJ=4Ki-B_{6a<5e4^FIQEBF#?9Pk!UaDh%Xk*lV(D5Ej-Yt4saNm~JeeE=7oP;&A zv_or(TRU_wU2l4H7c;L=L^OT)u&}sz^2%3&aHJ7Tqp_^WSit*e7sGwyA=-Zb`=G{{D4D0tgC-eP+68IK2^hLhjye`}CeDEaE4TH0M8YK@Hu1G305FkQFBEfq3Qre~voD=M5lQUAXGBd3@ zD@$<4oP`YltLo~?tA_T(7*BfM@&4icXZa^>j8gh1Kv%#opx=+9LK>NN{u)8*rJ-Pe zFt?&doFeUQ~r?hAgS=+c@g1DO-#agnjh!}O&CmO|1F zFOysBis$X4#p65!iEQxqH$jMkfFFQRu!eJ?mzFyks!ep`1!SX-;Q%e|LW?{TQ342| zKwDwW#r&=}Z`jb7Ao9TF01_m4iXdz74+ua-(e>p^6^{7S)SIu)qbi7?ClJFU>Jqr& zH6X5K6$6;xMtKl@gU0}#q2Z9|u#ARn5D&n%3!go!fA@|U?eS2Eaqs(gto~=Pi3YhW z643UR!R}Jph7U?!YAW!nnhzf)apc-I^0}Nivu6o7RcU?(t_5+7#*Q-i=eKCxSYn$$ zpR2*J_`CS@4C>Ywn+ej*&a305)1nbtf8GfQv=&~?Hxn4XDSqMH??OmWg`=IO?BlYs z0$+KpGkLf$_RA)TQvMc+&= zPIIT}*V`ExuZVfG(w;KnJ4F>1v-)gttNn;qhH9(OqM5gkN=Ulu$f=%3bF<#l^2;Aw zeylbW#SaS3N>MqgJFSWt}?4&KJsebasBe#GwL8&*v$ZBPOPq8zf~kGtqOtPtD9Rvjux~(RZ5RY zI`Inm<*D)-SPXvDZvQ#9!IwPC*Uw?b8KjVi< zS(4MyQnreN1nP{s<$z^L5s3>+ekpxoH%;;!E??e8NKvnMp3j#+;@CPe=ot81%w8lB zbriw3ZeTuB{#^f2`Vbt($Ksz1L~uH{bag4T3K5>Q=Jznv2<-5eVWSoko3~hbixdq$ zK-1X8QxS*5iI32JQ>_7MP@ z-YTz(p;t#_GF=$w$UK3X#5#TM>th&9+sjgSq3ysfZ^xpHM|_J)H{{aI$!(QsbZVX4 zL#obnA9L=oT9vy^B{R$t6CaUym8FjVeTDr3C4pqqmlTuifFG}mE~*xu<8r=Tp_`f4 z*TmQOJWNYRJFSzBgq5>jU}|^hu355?SH~`qru>;sCi9$fH)ZzAJy@-yrKuaIL4AUo zZK}t<1oNZX^;zFn8A(&gs;l_A2vk+8n;ve;QILq$iPL{#+cLZKIczvN?oH;$$rF=j}Jdh4%e$Ru#?^#q!MZ( z)a?Dtb@w54wZvb-s1eiKBx)3GS%LuFW`*HQk9*SP{c&Q_ngq4#yqVE9!Q z&SNZl_qew0qYDsw=y`a;=$wU8ZnxbJO{2(`s7UwK%g*|Gp1+FHBYW0VS^XH5%4r#> zK6bArDPP?r-J4oiP9vrAf$4daM>_Lj&x9|RX}*z4gkQV}&zN?1>H6)BI5}7=@!^PVyvjkUnW-;t@QLIhMF1Y#b&n}9c+jK+wl_X-LJQF0&szpqud;2GxtC^1=2@pR?qLHp)h<^OKgP}C z#f${;MEeJWVF&qid+#<&g-uu|6nCEeli+le{|H|k|D!o~sTu)kUp>AZyLUFc(8Qzr zJ*cP46d1>`lcmkYQ$})Aa+X^A^xEZ&rqQ>w5vSd^yLBBBYV+A~nKolRVqpL9<%Tc3 zOEOA7FhM2m&M~D_rr;uFSJISw?lCW+uIb&?#mMoCbQ6I+ncyq(sY6syI?<{sY_v1( z<5%@4jf=-V9Xo4XcT#|_)@k-y6IR`o!e1H>HJr(Iv9vj0%KF8+T}|at{86MmC#)^s ztJF?#N4D%e%I(KL-hHga>ZSFQbDMn&gXg!8%j~;gp){Gv8L;S}PMWg%if@jz`$l5k z{hFc7Xd6L$4zY<&D|O-Q{Q=YTH;K1F7`HTIa7BK}ppQF>v|D`bz+RbpO35vKdopT| zQba~4aL!)e-Ed!#GOKg=Kz5Y-(+i(lFTHJcYx{CE^@QcIPXuYIj@V#UvQL`ZSq7PL zv4uP_hx{0+hTf1f?Z5BLms9YpNAz>W1V`kJT<+{3#k=$(BCk!pr3A*si)&Ub}4DTplf1DQZSqrn}_sDOJqj z!MKw)%43_JJYh)h941JAw=v%%GyLr|9(Gh$N~qjtMIOd!S0VeOOfalM9qP z=ObBaeqW+aoBVBXWH#*ei&E#NqOuf&{rGKr8O}c*rjj{#exJMF_-Qt$2ebWxTQ8n6 z)?f3#72EwfVDzn@^>htmu&d{v>&m#SG3UKYi2s2YoR_cgbF0R zo5HrY;t>`M6L{z8tQO3aPqxqf-;A-{t= z?%j|lO*s|VIB+*fcqKeO?T%xxVS)kICK|>)ckoPPtON!$jr!I3J>+jtjc&&7Wf4*c zXZtpKDAHYtKqz#<9fK}6koa2wn91Ba)6`df)?~TgWL%+j&S%P9hda7QlFd(j@xta% z;#+ZzDLS?eNe#n&RUB#2Sxse^pX;P<6dt5i(?6-}auXdhtp{P8FnUwJLir6_GAyLs* zA?FnN`VRuQNS3y4_Xw$720xt zp~4>D1$A3Ra}}ChJoydq9-(CG_Hw4`l`^)+l7j4=n%I{^!f(9Z@+ea4<}+M6P5cyk zF89cnM5#I;v?P14Z~prx3;8#0TGvO8m0$ZfKX`h*QmkJjU%VPaO1HVFsr+?OMf~Bi za@w`m)lxP4W+oUoWJq_KaG$xhknY)Iwv7;?5Zy=J}vqZN`XEmzfqnr)g&s-{puuyLPeoZ7Yo7 zXsTT|YOadgcklogRjG3vr^0KAE-f~v56{C6QHgD>CHb`^x%xJUs(`s7_a+w9e2j*} zMY@2Rq3h>v)Ua=QnJheaNgWqKAmC7nr{E|neIN0{@b(aER)uWq6W$Nph01oMEIC&w zuwYY8yxFJ87AQo2mqLI$uU!oWNn+8rfKkh`1I{qkfZ|`ZPP^m`; ziH+ez;+i<@2cXZwz1nSb0o}01IimsFt7k4pjIU){<&#U{`>JR}#W*;QW~U}=cBVQQ zUjDehafTa_`a4Hm7mo;*ym*d_2sr;%C)6u7UAwx6oLz=ly7!4~w(iaY2X@o%+bhNQ?#oeDAud;v@(>Sa z3dIs1@3hO>{o;{i1jbF5!!NxSpBx_L9SdDjubvJ56{2{T`vbSr)jg%XZwP5m?C&Vv zoeBL_tZYY_X<+DMXxw9Em(f(@$4UQve9w`YvC^&Dpm~VHd;oF&v7r*)~1#ncQsH_?QFL*Kad2i7jN2+)3?;?yu6Bdz;x# zppxR7Ny_UlkhiKoArr7&sgHg1ZA?Ohc&N0fvRI9Pj(@vB@duvz8i}r&d%ML+Z*{wt zEUZlY`1B-0M)^XK@@)xIk#^fBQ8qrSY5W*sjn|wL4@YFsg*cPA6c+sblU*5}|9d#+A?(EvYz%6d!f;*dzn?$=;lochHz3FY> z)gEW!pd_Vor^#x>X?EP`s@mzX6_&e*PWPE_1Fq6j0!4wzQohHBROk2E$u7rCR zAm6Bhhjggq45aTn$jJ0zjS48VcL(C)A=2+apR3VE08Y+dhUJU~05UWSm1t&}jY(qi zlM&xOLX;BwDXNRpQ!dh&89+qTFrw*(G!-4)aexTu?OT{z>hqcCvz|NA;_N1}viZc{ zD9y!bVr8UmWfb;e%P9o9cM@IK{)~3#o+udo-h*gKpa^UXqGO;x-sUhf8^m{++GD$w zk6ZS4N7W_Y(W3xKr(#rE|j zq-(mNrUgnvG#g)nld?@#3A$HdY-Rko6(R;;4M2lTL4*Ub01+7{a6zVb3(-dgs088b z$cVm<4#uLSK#H=yHs#~sQ3M(a#OOI4ovUS^U%q?^>nUKD*v6$0e#b)x)0+lwcA`4j z;3+_s80On}FvMaLUxAK@gOrv)k6|0ozy3$`j7BgmFZio*6Nn%B%bj=#uz@9-6ob=6 z0S~o zz^%Dbcp#=VvI7GUr+=IJ#snV9XMlZTsCZG!%H8XE9=#JOki z)dYsKtww5${Gf#M5f+vdj14L;H^|b4Vz9$bq#9NcfI80ez(oi2yRMGTQ6(4; z>PKfEv9Xmt1U)-tUaQW%X&AJ2h?$ugeP^J?czKDpOp=iwbLSx;BK*Rfu(kg6H6{Y7 z|7)PEp36hAgew3w;3KqyLC&Ib`4t1<7~ zvJQCP*8X`|x0YV<%4rCQ2;rGcJ9p5d`4f$3Y`e#F(gf06wD{4|ZX-Z@CqPF*?DHwT z%wPz443R7NYrz6o&Hk}YY=aq0!7M^KsDnVSs+*ctV}28alF!x}POipunyy&x@o2L$loCHs(#}Ly*0_J5QHhwJMttXemZozGOT9~uIdWXEF&g(v@j7sDBbB3Pex!MrFy2=I z!BfYvpGN3w>=g$)xYhUM`f{^9IoVA;r~~liAW7{MxnWvU<=enTa%yOBiA#i6;Oen2^^m` zbj5$5&zpDms3!DJL-c@sj=W_}iQU7Of)tSu=H0*l8xOx7u0(xi@frkTdR`yi zt}FC=rf=xeXGi5A^&@o4Z+_t*ihFx#?n>N{;DwlGKfau#Or^E6wfuiJ?~0{ttlj_q zZSQD7%S;OY)~3myW3Mr6a}j1ZmFNXPLti7&r)28OPQvu`H2T8bpv*5w{Zd@UXg&S3^nmsJW!1NLtLHajkio*xC@JkErYW_%vmgYHFN^q zPv}5)1AJ-Ubx>x@hneQ}u1{@=%gUaoU)VEJAYb|rH5kRz?LO04s4scqEE`S4!FwiY zw$`7JiPDtj{Q0#KN%G?t=}!8Z^l$#7GnGFs-Z@Qnyt?_P`LR~>o`ee#U-e=IDvWl& zMZYnG_-Ltvawg-^ql4gH(VlenCa+8OzqA07({CXCz}V&Sp`kMoW?o)Ws;v_NDe8OzJZw?GgoGvimxZO+sE{lnv(vqN1boa}cfyFn<&E=)*NkPJ``H z9K@#(KI4puClEDv}G$A72qX_+QLXTTK0}%#L|ClwIXko#ef?c+Fm7IGTTOyWFZ} z`j0-zB(+4V)vbWs94;9Lp1s1fpFd=7kE^!T*t=qMD?5B$T$x2N0?G&ip>b&fX#7FKiPiB!=L-12{v-&1`YG{;_{yx#!O#etl>;1Ad)Q+n z#)<>7Q+w_i?v~lbbCdaE`UM|~m742QR~v6yR_~Rxy<_=0l|_*AdFUXObKGEKU!N32 z(RrPa7mSU2ju5WkP=Yfc9RcgTIR=9WAEagy=ll?zp>)f^kXD;7)sVe;&nb@Ostjjr;w#_r&~GFHAe zm(?vz-&MPRCsxSjZZsCzBuE<&Q&n|!JDm^$kB&1_08ODQwG1e}Gy*syc=a!Aas z1BXKIMUVtP-z>4M5Z;M5nVqM;O#Jvki;#Bk;6X;l2l4Sl4?L)03!Si_OD^}pH4#=N z#zC?$|3f2l_41Dc;AxNq3k*PA_OiSwEJPI`+HPmBq=r}oWqp>uW=o=_95-a@kvB+DoP1TVd%fTH~b zDFsU#X954v`b?ks3%Q5!5sfi#*yPGqD^xv3uIk!`CQ`}VQ^{+2s9Y80Gf~q0{+YvQ z+#9Z-9M|ua`7AYoT@vLt?lcZ;_U(Qz#H0PLhvTV%rG>Bj)!Jj0x=dx=*g3JIHU6%< zWipljch<}P zqrU4S7dS3*?D@enYwilD?yC|<*o`#o9`S=OgzwLlg{D%`(r~h z=UcXgZ!V+>8Qp5PJWo`+G;Zxa=%EdL-<3V#9X zZ_iz-ymNfMYh-ELRi6tiXVcs}#2lJYWMHqXOiq|viRdC1^dsLXp7xV!F)z5p`Ew7E zS-Um9So<8%QGwk8obW}sl|A(`;4$A5a-+njnP|_hFjijQ4Al=;|3Q8m0-Q7qj-Jl>{ z(%lHs-Hp=S4QKIv-`|;Y&L8K@9L8~&(LtZR*Is+w_w~81d!^dzNyAlr0sa7J2GRth zhaB76+J}tK9>uMHAb)6K(^6$4mV>^ln#tH}Wb|AHxH!fC*CgebswiqGC@=&21+ZD} zR(#HW2MW+Z!17()+<><9G3XiZD{H;) zD}(N?j-yEO1vUR3b5(v(ohUq2r-p25X}%8G+r}h5vsZFx#S5bg1-i(x^P4F$P=AaQ zx^W|hWn?Tp#vGJrf?+FrpgZ9N(wjkWFk}N}uQ!pM1a zmZD^BLGQDhpFhXjAGDv|g~=d5q|vViUwvTIATCf(sE=~*lfvA3_D?V0zrJHaa(#P@ zr%vdanHxT8Y`83H;K>JhTT49&R0yTh@7JZS8ilK;p?^wgp<%UwNvg7mfbnu=4RB=}% z*$!n)B^5gtH}?q~c#Q2{Fxn#~q33{Yw;EIAkDk`;J&$k-A*y`=D(!O=pe$-F-QNW# zH#n+tRL-9W`m16=YLN?#c14bE$u%u*2zZxPxP4-f?lAGC2;;)vGhzfNWQ~iL65MCr zU!EK1;Lvvp3^#y52g6zWK}q?#a3MA!!5b6-9M+gr*XS%0 z&gN&tO^PA8*~l+IyIoy0=n6rosY;q3d~5HYY`5x)?0)L52^Rggz4X?ajujhlhzAhB zKXB4X2QxUpIsyrkdTJG7C^La!DF*Xw`X+d3Nslt2-bVAAO>~S2nFtx)?H(LyW`$qQ z;V3_t`n{bw<^r3WHEr*5Pmld%vKIfW*hL^^Nn699A7WA|{qQ(Td7NDeL>xwLd<}nx z%W%%a-G#oSu{ey!P+O(SWTm=zf?tmIgrS*6kLe!kauE{t zAbFb{IRv{r?XriJFI1NM2%YDDl*hGo#*FJxnmSGaFG-G*vo3$ZJ?^D2vMhSBqRWf~ zOR~X^zh%Y}6-LedEZt#C9)@*uSY zbTr#YX#)*FH56nfYwvCf;&+=mqw%iM1b1UlJS`})G%HZc-%f#}v`K7H453fxHqU#v zS{chT>udo)lcay`wh&!x9O+Imv6vXcBh$^nuh-&0$P3= z@VC-kqLfYjjT7VkLg(;Be(1L>cemfCxoUFOYFwhV!{6E5Fl`^|P0YKsl7VrHmOWtj z?sS641-wB<=+v`Dqe0 z@-3Nyt0b3V?>4?C`h=r#e-HtZ1IzRse zbI>xl!vNaAZhrZ%_1P~P*{)A3zW~hUBeuXxgZ@*OA7Z)(!{7*L1&(_YzpK;~=SK_9 zB(!!8$FD!MnT}W^BbeHd$k`pNQacl%7I8Bg^T?*{ z^lreP*Q81|oD25fPS5SLrsjZx_E*$r&xR4n~WU&xrP4(MCE&3mZUS$%vp zyal>K`PaOc|AO_cIxSw^trqt~Ta`m865DLVur%wUwgu)vc>3#&u*+kM8Mh4Y^Ey+$-SbctiY*1; z%Sg`TJ9s|-d3ieZiD8ec&WMpQ35RFsH~u3g9*5s7+6~^YqW`6AW0BjrP)g1rqoFxZ z%bqYJ`**i^jyo>+di%`n9J!EC;#@6fYNwdVd6X7V^jF!=$ns+sSN2t%%Ss7i6*IsS zeY{`kO@xtCo$~Uaa`5WmE*`JDg=frZtaF1r>0Uj0z`rcjET-ol?&n56>|R`)h$qL53S5DQxCoD)9ANl`hwoUHNNrUMid}RO_MVed;T7s z71p%Kb@9*Hzw5y-QJ5s}zq+dQfGamBi1f)ZMXqbFzVkC#l6plHq-WjB_ec2s6GyE& zKj!ZNOn#9Wy>=7{MdN(=34Mn>q7CRlcWonHhM0CWzgOG54Xf9b4xCk6(kS}euLKCY zv>*6WK;w`0@WPw7rs_HXnkuTBd} zOTqRF?<*>oIXODozF7YBix^-`7grz%n9y)wR8dmo|0oA0UV8}W&^WH26gxz3oLu4m zX3N6>d&|eoGdCxBLV9}oA4->$R5Kufcx1~#OJY&5-^gB66afNp9U!jAJs1JfWhYKa zP6j5L;EpoqS70<}M8xjvpI$d{+`KhTd)01w2F5?Yt_fO*O{KZ5iS8L1x+9k(AgN^>9Wst=%;D`rB8yck|&lW)Wl0pPk znl()nyQQ^RWNOVL-}Zs}ADZ0>fk_jk4@33xZ zz|Pk_nga6zU;whm>X>}JXw7uwLWh?8Qw+i_z?8h)M#D~9S)-DM#=GDnWywY zS|LHW<8B<+THU7Zlk55LHjnoByryGYW(Nq&Kvtcl1p>2(zp$yc_<8niqq%eYs{h-8 zV*9hB%SI~J`w4MCm*s%7)Zl%o={W{2s3CX}c+o`ef=hJ6YkW!|39O$)T*9!o#3AQN zx$@Z88AKf)map-C(kIG6bP&{@v>d?JH77LXdqgZ8u@{zeGp1jGhaVRKKCP!{ljgkE zG}B4t7qD&5eH_CF;GvgY_#<@iqwP5thwkF`Ow+XTbLWtwho*1#F9ZRz!Q39)z0qb3 z!UeE}TriH5CJXnC;;Pt9Q?*Dx`vG&3NKrcNA?RoCr?7mZW@D?z)2)3HMADL=oJHjM zk}4HLQ-eM!Jel<=9_;tGbh2t3*c28zr_Wzx1VLY{X96@wNvtqo1I<7AFALVtT#eYW zRCb;PNhcC;nqR%w1V~`OwS4F1aLCAy^T5^R`sh~e`fJ#cRG(=X#C z0?npx;J*Rl==Za@zIB)lEJm1ue}&QzqG3V$F6&#O-ztXkVp(FkoV%XfhZXPnj(shT z2!y){dg3OM;8?gqw)+fw4X{(DIRk+9?f**j^o>!Ml*g(swun=1kqQ6}Rn&4=h{JK~ zxNP!t4iBjemK28;1s#a_v4!l4hNg$sYyorX_#N>O$Y5}QH_`fD*lL3jZrVyFgWXch zBZ}gK*NXkT-6n#HHh=-W)d=kz8#VyVANasf1G0)xAC^5j8UfZC)FV|$GC@i%N#p4B zZ32b^U?R4Zq%c9v21g$LyM!hBk}&CTyR#@o9gdj+HLLDv3vmVl2!Re^AiJn&*Kj;V zeFucB+tDPpX5G9o^jYDtx%2%#Ye^-=Ejo#3M4Kq%Lt;>f^h|e3ZOW;91{VH>(yao@ zrv_Cb*BCRnjFI*?Dr`*u40MtmpTO zg&_SBx>h4pzBXHgcTd&{bk%)qtXgI?(I9kAe2RC}0Z6&t4~{Jo`8yxe?X!LE^lo&{ z)ye!%f~PV_1#CYqAzl2+t5rz@aO#DOu*p1jv&zn$Iek=2r^uO`ydASq-dGyn{ZDy^+;tgp(?nmVXfV6q+#y$%3M_nY35;5pLgZQ(x z{gph4T&*y=vks)|p~jFj$hAr_#vkI&XTaMu5? z&O!?QcEcw_Gs7^c*%hV}pXV3x5$|Jjs#k8g}8EchI*c0gn-Cu!c<~#x$ z>i8H#G{0e^yoo?P{6Hg#Ocrv%CV>1Hz2 z-%1202cbi#t%!c`T`*XNvM1(0CNQ~P_K(wfiL!(<483MHA^9mxXy*?f2u4AG)+JaB zH43nQqWp)18SqYk?NSJYNbL^pp6(*>`y%@&E22BcqXc{w{$MMwH>(BN*g1u|(ePOq z9R3UZQcLtiBt$O}^lpLts@n$d-aT67`_!@&lvhIo19xEB$zxp%Y=RIAaRj{r$c$Kp zi7Nv~{Xd`$J{$%MO3_R3;?-2N+uiOIW76ek#lvhenAp!%N>yLZ|0Uj?-KK|Za-X!jm1yS!9eN&kq*FY z4?5Jj@+lm^C=T>0U~dxnoWv0^V^CFnlh^3z04@}Ktb7qhh$8CfyyHqVi zEiYeJA|Q(*WFh&P8#*C?ilp|s*WgW3Qe2jcbn z$j5N&1#99pu5Q*yd%|7sWr)z8vDA=fm{Or{LHIUCc<((9NJN~36W&~-2@%5U!$Xu} zFlK_hBcac9U$O1Dnty0R!|&(jZQY#MELGp;Nn>vLk5y2!C$b0;a%L1y-m7QbO}yKD zK}3}u6cC!LLdr;ObsgJd0FboqiW&A8_2Nk|s^@@!ZGY!4)=R8rU`3`IU{cq?cNxMh{)^ehTvSd{(E`b>{r{Gu4hp_Q*W zQV%TDU5CNSxkS6vb^!VZ;1GKL4RdRV$ONxsv0u~PFmA)lH2ZlCo@KAtN2CU|9i3fn$4vcIAfr6k#as_O5(*@$=lC^S}ig&0! zPf!GWaERDG?#HvXU_@BI)_dqfTuvm>L0pb0S>l%(TTj+&CGvh~c`;>|63L=%vhcaF zqtXKbf-xuC+}#T&i{AOLuKDic6IsDKqkJoY{c3qfJ^b{$ATkUt^C@)6PXsI&FY6|v++GP|1Aq9VqySRm z!G-4{9RwT`EpAWC!<}_#Cc$g<&W#!`Jq<9{3+SS7tsNcuAj$${zk>JJW9uzJ$Eyw) zQuiq`iYxvW?6BtK<)ep?k1_rguhJ)t9yga4C z3D9iqhIvt%P;I5UKOxHTjB}R(hfkLEv)>tb#D}N3Z8m8ufw*FGfiGQJpTVOKB!2kb zB63LYP|sVA7!%ce+VQq91^AZwjo6^dCglZHk9WJGEEDG)GRhNv-Dtp@NeM}d3BPyQ ztoX~Rkp0DQ&{y>CQlvQv)Hit*OlxfD`r{j)fAk()Q2b2t zlM1!!(T*I7LK}QijDkg?aXDZX!Iua;x0OSrtr+Bj#cmzMv!3L32jb{^E zxFVjbE=mW#hz|VMzjnWM85wIn|1Au21$Zuf2 zBFOs~XYy@%ID%USObO7K3r0-9JncJxQ-MgvSeZ5R(x!NT7Jw}Sgv^F!*3aZkn7BJ| zAcYF_*Mb`W2FU;;+Rjc{2irD*Uo6{t&JsZ(HRPk$4@-pefm7J|^{fjWhT5tx#Y`&k zceDS=ck^c=F4pJwB#~G|R!}z~DBkt!2^P9sGfu6R9-7X|Oki|}nA;x5*(AB6^S7E! z{(P?j!POrZjdnldfW#tDPcTlZ^}^6QNFQ3poGbdCSm7gyUA+?_@1c@+t1tg0p**Ae zCUO1tLN4Q5uz}6xukPm^l7aY!@c>t6BL7y**gZ5wf_CrE3 zKPoE*rAu2O|0?bj3|AAO>Z=>Z|-1CgHyzK8*eEU&Z_V1YY97$np8|A6zr zR9yTwsObRLM&|^&yI^lrQCF`A52*Lujt=m;*N{d~h5#RI+00u=4xo%65%*D*R#3o9 z(RGeZPiMmY0=7+YjwmFEDd7g>g@N4nG5~G>!DNrxm+9+cpqhW%FNdvBz@wEpf@CVN zhCqtz=-Aj}z)Tm3^=aiuwHvr0Pv+8@St15_z& zI9X>*Tkt^FBs$ype&vlWj2mDc9BRZe1#MwOU!a;*$|uv!tDw{en9iW)h%5&|P*wx# zIxiUc*^QFU3HclmD1F6QZJGHgKAuZt4_w|OJ?!xTkPi$fAbG*bB;!EM2j^n<5XlDl zSUf=K^Rv-9Pfw%F(H)9!(f)U<2m-@Vo^uCimm)*W-;Pm_{-Nbp+J6F+>Bf@hWYFtb z!mmSNL{D*9UjqG=GT=G@=d=X_#nVQMBG~8@Yw=NKn0r0j1k#)zB>@4?SqqLB8rRiM zR7m$^v6=wn(SR!tQi^I`hl5oa7G|yiMsUF(x|sY5=zj?$;Fm^6?Ldkdct3%oW#*m-cs6wb z>jN0pR1QnxIYf92N|@l6kqqk1=Ru})QaCLGJebOQz_p+Th7pIVG6-#A+fxv z^wU*0uA}V#(8>j;)SBpP@nHFso6c`f#x^4z7dE}`kLMWLy)mG{KewHuKj&?xY=#p3 zC@iZoF8jU1EX?^CsYetg2b)~{{JDUbv+$K(GgS5I#Horh^+jXZU{Gr%BgnZ1 z4)+fX_+ak`uqntwMe+eaCqM~nEZ$4BHlJuj%NJAn@mIBmZ%Y2*3U54#9*9zz03P=e=%gB~ES( ziZz)ozR;(GkbZt%6OsLx?Ta|TFnByK2J zrYi3(O5o~=H(x@St=9H0QV!m@A^M?*=jzuDvDe{Xp*U!!MO<&)O{InSL76lv*Oo ztf%Hmei1F>fiNbY7TY#{j`_AYJ6$KLyq;sT1EnVEV^eV;)&Q2Gle zwsUgM&A-n-T!OV~R51gr)^C2K1%grI5TL)#GL_N%+lI3$Sd~uSXcnv905*dhfLGwj z2Pi|logXD2mTGKP+BeeO2PdlZbIsY8u>(%}&_(gO*jd)tbm9GIe2{_=8i|$_5$0n@&3UtgjDJ z0U=6|S}0Ig`2iq}G}4n(Q)BE4Ou@!@)_n`1i*IMKj60bAGl$iK3jFbEfJ8ovZiFyk zY6c8Qe}>=^_{za~?oQnqu&EeM7005DT#rjcjPj&b5B3(*Wdt14xp~@6pXiq$bi58C zk@^;&;>IqTfMYXbC5SW%2vT~X?l&+n07%0xOKEVRlb6S60Fq)rP!K>Zt3b#)&viQUwoLXLets>wnBQFj z!<$n;?uA+bAP<5cXXBTQr#*~8DjvwH0g-9i+KV8KZPp6Zo$yfKu5*)BW$93m*6AzX zi^D?`z%yy!5)f4D0%JHDfdgs14>>vP>#`u`Z8vHTVk;ED<`ZH48E25$Uxgp^Sqx6; zeVGs=ITI()i}i@8v4x@)ghG6lAuV|&YG1eAn&HnDB&cpSnsmXex9JKjq&mx!eyqV% zTtZ3^I*XewQBWwYi*oppnykDZ9tx?Bd%!JkMN-ct?F}G7duJy}>YwM^18+$ly`;mW z+B2$#Wwa}0{dQopN?22aiCsshE-g6#6G{E(HO^N_tPGa%>Im?#g1t*sOeBkl2|89#-LUe7LoolC&y590>L(_>w~R*fGRzP zgjZ9?3SMtgLsD{b1`U3S$?RL;%mWU}R#Vm<;P?gN$9{uh4-_nh#Q+h6oO*b|KzIV! z&a_GQz{~Y<0u%r+jXqsQoPi0Y2(4gSqxdz_EI{HkQUP0xZUORvMd85M}~mw)AtTYIfXa zWhC5>({Ybpw%6U^XWjJ}{CqeO6pUY21&$mZ?vpzF1dh>qf;4rY-scit6tO#C>NpTV!RS{302&kLma>@&-02Nm*IlfN2I0c(Hi2C--;D z5=}?IiG8XcWgC-OHx7}=0jIjwbDvXZ@(tP$l}&4RG>JF5>-L)eZk6D2TY}LU@k7Bu z5>WKuvC_#J0r?X2;EEwa7W1`H#el;v0B3%H&}qCPu%7-UOcyi4-UNmZf<+5_0$>UW z*u#K{VZ_Xw}K zo%JrG3859R0ZiJBMA+EN2L}hMtK~)m#L!1@cGv$}b*=zrXo3<9{0>MDTYLMkkPwht z<$W^1DIE=HRIG+jjSJiVe^eqsoWYd@lQlqn#`s@0?V8;ch?)5dvL&4lv;|rmYgPX@ zwix8UIb-=a#)16nl;jUe7$hVEPWz{6{jksQK}hACct$)7^`Weq&={F6m>>5Oy_OZ` zO^OZgE;;E=H~5#YFbs{@>P-$fRVv`2mU}*EK)((GoF1K*zZ+8-5dln4*SJ&~5sSyn z!m~VB`a8RBZ4EKbYem2b-A*V=-T_28qzGnLJPb4^I`3@sC)!5w33wHqrYpU2*`A;Q z)w{I9)n-0*EnkVGkH)f+AZAUeghv1<)()5}_~7RYLd~Yn+_^|2D?So&zA)+!zic)q zoDrK0Y}7f|*{YR`tuJ#FSuGlGj5rb4s?92_*^L;wpWZm43aCHM6}&SA$zq_r+vv2H z+|b|-Dmuo}#&)_w0)Qh+$;#d=`(s%xHYR0c9PI4y0=pG35;DJhSwQ&O3Pj8S)Eb0L z?f%^d#1XKRD1u&^o{>?GOm^tkua90NP~$OyHvo8cK&V*yc{VU-Y=PLfN4Os3ihwaS z;9V9F5CE`9H@EwHt+Jbl>afXm;|?6`y-8bfj{hg_SRGai;yrC!&dP5T{|9$0g+=Qn z3nJaQf;QGW-ExN?xeU=X&+3!E_qAPp5YhEi-tiiKO#cWF`|Kab_pHNlm<%XXlv0$J ztt_pZKE#Lt0XEw6X>0puZv4Ez#2N6*`2%+q{x|U0yJ{0|#-DYC1fg6l-X}E-T5y2; zaR~a_y;Cl#2Ar7{H!6h(lWrJgcIzYsaRB=#uukM$sgtCjp~)JV9v`QP>ES6!{7lFk z#8k>uux7(ekFj)aD%#64F=Cm!%}88A-jJPV20?_JJ^G6DQkuWLUGAivA0~r|&^s9L zpF~Oh`!}94^5p-OpL8g8YNA;bebiYcfLwea1VP)3B%yYp@)GLn`?v%ot0?>%GqRbQ zOb6>cU7qqklvvP3qkm4wetuv}89){kEZ1La*52JA+;3t$K%48z`rp|hgR~%32*igN z8wV$bC>KtYGxDDS<}nF)-kG~gb{Cp;7Vg<8J4*?9|8KbCuGSdCix*pf`~_{D_~1Pg zoAQV5*CH3sQSP~dOp){nuzy_Ket8oC(}Ei(>O*%zAkjjp&(dvdv$;cUM^Lw3B6_Az z)yDn?3NS&$R$X_M@D$578IRr2Nj&0|9C#YIS)1&H!t-l)MeN=2Xebeg|lu_{bKp~wA1d{W&ewF z7AmpD;CF2S@7l?l*{E@C>BdM*7=m<&)F7_sW|!tLI0y)s}-_@smkP%JU>kY#8tGMZjBGtIcpBI zblCXHZRD@cYn;=(_qMN$Y0VMngmJ%G(XbLQWb+BWZr4CZS1?3}vu43q2{|LCvxb!^ zO_Zu&z?NxIW;#7k13szjX~XM|BQ(X>u2WCAqqnaK&%g-?<|Fd$X`qEKrpCA)kVe&u zc4pJu#YrD-bJf04At-rqV72XN7!gf@a~=%QH0IR!ww>nI73{@jG(YR^Onvq#$S1>! zYt-V3wl0gQmWXtq#4(QKp}NY*-cwasLMBKwR_udnLy8-6{d~Oyw=c6!TT4bZ~@a_ zZD-+aLI4H9+ABys)pEj~@{b{1p%DN*HMVpEpQcsSZkjeeVcuypONCWW7*dTi4i^U}bSjPm5065L+lrto(i8jOXsNI> zdP2CF++3Q;>aAL`@U+hw9r<}0#)7?C{D8V@GTYzII7AH0jj*K#KHS)h>-!UohGe7H zjEKWC!+1{*>#{$wCB#D}`KHWCIxcsfI{mMtIJXNFLzxUNQ%~&oOQ9k^ANWvguNo`=#T_Y^a_M%R zGj|rz-_)0C83UaTrx^7W3>rt^>D;8G!c-Fch^+*{C$@1D!9+yAzZ~D5784-Rj5fTF z33r4jz5Cls@ho{opNuqoteoOEhD$&S(BsLNZpLEr?459roygEwb4G@HZ&`##BOD8p zpZM@et2U=m*J)9lGmUowla7|IkS3&&SoxWL76Hz;jwe)|`^f}`85ogt4K!>G2C)Yj zIlTn)XN1t!m8r2}5wE{*8~e`|&tGQxT0MU4%0shbyB|n);&m!Ju@4__ZTNqm0c-mX zXPiIyE6Z7Hp4uB|CE*j-?yckh4A z&K>a9hX}Rey>FK>(sQdEYypSMHg;i5MksP(DU#3ylKGhQJ_G&n3(i_s*9LdQ{rkSL z9G%BYUBoa_J}TT*-Eql_3%$ua&j~5`Ki216((qio z`272~Y)av50q4}oDo#zio_B3iv;9i)@l!(Pw3kcZ=SO2cD7B7lAX4Se48{;P;#uP7 z{t10bExHMphhun2493Fv_xyL6VvwU0kiCDMhAd+4K?o=gENQ;*5Dp4TtFNrT(i6L1 zr1eTXZ^^p@wVM3T#i`L8ez6E8Eh0l)iC2p5L@2F9hA0m);sPO;_0@q zBoDhgo+puiBPY;mT0DhR9HH)dA@*l+!QE}Wvhg`lLv0r~9Zrwqnxf-*8vG(VIfsY^m_1ax8 zv@OQp7e%An{fcJNFKQ^GCk^=*Yp@=-Ml+fBxHM3~9^%_(Aj&TY+w)t*BnaJh>Kgao z5DBk>gU+ZfNnku0J$I62&1#<8jk) z?wfugZ*Xs1kZKS!g5u(YafKacM~3-_S*0A!>}Q^A{FCpn zZnU&MD4G4J_FmiO(mmYgrxAC)0;6EbYb{NW-<(V`MI))vMdscPAB=?E)bz1@3L+fA zBHS4K^DRyaIFKLxt=UyyIxVlA$T#b-ov{290A-IFy=s@4UZb3ZpjX3S<=D)P62H!ENrgtNBMU<<`mg*u;)TbkFdk`S&9_3|I75D^i16#Tcsf9f}2){~fFm{8Qd z_wm8>y@K=UgJbpW(G^B9Tn-B{op|3sA{hQ7^K;jtSz6t5t@3O^8jOtI%HC-4xvB<} zk@Wcq^W5QXYLoe~tNwh)Y28=53raUDI-IJO zMHLN2=kMLMKPjl`m*x(2FzlF<)LtX2$>Cv890o8L25eyNTBts?%$p;NSkjBlzETOU zU*H=uFCagcEP9dkK0Jdf32_VjqW_yD$uhm>b+hHzAXqf`ve#yf>sc0r@<%r}cXfe3 zyu5VYyNY^305u(4A~}u6lba_h;@Vx6mOp}aB(*p#H!YhzOz+gGs0VSQmJs^qD7V-; z?$&NBQvA7|0t!HHHxxDZcVH@8cp~6!rjU7@CoER}MHM{1`gyE=Zi-pGqZp zroioYd{-+w&S7$a_vL6#?^pA%b*?ni`>utNP`6h#Hh+?~^JX-erP_DLWFi*C{Z(Q% z?l(#^8msg#^}IKh56g^OTZ~2JPcPF1y$%N{1StcE;JvQ@Zk<@UILZ#JU$0&TzAz1D z*K@L!P%&im0S}(wL2^aTps>gB5E35y!Y`9gUl#PZcN&jf!@_cA8!q*lgTKGU z6!cqE$U`>6AYmFU8Hdg&IT+j%oeq8^O)}%0WXJ68bspWclaXgAZWQBM6SCe0QXjH} z`SCuNiLEA=%Sy9TH=jdD7m_Jhb#N5kLB_)_<}P}xQJiG@$uEcD#+jX|L3iZ6yP2-8 z?lrVm=gKyLzi}j{3ai+MY4@*WWJ5Qj7b|YVt6{y{<9-_(enR?%pT^~VM8-81vHDvVE5Z$Q`YuAe7aSMGB2@W$kWXTds9?xADRF&mk&Rc|klJyw*IFfXYY)rQi|DE!(K z+?s<07*E#<*X62GkdRb58Y|WvIGo(CoAkUp4dNiBv>*>0$geZSk`AgbIC*YuufE4b z-N}i%IlY8I`F8Gww2XvR1~qN#Q9UUK)>*E5kY*%%L(VpM;fSvxs_bp$i?osrzhC%V z6Q0~Ngw|+)BYOXfG+KVL$7=Sot}crwczLu{>UYNn4OX{xc`j6Jtij2FG^}WvKv9{! zMGg@q&E&YWjbt-UjL4q8Axm4V0O-;W$2ta?YJ%SVYje1=govBF{6UAH+gl#H`|PkG zF85yia?)epAQyp7E<#^``(-Df*d8^K^y6ZlD#W>i583zDS;rA9C9E85 zCVy#TT!AlHtrFPBfhfUACp@wn?8kfq%=;mc&ea69$SO?;Gmu~NA-o@;-v_@)=s_V2e`~h&BoBjd=qXF=|rt!Knx> zvpt>cJc@Am-Iz8&sozBu9Y0miYtdcO^#GO1X=K`-|e*kQQf>J*JP8H`ScOhleoVZXVlV6 z9e=Wo{X>xYRBdz52W1du6OM^Z?7N88gjdoXW3J`+K6D-X9s9R5!p(yo)wqwD4Wt}_ z9!_dqN>`&!z30XR3KCmqc%SXnQK@1_%Ex4ac=+|aUB26+_%QY*X{9E`@66U@Nn^WK zEbvW$S->MS;Cx;>ue7s&l(QBd&c1s<`Z+d^>7{~8As;9&{6zz-~;P$Ss(++DgP$FQ9!}%0!YdbUGMxp9De^g0TjiiSk zLiRuYl5RBH(XPP}U7RsZi{nKB^F4xZ{ciT1CyHitQE#S#vGKS)|D26!zxL*Nj6vPQ z4RfGqd68*yj(?X3d=@7eD~=qLo(R)kz6$J$o9Y(LzBWC4_+&XhMv5t>(6U>3(##hp-iH@7`KP_q zr`lf;@$=Pf0F*jtA~@%KWooa1QN#>{=Xc?j4V-Rv#4ZCvwxP;p?}oX3`jJ z)D>~4Oq39$bZGMM2LG)^C7x}_n%O~xv%x}a;9cid%Rm=Iaps_=ND-4^t`I&$Ybd2nNsEpu+hb2BxQUOv?kR zDpp$zD@E_8+%=FPDFRl0=UB5EJk%7AoRazlLUhdQ&rf$E>nSVYY?UY9@)Rq2Ta?0 z1MXzq^Y`qQnran}C-*{1NUcOS9i>Yeu3be>jRyoy=Igr7Bin30-qpp?g>|Ae<_@W} zkU{Nmb)aMd=Y3f#fu*SPdgC1UF7)Mj_ATX!kZoHfH?Ic$XLY zd2`0qN#Zd=D7oh9G&F@cad_`e!pgtbh$a#Q>Z@tj7o7+x?!|isN^*QW!@T4naVJRQ zw_c-_&F!s$MRS6&Ry(SAeoZ81bwZbala zX1s+?RsWvme0g5_$BgUeyR;{`)>Sf?xxdptqh7X?75n2Q412q6cO*AicGv0tTEhBX z+Ks0BeW=A#MbzOoXKsov%I9Iqd@hT*Z3A_`kh+c1xQud{!u6S#!3?^cCcq)?mMpV1xlBR>@Lp+1cse*ByPZuzSE}zzua8wpz=FZv%F>&F>yKF+hv5m= z3Fl+OO>@?h#ViYN@@Ku0o9$ixAciBw%fqPnl$Xh!r|^RYZ++zraT+>afY#WxVJ=+W z>_|54Ttl_ic$gn@rmuDRf;DTmpk;)_(QnoAC~HAsD7^yrtvdZP&Vl* zXxq!D6y!nu1SkFCw8q+XpU2Pb9^VMW|J?|GPXWlUm6P)nc2}azRJurkX!wP+5`TM_l{IqC;hTy>#0{jx_=`%G1f=O zCy>$`WnF(3?sFX`4ctgHzZUu7re+H6UONXt9t=90AmcK>>Leq=;$zhrRbSHi*l53N zZ{{2aE*(eh&v_(e{Jn^&>JRVPgNgz|3@$k-U%ly#;&)eX(_36^k5SGXT^Wv z;ipqBe&)B*VO|t)jubNAzO={c>lBNIO$6#SGJl$S9TJF*-#@6(CoexF8`mMM)Ej2x zUeFP@_V1(lX>$JgF}AU0GhYQIKR;*HY7_q*nLkt>#+IN}>vFcC8sDE`(v!&0?AwZV z(L%5^A9jD!DCX$g_j=&I-I@8M-jjc?iL`qS--tUkGJvlF98_{4(N>c1pEZ3ATmDak zv7vD_XLL;1ylC5STcy3o=R4W!n?}B&y~6#|oA!q4xA4oZ`(XWc8J||@eDu1Wv9Go) z!U`V0*DhTmG(r!6Ud1!ZqY#0lBq0f-&J)KsG0q#!$N^($T7V}4^xu0sX&y7~y zQomT^mh11vIBK&6YMAYf1xRzitL9G|UTY~t0JOcgvZ z_;_GJQdDU6m7H_`z*JyZ;|&{QevKstdNi8v-ZH|2(MTs}6P_FMKMd8VPbX`l3q2vw zZ*B0~eG1@kL9$b#T^nv^t5WP4J{^|CZBBiG&{;CSV2Eaz6SS(!N{>E^y0RnqEm$ z$m$MfMLIomyKw_IW#M8oK~iAkbUkN|`OsDL>-G>*mV;VdiBHdG-W->*9jhK;lZ80@dx>v zl8eGjYTjxx-688lmH3;Pq0(QuG|qb_{)%v&9<;2UL2fMwu6>Cc*i81kbPr+X@P|cV z3rQMnrt9^c zFw#%;0k+XG8Y;ct86U(c6uLv&^S^(Gq|}Sj-k#+{Tt0A?H*Rz1XA<2*O(rXyh>ay< zQ`+;Vr7Z_aZSb1A3l!_83-0O#PE{^`e@~Z1{#AP) z+-qLTOX_^nO1)~(66DQqrp2A@9)GDcR7=Ndh!zr&I4B^k@CYt^ds>yb@qWQjQh$}7Yb~z%drK!BCrdx%NZR{@=7W!pk7ZDr^iukLq$;i|Yg5EN% z05ko>b|v4{Wdq|NgN7{&mi_ffOoO)7?3AdGOL`VNu_6mkfDbT;nObkRZ1r}RG~1pT z3kr_>v(Y+hJX1CL&GF(jf+?oh80P>%?0|5G7t6=$B5R(T3UcaX*W;O)$tz(`eIbEZ z8*_rd3AQk`ggBdw(8FVX-ek@_Q_^>a3&Jju5<0lF{rakb(46YjyK~#StBg-vzqRQ& z(JLv&k)QkYDOfC)zch!tIC>(tT_CWH=%jWl_#_5PML=)S9gahNCtP1n4?X?BhxvKZ zjzWPos@U4#$eygYGORVWHJhKQ$SKjJ*v4 z=U5`RF$4cYk;8b^J@2ff?TO?zMkwt>@8wBB(am!^Clq_@csxxnt59~hXHzvKCOHh;(Lie)sg5(^t?h!pD{-`AsLj`We^3r z+Q}_kN27IDFLvt^`TFx>?PQYKJR?tVCTm|?j_n`DLkp zH_EU*kb*D>=&PbPMh4-b$p;9z1Yubi(*GX#o(O&y4?^d`9>P}=jOH<7Z#SUJl%oxz zh0-)=IQsiEJN}c8N5nG8cy1pqtVG874wavw`2kIhq=P%^LPa;%e$GOp?)+TvK^o>3 z*~RN=nG3{6mB%phftf0~7&^vIaen9qhi5`a)|57Gw)f#$)+v&m z>Z1&t$!RdIek|n?z*WuqZlLf9C|Fo|)hw-&OG^ojKc1Z9KEs)i)91wx6O*kd*r*39 z*ENLK(zK##uLyK{K#zR7e)93ZKOwM6A6ouf#X2|2Nxvy?n*|3~wkf}d{T1-L!E`1U z*2i;dWdDeNroRqV{s{kVFN&`!h`; zn&Ky75T-R4`6ALpt8aOk!91sp+lUF`k~PomOkauu=Mc`0`R~v%QES?!u*!gq4hxRo z%ey_6p@iGI2re;L-(MZk435GTjl&;hKeQ&xO1{cB7@i8V!D0Ph*+h%$ZSH_40b(1- zqgJ6wTGKERQ)0|?nv{uVTTHV(wKya(0SO(q%faF%l`aFWTOK)XmN`v1s}H&hzLR2N zRKUY5du?1+w$ls>B-3qsv9(~i+ooInm^~*~V@U{ChQ**Ju(9N~VRe%06fr6r8G{7j zl;O)f;ZZp})tlHL7BbX^L3{})7SMnGdwrDi2deQ-XD!9M53xFN(GR}e@>7=FcU5`6 zTalI(&sE@8E)C5B-&%Uqa=aq&EQtK~RU^A)Qd5shnwhqMXU#cbWRD$qvnvVMz>t0{ z9C!bSi8w+}#i&X7CUpMv4(j3RU{?Yq&iE$AcNs?XtsqMpKhcF~6h@G-lgpnb06c#zszSMAQj5}eL{@FrDkLCTL1JhCnZ}_5& zD4@^-%a})r1thwgre*2_6))D5)zUPV@<(BHl4aiR?}-(R`bckm-4IFOvk7ndZDlf`2YYxmE7Jr<$G!Px82~ zF}-kWo2p%;ejJRB))@h*6(xK@+L3^^00&WhIO0POpHIcpo$}uenqj?6V!j)PUpJU~ zf$2SF%!(|U{QKm{1N--tzAr=VIG|<))Is5NmP>LKzU<^wOG)~lzmpEip}E8x9KQ%T zu1pwkXMjOeM|2`j$92O4gluXe4^w%KnonTUDsr3nmnx z3E?EAEs_@<@16coW)8%&m|ViTnn(|k5?Ow_F?$y-`weie%t>yOa;S%`jNfwy>ary6 z#(g$5sE$g`eNPHyZk#D2?>IIB!DSY50_8g;oi`|AUUY3aPD0s3RLHL=!2AKUlN%k@1CDj(`9P%-y>ph zX$y@Ar7!aA51~}up(q|Zh~3{_?ECgpcdmo{6zv&e=;^rCY~EcECo)nnHnwQ(0 z*TbJ{J=ow>v@$v=e?v;F&owIeUkO_#=%!^hGJ2pR={ec zvnOo0y8?X7M!_@jC=;$xl5se!GG_-KmdO?Td$B&E6OaR+Yc1N z9-U)Oy=MQwoMQwLL8{n4Wj6J2YUSe@^Cr(xpD1d2GJp1ll&&$k`M!F9ehxzMhoL~n z!GOd}c|i8Q^_5>5_a{#LZyVk>rx_}>@Ee+L;nH1!JYUj0bMam1LgJS|z1x!?R>PbM zBGE84Eq0`n#BPYf2PiH|`+B)>GZ|`o^(r)#ddwNV@VXLJ*pR0-p&L=NuusFWhU#Il zc|&*WRi%rFUwL?I7-Po;x8vcRB^ zWADKtFI-O#aJc1f%g5Lbnn)kX_0Fo3Pigl!r89 zS>kv6h@kGc8onk6O;~%#=yvc250GH)Me;uP5a(f4@ZWej`~g}hBf{JuQre8?HHFYr zPsphz`{Qcnkbb{;;;r*Qgo541s-nS&D&N0GO0-Wpq`^jcu$#Q(5xQWUva*Xe9WUk< z{z5AbcA`Aa+{($YLaW3G!VT`-vwJwu4V-aOC;M5wY6g{dm@p{=0{Vq&5wGi7FNH`u z($BnNOtyx);;q&j7za7R!-@2;H5K^3$c(>h29t9QZ3grFVHjZzH>ZOK(-ReQJuuO~ z{sez==Ta^DSbw^fQ`4n2O{S$P2|}yFDrGq)dI%UHh_17kunCM^^%!hfqt>F>`Ux+I z6$SVEu(kID1aGtzI|-W4*Zh>A*wwUH5D2pXK`iTEf%>5fBQ9$s@a<*!uOD!G~k1lsZh19+oYY<)dw|lBO_Yu zR$VhQAH$#&r!J-t_s`PX8&1zU&#v=l3-aRPrQNi=@}x+SqBM!<9dgBmEq4vKS?cQK4ofHy#lDDx&Tw~zmcK;h~##@*BS5ke($(KI$Bzf zwK=cW0Ac>`-@m}{^ndH2KKE-Wzz(E7gVH)MJr6(!9RYVB@ZZ3~0q_+qz*IJ%nY-FT z{BH{wpd-Ik4-o78`#$%#VO?8Giw<7Q%IXO4F}?xNfA`*+ZUi5KUsGkk;5L9XgaZJX z@MNwnYv=b;-)?VjgK{ZjuXlL`pmM@k(Iv`0F@Jhn}x;vbAQBZN$!{#`xcN#W{uM`|;To55o6hkx+Qhi!pe}sz zb(Z4D&*BR*=!RK-T^%=8;*c+1f;^t@ zB=0at6Hl}gev7vszFE{y`(2~R6egCLuS4YEsl?ewFjG(4eJTF2p~Lv`D7l(>3L~KT zxl-WLg$8QBEk$CT{{{_o&Au5?`BeGv-N4%ZK~`=}{@Ivet=E%D#>1XnPoC0~2C)P7 zcyI13h#k%TlhGfTVQ%9#6x{%g<~89MgS(zW1pXbo+(-+M(I`0e8z!gzhU%PSf44+9 zSGu?5b6O4Nv3}UK=xErR+!gc1lAH~xCvE}{+Dvf5&d7hqeO|{7Y7kIXLLhG|8*g{_ zzy>q`GguPqkHAvLdp}P*dN>%Y#7IjEU=9J({PTYY z`?#z!+i9F{=bz&Mk(=P-ZUP9vX#)uM=H}*g;6vgD>~{hiZH+t80w{j<01zJdwD1t3 zuxQtXp(z6&tX~E%#sC--peLeFT<=_+1xW&Mpp5wVD}dW56Yt!E%#$it%@hlOA$*Qx z4UQoY9N1i7@*6PS0&fQHfM4PLrbtB3X)Mv1J(}dd6pnJ2!{s!rXt%r*y*K00eWYvj zK;K}KthpjDzn-+Afz)Qw2pK`}18G^_iro*A!Na4GChw(I0TxZ4)q{+}OyPXig(LS$ z*LR1zFH)OzsS~tJ^kdS$Ch|xd7s_pandC9jY>xOlYHKMqjBy^SF@k5o!u6FscuJhn zhux8_#2J&q4&n|JBbRpU_qPw*W!HByvIiqxKzJt7JoB^sNKLOz4UU6uemsj09je3L zYRC&4Rn*SO%lBQ<;NI0QLIp|9mn-WM15fA4IY#OqWBmt_l!UCE){os_+&{l+XEfo} zxYAyIOvc{q`6-H+PKIQh@VW#Cy8gVUJ(^%Qc^GavxZ$VOAP!e7!Z2saX?EVW4gNtJB>h2g{$TLXhdRuqua8BSW&5LGx<3aASY(49y1<>+)IKT2}MP84-op-#yW!N?!)y*jUXM2`;$)NiD z-x&r6P(E*mLr-H)v2!x?5##XJPOo17TIR^o@Bhsq28uSJR{E#YvsEQu^?};f^6SIX zF*bj}$uX*>3G;(SZ2DEg$b5P)uSltaMy5^X1Neojg@UO>L1GGzjNd5oBP4CBjmjV%@sV`I zbi847Tbja1nA(nVe}Z!Ix4>#HM&1c@4#}3@@dYY@$)pg54M*CQ*lX85tahgQvu+6Xe8|!wo)-ROL@kJ15BQjM0E!%Kf;a-so3=NCxB*9^yd$#YUK>z&u;>GU;@D3 z0rp}3lcaoZF9)_?0mHey%scQ;^bwB0($a?C`|A{X%E&En@d7&9^R<@yG>hyeppF=@ zH3L@1Tw7il3?9F#O2eSRZs}}1&5NT7%}z~i-9HmWi+k_{#s243DqV*HrsDWC^jziu zP=UIR4gvOs$&HP!B%r2t#yPu}eSjpsk`IB-#K+v7=!?JM+xuZ$CVuQEq}mZN+OjHoz? zl)T=?gUPRU?O5&dLFf+~M1Yq1G^1-y2KCO4E)<_pTf|y4VTJgCf?6xdSrPy_;4G_l2d)0J$JbZr&BXt4Dp&iPu1*i4_*gM^<&FT6h>Jw{(11czZm`qmmL13kv~d#(2uav8WbF(W%uJ!ss2m zi^}2Vr)*#OBEbPDc=}JEU$j?*Q?%F~zJO81Vt=eAg8ZkTMJ9nm`){x7bvsm%I*%|bQx+KK~A-^;SPEI`BWrtAW*oQGLIo(-Bv=N z6U7&l$A#{!K!CNeOuVf7ObGgVMDgyUr8_rS$S@0MxszsJj#kYU9F4w@AM*0F6e3$g=5Ou{*+paQ8=RVF=POKiFzG-foF4F({4?p*!v;XiBG_-Oxt80okZ z#Up$@$^qC3MCN;sWR!h7pn#c0_ru&!fNKlIn>7v;D8L^8t+fs)W(Kr9@y}PoQ>DM} zn_0Zv_OrY=zRru-tzZ%vQQ%>ni@EM!TOOH%2R_zU72&lK3TzxsVo7Wua*upVy9jh55b zmep0+p_!ylRMP;y4@0pT+<2X*eY*a3@&l^QAd_6{kI;QKZq5{^iXPedQ8e$sI+o(D zWg%AB;j@Cbl^CGJ6nMuh^PE=PaGCh=EqMPi_a`{4J~#B%l62Eg6@;0ZmWHxutK+hj z?nJW;=ljKWKYdm;`+%ZUeP)h86)SEB2BK(CiHidLvoUEDsfeqm+u;u*$18`^$QAX) z7W8khSOa4e4G~f2U4;VB`Go?ZzQ6Pd4rp#%_)0)S!dK?$x?>AXKP}=qT$z^Vuq0jW z;kadO)RI={<6!?ivoPDV$jN-Xf2x*@xE5S<@5yTgEkZ<9;MxFZY1w3G;@D$7yaimw- zyi!@BY7*)Hv-b_Rg<9Ps1RW$epu-CZ4d%8-uw>`gclB9JGa#H0v6IqyE-k}6gb!Q~ zvdlrE7Po^k@ZN5lcfVkx?l@Q2;KVCIX8*jE29PRa@$A(3UovSZZ2s+jNJN;IJwd7~ z$mt;S%oLuNahZDmFw1+6jD*n_PennXiGzz9miUT?GzL zq*GufK-}A!4CpUipe#9~56F4Klk%B+mZ5_MmwmGe^>fHPJg_tCPhFRoQTy%OkwL zk$?Od)Iqqaemxt3ADnrMxVaPA!%wZchC45E$hF|Lc~Vt__6?gDM03gsn(M}A9Uy(A)0z{j(>X{e*KQdLLHtczPvR1~V5o|NR`OzU84 z%lz~1j^aB;RNt^kjL;qM)W5mwcZ4XbsQj0Bh>~vJM(Z|;ysaNJdK0uv8DU8rot(g2 z42VQ$cl@S}D6|TQ4G@gI|) zf#W)rihqFDjhs3@YfZ0h<9VR@a=iJaqyt`1!^a@g?FW((2+8y`{+m$%m{W@+Vq!Z{ z@p$?pwn2_y^qOkiVTp1TBgJ^k_jK`>?esk2<&C+OA{8RTNGMX+QD!=jbAPZZIvfE! zdbdMR%W)+1)Mr1e+QB|LoDYrxA7+CvKZV%6D_FD9mPK z(*akY({n zyquWBk!gbu`hsSJc@os`NSEg|5X^`CAhrNYO412q z_Bc>GSRTcgQ^wIJV;NW9ni)oxt`mOcXtLeAUR+|m5{0j$90LgT^V5^?ptw0Eb4jt% z39RQ-DN;xFg?u>qCy4)Bd|lz<$iZ~yL7x%pNE)=ExSLU^uQNa%sPUq$rCqSA&Ac(U znn5FHvhbu(D#J??AKZF}jyxIz>wa`N+AVei^(^1odwP0;Of5(vJU=V#0rY8Lme1cG zN^e2xaJRUTD0lIj<=&JONgMEPrJ}5ymvja&+!EvBpbYyX@du`+^VwZDwmIl!ls!G4 zCMOjsG5A^)4X)x7p?!fO1C-2S;QQdH05G5bhX<~iMR9MJekl0Tgx9~HReN4}knHFk36(*y zCW&!WqOf74u0ATioyK8Z$<`NDYC9}`n;TddRE(=+2gA?s0t_*FLQa2s=c-tnWgk&E zN99wVEPOvFt}KmJ53dlCtImth@uU(n6PiyE;>(fU2a?wR1T4c|>U;LyxdMq4rpA>! zh;p1EEYSb^csfvRj00>dZ?%^14K!czw$@v`de*?4kvoy#vkefnQvJy{h4r(T%HRKe z6g54>Y`jn_cNPwtKOm@3KIDbo(zx*1FBBbgE?5gmY3QfdX8Q@F8zw=8mXrQ;!HnH_ zz>LiGjQG#bIh*v5>wUGkTmieMMe$k(wp}aYk*Z88dYmp<=yPy zsKD5c;sFmv^<&-W~v_Ps?TJC^`Y3Q)PZOy!v#C#5Drw*yYHP5^i) z8OfqkU*6oz@97%gL}N_8gpY^B9|jh~($AX4yceJV4WRFaVU}n!?+ouNS|m+~+`WBQ z&t|FBnHb_f=uJ@|U~C-)#YOH2FAg(+7`-!t?*#+|Vgs5oTPN9{IR1QLsEJ&?_npd+ zA1H5&DO|8a)LLrk(D@tHgsV4R?!T9!&R`ocbS7NDN;R^pQoN}&kjrTuV7+6;LXGu$ z*@C>XvN}cJ_J!uB{o%7_3a?Oeh-mdUfS%brV#_WM?&O$cO!$^hC{QZ6u#!7_s91_c z$oC69e1?;MKVns?rWcFW1qBVt)u`OdhaFo(YxOMf5?@fweh7W2(#i?Tc65U>@NWtJ zTb05rC1}?iFbC5`%-N{ zn$&3<+Q`Azuoqubbo2i5V#IV-v?j}3b>m0V@cp#bch+~DVolap+wprcK2?>jd{~x0 zS^+fN2A-TYiV^i_&Npkjjve5oV&dgtK%{;JRpOiA(_uacVBa~tkX`^t!}I@=NU+Q}X)Ex|)6H+}ZG+oTjE@!-r)K zy^p!Br8>kc>o1`qOkOn>ePJrqI*a**_WT|%es4SBa&_CwrtGw{m^*;SwV zU;^)l&1^BHx{bpHWpipily3%&O9faa7X{jqXs7Kgq zN?bp4Qe<3xZ0{0>SV*{MH^b%*x)`O%g+4#=clqq;!GKxy-;U$q)3vnMo#&u&2bW~C zXSkO((aaJx85GoOGcZ4qHq(q3&^kqaVI)tKt04inm_VR&2|#*PH8t@*1^YgZ7`#0# zbbP#+6h|fU+lB!GO#tX40;nDV*h(XC%BW z8!sV{T^WA=4iwM;+jtgeh!K>{c>;-imX;? z*1Vvn`qt|6P94euPP^ZEWj3rolzC3`{AwQbk20dDT%8om{MHvU$~iMLVjjMsDHRW-B?(--UGoJs6R95B@wRuUD^M=ye0tWdjA9Ga8V0~c z=F=jjmOq@&|LTok6jxXOO*6$%T^W0%NFBK^sTv`DT7h5|d?jb8Wy;g=kl_Kh@UC*$ zjTnQmxIJjGB1nRy=y85!nc$>#IqNkrp7`81+w*!u43ZssLjA%7VSc^mEZ&b`xv4G( ztV`(esB$AaVg5o)sy9>=KC#RCm7>pC=X3SrA=b^6cnC^}pOecdel9Pu=E&e%4 zZL=-84+$JsvKYm61DHQBjdi}s5AiykuJa7Za^7IN2DQq{qPTkGhqsNI2*DjY&YC;I zm80u=PV$v0&elWjdg-J5h7sy26EMo*yMXAwV2m`;VBqc7Bd8jsn|ot)Lv8cDKWDp8d1@zn6Q^W_VLcB%#SEcj zNnX-NXAalFk~B!#tH_)y-F^P>*xY+ixcOK1GzntOvPB+cc|#{-X2cPPr|hTW-;6MzOXR-0QUH7^pMh6 z2EtrLV-_bV&Oo~Ab6efArH~c|)H1?sMMuU+FwHFv@Q1y_)DlGoo=DEPHJ9Owz>)DKMsz zeypEcdep~Oa6&-qsVK&m zXH>fa@ZJ9RL;%8{@8aU(c6R3guMl9E#|c0hcm7NDfi~#c;v(<#$B~|Jn}?*gO*j$v zi!QhrLcZya9h=1}qk(9m|3du+paQkqXb0@&Bg`$QK+CtHg1Ac;$;ucwa>OwM=l7`X z8+aY!j*#$AAx$>WYGHYYw7O0QX zsi@xQ$pelkl`N8ZS9e;9+2$~I!+6K-)>?WRX_QN55=}-oKTlN|P~%f-m-p`D*Yw}7 z`8l@kt-#nMFPt6{bxGGguRSsvQr~^%JD{>X-`bpPP#OP9NnXl8|MjWJ1JV$daWy}F zl^lI~u<||RJu~}f?sA$yVwz@MQ#%M9+Z|@z=w2mk!)Mqv1hZ_4N}%DxaE%miP}+C; zDE}H`F9qYIH}8!P9hZ{wKOQ(_(SQ-~^?%yEt{(aU2GxJ;l59gQ#~)qV&$TiK73_!? z@2~x=r^F(5=hON&ymIi-DQ2)VrJZs6+nq+vI1|DK-TaxVHL9Ch!1u6n#yujh`@O!H zqv}jYrJ0w$8@vbMZE^x?BL61nz?N>NVM7Vy%J^}eSh5ew@&O{3HI`^ot*e+lF^d!> z;9Zwu;ONwpBa8fCgs2CLxXn*V%pr9}{{FG9dBz+oeSAg!~~u$aeDx zW+zXFgbCMnxIXCk6{p`1faw88V1xi^{qBds^YTLb-9K1k0)+yw^Nc(&x;Y~c zqt3v>LNYnv8;~B0;H|Enym5{i{1Igsn`LNJP{VG^$TmY1`#(YY?VJW&3UGn;A32*_ zpswYvp5G7XU;@O?f}z|qG2g%u7q8aaE(@UZKgNUnZ-CnM*QgnLA31pqUJQaD^=GZ* zBJzvikxET9&gF0$`WR1v03$x$04E=2haQ<kI{hNpT7B#=Go9(oqN4un8)GNgzKMeOYk+!>B)lS48z;10ruMS zFCJbYV)A2U3OB*)7DY{`Iu1V3-t{b+*n}g}wV^1+Qo6Bs$a2}viuvNHK2=(lInzjl zn?jtK$6&kWjOp_)zfy_>SQFTd_To;1)8R)*k}QV%FK0cC^fT}mnFG$#g<(boa`Y68 zXGNT+%=brih*Awixb=HyUS+cNxQa1#Q4BGDWAQ-E5A-bqobo|e8s#IK`hT|qD9-_< z71~+3_N^3x1gjpsurUhVHEc!w8osKUYMai$`Gt{*U>~czuhXJ?izjZz$sEgK_mHpVCNauPj z55z!KNp_u^*kHVKTYektHQK*`1~BGfgL?w!gbO=PFR?&Jf-i546mofD2k~pY>v(S{ zqhOR8io>rhe~{Pf599E63Y2IeN?!21%k}!|bI!ppqoIL&pojI6!90l4Ijcm zN?s&RmA4eZIN5kFZCcSnCG z>6=h&N#vY0bX!|ndLg=!q-6i*V@~+t@!+==m@UV&m$ta~w;hh^SaIi*K)ARq9FCrv zHB66(!i>UYDrGAxEAn$xbnInBo_;|ULf-@FkPIegIPQMInQI1&vbvMKula|)QEH(? zJ=sD3CRrP@8Dlat)7x0%K3D2FO8jMa$#;s zSke}9R5N3C9qvPi49mW)d)WrUuMh)bW3U3bEoM^tc{^1&6oguGmu&lr!wwj{d)5G( zrW6pNwoU8>)(+LS)Cl5(RriN9m6hI(-vZ-|NA?XJV}W_5$PDgj4klX@+Ze~^%wV(Z z#HcMs1UW@1->p&OfUn((MHxM0lMygmdQt*}HHB^O%V6-IvTdxKWI8Hd+gMpg!G_~0 zAtoCVkL{S|0twXwUJ8ZYhot(F%cVDHHm?o*jLx$NLrfb~1K%m^e;k-)abdy^w-MiT z+XBKGvGwov&cQ8Mbi<9N4rzyL*LH;nf8vfdjYBR+Eh?`Ui|of$rhj;nV|=*V`lT-T zw$PxdIL{P*O4*y>u7+kJ$LSs-{xXZL5!0SGq3=6qaa8)SQ`YhLZycp3Y%t;*RsZ@c zExtny=NDAkuj;4Ya-J6$7r^PFwpD&@SMd{XH(Ii0-$l{0LT(^ve{$w|I4ztd9zMRq^8QnESj&5J0@Q7x-z8t7W(Yhj1viKXa%m-8)cU z=aoiQkF1B9s9SZFE0dFtvHD((=J^StMlGm%~lQuZc_4ZQ;fS^`pEFBVj)vFZBWiTrdI zpIa(l@~Rik&27ao#@=KNaN>-@1Zgcy;ru+_`_h`q!fEl4()YpXdeED#oMe~}KymH1 z?qLB`A`BYYY{s`hTP*x=bq5W}X=O^)LAYc*)z#?eMq_ckejcf7qz@jQhS_08CVN}4 zki~W5ROb&Fq$FywJN>@j;I${C<&MOT=L0zb@EyvM4s&#lA;;;&(o8>XHv7&4*v6oI1Krn{u08H*JFGN1;rCbuOjf4%-+c`j43x}tsbz4IRppwDzi!iQA1>|n#`yQ)hu3wJ=DB?q z^!n>);Hx+pB81c?QOSjc6MMdz0F$F*r+O>3lkZgR&hUdA=QPIu)_~bWDN2fNem-M! zHyDPstJ=N!ZP+%PgIWS_CJa`x+z!@z=1bv1x>~shmfX9rv74^5Qbxypa8%SR!!<2> z_$5MvX+!o7=G(!#m(5W7(rr?PZOgq>j8=N_2kfO>j@)zGtP)vIX?5@Kw$V;`7U$qP z-~O8o7Fxf9EE7Re0wtLQK9fwH(diE}V`dEx4|+Tu@3lzc3k0~5CRak2 z#d|Xgk=vRV6~P{R3(Q%Mv-{NI7?gTw;cSx0av@n-%rz zd#5tA&pt-QEliFr+@U751R>(<-ROn9(@WD*_=F=WNQMVEWdD`TKpdyjV5_F~&rh>^ zeSIC!&Pyn%R|+rmZuYFYa;jxoKysX7Mzh_;*VmI6uH8>8jLCOCF#8@vqB65+C*FJ} zX*9aEAn~f8L1SZ_O7!p+wlz-rHz-eEKuHU3*t4u***&UhzA%<&1j>u{kMEb}1)q36R8x*< zs4Vj6RW4+2>Nc*G3)OnVCP1U1hbL+ght++Xd?prCsHai+^mK+YCSzP@SBzN5F(Ly_ zjydYq($#7Y1RsY-2EMuUb25KgJ*Z~M5I7&_D)Wino!I7X`SVco zc%8jbuX0jTR!S?4gT8~aL#@KDnj!nr*Cx|=k%HpueI12r@p9G|#1F*Od1(d@^A|jHY^U#+doff6uH;YKS3ib1u1VIOBq)D%z-el9@4~N|pYOrmS7wuXP8jtGcF>d3hgV`Aa)WWqx0LbF^E^yV3-^ z#4!8EIIfopWV|#XFT)FOYZ?DmMJRC$K=6J;;`r_?lB+(MCQfNEfwEz=@eS;UlH5Uv z$1A9>t_IZYactKgF@C+D1eg-PXsX;zXjFQiHZ|z9cp|eu+sdW>VRbOqf{43Sy76JkWlqcIuG~)t-rEYfT;bm8 zC^&zlR7%y+dilnHbHJBy*RQ^3ehsEpCC^B#qw~|iQYg7Gf4yC7|9eIg*i6kz@93$4 ztD&o@yB90Ts<^FLH8R~`cS`WPAh!u9v-NqWAh>xU#w7s{5F)FDqX28RYEGK#_Fu{R z!awT%is;G_ZlU>|OO9ZU*?UYLYjQ}%`MSy{n>o(0{zD=B~K+x)-v{GeRs$&$=-Y&DgatY>NCQ{NO_s2AmtI9OpHjV&8wEP z(7xfwu}_w-)a8E7UQY!kwy~5(9R&K~?m;B&p%pEq?3IU7mF>lSyjq!k2M8%1629v( zkoFm~ZkaODDORUo{++86sXbOmO*y>X4C^R&Vtt z0W+bDklh>JRqj3ueqAqXp*s|MRmK)@B%)E)U22+S@}NtRylbPBSD(Mm-n+A@T5%86 zk|gWO(#~622ZFk{n}V%zQnL9|v@2zek%z0JFm;#5T9Gi;l6}?D?b(3qKl2dPp&uH! zi4QEL42%p~!-OXZ$^g#xzZvTFS?GK=GE8@J&rN?gVPJ4{VPU}z;KvKA{VoKQI}*S{ zwVzP-ziovgt7Tx=X+5VC)o;b9f?Gyzf-yb&G1s9C5}{UG#_-Aa{VLi=O52Nq?TaBF zem0_cl8@n<_x)ph+kF`WeMt*lT$)K};E)sTiN)o>#JTt0SkK=itwJ&t-p^Lg6DZ{I zfW*4RDKn&v$J#X{i$q&hpp4g7Idv5F_uyVz*?vIFcjmCq&6Mypv2|rIGMp{6A~CxO ztJ9{&$z$7*ylmT)4pHbd72qfrj#5d3sk5XX+5x`)Y=Jr~XB&j9;&N2|a%pMjuC(T# zad~l@#EAE`xm+rw959r&X2DY4o0;W5_3|V>P@L-9qF+v}-z~@`)H3SumNk~Hs4Qcj z)Q56OW(r_Cnigv*Sh)S*e!Mbyg3Tf1oojW~>HaGwc^t@aEL`Q>welR@R+Z0I{+Z*~ zRfQh6$O^}n&N!<2;njMFH8z#epOoB3+tLa3x{|=*v=w6v8gd58NkwsM?$Y&w#JV>r zSEc51>wYscj`-UknFITk+Fv!`z!djZ{T^b$!u|mj(@1YuuMqNo7wg@_-VU=V*=_N) z&x*;P6Digx7IXAGwlq_=QgaMP{-N$7ESP(SNpnSJF@-vR!RAsj-j9^F@D7%ksuz^t zXf&ixwqC+bmczuSAkPqz2_)el;5*M`bGnW!WiqYDM34IwUfWa?G~^`3dd&oi{1u+w ziHn2ddmym!I9KWW4+we!;ZV)Z%mB~8Dd18fb|i)L))UENvwEr(@Z~f)*|6drU)@JQ zGYpQz?OpHok2hklr%t;;Jm~98q!?=PRKQB8hbsm#7;#1Y6#86QVasBk?K&ujRIev7 z!HFA=B5-d!YBUG(1hy&izREEGF13~$**aBEsjJAv#lfM11?0{f z$BR=xI7VHyuu_K<1a5an>lzbnnvfnN9!Ew#T}i4@VM?D8n3IN$e-k|n+pa5a~rP1 zWUJiqZsB(G#gs6*jI25GASSO_vd+F{^CE#Gsa(pY7{FM((0ERma`hBTbDJu!P+5C! zAkJoQQB|d!W5tV;Prga@ZQRlX(tnR1lB^WVOT4gB6V>P>yFF(Wta0R&?ses84Nk8f zS(kpPztPrWH46ga<+Q|xG02n3;n{H6K7!7gPEASOc&}*wsAb@fZ|0A2+^kccj~LE zAF7rGH`b_iaCXrB1(^DIN4OUg^CexORvK<6w?}X(%OuB}rvBK2^yzw;_qRC7QCHhZd|i_6+*AEo$L){l4#JB| zhj!DO+7i<9z`yg?@&sGFg&B^FRSe2hA#Qm5u5D_`Z7(tPG*S}{4{Oz{H;x?1-1{D| zU~Ck+q`1Mk6VPR&hgn36VMkRVBUbQ5C=$OYYvfm^ndVEe+}a=B1P^7+V=E^K6rv-C zVB{H({nw;aTW7oqE3HuPG@0x{8!fd*|GSDa8f`4L6*I3&t}k*tC~mHENw_SPpU-sn zK$ue{7ypXNNzo;wJSvs_Q5aRDyx$ynnt~B$i|_ZNMC4F} z7%@Cg!CO{y1&f+|j~q3_hR4kOT5}E``{b8;f6SU(Zycr}yBIVotJWxOrh58Z>usXT zZ&`Yr^%J{QOw8!}s^DNET=hpR9d^vwaES$^y!NHFEb0v7?5PxGtPkYVYCbpEY{aA- zV9L*h`swI~ZRr@39=SuDlKduM-R)J$a=l3tbN{i~C~9`Zu&~suASDB%EvU-1{Ti>8 z7OpXGJ05tjNxD_C`GcUV8csZizivlqW;wRn9=PsS(n5T8$6z zpu#)Dq0aZ&s`LF)8u5jlUbD7mOX4{Gze`xI)8zYR{_!8Sc zW`h4ns*z7@7E~8Yf+3NVqoP}zA{J{M)nTxCEbHu%$i@>|Y~v@8@a!_T#KeHz7G5Uf0xbpI)GU1<0 zt32jTLhq5>+IINAujpDwD9+8E2?9@rd>d;kIMERFGuN5OrE*(x@?lqPt^aB6tAnE6 z-+xz8F=zyocBK>vkxrGROF+6&KsuKWu|PVM4h5t`x5@h|q`U94ob$c&oBPL| z`Q1Br=I)$xW)Hjj`Ml%F*Yo~7FY4QOyDdzfe-_9$l|@V(d0(K`@7Bi)-hJm5Ay~f9 z^e8xH9Z5)7PIBxQbGwy!Gi|2LB#2pw(m?v78reW@_E_om6DwP8;`SyczV!rEFEG6u zG5IlU`XlW3Bbm{7o9c1~F4nTk*2N+$Y{N@mA7p*RF`S(L`AfjRVq?;U{%vE$as216 z4K5|EeDng!Qe$u4B8Vf~k+0eeNr@>VZW@g&9vW-%6JKX#l2!I?O^zozKc>ccWBA}e zKDJF9wXIkJn3Zq>Kn)j<-C5~JcM{ycgrqEmEJP9JmK+UJ(vAf*z#*UIrx!dfv>vz*D zdRc&6VWO4eHUw z&0;UKlPBV*BH&YuP%umQ-)! zus<=#HHIkMSJn6hAKoBK!7_(AJu-<>BWfu;(zxkkfjH`i+^@fv*rPFvpdFTq0A@^S0hW?jXw>Tc2gxU=i#SQ~cLAoU;vMa9j(R~KV!!33&}6y}O# z(cp^TFF3zWTx>A){GzV}an}9p1%UVP(@1!INvn24d~Z}PWjHr_%Oa7kXP#mXGohQx$~EE|$M*ZFT~q%`Qr}lBQ_$OOnIlk`s*q0zEFHSQO7S7?N~Of7{y}58rrVDD?~I332Cv;eGE^ZQZb?_LlWo zT;BV?Z0HJ~HRKC1;#b+1RrV>MYA8E;T}VFKw`wFQ8(<;mBH0GqhRLi06mIXf%Lvpu zopxvj7gs*e4s-wcf~vwe{g3*3(Ra5R=pKG8E9?fMP^YQwne4bY7G8iVV>F|b#t)0E zaCIt#EJ_j{9=K#zwk)-W0oWw+wA-E@}#6wgV-e(!on>FNnA&)5hLcBWZ z{g2ZPzg&3U@1s!nzWoXPTd?(od0^+%)b_+@xsoDg!N#O_ch`8)H-r||uQKPldDp%` z*x}nq{tb0jqJWd_e6=7Ru14Uh&C=1(VW)Sh7g`GIt2n2RByu0O5E-jjp3!MrkvI7= zw#3QW%+K9Gh)fzUmfK!(l!#>6skm?Lxjl({O)BBzqBEoakP4SkUxN;d(8P1K$79xOIo}0*>&KHGx6^!D^KW`X@5^NoNgz^Zl_Ah_F57E|LIji8t$QV3s&QkbC zzN3SW$?q=Vv!^;Cm1$oBeG>-DP1cqV6ghA=7bFtBW+Jz_({dcdLwlxZ#k)dWUo?h- zRZ&+zo-oOyNREy>$AD-gsZm0ot}v31TeMVXvOgi!tSE}5yoDU{`g+$U+jp@z!9&PC zLR&1T;%OuQ`zG%F`o!A%q^hyp%lHl##6k(5#o6~1U9aRYQEBs`DZhUQD;ejxR>P0S zME<?-IpQOTnQ8QrP;&$qjwiu_1Dquiv42yz6jhb2Yoh)>LWne3Y++{BX9>1IH5&r+E@D zF?7C1>T5e+Uuj2@sLCJVhi;_V@yeA2{Cx)U{2z;FXiod7Iy_I`K68_&97D(1`(Jt7 z7q^kI$((zzckt@YGw!-H&cGB?ZO^cI4J5~mOq0uudf!C^F)ooa;^hZ}oonU!u|+I& z@9CzuBJEd9W)+ndn;aDj7L}4KGHQ9Yj$bNnm6>iwHmdnuBBtE({0afGWx91t&DR1E zx7GS|XU#`b6mC>jhb>EyINDd)qqD0#rItc>g2Hv&xK}E-_*ry+kNmbXOyq<`2Xm>g z^^KPyy*s)AGj0j;;8IE}|Fjf$MbpQ=)yQ(jt~I1aCV!1?6-%UxP;Xh}+SE0{0$ z4~Qazqu&D_LSiOa)qoHD#(FZ{MbA~}{k{{3lI_l|zb3s?GJW(g>fPYzWTfRrh$yE_ z!Sot$(r5Lr0`slw3}3`wzHgd+BD`j;b~?3deI;qaW;u{7qU|1QUQWf@?2OR^e`SiX z=M27&`$q1l*rx?(1%~Q795Uky=nhkz+HYhLn(#2Uq_d*gF~8bSMIdSA9_ z*6?O@;|*KCxn9Ftg*vj`0d)P!m6-?ho4a1a)u&wp+<<5q@l&C;+9kZclw68ty0S~DWj*;PA zuNj=OI{vX5MN8;0Ra6Y2=&sB!&q3#RSEpvDPn0{3_huy7U5oxWS3O^yeI31j6L(uq z&FiRpq&v>u8V@ligfXre3=#JSbbg3FM-$D_852`vxphU$OX#@R7K#ukz>%nVenKOh zVkQIbG^FpVT(dY{3bO-4mQ=#fR-f5#?E7o98s6uO{suG}6ucXGLR0yP_U#c>b%*Dw z^|0>HN0q2(xKyp$#tPv`^J^1s{k+J2~HY2A)Z-{;H!7He293Lo-zC-6k7X zTWM&{wiz-(v6bj^f$Tox6?vi&(VPhxXC)~~dy3N{qhXm!JDEcNG*Vwfy?S~n(pFj`b5nR{G=a9?319_rd;sguvMj=cW6cp_nD@y!%Yr6d#iCQZDOL;W>G zUxK2-2ib1BjP3bgPyOQjB`OenB`HLW`^VnSMG}{jow}18A9fS$Iy#K>=-UlG5lChv zqEE_cRJfTchKf_3$|!kj)bLig1NWLSWA)D#z8QP90Rlx(uWCN($N{N+h;UX0X%B&{O_lVzoXs=*V6W1D3JSU zK&&4o3Ra!n zlbVVC*)ymxU#vO)87Ws!hvXo4{!3rLFWE$&Bti3Hc*iWtx8}q_%HZwexTY7hMi=cz zNygc4cSKgC8{n{vef_$xzqA66oHlhIFMCJSTf)xXt8ssnX^8cb6H*NX=F%H22dNg* zt^#5t9CAb?$O3^w*GF@t%x{&iBLg|*gYM0?C}?D}v$mK^N9cH*BjoDkd5ab5Y%rW3 z^w7j+Wif_}Ml)I~CcYbSj&>X4pnpTP|uR z1m|{yqh{hZKtj!AM{Aea33JLk*S8a^kbRHNJ*;>L3k+&*_{;WUsitJk+~X+wFL}LY zx2s=&xR`R!#L!k6>&?2cJrfp8n*jD6fq2R1!ru9nSG~P&It{ z`*j~|1Y+SF2rL5ekeuLJ^kL0d2}{=tGDU1cw37;%KrZRbucs21;7jNK`O=7a%kY2B z0xXKX>QeLC{`qZLLY``2Y563wv9h#g=jbgDODumavN-=7;$h5x#v7`?ReHK@aZJPA z%*{utIQ6y-TN9s$5`Vwm+**grt>IU%_+_{a;-B02Ri7LNZhQTnZrl0L&NQ@c_N?lw zv!=JHCfMC1x(_O3ZiPY_xI_qqlDs4u29H35Ytr2qEuHy9C-dcj--Y!6`v=w~jHR4z zhgpH}n~bZlYTelXtjAL`zFuREk=SMGkm^RG*?r&n>5~ZC;A`*=yqM0jtyQACL600{ zz%S?2rCtaOFqdVo(cM?^m}}1Mks)8&{YhitVPNvx>t~vtV6jaD+P{&F7a_@r30q-E z&9hHH{eInw{Mkz4!;yRc+up&rf*|SQ75wt~wltpF{jJ#^nT=L^5F=U57mv^OQ`*Id z4|V-7o~`hY?y(gD!kNgqAp57V(eE%86;}Ks$A)`@@-_0s*r8x29Le6|s4>SPkM_(M zjaK87yMi~ciH#TBOaQdFtSvaSzFg7IyY&rLu^lYy8x8$|~k=ie=MHd-;hH%Ou+@!9otSUkCs z@XCE--Pe%yUw;ZSId^1;T3QPp?_|8rIT}65EC0gRnwyywr<^cUhtL-!QJo!M{}Q`n zC0ypU^!fF0FhLjYsa-=0MTGI}p%N82DD1T}FI{w)9qz} zSAKa1*2=|K4HTp){0|W~M3U&*HMwus3i2e>b<~!T4gw2n9Nrbdy8YE;XoeF@Q#HF4 zHkLclNG2qSdO#-UwKuSfuRb2{y|X!$QdoZYMepd@z>*w&&(#N4-2>FCs!Ey5=5jnx zAJh_*?^oXYa{oMR>zO{=oD^0rJC+`A5yfU%3mXiw&Zy~|C4Cq?8d!!grloU;6w*#@ z*;$vQJr`FL^-wl252o1emXP zV_W@&oeCH=s$2=DKuO^^`oPxEX&44Lw9zJA>+h(XOh8BPi{d=Ns0|{V7~|fawy-px ztksTxom#E5mno>!I*u?hns&{amDeb<%I#T_L<6}l%vAhrI#F$=TJHO=z)(w~Y0v)N z-+88E@LvD?KlTdVvY&$pIjXm;L757(QwRjkwF6LC){0E){o$bHJkB4dg6MQOTYEV5 z3TOLlNReDAXSnEHWmnmpOe*dgM{?EVtCciw4*ZI+w7dHH0wT)7({}pMLHwHQL3<;d z-fDpOIxv#@PWC-sk5I;8t^|x-uYmN8U4wGWr3jF9NG)sxTw;~iXI#-LA~mJuW-A|_ zqOcL{QeejLm=xorj~+SNs(LomeSvk2Hn{HkvKiTVlMb0Se1BTWXILEN9W-Vec;#%Y z@1XzE*&9UNg_nR67Oc%U`!W&v;gxfeE4^=uT%sEIXHxpVF$+nmvY84I%nEN;Lyq?Y z(hNeb&aSNAGX>ENci!WkU1yB!Qa*)!+@>U5cV8d6Er1Uc6b;u{S{E%Atb|5{i>;)$ zTTH7z>t3b5mC5Pib+Ay8pn7Zn_~fZiXPOt8bk;88^{a2||6Je>XfTX0sy=mH?M9Cl zWbb+`FW5`UW=$!G$n|vJO@a1W-$c==sH08tc46+9soQd=E4zpBIy=+iBsiDC58qr_ z5;;lfxE1OPPng^zl|f%ep(@6B^a3(7O*cp=+HNtO+@W|EIvs^zprKovdK5-i=`l~E zuc9)Q7Rw#WA}7zA)Rlg(HS7cF;k(?W^=H*dOs_&namAmi7zNz%3tN2X>nqz6kT@q5 z#u*psag6;h~I2Ee}1)BTj`vGE0bHSdBoH+ID0fozJQvvqWBKX7? zz8M#O;ip6*TMM45$R)12)fOEz5eZ*-pTwKQqe^h$=kGyXx6@r_54`s=sTvUB>?X@ksF1)}1q=(NK0;sCwQ;P4*ro+anvk+gOn8{OXpUVa%J9C07#}wE)vAaSw;% zO0r)CO#kfh`Yjc{%b1`~7gy9&Aee+@D)>ia*gUwwaD7$nfRc!Bt|B+B*~cix_~?*c zN-5^ebrCxL_;yYyBE$R}bAsN90Vh+h>;Fhjx>1PG4K43%l}`{UOiTiip^Cnco<(R zwEJ3(=(o*aADR35f&!xuCW=5rG1=V2(N~fQcceMfjkTJygiZTn--qlfgXRet#^px- zT`S>-sF_0PR&(h~*1R4Dea=51OoZUOl*sp6;%F5{WV?&CT4(I?O&@7YNJMLZ35^)yC9SuL$7@{lhyO@gfAB49pz)d? z09#}(T+|);n)58qk;8bDDD79HpT~~|9zfQq5+>HeKJ`}4n&$WRK>|SEJf4d!BVm8f z;za~P^gFF1_<`1IB5sybi6sYi)!>UszSKkDDd3 zcDtSsUp6M$1D6E(D)nv|W?3eV&xVZp?tPi?j-yM{7jB0;%&eCqhzZ(GTrW2xfW8Lg!?Ds0=76f7| zhl89Tka^Z+v{^lv@Zl#!*|2J7d0P1|U14Sag(SKa=Nv^fG;$Kf;xjy(otaVTumYH- z5)~~Bd}AiIb~|{y8XZJZW523^`S((!-u7v~*JPzrpoTUgBo*UUW%;kM=H|pH3wyQw zJ>8$j7acYD`8(&-QxxU{yYwbE`a?gK3V$(gp5awrImvOW{X? z_hh==p`{)zQWj@#rGc>)a5}&070}&b^(DsdodtJKn8d_26cA4PM5JnS+DxkuRjVCO!z$K z*^w9~@Gcbd#X3ohr0{k~6_hRh{36P_xUg_vF5K77&h94<@QWc3H}0Qp_ET%MwK@Tx z`f9@19)@3$1y?zgsKC)fXn742$@KbPNM^(@`ax4lwS3vpM^NJ#?>FlvXkf2q4fx|d zQhzQ>L3aD*-qOTDU5@JcNi9`mAZ9+2S{MaWdava^rB`C*W;>UkI_up0Sx17#ZC#)Q8@Sp9t6 zSt^~e>aeYPWKziT#Qb#MPLU{FYsz2b^f0y7qV?A8iVDI{DF?1rn~LEtPf;-1!zTe?0#I!3ZAd;=MH1Mv!imWy{T4X^lp!F-DYp01hw zT_~}XGDnS^TSitBBFPKXSO^CxuMz^f@LUBOF*mV+yFLnw$&1bT8A54XmQ0OQdS;^J z&nxeUo4KQXk>6erF$ap6xUcMfldVrFOxwjsONi##ev6hczpBIWnAeW+#TlhVR<cKa^Mio5d$-p)nL(&dX|ekDnImJ8gvd@t|bKxcp?JGXO2?n0>kuLWD@ z!f?J@?hSt-8l#?{$Hi^=^X#+wK!%kRDMYsP|M~eA$hc&*Myp8?wWY{fduR)vQCg%H zsrA^nQl;T+_RNFdA@yza(k0DVB46*3s!}Y*+DRA030Knjzcbi&d;=L)o360^!bkLq ztQwK|1sKxH=Vx^QjzYDktK+Weu)?PTK8J4KB}DT@hl770%^VeHlUhmXs=F5(dT`nZ z=nWvDpY5u-bd8`Rlvq>I2Z<2VQv=5`u50%aUa{2~V zJ7 zMx8a_F`Cc8m z_uAxScYnZh^XG#9)w@?~HX=LD@(0-bh_gJVu6@9%l+ujCPVv+28}pYFbh`&fgjgS) z4PH}}*cC1eFSv~p#xzWPJ3T}#b?x-XIMx=gc8Iup`>N`eJ_poKUT?a2J;2-s^X;=s z$8`j8Q+v&No${Ay`ON9RIi#*Ow|E^pVw@9o-@GBR{f_f<%vFmDhDSwtBYd^NWG z#iCcu-s%+#Cf~9Oj5$Mu=)x4^I;sW}0H93aKT}$SU>qPKLk=quOW+mfe3N^&j=m^swZ-~)}Zh7Vot=-zWu!< z!5d}lVWmMKG8hcV@xv5ubLSh`D68U?STRh;toh#K$p^OJ#0-y%{ zWKOC4;t0tzuK=d>M`znuu0GujIW#SM?!BI&+GPS_bpx@nmtq0x21cHu9z9S4S0Y12LfS(Gjal$)U(1y= zbNh4;lk}?Slr&G#P$N>{)Hr5p8M_C{6s6TgS)Xg9!o(U(3vrYK({Fh>k4K0OjMm<| zJrKKyFtE58^9Yqx*Ix2iFn@px0+PDt80U#V&^9<$*O)+2V8>!ePgiHM+4g}UJaBUW z6=Fbl!tRZ2tZgT~(fHABvVueQOg7L=lyxS~Tv0Ae%x74*-TT}_%||rOaGjS=CrQWm z(sBZ=Ipv~NX4}?(6gnZpEbTPV?*;1n`nn5um$3ls`x(<_+RE0^W$0?{^kPlP%dL(x zr(lujXS=IEHG%=_-x)b9J~5}efi|g#Pw?hZyO~^75CQ|`)`q^*Jb(~x1H=MSJx&~v!8(Xocs;9__Qy%wK-2tfL zR?@ozhRWewUZY8E|M~o{nw15vfdBbtUR9#HjYzriPx#=_$ftn5%ucO3UdEZnIUKvZ zV6}7~=e6&1jdqrHUE9&g%yMNVDk?w4Gq~nmWu~44I)QIM!KvIp;1Qd-lV@o5T&9D+Fh3nZX&Bm=BcmY zf|i2w3K60?5e@H~X6#kjqHE?0_PKq+0K`YovOtCA1RAy@lc2#~k5<*(+?<-48V@(O z)lks_^be*yE|CbP7D6w6XfrMxwD_h^kX#EnMO{>8I!jhM%LC5a*L@`m=G$$)K;(;% zWFzMA7IBy-AY@Vhs{e2w9^WRXpqP@8s9ip5l0E9wNHgxblv76g%|K}HatpzOp1$(J2$f)Hak0ee`sgq$nz8)&&7_kZ^y0Y)e<;5p*YOUOzj{@ zp1bTE7oB?3>(f$&kwykCLwmu!pXxDHA{DufG*PM147YB+`^Kjbu76Og7h&{8N^)IC zv#02Ee5|@rLUGKW=5&RAaFi~VnSk{c0m1ppy6m4Go_kx=ka<~L?2Yn6XN{t!{I$Dx z*`&AMl4Uk3b=rr#ru-qw{QL0}){_gpq~5Py(TDh+|C4m3G(Z_qys@KX>SIRF5QY-k2%eYjJ z(YC30oZsyG(X-f#pB}F7?or?w#I{XqSFU})m+0r~=@{+mP&R56k8^j6>$7+zN{-1d zDQh!h6+iyX^t$t7;V~W7$h~C;#I0+s7iv;d#Zl)?0)qYhi9@0Ht$C594J@nc&Y%fa z>(u0=Hme#Mjb3YG)2pG}&?@Cm>&XaLe%sOaH^%()Al1;%t&-L)RT1i73AI}pREk(N z5<1#a!Ci|EDk6A3w~Mg7%CvJyjTp>?NB)}3?Okn$q{Y*-8%rl%L2O!jNL>q_2kGH| z^NxI(sCd$@y!WZH$m12FywJ{}!iq?#3Gb{l|8W5=>Ek5*!a?#6jX!=!+7E>08f$?t zAP_}F5o#05j&5+;e?p;YQEX_U!@D-d^0kbdTs()7wEjLk#Qn?IenR2WT^RMr4bx&x zG{*&QiK~jIQrH3e#Aa$_o=Z9*QzoypJb5wJ% z2niLhi&dK$aFU}7T6@3w1X8bdb)Ci;@k_!yDe-(nrKuQSCY?rKS^-#Pm5{p)dI%lpFU0wP4feLg>mBj+w+^UQwd7!v( z>v;Fryo?M*V&|;B%tYeMZ~8CHd`j-8^(@G+_bSrGWaZ?bc`5lbXz~V@WY`^u!iJX} z`QrgyTf0`Y%B&bdo!qxy^KdD}^SW3@R#u_S{z##T!glbFA1J~* z%*^IrJzZSNeN$3WE?`!H^h`o>=J~x71)QvsXBHL~^gOovK8yOi!>3u%ONfkQMBco4 z^O5eRS;^YVjpXydCP}8JR>%uGNu2FO5{72_iArO zPxluYOgjrILFcs}?}?k6n?-%_Jf=e>a-SntFtg1KYyDHBtxL>1Q;9d;^IG|4E`T8j zM5jPa0Tv-j@q>pJ-pcq+-=A8KWoAnDs?{<4TFTAe>081&oB{ zr{kYrRgXJLTAL^YJrIl5M(3^uk*ersI`;F^#M$emQDF z*1pu75EE;Dzj#HE;Er@h1l34_+S=|jo{{cRqGyWNSo&YMDQTP94vGl3DM-u3711)j z`9Z`ICWQVWT3aEqMvV!*Xv@C32T;BwaIao<9viP&>EvpNtUgR}kP6BlmiCioi@VcB z#|_^@v?0B*k#A$-8W|h8DtZ$r8IfeQmA$F=F(G}KAxtF2rmr0JsNusrHgw^s9! zj2VmUj_#L&6lqkqtCQ8{8N#LwNfWKo7Dd=i%fP!rYPz=hEw$R~cf}ez%Hvn4dC)R1 zOa|_r6%D?v-{7NF`tf79;M6i@Si{SCU|@#q?qv9stRjO+eAcAl$JRgO9NgwxDStE@ zF-X`aDaWjnaP*K zK%F!e*XcuRe=p7x$H;n;$Q#34h4yx7bU9NPDeuIA;ZEKNc(+w!y5P}MgojCVA6{dB zk4X*@2m=gC0I!$q|JIrw-oT`q@S?@}H>)AI^lz$i`QNY>@#fsWdE@v0WR3ramnrOr zEkmJ3?n zR(Sts`0YbX`S+nrV=e#NgIO3h4Ym~O(bN5|Oa*+82x~u%!O3j#UggG8z$) z$07RN@ov>nshS1eirI zUK_>24lMt&r7gDpeseq5OV?+&*NrufwcO@lGAH=}pMpny_%aOn6OAB%yPU+t))YKT zR>@suUc+ieb1f{~{x^PT%v~3|WIXP$yQLT?kEw{hY(fD@s=3&EdwZNzxOX>5w-GNP zo3-*D^8R{B0*@07=WPEQ$B|>eB3_hA{0C&=m z_+&D~gG}JugBz1i{%pIViNY#c9Y_Lv=S?CrSjuZ^#>iqzjw)#_Z!2c3zZtpcQms4A zSn<8|S~s_QV`Odx>X_45kD_1UGnaK01|t<$sjOM+(dEiEk*St{@px}2ce_dhnglz2JGdt}i3ThnKaEoSty zrL1+Oto63Co?c#72n2`4c%N_S^eO0^y)IKg1&P!{AUiKl?fRF&j`nquxZ&k~6-ift znkwDA+(ilNIpwZFR(t+<`84GvrW3Iyok=btO*hruf>pIEh+DV4YiDsTz3wxUla@Af zFjZ0cI21|Gz_2)d)g6KdNLe&0q_zrIb&5aO>71h!~G*cw*a(D@SwDyhtRhFvKqF>+1~RQcLQnql!Iu+}*4Cy?ytn^v+_p zd`+L*8={d>At9f_nb$~2Nc@s+1d8jR-`m>S!WA?dkx0A!4Wn(%+}w&E>FG?dZK-Hl zBofa@v~5^)g-APpVFyKHP^gzhdj6X6U0n(lE#J#=Pe@NYKts3c6B)E(7G=y z;hY(L1i9Ehb&dbx25j)%wRj!oJ7c)a$#tH>7K{;75ECbdAHD*{rKIF!G)H}4>x_~~ zS-xftfBCsze{3L-j+bS`$clVKR-(=<#9&rVu*k4{z98cAkBwn+99N;QMPc)SBQP1lbEyI(MkztzY)&FOG#;zQqe|h8I8=x#WTE>MMYC1`t z?P<`N9+n-#cJzD5ut2)Dy9_H9i6GW>a45pu4YIAsR(j+ur}sJS3l6T;W1SVBy1Tno zgRy;OE9UWXt%0j#zAG7WV@rpO)o*G1eCTHUaLI+~Vf=04xP$BF`v$r%^LL~|9Ar6G8`I4|4-x45cdS~AQSCB%M&x8l1d?M$q;<{yES1y9 zXEbj`A;h21B3~6{4EzxGv$8q$UGXxJtbsQlh@+r42{h$nfj=d$Pc;G?%PvE>>FLR_ zW@D0o7j)kwWz)Tfgx|;W+9vh?nU^;(`19rpG3xo&d>5vXUlE=}Fs6MLG~xg7;RDbR zsV}K-y=af)t8`o@3I&#+)U-5ns-P7BLuLbc#t1^+UL%7(Z>mc+i21j=oQ<-ej`<-ESN(1Yv-0+`<3r7qA{5!5n7#USyvZZ3>LuhUSj>CcrhdKvh~w6g~YKU)1J`V z5->_7C8h439(y~x^Cq)tSN5NfJVNbt^~JF&ZjSu6UF(@o5P?V zfWMnQAwJSRwIz9Au_7efs}4y#jY zrSs^~BV}fkbFx{9C$dCQMOF0#5W+QQL1<~2DD2^CXIIcTH3&E&Y~nzk-gvFoDbPGH1}d zpAav8)`%C`+E;2l4hbS1Bcs1>^K)_@tC8c~@jRxM2o|m0K4ke7u7@g|%!a|K5C2)6 zSFj_OB`3JPI<4vwHn+5F&}@H*i5V)j))P~Nw$o`kFDfSN%E8+b5fkUAW`Q(*U+77L zJ{{)y>XTDbu?N(!D~r;LjA0ag?}-^v)6kRI!X|6F^RuXj41GcD6Rf9VHlgmE7n8iK zNOc@wPY{pm2wZWmlal&1)p=u4e88vVWfu|A(;;tW)h_$QB%K_N5KFxYop+<|iypgy z?Ex?Ey@aw$t_VALKP|4Jr#B81(nUo@muA3kA(O_O?}U!NA^&vumH%||9fD)~!uh1v zpS&&+oF{U|jT3THMfE;9rB@pHhTHv-kGlUMB3l3%k;R)%C8$i?t z@@ryb1Yi-+>Y$hUJ)k8eut=Qt?d#)WQu7j>aY+~)94sAm)N*yL zur5-!u=oqctF^Ti^kW;^ZgwP!=nY>+pUpCd={QSVW@Gz;#Km*yL%hD3Sw*s&8tzHK`i7P|J zO8{(G(uAFKrN2s61Sw$At8oX(LvAF~9KTrX&7k6USkv=9)Az=%UM0-FIAivu6VC3F zOUlY#4+YbG3GkH}B-|kBk?bE@E-n=m2=jHZ@}R`40C20kK&B|_fK3KMusbX)ataEG zT;{5v&*uj|V~p45_aVu5E)=DQh&?{LvXUUSE*4-wNW1yY&zEL^+5p)-AKV$5TvFnQ zVK0ToNY}r7O9IFDUJ_^#wp~eU$vHD=kyVO){rx99rM18{(*{(d1<$3D$MN1WOvBnB zzXzvwb|!)Nio-6@UVy>h5On_POUY|f=QS1z=J~cn5K2M<+Knnzb{3fw4vv8fC1F-| zhbE7>q#l5d5M!sD_IB;hB~2{hhpEhS|_x zXB*0?{U3nB2LB9a`F{&yy!0(G>$@v@El0Ch8U=KY$EUd0Flu%KC((VQnIspublqNm zTZ6jLY>arHl5(mnL>~NJCy*>ax>_O*@wD${P-Tym@;UK9axT}c7dg+$?{M;+k8FukEQeE=I6!hk2JB4LjMur6tj479c5V(P}x13GXmQ-}KL z>F4O{PVVkU#dsTw%V71Ot18AUjeA!1=NG+#sMB$OV+Ndh_3oG(?xolLe_$fq-w9k1 z519b(gQy=Gt+yHX@JGx7iP=+Bs(gGVnl=X*ETJ2{Vq-APDb)Fjf&gwSqJliRj_aw8 z&aw?}QQ&9DgLrs&SXr$`%4~7qPaJiJ_D!Rds1hPOd+x~%pmJV-02!W1M2qK~)%^Yx9wR;V05QmXY zUlf7Z1)6D%xy;35J{?{@KG+62%tL6XjRnAaZIGr2(6U)?iGe+Y1*!EscBlXN@gqcF z6)?JeGp0oy01v%lBT6b*Fr^fo8Q zc^9eYx!)qv4oz;6$Sk!yJZ(6A23k+CN6H;*3G;-Yi#YV+HPXF)XopJ7C~vX&!4+CG zK}V)6^M3eGtO)Qmd#}13?b)KkBXwP+SO%-zoM7pa*#u15xt z2o7XkL%i%SwfXZMG(Z7V7?5_i-IZftpe80Ep-1LbZL~n7qL3(z={p9Qg)=bZ7MgUZ zrWwSFc-5>*oFlw*=gv(ov!{xRp}w+F>;|wWu#_0$hWc zeG{ZZgk@Vm%jk6aRh`NbB1&5j7Vn~?{6qfV|5Qqx{^rEjGQP7on@Yg>a`+F<{b6(L8}a?_EuFUA#khKejEF+j2v1A9fXL6-dLvLGbLO ze@$FqKw@tNQmYkd{_I#+w)SJck`R zs)Lq$V2Mu;@=l3DVFNxgt8r5_gTWF@0SD+EtmOuz41JaT1HdZ+91MFcf#R49<#<(I zjW1q4Zy+`zVrM#BVQAU$R16TA#g{wbj0y)=Aq$U>ief?nP3@K*A7qQ4K0QP+$i<{Y zQ1UxSq5x`uZ!FguLm?X`%Y$C*r519%;8}#p3s8Vb)k3B*n+YhTHa-Ti&as|u3S|gy zu0>JdvLfNP&~^3D%3)XTJoFXk#=rs!BF7FB{=wv27&nCM?!91r0L8KR>Qm-8i;;^BkfM9SqQB=K=7XQG7^$-6w{k zdOJ3cq(KLjf~;}!zmNA#k8IrB+>8yJ2E{;z#l?+$s;a2a)ajkCUPp2m{_vg1%Vv_c zwOwBstyIg^#?ZC`Z3dSO6?)_m(6&Qh@BY^8ya)vUA3j_!p8o7Ztz^>V1;j4cxa44B z*ueTjGnG01f@&H*2Sil}oC>cpfVDP?86HY1g_VC;B-x- zZzp*?by2R{i^UMVpLHxGg|vJEK0_Mjt3wemAv}B&{KwD6MxKKMuohs@Zi9%@KDN0? zjrb%0j28Fu2DJ3_Xxyn{+Zd3GFWtSMKzy8>F@8B))g0Wx>+fn%QiLXAp1@VRxv?Qg z-2qo;l#Tidb_;CM9`M_nZ;63BrY3A|Yg4%{=2>=RRXPlL8!Nc(tH( zCw@pFp>^$h#)F;Z!$FfoF7g!DkGjVJP)e$h0GHJn9}s{;i1E;c_W3bwZ8-GG;eP;P zx-*ZCB?{5G@Z4X`Y6Gylp{XyzVRryh`I$F7^;|0X8v^qqY0}8XGK_h@wOx zwvt2_83~C8bldk!%GRsZMg0t>p@~9k-HX7ccGib#B&>*l9U-6F&fj`` z5z0NnDqU+avA3%aFfN7~LV$-(z1R)$f-XwcW>ig6a9ir}6sJd=AM3Po`XQWa#_#FH zRx)|Fy9-ICuWy_2FyJm=@0Kdx<(Zk?!;nzt%q~K)8g8JNXt62+8wV&6z&1Be1VluulRYl~kNB zLVN{xen0a%93DR+E7#6#q;><|sv&)L*;wwJ!AK>V4&5hDo+vB#=yzFr9cpcBI03w| z?d4hNTLl9GDX{ojbCA9F{rh()D<4D(PzFJ3H0f%?)zdOw8uayJK$UvU_b_gDEuh*P z3)`;=_6cjQPp{B8@IYe1Vt;WJ55f$&wo>pLxetCl2H~NCFb7y*VGa;K90Ms6M9q^B zzEn6ayB_VWW0DdOVk8GpEC4qS_n{IdNE@|+vl7BK6E9txM;RYHu!qzwOErhzb!&d& z+iOOJ1gJ$%fXKnlKmsvpm=Cbu6o8yH+g`vzo}*pf{l_MNoC}kYLtMkm%q-x(w+7}J zet46D0(d_+!D4xWjet^i@$hmDZr}P2!1mP{HQ)AJ2r;ZsJl11>ZFs>R^fERV13^Ps znKQT?pt}wA#Slxa^rR`g&H=Q8(KB-XKUVIOgy=h*L0F>?ca;77{l_uABF8-jN}FDA z0@Fh+(3q3uO{0GqZ~7A6F0mRt0AF7H=sepQBnr|~Vlk+siODXM^vZ#(9DWR*eLk@+ z7@P$}xiJ5`OiWRbQ+NqN-q_mG;=1?8r&@P43PdK5A~H61N$Zxdu&{uDmd6u!I5!5# z9QhmD)#_ag$8KKDL1xdwQ)|~L20DvbTn|A~DPG$cK&h{9tEEQci zMeyb#Cfwh)p8XXKrhm0+GpKdO?9gc(PU`)s_Yr#z;8V`VD@dE93=9llh9708Fsgug zDD>r$o|)Mq#B@g(tD{|B&^A^C0#;FRu=b~3L2&(z?~k894-`C{xPYKWzjWB^^l-ei zCF>mGr41%=@V$&VH318AH0jTl*f{Y3Y`}+P^+Do@F4h zYPv4;EI`1fhZ!~I6!b$BJ9!{TQ3a$t;4_Bya&RxzL-v%nR_@ex_ujoY0jFG76?jew zb=~+gHewtc$EU64XY09=6Pg`(_VD9U2sVuDLIK)vDhU+O6TExi2ysw!W1 ZiXDWb`|Ymp=>cX8QeyI`+{gN_{s$Ohe)j+X literal 0 HcmV?d00001 diff --git a/omics/kelly/workshop_files/figure-html/unnamed-chunk-31-1.png b/omics/kelly/workshop_files/figure-html/unnamed-chunk-31-1.png new file mode 100644 index 0000000000000000000000000000000000000000..b91730b4de54425b582bacc1872780b64cbb96fe GIT binary patch literal 108969 zcmeFZWmJ{h+b_KAphOTvN>OP6=>{d05|B>m?rt~IA|gtMbc1w*N=r${BBW!{9SbsOPYSF#c~H}BmH7sLK5a zKc(wb*MkEs=qm-R%7X8FQ7#IRLs{kL3o7T2C~Gh{W=q|PGTT!6QRZZ;@;c@E^$X7~ zH{QN||3unIXZ@trledTcM!U3~^-r9s9-a0W_Z|WJ9-f2vsfm^}+F-a91j5HR&h;zS z-yacf;t0II|90Wl_e+=`bP<;~|NiPO;sXEQAFc}j&msT+jtiOHq{mLzhSxz&s(9$H zwl-QOrbI!{<1laZEIFT(gX(I(oDfHhG%--$Y z-DeAN*45~N#T_l@3CD-x@7sR;ie)qIo@oww7%pku5b5{a&5n6y&6@GDv)ACFJ~snCJAbZYBCM`F)6IOwb12QSYN*1o~bOjH5b5Khdv@k zIg3&Co-vBB-xEOPm1ukJ4d&(LovhbbH~Qne75+ZE^;$_u%VpXxTyic`=ych9P4t zNFs6XM+Vn{*I8#bS5nr|$vN_L{g*#ZVql>V*4LNjcn8%K7ZBpDcU%w%heb=g`u(vn z&l7&q9A}!_G%}1mU5*KkL!Tcs^PDQa*RZa0+?r{Ip+7vCIv4apAL1sRt*A6qpY9_& ze*J=r8?wgCO$`T3SUEEiAuFt>^uq-9eJRmj8`TpE@r1UT2&AHzPG>@x(OwO)eMdLZ zIZC-kozdY*N#}dRI>baoIYAs89Qv&vLYwvYoK~~4vVNmc&R+w!*UubD)hkpgPFu;( z6t{8tY}-CRw3ArTLM*RQ$X37u_+C}{a{=*Nh5epJk=~w$we?uN=Xo1`vxGElf{W;A zbgzi>s)goJ?@*NX@i+=+U*u_QY-}W>8Wq*SxV_wBmYk^9*-nzNq2b`rkQaKZwSAd~ zhX;>;(QDM~ubC;f;_Z6Z_ulXiE&+L1)+r2e`@5y-V7CK{s zQ)fn||Y#}P=fy&kG2i>*I>J@c$-d)PpmO`JOeHo%y zcNDmYxO(9tynx*@r?u_{BORx5``x7nqocAVqZX_&tgNdK{fX}o87O&HpGGJlkCX2* zDCe12TPLxb_Ejw=BIhs4X4*Fg-{}!NvGDTp3JB{KI!BlE2-cL9?FBOwEZK@kMKYQm zR?HppkH&JCi_Q%w%B_9$8Z*rdY8xvvcOQRA$?;B|tJG?0b(DvTy}fs;_xKoo zVa3Ib@p;VIj8IK4<;a!e(si@OxpU_V8mL;e{~p(l+D~wv#1AKsb8xdFW`#a!p`_4iXp9q-e!z|T=p&XUXw32A(1}&%Z zti}{fdbXVQnrhUZu5GWmn{TY#HkLm);?67oWnsC#FK3H)Py}Ad5oz7C8AO2z} zjOTN<($>~4l%k@tw6vt^JF?s{3vRXl?m3tmX>uYrd`{Qwci^XvyW5Mad?@eu_!!o5a+u$Z ztG-m95)vjJ2++_-h~Bnt;2TIQ4mi;cLm*~nZbE0OW4CMiIFs_>fr;_jTC&X}vl6vx zH2b|!jr@g9>CCFk13yZqk#E|Btj|ItQ7bEM3BK(HZmUJD)N+Zn4$FNZOw}gq<5hLt zIp4n7Ox1g?t&u0uy(+9bn0NkTX=GlMx_AxepCX(4M8(mJM$38)t&gnmOB(e`V%($Y z?u@vfzY;OdUY)KVeu(&9c^#J9Qo415z`TaB+_G)au(rlQA45`9)coS2vEyOeB9`U3 z(RmQf`-VC9l3lvlb2$Bp_ED_h&GgZhIyCgQBTJTw$}*N!I@ z=p_lEoPq+UD$P0u=@&2B>pf3mbx<(5 zjO60CHwg%vd5LD&Sl{AlBo0Lv@@urx_iKc?t42U6zDro~`x4@7VYZ?K8BcafK|y|< zz~^|1>;BFgR%W|r7SqrxF^^Lw-`nlYq0UlPu0J&-#!a$*5^AtNqM>Y zEwA`2Y*J}r<4yhw%mPsi)L80R>rUdC{dR-kWkdGpdDs4_`$72{a&c6?|C=ZB?AOZ! ze1cysD*I>u*spZ+ZSco+DQjufS&SAl5eJG=71kf;1a`)86~=j3a3W{JgseE@HtG(v z_lEztO>Z{h5rO?fB z<=CK#4tYp({rTyJL~5@#;lgT34^cSRq|3u2Psh;E(2a)k`i}YPrIZl2aO3KintsHQ zJ$!Wr$Cax$D{@T&*$O+A`01SI#O}~Mp-n;+a~~&TU+e3l82W};-;HcArn><}`T?ON zY!2sMa`yH$DUw#&;_crwL(+A6($3Eg8g$Cc2CE%WANbZQk=6~TrTwyTEN}i9G@Gcj zo&EG!D$!&61-|QCxI}QU+u@cye$`GlpN{MNmp#<*LBXR|N^kV;a(`}44pYr)v2mhn zi&4qZ>DkfFV!-ocu@IuYEv^*>m8G^A9VZWsrV8c}vS10;C$i4s;r$jHN%_u&aRPa7 zpv=E-9_YIC8j#gTQwxiDA@8$mlpbHt%qx(0#DYYrsAlY{tZLTElg`nLL4HD~yZy`k znJUW4R+F_=_R5$+y*=zwVKK^THD1}>fdL223OXPbJwtM&P+1c4q zOGkgRnyA)gaT$3Nkgr|_3;tCEv->7$k3u&0Z@a{-2b=43^z?2pbt0K{yq43WDBM?z zWHU>kICRJJsA$?YM?TT$3qF<=*c-qAw>qZw=%@Pihch9R=s(v+M@OM{k#Jg!KgvZe zQ>U^!@gy4IL>PF(E!jM~1<0F|hGsF|zI!?8&RdZ#VMiifI$drDjr(Hn^L;7)WsDAs zBl=-=M+PwGld*gQ7gHHOi!M8 zE+#n7Arj`BiFFvCJgJ-eB*mLI^85EIdHJVi1GI(13{*V=2bypJMLB`_JvZo0D@FRP z)Yc)g!Oz-fx6s>B4e`8=D{bKqjk{tUPu40b%F5ur<2W^Sbad3zcsvd_0rauDeu282 z3hyM=yx>LJF84rA*u2o$;jH;^fxvQFgm@T*fL>GJXo>NZZ7VrNSf)rgr}d=A-k?fP z0-y8hNRe^8ZA%x|R4tI7?x_z}A-+@47bmAl4l^<`_%>>H<|5=MfKhy=Q-pq63w=jK z{xdE^#t7ECqC43Sd;;E#13Se`n>g$G(V-z_ZSD0fmr3`HIzXel*_nwiwO2=tlLUY) z=(sJXpPn2T8ygpDR&7H&QLVIjvz<2sc$@ENE+UFaOI=G#OH)%*MWw>yXuDsQZw-2% z5^=PE`#wxX(I%r3Er(vQ#UyX9U_b zFx)F!zI62}V`jWv@Sxc#bazido$a62wOithM0_wZ#U&*KLE(}H(?9)y6ns<97ZVdR zqe>w3Rj{|;Q8P~1+wGTITwDZP_y(vI(6Nyev5=W97rmHuqz%9;7&Nj_aqs<-q{l;J zrKbHbY}%Td=vSKo07Yf% z=GF)L0fdj4kx>(vC~$et?RJ_%^)h-MhUzEpO*SU$Xc8Ry8u5f`Jx}(NMFLu8w{miF zC{LFp$SlSTfBrcCxI$bxVFj1jA2r?>E0dBZEF3<;R00_^ zJm^64dd-Gl1@iQdFP@X?DJ(?0nh8J<<;T{G-6^!c{D`%eoN9or?9DaVck{HaIh_M- zcy+E-ZV`iA1F$rc%LAr2BZ~Mp9N8od!x7DMFvqRy?$Lev7VDd&tV8B zZw$a=e)8nBk@D;o_SHLLrsn1+8|P=%Wjp?j)1{m*E1G?vx3`X4!LUx{pSi=rshL>s zU~U+n-O8e4u0Kpct`%fuy&_HfWXG&)A*Nn=5l{bcyMvjHjjdrPVI$sUCddpXVBKnQ z$4x9O6bgkzA_tqMPS>5cT+pDU@SUS~o)CouzQ6l)CeeKzKO83S#tN%9km`f=3HM3Y z#R(XG*-S-IfUIT1+V0bS#Bgg86s~DuhD&+F8kccpuUxr;sU@ziRe=VEhNr;0PbLrQ zX{a!#I!QbNt%ix}{IFH%Hr?LdUam@EcYAvb5VP%1Wo2bR)xX2yzD?(#fUOK7(vNGD zWP%=*#~V;CoPW_}2DT0Bc;{!N_4&(C_ro&QuRw0VZNp>~0GI{qzBvYi>PU>UV$ueE z2dF~tKBbaRgT?!#N)iZw^`qNr-*kTf(%G=#7JUTmAUS}77rohNZf+j+L}MrZ3(@*3DAeF*nB>7lcj%~m0-kEZ`UfT9bj{j3F22(H z+-onHTuff{5k*)7piZL_HG#>;($F73YY{s9fj7`R>3N`qzl^^B(XFC~Cds2Oiq#?e z?~q{;Gj+DLNy=8u1T%;lfcVpEQW_SMFk5X8 z!=z=CBlN!UZnr(8k&gZtKjTy*_NaGO!J;u$BCH<7v0Cj7%sYa~0;L0kJ7pQ;mGO9I z0v~?ho(Y^I+`BO%8ZLNtsE>a%jprR*`@Y@a7$A1iA^XI?1Ced*tWodby8ZnCuEwZS z?=jaFzS2OqfANk!gF=(W(wj%YDVXYwSvB1We4rGaO$SiIglNiibaaGrHuCMw(a}-6 zd5m;M2U88>mbHvbXdrs8(AyK#ya?i*lT)f<_k;EN&&g7r<5V`^mRZb+!;6cH(P(sJ zWaQY`Sks-VNkF&IN7a>-2BBZ3C9bL@eLmT*Xqb5OfX%=@s z_;Nu2ec*k50Cc_{ST;s}W9h(dBLnMh^ouFFQH;*(nzn zm-F%NvS5;&z&Q;S%wZ~4ho#?Etnki&5K(QTcX}vI-kPwRl{rmtxH0-Jz#4fj;*Y%? z&uuaC4W6>4rA1JdRdfz&L}5r4<05d57G=K8w;%z?4+F%I!;-r}XZnms-~ zZY3y_i=&Z0gvC_(XCGc4&!7R``LO5}FRl8A?Ux7scmwSYIApPvuaj5AJVht;G8YVqg0 zKlx~K@HWULS?)?dK8HqfT8^|j8HO_=r_Pk?L~Xix79A=lX%h;BZzd21yf7rJId;4YK}*R_F3ApM1%0W(<3xB zG_>CfGXttVlyfIX$31wkLm2j+SPq6g?XP+kV!?pSS~i;qNf4t+Q%CJr}y-P89r^ z_S{0g|Hy9KkPK;?taB$NB~6eu-oEm#yQewZxqmM!Eo}}KjD?AbYKc)708eVIiP_=D zymYu~*%i|oR#oZQ*~?J27=X5|S1o?>?#LMy$YQIR5QG_F!d`8OEXSpUMy>M6;hNwC zkvL(HsMGp*_T))ST%0=;H#CT~>Q#300A-#~tss{bHm=aOD5nJ?C|Z6G3_PMD*Ul-j zU+f0?oBFJ5)Iu>+HdH*-`xK=UK@82e1Bp*URB}#RDB7J# zLPAHU@pZH!QEqkc8h3%-J8@5)!y*c9t99K0T_1gd_6&%-#AP)eeQc6nPjmu!cM5)m zSx-VFBYz)~u6!DEH4KPs3L+>3ogQgbBO_{6yVcUE(~)`zki!A{b|wn&5#D@!yUSpkV0EVWq9^N>(cJXcLuiviCrRCSj(7?cnm^8CKjK3BB0|?S{B|EdzXh+Wb zSkdvqo}U1qG|5hSX#Tc?N-B;=1!HsFpT5en4iJw}^IC^3rEwdi_xTG@^e}sEVTCkr z0}ScbD~fktuYwtI3=RkejBrGhy1feXI_^&zvnXGLehXu%qT{g!_`7!d*UHKYRKmZE zeS~&`=vvUvpFgJ?0|FYSG4nSF*#>}l3y@?;TTv@TZbsS&*6a8Al3&h*IPgsVz%Bu!E28K8wE`S}u6>xPunmXIBmD{?=M^0exwO)}f3%B#SCdVoCG5-0_iUZ99-P=&XXd+j~ z)o#o3EKSD*qH1yCeREb^GdY zt4Pa=$I7FiF9za2^v9z-gLXtmcW}Q@}38S5mr{r%*{14H1LGbn+ye&Gf?(OIm`xz@-@uO%&28z z*)7M|@nfKJ!AnCOoCr|JDJm)&8qNcpU#~luoYScygTr|i<7W>}X15Ltv}%GwLge_j zngS@?vKn)_J32as3w3lhaMIRHr^&Q`y?{Eg_U^bY80p@x|phrU+ z1tM_9)o>K*rmbUGrryIni`_6aH9n5UU?5~gk5vV;cC8C2Phc|rsAxD{YqHjJTxYy- za6q*DO>=oB*?Tmm?OnDjs?Jl_iQcCcEb1d|FwgkaK0$8*ce zEZ5^S0NM&6W@e(JbA&6rSG%oV=j2rE-?wGV|ejV7dM9Qh4k$FclmP z)X>V*^oHMaK$VegpTCOWkC91P!R2F#8>j;!45&egcBQCFY__ z2r{T6s*i3T0Rkk&z6x(i)aWiqnE3iAUA;9|d<5dS1K2;vjX$Tq0qWi#Grv~NjX>O` zfCGMlRrmdw0SrB7Tz+w}-Ev=gkjk422p?^I3vy{_SQv!`ap@1nFo4hhH^s@v@hcX~ zA%^!(+i-6crqK49ycUIOKA5w0rovXCo=+X|0vVs$o0URKrB^aq+NB0V6xgiyG>$_s zfiR?bW~(xA>2p;IE$`sh!00ZckmeN21+Ra47-2O2W&yTb_=!Srh8EtGjADch!X0?a z%qoT23Gtsyp75?wMzp6X`UNNEi)G%t(@22`9pS&akHD-oz$_WjYrwj5Bh{L>zOngt zyz?@l5a&l^DEKl(q4=hbWP?Yo07rt?&`#%1!L)}GjIAI_ZN*~8Q(C$99r^_skYYL` zDMVpSD}_5F;Y}X052C?i#bTm6k@-diisdVm$A$&2-QtWTzxi=Lx*qU=*jsw>5ay8J z=J!ir5R#Yo&HB5w2Ie;h8bI0zp;fp+Lushl$9gEFg0X#*<52l)j5hMmcQ3CDo1;Zlv@m{1% zP?GbNa~JO9plp^8PJDlSmAylMj2*QC=;%h6TU?NAiA+Fa@{tY6^~)ZDNrAiE$W_1n z{e8(teWx}gH~oyd<71S|`7iyyNSvVGkAEE;7|^aOa_UK3&}I2FZC5$r8bSR9UN^e` zZ={CcJ3nV^e>oG`pxVH|v(@(EPKi;dfYD0ZTlzbg0`PVC`k!mbJ;ST2WoF0> z8TXg|^YaVU7M$jfZkwC$DOu+!5jGo@NhfMP{cU&|^M$kkgx9yNlSU;aB&Sslxqw?% zhp8gLnv>Ml$M{Z*)|SvRry9rc$~R0=p1K`3FyD~GVlE=JFf+TC+UxSn%ZSQNuFZyL zdxx!YdTHN!A5U@=a}c6V93eEq&T*2PYhF^UrR5d-Wq#yUT}|>2WKTLKHw5+X0$P_K zq*<&gufvUx8WX}&rE*xTC|vz{8XJ9^G)F-{O@?2 z>z~Gh2s&cpJcCml4khK&s+ze>^<0}bQ!dbvVvhPd5^;TfwKFLeNkXqxhGWSZTW4Rc zB}NM0*HrkVveHfZ{r2CBxxGyaC$;D_>i0e!ev~AHUN%P7O$y7FcNkUpH_C_6+zM*> z5GS~>d(PWuuyTCE6?69Q&q5Ghx9DlxG+nmdfBIA#8|&XBb_kRdAZvolb3^4wd)<(0 zm?M|2Ts-_i$A@(7uK2KBehsx>`mRwvpmD)z5x*K^miX9Wo`%w^)Uwh4c-{I_l7RU* z7;Xm|;h1kDJSAWpSH}j?)4vL%EjE1d5f)N=r== zGgD}P=(60!HcKq|wYalv>mXC)3SFdhd)2NIJD`!bEE4Ke*N(J@q+_bo=(3YlXkerbm^^+SEFHANtd?dJR++bFSXZXW%TyTOV zXZfE;LqtD6-y9^8(`-S6pF3#R^e(u5E}na)Mw6*4Y}l(|$_P>$ zoR%e_puI%daFZ$Lw#Wz&-fW(=jp|6ZEC+p$Ts==Yw{iM6=Z*>cy_cPQSX|Dbm=rIX*YPuWJyb?fR`Yf*>5p)IFzQ#V!|5Zkn;+^H~U1C3O|AV zwJ01XJJAYnhLOn99`~wmk*f4A58~>@3n9&Vn8L@|%kQ=-Sa%CI04hH{N3^n5v~D{hw#%_c* zamdw76iBQ-qKb{;xfe=Jofm6N0TVF!qbz~4nEdf%C$H4y%?Y_PH?D^-m@L`vDWP76 zH9B*X4Z-c+p{G*LRodwkdvrT!>2-2S&jl8ukn9V!6q#%TBtf$M;u=Uv_8ZO%<;L_DAZX(scg(j^zTlh!#^dBOy0emK`}1J-52 z@41ULj`x@b5%niG!UoM`P*Q4)k+|uDj+NMc&yTyjMU!Te|AHleEuQ{Tj^)|Vc^al! zZ(UzvpO&A!64#Z{n%zQy=d<$RrMdGK_J3nFp|l(an;7R);SbHC}yuCF40L7qm1 z{i(lJ@+(o%i*MT^;z{Om{t0T-*e9q?^g}D9?i#T*vZ-r}>$(-C1 zXrD8${~TY!KI~#$gzu;G$b)c3Rh#A*DB+1+Ka}L5;CgoLayA0z0ng^e6Ew1 z@wePAa`2H}tMQicqb*dW?H%l0b64=|(JS z8G36Av#{nFa=~D6{jRPx>WKFg0tUjru3`>b;;>4lw77Yb6=*Frm5z5^MP43D`1(PB znYl(wm@}oVsH?Vi%lA9CFbDr8y}arB`^63}-r+;4;$$~x{(?YB_It>3&-1jP`BZVD z9syglF!A4GKXP6?eAZ@G23&q1l+-*Vq$Eje{{_DIWuJcA4 z>&572h9*M7iYKBww_xZMw$DySfDNv$IX_@)WCz-oz@&pb%i?L#nYdT7M1sxBG{^y>zI{ zatNA_vXT-=F}k1LPq5}_>p^%$qWM6`GlT+3^c6|h(9S8e&MheD>gibB?ys$Vk26@~JY2qOpN+W^!qcD)aR$;B zemFpF>ZvV35Tn8GV+d9N{rtcY6oSW8VAmLIS3^W3FHc$&cL6a;c|9bsYjUp!LFN<} zcj?qoTwi;zkFe4EYe=!Vtke%HAHBepvmCFKKP?SIB|1;KCcgq_n#z?#Ode>u z*dykRKb|2qT}Jrfs*IEKnZ2r-qVc#I4UvCm*KcEg>^~4@6BVtyAQ%%{Y}}JrU&v=U zR*H)SLKD1(pQt@tpz$DRZFnv_D!=~BVXLR6rDZPrA$KQJJIou3zylGx;|5*Ko%z(W z7$7!wjzrUTkP9Wn#iC6c2j(^FAOLD9DwbGJ)vGdc8vgp6TTo4ZG;ebQOt}+qI7WB` z7#KP>4j^yiBpD`3l|XP}H5d3ZCnwh5pEIiCQ}`RXv$kOhGqe53FY^lv>TY$*8PrB#CI=8tz37nkg$*%yhJX{14Cs2F`UrgR%?7`aK&tC*}N9=__qvRvI zuYKj^4L8E>+E=dHmXDfG4C``}MY0D-iCo=W;c}?r z)qd06*7h;csJ%{AC0};0YX>gozQ4NcapC;Ww8L1293@FmQ@KZ3;eDZpG_8h3(J8%^ ztpp}kTa<$J1}(O!tJhqf|HZ5}zgZ0sNf3Gj&*tdzdpCvrlc~2G&DEd*5rsqC850l( z=dT_j#@;(|Q}4k`Xw-vQoj@RF0L~&{Ewj@GE%H!tu_gmnHO70_`hrsctUaXu94liK z*QKDPH9U@Ppt%Rmb6Rb!&3@j~*%q8Nv2H*~bw5puRI6(*Br^jd1;`f1;gzn(PoW~m zh6=B8doGcAk5C{^!cK7@cq~m!G_%t^?}r0w*nky0sky$Dv7a!))#WxE_FW96lX@ft##L3VgZf{I~rXe+>%lfLdQCqUq<`Ow#&uZF@ z3?bG-@-@~qjKhR8u0Kc5ae7WG+1dQ*%+_z4{B%lOpC+uJPIoegNG?ayS|dwPcTwW2y4!3W@EX9tCx6eDXcs(M0o?cv{%Uc9r|oq%%SCD^D7X`Nls zdaRtw!NpY(m$Lu-(QWXDJHS2VVe{Ue>m}tH8XB%RzBK(FI{=yB-1M#(muoPy03#=S zn46zBoqP}%8>`8rvWTQQrnOCdZDf>z0k8Ij!=xe2?A{4)0DWzk6eHIrl7d(KUeV6& zx!K#oc`6oc$aKVUbCqDU zeE@UW*lNz!dbF{w`mR)FwDt}z?)WuMzcypZpM>`X_fDlz24^uUnV&O3uSD8#uWq?O zOpZN?q@uJmEBPOajT%b}i-GLtgIJ^>Jvg~DFW$H|v*ki4){9vvPBmJdHx)$84xrl% z>iKDfUvx~?fhp@$N2<8^}K0?It|*Q;vdLH zTOBXG{SMnCFs51gj(O35{i9eN%x)d1&F)Z72d7+4!03vY;#u5s$;r)Kb2@=N3{$O+ zAt52~?jWmlZ;(c#&aG_M0kf3{K3ycNK0;ssgPc3u*JpQrdXOs@3wRtn8iw0JAam0k z^#;OC&VoKXRc@)Fj*6AefF7(QN&y0~OdMx61K7KU9g+E(Rej42iC`w29(n$o5u9V& zq_R8R8=i8R4P{U%&@3^M5ff|Xn(`pPg{=e!pm2X8c88!u%HUs7F^g!v~3s@m^6cp^HJP)2gG^#6>12U5g zw6x$nwLl_A!L`DG9tB1UCMUGveSQL&%vUNZ09QE82C@Ll=s^7C+D_QNImW9DsaH3t z6kffung62V)X)jyxqDqfvmOs@;^^i@cehFYA}a(g$N$aUMPaY$f?0oy zVP2t+NEE2KKE4y{6J4mGwej*grn~P|^B2Gyl8sf>R#Vesjk#KFf;rUY`U9WV3v|KT z(*Zj9YBl;Idsgx@L?JvxiuL2Q);)=lT^cLhy!ORi;wP99_VId-@V|8IA=4FG#>Z)0 zkW0(pV5mwcCQlgDY=9c7quO53i0kG)ZF|e~5OaDm`s;rjGihJa5^lTIk@o@NUThK! zZk?rq=5_4l?M_PuNvE#CL3i;`Mmugxvu^5$k+p^3U^H_>9?cf z=otC+KbR26H^JDD~;>p!qrOHC*!m>@Fk4 zH_sL_WE>-?BLOw<*^1;`T1ydJ$kth)KmC=bvj9!M;edFlGzrtrNImpa9J-%1oa*Nh zO}Y}BM&~c78J!;2U~6J+XeF*ty0M!k#0H=j3x1cCWs%_intijeJ-}!GYy5|>j1)T= zlOylQ%J7uqukpZqv4$JTlOkdGcs_Kpdi^VLK=j#Sq-8VNxVThKxhTRQ?hpc4T;`G4 zFGyMV?}Qp*A95w+XI&z6L}yOQ3$5=oCB{Glgd=d%Z2~w z*aimNWVn`W2X1xn(s%B?7f*!@0mgfPBwSgSW?ku*h=|l9x*b4RV)EcrEbxiSf6mCD zj_R0q;H^>XTz1IdkX6lB#(%+-Ka5i9@i8(q%uX`P%Fpkz;6!2ImJK&3GNoPox2}U+ zgy}|%L?H_?t$&5<&Q58d?v~w{?vwQ;AtB%Oz|_9)5(U(hBIHpy9_2csMa# zEMn?N{@-$S>|G`hjTRcyr#A4e`nG^nF`6MuK(R+v{=W&<14xuxyygCLcXxMK6ZKaI zala^QZL--dsRNG(b(4}2ts?d&vRW?d7}5;7si&N3cmufL92 z(FpEa7hN1In*ymyMhE&@P^@5Ww9l) zJ~;TNs2d~ER7qy@1|BSGKC^+37Z@L4jwVyM{>N6BCjQmv_&5_4fE39IW^aF-_U%SDf}OcLPLb z5BUG8qt(w4Ve8Rd8K$l8c|j&8=UWk=XlOJQu#om^{+atPfoZ`1o@z`TK_?{ikPpd3 zwQ%XInC#!{XuiCH`QbYPvjYY`EQo&@Gy>b_UlkT{>Ca=QrLhxAizDwImB(kWmn}FY zFmUkL+tO&PR6a_J*BEj0FQp8ifHBK28?4wv)lD$7)uw#&zWMhK{}8!hP7SAI*jyST z$&^dvvVJ}@m0Rd)v{*om?>c?1HElC8AR0Hw%HoIlhK~r|1^#MCj#-qShxBwAMI1{w zMY3Ubalq#o=f7p)|LR0OZ>^JIT3|MeDJgwvoh1=)+nsBVSnNr%E=t>d?G%h!A1Rsz z8zj4+z{=9{2_s`(Ru(t($Cfb4!p4ff5B`-;9On-tScsXmH5C;fQUT71gRmoz@#8&| zb@g(_>Z*mz&?z{#XPW^+O?pr9NmvaeA*=(z7clrdA$5rf!nt|zU~Uq@%ewMp7n3l` z&W>Su^Aq;sY+>Afu-IXL2`QJAX0<~$H3}4jQ}B-8H|s%uzzd=k6p)9+(Cp$4CW3H` zmkj%Ic)hs(J>^paL<2w$@Ycc0fn;wLm_wqF4*+x5tVk6T@AdchuP?-qX@HBsb}@N0 zh#^veUQFZ@?l{td1)Kb9|Elxa7QEXcsYgh_fEo zufrw`(K$$eEp6(eVK>I@q`%+#Z4KW7a;YWyfp;YfciAlX*pzY@vNaIag*r%11d1_L zis0S9&_TH2>73Lm-1Gl~@w&s-D2J-!%p@;*DoE+AixoXpEvpD9x11UtUsWW0%+<?8Gw#J}90Me!tu$!e&wdlEMJ!B7^&l~^;VZx1z z4r21q7QyKX*fn7v<0%Rw6vM|a95!c-IZo8zCbKj>nIgX(bhaULO`~FvmrNPIz1^-_ zbHCnN?5r*XENbei$4#@gdw74bZ&?>Ox^%&ixjh~=<{-^EXwut)zD*q7h{p_DdQ&Bc zdt&UP8xx(*70h2@+~S2UkqN+U5)ljG(of1$Xk(+)?p(hNOqmPA@S6&x#MtlM37_lB zp`+@XoGdsx3ldKS+ZmMAa3Iq`qU=4IVK-%7D>4%G)7gWD?TSOaUJbwkyh|g{jBh`A z#SpZBfBiDMP&K3*T=)}#lDRjkZ`+LGwTk5XcXab~cvHM#PiwV_$)biwxPG~`t9EBg znE<|p8?Z;pRMw>oW`leD=DX*~4p6hxWlD(z{5uB1o|wMa{iVy2b!3yR7!$EGoPB~( zch7(8my>|JO~F)?1jUsel<&06y*iizxt=}qc8-!gZEd&0*PT5#hQK-PfxVg#GA9gc zg&6Kk5CM&ob_;6H3qolL{UA^P30a)=gF&GbeXU-$dLVeX5-y?QBw4#Kwm2x1Awz20 z=tyH)`~W|wS?^dN`m4@@b$yxX$-aMK`FclBmrc|{tW1XIiGXGPnJVK@U!T`d3_-rK zR8N(|W7wR4OFPzw{vIWrNj;&DlTlMhD8}>Z+JNafI6D~E{fQMwGYxa%KQiaGaUo^G_)&}`$tV39rNFDm4oBzsBU!%&jvPb=U zh%Cj0YTT$x9B~RlGP(NqSbciByP>G8d3;i>^Kv<^hRs|5W&tKoH@+X}O+fI(1wsuF zf|SkNfsMvzkiQ?x?9=}?Qk05$GD{?>cqnb@>4~1Za%Ad#A^XJwBYd?6uby5B6>Jj{ zOmV`d0Fr}s^QJm<0VI+yEtd|mhU)pKEfwWqpPoOeW3y0AZhQmljY37QH`-0R&FpC$ zl-tqQta;x~v=XYpsmknMcHre`fAZiic8;+bD;wLI6J|5&=8;Dn*TzJ3*&Aq*5$yv5 zgx9Y=qzaxe>T0(Qy(EtMb`GvbBqUgtnemsFRaE5Cv^lN_LLRdYOIjrPm88Jae2JaS zlT$EaK|E-E+@FIL(LQHab(@^c7GwLY=v&$dA0)|#r_*lQLj4f8BT!VfH{ zy?Rt$9^;;2-90mFYZXE0*Yz;lAebVwd}5Li)WA83)iF~wqL%p(FHMV( zRWCMp5!QS1b@wQi+5k6eC5_s*cS2j9|B%#h z|7N73Zywk4VT_1CiGo2y(&wl_+i zgG}C=8elQ10Dm^%WCf*ht@Qn+cC#{%!`@-Aa|CtTW^Zt^yP!}Ss1^17wS!Vuw4hE_ zcKb3Jaf`p;&4=9!x?6WEaY!tCl@_EJ?!y`10~9-hWLs4=UPmxlms_`84|>xOQh9X zF%sqG=idp(q<%Z{qdtGeq;0D`t9+kJg;12pw01hd{ z*$Pj+_t*J(Kg;s7bHOH#%i=+A*=fW@|xv^>ioTbg3-dd#!Sfmv80Xz30_N%CB7* z=vjOu{yo!|Ygac-9DjT@-k4mdbB`4lUvM~02pW$x3=3_w&(T&<>7CTBdCN0yb5awx z?_41*OHFH-{IO^B?q)|yQ&?zoO^pUF`PjnbLj(Nhf6rJEE5rYeqH68OH7A~q0kPDl zjo%VNFGU&M^>yDEh3y*T_07Kh85x`550Mw{-%HT_R!Sz!n~H-iy@5o6By_x)Y)Kj; zgn7sZ?|u*c1GIwr*`FkjnR3NUiHjF{!o1zOtMI%xzn7n$XslP~_Lt0T*;RZ!*+AX& z^PmU=>MTSNa!FY1cZsuHf3h!fz25!Wq}P8vEI#I8?RS<{880BnTFC`#*V3a-SV?dY zRt8gIDrXXFIPL!# zC6kVy2#RDB&5er}jN|$3XI$*&y~)C67yt9?`F9ui)hG5X2g8J%K0Xa>Wy8W!lVOY3 z==$_Xoc`3&@eWz*+T>tm@94PhITW(iquG&M;&W6~(gmN)#Of2a2G?_cqnm%H%7apl zH;6E0=gmLmo+s*wp8M<%ro`bK*g%EXTenPxWUw3 z)hWOB@^W?8QG(gaZ;?alYdbIc+1kUyt8h9W{5wUiPbk3ob4khLGCzyapZ;UB_w4!g zf!9~uQ;VjES@@r+dD9oE*V4d-w!CxBkv;Wh(avlC; zz>gLCagr-O=Cw{8hqLF$@yW~rYXT92@j_nP{gVVV{yQ5-{mer0N_R$lI{zJ)cjaW* z@MZeOv(t$u5d=4~b_+d}N&naP7%|@) z8_T)!R!5pniQ`#MvDhl&d->?Nhmp5)#|QE~RMJx|F85S|hmAYgr9XEx9hJVBt2BP- z=KWC9eC_i6e_?5}p!DaOJvBA~RVyPB*L_F6ZQGjx4u`B|9h#|Mt8rbnp3^2 zJxCTHUn@hFE8*eE#btEarlqGZe1AJ6P!l)g-F9qVh!Zc!rmmtQuR{83k>&30;pui; z8+z5^7=083OL>S*>iv)G{zmHt0gJnlY_z)G&RDJC@MaFCrXF8MyBYo0la;+eG*B>h z^zEe&cHh91{;4b$xc@Er!Qr9)L~vhnPBrcJ58aQq^kT)U`kWc3 z#B%%CceXe4zS}E>`|Pkq<>un-?|v8_yi!wbwnMsO%_dV)Tjh8=^Yhv2;$nAFQmxG! zdctiEPXFs4gW5&y?ya5I^DF{_kDBs-RGkjsk1C5_r!$H zSQHeIhF?B2rV~ykAkm3j*!uGqoP3qNwAAMCEVw=p8AnyW{@P7xC^tUZlVQs1{aL`! zW^LED@N#ls|03^5xt76=NOhtP`?&Kw(ysIp?_Wqw-tk;Ka;7_3I{~J#N9ZW5^nuWw ziNOU{oePnt9?q3TB4k(i_`BORJpN%o7S8Xz8I9}6*P@IxAfLI?&#twyiQtSkF0p-qLb{`p^gy=7EYZ5J-Q=#UbSE zpAqEhfINB`xV@mGb_2!OfhHnrs<@94^;2t5Ky>fMb<%BC&B*SCa!3ekkAsehNpcdD ztL1DUF-hjAhB9T%$gl}r0w!$M0bGh5Q?s7k9KANkJJ5B@7imw2Ozhe;OszSTwAM{6 z#GBL~P=1TXMZV%H6=OvCr+b02It%mq%?dn&9m>Em3l9?0b3=s_?P*{? z{3kttrD~daV4f?73l&zNkZN5yBQG~rptm?;8A>D;Hd?nxrf>Fkq$Clu4C+*4y$s8{>&A<;%t z6{FN+zbDz@JB@AR`G1+4CAg=h!o0S>Fkfi#8P3jj(Dj=QGwF}#<4+ZG|9*M0cDSEN znz79j^?QaBH?2&L5HMCq4ml(LyJ^^J@&u9C5Fnse$;-Y0$Ot0g=$rJS-{B9NxQKJ2 z9oT`|(dHPbWNNwM01Rantfn#HY?_8qw@YvK!3w8>qnPdi<(^TBf7unmpHqSFjp-%j zcfT9@(o11ENY$yK21nv;;AUlYoAg3!;b`eHJbZq2RaV=pxa`2eA)>u&bG@Z`xY3o{ zJ}uno$G?rZ78~5lOgkJlYqAeR&}=i4rE`^$dmT7A+Y1W(3#~$Q21kfpu&|Ps&8_Y2 zb8Dz}u08x=)Hrb=lLe-qJD(bl=gXh!|LyuVYT$-4EQwJEfq>oGWKw%Ix+n_Lr?J;mpQ(B0QTQ z0e7yY*;5Q2?!TRv1!eVRgVN#kev49>J=4j?Q)^y ze@{Q_GDK|WUyk?Z7{}n1W;Hio<={RUJ!R@Y_k;^SB&h%=E3Ic%lF?N*IxYWB$UJ?O z`2Tf2;8XmUw*_$p$O$0mO;#OyZ}ay?lPcs*5)%_6pp$rm!d&+Zw~b2BO=1F6RSlQ= z99n_ItgU;v|30c%&SeF(mX)3S@xd}Sh6TU|C}@!Z{wOGn;X&lid9wBAjZMnyy%EHz$(i2s%F(}u7w$d<9Tu;BH3dH_|ly33<eKOa?@b_!Ok=j=_y#X)PfF*J-@+@`rz5z`1m-; z{m@JVRjY`vx1RC;?-h@8nE-ybXC?p-=mMg)kj^+#$o(`o>T~3@QvYMM$@9PG-=~(! z=AW680u7h}4~`>={r%EOLjU*hHt}-x$UaO-F#ZW{-7o0EVWboBFF=HuMJA?Q2F5@F5dHSM}kqhZSsPFRnk z^wkOO=K*-(7TbiM*B-J8EZdiMmMMU9{q*W-arPImflb^Du(kpwgB3b_0y=bW0fUJ8 z`0c=ukdJtjmr`kW&eMwxZg+K6P5}7b5BN%YM_Y5v$ck!e+_5fo&UcFMmv*>$xUNoU zb`6n@WM?n`CL8lQwyHkv6f;@%4E$gY#plCiSrf?kTA>Bp<4hYhYse7(lf!&|v1tDrIfa1#v9eSedPDX#s_NE_ODaoT-2j`DG*JB zra0xYuwF9l&%oYX;@aoD{pJXk|Bb2I87d|J;Vvk zuqw1J?(SMjD5V}j3@v=-%B5}Imb-*v?fo2BYM-&B-ArSyU?}x*mx@)L zh+g-|z=##5hZ33OFhfZo%!@842*OB0#s=O<$G*vL3Qf(m!27&%%xqUtqV5mAiI<)p z8O(MAx1F7l$cjqX8QUhBOm-DuD(!~3$Rpsa3p%CZ*Voj<4g_M54>~?|>4e;kO+y?# zP*s@btZNK>+=;>5!`8BXN{6jS2TYFrX~MuqXq$E{Zx@HLu6(HV_c6PX4&C03MGnm5 z{Q39<3(6$Nk`)tg6n$<5W2j2wpQPpJO(QllV&JMCm@I%Ft9Nc`{#j`OzT#{4cmQT- zm)Zg@E-ut}Fzd`2Eh#Q2*aIz*b_Ndrn8PHw3DM--VpSXnVoq{^5U9yqc@cBZGR`Gp0u$(jFGd|SRfOj|;QGH|CX-L+pU6JT1 zoxJMNLiu6#l{GD`CKx@?=ts{@gu#0;%ORJzz@_a<^gE ztEF8?;(NRt+i?>xbQ4}_hGHq9(g_xrox~v>>DTIqAXfB)rlgts{h)2tVHg0j7b6COrW@$$U6<&E+Bx+laey&G%J@9s!@ zRM78gz3t*aC%1%)hdYTF@0-U{?{>@mQY|E$DSYiU2cpJR|H-w|xd) zK~3Lrb7+0F@LaIu3Hk3@=ZcZTZ(H%bKLqT-zVjA6>d(nta}GM`39sdIl0PShk#lfR zU%n@0u+jn%Ljd*IbZLjg>D3`ZFNGJsI2!lKkw+$J{a;r;%i zt#wZ=!Y`~hy9!Ctyk5h zTcl}M38miM9K-j=t$w!*@t|{QFX+s$I5sxs;*GPUx_(;p1J9*8>#%rQE;7d7&m!o9 z%bVX*cyr^L+m}-1zo*$L7L8c7t5IWcc`ELtH`m?)eczZ$PU-^;%WoES=C|Vr2|6{J zr^Ya@?zh|p_}Lm1d5BGfZ0Mlc32{m@80ee~i;0fpP|*uiOa{6CredjcxoM#CvGw`B z^*NZ?dkr*|;rF?7wzAqkIVt;y2O@l#PZxPft%r8cS9YkKe{zfIxjD@}vvE1fq)8}| zcy(bz-lz@tSd~T3iV?aML?S4Iixlo;S||Xcj%~E0NxF*)vw8f3lacXszH`ibKRXWB z&6BIEnw09vP(oS&@uZO178|1pC^KLCFMR{Jc8T2qb93{X@Yb8~Yfw$9SL$YNPD6y| zw@E>IdoKKZZkPe%Mv*B_C?4w$*yBuShq8X>lA1+4UTS-Zi33CR8@^h-ADyLp!o4H7 ztC%;JBFUvBugKS`nXDRSc!x(IClDD4ow^m+x z{c*z7zcx#{A8~6@5gqyZf?N$MilRQPWlv@0m3Usnj9xNcs}NsPB(Gt_mZ|omi-w80 zyv+QN?K!uUPO?U4i*%8XVDLQ3_h0+8zU>RdmYL(~nfI$fM?xh-3K$~)JF0oye39Gg zcySL!I5BZ`uF2?7Zi#28G9PDkU2CJs=yLAm(8QC0cJPjjc76F`geCKm4c9Nue8wUC z{>}vcWU+AS?rLrQap!EY zZ|7midVr-UC}tO}ntNdO*W3dOp}C)VJD@NI4vrMP@>+MxKl9UfGxF1BS5_V+7=b~( zG9f{z^;y@g?^X8)S>sx}!uj&-76U$NEL=Zcr-AP?Ql`kjx3+RD zps_##o)2O3^b5~eHg#IKg-28bdbgXKVu2Iw#P0i}{Rx+S@0E8hE@RtRuo>T|WO7u_ z&yzvh+T+IB!R(F|qHOpA+YZ4#|BU(u>`4f^ z-AdceBaYk7SWQ&aeD?MNJOZ`a^oeKJ2=VaJeTwL7{TSMVs#;D)4ml6A!XlR5y85xE z{!~CQsQ~NOSByAgiTTO-HAwWow{7xImFD~i0xQ>x%|_QHbYN@cXF)+#IPG>`kM(k* zjr4bD;46LYs>cA9gm*5tW)l8@T$1q0-xXpbiicdAOz|HV0IVg`efK+NRkc=?w*7oA zR%SivW~qf!l{$vx!_T3dF8QyZv7pF?<1dG?{{|awTCnV+GGg^2V;6GVDmh5*mT?JN z@gSJvQ?X_QeY#phptUoHtd)Os^;fiAOlO++Tf>uo!5j(rSG|D+XI1^se*bpvvTSnw z;2f>l;NbbTBi62~UuQO|TVGmTM)K(?iKEGySNL3k4dCB}G+5cL+uXqCnRNAezVE{p zv>dc%IfkIWDPaY}lt%|)4CmhkV9STsW@mEl>8PyB@{7_*G`qGzV!10okuB$8Fj^s9 z22JkQIU99H6<`1j=zLvCA@NB^Z6zjZ&Hi{@>b;|QYC#vq%Ep!{OA9D!?%FNr9bV%2 zo@p*~Up+M1yIUl+@U5J$+&z&18P*;rlQyI@LNVHlEq8}m-`ylM`*N%OM=KvFb=g&= zt(2|Mj?EW-9sDi0omJWaU#qbFd|ZgULZJijCHHfq*dZ{sS?uxiNh$|#ac5CC`klai zwBJ1>!4LoTu(CG^zMM4VG+-~79L9Yi*RF}z{p#SG&E&E<3IKvrh|q2e<5&F02W0!t zBDdNJ(bobKE>efAhEKfgMw4MV_z1~G1%sbe+YgIvmhr9Uf6M;usyN5B0lqI%#xbAS z9`BO7fKdlbYEPbBW!H`$>Kq;(Zxw{*&e}|yUfC&Du6oIu;>KYc9n^1+qN0ypUdpL| z_F-gHYx~``X~>rU0Y{DjB6Jh*h}T(~dR@C*V{Rg^m)HY6Df@jyqH*NpWKoyX>sf8K z^DCpy#lOgm%;LXdNt50BP0)vY866gn^87BavRS#P44*$^rxfF{b^MN{b`Dxq2sWJ* zeZ(9oRSBKhVGu`P^S4wzHZ)t6Ns-{}Is8|*iLNR4=m8<)EJos|_dF0(w0h?%5~ zhQ=qtR_Nk47*DecD~%M37m$l!qfjT!0-$YtK3#IZ@u+m}cw@_*t7Y8d-T%&NC)Xe9 zK^`-Bm-l>yk|gj2#41}HaT5!Tg%6VFnw~Ot6sIpYRHgFvTiX< z1D|E!H>Gdcx1S>!#QTvwuFf-C*=`|kLWhTAmd%T@UPnMZc&;P4Nls@hkT)X8N28j& z0&dcqN%P|afi^s*jp+ZyiZM)-)!Gzk3SU=;F=KVb3y(UtMB{V&*!Ph|IT@Nn?h2Oy za=2|)Q!M##z*Ti`|Gqd%m##AA#dVNza}yuJux((VIzUMaC18p>Sfh1D{RLt`UYA7(If(Z0^nubOpzGm z;0@Z`m3cNtwwyr(>`BY+D{KaJsx<)Pgm#B+beiJM&5N&v=W7hWSe0$opz$J4H0 zbIUGf_mpO}XOk7PFj<7ZK_dvc1Mn4O={XCxVAfY_JfOE`?;-eEU}`t4=xQmiy@|LT zfnAHAs*V+}6lHJI-e9V5>Ec%{Qy9n$;y-LCGDK%_>9BS5UYG!IcFH~Zg}1BxNDZ@| z?lfC+0Y1bOgdnrB=Jry)uTZlhhZznr8#{Lvm7){#j45x9KFnP>T)y8qQe==Tuks+4 zaAK#beouU`dbI{6ey~UQ9JcOqSoAErw{{Q+c{mSQ4CnX((}rNSypJUStRlUyzIJ~B zsh>I?J`Mw`fMYT@=C{{TINY(iw{G}YZuf{Q&LO=$kXycyVHYc=HL61Na0Q%b``>A= zRtHLHyaG*_+Zktc8e+_>nMyBTxw{uVgmLOI?iRB8yAd17s!h8;?3rn%=GHrIL|UEC zSba8C##*j6;2*Rbm!tS8OQPn~_73$p8IteQR=y0V%W@5$HTH9GE!3_z^O zP=GItHyjEgr`l#+FN(opw08i6Hb7-sqxYZ~x+_K*6;<3LuGtx(+i}544dYqH{X%Si zx8a#U!LZh>9wsTEN5Jp#rY`&2PxT2G-Pz0i`-6EL-0(Y>*#K7cz1PIZr_n+WBM(>G z(aoDdXQXvTZgOSht%4vk-jP0&(ZyLEvgpY7VR>0mb*a^RMao1vHefgD0$*V5%nWxRVl1>cM)})T9wVRpy#c zpo}+lFtB-ezs41b;4>5@R}x-ZV-yCtv@#2x^HV>b)1G?9HrQqHXdSGvQH;mYU;4u3 zReWuY&hd_pPDV~s345Ui3Y11-h$6SNzL~RDk9{MpwN-EH5ndUWca^DGpMIu3lR11> zdE(1s!T|fJHN~%=1%=x9%w6CI4b!tK3u5b)m0P!A=wPSQZWVlln))3-|2|0G5Qk{0 zP5V+pu#A(Xpw~DHsD~H;SPwhJ6D0#pnMUj37HapppXnwGHIwXEuX_~nn{^qiczEilOaze|(Ju^x|HGE-^MtAxWYpAJS4JI7^iXJ$26>?-{yIRO~COLEcfsGU0M$T}B zc%z)Md*K0vs+JI}pl^JV_{9D4Ff5{Vhfkgv_Qfsp(Okmz#4D+-i)xnB`d~X!yX={u z=%n2{z?mnCL7^-EEwHL(=4ECk2L9`x1KIeUET)m&?|GZ@3<;sW&8&xZQ3Ait)m-4T z0RtZX9Cj5-i5yi?(vb>=Jjsr8?>TgIV2nd9_6;{*(Fp1Z;qZ9^g-l{n%7;8CdUyBu z`3>i*wlfaYPJ42W|212tIfg;FR~mnjSBoa+^T&9>Iq&E$r0IdwI-7-h9eM2T3huVs zaV*<3p|Br+I=rm3wmQV%a;Z5qjAe9jV;n730b4ar(uhiGYT!Z1F}BgU6wP=`35#k?DL?9YRzq(-P^!+PQO$8Ne@zAxPmL#`?~Fngn%mSq&s0WZh6v$ z8eO_EZ{WCxwv;A}CJg*Q+EJ}cvs@CNfIR*2M7J~8AWq|~wnj?fu4;x;Ex_RzFG*19)N$*AfjA0d#=3z2qV^1xsv2mkZ1F<+2O9;?^)(M=8fSDE4+FpM$RW-Ku_1T%{(LeBSZ00kV zl}#Sx+n&yJ4M#*Ly*n!j{SMEmrd^sS#@Nze80%?qG!&6omzKI$VE&QH<)}@jLLh&H zG+O`U>`bLN+I}m8#Fa4!BZ^|0^Q|5>5(Yd&OdpiUn{`}weIK80j#kC1dP}Q?L%Ybz zgB;nSrIk8wei*K-k>eNDhp5%{<$g3K;F%9re0p0tssZT_`G5hVheURR>7G}k_CKo2$EgfL<%L*>){qH3Me79?CEKB3{e3RR*bK5rjrc1+Y3wS%RLr}u>Ma&cpqf~8VoIx zDzHA=%=E4ClQ$0BM}`?T-9ikWyJ;tN2&@#wy{k#jseqe`tG{8KHq$qpEz zLciU&!7d-{s{2D=C973_2%THiE#b0;Uusu^6YW88@X)oN{oc)j7}45;Z|KIC673Y* zo{hQFQ*gG`tPe5wJwD4PEyvy4h~CO1c(WPb(RP^PZfdYoASk$zSnd3A{dak|8|jgy zZB%^9|MyA=(o+C3oed>e=w29q%YC>>@U`RMTs$b&yi}v!9Q-hFX;$TYJ$;ZliR%^D ziBnm)i3|-3$ePL(p2jD?KwK7E8@U`p2M~k&eqEhpokSszKQEQzLai!pMd{o5*fr-3 z#pIccn}N*ahr=u>lkY9B-<-&7r4H^s;^qP08|Xk_TRSFSspoEjVtnePDdT4ZQjp!5 zI%x?w_~%O&zU|IoWb?!OXRw2C)hUDCayNc%M$MFWbztkg8RJ73`w#!H6$MLHPI+@1 zCFDZE`I#SFfO~LFc{Ez^ zwz~W0`nmL|@cn(xQ&oTrd#m@ZCjrQKokWbL!^E z3-e!!EoIew<2#lmXnj90>h z2C%^6)6Zt&!}$B}G*VRD_ps~yoII7$KYku>`gXodU*Nq6v6gZGSY}w?&-V|$KX9I4 z=V>^vyca67)%;tS?BoXj2~&{bW7ZyJb=&bi_4mhGQ#Rv$KN%@$Zo=?s1+%*qdYE$= zDRYNTgRUU;WUBlxRaHF0t^6|Pq;XVdPz>icej1N zK`xyQYs6dfm|@z6UJ7*$I9^-bOy&Op*PHNQ#2^SbL7ycaPacmW82MI@+|P{JZmd4g zm&>>%Qg`liDH)FBi6vnwuMZ0x79gF2;ymD2P0RN@omz4mi$F_7M=b=tvN0(C5(*Z8NbnFdi z;5vM3({hK-y}Yqz+&%Ln|D&0a+b=)jJ>p?Uj|RAED`o2`RgbIUqrPE1Ug;bj8RzA7C3DRz_(9Yfw#yHAcw z0m8!AlT0ve(}n1KFc&udN>av7!K6&9Mep5*y)IFJHl(Z<4PQxo9FCmr9P6}7Rs$*n zFv+GJZ*&~{47s3w>%T+Me}%YQ4{GYvDzaXq0Cr6t7OeR|n;81ROL3vp=@3asfnZ@# zhkZC9zOMV_bhwif?IZ`32u6_oZ@*d42W5$o@LQp=a&o#{a^m52e`I7rMHB1c;9#jv zT81>5ZpQvz!RWOx!ypNvwp5N|0_n zO~c0zofPM!erK+&ttUTb&BY8rO(as#$}8)oR}5>Ki^q37)F{SAo%OqduNFWRfVr{k zAhf?v78kNJ3;P}gw(x{ZE@%JP@(_mmP1;8@-y?`%nc#pkuH)N&J>@j;1 z-0VmFNDdoWa(?k;%VOLp_IZs8@*lO@CDD}Z)4kfQ;$mTOI$Z~WsmtH)0_n<(gAflU zjEgD`N!iJa40&)IWvyMQ-l&cZ;`?OwPi^~`HqLr~Zn(4WEoh4VRKdJ@4*D^Evnyg8 zBq2^ejs%JSw;Kw}E#MhU+z#({2Y=A8bG5>Q1uv|4C;*AAeWotQb~l- zvI`6&W|G}h|3FfZV8krKcauug~SFyv2>txP=W4Xq?9gP zuiMmtLj&gVw)ZQYOI`E{WPgrLwqm-l_9c>FH zD7Sr|QFN^UQzTbDP;xL^@;PJqw0zuMX1_5iCpp=fuNeMQM$}bG;O!hX1i~(SH=gXQ zbr{)$2PcXL<7nWwelS>@vY1=CM>Mb)~D1YFE67YiiVF4A~Y=0o7B{}2+YHvf%$dmcJa*zhIYJ4 zT7DnXcWS5$dIfdsp`diQfDLmevImXCdTAcYn=Sw0Ea!#UXjJYbG7O^HO%#!Z-$_7; zecdl3l-EHucyjF95H>(jgZjqXT@DK{a8SZ00=03zUfP#uwC;gzATd;shl86n=G!+Z z4sN?sUthjry*iB4R0T}Yy?r{jLrXMx?sftGKaB8L2~!?^G5k+%rP;Rnp_`1B)Da!E z-nC`4f+H`LUl&baN;U0l324g5CD)%cX2RL~Oe9#4%_vK=kTD)d_}Fu48ARf#z)e~t z77#Y6ZBJ4d4Omy!N~|U_)fLnTfw?@YjW8HQO_3US1@YxjYws*Id^l-tz=v=6c?<@O z6Gs`DqYMnjcXw3h`_rgsBOkZ~J%1ja_M#zosDJ1JX_*-wHQSNg2>HV(gV3o^!00(x zXCVrhC0|hsdqnGW-C0sApk?y%qqR-YQnq~6OgR$y-oV#~2j1T*I?NBFz%onG^JTG- zU^Abh z{F;yRM3U|S+W;O=ZNXJY__^C@u{&TlgoMF0D@1O4B4-!;Y7GP?IT#k*T0kT*czLHw z+fMgx(QKvC$xKW-UlS+&n^YH;ri3QVrjnW*{Xw`A$&r#q47?tE)?IG|Kx zxxVsr*~_h}2HW?bq!6W(4P|gY!M#PmiBX1AD1*n(_eYD+kVBAiq8eu$9y!({3Hqqh zwA$0M`N7V34I@#TcH-kedHD9I0^VnQL18EWWbH3|TivV%%y=CydH8G@rr;Qrp$#G! zfYOX4^r=|`B`;z}WxW*Br@ZHfPl0y#$NINj^Gct(t;6TY>mm4W9H0T38l2B;uqU_O z&rl`xQQvKFn9xM~j4s_Qr=$qxz`B$9_$5-Fii(k`oA`pO-{T`ELRf#4Z7R^#zE_>f zey(2|p7Qba;5xPMVbtsj9yaXJ@51^tL!b>5EbzNd3Es3F+5ZM@F~g;|soeIacFHvn zu*JcBu;v`M8*kL9fP0RG$cxw!)ic2;&ay2me&=hC2nA6@CJ2i6~x7OwVUJ51ltv5#ipgEe^_%PVA$l++Hu*pw zD2O`sDV_dM_CdcI9M(6t@{=ia+b3+R^lCF(@xax4Levl80M;WqjDQH%x0|$|Zi5fX zjUGvFMAlx2B^O;aAE&z?UP47}K>JE#z;%|zrFRtT z!^WBLa2h>&DPa_5c>=pfNKfi%08&<*!`3}(%fQJ;{W0Tk5?KWU=&&?70GZ5>QEF-& zCyMMBEBC_G&xhNj3{?5G%LJac2~X^1k^wK@t|GpsR)|zgrNT+5zrCP9cdLI;!4NG> zRmB})&`VK-a9Vyz8(R%M0J|wD)|<$=wq-Va_7I?h%cCavrCMM2hq0m&0q!Z3^RMylOrguVQCGOkN6?(AdoHjb&SgW9YlemF$ z@D}g|S>=z{3F@UFJKQt7929Zn;`?SUPU(2;tkx717&4DbWMjp#_y0CbJ4NAPZsYf< zu_zcF3s385y}TMTB4yZX8Sw<^1Y1eW7y4<2D4yA@!0(kM^1%*4w_^eO?>T)+Uf^2k z?cMnFsgmDq21aqP0uaIOo^KdyYvTYet`&~vCRJsXGOh1q_UEJ@dgKalaOo zio`zBFrwr1rcbo2{8s!SWhnGxIZ^EjRKr%f(aNkvY%3-!v+l%TDgUugJP~hIwgF%3 z2Z6^uL+9xvz06~mr<=nO{l{qtG?aIEX$}9BFE76)Exg7|0uuWqv85f8^D6`1I4zjH zx&cOUb=+ZxR!TUH)QmEG${qfOxc|5SaeMtL6rU|#qVYsk(te`P)&R-*T-DZ|2i4)= zxROs+3b@-mu^)!U>D?0Wo2&xEhw*@)69xIDD?dLyy-?xGxw71FVMv8;6BTf}J1}nt zGFY!3&bRfve7=LdhzX)Kk0|8WqgW+G7}M?!0c+`o;HDSbzlil^6bgkJ5mAI{r8(J0{ZacsBS5W#Bt3 zB0_*a^~=!=A$HMS7`RLx9>Mg7?ibsm8HCjgH5@MjFcyB`RC{^$sCEA;zC2v;+Mjtw zv_b6oy??s1+bz@FKL`tsmdD99!z0#!Fx~W$*wtBOvwz?UeRq`EdVSTFvl|oRvCSsb z`&LqNsr|8-^!~SvINI*r?r3)NIMQTQ0F1K9gk>t!*Ei@+O&_&z@2E4qj)p+06~)n0 ztO%$x zmH?YIb@wGB3wF$w&=f#9BQlPrivcxESpb{o5BF9t~{>TLA7lQIX!N+q@YpJ=Uo?lk=dS?Dwhd)6qE@ba-R|ySxkw1=OXA``+?auYhLKpkBr-g?PK~&GaTpa$8X>OzlSx_ zr!~^YandE9>m|^%c&biPMILWPT-%Xh1D~4DxT=BQ>`YVX^|vlnJRw&$fH`>txgdk} zFrX(q84svJunH{O<^RRpt2#Su^jc;hU2{WeJ>zCyOA{|Y{#E+Aaq8X0nrxj1CQu5P3>GJ6` znO2L;4|gBFm_1i1wb4ly-Iv8r;bj-@9IB&~;1ANomVcktGN=-t1fRG7B+yW_0%AnZY=$SjHO3)8W9$` zh~@%v`dV%*IK*-8yUlHBRR`v`Cg}o?yRhw!?%gy))x^f?rt$aZ;Iv_Iz>{f2Gw6y7 zj>_#hemXi90_`*YtgaB@hmWPR-C3XXANMpQB_ytnmhKV!P7tQ2r@=Wleqj9f1dYo< zpRK!V-{b3nvpK@sFvd1h)phq&CFmf=)Gx9C;%gK#urch7}@-o-SuX3UbDN@(GJdK=}i6_|_IDs)EXHKi@OihodL@LN#&t zL3A8{jjQNVYDC0^=5*x@e9;+CBH2RJ(0GXwZ}Pe=vh!429J+gvmpTYr2iIS_m(u3Z zS99{k6ij!~M}8p^g&b9-O^)HsW&;d}{wB{?t&NE=-!5EQcA;o?bBjgFOK1BLL`X#$w&X zwHyT9Wp9t*khZnn&Wxe^IT%i))jq(pkZ*6Mug&;9cIkouBWg*0#Ep-TrrL!S2`Q|% zUVTGB+vSV*bHPv2gFpIJ(Mnp9S~Ba%FJ|=(9D;^h}zn4P34S&^JRRCL&X5#^ zCxa5jgT=-Mr-Z*uE1uWVKAhI#=ULn@ZoMvUE-hZx-ajmMF|XF!A1mOQ$_f-y!#1WO zgNhaD6G%(*_&urBD(os{C^aIqme%=w{~jSTZg_cA%L|-It2J7gaVd~VitK6>Nh1XZ z#H?N4FL0wCJ=)F%qb>ig5#qtKJU)3xUeQfHZ=JiQAi1g;7kYh9{tfiXWa{*}_v|6U zFO<7QxKD?{v;PnQ_=~fVjvV$~Ld+3l0RuLC>zT0-nTXH^+k?c>kJq2kPB=I(v2osb zFw!Z(`GRKf!^6XWT-w0-s&#J1dg4mU;AA_{r+Ct~_Rlac(AEYV`m8zOGXffB6A%*G za4obx?YHiQuYvAk!q2y(cJ*6{f9Csv|8aOArR-DG`TV=E8&8&L^)hldJ-4oOvk@{_ zXl1E!Y#dg!@N}rnI5A1`W;5dl&Dceq*+x)&SpxaY_bkR|ej z7xXr6(By;!AKt`l;a(Qzjbs4p!VG8tO0cP8tKmAcX}TS%SkBWa*6_CNotP0dB?A;} zQI}k%ZQ6|O{*~BMo03LzY286SfDzgUlv&Nj461W?C90?;7c-r%IpZ_9?<8ZuiXZ|t zzsN*ShL&?=tkzpvKQ!IUGOm@O_@CsFx81y-5BMbL@ZRf=nY5L+Zd`v`oJ#f`3V`vp zIcvm+nPa8KdHP3i4?Z%HtIASDhn%*yVV%I#Fw2O2I7S$?>rYI{`EZp?7gE2|clPP( zzh1*5V!Q(|$baB$db=GyKR)ish3`dVHjV7-`#yz;+5Kt~wU%^CyY*c0_S>K==@#ZO zQX4oj5cNG9iEA8(I_TK>^->1v7UQT6@~FS8;&M2rvQbU{cy_8GG_WXYnoowdl$4h5 z{Hp4?=`uQrRMX*nYrBi$UE=hDp4XyaPV^VpcBN5b*py$cDGPQ!$K%hs=j|n4IUj>f&S)S zFxCezUc8(%Jx+RokQ*2SU8&kXcIuRq&R>M0>I|G;01BYN!MK0M0fQFkCEyHNZ~$*jR=dIaD`D`j_y7k7M}(`%Xn#LwQ3`sL zje;{r)QeN>%Od`+VhnItOLp2rV!$)| z6JUVb!`;Z|ZdJPJK>yT5@8Q_rS9UrJTc!q$+Rj=C9Ypa3j`bJ*$QmBJoZ#qmrY|A` z!E0Cxly-l>AIboc#h*ipKUPoi>t=NkUY(T}@WUTTxrcBYHn41O_#AH_RFY6t)ky!r zcaAzKSftw@YU(3B0W@I1YLAFKCAc;NuYzev|E|-4LGF7UIq-Ns`B=J&PCg0!1x^+* zTi>F)tKedx(XaAxI*hg!vWZu8lTUYa<&J?uNrP9*1{(PlSW58Te&G~5X{7ir_XZ(I zHa;P_;DCoZ!v2Hj#Cbzv$!oIjEMFq3aLF+vHT>o-4pJxm+I!aCp3n9uWbApvXtM%< z(B5^sk=&d8hi8-rcE{^jdSwrKquWyS*+auCtd|rKA|?QUNCuA>qLzBM8nC?|p35WG zV|S8p&E*&W3|CVKz*+!7uSGDRF+vk5o`=t)@6t`2O!2qZ?;h_iKXv<%8R8X;Dn7|{ zy~L2F8TDJ)9~Jam8V+3shk6>w+Il``edR@ghKeMM@Fz1sLWHHbjO?Sv*9H}yX|JMx zX)pU;l#L-#K@*Unh+vSR2#mv4j9kZ@z&$T{YQ5Fj82uPtE#jlL14V*~jXmg@78L2|f{u^lMbn@{2u0 zdP(xwX@Wr<+Al;6BQQa47hz!#;Gx^L)7#S7IA0=`$zFApKs{P(*Uc&p_2|kyJ$@tN zponOhz(f2+7t8y9csdK9prW;1Z@Rk?knV1z8>B^Ax;v$j?(S}-C8b+Rx}{sXyWwum z{m)?>M#q^QYp?k7eF6%mV%mC;@Cc!~agU<%wFk8lwgh1VgULP0ii;J z&}5`0DL|HNQ+o8px!f>X(elIhZwvGg=mrQxmy@I-0HqC5DYUbcKU9mHC%9@5XpsrI z)s0E?Q))cL&g7eh}ybxs;_9EkYN4+N@#gAS<(>vpq71rm`6a4;Mdk zaMj5d6!g&^2{MEcAcG$I`u9ae+!GVq-7BN}6E}d&qTRpK+;Ce+Mb-;x(Pbg7 z0L=!CPinTA&3+czxZ3*4pE`gm25-sF%WEgFLB{&Q+d+969?$uoH2mPcio?JM>90eI z6ru5|xdTG_Rn4Czfc~^xcv1oklHswv*KZFS(Q?SR>1q|v`+s!iKbUY6a@mltBVe3| zoc*K^S?6cMLT$A=aHN|86J`^(+hA7{2wR}E=*$JT62!IFv$Q;k;M`<73e%NKun@`?JuEHTZy~-UZI9q3M)J` zHgt~^0g69j5FGjD>#^r9A*=d24~gXmMi)$oz>z5YO?W7LKMGAsmRnF3K(Ct(_Uns{ zo2r{44;#jJ2#b+8^Eg;PphiT#iRtpsNlHTt9qc2Qi6oD_B0R(v9PYaOp>EeeR@LpAFsR>gSP2%vlvfFzIJoKR>H=};>3lm)-@ez?ahzMn z7Q$<#JU$NG8^Dv{Zy5$o$RN^+ZPs8aAnLk*>ixjCgeU%uOFWb`*Tl_ zUt}HCA+D5gfeBm77#70&Z^Vf|{W@?2CGF8;EJ^(HIQ=6};6e1NtB=cu@9E;*epk-q zz_Zg?@=fg3n&i&Nmr3`5i%i{jxz;+u7q>WFz#kAud86Mm@E4aEY@6@uVLehKA4T`C z$ybI$jTsSxbnQDkMiy@5om}d-NI(CTvQ@;ij5m$TjSUG_e(0El*K7HK6J7suua%!1Q$tu4&db^1H39T=7u8u9=6|Xh&U&8P(WChs!}C%qPv);DIc>eF zwf-7Avl`QLZwB4}sIslCa&KD9C_;H{(EH9F`Cv3YsF}>gSbjYrqOTFxr0_6wJpUCY z1rWs}DpV<9b47%gQ;FfwM2RbgR=)533kL~Z7`QQJnQ@Nm*b|3hjQ( zXVZAyAW|$dMV%z?{Uo=SyQbYn*-$bdY*{f4q2QTEs zJ`5M3%>rGd!ucpU>*_@V)lfDcCI}v~{BxoZ9yM~V%w-o*V5_7OKFdxSbOJZ$;}YzJ zht2a;3%vRht`BdW+n78Txk1_oOdf1odppuYKht%>F!3Tt-i3vV1_beMtbNw0U5etUN=}=V^qg zt|sX39VMwA(0IdxBjR-9g5Mzu%SOnCPp1$jtR7QjS%?NZ6DJxV5CvQKt>@v7qr~5t zFxO@M%5fgd*`KP%Y+qEmvmCYF6D^>q7XFE$xoS+sr~8hKjNE^-ZFla%k*bg;VwYCb zky2WzDVoVj#>!!Y-)n51x6K&q$O)mAE%8ZQOa>Gjea;wT{ijdw>f%?fg#2$E2 zPWLDba~57!3&aAyEI_q|Ua`|kXBzy#>gws3Y~PP4gQ?lRGP%aUW0j+^F}sVKpmKS~ z9V`C09M>m48RR5GgNL$-k42IViu%$e-Xeg)(oO(?F1(>gT5TvY@pmcSG-i8K8sH64 ztARBU;OBr836qp(God`};Y?Dc-l^A)0mMbj`qjg!x*!764~tp2h?viR0|<~!G9^>kyBHQ z-RXhVmYW>-apjO9P7l9*D0>WS$brxY{@NhT%sJL>zwWcYCc-hgR6f6jOE=gD5!;F^ z--DO~5G@FrPIHrNoAL}1n;>{-u0jh`W6AZ{NndGo1KH#txX8i4V11A#H_L`Dq5$Zs zQ8{74MFOHu24Wxo6KUw8sO(mu!@3q};)rznz{e1X4uSc(@HwLKcb4#M*85hiT-+#b zhn(e%UbDgb?NhK9Wk5=he!!726djJoKggxbs0w?K!}MbK@PCeel$U{ZsB%I&(CrQ4AnA?OJSd|6=+z{ zsvD<`Qk|L-?@gp-i!n&?IU>dGt>s6@RW6Evs2i~B!Vi{5j>dxqWaqoq3#@pVHI%03 zD2KH-4ZdSgsV{%}4jI!dl=$TrC5kyFp2qqQ)(Ei?2{KDmhAV>M8Uh$^MRF^m$cP}a zyuPP?98&awO-iM>q29Y9^hgvOVB#_=MAIUx8cReJx>D7X8Vl`ypLs8K-xlO*5fzBq z5kf25GOfN7K!(Q;?vt*oh6KBrf~Hvm#Mn4kP*ZzMY8qT7eXqaL;o`W1yF7c&q1Pen zcbF_L=P2>bVX|nt2^m|LO%75b&KLJcg$3rx4AUApL#{k2Rs)|qDd>f`1tT1yfFH{y z=m;!|-p7bdO^%~h;>ZrYHUd2aVRw)l@a*X!zb!1Jb@%uRl)S@q`56fYVu%+ZqbAwL zJf&4I9D42k{geVo|M(Fo&6}|K!QNXA+M5lktQSu1g`m89V@!h7ubyL)1tn0&{S9VN zZ#}06ay?K7CWIp1kXj)8vi16}4w$oje#>l`3qNX^nzpIveFc@T=MDw`LjJ6p>{FZ~ z*{vT?30kqs<*_F^t@3%iVMFe@q*$r5BNkC>C;^!k|DO>6?^xqTu1F#lR#rwdKt%=p zz^D;CWRPNb0~>oaM3Q32)(vft@v~_;!Oiu-hPy*zErd4WcP*pwuXvkUWPZ13hUG%& zh6gk|B(6hWJ5#s*es!c$b#_ybw|u!_Pr8 z;%qXEwA9Sjg@YgW**_~?$XMx4`ST|#DqcoPF>JgZ^@YgtY^w8r_QD)>CnF>Ar2W>d z?@6;@=^qx77-+tB3ZOAW5*8S_l%M8BVbhr7pcnh&P85(~{v2lJ=P`~6W}V)4aG1S_G=YF$S(KF^D9g73xxZzxe=NP%P|iK{%Y<{N&Ki zVcFaCJlLjTtJ=uhUou)PG^)Asf(c-ej{fY5_({}=0kzQ5Kg+%EVnTK9(oo}=CXu(= z9e;rK9XuJHIg@wMV|y5Ncm=E3kUT)CV1(|h*k3Uy^j=~5imQAQkJ)MV2(5uZLKJ$x zl~ig1>K$pq*b>SxJCfr*Qvq!)n~qr}193~#_P>@XBaQG~j}TUTL%;K^PzV4+Lb<-3 zHD`dg)Es;hSP@UnXd3^X83dJ>n-9{mQ*Wy&cxHmt76m5TFcs?&vX6*jQ^q8Y{!|sp$ZX{Ab znqO~a2ABP(Sc`%U%m8F)^fa1p67;qHeGW|$hOm^_JysuCjS8|1vk8K#2?nf4&3XYW z>DTcxGT2U@noVscHuZ&Sk7`E#QZ_|l50~qHTc$xHJE`qlPxoN8c-XBb(;5IdjVn=s zGX~LBVRcHM_@P`01xlLtH~NZn23Zgpe%DwA%dj8^o&Jv(5oF2H+z<6H4x_loaz?5M zZZ5sz0CX6vdgncyDl-ulj<2^*z5*!~M3P`l#5WlOPsyGQ%+H!x+~TmdEYm6DX6*P^ z=*7sPu(Kld^%g3N$f1@~vfcyP3gLoA09&=Qk)?_sd$7LE8M5&HJRUP@UM}>NaICF2 zd>)6v6PKx#qF>qyw-nI(J98mT9}BIkBd)ZhC#21>A2Nhh>(!1m2ASocxAMjUlNjU8 z69>24bbvSJolqJhwj`)> z>e?!(Rr;91x2rgwQ9He~ytxlwW*EOAmv#TOl5Q~C^~AMRfqJ^;1r>q)$j!D!Q{tSV zLkbS^`1Q80@H z)oRLe=14W{0apmuOxc8OWo7aT(Z~eK!P8q|{0E~@yaQ@s~Vufh`?C&uJd!npe7Zt-}XFq zFq}=jRm?-vZk6~b7ZmsB%)+EZ1R%9Ulv1`C&CX5@;F9TQrLyB-_&r>?fB zmKZ3UDWU)}H9l4VFa`4%TUO=3Ck5^nE)*=owS~dff85FBOi?;`6{Zh<(4D$Z@ssdXbAHSmUw5|vV@ab*wn(MxrKPQBmdweHDG4??= z)9S6QkT78||G;BkxxrCUmtz0)kMt}}9^Dfz7{gHZ;ZtB-oP?Q{!LR&m?}uI1DFFZ; zq8B1@Ysdu=wu7XP_mp)B2FU7oG)}^gVuc+o&>S1f#Tma9TIja8a^O4S9lCrvBNVBP zGrhkkko3KI34|y7!#egkjz&gGIMXqC!*)yrr&a9d9g?ApDG3fA1{lArF5#Q3_#TA^ z1qBt-vkhf!*Jkl7*jpB}Rf;6S3(2Rg?fbCz5F|$C)A!q`240%!qqP~+{g&5hnHkLY zb8YHCQE2Bs8R>S_P5*8m>*jxb>sEj#Meykp4+E<4-Az)NrXy+an#FTLB|1|0hZ`y4 z)Xl3T_c#*eGfikn_!E5(+oL&*XsNpTsE!075%{F@?Yu9?h>qbK*1B=r&m6U&q=cE@ zz11ZtJT%G=OSwKzalX`XzRQIUx5;BD+Aau40|0#zN*@Z)6 z659(xNezm_OqxT?PV0k5x1fkct_fnr$8fFusx6>DEnt3(WA!>r{Qfb?F93aNP8&fC zP+V;xFWv}9;7Bm?0|kU9EjV-NS2_kLt_BH4N?p~t*UOa>LBm#I=EO7(u99=2iYFiXZ9d?!fLh* zG#B2SwHos!Kv_>{MimbSN1;JEbr=R{Arv6=`5sIBj%Cami*D0es*>*cY1uAr@ZX7O0tzc)&4a zKReh5uv0^4)%tch;rL-GJA+JdYv3p1?n#WJ!Xg`WvpQK#dDw*3SUUgoI-K6voDYhU z=3zujMg?QBOYGXJs*gM17pFn`xg@qTSXFb;jhj7%*;IJgzG(UGFSC-~7idaBlTFlR z7{_ejhcuJgi~4)mxJ+#Yih>-8^zru#=$|PVjbP%%;UOS!I1z?{_08kC)Es+Sn#}Lr z+(_x}@rl40q%?f^%IybtxxhNJ@SNF|wGI?}Ee_NUIn1R8)q2JCVmapX_ zL-d6;_$XCfm_cmhZPYWDs?AvV`#h3a`a+M_3b|gq?>8W3@}EEq9}yWNDFKdEa~y3s*}xhEs@3;9!0#G6aDppBI_lQbbhM|tVS4! z9ByM@tZ73H(>@F*5l=#;(a20DmJlcR0M+n=drtw)=b!g0TZT{U9ebU-Ep2$Yz<{6;MU20Nt08&CrvfI|7Bwy!%dju9=jcUkN@ zFPFCOJPYh(RRKTqCdNc-g-I=Q^V!_H<_g-2+sYR2-ItJ9)DtU$z4)4=O(G7CA?6Z$ z8RtI!)6HT7lkiex^Aaq|UE)y7n5j?Jt9ons?ACgkkr`TS<4J5QT2{LW>EeA zn@x@v>xWaABG>R>jGtQ9o>76FvFP&K_X>`V=OFIg?PM8rM)ennTCL}p0a}JgF8%)` z$MUi^y@jgXz*Rb)6i>(dygrLY-uo|&2&nGyawuy*ds>$5{VfQQ)`QC$$XM1UaDzpG z+~3wO5wF0lsRrd2+ZIh64}nBcqNx_ENC6*LLJb8(rukv&t+m=J7=Gb%N|clySYJ9l zLWKRX5`FxDQJTV6ZE0{`F!bQL#X47vWNtRA#{V%#=xR*pb;FNP6n?=&?q}gs(M2*U z^J=$iM&Z>|K%L&{!!P{{D`*aAOL&SPcyfXOXFbpBU=LV~|%STXFgdh-k@sK@!jRz0vl06athx)Fw|B~y&_OhQGvVVv;( zk_YKbIGdEr9RIwN&dc)Ef!rm^REuK7aAeAj1f1~E62@l=3^Rp^YD z?mrxF<{L}L`*%b)UlmUO8~$wa94WM zfuTKL!op1cgvXQ&5IM(Bx3dg;ttZD1ok7>B=S+U)o!rcQ6Vq8fDx^z5&^6TgcR z$(R~ivQZD+ni+{dXn)9T{5wNrZ= z8*FI9!30g%KfF~6-{FT!qdxv>aA1i{LpCG|9bug0BlXY;)D4N$rAZ@CFh2P8aT^mZ ziWZ?KzJ~R;D4U7n($oxR=0a2F3;RrwA(I~k#8=9Wz=+w7J!SWi5^8$_n+Sb>w6b_9 z{ll{_M;y1S1Tj;xOzUo6J@j=OzdpurgA-9bfi5hoZ1cpf%8RwcQgikf-FC50MK72V z-_@PfprZX3QSgJ$Xwh0X_e$D_ULC^E6u;O&H=h4?s;!Tvd}Sw{qmoI>aXD2#t}{nGWu$%(+CxO6m5}V3=e^AOHDnJ~QueXY!2zkmS*L@xNVg&7K8VGT zP^?z24appC0>@MzZVk>^=B3 z*51=P&_1(Q7Lx+XPXtyt+2Ys+9A&k%?QfoCuM z?csqUT++$;V!z+bVE44)ti)|fM9D}-zK00z4w5RaZYQd9tLbI$(f}0$eXZxqC4HZY zStsaA=|W5+%AnwK_VMNo@2#)K#2gGl9y>}WD;G2QGL8M#Elao*9E?39^5u8J&URt1 z&Mh{J1$>}z*xFybSXv)?T0iv2g)d3xTMO1!b%|}X7ylODzg%q#pVSlg62ayGks@Ni zpCgV}qp?Qwq`t$u`+2ojr(HRvqxyPu5-h<`Lbk52ptlTg0@T{LViHdpjNW z#1|<2?LJY$!-uJyhm`K>t6)@R$>EL73aRH>`qCK11mFZBKmqPrdK;-1D8f2E`|Iln zBUU*d)v-tEl!m>I*UjOck0H2*fZFq&mZ%H4V#W~;g+;g&N%?rHr61`KT}Cxo632pc zBW^Qo$LAO@@UfzXA?n{T0BJvpJkl8BaoQ}$1nYY>bg{KogL|-PPa*b*dK@%Hrj-bt@ju_RoMUowuUcaM|Soki@w>|^Y{e>}|+ zR5{LyUzSY4lAr52eGpU+B5z|UHOYaIG`7OBGOO2@=UA|KHP-jZIK`Ao*7K|z4o6a} z!~1?u_tw7s8n?fxsHmu*!06LlzdrQ#75R55wSsg_!!LrNqETIEnCj#iHXEC|0s;`& zrskTR4grFgBZv}w;Tj&$d2E`7$-nX#1WI;9742eb3f^(NyPtI4)YDwrwtX>wt;}BC z$=}9?RH}dRNhvpSG_&>5{^HLB?|=R7#%66YB{w%Eoy}w)Te4bPvUs}I+#YV2T`PUs zMoMbJo=~pVJSSbPabU%1!V4Pf)6t*oY&EK^vBU&IY1vY)D*cPHihko8i(Z-_d;r!x zB-@IGF_!-d7P91P%G`%xiVSRZDl7)gW?4pQ`ILJCu1gLp$_nUN_)twa`|Ko);N69b ziwZ$|GgFBvA1){|wy0}U=%_5R;{C{9mJ5AcT#hSVDSID;-IyWg_ig(Zl@&b#(1#1O zDkCnPccZPFi10#08=2eo7SC!?;2L=zKd1#GCfl&#&GXXQi|3Xm%NdNn-H_IkE`-Fqsa;O!#i>`QND_Z2PuI<-+M zH|6wNy(t|O7l%nDQqh(!JDO;ywZo&ay1c-DcDH+|vqDT?$k*LcYw<$0JCRN`TBfR>wt)I?2K~vG<{`86-ULFiJ)K#GF(zC0;^WBi4>v(cCD9x#^p(0= z0xWV_S;3y8TILmJKU-x$5hq(KNsX_E#f<9yUWRDU%|egfOg za&MZ14?R(4Elohk&t1bX29$y2=576x!^MVUhm<4QKZ6=DFz9Cy>+ix`uHDW4;*9FE zHt&%*It5UBgN$fz@Hk_{mHUM44%~s1Xzw{)Hy@DI4B{IZn3+N3Y_chzu<+{}A!Bbk z=i7s&R*HSoMu;Jd(2MmJSlsT35ew^u$nN85*mE+ZtAn=tSI6}5kGf$9t9Ffqau0qu~rls-jG{Z2tombZ(N$XPkDI0?i z5unzqaKO!pXA^WzD1!ue8Fz-wm@|&lis^9Gf2CnrF`0ACWX&pXox7W88ER2;T>f+W z0y(Z*$BUp-P{jYSh(Dn&AA!sSE8$exlM#k5{q=ULJbIkN$V%meLSrqfDT_#TFud}iUVFIYxQ#0K)O@G z&2U^8j7UzY>7D_HG>RaQS`P)#X(T3efEzU<0SZ(kr_V-O zHn)e1ws)JaO1=$JAvgF3h(W*~D5A@yl zUw)NMbo=!_LA-}8HPj~MU_za%?a@I;GZDE_uczV*0aez)!EVtByE_NiD!k%G53McdiUGZT(-t>#eWS%n4SlijfJ5ALqR ztgq@^19kBEx~;KYlLX&%ZR3Yco6iE$3HBWoCU!s23!@w#hqu6O`z1CyN^^Ms(Yzjl z@ZYe~-M%;5LNQ~?XO1$45$%KKf#W~Sf{hVZkzH7s*HdQwCPElv4na!qDNt*e$I4!1oOJ215rdsBn!wnPW^{|`E3*<(Ap|)*#fZcAZZ$2dQQZWtLlX_w z;D6hERk}_8u49>W+}dozK zCz#&@&azLvrO~0))EezpTAX(kGe>W(rj@F+>ZlRaij*-$x~+U?tW8HBp^kMi+&BaC zIDP{YyF_R14}sd0Ye|#D;S}Tl5a7r(e>ogP?ZYT2toZnR)0#YTRh5<9nTg1{)7a(h zUHz~TCwwAB=_9`{geyCX;BO{t8tv6 z=qe`wZ=JBjJP}0+BCa-G3Xy9yY3xj zKl{IKy?=!VKo~W+4LI_G5fP9}{uUk`VyFW92%RDP(48KS8(+s?pT^&k|CP}cS?_}r zKAKc?IQ;W@Zqz^(;m&gg08cXbc(A4E0c}mwm4r}Ox=*%$|JO*a{Sh&Cppo;9&vfPM zaQrnm_6cC@1hTri$b(=u6)%U_{EAvu6(8xlc}5I%r%G3ue-Qi72w*VP^$uFs-3Ae9 z8f<_?+Wr@Xr89hpFgJ_4z3t;uFri8d&OfnyO8C%u4)&tlc(#?QAj%3&zQo{XSeSb` zxw=YCHe(pSGNY7i7fyMVe|5D-t*-A8g1;NryZDk8lxQ1@KG5w&^UD_?dOJIF0N%H) zYqRxk056y>e#U!YLRxx82$Xy;;D zq20pHTC^CjaGER8A9O_XK=?%sxY=oNq5u_+Hr+#is&R0BoZ8u(9$iH_e!unX3CvOU z@VJ?Ys1i5Qd3yzA+N6K%rM>O?!n`NEg0s8aN!Qo+w_IP7lT93-!U{-Ghlz;;!Tk{h zMOM*1{R^hrI{$|cfWg5`{IU-h7Z>2L-sQhRL7liC!++AW6~q5_cF^RwlXqj%B}t$Y zyu_4RH+tQ8B`Yhru+A4tWRU^Y_qIEX+;d6sWV~kJL>k?`{kQq=r(&Vt0hWr%SmoE0 zM(9>B!Bd0#F%}cFh4IqsHZkgr?vWe$n=GB>Xepbg7z?^A>Ca()`-`}k=}y*~PM07F z{^wP&5vjC3tM4?_H$&vr)byC)K*v)B{i(%89IStP1JfTrXoRC>kinPuscub+4F=aM zDv$wG5&_-^16x}rz-GRhtb3C-33>ycdpzp|e&NA%4Rm>rr59abR;l=lit!p?TPxa{ z=QEsZ%RS0eEe6Lhb)!4}f|XILC3$W^BK9tReqsL$>U} zsk3lg1fI01DP}DzCrQgt|M$e(nQ&qjeG&WVTCR0k@X)`@Ks#jo(zVs&d~=9k8cE3& z21Vwxe^q7W$>E{3r6obhQZT6a`u}SIgc5Rd?b*}8P8(A#+@SpDU!Gui_~ZmSvQQbb zc+#z8(zj$v{SUi-_}6Z-hKYogJ?l|S-LI8FH|e>|K|QsM<Iy>QPx3LB|tFo7Pv8kDo!+Dp4)Y z@!lqsZQ3rOa-Hm-JyHOE=tD!l=H^moX5`6zbEHu}YJyQ%KSEfaM*%c?0~-6p@PiZ| ztpSt$NCm|h<7H*n|32x*sSVzu5?Vn)U1%V4)K%N!6o|860$FcP053SB+dM8`9y?!k zgqz&Yjew@xRjYLG#;2 z-#E`VSBI^BC^*y`k`FVTRi$1%a9(TA(pzh5i@}a<46E;NPhY%t&0E_?Lj!cX3;`g7 z2+@_xQ|D#%ej#MlmaYx%|Hc$?`<-k7!`W~uOXtHuxxV{GFzD>Q0h}7wzVQRgo`*ku z!Io-p2FQUB_u*k3ZS8_dT433A$yT<6Jvad{QwRKdl%)A7hyip&jNio&B2{HR53#6# zGV#YgravQ!%(q*XphD59=W8H~Eq6^VyApP&r=POSVrM5DAhcp3bSQ6SQ3!tB|2&YQ zB)E7W*2jHcE=STi-g_OfMb&&WdAQo|eA;F?ZQjk1p)BAZhw4(`S#de z9s9Rw+YN;;^>^L_i1U*ng#dcQQ`R3^9>(2VJ^4Stj#790qKq_@YTN#)UgQ1o?`nHC z<1pt4UA<=1G2XN;71t`}vs+?gG%EmYl_f51#v8-Y@!u66ES4TdNqZ(Rz6N%WyRG>& zQbxNIzx^Er1qFP{TyVPrQ}fJiXTQPlJ>_{VZBlRP*JO%$1p{w=N7(!ib93tV0^aj0 z^Ybd7v)Ht~<~I2LCY#N2g4~JME8gGsV@kQ)!af-kQ01_Q52p|O3Hp}*{XD^t zfUL@TC`MmZ#Uc}Ugn{LlvPnw$l)(#?r6_oK$PZ9~pGY^=Os%m2dBeJO6AlS4MX5y> z>4m{c<1%>Y0>FSf`n~h2(T*EW154U#bXb?t+fsVFe3mPvs(-PvB9dnB(`HJ!(B4wV z&)xOn)>~0We4v83D4hdwXIqVBG^ekZIQ-d#$}F$t4r=oMjwWzl#~S>Hedqgn>#J1V zrvJ2whww2^8B;oX^K2J++7c!_)CllXP91VTj>nYZ$8+ACbA}QC=8366Mh{h@N0#KB zjAmsylT!;LO`G0-*9~G{+92H-*ux+au&n}<<20p$eVwe)*!J3;N*!OPp4PSw1-#SL zzD4G?Jw*xm&cK}O*7DCki}A+~g8KSkxJ)ly=EJmPSFOLW?fC_pQBw&ciE4uX8%oST z@Z#y|TjNL1-#QtG3u84IQyh2&p3D^#M#0$@Tlfw8!(leArT%X*ATo zw|57RY}CGe$H}cuyECadGarf~0=zXG9i_H%V*ZLh!`xdI6=rS(=37X&n)hG*4hdn8 zl;mwr{{G)dO}oY3Y})^F?*4Q>KoA1qXE|LYc>gc)@%A)Uf;?Zjq^jz){dRSFYaXQE zRch7kfE6M#g9^&Dj^gkOb;T5n5?rEcyusDt&1h_)IEs_dTz`UZkM_Yk$kXBJu{!r% z5U38-p%EP|_~sSY|L80&Ew8WdZ23^t^5HZJ28X6K;D5tw>WztF)ad*A0(M?;6GpFs zDpsA($M(|v+h(SwKQ(KN`XX@9gznbC$MJf;o>R)?wq5*XiI5_bPbtRB2p2FpzuUAT zsy54ea@dTuYO-0?;`9{0F-y!|Nl5v1o1SJ7Bjn-(R`I<2Q_e5EJ#2= zw}De1q+b!rF%F1vlvUy=5-wmf#Kwf%BD=kF;3bMi{n=7pMn24buxVq)05}xoKd*X= zR1c~Hq=KS-WW!GLyOH(ERhEQglwi$2fGsK8;t*9sS*pA8Y`ki~dX)@Ifk-qy@M9bf zaxzw!Z+`WJOq$sGg-}{S@HYXVF^(2Mp7-04t z2!ln{Q(kj-{9PN;cr=Bf!=GkZaS^P=JSrM~%|(*chx|M@I*A zB)@_ve6;m?nC&$$>J@bu`o{;JK=i3j*AT-`@ig8A(n;_=;xiT-xRGh`hL2AAjg*$u z(;ADyVzfjlpK*5o@p`PTPfx&A&&={k{?2`v?)UxX&3a?Wv*xlRiT9V_~dN$^<2($~GaRuW$Hu2lvtjJ^~tu(yW zW`j>2swnyjr05fzO#AjAEOZ5R;L>|4c)(JfXypq{0J{6us35;aDmBU-J=IEX_MF7avdHv*Ym<2&Hfxd^91qUnNB&6z;%m%*NN^$Kg#=mx&NsG_7{U0Sy2@!)$v|@Hq6kS;fS6=s6us?Bp8LF+I{YW1o7duc` zjwoBj0mvjI72uVzv}KN(iOM*UV|K17!OKnt!2#|$jSC58EPp3KQH9Zz2m~}TXtJb; zRkiob(n{_zlITH$sHw(Q<>S6UmsLHrPt%oWJ6QYr9E|!{8eWigwejiJQ)Utg21qeg zG~bvR*n(1sBt881^S&jAYw?k{&^`8M8~?Li$6 zI5;?nb^f(`#ehB)+VDVh?fSBpX{Fmb#ySL#t3cdHaMqk>@tK-4mdIpFZ_Dl`M4Eql z>~~qAE-PDXW_SL*wwdWJJ@KnisN{mc}UrV7kElpXtW$gn> zXu{}e8$z2AX;-W-0-$_$KGiNOAfrNMfbcbPZ6YuEzX#062$=xLamQs)H#{`IVfS5JTzn6`0IlZmLQD67 zm&)P!n(+Z);&=Nenj|D479R@fh%oO3r`{S@eA&RMn} z)1z51jGO7@qhLaq{qa8|M>;(V@^wNS?Wa!T2^d#+xvuif&dv25q)M#-Zv+m4tWt|y zzVfHuCHqtDPQ%z)dc~iA1gC`Hfr4-rmT@bq16VK`R_i|bS)9!B6CrquFy5b8^k@Hl z_>b&wH<*3{S_(f~g3Rv2s?H8D680ukRx?22-24Sk*JbixwtSrbRG@q|qaflFtt{Dh zDVF;yed!mWMT0q{+^W~T%Z;AH)EAn7Dns_>F-7|&j7Hgi!(jW-`$jE=?QJcu8`o+^ zRpHiN)*O%+vA@yq5`(Jb+90?d3oEXo)ln0mI5J0f!CJf@sd_D7VO~^J)c3h$Fv|01 zgWJv6SXxDeP|QO92vl#I(p6XJ30;CMn*BGBf`u%#w747$W4XWIP$3^mDciy+cmy+C zYioOA5LXocKi4TiR!n6NEI#0x`{F#xH78Lxd3`un1%8Y-0S(ZY(@GIMtf*73((~E> zk&26hLsedh{c)2t=wgK8?+;~}3(((Pe=_?Xk91cEIt}4lFI9t#M|L*C#-hRbS<1?g zK+gM4C=7R43ljJLZ7U0uWYI)GntTzsmVav3f1LiMB>enYKk;<~?agg`sm{+AMf21E z19?fHV;41<+>K@L>bu`mBx+P)1(Uct1&l&G`1U8NDPr@1 z3>krwSEFd;T=D-6aYC>Pb&2fn+M@(2xwn?)9uTp()Nl+64Ma+igNW1DH+%Kq;K1v& zou?Vx#*$F-sWdkk$aJ-D#|Dp^- z_z4wVu|*vnFKKsBHpud{bzb6relrH2epF;aL7ZFQp{%l;@;fevyrrpRMKY5 zVVP+a{o=G8JKW3#J@5kU?*Xh{*aroB4mc5%|rAgN3+Nixu17 zT2EUJE5WD=mNL|5gd{<) z59}OAJFmIzkEl@vBd>5T3wpJ5K|x(b6W{5=NJD8yS#Yr>RSH5%LUlVl4MZ`j1Kl8T ztFyDF6rp2eR3ip9=px8h$@=_U#Hz>!Pt2A^#zszKcXz$#C~aKpE-7s;zCG9T^Mk#z zm%r{u6l>l^NwwoA(9;L}*cH%i-9g@4E2R@q1>S!0gk}#F%D|6bHa-jS84qz#*k-x> zo1ps{@?*8z8r^_f>+C)hoJ-|t)@+RjP?xf(_@vYwNCG z9@-x%t@l%z&mf^dk2BA=SdOJ{ngQbN9-O#3!0TTf`@ZIm8smZfbVw0_0MYZ=L54CV zFwVX-q_#9u_4+dBu1n#KB7hMuIQX4{IC5dO>ABH%Hv6>uf@^3$>+gu-g5U^qs{7)X z91NSB3@cgNAOE(wrn$%8?f{6?z@Ci@T*_x1iUVj9)j3`_I|$<|ViNgrF3-{S=qgJM z>2<=Mtbbj`U>St?TfRBplSGbYnQ*vG)F)sM{&e=$==ho7ea{D_qdi?eF8H5IVujoa zh)x@^6G$!3N>gu_++JyQ|DYXOFo3}@)t;$5X>{oSQT--eW7NLcCF z-1$C7-dQ_^Nf#b=VR$!7{V-i*A?2bSweUFhXVu&xuMjoX+x7EG!-J=q0{pTVcwte1orGwGFFESn-@IPrX$vk-9~(iIQKrXYw9e1yX9$(p&iaR zNetKyDDHJD^8u5SPM|go08HHV;&w?Bkjw>w8H>S0n$)BubQN$zAIs(kD;Ary9I^!vWI2tZFy_x_;&Bdf4ez$IuorF`v})Yt>X~(RX>dMUrt9^2Kc-7srp8 zAtReGrzNNIHHQWbKX+(Wf21cw>cV+_|0)8Y{bvO7CEB~bg3%!=Dyq~kPJ>yXy)~XI z?7TAq?!v_Ut|K{uI!mVDHVpoU>&fzO*Gu5O?b1+JKUu6loX8iiWt7gj1ea}u@7Gqh zQ)XsnS6(748by=WbpGryP;|j^rbJ~8)GY!BJUcy|;I$UaHq3T{=V3xZf&nYOZ_Wnf z1`^D$WUQopEuodWT=R+n+kRAW;5L~g`vG&(p#rlAZeVzrNm+BdT!g#?ZhNWTC8$Xc z4)eSvdRHe{YKBEEUs6#KWoD)Tc?X8_F;&2${CAc6_|VY7)Q{m9V*WSN$z^ZiE>#fx z9gaoAh#T2w1hUtU2z2B2o-iK|@7lVX2Ms`Dl@tNB@F&S-vVpc{##cF8w;4C;*?%Q3 z<67ePwR!NCA)TN`bU8hHoivnxSkBof*`=Si~2Mvt(G^ zl}}5kHj^u6)toNe|9L6GWOt}Lu(K0ua&NNGd?YPj@>{{?wP$$AL+2)HXkeIkN0~2z zRlSXg*Uga!Sou(%MnPkW1^E3C55*KQ}Jhq#(ZJj5yg0*$PL>im0GhXIHclMe`S_bf{+wB)vmg_)Lx)j|etnA5 zogCN7A3t?Ow>+*%jpXn^pLUGNFu0ucH*K$WlkCpaFG)R#qBw_F zTVS)S>iIpXUsCSuzP`z{lRY3fZMS>2$jrl;%B**o6A`3UbDoy!kvf;x=lv91fw@ZN ztb7gJ{@&{AHZ_jK?MkDVa4=|-4b^H7AHK3wb@|O!cOJ8r$lN#e;_a8eQusd&&&qeL zJmbP3E7q+wWhuF6v7u}*$X6uFa&0wFqhI`c-L;S7%zhqE4+t<y)$7Gp81MK-GrCLqQ2B9M0W)s9bvcF?EFMf!OcWIrE&LqwcYAvBa!pOm z=FOX1v};vZ8@MQjg`B#ti9ub&+@vEmLRn4sj?>43@5akkJePtH#JEiKGkLkrn0=nc=} zwQ5RWn5G1`<+HCP{+c9LD#>|Wq%jGP0UXPr-=_{|J6V6*F9-ZkjHOOovd^?^S=e&Gyn^v00ODlA< zC0UpY;k_C9vszaq*c?}>oH-NG^tgUOM3X;EF{|zJo>QDT9b;daIjQEB++!Q7QjXlJ zHWRk!a^sTUBOq{6Sy?1p*!^Z)$C!zBVM@K+v4MdBlUy+#9{CO+M?D6&u$F+Y8KSIil*d4c$KY=mX=BOX<>H$C3mTk zisIIUdT~U22HAbzZEKh{lq!r%Ux{Aot9<3ph`#kIB%R^@0I5vtlWhrd0TWlUKNi?D zNQR7O<<`cWw+Fv=UA1e=q%U!d{qkv7m4y&pNyjUtUs^A-N>pf7BSp8O z^}y_dlHKCDt{DwAL7N*TXJ{N^bZv&)vuvuoYuJeeNs2NoUFD{rP}^pB zt+T+UyD34gF?_%2+lSJq{_fho9+<3R50IP$SZh6a7$q=T8sHHd?Jm1E`(v!5fF5wl zddH*RziM&ua*e<%xsC$MbNRo%>4nvsG}K@GsW{mb74_pab21l=S1s(c& zdRC&5YpJ(Yo9mdZ0e*a=6Y$DPK_Ru5dB0pvi;-~DK~?@bKZC5vo6!4-ze(Q%9#{`+8gpBc)NK|;%vl(=0+F5wjs$v*FYEjkn zx}yo7r`O9EiMF{lC#WRvkG!3eKI`UL(L`x@;n!QTtFdlhLjlOKtpp$_Sit zxyOsfx7tYP*^hUMm}}VH-X0;9{qQ&{s~?4z`oUUHOf^ak4GgeKIG>_jlicirF*ZJp zqE6rRq-l@e-IhWz(Il|pPGGwg7w7Pz%`M6rp=ha>C+)ZR?`uDo5qlgR5cvD(cfg}N z*OZ3t4!hJZ2o7&KrJ7KawxFRr*S7a%?6qGm@Wl=f4{Pf?Xi7^<3pa+|Hq|*{FE78P zq_b~kUEDn*VXZsw$fY-V#^vR4Z5bl_eOSGNeST_glI&L$>+c-sdaUYx9#hGGppWL5973yik%4fXj)Q-w+Y zKB7m&D~Fxd+zjW(6V8vHB|AZRHPb9M!s2qt(ps9BOC?Kj_ZZg8^M_qqzP>-E_Q=%W zU4yU!^Dh#=fg4F`c20s)RC^j82Q{(&ZAFE{HUOKSobNLigI@M6&u56 z&&@xb_w~ZB&#C&3;Znp z3VSMlzDY&BU{|}A^xkW~>ETzes?^ldMSevDo?l3u{ZbR;yqAmkWcf|*r=;hWZJ7Z0 zZr_TAfOQ{nuTKU;xBIA|jLh*1^!yR2AD5tIlGFc;AYv9+hXanQon6NMydY`Pe49_A$+@%-=uDV}rESs>S`N3@d1) zwn@3W4ZaD-cOpeBTTxbZ$IJSIYH)%mYmgPD&cEsiJ)drp<7jBV-CXMOBW}OCfoFNT zna$x^%Ugf%505jiwv_LOj_dZLNe-OgHP8!=FFeT!e#me0UT+%q7|fo6E`@A}d!aIQ zd-ajUj|GiS&L|BG7=+caOX{lzH=BNvEPD_V@-fHQ;+XO8LWsoaJIeC|V-s)w{=0tU zEPf<3eZwNVfuY!I7X_IpHZs|ESQkL`;yrLcJFRr}k*IX7=H-neoW5~}?qZ=)=arT7 zBX7^271S{3otpD}#&2_F$wA*iy!03~ao2l}GK^b(W=d-jM@12L%ts;c2Zm<}7(RD{ zWO(8AZH%8&LKSimX26b%B^ii-5$PL9eN9E`d;Qyua>K7m_F|V=^(A)N?cX0{!{lae zVq#Ze^5@q#$VHM2jPWBuwZI;MV-Y&{944@Y31DB~3VzKY@^->?kX81p_^IU@kJI@! z-SG~iX*6sS&1u>lX9a_e4ww!-8X8FIFLNS(u*Zh**Q?wLaf2~`^78l3HGpFm?k^%! z(3O+vQQkg&wdyY4AxEqBw_AU2b`P_bf$fgjBX8p>5M|wwRk1VMDn^K7;g2~M6^hi= zd3)j9@OqPy&Mr{s2ep5%5fo;^uUN_pthQF{EEJ8*K)H*PZj*GI#f`dD!T09?M}iM_ zkr_sJk9Q+0qC}H~0t{Xh$S~i!rn3tjjr*fdQT_ zCOjKFABsjX-->5)@!s>now||F@{kO}MhcOvJ2|{lAH*!EKpjNvZg5_cr7BZI*5V7;GrgxWD2`p@wCN z)@jcug?k5`Jk|;83FWg*JbBG>)iaPwvxaZHH?Vt>X6d<4li($Ha)l@#MYf&Ql3Z_X zQ@-6eO|vV3Zv9OQz87Z&Pwb-(170R7X&#;;te(?i`rt27&daN)+-)+GK*foYpfyu} zZ{7FJ+Ip&|Pdnp@HYXF#$HCdje$1nK-s{ccJ~zPV|7w#d8^2pT_q^NlJ@h-}QzcdD zCB*46<+#3XTN~iDX&2MR^_~x{BdmOE_egVs#f)H=-6t6v&`h`PQpa{r4w+20Y%R7e zsy;(noi~nfobuV$s-VhHzd@sZfAXNZF{8O+sIkhe-0Sz~RaiL=aW_dAC$$c$A5hf_ zc#wLSWy8qj!p}`zETvNEWFn0c5hppR!+0APj|#azOXHxtPvbn|_`KxxCp+;MFY=`r zWbdo@-8!geH%6L!wP7(;?%1mhR*BQh<))^l-IuCZLFj-MTmTfnhC5~K?X{Lh^5=&O z2zz6lB{LYSswfl4RUa$0{9-NpC)~VGMVIC7FmJ}?+logw3{6FgUG}~jV%$FFNPi#l z@xg5$GxsvA*VNKVdi2QbSD0s2|2Z-v3yajjrTn@9teJ?|+I4GIr`rHco8;I8jD;HOBsV7}C0Rt~;Fa!SX|0`dnukjb zY^HnP8NsEzvxP5hXop{X+vq?W`zBRX2v2$FRb^$#lUEzZT~Sk0Q~?RY=mX(OIlOHhw!@Ro8!3*RrwW6HNxMdcT*1v-(J`-P z*u#hX0~R=im$YN?b@fu(^*1@SX&gQ1n&T8p<-~$^p9Bf?tu>KK`GY$<336(<-6H&kP#-*_^dB zg{8FRu$Cr2uvo;1jnRhYJgv#u#1(@uur7y&>hxjU5yYzmrQG!N^ja3-Q@W{V58W`d zmR`#gbMVq*Hhf8w#*e=ds0CUbUOOIj<`dc%&1WPA_@3 zPx0{aAvjviGQ1DnBdF)C_=Wn(IiEU+2eQ{XwMv)E*$=x0`&t~n2-)VknvOk-29l&PA&nxcKQHr#MP7Jc(V(5i&AF zZT{a!x$4VGN4ze9S7>)U*hxJ3&!0cjHcj?dIgNdE_*_l*vzd5^SAXhoj$kPvL->Bl zspDTj_7k~wX64r$=}(X*os=Q+;Rb=y@|WL7)YR2s)+^hxWlK&LuSeP3U?j=}^?F00 zKlKFZEw?#+IsN^3ZlG_S634M$ST^I`<1-5a#b4ra5(C6d!iMAgkjS%67=Q-LWJEgS zpA$ahdCTjulH^G4w##CF{`tsiL5n~IW8(n?W@=V(jRBq?EubXyBhu+sz9-+*vuU0< z?#mnN;Jt2ob9?X4KbV>{0xrXSdZY!a)a4&jJN_R2v6r(z-2aLKTs!XYH^=Igu3G%o zS#rzl$Csx4CT~!%tlSjf)nz`XB0ZVl*w`#tla+r(SK)6KMg~Jk@~c7XA9U`T>y1e?AP>?@nXCEf6rn*!8QxJ0ILLBDn~AW z&5MG{0x;{w+9p(>{g*O-<0R1X>)vsA#2&oV7tEs`ue5d?CjZ}mxInVmqRT^)n9|$S z7(inC^Un{d`>xU~VzS&38MvGw4c0a`Ha0ZewOx`}IrDpE?2FyIcY}c@M&k$VQhvAR zWk=}D;k|Y_{XV1J22@A6f{!_N&9nI2uMB%Og zUD?;H_vKCIfxnN}f_9v2$fO}^*!Cc__=&KxMcF_uq+Xli6 zL%CA0{m3XbR@c`02`+!G3F_DRUD!ZMX=bn?HGaDuz}7|9T?l*GwMb#}cl0ME_F<1$ zs~fqi=Tr|BAq=ny|Ifkd&KShz!na@^DSMKwR}hDuY2oA{VhN| zUibR#&3th1(s>|MX7L>)WyXl@xTGT&HrtSBXun~bmB3-ZEY3)^gO(Dez|%H+R=w3* z60SJKje;V<#EWu#%Z)AT*R8jv>hav99%NtAiK4Q!Z4;I7o7Y@j$#2PSpd!$6bo_}e z{GJC47SZ=jD0|ppKfg3xn4RbaGm!a<`v!K`9pGCqB`9A?hm#_AsYE%Ws9@Iabu1xF zK){3qAT%s(xeCXIRxzWO=4rZN+4GZFq6OCW zuc!0O2+j&*5DLerz`z{b$G*Nkx*f-#BtlsdbNu=N8K`V|Xp|P{ zvw}v(#)yDmjZ9G~A?s)_cNpo^HZ&lLd>?L3CJuT3el{2e{5MQiMFXWFuu0kVru4k{ zc+MR=h-zV1P|CxHJvijE!3ax>PNN26YQ}Bu^|m#EJLT?fYcIRD3|4p-668UB$M#6kw+#J~W7?=;_iR6hCK9p(aa>9Mjy0&DAWucy=G&fVW3=3IS(O?7& zCQ*58Moof|;^apTVIF37^Kg{7!=43klQ&Gs&2wK80*X5?iVk4h;AQb>`1jn)VwJ`0 zKA%9&$j!~|hE*H|0#Wlai&z9V4}Zn8;h?l4o`ZO_3TUe77HxKMdtc>Gg_kbCSQ@1= zgoc}ThO%z(P$zMMA*to?jH9$Sa8m$+3(T7bdtP|?#aHJ@SbY#oZWaT67Mm4~aB7w0Ts&RFYfB=LoPKzJaxN?oh)(%Y%ifiZ3BnD@qW^-pqgzJn?_OJ88!@!G^cN9B0C zXKI^E-YK&mZ(HBCV*eWl=@r^;PisUb?andwFD`uQ#ml^l!(%O<=B;h>Gvnj-;-Ey? zBpVX~B*ookZS!9dwVq1y<*y&Id#9>%h$dQKbnJv|o^%$hgs$uhaWM{ib)DhutvO{e3ti?`fha2bj>7 ze}w&r+uc8@QKNS0(xqu$R0&c^RJZLCTdut3KCm@{+P(fBt1fV->|w@or3Zp9hV6f$ znb*iLAw5X->BEuV3+C{@1*1b^XS3S>kvhlhfyb4e>pOmay1P>`^oiUh!TqKUdO1e& z*ca_>?C!JIeThDz333PVPHgPQzfwn#O`*$fl6*C6|IQ|0o+BRBdxS4IN}Zj%vEkOz zS$`_Lf7Kd#HM~;;lg=@2-)oRoL@istq5~jT{PMYTyPMy$+|481C@wQI;U|q$;jW2u!rYIdDCOn1fs_X+citC=sTu@Kkq~G zC?46r2?f5GwZY?Dfk5R7Qwn1yg`|Lj}7PG_`Adr@eHPeFP3g*vqX z9+k`jL~T%E(PkTmY!7l8@nGG#CpvT(nMDZOc=Mgfd;B~USRWU`F6AzSHo9kdo%x~aocxF9L@#|XEZ4?WZxJv+gnteJe0gz5 z3aa|%D~k(#ulyHabc&bV@XWwaOKX?BTF7%Rky(sW`qE}B6dr-Rtg5Q2rgmN^oU>6+ zOY0}V9i1u%?E{40NSo&=zkalp{hG#d!#hd71D6o+7$FNY7@zXdiKj5jmR)zyHCKw< zs2uvV{uFCz+DRNb-ADY^mi5YOJ~Dq~);q;{K;A(i#8Nkp)o2|R{REqHj~v4*Sd-Wf zIo|dKK({F#PD0C}1K>@;C%X-Fe0qiVeBYQ{hAMI_?kx~`8t-${Mz+-9+SqE??Gw0b z5x7#7oJu+gV2Q>4o<{)vCBTlbx}{+8$og+tn(Yr5Ir+P8K`XV{;_M_=lJQ{%*;3UB zxA^XI@hstaW$#_Sa{JQ_QV16zwEBdm2hq{Wi=$k)-E?M_W|p?nDf#lPC#IygP|*V{ z>0CNqF+LN(E+yH}BE9-jNhiVm0~2_?cqp!#)t2jYGHo(jh4P6qSG$6dgu=~4YCfn)uIncn{%YIHp zDw}-KnyDrNIotrMCgw6%-`oCmJeu-3N@8qkJcO* z7blK!7GqO?2nMK$P)fqxdRR)**JCH3yZ^AF+wtt_Rx>Y^qh+76%zfz=V{aL|J=&1k*&1-{R2;-@1Xl{jq1o25gAPXP^O2|1wEKPpD_~Q33Z*D;F9<>)I_ygpu zPoGfov;!0&`>RI#JgfhXnlLNpwS3SnvFL`I8yHj7@z$O+*m~e}K|BJ&bQpez=sq|& zh_cwPzP!tM4v#*~A3W|uR(x zz<=py@<*V|6J-$;&|=3ial6mekRqo6W2pBMcnv5=8>A)L)gbB!9X`ASh8*0@^3`VL z19VL&gVi-O-h)mCgwxW0gwzHNcZ=*Lz$Cx;jcgLmpn-^e=HfDk+7kwVABgGvXY#(_ z*^DE@B3z$;c7i8@h_pa-a2o)WRb!#Yw;P%DA?y+_MB5$fW>-OVpgJciCPorVlaQKz z!x1yx-D&R$bi=uVZj`aCsEB3tmZxmV-@p_JfOxATJkts?5E#H_5e_7*_=c`rWf=;u zUi4f(5H<(R7D%B(LGtiEb?Vd;yet457x9?QzLb)LP0TDwjKTBffo8L`JE>xh#@@fb z53k)oe88ZG(51~%xYKZXKad@VBYB>%&%*4t-SuzbyuaRHhZ7vE;~%p7@kXg#@lY`e zJ1;&nSSD`#$Gj92<7YC^wMzUwG=InI5oSDxtYnaVUUoJZ!91sc@{b-!IwJAA&R9%g zU}Pi^D|Xlx*=%G}lmMgeQ<`7jVWDA{l(1~&l@BD6zSj%dWj`D=&RHS`&yj{nkORRW zZff=02XPsz^iGW=%g6T~3+}t>tIt8}3}A>3_)$bDVVL zxp=tJj*E;TmfSV}g?m#~bo|c~@Yr?2%jd%@VX0pef1jY2GyD0!Ji{~xVI@mHed&2@ zZEY>6d@O$rH8s$;xCB>d*;PfwGQt+`xwG0>Btb!Nz8ki8efE0yDNyFdI$3R1uEsJM zr(bhqfu0Q$Wf=_kM8?{zZ9WBqwTvrhMKd-CzH3dJcH(5aG60dX_ z55s>8-}+e3k80!{+iz*=&N_HlOrLm2eJX=((eZ@vm458%e$ZHq#yMy~^x*dERd=Qd zyQNvdGxAGN>kG+JsWe+F0D%_7mQ<~<)bipK;>L}Wy=QctXMC9Ww{8sU<-gbaJs@%+UgBhP{P=M|$Pe1Gs%xY< zIG-7yj$E_PzHpN{8THPXbiGV zrE6M7&Vfq5HpW>tvYpa1o*N~Gm8fN;5FNP}$XBK!SD@2vhh2r|h1-W;0lB59AC04B z;Sm#Ik5(akGml%B)Yk@b$p=>Af1F%f9YGWDGtU&kTHNVX;nH9zvJDt(b zkGer77KQ3C;u&58XW_8kyKc`Wr^3(70%r@2;mZ9~?cK8{{$%Kae>>lnI^-um ze}9k-hfoxGdakaw?7cY-f#k|;uTQ(FPH0_iEn%4;1c?&PzkVj+tZT@$>2_GWE(_}_CLFQZfC!gFG;^R}E%6>6m zH$3eM89~Oe1pXk)$U+dWb8ayE_@Y^EuwE|k5t!}w?=|Y>wia~MbIP;TCzqCfvJ&0B zbEkQv6$dRWKV0#T9&y!Q(avhyOL-K8GiPHfxR%rE&q4Mr&sIt0G^WGyWF?yX=+XP_ zv2_3CRN^hIsjhx2YRn1a`hdnmRO`M7(!v49KK++fNqif%HN9!QPxC4yY1e0x=veOv z))_xDx~dVQA((pm+L_y}p1QK|?;Yyyl>O@k*t3WD{p7U{g+J!pt{?GGzrHE9H;~mD z%F4MRg@dftXLz^N`zV%mH)e)pPMhUYd0$EZL3BRDh!mOk zKyg`roHhsY?E1!6*Y8Cc& z?dnyWfm|u`M1${{Qs;ei%CVCAK~XE;^iarE`~u^)*dJZrEQI6lcWr4_Na-W1eaAMr zK4y^*lu+$K(vY)i*&?ukJyV_(2=TXbqW zHPl)skJ2=`3P+FZr%4l^QZoXpex=0rs&xd1%WUJnRnc`yR~(ZEFE|2%Q{vL(l!nxC#x<+&m=t~vHqETq zSvFXawV!T{H0>HTp34^FGF){+$*gLlt4?yz`to>(aizrgD9Q&O+{``s)r$U7;b*7v zW1n2LiAX9J>9D0}jn2&g^FkR?BM7$KGa2UQ=3moz>#R-)GT)*0Io9ETeloaT7&P-aX8!5b$8Msq_$q)wR<BHW^+n2&_I;NCLu-uQiQ?}65A@!w zq271>lVCh5nfb}CV=DcB`!6@h(3=(Fnekp6Vi34-G_JbE%b{!^RTyQ@sFy*OwxaCe z$&}_{VX0c9Ye$(kQq;3N68Fx|)a$4mo+&v|A>6)}xV%2`=(}?3ypywB`o1#UZZiAq zwC-^79(~JcUkCrwtkfsfGg{VZ=)U)V?kvo{B@0&4KAj4&5RQfNgt;&F;%qw~$J7lG z_6yJKyNta>nwAFxKE8Z?zN;efDbIem1~xS|+%TN#wJ)!jIJ8>nM{l6qZzCzca(Zu| zd|_{(Guwo%f<#1bU`yizR~CuN74*ij3M}QHy?la1+4C<@==1+r9!`!;mAd^IvX>D% z^dH)D?JyaXP+R^DY<(k}${RtNq9_|$n1k03_a3)^9^T$ezSjX}7TF+2@WYzA! z5r{Od zI`&^E7arN+!6-WklDiZ%98`jla}F!Vy%TWX@LeDm=ES&TJOP|be0%pcODrAXn7}=` z_%W|$%n`NmFQ`Oyjg1GGHZt><7}te{?A2yNhsl6lKD2&h0#x<{JaE%pIVxwfq=z=c z02CO*Qs+s+v<;{*5gUIyGXWL_2sfVt12=IhUOfm)4-qMzUJ`KPmj5|fqm{)_^@ zfSC!WCQ5vAuNSCg6$2l&c&}WW%rP&LJ7|^0!!vrwAZWnZ4_*OIgxq0hn6FuEqM-4E z$R&C}4`bSDczF0^)?HsnRxsgywLJ)Z(lRQ^QxH6bm^KpaGGJW$4IM!i`NcCZ zFc3YAyMk`{LUDz;>_S1uN$4eCKkQQ$U0IME3Jx?qgqVT;V5l$I0HRQ^4!O+=MmD_E zCtjCw26+$V{lhuse)QvV#Y0)UX*d}Z64H{W$SA7{-yp+s4&;;V@equB1T6E3zQnPIsN@o=XT> zqxzPId(PcCFmIGb6V|)5J)l>pcm7yc#m+Y8>vAxiF!6_*c`N?3gv}ighWQ!bFx6He zE=(2$6$9!_&- zxi8L+G($Azpkxb3uCo*tfRExgDKanmQWki@RUKn@xh%9 zDQj+>z(u=c=C2`__8s=UF`XoJl~n%4P|5|#ep z^Wx%0a$+q(@FC%9#RkGhZHH$T#1h{i$IITYGIzCjQ~{e~X}OQ0PN>-Lq(0YTs}s6U zFSU?5jB2yM6Fxul!u0-IL(6lq%S9k1eW+NpmYWVOIl4EQ0sf1nnQJ3BRTZ$|`0tJEQ4WVf^|Q!ptq|6n^nf zau2ya>pGt;Q*FWeq|Pc`D{W9aV-2iP=4%5gF<7U@NQn7@JLfT@xKqB-S^FaEVVmlx zY&U!kqo6PH>Tj$eAGk)kN7WOxLv&M?y9KX%lSaVly+oxsY>#{=z?FNNH)6)*tGE(T zJ}nYmO||)CMz^N8rSn~FEhKTwspQwT8Eo;~3V}xXXDp-lCq36rZVp#U8mZVhe{6Gd zuNs4_qkYwdLL)EcvR;TbXbL&#;PInFgjzhBKVnebr_z#7I;e(0J=(O>JYg%p%lptT z3l*ocKfV+&=+W?8>?2pHNMsh6_@YlPea~3TZu)E@t$H_$EhnvH_Xu8MQL5DGRAnw%F0e#?*G8>lk#wVSUxaSxBCJ@9eU}OKqza_ z^gyqK?2sl<=r(7U+n#Qa%2Ai&Dic39y&;|(mkAr(94Wm^D_aWl93CF`QZ8+oJgSd83tRl?I;< z*}6tPw6^55TS<7Hg9D7{moXB`w)7Q-P3Bk}ZNO?xGUs~wFfJY#Au_bsUI?bKNkjy2 zP!d$bGqjtXp6+QXaeZch=Hi;m=_PyJ3XT5Qs%cl}PzY)VW>GpgYf(1FHZoGK zAt3Ko{`RI_@a%07uoeIKd7s|=lDmk(+eH~P3B_|CZ`i;0<^xAB1&S2Q@R=_v2G*mZ2Q?vTL=$JSccwr-$60G(Ur9Wb*Th5r;!-(x8LTY#Cwt zAi8Lf2rf4s27kyhos7*#OlcGoBPy^t@Z7>~`_^5l>Odb?MXcD6V~M}Nf4#{RM8keP z(f#}P!vjf6`Q)+WC+uIt)G-W%{{81MC|n{IhtvUD80T(>hK!Yl>h!}8@QTlg8Bg=m z80vNftt=us+624eFrr~#@Czhs&VsGyiyl~*WK_2ao;@;aO##}$0CsZ7RTs`^B{##9 z@!+?Z2~3znPA+}A(6$%vD@@lK1*I?C{uiNen=gJ@%~|{%_Y1Cj;0U-9-N9&srMyrO z28GND=)tCJ>FF*@7yOK>J1hktk6~~V6A&1O{_n|gFuDQTOv>#kaMF5DL2%pt{Kec! z#v9hJcLynq)2l$kzE}W&3Ws+KKFuQ4Kge}uRV5@BT8 zHLR`$qTCCwwb#HtL6dK@J+^Y5csc~&uk|~Ld0xk84l@jJn&i6t_RCXG&$;28vTwFZ zl>PYeLuzUG5jzC+WVe-L9a-~V)W?5SE+9#Wh6%!eYR{!s?=e`LlU-_WSM{f)r@t3fetPU+2nWHj5+DHja#Hhf zo^sF_m8|N)v3s!PfyF*Yfv;#anW326Q>4iVtD-}lk&$1#nZZMg7-Y=u@isK`={)=c zJ@AS?7p^)C!Lf`@tNDn{^x$CJeKb<8$ zCMhlY)ZxP$De{$r2Ex%uNLQ2d#-{MLTY3M?g0aqBNoiGv#}LL)%90q=J&UC^<$#T`b6L{7Sk>Wc(J37Do{IYED^cs95aVzvzT*i^=d;nUjA3#VUXCTv zfQM`f8AE5zjlHrGmHTbiNAqU$@XO0Uayo71`DdnG@32#E!n*>+SqZK|rCyFfmcS4M z88MZ8nwLN$!6^E<ZPBcsjwtFUC57{|kpbcmY*Uy?%1}K={d9M_+4f$sWkT z-oZ41DEKqbRf!fJyolmE1g{f;T$C?sQFUhOnP;EAh`B{rw3iWEsC{-MRkG}Ll!lXQh zgo^2t9h+2q4uREM(hZaw-&1E7Y$|x6Q@^*!7=U2@m^AHaQX`MSPHM6>bO7rr1R}_7 zf79P{8nAk;1P=6m*gk5tv*Yu~X4{(8v$%1`6ZR$DK{far5@6jd-o55~^4eo=1ymh4 zwP~S|TqIg-XQ{$KW@CZ-Gb-((4^Y38@91GA_bRVsq|o&8<;zvKw?YZ-hIP#X;t~{> z{i6a%WoWNjzhQ%Jo*9Ox8)|4&ju)H#i3uJ_JG#_&Y~8vQnol`yFb1763K-~}I#tde zH?yz=983&p5!%0>&>N7M?TUw1N>I3?zkZ|uKMYSHA;`jfh9v3!CC&%teQ6oV*sRBo zxuvAaU@!nCJd^QPLz8cs9b7}S7sGHihd@dI%CUlO!X*Z&UPePl2WCmm`hVR;3})=* zX{83^Ah)r<&{aM6PweD*JKOH{`x^lK==}zY7g|)l3L=mIKZF11kM+VEdY&1KV>*(* zpC7;~{jXB-$a+!qa=m={lEtP}b;>DdB}59-L64M-wZZNNcEtrzU%L?1WL64E2HvWD z@Zy!y{w1VU95(hWxi16m>S$=>S+wi{?WO_<4_vXAm$wx2nu$ho)m^XaH}>Fh^-em!Ovdj#hfnM{e*4R(qTHlE z&2;GTTBg?}WgQ;}`T6kSS$qKUao@eYD;F{wjk6)wq7El2ASS^hSwpkbE-U|)l2Mm* zZR9;qP)#Mz-*4DTW-s~Q{j#DTJe2Mc`p4IM{Pk;d{O@pRRwv`i91`^@PSJnKnAad?m{60pVeYH84Ya{m=E-(GT!Z=_;b@vDIfjQ zsr7f}$(!nG4o+A%0i3sP^tO3EH;6qjDNu5;Q(T%BwzKcxrIM4A>F>Wd%Y??|jDoII z?phS4vo<^b9I<>^zMACT|N4&1d#tpHy(u+kPzS?LH>?9RsE9_ zC&Dq7LRFBE10>Y=_wMb#&r8SS_tM-)1L}d6*6{~;t1XY;rmK){V+0Bai_nmOIH47~ zNg95Bp4KqiGI5FT&FupXq~<-DJ`o?bVV7FOP{Fh4OEXQ zq7J)Q5UF0fC>}(hh&9fS-k_Dq*GOkD@0i8m9=t9XqikZ&F42UcR0mVw~W&7!%*&(CjU_t_8f`PJjsvnq0k39wil2(KAhqhKiy!iK`Ej@cjRfl85FLS+J4 z!ECWipLP9B-xJBrnl48T7Eu^-)tnUsCvL4C%5`h0qGreBDegy@s^WSlwwj|(=urKe z9hZJ?Tcfh`ghZO0v*!EtY42nzc_z<*i~8O|xFh%_3iK=wCVzaH@10vIBJkGraW9fq zXN!bIA(uQ+C2!Jj5=kD3<5m#f$z-W>gC=a<8Qu2{kK*Pl#7|i|uXgY#1^rHa&zWsi z4nY|_GhkPz%MGt^A|L-4=(}|8Wy_Yz4ZY6n$}Ld9^Q-boHVJv0Jb4na|FQdhvdDMo zI{Pz1VO@tqwii~MBQgk%pw<_VBQ8A;#@-c%EIHD=mWmlX1|aAMZJp3|&7DYwn16p% zYxD?%Y*<}LU|_t9I*xgkcqeqkAk}wx(9ml-Z%lVdO&}OqA?Gyj$3J5?)ciH~;(_Wn z8Hq;ji1kbL!u^|cCbZx2n7>MP#5k?&+_kTrE)TY~xNtAdXlQDWH|HuOY&E|jnzx-+ z=n#|OS>LgPMn4CBs2Sol==-!le(i(GdAB=bm0V0LxfcYh&(oP* z$a|Ayt#!wwiT9aJe$325!tr_zWhaM#R1>qsUyBm%-dZyq$!RLlm%CEclOa!0tX>t{ zsNH9cB$?xVGLUrE(Hy{8WYz9%)Q7sLb_dBz)9QVUBVm4Mx|j@g?a)+_UPB`5dJ>2Y zwok(K&JwUaq_-Sr4OU1@-+J-lHpxk6z0d(%snuy&)pYmzJFOy-^%fCY4Q%OO%+B8i z!FBYsrO#>)!1k1sa6?u9CSkr1g`y_?*Zr6FYTA~1la>GYk*9d*een~zjTFW@j-t+c zLXOIWQAm)$$2c%P@=CARz3Eorz8+~A?UK58WHB!GVWuIiE#HLhpEwctd6wECzXWQ4 zU%ZC4lldJ{eddYNLD4(z`?4e`V`i7LQ+VT0#zLT#T;$Zf8Y6psfoE$o$Wr64s)np9 z&EMSctmx&)FbgyDwz;p^IfhFuhO!AwPoF+TPoF7lgDSz%v_~no<8{=O;Q^^`xAk;& zSxAI?GQI8h>k>fr4K26p@y|G2n{jF~`w^;pajv!CxorEP-{0AO7 z8ym}Qi&9Kf)7RI>?zOF;!dJnO+`fC4=$D9H_%yUF_Ky6Yvu(ejk-CR|78SP{mMtb& zXY0LsDDt5-wZe`2%*$ph^rQ=D6V ztfgPMhPgZ1Av5J<<-~wJqJJKx80K=ASz59%F})Se0BNZnJOBP`!O|BwsdvI-pd$=Q z9IfYKMU*ca8Lh!29Ghjw1{*`PXMo@D`53T+xG}_)HfV)t_pCaLxI`pLq??hM1&r3W zu(X7{;*LlalG~6wW}2Lo^o9A~ttkkxc($5`G(9~{^z04KNX&mpn3}b^e0hqP=xK2C z-_f^eW@z`U`+G;bxr599UeI<;k4?@i7q|V<`ctb<{=0pv6#ny-JxA6_tbCnTjhy@X z?!Uh~m9%r>@Be>d^TRbUf1h^B>i>67a>8HV!%0#`LsKMLC3d>_9MjNq=a_>-q~q~Ge@YjwI=I790DTxpVd14WwyD;;aMm+xucar|d5BcZJaemQkHkcy8Cxr(~Jv2_F6x+Rm$Ba(*SQInIDo7Z1E#Pq3!xk1c{ z$C*EjevMC~GUJ(KE74IaBT`S4WrUX5g=n?Mn=a;MdY=m}TDvzRJh!CosC7!$w|DK; zTf!V4Ps>ThYHPOK>ER!fwk;~L7v<$W;iThQo?w0^v2#EtF}jmYyz4{p`)LLX|J2l$ zclr%?#|@l@Uwc%|S0pwirFABbnO$b99p=x_Du|DeU$=PlNTrx%WWVNr@gsXUg&@H+7k9OcZ@AP?b`bOQu}LH3^6v(SKQe%rZ(+SaB;o1rT^v$)^@fAfuxQXDQ`@5($C%U>P%F;lX0c0 zMDayh_S3=x9QGxnDX%G>ypgt&t=hG7BJ;xSIk)F0xXv%_9+KGNzY4|dO~&Z>QCFex zjW>@XM6!t8KXH0U58FfdV}@N#^3u*HTqr;5VrU zIJ@^r?u!gXUF4m+u|ff_&ihs~U3T;0IFBPNEFn@?b^wdWwx|Viksj!OL{5%gMRoIN zYneEAxYByh9^%=7?x0)~MHSOHbh#)>@el(^M%7-T&^!Xe=Lka;o9T{ZHJ;IUt%KVf z7bk92_2=+nK96a|9>4SYQmDr77G$#8ot;>YQ!sZ$?pF zWR=7B~w;N7?H>FhIdLPCjs3cihcy?}nzty7UL_#AH=d(@OG= zNAgoSr~7~4zat8Qp}*5uGPWS8t^Ka((DtC3FU1C~G-uXo$S!z(`~Sfv{(mwYy*tl% z_7{V!3yNIy*+nWO63Pec&Uib|F$UQKk|m%o#;=ZFA>QN`85tS9K>jbT6{U(?kHs{g z5$!VZg9j-|_fKFL81a{o(64AXuSP71T!H7a@$uYum)HM`rb;d1H-G7N&$ssU^nd{W zJy-VgZmBuE=cND>o-jET_W!r-je~YY?7t>_4j(?uzexG-+j^Sem?7nuo|cC32Uq9n z3@=()t?>vA4b5^J*c;FN95a^G)z$C1IYJ2sAwG`DPD_>aCkvPS|3>h8?^1=XcR#yw zfTV}?m}^=p0Kkfh#kbID+(1t9kg%|@sOaFdtEGhn(}jlRjsH$8!FxY`v?oz5V;d#!Y_@4p{;FgXcd@=UJ&Qp94+pDkwF!xkof6?SL^a20~19eYUWq6 zFv#*)727d+uOj6tT0UD%3RikPId*}G;=&sOgQcd96n}HJ)waaG<|oH*`zGRnbGBD& z*=lNT5P8dUa|D_!tBt;L^XI6r+_f7bGnEjZ$<1gwzwmF+?MnRl_RhDQCy{XeNya*f z&K8Yj>{#D&tXX)bSkbh?a{WjPS0byM$-1qTwR7t0PD4TV|F|n2ki+6kH^>N>It75vxrADWZaF9re2bSjCp61z$ zKfAX4>#`v+F?H&4#|9buQo8Je2DywJxQvjyQ(e?V{3ex)2?%pH*yXzx=1E)4oK5Ul zPv_6-!EenjV{h(r)S-1^k2OhuPcDLU+Kak&=FL|{I3tqg?hf-arX7}G|7Ly9;wyhz z_Nu%Lw$=fk?__6e+^g)vG;~eUUc0?$`DT}WT)nkS%l@p^0E6r3{9MuQTN$H6iR0Q* zvH!D2o>kt~)&{((wCi%~XzN}F2M7MEPl;CpNP#38dj6~Cq&ouEW=_UIRRVm@t*#J+ zOEt*zoLTj}U;$^6b5JG%y_=Juq9 z26F9tZNfedEjQxj=hwaHZX}nsH3z=#9(U@WP-S@a2dfv`&)%pwCvR71S!X2Fy3Q_) znmwTELjCH?_fk_^Z?fw$uYx=*1FGsf2l!WUt*YW%`NoV*Vo}=B`IuR@PNnbt-BntqayXix$8D zx##pVdben^&>x_V&7G%AW~d!jn-IeKTY43h=#cRAwAfRYPGf12R@)iR65*azVJt^x zVmM1rcN!;_ePM0Y=f8O6G#v^PAbMMXA)klQ-*o#3S~p+ zxrm-IHNAqYwTFA_UkKip2jKq?sV^Rn`~ME^{=b>B?`-Qu{Mvj&AmD5`L75 zq3QRVx_pdyIU#lQXsgLV8yMtI|L|R+}&LQCu^Ux_PzO){EEz(@3rwh!|Tq4 zw%+lM6Ro(YHpkt^-u8pO(QISihN{rR37LA?lG7Z4eQH~ybd>}drjw(!;Ue@&B3d=M z_&GGWukvJb$NbvHVU^K*sVhLDZ~yXV%}|(hdE3idm#JG*@W6@eqS`AX9C11x2J_D> zK+ge5bfH&2sK@=KX8EiTn%NbKiMm-hY;=Ws$T7caN(UZ7SGIoZ&1(gf9pqh{pJWUA zIsE3w`L?e2p+{AXE_JlSG;>yS6k5|p7r{jaKb@J%5>OdKzZo>)g#Pp7pi$^~F{VxF z^QK{BR2HaY_Nc)~K;>qYkUV+PY7N;QI`ne-p{+e%0!9NsDZF@tZ-GDEZ82d(Oo`YL zyrEA3G;LZ|D`I7~da|@Qm14OKjjaaN+t)uI;+=97>i>8@{?X}Qvj_Z7v4KIUGRv#t zPRq^ebysHNVH58LMn5s~KeY2c(f}HsvEMv(C?&7iD|;AvmwN`vdu3EqbV1t3GmOO- z+$~<0>QI8A(?P$aPwb`4G2&dnKi6X)*w_E+sphP&j~2_zKfjc6d|RechNrO z!|mK@tG-zFe@%(a5YcvcuoFD!AR+C6hCD(RQz z6i^Ure8Wb`iQmVc6;)OEvXKV}^r?y`@Y;caojcZZW_6kWLDE3L5t9cuUoUV_!=Wd7 zLoW|7&NeGqVPLs7!W5dx0H9S%;g`XN!Oxo7e5s>z^YcPMgUl3(?qFhbXz>n~lN*4J z5z!C>#f_s|pbejxiV`}-xVk=dl>g)}B)IZ4*w9F1s$8P+o$61cGz_#Q`p5Ng_r^EF ziwWu-v-`MZo@GUoTvlEVEmojWv~>3C`!O`ODbQKyV!*?KBed}bNpf1%#h_Uf$hN7e zsrll6dP@kfp?#sYXI}tNl@J-mR8867H^v2Mrh^;(gAXHntxu4iB>q2l@0=JJ#`u4N zuZM7a6tubk^c>tEgkfy_bs!gqzQj_;`q9=VY)z|QRe2V|2<1%AMX|Yf1C<$&BF!Lh zSE0R2V?X0#iY(o;dcFl3e!E8Q?3{(>PdgDmCnxXMhGRwi)NWO)bUW#YZVAAJN-4WH zij_LP&`Dyah2omZMeFYCc+U8qmbRyDTPow)RGhvY2}W`pXZYTwf32th^BuywSe)EE^vPW_;H%2lh6J9oo6H2s9~~D#=&h z`hUnaquAhc*4ER{LH9q`5u`{WNo{~-cLE-`I&`JBDP{C&pd(dK4E76?`fjz4OCv>! z2uC8QA083&DOXnr1AICu66qEe5QK$Qs|;5HUYwoT$bY!!WGX18Y~CnpYC;dE?5WC- z%^P1kdueoZ>U?9>l51cb2}Zti-#x}5`_9$rh>d}|N4}0;^Y7-mnNVEN{8A?CSKxtq z`2U`Btn~p#`8l8IaeWgq$8Ep&z=y(w6dejxlSD8h_l>5`HoIzRACM8(u6HS_@R-dA zl)6`D5yxBpZr`|x@p?lE&{kq_7xB8yAxnUjv|cQaZTSs=mJ-lau6kdJO2iZd>HoHO zERt1JtnW`rNA|ULsiM#Tf)eh-;^x5LV?-VGCrgxp&vG>_TBy*Oe$Z3EaCUw!eQLI@ zR8h;t?Zv8Vc)vtJg-kJUm_p)@b8xp#It}03LVDXQ?x+^`#~$ z|Aq-&i`Ctu+lh~6AR+nZc;vcopjswFt_4qj{oaCp7I7_XnE+S$sV)d4{;n{6LBM&_ zxQ&jR3n=R1!bEht9=Pb4z&fW!Chs5qe;ZHrBO1&vd_CBOIrB4prrGn3VV^k6yIXyy zkD{R@fl*0GqlN4AyLqCp{gPytr3{5#L_`L{N}pei8>=z@FSGE?9$~pxgSSBYYny#Q zP7>iek8fYF3wKl9<;Et7pf=~8RGn>ZewErk^Nm%1MiWBD%b$LDPElTo4))C|uI67_ zhEBE0m--0f(!xN~|F6+Tpv(DXL0U3UJiGh?G>S<<@ez_27O4iB{cM=qKSjmLmiraD zfE!fw;IZ}g`enp_*|L&jt?lom<>^7v)Cqvfe?KSzbczo{mF<2KeX=X6{@?Jg3q^^r zIqItm@TXt<(#uTq7GJ8>v%(aBh)>uJ7{=X8a~n29#d6sLZAHAS*q#x1xRL{I3D2Ax zF{6sGP@mzGZ7cG|ZGmyZqGXWGvy61#lP+3~(E#=u6=e{&&^)iYre~`AC#;Toy3bPL zH3!#vqIrh3*GVz|zYAzo<1w?pSNDy>1r5HFLU)$|HiQY4A~6%pG_H4C-RYO>NH)8> z7m!;`dhhHOWtyob7I+wcA38MTVlJ(q?je(Q{5`G?mvIQjWNN+3zNYToR+X4oNm-s} zwt=G7ySnQw8i56~9QnVE#-u^-VR;U6l9>B@l`LXDqBP5HWI%=0ufM*EIN2oj&CbCY zj##t18BT`2uaC9~hc|w7ikndYDo(4cGNvr5`uWQA#{kR8C2tw;DI4J`c-Z=i!{LNP zLL)*1YK@bNV~S+Dt(b8g|Ck9|Zv)2x=l8sSJ+Ns%CgA?R53soO?WT2V?Y;+2#Q%jM zWt1$0uaZnZeZIMQVdKWSkP+rp|u_}hVmRB42QnP4i5flw9^5E0EVJTz2W4P;p% zA-G0-EbJ{0LyCm|q(JBXy~iREInFipq|MgN=@0}0ma57^Woz}Ed&`Zsx@%zEE14O^ z>%s!4eD5oVvZ+GJ{~iq;P$+}bk;GfSd{F0&g7tw5Yr16|A72DVcffr6MyC;U!_a`p zoJEJfk&@_l%?CtSH~vyLFpQ+h_YDpt=`I`IP6yrG#da5+&6j6J+)+{a^BX^lM2p-E zEO_;#A2z(Sz5}>{rSii#AJTgk=MignX_4@7O%0(lWPdifSrI)LJ za0uMgJ9iivK6Bhzy9M1YWrl4mEec${*0k|X9-azoL%AVrEbJY%Pc2UE-%WGPu^brBydvgpo}7wZGqHU!&V%H3>VZ#bKjwlpkfOM0eGj)Y4QE zw1wJOo0u!%`SE_D0UA6a!c2n$4U@QrutRr}&36DH$Sv>p3kYmqeir}l@2T1l;0qZ( z@38X|77`X76k^x^y0O|Jh}&$b3yadrlqFCcg3tCTAIv20CpSEdn`QL~xxU`JBNb?R z9P6qKzN-NB?$SBWQTNFj0t`)%dqR|Q#>q5bV-@Wec{7aj{(5zJ>~0oPBlg`|d`zC8 zE$X4dyMOA)>yK1}?YVSmjNkv85&xg>t1B2q6mO-bMh8EXm2H1=Lg<8I0IgMa1-=NL z+B;Sugh=+hE!(mmQRWS7FN*+nHU7(_fKVT5GdZc_z|m(cmNIqH z6Ov6vlu3pYokPXhZM@zdY%)7U@Og7w{y!m$HR=AoS3amK*nA=!zp_S%W7Lu|9_=hmx4x1x{J?U{6TEh% zPygEh_-%y2aWy~b{8s>0*)}@)6`qC_|3nAj)giPr5e^XYv9kGM^h%?044+Jp^LDIq zxXoWKombY*E+B>OxJ_IbCw8zQ%PHW}t1zeJbkeW0xi^2Xkwk-P04AgtsC~o(>q3z5 zIDl^@v{%PBEipeYmID3=P{signQcn*!qiX9`LLIM^sR#QY&t_01``4dpRRq+F1NOd zhvh(}vw&I)MT^;?y$plD`*&Y+sN{=*>s`^`SRF~e=}_u*R@9Z0fWv8~{$~n9(5FVZ z{IFzxR_BurLq!7sn5W{7_V$h@2A^hOt{V+{2j_k@W+9IK8kx4v99gC z6|dCnM@Z|q&{`+*&)ua>05}Rgyx^(vZXIpEc?Rwb!q_IOv1pOQO{V4XB`+$#)G%>) zxhl-_sN{X#!=@&?_Y>tsrFWMc09(ATAI|*BoB0C+FzTH>j5S!SwKV)wFFWJULtCTb zDf@GGLhO>boS&kr!gMx$L`q^SCy2G&Ep~N zx6vBjrGFKnr7kpA?oGOI8Ft~^G;FO`$8%ixp>*v~O@F4y6;E8oX@wdEK>M=GYBR=E zxuvYEHhHtyH9xaszEcXtYKM>@O~b6?5W$!PzZB4JXm{1s4QQ%Sj_u7QB$%4?0Q?i; zhRs?Nz+0GsHY+KhEbbj5#Ne&)>I`Eszkq;=TT*1IioQ0`f}_4pkk3oI!N&l6f!vrP z(c5WhsA5^AL<3rcEki{X$c8s{~@O zCzW3x@1Id+6Epxl)`J>3`B=h+XRl+>OncIv`k(uo)EX~nzbCWUgxewx#*FMijZADt z)NS#fzWv^`RJye~QG}2Ox3D<>B$2&SwQ;)_kWPEmo&I)We21L86sbN27THKwZ)MtV z_PUA%_Cx2RCcZiz4#KqPFu?w*t_28#K=K+`AmFgR$ucVs!P>GCsl zcekjEm0Op?avk0cT`XE<0q`|xL3Iyuk>}4!wh}8HS-yWXZc9Vpze>*{M(XqJ;RYrasQ z57!T+1Zb4M?x;0(&xjK_C7;x!dFYz=(8-bz0Y^M+LDAljx2Dh#h>*RE&*PSuh@Wuj zF=&DymkSXMEg|>w@#9H9ZtAGSpA)Pfx-ZYLZ)tjoF?D@0*30l*M8=)i-UT)AhR;pi3`28J@r#wJa25guDMC= zdE6Nr`#;+_2$ICHL|}xlGLtz``aCan`By)k?O(!Hn|>&8gA8|0bz@6ZyTe(7{!s&5 ztZYm~1MSqp$Xd+@(f5!<`3Tm0e^p9wfn4aR9vA0Zy1d8fm9jn(ZM?f#ylaNFyJw-2 z^cUDpqFU&3aoCHGTtp#P|8vpXx%U-`By@oM3e> zaao*Q(@y6R8rxkcyyx~0lOn)!qAaB{fpugdJdrD}L?Y>w#wjnAZuk%ZOT#1rD5RAPx&9+Z_q(AHBGGq++F!|BDT zu;<;py(8{p9B?lR5E8;;j>FFrPGS9qWGiN^pXcUcbUYDmX=Sx7wcJ_i{JsTanw_Pa zo`A4}j10H~3Y#*AVf#*zc0vL8?N^8|nzH1%{oTi6oUIP1U+s#hQQ81KUv{ZTvoIe( ziNAfy@6)q$bU&Lk+o^1J-&HxIV_-O~cRX>tZF7*2l0wtZF6eHfx3{;%<7SxgV;><@ zxA7D(xbjI$EpsckiWQ2lwP|a779f4Yz?Jc-4`>l70;j zvH;Fc_)W$bXWfp=d#0mZ3Q?D{I!3|5&w6o;6C~tBRDF5n)d$AQ-Urv&5-#)2ZeyvO z^&is9^lAzM7{s!(j*JJA*mN@`#A~e^MRN|K0%S(5`Y5`cJDBi z%5m0Oca$<^+`UH2dKkwhvszbd?Yt445Wq2)J@JngvA+y!Ej3P-r)9OiHAj$`_Wi&D)$((Ao`t_*!q3Ov%E>hb9yRnJw5XcAkg16H}Dc-Pn zs+F-j8Ny73oA`N){4O|P(BHYW{5z?NyAad>RQSFHlT3^sj1C`>LTA+I`vir}_}r+F zj_1JTEALZ4219j>MZh|C&;QWmlo_CC{6NmflMFvMp^`f4-A71Ke}A3My5L_vp`nW@IEr`zZuZ%Pv9VITY`B&j`cj<%uLZ1up zsC2%;lhKOcS)IAzXy{jC^L4G^`J zY#gkr=?TCJZW^BN@8lJAYCEH)U)OmMkd6|*gBT?u6?lH^TY}chF zIZc!y2rvgRq0}!_49IVDP@HuL#1H~&#aQ*$O%7ML%VU*jY4xLD1YPqE?nJ(^ojZ@l0D$HV(tvrvBchUTn)?&7MXKi4 z5GtV?_;QwEWTalkh`?7Mz4_SQ>{=z~Q-2E|;J zd*qaAsNhG#P{P1H2xazg&ir3tRrH{{_(+X6UP2*2tu2FBjQ$|{hR=qfR5B<)_2~C? z##BJ?h{zCxf!m^UBK5)Gqr>yRNO4{D``pDQiQwmr$j)MeZ2&;%u{2dezmRw1eI*~= zmqno)UmDW)0TZnrTXPoxNOcLmC~nf5T&#Jbv_H}R$TYp8?R@bgU4Y8CLcFX%zId5l z$-(O3wZ0u-h$|kY_d-K@f9V;|?>vX7rg!}sel}L~Fdzhli52(X zaNGPROH1dSHmKL(j%aWZB*|+PPf&p@c~aR7AJ7RJeWD_L8cgndcV9WfhcvcST~G$^ zUu_w-*@VnT*|`MRJQ6}`0_`A+c6J#mF-ZsWB z&zc)A5A6u1TdDypG55d=an80Ncrk|OBp4SNBkO^zq4%j>H6+UDx0#F1(j37otJmS+ zb3dzL(?IixZZ#MQSim?`g{hq9M@JHCdH&j2Ire1ua*x^hH%JTO632J48GLhZ92k$7 z5!0SOt8;GCaZ-J<{~oq6#yN5EdfH03Y{XX7V+ROvvfxnZUbro$fA=}LsL^!{MxOAh zt$7cvHdZxBnBO8-N@oQoob8)BCuy zya74w-~@(qLhk_1AJ~$qP@|a30Zf{>8hArsn)cee%rB+31ci z2?fLFIO@wjPhCZ>k=}7bhGnhPiKJBaBTBTR(hPM}COH0Qk#?Za{4& z0=}{xTLwm90yR8@31L7Tc!tKu(;5Z(Sv&Tc_*~V;4h{ZN+X^tY?5Cu_ypWAlRhHI{ z^vPw8OmFSU2=GLR9YJp6h3Vf(rJUCAY)6goA;A%VyHT_?0GXm>mAue>XTCh)d@d>4 z%DRX$#89K1fy%GOan()TLR$!%o7i$yBsxfXJH-T9cO<(W1wa!cKA(+RQrOF5mh)As z^OjjcCZO2-%Z;L0X$~Pk7K4Wz#hfgYc)Q4#n~;<&W?@kzhgaJYwi^nW2K<2n#;w#W zp$hUNC}Xa@z5U^Q&Hv?07Ky+z=suv!Y-TO^@an+qWqLdrjt9Idw!0^&Awh+;J%J^Wu6%1E{r2f43n(O zq6*j#Ty|D_{e7S#4Gs4fX~f6Qd9PEDJXME!f>Qus7f^0;oFDOSf8lbGv0?0#(;cvl zl>4^xZ5YN%&jbwUe0I9KTuV%RJCJ|NI767fhHP)1VCDqHEanSU#zdic09)+WyhY!d zu&{23T+Z85_Z#mS_UEf# zH@>RowD3$a*^}$2Gz72IAYl&Ea3ukh0dRmS)CgtR%K|668WoSge;tzzUz9w_rqI6s zIGwb6v+8q*S3%PaezJ&kgq8TIASQgL!JY;OpN>BRFbN^coS3$@fCVB&2Kk=t$M?EB zJ&BCp(4IZHP!!l44D|+hc}%TktZNJMrNd?e(abI?m^3BqRND2nfr_z!j+Wtp@U~OgWt__a~r4q!;Z+B znz%?EQYV=Tp#PsgnJmaB4Jkpavho$|c^`cqja!#3LPT+VM-it zs$&%6=voR~anvW+B-HJ?-{>Y<Gj4M#?ojAI^PPe5f|=2EW}NveZxn z7rxZC1)}ybEVvB)=9!-`0L2fb4I8WTJ3Dpmn!Pai9aNh?%NIFBW5Ci_PaN~Y10?#~ zq~8@B4#0WPrL@oKxx{I267P4Hq$=cCn>;VD0HOnN{w)#6Q{V)3s| zeX!d#LjUf^MIuxiDgZ8BM99b=om+=0!-s0&7o{fX+!8u5KT5&OAtg;*84}7Po$)RI zaL15E9=*PzU)_vuY5zM22R?h{MVra~mqo$T#9?*UgpGAkK8!gmO>N)|ZCqVi-Z;@y zB?^c@ z{?r-o-Zr-&!zZXT?c(ABDFmu8%TsTKQt!{tolcCWZW^HCpjeiQk|4fL%0MzSlLa_N zVgNU1sA7oGP4v~Gc-IjqYWS@JET;Bu-zJ2@Z9URs!qZt0wJFP16m)d?Kxqu|R`qPz z`}0taRLrNIluV4=!I@*JEOmQhd~m<9hee&bb$Ni08va6)AcprS#X z$hdytxG=a`k3Bm$5nl`}n+-+_Boho_)nWUzGR*8cn-Z{ zoGci{`qaXH&jm1{`97h!HD{gw2F4V32)0I|2{PSyh$}#(0Hc}i!;*7i!C2;%j|Uw` zzr4LXyjA4T1m2gttJTa)N^-&v!6b2=d@qfQ_ziig4i0?oH)dl5Q@$Su&DRtm0f&|* zY>5#=sKSl}E=~e>-<@6pnregyzEPtFbD`V9?6r!(fsnDdXwmt{OI*P1JJOly0KlcP zA3rWE01G~I8dr=~T3@HywfeE7ECvOHoLmH9XZT@0Mr2@)dr+6K*kFc%U}1}mD$NGd z14zf`a$pcUB21)M?V7Zr`^w=%$MZdKxS`vx=P&!ytyMOPb`s(Bya?hrj_W0$Ky58UJMw9Eb;( zD%*}83_ZBjpa`2=ZS`uv?f`IHYOW|D9IH^eZ^0TIHs$LK3o#d_1WTKSG`JLUn;Zz8 zTG(e@$^D5%61?Q;2gHIyU=(bA+`ZpC7fXD5X#MMowKYTNRk|StqolIggJohhgei$0 zsmFIt4mmRScf|Ek;Ypy(4xw#wmJ>e^>&K!b%c-#8_T{P}7j`Wu$Au-sk|dl8$Oh0L zaeTac>Rx}^4Bqf`7Ah2nEVV?~4}Fn~0DwG&;CsRh_$hUa?>jz1uI^fv5syxC13ItJ z9p-@{Cfu7mV&qZCK?5bvm9O!bcir~=h}k#HrE*37q!?0}w6L?`KoE41E%V3W@D?BA zg9lo`Wx8x8`B4E1pXmz){B&}LYCHX>Q$_SHU;R6w2b}|zI|Vz1gZtPaAxmEq#i~*{ z(~2Kv3nO7@3-iSxhqws69DdmW$$Ky_N1e%05RY4zkstz#g^8P#mR$FqA9+pjnh80; zmS9a^%`^-;RS$Y3KMm=MLVWS?C|Gm(QI|*^EeZwCP=wRpXhaRVqU3lwsoXjfdGDck;7r@3r)F0u)$G;1Yapa6U*7rdVfkH#u+gsA;80Rw z01r38VpkSID6h1*9OiJ}M|(_qE+?xTx#49v&KKLTW|Hq<-}VP7Z?KTyr{PUFU)n?9 z#$JC3WldPq24&xHW1g;+Bj6`td%#$=r0-8~|4L0hs@~Gn|L3s(^|dI_TRaU8>Z1q% zJIKOs!rA~Rw7x%4UaVgsEiM@xoKld+JZ*2vg7SoxdBZ|cmF4=)*IVApgWJw9KM(t6 zk0ae|?riSJR!R-Phv4n^eK|IAou96gHH|^;ZN=5%CHA?T9t}lM+N9m=3w=A+F;rOvat?8}{xW69&uN4BJyFXqOSk)BSh8NRe&H#OwmN~HmCqUeet#dC!<@v+s3QNqiTL^dE>TFrZy=g3FoWd&Mf(*!^xOVckWALc<1&~fc313E}rS- zA%!&An%1Ys2KGv4tM7gk(AfHab=Mk~gy0 zjK-td2`1QgOSUu<Egso6`dk+|Z3<)7NB3He{92RwqZ`u`Bd^5RW|#K})t zxRo6I&H@3yUUMFrx|e965oIb{Kh7>1KV4et{ETu>?~}@fuHL+{1zx$v`S(o4^8G2h z;Sjsuc@ck(r2kGDarLYqK*F7tN$b45DF5~{oc|hd91nk5#i-uVE%KY+b+u|pCL zCIl`kZVSkaPZJVVPG3%Wv3AwON6A9YSV6axuh#p%^209KYbExSqm<$2w_m$e5pAQN zWTs;%Goehu#W^>AbD>zwDgJg2rhtX`^S_*N6nk_u=GYi{Lbx=W#6Ijz4{FUz9`3F2 zC;;|3d`AHny=^yQc}-u3_Hn~2)%zKl=uiPA6s#Vhb|vVJQg&x&L%uZ(&R{kNLl!ng zY{}=El`KuZtys+@Y$`!-OUW=UV*eZ33-yoRj?1TQ^5+fnROw9mFq;OmUGd+x=7Iwc z&Luu#8!X;Mz8Li*{vZo+1%tF?F5Pe^E;?UVDLYs8txl^a08D6hF%-zGga2?D9V&-| zs>eD8QGZWz5Kd2M2IEA6XY8*8;;@jP)Hr160XTzD3Bcv7o;U=itV#Ux1M^B_c8ChB3 zka#F_IBOEqB&1hp!B2|paWDA;`4RiZhKH~Jw$H+d5>+0s*%>0tz{x4A3AjobAz8T~ z(JU4#PmQtV1Vl%p5oe8rM8^R~gxtbUM20cfHLPz!B&)L>ej>I@eX*zlpaD-SL=QVW z_~4-J;&z7N7-N0_z>v#P&btB?-|K($+Qq)z@27=ER9GQA`dgwBB8fFb6clem0$r}> zCxu@WW*e3FPZ_15|J3u?15Cb<4&=K*>qZd5x%5g+-tT-X^qeXtVZ0%AMNHSypzjqG zCElxrvz@hik=vRMoV1cI=No)4wac!zfZsabOo7qvJBM+;E*sH18EGA;xg%D(u`s9& z1b0AM3|RBpgSol~r$1#fIc8}6nGk)K)-eqlUi=H@;=iMhKhDml^=??%B<-&ROGUYq zmxk2sxRoty>wQ4H6TIC{q>R;;pRB$Z2W(cNV(m9Ww<8*3EW@DfUo(she!&cuc;?4@*^$r#prh|Ab|S&(^?6YPQaFROlq0(vg!bjwDlsKx=Cw;m3< z1#^z|QOLe9^7J-LIK%MG12%Yee}<}{dw~g!r`RIx-fRJ>0cD0K@J;+ zsQTKWNA#+DwP}EqKozD`NB@y zw)#sakXozkjJD5>jC~W6^^zv=vU%xKyJ0A1N3%M!c z4EDh`z#iMcN)7A;tNFy9dFPJADciXMBms{1l84Ii`v9?{Pb-4U0R({QVO_`Mh8W*a zm;s#8kkUCT-f4K4UMG^_UuHbj3%uwbq1!9mp_q~V(K6es5&a~-89@sE|I;AITf89rfJ^`l&vxC4hK6X(3E$SN-Iv($(}k0H4TrQEX@>h1Z2j=jx7(;MZZ*XsK12g+Ng?*gAmSh)>PrzWiHCA9`RnFq*drSt`kYi}3DNiH0-6ol zT*luF-RF;u?IS1XQ566U2bFG;p1F4i&^So95VYieFga%%ZTn-m3RXcC=t} zxjIKGMxX)+P|w&Qd!T2L(eu$4J_A<%qj3ZlebUlNTdbHj&a@=py<<&jC=BdljM@`Q zHkIU&k{aNPxmZ$-LKA!~2%~OZiQs%oe2}7-kMuJ#Y`V=)Vj99RA{V7E-?)O#1;tHL z0*6_~lyPfiT7j5^E(2Rd4}1pVRizBKf>bt-Ry+fe028IXHcVbaQ&O3MdO5-%)566w z=PUkz#-lY&Ju^KuL)`{(s^|34yXFs$6JBO^Xrz4UR}-sBShz3%858W;Nv(b5j`=zuSXvOCY8Q9uFna&z+@WV#!#WLq>{q2=yl!%tKK-^;5t{Xr3=if z^Hmg^e*4e~fJ=zu0!C-RFF2sAa8OB9$T@EGpQ)|_0E>nE+SyC#tPAWYSzj`KPqNq@ z!LRRp!le1Dy?B-IYdl;6IA*TcBOLbw z$q9dloiy6)N$9E*^ApiM>4HO`jSorPVZ53$q2!P0dFOQbS>BVJ^r?f?U%-l>wdYAS z%BA@I3FdeALK;runx!`WO_uq*&nfWI+)RMHRuL2{Sf8tA#|)juXu*R8MHji@?m-bcbe$J{rQi%xA`Jt66^z+IZ6S=p1T1CG(?;Wnv z!*G$8ji^yqd#gIzY4tr87eyNmJ&F1;2?g5oq~S#DW4;i+h`Fm=&w+Z4!K`-p4TkPl z;}{S8yB*J{W-%-lJka_5=kiWKm98JCo}4cbG6Zonf|YRZ9d#=P>(aL$PJp1k9!qWgcKF=xB13jIg?CZ zuO;D!G8bR0+SPxHdHgUXO3oXS(F)C#O6G}1ZVK?V4?CMOAaoMLyO55s-qMxjg zrYt3c>i$ofY%#li?&O1mrv#KaIKw8naFPT+NJ@jeynMB^o7l~!&e=Kiyn8hnjaWRN zSHl3)Sk)hVK6_=v;Pie;vHTP%G)4>XnND1{&oH9NxH370g|4|*vO<|ICxJZZxI6V* z^WVN^`q%aVw62clPn0e&3>SfRxz23Q6z~j(_r(QCQyI}|9TZCzb2g?cf{U!nj}?Dm zK4!OPasA+Qo)7@9hq-6Td!tx8Q8nTHlkVOyo`Eq+FkttVU5h|b=;HOY(TeX=CLKsB zMEbG!HiQX<>zIcHf(T)k@N_*z#mJJw&@!z^$b?{HlrN)jq|>Jx2;noF%DQ{J*IRn+ zvp^?pj^0B0L{j`mcfZdyu;A_AYAi2ZzUK=bMDa{nTm!5OPAlWX#VuwH*+;jpH&bxO z4tdqsZ}=WX*LgNRr0N;K1lraHnfHGz?3rB=BA!X538IxAJUe?pM~bv2Ve^PIl&(JsGB;u$s_H|E|xRL}>seTQ1ullr~ z=>(sTof)6JU|zcM`~T#w{fh|T_?}_N?BKe~XaV&)zgnhTbs6thgZwL-nf}qhK~5DC z7gEc+z$=1$u=;t^`r-USuR--ZeJ%=hf1<+EnVK5+j|4?oO_Qy>hhfc!h;5dg9zdhJ z(;SXa)I{p#x>p^fX?Pi}zZUU#5fii?Bh5;u{D2OXIOO}^-n_SXA8e^>9liBzXwDmU zmNszE!Ph6%UWn9>Y@?z=O%w3(hRCbobhL)ltqp42e}?L&RYt8$l<~mQ7D?cHR-=ZY zjuEJPrRARHuD2h*zA>F1DN41adX%(pKioV%{y09LbeJG>C+P zNL~DnGX4tCF^f*G9vP)dVRZeujVY_V1DU42yI7$MxDpfuw`a%cfd;}u0-7MNWqYE$ zkgWVb2%f+=9uCO`BNq*ADS*^yW5b5G*+6Ujg+-;D+0O#lYw~4{Hkq!xsYG@UirNr~ ztvTa=iZ6Z_+^Nz2(_6ZP%WK+N80C_-V ziLHYH#mt^cQc&X@=74}<2mS|KB`>B8Y+9#H)&No2&0||`^DvKxr-q^h(-@wA%v5p% zqjq(T9kf5Qus!XFXp831+I3@a{)USoz6)Kx@8%THiTwPusZ3S)nPep9<~pa& z;a%TfkkyS9ip^f5u;Vg7gbiIjh&N(>&(+7*h?2s_RSD}mNJ zZ*+A=q+zySPaXeFQQVs3(A7t$SGKFgjH}t$*hC2%WKHhVn7_fi!4V4~&^YCQ-q@2f zjsN)elq83b)cW2+sVY=O42#NBzY&%$}PNfmloZ5UOLaRUtDBh~CX|O?BQNm%|=-$Xq!WD2~a8t)3 zOw6~8@=D`b$?z4fN(qpfHADatr{e8vS$UC@dNvv9a32LHc1$9Kf1k_^;bi{Ky8bQ5 zbFM)_7pUw?`5zo& zugRaT7laaK1X5Lp^4mp(G%9SK*dg})xT7a?^MGjq?0E2@`+$2N?zKq#*Vvf~Ba;cD zRN|T&flS%{g2umE`aBQR&TO*kQiWeuThx9)j?4@lxA$h#pjMjIRbtC zu=zTHvzzxNpS|Fsxpj^$yd^O(lrDs-HbpDT=LL{2Um$j{ltKm-R-O{w{@O+@|5hUk z1O_bSCg?t|ISTDGAcB;*Jm1O8Z>=-9W5kUz&(=4!+1CHl8Eyazo~j3REi3z;pB68q zA~M9pFn!>bcnLsea0$gl7zpV!GJQ2fiL%R<4|n;CmC5; zw!1STiIuz>h2JoH;cML-bd)5WQO zw-t3!${`|_itr!yK2(Wf)I&sp8Il1H2IuPT#3^j&VBes0QwRv8yRj>h(mw+Iyvu_9 zKkW_(-qhKnG7M^f`;0PBf|7Z*aU?{--r;xxz;j zZg+eW8ssVCbMUy^S>21)zUM`?9qjIFAAFIdf@8coRojuFbK!QYPMWdQM#<2G|H&Hq zU{J<~=lkJ2(ez9jxD5jYKBRuj@1uw5fk*E5#>=&(t8zub;4q2o-keaClrm$e_RRQ)6I0cH6tKwLCPFQr;2lc7#^3CEr=V9Fks5Ohx-9hj*ZUH z4Q-6o(qI!-#Q!tZYkr@C2`q|c8(K6yY0lc-s}qPoZIy@4P}#qO%{?W0m_*-LHNp2bqGc@-o)L;+DXMGBU2DB6|V zh5h4qW7aQjL!R;C0VlBL4q9^g#&@k(8J*7GwD?cD$E?Ms{lR~Y-m(4fRb@2YB5%FZ zW4?bO^jJh#qgXyjhEyk&@^9iG6lN5!l+2uK=jFsD9JXc)v4P-N%2Ob1eWMxP#Iq~Q zVpBP;e~okP6**eGJL#Nvo7Nbtf!prhA)Im!GIBNgF{KdshY!`PM8PUs1JGCC5lT{X z=sN;EiTg6V{+Sm!PiUEf)(HMt78(-#a|FdSyz5FNzR}4hmJY_|1>vE}Zk!M~9nrSM zQ-As@Ggv@GubW~q%0wzuTtLM8C$1z^DpCxLTdi1Xy$Lnb>w>zMLTTjBkhjawq37pk zs2`+a3NO^e;6Aun%sAQQ-F>Yiyz(nK$4e+F{@af0w|#3VNv2if$2muV!EfMt*Os+5 zTit0gD%yjbKE@0pu3kp=W3I|QU3XXSsWe^rg}n9QM3+>lqUT3t5EvP&vk(0!Bi-U) zNCQl6UV3g2e2GP_t$e*~xZNNvWF1tOzq-?AifhJPYP{G-{Bvi)=PfZC|E&h)DF@p; z$Tg(&bw767JvNBO?ceYB<-0LU`S-D^!iLJ7;b=>#kdk@O+gr?v8M8b$(K$=^TOFik zWFISIuF`PcFc1v;efMWx`{e;w#O-QY{uJbKG=#o~9z1u`V<(1~x%=}?ka{fewEwH2 z=i+Yx3U|u|cU)^kaPaDmS&-E&(YycVWYLmub?U_d>(K%0)sFy)M=W zOiM}(>-Db$xA8{ptZ<%msi1BbNa*-x)StLXGNbj;xg1^mgi)P|cx@q}Y{uCS;ZpTQ zE<>5URJSV3SsJ`P9&)1IE{<}uV@d>XQ~Lrf3ju^!a51tBG&A&;+y`uM9OU{$v+mvU zgg?7|_5%~wqz9NEFEF#ra+G9H@rm7wkjyy~$4(%@k>38DFoP6kTl#pF*|C0MgJxvf zbK|B_LBE`PLi%Ey6UZNVCB7YB?Fo!90EtjO^=jGjo!2Ft8uI&j*s@BnJwdjfSDb>j zF!?M?@hkh_&0uu|#J?LeE$ROW*m@-zZ|z1|M4!upmHXK9G)LZ-vo#Ieq}+A6RI>FFuGMGi&#=z;Jcqxu2j-FFBzn|nA1sMa~Ia&g$2Bh}w1iNytmtn(n-9rmPeTM*$| zwR9;u$R8a!3uGcUpZypV??;mDo4Ip3YHsR{6ri*1tIPpWi4yaoSGI+)-D8DSejk1~ z5p6YA2E6opTFN-;5Z*W8^X3n(X(?8=1%5@8912fYK`zPf6X3We>1Fiv@tdhiOuq!* zskkW;6M_;^cR9V+XLC(hT(`+1b;|km-{vnTQWx^XeI&|p=g}IfA$Y}8L}rCi`VX=b z^m}npq<;!~PgFc*gtmhR3uaa%M17|H6s$gv9OC|w%n{r{)npoR3)AKK%qyh&YaG4{ zYT*ktUi=Sp6ACmYVAG?EDcZOQ-i~I3B93=QQ)z3YmTOJJikP4zT&VA#J8qd>nI zHZCxk+ZZIw3Ue%WD!xE(FOlaw!1YGnIq!MN`KsJq1VLBf4kRvk-6sCDX2$x1tJ&>e zAAa__U(Nna0iG6zt|=-H;xCr^;Ymtg)6=U}ueZ5S|IZm`K@CHCYKTB0F5TKT$3+6= zJWta!#xW4$>t^%s%Qn?>lSFTK}0@Gi%Pe>*~F5p7T7v*!#Qp z{+<1anPYv&zH>YuQLIzH;ACpFZt&3Ey^AK>n4y&4mHfH#4}x!+?whNM4+bS}7R$Xj zweNWoFnKcdrdO8fftuT0gZFmV=JKQM6wCT+apYjo_`vgJT59z)7 z;fHhf>mjk^vt&HDF_g2<2Uq0Q?af2lo_^RUjtaYsILj)npX8)szQf)|NmR^Wv~0x5 z6aGSVaf|hIWNhEcd?DSo_)S{7@`Ah^cGT?vlx0(3%0*dzt0McwX7Wz57gsKyJG3jk z!6H*@`>OAO7c+e~hfl-KqE`U2Zfm+3ottROCC;`TuxGs3e}rp85FFr!D(uiYS^adO zi+sGG(zu*&Nx}CTLjR4Emhti`RTN*~s++U|iEZHrfroo}6Lyz`j$Zx}mnnV3vLn92 zS*WFzSox1b8ahhFT5tO2zO;K`{RuZ=g|iJUh!*AbaPue!p8Rg&^VzVq6O zYbV&qI{_UNQ_igN>xiq&?dq)VA*=e{HSJH9r8>Q(sWgpB(x?41r?=g=Egb5d8f|#* zp7-^&V)K%mFy#q=)=@LQcJ0kXE;C05r`#3W18(H;sMworXRj>t&xamO5AErPEZtO-kl zt>Zm-i@k`bA)D_zMgg)6ZEX)5?PUU<1{R+3uW#}F>=($WpV~VXY##1@y_LvwL3_nw znl}sCC0pw*i(D6QJSt(hbhX%~h>bM2>Jx)~+JRHPrdv`A$*|LsWkhwIfyNMuX~aw^ zSLAl3#kZecT=<9ItC?l0ja_sJ0~ygIy97&8%2MeD229VnPpvJQfOGhz3iobbB-mr1GM3Si2#5enuFQAJ!ysy!Q#)z=v zhBTRDniH!h(A@7!Y4!hnS1Fe|qwfW&>D~2_{l-@Fg22utiOot+bKBe0i*NJJea!XI zTfmNW{IQ+&rWf}Xw?TZT;AwOig)h^ru%dfgax}Hpz5@a5=e^s(_BZ|+QmkGPAftFz zsQRMMRKdH7Y;Wz{3mpL)^WvDiO8v(2sYF_)&b%z+=lD%A+7FmI*M{=5+jM;ov1v$I ziQe*=$6H^LvZ_A5eqF<-!ML=HDk=PY!)jX8)C+#ImbTgfPu^<7+bZ2Od$ZgsH)B}t zma^|fOyb|KVzN z_KwE>;9a0WIz#wBP9D2gWV(k07->4j(NE$73#U43oYrr&oD|qK+$g1a@>+Yk*}bgy z!fXbQoJx5cqr?L>LF>;NLp>82dqeGO_^G)b_R2TJ=-=&lNztwerBn#vUWj-v`*Y~z z#>IC1`RKkpS|a4S8MmT~KVDa%fi5>nQ!L@zvn^|{b)`)4hAUjJ0^b+YBJ+J{R2D1| zQ`dd<3^+T?qXIAT(DGpuRGV&IIQNK*g2L~1hp1n`IHMy&=;xRIM(AJfPeewHkTt~z zE9Y9?9R{AEVDbu7$5tl1PS#)TP)E=uOm$4X0e#m2VsW~ibXo)FC86s%bRY~S6F7`D z$@9}==4|dNTci(td$%AE+a-W&H$dFG$w@Dm6)hma_JYqixIzRcz)q`tZIz+%Q=>bN z$g%Z|rPw(Gf4%3=E|J!hsC)>iZ6DQq*Q8aEBXfs(?{eU7EBZxfNIQ|qlRdHrTw^hD zq^C9?-XCo-#vI2tO}R*CC;_&!tfa&vZeE_ycGrfW+=)VOt6kD=oNop#bhN#injWT* zPQ3e3w&w<#a*LLq-~Z5JQIN^E`2O2_JrW?G^{?&?MFJMqxRqE~K|&8tGzb2S)E z^99^bpfqZb^s=<{ypj4t$p;xv3}|RLtNd7S)6z$^lM2$A)vMF5ot4AyL{Nlm`_eZ> zf2olC@V*WIxTaEp-LAcrci_3Q$JaREgi?il3EG)8n?u)XJWybeY7ain(HP2GE>{!y znAfSQFh3LjLN0fCnKMXw;iK*NL0@0rdd+rc*mz%P;)h4fvZ;v_iiM+s%KP4wY+?^F3e9<+`l>j?qlsYW<9!S7BGt z%SNVkwgqy7vWKYm4C`5ZPZ4f%{#&^*ZV640_$k@GNphqs{yL>`&@1$C>(Q&Ew?P?Y zm90{NR-MYJCgpwslKi+?M>*DuR8IHtZl`fNN6zmsv>&fk%QdzMzc$2=5t(MQx)D}+ zYsSBaR*mJO41ofOc9(<^|_Ep7gQ8uG*#AE&vM?7uvd0i3K%P2}Bzf8LCylVn|iKRUH7muRHFB|)L1smtYw7!Y zu3Nw-cuH^<&wo{&cLf?kVPTCnmt5#_v z$T!buj}oPG3RqGLSnl7v46Qe1@#Cc>Lc1J;s}+TIiU05zc$Mm?vXhD{sGm>mP)W;^ z7%nX`baFY2X5@*6Qa%y&7T_2-lxv^7f|*fx32&`f?S0Hn%<|}(=E(@FqsyP^;>cKx z?Zf+r%obZR?<7G;srHj7Qq3-Y@7;;q^ekpw)oJ8>{8a0ocv2zmpu4K-F${YLv{~#`%z49t<_%EYi2@5m!zh9)nm_3DgC7=7( zm9cEG{$2p<70zAHzs%h3GnD@VYw^DNJHlAPm$3bCzSDTxbn@IdC9ULN)9hbbnUPKn zEq$k4T~JDYv*V5SyUNlj5~i||sBV?aCOTt}LaEbtI@80^>~t)JtmP>d+7*E+3@Y5q zHs^+S=w~#v#)q_MNSI1}Z#T?W)}8H0T}GB{7-!cJU#VH(UWD$&Sy@>#_yHUD9gLi@L2)&>4McSYPvI@QgBHkv5u5lF> z${NAs_g!bz(&=knj~D&R^78TqHk(9K|9PfjPrj-G#HHTMjl)A{Mt=pPemCgHHncK; z(tT#Tec9`AAz>@ez9YX>!1eQIo$oMl_$&8K_s&}z$rss^;QeklT0*OwN=iln493)} zepL;#n~wM*ezl+8kuyC>c`r&IUNSz6wyNki_wm``Q4^gQGcArB(z<&ySrI4d>35D6 zqA<#~Y0FHguw;)Z%HroLnz+_WMCw8B(BhHv_c{s1p#Q&eq+hFf`NQTJRmUe!-cX8% zQZ|(j3*SvnmjvdyA$xPVC58d*-=QC1QHUm{1nRU_p%VNu3lTu;iE|%y^5}dsFK;Q= zEv-kWzX_!*MT_~NT8XahKcm=ku0^N!8JGH_h8JGN&2KuMf5Z~kvB{{Yo`TS2iz!(W z^b{6`ks39{`bWg7dO{`Vv*mU-3OWy(!>6#t%&6w1cQmZ;`#erj;(V2>LKw&jpvkpp z^i?XeGM|*^tt-1w7pj^t=Xm5l{-rUXeZJSwE6e3QK|qt1?{;E}^D70+=&=z85u2&+ za;V)3X`lCp8jxhVJx-Kh5;GBYXr8x3X+2&DrMT79u(5#J)z`^Alj&sJ7gBpNn~3|F zG=WJ{#86&yalpbt!Q%1RDO?JN&M%h)feEV}9OMhdBJER!Ds0F~#0qx#hQ=Z&btId& z{{Ar%@Ma<&NC|2)l>iK}3^O!Bg2OAYS^k^_NH^YOREyLrA2VYoo)yIMF_1CrfhMBC z1STx}G$H}HCbamWdOVTZs;cTCJz20iZZqB10oHcFG@GllS^(3!btSt>3YuIrRW=~? z9IRk_$ER`EwHy(B+CDxdBUo9iViVJ{cw55(X7&~Gr`_5WfCeXCJo1;pXNB)Mse63h>2eviPMxe~6L0?Es)5PpOcCi;K&>{*UFux~u3c^_`xc z9s?->P!VoO-*OHBOfoa!JJcmq!U_4n(pVwL3gdVps_dV6Gb z53pML`uewIAxI^2{C-9jUkCt$fGcX8F9vk8T9IyBJde#_u4=|E^WO^?#xUXignr0) zJpj?XZ&0&1H@AZx2(YPxCb1Q+dmGaY!1&>c!Ei4F3xA$s|M}Qg(aUU}LYCjLZ~>yW59lB+J4qkxVU(qXVD)8 zCD#)<+3=06jW3R}*MeON5sf^^Qz-Zb99#}jz-OM0=Acun=6FiX6>Qnjm>^2eiYCS$ zQqA@cV!+Ey8~IYY5~0$VLy)=Lj0jlkGYs^N0{fA>UFLG~UN6|^ei7`m2xRpXT(f0F`tM+)ZeZ@0? z$@7KHC7NWWEF#j><-S*(-VO%8Ycc!dN23yc{Hq-5M1;^VQw2X8nsE-Gl)$v_I+xPM z_>P;GS53}Jr*b?+{NWDDTC1xk5H#JwT~tfG3SBW7_ob4$hO(|}(&F(lCf+QSS zzysq_uQTW(dvr5URL9ZJ`KBkUK1*Ze3C|*!W-XRRx85k{%aOh%w16z|hqInmg7Nr? zS5if$(fxNZ9`(xWyZ+j)*O2sxz6IQo&RMF+g`Uyfb|RfX5z%a;YtUdkkQFm9eP0H? z%+@__U{up25mt^Iuu&u~wOl>qGb(14rKgM>HB@MquNJRRl2VnRnItQFRN-YJf6usW zldc$2Cm*y6gkV2k21x#ZBc(;DO$m5Cl-IsUpkANH3q)R(_L9 z8c5;OzR@U~+7lfb+Uw1&3J5Ip%1S8_6SV5@cl%sXZb^{^3{UL}+v*9l-}USPI`J2- z*Yfl87voJz8lE6RDL*0~HHVD4l{j9ORZxgXZ_w)}C40C-4c7U7)cSDY8()BJsn8Y+B>m;1J;hg_Y?Q9;cU>9G4cU*+&d;AJHHo4W zpKS>qS}Oi)=KN6qy`TW%kX|w8c|JRIV3*!2R(%Zh(Ya>P>48;+iBnC>zK|UOMZEA+Sb9mhJuP zL))H28GQGnWoEWG*qSF)v-E7z9;x^6Fg8X*XVE10!)2wl?eWB}zh<8Dtwz@;JXvSw z!vu%Pku4XXO4OGg6o+8&$cl)+Sh|}Q&I0HDYWR(?*Z)@L|CP7=Ka%_Zk1zV_Ue6g@ z_jntiVlUk)BebKICOw7~^7tav(?B&?)~mqoGq32^zV6+^#<<7Hr&VF< zWKn!w+o%^!U8_)k?TV|IR^XM#55q`f)rZN9@pJ>5YP(pP`zM($KOVo9VS|))dFw;V zcolhxWmS7H&oXE*nQo0W8%e9Qo>nX#G36 zB54yi!Ran?#;;TJ1@J^bL|Rus5KAQQbt+B>@m9QV{7qABe+pOc*>fthd{+sYj6Uau*OAJBAbO8XxX z*)De=2tqV5^#vj+AO{;>w}$@L@O}u~kEzhaM+F9cae6;mS4m{R+U)iL zkq&Y0a|$>n7O;kgeUSqUE#>9c;HphI15iX$p$#2R;MaDYMP$P%AJjD&kMf`Oe8tdS znDcosF94LB4_|uvSOX3blNqO~s{}Pg`B-kxRRtLdFr?gzAg6DJ^cePM{<8f#y)|Z0 zZ?x8mKmI_0&4-z%Ixmq*+rnJYwhN1|{#lp~fsuO(|Ohn4TnyW#e5jNz{ZddoDG z;k48>nvxB2kwmLr2?ZY=>WQ2UemFFW7zFiXt&5-G_Ckl1&`w$iuz3Z6Acok%AYEhFsCuRw=i)5tDyO|k ze3yW~d9a)Bk+5W`ZPz10sGz7gy1Iw)#D4G6g2-GqJ_F+SW{(7OZGVPL62b>BEQo{) za5S|D3>{F_qLu@$MtSpcAelg{FF^cGjuwSzc;l5Al?uKmogUHP=4#dp0@WV#nP7b# zx7uj@mVlcEU+B)pBb8RY!(*+x@GS;`IY^R`=u8K{XAJ)>_U_KhK(~YWD8F}9ir@eo zF@IfJ&PXBy>yK*iYr}9Iij$55eE~AQ8K8MYfqCOhqaVmeXxg`4f9j6XF-pZS+%OE! zol%qgh{#B4-uP(9%JKnF7Yld7{nskjgsmK0P5jA|hPPMnd^4el4V)kC*QtIZK)hZ z9{6B{ZlTiQ?n)Fq-Yy`91_lOjdmt>^-MZ7!mmvdej%Z)#br~5J7Pe$L`eku@b-Xgn z_l2BX``52<*&O?|@#XCUU&Egp)0ml>0t!Z37>!?MP7VWjZkUtCdF$1YVjth4q9RZN zn73eN{yD8K3(>_JWbsQ%qlSP|g^xw_1I9FaAQo=qg|f2K#`i}QbhNbKv?XAI{21E7 zmEWhRo|vq5Scg@Z4M^AYloU_ji`R+!vo6Kabo=4aK!|vW0u4*w-rgSGbmiZfwCCz!hryiUPM;XR&87o2}YynPpQ z_vv>&X+6DpfV{dcb>E|~=1l-5E4=vZe^daz^A3&}D%B+MQ0;at^Z>lk@3YSyQ4%rr z_*_Dn^He5Xe1MuTX{7zf#%=I-eC;8CQcVjHHEGsT8->@Mx*Q`W1xHfdB zkCjg^pOW;Vr1&5Us#m84kuS+GaUthfRvFyh-m}Lok~b+gNDY8&=z~Lw?#t)`Ht)lS z4}-~tPL@)G*I+h)0qHPdhs4~}=zgLz`XiV3ocI&LUP-yVb}kMr*h+1V zmyggyBKLvjs2Dj9;caIe7qftXdgT1>%22*W?IDB`>j1pPtQiODmkQ;=nmyiB3S-=a za4)?IEkAN*Q0~etY|cV}o=K9Ki&r&Ixnq zdSs-pPmOE0+&k}iiR`Ax=4`N#pv{6L>YORuY?b}0vH5G($fYG;UrzJ!3f;C)P>ngN zfhsq~)}eLaOi2DJk>2d7@b6BDHoC|cVgGFumfYd^$HOW z4-c%EnRttlA}Xtt1i8C6GxPGKrKEr+>i2Fw9)r<2`e_x`79JXEo!9ZGNWq-}=$YuJ`0$mdlspUdgYJB<`KO#Ofyn4_^++4X-sDnaM zU->)341Z?$Z1m%)M>u!5g%NKq-7qh4-T3|)wxOb?6laEX!c07u3vl zFwC%JcBQ7mOe4r8Fsm-*Iqk!T0K!i0u}LSgu5zCu(^qlM4FnVKETY}%a$ME ze`Zd(0p=33>?u>KUnz(WaK@&=wpfZ5$GYNri3ei@KW?*9e3W=c$`|=68YP=i2cZe@ zo#Re_wg^cl@J7VM0P>sNX5rh+%nU+o=xXNCUiIn8uQ>ISgT*8~S#fc{Lm4-P(mK?2 ziL$aDPWbW4fB$I18}jaaDM;#w55^>B-d`>1JBL_9J~`YhACp2zS!fxSkNLIEZc^S& zH|(z~hlCEJY8er>Hv~wj7z^!e3-bj&ZdNZ!J#q<4$Ls4*E8OO!>$VgH24!7^&{W8U zy=B|OiF!P5f>{6k#LFo!8!t!XU)cGI5I-ryy(V8LYCD1X)c0B}PZ0zGX+7521J4ld z^+IP@MN;T-sZ%gh z`O3wjvf;pqhb~I)XzRZZzEy^MU*3J(?wy7>FLrcj^~;j0bV7CA^mz0!W1>HvA6N}t z;ibOy6KCdknxa<2B6S`;9sj|(L~9t%a`|B2exam9lqjiPJObc5q@3J#8%+|N;UEDf zy_D%&*2nWLLx9Ov%vDiPRyN{{TkME)fcx{->_sZ9V3wXaN#T?E7G%cq?{()#B5IPd zHG8?1Z925f?DwtkinSolPCe@F>oWoPDlsuJBQokkS{fBaCM~!Tc*Qc+LsAa|9fKul z@A}m2&DY>4IF$V~nDMf&ZEg2Zn9P9_ z8^6dyI(c`sct|ZKx~zT7%Ay0NJm?A+kc&G4e?Bduj+dHFh>2GdV?4*ty6rxLQ90+V zx7CMiLCm*^(5yr|;<#RVz`#I>0%Q-DN}Wy%4u$a^k%BhZM6h-i!v&r;lS^q|zdoaY z>r0;GCSHvok9v>MWKd@TH_NPAmNRmld^tC3_n%z4D`TQ#$y>9xWENL2qZ*d`vg8t7 z{qbfplG+dUIxOd43I2qf-wz0UcN!EN<`tbhn^ITj4nj1PGKgGA&?<$aOS=#=lk~{E zBk&2twL6 zLJ*wczV5%qrn1BmeOni|kHOtKpC0d%;={6+7_i3c#m5Ox5A(J>@%=n*a0t@%; zxDQo@FQXa2Hy&+`mYVprPFpH5L_+4*vJ-9r&N6vp-ws{EBB=)D1+UY6k5fonm-k4B zs~#-+^L(V!jGPCqy*HPo6da4pRjYh)%x9EcrF`hG7$I+VpAKX6p0xaE#FzlfE%rd7 z<==)ka_wxot}#jBA8&OYm)vr*RZJF zRlH_l$$bZYbnP@DUSWd4O(YwfJ8lHHq2&}E`x%Uh;C3Pw4cr-K?V-n$a5y8!RvM(V zREWIAtN;2t_Md_)lq0_r|6i+I{#%XxFO@@uixAg(1K`-T=E;k`OcfItK_eq08ks~%+q=+3E9_6fly`J8UU$H=;NR zusJ&j*ld@cH!H1A);350K#&Zgge!Q|`1tt4re$Ejzrkq3=ytdt`P1hWsN`Zo$MzH$ zl@dazuD^ojLD~6PPxbm2j;p(L5P?gW#5KWc2%p2B&jM{GcdSQ&a}ft=|2&$V|$**Ukr8PX1ZXSkpK=7;UHn-(nTsY!bwJh;j%W`w3Nvi&fb|ElosUJQJ z`yEkk{5t3P306W^sgDhep3mcZy9v-3Km(Fe)^T%i?67*~5sP*l!6;I=O)J z4%8bKyOK^ZD+$8#YlKYl77b;#%e@+K9 zgM6>W&Iynh51Bmw=0)hk09B$mS@(Q(GFsECci8P)+ZM=7NazIYA>INle0 zc|tlNZq44P38Imx8vgKGf~|m5vl0P*TZg`Ch2=DSGe4^S^msj3=)}?8z3wp0qW;*v z@B4rz{x6+X*b}1^Jz_Uuc#^4Bh0e(!g88?e&TaXSyK~pj6acNaHOd@*-|m1=(-l{v zLhJKc3N|8ah>rtYw_$3(wzvDWY8L|7o*Ql9G#kX_OUuEbAR8{q44D?yo98L$n3<;_ zes!#5Xh)Z4Q*?cDSQ!lRb>91-tf@(^3|b9QO~-wzg-7!ge&xFct0&z{CZ4+xq&C7fkEBL~*J|cGuAZJAhubn#cJHI~$#J@f zejRjqOd6)N=^mc^TK53^-@3j1(x5ZmsHD-5T{@04$am6tg;6=Op?%nJD?~Gm^vF+uDpu z5D7Wb2sFcvzUEcA_07nnq^TcLKYX7G2-E>CBr_zQ-zn4=bSw#@L!}y8qCdr3kJDA%>Pm?hrip=Pmbk;B z^=aMX^cN|geQObvZ@xoW=@0^R45ih)YB^p1S|wyy{S4vu;%yE$cd8qvF@20Frg)sT z<{&zN-NgXMv#%dn9y{LTb*hoVpv6vQ0H z^8Ko_#MrX>dmq~X7p;&w-_+D(jLu8EVS$E2>14q))@_jDu?0!hS~Om6F$EeOUKV3z ztEEF4zXtN%?LJ>1%q$*>dtuOnF|S~{=HlzY1tHjVngi37%iDCTX8h?D^EKQ+!PUC# zW0JC9Z&-0jh1^|X?MZpOM$tm)Zu&p(?$+)jt4lY?6w;OyxXKKXke!8D=5WQ)w9Bi+f~yzCX6Hki8C)DXZ1w(P7hX@u zeaNoz+;S2T2J5~64xp27{bxtuI`6cTm-W z!>tsIG$Uh&77PEzr*pCaFUY&xp|qRM3=u@4FUF8zSn12zGJ*%XsZ_>m>X@BR;1+MQ z`(-!XlygjkP#u8)K?=!lx-~%9x;7in?|1s4EDioY2i3|@%Fd8@d;^O!;%v;08QV^IYQ`FE9bXXe) z0Snnu14tNR^4oA$qzm>FOiv9YFsQ>mR#Z4b)nY4_qOX zQ%ItW0(KY7BJ7-P$OBWMAiUVY$kL25(~-xx85mjl$LwLDh&YV<0d3C$R#m6vUF{Jj zgLq{9lj_mUwTjtyVq{K~k=EE38!D`3VX`*5JWh%MXNbT!XBk*Rdt(+z1qDXUI{un* zQ%(r4+F>pDNqz^dDQGcS14E!7FaIr3fR8N^s<_ysytc44{84JQJtB~i2B4AI&+Bk_ zCX7Z#ksM!BQIQk!W1=r5;mTk}oj}OIu|nq_mk+SaPoS`2=3MT|;c3B6LJo(%>R7xm z=TA{_>_)wig^XlS?#^@Z#z3s?Vp6(x&2T-(}yfx+8}kG zoZB)PtP=zQZjz*+Mn#7!*Jv^4NNzfK3MYf<#e8VFMUpeAON%N@6vU;zv>L1!R#pAs zKt9H2LYAtuo*mw6^Z7O=K3n1rrJQhH$wlmd%b}#ZxVvX}Uo_Bn2=^_>JcXNYVX-}A zN`u*szxI36Ej`CzttZSqK$60@by_@rLCOb~syG6csGHi=qm70eHvsPgdQr)I7KCRv z+3)Ig@{{?wIsUz29gOd^=@J-vsi}fQE?QSY$-oK3J}y9q18R2FUB=<(I6kvb+j%Ep z1UJa|=h!Rh>N~zQB0<-m_k;OSg6+BIFga?N_j4DqpUc!UD;3;@O!{$C9hf9|a;Kxs zmTOn9j%tFY5N`h+SqY2boqq|rXSodNi9#K*OCB6Lrjs>Jtb+SYS+Mybc2*L|#_V8@ z@!yMr7fAQ}O@x|vAdlDj{vO0EemL+r$&CLIjHY-0e>gh#UmOPTJiWma6Uau=o&5V~ Og1Cq@BJZ)*>;DGwq-X2^ literal 0 HcmV?d00001 diff --git a/omics/omics.html b/omics/omics.html index 7adcce7..543084c 100644 --- a/omics/omics.html +++ b/omics/omics.html @@ -351,7 +351,7 @@

Omics Data Analysis for Group Project

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/semester-2/workshop.html b/omics/semester-2/workshop.html index 1f471da..7444246 100644 --- a/omics/semester-2/workshop.html +++ b/omics/semester-2/workshop.html @@ -226,7 +226,7 @@

Workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-3/overview.html b/omics/week-3/overview.html index 0404729..68c9655 100644 --- a/omics/week-3/overview.html +++ b/omics/week-3/overview.html @@ -328,7 +328,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-3/study_after_workshop.html b/omics/week-3/study_after_workshop.html index 0588f96..2b8e011 100644 --- a/omics/week-3/study_after_workshop.html +++ b/omics/week-3/study_after_workshop.html @@ -321,7 +321,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-3/study_before_workshop.html b/omics/week-3/study_before_workshop.html index 9d87f53..387739d 100644 --- a/omics/week-3/study_before_workshop.html +++ b/omics/week-3/study_before_workshop.html @@ -388,7 +388,7 @@

Independent Study to prepare for workshop

-

29 March, 2024

+

2 April, 2024

Overview

diff --git a/omics/week-3/workshop.html b/omics/week-3/workshop.html index 83288e0..940c196 100644 --- a/omics/week-3/workshop.html +++ b/omics/week-3/workshop.html @@ -416,7 +416,7 @@

Workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-4/overview.html b/omics/week-4/overview.html index 43475d6..c50b719 100644 --- a/omics/week-4/overview.html +++ b/omics/week-4/overview.html @@ -349,7 +349,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-4/study_after_workshop.html b/omics/week-4/study_after_workshop.html index dc9ee3d..ccc0d52 100644 --- a/omics/week-4/study_after_workshop.html +++ b/omics/week-4/study_after_workshop.html @@ -321,7 +321,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-4/study_before_workshop.html b/omics/week-4/study_before_workshop.html index 7daf985..b501a78 100644 --- a/omics/week-4/study_before_workshop.html +++ b/omics/week-4/study_before_workshop.html @@ -446,7 +446,7 @@ -

29 March, 2024

+

2 April, 2024

Overview

In these slides we will:

diff --git a/omics/week-4/workshop.html b/omics/week-4/workshop.html index 210679e..ee8d38e 100644 --- a/omics/week-4/workshop.html +++ b/omics/week-4/workshop.html @@ -389,7 +389,7 @@

Workshop

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-5/figures/prog-hspc-volcano.png b/omics/week-5/figures/prog-hspc-volcano.png index 76fea7408dc19c504feb7c75cb83f7fadf81d931..c7fdb95c46df5784a0d16141876ab711c2496063 100644 GIT binary patch literal 92422 zcmce;2UwG7w=NvVQNB?T5h+qfP*AD}5v1w>BGN>9je_(NLT>>^M|u&JUX|WEp`$`T z>AgcFp@$Fygc{&H!P)zqy{~UyXYcc0|L2SslDzNpK4q1A-D|Bk^ofQt?K#$S5D0`; z<&ol32;|H|>fe9-0zR4H*}e;YoHbWfR)ic=|I28~eFr}I&H0g`D+D6UL;ZWoD_hQ71^3?Fx2Ofst?#0bR3%TwKw-3HpuO}{Te&!lG ztSddJ$A|^XG|KI`!}R%6HE6(e-iUKln1Y{>eim+7@ZkeOk8dyZX0v?*U&m_KBfb@~@ zhX)ixixO0|Ww!BeX2Mhf&{$ZD+f#{9QbY2#1n+p1Z?+siFS_!g_aG}Bo*d{JeN zMrzWG46thl4Zci`)W zUo;96Y2=aHi)XQ*3*nsEHaGk<`#U(s`(J2R+0MvXtb`d<%02G#xEDJndX^lHJW!6( zt;(RiOkL%k)B^hJb5Zk_@v0j&%u2SlZfh*2Qc5V{iINL852(jq#mMn=pwRa(DB(lX z?ZdM`EH0~L0SO9Jqz(Z2Jx0+7eD>%%btC`BUu8`@FhgE^MuTm{hVsRsI-)p|XUrjx zRrqk87G|&4lmDXc)^ZHm{CB*fk4^N^ru?zk)C~wkyuB8ID``2}chEmo{5o{!Uni^! zRt=Ef&o`4I;f;HX$qNLFsC$b^_9fq_!baX&tL!`42{`sd&!u|KPL#r01V>L#+!$2w z6}KNPny9pnM@f6Gr<|;ic({W}zw2m(p4%o&RT^A)k@~M+1}AcB;O*PD8y;q6W**_E zAbBlAn(|2U>Ih@-nKNe$1k^5VfeR2(0=as>1h2V=l=CW^0d1wE1w(fm0;g>+cggcg< zKjvDyrWp7%x}8LU$Vj~S`ew6Fz6Dzb6#L(He7PQ9(&h0R1QIEVz_uN%H;7E>-nV~_ z{TCW)V2vSPU#1^z<*LRB-hy-aEPseMaZ%Ch0#Z`yy}3B!y_Curj5$8qIe+e4g#q1* z_(ybvf#G~@>whz6z%KlLYu5jO06SdO2bb=)ODOtGiZKxXKUtc$~V=G>z!s zFs^a91!ul;he%}qy8`U(m*bN&(p1uh+TV^y9ts9ZWz=qpW#bh_by*5$VHD#UZ9tYg)b+kZf<3@EUvKag0T{r8rp>^`BsT4s)d;+F_^FpgCUq{~-riUsj1=lyS6+bx294J^ z8l&YcxIb1^iThUH-}Zj|{|6@hG)oS!YR@n>?-vra@D@vVw5GZl@TX@k?F@oEM7ta? zgdnYm3hAm59uJjg3UYI&IxSZAn5!Zh$qxh#*h))6U*j!E?YkK_xy_H$M4JOrJnplL zNp83rt*+Bvqax_4-z=pooemEwb1jo`W%9ZKtK@3Z{$#DMzgur)a#XmhvXUKfv?kbt zb!BK}izNSj55>~8X5$FKPwtTSq^&=Hu^*_at<(19fb*%nztqz76u<>Jj` zHHTZhZbvI5#K3ry>2pTHx^ywKnb({EZ11tUw;cDZ-)4^paz(XJzqG_P&vq!s)N{st zWN|NK93VkmeN!?vT;y)E9>Ap!m){UpzK4!pW7OxQFEwG0PG?|_2tDniG!_*Tw)`gS zr3Rw+Yr@V1%Q$psFX^h5NfO$8YOL)5NFm0#m3D!k!%u!K;y2gIb>zHPgi}wxE4wr8 zikk5-HZ+_VEjBK#UoD{eJ#TMsC~dX#+?Oe*hT=vLuMmNmaOqAE1z)^={rY%+ti_*P z2y>jO5#pvo)hT!j5}+5M<5u7R`(M0jKzl|N6f5*mY7d5Ymrv8vD`ktq-P!Ls6W`b5 zZj;|1`t!{-+lXFaAIbJP8OO3j*{0{0NRI#IdwjW3omRl{T1D) zxQ0|}2}=PS(~O$+!2{{o+}za8*NGQ41sF8}bF_^zt#`Xc{85>HSoAso92jK#cnxHm_B56(C(^QE*HtSj7T?hSMvfw$`gpj=mf$8EQZJ z9#slNr8iZYIQjtqL=fG$dmltf%ovRfMA1IqTHy&AG~y@r@vuI+Ch_Gn(e#t z=;oG4p7k)eEW`ORqW_3AS6ehJBwFs$!3+}*F{Do|yd!S7=A*y%c3kP<!(@V9`Dg(>0!s-nH7CC9Mm=Kpb=ijUOyt1 zCq=i1-#0DTx764j;?Lo>g0aQ4vDWeMsD)(Q=YWn6huF_zAC)6Zjm8`YXcF7|IU~8U zzD*8j?<<8f#Y#{SN4|D$QvJf>;zbUrszy@+)?>vDsNKW@VMs%|I0x}GfB05z%G24j zd#+YEI}nI{jmpJDX0A`%=+h^M-$M{z-c;{+9WVucg<9*T9FN5blwIr-j^vk=7WlPh1vZhN3`Pi2F;bJfwqG%iP^D|Vhi$1GF}WGbcKnD ziJ6&LvyL3;Iv^Jk4iX-`I;&eH;W(+&H4LU0XjSQqyilLL?nE?YswR5uyncmK=E`4t z7ta8u&DR&H)e;>tuEn$?6mn#Wn>hbb-+w{(RXw^iw=L+Sm!FDaThn>$kE6)FTS@Db z0n#P|KWeK>1>MhyI8f1wi#k5=P;4W@!Wnk#f0T*EbsS3b@lN|cs`Jk88OA(^dK&9WtryGge|MFv%w2hwX0n>VC^<8v2VX^S5(S=$;P!#l3=NU$-36?pvGX z;e(MW?8{U*gNct##LCd_xnu=tpU3h5?SyT+_Q`qz0IWOZh}v0_fX_|?J5`Xbqqv`v zl5&y5?m#2UPrlKG?e6f8bIOeRX5N6;Qy>g5{2Dw83LbSK&+OpRJZ;xctC-wThre(WJp)ARl?thEoXn;R@qVwMH z%m?$Oy(Ar4if>e9ZoHXKzWEPX^74SiP>#C$ML@JwdGh#lxT?>(;LDP%yNH#pY{bm7 zBa(zh?bx!!*hetcLyo6f{kOmjLvHdH!?Q#LL!;Fr7m|6nA2PP_SX<2nPbzE+jN1dP zk^ocL@X*p4paQ=D3XTi-SB=~u`f_*tC||nYMmUUO{`~p#kzBm*W8(C!Yq55pq!}zN z-PP@ZA-7=~>AefjTZh7b=!yD25HJ%d+NND)O=?HQw{_&UPqA@xZxb1Z`eqlT!`EyX zmDZq{4G`w z82c5-NwF%D^ZDI*(WTkZh-ycXP;JhLGk9+9Ah+m_KHE_5hK53=L;6V3X8lq#_fd~wE#(n$`Qz8j zX5(eg6@&`+scwoA_LyqQs-g7sryJVeEsc;U0Yp2`7&&fU^&~fd=Xw*xmL{yzk+?{S z(Gt@sV8ec6;Pu;W(5BI)%Xl`GrmG^OxT{L*;#>NJCuDI=B zmR(=-k1yvJBDFFf6866MjVO`zfPcjJL!B&Y&Cy|D9>|lZs8|VMn{xD|+mw+WNJE-j zDPsvozXlId=<(ynRy|3&vvPa$?{?Pu0fL^Mo(5b<$S&3Ysb&Qbs>eFnPM^Jyhotcx z@3QJmF)Y7^{q*N)0J+`(mJYIN3+$mt3&jOJr!2oeASLnfW&6zlIau0~??Ok!W+vR8 zlFU0ubZU>d%Gfo@foP-m^>~#16a@Z)(T6~alkZqQuEv3w4?yFpMp^HT`M6t5tShU9 zrD?Lh9^MBQu9~3GL=p41d%1F-LhK%$BvLaR{ zmkt}O8gf>vGu78tEv9N5ser}%AVREn8NkBo84YPd)kgbArSLc*V?D=os=MA?>{%cr znaiKZ6&P&qQR9}sq9Up>!TZ4lhiq>-ne0+KKyHqixT*vBSDas3O81=ghLYLEtkj6J zO8?Uu>G-Q*bvd9tr1pkA9b#%sd*4m!@Q@e~0Co%ruRj8TkV=iB8c%@C zG*hL>uIUHU8w*`szDMAxMGL7ZI{fbB5&d`+CgAuGAY%%73?_mJD9OuP&W<;$2M7jm zL{Deu>|qB+T}L`#nGF+KdOPWFD;)F_e=R;38(&Ww>`MiV+;m;F+t+X3>elP=44heP*NW3wIRmRIXv+xXXFG*Dmk6;bu79D2pBf7e% z{6h3q>lD#vp8}KN&2@QsHhq-R2>~jRxvQH))vN@8!Q7|$K$QbNzdQqu%edBg&X?Gv zZ(uN9Z9g`Usmui^X9iw1mfO$nzd9?knwPoWKx{Uwv}&Skbb;%qDlAoj%G1eHegLgx z_nwcrckiCi)+?|T_YcCh=m)?k;0tk_@HB_Chs=5{E=qd6c9HcGxL`FCDHKi36gUR` zUo!*4>vzjR(34?mTn#mYu@%-lG}E}S%7i;mUdnoi%NnHx!_Yp7i)v|RKv4u1OC}dK zDJi?-KX%*yVj1F7jfJLBA93Fp z0~T)D8U!q5Q=_ciaNf@-hk9CbL2Q64-d;;Yn?H)MOvY9Po1^0<_p^BXWhG{3F9k^6 zb781lO`(!h*764vKSSh9a5S<$ZZ(C!Yt;}!&gYKAED5N=*vDj<$JCwXl9JTTo2m3q z;Ms$bX)g=Y)BDFBW{nl~=mJ}-6YJtQ-2SoF((F}f{R*1tX0{SFO#rFVIyPaQ@(|xG z;KM|!qlKQRZ!%Dsa+^#mVR*MLfWm*c+v8Aje~;ixHfAinDl*-0!lO^-eH?sfR@;7A35sVi);s79Sg( zoY;LfXuT%8bk=8mQy-fwql^S5YEl41X~^S*ySr2;T5^V|9(Za^xeDL3=#ZBh>ReOW)bzsSpQJd`2P6GoCpg1=6)?K7&vi;G_gQh zdMzZ;NIic>eUtKMpI>flmv?X;G!c;^KlvbP+UOM*B?Dl-10oUA62OH2Q)-&x5`IyH z$_`rhrkoJ?2V1tQN$e1aZ%-1`KFwz}KdklR$B%%1aW`m@P4g{PB0lq$p>E(Qk>ZF7 zxA55qC)pCFG8cPQ%-{chGFcJ5tnl;mffm(&|NM3{8f9^bDl8diF03=r>^KfcpB#Dr zon{{|>O{Z+-tUq;43xBT?xOwsR}j-;0%U@=@)mWTtB75|Y+VD74_qa$ut)pzx9?0H zZtf&MAM-g$&=?H{mXJ`IX!m!S8QKfMuj--5@6$PS;E9l7UJ<@#KO4Uz1yOvHmxp)J zI4e?W1gUF!BADX>8!p)04+u*CB5U72BSklaWvi4m<@R0xT;VOv$H&)z24iA?O)R(U ziVJH6k)m}u%U7uw&Pkr*K03&wJm7GrO>UjNqt*yS_&=wU;2*%0`t?#a+;=d`@9cYG_XH-AhQc4&Q} z{>Isv%OXV%p&u{jmtAk(Q1n{}9T$Mz8SbSDcVLYZsokJal>4Kx*_HK>K{w!qi)NV) z>xU7~S9-nIe3!26{YXR1f0C?%MXWQl`n1cXT3|5ikq7H5{r;pngec<4g=JP#sfSV= zTvyNxsyO4mwm57^$T3ok_hLkNyH##uD)kHlYu0DaB(}$246UBRmh92f(;Z2J17`}K zG(~~5>qo({{u9mw&@-><2^-%0jAv4@DKUt_vfUrZau<8WHmDeOS}P{LXJ=KNdS*65 zk2|s3`gaJGbYYrAzcNbKz2fJqUidq;#(qnAGn;<8vYWVdZ85^f!32~KaafmuDuWs7 zz6i@Jaf*stL{^%us8mr$jyDuQ(QkglIP^yOq0WK#Bec! zX2e(V-m9^pTRVawz%B2iK6_5hGzoH8HfRiq%#h1ggMO$=pgTB2$WsD+%}v*UgF!W2 z&gEi3X-udR(@`c@!{xq;2W{Kf#i(0gLDuH}6nXih8t&7qsMnGJmWHuSE|rJ7bC5LL z(Bs$fQuZ|T-)aFm;@Yx&J$@V1JtPwnHtt`Ezq_fvV|A727)lp*hoG^Jzzl4N<@Y>?+7(QyDb(_d4 zFD=JQ8&=}2^^_@GE`+Nu$~K&vo2e+=K0T5x+L1yRJ9Ed$@7fTH;rCmzZ_WVvxYu4< z$h2O3Y5^$o7>L(kg&%8cC8rpxomB7YY0%4C9-C?)?Ut@n;`Q2-9HCK9Nc$8gk-;&i z7Y`bDR}$_B)-NdWf3yf@F}xHYbE6rllhc}7iuN^Tz5NVVrFfMZIKy8|qSCL>?iE-4 z3XDT0HEN+DZbicVcz!+=7cKAa%t(cVH3D`s>oZs7=imThrwe>#5mvVh#oXzaQG&FWQb&AfFE(0H-7xW--DP- z?}tbtTI{3%^_w%$$Tl3XnlahSIVwK{+(1qI@MxuOEFeg@l3BYXlof%jfn%7~i^(xo zq6daeyfTcitjWSUvstjxU#jYt2hTxTZ_0{cTJ#;QedqOS?2V$Dt7FTXuFJ_mXJ_AB z_1K>n$geIEKQZ}L_mT@8l#kI0c58Z~*N$h;^wgA_pjMmZ^4^4X&U`m^6KGiExA0X- z*?1;sz)UZiR-U5gXnkDGKeQZ+seormlt*9(B@aI&H1KnO%+QuWnq8@yXTB6^ z`BSG{h%ePLU7Z>?vzHCYj`sQ;>b$6kHqZMW_@zCwJy9HGc`6%y&hfG))%#Aq8FX7P+JSMxlmQHB zOxdM;PTWpo8>XA6t3D_!WP8%8G<4?xMO>`$PV`=*2e|@TmNEpZK3M913dw3-#Hw?j z*p_R$sLWDphh{I69DrUL%bnu2aR-*HEh%j0M=d!Q$5yJLqAO_${Ntvhfrf{SfS7`ifbjWfXvzSQ8pT!b=!6#({j-8IuTmu1l@Cz$u zrK%T~8ELkA8~u-i$FO`Ix@l4_&*qmDwQL=Pqb!Kv<~N;1>GCI*5}Ij>d@)UVDmcZS z?vu4Y#W61JBvrGoEz!gxA5gbZwz`T;_ww3tKfp8y+8KOpAz8|_aGRMV+QM%|{pLC1 z_bMbr(n4|iPIi=>(6^u7%-j{BHdTk5(PdzDp3_x+!RpzEu}t3vfWP%y!&Z@jd`ndj zypOOI}8bKK!`TMumzI?;9i5^CUfWEQHqvMMq7va1+g@*bNe5 zZ};qlgmeb$=!iloR1nyFwS*mW z6`+gexEvoHEsFe@;X3aTQsL$x7=~uUafRbXy|oMmv1Im15jhEA-iu+UOfywG9_8X* zee^Q7^}{EQKV_#UwZPlk{scLs8IiU3#yfFo=xhMpfZl}cPSOiK0Y_eC31-PlCs@?I z3CP~V+>Qjf2Dh&&N)K{xE?)`WiH37t^=xFtAZwKPSKfpPM2GZ6hCi6`*prF1kI>4scT9?Ne^M)tYP~4jv$~ogJ)aVfq}PJT+ghK9CBV*`zp0 zd4z~?v2KclepWZWUTSob{+X2R(;pF&UzdXp3G+vK7qYp=hY>}NaG#dr#u9*^$lw5( z^pV=<9`Cco2sHBarqZMM0)JDGOB2%9alE+BZ0fLArS_Q9xVA&=I~t|vMX&2=VL+x_ z^_3K_tlRupplgY>b?Xanr4d&E`_|=LF#Ynl@AU5c6j#uJ(!Ad)$DaS#oj29zxbtnhtlqLYhB}6@gCL{~P11O#&2OP@K5!otbPz6;)MmWEYQ(Vr|(+Tdr<< zrPt)$>5HD?bCS7xah+|iPRoRKbF3XIX1-pqJ6n`9yU@;jCo<*?t^Z?S0QtMvOg6dw zfOz%@M$;6xPN&BBI}{gAk99;z3w6bP{d3@!#8djcdkBN$-2+3!_Sc+Q z%l3`h<492U_l|WNs)(?iu6CUZ6mV1q3yK6;ZhTptR@5G+`l5YeDruXg;iz6+HUE{M8QmwK_+EIf?QvXl%3? zAu!7v*Vd8KzR^QZpLq@&BgTXJ^Z2S^HFR;!uPeiFbejeexcwO1I#+g-*#6R8ot2M+ zG#aGl`($j==VBh&p&HnT|C6zf(x44!mveuf1Bla$>r>xB;Ynbsn)hokfIn$%BP8Tr zAvZ@PY)dY+#9=H26|j}bB^2QMO=#dv@cfi2_C1XlM)JZ6CrG~nv32j^1aP;oE^%9* z4#go0>3;(Fx{YGgtPuimh7#K=L-QlAuayI%$H7Y*1?!Cr0on`@>S-USONvhHo5rT= zK8yNO_|kwwJex?Pi)woEsg^3x|KkIUKD+-;1BP+Mwok1Q?7{MbSb}`>>@MOdJ@AxO`VPg}xK9_!vntKC;zzg- z2`DMJeaf=#p~M;YgBgLu_P?$v(C$J?x1Ou-S9Q(=I-W%bf@#H%Q^(8?Wy zWno4Hz5|PAu&ZBhIBhj!vist6!K9X62cU~5g+qV%R0!jE-iG|A=)|)ouW&^cJA(gViulyj|loET*k`;$=keiQO{-V**_@o zmn5>JbFc*@aYYM7y~gv%OYmL@VF+rU;Ng-d%x=w6L`bRvz@_ILs!R=>hOD{uy{z3| zIlI-eQoFmA5XYaRA#H~Y8~Xj95FT-wKM4;X(O4>a@bL^2d)RiBXLa51-GdoyQYfOQ zO}6h!w(3*+mdo^@xM_5Fn6V*U&f`(h1g`a=wA~ZesI!oMtM}P#aqo6a_9R0AVe(_j zUMAUzK^`}2P6gcn@8nWR&WXDKK6*Z{2_Fv++KJ$yY5#C&?v~CnDz?4CesFYm3VP$D zp8Sm?$K=p2UuHJ2=gMBmGVW=W=!=-xUiA%bYxoqsUEQ~Ejf{d+Vh69~;FbypZP-+SC?K4~c0 z3}f)uDL5&|xjq_I(dqaj&M7Qf_7WbYpN8~RXl%OXNy<|+>~Bu0=Q2T|BG-O@aD}N-q0UiYQ^45n1PQRF zZav{|D-5m)990QQ!XjbFBe&{w~ws~9f6vT!O zZ1)4y@C>1;%Pzcw=RCH&65y`x=N%V8X8y?QF=cIGcVI0fL>d-e%E|evf#5Rozdb8m zu3~SmFW_pQAL5ACXhzMp;n%dg2)TOLG}3O~D5?n%dcSS8*C&w8*r9nF0k&1Tz{bEA z+cU#0bYsWf?0ZIP2X!n2qy2fiPeZD%L3pY${4l)U%tl3 zLA}@M>J#sv+|5g#5 zP1;)l^KnFiA`(ql*cp4=4%ZGdV17ssx1yGW9R~lAE|phP8BFe@Ce{fz2J#de_|V$$M}& z??QM?%@!!iuM+*6J^1EXbh%Dj*NVnLB;WBbEN|(o^7$Xa$mFu}o9m{R;-mXKIK(HW z*vw~F&%!`mO5^4O_9u890f1X;z^=9Z2~8`mH$bLq#1eGc{%pb#XzA$%Y91aZEp-!X ztXx5?dPTFDjp!7nj@IhGcX5r8Zyos8)#lsR6!&Y)_swIPg}i(Wc|`nHO#$DSVd}eE zEE(Vy`8Ti7a`5W`4~-S~p?rM%u0J&DhnmH4c9M`tQ3O7{)Pz#{N3c$c&wW2%bM|p* zHcKd|SDp&fAA8a8OHyk^Ph=yggAw@^lHusJI^zXbCFc&(kIARo!YChR`qF+n?wkBG zhYocdmI&N=^-_e$E%gq%wD2L$A`l{g49U^Hhu{2Bt>hkK)p0=G`; zrIFv0S$(g8gj>7PP(j~3s;AJeVROjBL*92Qqxl>tzfQJ*D2e#Qfz%rTZ5g&up zO6V?mTB@FKGh84&0z~;v%?zLDsE_d%t(pk z2p7SZxVj(juWQX_!v(fi97;oKp1rWZEZxf!YW&BqkbZw56RuZI`3+O!NG!>m02N#LUM7yp3|X~%U19~JmD#!Jr>oPs

F1bk1Yt(YskR5K6pV@fluE6E+YKDZ?;uWt*= zMgT6#Eoqs8g?=$YVW);bbs7v~JAR`$G#4CI0DA)AoXthRiZjqyHFFiWh&`;zMuIH2 zO%`zTk$oMo*{F_qD&PFv_rf|S-^Iwjh;YQgFv2ld$3#q2PWtYVxICvZ`}r|tecG-e$-M)`Y*2eW?}P3}1ChNzP1cW1>qbw)Mu>7~-9q7E5wN?)sn``zj;k>z&w4g#TasQ}3AetiQ{KOlk0LzG@g zGbq2|>a{?RAjd>rcugaa1RsBNP^o>FefU?T1FOT*_VN;=60-2m(!;LNJ@7 zCi4Lr+U6fWP6<8fG2mPW94egWY>)QOAbJ-rR{E#O;S{ebE^O;Rhm&DX25gnnu z1CNZ~POh-UnWsXsK=5S-ERHc0xkBF^zt)Y3rh zY8*idIFjE0W8)7+iR#~o^IT!b^UPiRwh8zcg(Cy?G|bQ!GU@dS=~Hr#^H6&t@VEYB z!h4Mxz}-fQR2e(~NDRN3t?*I%bh#sWvurlJ)c=PGrM`1azvE(PR|lXLz}%{P=3_yZ-dmv zG7mY7r8xExMp(A2>`ouuD$`DS^TEZqd-))+0-E^ah}6S_i_*t6^wsEyE=7g8D(h}~ zFHM8G0;j~w9kh{MT+ty0O+uW;PfHC&cZ9zd@$YnKW8+$VZso z|0WI85%+?%y6*}I;g9#CLqfhCw08tav?4*|tT@%8zlIT*QmO)bk?QSaokbiJy|^}W z;k4P_i)mEGzP9B`t&I`odqU2v`Qir1{pKK#mM4A84%Ms>N5;8|t`3_({ri(bw+P)W zdX}ugWOz`&w4;_~8W&0vz+d)hi4E7xTJgowNPDZcXp^tN$0d=Cx4@yfgn%*s89j6YVnu!fGG2B>+Ns2b@!b(^NQjMCf86%Zgq;%y8RrKxrAKhm3 zc$6}zrD}8J(_P#<$MFXms4tCrjej~0NmwV=tv|^WzJ6hhok$v&{ud=^V z?~i+4dO?4M@yU}*S|$ZmH8nZ`HE8|-bj`;zs#;aG!}V8`&Yb7Rp5>Q5WoQ`>{R{o; z+xwR*tQU`;1%3PD&P4BvJBfV<3$O4gb$#w7zZcgnPA@gn<*vl0zTFCU3M(bAfwBY$ z#F;^@ap(4*a-G6&vZ_)hb1FpAFnn&CJOCiG$%bY z*ogcMP}3Nt9sg@8kw`N0-H)XO&B%kZzy4}~bDClO5|jdgd{Pj1oOGN28ndkcs@<8H zPS>&vH3hFQI2y|y-M1^=Fv#Lrsj01NtzJ$VvB{QtH;;M5(F(PHvyLyYmw%$y{Pqrc z*QZIQVEAhQaex&5c59!OQG@A|u9^1&qdw^Of;?ep4W>H=l~ep&G+t+UXMKU0t9hne zAz1y@;ufO3rS;)tUjq{==6bb55z46w&Bdwn(4VBdQs-lrd7T!Xjh`Cc1`Xg4$ag)j zf|ciIQT<<1-@cD6#W9b_6$N>#-H6NR64J3jZ>DbaF#7AbD;R^cbap;W%s3^@{`}~T z{JoDGrPU%eJAGVR8?lE!?#>j~d^mfB+G-0aY1Q_jb5-BO?xrH4eHL$}{+hy8#&blf zdFcotwdM`wm3&#eK)EbP~-RuOzgC| z!)H`zR8X;M!Jg3CMp#&~D~;I6#h>2YCe3cjKn=J!tI*nVL#xvK-dAV&h4g8(p;=0# z#88gv`M~Q!(;u!PI|HnnKNZy(+rujK(gmYbn+5xY)s_PEzf}*l4CX4|SQ+q7f_@D& zr_Le6|NE_`rO4ZzV*0{-_Kr%@OF8VrkZzK;e!$v`!EfSYUlri!vEpefIic zV9k%}pH{@0{(k(>jw`2^o^|%If^mUT*_=GU6%a_R^t;!z^)sJA=_#nMe-X*2ky7io z=Q1|>Q}OSeboGIqinF1nPk|{=t)j9-;Kmz9pz;L#nZ7JUrH>#Gr%?4Zh~^ehH_*t? z&I*bz_iCn`Tpg+3>bm{-{+UrgZ=5dRU1f{47a0alX#wSAn(;@`Mrhf9@ zoB01^m`ExPU`~*LoB8{~#;)=Q?!WwRtf_6oE3b4`IwR4(>mK}0zDi*I-2rG1Ff#7vO7UN) zi_7rO$W}&L*5rLMIa0Q+bi1ossJSYV49%-EYkAP~3SR>v7;t2=ytA!6H&S$u(T_Xb z+&QS9JsISq(xB<@NeCu zv|n2lCuPlQWea~38ARo7Eg){Bj7$ig5r0awp>@oklFnC()gP9R{Se#n-dV5V>HD<8 zXI$04>6YG%3>nE_d3`We^N2cw+Lv*hPU|{BLN|wmm=nTxKB;yNk4L+&yX2p;Qq6BI z)v(#u?-bydd#9g8)Lc2x-k-8kj~b%HoO9l7iFb`B7nV9=M8>ljZwcv3zax*DsYvaV zvBoB_YR_<=DD1CbUsD&Z*mcD+)x+HOEcDWcGj=*_I^PQ3s9#vR?ABNC^w95W*F}8N zPHYTpE>PWi7)Pi$^c&I5KAGRm$lNVwW2TjFWOT5_WSsokgwWezVKvv_LU`3nq^?zA z15wlVvxhM|Lso!U?gP0=QyPn!RoGMVgx?K^kDi!#YG( z(_wza=Gh8^_r`hi4uoApF7~1y*7;RG_v0KmrYHU}QCareyv3>&siCyD%=n0Qna1{{ z@uy<5gmc~dWQm$u>-Tak>PPxV%5%8vi*r7QXHADp0!#!{bSO z64FQ2wD51Rn(Dk~_VXO`CWGvrrm#CdxlY~u_rYlKC``xCCSY&6cPh&g^|j&U z(xjZ3kA>Rn;*AHdfP6@GscbP=K223tL)4x zze-^IHlsMCi%6jN4g9l5ssYqh-FKw+nS%bR?N(6ZT;(t^_?iqUQBtMzbarQhk2U4b zHhOj^V%wDUm?bCv<>`&z8iI?c>dgS9WXb}ZXImb%aoUo&*s7ml|(YyrsLjTt>B-n zJ~5OjCs$l|zkovL-r>1g?)@&>m=k++<#k=>J znshh6Kjorrs<7>R`|9i{sE~(1Vn2dw8j9Zuc@giE&XV;H4)l!s`HZe*V-nK`Cz$+@ zA9q#cs256d3CYS#Wh{pMK%sYvp89LuvxwsWRq+lauKoDKDtiXB@+5XjZlJEK_a+1N zhLXjzLWiJV*19`kZk50P{+`!L>_Cmz)IHP9=DR61#kTO8o3|9Ak)^@d%8J6S2dCYUY_ikF;T|ea&4Zi{vMA379_%|ecFsI0b?s}zC0LDm0 z>%`lqPyth_VL?Sn8*(nh`jDaUGjy>x2T|hEd7}BSQf)G#%CM z*}r=c+LEsl7T(`|N|yun>cqf(KZi5kCpI6fgPzps`sx(VP@0SEyPX21Tc8)Yd++7T zmrLmZ{-BXjA9nfjR+GQOyD>3a+bF?;AJQh)6NQvG`_yRFi<56OpC1VwxGA%ojV)g zwKbqXQko4~;ECU^8~v}qkp=Ipv0z*#Y zpFDZvejhZUf%U-~Ne>ThG&eWHoA(w$+qaD4r1-w~$#VHE)i(XGZK0rz$N&d=pO922 zv2OY{JstMw(IXR+X$3l2@#kOu0u8#4Kz(`~@)J1jctJz3^X8AJ00aW@`o$t`FaWe& zjs7ku=&;Zkd*fj5EjT5)W6I_o;|baQ=m(Z1}o#*#)UFs!o+;QQN z9ag^gTIy}ddxt%rLZ!0F*P%pb>OC2wVEkzId*-wS6>NF{+^vxUPo2JS3ql^w5i_b% z#lL;8uj5x?_y!0c@gUD|PsE0L8>HY%0^fYR2(0F;u3^#a)YR0`3psJ|;WxiLA)0g! zAz?OO&LLeZbmT==mb&(LILWXgiGcT_#y6?qP9WbM2L@^TCukJ5si~>!SDPnqMesS% zWHdtA!sR@<&F9dY!}J8K4qqUax7v6s)f3NisFV(VM{U~;2=g(Y02f*YA=!xSRVTuu zlJ;F|)Nr^*LI5eHWd;D!Ka@n&GK^$CWTU#w+PAL(DT zcKHMu2X?YlhNjNExu#H1@rT)i2M?;-RVQl^7RCGuGX}{z?+RVckz4Q4I@-GZJ<8ST zLHKOrL_SUnllrY_?sabEh2oP3v&sRa@x<^9w5e==h)h+lPnFb1s-L#=dajf4!JRsb z`>od9Z3jRGlY6Wbo_=mZE3I}hKn+Eg07kO?U2`%X8U4`>R8PeF>tiZ)BW(C8`F(rwWm}4k1{Z75p&h%}IUp=2;}4 zdeRBpo<;+0%+*M>lUGwy%gPSs19fv3MoJTX9_k(x&@>c2KKKdF!>Ci`T}iYDyXFwW zxi*&ql374Nu4QHi4+PZ=<4zY!N%kurHyQfR_6q)k`W-8;k&onOu6=y@Q7m2fkFj9f zNOkDu`I9p~8xqH<@$79HOWsaLKGNW|1rVU5TddQK7rTCbk4|7D{^>H^{}4n(?jM__ zJ~S=Gz7>MOp>%`QLeS<{SRPZ;6FXij0iL4GBQi6rCsFPG6BzeH?lonj3WvWESK4tM zV#z(=eI$>)ymq@2#kvSfUG8&VUW5081qBC#nwl=F%89G5PmF8-GZxI?()@e``#l%X zR0p;1>ap4+1{@#6@F-hZTeF#+gwzn)pwA4%&5ez-7ujn;C%=n)WMm`(^t!mYRh5>) z{r&x2TsBHf8#L18kmRpmIXgs50C-W?(a}*mwH}EoQ_q}LK@Z+e{K`@=E!*~wRysPi zyMj_ulU;==DyOU}LD!l0;XXN>NywIh(AF%18Ux3`R{ zvhAWqjYm*I^if*CAf%O4T9FcvX46|ly1PL|K|nydK{__wje>NybaywK{MPn;zcJo3 z#u?-MJN)pEaQAhswdR~_E>L)%pFpo#x7#x?MFLJeN4?anHH7}@)2H(XyFpb|km|il zm5M9?9~5Z$f~Mj2^PU3Twl&|smGPwyL3qZ?aEBfQ0tSLHuuFU5laG{|BeSWYlUcpe zZawC?^_o7V%hrpq*1rqp&uJ~bQH^*9v7zg8R!j0J|1J|WK{5|bZ314jLoFCL{M}`n zD4o|L_2V*BDT7<~=7MG5$*Gf{{QmtLUg=FrzCY=IBiT=DU1Eb-Qpiu8yH@{*%oEc$ zi*k=>_PaGhYjNOC1E+WbVci4c0!L7qS#s}xXMoX(@8b_`uk0RqR( zWVPUXHZgItb~pVBD{C%TO&G)H9RzKqB@Wv&qJDTjtxKm{W+)f?jh^ReBcn!>aQ=3iPM+1o)vQ4J>1oNxIcG)-#GP&prdokJGlhaNHmYVs+WB6^tYF; znrf)qP9n?1;~aVAQP=3Z#fW@a77V2mDUoSeE)vH}-?18(;&R}1ltB17TpQNGr*xRQ z9NZGY$|FVF$LfxjTqWO!Zo-7W1?h(<@s1vK!~t1tZS=xT*8R+?7HXuq2-agZq46k# zAYOYdEn5B&ncAh)g;{_SNrM~Ui$l|uD|f1gdpU@rJA!bVrJYbVj%t! z_2I(@Hng0&Sl|9n1W$xor9~JqF<*dDUp9=eRj2q$3 zJY;Zuy;=7V)jk_8x^+(`2VwL^30pl`tVZEY0{h=kD2pJ{NSn^~A?P5=7RXQ~x9MwI z*)nga&ZspT{J0|J@9*1PVpvh*_sLZ^$ffEoae}?sV6cbD)rk=lyJ}~L?A2A7RS!nr z+}fw9JJ;$o<=@+O_d0uy(;x4=+Gmld$tsO>!=P#$*J~!!>`($E$Wtv>3Bz(H$23p( zAFBer8Q&OaT-;->xVApOFc54&s&bocyDjRaLoPU8+)H#(f!Nl(mwxgPNQR9Zz1R4)!3)~dNz1S!_5W!hd-7?kd17dFZF(EnWA zC94^UCM%S36bb6*Rx8ZSI1Q>`Eja$>7*4rAew-YoQOqksyn9!<lp~}xAF>SOe7B|Pg-7~s4abq`n?By^bneuV40CEOv7m4m=P>sCB+0SaKzh~ZJsn)l6qTiUGeqVSM z4tGfw=@_}EBB-wMo_?b0%qX1VO=?Mqfu(CzY-j?*jt_@h`9WNGa>RXC`?Qz$?3Q)= zr2~tFB{xYc6t$U~P}fc>j1K;$0>lR7YWH~m^c^3Gh)J+XO6~jY*(-a#o+n-on;(gN zC?WSzjkkDY^X|}#z+%1sO+@J%iv~))2WpHIvs{jP)3lE&=mwnH6}>`nj4 zMSJWgUAc`1nNFr5078MYQ0GJzRWvs9EN{llvf;M$y8LunWsvEM2;>*@>>&XU9kd8p ztp;x}4SgNbcvJD!ex;c{vEe^DW_&u0c)~kBRn0b&7w?3`siT{NQV%WOa9UJ@6%GwG zwaP3+wEsp@NlD4V3$jP_g7L-ic*RE_n76j&RT}uW0Oq2VWNwY_H4cm$f9Jcox$ztC zrb>L5`U(1pV0L_F>POC&+5U(4b?ho#w`Nd+`?(V|I-`cN*7Z0??&SS0fl;iPF20y3 zd8zSu?yK@WIXm4-Z)V=CP%+bO5B@m^#zJT1;R6TO+5Pd7@{J(Vc)ms5#|XDT+N^H> z_Yy{HsC|3-3L@Ok&ojhl^H{5!A|@1WESf~iD`sj&Xx&rto7<%5ZZ8h%f2y&X8pi&k zIq^y%wJMXYU~B78pf8Wb3&FUdX^z;k_v&6rn(0nr#v0D}h7W2PvbX|~$-B>a93`+7 ziWyaJEZVTN9rXBklaVO+QDMqL19ABRPGb*hKhv~Po(%nvsDB=Ji_x|`)SX`y%G4Um z;Y3Uf?C%dIxiYqtA68-2rV)!73bCWPvlVf1q0Hv?QjEExCdZfK?ww73 zZ}&&l0-_i9GSYD-sJHhAH;vl{mB+NPgz(sDZj; zORY&HE20M3gKpoKX*$;LbVNwSt4!(isDIMuQMSq$Y)#f(dNVRwulrETmqTHDD@1x*E{>TWH{ zkzbjSHiReZEMQrxQL4%uOifTwm=?3`ZDRAi@O|4srdSfsO5ZQz+cYv$l{lkBg9#iz zX9xCwV=5e?yLZJgg*3$^*?$rr6Lqt->K~W0H2;!7^5dm@kVX}h>0QJ7V)w{n5n=A!1lh|9FCNh7uT?h*p z6k*K{V&go}8Rb2-o8Q>_`#UTzB?Fu`AyZfwo{6*F`R=kW(J`8Onpm(nJc+4!gx^)QY zeg@tuUY?!;XM25sqT9UQkJC9bbhYRvf~;UeZM7%6*ddE-I|WnTT8KoBk81>7PH{A7 zg6b>`WB;mqj9yVIHX1;JD_+oF05|+yb_n9R7koJ>0Q|?Z>-%$V^k?)T&v(Lq z{J4LTMjK53JZ#w}71HExx;v|Tk-!z$+Oxvb{OL+jnGV7Q1f2~n>gavE zfuDIU(gty>y1LI%L-Jz8I9HX4NFp#W5X9&jN<=>^N2cq&y5a@R{o+;#!97PEzJFXZ8jX5K_g$5Q7t>UqqXTzUxWr&T7&(Soh^n` z;IuqhFOBY4Xl?p6yyLq!)Zw%%MyOfL+~4_rU1~6KJc?IpmbWbN8NrOIIc_|!y%`wN z4ju)HQD&$D@CJ{%5DRK#Gk6B&I!=chrtasp;JFkv-h2l#orQ~Kp-k$(X-U~sB|mbr zqDCi{J#=Bk3eKF_YD0)X%mo(ga4suU*QCX`O>DT7P#(R$I8C_Ow(}}(pcl-wC&)g3 z{=5fPt$OghC11Y$#7W6*rXf-fC0qyhq=_H5$sgH5XUCYThknSM>O~rQTJg#8j9U|i zm>9Nlr%8dpqonPYlY@C?LWU4?hv+h&o(CA)a-nv#({Fnq z|MBC8&!aW~fdSnMwz9I4S5U~d1ScgLLPA2wIZP(190837(@yXf@eSaTz5xaAe`W*( zV9fAcT&ha#zbNFgYLvYVNJ>n+HuA1AcE`r_9G^mw0>}&_*&hjyUO0dW6&$k2WJ@G4#6`UnE z*VotQ=a)LJfg85t?DFz*sPa*_Fu}0?(~!XU_{nnXMQ|hxLO$lW1^1Kpk~fGZBR_X= zGG)oLc8U+~b1JNcS1A}(uv2`dui00(WHcqg?AlT~91o7*b#--6WkOqS8SJ$HvJ&~y z@bhDw&cWR}-yaRv(F4avQDraA&#QX;{P{YLI^5)l5&j<#qSuDKDk0{m-!=v;cYAs-lUvWTZ&lB)$Akyjm8Vso}1q^9QU7K05S*mRoM6t78ZH? z-&)@LeEWuB4Nmq~5C7-{sLIsr^-975&3G(RJa{Gj!d)OIe?F@uwy;4Jy>c=6x>05+ zU1TWyqNmE#$FL2Aux3oScpYK|1O+E4y}o==Qk(vI`w>G_d@Wca_V+7d_wD=* z)yq7eB?pFob>_IvRRrT^^Lbp*H zwAHr!cbZMDKolK%6rX};4=9;XJ&Q=^%9V*6e=I&hsjl$C!5^Nbz353&h59>J_kaIX z(^Yx;E8;cW%Lh**8{_J#!Vv`L4O!NM3o9Hk+!F35U|v?zL^HaBij<-~i8)2-4{;mz z{-#VzPJY&GeXyqLtP%Pj^~Xx_$BqH|su6_rDg*0affY`v`La4vZdn|velYG-(P>g| zRb>jx%3?CsurhZni~{I=5jEZ$o~ zn@+rGWM%G>?khf-cs1Y~mi-Hy+ay^&AR8NeiPz&HDF{RNzh}e0XAnJAjj_HDQeg^X ztvRYABLK%xhIz~*6>_!LQJ3D7LqB0O4?cHIda24ZraD%Wk{bpYk(viw7B;~j@cT0j z7%euo-~Rwc-l`se>(kNDghtObQMtFbw-+@IA(6joj4>BDWp~b{s8FdW(B7q!L8D8is``sPA><+YQ# zeWlYEEZ|xT*fKF8p#;v&n{iKdM8W9q%9Sgy<%^0oLOpnRFlw$Y=H%#D4J0BVvvDaT zMRaivbz~q_+PgU4yqKApadB}0??AWH?IsvC(R2Rwd;ozo?MW0dbrY3zxSS;%-@(RXlB|3+<78)z0?VS22cz0GhU0 z2Eo%F6JY(pWw5NB1(BH!Q*;9A4_RLOe~VrC4L--6_b1x#-pvf4kiR%_+IP6}3tTC7 zv%C+L;aNI?ZYT;gMm-;ZYyeNc0ZZUd>ptJW_%Mkeaj>wl!QXD^yW3xiWrdfD^%z|- z)I4ylOw`6^50zWv1fVjUZ*8o67s9BPmKG#1-T?trTqY`z1FjQXP>^#NbVCa*CbNOU z7+j9^b#=dZdcw>K%wqs}(?(9CM=8Ru%uy$tgrlg>2Mde=<@#vvzEYe8<-kR&1u9vl}J7ap$96@7MgR$pJQUSx2akZ>SbA{a1N zR@NHi-~0cO88d+4{c|R5EVt+Mbz1m ziAUlHghIesEk1yy)UFP`z!i*_H{)=m%OCq%iXsiWmqM zNI(CC&x)E>+Y7M|DeIh8-HsyK%zDS5^j7)fu&#Y>&Nr8AnO^_*ru=C-%M}_w?o$;L zAQrFVf9v67?$69GG}C;afA&I^sk7pXdOzlz4o@DbV{Bz%6`Bth=oYsZf=&13t5{=B ztJxU$9w4|L6gzShrZ`C#L>^?}bm|!nVqu6-G|&;TeFTd|4z<(`B16$ z7d3Tq;=tyA_7@=aAmu9rY6Hml#`7K+3;~hb{%A{kwe(VYw*NFhlqg>dclY5egdGvp zP4kq=17(-whgbTWCG~t+=9hodxVpZ~T~~gSu!@7p#=3t3cPhBwuh0}gRoVz78ZHr2 z8Tfl_+k`<$t`9Sw%>TF_fZx0OBf02Oz z0(Sc|uqV&i=H2@E@gvA71YM79zzQ)-pNK^xA}UJlgy-YP>yDmpoF!$Z=^*}Vi8>X~ zI+kW#cNb!gDG~p>W(o9!Bx|kaUmM>dA}X<6RTkEAB_JS>5f}gZt!Q5od~+q%t*;bw z(j_>o|GXH_ydTe?Nl2JJogIU?i}_jtbbtPKc9y(=YV03u>>+^!B_W}oyqi_*zyqx^ zV_3Q*wj|nC6Jn&n;L0oD)mDRT1k^h|aby-#F6EScl}A8fl;X8-n&_Y0HmQD9ha(#$ zTAI_ycgcZV++xcX7lPoUeJ#x>9t63zB|1D;bNMi?hK2u_a zLRU%~b6-YHAHv*#9vytUx71VIrQC~|_cC^cMZv1_s8F?HStquG;hf{Cu=)Ccy7Rs` zvV)8%Sn=(k&g5#nM}tlQ?%wF#DGFzv|cgj^1 zMD|MZ?wwyIRJA!=OgTn_{MmS=wbgvDLjvFJ?|-)@Rk&sB_+}~>-R43Xe!J@0|DdX5 zSec?vcrs)?OtO`wn;*6J;+ngsQvUKcrz*{o_}q#CI?knPD~6)(zk1yLFPCMOJwAPc zc|$aWL`26&itFn$ne+?{1(S6@i_$}fqp1yrzQt85Yd)MC62B%g5}Sy0GhN-)&lw;P zTs=|1+3TsA21=vulp6FOQH6lTOZJ8pjs#}a^!S@`==)NOU>p7t$2ZHlj|5KgG%-#F zK*AuK`${sV{bSRer-qV$LQQawU$v!YU!8flXMn^v$yoxCS(}NRUX2~iYHoD#<|k_Y z5KeK*@gd2F1d6@AlAzJz z4kmP%cYa943VUj7bn)BDILYtHr3WjAt^;*>g!k?ZJEo*;8vQmtojyOdNyI9Byf3zH zDjyLq+Gym!cxL7oMiDlgSbDfZaE1yWdpLghh56=gUlhHO=1hlsu*63JBl66Wgs8iV zkGqxz)%Z&Ki!jB4#=2D4gy0YJJGPIduK^j;EScuEzEUuC8}1f%SzXg*{f?-8^kO`$ z_;J`+vp-IoFFUiG8254#5vJGTGp8*E;C07p`p}Kmy6R-OO|(+;KW`rF&E-jT_s^Qs z+6-XaSd?@siWhjEcr_ykLdH2?o|@nbeBFi7PqZJg-dC2SB*}pEUHda!e{yN&WbbC} zTjyq0!-n7TXQzailnjh>v$r9`qXN>r;E_w!ULy%cUL`weGG4I{*1-i-EE;8bWa?(~ z#2Fo{#T94nX1&rW2wt@+WPmFY6(ht<6Gi+N_Gu3uGC{aojB$z;&;U^eIN5in7OK3yY9m9RK*dwzjsSX|9P^ z)_4)3idZt>Ipfo4`;fNB@3aS&&nFN>X!sBQ=z!n58+txm_@z-z143DOP$z)@05l+@ zPJf`_gUT5f)sPtKMNuK3uUd z1lgg(*KoU$Ppj|tXC8}SE9;c%{k)FF@sc)pxt>4}tg%r0TeTNwo1hHjhUrU{8x<(X zEA}Ut%v4J@zdL@Ib)_1w7y0AQ zArS-dVW@>p_t+YlqHLv-H%GZNzI&6dPFBL9aX%Lki?%m>ee}oe(;H~-KFyMVB!lc8 z(meJ;6HP^^+P{V@IdZ?_vl!1)a!RM3XQ8+s_v;eY(}iI@7Z;3f5lRY<)r4UaH%Q9B z?HXSKkQ#D;W*~SbCMAKUPgq!(oYROpBR&1`qerulFVfS~3&OZ5(4v3?s=e(3NEiiy zVRs_1AW3IH=926XO6Aq7PSUmvjSdnFbtv1pCYmsx`M+0H9G#zxm+AhrE*fGR8q|fR zxFF?OSk*iMOz6^>XrzcQ>S0>m5pmDsW5+U2?Y>Zq1hc!l8)nHA&t0{X5Cl0N=6iH! ztXY9PCyYhY$X$+#a?$Ezk_ z#{n;P=A)>&GaNuxuJ^G21&EoN6>D;K=pSAN@%nr%s zUyw^$tqN*p_`3wAhR(5WEicB$ay%t4cb8M7Ve2dz)Q(U)Ub_O)bfb2eKGR&GiS5Ys z`3_EnyHpu33kPXHPcldYpe?WjoD$VZtrIhfp30O8b*k&H<(zUpx%Sg4Rwr^iRQ7mx zSBs9IXo@zb7Z;#?z}Y}qGQ8LoKM8YsKv)Or78pI24^3!ksYEi=Hwg$fp<5g3FVK|< zI&4irr6M9ClK(HINsV9%yQ-0#)~LyU2}dn^8h*|{gT0bbJCVwhaw+C_daa;GLs;!@ zd`olTwVM-&i^Bj;76k>K)#CA>z5N>$Zxl3Mbtu5Yoie(H$kuY%Cp~dI5tE1{JIU`1 zjq^5Ssb-ugZ#y0sdi_j&<-J;9uNAC@U6?=w#?C)6yTJ^$92%pDB?k(!*&R0#2>$&q{DqX?Bcl ztYnU9)$%vmtn{|T?o0hG-{yM_7UYziyNtJ-oh(DJID*|D5vqoSB-EM@T;!M#Ss|*_ zy!s6>?Ak}gYIG7cjh?~Q3EAkI+O>?%+c<~e;Sxmj?8r3sVp=)Y&F+ROtDv!w7i~8s zdl`8ltIKr;#8``#Fv4~xNNYHS2HQv}S;A>i4_}2zf_`{q-(T-$H-)7U5fc@wL@TS2 z@-2>*+@Wf>tLAM-_SqYd>`xg!JT>K=PMK%eke0wPNLHxLnPXU`?z7X5;?;0XB3x5H zxYn*f3Rx7Xs||v<7$-2dl!<7bh~c?9uiGFt_O*~HXij0VewMu^DKNh>@(Q(S;l>#n z`CMq%T~>~N}GDRJyxx@G%wS<#d#K@PG7W|TWrKaK)hkdqhW=Sl8B?D{7QPXH@ zWFu>ZVVf$&Ym|1Nsc`Wg(fD>GHMC&@8C%`2b3qvOqmi>6^qyA~69q84 zcUEDNVOg9`f`4oCtpmww8=wCLeb$u74<4?PYOb-A zM#8l$H&=33!IYTiXxpFEX9a0?6R6cuMFFTLh%|FsVxc*XYq@Z=pQfM=rH4!^e`Ivx z)8DMJUWOQt9%R52et6JT!riENggbGLTQcuQlO3TlbVqKw6Vs5CrBilOAic}qXkWtg zS@xbru|bwxenqMJwt#6)FT*RzMtXh(v@9qn9Bv(Y7f+$=^>KS2KyYJ{RMBcH?E z9ib;>BEwb!^5lOz;bCjLk=;sqz|4`Kl!))N&(HO0@=cG7;qhL2NzA~;U0vez{M?bx zZg%f>PxQI6n4ig~A8+FW>?>5y#avV8r4%GkQP8s8tTJ?wh+Fzna`W++rM_+qDG!V5;`psm0NnusgK4@cA8N2w$ga3FcU3wPj zLGhJ|Ahw_Jsvq(Vj(3mP>V+a2h*jN@3E#l&qIpiODkHDNr6g ze1`e?GoVCbY9OgDSv&W`%xrPRXzGm$B|+!m;=Yri*ZE=ahDOGwOnC(+QT`DZ`L|c( zrB|PZ8qOFVGk=VEAF2A=k|hG;P=%#ljG*U(Q|kZph_Ga1ZF~-+?Bp(Uw2TQ!Kns@T zU`oy(=THAXIzSj-UnO|oUb)xO(&9N+9yQ!Pi8wqw5^}XubQCG6cVF*akL{=FoyG{U zKhPPHXQq@c`FBybnDk7Ru57AnYTg<9@RZpVNa`&0j?41~6p4a2yJMJ3>R%R~mnj1v z8{RUl>&Z~CRQbx)5=1GXG0f({?>=!p5uF`1err9T{QwRugogaPsk-7qa-Dy3MShA4 zjL>XnrnQcbEVkvTMmr5#UP$}qCRLjAWz%sly*0`RrXL;&PUJo?5Xa>g{HBW0AXrrY zx#h|$BABw=mo#FfT&WPE`J=JM=uYN_G{hrewe;KOGD#88;LtDNo12?k7~e}SpLRk9 zjTR7&vbF(e0crilh?CK~)#rXE$ZhS2_!23F;7e(fhXdnIdco~CFV2s+dlP%eCVwqA zzzHvXusr&NZL9nC+XlB)(-G;ZbIF3DEr{=M8{u9jtto*aG`&pG@Y zQ2QW^t`nes@i!=#3Il3SAR3wZT>WbJAOMd}_tsYw`sSD}XN^*b4+O8Gc>b95u-3}g zaftA^&tML8iR4#AnA=K!2GA#gA(4^8Ihwq}R%*Z$^z?GyyM2DVDtl%oy&Wl-J#d_{ zvv1eBeqK@T#OtEb-X~aU+*$mF{%?=X zvw6`pwms8##ko!wA9m0f^OMw+%>h(6r%HuQ#)BI@ZzGe5J;R-tE@p00R2rQ6 z)jU@XMzIhZ^pScnLac?H9sa<4tjtnFBPJO*(S`YW(x5x|%3c=yy`@J_YQ^2v80)z? z^2{R;nu00hY8Zm@(lcLe#tC3R2FTV%OS{rz4Du+KQFb(8a$^>1R8(9?M8sA`PTD2^ z(e-~QBpK|*%&!}K3n{6;*p;2#K|#?Fp51=Yl*KT?GQCf(&;{^4H&7RI=ns7)g)`O3 zF#JNr1J*Y`B&eb(XE0unnW%p8eG+9^Neb*!!=YZg8PAVLi6Dw=qt&@`roUtxIVGq| z$jGoVF%>mJhe|?1LJo}Mz4XHe;B_`Owl%NYw{K5ObPfyLu)y}@Pl0{`hR2v6=uUaU zkd_QBD}HcRNFJ~jUb$`$CE)Bb3TRXzM>|QwTwa+-=delCt0@b#pN&KRo*Y6dUSND+ z9xhmMpf!{+>Gd;f&tkvn9?*Hya8}g)j4^1A`e$j`_;oCLR*g_mpUx5cm{S4u-3ZB< z6&i&_rhvIu*ck(v`DIP*n~a5|wx@q7R#%Khv`^5UIlhH=`tJKv`@c_n5&8@yK?E0Y z+emR{a~gNlh9PMNH&aKRZoI#QY}S2L-8IRt9JBQQcB^S*OD0opD7i$ar#B6e7D`u# zOZes>E+SgRUPpDy$!IE|F*=t^>D&g(as;QALK%k>L)0s~NsaGs9t_akv2o{)WWdz( zblA)LyO>jq;i3AH+(^dNW_b*`ltrK8G*)0}9q+9mVm&`;3+}kT&)y2kgmtSqv$8Vl{xaBvT2+6sE>(1MJ=D z*%^?^z;(e2Uzl&OSHnjX-tQnwrW+i+$=pj-Gc**8euzOQH>hjH0d^U6Zd2WP&X1s? z>@N^@Dl3h<_nWmMoqw@p4>L09@#7~9>aw!kpzU`6G6-1m(e#*fq+5?B6-DpH-O=fQ zMQFV}%S@9r#!wNNOqD|RIsIXU{*8B4_jcY;NDWkSw+&V1FbLPry+Pt?*0?x=avn-e zQURAEfa*0hZ^rx_O-4VGte!mA_|&Oao^v0L^P`ms;DhYs_)_&?6}}gQ>GY*8;V|lb zALtOkYh<8z3nJ^c!K94T!)|hC6R&Vw4r34KC{5uUko+sYQ=)L$NkG+JItaBdLWnzW z(sIWdCQRli*FBG|+*xn=E2>LrM~m>pCk2PwJW;9)GLC@$q958vr|AOOoqFvT8mTTXfTqDe4V>-zW4 z|6KWa%L)5Mpq7%X+|L}8%8*i4<;wApt*xdrQq!Fw$M+f`Z(_m2uOIgOLq3xj{d;{m znJ&1!{o;iu2W?CHd)nX~*IEY)y^RwAYb;vroRb)9%_K2+{=6IzqIFNG4K)0h?b5 z#maxA(RuabMKXs(#@6sOuPKZyBL}g)zemW<=Ec%K!TI*PMt!lTalYpkY%PY`Oj~P2 zUb#+Yg)f~9@eV!rV7i?cG^oJz7KLpKptAtR9}A&Z_~hYX8i!O=ECNPZjMDKv%-j13 z1lc|a3V`)T%@|l(ZUYsFvD*e!!6g`4f>9%AxonI4y+k`VK3?x=_bjJ{>0+rR(eJs7 zjnp7IdMKY;O?t20@+gzSkb1r+shS*%+VqpN@G*cf;PefQ9F7V!31Y~_C;bR4zQ>OZ zpz(%XuU!Rje3&~E7#aE8y_~(*e=a>1eZ}@9CXOOz4NmhanNTHo?exnoR;A73Ue7Xa{s{n5)NglP05v%T zv%Su?U2K6W(k!>4kyTN727_)^yny*cWUDFla7A|vAZ8_3wLdJ<-BDQ&>l>~76Te)3 znNvsW;9NxsF{d=ay%^8E!0J>uH*`iJ)00hc?ys+Iy4W;G?y$>eM&5X2_QnqLtX6 z9=Ah}6bQPm0N7?b;ka0C@uyeAhG053$G_Kbza>(bm?M&p~tG zBYs{I_+D_ZL+fXb3(2ipQ@?)o%TAf>o29YdwKNvLfcK=t0j)E)7o8lSOP82M zL#0P)|2t*b*}*8|%VQtS!(N^80;(!F?1{E&DtBfosEE{%+_#T6FsA=a;><;!PKq?uMC*Mu`7qFFP`q zI9Fp^=ibTTX0E{z8vT68 zBR7|`-Z6W|P6&7mMlx6%;*550h!^mu>s<%E97WG-;;s>YS8w&c@{RVP$MU`8fg@(6 z$nwm)NGkzicO|f^|D+na1s|Sc8~cti8*lHQpw@(YIBnMtQtTgJt$W7pV>!M=Ig=C4 z6`NyVTxek;db?gQ4;4Q!)GgTlWj6Dd!Na78r1IbT`HX%Y8OcN{1k90b<#K-OlUI;5 zTWbp=qdoS?`P6}SZey-Qhu?nZO7xz^5PMv{ceXRLxPHvbCZcP?_v;{dO-jcc3oYtW z?TwR)e0)|Ol{t#mY7b=0=Gs1wbcIKWa|A`y7t{~xi;7uxiFf*1&eH9^ zeRFl2FV8@b;13U7@%R3hZW1$8rKFCAYr)_FgmWKqhDdL3qQryW;5|M308;He5ao$neYm$&Xs`U1T)n zZJC#(Hwn6H<4(S+a{0$CK}x}~D!$sjNRNN!bD z#FWoOpYi>;+@eQ*g6F@}3P+UR8!Q%7EVK{# z+Upl(yTcSv!-N{~bf3k_5}j=tyv*|bu2CVCOWK#et+Wd#Ihqp$xzewt+?W+^+68Uqzo^<-Ws51O8Dg9e*PD<5;xxqOI9w`?a$`(Y3n-C4Vkp`S)G5AOMx$!lm8r?C}mj1nOTrdBR<#S!dj%RV!Y?FykB zEB^O>H71cL3ny;A-BTWZ*y$k^Z5Cu9QBQK75Yw`bl{O5eU6m>R6q&M&AwnosfP z$ZKTVg}FuxUeH--cZaFO&PZzRzs>ZJ5F8$qX+JI*dlIq9s`Gvv<=tefgAQ%CEMQSF zT^1RuY#pJz)z~Qb=j)>J4g9GuEo(80jeCBfC)!tCSK7QLf1r-pIqF8VCa8UJ)yUvO zK0%|IRq`;=5#``8q-l?tL5@jnAe(@oW1RGWIq=8wrQrj}oDj3^S1ClcMhZHdz7 zLMZ8=ol2@zJ05x{ei~|s!ChCr*YN&Vr9>EW%=njiL;=eeDuTjUYC7C)wr-k;9yyJ% z=pH#gA1h<@Vq@k3ap8@;6JCqM0~_FxlMDQzWh^v97`&L9qu2|b*vl(*hNm=WIy1Ui(mn@&kv=Rn`XJGh!zzoAlp~Fge^cXdC{FC2_L^~S z_E{L!g9p(;B4+b37IajmK8)}9Qmx^ruBee{nAza-^(#l?!X2gcQP1+!u6eOCQ%ApR-YK-o zboo5qX&!@vO0JrcXKLITB+-9c;V^wwg6Zv0##o#Y{j(oQyq=o&!iEGW&5>^ zlMl!+&L1FefsPD1mUkfEwS=+L>yzf@exE^SbFnCR5&6tAu_Fn154-V8DUQ|^Dh-hk zmKbBnFPe%dnIc{^m4px?A!3l_vf1J6q{yV>^0?Ts=bGkjerCP%$L3S<&>%Pc$d6BK z=fxg`V%}YKCJ6{^QM-jiEvc_&4xe0yADk<0QftVOax=~PEo<<0qi^%HUb-yshA73@ zm7JY%lcRVyNgq4h*7<_fg-rkC`*0n8n}bzVn-^b_q*3ER;u$%M^}wyyED)UfNGT0GZQt9S$} z)NV9X&-B~c+9yJHRB+}DI{mFyY-7aZPiK$0t(n5ZOH^?`q|8}&95Pjop%F|BsHZ~} ztii64E=5#==2{W$wpYm~eh&$LI}x)qL-1fvulfzYtO?XKJhgsw!ghJ%;tOfM(qtAB zk&h%j=ezu=MM>F9S~;C98bp4 zEu`dAIj^=%`6#qg4_yd+fH{l=IhX&0wXRU7 zmOGVZ^!$!@*B*XAq^Y4#G2DGAtW(#dlq^57^rQc|)cP-o#AobC+P5WJ=USA{yn^I| zWP$>PRUHS=T3Vlr)0~M%Dp_LUNY$gLQFw%`>9EU z@4r;F*~{JW~i>j@CNQUkal-}bFfkAY!zjGc=XIzXH>$g zKJCrND)$H0$GwGDU(`5|KKT&OJw9r^c>U&B>sRsB$P08wi^!T#9_!Qf%e}thQYE*$ z5aDqh8&~&Z-_}0WjGTF!TGV{sjB+LlVc(e{uQlFS)a9-Eb4lde*=Maywu3uyBh4*! zo~-7{R_waAry2XX%BrR-8-cc|lv}$Cxzb9nU0iYMCm?^i8_w-w72UtGBP`B1tNV81 zt=8B|Sf|3yaBOFDr`fUwe0ge-_mMuWmkLaEr)`@D6^)b59cRzAmDcZEy-A?yv_qiDIe|1{GZE-9WU zE{sOYnLqGwVw>PK9r7FWy!N_HqI1#rpNT&ohwFxF3pqpgha7jP^2_DLSvw|TA054= zTFyBk_)&r1G^!_F3qq3`Nh{h-94tI6kMMAW-!DJbOJEwL8qVN|{UV06SkgIlCL{9{c5^}?m(xk|QV?3bqwQ}^OVu5U>vu797n zLbX2IV>_sHyw7N!*bo5Z^9jrwztp&xzc=Mkqrgi>)>^YS_c=AE2+?xIUA@WO4Ye5) zWED5uZcbXodliWtE*J2%$c<@s^-RUh($LTAInADP*MY$u8P?$?wM}`|L+0dp8##}f zgi}*I?wfiu?{L0RFYa#To;p{MBTIF6w(6Vb_d28!w=4y`DR z{lb@iu59+*t|@aiBW);$m?XPzznHHy5_{+mVHbD8RqUI53feuj@hvA$bB(KmLms#> z#k9meiZZg%KRWEhnnAx7yf@Q>q}Zt4(J4PmzDgyz$y1|-xUd+J+Lq1uh4VG%Uy8cA z$iV~s?Sq^)1IZ|-u=BZ=U{DwJ<<_280GY|VJqj4I}&+KIi` z?>3_O^;)VpoP$b0NlDM#1hGNh@WJBc8BEGzn0Qt0Z7oRM!jGa~FM5Boc5eGu%?Rmb z9&Bq}_YKnJmR5aBRZfQMTuUCV?O*4sNU&L+mol#X)65+dqAzVaRkT9Y8DzzCG~}3? ze?#AxR#CF=$eByu-moIv>_*h%WbnEHFfUrr{Tu>$7oQPVG`MC!7>_%gbf+TWbJ)UY zW1z@NC5#i3NI59{}oDM9kzFpMg9^oZmxdrEOyz2sF(e0E90vVjokhE55t z=Cfi6h*>?oAJ%Spu7=raxN?k@PCQ)sIDfUc;VCkw$+V`)jPJX)hh@?nkH3s@DR+v= zEGa%|ml*1LlU7h!MP-hB>wGwt;bO(dZ@jYFLFKjEG)+Ap7$K|&=UeWHyR6-5B5j|o z&&?b24V~d96=3-`_uYQLe3RvAw&l~1%g3Lso?uVCdJwy+r5Qi?*;v!HdTYOc1|Ee^Jt)2-1{0d|gYc zPX3~XtK^aiPb}?vjhwA$MC7$O?r6R_{t}b{IT!1k)xX5-HrB^2^KST_G3%9%4?Exl#DV*>QuYxK9;nuKX5fO+nD<0adB9C z@!Sd1Ie&b(86O)vzLn8yNAlLnUMsF{VfDEkc7}caqMkr(gJ2_XAsO>eua=u(f|&ik zWNlLiHG*&#^LFhqvAaR;Kjg4b;5OLUWT|v*rEBk$$XMsS{s?!)2S?^>qFN(*rd=z# zv!AQ_`V!o1H>1wy4tWTQRYi2O_*y?r9<>?KtP z=UrLLY;VU^H=(lfTCo?6nb_)eD(6mSWo3*u0bwC-X!u5Pjw-1@^4MqzaHZ*29P!x*lrmd+z0B@H6dBHi67-QC^Y-Q0D2?)|;@|KYypBj>R9+I!74 z*IZ+cIi?1&k@1EhO_X_mU)7Vlj*RYJbjCxOQ)-FNi< zvy1qaW=`Tw*{ueF?ZMjNE|0Fhm#>NGYlrGXoI>rLsqBwcgJ>)lMuNe%dz3uf7>tXo z<)6HFk7%hqd&U<_c5p5HRAndRuunqv0G<1tFi;Ijp^q5{Pskhyou?B z8S5> zeq9Q9g&>(T4t?<9WqHJqv&LoW5wkK`)k5XZAT&6xkz zZ4mGYE-t&wysxhae#2RvUuDFz~7&ffKJ`z7N2dAzQV zS!7?sIj7q{;BXdtIid{OIJ+iR{Ls=M99+4=S8&I(veme9{HZoSyVjw30|=(-g>hAE z$wgzpnd{U!gWNgL>v97X7B+Z)%30HRPtW&qPYRq~ATQ-j=X#TYlZ`xUGf6<1L$Xfv zW(kq&u4f^k{_0TlswQ_?W71C9ZSlIhO94CT*>Z)2rvSksFZmN&_(h!#VJ(a+tYq9y zWaa1F6h*pD)HGEp_c^*(eO9S`+N%o46+5_(b~^lMXN7goMFddnW?7sU+cLcH1$o-S zH{V3t(Z^2lPD2j0oAq`U4vr5{Hd5C6NcZhc`GsiX87KMb)iV0+RvGR=zL5?e$W&#E z9((%z`t=J6dar_+#4QGehk!FURnZzfVewvlLc8@8yb{~hNuO9BON5ih0ji!zsvGch z4bf_J3;Yt;e zgn}W=7-M&qT|c!DcRVw5#9Xa=TUF#Vm}WaW@ZOmHc<5td&sX&~0Xrj;BLzf{Nz#px z=bh8`Q92fT-K2woOjr4XM_eivC;Z=$sY(OVk}*+~n!iP#pz)%dfel7sHMYqBQ|(ZTcnE7w{S; zfTjQ#eosJJaV#&kfFb@RIOc6HH1OG7Oq&4_hJwGRS|u+qsI8{-8?L#4emATzrfk&$ z4y^p`=d%i*OJDt#Wl5`LVN?6-=~rUZX|rIZLqDEfdj@;GZqN4Qn+J;jD4^Afb8d_` z-t6Sj7uA=ZEQ24yXaT=a3D!rs4{qCIh{AR|MrsQ86hHEDEvN*CSJ`~GyD`fL)l3z& zuS?WbSh!v;XOblo2Y?+`%5t)iNc8r#OW=vWsf~v?7i+SubE6AqftOA$jtpjrugB=B zDtmnc!N(EhfbR`w!qU?7>%8JKtZ6~kZ=?q(2BkD0UZQyT!_BO8urppPvh`rsJ3<-i z-5>iHU*We$eZvN9sLYcYig_xQNB1tP-u7HlhJ7}YA_4H(-qc%CpoAtG;Le3Uo(d`_ z{tRaX3r>@BP;H*}a5l>2>!_7Gu$&^WL7(p5@w2mn>sv%WxyKs`_)55`q;2V6uj!)#1v|jhRU4{d`S(66ogyoJ1Zy@@KMRpHJp`aY&KnxAgx(oMu zVkj^ywgqPfDVk;mWTMo%WVNpCNFI~Ae-+9J{=3iY%(G#pu2EleI%*sfs$isz?iYRg zyYUO@q4q}Tb;qln>g+&?Pq%D(`41*`@cP3o$N_~Da1FpNJe)k+0-s0F#Tu{MX0mv) z8kvb74SUzKqko&0bK%aPBQMqC>L&F}5MT}lkAggj9*_vd3azfL?pd1i28(bDjFx^T zSO1OSx$2Xm8TI?rzCI%Qz`@U_U%);jHbVy=Vn;W-81X!8QM$#Nq46650>)4!GMvn6 z_3eez7Y(TU6FF*>hAiB4=7vuG7K|q&@ z)phSS&i$xDNJ1i{-we5YSt_om;|}L)LNI6x(BPs?7TTGYX)s%|IQ=Zkb4wu~!)qs9 z%sjg}Ogm(46jj;YV95_usZW;!NI(ua6blU~7lMjRupWw@3=a?cBBF%_2D0Fy;Njuf z+uMUBXm(Mo|MyAzDftJg1+V|Z1yGYk<8>InM8p~a@Izp=I3kpos8?^2+pb$rl0F#+ z=ksl4D9{Lqd!MOgQlRSJ&#;Si$xFg@(Kg(V$Bl-JFj zaKztSM*Aaj(S-NrXm4|fh8a`h_LwT{Es~Gy(Wc{A@EqVC97Poj{MDWqWb}nuCOW!; zvJ~^kXK;Y={~M-ra#`}!T^||>o9RGyIIl^Zx;O@qlgrNK=kj>5z+o0@iPezT#N@?j ziVUz)=RmzEZcQn%SDO;{{le7ZRS)9l7aq>9Z&|0~Oeed+bnU>|5J&vGnrn!NyS-Qe z>xn7yMm*lhdo%uWwn$yIx3Qk0hVtWVwAblt0AdOWT-)U-zjW}PDhO)g($nrCff_m~ z!J92OVM9qKDUDwL8}p#uJE@c(Ka4F{^exK)1J$MJn`_?Q9M_!SI zeqrP95a_;s`-hb>7OkyupU9+|Y#fX~$Cu8X*#eoqLMa0)zFzgEq3^X`93g%?ZgU+N z4G)10R*HV}YeXZkE)x@z(8DZmIlD<={3UDBRhuu@^w+F#OS3g0hZ|p$A1hJy6}boH z4PBr9_5Q_3IJmhj#~}SQu-DM(_2_Qshu|JpQ|0kiueiP5wY2*yx6>BmLV~GWwZmIi z`&pJklD2qbwKtJJBnu#>(a0o$0e$c@2>@v`!2)^`<1c7zMyhG@uq&kZ!!RU}n=5)> zAy9G$P&=un6B=x*A9ig2F97mI+KZ+C0LVABm;YHoAUhe(w=)1{FfudSdJ2s=&+{QI z@@@>KiRR9L5aM=1FjblKP*3AlTFADxYI6WxTPU!%(Zq$f8S1^7Np^JGEwWY^0h zGH-snu!?&*!?fB@;y^zXNuHjT_V~;WHjq740LdtZmYT~FWJT!4!}%tRmMI8$tyVUh zCl%uSvoMQm%n@0FSNMwKOmE$6{&^yD^1}28-I*`S8LHM$+rdy#*rf{*nM0IQ4j~WV@5y(ffZn(;63+k#fwD;MK44lI`t`sjdb- zks#|ZTjuWONCR^U)=D*TkF)I#32(_El{AC1Sy#Hdo+e7RP)u_Wq{NIA^i~ zBV|Q|Uer}5LWj$067tq-Z9O5t9_jp!PcQ1zn#Jw;ohrx`&(#s-GNjzTs>P4)z@0ri zqpv$?zWhj+aI&GHqU6nd+G?@r2RwBz1)t%YqrymHBA9ha%_`e$j8O46bYDXjiHt4C9d2qbiJXuqAJi@zzp=9+ZMWN}r5#;n zj)^r!b_c`Nqqq`4Zv0CxW-kAnRK|D%>Q z{NTZt2zT`_&?xyM$dao6K$X!Bci^-InmbN?1W}MS3r^!keCyPnq~nyV(BPz$1fM3& zPx#0B$U(C|_9K;_8ht|J)ER73;E6&$x^k}yIJ422W$ur{UI<>jYjAsP!5{nucz3jH zT%G4CK7#d}p+#mMR@SP{sN3wO3iX%JnC%Up;x?EzurzwmGOC!&!pS(@1|D}zM#|4djet24XC^;qxpd6@- z4=`qUjoL6pOvsZpOtIR6h?>hzUhI`iQoD}XxXZx5-7-lswy(sJ<<>Um&^${xvy(-j zqp%RRR?}(Y%n$)xE(6i%&-0gdnS(vuscg(# z!idn%1n!pppDZ!H?u0eQ+dyXC$O} znOoUo>VS-CbY^QwLF0EQ#(V6a)F(%LHl{J+2&o zb;pdi6$5AV3kJTn6t$_wdJ$Nj)X3hm6|`Vj)#Iz)vNT+zGKEtXTJ;&v=atCGS+>kD z8DVGu^8?(NWR@h2gfIsa#-gI1JD&Wqn(O)If7!C}oh9BZ}JHc-+ z5DVEdV9WGK(;Ie5*R3qen3&3A0{T(WVX@%pgWtF5k5xjXA)Os3XVmYpJG@$YmARSy zFCK7zrza9w0E$c-;TH=5{Hf`g|KAj7Wxxl3%9(Mh3e3fJH@+8~2~Xi-e!o%c!^kX} z$}UFszX#rLIVweOXkB`qI^EKfme2pm3m3bY1i@Y$ir~jLTm>hZg;@EK#PMu%GcPFT zr}Kh7X;|fEC z(gO;3?Ku3teM2EM*MS%MT_3%8=r#c_yD<^CNn}zwHHFDS7GE{+CN~umGU{G@C$qsw zaS)P!MRW(UnVDzB4Qq`pZSGAWZg{R1NP5%|hJ1?ucT)2IiU~N6oYTeMYB2N{MN}sm z0FfC2POEHlpf7U?qW|MPSJ)~OBm9{-IAiQB*t28&y~ir?=$w#Xe2Mrv=JEpK$x-JV zR@+pxnKTbk_Bd+K2*sb(BvDgM&s#t72A-#x*HrX0bgu3@3F`Qy+an8L7=RoI32X)! z(3Y-}P}R)`xIRx;?a5aO&K)7%_)U2DlvBoM;8-lYcF=H-sOTnS{+%7tMT+q4Eyd4Z z5A@$Ddazgdp*Fzop0tqUX@s(fHntw+ktYAfXjzCllgT5aV`&WbLT1mL6Bnw*-jwsa zxwXdc^29aIMyaJxqF;=j_k3E)noy#5jTJ>bv<7o;jIrSzQ8#LW-UosR5&^#51Z2`l z2&Us@L^zEEK@yp}PBsaiC4R~-Q7>vLY2Yv6Nr*~{XMy%RaBnk2WW;Y*$Nhx<^|lS6 zrLbJ1Q$C_aM|rqNdW{V8%0NuW<2Rhj;_Ii~ZpK&`DeX~W2O58CNKVC{d^CndKA?vn zWVP=2h8^`jQubCOgxX>xQ33G7Mxgsn&9%eTU0q54oL*tEoTe%OLS^%G2vTYoL6O5=XnN4V`D%i4g>-4>6>i}us{Ig2%@?g}N5Eq9jz7XPt&hs?gDV0_z*wK+n5;v!YKkVNU3 z9cIVXOf$Kc|9Xbg7pvCrH4bc*-RnVG6EQRI<*p?x(+1tfVk zHA=i2m2OA#?!(tOhon!owQq>-ElFk^TV|?lRg(M;KFeC(-E(hF8e39y#p=rqR}mwD zCyDd(AZn!K2~P>HG58k`%9(sftXSR^m*i8MSFd*eQgJ+r{<>60h)#cfIM=yg`U=iq zLc;llwAuS6bvmxo>1{q#Gt>G(J^?pf1&i9py%M9}=X5M5Bb=5VYDFCv)crxgRyHWp z0+TETw68`#;Dp2cL;7)}oUycFYxh*+`=wjoiHm~Poy2^>(It5l-X!(IQd?>3vz@b# z-h;~u^!fY8^Pj9F5&b1soZR!Pn5r5+jXY7X$^UpJ$X0pr!dKyt=!(1WA{EIp%I)s~ z9fT7r#(w-#bsOOTe>!_1J?;ZI+a}&6ukQIB)G#uF1vG*Sn0OBuZ;`9Fp`I=gMsAot zHIZ*LNEf?)subQQU(*+C-nuzF(jeY&H6!AvHcSMf0X(PMO;vV1lsfA4`hj$kIj!C_ z>9;S>KR0F19{a>-`~xy3F5nvIsj)po=L+BVeLV0Hyt}rt^l;$?`ISwhHG%@$;<2_u z#|@@s5S%&qOR(^lI=?AXz&Y}8cmvfNJbq%?^2o{-#4~q^tj=V;#JsFQe5zhb87Z3e zsXp>ETaKS+akvk19_zJ^Q1%XWU^!BcD|j-MF%BmYiAcbw2amR*)QeiSXE!d&?7J`H zq&G;-KU9)z#0R{r_Bqj)>6TM1*M&x&{m;n3tD4#l7~VSYw~jye30={WTX!gT>3Y-o z3-22TVv&zmPi3tbgt?2}z_%7m?=4R2U_Gk4oW9~rS`sEw=B5UWn(c3j?qy}l%}C4i^h5}WyGyzrjj}sSs+Lhx-Eh`_JcU&P>qj{_?5&Q<6bw20qaJk`#_}dhjq6Z>>M?G7=N}W z3VmWP&R0rG<^-bj!j4BjT$p{P#EFg@_=^&%|Ct@9?e%D5BQfty*#`aubs2YZ{~Ia# zKWRc~X@F2&uY0tWzZSu-Ep0f(Dx1TWW^Y9;1H)r zPqNOM9T*H)4W6_D$x^3)9}sowIuLe4KTPJy8vH6?bRO2q1;CD2`#`Axbl2=3CWc*# ze+5)kfHY&Fr|Y_+`2N2SBRB%da=1w#)SFp*;BhwjKEvlj^rSVp01Vun{070g&GoOC`Jk2x;^b9?<3Zc^rD?5AA%vV)#1z#Z)L;dPd91hK`2TsM9Bj`ocjO_F+ z?C|a1d5B7l%=OrHLh&;3=f^H8z0>QAki!Ye*8fmOG+>qyW^0|J%PV`0fcplYPj=sF z&(HOusTO%GHZG5RIp2`!+P^I^H|>9*mqi{X)i8Ja$#|Zb$?O^(F#jG4)?0&rjeyG6 z26umZhH&IY(z^7Wt-pk*8^udpOxvw|o3pNb74Do`ER%^Zx!ekw=F1ZB!#3%E#8+QS zs_BSdUf2-BGB4nioQ%DIe0Nw}0SJ>e`}zCc298KiS+q2gjMas9mAO4Wgt|7?!XQwm zeeRm5XEu*H&R7jH)X0;}M$5W&{s1E|5-J2tyvzG{1CLMAx(f^AeZN^P%&j+H^HA~E z3|s%pSfEFmg6UE!AiTf()V=@mC<~px?8VY~QeU8TbxKnKJTR!TXk6lV#U!T4ou_W@ z7$D=kQmT>Ec7{tZ>7CR(0`~Q;0Z>5qclqj8pWU7`xN`zTmElEIyZb63H4ZFAawb;l z|ERE6n1j})(+0aNpr#0iT3u)5f8ebBCf7HXv%B?ZO0gM;*OsXFBJ*sd|7_8M33H^% zP11qKvuCC;TRl`X_Oimib5^OFhP);0$@wJen%-#cMV|-3)^M_mnSP}P#l_=61^Nhq z9Dn)6S@6Yb!D*iR(WR*?rR?U(5WeMWZ;vxHqxP5y6zG>Cocq?RC34-_fwBZR?1S}% z52~`S=~Qh}Y^gbxL#VxZcl!K#QHKxr+{1tSXJ5mq!gDeJ1_`eiEH^cmq#sZ!l^{CA991)Y4z1&tO zZWr0_b0$zw)PMT?Wc_@b)BT9`=+4-iTV?a}%}2pFRSMr>tkpE5o>Q=BDy-!fUJJVQ2CEdli{&#Nkcn<{CLk`#1|J-MK4o$l4EM4!g z!tT4kf|JjY?@&UED+%6n>nZr~HfM#QB|Jk-mXBKGs0KUmq(`|@QP??=^`YK)r2}3Q z;`H^;K}-wD6?oX#&@GmMl^9%)_Y6PUyC!9+GIc#t7W&NCB4jD`Xy*36K^#k%`#abe zZdvDk$N=P+WESsar(Yr!IWUXf4}5n#|Ib;cPk(T)=gco96gUbX+37pBDOKT^pmcbr zfPX7Rk!@i_Qs0_lo+Ef3yc=MPeIoIo4MK>9?xaJ27E!u|Mnp6elVoR znGfTfS~P6456TTRH@kcTdzmFD<3D>+81fJMLdffQ^YgpSl)WpSo-D(GlZ@4zz{s-f zK#-y14+4MkP$LG4sxSGc&t;v)!PI69-YyvH=d}|`Zt^DsPP%L(Ydi{Re00M+nHn&b&zfG zHZ#C_idj8A-ME$pA${|TE2t8iqr3?Kr>nR)UmpIFza^OV9&EU`Zy)0awwRt?>6b<% zcAjco-MH+&n0!f|*$|3MkI~*#5{+!QO|WC!;uedH22x|5)#2)u(~TAO?-U*c!{7{F zx|o#Mu?C+pd`8YCcO$WF;e9n6IVZxZ@Ii?Y=_S%{Wt!on~nh9lpRvu*XtB5)@d@*$6fPop;d6raG@FY$L{+a?|0us#0MKqbE4p zngpN7uZb&z`XuzdF3OTg@x+rYf}R;m%f!1CwTFs^9fR}sXMnz3NNVTlZFE_6>khJF z8!t^;?I)-m{(Na+CHKX}9SG5wb)gyfq2BD1h8a8N-8d)a&beJVae)&P@uTOM-7sxC zbH>$Kmiv2mBmT=T)9+h8NKCsxLClf<_C2*s=#PZs)4z*FKICoB#0mM{soCs5^YVcc zlYEV}Z2Zy)-JZzr%vzzbgl=*Mev{j78Q#ocQ|62Kt()neeWF8ow&nnw<28hZ1?$^y zj{|Gd`#x`S8Nj-Qt>FomjL zs&R^(m~%oGdwOd62`%%&Zeu3IY9)N^fq7bK}l-yLgi=LC99oo2t1CiW9?W?0@9cV!PVx|2kyl1i?WsHFQ%W~ zuu^}w5U8#fGJqpwE>7mjR)*I(e@XSA*2vcdU{YDKtZz1C?+^dhlc88_&44763$h+% z@d?ebrg6&K)OnG0Y;KZ4b>6t3CK3UHnQ>-|i*?p~DgiB6pkFO6Py9lXR=}vT)tHC*qZfdC_FY z{0|;o_P?_UFU)ETz#(U(GQ%|D*VvKuy)e}O{7p03QkQ*{(*FM9V)zH&9}bdj%JGsr z%#jFjjP=FiGlkmBq|P$^cAETXggghOg&(P+r{i3SS>jX-g~i0Q8Teus!>23W7ghi8 z3i{QDiOu(F5I#d9Y^TmAu#+Y|_Gj}G1?y65(@Rd4!h|fuv5|C>n$oI7{t%PGz2ca+ z9OMkPeHGyFQSqyflF(`CuEj8nc=Hzpps9_$C&;@IPnS0L3t=Z1w4!DJWoC}H3dPI| z2z}Tmp?fl$DFo9A1_JvfB~NeN9e*>*xn0NQ%-FbY918@Xsg(~3-Oj}x)(@5lI-G3f z&%bms@9PoO^QsgVYjXMk3{vwj(dscg1p8(mNOgD>2 zQz^0rc7o2&mSf+_wi9U%aEB?=EW~B3<~W30`Ar5>+rB$DnRlLU*4g1fca2zH5lR`9 zwBjJ#tY#<)1MGoUo?+C1w|^q%jv9Fz0NH>Vu6$jb|2`NoLvFOi127K=+DB@xwnTSH zU91KtejeWVIoWOG9)%Uc$Xn$G84};)i|xWcARmhJi(G-r6Rse1Fg-oR?pDzKj1(Cf*2x2mxM)VvZAph87<2uF^@Gs^wz* zqKmy5)1X!)ktuPsy}LKI&wktdV!*1_6m z>glC5nDi9_trd@o+GwWwfL?f~1ps-A6)Goh8AOT|yn=P)aw!5c_F;#2Ns@zso0D-i zWsaqS+gN5x@u21@+(D!upqKH-q!)6tK54$!sz0(RTTYy@akQ4=d3qDcGSL>cv|^gN zF($4wzqmHF2dh-qh7?nl44k{uQvN{SPXCq7l?T^_>JB=AoGzK$vzI9^zJYA>a+5V_1<3J=OKLE+=^a>C`KnoSl`SG!7s<>G~N$~t#R=+NP$FDI{tE1)kOzw+; z=NS6i#ic&6KOrJVvfyM6T{E2wPc%>EMZ)4~JSHpmiZW0?Lvy*4bd%l!c)5sp40g+NkBmgZ<| zaQE(H#|HI(OJaUNH{OUylC`HbS--k^wWXkeNG^ia2iQ{tPNBsv$Qo37B!+b#6jhAO zwC_<6+?`w;&B<5jZa8U2W>mui@9{4w7PAl|4F>dd)#O_~APx+6ue$OMClPs*F~fs; z%zn|Wj}Fc)`lJkBKuK@f8w??;idRdKdNuA4?}It@!(CC8rypd@naRoJ=vhO4up@mZ ztftJQUsyod=^wa4_&KJ!GpeI}MoygWcS&w7-Gs|KUN&BEaDDV!*#9z1%Q#I};5xl^ z+9f>0@UthMUX}Bm_4|Er=tF&AsGXW&;wa&pUycRHhs6U50>XJq=fUg*dg{dE?!718 zaLST@={P>hS!k-|Y9n!=)G7>EV>~`LutT}_u?x2H?#Q+7=X+rRe= zLP=AmN#f=F1n22j&Je&%%lwAE>Vqu&4l6^{zoM!OQ&!%db7lZSuGss)q3m}yiuK_4 zC}J!`!j-6^!Qb&%l6L2$ryG>Ue62Ei4s^|+7YBU&BW3ls54N=uUSl59jWg#nyX}5c za0#E9U%j_Nss94c6GquAYqvmo#Umn3{2n5DH>6}0B`oq~EtShR>6f9^5q_+WE%S^{ zfttxUNABq6y=bZ0hlKVnKQT`B&YnFwT9_rC@ca$5 zd07Oj>QIL75w#GE_nQ%dFWu3mQ` zGq$RCQ%_(I(U*5ECY`nJV4;*ZC0wcrZ(M!Q($l2T%TW7G$9YPp>fVrV(FkJ_>;4|{ zqSZ`~5!!PJrV505mV!wykK?QR3{p0ACKAY(Gkcy2%iv5i4*tR*+G}_u$+hCVwt^j* zarJIuA==_u74?`%A_vHb4;ZHB<9wQe5LVUdeR!>tsmSB$2Ck-;L(aqcxcg;m)LB@7 z;}IIBrW<9WhngNV_3VDpF=wmP#r4zslwEnuS#8BbS1CQ$nuS`n3TU6qJzKozGHq*2 zx7y5OmSoC9!IRjeo$x52A&w-e8Pt<)gqY8jeg;{&oqa=<(&Ap7~pyOrR`>;t}>=?F?4)tpIP=g+q9a&$;`M;>dGs+@Bx-peO2MD_oXiM6pA z9XuE#n#Eb%rw@4fnC3m6_2{`A*AlCnq~!hZ-TD5;x;97EWDO=6)`gRP)-18+$Q!J? z4I6rNik<70nW#%VX_MKeis2s9Ej(4m zPgW)+T;+$pABAhU(K-pBve0XIxN%X6Kfhp#q4ETM`7~k?{Kwgf|J-ZQG)tL&-7?WuvWQZC?2I8y5%pS2OM!ia=w+G6~ z7ITqMm*@+$twfjOP64diinrYbX(P&P?z2@!V{uK|r1EkP>z-uuCyY)CQX`o%0-lm{ zX0Ku`(*;=|RxDZWQER8jB4k871r2-_BdDb6-1tbOjU(Uc`Wb7>=LPIntgCXJr{nMF zccayR-7W_{97xGrd(wH5HC*uVa#BkdnB1grkZ z7@EKoE-aQoBW;}4|Fb9&YjP6yP5N*%W!x5#`Tok!M#m$~%4f=VpHs8vjN}#v>S-S> zSggR8yKbM;#T2|gvic?VE-NhSD5jTWVz();l_F|P<4;PH_&Q+-BBTvHXiK}Pgw{du zWms+wCmS4`FnRt6eBj}p@t;L`=HBkSRTqD#jZ}&&nNU;ayQr_|_x&IC=kopWv3M#J zvnOnnP2xDKc53O*dWYMOo0{Z=T%&at3OAIn_>3#^H5N!@QfKT)^SM0L5d)}l3N@NM z^XPJno?V?|whM zgFxEYWB1(bXWl$%#*Y|*m)asiV|2FHTmS1DTsKYC&_I7N$1GS?y`Z}~5vyBKy|C~x z6H)iPr7eJ+6~}0$Fupywh$#4epsD`%ZL$oeGk9O#3WKQ9N^#0f?piWB2N1|}>U@f5 zb3>YIT!<7G=K{FJQK0S}hu6V+ZRI<0XFpH}lA$1wahUj#@TiihBDV9FtNzsp>x0W; z_KFGChV5*wq{mr*G}1SxTePz>KK09h#|Flm32Et@+fB^xTMC6rMnU=5&nR||cMj3E z2<(;apZOHq+%_gR(nx2>3p{Yv4#7c`Ot@y(+s?$&hnquy<7>3&f2O)RG4N@A==~;s zzU{v)V5y?^(L(3f#35AZ;tM0O*GF;tX9#7QvbGW#OJ%BvYpF?dYVMN zg?xGWrz>MygRd(}VU5&F{ytMLWvVC(LA^@i!KREDn$WZ2 zDd}bs;BB9!9V>7hCUbZfRPQbAu9@&)rw~#jpV0W&(N1xOMmWaIoPSl&|A(ZJw!`-e z74)93_AqnY^7i;Ch4ce6rt~(b2q5rzGci$?t}TyMH%f#Ah~rz#(456v-4IXR5i7+< zS7GLdcyH@sE;2<@;M*w6$J17!*-+06o7r6aDl6=Ym|ZZ!;HoWxstzW{N3_9h5U1qQ zjl}9vR~(d%|?zq~7VJ z1%XWb>7d9vw(UAs#e4pY_PMy@q{5l4WE2X)<@N>1R+C35`s)atpXTiGySNc^KuZ5= zSMSk%`KEH#=Jvp)DPh(XY*P~j$=*rf6$=F6^O?Ja5lQd`HAhX*v?eIi_+Khifg4ln zV`ElQ(pilRn1JU`3rm%_$lBal-mXoD)v<36$6tJo%iejd1%-&iuOZOF8Z;G$jOWg4 zsU&{nsOT@qH5uoU6nqRJM{pq&a@P%zV8wVDK>%z8G~JYu54bo`v2MXQkq>aT{UGaA zY1kt3H;`D+%ycDuFr5#RG=HSPnaJY*=>(pnljn626%y zIAQws^M!#O_5EA88c`Woiz7{UoY2s!MLj*3(s7 zEI0MdrJo3+Ysgg&W&hLZF7e-$j;0xED?dzfZt$X#=1sZ&>+K}`?!SkD{3iWx&=AFl z|Aq>ok@`2mV9=Cw3-AQPd<(~6v5jXL$df>01Jde~otfZu7GdY60c~qC_~r z!lko?%SNtAGBC7Xpm<%~b4NL)#|cxoQGfNn)?d$pz)s;u@p}B5x{+@GEhb90jdG-{ z>UwVBkN%&#OF-B;-t)@d>$;foev;rU>Zi6O{2GUnJLH+6`TNbAb+mlfVZOA~x6{_2 zELCJ17=98yLxcz~-_E@CI*N_;zMD>((M&SG6CxUGXo^gqt=dIqRxqPn&i;xn{as@8 zy0Y254R{qd=GWsv4!rg@PJ&I8m=n{2M7$aLGBZE{B6$W!}MX1x@ zAo>*7r+R@&hr-?RaViC;CT1iRwUO$j+m0cLlV9laTN*-eNa3Fg5 zrP|yOku*GRR)pj^9d4BGAQuGE_j%?lD0b^UTxR6)5?SC@UUPDYw$epLh__6`*0v=} zDS(&GQ8mft)988V2_~LL71yJp!kP3)noDlp$H;8r!%WMb{Y`eyeH`+@Rex%X$aDjUvIYTvS(G)Xm*E)q1$ zxvWk9v-Q>}_AA}#&^;pEt;8yQD_yX`%QNSt&vF$sT6k^#D9jyoS;+pJ6<6%j@)yj` zb&p|W`(CRPJ&6qjk{>#s+f-+9d;^?x#4%?{)4^nNk#TYJ0*06SFf_kwGnS7#e-bK* z4vLDBjIfY}i5+;>PZQ#|q+Dnq5G($o+5DfZ=W>>gx{Cq@T((>+RW35NcMBOLi_nUN zO67v}&oh{zJvbvniC_Ue^4kd3qX{rc>x|#D$vT=8$RvIj8y6}F7s@$I`k8KIbR%A* zyI}KxExcev25yzdz{ZwW{{vVwWTg31O}XM@6R|SsIw$*w?ZOlWUG>_tKECte#bNAl zZB9+fJn?o^CpA#*cQZf`x?iie4$e_vAMrPh;Wdf;x3S0;O&nTl5*`%=^f&P+KEIkk zCJi4~jf-EGb|C~0qrz-CnJFV3kGe%bTa-;gG#)wJzI!;Id2tfb1_+|JwqZK(hiOfq z3!9Jt`*Q0ISo@^mZau0WK3RS5&FPrw6N3k?$|zFM<8TwkrJJ|;8bDfRf7CW97PZi8~Zf^UD>wPC?87!7(ETs7}J+tno%@=h%{ zS9dFPa})YOV~{2s(Mqi8X1oY!MKsx2S8ZNy3I}QNaqVij$Y5DkmFMP?pT32Ij97nC z6E%uI>cLTDr^^#RAXin-O_i`wFZ7)~Vi>vS+Ercrk*=@@RErg*TUg6K=*&1ZWw7oq z14UoIV3Nn3rWCaE|LU7<7$whui9HU%tu^c*>C}i8e)BTf=XA1Ga{xQn6G*x=X?EH? zubno0Yy2fWeoVTQO4;cS(b%Y@W34*+>i%eiuE(yUbsFU}iklS&X#~kw0YBz`eJ$64 zE_mQd6>)oH9rtalKLwSjtvY5`yqnZb{g}G~C!87=H(J)o&Wq*KP*F7W6J7Tv-0v?$La|DMP5SQgX18p3FO`mRVwrUL?G)2agCrKFN?jw} z7x^HWAQA>{ZnvZUM4ljlm4!jC<$j^7d;qDzpm*hbQ83PYEr}1CnV2UldNnQ-X=>`< z-Vx!1W5hu$%YZ*Vq=6vfgD!i!-{kxrEh&i4N-THC8uC1-@Axvf^k!N&rk_+go3keZv)ZS}f>f4e2>k%TPklUl+^9rNx z0I+HkY=;t{G}4jTg6BU3&s8!-;W>YY#*Dy(Y(PiX!}TJ>CqAHPHW4&O1znO$X7?Xf zg&tM`<$Joc{$7G`kpHyLOz<@B`dW7Uoqs?8tf$sLeT6?OX(abspnhxg8n!8GASxAo zuacq3H&>zclomx$tvi3CzU|}NEx9n4X||Xnbd`fjAY=wd%E3TU#3>~7STpE#5Uh7+ z$c`_^f07zNd^6Q4SjnHFH?VvDaGmmaZ414fMQH<=ieeWbXEcU2=gD>b5zb^+{LCZ8 zOwV~4-+9~YS?uIa2R86R71=Er^t)#lO!vKvybl4T(NT~M>wH!Bgnnn(Tb!*bDl021 zEG$eP2%gF(M)oQ$3X9ffF`->)crC;xNW6plF ztpIgjuC1)R@IfS=s&gsoT`$#OXm4-lnzL&ax*rw7!eOrLeb_S-O7Me%h8x0vi$AW> zaTO--l?bZifLxj)3<56VL?LswE~N3Fp}e0If+|#63Jb zBqb&L-U9VFMp|0UYFKNpQ9N=miqyP3C5w_0+VgQb-G;Cy5CTH*|Gj*JpjEn#ASr(6 z!D171`DQ}PHuO>uRIXPP>Fjk}0}YQX4hh(;tJ0J!e>4Tx>dcJ9cbor<1dE&>?yfU- zf0^uebaslSwhz#Q21^P@YM>jFW;HG@?$Nb*8WISB-v?>cRd)RpIlm>3Eu5me?a19l zf#fVj+xrQV9{DkQ8Z6&b6nRp+S;dw6JulLjshGUSf}$}60e5Cy)jV` za0;(Mc?GE%|9Y)^fc%-cJLkc#cp2;62w&R*jkDUx1{-~S{q4>+y)GZ8a5PB}$EC5c z!B+6iB=mmLFT@M906p|}*=xkIZpb`y`RGs%mzL8de5RD4JX6zO$Zg68=;%r;W^GGib*PI%P$XM|Pc8>?R=sEodIRgVW4um=hU6Cii>SAbi@J-phX)W)y1N9V8-|n+ z29T5*8bO+&Q&It?M7q0c=x!whk(4e0k!~afMc*^ez4!P2Cm-iqC-&ZJ?REBk`f|nF zfQcybrc#dS>+CF4L_|bXH1z@iO$d&9j53r#u?Q!e3}@tpoe={>r`}zbyJ*s0obLH$ z;qnn^Mb=phy13nI?^pw9#&G{J5OQ(5NYM?T9E@}T|3oM5z~W<++Z z>1Q+u<{L8iFi=qN*{ic8hPWO6zd!hE+J3xCw@OXD08MrGPw0%66tS2*L*>l_Iu6ujkwIhAvHxa<9STy;RRR{|81~px3UtLy$-fUoB zqc#wT<*&PegZ>csW6I~Yy}kWYt6}aS|JqwZCYIZ9uUB#fHl42M#F(L(nX@-fX5o%% z+{@ws8`R~V9_dp=4}cOWk8{`VR@S=L!)ZT&Mezr8bxXS-{C7$SR&sY&Y0l>jqqh5D z@(E8_dnxX=us685xs#O6GUvP4R{#D1edv9CebY64<($?dHM3`TtqTSFtMM35YsNQrZds`%H3@z>G@ZVcHxn?hKm5>UkpjQL^ z!KONYT9>{3KP|xPU;T`+*Ohs9hj!A^(kg3c3;BuL=eVFo?V3*NN>D}9&1hxpwDZ>@X;hMcr(_AET30>GuwT}D;TJaZzvy`5x zvP?MW8WI-06>yjax|bi+bh@nH0_*kC=DcJ$yd^(CdAewcZLs&v+Qh-`4a23hjFs@({R&##_FZzD-wb<2JdjHi z$vsQ`y~S2WPQcEHYV@)x28Oh6{S=guXw{oL2DRp+B&sSa9V?FSKmmaOzlZ*{^8uip zIIk(H%1M2_pzu$0+SRHGQKHH6?Ylh!(9jDq)PkQp6&DxxdRsWp4{+7Dx3}Bd+kGQ* zyP>_`L7Vp1x6^s6pd1sZ;y=?DJ^wu5D3#a5@bD`}oI31+*c2eQEHT+;aiY6Vu!2Hdz=K+db`;EHT~MnbZED>5?Wjm*!;|Oau?IksIA` zYH#Xz=49?$H>bDrgL}uz&~lX2R#e=8ro$i$+J1a|44MvKUth<)e?K}lw&>Kdw6rug zH|Mc~6pJaaofdka{nsGaqI4Bg~V+hA8_mH`t-mWHAxfDR@l zmi{lmcUy#k3033b=3WL49_Zbte&rHGY=D{{9ebr&;19V{d;$V2^yuhi;4#6HZ;$!h zwZwIa$1(Ra1GbL@*?~_I_%VpNH-t~LEe7_Dmf zvxBAL^ay11@8#9r&6_`=ZZPFeAbZJkO?j&Kd17zo2Il=ceDLB>aBQ?>Cl(lu(!9SH zW%MI>c%K#xv7PY1=EeC|O3`kHHF&a{%sZ}}H^KPwV~~1C{`eI&RbEd81Af^lM=vV) zW*b4#KNc$wLAXCusJ(c!)D5q(-a4jma!f0GeC!&4jeoMvNHg6vv5-81A6wc1mD3R@ zwz8Y^R|eNr;nGQ=Y1wbz(a_BPO5P5{iLhz>a-a-PGe{2>pd|9$-m*w8m-Qx)JMOL5*=|!jOAi>f zNno=hi!!CrGOoHsKxet!?S>cql6a51b*E@_ZYLiIW1nFw{THXB?jZLILo(2~@jPl! zUA?01sliF|K%tzLPnPMpp4z7@nfzmOldvwq+6<#r>af0sX-;4ZEfh9*q=V&&2-qif zC`WI+noKl1xkmJio$|L#K7HrBRU>8j@|iV$Sa#oI(w=7g6zt3V9>6Yf+*_fb$n&}m9tCne^*Pak|Y;Ni?keB z3+q*4G>}MnDM|dMIJ9_gC)7L7om~#N{Nax5uie6G#!4{fwqZ`qO)x4 zhY)4#hy9eT&9nCJxcVCT|6rhj~zOp5GF=-^}U`4 zHzc;>1$D7Ljuzt5FX?jhuEUa*ZvRMn7_UQ}GBM&+4hzxZ*KBt*DE5BprGKoLMP4a2 z&p3Rm{NH@ITRF&w4=2x^#&GdX%}ROysbVYJh;?6Ru2z6La@P?;hQ!Wg=%teO89S%D zxjZTm_^&ru!}=s=tt|dzKij!&E^*cn!;Gg!O?}qnb1$|1%6WgsERAM3a!miBWSN42 z%Y2)`U4Le}v9>_%r|KoH=9z&NaezBa%f@NB={)zlYF3;*aF;_t1=!z5{9*!ybK!bo z$!J5&I{qN*x;XNDZmGi%c?XJ;PdE#xr0*)Se?h=6m-GcZYzp>Yi8JS!hvYknl1prP zZA$V$pvAKP+Y=QSqn~$hFs-Eayq}!cOKDtyKNS^~HLg86qb`MJ*=m=-U^ldUBq{ z^HNMOg`E@Ba5Dcl=K4x_UK?@~dgco`Gwk`^((`C?H?w064H8dJij}rYsXoTxg#7xR z)x75rw!eyT6A7dS3?^!oqOmy`kh8osr%-wUsmTi#*W45gKfrCvF*Gi#+iq({RAF`= zFhJ^_z>3&9JDzSE?B&=JuIemc4ypY&)@6?a8iChmi&l)SVqZ9BP9lvS)4Uh2g8EOB z?g|DEZ^vT`K-5wsXCmj0>$0BhfdD)?GsDo#;Vc#+gnH7e%Ae(<-{*7Q>A>p&XU%bM z+qkAiu+s$zeLS$Ih0iG+ABQ4AyN_}jO8&gCX>~AB#sWMvS*n}ixy;z_u{`66@>_&( zvqjdyoY!;*qQ4UZtl3BIkTc>S)O94S9ij)j8JlZ^PWs-?+jWc(xxc|+$BI@+td&rX zsOoKKdpa|CE7mX1t`-YZ;;C1N<;I)WI5y@=)o3BcEDtJY4IAgA(1-9CTF^M|!O538 zSyXDC|Cn3NAsfVi?EVRU6#%2;s~OsPq%pB?nwKkCRZvf-NTH_IjgYP&;B$9$44`q@ z_i>nLNha8whdY=^9^YpY23Z*`Ce`T6LbDEWWVBUgrqR#JcRJ8HWQ{5X%{*GqAVt*v zFX|XgHX2e;2Ss9R+)-DprBBsX8Q^66ICg6N=SZ_Gd^#nysw%_Z9Wy~sSlo{f>MDy= zG#r;V37PuAn2`}gE5Lc>Lr=NjPD`MEDTv2mfWPaMs?=j{?plNf#A=HbnfFl?iiQb@eFZ*O!ola1dpq z@)gi&Al{Esw zBM7*SQHKIr@F6NF(b~R~^pGsUND9f1_2MQP4Fo@Xto1|RFKXTBa<<_th)ND^g9T6S ziG<&{92)Cuxv~j6AsS#)_M8MoR}t_4D_eQAU>?-1!~yd+PL(AjnPD9*17erJR#^v7Wh32-Q<9FjHW%p=VxW&K;aq5tnZ8=OBV0^Pc*rZg{jg8lANPx z6U~ygrzXo4@9ajip8=nEj#zE|^{$`qS^It^+y*J|FjxfjmQ0}!!*pd7KW0zV+UrrM zbzrDgCb)Z>8{QoW)1Lyaf5P zd@kwaHQAXeYoRcuh(N>brNz_!4H^am#fld1^7QAyaxSO^PE=tq&}k~p9KcZPk#}Hl zVo`|J8?Sj~Z>wpt)Id%OArsGnYcwN}fHsCv;5u|shvXCFX-<*NNflvyo^3YDJ#z}f z{7!<(W%a$dIv=+DauE2zl|x15WAST4g3hHZAvz*RmDEAAhM55CNz#U2+ocTo=jEw-S%?g2O zUuuBE)in?P1hbW)66^YoZ}yQ>jgJcK>Z)g#E*|j^j>M!SMuaTT#H6xI^NuDZ_XX;;e48)ns z%m!TG2IV!9wb97pW9zt5o#h8W?qJ_~bu3`6-1Ci*^Q1|B-TTa(mV*em9-QGT0_gzt zzccy_s^0*?wH`cYQPEtx9t9LKJ*ptOH#O`&Sf-5U&v&mKzpU(5;k}f=;nNuG9&Blz z7_D%9>Kw!7YIo}zBg+)Wjs-=}a}ac1Iq7QSke`5?cEej9Kj*lg={#arsKf-R zvJ&?6KlUy35+j?-z?Gb;uKSs@c~fN9bDE4xIp&mWP9*fZHC$Fl&IkB7Cm0|fzh7Kf z8s+To?|;LxGIUR(8N^ebNyfBb8@Sg7zEUh~Fy8X1=#amJa`6p&M{>Gl;S1$0pP|X6(n~p782NhX z1Sw#)W60VD{U&42RNGsr(Ti)ZP8`D4Dk{FrFSW|ep<;Z)k^wH>xov%wcd$_d z$T0b{_AgO4-%<%74Gv!Ny268{*^GJ$8tb#J=UL9GcK(*|u#BDiP0KSnwW(N( zIEa7Rj&DLAnzf||TI*IzW(qM9LCEe;k4=Tz#-;6O8AWBsQoa72C}cqE8iLYYcX#qb~C&mY>6N<%v7x9Dny0(VJaOSCrwH}!-ke6Q+d6LhUN&P7Aseo*`onug`Sbh zl>%01f5N#B$L<-C&RqG!u6=HlQ$0-wewNvUP)5YQLsFv08G@(57$)a;u$0C~H zOH{xU+B>N?a?W#l&&?gs6Wu$B)Sx(z?cA69E_hi|c7K|~X85g6o3 zl!iRW>S1+}3sA)d=&6E(mCHr^Jfu z7Hzxy?8nP?Vk=xZT>N$_sOcXU{9Qi`$An1Cn%e!U@>PiW7S{gr6~M1o-W4S>F3vZ` zaaTu{!jJ3RQF6c&jfs+utyk?&VWiJzeT9g$=D-a5GW$92*z2uyC(f9rh2=w-uB-Hq zc4rE7D`H=EHdQ=ILbC~5sTr$AIL<5-cL|?iQ~YjEC9f=P(Bj5~2t)%jyqc9MDCO=W zT@0!U-qSgm_1X>{R$T}ov?w}Fb~K65ykuqE^FUnBp>sDT2KU#5(?D6P6bUUbfItJR zoI?B)8usm!b$2W8dxhFLdt-(okoea$j!kwZi5RQ79)Lw3P+WZX0MhUlWW9%6gA~Hc z)W?RUs^2x>f$Xy17u_1imyQdiY`i=yxKkLrk5Ks)Ca%5Q!D-MrMK})`iWpg22K0GYftLhM^1n51QExxLt#@vc zrP0}1l{DVJ^~lk<{Q72^668uCX9Qpyps#x%P6$%S*{QdE9Kb)?8cB4wjjE9~BC^s{ zs^$RwLx!YKZYyG>qFbuDgxBY#WTytb#!{=}9nhyP#mo~MT9$1K1M0$muvHp@Ibf*` z=tBhXx+hKOPZS@ODQrDL@+1u;9{du@|5QC_j31kxao|%T1=3ZJO=48!F=VN&Siv=V zRVl_w0~aWEgK2g;Nl1dz>Sp~`IJErxCh%X*Ko1EaVgzyZCz2S1y?XyfX12aa$1lqS zH87hn<1 zi+j$lUJhKy1LR%#UwN`UPN?H$>uwG7D`^~OR;@jLKBk-d*@!jxOtaGUX*Is>vCY$o z;B`()K4gWaeggm@!I$r?QXx310>uhtUJdL@GW?t*+W+cuWtdOiXNaB9>I+yqsh;G^ zzYxAwHRGtNSLts=f1;sj$MpY3IgEvDu9x(S@T|qti9C^{ug~eAq=`|1%S0z$g>UX2 zsQUulA$Y?xT(Btm-2YT<^Hs_->WUzX>?~_HKMS8EO}Mfl>+$TyWmx{b+rqm$2Lzc` zFv_q+0{VwmC0F60)uXL#jji*PUZV{AbiOy2_33vN`cZb086T3?IdY*99ad9ekJpZ$7&56SPiu-BT_TZkE01kp${9 zCm2W%7_iZXkU9rr5CTK~JP} zc?P)k47=PfDA5;?xM|%V1+Q6ZtD~{E!k5(QW+(2+$DPpc(nj{Ncz+mWGcft+wExA2 z4?@LW?FIq{9vaBz!pF3@T z^G+wFO_=1FcvXRWj0VD1GbF!CzdaktqidGJH6rAp40)R7UaNWa>DM$-4B+~brnzW! z=Gn+If`)J*Mks9`zkStg1}7)!?O$vUY>*+#0}0qU=}8{PM7r z^|VW!ow>$Gi|#=Ti+YK3B=f9CFRB1LAib<-oSl*mv8XQh1^ywuCeW%JW~y6lisd>p z$!fAK`}9ckXo)%c(d^GGW4-5@+f=}^ikIo`kV+e!Y96$2P@n8$L)g^S9|2DFo`U3* zvqcgmWRnc#Iklc!dRT@fjLsq8^R`C1evu0<>pXn_cE2_1fsfTuy*+c{q_rKfgeIDl^QF%=T5p8gToy*+(v6Xp_rG!`8 zK^W)gBLf<@4?)LKxacTGGH_`jIh>}ScJC3~0CA$3vmezt3uB*F$HdAX9a5KYgF!AWR#md*R^(9)vFCG zlB4%4t?oC1sas{XP-rDCWpjy!_m`#dF!{_}VbAL*PVf_unFBy)VX^{)U1#ZmL$m$7 zt+3j~2*4yA@`;7oVJv$par4L4&s6P}K9_m@YO49>k}o3n*osqD$!L6M{xGnVW)IEq znpvA(HfdAPMWA@Y4l0$$`tvHo`OUuYUlCGBLu@0;1B{hc`jm71eQ}1V8Bz1C;N8XL z(^kW?M|q4?Dj>%w08Pq0(;N}&q!DrjJ2+b=Z@;B#^$9*6I}MSj$x{CX3^K%w3h&4| zH4L1lPt*OeEDy0-jb`=AS_T8Z^h|Tp=|2Of1~B>&HD-=QzwVhG;Av#%r2WrUeiuF0 z5rN(#DJoeIT?Fdcn#Y&PyBHjNBtkgGaw%rzy;C(HZP@WAO zTV;d#+-2vDz5S@V&x%-;^O0jm?cNRxF6kQ({gxNh&u*2feFGlEN`nB2hd$)FgD3Oh zJ&NneaqoyHYqxIBtVsGexKjX$Cr7zKeTRD0Xis_=Magp-xAuA!2WQTp1hq_2;mNJ3 zp*GE2197^I*2Z(mpyziA`%9w<0Zg9@wE?5Q`mrr;&@6f6*?a}H@J^5tTN5uyCuYTL zA<{#bu|R1#A6WNlwzJ`WRL@!!sSA;s%Ix&(z={DKZPCqxbD@< za`Ya5l9)`{=?{p{o!an}2HMwuP4pA@=N3_^sR|za&7QC6fFKM>n7!!&9E|kc?a>QA zy9WA{sG1C1lEC-A!*KYE!BMQH&?juctOE7^nM6)jS3zHyW*#%R-RZP=@B2EIbTILv+kF zQ0X24UC@t#Xxw?w%H`FVu(FZASaj$ zH;S743P~3fO4ygl1h!#fe?Moj((i?($=A?NDM$1^X6+iv9Z8HcwU_qFWnZY`$yZiZ zK*R6TsW_BE!pP`WavnVl1cD2Z#~=TJ_E^{arfZLbF<2-aIpy)0{{J9`*^WIyLyVHkRD@zJ!{6+b0*(bAideBq%S`70J04SE_x*D z>^$Av*<7KR>(Or3uxK5$J{l-q74qWlD)NePYEkB#Tphv`4XiG(Q7M(*0E{kE(C~J^ z?Lh#j)NP+egV1+%<#r7&v+8j%|ewzV}ou$2`?kBX=>p1!1WPo}6G^~LQ5@I>uE zk*`_QJ|KdQAgur0CnSOIdLdXmFLeJ^gJ+<`++kKGow-uE#o4nSCd*T6!NBYt(NEzX z{RF;{u7S4_mtIq%3$F9;C7J*)-CR?9kjSEON!rX}p+XtndteqOtq&={M)KlPQHXal z{0z2`Ya5IMVoh9m0nri%pm>o}4N-C;Wuli_l1@YT9^lIxJJEz|iQ z+fL)mT>H>6(`tOILDv(Jt1p1Be)cX&Pc}B17phhdmn~yn()rg0!(gdEBiP=MR{@Z?3Q^f9}!P;sfEz!=dmS;%(KRvq5qY9UiiSks*{>xT6 zpVvs*GEi zbn@twffOORMeN-&jCH(iu;f)j#!9y(q4O#_tjy6i)r5Rw-W%sP(37;~=28<3IV@nw zAU|js;@o$=5K8@44U02#`E%h5=C!Tf_CC)&KO`UPm^=F(@Ia1GIH-jGJq$BL~a46ci_89E&W=^hu=R<*WgGi!0KBVG)-4Z zvbmdufBYW??Qp7oN=mV0TfyKdOK_lV$9Nt~Cnh@3GJ-57#MIUTreIY;kef5VcfK@9 zy#XS2$;?^P+DR1+-z{7Yveaq5mkCI2Jvb-#m&ftA`jsH0s2Bc1m?}2!;OVGuIh;z; zYP*d$(O{@&njB&e!ZEPqAlza7`+H)dHumacm+q~LQiq5tZL6^*1&nx6pRAe%WC(E% zV`NZZY1`ABF{I$ane;!n0hOgZR-PA&Hh0$}xq61+x z$edUf9GdIhM#C64i_{pCd^O&a{B8>WVhvlapx`kB#G+);PqDyLsET|9vh_?-QBemJa1`f`G)nT%Suw1@ZOe3DU=K{^uF3TQA9k^I(@lh z#pIXuh}gWT=a>OdS(h+YR#yK1$23q9tNDjaaYof_%lw}m_0tSlEj^ea>9+OuCSWal zweVlH`-8j@bl)j8$92T7th@V;{=`?grU-I|$*2PfPBGOS%UBA?yOp2oGFK=<(eq_) zF#YIvrbr~vaj0%2k6{NlRaWX~lni#!WX*i*LVvhe_q=8 zIYVV{b_!V4leu6>Rs1P81i#H%M0IAZ`28nopQadvfq0X@|5Rchz zCw|OA5vdKvva&RA@x<k|Czd(IN7ryH$VYQIi! zq^X*oD;mBA?2cT6t#+llx`XBL>8lX3vC+K?KaH^(UqQObnfIl(Gg9T?{5sTja}J=m zy?$^CLXHQpEzSLgy*qmnfLTiTN%gTqJahL?;Nv$%;bp~^UOL#CRpUEpxIja*)tk8^tdHu;o(f=~rP|}{Z`O!DQpSpx4eb`D&gPe5O{igz7 zg6o9pntboWFgPE0+0jG9NUmps2G&6XMRElq5o_m3N z)T}KeTRf!Wo3xT~VkJRdKO32-fdAD^fJ9%%?XYgrwCfPXwYg3_%l7VHQP@NwW&20Vg z=AOR@GD#XV?Nn9g7fAbhi@}|%(H4`uXkyu1>KXM40K1PFQQJ5u=xogZf~?JuTr>y{R)oaQ`885Yomw22qYRA)=L_0#$F=$?w}T zmD(KI;#Po8h;R6L_03Z1_eutkm+4*J>Y|OG&our4K{{ke0GObm=1G-v&oVpjCX)m& zF<0}Np&7wnBkV2?x(ULw?V?#eKAByvkGIFqYi$6cmkS5uPdkZH7hGbVy#DvwlYV?~ z8@I|kBM70tgFQv2!2>Ui?Ug#@;(dNMd|d5O5!Trn#oEZ*1*Wh<*Fo z9QbM@HkFWkR6g26a%!=bkD*gTO457N3%Mb^g{T>^mIDLtC=V7AH7TBhwLI|I*W6^O zD{R06ap@hjC;#lo2BysX{OY$~qsF}Mi+cMVHu~e#my$Q%d7ZJiW~JyeB>9P+d55($ zA9%T*@nHbWy_6h-4Yn!77PUFBU`60$Nmw)v{{b!IeZ+WKy-H3u$hJ2_`AVaqDf^7i z59ozgq*iRFQg7OH}$+rGWUT$o&E)0Tn9BE4&+h0rw$quY>az3 zlL^xu9-Z&95&!-zcAlRqjo%V{Uz>DLNqsbO?F_m>`Ntimyoq-!4vSzbmNOo2d5Ed% z7mQv|u(>|0z{m7JB%X|BD5>b4uPSM*4hN>rQyO{n2a992geNug*FjGk2oAC{{ytPb zP)LMsBzOnOzK$vOvwO9aQgSo)`@_f92P`HgZ8+_JsaPKtvP1Uq4moI4{)T zNo_<4x~;DE_Ic$4^ieiLuJj2|(N%l$h3Yd{agG+%^!ae6`dF=A%fVW~hqeyQg?)N7 zRGC~ZdG)=h$fhDo)h?deZr1zuvVN z)xETvoXKEEJyGK)SA67CmdW(n7FvUpmlAGuj6No%`Z3Mo3xrA9cmH#*ba!GYX66{D zlII;VaFZ;|h}-(_1K*gx$wdAbJ}0-G5&x=(ouzn3{ojLs{m+A+6TV?^cR!b&7o-x3 zsju}eoO=LqCw3=h!-!Z!Rkzhfuf+wQ3dps7eJp7%_0b*F)f`dX7qG2zByxDm<53GY zcM5-o(%wv`z=`%Wsvcp3l~6`vnjplhYf)n>hErNw;&y=lRl*68s-83SQ2$pNxk&x8 z{@^TXuqjaLPF_B~Z7G~W`QGH*$fvqNX1?oWtellOmy#FW+oHKVQOxKMVMW1^#s?`B zv8U{Xg%4E>ahOQLIC`yv$8a1KKUgs{FR`KKM8u}i;+i0vZs~F5{NC5KoPWs6=dy!k z>pvAzCuA$;d$(Z9x_|pwn1?MS-Y0PK_|L!IG9I;ekkh62lFwyk`QN)V>2G`rk;$f$ z7f&=_^jM-tSaw zJ9VwJ`m33&g*t=aV>qx6MNPXXb}_doK6u^q60zU{#|`1Eo%08Uk)&_LyE>UZ1Vlx81kc7rMtY1| z!{Cn)bmd5%WXIt>Oy4`zt2~1iSz_(uw=7he!mBbR_IL`U64Bw2922OgrcfIV?k4}x zXGw~;fmsm^(0zizlAG%@pj(d{1v?|P#Kk6wh_|S*S5ZH$Wt>d^p|6JaXN}RI1>ax1 zQp-F>GOeY+IjJqu9#0aDjb(nHg-fX6eVCr2v>5b6F`#G;bvdK1KXai_Kl&UM8-unP-x2x*+=6?MdHx@ z_gEHHV+M^xcLbFZOZF9XVnpcA6CO;WC^R8;r3GiVrSm$fT#ofmOpiaP|7Hz87xztY_ykOf&Jw>`pEP z&kZ_{WnhPkec4H}rq(?_#jJ0|w$+X8XJ%%i_*_UCf*M^f0owJZeuoLYP5H}?hnNlD z?}LWS|1%3&@ZVNSR_WP_0i=b3*;H@&)BRi9A`>`Ac`RKCohXj_7wm1HxIe1y5sD@J z(ZhE&OX{GMT2B@n@Ss4z(wz!VfQBfl_rOG!-Zl^m3uB3PQYTNczSW57{yXkf7BO>R zEHQ&QrHQpOD%`(25fDf<1`it3Nrau+dS3Pu(^2>InzfJZTe+)GR2tO~%2`k=Y%DAm zc&o!~9D3iZtMJ%$hnqf*EqE~6t{ayoxVzqDCv{=lOoMF+AZnM1GVD?Ke>WG*(lV*` zATP(0C#I9_^pnYBdM7Ru+28r%t0SFK-!D9+vWM^X;{>{c=dcX9nxdo1{|pIXeHMV$ zmO5KdD`UBpza9(rQ&AFmM^pAA`8oUdU*A>NK0Jxr=bCBPGN@(~U@k=ON6o|^ujZca z;t#`ml7DS5r6O3UvIb-IW31v?vuWnOhllZ4*%F)a8h?W6)nF+Jw3dJHV||yj<7Po= zP3`G2%GY;bAiT*C+=PUie(J(LXV5dAT-FvDaU&rv0rOl=cL(Y)ocni29Ssf+Dnt-$ zi7_m>%;8*k|CrIr?N85EP$s>|^qI+Hm~?`K21Id6C-^6MnhfudrlM12^?qXxeaLHR z%w1g*DEsN(i}E-r}t(c8Yr!Gif-CsMhtc~Ji!|-YAxBVY(#`Oep!NH2w?jz?f5k*BsM@L6~?;|)q{qczQdBmryNGv>G;tMJ4vTH<1<3FWW6%7-DR&*>In^02z>Lnj>#V|=-KE{I_@Q0~*JKrKIod|Iy3Cns~)e zQEMriHlq9z$7lc7n_(QIJbFd%*-UR_lBIifsIm4(pX}EHZx#7NAAb7r^+5ZDyf=Ba z&#td$wmol7e5-C}5YbGoG+9WA{Iq>!WDCZB24{n??`Y&D5x;IzvNS}yZvoGLNvF&D z>jhr1@(jL}cEuU~rz@yfvh=`+PcO^eF?6 zs5-G0y8eS1&p*W(zJ|-hJj`8s0q!xF#wNu}F=@CzY+|etBt~8Dx--1+chUjRrk<_k za|GoC*{~^Ap?th)wnr8<{yz4EK^-$2G5MqaE>^nay2u&J9IVGouz$zyn7tpclZdQz z^A&TVfVlC$U_A&s#uyQo>X>aLO?hv;GrTq_+Nf9F)oJh|JcV>Gs+*z^@ zPdw>k0YWxCTbD*)g?q;-c-qG(dpWF`d*mfWm?hi(W4Vq~3v|sxalIX&t zK8!m{7imU>)9j|Ktq4<3F2!f10}mPdKV}fAH?3Nx5L2W@;iM)eqfb=VN$azmN+2U1 z?ng)gCnxsef5MgBiwC=z(|Qvm1x+VTDwzvUF-hgU#0g)+MZbM1XHI4A0)q|z{2dKk z!;Iu?lZS+bKz@hnfqimiQ(yLnw(iMbj39gD@)V~gVI>bUhw6RKlVx_U7kt=!tF81_ zfpjT52SKb27f#4yTy!6A7Y8pwV(kzA4V5rF1u>U~aJ`rRb796mEfe=H^;W~@>)zMp zkh`FApYlTnvPW-q;onD;p3nVYCt62?nxPz@8GWnXq9=HBIERP9pCgiX$eJ3AzSb>X zwtkM7bl|yZC81|+=ALqXEiF*km)2Q-Es4g9zv~p@(w~>hWTDKRc_09dQ#`rZr}C%I zhL^uAsL6a?2h&6U&qm~_a{EgO3S`fY!$l9BWdGIGl8!utmTc%Z8rRigV@dBLCv`sR zB)I5eNnd%{b=;$Tl+DoF6`)q{tR1d`2HWDSdoRIzj8S9zwci*mjWhL3EGmLV(6XsLw^QnPs`8VBb;8BnFe8qPvn=u-7Q81F^u9C1QSx5bl2s&BE-B z|DoR)U0$u=dG-93dW8ti#L8+S(Che z93`9k_H&toHEe*TYK7-^(0B~=G0`(deT=peY2&cavK!fkutYQ)IexV3BgG;RW(;lW z$B`Ni)(cZ*E>y)bX@4PpG$wPUgkenEBtb^3{RIUqVS8VM*phd4k{YwBV#;{^XeUa> ze}US&XY}_buci+2rwc{8netzMzOmttinQlNS=i*<`C41DZjRm}Yk@x$=l@2dm&qe5 z{6={;rS2CVHMvx0`xuCicZPl7vV|mC8(NJd)`_#B9|-j7hrx3B4^nY-+pGT$ zPv97jwRCspbkYu$z5kl1XxiRc&MrFiVJBRa3O{lH9^T<>=|0Mr-!8M}PUM_6X#9SH zD_6UAx}XE+a<<&_$ydu=8Deb}tN#X|;zO?H{5a*OpN$z)u115u@KVtimNBe+WOYJ8 z?1$&tp1dMzcq&v$6ucx+u z7jHg=-d%1I{V*boGsm&;;#vlX^YBPpKx4&W!snUuz<{$EZZO9Q$?Gg5+e>$1{_IbO zmazb9a&i85lNd#Q^brIN4L+yNtzX;^nf;$em`OLz6o)6vUANuOjhoj%G2%PgDj=Qb|MgW4u9UIXi*XaN{4Ybvxo1kLf;%7-OGV%L zCwC7mR#jxSU^S&*_rQB$F?LI!>qFHQV_wMOTMCL?CgvqN5Qi`?F;M|KHe2GUcx{ z#Gj;D8U~0L`aZ0DYjHosMlb!vS8jV7p~4CRkS%@brvJi8N#n7J-p**h3aI!-$M`n= zC!3iCHGg*BYHqe(X1vXNYcm>_MQbmd&Wubk@GFy?c7(%<8-?X#QgdF`uVE%5;B zwV3*}c}qakDRqK9l35e)hn6gl@%3!LT_lXWHS;>ZmBsZyR|_p*zoN{g^QdLBA63rd zL+-Rlc_8r0T*}}S`bl2U)#4{mX#oD}O+ggIA_t2!4B@%MazF$O!s))D)zQH~J*#_0j%Kao( zUktaO%J1f~a&qpr_+MuPQV~R)Q{ic^q9TGqIK^Ww?#^$PNM=$Pjo>Itb)q&^pg(Fj*>bWL|t)R zt3Xa$q%h0E$F2HaENOznzKlur2k)8kyNPpn9bVekC^uuUBpIH{8B6s%sZ~(mmCUpd z;)+yFU4P#9gCtcUa`461qQ18P{^|D*nLFzYRTmHaxzR`9DivGlow3(tM&T*K_kuEipr5*;SOwR-5LngV{SW;(gSIBL> zT1$f9L|@m!ippC3=b0SFtDmUmX~99X7SDPQd?wR#aA(6sY|B+TMyBT6xUri&z zmoB4P10Hy~_y%&@TzN|_@RYk3R``?)7ndz3?Pb$Aw0516i!8WyT3OJ5S*^M&bdk0y)zc1rVU97(Ld-kf3!ipI1kd5Nqa zQk72coU4S`botUm+`jnEFYav1EevhS*?Q4hF!ipdp#gB0rmUfn_PTUkz?@gkh|e|& zQMr{f&WR`-8&rD#_+HcW=A1kV_HYDHPlepz*v7^vM>xBf5hWAJz~uDlue!FkEM-C| zbZM;bHP_?V8v(?YC&qhk&B&j^pTl>FLzdN$-aJt_0{(d=Fby-wBl0_eTsjPr? z;jz2Kdh^ic1&{ywrDI(pV@ekdHrq~etB$uLf8#z^lh_L<$;uo|v^yz_r@9`YU_}4( z_l`&Q1NFitn?-| zCnoC25=q89NGF?(_&$euSu;)T?}QbNrKf z4Ds7}C6sa^FZl1)qhmz2>5m#R9)Ce7VVvvOC_yLwC7;NA#SPvvkA2m^XlN*#hW9@1 zj4QH?9xj@l^;Al?bT~YRzPxFh3&LEO*q`?rMdn~-Q&4Yu`_#cPh`HR$SCVe&6sz)>RuAFb~Y8vAo@1cq~P=l{#`dj?HhTs#eIN| z&d{P^?uU4{l9O6Rhu{6BuZ}+b>>YEo)-$eewY$5GZqJ`CsHcc&mXHOcH8l!u!W_hp z#Jgz!zv|vHDyubW8%0DwBt%+LKw3bMmQuPq1OY)x0qG6_>5`O2N=mwF(}E zK;oMZ`~A+pGsgSxjI+ibWADua>sjl*XIwMxdCA^jamCe@c!HgRZ34uqxi)Y9@TIAl zi$BLQA>tA+;BSd$CsC)n7m3`n5{=x&>k9h7hu#$5I`6z@p}`aSnj}ZkfSYlA2Ra-83@7~|zh!RIYOCrzZ zHN5akd8w79?jf+g?i0v!+`V2oZok!{k>>N}?;7>W&I^{kl^e$RZpf+N~YcnlBrv+D&Z< zvA{03A?$LnHx&Z~Q=0esDV+y-$Xa?Bzv4s{?)2;Po%4q zBoISZA+&e#Tmon%EWcm>xtLLkNkCb=I``m4X_MkV^@~mJ%{BjSpF2*O)i+}`EV1hr z1KgyOo-2oIF%MSsuMM)a#tUj|sCp~nm#$8^^8jBA{t6=KiOjY6{_1CxSHaJ|joHy> zj~-^;`1g;UFJMmElCa=i(Q~JX&RjQ9sHG&X-wiV43)R95k!1?Wp#RPCqm3kIeD9=W z)|)L*3f~7Q8W)~Mqd=ddq&@G;Gd%}&s}X(l4|i3$_>70UF|Z-E6$;@hE-k<* z=WCk0bdv({dXyW5SbuKw3VgYwBB1-0Y?h}urTCUzB<_KXP9gR7E4Bs+cTvpnW=h?I z*H8Svb9`9_X9Je1Q`4;2>6Np}Ug()gC5^^wz5;O=Dfmij|2ckouLq+iHMJ`V0uwV) znBcLlw#k~}hUGo=(F+JSvGh@%8k(63{!&|E-fK%tqpEc%5~UvCsHZE&f=%PKU2S4= z!&Kry&K2bz8pNRuL>h#0;}MMC*{6_?hkph4*8jZv@ug z_A5M4ep#Uy#V+LALm1l~6ez`a*$xY=oQLp6$>eQ5`Py|JFB1z>Ez3Xu`1(y)_3oc| zp)|_0=H1s{29^DIRnH0&oE8p$E!TB$C`5=9OTMfuTd3y#p5!oev;1~lZJA&hi;=~B zBhI%bfl?gLUVZoxpBPYpAt0bsnqKi?J;MWuZskv3@{kr1Y%X%w0+_VY$0VgWXaQ$^ zDmb!!K8vqR>*np5%a0}6PpovK5>Al=m66n|K*{#@o%@1 zMM+)^X`hZj8Rj?1xejG^4h_E<_ave|L^9qYU%L%9``Eyc&}hJ1xFxJ|v@db%{T=Q0 zj`Xh>J8cWj=63_mMzZz@IlmHUVVgP>g`JD?Rx5b}HjKG8=52~O&t(PgzhM`Q5NA8@ zVm6N##mOPB9LjZCqSYoq0Zg-~q@kUr5FjX+r&?x)xf1jHOOKu($x8c!E_M&06 zxOE=h#0#Mz{;^5TVzO!WypWSV5~nNS9GAX#Zg-o@i$>mom#1j+5p5o;gD4~vui?H5 zAm2h<%P^$7L=Vvatk`-cAaXz^M zu@**;_$!`#E_{3x=KC$MkI{HVesVzjpE>X5_$LYm{>PO!e`VUlVu|0D z^*r$yebo;9Pwjm3?w=v7D+1%ewWG=BD&l(k;_(w{IDx}w7zbxEXiDL^WC40t# z-9SM=H);uwx|`K`bf*P3wD)TQL%OTAsKwSSvZ#n8XHPhj0D6waU0h2xNGUCuy?#wg zrnlA(b1NS`sz=V`VCN2->ySUz#+da}9i6$e;eXm8t*2juf2emD=O)wCmWNgr+QG+i zs{{&{c(k{nqMi8MZ0pAn|Ba~p*Fxrogj@2=T)WS4W2;d=<|B)%K3XOu_{yoT(@lV9 zMtb7jn3s3JMO9Z<7bamuvGAbt`XN?d?zoPW_X;JAdT!{M-l(@ZlbNeSo&KQwW!Q@r(y*KYZgb2>Y z(ALVh`5(x;nYmGRoYoXC(I~wwXxE7 z_tp&sf$=1*CFmv4zZRCfBptOG4SYbr$)sTB#;{YY_%Mo)gjmVkgv+aDF?c@Z&eK&jZ~* zb)Hze^%G~WckI8hdiW@OpH3l8ZEgK}_G-&d4$0A>P;F!)rX%n^;ddHpCaP=ouopLi zw9Z)HxoGm!fTB1H=B*_uH@x+H+>jPC5kC^U5OCHP+J|S|If|cfM8Ah?JQ)U~5;A=h z(m)`PK*Is(hB&7K+)q#xEg9wH`ujzPr$Q)k%CSw^Q=8oOm7n{A*O}B_y!z9UbcAda zT*322tN-h7ZRS5CK`nI$zMwtrT7s>hII6j;q6EyFAMqjoVnX`df$am zBlBqqHr8=XBn%l#=?6c&CtD_ggsbc_i^B~Yn{n$Mwq}wYTY3X7d3O!Jr%B`NsnC%3 ztG0~;W24tH|BT|I`U^Nd+KMA!1?u%u;k($@ENU5gdYalzpRMEJVJr)7pv}E?KG*%N z%|LRr_Q{$}#Zjk`hKiax_IjfkF(hrBcVGW>_G1h%?J(%`4FW;_{KupJ@EJCa-lnd) z_2>cl2S=7=ADu*?wJk&Rn*_=zKQ+zVzCo-{k^L3V);SLI3z3c0)9Q!agrDGM_x_A% z^D`q?a4iWyDpe%{0kUGLRax)EYcp$b|8`l=oazdg8{5Y>F&sHT)wA9x3IFtYm#l(I9NtMJufiz$+Yy*Z%$o z#ci{>S_fqKgux`xEmf^~bk|0@4fcJZ7qrAk)ZQO{*O`LWhVtj8b1 z{%>8Mo7aDU=3!Lt1PkxCf*8p}_+~Uj5*+?cJ(qoD@t45(@Y78*)Imqv7tDXO>W%_! znF)X9rMsgk6HDYg=KHimRblWavjEzk?2dSz0hSEBxf9gcr>^;OXk_HmXya-|$UZ5i zvI07?W5sONaLsDChFT%HpVi~cN(#L4H{r`)ecCYps#x8bvP@xne~ayn9rtcJ1GtQY z-%fXBRUo+j4&*L$79#f{8xjcN-*h+; zyUc3{3}-f?$~$bNsqx6uxDn7DIxZjM!$z@V)G5A)@GWGVwED%(-zufjLTP_S5{9hS zew6`}g%QWkAhTEZ9-bg;sU`IXP&1}JS=?XmG6QeQ_f!Z_KQV-TP%9V!@&hzU)WKq; znW5yVAbY4W8WMKYZ5RXHakxb3c%MgdrX*vmO;GGQbCfM!OF5*gzsxQhot~y>HRR>Q z@Iv1ocMTrKu&-`jQnJ$moj1AGc}%TGy!B{!obmDMO3U5KL5-|!E4FHeGYWy!?xJGQ z&@+)`S}7%-!OQ7WBfh!qUpmW1zdRKm|C}8~T5Mh+L;+3m;r%yCJ1^`ssafZtVT|Ri zot~_CF#Q&{7Smk}W`URi>}Xs%8tmhnBJ2=-mZ2mO#A;wYdq|xzueRIN3_XyEe>VQ~ zg;voyU+kWie)}MTE;SQ5ts9Zbef08=t6+Y?T?`|U%*7IRmkVBw_s{E8oFs{m|K3xG zpt`SfRZrWz;ESmA9y)wgOGorJ^|Pd*&F0HoxNF`~NL6*rEgI&+u_PR2ValYY&bX(N zEBqb4vgR}1Y`#wcM#>{}adx4wTRVvlm#|zRUVAr4r+=TU%YNkZlMg?5`99on1ryGc zsY;wM{yI&Gm@QTG9UAOKU2fyI3yGrq3g(U>^~~vP0}C%5qctKnu#D>0ma(QRzHcHZ zh2t5nSO)ZU{CJT*wzzACX{8>LKtvvav%qQgc5>b3M`Y|62GVZ{HT5s@LB=Gdyz|td z{uM2kKTWuMSE3~a1d)9oOk9*#6oKY6Du@}ayv2L1w8J#BbQ9`soY(tTe;fHLLCKfI zgL?6NO(AB9=XhG!My3Mx`5I@n?Gt5A` zH)F=k!$gPd$61E7$si&9<_BIv<;LGLP{$-fnV zzkKjM?$lk!NW+K_<;IkySw5t&2}cx=pzCTwOvh;41_QPR39){-OEN4&iHjuC-|O*H z2wIJ`?>)G4SMIK^Poo~Y#xwODCo7ic`<;d;QJC>mYPVhMzT%m0;S)h2MHmIMIQUPX2|kIZJ2PuqVt_lQ1C8W`1({ z)cqN6;*=F`y*(jU4`yAfvC9pcVix~fd~~uB=o+H>G^+*aBd@xfQc+k$F*{Vq%5Z%M zYMDff!P7-ieK+)POU`To>yvkFFk(oxohtkvP{#VChgR-2*q*zzhLzn7sJCj0XF;V> z=y+WBdFFQcO_}zF93r15Op+^0&QEc*+B+|lfBD+JmI>d&V;PR@_^NWYcIyN=zXi`& zJ8l0`oWaMXw>`)A{lNjA8V1vgoL)) zy-;$Wj`xRo7wxwWptsf*(MyM`Y^A1YtSTyqeConT++|f*_q*=YcrUQNUX@+*SyP}h zl8Rc~k&l7D5|&4y0lSHmm^V_^Exzpl;>hgy_kk>oFTLK8^iwV^J%2EIE;`D|T1(eO ztgfp!jbMXXwHA#+5FSi$SMq0_X>%I>bU;lDrW&k^S)pwCX( z{2q!uw~+yF3#+Q_AlthrkvHPV?Tf1@89pq(K6d-`V848Xd2f+3P-c8e1HGev^@oL% zsa>b0Z}V)89Xuw{$Wvw`neep-6}P`QHs|UmjsAN;5&f+15Z6lRvB=vp791)=g2Ur5 z<2&TXTcICvF&lP&-1$4><+VQt)2s(ArV{T!C2o=bMW z#?1LLk75dcc7=NF#u_FJjz)|QXRvgb^CP1NV_^;Y0xXqpo6Mx^`vb` zKVHMhd92uP{x1ENSo)p#bbpUZ3_hZ9+Qj?SGVGegp>T16% zo5xRq>BzInD%50|Ddnr#1>vh5RW>HUk-F(4)@-8UJ~MlV2#q+H){JOpXS6(;wClZ? z!|_7eoqdi2W1Ovd$wJy_rSGAL#w|(F9!Z_>H136^q@)CGQDv#xo}9m3bDN=bp7plo zO+H>yBf|~|X3K_2(1^L#jQaTmm;?ns@kcFBM2!s(5YylFASKQ$ID%kd*xR!amq!u( z22%!OQ_Y;6Pu}YPOYGMucIkdwRI_|PyO6^3WG+)Og2~chK%R&3BKMzrBMfntUJC*? zC&YklMe_p0aO5>10upx^jy_#um(#Ctb*OlSAHv97H##_IzYxa5B-qCZybl*UUi#(* zPK^gC#m;Tau+jaW8lP}-X66QUyskay5r|D)g}H}_af$gAL%>{ihIma_Td%7NV9HP$ zUx(4;l@qaH+uB-M-?pkIU~Lh4=lQoTw(1O)>%{Boua}I@ORtNgj&}~?g)!V~tE(p` zKZT1bhF}K!DV&3pGB0=w2TgY8THwB}8-*KaUkYvE3Awqr7zLO4<<>%aK@0JLV`)kM zGCMft61Y0l&lYTUXGIAZFG`Jms_CkbJ#|(Rm$^b5iT|Cz8Jx&Vh7F&suI2{wELroa zWgQA%?nPXIXh@nD++nL%GRG?(DVUdk>9$qLRFvuk+yL${`&-F|HJh=4rHg5L(D>8K zFVxvyAg+TcvT$dh6p)jXV|dd)IG9D9t$F4U^YjxuO6gAuRU7HOY&H*Ra~WY_;o^CD zzh~(cj15CkMMG?TFoOtG_F0UZ8Idj2DN86~Pg;ROn19X9y*@ z+M~QmuNZ={vBig(jrH|k=j9tfVKgGIIZf7kvf=Mx4mkyeA3oPu^}959;FG-tc)LcA zf3PMqr#((FCQaNhCtOBYNT_IDehlW`GF~7^2@nD#qvHWH-Zc{Y|G5hhyjxG%anFG} zbkL{OucW%ECCj!|*9P-AbUgf&E43CuA(+3d3(plm;mW`_<&cRO;jg2(M!=FF3n(Rc zjD`J6qj%BVp#z+KVN(1LH%Q+tdy$m_E>MaOyPgfWEwaCSq5F3sPZu3rUQt!WMD9HE z=g;SPvDnzy!oors9qmF5f|WNG7P@*0I$2EF`Al5u;Y>_SYW0i`EBS?m>Nczdn5e$N zczMj43-*gAdN84f3Q1Z_RE=LfS$6GY9fg2CzqnY_hPrO5XkM34cKq=KNiK17_V&&Q z%%X8tl?foC8yp(4?3J7{dy>zq?BL+=<#m$s{2u*-+;U zkD)uvti#TI>b!|QPZ-mg9ndia-CXezEQq6K5 z|3f#%_)peS%yiLfWnHXY5TPzDfvCGpOiahQ^YZhLPfw@*bPn7PfjArhOmR9Y>9BeA zGt(s;n@Cljb*L9gG1o@{x*sPb?_S;UdDX2ouOQm}M~sPVz1;%vs<|JcH!847)&omd zLGHIfkFOH3h#=;`A2+IH0S=Xx*Bo5j+;D&hWaaI(tW-scM)VNcS5e&)r=^qXr?|m} znXLArJ{qGL1|;n^NvSVh8CzvAnH_NJX=2li3rL`zPD_`{= zT2AOQn}q4F(9t>c$Xa}&xS^q;x|(N38Q8>aW)WcQ#$A;3>+1nAX6=+!S}%QYhC)uc z7R#MGcgW(JQb6hw6BECD`2rLp?V6U{I!;bJ1@rKS-Uc%I?qbTA0WGKDKEX+}(jAtb z8G#tVdd0y@+nvfLBXvf*8^fLzCRmBj~+d;w6sL^O>b=UG&k?qatwI( zKp7tk)pzKPLyazYIUlOsx6up{hNYwH0g+N4yrR^yK#&xwhrADbSh^C$p7S}JE`34} z8Ns)LKEYLCbAGZ1(;_YQsFD$lI*3axhIhA-_vy*3Z?nN}0aRgOnA%oYaiZK8pea~v z2@1O1G}9E;r@Xhexmlsb5@gvlBmDSr&u}wEVFVH{?!Ops zR^-6}_Rh}E*5m#C{nb^FqI6_Ub@d^TRd-%q-fvb6LVf&oj$8Lo9+V0S3pbUNe4KHv zXp3p&rR`iF9vR7TSHFu=FqG*2i_6wr6$lSHdgVIL6vYZ2n&8q?Vj$C7D${Lv#$uxC zS^S}sqf_1IEUz8Eqb%dv;5k*SLgAa9VNj|Sr8*2rXiwihGPbVZ4utao_h{ulz4KQX zQqUa%!1%E-J~2`Kn3YLL_+m|QWqJAD1o&#NeR{7b#M`CtJFLUND>$~XUAy7D@sT62 z%`oEWzSRC4_<^e0fmE~1pOjwi78Wd}Q=_BKL+YAvNQB86*e9AUkBXylW-gDb=_Ot6 zW*@%0I)0bIKv#uBDOB%ub$Q+%ec0pFIIv`ExkpuRqbH{aBe}rG7f+s?x3;#f$6R(Y z7rVpomhvzg-e+1{?^SjxH=N|Ng%9z6ywFiPrCaEUdN_A zvyi2||70XE_#OhsBd&~$>wGKX=l^x@U;mUz=34m>KmC9CRhyS*Dh8D=X7=N%X(_>D zFFht^!ay+4Kw;qjc4lMfYif?Hvyr5PSNk&J`8JoF-5luai~MPj%TN#08`d?tL0iYi z$LFZe{fcX9T#i14wi$L9v8&-DkXPHnUaKRJgTd}5Q+3%kLeI~CSKH_SqyqmF>uars zvyK0Ae&PD3;&4(2@gq=5-baX(J{XG3+pP9wm zw;O9~HH%TQ$D3nD?7LpcNL2TNjJwL3#-<=t+y*8qe z;o)TgIVP42hBNoZv9Yney*;~?9xP1E(6BJ55X}M_y;!6dPS`=pqiS8)LlA(RuA~V& zZpP2-IPs^z5S)5QakAF$K1&HFzg^)oLmwlkSMd?UIF{sg&^tvYM+7-*VfA#P3nhSZ zZyfj8VCJH`D6iZyGJY)n{f9trt^-r74Tt?+Cjnk16I&B^?-2-T$00y^j@uF9>j!g$ zDpU59Ub$YLt{|prD=}2;Jq&2E0ff0VS!4GvGvisy4qhh(+Y2c_+pbXOruxti&(aYa z4SX_eI}1wO@X!eez8ByvImP}E7~In9d0ehzRrAnT2*<$Oe9fQK3cSu`Nw+etGT*HD z9Y%GT1mz%1ZmI@7FTfCFLhj$dJ~lQ^o0OA;Ngzehx;#w<;ByI-IWoE?f`FTebgi2K z3y(jQl)LpgFK;csps04%=MEfYFVtXu56u}I9Q$z6J&o4}S%jCYaj%_pr|HTwx+7-C zfbr_hn>T0w{yA+=jsca`;Go*emmWZXa{=(E$4OW1u0op71!DAm=}Y(k2J!DqH%z?d z04zr%89oVt1n{FGA$mmLd2HywHoIWO?MKYeXW_HGU~pTCBe9wFs6j{dMG!7MrNBW- z>OO{*C`Lg|_{i@qGFvxuu|1@zKLtk77EL=2K^zCplx1(%W5-S3A2&*^2NXXQEDRYL zgU<15?aR8Re|4v)E=T}CuJ+lk3`?~%c4qgSg-)7r=*rG6FE0hQztISLtK3-ldpo-| zgs{`^URNmCcHL2nstAuwqo6GV_V{nR8T)G5+NU57R8xvHNTPQUEHc17)7p}DzDPeo za37Zd5t7h*X$bwT=`HM9xuK@1Nq;95tl=9VZqZqw$;fE?pPR?`e~O%*o?fh)*y=H& zRXafub?(xcjv7r(ON#);pRj;H4DJ2AG%pzz@%#;N;lFqsB8B>gk zNo!1F=vO_#+>8wBh)5-6vo~*KtU@y4e@X@Be(Wea-z@K?t150hTeq*f?PCo#_F+|; z>w4Z+U}#_`D#%@)N@pnIF<}1|xn=SCzC;;)Jalasv*>xpE~Zv8Y31~kLeb*y(UI}! zfzKUQDGNDydB2vqWJw7zV_%|2S!#^N5^`%@;!o~30DiqUq50B5y>uod!xG^NnMxs^ zXwG0Ic_zkJ2~KLVsJOVd#MI8t&URwuV2PcMnu)XC?18up3+Ftw<3okGB@rs?&Cyac z3TG;tp-NyULPTDt;UO4PK$2-FO^gIXTjV``A7nhMa>X!QF34Eabw!eul}$MCqRwF1 z%kV2x%TK^nJ-cU*5W{(*CL}89{&jH-2mUDpQ!m0ZyEX`U^(o^9N@ViPxZ4^215zNM z-0FV!R7~wx6eC2y`hr|GnM0Yc@MO`THwYJGvE23-VvVS@<9LQ|0bL%Vi5e__)TwKT zRNRulPQ9It4et9fi_2Deq2?PFVlkq$_oOYf3WtBY6ks>7Ps9B%KCyKDopPF?yxa|FZGmLKlvVW#51j6^?ohxH*X)m? zU7{nSW+H;c8iK_#Wb?Rv27FK;xt@35vvft#p1L;za~@C{&ZMTK963KlaFPn0&*3!9 zVZHn16t8CeTHABh8_o0bAdQ}4+P3Raf#xPHwG1O)vZsp+-$81@fOA|HT}C085aT>D z4w^5Aeq9TDuXBfYfvQkLQ`1z)hYH=bp|Q61OdVRs!GR;p<2fig>h2NnE5Ry$l~psW zI`Ni1e{u2eYd8SiJCKsAG^%ZJZVs80EUelA4O8WXn?he`q%7Xj*nzCksczxti+DnS3E+Kh+9HfiH@{(1XlrQ!f%iI z7_a-D9ZF;Qd3n-S^eaO-z?m04fgL~-@EBKl4eo0BGU!@30~K=IAP|io^;}Lcg_;&Y zc&l0kf^{G$01@!vkn_jPd<@JD92_2|s|FauvB}596+3AH&5KOC8GaQiGS?4R1jEP| zv7`zin0d&3FIzM(Cima>UuEt)4S$8ekOl>uo3k+2oJ6H_sHv(Nu@lel@xJFY?E$K$ ztO-tSzg%DhJHR*=6C(vVtx)Gkz;#>e>S}EjGc-Elm1fc@V*#0+f)@mC%mm>uv8)&> z^iR6B(uM+K4posXT~`+~R}g5N?{`(xa8NTn09ojcmAlq|aBquCgL5qb2c(!wDJ)(3 zm;0a6V9a@I3%CkD)xJQfl!D?${?f<5!6zh?YMTa{b$W5xdW^_DSO$l}aUn1TcG)o` zki{a(V3@Y~N#4;f=5=i96*uF|&_pYZ$XX!m2Hf#oLu|HTkW}SVofCZsCL*^mXYD+N z4O$3f;*y4S)z#H`dFBW^XV@M>*spuN2eRHk>IYe(RQLUkprD|orKO?le52A)m~w*H zPxxdTVq1^-4oHW6%gLcvY*x9Hj2X7f7?MX@s(GI}{JB@$&ojbeY_;o&HCIRK{X@Qt{PIIx1^Y66P8_dgmewAt?gO#uN-_ zYG`!p0kF}4-K_FOU2QEk8E?tEnMTC&qhXV= zCv~5O#{}laBU*l`sXH~EQh-wqveb?{APuEMB!4434>OtWV`F1iRacvqul)G&14jHV z!3P5O!;0J(?}t(F*#dPWO@}E0BOs6)gv3nGU`3ykIU}M+wMH@J(7dQ_ax7*1CP?Li zWtjriBRx2cp#V4oOoz-x-we&n%(~u%2j(9B&w6fwv6p47S>#MRmD?wY?l_FNI*9`5%1$r7vldMb3t5dl9Uf$56Q zEc-lQZf8s!@sq9TeE+qOzOu5-;cB0v*V#aV>I~cKc3X(0 z4?7?y)*6J@5x`cz`vbJQ+~Vz%`#S*IfZvjrJ`#E^$o@wNyOSa4h9y@Js=vDY2Uje` zBH-zQ{QUkWtcat0h@K9N!30iI&%F@+r+ckv8$MPJHuFSozs_(Mm>H{6}F^Q26rW_UYAvR0s3Yp}s97IftG_nYWGR8+nURK}L*n^S)ylK%egD4T3p zb!KOx*w1P}>Fgc(wRqw(nEUZs;_uIE`p=5lvu&_NnJ@S47(}3BkhYZZjvec1_%gcoL_%X4u4X#I>z!wYAj-H;LFDll3 z0mrW}h0aYFpVU-FrW2wotI2PXpFYvY%G^S3?ue%U89{mVVCs#kjm;i#Oun0{jg61j z($ljtF&WO3#G$05)YsRCG{WB#QUGX8)^pEvbtjj)KBWnJSs5D-m76Mhd0jE8e&OZg zGoQyj(W$Y0$mp~=YBOE$vNO^PJ2-@oi}YSO8itImk_3s(udQ{g=$Ep-tYz3rudN+F zymE1KJE$>-o|u}&^`QcJF2G99adG9_hNj$&HAJ41G_!`3(#DQQx>M|*4QuciHO-+22yLDAf; zn)7pWsfb=^Y1MoDi(BzS;PA(bD=P&SX=yjZvCRd43~nUC-wGEReSp$Vk0P&ABKr5FIunI5@cd5s5!8ItonB zuO-65%!cvy>;W-bP1OR$vQ0%~$Lj*k;%yjO?%+__ ziM?cd8ce_p)6Ux!)RmYXJZNriPS4E^TuG~NO%ZSkFABfUB_r_n7Saj0D>Nh|!Tr^~ zOxWm;>w|f!pym)d!iy36o12-z5F=N>^3x4&5X(6b)4!c*^avqhBSc35Ut?oq1Nk(I zk3eyGIJt0mXn$_`}@EE=Yt0z2#J>ZP|h&xqwW_1CUPO6>Gwb4g*;rL z0sx|~#uVG}8nXo~U~F8RgruYZKYx^oQF~~|uV1rQx<yx|MHYMW{+jOM^l~UlZxG zW75RRz>2jQmWoiZb8%fj)6cJmFePMefU|`ihWFA9L7bZErFKp(=xRUwRXb~ae%|(U z-}pG^B}luHQi;_R|GuS$hDNbogI=S1$CRm*)Gw&@NIOh^vsqhP1AAyp`~_IAn|;wX z$+K1RK7Ar;5KS2t6BmyxtE+QM;K5 z@4K1$bmbmctewRuX3e4}L!mv&+M=SO90^}-Wc?1K9MPaDcajR2s=OyKj zZ}w~bfaLTWT-$JS3u?C$NIek`hp>qkRDv0gL?b3!p&C;yc zi3y$Lwb&k_ngeIpido*SuE*KoT=_5eUmqVVMuF_X1LZ7%ly*Dcn`Ue%E@m_5Htxg^ zpXq@N;;Lk$<5pt731$mCO2CteQX@3UkMxSEYA0cD>9f5q&-px5!*2oA!e`canBa?a zmH`4Aa}ycap7^#GI3rvPKY5QjlkWSqZ%j-GDJZ7ZjM9~e@7;Tr|B3Y_$2a!G4C^eC zt2+^7e1?V@XZERBq}(4lF5XBm=Bc@!pV+7jwN{;ykdTZN>(dW`jM|<%l97|c|0(8g z-VbgEa@pvFgpN2E_)sdA>L&WadT5uE zC9rebnZCKXxyjQfl>uJr>I5&Sbg1wmGBVQEa;xuR z8e)IuZBz`#?!}Jinu&pxYFXNQ@MxqLiSJh$552v;p9=6ie*B8(+(=wfl4nST^;3YK zU*!7!QkToLk8q8yLa*4Y9aCLpC6}PGFe_`3O&XLPiSoiJ1Ya1Z9pcn$ue+G7;|IYK z4ybc-mj4Zb=Qsh53D`QHRG?c*ZFE1~ciNd=W2cBsPD!aDjZaD%P)9>U+lIDd7g15~ zSANai!^3egvEk2n+C7r%d`=HmqHVRbv{ZL|Y43siQXDPw^?eS-u#*{|ocw&Ivk!c! z)t@yJC+l5Q=O&=_m?NOAvojy;B$I%}P=4&OqTipZ5o;u*b~FSH$Lbv*lmu)Nr3Q&A zb4yEdGBTD(Dd*Hj#m18ZQ`(PSR8TEdSx(sUXz(Sy5NASkFUl8sHyfAa5N`BGF=)E9*=gb*`cfe9y*otz=P`0=BsCwxW9 z0W6EuDOgO58Q?sQvTgFbaF)m@nf1X@R8$nwc?@+qrUuQdCl&n5&eZt>k_C z79VpO5k0WOM)B17GyA0c-?hcX*79EPCwmss?z1xzP-a+tBQD++a0ndO?l2V@+(bXr zhaqXgNQ;W>{r*+_$;rt>*|=}DwN>T=CPVq^_EDM4-Q){Ht??z;ExCn-M@L5~LLU4c z9QF6PcpAt!UZbCO0n<0T2OaeW6qd8dh>3qSNY1)t?o2d#xTR_`qGaw)2T$|$kB=vs zrZMFhO32XS1@h0*|LtZDq-{;Ciqu4{#a`fW}uX?}Ub0>Q7zt za`7TN0m80_tMT#ilarHBS%ONVU-W2_gCluCO)-TSbziN+h7=baokV&wxJapl>DPJ< zt2Z1kBR&U>2;O(~YZZNkC8eMc9tXhY1pV4WHVl**cf~Sm%4GNd`?~{3%HjL_8!}0j zGmTTdy^3DTb6#rm^YhTHQ>atzd9wS;!eSHfQA%<$AOXmn5$sDR$bIq4UH+Z$yc0@c zhnm10PusHDpDhbef(!qqhxK!9ZIa#s{NrHF_;kqdN_S359`>D7s}TY9ylc({Xu}&m z7_u61_j(yrsUveiNWi(sNlWJy7Iy#og$^!-H{uZ^;~F5FH#Ov_=SdG~X+Oj)%+ITB z*A}ODoMN;Z?tQaa7~O{$p}ef@m!{YG9vb7j$#2SbG^2nE=#2T1tPW9~0duRN7pvwd zWSy_}(WH7n!v4S_PXd9emMSVL+Pf%WqH4pn*xq30;n|s}-tosGg}T+fd-vdde`#)v z6u+BH?FoGI_U-9pMoG!8Z_Bw>z1v?_PR{5@I@;O*k+hZ`LOy@QTInidhHG=YGUO3_ z9pkH_7(z_RG{qLuT`>LH0)gC&wdhAkAj_ zz|d4A%pfI(^Z5`qaCOgw7#}^#=D{)Qqc1)9J*29lGKf1X>7A;02_3E;s43TNvsAA>0-g5J>7(zdAp_Vf=S;!r;zK z7}7C(Z)j-9UEzlNzvD+PTN(0DY@v||r5gJDnTjRs2GSn}gqJXIJ_9j%^-45fM)gdi z@I|R{o?8C?U`1l${gg#v)cm5N@R&7yF;(z8nUxM$)RAT_{#X_Xuj20zv7%qrJ)Q>m z_T>J1B?jFRgBy7ig05;y54pIw4$Y2pl{4}02a07ta2Cxp*7p9nt!>%57MIaPm1UN$ zni@Uho(Ls|ES%c6V`at*+=mv{L1I6q=AammS2QYwdKk0^ z4rMY7AfwZaN6uW}r4dMJ78xPoF$By|iK!YdHIj64a*{_A$(e!pkqIl&$qNYyof^># zFcLiwf(+Ijk!+Y+0SvE>?NO{Bi6G7VA+FU|E^>%0Kx1q8=w^~?Hf!N~pus`2|+6+}yRjc65S{twssUVmM zS9x!wX}ro(0I+x!SoGDQDG)f#TDi|*@r?PEuYGZ}Z$&Ons_d=lCcO z?3|K$xu`Gd(dJmR?hg+JL^qmRE3hfe!Quj-HmbQ4%mj`6q?~sf7rMx z3z9sDZlu>JKG@c{gPI?{FC6}}W48K`;LvjuW1aDEY=4KIgCi;iqEj+5vac1r0EZy0 z^D#dyO<&aw3&Zaje;9n<%{0FV6^ov4@3>(QG z21!Xt{+l>BI6E^g#f^KX44_q9Tp1rr4Y1x7|jd3k5lY%rjHcZhyXFK1_GA6B3z78Y(nI#k%2$<6Mz-;Xd- z9#-9NA1|%J7mkO%YWBHxsNn+7@wPrzaBgwY{@=0XnY~0de8CGHojTKAiYiwyW)SE; zu^P@-FMv9lYnNc86j~-P)Rh3Mf}?-bHk(O3`=Ud1mLEbuR4hi=8h6K#> z|Gpcam}oU#!N|rI@q1Ifv$d5Lx(wXho%=GxVRI}es??oA+k0nbt{}}BhSp*ZcD=i+ zOSN_;37j8ySkd^{n2W3H8$N%4Un`4?&Mq!C6}UlS5a&SP=dHz}F_tbxJKo^-7qW&O z365cbe;Wt!F;@WqSZK@ zc$8Yt{kV-sx45|Y)cr*1zpMrU0l1pYqm2>FmI_1yu2_$Pf&x&_eO_y-Ui>!btplqD zu`7fWw{PDDJ6)8QR|=uo?k+JH9Kf{z*SRiqC4LVKl$VsSKYqLiu^)W5>&Y%WGX%5I zNl6osR%s6<$&7xTIs`8qNh8_*^Jn=`<=YXaDPqNeTBn`V#Kad$N_Qc#5EByhylV01;+cW`fC)$FIn2(w!| z;#=1d7g9T&pkPY!-|f{^fa(R&euuRx(0l@8gCJ2+G6bF<%&tGzEi-?x z|2{uGkamC^qeOJC{x|Cf+}u^^>E4;$05O2>Mp|fRYb(s10_l6;HH<={X=ay$-2|m} zb>;sTl#`Rw)YN2^sgeo${n)5Iux&mK=5KWK1LF;9Ir56*xnX`e-}4h zj`#PgjLhYZfiDZdCU=D>p`zkRkXRI?mtX;4i_(=C2t(kFrzR);vB}pL7L2T{iZ%>x zAc>H&?;*YruJ2T@<{>UYT<=8@qrO#@N1YLbK?S5Mh)5R!>0kj7L5lP)AiYa335<^PBE5ssJ5oc(LhpoL zLL^8D5FoTbNZ{_^JLjHz?z!K0@BMw>`v?Nbll|Jgq0ukUKfB)j0C+7)) z+<+*_Kh*M0-#~h$Ymc{xoowCxM%hA%IR8+=PD@KZzMan8LCkKWvpxBBBn%4Ex&8<$tPH$E_dA_B-?fMD1w4|?tOmEDCHg7vwq#5TZ{fq` zCS?7vwQY~zZ%crmRWFLPKyM&Qqc=y-lYhB<6LAg#dB7gJ2mW~flwAh=xE1@98vF>o z^>2JDJ`VG1VO&Qzz4L5cSt+u`5C8FTuvHx^1ahx5SEP>qiJ6AH&JT~$QO@)4MufOt zSLN8RSP4+s+|)19;u#fHZ|aHT8cG!{DTNX+1#&yx94TcNA%T>$Rs73*Hr?+erd`Jl z^UE)EQ(oQr1#;uBo!5qhM<4cSFyucZm*taGFE@PB#pes0@4g-b9vWNZ40~KYQ{tsL z`OB*a@^tjnc(rx+l%qIX8vUM8JBHG3eU$M%T1pagn$w%uoUA}SyvPzi?F$JE>h1|8 z1$WMdug}OeJ&t%v>{KezDf1=mPxeuBsb$VJRG%l>w#ob2M4v3momd=fOj}}whos%s z#)`;&w)t=ZH8*_dzpa6lsjf2LgN<z<_9z+$1^Hq{jH%20t~ z=Em75D>R)VnCUnULZ2I&`WU+N(*5_O2`9bB%|osG3pd{WERaTb5D=*Rr*tE>`2?` zahrAHZ(xeAgIT{UHuoOG^P%=G4y+gCic;=H2qaMc3RqFdjTm`f@Y>T`pyBh>{oXLsVwK$c`FOMGcz-?Vi|>tU@=99` zq>B0-Y*cx!3}*ZsA#`sD{|`me_LRCaUXqZ&dF?AY&tm{DwMZ2HG%j_toJj7AdPwtlfMutTQ>)gOc|D zbxVDS%2&&RP3T)Eun8D9f)9LTD7|>Euifu|i;VoYLihTfG35O(n)xaWvi{!se(3hl z6#fg451T=h46o;XRub4eF$m6oX52V{w4WmI3*^Ji+p6h@-``SOHD0peS84t?2>8D` z&&>s_1H<-i)~SC_ET<**Ew$_+I$UtjMgmBQsPlYt(^hK}aa&Q2paFxyF0B96e+BbV zCRNg7ZDYE+Z^k;)Cm-m{TOEE|E%Y3m73#70lmrSztY}$6VX2IHdq|v`ti(?R0wh?Rj_<8Cd_X`hQ!~7DM>y53QY~3$&PGHM)?POq=!KQ@bf#&!( zfu*HajgTAX%G*u|9_tecwZW7OvD4-d$eI(-A=EN^>PKckT>ryF#&c`lGyWCw;4vk` zy&rRKLj(UlDgF;J#EvjnrwjQP^a(WajV=LU9tVa-wmFtsj(B&J_TlZHBho21YIxNX zTXnEDULvf23Gx8y0FWOsONd6}#f#VmgB!cjdH*{U-Umw(Dn)3u?z+2SzutVi^=t~+ zrUP7~Ss(Dwh~ywcK>4fqo2j_bYF5W;ZQO|rd777c=nyyc;@TFBnPQ@I-QIkGpw}!U zD-aPf1-FjaVk_97SG*k6ys_Nq2Mr)7D_Rgxd-6s4q!ysJEB#-mC6I++wukTA|supmF;` zG#X8B>W>@OHH88cDds#sSE5^iTkKLxzPs@08`b*o7r)CjF92i)Fw|7P$$BXBr*YZY z+37uHxJq-<^W5s%wJutP+T6PzUt=ZY1>_yQFbi0d2x(r0rukVM1$OQ;Qu_6#&f&tG0T-pwI>XXIqTyT#R zVBtszi>6pC%EPs+m@8{E?hZvqQgqe1ze}iT+Nv?}#pLmp*Jn3Mv(Y%Wkq#!?PWH!3 zbSEXpYHUZz`+;ZIU*2J^9#>paP6pykCcI!3&$)N+xo^v_zo*q@rK>Q$rk2UF5*F7%Y$q;@ zFU_Obb~K;f#Csu1YV!_1KeEwdU0c_9KUj`oS)$h(WhE4~)YJ#;BSH;O^{ zHhAO1hwrARgvp8k(z@epokBZ+sxB)TUI4v(I0_I40>bF%0zW*V5%pM2p~q)1XPs!u z%bO|n8?ppbJER~E##%EGDF597%gFTfbg9ky#W77aEEv1a*)^0Yqb7}ON1dMFeSCaq zDuFg88-zwz;M*OkLyr$yNC&fB(QH{sNl6I_<9W(SIZ={pUTw$5Ndm^bl0-Cpo6RyC z1whMm?l0R`5kg3qh2sSZTg4a{fT>%}yQ=!f2xY;togNVdOewz1q8*(BY%#P)^aZLR50gl6|Wu zoS>|Uo2#lPOp9;KgHH;bM7#D}#cfn|mLFu%3h~Gx1*S#{KQb1uJZ}y-#=`q%gqsOa4q#)?g%@ z{L=iI`2IqWT*;}6vcFNX6WdrtXZb)0ivoe)5D`Fke1J7{8)`Y2DJj)xbvCkGpR5oR z5D>7BW|pW5a;1{q{#?}=M$230j54XP10L2rOmKDf2XQL4>uTvNeFCB5NnOFH5ZkQi zhe!lVIqZHbNkw}1p*!Y!+mSmT(XOMecUi)tr+*X)1F>SdIQ9HFfT;C{{Fwm0a)$N2!Efeuw)J8xnGnuKgp4X-89J z-X~`S^1-u$a=rpb1%M? zn1`>mpVWbG8q3GW$Mfk|s>8m>;MmA6H%qxYk#6$ z4Kqe_#g%lIKqb2xa(Jn>jy42*T2*w~Yo&BK(+*%9u!tw!Ti4*shA}I=$6sPFopH+9 zt(sf9&f&XWt87=(YiWr9tOUA0VaW{CL}#Oe{|~J=FWFiz z0_iBz$5l_%uxe{o7^&AL6Q*3kQhemUJG`nl@EpHsGBRJ6vv!_XT+?tzHJR}pCk;*T zK{Oky{_OdIav*Fi`1vMhRI6p$5a|Hk#v6 zT?<>YtD5lD>Ipma^1fGh7*Vwn=1117#vIUxuKrebd?;obpfy;fWX{QrvEDO%7~a#{ zOW5>kGn^3M<0H;YwjM+W5G{6>2LP+YUgv})?2W1gVC_wL@7yUQxZad$W@{SdI2C8GVcMO z_qE5))MiL}q~10A$|ZNy^T*ZOudJS^?82btrKiaGF*~9+ce4hpqVETKU8>d9mBycCgug6 z8+ZG8@y>>_V2jqoby2&qOu>F#6D{ZcwejN(P3-+3UY*iA&Xb&E_Hx+ZT0(nKbo-n( z4b4#odfLr!VdfXC2x9U>eZBWYslFxls+zRx5Ea?s>*?VZ5Qqx#n)fLPdV1Q)GaXdNDIs!ZVqZ!$nIh zpfAPLDu*8cjJN-f54{X5g0LYq_E+N6a&L)R!;3>JrkY&Hlj z5?4{8qoUenERN>7^s{x2O^Z=d0HI}g8sImPB^#c-+y(KXbo>T24%1aU$IT~%^)xYO z0efBgV<1;H#-OpiE_6aPJA30&XaBCnOWuLq1#YM%lbBQUa;p8MOPAQ$1qHW&OHo$7 zk}PE5i{CW9?|ejF=nB|=337Sd89=f8G$$T=HkZ%8oV!TnF!&X;%%fi~djYBA2e0(& zh_e<85LMbmhk5&0Hn!y5xjkp7d^-B1-I2jBWEMc4f)_<>q*X;>tNz2)oanHyFaT)C z%Cpp@#TT%nrYAc|NrI*(6T9H4N|(2Oyt1@3hVGABVu5?NTGc1uw>u!#caX))$L9~Q zm_W-Og5R(%-s5lr-a6haM+<>`cJhp$I4P+Y8P&f1aQ(#5!AlJT7&$4g%{fL%Agrc< zc*%JZS?rTuY0+ikkL&P4LA~Sw)LovjuPCdU#kb;HzP!CCR&M~Lv{1Dvd{2}KXe>KMK+71`sFMR#Ae5Gt2DAFwe0g&oXeGmX zmj!_J^wiadfp#9rQDk!;et7k^%JsW1AGBPMMu%{)`fq>HueNF-td)TKXR9og0bB%r z;xO2b%&^0S>FMc#y|X0-2~0X!sGUsU}lfDq}ZR_><7F=!$B=bu#r)1CBN2i}}+C%QSSnqIpMRDj}C0 zCM-5T`zJpAxhk$`_1UHw{_m z5_5b0{I(E^%vU{VA^AEr*Os%A0>lJO43Q4wB0^+pIq<%nh1uNwig{fm@wIR~g71uW zo+%6vh;)=%gN~1~wdZGB73O2kqAN8T!bxI3iqQz~qT*VdA=}Ru*1k2Cg-!lVUkB(* za*M^Ea{r=t5_CdHriPzQ3ez~;?VRAoWS-Kxjlh|c?KoE7db!zU!{oVvq8mAc0kO$Z zy*}~2Bxpb4+)i43?DAPqXZT6v=2b=NBD{7IGqe7Hx{C0hXZJS2+_l_G)pl4?*yy8d z>+IMQox(2Cx1ZvlmCjEbetFF(_Zt{<&5Ol@u(aqOqO6Mrs_D#53PwyEyl7& zjoh7kwm&|fk;lUmP*(?On3W2n*8cQHX}ygRaX0nLE}>>H$H+oVsLKOF_p18S;~xYI|^r>8yvv_?+A;WsvNm?==wce7yyMqFe| zVw2q)eoQ*X551I84>vS%oLEo*Vh2#S@EL`lB^zlRcMkHQgRB=)tTVag`1ttxUka&* z@6Rs2qfXnWO6&rAA<$~OxA)F-(RG$Hp|H8Y3%`&5=XcJ5;}F@OuhWs5ME>LT#WbkY z1@e4CQonq6a(#)iYI%FM`34r#g72?ypDn*gv?e}0=YkmOpFgSealu2K?^(6edG0v9 zSztO_KlNJKj78i~*CDJa;6&rJO_fF{-Eve|9VA^&!D%TEiT*f|-iq$g>{svx`YZu`qT~ITqvoTPk`B@z`$ERD`};x4?BC*573}M`a4N2BcS+GK0-)xc%Oj7M6<5;hkCMf$ zwO-Y#YmDOrfWCMjwH>bOB|#idmo(lV2rEpzuYU9G zG|8~oLe;iIOWgklY>IsQX)DXsi=FQ*gmpfWS8(`1=F<)2A>m=Ar{SEG96K6#rA!yC zKNTW9`XZAA``u}1SgO#y-_U)F=IU@`*`Z#5pIr~S#m)5mcfRN~h_a(o8C(Yoy9cKH z_RqF(jcrGs>xw<*K>uPpy{D}9$#{Ci5R-G{1+VZewo1Ruic)KnIj`4^#(GzFb>J$- z+GoMJnVKZsCl6ia>t&+#fw!JMg`R14&)MIj}7BW*a zyOPJ0#LBEsGp&ysS8K0Wej-0ddNTLgfi@{V*Svd+J=;8nI3&Y3-6XIjo9!j-Wzw6rO3;E=MYf30<~6B~3Qq5T+6mfL7VEG+xwa11 zO@}%^Zie67^yXJZ$~k2r9tmcN*)xR8s)_|2*l5K>TA;}iF}r`5?QU^8FXX*)ym0YH zmq`W(`!h{k|HbG2=}jF1|KtL6aV56r9((9$-O-u1r*K^5C$ZDn09Y5d<(XO zhdH4#`O!T*tnwg zmiCCZr@p_H-qktZ^{CXrd>)0>sAfb`QlnOPVfk| z9tt<{8TTCgjcnvTIO;cYlP0`cnvE7O?0cAAIUVt`mprb}#yqKLUWT%?;4J@(_r}pC z(e~En&!37R@giL=6Cl({6^dPqY)fa6)bGAAsy`Z>Oe^dM$$qLoe{)@PU z#OrfqVVXrDOeQLDL4v&TMTg`ki5ds~t$aiH-f)H$1(d*mrcI9bGqR=(iqGYlXguva zG}!T%2Uby+N(GLe`vB`6EJK=_8b>n`XM>3tF)-EGrxE)7+}cSS5=_)*F) zDqmR`?Z_M9{Tsg>S(s&0C-ohXNxL(g7rm5# zIY`V-c5&XvhlGTX9XL%p%&5apvEaQ=-%*n>J83NXk(J)WL$A>lMKnIJ9qNnnQ=QAR zJ|Y}(j+Z8T?ZAX~iK`|9s?M509l|T}CZflk2^)>#0ZWD(4Nd_AjG9j@#~ta^fw$%) zOrIM3(^4t`u?0qI^muIXYuv$eu>-Iuy`S`4T#2@3(haxf4d~b5ld>}*^SB9JwBS}p zoU-}y&eSKF3trJc`_p%I)VHi@XmixY-b;-;vxz$C!aRcv;qlvBSO)ZX)s#h;d=Nu7D!NGojWmr7!;y&)scxyj%VBzPw;b%=+OCi0x zK9d7WB4d=>h{q*0=F0v7RzxfbDJRGm3Pzfc0G2Bx1SoIhx5Xb&j)J1ej{ir*Q>%7p zkK}U~Yw(z&2lV-rQf~0X%KVY*xUk1sgA3H(!*|ZtC|xc;#lHC2Lsui5mUNpmjD)$J z3~vkAy8hi*91_?*h!S%0)?2&%tKT-x`k(S6y@y-?y{%;?Q$nw6Dz!H@#@ zqGneV9=cXfy8XYxJYH>|G*z+3K0qmKOXU>aVn-VWi#`UKBg2UxrzI7Li$W&b7(c6| zXy@K^-eXUlA6{g%V{>}Ax!^jvj(fY3mKRH<@494$TXGdDoE6Bjwp4%>i2J=tzso0k z^s;o0k;Zi(0>Hk<`2%gA*fUl*(76kd0*nB#&>w@D1(2iMn+M4{FKkl(5-;7B7R3V4 zRu?hc!ex=Jrv&lc2}k1a9NJCT?+-s#RfSV1o6oNW&E*k~!vkjJ8kg?B0#2As7jSq* zozhwIirkMEhCmFlBQt*cej=KJz0WpY@(hw9v+c?Z||4&aKZm@)&G z@5K8BvsBF=n^hpPk<)tIQ@{?x*)>9^4_Ai|X?H;)3z7!&(Zk!!I(G{pbg+f|?VQPx zyLA1BHO;)DdKUxYVPWSy`Wrva)vOV!-bOG!o@mso6-CN=xm)o50)|5ttOe5&MC49%i}`KKI=k~6n&?ZwN@=Hphs)Tb9o2#9SVJD5zJ#M zefsx;sE7Sj82)?*E~Ti_-%Y-~km$X!*Il$?%286+nV#XyAks5)0%YF=$i5^q8KZnE z*I3MDpGUrTqFyu59Qs8xvkY;7KHM1dc7811-r8bL&>tx}8Ja2(P!R(m)4!nWP>}lb zDUQ2>+<+hmE71s9Yv*P!gwGeepvA839;gKnMwhnu8~E3D-~0Qyrti5Bn1XL27kjF6 z?7L>lrytw$z+}XbC(9q}axOyF)jp1bX0G?iXB10}YK~ znE6OorD?^5s5ouzTh4+}nLgSF1dvQbm{6`jPOL09QW@%9DUiJa3}?voDbY+>F<%iI zkCw@a+@#I$5MgSY?%%-_*MS@ZIpPBKQZPAyE$=%ce0A%ihxluCh2u7q!=bo7%`sjT zuIo_taq%;i$GlSOf1#dNwfDu&*B+DXF`a+^GSYS;3^aA%GxF*;x<|Mv7RR4z65dpiy7pTB8ZrlP| z!WEetb|4WDitX@dv?CoP?=J{srOUDdSdhM_@>Qj1r?fj0AQ%Amh!ntwa+cGBO%FLb!KA1KKKOo@0mC3QT~~d;XAb`nq#jctBa$G_S?d zAb%FCjLdDSQk*$Y$lh?+{^qrUNC3~q=Bp*&Hgx~zqreNcM0zeqo6 z3r1MIS!oqb&9o8n@VNvd@Gdk`i%nJM-If+_&AhnwZL9Raq4+s5g1_Tm`I2g667im+ z{Fe8^8x{JIH$nJ_Zx=hikj&k)u1^RbtTFqY3XF(g8sA(;a73{&(no}jK<(J< z#wS3E4zM^BlYn#)_kYRUrk3vdV6VH(i=iVAqzQQ2*-FFt5}l*ah-6Qzh^@(bwgluE zp`%oH7TC{ALkkCl?a%TKw!&`$QrN4Ru3(c5t`<7CQG8KJVNR0E$-fdE_XZ8jB%pz} zWatB=xuaMNqVFX-M#Y^n^TIa~A00P7PxgZOWkm*@l0cw^*B-w*!toRBftZd7h#~BJ z`{mq)SD%t~Rzf*lca_JT+)pR*Xwqd6q|+`S@Mc9_q}PI)+42aa)5*yemsI9Pr zd**pM7qmO@0C3bcAmOFY{ST0zKT>Tyq~?#lno^!!%j4HM-)2ulPbG`oXc}rh9)W2MMifjEDeLMz=l0^&RQ~!=%JmO_@u0 zT7t&f?9)Z01*C2r2$``$K3pzx`s&{z?ea_^vtk1AUm8O~j+eVmQ}kTz4#M`D z@MlI?J2wJQgMi2)pr?$q3K%6lL!{K+uNVfQmVPs+5mNONiSoa3ascyY$}8hh>KHN! z1HPAx^JeS{hdGe4m4RgU0OCg89UK?XeiXw9YE_9DjDDxbRl%J(+yL@}i+A z#NiQdTlsoElI6$l#WDAT_a~T60=BY6ToOz9wpuqAFgg{O9RuCw ziq!@+V?TsVCW31YBwD4N?v=KdHCR32_i3Hm>u|;PTa{mc1TIhB3g^VmmgHB286B9|n`#Y3ek28ACF+;n`%4o!0z?E_#fKm0>ze3|^r9PlTG4;+vh zqtjY>w@|LuYlFoiQZM~npC{3acC0}~M7I#|KbR;M|2pqFeW)_|FsB86bGfV>uf40& zb zi2ITc49`)9#i@xaQ8orubU<vrb!VMx%))d?|=*+ zO?;aAE9LxON+M3(Y$LXGu}edud#1%HJBZ%;g^sX}(_WA6usD3UJy+*Ri?D{yRbgCf znK$%#KJN!^zS+6Y6iH%xkHD6Qu$B#>hHF82XkEXBV-6IufJk6C5Rs+>p(VH0HlX(D^MR+i&W|Mtrou-Acc<^~{6x=s8!I*eNJWdzojn6D&LX`kApswD zpev9IM4?KxXk!5YI}M|r!`XbeR0(eVh8ZSLo&RO7Z*7(gC90%&95*L7ek#uhkmkiS zDf%R}mQ9sZx3JH=iMb5TS_!P%X8#i)ty&i-WnW@}= zWaS*?iBJt`f|GoEy0*}gn)Y79K}i0b4Q4rMF{wg_StpZmyFrmd%06k3&4jTDrd|dB zwDmssJzAi^yibVTN^83#xf27MQH<%BOE#Cfuvb~u4kxuafnBYKrhWwem%(rpVkUrg zvOaFE=eVPPceHvHFJh@D?WQ_D+h?sXcam~=@VA{Jpd9OKlynybl(0K)30h%$c}2*8 zwZ^91+B=1=ysa`Vr>?|(62Tae>irC*L!3QHDG$tlkK&ev2M~@&8l@cN4QGPSfm#%% z5vh5?GZ5ecfw6ugR;IeH@0+f~;X`!&b-3>&TTulX~%tiqOmwrX_A<`N>8filB_&=mT#DmDUom!!d8sMHM1n`gZX;R}1hp|A}p>6mtv&=JX@JlY+ioR%Xq09P!+BRCz#0 zQyKG~7O-vcW+~-hgt6a$Ko=+7m|km}hwl9`)}(p$#}QlGpKV2Z)}+;&Kv9Fp{En2O zYVe)s9i3l6!t+U`xKozyRvF8>fS}Z%_ze&Zv^Z}6;4~s5CTXQ84+!TDrbRI~i?y#I zApqfHhJ?1VSM}hwzXB(J6&Df$^=+R=T1*5FkTZ*hef>!v4oT~kEwV?J-b3b;oU8e-LZ4?9n4QwuX4ux)$|eD!^wy&4tWVLQrIMwE;+Z0C{jv9$tm zPtybHGR4DL@6Kpr{1A{+jWW&F%`Ol5{d7Gy{zQq3FPk#IWr9C7`IatoPj*BMnb}&e znpDakvL($#Jnx*mH?~dA-QMiGa(A4VF*22rz+Uu>|Xp#jiVz~i_M zxSKZ0uO-_fvm&krcSTk&jz<@-x}dk~JzqrhI^%j%GoPXcLDt2{$=YAf@4nh;>L%4L-zVth`c^r7SoYa2)^1QVK8+&J|N|-TZJHklH7;3nB!aH%VzX_EZhE zVph7av|=nQ7Y`zv(*a3yWWSioAmpV@bkTYIWL|@jx2_$!yEu`tK8|uT|1l|!I|1}H z%a#-I)!x?3`!p~$x5CJy|8IDqO$qKQFPPH%B$nX4XfU!QxrC@`50JfFX|C-1qxS$y z+a`CDYQu0z!B&A2m)FI?4t${skq&a`8d8=?yEU6Kpn&N#iG=yRItT-CA&^2PwJH9Q zeJBa!r;{0?NuPJkrE2B^f<%h-PXMeQsy{LWB-dXbU7ZGW*Y;_(*9uM}!TPkTE$+R{t9O6@ z_Pf+y-K`wm?7#D#4`^N-ImHynABcgMiU&bS!;<~)t-xrB_sz#D%) znE12qx7Y_)s;rmsU6gUZ#rAmKj_dKC7d)*WOgT1Mxs+XDYpe z7n-J|lt@6UK_K3L8u(I=a?R8Q`oHka*wM>%C|*it@q36Oj!>7EljOYf-2o-ZNdST>CZo3MmBk@FVC2Rc8e=~c9%I6 zqiWa)M@J2xu76&#`Ab?Q>yDvv8;3UCIBdi(JWu4n>k!^O)KrImf2-E6Sj>40o27&Z zJ{HAGzKi#fkP|jlbBfPhDD!wcD~as>)(p}}%0ZPL5rpGx&{Yk$ZbzCYV_KiGp%VX0X9oEUi4Kb`uX7AkGjADQR*(Sx57^c-RowuF=JudU3(&HCAAb=~rygm)AON-(CZZI7;P z<6?)F+6w6@cv!5A`A^pZc$hUk6Uj3PspkSyd37~Ms&NLb>otAwS4GAzLUrF~Unzc@ z$QwJM(>c$Xm(lPRL%tXC-7MLA%O{h$lo~&aF3Pgq$7(lIIw!-{-|Bkd@vESS`@!CeRi@asxd`i)KqZ)hcCrHa|SyJ0s+#!;_I0_6TB9Bx$c{` zV(pquWSq)Iu3)s?(M_e9m|`Z`@|XQr-|jh>cO=mp?tOtlKef#%32L6FCUWvKm>%yR zk(cCy5SqKC;GR<3T2TgG%U%la`O(1tZN7Wajh+&VJ)6^Kf)C5DgM{m!=K}acOIg>9 ztG||St_0U2CNK_CfQ^ShbiZ@ASlhE?b1o*NRCsWMhdWyDx#hnOzxE?XbzzP9<6lCI zGcO!@QD2dLxm_36=I!?eWua~=7lnUJ%99LN3F6N~bzeQe)Et#~gsLM*1WYZgs*L8tpO#VtineU;X z`ZYtdKvjPcl;(o?b6GhkrG|V+J=j9E`5(PLUf6=+n}&zg=_k(B)A57*O+dzHd%L_n zs6l!~e%N<`1MIAr-+{yN!X9SS7PHXvvuG3YpB^+q&h7xWCfbm>D+t6zxrUs0^Z&KK z|G%0UYX>O7<*%dN6>BRigT>_J>yw}e6`~HEH1WfNl8TLBP;}#FCKT8Qn$KKqTrYR? z0K5;N`I(rG!%c}_$F(7s&!0uS|0f+^!VRmpB<1Sc^NKs)E7A`vx6QY=5Y5k!44(8d zBae3Y?l2g)pUu)F$XJ;(Lfh^K=yFe& zlaV6G1!YphjC}XFG`ZaLjGF%itn#41e(*MDW@7HwE6+_n@_Y64{U~NUlkpS4hhCni zjcio9WRopBLfFtjvN}uo?7e}B8=mHoZwaIrL40#e$vxtDM%^a9R`rbhgwM1#n1#VN z{vvlK=$u!`87>gW(ATCt7dOX84$foNKa!*Zj;&|BU&KzRXg|sg8!$-97VQE5#ZB|v zw;zACAI0OPWEKkeTft}^T#f3=oe!bDia>^u6Z-rmE!iibd}Y$v?V|*t=P5^*4m4)f z_rnk&;+MlT>I00!$qA2veV_-+s;{Qs@HQ^7yJ1+pxu+TNp@T*|VxJwjy$;8P1`eMA zooRjP*&gW+XuzWYWGOe!;O>iGs80PP+?3i*W)4VijGu(w+o=`ScHWH16{apyN+}W& zM!Ft7S1m32l=ACDDurLFc|FZ*uw>gdPjslbU2*_$TX&0FLK;=43`>-od?+6f@*AIrmf&`+mi$CmH&ZCuRYOKYQfNz;~^ z&4Q;P^VQq{ql$+@mv*!(^?T^|iPQ!M)weSGCs=rE*Xno$lib;ruO=n24sPT~H5Ge= z__tVA-f7b-YM61=VcV$Kvo5N7N`7AbC4QMXb+b?^OS{3_Wy+Nqp%mQ4Tw8WIv#Utg zC9CFH+LZk?X9w4zJ5X2&QSel8VKFai!PhaOJaRm1;u(V48qAY1o36lHg+@GuA@g#9 zsOI?X+&#@WrN3nD=!-o+rZNj&WWGk0b_ngqJjJ(OcOO@VD^p_yvu1tLYWC=N%6~M} zMJJiC8QPXKV^uJXzRI0R2fLQY+2^J#qp7cy2*-82h6LzJExwuGM7GFC&J-FI?*1mt zxz(pDie)(GkH{+hPAOSD%K>(DTN?3GK9xs3c0}N{ImcIHzCbRQ`rRp0a;p_88 z&d48yF`1bk@>>&N1XPye7c4I9QmOlt=H!e4fo+hd>66jdXsW32?4|( z_k@K<5r|S8IJjhecLI#VLqlEt<*DeC*lD99!LY!KAM%2kF70ZH$(q`9Ft+bmx zWve1{)ZiJF=dVghFw(JUFlG&Md)Xl0sUljC%o7Xm7unBt5_`>_&9>w_`(5MOHtE}i zh-f~<7fQpq+hZD61mh&%t*hsQMHO(w@bhGNpoIFl6#!U-JmAy|r?{M{i=+#{@0ai8 zR2jCPKhlcfy7!sx2d!@U&3Y=~6_%ePAIj*q4+f-4TjA!tgwYp!8lZ zvJ!?sxX$iS%J}Mt3w2QB7)V5L6Zq2-`(Bz}+3G(3je@*wAQ!>5nZD3D^(G;h<#Kha zf-^0X(PqxaB(dlERjAL6 z>si(hvZ4vx1*)O?a+vntZTzi%373?4u2=7Ukd-qJKb<=5RjaVg|NE(-|9XL>TMvUJ zdAOg)=RV}gf&6`tooj4-o{^hPutj=?&RHtQ9yJ*hS0{=cpv!xO8QIz&wwn!<9clcC zO<+(#%!>*C&VKI@t2{g&GLtYeuMup6K+Gj_wrh=RPlvoe}y z@56VYmX|+&*iQu-;f!emC!cU-dYi9LT$<-(6?ggGC)hSuVcNz! zNKZ>EgP(JATkdZl#J+$3{yYU8s3wsKnmpV8fri4b8C^6qMnDNNDCsG@bnK&K2zSDw z+D^&!QB_=Vv9Xe#8{QsrY;<%7TLGuX#G_qMDYCu44+=ZLb?4isf<3x$%iefyQ2$f- z`UfaFpU;1u1`2qU2%zxOsbMLR_rl-7!EK~yvD^lnT{ z47tXR#cOUPSLv-Ge5e-GZ#LSF-nN&vMdVucB{qQUa&QIqF$m-4%`2tBfgT6nK*t31 zK7IfGJ>bQe~dce6u(m0^#`d&pz=X~5fpBh=~aH6Z&BXa-KF^BkI?AofbB0Axm43Zp)R8m2q4u_ zlTXZvH$qImV=y*m;?{xPj z@M2cTx(HH8V_`r5wP^Zp!P~MoZhZdoR8Fq#9R>Xiwcp-q<;yR>#`U~<3W`#}`*qZ^ux2V1||gfETnc4BCGj zOr`&JZ6j#BRA1On`sHWH<4X_D)nel5P76J_dG2t_OtU||D!E1t9m_`3i;zDC88_>{ zx}%&V06xd3vxUVv2Hay~WVCzwi;ar_-Riuch-*Wugh_c;lKVmINv$CXHO?g0lgxjO zJgCoC8R|kaL<^S}w&-`D^L!o0|!-2uf}$K^q(1oRTvT)!F|&5e79fOqrr1lH{IV}hSxW}q zWpG3YoR0z(SCTR^NJdb%=iB}M=D#rcix)3I-P$X;^t)z{)Yacptp8%vmz)R#l@UQd z{+eYP)e&^4z-hbQ3@ga1&{dP!*D^QH7R{9QxkvT|TipRP#d|yr3REI?e(oKIZ&!d_>mtW)d4j;70nXr82 zVG;hAGodp6eae>)RKNpwlGZ|}`6AEV{Ic@s(Y04l4;8;bZnAWST}F76iG0kt!ftHL zM!vIN%)nP%^Qs_nOjWGb&Ew}(|1Qyz2iM~RwS%Fdp|fyj6ey?)y~?GUC2Opwx4N~3 z0@dC1_4S~DZGU~zdHBOaaO8+k%2e-}XCG+iYOb7>kgyM`%LcOKPJu?#4KUEsiqFV^ zfR+g3`nI&F>#j3UM8?f4CJJ}A7;ZR&&US>35B99Le z8T94q7R9AY7pR!)!GRB#+4%stcHl3yYBvJ&lNAwYi#hoIEU)D?V}^!iWh&MK!)q9g#rVx6@WmD z7U^Tk&Vc`zlA2my$N25;8=hDtB_)ukXms8A4bw5vOHWHX1tx&f`>ePaLv4b+`;>%l z=lpc5@nXA~V8dV3?*^ae@ixdVWXQ&o5fUoti?FqKb~4e?nLt6{+Hk&r{hwd(igijB zotmKr*Z+i?k2{MZr>%HIwwtaTHuE_wT8$QgnA}Zn$pNT@g$06&zY)aZJ6wu4*@Bpt z+7(<>J}(X=s#RZOa^)Pys`NJLO#Hg}^(>*I=+hCT_~BQ6<3@mD7wBEAj4!Z9OM?Kz zOB zi|>N5y;E`oQ*qWWW(i^`?8L>pt9{tC@gs6ej!#6}SXW=XqbVm)*)j{-N}^&}SlW2( z9Xb|C>Bo_m?!A&8mG>Mx+oj$_y*4ZFlTN)zHob(eUun$yQ(l$r`xH|^iC?x-rslkC zJb!fs37DN#OwBJCtPOuyK~`q5uz+sVQiwaN0_}pp-1|Gmf0!6_mg-ipgDGuPR#w*3)Rd5DhYkCCejZ=q z@6m1jR-as!xJ8ytkCUy3_wl5CLW(#rpu2;0C|ZjDO96i7-PN@L&7eLe$;S1Jcf}UB z)1FakFxSW@aksl$#oJ$}T}iz{Mv_`v_|_?z;wM~W-~bKJ!sg?R{(K_aYQ%wFRckD1 zP-yfxviT3Jf&bb)VY;sF-I3Q6m#u5H+JX$-i8~X=v(QVc!_whX)$uzVE1?LKF>eb_ zlz=S}lP^jKLTDo@JF zrtGm;9|$;gtNrXbRWErlJ#U72lTUKKo(sL(kzadLcomxyR=FZEE?WNlNWgE7xN z?UlP{{J5W)^8KYKOopH;GxB?lkS-(q>em21{If@?WUaf^JezRMX`@KKYFv+A{B^@wju?d9N_qx~h)R?JC*&+T#d`-GhpaP1P|9Tc=)mnUj{9 zlg5gO3;4mS6GY1WwL1kY1DxBe^`>@D>f4I59*VAErd#lHltjp3X$x)SK=(wUbNk#4 zW2tE3k+um9(wx+!mxPh#y?hb@*9Kf%9{<#jLVQFq3>fwec=#0{)tz@OzBfoaVlJE2 z933shiI& zKd1e8;i7)JGDV{`JD*J#aMBH_f!!##b3rie`U z70d9p>{sp-3E$oQZt05&GlmT~w=bu%RKfwJl{wa@8q& z#ZZb*(Kjdz#pGxciZ>D!(hv3B^_B6%8ZnSCZMIU?uuSfoXP;iZGLa}zXFTT0l=o+S zyi$kY&-5kbckZvSczr5=5IlT*lWaf{p^_h@pq}F328of=!2`pbJH5-&!5gUy;apEL za6~XE0r~VY?e6J^67%D0!#%5{=_Z%1?}tj1yyp8TDLH~SQNFl~SJW`=o@PtLcN8}` zd$j-KF}@kq1s!AYV_GTiiJXgbtNV7Q@5etppUteL@qo6ACcR<+x8#7l&G~1l|`~;9?Vfb@4X1QCLs_ZW1n{b|fX}5^9+>DYf zOnfASBex>-S)%5YOeT0FO1zw3!=J-RSd9u{F{MmB&y_41ulp%GRaXHV3;fS2fe*1! zzYO|6Ue1>oHeCCv^jLzDyswF5%1fptsuBT!iWsa|x!mr1S?N5SAFre1Pt)F+CXQN(n!2ln z=$8tI(+0-PaALKFmft}lj6$z4Tj!4lGRpaT!??4H5D~`4zTV}?e)UE3A9Ghr>Oqv7 zrDR>k&k+~DCBKzweIjqJy7C@$!{LECOQQN_(WVF;4Jr3dgHEk8$ZFV3jrTQnY~Nz> z<@V@{KznK=Bivo$SXdu3=v?{hh6`$W$<={VW2B%Enih1QcX%&qoAuh3;neQ?f@R7@B=KL?f=Pr}zUZl#D@*#@P<>1Hw|!|BUL z72pnWYt*O4Ik{lARTfobn{Vt>_wU3%`K)~<*HCe)e{%*K*ofNeywrb#uY1XWFh7k* z#lx7tpt^UArda zzP~(_9bRZl8%rChpsig8h!TAB0$@Rq@&K0}Bl|bg=-r4w1Hhu;bt|S4N&Hj%=?+8v z6sHzVw%4~se6<-f?9+}v`yPJ*Vi`9ZDQ}R-g^U!XuxHhJ`;Q+#y1KeR_74LZ&CSh$ z0$lJs4Ft0w>$9}CySr{WFfh;nf-!}S=lon;``MWZFx+sZoTJBUa;v`RisOUggCU&| zn^c#!>}z_MG;LFR!RS;sE$M89V42}qiE$@J3XchO5(BV15~Jf%0!s#%7sxGKQ~|71 zGkICE6B*BBy<_XnKvg1avpSzX(l*eGK`P8<1$P+G71k389-DlY>swnQ5JQ8defjdG ztA~dcb0p}xmX(!(?j7G|D*=VzF+|fE^V{3o5Nyy;QGFj7;RWHEHcD?#h@R{n9B761 zx;WvdxCaum#GysGWyd~})hc7th7Iv*Iuzt*p32I}59Z8N!>h3#N)R(}>Sag$S;{AV zetrL~({qZS^O`7_E>LRHoQFX20yLIxUcX-AZNU+J`N|at7BT;UB%ey;PlMvFM3EUX z5NteKh|&X;wTJ=-2j?a!2MlWtB%kujbM-*b1+cNWgFP+-w-&NeW%^QD*oMOK%HAQ} z;uYDM_c5EuX5$w&+Oo2NKSPNxo&NNt_nYgX|5E!IxA?xrncLPM@{HvkE(h~qt)%@IzZA1IJazZYs++t<14ytJDgo<}C4E-T;w|2os z*G*MxPhCWu?}!RTE_@QqP1kEg)N^0Gc5MYvij6RJ=E%Q^VNmz$@QaqtfGp4$nJvWr z&PTg1v1wz90NRmIl>X9CD@s*2jIm){Bqo7~QcW#cHOp-Wt%JGq9RK7BcT_V#TtcW_9E%aalaPKRe9&kRSjyf)sHfw`Y8(p)Wu<`uTZ2G_@v>KZzD zES7OyR9ayO^37S|@T#LMvRR%9r!i5`=+~{be0v221#WR&{rT1)ryS{y&Q2*gxyn{J z#F5G%d;0BL6$D>!#Ssw`Q(u;y`fn~kg<1b2Dk^;dh2Tn>0w|?Safu?`@t%$RHS;_83-0{4WxG>LxuqZ z%X|Lj4N*vFC(l{L!K(4bRP9K@nFUJp6*0;z>n& zRX|}wA%eL9HWH7R+3Yx0RI@U*5>^?HfZ$?DZJ2DKQ2mz2S(in>v9{hoyf)dP-<^h7>~3@W#{)c~F4i>-_E-s#>bBxDO9 z8{!4?83y-%ctixzojZ!oK3@D@0A4dq@dmIb4MzDB!*>y-xD5> zRZgfeL6k>*;=&4`ddxS7+*m+8Wn9w^S=a=r04fZ za(m{u8!S-Vy9O*wnRcg<4c*2n!TUQqE2G7!+|G6BaV-Xb3KzE;A4OKe)oeBJlc#nL zk|)kz09zFrPJ+NC*rf>L0budYS`UPe46lb>^+q>TI^?`Nt=y+)&Fz^5@vt5;P=m`{ zzkI9)mf}5n5Wr+6VeV+@E4bryu7#TAIVCj2feWBvUDOH?XTI#;^iW^l)Tk_{yRuMM z$3&X6J=uwQ;Lhj?y*WGH8J>kXWME(*qB~j1 zOe`ra&ELW2RW4ikn=!0PZM=yrD^MZW+Z)a`iHki$qeqK_*VK!b&45QDLAjS(F!&8$t9kF&K$Fe!36-fOM9yk=&-Bn9e4=$OXt| zlZu*p9)PjK<^&-R)Cqg`gi{F~&>FqGq-zJih8EK4LUjBk67r+GWkgKB`4Zd8_rnn2 zMFCU3YaA)?1QOMoQ?&vl+c3usCyTMc;ev;whKFvKoSsV&7~)e1K4oX`CzFGm32gEI z%DM=H{0W0n#wbB}czB^M`g(zaQDo((h>f*qQ<=KT)ye9;+`AJPN z6=5?6b#M$uZLD`42NxICr}qouFE~!dPsxTlL5%<_sY=Yzai6KM&VIJ(9gw*|plJ^* z8_XcMFfy-SlkixnLw7f$-C{tL+3++ zzX<-eI>q>a6i2i)d<_I4*U(2ZdQpPH!ot*`9?fp>;W>uw4B;b7!qdM33Rpg3KL2Nm z*#8yf>i^F)`+px3Q&j^Ec%DF(_#AzzH4k~2|3=A2i|4_6+3^4V{W~i&jvXHy7tn;> zSiOUFvG1^b?v1wnCTVWxV z($pLWFA;oaz~UpKqcwmS!V`-|qnn$X!AT+|B7!_;>GHA}8(V|k-#<*Mi9-%#W@Lae z`tDw@$i;3a8>nUGKG>R{cYq8q94`bATEI-p=3KX#J?t&pNu$Y+&iU|KO>NKz-H7k* z5JKa1jE8TzP|b~bAVt@4Bm&NwH@Mj&1v*-(xsX=G=&su@bl_5Y+CgRy?;dLzTO0lr za9A`fEuSFHugb{Tsj>$XMXMM&cjsGD<;t%ql~Jo`^)A28U?pPsB~JbWN&Di8p`*1_ zxy@>xR+PGxw>)uRsm&bmf4%cpq%io~a1TJM4Ri86tMM}PCZ9_n^Vtb$9m>0Rjb2+P z^jKwUBwA&N=60++=$=mM4bgUMNP0^|_+#T0u7diQZQZ}*0AJGK0aGKR z{k4%TaLOX^uU@}y0b1OU{Y0Og(SSsGT4rWuS{f)gsy#)3EGNAA1kQdex21`4s1N&j zshsy&gC;eBiCL?f`;Pn6N{Yr`xSfm*vd(ZLz+TYn?+t;bGmyK21L^`@QC`1(ZJax! z!5j$!jF8Yxv_W7pJZBA@+37q`t0n-_F$% zT~K-F5z*}=I$aJe$Kq#@)mbxicZ%8#&{2B~E8`>9^DXkcojy^}eLsu)@aPB=2f*WX zy7~6#!Wp=@${?zPae%bHyN%5zoIOlpXL3?o0&EH<9SHpt@UsbbIjU^zMj-`qdtVM%qO3%z3sh3SE7}(=-2x76hm(%T{QcTwv5`~zMI^9&0 z%47+{n64&Y(!PO0?dkyxhroKO2Khy82DUdLAt5!jHF^N_;Wdxqp6PVUFzY9*9ff+LYCm6~t5# z$i`#oR08qO0Rw+jF7b0Rq}Y**n&->v++gj#Hrxa2lAFdIGg?;+xzJ=mHcGxH7awU+ zsBaCz1^Dz437NxGWJH;@cZSNREAx7pDp(BIR?asq$PJ#!mc9~+AB<`%JNbGTuU4#K z{bEQ!b6&vA)$+vcz8#(feM#Bwzjx%;+PI7tnMTE}MUhOB)W5kNi_M)c;OL>*+;swm zX)JXDWKD8M^Hjo-0v+Fe!0*Bu3cAFC29{agcd)8!3Hf<*&Hj3C@v5Z9Hh#-3EoaC% z@@MW3{$YmX25+Xjan{e zuPN4v-?U#0L!h0iJ7|r+KBm?aP&!zokl^2wuf{*@I1iLj0)Z_V3W+POopb%3CZ?#s}T)(_gt3IG!g2KBTEaYlM?4Ni}8*e z+x_mh_=rNF;Q^JZX3mf(Qn}EK+Nxoa1Q(TM=&Dni&!2+ZSY4vU%2fHW?wbV)!vCM}u=PkL%ed2rmYkn2i_rlXkqqtlGg@qqW zXvtcN=b*#{YWgQx!tRo%eWd1os`|Wvk!NigTPP|^MVyv_K}XJJsBW(3%)IlM9Z9_Z zDN^AS=co8`XagBZ?((w}*G?-1=VXL5Qjf=S%T2=lk3f)h=GBXwJ30$5Bk5S#gyP1; zU7S_cZk@Py8Ym!&6&=dw^HK|MB#b?h*l6amtwM=0jgAy0VmvFK=Qqq&z)sed`;s$ zS|;#94iphRcrfNxo!;2`@5pg8y4)ZPr;_<-Y28}!TcTJixXx$<&_=$FrBog+hoCJZ zCm&6neq_11HyD#`p|sfT{Xb}&TaSB}dE8yJtIba^+n?;t6@&&Qx5ZcPZ_r6)sx*Sz zwC924n`12$MK`LXY~K69zt@NK{8jt5#c`H{IcDnWoD8cG(;YNI?7xT$`4yeAw?f!9 zmO9&d$J^A%?*8Otci5rwDXD^*;ARj$j2vU1}_xah|XqeuK0opZr$)>Ih{lnj$_ zcmJ0Kk-JD7=3JB&8^EZn|h_!sV0>U+z^A0agoCgjp!G%6ix(D+Eo!o|J*gmX4ER~6J0|>{ zuJ?e8`L$xEopnR5EGbG^SgS$9hlS*>*2_!}1_2rBh3clQx8R zC1D^|Is?$0J_Pj9IinX8Jo}DIsa8Gr=zEB;t-we*qSe23K19yk zYT&q;FgYGRV!&6KTkcZz?#1h94Rl0)fGzWB)K!TU9HY|LTk9&dBTlELU>M<&xJ-cb7d+0^| z#6BAk13Ef78W|axnVEq?I8DUYub>beFXAoC!m*M06SWFD^OA_DTb!X zu^98aCAymn<5mu(#D{%V%1XUAlzfw*DMa`2#u9GZ>RiL>ooqXi6W-8vWt8#vB7(BU zMb66|h{P}@^%G3n5G|ZLkR{_2wC-ZUN-LObCIq7U|qX?bLVIi?ty>Z z&Q)r7D!33Hw(*Kyu5Kqa6a1Df`Cv3ze2JE+*_5jNFS4U7!Y9)PXm^62o^fJaTPoQF zvvZyxogAJ*2IpdfdrX@ufaS>PZ>Jc5Xt;WX)fn)arlCLs(+=gw#~7!(Pzd66Jm(Kw zopbQ?Nwr8Odv`@+hRX-!yzAQ2$tK;5 z8^CL6Y3YVV?1|$8$94j6GeGZyf!73qE!>(JnNhMdHwg#;$dQ8B1%QDkuG_QV<-dCM zs`w6tRf9;f5}$>J!h}_5!k9te)|#$2tq|Yn@PJedDjGn@d|N_b?~CY&YDOlsGZtar zoL0LSkt=6aQmS1>>V)kdu#?LbXVIq95z;Lv;H3MpC5OG;V! zwr$C_DE0kKVe||?+R&&v@;t_*!gy~+Y9P*%smjheV9`3?D}IDa=|$QGaU~*$TS=n< zBDy99-AQvi;I84N-X%9{x~cR`W~lS?!min(f{sUz`L>6<{#Tr`FW!U^>R-ds8?BMv z-WB*&oX@Ratd^(M7Ah##Odm^xg_Uw0dj(k*>K!OYUHy34*+~=lRVOQaOfx($%6a+4 zb8HElm8^7J+LeWPFqORZcL{0O!UMV>JIHpCMJwUNI6zbHRfy`m5|!`9U{qWu_LE-HuH&WI7jnZl+Jm* zWB=n zW0EOV9ct^`vBsKC9*Oho!2V&$bb6Q?`KkgB+1A(xRefP&DKHf?9YTkC1)nT5J0~%N zk{@deo<@4$M5}4n;40lk3u-t2BHEgx2P zEj|q1mc)S_b$a4M7g6AL<0&ar*Z4qn%{lJ=m_B$x;Iu{;M#^wA${sl~O=WhgX!@JA zyBaTorwNYM1SvW$d-4(XNtRL-zqr|(&wdrk6MX?}1bc(y0%fePDA(0~o2M@_cFA2a z;7UuUbK6P6WmVkycR&-`~N4~Y^$IqTl9)r#j?F%LynP+DmiKdT_cdZ8h zCvnJXxaKY-HEZt1cc~U@peb9|%sdr>C2Dv}kgUMZYW9r#b8+l1b zdeE$Ni8^_S5(d2%g)l!~(>PxI3F6FE?eD#gRbGy&TC`=-QRwXvwsjw5kkQudef52c zdp{BZlK@vqOPQ=K+v9mQrJr5^QTX5H5d;4>QJ5YL6{ty z$`kA9|KW-eDlUrAVWYBivc^AJ*n5&Qic!Cm3US{-vXlSn%X)gKZ21sV>;gar7M2C| zQ_N=+sWKGsx2|T#a{IIg+*qwTPsM5kh26i#M6;eyOIxdEzDW!uA?tEE__L-#X*qeN znE(;gGPoL~OQ@-sIaT1?dUmq)er9~!Pd&rXIGT=xZ(vNyGBk{Gu_n84Y41&3-U4Nss?v=+InK=%U16)5D;*B4_QAR!`B0gm>;)2fe| z1;{Azh)`RBvu&TvG{CaN@W;o?Xv5k?-KDPvnBjJOORKaU_Hm&FLUsN0aNZ>#1hBkcn5UJ1YMX9k zfwGsQyzNXHT~~!)5W6=Kbl|kaZ$KXcr7@+yre10#_C**J=%&ZZR`-8m{>u!SmQ$qC zqk>TItZmQ)+#X3CRO&zH?pIN5Hl^3Tcw*)^8O znv9Z?%^ax4a60||yi7&1YkMy%xvQ(EXsjtCFFSLqu7NUW4_6r`p_nxOw+P3&PU%A6 znWz@SsG2U_M^v`y*9`jQp!?+)mrSNonGL7YqqqP{#h@bt;Lk(vElXuhE?Fp?E)h*9 zSQ<$;8|$sfFAc4Hsy9Kt+p|QbfdkK;d>B!^!cFp11J zaOZ>w9ez_VZ#>(T3T)Zt8#BZ5s~rC0>Sf>O>?$nRYt=s^P7>LuGN`FLT2pba22Neq z@81TN>uYQG$;ej6F}pG+8**t(Oq~dl+qdU7HsUtIv0UDaDxs2+l0YdOK9H16wU;D= zsvb<5CWONJjV#w)Z_*U`#(`#+!&U!MKU&J$YO%S}14XJT1PEvo<&hWpq86UWqG1aP zGil7u#+o%^j=UNblK`$(xJYx5~uUL8_=Y2m{gRle^)>BFrA?=RNG;HdQ zjb?W5Sj7^?#w0pAmtmO=iznwU^+?|FZ(5k7(cj`UWR2KrWxXW9ULYtB7*=E-aX@Bn z!Q|4@C&l3jbrq}nm`C=#fkN9$$4VFWYhA$iP!a#!{$M>AZqV)dQexo+^5A&+mO&UTwmN~88CRfRm_^-rKkPR&L>R70HYF}IqGG|-+ak{x$p zRCXzkO5r@M(?(=-(;QZ-9>$0GZPkswgQwRN*HY7{QH)RK7MOM^= zbTl!el((*aRb!Z55$DX6@iPUer`|Qw)fx@c2P&jw^e!mPWe5s@^RYUZ*$X+G-gtqf zRr}e0rs-HnG&a$Prj@H*v?D|qs8l)j6{@*XWq;4vGE9m->vH*mEKB_q>R=663?9eZ z`fB$s(=YdHbGm<}0Pg;^b2$tY>au;JpPwZWzMJT!8TGr&V)k~Nzzzav`H-^0z4^cu zI#hNhgoK1p0-qg1lON5^v^oI#!rcu_8#zfyMuBzS#uFJ}HbL(oK-*552}Gc9;rqD) z0KkuD4B-|3(FI6)?h6s$Z4#2@A<9dv+sDt)-iMn44J#JjXU9xazL(?Wmy@hIaE!ND zvV5-m%w2x9P;;O=(wl!&Lqv3to1$x%`s>z5ruXahofZtnj{O5NF0nlATOkOu@vtmF)v-EHOP7sH*WDXPlw>E!2v9anS5^AERPT&0S+L|#`s z^SgF>vTf8(pi8Xm?jimPCWM4OPeAjmUp0oFlbGI@K%qH7p~%+t6ctN=c>v9i58?V~ zf|9gEXxRwN8#Nsk78adigBDDNNmUgGyw1Aa4kiqHNvH9jIjnp^SHm0L7orzEoD-yD zw<%rPy4xAdos`Y;Ymwq>sucUlyN@p2`E9Ag!@sXvgi@gbr8t#J{ zGQ$ZSc(_bqm&KjD7uE=_?$WJu28!_K;ETQ>z4fB-8Gm`P{jI;VVe+uNY5YE@Y!LL9 zjIyVRKpPw=OnWzB+c=ft+R*Xg8X+;WdJ%Mq0QfSF-zmpsYZ@6<gbeYk+U+M>Mq}%3uKJENVxGpXn$w68SB`IWGp&3KksBxmEu9w zV9foGm>rXcgsL5wXXVCyn7Uab3x<*k_ev!1b^Vbqh=q;_l_1y~!!@@P+!mt&AXCLx z;Y`DYCZ*~`18VU#_qqo~aEcx!R6ST&_%7v1*?Bfiw{_dZ4RE9fLfC&N-SRWoCYZk9 zgpX9ur&Xs(tTuvPjB=+HYNp`k@U&}DF*4@3XGQ5Dsu$A%N>JgZNwe*l)KTY3AZ5z# zDLvd0(!Teq=qn#)urC9Te#k~9U>&cBwSM4p=ee0aysdV}oAxbT)Fg+d$F2UDo!ioZ zKN@e3Z08F<8dvIx9L^Z-GygQuaQu*tCry|6x4$|M{agO1>-avgcB*M;=r@dGfQr^e&8Cno+)#`eQTc zy4;dBMGMh!&0tGn!lfJd#xKQxpx1Y+W0=ZqZ>UDMGbUe*m;{v`@VNgoYNzWoR{kgd zrfTb6YeP+2KY?ix-8)qZLBTKLI7o&COSbSw3h&any#=*nM+u|Dt{R zGMS6o3$K+;xsYdmA2}ZW#F10%%3j-_VmL2HE~}6m5fjEX7fS~lhkg+kW2cSy$GxBF z3;UdOV2ad)U(et**oAD5<#$EDMn!44{7eTYqemX8t^HLS&Cl=^xnBPy?qKN`tBP&` zfAidpJ9`J@@9Uz;T0~G%yLB0vFLE!A_|w0TGD)x%AfGdNe}`@Mw7Be1!c2ROgVPM# z$d}lj?~V-u*nQMKnSM`FIc*N}c~qjJTWmH^iTOHG(>dIN#X*U`rM*yEr(g1-$lK5qac3X(2N*3h!S0dE;EI}mJ zlraIfL7;`uk3a2RxNcXZk?vUcuV7E%kB4GRCEVAX&rE4)UTSCshBU6qO$kE6P9+Fn zHe_`glJVjN_CKS0(J6K~)se6t)Q0*Wz6IU|tiBT*deDw6(g@fYJntlld-Nth~oH4J^ z?=xXW*4dYr-n6NpfUw|sfK+RO>hCkaXf@e?SQgf+BERuFS;R}Jlto-Zg(9&-nN!Gletkf;623wx`l z1o$-kU$AT^wfk0ou`Rt2_ST)jLejvU5g;*(n?rdPTjNzx_8IR+tR^GFsn}Sb#5Z^x>&u(6q*KJQX_-(I2(Mfra z%uo{PjiQuEi%*^rl~c1>?K!^cjysS{grMk9?qsa~(n~M?wT;jMe^Bj?1Mg-~?Wb1f zb&>(OSe|^wG(CXvLEZ)GEe-oOEFt~g;OTZC?^KW=QfRe`aYcMh8RMoyiVuG7A#a-6 z%_N?=dKubUIpiH{^Ltw4_`Z^3A~#l~ndvsu@V0}WACpD2gK}*UWs016=D0EFUBGy` z?&`LIoj?NF54AQobG3OnrMc0sqRxzNT1kr==*X#EDM7qb&ZcudcbiRF32Zsr%z;1O zaply6qkpEouIq&Kd}>Oh<(15RO3}Qxjf`2YhA?}P{%PnUiinREPOz6NR4O7 zkHn3RqmtgigUoeiB53)UaC}$QRf_R{zG(bteQDxY(W|}D6D%S$W7mw2KuEHF0n!67 zY%-Cx3o?T%j?m8%!*j^dMWIltmAUy)H=5I*DMxv~TkUCX;48t>srTnv;U_2~^i)iA zj_67&f=|TdUc)!WojQymewg`H{9JKd!FqJBvS!DVe3KQ{N(pb-ERn{IWw66_w*#zn z?!5E204kTm#iLjfBTwF)e}k>6A~aNou`QLOX$5OE%#Uuo>7BXpbIp+HFJKZ1CQtRg8E!Oy#z_59PH=DSv2FuFuQB14kpo5GD&tylA#^glEJE{+; zfnp-xiJc~_;i;~|(iJ7WH|sR#_2M(S?1XHkE^hvnCX)05(pR%WZ6uIIGLJcH8G{C8 zsy@e%^G;s@e_#SiWatw;6%RN-d7?*P>mOhz17Tqj>R)|)up%TQpgZ`NFLuYywVus)VlX*^ zJY)Hvnv>Ec+u($k&7W>9dmFe00=AtE-w23( zeCy!C&;MPHO_RK>^mzWV2dh0}tRzclKIv%iTI~~_$r3BOiaVAnSdnV2>Azb~SyaA% zE22|PDhLj{j%WxQ-kE#;VSInoTa10Ctz_=v(n_MOY6cP;L| zV$9C+IN$H8FXQk?&Z?==Z_eH13-%Iqf3x$uB_SaJf`FV86UeNA7sG3lM{oNReC;|Q zr{&J5V2=@vz!-x@z}<&b5t5Va{`1)37p z^g~g&mpKZ0u3K>~`r%F1CJ!h4w8z&9AB*YoKD4tWAP#Dq*c2(dpV42;^G?lqBwx~j zKWea=Ii$HQo>u7_F*2)k;JNdsh$EATr!7ih83uAew#O&+);xJPi76Kk>QOF|Ok;NM z@b9^r2+T;E*6rNdTBT0M=QFBdS1{*Vkl}K^82R4PvViHV42?%O;r~jRT`Y!u5Ncz} z!yy%cQwZsjL1)6dJ>9EechuVUn);PO7kHxkgx@APN$}r{3HaA;I)3D;^2lrT$3 zq%DE%Qm~ZzscX%6VLvbFG8->b-~iw1+-pJ=^o`sI-1zZPtI@W~ZNt1dDNSuql8JtoOhA8D4%=aXdiNP5Zx4m3khdz6I@Id2KF=U?#|9Ns3iU-;(ZR?la=uW z?@`70zqg+VsiuuyVbXBnyd>l58-zJx4`$8$21tf_aAMCZ=+@>>cVDV4rS~TLBN%+wmQQ2niQHZKMJ-9l%^ZmxgGXcs; zo&MFw$_`w<-dl4He0;# z4my@MqjIGXW;Bx&2ht&&;Bda$H(%K8{p_m!za{eRvdS=2X(!)X7>;Tz$ z>R+@;=k=T2h51;P6xc6g*e{LYT13eg)EY%HIE}@MlQHES2~iM z&)x>^${1@N@TNs~HjQ{nX@+vVi{Y#08%F;$vVRntG9I1dtVff>A}WeMsfEV3b&uXSbh47-@m$%~DOaT1kWy;c5Yo}$ zKsK$$1O^b$7tOtoSSkD5zkK6CH6>ANW_av#F?v4fM{!zP564gKv#ZV%R9%lARz??( zNn^stAB(E-3S;e*@&^=wk$Y|?pQJg{nr>Mbc=Xb^`H@um{4K*;oH1~Y_Sh-^E%d~WaW-8z6 zs^ITzR^x;1hpBG(g4%BGSJ^g85W*(o5t5C@lauiTbX+Smcrvc5DX;7l*c*Ab9u#%X zW`F!?#E})RgL4m7^X1){daqygm?|>LCEQyjGON_h^K09^Hn-no6y#P5is7o_2EuJ6&_sIP6}!);8$979Y-@cvr4?JZB9GmH9C%It)*ohNm1N|h_t&Uj}k&|rXq`1Z{QA$In`1( z3XzGuaG%?!AZZ$*Z!fD*{$yUuR?+nZ(H;hTqYmEz^ z!VKSI?R0W;j?k*W0Go4~KbO*o$C=Y`!8`x0d0vY9#_9ds7hT+$gg@2s9jso1jD_R& zwtWjPq)g14prN=oYK7h>6gyAoH0|`bA_rB%R?nYP%(S60_^NHWSEZ>-0P zN{ae#B6hn`7VCUJRt7UMUA{l8FydxSS6^oKraxWL@k$Kj1w}mLm3SzAqIezc(@c zX7^u}eg}MQi zSzwYOql$-b-SqrsKQli5LgUEW3o&EcZ}`!BzpA6{TUyA~uvpA2MOgb+EwGp9NV>QU zRvuzbf)aZjH6{6_$BGW;96IBge6rnKQ|Sk2SEc%;vBfqowB_AR#=#-{m0rE!w!LP7 z?a?>xIKQ{DjmC3P*BQBQp#6+a*E6^VV>GN7X4k@<9A+!`7KSMVIevv6v>P~BsNBjM z8KH+rIqkLM7i~LZa^Y~p;nwZ?D-l=?-dBaX{+(MR8NU>abvH+X^k;x6q<|d>;5KA_z~Y z3Va5DE=Jo7ihsC!CSMNP>D;|&bvc0Y)@Cx{}&V+Vo&jHKp#k)b9QvRRbH+f zq`x9r9+}L29fJKNgpf zGrtSr$ff(lN!dxcBBpy-0|Dlyo-STuhSq6LF5jnKX(W~WPX6Rz_W4UgR+bq^rd^!Q zTy(8tm^nc9l#Avt25bs}s5p<3;?k+Ve1bM{PTM}^b50NYi_8#sy}x#3n7!~(I>}ru zIc_HQq&~mlv?a`mEi&&4MypH@anjPEkU-v1Dw>~g#nME>yAVuU|FP#}b^bk(mP?)# z%~!50zp>6gNKTe~eQ~Oxgj~5}kte8y)@WU?3S*ycn`%10s8{2N7UCIQ4qjV-bluwP zL6gPp{7+`193|EZk;M%CziUf6M{S(xyj||4_>$auaq$M_-&gvb-4nv@Z&NZ7N*8lf zn`RzFUj2hUs<$dkTyw5KH0NZ^25aRAD#>bHb;D+_;z|fc5%po zu}ad0^ex}#^(^nDj7?8UylpRLw%{iZ}*}9ttp*lCu4Gi54pi{Zau%Go}104tyNX|bKEIYm-#kz zpOBk-zaBP=s+hTXG`>69NM7W;m)qO_G{$RhKt)wGm_n#VR!{^^EfDX_AoB->V?dUM z57Yo*#C{;G;;@;liV+$d92EadqM)F^Hb0o+CXamGKey5PzJWNTD9JXQ^*I9u(#5^H zGxz_{^_5XkeP7svh?IZ@D2*UU36j!^bT`r>-Q6t$($WIb(%msMN_Tg|&^>g#XYlub zKfG(bESDeV&fI(MIs5Fr&$IV__BCDSq700AQ$&As@OemRk<628?TACudj5PLzTigN z`o$~0#y@4d;+<90h2{h0Td#9I_w9+hGcTlmcyMuyEl;2nMp9VG;M*UfVG<{g;jG6p z+qiUMUsoInuY5fY+ZAa1yu01&x_oAe9dP^kNCPj#(8KZqWtuk$RlwcZG=GRMuJ`Ba zMI>3bC1m7>0*u?ZO$nrMd+pPox6fm*YS}Wb(Vz zdF*Sz(svE|u3ReerpXs=B;Mzh- zb3Tu5b92HYQW8S5espx8y3^un%Q#9n-Rz0Ta=aG#0j_om&oYGEXjNwqd`OKS5x5aw zT5k1Qe(H!15Q?2G2=;H5B~-qjO>8>{4j=QDzmSs>twHHjvmaFG+E8N}{8Vh3zKoj* z@MtbSYVOA3!1oeoP|dh<_KtPjD#MM;($lNI9>uD<``r@o<7_Qgknw1T=6aryN#jpRK(Vf9k#b(%M{B^M2XYtffhL@TUR_^ngUnA* zn2kfg`kIju$7#_Q{{|EoyEwCrW>KYu1N5TT&O*an`H3rzN<-Xk$8i>76B!N7J^u(} z=c!U~uDRja>R0FKSdr#=_d_P^9wn~TaFHLh;%GICke=>m*5IK;-IE^)?6kp-Z7&*F zbDq}Ui~hQj+`jJ|?9J!7*SdBD*Q?VG@7fHyi0v(1*~t=dcCP9bhUO#;@;~#J1rddf zwf-{hD91|5vWy0w(E^?`qp#lgAC=V}v^(pw+%7((Dq^zQvu$RvXf z-$-M2d$!cRm9Sgrx?OwV0XEgB>soIxEYE&(WCO%?l;E2cYCCJa2|LU}gFO!|+H>RX zyNnMrGzCSoBp8KYAb|RJD7Zk8QylfG@r0SQW<}OiWO+*zh3ajvDs&gKKud42p=RhO z4$D61`SHf(#c_Fo^A>5bsVG;pjA08q)=rwyDn-~>ikrucCNb2*o7n?n7o*S2rI&E0 z{~o=^U&ehzB!qH$La}CHv90E5$d5BeAaTVz^EtZ=gD<(IF_@I{{0l7(cDY9`l?HKt z7`pB)ag4dQHJ^h<#ysF*Qd+KoC6&ESDthwb#W{kX5|o%hDlO;v0ORbmv<$0ED_8Lj z``lFj;X7ncV@<`Gv7lRyDA{E;7KD}{?|C*CPg+D>6ud)2)VJ`S%kc1ZPSbdz#f=@# zXQS8YTthh_IUg+6yP{sRYkh7-ImrxH{#M29Bk&xzje!@fD)&kOR{3WZftl-BQTlx2 zvFQT8@Ap}Mf8o!>5NJ9*-k1(8pq{qSb;amjo`@9|MmOhu@uaIGv}ZT-8M&?HWL&@q zLDE#HdD((gVEKkscqTfN_V+!HzSt$NH$6XCrpI@ob7&RLkh<6ZGuf>~!V)jp# zw+3b-*>X@vI-FaB{v<%BXVTu6g)Yjt){jY4`zPaz*Ga=ei~jQ0=xcco0ji#Ez?_E!BID*$KY2dr30jxP|HyZDJ@3OytBexBBVHN*RvXPfea_s-frFhA?eAki z1*YLUUgvZqpC%10IbGP5Ko{MB$$?!~G~)+z^kOO^D+eKyz!7%Bom6ighmc<3rwo1| z>;&>PRD6#?xEjP9({L&N{Q0AZqu(8eJ~-m;8ffVFT$(6Ct_O;GwnllI*j9`k!pDM` z?{c#OH>1_%bum`FkdV>{-;2Y|*9MMdy+&!iCAyEHfW%Fijl}&}u3&5_@EKR)E-2M1 zG6{SBwk3w;X_}a;Ex(Le0rg`e19Xn-E`Y+DN+XoqBL*3e+?V&@=c5JSp3af>dvm`^ z!dEWS74@98A6H`gqN|(dV|#?4m<8j_HIYE!CVxh^>^xt$iG!=QJ1?pcnn+EF*lUCG zIiJ0hCT}k8+a4e-?dhLm%}f#&#b~0*vIY}3x&p`-81)jvev$=1A=}s0b+Hu0cy+ZY z69DKpu0Sc^8_nAC%~inoSCHpTEod95-B-p9MG z^Uxut-oP9<{Rptp1C)SoH+3@Av!K%V|KQ-w{m^|WF!H&*_P7a<7(nfZ_sD^};S3Bb z0{;Rf0ku%*_=bk6>I+iRTM+4Pyez&98U9}`z%G;^#6!Uvl&gW7;vJ4ost=n(m|jAt z&Zdoj9Sh?B{$v6ncEseR{q1Ii#aq^BSTr*<>=MPx{HU5;qg2DY+&x$aMVg3|8xW>e zsvj|_Km_AKr5+Bb=z{Oga=&}`DMMagU;l4g8x=LRHg5|kMx#u^7brQ&XLG#vP!@1O zEIAs~Xt~q2)!8KhrHY4FaLHNcqXU2CTTpKiB3$;l`775RsA~j&@eQY-vJq6frOswj zZSVOe((@wi4~INR>*8!Ip~GD$su4tGKbeXDRmV(+)3(=Ow3TzW*S^#3?tYY{;%|!| zb#~w&d2R$l4~WTl%lsBmwvR}-2F$q*yEDdX44};P6DT|ce#$o2Tb+^9lCH8giyO0K z!|Qhh#JFk@9~d`ndDp04$6X*3KI1~jdynA48aqnMY&FDKh&|CCp^m?0e?SRp8*KCG z|FXGJlfqaO(!d4aG%TI=;8QmHohf@j!U)971#m*TySsm{28%vR6o$I;H(5)AoT7XZx)=j$dHa7PE3i6cvd zA-oKDcQ>!h_{#U;7~STWM-cO+#8O&~mGQ0&pQfT@Na!jiF_?g|qd$IqY}Z|6Mb>e^}PQlpri}X6V&$ zIMc&cJ*LH0sBqk8r+L9u&IM588zS|H8b!%soR1&DiAc94{x;L)sQ#^AgO~Nc|$? znc{3^&Hi$#EnO1cy^JjAgde*ZkuioEMRDFKX>hOB2juQHHl>AgUIooSTkKpvZqaeb zI9&4x9Puk^)3a%%t(;TtS96y`Atf=;eQC{UWN&BDn&Ke2*OSe}qq+0e)ZciyGi>|_ zE`~=;IW2qdDha8MCqnE{@te5Mw+}?d4{a%~<-KZB|VQ}-4E8apQ^(Oj8h@9ye3~wxX8Tz7{t;p?%mW5SAAXEBLF%{TgeQYKDc=(Qzu;>&8^rU~!H~t=bMtvd!Mm*w z!e-%E0vA9#swgY7yAciA@NzwOq}YP#cw9J$p)~B;bKiF^+pev(bg6za7mxbDN`#f; zT3nKn1yKTcA$vT>2L(SU5PC@Ah5#06?JG%56MTh!3f(FK|O zpr1FcbG$#*ZzBnN0pR_Pv69D zO(zwGCfunj!Jy+7X)ZT$f0@bf&Gj6#!5PuV+=CFQ)rFzZXBmsj7S>;R?|v?q@%yVL zK8PnhRs97GR`V(1-f`bplCdLm|GG{r*slD5_Nl3zq7jmr`>v*M7aKI#wv(tE0Ql(6 zde0Q(#ZvI=@4a~1SN^)ToXs>JgTeI;*oGp^VjUmTGtx<~ed6%`u1KH7^<0lwslGbC zoyt#Aw@erDa;K(}Feud7RL?XBh2h5oU1kO*moPU5kQCde&$`z~$}6Uo)|_=-J@y4w!<`o~cPnuh>ju z$=I0m!j*oXwt>{WH?&EFZ4^Eac?ybCbF)a`CbU5&X(e~!ygw$s?3DQtrsEfZv34aL zuI79`K<3}~&qSi{XickgBw5lrXzT4)QQ|(|+5bpib*;sbR3w(STv0!Bn)PkC z1-+BDzIdkTQO3dG<4nQ9UQ$O?UP5u&g`I23UBSlBQ|Ak-nTmCJBN0kn$@osrReXQ1 zi3bHyxeSv2z3liAH|Nj7a#xhY8Ky#G8Fd*A&4G>V5&3MY`k%v`+jXLZ+?KLM1(GUq z%nUt-!ZQCQ9aKZ_MJd^kC(DHHOYnH9wH`)hVV&X7TqcV#%Qo6_Ci{V63Ret z^3D-~B^3cf;~%GF^efTwXaIXKkihq0W+*+} z@YMX=`?ikn^~;xOyC{|%X~^ex%*!vGjGn$XKqq_}XFdA1r(ZY9FDS6ybJ$V@Ma`Ls z?`ypy(}l>J738||?p^YF&C`>hHBt6C%x>q}((PKcJtL5*movb%>_BhH0YHGA49!x56r|V-}uikw@aqmsxR#>exd^DND&_dNI3Pu@dWn4j_ms5PrSbs zI|n~n{%J8~&bV||VF$BZOiC80%}dM$JLy>oE>Q->DczRf&;f4HJB~5SKAq&vqZWiY zBR_IwX>{au|LX2!M23UKItuH3TgTb9KFU_s6W^1Al3Dn`ndNOnK)3ZG2zs?b~QOkFW8}VhU2eE-$G$`YbHvZCIftYp0T+iqa^|tVb zt2~|;KH_img3Kfp33OYrG!mx*a1S6*M&_GbmUE>qWzoWfGWY7R>;~39B{b1NLE04j zWKG%bqZaiy5dr&8} zEvc`PJCrou{oY^X0bPhp=m=IvUN##~jg)aC6Om8nePBsQ39;t2fSTeSFXJh^LC06x zU)0Ggdbx@DGM4FvI%%S7jk1dkK2N7cshWWZ4*{8YK3IZl>+*VQBJR~pEgnAZQ;HY( zeJKuhM_D0;ANgO_c&VBmGm^gevr~^|8RAdJMXVpK7iD!8p?Y9dfx%!b6>u2p}suDv+Ad#e%b7Bl@92d z`cR-(?Iqg(jgCHT()HOO?D?3`@n-cVkce35Gf1 zB8I$gwHg~|CcTuQ+2vv{Rip3b_ALz5nExy)qG*vNe)m*bpN?*#DSonI$(aHifL!21 zmZ^@m&?kdNb`P*of-#ndJHL&^-uovx z-i>#)JC@r812Ik`E=4Aq2(fSwiR1Ncd@>m?ASP76M_u~-iXqP+F86_BMY0TC$id@d zbmmE=w*Z0y6l%8Z^Zz#@xnNFtLZf)JZZMX};>Onai?eZ%!pkyqIHRB@S>6AC;nMpR zZSMnC$t+_uRZgXFR9e)JnjpL1*D|#OI`5wyK6gA#g?i5RrDa6?&_aX7{Aiyl1F4r^ z9>2oO8T8SR) zYiU99AjwY>O4jevjY9Z9mXl~{=MlQk1>WWLJRzC*(?ROw%6~Z|N(1t;s)@!Zt!{<= zJo*Ej?BF>6{384tEnu0K(0@V02%)r=CiZn@^D~d_)*WXZD;$unOlbFQ(i8amahCVp z)SMx|pB?sKBPZ_7rhvEcCQ9nZ(mXhA5%R?VQ4aPfdk$Mm{*0quQ<^;1D_=L;h-}86 zM}*1k#f%}_@*@PaVm`c7~<4c;!Byy}uK3Eh_7u7r+@iA)FTP}RmNBuTgeJnyn z*|XnLW-)gu(b^$7;!Yc)zoEUc$2z@6PZ_kXsY{YKS5jnS?!(OqIW_$$$JTd}+*wdz zd-J(=$Y@JUkuaU2x`ru>TAKuU!pWPn!gepYu?N*Z>SQ0Ahy7=g_n9j#&2DbvpSRrs zP}A=SL@ysPMC1=)F6yyz;h8bfB^8x!Q<~}>MI%N)RA3;gVPfQXF{-$( zu#^ZjyQERFc5J>DABoh~+LBi*8Or9^)6AmFIeUt^sdcd-?$?+AEjyv25(XJ)AO~Xi z+T_Jwd&}~XRf0&4>eTn;qQI?R)KhM=ec4^Aep5ESOIUw*pp)z_C?Q+aJ<(d&e05B^ zY{rvp0>VTe{^njEjjCx+?s$?nCVh~{h!$4wuZ=y)qzP$%K*(Sh3kGr8&c!VstcicU?hBvw`8UK4f;Q8~C3b=4c z96d`y5~rvNUdfA@&r>ov-{^YkpT{zXuc6A*Sj(ze!5EhCRxUDdq|Q~=SbM%EH9f!p zp*DVrDWi)p=hqzc3ljF<9XRftv3awh!>M&IUnR}=)9$!lywJ>VP}?I*D_R+aZm0|q z)^XQ|vN&JqrVo)!mW)~3rFf#fQCV~8f6zKjV!yvha-Df za`H9TVP+&@76!ANPmXBhw~97XM5QFDZl}6BNRPcQMk{9OXU|}4;@nh`i~Jxt-PdFl zlYZQaHFDDQj7NB5nB(USxjkx}bB5PEwTP27K7LTtw_9AbCx=dEm{o-ZFb?t@FI0{a zDsS6ZQ+M)cwV|N%3(ESKO_uZ7#|55fFTd&4;kVQ%MhjI4CP2}Q@ z#hZL+T>Iv}o?u3Ff<`zk`xrz}bqT>{|qe{uf?kV7RlHxGHmD z>9d-^MZv-OBJsqN3S>}Xo*R{yA7xlF>9+oSBBW=kKv53Yn>II-(Qzia9O`(TT0jko zIwr#>XN_R${r9=5UhR^E>f2EIP`sdA2?wd#=Y!tII67+2#w$6ZJ!Hy1( z6AmG$08CW5pzx#&!G<<*j^;Y}p;2F>l;>?vf^KzHGBMR1rV7s1TBYV6(G1hRCP3BQ zV*Tk@YA1Bq5yluyN){E6bm_J54|t@(+5@oz7wmTbVJY#%z-P8%_MWR_8T)!Od+qG< zeb(TA@Q_vni3}Rd))Yq`!)ZA9kU_`e%8J(mFAItQLd!}^bEguy?BkhqzGhI|J?GsY z(2%OqVpi?i1|&QdsEx)#Wd1obzlItMGZYAuri8txjFL+hL6$ukrbOetebB>Xd%CJ9 z*S(veN>r2)4EB5G5~vOXD6$N^8&GVBi887&BgUxAVQ=VmKlv}HaQNePeMwRnyxGxm zBl%r$wR+=!z>pL|q5N#b@5fr6)cK7Up)6>P(mZEp5mW?CH$*`2V3<}sh`YJaqMcIA z^ba20eFkD%_?=FOr{BE?s~FILcM}KxlZr5_!)JSzy>T8rC^7t3&aV53%gmSN^+6Z}PX}G(R{jdtg)BLdrlbYT00UCU8X1UFSGg zdi=WrBGCwZwOqFJKx<^bIaQ63pKCkC`CVUn!p1%gF`vF?ZF<(r|852cLT>%n*A1N3 z$`4b@?}dc=#CFh=|7jm&F%={zD3xjcrGJvm{tz9wYW4RvM*PSuTlmUO@BarSrNw_c zUJ4}r65ZBvqZhlsL*u1n==9kOnR>NO&Dm-}y4}rA86C=KQ}R6mc1gVigQS-}b6M^f8q(UIJi6~>EyGVj^qvl< zUGgp+P5^BY%_c?*VnvoXBo2HcyMrukCca(BWX2x@ZU>WlDe@pz`?DdCSOtXtEMDx9 zeEx$&)N9u?^WRHjzsx(n=LL?f;7}>+ofqhOc{upkD}(wI>)c4at%t4(ZIiZb0JdPB zt|9GKf61#jiNE(RnOLKyUEWeX#Ak`Q91c9=i;)Tdk+Ge&AF@=!HVTevt|@obK08Z3 z_NUk*aUdx)8UKtWJTYe_3Sd_OkFOZwwY(qjDW+3gvAj>-_gsswRiA{Om$_?QA621- zgf`wb`(eWEBpBEHl&;(;D7e|X%KtZBu*tmcv3Y8s;~P3CfIL82^6S%*I?e|;%P5<4 z`B$%Q=UWhighgVxaoP)yZ4QiSVU52ld^1bvx)lb?i!wdC zBsEL==w!;>FLozhXp2rjzM5|P=t2r_?94LCp{S2muu?`#*e3I>9Wrcs9V?d310iN2)bVUfgN_rVP3$Z z4>n1lz5ftXv_(O^XswagBDbGIR!(To+96u=n8jyk3hA4qu=7O7pm*I{znkVWmy}WK zk{{zIrBp~{?EVFvlEJK2d$~?yNlH^bQwMF&T~L=0iMks^S`&X8Shc3~$6`V8ltY6X zQ_>>wJ{*Y5d3Rk+7(g0~>#BpQ+BYq&mBQgnO+E=AFLq&kvai(r+UKKivd{Cf6M7lg z;Oso#)4Mzuu){IYH`MF?xbicyg^}}z+CRj4&jfbhT=XRwY_hnQr{EHpfWy}>K_7l=YAcU4m%vVUeZ;sIxwl>_X zzH^))(epN^`@q$obD&c+^HBC zlhHuRUA@CYG&HLPy>C|U5CbJ$ifT)705SMl5SZ>5qr`>ebG2T>akFvuzYIFHa_(#W z2j|Lhl+7lw297}ZcIlIhKHta3wG7dpnHv%{$yWW_e>q zmOZ@&-3)xT{~{tly?+$Ah$*Ng;(gAyJ?91bopf=7FjWtTKypg&M3fv#|1Hq^ftOZSTE-N2dzr zTZ#kkf2uz%Ao5283SGWj=uN|oFjUF1;}%quOj*+A$#-p-A-|>_Njyk`F?3B!|8i)J*WCO={y+(iwDN{}F%Hhw zv>J$?wKkgI32D2XZR!w+E9vH4WqeWKEfen{D6XYS{@}~@qyyFE#U6~6ghcOvVcd_I zas*r9F;;pZS>yL#-7EO1?B@&rX@;W?T6c+P#T5Q#iw0x^{OqcZAF{8o=i>!Dm$};< zGvnE&;_t7)nO)!@pWkT9*d)2}NH3P~Xajn^RaSebK-9F<%Jc5M=U9EFID_RLhiQ31rv`nRE*)~L-TstThP$ISGI4I+ zWGt5g^HmtNwZp4}8UuR|S9+h2SdvE}`Nco0kD_7-s}&VnCiUc5)<@&U#@0R{>MI2+ z_H;pb^k#Lf<`{!@^tS9dNZ?(FA#r0JY>OORk0MR7?<0;``IeRo_~w%tYuHXO7vzjX5V829N4vwFhGmD= zC_ixHl*Q(?m-re;9~c zU3vP{@?BDqva)oKaj8@i-kpcQx%rFI-33~6%{CT;h1Y@(7A;7zjHtf3K#-AtDmYqyiLNPX8z5q zWnpCZ``P}O2S``vnjw+WGezc5rVhMaM^i{!U$fM2aZbQIHW;M`HGye9ex&A-8-Ic* z)?dip%5o9M+H~}gH;R&WLTjE3_$^ef;77X0l@iEhhv9#?`Bu@Yc~es?XiZ}c8;C!k z_$n?Zr{wr`A}%Z%Z5EHGTqYy0OUB*->hc*{eyuB4wB(_WmOIb$5IMra@tj`iF%j zA1vPa-Cb~6_&J|2i$9qpp!WDL0vV$F0r10QS&f2}@52F6F{AE{@*fS}#QB|^#72ex z>ihdJt!4f7EloTF-{4mf7grR}vi2V@z>ONiLBK=yz4LgWO9meiV6B?aRyb8JZpg_z zUP^lsG1Spn1WoOq4k~^m;8T#VGh>9nQfne~MOiJM3{~;?nz$EMP#0D#v{4r>dP^bH zHGI%drcPZ7WnL0CI_rj~TixoJ^_E5+ePdQr@_Lvj9kZE z7F~DY@`?S0V>#C=<#7#rqLhp8Bcr){rJOh_Z6Zv3E%B~pHUZGjtKM%yV#+$7MGvG$ zvQ<^Fa>mlIsx~Z|2))u;FBBK}J#4-B zk|y?Hn6jF%05g8s`Y?(mOuc09MU$^v7u&CnFWPF?S@^z2UB7e{N{l2&SJy#QIEk8zE4_LY#dG-Kf_ITN{ z7#*!Qty~Xx?*JfzH$}kJja+Fqje zoloIS9hbNeZwGLp#@b z@P@eN@K${OLcpbII9lBm6r7dum4|*NB_Zheh`hCNvMrlLY|?ucB9pgl=d*lHD`tGZ zvRQ_?Ji)G}DIR*5Un>DjFB1cA(6<#AkB1$7>DAvnc=rz>qLLKTbtdi61ky?RR^`L1 zGc_#n4Wk*N{_EgRtis~D^ogu*z!;@1-ujG%0pVLCRRn5&XKD^=RMl;%jbB3jjzRsN7WRNhP^{T0|)H-9rIwSL#NEa8avQ@wm9gA-&~o~K@W zboj=mTa;nN6IRm@6utZ#zieOTWR%bKXC8S~FvSay%ktxf%)%hqs4(}J%BwqfTUJ*_ z(1bk47kE!zkCc1UDk857F<=zr^;QH$dlXGUZ*{&^wT%<2;HnY(nuHo0?(zQWkgu(0 zBGN{uVvtjHw$H8P*7n>uJ1T&q;HSlHn0pqh=9XTSb(PEj+_{+iiA+QLwZv}U5WFE6 z3n`+#d=J|3SZW`wiI|X2X5>qM4)s-yiNG}ZdldF?=|l_6Mk{V&XsI}}_&c|N zRqGfJ^gx*7JwepNw&xe9%Uj;c?SBQdrn}?sdrc5kQn3tnVzZ%9Q@q#{8a|l#Jl0pa zc3^_3GU?^M5CT^A$v|5?^xpK83kk5mYQ;8euk=GstxYH-dP6~=q25~j^446$yc36s zt9r{*93)8kuN@7c)m|)b1Y&6Xi?^t|6r04r`BVC~{*FyQpA1(f$(G$@b$=Tjrx}fX z%d4~6k@goHj~7`%(z5&YWH|6g`ZTHPpNGUaG-wPbl`QtGOQuw%XHBq9QXm(U=~vjZ z6Mq%!EjCO2n349ecou=5q^%mSFxaaZ7Chr1kLWY!^o$c=<8QNeB(=5ViSF$*%cwVC z4=*t1uYxe*g>ck~>}5R8=fy0hc}(2F&ZqP1O5@EhKYzOMO4!ti@|=YMLp@$c_tWUE z(*47V;a@$dPEf{hz6V@R>Jek3tOa=XC~6G5yS*?m?^tT$kD|TB3o!$q)o%(BNwy(% z8GXh_Yq<+P2R$0d`$KOmwgO_E`7N*9)Qp3}Qo>%~MiuO@f1U}U-}6WC&hYRQLhEjC z3>`vF1{>5O^t(&zC__8%>7cuMMUf7ClO-|o;!{yii8@Yu)vthYjcY_MOM+o1W`xPW zFmNw}=10U8ftr99CFP&cQ=v*d^`Ht<;jQg{(g=OAq#dGO+Inr3n|JZ&9aN7qvc&USMO;>_VYi!X-sG9W>k~;bX=JQPkl4HuIj=4 zOzHIv10+aDiLgPAIKaqBLpSoUPs@F9RnguzeoL`#5%)zIQexs*fHm=p;SDjkGuuw= z?;Tt&*&=Q(d($$FxO|5B!I$&D+{!vd#A)f|3?&};AVJJNs5Z!H5p2D9pX8)db~3uT z{u58&0!nd_NGKm)F=8k^#7o0J!LjLgQEjQpkV`wXl16#n`ukYaD~e=-Ub!~)cT+=c zsIVf25Ef5cQC@_(Zs)#yn8qzz!tNCkR*12Yq*TSGS@h_3Ww``P?INjeqrI6%dmCJ) zeYJ9nrD|h$SF%8_Os(9~KQwvxSTZ6UH)E=-^@h}gTS*TxgS@Deh8*j z2udj^tW}uR0s)% zkFszv%-0127``2Qw}XFCH3gmy&=bd;bk1GkM+r(hQneQ2Ym?RxNCzo4v`eB_GM{BG zt1?Y-^_4+iG#l!sokBV#3dO~cZD)It$B0~fN#8zRWd{XTb?AL|lq@OT#;2DBR*G1j z6>eAUyi+P~HhlM7`xU5TFtg{*OI18BW%v>|0~{*yI`sMa4rt(7lE%L+rK$T&=lig( zE1(V1dvkdS2_v#;U;NYLq%PqTD6^+$HaHWWycr3E@IKx(ned-~)67Fm@<-32sOr`B z>7GZ-zNwN>!p(*M=s|`sXXmhwGJK{ZaQZtk+d@oK}i zf4zP@@8u%AXR|xZ$$i=Ts!74+bD4VLV{VR^_q!9BwX{dWKIDnJ984ZvS8^i_YH{U%vcTMWQOdlR3^GE6x3#mvf zB_{NJR&4SMA3|0aQ%Nv+vW*&a%TqT|u;q|bWAV|j(QeWTK8x9kLD*lFAOR0oA9?0k zq2nuYd+fKW>-ouFY8LPbll808Z%)2(?ZUM(;qCU^O2pP|lz7#dJE}%MHJOq8R9-}v zVXre9y}4U`p&KrN>X26;SNZN-KtB$9TUo)}WvM4L6rX5tXs1nn8oa)Gn|3rDaa`zrQ5H+z$j4puet)xAR56(+<0+q5ZG-&jPGE^3 z*%PJtx`x|e>HdwgYJtZU(Tr6ouBuzY>I163cWHS!UW#EhPw38F)UQ5Z51TDWGVy)s zauq=WO=)K|{w$pOouokl6$3VSAM)9hmT|C|1gk(WT%pbaXPVEHvtZEMeYJuD9f3md>JKv+nle zBtK+CH;^dpnzP2;Oluf6Bj#w}(i_b%I34$KQ{JjZf*N=J#W>JIo{E&YjqX}SGnp!t zVnb=3y~VfB#~v3^Mo-%Bg~HF>1TW638yr4Fnnvy@L~^m^SSBf!e8g!Gu5vV@=+mw# zom3`qea~c5!M2d`qJEK^AW5CjaII?<8S;bgO%{-Xo?pV$Y^#y{DOQ5mQ1O{u!0i~l zeGqvMDrK)kNShg{5-$!9CAmIA7js#&Nejo@Ak`{LxDksGhS^{9ueWk+6hKF0Y5kQV z?&*Z|Z0&!)ftTMb+8_V=SomWI`TO4O@fM3r`;OD?wN_%nkY~NUyYjq7Zli0#+|hT+ z`Xe1;kJ!z?@$Iy|#NqLxk^0+tUfS9<=gZ-z7eRA^-o2>sK7aUMmCbPn!gF`!7r#c2 zqoEJSU%3w5XkTCSFn&=S42l>+hG2-O26Q>~(O(Z@#wuL==Au0=;MgpfkNgcJ!b2_D zgDX81i3%|uOXCDp_W-_IoBCq0SJJ*Ox%dlYcr*O_C58gf-H)?sZ}qpRZ@RFrr!3r$ zet&&@z4`GXxk|JCnxAxxx-crv*%3Omq_Sjgzt!7YTO(Js6Wy9As>p&wOfcB)S*W`l zVYlbGRY9Cf%Y2kK>$xg(SeRQav!UX4C?+w;=r^=>8gFp_|D%2a@>q*}I z8d`|89A@;?+`C8(4b^`~-$Xg)4-qv|iS{_auCI0H472}Kktcq;?{dA!(2d++qv%tj zHhyz%zM1{ww?gE_x{Q(rrC50OE`LGI4@yn#obmR_R%Mg%cGu%u&8*n5?0R|W1p0{H zH1Sxi1}Xkpb;ljGoAM$Owj+saz4!BVHtLJrMN%~Uo=OQGCl0e?xy*;46&1$J-n>)A zb1V7jE_gZ=K3uhhV=)w@uDBUBnuZZum^aMra_m^OwPIPkNy7ODXjeKLu0%kvOV=LY z=W!jH7rm$gJwB&`i3tKbo(;04Tbaqy_o+lp6n^N2y;<&V%p%&A3a5plX znQ_woJG#6X2;Wm%9+?`8J%ZG%DswI;^_$!THKtUHZY4L91QxKSg_kMSEf!6to%y z&W+v*YQHs=F7~A!WV&r;T#QKQHp2HT#W$XYHnuly6#F9d@*pT5NE)h+t;}ZVOS20) zZnV^#(>xhXe=F~zS(bCtidtxqdb>(N}Mt0Pim!&=Dx9=miPWe?-hE_ z{o^UiZqk_FKJbfW{0!DDVqRJar)6YFF%4EouBT}8z^ICVjxQc-Rf_jxB_$&mJ8q2) z{yZK$rm9X~hg?;~`Exf}2I`~vB8OKlr+yc!KAl1geu~ewF7@D<7yQ?&he4<1IlMP` z7r3e4sq!zDlQ;IWU9wg%^Jzq?t*w7Yo;`<}_Hy z5Ho`CZ0S>DRvnH*u_6y=c~>qa)tG`}$Y)-87s!Emk>s((c`ocpWRMAM2=8{k<*>rX z&7(KB)r|s(Hj`2#q@p;3=vOE89|9obS-1(Q$&RABwfkv!1q>aU5q&(TXCe9kP zrQKg@)a3Ru=0`e53ahSkuDcv#UHe&M)*I(DZP?q8Axqx{M>u}EO_&@75s;`Tm>b-? z=OySQjziXPG#oIOh_1m~7&=UJQ}g(GQlYz@gI!dfDNWl`@v^quGK;`Oab-k4RShZ? zt-onDnnP#nSs`(IfLC8C)tf=<&|#vgK<=scCPSP2(HLQ4UTb=UqDnsLZ9Hv`?tRF2 z%N9CMvh!klKVgv?|fMy?S=#2AqyoMx+Ct1Gsd0`S^`0w18*JtLr zfwq7E-0M~3+=^}?TNRn-`!~woNFD4+2+i&J#)PTw@GSedlR7qRzJjsMOH^_1tobnV zYTRKxslGdLGgkf-Sf*RsgU!!dxihmcZ9dUrpKHr7N*s@k^DB8i?TsNB5A)s_4+!K- zyv$;ZwF~vVrUyU`i>@c)FgjXm!)x(Aj;qH`!ZSji33?a$2HW0^QD-+^z{k=#A|^}TQ`5R*Lx!M z@D(XCWTUOc6@pGoJdAm(>UkhOJCgDe+9IcUxG^lVHQz^%MG~Vzl;~0ae4k*pMHz(8)K{nba>s{0!icNLW2aeAxt54k}w?23+Hx zZ7C3Y+TU^rmNc000$7(4)b0Is7Dn~kCCT@Wnv(*E?hcOd3#4RE-z0)Dp=4>vbs3LB znL4LlXpzbI?&hk=2@cU1vcK-H(^*&e$`9$k8_%y+21W@k%aCTzDkfT$>x{E*E=I-L zAdt%MFJle9FuauD3lBNwgdcqXg6iVpbiMTod$vr4lt+}8*i4ze4h)Ep3;t(X2@giF zItqyLpsQ-Gpw#C2!n12D_P2`Ju;q5x+d<>ukCtk4{I^Xy*JnfVj^=podkk+a?&qH^ z<8RzdM{rbWKMtlmXM83GPlrGfl3?)}hB;Q8O54(ouSKPp()iCxZpItiJ7BMRQQ+hL z$1R>?{SQy5?ql2s`}doJi`^l|@p#c#f@5wQLxK=6I=l72@@^11{&{V8tJ1%bg&d)% z^t-6;jYa3hn9X%>H0tu+nKu>QSe^RDP}qE?Wxbr`Tut3(L#}9*0^RvPuVFlSMD~e-hU` z2PftikA9f*WFRPIl_$rtnJMg*pi`YN+vT39n~NXb2eu!8hw&olK?fGlvJl8;+&m>$ z$Lx0%CMJmmxvM#rp>B(+LJteyd2D|T4c4b3AmacYA|NlW_=Qb8Q84w5dnFNjXErtF z!tC$2im#7(hYSstaQZU1pOM9WqPTA+)X#hRs~@J$Raj6kTV^O@v5W*E+nX>4=LGG< z2O?}6O0PkqrqVB?$~igG>?C2UO%oFnfZbvgHu}d}tZHI9h#njHNEfdS6$6ikw-~qn z78Gc0=48c$0%F!aOV7*cnh;co7mt!w?xDO;`XTBwv`&NQZW<`Vxu9MTu$Ug84z1wI zDRpysnqK&X?_qx?KNXqdzjydXkB3{MxYA`$B6z>4)_1V{j2t8O&j~#&wS@@xQBB9PH~cnHs1_zn{_|Sp2;hnk+`CwO&dT zwgQreC`6aU_syF*()KHcTENqadx+A3bT`!yl&$9RO(k=&ws+z$I2+m4Lz{YkjqGJyR7ElvB1{Ub zWMQL9aq+8Sj)<3k&j%LiM?24I?rS#ozpIM6<_2kZ4+!ENM}l;CUxIdnpy{MUJEO~B z(9HtQ4O!IzWoem|zcek8n7x|{VcsrMO0jQi>7)(u{loEo&zqxukCQSwevk8R?ZSdp z3%<%Xh?TtPl<_zmQIKIEp58gX=9OI<+m%jSSE7t}+YeP%Qqtq2g1oOiUt?uXr76Ng z4iwg}=+OKP%=<{kPM5t^2jj<&peyq6Kv$UdSqr|+^M^ld&)sQoAQ8EAcA8bvzase` zIR?*W7CMZU29ZE8q{y<%@LBol*Zzts+G5754`g(kibJ^pGa2MH&&&qk^L{@j<+PgkmR;XSG3aKc74n&m9IJ_}kZ_j1hFfnwp0=CvPF2O>ce6hI4!V1hO<$Sf^AZ1P41-I13u zwf67P;c5VxC|t#%ee#yY+T$&dzxO)RYBbj@pgVPdjN8)GII?#W;E@K2_i!K5tEL@? z+cC@Qv2N`f8_?$V7#UDtPa@VIGzFzA3JwkB1I@w^6eU7Jf7|&^N)ovpGmr4WBPQ<4 z7X?;Hzs@&Oq|x||)P&cpy8_3mEbCGCK`* z^~)w?9HMttO{+Gbo9EKflDcI*-1274GB7A8_JP~YQF4Dv5ooX=%ao7j+y!vVTv5l@ z5ZQ@JW$|Q1F|kfm{f(>e<4>jU2oylzI?v#&tGTf2Iy|W z!^3<2V1gU{+{}~e%@qeKKz2fOV|;6KQ;jp}*RNpCHCLc=hd!vQtGl|o_PhnO@ULlT zRJjl>*N0xb1R|N5mnUyrQbGeCrPaD6LV;AilfQr~J0^ib&{~K0tOV}=EGcLm?v$)s z@=5FVVw{nf|Nk)c)^SmNU%2qlUnxPPJEf&TS|y~rJB1;oJEf$gyQPMZM!E!PB!&*@ z7HI*&yT{+X@8{)T&Y5%eJ}aK}thLuV{YqdPiw~wx{BrjkOg(EXTPmik%7{USU_N2F z_W`rrbzj8k%{scc@I2N3*Y-6SR#%wNSU9swY=U}nF zh}D|Ddkzu}p&xHG{(q>Q0M2kyc7Zw0@i)l^{{WuGP=hCAjQ%#9i@bMvPhK+{4iwAp?8$XB_*aMLr34J;Sa>CF+f z#KOrv(0>%P1b6@)4g**$K==1M-_`Tn^iUnA8kKCUs-xnxtxKPq)|U@u<>f=}z~8?~ z{IJq$);v%O?3r91UBdPprH7VQS*#T9>muk(3}v-_gDCu@!Hc}nror3W-zOy{ z%}7swbBmZmfmSk5L>6DDhV~jWY`f-MmkOd@>)ypyG-)G5VSHV{;IW?GR<@**)5&mz$;h$C(!whsY69HR(#jFpafaWJAZVda-^GT7g{k-- zXi&xPUI+fYzCKk`%G3_I{|4h`yWSYa1%-)=O2ri9zYlOX`W(A(Bf6JAHE4Wk!!H{P6%8i-LI6e;Qu(af|Q`8QUF z8E8(8epT09TbJ+N_kv=m2f{@m^tPH@!^o(^<>>m3U}h;ht8Fn3GytdDU--Kh|G>Oz zAaOexe|vYA6o6bK%{aE3_8UdmMFzun%f%YFL9juaPYCVTG6AzgzWOV?coQ^pI$K1l zXbX&ui(~p-2FKymklRN}=N3v-2ebpp)X+IXlR%n-O8u4uYG;>*Ywi(KQC)3ZE*c1$ zJEP{gg3b=bq2N6JSIQ%#^rx5=f%EfEPbvqJ1XB>hB+jT={IO9`P!upK=H@@w=(2-e z3+Gd(pyMpX$!j3}fe*WZK(~N~DSO61800K8FvGAX$jC+{5rcvyn-Zoz6Jv&HtDl0Q zTLToX-zYuVDYHQzRM0`1`x_X12mFln{%`o_0Qc5DR2sQVMem_|=rk{8MABmfEIK1+ zxhGq9{ta3>n6TJ+-W@l8qnMqZu2;W)AjtduwJ~h3!}tWzSHf)>4u{Xrr)PKtb2yD_ zl1JKTVm-J;AYhZ_5|R8q=shZNw=g08@Ou-i=KTD8U29@5q~`}Xbrtx#k9yU0LQF;C z{$eUxaK&vJjJ`DwNbWcPzsB+AY#U)6fEXGaNbFwU<$+fH*BvMR_4V}%C;=ze0nbCb z2y6QL_wUksr8Y+{fm8>H)`w-z1Mzv5>$MT}ELZowu-_a+S97>OfBx(Qy)mBnErRYC zz*1ZT%WsmvCm?VY5%@cTI|ATb|FN+#@<=ktR{~kDN>aZs*|Xqa$!=xA%_S3RvT+I9 zw4O9OF@lACv@&2Wj^AJO>-_X-YXuCltT4W0t>7Pe5-!-WuY`kxlXthg`{#j#%}YT+ z0U=jES35);YLUNaCn!7wl}8QfPft8A3w%Q`{h{(cmD#1dMOn$cPJc8T;f3GiaU@U8 z&CK|L=2<6)hlj_;E^;rQS{*!f2{n5FK(BHo#VX#M8o zw@HrJYlLU*i+DUSKCZ2)NddY+fNJ&j{gN#8zZ4KAt&|ZF3omWk+Uz(f6i)2&K;|oh z=zyHIPX*k^`=f&dcg|84NtwT(0WX8|L67%;q-M&8{V;?U^Easivazz#{x6t(eSM;` z`Bs=B4tVY3rX@#(&9}%I0-*KIf9w*=pxY{l1IHXhcR;)s_@=gLftG3da@aX>Rz4h+2s|$K$<0(j<_-0I+=@1Qg7clVwL9$15y4 zbuOL?t&3YM@pnJ_&HC(q%Q7|8*w_y@hJVvABBNm;nTm2H7o!LF37|FQK$!Wk0%BwA zrb=(55iotrqkNz!(`DXu1rEirp60p1pq0)$4dzWWYI9<=?K%ZLtFS$8AJt?P+Wc;Z&2z;5aRPz*!> z3lWMr1-wlA7OO;>H8YxB%fblWXP|_gg+qYXPP#qLCnF1Z@}RL0wpZZFc~kK&QM=K3 zF9g$Rt*mKeYd!mcE^Q&I{PGxlqV64OK$xB=WwO$|Ej%(*=vZed?vEndEbd))^Gvw$ z1xqnxBbge_E_ut>^<|QW8&Vhf;Tm#gzz6fzaQ}h)GK_veyHrQ34AwhO`F>ox=v|f0 zp&Ag@CcpBsqEJeRy>WEF*c~C}uyxu}xw$9$1Yw+wvt|*29duT=>MXgU#j&Wl3dxcR zto@I5wa%YJQ&oY`__{U`x4ln9e^_u^SXM>4I?$eH8)HskxwU;OzH_4j@=F@LGe z>3z}7ACYmFOt$Sj`*2s5wSDxDScvF5tDml-+=;bq%yRY6<>1z_QE-Ilt&ev(u3PE( zi{%|+%?pOPwXv4p7u#`vJB^~`%z^t zxh@|DO_HuO3QgA-M>_k|W;s`&dW9B9wwF(T($NsVLBW*WaxVK?bugTqyH2iU_=()( zaLZe1;w$B5O+|$fKRH{?W5}Q&Fdy$Y;SwHipTh==VK{$clb&K8Ds}~*o<|>$&%`;9 z3$p}`g8aqDwV10y12vP5NsT3YSe3d%6XxU#%2vlTrVcU+c(RjHPy3T*XvK^=vFAEK z!Ol4?rj^d48Cb2hpNAOj70_i8E1SD!zo+Yys~f4J(?q}753brH{Ol!dcj!`nW#HJt z*xbWlR!E$~P@x4U_YFy4Q_#BZ!{@jq{BPJ=BSAx1wz>})VmWZ3Sa_+&eS<w}lThxk4l# z&a;$iP^_P2c5aV#xX?WR_fLFfzY zz;{?CR@ottx*_uf`ol*}ZG&51&Fcw}EdTve+X)t7xDqZhj|BOMR$KyW6gk?_@QE-Y zEVgFS*2xs54^l)>9&1ohR$i|b4K)}m$O1qxgIiK7$VaQQz-fke!kVw;A8*nBGZ8uw z_AG&V3l0a+2~#deQ1265J2N$`fb+IlURdX%BFFqrD^5;B_2RFCpet)VIf@`ZDHC8? zK7XysRi>0k`vV=d)>3(vbq{b32A>ct%69Czv43r)6h9UJ+>V;g(>5aqC1KB@?qr|M zM>mb29${H7Ox=#iz@%y*Gd34r(%QKmN0PP-_C5F~LyJ$80fvVL$zw=9*6Z7TZll(A zro1#h-qKDaF@H^Zf)^jyQ&WB5KI)W)8=%gNFMH;A>Y+MWU~5jRoQ?7=>PJ$*+N#pX zM_-1BwTf1c5S)!wdsh@{#x}w#62k`EAvKNCg~Hy-2(XL#S{Pp1g67~fq^&#T<~e9S zxo4SZwq3k9ZEMP_Z*J8uJYTe`Ko;$49AR{<1YMk`3xtpYf+F8pmmP2|7FDmzfOKLH zndu~qjB-jrx=Y-yUM2bk^cRn~yqGb}TMtsVXoOyScn`xR7y@YqAX!RPI8cX={8fUV zb8s*1=M0PfU%p;fIRfPCVVXJ5;ysulk)ePML#kVvs)@ye)C|R_9G-m%KHWv%DjzJu zWXIu$RZP9tNirUL&I-zDO6byH!&(|Fz5~@u3d;vJ+On=C;?$B%{|HG_jXiQM0dX>| zzxh7Gyacf<+7(bS^rl&q`7#KY!rJoWvatQZySvFRZY)270}o3udh|Bs!1 zrL_O8l%J=XC9gMOTgP4i5md_Lo@L9RLk5K-7Dn`+&Gn(}fTNIL6#A}CKs$){~ZoJEn{;pZU4qf!^bGhrhZ{a%*>^C*iR+TFn|a!6(K>klH!OgHmkH7`K_6rLI$58 z7&(hxwv)1{^X zDcCasgX&F`Ammz$tYLY#02;>^DI0Xh_C>6@+=wjb^m`qw=#kGtN5Hdo>T8u?5+J`J z0B?atN1`sYZFErqMEie+(iUvxs>0!C@ggiPr26?;A@2Q371dGX(hudjQTH-QC$%79sH() zb+xe0M&-^Gwg+&X7Nm))+ZsAB0uLh3H5*ISxF zdwn)ONS#~=UQeH{nJp)eI%-eX323SubLD1-aE$@uPd9W34H|IMnD1AZB32Y9zg!rv zeVSVi8GlSdvL?Zx5|%MA0+5oWj|_1*pIH6F<&$Q8a!s9-T*gQDuQTOZ>=cCxlXl%} zBH(zEsSZ=VsSp81S2VA)7JHSo{6e)*jhJN+#M$#CL@HnH-%N9#dCR$C0rS&Wx|xcu zm?M$jqh_J8L&PWCGI@^76$$od-KLVCpUtFV80~dtx`3#ik4*FfHXzvteG?*cC8{PZ z$MpQ`f#?#UkPFZ4eacXF?<-jxL!O6#%mFh6VKJ`ZD8Zwcx&%2BuLO zl4*sWkG$yibfL+5WVQ#0!i)-95863liLKN3XT?oVR;j9hrSzj~O-6;1xqSj69lYxNIpHOqQ<=N+Ns`U3TMxkGvwK;Pu`8)d?rEd3d%*~V+Bvyh#Hfrnw(>|z|dFgD- zuIAKjpN59yFEsfvK~a&rnFK^W?YKuzQJ;j4J~(h`%knV*{E)gzc%E zGEX6@sMkuQ!#^hsa_QG_bTJoi-bM+sC(BE8nw?L^>VuZCwBI@e)GO^Ps#Lb!OPIgtNPuaIBihu+;Yhi4sL0a~ zE3oGc$YPS~2*iy1GMRcz7oWTq?d+9digvd_4Hw#FUcuFB?FC z6%EonirIooulXY6qm`7|c}3LJeUnPws&kA0jepz59(EN$!t94oMtKIOhxg_rV#zWnZ_mzviS2y@_XVLpK4q#)S=S?=;_PQPUnU-lyj0?#< zvOeEnnpz+db&^1;+*rL|=b&}r=1c|uME2EI)v1EUhkxS}=U6*BQ&*3cwqk^pYg%xi zy+<xvTE*ksS9>_cQL*Q(ZFqdRTEli-8N*CmT&%-x#H+;C!YMelhw$$%L|O zkCdksCF)j;3y(=5E<^jOQA?x4m9SpFT>D1o1TLj;xvEg{XBQFJ0vx{K3@^T)<7ZsPTb-d3(pJ(HK)`AqGtLX~Ig?oF`l zuTLw2Py?alhr5m*}qL|J>5WK=kc>*`@^<5UI@Ng2Ge#TFz9c^emCkq*b{EK{v zBXCqmNz~@;c~?dGy2^HyZA=*)z2B}?;^s~Lu<__a4$6jB^S0}>7s&kVHT3HG)S!#u zJEKnB+~ij!i*a2;LNzapsO32s8!c_!3TS*IrC|*B;=xm$y+IN7WA%2}wbAS#W-M>v z#CnM&`BSgz;OF-Q-tsulwuTPIBqXb_mFjVA2fLZC4ej-37^!zHse~0Jb*gM=5Uyyj z_|@~V%p9R+QuW(nVdU~_DDY`kjFsIOHCkT7Kt_1)hh$r`7u)K)hbtL=)KnD6;5@RM zM43m{^#ZSyVbj;v6Xk8?Hl<4$Y@@l$Y0XXs8I*|SUtCME3~eqo6g<*?r-tx$?4bAw zveg`n-v@|^v+=S*c9cnor14quVMzxWnL!}=3^b+GP{}<^f13)D2y$m1uVYfh7k_{K zv;Nq|V|DZ^FR|O^s+%kd#Cz1In9zp#Q-4se*$WClQV$nuLJ)cFpmrT&sE7Ib$uq&U z3586PnP2H-cGF}ykf+FPM#Y93$n&gU93I(AH?R6s9Dis#=@gk;XVB2LFF~t@v#MC@ zpIJ}K3?p4UW~qx>{0#~chH>6nyO%*^nOjF^Yehcn1v?Vee72EQ(s$X3j z0(HiGcr%{_{R;rm_Z;(x2Yv8UZ`UeX4I$rb+2|naEnS*EIS-K%QHE}A%_1lu0Yrl} z0%POpvM)|&Km+XRZBOEqro6wjTfTmLKzzTCg$BrtfBE8I=NInz23GxY;VnkO->aT@ zYMT#>g5WV_rxfG$|L?kWaGhzhhkf))&bXt7ZxZg$1<{*7i2|GMsM_=8H-PA_$#~a@ zk)ID>eYJ*06=MIH@ia97Tre&i=FwwsiF=MBzYL1lf2C)%IO?67zu(Y;>rT*|a8G6f0te;Wp|i&fln`wM?|J_nMge6WQVfJc*U>XeRn&4!K2-RVuHX z&+bPC>#e~=a8C6NBOQTn9=dOvE4BG&%c_R9`p%topG}aHNQe~$<2MSVzeuCKe;r!GDpPlsfdTVh%Q_Y@_wJgLDgqT?` zbPj;;RV2?P{158G1jPUU))_EU6x876$>)}%zxH`($asHs_9f$^;?`2Q*V`u!M=GYn zh%7M>FB62%j7!?(4^$$&O)pfVlpwy73lPPM*1yP#g3|S6oEIjnne)Hy5(igf;(_%b zb8}b8(GR&YTULHr4k`CD=JBSdaW|_66B|1a>>{K^##_{s?cnE6T=Y26&MChyzz|^hR~>Mm z)0KIMhmDE4odq)6=K5pqEU|nmX5!OT`wAZvmDvSE@F7jefs)ZkVSO(1+nk9jsfR%y zVLF{>DHGy%_SHp@Gc?2}Fy#a&CQFIG*t1PBw>M{fw51YMd#|hi0fhpH2=3_@XQ@zn zvW%HOy>Ma$} zmsMVCWBiTidW{SdKX=uFH(E%Y{qfJgYAeqs#J;ARG{nWMIh+jE?TNBrUELPi<6wMTL+{_xnP^y4|+PUo&oGLbrLm z3a^+Jc>YR5n{6j>_1Mef)>aG8rue?$#U5zpjT^pkd)p&Yw5x30UO^2>=h{}top}Bz z+^ur1o9;Pe5PSthQN-7+ubA{1Rd86YvYy6xwjC=xc~Ry*wt^X+JD%)F-N0YoNPCZT zVLUS^b!N668F!ue*&hPQz>C_`%nLq!2wImmfPAD!=uq&q*;#G1md-&qmG|%_Zp{KH!CB(@I1#U8Yr_ujnJiPz)?i3{;DXp&tw$0OHSP(XU-Ix- z|1Q7V`?N!p_!uR~(Be6e$;nyJKsr{*wv4;|qp`YsG49c9#>1ER%qrldzBkFBu&qxQ ze|dA)22v?uW=a#4UDY@d?(cN_ETDGk8V-xS(K2vBQ~M7Rpc>i1PEiFg%shdTuZzg? zj5RtN+7YY_d^lBqw`KAv5ov!qe|elWFNlf(9|wwvV3=@CsGl(W6t`_LOEDMVHoprvr*>T&i^RU-2s%vsB_-MT|mhC?*3w-upz)~<%tWW~bRGjir zJNn8k(_5-b-#rY*#=t_RC6t(Z;kBuJUD{CUKUG@v)_sK&r5I@=<2bJ%QI#BB7z1;nKRpCr?@c6@hb>Go;b<&|F1TE+@D+H~qTHhU>nKO40 z^9M;95vpoe0^cKevQd=qhc`z%?A6W~8Ms8*%DdK&Pg^V-Gs}~@dhQA!9|;li3bIu4(XNzIM8(Er&W%yFwiYb@ z2@09qyp!8g^PiMWRD~!uS6a|=I`Vt)FWu_4sRnCpGKc~ZF*jc8^Avk1m&B^dCxxsm~1T#wLCbv?4d;Dkqj9RyUvxwqUy z&@IMgbkW(kwFoPL5pNp9Z?e{04t{cxqSO^OH(w{nQt92C=KB6*VN)>K)zAM9@@EE=dh3d(qY6KXenkFu+Rr&>4be>&UwCN z&u{z?t*GqwENhQ*DtHCt0Dh$xPLiP53&3?MiXC|cRTiG&Qj7lye(Yzu{Y|j*H1^ZQ z{P6EyK-j3+!BjP>o{7EnoOizmX&465`cjQpekQh?;!aFRw+wbHY4zB84m`OW=FUX2 za?$w}s%3?#C2%Zoyj+rX1@(;<-F9iStRM2Rn(z~y$xC==u%AjqrnCVG>R=|s481Ixmh_F~0pGn0k% zZ?R*V_28?PM^6E{0a z8h|=}yce#){+Ez5P#X-20Y9j(H0T_Uar>|@IY434V|SV+Injd*azxQX2iouwYb36( ze}u{E3C8q>;hv4pph`N1pYDxVtR4VG=TueRNcLSg6i`0~E`Ce4r zAc|ra{$EjSe0_IkyJjPm#bxbMmJ;V2hAB8>9F8MilB#Kx5v;0iS`X?2#@zpriVJ(O z3a%@^iSG4(jT|q2FGr$50bUSt8ml}o?{<&{-+ON_;9#d}_xfn$u-apc!zO^cxPC^5 z+*lZ^yJ5$tkENrp`c_m|HpwTe6;<(i_*>Qojy>44PH~%Y9Q+#Bjr6&gqC5K|KArHPSIsEgY&VU9FqTUD2 zOLX&x5Ag9M9Q^oa&ws{|IO$bEowQv$21@z2K?O!ZO}0l%w5Cx3OkPiJC)lt?zp+c< z**N2x?y6zw_-y6ZWDZ8hv2pTTtJ<-cXLgxaZHr030IuV%1Vu$mjS{^?w+wTc19u_VWn= zIYrccJ_xVtbY~1p!^xDq`S$@SSx`gaK}cK2MLzpGL`1{W`fWat%q zMD9VPF-TQ)9P)qUO&6>z@si>|?Em}68Cp=^&Hw)G!hPaNndJH`5CP_5Tc}f$pX+9Am=eLkqM8u`B6KGxE!^=PVK*YNiP}2g|*;th~ zH${SzcBdYIZcQ=(nGKeM@N+66>>6m4=yq%8l5Wp#hBu{naqSR^lM$6lL!fx>`nx_2 zb#C#h*QK+&=M`b}2jqOtfJA}N$RZZ~E}8IfKnyeiXk&)6Ah>&5AM5)=0%KkzMW3R1oZ{55u38xWgpI-hxQ~4IAL!B_A>jz9*|h2ZYhP%!AB34D$u$i%8(@6gsj! za*h<-<@sO)yKd*=3)+_r2D*H%SI)XUs=|S%Z=^sh{Y8mOpnPN-S|(?Jh(T>Z-38>v za;l=UXWnWHDhBlU-SFelX+|=wwftI^o{yZdWgWIR-v-eShDrsCsVPz_~58au*1djApSK7K&`+ibg zHDzdB8Bsf!;5G=NNCUDJ{6LH1ZE+%WNZria+4d)zM@Sc2(4h6)ycYff7>uytT6H%q*4Bz zx2Bmx=ghK&6U9PpG$T~l@J1ySE9S?D)ZHr=(M|L#TUjlp6{58cxxEk4?X8=)vmOxT zV1rx$`wcdp+Mc_<-EnKzNpKT%GN~Gz5%_KQ4D=G9dkb>~Jn>I1?^UnSH+1vA*lrjWu zWZqn!2`uB;AgJL52W3Bf+*fDmE&**4AcIwInr`t@e8L&w6H!B;zeG|kivT$BJ`gan z|GhH@6mJ~BW-qdv^+8mZtGx0(2~Z&FcA@LBrw&Rxg6lvHEJ*-pp(!=A^=S~_*HZBJ z5kJt6ZOptNv#D>cFp7I0Xu>+8smCN2oF78F;NT(*7Rw2aRe^}kLjZo7>%u>01oGY&m`tVvaZ_wY@>~fiN8NG8+Gz*C7(?vc-CW{_wntqa3bYaqXY; zb6-z1i#SG)KJeu;|2fwN~95jQ;@85vnt#$Ei3Zc1M?ScCo-8t+dUd6K-a zZ}Io{Tx8!@V-^_s6{bJG9sTR)^it9UL!X?xK9caH-%l6sN14oPj?6;^CJc|ocQ;6* z&n+f#Onz-h1f)E2S8fpK)z|v|8~l8vOK);+9ONnAY7Y*=*h6-%7sjRDKMwT$H!NjWJ~z@ zl&(rZAy1*=k_|WIfl2)Dw|F?sWu-nP zW?Ek+LI3Z;;{P5zd1&^Xp4PEz7X<4~+*g;%Ga^Vdv~;w+mOr?B5mF?-;Z6&d3bi|% zAI_IeiMkO*++AFgmRt4&J~Q*huzJhGz4453nmI{^I8_v?5B{s>sK}&oz=IwXC)ieA z2c!iig{V-)qt-+Yc4rbVH zs5g%2`T1uciC#^LD@GR^&s3mbu^0bAN|T4-Q726ycjOaA^!dsfZ9-utxiH!i( z)#b*;-j!a5azsIAuTIr9Iu}2N3Z%~ORIUS;^I5AtCN&kl8c_v)%!GM=+YQ^Cxr_mU zK3P5i=2KGqNlr6)6{$~+!q0FYZ(K0bO~%~mj*=XNuCzv*InaI(63GoX>tZ$=ie(gB z%=*5B8$9<_O4E;Nhf6%^q1gE;eNwvK*I;p7Z@a|EVN&q<3q@;|oPn%!ngx*d#A+NK zYxB(&6&G}SyNCwwj?+C|wQk-=tCVrh&(jmbCrqo~OgCAz&T~ecz}`$mnwj@t1Penp z1+SD$9TL?TR!m&!QXo2dC+Kf&KdssIYHoiP-d37vVNs$s-Fm+U(73qAR$>yv#TUE!Z7DehFW zc7Od^A(_&1A{>0RV1$yxxawk}^!lp?-qMUj_S1gwj*NSbQV1h4(a#;wvvSwPY`aN| zH8*ZazpbC0#KR|~LhKV}{W3t_9<}PBI~o=lAL&A*B|c~qffE(^f&AZN>E-pQloH=rW6RKIU*SxQ@F3Iv4v8E< zB4wgK5)e8@)5TUvc7~!-1vdF7zV_B>w<(u(!tgzc`jGbNid=E_q9Q)B%!cdVRxwp| z-B^*nm3ep5)2OJM%H13@)WX+?gzeKHSkU3Eu`4S6b#&c@`sjUFJd8iw+#@`$C8=MXAh> z$Hi+LwB~+9=WM`MWJ%v~HD#J;8_KbL`H(~})Sl*lDV3RE^*hA*4lj--H>d|vgfuDC z{xCLeR>MsDrHP8rJgszLjPc#|n)4Bx>TjpKk@kW* z5>NV1%_tVK)+)twyO$F)w{Ib+I^4oxVn+Jkq%;#!#lTiW$L$6gpOEAX6pGw?k%m$! z`&PepnyqjJk5>NH<}Rga{qM&~>K|P;vg!m6(^2#foiFX4%N0g~*KK-?-Z5atpfqM- zj$2sv@Sp35jZ;Xmd|P@XYdpJ!<&$~^=pwq#J3kWH2m$Q$G|R8%Wv;Bs`|ilfag~?H zSAsP zFB)v|3Dk?Aq%(HAn+s{IIGfr{N*)uCTfXNbK| zPAVBm!>3UGqHXPd{P2>gIV&p*jE&Tv_p)i$tKgcCr#}qmy~-eDMjsinvs4$hiyz5_EOmJwRWQ?1yktk}z_q4_ zC9^-3=!%hUwqD;Bzf6l1kc%YAo7_>gm|moKR<*^G%|uUeb?jMEc=~%YzH48}NnR{F zJsq5;VmB3)3hM_Rw@jUXuFtZ!gKhwLLmT4gdDz zs(69+#dd%P{(X)OY{Y}P`7yWBiPC?_&rhQ?^{|7!qw`lljCEHY$rC10i5u?RJlubu|qIrgX)Bx9fhd{-f z@|$f@R4J(j@_#~?3+D>|hDnJE>9*`1!j~$1aV*Lm9X1MY>eW~A_k6)8PNNovS4_!4 z+d>e{wzNz=%0K~s5P2VIqvQNT3}0=#g$qsXknm{c(fee=I&q2M#Y~(-&C;&~`e=2@0s*}Bz7!%Q)fVE91&l)pja3DYTJ8H)^>C{Ln4(C`HeLOr`{$Jr zeEjj7eYR&epS+NFpPl~kW=O}ztI{arUw=Y}?UUl5wT4AQ$IARa1CvK9!a-Q;bvtaJ zujDUC`p$V`asDCdMa)hOQ`5Kj-EqPZL-a!PkNVjzX{0y@7!x|RbWHdu4F7JHxn#Xq zsmdIvMVZvie0G?9;Jd31wR5(owkLu(-*M%hzq;2N(hu}RZ|X|AqR z@bnEwT}Wvr{`*j5+ZHRHv&z1Uv-x` z6>W(pHl7gm=rDApsVFpF(R?VBP)izhMf^=aZ+dXq_sj!l=Xi8pbC;Rb29J@tDz%

NvJ>=stR)-A-I#vFGkQn?D&AuK&>UM2!@IXEeQGRU~@@zjT#F=H_ck&o}yd94o`& z$#Dh~(4L+Ek_($MX@gCD=~f5Qi}|&*<0pp6AQn;hN!j1@T8{}0PpjkyD^cT@$6s<^ zKDHw?ROXv=IG5G2l5rC8S)v74rC{!4bvXc_!XAV@?bsDNX}LY9NLm7i*TZnaF^kG^ zg(<_oHSNb$dzw2`s^lrGClkl8GMoqA$^V z-A1j~^(|I=Otvyc{URD#ToU~o20oGekzka2sLvc)u;=pd063S5IGZ)|I)Z)| z3Z{O5ctMTPXRd8kYY(sNKfak>$Nt~!MA}pBQ0}5OoY?BIiD){%m-7|0L;r=*zNPMX zE(x(DMHge&a(?lBYcV?&3;D{e*Q{?3yO7knMzHn!T&vFD3=L z+NqF4#_5SZS`m`3@C*IitK%il^D#kUVa!5vunUo8AzB%=%^3ca02W}<6Ga$f)RQ*y z*BA(%WaDx3N9_0WQQn0>lJKnwP?6BZV$joLY7Ep42it7f)80h zBrqZ{me#R2`paa(`XzJa7kDq`ft?m7o1~^SGA+knE_dOh6Irc?=v@N*l&AlU#DvX! z=Z+zBOcH&h)N~i?h#loSj9ayiZDYweH(|cksTi!m{;!q8N!F8-G3QBm()~EHrNAyA zy^%nE(|GUitZC;hNmp3cEqxRjX(Lj=75Dh<=&nW~H^6*94ywO4C=0>vuB23dAfd+_r zmn3=8UTtk88D7XFc|FuBoAIUVr*>qdYWu*vM0d6r*S`kQ8Zlxq$?%Jix>12AeKUTm zg>tfe8wM=3Buu+p;`P&;s57dPvFD$9GHyT`@V}N=s>aAncr)bzO|@ z_RY;`uYldAt-@-*YdJ4}e8SKxjF$~<7s7iD%u3JyBRS~!a>R&_?*PC+WF*fy`bn&`q*agMut;usB=lrisFvT&-SuJmxJW! z6;8!60lpQ&lSlGI_cuC`#IFBA)fPzYB?A1#fA6`tBd(a-npsHd3@kz?gS=i@m9;VD zcK7n=lVee0Ogh?Df13%}AiWf(g#L>Gh*3Ghe*#JP2WFEq4i5JfkN?nSi{^3Mr&=kF z^$~v!4j^&8OL&6XAZTX)t@y~Jr!I{}ObbteQ2&6t?NfeK1v&=C84(`78tKL_3GfLO zORwJcCOiJ}WB9OJzjMy=K%*SXytiy;_bNs2r59{%4!1maP*StdM?}?O%>8XB)xFV8 zOn77&HX^7g99`}_zLpzFaJ)U-S7UIYqB_AcHy4=8xfG_@)8SHDv7K;NabWyvWP}w| z_9HPc>xK2@Bm9Z%fnNDs3pzShHU!9I4kdgZQUN6+!?9JrWsKhtKPX2-OS*9&q99xD zyzMZK5A|)(GfE3$2zcJpHe)qBQ~TiL{-CGWEmz$aU@*t|&q;XcxyyDe+C+>>^BZJ3JQDJ!6oNpR+;qpFE2z1Felh$7hgEZ?t$`|S4L zTxns>4NZS2l0@QM zxV|R{jay{S1=#D-uJ=(ZU*96VT0fQ^V_5Hh)rG^@p~f%SlJGfjY-|U=gw~@cokKSk z3eevoDa&u+{Mh>MYo*|RNQKu9Htxl4@zi^E3(?&vl5!@3`uU|Ie=aGh?J$I0ZCwv1 z2P2%4mIL-dzY5SBqp;>w^&M&6O9oh{_ad^_J1xow$i|~Tr+h)t7NPv4Uw$_9S!!~r zNx!F^4kb^nUWh1Y-M9{Rw33z>!&OgY)t>nPY*?1XhPn8BUCJu zixd(G?h7URmj6>GouP;PeYAvn!$NOwFQTo>Oy3&@^={Kh%s43KUztdr>BoKPOauDD}O3Q);;Z^)|~xH z9JKWL9UZ0Gs&v<^GX{Nlj*&4SuK(8;0DM1`Z#?+;lfqP5(nqtdFQ!Dx=Soe=jl;I) zfBcGjeu0K`ck5!r+15$aah#Q9Fgm|f@4wb&9C7czz;s2hJy8hjr<`dVraSh_&L)H9 z)C2RxJ+A-+@USfXq*bn@xF+-9hsL}?y4dGNXM;~k*?nmoD1PM66_isMad43mN->T&-vL+$C8?t0L8a6QK44tRyktga~ieW}rwA5>MSI zLPcIVXI6&cfRmmXvDCGGOpaaVSy=zVpqxuB^%9lXcAbOZo*b!CyGa5Pl*Z@URshMGpi*l= zX6CaDmw0pvhuFC_fj;?n&8`=x9(Of+;orKntxZZp$3ldk=^xD9{<0zk9F)0#6ENm^ZA>=u*Ht5Nj6ytv~!3}nD#rQ*j{T~?pOxe}0MEm#``*Rz?HGhW|&F1`K zavC!UUnVp)CwA!NWeWj6jO^p=D6+h9qE#*P)97l; z;#4`fzHR&!$uFfeev*l<;~A>?=k4z@p2upN?yoA7~{`_Y{QLeib^l;Hq`k4Q{7ueRoMn@!+@wLARrO~ z(hUOAAl+Tkl1d{XC5X;5j91_=o%>F$1KbHC5uZ$01oetp-Ed);fh z+56h(Ip@qV$ILZ{U(>HUfJ)iQd2^4k{;&cWbXMw5{}6ixbI2jT5ubS|5#7}m^G#OfupAuc<1`(>y-YxYv-MWhN@i)Y80!On$<}Ji`x(x+=#&G<_Z^y5tpF^7XcG4>EiJN0R z`OU+>^X&&boOuQOeT^RHE#7_0eFjngPU_O2_<@E@H8ZeM+{pgiG{%MGUmH(REa&Z5 zfd1o^6cU%79L=ZwnnCXfy6=4G7{yYOi4Tz~58geF`^)@EI4o0=EWlV{_Lh*JNDiq? zX?WQjNAkVH;bdk0I-=)X9}JZmb>C8cF2EDEBU^wybvlX#XQ?NUx2r2AVy?>IpC5|Z znD6L|25l=RC1I9?K5o&Bfo+bCs_Ao|QzDd@a_OkLh{>B4Zr)p*@_YallBs|ef+`=| zg~RY0y1yWo&`cbpkQRDlg%yL21o}h~4Ajgwka#8+V_t;UJ&5-HTp972_JmrK`mN)C z2S4U4e{2ol-hQq=a};NV1=O6argIH5c({A2qVfp{V;6_2WsAP11u-xDHC~=*T)b!* z{yM0Bgu;T*c=b=k9Tql9S0=H&vejaWkpE=F=z<=XEM1wWeVmpRQ#$`+Gp%j(*FSOY zTXj{-iK}20nJ!yt#^FbIAKa|TTxXfb^V|8>3pi9%HcwJGYdfmfbsFRj zri?k&6lnBvo9kgf(V=HOBFL?FC!R966N7yrgjwCy^&&?GA7R0pUVm#{neMz#o*TGdHeJTdMYZ>0y-zUk_YiGcrk2cRM7K%#AIznnB&CbQ|s z{+*EDTNe9?2yy{nWmzd#Fpc$Z&6M z6UWp>!~xhMb(yP8xrgCDo4%u$`^kZG^!iiZ8kq-f;8L|}-!e#HMcKM>cj9M`|5(Wu z!YNNl3Cb;=Z-$J-fg2aEpYZC>rMUU5+!(|3%q8o|gKkt95BJ(PU5JdbR=H5zs8O>U z{#V?9G9d!ViN~`7jX?lIWw_5b%=DD6i>Nn;zB-)@hB90VGG5bV^q>YkX!x!Yl{xaG zZ!y{n+qx<$9V70=L0Wv-^o&0RO zywi*(3t^ulU5AdkuH1KvUlegcsYPFvVr8o|t!m35mO!QOxPW@Yl)YXCh<+t%-0>|l z*2uri7KtX6>ENh3b*vm*Okc=sho5Ly&}f?p6mU^rwr{|Y`h2Yp#JsM*WD?* zm5BBCcsIC3i(I@&QYWAHNAAYTrmd`^WNW!4kN>vbS9i*eJjq%{D(X+KqeTxNb2WxL zeeNyYI_4nX&dTT{27--EHc7G7NCdFwHVEM1F*T=oK<1?EM!LqXWSBtv z>)~^6`Z*H)1m?A6P2(ok*nghC9y)w7PJP$$;pOP%8np#cMd&K^TPkHDA4dX3@*}k1 zW=eUE`|5VmsrdUUZiV&4RSKq0Ex)^yk zV#|p7&7!QMilD@9itd6aWNfCm8gGl`^zq)(`h1fVJ$DkJ6^0zXnlNXdb<=W7SD||?-!Il zN-dj2w$UX_S-*aNCgX5(CDkM3%e@wSn*>tG;2OE+bi5Ne#(0mQO^DMXIyFJ`;3~Q>#&4v$aK8( zop@BFg$wsJF^K?5v9#V}^OyiukH6#$nOtgj(-iR z)Zz&ETO*E+_TJpUk3aMY&61UjgO`y%lK^>Rk_T=nRwYgZ8;>P7ao>3GZyA*Lw6K&m z(1?e_;}G0R}T6aYt2hv>h2F_|3Rck8?1eM zt{1v7j~*p95{E%quz`|n_+4b?XD8KmzL1tjB5ye|uzc~|!O`S0bRi50t5m8aH)V7oSZngCV z5jrNCsDSHv%eqAxC_f3jmAqDL|1m9Pc3($9e3QT-D`)RHRRq;0N!eoZmskaCdVcRYZKQFpu zU|M@Ag;QGTE{Q`{kN!JI9jXbG+i9yp7ke`D37(e)%M7j+H+hr4X8bWHn~KjBW@}5B z_k4_#Ssb^xk)kaKug8?5aWb%8m|0c%OEWTWM$YL%1mWZ3r>3S}4~KwR)rkSIrWOh$ zaaiP$Qjdi0L{a3=aF40e8ft4NXpXqEFbL~oJwqlJ2_k7Dp`rmL*5OKdy^D5)9|rcF zNwE0^(G#C1|BGu{e`4YZo zmr&|OsUkySYNzzM(Vm~TGfEyjNJp^EDFOw(@gtNdc6ZBxEPx%ualC)*C-b3{)H`Hn zLvZIL)GEJa1WWS~PQqV*Qdx2#Rq#*b8*Z8D{Pl^g`I#fpVL;e}e~=)KlT?o7^n?g9 zJbQ^Q5!`}`YC&W3;(ksp0E5E6l^pPsEB-Q5Kkjmi`Im@ydoJcpx9w}9i5>J(%H417j%`@@2Oz3x1mL zMXs~Bka_&YyeEi8O|21f6}}N29_SL|6mH&xllq$CIt;i!OJ6l{L5We1R_~#e!@x!H zLON?sWZUe!$k*UO{&QK3(ckyHjUvgyu5o&f?>cQ6D0Lf75K5!(7JGUddlho!v%GI0 zQ>0BWkAMWH^E<^0h+wi^Q$mHjiwEgt_YDh<1%2Hv`dUPWXCAez?k+s@);@in5WADl z`QA+$XfNjLS7)5eW2bsv*U8uSmF8d z&*z|MHzF{?8^hAXFhrO;xVoz`p~Avqgf79~*BkPi6neT`NVcWY=lc9Rg3o<$Z*z|Z z1P7OYH$pClEZgG2Y3^KZ1OK)zE?f2?^ALg0%$_b;Z<=g?&ptcx$L6tZ&JH+QWMfZz zXq1uc6Ouh-mMtXF{J85hKNX3MQ>%|!k(%fSN0YS15ZvKt?zgwUr#T#knNf;^&!(# zU05mYVmoc+YfxWe3=X}%*?$*L{djyNUwN556ZPidXO>-k);tYJjt8m%>LIusJ+B-ySc#atL*a!`Xs!f z2>T?NjXWjdrJhYDNR6%Ty-Gs?y6}!G?`HXp4_P+J-Xhk;k8>tDqs{m2UbQKG!tbA@ zRoJ>&lEIsWBReQ$-M%=S*biuD$K4w?nsW`AT9;;z%!!Fc;^Z5nHstVB;x9W|p)4{y zYW%t*C9M*-HK8}kYD@Rqrn8{q=%DwhzAn~wi^#BxG5&e5JMtTRXbg}L0TbgieErK3}Ce4FR^`QC^T@3eY`{$}2D z{l1{)tP8)v{OZi3=|1HDMlrbi!AMQ*U$=V15Av2pC(XIP%6*o zxRH#H;|A}<;?dJYVxfvLhN}^mq9+p!Yhz2$QD+Qj?lt~^j=`k9)xP1-NJ95(TQ`em zB{{InHsl=ar2K+T*sSWwD|j$uIlihp>88}7l2Nqw*Du#*hQ0X{R5lmf!Y9fuzjZXT z4gEN84Q;iSkUdR2U5ltyHUpy5gMouYaS!rxe3~Sauk(g==EA;*-&@6jprS6agkELy zH&6T(=}&c~Zqu<^Q+bcKfT=qI;TITP-Wcpv%&E zk)!Y3KTp=Lx$O3h@%i*~3QpJ+RxV7$f2R8lE?O`l4JEk3WC&IZESKj|;g0wEiBX_D zscp?GAVe7Sbokjny0*EtAtAw}SDqldem@b zmM~NIdl}{D_5v$*(-xt%DnW`jI0RGeK6<9UF4T7UW<^K6{6;<$YyZ(vGK_jB_(bX@4RQgPw7B+G%0RrISYSG}Qmut5G(JUXj<$#rpq zcsjgNlpp9n=$1&YKj+ch_g!pbrY&NXq3U>jOCsWPWtX5h?q3{JcdXM>XJIwgNXwu~ zV}ri+CJI%mPowm!MhDdHHxk#xh1A=%ZUEJm?Am@#|C<@h4M^J%D#9R?4@$Yu=mDw= zTp@-y3WdPWir)jsQsbWA{Y^9!n<*wn$T0um3CCWO8POifgwwP8892{06Hq=}H^g?q z_AlZ6sAH>eL*ji#DJ>>P$4};Fc>!|&a%%?s0F@8p=&|-=VbXjgh5}^ztq4qHH(9i< zeXTU~xeN)Et;M`wFsH36CB~btV!cnLd)+7XbJ07aAnZ%eyMNyjCuE_U(V(-q@c0|e z`Ay#wf8Bx=CZHMw&c_Ma2^GvJ>a<}MA?B-n`(4@Z*2B(_oM?_t3ACN;^Vw430DhLX zb$?%+Uw0VqAAZs!9ta?N8iOBVW}?S(*hU%E-mfR%t5&SrX6dA`yqGY9lXpio&fI7G zlxT)ALFj4P9r2|2=a^2jv!Z`7H`{5#xH!XcPtcviOwe)PaI>`$E(BC<+mV{5OLMs0 zqQAzObMTbt7Y&p=N&hnx^{26l*Y_FcbF$QgDl0ZhHwoXj%B*Hsm$ZjR0JVt&Vis`KoCZ?qG$Xl=Z=S>AT zBiy;LGK1xlH&ec@b1}93n?Djs@1!%U3hvYq6#;)hg7k&KJ5BbI@%N)&TmiWx zTqF(iK0kvjpXhZ~%EH)wwhuKXoG+Fq?nsbCQm%O3KC2^ZaA~n@PZ}sB`X~c;&_Pn81*Q3xz-sS$Nm5@w>bz zP$C^>%YB9UxbE7mU&%%!mvEI*{nZ;EmEed8QN4Tqk!Hg8+3VkCdgL-g%uDM}y9fo> zYVY4tzwY_(qh$k-kU8X2FWVll>D-C+3GTdi)nf?r{Qq_^q$$}qZbvwnDX7M=E4zL$ zk}KO7$E07F$ZN2cMT;48&`tRHo-nP3VKfa9A=UG zu05xKB5`~;lh3li%h_gZzKQpz7nes-m!l&iIeV<2PmsyTT%O&hp#k^UEwBril{T`7?c?ZJiI(j7u^z zCDrlO?>W?M%VaUEEH5AT1&MqqhjG^X`Il$Cmzv`%4wnZGI20mZ%ZGDB_L+)C@^j^t zmAeZnr}FlsK&)m02L9)k52sxor(G_mT_6UuVJzR~J4~XuZ#AH=5g}uq`PtIKVx!^I zK8vAdr;}wGMh<`RE6BWMIq+&obZbfV^7NOpLht^!%6jGH7F$-rr_-77nURr^BlR1u z3QvXihn^q@T%!nW{e8=u{P1o_^W01M7_wG7zcLFrK(_U2^#3(RDY{2A$N2v#`dau*CW`bNKS( zUO!(O8wGWIaomQjckGP9{V*jOR1)a23XCpx5{+L?!maqskxsiGj9JEi12K=}c;BIO z-%C)R__`-`6NlXUuyz{OKg#cHPAM&vRb=Z84t%Ywbv|;ycw}3Ayx|LL>uQ)D9rtMo z=4l^+CQ*L*@KYEwN>slj4Ih3`mX?~9rZd!R#yJV2OchjJ4%Wu}&PV)Uf06qEy`$1#I{S8VXfFdJP|ShyfpUQsbDG|p&wM192oZbg>dL#l(n1%&R^F6VaRvyaQgT7*B zkrjW+T)Aa9PiYrzerG`g+MtW^b|C6xWhF0^Z~tVZ(MVe15}JYYA1A`!BV|MQ$+U;& zVIT~AWh{ego;ywpRoMUZ0z3hu(TpDO12qJVr1No@5zcfzG!z%gXI?f2ONbnI?t3;z z!D6?63HS0OY2ftSm%w4Az`-XUKE0%kyms-Emu8A$OJxnLXA6N2+#4vA=)n(*9uPhH z`xdcW_!QZuH|C*GWYS>(PljmxvUv089H2l>5k5o{^D8JHr|SQHka`_3lT_!+zdp+) zx~#6QuGO0koF6q)vg+#%m%pE8XVVifo_~_uGq9vYgrEu11pkz+j) zEf{RBevO1-(k;mvf^{5-^mNl#A}cbP>MbEK=)bIfV$8qV`~|{P-SQPTH#ehjqEV5~ zIQr{Qe1TLI0ucKxVD8D<$jNJHn0mp>Vw16q)#gaQr(=aqFm^Fxqh)@uH z^D{x~ma{4R9`B)HALf;n738wX8p6%-M`v{9-9vf_0|n6%d6);U&?S?5stv*vV8Go8 zb}gMsNy*93CY?dQ!gl$~qAZke0ZcqaaZ>A}N={X*R?!I2vDU{GbSZ0mR~_@(kFU$i z%gs9SzWt8Y0v8o|!h*`~(V|g2Qf4p4!VEY6=Mn>FMb~Yn9a0C36QL80V+# zI$EkyOCZSN7p$04qs{=ks6P`AoOxiRp*8Q`buRqN7RZV-cXW(x(m;GwG|=rt&Z>PnXK{TI_z}jF;ju z2bk^_N96;vshU`xUS7jmEVNMexP5a942r;iEP#YG#VxbR7c?2{Z2mpjwzjj=Dyf0n ziT;LUV(M$>)zw9o(3qT;m#4367#dOWpL4b?d}q&36UFLa*#yqsKzM7b(jq-y9qiPy*Jm3wPGwn z%5VsQDg%5gJfa3y`AZO^LC*ExqP$va^8HM)Y-@gluy}jJsKhV@MVy3F_@$-N1 zY-hSwUH~x?YdXFHFR^;0b^Ekv)<_=&32DxD=>4*6{~20L}$WZ!tK z8%8hsc#%(^ag{ZUW2)-6y@&IShR4RL!(OT{A8$wb)m2q}m;eQdi&)X)*q^PE(i@<^r7E;7wKDT~ zYWvQV;1|}}?ITdbit}_I*3v21EN2*B>6fKQO-WI*=i}oucJAhR7ZDUXaddRV?swcZ z)P!6}ggUvD_4%L1^JK=*j&+D7D;eu0B)wZUT{42P7&7$T&|hwpY+r3eI+ zdXcO~XkRvl;J*3HK-2S+=L$koVR~fb@Zzu$c|fDR;A8?k+w|G=Ql@``3aeXLQ&S_7 z<=4Vu^b#U80S7s=FAWV1BCesLBEC@}Zt@Z&bP83Mr!NjFi_#v*ln+-n>=$S%_Fc=l*yS}H|cCO;rM#_-Nn_FfP*GwQCT1JZB>56WbZ@G;?!*$;tV8X&}5{ zdNoqGW9?LzH32F5gA~HLEswYU7k!B}-A=4#mX`#hTkGTYyxHYQn+@ zs5yN!s)ryTdQcLzZXu+Z^2zsP89929?2dy^$Bg5I_ii@`mW-X}=8kTi1~|2a5o)9l zaMDb%7g2(s4AP0zA5L|h^2dcCHCmAJDQ9Qi>DQ<-2DV~B*z5OG2j%46Yg@)BT$k1SBRCawigi~jDr&%%T^8N`+Vbv^PB4J@+2$j6a-B#Ra?`b>cwuR332604= zOm;X|;rP|h$0!IgSE%xDI zhgVY`mZoS~)UBKN3SmSK<8aIq?gMVhDjs`5anctQ^Cw-6(PKtB9#Km5NzT<6BZP0cKC+51WP{Hym)Y}!Oz@3q{50%ZcB$IkzLK}%|3tE?2= z|9tqPtRhN~{6W}N{xSS6mwR-}e=Cr$?#ij(i)sV#fJaa^#Nz_X1ZmK?Pb8TD$g;)! z>F5FWRCx=Gl`-d6Fq6-9y+%(paPz1%=`no(n8yjFOI}Cgsy~V~KfcP0jlI?@KDyzf z&m`Fv%G+Q5<7*s?Xb;YP1|Jc}{NG0)#klOsxbf^*cy7oSjeral@c&ZMAgsl3H)Q_c z?_ZMyVfO0znEBSVwHLH^JG{)GKh?coLLvT%MRQz(23U&MMm0mV50nt%PU;!QuOoeO z45@4+8PjqMl~kM#M0vz|Yild37Ys_t{&w!`NB$h1Wo-iE|MH8IhV7ZoKQlcT$q3m; z)#b%$td3!Qef=gp2XgxX5kW1O;d~4SN+FDFK;Br(i}QQUYdX@1>OB;15#xiiv|vWr zI;(WDcw6M{U?HW7kdIM=q*=Ldv_z`PAqaObbUXN#85OY`xM-q1D;a%QIT14<0)F7l zwVSuE)>>1cXk>LnRe8eZ+-h`w066i-&0&O{g?Bk=viHp85*7+v#aRivAkB9K&u`W^ zMIB>)47a4Or-y37n=HB$9p#8Zif4`&ArnigozHXnY1QwwZcI|JTO`rL@&bkS@Xi@w zHMXBKTb3fbACbdidPOh2)1Rl$(sk|l98MlWLPd4F1$;p9pY?ah2X77X1||FB%W370 zZv_Q2UxyQ3!Pyl)s%RW|r9%d$dyTTIlvdui@p8T+cKYle9}yv;5P5H#=*2dU_up&4 z9@yS~Ku_>MFJZIs@*?eGFQ+32X2GtW5IhbE9#Fu}F*Y>pZdg3w{zQiev0{K7703%f z8rAlWyO3TU4-(i^R8)*bQDXQT6%`c}_(0#dCj@Zh;X(=wqI!d3CafaH>fQK{4}48x zL?e&~AqK|*p6LONC0jCTf{&?w9k{4+J}P%Z0%+y+ZaivzRxlExo|$G-JDiS(gwO*8G!m83Kq;8P##SbW5La&kLkaM=hv41Hx92ws8pw9p6; ztV7jFerE=V4+JFFguJxW%vAgP`-pWQR#?3Nif4cOIDj90yUvQLAP!9Y&0$Oaw{N_z z*ECqb<8?%sS*tNKtcY-wvQ9(pjN~A8sQgG+6hs=#a?!vo-p2}*qDK8YQSA((jvo({ zw5V(#iZ%EPCoSuy!FeLN!DqDkq#U{YXOOn8b0x zg@?|&<*mM8(Mv!I!9A`%k4daEzHxD3fRcNc>7m4x?Te2gKO(U zJ3BkSTe7ZGo%@06nAc|2+?~w+DwcHhM>UQ!KTi~G>Wv!hVv*5)O)JwFgdmMi1`>aZ zmR(pn4c=Vd1T0w8aI#_;8Xnq&{ED08?v$q@NNqMP9m9&p+iH*I4sR_4!+L67w~+bj zZv5?=uZ7 zEsCbOxdQ#L0`jx55SnT!hzY2C)7}e$?YMS6=6a@Jd}n2K6-g&XL3j@j2jMzj(5thy zwsv)e%oSum0Xkt}VS$d_m&!`M#HY!C*;eY7q}h=Jo_AqQ0SpZyhtP5myYQ0%u!fRv z7hB_*)5Q(Ic@0`7NSj9jJ-Fx)^FjCjFD}%gzarPKUjF}#3$HTA{~d(!x(ii5>~ey%s2S<6f8hA4NjHH!DL4#+0|O(Y ziwT(4_>SG1iZIO1lZi0wfvE4<(e@m|5=qB_5G_80du9o!nu%Ry`BIwIkk{tNbUnaU zzX!)a74~hyV=?vV?r}M}=TiEQA3u<@f-^HSANx8(=U5c7g98uGx_9%?_+<+L#pO}k zlim+X*?uQEekbb=evd^(DZ*N4CcxoVMZQ&bM;g&d@?D`ZrAM>QdE9{=abI zl7pofaT7Z*fByP7O_Aecq}t^8@3Zsb?!~Hy#i!krO;pdZL!rvc(^cckmDyPdeK18& z508)3HYg~VZ$l1YN)yU=4lI0J-1li|MTv!w=gUNqpMw#`sEU9c=H@a+WbJ^IDE#0y zZ8Pjhi?&xy1KeAU!>R) z6XW9nxp<_0KDm8U=z^lZ8 z0&Z)gt3{0$+><0vfZjix_VZgF$b$O_47>q)xgekl%8BpazwhhoV>lw+SX$!uIdRd~ zAIA|rbKIN~MraBGL@F*Wu6ADZbayA7#R~`v4W%|GB1){B_C4)5`N(6N@QE5^qHSQa zQMhOlyRM<31)Q<)x-6*`2m?JKcfr8ODA%rxfA?-X-C|GbYTn1hL?Y{KHO3*E{Vc`A z8+XV?wF1g4d+lv)GrjozE`(H13!YX2XUwJVj4`*=pDE!hi`9gF^XBE=psFB+!m4ws zsNYma2f{gxiHXUkLh#|ki1IW}^U(KC9Z5(@JKh}}9Kg7VyY4go*D>X=U|x>kA02J& zhNIaqA<-10de4@&HfPJ9x8hP#esTE=TMv9`ZI!9euZQ$=C!9g`(^_8TWbLb1TR5xl zg3^cK|Cdc-Vq?=vB~eiR22~*U-zbtoRK#;{DPN~Z#9VZK??sjd(-+~cQi(eg+RX7T zW%XW%Dk=OWkfY`wz&+yAD=jT8{mo1ByYR5GVpKiFCgo){tkJYAx40W924>+6#Rqs8 z&h^`ndtpF80PF=I<(`Ln3FgEW17GCpJ@;qFb8>RPJz!wL=Y>pI!5+fTob;rA1A|+I zypOg3mw)1Aj<;DKuK=FJ&f2%5(Vh>zD-LS{*Kf?y^>Z~kjgeL5RCNm812n!24TpOF4n|uC~ zUjW!A!;)v$n>a*7L?GsXDyYGG&@A4YnDh5X+pyZWcJq$+*>)T38ald}nHgAtBf#7Xi(>>XZjv55M78ofA$Ox zig;d8{eix?_zwVux(Rl+wk&LH|2A^f7}2g>1F6SwdRY6o^Ru&)gLT_8ViXil!Y3-A z4~=qE!1N^hyXizd!kFFw5R>3(5SzW_5hHjOL|S9?UX zQH=EplvVW?%LftT#imV1i}lHp#FpSy+_(M$$>=ewiO_^Me31lptU!E6Xr$bF@W`@d zkRh$hjPv3`z{A61{;sO3YU;W*8pD*c*L_?Tox&j!U1{m-!tX>_S;H4^sswd&{DPoX z!TZ?jfE6B@#Am2k(T>93$7*{ThZDYDoHRcUCgPi3~D<&UzcYf77 zzddAM7fy-i4%;M{2Vs-S=o1nUY)jeFn_@^gygz^}Yr7mQ_R;fJ3_Y`p0Y&y`#X^JX zj56WW1O_@f*ExCgoINTksxM=JgFSp7gL&=Iq>1_&*>WYAw}s!AOj@6)j%8>Ed$m4m zjffqXu6-5Nz|@Q8i-OWeq*Mo<+gaVvP`PtvW`;gostRxy#9-I`^%~dJr92RM1>sYj z2x)3{B_%AxCjsZy*`G_Ht)x0jundA1W2f&Uq^a=h9w5EX5-Z~00@;x&i; zKyc^?WPLTPANVWR~>z>~`NU`30Ol7p+xw(9rmd zluLkn>w9cXM^B#@Q6YPXe>z8T**+~sll76y@{XU^$(dWVfxVvTR;DpN#zdkBHMNAv zB9O)tfqp6T^YexJdBZDJRs0&~TTM9ErzH3*^p$(1aGjWIGc##~)kPmZEO1T(Ox!5v zI$mxqc>2Zf@8kfLm`;uy1fbW2i1xTA{r&wRlx%I!wb6&mGJw5a z+;DSqa~baLj%XAXb~n<}GKae%<#(iHvVHJwBm9#86}DmmE7d|(RaN2C&5nhg$FDXV z&EXI@I5^By;^tOYe-trQ`TKAwo*q2s(9t&pBIK88v_jU~8`uM5rkhjs5q``8$Blv4 zP>MzVTMvGIevnl0qZ~G@brTR2l#!L~T5x(}*+qK)(&d#(kx{)|wQ-~GS%hm(Hg7M7 zZUPWtla&tBvn^q7{ryu?QeX%pceV}t({JJBMEnY>s)T*keV@fmO-&7|fy~Gs+;Q8O zknaS&>s!5d4;f?{iyhtE2>CUHZH5>%8r;^CS}URO_C*L#!JB9+)+$_TN=mVIZ6zqj z=(CUL_E9;$gUu7dzB-382OE=$i?L9c508qX;Iar$O`RMDOB{Uv7<6 zNBE{Nbd7ckU?rGCX*11hLx7#V2nZ~sNQF+J!SV588UQ1nY@0!yTPfb@&bMlAcoK=7 zFpA8AI{+v8MGzQB`+asbWo2w8ObUjaY2$lDM7CJ327MsPW2`v?07iRySM|8EztPXH zW_)z?h`SyYJ(^*BM!CqdZM8Yf_6G2@IZ1iB{g+9PvA`UHj2qUOhrd|?XkVTUrwmS+_(9)#zRn{FYNqJ$y4;qdN4cd%a^$L_zKvm%1Yam=Ba|RRsKnzeM-VG zz89lnc@R%Yu)n<+ljz)|-#wAWDaQ0em#o`()WJ>U8rvo@brZ=6VnwHGxke!{~lf={2)FjCq z556nH8@&I0s=SskqFARFFIdmD^z`m`a6o1&=(%TgtwoGtLe1EieTzAwewN3A5$yIo z=OvyG_sqlnme$t5DeFt1bYYvbkBo)h{8 zCJUfXpS`l_wO?g(bMt#Aef^{!!$WLt0pqty^uP#?RP6xFf&kpE11a;gJOusjK++%N zoMsqIgQ#1XeBVhSd6aQ4EG+y2sSR6kZ)c~%n}_>WKm4zMNl8o`@i>NIqDw@`lU|Gh zXByo2WV!VdA0HnXnLtfuI%B(usuE`}K^my};yZd>b6X${8m)#iX zZt&#xS{Xu+U^hS8&X5k1i(h;8eQsx=s|NZb*Z)+;I)Ura&=`o_k4;F(&Iv|A`Fj6q z$AqY(gGH7$pdDj*BJdM7TVmJo<1^q5(~Cwu(N3C=>gt3pT5T#$pcKL7DAl+P66x=q z3=Af~W^Q9*R_6g8OiN2kzxH`>Gavvxb+uzz8uinsPatf5<^x-5wAgnDVH&-~1_g2` z7VWQ;!${uocfr%i_4)Q_8Zgcpqd7<$RIWVAPWiWQG3(7=G^`h$*FH}Fb48|Q9-dHE zcv|aL;7e0(&-qb_I@)nzWyR*gZWPip9W^zRxGLY_BI8D|+?VFn1}a4xQ&lfBf19Hz zD=UAyN7eLK=*kdYp1cl3Xtu|{;K@`_czz{la)Vkn8Iz$-@TATRZSJl+SLjZ z2QV@?Iho1=c-Pq2c;@CfQ+y}Dc1X=gSOrl~@~>>{R||lsyZHEi7sr+t7LeLeQ~PT! zXSQ3LEjkx2Iy9bZ+m?Z)M^T7Q@ymYI!;Y5Q0|mqPE6_4ju_2zToez#&5@(bI`#dtx zNJD(HtuXzqMB2kkGx$vTWANVn{r&oAg(1T5NpU7Oa> zxYIY9*>m*5&W_!A-}$V8fN}_=Dl_ZrKC{iYHkwSE0t@sj6l@*NPxk-Rd2k^B zkUE1;hif8y0aA|8(9jPbKET_ceC_G!nMAu=ZUBhh>~lkIZhLq4I$&R#WD>@Eq0s54 zl*0dVp)($x-M9;!8|ZT>b^8nsG9%*|ylP}*1l0Q({;z?XC`%nL zlpX+vf1N#nybMyi4GayPot)giS^g>jnw31MTcqz!eo^=%|^w z`F0cz7)o7kZZ2S)lgR#)ckkXUEH1tx$I9tW<}1p`kXZF~2;}v<@UB@|TO-58HJK+) zVAa#m*M~XQ?SnF`gbrh+SyffK^s&opYOI8Q#|w!Nu&6D^U0bnT0H>sUT40+uL6a;l zDG3P+gCiRj9!@(bc=XVqYO6JZbZl&lMkbuY#T^Aj8zmE&J+mb|e98;;uz`UA2$7u& zJEf(iz?;;*+7tm0X+8!ZAe@A!b9&kj92~jNcR!Yjh;2r>h1E1UoC2-gYVB#Q>Kwtv2Aq4bBEbVRzG^(h4 zR$JWzd7m{0g9Sh%3P^TB00oi+?rHqbA1@D&caW9`1k^!Uce1;38fH#z zZEeA6=Y<#`EPM_SUIXC*4h2aK!-0{BAZZb{25eQ`T<*6B>>$!5L`60Fo_hi{2DNQ@ zd3jgYeFzyRd&_hG{{35BeGHrb`7`Q~V6d&I&RzH+1Z+tQ?)3IPHXBSusAi10+DvUIJf3o0i67tF79#_-A}vP6Uwi z=F*bYIBdapF(iCKc}NV!-K zxi}C{AI+%h5zt^$3yl)qNAL6hEi6QUiz}xBO!($+{6qL&U4jJjL{>eCJXo`DN!}N5 zI)J=V$coA7hL{1KSWblE-n{^Ca+L3(SK$za-oX_Q6j;H`M>Ijkvd#x5!(kmyq zfTx6DS#4mXr{@9L2e_JOIoj9`_{H8}amq>e$jDw;T3W7{zyT%Z*oGxWUf-!r|Kl5B zsim*L9P(9@=&S8P{;w`AG9S3Q2yemc{j2N$w{N|m;1jsdd1LU+FXZo#msXJ~lrZuC EKVXu$XaE2J diff --git a/omics/week-5/overview.html b/omics/week-5/overview.html index fe78ad1..246bbce 100644 --- a/omics/week-5/overview.html +++ b/omics/week-5/overview.html @@ -329,7 +329,7 @@

Overview

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-5/study_after_workshop.html b/omics/week-5/study_after_workshop.html index 54ad694..2818e08 100644 --- a/omics/week-5/study_after_workshop.html +++ b/omics/week-5/study_after_workshop.html @@ -321,7 +321,7 @@

Independent Study to consolidate this week

Published
-

29 March, 2024

+

2 April, 2024

diff --git a/omics/week-5/study_before_workshop.html b/omics/week-5/study_before_workshop.html index 6d4b81a..03a1a22 100644 --- a/omics/week-5/study_before_workshop.html +++ b/omics/week-5/study_before_workshop.html @@ -446,7 +446,7 @@
-

29 March, 2024

+

2 April, 2024

Overview

In these slides we will:

-
- +
+

On the vertical axis are genes which are differentially expressed at the 0.01 level. On the horizontal axis are samples. We can see that the FGF-treated samples cluster together and the control samples cluster together. We can also see two clusters of genes; one of these shows genes upregulated (more yellow) in the FGF-treated samples (the pink cluster) and the other shows genes down regulated (more blue, the blue cluster) in the FGF-treated samples.

@@ -1060,8 +1060,8 @@

Workshop

labRow = rownames(mat), heatmap_layers = theme(axis.line = element_blank()))
-
- +
+

It will take a minute to run and display. On the vertical axis are genes which are differentially expressed at the 0.01 level. On the horizontal axis are cells. We can see that cells of the same type don’t cluster that well together. We can also see two clusters of genes but the pattern of gene is not as clear as it was for the frogs and the correspondence with the cell clusters is not as strong.

diff --git a/omics/week-5/workshop_files/figure-html/unnamed-chunk-33-1.png b/omics/week-5/workshop_files/figure-html/unnamed-chunk-33-1.png index ffe6f0f18f59b04af7965427db34ef77d9ccb8b4..a7c523ff8b09db326508952ef4ea6061e65671db 100644 GIT binary patch literal 132332 zcmcG$1z41AyDmI{ii&`UfP#e5Ino^}-6AC&(ka~xBB6*#H;8n1HwZ{~w{&;cf6w6i zz3=|_zyI~Ez1EuJ@BqeVp68A$&g;C+dp^lZi=f}dzYBpt(8WXr zj`Iz{ui(cWOVPL15D1|U{2x-l!j2vULIM#Jd?D`;vp#90B|kXXvZKi~`s%@hmn8R* zACs*AFujZX%#X@XP9T5gkZMRhQ|?;@PN*^c#@twjz$EE0< zklla&v30&{?-`b8#J79Qk?ndl@k+B3)|)3Secz@hth?`6m8-!=1c5A-Y89d(euF5G z)}g?E(?Yu8fOv-v2El~?0=s#C1_}O49t4>O{u6>L07HfUtV6!N4gU#Ih9D6kenBJo z4{rjyUx>z`xjvGwyYss#h|6|$AmJ5iVLN!j^FeQvv2U3<=mR`cor4WJog*m~uPZ1z zw?dHwW}elBzpZvUP`95XH){BJ2R_F8%ZeMrbL|<+{keC*^Upt#?}I^bygEzDI8#&e z=Yv3|pTdVTb1!zSQj^DBE<$R!bX$oP0{MiP8T$v%{cc(u{mi1qcrIG{u7I0J5X6Km z*9vZ(T7Fv5Ih> zPRq%8vJkGxR*8EfLc_o4P``5`Wx+XAHEmheHZ65cHA9=ekQN0dAP5uDisZCTX`Ia) z-vHCVWzucF*Z91zzrT~=1`;)mJbP(xr&&i13Z(9V6Jk-b{*8?o@d6t_0-NMgvbHy# zMK_M0pX1IQ%_YWM87kqc+2EX>Hd>y`j;ek&DpIr+@!(kqZfd<0YeDgkS0)*vkZo$j z&hjXk8aD9>`DEzw9udZ=C&b^SK_AIHS{pnVa}hleGFDV|#b5Klh`YH`I9>Z;;-&i0 zr;;TJxoSh!0Hv;6m3$f6L!&lfR}R_E-@Fm{5XqNtGl4CAqJVHOw_-Itq-Mg&u1icH>+LPCjWSOFa=TX z6%G0t(?g86wnxXi8_M@+dE=rxBsACJh=xIp7(-5SB>iyTp_*GjNqRW!)hUm}tNu(^ z5y*2?BqEPw`>iSIRAx@j(e;;*IuzH_{rBZ+)YR1ac*vsO5?)OiIE$C7*0e141~~T0 z`-S(yg^L*^wt{{)u%?Ieb@vTdDwt9g?W%`mT3<1n{R&ND`?S#KobG%7z$A-P3-y1m6t=E@t8?UD17y-o%skNM1a+kU*e=tKJ^wnhb0W8YiCSE@aX)kSn` z`by9CyI4-q(~pIT9lFbuVjsniTBmdRoHu+oe^_BP1g~}ET!fU6_Sp% zq$vuLLCtWyVix)++Bfv7jaKfZU{j`y&0qw>U4siA$hF7LuuIsjEkYmSXBm0gt{9;W z?S3`+Mai`&dqy_sFLy~;#`{1jO}w5zC&{fzE< z<)?4f-=H4FDTqfo_^S#s!yRg|dk6RrWG8&#Gn!JhVRmb85xqGV%jca@HQn%K!B3ZV zUYnJI{yOrslHn94&9=sY-%l#{g~GZiG9(T2D#+G)yH2+bPFIDCGZK+~nxWY{j!1PT z@X!f^DeGntGWk_AfdCp*k^pdaxtjLG{Ay_Ym!uR zWvHA>c6m{5T(H_Plq|cw_kHSC>Mcn8GkAo(QRRLRTwRi5mcr*Bs+5!(K0F|p+&=fp z>@MeAX-{9{l(Ejmc?nPFWV#gUq$d4jAm2br)Z21Q2%jK4MBH|uwAXRpxhwS1a17VA zvQ(HN13UdzvAl9t=oyWM%6V`Sz9Uw(^Jg+Cm292H&OuJ@wncv}YbwYRHzIDi1>kXwbwPhR;p&QWg~L&c7ueHEH*Dqpz|_O0kA6GI-U>q1Rf)S?2@A4iV44iuin zb8hDxf=97(t{&wpZgLmPUq-xo!@jzscQ=S=eP)Lp8RFK0>JLvUovz`A`Y9!gE5!#+ zN!H1e#$Gfm%9Us~lav)4V%QA1n-^Ql+oPS0N7)N1ku+{CJl7;MxA7!e=z- z+9HchH?mmN#B?G3e%F&n#0igwjphx;Tx2~B#N^~cVuVLCFH1;xd!;V=c_NS@k`34n zH^Rc`RoTqOij;CSK-7T{8BSF>_NPdl9d4M|J-vM|p+3qc`9qR>j>2J}c%|1UOMdFA z5D0_?n9i10Bt};5uFqv%31~%6PtsJ#mpA>2e^c0s9oD!UjZqjcNI9icRAm+-ShzXubt0Km#Piwo)HtTfCj%kd+m=3!+NI-# z1;&>l_>gU^=uZ7d!cI<3`uZuO#bBNKw{QI0K;Yj%6So;FA$7SF(lN?%a&nb+W`$@- z5KNw{^F5GmpFXVzkr@Juga=XG<}ZwhAPQgw2%->3L;wN|z@Y2gDS`2{8}tWf%0W4i z2^G0USGfvbPKWI?&Y~_4VwK*2ENRcKkh!$z3Eqj4IyB~jP$2ROq~^K)C){xGv5Nkv*g6$~;zQGDTZ@!$k+c~*1Z48O{fOEMDsT@+$t z_L8=mZ&YFwr`7CQ7y4QvqYBkctRLd#_^qzaN*f0&uVkl~59n%|Sh;(R?awo9@MZYk zADy#N<(?c9u78p0^!4ww@S@Yz8q!6K0CsiUymAlC`=bdS5@tlJWJ=GcOF*;wL{uM| zznN3kBYu5|JUj!WStU9{ z@a`g9a3@rWlHh=efFq|*SfWeTg~FWY5U%f z`He-btNTO(pX#wYS_Y<=)8Wk^-5~lJ2uGmC9iiz?711v}$*Ct&@N#+<&}|12O4(w} zPRN+w1%+K-HNH%EolBQw%^tmr=lww;7dE_y&j03I_MEl5V-vA1vE>JKAB1_!Gg ztr3`vnVA`2JeW_^P|ipY5mbyj0E|OiQfd&Tu1)zR93LMC(u)Q?GgUZ3g6$$UUckSV zOD$hdwT6t<@5r4VlJym_uLBWB>`JDQyPjmW>04JS5M@FHW=>=Db07K{O7mVUC{fT| zBPG|KmRz{B=%8iYTY{O1mGn(zz^N`5g!PNmI(Qf?3hVI?iuX=N*#H<&;C7Jlao5Y+I{ zTIM8(KT^L365=iglGVc4yk_O>$j4{6(XYag>rh@W;H8R*%l&^x0kBhAoNUqly7ORA zTmMJQpZAFnxxLD9?_Q(tmoF@p_aWPL0Of#vl9vw|^#UJd#sXXCbhK$^cLy?)&*yp? zp^gk=p2uy|PBTwxIJY8s0=X_eFz0brl8d9trBLsZQ+K3nq90gNst?tzw?Wj7uUGxR zlrxEdPoXO}Rpkk}%6TEcgYnS*SA?CJ_XGsAu(`q0zT>;m4{h<&hEK^bsezo#*S+g3 z1wlr;-U#nfcH^!5LR$wruUc`W``@o`%i7VI^P{n=aV%;nTn=)B3SsTC=#^jPCn+oO zT_H1S2zUNhbtH@Kuba8qpY->C!HmnevOi;hg)aE23BNH1Dv^g?TL`tc_Rr?#DTg_K zgvqfw?!F6e$HBv6*ZFz7&;$v2gm8o90CmIO{)<{VWd+TzfCI>Fo*N)7oNZQi&svUb z*nzR2m4m;~8%1SgDCDS-@4SdPwG9EkDf4oJa>j`iO{F0tZD>1H-sD0V;WeDZ@aRw^5;(99ipZ6|AHo4D^HBekAzQJe7#&aktiVGj z@?(i*aMi!I`oEzNhMZ@-^1*0oYCb4%U43Mol;V)z*`_%6v#Zt?VoXI;VZ;b z;&fnKC;^_osC$POK92udA^yLw-OCOJ$aW?`9k{>>jRy={gUJ6G4g30V8Pp8z=t1Gn z0=L8UbyI)_>~J76k+IzN_}*9#8fwP?7-R|S`R`;Bp6cU4jt3(cb%CWkc<`Wu;Rb}~ zx!t;Qczb9>grVJ2FdRwva6VyEMyVr19M(^k;@JThfN1gk4-7=X&8;SBW@e_Wj00gt zG#8_Kg`+yUx^OB065&k=(8$5su#Bkaa!-OM2y!sg2iVxy4<2yYZ<_u!Sj6W2H}fkW zBh(=?N{=5u_SO~@5s6m64RO#q-CqGniGrf}Z=}@djecEjZqGLU6Dj@YNSy!Ob`a4L z+(f{4^d`iO)p}8~@%fL$MAUnaw1CCPsx#|%SeC0XGBPS@x)xt!#rq)k3x9pGV#%>? z$Bje;^ZN3LvElib{r&xp4#{hW)c&6|^q80@V)gYdHaF|UF^G7mTJ;Mf!Ky)?V}tUa zoR4p6{Q;y-_k0~NWjcR`5%ympzW%jl_jT-$V4A#_$8+T5;N_m9gQ4j4C5d79G@6%U&mbxP@`KhG!XY;oNLny~=06nCe~&GZ z`~;J&UF}JD_5S^PU?_l)g7Ea@>xwi!mwWRD{udw1Kf9uJ)m&EPSpakyWeudlCTQ%cJZ8PtEciQ$u|kf|8Jv+LWb zAN;Ox)cfA!pzv^Z=fm}G{;Qa4;xw;f&lS5;9ZYS!6w1TH!^Xx&MfJ-po{-y4bagOO z$;gR6UA5GlG8ZvFEu*C~?Bm`#LUL7@(1Z77@h-rRC;BD}hcI&M{c_{bx|^IE+HUoLc%22PfYRQJq>&Roq8*(bk^rm*IB>|5xLB zHf7z-o1EH$Nbic<$a}Wr zm8E5#J1t@Z>ssiDXTUHI*GEZLK2gS5jz0yIa3}lpzQt?AhmRu`P+ZK-&Gj&+Jed87 zc*j<3C@3hR;E{T!i+jtaTn(_w%-4CJ_U17r-|LLrO#llwoVI=qeh{&Jek)3C$M2^|YDndixh=K1ucx#@-08(F^ z6j*J5Lg^Q!@smu}QYz7){U&Lt@gG|lRLZNeGL5Q+vi+a!&p6&NGZm9+mbWPIs}QcO zOi9?ho_s_2|5uK(o^>{Sa6m>_O;A$8O3?nw*UuY;C1QQQ6!lgvcJwODa%wsh%cP1M zSfHv`%rY`i{=sST$#btw)$hrbI5-)&cevD&BF9-QQ)>8ScNR4_hBo$WKeXlZ_; zz7g`%vsL_4Tx}yB55$s)^(~+)KvmxQ6fb;J8KgF$W7~HO`{2p)Ba{pjxTS1qufI$Y zq?LRMDq8rKb0vRuD$Of5P?}FhKavbB9OO`pKbQ8`X*1v5x00Irj_E$oB(^}&dHniS z)LJOt=X-%k0VT`zLZGUhV>lQtMQ^{x&k)fd@Q9>HGS@KMjQ6eGZM1zj{s1$RNvS;* zgC0-=hFE2=cZ4B`g}*W@`B!>o)bdV_-io@MVV=1$z1XM-jdaw*!TbeH+n}a#!Zu#Ms9KrXEy)At4uB_BpY^42J;iNmR9Z=AqFN)`k4{i3V{4 z$xrF~4`hk1vGNQ{vg)X79J$z@{Yu2E#y%YV;3RDFpoc07UsR6#xN1{HYWqIBiht_O zHrwBFJALPS*2QKQEn>TK%_B)O7nNU@3&(HvG{(A(yVux`CZ`mW+i&IL;jZ=5HTh(^ zN0IRsC_4(Bnqc~y=LYY%IM)yxw|Mzq*AkXdxOV_^9*wc;qeg!$mc16kRmICFhi+mt zjFmm6Y5psG)JaQw^u(H+!HhHMxoY`-&UDx`ipF&pOTe*FMYInEZGoycZD@hPzcy>V zZ>XvujPN9CJDUvMoICsB*FP){WAKZ$!ig@#gYNqAGBjHn38(14Gd_A9(DJ*X z;W|ZAZP|AoOq8DPd;>i4)Q^c|0u|#GbJv*kxX0p|*|(!h7TS#r6>b;ulATt0*z3=?G#t5530cyGQX5eq(x=L(nZ`@7Q5IlRy& zMDRQis@&IKxF}5y+|&mJ?_e!3+!V__db8DhS}S?+Ewj;^YjF6gh<^MuXMk|yAu+Hi z!@U=SUuDlKoN7`}Srq%nqE0=-HizD)Vt!^(GoNaPF0i;*y2rR*13gP`sCVqfYMu?c z1iz|J!pg!k*K}0w<$8?NO9v6|$=nXRqH`PsVqWe6i*{()~s(~Rh`*;$RL zDr$YrYLk@$er|nh7w^!RaybNa5KIB&+iV}bb$jwrKj`AQXYE+LfDv4;Dw4&fv>AtG z2}W*?l1HQFAY}8p{=ZQLEzDe&ogWzHKTCf2UGC4-Td5y1&ek)8iN90)b=~T^Obe0S za{>hGAW&!WK*=_~XpB`8)spS6M|`jTjM1A=@vI4&3<>@H1kAn350Ahb>+xep&|{1S z&`^H(hmfBdoJf%`HJ^k-00vp5N(*?Ku%x%sqybxeTx z-awMZx|Yu#k_@6VED!_;MNh(gEmRy1dCQld0zZ>5&hj*9ionwz6_iafziQ{}9>#yE zdbS3|LW%k0s#W>RSFaGjG|%VQ=$jHdP z5ONOzQ1HE?Ie>V}svOjKEngn%{#_i41ygW7!Kj>+hM{Ubh1MMZ_>XA>;zS}d(4|6X z0silM>yUFAdiw0Lva;8S!ics3Xfu0jZ-X{J48e7dR@i1Dh?f$JX}A|b>RhhP4lgVb z!?jvOH>ibLg}#=QY}qdGB9W zG>wou8N6v~#wK^Ntp-iAGZdT#wyC`5m#1)eR7OHKvOrNCU$jkGUELcn2&uWIBQ0M< zoWH^$oXW^Rv2?peE_r<6`x{d_Et;4OiZ_bR;hddNYmsdM-nF53+_nDeQ~+${J^BW*`~gKwMmRQ~O;e4c9%3dPb`} z7B~%6z8GZ^BW+-1wd=f9ZGfm$mDFuR+ZV*e#2n8yO5s&~mu_jvV3wIm@Z6=bO3dXz zQ|(P8K4Cx`zpZk}N6^NIbyhAi3`A@){I8|b9xYc6(Ie=7DR zC6@gi#m=dObyC3a-@y|1>z_%%A64m1sEPfIs2gTpVi6}`qOOcrpVCRF?#b(<8JVfa zrnpHxRP(3by#Fi3tao41tb2Gzht*GMy1Am(^I7KSj&iSxO>DF7@Fb^RW1`#`&0?K+ z#r6IW|5MBFQB7xg!hg0=qSSkJsAv6|7Imq6dbgb@=sn>#8}`4*z7irfFz)p&j8&Tn z624Lz-y1CU&{$6nyQ8-;zI!mwM1T1fe8P*Js$(&eX|w?Wl<(K^O(t~PQ8CKxS@bN9 z7w;dPZYrurWvPp>XrGMU(qC8`ul|fS?Bgj7;LOU7lRYe|$)x?MYurMk_?>IA&ySW( z{x?@kJ{$@1=M0dG>Cub51{sKqe$=(ZgTRVBUFwHUmxDMl)(t}^rVf=BS;f|io#Ig4VZ+%Sk4Rv$aCUaV9h78`)Fa%bYFr=r7aK}3B zxoj~Wbjao>=#dU`lw|c9rA@bt*~mWj9LW7tvMAO^e$duA^;|gUkT6&x!}RK-?|rc` zCs9X0nWi}$e9FP^7n~-)N}k))(5$3pSZEtSmxV ztfN09E$*C_3otVcZe2;o3ijlMQ5^QXPbE@G3YJ;cRL_+{wY4TVFnK2CC$gMc8S+GZ zvuk=YGzs@kXo|g&I|bJ@NypiHaxS*4k{m{ptpR_Y+D_*Ses^M-k1? z!Q*6O1rc638zE9#vl)H$>S2U;3P37ta~3xT8VCmX(pS5P-WF;CRGw|->N0M<*wR=r zn_Zh7l!TYVQOrCcP`OzqnwxFkUv7dTwf_3hwoD4DmeAn>`tw(#X=mIa#a9*3_4o#LuQeSl%+J;KwS?DHRVf=erBg=mKokZDZ3-S`66SbUPxtMu% zwbJvRcjQGlMP>X&C?Aa_6|+o#>1s(iFh=)PIidO;EYRgQw@B4_HGT0z&zZ$NeCX=O z+wmgHaD9y4CcZP9FMv;B0`+!k|Jz&*@~aL=oukq5_AFdaR34w`g>TQOz!(loDswXHBqt1QtBBT4aIh zb^jQSCZA0DylzyA0ncygfbgVs(gl2N1s! zeo)OBD-hvlF|@7*Wr=W`^uGWYNfpEBT&|NqBYSpG0K~r5U%%ib==R9|3J@+KK{5=S zYlapKTg_c7UWF2_6tm{8n{M0*H`y1`+oI<$eQDv6dxpCj9cXU1cW5=U;$s_ssbaOF zJ*gxO<<2^LXXRP`S$v|@N4_9>BC_*oeNdZXL%h7{aw@Xen6t5fzna z!a}Ko#gj}oDHfAx#q~^FQ{3EF!b3mBwn-!;8u7?4wct3)b_}(~7gK zDn*58Qq%VSiP$llo{PcL-k^uZ+~a(QLP!cHdXU^6R&P!#FLB)W*P7Z^Dmmg>O zl+$?M8-(m^>p`8*WT4qvk-HN0SWmabW~gO&b%h5xzsG_k8N=0kCkWj4I!qBbj ztXliFK$YD+p$Euy)Xc+ktLE@`Kh^MmKNJJ1^vW?4(Y*rmjn&mQdG$yY zT+@lw(2UBlOxxJc8$L3kavR&sA`aX=TRygps@M$SNiAVf z;T7C88Pif9`aY5Ti537L=)QdRb1|UrP#Qnjq#zerD~@0HfY|*$727k}l^rg{EMAcVS&{0huFn4TsdT3c?hAv&zTY9Xpcnq|@eg-3 z$JL+5so}I|zC^3ahmtj~zr?Kr+0wzxGgmJ87k!13#cU$en+mB%A^4fkqYDDkex)Z- zRS#YbYiQ)Oyj5!RH&$^JR@?m)VRjt-g?qnp#{s(KOqKUR1`$x={Zo+V!6G zu{*P@THi!17uyOleR1jx)inF5&>P^h?{h_yD+)LU2_8<%%u|#LXJvMmnVt3lnipH9 zecoz=etpw9J;j~-yIkyB$^6rArq>5!Hcp=^p&PFRIXM+sj|%Sx;a+9gv!%avDes>F zG4Abnu~mGEX;18i0=F8PMbFyw${rn%C43_(mXJSs$UBm-j-6R(7@Zc%zB1W)%A`8J zXM6nd!LtF*w|JB*n}_252b1nt*V;^h_M=rV1sbaiYghIabwHvRlT|O_tuzff83f08 zo13P)YrOSDxo`kpYP((b8C`w2YN8jCJpP2`Q|1UKhiGY0FTL5sbcTI~)s{W;yUjc+ z`rZT(ly$qE=A9!tJG04zyx?_Vcas6Z8fg^@oS3>%1*A}FWk5tD^)(C zX{(0n;n-@wGAL>L+YgN6qoUeh|4^;z>Ei`&<{rMDOv5KGqnF7%TpKD`ja^+dMt?Gd zZh@X>Vv2WRoqel|XV5S=+x-A-d+%D@D^SN>j(z5*w7h!{@PN~$@}=IaOiInTKu}fV ze^5^{%5$f4i6_tbGYBY2gR6l*dYFeuhU>H^w>|i6dk^RV-oH@$ojJk)}c8gz~bpLhqLhV5=?PYU4ZTMU=ww)4FN z0-g&9@w`>JaUR{;uV23&u^NXY-NB~dIT(1OAMP3TfQV=l-WYRMR15>{G6CCBQ?`F7 zQXmiqgE3s*GEqv;W6Z0>`DJ5_h3i-bIe%6vI~TsP-?BU?y>*>*ATyNAB`Xn2s{EJU z*S!gtX4ceJry-&$fI!^dAAe*|`~%64h0JoLvw@rdtQ=$pFLuqDIqI(u-IGwVS>_DD z*wH4hJJ~uI)?~j&%EmT?=p=x4j(7XQXFop#g*_AN)EhPO%3aMRgS=GMHZg-U3XXJ~ z_6-r8qe;i5Sp9JD0GD_2CLpXYCF>E4UD$`48>@FFTt_a*`SK}l1%*_+fzbujc)fmA z>(6K}6=)^dOZxn?dGLQy*uh8npAw+|s}EPl2{_QT;avN2HNb?Ljh9?^;cVB2#6J7_ z8uq97|J|pou-jPuU$(<`rLXB9TqzI_{Ezl3vsFtg)N*=yWDycL)9D)Z2mF;lIcW(e z#)^tq5Q{pxVRx+$*rThHiQ&lK_v63Z3Fz(ZO)Yhx0Uacncs|f8TVi_xUosf%_gk3z z?@yHCwU2n6Y>Z(1qgEKdfB#nB52c@ZkeZk$imn0+-u) znf4=*uTLJcn@<$zwewV8U+U3Z2yq8}H5%27#uXdsC>Ephx(HHZ7{0tXlS)UFlMpmUGrZH~<>eM4XGytOF58Zb>-RIa>FW4T z=7Tl5jzFU>%nj?|!~OHUZf8fhDh1r}qXE)o`BL1TRZTF$Ga(T9cmpIpM#f$<=NB(L z8fQ7G$!TaZ^76LliB&;M5%hbk)2zxpBZ(b3NOb6IZ-h5hl#)4}dz@}FCF$ML>- z^M>@C(GkMNURG0XK0VCWA;~12?aF93L6!xYLA(hl9hrU55g#J>PBJo0U0gK!biE=I3K# zvf3Cc1`B_vUlA1?82I{>@#n`o*l|v))P?OYr0!s1f@QR;+X)ObGA4F6<+!(6>1`IfH_NgS)5bsj0>KJWx=pVld##4Xc|s zg9Z5ehZZ>}f!@1nutap<)uLokmoD0L@TLA|4JXRHkpEbb52a265#Lita8C{{ESIPhz*@ z*{h4`tH}!6HN9~4p;C+Kc81Ch^HPvH^z`(y)yjA0n{9_RoHs!4x|-n;{NpeIFwF4% z-+oY#QK~Ku$Gx@b)XKIyvKP(R#?4A6564V$9r^JPPx5FTC*Kcx`SN9oWaMrmCjUJG zwk)@cQ_6AA4uG#Jrk8zjw;2o!*~- z-EAc~+=Y)+))g!~JTwwYu_Rxsi}E*CeBu_hbb_1%c1f4EwH{8Q&p=rM2tEg|GCT7iyhQb zTT)RhD_|4M%{PJhK3zE+x4=Y0v*wC58P2%?om7*-j05<41Z*9s z3o0lmkS<{{>>+vfOlPjyAH!$vo$kw*ACfN4j+{9O5x4VbWkuAE$T!Fx|8?m&#Qox6SYoWiOf{TAUBmTYu&;S@vQh${-|ZZD581_T zJJkJRO_RLXu(zRo1p@U4VgzpjbB7rZ)N4_b&QD(g^Rn3lA0j417dV9^ynSJT9%y7v zdPRuE03|tE?Od7!Oc6K$*mp7}ratph(7nUK!4ZpMHs~rI)>w1xWqk@>?hv0I7Uw)VgyIGmxH@sPfri%xdZFn1S$YZf);-Q&~Hx#H?jv2 z6zDMsI4oyuht-!Z)DR1LgM#?Rad1Opqs*0VJdk_tugo=`T^m%M%i|gHae)?j{dF$kd{`JGYmLgro z+D`#b0%_}XIWZuL)x>UB4h(Lqa;qja-py(LS0KouPFEL4xfQD!K;6;W{uuG(+X7Pz z2_P39k&{zW!dv~RsYk)aQIgpT)I zv7xrK)YOs8249mv5^-QAgv?xxR&E`qW$Xvc#lP!wMn-!1!1#7`+QS!7HaIu(VP$q$ z1pM|JIhhPJv?av}nK0jqXJy|-v5fle2-OLYgnT4RlI^4N*pHkheti2*Fkfqu%QRH; z48O~DGsb`T*X*yE)ZM>{)? zAf#rD!~&5Cc!@U34+^al0e2f28G$cgR}5#SQtsuN=G7SZshF)YIy&0)^XEE9pNRo{ zpZ)!9ZEY`ReTb{7suZ39xnxyc5b;Vf&wq;q zy}rS-g;Zn>{4fxfPfkwMoi~b0qy+_&kn!2g*O!)tGnJsKl<*5nMb`?(CnJBl0e@al$RE%`{&uwjCcOCwWn@iwk)t~VY%DTsS$Vf_pCDOLB z0d!z$G?+BNSRf#UqV7cBs{!ufGM+pmjL|x`t|D)Y1u!kma+N@DLx|N_6<~2 z%~3-O3*v_lZ-60jifeMU&8wEKhX43f7%p?;@nSmgCneM1L) zgw}7}dz5E7S`ZNt0SA!ajOyj(<)=@drd{@=zzG?kC91St(_g!hj2p@4>I77z0RaKo z*jQNUu+nL_@pnvMt46ut56w?Lm969E<_2i}0w}Jg^MDQxoq(Zq8Yso#a<16e$-&eZ zaF2zyP^FS{pmqgumfQ8z#@2wg3#vATWm~B4xc@MQUDd@h;N0v z9!=WU0bg_~cS1F<+G#E-DgwH{#j~y2ct%~}{5L8^hC4?9*tUfM0kRu#6tIYjVq({O z`?G@PZJoipcjv&tPXP=BCu}7GfUUdiwo+<3%-+=0oNhZ%r~p&IZ z!K8p%P*hyJt)t^cS3EyIIGJ=4s1`MAs;rl~6eZ3dC@Cp9J3A-#IvmV6YG@G6EH3K5 zC*;0f>p-rghO;_N;7H&|@y$VJkUxM&ID^B|9UUEMX=(gd=in}}pjrh+j0e^D5)h!7 zr}d(q=LCc_RrB%%5D^rwAYdHz_4Rc_*{Xho0FDscfAB!(Kw9W}S&Wsv(2iyJPRKyr z-qp1U^rR!;goY<3-$;e6iC^H07ca0WB$Z1{M}h1-CN_5N_isKBTWKgw>p?jJgL@wU zgu;nfzuMbXD{NMP3}Jm^W2*})nAE%;FD1%+?v=Dm$m~RgbIxO%kEJjg#6V+Mh|UR@}wg zzUAp5vDO%>S>IuY>SH`%2SU^#=*;UJRM!q*0{FlfDcRN4rCwo^Z_5CpaIy1|c^!!N zTw$I#Sbg5N8&@pi z##&ni83;fiPyv~&fn}lj4$cz;fh%1JQU;h63kwdz%vSA{o7PHS^3`z*e;X$TKLF1_ z^9Pg2?EK`*?;k_)mlgoA3Zg<_QR8_WcR_)KAsNqC4bBZ%R38ih7zzqiKd)GjM8Lz~ z_XM^H>X@MT_-T;mQ{$Z4xZe6*uO!QJ95<>-u}7Y)tt>sPqnppB`ksR4;9 z0AHZsWoBYxVrI_e$pn!Bl&OB1nVGf)xYs6Xq(#Gnj9FG$395;cy>9-ko`lAQW`Nj2 zLPC;2DKbA#n|TD*-~D{21)wHFaIy+#_d1lMuU#H;UoxKzAO7A@#omb*>$WI&y#wAj zF`P|6p+4^Z=}s|COlQgy_4P_}tmE16Z7r6a6OHBz$?>=M&OMgczlG^>dL*v!6o+~6 z_xwgXb?qh?=di7>Aby?kiagwl{n5PueqgHs{6rv%0!IOp27=vp@7}3_M!gml9~D&^ zST(TggDTV4@k!_l=0Yv%Tl}W!Txj2AKNd`k@V)iBH^|Yy%d=xoWR-(XnuY{7SKhf* zlVfRFqCMGY?U$#bzWu`lAkCGxK(#O4Z$Y|m6336XVZ z8xmaKuq-k#`Hka$2STcX>{1f$zjMQp$>8BI>&+3{4`)gR3!mAM9xxw|JKeMEAZ&`b z56j}2x~*%+5v-K|{+YD*>e+;xP-x`KKY$?Az@nw>K1{FI%b(zDa9GoKEo9!?JITp- zE!|k|T`o4x4`K=WDPc+Xbh@JmN-14Ucq&=m)SUZ3*N;_^R?9hPT#9XakJc zBQovlnmkremazroxlHCV=H@;Zr@`?iEs)5KhTMo*lmQ#FKzVRiwoi$B8RR z@A^tPFFYZ8Bg1CTttz#{O~lE^7+VnRl`7G?nk}& zTFwvT{1j~OR$m*h{7A8s(L!ee%h#0tuJ9}##pap04)9G0NR28?2E@@1%2Kh%A0VCH z?E8t%zx=pc|x?Qa(w#~-J^^nj}wW6?hg0z_!B7Q1Yu`Du|@R{m_6M|y)AU9 zVfaLN*T0Oz(%qoFUj01tJUt0N9Tx6QPDj`Aj){|-JDiZ_nViY`L^-zQ`}g^_!0L1q z=Eirn)am?xTkt}&`KQyj)BI2_P~H->B(O9D8E*N+qtzXBzQt?FXEv2c%BSUxf)pLz z;t0}D2-h|ETxIZ`k`nqnoBvj&@tKyKI*no-sQ-jSM8XM`3c6w?%KAy=NOP(WRa8?+ zp2=wstJ}wBzqyYUXxuXuAnorfs;$Xn@_Tu}*IWp-&Zk(%?8!6{3AJZnINQ}K@vjPw znlTw;3T$p!S#O`?nU$YY{p)-RWxj-YM=Ypv;MoBbbOHKC^0T*WZ&Kvys6N{>Pf_Yk zT~208S4M)%uK}J=Oy&=6l@IN|w)NG3@o{TQf;YoK!J1{2XL^mQyANClkb0m!6C5PB zXQFSHvA7diTFGe*nPpM$FTBuDTpQ) zFb||)AEPCc>28=_^ciOxPGEqDtE{Zds)wi!p7p^dhQ5}Tynl{EiDF*_ zbu041+i>BG!mxC;w$@d0uZrc2_V?uV{D9_3y!Jx*0m1Lbhotp!kJdl&`UNm!+Ujjy zHspQvKVCwY9B+PAJG&uCU;%6=%qtgddP;|=yPJ9U7#}uD>i2Ma$$I%Bb^&v@-2r(b zbC><;!s~owJ`N6t@e(soryfnaUx9dt1cl~;vbfaA3Sd6)N+15fyMj~Kh5f})&+TV* zgf=~Alr#ZxlsZko#>Vn+Oeo_%M%~%xiUi81zWZP0TlWJc=*%Gp5*us#`gyn^r+rsho2IltqA9^z-ur`DGMf z@~k+;&S-x3OWvai6v=3|4L}+c+H(DY_(CH}n=B$CEiJ_E6BU2*udk>WKvF26WJ<)@ z`@3+dfo%<}WUxN?lVX#c;0+SNn*i(LY0Z- zI#|oC1!Dh8fQmrnGFEC4zc`3^vZ!aU!F)jQ6H)SR(eJ1ip4+eW$n?^Tk%%8Xa#)JB z*VofSC+0gZ?B)aTSv?;HC{=iQ3#f$E$;u_*#QS0sw?(2SevXq%={~eH-{1^Lg zfTEP|V!!`nZwcj==d1@RkprkDVB`{E@{CA`O$@ADn&RW*a~sLi z2CWTtd_T#<=aG`NVA(;P2HGd!kkDP+9B>T832X`|+0bX8?k5sB*!R=Ff%B5Vtq%za z%@BZ)1f0Nm$3)2IGBO0}W6@AYj!@F({L{T}T;FaME54bHLEyaHFWCEDv z_wOVmp!{TF+6D0WX5d!Uo^-9-1q|%Gu%I9W5UOQIQ_g>J1){ON$&70O;kYweGCsnr zq5cDmfU)pcig)K@Vc93XIu-#lba8R1FR)YEJv_VwJrzo+C>uTaaiFWS>8r7ECEL3& z(I%JT_;9veWB$u6m2oml60dr+Z959%0<#Ao7^JgLjki{EJGwtVvd@39mCBH}{T#(} zxi@KjhKH1&NJs1;qk&jkUANcJ)EA@nByW2ng2-!`>g@(2@}1rKhj&{qZBP3Jv>7TY!+imzEwa%#=i#8e3=KhPHI80|hP zz5iQvd=SMA(AD~eQ_weJ zl+BvK+R3}@YNV97$2n2+k-`5hfBsly98Q<_?|x}|=6cdhjwtEr#VYOy47bHY(v_-; z$mxK+9*eAMG|E>8syccm_K$}7mNHKVH1B;LY=7x`vZ!yaCi;%1J@GNI3Sp$UQJi{rP~yG2 z`a`1UYQI{Sh@(%qKBTWHJBl3GZ7lqBx6sz*;U^?#^2%~iabnCO$L5;(fh;AiTO1#7 zetr&`INIQ}8AyrX1-@tjBqcO-^lIQafFtEYMZF*aU02b!U<->3_Q+gfvQJ8GaX+D> zuheA&Lm^ekuX=Je_K_0B##}AQ2|Dw;ZaYjc89P${f+yLA z5}J2>yOZ~L6IYE85_7ML*LPayc#f>4ySE{8%=*#8j_)(ZTSBXNYXgH4VRR?J)QNz! zUQbs}t`Bh82HkNN@I40PQ4}YX)u4$H6n;l6hn8k6pOIPXFxEC6HCZji=*BqhNAyj2N?hj!7H#a8D<0 zBGR*G2Li$voxE9U)hN9ID(3D+q}E4!M{5#%uXR(4$9>$lb2k=+);F(0H3N_YlV&^ScAG>)<^ zvna_Hi~s%=iTj4prJs0*){KjlziFIcyM&%yT;MGKgTRLK-g_2$=5z~D+tIhJ{3iyd z)T;5GkL;WYGVN{KXAjjv0>ukoB3*(01L%Od(>iR-&i3Z0R|2+_lY;{sRei!~H4nJL zKiyz(_>sqaqAbInQqEh6jhXhzcQ3rITZ+wjzaPn{H5L)v)%}{pxGn-SzkIarD>|F( zpQJY5#OK9mVLlfOWRwKN(&{t)yr$AKrgqw}JDaNY7L1S9L8Ven3q-vxA8}fg*{0fp z`Go|3u9lE9+4E!CE;QqkHyf@OVLTqa>&{;D>3blp{l^C`={bd)c&Ddx9T)~`+~%0{ z7D&^joKsy%dW`RoWYpW2OIWO-Jge^vEtxsmtREjLK8jy&zHw>JVr{T=ry&TG0q2Z2 zoF6RL?;`jJEBN$h zmX?mdu~r_yYY-86wX^B#>w`0yYarQ5N=doS2a3R{K)|@r98$?eP3uJ9Nas;bPrVFp zh6JWhl!tU5F_HLchr5YDd48I09KTCDNjd%?nv$an@TkStJTkt~S9z3sEfJKGIULP% znXMg-XMJToQOa(93CVc;)53X_0y%-hrA*v0TbLQ3Doc-8Vt)=rCZR^TiUeOuw^R)( z>0k2gJ3hpWnELoqE<2Q&x}))u-zi;@9m?mi4%!(Ociq#KP&EV_&9|{iIn=P5xf&l@BuS?eJ0szyMOShw*%BPe@L#Y% zq1~;mMu0}?=Gp5A9ps)_{eS3s=jgn;FKYBj(k6{ytc&psP#&o$><>l{2>O-j+L)C~3aQ?jtw^@L)}9Z6=vO?HBK zag1Li;B8I2V4K0@HOfbFTX6~DDOE{ywS{mRqvE>n@oWaUxIp@FRIW?saje`+#ljj& zPN9a~)NaEXH=db19{cZ*Y-Sn=#rU&caFM!VPCzH&;`<}Z_+XIlnaHyGJet8lct=)M zP<=z2CD~0avBg1k9M-JKPRL7Dfxee|wzv9NR=anamXY(73XRrBwj;cf>J-*f{hsmB zFn7ws!0e7bjqJm^au#(+Il&pV6W*SWeDtqs8;_s$*A+S|S(^4NC5ldiO# zEY_Zq0M*U_#wt~+%n4o&irH~R2$=YALDOP1=8FIaM^(oUXoM>eRV(XO6%i`qVIEJ* z!u?(EJjc6Aq8&NWCEKYiT_~7t(O%AHkj&vJQ7l=LPZ1Q4Hve29;m%6EcB}?RZz>qmK1%I`eztgSK74musw)PK zOM}TCH8T5%y%6=HXZAT4*tKsn`O4E5tRud!-Y?hds^*wSjc7+Y+qWWPDyeBl<05%J zi9FL&;iw9c)W}vvnyu=e_>mhM%7x6H0%dc*tImEXoFe_LSK;BU z*OKf}bX=G?cZmd(Ppj|Bn1c}mETzbgK92VFHYS$)v_4Cof`+q8nW&n@jh1Dn!Fh>@ z!1jQ|bYBZ7yM6=!7Ob~Gfmpk2p1i_w%D!pcQXRkxLaC|*kmB#jaPPqc?e_QQ79$GG zN)z=}I&RhD#o_4*q4bUbE4dXS*Qd^(#Shp}KI4S_{tfSv&5X)j9|u9XwCV@d2vY51 ziPx$WN&;}a0*G*>PeVTDM&81_^Id72)wQ-fgZ;zhPxH<9aBk&H*?yJtgMBOz3mkiw|xbCD7%yorc;6c02PJo<2OIH`=|>GlT|C z%!s!6bGs-i`B$H_?PTO&9RZr)rOX;KL{{3KS2ImksQ~Xnj4MU1<7dF1)z?NTMk8z^ zrFSmYYD|z&lQRMOCrdS1P0%5M!uQRUKHKA0W+RIb!?Z#Z^}hyLB=+Wugtr1`-Z}qD z(7Jc4AwO4vs|}c_FW>eoG&-sZuh_tRxItAN+IB_A#KdI9;LZnl#TSPJ`IR98qxwdG zyG!bK@iE$vfBF&MD`*P=H93G7n}Ib)~l zx=f47Hw{c_CT#a)XoN?^bJ3+1R815Sl29M6sR>M>j$OrQ*7%+v)*{X0BH|=QZf2;!P#^hjz==vr>wou!IjGjqZJ9C8dC5|WVFLvb#;4nU2froD6G8?dGC9N zQPWf#{oH>Aqd5zm1C%8@9vx@6&idlxmXms^>YOKVlVm{Y4#?}cfXQo*?pV{wD6`4g zAvdmf20#G%josHE^YL(eu9k-bYE2+LdJDSDVQSD1|Yz?M~$V>&MMc=|?#_Bypje zJs3yq?I~_M-?!_@Xc9PDX&Qt*q2;?V_62CD=3vieb(pO(tJ$DroQz0LPiast<*`uX zD!7wEoOYT)tE=5*emh)-?_I$3ch0Xk=|&qUYA`dPPt@9@P3F)dl1YxA*`vERNR}!R z_@v_F)H&kc_KI>_>(zuBix&)xa*hGuc2gQ zb``Ey#zGT!*I3AuaS_HxRrZ|8GItBg8hhIg*9xyOC(PD*vm*YleK%Phi#*sIK$@t) zsw3n!7daTLegw~8hKsv7OuMhdT@hSGBUsB4KZ9xGqz&Ij{@v>HS$kL=$A!G&dY((- ztncQ+ct=R-4WmJNz30%#?rAbWa{tf(ekDEIgd+rlK--exkw9}?aYkxu@;Aul784Tf z=>6XD5TXwI9g+%})tMF~lnq7LY;BSbnY}JQbq!h4EmE^HecPZ4_enzpZM32bCKRE* zwL`_l-HT>WeXK{~L_>bT?I&*^pErRG@PlP%Wr+hc&9s8Xn}-bGS3ChC0r2HA84R`3 zz4_JrTOPuvJR3R7DANcLnJjsW-7Fa`Kc#Y$+}di(-tUZJQY5TjjuT!zrv1?PY%Rh* zIyrlOe$s)vC8a(nhFiah=?t~D-8F8jJ@Pppm5*Q}BAWXO_Z7!89X6sAEPLOQ%}VvHNtdDBtq*Q$ zip+5$gY3UL64F6Qb&&?2Xkptld-)z>Zz)?LwSO>3sdpN<07Fi4S=%&iNjY3oP+Vwk ziA|{Fc1v}7AFL^*emppseAjA6gCC&=M0|LAR~IJKxbq7#{iBb4(K-fwLz($puh>8D zGG3-%Gv4FeRWD7ufJrV2ijwWx3`r5jRAH`FuO{4r)69vkbrM~rk5(1K8EI+Jw|UbN zoEmDlhV;&_XCKe2{?-#c{7CJ(8j8zi4z!~JEAhR01*%ph|0Cj{!0sHj_T^ z4@wT)f@0bccyUL5#XX%eJVtToWEn6K9Ch3UuW~zYJ99oT(tDrjCN%(%${c=ubJG-Kb8p{VV5hAUs%B={@Uc_)jqT+#ZLvjTVFy6;SEEW{_@OzN&Mk_ z`+mhQmwPHUJ-mV^h+|#+M7_kMViY_cKUX%!$` zz@+nelBvtZjns4uieuL=FE3kx)ED4N|IsgCM1OyP`ECZdC44;N$JBj*8e9cBrnCW+ zEMU51QOPBl?w+6LASVYp?XUvreRg-YZj?z@kV<4W`wc0REzx(C3QcjlT}onWQlIu8 zWnoLeDw?H=v0SE$*dTTgg62}%?nptMD(ExH@yoM`FJFPn`bA?N2@&Zis6B12@{XN} zH>UnkiMynaZtV3wdbY+=!G#ysy#6-D75o)~!9{nS!i^s$I?igt`#z$(NAh(=;k|2d z4!te%;e#@&vM2?Ofo1h|YDJJeL z6#zMl`=VE6(2<(lXPaOdkJgsR&bwtyz&K6r20UxSg;l{82#F%^o0w_7`@{7Q4#Ix; zKtXb{!`d{K?D5)88v={Fcz1ShdD*EzOw3{kaNcCmloWaHba~X$VOM^1(w8td;7fMi zulQ8blJPB=YZ~%pFYGoq=Y|e>Q)$EKYB^Qr1&Uy=?NEfW<*fjXS`&QwQ5v0Ep@ha_ z@3OhRlE-9|-94Pl+}5xQ-s{?$Nd!6n8EEojc8JD*Km$z0R1>C)O)tIpqF@HOk2lyv zrK76^whP!z`lyN)oCUyoU1CI>@6JcHd5YbZip_77qYTE(NT5G%zd2&$%K6aGq){s_ zi)~bzW7#5XD?1+FL`C@N5&A1`5_@|A`B@XsP%`^;T@4r|C+6D>kB=|rH6tQL?Nk8R zF%0STo)#~qcSMXwLbM;aQi@?GxZF zA9mNxnd!B@!UDQ{@pq%9GOx0%4h$ielY_P@+%x+cHD%%%R-J(DgXS;J7=$nFTs}oJ z%PW)Oivu%V9dYt2+_NFj_(d}U*~1|psY|OoPf6~D_?nnM&`YPd%@YwMaHaCQB(fhqP^8`8V55RfNom>9QB zTm6xFA1IrSiYfZ^vz3N)vSaf+*76B2qLirC_qrBv27H`=X_oEY519!O9VV&Req6C)pjUwOu)Gx&2wgWa1BW#t7V z1?Ep=361Hu4pC7`b8|zf@sAAo(Z>@7pfKQx9o%dnA!9KtO+Mh`qBk7@xC)R&-#q^i zfF)2-46sfD?j$b2v#LU_ZDziWC2UFGE2|R8xn8dxBb~-IcWFw0XuBmF9+sYJ*1&Pq z_7NcR&hrW(n2Ks~TKn|K9Ni)4&E6K7oc`?U^vR|$Y@z@QSTlNn9UVhCA$G9n2>4F- zN=Zhx^Y*%l^K+J%gupWv%oU&p&2st11;r+!9Xpp7JhlddUw+zXl?Nmuo zxrqyx3PLO9oh}6`m$IS7Mh~LS-j2p5vx;y>hd9?D|+Q7b;7qx`s zme5w{l%>Ot-s*QBFYwFqXT>$}RE0u!4)fFzmE}|*=ex@^R661{gTo9ux^O|hD}S;# zF(2ivQNsp%hA=uZu0Ema?QhHdet#@Ua3Wd?YGBsaHCZ9(3vbFt z64&GyRT0bYZnSNkh@Y4ra`PJpkeM@Eld@D+C1{Q=v^vTcr>*|yf{~VkY@A@Fr?Jev zo{1`A{W}sMU}v?s)L?p%@}*4o1mw?7X|l#Kjpn|gfskiiIlP_B8W{#O$4B<^^ z_%&ZMlG#4~;jiCOSTA*S{f5-mXy_pbBfKO?&jkgHl*aXWUj3yW9q<9w@OGtaTjGfQ zxx3LfH~p!c8_WCipf;8K&K40$T4a>CE8sV6qBHGDxL$f4hu8f2lU1!a)|l+CiEUmkBcqk8u5J2mg|t6gx;*k5&B_SZPSpk$EHDvSM{yM4Z;JW*jx=0*uXi@)-t0zd$@y^bA-*{6UK z&;bjZd=HXCIF|>}9c)Kb-K)aFC|ICyy9XH??dSAIReJZPSVD{K%XQM0*Wb*Zk;Ngk zhzO8#@uttH-3QiTTk*`@fAovF!pFOKQnAoX&Cl(3p4&mVn}yqgQFDR+Jsw&$QJRaw zn&GH7;}tZ8snnqE(x~p%STppCd8nx$00j8Q`eM1hLEn51u)Ah!Ww-j>MF&}%A*RF0 zLbc*fhTGOV|3Drr2XNER{rucrVz^2e66U;Su5~$-qc@+rY8}slb!Y;0PmPY&7jl-y z)5gtUBmOVV;Qj&Sk;gq8z=&xwczi-)^e2ZM5NZr_i4keTkd`!@oQI}uE8#`l6_=K_ z6;CzUONcOH+8UoxIb+T-iCM({Eqxz4E2-rv4BQP3R_FC_2wqZ4DiLi0BN8IHCxHak zw7&)M2g}`JF!aOi(pe=#ZnsFk0FZxm#Y>PjEm@tz`^9KW*0GWJgi8MO^;)bJy!JqO zKdn+zeR=jTu=FYLMWI^VjA?cLMr^XCWBTmIC5ZZ6CCNjTcH%js;mwHx{PdBk zpwt;~+}L9jH~=ZMi;q=tn%JICK6eAad7PZ|v7pa~w@i?WZf|W>@&pMrUOMw#5_^|g ztQS6WH-|6ZuJ3#}Q-Q1OfWFyURN0%r`uI7PEB@kM9r7KZpQaz{>2QBd8^Z3klK`_% zU3-Z&6)79r?D!5io22|VHb7+`qw)_E8e7XeTT3Wy1kY<%v7aDjS-S@leJE4v+9Zna zi?(*z$AIAqjkf(g5TG)aNRh$*flM0`*l8{XiaO%Q*dE>xY(r%qt5pXFI3(q#x63ge-`m-XJrd!$tItE960giUC z`$|9zDSp976Rdd%lD4~bpj^2SW~=#B_K4PYkB5+ryw%^9LClEC$-wYI0qXzbH1tF+ z1{g`k%)4YnGb4hz)}hs~n4t~{n9iuWOH8<%r%On4`1aXEhQ!_vX$#ftpsP0!FfI{APFg^K zbaf^{r7z}~CHEB2!EX39U0xKZFD{IIngN7E-~Z}1K)i&2$86z_p^Efy!_kd89ih0S zd-%HppR58QJ%ySrf(-!}wE zH|FCM)!c?70E=y>^2PIBF#0-hUr_1V(Krc$=*7h9Fhk2V_Jwi21R|>9q|;-CwN7-a zV&G}Z!4)^dN>T32$(^d^c<-NwLtaYwQloRTY79Kxdp~|{B{VP;tC8G@G%r{&;ds7$ zJDP!L(;XoOE@0fXUMWu%o1;51_%h<{#s;O=)Jp@4#F;??0ZO(Bcb9TJzyQpO?)|!B z=UTZGo3;y|L4fI!*`9RFXRh*y{pY8hS}cGLH$o%gb>u9+t-4RVAADoqMEzvUwnS|Z z>2@l3^6!4HZo*Vn2;ce~;7I)bYZ$8^h@LIGV*oC)`TzsxSgf7(z)YU=U93kYo}`4@ zJ31M8f&ghSLD~uiY}^Fr;(LT|X_39NpdkX0GJ|cYrlY@XV9N9x8%VG4a;sK zOZtWjmnWQ?H2wacg3l2jrJ7RM?c<8LpH%Ox`L*O52xV{c|JsrxAy1Q&X_;@J*REuC zW+Uu($4}x$-O6AQ)vNOry+968=@nxuE2Gwr(XII{@xfLU45X zsDg68P4O57Xr?R@PBrmPL=WKhXY-c+Re*#rA3uam!jpWiiP@vkfW5WT*P#N?iE@lb zQazfZb4cpPy$f{%pG=`Dg{*}rE{WMwdd@FxuQH`?*(frt!%s|m0v4$tfh+gaJ$&#+n(OYdUAL7I_}6HD7Ty9pgB9esRi-{|aPqXmfM zqlVcIIxFI7sgSvUrBXv(s&&05;mkyw zQJ~@yXrTaGI|;CwgCXG?&RP*3-A}r-{aY*fzE8!lX5V?3HEyu zYVP8iKBoxVNrTbD4+2G&Z>2`Ue(?C5Q!|u6eFGfeGdFpMH8XKBvsWA6l$#-ZJ&ET0 z&jAXO*I4K_Q>0eOA(96F-{1hNzYCscd-&J(ni0XS|MM|Y+R%Oos2TihQszV&_uqOV zBYRZ?YqRi0(wO>xzpiisDuv(5iUWr87mUHHi;}JPgS-fA4RsGq`DrHKrm*4?vpykc z+&2VOodC;rQ0fig=U10wNdUy7meDJF09+h_ zQ$k#lmaMoL9!Morky$qrQn}1DKzaWF;B^2RQ^4GzkfwC#Qqg{V`SewS1t3DAfnr}x zW}NTezXJ`_P2bG32bqJ1qll9am(qnsB2>tf2SfFr!L2XrekqasHTF&gR>u<%$b!*V zCj*C@l8S4V6JP>}iS531I3eVM`94exEY8da#=IdNG`Y0qjjHsNw>s^m4JOV-;kmJ0TRNGO>M;UDOey0f{-k}k}zN;TwNMnyMiD zft(MIhqs3zI)EKD+1J;l+tCfpX913*!!QTXtH3S@W=g6{2nmomzp3sWrU&OXR=ZYD zHVZWv;YG;$6(yoVcyc`SU2Tw;`kq+FW5bF1(J972e zeFIs3(XqLJ9w0gV28H@ zmqux(g6I8Sk)`_lP;Kp4KJsX>feOl{IaSMut1i`fd=6gCZQ%`~oCP4}E3JdRroD5v zW{AaPv;OGk0Hs55{~H1oP~$T90rkAmXWw$4{z;g#)O_c56VReePCG<81+stscY><> z|8#O!rVVl9)KByT>@m4E1o#CgI#R3QB9Bap1zRCqVvDC~pv8Bs!x~ zQ{SjzekvNkM*9|VreeC_UTO$@@NI+`$=(5lDr_AI_#<0#rYVL5zuk0jF|D2I5j~EB zn(@i*?htbc$btwiP75>FOT9y)*jmm365 z;ruO`xrIvpuViMM%t#p!I}TeI@CY8LePA+V(qrk8UG%SPQz$P0igP) z5@ob|LN}+9S`HP;#G1&z^$d~9I=j$t_Dk}%1l9PVhVW%P{Y%nkeGf7w0FN~KVQsx@ z(9Q9oftVZtrUpn5T6-f+-t8@i?nB%iBb*$Imyx&7!I|_|oZqoml6qBJ#YvTl2u)z! zkhBtH2H_Srb0iFi;W~L3L?+aBB$UN$kE;%4CITh0XD@XAw4YwMzhpoGf`205)MHTN z+@9p&&$6^Iu(>w(c2PLn!eQ;++!1!+8__Ml`%p`>Gdj5=L${OkT2s2BIob_EN>tv+ z1*&^23??eDDm*zJ*`0p({UnD_m!w)7%tHQG@tluu9oCgfvdX`x6bBK-G)%vO-}Sw< zoWpAvx{eb_xY^!)X7vpZ3+{q)!DunRCdIUdeVxk;y6=8gt7Gxi#;La!ashVKD5ZaO zQHM~4zh6LIF@8E63!*lCpzZAFyXqiqK4iI=M?|Ht>2^xEL6W_a>d8j?$D ztky}(f7g1>X=2Gj?%Q(Q5}DP*;SRxnvRxIyP*mKU{HO$X>X@zpco=F7vuiA>z207 zwS{ubNJyhEId&RukB>p6H`GnDYr7pw$#pllaROEhv65jRUc7Iw_W6hGis3VYz>oVQe)ewbTUM7O(*Sk_^#dlUlnkoTG=JHx%Cl*lG*Is8Llc0YkDl9+& zhneqWb2qanSnCm*SSCnZPo7;863}3}SE|M_g!O*>FShxFKzOC4G__T|WSa@g0|dp( z*DFNuz5yKxn%7${4SyRO+=utdfv<+b>xav^indr81~M~*05ODI9Ne3$3+_AR9c67O zwuBc_b=MdfWt0YI0VvCOM~QR4g+p^uHy7TN=E)uKmLOav$j^E#B(FloWUmgiZs0JR z7Vwn3sOzSztN0XYLzA=Rw2{Nma1UN_>g;op$P<+7e#c;0arZOY3^xUd8tbZu=s zLpZiei}P&n@v$~WsT-YanHZIvA()kGx+pIh>y!0%;Y3F=zxYJ>cp)4Nr+_vFiqa!2 zy7w@2w@~-~EP8p!gePSiIB7wVC`_6&dci6>Haua8*~mxejexwH`)D$R2j{-jND+^{ zZyRsO;fu-UXjgBV@i9XzH~4I}-1qZxfuiqG@wgS8;onsj{80KT#-4Qe*NwYVNz%3*6i+!;#dVoh+x>uc!=5lK2d zU=X;bD)ETY_Dnk&0DCPCY87O&?8Lw|{mf z#WG;+>*;lKGQzYt-n`7bddyM+A_lZ1`6@#GUA0YHH$W)s`y~LNH(iE&mpVX<(?$xLY@JYjo}b!1!2G?O0La@tB*$07M9er zRlVzy3$%mKBigOtv)33Z^$i>63lq7l{vG?Tgh7q?z1_?u``-8Ji%^qR!DtRUu)U zj6Rs&jxL0#Y)D6bndrNffus7OT=D|e+_6R~_f>=vN7#FV(fEoeBWtl$wnRMXSFS_D z3Cj^9dN40?L+qC2TGxs>rW>XW(w<|J2x0O@_@$pWn^)j0^t&96(>{SU87cy=rOT5q zd}~nz)`YY{P@&llUM#;@AV&?o=7+Q)=|>iw3Awi`QyQG@HWl#FLc{Uh5i;I-eV{%w$jChWZX{F=z>E+%@D=LoXN)GSk2FIM5dA1N8-Ib<0*fTgr>TWBy=^1ORv|8(;S>%lOK0UJuz>|=D*SZixi!xiTy=B zpvng%u2i=OOLxvu``=$WVYy;Q)CJ`ghqfe~#~&p~&$b!eTYbKz;m}e#;faDmwjd!*X;Y>H32^w#T3)Vl(lC0{U;rspmp?)Wqy|?`=L94|UCin*Zi1q+RcAop<+QG6LElPlh<06kf?gbGW*t zM8}KtwXa6@a-HcysjcB8LNhce-4{YWpd=0LGo!vcQ`soMwxo=oG_pM}+J|RRR-fx% z*t_VJQd?gSqrsOGdTcwbYvZel&Yi)pcMbE)Rl@In6rON4%3865;GgNdubtt*Z{aWd; z>lO!u2~7K!+UFEOMS+?-bQtO5@6SqYnJlMc4~s(IVWC*wdVC=ftIy$v&mT%MRNoU7 zLe!DS)92;WW_PBK&D|-~aYfbcf(~jB2%Zb_Ck3h_f$~aRR#S$5gTn&~D}fJyazmE4 z52}sqDcab4V)yWY>p8g{w76L>-_;Zig7v2!=Njt_dBxSeGbgZjMg7Bn+O}0ww-}}L zrDWmE5x^3gv%sZEVz#fmDRQzWJX_){)lKn@OtsD*e91`VzR zs!OMV#(vM13T5c2f{zdui^q@_p2Sh%E8oZpii487Mcx0xO~;fnyU%a6)!7h5n;Wmf5T_?Zd!Wrkx{r)wj*MIcVrWhn^&^3npusYR6|9Z3OQkW~=}kkm z3OszCd%e43o7qq~#=PQKX#<_r_a_T2T<<)GPf-6GzD;d+BQj4jwTo4RO9Z`|{B~u4xWk^MSRagaU&2b3*wst4S0+FT~l`Q{z7lX3&M1iueNB zCuYq<$De(2!VK44lgC~1N1?_VqjuVlmkzX19Y5wVYQTS1^=}jHzWr_}^Bck2P+0f< zzh@2P)Re}(A+Mkcei<~}2@MP0qhVIgsnOwQ@-%2fN*Y?>_b=+01&igttgx!lR~910 zDXj;GkHiL%$m=k;r(<`S@PL?=(-y(XG}&7a8o=s}y*(IRFX1=O3qD0G_nFcvGR3{m zRYJ;f0j(SLqT)MJ3eW14mLx8O*O(7+ba;swR)OMneD5yprPM;cj{lgR_Ne|h70eX+ zXU{*rJ>ByJPa3ICPc%bI*=f2`>v^VP#oUO zhQJ~IP*CVlQ;{}GXO(~-XvGcl;~2GDuc!O89qEp5fcu08&sUiz1AseYI49%ndY{%! z{9}Hk>p&%uAZ8-aTaTovd>JpGxq#bQJ5)|u_&?D8?Za;&>;KLy(zietPt)I+@Nc~o zgM))z-Q0lcKa)48b&x7x0KlTt+nwx;Mwd;X>!5M<0?@MUc&YyKWThSlhqjPdiSWBC zYrj+7!q`v{lrlp${!K-q%v&g6g-V*%dSsa!nMv0?9FQW~hK zhqhbUM^8NFNA%K!#Vhb7JG{j?c;IssfLpwOaXhg!}-u?*1`4Yis zqJ-2_Ez0>Zkm~P^yg?AJA$($2f|=kx09ZT7q?0J29S zaRk4Ku@9LHp&N}H96>(=Cy%{4>i znZ^A;pD8@(MR~^+hfv$*>UN{cy;E+={2d}DxhPoM4vkSMYa7Tq&BL5p3e{hXb;-WW z_Bhi6yvwf?A?R4v?=|J1z@d+oAcf=$gVn?C!}bAFKcs6PV8$c1`}yWmzgR)j9}}w# zhmPc=#pU6)@U)Zv2C3iNaUv!5uPP`ax8I03F335@>gr5`%XoAn1G~ihdwE=$;RfCQ zABPO#@7h%4qrX}AOPcn?{fjn6*}0Dmce?7~R#tlBg|2&CQ3g73=kW&Z;3bYYk~-ph zu_~gvR6(bLLnlHl{_ze!|EQkFEsxc76L8O{2d#*$mGe1jK|P|DS7udHE5ItE4(G8v zxe45UYb4y+fNMIsR)7A1^2KCUG!v+MlSwJ+r}?P+9#$&aS>m)P7DnhT2gtJkaz#Bf z9SAVdwPpxc*S;wm6uY)WW?r7qRMNs;>j%mkzHfIjq2^zu2})1$55D#H6ud`idplQ9 z-JgD?n%qrYgO4O$Ew&8^Lq1qPhycvQsBQ}`T-jZyd0YFZ79Ou?mO;X`CFYl;j{02e zJuzJ}pa4%SeJM^03{RYjmU>!pdJCd4GH7Ssbx8rcY!h5%^W0%;Zu5!7FEyI|mU)s( zCS$$UreU_Cvg<^!wH7sgKD7-~$jKZ^p6X>eo~mwv!Gk?q{?qpPh&!;cUk06SL5uXi zsGGTc^ID5!pO{m67pOf_U7{RrR$ZegaPrik4aE``!ogYwkjYJ2@II8$M-rQ5V~VoM z)Bd8p0+#HA<-K24jsnX^u81N$RlG13BDcSY#q=u_S*_j-(ZprH9QCT^iw)M=^9tO# zLQma7nd7Ige3g{`HrQ1*5O=Le4|F;+U%x$JEbwW2-K&Jz(^YyX)MtI^ECZ3%^vr(c z&^8*$JXS;!bgfwr3R4r)V)Tp+zVF;Wl^I4v+2}p*RdPr(JI9kGBK8S{+X>Lh*0zOR zfyt@AG;96}1SAQ)9t9uE3jGxkPruxL%B{tA#lC@b%BgRX7&x@w6_C?P;-jzsZ*-k9 zK=-a}>J>_}xML|49NrIyhI-$KcwVvk%L^A8kVTdD7k&CdOPvX+W8AOlvHZt@5|QhR zQU{e+88gjL;*y|6s1N$4GPv*Z9O%@jH|0f@TKn#lhZel0Z`G-TSc%PD{9|j_PJ3Jf z$-Li_bxlFgF#ZrGgi{Xc3{~1wG<~={OI=I|{3K_EH5}vQy$-m=?Wa7(1ML|>CfnE* zbvGh@H*HA5o1N#C0SyHKMzfHMcR#RXj<Cp55s^}tRE6R<%ivI4>S+prlSO+bwRDxEKAtQr|sMbSCf1H5Gcl@oev0&Xo~6CY{`&kg=O8(`ivnZ0nIW)UTwG!sVN) z5zU~1QRsVQ4IH6*8mGVP*O4ku5YSiK}<-X zd;Y<*-)tUj@CKF!dN&_|U+-d@@d+Q80+r1~LjO_-F`@Bx{Ex&w0jw9RGFO*cfqct2 zm6q>bmxkN6-?8+JC)w<0sp{x5wGb*#KZ#YA=UB*9l&{Q7sjvZgLR-AL1pHAUCd)@^ zAk}aJ+A^;?9~J{uLJ7{q-vYUQ2<%s@;K@=Kl;o%Y%@U0EZ>IiyHc=H&rrQAx7jyGE zoxHsX`cN{pPCO#JsU~1d*A>t44-X%l-ZFbLuCdq;Ox!-nD+gJ5wQtdb=?(kSJlyBx z3UEAVdut<7ogm4qsM7o^gl~b)YyAjM46^fFZfhv0tiLFExWe+ZCF2@t6W=!|e~R7K zykH4jjK!5rzbNli4-0B<+D;L^Ya=YjiLY3X-u%_qn`9Ne&*jZI( zov%**QG@UR%TPwO%Jt!H_Pk;`{KqatE-_MclLP$)8toqYjgpoA#YqN$4>eSL>#1}= z37q!?Ge5wTc4W-Z^Qj5Hto$QoJh9omYsbVXqZeHRi3Z-bI1Wz}4e-2?W3f(~cDd@y z68d22H=Btg4FTx8*SH7%xlE3v$4hg!!uLkZ6*L}MDSP7KS!euE-=5%7%(M|T^FOcK zpb+^+hFbXfpugpP>sxv~CEK^<0|B0SW{@@&6PG42(bb<)%BV$u#!jRZVJ~98aADs! zq47)6>sgj0^@+RU4PXj7)xkfzl~sd2NbLNE&l|eWL(~DcD&H}MO!vJQwi?O49Hba3 zeA4@o6vk3aBA_g(w$nyhqp`N7HzQbi32xFe-hGL%k_q`Qds#ABN?|NLxs7*GD=yWC z#OI-yxNyl@Ip=0M9D!)yIqsDKD2y8OBEsH}eBoJTXI0h(b-sacMY7K0Tu6njG2;{O zsnN%kvi5TEG2$&h37l3_9UMZOZU5}t_GA0Y1s20X6CITQ1}nnJG<6Ig(w)MgODGu; z&W|iSPf&R298MU?*<_4pdtd!X#nRt@VU=ejIrD$0@6j*~JTS@aQ_W)HwxFIHki|)M zS;8pf**67Od_!FUDSG*c>}u*o`ZJ+0uGScRo#y|W_ND{9kzC)FTxe*|%v7gAQVMtn zX9r^{?Vw5oAXS!Ny!TTb*-kXm#b9XgLy^^>-?+yI*+A)JZxnu=Q@Rkzlh#t#^N)Zy z(0*yiYCH~yZK@HfuZbyszp3(j{Nl(y>N3X1$#`W>OqT3;Y0rMsY$~pdGkE%^=s1a{ zpuv(UN8G@e9G>KiS?s7x{-``{q?JJubN+1)?s*ACQI*?R8qC1_|Zh{?%V>hr0rCwfp*&u|I@ad zM=bJN*pIiqc5j$i@QsTV@-vzZ8tR%zIj6l2S1FA7RscnZ-GuN7w@|*%#|8kHw;3P{ zm=HL&XdAmMJJ0f68!^bci*E`oeBE8}bxPxX-eUJ?@nap4N^Hiw9*)26Oabc3l;+BA z?O7cNa`E=%R^0k$-;gX$bv7Wqn=Pw0Trtk)#f^Fkgu`<`n^C9VWCrmN-flZm1w`$& zpz#S6$#xmYWVBC)-*?(+0Nl*qG^cJNex%!fS|_n0sB)jX45RIhz7+A0OFUP%@MmK> z!6ol1X15G_uZ7ntE=dF?X?wjjoYqhi5-ais)3)k=a`ayn+$XJP zW=`dqXHE-X{T0)@Z4#>1djVxT3T7f#k_3IYzc!NA@9?^Fpbbz%50?pFGhh`;Dyf3` zHs{ZOMZTPd_i3((2(r#rn-%_E9O&Orgkf^1092CGWS`2LYDe8AqBi3tyPJO>+JMXt4drAkyZVaoS*VWRWB4budS z(R^S)(|s1L0^QFnEeCM14rtr;FwJGTNzRGRkj{P@I0(lE5q(*JhI(t5;S=N)d(_q{`Q0Ql#hY)A6Ov}$wAU!m_SU=qsG+=6n_Ch=X&5D!P0+T!~R*qLK( zCLIePoQ(BPK2N+$TWv3(NLvo?`7t1kej@r7%U8nceidiQFITaoC34MU`6Say;94~Y zcA_7oowR(AjcuoUgC8q2Z@ZF)&0r}7jJaEJ%1f}~uO0*$emYx9gqhB-jG>mYCrz|_ zrp&vm4Q(W`5V9?mn0&tbu9;+0WuLQi`AYi7{n)}v6u>(=48jYRD>oTb;mFDiRJyQXs~LJz7+*DxrsY&@$6bbEG*yZ zXhtl*ZW+f+n}@^oL^;}s-Wh+uMXwwF9CMloF0|CHGO`Tor91t~D=fK*b`EaC&*eDh zFqUyzgw=Igh6Wl@w?(QBSxVyVsaEIXT?!i5{ySuwB z++6|$$gS-Co!i;CGd$K!um)NsTm4J37`jT)P|}b2&SC)uqds0Jg%oN8@gu^>8XK! zooeozK}0ovmiYLLYEVi2-*N4UJL?mDq84p{DRnYlJ7r=`Z-0}kADcmMbnJu{KL4EZ;vCYIPAQ#Pj|@uCeAD_(InNcU>mlIoxDd}O}E z!{8FMyLHqvAgg})eup|Wy{~n(Q9tbLS%CJJ^fZ0qynGBLSt_-wJFRTDh{h4cj)(g$3wM3pCf&Zi?DFGM@L zdpUB&@7gnV{h9fSo0kE1g;6&pk-cJ=CVX;`T!@|m2S8VH$XZre3Rw5Xl9V!?f^b}a zGNQX_GaS^BhU|3L^GI=@ZHBGBjVxc^GT8ZE`nn}tI}=+^&w%-NhJ%s5C+*oq)`(Ww zU&wV1EphpatI1gTWO4${0PQeS9UhGn!@*n?bImVU97>Ni@HSkEE$h)j)?kBLV+d&P3{y5be_ZFJ)}_mXs}hvX;&(&zrO@Vj1PWAh3Pzy{)n$ z7;I|kAa;A9f?96L1RJgHJ5C_(rbx|tYjSx;0_Xt zf(sc}v$H4KvEAM_Znv4_8f7sxz2m-mCn?yeJWl4$9OkzfTErbZ=>3EfIdy#~Ao800 zCH#Ntmn-IrWEV1403o3)b5PNanY6n67Mz;WoAu%kR;h1K`y2r;DIgO@;`BnBd4x)Fa{&)*VKc-P zeFbMhOskFV4EJ`A8zd`l!*(yq3`lMHmYp0ACJI559a4dO7s~2GE9n7zJ>4GXm!f?I zkgki=l_7thMjtk@BC=^kNdK(9aSD|eNuE4qHz_iDcZg_wMTcej_4#>l;?leWwN2R9 z+kG!SpfQ3QGHhbs0OPLT{kM3<-5k@T^+q(@qN8?krFo#J~L<6SLs@{2uMU@h4h<2Azh4HKNQH0ZSC+aaCHLg*w4r2 z9D@!FqV_JG8;vm8;~Lede5@p9^I_vf3WM5#1+=T7ggV`j0m#Yg z&VcU0Z{_{+8@n&4j9W;>MTi7O8m=+jH3o)q)5Q~~(e~-`$;(~uK#~$nbiqAWJ7JY$BI3g<{`)4EI}lZT3!gV*IqU@O?+^S^L+D z^FQ0T{eOa)8i~yEW^XUx4+(d2+u`L%|yp0Z7JT8hef!D4p0^iWZA`svw=+zwYu{X(Cj|MEB|(S%E_AzZ?2m0l z%XnupqEMEv`rS>{%7^ho4G3NLijvEgqSo60zIuY#CS??@v^yvoX(yZDg$EKn*AomyB{UnX(ouR_sGdP<>eoV%S*YKS&mU@;qE@%1{4yI~mF&JaF znl^JOCrcs#h6EN8{-}t)W^B;xKxudUzwt13wwfz*Sq6-HXT43KE3D~FcKf9s=6~on zdh=#XfC?=KyeV_NQkj?3?)&~=k({6x{Pt-0;_h?`|DGj;BcE{lbVNKcsloSsq-2#h z{cf76lU2Q%)kpgo|69rYQz3~2vFReN2uV>bzk2oEB>X#LP9*7fZ`-_GaBtAN=y37`zksD+r()>!y$|f9iU0b(Hk(Sz5B7%=;M<%tNC2t zPLJ9EhKrr2ZT{$_!tw#>ozl-M=d{N!)W{OW0fe!)Oi+E~hcl>lyo#O;jaJ%id>mPj zC0P)P1C4KXxv&noxP+`gGn!m93(=_YWUw=N=}44ZLM*Zn^$+$QNuRZcc_zV-IUX2LJ?U%7ePW z2(_AGr$)qo0yp829*;mDa!v|^k`^PT_NQB<)C;9)=d{Z&OGPr9091iXgBt#V6R+}J zmw^{#fk4Abyg*_J)1Lu;(B9>;ynUjqmC$Lf+!<)sq;P$$ zHD>p!{V=|ID+#{ zgop;#z5TZ31oT0~qXB<~0y4exSn}!(S_@(t8U~86Ys$8j)m$U99~kuKX;aAubj^VQ zo-3vADqhC2##HEeHm*V^6xX{LS`(b!M-ASc-CB5_W`_0_&3(F@bpFYx*T*FLGy zkG~Yv-z{UNu;y|bkrWiBolwQ#XW|A?j|#9*DrTjT&&O!LF>V||Hw58l%aKV|-v61b z@Bh>6QZQAM=K?ZY%M9KdXUd7ZpFrdIjV@S?0Z;;LNND!~97K+6#n@VDe(p34H7aVe z;^Q@ z%^xpdzBhROsGjPWo$5%VX3l1kT*FFuZ4umWC+B5!{zqk+c!RKhhA@oKo3pWM3N}wI z!TDt=lPFYOvsk;~2rkRgE~VLxyX*7onJ#Z%oukz_bw|vYrmP?)u>zK0nd~54NmaZyM;nb)ceR%9Vx;@^_F>u5TBdM6tb>@b00!a2DVefE2OU1smh0Qc-zjH9|fB3-`J+Ryg ziYJ_Yr!7E|CYqZ92)H_H9fjJ4!?h^^i4Sm4@}P>cl@{5sT-gyFmyxdzf~&p#BEktQ z*5J&of7H)dSniDt`&6_x35lA(^n@*j{A!y<+HE8@p!)3eUxFeY)Jo{<2GIglj8;{% zj^%do)_YYrhrYh7LIlgBMT#Hm8lVfIQ+Bh5&PH44;H5K?!q!Y(+kI)Z~dCgF2@HJ-p4WDZC~?4nPO`e`>S zu4G&R8#SfkGA(sLb@eSNAT&e~9Gf;@#h-qrtH$275=CWfbHBAYYQMhPp38c?4AM1R z7VBKwvz}J>v&E6;7_MUufz>`G%I%64m85IUC02E9Vd_d@u*vBeKpxN~ukeRI)8vVG z7jV7>IpZ^HzM@yqj;L3a@La2;$Jl98(D=DG!qz-8c}s?oSTd#vTG$QcVvdpAyBNG* zm+NgxslKaSY$9)TP+)J4^!SMb&v%{l-{%Y5sy(rO>g;)q6?&g4(A+LbvY#c)`%6S# z;cnUwthL*h*ec6$6O!xd_gfkGmW#wWTaoKunCyt`ugnJ_r3mgWa5T`=-h%C6>d9l& zU5yQgj)f)w9q9&UrJy|G(XHy4)ik|n;BTIv9(<^_`!+nw5$-0Kh#_}IXn$5Kfr2dstfdSB*FMr9o9sBV`j(Aoy+Jg#-z23&Y_5UK?jKYE07Uy`XDey4m99B}mxw}{E!vErAzFUovGqnW;qxzgy zoRjXiCpp;=^Glp2sMM=4I_vML2eUAm-bMGctr+vH3a$QF4~W}3yhs2nr344QRU_kW z6)fihVy3i><_1tv#==Lz4{WB4$l$Nv+2Eka7OA>aJw)ZP5p00|0Bk$IIQ#-2B3dn~ z`0_Lfk14mh!h)D2hrod?W2?StL5jpm+uGhqa-}(*LZ8XwLc{cLI!({QJbI%k5I6;p z&0AZ4qkuRcbO1uP7}(XLtE99G0x`unUmd#RD8ZQ2#H`t|`v?XX+4!ahMAHLX{| z$D#3HPjoCEQ-1(l2qww}};&*)IibZ{&2USHyqICvx;D?2+J#K+_9(Pu<&w4x0 zwA7aEOYsb4zdH?Fm!-Gg|M*phox8KX=Voq4QG1L;e3#}mhg-w`jh*=JYpYs&&5zl- zbHYT9xjmc?zr4Laxb-Q}hB_4mJ0|={puZ^#kvNPQp4fjo9oY&%W$RR%6$QGYGQt?C zI$#9vYuK%>ySGt=#LgyV9@eNwcM-C*=Kyv4WjYi0#Z^M|RgAmn6B{O#sa)#7(2`Z) zUvDexR9|Nv079c$pTI5wIkn#GDcPiY#`xj)kH_Y(z9usW*tuo1s{gw*K`ZC}qSRjg zw_FZitH+%gu)z(8DNvpkgL9;fU^CGnzv5ZLFcr;C$HS%p78^TNYipAX@{>}=IyrtQ zcaf-bl57*fbklk<)I-hHN8}h*)G>9^iB1vRODBadMIH*Ie`ZT6bZpBk}Qdk(DHrA>UlSQ#tURFYNNxgi_ z?W4!&*-g!!J%Tut6U!9Sg72*`urzq^K~bA-GJQ$%`A*)DB0Hk=c`LTjQ?^oY_qx8AY`1FBlAZGcR zYZFQMiXUlh=}U<4@4@Cx-#B#LntrAo(^aY<-OqcSP&`6;#i#YZ4@mh1%?Sj@dt+KiL zA?AhLKRM-A{&+|?jD8Mbe(YEa6O*_)JLO)|&J?0*;Lf)~rsD2A_E%(YJoXO@(Ez~T zN=XHd%A2v`#1=eb0yJyq;NC>nb_3_W6B~o$?Ha%G=G3p+6N5_bG`u>ePq`&DhyxlC z{3Lek!>7%x`2ciO45}I@f7YmoMS*ct92yYXe(b(2k$SL-NMuik4yptVeiU!c3-7$F zOfIiB?M^L61@{JYW|rG6e(!g=OG``at)Ho>Pk@A5TDO_?bzXk{O^~~yy-Yfb*guev z4#ZR2C*G?i7-=xZa@E1ZXKj4tRKC~ieyyq|Al(B<^efJhCR(au4t!fx^`Oj9oIC;9 z{Z--iF2~1Dt`bUDXP6#27o7x;cFqO{rgEu{zO3^8qK*cWEv-TI>EKRNIq`?Df_J9& zbNC9jiSM-gtw^1J4dqJQ%{-*IjwJzBo5k&CU0CO*@9FIt-r_htBr*WN#-)AN&vbw% zVFu3HRLdEUidyFm1*mjwB20fnrv%-p!2V!)zQuiy0hBsdjVTh>Ku6eyD(wVND%XtI z**lXyK~H;Dfsx3v1o2tJvmZR!7j=^h4lT-W+mam{4c{G#?a8TQfoW&Tcdc!9IuyL? z-b(8Y1s$^tRr@%VQQsHv_yh4cKn(rZ-`8s6hxQtl{%7rDF=P!bHNl~B7~_G?<8D#Q zGqWcZ3Dhnkn~l{lp1mTwF_ObjNdO=)G9O)Yl(7vB_We3Hl5iDrE!8Z=z*_y>j~sMd z)W*3J2@VsJ+502@Nxe?8tC_R@_h#eCVh#lI`YzDUtl#UUgc1QyewLT1mHx8H1Ut^F z;1cvN*4ZrDyBIP^2B*S+b(F>p-qj0_U$Z3T;u{}N4Z!{S7~-Rs}d$bi(S zNMrRE*xD~ouDk0oz5v(T6y1;Zeps;Pt51&d_J5`6<_~#te03Bc5DFu4P5ENNBp6ke zX;~kJw{ERMuy}m=jPZ@cDvBbI!7K%5WO%!AU z{L>;Xh=#2P{D0!fqk3!64-YLWUSlqG0-?kl8NW3eu8RWV`P_aN+mvjZw5@pcHe+2J zPEiEo<5S643PNde=G4jBC~M18_;3Pz%^O)bd#HL&AXi8O6B*!026*b}jx2{`LZ42# zy0ggJ6}XQLhwtS&W*X<{m$sr;_|vCje)5Un%yZP5i<{?MD7^=WWhdlJH@P1%5!@*41BAdN3G{S|2nPSc9|@sfscJCV^_dA)EnVQuZbbIg0p>lsqnD&yElmP|Y5*SVM238KU`Hsm+d~dRH@uCG=(Jm}m_9onNk+Y*_UmGH zFvOB5eJTDEeF=jT2xFbm;g-d^VAUgleeYPQxyf(qZaX9~F|kq07D(U)3?&+uDjFIq zY0Sp{HQn#P4xFFo)SSR>#=YTGekBEkkH3$CnZSp|_i@w&&kqeq%Zpfs$FmE^tTWOw zB^kth%&dFcf8Dss=d4e)-GN1hu=Xr3%wrTkdaLKGL0rF4!-LKUuf%0+hZkH2bjZ&U z;9btSrO9Xo&L_P(!>0DFNH3e9+7vvT909*i{cq+9)PI~Xq4e}t4#{O-%xl?ms&2Br zidE=GP7NvaXso_}R~q&BU;*dAa_wJ`jwz&*uE(^eT}z!ZSqs&6Tr{)2(AWAJug2iX zS<7brpz)3~^>X*c1Z32|BBXaZ^vV=d2+}A(vOW;_pX5rOumvqgknY;r+Ke@~)0PMb z2te>VkXH%t0bt`9HYFcK(t=WXQ?1odb&C4t8($1Xz$QCJrz#qhbn{4>*xy|kE){85 zbxDsqJ|)T(Eqy+^dC?O|gm*R@rau?$ctd2=H#Yt7=3~`BTr^uplkmViV4j#2T7f*7 z<(>zvyq3I8VogYvi3u7Awt4UB+cCMc)_NoFd(uPLJ*fiQ&N8qWZ^ODQpP-qXDf=G$ ze4%4XI7m(?YiP}I3h)T8q;@E(dzi&W%rYs9BU@rT$7l1mIH3e?C)qL;XG>X|Pi1(X z`eZhhmOGJN2i@ahK6A(7Z~2+O)z8wGf7R_l$e!DKcpY8nYCtevn%IA;|E=n0xaKlc zz2}V$cx3)xIfH73ijJ3x*~IY#?{8p0(1v*8v2sS#YR5<(U3GTVWm5p@ZnSy>d?(UZUM z1BO0S;UD$)b_uHf;*s^yTh_XayI&F1Xf7*$QtG?q{zt)tlw8JG_0_(tTpKmvR2XpY zv>ZXd80CLrZk#)6#HP`D+0j%dF^FuFEc&4e2EJu-pinxrktOcR#okvL^G1x_STY-J zy4B%{-xEqZLbxsNJ zFRZe*!#EP7bOwJ-V-}Y8p>RL64$b(sgHzogyipS$4fs>L<4yC1I)1)_Ak!{(4_YG%;BvTOhZ(t>Q)lsr{mgDRo)bW8Q-Jtk-Y z_K)L{E$fQ`kBc>jNLa|oM3mVU+rvlt$c{4$>7-lZLog*-a=XZ6^5}zE zc~O^oNCh8c(A@%?t@HTo?+abr_}*^RMP~;a?9c>69lhne0500NGj9C(@Ef0M0ud5d?%-TKp(I5;7!HA_ z`;EKTrg2@wCsyE)0BTa{{0))tu_!xP+^s0Z$%-{|U#~3$vt1Z7qP}(EGLip3uVr3y zyzl=6@1l(P!)gPQT`p063C_hPxU1g2J}eWbu_xuGPs4wl!K1Yqf7JV z30nrfGsWmrl*EBiwt3!~$?NimjV+WV!Ad*jT=ccWf^~8CBEW;jpB|x{Vve;)^(J<% zXz2tdEBM`6H8?9gx+@IE^9jW|2y?D&PPO3{Kna8#RTULJqF@ ze>Zvp_KM|zUtR!`tG6~dbTcOYzhJ?}@c~_Ys{!OYNP3deICFQB)59B4t8d3T6x$L7 z2dzYZjZ=RVTUG$>NSVWtBO7)J!hJ1&mZoa&FEE?AGih~3-=_P(>VE}f9s&Vf|5zT- zMABkJ-zEe6j2Wf-z!UDS(KqaQ{Zg>`+xK?Dn!_q@ub}X zt|wp$7Z+$}z;G2~gs~pM4!V&n4cHqb_jdeXjWy5f2*MyRUU3y(zPY5(hlP1&rUL=@ zg#GA$hi?ncj$3(wib1tqi>FJV0*c~CzR*NX+@bp^uqN#DEWmDdE(ySv;BrvxhtZ(h z*dhUvugw&%S4gv(8WkEY85(leSoGuPW*9EWMYNM5{|J{rlzA*hSkc_O$j{^Gr zY*4jZ!gNmW(U8s1f43((!5@yt=5~0?-o*>JKRvhiXxq_7Cd@Z@ZWo*%2MT0_5BcHg z;EZ*oDH_Tx!M6Wj{X-eF>X?-2_w!$MdPuv!sH6;hai`tbR||rG`94t-7ToM%CtXgX zjEe3sQNi~$6UX&-IZ3LSV4*h&RvYnsHvA7E_|xTQLpXA#)*5fq~H3c ziBcrWBuJ*IJl>6mjtT&#=p!JL!~CLg$xqdWEwT29bhF#^VSNj?hXArXGa1RutxUtU z3nJwkqy&@=JrGwl{j1t;yEupm1pN!!($dmDU6VW=AwcM(MIVqy4fc%`Mv+$QC%7QH ze;N2IZbSi=bf|Q+FtxWEI*HekYcn`c zWAk35Vq=<~wY8e8$&Nq*fVF-fq=a)eY~dvH!9BP9SltycD|h$>15eB*e7Ck|?V?(x zV2(|!{?9V4g@LfV-Z5FD#^|#wJ(pKc`pJiq~p}};3 zw)$2zzfK`QeLoCsaa#<=w&@|*udfHojadj55?skK_pICfq1Zld>djnkRJF$$<51z> zT@36~w2xvuI;v&Qcyoj*!N`$xr>GFAO=4|@yh1AUDOfXRyx;kP(Sz#8%KOu7@?ufl z{TEjS#kV&OTE_U2o(e2TK4425QT8fvf1CBI526z*j7OaboWP4=^X#g(SHSqmz!AuH zy3m#GRBTlHP$7PqXy#X`ce4?oY>W0%S{y<%j!(ua`*GDy+U_hIo~k6YhSW z>cAkM+X}paGJW$*hVh=4@o@OLKYB^m9j4WP8|lqjoKI;GcW#7zdF0;u4Qbil=@n-C z&*U`bnY#Uzmf56F<^II+$bf6q&0v#Z5iB%v*tIAE6vW?i5Wb-d)1f8$75_2Cv-PY; zR6LYF_P)%b^UoDN@a%0EC579XxU^ZjVF`*c>f<(1Z!SN+G>PRKNq^Ymy!}xRXvO&E{Hzh4Xw*XV(<&fEr+K15< zWScOM8tFxLOZ@O{WYnsVM#vUOI?&x2w%v$YW!G-FRiz8ba0A9}AKbmsXw@Misl!u) z@^jbgCqq2GS=pBviRZe~)BvWFb#fsWX{G~ZV&5(qt$-~xX>OF1XiUdzZ+lBeLt`jO zk7%XFtj(8rB~ zwwOSPcM7G~O*O|dkJXaC9Z?7o3OC#xZV6LW9)2U6Q0f~5C%3caEjPKd#u{}?`Y94s zUfRbDmZdj$el!8e&;(mQ1ay>#dGA|AA{{zE)byIvsyY$^=kNHg+Qn!)78qERbUU+$ zBmO$-Mahk}J+e*2sZD$ap-_I^nf*SEn^mRxEh9)rk3ULja_nXi%d$IVbi&pI>rUgN zPdV1N4kd)nr9<9{O|jHPI-Z^fDVGuasMHrDJD8u3H0fdwE=k_dnFUYRZ1zNZ zXJ}I;c$bgrCdhk)?ZV=nvU6!dX>HKsa2W)jVD&ztv3aOiMM#5HR>eh{N(2ZQusx>i z(_F%%c65^+ntfJBVC`~r3mB$;F5FkQk(r|8&P||6LGmx9n<~CFaqB;w*OH`1^q5RP zdWa~>5+**6g4Q4*W%u<=0l%!oHRlrR?rz`eUUR+?ezBa^GW46wX8Pq+Hexz4BX1Jd z8|0cLOU@MxyH*e|<2*4*gJ7|)&C*HM9fIyDjSyvTJYGVk;p`vo7q2-$>w~8vmRxym zBp^6kV@S0)aoM+AV9iCaA?cB}9jL^fYWIyL9P&n|V>E>dWw73(O{J_o;Ks#3T;e^V z@at&#INf=;xTrM&b<5D_SG+0MlEN>L^to9F0`h7x6&fOy;^cyjAz?Bh9+@_F2YCCV zU~VGi8aiN}E%1=<#KO4O5CM7ciRwb$2&=7g{c$ql*08Ug7N%c5rUS>!VjdKkOr;X7 z(^lD4%T$m_o8Qcp)uSP(`#a^B2gTy&$9X~dTVty65a2=*{k>tB#%Zqnd`sBhSzFq0 z+Qtu)=SD!?*;@NVE>pKfiB`jBb?{~fb$nG`HWP3HdS;T>wDvF*t3&!LZ~ z<5e#;UrRcF{k;(&?e@<7QDLv+O&NBgRf3wh-|z~#Dd3foQJ-_kT|v>`_EirI5fF61`k+U zyx~ZCC)!t-6(Iy39e#CVRd`|@E)!4^ie-vrwH)S(jQxIEewM5DI;IV?dqoG|i5emy zgp`O!lfRQ8NO?HJG7>>NnLwEz;+u9ZlO7lzkW<*0477!e0DGEK&jBxFWAtJu1GOoI)ZVuXuKO_f6jrE7sGR^D zI4IeK4v|lL$bw52Y+nY9t;t@mArckKKl23K+jNSz;`!!0wIpUsoA8mp7_PW-INODG zw!md_n37N4VZodlH!?M-4tH@+#|a+q%lJ|QdeF64d&Y&D8tt;f=Rhz)*`$r+sU@3? zp{#73NrN$Le~u=qMH4K@5z|+vuT`6U#il;)F4SN>wFEldKFy7nm6JDhlvV!Z{pC*4 zo~y>Ta^HxHP9wk(*Y@vjLsoH)S`wzfP(_qHp3!*CPHnh@BRtx<;|DYZQ(^}vkK2`r zl!&X%zzVU^Ql|WA`krJ(j2PrEg)NT_^E5_(KoWWn_+NL$zdFj+=n0vk48$juD1Rs1 z(G4W@k3`}cc9E#a}%_glguD@bkRV!np)QC*LcAZ@_}ap?haDOL~O?=_zb6} zAIS^(81F6fKDxT`7DF-B5X?gaJ@}%2;`@7{oa8Sp5dO$Y4-^lSDfEKB%y{~MP`-pb zRrzwGQbfU$z&;P#icz4!5de!fEFU>%GN-+pdcE$lsM5Mr<*^nbJ^np?vRB7_9Jj%ZtEIo zvk_%Em%CpfnJl@cWc7~gMN~{P04K}@i?ub-qz5PEwolmqYRHKCsA3jLdwA~S&~NF( z`wUtz5~Q-;5Ebhc3}~hi<%l$mg-HGW!lY1niJ1yyjzh3#1dcDaz0{D@sHVc;%nz15 z)&|oL_%DQVg&LZ}xQRAo41u?)QvR&DvAfY^xc7`vzm9?_JQ@+T2>bkTHncl{fGnEi za+k9u`|dYa<7qJk_6VhgkXNt+#R|nFBU4RLPT_~r#ZvaPW(&ufQ$_2q1^zfk2dQ~N94KC`=%cx{nP>|%C&OCw^XR>X*hXR=H*^!Std`!*Kb z;73xZKkq0sbFxvY%vU+dNscBFF)3f7L?XiIr!ZO_npn5N3ameTk}9p7mjLgu+_>Wv&1@hXaEY))44>G};MbJ&he$Btj0 zZV(U@%Y=;YP1VD*I$)SUf`49}8nrgdlqn5+mQmbzy9m}-5-q5RPX}Uf->*K8)1RD( zi=zYOz>26qMs=&+RB&;%`mHtrl2CGgnF%7x!#d9{^_hPKL)HO7FqEZF;v1qm zmP2)^tENuo?e)6q;~;wWSLtZJ>D>+@+yOhE<)+75P$?HmBRAjsXyEN8)`g zY%DLKps%5+X^9N5BkjrzSPQiH$R&*V<&T#AI#Y35eIYf78IY-f^q+Oln;}oz*@LmQ@C$TO=+m;k=-pb{ouXj5pnUDa>3j%e?1HIDK%M}4Jn`R4fi!VPNtr7vGV$lu*>`bK4Vh%> z?HlTij$x^L)kJ}x%;B27ge{u$a0kSMxf_A&2qN~X%YS}Lw^V_COE;#Ql8Y!k(@&J< zsIxj~3-`#oxo`& z($kwzBhJ2Il0m&jxi zrwH$+G*jKq+c$gKHjXh;j?WS6$~WpZ)sZik`_p}3Xs*4PY=(p)t^&isO#*xK@GQ<{ zXR4;(YYV-tYjf_w1{@Ib!R>fx{^w;Tz0+~7Zmo3=!4Rq7#$uR-;qwf%ng`=m2gsw6 z0#zpklV2#v1;)Q(!IdxqgeNB5OHPAvjorP_NKlv^;A{~jbG}QsqQ$$YhoZsB z$VSRJV8B65;t*K3xq#MORFbV4GR9BVz^%zXhe0Jv)|^O6D@xh*@+ToNau_w%?y zW;xatM*6tm-7cwdsgI#l*`o|$W__2CevMiRttU-5wuz8}cQDH$VSK2{hSw^mpn~R& zjIcXuCt3YS0vjJUp167CnnfX!^S#j!%&g8!ME>`x9^XQE)$FTJqzJj~-}hv|6Cm8W6P$;5)_Q5!`siJ?ES0 zS)0-0#mvxIn`?bwh_bDTWj|V=0r$h--m8k}WIK6)jiruS6+%M`bQ)9>ik4f$D<-Zo zNlnugisYWx$=Q5I#Zb1gH5KFP%GLCVa{D@l1uy%JfG)Wpvg5*8?Bg_%fkf2KC-KSb z=ie)MkTXNrj9z^#E$)fY@r1q~U<iY*np!o^BFeVd2Zh#!W1^_ejc1;Pq`Cv%`vmbSHa1n6tz&c5~VS}uqw80Z-sU0>( z(HWNpL zJoB#-s@6zYvbhfYWQ9>DSdz_`C-Bz}p4bLH@+nz|6|=Gy`^Pp6g^uUq(%O=WrBBo< zo<58%+t6;3{VECbbED~ti3+7H@u6CQu|A?Ik`9eKHI_1)A|edb&j3ykgZBhSpf~dr zM)>y+5Hh7Ao^7&e5bW5q70cIy-eukY^ju)%@cRFWb+6p-`g8Nz8xfmXA#$TBR*p55 z3388BaN+2OATfAtAiW4PA{h;pI3Ov^sN~huW?Jdqz=YWUzi-z zM-m4%^cs@uKk@a8*t8K-hee`MPng?(SoTrhT|zRUvD#iM9IjX&*H^icuZFkZS}ng> zj3@iCYt_{Ta5QozMm3L2NxLox1yY zfyRF(&G&}KOtEWRNqS_->^j#u^KT>PRIRuUTgZ>?ejap(#w4@s znP>Rh-UvA`?(BY1lXH>WJp4v@)>-b+pC3T!3cO6oSus-s2WVcIK8`>q2mkKLUmx+* zjk!;IyqVHSSTGBKp*V(cdSI!arDlH{dr5oXfYQh1RXcWi9eF-UwyAK z%cA`C^N2@C1ICW__-blPvk@0>1$VUgt5KaKW8Y?sudPQuD*r>j^EP3R@+LS-g!_&G zk-WOHD5T&keW!1$eSw_Vj0{ua>{j@-j2(7dNlzDiRstR5ihpBH4 z-#3}xu@&2q0=c<_z>bICNNX!gc5&qm+)+Cw7=ppy-YHtipLpj=knK_XN}%6lII$OL z(>7@K$DN=`64ZopIVO$=&KZz-yHEcGKsKaX+8xLyg}U5;nIo<7BRFMn1Ylpd7z`Et znWX$!kT?5FOoKoOesq-7H;Lq}v+QkHeu zWb0;3E{M$t;iHE;7dF|#XKVX1cngP2A<3yv$87$M+(cPndI-3&iPQHGs=T08TpzTnZnx{&=87w_D8BK)-=i3&p z+XC0uCcZfwKGPXVL3(15BWHHQF{{I`bOY7bf1rK-mSoZixpYWJFm<4vC3~O%f!YB3 z@^Dt7R^j85d5XCn0%zvD-(IU^arWW>yyqFTJdp4D=2TRsHy`!RV$+e3y}fcwd%Ydy zSU}?hD>!xu%6-9XUF~5-S$@d#w&lKA+`8!tIoo~LKaEeaQ8!28QHSaoQ3PR|rs6uZ zi>w6rCgt;A9jk7l6JN{*$xjBQeKJQd%k%K^=4;38_OC{23Fr_xIwY%hviI&SwV9KO z)tnuS=Gg#kPeqz_I$uL{6{|z}krfxZCLK5OPZKIcPbupe>AMCTaFtCAoJ|d{DYT&qM|CTEdkIh4p)x*D{*fY z&U$CnmvfuzhdkLc@oddEh1Hw7Jj#-U76;`T$3l6RC9jk7lHp~1-%`=MhDWpmiN zeIz`www^WXbftEVE>RdnPo=`Xr5WzrreF*#|Dr5aOuU_{b(IQ7EB0@-3GnX|rY+pB!vMQ+z2gURJQYR=sig>Y}ZR|L&Bdf7x9j z3f1=0gNL;_UROo~CiY^#rc71bCOt^MCNBV*-y=VE!HE25&oF4~6IF2F4c}VO_qI$} z>A*s^3ab?YO0lF@>$HZ9)gt!oXwxZ%6#WnXqNDimh)z5&=pboDcpCPl6pe}GizOe1wm3G1Ma0*o1ma@l=9f@lX+`EVNc1+Ze98cXQU#xN~p1k1e(eCj^Mv}K4&ww^09w??2uZm8SuXIib%$qYs2RdF8fX>VKfw-n- zm?hIJt!O@gym@J|mV@usXLsE-r$vRRWi@O;KNw%3$I}Id}s+EdW<)lYl<_^lHtja-4S6MCJ?GagecWk0$mQ3GJ zmYyx{>0kpGgf5bEjt3?2PU}{b-t^HCz#<{|RV{Kg;^P6ZK7B?#wazptY3hAnd5ERr z7jq{j;-1ln;dYK&6R62ZiroNtdLdP1vEe?Yx=6>`)^+0t>+vCKzK+1}N>fF*`^4{Q z6H{rYL0^%roF>i({#4hJ75@OQsmfrcM8k`^Eo!ILrQO`HO9gu%?y(oK0_vCobF&G} z1~Q9mCpuDsmoikRJ1Yhm$Ewq&ARis{cX*~%u@>e&9N@r@gTn22&fYo`6J{!FAl1G- z4%PnVVZ1jSRVWK&Mxf9_A3*2}#Wq870KN{(EdMmQKo$8hy)yM)M$;8F6)tDzaT^3z z;5{_7jz?jWO1Tn)JGtMoU81*ROFA(xvT@Ibcc6eP>b5o{w2@^}{mSShY!+sfs^F@jJWiI_em^vX{_l+x= z*>@k2Grc~s(#ZS#=B=2yDfOsw~pp_6uuWgnE zZCA63GgN7%QMH-)!&;M=Trxx?6L$CZ^R_tG^N=b9t`UlMT3Ab*+xD@#oW&Mdxegjp z?9B@KFTdb%y;O;Cd;yEPl?EP>YuMnhhpN5 z%dQ1JqsvS=mvaA-Dm}w)g)$8y^#YHTJ_z*^SB zPQqcUuxGPynVE#l;A8Oblctck1}&MoaAOMNG)@u}!$1843?`GG&*`3-lUPTCOhFHj zdmOkc6{_Tkbs3H{#;+sxgrpT|eyB%%iLY$&ZZOOh^&i03ze~~^IDG(aO>Z;h@rB1SBfzf)YQq)Pw{TWZW62xSL}2L8W7k0;KT zmMU9GC}~}XzRpqh_zi(Q1|q%;^+0mfjI<{{T*BY0?tB?{ASiN$qFnu;+MQ5Tl~@z-LYo7Blb4z&vW~+ z%7>&+zVc8lS22GEr2df3EeH4^fw|w|BD{sYv1}2C=?qy*tawO#XjYk2C$)(j+Ddr8 zY|Jdw>M#DvA;y8u7%&j6^HOa(hOHaf$gK>Kwm}T6V~Cm37z-b(#$76%bKt;=%i3p; zQN|;aP_u-a9#ES4uII^(QyWb`sk;68)a-0J1z+i6X&vBSj4ozRef0jwexGh;m7H^`UcGnUAAW9XuidMA&N03*d;Roc(aet{*hsN19B{~M@qSJi zxL|b=dMD4>${~am_}#}B|Hr+-)M#!t@(}g=rKuo^r^!noAV7)sXSYvU=d}Mbl6ky} z+2WdxY#O>-1N;|RF}{HzIm{~3a^j2v^Z6BwFZciK+?j|Q;{(z~t=vqK+Ga|5eZwi$ zeESMxupJU@cKg7{SZ=I{WC907ap9705!U@6rbbL1YX-jMyE^ob`i@^w)GJy>@Pf0x zfN4LQQAkcP_!32_G`N2Kl3ZZ`xN2{DmGB;v3*5fQ+r^5k}sHVN=*6c zlX+T6*GG&eF|tnSctC|F=3(c(sy3;fhse-3S71^!M&one~<*?j4}4T1CMId>=OZIkh{4{6_D zZ)-On5SW+X%S0i=Pf)K)Btomrw7;W-jDT}S)HE#dJhFdOLepI+`v2wrpcQ+>CM0-; zB|dZEiVa#E!Ps?X?4D1^oJSa|(tu8RP~NW&ssK(CiP|XQHM=`q?vej_y!EXd2lyziX#-Iy4JFV@~F8*Rb~D;(zg{W+IDTh2hQOJ z=$NH-m>TZY@;v%vdwcqTe(D-^_rmdxKca{n9|@&%Dw(_pLWH#Eg=-pj(v7JL4X9`b zauo%UwB=+HNG?MWb7Nre%r^VLOsUSb8lw_<5^(y*gN?n3)hT`?e45ZHGP)2BZQz-| zd^^0_+v>NxIbQsxsz6n92-gbd2hH_sQ>ad=&>}#graneRq=AOFcRH~Pmp=!doUnb3 zqzDW6+?f>+>x<)KDGg8oN{GViJB;6Ma;Exlr-4jJUVFji&m7moMp>JZCZvHYkQ|ALqU(Ul09)9EhB-ia_=D9y#4p2C}0{VxkMK7iR z@^;mPJ2Olr`nbGO4L`YZc1;aBA8E}tNU<>z4&A5tGK@4}@|k@z32AnPLC3?APJK8i zciD)Inc9C2#{kU8)Cl*D6xE;!u4^m$tPA6ukB8q-8LUXoySXw@oR%*apx}{#+$|4r zms?n`$6>EYGtIQ+b0K)0DcaTgZu3AE%+wID!b? z(X}|A>}3sVB=zL`u60BEQn%8%Gj4u{E44DrDW^Q4p#W2M*=wVDSkUgt5tf zqPaMeT1wznWLmjb86iq7l$I6^HIGYNk9|2wP7<-uLqj+sAZ*hy{t&1&y0$P63A!B1_brlWW$cPI9cN%j`lb^#%wE!9aZX!fA~t>{oBeW*&Wi1pzPn?c;1Ct%?PR zd>K={5N&P8IFV<4fceMH_nWQNJ(;qU5a-^GEo;RCXuBPG(6jkPd;r?Yg}nM>|yof&MYW`W7h1=BnaF=rIZWKr6cYFX=ltL>saHulbZVK?rKDG3!L_R5^$b?#p&XwA-;Q#q; zST5}M_e@Y7Uf|bWukuJ=)B=6h6GL3|oSUbs#JEC$P;&_0V=G7kz@u~W@|016ui#xZ z30R-Nyx1@$Idmh376S?eIIG)L%pMQE3$4G54I9<(Bjivc>miVMnH`Os7?l=q$EXjK zi-L3(?uhVQ^nn9T4K}x%ow<2wa`MvS#TuR`9U$qa<|`=X@k1@DC{rz}e0Sg-Morze zmD1bq@dsb9XsoWj`a8DzoCbNm=lDU$7#yOFVHIoJ0xEwI+>2SnR9MKAc^~PVHdL!; zwY#%CD`=&U!$oRIs)pejNe| z2h@0J50p!nd&_Zn?|ZK}j9+wcLPl}QQkG|7ntwP_*r0JWziR1m+Y;{SabLP9FiwGx zi-+yLTDP?>Hr#F4Glgaga`?utqrMZI%mp_?v((8Lr6QkXqo}1zT51-@*D@}_#;PnH zQW%PeCS~ntkR>^oI4?G0QHPE|q%@4yq@9d=liEL+S|`$EG$W=xEr zOI1Oap-FH#norj9;-Ol-D{`zbm+0d}nSAwSUl6=SBPV_J3a1)`bQn|ZW%8RulfbV` z1J&YqXQ=m5BR~1Bwt@M4HZ`KCKvI&9Q7ST;z~*TCa{jo$tmEi(+U}qogZ>JcXZD^< zn#IQ`V6W%rHirZx58z%kuG3Uf+>~ZO@*FXSV4qtF{(;Xb3UoYNrV`QTi8$w>`55Yh z5$e;D-l^*XvSz;&=<2r4f^yJlCfGTk$*F%8Q4E6)%-4f<-=Y#_Le;Pq2cp??2$|H< z1~(#!oykQCyMLMep(Q?@CpOx}F3!+c$0~}$`-pJ8twn|Q{(zZ_>OgAUQC6l$VWBW- z#u(R_qEO|Sgrbm;2OuLj~3S35}fJsego1&#r1Cq6e)NArpgF?@xUK0vzDh zA`cH$`wp!dm6yO|cmVVyD560=hLO=9!vtx?Vatk-xGR3DJL1GNX<0^oO_+D=okk z2hO4j?)=>jFZ-tbE1AE#s+6W7$=)ea$T}Z|%PV(fl7!N%laHQ&`_myjnG_%e@*oZ@ zz)Jm$6u}dGcvZc46i(F@c3rQyjFN&%fNE3 zifkPImG9PW=mv!n%f)Bp6rjy4#G+y`f0;eoMsI6n8VOAB+P!LtmLVqzto3R0UR%Ds zz#jF0CWIf@h&neY?THg;SQs>7>LQ#RBoEc-$yPi*o@iCl;Vd{)sW1xQyFy%q%-2Y{ zaZ_a|pwR}<)Qs$5QxcrL@Jh&?)CxG`OS-lSlNr#_KlCN4PJ;Ij?oGa(0Z^Ft`$4=4 zdO?X9(IJe>@%MtChL-knEywww?+l1Q5P@rjtMwy!z6eNu|4U8%`(|Da&YBArsEUyU zWtk+tQbUVi+eWC>_#!_BU{BMJtv-?VWS-xki7Ob2pak;Z93t9r;(TTbk0ADFoS8Gj zzM$5wH8#V_Eo*feey+1(e>1reV)Hr&5_TCxT&BB5gQZ{1nR@0y0Ieb-s*S)=;`yUY z-gayy4X~dX5>tZCeSW$^1EmfehGrgicWk#U4$IFT>`l(#H8{TnuXPo%)-L11ZKT0D zUs@nS>kOZrnJD21KKkOM7IfuX2)C(`U?EaHY#o$!(fP(HdtUTLfBzm-{8&@2Ra2mn zT2YtuOhM!~enRFMO}5jY%e_Fr4{l4e=evaKDHwnm^xrao;ZtE)#yjq-(fknfLNhI& z?7%t#(Cm%}obs~y_h18}s|NTrzh{eKPqsJ|_HLnRk0sjn@Y~tNrM72d&CPG_wQzo{ zP7y3T@#?c(X>G%*fJRmKo6k?Sd1ts_KC{YYY^dr1fwG9kk~Zqz>eg-13JI<@~0B)xRWkUSVi9KfVU8V7t!`cKpxl{71O!*iZ5*9{HM3H0F}Gs=GiX9>{@tlom}dqaxVnPK%@K64pzAWv88b8lph z&~zd6P74$>cF{*E=RPk3AV^y~*bmd&>rY+X19rAUFE<)|;CKInRv(_L&VmuT@TFtp zCgn@Mb=V=d;>=knPD|;bZgPvrz{;!tm|(6r+Co4f{O1xzLtY?vwiH{jC50NiZ=g=YFERE!QHK_o+ z34glT$Q%BQojsj#qeIrZFn5|5URT%LMKlK->S0Nd_QhbfXKmzp>eX~9K{~8iTu&;p zf4fG`Xnf{)P-HK|oe~nffjosa{T;w%*m{?X0KpO^D4x?r6BQjwnf_F;s2=Q8JvxXH(0 zML6~H}rJt`-Qv+w=t{-lt3T6mW8tE5y-b16hn?cv1W=@{|sTshMYQh zPUpq5dVe*pG-B+cCDAu^mQg{GMwJS2GXKnXpLcADU{esMWWCP3h1D zMunkjNLiurp$0rD2ac&vEcf=#Rk`1lX@F~dKmGlTiyaFL8Dak%n~E;t1&#D|f0rnb zy$_JZU{HjcxHiNmsApOPs=;YI*{RGtnn+r;~wwM+vtJm?b8FiW4IOX+^O0 zM5m(k&>in}`)!Xtw$Q6$xr`1NqM4NKC0KNY}bd+F(hPWry73yTQk(%XqqJ^Et=#6Uy_Rrcc z0Rn&aj>g^A?z*AXd1c~I%`})ku3OOa)Ud#hxVDT$A*r7Ag2zj=YZ<=bbP3 zy|>00qRQkugg>1})Ew3u7*Nh8&`xX&_G|(Djs5SGbbH>&mp3tL{=c**u(Yw@&a5Vj z%-xm&0*g}f`h$LB@z;y#YUS?6UdjBs<4@3yTQV6TOi3AV8XSpp!6-hFd%>(T>Do9f zq*!I?!7i(*ufSX$qWF_pjit@e)Gfl#J*n4HJld}DIf;<9EhJKkU2z$URdlq?Msj6I zKaS&X#puXk$~s|aE$Srx!m=Ss-q-Oc8L4YlyjqoreDm-*Vxt+_5aFW9!FiRLPQLBR z6tFI=zW+cqwHm$N`e|M+&&Ttjte-t*OqOuD6CK+1RVn;>ROi+wvr~349jzQ2;57{l zHKSq`lj?7uGc!PE;oPiD)!i?G;IaP3gra$0%{HL1*2gQNw@pBM>}+2f7aF7Qz|F3{ z7KVeHFa^7TA>8-WK8|fBIV45qR1#p#{%l9oGo11zzur)LZF8*mONT_b-_8!?crVE+ z`e5dHwg>B6vttRorfF-f^MTun(!cR`YuFt?%yjJp+t7yf0W43$pIA0c>vX*e01k`! zxVw%vIs2h=6mayf8?9}wXc=AAf@=Y~(HpDI^IFy;761Kxnk)ZqAG|T;P-uV#OLT&A zldIT2_^u!TaY=zYq&yZ%O=Ij0@wNwoPIY*3C`N4f!Ojx`$z#d-oQ}?VSdmVn9v4(N zu|W!l&x&vSK&dG~3z90r{R~!Pv(eV-cmyVyMDwy8h=l9O3FZ&tr$B1@yQ+09CreG$ zLk9)sG`f!%b#|nUmef@(Wp5Ez*R?{*o}g&|u7_-tXQ7%_(-a2Ox>q}Qk->{Vegy=t zm}#}SmVAC4`-XfcHJDA9E~l~ao|7}(mfnsd^BKS6B6U7WxbwcR`)X_8<(pvkt`gH) zK1X(NJ_gT*TPNR!mh(oD?ST`MuXH?BM)Hj_48YH?=+NLr3ApGUmGU$+ksaG_RE)`$ zP^jpW4xd(yx3pCD)MMnzivQuQNsUp`0g_^ zX5T<;va`{3(@w71TVbu$2DxoEm~=8biZV~VGU)UNG6;^Gx@szUaWIW}(&9qmGxEA6 zc6%QMCNU&pcqO9$1@>%uZzu5QOXtb4CGHu)wbfv@;@6|2pmdt`=()sgLil;F_SZO$D$=_*YneiE@gew9CrG~^1iS|uN_b9f>cIP67(?bwHg}wg~Rt%yx zD%zj8^~m}a0LUrQU&=)l^lkwFCv1_fM?RrbJr3VY*>_p=F^vb1O+6(SV9`HWQ$a4I zVHr1$HKGIe7Mu9_M#ls!{EGnng+Ig>O={zOA#W5Z;GZ15nzDwkrtJWp@6Sd^5DqC7 zFZbXnb%%Ebqfgvg#}wqWre?hbG5k|(#`G>44KFZbzrPcBw0g4O_76n{1xSFLe~>wD z_4r8vUakz-w_Hzo|Emz3etKTM`>ltWy`9*9o)U^cc+wY&XBA;Iz`4qyPfPw+QD_CA zg(w43lvI#-R-CS2-An4w1O z;=fZhmU#oCoR#@7uty_g@FhT&QAsf%&8A?GfHaX=--uB|)mKSPP*YKDP(1&fL5BJ8 zt6|Bd$JO%pBQHZ)v0vP<5?{U|0!g|#&c%66IW%0i8)Q{xw>mCa*JNBiF3H+B((j~a z1U0OtD|S%s$nmtPh{h3*2mN2-&Nd~cib-%zg|h;bbCn6_p978zy*T)yr$v~Cur%TO znAI`H*0r6~C-cA+6g<3v<~{3#vQvh>Kv#1UzbBWA30f5Og(U*WfZ&#_8T%kXxglrt zP3M9zsc~fektv}Y3pe!(hqb5%77|6D#{X?+O`M0<|lKe)UDql3Xf z7u*W8bSBp1jLo@6cGWlhT%{TNo9x>9;U?kNe|gWM$ZT>PTJYGUSe=8$CO9;Vs- zDt@Q|)418_ z5Ah@YX7u|&a&%(#r`xAe^UA{{nGa)Xe4)lMK46Ae*jWj)X1=xu5gRjHd{WJ-h4ESGf9%zp(%Op_O%R<91dl*u^bsM`aFq zZ{8mvGjXYKmvRy$wI<=j%CE`A$r-Q0F9#<;`R*0OM>tPiuat@u5~n`!3ZsOZwJ|Mb zJ5>-<3<9M6YshWyO;cR0x6HuhKVH!1p~>Tyu?5UH2Z36nP(pk9zNgCP9`}-fuJ~^D z3vlJwhk%xq(*+d^fT$dDtB*ET6?#fD?P(~po;kSRLKXr9XRHt~VBH8p)`gAAV>dG2 z2=iu;VpZwY`22D#8Vxw?ux2R~(z>@as(|mX`w8=fQYP{LNq}+u8cVtaEtyA822s=ef(0rB zrs&9!wT;fLfwPI5)Vr9nG#9C0Iq-+1wqGZ|8#0Ckx&9a#RnVRV&+k0n-{ ze50{KfD!eJWI?$xws*;}MSWyO2r%)Ym#h`aI8p~nzXHUH&YAAnljfF^FE1onvD&C) z$TFd!Uc9fg0dc@7&~T!)Q_9zQ#OaK(^{nF4d(OhCF-?@*n$$MK&a0*@Ey7S}j?7_l z^ZhTzW9CRl6<%M;y^_foY=PLa2C6n9O>dNvG9F>=p}vj_(>YlG#u3-kY#1aX?cCsK zw1xn*eJWoVSGYSeE140LK+)HER2+cJX)p|MHfSBy_6%joZJ@~Z0P^P!Mc802t1i5Eq z1ePOq|ET5dXzMks=ZKF05~EU!>R0^az{m+d5Ys;96%5UO1loyb3#G*5PN*cv`Xdj- zz;D#ODBk+qR{L; zm1DGjc;V>fwBKK~*~xrmoQmcnTk7+GrbIm&cTB)lFrL%F>s%94&?youJ-pdawy3F$ zE^#KD;}L@GJONmJoaFmM=u`J$N*bYHIFZZMdC?F^KCEL2nxA^c{h)=W{A zPi(X7zKJD2s7RqK!xf}M$G&}E2rCrm@JgAK56<>zJdY%KWbItLuGWuh?vS(;FEMv- zj4u9HWg^bo)v=m(5b?L5IQ#i_t9<7f^o3sH7VFoWctKCe09vI=2uh_6P216F+N`B$ zyB#v5rlSjiV6F}x^J7t))yxQi1?slCcK*WR>DFl@(dG3w}ijroY zyGx_A`PS{1JRLwkjT?H7geaCPNLanY09a5@^4MN#?=w5FGDFR8JE;rK&xc;{$RAa% zVA{*v1g4gN!$7zu-jz2t<*evtE*7E0XYLl85X;-L3X;(x;IXq2wdnQ}+2gP5H!q~m zm>WxhsJ>KsQZf(GRK7P-UVVLOuOhwwYOSI}EbFgI4dn(P6`Y*)Ji*RO&u^HACJ47i zqsZb{M?mesF>y{uLsZPRnnZy~u>IQw09lrR1-o?A>J~qs^^Tvilv&(%#)H$%;aA)S zZiIf*C(wVlP5{r)nXhwyLZORa`E!cwu?bY4idMr^RftS|5Gs%OpWk7i>Dhg1N$4mLHCyBbME=nKn z5bRU4XAk9bt*|$?N~mI&`pjMvQy!W~UG`M#mwY?_d5}to=xP>EjNsPW8I+iqD41)u z)#YtvCCyk4ytom|c)^vfw9QQRuDvU{mwVMMBL_~aTr*pll58uOfYEpeaXSgg*<2KY zcQm(*^IZv3ln^LJKQ3z7$2Qp|7CcsEH1G~%9r_&P)g#tme$64aM${l|^2msMxk|Vz zcxW-qEK;ci!A}BZ7?7-<>5Blp#FyCC5J`l3*OSGs1Q@0X51>Tc|J1Su1V&ZGLcy4E zDy4;_aG+d9>h3hUyFK28aU0i2?)) z3I@j7DrS3E+vRCn)wsq|T{#`=Krl6N-e(wMZ4c4U$g|%)uAG?;J{aPqOqgiB1*abN zz&RWb-DR>;C%B(luipM_#hUNVnD0nIZRg5IAngRsWzg>!;K=LH;Pl0-p3ZvHwy@VY z!cxoBlBeI13b`|q{WKju`{>ue%Ss=p+j)WUjana7Jz7Z;kl?_GeCA}P`yubojV>!h z&RaOCAMXD`s_$TfXBepN%F}F>*A!~_vRhRm;xnsBOc}oS%mk|Uy$qH*&U0L+S`fcg*x?!XXJUU!A4FYQN>@?= z2bMGfwr?%8bmzQn;5UA!mZCbiXWg}nflR{hkuB~0A+^nJkz`oi^pU;x=l2W&5LOm&WA=;m0>{<}9fA0kE_1ZTq^(BFCN6G7cP87Mm75m0EUg+K0) z8>PAV{ELT(6Lb8ZWUfz9HaUynw_T0uXamJ$S=US8$cEmbWL3nD(Q9&1D?+{B+-0Y)t|D9hi~rL=Ny5NK2?JYu_2;2*A(fWX5FRII&i-T zom-h|!IW1Uo|xb&zb8#lTL7y ztckE6D!I3L*ggC#7LHWX7B)XwT9#n#4mMIfW{TE=cdrE11E+!~Mdop}*-B;cmT;`c z^A1|fOd!ZF4|V5KaQy2d<|SBZt+S=4xRE6wNW)~{PJlRr!AQqnh_T^ zq$IcfsogyAmxNBqzEPy24Z@>6jPi??UXqT~GzF3zI|o=TgP=x%1kepTtVLZoLeNSf z?wuXxc*|lU{a$6e7qU{~J8_OhFa3dM0P-zG`J=&82n0wGL4bv;QDoUhihS2$Jc^TV z{-e1fwlBU$&8zR%o3rTFDh%)*-=Y+J#6?%UIITb4D+3X;oTa~31@rvSP(E_8ewX~( zCg|=_tN@RM8H`+aPd!VL6FlDVj(3Y>{nDe7MgQOC(F?hf!EukpeX52y)N^SHj z!Xu=c6?w>=6V{~m)E%1Jt;EKUAV#nHo}T8`x|tsaO+CD+m^Q`%T0_d<6%!}gVQ1{} zJu3$Cl)sWwh^&nRlH+9vb@jNIiJzUSE@5$R=3dTW36P z;Q(hJ!>}CKOSq0NVnT3L9H%^Nn%cpNUl`UwOuVMWiOAhLE`dPrk43Jb-jhDpVvG0Y z2wcA&4u0dWMKFfQ2qitE498kz_bvKff=>CtJa*G(n1=+I0ik>-DS1g4Wh$Dk)s{|> z+Tk2AC)`FvP%sg-UyX*Cfd%yQ`GD0_$5VU96}#@NUMN)?cS9Z{A`yRyu$g zl&t#c?zi|iyy07pjNxhXiqp*40KFN zoaZBEpc%9B&{#nydnf`%($SBC-i1!TpO_G@Uye@(<95ov$a{S2@r*2k#%SFlYo&jO zyN|oYl$~hOq@S2N1Y;TYH=P#)9yGIWnJSd}*6s=IZ|8(UzO#H+K!Ht0FsU~5G^wtX z&?8ZREk8=%0Okly2i_DBp{gAOV=rn=gR5SzqN7FoxW=CBWPE_1+3HPOzdzxcJ${~d zU`T$F**zF&UUJ;w{X}!n_aTLJWPn3YFhAL9P2rfwo>D&NEJ?L@u_xqlduz1u1JgQT z&(%?nk}KJ6$A>VYSYVV5tL?`1$_A5VDeYsPJpP*4?>`UENFm^3jj>x?Tsxh=nJWb= zQfp}1yo9Cg^+gj((^E!tCTxOeoDEyal3gAIlZ!ikd^t@<5H_+%A)nU)1iF;&LEixw zf>Bvv?UYlg(53(z-|uFQ+Px{b8tCOiYvaJn(Vwg3SL~{|*kh^4?v9i_bwH2S;?5wz zijD=dI-W(7wL01HFrhyDv8LvU5@a1omDK9;IUN(tmV)j0yytuVvRl4AeQ0J4X=ZbD zx=)F~DEOMwYb=;2*+?XTq}vYF2YGIO0;RrJbBwB#a2D8FDo*d2Vkl!GaZ}m#?JJ5O z7WoOf5s0oSZ+1vCTDsyx7sj8|&}imyB!|*4a@Sm?yIw2r%9Vq%NC(HQsyr;xfBb08 zP>&o{d1+;{b5|a0Gi$(wc2qK&V*j#xC_NgxZr?LJBU?15=>Zo43#YcayY zhX|xv^d8wyduF`0M1~6pXwigpkUw4KSWp@&ohU4SaV)EETQO2a`qz7F)|I#DljL4n z=~Up^yKKK=H<{Kw5+|3XF!&89>@yMmWJ8{iEU$5J5oj+l+t0l?Zz~|;&>kpK+T3DDc% z-nE5RyqXOab_xr0mTU|CnFra$S|@85CcjVRsdY(hOQH0?10eu+L#pv6<|j{yGj{_7 zG!5rG+6aC9h+Y&rBf7*0e%KsHiClDl|I%?}Lhg62k5jT8vB*(_a{xzwN4NuPr znF&^(kU|N6WQNaDlx+GO^e$-%Xzn zFV`@LYt+$P$*wC`^Md;4oWXLa!R*8QbjI&xmW839&x zJvdH3;~*?}iEkQ(5k)H2T+$Yq$lfw6tt?P1#^mtoZK-uoeLO8pDJQ@vBeLa4JT@1L zo5vn$`wkau#P^iGEwYD7wz9t!sKD0O?i9%vD4u>o8w9xi@&0#5h|Hmt&=F)*W|~RZ zd*MaJ18oi3SAx`u(7yI`SG(ZX+5@sAqFp(<)&+$7-7FL+jE6()o#|Mvms4)O;y5LV zN;o8FC{KowOvqjcR{FKIKtEPNxi6Q`?3&^=qMmyO{mm~I-*L95LW-R+0tKojBKG~M z?=NDXq6daUWvA@AAZ$%{!QH&6mV}r_(g9tPKHYeN~G67yRj?n@lT>ia+_5Ga}|2+KCFA zAKm;<`5STU^87L^TF1e!L zzL{}BxJvd`H3+#EzcbUlFm5gi?I7&~L)YZV!Ew(=;5_|)uhLl0gt zhV!jVjFQdHq^%?LQG{yd$tfjkZ=spV&}Hlo-SxeVA)7>y#1eex&d}7*b>V~7Qy}bU zM7Z&Ki~sbIdUH6I6D=w>PS1^3SNF)Q{_72HkWAA>mz_xeX88j!{;Zjgv{Cwt9FOVtGkJe7ns1C0DOZnZHyXW@%dr~DHrR}!A zE~TYj?`Lfg-K7B%E|AS`sMZKqlkL+H>JaBdIi8BhS;6Sg0-CUe1yF0T6HQ?qVsM~Z zf5lZlOcw)<49)=C&GRs0{6I@h$esBCDX%1=4Q|0gC-dyFV>@g!d!;8e4Zg3396iz~>Di-hZFB}RJ1o5_uk z9D^1G-5s0pvQJL(G4>GHlE;n9m*MP|H@o|ue8x%Sb}y{DCSMQ4BENm-1vb8-K`{>% zyuu(tG;vrbV+D#gM~ccLy{bew7EeJ4;IPV(mEYq3o}b8JtgJ!?(*}XW#_d7B++t4B zjU`{$GdW`g+pL|dU{99np?L5`nI%KoWP+i771W;hyfgAD9w>cGNKs*HdA0a{1~GDS z5DR4MIiw`AlP^auXKg^9IS)bH%-|DlnG5QFnFwToKi3fMuD1KUH1-3EbQqqKuoHi* zaTXdBe*^{8i~c&gJQa5;`ACd{v^b4AFa>o;(a@O{w7veB$se02Fst!RQ^j6I| z7<%tQ5cpD;$l|SxNgo^_z)hLCAUb)qISR|!YV{_Q1g`6#G`d~ySH6EdZRr7tAtg62 zjagjfQ0%KzXPu}D$uSS%*686ksJGj({jQm|q*%*Bx33N$@`9%)b%#b@?z-4CM-krl zEC?^)+vT-oJRtw@3_ePQoq`y6siF6O&%Z|9B-ZX7p{J-Z5qsG=cPTN)zPY*TaO)Y% z(D!*a(eW)vrzjz9#ZOE#v!yPw4DgW@Ch6xB&Fvcxg@00?d2GfLf&%g%_ml;!`*@^+ zw2kzi&*K@?fzRU*o9q^^GwQLNJ0(714Qzi>VSnWakzL>s zFnYtda;U*?Z*a+<=#4w_cr?ZBiV^^7`V4$erNg#y|&H?V?d7YxiPr zSaHe6NA`5ex#~ai*V^I@3IylPGU1tMNI@6Fg7H8}6oxEaoWmb{x;>bR>!k_X5#z;@ zlrIatHgdq;%u~_&WxdWh5cb@+p#Q^NEln@=nLqe7)~stp3`}yB-P;8%w2-@gsVBUP zG{#9hAdVf|6ecna>&e9fj#NRBT9bsS{iGson8 z{-uLX`fTZ*_%d2E$hQ5JOodul!bQf)?6j|W}5|KHGzKLAGZ$*zT#T0 za9g_T9#*pI9Vz+dY;9nLz!9a+l;CYot)AhWF0Jh8viMaW?wwh2)A>VJZ7-B&@^oFC zPt`H)Sj9TCi3<4c4Y6j3(a`iP02NCq;}D``Xfqy#2kVTdoFenNnZi zYmsIK@;chM+YJcybPBd?^>$JAvIAP6FmzZBAEPY~IUKvEt*BH%qQ#=Nks%dM;{L++ z*#tj*716+~zKd$m*?CV$eXDCh)qRn?cnb6!NsF`H@WobS3dU${yITCnZ+tjQdwV^l z&&^22ZscueYm(Y%2SpW}n)$#X{vMgwI`DD|m zak0DW@UWoz^r!)m*+1h?q2Eq=%mwkPpkl5P&byoqA_=wK?s73}_N}U_DxOUG^chzM z>!!5ySX~Mz*BIe}eq@9#vP64EPC$#TSyN7}* zykjbvd7qew1z~RY6bKI%zEL?nJPP=@of#J%PNe3ml<)2C#>K^PcKO-TtF<=r#Pk8H>fdn!=_dojuTietJDLnjzN8DrH%oJ*UWBskK$gaii~^!1@r@VBMPugQ12J}##A zTdXd0DE}f2~Kz*c8K>s_u)1)sD2btfU2|%klJ3mXpl#>57HDElDQxSY^`vPH+hNjcYa8c)^-zG2;V-r>q zi>s^}c#HdjIReJBb~%fD#^c*p;)Ofo)QGerUv;0D@3<7kJ+1W-B{WT`7K~KU4rd-_ zxa^9s^;)_G?yCk@{8wT@LXEY3b^MhH@g_lBCDCpzQyZi9H$9Qy&(WYMmyp2Z%%3S6 zn^g@Vfg15|h~}4Pfk`f7HWC$8eqP)7lySIC{4W>OhAO13?t~wnE1q~*S4Z0f6A_;~ z1KyfaSrF?N2imKYXbZ*yc`AiQWRu*;PO;w3l8fYAu99?;WTG)?l5+U z(0(({bsdC5%ufQBLR%SMQ~CWs1yf7Z>0q!)9JjO*li)-04g{n4qU*fKbydzCI zv}A*%OHweAV7jnH6MrM|#WkHPh13pDMmxhyqa$%}91w?!(U@x7svpcNE6E|6HTe8w z7&hqM8T}u{`tvbq*;z?_QEEm)=vZE5EpU;8^u0WlzM$ArhU70-b8RBtf<$WnCSL9# zQB|T%P!nOW^YO)K{HeJQpj_~|=BMkqhrv&`ReUmX+@e>aPQew4V8fDlxzhm@W=|&@ z^rr}rYe#)`?r?+LR#4v6@a#D^11w3_n|EH;f)u)JpFN7`%k5^XckPkV!(ydFpJ|Uf z4>UCB?E@ioaONcd2!d>ciXJm|8*{GB%Q?b1AKzSavq#Mbv$yXNAJWs!YKud2t-rt| z<_0apSZ@dNVkgc15CO2@Fi#-tv9d18w$($Z|0EpmFcHWF=eFPa{yEi(nx@_|-${BCx2m^gLUayN=ZGyUsdFxqgC&@P=%(E`7MAlYkU*znLC2 zA&R`;U!c@>B=(0~B&{`yufp~EuM!J|c34S%PC|w2ZpI~_jeHBL`Vk%Cs&>NNTsV)f z<{s>a@gCP(NM-X9dL8}1agEtl4Xl(9G1=Iy5imMw1(MHP zqi%+{sv!!MdWG(5gQ+MPE$P0}h9(eIQGmj6i{Sb`5i_mUq@DZ+YxzspRE72kn&B@G zl=Bgzsi&`LjL+!zY#L?9Y+r%8U9o`1HxIqyfHo}+ z6hUwpd}Pd?nKzbHHAF_JIvE3Ft!-?|9*}p7^($4(RRM&=yfFfsAh4ugSE@f1{@WEc z;?hmpa<>M}FU}Pd2ndLCz?NpnHnJ#g99`csxRhLiVh-D% z+5qwl^PZaQE_{z|^yQ?=WG4H>I8?3bcP$TkNCA-`j8V})It|e~CFca@vtHtd6_XNE2&4{NB z2=m*L;>J0}*OtuXVq*JGgrc(c2HfMAN-gI6;1UwzGt4>V=u5W^L|p0XUG1DcFLz^2 z0oBjDSyp-vA9;O+bj%zxcUQO{2Gqqb);QJv*=(GaxRtXuH*pQ&`xM#s=Nj7onn})_ z;(qxFTphfvaBc91w2JenS-EYuXeI3(Nkw@0BMKZ z5kv-4&bIy}Ge`C3!_Jas3K8NY?G2lCK|xn@GU>50=J3gHLxG{X=6_W|jqO-DO{$eS zB^qc)r-EGH4MZJWNm*fT?BAMz-8*()5{kZDL>>Id| z5-xngG9qv^+|vUI#+0O_CfBRYO`V@TCb(8HA=b#&*Dm7r9O5Q%r!RvACMUiXWsSdy zF;^_v(iEf($p_GlnM9DjTO6D%&u#F~(pn!)vF>Vq#PqwfORRJ!G#5QRDy+&T1}q!_ zqmS>!c#Rj-=a?rkoSP>XnumrI?yet|3S8a2pDQT*7LG>C^$qG9clPD{rl;gJ zrYlCKg1cmx0MS2_50Cl}<-&X1Cv02fh7FOKF1o!yX(C$OnesZL2d1e@o?lfbm} zEURE_4i=yeeNK_AY}iV)FsUHbgXCh$ePOlv4tIr5ZiAsu#CR%6_?`$9(%A~F&S-(E zjPH(@YbJd%E|Q$CfH#Sybpz=O43)wWQnS}h9y8jlmlTZ*08#D8^zbCOI5PUOr*bzz z_~{7cu$QO*#f%jXGc{}dF@9PAPHly@u6BNXFweulbt%L$@>qo&L<(*JQ3e+LnF@4u zetJ#D_>MP6Yv|(pOpo{4y(VE|BzI#veBs1Ty|kU|*-IK7p1d<(l@dT8@);+a2y7Px zDPgIQHSmt>y7p1$_MyY4*L&oQ+CQNejtrQd0`z8WDT-rm-2X$?KSoE|HethPGO_Js zGO=wZ6HaW~wv&l%O>Adk+qP}n6YIO~=iBevd+oP>^p9ShtnTU)RR^j7!jyq-OeD4L9ifV*zI=W`#c`2>&Tjj?Z!wL19n3~>-PN;(`?r)73T06zdr{lUJKA8 z+|Ww?2l5IBJ^My+djzcUTS5L>n~lF8BsvNvvT3OVA4-?y59vye#huD!h8Km);X?tWI8#CeVfb>~u84GUc0 zY-@sW6UQ$yR&(fw6oUYYfKUGLJ4hc1)4i`S0Ei^&3?OF{{&;?Z4?J$;L_QpBrvS1A zO1U{|bLHLr3E%43@JpIS-VU&x`PQ~Q2tu=^?VhMM&;jhb(7c-1+#=wR@ z!6Dxv%>U5>bnpi(Rq*!fMtb$?0H{az#)J{iY62p_I4r`dPF?2JyQRK0os#|o(}8*T zkr$*CTp?w+T_9%mz=C{q0aBbAsApWislJj z#O43Yx=hQYAzuiDA>#G@b82KOvAZrJi-meM`p^E8H{0WUw2J&e$j|KQ&g7e*E&?bG z_Q@bnb$f(hJ=VW+hrHaD@Zpc`k9)NJPIdvfCE~`+J(sNZrMm}+-#8_hm8srH&Y%B>v6D=l!tG?!Q6%K2Nl0?c?{rxQ^;7OE1O+m| zXJj2Rr*^;(=0bgqe{2k@>j;7c#h=~ZVBggxs7R#Z^Iz1J zV^`|57X<*0SR#nGb6swGuou;FVfbPJ^zezGUq1KMTX4Y(t-uHmO9h{ve#l@g{xsA| z9PNME-w(!M&FFlXH27h5LdpMX?~xIBmvx=S*bLfZ*J*p0C&DW2j;)e3t7VBpzlDC+>Kn zB$c_DFp+=^IR0#H*2KIp1IEpFWQhBLkJT=$>C>$E5`R;n1$2`KZlg}z+58S*kHS)_O7AY za{1qL5?_vu_j?zY(^5UYB(4Z8485mqhDe@bcDC5Ze4CLDAM=t`@5U$FzIgd!N`}+2 zNm3NvQ^Ot9#J_(Z>@T1t(3>$pr%tvR))>m9^tlr1R)+z2S_L8Rj1e1Q&#Mjs;kV(p zDR>~7;B9xW%BDWcPJiH1$RZ6rZb2m3@DyK+c($rxsuh*RY>8AF+X%C= zpl>N?M+E0-h=ar+Jc=6xJ2!ApH_^@;v{-Q+BS#pDt5(U!Hvi1@Y%x(-MJEoDYth{u zjjYc4$AL)s_&bW9cPm&xtU@R+p0R(+JOF<~`yM4NX&divstaeL^6nEqD;(dfVUtT^ zCvCFodgLQ#!6z5RR0}1rB)=p1cKJVn5BtaheVJzOAafsYDy}Kx@e+|V!u+5_(|hrw zaHP(Q6yWeQSH7JC1qjc?c219GS;UXP`8L-*m1Rd0WPr4}dJ#RwS?b&6-4YOOfwHPv zZp^d&b-a7IK=bgj63j#!wVTM|&UHJ69$3=t8I*?7!K9+b+ugb9@Vh^{Ew|yWYAG) zjs&}&IFWE&W6tN-*5}ch)5sV(B`#zn56gh6*N^*DC~stMWs}wsPE7xh3b)=$RQa3M z854xMM9X-hpy?Afpa>iZ7LikMn*a!1oMCr3@^^2Wf>T986(c@-gD*fJit&nQEphPd zK9i<6Ki`048jfw?&;Ns3bVP}tK=l>WpD?o`&84PLGCmP@H^V`dO}{MN4pK z!h1zZG8XxxxoP?YOudPw+Qx8@%1`e2EZ&b(casZ*$Yx2KZI9Kv8gWL}Q(nvp^$o&nAqC|U zyF{Z=7oLLX$cUvTu2Tul@aza#Qt!tMY&QY9#{w0M>%KZ5@i1F*<0cT%stTlAMqBw!lah>L z`265NiKSmt9k#_21__i2_aXf8tBV~TQC3UwYV%U#b0q&MCUR-ytxD|#3wkwT0>L84 zEzcFo9bEe+2mdM2A1bL^zUHlYPL(i^)i_Ts!|5@A6v3t~Y_WBEhD72hr@atURsNvM zz*fRl<_oMx1MNc3c=B;dKszY^QXnVekCA#gz|6BOs=quR%(a)|4wjLugH5l05<7)N zctFT(Zc0(mj>#VtLGAigiIzWIM&2CaZ}aW?F@F)sZe4k!gvmn9=ZCnNTDG>V4O#(M zbUDTmJn2H##*tgKCXiq79t_>>a}1vD`IckjWLP;pRMzgaY$ejhuv}R~Wn&u=lO{_7 zDhoFx4zE&ivHKD8k68BP^e?7tfg!x8uvdG3y43k=KuV_6mx^IwRT)hOOJafml#==! zJdF|WSHv7ccb{zBIAM+9z>CwcO)9jqBCi2eK#54nSGKje_;0cz%bl9$T?7o$)wj!LL^M1h zn=Bz0K{#fr{`~04=^{nQ5LBF>E_4y(g^Iiz(gTZh=qd3kxlj3l?1KTQJuT_|q<`4J z8{&U@pJN|K;9&LLdIR(uKuz*I1y{N}+Gc=OSs5zf^2_STCvOxUeYqy;^^YrIA1$vI ztOl60-!(Y;aq8`Jp@u!oLfy13QYypWvHO79II|5W)q4C1h^E4yBh z1hOM8K*s15U0>We@`74iJvjcW1k(Z)?v-GjC6%+sx^gm0D+c1`uk%|A^@#hoA_t^Is8A`44f8Xqz>q; z={9Z(Y%|p9jSjWfwp9yrs;#biwJN)yYZENnQ{*c8U}r>orYX4e%&KXF&Sq zeS6=8-dUo(_p{C5-xf^znnYL@<<3VU{DaXxv8jkXYmQ1*a=?=t(L&aQq>;(K4GwQt zq6|O|@!RM7UDMYwgua}+$VzNRo3uNM->=(bSK3bEO}J<9taKO|8e4DC54-s1zL_i5 zSGWEs;+bjsC8sAfFs$90F79^nG}wj=L~i(cFU>*K(kAM^V}hOO$x9aVZp9odIQ~mV zUy9o|>N+e#f7)KA&;iTYk0zHUWVt8J5WjHfoBMZ1%)xJ&7OGyg_5^D#d|K{bxLfH{ zU}`(0`$$?I=c%h{-{9~^^48K}u9m*Pc(TR*kGYDOD?IT2E7VvI0V{QDPtu^l^S5hu z&-xNyDNRcV?qR7*zvhzLjRui5dq7y?d5b)hn@jl%+F!A@Vyn>PaGXZ^u5J*4IlIE4A6%s^sPH z|H51Dw24c;9BWLWSyiSG^(@~kqGZ4?JW$1(9<^mLB)N3d2I$k03V#)|7cQA6$e72Y zHuLXM9Od#ll{>}JQ8ye!8QVZZw(pyxL+GT)`@#wY=Lsw6y)jx*mH0g2CLf6UzKARG zR`Y#(oa`mHPU*FM5~gGf7iKjK46tCrrO01AR;vQ1UFVn=9>nrxXkx$7v`G0@Kzdn+!A7Ba=K-SG)PZ7gWUxj7;dMG8fRzQToL$c zR#XqVq|{%UeqZaY#xdV{D9B_m8Ke#Tyr~+j)A5Mn`0gl+k1#atJd+5w0j={Z)!=#iTz`gf;T$<^r`lhhZg~O@GGz0B!_JB zBgpiHff4L{p9U9}o*6pzXHyOXs=If}*7s_un!noyMwK#fN9bZP2TIE#jR6n>ClppD z>p=6`r(Xahe!B5U-yLazm)1NKa1hbNT~@Xjoe0Es|3TSG{%^cQlwP`ooT>P&5p(Fh z2*|drH44a;PQ1RtPlgk_j+;KXX}+foU=q&iI$SHQxt&K-{x7{7YbnH~LHdmC3n(+Z z^!1D+Na8O(U_hD*-QZ!8%9#j)6g6cf<0k4h{a-5^ORHuAJETC4^()#g=^sO(fNKHj z8gH}(Ip(1DOuA%>%pb}0{ubXp0YOw%J9G6%NItSlr-a^F|7-xl4C zOK);HGT%nh#0PJ8k6y$|tx6~G=U^lh{KXhR;ajuz1a_aniK9trJkp3g35-`my4&XP zPi$q6mJqb9X%4#tj|pCuRqnTG_P>%YQMm9e|NVIM^h(CR#!Wi-qmeme(c?_WBTJX$jf5YPQ854UEa@IB!)saDXqqcv zTgU^OZ6SmZ%7g7)xA03%5h+fq|5}tZ4NI&M?I)kT>yPI2V)owwYf`gqoP8TEHMgGR zNyx7#^<6AXlbuhMQ?JzV>K6|2IS(FuZz|ESEj5RCg?jH5^%*1qe5xDQacq*6{?@S7bSr_(> zOhBXMZz#fO+0A{KE8f1X-a;~UCoh)(MaF(_#@>V{N#h@I!Yeso4Wvm|stykhl97?6 z`50RL4`XNa&E60#hzLTh(wSDfM{wNH307&p3l#$}&Cb;cP4N~eW~#J5?mQ0L5?PCx zn3cco+9^{1Avo|au*NG*CaM80KRuIvV%mP=

m;ATG#M1Rn6AWhvz7AD)^2K`fB`Nz`&3zlBz}J_H3J;PWg7NF{7PKbJ>!ZlvQv%Pjd}L zq>7o#5p**GlPv)hu%qOrZqCq+z#!g4zL9`&W=}t1X>dym=oaV;!{*9`YqcPeL`d;gLiBF^SjDp7Lec0hrt8v^9dyZC22CN?-Az+bThV; zdut@f7Hl@V9&u&*W~~!ne6(6QSBA7{cF|+RnkTAasJT}KT2?b? z4^lX#BL7rni&6Y!iw+eN3RV0C9Nrv1ZT?R58rKHqe&sIJtfo&K09tQ&mQkkyXZ}bZ zdfLcki&P7b|BJhPJ-X!5^6q;w1)E^q@CAR@fqr7#dZaEln}zgYAm*1ZX<5?E?uOmD z&C<4(g==2AuIXGVuIvjdC#l9~kKbyJ+EkqZ@x?)^c}MOxITstlbKg+|aydo`EM=`O zM0Q;{EGW!jK#D!%`WsXtI>78HL3xN#;P;K)bjtXay~ECFZ8EtwioUhd+W!A1sPt3H z%`88htuUxW5p%oZiIp%6ZRz3hj19H*2jcuQWttvTRy>Pp3v=VWV^2qhVL>-kcuGu7|7{kwzO0zb4b|V5ASXcFa2~h)Mn(dJFKG1 zr23h+cbk<-cXT+aW1(-gSf$NVQd!WVfFb;g?|;UelTraKc$)}}XlnE|+zhMQL5EG{ z+Q1?`kr_KGtK13AH#t#~K^O35$sl@yp~hM7KZ0R+)zVC5A-(Yw`ZKo+VnC0ZviyJniG&(S5V??i1DaqDE@{9`(X!{F-q48>IJW=MI1$CB1krMrJf zGowlon~4O=5DSBKzR$y%l`!+@C7X)I2`ri_K++I3`c%S%aoC2uc-#X|MGFNl{yc@|?zP`=dtPy1Pk! zV^Acu3|91m7?B|RL&i>Zzr@Ti{SX90V_JuJ@MrC#+4f{)4))DbwUD=e@XfaQe?M%X zHzxu4asS=yk5VA@24HD z__eWp26ai(%IIO8A0(>OYHA-65ZjYHm0tj8_VTV-1^;u+I|q4hh-H7}cR3kFclOWx zQyUyU9)rnrHn$B2s2cB=yY8=#>&{MmA-COwgF<=A{DOk{xj9cSy5EF<()VFl*Dzru zNTYBAO42s9iz3L$n9CeCs%GVt#eQ+QMCbMn!Uzxsy#LE73BWwV<8qyPWyLZZik(I{zlmZJG(9&6pAJa#Zk5S|}7-lD%1yf~Ql%o(_u-zE3vxufNjm(+c= zuV2-h+l(f#Il}16GF=<}zgpt9y-jQius=OnldWZZ>GorQCN0!c{Q;UF9u8dl_KfCV z)b}t`BWTS%Q~fz$PQoST1FT~)+(*1`|9Cf)$GWW_&rlxPK5jqo`>N!HV|?wSjd)_B}O3XMAvI! zX@QcmYIxEA2hU$|Q!VW~*G_4owoQf_C^f+$re@D~)bxi6s~c<-@jJ&d z3m_ZX6MT!@5w1rri|RrtStl7H>ZZ*<^T^gPv)kb7&Zzs{7)xF^ zToPgDOgfG*515B2Y40JwIuf`(k^D)$xX~KiEk|0NTs?g*x@nAxIaK3a_i!~#-%R7{ z%G(TYdQ4XL7uwk*j8HAqwIJ}fuV9|xC^;JQj-V<=^ZUS*mZ-TIja;nB6Inf-5NZXq zo`&eU%DHt5g#Hu-{*6O%L-wkT$VG855E-XI$Uyr1wVyL3oN5!>h^Ze=Z%5zM5Eu>A zXY7!-BY{=p#5sbEJ=P_roJo^2+KfWwEEpi);)`8 zOv>yB!wG7a1S3JG6~J{Z_IvY|Kw&MU0E&QdCHGnxN#wYmyHRbnTmo^aa{bbrUI|Ao z?DU}dF^YG0{@82ddBfjOtMUSf2dRvB%j_^-D>_s1Kg^+MWDA;B4nICeKk<7a*9m|U z9)pz%NK7p7@UV*#4y27L>mn?titKk-Lw$~WsA4GM{@BTbX6tQKG%n53dJ2VWY+sLK zgb$Ew2>IGE-_y#-m-Em&AMb`pc^N(n;*q*q_x1{jT$8V4*!+&+l00vH!UC3j_%`wj zOrRRd15C3G`&ALv3fH!llJrV~td3GF?O~n12JgA;5B?c_M*g^KOxz4w^~3Y~A(HZ` zZ&64~u?>$fIVioe-kbPzYhy2yAp!ij&unNxpe?zvMx^Fz$w`imuhnGPKzaR&1qOv^ zZD|RMgmirwtnFHOoJ#MuoRAip(_Gcc&5|M&a_g-FhSLhPY!StmbyTc}|1-fO>BH2e zlUKPIij6J#E4YZXBQQ!|z!A0*zoa2SoknQ_6>W;EoZA&QZikeDxUit))J;TOynONO z@wY2R!~EfF*a5SyK>k;)&}fy^Mb|*0k;m>|Sptn27W2gny7^qv&IFXKM3xIRX(TgG z&Q`WUbF`x^ZXJhl<)&Gv)vUpCad+Eq%rLMRUz`JWt3e+2Zch82S~)kPR_=$4^##ts z{{SxF5;`Y~Y%TJwTJT#m^`}GJ{>#9N`kk%3mGdVe8e|wGtUq7AyoQ?%_??yY>v=mq zpnS;nb-3Ld+|unk3{w=%8(bHO4(T8^B%z{YirLaC1$OnHu$`*#E&sn$q71)LD7bDN zGG)Xps6$f5u)iA>k;_OGe2Xp)B>vW=3)q_O$RhJSQMEI1P>g=I%Ik+DB|VP3Svg#V zjFf5a2J304Y~f!n)~_oN{ED*W5J zgumT)#{rF^ucNkb}p&H{# zN;sIiDZVZND$}fHK*oS0Ws(18%1ZpN|MK~e=UU34mVUh-H3VfroP_l16YyN4@T>%H zIDJsMp*MghmRnYVDjY}kh?ASq8@aoAzORjCgdh!j+o_~pSlJR6=r?jr$JDAgn73VN z-Gc2g2=_|qRo{A8a>e~TgxAX5(2i)!19X*@_qP2iwcZ`Hikm1Hgv z&FyKy5k~L<_9}R-`*?+=^+{hw9TujR&kC1R) zNeV?f2I%G754nFrFw>I`$NOBafye0I!#uth{=oEB+KlF#u@YEb%kw{)oIAR`{DJGc zE#HUecgI$%8`ULyUVo{Vg{1;jpxL^PlqVtuy}Xv)X*ifL9meQ5K{zz~TWPM{?XLBa zcm_65er>aGtDBV%VloBWlC?+p;+$(p9b&U)S zVg>~`#|z8wT9G-rIIz|41;sNx)^^ zC39fS#0Cr5!orvNR`p|nAUIv%`f?|p#H;r6 zwno3+pgXsG#++P3%@h;uHj>+uzF)QM%_ovbG>9X2mDvRsLb|201F?o z-ln@F7sHjA8|IUZ(J`tN@#QzXU-TtYnxg$wR#ipc{2>mQZ3)LNg}uB8Tth#8d;jMf z5ifdyZNmieFZyQG&UQ{F;~ynx7Uo82Rza%M8~xE?`sk9lxC*R9e|C-}{gCd)H#I~m z^BOkBGV__|LA^~7V5rEwkI-c}xtka~)ym2$it|vy!PT&MH@Ru_>|#R1{#wfa1ybMB z7$*wYZm+B{Tzb=)8A&8!q`A8A$boK-x&XOYqbWgtzVSTmv9sGa7V^|0VGo1uBKoKG z(6h-ZPdF{@04bZ)dAYb>*mx7_Z&xv+|C7dZH@3#9PUUHLWCC(Hp>+DG(CQ0h>U{IvNZ}!e&m`kaSsF@j#(Y@aGso4n z;l~dD6tO23bQ}JEI{g4yl5=Nz`jJ?n-L`+#kt}M61vNUB( zNWj4#8wtYT-tOj>`8y~EGq={%6Vh9uRpDGmSU21PEE~D-FuzS0TCo0`MJu$Tx-?jI zElx8FJT21V!mb!M=_Auw(zv=@X z7R|Ejfl1Vb^!-}L_RsW5mf(@d`~J%zP2-{rmVOaUg05{tpVP<%#W+(0sve(wsMSd4 z!OtkcxKc61UGiTa@7%l|=s8h?cPCzaqzE1^sa;qq(XZDzR0DzS_U81&(J4+yP623y zsA2-|V83%$3NdJWc`B&?saB|;vLm`~UJCVCVRgtT+&B;V$#Z6m>5+*DnDJMG<9J+F zxPicu)xpItZV9&e?q(2e_vOP6^he74`AlFxBW#OFQpKs+(i)`^3q)zQF&iCW!QIGH zBqEun)ewO*EPiifvc#KNNDH%d;9JTW-1z7uFSw-bp)iVX#aGMeNgIy4g`c7u%DLY) zLITl11-=FB&_nL`!&+#2oMXoR&YA7}+aId%3G_oP1kVqMq?6EYArV92-V-aKaNOfG zz#J2FuX;hyk4$;>SiZE>4m^sx^)+)v_JCkcM=XY%p#Wj`H{M4xw>Ixl2|MVQQj4L1 ztd-0PLeV~>{`h4$$oDT>JmBNMJV6v@z$%`@K;QKJ0$XYi;pS4s4;_0>FHkP)7Tbt7 zgLM7v4g`xSV9~GnZrX6I!6K1D&gX8F!prN2F9UC8J6E|L|p zLvC&kdEheC|D67oC+|p7ZMFJ^`~DbC`W66TpahL+;76lv4bn4@$Ya_U4+WwodAnDp zTYisE+=tg6ZHsYtyAAVX&-$g$-vOV7YKJtOWy0ACGAea@1w8|PUftNJP#P~EaSTcH z#HHVl6j3XS5O@!xFrb8Fd_EG^Cs4e6;0&sXvd-c_&Xi zxPHuZV-~gP@5Znr!jCImDeHjOz&L)#TtqOxd|BjEUNQ1TUEhPMirTCK<Bi76*tRnd0tt&>=Z=0K+*jTFH5J2 zNVID_s4)rsBZfY$gSdC24LVs8RBCGu^*1qC8-3-2xOPKB*A9j&|4~{Pg1FQE%s7(< z9WR(I46%8`Ig+sR<`sKOpC0lZB2o&79DJsNU_b=*Yi|S*RCqT0HuTn?9f^nG{zY8% zXLnF(MW7u`IQ=AcfTC6aZ}>h=KE#=6Zg3?D{5u}Y&zmDgxCQdK^4sn6XDXZrx@loV zxY!`WNlJGY=wIW=8H~=L+LUKkacw;wEUuni*h=t4Cu;15YQ^ExkWa3)zi3oHi`5a_ zX@K?l%~wudP&eF1nI#sEgCa>e{h2csDt&1z>bxyx(&5VDV8c9M%~Rq`nl+jIXVI(p z0vCsQChW60D_g8FW~fpsN_VBQe_U1S@KD`(v;p&)9@Zb+V3X2{S)Yi(fJCtOjvo!z z|2W$rm#w|pD_|@hYW8<3?N{oE%0g3U{G450A`yMbxw?%&acqKdv83X(gUK;EE*Q6_ zgEaqqM|;2BzE#IS0{QBM^o8PGk}~nh#tZT=SjmYllw|$8V-U*JoKzfKT9l8u}DHFamMO*<5w z?3We(35{wP#Xzi?P(=tY7{w#@9uhgosiNP4p3jsCuFj4;4*B!fzA6Mg`o0Lit*X8r zrtG27wKe=z2x)|}zX#L=t+E)Aycn;kK<`93H2vuEoH=j$%WVlqc#Z zOv666+KXsYioWF`Iv_b-&Biu$YgGa^&;r#CaSyazkb3^B>9)Y{)-dgB^cLIYC&H@!@S zvRX_xT%(B$r1h?gV`p-f0tBKmdzA5EWEXR*mlc-^mc(u@KJ3o-}>7M!T`yXxm zg;zUHnSeGnx$N!!m2!ds`uju>uTFVYiMoi({ zRN8A`9|arey3-++ExPZL&J67mwrP>YYU82?CyKM>o){fQ)TwUTE=%Z z^adoobo{Vs3T*pREm$W=(~E!#MxX;l>g`vvKL|rMuq3>Bi?yVFc1pBimrtLVDN5fA zAMfv)iBSpZSf)D=BjK>gqk(g#tC-Zdy_~?po<-x{{E2?PW+P3?(+k;0i=FD7j0@@h_TGmUz;l zKIi(1&L!6*JN;8bB1L=}XpWI62lG?OkN1Ka7)pi#wx{k6baim+Uae9;X0Y9(#M`a< zP8}g6%cYwV1a%~6Eb}5fIHvilscutxQP!z1_r{|owZL*MtUCe{i$>!8iBHU8Yi+T& z_K3&nLi~_8C^D%A7~J9%gEhH`br{E>%0tpI+qu&tvrb!7U@#d6!0z9S#KL?stYNyk z{12!PBzMNdGtr8@`bJx_io>HBECCD<5&wf4X)|edD>-6$`mFnxpD>pM+Wtw0?8?n` zj7S-JJ4;?+?FDwsgb`}R)%Zqf&v;4PqR(w<4q8{5@k`%n_g1fO74DXE7dDOT&Jzyi zmXRD9TuKYuN&7^r4>dS!nK`MYA8a zeXqCn&5PTtJs5a|eJcbl3Nhpu)@`g%^nVQ1Ae92~VGs}Xvt|9HQ_(nS$=NtTn8^wW zmU88ejMi-NZ4_b}IOD5|*Wv9!<<->O&X+19B49BiF_4jw2?*$F*!rJ2N+y3#7L#UP zMsGk##jD47K&?AdYH}%sjkY^DXSY_lv-PTlKfj8#Ta!<26kr9*rg5dk1}VDZwAL$@ z-#()xNgDL~XVC4zq3DHW96mdDyd+M3AGGYzsx>S+hJhQXgeOT`7t0Q2a~Yuz8UZya zj^;MXDuq!{3=*c4Ek_wQ$ROL@dV;wVvWy957d@2!J0nnYNq`6i_C`du?uQ_!aB_?k zANV*uhFf_2ZN{xBgM?M)~bx7ejuSpUb9eCaiPX5wI8vFAptRk==JS zw?w??D@zxPi7VL%AXnb@t1Y^b<){;PLy4bjkRF38ss47hejv6@Hx2!b%-U3g@$D=8 zXg-KRacgUuf16an7Zw*C@bGMGY(RH5;edM%@Fp!#r3~wv+KY zACb?GLQY-jo&PQNdM!gS)4}%X}PGH?wiI;M?;(rP|_LR~qM5`bKonycm8F=2wu8`FuVtK*;4NQfAF^@6Nkrzg-$nf0oLv z#`DKPiTLbOdzK~9nTfw+V?FQ$5|%Anz@W!-8Cb!QB{#?3^;b!YW;J{=Uow+Ouh*wQ z16qcK-;82S;2dKPP0*o^QCrTiY{_52id5NzQBPt4!(w6xM;F7>Wns5H`MP6RR?{EX z;dO?ClG~xfgK^L;Zi*FM9k@;GJ2={XX4wMqlKE}Fa2b$KF*IHMC93D@i1Tw{PXA%Q z($W(LF^bZ11Wr-hCDrAxFQWmxpQM!3B5si&6c2oKK&;ogze)YhSx_ppd#lB^!r!>f zzq}LnEm4^e?evR~90ddE0S!(DwaOw%v+D0P-D=s!@dQ# zzu~*S2Yn$1p&^AzI@A}H>KbBnb%7EQ@|Y6a;Ly{Ht+8NVheqL6w35b4ROxnlzCB)^ zomqmYsHmt_>&nQ=s(zp9D<*yB+LFRn?c`H+>JT<>_k3;tAyF$#%ATvC#Sp<2$lN zyWm{BL=YRDQ*0^xeau+h@!yt8Ydth9n=ZG_f4`90{-9E^&cKmV?aIGhzEqpq%}ua~ zGo}NqiH+sQ7{9=@yi^qUTphvZYJ#IDEkzJ>u-F&tiilw}@qaY5rRMnKHddyH=`KNE zx`A^uA1;jI>lwM_-)WslZ+V(t^wEQKJQ=@n#>aXq-O=j^j|`_nVK>d&4OFhbAAWwk zxl{u6S@7P^tIFxVgcJm>=3$Ol?6*Iu%iE4dmqwHe>JHz&HTlPtzXcn4yi(zLk|yuB z-PZ9}W{z;^cQz|($J*JsdRp@hx6!ztvOb#P`0$%^CWp2+Vqe4{iCd+N_h;Qsl7g(v zsC7jGrH|p@7@z;RkO-rg2njQG-X}B?GsUgC3K_WpXo$3Jfhrm3oWwoBoU-^r<)aD7 z2|jUmIC;_ZM_Q37vK|uZrkrfN>5Q|NR+}Fss=3B@1!c59B5U#r3h`-aX>oD#N=jfL zy!1amm>iMC5c|T+qauWqq4AwNdNB-3Czv#&vVyZUiSxL%VH#1IR^`0r@Fl7Ls4j)y z<~U$qMxK$sC*|AR-eQ2b6BSNwUfM-Mbb;6x3@WcEfD68;W_m|a%yJ@RLIBx}h&TRJ ztJkxpQld{&fI6+JkNtO$uJj;KI)hRadQHAZG`gxLx$1n4;Kl+*7Uj2?c4z_q0CkQe zb|N(dLZoL8?B~CM!O!%NJQpo{5yo7qnKP;rSKm^kWLV{ATP%m7 zWUweeKT~1U@IWN0`tG`=gJ7Si_TXev#eyF=)9h+D4^tiXCM@RNZX5(V@nMRdsfs2U zvgntFFosXG*RdjRd&w>v^W^tCBRQ3z&HPon{f39~p^^1h^=ve5T^uVS#M80S-kGLG zJjrBgDA2r^*9|Y!-~%ENs#1*Z=t+~B2LDN7tRw`uG5Gy#R&IPYRsSUTi0&nRXM*cO zgv4!6jdyZx9f*o|2`5u{c8~JU{mvfT97=dc)8?VHZAcUpmuy}}-t>yqeKF{8do8-P za-6k2u=KJU<|vvO%q$OkUQ7Mm$nA$c$VxjE2Bovh#=E=~Xwjze;0;4Q^YGoqMOi4OHK?+tn%U_7nLoo^Ez&{KTe$ z=-(?TIl1jx!|2Kq3W=DAI7|4U1Zl!%yBo{3;p4^X)s?iWh^OakFx*f9J}72nqxXyB zQRl$$@bLko=*sK!vvdxBR%_zrdb3oKbmV01{~quNg^H)ZJkzu%=HIW*goK14kX&3` zx3{+wSwI7$Op}@$7dR|>Z3#KK5(`|x-@ktk*I!&+@q0Ce|72@-yH1u!6=?$065>(V zy)%OJDR%2k(H;y)eE;P2^?wKl1_T7`567~&-5n&#!GcS-R=~i(jE+jj>QGRWh!g%! z@?d~M#4oKdMlFpD3&Um+qd-U)wkh9B)&cP=KAjXt!hLfmSWuyT?RD56YJI*t6yx(M zT2v9Q(q8DO3XznCf1W3oNe9QvXt<~l3WSf`+iC&c7>x(NJ-D?6fMkR42q5@;o(+XT z7R4C2xZDnVB1f`K)~osKs%l6ejGq5a;^N|f&o~wVTcio$2Qe0I2<1mnxZ)w=qowEp z{Cx~zA?4WevKrbapYNx)nHh;o(^(-%!nG+yVG%QY;PfFs+oHUFNleT~I2y&>{XGsh z3^a5qvq{8O$-n2r=ULO>Z-NNQDs&Va>U)>ap9;$X8RAzWA|gRSLCPvB9`5c9iA}ch zKMEji-`9RvF7JL+64WgwZE7b+D9yS*vkTIVKkC<(3J^FEFi3IY$7Ez^>FekA2nkNZ z8hj*}`Zm}0#zF}?U6+)U*dl$< zu$52J)D}`4CX-qs=b=A%b&cd^f@Qj9Rk}A3i$Pafish;kbYo)!Xgt$D1JaYt=hYCY zB!yS0|7|J?sYBVs{GduPnA^-Su3A}<}@t5(jO5GD5$Bupe9 z0uGb$5`xqHMqe}-PQ2*=lM{`W?)>}c_ ziv)h-LPg#gBr1xT6lb?d*C}&^ig;D<+1^yNX;ZoW2~!TE1%ZKOR{U421|4w+tmh3$ za4xD-1N#LpKvZ90q%t_c7Petiph0@gQ92)OfrPbNFY_E^#gg~F>l=tq<~IQ-5PMYp zX%cmBY`4FSd7xKK5kscgNsxl-EuYB8uD!n+1cr!+h=86!hM!#mAO8|1i+;+or8k}j zCboPCuT={7`dnvyzH zf8NvGtzpE^L=?~;E{2V6<}5lKao>*3E9($A;x(hm6mTB~;3%fRtA9O>=7F+uD;72k z*_O9l-4LY3-9g5D=aXFan9k%<;;CZ^erAHHe>2d-C?-kt{HOdB~tb$o^NFm$*&{+DlEhNsWJb z`T0hx6DVW#i)k4R*x#&LhRU@RGJ8^b3&ReVtE2G9@Wd7K-^|tRhP1&lyS>|<&R#3V z56_)vbK<^yckpUXuZB~9_Z1g$94_uXD9Ddx5byr=Clqk1frDhbmL?imQBPr6DYjA5 z&>&gAD%t6~KDcW;^>EmHt1%u$#mh)8YFMxYu{jk0@v~}1<>N#Dbm4rMoZ6rSI|`8? z)kHQibagwK$-8qbSd1Bt##`?0UKOGlfF%k-PUMIRc{pEYc}h$lW8Gc^4zHe#(XY=Z zfury4yxF66|DN}O!yb z#LPT*0E)xkAzYdJSfO6qcM{5SKe~Dzp%jIa2jbVf?ehi(_R^btbc4)@wo*=KLG_+&lr+d*JZ+#ZiT zIY0mL#30M={HsP%tnc|~N8(0;PgT&HU_60Toz^_D92VOeSOPr7>gw)fAY0Ebd*YwM+J z2Vb=Gx^MtT!i>y8{O^PEf!Hm*^7i>j{a30WnEujnL{P2+t!4hFIQ*q z{#})|g4f0tXymKve%^yS`X2N%Z}d8!tuua4F#P?tb|>AVYda!F)qOY(X9r=Qa(z*LdINr-Z$IP3<*v*uJnf2kVP> zzqf8gq>NWbETO>E#%K%ykF+as;^;^u1v}h<;%4Q6I~(`c`Q+MrhNLSK&#VkWUH=dj%a6{;0wmnKNo^)O33?7zUPizho~q z2ylzEo~yZKEv+bdg8;J|iO#Em)oOgR)TDK-Nfo}5kJIx<4uMnkw>t4&Ti(bE$z%=& z1~=Bhl@@*_!bUVMQ&(7@fR&6YV+zBE;sMGnBIIcnNxC`5%F4=|Y@gOvM|2GX z10nCrt+)&9{DgFUB4JTcQAWlJGgSeIbNe@5>@Cz`9fCr{hf7y(+0RD!1xbQpTxvP( zbBme(9MVa0;k%X?Qy9Srgw6&HG`%F$HW6I~)|V)FTOwN`XtZ2g{Rctt6;85mo5xk_ zA__^HwQVgL1#zzAt+Z{-8zbGI?HP;;mrM00D0quBq3Q~~0|jbmD9nz#+lzjj8PN4E zR_otiY}WGrTBGiH!8_Tq@@#;rYRSr}#k^!9cZ+KpP9XU?x@{PCjch0v*F17mQO#YhC=3_GqpnM)6;EfLM48kpVwnYs#1SkYQo={aexb-@N_O2*vIvf40+5p?9&w>+uiC90AEFljx zP>>DZ{A!gV+Hi+a9+D{&(OQ2ZA*OYgk)!qLQ!@Sj#JL!Y)Mkh}}l=LeXr3nn{U=0tl;_29)CY-dh@Qsi$rmCbJ!q1N>N;I}noV`Brn zp}8YA4$k13@mj0Pj~up!U^!D=8^}+4Q$X+1lVdQpo%LWIbgp+$#4C1G^_IP%?b{7P8U*GS!Vkpxoq*Qz^ zeiQK;))7Yk7_d>PU292JQCPT0U~A7s!oy=W{D!p_jr-EQu7x+}xY>4r@t`wwW=1ul znyCBfT+od2hD#YA2Pgf__dho`T%W|OGp8mdI8WJ~8$(+?|IBQ^DTRmRt@g3qxrRD* zWSoqrFqJB24bRAn1*te3Vu*4vsTPXbJwJzkh|Rwkw`ebaH5%zu4gbKI*NsavZ$PQ{ zFTJL*sRUL2A|b3V5hAugU4_q@SlGYgE7MRVx%LZ)1|OWaMnYi$Qttts1&reL09QmO<=hBa$J;z%bq_OP#oU^oR}V zWzPME!rd>et-RHTKyEI=JxsFO{vWhkS$j+U@bqM7=RiQm$T+_B9#>ke7=@aqM@=OK zRvOj&obNTg*ig?QzO2S zSQby2=l+{z^_qh_0T1!gf3{-Q%I-~G$Kc)GrzF_;6O;EAvuyc8_s_ZbO{0ocxM26L z{%*9|?!Sz}E5wih#erFaDgtxoq2t|nQA@;cBk;vzhu`FAIK0Kcowz9p3HkES4%XH) z=FevUz7Iv?lJ36l?CdCQbPAE71I2h9*9z-sBonG|ptxT@yQX_F+hf`rKG22{%e$YFPNbQrd5J z8)Cb4d!DV_ZwB_XM4AmLcu|IZ9@+s~ONNpRA|@g%3k!>pk_4oj+Bh*~PODQtwpkX4h# z4sP6k0x>2=eBcKhtHgmJTZl8> z){-A=mLcSHgIa^?{Fjyu1cq;w!X;{W){1b?mRaBnN(8ipp@XwCOaJ-B0|kuIYUrS= z!N(9W6DRcIjxx=P>%-}fZLSt`P#jbrVJS9?m$hvNTremWvENIXRv@9rnuw_MYRhmj zJlLP+#qyO5?UP9qs|#NZV!z=Pgt_SX_o`Z|sWcaPQ%wB}s8^&W*gSf2H;8k=E>kcA!+9O8Oaum{kE`RxgV|3~f#e4%Yp`XFO&0FQzv=XjF7JyL*C{Ow z|EXX4KAwZHATXju_-pRsCYLpnLUHSDa`*9`Vre}m=||mla5glS-{rz`G#LRo`^J!@?zSE2IlC@iRb!~=o*VSto-(O1?Lza7T; zaSM+_PemaP){Yg%dOkbQj9>{zYiQS5aZLAZEYR@9cu2hUy!wPwX9I-M3?wVP1LBsr zW0rjooUad*BannC!%9YT$58dAJ(W4}$Rcz;4)mY{lZVxAFNYB?rA`^@_a+=a9?!{s zU-Vw(k*+bb-FoM2{TtrKjej!9X=y!oD|R3KZx`0Dw`f5F+wRL8V46bWGoq-<>|euwUc`dwbL$zu%Mxl) zLW$LPueFZ{5$SEJzkYI&>`)JcCyyc`@z^QG9-k=#bQtHI=^vJ}o-SR;<;y#zjc_aF zG88YUD5?H@7-_`i&QES50t^S=UD-B>ZSrU0-{Eg6aZG^sunts0W@}#(6y`K4P~Jmrz&83HX#2=e$-~2VDoA#QHr94DM5o3 z1?oli>w2Wg=gwmenOOFZ=&CrbF}Kf`lVK{dZvKjRwIr|<#VNSrFA^QjLd3+x6XWB@ zCnpQG+-YDOMhfKFmCq0sgf-7!J$ZR~O0-N&c68qQoJ$-3>Xz=qV8tc0Hk3yfz&?uy zbyc%5!*80ux3~LrG2*VJmr|nSJ1}TMf?}DGG#gz5elO^d<-=1%HM3@e^(#6;-iEuyNhaWvn!9VS^Yiay~#D1$a#kIDpCD8+q;kqERj2)6SkSq z(vCxd=G03h+%xU+^S{IPFb_8h)7y##kmia+bj7F7f4X3!hSe`Iy(K)`Q;HvSeLiH| zU{4hO#m~pwDFn+pOraQpOnBP*+0~)a;PT$=6PIN~Z&W#>!lo>3QrG>4Z{}cFTX8T+ zCbaWhgJyq&xxHGux7$`%768vr*>* zz&k&pT;XR^`7*ZR15pP8YoL33rl{87*i&ovj&~tY2yanU=l)(PWV&X36NoWAsiiDN zb}?!-ibzx0o-sJvF-*X)mhYJ>G@G1KXHXE_OHGwiqq2~LyWjxyaq`4%4q-bG;NQ~H zHZ$GNGr+goR9nl6goHWc85i;9eztGvAAJ+k|6b$jfd4tsq&M$74YI_p)=ihF{{aS7 z|0J>jlVqa`G`@0z&PH>`#=*r?sL9Z{zckP`JUyFh7A8&WJG;66gNO< z%XYL4N9!^6X4Vqzk5Qg$m(L`0;-drYIGt0{8s>_xl3km7aCmybh%RaWsi z^V~TkS)tf~#fn9LDY3J&Gb99h9qQ-LpVl1D!a{Ep#lj=O;!;6;JiKPI=+47uO*rP3 zi6*%kTUXOxkxPfuZgw{o-wMD(#mn0g`0w?6Q+aq0ayljDife20=5}xnDxFZuu>EKI zeTSmZTbMI{mBppQ3AlyvzX3d7p*+Lg)^obnGArJk9M>-~pO-|sR7mt3wwau*2#XR7 zbY8B%TPp|3J9M}XMx3^3Q}}!=doM21d*fBo=afi$B-?#wJc=ol(DkcliU%*%7S1I5 zs73T)v)x}uhKM$clcvVDyC#vFR>s3dKbaC#qo=X2nxmp|yT-m?e7PU!wl{be-b%;< z{pK1vFEs6aFytd`|0d>pf~bsB4rb)-Da4*UGI2w5qx2&l|J*L$d)q26gtzy73gi%5 zyyc7H>On1C-8SF*bBl?ax9oPrKm#DoxiEJ0`CpBb0_;LirOa>u=s?>sjy2{?es4&L^%(Gx37QJ6S7Ihr6?av2N(Y znz))om1^DUwHI>1u|lrr*CoCuV+?^oZ((#PEXaXuS1YW|BB}c_8;E`&wv3$dO7UEH z{gRNCwdw&AU=KH`3%)ysGOBIYM=Fb`c@d`+^cePKic5<3cRfY}g-- zFBJs>jb@p-=)xslghFKqFf&K+V5BFzm-?lUTc;lK)sfv__ zhK9I!aD8=HLRA&Bm6cV5E3p9!zC8~ly5Og+hn7}qJ!bRWqRS8?AKwEInrVA7rKkw` zoQ);_dqVZ953ambR8+{w$ov)2=SWymw#-E!pC7!3q@Xa(1_uZ0bePSinNWe^xX?{> z7#Zr8pjoUNM)yd0t&uBM zk2UxloB84#P7Zxa~J86mRH7xsX{F5CEWi49m zplO{T1o(Qo5`l#i$dr<9;!xA*!zt?7@A^YKwhkdYD32Z(SM~N30SZSq2?De-HrA@f zOSKWAuFfo-Z+>d99Y!Dj{m{aySXs}(8OAWv)iC&pQrW&eBSOUcFTL^VKzbm?g%NNs zc(3mI{MP}+4-4fGiKPlo81^!nT7l@$(9$Z=Wo5N;%#Y;1(=W9bLQyv`_T0K!+98-{1e^Dm^7F4FL{L8W3rNgHqDcpL~5c0~ZCM78{ed z0{nH-u)pTyF7?-I%j=3p*{X2+5L_KV1 zz=J{_H%w3db4-nHg!&s_6NU+%vgl66O_{aSuOIO@;OzYP zO7}Z=w_VU(BOR;bh2Mw+Es~RyQ;@i1>Pul^;h4`K zA_AdpB0qmY9BUIW@SYDbFN+=f4M9D?(XzI-X46qvSzXPVKBS|g;|yGTUI^=!(bHSW z3w+H;P355(IUl-th2Z2uZ_GK$8w*|k;2atnVqkz@BLbJ<{I~II4CNpoWO}$clHGzg znmFNIU&Bbfe?(vO;(Z7_+yQAXL_7Oa)!8Id@z!@|6LzVtYt4Uj6gbGb%y{~-y8A2S zG5%-k7i?J6i%3}d0VJrYsf{FAyiPm@ensIqf?g^)0tgPUjQXNFU z4~@5<^A~+i2Rh&2C>>FkPESk?5+dR39NH+MGJBH2#P<#sw0sImB z>X@I%=HjBgzZ%LcU~sjxEIB$iX#jnThi41xdP6hQE>jxkP^)Ta=)l(3G2z^1@bTlv zz`($y2rZB$ZEVVOjm2dJvhHkDAfJyGqVa6(K9nDMpu*#K@z;YT5DL{=n;(t5Bu0VW zjYck_gt(1)7h+Hyy3aIX=P5d_U1P9p!I?F(>kkBS1avZ>zZjp)MTk+P^SSH*GH%0z z@?0dQ>YiRt+X$`1ldv(7BAS_0qb8qCv6aAh}tn z1`_e6F6FeRfx~U@eLmFY+M3_aAkqO3Dk`dtjZG+gMyh!sJxKd}I%i?T`+PcKlG@5e zBt2ZPH#WL~VFP$00HM9-+E&~1`WI|waSFX6 zjf;x|M4~Nz3Vw4->n45#XUg0uG^L6&UVaIoe2Qw>lOxjCC&K?LcV=-PW*8>=rl;fi zrIx3sFO0NQH5gL>UDVWM$ar9a7%MD~ST6^L$g!?Du`^2uu{s46-Q63-DC(M;7CInY z<*)!SvZQI?SU5Rd92{tY3a74as?x&E&240qgZRWH>)z|0AQ$6K(lXu%H&rL==ExFV za4uN;hdl7v<@XHb$xj2MEA}k&46+AYS+`#6JSpFG(oF|WjBB*IIUFV<)fsi z>Khua@9!^ms&8K2RkejR6<$hw39kNcMq*gQGVINbb%|FiXFztyNW7TxrTz-3CdoBJ zd1a-Wvoj((I=N^-XQ7$)3A9ez`*dF4nrSC1u39hOLr;4)tEudo`;Gh=ygp>-FxkjP zT3l3as7+|CnI^kmKgLFxSXqDZZe@Lt;k^E3*p~;7_8E$PD@%T~T2j3@m}>PO8zLo$ znKt($b>Lo9qD_*cX`fi+b=p{Ku$l(?J}`t4fDR8AU1^F*o00q^-E$_mhaAB6o3Zhnv7UcMxN+@s-gC5i?qz-=%|mY)5Y_0+w|)H zyzd1%jrp6pF)52KG!XF(4GpM{9v&WN_PuUiWi>V3Zii?MdmpTTZy^k$SlwpX@rf41 zOEv*2r;DrWvGr$gvwLYt$?>@~V~Qu^^0$VJJlaqxNV-zzF9#b{m9ZZi_V)HaX3wbcI*oulR2*UnsiB zQUeS?h}9X%dZ;Z<>_4$#4C=XYAqvILPk7=I2KsXiW)BFQjXIw#^&!i59`aN#O}j_) zrST;E-%q;eQYDok#yS%Uzf*BKJ7`q0{`xOGN9TL4e zoTjW8283{$V|I2{QMX1Iw!U9&z~OL<^@`VFyhk6@P&*@Ot{vGvf`X{77o{LuiS_nP z&$E5PA5?}kBHR8G0>5BsUO)xISJO95dR_ico)V)4(lOA`(2KPn^RlwCGBOyF#z;s= zKrh;Udn&B)*_99?v^C!pO;e2_(F~jipgYxi{~zdTlNs7YgbO0x*MjM$t0TJ9deyyr z^b423BmwPFL5Xm5WF$fZR#tVjgVnlVcXu~*Fa;f*tafAe!1lxABOEO38s~jSiBK+_ zS&x2wzHH;SZ{jRz_o?(j^2|CZ+q*wxSg+GDCTG46C(1cKdxgUu&~Gd+N|98o-4{laLy% zl(a-e+uKTuWbcz(ERY7?d@w4J;rsT6OB>vw_6hI(yL$`FUSvghUo=>9{b369HEm@UXhX=OF$g%u9*5pb8sai-QN>QPUe(Z1Va z^r#Y-WwQVtDS=_zHq_ZFc>>H6lp@z1Vt%<=_#H3wVadrz9s`O2mrH=b+f5O=@Fe?e z!2u;1P-^t>kZgwjDR;gW8ZlXBI=#8zqy16cwK2k>BTEE6ZI^wczzs7hamr0T3{ zSv~g$yMO=8fJXp$fr9zrHlR*dn(Tly3vvJ?1TZh5q3<|9lfK*EBtNO~TL+wax6`Ib z7cb{&(_1~JIGRsFb^@dW3Rd+XR;q3|s1ip91_}!b`nR;A3%DLPa)to%92zPHaX_0i z%jIBZMva4fVS&Y}JP(Z6!X{mI-Effu+gIM})5fJX?G+WrMlx^Rkx>>=*mQJX04=co zYZ$olfXf90n6bxVeS3U6Cg1;6s)4&vJO97!HfhF*4S`<+np(6rF9CyjltDHzGa;EdWD zI4*!feIbq%G?bW5^u?k4^1B`OWF~HOtUSga)KP2QdJ4MhM0GgGOSTr7ktijThT9YH zK!rs{>QnF>`b=C~={)79?=e;phvJ5MUTpa5`20O7N>o99ecs7;lAKd%#fQ1P`~Hu| zgNv@Ax7KkuL?e0G#kh0VND0a46hyC}#WEMbMcJE{ZmW!c#JxUp4Z_)CTsg>(kVS)-$Ke8*ooQ+U5 zs-5H12@zH9vN1r!fa7DQ00TlC%7LsuzGdiA!*>j3nYm2*!+3;Iy!8Eq)$F=pba0^F z3(93u9(lq)6~5zEP3B4^mn}b?=g1$7GnktfwX}GB`t<4l*n{gwz#f3ak@|h}Tv*r& zw^FkL04z)i`sf1siYLnyxUMz4k!MY3cs`OT;0zGd8{)|L5h7ErUaq8~5*HK0=~lhI zu_404qs5p4Kt!b`BUwCXSKFC)Pk;X=z{l4HkG_7TdO7f4%h7xvo$Vl>)!aJSq#&X6 zgqa!Cy7;r8oiQh4emXvwtF$Mlx&ZrLaL{KfoIt9hscE7NDu_Y+?-L;HnTq9V=8!1} z<(G$u2WF{e2Bb>}fEiL$YP?`q+s@7#qG7y`ZK{VATiEQ6DPd5gPlu*H;zb7gctEpHJ{yQpZIL|Avcw2M@6SQT5xFQyRP!DFg(Es zgVN2%LQli5sQtin@;Z4}>&zN>Gb{UE=xVT#=o_`6K$iN1oPDW~V6z&Y6?Nq#PFy;EIPs+R#e{2^F7HfJ>Q_A!0Z zLrny_PHoO=Z%bsQ#EOgYgml{*h7aCnZ@RPA8ahs3=y9T_UjOKMzZEe2vd0Ly^cr-& zaP%CeFv&9cDA?4GA4GqcXXKLqKZI6w!;eTwNJ!W&-^Q3y0Xi$d6SMvI)ZIrc#(~dx zdU^`b)S{OTb83A2duM01n4$J~nvSQ|yv2ouCP8>1X*G~kp`f5h9UgLZ+5o~Yu~{iH zYpAbRV@Y#sGXTldi1*7Uq1?hkYBzSoP-JNT)R~!?xBZEjsA!PE&VvD?a354EYHEb! z<=t8#SU%H#BoF+Mps&N3ioh)1Q`$s$S!s%Tn*SX$&>Yem8hp0lB)<$7bWHnYGYVOE zD|mP@*$};L@|QgI3(;8!F=@l;Nx;kPF9djzUv6Wypwk0Z_nof&dS*nJW0LqobpMjQjaFm0cTNCqY*MFoYqC(Hty_OdcLYC6xJ z9~R)c8uFG&K;kR$a-dNbH8$S-y*=UP{#zUmz9MsOq4+%4z}HS%pUb&oMKFyBu>Kt| zp|cvaCZwcTsMzd~h3l@QP3-@Dd|Yqn(}9Hh7)30yybg)VPT5-ZwRd!YvT~Aa5E}`7 zbuL#8^y-Oz>_kX{_Q=mqnFMa=pns2{!k9OTG;OS1^g-CNEliZ1Q(ms#;$3&HfX^>i zMBf6evEgefEx+p?qFe01%hP?<5h^j8*hl)OWc@Ly3up*VS=t2}q8)}OE6e8P()tq9^&Qo^(>oY4u|zl01om^AF-*4z-iYfPlIHwzlFK z?=4*%Q&fV>|7@70@t$@i%*ciQ^#@QSfjC}yL+>?AMh1py3|PeTF-Y)w^sZj+H*0kp zEVui^HA<9pTb;KNraL3>f|q=iv++fUs{OkTuvqS*2vy=atX1jo7{VmBfiaG`*$Fq+ ze;LwSP}d8+ze(7wSe~zzbhB+xG*_~wUr(Zi-igcPkCLG@Z191Fm34Z4zCqcngxA{E z*7hCUYGQkPJJ1BTwv2s!pSsC4Dl{2Er}b1NRbjx=BKMl5P^_S=Ov+=QUPGQ+K>zXM z=92F8Zr#pvmi9XZ%)3Y<+&;t*5l46ryPIh(`zH+`+B?yT@Qx||@(y+HW;**jz zdIDa6SR)|N(Q0rGYUU>)BQrBIzy!$T)bF;O=s#zVkJlnl+!e9-Y8MXiY`gvw^*tnA z(rmlGaa8~BNCsKxN;bIOlA@7`g5L2tY-od3i{^0ELVQZ&78U{|v z;sa0e9MrmRe53L_m;7px?%@mdH|6=$5*SC3z$Uu)xo)mgV@cQgo8%6!&yQe0-Oa;e z$dx4(UF9SG?RJ)_#yqlx_dR1bbBKB@_v{k?`@r7DKD^HeFp>(MLtJod7!Nj1P6&-t zBEe$Ld!vaUo);Ijki)s=Kh9oE#z&(kzqF3svjd z`-AM2BW3NRk2OlB@Gnjt14N1}TqaH;t}7JhlJvwHomU3OK}_QW&qh^zVG5LxhdPWg zaXWMl{eP;l-#+eQrqWOudMSl!%-!E72eX;|z+|--|JRM9^ou?Crd@ z#s<-ljtc=43!hJ+Bu!|vAhq*%w9T|{Mqh3qgD#1iDkAfIx6J^%ZH(4_a#OMx=Ap?i zgW1H9EFX^8bsItrPb-POIdEN&W&r}*MRr=)8T%YJM^A(3px|7}uxS-`=&+>RV zWo1-EL~BP!vcFhR1^pj{lt?J{GH^E@UC0q46X_TM+{d9ag+d zlQB_F)5s_{Ev*z&sJ5blLkoo>X$;V)BU%T-phz$D8p1w4Z8Xneo-#1 z+oLeOr#5B1!zIYMi{vPJ#eYJ^_#OR^WoQINjPwtpIC-PAo263P>D|X0aCRoMc*#Zl zTHD%mi`B>WT_?|0K(n~CWNiwMtutrd_l4#ab=3S1aDm?n`NJYz$l@$=yoD_JbFKWv zmVs&WlrsMlpn=V&6BoJ<^L?*{tfO}Oe1K02C5mMG+!|x|iK8g6a?*nr9?D)QSb=ix z*~R2t^y2O*QL^wC#e1^=Hrw{P?bd+o%lQ*kOvt5bXZKoY*J%58?R!#n2s#damU|iM z+g{uq5d)jPSBWww=F(#5YzNpN1`){R@f(Quworvr)iB*j9q;BbbqjJs%f6r++d4TU zj6>)F!Dobz&Q2;SF3zaKvwGPC44Dafp2{gGd_U}d+CPa{e>H?jQSb-oEw+t-$lu9e zgoHCzk5ngy8v3HQ@1g&zbLGoh`D!V8oJ_KO_3}Z}`i>4?b#--J-HfASQ%G=d@Hfy= zi;Ei?8mgBkOHtk4-g0xL`w=yelai7$rr6qlN0>C({LPX#{R@TXt6Y(M5-s>?7k>SU zPk3QYltV^F-r3z%{srysY;SL008jOQEq5gkYhl^lJ8NH%B=_&XmBA3l@Agc{RJbmM!xIt4nu5bVwxOq} zgkDS(p93A#6@wsM^wzb=&&+#;+H2r_58UoUaTRv05p^8Vm^<)MBp)O&dJkx%d?CGGAoe*C=&lK`?+W;S zYvs#_(3S2CtYP8=x9l}*V&*60Q>m^6FTJ!rYd>s)OSMy~jJj5S{kpHL?Vj_X04))a zS`!j5@bS~i%F4hn>&l~5v1GL92~=-vTyaUoaFuC)7*dDl+27~uX%Eg^a7LnR5Oz`K6CEZ-zR;(Jk#L*oFfW3xbI8=i-@mI~4nJ}LWD0n( zV)ds<9=oTiHwenhcQY(IyHFq^I5O;OnSikX7dbq)n<7dIn=ai*E#X_ct6LV~xDN8rah6Jsjx`20?jMeR z{|56@GoZRVJ=So;!ofAQv}BPL>iRL$(9oCz>fXY_0*s$vMTHHS{-c9I>4h_S&-4<=diHy*Q6ermgecFaFai zr((!LyBQep#lpghj){pBQ39vh$;qip&JgG+Y$>Z%7C-!{hVxbFb8~ZnEM|mF#3{v3 zf)*}OuR0SWMWstz)1oE!kp|1KC%_-9qBF}SoSmOH<2fwu>hdo_eV7(``a*%oljUH! zmZd#Y3LVr`pE;}+p@vD18>B*L-US1r+w|h69eu5=gTWyYyq}*>p;=g7jzl}X35Gcw z*tV>ub91t?>`cWpHIq^CSp)?1dhA7JiT@dWMja7@O_h7wRZ>fpym?jW3ZeOH0#kd*wZX%io{7l+y`gQ~698HfFyO!#@uNpWCPV~fkX z>B?mLQInJ0k8d=2CBn!^>80W#5?e3LhxDQ6-~75KMcrR9XGmnqrvChKh9=|DybH99oy~aBk-6ZSaGD?=uj7Y-h)hXliaMgO zvmIy!OMDv~9wwSfAVQjZuBXS5AZ%74jymf4??ITz0a=S=cy{QM+pOr@L=Rm=zq?6eqr0xUQ}eBT_4f9*#`%L3^84(J`^j_Fl>}`6K_t3d7D`6^A*1lF+P2=FM==tL z{=9eXqR&$zWk}}WPEl{aLRsSn-HW3_Kgyx=G-lC5Uu>KLrLD9MaSZuH!hAI9$kifq ztKc^!2&9FaYmMDo5i3`orz@{mF)f$rf<#Yz_xSj~YSdxa_*-BUat{4U{V zj{9Z$UL?fe>Q;Tw4JuzV=tIxW<}WrT3>1mFC!#5Csu|oT#}Q3($mqd#pIHQP#EWV~ zkJL`#Y9rM3g<}2w`%_lU7ylLT^MJA??N4RpbU3BdKkL_nw<{O<`w?Wv21W9sQ2)5V%A)GwzkJ@Zih-rY;Ffi*tJBK z7B~Ub{fhXP?4(JZGn7NMAC{8PYdE!*Z%>RloqkB@(y{OsR-y;KppIzAPA<3@Ja@!RJ96Y#`l$6r4&gWXHC&XoTNpz=DI^ zW>5oeE+$@W5u~Kt<&_5v9IL44W}L$uFadu0#2+Q~=bHHQBNsQfuA^~BM~9uOSaxw_6^0Y~y&HTYs)|DIOQ?IMP^7X*;4Lr>1yUfY{ zoR$77JqJaH8cwo2`+(;Gq%FSfYd;*X-ke}5*3+=;;ui$F%%F1>`=&^kUp^V{!g@XXehYx> z(-EgO+caf<#++O)!!UJ&@9rF^gPHAnDBa{wIinA4p#wQPIMf9pX)K$^LC?dZ$x)FX ztWvtTAjiYwIe6Pg1ZJzirmHiZtapiWtp+u^{=OXpmJPR+&BNGDO--JS8&BmG6`=SZ z^LD-yJp<-Q78Vt!!mKRfSQ$?LY#zlm{jWYCN$YECj~rez%bXplocejzgv;oU_KF!1m+>26XheFo~ zKTM1zp?PS;z703=7+Cj@3G6j(ry-mF+&=7J`_veK_L-O#H77)hHB{2i-@nCS^$s`z z(5tm~T-#Qg9XMH|O%kj$>TIbvj%O(%c(G@5(=j23SLT@B>{pZO%rAuMZ(qy$5cs`q zrN)~_zWl@433v16_n$Ep9JhbO-b~v$>^RjpE!5l{;UKAzs78FZerZhcC0202P~_$OGN;JxmzvUU|P!alHI(I(lLus5rh?_EE>hQam+gE5CL_KoL_nJf-j?PD9XRhd9a z1zVSF-6f?35JlDOwy`YX-Or)Y#x+%~T6Volf-lgnCTpdSSWyTvYP2koG_%VD0!A?(!kC8T~M`;Sg4axmQ)kf1@R76xF^66Fq; zY6Uwji&Fbrof!q{NZ+M1K;9%@J_6hxIY4+)$OiQ6SrQWuk6X6YX1hOT@5Wf`YE3(J zpPb(uot!i%JWW>6dwJdW7B;*sU7wx?o032LQUL4==;i@S0M6~OSOUL+p`r5O;r-nm z9zK3n>svtL1ECZK#z~4`V|0*QQld)+P)9X2i@*F9-#&{8-dDgW1ju+YrcHp+{?(P0 z(*$emJ!AnmM(&MtZgu5R*{{Hh=zHFFxYZXb`LRHiUcbc=&`$&}h2L}N(e7A=S2puC zcRR48e7D$9qKO=3xZa^#4|l0>?RtIBqU>wyE3ucBhLdC&F^0+gR?w-MnErDpMHSb# zf4p`2N7pLW$;%NZhTK(cTi{;ydQV_aO~V71%81*`h6J>$KIMlvb>ET`2S9IAVIdhYg~g$dDzV8kLdiC5V}j>VAN0zLH_zObm@x|Hq69S#e&eXSF} z{Sk7DZP4-n4tYk#$8KyaA47o8A_mbZv2IbnG!Q2T4 zCnvY`X+S^#kZiDNmDu>e{tOPFwSZXyiEpq72w;(vzIyR@Fd+f_4Il&8Y~q$-!hX8! zLnthW*n5l*Jb>G6BJ@6jhS>Lnsq&%rFO_?gC`Z^Q;)in(>8|D>QKarlcwof!vm*yO8 z;L}xCE6*ExmidNIASx!~0N;SNcA8c_^R`Si!?d@Z7qrg3;J$aYAYs?5ig2*zp=aB) zbmFfM@*9=kzFr2GC{Ho;sr2<(T5>jmA^7O%=r4xl0D%EFxpE1d-hDn1hq~8yCE6#j zq6O?QDD-6_10gp2g)oc9!PSM3{s=!xiag-K1PIsXt37{@D?ySGe%K1Ne31eQ5_rHy zQoxNU6vM;A#~mW$UkiQxT*2ZXSv8`vbD#2=vtZQuy5B=42<2F6bO-e~+_Mu;pTqe= z>e-IP;HY&mZmn6ouf^_c>Nzh2Mh^SU1Ea(nU~&yT!vOO@RE(+Agc`kf#K7<`}p zap#l{>XJhf4UFPd;`(Zog(R+y6{eX>JA|k2l!SuZ4~lx7x2xB!*{37i9ai{asdxxy z1C(y$|ATxm5TYYL#HA9c;fYYNfko!DZxWJHT72>Ys0lbx)YSS|z=i&a&g;j z?_B-W7K^B^=A&EQ#2`IZw9}iDkITDM##2A%>)Yz%NA_Q2TG)Aa0{>qC-n)!>)Z9O7-3qk$R|AL}h`spptgLjN{ z#3`i7zm|k{g*hDSd;{w5CAxW1R4uGyvV=GkG-OW(16+0*3bx+ z4v6Le!49;Wp&veM=#M(w1HtD-8c%C`yXBqam! z6$G{-TQ`jnJCz;3?V3iPu%8e}7N&hvV}4shB*Gp96;v$c` zyrGCpAo4?x`0!OJBSsGcil2ITyE0PaR4cm6Ed=g-6F)gz{m0A?)qMiQh%L8|q*(?_jC%`?<)hQ}sc zJR^%pSh$6WAw%UkODX(n*JrIUL5O!(jT5HOV;GVY?g6niox3}kjP4@ihXvRqhwog6 zxbq6v7*}h%7eE~-&U)MF8X>pewEuj9*fEzJc+VB;RF82be5v~Cj%u!CHra0nBUJ>n z*IrF$T-I{?x5qJ(dAqKulVX0bQ`QUbeQ?EGA^vvq^&1Mpg=%tUv!&qh{#>K~L+C=# z-#WRte2Ap+7wftn2e5i!aq%v;n=sV4t*sA5M3@;F4-XE4TTQ~3ZjRT0rjH7lkG&Vd za9cF~(x{=o{a#o|t>@){;ZCrYt;#|`Kmfh(jn+s+hZcXNI6F=9o4PfSoM3*qCLs@h zlBv#t(F~_(5*1(L9y)vEN?uWWI3bEn zu^|c&)am~6aFJmHBzB7U`0=#IMgV^`m)d(z=8cG;`HXnww7OD(eB)MN0?pghKWdG# z@#OtJ#bR&L9^Z=zqKTW|_xbW&<{k|(ua@-8qN`cLwm#2|42zk0Vx?e~{w0$?s$cq$ z^Fj{#!Q@VUhmse!t!{LC7V*Rs$)|s-cUa7S=B}9J)^=%XbP!&y8BQ-T1TJEnw)|2< zIC6A07eB?$4GH{_RWrFFo_ zbi7Gt>WJY3qeerUw)a1sJespZf6$^Lgv~tal zQ?8ANLEg1u&qO-5Y#$5Me${?B3_l-bk>p$B!rZ1`YcJ78d6&654V1wFX z*T`vqq`?*oTIBF2rQdKH0E;FrG}YHnDnwGDixPeG2x?%(hERn}z2q>CxbrV7PQrb^ z>@>N@7F?r@Y5cpD=<=f}h|y6&jRc7aHs!()dR1FHQIS06XTVuhP$2LqtFG=jh;Uj> zO5;?Fjnf^tuP;vb&3H$R{st>#j#WCQW@j&l-Q}};u;DBVCul8-2ThPcV20+&u%>7{ zFRWolttZBr&IOXZ7?Dat@pHZpknotvE=ds*bWsa;?+@4SNI6y#O3;^DdX33XYNx(A zTYdO)iEM;E8Trbh&fZQ?|A`jWQJ%<#w&jML?DzB_F_NdfkuT5A&H&ei(=|SRI9RBA zG%iRT33}L!Mnm8B9PimC?rTnO3H)C-mRcZ9*3Uv!Qbbp`x37;It{>4g54j?4z>=c! zDI~btdGUSs0;LPfy*&(&KK}GOXmP9=JFe`vDg$lLICY}Hc{NdlR=TvGjtXK#fQGN3 zB`=;^oJ{2kBa^&_^sNkvAN8&O!7;a`S)wn0*iv7eou>tO(c*5K&93sDn1pD_*O%W` zxyZ41XAxLsNu>$<;`Trzgs8l#`Ed>+6B!`fDJfzpnr!*BgLu$A z#$nG4{XwGk0*N$41a01kL4Qs@r2IR5bp*^ge`ofG@bE|AdtK$ph?@OM_i-2vQRpf? zng6;E09lA8iiwRKG&B`}odHx$`ff7$0g5-vaz}O`q?fjB3EQXA?%R<-f@A$@n^8<> zTwENe^y~Kj0uXqwqRU%9xT2zghKot~o1Pas@|vwZYRHN9yxJnps7$)5=jNC|qKckg z{QbT0aa8Y z{QW37&`feYul^Jp>jv??5U5pAR)+mLm?rD(rPIzKRrYFV3m4Pz-d@RQ?S?Ep#b2|; zVV#mcSS?0m=t(+cC;!F?VmiV=6dEN@02xaaq{(6`sZX-89lPmVhBO=S)x3*5#@Ua> zjwK_xKnx)!Hf1sXud}mr?>GX~3F2VOj-$*5v$tw-@odZTzAWFQ(Jx)1@PcPZeu(;i z+6qMIs9;6V!gz79jZaBg3qn=6E&G6U=>uRm=`no?c=q;W&9I)n^H9ES*6?Q_V;fR{*xZxE55fP?jFs<9#*EE*=tW^ z2@2}#ui_2g@Eq9y@dm0xoB07I{r4J%znMD+eV9MH$o0Qd*Tq77)ypQBpHu@H!k?Jn zizMU0pcDe_LYjfr#i#&A#Xa z^4UU7S4_#3JluA@$VQy#C_dZB4h$iLRBl8{rT^~f8IB2FUtMM8;#%H61y6M~ftrwz zP|bjyekeTtz(kxnXDB~^p3FGer`Te~3kDz{e}EMN`uNL>yy|jL3n;Bt!4^#=g9&hR zmNH;P3a37A936|6Q~|b*>8N#Gjb1%gXZe)wMG1aDpbY`Tgx>8MC0dRFW?GPtv@Pn5 zRy~zT(?AH{q996^O8`_9xLj{U-?K>znE7;1W|L6hm%lK zztGe)HwlBd5V%$VJK$?l^IlS7BII6giY)6uNsoT+R7-+q)lv%p>&|RTdnC|-P(s#UTyXg#KrXN3kK-CaAuw^P*Y{`@ID0KBI z;Mcz=VPRp|{XeCEq6P^%h&HrT?0NAo=K+#N_YL66kwf)6%S}|B*fC}u(7SiWgppW7 z;NGGp!&e`gF8J`XSz2`9Fb-n2t+O{p48@=L8uCR_r9??nxtcdne%rT}vOdtgjd)lP zAgmz#1LJ@F^!YPAJ(~@+dhl%J=CZM|ff=!~ynOfc0y^71Ukx{BXL&g}GV#dYmt{bu z7YGYtg-EZ#*ZMj*D?&m-P$ePx1|~-AZx1v%w)+h@)Iz)mb;*93m(tZZFmPE#V@`Z0?yMNSUCY;-; zzzQ4{g7h?w9Z4cx6(U)!=#M%HlKGUAPPN(-yb=i4QmqbMQyyd zqpmQU8LlY@2k_JSX4UDK#6rnyOmo%T*}n)SW|10ge|G8>Vnrd&A=SPRc53RdcAv+* zhvdvy;k-s=mis#^zlB~^4c;*Sln;LJf%V1}@iQ|Mda~@VUrjz8ym{X^>vVB(k(&$J z#5OtJk3!pPMr&INVxTkj8)aLxVpZ6%Jox< zLMGtV;0jOj%*DdRA$b- z)Dt!3S@9`rj{o>!Dv!W9WZlnHvmr+pReODP4i1G&eW09_Q^lwV z2zDo4_I&=%z{bKdQvdo~Rp^5bI~?Jasi4OKmXO?M-jfNM$$k~_Zop^1e+MenymS=y z1~s*|J13ObZ6h|lD&F4SAcGG#pPk2hO8jD@5V?P3xPB;Nt|@0@ zoC~1XTE5#9u5>%%+G(=>gMB;vQyu0Ov?ZRN+iVuMaCxr;D07hgI;Ik~@YwDu2)IxR zySq24q5OxaWl-etpiAP*$jF$Q*P*Pet+BDPg25`$=@=MMFw?a^&M&I0)Q-_~kOf^C zaA_gZU;9@%I5;e1p?4n{0k^Gf#a~fKDQs_VcU5eIKc}ai+GzctQXhFv3&ODBfq?^Y zZ&uN=3phnWIq;2we4$w>V5`xnX#gUV+Ov z)n_lHI53Jf_{Q#w?H!DL8|0>+K9yN?C*n{D<{SL{XI!T*gVTNjY^*| zO{?g!dYpXJAN9s2Ch--)lbZ70g>-#N@;wK3MMmgIY1;nnDoBm8mHx_2=lh_02v;2V zfbf%VSz<-({Ki{YERk{KcOXMS!)r5U4#xN#Y~ zPvRCcLUvrAxZfwa3ck;Q^6GHXrI23R#_o1p6M?_SOrw7? zj~01$=ZK)ua3>lwx)eK!rG-USX6B(jz3E%V?7wLFY_EsIgr0XPLJK4+3KkjQi?diJ z0X?O~Uop>IQ-A)PgCrCTeM-xzDqkM-fi17FQ27|w+1(u%5AUWBTYHx9WOM$@rGAN| z2Zkj6Edt)!LK-ofs?c#KQc{G5k5H7=N1>)jfilZjBs4rIpg^fR7OKpceCqu1Lcr9< z$guz7svk;F2pe&7+L?wp^rItpwpeo4wd~PS%kiluEA;N}ZkT#N?h)D0;H#q21Al#9 z#0pw8JiK8RdNfp224?2lsHiL5GfPWHbD>;ALqj%8Kr%H!Ko9ORlx5|!o?0Ldo2J|= zo;B3o-O{WTBE`dXd17X6{`n1!BtA^cfLxhD-+M{#3H_(+f>>{q4j4>7>H4g2oj|G$ zH7fP%gT8bwP&7^c5+e7LrUP&FKk&ZTx`^E{Z z+jwo`8)n1Oe@itU)O$tePoJ)=XZ8!PlsM$l$*oDw-~EC;ISC zOdS&K?>k)Cv#tA{b1E0Fgyb5hndnPzSyBKZg!=QX)RScNE#;AqewTqLHD4&+y`S4P zCvZ4NilTIt>$`XB^E)BSduq%?3OQ}2*$AU;6V#u`i1+>h_kSF*d=PP3=0ePLzf&); zr&76RtS?OR9!a8v>w_?Yw(`yueQ!|9ZxdUQp(#5Bfj8_evupz&djH|zp*4?G@lo2E zmj4MoYPpdw%ryS}ZB|k&hN=&yQLqu+_}E%Z$=(Z`qTNGphQr4YSv6B#fS(^dP>RSA zI4@fe%v)PyU}0flV)E|FqaY(+Twb=C6t|U_7wcT=t*GaeWn?@Cev^L}-WsK_}QW0RBi8(}=3yWYJ+4Vb$|_P>eHPiz2LA|8#HD7X^=+VM#c z0Quy`evi2L>$5Tp!$?Sd=;#Ou4))wEA67gz#D;6Y!dk!9F3@@(7^s`12R&UqMET}T znfMahm{s`6P+)X0n)bPUNF?Uk{TLm4r;x7YXn+0lcT)W;MQg#z6-X_*5nkCi>;6Md ztF67z;+|>0m!4`HyM{wJAF_X}D*}08;s7fFRtaSlF=k+8lC7cKt0qaF3C( z)uvqIr4{dAh!7#Ycjt8DFQdJ`@gs*Rmt~juLS*;lrbgk1@`v%?7``|(#>)iH%#42W z7jl$qxo_*)9B!NDvzjX-wREu>Q6`?? zK}yP|9rZl)7T+~6IK5xb*0!ssf!Q~B8xJk|l6#cG_o?(w_`y5tHz!}w5heQ0%SI?~ z7)bRq5+-vrLpd5q@8hPcqa(!FrCoZ*0=h`dDvS*8)j!W2+^;11Uvqy1IY;5f4j0@6 zp{;avzt>j2s=aPtUD?_?+TB&l8=Rb+gkqUw3HSTpO;wtel?6ISqA@$j8tk@Me}SF} z3TWNYp`k2W0D-x>A0!(pK{fi^_oJK zD45tlHhI3O2u&LtpHomLm~Qt(|1RF+p8NTrwCzaV0WY8dOZ|Z6ZTM^9tPf|eItIwI zJZsguImnUWr&5&mEzw^bCpN_&Q# zoy22}=AJIQhx0Q$-F%1s=LmW0fpUSK9fr|7h6ZNTQl!VSP3SFz2Kw&aEqDln=6_cW zyG|qJ{YQ^K_`xhn-81%X(^&?T2oPU`o^}2C7n}nwGRMU-Ofh$eiD9=WU20MVgbQZ( z%+Jqrgz14e9Lm@9*lG~LRa9s(#f6s3=R2Nxzez25be*tr&)9R zhJ}tkQeyrTjLV8lwpLajJItV8q9?1Nkb=g|*|}JU-QC$4)cg@2K9n>JgMI)5EmvGo zuKjR+*<)V5Og(r)>x=!bBF(edyragM;U*v@HYjl7uKt*nbaizBuL}{LvrZA?dUs8c|RBtv53&eR9)k?vti%bOC}8 zG)5|zQY8j?xbAojwmJ}lAS2TXy4&+geAIN^G#27Nd_AIkQs-2XQltN&IX+?wY$AH4 zdSUF~IUP6A=lHc~@gsR>lecP3Y*%ofMFJj4L^`6sJVsfSMG-lzaaEb+EOi zkLiFe7la!IV8JR--4?3v=;~rXH^Dw%0R!RT(GejkBq!g@t-^HAp`r+i!~pun zh}&j>dnC=1^6R+kBpUi#7IyZ7-Cd{&gw9{vK?ahu;jX7BWMV0`rfJ?b8uWaWUk)Ki zdhC@`NG!1mP{4Lb!aV~H;fsJRNf=f$fc+zOjWi+6GPn}4E_ykuc&B!spO4p%D~k)XkH6H-p#z8Rz7{^<_4Bs{8+rlN!m0%_=L z$9!+(7XtJi+-UvA?8Pf4CME|JW)>DO;zs`%%llwOjf<?H!aK&}m{rT1~3 zy;fzAac>8P476zhKXv=()c%aezP5O83jG?e>UA+K*$};~BRsd;ZKL`>pzTV~9jmfG zC@!_=2J2aOM+eM`iBrggw}t`YP~lY`(CgrRR(u1l6QH$lsYSo%RQ}74b9Q!yjbdko z{h50Zs^Vc&hwyJrmKoDTFXkmOqj8g@p4)y8wrJO%qXc{iy!V~(>wqesxIQ$UrV_@+ zv(N$Ot+x?{NW)g@d$HSov%Q9BPx*HcC@3f`eF?uQ6N3-NTkgE~kYHq2fYf8e9hC9Ss$j{< zS6jSuRlGJR2<@kVLv=}uju3AtG!44r-wg6e$!CHlZ&HU<`mE9^ zGsA~otfNI=8*P-bKi zuKmK!c84bmH3A^nR_jon^~xJh4%wflii+6i=-kfhC8KtAStyX!K{)k+jjQ_WOUGnZls8<$}A!)|P$U?DS zuS}jGDwO-jzIIP0Tv8F+80dt4qnSD>&0QTAEcipS*31TzsG&@yu)ed@i^do6oz6sw;ES5qFxRM%yRiWkYv zlUHSk_{jIXL$JnF*JIX;!jm%pj9cDPDqMXgrSTiU;y9R#lXq z`qEBz>6Xwi5U&0e**2(lwFaYHY7gk6;M@>0oOvE^CjKQK#c!<;3FXZ@Qhft!$qZBj zOZXJlHS9GTnv$D`TH_>d`SBtNo9~d($(M5A_^K4A@3o>v2)bk_y?lAoN*2by%SbOS z-c7x}SXN>~EEyT7fsqQ5_bgLcV*dbC^zYw40ww24T@AYnZYlL03s}HV=$e+S^GK(w z0^Xb0I~uK!X~AJ1a6i{NU*P1B?6-Xd0%SjrD+}J#bVl1sLfnvXf7em@_#8dsIakT5Nt2L_9Dev0 z{?0@OEr8>P*27IVY@R?`My$FiR^?=dJ%m$i|C@$%|=*O=TnoPvaNdOSeod z(#lhZHxg@2S}_C0S&9GLAXn@>9~GG#M@wY1ZNNr$UfLtZ=T5^${9*WoHwT3G^t{@J zpyADlpQUMOjR$=Zw0DwqcIdCZ`wI~n+ktMj`C+YxTQ88$#b??VTH!AkeRQk-w0Mu| z>;zO~YTa%=`i`rF*KpbAEn)LAh5awk}p2+2>TB_o70l3{zQ?!1@lJ#LNIUS;#n$5*_A-FJx| z^)j~f+|fDXE5x&AI+mxN`umoYX#XvcUb6}lZs?8{CiBkx9`sFEk1#0@cZ4b)89)rDIKl2JD7F25I(!T?buS&h5?|DfIt>610eRLB_%%uwe<1V+nXs$ z%iKecKC3Ug*9~CvVkm!-?D-U*h;YsP0j-nI;-5PRC@zK>qFG*uy{B%iY|_MINcIw* z{d1PH+<;NYKu}f0O4*nyR@?b<5RowZ;+v4At%tBER1YQQondu}(a|L^OU<;X?bokb z(B(Xy)Py4kz#A6@g%4Y8o$*{rN4H@!tUDUBMJw>Y0ed3cXC@0W-8U>P6STyl?*i^S zS>TA(<20s;>BlGT8gq^)KX77J5S*FQ`y?9nQ<7!<*Zuf1)1hBRYAl=rwseCm+rPX= z(Vbh?`EGBnORx$uryr>qRMV74&ds78Yv(F&ZdyX!@=iZH)#gS+>4CBJL=5vV)L7O4Ub}~jxARV zO6f^4{9acEIF8AJ_gh}r64D!!qUf?D(tEqbnXN(C$>*xMmB^H#MfT zI%WJvp363qCcH*mSNX-beGHQuHj~A?{7x6E@Y2OaG4iL=Z1dV+p6s$Gi(5Ys zwnmy4s(50lhOmiI@Itow|M&)wR)D?`A^?S+Qddc~Nq_iSSvkB^wxAXuP3QdJ%U@;h zA!loRbW|{tq8XMjWCuv4Ta`EkN~JR)qqx2(^|Ue^?4D6TaTRBYQ~9o+_P0J~Lt?G4k{D?BLS`nlR>T zIBF-c4r?TOu-fj!CYj9Q>5cnG*g5B}_uj5luD_}GB`^BSB0mb3E+W2DV0LKODE65P zJ})Cl;9N?`Sm6x9%Irdb#Cu;&gh9y0V#Y7?ms?x%ENGEs(ofdI!&Z!h*wLHP75EiC znuUL=tHMJ}bu{Btc4o(Z;<#cte zTNdD^i?WR9f334K1R@?j^tKjDA@rCIY)niDF#zxxh{wAaC{xm-$T1xdnv&IR2h(Rk za=Dr!5vwpbH3hltV1)=X?<^hN0FnHcFO;_Q3qx6-d#(7vhtc_z4|>8UX>y$L4SRp? zTWr!PC4bX=|E+Vga{3BpBI=910jXv+$CiUIJ8Kp9Ad{0Z%h8<~AEK>DnM`~t^$Dt5 zg?xX7X4UzmMso?pWN7nT2(WSj2yM{cK5$zbP#haz-I>t4<4gOax~u%D4Ba>4!OA8* z=PQ_-TlAu;IYq?_;V^LzA{V=WMSY+H)+>lbu$$G(j_RjS9pHOgM;;8>@)6-kzWV41 z0o`^t1pSzqC-U#*0EHpPl0}8~=TRpm=%<@{C{sxxm6r2;F>o@Xs)Ord;2!n9n=`cD z^1m`Ih{Zc?Kl5_G5=t(77J1S=qP7eLBkx8bYZ zMIZv2jCel}#q|Pf?d|2IySTD@cnIx7x!E_+q#77dhPEO*o$MGt{hD~=*ue=uIMapB z7s9UtXZt~{rj#T&T3fX1SNsk8IsdZZV*rKpx$0m9aOSE@<(JqKQq^)e9+Qx0A4w$P zzRJ0K+#a{p9elfF5=VT_mt1R4s&zr0E)xC|E6M%9$Z3Mb^{Qfsuf{pUbdJ*7rz@SC zEDUA@3=BlQdQ)CNY0A=~7EeiXkBRCf$K*#=f&y;|lSN-DS+N)J3oE5pszw+^^0-C^*3V@iRlG5O}6(UsUixcPmZE!L~J~|pf z!4ow)jlvF8&US>En=s1wu_2U3iLTs)A;i?w^)LYrO5IHh#};e(W#(?OZqicN#~^aY z^a36At>gONKOJlJVK#{0c1Rd<`|ZSzKdh=oP$j$ysU>jRoo+eae|)APwIps*>bqN% zXX&o8;cPg`Kbvt;7Vb7y;p21FO+Hbo?d#7Iv&uUeJ0>lWpn!%5j95vO3V+3e;Fs^U z(=~bfWIcsvfsCB-!FVvsU#C|NFm75Dp3b%u4pI(1h=`<1VwQEFh;C@(vjkzMgtjQz zdlk~T-scr6Ruq(I2zJV7S#D-@KmUZE_RK>g<}TcXUFe8_+`%t=Wg|ABv*CAl((TM9 zLLYk=za%sfjT#O*F6CK9R6PH2oi6qo4e!d|{jvDLu7OWIIszOS<<(|AWD)2W-BmK$AMrn>%DX6?jO02PIT^(gxEk3{pKZRasbw zF_XH7$_5wyiY*^1XnyUl``n}3p#UcB~@cDp*?ICtOUBs9@U8sDK#1-%we zR|2IMi*(e&rD$*8Nmcy#$bl-M9TQVioAUjG;a{wubA2xsm}sexJDB&G~U5xOJr32et1}DTaBQVvSbA{;r~M@pjmaP;j#K2>HfR37^@RUi~-c4 zwl&AfXzTv0n?W&#Z%#8E$|0z2J5j)P2?pop=cI~-E8m?;3=9uhx&9Pup>VpP62{Ca zD9Q7yC|3i8yEl0}n#lI_=6T}&o^aPM?A0eXx>6a(Vi_e;PN9HxJ2tLl#pW)F0;zPx zkY{e5bNpgG?Nme`9flp6?j--7n{D#!!V}!d<-$T(5swu4hPL?8*lQK&9Rl7;;SEkt zAX#1bBikeJQE$SBA%qp&X5fEYTof?>^9hj1$Tu>(*AJiv%1V-gRLqe$cFQ64e_?7l z8bj`xf?4STS|N*=fl~CHLYU{|*RvitSurC5BUvUh03mK~i)&D-(c)YE`@30)+dDDA z9^VPF;SMw2_)Z|~1$C(Y=X8f;GchqSQEHWWkF-83JHhekX+!OmztIb)>HqGK2zrXZ zj5ruEaFa75?2`0^7T*UvHm~flR$b3>HS(0Hpw^aYoG&pa9e& z?slMUQh9Vp9NB(;lf_~Ck_`KaiOC!Y6T&C8VPr03q4#ul-e+M!Ea6an>?BZJ-y?kO zbC*L*$ERhJmk;4Ply|&T8hg+`#es^gxHZ}CnfD-2CBB|4wP2KvIgiV$jM4kmrLVUK z_3*FqBczMF$PD+`kqGcn2?(ThCn{gWe<&{)9NJ{lS`XD5&K*8Je0Ho?pm#i_<)~jY zHpIqRRc_^+r)6EB5UM4pCN1H9%O5|Ef#LIUWHGCf6nf~p-`nT$f4_Wr7<2El=*z!e ze}6Dtlih{ z^}q{WDH7#1nC{Fr zJnzZQ(Gg_h*uye}lNmIFV3^yna>dRtVO?a^-M=EKBN~i4zw}BNi!EI2{rsLktu5?T z+=>(v!KJ;-s|X&){M~qrl$hBm*Hr>4xvW~30xtbCwx|>>H67ARHD~v`b%&3A)@?rPT3(v#1zIV^Qlmd?_SPraaY zNKU2>=P~>JQE1BZ@iu3WG30StCQfjK-^{dupl#R+SeTfYz^esu7N8UX9~0okH-kxX z^oOg<0LX7NkcMVVzuNIRj9dUM8<1Ksm+dcQ1tmN{AU}^2%@~)91QAh6zKccOw~8Pj z(%-+ARaO1SLlkCfLdL|x^8MR4hKCPzD+7|vN0(jifR!CU+Z$R4QW*=M*9h9FV-PGZ zElt(G7J&*YH&-D?LrYT=h!iK=`!;$nEMLg~i?3@wx!d|bMZ{AjC4rJ!2=pj63Di1J zmIiTLZ~Ei&BLQd3gJlJ}D2SlZ+a_v(2np~pap+el-Y*SOWC{%rw;wJ{-kQ!WFFyqC z)6jcUfUeqolf1G|E0ap4?I8(aUoX2Q-PyYKOxlsO*-O!6n^c6M6$eocdyPDmEQu$t z@6~gU?`4}W#)5*?WeDj$L_{#rMGyE=S0!c=9k2enw6u**l7f&kaFp6#q!tck*T8@$ zhzIb&-L#?WJR>A1s8Qze}dyCHU?0z9|#OPbq1Q(Xa;8HdiJt?=v?4BSum0S4`S{e^OVE zefC}sM6|5?m_7{RdWLoKtIo=`;kfD{!R_eavIe`=afYvB?LFQjYM;M2EcFeCe7oBB zW?E!@-pxd}re+#!9^*6m7b9Iz>a5Q1#lt5;`&Z;_hJ|TGgw}&xzwkNMbhl9kaUboB z0b69*op?BATcngKcKPrTS_+>fNIJG*^oh-pFz{p`W~y8ID9+bhvH=h1_QcPOn!Nn{ zjhh()wO)Mj8lwxqDHYzNN9}%j_)>8)Zn?F&nGTY3SXt#OpQ$kr-aRy!GuQ?_a^a3RoVnNL#i)TQ}qo84X0?7eERNX8C3AkQ` zjSv8+6#cH@>(@CLbpet(!1%#z)fUFXqYlP64Ytjpf+P@s@{Cg64eBEonS`)$LHjW) z3mp*u6GXvNKlQ#=A#*Ruv3|77I)=v{E8EbP!&R*Z-Cw8%eH%($o0k zW(XIQa@~`YH_^~wLHhf*5X2q;UnD*x0O5zGXy%`{Zc$ib%3CoO`bTc>ExoR&_w!ud z-Pz0o(C_kkV++gXDXvfSZ%u6PcFF5nvbgl3+HEd{bwMF|BNzAV_P1;lv6-^5IFGwn zkGt5DT2W{CBQAWB2>HQt)9{J;a7 z;a}FWua39se6O!=VUduXP~7Aa1HU3A^>!)6#L`j-V0|d)$(5~*O&*J`)=?jv((vE= zFkvs>l|4YHo|_ZeZ`fJudvf1gZpE-J1!w)RECUa%_d}|6pSkd(EnV&O-soDYmHr1~ zL@HB92R}Y7u(=TT7OKu&UmpB4%JALntQXvt@x3_NB{lRZju?Zi5XXk_CBeUYYvRJ= zDNNF8)9z-DN_Yw^kEI+vGEI+J3jHj;WJlh9L?LxyuuCS)9nF-Sen-52Nyo-fb~RHY zlR=x{^+PFv3KmI3zx$;Z@;OMRb=hwdM;9vtgxtuJM zy95N0>4PY%gAs?mhBkqS7kIG>cc`e6V`6UTS-~p(wjTg-8Mg$PTUd|~6Yu;-1v=zr zf39|(51Lv@&QN8!5&Xf%wPdG$Q+`0X3E9#wW)LaC`2__xyqt!HhK`Ponp#syK8U^n zy@(1})?^!mXlK_91yd<@a1_+bCzOdsc1%@+)w=tV3S`b8`Kylk5FXa?6llSI8vblB zi9%x+q!c6sHjar}uYPEE5^mqEu4}?>2_xf~`yE9;;R~Aa_L6)#hFtqkL*Psg4Gmpa zjAe`I0J0D}{vnukx)JrTUSKjGps)Fbh3+mcm>3wdMrNN&Rs_ zj+3FD1O4CFOgw;Er{Lf=ZCmN7$OQij$wmt9akGoasr=@B_UoZ|GGlFryn+t#Gz0tqmuYT@6k(zuo zA(>5j8`I&=$H&hO=)UVd>U0(t(P?R~rZBR%uY=EDGf!((>9QB3{4${=Ai)!Rea8Rj z(erfGGH@q=4v0h8by(+|5a;OIWyq(4PcGjEI%Cnwvs>#@Wn9J0`>q)F+`b*3UmZr@ zm2_Q0n(WGWy~}_9U9g;$d_2=XUx)r!I|WWU$J=YG3fsq*`uM+pM$2f>JMc`stXcug z;J#Kq%l-TGXZme5b!$nV{i!TUFHbsT7)Vs*^vC!Uq(oGid0xj#h+7I7&lL*0zRY?_ zWM%xmI_3Xr0WRIDMsx}h?_;#5VLhW zwS#+*_Ri;*?<2GlBdau#x62@D8K}ho^=YlCXkuf(`7gbZ);AN(j34!V_@n zMMHPZN_w_BZYG=x|NdP=Ss8h)Kcc#(cLIMecY3YV&4wV4vl8_^9!(0wh7o|S{rvRQ znZmLwL2bN%%I553KGJcj*1D<-1}-OY+)qF@of6&la4K3JS{1!m5 zl{i=%>~umnT3f?LX54kI`^?G73F5Akt*78BbmIipCA1j`>mWh}=8Qw5T9BJd7~0Co zSB?}kxC|Z4Ec1CnJMNaU2iMg-B7o%2o7D3PUNq{O4Y-;P z$7BfazCIgn0EdM@p9q1#n?C{mNY^j}PT-<e2ehRER7NJ5?T1va!lyXJ-fM z;PT=Ezb>i#-Me?foghLHeEbyQ*NbA9{qLVTAh|J=dTg;`UVHD_=RvOhw=uFIt`P(a zfB8G1Iw;D@Yf}1F>wWB?t9v(I{<~}>we+XdR6~H6ZEYbXuqP3s%3?aqpnQPdkS!MK zUKnTtn{=_x226-u-iHB)FtNyhbNOr(t`3rRfznW9GS!XK?=awu*9Yz|@Fz9J?c2BY z_4SojzG|?U^WN1C%bSL4V<9Fah@aF;S9Qv8YBk{*W(KP|Z2MK8*O2`|%%G{Q{S?G# z(&~ILD}oy)34sI}zUZRlASW$8{^gxNi!PjXB&j{i%I$!BBn&oVdq>d$pZpJ=n1t#( zT9W z@zU9km7Q_Qt5RgD|1@qvL#bQD(Hf7Y3=9lh?nwm~Q28R)&hhaw6XxLY6az74_^BE| zIXvWd$>{++0YsaNE7F(@OyO6T=N=m)JCu6Wtjex;NRt-#-XoUKk$k99j#qT+8~}WS z1*xQG@$_jY2#N1v$3HeJg-}wetoO8El~DyqV?) zTgU!NP99EY39JQZ3(MVPZL6o3tB*Gv_O81(EM91yDuj|z-$ zuuvQZwS{hpnS3_~vcJ*JOcO|SoLybJ{`~m>ksIJVV`6**Z7EQh>XtkxFe1Sl^H7th)>yD?DRfd8|>QTY5T600m~8x8;kPMtFo!gP7os1Sag$5Vtm!>vyhkX zNPqku+6W=LkzS4G!a;*^n)=%G+1s#QKp-_xQCWe1dCC!igXnJC$%d({OF+1YdX+S_ z^qKRH0yqO;3bRsT8C0{v*>kq#1yS=UAnb<9N?rZmO*06?vD-9&H_2(MHQ=I-%q}Ov z=qwTO*sAq8Et%EkFsv7)r8PR5}6S%w3-t6)hz#J(uqB<0Ws5rc_?Sh9` zX9;15Sx?HN!w*yP)4zAnMET8hwKCOTpDxCScZ50vZP?bc-UlCBsof}VLHQO;v%!|# zmIk)!X2hM1mE}D6gy1*{X5r^Qh}C}4rypdT04Lr$r#!+atUp_Y;-rd^nK|{5cLmZQ zD15XTc+32LF3l1n_)$=I%3+$?mj})!d^8%R3q>zLt?cD0%^xBefM!4PLvsCY!T$!q z!3>^5+}GF8%Yhnl-R%>cL=-DU4s4LHY97&i%WsGt*pK`7^P*z;jgLN}X|&eCJV+=J z%9`2*eDnuQPFPXmP0b&<3y(IDT$3 zseSn<(-rpmu&2Y6WB4@$daUfjVaJ3Po{ZBJ_UmZbp<;H}bM*`ifK0Tvvx9IW4i4Mo zEN4gp0{8tH^;g*7p>f1e`r?eu%fXy${1MwRChwW*#FD{4XplEV@&cVcJYF zyDb2>5%U@x?CdvsTr}(nFhnbzjEr@5t}n(L4%OtPrOm)(v?oJ+J||#YhzI!_dBOt= zkgKh%d{<>bMfQiH9MXNJF0R=-Az=w%YLJCP3!qpb_6B$OW>gPaCPNx7tr?d<#l_E&=c_?L()V4 zzkh@k!^EWdc`b%wZwmHVF zOCqnrZCxwQ9J2nv=wiNBfhc>y-U$}f*kC{__aVqFvHBr`LmNaG;ksM?0f?y$9Lfi( zFpRmTCROb9*nmBf)gat_&|JYW-f+Gp@~rY!n&x_cHeP25m9Xmruf1KOXes?7hc>jB8ga#$f#wFmy z?45h37jQ)U_bz~MO$W=-;zRyXQZ)ynfLtsL!GQ{YDB=G9e@G+#tN-((`TP*n|9jbp zP3w32e=oUF&}WeT_p-|`Glv49G!M%VAO)y)qvRMIK2R4zd+?<3^tscSvJ{OP{cXcU>rA|W&4?Gp;^Xi0ZHG~D8 z?usEQl+EI9Ys3W56bb(~5*#ddVyOUYz4B2*7IlQf7*=r4@87g^P<4bzOG$%H7Ao%_ zrKNms>j*u92^@G}KmZEcJNOImqmq-KL#6}NEMyjaUu6K`$a0|a^LmVMJc3a~)4tcQ zVGbs&R%~j~kw1TOp`8TJLxcOK9;8CopUh#oq9BWE=V=uvC@O9Y6^w)J6`ES0;{_ci z5|Wc2*^T^w?LDd54N-7wD+s~S4(9|MG|vqTpdg&edB#k428}oL)Sb)w4HtV)VR1hb z!fy;S#;qMahq*YqaX7GGaB#{?O6Z{Ux#6!UD3U;{4SYR(%=|2^e` zYzX+wlB)dyJ4dP=?fmnH?khCNi4-s+1C)~?=;FGFl>1xn<>0++BjP;V+#u4-NcRY^ zuq<10iS@TN_av~K;h==T5@=K*W`1x&%yuXrz|EV2T>}TjlZQ4Wd6WVsHyUt){VDfn zl=;xLX_1rdm^F1OW=DZ@;Q{oUC~PdB;hGZ6<7B}8Qy zX`0QG_-TPNXtmHj!{o+&u!qYlDJ|}L0$oA>B&>HW=C&W21maq16twBUP=E|UlT8y~ zV{pO#<_^oDxV1x<_x(F9-K5<<6rs`@P$0h*L@Ij)pKO9E)XoGD#wO0os}5saDB!v- zAq=xCNoX53NkQv%L>D#k38?~DBfY$SDrC}q1zZ{~Y~d8uvoJR=FGP-o*v7uHxcDAj zHy$a%O8Mr8;(KfZLMH*8%9Ph~GHgY#d!|Bg#l~nUJb7yqKl$Q6BO}Ps8~=lMWu2U~r-F%}|)h_f90 z)Wt(b5GO-t16w-A7;5j?&Ew$$Fgp0C*Z+ULoohJO`PRqpQYw+qNEDHpOp+!tl_Hs% zib<1Hh)kif9U^KR%1lGdWH*vSQc;79#FTR>lTk?`IpnNH#-ZFw5*_T%-+u8t@1Ezy zzV`i!>$^Gh$cCd>m zjY4U1@kgbneVd;&DpNzagwvVrx>Rm^uE)wWtJ=mxot3jS*vhMWV#oHLHx{`!D+Pbo zU%e%?!-y6cPtVVDHYQk1U*Z3j<0?0P4A5O~kHjcD4=fsXl{^OsukrSd-7^)iF|M;k|!mY3V-?@wWRD+RsC%5K=OW$u)o zo*tayDn;Kwrz2Q_((s4~0nDXX-qSrsl{uTXF7avK;6z33!pC}nt4&118q`~kWCTJP z&jZw^Fk4)e@(4_s@qE5<-&`FXzHl$4{RDr&6EZ%O#^olqj*71v+3+b-r>^0K78j%M z2{L2cOGbun(|sS2h5i3HBT;+d|JyrG{tv&kcWUIiVj*Cnv|QKQMtTr_X4+rlgKkMy zwPXw=aBifFM)IBmR0bazC;RnTLvA19#E;?FL0#CM;kJkk6s*3!0qy=zhnO%GgT<{= z@UwP?BVW<_C*oI9V;47^TR{VgM)*bkj2;Vm9!{h*RF5H0p|-qR&1xNy0L2U-FQcHTZlXkHeD)+a9}j}S*ZVOqi! z${7Qy>F0mf-|ZZ4t$MunwQE}PNWI_RfGuAHJG?KmO3nUsqaP?QRS2Bw=vYwlbIG>U2a>M&mpj%M7DKja6lra#;7AmP0m)-_YyA zVB5W4icRTj$)XYz>P>zlR2mS+{2}_>qP`JKRQM-Z8ffEnrm%80LX5keY&h&ORFG+= zbGd4SUiv};n$wtk4PROkeEYjL+x$*4?C6g_P8RrbbTIp}#9~|lMIEqMn}xG0y-EOZ zJ1)h=#nGNfyY6Esh`KrkziQj&>gwxfWxwJgvg@7)4osB_f~2DUm)Fh1!z-d&KY$Z$ zf5$O+4IgB$z2|j8Dq2`fmYc1qsW+_E(J!bqLjeNOATZfy)VNa8f)Uq|3%8hC<*S>} zeda*(OL~euJl-O3)USy6)q7ZXqU#_N2i7-f!@0BJ;R!iya144hg#v8y=?AQ<^L|n9 z&AEe?Yt(!no2xxQVJOop>6H;I_gBaqj$!3bvr$e?NzFrH*DonU!C*yHbaxn&{)Q|w zF);yK92ou>P~<+IT~y`Zh~BSFvGg3cgS~KhF@!q;b?+DdO5lQ|Q;M6=i+(ku;*f>v zlqvgr8kh96kR!7#0p;zp!KYo!*^K$r)L^uGSrn->uLbm~>VABF%qXb7`6vp(1qrzp za}B+_PJ$EV((DRi=fy=v7QZ;NaA)w#uuCO1HBljq_!XqenvQ^?fsR$$3|E=6;jC?g z`&l5!_7uym8ntQD>JYOi=%)~Ud+OTT_ErxVj{WdPfM3(SX~BaK&nj=Sxdf>}nm&9b z?`3$=n1wq-?$*~YH8k`u3>+n0WXt>q@Qzf_w}gX40j*LVRBSbaL^bxp`ye~dX%`b| zLXJ{o2SnbxSrwrd#}go{%H^5s5`Q{={8J55)$N933s^^7+zJiP{rh1YJcSuoUS1b2 zTp*~bgFHTK@stdyBU4JeTi#LVBC5s#t9#xybin$EKY(WTfFtE+v( zkhH>BGC5i`prlJdla6(;O@edN*B7$aIHvb4!yoL^hG@q{M(}~m>WV70Pd=H=zc4#> z0$o9^ZRw@!OyR|ff@S7uX{n!Qa1K%dX4;C(7I{&36+sj#T24496_n3mrCu-UR~RGQ zXH)m`tKXzNuS}dMhyI<5cL}8pVcm~<>a$Xl4$y5pPEt~Sqp`6uInksH%g<&o^{8F( zQuSsVm9nYLt(voE z?-{v4dG{!E$eqs^90pTi8rij~w9gC;<3i|z@b3Qm&>u36_o-+2X&^1NuSa$br z>lIm@ZC6ZlmPaqJZ@-sroptZxz-V^HG5pU-B2oM#=HAVdgSOy#yL!$n_gg%5oM&-J z2P}bUTW4oU+4l4lyd81Y?dh2pFYYFib}#6UvelXTb1}3L{cUAFQofwUu#jL`wFfe9 z(?cDUni4u=<@)m@Zg)RZ8-9DV=V@p|t9~dUA%PsX^7QGKax$K1`Uw6{#YZY16~&b+N6Gbz zTkPGxr;E|W^@(Tww97S0zMl@)4q5~{Qr_K2?ez@Z$$U=R@1g8PZA75 zXM8xNJd*@P#U2iORp7s^L#u{?n|zjCb8|Bde@CrE_BM~L8hjo= zXOzKDHx_pJNo7?Vn-bCZPV8`M<>O`y$nG3{FpA{y(l1RXO`4>id{QAiIobKlg4(Z` z9*aMNa6J(lYYj_ze?56nSy}b5%eAT0oyT0j7flwHN;GTQ_##N%(68o1 z>>Gae^mhF{uORQ=wcq_QPL1NMwP{w1q!&R^0#<6~`J_d>OpagQH#s4D9VAd#m^rB+ zr&5}||NJm($&$PW*@;O>o?g#ee7onTiO$lxIOzF+vM@;95}BqP1lnmQX32pu_P(8o z_-t&8wK!FJ++*ebf=l@mZ*?bHrJ_UZdiWC_P2XYsa;)kMdO1VqE?RUodo-2urhkT+ z)SfIaDS2q~#j<5K;y1(ZZVor(?z>=}Hfj8LrV`#ppdwb+H(jjN@#^KvC*RiA=RYFY zc3CYpZ4-;j``3dr(d|)oOK>V%Qn3Dt%3tKugi#9X5~ZZ2(XTY4Lmr@tL{UEWQf}62 zkHI$O3pb*(@TaDFI|>7rE|ORGv#JNC>_?Wt?JIwJrkh9OX&*Ly;rw8_#)*<$ z_;-WGTPW8Bzq>uDNFKnEHT4y0AK|GWI}xNovauR;qxqB*js88tnmF5I(_4p0o@!!>DX z)SYr`Dl0wlH(~!!5{WWZN1$+5FU^Y{1t}1mkAB)tR=1?M87MT|XEa>oN;rJL!(--o zQmi#`<0+vXsR?+xR~e=n#X-|d_G$Iy+#1W|_*!P5-8Ek$D=SOsZF-&y{|}>384!Bp zh{V9%cpzrg#f`#nRI8(lO0NJ?PeD2-ot2E6aa6?-_M(XPgsMgq*#yEsW^zS9U)YwG z(xLX#?r#tY4M9v-PC;RlSF}k2?mn0_n35Cmvy7WO-(+!&*H{eFIC43}amQyY%g)H~ zxciGbO5{4V2>~c}W1E>TqEVmko$55_>Q?QK$h9QlM^B!t0`6gHB@r=CN+OBOgoA(;LA90|ZSLG<7o z4q}f%y{`uS)zs9Q!rT739o7I*Kobsp(H^GzXH<1xAfz7u~u_jOd1p z3+PT4J31=0(>&?dnHY^Gg#CBVB0X`Eg_ey$aT6 zmMWxT3o=z>PgN4u*Vgxo4-eb8`**jsy++NZ)5^QGa8%PDy~Lu-PcF|rT)OM?%e!1% zuDeW-maejVP&Sa1U-P|tuU6HY74#^CDeJGxkz|4<>qmsCVO`*x)srwwLqo6hRyTP` zp#-=m^&hUTp}T=F`PcL|^>Ac=tNQ}G&~y*RJW6M~FP^(BidxR9OZM(Z@cq9 z|EvW<$R7NL62pE^PacKi5f&2i81_pbDKHl1QTl05I_Cc^SdJeM37Bql$RD&wtVm3P zLKJ}ty!<AeXuGUjGxLTfSQmNWveyZGax zq9O%(d7qxfy2lEVqCl%)2bYp#QtVuL5#$!fMMX&|CMITgSGIA)AC6;1flh&{f~%gR zNSH81ctQ9iXOT((T||W_$GOZf8yk%qFdHGRjTLBeL4b@GB-bxBmtn?)$V(aWQ7cwb z=4dIOHRp~E(;`zE_|#q#5|M~s`t`Q1q=WqU9Y_m@ZHrlK0cPJECX0omY$iM@(oJ&H zs*=!|ClbX>A0Zg@mWP@OIYo5(nzplBgAom9`3s=qCxFkl-)=DJORsUZ^{@Uj}oAA0X8u7lukN+nJ|KEJ;dn3Kv W&ngDB4A%&cw)V@fO)s15_~Bn7CS4!^ literal 132708 zcmcG01z1#TyY>)*h=8bof`ka7Qqt0>NOv~^(kac*ill&ahtl1hf{3(q4xx0{(DA=B zkxwDS}`)kZxT)|hCoQ1-4B-A2PCDYl^YUw?%D!VA(# zj6+j;r{#_9l1tcavDi;{jaa#2jy-ff*!9&cQA)n_uHH z$rbU!M*P%_esvr9i5dir0{H_jRWkd@zx*kxVdJWq#x-%otXD#RP&>+czE(eD|{tYxWv z_+T~)O=z3CIYzw!3fFdm(VDjS;2>6VV_k*(=kKoE<-sBxuvGK_+I_HuXOgFpxu;s| z&nY2Zm&o%hMSlZi>m8}7*`k?Gj|DUkG<7aS3+Yy>eW}7mM z_0KmH&)k+cu=iW_U=t&KRs370ym;>A%4JR_ql6oRh3StBX-sSsgDnciwpX9rguJ6b zY<06mo3F~cszo)=h~3Ow9MQ>+Nd}rL9Ic^LCxIX@RjkJ>Pu76{=hr$a_svt)Ppa8# z0wV|L;<+SwivgYI%Jc{3Z64C&*#ua*>R(6{F(7iB^s<9n`rV&&pm-TU~;S9{iS5+6m&Qcf?3s?+-~`w!3^EK^CKIfe@A zr&-S22tG&`I67uolXn~^B2aGpXkIb!@DvL73B3+N7Z<*mDA3w zO`=2iguFy;;<&7n$7vy6qlIDwov06L1S<07MmemI+YPXKg_G$cgTP{Mv}E`RyRGKKBUG!*;=R0Gcp*N2jA9*pU9D~ zJ{C|Ayf@&j>mco`v$j;VwIC%f4=rojJbQ5(Vt%F&tedOiF!VrLm0e*J%W7m819Ikv zNLaJhx?989eYZ(}J#3IH{jhA^aC;+5x0Q5ALE@tacMeC5A>)08AfDmskOrsPk?Aj? zRcnHE<-1;$_eP>yp?2@7El7uye%JocsjJPz@|s0@_jcaG>HgUhBJSau#)N&Ql|T^> z$u0VWwG-~r538~2i-Ub8)>P8NRb(x&o> zr7K>k$n3YBcTy6+M|Pg!M{{mkvm5lp(I5Y?PuS(dM10Y<9G<04A^$+;40}wvq3bzY ze;mcJLRIhZ*B4wd6A#yd^Jq-93uT_23vxg(`4Oq#OZU7iWxc||k_~Q}e@4yUP+$A- zi8ckLmExFsQ-2i2feJa;s0H&)8B3n|3$vAw{W(tMzD{?@Ra<1nZQ`l8b&9L{=!w)| z<#K}iFspo$2}gEDi+;hB?#{q3N?PTvpk>$~jp=|H5t&tC@3=gt^=&dnG_OlSLqaIV=7W<^v1l8 zWoy&(pt)`$Po{iiK6ge`qvmp7;rKVcG%UM4=CLre`2Fb2RY)_2+cQwlZ2~&3&G*QyO*84^m{Gvz6WQ?4vz7NHww^9lp#ef7T{yvP4M49d$c{ zt5D&^8+ER%&#uH`1M?TtmY(xQ1kR1&yqNJ15HFH=F6-%X)4@jf(|GNx^&}Lz;;K)CPuev$coa;l zt|mM@P-;*EsjyJDzS`5Dy{2iJGP^ODi2B@Ksvz9{uubD_L~Z(sPNS=3M8)pI^P0L^ z4kg%~b6W*MP6wIcq>YLbBML-p;=HZVG8&b8@W#+En3O|ezz646GIaHES=V!ifR7*T zpWSn;)yVhWf!|i*n54$Ua%%wjh*rW_oh4)#z$3uJ28p=A-k`oAWHuKCl$Fo)-Lo~=0 zHA@;qn|!qzzBbzS*gN?Il*IN4A=zuGMz3-B!Kr66h)#(pat$9S^RlMyF^v^OoknTU zr$(S>vmleIS4;@+P^!x8!0F#A6k7Z(Av|OVLd?9Vv%WkzUN{>kimziU9)@HGpuX3B zQ7mk29iD#Pu6(ErN;SO4Fh+~XJ+gp%vVv0;C#*KRkYY2Pvm{g~bAS+dzA!tkv`v#v|I*?*vklF(ly~!iWze#?k z{F{j%mZc3VWzL;irf9wrjKqV^>k~$`m2u#-K4ScnX;T>lRm&InC%+A^5e#?SF;K8mcP^|MH|kZ-jt!K#TcM-d=57nnEi*hpg+0Gvw1Z7F%FgFHfzw!mPT-d`jWe zme7l9+S79F_n>yIH6j_`mNTXeSF{JLHFG@juLUZ}DQ#TAC?-vAeo(zWQPH(v`@zqT z%WUY!x(1|Kk=JQ6@>?HMYGz%AbXzp?{#{4sbZgnMX#|M2DFb!9UP zDl?2(I+R}<_v>jmzt_<&Vm>t4yU!sm=LbD`8DpzHaobn2?#VdTj45X2ZAjy_w>8i7 z6~aqPOGSc7k+@ryA09crkXkD&B4YdT9;6F||GftQdOBnOhrNRI`VFnco&@7NBKG#> z$TS9!&X#SBzP|oH!xsU!kl_no8EgmPn@C$EhyT(cjfn7*;x7oQ-*CR)B*t7g+-=FD z_DCG0EbDAP-jz};BUP-~7Exs1!B@6WY;`1D)0AxWHqvBAR-;tZvtEk8fxU<6&NV#wRt+N(G^*vl+LQlMd-x2S;_JeEM}$!f zI4Aw%$1HUqk-rv5My99#sZJAVdI*Gps(T&X%c~aHEK$bT)^_(>z^$IbD-b@1Lzq*Y zRw3x+&X4;%IqQhQ5=hbc-gQMjR{W=RJ0j@Fe8b}6#DR-Z#g_bO%Kl4tjdUjne)#%*IO%-@bjDCK4RYpsw%82${_R5e%#l7FJ?2_oB=ktSj^WpOiai6RUj% z;%vOso8+tK^I@lm69Rc2jO@k#eyjh9CiXuh5rksLuRzc^jJjh%%}-CKL7M3!DD(@q zv~+X{+E)SYxP?aX)eztWq(`}K)+}{1fmOza{x2*yL+`SE2hIiYGQGNel_}z(v@HU5CqW3BU+6f` zU1@#F%EpERh&oKRzZUjC#?C=7mHhC@1A~IdI4w+&>_-SWFR5=>a^^Bf+d>rn%O#aI{C;Ci?|UdClL zb=1Y&G?b%A$ItH$T(v->;+k6$^3+F3QRrvyuHXg+22SamoU9dHUK}>XL`I59h>Lgh z_4W1iXqOrF02dMoxp#Mr6~sS4OM>Q@M=dQarh}Q5)Ai#U!w*D5>W_W}fqsG?x?lY} zgcsx#2?+^-^Zmi9X{ht+0yLazW zQc~W$`Kz)ISd<1>E|0w-WuQQ_N>LTL*5dN`3rvsw<^D9$P^R;f%mgbQ=>GD!JF;xq zYG`PDIN08{5zk=$j*(I8xS@e88m-)Ri?N{fa?X{EVe-{W&&ukH=jcNDjv3VJ@Y^j} zzPU>G;auhLcuq^wFc60vtBnC z%9h`lsNk*Z1AVHF%RdHT>@@X zS556`e^8bZx3y>Ww-lyvOR%GtWGkAOb`SC)YO3ZR>E6a%#I?_e%;O$3tzfp{1lLsDX5 zRL9>t&02t6cH~Lw=;$yaL5Jv6@AdL(GpPcS8wHCyB+xF-4`&4HNaa!WxC7PCe}^>wP5I463rsXp^@{J6s6*li zAr7c>$@JxO0;d5=X8O@aw-jHu{O>y&c0n&_#8bA0${7K-@gf5s&R+iki=)7~Dzud2 zfhO;@NT(NYgW;0o%?4qTVSbq2|DzpMXqaJO@TWr#7pTNZ;~$HstY?o2m?zK#TPR0Q zQ|e|;F0KY?2bKdiYjI=XvU_l_OZL!7oXfNDl-Oj2qRl7oRk+9Ffo@CEXNoiA`ObUH zhsy^pJd1LD>>POol=$ZBH_t5{INXDZ*-<#si)Lll7tqs*y5$SS8pDsx894XVLteaO z{}M&xULt92C71TBfmhBlg4VQ4Px~_9;i~;h<&4CNW(V39e(8o8e@5|JTi3!|VTK6uxiTyYih@ z5VXyz>93&mStmE>W%q7gT(P2Cz zvx3%XtAvDjE#e-nNUonVb8aZ!dyt)F2ZEt^^PYYi+mbq=zPu`}lxMl5h}|uuHvNgfi%Hz_HGh%H5m8OR|5SN?ZrYbSSCb8TOImB}O(VVO zd7{Mw9AI@f`SiY>?~~!*r>#7w3?QeI_6%@)s~EMp0pVXdwXcQgtYu9H!#&4O1Z11; ztSaeV4pv&M)hRfYE9$2M>ZZp}iC1D{ZM7zObx=*(+=w z>$&_MYVJ47kV3#aI;{3-Knvm}6(s7)R8^-3yVN>)6Q5^~o^%lF>%8^)_RtZLtf^WvG#8^Kw~XU!q&;HvPIqe_84 zgc!5>If5`)j5kNNw0#{NETE8W4=Jl^8~%;nYQFMB80zZf+cQGo2h(b(DA?S(u^sOf zh@uT33by5oGpTfS9TziBu+|sD72beb7H=5)iqC17sUG zw&B?N^aym(LZ2RhzTE;=JB;KLCabKuP<#Ti`S!x?V)1L7NV7aL`V*snW)t}DD6>(0Brjq&H}ZDX`hSH-sP5wuXl1~52t z#UT35IbHnp;shPIK{XY_*v7+#l+ta{h6)z1VaNq4Zfu^%p1Bi|Pv_@i$N@4IQ8Uz1 zBu|WViQFA2`x}3wiS_#HjRD2?dmWzvAnHRjxw~JW8q3XzgmHA3G z)1O00h;v6el=sC06`*cHxoEjpP`7bK?@itlp6k|MS!|2hd%aP?0U)-S*(zYt%#neW zS6JJ*V4IPV(EuOOL`?ZP#tJMs%o9fDYn$T3QU&dCES`I%AY2Xvb|LksKIDZCnXgVpi$76?K}YvOXGk9$zX?d0nYYSa3uPNs`*=t&GUQ zNaM9J85Rzh_gC=6B?9DIpIP#x!v)vUEEq}O7DnJ|4J==pxO&%e{={t756%{?{VX3;d#V)6=s9Ra2I8S+sAj zRKfRt;UGmXsoz}|$<8+gHFhIbh1ZsJ;hj*t>4+Do0>y*NLCc!<@1ZJ zeQ`{HJoE{YY*s(N;(_~IM8PNQ#ki{En;wRjJNtOlOXid;Y@YQ9h?|8enL=ZRD!gw} zgG)~jvM;zUTxe{X`AF{&Uf^x>q3Y-m4VX4Bz|C%F<$pEYiuP<&JnSCD$-3E@a%K5Z zf9Ls$wktnOnvgSzp?^@<9KiE(u{A4sscIV7m_*8=$%R!zgZSm3%J^}7xk&JDxYS{3 z!nee?W0SQh4)f_F3#$w8z~YrYm;?U*bHx6q-Nh{VrvN2)b3N*B3KVNJzI?LAleH(} z(2Kx9-d4QwwUD6wRVY_d9p}$)6o$H@6Z>aGolHMRUEy27wM{S8PcIKt4jH7?3a3|~ zCSi$)QU8VK;hNFPn*f?uWBW#)aH+g6L(?l7u0aCRg_r9CofrVWY2vT-0DXw5oMP}A zwX3Cd)2SV*_1V@b`3%N&WQ8H{DJN&64<39Pre3<0su5f!8+|-b1?iji;(_0Faz)-M z_qlptV7RJrx#?GzKU957Xt*{hdpCMTpgHB-$zuQ23AAYB+^rVjqlZJ#358u)YghN^*xsyt;!`tCcmRldn9N6<&P}kOz}~E9)%%mopdnhOQi*RU?=A>XYR* zRYv&zZ62rg9}xpgi?OF!gX%>(w3powp;AJ`+iv)x)d7vbJM|41H8 zu5<-t^X3iWGmZIw^-4viYm0Vr;P(t=aRaSN&rOca0SRNuc=dxe7|B|vDO9iG#CZ8j zErl`#MJ`j$YIv?FuleA8Se=k2KG0Y6kZtzc5ZnN{4-AHo<(AX^#2zud>9b(|S*yi3 z4zPN5>4S#K#h9c5{yE#=#_aWm1!L7^_?G?53wQp39;;~qe7?QnO*UOgCjR`>&J{yH zhZG5`r>gP+rw7FnjuE_d+zd(z;}S=Tfq3W6O5q0-gN?sC#U7b+Y1xuq!;yDBW}GH# z&(potGm%MjN{_c4>Xy?=w_l|r5s>4YV_7;~Ex|81RI8O_^JGG>KS3MWhd6iJtW>8B zAY?ljLF{%3fx!}|^$qe&ru(mI55r6Sro%Y-2eq}y9u>*qI-YvIZYEgsm5rx)#GrH< zqHHl^ry`k?sQaYSqAModXd$Kh(z1ecF~=@9FcJFt^T$h%mhzQPq!*IzFn1N5yxbnb z%75q`&eg=PRVA5Ix-z4RTjE?-%Fwp1*{-h&`KNR)uI$ac_$o<3ieb3j(6U3pSdr#Z zZrg2fkQf|vhdJ0fzlW^khZYWtj;^MhKWXq>iJLrUds2C5Mk7A6bnH1B2aLB7P}q5# z^xeMD{uw$0pOR&`!_enfg3;zF6)^Y9Lyzn+R)@57TkGVap5d;wq1+H7g8rx#4F@5` zM&`O9K6ye;OZuPQyME14)twj2HX-mml-lAjMXhICUPUBwMx_z(vmoD}jfV5r9@~BJ zGn<&Tt#eyQ`S~dn4tri9D-XK^w^pdMQ%f>|4ePv&k8v)bDW{adBT9(-7^ zretxskWMok!sqH!gn{7!VvJ+XRvc=vvXZs7=VZQ%b(qvNohQf`Gx&){G$8p*1E`_W z9{~r-f2mipsZAvgCdNL}o=plYb5O@uGeZxjUp@C6Xj#ah~zSZJe;THE# zG?_guzbW?<_`&NgA2o?JS!PJqbK7+7d3*EclX+|(8Jb0c~dFoK#U zB^(ZO;y!k{)R@4t|I4h??Enk z&IhjL3TwD}$iY2DHUA0PJlA-Nb-9CpVeWG2kf;!ZMa{6ULOnGKeZ+=?hU2xQCx2zWOp^$iJ!so6sNHv$KGrdP3-wIZ zSc)pc#{-%i0)e=atUJ0(QEI>149eNfX z^)sfJujqgeRZp_5q$&ueqKlNV?aejeGER0Cr1)#TMOb6NHWwu-7{CrhOLoD8~4u^YBdu%-~{* zN9yLE^5($4e5I^iJ|WgPO7q~!jl5HlpVmdDGUczg|B7@VlnHwD&j-~&PT=d~ z!){4BWZerXzL(HLeDmhOmsfJkq?k9TR(7D}Wi-L+)S}|U=b_K)lYh;S(XQlJDf?`f z^-T$Ed7}yDlU?-FJWpdDNU2-9z+asl>){M+Wp&u1%?b^|MR)sw;GJi$A8LPz8wX65 z>gZZnZ*qx2X~3VzxC~(-W_S`kvCR5!gRE#r)h7H@UD=vnw^swtPe#S%E}NUY{-$(1TlZLSk}9v!^^ZGH3Gj~d?YA^ zpoOVs?{wKO8rX*p*8O3FF@JottQ3B7!U>;xcGR4SC)hU_R9?&Wo~kj|Wj7%G7m zrm$s-OaYJ=Al}@#k+gQo8jl)j2nk*9QnEO53B}(tpcU#loG>rC>q|&UX^k8ejp}-W zc_S?i4Pvwa*_LillV1Nk!z=&`SIw?vp$K^hy3dak{1eFT(`niz3ps!kygRHx$a((O zbllhRa=aix!}VF@pQ}N%XI_lHSuVR*aH$^LphhnBXX(Xeua>{7)Rsi4zDLPoAdvsk zOdg>`Fg!njGsV!evX+9;4^q>uQDv2so}Hb|X*q$ItpHgY;7T*V^anYqT$-Q%+r;Hx z)NlVSegk#O{});P4I@W1At6i9wIc;ih>5qe-s!VC2>E-A^|G>6z&2qw`M`WYAy$)B`=sgoqeSx)rc zr%#`rI&Dq?N-61(9C_5$o6}d0G%C!ZJP2>zRQTLx#}u;$L=<3X#BKX#s`_nLG~?a@ zLYf3lNCr+=V$hyzvEwtilE`j4aJ2I~hFN#h<{33Lb?@(osG|t%Lc(xyaqBKGPH6#y zg@KJ9tAKPh2(kVI(|$=wNhtq8Y&v*6AXXXmxyqcjm*;K=oqOU|oN@Bwb7~rz`I@EV zy&Wsm8F9dM%lZV?e!FG;(GhGXI-v=0bB|k|f_WM_etR4v3k%DK4cqyi!aC%r8{UG;4D{mZ>FK;%^@FHc+zTzH80Oy~aG4vA zetr4!1)IWoHX}xd$3fsMF4^c3q{z+DN06syjf}5`w<5PxV?9W%&&q zxwDyo{^DQ!uhXdPE<&0Tmy~1)XbVU)dn3gIF4KW@aC$IvYyx9WtHHYTb_&;gFyEq+ zNj#dIxmf&dkFpq@E(T(lN`ptr{)l~FtBUmLYp?VVxFjdfP`m!MV-%8-kU;;Kg9APV z1M&qLaz5vu?JLM{UzKUZ0@5XCaiB;MaH;}>P;oFs-F?f0{O!AlBD6+>_7H@0%yE58 zUOfej7YGE7W|fSQzn^6U*KRnRrq4-DeZ4*VH6wJKUJXpXX1~7Q+uNgsd7N$t$RK%Q zA)DRJdq-t>6ntPqC@*F%&u75y=s1oWg2`ONdTH0XqpO&hn2bzsXB54xrIyo1#V9^G z&(P941XzV!6=}qB7H6*CZUH_p16^ZmeM-!v<$R#B$C$ zLdEs;^b|9tjxSEP{P4(Bnmo=GH}2oR4{UUY+jbtPV6vp*ZW0kKoN6Jy1Hq&d<|zN^kmTwJ5b90^A8tSE*~km2*;H!u!0?n~x(*`05e zLJ{d#z7xpKN=iuRcpNX#N=C0w)s&UukB^UsgJrm$(B3^xk66Uiuyw zk-H_Lel-hzmBMB$V+yqfeq5x}u)Dh}aCv4YUNz(4Dl80wSgX!)!)eA{HBY4gF(3yc zd5=eT5jXEO`x|_h$00Wz=ruUZMvcrC_?)ys^6@38#J%_|I_x2*wQ?mepGY6(Wd zt$qZD4f=?0Lf(BUN*LQ1D|tBp(vEDBeJr#`Es) zjvEu=8r3$R|9%LgW@Th#M1);##`E`B^78UzTvkBaoJATD9!^94%%=Gto_>L|ZQXdh z2(nt|<{i?BFRyU@T1#GkeWwWHw4P>oOiSDLk3&IFtQ9rs3{+Z9*4nRtCxnV3IUTpA zwGmkm4ACF0ETwo}bm?AD=K$&+xcHF?P`_|Z*|cI1@V!PBP#|6aZ}ABD_dlVeC?Be| zm?*7TZ0COv2%gC)XlP6%^SjajEkg~60FZb3`}+}kY`U!MY_WkvZo9&U1C5!WLVR^~ zbs*phXV+`-$x4QHuG`9K1CJob7hTbn{J&y}*zcos+u_qLOG#jnjcFN2J=V}tflYFAO$>Fv%m7Y{S<{W%Fpi3BI?1^)D%bJY_t+dYs(%+j ziGBut?|1#KEqFGoH-T#llr3W&prrvNYi&4hwAmX2l%apg0Ig54@JP!o##zNdiU1mu zt%-^}m=ys5!3=N!AlWD@ElreJnyRq_dcsW*7o(IMsKwg@x3g|KcQl1=4do2_QF@H! ztCuOpoE&a>&bS})1APgQo@iB=4ZChNI1MYS!t4j71$qHW0=?&rT?d?V@HrhK*+$3; zaI*n@YSknNby(_i3~_|c#r+=vyLRgc7+a!t=R29Aq9Xm8BFIwUu{4=@_MCFI*I)En zeYufOs39a@&U#1NbD&(`yBtD?c)gxg^kRPenA`2BI2|OaK&1h{@)Fs=cWt6{qZH;LEDYO1>A>udkOzzHDV03iU5d24LE1mrc< zb#=NRoF@h?EiIE06Fcv|_eZ{d;1$*5xJ_1CqJi)m8X5vIf{+$nag>ynZUE(_(3t^6HUH|$GHMQ7Rziyz`6hgu%o^Xr7S zzklS5Bp!$Qh6bRDx7ZK@_WKs!S%;;Q4h5CF^T&_v-Q7}0Dr)MCPmz&t*hwQIA_~Y6 z7gUQ#ZVp0SSqVd8_7%eN!os;|wA-l5QV%x=mthHTaym}ey8wg&d=?IegZy+1LK7%& z3^uA!UlC@Q#S)*bvVxuLv{M=z8&8gpyFj7Id@ig!JW!B75KgXHWo5as{O9=2HIdjC zDL@@(*crLLz7C{EK!fDMX55jgR`DJk@LcLB^| zra*ii92|H>L=1wUQU})tn8n}!>c2Ujj0_hO6H{x_#K7S9))qk`pUVJ`UI6Nz)p~xus;4oQ%<2S89i^XYCJuzKnJp&wj;`LK4&(85OV}PnXEW2hrFE`fKK;jz@3{lBn z1Eb+e$E#o$4_5PvGRR7S>qK`Izc3Pst495+?2GLLo%P>jHsp=gd&$G9)b3NUt;&oV! z9IOWVq@u=?)%OGf&HyHZa4-+^{_L$w=$Ho2 zTu_^xQ`#AhP^a0?HhY8GtEveq6)C%kT%HOeHntzAR^ax4-ZmpM6CIcs_|h(@6)}vO zBef3ZL03FJfDRxyIJn=W{$kEWMTL0w*DrAb23C3<4=>o?zuN8CR!XWHoZW7*gHq7rEQELSnde1)o37XU_b-Kn zAjRPEF*iRjFu#V0g{9#p_vacCDyx_toso~*Ln*oLTnCov0kD?ReZT*qbo}kH!I>FP zpx^^HaSkpN}ZgUF_zdkoOzX@Yel4ue*8ad~T$a3}>o5NU$;>f(4QWd>9}aE}d3 z$*w@-jmCGfoCZ{%x&F`pxZo4ToY7`cVPVL7EW9Vf>Qyku$w})bav~z|=(fZ%$mc5) z6>C6G3YOZJ#JjY$H3P6C(16n!J2s%ASj<6n6?1xIB$^&RC&6TFRF|ZE#fo>P-enJ9 z(}G`x%v`?wt_QJF4@E`W0q9iYB_<3D2X%mJc79%oaN+eU;dv}B4@SFI^=FAX7lutg zyq!UUNm{Ux8$@ww$nkEG6jGIuzFW-uhn?z0%(fOmEI zEps_+b^~#8A01oeYecgWs}X%7&}K&ZN^WU?sZ%8#ryOr#mhVxy!x7b2d?AG z{AHXS+A|l0N0Ui(ueqNlS^H%XH~X2dRnzvSO0QPwx@2Ua-1pM$%F0UcfYJ~^0z|~b zl^`V)7Z-!_36hOgqZ{{^*CXR@<~Tyg2Do^Af--sk+Y*gzaf;aNVnjo@5}7=zC_wP*IfU z{uMu$xBNNkLynm_bYV-!wgh|lEL$=YLplC2^wA2_?y!k+)3n>#C^Ouy&+1XE=OF>fu>OW<*VvML^qkuLe9#{UTF792@foUPT9`ELfggM%Ob9 z_`S5VoSnHnb?gYKI6rt6wvRM-f4z=}Dc1E1W+_ErxGupN^8IV&FP*ALMfJ>|sM0Mq zK7Qv8#nobV)~dIyI5!8E$%Wo)U_$$UB;D%xMw1X~6`JNiUVB6s)3SrR_?@xjPO9ev zCPP*Sg693_i|gde>+Qzwdj#im_yeV}W3a>q3>inMRdEtQ>TtDN+Jwxi46ktNk&z~r zL3a0gF*|h?t#R9FZ1iFizQy%e$`(p#YJsRi_{tms;*AWAK-7W5&f7V$n=!04HB3ov zdmnAhZ;{R?y=dCIU5O=vxn#=TTp$gpY`?Fp=92Z-P2@Oaiy9E%)7r8JP%#gbs!@E% zdQip1;dJMx|J~Cu`|wlE5)R^2O^nsr<|xB$ZroYB-LoGwUaz;#((X|G2pYS+r^^;B zOc!DKWxV`d8c&RdO`Q_nUyvqW@6FRoSX-&s#dv^nyLiX!PGybc&pNK=j*uQYw8}O; zuR{1+r{>}5`h52;4xD=TIowegxm{B)XSn6Jju1ahlBt?t*&5v_B`O5=vY4#wdBe)h z!$UlyES%msR%1s8a>*M6@cQ;e1Z!tT8#rA`QsGdFb(HH+M+gO;+O3|?!j*0PQ)Je3 zUYe_Aobd)rU(R$jAuD z%Oj5u=CImNvQXhCuK;b3PyWtdEXM&nO*C=e-(T#C$)MNf zowy_1e+qBa_M>*kh?)^hW~n}JIpfJ=ZFEmi5kba_GUkiuP)Z&|r5vk!P8>_KD&LFl zKj3w8I?Ti3{N-@OavkiFoq?>U7iG(A=b1}$Te7kB;(Ky%%ER}jx+GM5-f!tUV!Rtj zTXqfVi}86eUZS%IWrjVjQ+JCrN?s&&7Kv~X5sEp%tX4mJB^ejRpb)U7s_hZQNr^8jr$-V;M2=NG5NBt5?TB$$#@^9zd3Q!!F`x80EA&Ujbe#dfd+fuL4*~eZURD#)&R(XMEa$vG=Z;+is$(&q!_+^a~Gtct>D(S8^Yk z;db3HVK6x^?k*7flanKW;_A@jAV1|}qrPN!P(3g}%i;!rTmgB=pF&B&X~^3%J$;dr zm0W7^2USxm#Iioz7Mf{vXT0NwI?n(0=XD&nJeAR5vD<%eMWB2wwc{wDR#j9~qOZI} zeM%VC63Oq4ZDDE2Nc7LIYT?w2Rj`5QfztYyH#Y^K`zGe?00}D$X328JNl{Qx0Oq39 zkpTgQIV5H?i~wRY24oI+ejyiAM>sc(F2!xYgdGbTo8Fs*kT9pCGod+!+b)v^cJJOj zEiJ8k!dUUjEJ_)=M08RDzrC;4=sk)>zQ}Wn9dh*2Vn?E67)4>@$FE0Qid2o1G zRaO=h5P(BKpj%^`(QmRokkJ*(VgSfur^W6#!Hc5@oSX-s9VO*+-Ud%buovkd-M}o7 z;elt;q7b^e2Fx357RR;@a{d^&MRuXcI{f{=o|n5vY_b! zWarBlFEXX#(BBvvUjon&3N8RRfJQ*51LKq?vY_r>iLQ&<M5|^zys+ z2dmL9qMWWF=!Pn=cz^+zG|HDx*2zsK%2&VwCknOen48XQK}+FPP_Xd;JmCU*3G^Tm zW+r0@s%j2*RDI^F<&!h#m-*-R~xHDHiuKcXZ%@|E9FgRvcyM`+_>F`+km1Mvazx0hiR0Xpxpz+ zk(p%g?-S5J*vKWzmItVDBCY}3-&g)wzU)C zv9VW=j*p|*AV@b1GyB~a(Pl3u^?;#K;YHYL7HHc6i|P%iN&wY~MiBiF0JfO5PFo%o zZ|7P*2)%y&ni~VvqUUh->QqWm=7a$+YuX=>eun+1U$-x zb^Xo_a&pV3cWlAm3utQtfLavMl596)5Ja*;!W6`15zY-dAJ&*0lfxX77G&-kWvFPGnD?p!FU7&f^UBb z%k+V6r5Gf>=G5o!0bAykU{#BFRE6QsJ}L0KRi%t_v3@4&b0~Ivv|vM(EMT`|L!)n@ zE@Q3e2d4{MeQo?QXu=Rz+R7RDoVTiu3+=OKM}X(OhKmcFx#O|96C(jZD1t=+f2U}a z6ZB^DfEuYRdAxNS5;jnBVwsk>bp*D>cDSAQ*n}=+e{POb<<5CG?IL+*j3C!AW20Sk z*s-75z2`$$ekp7_ehI*SnZS}sR0th0Qx>^3_#)2L-(U$q0b;?6;V7(%CpO<)<4Gc# z2`qf76y?d&vC4$d39gfIuJ`h8X%)Zz3LO6d$`2G3F)%RRzkko`xPG*p77BHC*4j7& zJ^(5}C3x72_^t*bzA&i&_X-q_c%TKT~PL?B{sPuc;BJepJqae1@CuhQANL7(XBNVU6X3){+b zT2K0k1oq42IOkIwHJ;w$1JZSI`+`1Ecau3wE5Yz@K0W!oUk&Kh?3nQ@iAeHquV%m* z1SGZ~nRqRe0Us@bo63jHaF>TGUjqbV(E!NiTDIjX3PS+2T%Izcc3VPt$UXkwhe4XW7;U;BqM-1wGywe&;Kj3KQ!c>p$^#^Xcy8vXEPtofJPF%LHTy{J zxpn@RUcBz;&Ky3I#5e3%WY24k{nTw@{b_nLeyvHgL;2jeVZ9Zd)2|?qk5YfLW0)7`1NCwRQ<6im?QGWcA92PkwjRj4Q>)V296l z(>6}EE=FjH^=-U<=jUPk3bYOA4JMmX`&Wo5<_--Q$W7;rMM0k}EP(|#SAXV;O?@eE zbGk+rSCiriQ#c9$5#WB^>|-ddppX1yT-|$|>RqLgQm%bCT`WcCHr3`eCR6m83IU1` zn#_J{ras5lVr*{OcA-3DBi{(T7RmL6Zz!H52*P5?dXFl)r&3N6#-i04$AYsSTsqNX zkfPCKvRKiQ={p!~ zZ=4+vk&>6mQqY~!c2u+LA^W`oTXN>-t-(7@#JZ{in~H(W^+~auSDmo+6`c)kSvF;j z-kYB4&i$>`{phf(FxgG(s9twdf2*G{=eLx;#wOSN`whsg+PE^O=E;D#s=1XP16T1M z#*zuH`NiD2Rdpk&d(XUsb$7UVs`GY4C7Rpx4Cqw>hBv#~ocqXY-rkGAX}c5aAUVT> zu~$ofju6_%(zgiywiYPup2rI@U}lDok1rX`;Ih+3Vm{niX85J7Y;Uhmu*rT!0kC^M zK0e^jLB!ZS3)8=SDwC8pHu>F;7xM71H;K_jRFT5^|8Vx!L3M3GoGum!Zow^h2<{FE z?j#UAxVyVUa0~7bJh;0DcXxN^00-B%$-Q@`=FQa9t9SlNst)_?Wxcw8{qsc@{bV!da0lUexV5oX*RML-epIX1~iV8Uec zs1-?Dq}uc{rHhup4i#&|j%utlFN7N8z*w|Y8=F~vqpU*q(m9ka4d%(SQ@aj)-sBn8 z+8lz+%b=JnC-vs<4r)D^L&I_ZgPDXq_%vj4PPCgBbA?L#Pp1xW#e7W3HZiOuDe`XpTI0O+Bm~8bx*F zcurqI*9(eqKtIfG23U|2z@r{Lpi}rNbtc#93|bXWOSK5&9jEjzFz?o)AWt>Q*rqoP zYS(zq7{H?w7>wkK)O^pAY@axU-Wn{Cg-xfb!-ntgZ@nKd%Pl!wpXI^@EJORPnc5O= z24lMiA)l8^mNC;8Ge!daGiUu?9iCa}dB@P8M6hvmyB(qA=EKvawMf(^NAgheBcD@% z>jjt~)kG~d;~CiY%%7lkXQboxItlL25nCFQcUNWhl~;csTfRLf?~Y33!NeY$Du$O| zkC4S`IC8=Ic1f*GrI;0DSM=4$Xs^xyKSU0e%QbpFZkcF$su~hZ?HO=xM@Bl+g1xKW z3a#qx_p}$vqf!*fl1NjU0W8tf&|ApnG7Wg%u(+?1tA&vL@0)*jnFbKn4!OUqc?L2| zOUjUUL`1e-!v9L9ZYv8{{XXdz(aoBcD(TDc7F>1Oz*tyh6-($z!CQHzF>j{|LkU(b#H_+lO(iAlmMm+*o*fwm zBPIh~tF3`B2yM`gcaZ6E=jG=&s5hH#7z%d{sE(Q!BxZ_1*4BA*gie`M?8QlU@7cwn zIn$1VTP5&%>Ll4dz(FJx&kJ$;B_rTsGP85izY%4ipEmf!Gz z-P)66iMV?(z=QM@Qn8F{lrg>fw#t46q-Y?3uua*aJ`DvDa&hm=M+J1yv^{Di%i%pM z!t6XWFM%H8u65MF(#0kZ#?-C6yp!PY<>!{!faX-iG4>b09Oj7%x3vdf>2<{Nb`P>bMXPTTmRXd8w zM!-9h{ux0J3%fn5FYoMTVOfydJXc@w_JJ-4vE0ywB3dvK9b5ZsB25(Uy6&z3e%b)m z9g(V&(3tkJp6J%>RbjnOeHNzs;!zdB)iN2H=FLls%* zxw$F^WRmeHW5n=OCk$=W9-e4XPE6cCQv#Kc3+)#0`osD+Ue#}a(t-pcvk!YVWTG?! zypEFdOXE!_19&A7qf^gE6U*h*vOlN+=N0n=ylhKuu0@289xZjI0h4)3))4`+9`Yo^ zNrpi?PH(S<^lQ1`)Vf;GhLEqJtr14IqY`YNPL98+@M5Dkk4@_&NFB7JDTD#$M3hx$ zqcQkpfW|?vka{nJ-YnX3R4PK=3HvM;=awF7J-?~3*71!CJ&ew#vV8#JdzuJp<(Q=2 zpGLdW_jXkB<*-SUBybu6Ct+dyuWyh5?xly=nzPv-?4w1Olvze#Vnfq$K|@}-vm#-= zPDUinGX|H-9`lG+-~dkP7)y$(P12hnu=k~6SGvS*fa7I~@Rs!fe-P+8H4IA2{0W{| zQ?7snK5aC;{bBo(Q-^X$Z90AK)!8`j!rjD-Z|WAsUcp!h!?_l>%&2(Y4_Z7 zaYAOeesle!(v8+V>iTw`%>n7Q`KhH551MZ-YZ`iG-VN?-c!VO~_Qtv< zQxwEqlQOVqqVBSn&xxeDV%<^7ex7 zz4M{Vt+!9t-kx`@_~uB8XzIw&?viYlPx00Hy2Hg1BdjBHyt&Hdc5xdIoLcTwkpgj2QPpeapM64@+A~ z=!5guxa-Bfm*(9sD1a=!7vXTRGrscwi__ zSswdVMh_r(fT+^zm23o#Dgiuv03`r;&Zk9`kyK9L=#`7VQBr~gv($y0rjYfjkhHZ? z0J>YG8-vGuDlhb%9%pUYvEYr1MhhVzBSW9N@Jy@*p}I}9qmS?bMkQ4*)a|`u?Ap1g zh!g{PYLFK-LqH-g4pa2UaZFCQ>kPx2y>p{>Z!J8%+dsF95+0`VRGdly< zY;<<=wFJXkmaZ+9kSA}-KJU*}tdEV_p`^QWc;`g;3Z4$Gxu`HXW8Jyy_z+AX(0oej z>g0G)Ej@b2u> zb{7C{qUx87VL{{8k=mu{2qcE}9N#^j?c}!w&K~H|EIR)0{Vr3wk(2uUyF$v(Ql{F3$rgTl5JS!sv)?p*B{7w6dJ z`(*}nR&`gO6=O3?k2BM6jSKkbqqG)s-v_<1-k)=CH$F`WQqjyj-m$6ND@=7c%+F@{ zprCna{UgjX1DgbAQ*i{;O7)gMC>=RRWBXuhx8v;n>ztWQ>zH%YwPWlp)f<12kl1NN zaX243$*gYOuVu&uPx)p;4bdpNso2mA#wi1GM==0Ik+^OH8F<%j1)O)4`Ewjq6n>4u z2i_yIzqs3HG)qkYu@1`&EV)Yp+t0*eW%!(fTALpvD8JfW$Hmdjq$2=nHNR-{2$c~D zIN8Y$;LIvg*mdmo#}gIP3vh%ur$cn;`0svGa$A~Q!-;wF`p6C?Zt2WOP4J_K0h2Vj z8n)ywl~bh0;uuy{k2oS*!sbs7EPDt=5_Y8*fQLYJsq;Pez4M!D3O{elU1_+*JG9Kf zn78=>3Vq4$DH^<7=+P;pCxb0J=0oV(GrT^;>;HSMC4zn8OtC_<37YPjMK}D{{pcw>qwy4QhFRUpf;a#dY&& zFu3Q9c1w++R5A5ydhqgSjuAMhZLIvPkCEHTda#)E@rLnKHEC&nI<_1xMYg83vp5lSkgL#yBd$H5UhAoI(%e zWt%GUYqI3t#~ER}kKwRd)l++YybIouqh7~6J-6(1cp)S4O}`k+$eANvE{Cg!wkC3g z`sgi_Cl3o9;2#0XNPYBN%k3b~PU~|nUjn1H)?``v4;y*=SrL1(^zn#q(*c2{GRnIKuAc)v z!^ht;8rKNa|gQtVfYYt28K%^(!oN)ooZ`kUqtHU(Wy?^P)x!szB+T2P zWWH8>9Vu@@i@O>|ek1TR2P{W^2wWZP<4SO2eu-Vl2`opQlj^JftkRu#Hlvjwjvk9NJ{(Ir;&Mo3#;d_wB~||n zQ*O;NRye9_-L;?4vXril5|BwX^BDw@(U@F*ZFgfmT@IwJ#bf$eCjam{r`|Z%p*i~Q z@uoOCpxWpQsjSX-+ncMgU_kRt`Oa|yU;lBtaSAXG*$hniSYXuiIa6YdPH(r(BeOPj zyurBLhQH26<^{0ben%8A;Lnp@udW(wMb4KH?SBTl@64s8Y;*Z433b!2FvOKrj zUiyO4y>%esP9m@``Xa^#-fs4^2qnEr*{-oLl!DAD9M{~b4$o^-?_o^}{eYnwJDkD) z0C@9oR6wo5^^&y)FCk4H&KyoH^|n1x(s(IG4)EraVND&YthojXa{*|AE$JmhKZEl` zGYZyPpz@!0&+PQ3JR74h>35C|QK)00WrdynT0%kE+*(C#=LE)#@^n*s;>-rJK=WS8;X228aj08p?)Jn+x7^$ zkcxR5Y4QgB&%g@d^71vF1B9y*0mz%zL>4fz;@_D)Ma(DwTk?cenJiLx52W}ho6`p7 zv0Sm4wT?_M$}N6RyNG-oEtC#;R&4($z&>_y%fcHytXMoiXK;5~!n7Nxp%Zt(<-WiI zJc#)3gPgpZl$D)&`bYtQu;%P-0Rz^It|Sa~3@t5wbZDGfmA0tVg@$Zp+p4r%beCt- z5L8Z_IQ;|0<;0_FG}H&*#KUq50&ds_6%RrnQ74renkuI8M}SNzQ=9%c^r2^IW|d`! zU@qfBzOVxex+FI4@8QL1nl||*j7xNy)Nl*HcLIO*;_koZ8uGAFR{Pd1SJVy}ajWNi z?g=daB5uv?tsBAug^vO#(V=^0@^kkV3>VOa&k+@s-M#g;l(&T;vZUi~q6gx&2G1MW zJPy}+g~o=WD>jp9QREZVmQ4uRa&Zfzo>z(TT#f=dKPtTVEvg;Yu{!u zku3_GVFwWDitx4}!KzX~jso~Ukl52X`9wF82ZM_7U7Be|Ial4KkySKz&xxaDdVvL+ zdmekOuM)=dqa33*pc`NQt|p45SBcQx{)pL91uWuSV2q~{UA%~1R`v2Kq{QJ{meJZ8 zX43|dI+lGomt&EeO#(g^0)LQTxH_bI6zk?;P993+XF$0h0vfcd$L&b78Bh1JC zY&cvG$!=L9U0xb5XeKOYc&dJ3CURr@6h97)pZ;W`81z~8_7@H> z@wj~Jx41(0!KEyOaeSA?uMLY}InLF?!DtZ-g>zfd{vj5`0bm^cfE-wk<*k)>r?@4O z$2g)pzr{}iX?btAd;3$CuQ*JfSQ&@jl{L?9S>E00WEmb3TDlfA2Z+;E1J1na*y3l2 zk)LUuYsO&*)%1}v`dIBCVBQggm2Mo`IRhvF>?%kyq0omrV${iFI%p|Xotz4oEL(n2 z(xRHn1Cg%6jox@c7+?}R=k*t>85qaHkWsBa-@a$kk)IddHY$tp8Rh|mfrv;+-)Nxx zy^XfCmjK}T<{Eq%i?>1s9Csj>z{?eFR-DCK4B9DxrVCxy;Y$_+(p?qI@~hu^Vlksb zH`S{|Yn9sUivH5rl^n7;Se0DVyuEeC7VhSKqzdfQj#+iA@P(pR@HWNwJ=H~*k6!;G z6c<(O?`mCjBi-p#q^tgXc!e8)Pc*@bbh_!6+s%^vjPUkGj2s&B|KMx89I%sKCsT?$ zj?M3MRK(L zKnv{p(-5dHog{rgw({gi{dTZf&X&nHXi4?9%J6^WnoDYhfxN&MD8|=qQvoGetgdIn zOncud7-UJ#(>M;}1(wVYx|qX@nF53~Akk5a2x-+5rLl`Cn!8v;jQR8zBP#kGhPPas zlsJdu;c#VJ*N5eHs^X5TCh` zlkHXz-+L%h5n@W{JbCcqLw0QA9w$_rt_C6M%V#higf5_w@6^57wbwo!e&kK|rq)KK zySxv=fP`fqSX-rr&{^Xi`uj5f(tF>Hg^^I7BU_Q}gC=_z>-m}EH^L+aetBwoe8-)} zCBgA}n^VW?42QXHbvirS_t*nie3Xd-Qp>~fBB$qT@Bu_dWP;#Vks_cb;B^ehTrGJ9 z{M+@-yOy(-6$Hn!B$p26eh#$$-hr@D)P&{S31WKu?%HmAAm*B-4;f+1$O=O1@ag^M z5wcl-=VW7VCN;2&+&vSU8xrazbXIl?rs-c{cGtr3mp5?U-q5pR1_e#oy z0bYrr>}qSs1>SL9h&_Z`EFPMOC?^)$a60lFjkC2jEU)a~Z^Ey+Q#C1rI09E8+;o;#xfu5L{nEGF=7XWEk@FO}qJA+V3>Hx@ylSf+xJL)}MMxV+V zh#tu-##`Re*j*aMnI^U`q52d?OU`3FENDqbyNa^RPypyh)_?m^#e@H6eg@lBt~dFt z7K%w|+^~o!{atAk z1hA&i_~%1ECn-1nKK#Eynls%Wl}?A$TKy#EbpFI>5a$-0`~bOn8d#e3+e!=*5v6*a zi5X|e9q2N9z>j%-yuwdoE29lv6iR^GWOQPv(V%xfwhWdunkTa=8tOi!Y;sY@4#I$d zW&G8_=HUScrhcm?mZ6T!PLjlBy9tonmM1p3*#Q4vgwPuNjTfMHi~cr19r|xGfQBIdXZiqx9`}E&K2gd_ zOfdwCJj8M)0Jh*SVEqR`&t#}#!@|O9pu&Z2VxqZu#Yt*ECm^zYDI?ufX+4og|YLCm9LGN z0rtTZLx9o&ju{3njZuQq{vB(~lpK19W{>~k=Ju9RAsM*E!SFQ~_bIf&NQHKqC4IuGFa;3P@ z*?i>!^g^4;c;o3Nsm6*IfZP!&Fll2;Fe6@-r^|biXq{u&ld3e6h*JV@Dba%kN z)V0L&+&H~?xI&ar7V7t&)K8oOMgZBgv>l!wV{}H_SDNsZHU&&@bj#rk1C{TMQ=gVK z(d&}XjZBBDVBcm;G0(wodgE%(Iwb`8xMH&23n;Nm0L3qG=x@2P#{7ThaN^G~a=R}z z8iKc#$~g+Q8hGe0dL^L}f`ua93P5~+FjcV!`qvS>;T7=J`#+Mo;vv<* zcMrAt2uGsSAphwpoYcp7^#H2nn9-|Da-(``2O$+a{y2>fE1|+OT@D4Z{(<&0YPogCwMQu zj%WKc`2r=&CeHN$Ij%*h?)-6cj$|>8sH}E^Nxe!0JM(excljNZM)$~HiI%R1rao3{$DJKC z`x=FKz=A{zO`qpR7S#H`a(w0*Hc2>hu_>aK#wl(Xt{IFsOdvGyX|61hedZaAl}1ON z%pup*pVX;DRmU{;2|8Rc`IlvB%6t|NbQ-*x@~|lB&aNFgAM3-;Dgfo!yQEBU#n|jS zdtcO#ar^(9o*6Db`Ujpdx4*XfKVvKdvW}1p#xaK7opnBk5OQ^ZNEkqMrg^lrA)$x= zw0mIz7s%FilOk_GXiWSGB4cSa-nwGxNH3%2IJMMWmXx_dHuN{!>>@jcYD?KU+J#PL_)(kuhj`Da2;_bISsfTf`z4^%rucc+-xZ*{`>Owf-+`5~W) z@M;~)yokA$8JVwd35XhkK5e@~`1`(G8;*4my83Yo!(Zs_(PU`qPs}MR3ov-BGCGGm z?ywLeiW1cry?^KjaOdRTt{S8VH>ug7M@qGl0R}O6^iYK ziXi}y4y4|udsbFwB|uv{40zYBLUQ3G`dpezV4}L+PgT`58h#?TDjT8~1oF+ZB6~(X zvy%Wda_y?_@jY0cvOp&dUT93$xN9HV^}d0di7!}9_eVyak|mIRkvZ*YP(r#VfiL8n z^JVaAd;%eDk9P2>{Dm|w;J_Z@b-h)06s>#X{Y1P3*$g`7zrsj(<*;5>uI)A}>j1$> zhTMIu;*O#?vU(4I2X#kmu~9e$4--EM|AiODF)w-U=j zU|=_vYiXj5VTFK+j)@a~%=Su`W&Boy0Z79*0uFu~-iL-NO-tibtI=@JV{ZK?n6|H< zQ?I^bB?_ryNAM%43aFm5|)LYd^;{ypLg=zW!lBGmS$c92~Q zO8^$N7F2orVFTWUo0;zC9uEtB98rOdGu=U0RXu5U6q=ycp^Pe@d^r`LFDFOk<7tf6 z=Z^vZR^rk~)J0p6%Q^8aH?5;smcFW?U?Vp>EPj^Wky0fiusIsBlT;S-R@ zi2u>XX9I)1XZHE#B%KsjsP6A{PeT(KBv|#nwDaUI!3$OmKx^uFI z{Bw^ZMgDna2H%80{p0gQ?qe5aUbJEN6wR1wBI|-J0-T1``Ow-+5qSte$8=flt9(hm zPYb=gu2agpX#bu?=JeOVDFmk;#uyq%iacLe(wg$eY8F81#T=ZG3ww|79~$(He+p!K zGc2DZ-9M3lGke~_LUv(Pq$ZX?!rG_UgZHZxHCgOcq;{8r4U2?oY;JgQOrdEuRZH#Z zI#~KiRFG6T=J8=k#03ha&b7+9?AvYgY66ng3bFi+vtBv#e-squqLl~gn6C#o(nT=gm=3XB957&$^o;n*wLu^+OUN0!6SCgu zx3Ku~@%bV%LvYT~_Sm4*Ezem&)x?(XsPyf!rXJ@I{P$EnCNxtViT5O#2$iO z|AGV@y-6A|lP-FcA*M*CMsn+n#ut}nJ~U6Z6+2UH4fBA&4KA)@Uk8baad>A8w;una zZJ#QU`#}gSclx^652ctq*WwXC>o4s%H9s%0m+{x8FF2<7f)|JrHOd7j{Xy5@T_dEk z?{Gt&irp-izM+3T=6BhKmd`8cAsVh0Z-^t=t^m@go2@17_8bM=rAq(}x>|3nZK;cn za+>T<55p6o(DgIs9nWs)Ik{_DiO6NcCeAtilgV(3*T>jux43oriQvi{p#7pLs={l|Mpt&9(&?ZN)efU(_5qWO!~|-qE8EOFdmu*m>uMn zNmybpt}w3XnNl7fIbf--a-Z0%vC3YYT)CeF-EWA94deN3fXMvvrY0n*;W&zZ5^1_zE%yDy18@2xPLk4*1^hq`9V_BZNU+J*;J^hdw6N?mSq|Le~wRfxF2+S#@L)O<~BtG#iMqUfD6~M&NaC5zQW)g#& zoCq*9UdYVVW_>Y%d1|=>ac5Uoer3sm9=p{2G*YluestP75p;Xbr?C|>Kve+4sR4UC zz7$67hW^F8%2SsL!IIt-Ln9WrI_9-5xC1zQ==nU#JIS2~X!757|A6F%X8h-0XhLkz zRRLNx3_!I@je03??}=)SNp#~L*$*_wE8t2KliEdqfO-aJzOdbVfBh3(jw&cd^~5}& za9OLxWoIycHzOELXu2zgQW`j-xy5YeqrJSy+pln7=Z!n|hjL0(Z6}nm^1BNM;nw9l z8NT-XshGf~cC>7oXsmxnAtexcfDV3Z8|y;qtzCW;PB{vj1aNDJ$qI!J&fhoAhQHlK z0ue)1)aK?Oo;QjVs^SdEW8&iJoDRT~rob!+{o9sC(IQoww>q6@o4b`DNWI;25$n(y zzE(w*l;+w2Ix_CeNjv*7;b1Be<@JEq;s3!@zq2>~XE}opIPz03XSbM`NG&h>k~3lk9`KuQOD~ zp>mqmo-w&QWvrvNVSv^ahrK`RJz-z{$Q(5$XLpYf;tIoaZsYu1&MOsgYL<(j^ZlVH zN9@*~BEA~0l+q_^WcL}FV(&;pYG@&~yNyB%zr!4Qgp(C$BK&_ZygLF-hXVc9=8xDw z=D9^%zoMrq6AW-=^cqJsBYek_?=nV0P_}lC zqC+~|{7QA7@#Ut3VBkPLe`4pR+!?+kcoUS1!W!ABUhsrXZ*MnpEs z*dyfYAK$n~nu74(Tl_XM=L_pPbKWj!J~)L$i|%yklZP52-B1*7?cCRVSpBTurSgsh`f7Fwv8HjRUq0^d^c*iG;VFO~*z&vi+PHcW!VIt>YaDeH z#CLDlpIszss74O&V*eSI2>l6kpE2>HZ0Gmg=_q6LyvsoW^ebMe+RvtNX71iY$uM<{IX79n-At(cP zX(PY;kZ16T*GAJy2_^Gnpud#uTw-M`jf5k=E420~LN*hJ>QcFwas?jyy>W1|8tG-` zc8hc(MFQgADVp`DK&Eud%`(hnyBJ=Uc1ysB{GKPZ*zoc^yS@H%5bx5KxkZG7!~5&N z=3o3Lkl}%o3q38BnG?mq3e45CnKNf!)?w3Ra*kMFUxf5Z5m$CGw1d=o_GY&N5u++N z7H{)fC0i<*iR;bSCKiSlqdATVcEfFPqBXNV3h3m${X7d1~#n8~Ot*z~!l`9M= zH*EN_pM2i=VP{u%??AwCt60{5J;X<)fQD&SI{D=@T9*6nnmUtRaQ^Ovk|u(G$|Lc}l;{4&f+}WFYEzXb8aOh({7K-@N;Qmc1HDB4~9=^LAn|E)KfZkhfZ4)@5Ko^$+(^ z%7eCZZ8*1g6)(Dq#wtng@oBxl%A)_u?b@3daARCw&6P!xU+M|HS4b-QzDP`==y+vbxyZFS9F;EyRrN;ih>wkLUP58+y1D(Dh#nPrJ z2nnr}h2>grG@`}CjMwHr7C_IG8`av#nJfpIn=P!7pMXNGsUF%K)H6iv5D?R zwp%m5j^LJSym<87Nt0s<)Ye@&WPmewm4SRRs5C_lt`7T(mAp@`&hXz7V%pXXvL?W= z<91s3M*j8^XK(wNpg5G z{U;ZyY7Pa}Ssz9fM(<|i7xgjxN6#<(3Vn&G>RxcqQpTGg7{L|7K59pc<&V509ub4{ zTaGQ)1DX2`!VW>$oD%j=GbU=7Jt@Ca2Mw?{N6TYP^pS1IA{I10(6^sAuLwCMlq9Kc z4Lt5WFjt%NpJIR6Yk~eGMhX{mw?SBby3^+PgDz)CfvR+8r0lu}U=qs6R zZjRu3)a=45-@&exh9WAS)THC0!mV#Tgt9v(MQuF`fum&(w&e5iWv32KJ!9wCnWFWz z2ER#~8D?gUWprZ8bQtlIVE$`Xj*oRO%g3K<*<7igBLkmT`6kn8I-5|gl}nm}Kwb0L zV~t30*fOWxOa2RL=9h-kd3-BPp0dpg(y}M8b0+3|7o}yo$6o{!B8^8g<4ou6qW7G^ zJNs1VcufmcHXlI9J9dzwW*&q^%In2B*P}9^!NFjB-f*P#DXD|ysWObb$tRq`O(EqO zb*o0oG?^`fl(rsqNq6I>hKZhtGAo$oiG`VNVuV;NWJ7Dch}7-U_!dGp#hZ3KuyZAg z-x_EpUgf(}M;T*&#btn3ZF#n=cL$0M<= z$oM2DojLqwk6VrpB;(#IJrUu?hioL~hBF!UuG5Ydj$2FBE`;{=3T1{$6p^zng2%Ad zjzcuRG*eSs2gJK1hqr7(qor4t?@s0Xv8~}+h;UEKtqb2CFz%oilBxIH4Hp@2Ne?+f zzBnog-G8DMT0Z*bzuweldFMdE2x7n3?ol7$)ZbSxbD5qU`uKAWZgM5ZYRwfB+(Uy+40&eTu@)_X<(*f} z;&(FT$c}DyF@m?s52Ir)DUP#gAEHpnkdR3={U9MKP5PfVQaTS!x}A8j3+W>-zpm5s zNL5FEZ=|Ze?=(&a?`cT}MFFbXG2=T(&RHx!5yFD~D# z($k-@BOUNIEAvy0*V7k+vVMKLStcDnfE`0;d$Y#^Y|h7}x2Aqp{=!!9V<00%LdMe# zZ|6BKCWRh9VF<)Prh4jG;Fv2lmmi?#&4YBpw18Aga!*9rkpJd?jaAeYS#i>s97KyV zF15LlGv`g375f^;?doO5<6%+IWg{iU_94)9-zawRrm4QDARhSEp}a5)->lz{CrEOwbs|mH8^;% zE|giPB3B#qEvpwd*p}k!wK!*$UC3n|4)sgY!g2t+NozSFBNFHX$VUgJrEIdCs*hN4c!4OUEP#>?!e%K21lnq9rX2)Hf0#%CLCNn46FPe9%lhlVx5}dEv9e$B(!b+j_Op6cvO3m> z3sJp%mf`rM0msuE;}lO`NGNG|!0pwz)bAFFmaV4PK}}BcL0=PTM;-9;UQVrQ3;*CJ zv|_ck?rWOHx81R=#a^Xy&y zlOvAmNzD;S7O=HjIq3IAq7w@(o<1uf!wZ9>2Uo=r6hBPv;}F`2q(9T}GJaJbJ*I!; zSXlR|H+jz?)#Q##k<3U>&CsWlCBP6gY3Gju7gG#-*73`U4!@}V1gInp8(8yT3Z)o?1`Iq;y;| zM(B5WTv`wGQ)S3n*V}P6WU_PFJ`AVx)8NGZ06OBOz@j8Lq5UnxCU0qqzqW6}&N3Ki zB(YOTQtm@ZtX6-TAh%QUo1j|TZKKg~N^C~_6_=$?EoZZcXC zL<7T4Z;)QE7)rsHTtG6IT@go>x0gT4U#Sg@HBIw`A%UApC-`$GBUaMA5IFDZcxYWp z(Y^9MBwam6I!dKdqQ zVYzpiSX=tlm40$=DJ=DQCN&DBB!zTsDr1<;bG41UaJij0?+plLBSWrX(MBLFK>YTR z0*B@9&Wi5vrzvA|QdDF$A7O1^vgTdM?wU4z`d@RJ(wL1gz4L*-!a8EdKt`1S`RqXA zNh%oEFWE zwa(T%9?oJ#Rzv*A+)bT4ZQ-_BHXw&x$r2OB?Xqa!jOtA?{a)>qwz}q5Z1KUCG?8Xe z9ZWM+_a4+g@xqCI&NMr*1ngU<;>FL9>6#HRXTEY&yWm4Dslhul3fA(SG=lxEl!0)q zo@*G6KIX#M5Z;piHIy)y{TuF2@R`<9Xp>T=$C!uEm(ZPGzpo$~#7CH9OIZY;E6>OF z%kOa~ewKq@S;pHO0zWyX!Yd-+*7>m@!x?G5=op0bG%Y8)c#VXHgdivfw zCSru8YL2KkC6rR4%IH(G)usr~`9ih%PhqQo?2rJd@gFQ)KG_ri#vL$&mXk(Q5pfA$n{?I&Uht!%=sySrHn0eU@>l$v)wl8 zVG|BLQ2XXgWheQ4b5UExjcO* zS->O5>H@3uIOkObt*kgzE}kTrgq-`;XKz_KDrh2w*jG^q+lQ&CajQdfJs^M!Gx4RO zQ}&!R*Zgi%p5}kr$v-=#GPsrZvp!y;TvO{>i{fzFh2HU}G<)xrJ3JwtWOU~B6`$hp zr$LSPl=kiu;ZCC%6MX9lS09+H&eddZFe~jIPzN+LbuLbgS(#aWF&TQDL$^u95&nYw zjXeI6Fx>{hXnXF*_c*&}63z%x$?ZeStk7kpl`7b!Q2X0ZbF+K2%3HLw|Ak#8Bnmw} zX3iXidhRXp3O8t3RiV^9wa1x^^m`j4$8rV^?}Ln(>kC9cf5Yf(wNP0K&b8aTKY9$^ z?57q;rJ)8t1dU&!*kc!1W6Q;$0ZX~I@dZIU?axA>HnpuT3Y@X+##gah%)-rd;U)oA z;Re=VVH!GAxF(v`7hP|a7*Ph$O4d;Yxo_z?43F)mF3PCho&y8lV2jqf;=3Kc=i1}a zOL0tjO@tmj?{JtKAJES7T8z&u2 z4`=o;!DEJtZdG9;{M7c+&4Zu`Kvf)bKH~VGM(gU$C4iD9L(V+54EE1t{AQ` zmAqyUrxjdMyQ1?j0&r(^r>>7=dPV(avH%3Q4&BL8T15mq%DSuKi>IcN!J@lS;&aHS z=oDv^ND=|MMt zU=Xam^zEI8CFX-2n`<5*XJQS!SZ>UG(Sm0`Z*5p)DS)$g`;xygjDbg9Tx`#I0fXkZBBlkZYtN*l{}%kv?d_G(wKdVX?)`2-rH*k`O962 zkM6O!)%f1xao7~wn|fVo#IOW|hx-EpX_Cg8NL$`rW9Zc847&;?y(0-A(Day8>BayN zgmmu)NTM>OpU&spJe=eo{GG|{hJX_kKCnlT>)q#E0)A1 zN!>M9?-Fd^CyUo#tTm^c`fjVO;I8?Sbe-GkY<%&TZWlX~(SG*gRmP5s1CM@ANZ*?A z3`dwg3ChI#)5}#yUBQOPkz@zLS0f=`QX}yo@XT z9`7m)2&eqih~?r!yFG-Kapxm(?g=Dg+*SbLz#sGn|6(!DOs1twOk*p7t+udI7EmIx z9bI3mKZb@@mW!}@ffN9_<8K^|J~`y{&=wOR}XztI(0K)^40vyha#_j6bC&EH1izp7xF_-~)(0-pv8*+QpbQzZh>=;tAW-)J~Ek0knpZ zoHG4X(z`rb^+e$4_+)nkq2N>_l^{2eY#migIeA?|?zUonA-;-A+Q;(me*0TnX+t_b zQ8OV!O}+jHhBs!|j1A^@-2AqB3=z$X%>>t)W(@$HmubMG;Cf2_LhS2%CqG zPs0(I>}HlAJETl|_b7zkvf`eO#n|#SVbuo8+5$d4qZnuPjqjoENsAVt)W-L~w!BGr zs;W?zIz}LNOdMp3Gl%5pz5spYn@4{0o87}U6gBevkCl*T%D9%>1P1$zCnKPviO4Q% zRxn*X4CR;}>zBwu^7GM5ooVELcK=M{-3@V1c^+#DB=0&nuzJ<$6?_;!%b-G4i55-x;(s*o_JO0{`R0b^wo(nb`!|cOOW_5-yN>5 zW<3uw9O;wNFjaNJXY^8^f81IETIt87+1bt^eIRH!}f-e6`T)LleM$>_Bm?OvjhaJ6iBtfY^nbUpPiEkAt+~1XJHy7+Zr12mD1vC>;PvSPG=b&zPRG^}bRRCduEH9|Z+bLovK=TGR z@w+8tud=ir=Q0VC>HtnQWWT>XAU2GA`N>FW*c&#`$UQ;%yK+yFvFpjT3CKO_F1jt3 zn(9m1q3@{k@KmlZ4h%b^pl1%*KRKALJ`uUPqgfyCEocHVH&n*y(9uIuUB(xZv=Sim zCy=PNqDnL{z_x3#qb+>ywBE|gmE61W?*2u@2Xj_x)1F3o%W!Pd_I~SrM)9_3vC4?0 zn!`>YR?-}@2_7eErEO9B8mphCa}&!MGKat2yWgvS z_^WlZ$!q$Z*#Q3hG87yBI|M=^lRZfd=PCUW>0-ks&N5O9Y4WU};TSyiSwWbJj}r2| zeZJ6zbf^Wf#h;Vwx%pKIx+cCQ1TvT7L|u2x1cJJ_GDE`XTlrkQadV&#_Wx8>AIndc zCO6Ml*z*8gsYob!r}}Y!qm#&sZz+)@U%=4mW_@4y|Do$G*y>ukZC%_01OfyP!QI`0 zyM_S4-Q8V+dvJFq?(P!Y-QC^Y@5owv?`Pk0zLP(Y$rv@Ns<-y`-dTCEKJWw@*+o$^2a^qu39;KN(?<*aW+?PxdHj ziEno`IM)4Rt|7og1Mu8eg}{Jk;y}cgNP%&z_h<@195Jg`m=(~p96V?w&&`J;FmLW? zmRsZc4Az34Toa!@Eu)lZ@dbxAz%c)QNvU8?zI;}srtW)ZQ1@cSH#2ZGhr`9xU^Zpd zpTFb!cld$V{EG<8DFKS}`cVQi=;MyC1~Tbxfv$?LuO6;!NZmmGRhRW$qEbr<6c zUQ?1#bV@z)%l_C>B-xLD-2!_pz%3w4>l9)65YrH6r0bWBa`*;>RoMpWpwyT-1od!XAgrEv}o7f=Z2>j(bD;|LU$sOjY1) zl4~t~l@5`4)x^Honi1{u?D8xm>7PQ#7;udTli*b|H9nbOihNmgA{18>juVzh= zNn+JcPX&MUw0X- zQA&~p_xmiXSoFvnz2JR8;Rs*0lZzuT5$dJOmJZGbwruO#n(L~M%B-##?Cgn-B>sU0 zf<^NfRz=_xQq|^??@6u(GH>2PWThI7X$c8(^IB!~iGTP+|3M&r0Uw*w_&hR)_JwKq zf$CM=FW5ai(L5OAcvqZCJELzs`n87R33Y$J(gQ+)%JZ=Q7!%(xnBLf^#*nJ5O`LKg zfLE2`L6;{ws@j>1(LQ-T>_%|UvZPtfi_I@Ui1QA$h*1pskf~b~O53NMm%|=*zZgrx z{TpZdBjGkKwH!*6yT2Adb%OT1>;0BCE&Pg;6sUi?C9rgR9?nUol^#1Jt>mFZfqO7$ zbSS)^A@eLvi_3w2MTs3Wka)O+>#+iUK~ZdZ?_7+C5cYwP1sgX#c6eKNRDZ>;+I^+I zqL>f2pG#qCIb&xCqpweNW^p>HcGRqA8I{qJnZBa(SXoI3h401dLg4gqNTnC>h<$f z)2`7J=ICTjZaBh*pKi1G?LYECZ{Yh%Q5eIIUY_;{z*n~qChVJM!*prSj7}7%H~2x) znUsZ7uxT{BWjnGgDG3f7(-E)!jm$Gqn{P;F&cl+w%xlxcyC+ks0-2L>M&=7joCwaM zG(mC?{q(s?HkrDPjL<8K8TyHwDMS9qPj_!?FsmyT;4t;fCJqgd;rmxMwGfrH-^z$i zsqWvp`Y0cgCAaDQ3sL?#SA#_j3_~*6LlVtTHjWI&KHWr98CkNZst?m_&BFm*GLIDb z5}w?X21=#O+EGgX7W{zX+PHYtt$Fhr9Z{t*z@(~K!8BKh_>-sp!w*Ij|A~UR?Uh^z zjzQ= zySFw*gF;TT`o*WBT2xcSiIEWB*p?FBGrQ@Q|ugI^Vo8( zboe^n&pIJx)4A)dfBSD1AY-+62<{&+$9j?`z@+?NL>OhT=gl=qW>%3AQ5Q3QKKVN$g);h%Mc#^=yRlDLV3YNW`Pxhy zRZIg)jHdK&X2f%bn7MK%WlaAk)T3@GNPyod!Ux>=J}=L=Yh3i5a1b=*Y-G9$f3Q|S z8EJcDo~B_JJ_YV&8>o%BW3_vSe}Hb!17HNMmUrALc2w@fkknMsX#u7D-$RT6mY)5| z-$slO=1xbPP_SitelBg2yRu8k?)P?L$y_An9}VD<-bUDmr2BrK#iUyIEM% z&)~52C|hPWL@ax42rtRVlwuN{m8RtlGyOvjSQYbm^sc@Asa9uZCrV-d7mv8Es_dMD z8CH+Zd)m|dd(x^~l70`)@0|arE~R)yIjz*DblK1xTl6U$5MW!AS3|;)cP41|?s|%? z2xD@8STw2Dh(CHN;3JeW~PLId8VJ`Dy6*AR<` z+b>5(4mFigHD~i%%i(c!2Z@J!QbyemC0}LEaTtnoG}dMKU_a)F{HDG6OD2HP#?7bT zcKm8q^C9tHq|6E;C#SnsC#h*ZTt<|9B!Z@%^8gsrljB2L{b2I@R4Ueie5Ik(KVR+99g$Zch3R<3y{Y& zhJ=0q& z7`?x+p8U-3$>vb7Yr_Go9L$OU2pW!&b`nh~Cr0~*Y$~8An+AVD*#~=LToAq~pR6Ve zWmR}G-064UwCWFG=_}teDdzh_Lt(hcxyIuIk#XvtyB?p-ZoU7^4Q$qWe9D*}9BJfk zkhP4C^)Df778ygl=@*s6iX!T;83&`Au<%xKOTURBfztmKwBx3zCo-Ab?pfraPcv$L-;ist=1iiD81h4lX>}y!uvMNYYrIlKRD?Wh=2P2jzvNZ50O;!edQ7u*`@B=AJ>0)lf&G-*9RZTF{hgfcA zkfO+a4K|p-STjH0Tv)#wHsM+W?Qq|`)4Q1ag-KL#M1}vAq{(dGebD6_!#4Y+?U!wA z;!||)t4E5A)d0*plFK*7wa){V1by7NhVG|n3RO7N$IX#w5ql4Yzy;=!raJ6!=g+}6 zfLu$jXUP3M=#3itVPeh~0If8E8-kePPq#?zGd9l$(2svzJXA2A)u4CHtgPBTI zVH=0JXGKhwDscK>0;Rd?aQeS}L{UkpTDO09dk8RVSg+6HC$xPiDeWv-u08NMy(Na} zu1a9J5J$ZAVd|QRzslnK+?UjW+h)dzW=j-S`wtH)gRR|u^pierWs6}b!Qm(x&z&yYI_7cW+9y}VR1-Onn$0MT4q8ykkzA8(s>h zxzZFmB#0pwSpB^54b@xUN=*Sk1m4g>-mjw>HHQqH>%xp8GaZ=NbsK@N@!(W?NDCv= ze+)^fczuffw;r>I<3Uv{@V%Q?-asVvvDR}U&6&K?VF!+5j^&F%I6%0f4`GstfX4sB z1P0tTt3iL}Vyb+5jL@^qDqY$2|9aepM>9ox8NUF~cDdGc8t1&1s|AoHDQJl4g0}3I zxVLrZT`K7O3kRvQSJng46U9fmhcn90kS=FI#@3>1_<~-P{F!2i^e6cd7_nT*1dgxE zal$w8q7JPVVgAXe@V?@7Eut)HLxzudu$*A3d4pSRC*@PD&>Vq=2;FNYX*Tv#UV)d0 z3GoM`RsD~OcGloTq15T_BGH+Zx6!}!Mb5_s^~r9ft+V`!O6d-p`ItP+iz}_jys5ze z{ApbMjrfw%P`xC=wl-;JWphC0Xja{_m!Rz&O#q;#qk&SZ{8+VQ1sAf^?Ii4}JZ4rH zPUeP!CURT*PZyVPS5iN*gqjk_opkhjXBC|^zfuz7lCG{KqiNLHblxhu8m$X@>z`A7 zxYYVorZ-~dlaWDz;ctBP#K(l_TBcYX1K6)upVTgD`Jq>IWDk$G9%^f~K)@kYR2qv{2>|6nLNT%};=&b@b|BM1w)(sQn^ z^xS9{PKDn&Jg*_^E=FYU$f`^V4}C}3%Wi~Hfx;sdDJa{w+8&aL2wGh39ueV)g^A*%0(@7f|^tI&BVZ&I|l*KMPt^p(^ z8OEJD@Zn08Ui4v}t@un?#7^6|9k1+}vMgNZjn0ds0A&LObkR$xVev4Y9u5yBk8%CL zc1LzOM&$Jwg@M^W!q!3#5WJ%t$R&Hp$>AKP=B*ZR# z`TL-zDrlwpum4zyzDTYE`3W{evBN4&CA{n5WtMMN^)v+itz~(iF8aLI7UY7t0nYdg zfCyrWD=}$nkUazi|I8G92U4#r|8nQRx{4^QP2*Gt^a8)ZxCF?!xElJ9MRgaw7J;9K zMyKLb%9wabz5T>E`WssecVx+Dfx2pkkTr1L{%y=59&th_OjJH$oFj|H&+nijN=kAN z*q4qyDx@vU>gtW4%bRN$z)L??7QJ|IdLIjG7ZU{}#+$5eQ)sHD6b2?w82Bt0tRQ zbqo-de?f_S_Rc7Tjh$}bcvb*kPzPX#Ee3)W;dw*ghlX*oUvHassp)`etEoL57Gx&G z&&tF7^WbP_)nOMto4-t*Pqw-j+8R&mAV^-;_V?y9!iX9GT7~1O24~sLZH~N#6!q%h zk3{8W_+pA>WYMv$P#8V)pXw2eI>RDt+B44O@-qjS7usvx^)B0q${HK5`hE1H>%AGm z+ldJoyJ4{nI(oT~C04`twL#`6!nJ?xGic@(oEzJ}cY841!)8o+cfQYkvrK)jeMQtf z(?Py`%~Fpb;o=K>gQUzZ86$_?o^=;fu+C_uv!7CS-~cvpW3ff3Kdl5)zkMCcb7dTX z!clJjw-5l7f)gG#x!qge8%rruPV-#smXwYu86@j?;0e3~VG>%+4udN-z*R}t3g<&2 zb0cd1A>3Q&SGMSvlD&*r6LBp2heHob{DgF3%8DwZX(ZFyPoK;A6BDiI@ z?xJ^U=Wa8(x!-Evs&M$lh{*?+xgj-1W*emcTPruS@#mw1{W8#Wgl`cC#W_6(zA@Vd zcuku&8E1YS#FnMle}M`ITYYzk)Z>@Vu_2%x1t?7Fp8*pb)%i-&Ro`1PsDX@@)`uS$ zQVz^zNJ}qyPN%gPwm%P61nuG_b1?oS<=w;J37MYA zV21I|BVCmeO?_CKSMLk-2)v~5Zv&L}>+$7#BykZ8eFM;M{L_O4Vx7$~MQgWqYPO9v zxUt{G_1kOvZl5i0ie1@zJB+RV*Xo-(Dswx}_=PcPi4(Tol}bR3qEPX|BuiFxqNv#!Ctxwt8@7$;Yo?Sw2*G4BKv<{B5m`^I`1wB-8Wf zJ*Fj(Azgm@TGO~XinH6ajo*T`M;~|g&+cl1)H0h}$7goO*t`F&h9Z>oDqKoR(`2vy zb)rzn>6pFAar1Su!43`}P&1`40t_vJyJrE=7))7mRmgXUieUdIMRC10R@v5qp^>w( zl23FAhBdyjq*=Q_$!w1DM#tOJF%Sa^PLQ{uszzXoo}EJIC8eGySn zP;jWI>*wjHeQ?~#ZiNBa(cD_1biAz{r119PUF$}TqVrexNsF?`*OsKFWqAzds$4oB zdYbJbd@$`uK&vevu4({A?Y|a3<2FE!tV`_FImRtmVB*0f&A>O!2FFv|^n(rHSjGm__CvH4I_JRiEHl6MO?7ziZp&kH^dk z;F%Jak~d`*rVm6Bb~+KRTH- z!@UL+SR(V$(sxbS=1`|w8aEoXYzTeWBdaXA@6|@5IAzMmKme=Pi;Mj@2p$)=r+{4g z-c*+bIL$UqG;h^Y|H@{^4ndo5PrIWC?=78sVLWSLo9s%J&0ouI(g=WCseJ(CpoQGV z4aS^k4YTk1d71O$ljv_^i4&akx|qdP^JjIlY@M~beR(INAwhn&-`3+Za{|8Y;>(Tz zFSDs(nM?C2yqxVQ0rx*ulQP;s1Ef&T{*?y*YKNq^*cw3(?z5{C7H)o)&!OgGX3r5t zU|CihV!h<5%zyC^cbn2&$9kXNalIlre%do8>akkYdw7$N&1ZlWv+^`S0_5W=B(e$s zPW{uN$Ye?ju$g8Nbbf(~UFv?=^X*;UlB4oca2tR>1 z4l1gl6?@Y^Pj!Y4I+jJ*XJ=XThAVo2mHm&HM=o+)ZKs+&WTq=fXHAe5hHH(|zSsnO zj^zV1`2P!!I5j%=7&g>i7NiFr?=&?eN8Cs<&fNG~V>-cnz3X!7A<_%J7ocm%OGe=5 zJ27%dYw1d(zAhc9rlfF^pvH?!%1(?RZ|6*hl>U!-uitOkT~CCR^T$ zR!j)cFXs9jDMM2Xd$)q%>*0n;^2k8?$8Ge5-&2)Xu-twShz_6rKwp`l|A9O)!`Yq}8%DY=GES z2uV#n?OA#}A;u!M9=W^5AI#t+{B%?3kwVAHJfHcZbIVrx%}-U|_3+94`qGB@6hYMqD|Y@!u|NwR#{qGTh;+=DMZEMT~BeQ zc=#NrBIrEjWukZhhxRS6j#KzskKB?tp>?uXv(0(%g{lZHriv@_0qk%S^Gb)=5tIF_ zFKp|{qAh=B#?Jor(-3mT-N^Caw5J(O>Be&4D)ZyT=MK>WW)3%Q0I$tBup}{VL3Nxv z;r~#OpKr#Ja&T|}q*PZ7fq>vqAb%G2;iP7q%kfC*F{Y*EIgau>Rl_GNtl>9TqLI#` z44dTFJ}Z2?lQX`?#Ef`~kj z)`ne{1pc6!@QoM=_A)23=ZKM*U{;Bk?p&5U%E;=-O2YghtN}crsv1&r|tJ$ZN-3 z&^q&IDtaP@lF*u~pJyVMd0Z~lTvJdY6@rdrN5=uvv*LVSC1EY2Go}*8do>|Wxmgc- zZA{UbO_hc9Zk}(1{R;bGC=Nkz1$!oP>^7vEmewKn2<;kC0aoT5-h>wz;MC!^+6W{A zc>{y$h=_=QhU$!;Mx_3Q)W%{Nhu_*F9@57&17%uIs|dZ-pfc~LvQ@!RdN?;l#`R%50l zRqz^r@7|LQ-!1vY_pJ-k3!@Wf1_q$+%?%PtkxH1t_$nJFNOHk$?5;IVqm8C1O4y(Z zv>WUzD24_=Tb|fj`3Wk2QzHcZ+JC-0q4PnBVq`0XF86D5lOIb-vPCdJJ)3| zTL7NFneFDWd^L#+uWg-15R*lGHXSLCv@(d2-XQ4(YCwh$t z`hw8<*<6}(;&>yr0#(%~l?h(qlGftsWj`i%FCx|V9uHx$YyXJhG{#iO*R?bD)Ft1r zfcf^@-V&1V*l9ZJ1T$7y&5?FJJ2n01K9QMGcBh(zL{n)edh94bH7A4? ze^voHxi2m(9pae-%Yp$GCOE&V52vGkF9VQE0*Y1rGdmDBa<{|H*K;s8wU_$?Rh4C# zr1h{qFjVC>k&8yCa(xSa$Oi&=6^f7834sqgMaTF>fzw?w)(`^7k^}+JHVK{>Dk#+9~P?}U;RAo z2s@x>7xljkY9^xHQksXrX90j+4i(hj$KOCTMwVa=lz26p&^2Z79s zZ^kN9<#r@MR|gGmKfUwxVBN<(t@v~dpvI!5-6ynOEed^{uUg^)Y)ov;ODB_3c=(!s z8c~6SNuL0b8u}~%{Qkkj%nS}9@oSX0cis&94#;pBgPB;#6J0Cl&5l~|yKi(St-^W) zT6YeP#=-PXw=YR5s(k}LfPP=Z*T?7656qKfl>1MZPYHDp@Bg7?i-9StPvL*}UUbj? zZ_QMd{b^aDcilK50cciNex5d2Oz2!P`C3gey>UKJ2u9HSf&4hobF~bMlA^3ks47Lq zcI0%iavD|UuY&1l>&V*AtWV_M$a%HqXb#Xl6PX3hU;t!(d8$6cW&itn)XQnzHiTLQ zToKV~Fgzs!vnhb@e>%4c=pa}A5Ch(*-1*K1&5GHB(RTHt_uUu|-H_S)_POptw5B{J zI0n|IZj5OSTlzW{ZzE;3{6(|lveIQ*DQouz_4?!`r(sh2^@q%$;S@ z<0~Ty67xu>k6%{WeHi}+&pzjPazOIF``G^TBY|A^Wav7%zBV<*>DdVVJ(C;$B&UVk zgq?IN>kN%}Je3-a&p5Sy7XfmCiCX!}h7H2{+vpJd%IRWwVtd@QO=j5QC7fNY@>jc-mK*j2+*!0IvZMvdxHy$$C$9X>eZ)eY zH%*>pxh2|$nCmWvK$n;wf7(g>$VH97Z>%aX+DfX}jMM19IapmwH*1-}UeF50hl)9y zh@7)(Q15M?_OR?vE9&*+j?r26!NaM2`09fN_xC4E82ui0G0eJo?k86$R&!u03sHoI zjRCh9foCkOXeTy3L4GMlY@{{*j+ZGm;Yqr-K6!79c@iDd*U)o4q3l+gcW<_LN(TCN zf78g5fnwN$aNg>zfyQ@W!;nnw#CW0d;%#sw%EwpqlTw^I=NQ4Gec!CC3qw-0 zqSvzNQ(B4NAiU$8o~YxmBPu_)DmK{Q!AYh0l2QJk-xr@MJ}|ksUF&M%cQzv z#Oq#|C_tYRnD>=9S6ViXXONt&_q@}Y&gDTlfBm07Dj{ht-D)=Vg1e&j#zO6bI~rvX z)aUacOT@+SbvH?>#ZO|Y%{Rtwy2N9eUI|gMTSmhsgrU@nc>R#6s+eOht9clc{SjM| z^}W{@PE=-=lh(n8BV2R6Hf{cNvU#7bZhs2SeFV{ZY2l0ssRKYy$gfDJw4sd}xV~~? z5Nc-${&3*;;*H+dnNk5y&xAq?g5yyRejf!s8l;@WlC#>`Y)xJ@KcWl{wPEn!>3U}Wi=4M?H18uqB z&=Y3en-Q!J-uWw2p?qAy`wFY|1+~_#I4&+8QdOM@Yd8|ZcVkc9`VW5%%Eor=%JOdH zkiRvP`W8t0?B06Pbwv=^HSZM4Jok)+9w|e2^$)jZE)Mr=RJqau1i%(S;cCNmdhI;j z-hwW*Sl{fxbLY@frIgrSxxw-7!=irf=Y7PQjt}}D| zyj*qZdxF?WsIox`QgmStpG5~Zg07_XZIgJx>qYnN*}M7))sF1JAf2)%^+Xk_Nw2Gk z)Tzqv7d70Qf`P7DnOgf5lTi2aBZLO_+30{Q(&bEUNr&MK)WxlP6KewNG%@)@)5z4>%|^2`|t!)y|C->CQl2>?;xt9hencQnG|uWGI!BhHgIw9!>H> za?xA(Wv|AHz$#HNmLl-P^bo?DP{kHFWwm#1ME;C@#1K=Ekdl-7g1WLNeJty2?31M7 zMDlkPf!Ez$>wBoXu{HQ-=C~MT62!X*lik0HD0+1hBV8xtIA^te_}&Z=ejl6T+}SUH z(DA*P{f?hcBKa5Tz4#=zj^$YOCeqy(zNm>3#qA(+03W7GM{ZQDaYK_;wg{U~0-EWd zjLiXcrOpTIK3D!~wDBplR(nYI$;fWlg~P||?3T9{l~8tkb35AqLC0Lc0h#)%s{uE! zN|g=0iWSStPEtY~gce`crAbm#{QliX2`cJ?|7HO)jekXVyr+sh-@=W_<=L-mr(ns- z*cx_2;!GEq4s5hsIxxtSj?D&^O>@3;EE5{YT90x`2|yp~yE?$WdT*BHrm>_!d}#!x zg0=#iR++}|rUp{eV_`A$FDeYq$FzvO=8syX5CZy?bfl!Q4+dz810(s>36kGIU-w}` zOf}ji6}em;W7MD>?95T)UX#>9`1ifaNRHL%3TD#Y|D51A)OT77A(zp zR@S35m3+v0#N>|m)#zife0RbQKS#3pivJBd`e#xqV@ZKBySo&@0Sv0ErkQQSZtllV zDomSlV;b9!UPyNn{Iji0zzQ1S(z8#VjRh*BmxHvj9 z;p*e-^SA_EN_djGJ8Eyv61gz+P`P3$-_&x5u%(Zr52Rnx8Dkk2{Km!5UrF9uqKe*9%)GICUp^1+bbP*p%}ir5 z3z3{q`-tWS?6*{uG(>C?_S4^S<3p23EG$io{j6$X5oF**x@^<{Ce!wMy;h3FE2|6$fm9!#YVeaaH2L) zyJe*tTPJnA25pw4$UMdqw?RBa9+pCW=eUAg_U%|Cn2K3|)^tk^t?w!P1NU{G&TDsh z*k-!^PWhs@bDw1Y1u*z+55rEIymMZ0Bb(**pl$w>py#YSxm{{Q?4^B6~-X;&5;`-IZ30vg3?E9DO>#gY${R}#XJvq?{1jg9Qt8W=gkQaxPWX_f?$rm7mJMDmapf5mF+=HpRP}*g?NKp~g zvy|4TYbz3&EDkuy_j|!(oDEXrsZ8yzBiORt878v(07&CP%e9pS_dCj^= z5iPaHM{CQ|rNyp;Ut1V8R!W+#D4;p;hh-4X>q}#Ob|&mA^pwK@V_kY<9jDfv0cMSX zs;6#7BJbQ@9)@DkOhm)%a>v_PN`jo6Em4>Nfv~}aAccAX5U@^FoK)jSToit}d(7B~ zO^el>Hav*52Xjf4UX zSSQ){W`jB!FrF)gN>|3=%9%L`Y`x$syJU4~V>>0xP>t1(;G)kqOn&kEtgr9EK>L!u z=cA_`agOtE=^1`*kax+?SF6M0at!8W<#(-dD_8UZdTWlp^1`oeMTCDMMO%BgtmDPp ztE`F*e1H1+ky<0~&AVGiH8vC=R=}cPeg<}Wf!{l;V4swiS8rR0PtMl(hQeu2WQC!% z?lgurBf4ANeiysp%PBEmKb@Rl>Sqv|A+Oxn>QA6+t zMq#+u@+?sYD*1C@%PL-`$5n`8(aBodvw20^+{(O}`pW5GGAAu>2qviB%gbVUVjL2Z z%Z8;cn-3rNU;;`D#b_Qwi_51eeDG}`OL0)ecmYpLg*<|K4YzA#;ZMxA%c9h5$Mq1& z_{*Rs2&_FX#`qrGgB3=KGc(F)fsp2daatxxp0+3WhPDtcsw4Fei&i9tg;?1;Fhsux z&d^}#zOwz?k5ElgijO%6bG=s;`U4XfQuA=^lG19~tK!asWU2DV2j7H+bdNf@to`)aQk9k}N=eY4Qnhf4u$5tEq}=aM9z>6Irln(t93TM@8o3yqD;X-4=O( zS5MB+*3$LS3jW`H5k(4d$4F_m1>TyjU(n+hYseJ>U5{xm@OF4d&5rmCY`&&|Gl&h?Qu)_-6jUo5@${mhtr)?7vEU|LT z-|B%itQ~6wk9atXA^T64qnt(-T{ZZ!${J%r*?9$F`6JIQx+HtoTVPMkkPg-R=|nVq ze{xFkjqv#pl8b}4*0AE98Q-zd88I6Y`?Sy^fJn#^ zhadLkHOYApnQ2A}l~NjmQ)*a|6F$wT->xb~s(eqBH-^2?H}F)i?ryuB#%f6!JlGZ` zWakaC;-)D%J$vK*wHjg(Vf_B%kh3Yxxn*h96BtbLXhP`*>w))Rist+tb^bNkIkD?U z8PLYJc3PL?%sRIheoe|3b+BTTQg^w6EQtb~&U3#9Z7c`424*ErI@zJ)LknH}DAy$p zHO%!%pGJ-!cyPy`l#J4J%q59slUvXmc2lV2-5&4otcD-&G^WX6fc;J?PJx%+XuBTo zozVKo?ibM7QJ4wa%yroeKJL`n6*DfzIuFV`8;*ocK9Y0C)w4U)>7VxGd^^pmsRewhkAXokoOgZlt>Yc552A8sZJ-L zhJTBAY-v)Z#wc$M9d-qN7|3#KVlq+(MG=8R??GKX{WDr@?mF3arjWQx=se6Jr-S*& zXB7zFtRGwZ5_cc`k}vF-UzQd`tBMAOK!thj$SR7q&Za_P#7^}|$*d<$@+fnTbBF4X zg#Pw*K25%~yeJ!UZl4+izcMw(>Cc$kGNvk++tz;d61bK_^ihP)1{Qq99teCPrG`Z# z=EMBNX!3c#xd^?ZYc-18oNf1$Sfw&Y*k*j)F4i@ta-jT+KxbT8hF6PbTXO71%1)HJwp@duG4h>+qf1u7#f$ zlM=6qF7F(`y0z4Y!Ct$gIU3J-(-_hfqQRw)Rfdu;GO$K-kA<_@-Jn^OIT>yW*F>>N z#I?g#SZsAoIzcPLGBM@QP8Wc-s&}Z}R)X0)1U#fDN{8zHzjfyIA1|$y@qE)5yPe}2 zVZ&=x>%K?RzQ+R+^PH-f?c;BHd?Ak~vOB}5MmJy-MZ(!Visc2B!F70FxPm5O-f99} zwoF8`{ zkXBwnLckVRGB7c9^K9yORJt$HqrjL$t)ay+wQ(bT2>PMRN;du0lF3{zTB4XK>DyTN zEkKb*EdMG|Ld%Fuhlb=zaxrMDE$;n*1M;6oG4jX(bgt z-CBXPk{jvvxj@O5Ir6L9!BI~rJk5&K&vXztBJ&&iS3^`5Y;2zO%pkXF%E*D^IOWO7 zNcYx4wp4yZb!_ekR2=b? zn)9f1bEQe0zW|Y;>H#h+3Uy=1##+=#FSvj}(-U!$Z2fQHUf84N#heTj zH0G^uRASCx*G@IG1f8n@sghI8=^k-gb>a;No6C=hK<#3~?0d?|G2BBu4~nPHua$ZA zu+*?j@>Y?O+lu^VDO{nXur`xp71-E-_)NI99eW}b;G`!RykNbv1;Kexx7Hr zNUT2>tuWGSp~X4iye(~?z5J0GTd3{x5x_1jI>+;d_&*%L8?IVBG6`Q#jU(s`+Ez;l_<}>>IYEe}t5zPqvk$@6J zK(E>u0~5B^nZqR+bz-A|OdBsK)Q%Kcxsl^{w1^Q~JzFEE?lh7}0Z#AKMW8v^`W$fl zsPmj!KIkL7u7H;(GFW4gGpnNY?dPgb4m9-YNvh9{BTCC!61z>qTzqpjR+h=j35^qs zqvBdjeM94FT OySL8C3H?xobYQbgbHk!d770pwZnn|JdKK$`I4X8ou^6O_=L7qJ znjFxCUE^kUTh*}RYxROBvg1hUo6A-Zc+y&y02*J^cBkYcM?U_S4wh$Z>ZopAr?Pb3|^@iOkjsE1MP>OGpPn zXLC7*le6^eb3(293(knDxzC;mKnBMD=A z80e`wbSCW7@2+3MSrFsuJwA;Se<7HQI5zQRUSpEiCU~utpC0Z*=Y#S;wVFm8 znCnv(l%TJs;RdgLN90VARK-blbnXo&H;6YvK1~yl-#NKxj}F>Rf)* zm$PQ;K?d{{)LK%F^nuZeij$@$ynf|e_zvj8jVk;!@qS5Jc4MHhqx;GeM%cHV`-)#t zy%7%=N_ElDFS(v?=7yP>xnEHN#)qsrxEMbWNzJnyMS6eG@s$0EVA(eS+q~dl(V$RQ z$ilzdyq;-zrC8C8BihEVV!WCz(D6IGMa7|VF4<^f)AHONagz_dtoWnYI-jV;i5zN)({RM=aaH zI2p``i-seWMi~mxT)G;>PfbRGKa+tVSN z)@MsrfO^_`$I;>xm!-^%{IjZjFR$YcfZxHaX@hx6lhyTbdVeKVxFs}v&8qt1alL{0 z?@_kL_|hU6pY? zuP^0^l{!&fc6?>1bz+xe)Q!tii_ub?zgOKFRUF1@x2F9jPdtgPxnBfyD-_!m z!z=e#-sXugC)<4{grd(3BhPyobw)x5e?J&9ANHn?ZP6aCDPr~J0K_Q_GtGvp{{1^W zVN{+stWPQ0-f6QVVH0B$4Lqc(9SS@m#|wikqDwQqAwmXX*?3@?42B;?6lqE>XnJeS$8#Z^ZhMP`WbDrsn z1y04SiP%9h`muoWm}NQH;r$L|xkJI!OS0?uZeZ#diDvO9!0c4xFK@33yk~PK5oG`$ z@+m>#sZF43tme=WqT1>X6CbvOK>Hda*qbw}e%KfZ2% zQmJ-fz}l~}Cfm>4IBiiVeyHUdXsDZjf;TP)rg6y0U5@b4?6&fcEZ7>|ZK0Z!LPIR1}~DGWNul zqLt+wG(a-}WfCZcU%z%KjB4Q%tckF60rTS#5_q|Vm(L_$+KA4s>*}OeOW|_P8TyLC z({j5N+wO}{%th*RhT(`_>pUzA zY9{DCwH%<$trRqCiX*NoVg16Ch-V4$%jCt7?6L4aE4)5rwQN5u_$gAk=wbXYA7!m8auyv#;bs}0 zall9ywJ(HSB^o6*xRQRO3O~!q9m@vR>H*fU`||96#-VEpcw!qBg~iN)WDawu%*E&v zH@CrI|pf>m-qB~)=Wr!ZnbQ)nn!s08$re5k@P_6-ndTtbZ= zY`jeqpC6D2rBZeDZHW5nC-N%uSjz$*4GGA5P?ji&_RWu5=R&5OKO{?Ot4zAJVFOQW z9L_#-Et-=a9{yHHgJ2b{uJ&p@R`K>L-I65#h!Z*e`^LL##5UDwSWWrN)`WnO)=aUCR zyI)jfzg$yv;sza_<=E0Lq7GBTQvTR56H4SFAVq(%so71W0B)s|>9WXR(=FE>QWg=3 zGv8PXS6PfwdciUjsKjOYi>-!^_%RB2_8Zb-_r%V@b= zz#+vi#%P4Unl?yB+VY7RdpHnXY51E~_D-@V7{BcA1jF>QMH~K_2B6ZU#06imRG4Qtp^BuVAY$Q;PKYS8x=>>ilrUzjs311*w0Iwaj))LLigmw@z(H{Ke z_+(^RRo_$~pndr}in&iX6J8x}s1(&=icd}aT*_<1_Q94g7J1)8^*hyhpalG;V-;Kf zaK?yU0@Addc?W*cdhX{7dlCn-{%N3j@{(mtYg?F0Tlhi=RVpY~DO>()tZsH2-_~&_ z2S0F==Fvo`IVLQi>x=T(!>MTiOkZ+$7zYC-@@6ieST#*eeXFg76Xd67;B;c;zG%=8 zv^La;UvyK}iP))801O}3bo1Vk<)vWUKCz_+tLANY{52$*bg8V%}rTdP! zqXs7)^4I(2*i-ZsNL%p&&FSXEem{8~hsTa}DCg}(I_G{FKV3<$KaE)`2>)|AgdPM+QChv$DEH{RsP%kSQM ztyweY`I%XDgxap431mJz9@xuQZa{fTzBD?G;&d**AF9|mXwAN=el+6Gf@s)Ii=88&**0*ut*+AX9WnwX1DOG)Nmo!FG z(uSel>w4gKwhw;L+Gmt*IDm;Luyv+OedtxB0;T!kafA(>>{yppdFpa`9MKUNV5>$M z;4UwHC@SPbAQK0kHG#7+gHPt)wuFdNDSzw5=$n746XJqKHtRtCh%QJq=JW)P40rmCOU1f+Iaem=0>vOgoC+4HWVJF% zZg5G?ldzU0mMa`?gOf2!DaW&NvnM8n)Nsuw z^^_zTx#m=rj}#}`K|ub-3(OdjWpMNaF@<#_-!&;QAM(?M5B?Y$z42JP>3Vtes!Z7@ zx9Ix>(*f)d;M)=l_&CQcVEsO&TG?67xOuX`ziWZW%yd+D->r7ySFg~e*qag1;WYQ9 zBYiKZM_Y6nDLhKllVv;gywMSSk0Pf?KQO<80|VCqHhUVr`KBFy)$iTm1u&;EhsMLD z7hK)g#%lBUtX|k4|2hBBwBuID*=%q|Z`e^OYJ)pS0;H7o(jsTB6tL+UaE?RSi^)}s zyv;H9y-OQtMb)0J-iV2kbXss8Y<78sr-kzei8#9S9a{xy;vr=mJzKdhM!@u52+@@+ zk-o0PJuT1fSgD-dxLdm+;A)L_{W|mw+sjxEK3fNTgI$e?@x92`6J@*iL1jCzTQ8XSuXeo(XFXnW#X-It}L`-2=`Fod} zo&^|Mna(SU{&YcO?)(7+a&X>jv4TN#IYvw~AC4?)|EmGZQr9x)&tqQO$DI(~mlNC! zW@yRL`J}Ag*SjFATOq{Bh|;M&A{MZ|2M%&^nK4LVbryp5_=m|Vk35PR!af8v9-V@$ zokMZ|VFCDcL4b~>W7)Ve0L}5iuT4qLP{;&x*H)8Fu=9zzt!i(4bfXu8rAb*cB8iNgGvf5g4e zU;Bk-S1A0ZIe{SRZ`40yNh(5KIHkNZKA-+Rlr>}CISwhSzXt2t3h&zSHwm;XhuN0V zE{e&i0SDyhNZtMUmD_u(A^V4o6klCkOoVNbv|pHN$Z6O!?$+8hgkH`BhWY# z+>&wrRTRa|%at^Wt=~xyti3mcwchfN!UH5jc&s?iUaUg_6TCoZR)9R_SY5r`q}s$Q zS$j8dCt$;``*5ns8|)#_sX6#|V65SM_D%szfAkdye&-K3bV;>*$$m$_NL) zv;pe3h%r){Y{bTpN0tu;xtwDY@!ztY+(Y*e%COAoGiCgJ?V9uYGO(N5Txm{evD-JF zCQWuNRw5GfPlM|*1jU?~@hGi>)*l@pjD3#(^#8cQmtvOtJzE(~{gOoW0|fi1?8=A< zBNT(LIkWp7Kc~d9-3eTXL9~<}%hE}>2KT={T(Z*aA9x4uc=tFbqD;>=nB0|G@1kz9 zVZjNlicQf^(Tf+H?%yM1NYlb(cAKAiCAD{aU_==nr%RL<6pb2M{8yT1T zuGsuK(}lz8bG(|T$5OxBOq$nS&~)gqFE9iM76JXF8v5^?PmS(O7#X<#3XcE)A|LZW zMX(Z?nEMBBbTViu*pt7xQ(!RWMy#Ov&%$tGnfnrHxyF3H_}krsy=^qLwtb7A05c&D z8GZli{6h|mC;q=UI%|3fm;YgCu@MELWJG0!gzly-2dd9)hBbv>-X~}~((}Uk<@IN{ zqJKqA?rYb5bs}T|?9v4sj-iU)z^r1UEz8Inm3=!-en7&Lb4KMd+#~P3n3Fsp^JO3Vu=5`Laj$I zS&-Rjn}J<-E{;ZbWM;PFFm0$;FM$M;UVPGj4o~L+-B>2xnHpM#o7Kx=bqu|KA4GP& zVC(mO=z9{VRYe0k3L7P$qyM50gU3{*={8m^G83eVQPS)a6PWoiIQG6f05~BroX&PaM z$HWj{*kx=lb?W2SF`OL^OpC^J+T@m&CSE*raooQW7(b(r+&MZoIl>6|ZnK`oT1(ny zmY^IVVrfJ2{H(#zkD4#3M*aB=dpgkk#WFI=Rgn?4e?LK+;_Lkn0KU7_s;$H5g&a)Q z>$eX7q%gD<>C4J~MsICo{^`zpZ6@jwa)RaEf=~|*h%_K2unY&&15!)hitQ%l5pquf z?WP=l@Wrwtyaw|NyCgh+CI*7(+^^=U$O3MZzm>e>{pm_nR8)I=ds4k$ZM3cL}P(RzL4oQzE|`J{yT}^ zF&vuRnWg^2-z`|A=_+gmnAM{KjPn$*4AeAkh~aDbows3wMBVl{94qtSb0)<%gVGo1cG?~oplNs zut{0oef~-#HQ8K#<%@#nFvOoKhk3A!<0WwH7&`++ z>9B6a^Q{G;TwXn{Yg$d`0bL|AVH$$@13bZr9HnVv_4TY%s-3~kV89C{TODnDp0tWvw!Yj3qW)OF|<6D zZeN*!04r#hhIOjkkGV;v`@I1Adc_t{s0Vx?9#Fl{M@!oqk0yJLetZ~W0TpWBDq>BV zeebhM>k5MO8L!s`C~OOstN@z$;Av2I?0=Wg6D6iJ4I=#Udu_Reyin}M8e}Jt{uLxfKuKV+@0TiLirb{g_tPJ&ltx7{eB6k7CS#|})`Sy8W0pHDwq z8uBaW(bd{y66cSK#E%nfj9moAX3M|+rVrrN5HMCwaA(0H=f%N?dCX3I=7ozZ5pl(? zLF>+Ds%ol06OwMA-pjOxe@<0L0z6Vc6!N~=;Nsw)?k1|iH#wKDPXEn~zMMxm2%a-y zBcagHIOt%H2?e^WS<4g=4qkj;vcvZ)^$g}aXF=+vCWP^lR85UKZyG|GYESeFyHRY- z6l&^(aR>WFT~qw^qr4lX5qViIc^j&yQMyDZ+h};G@a?P~447RCxYz9~{eZT+j3%Wx z24811m~X=tWKg!mKM(CzP#H9)4iisyif?$t_0E}IvuX3QPH0+o-6!Mb3uDkaXwo(N zxjvY1a(Pugbmaujp|~0hb4y6sTpuKs_4q{dT5^mL0LOdap4q~;4&g`{LT2wRXBPu) zkJJHO$+t(e(8Kh5TYcQD>4cP*g9c`|2`*H3K!C_qj~HF_SN%s4?)ms8G@f^=^ty)Sa!!n)qxr#lLW5yq;`of(a`%h}15rA#`g6zYA`LTR!(XM~hI@imwhGBp8~fUG+%_cL%z_eZ z$hW&4tA!@%s)JYt0wAXgVw%$-w52X{VWACr!{JB0it3-acALm_2Ez>=8V0%5fHfzU zsO$$CSaN?IqeC^Qx3DGm+o#BKJOIt!HLI9--+>8m4`W$WSCKlunc>o`qtBD!Rvz;g zacDG?!d8d#a1?|k--=0gIt(=30a|ot=s+Qwuf3SM^}sE~(w#CoGuK%N5DT^@s@O6y zDQSTS<`li0I-Fjn?IjY#i~Kji3R;xYHQVZg=wT&$^&6QE@Kt)02l1gKunVC zc*31noj8j1we}B~J)t;M^fTv`(l0tmmCX8Jy^5>%I79zSk?)5}OQLEpq>GokpokPI zKMJy0Q>A<7JWr^IPh8TKWP@Ny>X|r=)f9yG94#pJ0__4yQ^MNl31bVIlVJRv4soX* zjBCSPzSjn2=(L~V>{PKoit#^0u3`kWA16NuP$6wcM_~Z9(NM;Nz=XX`q?H?HK{7dUrf6 zxeH)ALL=q&#W-Ft`(7MAKY% zWId<58n{!6w@M1Q#;^uy>q9QpO1J6ggO#pMG#rrvPiI@6eikfkkl>$!PyH>56Wk1E;m`QV%ib+X}L zSbSEH9p3Z6jZ=FS(EL^p(#m@?))Av8>4Lb1ma(~!Qoo=%TA4VFrEX*grKl;xuU?)K z^IHW@igp&_msOWnbeLGrK;R6`V|{8 zsFVckFT0s--)VVF{RvmJq{wjUiH7_jRYRL&T8@YbcqBgd+xjT&H>w8 zl>aUtI}>uct>e4`9uUqZ(;xYYtFRb@7ZmQ=>s8(T7Vs9!i+hh^q8UJx6s zqHGEHjh_c+dRNS0Ufv9Z4}!zo!YbxWa*|*f?(wP{&jk~JShS*#Q|o7BTFHR=S2x4} zo5s(IR{a}!QKIRd#jt?M@2aXa2_v-@jf^UiwC^Z%3qSpiut|9u?&TtSJd#>}!7_zyq`chVo@k9J7@@gaf?F3F~OXh%C+1e{}#R& z*o*|YPgU4(&ie?yvY8{b=xY~2X+jizvqd-nu&;1S+>JrR5Ua}x1ZHVB_(6GsWMo^a&2jXzn0-DmYSt6MqEv=`dZr^jxlL()`As%;w&wtQX8VQS zM1~LT-9)sqR5Teb59z9ZCTg8UWbx-UAJEVDkmiI>Cr8)~ZVv%Y$33}&E(h{)fa5fl zvHlfyTZYEdjj&tYxHbh)HErlMaI05b^?f+I;R7z@V@$AK70RX#;oMyBpvE^W-v44 zly0Rab0B1!6s^$}3ML_Ock0e&%xOQe0)MNQ3iD4ipoux#d3-rY^zK%#1+>Hq@nmvufSLX>a-%2XE7EUuSzKq1+>8~)Enw8 z*0YS+9c)SUT;ac@T)_|exvTG_DNOXN-VQv$`9lfEzZuoJDm9ulSfZnJ{pVQ z%2pt~>Eu~!t|wtBp4BWJP-V{?dPLm?Pf#E97yD`$IP>YP-BPK?xlm`^%&toHBVIwd z6ez!xZxJ=J>utD#`6H(0=!rR2!`;KBwI9@+1aL?A_0ZL7NoKdjV;MaNcKeRGefW}) z32o^AfyLr&%8qC-&r_3Tvx6VbfdYxbbQ z5*ZyH@q*XzUqCUqG$!Z}(3%-fk7~wLas4*j$&(y{JI~t%Wwm@yj(gROK|1aBtHkSx z|5;xrgOg#v2`4q5jKr8c(--g76r34bkUEFo;-E>s-X%pdx6l)3H)(>2mM8DQL(6#i z;;VHpk1*xHCAkEkrVE|~C!wj_7+*aa`{b8#;ot!WdQ%Mf*>eskkN~K>KN(5V0$0J5 zD4khuEl>e!kJp(c80~mnyJGqnz{!jmK9SJH!fARjq^l27mOXOAhR!Yr9sS=4vV{9? zd#DbzAYy@#$6AUk@fXl%*XiLqQJ>o!BMRfA;MQ0qwPVc8!oGq|m5!SnY|`o~P-L;=S6X>x&UExs-ixEHj6Ga;9WU^QHoG-& zQlB8#!|UG*1Uep-wIp@j$Uyj}5MU*7fViCq9?Q7+ukjQj@>6$n=3y-+v~n^yo;7JMXUVt-HR?g=Klox<7O9Owc4 z1E)%Z(*hL=+r1t`oY&5hV7MtExM~IzAMJR9N#11X6uE+~Oq=fyn9t9f#Q1WizVL~f z`)NvwpiJX3zmMd)(>w&?3zGQ-@CEZ_IVl# zGM<~yu^o>+{2N4;yM4b`k{aLL3rNk;jXZ7ct$)*Sik~l3Xs9p>Ym^eRonOQd?f8XD zKaM@0I9;JLiut#@5E)yNR~zgNkVn-J4Qv-`TXKaI1t+rLmhjm#DIbASPC6C6100qd z@W0bWwcT%KyCvWkcIO#Ak=bHdAg98AlIu0`^W|gU##uZ!?$c+5c$f0>e|;dZol-vSl5C)QU}9^0Y#N zuD;%4?k$rrQj`RY6ufXyKy(d=woCCS12{U%zY3cwt)VR&39;0yTTg9OaS6q7u`M@+V1>{QavJVc;2P zk@I6$m5+Da&gN|GV1m}C=}n0y-HlnER}}HT&0Kbb`)11vPhT+BSyXANkCL>7#39Yh zmRF{G79eUOM5I!GXr3mXm|Jr3*04>NxiRECW2)xDaeDLW=T|WXaC*ueuCwH=gez}J z2g3q5N?UZAaud5s*S_$yN!|)zYVe|DR6TA29X6 z>Bb-V-UUqi1}azGu#XU?Q>3&Il-<7Q7bU7EvmAG+znA7qT-a$}G z+7q@>dpDn2Yx-Y!pWnxW_>~7A(>w@PrQ=g?^(NXkidDC8t0M<(xfw(L#5G>A*o|e@ zi&ikV1f(M}86o%y0(4#lgJKE))W2!f#q{W91BM)8t0j}_vH!oVUAOZ?`$Lia^+k+S z!Ww1w8n`=a&O5WM{tkVw#hELkQqW6XMQI>g(r(A*oM;}!)eEHtadvrrq4ckvKFC-b z2I>8~BP&9-YH;h1YLJd60a5d}TXVUdn=MLC5-(`#_``aY=Z%*6)|k%oETU0Wn>bRQ zvQ9+(ywc*Y{d`rS@siSJA)4fTE!j~tZyQ-=!(Oz^o39H?!YW3JvCkbk9-;2ag|A|DugS5|>Ia-L-)$FC59y-uK7Z^Dc%Akd74%A(>k|)>uV&3r`F4#P}#M zsF|QLWl`I)e=690c0&EPwN5NO8WB_SOJ}MuhR!G{i|h2d-p2)%Q(NLiQD@|ki(t9` zrvs25R7D8b0eBsKUU-vC6IXJpf#G1a*aq)>7X$csr72z6Wb>LQq`Ni`uM>4RC(_Ld zbyfXyGxKWrjKCdv!csCEw9XHe{T8U?C6mqEWufq89XX|g#YpD+t{{qU?~LEWqgN0h zw7@#reF9jQnrq-{kQTRg?hN)>^mw`(|Cj&(aK24 z(H->mvrLs-`Pu!TqyH&5TyZo0Fj#=x6o`VyytD5`n+8GfW5ZB)Vq3Uf>hP^gx|!=p zB6xA3u>Wj(48xv^)ce%i{DZ3QZggTcno4EcHeNjUqJJ{3;0&4hzbLU9Y=;;B#*~sf z1b}J9xiGaV7gTyV64y*ddFpYiMr&%}5*GsIQe|Z&4Gm4J%W+bIfk&AL(IYShgH>RZ z=B#fi<#rQI8HU&e>`S5^Iy&AbhQ$R)xIe3Ux=Wp-)s^Res;i?B>T14g{Eqr^@fp0Z z_+itVg*DSta6Dv0w$yZ%VqZs4Ac569?`S-EWZXIbrSro-5aqb#`?v`VaG{C__~l7+ z-C3rxUhd>IM8Ho8Ghb0he*66WD(-c5e4?^2&8-9-VW7?uxpXy@AmgoH$uDC>tFkb1 zN9<%6kDei1u^P&aUEY8*UrAn>i(G}u!uUe&(Yj}(YarYBAi#h_HcCdg7K~+Ah7IX{>*;2=P0t#1{xqWvZe#XX|{bsp&Eogt-o9JPNgzd zb5ds+0eKhJ{Gi!U~I(WH0m3o2YFl08F>bMsV(sTZOzIF6- zW(Zc9iw4XT<~YVw6Zu*g_gj>Mf@}n+8?pp-8Nb|j+L{)~S}FQonnD8fd8L`+8{zg4j$-$iL&kq?oNf|Wa*Rdg zHqEEzwpG*!Tqb%EtPb!%yLGMzcJmCZZ_%59RQAa_rO(Zbo9S3dx3HQp{>U=joyknJxT`0?@9SsUq{!+ z^9#M&%+JpGETiEXwb7D8OF9_tNX*BtgcWFP;bDh57Is7m&h3PipKq*9QJ$*GzIQPi z!ZZkRV*sY~dCRx~a;z>BbLcyd8y!X1RXTOM3&?h62mF<}QAWcN7f547S7UA?@xn86 zUx!0#vVQcBjWynHuuQc&zI)i_GMUJOS0V%(J*DEU?&)ecoxV6)!AWw*k1Z|+4^|0` zWl`K}7PX>Piw;GfYMs;DD**HIFDFB%yky`jFUK!Ag^Kyb#snH3EGA0kO&62`=Z}pg zWIp5B^i=$SC8wbI!sKMeI%ut{T3-cW`c4Egx4bo+W5;s zW?hgEYs@v4$a}N5iPkTo<%b8sJ}JZMM{V6|TGQkq%_nwl^xN1i-#Yu(v9)#khe9u} z8qz3quI;^@z!b8MhtFbmS}@%y32^&Fjcs_oq%%#2s|+k2eOkTQ#-2>Qnh;O1%B}lu zoMNusi+QEKR%V&l{hcTd3)en*fm$OU_BZ%3ns~c&k|C&##;~sTN^V~kD_;T#@^6V| zO3ej)`gzVl@HG}-f`m+%3sFFqE7cZxJ$den#0hjfy5i<=KNGYkYc#<>Xr4yD$d!*a z8!oIgcXrU~A)>jt%9b#JJOvcv&R*~M7n&?CRgeVzp+vBvj@XlqZ*3$?^PwFMS_+5S zBp$BV_Hh)WxnYQ(d|owgZvf+AoKv4(a5Vn00pQ z>4+}3M%b}KUaW&(4N^03gPZOx^GYB20fqBzSTOF7^l0EK4^$P!AMjuasMM^LE#zOL zL}q&F<4JNcFFC_V8JFZpc1N=1SCKX-{Wy1SW?AcSOpBx$mnFR*B`nhg^e z0_+w4c-3sSz?$QHWW~0j)etQDBk;SEcYot;US4&|R~v~E4X}KYavqN`DL{h0aZS4x z@+6JF0Ml3; zZ8&A}T(9{)Z`_LAa{z?-oDXFv+5AgYiDs+;JHC-MAzRo#mc*ekVinZ4t z@Ho2)!k^<$w~r%bKZ!F8%w-;}MnJBk56OkO3ocAh^#6kF7~?1PykKL8tw%d22y}T%e&qKT%Diiu3ZKTZ4V#T~r&PPU%`C5~Q z+<(5C;ED*DusoD8^!xJ8bdgYfP4lPUuc5JRLLDWno=p0TkBEb0T-dqt&?Yf?u|8 zPMS?gfl7U^9{zIQgLr~|oil5|*6MBbMA4%BE7O(CoaAP6L~S+o&ws>0AX4m}MXIg_ zwtES~%ouX8ORNsPYUDiBlIQx5&o4}U*hL(eFUN0mIGpikTK}=Ml#6`i1|KdNJ3BcYm})K}noZzC#zms>oZRR7;%t4bnt4 zSy!|iK^G&4fMPn<{pjbdIht>AHwN*&{gn&n2iIu!5Q2oNmEWX^I|HG6g=)xVTkPz)mAnCSDZ0;6PLTEll&ji=c)TL{^Rz0F_d8SG(?WXm>LE=0L6n0h zZvJiumzt=6xy!Hgkz)GokvWwVvQldQ9fIugT<1{iMwi80x?Gu6Af<#<6MbuE03OcZ z#7GT)S5e@p0seL;FA)mk4pY&3e6ck1)u9pYKL;ZVbzvZSibj69czIDFOuXCZnQmx2 z94pCk;)JYzilieGudk>_SCPZ%Oo)Six5d|M&7}M5B%#E0Z>p|6$R@eX z1XJ85<4o~xr!9W#T=Tp5wnd1?ek<%FWnE4pMa1uVVT2d?g7%R?VQn=h5?<4Hn7L5RPO0s-DxPdM(H|+yeCi| zkID=D`=Y4F8)M!!+3eetox#V9-o2Lj>m`;j3(ZvIR+wg|Y+x`rdQa0vw4dP6P~4tm zFkInC8@QM=+(@jT3KuhXkXUd6Fsp>N72)B_TGO5-w2x?0Hn6+F;h^eCwU^c!i`Ql^ zu%5ltY) zDQfD@RMuis)A>eEnhGQ|OJ%FYyGwKgYXjktI#^>V4teY1;%NT)lfE#|z)%8nxWr zyG;HD+`x|JQBNa2g_tr4;i@1ZP9=^lb`4CE1tBA9C+a4g`$SLfdIzR_@0L(>jAK0PcWm48F*nXd`R8rGTG?-Q8|SqcAdjmPYee;O8dPO$?DM(YF_g z2M@o`N0ny^wo`|91e!4gGM8>{zY)F(gqsR42JvL6_CIEP-&lqLy%%eRU zdBbW^xJ2??{EYsOpyi7h8}=-bm6iDA(xI;*SF@=A4(JKxNyq@rkt-?8rSaA-R$gyo zeUq=ie5=tMkM3#8_P=m@=*975QRmzvH;=#z=4&BNF;E#pw8NThs^MdcG(Gl%3-MN( zleI(0&pALMbrreA8eK_-W8#3w4Ee<9WX+vW=9~)dH?dp3VX#@XYPY(?q9gC)+v9Ru zT~e8-j&##0ZhJHq!-qGY4QIuxZ9vj279EBroK66&B(D!$xuWgZyBgLt5#5nsj% zBOHUktoDrT@@XuW9rxx>saEz^Q#>@B5-m!x{J(j%Fx;}~7G(o#wmPEI1`)XLVrLA{ zy96e@Ra~2LDiWM$$cO|bzU{oSam$Nd%^(KkopZA}2L2~%mk)6)GmUSzV&J~G^feRP z4LB5W1-5kdHG=ln!x_iTbF-g;{3C`hv%-oy+2}rPY$>|HO>>S(;T6CRmK(?yu{gcE zCQ4A>Ibw(0uE+J>J!35FtuTte76nQU9{+6i#~-TqZZRcA>$`NLXh<5jI>(-Djn1Jm zTH$yX=omYV_WrumwDxpglnRqQ=i!|8w#Mv>sNL(7soGRS_M2?2-or0HFg>F_hBxeL zbiUei>?_CBtKVW7c18}u-BEsh#_95VsBgLhqt3zpQjzLOCmLg-5+w4HnaX3VaSpwy z2=)*hkeOv;9)J8~co8Un@ZU3n#G=h$>2BRK(-(rc40<0}ZLnUjY6zDkYym7sQts#? zx6t&4JF-$HvakgCheTL9WPBk zUTQ6UMu`lTAE`1eo=o{UZ;RHMP_gO#s+*n3B(F_K#sQQUxxgDJW)WG>M4Ryac9-d!at=iM(MaLnr8!3Xr$&)Ra*kM`V3q%e4t@jX!zA+09*g8R)adx)iMR;Juwe zfnf{hYc2;czBs`7^NbaZ)ihUue#;FzCM$NK#fF&?iZ@N`nIKG#>#z$Za9ox zXB2$Z%|x9H`5TmaId2x;*SdlZWTJJn8u_#S*abzeQ;#s4^;iF}SfN+jhYI29%)`QihQ#kh_QB9;M0ohn#=e_xPfR7K9 zcytMje$HMf?b!zz^$&B=A0;pg6F#mz23-o%U&mwiP>4y*BtIWZ)vH*|Pqa)s*ka!tRA-FCa!d7*E;y zq>n4$n0zHoWLl2LgLYI|H&ujPj?cg}B%g%2GjMpg2;xTH6Y=mTh(BkVi9p#ISj7t| z_QY}^+8Pa^z!-`?y+9C1u`fXa<4T|edpzGwEgz5AudgRdO;#VnAeN2aj=bWb?9%1- zNfXP-59}ZRsq~sLnh3T?=HwqFdMl+{l#N?zCc(lOcBZMyezS_QnPK`-hz}Au7!+XW zZ*;cW;J)ceS!*;9)%AM7*wKLxh^Apbv`~|)#uL9}IEu$tN)Xj%j{DFKkj{WdpeQS( zvr|TAe&nu5n{B6-zt-tf)!vJj>)JgSQMbb1E45p5O+M&3d#{#74fQ3UgX&AhBEO!?&+D=jqQkr-YFT^^=Q18bbqqvlbg)efmW7 zOSMqxV+8sq2wzxttdpyjaK%v+E^O)4z=J}mEOaXGT3MxOT0Ztb_aj{QUtC!~BB_0Q>WdV9Iz z(4Fe=Q?sb-OU1Wotp*@B2CGD?A{b?3iHguzwqbhU;kJXGNJwGmaI8MAc>6=0@>Y$v z#kbO$6qp!7p1{2=n876b<}$Hr_GfZI{JFaqW_(p4)oh$$A%Z$3Y(g}v7`yvoLHV2K z7?GEQl5LwlZJc$xN9N$Z`{tAgI-gMFEe{N`)w65|op);v#(X09vb|FW1P#CsJ3shi zAycxKH~HG(OyGq2cqE%+YDP(iH?X`dpWEy9?mQbcztR==Ff9!cH&WHtOaejF73Z$- zaBp=g_7^ZLsM*;WjNqD!lvZ$;Kxiyi&?EXSWukl%^|ndCf3^74`tb#Y;w^qD?k9OJ zu()0GUK*Kg=_AQE{M>*yN84^M@y#xPa%+9KHeizAV-(cKFBis|0R|}4QdxPteb!b| zjZJ$qQBUmRg2u36UX3Y~VY+$ChO5qi)fG&&fChYRWI=n17_zRAD64;EN2J5?(?W#? zln#m{BFzbgjv^KcbbBS>mGW%Nc}fGju{OHn$TNW?zZC$X3`kZqt>U|WNl&y!+k7Fd z&kEvs)deoVi4ATx<|05;OFyAG>S&?+Jn%4*L;p=vJOr!0sM+;PdMdL1=ZU(l`g^dK z8>;FdxycLzJHo|pT3ZOxG;*4*jpE=>4G^$ZIexMtOkH@rO<0!7S4*NkE^_va-~0Y@ zQC-Uo*6CVRZqClxJg!#uHR99UIs5&e*64+|h?n!Dtm?IH3j-lESwOa0oXdc_2Q9vp+{Q-NwIKJdtFx8A z0wGVNsvtgH8PpPr-{CWCJAhhGUN7ABYd%Mxf2IgwDdgpZ_0{pPfJcfw9#qkgU=R-? zFO#6h{P70)7Ls0esRGpi%TfH(g-oT_+gtdv=s&5(>(dPethkMhjhB}f@XLviZ&||- z`}<;ZL{x3r&h}Y~dOyJswFQi7Wnr{>y(ED6-2GI(Ih;_bSh%{n8W|b6XWTxyQM0o} z+E3Iag-?d`jn{&V=44_?*l0S2X8i$Tg1R?KXITcUSggk43G$IMFumBCnj)>Y zI#rFIW@|izib8eIHpyb-GyIFn`Gf?G&=D+X9XJv6_~9>m{oK~0Dj65-qyCPL`2-P^ zN5YZdLeC0^^g0#?L{s>u#0>;Ebu`twa8M)6`EV3`-sj3M% z3#nz*c8vmMqhZ`&&^sM-5LLS!c4*3K<(l4k^M>9s^&bBwEf%86$QMuH+SwGMio^m#KX(bKR1Ni4)baw=f{#yH!B?9v zrq)n<0+iR_B!UKqOFmg4t#?RAdHL8sp@_<33ciki5D+zCrmikZxWtCJj;yzY5?g0H zl0Vq)>138Xt;z*PAC%fZ>*vTmgTGn^$(3Qc&RIXi zk=EN8#)Y&dE!I-!=JQte5>U^B5CY0!#tnk?q@t?*<@b7cdvhHza34nI{(SzXt6B6x zh&_rS@j+z&yyl=_cNY4hCM-$^rgskA2kx5@O@<7mOjo{tp#5j`30NyUm$yDJVg0hs zp68rWv&j9*BdX^}p1)pa)0;C%Lyb zdm}(P0w;vzFyqd$W?atByk{J_<0U7{wX8cL9E2}q148-TDOB~U-uZ(URu02pc$Ylu zi^VTa+A{YZO$gm+Wx43D`gAJG%M8_vic1WKr=@@2K~cv@IdPK&r&DnNN}w$4w}QAz zwW~|ueQf{W0QITm{m2Z~w&r{}>-%(9@N*>T*xd^wK&-dR-1!fI^7-Bg9?t1doe05- zA)lukI-|l2`L2#hyFhaJ&OD8V?WUWfJUZq1At7rfT4);@)~IIgaIQA?GxJ!}$@K?7 z5MOz^q4u1Eyj(wW*Egvfqltt9;fagS3gKw>I}=-&5^&K@QDssHar3XX0rXoX-0Ts? z!XHqfsF~;rNFv~$ntik}bG>!opEi{qTL2VV8X@`P#^~|ECeiPLc#-_Zm&GzQg#-0Z z4+b$GU)qfDGt5obkqx!fn1>r<_MB29^2yjTavrXIdHKs;JzraTe07i1pv=oi)xcNz zN+f^m0e;fkP0I>2;7jT2OkIM!|H>AH^x?>FVTKB~TH8Cju<|LwqP!`KbW4kviUk(I z{ek0=gEB3(wTTj6pxx=%o`C?f0GYbt;&6sRu>0OAmGQx)5NFgM`W2GNNTULzIZ|xQ z0=yQUthyeZCqcyhI#O+Q#Dar!ltG0q!NB0B9QuY^tydjQjwsV_ia)q@$KUxH%^iPa z5UMOE4j{qdpxL|y0nvPOU@X&|;%eS5ApM?|a`fs&UkvJ>7m4FJIP*e|o6Ws+#UdYQ ztgJB@>Aa7nvK65$o*eX3I%$?G-Atvlm2r2^^i**JoG$8Ue#6J_vx3}qA#*!Vu5Z)L z0z!z#?XC1PG4A7=8nA<3oE+VaA_Tw6y(aYD30`VPMrH~Y69xA8?ayEOvN(4cd#9zU zXxL$OiHVcKE!}9t!1PdX*tOOSwb^3475W5F@3c;u*kW`vf^J%f68Bd0QD))wfx|ri z)|CmsYk~*m`f9_pskcnGiA2;_^zD&6r&tz#uN>y}nitrJwIEjLd`&fd)|j6lI(l{c zT-R(@*xNs}?P~^k{*i>@Vnw6^#c%$sdX0+J6@kwc6S2n6VR3n-p&fmhEGpFnr%_as zl1@7o>Zpv0_Wkyws*h^~2H`aHrggN1AC4ikVIPu557kT4R`_i-UKFELA9$(}1E-Qb@i8p+WHH z!BZZ{_>1D6qUh`cw=0=SzTSBU`K>;MXgRW|wwfVtE3Rs%`y)_%1|hIyXeJJ9Bud16 zVQXxA^zN}%yL=hEiX$yn_vyTug>j03N(M@Ho2I1n*Ug z9e37wf)G-gwry6f%37)1@;n5yuiz8kYAO{R-Ax()YgTBP$`-AXoia0H7#0QEN|v%) zlGBod1%|Hm*gj}wPW9a9c@8s$=z_{bg;nuA+qybk9g3Y;O^>V#!9S%0_Uhboz0|hb zMv&of*t_vvv`*B(%C60ep+P)A`@OibWm6S|P+nSrF^UVi3$Jp1e5NNaO>WR=NL&(> z&+>)Em>ug6=r-B6p)qR!cgdCgWZYvA;6?7wJHJ*@7X&=!TXZxQV`*90#Y%ly6BbEr zW~mw8;im=t@Zw)dCah9-y~?vrw}OlF+8^X;E;`I(0@o+lzp}m~4Oh<~{g@wr4=eck zng#j0y?m+cx@NDxhIrR^&}Z3de7}DGx3>d3m-Uz?CnX;{2Cb!SEOR#glBr=smFEAb#Cl= z)rUZQ9OHs`D4MkJ}r+GaKnU%DI~$)0Zv#+xa7R(&yLxmqbHlNV0l?PTca zKy3T2bUDBcM4p>2^GC{l-{NSDHREdLHs9(_dXA0XJ-Pp30UDzv-HI#Pt-aeDNbdE? zKxJW;5ai=Q9{FHa7pB(aT~7oG>SNZz3j%0l?i~ z9B%5u+@1kNZ=D}isA}iMq*GxLYm-rds5^E~d|VgsZ+**sa)aWhu6zB+{y(<3Ed&UXKzrM;`s9kxEDE>f_6#4t7aRj2zYeN=K<`Kt?)~fYw>GbEJx} zfVFBw2r%N`9ne2zji0slCcD=O0;pumC1_8_49we=ZLO4aXpyhQ|KI5#6PGtznlx|? z9S*zquPxecLS8PMhjAUuvd7g6n1FnWt#Rky(wKj~jJmU^&8yZs99u$sFC+HVD|3+e z#vWg7-#ZUSMbpYouQi=+q#<|6s9I*X7lA?fnV@A@gvRn)={F8$Pq!r=-?F?yEQ({E zkvl2#R*~lHMsOb8XQvF+LaECAObv)gzi|Ee#`W+GYNIa0)qLZbOsJNZwsDHnfO2<` zMvt|&zeZ#xbusFqt_6W!t0`{M8UR{CeSrLFxycem{k=v9!5zd5(6^7?mhp#fe}+m| z=g4LMcOT)B|2&GFmFE}Y`X}kHR$H3VGrB83nQ9y-d)7@LSG?BqU2j~?2ZjIGdihe(vR_XP_A?!2VCDnRiV&v*J|q*P1OT%rZ}CiC%0{)P06=Az z4Ddle`18G3AO;jfa2$ktYpfKjct?EC`*oC8-fs)S4TXt_(9ZFc&;5MExbsx7#_+!i z^-laD8m#-axm$$@?rZe|DHK`Q@2IX_hcyvaD$H+qevQZTKCn7aN=lM5w3PmEwLFPH z5X+YKKu3U8(=nV-FQ-3|6SN>sZla0(oC<6#8E5{% zM_@@F9KGmRY?11fpNgm82=FzJ&|xar}rwzdgmit-Lj2x}T0= z!DrcFY*p1bp3Bx_#3Z!tUkO&G?gT6~j276?(9Ou^5|9oqB7Bj^g$0=<7UXDr8#nhy zChbNm`7>=f1T;P3Lq>uu71A|;Fd&*THHdXkD2(2AG5dzaW5M@4_(*B7#T)G-nSs6SmvuWbmq>44itF^oM91Bb=Q#UuJPOCh z-TQ!ViBp`Aj_v8Wm(R?{HZ*q&M z?I?aIQrbcjU%rb!QQ8pHtZ*|SCWCw9w&XX+3;mxi>y(j(dKp}3;PGf_`+_MY78z8c zsfIlX4=;B(>C1)$@IV$7ALb6McUQ3}91T!Oh7 zW;W_2PcnQH-A?w|nER%DSETbOYj-jP(XtMfjEcS560Qi0L_2`~?@CJYJckV0;;%ZV zHgE;<{vdqDgWNp#CgU_NJ-}j%d@#9;Lwtl;$?O$fw^ln<{lhuvtcp)Wxwqd}F^`nn zbqDKO;N=%y?d9)NVZ8pD_UnRPVMrmHBd58GDFmrA;n8r2(n zmH=+z?;URhx~$Jf;H9!Z`dYp?;PfGdJS6;P_r1YeujkU0X~9bB^SY7=DLr0hHf4}u zf4e4bbLZ43wz%Q}dZPG*1l{yTivlw-#5=pGYhsp1A zx6YZ|t57IZ%oUjLA?+yY2$rgG_KWAZfNZafMh*FXzqg`-Im=N_h$pNcVjbg^k&GHr zsfJl}ggyK@3I7Lyy4*-AmV&#J63Utzk;rV1f=KiA=QlS$^_OgF z02HLM#5pOno$yGyuUUOkOV^cn@B$Pz(5RaVT+Dl)bpKcmke4@F8gfwUGIkAnzY?wv zZgVQTwXt+FF<>@x`X!_2@hA4YA`o^|XTe3e+R(bK_O91PNjg?0LV6l}3BAsI>fu4Gcu{u-yUfv&Udz<^|eWh$?lx_iXbcxfr!$j8qrV_E!fK*T2majBMH;B zjLSm8uZ=kPBbKJLmNGayqkt`t`3t?^8mxhT>;DCAHZ?ZDuCadlC}22S&=^}ZpnT7D zHJ^BeCc>J#;=C>6KArrlz{($7QE1OlS0|3&P!J{QiFUU83psJy;NYmY!!@Pa`ydMe zAior+&LEycUfz$%yS{Y@DpEZt%?{idt|X0*!@L~m)b8@Ec=4}?Us1)BI~O^6EVJ^OW1II8#5z$w{Ga@ zScL|nKMJ|9i7*VU9D@;Me(+L9hHiv;u7LGbBn33&cTHJdO*X>xjYoNamkJPd;b9w% zDVyAt+`x|BBG(Zw$RX6{r~2fqNJ#vveFk4!2!&`HaiE~~1d<@AgGHUOc6n3FgIBf& zGV(8HE*W4Vyn+O}F~t!=eB%NlI5G>2$FQm-dc)P?F@Gq_dmt5Knj`qcir)_9T=tmm z%c&K~Qf%-Cw@aq;FZ`EN{wImIK1d|RI2>1)+EF(G1 z$0x-^4tPV+qRH$k6+PoPJB?%@M)_Is>%eZhya~&VV>^X?U*I?Q?77!=nw2vk_%En? zagS^H#nnwj{}N^U{rneB79CA?<>yo|m#k}B#(4D)MPTzzuHKlC#+-x+c#{Y&3s!!NC3idhTR$B zVmjp7B)PLuE(eG!XFET5jaRXBVU*tEy0t+iN0P?RF$6rX0>QU^)ba(Yc!{Y^R|_q+50Zl7MI0eSqvxQ1RdMGdqMMu z5tWJmu+biaWZJ1>95r6uUoH5ID1EwNg}7M^Q%h6K`z#bQb5Z`@zCR{x2)jk7+%ZoFWs|%ehyd1LzChs-^Bc}s zm);Tut0@D7pL0s0N|elGPCsC}r=LkIsZ`8pmo!@Llln1SA%(Q~KpJL4Jn!LaFZ%Lz zue)jk2@q_XzD9T6dCdFLbXv&?tNLDy{SZAF|8{$XHx3pn)0HKSJO0HwiVvuGMR9c7 zsagvCzgKaOhp$>!iYEkNXQdwXBqJ^!^w7I@h9K@swYg1-P2m8yEZ$EgDwAIXnsM=(Sn)RFtPf zOw&J*KKX{&A#e!HzW?cA(YeGMH+#(e0S_$N!U6lhkx+Kl*0+z3`dz->jy1*CNt&@^ zO@LXakS`F3^+1<>0O^+F+9)Ba5%g$H&{rYPdRC1uAWJ%xP)c8K@_xcV&F1Nl*^$6- zvuEeZF1zW%1M@g0jkQ#kOWRIK+_x>%)!uF>rzjSdye>3nRqtyR(I@j_E`|F-tvqpU znCjrh2m0XSYa+rSAa7z^f%K{KSVKF_@8bvzXs^4&N1jI*OPrcXGhIrm=#g^fD%D?0 zGrtzN*;j(qPv!As?YLf`inpIjCss{&bZqH;| z+^odFtO^Qo9^En^{Zh5*;oFJ0W#?KT_W&VF@!p{ISvYF3UrL2L@U8=>aa-0{7_8y? z6}f?}E}>43@%j0qTVM2kzvJOhI1GC_MBGU z+Yv1T-m#DFo72WNy^k=L)X(5qhMDO9894QC&qosah96J#fcUYL=D=-gY*uvra)mb; z7jolDylxB@_PEiM0UViVOo6mf7slU=W2?G-pH#iT@xKgLEXpF)5IZigFK13c7k_SH z;)(pkn~q$fbk&_05>ON=w;25baVe1zs^2_YMp~vW;NeaRV9GJ)ID|cU9i zNe}nXND2vyk*2B_FBaU5ayy%C815%1S{p!HjDLrek(~@^(TMj>0ct6y|=;4{W*mshopXzZn2;&mB zquL+N4GyD#2QsEP@TOc!UXwapvm;3L_*=QjG{!iq+qM)Jvkk@djW^ifz;IYz@>+*B z3!u>*Cz-K3D8q?81r$kp;&k_-?2^y|KBx^1d&DIgI5QT_H0l|Wnvb2vztm2;*(-kQ z$@U;J3@XVsq{Y>4$>o89>uqbY$E&05d>Nw80#v8g7nn}_GUs!yn>~L4IkUruDfq}I zL^SNL1Ggew?IQ&JkNfWMOQqni$t_{$My8{4MuOSqMQSQqjyF*Y1-n-Hy{(W0=HDT6 zrxvt3=F^GRRV$d|zSIFM!jp+4Rc+BDtK>JbxdQTt7>w@Q#WY|=C{=0_wk39=6A7g>JCrSMFq9p|n`jo1L_x4i$-5po8zucjuEd!_?Xjv4? zJ4VpF+vTGSOH>6I<$#HUUS=arh0`r%U#n8!gS65hZ2f_tjR6(o`A{RrKjnzazCaD&;V0UyFz12 zEx3&3^W~egnbqxSB)e_OLLl4wAr*-uq(waVbzyP7U}z9W&=K5EUhFXq{a^KaZQ$qn zV4GQB0-AJ<*<>TnaA9@d@AV811s_qCLWR&j63I50h#V(nf~xSBXJ6ym5ZB%ctm_7A zC)N6ci?K*g^3>Q)MQvTx*j3kr%Iu+V>kGYF)vG4Oht64BwR(GfHK^|FDvC19=NmIE z0t4_5BQQF$qi#q`!--S?m33y@GQ}iHopduqA7bLO4vcea(+JYzimvQ-keD$CY{QJaqL!KsujVT+5;yt*~lo`~@g^np^ z7Fj3S(nIcoV;b>OQ_i?tKKTBBay;^~$>1av^GH)lFxiKbteUDw zv`LL8lZQ*WAhjx7(g^1=ET+8~5mSUGINsC18}7MoQQW_+t|gx<7BlLbVIfR{fs1v5X(umK;rgIUv41{P0w^^>P89mS;)tHbZZB^)kf_ zz=o?L^$5r`+EKR{Xl1eR3rRq*{;T^v2wWJYo(#are{Phhu?~ckQr<))=G?hnesPDF z!E;VS-xE@YBmG|&lM8W5^97@+5}kxybC&QStvQjj@gL3YypAeP-{RV!Kcqy_4;K%< zGE+xK)6)L7)*uC=;+~pnY2Q1Q__b}0*}58SF5V-nC!?pi^h00B-4>{R5(#8vhPYv( z2s9&$Mjjh4U!+!lk~)WaL9ZYtn;sCos*Y{jDDZq+O&cc2k|#&W($NCUL<`qrr$C9X zQ54B+JNqIcPR(yaS^I5T|M(IE@^)T11XSv}Iyg1OuAfxrdgk)DHOh#jE6gl8u5*v( zUqnvFG_uX*5{xXHin-@Wc^)MeF%R2t3460wv3HJTyvbbGqgEzk%{=3UDT$oWv)F^X zh9sjpYPYqd^ILKSuSx1cn~xrp5U)=+z}5$I|7)7~3*D=Q*&ni1JX!68RJ0YNH5(I& zftC$TF9+_1gtVw1OkEbiQpJjG(RF1;OyzeFoMlWfB^0|m=+qnFoJ?ivF7Ae&N+9CG zH%wUWV`0W=%gZdhDnIUmJlF(Qa-I?pft}q3DQ$(dGDJ%|8k&%o6jm~t9-$hi>nBHj zaW^iK;>Fw|g}=8#%?V|alPW%4$?5{c>Y;Uv&cz|_|c^O)f9Vt1wE1Aue)?)a}}|yH#8|mCv4&3^Nq$}_#>jL z4(A%WpBs%lSio>`ZA!*MN&j$tJLA(tW-`{Dar|N!4PcJ0Bj$*RmPTCi@N<7?Y9!og zkSc`B`!*+mQi$1KHo~;*1P+H7vnyszerqDv2}}KQ`DRjb5r(pPLyI^Wv6!|5>EEW* zmarwS)08T>^Lj&3Th>xSF3YmpW9qwvH<3H|v6*3oibZI@w!sbgx^J~zEWLH(Bs5rQ z<&AamaWIf>q5Kk-Rz(o_Mrr2L)_+MqBxy;^c*2)QnGp}Pn_{cGV)_lgsQ3vib1wv>{`mcog zvxe&X4gBlui)pZqmQ7SxNc|v{!3>PCb-02uwIZ`bRVyYf_3>3TlGK98r8RO( zzLskF72h?P6R3Cl=NCL`i26Yyy7c9qq}iV1su+ulYg=1YZY5JV>D z8h}K47l_9~yS9}6tNa`dho8sKtwC9&@pCy~y9b!`Cx(dlTuS9?5)u+mPa@xV0kSBq z-FB3gxJPqYFDFH@$(V0@M$AHB@Gv%hcrc>@UzEbthlYNzn=Z8R^$SElO~s$&(6n(_ zB;uNtG3T+0(-w}7_!g-toyEHOKu9dhg1*X0jFZT?IQ5D}g0~CWvtQ$ds5Djy>0?ern`w~0xEI;bZTUsju7vEI zh9)I%;9^!<$}!QEfVYfB-R@qZS1OPXWj)Yl>H?X=Zq3v7ld8|UhmsI;=xtymo5`<7|B_aPG3ao%KE!y&zJx8ll$D;8;t4f3>`;RM;OF( zL}v#od$IB5l{1_l{G-Atf6hh1UuK>Vl%485%wYkmGf6HhO_|)_jS3FgUgbiOwYA2t z*%cbno$LOYpdvF}01DqZ8XMt49}5F#Eh_O4+cJ!?<hKE&>~`F(M;I(OhB3@6 zy~#6i=&t=xAG9m$c{xiQI?J1y{cQTa(#EWb|7F@Lc?PfarczM%`&+)`=9Zz9+Oz57 zp^i*9-!zNjk5Cmxll+q->`_I(sjGnbT?0JgZ$1Yq2P)^+ZT=U9{}GNe);8x1?8Ua_ z)uM$Y^Clnm`VbkI745vCD&~GuhY@KoNfJqklGb4Yv1u}}52i+3)!!C4w0s4GEFV8b zz;A8=s(1_+Xmn7-HLh%{R1VtEhr6SqSHkG@Ls1kK{iQP8p{Ar)@ zt|1cglS#28%(L?A3(Jspcz4C4m`2%1r3b65_f3?MM_oi>I&|Az+(?CsEo`gd`XG2oa%06va#vp${sm%$l_b|7`sXuPUYllA+Ce==ck850%hTERmE$x zrR?2A0_fTHRCMu;8wl+WxuH37l!V5+7=JfCMFw#vZk45x;78yBOr%Qw>5uO8Mlf_( z`g%UVg0&!ebl)8uE`Vp&dwVi7^k&IDYz31Cyjh7>OyVI#AI)L zG&^wK<9m!t&E;a+Pzl~#jVe>BPk?{Lyq-L4(?Z|BQh4`i%8C1drW+~Tll#NE0@a$BD{c_ znS$@gSWYd0?3OQQ-}fdgpCFs&ivUi7&b5nYTBKcG9`Yj#ma%EG4~51~ilQ|b6HtqK zygz&-_73enPSe=;zR44Ram(C;Kksc#!Y^O=?t8T_ZXQ<*C*+6j!i^hudZSKCLYsUt zu0Kdy-}6&HTSVFcwGOp}$X-K9Id0ak9oS!hiG@BHUIr417Up+E|K>@SIdJLVhrK&D zknXN1Y~@)Sc%DmC4|gJjejsv77AW=Mn-<`TP+~pT=$LOjiXv&!gfF83by!EV;`wyd+PE$yJ`ghA$M=wa z2{Y=eOwS=v3y%-FrIt-*ZkWqhFp`Yez>SnMWSY!EXStiHClD~fOSnXpq zNhxd-UrRbFuDmiey`(b$gm~dYzVuBFK3iN$Rtsr>g;p(&=w;8Wf9A98pASflvHWQL zrMByj{0bR387=}xiH_`1>#ZbMn+MvCoBw3$L9ItA)U)wQg2?bP7UE31*}a!*cJ_y5 z{29O@gNE2wJNlbcnLNBk)KU}ztpfC`rbp-pLqb>-*a#*`Rf%f*3APNH;pRZ9Pu1NG zM9$4AtlZ@y(!O*4NHKai>!`-Wund(O+Xs*>|e6>gKG| zbDjphTS!+F&;K>lV;B`KhdkLfBxU?fXfN8qZC(1}Q0Xq~7 zyW;K_D-AI7nF&a6D``P(l!CgU2m`bji-jeq)A++t+)f<*(O0C`U>$~p> z`M(IaHzj;&q6faL5chp`6ek0q=gWl;scMliw91Z9Q*Nc-r~{J8Fk3hqv{;=|h+nOP zF5Kci^1g}5lj*JL1Ka6`)5lEPV2HBTwh{U=`NV-wC5giy9D=5D2M< z{5!^iXEtVxpOOf@b-Bu)ayk+bJC6uxfWgRWFgYZOP!HRR{z{iK)LUK8f5TN3+zbbv z3;uu*6jT1L9z8dmF-<4@-GJ_#AW$T#QpBu@;|HNZi^WJY6D-8-jfiS-H#yR4L^VUP zI&|evTm=)Kuuc8(nVxBo@vemnt6)j4z8StGs`Q)gY z(J0kM8-^nsDMH4mdS1^a7%Zu~Ln3-!xTmtt)?f-#K{XH{v#6VkZKauN7J3(GWOMfT@3%+<@z;zy)oOckbrg_Rp5 zSXD61OV%*bvaFQM;1)@hJEOut(jnHJ{e> z6WgbWKqqoJT1EKYKeTK=cQ4*P` zRwP}DOYdoLD;(|W!08{`zzc2`o=eK_mWm-HOyZ-BImJAA=Ng3E4`Fo)b_Lt4nKe@+ zVjGLeF8*&6_5ktk#S;||&*y5R)pj{n6QyYm%u5dv7bS^xxPgc#yxWYT`pLI#%hHwo0ys!`C#$aI9-k%6_%GsvhlB`@0q=4bN!Ec2BNlhMu1n(%dt(0990fjFbd zpk`pqQr!H71UpDMSr^CW*vM8^u{Lo-A8bg$H$Hw@%&?-j4wQMU zDRXt0K|Xe#HL@X;W<)M!QfGq=RDp^?>B@MdVt-N#^xUm`^JjR^KL=Ma!rK{i6uPH`iAFd3D>#Bc;?+dONKyHTV<-pSPI_R` zM2({-J}&4=>q}5;K1%V1CJ|P$%*`72yCtj%U$03|Ziu>lFj=mxYZ!eDaP@`*{0h!- zf`J0|Y0OPY(K#Ggq{}c_z>W>`)K~0pVOEHigsBh1KmRHHY|#y(8{|q#;Qh*#9_9MN z#e@#QOA$1sRp{g|0!<#R^Naq>Rnf zXegP!1|y4_4r0dzH5J9`ZyCr=acE5T`B}Mxxr{7JH*|U0R1p_>Vt|@V81k#idrFXU z7iD$v+ah*7jDnt7_srM+2E@M=&K3CX@GW;Yk(|Mw1dE)4F`~kqL6S+~W6-`SfzK?- zvZ#mg+WB5Q7rpTb@d3T`OTc78ffiJ3Y5yexTZdtTX2k5{HRhU z?WDEC%YlQ9kyD!6dtxLbu8^3q#4DXR5K%7X4{^oFo*!GhYXt4z8Y0IG3*ULkJccBy zPh1&Ni!9uAa}ODa5cYg2@UudRPBN4({B5VIx5U+4@xVk8_evue4DqgKLm-{7a+^{% z^x9$H0Sf+%c!zWdXP$4@PH#kLznI=8PzwqM6QfF$kf)~4oezdc&*6}kJP?Oug=r}8 zB#jwU?3YliqXT$PL>lTzWZgdkA{9%g#=1Zdw)CzIoI`Sf2C@K_Xb00=bH&7IjpN>U zDCWN8?}0`%J-S{)>y;Pmi%F%H6J=j+Tv>%(8Rlw?{_rrcE9|QfDiNIvCnS4$@HqF( z<%TmJ<{6>mYL4`EVA*ggE%1Z(WwnD2_cD&e+KLjEVK?B8VI$Gd9~x~XIF;}JO(!v) zgHf37XJ%V@hR4_1gt&_kp+=!%0=qvu2&bKxZeoUq+2Z{Z;#c7E z)UFAt0MTms;4cR%`N*$W53DppulwiBH>`!pzrL}@aV14O;Fi%qa%HNU*Wz(!B|NKm z;b`|NmJhKGE7JxcAviQeGKkrcTqT=+VAmJOwC6_nV%iQyrw~G=K?E>8-4$mo-qOkThd=`s%FC z`4duC6v)cWFc2_Sifb6#%D1E4ut5`E&R(T+b?61n(I!=iDPjGL)+s9xT1!fHJ0gsD zGjYl|xs2`LIat_JBW#lEE9yzL7ifviO9J)eAaI~_+B%Dd4tL&G3W5$WLxu-a-RwG$ z;GOEjN(s=$zGz18bFZ*N_#;b5-tT_3lZONaNIGS3WkjI2dQrgJMl?69<^_Gl0z%0m z^i~tKb=#9-8h<{s;)z(MojG5^9&us)s!=E$GN~3BAapG5pAPf$d{(8H3|#HXmcdh!afg&9vUMd_haT9%;^JnfPjf**aIX<0B&3*x#2wHZ z>ffaG{f|HFs95b}=e>V6Xos`O7ar(DR0=z!~61CPW1Fi+xA3An2>1iM;E1zk%T~BGW?hqSL5! z)ipnfVh8!$_)u=}uH_4>f-MT+L3`w>_w~rpn zSIbv48mFSieElook_v{GOFXkq^iFBo_y^j$74(pEc{Bp=QArzAJ7s3@onhhcNNT!b zc(h9k<2V0_#)q&TFy@dJBjZVRAdY4oJHKgPZrrL7`YQzEVO{^7#hnO4dZs6kl%1VM z4S5DRu|aK91WykpBsCaxWlGQs#>I$hxgvGTk8V9zL8GUB)4Z#;3jM*BEF8aZPB zftl@IZaq_?FT&eR4?p>aQhnxKUerfF%qdu0VJ+>4&`ESpVj4fH+vOTLI6~e8>?=|B z9-06O>lIspe^otIVj0yinku27ZjvC8qHjWUCwX+2|>5RpzW zpQRmwXYN%^G=u{WciR8~;;7$uXov|b5gj%~(80Nx;*&${8Rct}k9F53?e)QGx6!tA zA^W;lUJlU8?v4>^K$q4}Cg(_Jm6N5Om}`NXyZa#K`3^Glw= z^_8$2ZWu0O4l|&Wzl{BF_2pl#QN*W9WffIXq&&--|4G;A>U?ww_#cGep01<-E8-!V`pz{Xi%$C zhIgy&-|4z>cI2*=gNB@ngpWwedO|OT*Pa~fXNwpg(XM4B>+5E)NY+wSdi_?p=CodU z%wIe*P{mf*L zApA>I^l(iP)T2NZoGWasdEArG>%!VfENGtI@Hn?OMWKdR+A<;avY?>_dC-xZw!^37V^@7(&2iUoOh+f?CRE7s?*7Tyue8gX=)IpEG zAnM=4zqXn7fvLxbX%TAl{Y#(**lu@o#6sGXO`yT3~s9> z)GnF8xgW!CQcX>q29o?*M^byu_V=Ss_Lt$vfYyI0Ind_;_D{Bi#V@(Oj24?spS*4- zKdK**h4O($%$;xMR&zgv)1Karl!vy^Twk>uD*2(qaL1a3Cg>iv zSa(z^vRd9DX3TalKo^b$^}TnPyMY z6%Rl?6I)d!f~N1g1LCPtbj_=q|0j^~eOaLoh1pG%5`!ceATsW3h#GDv`yHxg6-bh_ zUZyS$R<5@1C!-1`Ej1q|MDKK=wQh5;(GzLf?@#yiT@x(i~&)x`-lM1wcYzttz$HajX!BF5HXw zP=I4Ku?3P*+)5gKsQ-EvT@i_hdT3g6O`n4mo)vSW5c|{(XKsX+Uc4XU+A#dXKOGYs z1SRwA)id3HQ{!%A91Y`-AD4~gWHN=jx()Xm9622jyHP&Q)5+DL!qsV+R=-G{`(tsk zzQyCeb0ax4fqqa9Ae735!vCc{^`!kOVu-S;_b z5qmf1_Fnc7d*FgfORFYey|)^!t8cFj<90v%%$2VC1QUVV@_=N-WVy z!@sfC3Kmif`M-c#)^;qoDX+wRt!3qE#DXqIpKst{-DGg%Y{L(?m$tD7h7A+?mz4zK zD{#0amt`lgwIj3^nu~b?zsZ4DgcCl}wYf?fif0#;9UT|Nmj9b%v=x@S7)EVI`F_mF z;%kO;`Vz zKlnt&#Z69?#MD0C-ez#vN1q6m-et@m6 zuGZDnJ><~qHpLp(-ngS{R_jU2%92T=3HkZ?t=C^%T?x1z$-Q=7tT!u?7oe|3$Hw{| zBm&2Kj2zzO@OsW&o6i+V2L%POA;H7LE942tZ;t{N$oT&3;h&-5VJeDQevh1-oIKw< z>DNwt0bea!b{wD&fbW4+4x1D*o`d{dhc*;Q>gR^XUS!?m`LAk|ALtSZgqLUIDR_%z zbXC9j}D$A69tAntKv*9d2Tndn^2|u^d z)eSnoH(rKA3O~QTuC1+sr}KJN$HXM^=(?kUq`9?k%iX?ewAeklsv<&poSm%Xal29q z3g(q01qKF=CQ+T+7Y{p@DzedHfNXyKw&7_NCUul_nm!=MSRCu`?+*zHsrdbykB?7> z#?)G4jNiKv?REu?61y zU@YGp+l&|dA@l`%uTjC{RrPd~Dma4Z$^WZ$-&pY*3L_^_Cc$Pkv(p=b*4D{P_Lvf|z>l}TwpgXHGu;87#{JgRQxpN+yu6p@evfuw>`5e(q@|55s{{k}_4P@_;fl`(l8@T2Hvz-- zVx_Lr=kJgu8DQUa1i%?m68E5*K>ZO1wn@+_JRF4EZSEGuV+7P^^3Q$&nvIVRopifu z^33W=bJ+*-Xz4K|)Y3@$+|D&qi!M@V86@}Qa|B4ic4+j@$vU5bf)EQiFkO^h0Z7@>Wg2fuaNHXz*5iiUXvac1MjSPqqIST*& zLW+Zp_`G8Ji&udvzix0MeLT*EWXX+jq7+a1$!f17sudl4IFXXpD0+OJ&jzBEQvHQ4;P!XOOJ z7#D?Y*u0Gr!XV_v#zvpNSN3n-+g>hQKfL(_cFwstvL>-lz$k-~ZGgab2HjCJf853u z=NmPVYt;btDM5p(N&EV-G%8LX#R^93R`7iSjD3qQLA1WXcHG{+8}M1nVTD4-gj1GQ zF25`hv@^PscCcSRxPb?zr7g$eusY>`5u`G)aGZb})c?@6o6hBbe0&wKUv{xU{-s3i zVYg}XFuD<{M*DF;EohAk^17%S_VqjcW9Q=HGLB$!Z3g@AqU-XAdl|aOJ;!%o|6~A%sX`+dI0tIH7dtDV- zfEE1tb9b}U{U~9snPABV<9n_Fios;~Q)jIsGoStutU+fB2M70_S)fGhzr9+-0znCv zHy!Z1CTewawor0>JPwnUkpH_|o`3~Rm68T^bOCh|XKXkU9>>hzq@N~j1xCKUe124d z|DMVGQ1Fq54;a56Wmul@;t2Y8j4Hf;$d|#_XxE2#MFaD7c|GI1l7OrG&8Tpf zagZ20AJF_zfCC8Gy@g(%E@ihzd9OP}w?mYu*M5wD%7CI3Bzbt^@yU}YPITaNiLGPy9+1_N0fqzmL3~+)TMCtw+flQUd)#yRN z%6@`iwLPtE(YH+&FMlWn=sCmv=WC^4`B{2F(0CeSLR_4@l+-Wk=&`C|$gDESf56*l z#{a#gX;<;YO((OtvE)(>mS3H+<#62E@Fiz7?4n1D5<6#936_V7@w67;<1uHTSb2z_ z2n&PgWP(J`i&BS>a(}8GOXy znsjbnyJ1)-J~Idz93xXXyp2_im@0|{`2`+ITY^f;yk*{!<@GNZ;?^2l?9DcgCF?OA zyT{oE70&v3haKP3`tNt;6hW=6tyLZ!bSar_dGKo@VRps2TvC2M=k<%W?w+sllPyQ< zUqER_)+n3#6B-{eXY92#+a=Jf~e-#}AV;%O63qsgWOC5gX-1ZgSj!H^O8r?2n z?~G;jdwuxx=MPSU6Bjh0Fya@>9D{kp_J-}|WIb`#*oFqS5TAe)PMP_Bhlu0-Z+f#$ zTRAdt9Lo8E&2|Be>1cK~59<%WDNvl~Oc&E!oxoR@u3Bpw>&~TVI`PJBKkohoMQ=$< zW2`A~kOL!Z(ccio9Li=*aO_I`>dtTyG*sURy_n8yN}V5j_J*+di6yfjrHt{oYc5k8 zwdPXe%_S@>Y#%TV`u})(>$oVtFIsr$PAO?ADe3NRB&55$yE~+j?(RmqK?wor?h=p^ zkWTOU{_cC<=dby|Ff+_K&)#dVwe~(~N>^_Vz`iXLW*!qd-|GjqR z>@oNJcx7U3ic#{tRIdetQbh5zd(ZMsHF+6%-oJRAhQ@~%_xmY-wSJ`(qc`qNHR|un zT{ulY>pJ!~9)I5k`(KhN-&$H-rEo(|(FTFp!Ca$8uj8+6mp0h%glm=X7&7@n{uL?o z;N6fnZBFM=$%NLoTM1k3*Q5e1+#7xVr?@H-)VNx}ma1mzsq^6ov=&~RvSnzBphJ}P z_0LY%hlbp{GIn=&gJBR_Uvi+4>0H?pudc2D*jnSFC4p$=PG=)sz}qv%s(9&nA^pTE zTB1%l3eYW0g)ZYz$?Y7|B81y;=`d)|BpJvYkE$vx8Ns2GG^>qOePqvl%O{FKpGwcm z%PY`CC=%Khe3PQ!P90<8>BshAiJjm65)cNI!Gq(p&Ml)xm2D5)C4gWc_qE-$P6BKc2IoyZ-Lz;q;@Boduu zHrqB&c|B15>)rdOa;WDe2PszVr^xlNj@cKUBjIpZ)ThzYhCbX%im_Pi6_TI{h`*0q z5G8h(*_8edE8*gIe-sl7TDc6?R=p-9G_Stja1{MeQu_URXRCd>^cC+eJxBH7auFZ5 zWd^3rd~ZM4OZzEDkH!0MCcCA=X{X@x)SoEKGNK?H_sm!KS2eO)jE0v}CoP;ojuKSi z{)zrbeFc4eY3y@ZWt1WQ^S_!tti(NInfJf=UioLQEg~w&hsLS8CY`dz%7sbdTb5Kl zgla({phNtyFvyMBPR{M`I2Eg8N7o!W8hqyo?Di(5 z$KFz!Pn%ArZ+t)xA}exnz}dIu>!|zbEBf`MV$bCTs`j&FDb7zr;9i*!P93X&bZIOORM-^F16}&A!^8LSXY>;%S*Rrjh3jenzXb% zo||~+j`zd$(OggW>U{s)z~-jgw>4eI9?5)9Ol)kEugT|q|2DM{1!a@q;NWONYXk%Z z6-hCZsILD0MfE}5wn8vI8ypa~{)h%)>Qba?NGI~sozOE3c-XJ}gvP9Ci-oEUDwz|HtLtl6oMP#OG75O;3c&*8 zG~@tZ_Z~)7B62XX!-*cFKL7hCf0mAP4}uX_Ck~>f=DSs3}JL)97yxeVZzZFy3f(ad9 zdC*mOe0aJ(YBC>BEBHW{cX)^jYHZm;{+;FT_32wi(@BCro^u6zhyyJo zR1qb~ezRM5Xj#w^o^8S9659zxn+2nNS z8CUHQf7YEe^*Mu)-q1|v6Nbh+3mW(wQQQAX!g_vr;T+ZAxISB3+OCc!|IAQqpSKPZ z0vqsguy}L$dK2sM}6-LRxJS z>DO>6nK`P7)iBJGidF!8@|`H{ccM_1<|F-ly4mFb%B??b=2;(oNZ>}{!~ID%1D?*x zLy#ciO~eh9_~QuEHR}Ga4~OvLzZ+$(ZEd^u`*dT4GPAd@9^f&4Y;<|ZF2#f>wmVI#R8ACl8O!ze9KsbaeC&x*aP;YS1dh9;pZr z7TZO}*W9)C;=G0nq%A8LZT$m*%q`z@!7R*2EJ~@2)55nQZ0fCthTrP+yEs@6ZI|lw zdwkqIF-D?OC&g4!lxb@!DiY;NaU?Ij1T-}@nVFd%{pJxAb(rYmK6WwC?fX}yCdPh< z5lpd5U9K;yI7v}k$b(Y>p~}?yLNI@DP{K#NRG)<)_P=^MceXQ$@S{P(bFi1xI#VzShPSv7K`_?r$Tpw0MXiL=QPZH8>0*MbW|o3oSE)gNkt zy)#glCw#b5?(4Mk&iISQ)kD2ow+A{@ycajD0WpL&)!3de47qy?fprotMJ$DuxV=u~ zsK5JPSv~D6DMYsjeM{@qM@f})o^_w(%x&Ua%l*eW?n;b6v;`u>%b*JFU$4Zz<;dy{ z>^D6Kxo#M*v@-p``5a3rKBNSR)dQoQ(T+6X=p8wPIx4R1vX2PyfYRX|Vo-?_%Nt09 zk8QG-WE{cm`!Kd^-0i?(mVSNR2A!gQ!?#-gxN@8U`DOZ)R?O!HgC8j?4bX{mGKy1E zxI+|Zbi2J88`W7Lu;E+0Q#=NBfMF+n%?nK=CBC3gr#QH?u!g_@Ch>rxwrh&w$3jLR zswOJj7_yy{S*yn2PX6HhOS^h}c8t!icceOM^b0q0_z2x!j@70hPIMJg69W|jnrSd# zdub6A_FS%wA70)sex`v-j}m9c5^rl?m#k2$3P-`8T|eajp~dGy68Xdt5+sOVnQyn{ zYUInNVesuq{L(?8dP@3CDhrdB`P-LJY$W(UA_Z?8m}a-0BfEeg<%l*M$!E|u^d3-( z?{Gu>d9It9A(#K;@SqYyG z<1NpVhIs6ueQtF-Clscp0gfW`K@dqYb9ZlP^UP*j5_ zLZm_DCOa=sW;eL9*gb=HhJGw{g%TCbM}&eZ8g18amlFQk_+<*F)NKvte*ed8^J?mqff4(QODUd4h-$B*B; zT`9@;ItkGVx=J$cC*I<^zP~Ddhh|ZS`+Tvh;Rb#e89#7DC3oNE%KEi42)zY}tnn94 zPCKHDn5du)At00-=bEd@=&_me;S?&IL?vy)zhuG+`80c^B60FZW6u8aJUDv}(ZK$rtec3bQt5##TcR9LAXH7(_9S&7d>Crf1QMkBo==354!J-p7F#yvY=o;9MLL(~;hv3y_ML{&V{jS< zr>dp!`cN+_EZ>f0=jRA?O6({rH&DN?g0ds=oj4y)qqjG?8ddM-rTPx5@!>}m3+;1A z-f5_~Hjksk<=6uJKUPxJUwaTz6lxRN(E}&;4_P*qohL#>*ok`K1kCG<-%k#m+_(r} z3vL!{n+~skYmF`#3H?zcFRV$0Qc`VK-~8J3XIMvS68Ik^#Kpz`LmJkV%Cz(DT&*b4 zML?)Sjd zBtbFroxo4xjrW3aETL&HDdMGL_Qa;lmnb!H|4(@J#A+}7PV2WZ%UPvb)TAjdU0t*{dk>R zQdX9hl2V~YkJ*3s=5mfI7Da>-i8aa!!;YBp)p?dA?gkz5L;F|ey{L$LEX)wO*TUH2 zCf9@OhC@BZm#(+mn}|5QTak~>6vJ>LH6k52p@NO(*uC~7B2Tj-IT@iN;^YmYK4=1` z7qcRIfx}_NE%}g3l*=PTfnykM-TAQrV~SxEW>k@HMe+Cps$aC`emTB9i@AjI8YFTR zYqS>F&7V;s=a8_b(|^YoS0W}ViS(KgPc8((Sp zdWw$)>%}m63FB}o-10xzkCT$OD9ao>WVSubF@vi+@bMSo;eZmn-%EJ#JQ>mSfl|i) z^)H;N`YldSNJz*+wPwtaJ+ek722{=GU>G6@A~b8B7X_?g!q9{yyg(#IA{+`{Mza1g z9>}6Bh|fG&1|E<^dXD3xGnUTQd{T~9!(!z6d|T}X+w?O{`hlLYw7>;62E``?(>vey%*)=4}jd5-4AYye!2WV;QWDB)HJP=*DFb40(Kftf^t#IHiLR-8nlW z!NHl|EVu)tNUOHi1jsvJQw6*{y8G3n6|}atR#nNF3a&0MBl0cY$YzMMMzR7B5mB&BM+hx<#}l@UQDv{5>Aa z5x_%)qs3BFPwA`;iBYXg8Q;G)M_EfsPuEmdF5nN!$|6*Z=!=XrMyhCNV8O>v2b}$Z z_`q&MW(=jhFj56}6dM~jPa2n83Js#BruOUL;Pz;4WMhNGRgCq$S{p;2sw`%0(hnQ> z)g@FrYF81=FcI>Ks@daX+zCvpkV8%YdW8HRF~xIOmee-VMM;;1hJLpZ(^MI-UwGT% zGL2ujV$X&_rbpnq$d>NBGJ<(gV(3$mnFO9$(dN)a=0E$U-tXiE(Ap)K_^=G$?-=1Z zq=+qlc6%pBRWRKGclH(_l;%{XnMoTHnNLwzkLeQZ1_rWg|!|DC|a(96B4f}+^qqDZ*hL#pI zG&DHi$F<9kevd9DySs!l=(Qu;RBe_iVfwVe_`TPSaT@EipzQ@OuRmPOPJVW{=VUdY zb2ikcb!*P}k=~YtKdjfax$4$3Y<+!Qfd1AT-3CzyAV6)I;WC5g3uP|9_%Wiryy(NRzonf?iP z2=3+aV^^S=`BWTp8wU%d&FpmoYHN8+g31Y2o|uA#T)+FuB#m^S?`z zJ{7e~uHYRXU)JxT`kERAMMe8Afv){jEn41(-)YR2eo0?qh?Q0DV ziP7JK@^Q3Mx@It2ULB@aZu<3Q|;n7H`i&&;`2j+*lFLr@UDAtMVsnk@zTOlC5+u<39t z-pv?+QnxV9$u4AD7@xI&BZ(eEaQe2XS;cY^>OA9Pun?D`(h)j>f@C|zH(ZF+xl|P< z_La?U?CtkzmHStw1Jd9&!FxS>Hk}LmMje+q_R)B_ybedgSR>cW{OX%at) zthRQ|jb;KD@$ArkNZHiFN|#$U()X!W>!G}u)k>B!#27n@ik}~xklMfmB1bQjq>5@~ zv#uRR64jeGZ_s>_Y;A3i%7tJ>n{kJ^wb^pvql>`wfCs-`-mD%$DD+6vkB^}b0MKY^ zzTur>#FL-;WS{7fi%pNtelj@Y7;o0(~C7dFw; zqTdLF=uXe`ywQ9b?5M}Pb7s7lA(KX(+5;z^$;nAlQc^*Aj9KDEgQd=UV1%i`LL>bo zAt}j9fNDC$fEJ2?vG~gQlc-UtxT5!a*9j?bX-`2(noy;@>p3vop=uM0k)S}DG>fge zg(bJF=tJpH!hW1W`y!*JtGjmj)u8+e5(J@v^RTEmP&P1l-H9aQ8o`4imt_+a{7>b| z=dxb~NUY+Hi3ZVRxdGI5XvMV0fHnnM5&+1KOdI$#9-ubi*)Lo$j|Ecuab>yA*?FAR zI@8FgfJ`dE>wDskAB~BFni$P5jP~>3ydv!~wmSQ{EO~K+D{kG-mts}ZZcP>dda490 ze~HC;7d`a(wqM4un^UVApFsCB2_2%dL#ljVi7>jwyI!0%?8|SE<*%1Zd%#dO=PgqQ zogDmL?BcSR$I`9LIK)X4K!lbh=N?#UlWUi6t}hKgC35LLP=yOn_Ck$Ix@-Su1MJNF z`jxFT$)TsIyIX*VXW5Li%;IO`)~flQcH-`?NfwWj&nLO$H8L!$LS2n$A<88xo0d*+ z;J7+S# z9w~%Cz^lO`oQajy8E}e#y_>>~@Zng^`Ad6n=`{zW0pY;j*OMR!*T??$K4mqGeyxqK z=(8~P!l7>S6(>veTR@Eb{luk1)1=QaB0I|G9|G@dRjO(j$5ycH;@umpIQ&4A>Opqs zNIo7bx_!?3nBT0(r@KlfA4g2g%>RAVb^^d_%}$DT_}Q&TWQA*MUeKC?%dmmkV;x2_ z!+Ay7!%K|b^9zaZu>B8eZi+FbEE^}M`|s((EW4h^N1sRf>jQG^D4$*^Lv8Jqlx=%f zViFR?#pETCJ*1`WlQp4C>Zn1Hjo?;$1%iul3RX&j$!;I^I;ci1yM~nJwl?ncaYZ>f zo2OJJ8pl~uc^jMKt-yb|9>O=F<2|8t2oPKpKfz}{^+*#C>V}4fMn~cOK0yZ?EmWz~ zFlR&tg=5_x(9Gl9mhBZA57WOBwo0Mel`|f3NUeGLBbhT1S)RK%U{#9Z1g1_D{({K3 zR6VSXD@Zo7ZJAY??)hK4S z1;j2E7M4`Y^n;#VcI**C0ac;0sZwWfii>{iioW3B?OcO{S@p3MA-K8F-m(qO%_Up> z!676h#KJN@UGtbG7GpkXKCo&cJyslNIM8@KSgft*Of)x=9YS)L!@^Xmt2Rm5{J+h2HfJMRq(Uj1Z8N5{|^ zFPFb)9kCJ~#49Sp3OqDP+pnVXfNz9$MK8{W;O99!u+-t$!PhZD`h3&O|2>>e7(M4A z6nv@NBzDVZOCs6;Tlp5*yLCDTBFtG4DwrW{YPtsmjo)jZhj!=Z=b>P%!dJdZwCjJ= zWBed_{qC%0^9H+S)3hi?a!~66DLAw+|?I7&wOW_>JL^izk15 znBKy|op0eN*4Eab7y<00v9U1#2hMJ%YRcl}iL}iteHxu1E_6bjMGsep{nsveD!577 zO&0Ec_))14Konh+HBjOrahhLFCxnH;K88`AeI6S}KqUy0N}U-yJK4SPtlO!#@?ul4 z1?MzgK5y~d;hd78LuJ(k6;%LK2lz}}TwK{w)h{w7U3UJ5les{hp33HS-0b!S(U*wJ zZn@jrRZ1$t0RtRW;J2Tui3*?Y4r@@3dJmv0yXB;rg@qgywov}RtkGVw|K|mW@MYd2 z6sePvqs_C?@J8LBfm4=cxm@=Ga6~HSZh&vcOh5+{J6f zXM{;k2f8(KW0u(}#UoD(rKzw%p=0ogYKXw5#RqWRIFb|j!ouX_MgYbD@4(x)Z&fSj z2L=iOqmLJGyXvky7++KYOoF6*ZWSwY01pLJie93MLAE_Q7J|-^N!ijvK+|8?_&zo) z7BTVq28{K9*64|aoxT0q$tIY0dA8NpXTU`mGjt4!^1gr<(u}7KBX5BiBhiEkEymV@ za64y4t*6}a{Z>IMP<2H`Mdb=Wp9$hSI5=FRdjJB!*Vi>QM^8^Lmc{@Y0&Fbc(Xb60 z0jj>XM5r>3x|WvJfmbIYO|mRzSmswaa1315dSVd#lPqp8L=DwO-bkKTq(#Rc)Yz_f zFE9E(g<_MvF&Qv_N*fE_mh8<4I~T?zjIQ_%ddii4{nS8^v4jAjHPR#u0=Eux-}6^{ zQe_YqhvSH*a`~59_PqZ%Ua!DI=oXyTVnKUfevH!^Dx?&<-JYw;*}nAqb6Ut19AtZN z$a62fr{Q!#({MrF?eOXWywYC)8J916a%^18ZRMQodqe+i1Z961eiW}7++hSwf>V19 zr)opFIaE~&>hE2<)wKC<5*8SQ=R3{j!U%eZ`nDn~u#B0Mzkp_fBLrv3_xk^uPP{Ig z9l5keRCyS9n&hGXc?N#&S?w<}Q>!)F9%lQDORyhYLnN;5)|wa&T}sHKPDTs;kL1`u&7ZovxTvV8V7dPwikanieoKLgsHd+FAiEkp zwe0Nh@bKv9ktoe&5>@7xFUA8u&n!6lLWWG7d2%K#8y# zC|)(pLd-pm*cU1r$;O)k6si`rn-ced(O>=gUkKb(bkCuRDDdK>?zee{) z5|osbmez&91u{Tx^u!l>=UP|@;FW>Zu7tjZC~6-DQlJyT>Z|;22;eY;@;ql|`0aOX z4@}M(hN1f6Vq;^msr7xYkL~%TiS&&&w3~#e@KDJ2fAEA7Mj~Kiui=8)RqeWAgd@e3 zssiHpVT`omMxtv1^pfbzkA(ldSM&L#1p6kN#_B`ohPBt8KyttpV`WW zm?*rC~MfTJHLPb1`r(1O}Q?SSEG&Qz4SZKzQ#&IkOJhMi%hS{6*P26 zRKU$7M8fVNfb8X=s3XRZKS>m7oZ?b0Wzliie76aU;2^FFK4*fvAu2j-z5iWpZEa8B zzW_NoY`zw9D!IAD0YZEh8nMAfJ3W? zZ?f6UL7MsmYTT`rpIKLMtJ&rz4}$VQ>V`)h{5DgY zO7%iEm%ZwHO=wUItoR*j6Tl8&&M}BI0(Ar78V!5(*YN7c=f^Mnp6tJ82kC3hbS!? zBe(sr@MW(#3PfKTxnZ8z6F-QhqUL#kx|u=c^Stxt(j`d$FRq2!;rn-WII`*)`0$Xm z=Wk*kg{?8Fp)dEN(a6-BN6`O*w*b3maBeCj9gHGI6h zp!l#o_?cPOB#b8s8jc~6l;JGyoaUC6o*p$CK8V8atx5Kn1pEYBQ9S2sgoR7-tIUHw zA~B&c2|y~*YZs+XR^&L$Q>qt^DRiyL3B1mTU)f<<^Nd)HrUt5LB6($ZEO?1|G6)E2 zuN~s=yG}KPx;PrnK6`x3iM*Qlav6 zFY;9`^Oh+d$>09N!$YDc`i(-Sh5;y%y%s-#naVzIY0Hj~ow0!v2#@d2`1Tw1DL zumKk0!z<7#FrkDRz@m%;Y8Yy4Q0-(%Mp{tYjN^S+D&Zf+b;ecbvu zdf-baVt|Hu%Qq8R)c70r<9@I#`QTfBJ8=93OeW8l7}F-*=;(w?Y2jcle$8|pUWotY z)r4oFS~$57yzj099J=L>kL+tPS8!ywWb3iOQ-qL7`3@)PYuv5l*ZRQQ6-yL+CO_Sdw^G}Y;fg3Xa`v=R7jnWumh|1~#;~GZZRJJiB}wKcL|SuuTBQR>=6)qD zW}{&??0?HQBC4Y1oMAl@2^Ev0U z@F!i=`!>{6&pNw)!y^dGyM~3sh*{5n`8`+Yc2#=+?z#CDv&xP(yGpyJp;Ou5pj5)D zzri`5SAX8?#Dz`GcOfCC{}Xf4sUkwmxKb*D;5H{X*Q}V_ESp`TeRwA=md(Ylh>$U5 zc*g6vd36xWedwKk_#mX>`>X7zi`AvxW-1S4NWS-H!OF>h^ux6nfm&Bxy0j0>=6^PO ze1Ri(v9sV)0|gWrelj8>W`rNU#fLQakSQvMQ!(l7FW=!w>Qj@QLPw#KQAYQ~YhZ)4 zjkmM%XAqV|0f3L2FOfDPr!HVwl67uCvjwN*q`LJ+v z-+@XNpGoh>)RZv5cR-F8ERB**1$Q%puQi8`m)Cs;+Av(VQ&JTr)IDWGX)vciCN(+v zc4c`U#f@zvEi&^Yi`F^B%4|Ii6@n(X$XAcKQznSX;4F__hU&lLLFKR6w+{;5kAd>p z&$nxii?+nzyI*VNKAlwaZ}|HyUYX5!qScx9c5niAe}f_i7b1d5^pD%uEy0{v*b$2V zD!opM6gg&*?W}!+k zo9k@3@ws+t+cT;3ZI=$$!%32!0aUg`?j0G#p49W% z;S~8wdWg^m!U`IPqFwXoHJJ0^iNT`!ddC8@&)OiR1E~_8VqpX>TucSz8EZ!X;DG9^ zpb!fP|G@-0Fnm$2)a9F8$?e@;7u7$-;+d4xRKarjWVo2L1eF=h6$5Frd$)%=;|| z;Rhg+d@LW||NGxE^A#VpWs5u;)F+Hnd!fz~<;t|y z0jxw=qL><0w}`puYBi*0!y_YE|lUtEa$S|pZAEKdQ z!Z?lQsH{Wxx^vG)4vYPk53+T4j z*KT~d2D-Yoboe5bYCx6!n9Ju*{QcyD2ojgVGw06!ll8Ga$ZezE`g;2Z+`xHxq|D6q%gf8}s;N|QZ|Aq|h>m@y zslumi)DAK58+UN12_`#dib=nZ&>9FgMhl#ysz7j5O+Sv%(ZdJ3gKFprZ+ zgOsoM$U(D8v7%vZV%;?~jOA)W6OLyoVc2g5NuEV$$R}v1?fuOA5eETJ=&h|FEk_8? z@@FOK4w1I_e&z*8A_*J8fhlr!#8lnTZhpb^wg`+6!|)3_PX)6y_M10LHQHC;!)iI= zy?xu^ai$X)T@{a5E^%6+c08vf{PGQjIYSZI3Q1LIVd)R8l_$~vzlseb8+=kpC25TY zACZDIs#E1k0p!Tc%*1ClXwK6|C1+%0q^GAB5a{me(k)a@lqmsB-NAvy650x(zP`Rr ztw-$m=}MGsPnTGs)AAZ5NBHa3K%Y}TN503G9;oC`ioBH-2t2oOq@GjG%i z2ng6qTH4;zxUc$7rZ+|eT(T%(qry1M!8^Y1==4UNTi%fCckZHN=9kROQs zSyT`=K0#jI6@~F{=rt<{jo3THW^l#^JSII@gTryY5pAcR_VR?COWq35803fYe-dpv zX>I=ZCsl^3zUMZ0Wy}M7T0lJjD{=1|2U=e>($lYyz%~YG$Fz*Hq z+T9sxGSF4iaBYo0XUh3=`D68H9G&Cgp4fXxnD5ShW^n+I?&XzBM>i08U>3jnLcE?X znzJpoSLVEKc{X_>Wte}cRip+%NJk}#Fd#oshxR^QeuQ%A6@|v=v1uN=(86oQ58<_m z2$G77M2G4xkBMB5X2UHD6zpcrwrC*YJ}_~Cl))t|R?xs#Yt#bi?(y$9a~wXVHlqd@ zfoo<~0wSN7*tZhdQpTaPNC?4;Q7e51oJbfw`C#Uvbw@a_?&z}(?YV_{? zcCO8nV=~j__SqU(`G{U#UWub-n)=RhQpFn8kw+*=G9|x%TY+0DDG58BcnBv`VR3oc z$~9P|k8NRY4kXofJqJ0tv349p5dOZ0JWNC^Vt_|{e0(4gFme*`>zI4>Awp#O(|F+x zbEseaVNIwFvg4lE;7v7b6&4Rb&bj3O*lZ$7wW+(ENYN&kDfGw%6a)IWA??!YYFp4y z@)7niA~Mp`!$ZfhIN#5%zhrmV%l}V*S;+!EnI-5p2PcehW#?vO09~F<>U<@SWBP~H z7n27E1#}iiGd?rUqZQvbA@6rjxyw?J8+$OpXIZ=IfBRw-4FwYrkpEyRe zr6;l>`6C=eS$%`VqsaoYWiF?!hPt}Ct80@+H5xiPX??x`j2m*=;C6zKo}=l+kCg50 zZIF3E)d!w7y6=J>nVga`xOYje87dbc6$#DW`O!ft1T5gyoe4nR0D+8;+jb+EVELAv zJ2U%QBs8tI#{n;jj*gDEcgN8_ zMR-FwH$Mh4WM4nyPOu$yeiLK6I6;U4F=V_&XUFO%?814qo{rx&M zKNWb0Vfy>JF8|YAow&kJ7lE!99zw`#1Mbt`noT&ZX?~w_dsH-Q`4ZTWK-SZPtIxFN z-o88Y=h=dS7!y+&Mssy?qurIEam>^=2jFX1>O5`lRg5JR)87P+3=Ki`uRHy0$+4I% z4bq9+zic0+{a7M_2vL#xG&T)|>f+Wiloz^!DP$6WpUdW_8J#~g3`rr>>q6Pr-@e=Z z^8Mc82sa;9sZcp7Ie9`_CJx2W03mbiXrUUkKJTpLG7{1}6m+B1vLQaMql7aJf^_-d z>kQPJxI0X{?Y%uy{Xuk%6OULlknWJfTYP>1S(o05BMYpZl@)FJxV@bn#|bheViB+} z<=fS4QKZT->$S5Ck6!Hc(wKxVFKdB}oAgGECi%nLO>kKKt2pS;26cRPCf4vWD4$U~ z^fuSmiAn5L^1VyCvm$9K6?Iqhe1u&(i0fAtvU3qQ_g|mR+h%sXPy*@^Am}8_%c`G> z6ETNHV^GU=Sowc8Tq;xM2_U0>ploi!ff$TAullqVDT14+iLJ@0X8r&?q@^_Mw-ZckDJvUZT1poy{O#5Wm@n4WO+i7y_g^1V zq>3B2xE)AxKY9XY;{N_VF%fg`3^}~0wRQ0|0Kgf4Kfi0_2UyV``!3mJo=n4{|j@Sersh%9mbmu87N>x;FEA- zb6guKvITU14)IuTBCDT>;D*7MggBisU0DowDhTjSJUZ6_f^tvYWDb=OJ@V?bY04+} z>&fuqksD#0#RYE*vvLlq-At(r)jRssGubP@Ro8hn2dW4RhPmwh-% zc_5JND;7?~6-_U;=hUfra`98uUa%t64ltW>*->x+ASfyd2EKN$2)F_l(lXKE@9p#R zb3jWcd}|_YGCzw`sZ_&`8l0L^0@3&StSjfo4;2j}QmB`g7a))`F(w1RP*qhWL!}BD zKx0&ZPWb}g3WzQt_^<(^-<0^LvhE&}LEt4dE7d%h>M>#eGd&TaWhz*(5FFsn+fdQk zjWpst>!3U(L27sswVwm(2|JWz4g23#wrmm$SA6%=Fp)7-x*iZb2r*LZ;6@XG7h;m~ z#_!JjaWQh@+CYxoxOwl0^s!l_P*kbUxZefEvtaDj{O0P)*Ym6kwEK-uOpsJ?aoDdm zKXKJ*e6pak;$$LZB%O;T`Q`8}Pr0m2Tx6-jhyG>v4V}YVNT*4ZD)DKXQ1cd?h zcdbI($dB_pE65N7H$C$Sk)E4HUC@5`0S*debX*3FW%t1olZ&5jb|3n0gfSdqFNYCO z1~QC}Yq^K_Bv4*8q2kani2G+4gx_uo{QEHEI@0(KA;BVkjbQO5{G8$PN|?nG_9PW% zRPPY>z7^WnW@b9H)!?25YhnlubgT$SRadwNd6C1h!9_wM zC^|U%NmUilzWN#2ACgC(pP%iH*Sd(A()oKiA8O{Nr?B(=Z^iEicpJAS0w9fw>(32C1pdJ8?cuc;A0-?7Rc53Q6%s zr=Gb1ho?U%ot_KOuMSIJ4fA2DHd0X>~HjmzRg$|E7IE zP1m7gAMf`$EVlKgNOolT_6{9&f-rhAJ5>=w`UFqKKY);Ie+Z4h43RaR*lG$A#fg~Vc%5XWT zPHfMGQ{6>_>}D(c8<0l-`CGo4$5{6!<>zlb-kjKfHX*pWcB{z=`>tq}MiCS)VfYi3 zq=uNQaG4E%NGt_;W-;dJZm)cw>zZdHmU=|@LK|tUYr0gVhTB1@vC)ip4~>jwP!7j~ zpyU*K58LmSrS}IugO|e=_nN40{?54X9XMiy4#<4`_)$g%fI6F&tN|k@ z9^xep9HMtP$kd#i>J(qx+}y5jZ;u5_DUXyL%U9;2s&_|kynKDTsuEu2%r~%N^tA;mq>7Ku&H!`Z#<%e>@@$wqQ`-NP=V#XM!VL?!HO*R` zo5z!S-ABY!xt66lp4IidkaK#d?P?bRo`-1s6+%zM5U+nPcZ#)lP(uHnuTD?xq^m#P zUSETz^5%a|8^VDF$s!cAR5yzq*Q{5PYxLxn3c$e=Pr`ruXT$gQR6AG%{C9wv0K*y5 znDmdG_ETt?{>Xd!wVR@chWs;#ffE)f`xd3qt^0YTJpL|Y9Re{Bh*FA%B99GKMyHnm z)xucU#jrpO1*MRE%m4EN&{2^yAVw03V#-{7M~Fc!MT1h4Z`h%V=h(}8;dxd%iP3h5 z*x}mVXwPg1mRnLsv3j|`UIH(OC&$N9TCMtIWVT9v!M3=2_N$S5GJ%18;;WA6-W|Ta zz6h_ahs}U)2Emd@7ZhEbVEhUjTap9??>3?fEbtf#3K=q`gG;xAT1Qt`P(a|@H>S)M z>(>Zj*tGC{r0w{v#y%(<)j$?~{Nan=YH)eSm%{HEe0b&X_z8G6h|WX{l>zrghg|LX zB|NlBtqLr5d^|cn?5ZAq=m~M%3%fJu9v=pCIDsF)yfa3uP~i1`4{R7yVS0826tN^` zddZ3}1tLyEn$@J9fJY@FBC6#8|06)Vu2%ks3Bs?-9j@=y3w_(X;E|{xTaojx9ed#; z)(Mst@d52$)A|dgAO&Aox0pJ7nbLhnNIch_M@WkK>Y^k$@YfFZdS4(HkJ@JNakSBE zaq`nAG_XyVD=itMsE`R&0WVC$RLU8IJ6)zLQrDxKZ8D_)`cGgn1q{T*pkszYzDecsegf3Cipop_kwNuBYjZPj7|{W5S95sj z!NCF08U3++ot!`epNB&119fOtRu+i1U?D&(2BL3rvZ+$q82E0m@bT}?+P2Uc;f~=% z|8!qXhJ{64n|SK783-Uj4AtAw?q|w6J6A1;6i-DjG>KvE_ z@L9gG+4-Ej{6~Z05D_6U;@MIVU4VPOF#3cqH~wS!TIM);`uNF-eqzQ49OMVTS1YgW zQ8O1nFG@>C_IB1(!hOUH6O@Z4j4SKvT7w#5D}|3KDnSW-^fQZqQIQRS>uwO1tcicu z0T1-#$<#1%#G;y-pR=g|mhuBO&`f6;mM*S9jb8ZicQI)6CESYs&x{3zP65Zq$q_GY z)z;ix6L2$w$s~ITVDe2mFg*8MP4e5TgoUP0CB(zy!eZCc`1p;Xe5QUV zkI*h}zjZ(gcTc47OY;oq0P21ID-TKT@~=Nag({#qY8^_o8HE+a1b7eJ1!R5~1HX|c zPzR@&Nn4;ZHBsv)#f%Z6`QN4N8AdkPcFYYiGMi?VF6#spp>xP%9fk9&I%^(ZTsbwr zHB2p5`}`+>>dC}{mNefc@%^tmlgT#a6DJom3g(_OD>tos%CXLiGgZb|Xb4Gg0@Jn; zrCd1TJ~=|Na=l~=tQ+zH8X6IjiK!1uJQqL>b*-2xNxyCH_j14txf}M2`D>*2 zWjs5XB6KYd>+KzWjU#+te?gnG5P&#uZfT@*WYS>cShq1Q*U&>Al9; zJ=SGsWl0s|%lYRwU;Z>e&?aKClg#6O!SGQzRq0hY`&yIg#ppyKQ_wI1x?uav+ZTds$@D6fi-`O3zz% zv>aZi^#g>o=eUJ6C~f5gHJ;({|DJJ)T)&JX#6;u;_^CutcTLk12}J9m#i0ki6&0m{ zgV29qE}KH(uHk9EF|mbOjeK>OrMoEVLi3V#CIW&-yE7CRrqhWwwc`Z7RfVl)&=TGB z^(zPqdf6)u@7XecdK5cTv#?AT-U3dcW#$yL8XQCi$(5?o;(WIm?@9yt9H@Zp%H7lO zs<@V(uCq_I+9yO7n}(cEe`1WECI~J*CP*{3k}y^D#qa&qBX9-A76y4FATI+>eBs}J zP2sv&Yy#eYe;v)0E4Bfm7r54hf$b8w{I9;6kN@dBsRK?BP7aQY)*O-bJiGh7m|16% zkyIsB)g<}V-<6e>P#5(PRKmD#`XxW!lSW ze;E~J`^62QLn9y{BHb+_-K`*9A`Q~rARy9+l$10Q0wMy^(hbrjCEX&@B_SYjHqZZk z-?h$%bLPXdaMr^xGxv30*WSO{`wPfHdcX9~1cm7eGWuhv*-Z@v6?VUstP0kX?L9;U zWXO!Euv5=sw^=MTkgK`isT4ozY)T=HjxeQ9tWS66@fG*(xe8A>sE z`Gfuao`Hewt*v;4T(3a~Kue*1Qe#oF`xSYcUgJBpCg$t>!a|-w(He|o%;RS)3AMF? zP%A^k{5pm$B1_2hiKaIRY@@@r_X!nDOlT2I@iuy0P8veaO96xEK=1yrt%5{> z>V-dW0z=^j`bTKc0DOX!J3xxzcH;T|0z?F|F;rrpbeVs-*knJ=P3#jmVr)rb+W2%a z3hT~WkytL5Ej7d4j*bqcRNjIwU;5NhK-=rIAS&VwqNIKzjDa02^kLNr$Cw9`u^}8U zXQgZJx7<))uaYkKR9hR^79SrUpnF`$HMOH0 zzXeNR?+sua#+6qK-{Q!WNk-Yo>mvRR6HaC_UJCHH`M2tz6O}PTjb^vJ2sSMl+iouig1e8&oHTb}ba)Pu;nu zh@&5p$2Fq)I~Q706jxxGPx8kv;ccIB|bhrF|h!?(V%5T=)D#fVcb{0B6n5ydcYYx zf*m3hs3-BoHO}!)HeAFeK1*53L>Y zkwvw%T(b}jP7B_BlF>s9#Xkn#&$ZR8Xd6_nNB9z#M`M2%{hb=YKfKfink5LtV`XP| zti)}kQUCPr>SWAmZ76eZd;8OfwG+X6q%3PbJuCz=3(;$ZuFVeG%%8&tF`lqn{!|G< zqHg_`Bm{97MAxXX$T605|KjkUSE2gaD&1=Rkwu%q_EsjJ`BY|T-b`0;u)9}l;1W01 zFe`3k7zOLrberIVfKbf{*O}b!C}J+ZJ<|7Dd$lO+rJrK>6?84jTwLHOd8mHEUBbz}>Z^sK zz5RCCjwsb$-P(sV$a1`VKA+Nms5OR^;L6y7k&4$v)rm=*P4R>hfj=PgrKNb{E@hzP zeiykDfJDC!K(!0Lo0~EbeiG&2aMHk)p0&Wn~J+|QnEHL2k zC^Kfjd;q;ADCnu9a*TOzTlO(<$vZMDfyblWCjd$f8FOymv8j1&$e-S6Iz8axY<(}J z*F2SV)TM3?$i#}BP|BVuGOKbOsOn))OhU&eBeSg_n#X5hc;hlm*IqF3X+s`1eTCf7 z8ae)rcz%R=?lKF2YQTrtG)cnd-PI*ywv`}Fv!o#q@IktI)L-saT{-bfiq^5Qu@9#a zPgz%K2(ch169_&B0ZQ)+T^)+3#m(V785?5DNDahe1_Iy-fPon~Mi_mNmX@}kudf1e z71;gQh$^PH0lKsq`z*wierBer=Es3x)ct3uL~61-4dhl>Ow7xXd}S7*$FhjlI1(j; z9gPN-hY#l)Umcc3)`81*(#YTU?9VEoO{H6Sq~F{AO)gb0N+K3DaJU}Hz6T=!#Orj9 z8rB)y7`hxGYn2z*m-p`*Q60znrt0dGL~X-Yhvms^>?K?Dgg;~?B5WyBKOu%$QCcRA zmr=5G4YLHQdV3k>(n7q)LhK2TkR^*&B~$#VgXIEwB`E9y6(UAU+H@{8Bzzh%Uo?YO zn~;p$(MLe0b|?WNr43^AirLxOshIA7QAAr)laUZ>Y;-izffMAE$-nGH-a?O?L*Qa2 z1!7~&+fE2Jq6aVxwxZ%04Zd8i`sIduPbNtCj|*0SKxQYrZ_G)etE-C@{FsHXZ`Jiu z?egM6hfT}TvE+CNiXbuvPhU3)iI#$AdHlS*n8DuyIppYKr|do4+$u9OGux#M{tv3# zb+l9{$m{-uIinQcU=Uk)WU%<@Cr5{SV(%&V_=0=Qh35_#;n(2HcX@{{3fTTimUL&BQgEX=Xe1V%I!y`xBs0iyjdCh8$Ihjhj^-99;-KWs zLKNx9NYz79EERbR0CM0`Q*%eDptOsMj{X4dtu4Gp7A$ht{bjT{fzQnQ`^)VUX2HN{ z0E7U1y@8+ggKm(4UT*!Yd!od8%AM~X5|D*-q!;cY!+s<%l&ukF)7C?5Ja2O075_-p z(5Y8DZA^3gC3k@Itti}u0ov}kLKiKBFq$@6JHfbV`n{zjMbmh+ogj2kV>RBar|f?< zi@CaP6bUO`$2X}MUWvpJo$zgedr&x|Bqv9Th4ADUX7Ck$0k}|4Z>Hnb6RIq5y#6AX zgCh@Ib}cQL{i~Md=J=>jVIkqCJZQ6h-`Xk(bS6ANo-lt~F=wRclN?FAWyP~+&o)4s zpdxV0>*eL87t>LlU{>(A{VwXr;$o?K0Ynl6wK>Zzf%`H;#p<-D$!3Xb--WBMq19qN z&S&NW&gS=@>MeE$)AO4~1xGQF?P0~qr>CC9TC)oaj!mTDh^kyXNs3Ntgqvi0t{~c= z4(1P|m-Fs>&HqXg(G`=}kRU~zh~2=tQ+1VMg~Zo5jln3r!IyyyQ*UN$K-igtEe zvedqA;I4s`uaT-;(ujzN7cX8wn7_O5bI{6wq*PP;xy1`y@E5;Y%XkT;2zvDeFgPMF zcMTvK84^kj1RFB;4iH-zof>zS$#QUU9RMv(d7IoGpF{Yn_7&kj>IY!b zv=X!01S?Y0`DUT)>YDp=rU{GsX8l5vLVG=%m6^1>nwm*VqPgB@%*46MGR+8y=N+lP z+9;b?w@Z)$juhXMq3w9q;LA5p9fEj61iH!!g7(Mi=>mdo>3h;9-S`dXKFoa>nO=w~ zH?l>oC5aaE@Hv#v15O7Jhw)T3)G3z>2I@Bq#aECWqk`L>Ig6=B2NnHkjl!{a8XmB11*n(9kj0;_>6xgKvT%S!Z|GQL#HJJlw^>tL$+$ z%l-RY;>+Ohg~)N>(E0hRD=Nm^*g@zkj^v0C@s19J*#pDMnBtUh2fIG zhc0rlE)>?WxI`Tb+!)y(5G;fWmX@FWYzCro+&nyH02JU_+8H@@uEPxzlMjYyi5KnV z9#|gf-EW&P58eo%j1yS9$sLih9X4|j-xl*^>wmX>_j_9ispl0c)g^Yz0xH3NX)mx5 zLYF#}`5sCX2Xc*-faesw|mcI^;=1hprdsilo5mEZC9>*-?hWG7?iYQMYvl=)hGNvZF z4WOR}>tKI>8o7a{TC35X|nv;hEP8~|) zD_p1acKt)=ya+A)KWO>*q<=ktl&H9!vzors$pf=5^*>YIXJM(mI^UA@{3UUHF{Xgy zY-P3f62Qx)AiUJwdgtZW)6D1PGe6M2y}R8T+=&mE8N2PRt{eK#%FWlBj1t&su`28J zNBSH-DPg~VhUgT@^CwjBM?|;g$l_QaCrO)ierkJu{g5)kWJ~ueHrftLop+`5gT4mN zJ#S~y{3d^mbBy7Mh`eap(%UWz36itZ^6cy*wtr3|v5458DJUrD>b}p#+o0C@`GNI^ zkQ#m)(@9YTDWM_%U`M*M&(pWucl0cJusXImMaA#oU?C`Mx`-{pR+cw5f-)PKZ@2td zQX;?6!I2t|?6-4+t`+4r%e~i+yZ#8;_i%L-lN@%5nxicrs%t2=W-Zl|h;pNiv01g? zz1s}ssWDkC6@%IT*I_X~)G z0XOS%!MV%HyvT<72o)V2_Y{op4j}1qQ46{c3^f!w4h{|@BO{Oms?}@*$zD+G0oDn7 zDZhSc@XZtuH+T2@i3&|J8BjVFe9p*#vB0sYBH;30!|}{jzfTZOh!xz-^lq9TYF3b| zcACE5g}mmQP}b|`Iy$vhLmvR(6ua1OryoE99Xz%F#Q|*LMMcLzh=Q;Re0ETIcY4Ks z0~zM}`lFX`Rq`UDqdj;l!H;4E;hea>9UyvXb5i$;aqmJZ^!~L+K&AcN`y3?nLF=p1#ye<`2Xl$~?mObQ$*3Q~~j!m%nzS zh$g}8%<+dDg63V6C)LcqcatHF{61Q5ol2s51f_Us=Eeupt5ZpgBYMv`$iOGvzR-=DCl|q647_0ogoo#)+ z0G$$5Cha<=k9y=D$H!*!D>j3Bk;InkQV($=w>v-@>zxx{%Y~iQ%rq@a z-DDT9rM))%xU)McPP8rdesA6%v2)whQlPwl6Uwxb-7CePiuFA{U_89N|2tlg3Rk9D z*T?1W8bL_@{=$Z&slG4X56n(Dd;Py9q5V;VwY%K@7!!_3D2Z2ey5vjG{d9+CXUR!O z^2auS?T3D2JCbsE11`5atO|K~`6R*(1n8{TlkI$HdC6eoPzG+IJXoG7p8mf_hUY6X z{7a8$I6G#eLOx#af=Sm>@{Ixe4MG$>3KHWaad$}l2RIfY(*-Zl3$zNM2ea5B#Yg!u zG2u90f1I0a__f8K`~Ag~SxnRZH*8C7C7?^;CVTbjOfug?QnD2^qCPuSlfq|F=B#s# z7zKWU^)v5dw(9uFXg{Pl*4WryW`&Zue7@Z#r6sm~=0RVB1?BEwY65UqJ3Bj{iIT-Y z%*7P+K9~u6TQEks4$=CFZi4)_SU!Q7>ci%GTy6cN8k&HAxLGo+v41Y7nU)GB0`dnlr0t7NgF!8qD3r`B3{uCXCitk8Z`!gq*&b)_L+i*@qQj1l z2?3fl?V)%QCsSr1RIWTYYvdp95v)UBh)frozY(a8!Wli0c+YS^Og!j6F_^clB=S$s z^@Npf){BtngArHHw$+^5sdhPJ zMDU1(dnayACa`z(mj$VR@%9boA7ffsUY#K&0iGQujaN_}@WZtmB2%fI1 z!^~@Ya0cl(K891G-hB%cXrQQt4M@G<==j*ZeD6Cec)h^F0szz47!OE7X=&SxdGgNa z9Xjrl^AQkMujpX=6;rZfpy|X$lhX)J-C3&^N`Pgonm^qg*j~O$QuFS-P=ghcb=eIY zS>k&=MGb-8_VD1Z(t4Zx;zpxf%R%XebzU`<9vZ`LyknBCheD10l);@K{dZ7*tAJt~ zmqLNu(sKWn^D$mN;c|`e9Ir;O%71o{maVt)wQUyfnR4XjQGVA*yrd9OJou)m^0G*) z5Lm7H}Fp;*CtQH6YAd2x6mubzp&vqO3JiPLQbbNi#U;SY@ z`C;rRD6We`&7`3RW{{!&vR#ggx^Kgl9n2muDghLBFlMEfGucx{rfVf)uk`@s#P7bW zPPM%*nCGFPN3RBfP-YhN{ovW%P>TI=!1xy12rrBffRSAHY(6{Vqcw*JK>_6`1i+o* zkXf|oe=P=JKu%7O5>se!@Qr^B@(5Ov_Wst;a&W}lR0Xx#IM90L<;k)q-$jL!0Bn6? z=pF^w*da04p!q4{u^lLrt+%8zHgKE2h4~s_m)kfvkx@}qXQKQ90z6W8SpKgTK))ilH*4qNkbzgMCT0$NfvLzvI|#2$gdbjgWJExuie zbPb4`@OdnN0mA03C}EM2bM@|a78bb+#+DV+(93LWY@Gjn$`miu#l7Ssehrv?aZwTP z0?FOGhduN$wMtsXFQ~5aYbswrwluVbU;o%(1#^R>=?-oi3~vF#)xe3H9M^29UPoP> zfGpI$x4$2zN`xMuG&n7a1F|L1Gx?98)px_w6YCLvp2`PN2%`2?ynNC4Mw(Wo`RMpl za#9+Huo@d`0AUMlX{T3;23w?bF=`@{X3^qU+5$a$!tN;EDK! zK@`5KkFS_$K0-2Y>9}rcG2pcauVOKywuq-GoTe~|=cY0KACutg%dGl=f}C8WaUyjK z#L7T0)%;Vrgc6I$r-B)-h1xZ=e<*pkiR0kl-*%{sPHDm*89#2in6sXp3XWO zTU21qU9u`GkD>$?I1RhDHa6~aa9l$kK14$p4}EDQ&pZ2<{~ZezqU^j@{_;0vX-G?V z6L=n)#7R#Lypqf0x%N$x0v2EpfKM>1u zU-*lVsM`3DA9~2-++2}*L6Mb*&KDWWcsN326>+{bUpQ2NyCTRdY@IcVQY#3+$JR}7r| zj&n!KHqO+W_IqXa6LbkY@LwIU1$o6!2O)dflI<#>1+WKaN5Ivp*Mh z#UuYu?8nDWBM?dYvvup!h~ME!AdWe@X(t0))c9UsPY)*ctqeWM45ovaMDJT0eOS@I z(!$zAqWV|Ar*NS}C0Fw*&SsuHWGFqWxU$*7ISZ7$$_#ucOn@ZGLRhV>b^47wA_o95 zBdAwK)r0EYY4doV{v7xH_#5U!>DD-A_+{H-o^K8lKf!-6=(#aD)cR~JG%a{gz0u|S z{$G*9wu&$KBW#@$$b{}$x^Lw;=3?JAs6Qe-fAH%6i!Wc#k|Sv$e$gDP7aDJe|H?*h zc)e_2Ho<*)HdlwlVoDDGv>eOZPHh;M9cAOn)AUO=MKa?rThVjkk4@zxT44>EkxjLh zz<3d01^*6yoGBi{(Rb6qT?Z(iFfVJxJNdQARRG1o#KJjXccsl}SVfB;r zl+QBIbWz)#`dmRLYOA$cn47x_HHg>W`IpQp^0orW_o4cMp1+;nmNykJW!Tig88lL{ zoI!LiO)xT!uu&Pzt}ZSIwG>_y;KBw;7!2P^@|nR3{`NW7;meWPT_dB#Sm_8s!r7t` z>-2mAQG5I;KZKy+2-+%(mpQxEFs1!qsfn+<-jt)p$X1ybh*Qk$v zIb5DGog&G_pW~41+lYxH-Zs{Y`@fv+4*!eyYWxeKNiX|R!SY(5GvzTQ1ZJ!0I{v<>fr zuP>#2B2hg_-DJ@1a09-bS?8cvMm=}D6CPhP#Spcgz`vmGe@D{IqS5mL|*%%&Jm!t4JmJdSApD75PYE(h8j|}Jw$}*IqzC;cJt+Ez9dj8xFYx%{>@7)u3ikAD;DeSW<8Av7xVF@@yh*EoMjzs#DG9uhhOy%^P+SeX7(`_ zDW-S`KVVl(Zn$4aP+o&>KKiZ|L*%yuqNkxUA+w*FcS-dC@Jm!{rez!Uj2eff4qiU) zIrIyiLkJPk9a(pDa$1D+S%~`Wa+Px|;bb5PFE|#Ll$FJZ=_WU^&DAS*w6lwsgIKmy zFg6LMFD)52aaMsgPG`H1GrPQ7J>ie_Gl;hX{Vsbbm5~OkCIt9tXe8t|@q5F;3~ag* zlU1k40O6-T%`a3ux!-TADT^?FQmv>0m#%QR#sNn z4UB!Yv)U>-s!?kd2d5hEL*GlV3{OmWz=1h2p;b-z5=E~#2^kb) z$6J#%)zzt#;^ERTzfPJfMTyBE;UMAt`#QIc(M7+14pS!^rq|@Ccf<^ZzweI!Izk}w z387^^T@tknT~3wT793*7FGP9o#GIJ9TZ;0IWu;k-kMUC|+EVqbqhgAqM#^Sr1SOAP z%(|a;tUH1TQ;Mokxv50Vr!`>l-UI@%r%4hMm}faa9D-ok-$l+ExBZXvUGR45k@QVD zHRsx0#Pj3$AQ8BxO4CbR(atGA!Si?kwFo)oUWhW!$b1a5z2?2MWje>m?gnfe+{(QN z<+~i)Y?Qo9FV3b6F`dxG4a{}0@gE#4AyL@1bs20o5+SshO^hgU`F}=m&t<%2I z{WNJz>nOIU`7>6j(fOXW`H@}u0pXSYTdQa@zfWfu*S5FBIXYj<4PaFqJhV3%A~Y`_ z{3^&6(cay;#EtH>Clv+dgdE3q^POc1ZbTI>`HKS^uI2&~$JS)b@>l#+1Bd{2wBNol z(c+EI!W<4=^tlndid=i%8sSeTf|X={>}}Q~(S${D^p%wobv{1zGKPlwL$pr+jO&DI zQBHDiloV>kAWPRYmlKL4JGD81wfQfyhjOdc$gOlQw%k+(XH|awpM{{?Qz{WAnjN=kTDCCVIY7VZYO*L#*%@J51Mm8Ju3ZqVWp?R;S-5~48O+6pTwCO#XGFn#L!eT;9zknG&V z-!CeUHtaKKmLSrd+jV{G^a7J`E^wYta5#VmS>vtR{cp^j;F;$o8d8xRP_v6dEy^&R zEI6=Q&NxHgqHNt{X!Id_j@6?P@^W`_2+Op4A{!HcqQn5kaRILfO26SWqu_CjbqSww2{0ZnURBmPT7w_ovJ- znmoXO9c&xl-xq+0wy|-}{;J}tm=}O?fXu4QwpD^Jg<%+yD~3XjCGCfWj$%-`>_b;v+T7RNPd=)I$DO~iMy$x$gs-srd`<(3gQG$j~^y!b^MWa^kgpvMCaEjwmxx;8Rf%YPNaxtus@h_}I6aiPS`zyJRzYi7+8 zFQOBc^>>G0x61vkp!dP1{R(|9-I!i}K^(+~MdbUi2ra+Y-8*u8W#)B$P!()S)Lz+l z7BST~u#(eBvYV#LQ8YeZio1EZlS z!bY7Mv7v5+I9mvLc@%i83@$WCtgJ!)LoVv=^7UT7--xtNmci-6>hveMXJ3&atM8@W zz~jPk+`C;bX_c6GL`1v+6lV+;aT;_}%1jk0ks9qFQ&1FO86}$S(6UVj|H=saN0^zI;v_F%WmhK4mMle2E?T(t)mi`R zBi{gpuJ|!$chnAr3riJXp2FSNx$8(ZBY!)j|3;Bi$)`PdME#^xH9$ZsmGgI0o!sH% z&}`Tls=$S*#exS{Nyg`a<&)N!`{LqEEx}CAbp|iFgalNivemW^%tY>tVZ$-lT~8cK z69$;Ks_GCFcZmw)kOmT?{eI9=HI=t_Yz&klAh%-v)ocJh1pv}9aoiZ*IiW(NYfQ5J zhfAD<2{TR-(A5g9@;uO~0TMR{(%Bdv3Sb4B=AL}eDlGo;<iVFW z7{n|`+b-GgrvCZ!2b8e0)T|cI!lHqWowkQynVSmJhw>3VT+o`U`&hw$T2b&|XjjK~ zlawb$gtnmm{;WO@+apsvC=h@pxO=w(q#ZD4Ma2M37~D$n z%npWpTY?&n!>`V(5Cc8pwI_O2Tpr?MlHi0u94mQ-d8gN; z8O7lukiSz?Bwz>u3|XKB_$1{*(pl+jwR8!8aVDlNd!!wcDSGGDW#^F9@|VzByHDqH z7J=A6U;p8R|JNt*go#PE8q24#4G;vtp>?x6Nz%Y)0Fw=mu9R)d ztsd~f4`SZcpd)?u#P?1hDAhcp?RIRf7`;ykds+R25_RSmyPhgQuFEQgyjG1-SX?6O z>hZ8f)dzJ1Ea%wR*nnTHfhZPVxP9?ZZ{-@u-`7SCD4|!~I`RJ^6#vJCt0dylcjIyS z;Kw6Be(=Waam#GcdkN&&)PFUIGTLf2BiSCZeR0Np{JZn;g{$k0_d&7WM1yjp^Gh$O zSaa~g^VyZYqXMkY5I%r|$6P?PQiOQ<*|fRNYu>BCiVQ8sW#+Mvv3gtbqhj*rsceZ` zE;2FKX=`e%fRg;eF5BhwYwBI1rphWImzNrQ^@XurWaO{~YaO#lo~qdwRVhRGxVUEF z{AUD5WJMHkXIiC(;7s)iZTNSip!Ia%-|Z(6J>=sb{cE5a$Dva7*nz-3e*}p$hr)6w zyy_ZuB!?7@0j$ntCIdqH(%bPqIA_G#!Aqq~KVGizQu|R&{2c9N7{KBY+({&(u&|%Du8e#>zLUu>Ys;2?wBYX%r0NxEi8STRHtE=n91>bHy z_hWy=wIMQtNeC?sCKg>7_uQe2MzKS2b&2qo<4`@T@ow?v%`a7YRlDL^nbi}Tg@S5! zg+$s_wsw^FFbY}dX!L_5Q{?4b{rwG;#~9vlO8q*#Qrr_0`a9>{d%E!A`(NIzsqz)O z(x!=hp0{a&czAg25syI`HMuQdnixxR8{3}hC3h5A|UV*lnt9h6#uXu(EZ)s-VPfQ|F_?cceAK2 zPi8^A-mJUC6Eq`!eq`QYkU6J@z3asHovY@2XzO;%C~QABeG!UeN0NYr7BG`O?P{I+L1mh8_t_ z*=a)8DaF40iN6iAxB@H7C8qVq=JVYC-EyDsOnvqDKI6K7iMiPgm6cv)H@TV7b^N9F zNlFK!9)sch$%nTEN0eedr_MVqHU3puX+o77s+(hvhu#I=?Uk0MoV!wy)($24_|DSp zL1^^Cwd@aVx;$!Xf;+*@p3X!Wiuz8^-eF(zrZdTm+!B7OwV!d)xaF9KP*fRrm*pt?}G&R%WayzWd2mi?)sc^V{6ZjOq zvu?|j;Uz7`XZfQ-dTlg}cQ-nfi+JL67WKBV+JpN2loLiZk6TSAKS}?#G_La#J>zkKQ@y9033KYv^y zxeDfOq@{VoGq9$<=o?xX%8w>DeLF>4=R4=;^^DNlR|f%n z2c(07c>)}ic_8eBVWwl=cS3%7-5vS+klI#ePj7D*l%$cQm$;PPlHF8lT@kXhJl}er z$kn)RjMKZ(r}Y{6C?xdQyrl5G5aE(O6xKZa6;+*2erKf5&TX~x4?CK=*EPkeqK);| z8m*}=+Tc}inDv(A*WV+*wR^hWY8g#ZE$!P07uOw#?xh;YEBfa>ApP;}1JmV;Tj3p6 z37U_^aery{F2=nbZ5!t7@E`zT)s^jT?!wpSdghg*cNZd}!SjJ@#bHqiVL`pVjaZ^|STBNe{SG z&_p(Yyat?PC3%ja;P8M^;MBryaut)H2=#~U1XkIxOUHTF*KJ^HVeiXpD1=-oSYt*t zj?d|PRjX~rnEsP}SPrC^Y*zmu#>S2)D=Pz4=)B4k02rYxG`lJTHNoy;OX)FZe~Q{z zZ*T9f_^B;W1|-Wd&^>+5{x3TjhMZeEJ~r!GIe@M53>H1Sz#z+y6x>%OtuVhsDeg@R zFj6qP3^J*q7yw?lE0T*#-O|z$I2#BpfJ!E+SFw*Xaw75^ZnC=C+I%Y=7*2jS7UX0L zp^aFLPbK3fgZkfza6t-rF7WhrQH%H2?k5lxr77*ddOZ27 z`-!)ncuSt@>FWD$qeQFK(h0^!?=l~HgD<`*)mvfB64P8X5v?lYVDreNbn|<-G3m_w zW?SR06P{;5T~?KTbSyPbLC!nN+3^YI&RLZ^6W!Mex(C>OEI*?}h4^ZA95esPR4>M{ zT^(}13FAla5MNEc`_$2qJ(lBMf5EKZWvLKXT?L2sbVa22Z!Ef`c~LHnuNKR`w7w&ezbHmXETS4ed(xf+YVlT2^oKl zl&wfhJMw>0d)k~37S=ud)$l0QiP8YS>HO6g2IWR!1MfNNtC`ra>kHN@_bc!Be^sxu zG;Uos93EyjE}R_6tLptBA8e3gmKEQlBGglVAUi{#EMl6Uh$6t3;bDB9Dz^~bb5#^!A#=ZJHadDP zZ`~l(HA#H$&}YiI=_gmE6K0gy6GguqcY%Unv0Os+y4Q0K8)R)8nwi7*of>ug>augESAMazyB*JL_nn~gZlv{B7rn$EQ&SiR=G4?tjNAQr(G-6S-JC7|%DMPZ<#l3p)~*#`ef1zq|1d zRX9xn4?AB?<~#D{OuBIG$N=Y`flfR0e-wYpw!YSm@Ib6v}N0-g`oJ8unK`NP>g*HY{NS*oRdH$@#Ysv4q zZgf#Pou0=R0y!G2#B4fh8bG~2rP}CB`cvbocb+tz+;i_G#h7n(<1SaWNEOk@uFm;Ks<}IX?P?_PqBg^Z3XA3ZhTBNDE~g0(Mlz8;WU8BRdAJ z7go$;SxHA_0T*d#jmD9t4}VN(yIS7%~b93i1bkZ{_#g7N`5mOb*GfPA?9JoaSmxY6rmY zMb7ph1<8Pw4J0X>Dx;2oZmQd+hxX3TKW88ytvJzKfxBl6j-D_5<3LG4C8Fm`ojYPm z($(Fam-MQIOej!NZMB`o-{0TKY3Bp#d!=fqTuSyX0loi??1@5}2SwSlRnC$(Z{9E} zCXukO{Qmu!O3ojGkznGtt%a@iZ1oPLIzZc8>8d$1JFA+;Ukos2$X4m?M1{ooc=|+z z=LQA}ii)5k*G!v9;xJmsRU~d|m?(Mf4MPOlIWon(Pj1ri|D8Cj_$yS|j^EUM*m!sX zjSG2jS3}hwSybV|`tYHc+xjpBYmb|KotvKrf@v#E7{9W>9Dv)w!p2A=P=>GM_dbXq?qXF{m;TZX37+-oqKZ#R>G*b7%svW5@ zH`hX1`VH6QvuB_Yg_?4CJtGXvf;vfjTauF#6DQ!A&g8aG(9+U^7G93Q^+lnmE-$Ym z2*lApzN7=?L@kW7t#O>kNk9syf6d?#0`}@phIeP0cq2)#Y}pH{jgaBU29)WBhPZ!U zNJwa$GTp$?&@heA4Z8eObG;~v{;vk-h3AJbbv>EhLNW@z`o6xtFW(ERU~-*b?8!Og zYo1;xgr0HX+$AH^)6KVZa%%BBFr^nUi_%s4o?`Kcf`TH9g`R!|O5DUmuKg(sFc`RB zjlWM!JO(462rH`sWz*Q<#?LBK<5pM`m$xO{Je-|bz=^fHlK1f=otb#Ndpud{eb{Z` z!hr-^de8D9K>dB(E-s0dGKhfsV5(DALL#Di*rI<8L;RC!rugcCCqzyN?5~t^LBvG~ z_u$uv2t|vA+VBKWfoOxF8m8ueC0WE{TTU82Hn65}wfPKBid4Y)1rt)Vw3w3n!4=cr z-w$Dz@Q`BwJPvf((3FCniYeaZ(jLBcm@ES$4OtVvvh^36v&Z+cJ$zXA%^)TUfId(R z3A;UI0S{-wgRXJF((e;ug@^S!K1}Yfds<5u8@6>9ToKS}%qh7CO17>XfEfz-WtfdR z(Amiu2~tXU1$cl~7>X}>`CHoAN=z%Gb_ZuZyKd0BMCm>pC`-Oi_mGXP(QPBHK>uL$ zYfVk*pfg?*B(?yL42}ZuUO4VqU%I%tf%b3&M_dRh68+fb%1Vt~br`H2Vgjk!G2M5u zg6Gyg7_hI=ZL;FE`Kklf2!M~SzP>k%dX2J%&kvt8DJd!Ba1*Ey`?*>!FcVtpUjA}D zgGovtJJgtGyu}I;fq;xSWYsiwvFgW3u@S*7n>4hhozz0Z$@wmgMPq)CDO=5YAO zQ|4r-j7?ud!(1@#{)3xG;h`E7#_u)B_mhO&1dTIBmQ_}|!McUZ z;dT6l>$yHbxOv-av{ZdmzWL8R9`t>W}!v`uz@Ta77P*S)6m;+>jO?{^5=`gVq zAQ9*SVBQVvl@1PH=sxx*b68nejDIC~4sGt}Af_kee?epgiC{WR>Il0-4+EeExqTtj z57P}GnZfz(#^&Q$Agy8J)=U0DvH0K)C)ko`g3IkppUZ|yVCK`U%=2Z`Fqt1 z)@pH;oK6y`Vzyv&zujVc@Us&v8PH>twmpJDM}SX;TOX~D+_+Yp6Q1VCjA!{F>I|Aq zJF%MXPL~+e!T8l0uj5TJoL$b(f14p?6&aCNu5`yf9jeHw)(V!J!Awi7NKGx9=G@aa zMdMn!kGA$Ci0CyviXqGo%EiKl=h-Q;goesMAj7uaz7_! zp0V{SFvL-ccxXKEV)mtPx7#0nXQ7*`eg=x_A50uw@NL;il*&d#MGZn*UpY}P;qvp% z&8`lm9QZ9{`F8AY{3JO!^mlGk2=3pEve6GQNtv#&+G3YS7)L?}N#@zW$iM(ArXGFV zV{2k?Vq)0z_h#rb#4rNCRl9F?)_Wj@>$Z>Daa@a+eD3J^dRYEl-}58gCa200z+z%>UxIt_wS7)m1(9a9E-fFNqq~|yzWo`8I^?^jP)Pm7HMeGy0rV9te z?ZN$5a^P~?|Di3{MM7YIIk(@%DFm1Hl zf>=*WSa}6(hc`|sF=_aJA>zkw?i&PC=oDxOi-^Fkj$WqW>%Sc;G}LA|j%T?Mbl@MkIn60041KqBKsE*MWq6Y}S5ulf(he88` zE>0mA@T|{{*pl%f@MK0i{<*)P%TH-{p39UuNNR%ISC||JNe;^ML;*|=z;UxC_VxDK zoF8rc_e<3#?dVAsa5Uv9r&(@RBY2;)^*c_L1%|=As2jJ~GXadOgU!+02(ErHXZ+T* zCc`E#_+EfQgXNoA{}7?92P+Sb6&U{rm&E$!C2XEIcv$FGgJ4eLVn3*07J1mMob3i( zqx*AwEar8TUyz2fA16uVh4|lt2Xd4D_fsnlO#sIKe&j^KTtfQaj{}IfsrOB=9h9^6 zuN{K0O6lga>UQj$h-vbpC3Y~`~Ukzge5|1{r|lPvgiMK_W#G< zOZx1H_z?wLX1cID%vOCy7YiH&IDVqZ1-`>&|FMH?O#u5eNOz$tg#BI*iZQqy;36G* ziax8s&gyNep_N>5fvp{~e_>t2=?>xqa4ALgw`Dd3?=11tPSAmG1DK(b3WI zaZT|2Br1q!w%Crd`luoQr~wz4W}#N@=g$POPSZ_CK{ zcpUaF7+`k=U||k9ewLx{#X&a|Ca?n-l^F*@(lVHaLFEqRDLM`bClDmhYH+g(TL1fa zORa%0FHk_B1~zZ_22#WPAPyE>6@Shyz+ce?gw~JSsGMdgC{8DSXRE|X7B|@sFz*P? zT)LZ`LBQ!lRFpCV5rWgOfE;t5y8*@p85qFqx_KCrRA!shRDcY`-@2z{H2a9m6XC znromF@$dM3Mf`ZM8!87c$t&9rLIfq}=y0rn6G7Q7Eh zCy=NB-I~%UYXB3Sh)7zPTOP>AZUUT!nF5$@EruYXPz9E9VFv}OujTs68+7Vcqh>E&>r@+4!Au09k=0zd@7+^-b#pX+};;e0LrDbON z1IYs?3JfSM1_i%?B^Dx|6t=p8BE2eB=qF*liHcsp&GA61NKQ$K*F6VeXlbwrrEA@U zN68-LRx3&hDy)B{F!KFT&{e=XsIi+=VIc(n_8=TcP#{4IwA2;^YbM|obc53=f-ZCd z4Bhn&KUQVT{)7$stqf>< zZ~l}t4L*Eos5{?uuh=+3!!cP36-ave{}u&Y#V81ewEdpvFkjDi2V!3!Yx-93x0~k@ z!Q2`3_U%t@dn8G*Wp#a+CuHZq!NNjA2Zo`W?|$RI{bKp|Z!P${X{Fx>2cyC|Ou72M z$|)kLnPDyscD+W!b`wZSPA=82QK7+?mXWdbC3L;}4!SV1d|!leTuclM)q4q;-(;RD z_23R*ywblQSNEd_67R#CwI>R}Uyw=T`r<`ZHH?3z`*U<8eT1t<4man*%@n4kC7MKq zI_pPc&_ZJ#ph$|XXqCK;j-D9MhA4HI0B7akFkfmUadVH{`tQxcN#=wP4ec6CVf}pq zd>#H%aE~jEu>~ZfA$$IRdb`r7rtd5oa0LU1sGz7w3W_YsDqBIthznI@m#_(lVv$84 zKp_GZ*{W12MZi{3tTybjhD2F}%Cvw3)Pz0376c3wT2@gYbN@K!Oux;SIg<|_jt7!| ze#?9B-uK>pQ;pg!$SGPK{f>2fy4R~`q8@Ql8)oTf3prqi%iy3Q|sc; zH8Lh?yVCISMJVlpiNYud;=-rJ;=(sRgwPNoL!enSWDQOlI@sGI4jw^Z%P@~wc=y-x zHhTj>(-rSK0&;S~a}U<|YA-LCuAZK}7R}z(wMF{|>|k_sjcxAW)O^TL%kwV%SegY%qzj0M z<5Yt@RajW1#RFd?bw)c15tv-}2^8CE86CX@nh;+_EA<$RTGWitAfV4EU{3_;-yeao zGU)z;amPptG?YOT2~stodc9%?>B|4{ewiy|KDw*3tJl}9`1oU{*xx*x*ry-=Gj_{C z(*O2X>-xVvp-P~pOM++JTz{Rx4->T)ZhW#)((iQ4%c8@;APNcdgK5^&5SNW$Vlfd5>>1GDfc?S67=gXk&m=?(;o(-e-*EFQdO1MgLHlat2i4 z_w`}arD^DhHXsB}R3^ubz7w0NtsMllF$Ah`73j`~P63WL7#+exVa*7sDB*r_5=lRd zaNKyUmt6!ijIQ=Qnws{3=y<}*7-$h;RQQD855UL|dB3FX#?SnN6`$@X9`B`{BuFKI zH3#)gva43E#CQ}%M22uOz_aMGJxZg|KqW*(RN?fRh85&0t|O7!B9?bayBgm2rlR2~ zbbPgg4oi?y+_g~>+-~?-S1R&_V_iDt*~GN(5A|QJSOa43!Sh}hsam9_*C;UnXmK=Z zp`d~2;No~8lS!~j->6!FHAC3A70IreD^Yd^n@CVMZCFnPO0Qfvp?l=31AEH%=;{Vz zy5K|06dF6&2PiAs{7TXY7#W~$1G-**ArvCe-Q}R3j>`lch|aGB$uQQRqaGZ#LL~=r z2hl#2lZAI35+jaLY%)sW+-n$FNgx2qL9D%Wqon$ZmKGt0LM?~1ahiVd{+bWtPYVh( zDeuuoZUU#`TmnOlb~xE~%LcepX>Q%; zytHM*1`8_gw^WQ|VcN1TKkIzZh~76)!G zkk5I&ByahBe0=XlNx)4EZyH49LbWPk)iJnvcA~$(p`k$_s6haWVXmf^e_v@R z;USmt#vBCJ4?moPv?PkCv8qsmgl~hRKWSz4%B41yvNQ<$l>1cEs&Dq(%yYvVv4{;LhjPC(883_sF zkRkHi1acuogH7ogY%RcsUwiYE4=1coh0;c3Ge&W-GoVGH5EIszZQ;}TAScHnPz_(} zrqY3Nq3{G13EcrnlzxXq{rFjy7vmEHTsYZwG(T+K=UxzX+B`c3RP4*iU^WAGG<|XC zi-8nFw4nzq0?%wW32k!`p&bbBuH+|JnEL3H2()Gwwkd5gaD)pDGE9k`IEQ^m$L?;vmYu`Xs_<=<&~s{0&->RL&XSq{^+T=o&@{dcvGn#ECb}O zFe(+Jb-e4ZNkFx-?9ag3#m2>l*tUv`^RNur-+xck4qz2Sh1|E;b_7E2-u{>kJ^(8D z`lg~lo5~sxnbnWen61> z*}2&}v0(a?$f$dpB#(d>O8yz)f4kmtk9m2fA8jjSG3t2PBq}c;mqbB#8zNDIrx*axwsP4hzWYv4 z=dfK1@!iQeRRD~kS>&*@dtroS1DcV(FPGd6GfwtqkYaxSNy0qanu=f_mYs7__Y%&E zf$6I1PEX+8zD78FUmn5x@yCQDceAb~SP+MMx$ds9{+^z)N=n5QqsSfpu3j7bMv`?z zJsth`EZ=r7IAV@Nd}5-UO;FI2fJJm6C@UYze-?Rc0WnLJ7O%PxgqG{&DmiVIil6Z3iK${ay@0* zz}tFwVo;>6B>6=1J5PzWS!ns@=!ik41Ax|-PLd? zt5r%6voOWw*_YFpGvJ4K$f{R}ziX%kcb6$B8smO%dx|O$2pno$3H2esi;p>UdE) zwmX|qiY!_Bi5J=};G!{D%dW7i;zVQi)x9%^uQjR5u3d?oGSUh{Ef}AnrPN!uPW$u% zDpncK!thi&l3EA;%3~N`fX{#?)0>2G)bE4?>cGuHa~OZ~HM+4;7A|nwBK?Gy7v(~i zzt(Am8jy`&H7z0AOVamTYlf%X1UrHoqtt~BF7o$%;IXp2dS{Ob+ zjKa*dM^M~Z?9q>X+HN_)Gh5{bj@@;P<{ZvBquFsokgNulel!E0+S1gd+h;LzCnPfC zoM9s}zZ~Co$|Kt?+qNW%~;q>40UB9X#=^fS*cm#uB2qhoVd^qHNPSI&4NvNVC+rSVDVASY%8@-;74 z*z@h$R52Jz`7h)LxGt~ZxHyUzS~3q&p^ktAT7t_v#449X5u=4Haz+6;T*8FP4{g>MK1a?k6Mx_Fuqeafv$6%trRs?)aMS`j$*KT*iu0tv ze^G>Dve#Znip7dP)QSf7CnPRO$m^0ws~nG057{STBFKhz$e|nTw#Z0Ne|gW$rMl`) z4}||vN+9bmc*ef1QN-iz8JU5f3x3s(KnBQ9Kit3T3B(H4arPl`G`M36$}Y&;O{PbS zYdeHN=bgjgr~rUgT zwG4e=-|=sn-w>hp-o57)&I3pr1Z==DHpmQF1q-?go&wN~aO|3!=SDjxklP$KDKB<= zS_yhH>oZF#miKh)xy{K`qLKTWgd7Y<)bxlBUC3=~YlC-%ekoLQ0c=Aaw(-hJ*{d2M zR`B&U<6t<4raOSlkHh1q-W#o|MzS2=6fr$!esuvxA{GUaei9igq+u53r=X~UxiaA@ z^YC|0#qN+P2BA_aWB%?e@(;MLQ*(0{6owGV?mqSX>&N|a?dV-tBeTP`Oim>S;nr9m z8)YKW3fgBu&L9eDZf(7plCp^5Y*<{t7Aq?&rB5S*uvFkhyL)?`SW7~IV}d8@nu!<< zke>+hk@=YDE`u=M9BQTr2msI|*ABJ|oTl4=-D*U;8m6)7=u0+ypNv z?AW<}EtX6d=#zrbIcxj@hR$-E>qo)DEkaQ$)B`h@k5coUiaYp^?ghupPx{O>!buAq z13W!Tf_|$Iv+dwQ^6S`>;GA|kJn z%p{0km^9z%2%2sTk>sote~t$t9L~9)*BcrdqT?3n%HwIfjvPHo)C8|~H}b5%hHwO8 z;!@j9xV^o-5Ln&0J|Z#_YG@JIU-(v3-xe%NjQ3QGLdSNSzV9u}hDYrUd=eb|1pg^3 zdhtE7OfNHa4y$aCh_~RYj;35d+)LhOqzzUMw+FdAP!^cXjkJcOj0{cy4v(L|wE`}( zLPDX6998)UeI^BprIDX_5waDV^)qer* CNE5pN diff --git a/omics/week-5/workshop_files/figure-html/unnamed-chunk-65-1.png b/omics/week-5/workshop_files/figure-html/unnamed-chunk-65-1.png index 2aadb5770689c2a832695c0b3577dc8b9b1d00df..5178d453e3420d957f3cef32f04d30913cde8cbf 100644 GIT binary patch literal 67303 zcmcG$1z23!wk=$c4(ULEPJ#r2L?8qwxI+Xf++BkNcXvX77!V3~cPQMgB0z9=cXyY9 zw+cAto_Ei?|2zM?=dQ0iU0tc#d+oKRj5*er^+`rb1RIkW69R!?Lq*@nK_E8;A&?u0 zKheQEu7A7<1pm2hC8}x*fsp#6{zVI#-!_0i9zmdQUMe`nu8li7;T!xo-{y(k`zG}Y zE9nD48U-Hq$Gybo;hKNl)zl2V`Mn5UmtVEAvO^uY}nyWz>r_b(#bn(SU!3a%mo5z%Zutp zyL=_M|9tE6g$m>*+2sqYM8pl$3mr5(r^`3!ywGt`FT8HbOkIAd0D{ST`8NcD-nURM z5a|E+iy+3AAcnz_krjsR#8BkP{%UVVP`5Se+gV%hJ5pO)#UG>L<8p?;e_)vqWgBWl z-5?ggbo;bfcWSZHmjyFyi+qW?nHM!4{_>P`Kdxzi@^lJ>iL5>oHQTn9R(Z01O&ik< zS`LngR5Tr?%PHz8SyQU1%L!LobdeU0kqF4d~!7U{^TjgJjhlOVq z6LBXna&R2G(9)@(;g_B?zMXFgvt8^6+dG}SIImiTvvA|+VB$F;`Z2Mv1diwKL#?f? zh2Mdd9JqTg^P6DG>k273IoNEd@f5-ve9W7A549?gf6s<^Rd=I#J!={tcc1$m3`ErvWjm z(KpmRfseo!=I8f^^n!@uz=9(B-d>KcQfQG_@=O2kZt~9)b4dx`$|of|7L9MSM~_Z3j$#( z{fHWWrpQAUe&D%)cOZ~|U&s**k(ZI#+NjOW2vzXCggE+p{8HAL!bVAn=|8+rr1g0|8J(PD6tPHL1i`u7?};vCKjuBJxvcx6-@* zotfj(o=9Ta2g)tAq2tw#9NbtSG(mlReYvEf)XL0^?FbNbs7W24o?4EUwJ+fT%SmT< zSQ{$TYa)(AXCnOf&gUP}VTGEKl9B>y^nsgQht%E0PRCg0_85-NB|0zFiie~SBb(1( zzJ!E?Q2P4&Ka2x`6_Hw0R78>?5fv2$B3ave+J9&6y$u{PZzUOOWUhRg3W4?^gy8sMc!weMZJR8JVt6_o>3^REw-<8ws`DUa+$64eGw@ zh;=>~ekU&{M{yGa;~c~u0q_T0v-UzXkIK^S|D*avp2mSIlR`%{P zx@Xjbe{lOX`6!n6|KKZ@Wr6qX4Pj20qf2N`;ga+7zUv@?%4bNC^10Z7u-((sgEDYZ z9*3Ik#)r~;`+fOO-?c}F!C*GW^AQ3&zn{{pm2i5T9f81hxHi0dFlxEmb{lnTqvv_Z zIj!bji-L@U!q$x^Dbdy9qf#`q+N9|C58)#D3OvQyNH%+K&kN+?m(QOY10Fge_Xl~( zK79DVyZ!6_;ke`E;iRW0fUjFyR?ySK&BbppbdI?RMK@$n+@5LaWDTwZh7oI!7~4{Kt8)S}6}uCjg({Vsu%fPesq2ha?u zIGV$O<`61Rq&BoEh+J8SZ?bS6gjsA-d@C^>9UV2)82OA(3$P3d%7#3Xw25VwjA3tI zqRT8UccfiYq~}WYbjycZQqN#F)Z_@b<-J~p?M=QJKZ&ZUO>3R(9&ZhcR;-%MHOF*S z++5E(Dwv;eM_7&t zO1R^?f!Mz>Uag#~V%^Dicvkg-k+D3CZ+|iBY$*@)>{j2L#gf+zEg?=P0M!tbIRnc=mo8+hfYr zD~WMtrTLdEM?Mo?onK!eNRHPXIVcXNT+xXh7*n$`uOX;|_BWm4O=W$*E7sZ@&*HMD z9@o;XryPFg0dW=?y`8GjF)7OqCH3#VixuD=n-#NxP2`?#!$k&KT3P_*o}Zt8`t%7H zC6D__N$SkZ+opmaKVCuk`T6G^95oP~ot^c2zk#c&);L*L1^`c)vbhX(oYUc*bF$5C z8;5ZDJt4kh|6Z336UlXY=(`Tnr6%sEl!$WE0jqKAC<@Z%o~|JKN0P1`nbNIl3sLpT z9FESCpycblJ~{gb8$IY3GLx7G++jI4PbrP{{nb3+;*nJd5fPC|_rvi`0EK?| zVi7WEEDbGfY{=ActAYa1OMEo_*a6nOe{7Ss%=*}5)rUFOp+nZWp*y}b8DhgGfb#MM&MLEWEzr2KA9U_sH) z&;nmPe*Bn-h-i3tc>ciNEXxXRQ*JTdBAKLJ=XNYF&8Mg^2kS?{6iA}=kejO{`P0FC z#i)qK6EHi280Lqs-6@(al=HB^gyxGx(bK!_*#^?^>bu0BAH+?Jr(iWicWGXbD4llN z-!3L}f|7FEMe;iDG^p2IoV!BJN6YMM?qFiVLc_zAESmQA>_A-*F*f?>_~b-bL`1uW z^6}%OAJy|$9*-zajymul!#B(Q@{w5jyHo>dE0FDte%1->H?i3NQ^gX@3+RpR%O_FQJ$H$B{Td#C=r>DOAAkWV3 zoT2y{2;_cLz4U6JiM}iH-Pa#(0aCLh@{>0vv*a^)HY#S3Abu~WMHqI*o0pGv#_>=Y z|Ni#49=UGGNOlaKNZ@2CWpyxrvd-OAUtizG#^&YAmmt$s*^9Trcf zlG1$eOb?il@mPg5C@?_a>;_5w%a<>%drL1|_Lg$;>#D{I0P4P2)xL-p@H{_QAH9G7 zK0relI3%39KmKS+x#C{1lRqyaPAg2;&Eb;raWz;Yo=Pw{QUU+q@Ycyv@HxDF?hll0 zxS#AT_hv|!{sdrZqyEB!a1L!{3Ajlh&&wxIpJqrWSlE$(`LT>t*{{MV#VJtreplj4 z;ii}K*-kiawfRiijsgZ@ywVKi1v6+j8yF;JSvg!a;|m5qwj~H$fE*dYs@M26Bf(>2 ziPNZ!nVI>$kI(;(KlT=4ETv-DC3|vJi^*J;9-~m6&Wg|)YF!{+H~w!mjgiZmTyVpH zT{%K;?(!>{G!7~E=@4nk6dasu+#oYhFz<) zDoEB?2gV0%#KRL6`fS&grQrQ<;Th@zw7nCaVTy@RZDY^qRu(S*D}u`iU27Q5vPkRB zvHAXd(vUDc3ma4raKqx^lY@2IEKurP(+>p&On`m>5GbJIedA1VstHCee{$@rW9JGA zN%Kp9eRw!oW*!5eAt->&FAI`DHtw6m!SA1twr6{^1=9)nS5e5AGx=U}Ze2r~&y^(O ziIi2wrl2d=z|d&TjSp`|v;6@F^^ZwPW0OyRn`E}Tm`1%)e}vm>*(;lnM7&1M8RzV2 zax8o1Tj@rRTr+slUJTz)4*zsk=zBk&N_ERfB~^SkwxxfNnmbl?mrv#T-mGV3Iovmw zE8EpP6&mX4Oa?R3$m)C2){&y&@hbWF)J5XOemSpoun+&X%3mX`++9L?c0(iKZ?j%| zshw1^A~t$Y+T{!uA^4YvAJnq@y61K{jPrR^dh2nPXT0jwL*RpCTHuQtbN030p|r2W2x`@`U~ zuAr8orJ)(AbFZer#l^j5kbvO>28l{Ko|PL*#o7FmTT|;QhaA?je zoz_xc)nFBGf(WXLMe+{QuO>f5(}_FqVIz%EU_yCU^KT#eEW(0xO$|R6)~n9eON{2~ zZc)8jM#x}Qb{^bhbxlg+KXIbA1>)`#%0oE-Y6!$yAaGC4KTM3ue?RC>pjlIl`)!N} zg5S6JfCoz={JbMXx$mr==WZ<=3Bs-s`sd)a9*Agx-JbAa_jyyyRbL@&5W zi^WhRBQGBxs4t&nf!KX*t*s2zZPqP)#qXq3iV?m9c-;GsxfK_xI23i3wCQo+<}|O^VLX z-&`9m4!EizeQx2B@j4ZBQ%|W0IUqS?Vdwl3j&AUj#gg?8C*|<+S#q(#gM@waY<}_3 zS_}V?gmj{Zl*WyU(PQHA?DK@c`dn-?0K&w+k3XYH{;75L%1FF!=L%%^R<8V&iDqtR zF0vefwZo>YlAGL;b8H*4k1(O<&ipaMJs-NaVKJQ6T+7O*6weObDOw(WN!%rzVOzRm zr5U7s`-*o#{6Rn-nrf{{x$M^g+fz;c%t$lm=$>U^3GInz0h^N|5S9w|WCq({Zgm2G zg-Jb6TYk(xx=ilV@_f*R0J3yTn7&3fzezddm&M?Z8&ybKdslH~x5Vbw{n;qy8wVNC z9=3?Fdpsp^sebAnLD#Hl3O?TQ7YZoxpd`#sq-9b*!=`jO5<@8TYh}9654ZgZGT##; z4dqg-=ff5e9*4eVBoPskn(xD4S*dsErMuT;iTjiGp1PbDQD~KZX{#?#Bwr7SkX*kJ z3d;(W03T@mDP9C6{@;;a4*LaeA4K`etAy2$Ly9o*?t_v6x>FLSF{x$KO?UDsV)+v% z)MPzl5kAm2K{<-`xn#Z~eNSlz&%8#HTHan-+JJB=C?`x^C58!rG^BedbLpPZv5<>h zUeAsg25+Bor)HkjB(rN=OaFT$jJ4>sIe!Vp^&vn?SX;uTQq_DTSY~G!L*G>RKAJh} z?n=*SxAueNmv^~swKmt_l99T>E{2J`(P3ok*=5|yiCon*;|80mNQbPy!LHpTw(A3i z2Q(Qnv^cE`>63QU)lwUow=LLB88 zi_4v>tZ%(>QjK3ZB5hU7`3nszZe503olM4%FvpiL2G5N5ju9k%TPyLo8<9?)h4AmN zP?%~AZx|{4F)W3CD8JrJ#wDKnkCn=o_;jYq`PUElnrorc@s2{KbksVR?}($4HpMEr z5M}Qy?W{vH!J#26R9ivdwz&mt&Ry0o_SHBtY=A_zpgf*Dx7sCCqS8|IDgb#|_w4MM zXH&S_y*?J7JQi9x2=Bl*>X)v9%PZc3w#aN2ImVMqgrs&vXo%;3O1&c#p{aYWQ$=Bq z!{Dqclgd-yRh2^At#v_`#5B1hV)S6_#wB&b)bZ|9l}s)fJxyfAhJn1>EvTBy5^TKX zM91=&-f}ZMHBv2)>hOEee0j~j4~1rT_T2oLyPBiI)6rD{J&l10A#fJJ`1I+|cGNIO zc%fZK5m2J`TDR=&v@!xF3%l)w=Xp8RrK#w)Z5K>8{QjVm4?>29N^DT*Lj|Fo|bll`aX_;IV8b6~@I0+|YP>4f4nE5Y=8+svGc z0m@+ycS8I=*l`#<#!|CZ;c%3-#dT(tHwm{;OOCW^ugKOP+7hh|Pjqz1(MyCehiX%h zJ0kTW(Q9J^=VswJ-Y(8D3u|)zUa*v#uB($z=L|wp|Av!F-n(v6@^y&>?Kz&D8!T z&sHoqkx(#ya$I5B?}R)S+sBk&;R5j4yj#sZ2l)4$BWiI6sGLQT4b6$XjL)sXLCkB9 z#E2rxSuX7V8pTo7)(YigU4~`UaoG08MJR8b9blFo^e&&$daUMHQws2oY2zx};Mb~) zrd4w=!LRbt|KV893it9j4pH>%um@Wf^MIY(pZ1zm3TG?J>AtPu|4(N)I+%P@CV+(l zWmPC1F|o-tRTvZmD9namzaGThWWvJaoiZUKBP$=X`ErG1=xI=+1;t5UBNxcOa$2aA zbju{|H(cn}zG|{VoSa(x54XM-qEAOnZ5W-0vnP?>{U=Td1mn5i?_ww510*1*C+M9| zAF@{-!lh;<=<^iszE;L8g1V{LzKL+ey=uTA8|qR<3x?~w zY1MUopVj9!m&bIq#k;gQ#9-ys$?rj2zG18uoq3qwTksq9f}NvM*>3d9IQ)rgfQK!p z@*#+#=UW}7iRTW7HuU15saD#h`-AZ;Bi3?QxJLVVn3;1jwhqgqeN`T$oU6_IVjVIU z11FvPmVxh#js1TmQhF#mcep zTE~X&?P87g>1fL~U^Sq{HhblrP1zz?ly2_#c$}v6|l(j9^{j64pfbXT1CLk z@_t59)^5n1cC1{m_wQFDRI^l1=DaA7=Ay=~7hw^ShYeyqMX5A_*3&FFt>`sZ~QzLy+~vVA1j=b{&<=29!e__Ru*E`XR6Z(NfONj2pT7Z~Ys zfbIQU-Wl}_Q_sAmoTK+GzA}4Y5|Dq05BwKryGNI!;R_)MdCz)v%YJC(t#sPPtSMy8=7KvNHQr}ijjAh~bm!6i4oUFDCoa|D{$B`oG z%M79d%#oDKP7cdS9&CCc2XXx|DWQ%%Q3wd+N(*3B1fTp8v1~-#mh6n^P*DG>) zzN|leWhzgZ6_&ufyT3tpVHs3X?i)I6YLx0y(q)h|9~2(U2z{v)<}p?rvo9YWKBm#H zh9WQpXM0DaH^S)9@l}qGi?KMRx;Iz4|7u!DorLapPnK+Cj<7No4@Rp~HV>w>HA*&7 zWT}fDADp+}Z68mIsWviG#;nOnGla^WdPN6%(!Vs7$DhtGhbvBo!}gH3%X#Wa7P`~g z3j9x$3O2Je=!Y1gPk9vFwtSYO%hf@>{#R!*sLBNI7atkg!}~|3u>sR(&IKQ6&mmW( z#dD(S7xC=X)HZ%SZ2W*w`EZ>oEGmCpU^R?%r)2p8BaA32JmZ#9PFR8#vDzx5_lT{= zJ&;^wQ-*5fdu19mO&F5$DW_ z!n$A?AgteBFOQrT1FwGfDebU_9fDaCvXWA7Jis)*EtKXuUZQd=1e-JNjWul%cz!<3 z#vPU-ZINxF#zq`ipCL8Bq97H3K`x;zmGt&!e|~>M43@u8DnUlMsZ#SMR`2d!`R3jR zndWm)ESxMBeD(*=I8RMHsu-bc!+|<1^wP#B$cc(Ev*-`XO?q2xgVjGK4~rkoWeize z{~eZs;K|}Yi4nF}7+v5F*WA|1|0<(|0xjP?kmurjF23i7pJCyg4w$gIHlANE8 zf}|xo@^XGKmK@^UX0)_LW2aPD4`r6A=rNkbh_+qP40^pz{dv*LWoHlx7cmqIa>w%x z%|lX~Yhznc5P_96MWBD9cf_`wOgqN_N<$}?@u;D!?JM5T@r}WXsI3jT6Ef(!=Ridb)N0Pk=TXO9=U-F*7A7RH< z`JdOLomA=TQIZ=S`*Js>W&C^;Tgr&*MDx5Sd^WmAz4K0Jh9rR1hCUM$c>?f(10HdL zr#aIt1~@F`Moy_(4>XvaCrX`gYCx2A=)`Iqzb^qep@zL;M>vR4*p6uZD{e&0&<&IFSgD?*iN!IlTDPKlt+vf{B zyf7lJ!~jDrdg&Mn=i$8{e_?;_irNL~MPa_h0KcemIW5Vr#L@cZgmK{cfk6?OW=;^p zvYO&vc^#og9(HX{24>tEFp>>$e`imp9*kx(DkF`O96;JEcGub5zmBB^ z>4WOwVPLq1p{>Jw(c|?wJ(Zwz1W$ekQc}L2Vb=%^K+Ccm{)r4%<)wfl*hBgvti3&9 zQqf+6B!d=#JA?~44IHZnouFQWYD48J@{6#-)SrX3-8XbwW}Mpy=w6sTVOM-gm>pMd z)^5kyOW(D-U$fs^o6kTL;`s8kQ>>>nA^XSqxga@TPyOC}c@_+Buu8WMRi<=Rytx@R z*~6v+lVhgjs2Ep}X9#arj6 zS7#aT8$Q<`JMz`sJ0wqVULb-3a%PT@JJ9o01kH1X-JO`HU~cJ;>xe)|gG$75TK8qj z!d|_8okMy@VZP^!{zf}R7@ex(&#+dHdD~|54u&`0`C(Q297uyiC8WZF*GnxmHm!Wh zrCo}&_>k%tm$I(JKlz55GGl0Euo+`Ema|-4lmv>RV$vIo)FhTMvKsV$?hO^dZdEv9 zbuXXB9WD8Ca1#P}h6&cHStOe@Oi#*TTQtQCv=};S-pS@;q?MX^G;LWL*|K)g zU$w8Xl^IyjuK5aX9BF$CHx`a@=gN(mn&=n(a1Hjf^7K9ULb2K@SGizm$n&iTD_(KP zx02mZ0I7y|cXnmW#5GA}cMz!b53%CHJfj4Z=8cQ~6y>GQ1HvNS)^g1I2pV%fSwlU2 zFEGQ`qeP*XP$8so{+Br3XeqlQ2Lpq12_!o4mtDYli5oZ>p%A~%-%HpmtdD|^U461s zw6gkx_g71fE4sOKJ_xv{6fe?x+wm6kKX^es&D#XVK4JzsB;ryW|A{*wFRSe7wrO z8Ab_f{7S@P)b%K377^X(z{dTOF9o4&+-eQDMt-utBwzNgkL&hsSK%Fj(|d5VEc+kI zl-sv&1BDwvm9kT^uGCR#1=>8))a5d|b;Kk|*5fS#?>e}jZz<9gt*Wr!tTX14Z=O45 z*0XuYf0?tn3&a`C`s>TGerr{27r#NS^VE{%KMvQ3j&_~OnKiV7RH%5p+t+)46o&&I zSI45$qDP>fv3G(Lz=ea({c%chC3R3|h{dxDVLTv3hvSbHc{GAgLYP|Wie31UdK`DZ z>T*X%EoXSVTBjc`=M5nl?Dq}!D=1(_Oyd$IyI-K z?;)n!Jg>RSla8gothi!g&R;0Rmxh4apKipd_4^a$R730813Dh@C=yDQIUPK*ZC#1v|Vj{s;?A1%iR&u0X zq724Q$YeB5%}ypJXjvbA#)m&DSMDG$E|3y}nq8(8R>DeCNzL5nxMkTX#%&#KKE5AI ze=&iu36B0YD%zG%rwou-J4N-pldR|$H%6-{#N6LrsU;GvqyExt-%ZM2H)@~?w7yAZ zRchECZNJh7l>>(;*N3~PLpAwy1VRvSm+!$j-u!g*S?On5wJ&vX^;*O$E28_}C;^0^ zpdiptUi0lUzku983Md(K*ZexvrqV>}6~zpfg*ld^16_IupsSZG|F`Bi<+?Xs5%)G#Nj`9KV%L-3!e z=Kr2#bSwY|!pe1B@TW3pRsj+Kgxl2QkY*YH)Dh z)M5CaQO5zvs8#9LuXi|5qZ|nKuIDx3wkrvitd+6e>`DoS+MRz%HjC0FVdw8^fFLsY zU?C^-(RiO~h)c_Y;Tx3H6XJFM`Ie+Gt$_28mTn>Fx>D;&T(}$HTgqLSc z5&`Iw`fhGM43@GdMTw#p!x>bA%hmUzi^Y5O0>m$sFqve7nlUueG0*n9+zV0igOpy> z)gjq0y)8%lgv5H1_C8P2m(f-yCh=Fj#6<-XNC1xfQcT&8w@{k0h?>}9acTJA>ELRS z46>7B#7<)~PzmsPCkr1ZE@Z2vX`gCG_^xD^xnw5Pn9buJ2^9gH@^*HOZ z>=Pf37j<=Y#qT=9@yN(5u1tuSS^p!@8eb86ZST=1OWdRApqf6dW)eL4F%i$J1#5re zFVI3e%?D^l4I+NH^|we*#&rQ4!wcQDl;OGPAx+T8=c=ZlW){?9cMnSjg$bV$3p{&e zN-`)TV==D-ND%kUz@ zf_L;xZ>b62l6+kDaF3?AVIe)juVpd9^I@lDaBBS>I{N9y6E5#cPHHj?K8?64Mfi&K zw6(+bc0R%m7^t}wP&lEk`*UcIdn@Vn756fq&CV<$#CM9aY`OLRul zG&ANWB<{Cpr5zsjwQGXf55UvbSN3qh(_Xyk{O@-S{KiK#eV(@T?SHx2)XW#z3L&x^ zTw972M`Z`I!vLY-c<`N-{XR_2aM{+0fgjNGtlD|#);V4evTZr z$hV7hWdU^>EcNUObSLw>K*rxMjLDnbH=sSS!R-K_^R^`v@A#J5@g0VTPXVQlns1sT zSeZqhaHl2dp;EVCiio#J*jQ@3E)CrP)oH6)CqozPHLQV} z8#&;7BxmO8OG4fv_GHzsV1{NrBYiM>a0q(_gb~2JQW4@Owy_j^1!AYYVr3NRrj5^_ zRY}F-H&6~DsQ2rMLuSV}hbl&;d`hD+&;Inv_ceA*nuMSG`QCKm(2%m%RS%?@Orv4P z=Lf#rDGR$(jbzpw?XI{~zjuksOv&ExtQGSaT^=7Fu~ic3%(4W~CdvP#c{Mq0c|3J+ zhOMTSpDU4EiZ(?Bsb(yP3xK+HrDS$yrqN}fYNdTbsdv$o$S$^*M_QA zdMyuy!4ijf>1^uVDAZp<_CKLpx*I#YxaF;d)x@Z0`VVAg7L{LStpS+~^n`>2ZJ=5F z`5izbfUa^{o08ss!KKMb%tiy$UiE#r*kx!l`m40^7XOPE+gTa$Vxpp=5)yW{wyRx9 zKU1M0WX^MUEiEmZynr4zU$uB)t~umN?gGSsP$(2A_)^9@?58lcke&TO#~U9oN{o-5 zX9jzDd8MXOK!N1w`ZNI~=s;pNF*zfnOq877stVzGw%v3%W-D!Bv5~J1WRCGJD_MZC za|0SZ_89Y?R4BRUnRTt-o3I|n%Kcggy(yaZXtve9tdMJJ`Vnd%P}DT1@>Fk657?vy zqfHA7i{Rj3Aj<%g1EL%tV{zSSrtxo%ioFhS@6g4z76i%rl4T$1mI7zU+L*+>v-j4H|j=^woj$=#CNrE12)sQ$G>)5u41OAM*QW||3hyO z=!;Np?dT3gAR=PDNrOKcx)Uh>DBTtac=Ko(ooUdvZA;Ney$%GvKH|GoVoIczt%? zhyHf}*P-bR1X<2E<}W`DQM7_1v~AnjutP8HAENNjEjXF0wo^djd9X1a^X;1z5Z3@a z0{#B|yRNQoVPPRibnG#C{IAr81495i@y-T+DbIr*e^9u6>}v;#^@kM11FadbHdF@! z76BcnK2?(!4tN(+S5(cc96%|I_%TYv)RpbSq$QZuQvh-pdm( zdGjpN_fltQWo1=RUtfRKmC@4L+G^c0x4sULC4w%t4m}|*jt>ZtuphE>Y6%MojXTW- z0BJ999-t5eUIhFb1khoi%qTKw1uDjMhtt*k`nq?W@r?CnJwO>;w;Ll@sCk$#XXw$e zNr1O}t~g@j@3!J{flf!m#Kc5T|2KWUG4N%SssrfrGkE4eU?yF!1zO>Ylfim;^+pw@ z|G4vF+y&48M=)xi1At7%ZD$0c6)x`+M$uaQTk}pfx-)@&OcdlWmllkD8G7iLsOCe2<*P zPPp9iE+-H)1kSczL)l~2eQ^2z#Kz8RW&m0~pxX4VuC5-pa9o=>ifhjCXj>lh>%6pZ zBVOQNrUSXbtWH}~@qDfWZuw+b@4EjNt+M@mAN4*TIK*AaAf;T zRF%DdIPN~Sf0$IYYx9)(a{6>_%ZrGV^u{;FRy^)Df-ynVe9~xIE2DDvlly-(E$O4K z09j2!aHK+{$9v@uISbzkT)u~&E$KZ8IxK*H#f}&N@m}fCqeR)3=H@6?V;HJzXp7|n z{WRdShA0U-uo$ruhz_Dd?L5i;N&gi%8Entx zef)4Hk+QLi*?Q11^7cBPx{V-e3SRp_*G`C!55#|-qczUO6rP?JpyOk6sPO6I$J5_0 zIw#zl3{*EgNj%5L*05=4e%{0xi=KIY$Uy&)z0XEJDs53Aynk7tNxO9=c4dgu@HH)q zNMIYEynG4C^s7Jq5VC&sFtmLWcSGN)_^!-kr--MOXMX2?E&uaoWM%&5{_**`FD$RJphQ&ZC-II#muZeN<_LhA1D?Nq6V;r-kl zH%+d%U&*t3XWr%+?M;@S^`-6h)1P17x;!%V4#Cac7M%FW#@yO9e)Znl<7X|(h>SGU zFnIS)+tsKuo)2iM$H4X~3w=UM&By>yqtS@9Zht@>99d)deAi+6`ryS3P$5c7OQS^f zT0`5jO+fm;wzPB<ECLZxVXCCO48!+Y!50=r=EuS7o%e}q0DNMJhASXFzC!X1Vir5^l zCS01Rbq%(@>bGHJ%&&<6jgx{P!+!ZNA23H+>rEPT<3Uf!l9M*M*Xx@Dgf(4Zl#a!7 z7X0K2Yi71SnTOP?PdLMVWhQJ#y-p+;{eoHx(I{W4Evaoss2&5$?BI&{0)c!^%upPc zEk>qtzLviJTt^&_bS$SXD>0Bovx9*6{%|fOCB?g@VfW^IKrElDkHDwy^1J4%JylZO z+aK&8$}wlb4*L??vEuXw9Tl`+HC~Egkn(1}(^iZUBLc}LfS3)_XrjhhauH=Ua^gV6 zyijXk0^m1z$CsX0sU>tZkeZ&3KIjnRXlM5a14#bsZB2osuAuJ;GZ3`7l$ejQb8=Q>*MAaoJz!_? zA!IB*;zS^x;YaPR^X*yw%AMd;Q+~#l_2AYme@gN2K05-`tV%}`U;1ER(|G7+^(9Vr zMomoApyo+Ut0r0Oca9VcR$fLFre3{U}B`(oHz}m z74m$uvr!u}erv*rm7CDe)HEh8E-psBy1Kk6W4i?hgYFqcpuhUIZarp4Z<9!W^`#>y zy!qbb^kvr26}el1-@iiBF)+YRNjcxav&l*vaI?uDhqMa7%YuS}nuv{!4NzTxUJxOv z&WF~vw$%;`K+0@6UR65v8_-!zUy0jKEmqQ+D~PajWzMr^es^mW)1bWzH->BhDOcnwpy4U^SoUg5CweIPSp`&+6$^ z!<{agbPEipa*paIg>08wYq{AJjF%Uyod0SOVDQOTpPW3pLP43mJX}o^ae91=w%AFy z9{kt+`!}3iTo&>QE&DR>ZY?Hw65PhZ#6*u~&(p|LpJgs`Hp5nzW=VWeEzFX|rvz4C z@^bYp4C%)r@5-#nI;u}>$_EUOsnHaD@Bom*8G8Z?^Uj^N(;0tqkLS~4HuUo3>}Ert zGl;`%h)MtVUszwxvhBhC;|;y1ee_5Nbc%yURB>tP^1>H zBqU4%$-YKvvF1-d>ZCbjW_$!W)8|NIKO4a>U@H_+;3%1wGTh2U2vxe3QW4R7M$?+_fL1#SpXV|Dc@ z=ru6qCIlY}Rx<$`;%pfOkdJ(C<;Ok(wu3uvAW#8;zNDsRD#rZ6LSs|YjppWNwm8(H ziqeP0$HyOrQ`6JurQ6=kqAy9QxOB#kzp)d`9FtHNy?eKkQh&Z+j+6H1M^Osyn~v(y zRZKr3y7R0HsHz2@9zrcK$`-qh+ zvF=9uIA?;G4y$*!n|&nt#*chro{#^GBsdkd(dF*^{p&P@&&(gO#*@X@Ohzbeq;KEf zt|<%2%ZRFoZ^wOWo*Sso&-1(90c}WaW>xIXlgHM%cV?@3mIpJr?|qwDCUUxbhG1fR zvd)d-ilMEaTW2ezM$?Vujx&qGR&+T(bDoC$S1CIyNe5dVjq%bEM> zRu{)$!}v3h#rCZs&TwT~r*xfu2#L@zitMV=KTaFYBC{!~*Fr~RY3Ej@}hZiS^*JZW*R z^?}l_ZBDPpl3xN3_a8Gwzkb2nN8`!F5kdL*jHIP*w_>QPj;zx@Npk!%l1Nl_38&_A z`$Pj)rayhbwl?0={-x~CnV`0mS$g-~>KQuOZ(otYg0(*|j5ZpVDLgQByX4q~3AhWt z>fYQp|22nG0++YreN2kzPw$$_t>rELv@Y9MIxE2};QvCOTEI8-usWjXKNe)nJc{R! zccvZbTP-*v?J0*rHB})2!4&TzKXv{#lxCH7n3@Y&BYyo$pUhH348wEs$9$WOKmOjD zc}+hS?&+()XF%UZ&pU=D@18tcl#Y*Y|GMs?aDLK#&n0-p@ZCEO(*Zg}Z*MU$PcX95 z0N(}-b~%t|BXe0JTj)Y~&GjpOlG#U{POkTQw*w6<{u&VWJKd3kv}<5B9B$36Yo+I# ze{EZNEy`OTHy!g+VqIgS;2z1B`DW~2Y1k(&*^F_H!-T+rvMtM-BzHk>F_QEE2H`+f1Ri zN*8d!44y8lBzlkymMtxZjO>mQ9cVviRcT}@p6PYEa9kjNOzVG{`;yUuN~yVb-rRDC zo41l!4iWb?x?Ov^ zGe*(txIdKN$J&?)@mA52=Oy4cZti&&@mcQg77O5SMX5%O*@DbymD`I4Iv37x{rRAW z@K0^D1-->s*x@g76Z<5{)EfHQA)5z=hYwgJm%r$-LWYRNzl31^$91HB6&_HCFhmKA zAkYvkDw)K%(o8J3r<9N2PDDRJ{8}hvGvjObYFs03Pd!k<*Jg>1;w5`-9K)SO@^>#@ z!LjrLA{WEJs1yNzG`l?}bHaqhQ$3-db^K2po4O zKLu^De;UcOe3Fx8Q$m1Zdj}K`@T{E6i~!i6`VvE~N{j89UCc;0ve8!i;K-{r~q&PfSx30((x)S z-7j6lA?J5H+L{iltQtcU*{V9cSJeGOlY$|@#evn{Ku7OcX;bK(0ONePc*$o8`EYyqWgVAIqsq*gWj%>TaRbO?Tr6_~35c3kdXhb)ajz(3Bj$iWgAJHiQQKDn?=94e_=$q`wmgiORzRQmmMZO25bfkZwkS$kQCdK!{zDIr`Q-j z!R|P0jB$ZZyyAYIsr7Ya*K1rP5W@ok2oQi=;MCd^KngJ`I*y`Dif}(j%_LR5OMOe@ zZ0I71Y!p#{|J|$LvfnYt}dwUZ(mMO$4KA z(H~BrVG^`4X*9}j0Q*qZcE?vKGgEbDq~Zt*)7776s<>^w8jbs4;H&e`$bsR#HOY9& z$GjDvJ0@pX{NaDZ;!<=co!Np19i z3Y9?xber_O0J#Gg6FibUcGFEo(@V0{Sr@N#iqwRDz8%R>5vP0_KJ#imc!{esl24|`>w+iz&^v~1=M0E6i zbw}IZl~8GVSdH26OH+3a^Snm%R!~oQ1t7{nKB0V8`fg#}kf20~PQv2(yaxs-SQ=iP0nTvQoTIZxwKYUTLwE-VWG5VNl`Kj6nWRysXhCvVp4q}wnG|}8 znbpMGidSRbPM6mt`=jAY-9~P4cJol>RnHr+3=pUm4x?cReg1P@>#B29~T;_qoE} zw9U&g+>M8H{YqP^2q;{d>aRYzzV&H8rqn7mnfq^)8?%ct}^;|C<+-Wp7Hz&P} z6f7((;8z~t;8%gRa&btx&(3x`9UL4KLrTXIU0e!R>0CSUAAXDaX{!$HTqy5`oH8<< z5YF^$SM2IcZ7C@E)sbDZe4S(xKhr&Su(BEgBqMk#z^Ay| zKV2=k9Hu@%L~^oL+$j~$JKWfqE*I4zsq=yH;yg|=n505*@x&0lEcOXsOqD~4-7O~% zT5IE)-Y-y63HN31t|J)3^eW~;{I~kp=4`7mGr*R>CO=%mx6COPgm8*=3pnUbm*BFQ z`@ISJYr&6e0S-GYHC3a|jcZe>ro7w{C^t~#9H5)C+f^)d&h3GtmQqC(#*zCIj@PVf z(BxlWFconLIxu`MRC$P{xOrA8TE}U>zGXwf99+A&G{EHP=Ke=7`>u}ob)vTM$u_&6 zkGkNS2%95EZ5)k9OHYu5yB3x%PI65+I-6YQWxgNZxWzh`@_2Q7mEV_bK6CKX^0ZGK z#cSR(heWV^sr^Me9#s`(9CN(EpjLU~Lj#K~2jb8A)#KVvC=k`|O#AI(gOSfn7{Z7F zd6TjABmWQK*~OOhTltO-PZVEiR;0P~7r#3eZOnc4B>46!gm(?v%!)tfVbMkuT3AEp8VDz3?Yt$>>_ynzkGc zfrj5-pm*9liU0j(g=cD2%+eC1@sUXKV<(<5v!f>;QzEQN(_ZsUtOMk8RJF7J*x`+J z!$Ro-K?(% ziNq@?NIFUil$^$KyV}nTrg#W-294I*?HO^tHnzNvOR-kWXQFs!N9-|>=?vO&UsWi#m9dWGL)rw)=aZCjYgV3z~g z`r-=@`kbGpbhefAVVgup!2Y+k#E>;*;OAeMGp<}kL5$JT?5o?|4?g&M>M`s>E%zOL zgK0&Z6Mg)RJ7<+0nK}MU4E|qyePvjkOS2^sB*7whupq(Rf)m^c9^BpCC5I3~aCZp7 z-Q6L$ySux)O>fS3@7#Hwnc4r?y!*B8uC7|OY85k^$fR(|CaJ752pd@=8|G&LFiXhe zRspt!=-L#5+UKA%Ji(!w5SS?8*K}+R6Zykw)mOvKZ_3>gFNM_zTjz;9lCBTwW+&kg zLk!2Mc=^QWt>M{;Znx3{-<1;4L0pQ3A-nYjUQ zbTe=5LSBN$XEP&lXz%7=Z{ z4rr68xT*;VBG3eHqScPyCR5RC>RvOoz55k{(8Xj2cjnKSVJe+L206JrF=6(7@!8@4 zn=K`-zCH^xg*+|Qb!~Wb^aL;^M+w1fev>eA$La!=E`S#Cp-(e2{{`=02| zbGrlLkk^vI;soauBs&COGTNjmAEGt)86ehm0Z_2k=+%G5O>}u6kntrZghK3tq$$`?0`G@&qMa-G(`F9623S26p zOqKE?BAq}Z02&P~G@L|q^53ajDF>t)04(zjj9Ud*4)9Dl=KirH;Q;`n%LyF2Ma;6? zY>jcFQOwisKynck?J6iJppp{qJ=kjpF>|fpr}!3Q1o6R^zVITH_&5Ca>|Ut)D~yi~ zKQrMLxZ`Ku5pD@&Z*7*5eoqygaVEfeKRdNnOIMMr-rv!?zq&E1PnV&5NyT2)7fZk8 z7y^*(`d81WL3tHet%kkm%K%}`i-#d_$>dUCXSQTsS`emo_9<~OI)ukwQDLU+DJ+z4 zd>7oQX49+!T--G5gxb+eXaxEarlZ0&k*{cV_eT3fd#@-nISHOceHmJ?WXgiyqMA9nvBty#(nj8Oqz zXN6IYRkI|@@Fqg#M2=DiTmSW?%>CYaGdFs>dSl!?^ztaiE#0aB72(lV`eTqKiVbH# zQy^l%S~nTz)DYiEmrj<`CgDP984*t+yVu%Yd;he|Q)l!p!&DXW)$!aUa9p0J>_j_M zD#{;k{g@v%6hFS>)v@RZs2`fkjm7uSO2BzoI)1F37Q~tH(^_1y%v=0c=M;3jkuQjB zr3d~H8AP_||Mlfh1QN#a1MZ24?AR2Wh|$H$e@EC#+-EWurYoHR*LtwX$2uEUr_UxN zs(&USE|&}ro#WO3A!T2O_w*5SzWA4>nO`sFF%V~=kc_LWtOUSzuyo;4OT#51p2DQ% zdL0YJIn&XmEBlauuj4+H9TI!2dx7*wZpwB`Q8``+rR<+6h86@*oXWgy1QZpX#gq_& z=(^{vwtK*M$#oO|Bh9zSmtV0>Rs|%TKRQ#0Cgz!{e?{*v3qQYP3;sWLD1}vdODgpi zc9Y@X=f9h$fmyh{1wQ-D_NGS0kYIARzBkRE@vUVgU{fS9dm%B{wl_)+d{9!maa55wh?) zs%f+>+Sk$2;Vd>34oH@A41t1(!CMj^y{y119v_@Gb-YCRt@acFTp!>kfHf830Ysrd zI!(3AKzuA~_u)$-HVRag(nz9>%{wpeD8H_0*B@uOz+>+56}`{@-S-SSbPteH`pWUy zQ^0dcY8`xT7P+p~(_I#zLJB$A`Rw(ob+m;XmYT^`hea84A1`=MJ3o!QXe*Wh3eCMC z>62XmEY{bzZ882f%K1C9MP+dJAX5hBFGOFkqJqV@l|iS)2PjdwxVx*Xse!~l90G#% zbjb&hN(4A{vGvjqUA%p z<^W3#_W=+wFA&gr&t`#$h#1G?&K8!O`~bEBh>jS!Oi~=X^&&)brw1?NpC-OunANg*$6IsZMt`28%d96oui(7>b-M?pDj!J786+O(0kjR+N}oP`(s(}%1Wz{lVz0JG z)*@wjcNQD(K#De4WDO{^0X-K$U8%I&kia-*HQF;>Tx{=KV8HF}-qfz2A@Hky7g|}k z(+{!uLRJ(rwH|gpLui<0FcYo5)$SvOy5i(T$YflxpQX1qG%fnii{>Yg=h`aOW$5f5 z4fIL<^^fiTs0(WCXi+S8XvcfMcy=8|$NiQFH(c=evv2)~8TmihHK&q7PqkW)f#7#kZ(8Bc{@qbdhkTF%Cr?Fm9%`f+I;@gfb6YEHNx zsLa6dQc=AEx^z*VZ`3Qz;PAkW?usqy-CbX=IwLiAM3sB-ql_6|l2pq=hOR|(sm zzXcg^jZ`eyW81ucdNPHIii&E5tIpp+T&^}qe(b$b;o%m-fZ~yBnf=WiW*u8g*Ng|h zA`}0aom1NF{%_NheHFplLf#g_E$r%$rNQ;C`Gc+nFW^T7qF7%rpS& zdqSC$JY_fjv4V=GT?T0?dW{-LMhQaAA^ZLS@*6&dg$EPiKw0#+Zu{G*$oT|f@>tf> z6DRJ)qV45C=mzXB4#x|N4Rc&i8+8a$+T2UgTlLCBqR$Q@ba(FxD1U{^Fg_Fh;`LHf zNCVfWT7TpO;^BCVwDJ*T1|a3ed$>U@_kGCP#owL{3%zA@lICD)Hs;uwftnQAMD1DP z)G{l5bwKu&zgVl$=jLn+=xbqN*@KLUb<+)e4WPLdqtb!Y&+*w=z5&eh5+P>Y{1TLl zNZ)$7de=Uq4wEEK$*HwO0G#xvSG*f;#3|!aoUX%}HfKAn(kFGBzCLgJ34k?^A18QE zvNmMBstWh?hWiA25GlfE*PF1QCY;0xe4DSrPH_=eWFd6A^29hEH<3sp9}&y?4^u zSDH16ImF*Vx)9?y7AONA2K7nFxpwYta@!2L7ZmS<-kT3 zt~X?NGWzl^CY6XG;qpQv;j@_(V{Zic{K1V&?{vXZ*HqhkZWW6iVP zyhFz;?N~Hlb#&!s$e@TT)qsZ^c!M>$PX}vw&+24#INJ zg7cQ*eR@M2i>T{EfkEnhopPU4Rd%V!-$4bzBm22WsVf#4-eieg3MC%$#Y!rpZYlH( zWH!N0R_fekG;AJ_Ia6E~E9|G)TE=^SpIF%s$g0o2iMx2C(bMZaGY;3kP_b3qT(F8) z``4$VqDbFJmbxo%JCb%v8w35g1;P;l8|u^fm@H%yK!SYg?KXY^o-5$~S=Ap@y?pl( zWQ#RWy!HyK!4@_JOfyw&g;-&g2dS6g<8*ycb0^jPoD9U?G8G@L8^CD3KW*2nd6)nJ zOhgm!`LV&ae2B*C90|xxiKl{2w#0DjvIElOx>EIQ1*+KKiArGcuRQSnqU*b z3}q2?ZvOYY$l*NapTAW7W8nl^S;^DC6x!JA9v$O`LyA!u^|>UEvL0Cz?Ng<7Z>t1I zyox@l+8-0&(XX?Y!lG)eZ)Zk~njHS941af$B$=uE4asn;>&c5~2(dj#5fZgeP`iE6F5wD;d(OO#c7 zD=7%IcoeDKsBNgf9xo#`^Ot@lnrgY+?x#fOT&`K3^Kv2oWJ*DI0M{UcS7ENhP-M!$ zEh1a$Y9lZAWR}@zejNMJ@?h#OOU~EBVRE#RoDUmT1w7(5G(6tRggn^e*o4N&HoVcP z?Jm~zBCxazFK_l@>Kic>xK0kWQl?uP(j1PVKu~!4Lw=ELR@F`$3Gjf%MIPC^D@;8k z;ERulNkb+bUwPsYRmw+W9NWF)#O#}96(YmH<-i2^c07BK)htZOuc(u$uW(*-8|!u) z@49*m6CiVP*3=MNl>^yIKBrOjb9(}#H8ww;hUP)j0m~Bph7Iz|or#QOL~x zWp*wnDrz+t^^Xm>6~$f7&L`s{tHq|GOJjkq?F=#3HQxeJ%nyz4Isc(MJ$2H8N1&#m z6_Y{$nY<~%8HZo&&ReOcilQ*-H>|(DNgms_nS3@NE@G3i=wkPmteZ@9E;-_^9~#}@ z!sXDnBqa{7pyA$+AA3kP|1T~8SB5fo1QA(Y84NEM*Bzi7%>yxQm*)@A!UTK*bs#9$ z=zi5j;NCwfpNc+jvO0==!Hh+p$boJjKhj)spo`0);;zP?&h&^&Ejc|;q_xoF>^xG3 zN^ha>%mM<|9Px=Q8eo}Nt)^6ctU6Q*QI(OeXjx8`iOR1ckuLUuIQ`KUVvv#JCnVA3 zH3P4R2IIWM+7iyB;P52bj;Uy$A3+u}tqCkx1nTX#h(Yl8^CqTUxk53?Is@WfwZ+44 zubjLm&bE4o8y@mz?gmtjT!jnVQCsk^=_6?v1ubb%=h068k0_av5kcHWXA*D<-O z0Ke;}fE=~OHe@M-P! zY${}GbWi*MPQc7(uqvX1GQT-F*0v`$J5Fk*z89Dnp8!Jl_khU#1`kiehJlmQ4I~c$ zKW77&^D7W7m~Y&pY&JjNWCT-OW$X}wlD+_YG33?VS=awhveM2yupAl6z3LxlYWmp~ zLAtQ{&bD&J+ZSgVn}{yB=lwP7FMvZ2d^s}~CWWCv-rQ?G+_T~u0DQ9D*Y^JFN1RQR z5f^V*oQygevxZ=p>|OM+wBb+MOQ~E$JUxXdq1}hx#45Lkx=xm^bwFt$=Pd7F!h<+( zf9!N%!KK=H}3)u0&4+ikT`Qdpw7VVj1EK12aK)WDY`e zAV|t?I{J5Xl!=%aQX~gR@xV{U274D!QxyrpQ@!aEXH~^flW3WZG%&!@G>T06tbyxz zVDp7g5=x}7u4>K$C=IXizLzg718~SAfSFYugqIctpG5k13q$1qaAjrmat8{fXvbAK z$@vPZVRB5d5%#dkgE?q$=~NQCOV8A@NWsko#;3K#|6zL$QIz^pd--DN`T8-cn)>?Y+ueLw-kXeceJ}fcFv$IYP6GIfLBYYvET;1O{65*n13U@DhOr6axla;V zMs{o+6#>FdbZ4OqPYhjaP{_k|bfMMyQhU9J^mgf7ksb$eaQAjPN)}dTSBDG5eZs-; zyxZzowBq1N*E=^120HpQXyydYH4uNbj{f7Xj*)C&U=Q-h+kb9gn!HI8>W2Hcyh$p) z1@EkXzJdc_>_D~@A;Pl@=_ey4wRM-i@tE}r5e-ed&Vh2cT>Xk`#Pa2v91rNH9`aN` z+)`CnF9xb85IEm%d~opa$ot71lsW>zNqv2Nz{z2CzucG5lFJjcrDX{e>w^&+Fz7cM zQ~2s?x3WzJGR(U+P4)R1RTS)vEsRrap5kI+KOGaD@abp&rFL}>6n}$Vd6`6W@_0G= zdUb4j36YC>w9I5xFH2H&@gZ(?lW|TeI|LuCVm)6FuO`f!kB`zfI&D9A(||ZT;wR;! zZvQEh+VY0MWs}%9Y~NYtp2FYTtBa?zWrj!$wyS^5^RMzjFu`a#N~!~($gB9MgbkxW zPgC<{TI8%`@{~EX95;HCJyWekt&Upp++XGb5M+ftGDXYB^vn#aM*$^ggP&rRnqs8!g#y z|JeA(b0I5E;ExX_alk^Dvg;+lU(-T~dG7;#%T7g>B?+rx@yRVWDtiM9J~1IyqOw#0 z76yXHwjgRFmrzE)V)Y|fa0t7xIUbnogv7q9ib<0G$eeBRby1zQ{Cx+RF~E_6!*57R z1Ma=zewHW6Lg!fb_EFB^ z^2^MX3dh6&LBjEqzg{<;YphfFD45Vgv@7im=54*$G?i^j*3=s(7dx8Jlfqw4m&|0W zb~FVc_;5zU{T@RBPD{{%(PVzAphpPk%G4GCcHd ztWq~xGe2*irzTTKRv_caDIQ39Sno~^taUm8S^@V1}lO8b3?j0;mS9l~Uufu|lrHO+M9Zr$6~>8Ekpp1bk2Z$R0aR^XMF*5WBN1 z;f@7`lw&Svgt{kiI<)Yg3`hQE;=xWwG1{3);(g}nCD_Ca*C+@sixVUj(=tEImp5#$ z{Q>q%903=QzW3V-lcm=w7U{r@eho-RT^lG4Kvq7#t|HEWM$}@in4e!Raof+tA{?)Wp+W5U}A7A z&iY#>n0O?|G~}xRQW;IKO-1LIM)G%mc($G#xf(s=yyHkplf*ZxZqH9QXXwZda14xl zl3LGCRuTo1ezv#qOOkT}rrNtc7)e(DiLRdRx7p$>q4-6o!l*$L?p89jb)! z)P;+{S|w}wF<4?p>E3}Hut6M--+13nkdT&TygSP2(V3GovG|9Pz%h=Z#((IQTr<<$rY-Wp@k9SI+ax`^r#*5e>%knCs{% zg%Cp9SsXOy34CCwo-D7Z=-)$FInutvedfr=ZLI$EgX5Um7f=aP#~~=9VYaqDYN(b9 z#*MCOv<()MGCmclO6ny9?5{IQUJjpVVM@tuXs!uS`8P_J_WCTifCT~Bzw;8lSYd}u z-h0q%6K*E9->5fL+pL{j2AKzzCZSy!fOJ=|FGlr5v4vjo{&K#cQRl;6$y#`?jMmGL zkPwjQ&1-!DjG|EQfXUx-0^?sZ_K#-#6FASjpZ0v4w!Elh5K8O^u-R`*F~ww7PBP<~ z6wMvUzqwr&&HE=4E|QC(7PeGHOss1F6B0QwQFHj-sfhuRgXCqFDfvd zR;xTSH)>VCF7FBI%SOnH4Yjnvh`QrhH753m(nY@wOAIWgUU@0pwO|>~jQzwpMM+<~ z6J1;d>32ls%7bw%A7N{*>i%}Qn{3xpA{M^D-6!<&WRQSa^H7HTWQ7-1W7*+taI$Lw z?HUrd9bvST^56w1O+xAuxIUz~8;p$iEhOXNcKyTSo1hWf2T3cBQ^knPYnpKe;6^8? zy7f0(kzc-|7I+y#MvXvd49{jH@4ma}mg+1vF*2%`EB%8dErn-^APwSnv}9k4WRb68 z*Sz@c$rA(*BJqs_jkL=dXC_I47bZ1j;IE@aP(L96 zCFV@4k~iOY^X_UNHhDtuEIa)Z8zQRQC~SJsA8dwFduHNdRu~)9%jIQdMG6GOQ0eN- z6*%D1X|UE8RFrlnwuhF3`_Ne!r-A>(SNU0^Zebn234lWKy}2zhHJCGP;sgxNIIb7P z65Q#mp6Y44jlT(fbB|i`7pQq_A%=3?tFiHB<*PWf62chiHe_wMYQSP{D)rldy!B);F!?re4N$UmN}AtuzH+;L=C6;ed+n3t^*i>} zc$tZ~;CTVXmcHOz+mq0)Eu8W1XvH zUV>!k|1pKU>G^%ox+U%^#uOw5Sd%4Bg5c}e3_R39mT5REZ*jwI4Bw>|X9nBVi8_{f zh9_%S`B;^sfa~S(Ncum_Xl8B32$HWDT3R~EhQcEw?N8UmTiVnA{O81=78!7}$Uerb z;E05)`yRGP7DmO%xkS)<==Sju-Jf(h$F*+bM%{ zF5~TRnD?blpP)}h&ie@(fcnxP4-iHoHd;Wt@f=RN+* zZ6H?3^}))eNdKmM2nY;dFuGBwsr|{iRB=Rvh({;^A#vRAO%tfY@ST{*nY&c`a-?9i zI5?JU#-JKL%MbT2En2ZYu5bQKMLX>l6*yZSRNqEkh@4I6de!8YozcHCvPDcg(dhX* z6#OkXeiob>gb^%C~Dq^mE0Bo?Ii$Ua!OB5uLp z2R_!PR>MH!axSj{ruSn*_a7ZL-k<)Swe)UG&@Cn{U#>?aka$cfl|=sgI>#1q4 zmpaxR&dv#!*n@M9E{>muto1+N#6taxIZo$wN9+k}ZbMvup$s>;4k(Z!&v6^lH}Cn~ z>2v4zOQz}mMT_@se4cYldy2C=>^*KYVbul;M{STP$N)oQy?QAU;P zapB5!i`|pp(;}W27#y?$Y6hTS&iFsoR_{*p=GRL9X0BMNpKtTI9}D;xc8{n+m-~Et zDZT74630reir(KE_!Y3IxQ8QFnz95z?94eqkAAfA;&rkBUDkl_+cD^ZS4$%mjC#66 zw1MX|1+P46NQ~d!HPGGP`4Y>ZMd)F%HN?vSMRnqi;Ny zmp1+Y%!<6do6D-6pa$*(7GouIyQk@LnD_YX&&pEIDVc+MCz$Jdoe`MFiR6A17?bs& z;Bdz`1spwN$#Je+EtCFG`$+76<~%WfXSzR5Hn)4;EPV!$`Kd0w=u+3IwQ2WqL`Z(_wFXx)RVsptg@i101h zXq3eMYs~4L)i+UB0xpuI!R%`&gMH#WKg|k7 zV8;LdW8x2_UjH9d8>ywvPDFS%I&_aAI|$=0xF25tFk(b`@J~v}KP2-FCW;^rm!YzC z-p5tYz_YJ>ivjtjXBuP^G84vuYuh_0WO&|v(It^jYNbyw#ZR3_TXA*q7$nrkNTSNd^z?YC)PsW;+CGx(Hv)B+qPm4o^6Jg#p4#K?Ob2_|iANY}8+JMpBb@$0B;OL0S^2rH8 zQo=}JW=uW`#ccfYB*NmD7R&zVC`AJMeyqp$5b62=IZ+nl!QgWS*yNrm4r0M&WkkO} zK%>MjMw7(4xV>vFZ7B0~L_-hmuOC@>raq4J6WM4ZjbX_;W-JjeJ|%yUmLAwLx|eWc zOFds(QO=69Lb=%?fTuCiCpB-wIZ;_iiE8craw%fZ6s{otSA)$y?Xz@0GJx~G#elJb z#ZqjMj2>pQgKVJ0@{Ru%1+b{RtS;=s@`VN|1_|Ynbl1I=!e7ODc6L48Y~?RC^oPo6FIa*EjbG^HF$!n^XfXc1gyP-zcp<4)?YYc{@y`0-dI+x z452#Me+yl$1h39XQ$+x z%cO?#>fj!tmzVk9mwYZVu-a7SIJU>;7e!N`)%>E#)qocuWpGq0u(n4MR~4_M%i`QV z+a2ICn2GtSdyq9bqS~t|1V1H2V-S=Ok4ReZ7}mKhs{S`&GUAEqJ;{)j;l5ehE38Y% zmLAWSD3%G#2qbG7zROw*>$rct#_bzZLeA-(3$hF#yqHMFUbapiNWGJA_AyQ5ATY*# z8ECv|<@3gC8j_R%Sic#`2<6RK(>3)6TaY-gyg0Lm%CgdZf*b3Ordgcs2w?_LQvuF1 z#S&-c{&MP3_;d z6zSR3z3Ti&nr+VClElEeOh-lo6X!G1!spJEk$YoL_&wPhKU&a)bCVAr2Hj@w;kYTuD1*Va0DWf0HSbS{tScaTXHDx@MeH0`^?9u~6__8p%&gX}CUz!m-$Qw6*lSV6s0hZufsEIwH)P zmjKHnYFmRUJCXs{o!JE z#g|cJih-Y<*g&;@oWv2`6FBqW_>Q2)@PzomHc6&)DcLH8dkXFf2Fs%X---=D|09w$ zv!iJQph$*a-$V1}_BGcZsXl~#nt0|oUS1FHps=qr$S+tjv`IiPFW<)#ZpXB~xjE^8 zTG{q*K`JZ|EI7NE(k|X{$iSR_-Fnw-PtkckYVtc2t@t9tazR2SDJ*Pxa}(a-Xpx73 zp(LUl64cB`K{O2h!$5NbjqE@%V7S`nRCw{54S}sAP(^*gJ5X$G-pn_6au8ky-&`GA zYW~X8d8QVWO+(a`p0QoZF;+a~A7XT1wPEhZ)QO%A1+wXl#?-#QkLF^u!`Q`|$s(8LS z%F%v;4;?pGM`ZZYLq?b1PB)%uImGg&RLhx3W%kls_K)?1gOf?(MoYD$gSi}OCp51% zbAyA_)hE$#=|GPYjh0OS7XIf~GLT<6rF__A0*s0k)7cz-SJV9Mu`-F56!rahWqtNt zPlfzhmbx=9ne2PrdgG%;^#`*f!Zkx!{=HYKgQuDLv+J6{)5E8w8M0ubisDJSnN!@k znQviX-%0&G8rmX$pdF6NL`OXTmd(E`{7u{E`;P5E+`>k+Gm<)2B)nri8C)u^a@B%!7@YJ`m@A2zG_cKe2Uh*&Yq zbkv?MlT!9az8mjk3XG}~PAW8(#aGmd;lDE@oGRu#zsPrV1nnKhewT53-u;%ab9}&@ z;N0S?$+vh!^Bg;Q47!ks4?Y#eFSVu#>v>HJxhJT%!E!9rmn=aJw-z!y{ z?_@SW^GxJBA5Hc+@1c1YhBQxcIhpq6qdm$n^NQD**7JImk}Azy%&6=hITt?~)0FIt z8q$-*)D#(BOg-ywDy8{!N%Rk;T5EnfRiTYIKf7cQoZN7|9mVMNGzA+`RqkjJV|C~J znP}6ov3T7YlO=5m-)XG0TNlTQ^+TDN=V5eN0%?!YD1Pit1TGkYMc9?KsntmO)MmM_ z6E|*4i+`7%`>_4_<0Cqs<#{WeEd}4Gd)C%Uy&Gjck)tkqP7~bRAmbV%EGl77HsI`w z_T${48BbYrqJ+X|DdyPO`))8(bkQ{=!{mK)@$8_y=NWyJHHv-SWE!Ccxp57oLnu_3 zRKYjVc`sYLrqufo_x2>u<(i@#b%%`3HwR|fny2vN8aZUJ_)=z0Q0t64zurlJ+t5+lq{8(PH*R24rTKOupbi(Dy-pEScqzQgXMR)C3Qo+MZpAZ6 zE56ihwWCu*{(I88cVog@cBfMMM5`o?-zZ&%eov*k!FM6)()NH(+hP4WhqRLBeY|Xq z3tJ3C;KqkEo$0d&fmtM9PI9JhR@t1?+1@lE@>C%2+dw%k3D%v7BNCG&t^6W_IsK$Hey3#v;`SuL;KHT=gX0vsdD`(_qf0@|`BicGM>bETYf=ryTN^rees_j@mbl`-1g$Sthq*Gd-N<$v-(2!}J2u+& zCtU2YC%bumC-$yYu^8n`DXvc$>1)oW6;3$K?aD+;$)@MYPcnQm){@Ki_SU*0_@e)9 zwrk@h#Z&>kRuRmc2Y-_=W_lg@MIAy#w#VZEWbmO1u!34hP|;Gph|MZxbs}nxozb{C zHUho82-WilUfa?puS&W+`B+KJ^d_75#d6VzQ(8$9>t;pm1`RC5JZA|oP1i6VE(hwW zTq6tbzWf&#;6sbq=oX!lpXShIzP`s!7evj6sE-jQ^izX#@nSu@NWW*X>h&3y(++-p z+h1_eoUsKNblO z$|3h2Hbb!-&P(X2fmXSLFtyWr>*s49crZkuHiVaM^^m0?D!PuAH<+7`ODrP}Io?Mo z-AD9xf9{X}?D+}#g|%|BLe`2Z&v;h-RX&S~wVAZDT_Bv`?P+=4*^IE}E$@xHX0vd$ z_Qz~i&v?iKOjAIvS8O>dN;lrjo8Eli)7F|L;CVqcBef$*ofOJjWR0)k#(+H<8nW{@ zj=;nBG=_He*;0H53s~)8%+F0B-^*P>Gm>g(Z1QcRUZfq?ll9G@y@O`?FT2sGKj$VY zak~#eTL_L*<+s-zC)z_>XFS)-z7Y}<5}>i+uS#-6pwjhNQC-akNJSA4tlrgr{tgd% z4;PMmv@lI)N9#~>f9~yp#jAN|B9WGAG_W`H;vJ=+f;vd{c^lshkb=IJ^}Zd$EeCV` zYb;R83-`YE_YQN|N_Ku+<9pPv8-r$ond^ow<(|MI(HSp%r%x#kkw|Ol6oy6wG53m)FD*>akNIh~l>Z`jSLaoJBK!Bq8gS&- zMK~rFTM&SE$q#*W(=%x1srpNliSvrLT%iD;-Vk+*W?}WJqu16~~N( zHC2G0`Cx;Kep-)n+`_oM}QDTf)IFW-Em`m&bX8(#e|VD;zl zW5vapN^|nVYz}z&VtgXIhw@;ShU6>)oGL60oT|o>c5*Us((R2me{$oQcS^#^gaR2@;X{>7n{8sb1xxHyFEoLjCU&6+##63WNn%!QSy z2&Y=$!^X6t{O^W&hpiVx+^<}S{N@P`_=;9mgb~QI9dk4>Iuep53ygPi+Yj=n#$s+2 zvudp_P$^&k#I$kyaxuZgh=>N&EkIBVFS4E>M?{pU${!d7iAK{1T*L_w5`1^e)&fsJB0!GV?Zk>tTu!xqnx z>yW$h&5CHfL%U#v!;-m!rG1=_D5vAt5ZKQX4$3a4yIg~yG+xqkjjCLBQZ2sE$DytsoZ{%{ZYFnGt?rr8m<8i^; z#aejSB=j+!uA27)R`YzR7nnb}Ox#VkL+~)T&SZ4a!Bi=_FE)o@q00J#)HNUaLYgXy zB^YwnKx9+mOwk$b?oZ4X(nI_(c6+a|BLgFbO`!Bm(biqBONg<)Dpc@SK3QmT6%Uk8 z0TTmWdVfknxcSHalYm@omCKv*$CLC-F}BD0t{eZr$fKD2vR?a7#Oc{~JrYzmlWyP{Syt9Yx4HuLQ~nJ4SFVpZyc6SP}&_l~3aoAqQnXzY|jW&i9&VVap(M03PR zQw4nqd%8QjJtrik>?+t4aFp7f&LOZE^KMd(?UD=mA%L4WJ{|<~d4`6{j*8tlTHMI* zV1RS9DBO^>VJ2g;)5Oya8me3BWPEzkhEc{n2$c)dzT(8!LYH+XFm|ulD{t zT@$_t6M{y|kWnqILttSg@xxT>`^1YMn`$?qyw#8oTAx73$t3`FV0PGT~W1>O!M-CF;YLwwZA* zDL&3fBEhIi>J+v4`R?s;YTZ+bRPjEhsqd2>*{x{CU{Ovon9@ zla43cm2yvs(dQDu%I3b$wZ{J<=C;KFUW2N1gaPwTmE?Ju8Op$R_~3Ess~;>IN=sp= zmHsoVmM&8Ccmubr)+5pAChn1R)472|Ba4M*IazK9PzL$EZ{wv#V16OBp=HEk(s`1ne}g0Yh{oR6D@ZnuTE z$8c}x-CY+(;i5BZBcgz$)(3q?KLW9TxE>3R2*U?5+_E`8jx(ldJ8ltN@QI{2o|v{Qjzxi(aEx=Op$??DDi4TBQ$YmemIX1ZzPhZ?qTS5 zo*FCJj4(Fi$3K~brSWZe-0D#n7yNd>&WayDkhne70>7jTd*kJ{Lh}?4!g+X?qj2Ld zAkk#>IF#<(SX}m)#3%mb`j!1?yj1R?Z!FJww@Q+Mgw{gI_VrfED28L*n*4_PMVnlQ8eMh(Wi&?N1|RSk z#KLQnl{-IfBq$S6ez{K7(Qaul#4qM`Pg_nBqxK*xPEAzJ`5m=L6Ng3Ow6}=umQ?Lr)a= zRr)qoMSOHEu>NMzt(0`(bnXVVHDb2&Jf2Tt)RC65AMNM2H*7>?n=xV=G`Lr6{z06q zl;S*e$tm({s+#gC_`}kCV>#-TsL3h-63MIm67AHu(weD~a=CNlmHV_KFBf9ftZ2Q2 zV+*HpsEWTsB{9K;&TAp_xydg5@BYpSV_d?wV*N%@1 zHPU>a%C?tL)Gvgpy&R-s7mGUuHsTySq`;hTtAEs+apL2@g{+Wa-XhCDu69Dg$cz|a zo|Q$$I>`gUy5ADAS35CFyJ_sb*Yea+Xb+(x3%B>w7lR8(bDgQ!>TV>~{MPPYWzV;J z-5%zmsRG^m=S`=w?2-wPy(bMuH@npbfde}6qsyT{;jyJHeB`C$MQ$1=vwQ7_6A)TH zWC^AlA52<>f%&N^SNz18h2_seFn$wV=bF7(L*}Upqx-yilLbMHHWFStbA+Xw!eLWd zyJESNBU5H*jW=p2JOMD9>b%njXj&y5K zXGLwa+?sc-Z@tCunj_umQ|UDu#iCb95l(#=^SD!p{LG394)q*rVj>sKmQftJDzFlPOaOK7NX@ZwdmS33Twwl^7Q5*J&{*t{SuJ^J0czABp z$)VVBJCc5^P<9)(c}&nc>a*KY?d|kh-D9((Zgi4zGPXk3cdOYVLi`ElhueDXowH)a zG-**$(j9uQf|83n+O6GotiQc%q9}=Pug74a!fHD;8F$aVh{2}k8NVjr|MABM;Vtb{ z!P4UIV(x6wdPkG5C~%zB0#6Pr@gI+4$nO>-?R!dFmU%i57M(T~ysIVoc+#@nE(RXl zrmPzEV}DuP-g@EVD(i+g#qL~6IvO@6AORcb_D8+kOWK8n{X4@u-F7Eyh8aG9&deB? zePm>W3i}93RbFuvj>ITFoZjB>d2GXYQrvG>A4MzuSWzd{w5V}e$r<^ry|0db)k&*+ zo8_^r;ki8T*DTVrZUG?Y<~jl>pWyxdPRBR;_dUP?R}KKif;FtBQuc(MaM?SB#BM)kqWd89HL2PCL6#qs3gKu{dGG=*QsjX$H0T#4-`= z*cFv>9~I2rwMlp!l{9%W+*4ZfA3X-UWy>eN4m11Dp>`It_0k=KnOz69vtxOG47A@o9BBv!7f(D9u3awBka#hg*J{n^BBBgnGZ5goA-9~;ps}%$#r3j4h1Z3&9^Uhz zK0#9&q=E%;w8FXFFT@C6J+~^yDef&o%GdkbU}Y~M4?X$=2GX93pY8gb`j2$Rl6*$< zLVTNr4-0s=;QKHX0RK)E$1J?v9G}#CSS~iuN8z6208!|~M{@GS=g-x_T!{Q2}%P-J`a<$loSo8+}`*>?C#~c0bB+a3FPHNK^Z{*`v_2Fz?XggM%Cx} z_Mv=e_@SR02J>V7d*e_&XTJjCabnJx`KxH#LMngD)51cW zcmL63!j+GE2SAlny1MN@fpm2g3#w4@eysUWt8Cm=CY$$mR>hqk<)cx+^-D^@L;Rdu zchJ)Ve?b+1VfCrGNk?rS3g8ujJg-hA#WM8Y0X)$uWTa$P@P$tXxc2MnfA0VOh5X_x z7%C`RYTAg2x3om;{+8>ILr6i4|C&8gt`LPuXqs%$WPGyQ7y?@rpn%gyQ_u|;4V0HUwXY>OW&@<`bmx=Zk5Y z1kzYC0u<319!GBLNG5_Nv)f6H+IvO0h>)bPXl{a`{{Enhh6e7$ftW)FpP&|WH!$-) ze*6^(`4l(Z?mBG2fcJla`XhI7>$?EwWRHW}Ux=ra=x%Tu`g9!%{%`Q=dD@VQsd!g_ zL8wEJkA4MJAo#pY#lFX@x;8NCb$(Qc0AI@f`{fIOF~ohv;DsV8qcPEgXg5FX8}se$ z?8L{#iy`gool(QjmLYHA8(jg5`B^h0@^<}9m0ldub^>Eq*L%j$*6 zk&zF%zke?egDPfJ{8^x}Ram{4P^j4i2C7U_D+C$dPhdoEzc#lQ9%?cz$m^vWkVirw zaA`4M@;vq>yk9}{b^*nN-dFWYjq4GT;6)}oFXAA+7!(3#HW?@xfzAsxfM?u%mVD%K zV6L5CSjYo}jzJA#WamA&2HWdERpCKw#*GdLtT&k*M7Ip-N$`cj0Z^`iI(IZ?pm4;3 z)l&-sZ&++B5M!Mh8)L?D0#ymH2&n5@Ti*9;g!Htu(Tbo|-O$th(8tJ~5m7>XTwIB* zAu!cSY*{9{(Qi(e_+%#xDf_`QB!Vl{*VU08fC}?{UrhjQ-+9kuxnv4G?5{xVs|fb<|<3UwBL>d=MKw zU3d*fieW1+zbL`oU>4A^!PdznJc)h`NpvVE*e7pwb#}_6@_HI|FKnHO_YP>*QG>Q6 zDWvcd;ifd0eTj?bSq{eGZ@>LET8N0!j|7rN0MFxRGX*UYtgK|5G5L*p5?~&y=By%F zK&4)v_T%Z?(&J?|-@^_N{W=3``H|~3pMcP-v9WQihk?~T&pz)ls=t2E{XOWj;ERCv zt?DO|*wb8tFzFq*F?|OS+M6Q0Wk)yQI6j8!4qzBoE!)ND7F0_j$j2FF*JJ z&pA)+nOU=D?U}+0BQ$DNO`hXZ=;1&g5cFX|b*nhPf0F}i0CG8!3Gc58+Om^v+z%BL z6o4+n_XXjUnJ+hiZG$b!pc7&$;v@w#3yXn&PHJjuo&Rl>4ORQUzrU%xHUo?4u^j27 zEQEYCdI#(Jhm1+ZN>dG-D&;i|z*mcVjITQF8nG`>{ktCq`_}y*DqMdE%5mJ*&MKW9 zg013dA+fQskybrr7K~_*UcP-818ZO(%cpxC=tE%}slJbndIN(M_IwXIu7S>lVDA)oFKGwMbG{tWZHFU11t`@<2D8TkRq@{Wo0ZktsK;N->C^SdJd*0#UUG8DD)jplYXqI=wcpf*WN4*hvQ#{PxI$@utCU#okPgcSOB2W?7~ z3KC!mT(aCgWd^1H{nq~rbPlb>aqjykPZX6E2@^t}2JF?fGk$Co%=D!g3lh)t$j79A zEl4ru@!zSn9fvEmUYv#Dzlwn;HAod7Z|S;(iZU~P;xx6**UE8i9XbV_=u8KwQI+YN z7d2kfze#wS8syp;%XGaj(|wBA_tWMCs)tBP>?#2m3D5%2quvFeob0)&#lFv`@;mIY zomx88PO<2*dod1K`*@SJSD)us>edFdVgkg)XL($JR0y0M@}97C3PG>EwN?iDdnrs7 zx}H-{7HX{YEh-%vd2lNs0z5rLoCaVay#oFC$FL%#8?4bYh40;`?c7=B1Ngg)`zGUq zT`khIKH$J&3;<&YNGUa$@Y$&G74>Yqf+bQ)xXdfZ@LcQmvK#h?$YRIdnrZrhV@+F# zh2iTZn`~qkq%=bQI`MoK@HeaovyWA=_u+q9s^lgR#`CD7XBp?^#%0Sd^s0#l!BHNr zO?M~h>cNVaX(M-F)B%zh15eq5hBS%sP44_FrC)@&XKir&ccS4E*~>32NF8f@=gSJfy5M}JD& z+qZSiiAuafCKsRi@9ryJwK|PA&|k$7HhJ(m_~_8$x%gW0GI8jZgf<#H_fD&CPtxXL_Rxb1~q~mu>x5AI&*zn&^K7Y%t(^R6f+)oB~ zme-3Lw=LI5#a({hJTs*)wWj%DEoP`7vHi|zGDUO`{YNZv%bcBNJMu8EXw{oHg8T$T zoc3@Ky+Elm(ku+u)g5RwquaU89{mB4kztzk8g5z_g>VVH9Lstbf;>4aUjS8pSvfiS zjHZUb2h)&;T^rZMl)SVjEe$3C#&*|R@GKTLZSRl$RH^gtD9@I&?|=LFar~K&tKVhA zd9(4J;a^ZE7&o->v@f7EHg5P9xL#6Avp*0^!QkFET3X5HtU3-4yj^=yxT#K3?I!Z!_$yz+O&43!T9Z_pw7VV{~II)zMe=We4b=@fv}z?)q4 za(E8rrOd`NY~l6eOldsxQO7Rj6%?_1Oy0m6~T~CofH4)=MV;`yVXU$k5&rX z7wFU(0KHd-^yX7c;G*D>dpOnpSAel>RoUZ~KErCNpposV1cf=St66{dcJi1W1bvXM z^`PzTA9kHpGU?wmoAFoFD*75&MOh3|Kp<5(Xm*xHXKO+(8pCQ8@8ti|u~Mjg>B_c! z*M?3}sboOqRc0(~*!Rt2L#rTl*>a6Ye5O8@JRqeBmh)tt@bR$$93M^YJxU64WAT}} z7+}fY^*b}}6wXBLYt^;&A7`S}v@@y+TRa`+o8C{^&Xv0GIVN&td=rn(?s#8@EX&K! z9IwVuMDC%TJfMezLanI|Y?dua9m(+l3nKruf~5OBt8&$yxcIOdGx1F6m78R)hZ;a% zAPGhbm4Eo)^gImQ=H&TBnys zDO2z*<!jc`~!(2yrm%O{H(4 z6^f|LR|lYNNFWMj0!(pY;xbBqq>3_v3QP99MRGYlZlNc#f4w({r48m0Cf&nS!H(A; zx0?hsgpQ6z4}$BVB+TJq?Ee~$yBx$tfGox1dO;#NcjiGH4^Uy2#J$Fq^o?&F5QXwNpxH z86olr^WZJjTw3uQ^bdT|GRc0@N*q0#-ff15(`RKFDN}n6DGnFaJ#boBEFLnxdbH#o zGt;&Etc)Q?A2(Sy%IxjOov~a0av}9R1j0I)#1sI%8fvhKUr2irNwglS0bc#(6DD#B zQB`{?Hzj1IXrzM1rXxu&{s|7OBU9;uslHzLaQ=nS+$>OyXB`w)f>c?>?Vt}>D*987 zZe?Q4=5gT9^hAILvTGa+5Xh^n$-0C1@=spsx9oO(B?oa+iG(9e7&LGd*4!Cjiid~- z==G)I$?kwR$^IekbX9?!cy22R4Y4mT=l0O6%)?pLNfns2g|*Hf+RV()V$@kOp{m-c zbeB2zk?a#+`t#6`-M<(Uohy!Ogf=!dw#$`9MMceRP>d+U)`uW@oK3Db!W%zns8=bxRLn@V{ z%g^3jg1UlNQXUG#(J`3z_;mJEzo|1i+rBc=0aKShGjsYVFv2GIMb4{|YfrlS(hq;e zimuTUm|=cNMJ6%|9mMx%X&+x_Ot>s->sMwwuKP0Nx`!>T-#NEYdiox*srF|{Tvc=1H*yQgSabzIAn`__gHn-A#;YZ zHHXL-YWhw8Kn^~R6M>5OKG2@}H_oIJFuM&n>uIVdZf3#ju>sT7W8jd>8Y@ELT^Qm! zz=71GHRZ~jtoM`V$Sbf^ShdhGSj%995wqD(M7R5RY*Iz{GDE{-2*~nruOC=_az}C_h%3i`bU~l!J${? zjjC1^9gl@7i5xE#=l@m{(6hLedjjwT?22TszN%8|$5ZhtR*yZ*m!^DuK_S+1vw2gE z)ml+ta0@*eVSYw_hxiK(9x{-emXw}eZNXL5A`z~}f{*6Pzd&eF`S) z5f+&Q`0z@7#EP19u{xvB!NTo$Kp@ST`VSH7X&d!0i9)J#2dgE+hm5Dq$L5bTN@r+t znq(MN?W{i#1vJutcoZtn2$APY8+QktERAwG+_qgFq4pss#kkx3RBf?L<{#{KMO+OuLsmWk{u@TAqfIwFG z(dj}*?MqDzh(9~?=Q975jZ~hFv*H<aCcZBHSNJdo@C|GhZByD5xlxu)F|hwAu#HPde=T2`&m-VZ?#I z9^O7`?o#pNYZ&S(HiE#{BLqr&rhCVgma(gWla|X&WTQh%CGYHIXPXpMVSMEY6^y}a zN^fy+y^p*B7_r4M`A!ncx9jtNyp|qM<|3S4%9BXWH>vJmQqtKNLo{Yaxsp(jDp>V@ zY|u&_T33Ik3N*IhWC7*;-(C3wLU^*YbW1ua-3~s#wvu6CoB64CDsQ+;089JCKZ4>Y z#G$@MJ+6zGOSTA&oOu*BEc%3m7I;eint3o2b1jjSjBGYXNhbq_K3747zVV>4nTdA) zm@Ia=U0;pj4bv6f!!dV;mmwOYXUq|F13CW;8?FNw;Sqe2pZDmFoZjBvZ^1;x*&G?2 z%Ln(TxtWY(r?tu|4dW7wqxCxH_q+zTCZ-!qq7ML@mn(toRx?T*DlqoK>-2PBC; z`w~5wm!3|?MZ9gW;ml1hMgWef{sdb_RtjqOd)BMb3$=Ao^l>u_+4EP6xn#6Gwr?n} z4`3(?0%S?`EM|<89I+pUYu^<$9gJCOQC~4QC1yW3bPSSeCy($^u;mv=sBFSfABmXU zVmi1e`hWXwEqJZ1&635pW(Ox8^q)_9!xWd!w=rm|! zAFqk5Yp{B)hQ*Cl)S0uqRI*_T05eYWK$@Xgvf#h~1>U%pt8DwOk06U#Ts<-N+u z8^e2le~Tm#g9~{f)Po=WTjb6%me-Shn3O>hV6w)_*!Xxd3^3d8XJcA7>souYgnK&x z3vigwXPs#im1{N2Yn4C_NKjQMt-=S8bEbn8C*3K#gO*P5*~D_U48b5;h?|c%2RXDs zRb^nA>Gg}{PJ)C0Xvjd?*DV#jF1UYCQKE`ebu3R>fi$XU z0ijmngvT~*A@|7nW}H$IeJAO;YbV!aU_YCtlNqCOJTm$dK>~qRXgy=VaG1xx<&NzS z#55LO0w@@B150?qO0Ap!rH7fHsgkCO9sm6Ob(@De|9 zf@NIxkB;3*)O^M#Q)z9hD)P5c%#ZxOm%|Wo4fou6%a9{UKs>mYQ;Q94SMO~{zCGfD zqYieOlXHSRv*fIH|MtuAAag!OSoV95d?T9I%4(CHe3Xci*o^f^Z~kLA->XWyHc1Jf zv^2`kM9cMrqtl}=e^cw&wT-ACLlwjsQNT3p$T*V{6SA z?_!xBoG5E16e0~w4M+Mala=q}feez|p$HC=VQnvKk#yx{#my|HI~dAs_1%0lvck5T z{~)G)uD)-aP|$KR_72Hm67wGtDr5=NLLu|4wF;*Sh9QD&MJ6`y1|UW1Sz~FG0O@af z-A5w)4Zvz~xX{^SG^Z7ZFmGNSdzHyD5>Yg#L$#9bQwythZox3nXTcIHnKymY;1y0V zI5~{v|51dPPH^vcvqCKEycn`q5(SyNYgx8&l6v!NFwIJVR8}VIjtb-0a;_!?&JwFm zjf33Spj+wc!M$2j6ya#ZjwFehi)(zz)&0Dc^LiJZLdbJP_U#su>6#fLxZ>)m7r`$K z@PrjYN3;9wIDrBy=U8*Hr?B8JQx?zQDv7_N#_NAWXNstnpIe>VY2%IaPSrmI0+gKo z=G7(sOci^pt7~(oHjlH)mtE`;M~y(*KVsYvIyg0JNWC>-6N}=U7&%)$%V?7xCNiH^ zRjme|CU~U0Be_IpcCV}#y4%y~_|_2;m|lMiEBqP{B#;8d`)(KK8ELfP#HErs?8lAr*Y)!HjGtN~~*#{RsY7p9Bl@`Iw`Qf>}pW zgp^asqa47ib#;nn{1Ba&xzAqzP|ifOA&F?QKwiAzr(dse*ary~XVgN&N;#{+v^jxlNYg(#Oi!t1sBq*jXnxtJ9q5;|Fs( z*5+h!mZ$>@o=JDvkVX1M7Ul<_T~c zotQpn6Pjr#zwMw4mT=d$FIUwxV7B2Jw~aB*TVaJkn?xXNf;7fX*6rlrPWt!>`70hc z>h~f!=`3?2EU}5H9lTo@xmTLlQg+#`=<@3SGt2H`Zz*CB(4SkVA__+>c#nn<;K;*C z^NHG^XR+AYnx_r!b$}%&v6eycOd&v6IxQ(&X!pxwS|#uh1qnQ1$Ou1P?IPEXW`hO9 zG>3Ua*Ft5WiI0F~Ws&0*#8M1kO6rw+n&wIa{2e8KN=SnDF-wZg?C5N!I|q5QKJ<-> zuPWpORx7t8OJeqj5d;uIFKs{dx$>mFj}98MfZT)k=^rdpKj6ermVV`GHuNnHL}M~{yp?pRwyf*`^dd`a z1p}&ebwLUMsHp&xp3=Hb3Zfuq7 zli({F<^J?nj3a`(;sK!*(hwp^O1bbKbdDVxSND!2_dZfRVLcO_R=gRt!;Gseq#KfX z+B*JM!nKt;%-BB{127m;_NlslgK}3Gfa7GSU;#+;?aXg^s7$hxljOXa3}8`gE-@Lx zV4_~5R8bv_AR&)5?lIiCk2P%>$byn$#txzWeBk3Rm?;Fh695%K_60}H9k2U4e)I(0 z6|iW|bq4k+u!7;$_aEFlaTGiha>@m?TwKp^)%q@`~zE0e;*>CYXGlbwVo(FyL}}M?3Pfrvh-gd31n_BTRjCdJiX7h%V~Z z=W9Oba^pqyd?xZu`$A)5lm?{2=fLZ;i#kt2b9D%asu{YWk&Ij0_x?;E*|`NM36MKE zKkn{4z}R%QwRY-CZ8xKfQ)uoyUGejj-uz|7oYP2RQ*L`r?=D@ym=?)2QG#%FJ8GHO z&t4|_BBNGZ|Fe)QFPV3WuXlsXJrSrwFR2Kux!po_l~|Y+pz!R}I{+?MSc9>`nVB;= zNZY3R-ov-g(w+i&ZYW1#FX}4pG$3#A}okt(u{S_|gFbUm% zgjKiYnagI6+_;y}^g;l#<4@Ob3mfL;Wms@)?w+OJJE$$i|K+8dvwTc~0Z9G*fRPi+!d%R%2?=K70W;(HO4m~L@;YnY+gdxMpvLsQ=JAm# z8<5mUfV*5Iehhc7c0H1)Q*$x~+7Snfdo`%8-A9e2*~|4o+c!RjWW*RQi+l19iMPd# z>6*(xW&)ws zd5Q<`C=5ZD$Bd{tim`;OK}5z_BB50$z6~R;MR#tNA1-=lFbK zDt(nwq0vCgpnO@el^&$O;u^5~gv7`q!8cfJgWy*otHOtdOz=E<9hP2^ig>~=LQWgP z<}t&*gl(j8l2-ipcWyxASL|PUfzl2uUD{&i^RxyM}m$j{EIs=1tAwN+ZAi%v?+$0oBq}fib}l zE|J?gP1ks3&vkD`BoWT=(L4x0q)4KZfBZAie)3>-P8Ls_??6(~pGT_8zM@EKqAo9qt65RDlyUmwKW&o4j z=KRbRQR1q;8el^06k(qyo(sey^<)zwMm@aAmt_E8P;j2t3i*H8OM=-)e+v8PS2lmO z0C%dHg##&;2HPo)|6sJqg|BF2VL~ivfccMbmZ9uk%b_10s%W!75?Cnf9>a@}zF6~e z=TNXG=|w^^?OUrJqGpsu1kdXcuoYV&n0+R}h%Tw3Y{2?p5kBaRlU zI&`ipz+I5o2lIg>Q6Tbj$E@J#evdI67AA^?{=z=7jBlN*s%G+Dq6cQ-gA9rvb!y1L zS1wvw`IQ=bd&R;$5QY87iz;jgKR@jHB$H;3kA3Z$S?IcX_0E2syzguk7_Qy&^M^6$ z+~v%3M-nZb92mW!l9{;xn)p0gwb*L5+rK19MVYVh`s+^i0Jz|3u> zq;RHxo+0uIRb=Rg78_+nWj7k={JdO!#jrephX8?X5lpa`Eo!K!P|$Ga%L;svJ<~^w z^f6A``CT(4?`{7Ms62t{_sr)cQc^?GRcKuS*O_w)+g{P->u*N0Xoy9CpH@~qxo38A zQ1mx|&}3z*Z`2!UULjewlvBUewjw3bwW))*amq8}1b0U&FiQM(e0Li@BL;kQ(DLGu zx;hGoEqpCmn3&}MpO|jq$gQ=ltxOo*vR-BHm?DwUB{KJ2yn2t4i%K~2rm%0C&V|i) zAGdOq1LwC2g$_G+mEDH@xL1*21KKT=H4K^rb;gCK$~S`?R;k1(w7~(h_T#vDHb*Cq}}~qtYzrjw7IyfwP3MFC&}` zNght~fp}*2pt8)?;xaMtb>u4c@Coh~L;81wgRGPVGwCLHgTQaccNm(`(e8{@DZ5ER zwx^al%YEX97mIz6wL0%N9GQy$n%&0R+8gvHR0Hx;OS58G(fgwi#d%icNX5LYLgxD; z+u_2rbU!HoTK9cYi0W=o-~+0q02;~|{?Cc|q0ds7VGxn=`*gWc$LF$^U3wFxPHh8st zYxiDD%EErNIMpBpADH0~BLV7|X~Jx6W#a?044$UXrF427_a|{VRTg3`t0Q}E#DG&6 zG9ww?Nm_B$NpVP+W=c{|M7x4goa`Xm{o_(mWhPDplqqn>cAjn0$!wXDfUvNAuLbC> z&}0kk4}q2Ay7R^MKc>>H*IxdeBXKK0o-wy&y?cFT=H2Dun{1Kw?_}!^hyq9o5>)R- ztO5Fo%1*>b{qgB2=h>@uk~0}g!!|`UtF0}<9-kpka)@PauR6uao1fJ-d*b2WhzW)L+c^W!#nwT#EWEi!VerSI?(3DqfwAqh zd`!LsLYvlFz0eP7iWA&fydt$9bel)+C{qX~>oNq`&iw_rN;1kX{=&my#@TB=9A6^_ z#1OrG`vxLDraWcXuH_Y3&&aeXdOUeI%=f|{H)|^; zojgL^gNHl86ztWD zN1}Dr#4`{gNP1!w6iM@lJY7cv$2jwxEH6qfX_mcKLOPi` zT~bY&Hw_W~(37e82$a+Dd9aLP{85m@w{9it0u=P8)6CNq2cu99*j*ez#+`faZes645ci%4?rgC;Ap}88vF` z)jnHce{;Bbl|$&AaY!~0fnJCj8-R~~)s%qSF6nsx8idy zT9UdMfsZmVt>uz@R?m1-#ea|TznhF#u9J1+TuVmjjKao;>|q`U=_`*+Bs;uG$7~~V zzF3S;N=D2=s`#w5hXlU}#lN&6l9}UE`Nj^xRX~J;T20ygI@9OPjQDoSkIu@_egQp7 z7?g9D=AGmUV5G@ZO2n9AN{L>uqb*I8&1~0DD8p>3eXSs)Soyu|RxsZtQD%>TvDI=b7Hd&uJ* zTIs7?I)v||Xik!-@Rf=m#F4nqI2k0$LYYatGs;;dJU`tFeriK$>FiT04zEd|>MJP3 z#Dxe|-b8cmJr}VS(k`kE?t4E+n zqq=ConIOQ}jEvYPj((3bv->!OW7e-uaSy$kn_e!w%->mHH$qNs1`c-=`z+hfF=&;B?f3gbOgPe*`| zVpg;GpF~D5p(1zz(;Ll>$>fgMUL4v-_DhEzX$r2r?|{HP=rc_Wm!rR?y75Vm`T4MQ zEm0TjVIWiNL|9!OHY-YaM}}FSu7$}g?Ql?hD7u&*Wp!-U1etN2hLv2dl( znLoWIU6#JiVltQOzbX1fhd{_-DT{$S-FykJD9s!GENB`2q8q{1Hb<*$&0f;3S30#q zl`MFXPf$S+Njz*LeyEiMllm0DLss1Cnf(dAN0)1RLlbT^;dfhz^zZiGt%%RCUU)l^PSe!9ui$ zjNN-6XDHC|`-Avku??Iwe&lk>tE4=}RDvGL7k*(85rw_@J~V~W``AqHy5}#_U$$@C z&tI1rG!%c-aI%kuxN^g9>q-1I^$WiD8J5oZc69kz@9vrYBhr>7I@68PjK-%;|GoI2 z-jX*BO(xe5*p+d|%L%^1M%=uWA=>CzwY>HqH!VGZQskg7KJQ!UWlhm^393P4 z7q*CJp9K!GVK=H&yQ2+1ggAcp}Ui7fg=}8CjNQo<%j2s@_IL-ZtP}Og0uJVv(0Tk_lr}+QW(8 zF<5k|xRa36ZjEn_YOV&wfpeC=U_;93KJ+wwZ_AoU1Xo6;Dj?)z+LYhHihSZ65n;=X z{8L)`ne9MihwLlaWW!^3rXSiXPM%`$jV-GmU*BNSDBa=()+53VdNYj;M&OxHH5=$9 z?j=6C8!!#+^qx365Sq?ng;H5o?iL>|;|;1)2js%N3fsEu&6kQoBB_|JNzM?=ArvIB zJ;BNh$L4+&!{)B1E?RWpCoRp31iMjb9^Rk{VW^G@#|V~K4aNM=@=AUlj7|EWe2;@x zd>+~CF{dGYl~+JgOtuM-L2gVl6Dc@P9)d6#L&|4|vmlB1vBahI%9;{{qR*cMw*np|xba))BCKL5rd6!B1 zN79%%N|XMFDRZq<>T#?rBo8uftDWmzx?StUwoy+;E!h79!OAa0FFd^rDVAe(D0>(6f>-2bg| z!OToOeTNj&g*yQcKUKgp|Amp?Ym4Wp$&((BT+_VrEp)U_W7JXQ4g(TO`8g@rO_Oy- zj(ul=3q&%{ad2^&xBj5vs!Ng(M-?_u_gF_3`c-NVLc*ld(tab@+V{tWF{$F$gobWW z;iM-uR6mz>A76-esjo&mYK_!evlUlo*O{kYA|9W9en#6JjD{{HVseA^ea5tp-7n9B z2XuZ6pOgkJEs8PoE5LHh)e zMVQejT(2Cn4y++BM6JUnRl)B(8GYZ*bsEA%GYYASgr3?_p>_V-p5y1L&?t~s>5F@` z2AyNEfRRf-lPME&9m|eE3Y~UmM=fXR-_Q9Op2dq764Bn7m|E*c+=C#`ozH0_v~hS1 z#w>q=2(f8=pR!NUB}9bBDM*MqC6@iOuHXxI=+5*#W1l(_zanGe?#Fygn`|(CQ=bX3 z4iC)L4-)=oP=%!~oz&FhaiKD^8D_1S^@XJFD#Y2@Re7mF{^5PUuwtok(hZ|WMNQ@| zWIX>36ro6ns|t;w^`-r~ew>;Kto_?C*zH4c%8$R-$4fu_wUcV)SIFz>pO5urNO8Dx z$sbs9&DAE}-8izpnw$)?h&KujI$a_~!=3&c1Td?*xgFF>?YQ^X%QKy>9U&d>L7mN67pMp-l6y{7r`N=Eru?&4f+;X@uW@}Ir)NgJy`sAD(QyhgcV1=b7f4`OElmqV{6H<)Z<@7X z&d7_f{luNNuMlyEjevj%|SqzZ;)sD8SHcc6h?xw)) zK-FESd581%qUWlTc=#vx>=A?-9)8(()2-iHqLf0l%_UEj=!Ot7WeX`W*ibn$Td&H6 zyTLZI8ypBm$W-&-E9w^hez^|kxE^Vx-H?%{+OnNbe@M}@$@$SAAZh)C+_8>GY3bhx zwcu^ixHprMzX{ZGNKY%)mtgj6^AtDpyVr8Y_7E604e7;y9*G2b-#$GZoD+Nh5k230 z^wA5iDXRIOyqeIHzhhO}ODXwhl^eLPebQoH5j@u`q(L2#?+=pHN;Q>u!97C^;KCW> zD+D!Z=}M9tJ%dPp6d&ZxCy#Ci+2!JL69W{onq0UqBAi3c&;5^w-fcw&a59e@58eN4 zJRKX~wE7}?cq(Bsf8(1kSkC5h!+vxqp%2IVA-4ICf3rtH6?PGO1Wk;Bd|LrEW9l~_ zY3XJTSi)AwR8lg+)`F?r_V~Do6LU2Cv|hnIJ2h2Vh~IT=J7%6Ke>JHp=PN*t8?|eP zxF=B1j*xMuzt)&_*Rtt{)_3)ri<@*3idV!wcOLZ8wk2XbcAnksrmzy9q{;AWZbU?B zDD#c9G`{An$yjZ@y{O_)G4aI!rO^j*ocb^1{7UK8LTA!kVkFMkUsw4j9Fa1!=5{}n zf4^NM0uQVr3%?uXTXQ#Me^JwG&@eNK6u3T`DCXa8C#J(6qg!S^?#gA9Qrf-vVCR2$ zx9mfas#DnE=;+|wjitjA<@#aMyu~-nyKAu{Yh`ef${uZQkn5nZMAP|KNI--rThl92 z00S8qE^u+xmGzaug1iu)+pvwDHd*Q=Bm~)ft1}4wcT6^|WhLTO5*IzvN?AyQ-dkxH zsPK)aBaPvdx}8sy?>nZJs_chy_rKyt_YIp=scZjzPo=)jG#!X*BO)g+EzQCSd&+uM ztiAg=N#pg=XjKz63@vyI(~1q$gYXbv1DcC>ziKRL2?=R%0%kFR-E!u1f#m*1sAY7< zFBoIfM(u*y=W%#uBq?@8IeKsCs67J>?xRP?%s%Sx#BCo;T;S5QqqmK$<0B$0!7I&l z0$Uv8KRwX~RI|?KmwGGK^^?<=;B(vB*d_hvhVJU|Kj-I z#czs3ihyxUi2!Dj3_DcBP0eL`f1^ddQG8ct?AD83(>FQofiIdpX`xZa+{8CruVgwf zmyQlkG5^^&;+8z{h=vYF_nO^*oH|M{k1Jdc8A~BmC0g!ylOTEq_k3_(U5^jra1D{Vs7 z&bbqFh^{?g$yU6BEefk_D1=ztRk(SXNvGBI_qjeb^c}h|k|<}$vay~CL00?a*mL3= z+aruWkYbR{y2)x&ikO@_W2pqIsSWngXbbl|gU9e`=li)M?0{CZSxsDCj1^vvq}jvU+!`+oufBXc=!28xZLziWZ^1twmi-ooq#T7m=6t$VDY>Ey8SuehXx_Qj;ud(Jsb2M zo45)`BWe z8aA=Pm_DQPWr|RFyEAap7I-~Mea>cwF8zCfvItGM%S=?gr?wGaMhh3h&wT3(4Fq@D z$0X$9U7RDB`lvRgXh6Cg4Wd5o1mM&>E--oi*iO;%5Zq}Mm&6Q;QF3(r-Xxak!S1HC z)3GcL4U?thSf$)ce-o>9qDQ{I1e`RU)jwWR%O&+p>^f}2W65BFVbs<$S${%8!a-Av z>)e|Q`pKi94Jvn|8Vwtc%oRor2qN531=ECXr(y3VCwadMW|-XcMS!v0Z8+C6^yvC3 zg@O#7{==LITXqWw@RrwWccO>SbSYPNWa61V29wymPi~u4m{^j^TZ2 zMA_^eFUzYHp3fFdu@`}&H>H#bnDpS~XxK3_z3i$va z`Hc!0L8E45JlneB=lS2C)13o*vQp?Qic_m`Ve_1r@ctNB7Vq_-k7g+`$N--R-~|Pw z{+K%S%U-}9LC%Y<8JXC0u|o23r^;$|_A0(bA01K7+7F-DlT~7TL>_M3!|aGSVSR#g zT!{@%6|Zw+Bs_Yi%GnmhpSVpvH>%p#6hwhLy*dP2Hv7-j2Yw7GJUdnuKn|api5xSx zTrN82)bJ9iZNh$7vUQB^I5?UN*xmBYJfQwoQS&I$*A@X z<;;#~P`^~H=a0N9@+0}-x#l$QA*R#CP&v9Y_Q%)681?C#o2W@suaEmuh3M#24oDJS z8o7(A541i`4I^^%W*)ZE;UMDg(TJfVNWJfPfyzl@)+E`Fjfbla|Gy<9tCS{*P=+o{ zHZ2UfXv14DU~}PllStG6pJ7tg73DQ2I&m+U*rkkrP*8*tXXfQMbz;^;&1hlX+q4qA z=F9j=ZDa`=J6v9yD5#y*XDO{TEFINJ8Z2e;_CA}~UDlBy>b=amjY$~f)RuU~XDvO% zjjR#4IWn0Wtb96bg|Kq98YoSUFz$0)dPHvuiqyXEF*0ZWdxm6cJy-bd^sx1k7= zX%nns>Cc}3Dk{P2M$pqC`1&(_;`xWcckdY+qSjkT@%IXtPy$xxw{yCa#@50M%taKC zi_?q9*8P=m-Xw+xIo@EK&xv{z7tsGGx_V^LPzClq8^0fS=p(Q6tm!~x`s4K4+S=+W zMt*%g=gXHb*ZW^&;%VuMz9=LnAteQ4$e@+lRj{TNUh$!}&hOhVp&r`PzI3VrUn{Wx zX{@uZUq6E<(5s4zJToSw8@+Lw=+ zPrRxh{}8%kKq5TP|EYog`t;40LS{Tft)*?noG9Vs0juBBbCklA zRep;@gh`WizE#amBW%Rv!Jke7pISCK(~f9XEgt+7_iWa5k0A&kRU#M%g0IW<9WFIK z&doqi`(2uoGFnr|qPYg24Vlrw>Pi0;lWewygs-RA>gPOeX_=Vp58^B-`?P|xR!>MT zw#$@?dbdMgxiQBXk?hngTVInP0^g5$Z4O5aE|1;#)FnVgu~%=A`_@cfxtv|*f;voY z>lf{4Kr_Cc^1TlVx#IYO?{Bjvb4&b*GvY@Nev={zSyK4p{qJSxFQ{~k@q~NDz)l@fHVwLBYZFASrYbO~a3$|++8JAQl zb9wi9|M;4FdPeXM@GJXJ1h{(y3$qvb_EPr+xO3-yQO6H&Qk>qNQ1l4+O8!GCnOKQ( zc>_8HR4^}g;jO=q7FL$swd?_Xhf##sVr1RiXlI6dcO?Fp%&`*xep@5!|scZ;bmpjfj06|Az)z$ z6J(Yc^i!#E=Qkp*{E`;vDvzMC_muf#OsmT4nNRnQ3d5H2gLj|w#ZIQMDc6fxELU!w z`Fwv6;TcV!wh390GfxVGxTFU7`_RtcTbHUL*oullN=N$IJ}g&FkRIz$w!VXeh=@Dg z|LkC0qeib8XT{^iGL8vtkF|_*sms;VK$~rS7xLS=v6O0o!@X9$$wsNV{&VY?AFmv! zTkkybsfAPdkoNPsDbSYiV$VjJ5yTVW_|P|R&1@0>LT-fgCd`gWEA@dqi+7$e0O?^- zhht&Ua-a~Y+7=9i`utyL5u{!VyE32SleuII3Xn=wW&Es1YidXTbsa8V;A5M1$&~HX zTKEqW3}IYU>QP81=7YY4W`!N|tM^>3bAyg3ztd3>>zm-B35R^iUDM6i{;D$?ITI%h z{nf1tUSn8z?U>oEoE5`sxik$W`f8O(S@j=#PD29j**Xhq|L1C)0}izNhPfv8(TNZX zL<&*+l}SsIdah^VRSi|Reo3_NUAbAJ024K?ih-z7>*GgEDdRv?shDti=J;>!Ve!ie ziTF1JJLXHuVWSdjY_T*OngHEmh7AdU2TcQGWKHhO6)DhPLqom4-Lp_(zSh`xGY|!y ziIp|xmtMp^8q9C2R6%Qv+PML?&P-xaGUY3%5Pe$p;@P$_w z46n;ZAwm9Xl6^&O--v&A2OgCpA$6w8(Ot@Wq~nv!_dlO|`4JNbEuhpO>oi><`(95* z;MEwz{(@dZsKevJtp!bpwy*N2B8kJ@<9`w5s-7L4>wkkSfzjhAsVdZL^jjRCg$Mj3 zb+X~8^!*1*61%D!D!kIj;5m;a9f&?AwW+nOywQK2b-$F1F}u5bo8>X)^nxL(d?T6w z3Q5QeYCR{8F?;L_&14s7J(tY0&?wF{m+)3+^*qh8a^^q|-@NX(4HztbQrnn`6lKG^ z2$;lfLlON`8FamCOX;y|nct#RD^W=>io1W!GsDm*22FWm!k&6 zq|JHF1}Kl9l|pI8;~L?Ui3&JvHdJW^+N$jNw-F%{;&GX)KiV5A1#x;>eO_s4spQd0 z<8I7Z*jS|B;{U<=*v|G;lqybbep3sQ3c^1fG2lCPL-jkIxy|kN{(kWa1Xf57t8n1L zL5!T+cOOhO9vT8)@V1=I;tr-yhSz!aq=(FWZ1=k=+`cSqB9fy0`Cv8$k~>ymUffbp z_2%M*ufs+L6i}!Qmx@zTs~Pr-D3E9dr~aSTzC4=B_v`zZONNA~gha?J6yhjzLI|Ob zh!BxkhC|9&=IKks*ASASkoh2ySt3LnbLL~79q+z9zvo@gAMaZ4KhM2dwK|-0?)$o~ zz4vE-_H}*stN5sS4qg2-*vt8paam@4d3id?LCG{On`Rzhq0uyI8aGrf3;cwnx*hS^ zT%@S-xXXXTG{jN=l(foRiVl0Wv{y6rz}^o3GD;`5^CLBxsxOtduoy~#s$ST7jr=9gpFxRQzDjZ(CgqH@Zspb- z7V_R$vx%!cY}JBgtTTZQOy;O`hMSdX#ZvB^jiD~TH9Myy-P8W%X?KiZF>xRBqaMIL zaKIDl`W~3|rP9-k%`XD>xzttdE9#O^%8AukKmLPc5LX|9!Z39YoOYD1q+#G|J@3V* z2<3sY|BMFrIsK-;Nz8Ke$hu z&U?P{!+V2<5;CwZ&3pz^+Ta}9uOF08l5dl3Ki2*>=ZN8OlY01kBbLY;N6GX;zWcAj z!;?gYZUQqWr4p*er?dL;BQvvqIgbtedb7E-vN@byb`E|_Pokm|b797b+~?a@v^@H; z=$;lllr0hnVTrjI4?LYYAL;Px;_esEro^Mbz*;d zO5A@;ta{dfR?XvLOA8CNC^z&zSvvm0F59tfe|)P$txG6zcXzj`sVUSyJ$dupN||Ne z3>%woHJ3U03ru&vpy%lmDs8>0yb5*E>12o8{qWS9 zNh)t(@PSC>Rw!c^gUSn%ZoHtUKmhm4wBNu%Z7s0-mO`;VyXTDS?wH?|``KpO2gF59 zTDtl>7q}_>G+%TxyxL)L;VL>)pfAc3@X=iKOvaE*I3O$RHjBVr6O*B)uyYq{jPKlu zOi4LEtB=ykUVH1nWFTswuMbDAUG1x?sz77U^6WAHBJ)P-oni?IiS><*7KtL`d}e0m z)s)`8KF{k;CTxE}cx-B_MPk|GdTD9ts#R`IPLc7{mrG0Y^S0L3kpzpzP-cI-8a({k z(vp25<>TUt54XltHs3nn9A&1K_=}5+Pf$-#0vQTs-23j<=};#@tPSFRN2 z(@RAZy zu*z-G=^C3j?Sh+^jZLmMFYejqG^@~U1987C zzKuKC{g#$wT{^>NJ!eN?IoL4YzO~`c8Jm#MmYS83p-5yj7f(b~OBl9|UFMYPg|O#> zL%~ig)mr@v+`5)j2-a^|KTTphk*l)Z$Xgx{?buNZa2VR^U@18{Ik&%Sb#*m1Hsq!Y zh+@t6<=bz4>l%@hSU2*jQvV^y^yX(_JO}Hk1NPvvb>v|!-8I+u%H@{+9R)^$W8AI0 zN=9bS5`94>Lx*^lG%Yu`Wznsl#EbkThjpS;Wl4#|tYOnd%FW<{Cmoa8SnL-(0bgPh zvv0&y*#7e6OAr-{w?Q!*PWScoh0|47?u%83TUl5zv9vwCQ#jpvUsspwP)yI+5>xHr z7;Q(_{HH?P_h6&{MYHRfwDH#KGBTAudu}_$?NI{79gj`QpZ)928)`VczrUZ%R?!;% zq@W$N&>HB`~v({epk zo4eC*%Y>FK&cjz~tL<01n%!4HA5HI5OjDD}juv+9ExvgRG-@)p1KGS5KCPxCdo5Lj zrZnR_Nj*TnY0_&Ov_+Wlk%NQAJ6cP)J^LN@pFe*x`Nm7y_BFdZt+wzAxTSCNE`qj2 zEaApV#brMb6>}LsCq-a7+)!@z^{rlFS(Te{soaWVgAD*+UM62|pj|S?yJN-f`Hp+t1k8(EqmO~ z;~jP|GbViGLTSpS?c!v& zK^quKm!Ik|l<0iaGuZvmyp^_njjRsZpNaT5f(mKC;v_UNiSed4&No=Gsu=Y@F)1qz z^+IM@o$8YZbB49igd4=}H-LdM+qkfh%C7bC9g%ExJlS&`I%N1S@e)0pgB zHC(VAIABLT^&RM?DcLAfYHsO;qK0+Piq(f^dR&Uh-m5JTBgARVoh;wQ(j>=(*PMT* zc`Hz`tqnaf^GNk1>+#F-9Jljm4bMOQJU91bN5ENKJ;a=s>b!T+e)TJJUX_fMoQ&{j zhbu(&P0t!L-W+I#%>ARO zLP9axW2xeAW->qv+z#wz2SU+W{v0c7B&fNCK5pPr9V?i9?+%Io{5RYZeOLC zTw3G9mH3YuR(?XJh{>TJcz=)eZdF8(ldK#hRtqYolRW5ythMf7`IMosi5KI2WJ$X! z&Tw7NOiL@@IOo!a-*_WsKq5~}%Qq++1fOEjn*odXDmJ5oc@v=gtn!EnsL?`w&V~FRcDzJIqNK5HA>(xgHK8e?tS7~xL%z^ z%2N^n;3)0GPq&%SpY6e}`k#x7nGGXP0e5Cu{R@)5(C|ic>6x^bfL=Vkys{2FZeP+f zFo^GXY-?{H@75H$#meYskQb)U^^)@#2odYb6-PHpwxrC0W}jol{R!H2Paho}9W%4B z-tz>w`%}n9My~W(HBIEAmA(hiBrfjP$cX&4Ycm_3AT3GuLg9Yk)$dSe13=;fr@!P= z9WEWf&#Hzockfz!y4OSxDpgjNmeOo=vj{H#5*TKes>0RGagi{ z-dIcQnT^F++uBY9g;`_QJZnI=b+t-+F%=FMt8(~Eu6W4E%KoZG%cOK#OL*2`beLRa zQd%rN8|U9CQ)Ob{$>~BL-rpThJ>1WR24tr%3vDWyk>=Zyh-8!MC+N z5s?>RB29*#28WJ5Scl->v$wnZRZ8@22RJDdAflwCq{r?q5{1@Bz>I|T%$eVx9;sFb zDTX}lPFIE;;fUkrhYiHvz5v3Ejb%asbiI8hEwQ<)tE;t@w8*w!IH-YvFm{Kut+_eU zEgY0m9SjW(;UkXQ$p<+3H{X=Kfq?;5a~A>~Oi+dq^aI09_81Q-mK9Di1ocmX@1Yk8 z)I$&jP~@8z$AUQ6+1aI7Y0x_@+T(JkZ`pyKr@xD~b0f2%+V5GVo;BDw{Pa&bLtUcP zJ0oM`v&gp(mDu#i5~|5Y|9KQHyq1V=u4_FlnV(mf|{=mLEh!Nq(=L+MK zU!+dP>S=|n|BM$h$wc8wO4i?8>HMehMz{AB2?=hBWzc@y7wo2y+nJ1MXlU@Pd6&wQ z^e+;4sYkVCX1Q&4W37?V%R~{I!HG^rDvl#xcs5LhdNe`EqzUaT!HD2urn-cB8Pt1^UI9(l#i25?=Jxj6>%(G4`5V&7mIw77c2pf*Jg6h? z0O_iE+z%;sBG-S4GRTXuD3=v>h4G!ayh04%QxJizudfGa-P+m;$W2yGPHto({aeq# zz&7;pfMke{h9)yRn}wM<|3TH4%1RmdDfuR#4KxIO`s>T6yp3p2;e`3$Rv=Vb+{H%s z-JjwF%#z#gY_@Ibphv{(Q>=x`63*3{>Gu+?#?Fy#&+PAX`C@9Za;Oxogs7-b?t~FQ zx4sASre%MeH1zfLt5sD)CNm=BE1`<9k45_dg2mx*;o;#(9`&)fQwG$dC*)*q-9WF$v_p07=Vq5d_{R)r@Z*dCFn1}x>cGTunV_DrGryV~)`E-vc3Mm1X=rFvQ>h)F7l=@@EI9Z#SKD z_~zvos|MCrgXp6ApAhz#iZetkR1}t8PJVvrJ;B=TMiFswan$70)UZpBrg8q}OM3a4 zrKRvK6o1sRvC^lnL)@Wp&(Gk*{332TJ74jG$VkZ{aW;&Cf&z7Fol(K@lh>9#3OuJv z^P}1ZI$67YeXcl=CmI?Y1i@EbU0w1U$l8tq6vB%#$TwzA7D`P?fo%#xq2pGmKBsH{ z)fpcv4K@!bQ)d!b6Zd{Z?ZX5-@Vr~q>(Eet`q1=&kr6shuna9&loM+^aI=}Vs-m;q zX(i*Y)v`2%D?o}{I0{FE{AA|YwQ*VYTbv*zjWYOnkHN_sQgjfmi^K5fhV*lVGLKx+ z`PkmJ97f{JL?<(o7I_iYEy(|}ojrS5ShyfJH>53xk73wjBFroT)Up4fP7B@>t%5Lq z0JOq66#sMie_S$4OC{+Zait%yAFU)ySV`CX<2?@Ziy9Y$b!wOBx!hf4fD89Yw zfQ5P-Nir-G*e$}a$O1qWbvs|m;nO|ToAB@^v)f8aW6M$@kF7^uInaz|+jtR>}zWetl93c7H9UGjihRAK9%Jyy@i=PfsKA%EN0T6q`m)lxe z@{1)sl~q-Uh%u~0AqF%_iFS)`Joo|*;&M;~n#fvrxaWIFfOM(7wKcSXkDno@R+u5z zs%(ggk}@zTNHJVP74oxjF+MIXzcTd_hxV7qEU~sFh|puUdE;6^O!-58KD08x;Jlx! z?Lh`H+Hn;hdy9mD;>4a&w2Q0j!Fo1&adA=T@?}IJ;lqay<6;W8SjAI$(rsd>mp3;y z0@w%y0#zhXQbA%242Z3n;R0dM8_MC>@OyR_nG{I$g1W7}VXzgc+12vM^>lR~+jz%b z`-+W6W{bGnU%RxpC9~N8LN0P{eT5l-lb_p`VlH`kH<8lgIgCc^M>T(EDwY7(c zS|{~djLQD)JfkfAQdGA0-NC;(Lz0y=f>*VYVI^pQfrL%m9d5LyUrZrZ{mr*|pE; zc;#!(#sHVG;4Qx3U=$~Gg+NxgbC+D1<3tm*jTlzn^8dzgq}+CN-9r8U!u|iwuO^x7V{2i%FDEoYkSl&ZlAVe*zQZdm{d}$r zG{->>b2{0%lOK{NP0do{{5A-vz~j|yjm*2qSglcAfTLr#SO_Gr@tlFD`YKEgh=M$^ zv!jtOhnNS;uh6uX2vYnziw?eC^%N}MY+Qij*8Zr)X|A*7#pbZ+Jb!O&%nR{#H_IZma}0^5PWU%bdY#VOa2$ih=I&? zw|cEp@Ao$TkhleDK6FF?EDbyZLL5=m&TV*d_^fv$arolJix4a!R=#F|^qW2qoZlYB z(QZ`Oy_nte9I)T+0TvE;Abb9}J*m?A=lk13af$WfU@3?1zN1=kXQx)K{7#!l?e)?aLsK7p&(hpn zn|%ne%;aO>dp<&U2Vi=hN|`u0eg5@C4nQnCB3k1qcs)ePAIOWCme{v%_n;ZXUs%Z0 zv)2s{)DRp2AGtr15z*Pw^2shqHi$& zu^222LWIEO%h=80R9bp^!k-Ggvlh@GV?FS~bKu!XxOsU^-G^OQg&?unkB&a|wqvuA z#k76$4H97(0r~Rz0~`WxCbYou!?v(Ss@zglHOOV(!FO+{7Yl7Gm}h?hd|P>W`ZYxz zblJG%!!XWLyR8h9qpsf4o51e9TtC|R=vTz|3783Iu3^#SXJ3!Yr;3!NF<{`_a*Nd0O_mo>4Q1%=GUafZ;+O@sg)f!yf%x&nI-`K+Y z9`+U>iVtCzTq@05qIrA|_wZSTvNAGF=OWMq4_JK{!-VcRI~Vs7RnfaqNtO+Ii8@-a3Z&Z$FG-Ue$#&PB>Y zf?*0Q7a+1a_+9LPS&*cZ6ry%a03!e=M1T{V#wW>92(W^{_GqLFjCK#mNV1%qoO0k* zf%z=L9_)h0%}7rttwW3kdW<}r+eT8p!=2Q_mbSJ%Fxx#i<&*-b2_P9{J|xS1CJvgK z)4pJaC^#elrlPWksR5GEw(sNY{QMPGngopJte&>q1|q`@@0Dbwfo6J1wgqQ=?{Gbb zM+7=xSAp}+ojcFqIf(ELRf}JSPK#jfo0xb(?++EP&0OLE!B@ldw(MItK*J}qg7pVi zDWNI{5aB1j6%gswZ4V!xn)-*RXWhyyVI0YuG}ryWPfM1sK(`HXqSY=0lw;W0P=SKT z@I$zdkmu;e#zqtbV>UX~XA|}HH*81`Cu6kf7d1ai{IsHhb{Y2;;xU^SUGJFxUuBwi?R7J00gqhQIy(wqnj z3JeT~$h_iyX@O=R7Vy4@MJjeTx0eVDEMc&Af3-~apuCWGrwDMe8Gi3K_JU2X&`T6)Hn%aP#m; zUcE{ft}^trV@R*6lKr_&kKSL-J@`2I!MMF`}$>RFiSf{}TTnS+}DmZ;$aBvqI*&w(I zqTnttYG-mSjf{*2Cg8s^eo)U^`Hl5HSLX}j;~Lu92^@8Ip%g=T2l#O4`>~<_x=|N{ zp-aQzd8E|&d6x!{8AFjsX zh=@BzcDlewop=1kVB22+Q{)WTZ*vx9E?Jm|ONC?-IS~Wk#q7a@l%CnUYeFy#W)To4 zR!+aR1jODDNQ>X;bVqpu+Sg6*`HYm_=AXlfISRl7U-0j|A+`{0QtVt9f4(O@(lSdT<`7aBfQYSE*-dX1K~WW~T=sBr!(e}1lAonjy+ zCI%1ra*UP?KU~|tRz5H5NRPc@%)I9Va|{#yiAh6S#FrgUIf-;Dsw}$>`IV8OA(g^l zDLY#R4 z_eD3dRwUcu{MQ8$&6HKh=qF5)I*fi6wY9dsKi$BntYdu0Aq23fhTubAx4SW)>Pvi% zf^IrJ!iQKmEk?@9$_fM>?|a-Xv=M3VsJqnc1g=r6u{foD3Leq(>U!iV%7V{G$-_#qzaI+3$HhS?}M=uQp#qeX$?* zY`zfm$8$cv5TF3CK|X*-Y7RDsCKxw*Ohz~sN_w=aHu_AmQdfY>6XfTwSZx&`AYE_4 zDtUpg1*#5Nru>VCP{WWRZckWw$iTjkRL67D2ujkDnaxB75k#*Lw)=Dql`K%FNFGed zB7NAvK`a7@y|lE1L=*_yH1^)eacRi&ip6GTjf)?5Ab}W$)Nbg@A^@l}=z?x*q(cu> zw^N=^C%#Y^g`UA9Ns_hziqbw0#m2@$+ctwi6OgVv>r* zv*@i?ny{rVxAdr=LrUy^Btk=t*dWWC>;l zt)GBTFLozjX6tW=0_cNIZl>U2ub^S4@?zKY?kf}+CEG9@_y+fM9nf67h^c+qkkIM2 zXdVqMxs6^V%K~CPPQ2th^J!4L{xkuzZ&K-!D`81n_qbRN;G6hRQO9|R(c6Kv=MXgV z_3PKnOr-G1+)Kj(vXX0rh!z$lFPw30y+SPpoh`-~bLNwnO^X-`59cR3WH7aYS-x>r_5IzI(8T z1U>izie!kEoPc8lsQ0&-{OaQzy1UY^SLobjDAQ#eG z)c$f1I(bS@#OSjHBr!nS9YAxmQ>#CL0|hcMG;JLVOY#+TD}^aZRxA9$a$?@JVX zrsGkd;A=vdUu3BFeSINU8U~M0jD7>W0}wAyAgR_f{g9L6vA0+T?5maUU3i3^rtD7m zr=$=7IYcduq0BD%w;f-AgMebc6Y#bGekosGfHrR+?t+lXpy&DZsA@-dRLACPf_e(1 zim5R2aRT7^44S;I!3VC9|BpJu(euJ1r~l8A!~YHk@&EkP-NVIxlH;J+=a+U^IK(h> jf&@hgdc+Vc{^#GML6weSPFdndt)|qKwUi2OKJ@=T%X4_G literal 67924 zcmcG$1z1(>x;9FPCoxr!w z-e>J~?Y;lA{&8Ji&N&^9H=g&Y`?;U-Lt0W83xfy)2?+@cBJxfa2?^~L5)x|N9Tf13 z^R0IQ;IF$DA}ZEMNTl9~Kgfae+j>YyPmmz*UdubgtW7%F;O+mu*rq8TeQWoykunv?#stOY@bYqN>~TkjwU|>EUu1U&mkLY~8B7KVsd?d(&D94a zX-*8jt54LgJkb#!>Tc0)UHuS&ghqDt;ZZ^zD&m7S3a-P|58@suIEW7(cco{pp7$L2 zzki6u3m%VT5pnT}GRx!?xAT+z_3_~)F2qyh)sw6vt?ZQ&;OoeXtP1K$9Ivew+DI(+ zlk1d@PFCRt9T5~pT`}BOqjP=flO^TWJj^SBMGIme&2D@1fM?XnlvlPE=ZcxZs^;c& z!`YDTy}w!wNoa7tl+rMaJ>d5aZ_mf;>7wHgNotbGVhxX+t7f|9xuPOJzjw7%3vFin z{Q#&I197(MX|{pVLN_WCI!-?78WRhP`N}{hw8C!vP}V^XkFTzvMN`^&k0pJKcF z8sBhpx3<5nN8TwOT!G`S4#Ty|ED}?+E>DIzr(FtrEs?yz?ykYg%8q6O1;cQOiA`+q z!G@A~x?$|S5s~k`Dqwmf z@{*F0$8>Ubb|v7ua6R7tkAwM7r@O9k3F(#Z?DFz)pBM|oc)F(gX3S5YJ{{Bb&(wSQ zccE}$VDM?1Z)|M1pY+H3Ndh&P={eb3?oXE@PnJUp_)512rip~~?@=O;zc*oRBwq(Q zF*(U=v!rc90-i4%5*%#3F~JRa{ra_=o7?+lWD*pm8D!`7*47_>h%1K6GUPGgmB}8Jd)o36kHgl?5KN5Z;rBELd#cR)u zMn>C=>vSdC|06T_-%a%F{2Zp3-Ae~XAQ|h3d}+`XV`PI-mv8ZJHOBv#1@n7!B-I$O z;OWbYL+I0|PxZUwOs`K?kzRY)<=LVjlv*N+&1z00c@_!V6JaN0WO_fNVNy0WHOV5( z|0f=cnO8s;ZEV>7?VEG0iaPnqxs@9{kjYAWP997kIWG)sY-T|{%g!;b*wzadl z*`Pa)|9v{xI19r^)Z!7(KYRw;*!=VVj;J(9rz zI9Ry0aKOX^vzv(Z__=nS2Qt_|5=^nCcDiTw`pm8VIhPgj~{>;wm zT%Ry`W#x$Yc$U`o_V&ri$t5n2w=)Q%IyyS)d37ZV2Xb7?TeZkg2AJO3i+z?GcZJZv z|5g0)Kb~l5>0w{07!?{C+TT0Z*a)2S{&IiwKXz_q#i^Op{_*wB3B5;LME`zIc`eGu z#zqFE+z?z`T(*zD?f@+W-a9EJCB?kK?$fYTbr%RG8WJ%U8!bBt9EGm+j31DbWgu3ZZemfbE*C@ zv56XzH}h6=0I6D@wr2{kaVkYg+`v!QG3)o- zUoj5l#J`h~Cj%i+0@2o3Jv=)@7w3WwzG0{PCLSZKyNEQlA zc8eH6MR~bD33s1yajr^XnoDZ{DK8~30h@iJJEmhrKLP?uRAH5N>jgTxh-JQdw2YTS z$3IZ~P4NCeO$oI(E1N+jWoP+oNNw*zrR^SP)Tl5Tm6M?tD@HDxwYAj*N_=>Dcx)_F zrtRv`pklG1!z1CjrdDVTp#TOC$1?*w7_zvdg<}55M5U^XYk`>?r1usieii+4qSB~e!Bx897 zCuBTtZ}0B5U&W2erDm}=rgtDy4#YS5ol$x=`0Dwkk8sZ_6iEiBYh?!1FwVnIs)nG+TpWN5XyhX>ay#SIyb z`~2Cb9Lv$s5z6d7<^tks%K61bt(wJwfdTi+)9G+#h`9I~n69z0aj+X|-EA70bPo^x zN{Krlip-h;wtHivF7VacXH^%l8Yv|M_kEM>qnE0V^1PBpRz;eV*=C+AcscxnD~0b! zTYH*#8FKwOe=233EG4*1vQf$tqK&yr2AcPc@|_#KYV`Q%ztc83DoK>}+sEM44f4(%zm8L{Cp|zQM=Wm&(z}NpZaD48`rk zhu`zg0`?mdJM->)6ITa%Qj6V2oXhOx?&=UV8vAAItPkQB9JaUjLvj%)Mdw{)Ss<$a3z+N$qcc!CVb4C(m$PGBN?6%wpj#z{Eg#Y?h=i zdZ(wgWPwjA#(MekCGcb#cIIAl^YeIMBbT8^M-I{U?N`Pn$|D*Uc`%jBfv@?a$4RPQ z(@I3jTu$Hf=lR~5HgRCFHDACft`j6(GFDVvyy~p)WMi_DO2hqpf1bSI=TA!4!%6$W zZ|mcwQnK&9+`S+~tOrS=?vMOoMAgU1<4m%tClD6w-T=BZ!%eF#lv=aN3c<7AIOJ|e zzf&=TgM)F%_#WTC|J<-AVTWp7!VQFP;R0}G;7uqf>N`74ftft$xQBSAg}P8`g?%wc zTu+PSn1D*Z)9}%Kf#%ts*WTEqD{E_K$BXgilNAckL1TWGqpcWjYsyKxaZ`M;MrSmq zgSAnZT4_f|$FQa|?2P*0=g*(vnogNzWezQWQA|xu-F5@{2XHT_DlXD$lE(5h=LRvK ztNkSVpChz;u`717d@=5D+Wj(ANi$N=y=Kt3+T!=;l*G5*7dzp#RW@_v7hB%VjVHdO{T`C>cJol&#OVRNeb$B!Q%9`d@4Rk4~|*`|edl^z-57gwQA z^$SIBmY7FX;D#*qI6^9xAC0bU2JQ{&oUcb`B9m0tiLC(VGF{`kN`n9R@e%N>;}kd+ zUzs(ll-+1Vl$A%ka0Co*!hJA#;F(2;IL#&yDQZeT3WETx3yv1x$_r*I4Z3dC2yh?kUw=s zv5WOhlv|U#?#UoBiTXtHj|jJpgw!VU-+)LSVa@cRQEQPK)DHfLoEMz2XN9kJ50`=Y z>kLs?nal2d;6(eLRFyC`$Lu-`ebv6@TCt&$+V2=D7O-geTY!l><5-6+E7-DilNB&QOrOm=Q>5Gq&~C;$-RN#EQ)un z6cU6i#x9fP`Ph)g4wle$5>bQ{cn}<&+EgsrcUd_VU_|6~4b>SU zSKMBTe>QKNjm8U+!XDUqUb(;>4KJqS3DdY_a=1pE67-JrLU>MBk7LK2Wc3932Xf7c zJIS<%58R##OMM!wz*R{te}=oE)V+QU5qjV!OMMq8*N8+D?U0Ye-N@#cvcvl8uUxGh zdAkpd%_geD?s7LX{d#vx`qJ(;Noj_>Ty4guP3XrrE4A#0H^3snrNqE?%zJZ*n@otA zBVDs~2(f$2>SaA}5Wk+ENC3~j#0Z3sZ9H0_H=iyJ%t&Idibt9?&!K3^0vWhjR7~t} zW0IkDaPa0%dVc=uvyf#FLjWi#Dxew9)*|=sAtzDcx+XWUrQNnKEjPQ{Kfd-B7H_PN zF2U%okS;WDBB=&Hm`^SJN>=&Znk~GSR3XVJExJ*jn8eT@PM7*v zIF(8K!+rn|hz<`QK0Ds^zXrj+-6LexZMmN;S63qn1F;t6xoH{D#9)G=#iEl^lY(>d z&VecNVmgI*>NY36N}iBJ?r|!kF07~_H8Xs?u$AN3sKZ#Yu>{j#yro{;AK9~HSJ<8h z>WGu<@-fC?f89X^-J6r;&o1Y9;h9AX#usOj{5z>(q%xMHc=I89W}kEVil&^Nzc<5& zSd}i7*AtCsE+4D9uZbRNp^b^(yL3n2O+W^Wy){h5jC!9-h6Sb*xE%&vM@<#%8yA(qjwQ56E+-LAe^%> zY>asE8{?qQ`4n$1^M}mJl3M-*{kd_mU25xOQZBM+tDSJ&p+7d9?;Sjz?1$3g z+XbyL7!FR`WRheJxIwgJC}nBz0p2Jj7N%VH(8>dO*M^)okR5yTj!TsNx@&CIqj!j0 zNiyi<3lJi7f)Q`HR7suH*Ubut{{aJJy=wo=Kg!ayaVJT3U9^ACB$Q8MJe^kW8`)Co z#MAQ)v3UYc>JD%8eG9GBj*JPl51C}sIewpgkOMW-7tQ6rD}}(wGzaGsoWLxniu61+k%%PAnqXh@jn2<|IQ@lQb1UlQ zrNlf-Z-VgGvMqyA7x&vk+h}_xdwuR2b-Z2$z|)l`$!q2hkp?$HYL`^YE#5__meVD_ zQj;92_HLhE5`dLbuJiXt@EvN(xwe|;hNj$7<1976U+Pw4v-*K;uyh?Zaeq9wz`3e< z)JezFWGB3X<~lYvjo}HiCFOEvhf7t}%FBCDrs{H1OG!A3)qFA+!(LuCZDW)!i;pA! zG@EZH;q&)oj?a$o2%CVfcr6z5sJOGhBFMBJrMHKbaf!)(FzTl);(|b%sR(y` zY%dAM9Nr+4Iaz++SXFs3U&DRl_nKO1d(z|~CtE`+;We0IgX>Hhw0+-ZE6S}+c_D3m z#R{8zf=~*G26JVYCOJgKC->yb@v}(i09C>t9huAx4Hy#*dqMC8w`{%U;9(D68TyqU z(Tbm^L;y zq8HDnytnOhZyJSF`vS$*QdA5BVOnr-f1M{Pz`PMAWT7)!$*pZ~B^yo@i`JRra&fk< zVG6HimxT_c$U9P~+sW*I7?)gO8E1%7(vr_gFI~=lgt3?55TfzclrNFME^|ONzm%rL z*gETttIeiVU>k#b+4)N^`m~|(zhS4_koLh`Hb_Oa?>cfaPiun^fmqQ-M3cP&gHkyU z1G{i3Tsr=KXL;hsk?+r|AHeM&;{HxgVZ;k->lbn-XBIrXExcnRQx>l|nT&RdyP=j} ziiC4+oif1$m6uL>yGXU1CiQ8;nPoYs#wo|$D^LyR27i03J1?V>s#))|Rmfl0u8_GMg3&gu7Jz8z>%b9R>(Rh-Ww@Lt+%7_5c$Sq;{Nx)G*g*&D0t>O6In+1=lI|b{Xoyx0pV}o|R*u|l6s_P+BADpU{R|4!^+Lu`e#6wm$8t(Rv9)yxqKXZ z!dKpUp#Jh&J~PH_2al*yOfJu(s#W5tGRx#+&++=-2kvJJoY!<@IZhi*zMx9U_6odR z)E}>ty=hu6z+bMgIh{oI`easVEGW&snI0(k#fVnz1|4LPd8K~8^YH6UjFugua58AT zE*e}Zq=6a&g{3gUAiZb3M5LN87C!!PD^`t`qsoMp7GQ$Z(v&;%pu|kCyDVdyAw(_3 zf1f`U{1q8@n7GE4Ok=RNk)D3S2@-?7-AZs12o@W24Vqnc5PCCcgk_Z$+L^ zHP`V(Qh(!3sBwf9!nYvRDLm<`J%MH*K}1`_Qc}brJ{UOyO^_AiRh(O-u2Ec?Z$S|z zk5fx)Iwge?0x+5zbqS`CBI9=|N&)yN4?1db`B|qWa~D)znI4iGM#Q;SY+JFhJoYXh z5sHsQ7ZzHBobo1Ca&dKarMkTjFve>xfUB#&q-XXU*|1!!%z`HNemjEO%@Q80syg^LcC}aJ~*L?9y_f?=Z%GU9<4fsy1AUx zX|Lo)@*s`#&%Wg6r)MD{sXt{MD}Vu~obLQE1K?Swiatik%_mBH-)myRv%@CRj!%m? zgzhdEaIGFNJ30NuL1Lb}<$sgVL^S6UVi9kyr8vWTtA__(=qr+UuE^>AMy=j^1#b)N zhY#+Vta2&xnx_g*_)wvh;*OXm=2+@ZR$?Ki+S+Oe`C$bi%}qqQ0B# zSeBf0pkSNm;aFJ}Ue}ya>j$j6Fo%bzQNQdBif2Q*v_eX=KaMRm_4p7-B9`GXDKo>e zJElo`0Vk`~94^gvwouL8P=S5f^9l4M6Kx;NR0l^C?R0N@U4dGEU|JZxcrGtMf8}F- z#Vtd58vY5TIQB~&l~iv|L%A%?vLKXcHrayxmfPzB8hRfh;1>ew4Ln34cfm-ne4FNf zwTGw_b1RfG!5xZUF)`yV6EKASl`C0uGJ{VVm)6j4^D#}JM#J?@NLco%!0^|k+vsKP z{$Nexl5NHc=;Z5y>9uY!3Ud1N1r4T=bcswXf&0eLh|K(WdGk%ET@jKjr1QU zj509(Vl${)nU>my;+ZQ^k7RQJyFul;1a{o;<(lD$jCAF+d+IKMDV)A|<&Zd3MSJ=c zVk{yvRdawPBOH?E$v(A$1!=8k$PchpB01sejzun%~sWdzv5ZsZ8y$= zgo6W3GvTPTeY3p>7?_w^ZpV6%{QP_zfg|nYLy#I;;Q0myvVgkfc**(|#Ddx{+ByV% zd$N(Ux~Qz0 zxgNpFNq2<*~R1Ftkku~ zfPsXBREDCsoH}{ZOctujK;RaY0S*i2EZaaxU|L$;aAW4T`Alx;Kx=8uspEfXx>fW> zQU_f(3H1novvXQkD_7YQRJh!TkVz1(kq4M8YfcTJG5fl$U!_Wsw)j3l6su7%~jj%5*S@{ zyg>vX=AkG1sFeMI)TD~{XR`#fYhlntP?$ATDJSCozKNRN@zNbzLxl#8K9gtrZOgA8`ymmW^!smgKj;oRET!PfQ%pm)E-sq{o;<+b;bC1r=BD*vz~@2$px;J>Cq zOu+19b@)U;0~(;W+6r62&qzlf+>B13V3a&LeO|6&OtSSZhiB+?2w@PA4i3*po%|r? z7bFsXbbIVuHoei76=~mSI>d+uUXM!|9WE20!P?sDp2WJ zSwT$(1#@h66x7SY$a}lk_OXX@``cKCzCQI=Q{-NlLxVWI)FdZYEQ`kv$Xq2(()Z$7 z@>1K|x*ZEU$>Xv2jU&p4biL<;07w(utbA6;f;C3YxT7AUU9iS6SMaKW^snop7^{+9 z*8NmBfkK(~ILXK}#1_~Edmoe{|Wdfg=)>NM4DTa5> zNwq7en(coDp#**DAB(bw4Gl$$noPV&vFSF{S^{RkNAOl=N}R`CkuB<8!T49n`kS(k zt=V2+oawna$Hoz=9Of-O@n6sB4&Fb~cjc0-SGZi4T3n7ag|gLTBYbCI^q+3y&B!+I z5r~gqHhGtV+ZxdmPTv6C6`Qy*4Ov_<7+&~^GrCxx#-y#%;fiD2Sl03B-cSE1H`D4` zdgJ-!Bxk3kIAE|4g6Me#V4ZKXwtj>I^~^F+4-f0KJZrJ!)Xdj;vmb~R(L)y9o!pN$ z`iW}a(2cGvWz*i0^4;fEOaq3*TS=(hVJU)%Rc3NO`7Ao4ZSIdP?+@o!{ z-hv8Eh&y5&4+(pr;cd62=%>amvk|DX7-x8Q4*GVsqY6anMx#!?Qhs%yD^)&j1R3C~ z-9G~>=~_{dt^gg1mSs22GqwqKGawh(o(6R zQDJQNeST5QuY$GkduHhGp)i~h6D38R4F=rU^NIGXLFAqN~5LFz&Dtj z5|YBn5`Z^MYYym;WGr`%}L*wNH#4BMY~U~2j&02;A@NJ=>aS+VJRlPdGL zAhP}TB}=T+e8Pp)e)G%Bw!D1O+-AaL7>mPskys(3vGf33f{lp#w- zPW`{A4hw{${#;~$mo;@Jdlk)ZG?5S>rWu8fM)s{jIt9R`R$)BHD_@BRYhzLPL6)kK zzW-Cw)m{;RQnvOj>7F=S&d)U6N11^`_SsVsEx|T0)JvMGRcUCTZ&Hq#`?$*PqnIrU z+ppNULP_l2d3q!LY{$oAQcM|V%0J_*jSF_)4K}tf9IC(eB|Bonq6<*^ntn&v`XH%K*Y) zd*}eBhhHJ943!=cX)XXMa2}7V_%?|`6|A6?p(^Z~yfEIhFE+MYy&iTayL#bmIC>&| z5#LwZy=@1&*j(dtc`L^S)ZOykPE((r?XO|^pS?%Sujdo(*7L3dIVf9#t3PU$20L@X z&g{SPnaUAPC5nLwE6(loA(ZZiL^y{NlBC_eKHEEUmsj#3!4^Vmf^-I@NY?C=UcRs5 zNT(kVHlIvc9TVx}Ot+mT7_%#A%R^Kw*Z;0qnr@znq~TK;>ZWHe-~}P3l*>ASiZdIc z_0W7(178169&WgL-E;S3UQ`cvX~VGb%Lv)-1hz_QI{FYpM`-I+a_j5sd%AA!ZsOel za`TAZEQRbgsmL%EEi(j(4H;l z{3W>7>f|{+UBAZUzB_x-xrUKyaME2F;6y67qvb)i{SAwla(-dxJ~1%!jl7OKx`1lK zR66nTnkM)mresRAP1efJR7XG{rvt_Rj+|^7r4X7T`3$8kR-VR8I7wgsIH;Fe2=WV# zH0i9nao7h^N~})iogp?rTNu~jv4J$YsbK14x(SK2dfK$P{D;gEiLmU{rVlmY{Nc=S zuu`+xBmW@;w1Ry&O$tb;5Df8ou10 zvc(7TrLTmJAbmmih#R1VSuTw9gVou^+h5+>^&PYVYgBT;yzGTaUubL<*yMVpzj-*| z;5{Nu$&aO4-tH9bhSwa}#KnzLLuM;QWeMDm%jhn04irsKw+;3i%IU@M$p^xMi3TB; zgz4Jw3LQpnWk+1Zsx0Kes#eS!28Ps5yNrK5go*YY`{K3R#}6Ih0Z3L@i=U7IqM7T& z^&aY0sCe3?c#qdX^W{*Rs%`vrAyC&ci?^cw*$ozv;XbfO~RjVh(~z5QNAza8cyX1VbQ=GrfBS(GOg(398l zP=Mz~AMhfi^C}n^MdUKIy;m&!J=q&UU6N6Q!i6XDDh|sflPIAV7O2?OdnLE;UD1MO zZ@^b1YJg1FO{r^WY?jSpLo_OPmYl(}#-BcW23Q>bktYg@w4m+}sG-1ayann2u9yFQ zp6Cs@fvDAJo2#g(0D>{NP|>m3t|@3yoaUN9F91Qu`2UnX3&@tQc2^6eN52jd+;*nx z(*nCYpjp60_yCX^f%QVdJ;G0hm8vu035JI)H}j<~nkYp93X8it1;N5c#4R3glj}+! zlTT)us4BUE!|sl~(#mvlQUtt@*NY}9glR<@@L$bk3XK+$b6!b&j9|O;8XRHV>zSx>Au;#ngo*FI3f#Cy?L@C6&{k%>H-!#op2{l$r~sy03-SR$j2H z0=QT9y{CT8V46ICrN-ujeEwh*E(qfT1e`AM_dhW~K!y<@wXa`gb`LhPwG(@_)hpg8 z(;x4hwjAu_KX6L052eDVsb&?A6FfJoDiedok;$w4MCIS>Qr>r!il?Xzj< zL27%WioHU$=;mzNwg!OfK;TLC8Uzq;2{HD2|LUP{*jUS@NK{xkN#(slUj~R3vKliE z$c|Lioz$FFb1_75H)u-R;r-bEa#E9mtQ)FK`#efuzX1{#2AfRJzNZ$P zB+RkY|IWD)k#2Zo&atz=wy7rU?d<_tqsR(iX&|}} zKr08ZTLTSRW<4Ov<#>Z{5L=b7I<^#eUi@3~tLBb~Bh9iuS0^#-L99)ph~Pq|mRct{ zOiB20`1orL&=hi2%ifRXvCX<+trh6C1BZ^!qWS6Cq1T{^oJqI}OV%p(!;7np-$lIt zGFa_>S0?KI;LOdb`}wbn05=6~>bkdUxlaki_8bci&N3#RqB$B%qx-K>`UdyrBWwYZ zga?Xy@e!kp`$UT0=Qb+yUkrU(=1rOA#Iqj}79A-H@Ezb7mA_1ZEbC3%B2e&jOdV& zkG84c$^acRbFPu>EU3#!yu9**Gj&9YGg^-G zp`f(|qSNH(c)DH++B%-J8W#i7!xxTm7J>cX0ZHZ3lk1Zcq0tccCO#&H(FhP#1WOO&B_df<&%A#; zqUoDjr*DyC!3vebGU3Sh@& z01Pa8LA{%fkKqUu1O)}0zb2ULT7EN;<-4mPRm+-ik3gFQlUhlRrO6Fjgbf9>j3NHH z?iP_9nj0uZb%tDhM;b`_facZ_@!}ufKi@D$h;mcJ#c+)Dl4J`)!?IuD2pugCiAZcv zm=7=TEJbfS*;Ot~B%tdM@$h6Xjd+}-mRCR72{;QPq08^VqNp%J&Dh>(PeRA^nxVX5`P%647Po8jbaZyuK z^YDy)%x4o4d3k!^XBR(I?sDvyp+($S5?&bG8;Mxo42E*5k%=vv97rqS4FmjnACH5? z`KuL(r2wyX>^a2DZrRKH*DA|66{z6`T>z-__dS^Sz$vGRLj*s{h|DbJ88EYpozbPb ztx!w?<`I&a)m3Leu#op!i&>E;qt zxyiGb^NP|ww(xMQyTn{8q#SFoDbi4Lr0aJ!_wDHN?P)igEVdzQ4wmispdHrAvbKb!0oCgZ2k}MrDg>*F*lxv)#LQ?^1~rVDQ*_p}Vzc zRHMF@@l)-b^2G}ZmdC&CRS$Sf;A+hz>RJH`^?(kKgM%Y2P`spMFbgT08s#an>QIMF zb@YfTYaa3|?T|=Rxjslc?a|rSd#L#2G^lAszsnCIan4NrswTa1_rF&)mgK#OO=Nst~*pCGyuW)QXNIway7< z(N$(nPe!`U*~UNBOniAKKxjvKH>ck3p5pE8eidwu`q6J3#SWRzm`w0DyA$5vmVa~E zC|?vGtc1fig#pR14izT?%Xz1jM(}9Ht23IjcIzi5V3bc58g%;+zN|S}$%ZbdQIS-2 zY`2`DJpH3W{xd>3E$%`y6tKt|CCp}y)jaepryzn;m6OIYYzg(%-pzaG6$@jV@ zkw;2zbngE6U`-p3^HI9tskh#6x&X|$?7`^3+%jPDbP88Sw{ zJ($01WM(7oGJVmc1;i#dhr=@+^!e}RuhCd1guRSw%gG(NG03V+-) z@4tAU7w>&ND?*Dxy?Sk9Wox>);lm!M2h}yR{?(tbX7vjqkLK90-)*Ir#GF1lZF@jFw;}8tNMgPZ>sFi0D`??yw3jlYE_{-(H0|CRE zsTQwHR&wU)GzUD@$j!>KRC?xJIUm(d0oZL%pUM`OjqS*rDEd7)BIMxvX>!<~$kA$a z=J3sv;rLuNVCDzRid-NS>#xdPdy0k*AIZ6W{ynYN(zrU&yRWAwkflmG_;Rk z;z(WyFqa1!uVCCKQj5u}gmHDAi>Wx=W1$HXXlX{xtI8hhT%B9Q;BicqDMAt8;J^p8 zb*pWabV<@DJUkT{=!y{6s?5a*Ee|ieXRhrG#0Z6d5G1?5!%S^97gcUs4>R65e&W%f zR2Cb>ZdS(7C$CMDI{%naSK00^9bZY<@;LI;dgH~mepKILqajirJ3g+G3a$aU0|P_0 z6;}#IVe#C#K%^js{&_Nb@!GD7(zW?YvsL*7s8u}_%@nojbC&?7#QrO$Y1;k6FxteYm(Bxt>}%L^_9vW` z^PH$B0kH%T)*eNE9l@8jER_x0R)1RQ<&stKNuD+;HbkYX?by>-(S^P1nM-~#bv^Vzd(R@9W=QrOlQkEOI?Onn~dLnGRj ziILvAJuh@1i|F-?jAgAYDNIRxNly0hH4>JIZrsFRSm3FSoZe6!LAr+^XxGV-C=fFK zn+u?j?PJq|Fa(wqLB@0x6dwR8{wkPS0))bHy~~J+$-f76%~Q}|faN!zI5N2o<%s+`7{$||28*hJrF*gyHoj-+cEZAmrX_|L+rL4eUrVGjE`I$i*lZJ{b#h) zIG+~&r&Lt)pyLU>0?>zg%de&+3mR;Ji<+#kl|$BojH-cgb(Bx9cEYE+hd8hr>zK{`7988XTFI?WvBQ+!I|A3y#9eSC=E z=BmA=AKciREKKaLkQh6&6hA`RReP$t@%(U9W@@Z?Z9_$j*XMU>drU@h9Vp$?)8rObRuv$u40b5_q1S~e9RRMG|g227zY^U8ytoWX*Q;7F)9$iRu>rt5nMZkRe@&QvN zb41`Yev{|-9SNDMRd2koY-Pj&=CP{Ew;X-cJu~T1)&=kjG$0_PrcO&uojf1%L`Bzh zT24iDQG`516%iF3%lqKfYv{5VYYzx5SRioGek|bP07~z{Q0T$tv^fSZNI^g=At@;- zcq2kB=tX>#p#-0bHm@;aBeGu~!y_bA@u5@j_&cDY=*~N}>=I}wTo)0aKVE-Fr7slc zukZMz+f46IQ^)#!p{uF3{p6%EDvcoIRd(>BqB-t1_fzluYxC}p%%zU3LfP^68$bex zRugY>H)U0tTW%M}iy-PjG>~P=(VQN=1RV=-_w!Yd5xlHsQ`jNpwd)X2tFc=j15Jp8 zgoNnWB(#ko^mTt`b?ZVn_=d?$o_Y8Ol{)tnlLeKI;D_NI2ME5j%UiiexBQjg(dqVf zYieAbCdMb1sG^niQv5&gcv7V!MHfB>N;6M&rE-QC^a-@nI7 zNqGyjy1dPO-v51hl77tww{GTrdGo0QDoHy>?F>t-GWX}uXGfp3;|$d9zk*4P;I8-o_$^~uUZ1PMMl zAH325^pUh(hzmS@it=0{uDgrPYFQRf>qqZ@j$ejER#hXl)Fo+WVq{7Qi=&Qo$DE|w zYl>Jy-xL%S5WUpD*OLMX_US^1A_cm$z5T*f*LY06x|2RqFC8Odw{jQdx23}{E&R&{ zMQDXbpsz3L=g*%NbCiQXosWnQ7(4KOfOLuIp;B|LevvnCP%P|A9RUo8=*PE@KL$x8 zy!OKBAP7hd^hu)Kz8!YJDf5wK%0Pc>j7c%(_T!#BuEiK@54ZiuaZKS=XbN@X?95D_ z)qEQWH4$@?CFZi2sq=J{VhqLDTMd2FnBl>K3TDEIw+{Fr5+G-z5s&Br_5$>7ff(0x zqHG(yn!~Iw@c}n*s@ETZOe^(jedW+=34ykdw-xcznf$}<=YSnb;7F3j4|s;sOR0R>Q55FG60B&I$f5Uv;%Y^_8gGo#nrL%K? zPkB{Ad8zyg%GB^ML75emec%`H$OO%5r!?*ZU{%o(iHQ0KWMt%5$?vJMZ5h<9h@{N4 z7tu~QwWqn#it4juFJV_t6|o%}2vv#Qbs6pqJ9G-y;W!NYBc3Seu$7Qm?`(H*agoMS zbAB-H62R2Qwhx>u=t#2#67WLDDamWeQU$G2k|j)KJoXz^ppEpcH#QX&)#!+BZu56v zUtYJfvf^Uf%_)VmbOV(q&djU{$YS0faxnN0u5>WP$vN{Gwqgf&9V~=o7G})qe&1h% zo))$O=R!M667mJ_-3S@31kJ$j1e)6B6>0(OlH8o0{x(0S$T>_`|Q~>9v-4H$6fuu{{uJ)kpiq# z)YOVL%uhqV+TjvhslpEF@s^Ed)aD8hK{VTMpD--cu z1TO*Q+H}85!H`B~xxQBxEyLpe{D3=L1G{S^f;Ft|eHK@Y4rc_gBj z2LxU6_+ZesXn+4sAXC*|m8&Ssczq1WF;_##fI_z15Tp8kJScsRhxt&>D8RZIz&>1G z3SvJhdeT!;K%e3)=zQh1U6BX-{N~LY7ndr3fB)cMIiN&pMTWhpV&NC(r)p|y)2?fI z9~wYaSrM8orVtudpY<{ai+YAg=Ep!mau6me(eqR+j;5#a>xIcx#et)fARzovKo8r! zo@R*uNBk|I9f)_2EOy6(?%!DV6wrgP+bt+)GQ_B)H2g2kaSj7{mM(Sm`8;aN-itT?dW>i4jWpQqEruKdv#`$&(@{IWTI8vera znOgIVu72CMs~NZO=eD4^fF|&S*Iwd-&H!+Z1E{iq>j|6jz|uww(18umgt^?83f>Ea zgNf-3UYp>4d2SC{m}Og3vobgjteC$^+8!UgRyTc#Zps9-b=c|NaonTfR6U3MtYSpNknwo+92P2>ho#WGpwvLW9IM{&#CmFx) ziiP5lH6Ol4+T8ETn%c~JvE$zZ?ynmzV4mXSig zOI=SBBT<_lwyrL*I^nNmljSY;somwGF9xMnjD2UnM@_k!zhD)qzKa$TA8R@J#EFJ~ zOM3MY$5$(XfER+l`N=Q8KXla+vIiZb;AI7NYa^B*@0oWo0@Di0`Z$=S0I~~Uv9p)d z-_iR%CD^L3udf4KN?#j9!O|0iz)6~tS%I$MNE`5Q1CUHNxIA9)LiV^9k>|NsnomRG z%n()nAh;##C107(^lmlgX_F?ksjf9G$9odkC~n)FL{%}1u=s%Kd)UIENzr~nnCp*P z&MW;5VpW=B2fq1%h=c@FpUm>|vPY`k4?9?J784(K!fXGZP3D+7*0fm0c_$QAu}HFg zjwa+l#vCIAjjd@hQMT;yegU?N z=>C1AqvKu?pjd(@ev!_qNi<92Id2?}bSR37BYHA8{4Hyh2 z2i`j}I}1Er?0E)2+b;I{rR?nNQiF@-g(mq%?SFWM@7@!EET+a%rf#=$0d$41G$7+$ zRcsj?+qG)jGBE%Z2iCfK4`PI*_%%Z5qk+P}-nE6NSG3fBz{|z82Hr^o(qV8~D+_~c zf&Tyz)?~du5xdiNBLV1}H`dXSOA=4bBHn1Ib=OmSES%eySQ6<$x(E?XP9yD{K+>Fo z$UnVYYYi!hbY1o=>^;`_*^Jf!`>Qte=h%I9)5jATU#7oYiBUv|Zh=)hxt9w>ZASfR zv0RpahPB-JK_B^id-yC^Ms>JXq(d2FV< z(K*gcv$ep2lpKYWqIcf`)kG&?C03BSbul%KG%nyvqtzDc;czF>G)bG^I^UT1jl+`H zpjw{=%Eu78B&&S6(GZkwB;3{rKmcGiTzy_r3Qo)>?b*5998?r;z}R`jGE_ zXj?6sts~NF!hL)4YwAX=j5RWnjY@wO2YgTx@iQN|<7e5L{&j9}i-6fcng@I4a9+<; zG5lLyxn_IkM}v!>TTGl_v3-!o2iL2n*A)9s`qSygDJf!|xsR)2(lt)6xq}Y29)ubn zQbTY&mK0eZ+Uu&qaC)Yub}q2%Dw76<2CJDk3V4X5%@~$7ejTz06zz|g+)fVnWI2X& zn#yw1`>j`mh%ikM^59Ba@GfhNJC}DuGNF?OV{~F{xgzMnX;eX2{s#>urEzP3AxA^423Gssjr3UlB zr@AjWXP(^s|LXA!(?@AqgW}&-{--9{WhuUvDwKtgFXf&*NQs9q-2XmCV}-HmNo?r- z$3yV;G4z0_k3}D)5O2`raWrSCV8$QTcn{6NF$7HT^-IipKm}+hsCcvxH}gIt!`)rq zaODU>T;Tfi18hu;`hPo0qg~JIzdCsLAS1<}LL;SrSaG*I>_BJh4Wi;b)Bp|(vKz<% zC6wdCQ66^}o2y6RNwCfZc$ zm(;07rip5W@-mV-lf(XW2kPkX7?4`ZFc%lRjyzOIPU8WzoOZ1JxrPc0Ky=A)SpgSW+sIiUD!QsD0-Ii-tNXJ9J)D6$&s=#&BKkvHGSAC ze)seqZI|vmPm4j*%Pg$TD1CL?ZvgIGk_9JMkcs9O%*q>yMVx_8S!ePtMm>!We<*Bb zwR@mR%OKQ?SNJLZQ03Z~2vpmz+W0dv6o$pSo2bLp&sNRn+de0a-q;6jkaST%C1`ng z+<S+B2ce?#7edU-=EyQXJT3Rl$|!(@`yyYXu# z>e;xVGgqDE3O7H6U+kM}$GCT@A1i-IGwN)Lbtk%M6$}*3(s9Eq-ijA1#3EY65uTrb z6Zlu&_e=qj9YkPX;F#C=Or;5>*hT-+*~Drs3Eg}b?GbVB_6?-Pi=KhLS~WHYm@le5 zNImPK5#`1cH^k>1TU=KjOE!j6{k=F?)K9D)ticN?`o)yMCco{8xn<>J?0|Eq{en}3 zaO4Gh+<+Qqz@fg72p7G)piAXUM}Xo>gS#a~Hd3}OovC- zcTo`%XiYVCH$Rm+}8X`X5?xf;nosSid1>oK9C+LnFhz>#RmEoS}6-NGF0|3S~dEAtU^ z&EVJTfdQzAjg+`0+<5r?0QZ@;rImuj~C+2w4}uQb0o_P_mlV97z|X{Lg;3 zdVmC7ULFPjgD9z+5vZ=w{C<2<#fMlruJLP;$bN;c8^tYyfb6WjR87+tzG_&MouYj8Q^EZuEA}eIeJ5jKlq{DfnXZ&n-x`5#4`Saf(a{$Q|pcQ<8 z0c~VtBwzq%ffFrgE<$+7Hn=b+H5VbFG1Ir=c`_j|>>T6f(BaIz+g8ZI-e{KDG z)#tPpNq2i%4=Tn51l<7aOsi~W0X{H_jg9Ss&Tcbv4%~=9wb*`i1qyZei}*d;Jv&; zbO(2PpV@0{Er+;rOf=4nY}Hg2HogNrLo0_dn+<{e$RtR zp`V35D;u9vL=dN`IfzEXXjii0hy`+$Oj3NNi);qV+N?jMH%B5PCBW?rHx;doj6A=A9|;2&iXW`C|WcQt1N2 zTY~D!W5ftYCZ~FxPSUZdo|UDWwz(e@*tt8~3~T<61c{cXo%v?LRMP zREZX*{e{&856^WR;+iOr z{i+A-j?^#xWy2tzEZiW>^Ny}Idbt_Ad(299K>>QFF%dk>zA0WEx)OsOssw4^^YsaE z69BDSdFB9uQE|g1#`;|SRZ25}6OaHdNF^nFm*z755C``#{5dM&+q?aE8VA8&b_gG@ zY_Am=^O;nwP7MUVc}nWoGwJCrN5Q{W^Ee{h?Z&MU2k3DOjfO<#;1&1VB~U?B7IJ_| zJ$x7pq=iT*Xa%~Bf&u~pSG9oSA>y(j2Ck=oMZ-dCDNrx-1w{<5RZJNwb1g}j$@j7HkieX;8DYiDS&Y)rd<*GTM_ z&xYi?dHs7iTlYUw)193!p>rP^jrkN>nAAUef;BM0c=qxuxlEhSZ`x>$0~==N(6-LR zGw)S3qsQ3sL2^U1$H3zb3PgwCijYxI00O(av$M0dwzj&8s#W7i`}+0%AODA09e}*j z1;q&p8V;%FQtN~7pi%_Bx3Bb(0Y=!;FD}-}thdLVIDgW=Ya7qwzPT#(!MU+D+j@%E}x7N z`uF0-X)d_=HYfM%nj0jg%%e@EG|;kbjOxp~YS$dGlKAJ5huFlV+x0qT8EfBQp>eLX zvz?0$WT|+YMg*x0A(OhU#;PWAT3=Q*-t4pn;w~;OW>q>*^6>E?)Qv8e{YjWaoK^rP z!^5LWL4Ki-JL=TL8t$XtyUQxqp=&t0T$KVIPs~8C5vfK?^>e}zJsDZv(YD^WRwZmL zlQ5x1UBe}j%CP3nn)j+a_$YepdL5JLGe3uhLySusrw}4#ap$nUb z22Y$wniZ`_rd$&Wpnr*33|bLpr66f7-2DNd@9OfB(|YO{@QO+NZlz^qM=1*~b8gvy zWCAAGOtF%|N)|$4f2szm>K|TM7ECnmfVrNL=w`^gX0WalZ%fvC67D=$8TZOLHtm13 z0LKSemI7Zr`vbQ;y*_V{NI1q0s9`?h;IAY*9VuNv>!{eOm8Q`>6e@vE=2K zq)rH@$mN)+2@R-e-Ws&2^hXw@LitKosnV=hu4kY#iT>>g6-j%da#uyY)y!>d4ys{~ zb@7u6c-%u-_5i@Fm`E=X>tZmjr47qDu)x^-)T9Bz)|byMs;Zw#0& zIt!s0Ok{v8d}gOGVJ_7L=dcG459>!EI%pEJY-kr0f2L63a2X@mhBH3PH%6k+H{N1>1S@qy*i|bmQjzQYk}~+KePbnrfy)1yLnUP1d4pg^qPfJV z42F1;_8PcS7QB9hFf-e@Sp*h}5rO1lQoC2v#6`nHDlYYeab{z;GnmA|k-MMjnmTvG zKSlmG>o>B`_rs_UIh}}q7jyPk^xw#xF{dPqU@Tl(r%tQn3?n~2keU(mEQMAn47;tG zCf2}s;C001xouoHhubPY_bf!`d!s+RV}aGqG);cR3V&^mi!|V|k z-D>wsE582et1@i2N|M{h*Tj9kv95gjc5GSzR3$g@>*rV}mO$0W z4i*>xw)*Se3Jl^Ap0OH8X>oCl~Wt9cnL|&r7#bT=M4&6||6_c#G3;`0;M+s6es`ja2)QhL%_%d=`q*tXtH z5dMw5=c%=>6)!K{p%ZP=6iqZi95m=#Oy9fBP1c>q1|Wr+00${M+Z#~pmWt1i^!rk}k z&)6Lrf-cs7U4U+!2?}I{R(d?tN?y+n$JG{nra#P@j94s1n{T~gyn3>RpgLls%oC0L z-U`V9JTn}7*`NiE#_}CWSczP*YTtp|c4s;NB`h2x6jcqcBi@I9eAelce>;#&p!$_L zlK|}pOb$fSlXuWFV&NQ@H7`17-GVs)+*|H0Qm=)Z%x+ zI7o=PhfCE3=nS&!t0>hnIn9TRfa_$Y&ma%_x@uZ=y(5t_SbV&};>bA;s{Lhkbsms~ zy;)X(;`GK9e;r!197A>3L}To6lE4W>dj0(TJG0m3vRT_=e%-~xMjew&XBGItfgnrl z8!UoZhAr`iSX9~ag<#(vO~{8T>*-47hI8bE}ad)&uyUk(BQ62Gz=itPL z#=|ap-=w5zBHOxyY@wUZL6&?Tz$;bZGpOwYx9R!cc7|Osw4n4ZQY~JJ%Mx3p%8*-V zjCw$;71Te|O3vulMx*AL460-_Gx_LjO}2&);%E4|n@n?c9zDooB9!jkV)17Q_nsD;Zqr%5EQP7NyRr2b z&hJP&0_&wQfFZl_gzfk~ZV1`$wbQeDA}ND+k<>*^Nx5>T;+mabMLJe{drv~A$>;i@ z9f%V^PYr0q9e~>xx$JCj-vUMsY=x)>Oc5{%O#l@NsMjT2KhWa1RSfh{u{?Y6(*IzK zO;sOi)YQ2J6htR4J&*Lft>yCs;0G>TUZ91lUgS;3WS*MVL~s*gC#vnABA)lHUU^g=$&qT02!4i~*g38^8O4oBT*8 zL|sYbA%9AbAbuyFp_~VGHU3KKjHVKxjUWgLt~URS54fZA8h1U_o34C&28{_?wFvfl z8wd+#?g?>+=QeC8iAWF zvxzxUgu?GNE@25ed?v#r%#ZBJ!$01)+nv*;Gyt^^0ITf{3?y&4UR!?l>clcv5*AjK zW%JkwRN@1T8naH_eaD?C4)`xXcF#VDqicfPY~nu}F2U~OOs>;uvbZq*1nrf~oSDc) z`UG^-0(!r3&?fNyM&`p%oRev2Lld3Z9a@GTXi758Qc?-HBy6N7PKGW4xh#x9v!ztT zruA^k?k%$&73ud%DplK$+nD{<)O3+Prz`vK8=m*%pRv^tR6MK~Y!vos2q$#w|H(yo zzIBu7TsY+PGK}#DsC?9bv(?@Zlfp01r4wAt^wiQ9L^LbVUSBjI#})T)-vh$2Yq-iV z8^$gn9ReZwu)5Ya@E20%oCGcQ=J~|sgY~EZgBr8%^0ILxe|_GcFMY z^X^LE$vsh&*1ry{2_x*FwPeI-YJdEKyx4cl#aO_{WoOuVb9aaa;0oqA zT$jVMs*9b`66(`t7oik`fl`ximB?E>d+_(iL`cslP*SI)%otwccXYgX84FKYzGj@N z8Td=kglsVt5!ILVy}+>QKcZvk!lc&i@JNliyeE;)*0$|6S!I}hf$oOZ&!=8wtsP_z zvSGiIn+npPCE6TyPc_B)w88Ns`#{406e8|GuYQy$=Ci-h%-neW1f0kq{D7Hebu)Ji zr0<;@;`%s_^|ih&?dO;6tQmiB$FrjIt{Md0rRM76BA5yVIDtZS`kYP@S1(O_T!@4NBLk&-rKCYq?kH(nm8 zy_HN}?*$q#jSro9(=xttn5F~5MeCtTDs13c>Qs-A2cCX=ZJjI6!5dvLo|aW&-AygG zyEpFi{sU?{Gtjj!7tgXc)B?l{ySQj_sX?pX2%u)L;X&Kc@%YcMn&&8Dv3aHs5tL-U;m zTLDvAYmzT4Gkd?W6>9d!Aa@5aE%kLkp6t?p0pF5gw#6e`YsF%kTWOd&K3-}IyVxNx zGVQ#6b9@TRH%t!v^GBGCW{QWcjx=sE%L2PFG&)jx{QpVZC`#^VR=$q;Q}4@qGASQ* zWQ}n?s83zFG&g6h9+aJdS_d?is=8h$z~NuJ(c9~92mwNgnFPc-zx3ZN0MH)fcor6@ zr0yJ`{DG@o+`hd6OI`AQS9-}sgh<_)rFT1_-p3Z!jytd&0{D4EF4fLi@IHCCu6(WK zk!qRdv2Q1IIY$19p%KMn#K@QCY)xv}AG>a#+0#=Soje;q#%8p9>n#!zzO6lHVit@L zJ!mEWDQ7S#hs6lc@aTA*i~?t}goFeDUlDVEeBmKnX3`53M0^%X8`cyrV@0<#LiUZV zKc*rX-t=&B6rTRc!n=rgdrR0&vyA{-r^$5@V(|>&G5-lz)@zngakTB4rf^ekC%+L# zeiDL-h?3swWV!v4c$+-mc!O8|$fVDC>{oySB#uG7)CYch*BI$F-EEw!0{H|qslUn@ zQXYyMAIl3BQSRqg3y67m9O>*KW0T$B*0x-@kWs@*91{46apA?r%Le{F)%LPV zPq5u**g9bX!|*ZwSw_Y(8K|SrMw!eFiud#vS=g4ncemZ@GH95QL`B;{d7!L^jJTW+ zChQ8uc=$&X4!1JG8w3Ev0;3>t@FkO$(T|4nT;F>>7S_GubJ9@5D6&| zGB74g#pPO8+a)DXYFXQrF`mCFv!OofAk-K&8lUKid>NXvCbsr-Z^yhQ3DMQM;l705 z>>zOQ)&h~#R;ow%wlGG&Pq5J4AGF8w=+NRhX@#SdY{>E9-`OHZwkVG;7_PL+yUv;L zaQQ8ba;CA_nY;G!ndVJ0LPQvo;E!sZ^u#^zTL-bj2FZ@OLK7k5(w>EqKAd}e= zj!-bAW*9Lrd@OHYobyQVTyjT3A|N>b{pd-w$4qbBh2Opdb9!CI6upM^QGDZd=9h6r zB<2g~@5sTYD7>#2=OV;4^*&{f=URL+4Ker%vYh*qkF5Y0JTD4_ZN$$4TMkVT~ zVC}Q%DL7Q`N z-K@FBZ4W?hLCQki4^08vhQ?kOQ7$aMU8@PPc>5r}i6--4gu3#paVTY0=@xP=)BbNV z_>SsIgBN0cC{(y|KO$8X4#}o?N66Cfp_-ENEC|TtK&fRM6L7!jHy);W&p1uaRuiAV zQLvU>VnE{SVjmdh#pG@GateHbR1;CgptU^4WNON;qZS8+VFq5gbaz{xN6;*{ZH`;{v0e@syB zbyg*#Uh!|!X>*mV7=Lgd}{_~0G2(VmT${PPXOWsx4=FkEvJ30La*=Zy5; z-Hvd&1jxGZiEyEC+gBuv3*c*h?3vvWK`aG;pky)X3PoJK%k_K4>}1sGr{_%LJf3Db26!3MWj)(y|MgyrnFMOENZ@zkEEy3KtZICmpeYuz;nX|JTbj(q85! z2nykfPZ;QLfITDiTt9KuoxT=Hns0yh|Kz{|BHdaax|d|k;^$_t6>-vx&DJTe#iL%*(H`6< zSW5hNUo<8HJN{XT5>Wg|WsD9#=q{GJ@@ zfG!HERL3cKJI7R=vefeRn+H2pyX5-f(=w%hg4sMvL1<~jl=0kxBYhZT3U-8XRl)Kl z`{dJV=F)N{68^p1l8P68D6DeNjx%wZ_Php6+F?FD7uCndTgHNde>#cY(=2Vhg`@SX z`}!%{6`fy_;*qkk?XKC}eu@^8|4+Xe85Dt}Sox7NvFOCLSavKul5OzXtN5tz;XI$f zEDNlDDGi?6TksHV|5y8PAnrJieQfNTZPyUO$v6RT#{`#aq)lERW!QM--T3!VxKc1E zz$=p3oe8bUtSQ35JIg=IQiAq>M5E7MQYPNS13q9{pT}A5Zj)+jIlS)V#65hXoF3LW zj#kE$km$@nB;$eOYgy%Lfs4+}=0OI(NY6hw5W97Qc+fYvy>Lh;A0GR#_0H7|Uy_XB z(CM8ai|~Y!m9mBSh9WNC-J{RFj}!@Ew1nl%Nn0^8v$H`8Lr#L+4$1l<*V(ovC)lnN zM>fp9X)R@coV8vE_#H5oRuVW@F3x*FoCBhxbjpLXvT(g|nQ4^w6hw~wsP5*#vu35$ z)P^@o@i|8*a8(8SZJu5qx8EZ#)ye+@!e7&+4`GA#=L!&i(Ueb6Y*}{WUfd2 z_`KJ{^}+OjiF7lBy;I08Zb5TYjMPhiRN|r<239ZjOqV{hFtlOGBS?F1RL%zOe?CRdYUmbl?pfT zr}BUV_b|L<|M^3-{veW*8IV2$$6DJcGQ{`9I?{C5uB88%W(!|=RS>g7mbN@?bi) z=P?SqL;K%^XVD2=-@k^~#HrV#sNnGrer85y4R(%>cnW`D%X+WsZd<8vpSA@J1FdR7U)>PT5hMIQ*n2bh8NStbUsubT+s)7A`eOf4 zc2U_%bI;B^f}i7R=P`^{vu8c?zZ}huWD}_0cjzZ381MyLm3kL5{-n3ySqf?-xx#;A z73+)GPC8W0#Ks30^L}fJeKb&H4zJHdW}(kwr8tC7Kkvmv2C&=p(xmgTcArNh>u-6J zqiS`b=$OClUIf$pY_QuJutD*b9-yILAAN<(SN&f&i7m8xpy{g#+U(Br*%1GBZhK|a zx|oQ{$bV|np#A^0m`eOsmKG$t_wgK~O3|UwG7-l%)`c-T^^JWZRC*tGVz$QY!;P~_IHtOuHum)X6)%5J$&E*X7JspCx80$g z+r-kwG?CQSxb?8e11XDfm*MvJX*XY>#7dd~bcmBat!$77yBgXPb~K^MlB2&{rrn6O zkksz(9r<<`_n+iG_r5?KL5*^V;(}m16-`Rv`Tt z(9k&Wyc8AI5P`kSx;WZ(9&uPv!9XXs*ELwX=*dqC!>IdI!6JInN5*!6kWnwmq^ik& z?E53gks`fT+DEN`{Ga$ggZ%%0XKM3xNwEu3LP^T7Je1-;1tdP7B&iK3q5Ey9$OX5` zf$~o7DdP;lB2=)Oj!B3c5_#fkv!s&(fT%|s?Av4& z{oiW9(plK*3BX%Mur9~4t6WOpIq#*|{r_z>p!=N9C=_Be!z-g>dL9lW8W~x*vG>95 zr79at8>8C^(WEk(i2V`?z}i1>7g? zhLVQnYR<}fD2rbE)wiG*FJANh4ExaP^^r&f)zlHKDj*D#?wp8Z;7wx?a#08?T}TiS zw-w!oIE5N!^C3#%M{U6(_6cJSZIwU;Lgk8gV6Ieocr^TVoF9^`;?YIJ{)Pv`!^u^px% z8y|(|A6Y7yjYdAMs69SCseyk_705limC<#N%_F&-p=Vzj?8n(!6&lJjAi(0~r1KHm z>N-w~&o~vLjzh<|J8guZv_y+`4CB3LvzV%S(5&gk{hey;k}wL`ijGp~olXe7 zY>Tn6@`nqZGTqe+Z{2Doc1-`wRf$t^dU;fxV&zSM<6UY_$hF6EUerZ0DCGg9MZ0| zvWDM`t*6MXB}kzaGVvT?INQDbAtx#tK$+BAY0wswp@j>)dIAZEh=_=ZW0X`>RFs~Y zJ8o5e*#Yu;s7(@ zC`SP8NDHyf0v#l@548jD>AoQzBo>lR|&3bc_ASNA2ZT438P?{XnE?}ox9(pcgVsO zmbqxt7q4*-rPLn%d4;nPFM86Z+G)m(>u^Tub!g|cCZR5MxgEV}-)%FNM}BidU2obF zA|{SQJm^C=>T6bzX#rC~^ZxpPB;;9uJ3+0kZ6=0b> zs$fqC6KEW?4HF-ld!sy)yEA&ZGa7Zwytc8&B{8%RBY6Drr;wrHj~)?JgRyJ+U?bL6 z#981FU!!zi(LbJV1V*UERjVY1GO_G6Mul=4lL!2r%KXT7hGemG2J(V8*|!Jh-pn2+ zT+$o|#-{{UuQFd=9lJ0|w87H$+8aI7$$r^MaJgVYa`pZ88oL7S2bScrpx1GD;<4n=^!U~= zzL-MjJ6+e_ zySQh3oJo03QjveIQf3r8)RldS$7!WoR&vN1-_m*`m%^u3VvmpJuuxYgpSfXEN#2@m zqcYe@KLst@u|KurAh^6lYyO7lnHt4blJ~d&(E=prxopy?=Dr@HMf|WBRn`Cn3$FLg zk9X95w>BqGzj)4^rab-d)b+7UEVdvuO3jCw&v!M<$%tVT0=H^h~Y{J<7$^ViJt!``=tzrI90o8oX1dm=Zj{; z_rze1d|a(^S!vlRq3L6hy?hg#uO5CDH$^jo0`^+Pnz8GsNkK-Oo2|*- zP7Zt%(w0P{ur2~oY#d32?&L@}#Q3WHe6H~x+1pL&Qv_$6XhN3_TZ%^etzL%C@t|7B zlw1)@+O4bS-vizE)g3rz{erBs1KyIWGirAqje4~Z>AP`pWUEDTv8~)2bzFO@m{dcx z4pWsFqDhmRUI#N^eZa+86#G`ON)W!LSikG_#_Lqpy<9QVx!%WQ+&$iw^v<+YSVkX1 zU}=M3ypL4e-B5DHcbvV;W=u&Kd_3vr(+h`sd;eSW+Fe(b;`5TR7_*sTn<_!~qK4Dt zZHL>cy7D*RfqI;p8AncutYXpi7ZmIK1liITIhaAjDRd(g$4qiHx9ZNK>erXo$lVz?R7w|%yT>=UJ>4R%Z(V56+w}O$Nd47o9{H2TW7AO z*nGU_sq1YOza)qjryPto(_XxDU$&^fCcfT#C!f5^pieelY?^A_tAK?=vbXkETsmA_e`(;jn$EgTzM zl?9BIy?<3uER;Q+mQ>OQFY_51wRGHSqboOIVnbY7H>%=#ODJu0 z{`R`3S-I^Jwpt2hjaQ)zci!~yNKc&|E#^xd&Sn<7cK2?CgOigHY1bLpC@=}W0Ut{?SOQ^>tk0&OHX!Iu1DJV2l;oa9reUM{UXG0GLB{{(j75=_Y&2QwHNBWcS8F#Zj^ZODW18R z($&<{)C+3r=SrrIaxcPy)lo+AjvCM zaSQzX#wm5A^UcL|HZpi6U*$umfo+hvU?X;Uf6<&QkyC!UX#VC<5-7N!uoLhz(WL$@ zrPE3(8P|1EYxiETg5e3}*Vz#)Xl^DzZ>KIVmR8OrOd5!BInBMX&dVK0{Og!iZFGY9 z>Uqesk3V%oD_B|X<3Kvz=%ihKT}f4X{VGYhO-4DU6{?Phoxl90=F+5YR&cDaOQFyv z1`72R9{b^oK14-4HkW?r8vHPMu{{;)RcXt;iSB_OW2)%oBvGb`C(^!j@5@_4B2{sH zjZ!4Y3pZYm(LuI!Y$2YUQ(TQIi4UmqLQcQ5Zz5BLF9SGMM`2?<4I>S=VCP-q?Ik8P z#ONhjqOaoy*;wlcvXDoe>Py~C=EU(d;SlB%5Jn@ENN7g94Pb;NzbM_j+z)=u;6@5@ za6hSbPlKh(soJte-;2Nm^Qi_ijOn_p`Mbz$r=)SUgwgX)7e^4^8P*N?wN4&U-6>V7 zr$dX&kwOz}kJh>bP~?f)AsvrMl|MNixGuN1zOMKk{!Su?D%`J90OFfG#PvM8hcqq5 zgY}QyxN9=~6$-yMWb!M=zA!&1$aFoJyeGhV)$Jd*^vN=n-E7-ZS{Cy%NyyGqz=OZB!|vFt%pHIM0RYT1Qe@y+k6IeLKi=Oixbo zojWcvL~jt8g-Z< zRt&zSp3x_s1Zlc3g$N(RctNOQ)aDCNtO*kpTau(Lv$Js4mZN!$>5MgR?cN+@w zc}0SuvJ#7Ig~m@t%E=D}i_im{j?$<$V5*xpYaJF*Tsh4AnYQ)cafE&f)oW+6)Nfw7u zrB>R7{BBbz&U+E4uNFQzvOF&@`A~~v*@e4kC0(txoEYM0@gY-1Nu&XGcKV8;9!~6K zwv|i48EsQ7S9^7$6i&K3pgAsbuJo!vym6+e!`d8Ol$|BFa4YVxpt_Vi_L(s+$f8j{ zYNS%?F+|eDbTyv3y{Io$LTQnA>9kwPEurQiKo%pd89elL{Vip zW6Ie(Z8&;8w?lipUrUtZYS-k0x*DA!=t8Y?{*ug1rFMJ!aU5Lvrs~)=JIwh*uTNKg zdP*?7AA~K1K8wM`^C`R$dj z6*UK5-fX6Gy!Ut!AJgb)AuGX2smbiA#q7T5&3Xpud95N*_&l&P$J*2;I*wHBCX;)S zgTr4i@6ur;CmE=5fYE+PEgAG~gP!j3D zZ`mYz_Uf;fbF}x(Zibkpv1w;_)lu zxY?{ygJ-2s?1)V8NS~hXpX**Obd=o_2P2`gk9Q;iz(@ z9>pB{-PG8mgIP@9pHm`NrS(c2uZ(nOY>#h5EeHK}S4qgtM+|;y>SbExT?dy!g3GRn z{Puunc)QC*=?t?kpX0l14x!CDM`9GXFMeNQjE}a|dPWs|ff(8$BlqmsNS11vr7Y9PGX#0!4S|u~Wf!6!_yj>{H5hPA6=SgFz40;EK)DLupg($R}X?i0TiKyO; zX{IrH)sCHE?OLh}&xYFFnys!IT~f9S$D=eSPbspSbmW&_%l14vga@bh96v-09v!mP zHmirYuepm`gsZ#lkqsr0jr(Z=w@#xL4_PaoVSTQo zk?~ifFi%li`RAwy-gKi6T-#;V3AkeJOqS6MS3@R0KX!eAI#;iM8i`{ymL_Y~4}G>x z^UhG07QWSZrkz6%7k#G)KnES?vF<(42VpU?6)hZY23#4;I<}_6_lhs)bWq>cI2Ya? zMNJ~%kJImE`W(XUsZ>BOyumO*O7G*W3uCb3_Y0P0y^jj(ea`PQ;dVXW?-34AjkqUX zOU7kFtgvA}(PPK(uxdw7DU|4v-Sc6;%k4DwC3(fjhL8GRDxHU*&7R_Yp4Bu<*H8PB zeH?JWH#1Oy7_X6l8D*5lvTKb^1O_dtW|o(wDAv^4>QpOj?v@_QLuqfMdeq&iJ~3E% zXJB4{`>G4qyZ)@|vQZ{>!fES+d;ecW#j~|8zI+O88w$G#PjusR$ro9U-Ug^BZNB$e zDFYRU=)64|NHv_?Ki`pHBv;s7{*p|ox5(@5)3JekB$VFveVS0Kc2mm?4hI;`#?jKV zaX(u}E2JOxvmK(sa<4g43dzt@L;q^T(VH_zRT0|PuU75T}NRn24nY#FBnE&`=B(D@2ErB%aPNG{LQ zquAY49L_yX#fH{&>@0$A>z-q3C}$sW<&}sSf1q>D%agKH-K-0xV^A9i$ASnuKMZin zP+a^t;u}WlR%b4C9|8-YJr*uqg@S~~mpZClJF1jZDevY-SF+W}6umP-cwWqXThyj> z;J4(pmpV6CKbPCzpq1wSmg`o&(X$M5D4=R1I(%yrK6=4HSH9WtZA#ny%6-;Hu0M6e z!zY`$UZRbYgg7dr@d8Rdw#Q{P+}Ve&3nOv?Uj{HH zl$xpP;acf@Y2)eIQ(QS&?c$%jkIzE3cjFNF@|wW7#aZ{&s1Q8_ zQfUKQ*U-gvv2oHj*d$@(&ukgN1vnFMmT<2{LCgAigsht z9`c*3cravFYxo-tB_$;(Ay#E&{f)>Aby znf_(re23+k%2W zc*vT9x5UF=z~qvgAVfOOh@VA8^n&f*7hkWe(F!pSi|YwKfs)RX6#qfDCk6+&gUd4# zkVK9Rj>SV$Te^EI#Hb$jgkY(yfL2_TS{Md~3%serodY{X7ncSWnm-(c5y5hIV-Wl1 zHC+Nr@|(mbH#dLTO;C&=sK6>3;;Z$mUIQRl*pgoqEhSH)xjOz5x-!@y>RDiq!@-64 z+nXq%0I?hVd@g`$Z7(A?z%C;JhvPgvfeTJh&~QBKw2GN6aL7MyQ{7m!RNCv&Diu!r z6-pdo^FwYO*zrWs(bKb~0031uj*y5b$=k@jT8m9)1b=fZ*wNCY6tG~A?|^HF{lANX zKzMwS?+ya?B^E|PL|=$7Ht2~E|MCL;-(7y&7?c4hU=ZKQR%Hhgj!VvxO#SkBpw50$ zt&&}KLp8nn1LW>||L(EXbMry97gPpWtpN;MkM8S?Xg^+0t*dFrmEV^E&oGR6X+WLt zPD68?nR5589;ggNxQO8SVC3>4dLQuyLB#0K3VLOQgz9o|DM1x6IhImq+k+gI6&0+* zlaTJmsQeK&oJl*lY3E-uzJC2GwZ`g$(lX`4@W(Dq*CWhq*unzbU|a!Oc9HpLyz}OA z_~xRe5o^Y#NUHBP4A@1<2(envHwY+mA=_giz6+daQ8nwVnN_A1AuK1#o1Tgl;Pm_5 znspS5abq76MA*d3HQ(D=%meK>Wwyp!GI=2&Y=Z{9JYQGDTr;-FW^^lwLUgWPG|f|M zzFGkc~7?q|q|IHv>7}d%9@LJKyKZp&*=pD)a1C#U_m@Pf@bu6lWu={g}*0 zdRG>*!VXA?2SiC?GMHd0YU7V=?rd>vjAy5QBRr~go~_V4kr8k&O!cU`J;WApF3cmo zgfR)&^KWMF{=b0FPWWTrWDpBq=zmIR*&8;%83c6()xx~ak5YaBy*37p5Qq-pr$uG( zF%ADcR1_VH-N-tk+Q8Y7XV!!k7i;I$#p7KxSf}KX5FVJdMwj<|A{Iq_8|+?sOBW2t;Dr_t~tI5b=g>6`%u44h1FHn!>y1?BfdzP zfysac*3=UfrHJI`VBTzjXPUn`!d9f2mg<#ftrV3QWI|R29Z|}l6CJS}9G7<%%SA8C?+HEm3%WUBS4_Ti3PN@#lHOsKk<<-jtQ$6B!w0xm7 z>-&pU3w8_Z<1z%{Va_xrWUKnRAY3R**!8cS_>Kc-7W8E<-=$Sko#{al)$tn@wV?cX^hNOtnNs%f$3 zEt_cag@$smfeJS>k4kjIp+)@$lE56t@_9DXfGFu8R`@!)Pku#al%wN&F8GJ2B8yJp z)Fy>DAl++n6O)pV#2RrXrS#2s#;`nB(kVDxl3D|GkRW=T(=*8;!G&PR!m)eeLDtO&CLyM15-@3QE-}H9fW8OY-?`{4ret6-j zG8vu56X6HU^fQvWSAjzu_^V$EqGv^fA@R{+vLEhgc-UKV=))WFSxLINLr~PpHx3Af<4oeT)Hn@SP*CR`ciK26Kq*=7ZeE= znoFs2ils^tvhPRcm`d*O9^c+?cPSVQkd8Zg-9( z@YMc1N1QY(%qk_*xfP7d#u^u=1kp1GkPYHR*P92et@-;%kipfarN0YkMZBUWQdQ*fci?FmgC za^x%!-&dvezVNxT|HIQ)$5qumUtd~jq`OnPq(i#9JEcK71PP_PyYtc|BA|44HzExJ z(gKR_zR&mfdC#A4;qG(J-ZN{~teN?G7i0G4b@GZ6I|s-4@$vEDp)VK=;L^UA4tk8_ zV}i6==U%$e>e?DTm{<*JK|l|pzz(1Dr}+x8v}%*Dz!kYGeKkQ2>)qDpithxD4x*&4 z`wdYP^x{Im5;5n_5(CS5x~>rKI;rajx-OwK@!kGtT7L(~J1pd|3R>51e?i&wEe0w7 zI;cYz|Fezt?WWdsVQJ|c^!fzZz)ABbVCu&r2Wpag1-R16>=lq8>E$)--(f9L-2~p9 zwl0~1K!+ekCb@6>^TiYnE2R4L-XPj+86LRHHT6EcwQp|$c>{E&uuYcII1l@(@t&=BbjWy{*BmzP(v zD&ep9_hV*sz&!u`xpE0m%E@9aT0|eHA5k_Ngsn1*R*lrqI;ur}?r6GvftzSH9~Z(( zZqS7s1TczeeOpn{_Rp|wx6f^DdYW(FUR)=A`oymQnjh!fTmbPc=x*xszzY7)Y*DHD zfwQ*Sw{YW2UmM=hq>52ZopjAEgl-xeFSz%h0qm5}j|*P_qA1$dHkOw^gP9ITVW1c| zxtwvT!1-Yq^hww^T{*a#$TmE8Z+GI)SvpbCy@ahWb)aU@kZ;je2n(X`(DWr(d=1D| z_rMDP<;v!qpFwdasmte{U$aWw*2 zszJxy%9s&5PmkvrygsjBlO&WofDFEZG7B^^PChaYc1q$w`UARng3I&Z9`rzfwQrzs zzkB?fe0gbmu9#dKuq0*ugO zg*x$$od0<7kh*o=QAQ{HKMvR3=+=eyz`Nt$WyUwq&%p7l%41Scj^n0oPU-Y8A|m3= z$GF(oNSi^4Y!yEm?ehxq)7eVluIDh6rzCw#@JmZe3m|~C+O|z0AH&D%rrX}$-lK1- z=R9|yW%D>{&Y650=og!Mfcm{IwxKAAP zHxsJnE-;;V0zDn_H|kxSoSZ-zyKeOjXuqwhHwr1W(94Bn7=@S{YQnxhJ@qHscTiKF zrf150G%0+(4$l9zWWkgVZ1BVVZi;uuU$6Rrjq4sz5)2x>#>d9K1I640E?Va|{;nOT z{NJ|T&&Uu8lEo|keb(KCi#|dbNx5&~3d?(%Z#IG6zTotB0BJpJZyjqDj80AY2<0Il zAQY(&+cs~w^S zqI7fERHtAbu&vwlS(n z5SSivF!{Wtt-n3s#hrg`)v2H%Qv*u`jgz+{KSdt@iAhe|G=MUlXl z9DEtoD{vq=My$C_ycTryOuTf~hi7MJ6W;C8+RHzeVBH%KnxTAI*dkx<$G&-S5140K zD;~^G1=G=rwNRxY->>3@MH(u~%rKg1mS%5FD@Y6WWXhd5zK4_zo!`M`J|vHhjIAQP|lj>59D*Bdaywn>%4-E-66)0t%`nj{+@a1v$%5ekwaX0JpWXkbR4NlK} zd7}&##ny63+pn+TAo6M8{Q%ElItw~|=+>L&9eD=VBzA$=zRUsiddqgKYv0dy6uZir zvKGp~YcOo7l1Z0Os~xHIs@@&W*+Nc^KlNIW3zUZ>@yNZli2K5K ztSeKsSSvE8Kl%Byy;#&w7E0%?zdzascMuW7vNKcXlAws-FN2#oKT>r6AwSL4=qhkF z*LOBi=+NkIy+(^P$dopvq^OL$gt zkbV2(>qCG2=-F@1+z*4UR}0$JNn9$*GGazrMYFx78;1}4bnJ}>#Y?X zYh+R6<0QMU*(gu*V(t`%>1c?x{xu9Tf@f~4W1j>aBmAnN6#55_{8anj_?C^Icdd)M z!suo&f;=%m_E)_5-JhJjjkwS4xE!UL8OnKglZRfGNZ$LgaHKCJk9SCe$hl_!Sw{~c zzTGJl?-t-sR{EYoFdgKu=Ef#$jRd?WDu{x#q&BV=iFegW>0-U6#pqz)U$|4D$|}LR zALSw-#{zyRV-Iz~pyKm=K;)#{Nzr)ITu@uXbl>K^JCbyZbRZjMNYYZQ`Ik03Q&WJh zL#0e6)(|KeEX;Cb2WiOe9}ng0_iyjsPqHc#&w5nnx=72mcENsa(~L>o{7 zY;RjA>>E3oZ&KQb-LK?g;_m`@!#mns;aw*NF@JtS8E*`TD&&R5T9xXQ_htqE%C=TD z(mRpDj>*UO&D;R1xnZ>RpsR3yuXNH5um6FphBBD!4JVPJq9S+R!0U;;@K<_KJpbj8 zXdl9VAfk8dUNOF>Ti=VPZZC*+K!h|&(c&&!aNm-;0FFBL51_xHR??tzT!tNkP0w@w;1u5-hNtk#PA#p!R$9XmV!+FqeY00-FKO%?guvy!IZu1NGb0 zW6AH$AXU<^00JG^*)Cov^Sh^=*MA8fs*c*qRBBtFOni_UC2;a8iJd99b$q#JjYu&J z;}-S-4eha14Rsov3tuS>Cvmnd$JROq$`bmX{fXxsTr+vOnc8vzlhOQF-wk1ReUj<7x{q?jw1S z(d&CA!_?|Ti=M-Yu1B5&3&>AfItcnm*#%_TE{rK10kG+N(Sy3(fB{ljs z10aLhU;3JQ#fin6VV)`ILYZMf7s`L~4;N1Ue+)&_TGCDLRJ)=G{FTcgAk?R8H#W*yD<7k&jynsbyzBpRmL&fI$q4RrOcGyk)#-iCYhNZl_=8C{M(LA?foC_tX)s0 zsdRA1UfCSh(N4m6^ay5dGh)-@t#3z zl>((uBc{k$-5tEb$ozoLuiL4!8L>fqAMvY%a{2s063JQAv%mMf7B?97OCjq)T!1uK z`2(y~VM-Ve)JK86Eni$h$&jj=GZGQBLbMhFz=FQkq=SF1omG{lqhHX&gRxy*{xN}> zDE6KAXmua?>Sv)Y*fWhAVa_9){ap$#xx&iAuI*)jx)nuvG+)YiSp`17=J`|}%c=u9 z{AYrf4uvZI+X(pyPH1V)+!1V?6;GZFcPhb%Llhr@GcUB5F77$~RClDvraqh$yNZ9R ztD4?x5c%!sw|!B~zppkTAzQehs5PmYE#BRl+?nfktAP}l{gomH|C<+kVhFa+q$Ny2+%fuab3C$5O_F2*lj)gi=$kzI-x! z!$h-E$Lo3R_NdHGiqH(Je$QIxHvQRcLascW|5Y zBXW=tH(J33u3(t`?N2%sYYfv0xNfqvGHxPEBz-m~X>1V_@<(h9h(|`JEO74bWB)kKMJ_Vs2dtkHFU+m~ap@&b_?GGtpuTJwr_ej%s>A zt}9EZHdjbyu9ivNcW@)xfykyDLOjG4_; zFGmU`@wT^A+-~@(n?}H;hy_7=!&SXprQuVP8BPBswW?G4pa!t9*|{r7g~cF2Z?io^ zu7CEM05Usq>TTveLZ1xU7I}jHBep_$NJp_NWWGY?_jtcH0*?YQ{rG6R!)_olx=fO!u>FP5Vn&`oP? z^Y+vK$&IKsLVLc0XoPXZQo);cr6p?Zafz=^!p$JH-r3|hz9mg#E0IBTb)5yb>ouJD z6QIYIYQj#N%@Pzx+Z^YP%f8{uYlK9nKR&=ptB>T$zkV(I>`2u>rS!K0OJWuY9yR<& z1l!0{ck}1?bur9ISjX2aTwVz}hxbZ?F0e607EB|v~ zEBPmu$XHZ}09@B!knk#|V_SiACtEc`+f65&tdJoUuoIfEJor0cIWxA2Eo>WS=?Ga# zL)SjM3}I-O1ZFQl^f>w-L%vSE*Yv}N3;rCd^Sa_t9FSZkdG;f)(Vt4d#|7UzRwnWJ zqll&0w>#10m}h*wP*71W6Tk<*XAOj5f+@?z@`WVES)=jQ`6lC4G(qwxSxs1W!hFWg z62)8+^|CcE%>MzveT4+P^o_bp%LSd0Ca16Z(6OEK%2#YjU;l#tC80dFFGwmeo2BAV zsUf9Oel?sM{UR;H&W$dplhpwx;hFg!;CZS6AQup1Qsfipl+fb@=OIg=ZnbyQ)YQV}aY+|J#?RZT*FS zB&+u8UEr^)*uNYW$FP54nlpf`e3Ybyj9{ZOV=IrOAxNHzdFtL!h!bbfQwTeI8h?Ay5(sA_;2b$XYMSfO5!vvY@IWcg2 zil`t6zdsftW-RP5dkLLQ29j1tx&RE_0DV(_U-o6b;EQJt=K5i@4s}YZ3nZx3KAft` zQxXhlzcqYvAqjd~6niUk$uN;xIyZwiyndp(d_eqooPtYtC3a|Ozw1{}`4m{^1NuBxwq*V|)IGDkb?;p8pwi3BGSz9La z<0i(B{i={t+8ZjfVVMLS-OZ20SJ&-j_ytLHH!bi-;p4B9kg#n=Mbp+|&*7W1hm%MK z09QZJO&}ywW^2Gs+a}8&#d2UimE(awM%}0=C5)sX_T8f8B9zw!Z0AZJi9U9}KyH$~ zVJ(}i(U`dmkk;yt3L-zzJgnIgqP03cUV!@7R*oARLK5GBtxVAG60`Mf!bPb!PPcCQ zP=6loACx=IrbU8}2oUYJZ6kaY8TlK~n~9P8gv7{gE^-n6658%kIRsijo*N4FdxLaKWERUv4ax_FG;wkne@zX+Q7+n~#WkDq%Azp%9O z({B^RShw1Z8P>Y$%0yjWrM}U#F9I=7U`cK~@80+P>8~Y8kN0u0_FFT&WpEJteXL40 z+o}0aXUexiNHEPi%B-`e=e#*55qda`)5@B(!EtzL)7p<}2US_^a?*8nS=iTI(5o)i z*0K3tro7!0S!(vINgkixaI0p*QCkOUuFv>z-786cocMB6_CjH1u}uA16|ThP2CIS= z10pX?RcVpok23$NW!bwzs^qOVDF!lMW~{SH((|o{#kO+Fth3KM@&C~RpmBjdcC!Mh z5eUqXXyTk|DmA^DGRg^sX=D4|q=n#+A7@@L35r#vgh5&6vKffAZtHqZVmL$Ir$15a zq?fY*E<>HE^cMG+IP+q%k;;q>gT+u?Zq|-XexDQpA_!z95VSo{yGMVWjHzX`jjVc% z35TjFV?$zY?s9}78Z5*cj3YNWRM))W-wQw5t`UM|P{Ugu0fAyWMMP3CeDrv( ziw-H(9(o=plf{k)QVJc>s6SXIvtK6tzBk2%G%dRa&LbyEBllU}1x$IJJy-Gn(SMCm z1`Tdg5zh%PJ8Zr#aSkU#J=!e<;>2x@{{^$q>K}fD63IwX$5HK!cATa8L3|S)Clfzj zd*#IvrfiJWL(Ij1p*El47LM9DN?gHvLt(FA@ga<&;FcmQX}Ld@p?qGr(5qUT#I*zt zvSRyAlh*3;!J4~@O08^w+h)R2Vad0~G-pnB-68wHMk&{Qci)Z|7Ss$kw<51yZ;`T)me zIBuwu@h80)ZRd)f(Uu@g@`EzR{ERP8VT%-PzDo2r8HF_K)uk z&wcX3*&iVkZgt*pH`_)sAF)8BfDqI!Glx;@;tDGaROR;BbAqHR`MHkIR&3D|Q4Y_* z262$J@>BQasp7NU#1fNBY03_uGllVQbD8RNQFyax?4PcFf|Qv;g0TxyD0hzb?)aYs zfb+Ujh#{=m12s_YJhE7P^^_k5HOOJv4h!mROP@Q%h%wxEhx|$6*SuVX7-Zt^AapU} zg&~>eJ0M=btQ4H<2-siS^Bfk%d07s1YHZ77UzMT;pnqmk%goa|XEa7f>uWbo5M&r8 zKS)HMxB+|dxAh0DIVIi+`}?naB)HB?cx^e_pG7Nf+R?TT7af{j6%vor@JM?f1@`m{7Qmr6K;0jJq?U2@@~ z6a*d$H8gSu`^34V_VMBdgT0Hv1h~Y#KOwvQrIHpQ{4IwP9q=BPRZJidSNJSLRY{m2 z{p5c2`}&7PUPr#`Co=c@y$m&wvR-MT|4-Bf6L|c8I-d$jnW5HYdejhLDp>T*V|Kr? zDqhvXIhjB1P5M$kgv?yk+|ZYX>qx_}6bN*DzR!F6$d;gj+)8>&-sTt8L4Up@tjZF( zT9uJ@Le2Vi*d_R%F9o82qX>i}6Hru~Q9H?0x8dQ%_obs}xHi~oCO+1YRn?}qtPIgQb6 zJTi992Fd&1{#k!KFhBmNM@L1r^7@GqTr>1c1hQM61UL+_NBh?0szrts=jSFx#oGKi z@m>>lZZ>UIjkfI~X9!At$H=1ZIeU9A?Qa%VmcwcBL!)jsN<|rijb*`!60|dyeq5s= zqx5oIl5{r7vBNMsoKA1OeBk9ObJO=;>%Fr;PGt7;b~Y_RIOQ>{SK=m`S1&1FMK4S9 zCTNZw{C(3tkqkubRP^BBQ!V{Q5L(B%shO(p8}gb2UEil|%h-4l*I>Y^D_qvh0rO2V zk6BvT*ja(MLQ%M^6_NnC{pvg}L^G_O6Ee&Pf?h-`q}W({ca{Ls?+EfpVUm0FEF2@A z6vR4a&BWk2q7QOd36hY$53LHK6 zIB~^lC^6U5JV@ZKR1_KB^Mh^1Je3v3U!Cn>KlR-FIUq8Ejjgx`61W(#!M~Zk)(nke zR#8^4*jv#_oZ38xq=UGCY6Cu`+bThnp{la-u=8qi%u{GsQZ*vn~~l zKMZgLCBf2KAZ-n4XP6>zw0cvb;YdR0yO+du>KL>B<7;yU3E*O=nnAJ|B3M}@iyXG9 z#zdC?cHKI8p(ar7zg!+vQzw<-%OwxlV$x1ChwrDl6ex>UkpIDKLTr_f`q^_N_$EUg zo{uonkS!Kr-eBYjzQ~;2P4!1NakxuVzZMj-@Khv zbG8G(QRYmqV;zkH68cH>#GT)93v!LPmwL$F1Q`m{SZxRiW`0!$5UmLT@JiTf0yRAv z7#+J8qjuU~P10=K_umNBHn(^UvCIrH%!}6mevR?pqpLDb*hdb_cwOO+Xt z@9m{Sk`pPiy=6YVs&kd^oc~74RCdfNOp-MFrk5HC9%oYMvgHfcDIl+Ap$*_l9MSDY z2LV{axUwIwKye68JEP@k9(xs)D|OlDrMB<$1e4~|4>}HY1)>>WDEV~%tk*gu#o0rZrb>Xc1q?y-s)e%D- zB(F$>4y~SzR*X{{-AS3DlKc8oaC3jccHzPH9>HCWi70shXzOA-{Xvv6h6e(Wz3tsX zOs{dV!>bd!igjGW4(`he5=UO4^2R9Xb4y;P=2{GNWI=NG^1u;)MT2qs(*p4B6Kjcv zAPwls{+_>m=bHnij)^1RjoQr%)$T!1 zsb$3)&Q%VQ090JR&^|F8Au=EQFOq=v7EUXTP84A_fN0 zh1%Q^#2^Gkmuds# z8-bTyEdh}urN`WSwTUaKGvg4dm)3h$FCnF&J%z`YT5IiZ1eZPooGf~LMzWOO=TM`g z2je~K@^OfDRC1orN2CiDHS=a##8iA0kg!uf~XCh4h(`k2kvxcyA@Z zu|t~16JM%!r^=;J?5*LW+nejxy+wlO&e72?9DR|M-p@VbrjIODo&rgf?X$XgT)=1t zEFR4DD}i?{k$&Ne8=ZB1=r$DF_yB~Ai?x6rWKuBkuHqA`IunbF9XZJ8DSX$V7_F^U z_b#BE2O-gNv;XS@pkF~$7)-{?Uo^RyAzR%$s}!~n5`5ccAL#LiWRo&+iX(+NCi`{X zp`OuF7WHR0eOxV&UAt2-U^CRHdTDxMST> zF5@cgkd7gd7yI84Nv}J5%j0=7Hrs{N>LP|dk8>0`uNIzTg95WtMqXa1$0BPIAAI*L zF1mxSa*7tJk{^E>-l#*?(9qS3OuH0$bO@|`P~r<1{Q$b^D?n>)csQjsP01>P+l=-u z22g*Y@CrboO)Eov|4a3*^yD!DE@`5+sVtBe+)2Re9`%~zzb%c=$)EnMbX@)7hkCsK zzBOZOkj`qfc}IVd{ow=MPx15@g&#Ewe|}g)!(%U#_}pS_XV1)rHLZE8S?F1mio$NB z)N9Jbd`-Zl{)sML;b;HF*YhT))9fwEo#iIhiCCwBrrh&`Z7d!kA&(lS6u*Pc1JT+_ zX7OKrG{wVYxQ7(onFyxh=>GZ>!(+YQpBaAnj-Llt(wX}|hlgnaW6OvS5rlT3j_Xm*7{5l& z(g{btKT~dRq`=0hnx5sO_1Cjnj*mCRoA@LAGWw8MVv34v=UF7@VUn$+1$(sn_H8lG zdK!x;zK#uqQz(36f``J=`>v#l9G`yplguL;4h}sT@-J!W7&S%i#iim}lt8Hzi%wmH z9Q*-4&YWFaAZxti5XC@bxY9!j$4;D3LE;o>!iMW)D*kF8KO=-5;_+5>8!o8 zvDsA?%#*Y@FkL2}lM^w$#wdDEWP_w{`T_l=&?Bd1gg8V}!U6TNi9st`mVCL9alCB& zV5lze8De6NUf6`Sa{vmU-#7GvYO!Y61E#SjH|y zDGdMa#>$Cj9`Q8#zhcrICFO-&YeRmaFmU*5VUQT@Qb?aU%gK^lcec|Pm&Gm#&=e0; zxIV*}c!s#~^6~E>d4D&jLpt?F^e&wMEy|kVX{?i<#s^9$ycySP(l(SE6&}SCzd)iK zi8ta7qZUd!XM)SqcAlqF4d{Ft#>&nnTqv|w!}F3A1KrO+>eP_mi)xI&-PTmN`C+3H z0k>)D=}!=NUQ_{RJ9IRL*YgWV^fbjtJDJ^QSzyKQA!htNr;<7b{k@a$ws@iOip#H} zX^w9{aKxTp6$NpSu`KSQT=^bw^G8up@i?DJ8;@TDxBs6Oz?HFBFr^-gqrM2~-)i_5 z(Ze%6yQ2$B-t|8s*g=~?n9h-rFNpu!hUH~i>}q`25@6PoZA~4jR_sRR2f?z>s_yN5 zxnHWyT=v5CC;fxj4o_&NsMNM1?m&SB10!Ex|BIJ`lp$~ zb?ClJ8(QvYUD&x#4)B3*LDV{oiX=#pfb@BPaHoJY(dX=Mn`LJp-K&HhUE@W}neCI!l(Lkbq{UJ;z%7uJ(NsKH4>Y_fRbUxPNv3$z=nzd;7b~D?C+uv2a;hh7XQ> zOd~PBO{WikeDh)-msI;^OcVI_%vd$T0PQ!N(;8bFYWJz6oNK1!q-mQt zsiPL|KqA-kcH-qZp`kWL;zV1?f7tMna?$QO&f6|r7JpIE*SNTm>#>B`Seb|AwI)r9 z5$9)Ss5iI+fi5rMPCt?Wbn65AEOzC?F*omrHB{4T$y08kl-*5Jt$1gQOmz)Ec71;q z=vZΠC)N9b)fS5m>bz+==x+@`d{=5%L0w$is$&{r=@;Jg=tz@ie9N5YdPD3wWn$ zj$}3I=)pWYyR65xW@jc2X`APRdB0E+OXV(W281td#h++tgam$thez67jC`V|C$8Nf zBFS1GF|N*2W>-m%+k`vx(l-iQWcR#_*y3Mt%2wtj_j!$%l#6JT{rYI%i8LAA&Y>Ww z#$~#M&Xs*8z=Lu1OU1vXgP{iUK5u=k)U6ZG2thl(5|g92uo5QEmm-f;G<;;Z%Zr?M zy@|-8(e7aCdWg)xmOl**YA+-|(oREBLDpGN`mMW_N0`|7@%2isi-1XRaHvx%zIiWF z0hYh0vh43azwQf{B!w$zW_5WM7rT%0(I4ZGGgYABc*V^=vey(&+5_A-4F-@SU80ol zsDx{3Z`&KYa84Ysd@-Dh%T(|hJN(XO0+QigX7JF0JD>E0qo*BG#q)|o72a%Lx3lYswz(pK%t*S- z-0&w%}N2%ADxVB znv0>H+<$c2nO^xm6BGaPFe4r-#qvf3jjC9FzOFy(UZk-T`_r={9%*SjjPhw*9D45e z5`HJG7LS%A_@JM@_(Z45m^(tQqTJ(loY_)%`8El;(= z0Zw^|Pc?CbwrYAFBTcd24!Q`A2F;akYS@(o#MI35qIN9q3~rhH*JIIKkAtjB`Kr4= zw-d{)^Cttwe^(FR-K9z-se(DY$1qx}5cq7S?acXJicdZpJC)R2@qKb>KYn2=Z(`Z3SDSlsqo(Go{HL?JSQ9C z7XTYsK1((%+H(Gtj8jABGg$=A^MgR?ZZL$t)TkUtNB=WJ<}mB1si|oSwD-OVq3O}` z0ZxDzndloDsFIAy2G(Rz| zOR0G=bQ<95RX;>FuwaAXp>BYE7G2g%x6h4yO zWp!Nv!95B~XjW_$Ki^(MLIg(`quN_EA)4&uwD@c7YfRvVXBtQ3O%cJF-8du;UWm=U zB&zA4rYX+)@5>6`GLjgXQ|h@?EfvwJIk)}odp5l2es#|&5bd;}hS>W8F?F{@0Bc9p zH*ng)LN#6Ka>>4kC;_Fuxz;4yxdT5aX(c(O*ij8nE(C%sYwpv%6DAp<&BHxcY{bm- zUWm<|XJ&zt7mLz*K7>3@--xFkJalQ^|KPDS4}bhAhC_8Z;r@q$Ma(g-BItw&f^QU6 z6Yuaq=GcXA84YN7sv+k-)N)->(13qVbx;=hS?pxb|icV|E`tv zLyWRrG3~0fX}PC{fb8oFowDIiJr3a$(X1=KMFgMwWnGao&cG9q3`~kzM0W>tF1Hhg zm7ob_=J(w5Q_&PNy+sDcwFo`F`zX3NP`hJ@So=@Och4Us6Jk9;J%5bL!cy zE;LExXr8J!cIrJ1St68q0cLMAZ~sNb(RfWv98=s#)$I^p9GERL03jzQV9V>zm<*Vs~wM`Jk&@#2yGhMmM)ip2$*6{4}37vxl7C8%gpBBto^ ztkdSb?12RyJfKx|#FTVY~}Z0v4{I#xo6F}EoriepO^!sh8t)Cf^x=3nAjvt z3Bbe43>Jr!z#Ua-xa!#O^%=rxd{{z>V~F0kvHra7CO{o6&)scl$rm6L+r}NhnzK*=| zDjLgZeaXEn*V59B12BtPR9Uso{%rV@h2Mp-Z6+H-O|7KWOW8O3#}yTp%XPmt8{Z`(q>S+7@<|~D z9_vxaoKntNu;K^v?fjoO(_y3oB*BLB6i4;UW_2lQ8X+6Esc#Ri5)L=TnVh*i$uwUrq}JrY4lgon-u`m zWkeMl@7mI=RC;rZ`x*vVqu;3fb`yR&*ZSi~>U}ma-Fx=7)zK_-;}adbkKKZ30i{#D)&P!ONZa&1uCT>eT?ebW-dI$#8rH9Xc~uu9d9Lz z%trpNga|}9owB$3eVVy3p{(d@j3;K0ypWcDUdf4KaCAr!ya5LT zKsC0zwz6#}0WHAZ&6Z6|%)%o00)}EAPTuWBTN#_E-p(Inm072hpVUx({p~}IlN&7e zX-VH2Rr=v>H5@-_>Kn$7Ijr2*R4mgn8f>YAH?tad>w*{x|8rl}y0i$&%U?Y=r}b8z zo+MkUpqv<^l2yjv0bP{~#gL7AZpXucrZ@~877_KQT1(hJh2}SM68`NY@(F*x;FQg( zzjsmG#rT?V`}hk++>e+Iffk`buFi2!AxLC!@EM%IMniUzP1s!Rdc_=47cqpFM51cZ z$I&Nq%E275&r07!@bCBF^kh-z!!s<8cW#Jlqz&al{8zK~z-Xd|(Gq!eA4I64RTC52 z*W}1cdvbm!@df5YuDXXhO}_bqpF%c%s=E)09NuEY)c&oxs}Z^^kur6XJ_M3MDvAKW z+K?~=Uum%-yR;H0KCepws0&OnCVs7`-go4Zl zg+nUXrlHZCC>%Ow0brgJ{^04RF6)S=*x#PqsRdc~`(-y#hr;g_(r+Ib;d^6QeTcRC z#y&A~gk@~s7WzQ$S3J%`2#V^4XF5vXK=wXP_w&u(KF+K}e5F?YOcl+^K;0MJyRQGV zKuc4M5CtcKgCoN%s^e1SY+kppBsXL}p1Bk7W=v7eqas@K7qo=A*_V=h9|p?A#B#?FU+ON;2KDSuXPL#ZoVpkaR{^f=8EdCYCi?sN~Z zb~Y{yuxThy_%V0%LT{LeQ!G1i1KbASB)dmZ^(QQ{k6Pvi{#bt&{oN82zk=E#P&Kln zo^|q;>i6H}839^;w!Q)A1l~dSLzcr9N zyj}Gt*VQX3f9LM#(uJ9hm%6*%kmhiQe&yTf!O<3DCNz&%8DljmBUitE_8bo9QHa2e z7x-*BtiO~k#3ujw zrG$(Kx596|_Bx^3BnV5uR?$u-q(=rd0~E$9)C4+A6` zH9BdQ0e$1#KZ|=EJYp11`@LE;C*=7My1&K`Kdzl-IQ3uBAObT<9nDFypG=tO5N=w* zZ{Tm23iqd%m~5c?moBbgWWoT(#|4RE_mf(1U_X!-*VB;+kcf(~u*_ z|No?Bc8~dIFmY^06tx&ZxmwbXdK49S;3X_z$gEp#3TuUV)8)Af%imEedaTuOGK?UN z%OY^sXm|<;GxR@O{Zh0b+t`%1=EDK03Nl(|K1|}8KkX@6Xv`w5XZa|Z01P*W1T2!> z*V*gY8QAluFq{Y*1>b+y1qIT~4_I6niAf}xiIbJF zPx}g?D-1AXRFE(Vdjjh<0;YO>+QKh*!nah|%kP<(8qGj-#u}aE8@Rj)dGjHA^O(Nc zh?67QE#NyA)kq;!p9IPABuR zQ`V|>L>#LE;dtKhv1kk<1BC=bGj>|`{+X?hN52X|m)OtMh*rK)YM;04{>Z5wQqnk} zzxfLs95zG1LPy$F0k7C5I(}UunNY*KJe!y=MEuXU^N=z$5FSqa8hEV4ED915zfN#y ztX}iYvZlQCJ*Qd?C?9*W=N>{Uv`w2o9v!5J%2fT)ZiIoT}{@sVB~o!Ec1ht(ZPN$$C#lf}`iEoNdwk z$;rmNqpH2lq2xF-KL-EXHMknmQe&}*UKOMzR)>c&I?tP&G<=AdMe=8bKZKICc*<;C ztpnQSo27e`9&pa0cXgcrm>w8WIgiZQTk!XA6;0Q$9b#FU2}fV5ClfwxN6vlR=JM?V zL6bt()1SwP>1p_XPw1H6C{dekYG@D$IxU8 z&#c4*f5Dt6XHqrP!t}se^|xhZ=RDNV4PGB-dH^w^F9?VM2^PLVtw*Mc*I0oOQI8n> zmQlp?&`VxHcbHnQ8PRZp?oA6KH5iWPppKI&J-s3B@gQoa*1$ptA8wx$dh^mS+p|vv8*f8TqG*nDUQ^-@Pumr*B}-td z=SGA&#m4p=g;RA~e^`LW_@)eS7qCR&n30eNqGIH-^R@sexcL`%$&l@mTO*sY5kAYb zqBGhTjB@=gnEZzo#IA23-YA`7hc^J@ zOZBaum8a7sN&znJWaNZ2PTlb1_!xHZ#zcxyJ!wj!g^V|{KT1jDCS2-1?FjZwRjZ-3 z8{=yLxBzKmS9JgP3Dl*-fvV@Ky1Mu~w@3n%HWUmtD5^_Djs4x@%uGxVPE8f2neVtm z{O2F9KBwr*oEu_9Uuoo`Nw_#(Z1xcEo%N}6<@5nXa{VxUx%Z$q3`N9Q4loI)kOP{F*!NF0z=!z_!&MLm^krQWjABg zd7Rx?IKl5sjudviCpsHeBQBEGt8%2xZ%MJo;){|D84Q3*JX^3*~^axp1TJ)3*K z*yE&|N~lUW9^-&3EVK8KQ}$a3U=ZoKVVpIdp6x>OkLadZe3DXwLL6*$9MZ>k({_nz z6svEtWdwsMi3TK04tpdZfnm^Ir&@yQbStC2r+*2Z)SX)iMH=XF#m!hR(k)NL5(&PN5}NnI-d}n-4M;r(Ej44^1HsAlrf-&l$KcrAargM_+-Wo zPkaa@qrmbsB#Jvck}Itb8wxA;o@dYbV^%Bc>>{IqiRu9oqajI0-$+6s&!!y!6kuI@ zQB@4qr14{+ATsiYBDT6gD0v(dK1ZH=uCY^EXRHZ6c6r;4g;%NhgLuBRgbuU!X^e}n z29C`9Y1D(sjw(P~y#FBRcF*7X^-7;>t@@kuQ;&tGTGv#|XbC?=RG2N;C1!kV3MC%E z$ri@jUwDkzzEBm%QdA68Ix^6aB|&Y1>vjm?>%B_^=t&pm3z;@&S@j#qZUV5KpVi}- zw^DH^3Hk*+u#u1%#;6_dDlU>SysqAM%*HR@J|80!WYDrq3NYY(Q4$aZkc4F#&d*g; zQ5&#$*;vA5E4(};O%)t&Tcb~L{+87;+Ut=q*R9<`Is1=U7bbtT@neJiEw?lG9ALV) z)PJWd_}7^AfS4`P8ZaV;b_6kdb86y9iOIKLd&!8cpG5YG^u%fOoWzYKaI}&s)vyr$@TZg)Gxy!p?Nok3Tt^5F`dU&x30Q!x!|g8*zj6d$ z8HY=9Po8gOe0!YqB>)!_QvJWy-ZY-7H+mo5GA3h)GNud>GDT*gOp(ewMP*9nDUNf{ zU@AjI2qls!NitJOWCtz#yV+nDybs&p(`47ljw%hg+zp zy+z-UCRQ^v$JBPiP)#(q;E%|e57EMI@gwO zSzDm$azxxf{knW_FQQ^5RIzjG+~e{itWFh!zso7rHjl?TK&xI;?HgIqK;dDQK3Z|?t&O$l#TDyMKfcKY&*jt<@Q_9-5e7X0UL zB|?zA`yL7GDh8qymw`q3kN%@P$FO+(%gl?5DMjwGLz;RQ?M^(QD7W>C<8__D2GO*e z&EE4JjT|yDWGt%K&*+g1nri>~_EJG1mX%`V)<@^Sye42w@& z4{?Us8jmX47@=*~FH_9?7W^CHSOTE9ih-qGuvzg#cjLXG+~lY7Bq|IsdHkiG?)gr1 zWLHPXDkE}dBOeNmweU-QdT6RI?%a^Q@t3=V>=5G{UyYEU)tSCK@vIqA%B_FA;~4Yu z=zi26QCIikL0Q}|DrD57g|CA$t~vVYlh-BlK~aJ~FiMyr_8+I?SsEAPSXrW3A;e)1 z?V$fJ#Ca8dPVwB_m*28gN^I*Nl3CK~Kl!x%eysQq>L(6|7E+6xl2Le@D?xNNqs?vp zmTzqQ<}`PC(hO(FEslL)HZ}D%>`n-GF)|voiUUW;dk86eE;M~bO9FXO)GWvU?5P{q zcJ-vC3q%Yf6*EfW9OBFkf%dm7Z@Cix5?1*60*;@QRg~BPS`D++Jw8KxdU;PP1Mo zLn4lJQk_)$Y5K=M#!2<@0{`^tAOD|&j8kO|k*NW0ntb`YeFO9ZMV|UEHl|PA+O}ow zy%E|Z$<0MObVnr2nmO>0SCEf`ms}9520(0!C{Z=Ch&6uhW}v%8T+kx`T@acs84f%l zA-y6}Nn}!TuQ*@BYMaeA!(9C+#HKt(D(cI-nKe=pk~bMRvV9d5GM+F^CanTLxv zY0Rz2iVvI75*bO2HF$rD?NI#n3@4!_D}L1!;=-_h-tUlVt#R>8Q_%a0lJ0ZU$nfN) zyY}CWNg-tqSt&A-eWV7QlmE-U(8qQhW|Daa$FoQ@ZfdUgGqOFxS*!<;hmkOkboYZ$-QTIdQf^KV^ToAVAl{#JZ923I!n zY9o7h@A%IgEsAB81*Ym-RAfP?shUFGN{{+brg~_qvwvf4;(mya?A-TuDHV0pi@l4F zxu~&qn00~9L}X^}LC3VpEA#a~8nyHpBo`}QwXxDrP$7qW8dUD?zH6A=@Za#S?r~~s zZH?z$wAsF_UTX=@x=fCX-^F=F>_hcpLPA3Gx3R&c;GF0?*)tre{#CrT9Koucef<7L z)R)#4E(@qQe?ARVj@&ZJxp0Sqrvlqpq1GGK&1&KXSTapni6mis?((j4M;M;l*dF zKNqNFhjushs{eF$zV4oVB3FHCl%~&-4O@#dzFTa0?gq6M$xZW{wj4J5WT{lnp?4K^ zwNB=->He7c9CZp%BKLkIOKx7?d~t_Tv(#u{rnlDOBz`Zg~Vq@wBYv|PLdZixmi0>!{zSS>({TRrtAoMz3(lB8+&)}-Mu@H$0s_1qr7HW;C5;k%JSt>J+|U6 zT)6P)k%#wdjM4~N#sLyVhZ>ukMFQhcX_MUm|zqNxvlSW!tyw3|m*IIpbC;6HOr->U_RDqW{*d zTOeq;nwoD`(tI<B^=2{4Y_D`@b%KnbExKy7ghk^=O@O zE-TsVjEsx>XF;}Tb%Y_V>4u4kZ15M>jOzl_F77xUAzss;@u$wPS5yQBm{&1b+J1i) zaQxpTVZTDa>~1cSegN6C$8W3QZJFZ2bP#UK$?1MHv*5D}-I9lvW=E=V&I@mrT;g7t zin3+ZnqhD1t_ScqAxu*I0SB)y2;e=V$uC2Ggu(agP+zzF*Yxi$oHk_pMA! zOrUe|Ou2=(T*ADdcd{k1#W%z6j;NquW83q*g?CfU3qF-2pg)SRpLaHasBnP-q@!Sr z5{mE2?Ohxlk3&x=$5&Hn7bd7Lq>L#R_stI#-3ld|UVPtLoKtSEwEj~~I(Czq)gybRtq|XlNRJSCtRelvfph_4W#3c`kFfKg0-(5ZZkw0%C9%Pv4)* z$)1oWfI!;&-@kr)Bx-Tsb=06|evBch6)-0W$B-g%e7cfZ4li)VvC3-3lvXteUa z$qH#sUS1r20%Q)K<4-CoTCVtBn9nbskiRhgM3PzFfGDsCntTa()s=FgAZVlGwnIC> z{vC%ox;o+ zoQODl)ja)v+)(*t8nVZsr|`z5BU5cDleKn*RjU!U0(*OVtEq#a7PhK*!`N7O|M`Wv zcW+=W3J-R~2wYWGlbpxXFsoVwz2W=Qob`H}ivt29P4`NN_(#-iY+jF1dNiNOZuIp4 z*|IY}yxhj5eiN~mCjz#in1NY22E;Mo{|@%HTDESMn6cmz!F0l^0qnOdVj^U-ARwkL zO5kGVwntDc!YpnsztP|isl+AU+Bm#wUXReeXrhHjI7R^CiV$0Y2-b{r;)KAeVxw|$ zY}H1u`D&`>b@kOB4Goj>s2tZsfJv!KDvYV|WGLKsZ=_KWvyD*|k@}mmZ*%P;R9@yu8{xG^1(-CPf*bSJ;&Y z!iTG_`d6+f;;Yss1{wuONliXGgPB})QP#3tovBF zK)cKJt5^0z>aTm=QQBQ7o;+9;ntGX? zo!xQJY=OGy@G)f{1QO(eg!$)VwL?g|>^KeK(cy@eqaw#zh_xp{8*?>P(CQJw;q%)D z?5+gu1b**ycB)S@v01%7U}|FGc0Ij1*6>i!*qCj-9`iwo92n0@c>`S;#0@<#2lG|_ z8%_kSUlvI$u12g=&G}R5xrLZXVTm?o;}tR{b(Y;p4w|(4Q^(It6F(2QRKjK-SL85j zzI5qQru_J+XoXeSI!}ON6nyC};3M^oY3KAEw*7k~<+}Zuv|Oelu2 zg?Q-d*>-K<7GC@dsstregPN#{9i6H_)!Ukai23jPe$wRHGYBJ@jj8wZjdvw?Od02M zCnhEY-}69!V6#@gJXN5tIE(u+ppX~+`Cw$Z8WZ})Utr6VF_{#d`W-bBaC70Uiu>ncRc;)y zXuWRaVBfcNKxE{FpnEFxbBYKs&}Y(O)-WKhr60UZOB0PV6`%?+%Ik3|sWN^==w4#Q z2Vea*?i+5a@uqXRQe9kp!*VQyJUKgOz!jV5kaq08;8v(IQ8jR|`S`ZhbXoxDp{Aw8 z#)?ZxF@IJCFw=(#K|dg#;m}nEm;}?!{>`122%N|tvOf;kfPn)0}0m1 zEfc{a5%bSyrKMR^EG;>&Q#dG5Q&WE|E+$#%FK%!tZ3vK!{~{qNnU#79)NsLejwy0z z-_$u1&!m3r&*9b87O~3}(3N!ovoo7b0yuK+Q@5V^Z}-k;V;<$$jXZ0T#*U7I-qIQt z^v(g`R5<8Dzuw#i1zuKs5qtup&kRTgtzNTcJ%QvDPy)w-v=h> z28R9TMG%2BzcHIo&SUURhwi$%;--@9k$ltQsXXgFr>amUC!ojY3KL!ir~hr0?0B-? z1)5HoNKJnJ0yt3fFRGo_B+sAcCtn80NEGc<*jtIldC7A4SEr5eC1-=Or!n;?AQCUf zop=WqGjsDSWFMp(e0S@(>mOggObt#(eq4@n3$OUI=;)+g7m*O z?ds|$|HVmYzimFKd4es4UjOAd&<_m`LB(nblxxHLxQBTpC5x-76o%_wlTB^yX3Z(t z6_RcbN4T9f=qJ(tRM)H!uDU`V&yw$73r|= zm!e+u@%uL!isep1clth*mD?e5siH7p@XT3Rlb}e{0PoaU!G6Ve8t~o+U;=ncsdj{( zM_xX_!QowY_B0e>mcxsAfcDtncQX8U7fUTgjp0qA@Y^?Uj)DxctBVT-fSLJ!7wEfU z*V<&v&nEaqM;&D;)R5Azx{_gH>i?IWbX!pB{CSuDj~aPBRsoA84V=C&tqQrhxpAO^wnp>1(nz5Y&aaEi@?_d(7_A*xI@2cmm=wLaq#-rsfaPaDa^I64aWYKgxNkS)nXRbk-*%d4rFe>FwIdq01+w&<|=dj z(vl0}=;-Kvf|ZXey(1B#6-)ULt!RoY7Hf4OOZR#fV+;33>uWe-1Mc_Y=5|!*QO)bu znSwy^`!R<##9R<2W*LXy82jHhLAW1*hgO&fYnj{uDJr=H~2)1_rzppb`F! z>j0LA z;oVG77FNm}4gREkPFmVK_{Zh&QwzR_zkL7x9aUb3JH$cESvj)z{*wrG>=Vrqz6=6{ zqWiE!rS}GWz$j91gRZ=M5SVD$r;%ZFPGEFinB@LV;U6Z|WHU82&B@6TP1LC)L%ddazY`*P{n9Y?onxym6cV`I=?jZ)s<-llyTMrZYZ zzmT2OuY^oBrrAyb+DL9}Y;>tcH-IR1N7dGFz@;}U;Ikv=ku$NxMOPfDTd%1-Id9k& z5PfvD8OG_)|{JrM3Hjs!pBMyv7R1_UjI_RPEn*w@$ zpweQjK3CPfVs_wVYaCdiY8V={y)gyB_?p071ulIocK=SIdwuDDlg16gJRJpOwY8JqjQj z?Q8(AZJ`~=QOQ5PM2n-@os5i~N5B4i3WvunqLm9_r=lR7?Qwc=uvH2x1^$eaiVT4U zsAz*yaQ8lyf%xHSIJ~O=?0Fv?UMHy&Vr8Qtr1D-63UvL4DB3>Q)IE+At1-DVj@w^L z@3Zi{!o%>P-x;EyMsQ$k#N595K(q}*4Pk0!Wd*ho1|n)&Da*( zJv&(D{$>QPucbu*aff3^t4V*(Z@~82*~8=LZ(=Y+U~--|oP*k}@P9Qgp9GQ{p-t6Dtn~rmG zR_|>N=*#|n2txGn@$oFeM(8}FPpw%DY($O{0iI2^G7iw4seegHiTB*AdRs=azZ-ql zg?V}MQ!j1-R`c-qSZ|BwF45)?TK9mQY?B$WFf_a)kp!e$&Fb?)bSIxoZOG+rlE+th zg1&mH+qc6&X&#Hr`uus5ePsIwOw3u4WxBV0^W>_2^97|y)%I8sAl;64&^72MUPp$32fm?DVW#Z%hg%ig}V1BpMNgk%3em0|;{g_|lCi}mpE zxN~Qc9=EL)TG#pWClBq%(o$cSx)@Xph9U-xDoV|j5&_X0nwdG3m?;w`;s`IH4usB$ z7uH5&8TukX1RlCaxehcO)~zKijcaz>dVe*se-A~8U3t)lD z#?;gl2*~$~?ZI8>mK2Qk{1nnq{lG5Tx}5B^xivz_z&sQSnUC)Ws=q@<*O zkwQOreVSrGW&$8h`^@N}={2o;OJG0x(=*%bQWO=ctquT{wJ*&PF)Ci5?FaIE-pPSt#aVH z(x4p|s;R?TyRD(BN)ogSQ6tFbryQ8NRBsrC*15xZM0=AQz~f+7-IS|1ntRqopM@%lztSLDJmBXpmF^@$-SRy^yIZ(8$HH44F_;?8>-Tw zhya1+2R@aGWh*l?@1%lp@K9vjiFTvjazl@4*?~6+u})4N!NMP@DN*N8?20#VNbX)w zKI%g;JiTUUY)lH!nFx!^GPu9DHIn#t^6uTc*WppXId3Rw(vo_IX%G?A#B%`%Z4d@Hue|gJq1D_n3kOyBGsK_o_p{NgSO#sL{ zaIWzs={96oVt%b#R{Cf?g$R+!V=m{+2&(@+71ozHWW)3RsYH4djw-^Yo6S>SELP1)z z)c&og3wE17rrGrt7`@nh90u!TfGC*94@Io9_!B?4fuq`?Qnuyr26v7H7mfuLp4^zsWI zz%Z-<-gK)RDpJ&eFYvNBZ5a;Q7nE5w`aB)98r<`?3#_V<7Our%KL>iO~lT z;YUzDkd>7lh~6V1_SI~b0PRE|Y5fc-8FXI(@l$Lqoze!mAtX6DIb@*k*RO|rckGqD zsQ9hFF9lO_#UyK$?1bn8@8zX3JEn-hFg0>BGRDBARm|n)!5=B@t)l@fv&yw=T`01J z7{qz7Ok7%eBZ!X2Xsu#yH>a==2Nnu#ngnZ=-JLTfqM@N-6P*quI|$zYbpvQJDQr!k z4ubEwLG1;*&Gz~DVSe%no0eG}ZJn3b(*_ZQ>MhzMK&KXLdklgV>f=$*95-lcX^F#L zW%>enS2QX%%9HkERAOX|_5Ww7B4#q<^m5_uP}zq@aA)2OFZ#F+RcrtTb-8k-trB0u zjwkuiHRL-|4dGcRH`Wi*W{@{s{8Iw<|0`;gdd*z}p^83gUGz;S+w3-+ByR+~3Zn+& zZuSV!rpN7HichOP&L^khFK9~74G>cd3j1Z{q@drx;rV1;Eika!cKpYWACMP9`-{*H zdq)Eh68d+FCQkG5rGn`MyQA*w>wD|gI39Pf3;2aa#n`wHc9OEJ?7O#dkT)e&XeIcA z9|N4u4gMOU=9-i^96M^wK@{cIieQ%@3^?Q zQV5`d2NU4qBd?V+Jf-CJ8v#bYRgS|+K7KZ)hT!M(U+qjZ=Gc4W*gl%!!E2Ag-?%*?-u zFR>Nt=tR5L*r?g4Q=E+fH25pQE;2!C0kA}W{j$12eDA?!VPFKH<;#hnwiFp<0KEwK z_$iD1y?1Y-4xN*bScUMl1H0i{yPG=XLh1IM@v`P+2*2rHK}UPQCNz$NgM&nXefM1I zsEQoB`5o)3l=oMnC3J*P^at56hA(qHdB8NW$6aS)>{JayONHuny&M9DABfzDG`i-03b4csQQK0+5kkFfq{Wv8!ScpASMRV@9`_k z?q6{qXV}@q_a_U-WSaLx}P_<@Mo;J_w+0M2(^+14Y>=V`K6`^5Vo81~fO0kjWdf9PGoBR9w z4X z0$yc3#kJ;ww1INz`q}F`?~oz$p4Hf2FM5s>TCRydXb9h>G9D z0qjfzbGD|y3Au;XvZqk5YTySbY6p$2;l2ZlK01-Z4>)1bQLO(U^5wylOs#3DizNyLa0tg9C{P0*%%xkUVA35eZx?B=HD*q%0NHrp$@o^e8Xw`Motfope-B zvwbI^qv^sIX`$!Zu=gQs$<7vt)%;XalGQz%t)C9L0=U*V|FAx5ngC1~N#4gpTiEO+^z2hK58ETYwL4y8W@FMEb;2A1^N&dU{Bo zE-o(S_##;AZfmYKYJ~U}C`2H-pauwl@qAi~cXC=9c4bV1flOXre){0k0n?MHsP?ut zMZe|I@rLL=MOI`xJO2ymm*-`k(|Y`Ig!I0E<;9SS%h6oYWy7q;j&;pKK1NAFfoL-W zG*MkB{nt`YY7(BaWD1Czp^=dh#4HSC9chYpm-Vx|XZ<1j*f#<+K;6}>YZqi?scHs> z>5H;O#nTTQ&PZFL8wt+1T&GYjB{~ybzPPM7@FJTbo%K1y&doKDOXM(O;-vu zv#>b(TpKt)uwsCqaQoyWh@0vcQY6vY&hD+rS*xnRjk%uh-_^&n-90?IMn-B&N;cN6 zg6He%x(0tXZcmQXwqCbKMsuYg8$rdSI=Gs{>*+Cm?87Q&TH0 zE-o>ADw6+xoo5uZ`gq7-zW%@bQE;KuFPpDh%QB#M2m0+Adg|{l H-VFIaZU_AX diff --git a/search.json b/search.json index 304444a..85eb830 100644 --- a/search.json +++ b/search.json @@ -2016,7 +2016,7 @@ "href": "core/week-2/workshop.html#rstudio-terminal", "title": "Workshop", "section": "RStudio terminal", - "text": "RStudio terminal\nThe RStudio terminal is a convenient interface to the shell without leaving RStudio. It is useful for running commands that are not available in R. For example, you can use it to run other programs like fasqc, git, ftp, ssh\nNavigating your file system\nSeveral commands are frequently used to create, inspect, rename, and delete files and directories.\n$\nThe dollar sign is the prompt (like > on the R console), which shows us that the shell is waiting for input.\nYou can find out where you are using the pwd command, which stands for “print working directory”.\n\npwd\n\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2\n\n\nYou can find out what you can see with ls which stands for “list”.\n\nls\n\ndata\nimages\noverview.qmd\nstudy_after_workshop.qmd\nstudy_before_workshop.ipynb\nstudy_before_workshop.qmd\nworkshop.html\nworkshop.qmd\nworkshop.rmarkdown\nworkshop_files\n\n\nYou might have noticed that unlike R, the commands do not have brackets after them. Instead, options (or switches) are given after the command. For example, we can modify the ls command to give us more information with the -l option, which stands for “long”.\n\nls -l\n\ntotal 128\ndrwxr-xr-x 2 runner docker 4096 Mar 29 15:16 data\ndrwxr-xr-x 2 runner docker 4096 Mar 29 15:16 images\n-rw-r--r-- 1 runner docker 1597 Mar 29 15:16 overview.qmd\n-rw-r--r-- 1 runner docker 184 Mar 29 15:16 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4807 Mar 29 15:16 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13029 Mar 29 15:16 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 58063 Mar 29 15:16 workshop.html\n-rw-r--r-- 1 runner docker 8550 Mar 29 15:16 workshop.qmd\n-rw-r--r-- 1 runner docker 8564 Mar 29 15:18 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4096 Mar 29 15:16 workshop_files\n\n\nYou can use more than one option at once. The -h option stands for “human readable” and makes the file sizes easier to understand for humans:\n\nls -hl\n\ntotal 128K\ndrwxr-xr-x 2 runner docker 4.0K Mar 29 15:16 data\ndrwxr-xr-x 2 runner docker 4.0K Mar 29 15:16 images\n-rw-r--r-- 1 runner docker 1.6K Mar 29 15:16 overview.qmd\n-rw-r--r-- 1 runner docker 184 Mar 29 15:16 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4.7K Mar 29 15:16 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13K Mar 29 15:16 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 57K Mar 29 15:16 workshop.html\n-rw-r--r-- 1 runner docker 8.4K Mar 29 15:16 workshop.qmd\n-rw-r--r-- 1 runner docker 8.4K Mar 29 15:18 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4.0K Mar 29 15:16 workshop_files\n\n\nThe -a option stands for “all” and shows us all the files, including hidden files.\n\nls -alh\n\ntotal 136K\ndrwxr-xr-x 5 runner docker 4.0K Mar 29 15:18 .\ndrwxr-xr-x 6 runner docker 4.0K Mar 29 15:16 ..\ndrwxr-xr-x 2 runner docker 4.0K Mar 29 15:16 data\ndrwxr-xr-x 2 runner docker 4.0K Mar 29 15:16 images\n-rw-r--r-- 1 runner docker 1.6K Mar 29 15:16 overview.qmd\n-rw-r--r-- 1 runner docker 184 Mar 29 15:16 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4.7K Mar 29 15:16 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13K Mar 29 15:16 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 57K Mar 29 15:16 workshop.html\n-rw-r--r-- 1 runner docker 8.4K Mar 29 15:16 workshop.qmd\n-rw-r--r-- 1 runner docker 8.4K Mar 29 15:18 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4.0K Mar 29 15:16 workshop_files\n\n\nYou can move about with the cd command, which stands for “change directory”. You can use it to move into a directory by specifying the path to the directory:\n\ncd data\npwd\ncd ..\npwd\ncd data\npwd\n\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2/data\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2/data\n\n\nhead 1cq2.pdb\nHEADER OXYGEN STORAGE/TRANSPORT 04-AUG-99 1CQ2 \nTITLE NEUTRON STRUCTURE OF FULLY DEUTERATED SPERM WHALE MYOGLOBIN AT 2.0 \nTITLE 2 ANGSTROM \nCOMPND MOL_ID: 1; \nCOMPND 2 MOLECULE: MYOGLOBIN; \nCOMPND 3 CHAIN: A; \nCOMPND 4 ENGINEERED: YES; \nCOMPND 5 OTHER_DETAILS: PROTEIN IS FULLY DEUTERATED \nSOURCE MOL_ID: 1; \nSOURCE 2 ORGANISM_SCIENTIFIC: PHYSETER CATODON; \nhead -20 data/1cq2.pdb\nHEADER OXYGEN STORAGE/TRANSPORT 04-AUG-99 1CQ2 \nTITLE NEUTRON STRUCTURE OF FULLY DEUTERATED SPERM WHALE MYOGLOBIN AT 2.0 \nTITLE 2 ANGSTROM \nCOMPND MOL_ID: 1; \nCOMPND 2 MOLECULE: MYOGLOBIN; \nCOMPND 3 CHAIN: A; \nCOMPND 4 ENGINEERED: YES; \nCOMPND 5 OTHER_DETAILS: PROTEIN IS FULLY DEUTERATED \nSOURCE MOL_ID: 1; \nSOURCE 2 ORGANISM_SCIENTIFIC: PHYSETER CATODON; \nSOURCE 3 ORGANISM_COMMON: SPERM WHALE; \nSOURCE 4 ORGANISM_TAXID: 9755; \nSOURCE 5 EXPRESSION_SYSTEM: ESCHERICHIA COLI; \nSOURCE 6 EXPRESSION_SYSTEM_TAXID: 562; \nSOURCE 7 EXPRESSION_SYSTEM_VECTOR_TYPE: PLASMID; \nSOURCE 8 EXPRESSION_SYSTEM_PLASMID: PET15A \nKEYWDS HELICAL, GLOBULAR, ALL-HYDROGEN CONTAINING STRUCTURE, OXYGEN STORAGE- \nKEYWDS 2 TRANSPORT COMPLEX \nEXPDTA NEUTRON DIFFRACTION \nAUTHOR F.SHU,V.RAMAKRISHNAN,B.P.SCHOENBORN \nless 1cq2.pdb\nless is a program that displays the contents of a file, one page at a time. It is useful for viewing large files because it does not load the whole file into memory before displaying it. Instead, it reads and displays a few lines at a time. You can navigate forward through the file with the spacebar, and backwards with the b key. Press q to quit.\nA wildcard is a character that can be used as a substitute for any of a class of characters in a search, The most common wildcard characters are the asterisk (*) and the question mark (?).\nls *.csv\ncp stands for “copy”. You can copy a file from one directory to another by giving cp the path to the file you want to copy and the path to the destination directory.\ncp 1cq2.pdb copy_of_1cq2.pdb\ncp 1cq2.pdb ../copy_of_1cq2.pdb\ncp 1cq2.pdb ../bob.txt\nTo delete a file use the rm command, which stands for “remove”.\nrm ../bob.txt\nbut be careful because the file will be gone forever. There is no “are you sure?” or undo.\nTo move a file from one directory to another, use the mv command. mv works like cp except that it also deletes the original file.\nmv ../copy_of_1cq2.pdb .\nMake a directory\nmkdir mynewdir", + "text": "RStudio terminal\nThe RStudio terminal is a convenient interface to the shell without leaving RStudio. It is useful for running commands that are not available in R. For example, you can use it to run other programs like fasqc, git, ftp, ssh\nNavigating your file system\nSeveral commands are frequently used to create, inspect, rename, and delete files and directories.\n$\nThe dollar sign is the prompt (like > on the R console), which shows us that the shell is waiting for input.\nYou can find out where you are using the pwd command, which stands for “print working directory”.\n\npwd\n\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2\n\n\nYou can find out what you can see with ls which stands for “list”.\n\nls\n\ndata\nimages\noverview.qmd\nstudy_after_workshop.qmd\nstudy_before_workshop.ipynb\nstudy_before_workshop.qmd\nworkshop.html\nworkshop.qmd\nworkshop.rmarkdown\nworkshop_files\n\n\nYou might have noticed that unlike R, the commands do not have brackets after them. Instead, options (or switches) are given after the command. For example, we can modify the ls command to give us more information with the -l option, which stands for “long”.\n\nls -l\n\ntotal 128\ndrwxr-xr-x 2 runner docker 4096 Apr 2 15:33 data\ndrwxr-xr-x 2 runner docker 4096 Apr 2 15:33 images\n-rw-r--r-- 1 runner docker 1597 Apr 2 15:33 overview.qmd\n-rw-r--r-- 1 runner docker 184 Apr 2 15:33 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4807 Apr 2 15:33 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13029 Apr 2 15:33 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 58063 Apr 2 15:33 workshop.html\n-rw-r--r-- 1 runner docker 8550 Apr 2 15:33 workshop.qmd\n-rw-r--r-- 1 runner docker 8564 Apr 2 15:35 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4096 Apr 2 15:33 workshop_files\n\n\nYou can use more than one option at once. The -h option stands for “human readable” and makes the file sizes easier to understand for humans:\n\nls -hl\n\ntotal 128K\ndrwxr-xr-x 2 runner docker 4.0K Apr 2 15:33 data\ndrwxr-xr-x 2 runner docker 4.0K Apr 2 15:33 images\n-rw-r--r-- 1 runner docker 1.6K Apr 2 15:33 overview.qmd\n-rw-r--r-- 1 runner docker 184 Apr 2 15:33 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4.7K Apr 2 15:33 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13K Apr 2 15:33 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 57K Apr 2 15:33 workshop.html\n-rw-r--r-- 1 runner docker 8.4K Apr 2 15:33 workshop.qmd\n-rw-r--r-- 1 runner docker 8.4K Apr 2 15:35 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4.0K Apr 2 15:33 workshop_files\n\n\nThe -a option stands for “all” and shows us all the files, including hidden files.\n\nls -alh\n\ntotal 136K\ndrwxr-xr-x 5 runner docker 4.0K Apr 2 15:35 .\ndrwxr-xr-x 6 runner docker 4.0K Apr 2 15:33 ..\ndrwxr-xr-x 2 runner docker 4.0K Apr 2 15:33 data\ndrwxr-xr-x 2 runner docker 4.0K Apr 2 15:33 images\n-rw-r--r-- 1 runner docker 1.6K Apr 2 15:33 overview.qmd\n-rw-r--r-- 1 runner docker 184 Apr 2 15:33 study_after_workshop.qmd\n-rw-r--r-- 1 runner docker 4.7K Apr 2 15:33 study_before_workshop.ipynb\n-rw-r--r-- 1 runner docker 13K Apr 2 15:33 study_before_workshop.qmd\n-rw-r--r-- 1 runner docker 57K Apr 2 15:33 workshop.html\n-rw-r--r-- 1 runner docker 8.4K Apr 2 15:33 workshop.qmd\n-rw-r--r-- 1 runner docker 8.4K Apr 2 15:35 workshop.rmarkdown\ndrwxr-xr-x 3 runner docker 4.0K Apr 2 15:33 workshop_files\n\n\nYou can move about with the cd command, which stands for “change directory”. You can use it to move into a directory by specifying the path to the directory:\n\ncd data\npwd\ncd ..\npwd\ncd data\npwd\n\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2/data\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2\n/home/runner/work/BIO00088H-data/BIO00088H-data/core/week-2/data\n\n\nhead 1cq2.pdb\nHEADER OXYGEN STORAGE/TRANSPORT 04-AUG-99 1CQ2 \nTITLE NEUTRON STRUCTURE OF FULLY DEUTERATED SPERM WHALE MYOGLOBIN AT 2.0 \nTITLE 2 ANGSTROM \nCOMPND MOL_ID: 1; \nCOMPND 2 MOLECULE: MYOGLOBIN; \nCOMPND 3 CHAIN: A; \nCOMPND 4 ENGINEERED: YES; \nCOMPND 5 OTHER_DETAILS: PROTEIN IS FULLY DEUTERATED \nSOURCE MOL_ID: 1; \nSOURCE 2 ORGANISM_SCIENTIFIC: PHYSETER CATODON; \nhead -20 data/1cq2.pdb\nHEADER OXYGEN STORAGE/TRANSPORT 04-AUG-99 1CQ2 \nTITLE NEUTRON STRUCTURE OF FULLY DEUTERATED SPERM WHALE MYOGLOBIN AT 2.0 \nTITLE 2 ANGSTROM \nCOMPND MOL_ID: 1; \nCOMPND 2 MOLECULE: MYOGLOBIN; \nCOMPND 3 CHAIN: A; \nCOMPND 4 ENGINEERED: YES; \nCOMPND 5 OTHER_DETAILS: PROTEIN IS FULLY DEUTERATED \nSOURCE MOL_ID: 1; \nSOURCE 2 ORGANISM_SCIENTIFIC: PHYSETER CATODON; \nSOURCE 3 ORGANISM_COMMON: SPERM WHALE; \nSOURCE 4 ORGANISM_TAXID: 9755; \nSOURCE 5 EXPRESSION_SYSTEM: ESCHERICHIA COLI; \nSOURCE 6 EXPRESSION_SYSTEM_TAXID: 562; \nSOURCE 7 EXPRESSION_SYSTEM_VECTOR_TYPE: PLASMID; \nSOURCE 8 EXPRESSION_SYSTEM_PLASMID: PET15A \nKEYWDS HELICAL, GLOBULAR, ALL-HYDROGEN CONTAINING STRUCTURE, OXYGEN STORAGE- \nKEYWDS 2 TRANSPORT COMPLEX \nEXPDTA NEUTRON DIFFRACTION \nAUTHOR F.SHU,V.RAMAKRISHNAN,B.P.SCHOENBORN \nless 1cq2.pdb\nless is a program that displays the contents of a file, one page at a time. It is useful for viewing large files because it does not load the whole file into memory before displaying it. Instead, it reads and displays a few lines at a time. You can navigate forward through the file with the spacebar, and backwards with the b key. Press q to quit.\nA wildcard is a character that can be used as a substitute for any of a class of characters in a search, The most common wildcard characters are the asterisk (*) and the question mark (?).\nls *.csv\ncp stands for “copy”. You can copy a file from one directory to another by giving cp the path to the file you want to copy and the path to the destination directory.\ncp 1cq2.pdb copy_of_1cq2.pdb\ncp 1cq2.pdb ../copy_of_1cq2.pdb\ncp 1cq2.pdb ../bob.txt\nTo delete a file use the rm command, which stands for “remove”.\nrm ../bob.txt\nbut be careful because the file will be gone forever. There is no “are you sure?” or undo.\nTo move a file from one directory to another, use the mv command. mv works like cp except that it also deletes the original file.\nmv ../copy_of_1cq2.pdb .\nMake a directory\nmkdir mynewdir", "crumbs": [ "Core", "Week 2: Workflow tips", @@ -2468,7 +2468,7 @@ "href": "omics/kelly/workshop.html", "title": "Workflow for VFA analysis", "section": "", - "text": "I have some data and information from Kelly. I have interpreted it and written some code to do the calculations.\nHowever, Kelly hasn’t had a chance to look at it yet so I am providing the exact information and data he supplied along with my suggested workflow based on my interpretation of the data and info.\n\nThe file is a CSV file, with some notes on top and the data in the following order, post notes and headers. Please note that all chemical data is in millimolar. There are 62 rows of actual data.\nSample Name – Replicate, Time (days), Acetate, Propanoate, Isobutyrate, Butyrate, Isopentanoate, Pentanoate, Isohexanoate, Hexanoate\nThe students should be able to transform the data from mM to mg/L, and to g/L. To do this they only need to multiply the molecular weight of the compound (listed in the notes in the file) by the concentration in mM to get mg/L. Obviously to get g/L they will just divide by 1000. They should be able to graph the VFA concentrations with time.\nThey should also be able to do a simple flux measurement, which is the change in VFA concentration over a period of time, divided by weight or volume of material. In this case it might be equal to == Delta(Acetate at 3 days - Acetate at 1 day)/Delta (3days - 1day)/50 mls sludge. This would provide a final flux with the units of mg acetate per ml sludge per day. Let me know if this isn’t clear.\nPerhaps more importantly they should be able to graph and extract the reaction rate, assuming a first order chemical/biological reaction and an exponential falloff rate. I found this as a starting point (https://martinlab.chem.umass.edu/r-fitting-data/) , but I assume Emma has something much more effective already in the pipeline.\n\nI created these two data files from the original.\n\n8 VFA in mM for 60 samples vfa.csv. There were 63 rows of data in the original file. There were no time 0 for one treatment and all values were zero for the other treatment so I removed those.\n\nTwo treatments: straw (CN10) and water (NC)\n10 time points: 1, 3, 5, 9, 11, 13, 16, 18, 20, 22\nthree replicates per treatment per time point\n2 x 10 x 3 = 60 groups\n8 VFA with concentration in mM (millimolar): acetate, propanoate, isobutyrate, butyrate, isopentanoate, pentanoate, isohexanoate, hexanoate\n\n\nMolecular weights for each VFA in grams per mole mol_wt.txt VFAs from AD vials\n\nWe need to:\n\nCalculate Change in VFA g/l with time\nRecalculate the data into grams per litre - convert to molar: 1 millimolar to molar = 0.001 molar - multiply by the molecular weight of each VFA\nCalculate the percent representation of each VFA, by mM and by weight\nCalculate the flux (change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight\nGraph and extract the reaction rate, assuming a first order chemical/biological reaction and an exponential falloff rate\n\n🎬 Start RStudio from the Start menu\n🎬 Make an RStudio project. Be deliberate about where you create it so that it is a good place for you\n🎬 Use the Files pane to make new folders for the data. I suggest data-raw and data-processed\n🎬 Make a new script called analysis.R to carry out the rest of the work.\n🎬 Load tidyverse (Wickham et al. 2019) for importing, summarising, plotting and filtering.\n\nlibrary(tidyverse)\n\n\n🎬 Save the files to data-raw. Open them and examine them. You may want to use Excel for the csv file.\n🎬 Answer the following questions:\n\nWhat is in the rows and columns of each file?\nHow many rows and columns are there in each file?\nHow are the data organised ?\n\n🎬 Import\n\nvfa_cummul <- read_csv(\"data-raw/vfa.csv\") |> janitor::clean_names()\n\n🎬 Split treatment and replicate to separate columns so there is a treatment column:\n\nvfa_cummul <- vfa_cummul |> \n separate(col = sample_replicate, \n into = c(\"treatment\", \"replicate\"), \n sep = \"-\",\n remove = FALSE)\n\nThe provided data is cumulative/absolute. We need to calculate the change in VFA with time. There is a function, lag() that will help us do this. It will take the previous value and subtract it from the current value. We need to do that separately for each sample_replicate so we need to group by sample_replicate first. We also need to make sure the data is in the right order so we will arrange by sample_replicate and time_day.\n\n🎬 Create dataframe for the change in VFA\n\nvfa_delta <- vfa_cummul |> \n group_by(sample_replicate) |> \n arrange(sample_replicate, time_day) |>\n mutate(acetate = acetate - lag(acetate),\n propanoate = propanoate - lag(propanoate),\n isobutyrate = isobutyrate - lag(isobutyrate),\n butyrate = butyrate - lag(butyrate),\n isopentanoate = isopentanoate - lag(isopentanoate),\n pentanoate = pentanoate - lag(pentanoate),\n isohexanoate = isohexanoate - lag(isohexanoate),\n hexanoate = hexanoate - lag(hexanoate))\n\nNow we have two dataframes, one for the cumulative data and one for the change in VFA.\n\nTo make conversions from mM to g/l we need to do mM * 0.001 * MW. We will import the molecular weight data, pivot the VFA data to long format and join the molecular weight data to the VFA data. Then we can calculate the g/l. We will do this for both the cumulative and delta dataframes.\n🎬 import molecular weight data\n\nmol_wt <- read_table(\"data-raw/mol_wt.txt\") |>\n mutate(vfa = tolower(vfa))\n\n🎬 Pivot the cumulative data to long format:\n\nvfa_cummul <- vfa_cummul |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_cummul to check you understand what you have done.\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_cummul <- vfa_cummul |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\nView vfa_cummul to check you understand what you have done.\nRepeat for the delta data.\n🎬 Pivot the change data, delta_vfa to long format:\n\nvfa_delta <- vfa_delta |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_delta to check it looks like vfa_cummul\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_delta <- vfa_delta |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\n\nby mM and by weight\n🎬 Add a column which is the percent representation of each VFA for mM and g/l:\n\nvfa_cummul <- vfa_cummul |> \n group_by(sample_replicate, time_day) |> \n mutate(percent_conc_g_l = conc_g_l / sum(conc_g_l) * 100,\n percent_conc_mM = conc_mM / sum(conc_mM) * 100)\n\n\n🎬 Make summary data for graphing\n\nvfa_cummul_summary <- vfa_cummul |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_g_l = mean(conc_g_l),\n se_g_l = sd(conc_g_l)/sqrt(length(conc_g_l)),\n mean_mM = mean(conc_mM),\n se_mM = sd(conc_mM)/sqrt(length(conc_mM))) |> \n ungroup()\n\n\nvfa_delta_summary <- vfa_delta |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_g_l = mean(conc_g_l),\n se_g_l = sd(conc_g_l)/sqrt(length(conc_g_l)),\n mean_mM = mean(conc_mM),\n se_mM = sd(conc_mM)/sqrt(length(conc_mM))) |> \n ungroup()\n\n🎬 Graph the cumulative data, grams per litre:\n\nvfa_cummul_summary |> \n ggplot(aes(x = time_day, colour = vfa)) +\n geom_line(aes(y = mean_g_l), \n linewidth = 1) +\n geom_errorbar(aes(ymin = mean_g_l - se_g_l,\n ymax = mean_g_l + se_g_l),\n width = 0.5, \n show.legend = F,\n linewidth = 1) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean VFA concentration (g/l)\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n🎬 Graph the change data, grams per litre:\n\nvfa_delta_summary |> \n ggplot(aes(x = time_day, colour = vfa)) +\n geom_line(aes(y = mean_g_l), \n linewidth = 1) +\n geom_errorbar(aes(ymin = mean_g_l - se_g_l,\n ymax = mean_g_l + se_g_l),\n width = 0.5, \n show.legend = F,\n linewidth = 1) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean change in VFA concentration (g/l)\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n🎬 Graph the mean percent representation of each VFA g/l. Note geom_col() will plot proportion if we setposition = \"fill\"\n\nvfa_cummul_summary |> \n ggplot(aes(x = time_day, y = mean_g_l, fill = vfa)) +\n geom_col(position = \"fill\") +\n scale_fill_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean Proportion VFA\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n\nWe have 8 VFA in our dataset. PCA will allow us to plot our samples in the “VFA” space so we can see if treatments, time or replicate cluster.\nHowever, PCA expects a matrix with samples in rows and VFA, the variables, in columns. We will need to select the columns we need and pivot wider. Then convert to a matrix.\n🎬\n\nvfa_cummul_pca <- vfa_cummul |> \n select(sample_replicate, \n treatment, \n replicate, \n time_day, \n vfa, \n conc_g_l) |> \n pivot_wider(names_from = vfa, \n values_from = conc_g_l)\n\n\nmat <- vfa_cummul_pca |> \n ungroup() |>\n select(-sample_replicate, \n -treatment, \n -replicate, \n -time_day) |> \n as.matrix()\n\n🎬 Perform PCA on the matrix:\n\npca <- mat |>\n prcomp(scale. = TRUE, \n rank. = 4) \n\nThe scale. argument tells prcomp() to scale the data to have a mean of 0 and a standard deviation of 1. The rank. argument tells prcomp() to only calculate the first 4 principal components. This is useful for visualisation as we can only plot in 2 or 3 dimensions. We can see the results of the PCA by viewing the summary() of the pca object.\n\nsummary(pca)\n\nImportance of first k=4 (out of 8) components:\n PC1 PC2 PC3 PC4\nStandard deviation 2.4977 0.9026 0.77959 0.45567\nProportion of Variance 0.7798 0.1018 0.07597 0.02595\nCumulative Proportion 0.7798 0.8816 0.95760 0.98355\n\n\nThe Proportion of Variance tells us how much of the variance is explained by each component. We can see that the first component explains 0.7798 of the variance, the second 0.1018, and the third 0.07597. Together the first three components explain nearly 96% of the total variance in the data. Plotting PC1 against PC2 will capture about 78% of the variance which is likely much better than we would get plotting any two VFA against each other. To plot the PC1 against PC2 we will need to extract the PC1 and PC2 score from the pca object and add labels for the samples.\n🎬 Create a dataframe of the PC1 and PC2 scores which are in pca$x and add the sample information from vfa_cummul_pca:\n\npca_labelled <- data.frame(pca$x,\n sample_replicate = vfa_cummul_pca$sample_replicate,\n treatment = vfa_cummul_pca$treatment,\n replicate = vfa_cummul_pca$replicate,\n time_day = vfa_cummul_pca$time_day) \n\nThe dataframe should look like this:\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nPC1\nPC2\nPC3\nPC4\nsample_replicate\ntreatment\nreplicate\ntime_day\n\n\n\n-2.9592362\n0.6710553\n0.0068846\n-0.4453904\nCN10-1\nCN10\n1\n1\n\n\n-2.7153060\n0.7338367\n-0.2856872\n-0.2030110\nCN10-2\nCN10\n2\n1\n\n\n-2.7423102\n0.8246832\n-0.4964249\n-0.1434490\nCN10-3\nCN10\n3\n1\n\n\n-1.1909064\n-1.0360724\n1.1249513\n-0.7360599\nCN10-1\nCN10\n1\n3\n\n\n-1.3831563\n0.9572091\n-1.5561657\n0.0582755\nCN10-2\nCN10\n2\n3\n\n\n-1.1628940\n-0.0865412\n-0.6046780\n-0.1976743\nCN10-3\nCN10\n3\n3\n\n\n-0.2769661\n-0.2221055\n1.1579897\n-0.6079395\nCN10-1\nCN10\n1\n5\n\n\n0.3480962\n0.3612522\n0.5841649\n-0.0612366\nCN10-2\nCN10\n2\n5\n\n\n-0.7281116\n1.6179706\n-0.6430170\n0.0660727\nCN10-3\nCN10\n3\n5\n\n\n0.9333578\n-0.1339061\n1.0870945\n-0.4374103\nCN10-1\nCN10\n1\n9\n\n\n2.0277528\n0.6993342\n0.3850147\n0.0723540\nCN10-2\nCN10\n2\n9\n\n\n1.9931908\n0.5127260\n0.6605782\n0.1841974\nCN10-3\nCN10\n3\n9\n\n\n1.8365692\n-0.4189762\n0.7029015\n-0.3873133\nCN10-1\nCN10\n1\n11\n\n\n2.3313978\n0.3274834\n-0.0135608\n0.0264372\nCN10-2\nCN10\n2\n11\n\n\n1.5833035\n0.9263509\n-0.1909483\n0.1358320\nCN10-3\nCN10\n3\n11\n\n\n2.8498246\n0.3815854\n-0.4763500\n-0.0280281\nCN10-1\nCN10\n1\n13\n\n\n3.5652461\n-0.0836709\n-0.5948483\n-0.1612809\nCN10-2\nCN10\n2\n13\n\n\n4.1314944\n-1.2254642\n0.2699666\n-0.3152100\nCN10-3\nCN10\n3\n13\n\n\n3.7338024\n-0.6744610\n0.4344639\n-0.3736234\nCN10-1\nCN10\n1\n16\n\n\n3.6748427\n0.5202498\n-0.4333685\n-0.1607235\nCN10-2\nCN10\n2\n16\n\n\n3.9057053\n0.3599520\n-0.3049074\n0.0540037\nCN10-3\nCN10\n3\n16\n\n\n3.4561583\n-0.0996639\n0.4472090\n-0.0185889\nCN10-1\nCN10\n1\n18\n\n\n3.6354729\n0.3809673\n-0.0934957\n0.0018722\nCN10-2\nCN10\n2\n18\n\n\n2.9872250\n0.7890400\n-0.2361098\n-0.1628506\nCN10-3\nCN10\n3\n18\n\n\n3.3562231\n-0.2866224\n0.1331068\n-0.2056366\nCN10-1\nCN10\n1\n20\n\n\n3.2009943\n0.4795967\n-0.2092384\n-0.5962183\nCN10-2\nCN10\n2\n20\n\n\n3.9948127\n0.7772640\n-0.3181372\n0.1218382\nCN10-3\nCN10\n3\n20\n\n\n2.8874207\n0.4554681\n0.3106044\n-0.2220240\nCN10-1\nCN10\n1\n22\n\n\n3.6868864\n0.9681097\n-0.2174166\n-0.2246775\nCN10-2\nCN10\n2\n22\n\n\n4.8689622\n0.5218563\n-0.2906042\n0.3532981\nCN10-3\nCN10\n3\n22\n\n\n-3.8483418\n1.5205541\n-0.8809715\n-0.5306228\nNC-1\nNC\n1\n1\n\n\n-3.7653460\n1.5598499\n-1.0570798\n-0.4075397\nNC-2\nNC\n2\n1\n\n\n-3.8586309\n1.6044929\n-1.0936576\n-0.4292404\nNC-3\nNC\n3\n1\n\n\n-2.6934553\n-0.9198406\n0.7439841\n-0.9881115\nNC-1\nNC\n1\n3\n\n\n-2.5064076\n-1.0856761\n0.6334250\n-0.8999028\nNC-2\nNC\n2\n3\n\n\n-2.4097945\n-1.2731546\n1.1767665\n-0.8715948\nNC-3\nNC\n3\n3\n\n\n-3.0567309\n0.5804906\n-0.1391344\n-0.3701763\nNC-1\nNC\n1\n5\n\n\n-2.3511737\n-0.3692016\n0.7053757\n-0.3284113\nNC-2\nNC\n2\n5\n\n\n-2.6752311\n-0.0637855\n0.4692194\n-0.3841240\nNC-3\nNC\n3\n5\n\n\n-1.2335368\n-0.6717374\n0.2155285\n0.1060486\nNC-1\nNC\n1\n9\n\n\n-1.6550689\n0.1576557\n0.0687658\n0.2750388\nNC-2\nNC\n2\n9\n\n\n-0.8948103\n-0.8171884\n0.8062876\n0.5032756\nNC-3\nNC\n3\n9\n\n\n-1.2512737\n-0.4720993\n0.4071788\n0.4693106\nNC-1\nNC\n1\n11\n\n\n-1.8091407\n0.0552546\n0.0424090\n0.3918222\nNC-2\nNC\n2\n11\n\n\n-2.4225566\n0.4998948\n-0.1987773\n0.1959282\nNC-3\nNC\n3\n11\n\n\n-0.9193427\n-0.7741826\n0.0918984\n0.5089847\nNC-1\nNC\n1\n13\n\n\n-0.8800183\n-0.7850404\n0.0895146\n0.6050052\nNC-2\nNC\n2\n13\n\n\n-1.3075763\n-0.2525829\n-0.2993318\n0.5874269\nNC-3\nNC\n3\n13\n\n\n-0.9543813\n-0.3170305\n0.0885062\n0.7153071\nNC-1\nNC\n1\n16\n\n\n-0.4303679\n-0.9952374\n0.2038883\n0.8214647\nNC-2\nNC\n2\n16\n\n\n-0.9457300\n-0.7180646\n0.3081282\n0.6563748\nNC-3\nNC\n3\n16\n\n\n-1.3830063\n0.0614677\n-0.2805342\n0.5462137\nNC-1\nNC\n1\n18\n\n\n-0.7960522\n-0.5792768\n-0.0369684\n0.6621526\nNC-2\nNC\n2\n18\n\n\n-1.6822927\n0.1041656\n0.0634251\n0.4337240\nNC-3\nNC\n3\n18\n\n\n-1.3157478\n-0.0835664\n-0.1246253\n0.5599467\nNC-1\nNC\n1\n20\n\n\n-1.7425068\n0.3029227\n-0.0161466\n0.5134360\nNC-2\nNC\n2\n20\n\n\n-1.3970678\n-0.2923056\n0.4324586\n0.4765460\nNC-3\nNC\n3\n20\n\n\n-1.0777451\n-0.1232925\n0.2388682\n0.7585307\nNC-1\nNC\n1\n22\n\n\n0.4851039\n-4.1291445\n-4.0625050\n-0.4582436\nNC-2\nNC\n2\n22\n\n\n-1.0516226\n-0.7228479\n1.0641320\n0.4955951\nNC-3\nNC\n3\n22\n\n\n\n\n\n🎬 Plot PC1 against PC2 and colour by time and shape by treatment:\n\npca_labelled |> \n ggplot(aes(x = PC1, y = PC2, \n colour = factor(time_day),\n shape = treatment)) +\n geom_point(size = 3) +\n scale_colour_viridis_d(end = 0.95, begin = 0.15,\n name = \"Time\") +\n scale_shape_manual(values = c(17, 19),\n name = NULL) +\n theme_classic()\n\n\n\n\n\n\n\n🎬 Plot PC1 against PC2 and colour by time and facet treatment:\n\npca_labelled |> \n ggplot(aes(x = PC1, y = PC2, colour = factor(time_day))) +\n geom_point(size = 3) +\n scale_colour_viridis_d(end = 0.95, begin = 0.15,\n name = \"Time\") +\n facet_wrap(~treatment, ncol = 1) +\n theme_classic()\n\n\n\n\n\n\n\nreplicates are similar at the same time and treatment especially early as we might expect. PC is essentially an axis of time.\n\nWe are going to create an interactive heatmap with the heatmaply (Galili et al. 2017) package. heatmaply takes a matrix as input so we can use mat\n🎬 Set the rownames to the sample id whihcih is combination of sample_replicate and time_day:\n\nrownames(mat) <- interaction(vfa_cummul_pca$sample_replicate, \n vfa_cummul_pca$time_day)\n\nYou might want to view the matrix by clicking on it in the environment pane.\n🎬 Load the heatmaply package:\n\nlibrary(heatmaply)\n\nWe need to tell the clustering algorithm how many clusters to create. We will set the number of clusters for the treatments to be 2 and the number of clusters for the vfa to be the same since it makes sense to see what clusters of genes correlate with the treatments.\n🎬 Set the number of clusters for the treatments and vfa:\n\nn_treatment_clusters <- 2\nn_vfa_clusters <- 2\n\n🎬 Create the heatmap:\n\nheatmaply(mat, \n scale = \"column\",\n k_col = n_vfa_clusters,\n k_row = n_treatment_clusters,\n fontsize_row = 7, fontsize_col = 10,\n labCol = colnames(mat),\n labRow = rownames(mat),\n heatmap_layers = theme(axis.line = element_blank()))\n\n\n\n\n\nThe heatmap will open in the viewer pane (rather than the plot pane) because it is html. You can “Show in a new window” to see it in a larger format. You can also zoom in and out and pan around the heatmap and download it as a png. You might feel the colour bars is not adding much to the plot. You can remove it by setting hide_colorbar = TRUE, in the heatmaply() function.\nOne of the NC replicates at time = 22 is very different from the other replicates. The CN10 treatments cluster together at high time points. CN10 samples are more similar to NC samples early on. Most of the VFAs behave similarly with highest values later in the experiment for CN10 but isohexanoate and hexanoate differ. The difference might be because isohexanoate is especially low in the NC replicates at time = 1 and hexanoate is especially high in the NC replicate 2 at time = 22\n\nCalculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight.\nI’ve requested clarification: for the flux measurements, do they need graphs of the rate of change wrt time? And is the sludge volume going to be a constant for all samples or something they measure and varies by vial?\n\nGraph and extract the reaction rate assuming a first order chemical/biological reaction and an exponential falloff rate\nI’ve requested clarification: for the nonlinear least squares curve fitting, I assume x is time but I’m not clear what the Y variable is - concentration? or change in concentration? or rate of change of concentration?\nPages made with R (R Core Team 2023), Quarto (Allaire et al. 2022), knitr (Xie 2022), kableExtra (Zhu 2021)", + "text": "I have some data and information from Kelly. I have interpreted it and written some code to do the calculations.\nHowever, Kelly hasn’t had a chance to look at it yet so I am providing the exact information and data he supplied along with my suggested workflow based on my interpretation of the data and info.\n\nThe file is a CSV file, with some notes on top and the data in the following order, post notes and headers. Please note that all chemical data is in millimolar. There are 62 rows of actual data.\nSample Name – Replicate, Time (days), Acetate, Propanoate, Isobutyrate, Butyrate, Isopentanoate, Pentanoate, Isohexanoate, Hexanoate\nThe students should be able to transform the data from mM to mg/L, and to g/L. To do this they only need to multiply the molecular weight of the compound (listed in the notes in the file) by the concentration in mM to get mg/L. Obviously to get g/L they will just divide by 1000. They should be able to graph the VFA concentrations with time.\nThey should also be able to do a simple flux measurement, which is the change in VFA concentration over a period of time, divided by weight or volume of material. In this case it might be equal to == Delta(Acetate at 3 days - Acetate at 1 day)/Delta (3days - 1day)/50 mls sludge. This would provide a final flux with the units of mg acetate per ml sludge per day. Let me know if this isn’t clear.\nPerhaps more importantly they should be able to graph and extract the reaction rate, assuming a first order chemical/biological reaction and an exponential falloff rate. I found this as a starting point (https://martinlab.chem.umass.edu/r-fitting-data/) , but I assume Emma has something much more effective already in the pipeline.\n\nI created these two data files from the original.\n\n8 VFA in mM for 60 samples vfa.csv. There were 63 rows of data in the original file. There were no time 0 for one treatment and all values were zero for the other treatment so I removed those.\n\nTwo treatments: straw (CN10) and water (NC)\n10 time points: 1, 3, 5, 9, 11, 13, 16, 18, 20, 22\nthree replicates per treatment per time point\n2 x 10 x 3 = 60 groups\n8 VFA with concentration in mM (millimolar): acetate, propanoate, isobutyrate, butyrate, isopentanoate, pentanoate, isohexanoate, hexanoate\n\n\nMolecular weights for each VFA in grams per mole mol_wt.txt VFAs from AD vials\n\nWe need to:\n\nCalculate Change in VFA g/l with time\nRecalculate the data into grams per litre - convert to molar: 1 millimolar to molar = 0.001 molar - multiply by the molecular weight of each VFA\nCalculate the percent representation of each VFA, by mM and by weight\nCalculate the flux (change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight\nGraph and extract the reaction rate, assuming a first order chemical/biological reaction and an exponential falloff rate\n\n🎬 Start RStudio from the Start menu\n🎬 Make an RStudio project. Be deliberate about where you create it so that it is a good place for you\n🎬 Use the Files pane to make new folders for the data. I suggest data-raw and data-processed\n🎬 Make a new script called analysis.R to carry out the rest of the work.\n🎬 Load tidyverse (Wickham et al. 2019) for importing, summarising, plotting and filtering.\n\nlibrary(tidyverse)\n\n\n🎬 Save the files to data-raw. Open them and examine them. You may want to use Excel for the csv file.\n🎬 Answer the following questions:\n\nWhat is in the rows and columns of each file?\nHow many rows and columns are there in each file?\nHow are the data organised ?\n\n🎬 Import\n\nvfa_cummul <- read_csv(\"data-raw/vfa.csv\") |> janitor::clean_names()\n\n🎬 Split treatment and replicate to separate columns so there is a treatment column:\n\nvfa_cummul <- vfa_cummul |> \n separate(col = sample_replicate, \n into = c(\"treatment\", \"replicate\"), \n sep = \"-\",\n remove = FALSE)\n\n📢 This code depends on the sample_replicate column being in the form treatment-replicate. In the sample data CN10 and NC are the treatments. The replicate is a number from 1 to 3. The value does include a encoding for time. You might want to edit your file to match this format.\nThe provided data is cumulative/absolute. We need to calculate the change in VFA with time. There is a function, lag() that will help us do this. It will take the previous value and subtract it from the current value. We need to do that separately for each sample_replicate so we need to group by sample_replicate first. We also need to make sure the data is in the right order so we will arrange by sample_replicate and time_day.\n\n🎬 Create dataframe for the change in VFA 📢 and the change in time\n\nvfa_delta <- vfa_cummul |> \n group_by(sample_replicate) |> \n arrange(sample_replicate, time_day) |>\n mutate(acetate = acetate - lag(acetate),\n propanoate = propanoate - lag(propanoate),\n isobutyrate = isobutyrate - lag(isobutyrate),\n butyrate = butyrate - lag(butyrate),\n isopentanoate = isopentanoate - lag(isopentanoate),\n pentanoate = pentanoate - lag(pentanoate),\n isohexanoate = isohexanoate - lag(isohexanoate),\n hexanoate = hexanoate - lag(hexanoate),\n delta_time = time_day - lag(time_day))\n\nNow we have two dataframes, one for the cumulative data and one for the change in VFA and time. Note that the VFA values have been replaced by the change in VFA but the change in time is in a separate column. I have done this because we later want to plot flux (not yet added) against time\n📢 This code also depends on the sample_replicate column being in the form treatment-replicate. lag is calculating the difference between a value at one time point and the next for a treatment-replicate combination.\n\nTo make conversions from mM to g/l we need to do mM * 0.001 * MW. We will import the molecular weight data, pivot the VFA data to long format and join the molecular weight data to the VFA data. Then we can calculate the g/l. We will do this for both the cumulative and delta dataframes.\n🎬 import molecular weight data\n\nmol_wt <- read_table(\"data-raw/mol_wt.txt\") |>\n mutate(vfa = tolower(vfa))\n\n🎬 Pivot the cumulative data to long format:\n\nvfa_cummul <- vfa_cummul |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_cummul to check you understand what you have done.\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_cummul <- vfa_cummul |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\nView vfa_cummul to check you understand what you have done.\nRepeat for the delta data.\n🎬 Pivot the change data, delta_vfa to long format (📢 delta_time is added to the list of columns that do not need to be pivoted but repeated):\n\nvfa_delta <- vfa_delta |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day,\n delta_time),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_delta to check it looks like vfa_cummul\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_delta <- vfa_delta |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\n\nby mM and by weight\n🎬 Add a column which is the percent representation of each VFA for mM and g/l:\n\nvfa_cummul <- vfa_cummul |> \n group_by(sample_replicate, time_day) |> \n mutate(percent_conc_g_l = conc_g_l / sum(conc_g_l) * 100,\n percent_conc_mM = conc_mM / sum(conc_mM) * 100)\n\n\n🎬 Make summary data for graphing\n\nvfa_cummul_summary <- vfa_cummul |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_g_l = mean(conc_g_l),\n se_g_l = sd(conc_g_l)/sqrt(length(conc_g_l)),\n mean_mM = mean(conc_mM),\n se_mM = sd(conc_mM)/sqrt(length(conc_mM))) |> \n ungroup()\n\n\nvfa_delta_summary <- vfa_delta |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_g_l = mean(conc_g_l),\n se_g_l = sd(conc_g_l)/sqrt(length(conc_g_l)),\n mean_mM = mean(conc_mM),\n se_mM = sd(conc_mM)/sqrt(length(conc_mM))) |> \n ungroup()\n\n🎬 Graph the cumulative data, grams per litre:\n\nvfa_cummul_summary |> \n ggplot(aes(x = time_day, colour = vfa)) +\n geom_line(aes(y = mean_g_l), \n linewidth = 1) +\n geom_errorbar(aes(ymin = mean_g_l - se_g_l,\n ymax = mean_g_l + se_g_l),\n width = 0.5, \n show.legend = F,\n linewidth = 1) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean VFA concentration (g/l)\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n🎬 Graph the change data, grams per litre:\n\nvfa_delta_summary |> \n ggplot(aes(x = time_day, colour = vfa)) +\n geom_line(aes(y = mean_g_l), \n linewidth = 1) +\n geom_errorbar(aes(ymin = mean_g_l - se_g_l,\n ymax = mean_g_l + se_g_l),\n width = 0.5, \n show.legend = F,\n linewidth = 1) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean change in VFA concentration (g/l)\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n🎬 Graph the mean percent representation of each VFA g/l. Note geom_col() will plot proportion if we setposition = \"fill\"\n\nvfa_cummul_summary |> \n ggplot(aes(x = time_day, y = mean_g_l, fill = vfa)) +\n geom_col(position = \"fill\") +\n scale_fill_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"Mean Proportion VFA\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\n\nWe have 8 VFA in our dataset. PCA will allow us to plot our samples in the “VFA” space so we can see if treatments, time or replicate cluster.\nHowever, PCA expects a matrix with samples in rows and VFA, the variables, in columns. We will need to select the columns we need and pivot wider. Then convert to a matrix.\n🎬\n\nvfa_cummul_pca <- vfa_cummul |> \n select(sample_replicate, \n treatment, \n replicate, \n time_day, \n vfa, \n conc_g_l) |> \n pivot_wider(names_from = vfa, \n values_from = conc_g_l)\n\n\nmat <- vfa_cummul_pca |> \n ungroup() |>\n select(-sample_replicate, \n -treatment, \n -replicate, \n -time_day) |> \n as.matrix()\n\n🎬 Perform PCA on the matrix:\n\npca <- mat |>\n prcomp(scale. = TRUE, \n rank. = 4) \n\nThe scale. argument tells prcomp() to scale the data to have a mean of 0 and a standard deviation of 1. The rank. argument tells prcomp() to only calculate the first 4 principal components. This is useful for visualisation as we can only plot in 2 or 3 dimensions. We can see the results of the PCA by viewing the summary() of the pca object.\n\nsummary(pca)\n\nImportance of first k=4 (out of 8) components:\n PC1 PC2 PC3 PC4\nStandard deviation 2.4977 0.9026 0.77959 0.45567\nProportion of Variance 0.7798 0.1018 0.07597 0.02595\nCumulative Proportion 0.7798 0.8816 0.95760 0.98355\n\n\nThe Proportion of Variance tells us how much of the variance is explained by each component. We can see that the first component explains 0.7798 of the variance, the second 0.1018, and the third 0.07597. Together the first three components explain nearly 96% of the total variance in the data. Plotting PC1 against PC2 will capture about 78% of the variance which is likely much better than we would get plotting any two VFA against each other. To plot the PC1 against PC2 we will need to extract the PC1 and PC2 score from the pca object and add labels for the samples.\n🎬 Create a dataframe of the PC1 and PC2 scores which are in pca$x and add the sample information from vfa_cummul_pca:\n\npca_labelled <- data.frame(pca$x,\n sample_replicate = vfa_cummul_pca$sample_replicate,\n treatment = vfa_cummul_pca$treatment,\n replicate = vfa_cummul_pca$replicate,\n time_day = vfa_cummul_pca$time_day) \n\nThe dataframe should look like this:\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nPC1\nPC2\nPC3\nPC4\nsample_replicate\ntreatment\nreplicate\ntime_day\n\n\n\n-2.9592362\n0.6710553\n0.0068846\n-0.4453904\nCN10-1\nCN10\n1\n1\n\n\n-2.7153060\n0.7338367\n-0.2856872\n-0.2030110\nCN10-2\nCN10\n2\n1\n\n\n-2.7423102\n0.8246832\n-0.4964249\n-0.1434490\nCN10-3\nCN10\n3\n1\n\n\n-1.1909064\n-1.0360724\n1.1249513\n-0.7360599\nCN10-1\nCN10\n1\n3\n\n\n-1.3831563\n0.9572091\n-1.5561657\n0.0582755\nCN10-2\nCN10\n2\n3\n\n\n-1.1628940\n-0.0865412\n-0.6046780\n-0.1976743\nCN10-3\nCN10\n3\n3\n\n\n-0.2769661\n-0.2221055\n1.1579897\n-0.6079395\nCN10-1\nCN10\n1\n5\n\n\n0.3480962\n0.3612522\n0.5841649\n-0.0612366\nCN10-2\nCN10\n2\n5\n\n\n-0.7281116\n1.6179706\n-0.6430170\n0.0660727\nCN10-3\nCN10\n3\n5\n\n\n0.9333578\n-0.1339061\n1.0870945\n-0.4374103\nCN10-1\nCN10\n1\n9\n\n\n2.0277528\n0.6993342\n0.3850147\n0.0723540\nCN10-2\nCN10\n2\n9\n\n\n1.9931908\n0.5127260\n0.6605782\n0.1841974\nCN10-3\nCN10\n3\n9\n\n\n1.8365692\n-0.4189762\n0.7029015\n-0.3873133\nCN10-1\nCN10\n1\n11\n\n\n2.3313978\n0.3274834\n-0.0135608\n0.0264372\nCN10-2\nCN10\n2\n11\n\n\n1.5833035\n0.9263509\n-0.1909483\n0.1358320\nCN10-3\nCN10\n3\n11\n\n\n2.8498246\n0.3815854\n-0.4763500\n-0.0280281\nCN10-1\nCN10\n1\n13\n\n\n3.5652461\n-0.0836709\n-0.5948483\n-0.1612809\nCN10-2\nCN10\n2\n13\n\n\n4.1314944\n-1.2254642\n0.2699666\n-0.3152100\nCN10-3\nCN10\n3\n13\n\n\n3.7338024\n-0.6744610\n0.4344639\n-0.3736234\nCN10-1\nCN10\n1\n16\n\n\n3.6748427\n0.5202498\n-0.4333685\n-0.1607235\nCN10-2\nCN10\n2\n16\n\n\n3.9057053\n0.3599520\n-0.3049074\n0.0540037\nCN10-3\nCN10\n3\n16\n\n\n3.4561583\n-0.0996639\n0.4472090\n-0.0185889\nCN10-1\nCN10\n1\n18\n\n\n3.6354729\n0.3809673\n-0.0934957\n0.0018722\nCN10-2\nCN10\n2\n18\n\n\n2.9872250\n0.7890400\n-0.2361098\n-0.1628506\nCN10-3\nCN10\n3\n18\n\n\n3.3562231\n-0.2866224\n0.1331068\n-0.2056366\nCN10-1\nCN10\n1\n20\n\n\n3.2009943\n0.4795967\n-0.2092384\n-0.5962183\nCN10-2\nCN10\n2\n20\n\n\n3.9948127\n0.7772640\n-0.3181372\n0.1218382\nCN10-3\nCN10\n3\n20\n\n\n2.8874207\n0.4554681\n0.3106044\n-0.2220240\nCN10-1\nCN10\n1\n22\n\n\n3.6868864\n0.9681097\n-0.2174166\n-0.2246775\nCN10-2\nCN10\n2\n22\n\n\n4.8689622\n0.5218563\n-0.2906042\n0.3532981\nCN10-3\nCN10\n3\n22\n\n\n-3.8483418\n1.5205541\n-0.8809715\n-0.5306228\nNC-1\nNC\n1\n1\n\n\n-3.7653460\n1.5598499\n-1.0570798\n-0.4075397\nNC-2\nNC\n2\n1\n\n\n-3.8586309\n1.6044929\n-1.0936576\n-0.4292404\nNC-3\nNC\n3\n1\n\n\n-2.6934553\n-0.9198406\n0.7439841\n-0.9881115\nNC-1\nNC\n1\n3\n\n\n-2.5064076\n-1.0856761\n0.6334250\n-0.8999028\nNC-2\nNC\n2\n3\n\n\n-2.4097945\n-1.2731546\n1.1767665\n-0.8715948\nNC-3\nNC\n3\n3\n\n\n-3.0567309\n0.5804906\n-0.1391344\n-0.3701763\nNC-1\nNC\n1\n5\n\n\n-2.3511737\n-0.3692016\n0.7053757\n-0.3284113\nNC-2\nNC\n2\n5\n\n\n-2.6752311\n-0.0637855\n0.4692194\n-0.3841240\nNC-3\nNC\n3\n5\n\n\n-1.2335368\n-0.6717374\n0.2155285\n0.1060486\nNC-1\nNC\n1\n9\n\n\n-1.6550689\n0.1576557\n0.0687658\n0.2750388\nNC-2\nNC\n2\n9\n\n\n-0.8948103\n-0.8171884\n0.8062876\n0.5032756\nNC-3\nNC\n3\n9\n\n\n-1.2512737\n-0.4720993\n0.4071788\n0.4693106\nNC-1\nNC\n1\n11\n\n\n-1.8091407\n0.0552546\n0.0424090\n0.3918222\nNC-2\nNC\n2\n11\n\n\n-2.4225566\n0.4998948\n-0.1987773\n0.1959282\nNC-3\nNC\n3\n11\n\n\n-0.9193427\n-0.7741826\n0.0918984\n0.5089847\nNC-1\nNC\n1\n13\n\n\n-0.8800183\n-0.7850404\n0.0895146\n0.6050052\nNC-2\nNC\n2\n13\n\n\n-1.3075763\n-0.2525829\n-0.2993318\n0.5874269\nNC-3\nNC\n3\n13\n\n\n-0.9543813\n-0.3170305\n0.0885062\n0.7153071\nNC-1\nNC\n1\n16\n\n\n-0.4303679\n-0.9952374\n0.2038883\n0.8214647\nNC-2\nNC\n2\n16\n\n\n-0.9457300\n-0.7180646\n0.3081282\n0.6563748\nNC-3\nNC\n3\n16\n\n\n-1.3830063\n0.0614677\n-0.2805342\n0.5462137\nNC-1\nNC\n1\n18\n\n\n-0.7960522\n-0.5792768\n-0.0369684\n0.6621526\nNC-2\nNC\n2\n18\n\n\n-1.6822927\n0.1041656\n0.0634251\n0.4337240\nNC-3\nNC\n3\n18\n\n\n-1.3157478\n-0.0835664\n-0.1246253\n0.5599467\nNC-1\nNC\n1\n20\n\n\n-1.7425068\n0.3029227\n-0.0161466\n0.5134360\nNC-2\nNC\n2\n20\n\n\n-1.3970678\n-0.2923056\n0.4324586\n0.4765460\nNC-3\nNC\n3\n20\n\n\n-1.0777451\n-0.1232925\n0.2388682\n0.7585307\nNC-1\nNC\n1\n22\n\n\n0.4851039\n-4.1291445\n-4.0625050\n-0.4582436\nNC-2\nNC\n2\n22\n\n\n-1.0516226\n-0.7228479\n1.0641320\n0.4955951\nNC-3\nNC\n3\n22\n\n\n\n\n\n🎬 Plot PC1 against PC2 and colour by time and shape by treatment:\n\npca_labelled |> \n ggplot(aes(x = PC1, y = PC2, \n colour = factor(time_day),\n shape = treatment)) +\n geom_point(size = 3) +\n scale_colour_viridis_d(end = 0.95, begin = 0.15,\n name = \"Time\") +\n scale_shape_manual(values = c(17, 19),\n name = NULL) +\n theme_classic()\n\n\n\n\n\n\n\n🎬 Plot PC1 against PC2 and colour by time and facet treatment:\n\npca_labelled |> \n ggplot(aes(x = PC1, y = PC2, colour = factor(time_day))) +\n geom_point(size = 3) +\n scale_colour_viridis_d(end = 0.95, begin = 0.15,\n name = \"Time\") +\n facet_wrap(~treatment, ncol = 1) +\n theme_classic()\n\n\n\n\n\n\n\nreplicates are similar at the same time and treatment especially early as we might expect. PC is essentially an axis of time.\n\nWe are going to create an interactive heatmap with the heatmaply (Galili et al. 2017) package. heatmaply takes a matrix as input so we can use mat\n🎬 Set the rownames to the sample id whihcih is combination of sample_replicate and time_day:\n\nrownames(mat) <- interaction(vfa_cummul_pca$sample_replicate, \n vfa_cummul_pca$time_day)\n\nYou might want to view the matrix by clicking on it in the environment pane.\n🎬 Load the heatmaply package:\n\nlibrary(heatmaply)\n\nWe need to tell the clustering algorithm how many clusters to create. We will set the number of clusters for the treatments to be 2 and the number of clusters for the vfa to be the same since it makes sense to see what clusters of genes correlate with the treatments.\n🎬 Set the number of clusters for the treatments and vfa:\n\nn_treatment_clusters <- 2\nn_vfa_clusters <- 2\n\n🎬 Create the heatmap:\n\nheatmaply(mat, \n scale = \"column\",\n k_col = n_vfa_clusters,\n k_row = n_treatment_clusters,\n fontsize_row = 7, fontsize_col = 10,\n labCol = colnames(mat),\n labRow = rownames(mat),\n heatmap_layers = theme(axis.line = element_blank()))\n\n\n\n\n\nThe heatmap will open in the viewer pane (rather than the plot pane) because it is html. You can “Show in a new window” to see it in a larger format. You can also zoom in and out and pan around the heatmap and download it as a png. You might feel the colour bars is not adding much to the plot. You can remove it by setting hide_colorbar = TRUE, in the heatmaply() function.\nOne of the NC replicates at time = 22 is very different from the other replicates. The CN10 treatments cluster together at high time points. CN10 samples are more similar to NC samples early on. Most of the VFAs behave similarly with highest values later in the experiment for CN10 but isohexanoate and hexanoate differ. The difference might be because isohexanoate is especially low in the NC replicates at time = 1 and hexanoate is especially high in the NC replicate 2 at time = 22\n\nCalculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight. Emma’s note: I think the terms flux and reaction rate are used interchangeably\nI’ve requested clarification: for the flux measurements, do they need graphs of the rate of change wrt time? And is the sludge volume going to be a constant for all samples or something they measure and varies by vial?\nAnswer: The sludge volume is constant, at 30 mls within a 120ml vial. Some students will want to graph reaction rate with time, others will want to compare the measured GC-FID concentrations against the model output.\n📢 Kelly asked for “.. a simple flux measurement, which is the change in VFA concentration over a period of time, divided by weight or volume of material. In this case it might be equal to == Delta(Acetate at 3 days - Acetate at 1 day)/Delta (3days - 1day)/50 mls sludge. This would provide a final flux with the units of mg acetate per ml sludge per day.”\nNote: Kelly says mg/ml where earlier he used g/L. These are the same (but I called my column conc_g_l)\nWe need to use the vfa_delta data frame. It contains the change in VFA concentration and the change in time. We will add a column for the flux of each VFA in g/L/day. (mg/ml/day)\n\nsludge_volume <- 30 # ml\nvfa_delta <- vfa_delta |> \n mutate(flux = conc_g_l / delta_time / sludge_volume)\n\nNAs at time 1 are expected because there’s no time before that to calculate a changes\n\nGraph and extract the reaction rate assuming a first order chemical/biological reaction and an exponential falloff rate\nI’ve requested clarification: for the nonlinear least squares curve fitting, I assume x is time but I’m not clear what the Y variable is - concentration? or change in concentration? or rate of change of concentration?\nAnswer: The non-linear equation describes concentration change with time. Effectively the change in concentration is dependent upon the available concentration, in this example [Hex] represents the concentration of Hexanoic acid, while the T0 and T1 represent time steps.\n[Hex]T1 = [Hex]T0 - [Hex]T0 * k\nOr. the amount of Hexanoic acid remaining at T1 (let’s say one hour from the last data point) is equal to the starting concentration ([Hex]T0) minus the concentration dependent metabolism ([Hex]To * k).\n📢 We can now plot the observed fluxes (reaction rates) over time\nI’ve summarised the data to add error bars and means\n\nvfa_delta_summary <- vfa_delta |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_flux = mean(flux),\n se_flux = sd(flux)/sqrt(length(flux))) |> \n ungroup()\n\n\nggplot(data = vfa_delta, aes(x = time_day, colour = vfa)) +\n geom_point(aes(y = flux), alpha = 0.6) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux - se_flux, \n ymax = mean_flux + se_flux), \n width = 1) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux, \n ymax = mean_flux), \n width = 0.8) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"VFA Flux mg/ml/day\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\nOr maybe this is easier to read:\n\nggplot(data = vfa_delta, aes(x = time_day, colour = treatment)) +\n geom_point(aes(y = flux), alpha = 0.6) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux - se_flux, \n ymax = mean_flux + se_flux), \n width = 1) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux, \n ymax = mean_flux), \n width = 0.8) +\n scale_color_viridis_d(name = NULL, begin = 0.2, end = 0.7) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"VFA Flux mg/ml/day\") +\n theme_bw() +\n facet_wrap(~ vfa, nrow = 2) +\n theme(strip.background = element_blank(),\n legend.position = \"top\")\n\n\n\n\n\n\n\nI have not yet worked out the best way to plot the modelled reaction rate\nPages made with R (R Core Team 2023), Quarto (Allaire et al. 2022), knitr (Xie 2022), kableExtra (Zhu 2021)", "crumbs": [ "Omics", "Kelly's Project", @@ -2528,7 +2528,7 @@ "href": "omics/kelly/workshop.html#import", "title": "Workflow for VFA analysis", "section": "", - "text": "🎬 Import\n\nvfa_cummul <- read_csv(\"data-raw/vfa.csv\") |> janitor::clean_names()\n\n🎬 Split treatment and replicate to separate columns so there is a treatment column:\n\nvfa_cummul <- vfa_cummul |> \n separate(col = sample_replicate, \n into = c(\"treatment\", \"replicate\"), \n sep = \"-\",\n remove = FALSE)\n\nThe provided data is cumulative/absolute. We need to calculate the change in VFA with time. There is a function, lag() that will help us do this. It will take the previous value and subtract it from the current value. We need to do that separately for each sample_replicate so we need to group by sample_replicate first. We also need to make sure the data is in the right order so we will arrange by sample_replicate and time_day.", + "text": "🎬 Import\n\nvfa_cummul <- read_csv(\"data-raw/vfa.csv\") |> janitor::clean_names()\n\n🎬 Split treatment and replicate to separate columns so there is a treatment column:\n\nvfa_cummul <- vfa_cummul |> \n separate(col = sample_replicate, \n into = c(\"treatment\", \"replicate\"), \n sep = \"-\",\n remove = FALSE)\n\n📢 This code depends on the sample_replicate column being in the form treatment-replicate. In the sample data CN10 and NC are the treatments. The replicate is a number from 1 to 3. The value does include a encoding for time. You might want to edit your file to match this format.\nThe provided data is cumulative/absolute. We need to calculate the change in VFA with time. There is a function, lag() that will help us do this. It will take the previous value and subtract it from the current value. We need to do that separately for each sample_replicate so we need to group by sample_replicate first. We also need to make sure the data is in the right order so we will arrange by sample_replicate and time_day.", "crumbs": [ "Omics", "Kelly's Project", @@ -2540,7 +2540,7 @@ "href": "omics/kelly/workshop.html#calculate-change-in-vfa-gl-with-time", "title": "Workflow for VFA analysis", "section": "", - "text": "🎬 Create dataframe for the change in VFA\n\nvfa_delta <- vfa_cummul |> \n group_by(sample_replicate) |> \n arrange(sample_replicate, time_day) |>\n mutate(acetate = acetate - lag(acetate),\n propanoate = propanoate - lag(propanoate),\n isobutyrate = isobutyrate - lag(isobutyrate),\n butyrate = butyrate - lag(butyrate),\n isopentanoate = isopentanoate - lag(isopentanoate),\n pentanoate = pentanoate - lag(pentanoate),\n isohexanoate = isohexanoate - lag(isohexanoate),\n hexanoate = hexanoate - lag(hexanoate))\n\nNow we have two dataframes, one for the cumulative data and one for the change in VFA.", + "text": "🎬 Create dataframe for the change in VFA 📢 and the change in time\n\nvfa_delta <- vfa_cummul |> \n group_by(sample_replicate) |> \n arrange(sample_replicate, time_day) |>\n mutate(acetate = acetate - lag(acetate),\n propanoate = propanoate - lag(propanoate),\n isobutyrate = isobutyrate - lag(isobutyrate),\n butyrate = butyrate - lag(butyrate),\n isopentanoate = isopentanoate - lag(isopentanoate),\n pentanoate = pentanoate - lag(pentanoate),\n isohexanoate = isohexanoate - lag(isohexanoate),\n hexanoate = hexanoate - lag(hexanoate),\n delta_time = time_day - lag(time_day))\n\nNow we have two dataframes, one for the cumulative data and one for the change in VFA and time. Note that the VFA values have been replaced by the change in VFA but the change in time is in a separate column. I have done this because we later want to plot flux (not yet added) against time\n📢 This code also depends on the sample_replicate column being in the form treatment-replicate. lag is calculating the difference between a value at one time point and the next for a treatment-replicate combination.", "crumbs": [ "Omics", "Kelly's Project", @@ -2552,7 +2552,7 @@ "href": "omics/kelly/workshop.html#recalculate-the-data-into-grams-per-litre", "title": "Workflow for VFA analysis", "section": "", - "text": "To make conversions from mM to g/l we need to do mM * 0.001 * MW. We will import the molecular weight data, pivot the VFA data to long format and join the molecular weight data to the VFA data. Then we can calculate the g/l. We will do this for both the cumulative and delta dataframes.\n🎬 import molecular weight data\n\nmol_wt <- read_table(\"data-raw/mol_wt.txt\") |>\n mutate(vfa = tolower(vfa))\n\n🎬 Pivot the cumulative data to long format:\n\nvfa_cummul <- vfa_cummul |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_cummul to check you understand what you have done.\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_cummul <- vfa_cummul |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\nView vfa_cummul to check you understand what you have done.\nRepeat for the delta data.\n🎬 Pivot the change data, delta_vfa to long format:\n\nvfa_delta <- vfa_delta |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_delta to check it looks like vfa_cummul\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_delta <- vfa_delta |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)", + "text": "To make conversions from mM to g/l we need to do mM * 0.001 * MW. We will import the molecular weight data, pivot the VFA data to long format and join the molecular weight data to the VFA data. Then we can calculate the g/l. We will do this for both the cumulative and delta dataframes.\n🎬 import molecular weight data\n\nmol_wt <- read_table(\"data-raw/mol_wt.txt\") |>\n mutate(vfa = tolower(vfa))\n\n🎬 Pivot the cumulative data to long format:\n\nvfa_cummul <- vfa_cummul |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_cummul to check you understand what you have done.\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_cummul <- vfa_cummul |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)\n\nView vfa_cummul to check you understand what you have done.\nRepeat for the delta data.\n🎬 Pivot the change data, delta_vfa to long format (📢 delta_time is added to the list of columns that do not need to be pivoted but repeated):\n\nvfa_delta <- vfa_delta |> \n pivot_longer(cols = -c(sample_replicate,\n treatment, \n replicate,\n time_day,\n delta_time),\n values_to = \"conc_mM\",\n names_to = \"vfa\") \n\nView vfa_delta to check it looks like vfa_cummul\n🎬 Join molecular weight to data and calculate g/l (mutate to convert to g/l * 0.001 * MW):\n\nvfa_delta <- vfa_delta |> \n left_join(mol_wt, by = \"vfa\") |>\n mutate(conc_g_l = conc_mM * 0.001 * mw)", "crumbs": [ "Omics", "Kelly's Project", @@ -2588,7 +2588,7 @@ "href": "omics/kelly/workshop.html#calculate-the-flux---pending.", "title": "Workflow for VFA analysis", "section": "", - "text": "Calculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight.\nI’ve requested clarification: for the flux measurements, do they need graphs of the rate of change wrt time? And is the sludge volume going to be a constant for all samples or something they measure and varies by vial?", + "text": "Calculate the flux(change in VFA concentration over a period of time, divided by weight or volume of material) of each VFA, by mM and by weight. Emma’s note: I think the terms flux and reaction rate are used interchangeably\nI’ve requested clarification: for the flux measurements, do they need graphs of the rate of change wrt time? And is the sludge volume going to be a constant for all samples or something they measure and varies by vial?\nAnswer: The sludge volume is constant, at 30 mls within a 120ml vial. Some students will want to graph reaction rate with time, others will want to compare the measured GC-FID concentrations against the model output.\n📢 Kelly asked for “.. a simple flux measurement, which is the change in VFA concentration over a period of time, divided by weight or volume of material. In this case it might be equal to == Delta(Acetate at 3 days - Acetate at 1 day)/Delta (3days - 1day)/50 mls sludge. This would provide a final flux with the units of mg acetate per ml sludge per day.”\nNote: Kelly says mg/ml where earlier he used g/L. These are the same (but I called my column conc_g_l)\nWe need to use the vfa_delta data frame. It contains the change in VFA concentration and the change in time. We will add a column for the flux of each VFA in g/L/day. (mg/ml/day)\n\nsludge_volume <- 30 # ml\nvfa_delta <- vfa_delta |> \n mutate(flux = conc_g_l / delta_time / sludge_volume)\n\nNAs at time 1 are expected because there’s no time before that to calculate a changes", "crumbs": [ "Omics", "Kelly's Project", @@ -2600,7 +2600,7 @@ "href": "omics/kelly/workshop.html#graph-and-extract-the-reaction-rate---pending", "title": "Workflow for VFA analysis", "section": "", - "text": "Graph and extract the reaction rate assuming a first order chemical/biological reaction and an exponential falloff rate\nI’ve requested clarification: for the nonlinear least squares curve fitting, I assume x is time but I’m not clear what the Y variable is - concentration? or change in concentration? or rate of change of concentration?\nPages made with R (R Core Team 2023), Quarto (Allaire et al. 2022), knitr (Xie 2022), kableExtra (Zhu 2021)", + "text": "Graph and extract the reaction rate assuming a first order chemical/biological reaction and an exponential falloff rate\nI’ve requested clarification: for the nonlinear least squares curve fitting, I assume x is time but I’m not clear what the Y variable is - concentration? or change in concentration? or rate of change of concentration?\nAnswer: The non-linear equation describes concentration change with time. Effectively the change in concentration is dependent upon the available concentration, in this example [Hex] represents the concentration of Hexanoic acid, while the T0 and T1 represent time steps.\n[Hex]T1 = [Hex]T0 - [Hex]T0 * k\nOr. the amount of Hexanoic acid remaining at T1 (let’s say one hour from the last data point) is equal to the starting concentration ([Hex]T0) minus the concentration dependent metabolism ([Hex]To * k).\n📢 We can now plot the observed fluxes (reaction rates) over time\nI’ve summarised the data to add error bars and means\n\nvfa_delta_summary <- vfa_delta |> \n group_by(treatment, time_day, vfa) |> \n summarise(mean_flux = mean(flux),\n se_flux = sd(flux)/sqrt(length(flux))) |> \n ungroup()\n\n\nggplot(data = vfa_delta, aes(x = time_day, colour = vfa)) +\n geom_point(aes(y = flux), alpha = 0.6) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux - se_flux, \n ymax = mean_flux + se_flux), \n width = 1) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux, \n ymax = mean_flux), \n width = 0.8) +\n scale_color_viridis_d(name = NULL) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"VFA Flux mg/ml/day\") +\n theme_bw() +\n facet_wrap(~treatment) +\n theme(strip.background = element_blank())\n\n\n\n\n\n\n\nOr maybe this is easier to read:\n\nggplot(data = vfa_delta, aes(x = time_day, colour = treatment)) +\n geom_point(aes(y = flux), alpha = 0.6) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux - se_flux, \n ymax = mean_flux + se_flux), \n width = 1) +\n geom_errorbar(data = vfa_delta_summary, \n aes(ymin = mean_flux, \n ymax = mean_flux), \n width = 0.8) +\n scale_color_viridis_d(name = NULL, begin = 0.2, end = 0.7) +\n scale_x_continuous(name = \"Time (days)\") +\n scale_y_continuous(name = \"VFA Flux mg/ml/day\") +\n theme_bw() +\n facet_wrap(~ vfa, nrow = 2) +\n theme(strip.background = element_blank(),\n legend.position = \"top\")\n\n\n\n\n\n\n\nI have not yet worked out the best way to plot the modelled reaction rate\nPages made with R (R Core Team 2023), Quarto (Allaire et al. 2022), knitr (Xie 2022), kableExtra (Zhu 2021)", "crumbs": [ "Omics", "Kelly's Project", diff --git a/structures/structures.html b/structures/structures.html index f10f732..d963866 100644 --- a/structures/structures.html +++ b/structures/structures.html @@ -217,7 +217,7 @@

Structure Data Analysis for Group Project

Published
-

29 March, 2024

+

2 April, 2024