From 87c3ed5e40d8a179ffdacb56dddf9f4448b35cb2 Mon Sep 17 00:00:00 2001 From: hyz317 Date: Wed, 7 May 2025 16:51:22 +0800 Subject: [PATCH] init --- .gitignore | 4 + README.md | 112 +++ assets/teaser.jpg | Bin 0 -> 1409691 bytes configs/infer.yml | 52 + demo.py | 342 +++++++ eval.py | 113 +++ infer.py | 172 ++++ primitive_anything/__init__.py | 0 primitive_anything/michelangelo/__init__.py | 51 + .../michelangelo/graphics/__init__.py | 1 + .../graphics/primitives/__init__.py | 9 + .../michelangelo/graphics/primitives/mesh.py | 114 +++ .../graphics/primitives/volume.py | 21 + .../michelangelo/models/__init__.py | 1 + .../models/asl_diffusion/__init__.py | 1 + .../asl_diffusion/asl_diffuser_pl_module.py | 483 +++++++++ .../models/asl_diffusion/asl_udt.py | 104 ++ .../michelangelo/models/asl_diffusion/base.py | 13 + .../clip_asl_diffuser_pl_module.py | 393 ++++++++ .../models/asl_diffusion/inference_utils.py | 80 ++ .../models/conditional_encoders/__init__.py | 3 + .../models/conditional_encoders/clip.py | 89 ++ .../conditional_encoders/encoder_factory.py | 562 +++++++++++ .../michelangelo/models/modules/__init__.py | 3 + .../michelangelo/models/modules/checkpoint.py | 69 ++ .../models/modules/diffusion_transformer.py | 218 ++++ .../models/modules/distributions.py | 100 ++ .../michelangelo/models/modules/embedder.py | 213 ++++ .../models/modules/transformer_blocks.py | 286 ++++++ .../models/modules/transformer_vit.py | 308 ++++++ .../michelangelo/models/tsal/__init__.py | 1 + .../michelangelo/models/tsal/asl_pl_module.py | 373 +++++++ .../models/tsal/clip_asl_module.py | 114 +++ .../models/tsal/inference_utils.py | 80 ++ .../michelangelo/models/tsal/loss.py | 303 ++++++ .../michelangelo/models/tsal/sal_perceiver.py | 423 ++++++++ .../michelangelo/models/tsal/sal_pl_module.py | 290 ++++++ .../michelangelo/models/tsal/tsal_base.py | 121 +++ .../michelangelo/shapevae-256.yaml | 42 + .../michelangelo/utils/__init__.py | 4 + primitive_anything/michelangelo/utils/eval.py | 12 + primitive_anything/michelangelo/utils/io.py | 47 + primitive_anything/michelangelo/utils/misc.py | 103 ++ .../utils/visualizers/__init__.py | 1 + .../utils/visualizers/color_util.py | 43 + .../utils/visualizers/html_util.py | 49 + .../utils/visualizers/pythreejs_viewer.py | 534 ++++++++++ primitive_anything/primitive_dataset.py | 87 ++ primitive_anything/primitive_transformer.py | 948 ++++++++++++++++++ primitive_anything/utils/__init__.py | 275 +++++ primitive_anything/utils/logger.py | 65 ++ primitive_anything/utils/typing.py | 57 ++ requirements.txt | 21 + sample.py | 104 ++ 54 files changed, 8014 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 assets/teaser.jpg create mode 100755 configs/infer.yml create mode 100755 demo.py create mode 100644 eval.py create mode 100755 infer.py create mode 100755 primitive_anything/__init__.py create mode 100755 primitive_anything/michelangelo/__init__.py create mode 100755 primitive_anything/michelangelo/graphics/__init__.py create mode 100755 primitive_anything/michelangelo/graphics/primitives/__init__.py create mode 100755 primitive_anything/michelangelo/graphics/primitives/mesh.py create mode 100755 primitive_anything/michelangelo/graphics/primitives/volume.py create mode 100755 primitive_anything/michelangelo/models/__init__.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/__init__.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/asl_diffuser_pl_module.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/asl_udt.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/base.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/clip_asl_diffuser_pl_module.py create mode 100755 primitive_anything/michelangelo/models/asl_diffusion/inference_utils.py create mode 100755 primitive_anything/michelangelo/models/conditional_encoders/__init__.py create mode 100755 primitive_anything/michelangelo/models/conditional_encoders/clip.py create mode 100755 primitive_anything/michelangelo/models/conditional_encoders/encoder_factory.py create mode 100755 primitive_anything/michelangelo/models/modules/__init__.py create mode 100755 primitive_anything/michelangelo/models/modules/checkpoint.py create mode 100755 primitive_anything/michelangelo/models/modules/diffusion_transformer.py create mode 100755 primitive_anything/michelangelo/models/modules/distributions.py create mode 100755 primitive_anything/michelangelo/models/modules/embedder.py create mode 100755 primitive_anything/michelangelo/models/modules/transformer_blocks.py create mode 100755 primitive_anything/michelangelo/models/modules/transformer_vit.py create mode 100755 primitive_anything/michelangelo/models/tsal/__init__.py create mode 100755 primitive_anything/michelangelo/models/tsal/asl_pl_module.py create mode 100755 primitive_anything/michelangelo/models/tsal/clip_asl_module.py create mode 100755 primitive_anything/michelangelo/models/tsal/inference_utils.py create mode 100755 primitive_anything/michelangelo/models/tsal/loss.py create mode 100755 primitive_anything/michelangelo/models/tsal/sal_perceiver.py create mode 100755 primitive_anything/michelangelo/models/tsal/sal_pl_module.py create mode 100755 primitive_anything/michelangelo/models/tsal/tsal_base.py create mode 100755 primitive_anything/michelangelo/shapevae-256.yaml create mode 100755 primitive_anything/michelangelo/utils/__init__.py create mode 100755 primitive_anything/michelangelo/utils/eval.py create mode 100755 primitive_anything/michelangelo/utils/io.py create mode 100755 primitive_anything/michelangelo/utils/misc.py create mode 100755 primitive_anything/michelangelo/utils/visualizers/__init__.py create mode 100755 primitive_anything/michelangelo/utils/visualizers/color_util.py create mode 100755 primitive_anything/michelangelo/utils/visualizers/html_util.py create mode 100755 primitive_anything/michelangelo/utils/visualizers/pythreejs_viewer.py create mode 100644 primitive_anything/primitive_dataset.py create mode 100755 primitive_anything/primitive_transformer.py create mode 100755 primitive_anything/utils/__init__.py create mode 100755 primitive_anything/utils/logger.py create mode 100755 primitive_anything/utils/typing.py create mode 100644 requirements.txt create mode 100644 sample.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..8ad67af --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +**/__pycache__/ +ckpt +data +results \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..8812cb5 --- /dev/null +++ b/README.md @@ -0,0 +1,112 @@ +# PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer + +    + + + + +## 🔥 Updates + +**[2025/05/07]** test dataset, code, pretrained checkpoints and Gradio demo are released! + + + +## 🔍 Table of Contents + +- [⚙️ Deployment](#deployment) +- [🖥️ Run PrimitiveAnything](#run-pa) +- [📝 Citation](#citation) + + + + + +## ⚙️ Deployment + +Set up a Python environment and install the required packages: + +```bash +conda create -n primitiveanything python=3.9 -y +conda activate primitiveanything + +# Install torch, torchvision based on your machine configuration +pip install torch==2.1.0 torchvision==0.16.0 --index-url https://download.pytorch.org/whl/cu118 + +# Install other dependencies +pip install -r requirements.txt +``` + +Then download data and pretrained weights: + +1. **Our Model Weights**: + Download from our 🤗 Hugging Face repository ([download here](https://huggingface.co/hyz317/PrimitiveAnything)) and place them in `./ckpt/`. + +2. **Michelangelo’s Point Cloud Encoder**: + Download weights from [Michelangelo’s Hugging Face repo](https://huggingface.co/Maikou/Michelangelo/tree/main/checkpoints/aligned_shape_latents) and save them to `./ckpt/`. + +3. **Demo and test data**: + + Download from this [Google Drive link](https://drive.google.com/file/d/1FZZjk0OvzETD5j4OODEghS_YppcS_ZbM/view?usp=sharing), then decompress the files into `./data/`. + +After downloading and organizing the files, your project directory should look like this: + +``` +- data/ + ├── basic_shapes_norm/ + ├── basic_shapes_norm_pc10000/ + ├── demo_glb/ # Demo files in GLB format + └── test_pc/ # Test point cloud data +- ckpt/ + ├── mesh-transformer.ckpt.60.pt # Our model checkpoint + └── shapevae-256.ckpt # Michelangelo ShapeVAE checkpoint +``` + + + + + +## 🖥️ Run PrimitiveAnything + +### Demo + +```bash +python demo.py --input ./data/demo_glb --log_path ./results/demo +``` + +**Notes:** + +- `--input` accepts either: + - Any standard 3D file (GLB, OBJ, etc.) + - A directory containing multiple 3D files +- For optimal results with fine structures, we automatically apply marching cubes and dilation operations (which differs from testing and evaluation). This prevents quality degradation in thin areas. + +### Testing and Evaluation + +```bash +# Autoregressive generation +python infer.py + +# Sample point clouds from predictions +python sample.py + +# Calculate evaluation metrics +python eval.py +``` + + + + + +## 📝 Citation + +If you find our work useful, please kindly cite: + +``` +@article{ye2025primitiveanything, + title={PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer}, + author={Ye, Jingwen and He, Yuze and Zhou, Yanning and Zhu, Yiqin and Xiao, Kaiwen and Liu, Yong-Jin and Yang, Wei and Han, Xiao}, + journal={arXiv preprint arXiv:250x.xxxxx}, + year={2025} +} +``` + diff --git a/assets/teaser.jpg b/assets/teaser.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41a7827f5e03278579e07897898f97a227456af5 GIT binary patch literal 1409691 zcmeFa2Ut_vwl*9@KtZI24pFIsib|7~*Z@H>(mPR6s(>iHMMXer1O&FAfE4LOI?_T% zKzax1(py3essD1Hd-mDqo^!u@?)~q5{_lBy@-St|S~GKwvBsKnjQ1ULF6sz%8pNul zuBi^90X|wZS|AX024t${X=e=rX={TdK_JjE5FITIhz>ZS0g4ta?eD*T9fNdO|8o56 zKRRrnqrflV@N%6F``?a#T?e8GN&$fiQPgqJ4bTx9nqNQv_MxSt{q>G-i@jK>%l7?~LvnN9#7hT|t$m`|Mib^Pl~epUZf3-~#4jN#a?EBOJ{=RjURV#-?Zt}7Jbd=*I3pJ~4=D=L0UlIPQ!f!o1-12(^r)bs*jXf5N()Qa z69!uat?jemovENu#Ew4Y3Ua2tiVB*wrGkQ}AbbWDqz0c0rU>w3C}P#n&;os_;vcXX z4CO4cR}Vi!1qIV@Qb8eU6n>yiJQ)m&gy5e#0TmOl1c~`;?modJ1uCdnnjnc3fMKU6 zs34pyvJpwrrGip3ag9{aNoJs*9F`C@fvgMNKv(~vQPe+l&7pBAEtYO{$FI2mFa$ruIu5apLs01uy*otjexbdGe)ORqedtFY z`q76B%ReEC4ymlaBOMQ^tUq&~hg8-fm32sE9a33`RMsJ=beKSMm_T!wsdShUc9;_O zdkWzpsB{P_9fC@Spwc0zbOYZ;!&RFGC*HMCN=@U4y-_$sH48tAYb>fq1@4sGCn+XkNaDpNtxFFzqi zt^*^I`g#8YWIZc#o*Q!lxgkXbWjc(JnE$oW4zGRI$^SCtpNwlYjeArO6%><(&!mDL zOEpnJ1jE>w-4b^hMv2s{BcT#0hviTQhc<9%1OMALz>Eq;ZrziWCLS}Rf|i=mQ_}b| zETq)^85Fr0xwGzrc!@bl1^rC1MeMPbQ$f99h*|{pCgebEvk^iJ1$?)$y{|aP@r?8T z1+T6wvgLsqrvXSujq|V^>fq1@4sGCn+XiR~v6~bv`amk^0TYtUQ%antf{tFJg5Ft@ zE>S@hXv#;l16E;Xiu8_|iPFFY_+ytG_B$xY0;nK~8oU)1<yu-tphugm{sR;_3z+u!KLop&`_*$ zkCQH1$VO3(bA@{f2ERR5#1v>My?M}TnG;2_xRLr$%ZoqP{2i>-vGRIXQgbdRCIuvvb|1B@=H|~| zqq%Wj82&94)K|?t$3kM4nngD%n-r9c$WlRIljb-eFWfi%4mY`#QFG6H;5L(?@+YNd z8Xd9*oyf+@;6OQ(CvLa-Yn1jlLQZ`ROpSu()bVAS|D@y8x%&Uh0(Q97vsp?E3To(D zAw0SvELyECEE$=1{nbtRiDG?I{O`;0-oQJGwuN+v^l%6YN^QMey=*tDWw zTA#~8S>Yvj>kWfCqv7e>*V$*S=rRc*NY^LyEaX z#{3Qym3XP~Pff_QRB=fp4&dn1cmNa5TqO5r|y^@lx*SQWq>HUWcytLU)A9Egyg5B>dq@soA z`J`4i$L1)}c#*(Y94Ns;k$bw;a4IOn&Jtod^H02kF=gIBP91$3 zHO_ng-xScJ!SWvGw6O0E%BA7qK^M!85oTXV{%!tpOFDsPnM1sZ5=nprs$9#tAwCf| z*`gkSnf4qf^jvAKVQcHPjLoC8Lcp?2h6$^6PzmFnNAC)~F5xd|dr^u%Av~WQ;~anz0u(YUqJ z$`Vrn#2Iqe3{JCvOA`$@Er|PN|wJg1pzKjfpKS{#~^r*{dyGP*BLAoG^Yvdqy=0`1>M{S9M#|3 zN+Vv*bY++&gNfIX)5#cmz;zY*<77Gn3!e)3)t2;M+JY5JdR+CF?nRV9u$!B&=Kk76 zd_QJpYKk7Vl(Yof?*R7J(nnhBZ@eH`q+)DgGgJTewSSgxDgYpHqJ2`Rpedj~%{t`w zdX==l%LnWhh9q&rw*L^2g~YKxjUjVPFi{SW6iL)t`^O$g*pAUU14)_q`w52MPXLbf zQ8FG7;N~Bi{F8LB>EtPT22%gTUoMWJ2$Hb~O2{87*4TS|cZucKEeZH_>OK|JsoI0w zj0bis%hhW{V6~@S5q6tGCqX^ER=gs@6kzJ8q++rqop+DBdXYzuL%vld|D<5}RI zh-lPHbJ!I%Q$fcT_e>rn%QskYWcDkfzfa*MjMl8U*IaPw?XBzH3{RZgZQBF|r4WObwNixt|&;LDSpPe+yv8F4fU~MGth3JXi1c z=OBsn?Nn*NFZIBmHNcWIjUUAjj22h|<&!y=t76=l31fE`Uze_SO5ZDw9wIatzViI=AkFQ{nQWs`1l9!da*x7< zZ~KgIgqO39<5R`VI@6f;-nD-B8--I85qv$qLQ*G}24ls0fN<&LQ$T~D|8oJg0h9H9 z^6O-*HY^;;=gTDiro{PpSEcE#(r1`}jnYKfvDa z6mV+}TVZN~ow;WA(5f!Y9(>Rg$M>=EQsOG^1-{nzXUTDpo0Z8n@jrXQ!CLL>JL|w> zw45jVt&SI*BKronZyyxpTjV$cAZ(TV*W-mZ8MkVS4V1TG)jRh0(qlgu)SL*}nG(+Y zj%oiSPX#T4OS4j&R%$v8h+;n%YDgG<$uA}Q8lBe0#=QwoN0W?jReL5_SS$JTy06X* zQF%eqw<`8tJZrLnOPBvwv^+TubAReJjA^al{CMNu*!-Lpv7l6c`>{?EhX9BH?oH6$ zkQQMzK>RKsPAMLS zi@B4yMmPcG9Td}T^U0vB1+AH|oKUSme@`Cg-lN6EuLb7G4)-D*@YXitj=AHfx4OK~ z1>`yIPA9z{Ufm3;Jx#6!GoPAl{OrxxgHw-4Cuv|i7f^X7<140)JL+fG7qr{XM1>=F zSDS~FWQJNE?c}to*?AzcNfaG~v;Pnbs{!Zql()Enz&j_i+uC4uL{Ghb4?TdF;Wsij%Bjhj=mXprsqXEz(O9;*bb*`q>pwfnP{Z@Ya3!k}yaz3Co2 z;tR#o%sGcNjc1G<&DvpDnLx5#`sACF(9qp{jXe&0O~$BP(deNjguN``llC391e5hE#tNuB^ZWD6XVPbgh)XY z?yqr7BS$^7%4=&%OL5|1?`aYU^R%r_6GNP;3}1iFmHIKc&9%t~PLvwGPy(su#PZ6t zN>%rt5VbiZM+!xL@MLSqB1l^#5&Lt2YHsaXWEG=*yl;du=m}zM8`Q81XyM><{ zjz_QFdS{VC^CN}4pt?7_dNT=T+kM$_y)AWoHsJcxz9ac>Z}<)E?SJZxz7**wvI{%< zUh9$}oypx}s@YQOXuMSS8ZHHIW7@MQl8?e_DMTW zNu0JYy=`OBZta;r8eH^kWhw(eGwvdfIQI%Es<}Zpp~vy%(`7m5stsnydN(SpUK902 zb>aJnjq+*jXFD7c6;&6}y5vME$SPULe}ItKIAd{6(}Bqm&@(B~7WH|q4cdOZfV)oU z$e_QtXKm|^UPqCdfzsngpEgxL+80Rz(MD_gqx`$4I0|4kkmJU9Qz=L>(x#wI9($V# zVuNO?t|}Gipk#H{A9>wq)wf&2aLi)H68HFUi)%r9&pba5b=_vZR$bxzF_m0 znt=Np-xk4hrGyNkG3gR+alM$R(q=VN#qSVQR&)D<#qD|CvVf*X;aux&v`M80nYbI% zi=j{^hxH76?u`Livu2T_6(}Y#S_{VxJ+YY4;Ll*X>R{i`fzewv)g4Lcn z0OMGDrtKy7%ncRDNx_(xia%UCxAZ7s8tHYLa9#)@fr$bMYk z=)z+{Abm~pUOv#IujkyJ<*>Eaxy4~$`R^^vrtMr&M_3M4(!^wT=X!>hHrJFrW>{!R z;=QglVl54wL!*K})N3ED)v>R&#>ANU7<6=U_|j{bu_?CrZ;GNnS5iS{$tcPh?8&Mb zI_6y4%Cfk;r_2){-r7(IM~WN>rz)|vs5wWuPc{9n6W5P(pD4Z>eFVma5Ty)5fU$>; zWZ3Ui3ZvD4y!O4BV{z)9c0|8hqqM#_u@R>A+YtQu9rYW!k~ETG}YUNo~sH1{mfAXWkTS|n>N#U7=;O?Q;ml7pw4S;1|`y>7UuTK?ck~pSjZPqVY z$B$iz5sXBMPYlR$Z=FW&t22GsXVj>XO&qCoomc3fbN7q@?_UM<#D?F~R(^)BYQWgH z5{ehsyNTnl3{Ua(v%t80fd5E5Z(6$l#uZVrl;aM-4$GU1&L1M>>ZKQB zQ@&CyB`bmFI(xr!d9=T;5|zv~-6=X}Hg!Aw$fNnaha*oetCEz~@}k$S1()Li(k z(A=rLl!Ouc5=;nJc!ES~0PDYZP0-h|3Tq#6QnT7Q@Kn6CWp#PXyLaO}X)Y_gSe609 z;5EJJ3jb6714$?PogPHaPV62{xb@?)iB-p2jm!>2DZ%{V(9o4xgGf1^V*&PAdq=9i zRHzv|mp8Y1j`QE&qrtakHd(?!t7aPeC!Rst%o7&n;G#OB=04#L} zEJsX_tn(l(c@^@@D74dSil-C=$7`fL_L0GHPovhXaI|yrO}Cv{Ogxdg{UY&;35z=C+F^6oa++)x`&2lTxlM)_q)p?oW4xi zwZPPoCh=#noBHHvlEtSndqbBIe8Bf@X>7-7SF4h5XS%6O{EQk1e@aTEOPolJ#~OU9n$6wK}Y<)Oya9c*dSvTXzI|3h7Hhw!j$zTI=5? zc5~dfLr$5yPY)*Eev6TM3in=76iVctZAZnUGH&IV56J(dC)Vf8m#C{Rw?5ZPm3ek0 zIc%yJ{feTxob52Xd2+dO_WH4qO!%Z)^2V2+My;?C1`=z3BjG1EcQT9H_(#4?y69FN z@@`dm=5Nr)5G)5GCFn=Mt-bZ->#>nqcvCPYg#Tcd*u6-cTU@J|Lye{(hzwyR%K2Ah zz(Gqam&X>#Z43;bpFZ`=?OrAD;Ipw|jZ=Iof^I4J#M`BVB^{-bxI14Zk=2NQkS%cIg$n;Mhw zO^rn|m=Hl!L)HuUa_5uyt*{Hqs|YT;dmAA(6;nc4>X##L(HL(B^s9Ju`g?i??AhT1 zXB-al(ba6TS=QwbQ4yDI?rE4`&eq#y0HN|&om&KQw?pJgBK zW#*$sf^G}7!vs#+%4Xg*5cx#s-Yu3|gP9v%Q!em5gC&jap|VHtt&MNHdfGfbrw84> zrzG1O+kSTUr_b;k1FiGQ7jxBJ=R4%A0pL;dx4%Ip|2k={ml~28s{{V{BhWx6x@iYw zRN~(;^~I=3dMx)|#E!-JJXzJo&O!9c&`}MdiuDc3lJGz%S(Y4wnf{FmVxfYpjq`Vp zuMam-#I7D6aJJ$H%dY$H1mzYE{T7d{g?kqt84Q z8l{7_3+8|v$_fO*hFfRX4-?@ZOX;G53OyRBpwYDJk;9GNf>jomXXkXPugP`R??1dk zps_^1FcK^bXVJ>dS#|dpD$%H}2pW>VA9WDP?IRSL_H_?Dem69-eQnondXDZh`J0wBrN^{@# z!_tc0?tuH7r4Dr=uBxy#YVrV991RgXUU^ zt85UvH`!2hP0A|GQSlz!<%7{;cMIm#+*jm8$(ku{S1E1tP<7$>=y4Ca;=}FT!5foa$FOQf$g^^ z(8u`j=o_WkL5jGWnV+JH@hnZ9RiBC6C@Sdsk+M|si`vU~{1Kp41S$@;XJ26AEqzMoirx0EO|BYoU1i5A-#he{hA zUnW>5vj$C0g2$pH=0b5SqiK6zu;;r2UAvjb#>PD@m5;?uPL5tR)<1di*oMPY{)TXM z;G;;jIE8tWyYpwN#|A~kv*!kyh&FCt)*ktJ6NkHzr5+>>00Gj0cR zj&etzaV-ixd@A7MvWxztJb2#Bka%j#s?q$)G}6^Op-W(R|9ZH+mc8u0&5Y4H(BGp3 zoXwhM!8p?1+;o-iWcpf}cSM0p3)F-&JdJJq?bD~)o`Og<%d^-EsJVRlIqhNDRn>>> zIIV8*z;(44m}PRHuQbsJK!jO$oH_l{jPMq|mFKq~cSU(O=Rbl*eWTawIdW_tyxd&n z(>kJ(%*JPLsxXK&OO7uwdH_VZEa6a)XT%PM+g5>azP(W2PVZvpM)ZkXfBFhSapya8 zi;VvfQtkipY}Oi%nfSF>ocNr8OWVv8{c6H%_UZHmh#0rfr=Mf#e$0NqB8vd>TUksP zMQotjan@1Qd8dY6EvRAg@pnD*B#(=fQ)%V-{%Ll5h08{u5M>RphV&PIq2|fhB}^n@=iC^;ySG3n zk{BxwwreUn>&D3Y4~Uo=WE6e@IUR)%2qtyNWAK-P0kR;CA_xXxj=)3&i3ga7n~l~U zsO)A;Xp}x62Lx|Wb}1Tj@gyawxp*?uU#kF~Q?MH88EpGc?L2S3Kw?zQWmyw|dF-RN zU;Qf&zGu_#D{3YumqNqb|KuXfSw>9#Tad2GkAcHu=xGMd4lHtxweoeXb zcU3ef$N#<+INlZU_jOWm8nQlykP#mL%}vBlf51Ti#$`ntirQcAhb{^)0&f+jf-e6_ z9GB+P|D=}H-)aG*&M&q6of2dfIBou1OKt^%)kH?dU2;MkYjs)Y`sAEE*zCp9j2azo zh0tE`#c+8d413krUzvRRes1!WT06%Yvp=DA=qoyM@OSrikIV=x!^dofphaM zSj6+euUkc7VJ>k?K;-=&P;zK{G74j*>adrNle(qS!NNQu@9Z3EbVnU=$QU^APNx!hs_kTDHmzklbc;jyi3%C_I2(3+ZGA`wUxsE0VITzxnQ6}8l~ zI`$+&vP;d5pL{@nm2knobf>!xan#d!Mmp$WuZnbLbLMCPp9jX zy|4hb_#4@wJ3qu@K4kAVs6dAH+2Q?Ur)2CM#B1QCH{y-R*F#b#!)65ee&8xKPjhIB ze?6b%(3^@C3&p)wf=0K~%O_sJk#Yo;un+u9%S+aa%6j~rz2_F3pN~8Zl(S8bnn!SA z9zp`Ac+RDxOtDUH`)-{SFAw{cAhW`_0}J%MMl?j$b8c44*tq19E)R$do({ZS7Uf%K z&ZS{L7lfc$Awm*L9Z5;CH=impP-w1g|l?wI2@f70mX%ijzwMrpivgtf_Bjf_PePbC6zaz>i=IFw^N% zU+7TlEHfsg+cSx`&iguiZb7hRUCTMOXoW0anyhhXMNY>di(lbo8q1*i% zUqsJbtL*!>OT&$SvkQy$`#3XkVfa>Aq||Ls$A>zBkvt6&Bsv!*XdV|Y)VXrxOr;~t z!uWB-KID9`=?*y|v~gmg&() zj(%p1IlXJda|+c``uoiwTjddPaeX<@OzhYu`oC8*R4!niODrQmj^l z*`8nMTvO6<1zcx*u^0-k^DLZv?2jJMtYwapTN%_mFxU>*?|r-QZ+(OO`U7U^2F{tnxB!gY zwk(gK-5XaVrKDwjaSs(^@%zm# z2W{vZ*!9ej9W&RZ@yq_7tAF%mWJ~PZ&_9sUo8QpP>;7q11knj40bawaZ+J5bhcg2J zY2D2DiLLHkr2UB6Qdp^@fC-moiG_60xvs?4C8=3tWG!3boKc_(BC~Z{JIBQQx2gs0 z@O#LqtBl>!sYzVV;;kPCl$`zAK`1;>P=n6WmsLc|^Vp7L3%z!^gBIC60^AygYcghC z(bCNP^bj3{JzmNj)l6aRce`TpXgh!SsrUx#MU8`9bg0xQ@^Nyw4*uB=-a|Lauzh#m z>|5)bbk*A6gO?UO-XY4+%un$TYa+DWZTf3@@PRIwcSFu~a!PMOdk>8AJRx%o9~lpj zvQdIX#YlESD7I>xLm;Bc`4k%pZW^OKSdcG@xS-AinFP%V_f-nGLB}G`%4P2^2K%3G zl*)5yTf8+T>%;=lT0N(7znDC#&?c_)VeL$xJhwRW-t$-8F zR9ndv=QoP8hRkUUZWih_UE{|9F3{Q(_qrE0Y5QgnT-vaIU~0J-QfYJV>J3WAk&fL{ zd+2XycKkD9J>^t&->#I`dFeb+Tk#;ZvEHH&Y=}w()7qn=zG`A}-0b2}G-+Ef@YjMc zx?u9VhEA3y^2yB;z=+eQNhI{hA2Sc8r%O+-LEa|X<9_kj1fHPv>h9XNf2U%t4JvLpBnI=F392YJ2i zYl~0&yyUWROYE)c_W+7X6BLIYL-C~l{@L?=W1R7%c-4E^3!n7&s7ejRag07l z|1_HHa91bp0_SW=*zGNwR6J8tl-HTAS?y>k!StOcRFLUT1dD0KOHTR|n8qYebfT}~ zT$YH7;O2%kJpQ}zyp?6tOumaQovkzY9Zk3vtfls(OEK(5WY)f_vdOzS*F>YOW>-Fs z(4mRzX$((Xy1{c}&ToX7wkt3!9H?DnBJqP_26GmStRh3?4ZO(wAGlAc*6rEcQ!duMA z1qpU!OtSaNd+JT9P(hMEn`gY@Rp8m}&spq-RaU;Xsn%B8?Q;ZGB9Q`-G6li#Vhh=t8|%BB2(k2*i> zFr7s2r}_E^AN2q)?2=FTKF4#t~Xb3{*M zy^4x9k=OI>g#WfN)@?20N$IVAvZ1%eMGDvcl7IERbT7R5!|aWY=ZmJmddiJ|9qRj) zqn>^KyeOtJ@|bY6-RJvn-c-FG!GeT7zkp@|Blbi8)-hx&6~t@l8P*in`Fw^;e_CooU^S3nIf6rHzFi5pFHh67_@*l z4pq*jb@Ju)E+)H1j6T&xsFXJD(EvTh07VKZ?E`7%InWW5a`J!Xd7bJn(E(5EDb4X+~{`ix4Wm z+`M^1A+xfD0JcGBce6zfqnWft7 zbvf2pK1W)kH_0C&-lXNIA6>W(DMzjwWs*#L@_ZFCevpflZ^yW}NIvJi((q#9+hQho zo0-!{CBx(SGIqqX_jC3y%0A|4Y7Nt#HTi>E_gKJeL~_uM{^$am=tTdCRvT^)=OyLg zRhzZBUw9ARfe2l4Uv)?sb5JV!EH+Sjtf{EoX9nJ$rpj<-H*Znr=FS&I3v;9D5|jr4 z5?W-Y$tb1rOtSpC{tJ60Nkn9TEdaqQaIvpJMRCpWi#h;7)MLqnJF0+IpOIqH^It2HW zta?d{c~0)FsaL)F>AJ5f)z>iiG)>NsJ9N->U}k12zbkK!bB=CUf78+Nr=P}*Ln3ES ztmA{N{MkF{E}yRmy{g!ZfYAF&5w-DLiyAmClyjEZx6F1MoyDt-X~J$t{S6vO0_4mR z;yBMhCtqz3qvG;Cy!2jbKWye4CP?}9_|dhLOKVaKs|%hXF!wfZrXEC~tg5FVpFLG9Cv3 zU?s5JyQCGS+ga11!Zuf%PVT~+ftSlt1o64|D*85EbFT=gZQrj5o_{QkL!S)iPps-8 zgv@?H#V5sRpLZ;bPxp+2MZ%7`o9j%i1v%aqJjW8^K@l%5 zthOttmM+Y1{W1Ce!54))xH?s@0*$>e@~2YF=;~~3>5SrL!f^Z5sP7?VijH0G07cDW zx(2gG2Pbnwg?%q4!Rg0u&-lq0Bjx?B&tBu)$9G*C2>iLXiEs$4Yl#IbMLfd{Y_9+b z#FCzdUq6uji`tj<X-7kD#6A)2SG=VUY|!iklE!$3k`A+ZsdSDsyJUm*2t0)mX_@dA_vq(Nrl?fYa!X zI$PwWumsV$6J*toK1KCO8vIGpcEw(02jba2wn zK)+c_Ckz$y0~otlRDgd#61m=7!CteD*2C~G<tD`s!RZ4@mLLzHZ|Ch&B>vF(*H;RR@4cKtcu$QwON92T>N`(&3Sf(IZXRV$ml zC*@&_!B>oE-)4@yrP)J|ql1M`7a~|pZafyODJ{7qDROUGg9ms=_A)}ie*h|kcgAw- zTQJqt(qYLTcP=ehT)$~2rmKEMv~o^mwmNrac>Uw7bYSpWzl^zA%hZ{2QNyY)xRP_- zHo@B`RDOJtcH42zp@Lo#l5_dgGdRcn?F(l+6*O^>V5gFGEq(!Fl>oVTE1c2in%TW%J)NN$9k3YC$371pYX98^_9+zQz+>9Ue^#V3mN#pLg+~LH~opX7_7iLNh%~8y}2+b z{kgIt>T^Yfdz>cE{KwyZ#_WoHD&Uy=+3yH2Ard0L-vG29`7Lrfaf%)Ggm`ur!aO#z zOkl45%snV~_KxA&TuzFC^+TC~6YgEl5jQM>@VN%b#@_0N39p8nZ`~K@$~`!+IWQ75 zZ)Cn}9+PlqOjc6ULU?;Cl;AL@L1Gu5i?8=FDagQ9;$JnenrygwHP?ZVU);YT>EyPZ zvNI-Z6JD3amko1y7_OHY+l04@*z{!ogycJFu-(n6Q50XYkiAV;FxFqNMZKgRy-QivkAP&z2*Ex?#8{i?n zQ;+TVhSVnw_#K43QHTt`m)LF!qk%6$z=M5U7W?z_?!hhLVL6@R9-=v#H~8bRet4Xw zJqGcf;FxJ)R&8Pjc9=op&woq`%Of3)BoYN7`h^1zjY~QBa@Bce;$dDz(A2M0Q+P?= z5c+Y83o}!(9r9AWn8%J<@Nppa*RRG+#@OWG{lNx7eKSngi)f>!;=sef4P9FBjL0Xm zr9AhdpH(eI9dM}mPkRE{fKgbZS;6qAw&{;Bc-%Eg72G|@fFKY>FlxkSV4f>Bz5fP8}d+Va9q z1NNr){Vyz6UijoXq+|tq?{%4s<5}VUu_N?8B{Wv}*w>Cn-sNiyMBycvz^=!juaR8i zvisJPpmy5Qg5TVJOvI14p{q+b@nQg|FvW=%vK7PTc?%>VIy~%zHIyLcW!Ff#nZ2$o z^rRzLg`g7jiDkeYWMhAIhdx?;%*%R1+f7Iw-<;Nn?YQTVEV00~p(^#Gp*K@Wr^MsO z_Sw0wn^MWg{aYYKHXD{hQL}V?wo)DiV6CLc*h+A;{nqgEHWMEysl$o#lI1(b@lq< zizd`^!kLN0H58mF`1MM&+`xV}tNk-iv+3{oJRM5s5HE#cL$xk=G_KZBs=gy_`P`Ph zQTRhqr4&_%CFzhbayHiJUXbeKqkAFof_qyI^U1WW%<-X=QQuq<(XS6L>m{XD^Cc!b zz>P-*gV(+iWk;8vOTQ^C+{=e6r-e|~Gz#Wc9G0~eEJjk#@@IkwM)Aw08_gzp3x+5G ztBo%OVRvzkwJGvnw;t^iGjVxdM%RCS%<~4`h7uuoJQ++nQ+$v)7@BArT0YT+(addb_??ZmohWn)(pFGd&w(p z)6+x)ehb+VfQGe?@YjrYKo+U#5A3>q88CMI!CwndjUS!dpLKnls&sQNmijOd&wfs` zY75*pj!&|q9~|dD8C+mLpj5!wCj5L#tZd#I+L@+P!H?nVt}>{28C!dQBEm4)((F^2 z%7I_^bDi!i$v~ZLrz>-%<~k)0I|!l)4f5y-FeKzW_%|6krxD?NSYv-k!KmL$!ob+d zrewvYWdWD-d-+PJ%EggkLM!=?nOwa#hhXs=y zkq+{gqbyDG-uUO`u`DBmD1*pC=?Kgt3*8A{HD_m+jHydz+FHFG<6Rn}UNo^^yjf+& z<%rKg^{NiDX#53>wO-OOY<^CwaI;uW->sF`c|KNkZA&s$7}L3?2iaMQYQ|kUhF=dn z)HneU=|6;h|K09m;QjbD51eK9jC8|oB=dp838ijCkS}A+|$GW5%7H45JpMiOLrC;mP{#tnkUZK8Ht;yTY;oGj6%=HUg24;r&dX?H(5Ng zEvI+?)24J2zAMzPiQTjdcbmUeW8o1XxsaoFHLKn!yjPQ|#$k6~w z7m>t`f3Rm^HOtwH&oo7`Gx2Pd$*(Ux-_}Iwz1&5kp@P2Bz>2K~81uC>yp2X-Z^^0~ ze9dV1ArSIwm`DVM@J!wzRmsytFj%dg}=ZHdb%Y zmCPUJ8jqc}wMCvb@^n;vG0<7jel~d;U+7?$C7+l!-hs9s9eYp)s{)9xeog4gTtB*0 zKX@i$Gu(-5wYmJ&vi^p){77tR7o+@IR)qCK z?FF127t3(@Z7qc$R0P?-CN!IecbJ~2DJw{*t@2WMBbPpJ{lPKl2SEd(1~E@qJGb`f zOPR6bY$T5rkG|SiE?zGq_JMX+Jy=6zpuI?|r`I1QZySH}g0`9m@?n~1+ zd#;OvG$W4No3aF#BucEi9TPf!Vb_g3dXz0T{0Mw56i=*&VXv(sB^6b!&1F}2DKtOM zjQF}|?MsOz2m$MB`euIyIW-izC4+O$>URrZm4?IKbmk7M)xf4d!X+CG?Xfl0qX+dw zJ!C!KL%cS&!vH59SZySqHKzKtBB5n#M7=L(cVq?yZDPsy8K(=NTkJ``YRL3-SW=H2|arTLvL?^Om>u4n4{RUc7-PXUjz-C(i@?T(KRh4& zk#YS`R(|T)jX8D|`UsYOtR6Pv5G-syVXg6e3G|Z!-iNI*0AuYmwi`uKbeM$+9qe~{ z9*rYB(e<)@KAm*cpCcG)i*=Nrugcb<8FSUD+*4h9mq8l4%&)_X|YGsFi2G0qDz{^t`mo{(tM zmhuZ_EiU{(Lqy+M5%iO2symBV8Y&}vv?zW3yz$UyCq4<1a~_yY7WWF4ZdItms(v(w zH6}QK@@;JTGe`SLlFH~HC}c>_u_ZYDE`I@0qMOoTPO3c}ef%4F`tj61-lMf#viJ#I7K+wyW+3rD`0`qJG17yR65RjP!j6ay)>HOMV;EuB2vAA+DgbDQAT}XTyZ3qox zdEx1!|9Kr&e;^RwxXIO2_PxlhMNyF1R|-Hr`mplJet^f$fG-m<7~opoX)||=mREP{ zE?~Uxr|pNtiQgQkmYG$&AUk4c>~zxd)VK*etJ}&L$p(82VeubAvh?4^)zl1)JlbCO z@4OOeW;15w{!~L=R{qY^-KMVnf^;k}1mF5=c=0jov3SvO8Ug;JLu+cf05CV=3M-2nSzYV44$?-P1A0FE$I^S?@5hbJ<{2J&_;j zAFAdb>w5)nkcMZt`KtR){}b0$WmmS;Ym6z3%11K-BZcW+vL2XXp^z2t}%n&j7Gr-9FKHua42B$CM{@gtR)p)?eG{J?moJ zWWIx4*Px%A$P=<}eFC9z)~HzouaUcq8B5UKA^4{yU$DJbajxRqsYj7%X!;sNeKNbO zwnKf-inmX3t3*S~lI~4tApA^?$xws=rKoNZl9 z2o8)_H*L|#f$=S&2U*yW_1qM$m6wqpvpo~7=XA zkU`4%3XsHe!3T!UEHY}LpS!!2q}EXEz*EOrD{7b5`FYh6JP_+mt5T@!Pp{%%y67(s z7>OC_3AVp%>i=QxJ%gHT!*x+?Ac!JLuPP{25a}(k(Z$evQ4lE+5a|#S1pz@I0wPj_ z(rctkml_Z-^w3M_J)wjENxt)bYi6Il);?>`?DKE`V3;8!le~G}=eh5z-4}t+27IOb zxm(OE^L;GqM(h1Pa;8}%XRMETRzNbzh@7;*;54Gff_JGo6m!@Yr5Lap!vv{`@Eb5M zV&I^U^yLlu9hv%9^&h7&XHP1X1V8tX3YK40;a84d6z{36L?2=&1xbA5q*LjM&Okhx zrT0p*>TCT+6CI?^rc2Vmt$g;J{E|3B7h20~#jc2qEXm#j{eI4p>&|oES(x}`u_k{>qx1_7 zTf^m)(!_d6aHz_Wz)>f@W6Npgbja~maNWK^fRF6I5X&^)a;-+$$^cgXa{mYGIp>!w6_ z`h0e>#)Vn_x$EKksLHugX+vVDnE~DdSD|K=jku_&wRNCUX`4q11?v8SKqY;KzPXdk z54@*jLQ6!9Ib3e^6>cYydF*RTU5)XY&T%^Yl9lmy<*m34E|qFHd%pMnX*-R3q|qE+ zQ*Va~F0@tDF3obap)oO{-;x2_|M^~WHBnMH_Iqd6WKXEb$SSKB4Znlv*MO%42>rI> zB%3<2=SLp!E9%w8JP*7|H+MAHLxlz*t`#Ezbw!e|)&&ZtTfbcc^JXVF?`j=^|WN0pR=MxMha8n)Mp78+W z1?bLZGKPP$HjYE$Wf0rmq|783y(02~cAm`eJHBXLfR#Y~W|!t}+HxR?vvs|l5sIH3 z8=DT&V#?oR?*cZ*XBU-Vr=kT@ov=eD#FR&M(T@|MBBfxL_%+r|GED)K=i1)EEp!w~ zkYCwdbiw?2=}Er)*lQ76Spa(J)}%riwd>Ld<_IbvipMy$TsK=FGQWMoJ`Ns<5KIa{ zQzX|aPwOmsX{mf-MgAxrp$dme#Z2I%eYG*6+C5m4olr9*)V6}J%cZ=gJYJx38pO@B z`(_S4yzviR6&<(~W`61cYz({yqH5fQ0hJ4|VJln9F6Tsz_>RwivlDK?i@XM(Jv>Ce zYNr0c4?o`*s<#IAn$^&Bnsc=mg8d&l&l$x9Tl;MqeW|34g}#8}HK z@c3#cxQbRBEAwLb;9J`3$?&l!jw7PyB{}$0qR`1@i{n<{fGED z+Rh?nQ`t1e$N78YAENws?8Wt&HMrYoth8=DP8wfbQS+;@KBWf3%$g$n`Q!p$;sLt6 z8IUTra;gOq_B+fFgxC!Z`0W9YT*kW-_Lcn(O_SO^%7z;`s2BDI@IQzO2+$um^Izkr zDYx#2x}0j}tI#K5jcZSfGrtvo_>wd@8s61_ZN zlRb$bD|mrVJ)9hC1t zU=^Un6=YM}e*gVfG(-c2wAxRHI2f36_We%2cDB)wcB`qDnaDed zEpTY_8Av4PY<0D`#t5o89f@}UJeAJ5;I1>f#9t`eO4tYs9XM+jIO|tojotL_` z1nOBxab{J$AUNH@^R|Z1=$FIbsH)!1RE~i5t8nAm^N83W-0zktNGJFbkCNTy_L$yL z>579jKhf?XzDajZXJAK4it9_P;v0}dNRzh>DX9cgCAt0ga6|TM4>%CE7 z@qAzHR&JD8A^&wNowCe&*HY}rZm4}Vz%*es}j3{eVyN`a9e5i>YI;sM`(9$EetlWT5L_B(!vDM33z`4f!h2apftQfiSt3 zSbEA2lsz;c41ps3Qltrlb>_@$sO#7L+>uMd9u-2&5yqcg4+ILa6fLs(0`?P)H%*JE ziF7P=9WEP-Ub#1ZB9KjxKmLdA)Ev>u!WB|%K{hV**t|I?&#+q8VRZ0syc=%)0>5Y- z_G6n-NvZt)1_F@vTmv+aNI+~6b$gJapKZTZ|3Ns6y-&m6u|6|KeI(w7ig*O(qMadw zN$&{Lspg-mc=;VhBmWHDxee?xfr14>d+5J&lMS?sk);6^(;IV_cH`b!I8?#1oM ztn;D#AY_i=!y+S4F#8vi{9WUtWIXJQhFd^;E8tG02DwYy414-yJeuB4nBBO}_i5_; z_KuQ#vPmGXOWXgiqT;_6AOAOox|)3Td%MBuW!=uJC-;|?RnziYI-R)6$zvL$JK;RV zlUi`l`{^63U!;vZDitLt_7dD+-$}&e-q|X1kNmMQ603CRypG#?L6DN3SS0xnRwF1? z*4?EYMS`3Tm-+-RYCCLW>`Qqu=1Bgu6aZ z$gq=parbR9%@2VSs(|?4Et@N03-;}&sA&7Ea!vHOC1edaVhcCYA(`ZRFA=u&Uh zjdHf3u2kz$AJ!Dc{*hjY-pGDNtRrz>;gI>UslEhMEneU&Fjs->yQ3Y>m*l#f9^zab zG=fOsXtDIN-NSZq=%W3HSrCs)tne$-X@}3NSy=j}sWv-MoKM`WjzR@;S{WP=0$p_z z>BIgs`{EJ25?@kW5S#Y;)9`HlUBwRRD~eimP2P6kTym%F6MxmDWSZ3#KmoRP09;&H zc5nUpH(m|7uN+nUrw=V)4>;8KuF}g!|E(YOf6|X?3^M2E{J3a*+SAx|z#uO~{)FXC z`QXxYKght5M`2`Y#FtJ}mZH9iZPa)S?b)&qvHlR9d^mp^b9A2tCD?AwAs_(_ zs1=eNs8zy3as&UN`vf0c*nXt_%D6^Bby3}9>~d{%>g?;unZRI(DCF@0x~w!DY9zzv zFp3YZPLBO<17Fdfi;&P)Gs3;&=~K*Mi}c*)+i z@!K}dy~f>1ssbgxyH$VsSpHHPXcAgaRlLX~6W|{_n+6R!j zl%K$pGihyR045@@qvpM!YAhI8&Db(rGVs!Mul%(4AG)VKlqd=iFu~KC$}6b)v2Cv` z;57^ifc4yM|0`I}zKQyYYqg-M!-oZU2X?-nYNl55HjHjL#CWul?p8y_8sl0Xg6AVq z7vY0Nv${>JCj7_qlE=A7L!fbD@-D_HWn4*W2y` z!d{Qwv$MUSJ6ol8eDSpZc$oc7RZ|i27oU_c?G*0AI1Ma0xX*x6*1);OV{r3ahV-N` zX3q0(O0;YzohsIgqJKQNszY6&tbbTZ=GCB6ng$OHTqt^9hBH0=?OyB?gqnPZyK8sN4++Cuy6mxCiIY@7>ViugZtld?t$ zT#Zd&JJXT71dxICO$_cWpa(sRW+`y{i}{WFv2K#2IQTCh^sm0^KSCN#9cdTc3Hh{Z zyOWM4M9ISXskVAoA)pt&`|7p<((5P9_oVOH0Hhk`2;BEzG6V?I^4zKp!7FE0BM90|HL`5hJ2 zb*enB>sRDLkFF0JgoaK?2$VQFJ*SWR@xC=%ncazAIh!rmKxKeVR9$pa8_;TtWo3#o zu=!@u8K#OdMAI?IIYvM7)~ijWQyGjy@W^zs(Xo6P&|>pHF`yTvJICgL+&{>!U3_re z!aAhlgsWvW`~5L4_tuuFKp1;FSzvgZXG78DOL^Ji4lXS9?;%^T5T@^TU;#-996Py7 zGLMjFlnvvfmj^%<pWk|oXC0K3bk02k3mhEl6N={vlbu%W2+4_#aY`XltWx+K57tLFVZ;0y>W z5WQTr^hWEk2HTn4xk|(~qdIlFCDJ$V+Hsgu>9F88)Iq0 zr%Dju{bo2H98JVVHmh)6{KV^Iy%O7!iYp^~npwJkUfsRIa8R;gykk;y2Z@oM+$1@V z0NI|X7{yG%M)O2Snj(+W?A+IlvjNI9!kX6bSYva`D})Dj;=bTyJISvhVvGxL(1{LQ znq4<`TzSjTeIc`jazaI|bXecFo~L{EkPDrGh9vlb zJX5^?@TWWi5`$YN5O`1p+f)E&X9E3_;8xui!F~;wIa-%Jd)1Vo+#CzVpuF}`jU;A| zTmECP_L17(==Ew;DD56$OaIRI1;{l^%_h5$`z|B!+g>J(mk6hpf z+a#^?(EZ@VHHNoA1|}h^F5gDX*N|JMzzwHaJtBFtk^CO7^VQXW;=(@2%|HftP~v$Ta-Dx6>){- z0|mfk7_Vb$j!fSgeq6p~^oZsxLS#RbN5yS-=!zJ#g|(QX?+}!cZB|b?MAO`#o5tO1 z`AtXXMK*s-t#y~VysGs}V5Lc%)k+9oH0JA8k1X8C+p})Ymxc#Q_5hMYeyOFB2LdYaoOf4yyOfPFLp2n2qUI*# z^F3$xril~3GNii*2{jAP(2W&scImw19(P>pg=LyH(awACwoxfUUsfQy05cAV07N`9=oGzt1SqVAK72< z7m}(YKL`1Ba$SR1hT=Q5+7SA($nBxwdm@N@QU8P^dZ>pRqeiD{j?JWJot?3+oYwNJ z@?OcbU^+xIxurgf2X*fXxpKXTQY+79{4!d!YiI?I3TWJjRkBK3NnY4jf7{+!{*BAs z`LjSUQwvL!bHk^lj^F^LO*_|oG7b{GZH}E;aX#~K(~86X>Y^S>ifjBhgZmdZIxj-t z9#WFyBY7jq$;iXo|MfvHze5)tI>h&OgZ7(?w!cwu=&P0fvLE|$#|w4L_kZ) zjYfcw(j4n9*`HK8#~M(fZronJ@etQ5!*N4E(J|LH(K&O|gFA=swdd0y^G32~=c6Y!hv#mGG-<$qgv*bR-08sFZ+oy#>`5z4etY&Tx%TqO z;~LF-F9YBD$DGIqSoBFtR)Maw#ueLD6`T7f2B9FXsq<;fyb|NXjh^#VL45KDX*u;^ zNX@8R#v@tw&Z^BiTgdT-G8#lcM>o#Y-2j1JVwu%7{DPh}RxX6Wn$8@M&{BrwZwf~! z1wi!`2Ea-Z)#!cEw9;N;5(dv5B~ml9 zXDdn3QbX#~0*YzVg)QFur04;nbhtc(-mSu7lgFKu9LzZvx3<&xiT0yL(1gg~1%?=@Mh*O>VCc3Hjxj%H$-P!>S?5G`;2hRP2{#6nm%E)N4qlin#k3y6LX6 z>ElREw8wh3f@7?ZTZ_bfJ>u=g1k~1P{K|L7s9S3HC@o3wO<*Qexg*i~chIZa{HK*x z8&@R@Ojbj|-@7Ri(>-qcFPf4q*7w$493mXPc=`mnX`flmH-ak6S*VnrUNtRUd@ZFq zhKOl=l*$q=<-xb@-fXp4C_+iipJ&Wgc;oJoRmafeKQ_oWnvWJ+YB|+jMptoHYEQOjP)D=6vuEE=jHMsVL)W1S@ zZyu=Onx9M?**sjinaeHlw%1YDm(P-XiMTn>5Y^($@{!YypQ!%HYUYtnv?+JQ4roYo zrj>$u9E~qNdQ7UIerZ%cHKWM?8aVuB#ykE#1Z-d;;G6zyK5Pc!WglZN(0m@q2l6H- zhAg01C###5vtKDcpw5gS+HVPLARf0anR5tTS#Ky!Su-xkiMt;yT4wzCP=a<5NBD|s zL(xg8Jsm)kkWo_UDJ-*ByE@t7DMkpMQ=@Z9?0a*RYr|%d2Gq}#`#*nDF(_W7=6+^# zRyC~DYlMs({CU-|-Pmxe<=TP%d$a7{d%HE^!TYYNBpTMYSQ6<-p}oz3sg z#D@WV88(xfng`;T3-Ih1BldXS=cxTPujecUvSe*wU7u}{cW;@G&QyZ1^?3T@(M;_* z+5ELGLya+Yi$_j$e^os&O(ENh$k-`=&Tn3WCIpEtO5o{3o0;x`$p-DMH$_S_79nr- zw3%RF2XRS#ucE9s|_vn?L~08(r(ozyf{ykq-S(+9C%+B#?oQl?|Ukp zLu(ytsnYs=*=!DjazPs54D|CWYJ`U`F7xs;iWC4jm_1klIJQ}ezz|m*OTYMVv`oqe z+Vgrj;gYg&+@l!tx1SpeyB;3MZy1^?UoWg9rmWaA%Lf~f;nbjXTlViIWIZ#&F6Dz< z(<6*JXz(@h-&DHF&ByKk72`%X|3}s`B=(#oVHp*p=Ji@$;?uzGieVJhL~PXV;Yj&r zTxeCke*XkN7ffwa@2d#IsS?F7veS;W((K#Af~gx3PM@E5GidV1LDyKA$@q;fnT$@a zOx4trFdYDPh%Dz=Y*$gi)Vf@vGe#EV&%nFj7m4Se){L3+7(4DxJ~Kg{Zr*CrK9wt# z-6aHc8-<2LYw9z3vnbjlhiT&_Rpgh@s4GLO;YjL_5cOhQqcSvyEHGMT#jDZynLcw# zQ*9!x?(P_xB2CS7Z)V=$9P>-f9jk`Io`y@aTWNc({q{k#QqdG!k@kkQ?Zx;Xai^-9 z0Y<9kh2iZ(g;Kh~nI5jurul!WqG{DK2#;N)*XHcS%JN~Us9YbQ#BU4GB=j?Q9;L6-$X=qve(zm z;xPV%O1%C~JdaNPbcJI?wB~7E6Ne`kK;bvv9A2poT_}5@A01!lD5Z^Az*rrRslOeY zvaGER^Q!wL6hkNqN~8%K9%*gWEoc(*BNpnDv6=WM=l}c(^6PYl+;Ba$O1;GT%`o?p zhPO5mF{Ma)NSm!1QnSThdME$t>SNz4_uoGb8QitEfd92qA3kh3>pCzg=Y{cP>R^3y z_PHY$8U>y&5KvEpkRdtMjcHD{8p6+6`u9Si->HeTJ1%fJLT1{HDQBNSsXHIGuL*h$ zH4uNnt*$Ox3;1!^jeS{`jy^gTwCkiN`(Js;U9?s{uG8=bc^S9NU4mw@x3?Y-~tHa0|=uB{;6-3QV7fB6$(bQ1fZy+lQF<@s6GizTDga@3;E0-i1J# zp@4S8WN1fDUl;#(hx_hM=}VW~s4gA_<4~3XoRgkh%3j?8n_K5p-g1!WkIMgWiJqGQ zJJ~bZQdGv|S_Eb!LArl>oG)GOTg=wkj+qbIU$=(`2$9;$N2<0<@0WxJr#m9|hvf;L z?JNS;8?y|R)vu0UC-zF9>Y=*&no#-uyDu$;)Wh6g*gX?eGAtA~J-|U8w|5LC>D1{V z1`g42b|T0w0j0)9$%?>n?t{(feRoH|K>ERbMY?aIRq$bScUqVKCC=R&Db~32L|}r# zhlCwMZ6fnG!`2tbRl6U3V$#7GAxp#UBjI%(Ms;L=FXm`c$*U#)EEop$?C?bA^aiaP zPLHFVbCo6Ux1NAXi*-_NK|AhB8uGn(cJWB*2>lVx;^x=PM`Yui%!#kme0=N515jRb z$-qB!9{jRThZDfc&4zI-ZpSwJA2Uq1T(;*9vc5=(Jd^}3+N(+>a!768Re-A

};iuT$EBX2EH4UauIWD}r`5xF5Qz~zoc5bF;RWT?Kd6nu_Fy%tR#XsOOi0J3@VfmD3xzo|Mbq*)Of zT()H#Q@#Qad&UF^4WR}gQ(z!a7Q!Q-Y?jgN^MpBt3m&i{f%k{|KpO;d{vq#y zU?3aoNkp4%aKQ0oq|sC6AlgoI84zsN^288ri>e*lcZ7)gGSL>ratslg+-{S39a?3f}K2(dQY%1Nz;JTo9yJE5@T_Z(_qQ7N;3T=CvQeW+>>&W}Z{W3VV+Sy`$-RqHEHr<)h( z93iPD7q4pJnP;&uw;w;wblSTB?z+s-n#of&>{AmlIW$9eG5zHUDu^6uO9*b4PRZ~4 zSrcf<@(1+6OueQQuP?G3ry8;M`$f&u9ZV@a{ymzV27#CN_?_Gi|e*SoiBz~;_~CIstWV{_td;;Oq{3J zp!OB!9q|Ep2_$nss(Ib8$1UC`%C}>#sNP5RG2^i8N6r*>7EybxUt6UtlwQy1@kO3?ljMGuHTg%=J9i;1}U9X8iqc zwpkS@W9!u4p;3o3#-}2XK$RLLv=^`t-cmdfbQW$WAMU@dPgsBQhvl|cr=w9WN_={u z4}IwBx&&`qLseuZxTd*A-lXboRjYETUO&70susA1H$$b_#>MXL?GG?a!+a1 zVTlz)W|Q5zdMLwGzAw4+wf z7h;y6BPUHknJ4Bgjt8%WvkF?Jx=BrTo+A1wO;_

TxZkmPt>mx`f99y-5#(2z)?J zuQBlQEWtTXTPCe9-Q@d@jyPnwKGj1kHf^p>?5n9u%2We5ZeBlxZoxpo_uHaXLEpG@ zO=S;)7vM<(O*xM$!V{FQdR(4nwHJpyBk%z|@}loTA{)x_R~?JTe8~9t5}f@2vDLG9 zdyFFDC^K2o&B(ou(IrTe#W*o?1cpxPl@NuCuSRcHyuHL+l+hbI`->aj?3V4eI<~Of zYY3cvW4nM{qJ^vlJ3m?TUakvjvVW&KrB?X&Tip{@J8vlQN|%mWL#X?mzZYL5VaFPQ zxlI(dT?~y2=YX_TP^pO&a{m>!MYApvxYE_rrG9ZW_aWe#39>82^G4Rj(t2f+qcCqm zwA_}m6%OK?RDP!OdO8k(WNAZYD5h$4#pGt&F7NY3%-UKr=SiC0= zUM%<1dB~|z-l;1b&~ReklWnk zC{r1?ju^W8EnHy;+1P?37LR2r4KLO@eI>qhIThNK-)x_ael?U=FHi+DDZjS|a`Gsh z%%e?kK=whqvRP>Hq2^n>WFB6Z$$L%Q-93W3bA;O`n@4x9i>2USG_`gc9+o<4)V`E< zcDLMWJ`+WWNPsLVpFc6paInQ~v}_wU-oBNaxjS$2yXcxtNWO(V>Fw_z^H%~ODpH6Q z92JK`+l)LhNvzS=3^LDxk%vUHm9j<>ZgOwyDtn-E`CSYX#C3$D?{!tG1unQtbP5QJ zNFG9YZ8h8U%=aCB#c1caD{l^*MvsLfG8|w}N0Ofs6r)7c0#%&aorhWFO~IdxnIG9i z&f9lLSVIK`H$P8w{hVkouo1qfBJ7~a1U?guDXf<08j) zUu}fY2jfC?WeQ4#e#G7K$-oEKwjw6;PTPiB`G)0c=C|AVDxyy|0g`xI+7Tb@^81&W z1N}oc%0QfEt!lP=Dek?k$Oq6Jd$QSzLbT3Jne>RuV~sJIR}64I!Q-#n*h40ELeT$) zZYhHVXgI%Qp4{lp1q6r6vgfvtfX()}9@lTMVb~$MPjJ$iBu|{%%Er@I6Ey*&#tXmB z=KR;pU;Tw@1O>%FF=x;NEbr%PbSxdKM_x|$zF$EwqI0)k)(dknaQ4KfW2KV5u?j?{ z-V1GvtgV9iBjz0C%3c$9#c5P^LBu}zf+%_rJjFu0*jcZNW`zm;+Rr}DO@3IHxWZ37 zpTSa51FAkg#-kbCGU;(;a!rnqhGF?jW@2}n`ZSfVo`z9Qc&df5@&D!^ClyJf9)qGq z^WOd|0Rm2%|K`WMg4T=p>EGcwIb{~BCZDZyC4q~v8anWz@`Hc7qg2ReL72hQoF8Ra z-Y2en;-P&Qx-&iUhml*Z!1i81wBKg?xoLMh0m2wy^YdmNl6s$jDCh1PqzyZc^PEP` zn^UgaFL-Y86KI=Vv!YS37igD(kUYKK?%$!DYaCorLc*W#cdQPWSHS<)1A&9^n*o}h ztS;s_&cfnn9(UrLxhvn&?S&%i>CQ#3wGXa7^K?2+oxjaA?2h(@I|)wglS~QVt)3ru zPz&lDygIr_l@kNu`d^?DGL>FpFplo{EoNktmkPfO(nG4JJXLlm3jg*VOZOJ4*fx7R z5mUqB&EB+<=Cs0w{HvcZeTMSD*K|XfyNo;xtDO+k;wpAg?E+u(X}RDYhu4vkcEU@j zI_*1uITc+$RAR@nTnR|S2i`4xIx8^va{YzdX<45AiK~bP_Q)J;we9Yss;ZZpad+W* z!Q^d;WDKs|BtwhqS_zrqb{Lom(J3regics{^!Uk%7CjXVEhM=#jPslZ1 z?a`d)Mas&%#v67LwZlSFEO$3kk0oEdFl$a2Qb*dw39udHm7S&~cNpj$~qZYA#U_P~rY;Av?-W3(FKHj7z2Hlj}3Dvheq+dHd{rYzMLg1NTslBdyE6 z63?b82Vsx#J=ezcA}o2%pZ;arwl7?_Ne-ncPl7+*(eRD;e|@_iaZ=W{sWEL+{-rt&%N(=V0>IwbU$of`>5{?Qh*%0dotaS9czt>^u2wPag}SSG&BtR`Y9 zY?o+^rrET?t1|(`tzzy!0H*{mi^F{ux9$=Mi#ykUmo07<`C&BD(BEbuI__^s$*jG+>~c=TXn<;b&gqe&^jgYBCmfC zB6D;t$a9--j;&d&$N7BDx)pdQ3!@{v*1y{ilO>$ub6Y;Csb82WnYG=}`>cYT%2EaMX3sWp`fU{3 z*l)9BO|93Gf)X?f<@zhkFg8~%>k$;Y3^x>Nc6i@BXR%5q#hKxJ8lb`E$iH!qMa|ST zFVd=)=NA<%MKk6sA_TIN%w3KS`3akbePYLS~M%!)mOf3^p}~LT^*40wMtC) zQ$Zwh-+$K58>xZTG;tQ&%LxqVbK-eJD$|`yd2BsYVr}~EShUaLD=4p=@)!VN^oab( zL`i)?-6SN3k^snn~xKXVfg@J;UzB`^4B8fFN*yBXOhKDke64ZS0pw{}GCsu4K2yAR!hFc~1n{{qbRoz| zF0lm#2JRoHAz(3ld9wiQVa&&w9J6WlAexGNQ8`lEEcI+TS&5zNX zTnWX!0+D|mR=G_YAN>orfB7G(j{p2yY@qE(R?;h5M>vMvRMRqQjqb3R=T1~0Uf*iA z9a59Jx3}H#ru`a6AlCsM6BPu!GjE_7xqFw!^9jsJ-kIc`V^z9lHGXe~BO^1srAcH> zeG|zYmme9s+@dkvRqZlt9-Iyghs&lhTHYy@N5+DLEGsZcD9GRve{f{liS+8aeIAX6 zP~D7l<|%PymMJjN;C*l|>)g*`70oDtke1nopi&Ge>srh=s9DA#sVKV1*`Kt74Toryj zU#gqtnzjqhA1X?)SoL4EoJun<-|S^&X0}yRZF*L*y(~ETIbc|;f*iXL+z(XPVJ1WJ zqJ91xm1S$o##8*w*{OTj^T1aFrd=hAbY3cUrCk~xT7PI_c}b7QdC($0^>FPw5GfBc zTs%McWy-3ey8R7yQkvFe3`CAN{y7;nm3HmhX~dqTHX`QJY3Il-g!)qx!fcXr7Wq%t zb@i&T;$=*L38E-oi|^pP&k?%YRmdgB$w~arn}=J_Lub-Hwdy*_pYVa_b>OeDYHL5J z#s0v{vK112i@1~r&(4a@%jG49z7VWDzAOE^^24pn$dMIxQImY#QpH^zJF{I{aQvVK z`}gJleW~=H%O|td_TBT?#TM39XMyDpzxH!6tYwG{xir5ge{{vSHd>qkgLuPkY#+g`CI1Ex&RH%X?!-EnpQ(ray|J&~ynJWRjvnHn9e6?P z7CA6yeJtpS!|W7(du4ltg6YcC=4H2 z3qCo_DI8yo!P-=eF2OuLdy~y_Gi%-<)BHj%2il=Z+s|L@f72p?K*$eR0M!KJqn%fl zDvo0nNwV5~2Q!K$w#PJSi0)K*{i)-Nz(W#Rb{M8P+>(3*AyoU+3pDoqx#a%M2RvJH zo8FUAXuz@3Eb0;8ytfTttO0+Z36jy@n^W-mypSYQ+-UqNx-JUzO>U{#nA3K9bvh)3aD50;D6(Et5 zIjN@MIWptz$eTCM%A0P{kxEco>bk&FjHGe$gVQigTljL>op|9CxN&Bd@eAV8BmI(% z%*bkg>f4^%{E)h~c^SiK(>u+2l)1GR((ey@P80=Jfml2vk#^f4`$e1JUu7Qyy7_=9 zBD-P6or`Qj#mpzsNHpY!7VOQQy(_hs5@!N{{+|H2hx2G3aWcw`Vp4mOvmHG}JMH(E z38+z^Nn_aG&UG>cCmw!(#m=cgPTE=>g6!BY1v<^OgRfaDEb=P8zWZW>b`>YtI^$w+ z*n8dXkR>V^kfkyfhgpQq!+Lo`G@%wNr7#0cqqv(eS$p|^6Im*Y+DnApSF}X_s7Rba zjn%1}+mFb-dgYQ6&biBJG*=puf>^L+>5y^Q=$dKzJqi6tjNGcsCnt#U>W@g>wS3=U z{9e+MdXWmPk8_Rqn)pmaUU!`QI$OF4{1?-0wHs%(0BFx8wA=GmewTTh5v!NRW+9Wp zQ)`Xp=BI|Ve!F{Qy<9t}c~Fp@3n{B%W;|i@+DXOY8_Gv?Bn(R2wZJ*2&i-A|v*!EU z0NLdWN;Hk>8pvmxKSqx)6lOjXSa$P}B%uL-Qs6a(-BVcFZ)jRsx%Pdt17h+3ovG$e zUcD7ICSu^nb7FhPl@bFzyc>{bcvhnkUD z>+matEfoc%BY#u^9}TEhdcnLDo=MrWu#Ice`uNorX42iO70$vc-bDdw1e=r}-9fO|?l zYc?b)$5LDTm;4M&mkeOQQ4113YA>zGJuME^>6th0rYRF`Qa9aSIX`tq-@ut&Q+PVW zM$M28=%^UY%OvgSMXB|aUBUPFh|H#VRoBY;l6Fm;U)6#f;vNFfn2L_P#d6rW-7{6F zwmPE8WX5SESnk@^-Tqdjht|w0eRZSsV#L6%LP{Bzv!F!C?pR$~8nM!iGVPtIjA6eL zmA@e%IacaJRhZT5-OOigzvk75LTuX9G=K1xFDD6Z_23yBozN1Rs5KHJDN4tEoWCO2 zJ5FLlnvq;4t!|n|*tIh}RfVxf&il79mN>htj-r3KN;}!Tk0yjoK%)lWDjLp+<(@k; zC0hOaSDHSqG%*FhE%;gUx7T$@>WifBWY&ebNyLIw?m~zI*Q9E9R85^kiew&*k#o%} ze%j0agZ(uaV=$owGl_}xWuFSkw(W5RSQXc25~S63F#E#DO`E4ps@JK|y)YV+9>Teh zHr_0i+THbMzwk>w4_zhFeiO-}1oG?)%L1_L1gsKO1y~S-)C=U(pfrtr%H`&hpT=q zI==4ck(iG`It~jB&!Sxkl5e!C-^Xflo)i35_9MUyf48FKtte?tB4SL71&!1o1cT$?iz$Zx4>a7Re*pMBx~8_ zb4p%lxZzpzZ95)vSmHzLm5W zw(gZlslRH^=#vmp(78g&64Z)+H{wvI1eime#@p*RCCSOkwG?y0u5_yiw=2CZcFGD< zr4}9}BRlGa4L4M^KN(k^<^6>$+j`L)a~b{`J~~IxY7wMdvd;KdZcDTZ@KdW(=&2xG z0K}|P{*I%JA_Jykg6h$KHipJPdwW2(?h=om)Bpjv7Nr z8O`hu8eC^93J%H-VBm|Am-gZB`fR_r0c?s?55`-+F6D=>Hm%djyn*zOvlyF zcBN`-;M{|rEFQav_YW9!A8LqZozLCW8%j&1v$A^Jlf%G9m$UMPkICf+VA#oJLx{Vw z(K$xjIK&-f4V=B6`fQ|WO>KaVUSIpuQ)A-?DK8#ygRfR&$y#c>zT!1^z6HuqtjTct4-t?PB1m@m=t$;6|4QfaZev-Li7kw{V-GXR67?x;g zUHRj_$$EXlls9lllf{$Yds<_xw4yn5?hNPE(y$T~g`E#SfpOlof~PA0`!@oPv%mbD zJW5D29eiawY}39nCBrRtKcngIboY8drRh{%biG=_}RG*j^e|t{- zkSx^?SBLbvIq(N16yKeyvx^o*tNnKg4(B#eqY#O_=_O|KUDo|qL}Jews>r|FXZE_(Q%)N3UWrHAz2`=-gCm=7HAZbF)F!jF`dqC z%6zd~fiz!Y(_ClqjBdcoYk|pvUUOhc$M2mXk*C)J+$r*euX^iA2_aU-_vVgjNdM6B znHMG-dcdeLGVIsFw0FQRf)T5oc6=dv&yXtVm+C$vdfVc%PEX8x?1WRC_l0As0+fWZ z#rU3|;-+^4S6v6-;~yo?QB7RTH2ZIY4gb!GK`oB>{6hT zjU#erx%M%JAu6vLb#~8WYRU`!n0(VCQ({Co6B?O1+tXg#e}sHtCq7xCGF>cpx9+9w zjKnaE9lr*jzd}vk1I?un?5tmTOB!p#F$DtIC&<)jm{jD{TS{l zm2Vc35cZt*jy{fS$7c=O=;r7{@Ac9J2T`HHy5!>g>HRA?H)wmZ?m~nz%fSXU3eT% ze5?Q-l&d)6!SUWegz}=-_7j%_S+_~qJr;b+I}Z>iOlu4V_U)TA9iIA%nWZBjSZxl2 zYbk72U8nWVPACza1c??Kz3t5D;mf`ti`x{+FiD}cmXe*Vv!FZ-z_0H=?W z!GM4xl4L=cDTxm>PaX_uUUEd;e}?#MMTw%O!})rM&_#53BbX2Fu)*^ID!!;3^$Zv< zfH5sTLbcVK1llBjdT%XV6@$k32b^+;ds%_tdWm+p@J6I1F{It& z*g=({Sz;2V1()+=p4QL&s2^~71O;tywOA^bMDWyy^kz3S7k_74jX*@#aRa zj{2AQA5YW0GC{)A4UeY+>u z%mhy4e4j4B$y zF5p+-2rmjh6{RM)P#xgU&hX9k}+Di93k2bXfSW}Ry~M@f}U zRbhQ_1|L^-CQQqXPV_HeNKzR%qv^sops7#CTc9=oVar%M6O7Om?GnB7j(Pu~l2X<| zb}1blKJJS%n?Ti>QHp9+hxv8Iw^w=A-0RuzIpf{?KhD`> ze_%jJvS7ek_nP;d*Y&#u)7}f859D@cSBGv8iUYF|g56F4Mj?{vKnf8O)sVhuNLfP| zhvG<2w-?+AR&Ax^1;-d(*i1%8fjK2ct09tTrU3OPlN)6`vNhtp_)}^=tBNN>Qgn37rp_ zv;YK>yUkJNYNwg?!JJ0`ThF;tF{Di0zQFke6W*t$__^H(j1%ih=s}}FG#!qqzrMy} zEfZfi{s23w?B72Dq=a$`iD z@HoA+fxlE>n7n6fbCNJFnV9{##O^fChb3iC66&VI&Cy%e)+J+<%A2UWs2aMk0u&!= zzI(B0>goX3rFiy_Xrjnm?Uma}Vx9MJ9P&W;(#pjTBXdu^5IJFH#NA zq5AaiNtT1x&0;*R#HaKj3%f68uE6APPNAJzjEM}PB`}}q=CHGnwS?%Ao)D%+>OIgh zlicLgvNGF=T}Oq@&S8z5i_N6QzM(m2G%_kw1_q3ruUk6@r>2T09E zo9!z9x ztuwWA{wFS8H+RqKV~Lw?daT=>QMYlwe-0PIWo|qrIVABpp!obk577l`Z9cIeFRXQB z1vUxOH*~e!=40dlYA8Ns%|u4QF;UBHb@9SJ$>%U1*uV^ua*R5wwJ@r?J3yRSPqk3T zz`7`Bn@h{wPI8GgY8`9fG%nC$xodBiksF^rU0+gjLS!8J& zt|P}zA8knDO6vCf!5wyH9FbXJQC8xS?7@?mvF3UNN=}{4&i)cSfzsF4K?Fn}%IyRh zyJf#E#-{4}G4ADK<8`P`D&L_XHSdn4N!ktbpgtj#T}v$Pv}KVq*Dy+6fHXAPQDkMH=mzBr)?VpC^2AWT*q$BhXn_`C_?szsyDV1=LT zLX#g^GO1Q5ecg7pTX;ZB_xUzco;p}RaBptAn^5Vo@(hfbzaC>^RzGKct!SOnSUcm|iToAW zvgEQUW!g}Pn}h+Nn)^$oZuh+pj&*$ZPo=5R#11kt+zDfG2#bYW!6IDi%w%AXf=wJ3 z_t_M+hTeoyK0OwTo|g;l%vQ-q2nU}e-w5sxN& z&08H326&(QmOf9h8duICA_#DW!U(X!qpBVs_fz09^F1@EC4&1v&Vno{_Id{o1HHC| z7Dwrb)d&V_MDXRlqfzczlP0npv4g$quKCJ|*|33Q3J}#qGD(pwt_tov1zBvdo{cuF z4>r*GjAN}h;`0W{GrCo)CNV_OKCp|?weDfP2$m&EZvaO00~udv;n{Z?kyt4>v3Dmv z+VAQDYll6U3XbNymZnXJcZ6uen9kvEy^v|(Bl;U~Dg z&0?i{>3Seo1;TB>VnS_k;xQLIjoaUWr9$*<`AIVsjO(e}DE+j{>sL7oxEXwU-N;)82-=Dl3$6j?B+~fI-Wp|J=W$=;uMyKK- z2NVsbg^$3mQgS3UcE}Q6G1Jv=IM>o(J*Xx}#f`1##j{VJGCWk~x?dIR`Di^0JR#pa zSd2_iz8cEYG~Nm+?k++}4K&ugALcYPruz89Q*HnYF`cQ32V)J5agYB}VaHQXz=8)j zb43x}J*kr%EuA_I1H-R}=FD{unv*p%cVau7F`;d!SoAyclUl-ilbaXvw{P9q2&N)+ za9ba_YSGO8LAm^Tr{Bh?8@w+D$nC3J#_LfPX@kJrJ-Gum8si6wrtF<;@4tD_SOunBgNua7AZ(v&Lf_>AJsW@1Zd;;O~PbD%xi zymM;RBP$hE@LD~;rtSS`#@9kjAg$Fjyt*5ZC+gP=k`oV%_<4>TZxJGo-w}hBlsKLJ zuu7M;d})0wEmZk9zr>)#896RCf&7WXXNo^d);>cEIT%%tXX zQB$bl9F$LnxP=09({~7>OxN+CUk5Xk88dCQ-(C1z1h=HrDSY=kXTdeJJDs~YW-Cip zF`%ln1ZDCtaw>ElLpX`1u6y#M!7wqkoFx8fz);1yPX2_!a(;|5``hYP4 zTD%#o+E$bau--oM8yekpMENU?1RKYcskOjutWrvaNFPX_$4+2tB|cjC_`HILd4BX* zYb&dJbk&u=-uQC_qk%Rp=h_5d)sCqsoHyN;_S#AlbxR7@vt*YO8GoCdaxzs%0O{hV zVuycLNQ9Q=l80epSZi9+i*3(9lb64`PQ3ttD=6)rS4PW%vhBgKNBpR1jATk1;~TQyGR~v( zAM*osyP7?jIkJ~!9J&{$Zu&tatK4&lZ;nq~ObIZEjETm9s)Weq_@3|P+Qq&8gZ@Ep zR+Lxih-nZ?k|KnpOx7O50k|ejdL$-H-S5VMh{H>t?qJe&dg$9;o9(#=$e9w;($87K z7+v*M*nJWeygOL8yMjZ}Xn7A%Wn~)mb`^HcaYSc7eLL6QYJxFmo9T*SRizV*r7ERj zS_WMu+i|SNx%N*}{@i8SJX8M=9J=r{1U3EBi~`}oN9kal*q>lvDW7mZeNu8$e20g=ZYM^ue)TvC^#_sXVmZ~ z!dX9VTRrgH%7BZgM{?8piej}=n4O8WRVDp^3C;M5Vo*Svp!TNJp<=uWgDTvX{D=_P zTz^L<>C~X_QIey}ccc?hY%vCWlUP6Jr?uWNZsWFJiEsBjJYz-QNc}dX@>RA}s*MQx z+Ckr{=TR9LgsgyDghUR%xGeK_77!Jk0<}JkGbJ2c<7cI{TpX^KJ-__;Y%K|S7NK}$ z9Mq*l%`i>w)Z4RB~k*v7Uh&ox$Pp6%1G_+j$M% zs0iKEZIgoyaEi7fNPJD%eZwP35B7ChZdV^i1 zhrZ3snPF-!P$!4G&-DHCgD0Clke(9Wml7gUHz8p$`?!}U+K`{{efuB9upQ_?oW_tw z&00P$?{NM7uhD`L=Ko4tZ*Gj#C+548@zA0wVuR0hh_q6#hMa*VjA;l$t5(ydvHc=9 zdm~5&rSLPfQGH}KJB2RPwVj2Yt~&Wk@=s{g*Cs?29x*`dIC!|TOWQ}9Ti8~cwSmKP z3h4=5rw#Dc&^dVU(q=IwA?*C${GHD}67{-q4ZkC1uAf#VWEKhN_F*^dML=^KdjT6{ z=!dU4$I7=(!OZ72K8?T_WvxVduD_zzm#?G%c(n2@sC-^O+@^nSzA>8ryuS;5jeX0RpPQEn$1!&C}q=XWd7Bo#di!z5?v-3#8#iWKM@qQnve7iW*;(YL83wF6T3 zsq;E)($-%pxA6isqnYt|>5S9RC7VsO;kUl2*`x1wO*MTc%`GFJ5N_W|bTAN365kNM z%s8G=#rI+HdWrrts?ggfU6Pa*@ucq4O7`dD0{J&KC#XT?O?EVRQb6;7dpqxKcke^h zykA3Q<@qjTl-v+Qfg!7ZGe-MQIy{KULh*34@U_zJcrCd_lkYDT@&)XPp*Uq7`}P-1 zNVjynuH5;^+_F-@-B+8Swmqk!z2RmMcHnrhWhA8=U+rxCZmD$-aH{RcX8}?GANlZg z;(jn7`vJ$w;-$J}2FG+_!zO&pZT7dtOYRPpDO&n7WC`kc&h9Ycq^|f6H$Wckv^o|e ziv)^~zkH}Vt!!FENBy?mIBR)-KpOpW)-&pYz}U{K9Izoj9a4v#jk6tptozJf@ndw$ zT1*wRy?bkPk9q1rhzk67sy*C8DTgENVg>-Jgq6}@(ymRfW_M#+9ikEc^K}5}e_9uJ z-@OoS79UJ*;|JH;f15ROoC^zUs0f_A{g-NTmM>?Xb6)-HLa4`F>FkRtjiLK&I$meS z{)L3EXMVl4P>;87e3FD>zP7o@1{y@a_gBC6y|$1~y6!<+N2Xq*vtwdGVson8H>a=l z^3uQml@+sO3uerVh@Jm}Tlym1fSZ~9`43KMN-^2!L5mHHF;bC@y+~kp_jZd_B3UfA z&od;6cB+*Tb@nVHKKpsY91ikz0k5-=02HB>?VLo9?kN|ChW#71H$r;{`gB(;_q8XD zPdVYvAAG-=`Tfo@GevYNNr_Ss9}naab6uG45LVT_Xg^gxKDy?0Y66_}b-QmViOZ%U zqR4Ele!O;N{_ZnaM-O@{HLU`gfqc)lgMTZTNMO?(eNOhFw6$|#vu{$WZN@^M*aZ}| zt?k?k>Rx^Q@baSiC3bXEWRKDF$@$3Pa^W?7!Dx5@SPSeR`d*$h6R+F-dv^28t!Kf` z*gtj7>~oI3YVf5TTC$LT=45DaB(B?z$`dA3 z6*rl{nX>adU;lSb5R+3u5Mv*BI;^u97@{gBFifi`-0wy;nX>z_FL%fsS@9ETQPmt{ zf2ndUKiLa=ntVh&r-XLYT0Na!31#w%1~`H90D+SJYEJ;`dZr8dj*pLc?iypIn8ok% zwcUXXgXGxC_?%-MN-j>3mp#=aO^c~AprDeHnG1@iU9rAEatKvTTZZ%r;WX`0NudRn zt8N@+Z)&IZB%ke@IRv5=%;bAuVq0d-y+`X!%71XXuM-pI?N6Jqy+KTP?UBM7f?)J=`Lwt=t}9{lekn^@%s@0m z+#V#a^;w2rLZ@t=J*}y{qj~oXNZpN4R0af;BRqme^7p|AtaUp`s7yKRd@NS7Y1{f5 z0bab!p>4gt=Y9jo8;Ogea+KqykG#7pwCQ#gh@cF62%jq|Pu@zt@Zg8|)Q)`EHUr}MZjX&!WF()lht@4z zn#4@rp1J$?dh`23HufyEV@;po0-M2V#aD|QKmOT^==ISe+*EpUzqTgb-1!gx zhp;A#nJuGMT@o+Rq)+~R8hYrP$Wh<5>Rzt~zCW*~0@(Gk)C-$MrjKiF}qRn=pYX7D4JfXM^z=&rt= zCU%>?KR&nx2NRa85*Q;w3=xun2-AI~BhjU_-H}@`cEfk7@Ys&5(Dj9CndqI-GnoV) z)JxXik>?YVQ^X4dl^5X6cG2oa>zU~l)TRr(Sequc?i$tLh$yY{^oVa9?2(9=~AFkq#G1 z$oY*9;J9gPRjbYtR4^HS2-eyuhxuIAxzI@QHdN8(r`GEG#vDx z_Mth;TNv9GGDu-5ut>Qx+-+GsAma6A1zyBL3jvY=%V>Q)Pub?x&#O#Mb-Ac9Dy zn7|DFl*)_!j|Xc^RDoIbF@)$xat!nsAl%7e56*pIv7Oo&zfFC9qQ;rm@tnK~6jrhB zWN=`Tx`crKqs4vYx6hV2&Yy`A}$OCzQE~oB;3{}Wj=sM?07FS9HZ8FE9bJxXTYU*|NBW^sQ^WgiR zl(sx4;o8|;=k2J=VuN6Fa z|C~kG!^HvVJW&iXoq>7KG92P*x^aF1^6-2ZT-#Sgk|T~O3^}uIXf?iSsDDqcMtUpV z^_NN`X_3t#u>h?9$jt?m+Vj1k+S2Z|zzITJlMD^7@@qVh0Tn^FzX!^8B~&+*9J9bc zWlJk8yGID{KG=ZlM(AwSA}P!hyMNRZuqN~#O*b?S?r*i;Kzqj$EFE`7Np{YN+j(Ky z6KnA()2p>YUxa)7Q28OOM8py;4zesdU5S2q-kp-XYG#FIIfuGoO%^MThmGsAqk>-W@ovy@rTi!U zv7$N0imW81Yf@Ry@+;f?m5@t6vzU9O#>kq>^bbZ!=8vq|QfDm%`egYowi$Cc%&0|D zUb_Y#Z9(|9a_W!63Y>oTvL~xl1x4l2+8nY^%wM2<2cn^uH|^4fp{}d$0O9fwOMxE9 zCza`2AN{53Co$TwD2OB!)a^yxe|b(Y4Dl4m&`Fkwt)0qX+q6yT++T4eFBo7-Ew|c1 zKz8F~yd1b@_j73SQ_m-dHh-zMD~(|iRzxKPd%*K?v#KsjHSbDr-q{p;-1G52yWPKv zg{oOGE32 zWsT8&?mtsS$;%a@%MTNet)9zn7+YQj2f;ckAw3XAKha17N`rPH(s#5ig+yTVqCkso ztXU!rowfy2ZkL?zmXdOcPbJDQpXY*da4BmrETv(vV`Hw{76I9UsfV?duXE&4m5&{ZH<_fVF*5jh{n zY!zwLK+on*+fe9(;DA#B$b|$vJt{KP2#Cct9ljF%!WL=*yxa(&P@9W~+XwE3D%+$S zxYQ!j$)w*9Rro9duhYQxV$EvDYm{vZ z<(^trn*)-2jW_?{H@#?~wN=i0a6eT8GRfwQw4!8?VL^W1=AF~@2gIAB@)HyIyJH>a zTm9Qak6o@l?D(b*KtWllOwfCDm~gPOly(~n`dzP1xV=8@Jh+Ar$4rTo4E9@*UL(co z_QPtjC9Hu??^QaiX`A!Ii$m+2blJB>QIS zq-1Bj{!$rnzj}Kpb!f_dO+aXO+N{sbfQgsQTT5Y(X(xb1WHn>=;5U*@!A)UA< zuxCjh(ZFVL-z3dlfg2I-mzpu_yq3%z+W6BD*phoq#Hc08^Y1)@AKmO+&F**}ON{Q7 zpHF`f_3GwTXUO(<#x#vJ2R(d%}UiSz9QbVu%i z&$Yq3e)i?fq6c!=WhSLN8_Ym^{tVceIyr-D;ozGl@4Z-5?D3OJlP$*{_^OKfSBa4{SCePBlH6UP4QUL*(*A|L88_mDiU*m&2 zyP&M*(;-(6ZjCc#mbwfS@Ugva?xXbsHnT`QEbF%Opk0Fy&#KKA1mpKgcjpW>VV&jK zgZcJIzWyw=vgOn)=F@lMCXJ-bzQ)h3v1Xt5wV%!jTv>HUz(PFk7L>n%`l#z-pQ|BQ zt0iN?E_~`UqUEXT6MR!PaW2W}(wqI|L_J_ucaQUkvy9zbHD6;a!um6chh)UxP-U6K z-N%1>?$N-vAFrLr1=MnOzYJ;{9VRRN`x-y6yDOPTsiJ&J<1e;pdiPT0PT~wy-6Tt9 zSxkL!hFiEzwpaaSJw4m` z@d)4T6M6pS(y`cl?U_sfmjhqCyrTca9VkNLgkL&V-WKJ_o*WKr>4U$5YTcRPe6-Ji z+)*mczcZKkbFP7p0EsjHBUKS|Ik_O2VZNIT{YiFPv6A`0$<{jMSN5me7t18BEm`q~ z_K5G7w@X^DXmm5EbClK!ntiW5{%7B0pfEhhf?bfI9QDg&T@>d`vc=}qZbY$|6^xT* zTsC%sgB$dwSI-YX{qS0&3RW%c!F)9%tFs$$Oh;`8S@NWJYSIli(w7d{me6bflo6o^QDJ`>?%Vv zBlZ*>vFV?KVVx}C4G^y3O5DD}f-I9{6RkE!vBD-Ff1m}Hhep49g9!Yf-3c`CiyfA-XZKeZqJwL!GnQ!k*Wc^DOL)20=!FL+*|o`W6jF z{Lvq#F(-qP1GA#TOCG&Jg^jP8=5S#PM`iv=IhhQ-Q5=k0Dj&*2)WS+%him{R#7Boy7u>gIKNFx^iMtd1kdr- zz=rzLUnK`O>a*rb0CUENK&{Rimzys-obU8#QJN>WT;I&_ulx4}9sbkbJZhi_o$mHm=i@_ zsZj9%`ci|Be`~I*0R|LyU~hq~WVm|tMIyAYIdSW0xZ(!qJdnL2^?t?C0X`o2?F;jR zIpJUf` zowt83przsY#CW@~@IcE+%bQgRKV&+0dxmJ{aAp$2?Tl0<_vN`0p?*)f(>R^CxEn|I z3B5*sgSF6xZ_bxhU4WkG?L6Sl0@ABzysyjE{!I7otcs!s>&LnMp7mO8V&*rC9C7Ig z7Us$ee3&#r2B(@GH;LufCUlDRjvEb^;7q@r!8f>QJu+IFadQ#mvSlY_u?3Cv#>R9W zYq0kt);ixD41?38zDBo3{#sVfX>_Faqgt~Qhs5O=4)-ywpj4KXPi}!lFI5C@G6cA2R>vvK+Ex4Wz8VYf4YzhhJZF{af^4%T} zJ#K)bR!{Fr8m2X9hXhHEycw7CrY({ChNV8h|L=DVT>BNW9H%Urj13f zv0`pew848fUd(Np1G3Y$1RIAyw68_~{3>hK{!-mr2$LIU(>Mg1V)MzKuS?;%v84v) zl8Tr8(RHEj@o_~7-JCg!3+Ew`1jEjU)9B>f-?cHR(Y)WBPT~QH$A6K**EvoHVpg7} z!$-XYNkWU~inbM&SU_~q;AC$#efLuA3cfr`{bhZ_X})Qg=o4$+7d7+0H(@%=OnJos zS2(p~d3xC*>U9#+s*o5>d!2(VmmiJV%3i0GMfV-7NT&9KXK~4+cbVL+3YmWgUAwGN zxbsPA!nb+XeYn_%HpBlfRkGnjTmWSjX-RRRbeBgGJ>@yq%bq{FY_fiSkM?=`6HT)? z%?iB)MY}JW0K^XRUyY zpj&RS4u8mDJoj1hr_RMXgTS_YTmo~bD$2Qf)#7m&^M+i$b2%>gDx~%j}pi@8!S+;eCCS@$^ zsjCS3N9Q}c8v(_IJgp7Jm=L;GnOu-ecezy)xy7#u(RGD@=#94<;rZ=YYQ@KVpv>~L zVzB0Q)uGf_s3qY-_R0<*!T+Z_1ZZKd)$&(Lj;3om&0H$G76#EwSpxCZ?!pon$K!am zN8DYv#4Mf0M3Z(h)#>C$m#pq&Er0%l{9KMqNPn|JI4q9|`NL-f5+9hoQM-Z3k*c}u zk)Cemt^NY^{IGOsNr|UU8Os>$Y%QwtO}iS^^mIq5bM*FR^g9%uCPBB*=epHMVUh_{ z&C}Bdy=5Nk-*G$1E!o%O2MYitwiI3}o#f0?d|{tIJEiEz7ltVsI}#dU)3b;XimF(D zaXWCfgyU?|Fegw@x&b+IW{@~h|I0#HcJ%qG{HKJ1a~eda%F!r|q_i?uTpg6A>$IEV z!ia@H0GHe8Qcld7tB*75CvlB#k*m@?kgg6Pz1Huua7)`-MTO-om9DcSh%-9bbd+Uq z;MR@P0gzz*}H01;-{-GPc2;fv9Kvb3_!V#>dj-j&TP*Ezn(Dqka5Wx-CHWV4SC=%yrM2 z;I6aey?Jdf$YN^qY5$*-+o$QB(L>*+Cd-sJ&pltOMNONTnd$t)eTmf#J_QF3sFeUH zv1$irA*znR8Gwx9xfG|O^SFfD|A32BuAHe2{MZQuUb`a-QH>i$GiO*p+d=yNF3m3K zc31yWY2RY|xRTtdhczw;Jr)wFP`5(+hW@2ey=|cQA1memKdu;9QK{{g7RaCIuby|^ z`Ac;s20a-%|0nD(6@MGi4(Jv^C<@l-MUU=|Q+`%v%6pN&REM_cy)^O-+H<`SJnDS8 zqd|HNM(-WEp5LL@y=^5asjqf)C9>3XS6`Yu12J3#4cRl zd-a#JYsr#lDhMpL1>F zCmK6*Y2v(Hyadfvc*Zq z_h1WEpQuwz=NA8La|t$K4gSnWK>F}?AE4K_ICK@F#H>-YJ5&4PYiM%2V}Y}1Ccn=5 zPg*GexqDk>ag=-?e9MNwTVUY}(A^%s#>mDmdESK!)dIFRPv>+kUh5SgxUROL%c)(0 z44U+fEA_C0)J|8i7ks+{`rJ>3Zi*2RZkoOBb?O_p*PKD=zJ_W3Nv2jqm->H?T>U)9 zX!OeS$r)>WyW-COX1L`CLXUh^#6>3zoPXtO3YH2<+3V-vxHBa4^H!v_Yl=k6#QDChe0dRxzJL#X#0A3>hJn3k*ud#`4c8Vh1if+ zB$4TvhWGv}VDqymn+2{Uuv*uIPDX=WA~AC@XwDe0%-~&j zZ~5ri7Q9t&S!jp&0Xidh{%#9quxfWUXeAseUIbxrb!LB-x;dN_7_d9bFwY38FbVmw zRWH$G@iu;P+!=9Iv`#d|hK?;Z+Y>r|&I&l#((@bJF-y85IW1-=!MG!PicMSM2z&$x zixh2tK#ZTa_{O@R6&LoMo74I5%w#V3Wu(q{#UaV+TWTru)$!=XP+t0m$a1^*P9u}M z^ZA9oQ>^7qT~84hR4BSoC-zm7t&eeL-Si)+v(5_+vhLlazVD%rZ6|9LzPaa{8T-C| zZS!$@xm2qxOS^R`g)Wd~%gnr}gObm;JG1(Jt!>2rDPO__Ag_eqY$PfWYV>|Tm~}Nx z--!YTi^G(fjhCiczh7MY6dMb4PiEG!jy;TwSm_N6wL8BNiV#ZOP zmA7~G?pYR1N38pyro}*FhBRrgTPSDCc!`+x&!^h@a&Y?-+Ke^#htHBio5(KTlS6jT zuY<3dTq{*}yC(ST2u8bdX-p>BnK60)-I&-Y5NeHpxIGu;)zY~A4oBI0P5{w8*t(S? z?05;?0Uw4lczlqbj$rD|%2q~u%DqH17PlY-k31(#_-eoHBpwjS(4tTwlK1?`at=oP zY#t-<(4qDnKZ~tCu2EExZhs~x;+(7I&5(3hh3d_tfT|QjI4|@hp%Wm}fR-#uDqTZm z@=*c4>zb9U)2~z2lr$YKof~0t=uPK4*EDVHgdK_2b1eUA;EM#4vdnZyHN9sm$!!T6 za-Z^;`8i|s|Y9hhxQX>8EBEq!-5BSMY;9a+}JnLIXxz8%(xQL zHK6w)PjEp6E?}}b+P#IPWPgA4(Tni~DZ}!T=*t=D!2@e?LGD zKnyPY2EYL&U=0Y8zdai8xSX^b+y!F*0L2S(fSmfrz~#cG(5eTKd!dVw_!#V<0MidV zo(oL!Z{vvt35S;arK*AZ9sQ}02YIFbJ~nl#JfkcI9_PFB|8%~PyLA!5m>TElxfwgi0AkW zZBHmRBY8yKnFXaX9qmGs-UnrYWAZ9WP%6Pt6&3BUVXq^kCEhduf2h!$C&*YAlop8# z=x+-mWB*7BiB>sH5pbvPF2d`^IbsRYs~|;e(H~s}ueJLggB>y*i{C&DGs_-b3OP4a zLFqxcb9Fy=yzlwc{iRAW*`)2W@*rLP!OUynng(vR3_*{y^WzVdh4Axvg>ziBtnV4! zmzt3xWz4$t}n`@@pg>yZ7gj2-(rG7zVlm2oHb@xTViPh1AA5B1v-oXC<^r{KD?-`()@MDa8V?lkbt;-D$SSruhKR4} zWODqt5rJp`RPj&!O;=BgyOnyG$yTjEY?T}uW|h{DqUKnYc}bxuTcsbtHrpbLh(qvIJr%TMpE{rOqY^lCMr z{?`YQ{J3Djw?I=}#F50O+MFp%Ql#gzCN4MIeN)LfiUExL>ezPmaQ7P)>&+>)5Kji( zO`)#Atpl`)q9wbBF{Ms1X9-t~IVy2y<54Tvz*?nJipS5;VEoU~q4A{S9 zg_fK`Uk4+(D#js|kzqj}6S(=cMDID}l+!9;a^pz+x3WsZ(LgJEIcE?zr=u8X$#n^I ztE4Z{6n;C(t|xS@g9xNhb?XvefE}Iu8b8*dB0O$7+_P^jVNC7bN~Ogk1gN7)7fXcofrd_2y{=!?6^ew+c>WqfOd)|fC-}J}7aHtte z4;vNo;vM(;!Z4o_2^232lz8PKC=`jUZ*gendKoWgiV_5K7UPk>=sD-vG?yZ7o35yY zQx`M+z7itk*RktV1$I_Mq99r3mK9n)9S zfah1IBs9a!gMH8as)4Jvvoc7t&FqtKty)U{-e<=KDNi}3r1-(kmgp9bkVczN>orm@ zeuwXOn5Tl%BLu%llpK|%4&Q$1d=pb?YO*$plgY1)BosqP?C-me(XV|sy}c3KiIC#v zl#@TTE$Ip5s_=#VOXxLpPv#!3{*3KPvracx;g&medMtWzk2 z#0zbADbp+-qTc~Z%FE*o2dCJ5c*je)q7&-|P7Dw3V-<}+!LEtA7H?v&=xu#0 z<^+V5SH41n%;lK!lf;cuBIpt)ZdhB3@G5{0#Z4#oh zI;GR`txO_xq$%i!B5TtU7FoSjm}RkH`-cx{LoS6H)-uW$xLsv!?yH?qtRG@uO~xKo za+^+EoPV_9Tg($5QD5iwLi?7Z7e>=HKn{1V?b$9o!OUjj27n$L*cjk%tcWRA!j6R-#@zF;zzn$eFK`Z!8b!eC0|{TZdKEE8FGhZS7ex zN1;a=M3P(hc2AHNj4|O>ua0Mry&Atw^a>s}7o0oj|bG%)PwL)P9e#PNR*C6m+n~=p)uO9ir^EU1VPWjm^_LqW+D^TSKWc3zLrW;PInDu z1mCY=PYYT_XM`#cQ%cR;BK61Djr7iI>5f5HhzaThL-_OIsuzEF+1>#txOCAX)vg(*(Sc2fBUD|lioRyu@fiHHD-}ftNg}_7SJtN zR{Z$7%9rbmT&?PzoYEHIaSbx5y8S-q$UkTc<`0~hT}^JcS@KXe;}Yb4&mF@hsrdy2 zS?q9DN&n!JVr6hI*%&T`Kbp^k-8RAa=iPb&*gw37*sh5u?gBcD(c^te>Mr>80*2WL zPc&mwZ?X$0e9=v@Z()C%otc)`3mx(K9&A)Gu%Cxro9e zV7a^gzxt3&Ab6QY#0Rhw;zMdS3x2Y6c3b9g)596NcVcm4VmtZV#TDLD(zmwL5@#^o zQoTJW7uB200m^R}v|%bFF#x}NE{8R*sBil!O1@9ua1xM~_TY*cgFIJ+>{j=Mu_C<^ z{yJTFc;BauLMeY3j3f-qHbvp==cC6{nBo}Lg+6N@OF0>8x2&3A9z<_~vEmusnLPmg z`}4Ry*!4P!o!dp#JbFtJlr zM0O>nfua=EVTwRoiyw#kUhqcqG_wQp{BYqPvM3(;zWfeb;PHo1nlGucR7Q47uwZBD z!Y?tq!!$2KY0B?WR#W?fan3q>W9=JP(q48O7&_IaRSX^nnkrj7I6wA?lhD1kVE?g9 z#x}4R^McD#g353u`)G7J5TReyGMw)V{b{)Ipb2s#RGS2fnV(ntQ~$?0a9|rz=sVHX z5|WXuE?OMjEBNxns1n$UaE=#E*Uj3bVNI;1Yolt&R5=wv8}H9W)S{*PTjSF!(JE** zOI-=){mhPvAl)n_U0v}3&k6qK#NS9IanI@WsflPtiF=M%?4|(Uk-NMy-rV>YWa|Z8nbOgxsAK!uv;sm(e0v6HQLan3Kf;# zEVd@TOqt2BU0wF7z#H2xY zyN}%8WHs~e-Yu{CEMW9?88DGW^gK;b6>x=rHl2;q)A&nuG?mht34~ZUE?^kdiM>mv zqOR_@hV3tEXoV7FJXM413Nej$r3gMTu}$_(hpbY5RmdA<^+O3=H5IFK=FOo&FAnw2 zrX2MBIsO4IU21T5vRMw3)C}Tks3cnI>Hv2hp5=>&}YqO3P76!J%6kz2XYDdbI)6FUtA4M&Bfpln2|4!NEx*aCQIqf03PM z+{e0O`M*M`VWld~3b>~#j2W~-tawA1t`xSN1^|VLROVv2Ptnirhwfhvq6l?^?H4{w z3FK=ok+$+1(s?8-B(h2u_lI)Kk6NBKhwhdSMaj)7Zz=)dq;|AJg9%`o563J?S-RV2 z+?Y@n!tQ};ZM<~CFcs&MP9TGJp^Z|8#EB@Iu0&EwK(R2PuA+uSDyJe>zrh@IA**f# zLq*B6n*MX^AO}U0ylYAdB-CaM2j9e*&~Y%~atWchkFcHbeq1`CK<4vRdt+zXxgUod zKGvdyfaSK0sCK1o?GWG4&%3NwEgOb7$A6Ha3+y0N;I#cmotk586z+I&S5)y=8GQUa2}yi6l9~ z2hG>Z>}7g%>9r-#(mqzeiXM%ovu>nCkg*!arF#sTfYrz}^rnG9Oh?|DgX!SQn3pq6c%bPP`QA(W#3(HRC0mxw zLXd9w`Xh>dCyoxVSM4Co>ndu~MC-vB(%$0CC8Gd>a}1A+cs+G=H!qcsElP$RZ9W^QCQsWb&ihL&0P9`f&F*4`0mrPeM*%&1|^CzSga8X^T|6 z!w-n%eW-Ax{+w}wB8lh@qdj|>%;YJcXI7YNOg8-r9$dGIgW*i!mmRq{E{Yb%z4PCo z-EVAmdj;OnxWhUgS^ib-cjv{SRi@RYpuocEATjb-_3sAqfLh9G9(G(besVk7YozHe z%moBzwyI$0bal3@wjp>YB8!I*HPoWm(-lNV6ZhiTXq%0#<@Nljxiic2;PZ@eKIkAF zi>6oKM)B0`f)vc&NPD92HK*$gly8V>+0o*V;mxp};?N3i+ zEfFC-{Y&9|{4WJ51inOiM8GrH4U9?{0~j6}3j2M#P(0aqUw3zjt3N%5wci7V`z@k) zf~LV!fR?NV;I20ao^l$h9&AZAA7pqiEYQ33b%nX*%azq-4r5h)BL2sjOZUNcgN0Cf z_Q&;<_8vC(dlKH&g^ZUyBb$);3*!=H>6>pb=v%P`aS)I5gYGps5H6}Ts$F_r%o4$K z`jh0)#st7*$bx2x^P88+){X3#6Xe>P_=2N9@?=)j$G+c*Hb#bA1$8qg4u(;mBBkqf z-qhxlEFSd9imo7>maTN-r|n*gl~I0T|6NkJZSjSw--Fiq&)|3d2x7>x1^x7FUd>qX zQi{N0*89F@-{t`?{m%tFr))#}t;-6CI>9LQg5(&(*x6aJS;rWpE%eO0Qv(m62pr6w ztk}l#=Ndk_{HQhX08$)dL-vv^HCv z%O19_iVpWI|MjcpN03Vhu?f&d&5$*4Z)g{Gy|HTlTG=CS>DFJ00Hg_V)owpUqr${f zJpWhW=GiZ+hfd=z>D~WnEQr**B3tuJ#Oi`}p8V682GrGLw@xzd;a7Vs%wJRn$k5z= za{5);dMnVl%j%|tW@=RF{ZOAHAQ-p^g+8eIXg$VVnXq$GI>6(S=5B6tRE#TYeBiYc zUHWY-UomgrxOMhzA69jBhV&<(++On35qPOKja%b|+h-ZSw_w;@+jK5>UB&-kj=qpH z{zbe^*sdP-?hIY%UQ?-_VaK9_yv{v>tbk`Xc`4AWE~5NFJIRb0EPCk=?*Ze!hQac6 z^=)r|2&BjGeo~UXe`b&+p7*09So-;d@DVA!{q471@W-VF$``;@g#~F3-!wkAllwE- z&$K^y**GlcBqP%Q^n?5;o9$)S^FDFI-JIbJlDFz;0F1;ay~J3E`f)YEV^A*38Zm+9 z0Zvf_i881V+2Ud!b<1*N*uO?~BzX|uM_Hn}swH;gJ7q=`VgykY&wAuDznirTlY!cXvB{_nILft*D`sAcmt;KXZuol2mi=6%|qqDtQ_4iww=$R1!5<$DkcbeJ%&9 zFYix>EDpx*urZFf2~NFQ7D0iuo!e0;c?CbudE5FMS(SIxSr-B^R}ZcY;;N2w1S^92 z=;xme4dL|y!^GvPi@lFR9v8iMa@U7r90_W5EmRyIckw;Cvch4Uq2dARQkgkE$t_|! zjofAJ2xgE7gl;ssN|q~NTj$GH=fgQZmTVLji;0V2av;0}mbwY~a_I=~W2252Cg8aK zpeQ=haBcWX9Ax(%XaZ$I95fnzdT^|z^pKJ$WNrhPw}gM1=00mztph77g2>I&^hx2E z6l6Qro|m4fA*=;lJ|7bFXt|Mb>u~899kSDgEr6FQ`+4x!hB2SOeq-I zSLGQz`OAsS%bFI?Ti(z5537Tcq!Ekq#%oj&U>8IPX{^!GFJ z8^BZM+y;XAlfk7WG_dzD%&%{Rc27SVMb&u4Yw2MgBU3;%ZA-eW8>52mS-~%&jaEGn z$j6R6Dq-hm)%^pSYj>~s0YXCE9hz{4C^koCq8|7wKcxpAmFGv;0MUy5fI^Z+mD ziYqR-1zxdfif+oEM8Zh{@E-^<#VYv}Bh-&0pa!ejnmXI)f+4IB;^`4_k|T}?oGvJo z?IXoDzNNFgWBE+ij#*(8DJ$CUZ&gVLRv@)4W|(-1+mTWsoeb zcz+A)SeBeyYI`#j|Ex9s%U7J){xwf{1N2MyeCXcFC}mWueFu`cmfuJp4Xqzz_Nzdn z#qtu+$G$`H|Jw|a%%EvPUE_XA4QUI>C#q`1`K&89J-zviM!ov{1^zPa0jz4?}U98>5g{3|5R|iByD^~DC{gH)kmh;9eUKHoHcb}$cB?t-j=Y{FK%s`t; z(MHP5Zt-dD)CXk^2X7_(Gxp$nu&UeG6$@;Y6inlbZPzJK0;b6Ll>M4@c`Gm4%RtQ5 zb-}M)lWz2NFS`ns#rsHp{EZ(&V%;G^BTk39LB+q|8@Hq*w}#IHDoA-f(F+fN!TwZj zuFj~l7qIFB{t$PPM6Ci&VxR^MmDlIm8r4>|F4@%%0D zTU;bfT$~$vKWs#6sfoViU7$QHZwfW!ahEHLY7*m!b0%bu1&PXg^uHf9E0LxgcitWZ zWMaqRk%Bf@&+NES`N%_mb6?30+X@eji@;+r!`|-0-!<{9OYy9~-l8}n4Zp_z4C#{O z1f)8~!8jd;Fj(c4&(ksWx)A$zml`dN9uX$Hod@s_tuug5;u^#5v-3NULxMKOl;M`6 z>%){C<;DUh+N5O4s($#lb18*#ZLu0Wv9GL>bG8UbyVoZVfc8TE;ivy#Nh|8_4)I2M z6KcP>31(HRCOza4D7^MSovQ)N)?XkI>^9MASsAO&JdoJZkv_Rj5`R769*6bhvx=KM z8jR%P3+rgQweQ2O`AA~hEbkv0wQ5aoLyAkMpnh?_N z{=B6)rT@vvCVR$Iy}?A&{qD?dkc8@4WM1%P-(ksCQA6E2_kvw3LzS}lHPuP|w&#rM z+K9ofLA-LW)qE%0#bg(Y{7TAZg)?u;<qhFQTib!S<+^aPfTsiu@_Qru z43jxIQyizt<67-Q%K&roC}0(2;Jz81U*z>?Dr>|260|Gjn-zUiWih%pQ0G>&a(_c@ zP4pXIhKv1H&Z17TB6Q4B5^sm5M=WV(Nd&xv>U=YH7LTQomal5k7-}HalsG9e$4)3H zIr|GHJKFMaqF0O+xsol%O`Usx@Z1u8@O^cDlxO00i%P??v4PJUuVRZw)t!NJYf^Ri z2PM-=zst_oYMZ_&f-A=alATZWU%cO7=nKP~VFZ^D461o*!=3CxvR_yvhoCKF&=5c< zasqJfyb+Nlk$wHL(!CsE#OLSlfWjxP^tCppkf~@@I#w}3a8OjJ%n%_KU^=0gMFipZ z&RaT!#T?&N@mPOf_gkHxYit0N2oO5>z1YeVORYY!XtC-6=Z_beU>iE{>k%^xoL0Ta zOrd*HkNA1fw__cZ3%a1~MKGHahyiWXnUfgyM2= zYdi`LTWb1zNDNNZ!|lXKX81KUdJg}ksN3S(|IqlDze8~Ex9Tik>ltX(90n}!(^8yv zb5B-M*P1VbOph4u1j&`+`*`(6xa2HU*~6{sq%lM17v^IQZw)5(-TWO9l%Mz)UT~hs%eB& zDoL&tEq{I2zZyb?=fYGQn)+Fr=oJN?7hna%%erDk zdi*c5W#WYw0F$xtdfBT`Qc^Qe{ksGx@f`}^gm@VcjZqcinbD7XLW3{ zc)Y-+mnVkf-%YfPw`gJ)=OsWh!^sPvh(m`H=gaMJ-xflbaVQsDQ{+#K>vNSJlUS7i z3?-g_Q4$4rjV;RBje4b9v#ejC`IiENlE;O?_v*O|FOv3y^i;4W(k$GkMn_vu>W~93 zRj8AMQjuY&B}Hd@!OTlKbdF@vAvf=Sy@B~xqbM8EL04I-SY?H9$y1;ea^))U{?ph3 zU7tSb0MYHPkIReqVNCT__q>P4fM5qY5Aj|{Lcc?VJDJE2D$JkUviYhrR}%hVV|Fb1 zhAPU%xLl>enO|WrymPh3atAY5N?I2C_O_V1EbT_1p7B;P=?*jb`eSRng?qg&2J{Y6!mBVwMEy(Ex=Gtu}6 zT|G^5ow+K*N$(6(!t?N0PzR^EXYK^ zTh=_s7vBTwSP1G9NgCgwB{g@gfBY*oYv%Wv4o#%Z1gH@6T z(w)M9b5lpK$Gh4L8yhFJst7n)UiBqLQSK(Sh=Ukhlr@BWu^F}^Afb~bKz z$C6sDEl#+!A4hvS46Oc4i#$8}pgrrDV1A9ed!3hpK6^CB`WBO2OMW-+&tfYoV&r^V zN*ZRTM_~7R_UrwMuV#2~Pr$P+N06;x{>*w68KMJ8CjKJe~)lmUacr z>B{=AF-2cE8C3)ND@W(`5=&5KE|0qgpJ|tl5DMz*<&00ysT*waw3g%&9T~GKt!h9n z0f>ODv}G+*-kOl+8bv#?=@FfqYNZ{aa+31&`+KmKs;K8b%`R)@zO>m?_wu8Uqe^6$ z@3ej`%}l%cqtR|Bm>>SySrD#yJ2Edc&-TQR>0mKOV8Bm0FGm-uGm^2Npqmh>HFGMj za^EL!P@!#GMeLE2fyI0xciPjMf>wO_A1e{ocRk?cpwj&KnV~x@t9TsWU>BfZ32Cs7;%U3 z)2y~#ZP5GhCd|*{V)(Q%Asx5BGr9nnXgVr)WXayN$?KSJsBxR$D+x$A!>sOig5l8n z7e7h%QsqlDm5CAe=VrCWWwF8c$M7QC`R1m>$kU)nB@g4Tp9xzyf)@J&vNu96z172DeaXQDK$ zSYHRJ;rb_%1D)%%#_k3>e_xRc>DV$1ThX#MqpszaSFzI8=r$p-|Em2<0dJybXc3Mk z^WXsfQnpq1KO8>ht1u=0uc*hHnTL8>a^hyqBgKj$qp!&u)mH0Ph7O;r4c&kE%Wx$g z2&H=w6qK$vt$&OBOA*%}Y_Tw_?k<3QH~W1B?)jVRSA#&KX$52|+b24PULewvWq&M6T@f;+qfoAAI#B871gLy%iOdUu!#J;Z(7kAND!W*- z#&GgKR;zH{GA-6^^Hr-WpY$%#KAm=scxX3cewfm@k4_ZBK3!o$!kF>&VQ{3XsP0g| z{ef*)OVXa~=U61UEl-dC``JwSlhsdf zX?`n@2F}BK*t(%ZEK+{n_4&Yc`NNcE3$1tjhhDKCE~dX*3VB|I9B-Q+wEQ6noN2sn ztIfWk|6tDf{nXfDTcavc2Nak$@jEo9Ms_7wcC`I0cXnQSG;%G8$%0LeJ7qL5*X%XWfr{bSK_e!11evW0iDWFU1sn~Mh!#Rk;mS}#Nbrnc=SNGT{6fx}`)ZbAZ<8OFc z`_Au7pJ|mvn(OEKbScjmn@+7i*D*s$ajrbw{Mvic^uXMv|C?(x zlv8I@Z?gk@C)V`G3Udow4e#Ej31V<8x3Dnx7w!1mLG=Lpn^R03l}d8NQ|jW!7vc|I zs?_tSx7;P?%@q=p+pFdT>JL$NVmD6=-WMD(rkW={%!reJ>1JzuGt1WknEb`?C;$7b z=ih`+0TuP$9FlZtoc?+}S5Qo+%;uSK-|;bX^Zp&Pc@l5wWau-alMyisF}ON z1x?-qW?x50sB2;Gs6!Vh#-141Uc{KyD(;#03355mV7fiZVn$rt_4$S~gFZUOny;w) zG6n4O5z0BaW>jD7vuTWimW7V-Yt_BU(vD}017;B@l7&;b3U`%GTKZJ?Q3>oEx~@8I z8_Ap?&ByrR^b^Vy?M$~|TNf=ZAz1yGb=Dlsv&_$Z-Q#lRYh`|wt$jb6soj6NUB`B@ z2bHk1@he9!o4iW~8WR(KLc(^FqCzTg@3lpo4!3B~Wmrt3>bA*P9;<>*c`Ig3L)Y(x zc=z43JrMst5Cx|?iMWs&D1IejB3*Fnt3OAY4QC-}_bCrt&UcwNvULkDr%)~{Ouc!_ zN}V-+jRw*==g0#VUbqry+*+h{yS2_w{b7L*)y%1HTlTr}z%V3jQfS45taMFqz-c?^ zU8*L0Ep?^KGmi8#qZxriT5Hpc{doKB?aXZ44j90l0?R3yC^Y}PsyfE%Rhs`t)m{!K zujt^Xj4M`mVD^CBlU12z-g1nha%|6IqsPcNweO~-tr`ruYRjX%XnmryEf_dMc;!jJ zw~ud)=*o$Ps<@9-YO6k}jKX-PaZ8M#t zi0;iV8{pd?^&j(;^lgn9EUXL0?SsqnKB#`Gzj8T2smQ+odS)@}K>~agj%1tiFz6Rx z?~jINy{{;^zLiTI?tbjd@fXsnD_?Xr@OikU>B~dB6h;wXS5~iERFat0ea}ao#g%o> zS!ux<3zC}CmRYKwUqXcU_cvEY__-{k;VoF4pd(HX^kP;Lp44HBije+$<3a6T50G=U zH0=3qAA0;6P?0y z%Z)(NsEORFx+IJzZi8x;`)tgSW1|1WAfL=}#3*5WU3yl(PJ#W*=uBbIj3H9%Jhm@| zy?UPk#P2;hzpPzTWrO%8C5nwRSg$(#C|__y#aeK`A*FBkn?T&r;LqZ8ps!;WE8{BG zj=bnV@b*00!dm4xJD#l=g9AnDI2O|2IkxRQep^@;Tb)^X*Q5N^%GQg;L&|tr45N!Y zZ)5cF#!|}EEax+J2ses*QqK)&H)m9it^WSDcX0&iU^xN|{EQ-xF7{L9`Tanqhfa&@ z3=#o%wmXzdP={^`15c2MD?v{uM#zt&>6Kd}crReA4xbAYhj%B5IQJzL{{ z`jqDkBhxTN;B7_`A3wY-#U)mS9adi9<|bd}-)g!-dNxeH>*(m8y~T9$wM+c_%q_)V zO%Et$pcXT+*B3CFxb3B?a7893exF}kw@u5^z76hSG52#{y-dC{IDXiE50wZ77+i{rmr+Fd|xOE<$yRMHrfL|d-zN|`hIJRK=TLk zeI#;Ukk_K@x%^wTnZN=TiLoDROJ%i&KJZ#nQy1C80W~o=T}Qt5XJIf3<~UwYB}N3B ze@&KZV;)_%8Js;IUOBl8cOuPQWWwHAfuMbCJ4sN1AvZy5x^PtHRWrGdlf@tWj$A-a zbqKkL=84SWr1asnZ@S9j(f|AM{Qvq4pbP#|JfKwiOY!?l6FJ)S;sD6V@BXFe5r(q- zrI;}W1XeI;B0FxMta0@VAiG5ayI?_|uL5z`v%eJIEJ>n&DXLNAbd)pVCN4#9hGcuu z^p|2~gZvoqpwz&F$%#3T;J~ome;Hf6s(2l8k8uP*?n3gnZaeJQ0bHzC|6vgPAN$~c zElFaCKuv?jnUD}>Q6JVfLgGTW0zK`Di~FEglkP2z`W%=Y9n!6)1!mG?ohd)9+S;(5 z@p?U#0&lfefJvXD`2D5*+^?)M1#<-5uE+I;EYvATqfJy_P)f2nj|<%wTurH}0nXvv zpvb!OO7_)1$9H}J6f3~Y;-A>uWF!UaPwFdoD13f>RHmTN#ZE`BeH)^nzartC19(LGCy1#^bv?cfjTB2R5* z;k;*1!>xd%>{_lE9|#fa&g!ujz%WsN^6wypucJmVP%eV-sPW{SMn?neq|+wJ04ODP6>}8{#Vn z=>&1>dhSxRYh{}-Oz@VOpT>~jAD3LL(Cz1v6%wb%fVxZ^+D^V2LaG}rFVmV?`|MhD z@n}E?{3Sqj0C9;t4+82ki)JKCSEC8RTC4DHGr7YD*;x_Hr_!Wrm@k-3-d$(h7pNGC zc}!p_S}H3~80#`1GgH$;=0|iHukFNDh>4Yz0Yw;BC^z7jhJ8K3 zt-Cfq-|-+0+c*y9i#}rM0@Uo97ShT8R1y7gLr#~B&&`Z%YZIHoRmYh(W1-oYNhk~6 z7Ts**$i^xcV!6kDIrEB)+rXAYJX~BsyHy1}Ca7Ff^|`gmQ7gm={?a&tJOnE{5_VP0 z%2K*zX{zaQVs$b9+!DFCf2WheqRee}(}E}2!)d|=;INU3AQR~_{+!>O2fm@MLj7mv zEH;bqUazX)8Vg9sw-(qKtxmN|rjN=Y|{StF#-3KCF z?7knII|kcty33}T>2=Cn!E(?Cz>c?^_c@%{qWBwHRnl%09E5D@_eBm74wttr=wanq z{v%aypax)53~ue$FmI}l$gFgqChXb{e@k(_vm@>H{lZy^H{vSnl!|M$7RDX7ou#%t zc$Qd7tLdN2K| zQF0hXe&hu_F<0cRXPE~0^GW-AMG0bAWq@g`Gx$tpe!h=kh7{~<`zY(nh6kuJtW6H^ zN4n!c5PVf5oV>3d+N?zMP~c4MH!uT?2o4nOu}UFHI#E zNR6k_flsGhqnw`ZQXOOH`87tC--Cn8u&r2~59CB8tAz-*o8+~~Sf11lZ4a_Le^Nq8X z#F(g{nm>e+_*S#ePp>ZY1-z~IQ^yxxJwD*v6XSC$usM* zQUz!J4v{TWpU(-B6)|k2KK-?6iroCE*CDCIIHJ}v;<`DJro%Kh3R34*QI}l#HL#%l z9j1glYh?$UPH5LNEi4@LT2rGs=~}CgtdHnS(&8GI@lsX;)`9p>=peeq*Y#e@3cSiy zwD#jdOX!!h3w2ip7t==t#n0Aivql;nN5JkVx^!8vn4?VsNX(TNl=IpO zd)~4KTi()^C56F9Dp$eEE0y7AQjw?KVE28R-?M}WKvtj*D8b}dVb@!EbNT?JM;WXo z)`%l)_(xU_ARk$^|78sDziLCA0CZr}kaH-+it>U_8#W1EROM&Bcl1Vnc%;$W9lPAh zO}2ah*x!NA#z5HZmIeD=G4J&idFVIK->Zs|ybmK!v1In;R!Z=uo(EaUxg7nUXI8KsGLV^$TDawk(oD}8vWs)4A7-3 zu!_p6)FMs=6W3R^9vK%@$Ee3Xlb67jbl&q!=+Y9%7C{S}Bz2Iy!Jn97SQe|EZF{pN zR4I@`2HZ6#w)8QeQH# zbD`5_Uf$85I43V#&~}#M5s*oJih!7If#%J&hSP%Q1$D^%dH{7BrtQ4`+pcV}qtO!Azufd5bl1l942LW&nh9h-w3*4PSxL%=n5Jk0n zy6~6cbh*&u&qWX5KxzPMg%ahf&eHWqFMzv^H#}g)HD-tS5iEcD(T7gF1bUco@=Xgh zS^&YgWmY=6Q)Y7tH1Su!j^aC17fmFtri1;$GtjIshex+&QCzQ@`Fro0`<-ddc z3bybw1CTGsGWtu=^k1Xi>AvWy???J{%zcc8GOWH-WEmF$1LyJRfcEnK*LkSq;iZE> z3+hkPVXG18-;quQTC!9)NB3jdO4v3~pTisCdmuLY27f8OT4vXKkRy1h4)O=T94k`+ z_bGvH{&4#tEYY|!%-dK3UKU2W!~N$otYEzQ$zKXRU<8)O5IEf6mA$_dx<%dtL5Y7U zmWq~b7Gqw6*H{YxGzw1|Y#GgptIUu5=@{^pWhLtMb+W-lu^g(t#1Ui*Cq8ojG^pm| zetrNv3W{LjqpA>B6S2-B{!3&3K3qXS41R5(&w;UK=wf*7~7>2h3pS+tXF z(4K>0=V0cYC~v`T2LI|{Sb)5qX-W1#ng56Hv5NbsWy^~NGj))od)~E1`eI8_oCO3vD)Ans{82jotEwxL7OBnL?bxE>(tdPn0nI=>YVY z(iLtfv%G@ne&FK|JGhNn%7q8rKl^7aq2`P*uBr?5(RDED)*7zPrji5M_llCZ}09C zADnz#9tpY^xWsCFlJe!CIXX}v*yC96%y85=Zf$KcOqK4j;2Z)*qTECL<2Z44d7=_m z*va8o`gF6oq~2UYpC9JE&e)Petf*J7IW^&+95c3}>zQpS6Q1?>>ezQ`8u*&i{5GC?Vjp=`=>9=luJR>c={mLojY?Ck|v`=ohT4*GHNEjpT z&C@6{S_LP)w3rc2z zH@=BH&=NlpgB5gRH~2To5?MME_xeSA5|F4aY_Kb@MY*Vvr8IS-o9~x5P(A*P>T23& z1CV|(n$1k^-nh~s%1KO~fWlnZhCkGm&*N2oiH{;gnf!ccv_$fU;7*kIsZ)dchVxZA zr!|o#vETcNxq`szAA#l%WH~W6w@~AbdAim2{zV{q(O*_aNKm&=@D*!Lz z>*#*ZMH8TSFy}8S{_#+i4L&N+%7_D=i%x=B6_Eyi>N9(PzH2Dx9m+R9YxUC#X#Ori z#^|i(2sOa~luZ}Qg4l?HnZzJkbsHyOT{|8p18I5ZcX&%ZH<>yI2Wb6Um1&oYwXQi? zvRfBSGlHahTk{Egp0HU|GEzS!D;_KbIUQ@SJv`U38r=i4I{b>G?cdJNuE+PNumr^VL9vRAk}) zCH)h>Ti>Ii*!qu=t83K^L3b(@tv{xnPb3m@3qTLl_ETDK3WX+SmC@eXQnEZ0FBu+{2ETAF1?VAL^|G_=i%m7yR+HquBQ8$tr_cS{EA7>4qw5q`uhl zfqu;7GFPb1XV-n9Ik^s_n5e518Cjz^ly=P+6QTRHnI9|nD4GovvRo0P|8@@^?bCfW zHa(H#-5cD?WwXA909T*wy?Fo^|HFVfZrC9mrN0%hB$bp~v$9aX03hSwd?j|!GEs{p8>=O&) zlg{^G>W(DG@Q{j!ewl`6gE0 zW?SFnc`46ylYedOIEG{X#%zvo*MlE#1+z%BX5dSYR9^eJxt%Tq82(wjbopGVadjoO zqf&4$MC|yqW4F!I%ZP5IsZa3)m1ACdE2+%yiPKv?tvT&=EgWWvbH8QVmOR+!S#WAX z>ybu%JRfqBqO%)@XX+U2WOEtx$$1n%w>AB=cq>oQ{0EgMVxSQk{LJn4{<~!s>sZ7@ z1NQ<$dlbVL({d+f{gd@&f#;)6)_Z$?D;h<-bz`9 zHjF-ix2r(oEjqD698=R>WHTiw?lNwE*$SLyxSE@6meKfJMZe7ptLYTD{`oJ(Tht{a zDnSbFK;&>^?Ls>5Ptq)Alr#5dVmsPwyj={Np1;Jw+R$T$M&Krvo^t84_L6Nid|}zu znN%~>`NR4E@!a6({JbpH#Cc%yD^$oay6-4B8;k~Xe~VZm#WHN0!=nCD*tp+x_%dfyVbt75!;su^#q!MPOF6xOWBA}e|F zX`l67RUD`G)O{a*;>1qCmo`VvHa(Gh&w!d7x0MO8uGthEyGv{OrPx!P{()|#G6~jE zFTB+GhkcNC2KEy*eLrFE4oHM>zuN1i-Tj;=qtWK*#+0V&R>AH$wuArto_D8nxz4QMSH{C(w;y*J_tS0c^ob%=xMB-^wJ}%)x&2{s zkp1RCi<)FQ7GxIYxWlPZo~9-5gCQx8O?2 zsB0b2=oZIkBpTFRd8K*#169C)c+QvG=lJe;75^F(3!?!X`(P1PtZqzT zdZM&hqfzI+DZ@i~u5$zhz=p_EyaoG1C-1-H#W5#eaMD4vWcbkc`C#N=+ zd!1#G_O0+Qb9ad~OAg*JdPl#2%1luTRcd?pI<82CZd3y>P2H#Zf#_cSSj{H~ozN~O z7M$IJ{d{v-(S(QoM|USI$5kn+fZtp8y*Hy%;{e%xh#)+PC9vX>cc!wiv+Az&rAv-? z*ke?dM6m3&ZGdOf_ShK#l~Zv(&JJ}t>w0 z;9amefS6kSRHh)OT@#ZWuV`bMVBVZ{DeNUC*^D^$co-w>|Sz0R(49 z$_ZL!!KrfK8^n+uBhA&_L!O1(r2D^jg|Zx_HHG}V;+^}0RPmqWqVn9u-R8f&J7OG| zCB2zh5vVKO@CSYI>xk0mI(!hCx6AngZQs;hWCDOC((H$fIhUJ4Wtri^&@mK`G)pT> zIM*A-RUG8tT=!CDs6TV*A9JWr%_54~icX!$B-?OHeHka&z~*!JG(iNZcV}TG9pO`h zAwFNUjQOcmqd4qw|0^u`p~vYZ%P%=y_mvG#4ZJD5ON2GYl8%z}(bYW|&79dAtr-g2 zgGk?FMWb9kq;Wu*`*^zY@4mpM?!ps%acMU@Uzym~9#vC>PC{Qa{ZiH#RZ{URxTEIR z?ma-CtsOtuY7C{sn7kO3jOh}lA3tyWiEsiikGF|Sni2^vaiNzF`fC8{&B^NcYUR%u zPSQ<_M=aF%PyAtczdtZ)$UsM6;4XtsoX{mbBT;tR^AZ`<&p$Q`%TB-jECMq!Zi^H> zI=^7(caH!uo6e{q-?OF`*qt|hfk?xl!ml^Gd6JoRvw{~ieM)%A)Ylopo9x}EVeL>l z_3YS|f#tr^_?P7h^&e!tcG%s5m4nvvw~|fU=4{6fwC8u(aN+{^$F<(em0`I>7UpM^ zt+1+r23$yc+!ojEA4zK1^*Oar-96yh)HshK0MOb``w(OE(cN8n4;znPR?$=$qH9mr z$NX4NP~C<)NwMRHj2^d(gdEc$<~?Y-`+Ic?@C|ki;IN_~W>=XKvyK!Or|(bR`avz6 z+hC4O#3z)^WTw%)k^1X&gergD9{0~?*5Q8K9+wfVcvQy+5ipxJX(Cv=@W-sWu2XPcWQ)xX#vO7_Uh?XeXTw#aa>rGtdE?b{)As#2 zlI(#`$0$DBmjrVsN(Y4iQ-dy>sp7Rl#=<$c&c8NQ0{9*xPh1?QdIKPk<@? z^Pm5<(dk@)xWSl-xxLy|0%hhs%L60y!=>*W%ER<>J`l z2XePC`Mw|0C9(wR1-v;~q%*Ihu&3H5Q71=pLGvPT>A`q9GTIj>*-{{M)kq}p z81;zQyA%Zvx0G&deCJ#BIbQ1G&#qs(tG$PmyRUTiC z#*irMXu^;xVHIBWzEw86un%+BN{NPZ|~T$AlIxc3sNd z>U#Hw;umw*c@O#_C$0M+bLWYu2MrCYEudu+b*mERBw{zdvg5q1QdVA&-_mi<@{J1f z<(nV(t@I7cL zx$xOFj%ydHlqnHCUOa zpJcod3|nXl(-Tl9#JonlXT1*6>6F}3q#g3Upf>#KRukt>$8Qh%610iiU;gHIGuunE z^5w_w&QowsKx`CVZ0>~~uMRW-b2-1=1+Jv$X{x~B<$en}#%{8=%n>{Od(F+f>B;Pnu?km0xy-D@uRx=ZNbYK*Rh_H# z#)LEg2`S}6gSdT~G_94;(O>w5-RS+LR{LMa>l3v|_V!E-@*&dWFGZzvMCN#t-QbHeh%zG*lpt2Mw02XTHOjOA$6S-4Mry##KKG|&rEbhvOFvhF0OFRz009=tJ6@6Rb8Xi;eo{__h5J_aJHKWs)?>*^ zu11An4QL zZ1gDu2xjH#pPdVDC38uATGnaAp~Br~Is~5?jn2KSju|^6P2ME{PH8D&yIcqc?*hU7 z*9+BO=r_!7Oi||YF9OEvkHdEJp^r$9(Kx*&^%9|p12@mNFK8(gKkr@euWr6A?7Xd= zE@*&)X|JcoYl!E`NF7zpLEVVS11T!ll=T%O%C%X`kV1!FFTe6rpSQM^F5^+2InrJ; z(TTA(J`ZWCG%(4})-j{^b1R1qmf_7tmi@_nZ)tp;;#_zXVtkS;ndip=ybhA;GsaCL zazcXr-k93qXr5->-ta~GT{4J_4v>RrOOe?aJ})UWqOFYI67mmWJDa5^YW-AN-{_68 zIRRkOeUFSWSPL(g;x5S8dRKQHG<6Vi;>gzVY+NhgIZ;of$;YX_@y@F!Imf$VZs-N-jXc1Ma}Ev$#@_5uCFaT>p5n8r}q=NRUfasYk( zxNx5~ruVALiR7&6LV8}h!i-Xoj8feHj zpj5rFBEcJ0|Dg10NRKZpm4NTy*->_k5=zf57B8Fu%;0AhhD9o_F$^vMzSx{KsZLe# za@kLfJ$)+o$9F%cEjNiX(QF*coQjpSq@^-*2?vEAFr8CACm{}{v)Kpq&fxEwOt zU>4H4dv8N^$RJ-z@!eZic2K*P+>fTn+VFY-Ga_(@B@}O*e#G`0mwv5@>*;jlX<$N2 zq_Y{lR|$5`|BVayBrWLbct-16bfWA^E7zDU8!z=dG_XA-8z`$~od)X@$sX2=UKd5P+9Ond^kt+vGzK z07R%aG~QO``Lv=}yIq-e<>=GD6pHBRZG-rVAMdlS)wOe>7xt%vCZBW2q9fuG)eaZr z&uw*x7%j*17eu#R`cpS+H!N^}D6PO^E7VF2MTM-14n+#Vnk%Xk8SE2_cxYO(X<%x& z-GW#w8f~+P?N>T@QlIo{k{$aKl?tUNIad?y1(FUrFs4EC{*09s?~eHbjE5|lFMbBe zE%67JZt1q2cE@`C{&=jg9m0sPah!ehuvP)qH*&|ZVX6@*P3~WQ*(-5N`oybZ1Et#!YjT=IRbqIL#hH<-m_B?4ON)Sgf0?@lkC za`Oj|)L)$^q+=2y1dmSd#CElwO?-x-ZMXhX6p!rAaJ;*&Mo!H3;^X{F@lSB7LUj|( zr+?PtwEZ@~iUF8dGw8VJE&1ICXQXz!f#KbD2UGG`t;+D4$-L?z?3&T?A!D(}5onsZ z+`iy+@={od=%jAbrPLC79jC)y_i3}%s>^%M8-b)@27D1NC=ge%pEMR!k9)2%1Mfk{ z@ZUpZOZ!m&{D~hqlcgiIMQidBBp9IrB; zBkENJo|Cs}aAkcgWLx-fVkS`ok?Q{Y?(v=6mm&vKzY8G(2KE3nmoHL=S^mm&u(s%n z^1^^UvQp7^m6O)gDFJ!+ygAj-qzNkplf%%bCeWWo@ZG?3El4>b6gLN#jzBY@ueq%q z+IrRA|Rk3AR;0)(mSD}^xk`KfrJ{85cfRq?)S~? z&d%;%nFHZ)Pv+#luj~3XDu+LB!e^}0)ro&jh8U8=wH-^#@=S?^UOf~`g)dDG>wK*G z@4_a2oT*N{GW-$mcW@)F|F>nnVpug`c1;g}o+@PfaYd|iVb-(m&*Rbo4(!MD;cW|! zURG=Qgxaf8iSeiC#dqdGKE23ogOSbX!Xn5}fjX1^aL7qq`CGn|V|H$Z^CDek-2yKf z^>$9@#y_7rJ^Z=qcXcC*8lwAqwe<9F%wuMLZ7KROD|_>Mdpr5DVsV2_QZ~hlpz%ozO*br$?*QF% zZx#zkyi@t2@0l*`o#1IPluI9#_<3)EjQDRq)DjXPfuZeLw1NULJA|;XWWjEqd%zpQ% z{XnF7P-w$O-FdlmR;-ok7>_}1$T`!K)yXclu##4S>Wv#bTd$w*wdT*Y=D34)>+sa+ z1@8WLrtW=sS-g%g$J-~UKZ*IT{^y;^D3atbW0PEYyG zCSYFeMYD2Fr1nd{i1&3vQpIvxH5iAE>n=HB_n9;}-rs4vt7Wr4*5d5THuZ?X^WL{* zp_)^N#MYF#(CYar!VpkfFOxwf%TpP25A9g*Ux2nVHT++@iu*x`M-%3z=Aeqh~FHm;0^XY_DAB14b|6j zv|f0yn@<{%qr~NRNHdibtAjo_f~{N4eO!FpgNW@|Xq@{~$lZdD5@E1z$%9Sv6z{>{ z<%48`lXLE^BW{91Szx}zHE%2K6Ht+s65c4wGQn9Y{V&<)i)v3AiLD<8gF4_M%tcp~ z5|4!OvT1gzS$!uT4iSW>Sb?DVwgWvD-u!vEa<`{Ri!p$&9aWnV{$Q%w?5FFQkJjSC z*RJGR@J7i3`~z%Lj19+ZhI_rXJ$@!1=z`3X&;I}io`Qiw)ObxutGrn4PrQPZAWO_~ z3-3G;(R^6ylN)dP;!uEd4Y4?c3e-9)7Ze)QTTQAuhpqT+Uw9z^J*iPl2+h?u`*G0+ zwM`#OJl_KuUHJHy*qfzb`L8;@?}|D5|e2&vv(O$+ob%aw%%y_AxR_#S`1M@u_YwMC{6Up8oZPC0f_1nC?nMwbnxVr@Eq^lKaUC;yv@ z`v9zf4@`GR`(E6CzoTNWaDuC+IwAE;x^p^*mT+o!Wf6FxnnM)E{ozfV@LT|ox3w#~+$E%av<}03C1Q0yvSPWpGQq|B#o93O=NoIX%_sie#oRPlJ+BJpV0gIUj zIFn?`Z52IJ7eZkrX$3_!Awuts2gn;q)poSB0ae-h zue|!6_x8ul<%(bAk8Jelb*$|){`vXGEq8YTFN|b0y&ON^0-7^F9Q3?>#I_~&;i!Ux zJC}&BT0ToIC%qjgFcc3wcjRhLu4o&xSSBSzD*}qH2_hi|;{b25dQ8CdCFn6YX4_kPhy6$7&%KL1KV$NndSNa~b^Fe~J<$aSjIM zb{x%iOsiGI5iFr{SFJv^d>0;fJeww48fk-0!<{%wxl9FDXc)=;j=vE%kBD#6Dy>7DW|5$y;$0%gvN`)If|b<1E=p-Cd6)+ ztil-NrM4rOZBIX-5G$-axhh!syQzm3vYmN+6c4Qy22)JCotA;G6+L7SY*zF$!1x1+Vixs5_Kz%PWQR*r&{L~De_EY!PBu}eYu!dM;u{e zB)>AGh4lN=d?B%{K$kHKa~X)#%pXg|KcH7wtV!j^Y(d>gcekidE-x~D1)I3H-0ubS z>S7~zbF~{&R-3MSl$PI;!wj1icV>rwnD`|ODkBb%DnPgip}LG z*>f4>zlUYE6@XVoe!!2|I5`=B4|#)b-_rK`e3PQH!2{kyx>03@#Q!xg1YQk9+peVq zkokYT-dcS14xprDW%i<_OXl~N?nkY^#<+;GJYlz+h#@hYLJf&6s(>Q=2Eb;CFtZHN zZK%Wo5-{GHk&m%1r+;qFinXw59TwK<9mtW2aT0A)VJu^1Xte8Ub#>jdWMwwAzRt)s zDCD#KR11gvbP0NQ%VWA5_DAbTB8-9fa4d`+XF04sdf<9`CDrqUL+53QsZnn z{S;?B0Q1Uy=&K~5H78FwyIEGoIo2}OV7Z_crsl7u*vPh7XP7Q7%d>UBy-gu&jvG>);d@@DAL z>A%=3fonuZMNjA(vLA6y3f|9Fw8`Bbn3V)RaBq5;<`TqJ(@uPYxtfj)V^?=rB{*%R z7#U|#h;Y~*!wdY|*3zJ^`gRUpc8ns!;1S7y5P2tu0>$pKvd)L$_xg(03$-<2<;|^Q zB(9yrVwjQ6e8-cB?F{fcen$IqY`Wz%qR+M?mGWZmQ`hI$fH}x@TzX z<>B|YH(g_&&Gym^%`kr+FD6ad@!Y3L6O-GlcjGb zyfObs_LQ+>e~yU18dvAL)y!ja_!9^^3;Nkzp*~9=kkNI#f5Ew4r`5nhvabenhRA01 z2BmT?Srjx~69Os@A6nCn(WmUgOwO(jg=nbo+S+dPAvyzJ_myO@yc70doWvqomY8fG zJ-`)Q(XZKC0*sg(k`nErQ#$1}=it!fowr_>hF2RT(7+|?{6G0agrXRlqS!p3s@)Xb zof|{^T2|;R&RkVL_xOg(O=~``gxjaces}`>dWZ#vyxVK1RdfVdZMO629iLW;&R!DO z5TpbhO#u_F8?+Ko*F(4o&jU0yn0weblj>|9eo)xB+5qpY-znUIotSe4n`YIx2ZjOm zF*;+07h2nbaaY%`DuC}_G}nC$^IXkvWQJ})s`{JXc#ZylTHgh6dsJRKs=k7)SeU6d zj`+$RAj`I^nrpl{Mg}5zVxzU6Z?NH;rNq-8DokYmC3|YaU(;X-pnb{zTeQJAN_>h_ zUlWVRp9Z-{`(%}A?hetWqj&)AdN?kVAip9;q^H0B0UB^(?35J+qgFuc9N1c=6Bz)> zuS`%Hm_grqskbAY&9|q->(|`;ptnTm%-V~Cuy@{;g&4v)JFW;TzGy$L04fq`@=4#I z@+E$Xx)M5rv;l*eW^xSoGn1!_6slvc=-zwP57j>rB!pq)3IB!eVCs!*9 zVXXmxX=9PAlK_b!t&g;C)(Evo9Rda%xi}u9u24fe3sqgrP#eB}A z&hj8SlUE5rAZ4uwo!!CHsb>IqzYT!Zxci}N#+T_RI_|Va;+zTvDY2Zk2ab8U%;6~K zbHN6WQ;-k(CEz8hH18pIa$=2o-3-FUYfYikT1Pj*k1_R^;Yiu5a-uR^>|c@lzuZNK zwNqXD1ve&f@NoA8&q&bt>1DQn`^394Q)+ag3bvIuTgWuJ@mZ^>OQyeXvX!LsSrP`6Lz{sjBal+ zY&Mh|@l^)Y*C2N}mvrn3;x;wPf;CYB-@4iTUaFrv!0U;Wn{WU$D_v>)c>4r-w`7SO zOWhlJ7UM3G<&vDEYR}nTlCRTY-pd8ZxuXTnZ)W&ZrhKKj>1~?s#i%#L>Y*Yu9CB^l z49>VSVqx|tqVwWiZha`V?^MP+R39M}HeYC>ZUK_umuZst8ux~}sbT+vz|33e&?C3A z49-rWV7T1pLo5xkT4qZW+)+qS+m!J}KBYmiGyoC zes^LJX{W0aU6SLVQU6Q!utYsdFKur2_n&p*S&=Aj+ns^$rxc2UOupV%>xeRk0TcBk zGq=h8>{+x)hIZIh7NUgf8s6|<#3sOq4pak_ib>Ss7SA^>!;S#18nvjEEN{sZq$|~c z6ndePkIF=^+oLX5=;_;g$A^G%e%<-~n)|6ITwma?lGa}(>03QKv<~dmQLV1%KZ}Jf zI?zeazlAO?%6tBHo5-DOOt}++Tz(J$L0$ridoGT};~r-6uiUvqC3TVIbs-g%#F^iJ z$sneRg-QYIC1pQIC!*sr;o*67y8g%t!_+W0f|qH*A;Ssh-%-u4-w$KIvKc*abwhnlsoI`L*hYUY2d}VUS!6$0j57)6npTOOzA<* zq(jfaIdCq@MR1zFfI4qB^s=rP4z|V=mo!{QzDZuLQD^!T*KMG(DYM~uHt4t~0bs*s zysiTK`+v#Edgh-dr`!D@N3o+QS3(ramIJc7{51k>3~RFUUurTwleyU%Hv(o8Ewo;8 zSe!FK{9@gQ%H!-E=X=@4R4)v7-$9nPsyqL9?*$kq?9;`&YV0(MAl~92rEu&0C%=C- ze+l-HJg;jXW)aye6SOTL8l{X{S4?pw_7 zcnw)-MM7XP^z-Lg*glm!8w=}@Yx7%3x$>-aNE~wyiYY|7gl};|^7apNJd@9($C7T4=&oR$tuz5FI6|*qdP3nrMP0T>=v_ae zCdE3`_+<%gbP{O(H5p}4==`mOQT%#3z!bGf_LB9j)S8)3e(kc2-S6q*^l z{u3m=omUnhIwPQ-HreRF%3Acj)@W#?u+^aIjPZ=cTwhSs*=4^_r_6dNG~1*$&DPrE z8mDth&zHg~w*ytvrRMSUXPxe~Y8#&OV^wY4>aVAceJT6UnyvhHckUoP+$I&q_d?5b?$^Xa z6m>;is9fAh@#?nLn*8o$LM>lMtQHrMCaMVnh;_L_G%!(@4x=@<(Gn8OQHcEY3<1Eb0cn9U_M4L3+DkSKEE#K1$M*hQYs}bLyoJ}GsE8YP zePoZ4N_#jG$SLIw3Tb}p2iS^Hpq!vgA*?x46|Lzo0~f{SUa!Z*ApKXF!Srjn$#^eE zBn6J0;E!`(14Mkq;=6LGcU=9h=5uWaPi65=2NyxnsHo1&>=}O)Mcb;rzSr&^v zW9kQzAT26_WwpLRmJrwlAeLzwTXpV(Ej&0{lYNR}c9fob(>J5eDgFHMf$sC;FK0d8 zd;h?nhYHJhOEE1R@DE0TTlqt{u#k3l`q$rag)dQ~ z?s?WfSs>{|{5oYZd?hx@(N|>i=J`CYXEm zX+Z<7p8)?$_Ggr+2PoOn*5Fq{uQ2!v+WEg^Bu&Ix?$t*mAhXytHHw}Zof!aR319!; zU>Zg4b7h>S8zw4@U5{vdj!GwQw z+8BvfK%}2(M&}WO2~197qSiDjmp`2~U&hu78b}1#&JpDS-9A))6FyhcMt#?|Y&$M5 z_9RRu;vFV1XRls~176Kar!F#}?E?9r>CRv9b`y6t$;DNf{$NXA$i?6r$Vw@*1IbPX zXd=&t-ji^pS6N_0rs8m&v`*8_R&Ef+V87XcL?_d$cmyF(GLtA<{8Zqp_u_N$p@7XQ z|G5{9-2%Zol)Yrl4_Hg7rKlG1p-$ZmY#@NJaQr~v1SgkdG2dlDr-c80kU#rdv?(d0WKj53B0sSB0!vpY zuE1&oKD-Tx{Z%VISoniS7pmQm@$)3gG{5{UOlcsRlmUDaoIj96MmY=uxI18uiz4+P zZ0o-#{7dmW_vo2F&}w(BpXSf11^I&qajR>}Rb%(Z){{f_ zqfU6Wy$mScAiRkseUj`mr}M1kJo37WcM_Jq-kDAzQs7E_*UXw?&ZruYq8EWVF2fCr zv^dbV1udF-&2TJ)UU7-3`o*>e;Jg_b@M~eZM zL@>;{Gd-RGIy{ArP@ZN>J>YPDGS{GWZD*~ok29a+4&}ibG$Uv6v7FJ8ir^C+3)7rCy_ z7VLj+scpM7h`pS~xP>JMoeI0&I30FAhRhqSY!gL>-%D$`f<6~J1~vol`uyy297r6* zu$`O;Lu$UE8z+jrsvz=?U$M#|pJ)D8o-QNr$1vXw{ve4+NbJu&SJ~RVyZ1)a3eSGj zkspagf*-mvYgG_9vTUnjt%PQZ-;r^TGagz}#rLnRwp_uEAU+r5iv+r52N6RN`7z{DRP*ny};WamGPGJFe_v#M9(if|?`OC~+Tvomo2G%n^ z-`jBdIoC&)bw=@8iK!uqrhscR8Su@dXz`dv2vvcrZksaZ2OOG8Tn3u^tbjD-CWGhq zv(g2}AsIP01ITOSwszztXg?=uN?jC7vwwGQUi7%e_@{5S#^k4Cos@`z0at3F@RJu~ z8WHLczak+2@DM+kvgZ1$$Ll98=qjkM-lM1~UrhHl+N4g|7U4Pk{Qa(}T)M*cO(5WI zIsq7hs=2C1$&xKBcc}>Vhlz$fccz@G?!|{4~ITrG0@GTm;e;wo& z;L?d>0Ed5sDz?n=*dzGhZJv* zLSbsszaJYKCFY1iSQ105zNKqhZ-$4&B?wzyON)3sr_@qjs?C2#jVHISSrkOqafouN zs>*dIt3=ye!cC(sCQlIuTX&5+Ds3Wo+#r;@NrKXoTrQh#353@xb=_(T%6VoB!o@vS z_0s^+%g8m@nt5{wB1as>DPq@7RtLw;D(veFSE;;!9V|y^=Ra+7^(HFbA!=xRsJ(cST5hm`D{a@*7{OJ95bNjNj<66vu1J75+{Z z$N`LjUBJ4RD=j}0ltOqXp60TvHgf8M7P{HPj{o3GzXCi-O&YmS7&iL+Bkp!FX%NCH ziMX}5{B+I*)$r+#$N=A=nqmy{9wQ4uWwmb4->O7F)X>96N7A&L1 zGjXmA*8pe@$$*R}vfKR>!%u06>f|KINYcG_wmIm zGKRMk+pmOXuSeRG#P)>La(%;*=$|Tu7P-aLt!C&;FO_FK|Hz8xM-n;}gY}q$66ovi zud3nw3*sXenp(6Vrr&)d7(3zc@wpu1CvyfBS4Ws1f#KgtoP9F)J)is1pMe|DnKu+t z^sc@*fUcZ95R}FFTW&$8KbU@ReDI!TE#%44@l0w>d#0#5*q}O?1I&gY8{T1p!-^u5z-(6c>8?~Otqb`+ z-cYbdA5N?3X($rKqu1nglv6zdvJYT3vhaRZ_vtOM9zSjI-R#JBy(Iv3FusODb3Qez z4zFh+LVhCyFoUUD9{CM#|A8?UP1PuhwM{{6MkXt&2fT3x%lDjN`2lXnn^}%=51$VQ zRX9-0x?07EO7Vk~%%N!VGPpfX(slCJMG^zT%GB*3(4b(DyVKo)U@?&L?((J!st-Lzf7yZm^)@m5UOeuztnZ+k`Go_dcclIGjt$2Ombfn*77NzR_%y!7 zoWY@z&U5X{B0@~7CF(xV+~CbtlCo_)t!}}Dq*i<*;T^5kqcy^6B~7y3p>za=y=7

+ zi)-QwQreB2``Td_aMOb=a0xAq8vo_J{=Av5pdBfjgxm!_oIZReodpo}vnwF*Z*x}- zvbreE>eh9#L&*pemqRJr=bUi}9JUIOkKZOSEFZ{&F0qyWbHS*#-v@~a^NH@FWIoc{ zR?bj~E?g%mxB%s;2WnNx(GaK+5$s|FOzx__Y7D~#QGhna2oezHb4hG#_7P$NVb_5Y zER31RPwJ?E9Ix9=lLGi~2KUx@$&o=6F-CkMh~7BacP&?uz!n3Rf?liw;`;;kYk$c^ zr6B)Z`~-^3XZ3`MWt>_DBq#~~SPZEBX8w{5C+0x*BjAys87a`ox*hO8?hys!aEb8d zCmQbbqU zxJ9d)d<8X!T%CYYgXQ<9q(*wFv%65vbuYDl0*iP|Mk7;(m}T!OaaxNXlzO4iRDEJ| z1I`ANHdPj?=*{!cV58BRfBEgSrz(Tie?kfZayt=s>moyf3zo@itUldTjNqbylS6;n z)+62D|4S?-nSwI6X5e;lUks-kFZV*fc9JW~`xeVp_sGE0od+aDCL4e4tUT@wJIh7B zuB2^gQUL5wz-D*G%OyO(?iu5ZsIMk9hxvD&xt(zEuTR%_n!0Wg5}Oc~pOLyakwUl& zuC-h9RnPp8{CehQxBf<fS>F>Ddu{#?Xe0gg#s<1NqS7U|0L8ST)wt^AhG4_P8Z^q}an@3-)vicvHb{_y;8eZv((5c?JY6U{|Dmz4)!v>~KJ7>OLLJ#Dh zos^@LQ4U#W(JRm>dMS%4r`>8oL_nEmW%5w3HoeuvfGn8EHz}>i;}ffUd)1a=Vru z*l;s#tnXWT!V6>dV0X3?Kw8j~T?d+W_r7de8O+Dc7yru34S@2*_~>PEi?46nPZJ~&{*B9C*)@@OO20%woj3|NwU07 zIprYnBF6qldX*Xn%pOon*e)E$hiZ@4VhYi4^~36_`MjiM2>2~tr-UO5xIku$D2RVs zRsA$Dw8GC-bJ2SszoN4OB8&2!=N&!a8E)}f$0qwMSWOrwI6xY6wp*Q<1FGL@4J^*7Z6LROqWq{_Db9t)y z@F%{{t67h7pLBCBv}BF9#C7r9*GUUFQufPVG>L^vgB-AP#CfG>>xE zBp>}liv6qmIPTdWmLgvfQ%Osx*EYm-3oU72R%q|uD7C_|_KRq?9^>;HG9~r+*^TSZ zdQG>=9&P4L>@>XkJw2tM#-?_#;yP~50XkPLDqn7!qn|MoRXHw+&k?Rkh6*>^@W|Qv#=>!&gZhivBd1C-C{*}M-= zg$vT~+aF*wiZEwv!^h+gPm&E)YV(gCYqzMD1qPKR*t|hGd^g=as%1%kWb?aM7OlNx zA?$&+F2!w+Ri4q(3*~_w(g!Htof3r`fZ!npt8n)5?@~lQ2tt zx=zqgae%iv?Bayk3z(zq$uX7tQ9}uqM=-`SKD>QXD9x6@=8v=EliL<^PvX+tO*l$}!(43b3qQB? zvN^e^US+T=@8(?F2|O+Ka(dJGq(9Q!V>i;>GOw$k3ax~g{GMJl#hO%X=F`2LcWnd;70dmdf-9jo#E#Gm6Q z!ax&cHYaIrcafjl7TY*4i;6x?yjE(WN-t70jDiI?OR7IgQGsVrDBcEey8USb%t;r> zo;}}|mdf?5h8Kih!TSf!T_bI?F^V6*?lBlL$&8NnUpI;#HDV^ z%!M~>bWH8fC3F#X(%Zg#_Y@c;1OzSXjvd-G*43MD2F!)tIwO`eVhVfYm#O5C*^ee= zlAvqRL|A{CR8H2p{HA8_?#f{W8eGmg!xDzwpHf>s+ z(3CI4@$6J|gP#~%4rznm(=!wD^n_&dpd{#*YT8H>(-&N#xF?=4n>*9YxlWN&H>}b- z6V_!o0QMgks~Y!|$yg<;NL=N`YMveUevZ&-5?wptjc`e~MT03R7XJCbt|I?nKJ}Gl zD57o?%lIW#ICk?(!o4K8+@Hzjz<-im#IX}w%}kK^i#c$nZBx8WPgCY&!e`ZbR-_D; z56$RXyr3pBiRn$q$u%XsViC+z=VUGr`JRm^I2(?~njT*5uw0abx^h9T=(H-220UOM zwZ93>(}^Aya?)9PQ)R*`kCom?hbiTbHAnYAYu%%KqU>s5i`Fi5AKAGn_CmwbMh_ln znI>|x)i*MeVj$TTph0$r@^2uZyjG zbL`;Yw0>CSe*b-90H`1k6&v;l_rCi$eZm(u{{`^rNOdMDU9Ua^%Z+sP0efpzpw`jBfX}6)@kJe4^su742 zoIW78ckXR#LzKLLC?ih`b75 zxM|E`)CP^ERLDr{j= znHfRk6FB=v-;?uFFP;x@{}KNy+8y7P0aL|dC3gv75 zJM7Ioa_o6SA09zlL1wc9TP|@Wx&3>p0hCR3-R5t ziWuOHDlI-*9^|^WdNe0Go1%#SSH6Pi$+?I!-7ReecY4z!WEU+wsOZ=nfXs=%WL>D+ zdtBt$f4V#dxH!A>-?n|^$`(q@?Ws$SG~xZ6#(tk8nZ#IFTf4m@<1&^QaPk~EL3m3V z^{eP8JC97(KlmUp_kLM%pP~zJY`!6tF44_7_W22+=ysbdi4NzFOmb@u4D{a;y=0M= zf%w2*MbXl~=I!{raY8|Uq@zX0bjoP%bI()593QNNLjlZW&bbT-v{iHVR z2sd4zS@# z=?Wmi%lUl>eYN5v{Avbz`t`k6gce zZwWk_YErBP&F%oCKkm+6{Vy30<#KQ1eu!wkC?hny+ql<`Hwyj+ReKrel30(-@o5sH z2WTQ1K;WodeO1rH36b7UrI0yb?^cA3H`A?spLja6QPXH*W4KP8+ZJ~W(>)0Mm0s&m zgY!G`;qR^Mn-r~hY(IzcZzzX$;`7xX7{Sw(7pJPr&ps_J+XndUbaAC^7rW;wRf=yJ zDm!fsL|^51Q=L$TL*XmV0hdV4DMLjz&&@d14F@8JH0GCSh!X}8_YmQJo}NCH@|a~| zw23aaJu=KI@C^mkG9v*PBmRTN44Bq+AZ{)OT78e#&L+3{%HM3XQ5d7}fJfXd(F}u3 z9|Ss|YFW`*Vp5~Q(~AC>0K6`jO#8m!q44)wc@r&;q%)Sf6iY@k+3mPv7uNwJ!qWEF zk~z0%aQI5#h!@ZT6FDWi6)JUgp!ZBD^!jUa7aV=cg@&32C|1;4BcqQL=pXHKqCEcDcl{bA| z^7&0c*!lCe;Z-vbeF&@6&j>2JMS#r<0AvnJ&4_auY)U7_KgR~jcm$!V=fmyz9uH3(BP z_fOot7ZFRwe$V-bPKZF>a4zX~KjG0l?wc~UFy`Wq^R{bRy5ILUc)#iyS43sAo&R^D zCe|?R+w$P{Ty?8$Mc(CS3SRHSe*m%tcQ;d}R&?1xnU1R~dO{_cCWhjf&`jHAy|39m z16O=iYs=u{h61SduEx{NO&AjAy>mnxuPCiy7Hnn~9H8%do5SiEBi0?=jd9y<`%89r zybJ$Ecci28eITGV(k|e!9lGJAI1$+Bw+q zqeU}8#NqZ2L>y5P%eI8SBhov&**naUeeJw-(a&+tFh~7^5ZBivI0sgbXp6IQDp*k5 zjG1TM2fYE9Aw-8f^&;WNrQ^ka9)1ao{wlkRGctH1xjBQM3#`s(SLbZa$CAXTp{nkb zk|zS43Ves5T1uwBNE73x&t8fFR zu2wc%^>+wi1`MQp<)a2Fx$^9_15+r1Z97Im!_7D5u=I34iW>Gb@wka*z%vQ9KxD<1 zyFTPMG+ZbqqmTvZShm9L+-Y$o=N>?BXur1vs#Ut1GPnMAnc@AH_h-mt;uFk?aTWFs zp6w50?!I5Nc*1w%bx-j7U*#??KUa4e6OX$&SAzb)@aT6a$_ z^w*FndR*fGV!2Dv)w%EC^fd*T1$kl70-6c|k&V{g0-JSxx(H z%MwU%SDy^)D{9L<(M7T4jZmvKXsqW>qb8Gqa$?~2J4KDaG*l1j4z5$Re(dbl`b6ub z09{XXaMSsG9iODqYQ}r^^~r^FeA&d*xgK@-gAjR#pTlpJLnSeF=USNm*on86oVh?F zt{anOXxjk$jEl+2$%I8&K->{MT_0p^eEIcZnhqK^(WBR zefsz@+yS7j`M<^-zQdPgmx#9TylJ;jeYC(8znhu5g6dLK>a1LlDjrkys-uYxn14q@ zRyI8AHQnWJY9?AiJ(;isV{OJp@qAg|javgoGKI^Gz*ZRvp%OkU3;86P_a%Ghdh@#n z!(eo^H&kBX&9T6NE5Nu+aT5EP(C;04)JDu#RIJ+m42jW-Fzi;N1@6C8B$p`51 zV!k3Wuw^bfah8KL2grZox^4zdCRoP_{wrO^kJsJKq%eK^KYa5{y{CKp*Cp;M{yhE& zr&fy@lQA%~cO&Bj@|{%;)fA2n29^3qz^9q(zMY_bQ~PhwWH-GnmkE;a zc1Y_(5@4tIr(jpysZrKNy$C80#|Sz|Dh>M*JiW_&Py`e*g#f9Nu?__sJaNs>S#B&^ z_5jTVfzAhnc{u6$eY0pWy3L@ZyuS$o@*Tdpx5S#nJmE8_q-B=e$nEKdy{-CF_$Hik zi2OS0D+mFt{LhfeQ7ei$hXea4*Tr=!rmUtzg$X9z+c)~f_U-u&3^RQmiF;5SHU!v^ zogr`S<@@%e%BpS7N7lz2r_kE#($>AwD|CI&8sQ_Ux!=&0_CtX^1JqZ*{j`2iIq4pF ztxbI%98sj6=VtAf6k6i%=0r)ZyYlJKTJ@`7a__E@YqgJFU)%^)9KW`j(E~I7iO@N( zc|oo;UPixb*TY}`KLSUm6Kz@SZdUptXgi+jimw}w z`<>d6LDjSLPtZZS=buUC7x$;mK`~|M8JYvw-EyF`&wSM~E&gxY_qCY*&F~uzQR%6%Sh}t_)Dt&i&}EbLMAM ztFZfW)WJp$JCpn-*&@kU0_1J6xE#rSC(LxP0W;O!@#RWLTKQYrORqQ46x^rZtug_i zc$NJR0aYMIe3*rbPRbStegyXMDo}BpJ)SlUp*Q<>74QQ@t_F!j2`YYkKgXRh=lSf7 zkt$z!0ZXedAGR(RE^4318G9W2?UXc{dN3aYB@xZgv4x+0%>H zKW^>j^A@JzS5z!9J?W5($}BmLH(6aAA4ou+6qgmexpo;$^6~m5fF_n8anG?2TG<2M z5BWF=ACjr3gTyYbp)R`Xfv7ZU0XF;8H(x3A5cp;<(HpdBhHT(&-<_ZMMCYBso{OZ_yDt*Ndt9_rb_Fc70Z@5O1hUSQiST zae>SF2N@gURb{$!Z2j6o)+=R+_DGh*0DhmkC)AkW42fNgOXB+RsF0T@q-qrsjo(f> z49R9zoA6basJ_a)`9a{~{@XA~bSpcsznKs{u;34MA8_IU`L;_Xl3mURa!C@?`_Qk; zOh3j@4qB0Np{S_pU`5f}qA6m6Q%`Q&kvCmSoiBRSLc0=;zMi?2=)U#4)%Fvw1Ta~Q zYz{;?**-~dmz5$S`YrTGw{5V~uf|))mi}q}(@|u{bG0Lo&B07YwHTEa3`yLQQ$}FH!{!Pe}~b}pWLbQD-!BG z<#FJe%&0i9(c^oMIGooSwz=H>hO$PvAaIW^BEqBt=uZeBwQ(Y3E#9%;c**qT19cYo zjTnG#wx2+l-e|VG)r8sZRwF`6%&M8wgHmP}Uv?fQ-!}wlZ3!6U@tYieUg@JxSd~GtLr^rS_(_%Wq7*$Z-VLU`S47_Lgy;Lj1WObH_k8ed1 z`wMO=-kh0^k{(q-6$;IkeeCdg)>Tf8`)tPAQr>E!-bMWF6PLqh9gA(tp1mk*`MXY2 zUw8L>tv$THr7m)XDl-^Tu>9W{QjU(Tbd$~Mxd&)5ZB#GC!PKxQ5yb)Z@-xo_~n25Rt%Fe)h7KPO)9qirFTXQlWI( za`~VvS+0*OT?wbBd^JYGqyFH_9`&c^$tLn-5rVF}2uMRO&^Km!@7YUnxRUb` zx9njtc=oV3TG;F|NN?TcA2Q->kD_3?c<10pKKAFk!~2>^uA7LZqha>~B@PsLDQG)R-(%{WuTI@1@ncH$T3YztEk)G|$geb6PBEfBTjT9cR7^pMg5^BVKm3f)9I^DCV)IJySRN{A5prF~N zTaeKtpeTX6$oNVnu{VT#4xsQ{nNAaQ6H^)~i_VLS%tW1y5F2od1V}*Bc>vb7Q7qmE zRwlZ8`_@52l;_n(SONrUW$9jK%4#EnTn31TU@9O^kA6-puDXfSxx=oFUTm07akO{f zKb_9@c{i}_JjK0VT`)2|>J0pjm5Tb>hxhqJ@GU;OR9kxnAwO^qEH54Y*lSzk*yQQHmTyXKAkS_NS(NimFcR&&{{0s!_f<>O z8ej_%V6K)_xTPz5!%)1XTJAyrz?T};9gEiVMuU$YmvK7Gj%|Q}5T@w#^Y`G|xn=%! z9*?C-pvtW5?Siw0xJ~pe7vwtyIiqt9@{E$3_}kkRPoPTbKgzy1GPvrz)9|yKNl@mm zmp(i_Rw(E1dRsgwN3{%~@)QGGqz9$qJNr)}zo&42=>H8Z3oN@jsC+pb7# zroKP=7siT86O|$@DgsLH9by9n1q7s*i1gljNK_Q0MnFJ{M5Nb9389AGdrRmo^xg@O zis11#tW3 z?v2ev45LL)?uM`1Me0ulzYD-c#U8>Ob%uBrL&g9`Geb4p7f_&`pQ+m{GMJgI4Q<__jtaKCZzl=)WpTEOxql9OKaz ziZct4$;>fSVnBPsD_FL){T5hKjrLM1GqP#Bco4?LVP+YWhg$(CWQPrY0&bx;wBW@g z;#o<)I7dG7zp|*Bv@i3F*)LS#yPX+b2l#u5OgoHWRGHCnad9Tyg;#Zk9dTwy=|cUY z+$ZVQ5rYE@SHN+IP=m+LN==;4Q6(@&sPzbpckNL#u|v}D<`)!x7;B5Z`8>Uttt6z} zFk}W+*gLfcj{!`T-`V(1V1G;dI9ePAbST&BPTMJWMwRKDHa%z*C(X8hWp5%rDmfr; z*U<#;g&3O_N+-Gq+xB`s=|Yg>%^N-`KQtn}9%O$rnyF4m@Vyh5K}krn>D%!2BpV04 z4mz@FNIH|W_orUuMG|IMF2K4*w#L_o%jmj;3!{mJ7vjb79Ud9xul|`SUqiS2`1l`{ z$3OoQ@NbJDWd>7!?siuU3(%ty=6#9&im-o|(&jKpEyHwUmdn(qwlzHT%L`APdUD}- zi&r~K$|+=FCE!?$v3XJCYdT^F&fV?JaLYe)ekFl!xo=d4IiM*;+(=dF1_2Q`GpNin z{W8DLgMKsbS5o|k>AO@1vTq0+=VQENjk?Nxv zqUhRRB@dHfwg@GU^O)+Ae7$#OgL2cqVQ%(GGAqH11nuZSqK9y{LuJQ_ZyN1h)ux5o zKJ`iHg-s}upednn$<#%I2m00W6tbo&&;{`Im1W|!8qi3U(LXLAGc?azH>6OwLMA11 z9N$|BW)Lq(iI<|$ zdVeQpBv#L#{HxWZY{9 z)7lSh`r$6n?4N5cJy@J!fWrML38k5^-dWBORIv(NK!yJsZ zGrhQk$#w|KW$T)=>TV_6%W$+c@sD0g?T)|V_d;Q%V!Qh+$oF?|^%X_3z-2P6t_1(K z&*S`#nc_Y!_kH0pfVemC79W;6KXx-;k7&H8QC^??unw4Z1+-prNO=@@ zUv#U3=#jF;jQ4)#B2@JO+OR6wF@lHrK2*-~MmZ|#$f}+GXvq9mUmM73pfTK?8e@3n z2arCRqprIPh%z!!LdCw!QMX4VJZrs9;amw}*W(WU8I5p145Ay`nJeE7V|f;4kML=s znnFk|6Nm-%uRVuP;mq0+@#V^?L?=7uknAZHTBmy+Pu{Dr(wJ+N`*Bug(vQ*9zw|KE z{)Vb-;ux+Rijoe}DIrb>Lp3Tl<~H=-AI?^l-Ix0ad%IRF`L|x%cJKJ0E60wQR1bRr z7=|4iY~Mga=0JiZHtGx z#y9KuXP&$a)3t%fJRkd0Ww3K)$b`jV*a}N9^k4u9dfgjob{mIQFRI$yeCI2p{ z`TuNfp9s3k@d0q;^Ntff;=_fx%TB(^{QH&hyco}@GUN5O<`xF`1E1*`QQ0eVn4d5p zI9U$ZgSG|s^(%VrXM|mdPtP?ZlY)$&L0V(a3@2|>S{oR*bG3OjW!&B-zovrecOaS< zH}#fVCit*5=~_153zEvS50w|mNUW&8-C{}Ve^hrSl>5A#Gkt#k5sXmy;4N^3dNJx& zS$K`}`ZH7*jDgbIaHo!Lu}}WYhm);;arWK&qF$5dGafNs5c_pr7p*4;LtWx|cO>mR z3;oDWOB*)+dGFt|mBXA=W`KH}bRV_^4j~=WV?}sJ11D5{Z)CCPO;A?v4l?@M_hh+{| zJ(dU)tr8*8*|O5ku0z4n^7(40uWDi0ku}?>5Y|7mzw?@ z4s5>p^z?D8m3C^b<@DhDk4tA(RhcW2)qRj5MX+>1YBCgsa?B5MIT6T-^sH=&3TevM z)tun;FT!H)^XZ!`S=*+5xpp}%HX!=F$7SC0FcVzH-ZC#H>XMRB8c(jLZO8R zPYXk$;?b#8v!l%LhGDegK|q|0*Xgr!eN`D=-GAEunO%b4C+!*dJmMet-ua}B6<8{C3V(hH7Jmxj!mT7Ik4rlIhmgD??_ zepVT49!Tmg`nWwG<%*(;B+Zhmfr2ok@8UxtSHNA7p)?JzNcmgxt@HTQiw-t*S}eijcf- zXElE72sxpB5>&I-p9`#WUhLbNv1ZDKaG@>mrL9t5Kmg7`O{4|Gx7%f3GuQA}IU3G5qE zZiQcHZGbA=I`&UO#m3isH{IM^*##KgewS15vV4>EQHer?J7KS;fT3xaMBb6I!`}#j z9eVe_5#AmZ!~B2CB{;5Kd7MI}qPxZPTu=)bHEw_=tSC3T@=3a1@TU9L;uvx`p@zIAi>mfi(pOHO@QIMmp+%<(QG&+n+h1PtfPs-2nrLBq*&n}YUz)Am}c zPLRooXfiDA7`A&T{Y|+jYys3nre3fMvm80%6ra*8jk0ofI()O!H`c(m4%H`cf*S+x zO(teO>TtVp_AYqcv@Gv9YYZI(*tqq~&0hbTGF3JHl}2?9nzWxuxVGBHz$p2t!dH4J zyFzXaTo>HuXHbyep&h%nAUcaP*^2y+iU|vL1l>kg#;L`z+aEj#m7dIBgJF+b)rtom z!e?c68C)GBI^xG&IJM>S|9%eZnF5P6)CY*iyKbEu1(oW=e6P=Rikm#Eww)3iP%1QS zrYP3!RpyjUbyZt~72Qq&s29rY?5*|F>H7YFd)&dl`Azj3{5HMiKTYE(38 zDsb<*ld!R3`&1L*al-te1=k~A#X6NYWxt0Ed1o9+d2i4GMy7V3wVD)-)9$9#o41kd+9x2uT#vc&QonfQDM zTpYC9f{HLumMv3>vBA{pgnk?7L%Nxql_A}{c(QsP>neJRJp4J2Xs`HYtY(#7$;>1b zg#3_XKjx`XdNF;J|F_|B$>ZJ46as~9Ag^mdfT=dQgvUNa0yE1MG8eHfv}Nnw_FjCI zkNSSexPgl!bZb>zqbntL<369r6l*a>?COkgxq`)^tb2^NobP~Fmu7-AazL329 zFtulr>U@>7h)NrndhYY+LL+nvA4M3|eaVre>k|Ej|3IzSd4i~M@7A!wYq%iWSZJqd z^ibaO!Sw4+GLklex);1WN#BgW)D6t>fX|OJ>B^?CERKa-sw-oF;T4Ua>$3tk=MIc7szw?eYEy|k-w+6e*BHiExj5P(oT9qGVFR6NU4)E5@F?2j;{?y(P z^A{;59xou$a_p%Lso(B18>Zat@Nv&37~F5_#+@JoWPT#OF;yj*&uiibAc>-&{5EaT zSUi+t4^QHDVukz^kvgO%F=d{xV}dV3A}yH953HjKHcw*ty3f|Vsohjb3}$#7mQnom z3yjeKl^@gk48c&hsRS}? zzu6N%JaH%PE{fck5eNwM>5`6_I{?zF_Nht~-Akv}>&|13OXD2Z03+%3{}bf-KOcjr zx18i67da=-Tzh!(xjsM=Zmh=dLZ10Yzk2ok{7M?vSU08D0yI1|kN({j{{nwkBDg5z zqHzI1M;0in8k*YTvi0-&*0mlpRte(B*pYW!3d#z0oCAH@0&Edp zJROlGT-Npz90dZtTyrKT^)KH<32(P3k^9^yF`?Ww`=CiC-<`$}fgC!9qEr9g7e9Sm z!wCv?`)PV=A(rMoHrVEKaMaImUkQGG-0R?x%8)d;rx2vSyG@4_UODrB?3EI35M7(D7k%Mi#el=fcbeC+bT4BDnOsHS*zRmw{xg0)0nLxR~=Vz&CQh+KHbcjEcc{V9Viyd!QBnQq1PQLF(oN7-vHFJUX?OKCaeSQ?% zfqJ>!YPo}e2t5)7uXv)CF`yjC=n+&4Z+uELZ9LqpyeQsYO@@z$|9VQg<~7F(d!o6g z-F!OfxD%<{5S|gronTEXYPO$#2^=GET)trYdjU>Q^p)K@nvs^$XZLMJpM?PL*-o6K z=9`na!G&Q$Wz4~p#%1D*jDW}Y`W3eOeBt(8x%aSkzSmQKzt7phlcN=lhr}OQ?m&^1BctKJ%ZV@ETst}i|$$3dEI*s}`%Jt+6 zXx6#Ls!?Oi#>`E1&Bfc6*4wED&H!dcI**-p>bG`*IO1oNYr1Ugn*yI(fe{f2_a3aA z-_@em{@F_7K`wI5u$_sU-cu3-X5o-5r>8;mQ{S9?8+E-7FjB}rFP-4d>Bi($cfwVM z!{g$_5vKNK>J`>@SyZb3WZLxV`+Nu6H%bxepxK%GiUib%l*Jp~O29c?Wvk#zL9^a< zI4FEUl6iJrzhFr|&F{`f&B1awi$$P^MLLV989uUHY}sK=hehGV*}SSYcgc;vrZy=` z9V-U?a)tPFlT4SHI>Ihj%hW*u{A1kENo#jdL3&iMz{bA-{6rDfHa0)E&TiJ>`M`r^ z_?7o1LQCl9b<6jb0+(=;(?X4BSOW|CK)X%N^fv82@~mn=#{xt}?OsmxpPiTp9}b`J zf$vszpSGP#{QT(JR6IU1zU2GG%Gp#pjNUmyh>G-PR=GY0t9v%JDI-(=+C+q{7JJ6GjM(7+laQe%+0-83C8qnC5%Pm7W z_M19aGQxrjccPQo6_JOtb?3iidyE{;xat-4On-m1UP@199VmWHBiHX2>|dlL(#Ega z6Eg$iu$ry>n`|BJn*alU-M8@3kjUA7?5p}Wu_c4B2l zT3}B?aqqOrw0jYl3rfF-X(vlLlZ^j3)NH4{y>GC=*_#FT!S0dhynUI4{8#hzH{gGY zy;WZ6>r~KF-AfPawwq}F;_s+%99&lq=UxO&PEl^e&ch>nyb6fdE$4sxe1?}(*^KP4 zGbSN;>b4N0D>aNBYLauJ4j>+*eg*pADGE=EW*ZKdCpG3zT)=c3e;4H>t=1I2a# z>opJ(ee|@V-bt%`OmZ`}($p!>z-VgEl|r`HwLg=7mAV3CaFv;~A&ehRU>;&F=wx5AL)TRH& zb-kmd;p_<;3;C-M&{h5sznes2q^9Tu?R8KV8_s>}QH^t9@Pl`fA{RG+6!lsgYEFds zh=KI?bOAwbgCA`NnGq3RhZ9!`BHRBjz30Y?QpU(wKh>%72KXa+H;cKB5dP*tPY?qocHr&EmHKJ8?l^BBmneShp0jO3K zeY;y9#WNVi7wr zraH%Jue=KGXs9bdqjjNu)qKmY$t1BCe_N;CQ+-{!>=n^>@ph`m)n<1%P1yGA6Kp!3 zRFG(@R|7g};~F?WOL^Pc)^x>Q7G%QcUVL=4red27{F@ak1h>iUWDlH=;7epPFQjw5 zMYbc%k;jKptk(JZRD_1WS6~?>CGF=&MJv_6gm)$QmE=>rX1b8|X`cQCl-~RqhKr8~ zJ0d(egCnv*?yQ!I|8?k!?Rsq@-N@cK&csZs#J60)?oWs0Nlol0h1x~LR`>70hRUbD z@Xydfc^lZlVOM@yi7IR0l6O%9`n8OUEvZKDTWh*o-$N=|S`nStN#u!*)*86-$q5|a zJNRy@wEEX7`ZbII`*U10nxe-GZ8>CYlhqcmbN+Qq`3cNu`2AGi&N=|^hT%~1S=aWi zR=BeB?wLOa&dD76ZdYhDg?Ynl+30Zkq~HF3_fLIN&o!|3AC<%luhJyH7dHuLrFV~l ztfD-fB()z3{;AwqN^i)PHSg{I({<=ghyVjW|2er-t(*kz9Tvi*D_afV5{11!&vERh z^amv~YyOFANgKo;T<)t*!VuK{ckig}2qoY*D#`fTYV@%G>6;I(ggH(Dd4*)t<>~1? z_ovM}x~i+&X;#Ici3Ei|l<~|73TVZC`|OI9+_v^Rze^R~o49g|6@!6ZKQ4cuoS=N_ zU9IkZ#jvZ+57p~xj^MHl<-Fuo?++z_;M{vG5~eH*p>;Gk^#muJ7+gAVzt5mUhTl5U zwCl*`{FCWLLuZZ?*221S4w^(V9Sen;U zbui5&*=(edvwlwyY^#?_@6~^0%EZ?y(X`+|c9mwr3fBKoArDh<7llNxcg7t{5B{T4 z9G&MfJwSapD{b%-&~*FZ(NQcbOc*7#9Av?+_;ix(Z}%gU?ztE!82br)DH3a<4tYt3 zBnPSl=OUXwgVK;_U=VmhRM^jbR~eyH+poqQ!aM$2%|IST06uEhRFMXsgL0hZ}L zq7rYm6Fph4rN~v!{w$rl1+~U7?=*kwjH88Nt5C8sFta4B}!pHO9(It*mr zdq+J2VmP*3WVqyj;crXMFq#hO6gWUGo1Xiky)1dhJ{Xp;8pgr;04SLYE>dFKPTBiD z`56Ts9T-*0D3S~N?X>ytn8`#e9w!~dxL$^8_2W?9o*pKZhO65y>kaA(TNIZt=_@tpgwNh6ws%V7a zr(Jx?S=eG|5;<~F&XrlpZ8qTZvx|;#L*b{wrsYNkzj^xTx+Dj}Z+E8JI56T9r>j;f zOxu2#T{d`OnEN)^3HiqU_&IGsEp4Niu5`ixAZ@)Fw5kqs9h;fEk{uxBaa#?+C5Up8 z75Igp6^yoSwG!;O;!!xM_06aFNs0?rmpuNH;D@UQN1O=EpJ2vl-706_aXj6~9ht2` zT_UNBNKLU$PHxa6$+TKaxa8O<1#RiX& z6i!eeGo$v)A!40Zc4Bg{Ux}ahY1H>tk|pshqMiEgv8rc&N}rbSAw&j!$|UhextS$w ze0y#ue(=^puC7^G%2q&?e?PyTdCcbXy-^dF0yVlKN9uj&F7R(*%)EkSS7iCWL>y3^Xqq>qV&vr=phr^66M>`a2{~{SLm?Ca&sNTm~ zyXthPG9_8e?7wV^F1Ghn&0jI&HDMepQ}EavuJe1pcarhf3P5!xrq%=uRs@jR0>{l> z&wQ*XmVr zd5;)%eNIS_9T>F(TkubjZ1=WD)b2X|*s;AKmae@#jJ5p3@h(+O@}GO`G0>gld|>t< zdQxRlT;d?T3WTfIJNZbQ$RY8JO_T_JG%jK2b7v9$ zv6J^rcCn81%mzHuq~rP9SlR^)?O{6h7ciF?JnR0sVYxJa48i5D;amQrnuMtBUrz%{ z$N2pFaULloV6OKC=Z|`|@7L}|Gmxu!b@FSVcX*)HgC8;?iL7La2<@A*&2w}lXUrWb zY`#_2n}FPzqM~A&c8MrEYS|6~gnd(fX7#(zO<`0CZ%uXluDXD$6%nUz$8O9$+T$kY zHTOy%7#XIW0PFq_g9$lB(yg3atM8Wd`Klc#oRY9j<<4HRtF>5#3}s^>ai?D@#T=Y; zi3bd?#sJ%jF>|KG62_}SB)(f65j!W!i^>GS+^scLPQQyj5fPAR7iYUe?y{WAl*bnZ zeRZjC-wzC_K6&&##WBBcU*;s^%1@kkN`0)l6nvv%e21b5D`&w>Ex_9{hc z8&kOwq^?vGgzsp$TxSEAiPc*BQGCX$Q>D`ldGQF1`1eR_j*9LCpup+Z0##< zIyh16dToDJ1M%OQWM7%K5#QaKfNqL^v8lP*tp*8bZpp?fI)j{?|N3?%&YAF!dTvwG zX;pPY9)>;~d*r5tUQC{Lm>l@ogt4<9s767_iFF3KMhLGbrXIETx8zViP0g7H589s1 zQ+XlUYu!TTSO|M{r{KD?Uv$+{E4ZBD71eP#tilkv6nqA5t#DOrLKN$#E^37SM`ctm z5j}QbLK*zx1Hzg&K!(%iKrfC{(>&tMHi{;W8H*5w?28&0QpM_~4yM&-;JmE^ht+dK zJj)~hM-FUSY=6KI97-aZ5>aaXfdVahHF z(8hq{b^U;ZZN}qNs5%0?skZuBnFp}`CZ+{D0ayh{BjNOS)k-W@IqE;E5+x-E${s+@ zHi0*H>w9#Mo`bhbq7N>ik?b{7j? zfN>1{Si@8TPH#CjRWUxLZ&X>fa{I4Yr2?CfPFRK7$oW9~lLb}s>82S&l(KShoinp# zdtl1hrZKTkYL13mY_n<8tOT`qhUW8H^$b`#DvZ7l{@$)%%emT$jG}HkBquZkfRdXy zw!zV!J2!M;u4x~ROSBd}FTT4a@mKH2Z3yI)*BuHjz*7^J@Uwf_*7^Nmc0PyGXB_9L zp3#t`Gms_p=Dr#UNVCvOPRxY#u?6S`8{#mE?;59|xk$%-#5kdi9i%t36hFN9K-)F! z3|~e}D7Bx{0?G#nt30LM4nY2EeF{E_f{}m6Iu{)a>0q~i*NPr>G95Zj|2lpclkr{A za1eW^0f-U=&Fi<$`I^5_iGo*%OPt%*2|qw>{fi4eQnCQ$4n$a(q#?d%o314FUsg#D z_W`%&%7J20?b?%e3$;*Q;^v|YZK0rVQVEc>&$LS5o=PFdj~Z#pfM!qwAfmuPi}n^g zf(;a58C_TGII=bJ5A-BXq?Y(Yo%D1`GC1*iN)Q^}poc%lOIztGNnbSNK;bI)4F3gM zLOdwlTo25h=9xq9yy*Kd;MxePdB0?Lhzb)}cN+(_TWw9^LLNt^6;D5bGdaVY^ff2a zg@e_QG`-j!?IYzR`5)CUUQ{kCo)$OUB0a0y8+s3_uiW?uz7PWP6E1O+wl)`y$ZnLw zd9Pmy6V_OXA#ei8{q_`2OYH7|d{PuI=v1Y3_WgHU656F6i#79rfG3|sTTM%cdk>ppXpqe{Usen8u?ZFJ80C2s4KGIBNqP2q~w*_Nm} z97(NrhyR)vz2xIKm>>)2WiVm;I}#?-2(n9qxMtD&FoX3DxJkvT2(q@88xPVb|GN%x ztI>Bg$Q!ZtZn&m+W0rgWoc}G*scST?C$0ALZiv^O~4gKVw=Lt1_)zzYB5x^$ezc5MjnF!hGY$G>!QuV5yy zQJJ9)NCjVHPB`wBi>k^r!_}xO=OJcH#yB5!sd|fz6RTttZ@~0Y7dHsHSnV_##I3KX zDaE}dr)Wx_Z+Q=QsPb4M7`H(mgy&m?GwmdQDNy|ML)9OZ<_-UDGVo2P*VixV-(92- z)<$o8UH=#nVX{({ZCmeSFn{KF57}OArQc>WpPkSx+*Qa`N)U-WfiYFsXL_gXheE6R z-Gc{!N?gby6R!F(LV`5x@p;hj$#ODAdc}4r&MPI3mo!kUCQ(12k;p8H&(FM`!IQQ5 z*tzSmo#(#|y1-MQmLT&&n04FdTl^_huu~i~6XsUzU#L#;de_rc5=ivdH%Qih(wq~g zHeN&Bp~P*5iFP@@@mSEkH0)A2F=EYnpOJait@nF9`*rNY!4!X=LK(C z>C`tYTeEl#w+$<(e%E&=ZQI!kVd2!+ZW$bDRx7q}@auh`L{k0!@Y^;kaZOCgy<;G4 z{7o8nGJHygUi|*or1h-NH_75QCW2RAUnh!+1q1w%OOHivyf9H^BsIEc!%dc#UF?I5 zpgF&l{3Ny>R9*z#=pTt90npoemmG^%G-~|++I`c(T_tMo%G~J9c^0MD8U;5;ttM** zXo;1x2g6E5(*LNzL2}zh2a>+H#*viMSf_2apLb{*hds^!D7=)_nQ0~u=^x;s5~XasJ2$O*m1#Hw$ma#w74VRtm(>|$3hq7 zRjbP!Dboy>;|Jxa_T<@07s%pZMq((9x~P@Gbazlpb4p}1p5w#lz#t{ItxgI($q%PY=UB`W6)luDaae5p53vIyYb50IuRuv3($UHT3vuZD~~^&VGPC>@4P3cB|w! zJlH{GVDunwk>^_XvD*6eq(wipt$q>^XYv7>S9a?dFJ3_Gv(&hQ3nsy5A9uSMPE5}Y zo51u9PG?(j3c-O-A2;4|eYBxgg|gmD>YxL)o^0|IldBlhQ}xKErB7Q|zZLe;~Hz)^MgkKg1(hGK&I1$HD9m5lSc;~l56wu4TO6!Y4P zvet)ZkUX;+ENp2Mo7NGt*YF56!MWtZK<%%`LY~hmE4}*C7u>-TkatAtlV@=Ts+gfM ze^6aj52yrqDtrT58$4@pPE&1|4u6q{;+J!p&5G$Z7EDL;oPwCw;N>fYu(R4k_E)=~ z>#@HGDM#Szly1gZ){}`j$2(%wLI;0HfVz8v2m{;gG7tlctWHtNk&@dpd!PJML~skw?3*Z%F3oESvOt5vm2c0i4e!{A zUn3|rqW(gk6EBMUKrZQYp%uO`?PL#?l&zA@I+Kt+eI;& zVmT_M6Hzpl(DH*Q-*a5YcPVqembKvx7My`&Ls0JzR}!_!s-nU^P**02<3$g-DUae> zyrVIi-q4qPDS$9=4jl$RTkwYn0*ex)d7gi`~|a(S%&>Pd@PB> z6Wzp}ZyF4p=s=mTwim*Mj91A!UO*$(mk@s^%3aWerO!3Uti9ph^b-B|#&)=&$#QT0 zp$=dJ4{n}@wIrVxdJ*93HTBuVS?w#C4_;U+G(>Vsp zgE^=I4yfaF3W!7x#$91(sejL=tC@_`b$4V(mN1guqKAvDF!sjG_ZZtB>Qr1Byfl8R zZHyu{*;tI(=CCFWRIriGLQa}$ZZTzzWp>ZIB=zc(H0>P0XhA<6%0aL?!o3l*o^k|3 zzulwcnwFmOeQ&V8Fg0*HiZt4*i(XMB%k~9yM1mcFzC_rfio&#Gn72V0QJ% z*?!z=bm^H7U1e^3L0ANo=ou0TMdmxE!B3O?_TPZDf~hFzpQS^lY%LcK2gMqZe8=YttFsXoyxEi8Re=<58eWSpFZSe zN0ZiNlrZnl_&Dp2V=a33pF*GPW+!FuOAM0SE_9}*LPIpecYb@;4sWEMkx)*r-!^EXwiYz3O;{eANV{M}7hqZ|rS3 z=j`K0>2iI%u-xR_$u-G9pW@cu7Aj2lrDIUG6<1gNOR0wQ$AN4=xZ@Xg5p*Rp@7OmPU7p6t){2Kd@Yx(j3AVpT=UK=VvccrHME&Hk#R_-K4Y^c> zIY*T7sT$m;-Zb_iNe`MB#yaCB)wR?=M_7}o?@b9kUsYMPZjC9&)f5PTd+|Opk?1$|!Y)cF<{YMZw$-)#V)u3B z^kM>7k5L`fTUJ%9HmFg+BqnV8jhjTh*S82StQ<2_2RcMmuAH%vFw~Fg1V7f>k}nIN zXEGl)otz5JJ-L6x$uA2Ov|pM*G-EVYViT+C(=_FhwI z@aFWwh|7ms9RF8|?f;5w|L<$9JDkODW&o^l!QD2;q9~K)4|!{keq)Z&dDO97xmew} zKE*{uMcbofM0+eFm-SqDrt*JlK>HvWM+PXSm83$oJkz%ZJ2S1ZvXlq#U&;x9en3rm z(v$BH3Fs2`Z-f8xY_N|qXzaUvH5?!?gjFIu=hh9*zTbi43iji71Wab!6vbc|lORdm z<9N3j%QY2`W&hJ8ocHX%3Dg+ZicS1T`vQSqT~*zlR0|dvy`X7^vo6H(7+c@yX*#Q- z=nrl*usGv2llqdS6COmJpb(FUV`3rXM}4nC>NG3v8r9^sy(!iuSUt{nJ2j*3VVuT~ z=nw4aAmkHBMLW=XE>N$Hu-2P^8Ph`rk#J>j=($4Pq>5OfC|%lRfevSqK79sZ>h%)1 zYT3_sHW0?yz=j(;x>C}zYC5en{9#$fa%68krLAT!>s+GBy9XPXgkVuE$echkonQLZ!X)C(y@Nb}qc;92+4e_w49 z)yp^4%DW%Rg?G^My@ZyCfZL#H~UZ=;34){5zao z5_y9d)U=&FEi%FQ`&KxOyGInoe3S1ajYyzJ?^y^G27O*rbFoWoHn0vtDk5%qxy z;uESVDPzY9WfPXa?X+*B*T?&a;ES6i5u%E9cqUOq?T)a7)F{{?VIW`J?x-!$nsRy2 zr5Ktl8O+g|Nj5HvbX&$SJ;w5z&zc!g=L8EN_xZw8n$liRndYs25f})o7uL!hd-47! zIj+pNzAm~?nob$_9*qf|#j)a-Vjkc4PW^%Uat?O?Dw}7*SD>QCO!^zD%lBZ0bINr2 zyB~LTq1_wo82#=s|Mc5){>;5Y|S@HY7M>yi-tE>qtoEo+LE&wFnts-^q9{CIN>~}?E_z;W*Md@ zE0aVfQ~K3rPR6bz=myHk-Mwg=Lo=91m`eZ>*zpEMbPYio1Dj^ zpI&RvaN$Y+ojswg_`|hA+@IE$oMAF zT8?X^0=_*Cr(JVix$G%3N;h9vZ@;cKRR+hC&9kup7*~n%wy&k9eg26Us3NwxXYWGj z6n2`e+CYEUKVrUbHrOHsHvCS`lrsk{%sUXw8zgR1*Td2&T@b1Y5DlymCOfiILA0*N z30kKZXNAAHQ&?wN6U7)Kuz>mkW953h-^xA$m2Rl_7(Zt?T!-W$%cawkkn~$erZX63 zOl|D^mQGCw!fn;!MDMe1WCCVzr*UM}rF@Zr$d|j--*BJusIoMF65Ss8r>r6IeL{6o z9`&fOIQ$k_es4C`6W7?{NHMdzb??ImZ>m5;_F^Y_k*(#0WZ{ZJPUYrdr?Jvdc5nTI z1)44@&j6}Bo=#bNknKy^8@SS6B_GeisAM!&0eV(BWkViYbRmekoTsyFx-&peE+Tm? zrWPA;D#PhFZm;=nw_*(zcgb5(djio!2q9-Lrg%j#YH&Y+u2az$RVhdcvMhYXtV6pI z7&I9a>_{h_?<=HVFW@RRv!|0-+Uf_v}A)~HpuDIx4 zS9UuDNGT|jA(92gzOYsqy$npf%bAn^w&J;%#+E+gSC}!c#N*f4qhJrlK-B*2F3OZQ z3aFWBQ<%#dbXd5Yo`uh<)f30#g30q0}$d98PeU5R>}inHxSdQ zyIpx+A+9Ll$QF1z>Bi9feU|de1>&-bey9R0H`E!?tjrmwE%yHJ(SXL8NZTC7F#Krl zc9%5LXSp$}gw<77o-txG^GkyL!Sn*)XhiM4QJX#|EQo}sLWsdR+PtsQUu0OMYV4^k zMC^l!Pm{LVKpneZBplC!vAcKt_1RXYf#&bq$Nu$XwTwP*Q0Zx_oTBA?a*E%zVcQ>6 z^3-Py#X-+(Qe+I+Gky3Qk3RT67%tXSXiGz{=jYx8eW@_40;soeyE&rW?xe_jG&-zj z2%SmJ&Yg!A#NDl?zCcx7T94Q}-^*rUv4s{b68KmK0Vh=43qV7?9P#vI=nTV%I{kHv z>I5>eI!{U51G+@HD=(biPE?jci#!>2tFPWsqG}6%zJQoi-fc=u*NV5yT^Ch5)g7L& zq~;WV)`b$0W?VO5J^=u9{t53dtx@ImrUh@I;DKi(P4)MwE8urM|Gf7qett+e#}*@B z`$JA9vB}Iz&#mgd#oQO>HfAD!|Dd*@k9|zyBJx~lO%&rw|Drxj$@EWEs~T~ov22Yz=)ANLTO&?p zScYi(zg%q3UbsN}?^qK;`U01CGUj(DFPb73kX)G+?i^DV&D|JZp^cd59Ot*6AC+wQ zhd21<pWm!!YV@yThPyB;6- zsoc5YAC(}h#h~D#(#|4f1Fo>y>bcwgTrTopan6xeEq7`Gh>gBH!nrA;$cVQ~Gw07i_ z+?Dw6#ao`e|2ID}7)pbzlkMErcjvovC)0JdF6}5c>$7p_ZgSX_yn>5JPV8B3RQo+> z9YT_lXWFaWO)Sx+DH!3c}xkIP8-f=sFaUn-6I-lRX`|u=U%BchQX>8y-)A8zm5JC0OH@% zlGpE(v8Wo(QHxRC+?YZou25~C|cJH^{6OE@ONzLH9Zi-J~acYnM)meMy zhWzgl$BSitH@1NYqKo;a-=j1D1ceaeGywAtouST~VaJ77yso#jf#c`?CF4TKM4*(9 z&+cB>!keDJ_+j0XBgK8k6h~$n*3A{Q-`&rSI!{qUsL#ksJyS(dM=uxH z^*#T5>_h0sF&4sDOrdlUo=v&zT7j{^uEEzR@iOnG89WeJ?w~Kw7?xz^{@cm*#{W5E8@Kh3OhsBNMBu*GC$F}E^2n$( z;{%`k8ZUP@JF9j0#G8}cy$0a00BF_YH7Nr&ejEc&lOIjTud;Uad$r3Ost`n`dRlNB zE!v?6`{Uj>(O$>A*q2uE=X%;_ZCsP;Mh68p-gYu_5WO{E^}0OqF@|hc`u*V5n&S!a z*d4A1%|kkZSr%E6ZQK-pSg3V|LIqwc#BM^^V(8R!9a-3vNPf)a>TVu1uIh}HWyoTu zZ*3aUTEQcn&XrN?p3fiSA%|cU+MauYRr*uyR2}u6x$T3K8{19_F1F5(!!k}#Pl^9y z8E>*ZE8Uljv7{JjYWWjj!)d2mhJwDK%%|FHRQ^-keLcVQte& zZAe=42k8~xtf~l>S}6QQpUfeC>Hfvkr;CZ>LcPgUIgChO$5mPnW9j5COwp#Ee`wAO z5`Pz$6?Ay|sn&xyfIOc`y|7(SdhqKxJ(1Rb&6~8HJ#HSnYBLK6PA9>Jegn>+PV~V2RZRAf$Ew8ja6)(S(w~2bgEq2QuQ(Tl$oPzJ~DOEWty?iDf+u%0Z zSNtvM^lM8ncK?faLsHi;H4d@GMy%O0m9I@VAuw1cz&hpeZ~{oy_ss+fKPtGqK5|ou zCpj&0I<@R=*kq~Dh^;jS?-tvv*PuJXTuJ$Utj~M$w~tEX^vafFXSC4u6V9+gs4F>6 z5*+1=DzayA%h|juyf5fTR}XCa6p%XS_}+sFf8;z%1hyyGMJa8l@&)#-E&xFXb_I{h z|D&=7P4yoxI5lN&>S^Zt`+UE(v|=i@ot`;~T?+!;q71=qB6>}gth8!0hdQGV)zar< z-s5AV8rz*9b*G}qU)P0=gN8`|Kepa7s>wh88%I%55wTEuDhSF1q?=i^$d_)A&e1Vi zML?+uNS8?GBu7tj^dtw2937(>1Gf3Ue!ug7aNp5@-H_k<;S`+&1(E?dJ9P_2IZN5du{&$PkXQciAFC&XKXO!Mx< zZKa*a1<#?;b9d~?9UL=Ofx^!^xNe5GvQVm8A8%ye+OEN|AdN|(8cpX6(+|+oG?MIR zS1|I4HEvbjx{_q!(c#p^tyh}foXt(SGl5d)x(@P>Nl^EScN6hWX` zDBtvtrTfIZoFG~WF9DR1I93@O;ATwji9{K^)oe~zT&i);IF{SOlxsqK zcrn_8b9^poda?g#_STYy6_~!&1ChX0* zR|&1R*DJeyl8}m0)O{AQ7+?F0lwPCE7;xK4Uxjdv!R=2NCWe8?fhn3R>;WM$rme0J zwqOg)0{G!?Md$d7S#l+NObzB-n}KUJbz#ugqfSh&DRF4I5`J;rFDm1&PB3DA#HP#) zD^$6)x)5B`nf=5n>xbPpS-E*dxO{UtI8z~G)6yjN6h{^FXAy3B$srtI`&;xJA+E8r zaPeZTlkrUHV{*%tc?)yqWxD};uRt#?AGo8=*MZIXj*MFj3dFMd*^^JbCxy6~r+=)v z-0}IpUZz$rIvJE#a5;qDsb}6b8(%=&rbKQsh08UCkEm=MA@2U3AP_96JZNsK?4ibf zMo>%M-?Cdprx8Ph?2e1g8$FIjGiP@d_V3ExWm(gW6hb`@*4#4lTf{_emBZ#XU0*;Q zB;XeH*AL;5=1eZ4**8r^li92rHJ<6dm(I9*YFpWQ$+2>iQvi8rJP`Ksl1umYcSv~< z=w_ej=@teWEyQG!&jx~#1^m3DVAKPpKhOQ>HjJ}t?6!CFsDB|BYj>~AKNZ^2D`(fr z`aK|TpH02EsIh2*X&?N+1`a~;75zuE6iJkM)=c3PmIIHK$7bq#|B@qfG`NnDSt&rM zwvFOGlEC7<7;^XdL|rhb(f*hj-FJ}ae2K1Zr{M@O0S}$03Fcg<-Var&-U|t*b{E~X zPP*MUAUE~Nij;P$M686rA_bgVIGtf4Dy-_0_2UG@F5Eul%CLUXvjYP}L)pP%ugV>W zgf&K?mp#1Soi=}0YW*yP8lJ_fDQ4_NmKgP%qN&$Q0oY>TZ!_IOI^rve5m?%`d$yUy z5&0cS5&f2Qnaon)&x%U#*!N>Yq?}F)mrf#`fmCdfuD^4lw$sr21nwCa`uj0S#H}Rx z4xdNPSM5!3R+*oMpjbzD=39KZ`wvY8OFz5P;2yK5*yh{&0#M^ujcFrJYI=v9@|%V* zEBMz3JSqQdYu^ZU$Vht_VD zK1$jR@&`x&A!YRvF0Hn@v>eU_dWNvf5(rbAVYi+mR-RLNlvkxR)Q< zBP7v>m6v>vr>i~Y&8x-;xp!I-)X#`C!D4fRPe+B0B9Z&$^u&d|_Z4)R?%tMzK%B#` z1<;?gZBfB#`gTrk+U>^UD4}gk_360({St-kp-KFA?=k|U^DH<|#5KqPnBFXPUAOcn z-2NC_gIpe$=QfnE)V~kouiA z3+?zsjrt_X)bZ4mUC$)mc#ZO)y9H#U*0I3LIU9PVViP$}N?ykC4h(*((f>*kY4@EI zn!u0NOj>z~9-73WX0hH%Jw8H(iwZu|UpX5yd$3pk>A}h$ zj;*TEqw!k!-wBHN}$N z8`7NGL<1?er4F0dWF_o@J7TzpsyDTt-6xjJi)3rBgAdQ~5nT+%__ePEnEpA!Dt)o5|BVEiz9sf4K6!L~Rn5OpcC$MX4VT^>@7o zi#*rLrg$Ii%ADWl29A}pC}Qn?B*|&d_4k{)RP#3n=Fs;Ba;$Z$7ujg9Fp zuWLN8%bhZ-ZvuFAkkke9cflQ?>h>+8X8ETR{Nul(1a0m`9b|;`zo9^+fpHDk`Z@Q@Xq8_8=6Njrc2qWhl`m%E_jJe%C zv~%eF)3%`{TvE8$?@a;!*u3(i>kx4%;})H^&Kg^~+;~gCxo#>_=5U*aH~-~xWRJ*+ z;Th+A%!A+ktWP>Rd`g*hUGrT7&G-Sib#Myvjuby>!Z%b_4ied{;biAxm{hll4*6Njy$6l9QW9sFHzgDXT3y$PXEw6lI zKf*X;!M{kYB4H_2;%*W*8N3>0q4-%X>MWvQ+02;x0*>oAPjL<@?Ir*jPDM0N`I0J+?OaKA46dN|7aTRALpfoI#nJO zh7(>JblfQoEMZa#mh7#FZwnq0uL28*!21E+s)4`A@9C|--X|5Ghc(0H&i(b@S_g8U zh!Ottv!bi>U(ng-Ii>y7z9-{pNUVlJ>t{qZjBYXE4yf|=xhYv%3+H6$f^D9THt%@{ zBpHxsmv)dL!trzC7B`u9Fl!?@J@)P~QOiiKpGP_Wb@~cS^sHg!YXk>iA3S@`M&W(^ zhd$jxSnQeB>a)kq+0ufgZhj~EQoJi0qgmq?mWI~O-zC|BuocXPriQZ)Wx{1KM&m_S zZ8J<9Ifokqt(fv8cLLQ4? zEa@H@dn=63{}1@TcV z&%MD99gq%5#ex+&H*hb+C3`Ze;~z~Oyo2Sr>wOu} z9fu-JzN2F*%$VwjJjvxPB8*w3EuNvDZxiLVIiIz8U|f61pkIxQks&v{vqQ~qiD}#* zeI746hH`pd+RyqD8(rA=yN#~?al_fRT+MFD|6M?hP^P2>(_r?o-BFh?PwL>dZ{~(_ zGf}fNFLO zQa!9cD&k5QJXk!ej6V-{BsDf1m5dW>mTX2%DH`d6PZV_#9HzB|l|xCpy`h}a#R}Ob z1JEj;R7io0w&0PZg^e!Uv1s9T59exQx!xKJ-63spg|BW4e+IG|q~VC~vMSYg7~J+8 zj!I}qfW_fDGSe#ow!7TmtRnBu)4jPe<)zhsG#9is&*HB4P4!z_jU=?2F#t?nB@e1K zwcKm6u_S0KiMn|fkk*&)V&JKh6oF98wt{2D3}q*YJtfQ^Wmx}?ic~7PH_1tYhAMY! z#_RW=k37D>nox5$J9(szf9$D(Db79PsG>x2GYdWSYWjJ1ZF+;H4V&KmjV4|o040Ug z;>pfQpAyUQWkD}hBt zi8R^64*7@49Y$roLZ0wM?D?jD5S7J7-NfG#@jOrr_(+!~U@47M zji-Yjn}4GUwqnIfiv`8_U%%n5lEN&=(QJbSR?nO|&NuRtIV2jKgT0xc?}gRoeJ#GU zDTYnYfaf8$7&^fSvXDTrY=BGc4L?6BbA%LG9X9_-R**M3P}{*WvdcQKN6DH!d!#k9 zGMxYMw2b}tGPfcHj?!cft^PQ6!`8>cI?1MnzicndoJISd64Yk*RN zoj}n8?a43y?$k8Fh38lF&2$bJN&2A~mLrbw!G$eJAJXBqA&&`&@aEsSJ5|w{4VN_v z9Q*pc?c01#_Y3@QNRV{Tjce^JL~X@s$fu{$zNHKo>kS{sxML@pnR|EdR#k97zOgJW zHNL7|agl_;bUdc$w7O#Pel+fS0$#&Hw$P$J#gS}S5MR~IptE>Sf$|t&!@<+e=nWTT zMISm^aED*uFSQj3L-WnQz~>>y9yR_rO^sD#=Ie+iwiPEpr(H}uCS?~8`T9+x&9ejN zsVzZrLZ(OVp5f`au{z(({-~C*_{92cPcmt4ul&Z;_GS| z@K1p1O%4Qa-E;>;0er+gzo_>|E4EgB6J46JfRBx9{l)B{xD%I*$cK>Z!|Ae3R!6o# z=x*Gm(2iqiYL4cF0*B0Ps@So?yG`K}$My3x#X?WUYqMeu~*sgt>IaZ&$=@2ZK=vIYd9jgd{$(wxN?|G zw~crxqtM>9zpUfwss|A}#2t3_yEQi%RX@Gpe%fuk<6j?Wl2qxd zP#C?_d)^W&RcK_QQP?-gCY-P_jJjTdOfbHEV*Sp8*$b%B(#>y;#J{Tk##WNOUuO3n zw+S~27ZyIS?M}zTc2c-EHTPpWJ{ezoSg%mv=h!=@vTCBJ1U|uW2lxw$O%biyq8{QYwo4zJ{_qc4fF?FJIBrm=c>?s32ksl(l z0XQgg{crnivgV!HmuRXy7n^}Uc0B6>sW6AEI(lbI2^GF*;xg5A6QyY$uZLBAU30S{ zR`~kDzA5A*_1RVkV=YtDs4Fk>V9zHvZAfQS9xS}*|GmY8y#dvDa;iqA9v=UUW*yuI zeZBjt4kVcBE_nN`bmj5c_0x1Bl+uEbwJ9=O_wV|W?29!}ei99}g%I>42>IvcN_!pZ zs8O%;dYoDO9W0X1Bh49h9!15T63Zy*t%dL(D~UphCPwbj!8~Vv{#g>h2XUkzf9@ea zi!nx|ag6CtW4_+&DxFynZexTcZ;haYoC5IXu`U2MI&`8_Z|7PgHOUfntEGC!Kik9U zN{yU}uCkQJh+edpT0iyXBA{pT{NJhVeaFltg`QBU5 zslsjt=p0zDHl~Rv+F*`enMV=OSVHK2<`N$!umv@K zn)?;=`{((>+RuD0F3QqGQ{0RiFGF<2i1b+G>kwa#n~skqID^fk(^Q0YJhQFTFF5Gf zf#zi0M}Dj@-}rDO7NDq`HT6QrJvwfp+-!> zQk3GQ)@T^b#-t90k({Ah!rY^2s>=3r<8!T!cY9^x&0DS~qnqp_?t-SBMiK~#xl67C zS0w)@JZWn}%<(|R;OIrYn4T3RiD#_#HK|AFs z*^q0iHDAUO2i%$cw0tbGTaa$%W24Q3--cjv8_}m+g=VuG?@EW3{s1i6YS9{Jj+)CX z;kab_i;boU15QI8pSLxP^whS4fH`yJ>+@IdM8>b!qT3OSF~*&$WTw}26RlZ$wyDcT zib6{cRgK)9Sh{!I&_LJe84AS zT>Q0;&=88FiwA6$bW&g|hGvoR_bEt%<^>jtt`5y;Sv@421{GZ>?`bNF3`tjap?TpphL2KJl?zEfqHmw-uObO@dx=zrK&x@lTGKia$aGmcyQqK) zO-Q2$YLAryo=q6j$Dn{Nz0g9mIsMZ9<(b@=wGxQbM)xfUKhDy{g1|u zLnhX7JZ~^2m!!e1%MUiK-Ix0!Q77{JZ;!;q!W)HuqrFSxq<1datt@37AF=nTt{*#; zZrU3UeMq#PnSVwTi5(66Fu};}_KY6lLm=r1w9lnr-mk{5a>VotnZ#bUdS);uy5r5& z6|CM=+nHt4p8dma)$tJi^)OROCsN5~X5RO7{JazhT8{H&5&BC!;%R8HJQ-|>774-! zyQ&`UPey41p$hRjMSZT7@0|FZ0{cjDZ2PMKlf~eq`9<$J<4?5zV#?F82DS!jkdUc( zLP1`fO)&Il{Dtm-)z4iJxnx_=Wx}8{a;?MoJw_qM%=Jp!wdzKV-g61IXtw)V| zgJELJtF8b8i551@&8- z5y(Z;O8bg(;{M@9x?%(^B|Q+rjm4(LuIfZz{XzS&^N@tCF&gB~Um`?1Fetj~|I$=P&9=i5Osock$p;=cv8L!4{X*)Oi)Pyr*wOQ8NCB$D& zI@Q8PEAj2(yvynd0l$jFyiJy69GZUmtM%`p5^ko~LAw8L zjfbKy_*t9wHqhtCf3CaLs2-2oe1Y4HE4pAxRZ)~f1D&4U_gKdAua&Bs95HeP|9wCO zkJ?t(estKI73hs@U5yK61EGvUBGFLbu*ci(H^ag#!XF!8g!y1ys(PMYI!gS%QIv4!CXe>)+aeiAT zzCIhKJn$uY;}*_|#pjD@GG8ZN&UJd~K^FOu&(Y`d0;%%jTZc*wC)ZV+-PYdo<*4=| zvr;Jzh3X0CWkO?zrX8f#Sw+nDy0KdiSHn>*^-hy}6ZOfyi)0UPi@vBTvA?06L8^~Q zreQUcc;$j$0)pH7aTAQJY0JK*9#P<~I>%QH5*qylC}+;bJm1PS?znaLDadG~1dIl^ zJ(9xl%%w8TA-UF%cY$E%Npeb*4is&daoL5r)4@phS5&aXZ|X z#FS%>E#OD`OTiQ~Y+G-ddIM*PJmwsW+%->OGPMyXWbh%?HJyt0sLWz*yi5R5kQE33r#2 z*6RB6#a<3nMD1yD7*+zxH)Gerl<~)a!c?X93l6DJi)k*5?A8ycW*J|d&9)DGJ%R0L zrEAVi0V}r}dG_DkFqf(1dH+5Dn?>>^=1jD{*vdUOvLBh_q0Ba0T`lnkd76E^x!y*Y z$dsJA%TS>+zB1*~pYh<4KF2r2kSpn_FFa)N1tq7VY$+kAHPn?OeyL#F)s;dI3Jd;B zS~G^f9<^(XOSG!|td{&dq_F|ihvI4W#T&|6Evf74#-*nJ*BBp|t!Vj@eC0B1@|!2# z{6rW2ZNM?WdC0Uluhmu0diei0jTEg)+-Mfg2sO6^TJ~W3*&RUwdvzOHLN{_Do!QUG z`)Q=rmVTo2enhf-&aa-O)vkeuCvt43j6==x4?E7^Nl4F0lN+R z6R7Zc%|pe$uc~M8B(*9xL&q1Z0B!De7P)yv14Qxn$-JhV2;5Z_kn5}E zwQwteLO&_CVMqE~TwKpRX4bN5ZCs7}bq-mEJP!pQSM#$Vt(+a}sk>XG@$$jy6{$6L zfG?hCxTj(Gw(`kvniku-;_l%{2J(gp)Frbeh_CsBO@x~#FoP8OMMq^7O7)nlj=vp# ztNrZI?{cfl&p6CTLI7dOZQ(>H;-7feXCL>8 zG+C{Q?C_>lW|O!c*$>*Y;WIYAb}|vp=OZuvOBwnLNY-jKUp@Npz(J<+05GGit4p&* zXA6?*Wjr$rv2q)!@sb@9a%icu|4LUt=_@mkFBjX3tR!B1@pIN^|2z}(D=$`s=g}K+ zwyb*RGi_@~Q-{mU%yRUF`HxQx$X!|u|1D<){CzCBX8Yf-*YhvXB(3IXbY4Vk%Z84h zox>SrE?f0YXIGN?K*t4lbm2kCU6$1{n_jIZ7&t4l^1WpMhQYo#3^=4K{kkHvQ68fxL??kBl9zt<__GqK^>|Mr(EnAdcxjx$@Ti-I83g zKt%T4u8?Wez3Ewvooy=vottRX0U`!p66=!1Dg&^Of8?XWfBh`cPwEY6vpq+ph=gX< zA0e^;oqs;+25RvGbwE07%>6Vum?Kk+`8VVX2b^@t77`Y4++5DBcC?XIn~mRPc(bH& zeKSp=eRW>DHfiK#0G$?UqO~qV=kc#bd)U}kt)XtvPB8DVQLE%$C-pjznwK}zJ&Y-w zX}$?0GAoyrR1>rt8?SH3-+>X$!%?@qX3fN9_*X7|fJBNfMl5?CUuI$rTv=bkK;>r<-A#ai-}10cqLb(z3eGA{Mnqt{9e@NUB1DaW?eIs zm7VMeO%k?N39LBK-xNBe@ou6|U#T72p&F*7LT(;L7Lu~?xX{CrSc)>xlP*`9Ga~C` zJ3-ZH%8C0%Xd^pCM6TaAZELiXTo{W*HJPV+XmA#kJnHux7lmrg9l)lgez~{-%{)0F zZsO#!@~lERr|yNB3JDPbWnL$*qb{=tql&?XPdHE$>>*iBZ$qcDVoFrfIhldh2~40- zshcsv#44vtS&XG1noEOsp}QK9AOE)BW2#$)>YZQ1ce_$iFcrIEp8U{#BE@QMChQc( zQBC#K5Ei08fa2oa=S4fF5|N&h%hy}Y)?SXwwCSNu*kcp1Fh+%W;kpSvpagKmd0E#b z*qQzNWgj!P2{Sdm zq&ry0>@(2kfie}}k@=RXdv7HZ<8mrG&q21GWi#5K3tz0DIiKJ8M-yZ5bkokRO71RR zu+wI=OupY1w^IO;DgH;J!{}Nbn0+2hHZql2)RAVFU|8D}CUt;EoNqqSBl#npGbcEIJl0=d%8yO9`RGWjS7)QZ zZsu`Th-&e38Q3(8;-tPH33;)hvljD}qTtDT5A&Y-<8trOna&9Mx6f%q0n=%0h$?;k zh{)+l-uWQ%=gEfFtuD`9b%-Zf^5@N_g`4S|Is3kERq6s+`tL8+C=40MdpE}oCfbPLX9p$OC!_XPb!HkuBdG@h;7jv&^|S@)TgOQ z-TOz=|8@~|+cYV0AE(k%r)R1)`;k3C08nel#(1K0+K%%LgoAgT@wG|%>f77yN-xq# zal|huX3^#8;Ca_3mYyG$jhHa=JCD>&U2{`ZZhQ&*&T)!n+A}gx9+ucU^KcqR*||pF zBE1T!JZ6ziIdS={$W5cNqJi}9GxV)C86G?GAP)!VKG5vuw|1~2w{@ri5G{9ket)w@X7kNS+xzd_p09^VR2DtFj@r8|LD$WL4L@n+fw~DyuUyLVoPW+}Prz1xKj> z73aYDTdO}z#UctzTjt}ILaf{mq0U}~{Lv9C(T6<;WqQX&`|r)^BKoDAs~qhTe= zmto+<){YsW5~UG78>~F;=D$?_{xL`6_4-A9 zt)S|4k2BuSyB{E^alzy%9t(;S!F)=|KsviE-Pk8C^JwY@NNDCIl|4H@u!5_1FaWV_ zUa_P(UQ-n^p@_VCZHa3IGSt$XB$WTP%6Q`}Q<4ueJ#{P(C;9nINcXHUOa9p~TfN^- zlwon@ipjG9v&Ue8CL?`JnrOL2S$F>ddDb)Sn32;_ovwYJa4)@&RgJ%+$DcdI8$&rz z4+>m@P0ooB4Z?VQPFkOi9(g_Vb3z`MacJXbUP$avT}X(OK=X4ulAQ_z(XZmzq597^ zpPaJqM;`_m) zakI>^cY26wtFz@XD1s|v`Ou(b+CV2uL@4bSe3XA2jNyDXV(1%``z~?JzfmwH_fXT! z!HPHCl|9n;3e6f;Y-^qlaewtPG9hL4)Kq!15WbIadhmYVo>=1#N~}^GR_^O?de%l) zS%B5tFKv&9f$-R`HK|u7s!@sV>-5&aU-SjdZ;WTA;^jC1q$clz;?rLr?|#S=qJ97C zBeNBe^6W-HjEVw{BG+o>N~9a}ua7(_ppZxsR+c?LN#N(0+y8pdM8FldUG zdhJ>s%zqANLMrw``lcA_zX>BMJP3S8F*p|x!tkJEp6~LE?kv?KqW6p`s~h@jJb?em}=ydkg7 z^w%no=kH1XXgZbqeevZ+FaOa5IDeM?M>GFWKY@h6%U9+EY78Gwd4tbW%j{y^Y%H@OM{Ul`z>ez1IP**{C7v>CVT$TX$W}{fy&k1o6vb4tE+1dTEsbm^bsOvu0Vr*3T z%f9_h@wmab&Aw~oSOtHvQu3z&?B>W$>}2vUNhU`DzC5K<-4wsFR0Z7A!^hOb@;l3n zMg!F*joCXBEg1nryX_5Nx%ZCqw-0#9_ZyjUMA_Mg6#OO;2N6jlM{$6UJ*o8Yie~fb z)zDuZuAc7l`6YhYO))7CqiKieSTIbdZ40hbu6T*gB>G=4!A||tb-lqKpswFwbQdJB zQCL+vgNcd28bQ8Wz2uW@i+uoMAS_&rS=gTqoZMbQpV>+Y|@Alylfl=NEKM(I)B%bMmLl*09P9a_1U%1ku z)=_tRmMmZG6PIVdbkJ*+bORi5S926DszEE=pYyHseYw)FMx@qSW~6o8ekg}= zsKq^AnzdoiRgK<8bQC0PV_77U!~*CLo)1s29~xH3Zv1(8Q#|^ZnjND@5^@%$xJdED z0J&58xl|$h!^K;M=fBaJu^IEsfh7u3zpXpO?)8 z=>PH7M#yJW^~{?#5$M<@bx}L;3gxfTf1YFdxAE|=N&bk>T$Nl7KyVkv5^^?GEc@VG zMIx-m0a~|ns#qD*wJ}Kx}Y{_zo zUrFV5O+?B z5!#vQyeV1HC#u8c@@2HwEwZYd)hXR+6VQ8&9igT$ZyUyBl_VmbHjbfzdzpIv4fMr`irXxjNwN_%aRv9_Tes<)0@Ghv;xtNM0=6q0<_;k{) zh|c#2l<56o_xW4?*u^lLKY))Vh=Qcszo`B4 zx1E^i#fyDwcPqYLSabFPd=wru!1u5Qv38w;yrX20Im`MvFkc1lvGrF;gLVXe!6#ZY z^qQiTY7-3*9^l!Wq~P5-5{k?DrseN(O0K>!M_o%m-d5$R?ZGPgtn<{E42~L;6|s@) zBaG$GpqHmnFXSpsd=Q@8)nB3H)p))3l7=U6iy^16;M-)7>y14B*kUdd#~V5E;t+n+ z;%v*-4IBRyR$q@JB}EyTeqO&ub<7TSXkb^CgP}Y1*B_*|idgq>Qo^oPox71yYn&?{ z_XOGCz%}Vn^{7J-Ia0!%a;CGVRzunCZk5>5l|$5N%*iYIg*oV-brA%&-Z-L_LRCLm zg^T@{OEcDmVlA{NrlZVce>y7l5MXq5^*V5p!X;MGq=fxl4iV^ z_CBPr<*B6WirJ@GPe9N|dWs_7)$1pI8Qp0%T_8QG+|O*bS^K0odHg{xi2KNeLUB4s zH~Z@vC|EY@Fdb7i;XC2MT=>~$djG}3XYd&dZQ3bNp>-PokQYZ#jxy$i-J7*p@TIRW zuPCxvj3u8}E#+Pqj*xGtc&^BnJ{P+x_O!u?1Jh#!K4x2>Bj2`an`7TQb!DHOB}M7g zzZ1swKna9z)Kz&~uCWY|>ZuI%I>07gIvoqKg5SYyvIZuzCWm@QfbF~=4kRJQIv&xo z97(b;bw~?GHi;C66<_U?pjCWwo_KvfnGk_jV0GqI+ncS1*KIv`8kiE{786;|M!OMyvp+knIl=S}ZdI?TDWH31U_hlv)jD8&CzRQ|@AITf z=pGY}ptT+l*EVG+3{O(oJ^k;IH&wL7J~q*v_g>ua&- zl&P)RYMZ9g)&Bc+0F8Ts`L8|Wnu0thcvVd0!K{Qo$Z;fbqpQe!)5W%`E}6>=)Gf#iM}q4}Ona0-cl^BY zLdZ{t{i^?r^oW zkEFK59C&#_af~U}>f_g;oiYIFhNzy-J^ppY_98^=$A_Eue8?}rRr~til0esur@9A9 zndit$vE#%P$@VYL&$!k-rd1@M-*=}OHTSRNIq$k;EkXmEarKagya{kmGh;fmgDhAy z#N`gIZXsu3NajExD0K1EOE7Z2YWwfNUln(#%j+aAkKgR9B&%*tHe-sPh3njt%3hh@ zERFgRT2bY^o*Rx6%MrqI5gn*n{*@ZOiL+eg!W@tH7b*&H#J&m9a|>z$J@iy%MoGSQ zQQ9~B{?+6YD~{moMWYFMCgWZ`$z1(J+(#*1`PyV+plbt$k|UP0^I!0^{F5_a9%gtaYY);V3eesB-MhUCoS%at2@0q$W2U9ej%qn#(H|#`SJ86i}>Lf z78yL86sH!PVB8(2s4-AkL=()kILC){=hYBVR= z4cd3pi4Qlk65WvN*%q=;0=cMJ2a&6U! z&S|FAY_HNMwMT-NB4@&HTt#$gz(eQ@NP_$DPBZ3IgAnVvX3hJX`*$0~$^R9TozUH* z)mlnXsaiFO3S-NF(S1?&_x~JJrPK#r@XjRu$2$s{^o*KuIwEGs^ZSAFb^B{*1~Ejg z;d8Ik`wp~>KQhP-#6hRmQKg#NvD;D&-f{@jsQ%^z4+5H2*0S2RPDK(NQy7|dMoWyM zqbmmAZ(QA5{sVKz7uyw>zBvgz6E!GW4P9DzEncxQIG-92<*{^V)qc3|Rkw$B=rq7Jy zIJC-{OMAQ+S5;~aY+|qS{w(Jg)JuNHH(aeawH*)}!E}9{hb=@1+pG5n11ORQov(s}tJ5RH;o;KUdf^yFF%g$3%H}`QkN1O2|SLl{WTZsUui; zZ)dUwal7eFkx~1LQlBfnG}0HP(B;1UMc=s33u8N4{LBg2`;pV5i#sttO@!4%%+gcF zjumjx=bi>*xz`*q5XorXu!N$DiPEus^G{~t`*a_j>r73=x=O9Ah2sZ7KpCdu;FQnrAm>}34!7bT~4 zcB9kiF9fkISLqq_rKnMM7h;8k-f)Ge-;_;ELQGqVomf9vmb564_*INYn1|+$l_%?Q z3~y(h8UJW_U~0T>8_T*z2o=ec&u*hCm{d@NW=yes0gta*g&$W-8syu`63mo8Fdi3P z^B|X;-*FE$z2CG)RI?{6 zGpUAfZ)h&mPCc*Tra(sfUW(ATp8nH-V%bUGbkW~)SWn`i$}nK^4#66m`F4zp_CJU=~^ z@v{VMf~p_}c)H{tn!Q?6o&z)+pu#3U(?0QKfzC_Fg8Iql!(-OFf^^Y!iZ9$l-=Atg zU{+Wr(+qK+rH4n5z5<3%hYTH~fBzHyFiFQ%_}*U|dD@F~4KZ_ks3%-D7(WYeASrin z9v(0BGa{LHEmy)QT~UaHL+G}~!vKA&Me{qRj`Gh&3v6xeZQiP*3%STtre23(0;iRC z8yBx+MMC?4Eq0qpS6qMYL%JFo^9xcGpV)Y1*nPJRZsvVMp7ko zD2P!Ck&3blneN~2zY>N2R?SNOZZ4s@j-ZMiCAMtNw6VuE_OgdA+eqngHjtgR_DCsu za8X8hr$wQnNwrwbtYP`9m~e}3pR*u7Lf7Y6TYzi;=A6K^B@ zPEXvWg>Iw_H(>M-_i;vO+bNgPbkNbC#Z0)I#Z2&hhxu}}MdgqOqo!^xJ#+0-X7%2- zHrmyDYt`qHv!H>NB@Uf)%}ZN?gJkZdPev^o_3cZK%p_tdnnT}qn)yRUy_|hQhbGMZ zPY_duru$)lhne7oy1tbx?Tn@KeAsZX1p3rN4tMG`ySnqie%4p;b>UHNNATmu>V2K| z2?u`ll42Du%d*&@t7U##{+VN&s?uDWg44;1m~X9YB$Rq1Hc-j0y!NT!?pPp-hPfLChxo@m( znOvfB*&ncZ31$#1dc}0pHJjwF8x-X1W`_hyQgWa!gezM=%!EGAubpCL&b7&^B&9`y zl+mGD%|6|?+52ypigA?~sW>!h4BMp_{B#Vjg|bf)le+MV+?sgLz1P>RvZPmRu&urO zV{?MUXhVf$@7%tmdkX2vKxX`=uQ|}?g1HlD8p~$9wP7&=-TOZI(&r898E7|Htjpg2 zeh$7xdz+O%rn@)*C}Y5zl=W>&d`A5SIt3d6& z0c`x-rv3+0PcY(p;)K@jMt85lBDJ~_GId?^}-gMQT7{W~X})dR!I z>t$U=N~?+xBlz3Bu#>1Ky47K`-`Mg(8W~&s4u0g9PM-F~XR3H&{WIx0GX1x@s66%Y zCS~HqpIARnSxTOzoi=q%_roH(q{9xa(@P@~vi`&?1jmN7K>*?=hZoHcB7oO$uOx81 zcIL@fMLx^Kg1Z2A60pBr4(1^9P<}#PWa&lquto#w@}&hYQ$CMC(W@Fe;hQ>cjPGuO zQ&sr_i;jdF$7bdQO&|1-HY1;wYrw#pn2%{FBD|d-xO$o!(JTKGaj{h!;Y~@B)h1?M z-%?#0s0|T&iRMFRPgIp5?nZECS2xPV;>{D&>3g`cjuVOnRv=yy?;^*Ny8RyY>M6Ls zcLHlye}8>$yxQ$1eSIZHiYIW;^aeOaV;egNdXk>AyfjxlH&;KFy<$WEsb|+z>5JF! za*~az= z?MFkqj_pk~(8nh|(1DbhYe%JNUgun^FGMm9|LS**M}5h7(#V^ve)E&y*pl2Q!l)SE zT(`y}RC}d7uEuNk6b~mbEUlQQ7h;*#ET8xpNU0as=6$MXt0U4?$Y|T{m$mC247fv` zw>7LG#g5f3X0NuCs9$V5b07Qy@VcmNk9aoOP3lHkQySrgVKA4(0dO7LQ8n*44)K@MRBRGwsOn zSu`XKzQGcrAu>G8k;oijGw&~~n^-L|*5L|;_ z4v8Gi98l~yA^z<;tR8tHR0HV!F&B zsBuO)MkA(APWU$5E^t1xUZHW=LAa8o5~ zxsA>_YHMh!QhnqsTI{zRZ}vOQj>S!3#9SZbaVF<6^{ps{?9_YywBr<6FyRZ1fvl5? z1;DJ>8Q8r|{!Xd3Y_toWI+*`NH~#%KX;2f1`=Io3JA}csTcpyj=1}60;vCcTbzo<9 zF8yM9@L*)7i`5DrsTuQzy(3CQ()=r$T;?(+L(rYytax6OWyuk=m^_PoQ@*k{L-@Po zWz+i7+ZMF%9hv#efHY0#`7R!_=OJ{W^1kMtvsdM}XTCUgyikgtfBhMD300)?9bDZr zdAl0rKM(D1Dc5{1SO**QUP2y4+z1l>@-sN=2l{Qw1APdaHi_Quv-znFN*Zc(7s6PZa_m)${EYH7&yk1e;9N5*mRsx|6*vv=IZ=rqekD# zi+qRdngmJB_%Ni#Nsc34@pai*azo97+8hgZ-jV$FPbvYwo3t+ltPjMK7gLY*!Y(X{ zvnn(jriKfjm%@K;0uJu;7LrwB*=b41ph|Z?gOrB%Pd{8yiyz|h+x=A1H)2+Vq zki2KyC39^gq4U@&I~L{auYxCp0%?ey=aZA$zpHC9O&4wrZc+q#Zq6>$+pTUJ^yb&6 z1jHJNb@Q6p@r-Zwqiyoi{zDNMaKja4xaG^1l2UW;pR*H9A76CHM_Eiava$uI?tz!V zRR%m#aX1!pkd0v>3?tv4minzia8FA}X6d`NS3@JZhsh(=UWm%gy3=h__|rI6XIdpH zZe{{HZjcx`YZ}TpBM(7<1^buVmVE-YQyPVrQ>*&^(Hb>7(crL1EJV@&F_GqOb#&>k zSSV#}_Z#gq%vYjdJ1Sd^RkE*gxoq1s))6nNgBPf>q(pXU;-L89tqRUx_3UePzftC#~c^k6Y$@@|VD*!~bajnIqdzcX*+HX3-l z2TRl+F?4r*kx@f!Un-jL_u)3k_AGaAFwH~yYxy5F?@mSDUb6dl2CYs6{Az0CXP>N- ziKDA^uG{PSQ@mJ3-5H>^9M)DGc?kfg9ctZ44-{puxlmtdk@eSKX;^%;b7aqw)Si+e z`N7ij`yN-;Vu*?AB;lF9%=Dv1vd>g|g*rTc{KP1^vA)(JbMq^8Hr1a}$u6MmSR>_6 zm4HIyfGj!x0^l*~a#(gkFdXtgY(F%Owx&MVDXwDeHTr1qvTT=kogp0bKwL0<=ExMH z{LWrE^ahBFcZvazHI30u7-AIgv7^7d1oeljwl6*c@<9Cc@qk%@7B5=PzM3F#-+gie zxufoOtO?21%4c!;_@!L&>HCLzfqsPD)aBeUG9#cwS)#{#LC2A-+HfUCoKr1>zIkEw z?>3lOtM7 zX*b1B1yUAS(BZ_&Va$(&R?JSxfhVc8s8gumPC`do4kod0wlcrZUf_EfDQj-XL(2CrW35UU|Y4VM{4%S&F3@^($v)} zBBEqG#+@SD?ARR4mUgt~+r~vvPipWCROZeYTM73iE#zc1AAjX>@;pmng=JL@`%4`x zl3ti{#xTBlUcyH^D8PRIk;X;Ze?I;L#^tIv{eWj-5yL94w zgw=!d*bbE#_0(1fv198K3|Qbvj7?3AE^T*0bg8pTjoKfJ+TW|`&z67%LEgVj%jeMX zU$-C3ol89eM9NXQn)wcJ?ApZ0uxt#4?B^!p^oC54nE?z1L=Y}PLZ{m2`sr`GtD9Ao zwGbh}-xM2_iB4wy-h>d~?L}gi_ee@FE!^ph@ffpvc>qyA;N^>Z-3+6w*Ai*J(19}_ zoVSkbs^>^;_mmzwYRO-l)&<(R+$oUfm3{t;Yi_b?>$uPEk>Z(|g4kDll@58A#6vPB zCZHJZkzP-t6V05^R^J0?*z~s%xG;PWoQZT7gO-~x!uDC$e6z_MC1v~&5H7zf|pdIV=0b=(!Z_{4{D z9OwF|z!W1j?n~L>e`S`Xn3&1KgL66;Jd%&%(A!bU$|)y-2L;LSw1YQ`5A8=f$TSkG zJUiJxrmVcy^=AK}pyJCpMk|tIGrzp>hAfALdNAC5v(iMKC4U^jJ+J@rB1SAiQHPtF zA|rqTI@!8_9*)>kCqPO{BFV1| z!AY=TyQ{p*aK?x-a~tLn@Zmfz1PT$Y8fox?#-qQ_SOyQ@YX<+FQwGE_DyTHrt!hT$ zIs&3xD|6I!GD=d<6gg?6CKB&YXR?pD~JxMKTD`;gQg7lTyL zH)~#pHLMS*Zsi*?at^7_vuXWa*&RV&zj!@=NLWq#6MJ~|b)y2ccJu(4|64}4RzR-O zBBYPw7YMN{`r_M5I0xH=BJZFP4M%! zj~`M*>ZRN*q*$Vgq2n0gpB7<${H+w%IpNSnD2ur|sapmy+23K2^|naO<)r*rMhby? z>o02!NuC=$+LVQLt(w*>nb|E%Gddp63VGj17AjGitVn*vfA7(U0ixQn^CK)q#3#9I z%BY+2e(#T=Ve6*VWkN9LL8I(OZTz7*+oDqzB+l^-a6sDPr~SBrZ#=BX)y-alk(78HAZ8O z{wm82^T6|$8gi0)??X4#4T>dW)Zb0 z2{#*Dss!o`cCAiIo6@&@P!BatY;yni{*sZPv^%o&;|k#aaLm7I)+gX@LuwgGLqrrC z=t|Td1eJqY)d1nmV)f}-v4a((tM|{|k;IY=rXml?aEhSe%F1Gp&wO1%_{klt%aK3|q| zTxD|Sm)?l$yL*cQ*&Gn!shRUioQy%RVR*My$^NR*u{5t7De#ar-+}bc4`Z{^q_wE} zCvc5gq(Zg%}v9Vf|Q`LFU`cmp|=|wy2tVX@Ayh%uD-BiOh zteDp3Pu7SUUJ1=2kq?WL=#Lkzk&StM!a;_YRIz@>>0RWzKU8!%E|A~yL z*}1D&^dUY25of%QYk0OzwgiX`u*f-#9M?Xes*nipTtNGrR2yQ#{&Vf{y$8rujX9ivrNpm0O&L>Ta#78v9>!11^gq@mxKd&75lXmp# zo_qoZztY5sV{*%LowJ-^<+a@v+j{bir^`Nw^TWY=spjRw*pw$H1oZvfxwW;SxOQC+ zd+CZd)<=>8Os8FW3VsEb$pgqcu9^9Zqdy;rIX9GNd{LxsG9%_|c>zDjy5)PaX84(x z6^h@g6ZunXr&m!F<<2r zoL#Ohyyc$_%!|=dFwx%r*vp84a=Xy`>9?)qy&C8>LjKbJ+nK=#>`X8$=5(CtU5qPI z95rHQ&M_}=O_Ub`pKWU@(Vkl(>;C;+Hrfl)&z^i%r%4;Ud-xgfgVYjKDqk&J7`pe3 zv&ASiEbZ4L&BM*TxUte#hqGsKg=U@JU2cB5k(qqPvyRsD4cY8Fzy3}NUKBFNdB2>$ zVaJlmygA<5H1Za!!r|7#vF32OJOOWRiM|gJ<0+Iwc;6jt34@@kOe6NB=bKGRi_{o2 z7AGT%h20{nQZ_c}UB}WE9zZRIP+?%V%5O}(t*cJ5^gOvU=GE{IFQqB&E0cW32@?F& z`%mXtJ*3tom(|tK6#@cqy^D^2XHah)a8H(_vFNw%eakPa(C86z<%ZWDZJmaoyo!BZdYhM6RS2iN zUWa(7^gpZ5#S^dhFYQr-$i&Yr!pEFd#_1nkdht5$2}xhMCsdSR8$xCSmte8^XWQiL ziNRMoqrRZOd7ARfksjvy8?TG!VkW2*gYJ}zIqvuZ^4zc8dxor^|Ho)*^u&B-vExj? zL8EL!qcLYAO4PCxXr5b+>y(!z`(FcZJ6>rRiUtQ`*bW%%C*yl^0D?nZ(tz#>>tJuE z;xSw9IIKxrQC{7&(mmADZm+9|s%NpI^%cPIMKH|WA*-oETRy&wFZht1=gH^{HGlnk zj{FUBUpnH$ktb*G`yrs|IC)(cF9y%VpA<)~n{-`NGdUG4`WAcxj`x*?QE_qPJnRai zf(h#>WXbCEW>~Ea8ODfcV%-hWgaB-4&{cg}U%Qv#lev-sde^G5v2(bGo;;*4)~fYv zO6of8y_1ul*(RE+G51URiSIz(dg8C94ehs%3s-ZTEO8d4BPS`C%J4l$oTW3@QUUW> znJH}5L=!ETJom^dyj=hHrzm9pXcMMY=9)M3O~jnz{ngDb*m&B{6>ao-b{_vwCuH_N6jvItE6B@4G+D>KZKxlHsfCk)C5P?^vb1_P z&l^eJo{csFt7AIN-aq`mQ*!AAE>1bDmKN)$)&(`soA~2FzA; z=%;Z$Oixnm5t6y85;J)Wr5EDe`b7pY6y!5kOr zm6=xaRn=$To(pw~j{dl>)Mi$<%6%>4=19l8_%-rtOeZgSlQnF9Ban-&`ZeKM%zV?J zjJ6WRfzhyLvL$x0Hk-2bkClTv^GfL_`yty1`cIx*r$s-fbut^{Wyap6r#np^OUnb1 zNw40k!F;8{$GpPbu!cpz5Wt{xpGw=9Pz&vF5=FoyQ;2-==}+B|nPWTP<3YGT;btTt#SfHbO}vSN^(Kl+BO*lj6eBsmr;zdCT9 zY5kERTgk?#?)t*rDN0tOji1X^OXUG?~KO_&ta6DSSbxsvqAl`|=EFNfsuXRbJXM4v>{Y{gAGEdPL z!7WMQ_GdSnWto+x^<0eDzbCDdg-E=K+5b~@6!DUZEFrin4xlpiNp`b-1ZoT!>Lzar z0?20MHUt}YyS#u}x8p_#YOsfLUBP3CfKD&oVVFK@!{+-x8=G>$L>-m^I*#swKIl6= zW|Z;eZ(yG6=MD`M^T1fZM=ubpHNF>K#UgWjZAk{=L2}#=d%4k$ETcJzX5gXn(lvIC=IQdM7e%I1kNfdP7%{ zu3?|PwGP1cUv)!u#+6%%`xcXgMqI>*5+B;n&vGQx##C1=_ZQ}lkQGm zk^ae!e}}!(16Oh}*EjqAe^hVEeLzJD84gn2$S#r2>6D`3kYCzKPFdrvhpiV5&F_dp zOxOj!l?zxkbh8^OfeXMxc@7(&~3alS!hLHxisOd78*bh(WFisW)W! zk?#TMx82=E3yt`pGqK_IIw?ceuYX%{*sO`4llRnvlDRjqyYNb%)PNQro#Sn!y<{eG z{=^x4bR`bR;!3JG?v@&m4GE7o87Xv})orTIS>vVB*@d0d->;XblhosqBj>JfT z9*xP*Q#~ER4;p`%H9QZT5q(n7Us6bcM(e<*+kuI^lXT#~AF9y2g(jY>XY&9soBdOhixwx(- z8W3-kB-6RauN7HPDE#SF51y9Vt9OwTHYU%z(?YWYnn{xr@o=o=mL@O2k-kKKtjEc zacueDCV$T*B?)^J+T2SXwxrX&g-{dyJL|?Q>c7w3^;Q1sFto(dERLpT5OCj|uUK+< za9X6haFp=h&-TsSe{a2v!~TMJBX7YjL-j`FNNf9)E6v6*N5 zPPdE@s~b!gha$~>pG~)qa$TIPM4?jSv@fR3redHm4UHuMiV%(Q{kbxS)F;Ij#6bCN ze1%UF;EN(yL9OiC-e&M@3rgkG;@(+BouX*Q#pbpF=SY;2f2n8nlE^L2pXVd@qyIxO zf5%Njh9#b{b91hCP+E@VKL3d5t36+LxryXoV&?B0i?rjtsMNVP9A3~c{5aSB7B+}# zC|p9;^N1^){+??HmAK-Jns`_F?e7umhQi@NzP#egTZPZ6N8zTDWU2Cr&X~ft)735N zd|wv2MS(eYwuqloG0LeC@eKj5kAJQ@ln&SJh{(V?l)o3DpCd;@Bk9Rnnx5;ynfZUN zDvkLR&84EpNc_*VUy z)L&G$$(HubrORnr;y{`+zsb;+F~vzHm@^(1UdIOQsys6h4 zt5sI*$NL^5((Txy4x|Xbzp3{Zb)+XfFZT_w`@Yi6R4CvM0c;e<$FfS>Bulf-%Hq65LB6B1$Coi=zb|af}jLT+Ue;8067T!|n&st#T zCOKfk{Uh}X>#ILlElKmddBR%vTgYFzv}3{P*^ZWjSbwFO=&4&CH-vt0J^zuKD2RLUT2p%4 zBj`_(4E{yQtZrj4t>akytt)SICW+H^%{$F;;OG%qG0|%dnh~vS%N4(FMyh_ z5RyB%GmeuyP^!KBg>I~H_zsl2?J+Q*=u+f8ltUjl)rAU(J93>Ok#hsTWcZV7?pKD> zAB`;${K?JFLY$Mz+EhlteX)bhUjNOXoUJ((YQ8MIVnf*3R0 zIvK2`u6wLmG(!)2ZPOO4qcKoL)j#sz3ZurHc-;fCs56&;N(%}$ys6ZDuQ~1xxm9)R z7#)62dnD04dMY%qb(`#~t`@(5l+RZVM{#9jA$W+)>^c9tl@3TbP+Ku+X^#y{u5i+8 z2zuW%n$Z1O=JHm_I``xL*vui@UVKUQ^i}A}!mg*@klZGtWLgPh&RNA=hR)*|(~WtC zHM);ShA*3~c!#9LCscE-%2qp7a?G3z0gbMMH+>4DkHaO5vZ>jQK4A+~SY4mI>f#tb z9$#c_`Su{g*ORHVAk8fezZ1*MdnoAd^$=5U7yI1zkQa3E{++#s$f6`*GR@=pcie0z zYz*aiKhA8feg2Xjp{le*Dr&A9&_RCWZeiYz2qFVIepCxX7TK0a3a5Oc+w;5;`1%V=j9AFH#)*dpmd&uXEBgIj)@HSPnu9qB(tn1MHNdb5pu9ipK^Knu zVCJH&`N^Nq3vhGPuHEC!8h@89-(sq5NHCyke|Mq?-Unh8cfP$tJrFbBI4c|FUn3;p zDTyf~+-!ll4*^O>1XCrt$+{}a{cQ-D4*buVLVr30YGyiy`{)v`+IeRZU*`yYR>( z`r0D5?M(~+7Q;iXExzzeAwFMhVx|o%>u~$u|VXCd9;z1#meWSa! zQNbIKRF_+w!uq?%nd@F~#u7W`I_7$KY-V=;_++Fv$HJL{oMSQ@3#NR`|2xCNYQBBT zbv0&V55^G|wZh1PbEb3CkOJGD^%k+*fB;+ zT8oFrQdc^B^1KV(EhxPjLD8B5tnH(D&w>sz!2*?bYYh?N{)5ix&6Q4&h!m;N6*-hA z>&$sJ9yn)#l6o=r8atDzLuseRa#Z^@EF@33MvaYF+F1xLk_bmlF9&e4P>N!Mj81;@Y zc1d54sLLg?>P-5Cj;g12p0eubV;1kVSj|QvBW1>C0y0Y^YP8R=oKLtnq*o&r4=}qG zv`<;CY|`sATQR}lr;{ho^W#=k^D2QKM&ML)^EaTynRQpU^j-f8(3#lcxObV_*csb5 zx?bB&-CqkD%L{<~@_#-eCwq6=nO>jxt!DsITU+r5ocJs@&sWE-Q4Yv7f3{=AlOJje zsPLcsj?Ne{%D!SsxLMV*tZFdxrNLm9>3Ov8i~JR-K&z;WC9e{n6KMh6AGCsQ-W|S) z2ZzviW_)jzXuJ-p=NbAEyNtbxM2Udiflf=~qqsp{LPuc&OocP5DhzXBltYK9If%B(D66pLE`Z~HCv{VFt zc%hN9w0Kvsg(uv>%E9ZY0qFP#75Q#tiOY+80^{jQ38#X5Umrd6_~^$%DkKJ7C}TNfo1u{?!yRYQEH?BOZ-2++n!a4W zhiZhq5JdDiVFiK1E(OS`JRF(YN!M`Yv*V$f4ZYcjB= zqg7qJbH;*Yys-5Sc{5_TF83a1=C5vt5(=a4P z=XMbd7HKZpuBbBfwaY3Hlov6h)+Xcc`#Y1G#Kq!29dn}N^ZS{!o>PguC`4$11Zl$4 zocYR^1Rfu40A8NofoIbG6-#*_-qD`XP=?)=zwr(#ea;aI5L}B-C-v!QzBkzZKVg#p z>u2leaSBcKMP=)2fwG8TnX>8$>#9wMHkVV*mUYvA`8zyBlYh#~Fo^V)@2c&22CR$3 zech&j9HX*4@92!eZOoIN2Gf7lAJ`b5vxlKlPYeW}s-{%x1!TL9AHvRb937MAB#wvjcnnMKOR}a`MA2t><@H8O>wol{76{j+Ibw6#YDLmD z?9J9yd=Z)lR<6C%F==B9q?bL?zyIh*3@o9BBRgXB>945-)zO6w-DrK!0BY4!bTBzy zMIqcWou<|*oE;l-z@IB)aTd?3ybJuuKs|-=$(!#TjM*(_`QzZO`%q=u;#ZWz-rx#G z+rWcCL}C3O!09h+XtJ67!hMM*={VoV8frwcAsfC{jdfj)5VS$W6Th0+tCvPod_mTq zjxWURto>KvH(en&NLu)bu66{wJxf*FqlUOWpUyRqEg$|9H$ z<~1p6F>o^Humt#!To)+**B8pRo*(nA3hKwo#8ux=@5-jBC^FcU{g6^Jgd~VqRfl8L z#`tp^nj60>JyaI?gxrSYE|%5oA}lWCh!(h%K6XsF^LN%%Jdz7BBz8k8k0ATa+vEz7@(a3a2+LTFuJuVd36u_6L&E_z6ixFN0lcaI4x^Q@q& zqP3GItGpCTztkz5E*06x`alhZ&264|{sSMhcz{+QN*@$#7ju*qb<)iR3%y-DZ1+XN zOr&-_1>y<^Y%J3k|ztvHkN1!`C9v zqY_h|-_LRiHFtc{YCHuN$baf&l+(|}?<1lo8+LYNoWrL86yEg~NB@R|KkobPx+AME zSOmSdH94E=)$$&)&*J=5PLE?r0shaw^NcBA92nZf#zEhhQk|by{~wCDZL3;@-M1(! z;5+gp0dmk~3AEt>I!*7|cQmJSwU$iJDBRMsHfd6n9rFM@n4N0xV>UkDXnM6;EH3~r zR1*BjXjzB!RD$L0Mqb(^yH5V99G=iPRAAUoTl2TV>n*C*SjT^^UGlxq@dDgs!MqEx zPJlXG51y4CblW?I5uQ`UmUuadTT zgjJ8E0^*?yAn~eb9!DCz`m$P+lt(bR`)GoJ%5}JTu^yp=&W^0uV=x%!)YWZji1%mE zGY9WLZ#Jsf?#8CXSJ;vtyLbOL_*O6FD~Yp^h;4r~qZe!8TCnpthBNfm16Uns6Gf5W z)IFffH$}yDK(P-ohIfDtKJZ(t8W|EJJJno&5h2f%QQxLL3St@&t_)~Mz9GSRD&^|7 z<8PAC1zBo^-T+FS<_OY=4T0#HZwB>yGqr)Ab9Ix7KOct7I zMrk%|U|)k)UsE!Rd2B>aZ}j(EJ<(1gC;9H zW+^pQfvn|)bI(b*1-qqs?i>-wW!JEFKl%E)NuLY5+W2B zzJjJ#DzKB(n@P&-g~@#X7qoK=cU;)E!mbJ*OYS|Di&~Y;396J#*H=4%E3I{r9tvLF z;RN8QEF`~>gzY&G+9j{4>nhQHc&%_0XG z67?E|0bZvj8l6)&Lfv}%pX;*m(&e&!W?z^%xM3r^xB!&-G;NNoO28Z*k~@&x@Bf|4 zqkn;HoEf4;mr0^8FV{(-20|^u0C)Q4E;P!2AMzePWcn-~9D0hCubZVExX#zod6OPI zCcb4=3Y-~&hw0H*z8Y`5QgU&ayq{YbBW2`gdGc?iw&k0tTmod=vTQ8VB=O13KEw=KYra=DIWYo&GQ{&MMc*AP4&8s$3`6ZIhVb6{~SR zgtw>q9a7(p{Cilj@hEq#k#~qVoixWH4JE`hj2u6p&LRA`8f8CJ6-L=}(b^cMh$p34 z&AywyU|ovKB5U--)vcUSeMWz5%W6fkm?mruQt-jx3uE$1(5r>r)s(Sx>MVJm1KgJd zmO95&Vu5^*^)3WNbQKxPNZ6i6gKF8jRHL8sar>J5?EOVv(nGgRX#CXN-j+;iD47P6 zi}JOSn*eazX7KBMS?(vwu_&gM8p9$;WG~5=9uoUiJ251iIJ&_92dlR+xSi;cCh+z0 zBl)cf#4OH;EjUo7)Si?gP75y+OAt`d7sNrdS^?dQt-+d)raq?5iP)^-xPMzdjGHT* z12i;@;2EuW6LHY}Ei?olw#$o`Z3Er)aJ+_T_3bR3vFdwWqgUN;R{IgIujME7?{q+~ z@iMeo@YCB-b#eqxyKRvOc={;l3=_sPK2{NbF_d;1x96iSj&yW4+-!v~db>_LH_D=B zaM%q4WeSq3ans}$TX8Wjef#H#Qp;1GW${7YZRaWd-Foh@{S&p=GdtiM;mi;2aX42l z7Ip1Q{~U!ZW*k}ZB3dHzK!n*kRCz6J<*n{`VW$Q?oo^~HIsUw1D^+xg5V=3w(9z6T ztC?FOJfn1&6z7%9j*Y^HMWU_*b`(A(s8x+_)PA&7^O!01D`OXdew}>7T74qNvfU`d zC>H6Vca}==Z&Q4KMcS}JZBITbzBea+E0V_kPf-zFgRf0tp+mB$#HQ7d6Jn6(75z4~ zN!!l?@-1xs?xMg7tiuJV@X93J_iLW}d>Rk1VIu%9YM_V{r7VzUyp@9MfA zNWOoqRM;h7d}MSQUWb26`aFq}GjZmRsrxSo>-9L|_&P@c}G606GHJ(y-w z%UKecB+ZCkc4k`e*4PYaAVm|tBNH+4-WDsYGl2pHOk)5-QJ2$u zzD&kA@g5UHNbvK6?F+WIpc8+O&VZe;2wg)9mms)PF_x(59PsVTS>dEerfP3(Mt=_< zywLQrPdk#zP_z9N!I#v#^RLflWAh8ohclaX{-D2`HHg;Y+$?i9PjY(gHaJ4PYyV~U zlE-S39Sl1n#d@|qMSG>QEWj8xFYmpt+g_lXSoEjM6sr*x9Mb0@FFQe-3U>_Kpo>Xe z$$cIs>mmg_xmIznVV%``@YRP9H~3cPOJ-XK?HZ@m@z0}il|>nuO@Z6GB0aaBhZ!%? z2kiXyC;h7+&#ZtV4d8xYR&bhb<~uVbIWqM`Kdzh!-P_mw#D>v)Shz0QrT@Z*GkW5F zQc_<&haH!b0pq>U-JA@)p)WP+D}9du0@DhXS#4>p>aF6dH5w;*%h)zM`Sk^Z_o&3t zjMHZl%zyd~6DkuWpirK+OrySv4lE5ze|xdA0uB3l71hVZ|jSG1{t&zWRLd z+>LVQ5-&`OmgG25!>@PqcF{KORd-4Ft^tGiti1$l_?d6aeDR}wwX=GgGkv!0bVVfz zypQ`rFsQG|7Gh`t>Mda0949b_|FXEfd9MA*JQs(i} zu;ZHwb@LMc?T2U}wWLJ;`7PB+9{*HsgR^dmZ@n$?c>xdKKJREQv|#KgDVsAIq$-JU zV`53sOzEyR8;^_0#IAw^A(aw^2W>iEI@Jj?9|rHvCLFy_i28{;MwdE!+}hjy=~z;- z!%EE=j6K5)YjwRX5nC)ftnH^$WvTL*TbF|}_9s8+qrI>GEVxXRFqG%kLIW2Ls7jkW z8Z>wk5Z@*=`y5>@i*E9hkALH1`7BK?U%hK%l?*m6C8K%B98qDEsX$&{g~5){D`69* zIfi9dlG>Gb$z`6Zn|83Y(4nS(`PdL?u$-nN(<1(rB(GaZBi_Jyg@$^f2;<{rQR?Q4$zwAw zWNkm*?$z|t80tG8KMqMU1}p?Du%@AYO^c&C=HdZqc3unw7h%1bc?ccBz=aYtSy2_O zS;DNNB$(08gEM79s_t$DC^CrUOI;l)wg41r5Ar(~@A}IRJG);B964q#&2qVA$LY(D zOSnK&Dytk7@udP>XQFkv&XA)HTW{F%M%^mE>R>DDb7)X`?cQ@2G+rUe&I-s;-Ib;HZ{Rt zoc2!0*>M^+V%c*o?%JK&SPH+~y2S?fLDORV)e4ANh~v=SnCq`Ii@Vqm=h&Fv&$LHu zV-wrWU77L+G^Y_J42nebh0@LfX!3b&ZGHO3T5}jz?k}PESEy z%HY&m51{hrY{t{P=j)yP{-;NN?L-O(c}-%v%*Y?#H?JObFtqs|Rcq3J5-gv2#hes64ndH8!e1a| zy2+ts^U&8O{kNRCTv?C^LmW`@Y68MQh7lp@a1(;4tEs|^Xc-KhSlIB(Z6fA|gZ^Pe z)_oMjx1k(2z5~2Vx;cDxXPb`a)&f4KouEa&UUGbC5kM@}F1#XokssJ-8UCRVbo2Cz zvf~WhC!?jAkn6kBRF^iTQXSw6Bl4jH_BX*7$wt}=%(em9duAOSpFa2?>kQA|65?H9 zxCeFf4*Qh02X5kZVKAF1CzHwichA{c=o2(}dLG*TA|Fhjd8ZK;iwprd?I|gweh{PqhKf~ z5-45ZByin4G9AeeeXKKi-F^-umuG=Z&Q1GWTm~L6KF$(FzL_v4O?T3kR8PXF`=8NKHhz&l<7 zA1RnSlPKP(ICm5B!}J2m9`8O~h0F%8i23S=Ia=0?;^x>DbmJJ}Y*Tj;;X|K!Pgj?^ zNDtE6Kos!DhIV)PW}+s`DEV=#%r8>QdV03x!&J%bu0-od4$zRLxwvNNSmtS1a}z^k zr8={Fr03#A55t1gl>+Icm>_ew9p_{{Qv`H4F~qglL2l3ZOX9^sMGBp!ySYOMXlhYY zf3R9fKup4PDG-6 zT==?V{jKPjiI>f_fXyatKhJOeC68V1kUT&dWOe^>lXh#NOVsc(1|$-6q%VnB-hZ~V z7ft3G-c$G&>9{$XuT441pE3wQFoN@A;y>V?0RAa#u+J8PW83U$blXkEO!epxN5 zU;K!#A|J2{e%2iONVU%e?*g4vPaBStS{7B4xawOH4wHn*Pb3w|-`T#o*noLL zn{mzFGEB5|F`e^(Q81q7nTSmCraUzJ02CxZvM9`zD9g+Z^ge^eYpIz0$kjWj`6@sH z7b?+JI?Sd+*)yrD0$eX-uKKD^CxuY!MZKsmu#C+q@?mceA0(g8#=dewJzUJ5|D@Tm zJBS-Z4)&V^%t`v6cYN<`R1}e-bHH^*%Zsh*g00DKt&c2X80Th@>mR96F6RUsyYp)7 zBe0znPuI_FRGGdkd{hY^AUdp1bD@7VBV+6vviZdy($A{BFemy8jVMlFw)k+Joaqx?x_NB6dkbkA?HMC7Z#aWI}=2>P!! z>M1!mi+XJF&Ynd*5s_2r0P=Fmi79#AN#`Ds3rKO9q3n@MJKUdcYlk=-lq7==M+Y5( zvWk5E+uY|Dr!w>^(F~C>A5Hyy=o@AUWLrk@4F?HDotRsMqVm6OFbg@Gpnvi^manB zM72zGzi^08-Ieq@701vNc%k=mX1qI>J3O`Xn0TMr7{a{L>*no&d=($BRn(Y;EKSN| z!Z~Ye68fT$Z|BL$dYk(m7fcVJ^GeL-)YRgpf{&+j5e+u!c2ZP9X=87FqOIz)R#vIk z_1GVk8XB}w8gM17v#r;bS_7EWoRdBB!KJ2JvX3*)kP-)wzZ{R@x+kNU-Qu9 zKumdIWVf!mUk5aIy3?TXB3!Ar>1YQUf`N1L{4LuiZufWPH}iHN>;z|C`BN@;){O1R z4H)7+K%Yv#+CkjeL>WF@S$_&M(sKdSbR=Ld=DcbF0t89KRxsT9U zg@ngoAD6>!92a>9XYTeXtFrgZe!@hht|CpVp;m9Rb^Z>+W0K~unB5P@aWrRm%0*wT z)1~Mqk)CzMe&3e^Hdlk>nIyu;aZu2u6*v$}ECPF(<% zdGA|?7AHeCV!h*2%fmG?1N09*G~S$_t1dRseXKdx)$%s4#MoQg&xcXS-4T&Ba|&xk zSYj(B`bGo#153~;T6Sk`KR4zO!dth|elwK1e^d{f!=tzJ|JkCLk`^fy{7igt^OLl!N$nJ`VZa{G( zR#+U{6Dn7Frf&4oyCL5ujNB@rr`w#|C-m&>0l%hS_Dn-mMV`(C)=}vKS!z8+M3%cz zJi|Ai|BXRz#;I?qgT>2WSWV50BrLs_fCtn z)K+9eO7oi=A<_b-4>k5074a84)orVJEYYjiPRHM5Z>qz)sx@$4KfSU&L0Z8n?)*gY`_< zed>eqN=By5n=|S)`2MktmYGMw8YjX6Iw^9vwXz0!HAM&eL{;m?cyL$F_-@*&jO=aq znX7HSzZ+APh*Z(YWqXa6?M;F59Fu>Nl0Q~NZINKWmf*lF!hqIQw z1^o-Y2h%}olrx@vWP`h}xI1r5--u%~fJA((vgpDwPCi>Y^w^MU(!CM~+YhgmUF&dB zGbxJSX0|ke%|I*$Rhc)rU;ZzKDYQ-HZWBJT!M$K(U%6v;_){E{FKE%$9@-*@S%7D; z5dSO!LJ)Gmu$9XScG740TL*i|aUg5Rgz|?6P2o#4VHC~)(@roT3(<=>n!PpFN5}0N z<*oTXIHLl{w{7;8Skhv3c=Xg;(`5xpq%nReR6J;GKh_{pdg%GVmU^d|G2p52xLbY1 z?_1XWH1nQMDc$9T?U&1%-)`*+9CxBQGb|fx1acGEn*vW@O7AN2(gEY5Q5aI1G^#ZU z9`O~}oCE@eANOWWMb<5a*?*GJa;n&|%0ev_d8ng`)38; zJ+QJrHT~i`CpjW*4LHdR^3~aWtq?c1ICU$0SZ1Mw)i`l{-_o&p*S0DdF&jXtk(sSI;4bds zE(_{M20w%=bUoae`17Y9yrK7H{yKyeAdk?vH}WmAE1EaHaERC5B3#r?xgNWlRHJc* z2-~q$0oTmCqLKvab~ScvuctfSXvc--u{7Ajg3P@m*tJ7}ONiB5hjTNL1^lS{($NXc z+)oKN8c)53@g_Z&LaCD8l?sPWHAR!cE?Ahwd=$tL3}rLx=>v1++`~+$I5XEi&#Dy; zBaWNUif5V)Hr1sb`byN*tkK7^Gk#XEZJXZP5q?ry^(;RZZA!}bnDIk0<4@u|ffUR( zpzgmi>szD+C}pgU^tWl4laz;6PnDHhXr@v$%lwh2nV6hA~_Ami}Y2Q*EuiP z6z<=CYN_qw`n1gR!)k{XUFe?OsPVbl zicxu&jM{qXlD0{GQ@5jsNzlK>VK!G7H;$y?r2!?=ZDWW@O9US_J6r zmYt;g|1hPc#PT*Lqty^Kyho=o_)%x&+j5{^USGcyo22Wjd&`s-%+&va3TrGJD+ig< zDp^Vwe&!7nwgAg0)10>KS#VG3a7^ba29P(^6Q}iIC%wy6&|60!eJit)M#|E}nF?q3 zo2ZZN#>Bju9l%O=LrVJ#r{AE>m}-(UX|(puPRvL(IF4_+$NP{z-}39|+DXv$DGl_U z10^?>sL$`kyoXOsYGAm@>cf>yFR4KwN5!I1M!6#ZC3cR@FAlFi@wJAj{lXi^txhhY%XF>v?mwXK~@~^eX>1uSg56ExV63+;ui{0eg@a zj-uSJX1IItIk=Z}GL>ZH!7rY00~;5uGrvVkXL-XzhR~ooLm5MhKW8aZ%zmHbr{S*4OBBbDdRMStW!Jxir7+7@_vDa{Su z&?_1+{Z%E3d{kT}VwXzzbr2sw=Y>W2Jj?OG&m6ig&iLQ2!34CJ3P;&TGld8=ARgW(f*C;J#+^FeiHBG^A?agvwji{ zmQ1`6_HmHi(0Yik?v{>us?lOfg~wII(go_uf)%%Y@fH98g}25YC}A7*kTm2&Tf^`^ z7vo{4$+X7>Z*>Y$_4Y7v$U1cqC7G$al0#(MN9ny_kalQE-|vmsBWA5NyipPMC zX%Qx;eA%}%Cphz)*PXF+ff>$y%1&}JY>u-TH5|gZA2hT1e$#;QyJ(_#d?Dtj+=5;N zXE1UfjplCpu|v`o--HSfGHJA7&xaOkU|u(h{>WWgE8eh@Pljj&%Qe|9JES@a4-vHe zNi0!4^K$}XnoPWwpUF|K2DwU=<%?-XQ;d3Z_OH41%0ftoAHsPGu1Ge>tyXxxNirW{ z{;^YC!<%r9o8M>7F0qn&S1K_1-L9I$?-;3Yo~OdowU1rgsIGopA6Zav^&P}sZz(9+ zPvO_QjFNJ7dt;w5g5o4`{fOa*2ii zs2l{_0X*C!dGWZ~PZ9vNF7dGcE;#u*cQ6}>2=MP6N*=^E1x4fbK z$BI06j_3)wxg@hc*T58k@xDKKkDv@R9LJiS*7m)u%WVCjh}qxcYjIiY{jp7%y6RQa zBfrWT;LE|oqcI;a`bQ-_lS(5wy0YF4wbJV|N7n}SbN!g*PM0z<{$ABSOFuPbR&=-5 zq>kVIb|UJ$icTf|tQp%lfw{Vdqlu8rLxbnHCAbtgV4h`)A2_bnd8Y6ngZ@*{!;wr; z%b>P#n778>bcFY?RJ)Qyc(wh`xyz>Jo2)AW7yj(QpX$YvDesmRwzcxpt&yeiavt;Z`> zCh%vSz1*7T%aLF;@q?YNe4X2#>vBA-55wX~vEZIv!wKJl<@hKdxRw6ql$w0!lMV@; z-xpQzC#zo>mg#UvttTYt;h&<3xCZsPy?H6c6*MGpPs6@g{ub2thaq2GV(ThP7KGyP>SB4i0W1ZNmww+q<`55-U#Qm@AFJ-0|ewVBdz5o@~BXL1J6h z;qlj0G6h#)lTJ(g`Icv=&l-slYyS`{| zSZP?>-E+}%OApJ*GO+r?lxKcp=%d=@-)l(EAUpoTmxkT8#m5{ALr#C$Q(zWUFJHf@ z8ji`D8_o0Wdfrl$OUF(=D#KiME-MH7ja4AT6IHDs(s33sH{XX|kM-Dg4|#I_sZsV! z4T3e*C&p~Osz~vla$83E8gM?np80$ERv@y=_Or^hMxrM!)bQ!Z&BQ~^x?mRx@dlUQ zZ?@I05~R=0@Qyo5!V9w?jfk4epB%owIVdR7f1wIs;Y8Hpr5V(Qs^CiYSuR+3n)uC3s5B=MScC>i<9|SbbGi= zy*%W8b%chC6p8CGOFg+AHV{K{ZMsefCRVH5C8lOKI8u5?#DK}_u;e6g#f#ddu&Is| zI@BGt)WmAm?yl7C2CTanwETeHmVF7;H<;49ye%jtA@u8S_SakojWR(&UzpQhe;G05 zCc(&D6^K~y9kTeM`_Di8eeq8a^(j#g0_2VVZ2kU?xPxxJ3_u<6UQ^j4$FK(?fhOxT z&s0!rBS0pIWbebuT;hK7{0P*93VQ0dgTfvvviRFblEXl0cKa0w6l0I~wt*fq2e0VlkVMsI` z$`Z{qxWj6|vUhvq2q}A>Ll(93JWnnKhI@=tKQ+n|t}ykmeDA_QgHGdFIs|;J*+R>j z^cS31O$8uhASY-lmV6rz1N4jHu)klsJpIoKk1idZgExg~3{9T&4%QKv@$co;=@g2) zk+~2qV*9+apZ6W1sz(M-*XNE4nO_fOc-`E}CAq1oo7eUvZImb{vTt`pOw9)JH>r9B zF8^t`cM6;a-gi`Z%-_;f`O%cISo{`qF#i!YtPIB0nIGMnNHJ+V7~gYua9c1*i3|yq zV)Yl&Ozdi8%v zs#J+MM^G4{txiBK2p<*RgEi}Js$xdb06dkb}DxXlI*mYZW}dr zz#Hd9W!c@*)5RcOeFoRlB7^YsITPTMUux5dY_m+KAKFdVIfN}w406deP$(IwaF~X^ zIo5BSFsPBScRjMEA;gXdNfCcGqGIsbR6^M?71Ra6cMsD9 zav#>n!Q9r$w#y+~OLRd{ z?gdPDVX-+X#>vO6@FU|DhX;QSRu|LX|i)|l|6;^VzTgWTAJRjLgxIJ zow-EKe^h4T|ERD;(Syf)4RS5hzZYnIq93uR)1zytW2y&99!&Io(*Qt_^-Tf6A!`C! z9s^AQ=@;n-{O7N`fGh#vZLyBdk&wL*r-D#{w5?m(UMpQUzwWl(m=PUAIYhGYI3#&j zW?WPi@)K{Nlo=@D(gc4P-jz$XA2v&6gbD%$Sfqb6Bb6-O_`9tzkQ{TWPd|}jE@wK z14YT6kXFUV1SI{i4?ehby72z>*!a<-u1GpA_Wdtb-8~7xtF z;_>FyO+mt8D~QDhfu**b0%SOUSU)|!v@F&YL{2$JK{(CH(&ss-Eo&J)NxkM2fbPG0 z?V1oK+@q^T5W7hJW1LZ}QjZ)tuAC46PZmNjtARQ|GL2Ete+AHm|7N*mkRFH#rGH#h zs+fJbQD5kJ&G8l~*0e!u9vq!eH&Y9!^pz3IqBP*WMcD0$dG(XB6%!R)Q>fjW;yB&e zhp`Bu5>5@yr)>k3CIg zBV^T{(|bpkibnaGB%`kuu*y;Ig@T_kMk|Ck=Sq4^4wF^_Kg=o66F?atm)cVoT`~$*Qg;jz zc+>z)M%?&${wnIRb%|O3Y*_(p*7WyS8UD&%FDmiTBm|$b!eMGI+RFKa znv(EVCUbtvD~a?f_w#mtJ*xmJMfy<0fzmwx~ z66DtAjR!!itjo&Nmfj<#PNHSe9sV5|WpPR+a&jqH61tsXdLS9;dAZe(a-gd~=k*fS z^0lZV7Zwb_ibN&FJJTK7U zP6lnjGiLUXKU7^$~aHI$*uSC#k~v=+@AuQL-kl!+`%= z!T7&l5VRelM?Q19sw9x`w-Rwfle2ypw8)M&b#$LqaEbwTq(uW)A*wUu1hzdsRp7vd zy?PBD5(?z~M^(CYYDn-s16I7<5_D}^j!j9Coq2Xp-D6}p`^Dlnz_Y%N^RjFM;dAClP41xSK^Z_Z(#fi}r)!F~YeXQeS=2-k|Mma`>J z)6Zj==b^3NM=x-1nDC$_e2eB63JStOuD`H)$C)l?3bSF$qrmc=Rsv-4_Ik-^5BW6| z=;a7pb7Y}DZlADQd66djN&~0*BIkMI%RXPbfuv}`h&o}qzhz{8PwukNdAjlRwtB-k z(S7K?Uc{1HdHLN^S6vYSZM^M}$`8C~yY^NYk7}H#)%w)OJ+X3`)T`b6b$esAoRazn zWEZb^CIFH{E}RuNI_yVnzw4_x)BYCdIr~Hjl3JP`$gPdP_}#soT-sHKd=_uHjX&)4 zNz`5&KTwadpF(vxbK;6^V8_i1MwKL_IZBerFr^hSz?s-gb7o<%Ns17ha;T4MfkFm zJWk+l2?mEw+rIi?9~6c?LjDC21!yA5s`oxmF(BAQr=$gC;~jQGDzo({O5oPECC~V8 zLCPw)$L`-(u#`IHR)uD^VeK0rF11YDpE ztmacUhBux-5uQZGLX>fu;OFNY-@D|fRRG;dVRvYy`XP=@$$p?&6n2)&kCq+Lcl*k)fC>2Z;YaCo_{P2_xC~P>rL7_+I5cp zW^VZVxW&d@G&NsIYITQ+g3~`<^>rZ8u=W|Jn;AW=w<(l6W`63!CL&oEQZaF7M$e*x zA^MiUa`lhp@GTn%Pqf&tA<XEf3bwU-Nn4~DSRwYDP})(&ohoMyWIE3()S<|#hpt~( z2iVMI>$=Dary3PN+BbUg0xtV9Bv)BrrTX_D6y)H9IxSxxJLg6uwG=uH9NAtaE;*M1 zl7VSyj2z8(Zi^#EMzZUfbi0H_;oL=edk+c*XG8BU$?WKsH2l5a%i_-XZ3&4e=Yeu9 zm_;hDdWC7-(Mc3Uy3IxEYhGNaFME_>hQJz`fCNZYA5+P%zO;j?x+eG=)#_99BN8tu zQOT~6PRdPn>PHHuIZG2o7H*KBfmNpzU$ucA#Pbupk@m*WmqIjF1_)WT%EY;YfXOtl*y6@)PJq7x;!}5Q8X7GDs z*(q8*@P@8J*A1>N@)cDXZTjvjR}{U@!5~Ll@xPghkK+nq`a?h6Wr@0>2ZDt%?CHA{ zX13w*3lUw0f3^&_yZXI#^6mV44jI$(UP(#%@!P$`r~BOPwj5+9&uk)CC;iokNIJDM=>b=%*Kgzy za?+G?HEazsTsi-2F%J>h#rh{prtxxQX*;@~u?3wlGM-u|*zBA$a%x!ExicvTzy--F7`(&Pi zXn2U?+Y<5QU$MXpGwg=mmi4#!>y4n|mX#UjASFDG-M%vJ1NXD)=Ow!TsC*tk*g7m? z4%VT)j$E}D>*gNtBe%o6u8V7?gLezr+&&Kc(J_kM!;0)BkGLtjVLk`m~!p)oNPlU7tdBO;T=6RW z>|uyVxUg!W`e5og`+S+44~;*>g=LjJQdQtE!ICG|>)yf0?oS^=!DIf|;TjxDjJY_- zKtCM5_L9bqNq_2pL|vzc3s;((?-Moio0o>4M9%g@8@jZP0hHgAVhuP(#E6yM)u@!E4c|7C~rziajqVp`L5bt>F>;xfHuNlW0hdXRJ z8jW#xJZr$R5KCyUoMn&gAFtDKe${~5SS+(8G0AVI@+@JHPFZd{!rz6p>ekq=)Y3wE+YBGXP9kqsUSTW?F+3C4`bRZk%XT#CIE4<| znaIkBg^j9)mN}~}07X~ONYh_K<+ z1MCJL#D9DK+;En!1{He9VEC5@1Y5Cja~{t(oHqPkn8Z<2h$6%X z!4dOxz)@Z>ce8dVg>vh0?vSWt0CSwn^5>z-le|#7 zGXNNEu~bq$dzI>QrYy5G|CB+?l9V1YuO~Uq70!J4a{gAMdC|xFW;+J~*SKf7pP0g7sE&nFurkA<~{$cZ`r?g)6P%9j^DdWN|;Rx1iD$7!u*ED{+I#kr^g@u zkA;((t85Ar6(Pj%uIoqbSlW-4rABoZT*?Jl8kdT&5XrIPz9L@|LRO+q$FaF9DAHQv z!U^JzwchJaZ{nz8ldbdFC_}c^6>?hh-0=+g0WmohTIH0iHlN0k)tu94vSslb5GWLv zS9meEd#m&CCe$py8P)MxDl_4T-E1B4arMsKp%=6=r}@jxyP^xwx5^OOIo+k{b!-bq z+?0}i>?bJeTfB8in_mxl0G6qTKSL7zkb1vHb(y*z><3;t0@Rb^e~rV#t5j;@ocoo! zx3e)=kxpP9bV>^9W!}O7U{<0 zuSHn8fE?MswsVxd;?nAGQq%tQO@Zt5W@^7lYC-7ZJPXmp?9>29xn8@pZ!fPqDR+u* znd9BR+RM(Z$#2DvO6caZ$X%|a0k}P1tp>$+T?~QGB18=&o)QqB>rje1qWU!hQ!-f&)}MCPl8DBj+vMkIyRX0SPww!%`O0t| z=6x<0T|4@H$~chsP-9c_PdVcfwu3$H;j}A4Xq@`wIn8ToL@=Segf-A8E!O`*jf7Nj zowmLDnMTMPg#mYgzBIW>Ou&VmJ(vwh0G}4x(Kf3)q|uS*{hhzAz;xoxJAAHQB7YlB z+z{}vUZg? zD%Pox1IP(5K`3frH;FM?>FFi!fJD5+=e7qejB?yNTx;m3b3h`_8}5l@6;AVMVpTg~ z>tWry>@xQmd-MCd>L*yF>uKWdiaQQ>Aid{6|OV4IULQvx&_lPgY_wJw&YA*t3-KpaX&vwo)`{TrY_N&kH^-@w-mc(fl9(1+r zeOe0w->nWzDyybbS*PGnkgo&}olXaWyiQ+1jFJ5nwLL%5;`4xRE@4$>uGCYNQoSHP zUUpxJQr);F-Fg4QOye5K*xJ(~>e(-sysg1kzIFziEclJF0&~3{IqI{np*mqxg#rIM zH^jT2P^ul`c>agpmCqqqjoe)NtM$<%L=WV~$e5m}dDXn&l3JUfFV(53@{)ahrIirm zE#dLNIH+uHQ-Spj*w^y`_3sb_gqH)7ykdKk0s=R)qC&^^d(ldHQRs2$9euNy>&a^C z=RCL7dAs-?jlOc>n^vu?QtoQS-1QX})``!i>vPRLF|1M1v)i#kc8E?PwD&Wss?plD zA7vuX!AtYepc*wa6f`-eS5+NX@x-I7te%l9f3v7h1G$4D-1Ucdgq>5Rm#748&3$GK-1 zmo$f;b^NOuT+$z9U<_nr_J4LjRVJ$cc^s;E#sct9q_I<6tMit4mdu~T7hd5^?uQcKvLF>bl2>sveM&=%jxKw0iGL(#!pw^uViaJElV)g?Cu$>}F0c zj89<8258Ix>inc_CF$trwexlAD~LEPu0Hth;k5HB zDyD0L&KF-xfUr{39cm)q;0^rcUOFr#=20oKTwhdw-1f04sOSu=*4KHFKp9HL%m8&E~~j4$|EZyjH_#8zhShN@?={+W;! zz;=WLF@_Zzm!N#UY|Rhs*M@&CTB-g=l~$-xmVzXC_+V}TQbzb4CDVu5#ai}OZ~?9_ zH+Eu9^d=Flm|IGhbIMkesN+~{qP(7*ee-U^5iQF?a1J?Eab7-%-oP?nYO#py?~?4f zw`lY_G1^Kjc_QHp=MsOI9-&ZiVl>Z~9Gh{Bp9}UWoi|M^EKfHf`eC0AU#h;;eW;hN zW9om(H$a@H(Au5x1pwsGs@bfvyr;6!B4wT?dj>JH{(ayZ>X$1xjAn?&?m}zGmSFdWJ#Bbz+EE1nN5?0h9-8eRvepy;NG>?hh|&sVnvRo?IVj?amqM&B$p)^z&^_vS14>t9c1E#t4PSz%TkwIDC051Q*yo(PLsU; zJoZ%auApMxY`!@HY~3+_uL|>@*h&2ujeY0_Oy%9SyA6Z|&mB!rE{{9;Cx7%SS z;6XBv_v);W%ED_uB(SR9B4a7O89}}yJ=>W3f6m&NkGno4mzH;o8IM_A#r`bkSgL+E z!s(Hztfyw4n6GP?b*_YcAsd50SzgadExxy2R!i~i??ot_SPc9cZS2*c*mp0CFYnC4 znfv^lZCzwe|2irn0z`5>*c@Xu@;hN-{%R0+ z+!t(76t4``vmZ?dfw0F-LWwk3^_nrl^^mXDsw@vJS(2p+E^d!1(j(={gITOIY6==e6nn%H{QuG1mK zoAc5K?Ni^rODOqY=k+eU%wBwI%HxF^JPNe&rhASm6PaJO#ec85boy<`ynUceyhlAF z;T#NDdb--)-I}kM?>N8Jk5@g;LKUbMS(*Qu8rz)@5DbbrZ6NTSr+KQ#1@z-AYU5=F z8&z7LvpbzX)bII8;M5=s_5rO=gYDJZ`unmGAr5qJJftS4b?e-`S1$5d8b~M7*D%qrIrqFrBS~Qbt#rEN^4##Bsz8NZ$3guUUuDhlj@|? z<4?OkA;NWsq-kZUvxwyGEBs~7{(h|hT$#m_7ayp<9kd&W{m6{@L{3Xm6sCu3-j zL08C5;Z~KwmSYEwK9B#9Y=3n%1$ZPZX@{DKqat^Ye=;zrx(j&08_{y&tY${@khSvi zUqy44=)V$CSr-rnd@}^NbAW9x$Cc@m&@F5uAO4mOgY(#?bYp}Zd#AZNBzU|kK(MPG z`q`c5U~up zKNgqxxMR`}x0^Jq6cfRij`mn_$kDu5zU}U5wXfr2wI?iSZ-2Cv`wrzUR_KzQsl5-b;Ven-t%z?Gs8vp93Sf6wC4kj@rt`D&w0G##ZBFg@4T333vmnLn!`{^NVe_p8bWsQ zTq&XcrQeFW;)-xB2h~fWKykset?9YfJ}EEdPHZoZLm^Z@IEO z*f}Rs%{eaDaXoqd9sIHem|)XYu6DloQ|3GNsO3G!;! zYZvd!oMs#`_nF?xEi{CuHS;eHDPu1XCC}JrHxt#p5s_6W&_OSE+&$QS%1(d=)!~v>bZk+jmg&CBa5`A7_XI>=9A5Nal9E?fco?Vi_cq@9$sh0(mTM zDCuVR6)!YLd~Fd=<~On3xy<5a9Gh^m91ruV)Yl^D{&Db1#ruryM}{ZQ)uHslQjO^pP8ouTp1sB&heScsD0T>>IjtGxrXHH ziWPDj|8YcYdCO?few!F;T26fK_T5WN`CC|)f+^y2&c?zzdTehGy&h8IF4(iCbLXQk zn7*N=S>hU}3Tl`vM+6svPjf7$r%6f7qVX{oW3xiV=+zg_#HA3cA&sw>nm-ez7rT|% z7vc;pYNx97E=1l7_Q0KvnT1fAX}@J(O51?Ml7v)2U=hRWbC|(!%e4n3LjH+$@k=l5 z6BQWW*Z?fj%f0(EHoWKGeP%6PT&hDYWa$(>`S^m0xs#nkgz#V&iab5t=Y+nKK^P$I z+APHofeIy>C!KJ2G~7$eHF6ubA3}B~7TV?f z;d$=#_r#-7EZXa;=FO4=0*l5u6HU z6R>5@Y|??v>P<)zJ`w%*^_~xruY(tVDDf8*Oytx@pOhYO$-dO+Uj?;mB1=^s6HCUm z_m9TudBL6>!6$1gJRGLWpm2!5I`oFrRg{jT5#Vs~^t+0)Nh~g#ra*8`37`aBzUavu z;HiPOR16K)8Hk$93v{?IvhsWcSMuS>5q1b8ne2-H^2Oq0XVd-epAhvoOP-T&c>3u`Sb65(FQheV3EX+_O8G zsg_qBGFrAdxN+l7Ld}OD9P0h!r8?2QAMo$Y{fy;a;|I(KvK_E#%XTh7{Lq}stx%YD z)!T|ETeVh<0CD)jP}B1TqvUuBa9xXJaiikU4SyoHvc`rFmF)(!Hu3a!NYgzMaN~AGIGjioF)iJ z@!zn`vyfu^YSGp8x<|!63q1qf2~ayl1|6% zU9Eh2*RX-2gBH*v0%FKQ&i88e7yt74MP#cySv8oW>V;ng4Zu^= z7l;wI5hr*Z8wtH+7th+2v@zB6 zrH%XQn>dyeK`dHpg;13=FeQbJIr5xXGZ+y`IZ3=aa?~Y#WcnLB87X?bi(#GRJs=+* zY7QG{W_#|@_yUvc!=qWX-<)-FyBbK@-1YbVKvkBjWiaMe+rlH;I(NHfeTQLYg+CnR=PpM_+5?yh))=Q9^effKt0$=6Kpd>(Uj9)54Z1BeLsBK3Hmmu-K4UD})UC3p* z)79ENh5$!p31&rzTaZyb*T))h`-5|BuDr1#R_4Tb+&;veA_?ta3)@Jt~pCgXM+|A%D>3 z%XBxTfW&_xdeYY^c7^6acF3)(Z`(L7Dh{mx?z-%s?~N8S{uqy0%#9TxNoHlk zq+JI*8s4nRbg;=Q2SXLs#sVcX(5!Mt#T*r?27M#TK(vE<5h*@v)oes$gXcp1$4Q*@ z`}uZ4jbBMgACDL((`%>svAPRv?udhh8@d9^UYDj@1ZXUx-wGM&M$UIiR__pky;$#k z(42vwo}F0m2BsKjiVP2AG-wj^PDa$rjqgBM8m6s{gmcILX5-kK$f8p#DL16|(nbt=Rjo;o%Z zOXsIOG?)?V2;BQD48az4H>D?7O&|l=^#|cO7#bB(sC$5G=hB#iAa8JPufsd_2WXV= zdv_a0N08vn&wrMhZ=YwVC~EGn8Qt|gik)(Ai~EE=jRe?gXEbeGqT!Y`@fs^}qmf3% ztoKgO#yj8sD*v{P&B?Z%dNJkeVw}E;lpZnIn%$b^Ur;%Z>rvC@quiZmEqI-Zc;hj|E>)rq2!Ch9_zqbZZ5Iuwmb;D-JW$ zfvorJe8KFf=!um`(80YUuH($-xIkYir1V27a@Xnte!z7cI151#a)I9ZA0-p_~OEBoSLln zOw!^GmyEVN``=G!=(jPt_knFIkRbe236RlqR``w!Rc)^wqquXs>ol-2ZrR0-c2eHv zWBnr)p7lKu$bjV6K%3EJnXZ$D=Kan<#Eq}R2}dO0laC9 zQ|MC<-Zx&wwof@8XZ6w_q!8f1v0?yJO251m4;Bz)V{J>19<2*@EQI@?ojq7ROd z!ecF?qTiWq)6^be+6A-m*v|)*R~)Cu?;SCP+}w8}Kb#`uLj!p%H|m8m(5A99#3zRF zLH225$;wJtZ+g{9-jG~;`~f>A+M=>0GIGw&?UTxqPI|yF4O2H#u-@UYArtSDEKo*xDOZZ1YK#lcw?=QBz_%dJiK!9lLZDOxA zx+1pp{`^|0ZimffNchMuM6w;l=yYF6mTX-x*h69({dJB0>|50!mbZt{|!y?cB zYNHeV0l7K(s4%iw`2Iduu9s8{Pvn@o?^#K%3%_(D@1lWZ{F-7;orTj1UGz$K@A+_y zi(IZjgJGbg=&VRP#24;W#!@q8>;X=#z;o^<6bp}*jf|bpzGq|S&NQs8b#a*KdYF4Qx;By`vu4E8 zTd~W{fN_OM_MpbIjom(oytQFGYdeMYG==MoEsnd{)mGF;EP>Y4)@K{u2?D0M+BR5~ibSd<66nn~U&HE?IX+8qxfyXUt zF$d5ncy&K~={9F`DWY%|&E6SONDjVjlL-#xBy00Z@Fpbpe0|CthE(xcp>g4w6&NT& zUU9Z?m9S_wPUpO;++pQXcKnfvvZ|(R7J`8fgOcsCX)R=Iy|GUz!A5!8a$P-LRPg#x zgo=?To0OG|>|LSNr71NuTekqja3f)0tUm(JmY38!lG6J%q&X;b>@7ePa zcg=GNB*BRMfB1Uus3zO5O%z{LEC@E5lqet|Rghj16#)?i={->*H3HHh5TYQUNO_Sa zU7B+@%l_- z9T}T!cc7g+H-16GmUhpXy%tscd~QM5XUG3Nc~pyIo9La89^Y$OO@~@0<`d!^Z#e~F zeR0}=Y%HzwaN{lE>F|2*{iyhp_v+Ju!;Qj168u%sjx9T{$E5^aB9?&6FfG;^esjGA zFTZgqjN6WqR}ou)Qf{DNT<3I3Jyq!2{}V53uE~;kzxtVX_cq-}9ZU`|66QhIMLztc zlY*z8^WTTS2$3(!1Y!p0`TgYXGPSCBuTLgi+mGxv53)NL*Gnc6i}oC4B=FC>zfbIX?9`TGQw5uAAMO+%=ji7jbXGgO&^he;ZHs*5@vzY5)#rndYh1 z7Q)E3;FWgMsSliWWP=-DMN7L~+u-&faTQ6bgX6(de{1{Lq`(ssUyy}CpVTyUWkzu3 zZbVKlRU{+DT&a1(Css(F@;Khbg2k9R@`ElApvDY>)2iiqQi+^XJ`a~YD`}dvZHY<# z&uD+C30wuz!0lpr-br%lug;ZE&F^#H^$#c=Z|X8WXK{(BzcrkL9H^>}n0M5zXkb5= zmaXb#|AV}g+lP{6kk30`c$)DvCMwOv;qt2ManrV`VoG(`gJqrE9T6w{cjXu2APSEm z59FO5uQ^nt1Z>84IVG1}H(_e6!Q{8t802F-Hpl%3o$USY?;W4M8xaVv;e_*h5{uWf zX4oOV)MP_T*)C}^O8}Tv@>8FgX=Mq%FKws>VdNpO(ytiHwd|>x%=Itx2NdLr)5E`X za^1+)$@o4_RoUIw8fJOOK0dKVigX}FXKa2gPJF+6|##3%E&~$zGaI{72 znP&s0Y3~1?yJ|s-{5%x5x+JmvA62ZN#=Z`%+ZYfB92JSQZcam-|I(c*LPF8Udi6Sg z>9XyiAaf1)!~Y;^|K+0p-){Q<`&DEJ%t`u2hCM@=CYK*)I{YE(&?6*Rw%?teotfu(hzHY}>g6#GPbmd% zxV{Jd-MZrq1$MfnWf_vuVJ;sb9W_1W2p?1P-MkHEnLz|t;PVuU$XFvtpY6()7&^1T z*mdHvuG>0ZdyrO=RPT7gv0Ra_;HshvSE@1U6ckixjCnA_iLU4va5$&HH&<-GMiM;4 zlL&;=31Qn^xIOeoPTf)}X?r&PW-$YYg&W@Ny_=IR0du>+oK3X2 zN0Wg4r8AW4J=K8vzCIu9m@fzLw6ga+K6`m?@)d960NuFW`-dD5FQ8}g)(2qncR1c+ zg2MS@jD$>%o;#?F7S)=dpPWk$vGn-)v^`?f3E&W@AmYc~YbSj`o;o%yt@OEvFMhcn zDZ*Q}5L-gjfaSbv_ z%K+_=`5-?-{Xv(WTPPCWfaCs47mNBtJiqcP6XGQgdhz|TB#vIjpsNltqx=zN-(Gb= zW#lLe(5%=e>C^=uO#lAQb}edZfG|FH(a(boC=&KQb?#GiF=&qvGt$gd?^EzPy!njq zi`EUhG1bZ=9<5d#6;v^I<0cXUgbth;jaVO>HizXL4-z42R*-M04fdZYb8_A04Xg)W zqdj+>>@_EKs{F=qmwp(rQ}QIE`*)W^xt1^b(qclV%pK_zZuQD9MMK-kA|wdexECtF`r-1Q`d1%R;aZ{Jra?UA@ zAv<<(wJ;5yOsc>Dqf#R($Nhu<)|G>~2=rAke_6`?vHC~eKf~3hPsPH1WYY_^4y;CY z)NUs9P51Fp*V#)b_W5&i+^B-R&e0g#ZN6GBaJR0uG6udc(hlaV+w=M=ag;>rl}miT z>nH_U@Zbk68;HyTTheS7`$7M)$&+JbN7&$F!aYR}zlyH2B}ec3{v|<0+jbq8LwyjQ+|Sf9bBZG-W%x6CoS?5I5@Z)cR0EPfJ=wPOyxLp;K1% z@E_bvtd|h+k8yXok)cqB`41iD%SuG>!5$%OTN#mawL#!HMr>-CDTFUDFtIFeOcGm~$-sEc!xZ{TNoI-z@kk@svxAjiE8Zfz{%?{_jPGYArqT!Cgx8K{I64F1e1ex@? z+x=$1(6&my{5$fH_~v5hjhs zNgFytO<%oOLJM@y^4|l*IcSF?s#1rMS(fks)U1b-so*Xqpv}7U*Eav)ag59D0`)z+ z?W1o6_PgYeSG;4Gj0@SUF@$@Fj_D!Crdz{CLG!nR}hhs5s%X%4NeHjraT8 zFxk1y%00f_)Jr2gSLL~oq4Uaa$r=jvW$ut($#2SO>-VTkQUJ-${m>x0YbO>pc!V?Mv*o769!h+yNBID-vk@Z6vanRV z3+`M8$O|JIyt>HR=T6Ei*N|ERG{Y6+mY&2tGajBt=X6J0f0f%7NhlYT-Z!xPCq#@U^{2mpKoA++x@?Q0tka+0xOG07Qqbm9|H|dOXm|4b2OW-LyxCp_ z;j90}nOAOnuaw`~zSe&B#uJp{HrDo}x!q#`KTclnfhWf=34X0-oBu+5_kG>nwT1sj zWK47_!ym-z+!r4CdQ#A$4^d=2(f-}3L6tT41y3vs_@1UjOA%YE!(3hPhI!saLUyg;Ye7)-jhn6`~S2Q2U& znMBib9pXgJu8XY7)n0{uA}f&E0h$b(W=`i^T_Y@3bIE%hSdqTiFY8q-3UYMjM)xk_ z23NCJDpaN{)N6-NTn-rbCu{P!3VR4q!?U%o7wycX@~48CAwxCX&nk+BMfm7G7oz|f z(dX>(R*|B2^QLkyLCz;S%lZN(#~+w>l0DWmUUb~z#`-q8YCw-Bc5fFrI(Y*Nrp+P+ z9rz?SHUKOR8~{!)5z!>CYnjRZv7@cz7t-srnuby&;p4_FpQ|@)kkHvmci1 z?oXykX@0Ng%0)l=m4cR`vZcH7Hr5>%Q5O^eu2a$B zO*aF(l1C+5*T|2%ZtfiFyivDDFZ|5vni5Gber-6aiu<)$5vTENfw zj_F8GqAGIrB?Kq?i6CyNTBMIT@Z?rtXA;0XK>&xoWERciUdTly2 zTcEuGDU7KOLxgu0q?{`pmlV)Q{KJW#q1~USA4=@|Z1c9}ImF$KnDgeW4gcmZUGV3q zObe|ZHw}ukXo$#)q|?v9q54n$CbUd$$w)H|(TlsakCKr~MPLJ+F#%tC|AFsx)lu<4 zaF!RSTsrihQ%q++Y7;lGgKj7%zGg7v*z;-POSUP90mM1DOazE)NBrLV7gLYr`H7iN z#>_2B$Xb%qe+nY%Ll5J}^Hm?b!)YT4s(X{CMSblBekt4dWq#XLPH{+^= ztL^UVeem_dj~Jtu)<=so6IFUk>7L-|6VEnh1()2ye<2AiDX%pVOgc}78UkB83HU1# zdXFiatJu$p)mPby)lm2Lg6RtoM){KA&0mQ)8JYV%41Did*o?~U#fx|$lQ7*IFuOAc zF0sN3QQcZk?+=dX#;kNkILKHnva z`Kwb<`(6}5G)KK=ez1*s-TIY3M|AUO;nV3R;T#*F~^V9aC0uICoP&^NSw9qQjiP` zR>i{(C(}F@@9S-q6%+rwA)cl69Adt;>AGqwJ=(e-67GQXOBhcu?&-LpV?$5;mHfa$ zauN-#2+Sr0dC+C^GyGa+sDNsvNvThEhp#7F)oZHd*z=f0iY(g%^etEQQB>(0G;e>a z`)S$Dz>o~crI$?scAOLB8^bSQoyr18cc$x~WX3b(@Hg4;Z`UM^I);ZoDh=PSmK5y1 zxOBAmgJ2Ry-HQHKgC}j#fwgAZBs`yUWhRxXKnb$TG8PX~A{@kKb8Lxa2iS1;abv)bpjapQr&3OHhiyvf?dEn zkY15xUoA-pYZXM6;ZB~@^HX2>o&ZX7EA$oIord}9>QzQFJ$5c%t9robrla%7E^olV zx128Bv+sBRjr6P3MwE^CnQ}dJ)c*{tW!Og(gS^cser1N?{)6PI6>%R1D)z-P_#SN} z?v8khG{&{sK(yJM1NT~m;jqtYqbfrY&MCroSVy~}lx?;St27P=ckr1wiSs4rGYZ*! zz3Oi(xQ}5ju3N$bqqUfyCBg6U@|O{D&6mKdeym2lZOjMDn_m)ISm4AuyuiEOMSoueHbY36W!eTzQ5H%5aRh^qTiB_eap5v7@yaHyt>k zY1tLXy{=lsN6;A2&DZ?oa?JT>AMFdI=UZ~!VoJ@p6hHo*JuR2Fp;aB=%DnWuHvHxp z`Z6jz=1n=F%(|hU%eeAMQ6KVYi*n3gI$Y#fx!9XS9~+yq#O1t*OzykIC^6C07~>Y~ zqgB`~bTd~YkN_-bB8}J<8|P9fI$YKn{C4FqG8nt3J;zAv0=7fhNvb0f6?p`c9 zH?RA?qr1%4fGW$Ko?0_|NpO1$57Gjm9S*u=Z1yi=?r((_+;2Wd2XgUcJSi4cf0OKE z@V>uS+*qB3#ayJQT#V$be&87M$l72POdPS_JI79A!O@SEIzHCtg6|v^Im&Cq61`CdZ#j~-V3@uBc(XyuDauO`OKlyUjwM)O9_`D_j%p2mW`X?bx z(r}&~!%GEPc`HCiOdF{^A2-W83^%7{J;|HOjo7%jeTcr!6CMS{^P8w{8>V>Om+xwy zxh3C{{t?}-#V}+ym+ByDPj0L`dBR4h_FgJ&=^WT9dcM|;WOj28M>`N2FtWKu3uJ(f~ zw%)o}Yz$4GTG%r6q$LJgG^DBSCnJYGMZ?MxS1C6c=KaeY`CUj(8_m;iG@Wx_)qp?! zh#acdU!0>{M`+bleRn=jYCIl#f3xx|OG`@fi1E|&vt)v;l=4{ukHD1;{NP`@l*rzN zK6&E;+TdJ?aht@1^XmhOZboONs0(YlV}c`KHu32bZV9Su;A8lpn>o&*7l22rlviwv;J1{5jiM`uU09=;Irct3)%k07B(IKI%X#?&r|Z#M+RST+ ztr_tTD;$cK>Ew@Ch{+J6qZzqDnk|Y08W;&5@qa+F_UHHSr|}QV?tXU!YlOQbcLpM9 zKaE!`z6?I^o|a0!L)9Z$dRHZS#gGnWKC}{e8zD8ofwrM&@1w(sI$JZmvjk1Dd6I8k zSDS7R$NOMt4hz1`;MBqaqS}|I_i)S!*XM3L1qFCD0SYr8OTCjij#(WpLa&OTC2@mY zxOHey7P=YIc+pQhq<5^iLgM=KOu_B=S+ms%t8ujADcUZnbYw9v;dP|>87R5r>0u|U zj4gaXs7r?6&3BC6uWIw5G%&ZEjb-3+;@^)``Y-qg+0Q;C!S}XA!OVLXqm{c_UWl>+ zUqbBniw;$Q_wb^`7l>C*vvbxIu%XP469%V1UTo)lY8#o9B@VQhW~DVV*Pp_gKzo`1 zpdk5trLla-PtFOq;`m}ueGM{0w|a=tr~=-N5s7}G5bD*&{B3NiB-%c6idk-r;~V|y zl_M4XCK`Bu3f&etW3W)}BU;FG5jNV&(`#XD;ucRs!PO&0YW#!VtGxVgPUj+F`Oqv3E{v5tORWeYt5P`2s6S~}yuY=`A@FdG95}TU6cTY=v>VkNk&y}c01^^T|AlP8gE&ifkH))gU?%LyUt<{DQGkHqwn*8KejVfj#iBNZU# zCox!AnV##NWMsWjI-TV(chZtaMGPqe@a*|slGp;kl537T(UaJ>wCI!dPfv~L#WC!(Q-xpChJp|9XSQvo8g89PZkdyDv zaZ{lkx~(`LxiwcjOK|W3Hk~w+38;&?{UtZl{5H|d6M35}bClM-DNCCu;Eg`nCyv7^ zNYSmwH5=EZtEp=KRjmt2@;cY^z*#GW?K#a1Gr=-I=v`=tUciK`TaQ#mBYUO4p*?!< z2^F~I?Tz`APRd^2uVENBR)xo5FGe zw(P=5*`f9n?b=pZECjW**^WPPG!Ff~NxL>XI17ni6v*P7?URIMGZgU&phN`qs5ipO zu3!)nQKxE4Xp-E}u6m_UAq92(`L#|Typs~{x4UmkyUegJ(q!btb_X>UU)+94lvP&p z#nObf4+U{zLu=9w%XVdVgPtR60k&iel)JTAschkbqv>B0ulkr@R=~~R-=B>|6$HH) z4|0}4Z|*5QtVzCEfyPqstJtt)KVu8_b0_#FXb%nLav1<+|-4RRsYTAnf2TeDyMvm%)k;589@e#>Q-TPO` z>Rw@orlXfwc$?ePZLX4(&Tb!ln7W@#&8Q5B-o7@df8tl|`Hxr;M*xm3@|)FOJ~JKx zF|0)Dl2o%!(T`LwTLc2$Ph9T$p*5S&&7w14HILc8f`Ze z&ovc#RDIL^RCU2r%C+;OEShSXs~zw57P6CNdYgHXW$8s4e6l=h+}v5cMy}du#bB1D!rn{ zhmdBzj~SsN>&(&r1x%zrfq&{!rc)ZA&s2{cH8f3#prhwcBu5`JQoo=VxU^vGq|y=D zbl$I`qRUXRPitF{dS9fG#uf+phK&}CgH%dL4Kh_HIA%_rcoU1^FaqoSH+USpD1aluv(=yey}VsGu|K% zfbIaHHVaCn#VktI6yH?k;2JSL8C)Oh(3CgiLPoD^d3kY%*J;YKun~*RPIRM8Z;w}8r$WPITXqlLD-S1%Lz{JoLD0cQQ0S&^n zWMC5pi51-DAU~U0Lt3|;u)V0<&zr%+vi*z~A(H{CmiuNF8qSq{@5sgeHn9D(mHK-8 zL-+KqS5OVlTMWYS3F}n^W5tMi@f<79luo5{o8~h|GNe68v|Ad8k|+6>$Y7#>IH_!)!d$(~hub&b~Wz=-6P+Rlsju8dDaHiW%7vnmg( ziJe$9h<2@0p`WMbOjT^Eotm0{T1qAa(+FdI_GESML|IGh`jy8xt57vxT$9Zqkrb<&||8j!>Y*+i?#Rr#TXSj+p9y`J?xthK{bAp%Ia}`Mb56 z{3<&qCvPxjIA*hZhHb-NWzd+SzYwn44CQYeBx;!!dWgw-Rn`RP28TYoZ>lp8nhxza z%bfhL??T4M|GHuvsh|8f7SJqysM6|vRCU9kdn{Rh>LGP{hq)Ux`s7apDTlpsD{Rv! zTu3o`f+w2H;*a;gy0=`MwD_0qi>F!2QI#rw*nL8*(){_)`R8qEvu;zLwh-Ho$krsC zm!IB#dtQIzS)H!YeZ$vE=eEtTmEqXW{`dXyB^!gU5OCQbc3JRq!!`M@kBRG{q>$EG zg^<^kQ~aANPUG|sr$=|@AMWMp7{ajvcs`NAP|e*96k2e*Z=o93l`$u`n0cnpcDyn8 zF51CP&cYoG%#iyshbNyKZ+j=er_0-L=;C|uSX%`_P-`IA$v?Vb-S{m8e<|s z2UEmNlCeYca6@EPgrcQRVLG+^y%XCBk}>&gnwcgLLM?5A#Xp9GcLFUciH2JoOR+s@ zOhvO-Z_8S+YLN*>LEdS!RZlvz4CXVqor{(t z4;~rfwu$-o922>}Y=(7r`FKE!8*;cL8eOw32CPQ zd5vP|hXdhYjM`6&bF)g;_>@N%_VrcyXb_H4ohOFcxAG`5=%+l77^{-~k5ISMs%*mo zoyfA05$NS_=zYW8xw0IbCRm0fthp06JNLRQx~C@eUXTL0C_o45jrr_I6vBw<*^QUK zr)TuKSjQZgR&GVZn-M#HjUCQTbUF3NlycYM4Hb^>x~(VjX**d|$|nEJ>^+`7gB^!a zGi|7;th0nIDNW}O*$XKV;{#q6XQ8L7P--@0K_%8%X7jXI%=M-0!;-L9>&b4B9rg6b zvDDuc*a)z&X~oqbYYh?mx6EfrhRW_Vf%PtoIyDAj+o#iU@_NH;+Es)8-|nz#Tkghy zT5Rcu@^_m?C)p&4L$I9uVs|LGKX5sM0IcXbiMw=uO8acv5-7y&ZEE;Jo#(08f@M?( zWCGMSyDD>x+dAEI0|3{5>hG~eFHBu3bR?|CHc|iV&ZN{vTR68kU&f`|?=>@O-FEqy zZs7h;gWIdHDU(M$vgyT)HUfrbI@Tq7QbodL$I)OdYNelT2A=$!BrtZ+-!BllrQ_jU zLZfDCKjud*Bzvqwdw%)(?M3`z>mJ)SR;F9E$An>lgU>CHPB!)_?QB#}4QB`c;rerw zTORJKL*Sn*Iv+B{azx^)yxH2m)ptN~OXo0?tE<^XS7?0Mrl{qbP~*IJ#Fkzbq)%t1 zp<5bNsHKDGg;&tkU9q-jZo9B|Ymm~8k|oe5qdQ}f{BF~-$7Bw68|`)-3{+%MXR6ptcd zY@y3p)Q+y(`KqY^xNH%Ad(X9X<&a!`~ClMw*Bomnj5v3?*PhCW<3QB3O+hw}*-QUHnk-T%_}=#rwJIcewRr zK@AaBERVSweXSah6?@f}Tn*wI1ifak+MVm^rY#nS6RE!@tCFu!M+MJ+ceMw-Hl&Ht zWI{xy%`|Rlaz)`DcE@qcbCV4oZYJR&4~ZQLXGX=P$jrHPy;~LoUh03U-Ual|39W_( zYXM1AA5iD+o=^~68}K(ar={REpxT7KdSdH@6+g!(nAl>-l-o&g)J$5Y-#PohFqDqK zOFPo-Y@zX|i-q34t!!r1M)2jQ@)tsS5xGNte9rH>dwAB_0{TpA81rmzWUTR4RL%|cq1Ag?9Kb)Ax6EI{`|vfX>S9V(Pu-U1flm$>{kr8)4tqz} z=D=?2;>KVIFVa)C@sb~~%=_%tX5=;4*~9r;op3nzoN8uTza9P)HJ5jcDQUd5`ARUraqDf=*D_ts4o)thP(X$I9<*L1S}qHo z@Jf!8`njUa($vkpBRC7xqJH(jS2%W!rJdQE8H<>E+Z%VhSL*ej?vGZ5U>Ln_3F9F0 zo8@PtGca6O4yt-JzeELb2(!ZrPI{<>80?dV(caa1^#=$XSjq2|rP;u*KjYJTNV1V2 zAZ3)z%qg+2?ED!_x3rG|?Mr<7OII$QeL4}V*(9^^Zr?-lgQXlftiZrYj5h*<6c>L7 zKM3p;9IA1?VT!gh@66owIDcHkSCu{4+<8qrz~XNJvSMWKM-n|^TOeSryT&T1$ax32hYRN&Pck{A>Aa{&-9#mSX(r|u zF&FwCnIvh)NR^!<6nR0}NngsgBiy#5p>E0gQN4}_Y5o-ziV;d2-HA~UU%r znX@g1E40D|=Cz#p)R(F;_x9$(SBL%>+E_Ib=hmQNRilfbhsMPl9+@&Wt|K{)Jh&onothEc306Cc<;1qTQ{cmEgxXTFgaMlyO^sUF9( zU$TCb8_UMl_bS!!J-yE4Yfsx!@4%+`J8tEb*v61#fJ|v|_MN}=;?=Oj*;rFkoasmGmwt!x3--Ma^U3@S2Z9$`9q0*Zz2xlfQHcEgBE5 z%r^8ejs)#ZIO{-#QMOO22Qi*_j<6dCXAgG+4e$P&Ap7WAVJW=7R@z4D=bfzOH^BOw%&zKn2L;^Ag zdK3yA9Ih5n!fJ&wO2KxDBXZYwS!8aXi}HCJM8;-YIoyHq117>19>c2j?uFzYu_czU zp9Vk=KjPl&4l72m9_qX+K72iN!lSWlf{aV(mn9SU*ONLlgp6$$UJ0fhw%bF;-}k+C zm#nIIGnoGl-5)J~oWqI(3`U}&l>xcCkX;@CGAwCeLpR3k#dhvFcJXo-{z{y=CLJMk zcBHkz0Pyj+p$9Cu9~aAVU5Z~6z37R}^OufqW6g+L z!>#bS&7?kpy2`x~R22-2l}nxx${bl;u${9jMesbaUdcXZ!30jajg6_8z+sk#g*lM< z+MW7G8%8c0o+XucI4)bRf(rsS+dYM&0$0FJE-~DTz6?z|AMaoyo;|Qd@b}&8a;!EW zc5R7l;RDi2Qj->h(yK=eor~kIRfO#POI)AZ&!4-BwZ{a3{~<}(7XPI~tk*(Q2kHMf z@qBO@eL)mURlvkS5FnCBT+z}c327|7ZELM!K&iu{bH`uVM%`MNd&xkQvO#vnK%%@n zEH$T|?5+U}M}pgt09oYNWatiOPv@?Twa)Z<CD-G`NqI;vJcWhiW;Tx~qXIV+ECEGryyTsydyiRDhO36=HwufHJ zoGDK|pZ53VUttg??d*Ayad~g9t z=Y#oT-Z2?JDR;FiKAE@^k4t&-_O}QXFice>}KlLAhrTU z-1rEJOA)Y~R9l=P_j~p|Vman6m~Le94kUZE%DO)CKVTWB9JC<`3A8~-Sz0L82K0ph z=G?dbW;TmEY!^-$n8~pXuM0dg1ORF)`5n5dAfvn zXKB9(#js^I)(VYD9{Q`i;{KVb6&vwj`I&`k_s)))UhYn%hzou_3%ir>mRi;rfh4`~ zgpbro@s*RsI%Wnx+d*O{c$6pGzVb;Fx#<$V$loihW%1_8&!HpRZuKCjzfGb>zPGKR z3GsHk)Ao0Ggk(g;AMBp7b2!$K^k@NprBygV<|?-0Wnig#7V~JxvbiyuO&Wc1P3}%C zky!5{)UWyvejPw2+9Bm^?MnD?f92}Y;;WZ5c8W3tzhrV>K-Me7kK}zZG&_Nx9%&TB z4#z)2-B>W&{^aSfTI`s}fKeSiYBZlVmMpOMll;b+FN<;80yaaMVq=l3412`jr<`1tE+T@&{_ z&7S+6$w{w!@(SQZBZ;9ZTJyMV*dlX~RCYxxH(ayx;?>}uHl;16%r#eVEU~I3GNKVg zsm*uN;Cf-!C1-A2K|m{2vI2DLfKen=qQF72^_H_^!Ihg9 z$HcCqVq|RcOk7(H*KS)R%Qc3lQE+skb(7u<1`u zv?jFgsUdKZ$;YJt{wFT2!_>=f-Rm~f;mS5@JU3epYMH$et)JGHp7f0(6Pel%jlTZr&&t~6lQq9P{st@YGV*XX zujg%p%V3CL1mw&)VY}`Hz1ef!pD>*!DZ05;A<|VDkOn7R^Tm3wbyiX zQJ!L|tUKkROty@-9B7un)kIAryBYilu@p6G$r0$X8o#WVK#_M2`a6~NY3?jbN!cymc+t5wZnbKE!BLdFE_*G zb6mSd5+adodhbW!Q5p`t!?A1`qZ~##mewCPO)Yb~bhWoEel?FxMJDEM7=QCr*xV2< z{$QWwUtWXx=^9n~hw#&nmzpl46I_-h^$2P|LEi&E)HqV1#WpQn{1rs%BsQxe*phIjN{i(y2E6 z`Te;yG%UO#WXW<4AX3>m`nD2Yx2gO>l9nL4yrR$td ze3kn1WfGDr;+2DjUk~eIZ#I(a2=d3xG?jgHo2Yfk)YQE9HL!~DhL2TF_A6u3yVc7Exl|9Yy>JcYm*^0RoWs-r9$K!!>|EXHMP{<)nZ)0yH+Hr<#MO;rhdZ6!KU_cF%Kv zBTf`bB(~z;Q=xb4oRPCfixtw_s@)figSg~|f3H#wp{22-cs%0mH2;!Vf8~_!Yc>T~ zJO{C00AC{~G5>sX*J6YXCPaUwD1xr&Dx#Hr^_L=2Z$;tML-DH5go$vaFJR^4K$toh zcgAy#aaZORokWrhv+7~>*!HHC*shYoGUv593H`vp*F6FUb1h0-t_YQ!D=8ChVSniq zgPa-d!>8r6k%j^nKbQIF#u-ieH;91Ee`#{W5I6Cgy0Z>y`W$%nmE4N6GSsMk#AN{8 z0Y>a0QH$)a9$iHtoz0=d^KcJo@6uI2SMix{w{E6XVv<*GVX+T1c~qg|(lF_m#!yC)nToliff4eGd`)hP|9ekJHSA2BzpquJ@^> zY%{AdM-LD4Q02=s+X$EkyGrEk1x?^=}sE6|;+T^AtiZvudecU&X%{_W4zoP+q40ERl74HVe*Hh9NXhq+^+$Vj5ONi zxxLv<&rQq6tF+X_M%zaVwd1w@nTQ@^nnpuV^RPkYl>)s|v=KP+0i4{gpS=d%+hz&7lxx`#OKBwYqVgeZ0+eh@zC zO3_)=XB^F}1?kV1j$v;cMQxrW9Rt`|fG0(PnkQp^70+U}adX;!ZLn?ZM1U*6^$E`G z5I~Rucqk0$hF_b&=;HDK($Sa^!F*$DD0lP>5Lkerji$(=p(+X0eP-j)V?HDmky2ZY z2$`P2FT?7X0S<{6HO*EbT5T+8Gr#XIUAv(eoOVfUk6!=xcTSXC+Z{hl3!XKHPYOl< z9U`eOT3N7x1sz;k9=0@IqG>F+NZZN~36$HBw98KxA>+uubYwTp#ML$^eQor6uXYH^ zO6OU!5RP(*jyc=!E7ZfmHAmc(YxFQ8qxXZeR-blGm#h3~2dkU?xZ%i2{@ zw^oW+wYBRxhGCX{qYqCQ7%IF#%>K%oJeS=g>^WbT=+g4_E!6{; z%*8wnjoPz^(LE2CVIL3)frf`zuMb|rCwwbBF`Er{xK-Vw6npDk2IJS)hidX)*JR}l z=QW0H$MtO&Kdao@f372zJQkD|+WRK^Aldz94hcy}v6~ebQI?a77d*4XDuf?!FgO-j zLSq+2K(~T!bh19a2=^0tK&xog3ju6E0(Tm1E$&9p=6WOFe`#`5@y=Dt8jI)5bQX(w zi>{@0lw^dWL{H-|Rn*7@=iDMorFIt!X7L5TIQ+G+JYbcvkf)j1mluNQV=E$hXz~(1~sjLcThk&*-#2=I_GmEL%Toh=ifM5p{~8MEzoe^DW z5rut`Xenu_FcG{vmTW^vUm0r^{L_6Rt0l10mmC<1@CBAWyyCqlJ-uwstPV25|Pl*42(SA{bm;9bl&G$m3ior%#?}Yc3|&$Uib06JDA8@nr28Tm{q`W zw7IZ4$DI3)5)siGbv)v}d1%}i1rHViSc*uYH3(?aSmJU+-Shne;=gB1O(;YQ_I+BY zuX5Ve3C)i41Zy3gog5-XP0MRwr)eR@>?_(x*?dtj+zEV_)N*1_ZPVA9CI;+xi~@sT zO;#mB841Txp`pu90Fm|U{|n#nT*=-p?Zw3)AX?xmn#x{5Uj7f~?Jr#nlmZZ2sxh<_ z3}R1iVU7}W?JBK>6`(vxB2Ic}mjeIN2{n-5Kskg_m7oML--2{@4XKBW{!7<2NYMwN z(bz>aRpiCq*$FeiL#1g)E~ZgqFt`5Ft(zH#j17+ehxPmO|Ie5BZ{EcJeEpgHn!#tU zwGC}w<_Lx*EOBOlGpi{gS>cm2*bqB@6r#&L^|fgw zGX*wJWE8aWV#8ARiMspp*2byUp~Pj`v0pIHO0_J z8iqv}1EwSpGX!{Uk>}6rck5wpO&RmgP4bI}TAiV2Gl#qCPCuMqAc#|xGyN1oFCf9% z*ZXevQ&&s3^{X8E(i+`q?#)NCv#W{kBL4?-Z~fQQ|A%qo2Ni>`=u!beknWs_bhorh zGXZHBFjNGTnzXb?=Ojmu9^EjyVG;wzhyi2X=X=*r_aAWow#R;1^DtKYPYn3IHd0NZ_P-EhBZ!Qj zFwlG7<>CI(8EORvQDp^Qv*CsI0oq-sHGjHFW`AeEpdCULdk)*QG0f{wrn=fMXi98I z8e8j^gD1u6Y0|j6kAJ_iTXzNW-`ox;qJj3HnFQhA1Zs!2u*~=Be$x`#V2fwVF5AS8z~3_Z9cL1 z-tN@z8`+TKKLJ6x0+37@HUZnTR~{R=XDQfyVtca7ANHJ+v$7_o`cELHdKiif3-=Jk zsA|mumr(_x$~*(b8Moo1!XYjeW+RVZ9xrMB05rRCUJEE$Sd7EyilzHsTc`uci0$4M z#N46Z+;;)`^M+A@Q&YY&4%LDObPj?L;9+Ni@N3BCR+7C z-^U;RXG<%=Q)l9(jtU;w9vLsIEOCqDy?(*=@rZ zBuQQA69`_tQrK2%bByleEZwcS|JjldZOnTgQ_lB9nyUeir9B3ikOXeQs8-gQKCgGd z@8HU}xTYV!Paq#tmxgDbuu80}HODXQF!FCjuf{9S^*g`ACGwSy#lMeEmgd{)xA@lGd7az6m=!cam{5CTT-8q-h=A7` z*ZjHUlhx!?3(VHdx2QqH@7Sw7bxwtmJ#n~_t|;+{kJL2@sE0f3AXHarQ!UA#SheU* zhQtJ-JLx03vhQpm=5GE?lhC(j4qhEH)QU-SmADWid)w!>s=98K-3DhB`0No3_7Exa zRMGfvxm#JoGj<2XrD2ei=qG1;8cs0g{#r96Y61)F{&+O65fWx*!FSvX$`7y#uEklj z-^J0agcmv(Ymcj*)~l1~EweYYgVa#YB%c#T1&%qr%|MjWF(sP+A|r>kI`VQHn972F z);Qz_RO*YJ>?|C89{|F4%q}$ud6#DNPgZB?YaaWDyv^u&)uob$J5pu4Et+Gc(pvcs zHSk7vi8iourCk4RqV(Eb*_rvR+C=q)JuvmIUc39I5qD-jBX-;Jgln*DNIuPF@DlzC zM+sR6;%Wemp3nkv>m}jVPC(r9#MhWT_wM z97(`&ZscU4TGNs&>4w=qy=IP7^VKER)R$vDIzwclQD>>f#_0*m`O+57ye}6}6CjN{ zM~~nKreFct@tj4J_49(KorTs7EL)*T?2??6Zw(m^_-%Dl!VPh!<+s{XTP@c^ceMm=RGGTte+ebR(l^byw0K3$5w$4Q|iU zci%?_sf_*4*8kEMo)l1_oL`icb-GbN#xpYP@(`*5PcvL5lAeEMopnf*kG)0r| zTE!Gp%%z0!Bh<`RnVG4q{c@K1mtgKs92ODIXHOexsCJq->JgX+_xeS%l!K?Fi&axU zjC2aW2{24ADqrWUEuW0^JBG;;(CeK! zLDD##x_vsea$xQ*x6j)iVrjY=)`j)*;EXxTdym=y@9WNopx9@Yt80f!`s%dJ*ZA~D zILVtyQ8tvO&s23LGcJ+6mn7cup>Hu2;HWRzdRU4N$?RDwZzQxfEO%3uh(X47^v zD&DGuDW;a?{(cTGLh$k8Ob{TWQP^6Hn5m870oZfc0HA}>S;?nQ9L4d@a+zb(I8COL4n>V+>p zfa%*jKE|S_^Zrb^iGgeDYtu9X)}>8j>f)@eMfvm1W%v~Sk!^XaK2&gXZpsc&EJ?PP z{j~5=l>uw;Eca>nVn1d(?Htx-Q_D3}bAKLuKRCyfd{~F!GVKI@muNE4tm;-}vB>9! zaa$4I{t?1-o<_J+1LewD)~T_t{JUGcrCVQ$G91~|qf)i~FoTrpJ7GJC%i96X2|GMn ztXa7SF^TLLNq#ZQ%?(60Mra2r(YG2tNNlZ{NlNyYDE8g0g^8!LZ1tZFMfa9ZHGm|~ z*J`*BcM*&ZHcj;#KZ0GN|EL{=8|3KRB4-pEceiy6Gq9|Z(dO<}m;WrIVvY# zPsL_Rs6TchZ7+5N^F<=Qb&a6q=Y2oYv^f2h@Xa;(w8WY4iq%iW&b~jZIW%pWPg_?Y zK&}DldyJPH>0-4ot-l1MP0Iz#KZE+karyF9Hv&*t%{7{P1P%jO=S5*ExX8+)yt~W( zA6dYi%Eug#2RA+bDnq{nfpC7GTFHoP4LGXSg#7I)^SM;*zLyid9#^LWp8h@HBlNmo zH{VDMJFPhUp>=gYV}5&_QO2HPhv3RD)5^Gaw&sW$@FEN|+9}kbN~Qhm3Ukg<4y4OJ z__tdX?p+@K){SAO6Dz-AF%Z6{eMWQDo0421(3b(CiIq0y6Lp_ohhY6G zLUbBAqqCTiIpu=b{4n4BMeck9>1SEJmBDqKC>58Hq~`khZ6&Mph!?1>W;Jzq6%=_>LH*o2#M_jiuxG&TIk+Hjs8nd_y%s3?cwpf%c9+mD%a zZ&*@vO#)%P^DhM`G;)4}Z9Y_guO!M{1x_cprD7sPG+X7D z?J=jFPALKEdzpgA8Mf-`qt#hHo$~s_2LuVvRf!L8KyS`j5io6W1KeR}2Q3o~eiNS1 zqpSkCi{lgcRKUTjTw%AVxHVPC%<}9 z=p>1h4JCn+ zxdD#CkaThUkL)A5tM)SI(uGJCahiOU-mJV@%~bd6iDV-%+kDfOe1EBQRf!u72iPD#AYViu<U3(@we%KDJg`$|@p( ze=8gG4bFiXo-A;FlzsN-D{;E@>!Hma;1mdnI31vdacOWF zm)@giF|eNj!L||;yd{wc;`(w@M}heG^>~DJDZHs#NSFGk(*+91Y$@xJqL@*e=n~D z-2kj{q+6wj%deh4D-T!$BHRi`avcnPfG^Ia`~qD^pa+->hsZXks6wLrIAcQYV&`cA zC_2A%+g>kplPs9$Sz3<@i1L2=5Hk4|KAVOp9MLH;K%M$~ZW||fjlX=Hmi^0TbEQsG zU^*ahKtMYy+nmPe^xDkR26DtjwV%PKjG^Tw?+@iRg77Lx#k6gwqGXv;kz`jZto@PD z+M%3_LclC?k)c$Npfk*IW=1MEH_L6YePL{RnmY2rC%~QioOX2_izRIc!&gmY^fhEn zL=plsjuP|Be){I+im}ylMnHI;g}x-)(2v&F9M${JAojUv8qc*=Kc6zJ`)keO+w+|? z8skdJeb-UP6jSm=gr>jeKv*Zd@=e_gN*fQ)aNGJ#TuMGKnGuyK~Qv!F&pQ4b6&0 zQGrskSq^tXuLA|R79n@5)mp*T8>`=?cBouJIt~sG_Rif;`{XiByBI(Ybz1isPuw-e z@43#&en0B=GWJzP`j@Wx6z&;c3Rs%W58cDTA~}Sg7N4(E3Jnqd3wdZmgYrbXO{jHe zsk|5rOqebrjI700<6u3aVDrrZOG``kB+;YSElH|xd8gvKp0=j*cLp+mn-y~NZ==(pV-;3Q-nyYW~T`6>}A~>tuy9~Vvx>a!@Xtr@F`IZ~@ z(2nKG*V*^sGt7VZ`Na8>g8U0`S(Vk zH1y_aso@6FkSU4(H;cxMMak0=R|Yc5w-6KRhKeF8JhjxySjDb||AM@JdVzj%$EC>6NpY3n0zqWyl|>%pJr=l1|wwV6y$MO_@bhHqtQc?KxJ z{{(9d#!;Zah3(Jm?gU`uK^G^dMov8$Mvu#4hk&>!^l6YHOa~E?A!t(`lzXW}8olRC zCuykpv9kRh*UzkF489b^PLfwDFtZZXDP?i-d$2$zzl+~phxP0(M?wZ8tJK-jnc4Yo zZ|VA0$oWbez+U*te)N|##>+z*SI?Oy(r{8+F2PzM~aoDtiAwE7mV2w@yAQonft*)3$l$_&s zBuy)|ADm|H6A@mU4zta?*Am2cOTKQA$*qW}lr$92weM0US;i9J90Z93u!2Ic9MK$LC$l?x=)rHt?ztu6<0{;^6`kGaf)q8x(1Zt|lv+j^D zHZ&n0mLmq}O2N)0iccMuP9M;1jb`nv$HA1^kKw})9?7h8d1VDg9w<;lN39H3!R1HW+edK|=|Z{(9bclm%9WFwb6sn95B6Z|E2|JP(Nm!o zMQ__YhAyxl>dX*@Lww)_mBn|6_tq9%49W+IDBXPR53F*pCKgjxM#veHY6J9b1dkMG zaf-3br!S1Eiq4_65%PWMu*TNZij?jp%0@(ET&e>;=@5rBu6VCDN6*_2{JnuYE~5V& z)hfeJDlwzc1_=FHNA2;gDaZR=4JYzp&r(06q>Q0BzlhsTo>h!!RL3secr*H#g|%gO zcEA(;EeH=iSQ{udn0v}k-+8$0Avln#Ya(CzhQ>WxYCY%C%n$Z8t9p#Q%Z6|$-KlFF zhW#LzZ}0g;7>_6Fb*#EV*)j5KBVyj$A?%O&VjX^at~N-qAh>E=ZPvH@DXkAmPjM*V zA6cg$9e+gBdhJ~Cqqd%F`;buU{NlE8m3dW40B#2-zwhp{AmO;MLCF8sUV1!6M6NK| zROtd2REo#$T&HTWrCN{LBTCdQc_Ddd?HQ;O9`vMgOKr$cw7aaCl#yE8vK`zw|Q{rj3V|D_wLE$iV`ZS!*$nW(;8!WWd+ zo1NqxNe=eaIEYO4pf5+-nF3Hf*L=aVqpN6X0AR0{M4Ss*N7`)Wkf$6t%wEWvZ#7OL zZQQw9nl7!pF}bFR4JZSg;DtE01W-ZeLfSQvPBeGsNF&e}htbKWjhmaBQCkw%l4m1$ z&-dEa8McrQcBZh!d#l0<(}KOg;{6-U+kh~O}eSMq zl^I*!zgqrBX65RVXK&)|9qi}BIDOzC36xGU>#zvg z&d0D=ddQ1u>3TBy^@H=sVqx+DDMmgklL#E$?yE`Se2DN9D5sXEYVAk9uJl%iV}+y~ zw%?oxb_qM{T)!juu#2R$*NDlGJ(aFif|&)uWMgRSMd(M_2C-!1qhwi{%9;|#Xx3PW z&@r698b>+3Y5PKp(v#lzzsZCpcrrr_s!obn%I;vlH=N$Z#+h2+EZ1W)!k3jhUS(+H zob+=;Sf1v5`;92rz^ZNFDL&fk49SFW^n5U;<55qetE+KA&0gp-Y^@@`ZWr@Zs~_1> z;(=x{=GPxg7NPAKl?a`zEM{}BxiQ~hY>`2&ZCdYry{DPDU|X>4a2L>ONfNn$za-5GWYqw)I8Em0@(qUcJvbDzAf39}X3XJDJ!9paekn=3@K z@Z%;JeH^T|12NfVzV_n*@Z)6=#mhn*Ed?e`<{$qf^KFS}Yn)8+^{9!z8KcO+Vtccu zkS~|Fvbr8g5hN-GWE|^llDU2mm%Ew)Jo#uAcR0=0rDu)HKW!(TF}J+R*{TnrTC`Lx zQ)iKV|CKmsdLR)XJ^-D|e)#loWN&dTT%A^VD%bp#XuBhGNV#M3_-2y%fxXW~xP^9O zRr)cAvjVWv`C}&2D#nP*F|Jl-c9&CpQMyFGmY^urnP-lU3N^WLh67|nuLg$H{g^x& zLjiZAd6JH^=ny&ev7lB+hCWG~G4EO|PwveGc=_W;A9=fDi}}BPj+=RV#EWzhB?UV# zwKpsgY}X_-P(Z_^RZ?s&E%9CM+gbQM6F%&5c??AlJ(Jb|p7j^nSWd}Y4U@!%sx)8h zvzO_6SmRdsxVRg_{fQ*0Zu{cn4w)*Ob1JkjY8;%j^9$H z@7DFroh}lzaW`P!%Y6IC7F62q6D>nDx^NVqmZ;Elf%Y*~-4si}3~?34u;g#DA>SO~ z;Mogd0v=bus+OVLXQsJ<@m=amD;N-T$Z~mSP)^~$7chF!Lv1;^xIPcSb(}a|2g0pG zSwVL`+CE-Tu%uq6U2=ikfPKR%7#r2UJL+xmvh=N79f+aUQfsvfIJdJ-+I@%nQBt#9 zc`Wr}Jefl~f0p!>uFlgY{K(dsR*@g2TexZRyFauEd=1v{m+B&EVx zD|XjywH>`|!6G$wJr2B(AJA=3`N!G;{$aU(WKDU&!2jAyb>;q7w(vY&wchaWFUrd% z{((0a;i*Y-YmLqvOT7701$)z;VLh3#?0OR-i+p$fk?Ghe)K`%Hk!dZ^3>;0<<>#*x zbT=)No&(uYMlo3$M2m84h{ggCGZiNJ@0yv?4c(VB6-!X*f6cktkcZVA+m@M36#Mc# z&x5d)M-J;q&vtnUQEdm!Sr`#a>xNgE4aV@KocXPYMVezd(^dev7kjwemHrLux)rEd zVKY#F?gdjCZ+#oFQWzybV$)pvOO!8FU;W8>v@w~yaFxki$Zt95vZb5iyE?&IYU2!) z3{hGe>f~<4d$`*e?jR#WYS^MyFmWczt*w9myqabIjAJY9vq!J)^t*T z({@HWTQ|#MKeXzB^H%e@+71Vz1AY;hsDy8BF3gmKG3uHqv+(mW?GGDvX45RKh7KYH zEt#-lFdC)8lCWq>>e{^IU4~z{L1mT3+X8_me79V7SIs$p$}6&`AARjDYQ7 zUW9yI!4XVRG}A2GAfh&;-6 zDfVc3f}c?MlFqeJrC!VIf_O(#Na`VYt%+wLTq*wyR&jV%#7sBdwX%0)SZr%skESM~ z<4)96bB>P>kKeaUMx_YRf(^dq(AcP?@raQEmXArzA~T5 zrxh=42ezNz@vl(lY-D^TpydwOc4k9OaaV&1b{##7FawcU@l*6(`=$I}Q1yaf0Of?0 z3tB(GV1&=xn)(s7Y%sWsNRKO2J#18}v+K&n4?)T0llU|?opdMXaN;%K#N!30Ab!lp*mUZLIBlQ3h90rz(Z7VOrf{%|DDK>V zN}A5F*8#TTJMQ1JsM0$cAI%^plaz^{_S-0A6;GtvPltj+Y&_x(i&^A%d>{~Z_DrLE znSW$We``h_&eoJSB z%i*Nb)W7NZo`?@v%}l381xuzryJ6y$RIH`llsz1;JU_xfGVbts`oNP%P7i`7jNWh% z7VUn_zOJ*ICLBrT%&1Va^mU^0vnnV?h&k<6TcIug?t!-b)(?tB+VLQ90sEPat0U13ywJ@74hi%yteS{%f9RVJr;_}jQPUS+B#yK#D=@MwG9d8DoS3>>1ZZ3f#RpL<*;=aP^SHFRk^YI`eTT2&1n zc&QuuPT{XoL}LqtnijGRrfwt}3`q2j1vuKq#F^;z_2?6m6iNR=ssRg zDg5WzYmVQsm==5Jj7?oPs;i;ka5)SUzpSXjCqK>#5Aqtd{S5$7YmKtLv{t|9Z*VoK zLjMNjt>3~sLpD_AoM^IINOt&Y41Xezb<*a=jl}S`0b4Di9iwu3K}$&|KMiGix*zFV zp``wAyX&=`w^@0hTJf4|_h|8=0{` zpYS;$^LL}5?SHqh9TpOh%HFnpXbrQs@X_KQYT@Nt&|vJnS@$HP`xz|8cNfjYjL##F z$^0(X@+Z})tSZNEL~_)J-R-mVDYEg|7-CVq%3SdjJqdiNyX$TGD)z7{~kWKZ~mUYP-6+ zOQ3$F_dV&h3lqq4F$uui0oC>I8O=z4=kYA~-U=-hkxT}>k;6=o+|EGqoxNnUu$m9! z5>qxU@qB#xljCd3;q)R}m|LZ1-^JxmlhIWV%*;}vX(<3kqk)s*48hQXDGZasB6QO) z-sarF$kA`x`i3P5?eYEi=Lc9?zroZ`KqG0*bp%2i;*Apy_O9Trc+NN1-8RDA+jzv! z3ybfZ9n5Qv9CWKql*^kv^j?U(go)C3{hxs}Vau#IK@WfRYgPb9Y_4KU}g>24X z&IS%ALxSyZ>G}FUC%Vkw_dD}h*}l~Uh#}t?5$Z(8r{PwGz~QO7+@;x8apETO2%eQjk8>wvPU}E?~al^DEi2v$W-URK3692g|T%O zzl>M?cZDrq-VA&(; zT+}K|-bdb?mcOZTLn6@UhM>Q=J6OF9n}|<%2bSiZ=)&uHV2?(A=2lIY6rRl{y9NZ>##2 zIwfx^rsw?EDz};!mKQDUJ{#>H_&o)1<)9en2MyYc6^R*#)O+i4X@wz@!=?TBVV8tu znTnMzT3@|ZmA*H`$Z}6eYrmB5=fRPo4 z@&q|tWv}8W!dI&ogEr?nwhSMk?|r)UJd0Y#|6tdK#s6$|zu~Z{%a2L*n|IS9yFsmM z)%-%2KH%rDDS|J-sDjL@tHY&C2f}X|JyprQM#ex+UK@bK=3mPDtDbfcY<+Btm9EQd zmT6tM{VI{$b?kY`KbdnZzO_kI?!}rfloQeC*^0WOzr*RmYSpwCSTfT8|VRvONG2^yaO-o zf_q`xGm(_Vo-;8u^qcuypJ?zoG)vLzmB&#!9`HOyS4N)2%i#lli7wan+;7M`*mtN-sLSPvd=|*=@sGL-SpMxpmYBOE+&YF3uB8Z-NgR z>y2q=c#35FUqe?&C2RIx4vu=+;Ba!n3b>$R4{WzQPX(lfME%-^X@0>+n}R(RMb^|k zb7+Qe!Z>knoE#6b)c3;z5Ip(v}#Sah@9xul)so1w4YiTc~kpTGRH#Ky{ zfJ&9#tXur#2`ZjWkI2}Zg*792u8odxl?`wjhZ%fZV8CcFeFS4-%qQFDMDvT`it(uZxJqaaXncM6Z^n_1Y>lD%tP!nA~!XK z{6;uL7$uH_#+6w)nSb>&Nl01|l@+e`7X`m>dC{X>}q33nzQBlRQ)~&4=gl$qB zHDd@fBeg4Azbs^7yDjSR~BS7_UZ8kht~^cdNC!mnSX6-q>KmA*Kv?m1uL`j#YphH}{~ zj@WyUs{=u)Kxp#^=Yl>=?`gSCS$Y7di}FmtE|arQFCs^WU#_<9vJugle?uN{eNK}% z5O-=rWiy;dOqv?9OgA>GbCpH$ihQX*|HC&@93eM1qteQSmx)T}Y98LyTMUMslag2- z>J}v5PUT?e07>t5WSe(S90-b;9CeC~*;Vtg&TNmKVlB)as$EONtU9D0c}7c*XrU>$ zYXYYJV1v{eoQsu;>ZZ@_7#5ierLkAeZelo*ef#U)wAOfCq3p!B>%P}ey66^(5&h&z zp%+W0AC6SVtL1inLOXcUwRKa!4#ex|2r1Nxd7|V%0#ouK7d>TWa*$~L@J^od#KT3@ zquIUsx8?Djj3ZkAJJ(4nh)F!}Y69eun=AQqt8#RLndG>-OOx?86Zu=cYqb@eV6~23 zChZ1BiXS2Y7sn-WD7H#S6x-~5iUS(x)N<(W-6^B({SkIX?N?MIcFqKq?(!Vx)R$>) z5O3Ow=&m}^=rdYt`dK!Gomi=2jvt|T_M8#(D}^wr@h^p}@d_#iTYfLT(=3_rBSx?0 z)Ezbb%^DQm5Y-EKOWz(L(c&!5r$aBPatA&Um$36k&e#-_-9}0fD zKL`3gvZ!xE>kqT8$Eh^=6j=!eM)gs~st=3K|CNE#?y}dSyH#-P-ygoLP4UV4=_PE~ z6`!?yc>f~7TKu&xd_ZVvI9qg)1jJE{+5Xo({r{rs|36;;|1nOMD@LZTEvW76@$$jL zNU(ZjSixD5IfhoQ?Tzz}WJ9-cJSMGF9CK+bp!j|R;m-=LA*ilx25?R|eAqu<8`{_XQk&{W= z+UAtj`}5{)wK822e@xt$nqD%^@;T#Xghj+^;)JPiHP6r}G0Y z228gcLhSjvEzJQRz|Q64>#!g`p#$TfHC?58zoBP)u?@W?2LG)<+&syMupWM|6pt0Fr7nE5dG+3 zK*~Ru(Zs>3iY$OqisJ&^wLd@a?AqT}tdO*`Tt(4U00{7r&qgbl&m<$f&EzQ9*Z2x) z4EL%d7Owh=ZDZ|pIWGvt$fS59n+2j`kpQpzr(m?esW zlqnnQq-WG=U|6LZ)HwqWI(NAUeuriioXl>5_xdIhva$>DaDn=IM@Qd22iYoZh$G6% z>cfiBa+enm?Hv{LQ<7)c5hu0>C6EHxmGboWg4EouBpj*gavZFDp{Nw7o3D+z?2hbuT zdj%hE9YqqzMzu;#)s`kZq#HHHZz9-Kwm50p-U1Jl!&dsNrn1vWq7CtG24jnxxl7va z1tVZC3|__O0C`k$t4cjhNsvZRdTK|Q1AoVQ7I?gsp47GckR)2;`kSC@05%hjO8+X< z8M^GHKk!^unU9CAgIB3Ty>CShT*l%xlHCLk)IFd2W97ss6AM}<~kH@Z!VbCkUMJ-PB zJv8DMQ(!|(uPOpNJx9y$7Nm1{rUF+G6|S&DGlBlQoM^dI75OJOS2GH>h9tRiGCiai62e9YMKkYw051h)Yo>8^G zQdUcjVxU|Ol$URDs{XH8>DJ6jY*wwD91C&b7*kYum86$YpWNfW{wz^xSol2B_nN-& zunK4vds6I*m1~EkS9qy?(>Kk4;|pJWQQ7ooy(RwAx^~_z<8-&%Jk~O3fGDrq;*gse zdDm-%oaoXe_=Q^H45cytBGhCF6Ni@sinbur<%!w6nQfOqV^x`~3CAXLx*s=dsd?Ye zihUUpH}RzW_h4SkfbC`Tkr&p4HzqOr`G^kEyuMI;?4j^%1$hD^1hi6KZhftL_>xy>|Mm^I1H6UBr@p)gp8(K*uyZVVfRk%uU z&#SD(2icdHMa5`r-n26am?^CK#koFR??vee=rwN6vV7PbVqCtIm*`L{kicvgCou&* ztBlm8UlxoMpSqT>^hEQG#hAVtH|e@|VAy`HqwPBuh|7F=880mzsPWgw8$m}3ybESu zVmPCurDPl9T~J?w)Jt8Ko|z)d!b%-S-YaN@#5iUhmV-()AK>`=c}XV?Hu0M7{2k&C zgDPZLVO<9g!b6?hTLVtviNG}c#th-gu6~vU67Rv%=Bb(sfx$ISZK9U=nf$)dO{J%Q zGfT-@f#Jm0*+ixp^KB7RstxdwLvd~$mps=W<uk79F$@`gM{P&c-627*;46CY1yG? zT1CZfFpon-%z;l7Wo>6bY9|iOO0#Rafrgv4T14!Ap}q<30}%2fy|_DbYL~Y4EOy6k zQzz)XxJ&s?oUFMk*wSiFA(Q9M&$h-Nz5qPM4`q&s%RK z+J{e&OP>B})04SIFjfAw1C%!>y%TYD8euy*n|V=4 z6BCJ0h#`!L}r>(!2go+;85HMG9x4vadDkRN^a%D;Da8lZsCDNy)Ij3wHDM?xX2( zjorb^peF8cMz0Ywl6Cf05a`m7)SD$pFg)Bf0#35qbjSmg$9)9C!h3MX;&al49~|cG zPT&&k!9oYHcUNty_L-ZTQo8`|>7_r1#W!TWqjq6bfE3F^ODVb5Fm5g?0c%&~HA_dy z!@tm5LDp9>3fw_7p9^sGUwy!`%5n=YRMe2d)|%oY$;%RcG{eZeU|Xe7y+8hLPs7)i z?0IpG;ieRo6p=&#JoBX_q+PgXk-0MkK*_YS%|uC54>s1N{72e@2iRKA>{HN=S=_ZB z(mL<2S1=xWh=&9&lWL6`S};WyhA&(NP8MIuYBC4xS2(y)c8d?~jO{kz_Z)dXVIJX}h~miTdW; z{D=p~M>@_I>O{U%(25Q5Uizy0r*%X% zH^8Ng!&`48X@bzZf2%EtrMeOukU(_iw^H5-OfrVmJib^Uzzxbs2yMS8jKDa-#acAb z&OMx;!$BJDllDtFs>vm&c*qvguNFl4X7?jtq#RvPSqWFSrOsp517rS?#Vj9c*@PqM z22<{B53RPSS1I?TU)GE?2NiDc$?F;lpk5_84Ofl%f}Xjq&+Pb?+6TN}L|#m}JO+KE zvxKbE9wSh?1g;R6!u{ryG!fL=5WlpbOOuibMmE-k+M^t;dRr6G4eum{+KaSo@I zZx(P|=shwf^D~s9Zn#`n??OlvH=Yl?o*7>xaHGeCFI<}w-M-qbUpMMm z25)+HN;4j$IVpRLaOtR{Sf(DRw82*AmmeP&6dg?vT7MV3IjcNxsT{iD$M-I9<(^CE zXvI^&hjiPd&rODU+1xh!x#^}&IxCI4c}9nyz~Z3r#H4}xR0>s-yI00FZN@5^$6+?< z_3|=TE_8$azy9oQkC$`$M{PR1>0QU26=^v-z3ierSSGr}izaHrZ(0e3Yx)|W>l}LQ zT1=mX&pFNSudE+dsCK5ryesx1RVX4TmJ4?y{~|mRCfPMEGAa<_kDAz%a4Po=dm8u) z;P}~0%x51;7mw^juMCK3OVC@K<0+_9mwH?J4w_=*2l?bR5~t}<2z3P$#;P{_B~9vM zOUDXr2t^MFkb%Jd`+UX;-jLwNp8tceuMBJI5Bo<^u>gyXsfY*&NH@cP5z^f%lA}8} z6#=CtEiKYH=?-bB(Ua~NW3Z8fjrpA4b6x)z|5wj-ab67AuCwns+xNad_a{VP7OJJUSiKm5?gBF+ zuN?E+esvKY0jf{5rKhJC19Wr%Lz0s-O5SitH$1NIk2|QF&!#KzUwg3Eqgd`kS?U*= z4RE6gn3%{rpuSrt)gymi!swRw^_|;1Kpe<&oXU-1{+Z^&)o?cc{yWkJq?TmRj?xq! zdj4eCZ?lkL*j_l_R&RVZ70EA}`HxCZFOfUBT=wovcJfEG?|94Wh*yCGEc!=2<8oWm z-1ypqw5WYYiLLgD1o2^d7@wr{ae?f5S`v`#YJJzQDIyw+ zJ2l!=h%Gg@H_d3ll}2A4Y6=IUu^+Y;6QxOS9a6-bJZWB^88G~ zXb(uH_Q%hpa&vap0xwMsZmt6^AJ6=RFDV{iaPSk}2(9w?6AHeu`;0cYG5&Es$#Fm~uri?zh>m84&OD^Ec z{Il`qi`Hns6HdGuzmc1M1zN6(+b`$eWD9u*jYceMCZ3rka;t5x^}7~8N% z$gS~p)?+MaGwYnb$zEexe*x_i1AS3_`Vx1mQu2j19)5j(D#+c=Zn@=!;+TuNPwxQE z_%G7V$NzES%26|6s>tO%YF6-3qH*T6r+(xLi{!8%wHb}!KXhB~s2so7M z%6>`7iFb2T4_Y)mY`f@p%mD*GUMlsC?3KFlSQZhmo}d}?ejedcnIXhw6dl65cH4{< zR^oo~9M|9cwq)QijT9}p5%!{~VQGyObGXQ&@_^IpL5mt5D#EU%SWTdIvKU1!K{e5q z)`AxcfigM`&Y&orjnhLh?i07T)nciLm?fT zwfrCp{QT7C8&?NMkLFrR7IU=bjGh(kYznZr*Z8FG#(oOLXt(})G|!`?Gu99o{WgLz zN#m1(VzDQ&Qu>}o+rURU77eE#Z}~JpJU}1e*h~X058}peeyt5{9YfLg;u8Xrk1hIF_OJE3Mzd(@KRcA8yNc{@1HKlj&|iTf9SK4$ zFWxgwGwY++=jt`GCG2d?U!@p$7CdTb1l`TlgWeuYislLjDEgw^*Uy?L*Gk3YK|MZq zuoB-a%&<(#qvRzPokkuSM6*&*jwOb~TQO11-)9JkQD@6d;Rq=A>?4=3))&2<xX zo^xgui6X>I!PeEF8#4|PB^-G*EzN#ZPgQO!lKHhA`e`24yG|okK9LQHTKU^-iRC}F zs^$>8ea)dekWvGM~fz!wZJ=aQ>HsRJJXNs7Ibr*R)}di+C=p@_skyZ}3u{RaG%%6kfT2q^*9a;oA9OyV0L| zgZsk4-7W2k-r|VOF1?M9c`P1%WRstXqd6X>*DKR+LGF(kB?Vjn0EYh#nta$mR^>(u zNsmahKU41n8W(#1z-Q<4l_1v@>%T@Aqa7R|W&l`9Bydfd)$}Ye#5na80@qkv`k^ln z!op_MDurr+S(4d_=PRxsO%u?Zpb6G#7sWeWi(;-Z;T(wijW$S|O(cqu3_DMAB3mKN zZv)`8z;0%-=1uq7F)bJj-e;5-63qnKyK7qQpzDDhAF_;&5+cu0CWlxb0Jn zc*D06k@It*JST5-Us2-Cpme~ z=nii~)bzTk9$=ockB*EgUU66Ue2#^@RG~Wj5zOnZI`x4uF1d#J$E6&pysal##cOrm zg3`J2yh>C&j^+f_nUJXuoIg|C{!z8|)<_4!O~W?V8_4|0Ok|Otre9pN%3xZ+jo$~{ zwm}ZA%R*m|B}nfVyfRcr140I!dS@>{rrL~f!%O_Yg(}FR&LIMhgm;JsFZYA6g2`Fyvx~v zQLuFWD$DUUAGfB+nDWH-a9T45;zu?8%s6D?_LU+#Z-<9jDLD#nT(K69K-J)o-2us2 zaxHEHQdbjHsVwhsan0z_Fa3qy?3*)3)OFswoe3 zxB(zSf9EaK$+F=|3N;6<{@7HNp5p>`TJbraG^3;`$PZ%YF@iu7nV21+H10gNF91Y- zpJ7kmHMEGoZ>o3Tj$QMSwzW>OJ}Q=wcno1T()j6+rm~uijlkt7^Q+_xAircl{F~A; zIjUzwYa5@0ORnx3tzzs?+Tw^S!VyQ6WO~UxN9R#rAj#BPH?R6tlHo0T880`po?pFpKEKil zRpPk9&u=;%S@KEDuYh`9x;&B=DHcfR;Tl^%!dy$}E$} z5hpiul%Ngddx7hTX~k6v#KT#iLDW2feB%h|IethK3w(mZSsT9%^(ijwxh$$W=6on1 z!Ea_f#r)QsFNU&Fy2_O~d3x-SqQ#_3QgUju()*K;p7D3i6QxxKMiR&D3R-UL*DhK% zAfLo`xvb*z|J;v|u$47XR+TR@ea`9%xh#mle|qqKpqwX?iH99t0D2BMRbT#5rR#2+#!V|x#5Z9Ignr{!-6;?^&olJ& zTRb6;;i^+ijeW^OFepgTj5*i&9~EDwDl&9;`KWPzSWP>WiOYbs<^@6%`hcVe8Ld!~T$ zp}Wa%R-L3d>Utcy*c59*lZaVJx@NjylSnre9YPlv(UWWbb0wO-(kl)5Yre$!W(Hm+ z;>>e7dl$s5KDAun+1)Fm|tM-I!TW?jKXBPlVSmd7f>wHl9aP z1eNmqfGn%Me8pO!O+^dJcAd^?$SHc0*f;TM+$-RAgv-vM1^=<@nA1-yc>}=Qz39m5 z0)QhQJE4@D+ z{s>|@M0uLm2MGiqi>e(8Ds~rdfgMY%ZaBmn`x*ALd7Fp%X$x&Y4!eV_ND$am<3d%L zd}!1nwAGrlF}(JL}Io{Pk97Mgj{#Q#~sE_)M#J5Rn!SYS$46-oM zpq%`M@JdEG#F~43uDOExc1O$f?9aj@@xz{2Am*-(%B%2@WcEiKaa(;jFQ}|`;Q``E z2kAynVBe_7e0(c4B%mss!&Eq&Yd*^cHVnsWGk)vLBQ8@}-WFF$UPqmaanMW{O{Urw zK#>^2oT&!wWGS}6QsQPgElf*^CxcTF_t*Mj3kXO&c)0@pX!wk#t=dvj z=9xc_C;3s8-6672;ThSw~YATQGFJXIyNWX-wAIiZ)uKDux75B_P-x<=-dIMmCm`3Wu((7ySYaJpDuc79dyNE zq22hysn}w3dtYI5v%aZ=SHDAExjpARI&|%zpM{Y0)GX+Gbk2Wrw3-4~4C_Ct7Oa){ z6Z=`uTfXepXrQB1>!%hC>WzV)bz%%y>Jy>60a`dSk|5@+OA9bF`@So%!S=l~0SNu9jp5;I) z!kbrfGO_tgw76yhw^?Hr$~Wg?a8zt0GpoVnLb>IZ12}knt~A9|^h#`*-g#LPyiTdn z(wSNy$kp^i78e@bP4dHZayJ|niM8sqhAaYRCrP`=ra8~<;FrrBj^KNKj>8z{%DIQN z@H2pWlC_-m8*wYhtT~Q@6*Xx5Ti|JQ<+EVP0CZ*0H4USVTNZwB)0)&C((7bS^FLvH z3*q(5<#GaQ@fq6!ob%NRk&nu*8*tn^A)`D;6lmtiCiv;G!}?`sH3x>WX7o&6d+ z+kafhtXXN02%0f8qzfVQDMbdE9Okd2_!pH&=UG^&lmaTfCr$}f+eYj?I zU}Q?%RqM+sf0qEuO3HXv9Vj!I74+Fg-{7${^7-1?XW%{qjPC7$1d3i`VgnFYou*n~ zU(sMCpvmgw^)y(%q;q%rMeVLRdpcd>D67vDB+ZO%Xjkv=>VH=I9@YQ{%t-V#&Rq;F zn#`S^tnC43CHAxyp67Xg1a;Et$`cPh{V)e8kp*W){fFwFi+!t(w5OCWfPNx=`uc?# z`=1{az5wiaVI+}n%;%f`SH_;-J=Y0+XYW#0K}5*&_M=$hwd!J)1p?ISn&~(7( z)S%uINtz&7@j@^8uzbA7h%h(XCxIMpGA=wuMklJ;5Q}>FS7ygH6}YaH>>qg9MMGJu zXBM)#yE_@dd{gxMCDLOhDiJF-|eV`8EylOoMH*N8+T^S6i zX>?}p0rL$Ja{PUU9(joR2SpuqOLoo-2INOy>i=D5w?W&R7qrX&tSIs`x1JvcsNR># zLXR12n0JmKfcFr*14N*zE*-EdqDB5`hntQO=t{*%{({yv@*?!}L90=Q;NBY#JabD& z!@5Mg*cM7yq&yW567=yd z&+LBX0l(^F>z!MToU#6eP6y1n!Nzt^gIh{|w2Z$c@d0oTDQBwKWa0d4*7YW{te_a0 zQ!!FgsOmIB*IlFbo6=*LMd!EYn}j0q zE40ihKH-O!-;ay29^dDyHc$$MT6rGbu~L=$b9>RPTQ*W}hk=^D{EMCay9X&#;&N1? zy*0MEWw)qkhkA!H6J-{i%*#!xG6U(3l)3Bp@9}J)ET4XE3b&g6! z-P0w(k~B0_5f!c;XyNnG{mkg8mcbZR{kVN;!tJq*N-J0GhEvaUuc1c=JM4D8EDDLw z_d;$4&F*{1EZH^W*KCDpO!o%S9UZ3kO7h09*u#c`oA&&3Hdc`g5LAZ;Sf*jcA?Ps1 z1x6SS+^B?&hh#Kt)>(D5ILYm4a7NRN-;a zxXk~iZ`xynj$OUQPm^;&&sue4#42|U2u$57hj11vv(i@cq%_~n zZ+F>OTAk19DAGV8l}{}URGI9ZSK>eZ2Cs!jE~Bx=i;M~)e@ci0`t=nr%D5*&9|@%2 zOn>7`_Ovt#zOkV3C{9!?MqTvopT|`_)_ba>c~y&N2lB7Q8LsAhZ>Z{cHoG`hwOgu5 zKY+6kpUeW8q8cjs50P03S}#PT8+ICs^-SM`EGI|jOin`<<*^DIDC)6_1a)0uPOdC; zs;#o{=~UFQnNgWR(w(czB_iVww!j(p0k{>L>iM{b?9i|j%zN)%$`Ie!?I9|fJRu#k z%u9gWjXpxAIZ1(ibnmF7FXw=hO(iO(B;Ag>R;5^h3qPE*%wej|q1&^k)f^hpEGf)9 zuQf8ho``g&v4bWAjL_dp$;0SAghKy3U7KgKo@qo~4|)X!!VZ1u($Q?dZk(AwSL0T= zS|JjVv{~!W*d>#0mg9a{600_%!om`poUQkXzsC!H$J{}e*M!X_7}|nIBbF!hpAIsV zv}Qg~SN0f=hg1^jS1o!zG2WOTSIPu|pPikdf7x?BtV4VCr6fsn)w5h^3^W>6pvNCB zh)zAIu4Wtj?DBS$rU;pH*mk`;+s|iV$QPb-|J5VUT_}P@S1fg1?q)~E6S39YsB^;s z5-Sm>bL_M3=C@e}cz;^B8r4}uKZ=8S#@ ziPesHSutTwTJJZ;3@>cIzZ6H!d=N)5~#f0ZH(Quk4W&kxaoTvN(NwB^I z_?cWRK2X!Lp6LHI(lxb~HqwG0DNFvH;oFYZ;rDYPL6R1C(jW;xczXw8x{TI`qw!<% z3O)xuwLSMi=0=#!E`SS3R1BgicNB4sE_32$-g=IS3OKOJeCh$KDd(bR5YX8onCfrq z6>y>sW!t7Zk1YuFIQkW<9VG2<*E_ukiIoj4LFTIMh1N;Wq%6-W_P^2!j&_5R(bka(E2GrFuw;SAy#btxTq>Ft%}n1D#k_`YVh^$dKSbYr<7 zYMlTM-*FYJ_HLUH076M`;#?m2g$I`^D+d>bvQ`%6IMZ@5;dRC`u9HX;|y@e*` z4!*RsgCev2GP#91;Y$EzigWUCk<8H4H4bg7x%>1?EcJD5K+v-a`%7>~sbLDu(8NuW zQU5-wT7LrZw83QG7zonNEh-2U88`RD=(PN`>N+aEv*3;~ux)GaMYh-s+V$I;TdhV- zdGBT;`ispSrS?qf8Z+-5n5bpvz7Z^d&Hba2o1#5Or3Y-}woOQSaX`V`jg%`5HvCog zU9P4wAS~c9FcV*+`U5>AStb?5>VVa~k{s4-SLF9%b+Do#P8{_F_TIIlg{>1*bLkkn zzRkGiOMeXoR@?WG`cY=h=bp5+kohu-%H4} z)y5{qipSVb20C>bNHW|=!$&}y#o{kp<=yUgv3~j|XS!L3?Rr_M+aJK)UQafj&$+TE5Uv$)XkKKJnv> z?L~nnitCs4Uy6R!^!KSI-XH}5%DXn7DsfuTc;o&wq`mTz>F@C4ZGxQ!Y^3@7{;E=JBdgdeaWMo`|XMSLyF zxiR0O0V}cx%+91&UBmH1`H^O`fm^>LRNDET1H*Fu{rIKc9uDwI)<@i)fNeDL?FWGg zwqFF5oJ@Ioog<{)IlxYLpl1z|Zuy1@sF{%X)s}Xw3iG=ruRPvP!=V&p`Owodp?L3< z^B8oS)vfX`iP4q#cs>tnZh2m5|2{GDt$WS$9TEO71j!wLyQPiTa&eaC`sdu!6^NeJ z&qM>#8;3Rq*ezfPp|OUklepgvzwPwY<%$P*nk$vu13=Z^;J+;%O*FstT+X_9%4B%F zGrC|Ytzee5TYh!OM(YMHZ$QZ+Q8$;1N!QMGb>8vytuYR`{C^RP7HY~D*t6Q* z_?H)F7LPkxiJQd(Kex)b5n=Z|emvkqufc&JgsLt6;hTZwy@&;P@rRj3ss)9>(|y635rG0)k*1AOR7 z9IIs4xsV~kyJb$OM=hCLver;@KV;8<4S9#nbH8t3m)1+KSH=<0%jVN+%!3>>RwJdD zD>4~r$2Zx}Qjy>o>&B1GDRSNKU`zdgM}EQAW>2@Nov-eXS0v6?+mS!vwyw9z3-IF_ zN^XN+*M(8;Xz|Sr6Y^Ha;YwCfEfY_)YT&-Sx)I^hf*~$8Mfl)Ck4hQns=v%v2kvj8 zb|s$i7@VvE^y(ZKBqcau6!kaEz|CjSTeQELdbAFYC)mx>JME)4HF@-N;~ zic{~&b)Q%ZG@S4R{2w0hoKoyKoa%0vnSL`OWi6Q)zh+`n|0;FrCTwPyc5w~2x{J=V zB92LU8`#C41dC_^5Hz|BC)!Eo#jie zy_#0p+z8<)Zt8+KPB&Jc7AF8G{-$`Oq2M}Q!iRu~eMqlX$4~y4Bksrdr4RFuIOi{4 z8qvJ`;A=WyarInU8r#jwoTC8HSE$51o@_mlx5p@64bZ6*%gN)=xG&x;v^u2s8-0Ds zmwx>uI%dtavu@e4W@&N8Wx>#RFJz{oT_7E~NeMuQ#}0`_MReqI-ksa&TrD0YT8974 zWG7}pi+Ub~tw@@`3F_QGhvtt5nXz{|)=B}^eCt;9#@lF9L)wK(>4kE+9ciCKAU28k-rn86ZJkRXWcv+bcK2jSfNUqi!GEG_w0aHmR7hItOWg(p*X?w6Fb1{5rPYyR>QEn>3 z5Q8swOK}SOC(#fhx)T5rdj{m6ag6)N1w5GZwEPFKA1`&E=jP+-zsfyFS{R?Ey8K`q z(iDB@%w0$QkLu!mgyU|%pO0~4zi6}dBw#T%s>!Fju3&Lq2)6;^*;0{Fa?e-F^p-b) z+!Am8BEjjIkzY#hw4?x(8n21CJRphi#_0z7D350w-&3i#vE||7tOt0oSTJ740;G|c z16BWO-K(9VXC+5ABIYb>eaV!spCC*An6W>RRHOTWZ+`%7pn*8KX+9H0N1SWXC-fw& zO0{rNOgV@_d{GnSZ_SiyS1;X+?*Y;aG^4NlZMA9vxWpmWkzaFGu@;&cw~Tv(GDT-v zOx?#e3+}iIx#)`^wF*v$1c$HC)Nkay`P+UTsB`i+rl|$1`=uW*u~bJ09JAve$73S` z3m;MWVY1W=di*SY>|c=?yYNYlVGkAH7(B&h<`E+ssGq646X({_}_j>U`wkWjFH>*_d?gOU}%O?PLw{{VVHiU*xYAUG2}rO^`;L zLa~2(^Qa&h-7W5?+J3Zkdv;lQDp~yB=7q;O3g40;>zmAbihUVif66d?*nw(3Q}OLE z6;{(KC7gC!Rje|G3DYajd-Lr}M5Bx~b9UHV3}jiee^+`lMtDy5$$f8-Br<@i%9`nW ze}FS*h6n$$7LngK;_(Db)V@(G*)8czIsK~bi`z3=-VX}NAZHJ zD?_bU=)&!mksMG~ScdO0mW}Ptn@_8hK;_aGbt{*xV`}jG2>vQL?H*d{_~&B!ALy#> zuEZp0Ul!mPNIazijYrI*L zB>Tnel9-?L;hI5LJj;xvdmP(Tt1KSe)ndJTJ`%6hXcH-I&$bZ_jGwmo=Udreqi05u z2F}Q1hvX>53u$ZLvRgZoZ8@8B;WL*bk;1R zpuUu7bF(S&a|GnF77d|@tHJv_JdnKzmvu1H;43dSB>k{vPmiH#q93INI8K zdA3TtIc)y>K@4KY;ny&OBIVda>-E{>fcmrq8Mh($jERKkAcH;sFl`)bBzkz_u=lg zcGRoZOt~%(Ms+$eglM@_hHm zz~Oz_@HrnE>1NvsU zKoV@ox3N2yU9Kt4`6NZ*uVE2yt(-gk=v10t*98c@T=EOK(?CJe)c&JdGgmc8cX`+B z)vZ$X7GPXE>>2!wFJajBJ1Nq2iXO^LCv*pEpwb>E;mUs6_Ei;tm`oE69L|~%L zO%13#eucJCqD;>LX51%$>)S5`WBx}qX9V~Qp=*e2|91vj)@^*M?i}#>ZUdHNi^2;S zxu_Aql*By0;J|QzNb--02SU)I^cw+0pTjc#POSZoEueVO{;$jX{}0CQXEjv(;=;N4 za)~zvLi7eNA;gs)%}wZP7}z#+YqVEzqy7tX@hje+w=LH2jTqJycvU5^;Fx}rK5=L6 z{RI7k-lNjF$aRoF&qiTNRjP}sSjv#C&K8JT&iXv1xHe4`_vzsKJ`9T>Aa!~ZALwPK z8x2bww3KzIvN^{|+|2cP*cyf(nw#1DyyKc1x*E44{8$)0#|m%&bk(N^)@UhxDGM6xg0E z_jxppxkXNPRC*SSFOBRTw_@WU2QC-&UYCJo9_{}%uf2yYQY&@J#BAHK3W$!qYc)KP z8h&1+tGkE`G)jYa;O#p~{CrJOHo`~ee8v>1iXJ)fGThtV-9}2{F;=V-j_PvmM=3>M z^gTplKEU}n^%Bj6=lc$kGU2P~X>JQFXe#z42q2Bk19P(RD6pfMXbKX6hs7rOOcdDt zb-P@M#P1%k+#9{up)p$gnTeacgzkKHqO1AMW&)!-;8@t}<5USed|E(r`|$h;WwHYZ z2&OX(fMnI%t@lW8AVm9P%{+q&{8$dT^85$E9BdDgJ7t!@zMPisXFC6=Zs2~wS5l|K z#sT~WXv`+^QkGe(QbGI*VfejB>!u22=jNz@{U?)hFY-+4uJlsHB2Y)?{F`~i9Rhe@ zIm0jTvK+`Vp(-e--rL5Rri*&yJLN>ng?~ku#e!S+(6Kl1BoIcE@wC+(9n+hOl}S!1 zQK>i|q)yy&h&6v>$HEzH38m>de%TNtUe4)%z6c+{>Olz8sTytgC~Roc1rX2S85+Gr zsCT?)tvadMw-+kOyr21HoR1&wbwpiJ#OjPi?4AL8##Hkng=y^za2wnkZrHjIiNw6J z;=Bp1_p>uUg%S3v5So+Y=Ov*4o%c(tVSuRw(6F~S94Dh$87rWLX0_7-bI+W}b6%zA zH*_uR)N7k=4KdB=`9av!VwTSN9S1a_<8=dew6lfcv#iDa?g7;K8x2}DFgm{tFvw4& z=S;%l;QqlyU^!!Ij(B#GmlaQZO-qYgEgEsJ5i4?8{cT|Id--?RPRj?*jLV34ug(Fh zUEmwQ9L{$xhClj1w8Ou6Hn2Wt@pu)R1X_+D)K`f`%U%9?l$5o3?*D!LuPPtql3tb- z5`2wlx*p0fwMD>vO+Q&OYWc$~Xv{e&dvK2BK{|#ooZImcM z*y6bG`bNlCtb2g>A`S=)IZ89|*mWS4^PSnrQ*_bk zedlLsRj6`V-Mq>wYua>gR0MJM30ACs}c##;5K}S6sfYp6O|PquE7#_W=n)kJ^C?f1#PmxbA!Z{W%Qs0OE3T;WImy?|Br`F+ao?$hASwX_+L3;V}F_)!t^ zeMMF$GX^!)X4bac4yT_$5KH7V{!x8vBSwIi+pXxQ!-6bUT$3pc|0PtzzO?;vhgtcb zKK%98Bd5SRllKqZvm17D=a*r%^u+r@o%`@L7XpL=?Ds2AfMVq$kxCelQLciP#6bI!erYiw zx7~p_M}1&;dI^M=Cd0jb{+|b(weFN@_IVyn9!H*Q8wE}f97fyBY(8h@reJlwLN=(e$O!Mpf zEyFQC82=|1Q>oTf;pvk0^+?Vri}<56f2P`ppmg(%TVb|7>|%>hw@&R;&-N+yID#0F zdA%ZT{*hjx#l?zzf5dr?<=qnL84+iso&aOPN3ts+{5ZVp+N01k=a`4)>|vW5;@!j$ zUD4Lnru?0diGcAV=2Xa2} zWFdq;Y?o10@{Zr56Yx~ChlOGh*`EOmzAI)=RYZ-^_MBNdsk6C<;jn*xK}eBO;MT91@cv+uzH=agPz-~LzEwON5{I1-?8Gq#x8IE~ zx?oZrS{y@T6bO4SgGa}+Ow9+cg)UQPbz)yjzFsK9>Cl1YK#r1cDVDtEPx(Iq@xmQ} zl#2HJ`PeFtIhy>pxkAWzTG@kk+uatCu5HgfG;uZCLUKC z53S*<3e~^NJpXYZSoIGXx}rsV42aEEst|^RNByrW|50WCjvZBI`Es@fGdTK1klHs? z5@=Dmd2M*l@oX-cmes4JWWg%=sAz4~@lUH#B^jk&MPSL~enWa6b#}~wweDPyjDgNq za+GxJqUKyFE&hrG&{PBM5LZx^1o+J=$;qEoV)Jh%ZJZX1@VRJ)xCA1?jxNaH=9s-U3rkp2{Y4mY5zA!B6(NCD!38rr+1>yw z$N<{pEo~x&HOGl_#kp1Oi?|-mmyT{aa2S*b8O1DGjF$@t>Pidja@prbH_(+nQ+mD{ z7*%XnPyH5Xyi$l11dW;jXE-x@ux@_`In7qBvU1aLZ&WGL+*TDTqC zK(zYv5odUfOTPcmddF8=geT+7=krOH_8T$$v$(P(g%9s1qApm16IH&R8m-qyWRB%z zc`k1XI!M!nJ(D_j>~dfC!|43f{~|p0>ro0<(QWtHgS@(jN=0hpD&^Y7mApOT7c=P1 z^*;patv~tPbAeQi{%WBG%6t8%Te3w^n^*3-ACl#~@E?`6>kZ0iDwn|84eOGgwyl{2 zK1O}{5V(JEbf9y8&}@s6QK~SX2*p6;WuB>5eu2hxdBLhHj+O+*T2+A~!Bs)3(1)FZ zu%W;^psIO#?En}D6g6&Ag&G_Sibgbz#MF=k2n9>Ep@hYDv?=|Ur>o61-#JQ^IcawK z=JkOzxOjLCYNwiCljT|@KP@do2J{g~OE-*HGnIsGzT?3ozmhF@|~6E}3m> zX_>lyzs)39i4UefJt{u7N4?Yr=yNZj66@47ix2C{Tp6J@u|U8&{5EN_yE@}p^IH6n zGw~hHw(5Ly;cNW~O<6#S`Glj?i2^w4Svt|i#FdE%CQ3-|9ATqbG38|@8eNX24?FL- zN)=OX5C&%k%pIAk7}MP240-Zp0E%RpFJCvQo9DziQ|q<&CdOPcT28U`W-Z!U06eyJ!VjukFCD{#QPR{p3m;B{RX`9W$-4?0U%k$b}C3KIFL(dZ{3%gvjA~`Gx23I zccJlR=ll^26vz~=euEmn*dP(oey3O$>N%lbk%abPF^iP+|)3cK9 z2ig@KGi>ob>Fwhk%?N0&n6KKj;OYoKMhcpUwMd+uw>${V?OoR)B9|Ax$ld=~;|$XO zb<FIhrSV*>!ebRFCqiIx;#(2`!SNx)+tJ>GF z#pcq6wZMttMJ`Y~l_O77C~DAe8>04l@MGs?4w=lWg^L-BeW{5b`40l@rhcAUeURc% zdj4MI0HduM>X>Aez?s=_T&Vgk>)bJkT9xKBHM$ahcDOIWeljeh$ESE9NA5U3ejF6o zYH!#T3epw% z`kc_&cfZGr={-jlg5QGwYP8B&Kvux_o=#C%K55OhD;P~M2Oeuq?+rPtr5CFwaVrZn zarMDyV1u0E=h;VERYW`G`o>UA?#6HaK7iLr^JWA|Xc^hAp>-@wbagLq6g9J$cMQ$X zT$xR{si>W@7X>#xYaAX>C)zAOImA64Mr%}6MLl(E|9Bhn3xsM3`bsh)TQs7*^L~XH z?T^+;@XzFYjN%$xC@4uD_-kMwDQ%`?Z)4{?YrGaSjXj6jDWl7)12d*7ot&tQ*g+lj zd)NH3y;WwWY-gWZbNRZ-L)}~V$tV=}M`T*p^6BGo1=0;e@%wpqC*|Y`x-TjOx{K?i zxY-!$R)xMK?faRYzVaxtPm7-|bI-aObfJ{2)MijoH}A?88s~q7OEcXL{nuzT7S^9C zzwvGABwApuJWG1M=6SCab=_2hd?E^xdfSquAT}!gbO!P?P<6}0@14{}ofp9V$y$F` zniHEDjx}2ZCI~h|MoVjPRt_cH8}ZG_Uw8%XoS~^5inzPXa=z6LYZZ#4bkiayk{uio z+W5ULjhCwXt8rS@%EF=XS?DrfQ{OHuZ-42i#y8l*+OyT==%R<>(}+9}pxHmu4kl*n1MmdBjBK?%23X z+qR(hiPENa5G>nOWjVkzV|yC#VJMWQUEj&whA@5rRN-UAP2Wj3en`k_enP{+Ff?)Bhl#I<-`MjHg(r5)_EgD;B zEYy`6xj^Y3gJy9E=HDD4!oLo<3<%35SUsO<`i0l?vGbkEVRfDH zlBYkm951)(V3O(HPE6C~tBCK>haX{Sj+f38yx=nf%i>eQoUQT-`ygF2Ll z6g`3nI@)NloX;M2TCS=wP!IIJTAUL~U1QWZ@iIqZFM*D}#n1m%r7FX~s^qRQ8c+viFZ?>}eD4<}j5c@CT>`_%Mbf7-ls)heENY~w}4qk~0 zd4o@GN6~E&dKj6#{;t~edVHwcFh;M`eZYlo#)$c)?fwb8o|R9qYG}K8@%QqqIAXU{ z?ML7R1jaJ#x{PWjOvLg~XB$R+z8F^aZnmz^>IuDKGyOP2V?jhaK5^{JP5)kL>Z!Wq zU38YIT$TMkH>c6t`6oDKhrp>9)I;}w#vD>vKaLR2qSOeA*k6#*L9^u40ISo@i&c>p zyRCAWCJUpQN~1-op^jC&%u#sHH=oKcM=Ym|rtJP*;CGM!8dEBoD=|4@)!t%M85sBB zCn(dGe}2$VcfSnEl5-~N=af6VM+`@TlBX)mIPJy67!g^+Ddm45#TdQW!R(y+=o~lY z=a=3@m`QY6FQ(Rj&x#4rji7-xoCO|5xwnbqT7};zPCzJ62@2$(yy)D|j53bE2sIK7 z8`Pt)d}_#r71@)m&m)<(MAdIEStQvsX03BnKkD1C^Tao^(4lmW+u;pXtqc zz!SwAuvmSsDC`kM|HJCY>QR9gPhozYocE9HvICB}(UI{adF&!qPsy&OwM8nI=|Rk$ zqksWTLC64cGEyGAOF)@Uk9+N8H4)#HKWj+O1$1iuAVDpL2?s+3=_H z&Xn?guN}{RqsLz*ej?Pq3kEwBKXbtMjK8k0)o?1;vHm7cMzxV3o7I&ROlAiAP5h!Vh?g3Ejx0CQ5HL7oX5h$q;o{f`wCi7 z%VenDG0-=DdhVBe48_lJKE}7!NVEV{wAWZrvUo|zw@!|##fonCUdfIZ#ZkGLtv;kd z8&fv(Gg7Al%P+igh-(4nm|!|R-NO|jX3keweAZL5UgcSh4x#*6tf4)LYG!lJ@vF44 z2>9!-Gu#QX*BSRE1;c7^3Y_@$lP(T-X94BE=#5mD5@2_W1_-Op*G7*CaqDtti7ScY zpk=G;7GxE)0*WSuqZBMQPWMG#blV^4IU;t$>Lw=EWV(0#_pRP0klwb2(sCB<3{hP* zVr=+X5%YS*K<3)iM=8*7D@c5ZJ0c?~)=X#;hy-eA`Xv`E&wInBr9!>>f0%o(uO|90 zd=$klh^QbvDhf!I-V+t+0@6DuNR9N~f`Wi_ktQ|t9zqWtsiBA7d+#LFKtkT%e9u|y zT%2|OfOC%BfGoP8+``J%fN!2SnMLzpcyI`}(4IP}j)^n0A&VE3m8N>$~LpPy5 zE`<2yMFM(ASC#6%#PM46z!@jMv%8FN6O^E%6U>CDPvvKF5RNS{eHAAw%d@_tFEh#L z+35%q#Z|ehE7m2_vB#R)gtWKCi9au&ev(!4%hzw!bMKkoi0dkkserE+ex`=HyI3Ho zb!Y0|DI0?5f?rCYJ?89h;q`F2Oa?HotLzqQpJ;m9Nno5S$W!pjGG1-*RDB;G$Q;&TMjPN!rIW zoJ!6cF(+Ev1#-g=0WQpCA(fJbzr@F{mlJaB3aztmx78jVI&ABhkA7TClf1W)*uMBn zG@WdM*2movWgcoae^d)-RnGbVrOFJZ?NZ$C4n}%^=jPY0R=N}RCQl>qQ)mF#uIUnR zKf=EktMN@qA)r$yd5mh(yb4wPTR{^{+EG86c|D7}xEC9PyF_=)KBAV?l5*IaM8XU>N=M1E!Z?5z zSx?6Grrk4MU=_nW`_8&>kAx!xY+ww*Z+TB`eqWf6n}a$Qdz)NHck==0Z4el9SYIjn zzFXzdn2>(a`4c`hgb6SHG1V8PPL;8CIk^*+aw{C0-F7x35@-(1pVF6O4W@etFr4?u zmhK%nCB=O?7#TkogRYEeXLxRe6PP@op6TQ1-7@j8P92+!7YF-;yW#n0?!&RG+vH_5 z7w4<@wJRqMpQHPj`io;*$zn+DBr;7 z!K5*$#t0_1Vz(+dm>bJ1N#R@SV{8BhM+C0$QLN^D!%qzun*{M&^;FZhfiOqi9TN z(Z1erx|!dkVh-3)7kxAhsoMpdIZ3XD$;gVZq zY2X(J2RjPKRysy)IS9ipuzdFgB%?!;VI|LXlDpQ;1+E?6nWO3Q6OeWOkBpMrqN?F& zJxXCsGg!{JglYr{8#QG(fshj=NS(F6jcpksh6l9SPlC{yffKSCB^;ByrFm9YY%!vXme3q_H$k=UAJ&EpH~&X zf*!U^`*bNg*+B`I1nntj?_{hC1EDR>n`w<>V9TAJE-OpMOFEo4Qvtw_bC@dE&y zk29Mfmt(^9^PSv$y()}y(+77t#U9v7hHstVi9K{=jjKXWV3tIc;jh@qD7Q$kT9b{( z3jpQ5-VIo7Cw78D>pj}{+4r9wa}4^{hAhTi-aA>ubMkdEOD;us)Cu2zIGG4zm#Yn9 zB_UoKaXsF-r5i@X;XESTsFhd8b)D;IK?nkS2Jz5GV6 zum>G`fpbf!Tn^>!D2jbysW2VA*hR%c8eey{0%kDNzWh?92Etc*6KSe)5;juPN%i(G zSDF~l{BfK!^TswK;_4!=WDdk2BaI6s+YBW$Y}w3XJfSbdfi2`g?v>MdsS}#K??tLA z7J}aI=3{=0)hIH*+nywnXu3T`jg0wp>qqrdHdtH@qizXy7kfXA{DOP%yP_m~gM)Dh zrCPn2E;*4r+o|5?z&6c;)|Ng}Gr*@dT$6~;eQzKMX*}q1?oAt9T-go5cFbQ;9*e5w zdOZ@4Z0DoMe^F2M#P=P%W5(5eACwqyKds}S(`Ed$PW6#1N3GU;W#7+l(fW9=)!;Fq z^&V3Jrdt{k{-?!_H4{&s-D{1h6C(k+u=`oNn%26-LfoE&zH}y^$vjW_m6ryH=EYOz z2N~&HZ36;5>WNi(O^e-|g-V0F=A+M=kHQW@5$jmD<|kgG79j;|OFGVlbPa-fpLeu$Llc>YShEgHY7b|_#GZHk zN0unQ=86!(ifMyC&Z;_!K1k2Mgd;SYumdL#*S^{Hr6Rfg?-fjh@0e>|Gmtp?9o`hf ziM%ZZe|MUrT=z_+^9*U8?$4RkxBjv3Mf|tV0b;~Lgm?d}hd-_0v|n-M{a^76VL7Vw zBlYVsc{9I!x%G5R@-J6nkYNp8sR>I={t`XzH=FhEY%>1XJ}KHeda|4>`=tjm*qo4V z^WJuUc5L&qK^9^AADLefaZ%&|09_3VdAc6je}My$11=TwA{)zcf+r_{#!K@>TGI8% zCg|21ZF5c~bt?-x0}-Jczv^Pq{`iLtE zon@(J7vHH-TiN|jbKB64*0!q5M@xxS6)i2DNCS7WIW~8wElq%`pmR0r%lf{Ac=vwd z6%Y@PgxtU4{CSqdvT!;wueY>%B&_7avwQ9xq4VfRQOv-A?OTl0xMeiu(Zv2hBGYDA zwv$Z+Zlv6adyq9&LB)G=Z<;_ul({Ntls^OA!ozlsUfETebW^z3koGozoFGRRr&&pq zn^@C89=lUe=u8kgTv(O41Tl};TLy>NPyo$&>j}bUIbYhFdCHgBplDZi9{vXysgXqR zA!mO05c3rW%0(4(Kg(4%5zdNIFS*m(BQ3hk4~f=zfWvcB4)5lWNBl5U)rAAaz3{14 zr`&J+yHiohxOig)@Hn&;@(%!29PX7iQvh(+4cuQio4osngk-S_eRg0eR~eq z{PGE3fx#<9qZQV9aJ2(Od60{n3^uU^wGnrpviqGYJLD!a_SfpKaQ)6#Att>hfI{-;vvLbh{8CcfxA zM5u4T!vIxL7NuBPYV^{&Nm2MiI@I(ZSg;;@JM7sQLhbPROHk&n{(Np`n(|SzF$M*@ z>H8{rIX@^X>f3<7K(Ub`X)?czW(dF7IYFWxvghN?)muV^h9^jK@&!vY7nXYJ46Ymq zS=C1BzmIa1^8!e-Rf~H*EAU^yW9F37c>!-Jx>j@pL9X3cN679&5ttevR7-xvJ( zx-55YfX`|k)H{r;B28>Gn%kXC!`b7D>=T`z$t?8P&hrSjTA?e6`2*fkM%x!azR?!f z7BbksY$4#%TxFGy+SJe(Xl7ZGzbQ?z9Q=#!)`9GCISoN04?W@95zne8znQc~&KA3W})!JI{ z6S%j6!O#`?jc+kks@n1Ki3O}TG@&Qwo#6X;2tlFs1wOWI#xEh0O|f}Y%fMI;jgRWT z3t4&#EJk|&r8tI-q#N~#?M-G>Pi_9u(*B`lKBD^Q>T+_uab`-QY+_R0PD)#R%Qsj{ zSeB=#4B_zDQ&$6PQYn&FtT%5nIkBgq$IHrJPrXBFHTf#)PsEIK1wo51w~z#CtL9I> zw~-%zErkUhOlXqu(Vc@-fWmoUOn7M9`H+J8>bnMMdSw=_Rm$p9`PL={BO=$ZKKMkP z`j4YCUD#f0vA8$Ogglq7L*FU56{(YC5o~I(?Km=b<$J9T^HV=g>ta zeAuQ&bFA-Z-LnTVNDG$sTwhDh3cKc9%ki?4rESfyjfAWIzLe3}0rlFJ*3FXw2flj~ z+Vh(@d(0`4R}*aa0p(G!2{DOJ@$gCqa6W?}U+F?mj8+s{sk~tf$tJ16=ot}(-s0MJ z2yDSBQ8D0~zBJ?F_u&Dq6YVs0V2f2`MugvDVR3d4!gwat@UGTRFq?1QKvPSatI2iz zJ3v@t@Vy#)@S_+iO5yluVm{}}DeUSg-jBdcq`)(jqt2w!k=52{qOWa*eF)^V`wN8M zB>FbG0rB)B;dV&LHz7%3I=vFa#1r+sC-=@cutXGs%Zv4o=V=u+PPBay&wAd8q~+GM z#ch#js(*j2$#lI@{2$pjwD4{-6VPLedh)#u=3l{tJyv#9m}iN%ErMKME*`Ho{Uwoy zO7r~AmiW4Sv4TqE}D#KJA7;eU7RkjI+xJNp_R<| z{`GI~cSiCW0q9CzWPB71yV9cED1(!Q(QFAqb)QmqvLr|CFv0}`f1VG(9Cuz-b6u3u zYa4j!PjR$Gq++=?j!Ss%X+~G*G;f`}am#->7J(JpR#gZk+NwJM`2(LmM`Mz4s)L`a zP;>3;hylKj7a^c4?_3Mo38rIWvA@#HPneNT-0Ixm$GM@ZPL+J?(g5LmjXK~I=O>ia z2nXI%gaQ?*ZBZGLu|4E) z8o7wPM-;$-=w!Vn0Djsn)of(B=92V;=GO!M=rl*YTOH>Qj5d~NjsF%g*Dwl%6k zgCjsO3Y_-lTlhWklz(USz7Y>zmZdA(<&SZ`F&+7X?mURn+o0ZwZY9h|=_W3yvp6-rYMk}aYw7Q9T@a?pj{g+|#K%@E`Fq{K1DOaB-uPPw z)QCaBR)ILyT!Ug&AHj+Q&eW=p7rLJSOlf*o@7&!&Z_=jFCRl1+k9v%yI^5rUGOBqz zZaZx_rmv4$$6;4R+8;xc>tkMBuYEW3Xr^5FUKxc0w|vwMd04jx*EfPkb0EA_2?mQNggX>MqF11>{jz{JSD+tYRlk; zfoa&6l>YB_hEuvuf35InqiBPR-w{J#+l`K;?a9a@zGGftCUHun`EKnpS?7SNEvKmKxY7t;7x{RR?rvIIL+djd=*)1Cnc2zK%s2# z=*cJ5n{r3{LS!4hTFz==!O+O8YA}nZT_bdrOIq4lN4Nj)UN%By)*ZlCeG4YA$X2zd zo|{S%!HF3=Pu)3NDcjJ5GBsvsCBBJ3;rkvhjh%qd+Un4rGw`vvCRBRmjlmCpjP9Bo zXYVE&sK%IQ&r}-PoTa=Ay*txEK@o-T^b^Lm>sI4Ku#6^HQbw_G(`oF#tyK?f>V&ps zHu!^|D(FSFg#G@p;TlY;uV5eIT{s5?j9oN4TX4^Dlvm**t5%NK&8rF4OC6epGKDVx zdu`fOsb_YQf(GY?|915x@@h;E;I{c51wu)OTGJISMn?tHIc5@G4CV>nE+=zg11&U< zTkA({fMhSgo@O|8iR%(%PTcMP3z&es{^<`_+CZpig}jW+WPj@Fx1R&0Ui>Et-d_|T z3FqKSiu$S>5?GmZyZ!ICSnnR*`o$wmC2-XB_^1rhXhH=lxo>Lre6HNYNJ&6$IeMZN`4~3L!iM9z za8E=r*cA{8DSo~I+9x++F~;us@mItZpTfdI>ZGg`&8wjjIgwn2qdtfC9dd_8b;n4y z+WMsW#!}-JL1S=8j@`WuSemUgl^h}8&UGT8kHS3cbZfXms;B!0;w-}e;p70{Hi$|x zKyowb%7n&*xY(dsPfB)E)CTLt5y$%HIw>j^9LaL>;x5qGlcJ}zwWVPj7^ZWQ8{Fla zgnz8jQE1NB&uY*r*G{bjCWc*K{v~Nc^ujaLNR{Dzgr<6f-|tojdJmTqBno1I!9V8< zZGJA?oQ->|Y5HJ$Ef~tE@v`1&YhW1mcffJQNvnWw0g|X$6iGh@TY*USx>Q|Pt9J9J z0$;<=u8i-@;vL%R52^(pl2uoE{O|FtkV|>{{Yu{r2{5VwQcwr8iPC( zxV>yD>*>>W24*Z*_F*(Mlys%jL#$9|MSm7UGUU1WFQX4hEt*47ro=tsT`Y!3-Ej63 z_u=kK*sa>i<6G|Y{bgmB8}+{+OMw6wc-HK2#uCWrj}aMv>~Vyg2hrNvW#H|PHlCIT zZ-^yj5oCV8pRY6(MeZm0x%s^0bIEHg7uTik7YX31LB3@;Ha(_&#|A5rUIWUtASY?S}oN&^-Wp z9P2C14(}?RGQZSDG}FVWbEGx)YQ1y5;wsC5KLts5y*VmD*TPF{<3#65uV86e-$irw z@(7aHq}%Qt9K!YLG;%#P%n@kTJ&B!~%+SkV+~&XNTg1=9Yvnl6U?FMeiBH;pjt0fc z;qT?%ozq|;`{DnQ-NNCmx&}m$Shxm&n3!BtU~)|aRcv1G{xtJ=E-kU-t)=ttNVb=E zwJ?5wt96d(^d(u)B#j_PLbp6@v4A{kPFgj6V6tuHL~XRkXXhxb@vfC-Lsn@rg&YEVC3D#(bv-m}D1ry0FK_@a}I8!RdCu@(yF?K+g*xblYsz>3+ z*<qfM251 zy8V6pxU-S?Z~4_GvnMmc$}9Qhami7uoec3?4w9c5WAr{3CjCO^2}Wq^3-x45>OWZC zR}E23cGuQ2$7}hB$j$y zs6F0W_AKLW(=?~M>xMeB|0ANOS>SIyel^}7A!c@GwV47Uj}9@QHeF_F{Ec z!ECOng*To9)F|z38KcRZ$ddIPXwtPByk;7&rN?>s`p(%endP|8cpop)(9c(;I?a80 zX0Zf6bQuuxTUa^+kh`%6{wgcDtu3IpN~+sdxM7_rnTUs7oaez)CO5YC)w+mB9ilBy z{$gPB1Q&%{`xh;szusZyl)Zl5#~RoE_|L2+TZ>8hoMf2sQ+A2+zOngn2b_M&zkVhD zFE4(oc1zy$%=(5rDspjc=;>qLLzDEl(>_;idryqFUyfb8q{~b|ee#UZBO&K1b)gaN zZ@n}w4dlWb{&c=y7w?m9;73i8`UPh6lz!h5>lnPpzFHUL?@|9nEk##`o#QtRB(X*pfy>S#Uy&jz`IK~jIgnN*^tmxa|ah&m%T!v3lzI<0D!2M^GSC@0k zs=@mWu7U~4f*H9l?bolV>#HV1HMJ#+l{H=7;cDP3>g%y*ULpNMEe@H)NS?7uL$wWq zZV&z~ss*CtBx8}MVSh+}_<4go1-x|;4jV^d|Jee`&6BZ0HP|xh5cOI(((&~dpgxCc zzq7k!q4h9Gr=kSpvVl97tPLamF>jmQDQYj8AQ)k{mz+iP^=rraxX4DBI2uq%n4T17 z)gDVSH(lREO`alA`E*^J{L`S&@zi{Far;x=l86!SAEWHKijSMxbDSa?^R4ODZSPpj z!F>*n;YzdE+rjokl_DADMmA_l@KHvjv(G7TNfET??Vl9Z^~Lk3GM zmW3(b(mf+Px{ZTeoFZcsdywz13Z!KHN_@@6_YU2WXF~gCF~tYkQwn0zN7KTa)m838 zmwU7{!})zYK=}oP8Pdpq{{KiZ{C_7L{{JY|Q108OfgkFXLu7|xk!zi-&7AZm8P^p# z>0kZJ>tW+8866XU^1IU5MVq}g4+Ew$$d@8us=uyjnMpt!PYPI!lFgMHga$5znYsch zM_qo%Nf%&1xeB*Dvk~M7Hje9l0;2>OO%!TyQ9?T!ob*h08r@#w=n0z`cfVt|tQ|e< z$h9&alkH})9JdBiI_C>sd}xK!4a%N(d)-i}&QzRk%1pItVsB3GQ>pgBds-{Af0;Mm z%`db4Ea*sk+y&EQV~v33zAq|!!_&@B=&D^s&R6UcJ^*Q9CUM{<*TAHdeB`!K_0AYV zc}i6+aqRMDNT$zG+Fbp9eKysLkEa&^&?}ZD4I_I1^c-`irH@P>8T|w`$L52p8K9FC z+2?}|wdB%V7!oEAVlIE7dZyz1sP1788oNm+)V{*;j-srR50&ePDK)-^!q~U8%b%T& zQdCt$HW88`mD?fZ*~EO$%l(!lRFB1KYI@ZnULoVrO{mwCsK3&?feh>I;145wsxIBT z$#RqS^gj$k1@h?zK+{;z|Gwx=Vhj4$af5nxA_vS`{Uy4xr`9EHdbP=G7drW>WfC$rwh5WLA5_FvE z(#kGG>Ajp{6EkInk2dh1K53sCCTX@fP|qIF1*_)xNe^&?U!x+@CPu#0vYc+>cF#W) z3U*J4t>j3|Ppn^8%mQ-uMTMl{+1k zOO4#)>(gB>M@lQ58A)JJELzClYLp5%XKFH4YIr5}=f)x{%Spi_5`h?4^)}=_a@%RLNW_k6UD2&b5jqXT)7E_IIfAmsgpA>E1UaQ`UZgw&$ z$K`jG?HoeQ9RzxqlsCYmF@Os>C>u5oI7wH@@=!&%9r9F^{4s9eDqPJJLuUH}ctA9Y zg|DW5*iAXFwozBGZ3Mi*sm97adN~=ItXb?}^IFvJz(prpMLGHQn5aOs_gXU>egt&Q zlTmM?RNp*YrN*m5Rh&F}l4f`ggZ4MLFelyf!|9T!O#^F4pa2yV_*rfHkA)}eKh9o8 z_ck`NFi#>GxQYRKz-=DyuryK8Av}90>;=4Yfo)7!IgiJwz(~4%Z8O2l32#LMm!-KJ zGs`N84!1wp0|fIK)b+aCiNwdyWeD*Zgxr;oWTxFP?qNDm>vGJ*PLg;+626$nrnI{F z%Hrd*w#s<7`40XFb~)DdTydRoEhh$>4+}AJF}hAOS(iT}Kgjx?eL}NiQFZDDme2f= z@4n%YOw$sRpAQlWaVq^Y1L34Ga$nQ2gx?|rsh{iAAk2^RO#3HYleQUX+mx*np?2My zVHJN&$tvF4rHo0W!~PZkx=+vog2p&J`kOAZlB4}TgFLkcXHPsY(NH9wD#;_ym~QOI zuEiHt%d}Ez4Hg_BD&_C#{_gK}>`9dXy{Gba#&W@Ns6e4b8rhniMY}Gr@~`MbDU+Su zV9<|JkD#Ab2FzMGj197Ot8}qHt*N$TUrtrqpWzrG16VS*?ph`#tI=9J9reC7#6O*i zV!F0-w=}R7^0>-BOhT`D#6H1oYdHPougf?4dgJY?$qlo0J0q!9EY`M>lqPmHyCC-> zk@_LPq-*|yYUon4TG4kmmV}|{#fNAcdX=)xcbEslm6kiyBMs~yN!swDJ?$keyw0~( zMDIs8wxl^<@`cgE*Y~cS z2f4s!dv#e1zrqdVCgYec>@ZE1e3q_o>(!zm`|qSzr49r)|IHMi<9Cyq5T_OiUY7oC z@HkNLV9+=o7b|1!mtJ-kL&9sb{dRD~wQj)Gu$9nvnlVQP1{{!5?EIV|?*0;TlZl`m zKnCUHBbez^9@tCrvrX$f5C`75?iu^ZWBH3bz|Y@O9n2nQ|Fxx=iGD!r)0oY zhC+KsE;RTFudj_587X-v93G1@kxZ3N)$WM~3VUks$Y|A%ZkPxRMTU@WYJ*=9nSk() zy!z3DocbtL9ogscL0&=!=>_=LX4yW1ZM^0eIe$gG=2W2|{W{X%kUj71%T5h4>ElD= zTXkRUN@=A8j&AWA9d?M_0MmR)=o9;-h7vyfyz1ZuSC2btlq_f|X7O-hPZ2oK)*+9Q z0Nmn@%Jlen4&q$i@Yi9SMlX_2*p0V5eEYt;q<#h1_1{#DVFu5mo1mZt5FHK%P%({;)zI-<+AV(J5i-y#drElQsR1Sc1Mgf_5mPeeBg21c*H`^FLv zZNIdc5GHUL*^BDleX6RuaXqqQJ|0sGvE&gYQ9A@OaPy-EhcEskJEVO{3TUDiUS$kc zgM0MqLegAl894EVYSp7pojdLBy|9Y#%|>nNzIlQhb$HP{^0UsSlNTLiU~6(DvN6H1 z@O~K8E02jif`2588?)gDUPiYy?@w*(!`wT#67G-vKyPX}_`a=IkNTKE_WK>khY0Y| zlaDqcqau(@Wwk*XhTpEJG_WBNc_aCZfIxQ*;zo+!Gr56Ju9P9v2=K`RdLFpa1?t_T z-6_HC&x9Ly(_2=q9j>gA>hN$jIUUaaMOKQyQG^$+a2TGi(b1)@p}Iv7Z6%56$H+F$ z*8KRJ195Md2X(4fLF>LoM(4k17Q`YulS%^6p3Uxa*IqCq@mE~qQm=4n?2#Y511VDN z;#@ATY^^wE)>U(OeBkf=Ee-I4D`Fc~M+nT{|5;P0*gsmJiF&0S#b3p-bj`@2{WW`v zoO05l&jRH?b4K0m!-@L5znlc!&FLEPiIUZ)2Z#nQc=9G)wc(=+lkoQwM+&F;*%ex} zBgLh*#;0pWxW1Z^i}EYZFWP%BEp|dz{=8O***G@mgAaoVAfm=`idY#Ggm})x?$#zxJVzm!B`-L|xz{7Cb_G~gd@vTg=s<(UF zab5CGCWXHKu=ezLcuCDv9AQF(jpo(e*R9hCb>a!p6rWb=`v@OX?5S%qG&8C*%xf^Q zBFNs`sYcOUBzFfKTsKV6D08^DfqaH#Y2F6rQkSG|2vh__>+0jMAXjKnvS(5}BCa-? z2@YuC{ne_zyU-kaS2faBNoNvSc&2A`{8%SBQKZRL9x1y2alvG9FMj(+sJGT{(l~F3 z!ebl%SI2#JbNrU@Aaq8_8<`z*DH-g^K6144RJ9*ItXGr{X#CBz_n%`8yX5p z18&&W---;~e>W&>y%I+OC%ko{+Um4jQAjaFPKV z--{Ty`jb-zcq&(~t}?{itZQQB$zv&*s?wmcjD*E~nb*6-3g*1^& zuWW%IdC(4-hQw8``swi=HcieXvV5LJwXmG{>A*jeCOZ8^m!i!e)!{VSq@Hs|O8|D5 z=|B@nKAN1q6M1Whb5Md;TR+bKk?S?gWMk)R*5zyTirydSQ zWv7oga-pYH9a~J5J|1xD9-IsP-@5>&EWkcY9cHRY7Nl;|6jCw^r4bgrZ}fX71~DEo zy+0T4MT2^B-sxGWiE>}e71OV*BjT?(w}*bd8lWi*W@R*}7FEg~-X6NtaF_{c{}$F_ z9Um(GAK51t69-)EiWwd-Gf*FZvR?h6(|!x#Jx)F18q}a6-`I_C+0|@+k%6XMyy04k zQty-Vdg7?Ht(-0@veYoOd#?Cp>=^L(TZCg}4rlu0@QSNy)OZ<_csp+5+fX+L*G0Ei zYKas+*BOtI7(;0F>uQ(Cc^FoFHF+O=$FsZ z-2?+{zT#qLirQIAtSFCK?6Yc!qOM=+DKRDwykmC_HCqdzE+^iuX7jV+5Ii?3m<=Da zEKQD1S3BGVP1XrTw>WGzpuXMKA}ZIf@P6kl9) zNs}}HAL-co=)DmEvFGt+T5h+c#(Jen(Oo!R(DaJ7Y*pfV{sqOCpl_EER$-yxPcNL{ zMy@p6;nAd~Hvxu+&F(4DgrwXg)>M~Ie+>KWMq%dVa2Oq5D z4ni}XUXIzZOk8;i3q>A3xIL12G`Qz?FwT8P2?PNA4_+gVAERNn5gzIHuacXe`zlo$ zM&55te>sjIDB68tEhIW=6MYEMo~z4tg^3+7YTT_z>Lo?Duebt;2FICm^`6b1tzk<1 z?9hsHXWi!Im{lNtEK1}glVl0mTTOK>6l7(G@5+eWrr(a(NVJ!8K`ZHH+E7i7{D{?; z-GG>qs@+-W%I4(1IYY@6Di(+_r==|))E}CNZT~9`Y>*VFSk?a_?!xtBZELqKo zeC-9pnmdENLVKlp_*kTuw?$iQL?P=!Gb=vV_1uKJ&dl)84T)%eZmV3lJreVM3Lr!X zuDrYjd1ORubg&d{uvZ9j-3jfi-kVXG^LUt`4_HDhni>Es!61SBjw{Q-L0Suarn@1U zbO&7hr}uqJ$2ZA^7h!!+Q1EF=)7t~~0ol`M57ds4?96h!Oc<9ffz%J#5X%~?IaA7S zB}BgEVjmy65wYjKcIw-^hbEC0h5Hr>kR&~;T@%nUAHBS};A_mZ{T+)hgLCJl|B=Z~ zCe!Ey%l@I=BwJ&^rmAJdPtVzU+rfX8B#Q^UaSAArm;~r3Rr!0dA|VAmrJgQkM+Sy& zOro_kC!NuuF}2oH9!sai5)o%J)hQo_6Xw$R7b=~$dLmNwFZ%2X0`@7}s&uJq==IEL zKFg++h+q}Pk)Bt%{+4(*`B=@74BB&OqL|n*Rg*8);h+k-&2y-o{YNUBDV=}FtSp|k zW@;-Ub`BWc1EBJ0@!4f${o96|i<<8Ol9v+}jiHWVz3pSyhRD@KBxi$7i+L=!=AXpY zjo37cRg8XXLTEErQ-`)j zl3hQ*`m614k`yT~!dD3lROJl>cJv61rR+LVRw*956zw zV*z+LQ*_Vw2#>!*lz|#k>=)h+cy1)FGJ0j03EzZ>@NekMw?up!QCJhbuF?+T6W%2V zRmmr*i%V9HKf`^n>F^gh*vu$wsX1dF5yi}26&;5|=&Jh7gQXklbZiqzkK#fFxzjD$ zoXNz6!TspzwB22HbA?$CQM!_CVfaa2)#2-QH1QkAAsHGaeMaDKEkaKbXhJCYn%0{I2dGW{*C$XZ-c znGQjo7_EAYNI5Te>#|b{qfbfpny=d|ttX(9}Flo@In6(mtyJK8;-Y zxk%;f1C??h3~(+fm$`Xj9#Ik2k}pbW&^}Dc?E~9<1JqG@GuqUbY4p7#r^4{%eG_JX z`I<(Qo3(wm{=>lE?`V7}bhq-8dEdOIdQyk+cJL;X98$A2`l>$k>6&81z1vD}WXYI0 zauTeUA{wL0i%z-UUT-9j|s`(xHhv@Y` zj%)cX1%OkvjbsGzbgt68_n)H^UiUuV=fXv=O6@aOcP_x89RHE&nm_$r3_l~C?`mcB zuWN9*960=9;T@_18b4>V`D>*@N+8x!4|tcXH_oX2C-DZLOtZG zoQbzWGx&;NcTH_$mB&opkQ-$hV-wIC4PWWc&q|q`71_euR$>eLhT-JHvNW6N1pr=q z4TYVN4PSZiYap`N@2)s#KkTX%Z|Ke|#HeE$M>jUP91?s0?pxuy>%W=SZ+G!Vm|%r{ ztZS_K@6xEa+sCuJXZHv&$5ST9DtfcH3$BLl&V1Ovreo3sEi12k`i3idg_$d4)bJix z5q54i(_;QyRn{sZFV(AoNjuxkMYEb$P=VuCV|yHbvcbo-;bgK;Hm~KM1jY`$p%{{- z%ShEA+gFmi`HJ~98M(ZYtKhg zZ;iqh7TFJuPm0fK^w6VCiVje8{t<#v`6CFo4=A5%LRW^Ybo}ilB*egFo5Zt_A(iWDsWgaercxj_gMULimiD|1R%K9BsIJR(ri@Rkm3d-Awcf9Fyw0Yxn@ zq?su%PgYF6!*zVTbco)6-^O8X&eK+UOHJd>`9|{}Jalzmv-20+skjm| z$TJwuQ!TaQ`BBC7{mpgB%xZn#)etPGn$*1-_h(F>a8;MjF$i0kqb|6m=d7CpPD`S?_(v966j+dy2 z7*!>J1K!NJpmK%FQ~f3Gm@O`=wqjJ%b~C!I>7Fe2xvx$nx)0ZvNvW(*@h1o2_76q4X-vfkG{3(q6ie-j~}SB#b0!)m>8&UswD%O`HJVj7W_?xOTt@ zzm7}U6FK6Dap`6{WhI^O>3IDhq!&r=IC<8NL?;agxA#_s z`B!1~=|#i&4us~x%Qb7c{TaYW$HKo5NjVQUxNi|UxSG0_UX|vp+c#d!`3KNBR&8~q zdVR{@FsXufswo)ATyb`Y+*l3kZ#FApeLPaqYG&k$7KTkKal;P5r-kNOYu|Nuwdq7Y z=2#lo7?$rFOh|~koC990LnPA%l5jaRr-YRbjc{!XjVPk`hJ{3YrRvaGPe?CgUmc|p zcwYckSG#TJ+I5#+Ttv(_dt3E(vh8Tdi>il!UMS=G|6V9CVj~kTb9Y zw;A_k4&+TZAgpwN*|4XjxelCFqQ6VFV~5^!V>V4wzF)w3`FF2o&iTlF%_SghhIC&O zZ7L}lHVZzf@*jrbMY(vWQcKdRq}5i=vJ3DlBZkZ(;=F8Jb>->TPNjo~lyxB+oc60AC}%s>V0r*qB8>)e~NYA=7y8P_h&5sauw>DoTdR&XVr7%00@t$Ye_j zv61?vy(*a~KI27$%=^-j;-rb94FD@n%R zyQ^cw0^PxS#WQKtyT|PM*wR(^gq~Xw=RwHRV`&X$9~pf4z1bZc;E4H=pLx!o+l8gI ziPEW=AMfY2RGfu+NZOC?;iM?0GMbRm<%Rp0vx$BC9Jbpih!e2`_k0uPXsN0?qoeNi z5O^@Fc7n7|e~olUEqvrOJKCP!rD|Wh^k&ke;t!S|h`3T=J2J=Iqgx6boBXl@x-qjj z>u+rh5M}103`7Xq`(bP8%<294zvW-lzhdUC0mI3oazmqqMR)46oQJ*Lz1+*(W;Ph0jr>p@Djt>gYtUkzU>ilg8nxH3)?bYQ1>}Q1>JGyzG5b7ui^?oX zD;5fAzZ4Dvuv7%oRZ~%3ZKWTzDDok#Vz&07TPC&Ay9RDd?vKN)uWsOwd*hiz^%3wm z^u^4A3h2OL|9j8vJU{te(>uU3NYURs-1OQM9=5WeTu_QwZyz)&t96tikM?DW-(9S1 z+4m^+<-)E{BsoSF8vJG$*RKm|65ls8t%|Ehqv6v5yC!4VVe~wk#|U%v$nq!wa2*lK z)K;>pBX~v^N$9G6#O8{W|9fYFp5V~dau@$c$}XAO+M#pVjMssL?3v%`U{4I>q287XLx0Q6avj zcjg+{TDzs8L+yPt>XkyvQXXK&sUD&PC|81VYOJc*EAHSC$4kQaP)f8v!YeTV%&X^V z+V-ZJ07+yG3b#GzqaM1q<%S7+V{<8=+B-ylYh8XBcOa=dU}jzK>@jsgYzxc$6%Sra zlyT?)zd&KHvK58GN~EEkV0NPAAABDLw~p|jqdy$43&A~Jsha8U_uVf)A_H~%`9XVq z)mMcpsuNa>bD!%tC+*$xIxn@;U!CYMRe%ct2VOU+x{0+dIaUtcmu&qZLR|7Yguvr# zXles|CI_*$ZWbZlzz!fv!yR&Ftn2eSx%&D)swJ>BzxHwu+lu;i`LPg?>gDc$f0xl1 zKnJQ-H+86ih!P1oVW2yIyk^js}40an*=!>+erAoH7Q5q9| z2^lX*yzyQZx->=cJ#4`n%4WWG^n#N%UA6+w)^i;5$=pcCdmQs}Hs3X~k}`e^@ar(& z$vemvlJ+3?ZeL-^v}%{=6hbTbH7WuPrQ#QQtmajZ0G@tgkBfw)EeA zNkvJ^1L1jfX@Uliy6DvwS|#Nv)0f7F3w|Y1H0f=or=MOBqFpA!DnxVu&csD{!v@He zs!1gQ+kMwG#rnqUi*kKu(~^&!{w(+ciza>6ixhLwNrXxmpY3z~fH`#SA6Qn|Y1&QS z$RR;4Hx8f8U0wDu9X5+Ox`$vhG{SPuR`y+giq|P&yjooGo6AJ|XfdOT@8#cPW6_y= zBIEp4bcdf(vSKRv`ntqelM9QX;VuRI`ZQiMAf~km?TtF9S>2x%P@IQ-%g4!F)ko=} zw!ZsHOchRY=~*9fK=7h>fCM?o56ZdnAK4x)>}!AX$Ir2Y3oaw&!lt2TxNN@!@mH~V z8;vSose0TpP75_64L{AymEbEJ_6%I%@XU$olZ2O)NB}ms z+?})Rf4p9vXN8?d6?Dpf01UBj-q968hvj5_=aiy1@6<}3m0}qCx{~SXY-{wkv$hf_ z5raB^%^pzEl?EHa{D5%KuRzEURb&g)PDk>W-P*9PK#A0q#)?3Zyb~S7s~BRr&~;)n zm{a$;6qDl1gFV*62dyyrv3?ju3QNmvx5?gYw3v?`(%nMu{m;UaC2E`L?2W z!sYRA?`;wqf~5{41fHp0{UlNnIIO8>@gB-iDvELUBbD41UBnNM{|{sD71iX{MvbDl zMWu;KFL8?s(mPV4B3+2|PLvLzigZX+1e7XWsnR=0?}Qd2(mRAsC{h9mB?JiB=l#yb z8E1_D=D)~YM#h^p-nG^<=kv@teR+DWwqut1l$3?X-}r6T$FQMI%9K-SQ@Vl4M3ecP z5wa9XJBKWSM|C9s-1e21Np;AvZEX0W&hc@NX4hK%A^^Uu%zPQy!LqQ!dZg}E_9})a zyQr^cs3nn$(f&j^8Akkl`73pW@AIQL&2eebJN}WYH>$_?{&luXMz+ld^6$e4jo8yp zBu0?fNJ{lta|`Os5^HN|wq5UY&9te1;s286C&i~i*S{=(UX=a2!OwEcCLlG%gE72V zfis!b>0(R5ykhUpWqa9hBc?en>3m8|Y#+2-dKz{-5m4-TBxIHYjzieCo^ z=`z51R(=|cR|8>gV5EAw-nfDMaL&lXp@6EJ*1G$m`^qk+#d6+S=Gmf7fw-;kdJT_q z5kREa=r-2R-eo`uGFe3aDk9%o0%qUMV=9x&t#0hIe+u)R=UU$1$^&WP!FPbONVG%A z-@-2wKhc|5dLl#Y^B7?6fo0ctpcrp*&rqld_OVOek23{UC`JuDrWuNrxwt8_*}pk4 zul=HvAp<5-;urcy-Lvt zZ*01^KQF1hx}AM0ar)po7})eR{(It3F8C0r0UCvL%yd~A>HW6z4U5@^VkU*g`Ol_K1x*?`-g|vJHEuUC46M!+Ab@WwBJc;6B$KuD zA;w;FtIfDF)8^P9SaI~be?jKGa2GfIwM15^U9{#PP1KD*3N=4T9t-p)$^n4&wE&*4Mf zl;3>eWX8WbA#T!tw3xq@sdY+V3zgI>g6~?dUMRswv)_DDqOodL)>?HFdARk4vZ|aF z-oBS7W;pY!q!Ge9()V`ZlC&Q*c;x6yv$|{aD3P1<+EMJ}oT#y?vV}XH1Y>b&#e2yk zrbZezrQM~Z_>IHZIqPlQBpP{mfJHwPI;k$6GX8Wq{VI&07Qw9ZL47&nv^` zSG=)u1VN@^1&m2mv64ln>C_*Ww*EV5%VV|JSU5*BsN|dQ{J08mJaB=M_)^;Ox=U_B zJ>HsYRW|^S-@4u(O|?)>L&V=_Hmz==mMPtU>jDc?Y(f`6w^t7Or138o2|Ym^H{XQi}{`{JGDU0@WSw z(YV0z7+o`~tPbcGL)eo6_o6wTYou169Df(AW}`8^=cZZ`g3hDL_bC*X?wuGN1nl>G{b?WwhF3Dd&qt#=vN14zEvt17^_6Uv#k9JXRVBbt%5+ z{?G2eJ9pG4H`|Dth~&7Vvf7u2{b9zwid5IVtq1U-MBd3ZE4S+vYbE)k?*qhk8OiNd zqIzMJ+aWr^ZTwTcll9V7E0HB;>PzX0vOPRErj>bjtDReT(gRANuRN=tv)ck^{P9*d zBk8eGX0+E1^v=mhO>qx5ug;r^Z0Co6krC3kCHm%Z_#G1Bg0EX%weqX$?47}=md&jO zYnA?y8D{G>qIPYICi^J}dtklE$(N(ORB-_A0bT_I_9xEt42j(wGZD&k&N@XT#-0}6 zk9R6(nj*z!^oavnaNDyfZgrFihFl@sd!)1J^C*sQsYY=ey|KHHsGKnHZ(x0kt4Pn(uJ3KVa`E*V6VcgiW zvLekUizk)qS8oW9{vOwQ5oW}`B~9=^jl^I^P!-Sf(o|rDdG^A*9!VF~6kbcVw(fhz zX*I=YOsguc*^!t?B8Z}JMy{@Hzw0d68B>}!y)O^J->QTzcsSW`=7d@D!o<*bYDKuw zp--u9`J(22(7m-B9@FpP1F=aH*N2fQFc)p1%a9P4M2O z|0uSa!YlpBf;jMO8RZ7jxj-FO8T`s;Qj}pv=kepqUiC_@xV8`=1otocLkHV7{MzWx z>WMuZz@JQs#j9|jxU`fanBVnU*#0j2E_gU@a`ZP?^+FQSMc?*lRnHB9#l67xp6-Uj zo|<+!6ybYh*E~Z6cSjig9lJoa(`hZxh+`dDoi}+bEg?0k*}ei`1HE8%(kgRlL-x;K zzQgF2kyYSs){{5x zJS|SQ?kM8NV_eZU#=!n@R$OX;VEx_10|0Z}pAk$9`d+pVjr6e;*y8zMGN3F;IxB^e zjVAYeB!$}oLwZ!Wu81+2AhBra6PDPQ2Og$z{$Y++BY3YKY?1yHY)<>(8JZGP@x zf#*QD!%%9+4%s8eN;}}H1fyGGNjEi7rb9tEb$e=IPsxa zEvR<+C9Q>(s7=KLzUuF$;k+d<`}k>zn?zXAK42ha>oiW*&Hw!)ukkVR?pPAwwaKVw zb&tRxucSAo!Yps@9=9n#>`YiNR$Yu8U)H*yrQ8w*9%Pk3vuB2N7Wp?;N4u*f>GQ11 zt^6-&r}g8v=QDp!(|nK8cAPb>cuqLRG6Hhn)mX%1KF5KRT^F{$gMD);BU|(B_J4-X zBE{z&auOahp2A$X!Gy(a1DS|T##TstwKvzWxSE#*YZl0U%gwPPS)xBoKj667%l_y= zi+UTu!WmEqB=;q53suBj7YmwfzW{|bwS&*s_(9K&*knt>EMGdeDvh9@ zfS6^zu3oC3(lUGltzxEgeE#iLy=Fg~{j+L@5d)&!h{tcOv7{2?XzJ0S_0n%VYow;f z8P1F!hQ@wJ1cAN4Pp?mrrsT5Ix4Fg^Nlo*w z=8iY?*V4n5INj<5$G+PRNJWHG_U)eHVAqb0dUl>S#uy3HX;PrqrcMUQ@=tEBO4@Yu zfO_t|rZeA`laT@-8|fBVgTgc6VX$G@*QG0ef_mpxa#qsnZWt@~*JZIU+eZmh9_Oz>lQUwkeD+{LqjRs$>85y6S*hLr6@6-Y0zroLMcv_O8>a1@+tvll&w$sIlsDOkCm3D=l4=4F(p1QhZs{5Ak_gAt#c6AMgXey}q zR3NdEyfz8aOD82orUx#?eQWNhOjhlFb}paImLX291vTU1Z5EeSSkd?zQ!&aCbTXsCl}|qHXKrUd zkkt`;lBf@ z?_u9~QR->QgVahu{mQb7X;IsOJgs=EdtSTg&F~=XiM*-L;PgQenQ2K5&lo{@{AI>; zJa3W(+){hT5YAq%;4z0-9ZtX4#K%QUcqlAQvBmX9?!DifzwNQ+a_BJ+S`$79g)>`g z+UzB2$Xo~YWC`YqY1?k@ZqBwuEu}Zw=aLy5*ZiW$S5^SX_&3lm-0j%HqRGyu<$}9K z{TI{WC&NI%M4iZZ16IAz#cq6N%8-2K?TF=!V}v2y;xVc}j>LtVqO;r6&IeXlaiX-& zMEtU@*t5e;z74NS!DG7EeETq>$&}@VJ3C6PkabS>;PHP{cX9O0pF54iCV9;7rX4|P z$dHDXuk4O$bP_jQwkz8L=u*y(SgCv#$J_bXy?L;olOp^FR;wZ?q9m6CRRT|9(XP4c zZi9AE6A)|zvXP(JK$7p7P;T&G4E?f%NaD1b*WL^O$p!BQ^Gd|Tw$r(k8A&Ua%SAo} znY#<>&a0#m-*Sod3&o7-Y2PK?+5zk|9l@Ln7!}W~y98<#&v{!f+kZ{?e$w2VwC??r zZ%dF2y?NwUQh`&P0Te_glOVt>YULY(TlujwVbOvFF!JnbCKoUCTxZW^r6>F&C^u>e z*shkKMcJ^ollsyN{r2x`HA(!Njj;@6Gs)lEtVB1}2jp4OYn>I(O`atP-F7R>62S9R z;AhMdwP&Q}hXh|YuHyD>#9QFktKCI>V^4D9M8cry`moe!tUz0kk;#t-8@?syMz9za zW-Svv zr|NNm&ky@p{z#}7FDwt5OyX9FQzr!xTQ(nyI@ z%T)QdpV5|G{Giq!ntg^8=H0jBNfnbPJF5NfvOeZvlA_)9Vw*;^CQZS^rm*l+vKuQr?n*47XybW`;38($<4`8UXiKpGUrShe>@?L6KUyeHQZsT3h>aY z(KvYKuj_#Zk#<|$Ax@at)j&da!2^vsnXKhY7apaE#O&w#0`~AW>^;SRgW({K7tJ?l zoOsZ2lzP#Z+ZjIh@Uk-Sx7rUMhEsTgVhcYsGi}jF%XoUvPQ0>g&^iHxy)it`kNY%7 zomBrtwX2(>hMGP*e3&SPeAkYsfhd!6r(_VK&Xu4 zQuaBih@W)*!0sW>xKs?XY9c!;)9%J^H^iHl@gH6Urkz?)^ECfdl;Dr&z9pt~Ly-e7 zPB>j0F=0|q5s<*0W&bIUuhW-k{4+;!sYq53p{E!Biw1A<)eQ+a2ZX z^FVgq;8jb|Q-}C33V+l(-MQ9dn>R~i9C)97^+S2z7U3)r-bEik|$o1fa5sd&KA)n=%Z{_E>Zk-LuHrnaxml zNu$|VPw8)Lyj||}0sR0=6Z@HiYy$j+O<=6q0IyAqn7{>7-`Z{=7SJy4w)j+o>>7mB z`iv;oJu;HnxE#4=wjKBM*0Nc50_UB9nH2mwucYGHg9Rc}HbOTOW=m`be#?-|d-opN)b;eyXN`Y^@rrMcu{_OlbW!lisw= zk0Gm>`Y>*_;my9o#Yk;B!uKT^?&maVXD&%D2IEdg_PVbFvx@LoVsZNz5wrVcW_tbO zR@M1z9}qd-;;+(|<`E5WuJz8R)eCCB*%;Rh{;IzYBtTiVq=TLjxKG0l#&;ntY18lT zhpY9$^K!_rk&4jhli28EvE~A;K!_13+e5{xZiP$cDYw8|#en%EIBx>1vxAc|t#!?} z<9-Cp5d@1swld$6qbsYjSe*oY%2r*iebuYxtqkp0Yruk-wzNG@<;r z>ru4VuDJ~KcE$UA)wav-*0)?C6DQ^T1rlHd3RGnq)6B>^Yu#Vgx5koi$BRYzP5${g z2;s8RX&5akxDyQUoU1N2Nlz>m%p13Al$Hkc!zo~SjGp}Or*^L4WS3sIPe}jL%M}Qu zyE!fb!%F7u;Aw1h=kr+7ZY;!({1vxi#3&-uKb0iLV>&)bxVgX~=Hk%{Z}wZ$Fbs(@ z$O=_Q7-Ob%&$Zbf{hO^2jNsa3)gA(0iPafjkA!gTjGocU{|_VQF*YG_*b-b?dKZuQ z7=h=fbNQMz3o^e`1HS#lH^7 zo$?{;z54Qcr-*taV+ve-**-vP;McNc71=CU@XTO$*P{t5BJ!}cDZ$w)KgC#NA1%~- zsHt4|LzNlFwW@mW^_BmN&vkSU@{FH@_3|@-HIHp(4pPZXG!(rcJesnGJojy{>RgUM z9KMzky|@AJk$+KD%c7(QjO5(Y)woL(;usfXNs9YCp0b4%1#bTTBW`s8?C~GfnLIcW zLDX*p8X5)8)*uUYTQL9(e)#`FV)?E{!ZOmRU@`)HaA&g`7k19bA5;mNsOJwe4Dwyd z6x)p7aj+}Sl_qMVXIaCjvnyZST&AepOf@3Ln7JIOB9PBU=*&&?N_??g!?Q!|2}D|ZywXn__^2r87UKTR#;cw>orpuG^q@q#)Kfk z(+;bzAz0nLBGptskqO&p6EBA*z2eg%`B2L$tOzZwiV(j`Z|j$BD&8|>^;Hg{dKx2o%uKbBz`#O@Q>H# z-^$AHJxHT@XP5{Uh$(Mdp#w}SpUFtNpRkj6q6P4M3YeSZ3E_oZZ@7W4PF7fdwq zachszJqRA>^E&;SGYLj9#x?7;X67GXEXB7&j|*NHA*S72?Hsw4TBm)SOHim-^DDRR%h@CQ@0Zvx`(El$=nU;|l)>a>`Lky&Y+4C^|({YqN1aO;I zs$N}YBU~3nR~@^R93fNnY~~k`&kfnvFUMaEeY?ld#sgaq@i0k;PP-pea{8dwM-(Hb zzNdgo%9}hylf3ShN$0<}uAo$#+gyqx@6X z3W&&u0dbmNRPHi;vx7ICQZWuAb%J^A>lptHSSrFNh!hx{l%O=Iq^#x48Tisa=KJZ>icAS*K>ctl#|@Nt zm48pr93v{g4E4~`m$onCKOM;4KQa+dJT7+Sy_^nl=`4TL^dVMI<`5#|ORS)cIDBi1 zGYjkJD3V%f`KV%)=#AT>;bq1`*(vPS{_u@9$Vx77Io*DK(ZBKq7ke4>sa-bcw8}b5 zMR9P6QvbEMe{-RFuZSxRqZAt{{Yckx?CEl7Hb@9A=nu#ch*l1RHv3Z)V>Pb3ajz&w zCTl#^M0(-Z4HN$gp+^~DD5NvL2<0AGx0cYC&|y_RapNHV`n|?yLveat72qf&YlRQ; z>f;I+Z%EcAvqoQl{<43Fy7W5sNni5Dg!itPcZ^}t-7!TF)+&p&-u8X`S)`p2-%q{= z724R^)~LT71!2KeAr~)aUoad0*>#Eed7asiGHQHxf6>9>pUsG6P<;cVNP8CzMfLtR_{L`P6^XjAY&;k44(E-I4S|X3 zk&0k`?tdDN1Z6?~Z-Vq3`1JXENHM`P9S<`H+(%Rn%x((gTNu?adkWA)jI?(f;te+V zkb&W}Lj%cYhCI)uW1lD+20Pw+qLpOV&{2R+YhF{ZlC>gX0c7*B6?HoW^5bkUg&Oi0H??hLaLcSY4m4m|TowS?P6#?T>8@}NLQI&07E(4JU8>PM-UX&+N{kBP(q&ydQrLgC+jL;-Qdv&iJpej*V->VZu3#L6#UeCan5iuKz6$< z6ykN3I-u=;)H|rvKE^i?SF~_K_OGJPI>Z{aB&@ADi#+yD31CYBe=Vu_E?4%9_^U}) zdc;6=b|?4=p|%%(m*AR)syL3E5OaR3h`!H#h4}>13FLDGg1-8`QyR{c&g^|^;sP)>gl~4L+weRUH6RpRdvdD$PcWjdx+*n8T3+7(P3PG3p+UOu!@!WyEa4J zVpd)4lU18M$iC7Y&{viRsuuo*EgAT)9QI$8%C;Hj8du;sRoWhv{*lXjzBj`gYu+9W zBHAcRQ;8Rnl)-QQ@WUD7>7TLMqMN>M|P10hZJ@B;RskCCO!6s39-SSW_hD}*FS-}eJ zo?hUVcQ&m`X-ad8PQBCc8_TYEQt78fpu?OjXZ~yNN-iVc4>V~`*kEMmd!q0hxRGB5 zvFn-$ScC)lUMF#|c zSwakJTpyZM*B~Rflp$b{v7bd~t zjifHXGuWD~*=lT8=B@=mX3^eLfUH7?3mbD5{DaI|Ck}YU7fc87x)CHZ&1-NQWC8f@ z;>~ib@x^>=Rz2wvP$S&O8!FRW)&&PR(rMF4>|DpGJ>_v)p4ge%wL1aTB`H=0npr_Y zdN%!?t#aVj@b7u-U?1IpA%%e@bk!fZ-`gsctb#G^A#znem2%3j-vbgb@5h-lH;TS; zL>6dl1;aQlr{s2D?LXMaVWLTcvx20+ zG%6dJ>xer+WA$2PjvF*=C(I5CZmWK7s_xHe3IxoXRv0o-R7M7ym&@MK25lLcox#m$ zrLq@FvaV%~enX?e5c&^h*VPu$Sx?EO&8F=AMJd)frbNZbZ*yG5Z*sn_AER6zXEtt< z`<@buq`#|<(3QTEWvI9Oe8gVnct~N}8c!Ga=e5zNDi1w#Nel5;!Gj?*S|4-H6tIf6 zRrOqX&FapIGJ)?xytQg>XZ!IM3Jl`6yg+_DZI}P3H@+Fs^@^UHwQJ}~kBN!KKK<*m z@J~*LD@N-*zyC;esaWT}SK|kTv}X6+MrZww4}jTF7MPBwWdFMS<%8ohn@MX8CRj^@C7Jd6UssP-EuGM-@4|wUJC11WRRZ+yIIARzjjcF7b-aQ-$hoNAg&oY z0l-L4nUyKL172h|p3(fF%L+Zt6 zZ$LE=UE&n69Vnf$jMdz%3oA#^uCE)Lom*?B?lWHGKTXmTp^?etsfcTbP%%TKRS6QeRGb4X;cl5k~?n`4NxXThUSYvKyRS7 zy?CaXj|)G`v>(n|EMH#ULhn6FsRT8zAEdaEEVeL>u5RV!08bYR`;Oea;Ejvx_VCUxb*t>=8l88 zHB$2rt^!IhCHnXB_SLjA3L!c^6JMj}3S5=V(xW4Oa6vrEQ7mbC&!Zb%it>Sm|G`mcXNAB!+?ig=n3pZ@ROg@l}CVY3? z#3*+|V^4Nic?26LAGi%{{C>(?@5!SSF4${RariMK(72}Py)pVbRAkBU@*p+wENzEE z+rK`y$lqgQDK=8fJOsOqgMQzq@Fe@Ky7e}sopjnK?j`Uqt*janhdgchmlD-WQnjYy z_bE(-<1`_grER;E8Fovb=Q!)+)i`!_uZ>J)eDHFBP@idHt zTET;G_j?0Y#_8C(uw3`aAHLB?eC;;CP}+#yjH8?Jw8pxR+ynxTzMQ5DV+QH!|*r+b;?YZAZ@|gXN_a8Q7xw_e;_fEPW^WR;^z*+iKU8w&K~t#Z%H1OxW3#fPv7evh5t} zu`U;A^JVTatwQ+M%0?ZKAy)&UudE11%Tp4}TU*~`>NOafZz8^u9qJ8}-T5`A>Ek1r z;Mu&j3)LY5Gmf8vm;F=xA5S5?VO@t^J#gs>ZPB2?)f9W_IWES}(yG%h-Jyf=x&cZ` zWusCR{ubKJIlQqNN=mysi2rE{lodHJ5oj#fR&;Fy5$`S%t%&c3z=~)ewi5$PclM#J>g_v7_N2L2 zwVFgz<-@+Bt#2lYK&@K95V4AUs=3jBhw0k=5^{{g#0jW6>SwCA0gTKgw!pKmnx|J z9eWAZ{8p{M7Ehn-o|}Y`uaiE_1kxw3xN6#qn^7JA#`3IngiT?s5Gt{D_C8b+8FnFF z(DXG?b(SrLQ!>Ox+=&03FurWcXf*YXV?tpzO z8=wP?6%wf|v~LXS=nn*5pA_9^bRnT{X8tzBS7Kl+;tLj*D$;FH%~qDTRpE^vQR;Ui zVw_H(Uk|6AG-;wz+4Mt)yeNvK%a!GDz3S;UmBP6W$qn{Ujb&9p8Bd_5-1@lM&KGRW zJ$6tZKy%eOA`!GPNnxIG7~Bt0iB21tA)6GC%!l@+g`HzZ;f&sB~ zi0V9)mq6HIkOMV+%bOsx8^6i)Z{{h(Jd&h1-^Q#5QzG2`7c&NR!!(nLkksakGBt&4 zqhJ8heF`JXZW-2+ znhC?kZWe}9$|L;!nvca_f^li92(1bH@}39GVQi?v#Uf5Wel_6u1Ze3H(e=L;gkKa> z#~nVcVj)Fbcoq_4b@ZiH)}Ag4<2uV7zeM}lsn0`fw_6!+`m?U)zfD-0DuApd()BE7 z!6bW;^$by~qhoXB2!8Y*aX@HZ6>WQ&w?PPR<}OLt9Y}8WO{9%`3$^n(Pjzwz6t*vtnu)u$*l(Hv2AEv^0_Kd z%9IjTraJDRZ4MbF`W&LFI@JHdTB$_?(7#vF>Z+oW`?v>If5cBJ%X;{{k>gG6x3J=( z!~(FwWCL`MDq7Np{KgnjJh64B_3&n z)8V_n}92$jzqEARML5~VX!cH`Df7Kl>pQa3#otlN5$uXZDN)c%~IBJQKpEgpq z##Zr1IXVW#<^NF)j<7US&rIiQOF)}(<8`^!UATRhUSp61xgB9%K&@*l!^w3Nt5mwc z!bag@gt#E-KhC#;{EC?0(M$aT6{DOv?3&r}b8n_&GQ+PUimsN=JD<6mL=z%MBPRkt zqV;YZ4(=~~Q_@Wl=VdQ2R1y1Q^ffu#dnDBRi;ctg7bVmx0vRF)FM>dUm-jC-0GafcU^8bAx<;n@9)2bb$lWS{ z_jLlQsk6FL`Ga)#h`$*M93UgDY}5=;YG~o%q4eX!QZZs0=m&c4tr5DU${t7))6ZzC zGV;@vTSq|npnsa&>H^a91iB9-$?yJ0l?;FLd+`R&lIc(>GG1O&&*SIeGG}#9pfUZ) z=M+f^v2!k;3PH|}NXRegcc!-Op#zA{iy0k`g^q}R0u7@IC!;e&E6Q=XpAx+}FMR22 z=*Ekbb~u7042KlJBc^}B`TUCky}vM}-it0l#gXX^vv=DuC>++9`N;cFYtm8I{jQF5 z%fAHHFTu?m(+eB(5nf~D#jQM|$kr{vZnL5Y$Xlpa%0zx~k+#J?dC2MTaOt741i{t!TjQXFBvhUZBMtHV zxQ1-wda}Y3I*+Lgb|sB4WV(sn!G@x%&JLjeP$rk_7OI3WzS$D>lf4o4u4jT2<>awQ zlv+~oaJe#%k-eSX|B7c%B& zC2JD~(Iv|D4}CYy&&;O^j4j8N(_+}h;{@2EngDz#Fvy~SvaA_5i_B~bnnuNj!=WjK zVy-0`19jv5%E;+@*JID+p0nxpl!#&9>H3CmcQfEVV;qkqitXl{wy1L|U`j%dtin;R zfpCgaJ1Q?Lro#C2L_4qfa@*x?eXNuZky6(xZtkiPDdF7dkjO=;+u)j@(o3`SI?k)$ zFT6UYdhh@By#*xl!j9ftzdgr(y$M07t5Stuthq5P9bR91$@vlF(;B%+c}O;e zGSF0qL**uKGh2AlEE90n20#5L^zps=k1{7zxH3(sqR*p`!CHfDZ3&yc3F^)dy;B_I z9?pb99z_BJEUjaRA84)z2CcIvkZ>rw@DO_LM9tJH_6~Ga84ZL&Y^@-;c6jbh<{`%q z9)4OC8+fQQ8FU^=0wPKLsvIuU$m*UH?v_YRbJI6T*VN=@#YY28qO$GkoS&~bZ7(9? z_g3xJ0Ru)zIJmAbil95K#D}^`A6wjGv%vJF06aRALiV2!Qv3%io!E1#{|M9gW3!ty z8;Dm8(8)Z_kQL+!yn=GI*crAMXfcpg@T1#JejCnpF|$=M99xsyPa9kjYL(g*hvBs*$rcNF z4$g4AzOPi)@ZvoA7+m0EQ09#;iEz%0LqlgNN8Rs+0&>yBD37+W_{{nh^Vn4Bq`mSO zy0NV9>p;gm2Sf*#_eWrjzorN1xr={&lNh0LTnWM!?bQ~LFiYC${NtFt_3-C0%jSD| zUy?YI%+UPvYQb-vD{6jeCX@P=O~-Vc{@NvNR+3IvV~bXFv@|>_v}B)M zyo)mx)0R#n4}4dDbwrw(*=RmQwDyK<`Lc2g=n;Kbr4)RRW$T8V_X>`LH^rNuQqj5d zd_OMQxuaeVl2ZFMOv6jkJUO3!<3`9&Z*<+tQV04|6}lI1y;>C@?45n;B$H{q;on>9MtMsK%+cR=8AY}W zWva>yoq2diaAY`BmVfMBqe#(KhI%wH*+_~wbD(GztS!^gE0eVQN5ppIQ?=UXkT z!3?Ej2QXaw^CzGB6d>C)ODVs3?ziW&UfnK9LF zV7bI8S|7xCV8V>eGzp36cN@57)+>cOcYnO-nWl7~BDFz^-5757o*x0Z5Xd0N( z_$y>zVaiI~V1>L~VY6r@g}#>ATinZ)0D{#r;PPE@o4{?|se*7`$f^}N(%R%`|{`1cE_+=0i;{oGvIDzBifC=?w2av3U(;KMLP?J=jrk=~h zl74u16{91kAkgWy%aZ`p6OWMs*$cJjWM~*LyKR?m}#N!)7(F|1?geCK&LKewRt#EtHbGbO~W zV;#sUD=^?-kNA3fp47D$tg6tNklW(ki1B~;@5QVf*H(c(K(W1C@V8lG{j{22e}0%Z z8arF*N4cf`)12%{GAkq<>2$PJPb(@!1(3h~c=b)3@2ApNK0;}Z>SP&*^I^k?aTZSs zll(-SQtI&-n0(I`O7g>sepY6mYU5;x%iBpw6~0D157wqhXV;7Q^YgvjW`~HQqnwTD zdD_r~L&Ck@MiY})%P7S{6_Oo+WON*|hI~1I-w%6qQ=xX@w*XzXYKmpM|Kd;s{eg=4Z+0zcF9yqqsX|2+k=~(D8Ls~< zLG0jZx$^p{ER{nxAOtqgkgMMQjHVf0T<3@K|DbdK$Yw%%i1 z_Vt1n^XkYmkR+uSj8}Im=a}eSzGrK;e|_%F*u9OrO-FIwfLa5ZLt({-RfZLIIoiVL z3kq63$MU~^pqBTO%2N;m8CN&xELz?nIQQ2mL+9(Er#2zN^6!6*)=61G&uTR7BQ&GD zZT;Q?+c58O0pFk&dM?D}$v$SyX3$%2%c~Oe)Q8)?`6wXVf4Mp0;y?-KwP7XiLotre-eDZY3lgXA? zXwrS{7gfC`3hZVS^g3vy{zpCTk(^uT-EJkc*Ky^1_cGIa#8-}M4IH0kPNy3+Y_gVC zsRcv3j16W8mD}<&oLF$EOd4*&g~K*R)NprG4eSRXQ#VAFImU?B0K43bTR94E|8ris z)t%kQM`kh~(UZ**A*tL#@!pjl4$V$(O{6KhKqkXOT&y|U@P!3R;W;qrOkCObjc_{w z!mpK2^zhxkJPMQKyCuTm&D0kC)~I#GjXOZO#{uN!4}0g8$H%T#})o~hmpy%Za#2(zc^FL_%zfXug9)xN^^nxQ;yi%@S=tf%%mmSt% z^K3hwab1{b2CVk+oqF4w6s|_k{08`6vR7%a@{Im}R5}ie;~KyJyz2ODG7co)O3ej7 z3o|@RX>7XOs0+P@XbFnkFZyoyseUB8Z*^xZF+&;jdoEkGEt?Pu!%a0cm>wD~vJ1@yHgs zq@Kcn-X!n*`_yShZs0v%yDX09Ip(^jf2GU!A0xirlU4eGGCn{6?4<42h6PE$r~Yz3 z1TC#?Hsdhecys;eo)4Y3Y4zgA(--7LO>S{*;!isV;Z`Nd3FeVO@52*0BwO%3;7yAT z4Jqss=e>I|+c!gl-?cVDT!>rxtM?L98;&?Dl%IskH_bnYJPk|r^srq2gb>{|l7?-t zlovEg{kV1W;Fwr2SXI*Ib+WBCmJ(*_Fc0IvDSq(2-0?>4&sl(FuVtNhtNn__ptKt{ z^(DMwgNz%Z3Pit%;&7>(&JVX}J`U-)qM$FKbu}%@{-pk(DxEb8C>_a~GaaWz6tfbx z6}{izska?J9I~5Bas)VsUo%x}aj!`q%b%}W$es=5#tZKh`?Qg9GN$)|DATPr)_|hl@vLE1HLD~a`j`>M`XP{PCn(& zJW@Ju0D@ESGpmeyr?(K@N~^S17W#T0OI$A8ANiiVo}(pQG3`)}9O+A&Y|M7BkjWqq zFw&A3mc#U$T6$vUUNZ*TERfUFoiLt1r(V=Xbmhb~mTnBM@7perm_LWDWk{STv>M4N z@)ZjqcBYcO$I#5As%Z!4pWH!daTrR%&-jJIBSO&OnO#N$s6EB|TxU>i*= z;NeE{ZA2(HS9TR)HwWlWP6{u}h35U}7tv=2MwdCtzh^F96xqEakhIP=yJDF9`Tifm z-ZQAFH|+YwKPooFLT^z)5fDLokBu%wy3~kt5D<_~h=>$vkuIS`1f(XB-a%=hBfXap z=`EoKQhfI_^PcB?JLeNK3@~@X-uKS6?zMhvWtGiE{6Ed!{aF!0;bn`6&C69aZ;*}w zEXPfeY?3%*2QQqlJrDf+WT$avw}712ByQORucLDBR!>4_t%7%G=#FbFIhXR3?12|6 z?OoIyJQ8}%MKvJv1g;T-zT}|H9)M)x=fPNK>EHnild)U|K)RKMNj=7^PN{I5!Zi_qgqwww~)B z*fr~_{VF$fh~pi1<@ZO6?x$kk(?Y?ot%8mQ$&uV!NL;J0WYMU24*?F|$W@su48k(!qw*(R7@|4}dO=a?1| z;cpL`Bs)1xI9qQNo+)Z^^q4wsgI563rZlj{kb`tbsRp`6KFD7}+A#9l=tX ze@SbiCKf+zXk+UguU}Y4n&O9Q^yV#gt6lcB8ADPM@EPH-yXxD0r5e^L0R=(@tU!vp z27hvF(eh%YlKaJk()SIpedBbR!UDuuG2>UpZm+}^>XD-LyCG{%r~7QIF|Jt-5kkLEICgrN@X$IM22`IXXQ z`PYgQ>g;*9mHLj#gLN;-oNShq1Wq0QOg%O*U#wt9G`pNC)<;-BS$|dGJh3wm-I;zs zeA4OqW|+~gK~(IJ|YJ)ot{0u}f(*j%Kqjy_+PeY8Dy692_sq)wrz0QLo0jP7^` zdL)oSo*)K2A#W4+jfmLK4+u@eRj*>*OY80jDV|Cwhe1DrYJ|3+=nx!~%R?Dls3ACQ z)y7rXFdJMWk%R-!^IgEMS>u1QH!{&Lu~GOZ>66g^JfyKAG82`5CKPplgCwkH0`DUGQ$)4}~`N%Cz1 z!oN!wwy4MhTGn8IkpzB3i_TXSGWenmXiQWWQ#y}%Vvo}<9AOfW306&F`3gT=?_Hcs z->Lv<7F5xWwsXPSr;I8zX_azOs( zIEqC2VfkP~#dEsFy2TzlGtvsg4;mF51(D%RXu_@i+lenP$ttjsdyl@(5zA>C;cRGT%4hy{S6n>V^yt_%LDzD6uXJWkU2R}Iq~%^_2Pf+XS;6Q zB(z1i7mlw+Y>RqIyMADM*Mbc^K%H&lYs$0<`TLpyTpu){$34Aq0|hU;sD4I9kG z5fOabZ^j?2$3Jlqh!(zn-^Yv5%OG{l|3G9QuUvAh? zWkXU}d$uG=z@=uoV}D-Cp37dOEa*P({ZnHVS6ux<6uPlw+w^4v;zzfm1GHBjottSc zyR33*W;tq*9EY7|>=?IJB3G2SD2AwZ3w( zawsznCKon=oF6$AKP+`qyumbH^ESzeZSKWtLJrehk#Je;r6cGR;fRk^vkk)cKeHVE zUJeWa?T*OPQ=2P}PTkWiVhESws-j_pihAO{lrrHLh#4ULMrYqbXcKo5;H4WkVUuFF zCFRzk=E1jttL9d)K54tukDGRcz~8q!^AYfpI%V*$MJ|KQPjl%P2RXt*E>L-^M&23> zs8~PN%k^j2f0)Nq}Z;_uVbX4v{zD`3QLr-I8gRT zC%fH3P#kf{z7aTQMNJ$lO-@*5VhRW>HM6RtnkSUaq-={)Wd{F>ZpCAk%Q8GDZ7jVibM6ueUZZ zXyS8xxASmViPl=ZR4!Y4$~^x|-v%HoW0)CD*g9I{_+Gdi_x{~nK!T`v-v!=@taa5} zRuFADDMK|HWi(jMWyoFcAzwy-foAN0Bt+D7^4_a*uAM0f~J7>2)Ffw)N$r;Jah! z<-NZn?u`Rqr_CN?pIwegQSerq%D|Jnb00b>NkY%lM^15(0!EOkr|>A@D`0Eajls#p zeG^))2L|g?v}>wSreq@FdvRtq{+$XF+MlTvF$r*&!b@7+-SW!H9$a+b?AkdO@`1`p z4srxaj7+BWP&Z~euANlJYaPq1n+!gZLflE44HA!fRDlpuMIq+>uFbUB-)Ot^;9Yx; zvBu+bvW_QYsz_baE5jA=lkBQX)+e#A{xO`Ev?cu2HlH2(2v>O*vPX2?pP^p{aw=y} zW0nw~W|sUS9+*;s)DZ6IE5iHM7Dq|(rKm27>4Le>IHhX47Fkm?{j6|G$HS9b_gt&A zL1&xj9f{v(1Fz{iYF8E-8{dI-nwk+LQj6+`|1l(izZOZ~PJ@p~=Y>>nOmWS*}kt7ocVt){=bhh!T?>HVb znkyNm_Xz5#moGeQoHUeeNs!n5y@TLLYFnk$VV!7S{xQ663OXtzahFF7Q{`N5aRi28 zSIQ7e9?RD2M4*y<71+J_Z&kp&TlbyK6>Ed)1ivu7!U>++Orp8&z$2|Mj)ZXdzZujR zcC#%j8^NWP6%(>Qp}Ya5O8}&+mk`A4`No9fkbFit~Tl8rYG*$WER%Wr{ZnNo-1@z9V3I;`|((P(IqV+SZ;}# zm-9Pvdfg}(r8=xZu&Oh5Q64Y`9xGXKx&c29RT^H58KD|$4>1|)brH};GSziu&YR#u zRUS}RwQDmURO}*XlHS81+e!z?0QADG!R6in}@|&ME zA&twS>b5>K#p8uRV)ewN_QZrQhE;&0c|WdDV#3vtsUwjmW%eFfOt^DVjD( zo&Hha;Zoc;(o^<9K}hh@{@WQ9#+|{*f>snUDrCUivahgWBT?%;?en=PDE0lNWBAn# zPCyH8Y7xFA$Hy~YO9MSa{BC9%eqTHB)>k&+v2VQOHAeFgjuzJ#tsJX)yQ_kb*MSq` zhPk~@C9PQe&OFrGLj?z)YYDI14AFRU0zWM?X>o-_vd;?<&y2CN$(ciUpM~z91^dH9 z`{DKr>@ciGl>znJB`=sf{jupVcig9t`^4~$(oi$^J9e*w{u=Gq`xp&v_vlF)X#5`5 z7@Wv%5)r;xP<()9c75T-V%AueamPZznwOuV#b!(xoY;&tZ4&d*xT__a@?5o%kX;!7 z+)Ae_1&PX6;=c|y@jnp=U+;v8=sDggd&)xAud(TMcUN(7zTJ&uY|)mr34s<2Cn&ey zW$p3)LliF6TUnj{;dIo!FpPZZIN`CE2YGZkw1ulpj#U}vC((6S^wrH~Jw6MfZF}Ew zZr`?9@egmiF8i>iO*q$TY_uRW^P#DTf2u~O2>f#fT)kW{aFW{t0jXR6WI}55kCkm>#e$#jPU`4!$5GG59j9S`G zz}v;+{5N%x_i0PC0RAfMcPlZZOnbNqr%~6`8pBGNjc$1e=Q^^Rj9yCp(|FFu1JvtX z$Ws1|FYFy;8Clp-W2-s((sFN#zl1orWTO1+DnQ6agk=UEV@p*zT|b@C5^4(Z z^9LE#4>^p?Lk<(d&$75s3>U%C;mdIiqW{%0B34gK6VhAv>UK>^%dQ_KfR*8k1nks5 z28sY~{yI6*)g$UqGef&6!E{$M>^(4CzCA25uiA@>P-t)-z&0<`_M<95ltbhohy|muHKk@zD7gMmC{PH!r0&g zj0L}!ot>w;lV_;f?Qqa4@*<`L&(xZwv2+}}UD7Q6sAYd0En@dGh^*o%lo@Ha}c#C%E5br;?UC z^BvHfK6-*H#SuO%5epX&tqgU3qFy#eC~NTQB-U*#JXWBJE~!Z2nw3X_rG(<8Cw*dE zO}?HamXw*eFQ?TXbuTrKl8Z>}uMXv@GWl*vFB_o;pEYNz6a2u2(`Da~ZR+f&S0qaN z@38HCT=oT=KOXLI^V8UPR7FgYfgEH{lqIRrZglxx;`H2L7T5t2!Ld-e8*|9QP43Pc zeE>a{0Gf70^k`j--?24Zs$o6r@J5m8bbqZTW;bOn9T|DTq|9ngDJiLKCkpq2% z-nLv*()hl20M`4pXsey<+-A~D$z~(YED1%m*v;Ji)2M?F0GHd^mLJW!4}#~{#&&=? zoi63?x8(D^J8$D#0XzsyZ7i}I!5N{K_%Zqt;XInc;g^wBHCvGF?eGo1Jiw0#Z_ z`3$dAO~*r7*6Uqe_-}rmFdDP@{Jf%veCI}6;p4j12AJ!iVVgBOX`d=PDop{io6SLI z&6Q1#<$RapDpGFAY6vlnx7+}Xt^Yv3fz+PCF><@ZXn}1(r}#o)1-p&0I{HrASPtFWj#5v(_uVe?F7RzM=U# z=<3)C{+*9#O>cgEMQ4%z6Dw3gRn_8PlzGhuEPd$5TsM<~)8M1-L+g}7KPsyz{o+P&8!v*flmzORi_-Z>6~uC%zo z!0n=Zn2HMBM%z$8x;9$)yiT6Lm_aopAAG6TqKRQdWocCI7G z^mHp*lpWVtAgzt{wXBCfg8YN0u)gK>JFxXUmu|RSd}%|ygi6#u1{D#VnL!mob^KGi zjELqNG_(bn0RDb+ zf*xI~`NuF618s&9pMy@+cH2M{U_@M>KB^;uF6N63c0y!%}paG zYC{(OG3>pE1Nn%pe1D)ZReQKmwK~4jMvc|@f18Dk47gKslBt~^?tIyQsX6u_&UmiO zER+=+T_UwABi+9@W@f>bneG(f&|#RhH>T1S*Mc{`>+UMKBr_<(|4x3x$#+m%?ul8l zbk;&o+(MSPfug}xCkC5nMeawNT1W=NaRmCTft*ki!$WUfQFWCycT_L(yy@s0j%$($ zb+An|Eh9wH75ZQE-N^-Wm-_Jh*iRO7f`;V?;dqv3Ght*?QLw1dLp;@0!Nc1{CSOnc zrLPmshAc&h^2zwT7HkAR3TATiKO%9oeK`JL*kFlfAr zqDJkjrA(eew~DO3CcQraI2$XLtsgR0O89{=8zrqms|QaO{Y`yu78(Q*#+#?faMF1~ z2k7#TAq*njQT`FsLbGoFT3qSXkjC+`wN6Nuz`?o5)42;pbE-&Gl*W=tV;lXc6w41` zruHn)mX+HofgIa)6h$41Y;fS%d!s8rtt7=EmAOv_!8|V zk@(D+`hD5RcC?QUyuF9uxf-U4x_&q`Vo-bHzxisiYj<#6BQ2S!ihn>QmR@Fhf|`F@ z)1LMI$HF#Oi(W`&97)LPAH%nlR@zljHh=f|`O&w%L*4wp52I0i^nH7}fGZ}%O+EN@ zB@0OEh+3=oh$05cq(Uda=B(ai{r~+z4?4R^qrYMtjz1z5`Z@5RCCDJtGhRjX0=21P zOW6N`H?{D{a|`sUggUq@#{s-#Mqsh-D(f6e?u|I`w4o!h^l3x$G2{3rOH_k~U=Y)| z2waNN|C=Ob%}9T0%1arBxAsmLVW}@L@`OZYTfw_CSP)wK);tf;i0X(2UR>BF8$6x1 zQb2t`3j*(5M`65?Cgk*`ixS{U4484au&rQMK!Dg`8KxnI*s0Ms-bz{ny($8h!>@YJ z74Y!)X%iNr1E~`AH!!%bon;Njn%ODDYT$lFWI3%I4>okS6Frj2UL6K z+y7&U{LPx(zT}$h|E8R zUuRALx?u1jtFF_?D)RFw2eG0}Vr`l^E2};{&RCxTuu1O8~Z~4mqht>^Pf}2UA3E*<%LOQ zp1H!J-|eiTIfgUOpL;R>idSw`b9|s=1gzbbE@`i=^Zw;%erqu>44NI6pP2N`HyW2L znd4igmMUb-jOq&r7C2kU@X_oSSLVa=y#qT|r%HkB+~luQIQ<3s9Y%C<*XwNX0j2D?(4_w$h(L2iG!Pt*xZN$}RnvXLD@`_J}nk+knp(Z{H1 zN+;Nc7@x=XbAoZJjHbwa0zSfxqnj@SXf?KdfjP8`d6=I1mV_nz2@Vex?RbUJ_H4r~ zWk*(oc05q#({l4_E?J6*n-ptvJ4;j%RiPTcOJt+ioTy)*Odb!KpHzXJd;5aNF|(`b zij?7&Z3U&2{tSsOAxWP@>Zxf5P8`cOG`T;kM1iIsM3Xz!C^ZId?tw-n1ZQI&4oOkl z&5qzvRAuRB{)IAK9K-IWf%vxE9qNK@2CC_^B64QKC+Iq@=GjS$)Vfn6RQg5lQN-rv z@F!AbBxjxd_8}Gt*_Neb(9Y}Wh0qjQoR4tqQs)l#;fmN|<1O*+Qt*C=;|S1;>cA87 zXOVC#a2Ua@TLW@RfH-sn_X2iFm3wf)z?-IuhfbiXvw5~#UfT!ziZGGpBEz3>H=BP9 z8T+bV`K8j;)!LTzoNY;^A0*_i%xD7S9aJSXTB2HV=jh8zunQO99z&BywKB)c1e?Y^7OiuE4%rxz1ra-#RkN-^av;2JDV>&{^1KAUT z+8;&~jRH%K2KAqyvbQ$tr3>&&A{W;JfYbxI^Y|fN%(w`Ch|H|mSsBRS=PAs zwhA~v7kJDf69!f)GE|=IOFjSTomipH85_cmmecc4he6pkdO2sRQV`4=Dur_X#;_hP z9(nTG8^4`Sll`*RL7m#b(WAfIHxsdWmw3T+z(zA2 zhZ}8|LQ3mvVjpt7s(kt8(ZFMY5$X{pe)A~Q;)H7;d)~(C+b-{^DGH)wZPhL1HT>va z6IF~$ZC=f`>>6@8Ot3~N5pC^eV495n$-gi$o?JsckA%iIva})Jg-FO-N6vrXnZc^)-t(fVHjeyplNU{x z<>pv%pHuz#L2$&!70tgpP+6Zn?6KRr%o%bA$hJ&$o;=J~xn zj!fgITtVi>EA;n6S06QPDRL5Pk5@`@?B{2L4p!>nVGB%EyYbeF6~HNV#KDOVvjGur z@M!PbPG8WO4c7yn#bfF<8O(vxD#epsbLTkbd|Dw}Y>Cjg7G?BO;mgv_TuQkjuct z5@H5`l^i3+mvlCTEo~7!&!seO$s$ z=A^l@kF;NHF#aOtr%(bVCP-^;73Sz`2~v#jS(-gt;!SXQvjA~^#PcZC-mv$~ADH6! zV1!V_`1Jkn&($Vn7fqwq;n)5#-~~y>+ap>lkG^g(kbVZ&f>HuaBdV%WrC%$;BKJnbrbdNFA&%aae-_>fim5iOXY~Tu(FHy)5kpflrWu zCi-06wC(GNB}~47{up1%t?ZS1WrbSTU-vXr^sC{mpxbhWPc4+xpT>{nFZG{wNp)A< zik6I=Z`{XM7f7p0H`XA*!f1l%omH%|e!5Y(<=K-O&6BOYWRn|i*;(iIpW)`sqk|5c z;mM?RBXODQBHOX66Ud?#=N@{>$!z`~>U!5WL56w$`}k%VWPTG_THiX;Q4bv`sciOk zAMoR6*6sG%vi^AJzaq~Rxae&}@4CRV zo=m^e&3;`E%uL07-1v`{CX1kZ@7<>GAytFyx0YevNiVx^lVH7KqarPB``lCjulR8& zShaBo@JjEJHP6Lv7Hp;#7Wq^h8|ZLOo2p1MtV7X(sg?C9W9>6#%O6`l>{>d;&>6^p zG)ZPGB>S}=dCtzv>xin|V(hC9&Q#=Y4>Hw*T1-u>s5JBa2LA8s1&%$_RF+@HaWU8* zQYVJ->l`b*Wve8t5kSwir+FM1l3QSSn3-K7XJ)^xU(LmU>lBR2shzLP%Aor@jD;WP z`XAFtwW5bk*&XIy1#%Zlq)npdq9_HbH+z_$7X&!f6g)j7vz3dLVM>aoU|&bGUNwOc3L7 zxr=70`eMj#5$@J_;^gY`qxi3a0LalL-EGVc^jIQj%qywSo)*;^-fYat8#Kbtm(yfq zcN%>Nohmr8BQb45NG21lbWnJ3FJj&j(CIg}mOufslt4e3Qxs8(eqn}~hK~>DCVy;& zaJrP{4rCujMXDTqBY^ag1NoY5>VcfR)zx>sHPq%%(St0zOnpra2gS$Ng7KQ}RF>fu z-{w2Ofr&7kiTdP^eFgOVpXRh#~-MZ(wd%9<=#gl$&4+l8khl8c;Nl28;LB`756e@jgJ;r3cV& zPUq!L!Qb@j@jyOTeCA5|QSmz3Vp+&5JB!>8E5nx^MU7(gH0H4}01g`TX<}Y*Vy97e zRi+x1^Cdiz+Ss%BA#6<&$l2Ql^AjgNE88w{K9KHL*_nR!kvzlujM9Dp;1S>8&zV@j z%~7sxGH=#ub?Od;wy=)O*;pUXJJ_r*(f;dDGk?h)VZbc>jismgK??_}!mqt>%je?R zpBwD!@+l#U;C3dAJl3BG?YtZmbK$R6N+=hn(CI`Ep}79*XQQ?G?8qUbNXbeFgq)GT zJ}*LC$;scihV!v0e0;RuP7qmZJA3^A+XamRnvbzD%uBl3n{E1QHAv;8?z>;)qT}xf zZlC2} zvTb5N-BVid@xq4a3Uo%Ce$k4!dW0RqJj@+&qbe=sn@G6$>R;$>u@Q;qg#}=`-n4u@ zX@szpSbwV80)`1HPXzNnhJdfhe_4o_{YCyzEGP$3Up&HA!1+sD zw7`omOc)iIF6_KT*b#Qxx?8IE*P^{hT6QLO)msv`bPpA9%_8%BCm@BY02Y(_`5lPJ z_>o#S;~9Vuj}F*rAojp-rbKSlbibE3jr8g&7!jzcawcCs(jkFbfqU{3%DizDTPiN3 zrsMXEe4+d7)dm>+(rLVPK;hmFEVE2|8rx0@I+7#?XP+Tvmn`X8Aw@;Iv>6|r6r6p1 zCOenvx}S733hb5;|J`4vr?_}3*cBAjC|)$DQ^;Cw;8?EVHEFl;xcjf^1UI--C8#sa z*EcYHeh%QUpR2UB(^TTi#p?ZN#*trC2(@L%yXSxu6N_noPNVntU09u;lH-&t4pf6= zb1XP|h?^F4e#iY#P$ac3Iz>dI=Lw|;2I!4t=aV8p;=wS{;}LUUA;H01q^r5`fPh8j zs}@<>>Zt)&UOCu~B3@8T0WpoJ4<+9PMK*H;D>acO+Lp72Cv@785veX%j^}B9X(Vl`pxRj25p>J@`T`eN{7mx10K6O< z&7n)O>df4(^7zAgY`;wg0ysIj52DP>G#zl3e@{(k?IjIcJLjZj+m=}Gc8kU2wkN9R zn=z6`c_m8cObz1qizO2kuWJeR3e8V9BKsO^+qcfop}SU_{1k=q`_dCUzG*GFdGT;6 zByK$66sitfX&xYJP^8IlJz^hwoa2?g+XiO8?sjjuE~COK#A@OV@T3@bSZC10B#5Qa z4$b*u+! zL30^P$l%O<+d4I;yjhl)3MJLVZ4+x9mZd{BAlk(Pwo@w6IT2SDDXma=Fy4F2NmIPE z|EighYET{H?e92XwEEXG$sEVr7o92@`#z~mPt0A%)hEuj?N+DOrhye1vw_!07fQ{= z%wM27A1_>`!V7+Jdoa0h>5nleP)oj$0?8%nvE80{w>RuuVCm=Yi{n|k3JE|)N>YGS z5M>+PF@rerQUHfLQty&M0f2^L5%X;bC(NTRp_cCx#F#=1uUb^xBsl&8U!mF!=UJI|ve(@@ z@hV<=u9_1mLxSM2Q;>Ez)AJEd}NvO zw8WkBlE(RZ;kDBK_0ddO$5l`pjKhfhdC7PPjdo0XnP8PDv-s0kF!prOWCcz1>qG{1 zdk94w>L?QjmmhhPPfZ*Ab?|I0pTMrzEAwW!YNhTu2ctDcVbFNfF|IzmAd+hA>E0Ft zoN1_NabeT@%Z77ejBa7yXE(SHb;J*D;DrLa6@Ax9(7iIEHG-l*Mi?Y9X*I;nWDRn0 zQgwal9JGWyt>8Ixye;%(8PvCc(xyE7T{h!->BkeU2SNMMe@F$bN-F9dd7?%IRK0#RhwBVxQfiWwRH5K%u6F@uJDa(r$3L|M^jy@+K{S3RxG9y|u_bg?-GVQPe zEZJAfJHo$q^-vtqC{-M+LK2%tlvwCE!tIs?<0d$9p4*nqxupTGG2ZduF6{TC=n0Kq zie8YE9j6WYE%qMY>>zJT^`=tU0$IYoNHz!37hPP{<~FOjn?07 z`@ovG8t21u&gDD-lIBi|ROd1U!t4#SIJ#s_hxjF{R|^lc0^W3(8OD*aKZQIGks$@= zdI8bDsx@#0sC|KK3S!%`3s7zl9cQ07n|c3=zfjG5hksq_RT*d5w8kn*Jd#bp9)p`c zearlP(~qaRsxd)Q^62e9hL@gJ6Jf#U2+(V53Eki4T_o21pzrVYYJmPSdppdl80V&& zX=G-otJ-Aeg3S+EK7iRvsn>I7ow=(E>tUsm={d=*!-*`$X9B334H4d&`g!Z4z8axf z>S)Cs9Y-4^)0VgN@aIFcuC0T@yDZ3(YvqXQO)>|5>EgY3t~m`cg;_Xs-P)P7aFl4J zsP4wT`4ZV?D+Lh=c-tO$W&r5S&LI3_nAuS%Kq@`*3;sp$R5i~YJJj#LZxpF)UvT(m zUw8;@VY`d=IEo+tqT6im9ZTmpUrA5B+VyS3h zT!r-sMLJj`0{~1+V)uGtzY6U#@o3Uq2M2yO&s;6h@ZWHBvou?uHg3(hwct}W>y12O znL=(T^_%bEd~a;XeF`0_xwo+4+Ig^n(W`p$4F`bAWvN$RMbxJtd#Qt9z|d(0Piw{;Ly``(0Z zH<8-wd(CvjFl8zIpfbPz+{3jD`5)=5mj*M8jQLzjPrGo?`unTu)iU$jFDJ&}L>-oB zo$pkQ#$mfJ5BzRv#-Ntg;EzR@P7ViH`rwx~;f|1);b19pNA8BTjVARl8k#}Y;)C;= zd<}jYZZws8Cnif4u>iWbaB`GT^F|6`YmLC0wb%Q1sv4;IYy1Xtt1Y1}PtA2w#x+Mt zyAy}lH{_tgfC}id+K}zBUq>R~LYXx}?v5qV1?$DP3Mz0{qp8~{3yQ~*Y9r( z+$=x}g$enZZ!O>DaX{XGOJDZY{R=U>gbLlh`AJs6`Of4by}V@MlJb{M0?7Wf_FF88 z;DM6<(tdH08~?}Zc>cFXg~T06_znF-__Fs~pS)SotRS5CzGgppL>Zs0MRlPUpH>VZ zE;R&=fq@P~ZF^(-T~OSa-ymU5nLe4G_=C8jlV`h<2+aLctb=8(vBg{wwt#xGa4t;0 zY1EUps!yJHc)AhK4Q*2>-uI7|k1#9S(Yt?I0@FfVQmy)*KWX@|&I8aZ%o?WDUGi}; zHzc0>))-_j-1`IPUVa$taaQLza?w>lpIm0+fNowk<%=;%Xyr2^n;@o>;J~&cRn|bt zE@*hG2uP7lcUuu7XnPmram*_8z~s-{-+cBgw?PS5S(4ng8Xh?ARqvO@I`YqJN`8Pp ztXj4Pl**5B{(kDS)fHN>J47~)L^yX%WWl)rv%rdCWw|g!JE|Xuk|To09t3+7vt)Go z%Bp@J@AEu(!0dHe(;9>}UZ6NG-D~o^30t%I`m}(4(h*#-ge42JmlZ!qm|QQpQFB?K zrmrPZdtaPAWSC!))FwISV%WhN#%~E1p{bPgV>9g!-h1nwh$4Y~{11hL3YW9pb@lkn z&p^wT4!9ekt2*0>YN|`s7wl6p``jN)qCAEF_GsiG(p#5i+J?F@F7}XAv02WsmTC7e z;!2AG+y%IpnK4%{-UyGH{BbH`L^sqGTa+v7tAoVT?GTLNILC_6yw+r6s= zlI*EUXGV4=q_IN20ac>f9!QAcLoqqv`&Df5;K-e0wBS$csZN)6S>=L8Rp~ zc+&3k-QRtDUedY!k3ufnW8<-duRa+ZAAPQ%Php}zX<2lz3-qG0u1DTRl9G9s?~Ikw zYtJDq`f(1%kAwzJin+ok5Z8KU8JuRash78Hl#earc zW^zgLFK!Gej$QS3`>_HIKp^L(QtsuJWqk8{-f<1(CH!xl4H;eoLv zRGZ-FzM19pOBF^s`lOwHWX46h5hJbdZO-JQRCd=xNcl-TISeHdd!J-|eJ|)_D$8X6c z^h>ss8ynCwyZ1e({hh+7SYx&kg&Rv}yeyr$U5`!h;KU zJgb!|)*uc9lsSNQ$O#d1;x1?fU$bz%X;Jkl)!?MrndkAe9{kEBI*cwxwa|4xI))4z z;R?{b+h0IPwJV;8;bv51h2rR60tB!qLWdQcmk&ht6_k8yyr;n~gVO>bh*eOaSxxDfYcHctl-Z>CaZatSXL%VCw9@S2Fw~vj^glgUoa-k(P*vl zl&LZGWT(z9T>0?4cl6vyuwpyLG<()mE#Kd;m(dHMJzYJV`{Am{I-U}39K;#u7wH=g z$cQ^RELi`Qe96sLE~*%Jd@0wALo=>(-0`g+Vme*%rG^l+)G9-oF*Q^e`Cd*W^0Adu&ptKy`2 za$;sG!r`4!?nO%Z>^z|QHwqNud~Bu1kJ(p6h7$AOsK8UHMeKGAKblw3BPtsAZqm38 zwDI@!)O3Jo74zv)Uw>8YtYW;2Qvdawr$Z@8LL%Oo$Q~J=(LGO2IX?RSwm1(Ns!3W& z5P0#kpYckn3<=QzV}cMTqIb{-C&68|U1veVRS%TiFwXP5uJS&YJF1|`MPC+KAONp} zyRsbGH4`x?rQm*o`8rX{0j0F_qLKxtXzZJ2ig2HeqGzmi(c9}OmeMDSTjt>lwtly~m>}BY#D!RK zW%1&ZBZI8IcN^*^k0H0>Q;?d;A|XOT42E{9+CG##l$YyTjtnk%727AW*BiunOo~6%$)l7%Ttp&Q-mhwvHD#lXkh_b5uz%_eo;w z33??i*CAf*R*B;{KvKf_Pwc7nOdi;foTNV(fd6_V!leT^FX)JeB5csW$F$)RGE2 zvv%hOPp?k$4K+y#5j71wDq7LHWyy7$zf-ND`R5bC=mJrGz4N-kN6u3`sKns1mf|{V-M`vl8Gp7>IfNyS6aB_S`Nz%y3t;m8(STOJPD6oE<~;ckOzTS z!P`JUSUB4-d@S(SeeIm%2C}}yKFvGuea9Ozf51+oYHaSxTX!b3;rJm~u$s#=^O3_U z=&$LpL16)#V1P8i-ex+rpeE#kd!TJNMydlDnPDsFS#wH=oAX3L#tX)%PnL73I48bH zAu7od8Wn88m#izG#eI&mGi2K^VN5ThIr0;IYI@dniBACX=}Wb5etaOc9Ukt_ca*zp z<%omu!&}`5o12xeA?(hdq|ESL>mVO5yCmwqS&zo-q7y~&QOuU?%5uJUG(vgg$!w6% zH$D`-zI}^>{EwkCA#|5oIEQ=tGJrps#imI^dzk1LRwW+AFI+bCK1ji%O6;lrm1~`n z1DzGG_Mw1F@3&C%4GVww9s+85MFo^))6HWRr{dR2T zHghaNX2@*nLD0K%!CArPt0BGaX%Ew`4#lh#&+I{0Cx~E$=4@uN2nCcxt*}LOiETe~Nx~ z^?aZS+!B>AM@tXao{gf0kyC)2$hQBCX0%qLI6;i#mGRk94t?nxas~az-ca6uSpRp~=#q-wGMY-1uL6Kxhriq?vU9$-^0V7oT)>>`^Kk~`loOa7D$)CR+ z@9O&XQ$nrkx8ZmZSD2o%x<(}OSY_fETT6#(-HBak?gQScTKI37$SqI8E5K6uDi3~U zb9g&mQio46ri_3k^RNUzk{R4$ep+(mLPC;b@N>v+&x{hwHd#Fg z)ABK;7Aq>7E8L;QXBKRfw-|Un_p;6p34|9Zwy;+iyh_A4a6Xj&EUVpYXA6?xe4yg` zBeBzoDT6m|<>7@ZUSN@uVuU<>Pr{dIks0z|W1uwB*Rf6;8CLUDm&ef9?GLqKufStY ze#^Cwu0*vYsYV?0gPc?OSoELV*%nOypu%Dkz00Gy&vq})cU%7KRc3$aHV;9x->}^` z5H^RJYN`10=?mg;5!J|2P!;%T0y=@)ozntd zyXFt=NY<@GjrB}bRrSmMge9nHxKk4IFu6eI$9;zH(Jgqydjo`*qvCeg zpLqPok*Kc1@ZX1p=Pw!WHUFkXfEQDyS8?59!D@v2JC)#znOeMpZ|g=)3#S!}LA!o@ zqHCZ@F#V!f0aeig%oeN`!E9*FnY!@ewO~!T$`j9_*^sBrd&BRI<7JETIrZ4lFG75OgXi4%T;(yWK;P$vSYpj9aAesOUw%mkp*Zw>1>-5 zM4xls%9qSgtAlm*%g>g|rcz!!s~A>k>GS;N^Nl49sCTNYTMZZ2pH7x_Vr97W@{!i) z@NwRM@oJ3d^P$6E&WZ7@o8~j{2?rWDWHL!#DJfa=4Y~6($YRo9iD{!$F$e)*g_sP9 z*=XXtx95+>`iRuVauCvq>5y%mt3#f9ScZEfXDqy9^xH1e-r76GL^6~x5%y48{D$*U zV0DIn#@(9Q$88(n`nEFOXzC`dwq-FPaIp1mBT25Us+PnQ!OG?ElPjoSB`{H`D{P_= zCv&R1)Dr%4BaIoB-z81c*}ai_>EZbrZc0-ZxwnV_4MT4+6{l&MMK_u@m z!Gv!!u7x$ZXIks%#LWen6K|3ZUM?!+vVZI56OwG2Pu_-a0W)itI({noz+NQ^`!HXQ zc~I$kM3&I5+w7_n?~u9m)!LdWk{;^rpZT)WfaA1mKiJ={f#hpFDAD(%gv5ygJw%m0$xjGqVsPS~z!haIr>Jt@H{ zKkn@5>5*Ux`AQX08&&>Y^=fBFDf$FiJ6*+(=`B|cX}(jMjp;3$*bI@YX@m+vhAOSD zvJ)J#Z24L?K5(!8jX3WisX3Mj2#5L{p(*MX3EhYJlvnq4w%-KaP<)RGaTpL*r=*Qv zII4Iko9kUOp0LgxyFMrUS=NckoJT&sjHOwiWPLj3OIAXTaObf6+&!d`jWLihSs(&Sew zU?>b~Q7N?esJGjc>2=C??yKJ=v$&bqXXw~WC&K2KNKei!WW8q-Q=X-uK=Z;gjzyU$0 zW0!ADkDa9I(k-8#xIhdycg+;DF@5ZuT|Du#rzXoW>OVy=b7dH*nY~iaSMkO@^$Fa; z!wqY1AD3`v&p4W7YvBu*WyX!xvKT(^4;tzj6^SNhPGdJMRiK~LxqN}rf z>bN2m&K}Av_vFeYy9cdq`(fJ{*8;1vyLq{j9WE~Ehnqf@nB4yIm@3+esUj#BgB#yT z_?N(0n{Rh7iC=X#c`@}$P!hI17w&a!uKNzLU?Rb~`8;+fDWR8JG`(Bk{X)g{eNR+9 zJYPMnhpA8L5U1VWR*pF{JGmHL#he%Y)h$;@LHXbSs7Lj=5Nrqy7~_6hn^dY+2hHFM zdF|ZmU1pj|+B6#OsJT*eMQSfQ<&Eg81c^SgI4`4tpJh`EL###RTH>Dsih9Le-kQF} z`&<6(zLU>ysohg_>=_nIS~oZ;;cDHhoo3)Gi72?PLAS!~0_uf9o?)WS=ZxOZdW508 zE;Uu!285m72Io!$A_*$8;F!(dmyplPp09EglgdzWq;N^9G;xZ@6`-U z`rUo6Q3nV9k7`52tfQ%F_$F7i6uk=#RsR1N3?4y?%uTmdu+A~4n%Q!U)~kWGQ&U|J zij9?vFVt=f{nkfE;rvAWo=h6z7;?Ti+ee=2sp8}?0%e8ZbB6fo$T3WAaYDO^(N< z&kL`&7cmA~=vdO-Vwf}*o}0Tf#vY{nHVd&8FWvRDqk~*~@E%)(y|u7h`F9oThB!K$ z?KjV~j8ZxelO}Kk=r$?D`eTHED!tw%$HBp(yIr@{jMgoGQ_$fSywXxbSFi+wAF$h( zkz`)@4!TGo>rR(rutqyYA$%wCHx=1@IQ#)oWSCzR>5%+lc; z$8yVuAj=+jJmF2pTySVjv6I)JtRuUu_f3XpN_X!BP)Ozd`A6}5Lw{KC+^+0ACq96h z#J+}!<$e{fi$%tWWr;Cq;n}5zCi);p5!*TN>5Ioi8Pe^scH6_N_5pMembBS9MZL@) z=-XyDA`euz#Q(s85{=|^tnb5q&G&Lre?YZb{-fyhyza)BU@Y-Y^3Dq|O=m$0DlDp3 zw@hSd(6Y(w!;Bb4ajQPyczI5CO_z&xoL!^30a|A!a%cp3&Q~;bN^;1Fg^T|2v*}f> zlU4D1=ZE}G(!%tUj7kD+zT(Vp$_ zn_MILFR?rrVMQrev%wDGIC(oE!x{R}n*CGXF0Sk@kTYy6ORAdUtqERiA6)Q3M2p;C zCm)OSXi#Ajcf9nw=z-4bu(A~q#t?gqfRAP3VD@a;S3=a(!}ITC2KHW+rT7GO?sEIa z2F~5PB)vxJR1jwRc6v-IpQnU!kptC^aCq48*__D+F?u4@Rns9+VKTe7;NCua_3_z{ zzQi49b5ywg@-@rD54nyx5*mX9dbPlQVxgWZ(LffJ4KGD!<>#P}P_nl`YC{Wv$uU1v4?Dwqo1LBlY)zp}_C$t!Jq&ZJ@bk-R} z$H;Dk(AK6|2ex>UIONcck1w9!xWzA0iM;fChm>}&Olaz!ef~|#r(|5WnXGx#GMbHH zg&znE5ns#en?UJ>B}LMnD7k!Robwa5ZV6*1E+ae?sH24RyY`L`?AAX-@FkcPg~C9A z1)ACFLfy`Nd`OJI{OV9==#!@Vu!=Ku$@WpN_3JF=*LfSshrUzQYY?heW!nZ!sdvj~ z>fOH=D6#76vmk*4S!~XcnrjqOJLmu4sFgeGjl&~s0}idF9&+2|Z0TtS>{Gk0LV=tM zi+CF8@ye|%)x2Z;lUPU|*A?V*f*Iz1F@z&g#mZLpds1Q`dMwy>tb25qV^MJ5IWP!S zYaGj8+gkH@Vq_7xw*u)2{%kHtV8t*^kc@up7;~-=OT2HsdVtgR z*2=i=sNkjgkOJ%>cp){JJeqIk-X<&$HbcmMMUZ#uZe9hwimUXf35KMMWpQ$A?xZN1)f zr9(CVy?I=zbX%sR4>{HzCbOr&OK>k-Kt1p~5YlQQdR?GV?#Zg14C!;gK`pFZhi15p zL$5b4Xl2o;LTo-fT*7&jYwZ`FhYq!^nS{E%cDPG2w)^i4TDvyRdjSpI@( z=LeMe!#}>5)Q$#Y*L!{<-E3wNfkm~J)R%ZEB%<9W_NkZaM{}-NgR}AZrw`}|qvEI1 z6@EuwwTtY{W>4K(*h>3*wZAzbOK{)X>q#>YeT~E3!<|QC;0!=P7$wa&s%|O$Rky|6 z&9c5ZLbcPvaNnTq5dwU}?<$00=XuY)UomTemIvqrVg8Dl1QqB`tGIw?T@dFH5nqZ8 z?$z*i7Bdm0t@=lSY)(*#dzk4#uM@LkQ0XA^hJfq>|4A}aaT#+72PRkTe}m%HR^ZoA z*13N6V&5&|mek>zRJZe{h-jFwTsy|4@tv$e>X+f?EIAl;%|XlM&UGm@-34jaq4Ie- zk05j6YU&rB`sOGlw{CTi4OgSQW95W6L401kAzWj?fA{3+DN-qM6oNfS!^^*3Vh=|t zaa_LIbBt`gOtY+PPTWG>`_e83Vv0EqkXf$0uI~E?(n&&s5{_Nf= ztnVVYMj*FxdLPHb`;;->TkctfTG#5?mprq2pSlx95d5hU`_Zoc{SLOKJe4|TTA)x} z6~X=Pm@gHxy)ENGOe@2HShi&-CrozO3TkU&B>lCe`neiP>$0Ve95ve1cUd8@4=vX) zTYESRn3Yfw^ro*RUG)Z~RcxdlCq;$kGTt0($QnN4(;=-#T|_|7So_7KFr?1>T)4oW z8=~pi?BU14J))s#y=q>m;5^3w}}|y<~2%l$MqvE)};Iq+yv3FFd4v9AM6!heVPNZm)RdpbuE4+ z7V)*YSHoVSdK1fvx7;;<1N2e#$`o~}7EIMP&)Q7!u*7<{n8Xpz#1CbHL-$Vg43b1u z4=0b2i9@9p*7^joDH!n|MZ&v&cShR-e9@& zS+9PSLys=kj7H_P5yIz9C1&sEd99zAtn3PVC7d))%Z|0%#JQ61iBzjMbKicp;NfWU z8k^q5|9WEYD{TBZS;XPk^{!vp9{l|a;h8OIq&RkTpPoLn+(lze^o`5Sdr!~9f?V#_ z!NgVi2gd0M0=B5>aXHD=Xm-xZT`D8f%&ogC^ixr!GpuAc!m~SS&^_o$Y=Z#n99V5f zL5^h7MwnhJi`73i%8#Mv|HI>St`!%8k67Oq?JSZK&UcQEth z(xH3?=)OcmB0LS_|xv=t1_h?!37?L zw`neJk#FKwA(Fkuy}!l}Ok^#tJO3U1M=^7?B22*{l6_oLN9Dq`+rZqqYwe&!o>1Z0 zWiA|tLiykiI^Z+6x%oiPIX={i&$pmNgH}W*TIzd@IWLR8cr99}i%C=qRu;RwkPmX) z-`3jvxw^=iV-)+ehX2u2El0*oC^o*wAg0w)DeU1EOSjBa-Q-i=;vkrpU81*dZPu-$`PPG1l4-r@m>* zQn=T)YvuH|><-M)N!#qEUqJAaNAdF{QOmMNq#2KM7v(dP0@w<-!04+Tf28eAo$N&0 zG!xa^&rdQ%qz^Ux&Ue~hEll-_R&TERU?S?y) z4E&H@T6TWM$aBKDB$8^!Fcoddv^f8xjEdvQE?F#=o-aliEJNv0t(e_7I+On4H~Ana zP%rJi8|Mpt$#}b4f2B7+Za#Pdu|^>aUO*FW&d-C@GGQT^>qqwGp|R~Lb^_l^i)YUR zFYv|dF-j(J%p|OSMns3uDdSCR1F#6h<+);%w!rZ5S_);r%H+*X;@y~lsrV%*_d z&oJpVJ2AujKAtS+HCva3sFQskC2VS}kj0!aOU45%%3&L(gSfFj6xiBUb9loKSYU2| zn8X((nd;p8g{BOMazs3nstH;2QE-00jF+Lkh}B63`#5AT z3)v4@)@}o0W-b4z1l}20YE^cf6hC(+%8@iuz;pU0yQvT56y*}sARg<08jPxh{s_L( zqBIBolEP#&huY}hj)QDN!TfDY895p9rtx=2frQT(F|RB{wb3)&$iOa8&I-sKdFw8%plzmBtH3`B0n+Gjqx1Qm?6g71 z^_eMrhVq-!(yF-=^T5ax-nU<;Try{(=eGZz7y1ZQEH5uTao*s22&;$fv+JHNs-;;ZcBYKgMGR|Gb z{hLt9gS6CWJJFND{e<5a=tE#ZjR*+tL|)szpi89z8n(K*-{l>0trOFGAtqc@7LoYs z|J@wzwDgXF^4hhcRYUMSk}q}FD9vyX-|+Lx#g?GAiCiCp!JYMw(}aH5^H{5_X%C@( z#^s}X!8LsQK251T^NN#eCcB)xL1ni*s_%Ayp#i5=<#mNG>Us2|^*t5&c+&RRDBDR7 zv$_z-h3XW=B`d>=nP?1N1LH2#OmY zjfFicy`>?du9&{b?3!(`*FZk-uQgPvNFt$`KvZ zxfKIx8aK(uA(vWsDQO*#t&cEaU^^A6?p|o-5@Q+E%<%&B7VbSodVQJe4Pn`lG44E8 z=1RYH2Qo0?PUe7%Z^$fn?)o-K8p9?G7fN;_0Kp(ft*2#LPGhyJYE#PfkxqA*&lZ+( z1yfaF;1h37bI(_yhM+|>7tUatU)I3;Gf?v6v_c^;9_&MGQK<2;O1-h!^BX+S6vYF0 z#DzhB@UNWTyP()~Z#)8{&YBlD{mnScNicRQX*W*luj8(UiBS^)nk(LOnu2B%PyaX( z^M*%FzJZ$SqfN_~mCMY7?4qo63p;%X-9!>VTC}}VNbXy{O=czeHxc43S2?K_(U0qi zFBXhnR<`V+1UHn~M=1JOxe)gW6LXy8wd1A2bpXBgArp|pk zCV*RHqSXg{-+1=#PU(P^K>x5iMwI_oj*z^d|MINY(+SV3$0NcsN&i$s4QRx6@_VsEx+CS()#(xvyH#hYUXq_ zZj}*h)LYu(RLdL!Ob~xX0kFZx|G!rW1cOnRz>oO< z^r@S#5`%$XFiz6>M^TlG3BD9iJGz*YWesD{(*3^;@Oqn4mbfxTean;jnZlQE9u_}# zqDgr(Z18>RMS{8SuwGiFj^;vonVVbtnvu%SmSd}Fe`!XZ;S*h9xWkB2NC0T7N4(^> zL{Q1q^}{IdQ5z0f;OF=by>-0jt9wtSp zMQX~&rFfl`%D1NdER@CGu8x<7tMyu#4MyBlTUD!_f_A^F2Y)EA4k_*-h%( zh%;y1%5DvR3A=lQDDGv;#zYZ`9g+g& zhRTfVk`m8%w93Rha^qACiCnK3Pg#s1cf-9(1;jVTF81P|ZJH0a8m#+6NDRKKk4WA} zSu2yzgAfFW_i(fFNz1QDf766u%aM-g3)pwMi|I2H81{za(2 z(PQWNPphfvBtZN7{FOXZg!co+;C}db&PRt|&Y<=^$^(r62S|?(hXlX)-SApmzjXlf zmaVC~s{*KAT7ex_hoFmC3**z;M;V33mfEJG8ljT~entHWRr_3ppCxk+KV-$HW}o^S z{$;rsyJqx-6Tg)ca22*}9x{_pGrXIlvy^`!z)-eJJBx<0+=rsivwx zHzav~TOTlDR8D!7(L`tRuf>}e*2juUtHiPB3n%jc_+y0T)6=!6JFYHa4WzQyR9_`- zzvISlXnJbWC_|tlnO{awIV0aAUT3@{{=uDe^UIq%oLVa_5fvE{OOrA z!#f$^%?~ZeInopfgC2#DSSJr2$2*Vwq$M?SE{6i^>{awueJ2>e5CHUs*u2-x=@;8~ zTT`XM1@Pabr$l?zZ<7G&vUL%Ka4N4JCvSH zz)<3o#$6jGKZ)?#)WTOy-dbk{wa&&xX);m!N%F#lBMH>W&WDG_5>K0)F7*6#dDIQc zb)1aIIRD9HoV*k&MS}MlZ+`F7;zkD}&|qW+@n<#9=oF)ES_84gmhn@W{V)eHx!#2% zUTtw?b0lEKd;PO|2(HJOwIQ^)*Cf-WNP$>5x(H2a5MkNDJZ@?Lzv#XJg&E}e{Y3j_ zjy*WJddfNMSJb1SP6VqRo7E+%OUZx4RqS{Gvuv@F23gUq_-Mhl=Y%B7qRJEQ%B%jm zmlKQr$Z%lzRRjkIGn34!$DHSf>&JvXCK&ukZUpBdYvtr&Y-{FNM)Uzj`=B7=KXb>E z!CtlRVf^TN$}z%C~PbTP!gAJVgRkArpn88vhad z>3M~6@!=c0y7h|b)us#LIL-}^N^OgF%kjUl*oO(pTL6=)EjqYk&_$d~SK)?J6kRd5 zb6kyM{{AYv9CZqqxM&Ep95PVP{3x-O=~X10`~>V?nSL5EZaE*XnRlT}Tc9M#S$0~0 zb0=Dk=BRz6T{6_0Dq|jAM4lgxbUs|?Z+CS8Y zd&VC3y#rIXF%GMfGS7VPTRf@sPBgYG^PYpWk!i1TLLE4_1d(nc8)|2)n4tOQVF!uU zKG=qt<8tBH9{!tR`|v9`OIYiKQJmA@-89)GIwRv#_Vq+2)RvxHIQijZ)U-s**2es3 zfYVII$GN;HHKtkVnCW_{bLDGOUgBbImPw=X@(zFN`?%7E6=WgbP8T4W)22W9^JPtd zQ$?pxTf?Z9{=-^MaCo75(2u92R{n1Tj=9iDzG<;Nr59HHn=ITa@1R&~Aoo#f zi_tXygz>hKScz++n?g|>khg7g&DfkrP2{UPw@T%Gla5k#`9oY=I>o-{^Pnvixc?&~u#cA#kYm&zYkFdUdG8h%Ef`IGMj0Qmv#@0T}# z?_F{Gbnqt2vsw5QTH9 zxmDLkJ@_8XpX-V#yb_-j-wWXN)*^cB#g^%YzLc;E#I@uE6g2)UPC;dngxb<@_DMcH z;WnIbJmgVp#+&I3jRd{X1CxaK)eD0Nm_W8{fstwa3rJeSVdg&yW1K8HFo@IThqX;T z_=RnRIgV(6hrx?jA0HY?!1GeK82QYfXPj}R?9bv5)TaG0qMp;xndW%9UG^+ri5Yn! z+YyAC&|@8a=2YI|@+BwDaU3R!k^jpkaZibQQC`t6F%l>K&~xU{V7S@KuUek;N;jD;>qDXl`~s*fAN^JTQn{j^>pVFkx#Pt0Q%blFDA@QTNimlnX{VsDy}-V|P5A7Ulc z?7D)q9qx>E!!33X zo~F-Ke6^<+(@6R146!t#oy?Zk@MubnVOujf)@vUh+v7sb{M>YTg`xE&-cq+`dx?-b zPMu2njr@;bRv0VL5fFfHc=L2Emrs1PO}-@wij}X(a3yxJ7k9=S04B{?pi>d?0n*GC z#|Mg-(S@pEqMq5xP!_1Am(p&ODP)YL1E@=~jZ|TOImo6Jn4*@}GT`f_lhq zevfYrUI|qY9Iruw{7|Y*b`~?Ww^Y{aY*zDQ4PCS@K%MOxMD)q|kx4JJIRzoPV28=~ zzL84R-o4%pHu(iBkke+{`WV<18aXGQI4|7F+3g@vHtNig20#!o@)_9ac65;{eyd}nJe zdhvBHL9x&&upN?#q%qA+UP22W(STxoH^h zhj||5^dDrlj!RE|YpolS4*=Ipwqr>*X=c;u*M4wDJ4cM=w$^t8pPBi3xqDQOs;l?F zn(iaY!45Gdbt73O6Gh+3a;)J!OtzXw%;CMx_?r#TpK_^ zj)=w=iV_UiSCO0!Y=Z3ioB!SV-4C2^k~?dfJ71x;Aq0{YOAMr5_gX;R&E2a<8&F##428bHmUv*4O5L zAR~gUkvDgtoG^{+5-A2u3ZUBeXkSlnYcj^Ce|wKMi1>4^r(pJtGfi0B^}9bWuJm}i z3eoL(<=%L*ba<@vxdMMRwQpb&p`)-)PImB{VF{Y6-H>~#J4M(c(;$x;om(h#NxBp7 z-e7{mFG3|N-oIq2LoRHT9oN&3iCLp(frO;<{AE4@ zB;{QJrii^=&Sn8+`h#9sXH26c_EZLDxKLUwaU5I#Lu0$v6k3lCF+Gc05#o`EwRXi6 z!-!F?qi3o*y?_QH`1Q(!pY#hSTa)T(`k=4z0q&KcqKf_xyNn zNl>JT4mmHAg4xdb-dD5=T=WMUq2K{tOV$13`gK$6NORYDfoiii8tU0+K1Q+-l4yca&y;#V3rWRJzWLrs6!1m3gOF8p3 z`MlTsT@-~|zP+8K?t=7`m9*qKNbdHNk#)UgBIx6W;%wYJ@Y$1i0 zo0*@^q8tt1KX4}R5V5AoT|RL)ml$fV&mJ5REJiH?8Z^{QFn#@6ZMo?TfFD z?vI9@ExkTytk&}Sq-@r*hD9bqjl->sr0v$t1_qbfKIa@3Lrdjp7)98*F7y53cAl)= zdeO9g2Qq9%nHqVJX0jRM379rEa{ZcEgzsAe*dpnm+G%^Zd~{#Z(A0Elo$Wfjc55UO z7~vxut?Y~D5a`Wb2bC6s+tzu}XR%X0#@O$0ZhNc=uxYlFq?6?vHm1djr{$$A>a+B1 zWK;++zmu8_qVwHIJT<$jVT(eDV87NQdPN#Bv-%L(0&VB^8dQiX^8 z7Fc>O%^~63$To8~CF)fZ5QPGrD8WJA(UAC`@7(8z*lTyR74j6e5Kb`b%M3)@Q)ATQ z*7Z4f(N(87H+2DeCF&4psx3>u-mrX)!i@?jbh}z^Fv7v|sqwbc2NEY?B*~<=N@2$I zD*a%5XX{`WSyIDBTrbJpWqq^F0N{7IV1Yw{lMBz?*&W)e_ju}3Eua0P@XCgNu7@+g zOp-J$T>VCG@3;-}4fy)5Os#neJZACU@&7}AeONEqNqa(8h;!L@JxCHk;6-cIokUe^ zZTVHO8yzKfvbrhMmH~b}(7Zkt#m>qSbK5h0w!KP(dZ=B}yj5T@rZGEWc|5eF!Uz^W z0wM@(?V&GARs>u*?R^IE!;GPl8_cO6GpWD_nQ&I*(Bf-iCY2nnC-~Jeque#?wRjo_ zV})EAQ=^@C@-2N`;riD>ThPz#HIPmd3Z_mfWTZ_M0iCSS}+|}p~WIV~9S_kX@C^8NFPb{s@=aZVV zzwhd8P)RPH8G3P71eJCPP{{0?u1s0D$K#u)KArjQm0{&zKo6-kPYlBMLz^NB{LGpI z)Z094?-tw=@L5S&a~eCkr;ZgR-)WCr{*$D#Y&%2M!x{R61JrE=7soS_c6QGUHm?IN zj1jf?O2iYP?6OVI&817J(RB;LPx@MW{_@K2=kGjZfxno(x9tu#I|G>d01aW{0+6Pe zGdgOdDS9d3^H0Np=DIp5sck3=d7?=fFWHkZnw+{%Q?=31FWp~3y571OFDaB;yQ zcx|Jl^y%*JiUyUfMD_|Jf2`MqLAGBCYVU*z)HBoidIPrWd0HXcldgX>Z{Qm+(&AEK zCT;XxfprQ#=#@9Nj>oi`bk40Ao6awCJKN22(K}$jCG92Qx(tF>f}s0%`4eRVW^|41 zJ564c3Kvbo>8A{ICs#Az+KP*(jMIJ~Z6YXoZ%J<7_8Q;MlhG}6$dQiT3%i&Y!*k)6 zc#gZ~pNgP0Y+=noGbaHT21(jE-0OR=kw;vl1c2#F$urS5h_zImWJv?jSb}Rxm4XkG02E;oGueCBqSQP}{%w`% ztlwofb5n=LvLwvS@rARi(86@!%))-d*(l@NUwq(o-2o?@u9icPl4?9m7v%8uMOBJU zw)COa8h8uAySAG&SKa*N63E_sRv}LYALWo<)K45%B-e7v_cRM19>j=jJ}01;K(||T z*hnTVzw8-lm(mz2bLA?HcxdB)2tX76X96ekN2fdIj>5wQzwug|@s{Uy8qKJf{*s1{ z&X7Nz{W$Rp5iELT>kCwWob+a8-(+CsRL|=sH>GH=o6i=>apx&yesv-{Zh7)N+Zz_a zsO32x7q5qiFU2@TB}p?LQ+*=7BiW2w$BmqIK3nRex*q=GioCQykN1Ug4>HDFC}eBW z3q)TQ%n>nUK`@}7<~KdbOIpip3`!!m;1#|u4=W2zxznfrr*+`ixqrIM;2@A?*?Wd) zK2)}(>1_YbT9)AFt5_4mUV;>-+R@k_)X3?GWOSsusGi8{Bs9W&;z#~bq@HJ22CkWj zK%A=`m`azj-xmk3N>?Ub8e~ZXmfPBs97k5L63O|z^M3m)dV5h!xlM!uOBV&lVl-z< zM~`twc7gEy&t#tYQ+*(rJ`o=y2})T+5m5z7Wd5Y8VkB=XVX<)jcI{N~*^=XZz03R> zAu${0*Nd_-ZQv|>4vs*sWG?oOE_0KM>bXKJPZfRoTY4A%%=C$^L(c=pEe%`z)KTjv z=edG1#;px+hjs5!!V}-HJ)@6pf&=a!>BaNyit+MlhQ?mWB?XKdxwy>qizhq$ElW@1 zM9GzYyGc+QKO~tZb@fuf_b~4UIC4V|gz&eG2Cw{TvM#ZpoX!hyN^-{&YYOG?Y@Y_Oc%iVtzgNkS8O*7vAD7u@~-F)9hO#2_3CaD$5=+AJ3 zxh3!zzi*UyIM~+YcRtVQY|FKP_Sld)5+!~V+zg~L| z4k}%ANUTX^zHch(ZO>5&&N3JU8E>W7gR2sy3o_LA@(xG8K#z=ei7Q=@INvRn|K=}h z{o>;QeYcQH4hxIlcstg;n5_?kv-ZH2hQl$R`nL)^M>&B85QpzO6FWgkM?hHbA|g&s z)G{c@o#({#KO`^xU_-px9)i*M{z>2#SL<$nu&uyMGa;zxaKw`8nX(%lWk6dd@&0Ee zC57-dc24d59R;7IR?UX~fv45lj~5~uOsy>APnK$0M2hN4FgMoptPI@dUv5VYoiH%! z=}huvChR!=B0wzhSpih%k&9t+q~4YiSqFQT9lul(!!=;rI-A4s$l?<|R$}oV1$F=n zsy^VLQ%J@E6PgpHJATB@v+tWHZyx~M;2Vr5EFlH($fUs>N{w^4@~0Sm!^fAr&-%Fs*Hk0W@1blNKH&$c|Obu?o2JtEBXQa^y$ulXqjo2)jFast@iHGbaB)SvZ;T_KB*;))Zz^JTs`ec0R{ zn{d6?5}<@}4oWbdQ{2W|m1Y`9~@O_t6V(sBvRE`V;~zrc zDy}W#o_~lZP8wGczBDY~Mc;-?T)OS^JviP4)Vy=6hndX(ZMsE7hakOLAz{KgxXagDURZ zl?2Ue48A|8_J6oNoqBim%CHc{hyN$;{`A&|Z<#dVM$c70{;|Q7m@Yaq)ccw!S}jAJ zsj9w3MKwO&*tcAEkRl5L$@HnZtLmO}zYcK{$?;%>r)F-=2g51v7*g3tpuwx7q_w4z zqo3y~BBux$n?>=)HLT7o`abXGR$8jLo2c{q9|hBCPGkVX z#CCl&&u96`m#BM6K`3Z%izNoqLj>Oxtix9c&E$^UFGc-@5DcR21BN%lylko)8fr7H zyG9Pw$xD^Sr}5YT7ik_GZ%cr*7{EI`i??ht?3eoEVmgHzL!#_YP*kfuCE;j`6)0&N4gF`}v8itMB{%x(z75 zrVZjIg2}*00zsFG*|d!aRmXu|;LlM-t*~s1uLE3Ukls9UuyI}*&@$s-%+>7p@d&7GtBqFird8OH&Q16)Vfg-*!uLn5 zj=#Yidbx2Z^H+jGzZ0(enfiPZp%Hdvf6tK1QORTnK=D?WU#D6m>v-GLuh3>Yi zcj3sue2Sur-lyF|=o`V#Z-T(8q%(?$%BXRW*ss0d>Nr{k$WD=M>;z+?(!^mp`>oZi zuzG)?1!Q4>0g!bC!xVWlVP^hf!-Ano^t|E-X-YW@%d3A;zq zYLf85JG=9Q?$b2#5DgFjkSYa%HPN2G?Udr6oF*E_jK$%R5Ug($jFtG103Ksb1xG(p_XIQgF|s9yCsFoTPm>PucQesu%<%t!MeD$Ok%T-DmU`kZ=KMGnlaw( zLu1(bZuTIy5%uVdusCs$XcDPxGdLQ`anNGMGgBw@xFV}h3M|&OJO)xjVGp~9-(Z;X zCrs7)T{C+qTob?-WZdAA@Wv~j0?oK+_D4@hgK8k&MoZ#WCMwyXO% z`kvR?%&(NKidX8t#Wqb(3(1_@jP4L_pds@RFb?1)2nj^Z#dA3Q(J(%j$_?$(rdJxs z%DypL8-OO=x5eL$z^7y1I4<$VX{`!Lylc}=EF{0`e+!&L-E&Ma?WU*05M_e=ss{Mg z*uJw^U-ET*{88^+ix|2eG`MH}jwK*_9m}!K6>I(BJ-8DI4D7BcU@9{Q0OIihmN}xv za4{l>!O4X;HgL_A6*&(22tLw;(vY~1xKi^}OQBHStUF(%yI;j?yEW`MHXI?Nm=0Z2 zAE`EYKHN3KN4xRR44>Gd(+`UJU$tA6kLGr*JXAJB1g6PA_D%}6pOjey2?l!BD6oKb zRfAR?mv6SfJ8Agu0Hf*hIVj>w4BCx9S_r?#16@Kr7?jk( zRdi`I#DvYMVY3xs`l76IikkM$<392bn;(e#0sS|%z6z*KD?ruytFu&ye-?Y3?APUD z3H>Euj^6MsgVWihPm`*TF>GarGw+G|C+0uOHx5@*!2m@bnG zW_u+mA(Vz5MaV}D(1_(D_0dmo%3tBPg2Tz2O?Ie@`FXvjZ>cj;PCF2(~!n zGG2VcF=3DAB~P8j8J_Di{zNaPpy&i{(tP!ds!1uy`TmcB4lZa9mz~hZ%y=g^se+VZ zh*3MVHNGiB28V%k$w%Q~81_S2sL*uS)J(OAY(iy@<&JzAy5%m>Y|%)OL#C%$h3ZNQ z7d-~t*|7WGsy4hRI$|jIu|qoe_XQn!yr$+P^`4T#@fsgMD@yiv-53A4eUbBtF1Ja% zsXF;Te`2@fI|q3vzHLl1>_rFX5Lz&l|NFoR4oTUD)z8JKo|&6L#QX>H6!gF}=$lGK zlA;qmmhMxnNrkPuWXj>^M}wyo(JHAfOAQsS>e>p)H*cH##xNPM2cFc_FkpioLkgt9_)|NZ$T@-m0;5SHDHrlc|3rrE3}BOH2}0XO%x_T@lHpAY@l$j)B3km4Gk7)NKkXLH{X11Ku%rz$z#)~rQjn?jpU#n2_MxGB z+7+c))1FNA5^QWb@nkLCjfMP;;!67Smzz;vZ+oiIJ}B~Hps@L*qyP=jdPxa%p=xmc zWuftXqe4e1MDZxyj{{eT`Rr!LvVkckM0YVM2vka({VFe+Hpx>8dbQ_p#QKA_hIgiz zn>TBGOHyA3)wxX?o^W6TW($K_gWcdc&`c#<5=L>vyq~iI-5b4U)bqHrL?R&cfzWWq zMV>e6ZOIC{^4U_DAr*BoH^Oa6kYFMnHtAr_XyRUzi%k<)aqY zxU!TdTIObrUZsCPk$=7DLVdO-Yl5vnDH7WAc1`qL97^B{(7a-#YmyiTKS5poV2=iORn}X%U9(>69)$RI-j2@ zb01ykwmU1KmN>pXU%*#*rsyu~n7Ou%m3@T2`3NbbygSQY!U#FDjpuo0x(BEtLF}s7Ytn7&-#c9rzK3DeAk_|Jyf>U7Q4O`mHvl% z7p@5Q{=_Y>=(LR<7())mcCo9j#nr}_sgzwuY*ba1Jh(CjXH@o=AYsac0rO$$q!evhzfx@V*2#ZDWg1W`Hf{K^x& zD8RxB;rYx1<%q<=OgEXSS!oTWra51iOMeFOgWwhA64vs`pkES(5`KK(;(WHa&GSF0 zl^vIMzdX_l_rH?bUnKRP7Q|~As*7&;WG`%1vA@giq_&nOg-| zH!rCG2Bze<7i$P_t&W+}%f9q3dTH1b+~FNRGP+~VG&Qvz4iu+}q!0;vl(2Yg8Acq{ z)BfcmyH)0A?P(*+yCS<)&o}~LbeTt`BjZKpoRwDkM3ZCOBKIiYx2VV9spA7KoZ3Y$ znl@9aCQeBOe9^k6~okrMsvz<@k2I5HhqIvC_O)TE{&x~?SCM_sZPL<@He z(@%RvEchr+OeNlO)MskHN)mOn8K|6}?apN$dq90GzSH3?UF~r2EQWdRl0IMTyS|tn z1)Z$^aHhW=uEO)}G`BT0!y|6xSiqdtM=I$MH1I8+H!GS;fDmlC<_Hr0%d#HxLE7N( zu|FRm&)7PvbuJlsT|yv<;v4_%ynzP^OjVGe98Y{D2M+?sjH@{{=zTu=5Exj{eL=v? zl%DrGb&Ai*`ydV5{ve~#xMWJIbyzdjQFjKs`lzjb${2KN`|L+(xVcOwnXzNk3+?7_ z#T3mQvOq+uV(*(dHu?zWw0yPEA6*jf1;)B2Vfwd+^63-~Tm5Sj+afYTitMuZx-{Iy zkW8T?@JZG$67W?pde=PhoZHAbmsFZW6USKcKzh-x}cG+}AJN*(U z9(eP$dU7Vk#tP8-Xb5P9+Zjeal+B1+1SDF7UHX*FW)|&Gu=kXeugtHKUUCaw9)t%Y1D?n^zcBCMt0Ia-6h{ukN>Y-&C4s4V+>!NN`}P9KM#H(D#A` zv;`zDN7ZbK^nUs^$xc)*e2|uvJgRk3avc2;LkIu6Bk<qimI?y^mzo)L=k)M8<@&fy+)NZ`qG^*Nh1YWB-hriGC zU*$iFWxWr#8d7}^?v5E?A90 zUr0Sw|ZG<{X_g*LK`jO8}r`;cY zsjpvTG&Q?KR9`MpPkaI5{EcaxLwzzJ$t&zqYWrzBMsV`6lqM{S=F#)!2g|oJDX==UQ?)(XA+yZ< za12scZgBM1jd4LKaSc6FuB`BBe+^z~`bTlaKojd50e@ul<_nI;S>&Cy>6J%7nCczK!fn68ECM`+0~!L{PD)JpaN1t5$P=v6c7X=ARr(_rPoLeHKB)&)JX3jJ)s5?;{W^}?tQp-j63cd zFPtzAJA1Fa)|{US0c^bj&S2}wFPU3!!Fx)WALvp23DdQ05DQh=E2&@;s7~0 z-_+JxY3~^t_l^D!VF1UlTh4zOzp5DfF8Bx?M6_AkS+b`>8(jC_RMbO)*>6csouA1i zp9>VWza{$98~G5n#{M2IzPDy#w9mpZ<@Z4709~$vSU9&d_#wUXi&RFj+2v3^eqJ(r z8>S)vX2~c|ref|rQ;Z8++mkzGXC>%d&7;ii0>eTGUZmvbw8ar7Lgi^Hmd~8p;mBVI z3Lq>FQg4VXB%?nd+)m_l&Bqv`eg1k1GfAb|%_JQvd)pPG*g_nS8ZMJ$#hMry&3I#zntumt_sU>F(3!is|gFvBTOjCwn1(Lcf)j^At?dYqFjd)V}HS z#G9@{68=94XzQ#(HR)ld6=1z#FB zNm1>sDm*B@!cqsB0XuhRD_gIZ`ero-X?PH`TjcEhg#csoBnMb!yQALIQIJ*QU0!_NAJZNY5XQU zp1do`m=}K6);&JRQ~n&RKVLTabmPX$*T&OxlIylcBpG~h4lGgh^GzC1h7i!ZM;yQN=sAvvYmibgYKw|t>oSox{->o=|j_DpGP(NE1{pOZ64^1FEd60Ae< zYd$cK2hI{mG+qigjE1zqs$a&gbSZWp3W9vv=nre#|+wf8}&f!g(r7Z!JD3cdfQOMc5yXHR7t$nv%D7jA#CqAeQ6WPN5fHw=N1~WxzwTOgLj}-i`bP6elT~J| zs>8}36-{s`%5!E~Q$WVh<}vbz7)$x$qeLbmgKKf|H2y5x!zR2~Ui#UkV3Rn%&Fg3TrhpbTR$XpU}%Zm$2ee(kW&ejr{Q+%%-!r>v`kjFuSbPd-|P{EQnTd64<>M!QJ13!9 z{ND&gfjdtmuRrX{OMbq9wVzJ^_3A|VSV%TL6RBL+aVsz;?z+QtOYJ6J=Qh&YL$$U` z#UwAne{C||NFbQ@<^9*Z-;NN|^~v-hk7<3nc-PUw)~p#t)r(S#be!EY>M^Te6^lXW znd`^681K{gd!y0&_m1#rOMALd?~S{^ysz~nS_DoZbs`8NHRHw4R2ol%P5gQEOD|5p z%hK<80O;SqHlyl|Pgn{LFID;SA@2tH2_E*s2&LfUwS<;I%d33J3GWxdIEaRL!^+_j zS06dG{do2=S!D53PJNbg@F)MUY}N>Gk>0M|@p|Th^lfT#w^2*Wx-Ej@umJ;b4j+PE zr}Di50*->wesPcfqrEUNwf-Vv)Ps*oH}-g*zYj60tWA14Ccg9XRmD`7u&KaDMf8y5 zhb$?i*@%zo+ZmjH;CWrVTUf#&dQkDjOcr<(^e43wIt69fsp@nm@XAt_3&(6|S%vRTbclPh!VGzLpvF@j8W<%oe{{qfabQ{$Z0rgF=%a>y_ z!~6re$XnNwk!2l5Msf9W_9x%c2@F~Ha>l=v{^@)GsCy<0}G$ev-_!- znxuS^M;EBUJo$80b~vsfI8?z0fXjY}c-#iPM0Ni;xOm&{&Yw?dJdvil@l(j3hX;#w zMU;ZYKB=tEtc=P7BN`)ta%YM*FvqyPE3v(Vv>sbD{cNA%T)x){{+sWJiObS3G2x3A z`OY;EAhPI@x+D$}E%mtR;CN9-;Q}x(CO-F^^jm61doF~^>o#aha1LZ`s1)E|a3gd& z;}jGN1TX58=jvy=1|vG+n2pIzM2z)NRqyVWa;eVD4@~2KC`nbuBgjngzFkL60&Vb4 zsPwUMRQs&hhpM-;kD=ZmTVn)L?l+2jcP&mubpA}OZL>%-gkbRX>Y_n?@cp&|cwMKa zDtL|3WT+k|mp${gT5kMCa^VtwqGIGUo^XV+#D2o0D!!cVZ>ia40Qod4^ z&3fhdG9k^AjFJj@Om<(i`#^x}f2=BwQ}wR)kiyRD>s7Ex0||-rw%MH~F%=lwx8Q@Z zk!K{o*q&B`VR`+tN9VPcjZQgiIZ6IB#?1v3cOVANlcmqR!I~%(>rv@FcoF&m(eU0j znSWv1B7|@v@WpE+GKsKH!!C6}F2N@-|L7RD7DhZuws)&?9x#2XFvpkgl7}c3vF9;Atx(qrYj6q6YCS`N{l zu>Xk>$rxjk{hQ#oTLv0jfd>WcC9*61+OX-J+>iO&p*f}nyRz)jse&A%rmF+7)#qewaxzqt2HT8+5Sb zC{_5ZhITH*f~-c$H?1WX|JaaM8ZUk`oPjYM$H23U->*2*)4d>G47{df-xEwYe6%>o z7{GayM`Z0xDs`DOi>|WjXs;m{h-EMysT8x@R-a^3V2Bp1_z%^&k65;8ZGSh$gaf|( z88Q2$kJe|q$NF-so#{~UkMyGS(V4>?xY4>Gn}W2&ipY4wE-TqXT;ht~yFaCw-U~H_ z#3{Sl;p$TPUER@=KRM&aQrycLg5O6>{9<-;)isUsOcW#5)vuX7`oCSi>ertC|M~e6 zz72PBm-oim2cQ-`ctzMvrE)OP41$Sx+9K}MuL<2e_x~NmZcRph7*1JRlHC3WnA$}& zN&2)NvuNO1rQo*BY3Tpkqim&V5Aa{_z5Bli^7p>2t$CJO7bPJxvDMP&tEz2ZrdQ0k z^4yTS$}8Fh@w6O-`Z#5r+-Jh!rI~WkQoa!p z@gJseMPSGnKS&;0F+o>)Yfkj@|L`%{>$ua*pi_P1JzkId06I_AB@sG){hj3*k&t7q z)0#GbYiS;5*55rH)5u6#iC=uHYwBfd3i}OVf%gikoP9^D;F!p7DTcA~yz?4{7f$OI zagTA1gJdE7$dKzblPIJF&{i2GupeDJaeoDgqRb(=j_@BEZ{(3>bR+S4g$o4_^ewooziM@DOn0#nm@epD|Y4~ z4}cTQJmd!1=T{Z{DrQVV2%yy0M=M-FS<9=3Uj6K*!jx&h+GH7^bB)H0?psUNR-G6O z&|lDx3gK}0Z`emq@>%r5bK=|M_ZjBFaB(GB;Mcuq%tjaKOa#nqY~)pEigRH~UHDAN`b?QCI?h!huF9Dz zdRBm#PeokAy%zP5DD&|rR9&u^o3wn(V{dZk3zCM*?Wayyl*t#Bzw!%<*FHe6W8J0a zj7J(VagLGdlWMWcKL4E(+5zMmppN=F$4cd+Xs$!Ah`+GnL&)W4Xqtc=6PJp57+$ao z`wW14OA|%AgBgIEvCw|K^tU1kk4K0%XB}kB!FYpE^U; z2W2BqL!Z4UapyiBxLmdo=&p2c$nrQiYdHHEFaIglKVfGA>_Jk zFbPb%Tu79}9~p*bv`IV5)SkQ^$#)J19Y5*_p26mZI@AR?#A#ZKmIi}BnADZiH@bd> zg=+Or`HlWiQ~&o4!)a1vcTcaP5a=kO!|#6h>c9)3Mmlf&>r*z^LaAr#4cZlg(}=Gw zUmS!s)}!aC@>)^o<)8O0E z-ggc{G>h(y`~x(k#)=0#GIXT4u~3GlC!T^$yz$EyZE8l2C9w>);Gd*_bZz2B3z~7& zAofl9ZKnbkZ*Hf!Faafw4R*WE!nW5xZjh955*GvE{rRs0EBuB&x3~`R3&w5STLv^l zbdb?yYhrf3$TjND%Y7e#O?5sVYiDae(2~Z0=F`K?4$+gazh0esOkR@(kHxH_JmJoC zwHtHdqDz0F$)f+ENAjG{$+Ig=#HmOC$Z5Q622?UA!RT`vV6UeWk`7%d9P6FR8U8E4X> zStO0`%H%+~eg28T;)CTc44yv^(P1=t>f?-ge2X6R+3&Av#jY1-ZKt<;Z^F6E=A3PV zO$0QJYsae@B_zu3WUZ>zEhl3Xp+>eVJokLQT&HBM^4^mjhAcGz+ea9g^HHL{u&Wta z*pz6#8;}{ zR3%Bii*74EN!tFrk#cwDX-Y@)>AYEPfXvZ5B72;z+z|C8jDIh*i+9(ao$?xgYPKqT zue|J$+o?ZPr>elTO07*OjvQnXNkZ0CmH(NTlE*PLXzlHf;NVY%HV)wyw7dIJN4VbrYF_y#fD4Mgh`F zOax7AeQ4blGQ7Rzn6xwfWyZsbp!%G0@DnniKTE@*6RPfYdlnuV@3}=}OvUtlc^8Wx zQA7(gjW=o&vmP8uvQPIf4qoa~s4h$zsIAf8)i|^8nruJ=wc!x$PJrijy56uJDn%>0 z{d3krla63dG(+ag}a_D<@RML+@9MgfO z%9$Y}FP0u*d6K!D8`0LNl(N5N_YwJgHqY9OR3mQT@hx2k7yqD(4cO|25k`;)z zj(UbZm|1?ex_gub46Q@Yp$B)_Et8|phO#oj>j?6_wRRL)2QIUY6^u(>7+%=VrOOfy zLH#xxIQ6-t>W^1D_|6pO6N9YXrr_H*16RGUIw-s%f9FMh_y zHD0H}*4brQ%pEEHgA3cwIAR6cHisi(l?7@A=hx)^vr{v^pbqhn!9X+besW&QW((bT z_+zkE<++B=0mF&G3*Jw20zs?UU+D6S5m{qWCnowEE*0k)pz(Llb8@p{Tu}%e4V$H% zon;!Abe>s0L*2EuE6}Y|j!mu0*ZGA&sV)M@mFKcNZ{{TV6U+p~(XC7V&w@sUL5*`h z-k)90nVNWJWKM+!g$);Wzp6O%8kw!iggCZLHtxrcI%TyBD)P*aKKPRM$;*CKySa5O zFECFoe!d|=$$j3p)aCnh@g13|tg&-7|9$iA)F1xQj+xAkKz7dV5R3z*}aKKd8 zS}wE8XPm^W%qFT7aLw~nSa=A?XHJv)72VAxkDJc!olZC`hcvF`pU#G08}RNI}r_$h&?X94*=680)q?w(B;Vuw}@PR7aq+1Fh& zEIw=m2=Bc$<-s%Wx84tVzA7_3=rIyEH=HXUY<`KlKa9o$5`@D-NKZfJKNi2kq7{*^ zKT~?rUR?@RS9HhKv&;QB;&M8Z8qT5IecengH|ddh6+Y!IB81~9OeF9CqzpNC_h#tK z+V@gVMzYRsC*)?;h?~8Pjm?86&!GS<+!CC&1)h828FG=V?L`80a(o_Eb9!Z}ooCB# zdktiC2Hpl{+}LBaiWq`dimU;*v_O9t-gdPP8HHmMqg@A3`a01jWi?T?U)XF0EvKzs zRTjJ3Hj@azkk*pAFV}zjV{t!&b180c)ib7fB$I(RL2u%Wrs?$ZCa(NyX8$VxngFi(SvSMh*J97DLajSqt2WOX^t8wDQ_NC%V|3LPsw{>6f<7pP zmZ5`ESy!eXf8c6!c#Zu;9Q|!$B_`d$_oVHj`T5#YvmP9s?@g!N4p0h@KWBp~?5`x# zrdScKL7;)~_XK`b_6;e-8_7bU(tCc9#S@jOg;-|jRTYz7dq*s4Z2 zn0`$T#^;#L%yCk6?hu!McNMR6^RO_Y2L?aYqb5UOVl4LOXJ1L@zhAeNhl)Q(Gq$*h z0GyYWdxo}S>U<~`kw~G~nw@i9>tsSjfY(Aj=Ff0Qg%JG~YXG!uiu@|gB!j&7kl!Eu ziWot?`bdyqEzNmK*doO&Yf;Q~rueIm>S^al)+q{4hqe{NSAw*n5>SJnh@cx0*jw#> zCj<6=EmsRq^xpoX6QBbBZ$`<88wQn3g!CXM=gnLGT#G@V_THvz@Kr}fssXewo5~t8 zpm2G8VAHAmSkc3gcXT*w6R{7O`c3s1yuLc2v4br;z{fx2j7# z&_3Bo-xhJQ(5tIE?yjfgp%IQu0?4l6uwY9Lx$QW;6|!_3wglB#bx6xm{*y8@n$%q& zDMzL%(_3qcqzFOp4)%?fN!XW;RhtaE$Hwg=-q3fKJzg@cg^kzFh73%oHbIgBniPBN zKe~{)26#C1(Wa%6MoM}H?Px*#-QRxdlOw?c#S5Ma&WSLrq=hW{&Q8I)h)vZ~yqZ3|0}>}9Y9 z-jhe|uXFwA_^AyJ&wcXluqYp#eIUrQVjlPy>~xZ2QO9SY|CI27HiKXkBF|7%1CpMa zr|52K#cluSG}q>y2|MfrPk8R~TtM8P2FAZ(h(LkurZ!?v%X=2T1GGM~LFcdydu6_! z>G$9qd-jsN+?)j`P zAVWCp;8G(6a7jB&-NEi98O0=Sz^!aE@(o6U^M?5SelY#o(O%8d^2=<53zaHjjXGzY zdGKYSU>J9tQMml!j&|-m;&-rjweP zG`1D@##0~kGobq^Uyeii^Untf&cl;s;ub^8F6B4bFYQiJ7Q(5b*YI8gXI+A(EHKeL+s z<@UX&7H#1k%52G}niN*5RV9(3IS%v;*&Csb`x@A}s;c+&=czy-8(Y?$hNA{`+nIjJ zkAN5t%R}pdC=9!)+*ly{P*yKWNQSiTec9qhnYK_x=dN)FENPwf21XUqllA}6*)|fE z;3c!Nq_~cKEpyJ!U?UYq(qlcgC)JI&ldYI0)&v*p!1JqT2cd@$EzLy6+skGZ>*pr*ca=@eqC)~NpIsHk&$s^zL5tj5gYH0;uu%p;8=uy1>f)y`Ao2qvQ?*}vNy?85b<4Z_=qh3ng z!4Z(X%aA(OKA6J%Y-_(fAQr;mZI;q>!)))&Pf7B!zGO^U&X|L#m7kzV{Vz)I3~sPV zP=c(ypwHX-tn{Y~#->-BX&EjzY}I;GJS{ll;5a%%vd|hJJc4#X9WVK#03aeUP zNjkso-^((tu-0?_>3xlDvS9L9)L@b3OrfBI%5kI@GqdQ+dkuKg()vyNdCzFOYQY@L z)k&*q{crBdaCL!TpDow`mM7#D5Gx-q=Pqer75nkR@3hc(Hb|WSFihGd-_76B{XQAs zx8I57tcY*jm}zsBFK5xbm!;BS8x|(?V3Q0u$y(6tWcyBBg-KaPpnZOSsmrNP`1pp_ zmwv`>&*anCC9Zvo*-(SQ6rJDh&N!K+3YL}^8rrIJxW zg}=t^4I22OEb|Lm4K?HSa#I0kDWMI;>?$Zha=2daTSBShz~BE)fHGAWgS|SL+2t7Hi6LH42X+lW#;=T-qHa zaG$;#klBYDkB{DmANK^#kAER?=It`d0@U9yG9$@wvqKOPIlg%9`R~f}X#*PIP4=iP zX&;dHT#|z2% zOy}8-#9Y{xL0i4?l4xkDer|}=Vz+Ey3ksHqpY0*%lNpIKC5Nrc{{M*zbErZUUj(5ILaQ8qgf@`Q2ct( z8WZzSrMV@Fdk5Afix6kUg1Dx#H!=-pPr$UET8S6M}GlMTLrU#{ztjnq4yRQ zf#Ge{&FAbPF+h!K<5Vt{LGc;WTN!BP|($5vui!7U9{A_v34;!a6sR(xRCm! zzM;~jwmxZPsWehR<3VN!cL1hA1s-1b$*b({ACo%yVHb z+-FL;Ye%xNA({*GLG|1*`Yn-wT*8FQ#unkZC%^k~5l?Veyz_P0&g@PEkJ!av$H|bT z8F9I5twjqa8gv~nOB=DT>+#9UK??CHP6n%Nu(F|$=M`c5LH_8Zrw6%uSrM?SUD+VZ z?7|S$A>Rh1(!OqaZBj#(j@5qADWr5QnOgikMpRzZc>=*U>aG5F0O6bs7C{%9Y5#Wf z5uS2_d3vY{J**a=^e{4I@;VbuyrX%tSO|85yq=lp-mD3K;!1S^`W}O1J{kvda(g#f z9$(@zq?bT_ntcfele2nSs0^<@0pc+(9udQ>U|5E6A(OckJ-0Q1$^>e0J_Fc9Gb7Vz zt);hTkOWl%Tt2~BqB#zJ|LA!A4PszY57y>Hs)M6iSpU1OdQoFe!8X{t^WNjWnN!L? zIwkuza|&w1pRWSAh)MZ;_dt(Tt`waH0>eE~0*j@)WTx@A_jRD>M{!6m)O*uR@xebx|r0;m*5b>*jM#IIU*QpZ?b4LokcBphpmY^6^pu8g0)<%ktu`bH_?K>{-+= ztyh_~fG~IJoEGgS^*e5iE3+sloEsQyXmAD~Yj^D8zm&_g`RLG)r%w4P3)c5zJc|)t z3#aenwqsuv31)g5&0ZPKnyqH1&tJDK!6?7~EOqdpLyiCo9{PQNFUU(sG6bw;=g+De zLn#U_`{rbS3+ICqRG<7XwJUBKee6947_dOh{|m+r%$)%8A6$epnT0bd|IvjWpg#`w zZioVxgA;;@ileiHd9PYgmVC8bFOM_)V}KQn*$Poug7EOH&=Z}Cs$#pg7H^FBM)F-ppAC$qdA0~n7nVhNmBOd6@;7TXIN46vF(+o9$P^lr z)Y2za*VQgvW$pn5xwid;!{YRr`d?7V9()#fZ8y#o=Ct&9PGR>a%Pc*T1MSm+5 z6_j{sm~%6rvSAG8f#Qd8EbQFm-g(IGpI|bl=%>LY7?o5J>bo*Fv zca~6xX>fO@X*LPfp;QkjEpbzGZn=o$m$LyVgHgU?0wHmEO;XA=x54$0+VS7|)TTvU z_fB7~p{L)2I=Gb>ylQ6pu%C`}@cnFhH77yM{=`r!TM=5SpmKJXnN7gijmgCW*g+2e zZd6^2U`T%)NOfV;mh}Gvnq+R$H3SN=9JXwO&K{m$)@OZrG z(|FhgefEtINc75}yuRO3QBgoW0}uYFooirV$>$LgVn7Zzct*&aWmssOylt?EdUg(d zuMGdhAMi(qqyAD3^v`dcgKu4(NhF9b}g_ZHJ~V3n&{J4ox<-ePB2rf8d*4O(zh+fGp+i{vLmqPSsgN zwl3%U#Z4_GAmNby);qwR4c2VU;uur$LR+m{N}vLZT+QMt_+aL-6+NNn!;);976B?c zdncMcK>e^^tyyXDPiK}}-h;;On-8Te65jUEZ6pBQKA|E?%K(}75N%N z+)5)9+>+VnKLaZz7mko8ZA%I|nvjgnCVyn^B{s1s87s(NnJ(j%^N{K)RrP;_C1T6H z@;6LVuPcmuyvmvl=zII5t-w*`y~(`;hcpB+#yrYs87P#BKbzy-a1C*0f58L@6TBUF z4dLv5yPBPmtZX`ZFec25lkCO3Rf_Oy7Wu=w3YVlZkfNHQS0qxG*x5INSeM^b!F(Cj zzXoOdyxalb9nBr=zK)(Mw4B^pYF*4!4@zyZ`-5JL+Gfm^|FHmN*qF@A$_ewkwKxC2 zN46%ao+~aiyl*|?XX}tn3w#RszZW@6*?=FF>9ng|H659Cn}rW%R2Kx zx3;Y^oq@XF+$Dq)ln?$pJtqauMw~4y>%OG2hWSwSW-afSQjGF`lJm1JXY1XfGg=d9 zF$hsL&N5%dcyb4r84qp0c8~TUd0<}CcE3v39rXuxTq)!!b5{P&bT_;7`NeBK{|{I; zW5g5iRmi`%q3`&?whgw{$0o#!(8%H6v%7XHqJvl4K&Bvtc$H^8R&V5i2&6~UD;m*5g-3DQx zR(cfoJA~?Btt8AtM+Q|Oufn2-{vuR|7rN3PM z>le1RvVDjKlgcog8z12u$-|W+2qhiLKlJwO3h1I;J(-| z)z4OsoVkIWktsIaJ9KE>APd_0wX^)B$y<+p^(dbsZ0_0!;dJ=!wKuB3f$X)EOaFdQ zM~UenLjtNbr=lXmpw`@dA<=~|!o;S120ZcbY3t@vf)#ZYe|W1z>4L~^+Vl;{c&7voATuQaiRvP%TLmBLCCw}TL;NsIQv_fh< zYgV@B_(o5Wo3T)l?cagjPW&2u$m0wwWz2K-At&ah@8o;G^el%C< zZRG=!xq$m^r|BKIXb8ioir}vB{i>SzB)mxh?HsMw@*mwceQD8Dhg?cBvwPMyVTFE3 z<~Y5{`zVA=$)-NWy;mdU&XksnD0N)e$}kN%vLDhP$Kon!J>=jYcvznL1p|$*M!fI7 z2P5KwxRsv4(u3h5UG~Kk#Rr=3H4t(0$eHNhJa{=Yg`gj)o2NgkvstgrUJP2dlcfFr zpIj`&XbJqO*p#BI{kesKXG<^i_7W7djM-HU{zrFjkJ9Z(x?Wb^0m=}L=X$t?+JIH$ zs)M4`)?oT+e*+M0`V*_0ZKunfdk*Q751F20aaloUEO*U`y35yfv;7s(!Q>v4kQPTuHq-|df0 z&{=Ac7k5wfi)>TdjS0aTcJa5>fG5uXBrA;a7(Q-!W9v8@#ZLAB!%Dr(oZ}Q@M$Ymf z*csTuU^MEQM5B7aG%QPaG~FfVRlitVm*A)Mt&49^{8-3eAd1;XTaNYZdQM~Q^zUXq zAA;V&@y`Eret^iMnjr=Y4yZ;??&*R}SW=F>Kr`+6@tS_ea^_;#GSN9;jadmU4a-OG z;HvVs-wQ@2xzrm->x;}h3_OygaqZQhOY8zF4TJkN0wqL}$X^eR1j9edo=D_L-dPtI zSnMAikHDs_Yy%mvcJ2|ak7E@@i-ov5)b~~G-p2Y(7>(M;L^@+)0bYrlHXERoxK(65 z6%L6)1#NhNzqZ#^ckQ0|7QLN3EbVr$9e7Z*Kj~@LfYRwSkTtv?SHqaU9we5IEp&GR zo%R-*-aaj-LnsZy#87sYo7nRKkM*xoEr(u3o4FZ9FAKjZY6N72cSqcFtbJWTxpozy zr6|CbN$-4myNUzP`bDSA-`&*B!+ST$YVsdlhhjAnWNj^6%r8Y-(46H)D-8J>c}kFJ zFEkjMIHslhN-^H@a5pD@!swWXtfA(_!mXqVNEz92>0{4||An|ySB}HaRQ@BFeL+IQu2GE)75#mCKR=n;5;nyaAD9_loUe``b1XUpA z@xwHJ5-)4RSNFeCwj30f5W7ea&w7wkpL^*`Xu(pEHqr?*d&^xL|rIpA;nNSwz z{uREPp-sh&!_}+K$Fkt==2fi42=E4)IiJeuDHx78OrLul9ZuSvZHQxD68J0+v@%_- zGDZDmxYR7VpQ`~% z3jTInhSY!KZXa`dvZ%JX?3*goc_1zLliEqiSvin5yR|^kCF5GkE9J0B@YYd`-Ry#R0%d^C1*t*16N?ADQkM{NG+RdA8<3RfYqmMT_g{3Y?& zGv7Wb=6>Kmx;s^3FBB~!C+9>CO5Fh_-#fpO4@ z!Hd|R^^555&wnV5JP#l3KMP09XHF8f?Mgd}U8B8n$r9uGb2c2+yILyv8|WV%;W#@8 zX9#GBc8&ZP|LC_YS$0OEv}tyN#3&_MX{g=`^}E5S&&sR`N1y)n$0&@S z3Sf05)BfK@}=AL}IaDbLP%Y-XwQnbn9A;8F16`STOTj+3mAvca2{Z-T8n}btz zkeEFrD|t$nEw%9wf{+=g_W89t_CNL(Qas_A?YEIY6{BB|%92+7uleSm3)5=E2o#!y zow+`=r0dGbKlo11|NB8s|6Lwg7OC_%*E0X^8lGQ`k$SlKkeL?rT=c%n#Nfh1y2Y^O z>}ySTx$RLp*Is{lt}jb>E(w6vr1eX9Kct&CjCm;9{F_d+*^o2FD_Wz62i% zhfHp8uusouw*5GOWd9*#0$V#5040LoqqUH3bm6}`K{s}c@*dG%HGK!AH%ii&c!>Fc z^@F0kVV1?8kWFHbL>^@p(4Pf;hd4O>DbpWQcjqkx8=Kk19H_FeDfu||&;;@EG@v;} ze2QeFjnumnK4Aq*vye;Y^DIiu7(I*5G}QrJW-tyucH+H+pa%*GR;p3p&&~AE@zf%h zJ??x=CX*7!_WIu-UW)zEbKp*rX6>B%%jI-AjwQxVS}PP4Lf;*RKFtw|yHweAkU8*EeJ_5Gz6w?n-{p>l2I#qupAkNmQA@(3Li5an2Whdfr&N-lG?|VF((rTl|+!77L5^Uj~!+KotwR_9O zYKexEDe8P_sz}e6=p7I4r*-v7)&m`>`5T9B3VT^A?l0-^dCR!I;NS7yQHfo z*VA^pXE1(jii0O-u)YKCood$WgWFF+bKj-BroSL1pjy6eV-pi6(Vu0J;W51j2OJ{J zWgB&Gbu=s0?q=)Rs9RSqO?^^T&`cOiOtg0`5K8nOu2p_p=$6(w^PR3S6vl2#!cavZ z!h72jdU0PqoDbap<`2>tkKQW*por6Ja(@@z4F4=u9n9@@?vyR7Pi)wA&(55a(0?@9 zFvs}Ea=j*@u@Wp@CY5!~>|6I+tgiNmCxgGvR^yG5wxV@dPj_u1Zsw@Nd-X;|IX=TE z&Z1L#9sSpqbnU1ziP@bl272$}Pc z+t;bymiAkT|K8M{bi?lv%se3UVM(abQBvg|$=&G(R$GXX zi{sXGQ1cZ_O{_|kX^`p`d#hbQ&GOndMG!u&cmUYKBk6frfGJx4prZd!`h|yqeqz# z{$V0VOm@0yA8$|X^}p}}Dh${su+FD)RpY1D(ZU_i`tG{{ z(-!DB)`_UUtzHTrn&Vlh9li5)!lj77%;Wh5LnHxG^t|!r-2?P@+$&utC3tb+{nozC z3!0SXw+PGCQcIFd$MUH2Z|~$4iBv$;xyh<;XYtAj8nFL_)ArmO&d94;MTK$M z;lXgOZn9*@)=+8Y(kqPz+EP<_?76-}tk{*{!+se?FrV#pk{%&qd5TZ$bNTcTs(zL> zwhrMT>7k;3&TzUXX!i3^S{tK546#lpCYuIFMs?Q31uR-_ufC3yZ%ug}dykh`Nn8pI zGW$jjUQ`|X2JlACiX@iLHnytf_}7o81G99OvJdDthr>tXx^DO^_fq&0Ly9JxFC0?>h( ze%Xe6Ei%9g8wT@MdLdYUDd!mApY9tQ$qHd5Qjtfzdx z$DI;@$>dWihyjUs1vEL;ghgdfLl_aB34I>%*>8YYf=c#I+%?#-+EHSCH~?b`Cgu27 z+{52VfGh@`s}wpsk7M5ay-<{z{on}kV|&4_zBT49I!7rS7^C60Sb>UYf^=g$x1hH` z@69B``>nZNl!3$aKF%jve^#jOFZhsi{s#5x=KNaor^_jGtu;ZkoLWglai@f%_{NV4 z&cBUj$hZL_Iq+?W;TF!+U7uZa0}cwX1Hix`9u%KYcGEGw2OXuwz5nRGzqc7kqOeh4 z5^nB`19_(7<^cHnEa^VOz9lVO7R^54oKooNOYQ#pAVR7WzIBeh2I*%+Z}vjw5PqQ12;)8{{EFX z>wI)L{oxfZuUlLwS<89p(2^MD|#t+>Z_2|Js;8$tL-)g3U=X6k{47 zjG)tJoIv%fbX$A2^SKX6ZQBi*wd<2_M>XR<=B95pTiSe!1N^mO3=>*VB8%A|6j0#I z1D3%EnsQANg`r*WCUL8T@wvJ6EnvH_cuotH5Tk5dqA(kbb&*i$`?VhT3E>(15ANU?48$tg?D>!Pgy7bqYGQmKIN^Z zT!nYe%A6(e>cKk72VYF~l)U{jFa0R|jX84h)GXnf{r$sVrH?IVEPNHcRrog-mcN&c z=M!cxrImW7DS4cH0cMflIiMAPOKZ`)M~lwu@60A10wNniIbEgtUOT`1#FDEiZhJV7 zW-$MAXDsoxsoUN(6X`xz(~N$6wuYH1U+X}>3&y{vjfe)`0*pO^Vd1zVO+tJTI#Iu% zz#%`Ed`G38J!GFun6Tv?8J|^6==w*eW{%>aF`I{26Rjt0Mr5xhtv-5l$&!)bW<)52 zUfMh;=I0dp$JWr7h1cW@dA7wCI{G%da`PQ-^dN`@Ab-&>kul&a_*bJKk!tcl$54^_dP zG~oNuf`dztIPtzqp4VJXmAa;K!heVUL>TRdP7{V+?N6&L?P^<*AnCap^FN#P2QK>z zYXW6f>7;X_HFh*EGkX43k{!m583BarU2MD{6sm(aB;9VEPi?Hdm-COVKA-D=;T^&O z5s6|c9ad#;fe2Jg3`Hc~pjz?VX|zl`}o&RIB*pT4~iKFe+P>j~3E%gZ@tVzuG< z6XEQy;T-D-qBeW{F{xNG%=6ZId&N)C=y(Z~sKt(CVn(!rM$o4YYNv#qhsax5h3Tln z_Z$C5M+}0h zCVh%RJa#%-PPRuf>+v0vawpXArJ+I|GTb)-dest(Ngo$p-sBV|^7qvED1D6GV4 zj(=)$ZPk`RhZYZ!qIKJ`!4=j=Gy!kZU(28OTT+4@_HX?C(}f-YO+jg_^VKA|<aVt$|&w{FSQK-06& ze*U9-%`O1%fhc;ik#`?8{yt>!_}HbO_7*i8|7frF_);VFVAuAGSG*1>h*#sAV8LHG zk_lz@-v^+$pc^0Hcm5A^=lRv-)*Q?ch>?XU$hR=}})n3Kv%X=KGi*#|HW+ zXG6^tOLUGc*ElzQZp97fpNPU8jIV+JuGQ$zrD1PSK_qI3MfT*3Rd-qC9U+uKIomq7 zS)ur*TK;^`Z{sn<$=I%+%hN__t?pINd?*LE>0tV;u6uEH^C!rledJ~8)?AyRNT(T3 zmP99^2>5cEyhqF)SU9|95s=Sw$!k@6XdlRy#E3@h&HnVNuU4oE{&XQ>UaG4)X{%Ep zU>a<{fR8e^M2j6;zD>O%K#iahBVf*p8!3i)xNL!M-_MCtSiBX9etGLP4NJkB599pc zs(c9k#UFiqk_o~5bJ^sYhTa!eE-CtdgwDg+^1~QDgq=Y<+`mm$Y$o=QVtC&)h_g^v zUsc85?mGNzm{8$Qb4_YY=g+<>^GL2zc&+`d%Srnv&=V-N?^jr<(}jF_E5K@XrX#O2 zQ%=Fe{1lebYWyJRoj#;}ZcG(Befj-d( ztDzN@DDS<}N4{n7T}!>CS5;XVs;75#MfN|2r)8l{;42+C6L%r50UbA$`=~8>!_#v5 zfU&03RX*WS`|6l2_r3|&uQ=!gAT5T9@^>2_#??<>*WNZcfUs*idM!U!)BP@e9q3sS z^LiDzxo2x4H(B^Cnfra#Am0!?__yZ3q)uX6s<2e4JM8bdkauXIeJmE_j+~U5It-;= zU9_=Vy0|MUXRZ;rC$MbLmWcjEoZre@j6U-;tZS%iNXu_XUirGMRC&u_UC;mZ?i?n6 zX(PTpt}R$mUBDd{Mslx`l$(m2XkdeUBYvmi7yXElYOUA*x=)oE^v=Zwf?7jOb1O}q zW;ztge(^?~&}#3uzS42AIR;?qdt>Fsi9h{vFt@=?-q#%R*@}wfD9>-)&abjI4YyR~ z7YTemN_AcsSrq4A^AGl}=&wIvOh09Lm27`(!ch3n=Yf}3jt35{hTt=le{^eXdh9RT z5j2!RnBdI=LP{QT)_VSgSdua_zFP1(wn%<@K}8CRup7ERNsSM`sPKE!2J%TJ8Ut=g z_qNt+aQYxGDIon$v{yx_&#%n2hB7s!`=r$8V)EYZ!G8?OqEk)JTJ+=u#NS$9b62v@ z3p#-6vo<{w43cpHdq|BFTo#nM;yw;ZTyKOC^c9H~JFIO2e{hdu84E2U3H!ykYk;n; z9?L@wmn2)fsg&3gP0ulB*r_JB5;de)vdjyKu4po{11U}FtgNwDR!Mf!sWXcsS zfmpcTx_pHzc+Xm^JvXhVT)9gDDq%f z>RGBWj!Ep;0(Lqi1BiP!y*k@!LzSLTe2!85ly&(Lj`!K_CB~j6Oy?<31{U4I8~VaDc6V zU#3QH$_?^O%)^ySN_egpo?VO?)48HW8wW0=%OOB{@rmOwwTklZjg3l*W7*+r38lX~ zJQRg9(S_hz^DkZ4Ni6jV7zkXZTB3nSL}0kB%5HA06R8H+uuAmJxXh zDzJS8{}M51@M^XQX%iiA#Q(7E(|^gl4^Q-(ldf=q3Q$ zzl}r{9-CYarcHL;mhBfNXDs&ZK|@lN64~M7qHjO?WFm-}+z(>e!DNEKHTZ}SY0W!_ z>$v0sU|_o`E>N&Mqcd`(2DwWjCy=F*7XT08o}yz@A&mMRMPXcTtBznZo{xw4bej9T50EkIU5ZoC~QvU8)*fu2PIVwZ2d>bfha1ZP_SvH!>L8gZRE z*EZtXJ8X6QsSA*?N{+DUex4K2ivcZt@&==reXA0TVvkj+MW^js>!Uvkot$S-GGd~@ zoDzXl;WwY4CiZH3@*L?tyIpsqOkU8or8nJa(l0Wwvpp!zFsQhHwt*B10J^>Y+ML(LY}g~Sk!jg&< zmwLu_he8EoEiDQ86PnjV*f~w^@V9);BnaWxAa}pN;mz@%^mO!DB-@uP@+MozS%(Xi~^S|t4>@>RyEocddU*)YV_O^UV4kTPb*kfEC$H1p# ze8VAdc6Wvk{>M-b43vsb>9$1S?v6YWcXnv6DRKGKP`lq2mH?Vi0xxfG0yf|CP-@tz za%c&7r=g4Fd6kg5_r$($vlua=6(Phop&`0eG9$jovC&vm-InjJrf#c#kj@cQ_{{-iI~N=DC&W9L2goPX4i@Q2u|W+Cp+DeR zRJh29+f9D<3(c$ss6F%1hr9PafLEC3RNe;&<%Rl?kkq@W?c&#ASCqlJqgBd?S2vFn zUA`(rnQXnNTrfwfj^hnz20K;@wP8w*LT$1;TZx{FR^OV?wUaF+va<$i$R-2c(<^Jf z0yp&h&btR(X9c&jl}xrWflVf?wB~g;9)uzxoIWsnle)IhF`{I#a3*hE;g!sBqeSLk0IDq~h1pWT zegI6>+tfQ}%>$FN;-4FaYT#Cblc^4CZr|)uzk5Xw1v^n0pk%2Ga=ZQMcqfCh^kyg^ozsz(iRd_4L$RWzJPf zMu9-C?;iVwi`PbXJcyXmM%TXUyxX+>x zuic@CdE@LSd;P<-CmwUnjl$t|pcy2QJc&2KF~a-lY}5-2T2)wPmv`nZS%C?k&o)-a zGKyq}sa7rA20$?xDy=@Uxql|s^*`lqli~VUy(j-3y_?wlxuxY(=*&swWfSk9gx~J( zjf3uc1nphc1X!j-d+837f)5&&tku4BFBXZF`! zQ%Zmh;y;Gb4cddi64&(PwmplMk@L1oJ`j(;bhet|!_Tn@kso3};@0b6-B~iN-XakKLu4n&w5In`%`mQUVR)eF}WQ zE$UnDd7j@i>)5c5sQ)n($RnGA3)WJMna3p)0|rjAmh34{Wr0K9_2f5O{_WR9%t=}Q zG>!KXilOr0Xzm+Iw8C^O}{vWJq|ut6r_Y`@<=rFW03vO{B$R}*h^!IQ)tLPvwrF3vsn+G&O9-9%g;T#KqPtz< zR#Ozqs)-53$R#Lk_&_ueAH~J!t;}rX?@EeW9eL&cnO*Y8gn=nvdEJh4ng>ZKosl-A z4^~DwD#SV75_|S~51f;_B6vFEGbg)Y!%x%wTCWJV_K7jgTNMzYH5)V=eIgx&Yyn7b z9sIeu#$_k_sd|u3|I5io<<}I6K5`oeC10)Vkyyb3Hs+kb@=e+=+KE|`V)_G9Q;``m zm)5u>7h9$K@lOC5Bx%Mzrba7nqJ+&=TYQ{}6tG2fU{s;a$4vRKb!D=Oz4@H6Lu37do>FU|UA109KY;SHGa$n-i4xdxJy@6%mH!wk$ZHG3-v^KGm&2!&Bjm>WRCb z;2J7vgazBc({~|&mFhEMhY^?wGYSl_Y(r0sM`R0beGhhi*aW}Z=56PwBXD~%3OKC) zs{i{YJx_JiN(LSfVogaxv*DzvVYUf+bDlVVq!8%NQ^?>I46n*dL{RbDn&|USr$+FF zn0t-4YnYljgG4fAFKr|v2Sl{H^(t;A8TB1$>MQhJ(rG}YaXzJ2t%_WfP*}bFXi`eK z#0Vf#c?TJfS$RUb(<)s=sk=eOgZvYOf;@@a*MjY{05t{C@%^Gp@EAh}={QPmkBkCr z0ai+{&Iij2c&_TXml8gFUQJKsDUuuz$kV!s#(%#^`tF}!!8qnK0I^Iew6xz<;6;zW z7j59^80*-QL{+6Kh9opLvgNvd@>vhI$wA&f7osd zeH{$1(sr+`3615=?lpqywIUbSpXcf-XILa#l|j|I%mf8m2S1D_+r0@@H0gZ1QaB1PiiW(%TJ63nG z-LqQIQifMM+Fb$VUCFR4NxH;7#m7V<8|)sU(8;>BD_Ogbe%?&xB#_2&*t1Xc>;Eyl zfjRAU1nkg`7+Rg{LPrGx@vQGv!f~Ng;hl<8l4d&}N9(f?_XizC@5*U8ir^A~UyP6{ z^aaoxG|OLpwh`YmqX!MOaBe^>Xp&i!&Q~sd2}Zw%c$sdx!LN_h#~_Q9FCbR_~Z~;8((8-B@rawa5^4H#Dp09z|54!_gw3$*NGn( zZ~8NuDZJZBwRRM6G;QA;OkD7c6dW%5q~9+Y_G``dY#xYuYdehUxsMhncVW}Y%Fx>N z;lWKv0EhU@rAuEzRMt)o zY>BXmn@SIdJP2kk%k7?PJf<=V5ovTbGLCsH8z{R#2!Q_Cpd5zRT{%wgwpi=GQJi5kO#k0Yf~$$*tXa6y~SL#?pNkZkDK zjJ{w@#|*qumL^iLxxP03WAnx-F z$yf=G+1U<*Tz^O<2KdPknVs$5EGj(ba=y>_;rQSPTZH4VbOAB{uQTDrmsje%?EKW( z<5;;1i$XYKZ`Fp;SOaAgTSf*7zh;nCU7Oe**G2*P4&mNQzLE~ z!Rm+b^&Ae!?|nWZ)TlDq2U`WTYE#wQJbJ+mJdkO^;P;R|^O_^(3oV_PJyB<6?UVHO zop4;k3~E+o=tk@NK$U|`63Z8_w;!@AugZ=~)_H%~JYd^fm-ko7v{)A;$Q@3C)1=|Y z8cI#H-q4bm@#>=Lp8N!jwXcQG9vxyIM7Pz3Sy-((r)Xzn60*+w5{4Tx{$q$d361+y zYgMcC{&QsLM%?V2CDv(h(&=FCOU_QTrmw@~)J_Td;L~AQ@tkozE?hy3B~@6lThQU| zKG1MVKZu2s+9n6kzTI6PO-*s;%_Sqan>6iH_qyTjd_x)g8=V9m!jTWz*fv9J|EI5! z^|sGngA3Gpzi7{U3-9Yr0%t)K7OoJzw`JqZVj8j8 zp6R9_SX@>x7`hH3{f>1#lS823_=O8)<{ul%bZc zJ;qy4JucgQ#{ka?=8gLa$SqjP9l!A1?|VH9IScQ1@0F|AR0AU+AIjc6eAQvfrn$kW~C&Zg12z{3;!m zyWRxnAKmcM{uoy6hcX{W3O?mu9sk^MT|!!)4_@`!VUW@PGeJOA^*G}rvqA(jS=A=j zelP31@rMo3alF&O&8?cI5vxoz9;uSavWLA7Nt2Bv0PfQ1}OTeK!hy%wu+mP zW>s8vM6+5!Q_4|P>$0OA`Z=^jD#xV=lTI_J{XJf(l0O8$P4zrX+X><4qDbk-INA^P7;T^gn=iPOI5@zAVCTQT(Ef!6GyJ(6v)@S( zArn1^X;v6979n+_xhwnMoaNXs#(ONUwP<8Vzb}t5chf+y)SH4kK`~yIc02I>>?cFN z<8>s9gy*cx|1{Pl==~12;{6KcFsqz|yM;t3@cHNg&DRr7Mo}k)r^fLgLra7#C<>!P zIW|)UW(1x6!gT&z4f!C%sw*=i2+?6$gNl|HV8D-2| zV(z+SQvAX1q)kS0`VK}fW0R5_Xii$MBd4#2+`Syk71@&6`rTXI_stH>S!eH~XZ(&i15A-{&t4aisc9c!cx@sYaxYe&1ZdOxrV@c>O!#|qOnI7gk8iE9uhdIw#kA!U4gCT(f=Cj%K`4ohqgs!7XQ zqpY2Tq~cxcO&S^A54MM;5Qv`qX=QF;k5)8OQ>deyV{+@MC5+epZ2VzcV1`Hlnt*<+pr=w0~FW= zmyXVH9J?EKgvlSEUp{hyB}gSZ`0OUT{UP;p;r1QnkTZcIx}%!Av4 zh;8n{t+nZ)IAnky_pFsj>vS_F&UsFeG5TotE!WPY?d!W#;me~RVOk?Qt zM)=xW+vk3H^s(n-k0tAA%Nfn(9@cyn1Q}l-m!gv0)AB3Y&!?TT8h{}9={z_2xxv>S)2B3o^yN)~~{4rT_L4XT8n zpENE!K^{7{o;`VfoExL%H5Z_a;68v{q<*sf^Q0+uPyN>sUwzqCtw~=f7#T@R65YBI zRSoq$9C;iy#TCdTivp+VUXDC$ENGxNMB8=kNj*ER+_&#)$`WI_?zl$o*2 zjx~0LI>CHUa^QA24Z^qoMuD?5lZ8rDh5BaKO*i>$L-GeP`b}&)`fF&Ah+8Vb& zyZ>hgHCGjn0FS4AzCob&jOY@na@8xzZVm}B?47uc_K#)1NF#aA+~2&y-yaq)Wcmj) z!nMU3@-jj9Ldx#R(-*Wnd3PrMne}R5X#8z^lx*a5cUGG9JC)=GZ|D=(nCDJ!wEJO9 zvxV#22W^K?9=#gI{&T-do!Qt5N&Z2ED4bL&Yon@s=Kc4_iLA-ihirSPUqWoos!2jq zLY-5QuVFrO50RYIO{W?wD+QjOzq^d@;mKXGL!B|DL&q>T#@6eLI98Ru(1NW;${fbS z^numZZfVFZWuBKfMflq(|INmvP?F_4YtcJbe+zOd_jy?gMP=VCu0mNIT@z_1w(%&- z(1sPYQIYcOhghKtY2EG}mD(5-QH8w*Y@3A9kiz$_W2&V>o*d~XuyF(} zc)crkm34|K&mPgz5`KI;&`0=)vvYr?a=ZHB_{x<|GYQoz&k}8&9F6?ey$iNb`BsUG z>!vZq4>4o=`-*3ZizF)%Iwj+K&|>YrXY58Ui{uAjGDiC!x5#V$N*Mk7z+X;I4bzy0_1VEyzXslsLDjKmzV9g}y2I*ef+3r{?13HLRjqO?Y@KP$LOst@I+$EKiZvei3Y#`N7| zJ1#{uD6*@lXSSw!Yb&TWvg+^VL$gmS3Kun4bb3XRd*gY!HK?Jh9&2A&Tq98+e&}Eh z+|;KcR^i1J>44Dgpifq*wX2Xc^o}*uc#-dRM;-8no<_Yqafl(V^^Fe+^c{h}1NdM9 z&`(Z>h{s}RuP9PoyhEM$lp`4yYYIg5#d{?sR$Kd3UeX$k*Qn`Uoz|ys;*$y$8^U6^ zZ6o4;FXAF;)6lb7$ORlg0Of>rW5bgEcpdu{CH?=8NBG z*O@6#E>K&p&oQg5*jl*KmP+*meV_qzu91ubuL^WG7Uo+lxc^r5kd9j{4{>&F2v3v| z%Q=d)7hD%@jj4A?+w0oxUu`X_PxCTTeaNh6S`*A{w8(CQxm{YP{L_`~bpf@WR`Qo6 zZ_e1LoAeqG1+Cb@_ZbkZsIk7OX?M=mDEx)(lqR`zn`BE3vj-)a;pn2rP@*SR)52FWZlxZ+=u=-xBbGh>cgqAa;sA)*QvBxn`OdFOzlqZ0ou(evzH1$7MvenncF0ZpAM5@)wJF4} zHul#(ic6YPrV*ADW}aUii!VD_%AmzR2cPVJ!SL+Ync zK~W9n&rCelFt&83_@sIh{+@rmkL;!7ZJReVb5}Q@cK>= z$sf!Dd_M_nd*>A6q_=G;r(&}h!pE&U^haX)!Tit5tlu1o1sy*=hE6po`&l?Jj%mD8 zI5CBO|3(~BCCxQ!3H01gc5ej$5tiBLe95`*huFJlurvpl-^0MBS+Wnv^JH>aULQ|< zbnIZ%gw#1wHotsFXnCfyb0f&-1dN0arl{_dEs|m3M!BdadUHv^l}#B~eUhgh%D53k zZ@7FfV>m9nIcz23=4Zlc`qkH0E~?*Mdi76Y{M?#`Ce_${=|6^8F@)_X18ckRnl>P{ zKrnaLp8raC+pqrUDFKo?8&}03k?XnpR`8#w=S-lFBmT4*VV6st2LzDLbAQl9l?MQN zr4Cqdaw`?}ExlRJo;miDxRM>j7dIu%0)m&bAK$2y$UI=5c#4grOjcF#Ss4zAollWZ zmGkzSVNC`VSng5Mf=Z7QE9DC!mxj>3R=AlNtNS;ko}NUF4=M%N&41x088uj$k4q;D zt=MlUrc;kJsGk@6UPx4uC*x+*EVMwGzT6?Z`tsWM6FT90iXK7$=nurA<9Spu(&;CC zfo%(8@bc^jTxmAMm*Nm`4da<_E*#Z82l5IoKT?Jc80b90VzM=EyA+#@B`BpQKTuH6 z^_Lk!y#<0pMUB+5vJP^JegL!o>Y-exB0#AjtrU1_MN>#^130EboBPx)OCpDlo4+IZ z!v4$)JE{5CE`qjJng3Lub{b)y^_>KYa44#bj^)Mc|`q)C)w70p5+|1_E2}{ zV)nu%KRphkOuv6|jW#NJeaU9$EE-7)?ZHeR5KsYjrpl3=kz2aa73HNJugl9|JwfM) zJ7pV{Y+)r_#R=A32b+%A6_+pHg-1R^Pb;jBXa2(d{wFY>lf_Qp7gMqqVqN9-9#0>0 zoVygar80bXi}~FO{x!&bd*aIJ;R01?AydAk!i5zU)>;d9?8sBx(9qCe;jTqwxDZZd zcL7(zj+#Ie0N+V8*(okQlK1=l*oNQPIj`Tg8vmo0{?yFaBE2sr|&{8`**&&HK(a;d@k&_*&@H`tU*{C?E!{}|#zMfU>c!5{q$ zCInj;TWm!WTj>uY`km#*jV@2#SJnm&4&)&v4s3`5HJNnDo%j;16W;qJFWus$tAu9f z`;$|DEF)i1le@Dqv&@|H;K`)y&v(B?D21gdC74seJ;LG6&=X&QNfN>EkHuMpeuh!t zrr^yDW1jb_jDz2a@kFw~=D{h`I=a>x#WCK*$RBObAA3H<$9h_O`79rl`kIOQaei+L zx(diUA8*qvV?riVKmX#R6K$77M)KHnyusQ+Wcy`Yy*~V4(+AM&KN?ZN+MsHcFN?@q z1Qwd$EMJC{w$xUf!jk4q_5n_&?}tyZQ-5i?1w94P?YJtr(ni{l$i@^ItwSrKa-0go z8V~tL4;~Wz07!!WNkW<1lP#r*e8+)v@K1Epb#9@UCN_#7xOV8rpoh#7e6^-0bT*`qR% zDS-=&?rnt|R~`JG-f^D9$%lD<&*%WZn^snbe}|8wcl7vt4u96~YyvKYW&@oJy}?b} z?v>!K8ZOA4<K??>?x1FkU%qW`q!Z>Ppl53#~j`;x!-i;mS1*5!%j=632F64Fw9 z#pjMgl|^f*1-UlBvVM+ZaYZrh=*6Ot%S}El9(W%fDLH+w4TR;c#4(&di4=X(W{Laa zF%>Kusxyb&%hMwjA?yUe7{Et`h%;@tFPzDB=!)9B)>f*eEIqF5bbQTw z1bSqMK7=kdL+O_?D2lB$7}=G|1x484t=^-$E23FcpY}PAR`acmW$z-BAI)PO~_CkxB8c9lZ42EA}Z!$tK8Kwp3V)!OEC8e ze!ZTLyw`I$$pHTMWD|&Z;OC=~7tRcRsj!ULjcfsNL+(wh$Tz8uEgyr>KAR8;JnaT@ zaRU+j3iyN<5eG%{JMq8NM@nR-h=W8n?x%sLvWD6RHG~cn@1Td0F?M3DCc0te#4%hV z)O-=Ihj_#CC+8RBqF*41!kmv@MBaF0AP228)53gtrPEPR3koj6-hxmCk?rE2j=qwK z+}oerQgyw&REO+>|KR6-0x^-VM-vDWaU^lOXl&tjdlG5}LPeX@xzEZH`gBSO2-8(-3y8pl+Q- zS#-}9ZwGR~BXub$hs%C%4NGZ>u0M68JnwtO78evUqC0Soz{KN?sYRzE5}zemw_&HR zEW;;QrsgY8DW{$Dn`ortFPey*r9{*raYD@o(k~oXrtkP~W^vatSYZ}hO|5@3Su)ksjIvT_XMivP5a1Z8?qN;f^deB2VW z*@HIUNQv&1u?H*UBye#`UyI?#C9i?5&{gJOW+vealj{1%Oa7#ByedW`?qNoOtnYYp znq=YP7IJXLTakrJA3o&iDcksP$n*Z|A2Hqx``BoN2ZVYL`5u_4BwJyiza=fHLhW^r z&)?iEZ}vPK3>`)^DPSF`;L{hA(8Hn9MBz1>DfvVw>h5Tk8Tfj^;I8OG<#mpth_jWe z9&^icgC|Yby)-bg5$z8=&Oq})=sqCSgzxk*m2_xAX-XG}l~Kfqk-T=DMH^<oC#B6$HK40rf)Nff_ovp)OOBQQ-c>S(?1m+DBCBv4xxFCd2p2-696=oQ@hFovnnPf42#hUJ;+1GHD>< zWUZA)x8Iq~N=Olwd3TgWqlZfaE}ZNo4mZqAYLC*Oqs?H~cp?+qhn$8&AhjMlSn)US z1%KoMrm;K^T2Kld41SXjh35#6jIAn~5DNyd$~9X|oK@O@XF|}KNaJMU<^jez8j1OL zXC+nGy5rxJtg%41h-!D`GEHL4=)-{tS6&?>5h~<2cvgnE>Dw$fvxW6^xY^DfXO3Qj zyoJfnUyMGLr|L}h*+svin9f`HT^*KQx`rq=P$kDzx6s>d*&~65k72l0Mx3iJ4>yp}omjZRGhUZ@wax42?gUYU ziEDra7Q^nbo8Z9tbC96LB!zoZe?!@xt?S8z3hzKWSfN1<-qYGmMUy;d-$^InvcI)| z)CcA@)gTXPJk<9MQkv&?-5D0FV~Y5+WVe9<<6h~1>k?Gv{0%IrCnHHK%YuJWivJ$K z&dcv?pq?(NjoGMPEQZjSb`UY&Lo5HS1d~_(MOo3$oAIYDb}p$;-K(_^LqXrnEuLpD z_mC2s{p7rb4r=c>{Wb}mcV?m>4n@L8^h4EJEZb624U6s#udbM#$iIRv;@N42V^yGA zx&<@VHlYm)v6U?jN^$_9GUV-9{^JnVh0GVb&^i*kp|no#9|n8iG;Rui8=``z$hTqR z%BiT64&6|uSIq#6JwMtLl^r+jjI~@YiZHSs8YX0G@+pBHJS*xp4zh4fHKV2a?28}z z4kOBG(#|V4h^)dXPRhE7gE;6!RdDG9s`t&3xtL^~DgI~uElQR{aV;a8B??WiRt2<$!5h|ptCIlx?S=O=h+0E`n@oHH(<1tPmeHT!(v=ryJt83EEGyWxFP?L0Z&_ve9IL6 zIyJq6y>8O7zwR%PS?s3Ih)fKcjf(_AXkn^ z+Z%frcprlE0DqBO&W0OWl`J7GqoljFaJ{(#9py4p*O^v{7oaC$RSzVlg$DaU~B8P*sQiR!=l%kJ>ZHY5jN6D=!upi=P$lik#0**!|69y zCi~XDaKxPYmHin^k5H~sI?OEdoBJuW5#V=f69Ul{{`8gVqdnzSY%Ok+wkQjl^+1iC zK5+M15SSn?EH^hLxSa5R$(f4$p<&1CB@*)n&j~0X=qW-6qyqc#K#!+|T+q>wI~zRk zSTR>)k^|}S49o%iv%gYm3D84yJO7pOKib6(2t*5TH|bFt+q_*-_s7brMZa7( z(OPv-8v}%6aPM(lHDdA53vTQsi zIL7)B-E;+AVVimuefpFtMqKWFrd-S$6q(X2CYfY;X#YcNhrcu=#CY%6Sdgs0edh9h zDUZ&rsvGr{Eoe9{|ErH~jM2H^D5m2+zBTo`Uv$S~hLO$BucF@aUeQs=vM-N%#P?|P z`31$oT$yY=2F`XdAFW4B=?s>(`S0H#{gKiu2H~DoBXJ$uDuxZGRM+m$ z<{oDAMSnGe)D>t1)@@eR^gZFW3wVu z(PFhHnfoJFEvh#g(MiDqYY;QUZy1~#_-$zVJDyP_{eWq_uc<7%qThd z-ovq+WzjFV&Q)UDPPds|>DB|DU!IixP|R-rP+4K3{F^YZ%GRD6%NlMb($jfozocO` z%1@k?6IA6{wvFo%NM=C`Cw3cb#q9HsniS>(bKs_KFN(1bwgVm+ss{i*Ehhs$`rt{$ zBuuT<5>=k^XM}Lm3WhxOMkga!&A-QKi&lpHz{Q>w?VFmE``KbcZM>#U`X-nAfPO!T&1u-_`PcHCxSWE1A8QKkhT|?!Qv*3lwO_ z#tg$^b4T`%uS`0#h@cz~`Nuk8NCJ0i6z5s-LJTkh1W5*o^p9-DF7F#+!LLO-e>s$A zonb;PPvd7I2|C!VwYTWmAkEgPyLLIPM*$MkKHE0h^(3lk(5ac(7nVO+SAS1^_^d2K z>URpb6ViKKONkEZZ)!;JPE1@MsLEl}Pmgc_fGvu~r%Vy|O+9B{{yx`#i7k33deH>M zJ(^QhpY)_O_mRJn`oUo_phnAz%k9oif!2w^uMY-vNaX3(*Dhl%yCx8J{8C7qOLXe^ z6mnwlM09a%xu$Wa^;Nv3g5(Xq)w+G<{}?hu$Y7o}`GLH%$eEY!K4{T^9(0~D#=EI` zLAb$vc55}`OKEXW+MOR!q9Y1G@I%%=xSX>{AbcQG=r9!sny+b6E$zwvTOoHx>xObW z;nZB|!U?e_>Rk(te3lBA8JNdjUVGv&>xcaMzL?*B-T~}%{gZ1~5#OIH5=HWxavJDO zU7%Vw^^5?#8y-#C^L#;jR*43Y11gz;+@%#iV$hGVW`|0sv7KvCsvQbU@sKLiwX?#F z1A%MP+J3@uoOhfO1D*rdEYj%>dOMD{j^Z}^kiwqIOwTT|>G6TOJYx#)kZONF2@_-D z@2DwxpDLTPC*36>Vn%W|MfC&3bLlJEX!g zkx@S70L=@}qAYo1!mt<(a+S%jyR6yz@*CqmAMWI>l?lRbY37T4O_a+CD(fG4%T+%; zVuzJ-lbzSmu<~NZ{=7@c&ZKbW-aR`bCe35t;g)46j#?QQ>Na;T%_L|FZca98&uvg zA9#T2d0oaq1uGB$cv4OMZhuEgnuyM<)w}Mee4Us_sXZV$6Mj;C>C_{Y_A8r;`r2nA zOShaoHakNlM}vl?9eYfsbEL$kZ@mkokxO^BW1W7ghm()u3x9>sx)q)3zqK&V`S5;^ zd2Q1D=bQLW`EQ}>^OLJZE*!7s2)u(8T>>w|+99Wr{;SJ;g!9Bym&w@i?+civ1Zi|* z<2n45bs0!xk7WC_NR|UTq`|d;tHGTw?~|>ubS+=;&}(>De0oW)>tXHq`jaiTvkzTN zv)JbVf1H0hT%phKVg9$>$;pQkTmjzi0@*MHu<&EYShGdF`oC66X79SOvr~;9{+MQp zJf3mp`Kc_NY{E}mRqmM5@Wj^>t0ak1s4}7R_P5fv>dC0&sEpM2(*00JZ$qz9WXH!^u{F)*cXPI`i}I=WzRJyytJf4T zm-ek_mF(^h^dhccLKi!}CPysu$;bEID~l`MJ#!oJ_a=P3U{=%Qt{xz-J|BFgttPYV zZfx$fd0g%R=82eI^uxW_9EAa$l#fR;*$t-;a${*~`7RDAS|Myj)?(xFU{O>AA0pGI zrzEuIjOevXjNi6OuiT(o!RLJYu9aRQaT*V-+3G_@UqS0<-Xmq`FOSiOyHuc+a|ypu zwAk*_GV7W`vAi=NTK|Et#0-B$#M7ri0#l3Et34MQ74Ad%9@I`NxE=4=GlI5aNM|J5 zbGED37aTP&eLqUUi=kJ7Ikl?ww+oFFOQH3VrhM9YLTsy$n>0JgW~jMEJV#j6VX?_8 zu(QLPr49HBP(N|0$i7t(I!oGbzTOdRf*XF2BD|<^9DN+qhW6&dnG)T{@SY&-I@z7H3_Nlz3NSThQXw=8_$SC##==ps+vxd6k? z^NxUVa6SK9rEz2hEKfLH`5T+%ANg*0^5PtC$Yndk0-uLs^xOQKIX}<)ZQHIc6Imz% zn!4oZXcvav?R&ok45M1|o?I_|+`NKBhTJXDTv)31JH|}he%~w?Z`%VHfp3?RZ`=}< zJ{N}K1%H4w>eo>N7NN}-DVB2YD=l^A{LQ=OSqcnV8jv6U4_#*&*5v=ceH0Z%0a59g z0)n)3Zz|FP(#^h#fG`?q*i-}r32DiRbdGKqjdU|$bT=D0V9fja9moIa{b1wiHm>XX zyyHAy=S)>6shGLqTur$xTg`XAZ2(IdzqX z(5u+dl(ySxe{onacQ_RGTl4N={8N%I2+$q+2CU z_q1?S}y!`T_={=Pow z+(ujPSYpW(D1sQ;FTlw9Q=C~m8Qb7fg-x5kd?2U@c(A zjlrNj=ex5ny>e&c&xb3+!hZumn<8a}9h^8XK!SlR7D8}33j{mpJ(WcWRRbH9tqE%X z+Ok^+U*OdJI~PW+P+YhOkRs!js$e|QI8m}6JrNS0nLilxJA)#3!-9ig{^d-Yy^3lf zgz45^^U2nwqWKI$!VY@ zYP=a*&j1EC}+5FO@||K5=nn-b3Z~@gm?9Cn*u3fmE?m zONpGlx9BC2(E#zIs8I*(F71}m6Ytq4X!%cBa>j`E?Mkf%vuwMZ48os zpfKo*QD&hsY`jXP&(cRxx~@mBBX9<2>`k~J0ZqE!#J#e|43CAR<(c#QSIm;VcoFdE zApvPmIGh&~0M0C`2R_^}YD`%%$^!kf30xaIvqu`aTLL9$VTm(obB+v6z0f0%!ul9@ zTb0F)OAg+WnXZF@>$L;Sox$_Z`3pyvXKwmEa*B_nOi9*%E30F{{qFyQyD947y%*Y3 zL`XnDxSGea2%1vRO7e-EBmbo}330+d4q7QOTe1zowj*dhrMR;QB;NOF58t0vBULpl z^>wlH#z2y)JFeZpDeM#kgX7HYUe4<_&k3T>*_%1<8cOp>{Lwgij28-IEoE$5AqNGi z;Lsh2>2%HzwfdV@(f`OsuwNB0ME6(@)%$Tce@{z?QG8Oe<|V{;t=DRpr9 zjOx{coHAX}V_@Of0GLw>g;Lf(Ao|qqB4npZ34%*0ia{gdNBbk>7Lt+VFM7tiW+yr{ z%i$88dbGNyZU~=qPZ9lWOa0aPsJbC6QFIvC;7)8Y`(8aZMLRCBf$7?eXMjB7?}j}u zwAJ;^CH~u1+aENmsr!}AS~*1Y1%@o}P6c_0Ba(0yLL$)RJhDkGP~dZF=>;=aI8|5w zBRgx!kqZ2@H3plSshNCY_QWM%ll;;7uR;5bCBrX%{WIXytGX|Uwu%Ed8A1IV>`1Oj zG4YO^4*Mn2?sj2>U2)1~uU^b_MTfuDC7-wYHp6soA5Ej4DCRTK>MFVNic*HFtiJw- zlUA2pP(a2q*W5!yMKVx+G9!{;QkNzr{b12@#6yl8DcYOfnn-#(5H+gm%FWEo=bfFE z^tHjciMcIA#Zc&RO{AK5ewMOx6WI~PN|@+vD!;;Y;r{yM?}Xk|t3ZV7Wc2jfU~RUNGQ7s2}2uLnrcm zPF1qC(A8g47V=HQo|U)_m7%SK84+zpII~?h$sHuk?74Zsfnc*Wu`H^qdFCor-srS} zk->}qv(ND|S`;8J9I#TcEH_?=4_u~sPXBqUMHUVJ58g;iz|2Fg0cy*FDVX!c{8FZ`F_ zZRXsN53go|(pIB~9)otMwXU6BN52EJ*?;{<_QqhAdI?}w0L7hRGb0TJ(Vw})u6n_; z=D{NMz0mfJ*;Tl~;rWD`ZhKvK?za2JG_3QLh*pn601ZRU=!)zo0Xio1S|;`H6=GN) z5CxWKCD_#!{qufwq)C(m91?F?Gchx2*uo;Wy5V6NUF`Awkt*GXt>8_SvV&xTuS~qL zg2k0K1zq&JZMjyr3sz(xQ4dy(E$AAcYInn_yAXjJ?zy4^TB1xOux1PI ze$4t@egkt@YwS3j1L-S7#PSxh^IZc$3POW#Dh` zKiwUrJ_(6;d5RDn;6IfT3wLIAP6wzuTn89Q^sKqfh_*&lC-g2CZoTIE=2>~S_`zko zt|IvYuG<%z{MJZo2QQhcE9MzfL8Q^X_u@${+o0VNfzgs-{L{rmfav_|vE?wkWV;bE zTZO+ny5=GgQvO-taCwZnwRtBYDB!`z2P!VjRvL#Y>A+lXM;}>1(eVsU@2@dN)R08p z`kk!j7)Ak&lLVhF-XZP`5fRHKjhf4qRWcq^r?KvPYz)OxN7=j;VXq|9C-B}yip6>< zxr!eP9}iVAW&TD93?R1+n&{7ZpcNpMGGEpyIgN`(;qJ32Tmy^F~WnOgs|6m)nElOIBJ;ZIF&sjbrwf+;LcJ!FA8PZjfFr^Aif) zEIXy?zWmO}Q_F$+f-UCx>%%J;4@~Ws4^c12So+F?rpg;4nQ*Xif2r(%`h$Mg%i8mc zz07pnNVsYo=NvHsnzs^v;uru9ddNDeEV%w8mI_)@8NMQYz852#7;mciV)Uc?SK~DM597@!fZyXAy zhjN;FWYZ%ch)UaCF+BgNWm7Ea0fKs7D7omBy=UKs$zM5;h}$EiVxXlWbkzB~Los!{ zOMTq)KHIYJLcZYe5}Cj9R&>Nm_#_6-)^wHaZ^!d(Z>b6pvz%uA8I@M%d`r#ZBt2s+ z!nmvCWlh+Q&)S-ZNCsT!b;q`8BT97JY}fv;9{K{_AKCGH%t0cN zmV%_?hwCOSqc1$0P%R4~h{Lzy!k4!JVZ&x8YC)L5K|}m=wiI>Mi8$W#GbcoS8%@|) z5e81me`Gu=cx_Uz5nx$4F6M9Fnf+hJ)VVAq3~{R4sQr&D+s+bXregK{PZ-~40RKVu zzZV~mrS@cYPTczECmhKm3mO}?tuj5BkFcK>D5c!;phCb@{63;OHbI8 zQ2ULQz@nR)0^MYer#i2!m_hsM)qua2AGg+4!0D=bbW4 z-!3RCf%xuxd)hLegUQsR;zmcVh$_yTp~sJA$D9Nc_NSK-4IJ_IlwdwQsw2Lc&{VR` z%(f!YVA=dOJtEy3rAqL^?;qY&sheHvz0SjCI86V_a(t|1dKqP^S*MSKuNd<&@{}T5X>5K8dz+t+iX)yEK;D@vnTL&=b3L$isoZmOwiY_}6O7Z^%X;Xmb zo*Qa?p%<*EA)wXUfjl7qx5dz5mShl;_$d92|LI#qS3M0)G~*#QSI0s(;!pIZPQ>rX zSZ#|{$K&EX*@gbMKM0fTDLu>ej$#h9muK9y+r3>KiB`QKJ1s>4S}(GV@Wp05@dinN zQYv}e8EzDf{=TH7B=|C^eqjCYnp5U))Qu}t35G<+-N;nES1G^2$cfyt96-$%sa4io zYVHA%Fmoh93%NzF@4wK%yz^o;2-J^p2$-t#xzk_|Y#LwTe|Sgky;GiZbb?#L@%!%P z+bexQd_tHz=y|&I@o~)aBF32h6o;cQENn zG%>Eo_Q}s=*ov0pi}C36Y1ZS;=aCfe5q!F}@1|CA&Bv~FzCyln-M4FBx14XEOisP< z4f_NY*$2n9s5m@Z;W^3Uajo$(_sCDzEQ0W5`hX`_Pgmr}OBFO0Z9Ar>BqMw{GI<9o z!~pH7EmHl&`@of_uVzdd6(w9UbLU2M1=shNH`ooEtd>;v*qlA?`8w5cs<_nBS~y83 zj(KH!yu)iOCT%Shnz;QvQ{8{wO^Nl}2y23QmlY6uMTW*Pg4TsaK_5&Q`l7Gt7N-U- zNH|J32HKbYBWte5Sjnx3m6oNMQ!^+~tDYC?&YyYn><0oc?VwV0^0MP_QH%rA<(xv{ z``gapR%F^mr8G{`WpxqIwgTEU(AX{`t%gpt&~o%Wr&k(Eo8hDI0m2omr-suTIskeKh#jO zE^~oNv4hgC%+yBvepaag($(&I&&-pQ*#8q4__Am5V0bSlu3ApxS@NOT^M=Mv&chmN zwD-y(4;|QuJ|wgO7oe4^xW1$l{D>_ z^GlsI$F7CME!CTP@fV|EkdXA|abE+nl>v!J-l;#IAA%$pe~%86n`nSGUapR&E8Y6c zY{bb{ua{W^s7oTB_xHEzQ)eYNEY00o>9{yaNU_f-an4ocr1)&|og9(|N0NFMaGK8F z;H)E+eFJd*AzIkaxU_v{Pt^x61A|_+l3kn>^Nyswo_$kb7!Kx~NBoEQ#*ZspSrEK9wv8xgu%Rv!ngtY^VkfAdz^|W;CL=<7KO-j`x~g-wkUX9+J+i_V3+RC2YmmOzZL8E&Og*nP$o%FW(~_t3 z^8HU-ctHIYuP>!mC0R(IlC--furIy!Z2Q>|9qbk0AgQWqkb|aNaeRn6daUczyGt|b zOyIKJU9ejO0konvyF6?mEcx(xl@MB@saASL;V!#&Dc!}jrM(y8u8rQ84eA$0gOFP% zetsY_0$h%hxhHo<#pw}y?OU2dlo{?I>~~zr`o|CZ{D=MRv@*-td{KzLj2s49=E}Hb z-~Cv4oy8R6p4s(JNp4jevd-V%Nnb4?oHQMjS z#T7W&Onp^otEsa5w86hz`~ym2b)CN6HYKWExm;cOJxm97;r_}(Eo5DnMn`88%WLSQ1F)!E5C|ArqeKur99-jnqT!oRV?|Bisqi!p?w_JqoVuEXT}58 zOB&J`qTr7ux_&KksY{;lWcx3a%p&Z(n?A(e!ybZ@fMsA;1BBlGS9lH__t+{G!=LR9 zS33YtK>9Fu0@Iszw%i>)@Gi}oO>9Q83QFO{D($*YtqUJKH)66Ro|XJ)BR!3r%CT|) zVy=gbd25H$xvbXBVvLYF0E-(OueD(0_u8T;Be6s&z>8)%{tcUq&(kx|yD!B9nnHz& zGnLvbCQDvi1qF}NVKmF=sN>TSZcw8|A7H#g0YdMf6pvg^vg!>x=>fNTbVmx3Zu=`! zX822nev-+MLXaP0zoWdw9Yf@6-vVV6N=AG__tTZ**DkbxcAkp=F#^GeXH0^oVgd~{VRUNy4h;y z`)fBRyG<53>`m=GVM#pY0!Ub8=pVXYJ}8;f4xcJ?`s`vxuzx{rh50iKtkG{ZmQ7;l z!k%SYD+kvz?|a`{|CxJ9ItrCv3Y98)zDJ zVyL&R<|ug=Hz=^l>qQT(frIm*l$PwqXb!A)Z@f@U%r+L;TNY;k@D!e}g{kCuOLc}8 z+a0QiaSTur&!uM-UKTjx;hMr0+T|4iL0UY(eO1CnIHp?{EI_ARCh$*1=@@2?KS^7T z>bEGDWZd{BvyEUL+TK31Rg%?m(}~=@aBl%CR9R@rd48PaU!{4JzES1io!Op zUDM?yGenYug6(CGE$PQHYO3Y-Ki|78pW_Dvo59%#|Hw!W0;C-Kkz2zw^J1(Fp!or- zU4at#moJuG;U5)771|B(zTHcC2af|#&)XKS#ug4sw9Yz_R%l0cWs3sQ1?`vS>_70g zp*vFa;aCS^^>aYFbDtGMjt8xL@TK{(US&saZkm?YfSv>`0kkn=dAYbc!`tg5*x`mtPbWJa!K%o+cUyY*{ZD~! zx7=IEC!2o}SS~52=fu6(IT~sk&BI@1bs-gZ2$*60Hr><*h2;uGVE5iC)6|1qgGCF) zPQ(L&m70jGic(jJ@yuV#dWU5p9$5~ku(0Wm9z~OFwv{eq40QyACR*31a zJa3`mLp8dH{)9t-h&!M48QuWf00o2jN%I72t6HR(mX$q0es3E+*;IInA#^&fXitae zT`C46-%c#k*FiohYpGs*g|(rr&>=?Y;vt5~x_#OC1}lX<<5svq7|W$VXQu-On3R&O zwN5(Dg9EFe54u=v=Vtv<@j6o9|9Dq-d07EDH?!UwOHrpcu}zmhs2Ak>cH+f%vZ*_*?C^ zj1XZ^kohIMUit>-XlQqmNvd90UY&LEAX+PiN||i9KgNmlu$8g+w!nd`3N&{~u4e4CBPfX`UB;31ZN~fFL-uPIkWpbHI(+BWCdCbPIS_6Zuf&=#xb2h%WnT*4hd+|kP zgtQzsXp3wmOd#Q~xUh#cx_VOCfa^aJBPtM3J&JWKR0bD5U9pf%%xx7>X-HQX9qd(= zd%3M}VKkC1epUSG0A!vf+#bP|VA6qklkGpUnF)CHO9@t1G^Y-5^#ab-B^AZV=FDK% zu}tPT-%U&+V)#hL^S?KC!bW2vMS3>>l)|WnU=p+959q*KK(Yo;ZqMXhpF5vtz`s zV4cm(O{0!+32IN@>dUa+i@fs1teyu6fE|;n)THi+qhPQ<_44;TIj7&J`8o|92`yO6 z8W(JNB?|huIv({2AVq8+TZ?Trf$Q==6Nz=T|PAxGmWg!{)`gWq;p1Pel&fJee?$G;2Uj@Zb407Y7*c-EiE0JC&(^$!NwP# z==M$D>@d#yIK{U{7E}FpG!u{8s((8jT+EP2JCp-Ef|BkI(AE13;5zn5&1^~&w@F(s zk*oa2R-MVmE)kBi-Ra<`cYSLQ68Tj;g|?-5kN-eVVT=n zo0jh0dAhkovMPbw?CZwI9qdfuc{pHF@VacS6gfYW;z4%kCE64FZ%cRaFKaEzlh3k? zMgICNN3m-*J1RL0hg#mrdReD3fBKuI3=Dz-5^us?wb=Eyr>;j0@_XbLhV2<9kdXC# zX~q(sQy+{K9@K_?_Lu5u!hiqKJPz#MiiFirMc3|c#HOEY^q8v5z1tYl619lFAN@NG z(XcCLn3J-?k_J{NGPG9wQVTd??FSHPDQiQDQRo$_(liPgT? z)Zcn#KV~HR7yR@Ic3p+zr>N_2SPV4Ovw#dLGyV>~&mXQj(6$>X>ABOg@u-I0NTgst zq8Z(}XIXPG5fQc)8#TZl@J5JUXw(y)`!WCz@^R+o-f6Y!be}(>EynD6*r1 zVs<_d_nL+J71f_<|f?{W5idBVF7d^#5kM5W)NDeyRlXmaqljx ziQ#e2Zh-wNh+E`KjSTl6VCJD5pXplj?y^YcR*7lrdJn0%*{OhEb8yDhEMw$J@S9J% zE{dP%?B^%;pBnsdHI(7x39HERw%pPGU=R@|WqwSz4WWTksfllosx)xj*R;D5)`KTP<(ds(~m9EJ;JqoU403i{q zeq6$>13@k0S8NLLXV-Rm#&A=j$hu+)C!OXsqoqbCEya&a zlx~ldYAarhEsd=vHND)0*K|$_ z&sfQ=vf8%gA37>-7-(e_v$`gI3PPF;{k?B_mV6*gp(wN&qMjLt$N zPyv=1YaBEZHv8(8&|N3ie`M+L%e{hfV!JDb52M5_M$B|#KMsx@xyXebLT9cYO5hIL zI(%aKnUoi`*Rx{CUfBCG1Y8uQ0Hco)%tK>CVw6ye6`h*yB`PgmkA9 z7Dyyk;T@(cOM+2{VLfXgFG2{(XC~=O`@{lW49_LCqj5@2phbqx6HH@3ft}^^ls5)3 zql3@P{svoS%sxN=zRQ2$%$CO4W%;Oa_@MHVC4&3#R&~t8vL4G5M$Sh8raJ!Rv!|s= ziiO(gP8cld4)Jeb&BaL1)@XALfRkMO31tMc5DG2P!}6T2#on4u*@@aQT_0+HVH3FJ zyQqml-HfRCss-u=f|-7Dw{CgE*ui7D4`0{mBlW@CEwm=%nYzes`Y3iCS0~|&8?^f; z5~%DJpxKrks0ie!uIzKVCF>z0@qD)H&BBO2eb+L}W6JGMIC`+``?>+{dnetN-PxZE zRqQDba@@7u=0Ea;eRNS zT4UUvon$H3bqa*(xqv5UEbX)Ajh>YP{Rp4z*+!n% zdbpk++vF z&nB{Ii`VaE`Q~I(431VSnp<<4pVyNYgRwr<*rb;0`P;WCjwPhmI}Aj7u<6-yjA7Z) zQNB)fO5G?7{G<`%5sYrGy;N#fL%XLgZb;`#^khyl%e;psYsX*G$zvpw9a^hd0vm2t zZ-im}V0wSLa95}2j2k=>>+5uX_MU#aM2(*uny3xF9mP(c?W3WbTWG)!TxA)HOI-3O ziM}^o8|rrHSBGLEVDQ`j$d(g|M%7#&S42s_@J8{(bh)8O(Vx{GlmE@zJFfdOcN)r4 z%XQ2~Ai~PiKJwY~e)Rbjs%5~E(%d8|N3&<$JVr0ItlIU+D(?cYnEKl8qVehNi|J|k z^Rw#UIiJJVNoz)RL`1gtVCW-$$LC4$**tDBetw3Qna%=-^;r>jC}adNxlR-7V-e4m zQ*;6VlC-5kp*-bTqBBHWZxk--?=TMLB?M~}7KVZcV#~-~D4N_7ng47j`{p|iu)lC3 zlz8lBwfrMfwW{IzEK34cA=JLoRi3ZTao=HbJ{qE%3oE3cw*GWkJS0Vquun)nQ`k6_ zB6MaEAC-;^9XQ2V&Xp=Ltv)`vz*L!&=9xJ%9qaq79vihv(Ti!iKQW6El4xl;-U)nV zx8D~CEGmv{6%^1z#jucK#xX41YwNpcB@`ed1sL zBNH2gd_X+dg5Cpjsg>B@OTf>RaBN&zA#tcYXM}SE{WHem!HsTU>TtWRD%ta@V}SXr zbun;A9a514;+qx!7U?=jamJ#c4T(S-$!F$6^n+VL_y=e#{AEaI{9rPFFN$gJb(=JxC@Kv#1+ga$py6%ic zzvcq=wbZpT3a}LrL4c;)3={zd;k2jLA0ljLEr7kQty_20nmNow4Os1D$@EZ=odUf^ z!D#U(V0PKe7Q4p|&j4q*eAswmMVW#y$7CliKPsbzPIiMSQm{aWJ{j^E*ifISj8egs z6rb%F(nzr6*gY5B*W=6%&;b^?8>!w1?eW}?IaQ6xYnn}eO_ z`FG!6=Gc-Kog+~QI<#*eniuSDRv~7jx|oMTILl)7W8}X7^0c$?(sE{Y#+ozhKsJ9l}4IYRnu zXlF%wlt~~2qWBZ?K8Zrj*->yZq1eYhP~iHysF%B*0#e3pZ9{ z*Sk{Qf;_j7UFerfBrcR@0fN=f!xA|W#mN)`6c{}FB$W(;mt`|xYq7=^Iq?tvpu8V!$JSuGnMqZB_v*#@RZ*+mm74 zU@znaYM@ zV6}tPOxQ4ZMx@5?T{*aeY9Pc1MoSBOv5xKqX4vi}1e2qjgobKcal7ZkXG@buV+kXQ2A-BdgU*5R!^Pa8h5j}91 zF9|hEa>WcCvKEn5S(X`*Fj(HVu$D_^!aYL@y3g@BD0aZ&4|?02|EsWl4he*YQjC)< zT3S!mzlxDup}B|}0FUVqHo@Xr|c#^ALY46YTBdm3zy+PA%Awx4E7M*?LgRfQg z6B%NmUK~sE%^R$vlrMzDUakdveB`Em^qZy{ZME>j6PWonGhw%4-$1Iw4UDaoA@cdt zA$i5xGs34|$KbSf{Ei!UJecm+oALV(q~AJtc>tx}1V3rURsX3m^;qkSZ^Mj36z+mY{Pm-3Q~$i_oN~TdT#N2zztoQa&K=IEt-C^G#3Bc@dsh(%Re&v&`Hec7tF}3lAh0tRy=gQ zTSg&k2WHU9hAPb7o#kAR*WT_m^3u-#>|CUPjMJ?Dgz{Q_g#Y5~O?S6HT@Ji1ot@?cc!x&xN4ZnwU+hZ~xr1}QLJ7e{}XjCLO>#BEQ)5jwmhq6t1W0iYlUK}HW zp-k^^2SJ%*PBpI``yRPSKR(U(7>b}TuFDiPm-MEr1x3R8iOnBHjx1<9^uv90!b@?n z>o&Qe@_qnwRE3n&p9!(SG%TkD7oe~<*-SSM0LMHFX3tzq=L@CmCyK)(g z!7g`I8U$IqC`KC`rMhKvVs_U0iwE6HU7;LAKAduKhGo_Atc6J*6XypZBhKanXZvFq z=)37G^IpOHn}}>p;l#&xs>VGXt`KRjOJRwr7rpX!ulN&+_Y*bsz+Y>xeoM%S&jcma zINeP7vKO}A=zM83`_WKO6Okua+<>_KuIc-3CVKZ?=JGS4o z zVK%*D(%!8FE$2g(sf7x}Hx$Hy%}xSI+b#~L99tjA4i8DwdP#Ki{kvT~zl^NF={;-;%*bk26z)W((t{f`1Jhq`yMV-krK+U_#T+fV;MUDukquhOfu zZ`;M#Uq9N@`Q4AUrEsG$_aGJ`D;ukgiB*DPWOqf}T+>gE=`)s%5AK_F2j6(teZFT5 zW+yLFpfJL;p8FE(Ra;X8k1~{-m2d0F+@F` zh|Dj(JGJuee#KBqHEGMd$nGc9Wj1ze>L?hT{VP{U!lpyYIDh zR4?lN_qaq|keVsuYQ)@waXoLFzI?_XExHHcMHwt!a8`hVbiGu{x6tit$0DSrWOMY?n}<{S{Y0LV9;wom~8Tf;+oQ4+w@2 z+N$b~q{H}<8!N#8TjA>@pvY7`0BcSzAcF1BH>E>0Y zxS6!SVSP~N$yd=<4`(@*HCt5Q@X-!59bK(Wd?43}s7Oe1MS0uX;%$R7`qbb5xDpyr zu%IwFGhb=4GNR$1bMU8j)p9S|?lwkpZ<50D- z2L8zV&x#UY6!pp4HY^VLx-1%T!n95EURvTrYS;P_Vb4z0R6Xhe3*|BodfUC`oN;oB zs%g|&f`&k<4?c62c`8#;0+&&-+aCBl>unf)g+p2>N$hzFB%Er`p=n|3iY*0*E#`@MsgT8P zdn9q1O2N?-=GOS|P=3pfJM{kISd{pDaJsC)13qLznkIR&D;+197)gA8eB@$1Eu!rw z+2ulST6ma~bT*saJ+kcUk>ltfGV*LddvY;eJ3z+t=gW)VH#x;?f3uE+k;x6q>}jNq z7L$>U9*d{t$q$pqy$>J$8uylrM!fdVXX)P*!u(nhZgvl|!9xGY)PMf({p;H1WDTgi zI@*T=D2r!ya9Ns>U;d=H5M3aA#AMVYh#(Y?NxT&L=xTfA{QU{UTv3XESv_%i4;Cwk zYNM;e9W0eJ;cYt&FNA}SfqP58URqV~kI>YK^k!zAJiv-M1*TkIO$mLc8Od1ViItRg z@cs9Ub3^PrjnIqtAu*5{d86%(-HA&Mg7B#guF=;yNZij)^u?tTHV>AP1L`;!zmhXF z-0t6bp9%7mtyqChU6O8xSmg-jRN=K&?HSBf#m$Va`UCL%QBC_4bZ3Tz?u!f4?n@ue zoT-zRhG;gc*Iz|*bh4_-k;$c}uTEm3NRK}P8{kHMAVv%G(|BqN&t#jdOqurw%?w%0 zMBsD;HBM{sACkdQT$7e}#&WoCyH}xRUDweyXDZHJfsrCStMf(9$K z@+djxd~%*;w8m^pG7`RRn`DgeArQ&v7AtjheWSy|)?Na#*0+W=UmcrAP+e1iM)U4* zQSug;^=0#^t@P51ozc3on6*rvRZr{VbNq8lL_%(WgFer|nMoZ*lPWe#d9KFO^Ji|A z&RkvHT+2#n!Nq!By=A<+%bMGF9qHAwJ*Xg~OplTWcspC^woFrW3!y@nG>+NlBHhO_ zY)X^jQ(nr58%@396Vb7t8Qj(!)Y8t=QKEYt^hoE$&HufCK77GvrSRaPN{%;p-fX@0 zCvVW7BMv}mz-fXe17HJ4c6mGMl=npm+by$NDt!-t-W{Ife~%!u1OmPeaJqdAW=!05 z5gYJabdIh*0!ASWqJxG2byIdcKn@u9MZ3gmC&{tjT}IyU{;@QelDX9^G+w-p5vH6~ z%bghYGSrqO49aBI{#aj)n36a%ae9!=$`@hl(`0rOpg`Xp5!#_%Z0Q+5 zm**W_G8+=7_5>ut^ScDHg8K4_W(K-AnY)RU63Pry&bl929v}T1lr~sF9^zk*`Pa+ed&Q z_bb^HTi}AtBOZ56icv)yAMa@e8ULJG1eu=vBMV-@X`mxPj6{LtuJ|S8uY*hSf0fqy zJrC7s9tXXr0WYIZ5bm{wLuj?@8B@S^K zSZN(58EueB=3^TUr(6HeuE>DG!qLz8qA`lUqP*yE3)cJj(e_-GX+^@=+&^>Q5SuB_YRLR>GWbeIHUiyYw!Xqj zlCZgMWB#yINbb{V!OkTz?vyn~8e%#e{PZwxN%8rtGXHdV>;yX`mYd-R_r%X|;m1+x zbr>U*pH-Z@lVf`J+@}t+Dvbs@M|v`{(>U9a$w_ zUPD?{qju_L#%;N4D?G^wiLX56nBY9K^yh*rmOf7_OufLo4NWiWZ4CYseYmz<%h)Pb z=$g91{ZmQa`9r z2gU*GAXjisWu}(F(>^*+JFN#PYmr5hqjh8PzZRdhE*H#iKh$s;DX4Va+x8Z;3<2th zJJ_w$-Vaz;*YOx>y*)#s-jZ2>(?o*m#D^}rmh*%r#IBE<9NMpJPavi+cObwI(JGHt zwn@CcM`>4<1lp-;&&mt0$+==~33uIK-BX(x&XR^wHJ)qinM za+Ahr{RNAs_!iBCi_9obZ(AynK4V&~vbNu^1n-W*YsC9p4zq8q zSJ|%KTpP2T>l3RGQ(v2kjZu@y+x&xmrSJj;AtWwNo7yx6d6A!eM!m@CdC;F?qR6`o zlZ_jnNYaV@Q7_Ll5w}u5k@gVUjO)r}TTk2J*kZC08t_kjJc`nOk0h*KI*H)<;lMC+kA=aYW?!5EH-phtpa#m_F85at>xQ3k* zm6cvOC&w=mt1lxmxudpKTA-Dv5Tg6_YGlF8tP|7i@>`s^ZT`A4e0I~Igt$w0iQUmmPuKdCHz30H zM*W5Z1!pU)nVwL$5~*p=V!}f5Rn0segeB;rvn-Avm4$jBXA73r_xI%>p zRwT-&xU-HF@X#{9SnUU@RhtF?hl0YD&F0;kK$ER*MMc~(b&T$q^cpJ7U3Y1QNW5hs0jFnzkQ%&6)Dytu1%*| z%v23h|K56)Lt@>u6eYO&1muG%W{s7tzq+<_UhAUrM(!>-Ds)z5UQdcQn8Vk2`hW&e zq!|!XCbA{k&a-^~(u!FX5jf;kdwKzOj#~GSQ1r&X?;{pb2YK$kacHQq1|#>uOl!2SrO`ThVWs2^0OFl27iQAESOX1JNOHqQ^2JE3n=44f7kv=#4kiKjGwITe*r4^%euq zx6b3>7((pwVA2v+DtY^GeqLhRqHVcZ?FW6Z`1-G?Cb~a<6h=`|5V0Yh zsGu|f>7CdB5g`K7OH?`$klsQfDxgRa5Re)XkWQq8P9inZdkZy$UK2_PB=DU1{oivg z-ivcCW@W8p_R7p&v-f<-6Cj};=w%a` zO&|f%Cs#*|Js27VlTL)7TJQf3<&xX~brwZe-ch~ohWhUPRGzz67L%nFG?l+xt0n(5 zf*cu6Z=rPX;5iE(@?d z3yviZ1G-TXpyZ5}_h8=LU=LpH&0WM9K}?n#iS1RfR{Kl}%Oa!VSR#7JaSH$I;k?9G z|7reu^C*W{*J@CV$Iw=#mtB@vI`8fxMeYZHi+acH#4S0-0NQu);A>CwlDVPtc%gNR zoey!VH*hx;*z~;O0+~>a-+Nto0OY^HWD?QDJMjln62i%!9SXgWfHn5ll8t+4(1=LF%#(8hwWY%2l)s5Cy8 zvM@sH3Gx2OWu8GuBSr@m7f zhbhS}zlt@A9&w*}l=G`V>-M8a(L$zQk)li`Al85&Qk&{ACb7~@I6;{O)GXJb0M#9I zSLmW`mSnr!{Wf=Mat0eplbj2No_St&vZdE?4PNfA*)ndHmg0D&dC(1R!?hN~&400| zT7+COyArFHrbm|!%fiGSg!kTIebC3mgiQ2Kect6=^yR8i5AWtp!0Z7_usyZ9U#ep> zgpYtfAH2O8W8kHF8QGG0C?-gqi&_BV3Zybm~u# z*$80Tq3$jm&Uvq}>yu{6Ujp(9l-s5HheRi1$|;JM8v8*|na)XQ=X3qIdwTjMP)A0O zJ9n;sXG~!8rV01rV1D@sW|Ynp%-AmxTJ;sPpS_k#j&Lq|C$3&W0Xq z&2V%+0oW-?u4_t{vFHY zE?TklKok6#%t#!8EHJlCG&b&BhTlKzu9DR#cX18SVFQjN3^QrryME8j>A+XBJlYq&q?SsCA z`_DV`J*R!)&$wQ#?u-77WuN_0d`q(#8%V3Lqe8Cf+*Q4=u!&?=5TITG{04k&-o$EV zQZ=|9QR=1xQrB*H)QdfL8pKH<=l(#;Pctslnz8Z&ZdCzJ?XvQvR}gwu6_8Rm2UUj3_J)ho`4r@?XsuOO2C%GT z4eZM@!YZTBPONZsWCyH!!b*$S zRQ!`M8-Rc=N6zEsazGq7q9{$Yu2m)(^)SO-(=gr;s|^a@IN{Wx`co`whBn8L-9MT8 zhzyGDI)Hk+)I#APj%NLSUO2F(h(6Wl)~SuWgz5P4I?>WA=VY*KfBbU+ysx7*x%&|L z`2&l9)>9E1+VrjuGkEA|l;dmLayY}Rz{N~&LEr8jweNAR=;G zKI!t>w~m{=>U*}R?Nf~P{3^;l59wrCp3^ZPkfJMW^U|2M9zN zVsc+TZK-T=hLyZLz9mv02kCyM!{`7(p(Q?&Vo#?04q*qOb8!!ZUg0~7+6V7@>v_EO z*!quYHQh-Bh_3q-jud#mlgD2U;npTPY|-LgP6hB&$JuZTvV@Tp?$VmSVp+wx_>tZf z2Pic;3tSSiN>@WR={3ku)U8%e?p~q!o5Q7lY@U3T3sxeZD5HBO)qKOx5=X4S8_SL6 zQHKxiAI4gf&iJ5F8BQwRa_wQdP17LE=z$EBfR~r%@Bhavku_DUcG<;NI{7HbY%$_5 zcv7bw#k7?jKDv)#zXj>Zo4z_g!VWROVId=Q&66nvJ8kpKjrmmoQ~%&pdEGngYd{LB zPO0D98YB8BXrp({JikjPTjNs}L)7r!wlN^ex!6CV;dNNqb(jid?;h|QeV)mo(|Su9r?b@Jw4CwI;d5=#}!ZqZvS z?LRM#>vlFW8hateG-Q~2fWNNI?IyDmOF5{5GP2Q|-}jAlxaw<9*T@A>cr4q9<9Yjf*FTYnPSzWL@a=phvMTY6KXts1m8 zw)CAIWOj%C@T4=78PKy4B|xGY)Eo+*TrXDQJ8eyf*WB~sNP!GCFbv!-Dwv!@&rGWc zR#}C8A1WBy1*b)J~R|} z=|850pUzO~WdNK!@D+-MlAnMMwYFP8bfCt*N}$$KKo@c)``V$C087arb{=*79eoY> z#nLQdtOfy?cq4lhZh5pwb_UWX2H{XgwkG z>-qlXv^Q7(lz}9ymH#pxrH`%RT=(zGZ(ed=zI4|tSu~rm`!pbDrik&Va28e-k4L*+J|StbJOOHRNadLm+~bzU&mnlE_|A`-Q&ISDvf5DhgW#PnyPqnKgZDF?6Zi} z(sJ3zI4k9)pBILgb0O#3l?&JCklkN9t8a^!64Tzahken=KMf>FQj)&Zw5}A-E8_2h z=1ax#%$w{9>(G0Q^E7Jn{8s1uTY3LW**;UC)W*UVeB9cVqQG?DzJg-Q)U@Yxj*Zky z@wz@!d!lo)f0!d7S7%E@iCtZ#A7;4V$7dfCC11JLd4uMo=1`V9Ai^#+yqc^PNpl~4 z3P`m{Usq`H-MOuS{aux(-}@_4)7?B!J3Hq<`IyZ%npc-6)bV>w({d)Pe+wg+NpVUd>O@~Zo}*_dIzSDeIyHz~XN)iQ=++ql?#DC9H2JZ=^%(sIl~jiT($2vCHtPCL7B zqVIYf`zm!K=rH$YwSX!>EV^0q^*et)H zzo-%87s>nnG4v?GIxx|B@aIra*W<1p&r69cUG)PX0c6v2+$%Q@YDoNKo8Xz4Rk(us z2fiW;>wlwCh}G%gf`wpE3EWSci04BlBAOASSi!IJTumA7%{JvafsT|!aLeuJ6{G^5 z1pTJ;P9b;d+rN6tyP_eV=dns`Vg=8lb^N)qw=(g9R*}91^vPe+jeNWh8g|EnjKBN? zGN3$pQJy}W!g$clYeN3S%}1rAlYc7m_X$CESh)v4kq@8|+bwwS<(cl+AP$te^B)i*fra-mgV<9*fb~P{$-9Kjm25~%TK9`s!5K?h_D`gi>`zh zb-jbEn@Wqg(Gfd46Y7qInW5Nq#X$U-BQxQYf$P3AXK5Y90a8x~#jpb|+)W>h6G4v& zjTJ&u?^2^UC|qWB)a4|m2p2!T0-F;zDN^zsK1fuv z>ZY;oQa#5iS6agrn)oRl#k!iO1Bwh2v#SS6rT#Fnzb{0p9`jexU{3WuWkrJNkz?iL zlIWB}x1k-*7kQEkz4^^zt_a%>pt<=U6YVSM>@@5*KJVXDxQovEN1N(qB<+qz8(WBx z3MRx`=ffm_VMUTiwd*l|xaccryaKd2clSNoDD(A~FtGja&0}9Nd4P9mb}zQRb{X~0kL{8JE{>goKfW}>b#Oe)K$0r6PtNm@KH!w1;WC-yk;s#~ zIHQyPoDc%EQdEOI2s~+yTVh=4I!=z*q*d$y_cr(bL{UH;Mugj6`;i9#S)G9$?_9t* z>QJCT22eu#-&e4GrM?$Iez{ys%O%pA#n4^Ed2l&-8g~O>{=dn&NNFckw_|TmyN&;2 zqR6AjbK8QT!wk3tFnsy{3t1*bo?dD4_oToa=%k z1Is|r4#i7@oE!s*UF+CdVEUCz7xur~I@D3=I{G)H1Cfrn$0!4?lZ8gkRCgiTHk_;h zHwqw$&TvphkqbU#^f4WHxqU$oZ>yiuNtZh^JjQ(8!Y+U&0uZxb4()N|2Y?r_AXWi5 z@#udiW}om2kjjw@zT~|B-xuiNAyf;UK))4a>o4p;A+kjYlk0X{SbHkm?Cv0wajWww$F#6 z^T#OZy7=mDKnyzu6+-Tun#PL|DjCEamMvtXjn3b`&nR+6fTH6pZo^%OrC;gUu7CvT zI3n7|<=)nWefXMeObO#zfWj*DG=ggaKmw^w5~g(nsyC@gaW#K6u7}83P;N-cHjC;9 z_pBUq+>SPI`i-|aPPv<<^0a+RCZXR$X3hax=Yu6a5BkeH66%o z6qZnxN}sXLd&|wQE;`8oV6>(NvfYD&-@E6It@NHIpm;t z|22k7(^5)SxLBX0+Dx|WGf|G-U~v(Mo_=!#T0+q?zwuekQxiCu!o)1a)zahwht*ZWZTJSh&=;lG|C(s}^UgkUY zdSImFMnLXqY!)Ef0BZM*^;)&mqx8GJ0Gh3_W+;aK@dr&w_#I3<$&~D#Pc1uME&guv zE7r(PGIYPt$1$lOHeN4_bnK$aOGi-^fmjucYeTV5uFq(WlvY{=w_SahXZcg^d(%#&__Y`R=|%+^$GiEe51I+{P}l@p=*9(|Bv;=~msn!#3|t|7zNwKpwojm8e*{7U&*-G0h4=aOTfc3-G<^wAaj;Dv?zRA3w0_CIeGMpltylErOTFULo^=Iuv z9I|Lr-E#bP{wxVL?A2fFJ?R}c6l@>x+ne>Mvb1)jEhZS5@PV;seJ#z}_(VS$=>}52 za4o*d^Z$>j@bjpukfC7Pd@Sb$d1}nncP}#l?-i^nZCiFtP(3VRdB+Pn*w|u2`!ts1 z)t>hHD_>&AVo^tf4RNo5Zp#lQr zh1wNMvn%0I67b@lZ{RxD^a1~iT<=ucw3H`}EsXUo(tBpUUaUA>CbdDj&!=dZn8^U%%sODl^ipdd=k$D)#JPbR_Py&<|qf+FOT zQF&8xw)_~npEbUdY;@se64nYNGwm{VUt9fOnxEPohvO>yz}tkfEfuwjOmGMK1ueqc zCHLvP3umb?kGUO45&RR)M{)YnT8*q16FM#Thf%P35fFl77bUPF*yez#G1$d;TAx;ajVB)XL&>lrPL2wnh?fKgcqDrn<%lZX`plFavirTyA^Yuc@2W{M#BuY z@WurW1uM4qX&D~Gu7HJ@5bT?eapQ4+(V$VduJ1gInn`+RO3z1z*N%*As~ZPMqp_y1 z&KNE)ehv;Et+c+YA+b`JP8A#Qm8yYq;meWz9|uI8I81^dbs2-+h`;q3i@Hc1u`DgAKrf_EatsmCI=ku#hoQ+_e` zWuVF6i%1VX9Q$P9)J-$P%Eic!w8;GoJ}P5GAwyK(?stdpd82SG$(wyU=z=5(cI92w zFVaeOC{&zl$YLp6JHlXSp}VuNsGbSnf)KEh$E7%DH5AV}8xhG~d=y@i4-&gw^;qab z2-8vnYF=qmhlCQCJWd7ElG;yo-DqN7Q8gQclJ%v-R6X7!IA-CG8ed{5H!z4JxS1?_ zj|=b4r0&)X=F={}0(Z6UE?5YTMU9oQv9qkN1Vr~SuJ(~c@M?P89_NyY8B!fAah&`A zTrO;Ne~G_vfPPN%03sDSEsQP;*K{uB0-U9YaZ8Dn)I0rxbcjgaE7(>n3oV={j!koO zT6f##$-%ehYk&T@O^2*6IWHx|h)gQ@^Q~!&g4oq=)Snf#BRp46Q zwU>V+$Kj#PxMx|~iOMIN)#*vSdaxQmsdZh)QF2p@BI#y9x{r6NJh zoTK@_*C@$Sx?rYFa^E#BHG(LkZ$OiOc3m|&fg1R_V>#$mDD*M>3hi8-SDTR5EGmee z-45nZ2hZEcIqXNL*JIb;p6WmPXdCD@XRfY<=x^oBHr`Rfy#ClDHfs8;Tkay(N2oVr z9^OKCWJuU>JQ(!-JimVORfxHNA9|dM^|Ro^@p0%+oW?!Gxq?okqfXAjZVa^Z!pz%- zZM)M^41a~gt*bT=(zwTBl_JEL9VEsiS-%m>~XY|pr^lF5?!27wS!m@fORzw z`;@Wj^&e1v_T9>76fXsFSRUH_gjDjog%(ln5z^LIcDNgY?f~tNe)#VP0{>LQV+4Vl)uQF*p)Wmj|Io-`@TW`x<(i$i;xf_JN~Z2q-wi>cX$o?qiyf18%PMe>sY3~q90p7a+p z0dKa{6n0ZhjBo0`%o56DX$;8(sWp#%$WzJhs?bbkGpVsDxpD+J99$)KYNyVwnVA!*?h?lCZlgV55ZdFM|OpP$ur$;7wbu|H2R z3hS?3=tKEfdWJ1Q%sm*tnMU_<#+_=o;_H2<+Z(D{`R+k%k{_P?KPFy=9W9R{WJD_= zh3G*?gkfJdwe2LzPC#0Me_xpmfG_~4kK7Q7gCIK#D3|Jgk?U#ZKclv z`Dv$BN=HX83qpeAeUG4=*P%!JdN|v?-CWbDPT~CAH$7dmtReO|E{Y6JRCu_9t8WwK zF+H(s4Agm{GA&Kl{P3LeuI@HS0K+0Ifzna#}T9=MY~w#L;cmB5EJ6GgMuDJG9~KkaQQKDmJ@Gc zsWWW9|GmIVGi;&yN>hE3VLIuL0Ly<&Rv4Y=)p{D!irVtj$Vb7cgERXAUal%`jNX?? zJneG-sKsez8&+kbD@T&pIO0g=o3iR8;W+vZxR0|bARAgY;?DD$oxQbzEF%yf6wvOUu4zxnOoJ&@=|T|GwjSWtEpvST&6}} zoi0}?_p-l6(PM-9t9LiHOredjjd7#dW36894vyBI^*k&?uPCE532=qfNo>7+Wfh}{>f(hI8CGO79KPo=QHo*8h`tm$noE+ zU8Z&aF{MP4X3uG7-V7xXem^;ku%-394R}l(sB_r8@?|Y>sfq#q*@Lz{9AoX?0U5Ah zg8D)kXM~;{&k|!W6Iz|uhlTfbR(_~U-@6)@Fb55D4p+y=Fe0hYvkVPAU*@h!Gj-71 z@Fyv*+#sC@xCVwx!lJ&S&dAV`vq6n`HjHb*q!h0^052QbE3!2Bc3bNZX^>cQoelKd zgnuyO-=^CcXSLvAQlzzAqoPIp=(%|9m(kiwj>;y?qaSZQ1jMVCp#*PI+?bR-`6K~+ zB<$oi)j7KkInY+)82w43(;X(Uzh(r<4VkXpGy1(h8}eB`2m##B=w5gSPs&&Szssng zUaysyNcp3(UE9q;huDnHpb!`dJ=xO!^q1s06>x~ywdZmNX6hX6*xwZJXCnC|I?(go zx#}yXW@QaE(h=W6gVb`Q$zUZRRs5fQq8-O8hW+N^mIPo_8p1nhLXN_^o zJB?Mv6T3e}p5yluP{|%af9gE#>fL1~`%U2`-yL(Flp;U-@8{{f8S;!my&kQS-1{rH zbG*fYvHYsnMOJ0aeV%E@Dc_hK)~*2w@^TTha|idyAf07>3%aq{^Odn8UPTT8`5|dXuJBvuKF`?t(J6yyt5t5ksuP7x@MRp(6p930 zNHs171bHq$zTpqy%Im}-U8z258 z`Eo1&{Kn42k}Kd0WNrW!<^vo+?}5=c7~~q#)pf=XHMgnxqN4khS;Om5d2lxssOble zrhdBdGjMyOh0YtWPA#K|Ptcs6Cv1q*-F?M|b91Xpp|w>0u{E6y;JtLlmu5#+Z67nD z+-X3_j=g5xR@nKE=~p`m6)%Km$xt=0rgLwHHy)%~ol$L+GkE4s47k%=J8XaaC(PBg1$zqrsVEgxAFHLh|FDZU?TUaK{ zI{1_&;ddEFcx7<(qt#Sy!1NhQ`S@N8$2K#oH#E9sxKwemo$uQ(H0_TCK3uPA!n7EKx{tH(}l;GW8Ka)oy6+$V~K_#CtcS3xBjvucnQCQO=xnXPdc?Kl$E4f?K^t?0vO`QBVWXXR5O8FgW4PHP-h5jm_Q%!p8U+&v zrK0V4?%JjI&eLsT0$}lI1Nc zm9vqvDmf-=Jn153NNylU4PV~I9Ok?O(d z0Fq4%-K?Re&g71X?jhF-xWo&q9?=^m9BlqimWi+0toMx!Yw;n86LhC+FC7eFvy4jk zNj4hl`b6m~=Fa6$wWbbupM1N0cWC4@lXv9aHn$6TwW@?) z9NxfhzbvwDC8!AKGD1Ep_3IY6a$U8WtoincdsF?OxR1*~%4b$qs7Cg9V5T9xi)+(W z`^AS3RsZ(Ok*`fUyd;i%)cf$Zg0zgn7AMa+6vsO6behDSE(@1!pIe?$r(g2><4e3F znr17nA-f~yXMkPg+nHI0e(-V=E=Ev@_AtkWuv*Ujy6)SvxdS1gqcLY(l}=QOCM@0i za4h>%kB~w9rmpe@}FVi;a!f=xf9P^*up6B0n8o2Y|n)<@# zoSphumFtWEX3&j+F`fS7VWvWOCwDa3*9s!=wLvde&Q?sh8i%A{8P4PEG4191Y}DaO zg@mZ`u$#wou-=}s-ilb^>sL32H#!%!b9J_a`{XIO@CKLCmB^V3g9`etM;G3w@<}Mx z+DC;SR^Ha##b*qmYoayRmTf7R#34?6aMdGQ&}C z45qQpk{%@BL((GFPMIN77L5YfNIUMcbD$gh9lfE_AlhaS(B3vc=4vuS_4V|fxA6^)KJK>&@Q!}F* z$ajanyo=Vm->p%3{k8sM8%y;g1+iXN^)LLHdATs&;bg_2i?V?18=nTIQqa|ewdP+2^VGcV!ha(`a5!F*iQ-{!^uI^Z4|S|YWmse4y{gH;CFSB(*qI8rtjIq>Am-W`mhDKqK>CB8MT zWXbRS^;47FN7Q0+!0c;;vsj+n5#P&1WpJ3>;$t$2G$;ndNF42_f`JZHq{qqK`dD@v z(sHOl%o(m_7nrvm3_-bhUVF6S&+h;cy2)(YGY=xr+v}(qck0&I&wsmq=hB5E&|pK= z&eHtO?ICOVA-StN^;aj<~*`TjHX74#$2Vn_vi03mP5h2YkAPNfqOrG*0;;aa!AuWe;s9)gw0C zs-2qiYj!5ECaB+ASL-gq?SGmf_#Dnb_#K)_F#|>m{Y~?DhzV}gGx~m8l>g?|MzAP< zJS+`83ba_4H==VH*Jx^X^If6r%U|FouE`MP1vf2?V4@HLK2sPdp-?SJltx@l{ zno>P+#v@1v^hB)oaT4|#0l1r&Nh_gJS%K9Yfhr(5L7D*522*KvtES*de{{7p)OD@O z{-u}Y7Z`EvnQ_AR%wqDLK(&hIhG4R0U#sGdjz*=I#KpY@UNV}CaeYiv&<4{UGYEmD zV`_WP@7=~uVh2VI_e)_mWFOf_lLLOCy*kepGlWM{(gU-k0@UP|X5R-{0-20gb91ml zMN_TePU12jl9#U6WT}xEnx}I%qd}33K4tgd7uJ)ki2l8Tyegg4_8MBppU2mk=@n8m z%TOq}V0X$~AkT{)Nq-*84B-efjvTeDKD;&7E&fKhF?;f;c4p!q8bsIJ?`9YuXEX>= z@^s>dYz8*ndB)gee_GgSeD<&$9`fasKsA&cnT{m(ztVK2+KF%l#Q)0827>{fB5J(8 z6<1N-Rp7z~{sI?Q@vQdk`9+V(;c(rt;jkup$aj6*Sr+Fz8-hC;Ihv-5`bwCFn~y%V z=d&=kzXCmVGK(zBz&9NmK=}e>@9JyLKfbe{Znt2tKpMoxO7^Ot%3I+n@S*H&$tdKf z*~)an^MRJYTe0pcBC#jcJLp_>W(r~m8U{(P|GdVI2wa)DhoRWiICnkv$%Fm&`=ha5 zL^f-)(feC%xD^-Ws&fYD!;PZfH1hfibx9g)bW6$9>#E7^g}0c+ta2@}h6MAHJtp-| zE|id$spA9oZZL?ANb46KD>wJf`_)%6n}D1I+g^^~Kn&eDDwe^^&nl`I+pZH)ypwCA zYj$xKPdlu~nwQe0=8sD`AksU?EUGg9p>FU!%ew6o*gp95|E$68CbxQwXPc+$+d)FC znl~1#V17^St0gkkdnwiQaVk0^q6BF~7>&&f=z3B!w9lsI_NaaJqPNx5O&?$N%MbU_ zJ;=$~lk-A(v~=5mw7IUwzh}MgVFfd&O=9bxxyca&24~?@o>%jvoop;Jl%sMDG{;!C z>X8XxVV!3Z-t!_Y(ZNKWuTquZt1e0esS^9PyH)j{+t;^0s0e;~2jjry`UYkzkLhkY^4Mpn=kzHZ=&JU8(RPObl5kPtI$`QurQ59_ZHT+8JUi@_nYTZo zgiC(s6(n^?WY?2BT%-d`-hR+?%JsW(8Qs~+m<-p!c-fx++B?eQ?`9IUzdHP;2yRQ; z&t-syI{$U~7H)Q%Mozq?O0GyO=No2Ni2Ec?N^r{O`N8!lg?)f24X?Vc;`HQp4j2uP z2MSi}%x=b6rY7j3*T>9;L@lK6xY+2tO&=+;0!yQIB=)T}1fOb4|I+DuS>SiWFZ0Uj$!ccwxIri&+{~zm`|9!4$UV}eQBW`~orQIoBz9l8pcM*#V3t{r< z3h}$s7#)Vs*lmB%ehQtqJ_;C90y^X(RLLong#Bb0IQ2g!Lvz!w)w1g8T^IU5FoA*1 zOo72CscH^NIu{N@`O%H911cUp+y!950rPc z7qQPHIeGBq_LrOP-4P5`GXsvxIgRO9ov!xmsD?g3An-#l17hq*2-fY^|M2N}2oFp| z1M-A*k*q2SrpA(&qbh6f4Pc6Vlqi88yRSZ(U1!~I5n}>TCAx`}*)Lemv~@I_4JPx~ zz-4qr&=Hw~uWr}6FH9X$0(TzB8O3Z`l3tG7O8J?oS1o;$`I|hhTe(j!TrF;A z@u=g!rRM#y11)mxQH%A#!W^(r}q|R+z3pd%c4gCr0d{z~-hfaZ?rAWG) zP6c+i{hA9S$l0b4(I6dR(+&GWT>>6J)p)k#>m=P(7)q<%{^m-?{G1l)u{eqp zRQN*KXk|oPZa6+r@5eBzPU#iD-%>5=;%e$aG@7^9M$twp!0PS%Dr+S)6kSzGhm@}x zN^Mm2L&_9B&Z93_!JGk6KYTz@*tbiNGPE~a)T;5ehO*~bC$0+?)DVa`4Ms+3k-c?1 zg(U)mRCX5yIOsx{pslb1oyE;VeJFl=InwHH*Y@K-S$xd zc=|5$V%0_J{8kyd-uly-DZ!q+@2~F!#XigPyytHy|F&@Dq3K0g?huKTkFA?hi_`R` zgIGHwc3&QqkfMI?(LbLo)ep5Mjd!+BSjPYY2!ow6rKvz3K_?J#SD&@7apOB2d<+aU zI4k0|o}!~+)N1NJ*{!-QcH(h6@7qpZ^Lwe(*{F@ATeXm7XrxKYm%J`XRg_xHuPkGO z?0D@jEn?!GUgtM$*Xar;v@EsqA9uAs!lB}n{ z&c^Zvoo?=ex+edFnEEtj!CIG(m>996un5H*Fs^2|K>15b8+6DU1RAo{i&;1c4)iYpT2A*nCC1y}L&{CzzCac=ka=Xcnlvdb7u49wzZr+Wlp{=xO~~ zAf{X&!+`9*hNn>h5rN!ia;8qb|1psv+dKhZsjA1td`-6Z%jyS&C~RzES+z!m6;206 zVk>0&y?YB@4Zgl1${wXXt+W*4>08eU!G`FXsf+C0d4l1woqPBRbD_^ z?m;iEc&}JKxlv)Qu=|*|AiebBr%UEB6YJ(f+2Sruj94|!i0@EYdHn742#M{z{Q14@ zRU_%nkbLC>fp~ot1D!@CmE2zOXI$00c~0k2D>v*IdpW{Va@sQ5flJAQ- zGmLIrIpyNnb94SXE0frRoZQpzukZi7_`*w{yNyZNHyd+0YObG&T|8>=lmXzBB$Fx= zd3`DUEE6jLEE~&JA2iP9QMjpoiG}l?SX^q9Z>3d`r@ zw`Jq6G%~*WF4H$Of-ZVOVHPyU85`?ag$Bu>fzMHs=g8ULeja&SQAZ`-rlGh?c`FRe zR2DyfPrm1)6(aIDW^me2C`Qzd+r;Fr;mX-p3`<%^7K4}Uwp3O;Yqd(fA(Ncs!YwK| zYdmfW+Pp@89^gR@A#03c(5{!q304IJHpGtO#%I+e%?~&pq#JIsq7{l+juPG#PJ@se zi$6`cbWVYE5=L-|PVVJ*qeYaQ;S+<%rib9UU#j>`w|QOpMp?aRwWcI5(A`;2_Mn!W zc;rI@*6vqi(pJ#$YWtPN&j4DR_y5RL_@X#~H^{?uQW3>E!&mT+w1{TFq=(u-X* zj)kBUFul{GLNzC3N-)?Cy=;wZ4S{w$za7DDZv(PN8Z3wVC3(Z~y%TwHvsci@y&6TK z!_s^&8si=5gNlgE#O1{RgbQ6~Xjj8}owG~d(5mtHyz{TfgT5qI(O>WX&(TOkU78N4 zu)z#%kX)psa?ZaGK0v!3hiS3|1kWeOTJE;#Ew3sHpTSIH+@a`hWSxfE*cwZyCKE%f zcHp`dO{ZnF{ITG8PWXt?lQVwqBcp#5ob(7fdK)ghZbc}y6M$#Owm16;d~x$uMKmul zHpNp>(?ytHFhtygP%&Qwqkdae+%o0jThOT4wBd;6og|v#3Z2Q_mNWcaZ#Sk5YY8Fv zk^r+W=rrrGt-I@(_p3vZv=hFLwc(!G(dyrmh(@r0!CU)7u?b%}A51ilH()8nvuQg) zM$F9g_Hh48k9qfZEYh-NS-)m3L}K`a`;nyN$izqx|FsWlW9xpkBrU;-+_evjetAcK zyddjPZMgD?aWj%-uFj7hC%?el&!2jj{C5Cb3nD40J###oUT6F2Aw0G59e zMqL{LyR>-xBJ_BJ!hH_m;@WAQT~ z6R7pOv%$-u3Zgv={Z;+e?$()@UEkaur8~p420tm^LYvJ2{^^5_?YuR`dtK*E@4eG{ zcOpS!%MWmru5_U<3OwCM|CT=!v!LrfDUR4|v=bi_LtIUOY-(m8;=|8p61?0N*67x^0uzDiK-IBx+C8~b=T_9+0} zL_jyM&q_HH^wb&UcFG`2&jO?5rfQEJRUy$~zY-jBSG-W0^12Y~agxKgo=Tb2oK+RhJpA$G9)I>}>|B zf5UF*bjHQVthe2_=Hm0Nh1dohjr^)LR+S%>v?nOJsZ9A_6bxCn6+pDTVWZ|B*_}Dy z{G0Lw#^@_~w3vDisVQU7>@%U+rnm@Z zRw`d-GJeojp&jXwH~nacghO;M^O&z(|4I( zc|OZoNt3$XDw0xtYA5Pl@UeuRF|A3VHQ3EO5jg`HU^LOHF8 zaI6TC@fizk$!Tq3rYZ^0KE>CY|r+< zd|p`aMSnrgmCash%WLjoX(@Xum+yKmkZJ2SWHFg@?<8(MIKe@Hn#DKS=X+9k4kUZ& z9S08XH;+>V&lTXVktirUn}*I!Wl+X7P>ZSRoy=Ma>$GpQ z(W2?gAw6XFBy+#=iQ+y>D3lk`rFhwfVK=l?V-ok)q}0UR{)V;PA;9)&LPt_uZx|No z?usr1UBVwmF1EgmKQP?q2PX{`XShaE2ZW~JAoAlTOU?8oKU>azx6PNYv;1K?6pdHXJ_mKeB&w!&HMUpNJo=2f7Xc?Mg4*Iv*~h&(;5c+pzcK zTmKF@)eDPF)w5eE<2KjzdM1W`Og5voAAk0ho^YCvIssA67V3N4mmP<;*2GZnk>2gS z?vMFNzhWzp&k(Hofz0k6Km{Ea0ZCUQT=@?zjxI9m+Q*M1XmZu)bp@8~ieIbJV(DK5 zd_p2h37*kUXP(lcx>(7W!`pj7+1=X+4qH4*>PbSs6K8@ydHZFR$T3gas%@K=NLa+< zFQ#$CU7F*`6l1hPn!#N1=*X=Vxzla}-by_%ibQ@wylin|^Nj)1m$KJj*%Fh7g11~k zLSE^H!}1MO#us6Zee-!=-5lP=<(`h}jo{q9g8()ox8vBC-;}mthr( zFFya<0q|D!wlE6YlWI(@%P*Vg6;{E0Fpm@^n@D>kxU0o~%Ej)FP){5&iJ<{}*3p9u3t4|9x%B z5|v~(6|xg$XQq@yN%oz}PWGKKlO!cf2w5i~J6Xpr`)=&}I%ADt2E#B*&;9-obub1=iXGxy%l@_xVGq&VK+?L1nQ5@-2GTD%TR_l}ZCM@vj#mU%5#g~TEkOa$eARdBiG}g?u*%e(?hfa zZ%*W#RCoN}W+{U3r<2C<>Ss;!uzi!a6CxC){Du9R0|n?;*V&{|!7Xmqw)Crpo)VoEp zCj%{uTNcAJ?dL=E?;9PS&H0In7T}9ZO9=UtpC9-V{5~m4?89|E4Z8on_*^n*@u;VP zMc-ad{8=IHUGiX7#|I6G$4#iJ2o-_8O_leb?Nee;EC_s~5}{~a-EY8>2{5uIHxP|F zAic%xzv9gkP_}kxGZDQMsIdYOo8kq~+g(2$7`T8qTi+MM6;*Hh`g{`QT-^Ab82ToB z+_xrl*UY>tpQV{=c1mAyLeyW@-#jy7b}YT>T3A8NhiW+U_uiOv4-)cUZ(Pl`&7$Pb z(FT3cOiygC>v|NOt2Ki?j}W z{|r=Kdd}GCy_i{DRaEV%Y*L_k+0D*-sO0dG?Zayq^xlb%>sdM6`rjeZ2By>f1y+K0 zv*NW_=-3%lH2gr93Al!M&MnGh!aW1n2X)9`w{cNWFY4+a|FwP-@7nJmXQ(o~EyeD7v^)I-q zGrdm3EdO2lz@t*8BR9exMF`B}s>DEkl1BcmOSnaD8Hcg|P1@y?$6ao?d5kUz^bz&5ESAj{Gi{iKo55JMa-augSB%sUa|= zBcujeH`}KMt{$GYta8trTkFNjola`To_1a+EqVe4yG9(zWz;xM+nj0it*~h4KZu}X z37VUx@riFC&jlthTn`JwGT)nQ0Rt1Og{p>e<2USHVSn@TDcd`&9~Py_k7bG=ukKM| zLMDFXv3*P}Fm`HIJh2o!cvWGFJ$9AvS;+;};ZgGXZXOI-m< zDw(5W_B`Yom}i??u%|+jm=hO$ijAVsNGkc3B+YKLt>3;5@8J1taxBX{?9~(^+>b3o z?2BVws^c8K#ABf^(h;5j5cD7qpn#{Y%CipFeNdYGBE!B4;REe&#f~;^tjJeLNeb}P z+JmsxVY%`%Ifye2(MP4K0jjSSI@C$oyt|D5g43KV zhxDEx(gtc#UjOJq`0~kirsVCD35dAxuH;z>ueCDpVW=w`1^L}4DEY$9gMW0z<`)iu zM#Hql{MReMt{z&Tiad3wYOelF(;ZMs_BxH}(C=>FJvCv%TIdCM-2PeV8DjGG^#Tx= zGIdZ)wbfmWA?FOrMR!VOkz|Dn=TA7WHt(cLbDgteQogNvnb|PXBsy2-fVFJe&Q9LD z4Rep=`36<3CbtJZ(RauE2?T~@+m z3o8`i#`_{~!3R^HuMWwKW9J|2l|EcMh_tzNb=EW5K zS-{gU8YV}|2H2at)bC|2wrGTTQuyskr{mnx!?gEcvyy27x^RR3cejD(_$joxK6TX* z-7Gwbx}i~)17H3IWM}J;B1!{|ogrQ&=G33;l8D8w5cr>GFr$6Hh1S}Pv>Ml9DiS83 zg-2o`ABmfDE?dXtDY{fyTY#hMo4W5woOcz?BtratA!hg9fp01MmmE2`o20WHhrrEG z$$z-Nwv4_f2T!$uFHhY-cNho6Rh)1RDx=< zkJ04XJ@Z%1rMJk z)hVARiW}vaDo8bU^wt5lUDSQcs%Uj!O`&Qcu-so(ZKKm_Z-g^Na#de8JFnO7CYTC^ ztHwL7+0F^qsBQOj=)FLRsq)&rDQw{Hw8i8!)w~&fCA-Ei-vcI!PUf1TFb>35ksxF) zbZ-UzDcSrUX7Nqh=K+=gQScJg1;DUfr07TL&G9^!bXTO8hlnE&NR#X$eHT+Kn79#X z1(OTgm+$_gGZDpR?U~j$?LHHCT;oy+aa=?RjJxfP7&V)HUVW$Svk6CQ*9o_Ws$=GG zcV|zAalK-7#qKkM)Xau-yCOICoYAL03JZixL$Tfe9hG{AO8GSJqV^}=7HcP(Ftxkl z)eXaqUyU`4-r{aW*e;PgrEppL>fYJBNO!pMp}==Ty=b-yD}?+nJ@$dACRlW8e~0|> z)tJGx2H%Uj$gC~n8n=^gNy{wCpsZ41!*QwmDLkR+d3l3h9~l}iDm6yzU8@a^jNtOr`;l1kn)h693R^T`-2{Tt=V&*C&v6RIZP? zW9-VfJYNLJ6ShNgJEjBZe;%u>dOuw?26_T8Ko1gA3JEh7*AM;W* zV4=WHL=y1tn0K@xujrC!C+?>kj5_ zrnn&pKQhM4xLZrBO@%MebYj)p%bz4WewXB;x*$xmc(4sdCy=S8Zm851Lf<7G)3g-nmo-4)7ou{h78ISK) ziz>U^&+J$!|C+XjY>*l_yfqsAGPXi$P37D1b%**`{E!Ilq3XyI#py~)&$gbmB{h|I zISFWuee@H;o{yH$76Oidb&AQ=4%_k5DX{oe?&}L$&?cRHJwJznj=EoFq3_3>U#~w6 zP&$^AQ5{7EN0~i-R*UCIC8Z|vu5L)q5UaNGHJ+#lD0C(#-#C@T%&1Fw@N-=0{HoeD z>&dW5AL@ECPyN-*PHJEA=%fOwg+Tv<_SDSm5Veg23A@Lws}5iT>eR#ZvpG?;FTT^z z6YDkFffuJ*WQh-w6LyhgfJJ{;AAwqBZJjQriL6Q4GLInl#QpSDxOe(0rHgcWi}H>) zU))B@M;OBb(r$@TSmE-44Y(NI$Y-SiK-?#c$<#PKcMOr zaVQA|$yIPLbRPDxDN6C5pK@;GWriCl^i6p2h=Xf!el7s6u&9Fz)Dfp2Y{- zuWQWAvkn5fp*}a+BbA$VsjHDH&54JsZD@d(HA}c-zi?+HK9C6zyb_jnWL7}z z+Z8SryAo1@ZbPr!fY}D)EXk34Cs5%}K!I$#PpD_4*p#fh6wxQSZ;yNO|y;qcunCw{y@23e6vJWnKxG2 zLmmZN!H~{C%tDHkz=qxn&0qcamSzh?^uVLkVjsm=*6petJ3d-AkN6hBM5^|?&QaPKG8YHp_zTO9@07m zC_(sd4`vhh3XiBp=r0(C2|s-sX1Ku*LO|55i7G4o!4!B9L*n(!`FOZCC7Cc9#4kIM zXyQUGRcEDKnwo84Z&uM-c}4}Vm?{Gj?O31VPn&Q9n=7u#@L6-*L^tI)W$8e0M5jPE z#lscS*cgA!a&X7soagJ<8Nk&%SN2GI>7K0z_NgqxUS@ccFF)x_mkP-Ga35?9r&BR_ zxJu6a75xq36T+f4+*7JD!EvYNoa2igLeuUZJ@F7mN;EZ` zcDGnrOLC0DEXZp#DQzA`0cN=qCk0W+WtT0*5c9>x}39n*z@>=pZ$vB*C2DVh`C4b{M? zF!(YR-;Y^SIsr}1RmhQ0{Z;PXXuY_)UIMwqf@mHiCC~Hg#NOmlh2p`qkQsLW{T7)2oLc$y$ z0Mtmvf&Rh?yH(Vzk-h-X>^6cpzK4r|>`xI(IZ5pZBBbO#sU1m#SO@FjF4)%7W*+{d zlWZ}!!F>XhQdZq{r5rRi-h)+IRdyFoA*j?@@D(E`^^ai zFU5GoSND@vvFnxI``j>daU(7T)@eID-JV6NG=<&37*8qU1z#P7b>ConUFY`}W?D*N zkuMRE^t`)RYpr|bE52zoYR!1be+W7A0AL1HM$lqCC-5U&jXzx(ZpXlZg zZRYmI)DVg3W?yZg2f!>pVN9eEKYpa&Mxci=>>AJLc^}lzS}aoiVVU8$`-ecc_Fuco z#yNH1R0_466?I^lJUl ztEmTwD|7RKh)xrbLqtyeqqh7Z@gBFqeNAH+DoIN_ntLbO-_sIk-zUp}S?ybZ-jiTX zY9QNp=aKx!8(ih}tSn!&UzrPQZ$Q;(@@ZjO)c0sSuI6rOI&#rpxMMor^EeSPwJ{*W zkH;@F3APVb8e_PQ0zcdGq+7m8LK!c;@p0-h{ANForpC3rk-kV9O4Vun zI^A9v`2H~vJm(#jo=HAKF2dP7b^cu#Q-t{DUn;ECETd{5Jy1*O^fR~4rxst4Xb%KrTpF|-b@(tBfgMkk@(1?F(z+X_2ivb?u$5L| zw~@jEK2PPSsgL_=#vO%mb-@M2a|PF5n5fZ<hoa{tfLyBN5JtqTb7)GZ_d~zj?tK8@V8(> zupwv6GgE~nlCgb#50~vZN-0D(k9N-HYenT-a3ZF4t6+V78gBo|f7ZP0dxGwgAU0pl z7_;-~prM8SbME{_kLLk$>icgPW?|OL#|7UI$|7!^2lOCIe&umpco@<~y9B_lyKPNv z8_i>P;{ljU9k(~q7uEy2YjXt(NX$R#%3`$wP?@scUgL0OViUw%nvv3ve!y}WssMOn z0E$M04S~yduI}ts@W|C?4L>1x$F65hUK7YDZh2%P0ripl8n1{oz7_!Ubp009M*^jCeNiY=hgA;;s;tm*F>d;b zasHM3xv))|5%xgP=Sh0mPc_hrr81(UM14`Ilr`C1;pxJ4>9MKm;K(Rd1xE7|Z9O9n zr?UxvU>74>`T3(}Ie~2WX=hMFwbcafd;xB;Vqqb(T1+)=%BP#6wXC7Vm2Jhua;pyoElyZQNd!E6X6ws)>YDQ0Lsw|F{(kOe$IWrj-~g+kCPqo}7uZ)s@LT@kz)`DXkB1dOwjK6%Wl0P$e4^KO`O9 zp!tmx+G>;`XqY7!NN*~Hk z64FAvFWoC|ho2UqVRtCL)x&P~k-8~%iBGtf_lphz8|6o+JvHAKAYGZCn3y~mXkV-O zu-nRaFV@ROhVq#DQ*McOutqesYXY|8r2w#l3@#=NWv>U{s!tj|Wy5fE@w`k>o6O~9 zoUe+xDXVm}ksCPm8SeZPlZYLA9ltE@xeqN|nrw{yyKB*Fu9XwS6{}^N`l$wn3zcMU zzGD8@$2gA>c}*F8jbbdaUyGL4Q_Q;s&IO*pWvH%QeF+CJ z*x~x~%#c%KgLZZE44E=Tq?R*Gv0@xE$2{Ega5<+HVLiWIl}!+tH59|`1e~jy>UY}7 zUURU4PJEbj|H)~QGKJhrZU1X!Aa7bGuvG_rIigYbD@Ogj?2AQlCSy`T&Xx=+E%cll z2uQ%VN`e_39L`2`&LL!-b2h;aTaRxbd`V182}Zo!f7?t^Bm4=N7Q``koRe>@xtwZH zDda1lIPJ!-$9NT6Q)^DO91~-oJ@q#Jfk%JX4^Rfmq@wcbD%0Cnf0p%IXM&hG{{|5W z*OHQj-(PN#KIhS7g$Ofxg}CWAX#TLuB%3W7AZZx>PZO!>B66Q@{y-DnmZ9VD=Lg*w z(<_?dpj?^ysIXeq`XuyB7{93{C}>yUKtLka4I>QQOV(r1s`Y!_=UUR%ZGn zDjY0q6?kJM>E60|&%^k8OYvHruH*z&caS%@ui zwh#0{**|MV_o`WMexQY(m)9rLph^7zdm@n{zN({u?Mf*{UoNbQn}4ywZpxn%OBElM z+?~^Ih*f8zZv$(dt?4b)mQ*hsfjvL)lyeO0YAc=checD_hg+PHAL~PZr%H2J2Wj71 zdzRO~j__zOqX|(Pe5qDx&+r*dlXrM*Ue=wMmg&ZYz!b~A>}*hHkwB`wkA?O1W-@;P z*ARzdS#_+1x^#*FQ7mw4aMmH2avi&D^9g)65YkGM!pB5(WnoxZ=d1KT1$}M9`iIi& zK^Z>qGZfQP+=m;=Yu{$Ub&MBkt7`S*Z-F{4dL5QkLLAj#JaxFAiAGs*{=Zej<4l3{ z-lZJ_;chiaIS+<3H-(N=+l2EobL+7U4E&9LrH#zFk)`X+T<$FZeL(kf!DK|>#IFQh z*ha>pHHg7k{xq?4iYyUju0h+=UDpWSXhY5#kLgv!SYuuD+s~!1H-jrlS(vi$*(w@0 zDI%voZ@%KKqrlpC-yS~BkW!a?LTGs{n{&W$FAqPv4U1a&WcJ;>M?BKb5y|(=6{$HC zY|CbVT~Md8FEz$W4L(5L?r5oce8oK7QVLuJ6(OZVLoZV{7w!D_C0-*0R5y@)&5VdH z<)k7X_NLC&$)mO32W%PP0>bCwT{l_JK;ig+wtsZ=b6cs<`iKrEre5LX>R&z+034gd zT=)~IqQn2uEA90nXxhLTo6c%_yrSDCmgQ0) zWQ{HCBSbrly(+a`N0@El#e+;dB5%RQtT zhS?7PqdPs>w#k8?Ii#|7)%#5*mrl?9y)os#cJ_G~EqkA4M1bQQ@!X&pGM0TJ2Kl|7 z4^K9V)$A*rxxk?2kKMoB2)^BEE1Ih>yIdn3}Yo>iu$kRe-WUB3sF$tDet#_j=g-UT*h`1%JBh%Dl%^HSvWW zk*T4%Qy+Yp<~DJLmh)=AmjrC%bMQXZgyfPZnQ zO3}Z>eQm@YBGXE1G;Zkt`s0e~CXiuF_$52?{qNXI?O7BJOH#oygo)(SQA4|lFZOnJ ziGPC`N%MUh(`7Ptk=IC<*Q};xMWqMpHum`E(_Y0^n>1plt;JP_H@4P1V5;)H#Z$x` ze$x{dy`?uEqi%$LBV0-)#ny^%4(%$f^eorfc>&_7h)&fW+kOOTSaQf$dW zT^XXDRI?f)BvyR?YS+4o1@AJm$s)hRq#OWI2Tk1X{guk2B$3l5+Ujsl;KZcO8g@=D z!fCT9A>LGvP2ON9W=31Q_uku

!s|rM1rD_BN7BlFbg6f(huJsDa<&_o*>3%f()*{~soe`#vKd(&K&H}$1w#JOZ zG)M~TUgAIm=jLur&vkm3wWHkbrFz#n+^RCnIM^O^3{2=$_IO`aAYJXcZKXVPp}$}C zy&UK>&1iq48$lBF`<1-0MY~u@w%blrj_Jd&tvo|&@M(eHH>*>BLR@v8VH$LPZPB}_JiO?9?z1~}Zf>?2Sa5exLon7gev%%B zwc}FX-}9TCaLi~vjQX3E;aK_c!ORk;SHiY|_>Ps*ou@puMR3pefV+{lxGb0YEPeN- zry6-G)3M*GuK!+uDoFbXF~g%ZO1rs@;~VStP6aQ?^6s8NFI=V&j2^LyO|UC+lb^O) zA>}B3!>S>K+|^+y+Y020D>u~bOaI(6E`BafP%ZD}#(?$4i(UWdDs?+p&slZ56$jqy zNQI8^-b{Ou2t^;im+Q`)Iac9@*e{Ig4*Dm z=rT1fZC}u2>6LejBQWuYId-m_a=j5(PDp6^_1Rw&V>Pw2fi22CQ3YX)ceS@FZ6U{l zddWxD1ab{WD@+VrH@f~GDD?Oi{B7BVW!Bq(UFJ;7>G&S$ErLD_;DH|JZMj*oO740} zWF0%MWW)NFuBZ+!;XefCv%uFm02w5kz6Mz~@PKg%9})OnDsU)80YbvTu*f;-)|`KI z1d8SN+neYh({Kr{oT96Xr&_3@jczTmcgh)HxeK@?De28m%JjX2tX9DXS*j zP4sDTRxxDGbR{;l+uWc)3TN8cnZMFY@{`;&TV#x)7OgSMCn!#f_=;S2K6^oBTp=}P%h1B)weM3i4Q{60QKYV z%T@n%&1oNJn$s+yr~u0>D;`bQ+u2@*fBt$Ob`zf&Sy<%x{3xpXpiCOShwF5|0YO=y z`2&S{zJc1B&b7m>Mc$_}TSTxgb?hY@pq4`CtDv2=gzvIraJ|?bhaL-)=1C-YzHi=)F1X z2VGpYZ==I9t4ox}^tGB;d!}s+-58k?*M?cOP^54%M`Db zhArFFp@r-uzWpnov zQ@nV*MB_Zw?X+P%g!7Z!vAUC0{d~H*_3H8MUf1etA?B0-YIDo01>0qhZZ~z%r9iml zI7Jxx#m`x?Iwzsqtv0>Q>>-!_J%qaWVYmUcysE*~C|1cXE~o7WV~}td`ee(h<}+bV zt7iC(CIUD5dqFsh}S(cta@p;B1A>(F&edpWVLE?E0bn zJir7yZvK@yaDv=1lbjizV(TX+q2&Qb2-DgU7J%tbyoejV*IoMn>belxq#S-AsEm;cgKQT zrjvoE2~%VhIxXS73WRP5@q8_Cp%6a?M!;?@7s@D=EgJ~ZQ8taor}Z&vm&lr2b_&r( z?0i4AhdY$r!#}|uX_In2SdK_OSU+tFU)fz3xAyz`d-~vcE1~k^V6tKP=JPY06ok1Frw`}Zh0mw7Dq@8P z^fY*q5-c9<>Ed)KQMQ0y(Vh9du2l8=4Qy-M;Idpw`RSC-jZY6x4e?Hzydu3@+eSMn zs_RQTon(c-pemD23qJY@a~0#)LbxHY>8*D?}#han6?g0%+`V; zLSs$B3`Kp^)>=+@+LSGEl888`LYZNQIz+6(IjxZ@@=(;y?`w)(x@A}^W;Ti6MMtk# ztrJ&)&QH37Y^ut0BR;-tmO_jR+OAq}5VJ|F@>^bW8S$vw;MTJ&lSobephw$QFQ>7cPexmO_DyJv z$z*_T#ES7IrKwl#H{QbtOIOI9NbIsoWd7OLT(c2z1WmShw74Qa$ODP&u=CrCpd_Ir z*CI_<^>!8Em*(;y{7rGf?b9J0@ToN9I@YYf9*s z4T@aFmTg$)V)%@zCSrliv&7&`t+H4c_dGSB`&2b$?n`YKtoTA`D5mu%S>(|b5b{HWj4WUe_@B_m`-^}&2z+S9D4qvv(H)A5cW#o1gIbk)XLsy z=_Bq9&feq_A4rvaO2uXH9#eG&wub`jMRqus{m@Y~G8CmzPX)Y@OKG1C7`~CQR z&Q-GTY?3ph%t9=n48o#uVRv@#Cw6Bg$hjVU88x>#TitC_xzNRl-E(J+!lxeYtD=}b zw-qMZ2Kb{K!Q#?cj7d=xw3El|?gN&ETZX|wc}VkP57xP+y+}!E+VG;)&RM-Hyv$*( zY6P1rQ*$ks-Lo4>3O}?O5*!*sRuNmLQyHC{+=}Ke6EC>dAgwcP+g@#n9tagG>VD=| zsm0$&5!#G?QQo6)$Ey{4f~gfCTRgu#dw)n)SJt-_jkQjnO@3E>WQ5_op-;Cfs7G~O z5B|F{PY+^`^eN$~!ZqxC?pPM-3f4RT|0XG6dYgqv);dO?t4$r8pylJsqT8eiB)iM# z=HRX9;xHqm^F_fk$b;047Fz(@95I_?k^DBG0k28ET@OsXO0xoMa6R7>Id=dpMQL-u z-KgA{f)^?pTbqV=ee0CmvQ~X);|I6wxt-=q00%LI@em!+e5aO_uwsMr?wWy4BKj}- z`(sM_BFxqr|--*#R|X!NSp)RFuhrfLN`$ zSInr&pbO27FK3@Hz6-A1RWV6jfQ_MyIrbkNJ=yTY63bL>wdr+e>lK&TeaVabkhof{cD2Ptv=2#2mL8ls{$LUW zoCcjfq@{MytPVM5|2hNmxyhj49?*AeO5@8s85gbkSA%^^cebV5SMYy*vmJfwGp2d@ zxQw*2pLKx6)7p=GR9#AolGOI$L*nl}W*y$tl3BTSiPM3xGu5u2fjTWmer4<@u?)%S z_D1cpZQQcc8v$V>>q+H<=a)JA?nOX_n585F3Y&l`0gM5F2-EMTJCle#< zDMW|QIprtL80R>*4p|6PvOX~?6nnXli6pZE!MoLavuVbWhT}s8()M2Q z)`J_@et1PpIR6I85GxwMEfh52|L zy=Lt})`Y4f{#akAPqDbRbIa?m>j-T4mppXC2|d|tPDN2P1kAfxOuKA^FP7L!b$5=> z_UyNOgx#xUv$PBL?LL;!Q|RX!PtAl#fRk<89DdL+95)8s86#%|2df}+?b z0u++w?T7|ePtuC_Xxm=n+$W$vHXv-xoX7n#mzh@9gC|RmtN|NpRMPQgmy+b_Io@s& zxgG5ky%INc@R(o84>;@FR797*F-!(OxR~J?hvpl%=e^svFJm2$2N<{J=Dau7gNK3P z!VwqHFqoD!#N-E3w!s!E84yz)Gh`y9x~!cE{SL`aymVN{54o*AOz8OZ;=ysZcJ?y* zv)=ZkEBid$0r`uE)cmpeBhYfZC!GcARH=&kqcqo}ejdwiA3#ki$#=$0$+bu`)IpYQX5pDu`sQruA(1!P zyO4x=;wDBwDC>w;L^hiv`Lwxuxg*`i?{L1q8z?-E)Xfc6*f}5=?_u`d0hvP{CD`i5 zSci`fK?{nT8c-AbT)PQ(Vn%9WQ0bjNoV@WN|IvL_C6+F$GSMSF*>e&HM#CtAM-=ft zn61|n>_0b}GjLOY>DWD#sC<+$&%Xt8lp&ka+FMv5Z(A5@(y*8L?=;3dtsY-~nd~1k zUF0V)O)TqLn#-dxa1dCJ6l?1zN?s**W-=KI$vqS4*K$W5F3R+Upa4qLQr?(dh+JKC z(AVF8A(7jLyE~Y1Njp?3=kCoE|3+`AHP4W%Hdi&-M4&4E;8S1E>Ax;H)?_&#{3wLR2#mAOOXHV1`NZ`AAROlk9{stmYA=^rGU*2;{jzHQ)BLTJ0H~*C6IatfxQGxIOjr6=&}Cs+V*kKTDl5 z`NvhC1=q~F#jIy}F5Iq($n_zK+<7NDVqJ$v9dVEf2tKCr!5-m6SL2slIpc5S_1=Z9 z%^}<6@(9~Bh82Rvk>4a#&X&El+{hV*%e_FUt)t4S4 zFdOaR%tG*L3B&$#0k4$vuv<8r%w`6H-6G3Wc0J z1)Hl_q(0A0m`!33F(FsV2`QZR%1SB3^zCbx+1K&#`o2E@xLCv39|&8sq{Rz1jDhj4 z{c@cj%P-v%*<#+Na$Y5cTO$eIo$I?l>3+KJ5K*=82;>x_i#|`?SE1h~(&w86dT$$# zt{WM1srSd>0LRto_IP$ou6}9}e7k(LD`!Pq(=nUY7`^lkc{P`$LCAhWIPY22@;b3` zb9m*K`dvd<;$e3u>s(~}KRPZ7L!onUccitOTJ6V4%?r`fDtss1{pjaYJ;BNTstTPv!Kq0tdFzJyn}w(j+~NfPamt+HcIwIZaUhq>8Dn4>9_VbH0m8cw0DgQ4x*RCkX&vYtT&TQ86KtM^zD6Zk{^N zbb|6dOQCt{oGwG76a_H`4GVkG@bt919m$zp8wPFYxA=4_8gM3(NZB5z zT_?r(ZP8`~qwwnUZc69>+n%npM50EwVK+a@`+l7Gba2P^T??)Lv|;5q*6rUKb;zr#RytD&UGiC$GDWUfn+!*UvDsDsN~3cQv9k2;b|(c|95e zL{6yUzehbDXaw=ByDvsAA{=ee->$!K#U_0_b^9@q?ICGaE_G2i_&^-=Y2+t^!X=!| zX9m^qZR-)j^=87Xby+a#0nNbAwW%*|4} zl>*|OWbCRhqut!ve&fN-5&k@tpuHJV?5{90MBoCzdPHu?b0l!qc;PjCE z7|{2IxHZP0xTq__C&t!;me>N3>0{|x1&p0C#~<_!%l?}l!a8aGy5}R7O|Uwl_GDMu zxU4If(T3Tqr_Yc1{wn|ZSBGfmA@CR6f;dlv!A8R;jeS4;uA4mg89m0W^Q%@@HAt>( zd5Lc+5M*HSMJdJPX1(KDaBGmPbD40{)qKp!PvW`Vr5VkmJ*NSA6q}OKO5EJKHo1QV z(yasO3bxaK z2*=ZLhEE)=2*R#A{ z-f|9pd09mD;OQ$-9RdCP9~XXjitK6AJDrh<^7nS)g=c=Fb2{@d_g9p^%mX^5+|F|) zKyIY|U6Db~RsG{1=eUTuXCt=Mqf@`q-7^pjF;3;^dtMC|;ooYhZ%$1AE3)gT|1)a* z>8utH!{NNk5%QP2n%YUx4Q>Ywv&QDgr;+)Cp5ujUSp$30!Hg@g>%c?3J7Na>A2%gxz7l(zT{J%%!(q|~Ng0EU0fP&V zD7XuPSF3P)N?)@0twu(a%)Xn+bnt2F0k=rOJkge&y`S%W)V-*CgBLDb*T46Hcla!j z(G+bTE0%HeyQXN|1cX8IRESHs9l*tg{0z0DEfg9x2xq4r#k{8-S@(${!kSg3QqvMHuTHRa+k03W zlJ?>B?DZsZf1!6??`e^Ih1HsFXXhT2muYYoh!1CL8NC1S!et`Y*xhFy(5Vmi{9mzp zQ`r#@HDiTDAUFsV=1~l0AF?evhRM)?*$Y2y0v*-S&Z=!x_%`Z;Wo}8<-K1NYbm`b!UB8yrm3>crYg2z<%{&KF9WrIT8AzK>jIOAm=Px! zD^Sn{JTgL|OgjrTFEN%sp}%|419@4oh`) z5o|pTl^=J4eXLOoZ#F)4m~`j{ng63x$&^ytj8UBnZ2uVy28Csrs#m7_WWESs zT)}Y+@SVZ#1+dSOZuD5Xd@W)Y^`s98#x&!$_#M2u7b5S03#ln3RU!5kU$*mc?xpmv zG!HMvx=u7Yzs-AC8#CkI%e4yU7;WYw2*=jJ=OVUc%Pz^+CdKXki9^@)_9(8x@%fMv@S3>B9X_>Zm~!i(xwRL{8Z?X_ z*=vz?UC5^UO7|(O4PzzxwO{&`Xo;gP5ijY))5irRsIHrW#lDY$h52@8$kdKPR&i=q zQ9k=XTtt{+@A(63CaUWe>vV-v_ebdw?^5@7ZrMp#guD0`j$C=4b=G4^(91x$scWF* z9I3>TjujeE=78UerVS_6e~^7Ud#>sgbxF^fDQCVw=J!cB%LANMYt;mMS6_I-je&+ybk}&o<2NV79+q zPXRmDy?=B-JW5xrQRWqPl>523#pW`?akvCjBX^K_(L!AGJdh9K*qM1H`43ny#DC%F z&fAWsTR2P8REWE9c37u({|wqaf@?XZYaz`)v&e9LEGJ^F->;qjqIT637uQ0q<9*34 z*a@yRSChv)6TLT1bPUgyDZGb@PKjKbMNXvgk;cx@uh7 zv+;Fbk1M7m*wdP>fg)sm)7C7iqrc!7$OG-S20K`;18pg=?GeaJxl=D5BxtJw+Yh%y zb%CzWd>5!5D>1$>H2+Rk!_yEgAZmWqWAJ-%NuNnR`VJvxVesH&j7?Z|)sOh6*sc;) z_d>p_H!Q46JZtj0cHV$Wh+X)>xh+#0JVN52LGwG>e`sO)u*~NU=F>_-MBwJ)=3ZW8 zj8OlzoKwrsE%qH@uqN@T7TdCmb6YgkNb_-_gVZsI{pVP7O;tz!nS9s{*wCrRXXyRe zr1C=RxyZKr(bv>m4+d5MMIO}%dR?Wa0gqoe|ZG>exD6Xsz&K{Vw-31nGo{-LQ zcCThg4Kht%Ek|#SHb((X?gt9ogJauxk!@_X3;E{pv5M~Lj1m*_hwwpJifh-(0B^xa zU@DSb6P`@r>-+HbeU!*c(`9d6Iu_!geP%V_YjMOa3XjV@c~g}4N5BZwH3a{)G}-(E zZ{6gR^L-U1%hwo_x6Zx{)ceWdehB(N|I_W4)vgvH7{s*}mIvqo%{&3FGBf;9)#PY_ zF>@X0)FO_MZD>xMXKWv?MG~0jt?{(@>s;aiMrB%E3PU_n)ilVB- zPVL%ak4QScsF~WetM-h&N6px3CAIe!#E6jay`S&z+;i@^_uM~n@?Qj>&-?Ql&*$^; zu|?*)G*)t?V57699hKuB6+(=<{Wb19(-0op3a&n+Pr_^h+veh^SHlHtrC-`((Tv+T zlK0Z0^W>+5mj{Ip0jYqVaNIspbb*#3XSo%}5PlRjN3AS^y!m$~olkKqkOUxVnIe1&MUU&{^%NrmQ!LXEFB4UM zo&phG27a0U+g5fJTHNn4?Z4F2h>es?O#M=;R5bC`U@TrNu(SCh+?CsdWTSL=zDzLp z_^&*Zzu>vRn@iPRbP!oWj^=M}I;NPI)IT|7e+#yCE>tTcF|Vi70~dI|um5ldV|%g7 z?rUE(NFeqP=lI2coBXt`Q8S5o0rA(X_` z_z|MUe;oNH-KAx!E$1djO5BVD@>x{h7JtN6<_D4yGg4pT7DG zp)BDZ?b+M*f#@DzFvqj4=5vAbjE|2)gBN5m8*1(I`>%&Tf!W3$%!!7u-&q?$i<3mF zG?2xPfL(;l??b%@>2O0lZzLwRH?vSg-;KN*49uS9?C_zX46*}CE{rMt50J7^cd7y> z;{Xr8dq$jhI!A2{$Qz?}uk(3PSU^E!SeZbdn=)tE^uAgLgb|@Ro-o|ez+F-@D~3(9 zaX2jdk91N}96i1|@!ju7@>wHrZc!PFmesnh+^?O|$_R2=VLSBF{8$PuFNGa4@140) z8P$FP;=Q8{USe(d@qe-)*z6zsksDTg_yCI<%2J#Ie}4jdD-Xz--bKIY03su)MSs%S zkS#6mmD6>++Tj$%$|J6j@q!lU(b_Y}Pas{eQ0b8wGowjgmnrR+4icB1Dvh{z5HGhJ zpJza9MXyq?mAR7DJil7heOoNeJ>NM%{Ti0#jwi6g2lA5$vAd4=yu@sbZhE|;z?@p! z92;<*u@Ays^4<~0)%l3GHUH`Z2bCKrssJ;zXWxy>N2p%+W4&1tf}n?{_zl&VbVS|e zrit5TVY!`KVf-ykO^$$Df#|M`{}$S>LBIp!iqKk1;3I@`PDdJEUiXlM)&tF7nTdc7 zjV63Hh*GhR*2d92e|N?R8_}B4h^GFTnz7(6 zFSlqE4v)6Ao5owl_4kyQUywZGG5Q$S82Mn^r~C=7ww+khL+F^?yk zc-ML))Vhcb5&!&4qto7K7bGgo8*F+lMm+n{N#ORN%Ze+#BiJ)+z7Zw-akm+A1~gMT zchR?r&i$B^7nPc6opJd`qV!uOd2_{Ktm1V%$!7rzpiYpqtbVHV6`r-;DL?EY zjBnCxLD0f``BJl*!;$Nk7Kzwb<1td-2(<3Iknhx@<1lwEL-L0{><09cqFVD~=jpKH z6HKZXH~`k3c4K`(e)ScTJt|iD$sRM~7`4>4cAvHGd_tM?25GgVmcJ ztelS=GcTlHC(hzRhyvJ7?ZGFVKJ81ESdLmy%Dx;XY^k`6d$s@PX1%rg@bJa+196DjljQj1{4^LVQ65|=q3+q&u7s55qy zran0C)=*JFds-e(%ago<0KhPa*JPQ6?csZdBer#QBLwSuWvL5(c3>8I$^i73Gz)MBrP zo3FBH@yQZLKdx;AjM_kHfIh)Z!tBs$FytPiq6&XlXEN zK-j4Ds+7mlj9{RjBgU9Tc#CeI{#>w(ZlbI=rsZA1@hSuWT9G>o|*A zs6gane^~To3_wdlitPEbKC7pP?x!qi+K>HZlp@FJ&%I16KrLj$DkfS9W0YreDBHhd zeEZvp)fX`fh(l+#50C}NZ?vU?y`E;;S_--!rrmp)2u@M|pyW?LpXOPk(D^Eyn1gyQ zoprN6#flDp@3mWUvVWl7Zmf#cX-v4e{2@1}?^VQe{gA8dU&APg7q=}aY-;L;#JWe8+Hml7u-4`pJVJ@B+uzr3Hm8}dGsAKB#eXXS4Buw%B14~I7_&z{XVS9 zpXaEyJN@=3QqcF_whFG~Vj{;O+K)xo?%KEGww=K3Lxzi6CzL0?Fp}W7;*(Ne^Eqdk z4*4~T;1|hmm9SOSl{O`rXC8ny5>pAjkL+)envgtKFi64HY~Pu2l=U@A+xOcQGk`1< zp(;^SNf4C@-<8Z6`{bf>ks?Y6;O~nh2-og$T$zYALoMhNPlM%y?AzbXO`k~&b=!V( zkJ#vU#?_RQ3Aw(zqf|^H{C-4-+oLu*hT3KmuvqYK>CJek9OOCkf%K{H40R|XkCyhT zUiz*P_^3iA*N~`x43W@JZgd27o@oN!1?h}Mei;*(gbqmHoAesrJP22fWVx6%M%Kbf zp!+6)p>o&di4(M7E(#;=j-714RtoQ1RV0xaW^W>FAc~g3}BEnwO@>T zJ_PIzMHkdKacU$V((C!>G5lE&5oKE7fX&c2e8TQA!7+0-H}+;fqx*w&nHI>vrSoHH zU?jXnfvk^Oz((hW57lPwYuX!PWj`vbj^pWl;^|8ssF8w+dnY0@ zB%u>kC7Rl?K9kEf=#Rg44Y1prr}|1yPmE&U82*TPavF6q+rIYRk*UFleZ+%mt~BIHA|mO_`o9nO*IIpv2Pg85!N zqfOXuPt9x^|X{A?=DQPV~feaEUikEN4BBK1Ihuc(jSnBUTNb<%Y9;Ou-=A>f;#a@dNs`lo5+cf z*K3thdqK&NuOclIBvb{Aq0z$uQBS)hkFO3H%;OTE^tZmX3Q2=3_H9?5gHF?W7i`0p zJ!|obe5^)K&CDm{%Q>Ft9&Nx0gH9Xi;8E(!yp(X0eCsKV_&YroZLG(@X%zK1P2b;T zEp?VVVx(c#>+v-9B%6Yz{H$IMa?X4;7Nq=1U(!T^PD?Ul+ja#|Zz|lX@@GFqjIj|4 z53q~qV~@>>8PUoR$y(IJN8()NUJ4<$SfSNh&f{EQVw|FP3vAV;-`#nu`4oJ-j7vyR zdR3HAlH&M`@SDy}@OEc%qr+J($+;1^1WMk-qW)%ve65cCxtaSnN8Y!c(11$z%p4;? zCSZsdY_U^VaorOuerE2zx&g>Yd4{q2E*hyaK#jX^f}R$Egh1{rlZ}4ru;CQ7SdxmE z6{jYT-hubNU`=TP@GG-{z!2$L=Kg20D`|GZm3hUL(9hx6UP8V4@arc6rRhTIz!@1E zKlYE?h}(8S-=@54^ezzd;{QKsh5scM{=Y9Lgu=fxF`qI~fBu^Pmqt|>d5UVgi&|xA zr9_@K>@H zzY9|Q0{D~zPt<)NRxigFaKUJdHi4TvNdINP#Af|x=dt-ub$n(Jzj$2bEdgv(^Dl=z z`|*Fj1h-xPU@mU{ZoPk0gnHn6U|%)Q@ak$p%`@*|M6(YQ^+tdXL}RsUnct#-qEXs^ zD4nJ1Wz&Dvt@Sqb-6&OIY$5D5FMnCS(v1Zow3>;&fFV(uU3xF#eV`)_@}Z|mLTUgE z+D{0{+weCJ+lgkqOPkgh6R_6gzOK<6Y^xuXxI$!jhD)w?iaaE-eTo#W^Hgaijy3S~@TyCQp%Zxe>-PeJ7-^L6_1Kx)P|Q zg7h}rI*}Ki@iC~BWO~^r&WXI<+_5N%Ez)|^!JX;WfXw8+uVLb#5vWWcvKK zR9z+>Y#%F5jhmX`uv6abJ2=PcR^Kn>in!I>db)gZ4Vg^lMdW>Qv)83Cg=&^>wU<>O zGV8zb9(h!i(Y>$S@SxVlhrg(2(559Tk5T8GD8RLAaK>KFMz@>;C$Xnh{Vr02GhI2y zGy9LOpCm!A2Cxry7Nr^N=dJM^763%~NFVv5<5HX5ES=`ZNa43nD;@9CRCl7jScj$S z=6ZThRcWlME;r@~HH5e7B!c66dzU#(e6A_>27bgI=FR$6*y9<4A_H}dmA-p$IT?p# zbL4yznOm!LZGu)2YB|wMN-gp04JV!Fg6(5_t>ZkiWA6ipP?t=hXw(Olnz8JJxeuPx zQk*ld7ftqo7!BQ@oLGH|n(yco_LmIGsqVTxk1QG@fn+|lAYLa=Zza-s7gj}hqcQ#` zI#C(bC8aq+q-01^foTuh>w|UsV{(doOhJYVvSH?E?vygO1M5VBNV4`&@NDhcP4V zShewPEM4BVxhjKVUa0ZL5P9iwYiQnzxtS5+z$0PUVzflM<>D2$RnTTs$_s*_&jbIU zaM2`JQEhA8hN9+`@@27s>$^UW+8{a_dwEg8Tbg?^`VUEV>Y%Wds8=fnoDp7|WF#{) zHfsF}Ius ztrhR*nL+Nw1iI9OzTyMBaIu7hI{Y$~FwBQ*2_x$fSpwr~2Kjd9o*MKHv&x-8 zS5M=OaGi=T=T5*@Af06A4DiLs{DX&;DVk$bssWpi-GHMa;r+5upu81m(cFY{>la~N zNy`@T*92-&l3ZC}{#mQJxa8^!lD?JRG`F1X@~5uA1bS(-jK^rl$h*yF$0B7kUarPw zsq6c>U5^a5#Ae2`5-uTIH3-t|=r8B?uckFWt6e$H(H&8; zm-jozR$#&}UG}2Wk3Sf5B2!PYAH0?q9cZTa$03RvGn6md6LLrUJ6SeHix2PDIKks6 z^QC?mUz4~?pUm1qSP3wp3n1{}-lKh;@U_w1l)l;tx6IIA>a;pTE#DohX`+L5`>l_d ziAh~@YWHRurm$vgB6_)_S@tE%Ng72~S&ZKt&U3$7N2`)wY#u&m16TLir$3@_YCV{L z?me7ij_&@7uI)WF^c-gHWt}xWE;y*m^_c^a1MJ+1=UH!SgWMsjKbD$1+UM^IH}PZw z$cVEQlwGaqupQci)?)y>oYe31db{Po*x{<`8o^}!_~X|sF7uUmduGMY?| zp*UY`TxxOojDFv-eS-qnBqP40xsNZ9l2F~rU@^fffV8>DxqtW!xR2ORuaY;wD0is+ z#R*#;h=W=9b;Dl}RRIB!fZ<*ch;$=epc4xmfgmo+*M}W>~1L|IG z8T4~P&9w!(yGIkm!>1_skchxNYz_!&K^P%1lG`)grKSy*F9I-R{F7xs-QeZW*H9(y za+Oo#=7raxrtfi!smVHJUWQj+q4k0KbAjK4+gS4s4DcjF7nRFTvA5o>9wwC7hrb>Z zh*-&J&d_L!93b+yIaz)7pHM&6g+ER!%<-j# zV=2Zz3Ak9v))|os+-lY6wbs6Fgz__P#{W zkRZ9^v67Db==%v*_&_0K+>A^=r)S(*iIUD}9qeA-Ut)>LRGr`G zDZ!+ic6;4H@l2{4DO&VN9!!jsCq&L#IuRIvt7&X zeifUUHB2zGb@;>V9o?TyKnI>29%=p00s!n~moB*_CWI z?8JPOs1Cg5DBV=^`>b~|P;g*JQBRVh@7-Da9FCVNx66;`m~F9HZ0_>tOEgd)FPYn^ z^xDoa#&G5?S)Ej1KN-$XLq1HE|4UP(bgl&}YcRCd5o;uBnD3Y-mB_oe>zZi|e@(wt zO&tCxTIJYv&%{9*?fi^KQT`iBXsz`M1b`2JF%J0!i;!Or_PR0PZfGhK13&0z6USTA4|9^qqpx3KKQSTdl2H*sl0J- zdZ}N~+K)of%2QBcE!#s*PdTbUWFMQ3(*5@ypG;U7nXl#IHCT~lD&Y0bD6JluK}&$5J?cI+V0lr+zbRgh|fTL1dRfNOlVTD@8Yo8iQc zoZ%zV*M!y-yj*;k#tusrjEK!81%L{zy;&V161cqzW4)M`nM$%5+quCR{iHJ$9hen% z2)j>pC(4A^HH>FRf!)8QeLPnQFhoREl8^Y3KyMHl=LMeV8y&p1B)O-w=YP|BAbFwx z068)xQt10a31<#z;0ZD>b@Z;<=8!)$rYa}OC>%)FbHXU0SItQv!7NQ^5xu2mO1)@l zvQc)7k>P4mlseUc=@(TttJVMJjMDbV5e;8NfOqZ=-zGsr`z|$WjSK$5i7vq7#m$rC zkMi(j7EE4VwNC~e$`h=$7Q zvx0)PpG|L4w~r|#K$`OT5}AH}@whnS?o+&IlQP_;#J#2#{I|hDbb@}j&!sWGQbEWv z3zZ{du~~a!Z69!$-w|0YOcht8`B1M@@c`-ziP?}T>hS$dim4ogpBrox>2+1_sL5` z&{Vu~s1QH)bSYOC+bqs>u;5*wp#KBt2fzOh_UXRvi#wL~c@I&Ma&`G4BGOj1#xLmH z#HdoYr32k&tiAF}MdG-d1JCs3yf~x8jOri#DOcDZOb^h%{Uy$|VY*e`VBDv5?sy?; zf_-p}Kocb&tIOveX1S&**aNV%*Zx`@kE*AYI>vNxfpx;(Y?M#c%-0qsc=SYAt?>f! zbf@4o5&2!d2ofgXJQCr-d#0V07ZF_k=H3fbPy>4GK&q4;U4>!wk(JJ2%QVsh_dy% zCab{5IXy4*ySDvDZ(g4PJVJ-$iDrrJ-T+(e)mfIlWr%l+ak}64(Gh)Tzb$h?;Y`th zgt=rc@5s_f!M8O@P{wvDTtd%S~hiis8iAkhx7y1%z$)7wL?b%!e4j6(%PST+Ld z?66}FklXG85`=3yRBd+jgS+KuBi~+n+>Bm0>6q1A(%*q^8u&0JJd_L;&!;V2?h5#$ zct=CbbIW*kH_%yenn70}%;5O4M>{q<6J!GosxYn)(l&w`zr)1nI& zB}9b)5M>%!;@;=Vbvk9%+}^<(T~F`#2Ko&GM629%aCeaB6dSC1U9i&EN)Q1`bb)m# zOqen1V{vxu08CyvXkAE0Dr6sm1x=Tmt3Bd&7#b4$BQ{LNbCw;DM6{fMn3dlfopq`j zG81VG9YtLurBcFDEypEeBFfmld1(~q@_y-Dx37lBi7yE4PXvh0;ODU5Ik}K`F~Ycp ze@veIfrRS3fh_2c`wA}2#V%_avEvrQ|9av13~GnM?qe(?>Ng6^@g^Cx-z{u3@2+Ke zp`tg90p6ZZX5wmO@EpD4GCC@mmil;}*{jHUNjkOf`^HNuAlS*!xpyNPk+wJVYI+

&j<2$JH>0CkOCDZ+ z{(ZHcFDm|SY@e5nt$|+M`}484H)U#Bm$C%@$XaX;(f~S-jPNU+HPMqWu-6S>hBvIg zS?8Z&d{m?vA0c6Vr->5)#%!KNOsVY17?i9I-gYry-kGOw0UK}Ms%gkev~yQG8?cmt zm{0V-jWzB(qoY?+cYo)f-ev=zy)n$0eq2OfF*>9;yu|s<@q1arG|R~sI<$X7ZP6p_ zfRD#;j)w>Lj(|i?uy3jL6q}kw>--igk1^NNGXqKEf1;nCra)kg&|-v|m-T%8ch$~gtbgL0 zoG0VQdm-S=D||SUt=w@&M-^gB5vG1k4@m+E>h*I+Z z@XoE9lgI10)TpaxCs-g=Kl+Sz5ltU%h!?D)SGO3gDOC(y%($Tjv|++1)$-|a9Y1zZ zPcpRycfn7N?Np9jt1mR8JK*+ShK!ayZBF*GJWx2>v;1>5O0pI2=Bt3HBOjsKUS4og z74NCp`N5Ysda!4WtS5l)=2I#^^$y~M2)VeGvnfwPCU;|XzZUYsxr~86U6AX+CaQso4+;6)SK?!7Fe!)71Kxc zlG`@TW;%r`Bq43&=ppi(S0@GfN9utYNf7@naaVU0_aQemHd(fZc=)11tHO)Oq_T3Z z2=z_0@xeT!?_5X6w?3EB2XbNuk3n-X3xc1BcHOgTW+T&DRl;_b*!3wmZ`SXOO*2`< z9gV%&5g$3YQ8lN)N!q+kEA`6n7IEaLW?quyJVQ@~HrPm{ZKhzSC2y{#bs=NEDv>JS z%I@%>w$j>R=*cV(su(`a*J@sU=;HXh)eiP4lGxEL>?mF0n7LWw@T8$BF+pYMd6=B7 zQeyyq+`_GDpSb$@_z)~z6JRo3tPjoh_pG%#$}$H8G?3-Ao^gz*i11!hj#mF8tskCC zO=Df4TcVzkjyq@E`N{u?TVEVedjtesX?#T&p&v_js0vGwj^-0|pKN2!V2QS32M>8g zW%u4}FwLkuiqR~W5L;NM6EpAP*A~-**5GC+LPcC510Mn$9A>2s__x_@TNjQFMG4F4 zk{7&6g3=I{t>mwr(qQx59YAsD9DqE_M!p{8jgC&&*-Q>rV6}=gkd31|9)6mpQ5On< zo8Yk41tU>At0gQIW5tGr8@{L zIR2k}Tp|`yhj!M0&}rb@YSLH@o9f_0Jla}d!>J{$Q3W}^)K+GR$0V~qN|fJ))8yfS z=QIR8PA;kD$$MSn0UuOI2uxr3QMbY^-OFWWjVwIrvdoeNWds8oC0b6TC%yK>O8S?% zD$+Y#YSFH^m+kB>)Z~2@U8|_Y#r?g?D+foj-4eK5>_D+ZJxV|us4iS-aql;v!P=Mc)C||Z;`SIDsSdNlV$#aLp*9s*rrH}u> zF`A_2~%sBdZtO5ehg-(HNX&k>`*`*Q2S4?ST}${p>Jb6n~{k zaL?v%yX4h$7!Y1GxVfCe9Sms)O^z85yW^E6u;I&NPa|By1i!2?jUR5lwJ-9qHsW?4 z{cDh;mrbDJ8$9~dAY%|6UsJ>Ia!htpS5YJLi>EQ3A!v2fKbVJg)#a^WlP1aq;^XC3 zwAmEh#llX-X9#1X#mk2GcsSqDvsj!W-^zRCzgWI~Ckmm zpW~B03oc=j-jW*s-OBR&~FV7p=S3Fg3H8jY*3{>Bg=uRf&hA69Pj zIDe{8n*N6mxVp)H$$Dq9Dlp{bw$|wU9Z#uciR{rPkj#u>H#Fzl^s1l9a@_@k2((u;>fe<1iEV~4+@3FSL4fx| zsJuwAF{c+xOI~`Pe%t0dW7N(QkB%G3X>34;Dv zj#6s0{PyEYMHKC-d0XcEd82x5tN`}C-j0edwA~rXIAdJ?rt|bGxEX~dV$}9CzM{(0 zGLtIl>If$cC4u3_+|iSc>0oq617|-E;n_`tr@&ggU|AEx=G$lAggu`opfix|Eg@vI zoy=FKmEZ@bHmt+d@5l-i1^YAR0|%CxZI9;)A>Sp2tL>hV?zm=#P?V6v$cIGdpWE!6 zk#~w;C^c8+;?hF2=H@206QJd;4|ZNlsCrkq-zm;*zO6a&z9vdG0V4d)?Y^5Jq#H>; zMzv>2W1}chQQl@vGUdf9XI!4;G0nMs((Kh;l>*(JbhJfj`gps1aHJS{E zLkxohl%3Ri-zncBgh7!0m&Y0Y13tsaeXwowsDy`uC;a}zC|iln*HP(ppNIa?Wmm%H z{_q8J2;t?DqdvO7rln5iH_h|RC#PlLBn*E0{BL#m)4fLa1t!>cAk6&u5c0u9u5mE8 zTW7J$eR&~GkYtwvTLhbLeYkQxLa*T#QCp1m@+ZyzvnDm&2bRS)#5)lgheJ!!)bG&A zsgBcz`|b=$MpxVdiV3r$Pi5 z@I_)nR!%y-*By5wc*_cu3lLgN%gec4j0cnsAX>(=Jtgn0$v(7z<;fTnh z6uvz~0b0b5Hi>(@ZmsN9m?|nAk+;)&+VsW3y6h>ihuxVtyc6g_yfsFcr%^=Q>=(ML zA$OE6f6Cq{s|{^e_l~80tGq_(q_z$S5=1|ZmYnRIFV0S@{<-xpP4giqu>T>~wEQ|x zSvNsXQq)&$Y!V>3Hvrfgxev1Q4K)Xg6>A4ZpRS=t`s37_%U7o_@-*D#dKZDxS>yD2 z%S2fXMLT+_$M3YtG4;w0py<#b7bep7pGfhnwKD%pLsM)yA+fRdr%;#gGvXy1WNY^^ z&$Ph&qS<+jP`Yf{%Y)+B{3)F|wl2Sn9ku7q5?zc;5vR0yu5-|wKZ}a++y|7OtJig0 zP{UG(atAe5M*gVHXUPFPE3IFF>=zs2S~W;3@$l2XG${7wF_L!1g|KRVW4-42FZxO4 zLEriAB3L=Xh)9P_90d)mpW#c9JxqK1+|3LF-ZQFX?CSzRX+oiYcv8_Ny5HKf8a@3X z;jhDPgR*v$EDwvu}MF6)JBxyQVW-3rRy{5${3x zmaaEs%#MrDuJS+`ZfVZtHzjU?gOvgxJ7KHnuROGDQ9Q?#<7MU@NCj`EmzkeGlT(B^ zm~zJl5$?X6g?LOSY&S#F-v~vF9{pf2KLr+wl0er# z`o+2tIoD#}1QR*Xzu1mG!;iy&lsn{OlU#_;YR{$Z=&}>c_v5OA>Xhn>ogoNu*%ToT z#Mw7P^jc-jcR-j8{hwiiTWC5#9K^;b;f|GoWn<;ND};V%EWQBQKU`}(frOn}rk=Sw zhKm8%u*CjDwXC?!@Q~w?40Yd^OI+(gvj+Th`{n(A&yS6^gp!3Rx>f3&qCBS4`JhHC z${%D%Ga`+1USzh39(-b&T%F@^Z)zY$WP{89F4A?VMJHb3NM3(xWCxi-7F{w!hYLM0 zba|kUodfxy=D3P-p++Jiz7@|XDsmN(U%gewK@Lm8fEQV0S+o^cChf7{Ia znN?$gtW7M3iQ7TW8FzP|K73etc%@O7=5^64=7*SUHJ zHb4$gA!~?7d;^ixpeH%2L$NYxc0%9kWZO96D3%SbT)raP9aGaLgHFGDN_{tgyS5_W zTpllvE4lh!KJK8WN6AB*nG+`IX}9J(z-+3drd?%f-IykgCW;TeV0jZ|V#Hu@yB^XB zwa6qF4u(29QlK;9YRQ+FSJ0Q^oLo*rX?d!3a(oSz^%MImYtrpG9$MVCrm!Cutb6?| z5!MmUk&~DwfS(Qi{F*v%*v(^Vv&yC9up3GQ8Ir>hlFbhmtNFo)Jz*+MSH^2!lA#j& zDAJ<|go($U?&5iivGL$P9U|L+Ki-fGS`3cf-+QUaC4v+59j6(f9atYv?rZTfcKH3f zJDol|ZRH5;l04jrqLZ>su$)Y4^~J6SI~`y34`6R2`m})2BfY) ztAK((a#Fh5j815!Fe;IF7q6 zjyl;k)JI#?25I)}_`Z=Vy3A0SJDaJmN`uun#gbCUOAY7!ACeJ^p4)b}6^llFhLyLj z`B;`uz$HlWX_Ko8XO+{fHke5H5I~j_YCKqMfIbhQg9%2*a|HuP;PiNcp0DcskiA8_ zj19ySI*7b}UWnk>7hEh!k6%oaUw=2w8=(#t3SAZK^H1Q*0MZA@;UqM1xI5HVH$M`j z8Id7rk|BKG|G}QQBK+-ov(j*DuNyh+{=_rs)$C=I#Oq1%dTG^An%tu2FUS7 zXAhlzkL6w8{sUb@Q}1JRV>=;L{=Iwy%UZQ;Sc=pUo0EgbT-NxRDK2&K)A?ajY0U;= z{aS%HcH20C-S%X2I7cVXUigvmhG!aw&;EX3(MG|T6S@9XN%qF{XKIuGQiGX{`T_Q# zHJ}kS8>^V(7W^dAm-(r0_WkPmN6BJ?Tpxa1&aSFTxY&|?7^R+@ z^jVEvWX+q8=F&{8F8&W>UyEUKckbk!E4$-^O;JFtWfkr5rP~I({E3W<+pO=8=VCQg zEPA&RI(C7D?Q7^0uNnZtmtfyTCq-jL(GZt^{7RQ;VS z&4VQas{B9WeT4ctuHN-ufv(L(V+OO#Pory>H~$+}Tat~47mjdFABO5?4_p(*cC~2c z>>8`4ssgDLSa~Rt1D5zgN)amiO{L*Qs%+Eh-T<<)ktY=xq$D_R$a}z&k%If_ISa0g zbN2FG@!c5(hOaE@YSV5hIw{;m^??*J3NA-qAgc?O7($KHE>cLoCOeH;55H3I-w;=bc4;{?_Tu8Z5vS1!I}C3iqPXUJ zYbq2|ho*a99+HkR=~V^#p2IO+7J>0hVUc5$n!vfj<>jr~P~N1ge4d+`$MwgHqJ0A!antvcEOMXq0$*gmC_glD2vvP*l zAwrkan~5)%x#o(N_>=8LZiL;}Irbhoey3xRF)U?hT$$$T7to4{K0Y;vL+|KY2#$N0 znQTsTRAqaIqh01K?Kft{@QnL4r++(tLJcI3EPnD4+s?V zVMq$$O`rQO5Ic@>wVx50w|+vs-?|t9qeng_JMLsT=it6&vVc5`DpJq=FQg8Y5m4Ox zz5)84T0Zr~{@@Ruf!Z=#7eAVw8EDU2tu92jbYE5U3eG3R8vRs7nRgj7^fO_Z*}!Br zzH`Oa#GXjdRfi87XFb_fmC(;=eWRn~AQ!eOY149LJ2_$ttheu-{CU9*3#Uh63d6#VMyQBP5_y@gQdVtwn(`0IkV#MhnH*(PK{f6 zz*D9`zp(}8q#90uxwkZ>QU_NOuD{Zmh0kv|;@WJ7K#e8EsQdO0M$Tz{`IfXWUkNWj3MDZCkj<*oAR|UludAO1{m#&+x5@*YZ|w1L+Wzq+**=e} z%j`2e+yidmE5^L(YHz=7b4akSr$B{?GD~ZT`zIYI#=$v$*CHd6SrUv)1%5EMudEGt zqMLbq%!x`Zp$-E>g@xjssg|uukcA(>zuOUZwPY^{am|aFRP(C~jtucM2>hxylCe43 z1iH9&36Lt=je~_}=X_zm@ZyFWY+}R6Jg3?(BLP7tdoYF>$EWs2Nl8idLOM@lQ!ReZ z>|_SToo}T84+DuGMB30jMZIEE2lmJrd?H@kI>G*XWe>LCX+cV~p=%Lbx2F2jIMOSz zN=b^l`_TMZ{uI@={?u#OzeJ?Q1D7)a5|r0N$gO2LYw3}LJVY^85ueCMg%#v4@WqON zck(?L+o4~Mw`)t@jZ2k;pA;o&St;&zK_{fpvj>yQTn=W=v^&Qj3_0|pbBSrwfz)^- z+TUcm(v2`EE_2!v-^(vOxXkgG6mR`B9st3xF-~^peVVEZ1QV=yGH|uUUJ;C6j7MXP zqoq83+~$hoMZf3Pn<)7_LRt}$Te&L~q`XysK8M?`EovtBqV=zOQ?*_-e1mjB2SUe3 z2bq<<=*Dm-VR9eqVXnxYSFLxzHz%tcqD{9xmF7562TX#7saJ22T{wyx@G}{AtgZIf z)!wG)O!Azbaj4|;o}k{_yYK+;Lg4@+nAWy6BA@! zY((xlvz0V%zJDX<)xsBCBZ_9K`AaqKU72YV`J{OG4%zf|-w8|rqo7Qgm^M29Zm(il zZP@Q7N6E?w1bcPWIrwz^KAAVDIckMPgC>s!^>mvP^+MCwmq<{nLy28%DZu(Y8lI$d z-pM5wFwx$-Q#=shxoP?|(}v{u8RjzA#F-i>m`T=Ul8JKqTvRC$C3sj^LHZWAy7l+| z#ZX=)jE8`ltktCG4`t>Pra9mLmA+m8iAMnN+iSb$VUNh+`_)MP58fLM!@+tk`S;(? zOaY`O3g&?M1l!&U7^d6#7H%ten^g|{H1hb94kvpS!q^qL?1`Yo#IKSZ8#qlf<8~9H zcM+f2UR_kLTL||3v;3BCLI4^f2uWzRFE?EsIbYWxfO$7y`w_ma@5X%Cz-?Z_Ejk=E z<*-dto2d&@3+Zi3{!-|*fW#epOknzne)()w%jDE(mrioLf<(=4MJPDwUSv*|rMf;O;9r^v z^G}P;-U^{vjtY^LUW+X@XZRQ+Gcm8z+Gm^T8S7KkM}cZipI?3Nc&JFA^y~I{45dvB z=QN2DMb?0>Yw1bd8`<~L)jq~D;l-}+h3m7{$sxy^FmbZpk{2$`ef|Rs3@T%ciWPv8|u7wdIAC^bo)kzmU)L=1GbGu@PlUAc0`O2nXsrCi26IWUtj#$OqANJ z)NgyR*qF5;t0`t6&CO%9h#YQO-CXufwSYH^3~ui?wZ^)_^^(mU(h zM^dVz1Yu{WXDGM-YGDaJY{!{7`hPL@UO`RnZ}cyUii&~_keaO^NSEG;Y?Ue?AiYWN zy_XOb5v4^yKxq-_HS{1=X#wdqkWdqP2oOpLr0kR5ne)Fm=jvQ!GR!dKWhU?Ueac#& zRpT_|?;qxLSoR?Aa%VB|rt<37+J$hShMgbAnh;f`J;}b968}T}XJZrW)067Y+F{!G zd@aN3fS?`mhw!B#9;}+@c0a0Kr{>R5mX}+S8xrPpTUjs_Q;8@$RkF=p5_pLUbRu%C$2^?hyrEC9nt9ECf*g~ZY z0MpZ3m{!^b+ke-#h%`0b-c?Tw3c|vNxO?CVh}Wncf^cC&2iNovx$; zg7GHiW24~NuemIsrI{XQVbHbVUs!PE~J=SR~FNFLUYvdZbTnwdH2;mF>3#(#I8 z#w(I{&wSe`L3dzIlzv}2L*7k=qpfMEmWDLU(oCHX`@&g`avc#cwr#`ld;fz~eE;&N zX62jj7534=hfeDsrDh<9Fr?&s7cpp3{eHOP-_h9_d31ky3rw7Dj8sM1@j+BJqIg?W zWy;R-2hM)dlM7js(v?YyzVEhNl{mEZ`ib1uzeN$hjMY<;GT7YrVge{iv#!&Ah0ST# zgi=4f5NSU*_aFySBnVx*%Vgm3_j6i;{#5ii)PVyLd34$tL&Gyj^?x;Ot! z-wIh($2pDjKy}abOr|7)ZU6Ps8;Yp*tzJNg$vn{EcbJyW*Wmluo;@vMoF)FkHQZBY zSL4M!Gk&_V>+SzuA~|dFt-KnbR8BbX6bMTn8J6C=}s`zTVf&lmU?r7(L>u0Q|Mg(h5meI_;R=M8IwbrQ3 z2iA`UYQp+j*_t<8K8QwLU$fW$ayQP~wf*xOVT~=w3s=*%PJX?#0(rV~S@6_i52yQ2kC8>(ytn zIZ-zV*7=;IHjL!8it5Z_#bp0WzF}n)(JI3anIiLI2vnn(I^TBYr6+G?Btxs$-v>>G z%A`EdviK?sMKK|=7ZQ2fQ;~n_hix8&nB7jgmSsROYdIXGj|yM|GK#Tzdy6>LFxSG;FV0^B_H(%o-q$|{>+}o5lj7j^SOWB$gERRQhB)5endjHgj@gSl6)`5 z-!yTY2h@ju@X^Nqu$a+W5uqmUhSiFV*Sa{IMVS^J)vVgFS%rqV0cG>kT8FJP}NxRu^RnnDWtFR z=VjIO6ejFsCr2g*^l;NlI0ZA4APwi%UfJl3jo;SP^{asf%)hHBFgKZQ)HfMvnq%RU znL@SdE7({ze*{aI;&I0?z@(}@?-C;A8C&wWl~mD z1978Iq}LuF@!#BQDh4E(rmx2}?0NO?Mtd;;9-+$-&$2rJNm%j5#fDo-jB-O_YV&p5 z$e2e*EY2=t&TIyoRtq^{(Ica3m;LKVaHT_Ja~RMQ7KROn z0rhK0F#qV)gW&9#DG`q8X}Xojl(u zcN<492VmCJFY3bJZb^C)>3k8|qY@&yp~(CXxsUeC@Z3|3!f0M9rmhtw|9b>KSyzhSonc=m2FM_&m9Xnt4{30QN51DhIqw%MJzst zL`F!&>vMTZ89nW~6S8IEN1UN}J~53xYI?dQl`p!*N)jqbg+=R;I#F@Nf-;+JWgb57 za@k^RnkG4R>Yt-ySQcSpxa@6%PIrw=`t})e8@X$HphCM>`iEEjTEXFo&ueBh7V=Gn z<=%e`tu6N5t@Sn!D{b}hyfL7w2(y6Fzi_vT3nPkL0dXCO4!&pLV4B=1hpN6N-`BSU z;|TGT7Y{x|{3bJgzfqFC4Ourh%u%~}Mez9NYT3lTmT75(K6QB#BHTejc=BA#*@ z40p4Dr!5;#>{+3l`O8g`Ag`k6X~jVX1U7u5DwZ%e_u`{jrw~nuf%7!i(p?3zBCNY>e!Fun z-=GQefkWY?CYJzW02+T(L)IYCdyuOI**iO?*|u}9R3bxaN>FFf8K!?LqAR5OrOwS1 zK82XJbRK@)Gi5B*C0)ac7)azD`w|sWq~T%(Ac4IRW+3m*>=(p6tGr{QAHDAN(s6w6 z+c$~5)Z!+|IPk@g&nb1$$m}A)ew2)iOZHP!$O=6nrS;PuyVN#SbOnHhV?U9q2`{&a zf%}trZpuX9jS6l=+nXO|U!Q zI>n{I!YRWigxz+`%m3dN;BJ00$+eSLG$B}~{f=lqo?BAWv4{p{}9GL`S?iPXJB6IKBh}GMDqR)YUJmikTN@) ze>?8z=sm7!Sarj*VOZlvzw{_|PR+z}Thj9-#un*c%}ezWWgemp75T#AoTnpQpT$A~ z)|W-l+H=%nuft!bY$kLA?w7}?I=y>u9iMOd(+NAehv2xbMo4_j(oCJ6Rel@Ka-m`=Jb=lHd<4SHW(O|NOc^Y6 zb@f#UlzKNl5fH-Lct>AGETEg2ci~M~nG@<_rHu4rMws6bWVFTpGoOsDPI6xE#F!Et2%Vs87VJ|Lf4&Oo$a-ui-%2lN$%j|yvdI!M`gywaI= z-goss2Ccl$*E$U<8A<58(J>9?j5s(*T)tYA3CcGgx9oaNx}g-vd~dfJ@h zj%M`NWH^UVsqPxsNpk-1tVspR8UC)sto{4u`|)3MmfzCWqTCWzfG+lPLuT(9Kg(rh zFB>+!$hNS4RKs&L8hL^0g;x=^I3{bael}CY+E!F3z7lziDHT9Xo=11B+1 ze;^HJQLJ&p0DG$?SM9RgZuU;}h@&IS2sR!H zgZ}*rN{c*E9p-^H5hsEC;FYErL5Ll-egm$#5ZocLw3rh0g}(2Y$E{f%!_bVFEQ*95 z%B?@xQD>^BoAsxLRrCo@mOov>Q1<^YfD`CM z`v3Q9?*9)%fy8~VPt&~;_aB1;Gnjh6iM&o{k!k$L@YRk&mp!z=Xn8O%=a8Oh{{(qPSAuWO-?XUUg{}_&|MSF1WyRP)^;MM4# zE<0BFL`=2fGJ|(tH|M)86Mnf<(^I@h*9&Xw5Q`Oy?uP~46<7wAxpVX1Fa4XWz#Lv& zH>|zoM8CbdadpVo@Nc`=rf7Jlr4ant_-`y5cL`iQmjFze#cX&efQaI=Er5HpaVzkL zyHx3rIE!@_R`uWJW9kn{Ihe#l(-S4OAjo2JQ=dI^vSw%+M#t54t$_!bYA6)-+RfD4 z#KVZ&CD3=AJgfyo4UuO~uzXZOV$WS^zhUHrgB|vs58QUi{ zu-#T2OB-zZuj5mSIF%(F4)&M_ss3)V!(wQO&hNS!@nMhoJqMwsY)9s)w6P98gW1gv zQy$j(>~aHrS+{}wBr;%?6`$E^P|{3)bb=qCY8Tvwz^6f!z92*A>|W;PISQf?)AZdw!+_7@J! z@IldL{m;rbENvVN8ANhfM?17PzuN6?oaaKOnU_(|y4lP6nu^o?Y*X9Z4%u!(@Gh&0 z*bIm4!^0Qc?*+t)yY{QhH>#k`H}f}4Q&#^yO1*#9(K;gx_6~)ohqNmU^d!BnL~NRi z?Zo@1uxoAYb&wroy=bw;T6f;$ol4{R4{DzE0-7(uBVQ&~;Ed3_inmaZPF9V>jV@KW zeN?H%?1kI?=x=MPlk9)a&7~@$?U8an$$Q!2i_e{W0;k8yVR1H-iVD-@us-{yms#nm zTrZ$`3MK-Gph(7d(AoC=K08??1r%KGiG*`sVMxjqp)zUMD^qw#SwgWCyL#K<5wD0( z8?FMo$9{BN+@ya;O|^H`ztZ>t?-PL4ndTU~w|{F&p4{PJ12c=pf+hpsQqu^DK8fsB^PSY%&{{75tx~(rXSS5_lu+WK zzCfyGg7m1iDccH^t@8l_wjfuWDAjBxs3S$IrL#Ddce=Yn9_{7v_20v~mG3Mw(L{Q% z$vkLnC%rj!b4_1e`Xo7W7Lo8^@zThVOz61$nO)ft&$>!#3SjiJq(}~`+m)61xoQKwQy%>Lx ze-K^Kev9eUutv0B^#NJi%G$cOH92=;pfKyh#nP0Pnwn)|(g6Ye(9V$iM5Vwl3;oW{ z)<)dcSZfmIynR>#(VMOU*1-FhLmA|?>)*Je`PI}u0hMF^m1ntu6nV#*UL#`V z-moH&*&i>|zST0wpwrIkz`M+Jr>e5P6-eT+M`xJ(KEq=sSq!XcMg^mOUQgk{GMt^ZtuYW&te)(xJ@tE>?6LE>RgVl1)NmRHol432k08s z1)PSD6+e4t)6eB$!E`;wrX=FK+(c=?ep0evxOi}%jmqm za5Jq-w{c0x{-1}KMPiR!_uHU2M~=g?WwXuzNRzG4@ewNtnN%OoTTG%eaSK1YlO@T4 zhlbyM$Zj6|kl9RI$74wLVwRfbUIxL-i=!VXi8ogPsrJ0n_pu^yU)k7-MVwEKm=kTf zzJrzzbkCL$5vJm-@Dlu6Hye6sHC zHl}~l_qXjuK)KoepSlhXR2(bG($G+Vb?S*0MYiO9{T^-n15L0Xk(f6ANep?g=Ue<4 zmbtXdRPe(Z&rj-j0hq7d``U$ z@wcTNSC;vwT7Z*~T@(m$G6*p4!arC&yr6Kf$#)Drn9RO<25xk~rXmy0-2339fNYIx zOf4sUfcZu;1ec~>1Z;%HuQ5@TA2da6Zj&Z~c<$8$Cd$jZewzQ}LVDN^w_`WX%mHzH zdh`-vf||p!O8Vu-w_*(38Z3ztj=*I^j;R$5@zT(XRBBs;cJ#Z-> z(e$t<9g-9F(ukU4*v4A(@;o|b!s?cN)~k46R7(x?4}d!uz+w9+H*B`c+n0^`P1n>k z5+Nwnzq+g%)Fz+>%0jyoZOR`eLTedRv{?YXB5aaa-fCRDBR{6X^=0t;gy%N zaCi*?G-x`KOrkh|u&`VD<({ma9<3KnU$MM>9myK+I=g3j+uB354tuf9-DOAIfOe>! z!)UZxuE`u6gO3?e7p)_W98~DDoIlUzE>o==4M+Udno2THq8N~*s-xKnHkqf_9`>|_ zbWAeV8=;wysCIf%RTE*N9q8v&JmNp{=(B~6>yUCNFfQhY$2m(PA?Ht`Q>7Im%2ELo$Dm=m|3Q@( z<9FLvN1WTR$q^VKxp$y)vUyy!$?bWp7{R+6nu(eYO}jd{FfzcGA=rcwZmiVid-})u zo5Zfa@@XZF`=BI#1?S@P@7j)n-c(*WeRx*|OQC;ts4}ZF$5PKOJzFzXiR7h2v1W5! znC?NIG3xg>IwMV{RT-<2{~b{pPDxKf?nfNGwEXSZ1@tWm~0LHBM`$yo2XmxjI^yF8QQlDCAJCl%1F`9gOyHrkZbXH zQ?dZ5jrfwVfRg-NWv959vl~_>;};&=s_>E=!ba92-=g@>bgG1_yq@tBcZoHOD@=H} zx$fZ~7Dog~s-K{vK~yM3oUBVxX+2m@Xq+f{@jC*IH{Gl_r6OpC?s{pV3p!1Op_V32@M;(NTwZ|`jt8S>uu*I5l+)? zyk0UtJkV{w21eC{tJ-o@bA#`fI$!d|Ts7iEroQ8N2RfAO(HEQ{f#N^?}p z4#l#C*nYJg1~0%@(7tz2LJ}MxOgv8r>KayL*7H{?3?l9h7OAGMMN;0f zT-FAzn9inI@#D58;vOGrxa$IVCNpn5c}grhHOlwI3N}3}*Ja}noAervhy$R08GeFZ zROKf)8AjRP4iD0rbqI(hCWg3D&XKRV6Bt)3f8PI_x@^+l>%YfRQfDAJM1drAJ^}x^ zOJAX)hjV)1T+k0S7U}h3hD_ta{Y;ac79@JVddY-Tu#zsY1jx}Nm{zR4yR`Ij?$o^B zuvW0k_QS6q6-sMP+g4GY(xi+IRz5fj#-W)rpQ)!}0kdAwSI(8L{lm0i;wAI+e^B}&p?g*SBFx{3r$4TYDRQ3GLF`Vx zgQMzll6>~uJ3IbnV0j~tt9VU}7UDPXl*;@-38`OdbVZJeb*T+lxj?XB!)=2iW0`K( z)bm6Mbwxux<94VT>k!oLWORr7akiEjpf6t$hepNLFs$tP=90}`CXa@n7BROtwXmt~ zMi-+;9QCRf;VcNbE&Fn^o(2N^sWcTvS(`Hd*+l! zDVEYUq1)NVe%DFzyfT_oD}Kk7iHej06$x%$ZN5dXpYgg&=2Q#24rOzu#`Xx~@e@#% zeAN*(kcRtx8&M|Lo@LbYutC;lmtixP{xCXE|C2qfE;HUpuC!!--u~HEdyOXr8W#>o zs>a4YZ`Ju_W*p(0%jeNmTbc~>bD5E~Z}Lm&%e1yw&a2S7f@ltF#9XFas-N{O%%?tIcz=rsgGFB`og)EtQs~qd$Fo~ zQYSU`h%S!mV{3Lg**C~PfmI^vG4G+*S`G|tVoczjmba3ChD3#leoc|J-G8vlz_ty& z9Q>=wm2M%AN60*w5}b3xF4mhp;;;yK2D*# zGTzrldlSHMKu@NonZ_A-T-C!&ghWJgVhDEMO^LS!meB-+oUc>(Y{Z(Ea7O|52J}1! zUv*&*FkLI;4q}r%Gxlg)R7Lpz4SGNJ1^CRKNi}tLlre(U8+@%HV1_JIo&D ze6_eGQ)dGq&VR?VH#46;m;k&Tiw!H+&+DlDQ+(d^Br-Ba2>QMKG9V5O{c1Aj40l={e`P}M zl3yxqVhCMkjZyIAV`laXbnd9LyU0#mbDBd|lkBlq;xSE-q1IbAih$PKT^IHI_yf5k zR|S@(W0BoU$LRM;+ZLlqF6CPeM|*-c{+rP=0!lVRqsv+z_{p$0O5CxlE$?l`vZfOq!b9@=z%D@~1yzOS0RN>~d=* zOI;dvN>SwJ_MVJBndv-HAH#;{fnTtYY9|}drGE%c8;9pENsyC(yz;Z_+of+Sf&2;0 z0sjJ6N@1i}j9nIeN`I22edJ3{%^N#ofhIe9{l~!LcarE5|MGLS)9;%yR3aWx;x%@> z&)VnpQMBbezo`f+f<1&8vSym3G|c47^Q*w*h71?&Axmm`du|>@sl}NFmUC;_;VZ8r z{*?OCac3RcMH#7Bd2}1ET`~DFu5K=TX=l>cslDk9Q=#Mt|U;F3xqj>JljB&}`FiaFqN@PxpU*VBOkj-8fS;0&FPDoqZB^_3{bq85Xv_ZzDX$C^#@=Qq1ntuFfi=KZ_aoFbY!E|hjZQ&s+Hf6!m5 zSE%sUl10SAM$5Ww$5`}~PN&Pdmc#NrJo#<~+&}1bY?

3%Q7VZjArCZoSd3ShcWs zIWf;*iO)G(&i9-6Y@vSSbiQkH#}kd;HT(#^8_?eDg!+aHT!bT^Dov8D{{<@67ddfu7WZmu-cqW{{&V4RVyyGWaL4aXk6CTZ*!OOk=!FV>G?|(Mk&#GS7tlA(!h2 zYHsGT|A-c7MRj%hmC)$rf1K9Le04MBeDnoSdESZu@Jj&8@Q zF;z!+QiOh`Jyb=UY5i;9q1A2uZ5pa{pvfwftzM~h_LnwI+upH96QjZ&^{NuZk(47X z;$mf9espvaS)=hAJkg7|VZ(0gx63$g5qT;tPeh(%81m1f z#dx)#KEUfj3WhdC+un}1Y9jx{$oc-d0p#++nbq`o6Y#%(FWdPDb)!F-hH2y4TAYk@ z4o3ajHguAB@(`+E=xpUqV^=N|FS(abCx5oV&ess$@C|o;O{Ex@5Z{$^WDfMB`Hd&_ zZ4%3?s=~)3`YVdQvUtsnnKj4E!*{WJOuC~@SN~O=$QY?5Eqh5=^B#>pxgXsg6Jn>= zofKml(;mupBi&~-h8Rlbg30DwQIH&2;95_9*3u+jz$Mv&h%61mlpXgvwZNmVkF~T0 z2`;!budA|}SOb`2SQn$s3C{lgHM6Oy8~LI6k>;U%#Y+WzZbgQU)RcC;3d`^@av;Lc zI_{(3XJe1&QJ)dO;;`k$(}Z>q!HJI0Y|PU$Y@9mgu2wfq6ZLqWw00vI0rMnEz6W00 zjlS?h!;iP!)AVUS3fJzk;-k=u;_YkdYb`}RbRR0c!FUl^ttnV6k~XW15860VO;Ic- z>*yba9Ru@}oZJ^PT3i&>r%^a{rEoJKW3)5D400*oTiLffz>hmMsbb)_xd=x#K`h)y zcDFzOGSdd;>yeH&qaO~HlN4H-3O$0yTq(N>W#j8(DT-PJfZ&&Fo&(E*@7 z8e;1F-7x6!CzKrLZ-Eri$}4y)$>CP;9rdb-6Z5IPmG%$#4DClxSKsZ3PRk~H0`7R= z#M_(|OvfIBZiZ8HL^6luSyj#8@l9>jESqERz6N~c&8cNO$wmAab3fQ9cvRe7DVcXm zNn|lDk}nbCrSiTK`Y8TY51=}HGdAYI+)e;KmzuefbZa>n>O_-6dvFVyrP}C1yI-#v zXBOq>IE38W|0R%ItD>MgJvATW_buwk&aWt~pqVhYGTWandQE`Smto&h_n~riP)|1a zv-fvjUZ;$hwK7fmwvlT^Zkfs6{Z(UG7mA&bZ*@uKH@y&`$k@7mL)*p=hwm>nic8*^ z^sm`zYxyGw6>d_V{P^jxX?m61maU}1e=+%t&&%ogl-#24o6JCI>y-L|06HQb@T2As z6o^uqNn28~2S$7eFdht?l5Ph5X1rMXm2S3Zd;z^-sSv+At0Zvb8sn1gs{lP<3wu4? z_tipkIC*N$%yg+ev)0Ex+inHSI@_RG!6ht^*SRl{Zu&Rym;ByPHnB?FTiuvZ?>DXK zj83Dy{IXMT84~JXX_!&^^9!r!39MaJ14GS3a!5N}Z}|)&U#E0aYubIIBM3N~)+5zk z_!p}}xA%9~$FMe*iAKe~yZz0ns*?$iVOO#LN4NTazn|~_30w9g1(j$IhvvBKXk5Z{ zK8KaX+*+mVuE=F)3JvBz|Bavg72d7TtwBtqd`DzO`$WW) zEp@?Z<0L&SE`;HlZ1;{@sB#_6l#mQ+TK(2JzdFWgjW=9&hl5y!Zl~MdnLbGB3Nlvr zI;7(x%$%DN53irYh^Et*5x>EY*V}XEwHQ^x?Y!1?&x451I*-&@c5dCJRZw%bGw#z& z;T)PIW@4Js0TeKB%z9O-bw=*f*s$Pa4fZ^p*|GCcHc-UOelJZF4~-uNt|~sEByL!b zZ~~SVxv!IYdT&vocAXGf#DaELI@jvTyoVWZm8vh5qqPyGwQCrZ{H*s2oo}XRfj$(X zcul3w0@+XvpxF!qEsX&fKQ*z0z6n8E#M2@@hM%7F(AmXhUUwV0*4re9qbH`C!rNbP zyPB#_Qj)g4A&k`G>dryJRB!6JO)R2SxaO3o+A|H*)ELuTLDLzxx2QZyJX_nct0b89XA(sYCXuAOH-F)kY8C9l#=nuHk;>V*iEvELP zoercPrui6AQYx#DZqV6)K1gcS8YYQRPkVY6_g8YzLP>AyM>*W@X!jltQR^4+vA7ju0l_SMR2SO;($jRla8h#1#m8Xg9N@GF~JN*df5iu&WS!DPTgz{--^I+<9 zNAl5mex`p{7!&TCQ`YDO$YCWeGHiEHa3sitv){pf!)w@Ul71t7M0^Ti(K^on+UWkF8%T;dFb-;%vZ@rLFwC*`8izw z7N#Jkp_hRkXX4ld_HPT%`hC{CbvSBz7R)F4SV@o)63$?uULY3m1Q;W;2ds|qMB6pB z|J0uUTE1|fPlE{4CWR1CxE_wwoX;i6g%8XyGDm>ZI2V!7x!q*#F&$q}GC^{MJqt^| z#;)y@HN2-x3t6FwQ*-<}`3wanE%d6laHm8;Tu#Ud!kiHe^*k}8Z>1aaIvef2=VsFHQ~!Kl50?5$%@$Pa?0eVH~ zL$r%Cycz7)nv{Eo_1Tt|qZ+FmPW=u^?kCBJts3tzu-|BE_=!$sDatWUw>tb+r?yB_<4w|ow0$d`8x?(t)Z4SHusv; zV??pMcVU=RxoVby6*WsaU!=FR%GEVA*366j`8fR!yA1buyBSDtDR_E5ch3)f5a(2kPFg)E+x6ZwbfnQ;gx0!DF@C2M9kez-@GC z>1lRZv^l9yusC}5png5v6c8#!)sLv|#Ru@qCJis7dHu|L+!s|wy`HBWoFy*j*k4dK zRJPDKIWVc0n|mH*-ba^Ey=d?RG}>ZA4tMcWfETdZA|D*I;{?-bM6JSiE)$N-Vz`H{ z@oCj#I=q{CW@5D7^_q&u*;Ss<%^(vo;O|=Y-Ei++_D9>ssQIdA#V?iQj#J|xv4Jg@ zQBM?$nPZ<8v;BybZM^=!*iAGk>VW*3l!wUy3F*K+_G-A(Cmii|5w!rSZzCor^r`W| z#=8&<$aCrMPOs{O2#^1wNtc;Iwz_=l!BYkL>x*z1=-S-4l=1Vhu97 zVM|(@T%R>?P8{k3&|}0g@@MaT-mn_X9Cp#SmFS_a`}*aVBlyz`FXT1tsjMwM9=JAB=h6! zZ=L9Q4Gmc~c1XzII5d!NgS@c&b&hNe=U>gtD%4IBFE01}b=Vha2Ce$`;PnyveL`|! zO2*f!&U-cXvw|6^(;m&C`JChU;5Ih2pZmKjY8Cm71bfSo8-MFHMD8zg7nZNYlDI}_ zOLuDK&J`|qh~&|le+r&;n(lybkNa}lVdW$&Ih6J{a%>k#NHp>gbG5&LQ!q9xTDs6G z{5tpR0J*9N>#=!XZuNxRL_cLpi_1o z&EQ=VjN}}-ALkcc4PK?b_}(~T#IcsAb)axc&k{Y^QNhOF)=FLUj!qGQ)>mN8mkLLi6V$gbUpjAN(!2jaNyvIGJTzh&N1WXE-p* ze8iQsa|?DKRMU}mbfi=l&SAwf6dbA0Z7x=jE!7&P z7C>HWGFFM`qHsJ??JdiVZJn3c^#QEh&^NcqN;y5|dff8`J=0FCLgq~0TAUNj>HO=_u&-FcmXM`|5zLe{{XVO+TqATGR^%$k?8b6{T zQkD7*&6N5jf`^MpU;B9Y6^AR&V#x|U4PLWf8pIbVsb}T6d3EJLN$g1YSVD9_05;jO z=~}5riPL(+Lkzy47cVP7n4=W0xn)}wv ztg37vEY-nBOnfapfE&%^2>^HJ9BlrP4nML>Sp?5iMy~-TJ3C2QE7ibNT3RZ)=Z1KS zHV--7-hoH1V;f*dcR7Mkk%)CgJUm%*GnIBEg(D&ToK&A!f}q!(9Afja zOJ&Q;pr2Qmf1%6NTB?F);mry`lo1~;_oE#rA#03M2lzFY1T27A;cxZ(-e6wHx}{ZV zazS0ahrm~{fbualDcrtYX*ES)isJG^iwKcM8`HI$fZHdWYZp~8ovidJbg~X+>}@Nk z?NU>mx2fWbk>l&(13HH%>LJuBnj~G3wo00)@Jt;T^SI0G z<){C-UkiDOCb!;Tv@Ek&`}Xegfk#s*N*nFECP*40T%R5ClE`8FEa{?pDTz-LWT;_ZAfG)0{dk-h#eGkY4x#J~_<2yl zbg?DiTPfS%&9NVY(k(MFOYrVy+vPJ}YI9-nc0M3p=i}^>n)KCP9p77*m{Y#h{L=?I zI5MS89?T4Za_@|JT9-~Cw=ETxqy|R!OY~iau!6~G@zXYQb=z-_Pl7goQq46%@+vo< z-DR;#oH)^%wQoS+-}zvkC(II!{KDInl@LuJ;nn?n*0|;hLTg@69qeynvZK;|T<=Tz zxwfXA2j(I|-*z?M-24D@sGEJ{`p)2v?;LErRw*CA3kX|;x}Arqi}GfUrlil(MJ{7? z=L`q{)${2yE^H?^#deC~RoYLm(fTJ~ny+bgNH*Z@T3%kD5?kYT<8CzGTjgV=WAOcZ zZ5<+4_cHC<9>T|`J6$6a`YL$}ksGquSUna zz~&xOTz7VYr=eoKNL!XF6L9~2HK#!Q%lIJ2%ALqzW!0NU5?Wolq*B`T+w|_*?f|jd zLFd|Jhx95V6V{FEEPDQNxIjDp02)_Q&faLEZo4Nh-HRPeG==4w}KUQLiKDNP7jKJQURMl5e`0}XbC4z_%%cJ^VMn$OA z0j08KQ&%RYlL~dc+gfQsIKA&5<33BCDjff?xdZO5JiEm8MUd%i;|u#`^glS$JqgaS zr5`m~k%s&b+*7uMqcP;Yr56_R(~t{7+%GN%-AM71Oqyx4?v^@=33=6%t=f=qVGi9i z(_V*^3*~i!9@O{*vXWj;{2e;ORO_eyP5CMACf;LOc4D>e^y|%Ks}w>5-b&=dVVO(2G!7=}uPVQ_Kg#D3h&rqh; z?3877U)QjTL(ufOY19owM$bj9mu_s;4z#b|ZY~QbL{D>AS&QX6VtvDIu^RrzU>eQy zsJujiMK6zimwrHU@R)8@H`ieMwTg|JGM@MHSr-UFW}EnJC&(#Xx;vi{hJn^>ho)^G zcUWIW%_eaq@;toN(GfYLh$jI=6*!&7P2(W`gJx&QF9F$GMp_}V31Q=++Pb-ihOjfa zJwWaLpFve4EZsC2#Yr2Qq`e-%Sc2$-W5_#-NT&jUw3Yiv`&Lof!JP%igv6&jfov#_t%XD(Y5M zJ|(xuB~eaG>;TWeFB={tkc4{jAG97c*Ihm-O6D0?^lg7~tlr;QLZa6pWBum_j!ry; z8i8cUW5c6!WL84YVW;~pJqJ}BDm{046KL$fvhMTOU_3Gb+0bF8Um52II~(ywnYFMv zQ8)S>a*6*$nvInF_#v_8KR^2V^bgKPUUl&4?yg+9_(Q3h*&*jWVDNGEh(dp@wKYCl z&;%)>rMn^?a{F&lVvif=rkpRYOX^jTDrILr_jT#u3A~k1pRHWXaLuGIx5lgZ>@5Js zv>oT)d@wKq58XU_5q-*a zY=D4()X<}XvD=d56Jk#~DfiUX z^6`*4$rea(u2n$2HAjB+e{Z{JA+On+Pf76(owpjt0|-$TLQ|)s=2GOTsj*Lj>Falw z>6m2y(ZHq~h07Q|r}>yT&IDf?$XrtENI{0d`A>OLqiRJ{ctgWOKe z-S4$p-wn;Jje-NlSeS0z7`Y?p^jSNQt~QN7(o|jG4S)$UPN%ssb%LN?89WsSx9{D= zE;(v2P1&T}6O9gK)c}XDHw|uBjQoeY<4}#wm%0!D02eN7pTz=6auDALW~U8i`rE|z zF5E5=Bx1FZigJTGdV|}hjid}u8^E14doXi zgok2ZBL#G_amw6|#SK3r|!E|hG=a>#QWWmumNd&p?b&lq2{2*kmDM{k;pLTr* zsL!fyr*>+h)j?xe6~+>q4@<1N`ZG%S+uVyMvW6lrK_L#=aL<6-x+*tl{`)d;>sUpr ztI)igUxzw?y`(NS1>(A9>LJfnY_~^uArg8_DPS_wA~eMF+7ublR;wM$=zp=Q@-;%aV$#e`gnTTG zX)wS)iYZ^FnsUb%Xk^E^tHn{EXX)kh5rvMh`vKybRUcCPUKmpbpSVorkONL1c!L)Y zHAD`*v)ttl1kZ45o3OF*mr>_VyKnf>d&i7TPzvkU^3irfnVMu5xdi64<7CJqNr1Va z_Te*Mpp@>PJ8vLL1mOj1OVKj3UR}0?TnDeBPlzI((GrX7@vnN*g=(N&sYDN)&~&i< zUFBKff_R6LL`g~Mcv;gv!t^&3uje1a5BTUpP9VR?YG!6}hE{Fvz^XkEkAmL| z>uonuV)eGUjp$WYWirL9g;&)s2FY+Gg8hBNjvnZ{W!^$N*@hI&Av1Q9d5fl`*1P+z zU*(#fs}r)J0U(ZUmTrr)&qQrsO`#KLGd6|G@Y!wVcAMy>%oXc3w1P6SfP+BSa$O94MEU_DdRe9?8`usP_qfByG|F6-a zZ706Bfr78SG1tklc;SWqQU$0ATew?CIn`1tfKB;!?p=oxuYCm}+=?1*dRN)3f}Hg6 zd`Q%2U2GkjFF5@Av!WfT)CWyF%nsunm=G|dRg?{$*jZVMP1j7+R<6cePSL3O+Qk={ zV=>7*<3wR{*Xzq0YvS8lI0%#4{Yg@)po%>gh^A6CbEdRecUd~C;MbInI-NNuH%N7+ zH=G|Yj)252x2&ZnDLsOMz5Uwct0L;3!*a~9QvE9}3~coeG?^!HKaUh4>yT|C-cR!^ zoyvuEcDY+GAKddz{H_gGxYh32MQ@Ywt8FZF+Q`oT+}-zu*^-2?30zb)Ex#PK+zB=3 z>%mbsE(c98LijPJB4ItV9WqOTJ9ihsmjwbHRpqQLrSmsofRq-fQdd2ri+4{`Rz37I zXK~VkTj-TLdlHo$vW-1#qY*97nj9LONzYXdM2m|>h_B897jNu{$!GF@ijpU?9ls}} z;KsiyD|$C-Sy|S{ENQ=Z*vo97<9t6Y+xm+_*|7g;51;S)pEUJ{E^wt{z zB}6tyUESzam#1>19PZo^C|*Y=9QBsKbQJ7#uia~YgZ(p-QqKJtnTOqizBPN*QbR$U zj2^#TKyp}kb9B_gF}8e~;a3t2kFdJru(QW_P=q7Jc~J>$QW5KZ>kGri#>L}iK_^`CzM+18O5OjBJ(bGo)ne%8IY&t_`&6+V?*PAsL-<|C9T&#`W z(%-CoJ%0F)2G}84AHJ946l`!mQOfdF`Qk}9bYY6M(rI}u!=)-K?j*l{bSAcDqv%hGva=i-O* zk)-d(i69AUcb-BG7`y9Clx*jm8`LCzm}F2tmy5Oek!#fO>o5wn>M?j~U%Qwc4jl!dbz6s)UHA07t4-2>5X8ueW?Vzioqgc@PJM?RbZbi_k z-lgZrV=gI09BR%Z7YXQ7pPD0D^$Siy=FP)4B4hwNnP$dl4R=e4z@O9`XTO;3z2tGH z5XuYSVBojO%jKt^bmQ?K`$aUNc@;mn2<1; zL09?{{HO!ef44^`U%6%}yx*j6yh_5Ht;NPIcF#Our=_;W#`ZWx z!7l)O&8&8`*!{RNw&JDi;msChif6F{@!R)Cw>minN?{?3OwT}sq?ff(au_y*Tg+!h zZj0&*L9mxs1#*sBPharn+?~M4SL&3%;!ybQ#qA3*%Wj+(DOmY8V>3@2 za>8559_Boy9IEZ%TrwGQ98P3H3?dbfftCt=;-b{@*uIZ%PFBv)p#5<)^5W-1T0!NC;}s9CUg2(j z4xcMFR-@mxEZ0u;{huSk5Z7$%mgjTrj{_%IY7zDGQNrE3?#1*%f zfc$1PE>{Bzy>tn7LfVHvvOAUX)*n21rT2I2^VlaIZp?*(p1$H-zPN=jV$+xTin*Ev zy@ZpT9n+SNkAb1WU%Y+3XG}iVxc{aadE~YJT1l?aP5rfttfPYbt^UC88jDQ5-*$aT zWAnLl^7SbO+8eh1;@bV0-=(>t`?fq~(DV}{j7J9aZhu<)Sk<-E!p`ZJ7!R`UsqKuh zfG7O^x8ls#=jT+LWI;RPh&&9-wfF&Eq9|m^!%xG*s@sHrM)~#@tI4FgZFXsY-piW( z(dKB#2<yX}I?!75fv&3S z-{fZKfEmhEiBONnj@B(AKs~Ulz{{ndcSFR&%GK5Cqkk0`x;TiovP{k9;=i)|TW9Jy zWEI}v&kUf}g$bxvCX#jQic8AgoWap7wM1(C=GDHkdn=A}KcvWrg}tv3IPa)cby#iV6b0h=@C#$RwHdW?0>j!Ssh;A zTy*?p<0Kt%V9errFFM=v_y=C%kCD!&Mm`ln(^IoE!9HsLn@5sg|9;c?dEvZ^1yAA^ zq)84Gnvj!~t-mlK7w7fZ!@@y{w^JQOR^>p|`_YHCl3ZIHj;f#pqSwK1>JkasODyJJ zf?~m!$zDrQsGpmrU!+Sqy%MbA?G-L5-3WlyHH_V<36!ad76=}B82$1=^I=}Aip6Mb zLpd~mWk843L@%V*trPqK@#$!u-QAd|#J;SCw$FR^^#0ilfjGTAMwuS8oTtPwF;H9C|IwU0f*tizF9QLDPy^ZO zAB_w2Ou=$onSW6-yN29*iugy<{g(oqv!(G%h%;dg{K*l^^gkM^HgXAd7KdT|N3&rH z2_5@8(FY`9|5>X34|wl?U-{EWXzNYq{d5HV-`d#oB_8U(h2=`HZmf{oRT|w1%&=!W zM-7JF-hd!Af0$KS)1rMu+_|=#S6SX=E+Yn*busPfxZ$7vgL07(xHonlg?jC5PqD8K zwqDnJg9nugXo~+j_N(fPZW!@!DK$9A$s-+TA``u;toGE?(9|7afZKDDj~)aq|9R;A zBQ?Oj=pmvt^_<{X6j;adkcmn6U@40QJBO=KH3NAy(7OCXvOH#EW%=4t93rFGo3eG8vpY==J7V4=-Bx+edgR5%q0OtM z6@yb5oQRB#p)${dR2s0zcoYu2hL$6HPIvJK&OjdY+6nsII(z3?Qifys>YE!SXyx^> zmw~63zN)7w_>C1U#>qvGwYu2XeJLd}leW6MxU2P%d5P)G*@muzVCC8S*j+*kk%#G` z&(;&MN!ZtbSSOLM|4aPI=~e%xM{8&;&I4$MFr}cB zarB1{x929Tf;;PPF^;$}zLQ8{Raih!gytvt+r|#mRyJ=f$fM`f`fj~)1O+}owT~}X zZHMB+oTHk`pWGYZIT5olV}`MSMfs3l&wmJPk!KMh*D~LNqL0 zy8Iim2o|pggMZ;!NvkFPZh2?nYVWD{!P$-;QqBIlV~V{?c${wJa=^3E^rtw) zBnMC?D_6sUXvv`l`w2Qsvq@t79$ige8H=n>l`juA1n?{ooWx@06#T5C?w%H259Xb~ zzO}Sn$Tx29!dLX?4Qsj+_Tt{CAEPb%HUw%gN5n zcBQ?1Gks&&kebff}I?u69G07vVsV8iye_Ooz^+{mB#MD5;6?0(jexCfA z_Z*&-DNb?@@>j4;73SO?U+wT^k7#=Hr?3Ags}}{Jr!J{8)L4y1X?a=`+zKC*PTEC9 z@TY{i+R#(P@Lm6ClDt&@(KG|8H$9fH_R0T|)na$1GxK`r4o&CNGGx4xAH+fU6B%8w zTW72$eCspP4f--FUxA+xPC7nI5N)KR1dMR#R2aJ}nV(g5JUPB*oYtirnXdH6Qef_K zq#@jJW1L5r=tiZd!{7F|CiA;^*t4V*d3(utl0lN+kZEegE*?}@n9&3UB+_|tg%MY-F6-ru%%u#)&zi1 zN-i(w&VR$sUUVBDt2K8NBywiF#i0_%5=)V9)@&sJu7je2yf_(9gS9eUm)-*cHx~ihJqHp8kbBJRxb;2({H?biu^}o8CcDY=Iv1m zN=vQ5i#(Y3@Y$P+BlGe!c`(Zr|LllOn-7+PsoX4wYtmL;RVx7)EYdLjS%utnh4;TrNY^id-w(h9`ChAx74jz zCh@aH=G%XB(jL^ zx^OO({;{-TC9%UewABji1-ATA)DRab_qQt`Z5g?Hv}++)hr4&SIVMl;hByh=VD> zlFU)w0;*S45$vVqa;H6WCYAn-<}8`=uIZA80_VLN>+&!u6O*PdpJNA)H%wL4l_4WX z`;6{Z`kQ44_QFw6jgJn!X@3r#*J<=GI?XefQ8;bt2u5{TOFhF+pR$~&Wf&j zFx&qO_m75rANy4_7lybpF)=mS>KUF={#ae`!_ETBz%RfL@J6B$0T>#$^&ZqJt0}8K z)|yQ|b~Q`yuL2C)4<8!m|4FRfPG1`u$?dCg^4l4YkQAq#<}BY5Rxs2ZxjlPKEEenl zmtQYlBt;u z$jq=bf>H=N_s((h`~4!6NBZ>|%I1p7w0@Y$m)l1ryz@$4Y%5W2)Aur?=FDo?g+{Yt zKdPu)D2r`AU!q14U`N(%mx;)AUt+%<0MtHTL zmV9sL_Jl_c@~T-Oav3huC3Gdc70YlopwT7;A2fX*_d)R*6G=_fL*b>CUwqM;f*D?F z*jtQXWB=2p1)AhGmwr7vyXPcUBP+JlFC7GEfLlbA&)Fk38#&3&n}2o-anvg%_(yb< zSaAj*yavfEhK5iJnP=b?J>H?z%VnpE ziNH(HhJS|%FpcDL6_x*(bumyC^{|XL4mO(5uHmyp>=6PqTMAyDs z)-EJp1w7vV(GaYtOa{zdlqbVPM(eCw*@aK$wYqDYEc%B$bI#BPlnynV{)2~p zzi?q_o~(Z~;692e8AuE+t@vvY%z(b%729v+ASMyl8^(*X9s-{b95jp|x8&^87l@WR z=nZ9dvMbI2A61dEq=O9gJ1#9o`dxSO zSqG&~H2=}i(NP%w9AW_Q%@RA(`67C?X4QC8{d%xT+C#nP)G^LLza6&Ya#ipY34MPs zSw?AFjL#@1hvqF}YV&>#?sg?2O-$O29B}{H?lzOj&_iV6Tu@pyHD1v(R2J)OI)j&K z+tFMS3_CpIP^(Bj)g8$-7R`us9q9XbQS!6HHd5{EOOsV3jP#ehlS_8!l;ay(eCtwZ z`FVe;nFR<)y%#|)ya0RO>3(_}6l$ zwkO+eo8ZO9)s1lgNjy0m{cfAt`UkR_t18D&gLWpgTM zdw`&~|1cb6^rzh*s_&rWruOy5vcM*fObUw(8GQ<($dHFw5v?isJOp5aHZU2u*G$)MbNcP-wQMGRSh~7FLX{P8R-^ayCs5>bc0P}RmNFV*)wdo zS%}^^i!MempS(hVQLpe2f)-IpQt64dOX0Hn{O)1o7lRu z=>vqc9-uJp-dZ3m`bR^1yp)c!lLdR`S0SuD1UZ9_$fPl9){o24AL5P zW=b0^{Q|L_=ILQha>8zfk;i+d8klFsweVi8S8#jZYL#Q}pXaLkboWSw>j(VyHS$=s zxjVkpgTG+2F130_NghZ{eTL0Y+3AnZiizS8mR!=LYuLN!=IOO7GJHIEzj4D;VTxqb zLE90pHLr70+CLhxoyo0!A7#|ySNAhz1~YHKKF>hlWhRXkas{dd?@9iF&rW_aFZn^$ zZLXfu`}M(iNJ;6oe?(^g?)-DyUKD~^gaRU{8C67@yfaa3fA*0>ZmB-j2+vl|D+()w zd5>)_KHQ}fxftL9)EHd;xc{RGW%)_o>^89)&9#u<2Lki8oGWUig@*wBLc)$9UBF+R z{HmmdzA>cH1|^xh!~P8w5W7Fp)Q&#d zhRLWY7LhmHIJr&OCvqa;)?jO``;gYh0<{_4QRGj|Gx>GoyKYf!1>Af@XHZr}ZE5)t zL&Zm*U6$h$NFs%ojPk%IVx?<4Doym4(+k9|O0RJLdwn0>~(*94YNwv7Hsy=D?_ zS;>+dt{-)pZh5~Gy+i`5D+->f*&|rtAXD`l2)n44R5hntkL3d&8SAMqH^JLhA`TB{ zpsLhGTB{@mLzKKrj|2{A= zIE;6TMg9cEzk&CdzVd}ev6J&`PwT#&Kzx9^uQ9TScitZMz=d_Uk zMUu*ZImU1hHU=DGZU>+fHaHwkT}(-y(|nvpA3S99K9u(_dV}u^0A+`&{a=Szex+dd zXG*VD?nL&{dofL?&{!MZ{F5i#IhQ7^{gV1d=~$^CdqyM+l_)x>EfhohU=#e^itKAs z@M_zvD#vB07Qx`nU`mcIYRg$SeNRH?y_zrIh&=b-2CDb`7+rq9MlTU| zHcJ);Hn9k@AUWYS^rwXrJyN&lEi(^@^}$Bxz@tV_4(~EMfm4bd*=59b?OaQ z-txycO%IYSflzcAA(?Jwoqw!>Tq0%}eL%rK!cJb3Lr=N=rN|W--ML$HSMX;JaP=>Ds^pfG#eYPe6_q5V;J-t!Eyr}WK^l~ocY zlZmoLQfO(U8S-b%e*QjdqtZ8^=mEPddhzm4mTY$;QicMgL5DvB6j=kVJ2@TT_!>Jw zNgi%mm_yyvu}wj7tzYXOzt$!!zE*A|7ztjO9}F|KXiCZ?hqg|Youd}je=j+C|LA0V z+d%qQ(eO*9D;z_=z+`JO*LL9Ka@Rs9#a zP^JE_2iuzU#^*aH`Ri>nHubqdac}{5!(2U7J5s6)|G3Ut{N})w)hdyCE^b&IEyiK2 zs-i7u_9I<|iOy^kR<;GruPU_c!6iIx|Jsb(@l1X+@Ut3ct`qji-gAc==}$k@e(u;T z`vD#idXS}C9Y#X}Y5W8p#Ua%IIJo2awuqTkrf=j_ffEAW2E8ak5yyku;O@etkkZI3 z0k;@o!d|PdK8z|f`~k8GtNXD?<2BO^*`sUO5wf>r9o`vnG=B4F6!9AgsU#@~{y=?#p`ukve6n zEuIM%Yri|ZD2aO9-h~zX>Ck`cSAnn-O?uED{gBKCw>nuxkS_q-`<+e68@hU@t4V_G zNYdwHImIVwYn;fI>_I~}2Ys6ih!WzDUA^A8==a|y-DryE=(}22a8P}E@Jxky&ZI2) zSMqle&j`YVt37J!lheX=#GqtN7UaJ_`WI%5gC?O?!G5y+SM0f+E1o;jMj-|pY|}JB z9fRW)a>OTnGLBQee#z!TEN?ZBbu&nIt%V>7=jS1L$zzXVYoFvsnW0Sc*|YLE^Rc)N zy4Mi_tAa1HVn=547D25PC;*V(_Y+PtYYuV zOt$FQzK?hy((ubFX0p?zF8iryoFlT)WdL45J1^Zi(_0;JUctat&sM805Em46II^ts z-?h7wK7Q({8}~eSTwM@tY_>73_ww86WJyD)TnGQ0j|pFVq5vZ=dT+yUwE@y10=JZZ zhe_JLmU+1@OGgwd8rj#N9Ix$DdC#wk0qClm2Kt>T}0%CTuL9qXL5Ob4aID|F+( zeGtEQY|M`1ju@Xnm2dpO~ubqznY!^rr>CqZ7_qo z$Mo1N*8$t8s_EnW1}-I(>Z^-|zK5;zucA{TzZ##uF}Nk$%%;C&xHh2(%ImLY5t~vS z%b84Vxpp8;E zod>uJ@_jr>6;mFFa$CqZSPM*asc!unF~U^Tx|Vji~89zXkRGVDEbgxo^J*q2+m-#Y|k_dW@CBW#+!(i;7l zR;zX#XZP=jJ&FZrWtJJYO?2isb(?8rF?pF527xgO@tT=_TFLi+y^iFf9i&@j8}{}x zsvh3)Qu7e-OHt%~EZoQCl{~=J8|`DXk=*nir}V6I(&~U+HoO@qlr)R*3~``X%wYcoHz!%V5cu>2I7oG~MebJ6SDIxBwces+S{#pMj~0 zhNdqReNbX5V0(6Dt0^G1y*{UOQmDgsA^LMOS}5mxcm3{NZC9P=mU0}O4CP7wb;hsn z^Oz-1*AWsj@{}zXzk^afAcT%GliZoD#>I%?W`5y{j((aLpFTK3n~ z`uSI*26lvQmj}gv0|!PeLE-F1GDv5KeisR5F3t$h!G>y3%?A6_jPFOAWQ&5CeZLbU z=3LyRhDIZseMbXSeAFc+Egw=YPSFBQ%5bURza6O4qogX#&~7PSO^Do!b(j|6``9dp}s9bt&K;w$bOK{AqM>Vh&4XW%))>=ZWyFg@-ARN`6WZ0jjz3z6;}%3CY#K z7_{GvCnjp3q<>5|hXhSJ_)*lVpYLrKO*y0ZoF&)W15*1mVDQJz%hbH6{rMv<^zM`0 z7{nt|4)|37n6nnRO93yT?~NM`7sutB+;IL%vIbJtygN+-O$$H4_*Y79 zB)vLRyE4zIcHM#rmoj{2#=eGn^T}q@PLz_1Iobams!sIgaA>D0e7oGX`%qWKlP5#v z#_Mw`Y)6UPz%a{&1G4Su6Zimo<9z^$)#{MQQFS%i(fdxsovR!XygpmzXHI`%>g4&t`@tl9GFI`nJuAli8uXRF8W3lA!v_(}?%iTyVv1UPPhJ|1 z_$beN*7L4npWqLnZ}6jOD+!5=QSYKQ5z)oI_9QVU4s+58YNz+a7c4`MbYuPtT#*?Z0dHvYULc0N@mVbk!p zA2%!X=?qX>;)P$Dw)Mb%qdRL41saVe%if#rd_p6Q>(dW=3g5*EYE0d$AcF60Z46EV ze)fT`#k*FG->peqY=`5(PPLE%F5CMoB2ZmjOAr=$1JKUEk`o^5ZY&3+ZFSZW2~ap#ANh5gP5Z0&rumkY;VoDyJl*liYZf z+!$E4px2-(fX@}^h$nGh>PTiAcfl9g8O~*5P-+p&n4;|^e4b^)@*hneq6I{yo6))3 zUd77~NeZu&;`^i{NQT9Rl$7H)f8~$O=Na~FE@j-*t4y4s#A7nSR%RFpU=;If#s|l! zCBd~y!=~28G6K+M;v&KE77?*CbKbEZ9E@>#Ac~gvDrylRZGasudt0Py)2mwo#T^NZ`K+D_;6tI-J|9t!RpZpuBNMMF5X&w zo5^1dndc?mI4)Qx?~`qB>M+Tt4;Mi5AN9iCEi}ZJ@A{uRy*ao-F{niXjDT1cOkez_ zvcOw5ieq)sg)}h0}{@J}GPW|q4&xkm*&)~Pg zB=^1=+K=nLu3!KZQ8RWY&EG9w2PQtU+Ww~Ct!b{_`26!802D9m%#RD+LJa!Z2@GPo z=nm21lb4|6WO5*Q&!q4l%{)*$8OKzGZY$wKm-arDqu9M$*Nj7r(>t!~I{My0GNgWd zO2lxCQMo9RWXKZNdOd@4;cfygVzDqcJm!<>7Pq`&{06TT{9Ka<_N*mXYrP3j zo>OZ@vcGJ+QZ<%UZ=8Owrnd2bp9c3SLscD%4!HC_<#m2=nv`GpK=LH>y)+p;&r--d z_1v0iJNDFpwGJtVKmlidHF#Q@MG%)Z?Q+_yX|u3KH4&o5Pr>s3IuNS*z`it`fUm5B z{XAY96+B5WA{&Hq(1oK0m4sW@8_ijAmKA4WD+8wygFugLw zX}ZH-kC(ywcK*@aNN6~)`VbwX4L? z75jjxjt}Q-W}tM#fMy)qahZbo2EPN{-SpxI*j5z*ba+cW<%jEpJWzeL;adJp5DseV z08mt4&Ic*q8*!3S=&pYzE_LPBCeG#;+lweK=}U8$)R(GVUs)(BsUHwEiSi{T9_ALD zr^0qXKa_u8HSEk9j8_8(n*5`IF6mHivQY2UBS^s21UgZ~&w$%%%LCB(xKd0VO?&M0 z_*{GiB0>b^EHZ~0lha|(Twh1-4vJMi56h*~Gb$ZNkm=TDePy=iWdN$g97>V~A%Bp3 z2%f}JRZmeTM@qsU+RoQPM@q4_+kAzx%=_8u$}62ZzQqi}PUaV>Vh*j9 zqjxpg^kbO(la&{I5OXrUbzZIyFXx*yc@`8j-S2c6l)5gHOzWDp3_>ektr6<2iXd(o zgb94BisEvbOOm}X5`K@BiCR{$mXX(OV^M#~Jfr{V&0zHj?owW{m0z2(Og(;ke!Zyh z=F0bd^jyQ%LhcS&Dy!GAy6fjB$LtRekDfy%*BE7|qms@ZxTCt#tQlW-y485!$>0$5D#bPeOPJ~;E$JK`zv`vx(yR>cqhqMVs~MAC3I+;L`YZIGQ3fc8>sQ^$RKc5qoza zqW?4rtN+`bBAjl3E&|40Wwq1HMqB+#cmAGuQjouboVeX{ng3JLenwPwCgQjTx1rZN z=eP+xHT$cTHJ7ApNCNPXh7O9Bm2-BtkLbv?sm{7&J)9lLw2!ji$eVqo)+09DqRZbI z#|1v;?TXW@caCAZ`#NC5tQ2T5bNj0jI`auuosWZUWvW8y)$ZGabOw3o(C$q=?^+A8poaD!z!PpRw(>x^( z3QPtIy}GLi^d8mteLlDjp8ccAt#IQ?(w3-c`s!5-gw|m5xES*i9+8wI3HBLRH)O-Q zgOp>?>U23T#qE`Z*q+g*T+U6!&h2TnS4JVv>syT_INR0=r~@9_?;_dc!nSrI5z}c$dp=PT@&|SO z2EEYF^I<|i8E#o7xu6|hn@n{Mo10fhNm>@QFF98@l4ykt4*>5n zE_{3lE4yOXua(LMvn+r6*U5qUC!HU9)y@;mdo$=f7mxCAHDwYC zB*;-(`Z`y8rjs8&iprfCwRn8G&D_%ms8RB08~n&W{9Yc2h5mW}BVHr(OQmfdS*PQ` zc!uAsf4Og&{n?~G^?%qR7_Q3cULXGV3zCRMs7#ypE5Fidx75#FXtZFb%#_2q8>fk< z#S$muBD|r0JJHDEdN8hES^pNgJv@5YzBpEg(2)1d#8h1x^$ODC3+mKdFU~ZI8V$tE zZ4A{q%HRV2l*jhflmqPfmz@sBtdgs*PVC6Q9R819M(?hc)ly;;NHrnI{@DDTq@rZx zmL&rKo9MY$`|X!!ZPEzxv1+@6i-m2=EJHh#lX$VdqykoGcGFGrbKrfYI4AxvmtR$W zoMY|!*}V1=>u3-JsfkZ35}AJ(?q)l3V1nSHo?i!~uFc_l3|lUFry9-`smSDkH!O*_ z508i!{$}}0jtVAOkKGHIntROI#_D9F{N)hy1V1n~v=;ru_-I?_C+N%{A}yR4(?zbI zX1h80bTe(RxhWDsSAqI8&+6e!zcsewoM-RG+0DO_1P)Ol8gWz83ga=O&Sa6$?HXqS z*CIXnK&xV)VKIUsSLHajT<`)&ujnanN8x@>y@~2Tr?>Ci5C@~AK37lKn za>ep7`*d%lr^g>Rx`gIyvdSo<%TLqeg*DjK%<#Rf%6tT`uSSC^!#RxyHFB**R#BR~ z7yS}S0ER%};#!E!80K~uAN`fPc3CEdkG7c+8p~7;_@C}yJw|hvciwRtUcu4=V5R5e zaSK8wDZ?IqZO&NbarfQ*V_T+y%NSI?s(zwG18^$cN_J8=LCH}*5|joow`MGK){fgh zyqSFcXaa7y3g;e4#_FHGPO~ypT#i8HHUXge%gS{Ct`kOI(W;r5EV6kAYjtjrSeRyof5EHJ;$*ccb>*@#;$@84k^#@$|<%> z!jUGc39FlL<5gZ4)UV0)>kfaoH$uEzv<>k0PS&@h=BD`hYqrlv!Gx*ojLNr0iAutH z-zOYQKXl&AsOHjmOyrarPJClOjy~--tguwOBuFc#GHJi;RU5p0(k{v!@f#a)73Gb5 z1{2$F{0%V}uXLi-1jwu#^_T1YDMTV;In_0PefR8Rn6^`?_F7ABdIaxp750zgQt zUA!ghBdE$gGRTl<^aUq`b=3IOS$E*D%$qn3NTii`P+C$bK{g-02yzt^`{gB#RoM8N6v*3dfu)`^!(50voGq2U0%!Zz=LB4Mr{xpSVLJnL8BfM2%^}*x3X`sE!Z_~r-%#gu z+>06+^~cK-^Ny@_Q*Xr-y^38P4xXD!uYk(o{;bxDf0<*2-tzuOqcuE%i51Am9(1>S zNy*nRg1mp05*G*2-yEE*Qip~B8_N!xm0?4puFFU4o?92)#)d@=A$34mznb}6(YrE++uil~}(!Sefhl@ip?fgYyl=texex@jZ}3q0177NEU*H zpDn$2y-)S>VaKxper-B`M%|u})qZw>_?X-Gpk{{xaJLeAJ3ch=SB;=Fu<<0OdEK3; z@|04PIGtj$i<5Y=SfAFss-H~D;1sJN*(3i2=}1rA`TMI^-n3JVi)W}N7?b#tSnBus zo-!*IF4PamN*_l*_hz| z6rlc&mtbtXf!n#iu|ic_2V-Yhv5hw>W80fph-{;x97lYR~3@`IZImtf9dEbN6%V1F&TX$I_i0y<`ex^UZHPKMA6s+F1sL zA0y`IF?-MdAC2oiAPFmjsKIdk@~g9!a=2*Yk3E}D&;CQ~J+Cs>IDV6}{To{~)L2f2 zc%7jZ9hK)-Uw@AXky}m1sUDIvs7-hl9hMlk!Wt?FualM7F}5GjF-s2nPDWk;2_85c zC~;U?d`jSC8z#fKP}emp6^ne1QNMXd8^rFlk0s}-#?%od(Xor`EhA{@m_vEvdKJ+f zY$E+iS>TgJ#I32{!|9$z-}jtX)PIs)MBV~*<$NM~h;L|Vme2fiD&&u91>{13Db)-l zZ0V8@o}E=2BwioXF>{}pF_MX(@|lp|wW{AudiMh4oxIw3$KN{ql}$xOf5(_?Bsg>? zy|q5JJv?Bk5To!qI;*AU=c4|GxpDn_MfrMSqVvJFZ<4m!S1fq;^!JwFi5Fs689zj5*;}#Mim(rgq%d29lJx0^wa3eeR%lk8d>HreM&HsMuK#%5-Gz&YGq|OF~J_? zCa0t>b%dg@Ym#hli4|s2o|JrgU+sq`g3qdH^8RBGJcH)>UEib1QY?&2*NqZ4S)GkCm%f;7|o&BMai%=lMr|+AW>gGQs zhG$crRnGpS5vR8T>6_qgQ!xsj@82#r6gkfTaLhTtzt7mFo8C7H_p{&2vqdc9*uSz_ z(OsD`o@kHV0i^A94E4owvP-o*AV~G_zzvjWKtMnw+)ZA_>)Xyq8xc9<(b^3d$W1J> zIGZL9+=JlKsuzHF^Ucm7r^{s=lRvn>?RU&)`ca6=G!F!l{ckOfXrX=`=+OHQWj_nbRXe637UR{{K zG>Z3{Qq==bpx#*EuOQ8Df z0iZ6hJ!>e}2{m$^b}-GImb!dE4gN6w1N4lJmT)JGQ=Xy+V%QZ`Hs9w}=r~U0@iBTPkhd$`uOhO!tZge>UEt4v+bUi5BP0 zTU9HvTb)*cE$1Wsm?Lqrd+$uxEqZ2I=8R4tZ5B;wFfsz0j19SL#`A26jZQ)4z0RV! z$3y!q*1^Kh;bU~O?3Q;TI;H>7Ts;m;ulPU?zHJ1yi-rf~4mBzPx?TsCtH#KA(FQDM z_p!tBd1MsGYQ=w)A3d_yFz*0-sV3x951Mmy)51`B)~ zy686l-Dhyo%;<#JFeD!B!kGT$;c9*Uu>GdjK00b|$IRdX6})2z3onc4T-)={{Bu;S zOVo?@FAeq-bYj8$qbbO6bW#C}q-cMHC_Pa6VZ3D;5VOXWc;UNma-m1w`K@Z4v%l3r zu^|y1F`eZ^C#b~Y&@oDR>zs4RFTBo?;k&m zqGAw&pdv991O)-<-bB8Dh_rM|gMdiG*hD0xCL$m?kr+McW|AX>(WAR_BgTL+@6Ydl zpZk9Ff3PPzobAIoJJ)jGPvm5e(t6 zlD|aL_kLY}jGCJ2_VeV_EmG%=VP<6n!X!#7#EZ#Xgl}g{R_(4_jD2SBaP^NZkezspasKT+e{&B2yIi;w(z-LDP($dfQ z>vj3Bt8dS~O84yMDoPsNJ9b3c>}aK%=l<<45DPC0O77f4*P&&}=%u?9p`X3-)pj1= zBsr692d-~R2JI!gEb)ivtpg2P-|Xre!(~hFB+iQQ^vhj8Jda7dJ-;L9bX>9LUag=o zb$6pJ3E55p`Z1QL;9;<5JcntR^I;*3#UN+^$w- zs4s_HLu$5M%l^1iiMn$}rVWEbeH7X2bu$65lPZYV78uXkh`4!V@%wYh?Tg|hN$od! zGSiB_0kvZ8y^Gord4lwwn_ml@_-}mjr0|~Jo4OTN(Cy*{i=AOM6G}Hyyw*?}i$q%8 z20&EsWpaMG6;vLd)_VFq#bdikHzp}g8}hX9n$q~is(o!NXaa(rt7zI%TSPF3 zT;#W;+P}0tS>Fr{HTkaREa~vZZgC{LUa>*ryaZEW!y=SBG>sNu>zqFKGVq?e0)2H} zLor!%CQ0A>W-5||;4NZnsz0UsZ~^?&%TgoDSW@2zcAWjn8dQK^NjznW%0JEV-l4A>h^xP#|0WIjZ@cGzUv*6bs~w^=b92n$+~$}-+b&_!7Y)Ae>6+41OJKwohb&tOHuJS zkIv>`VE#*hUf2F)dY;^_&Cs&EUZ2w{q%|wLuOuEkAv$492<}3odR+A)cKK?yrcYkm z6&hNOD%OKcU^oo(4)vM8@(%r=O1?=v*NE%ZL_`@{>E`6r`Repse>1~*ELf^KVM(6d zpiQ|zWFpsmo@>r;|D6%uk1B1ar_i;;9r?kP)0gGVW-Zoja3-|9U|7rSNZwiUzBb9cXZH_ zMRcNp?nL?+U-lA0JiJy2I}_J9XF&c~7Td#qayBG2XkJ}G4Ce^$aZfbMd!VPiHdN0O zp(<7!*s&JVScXgto*uiMO}r>t8=RE`_!~sW8nw;Hqntr0YTOlIak3Gpl;WN`-(Br| zPr*7e!HLr6QqbY<)l)VLg%PdN^2euNUlMZxTeL|hDgWyG>lP<-*cVvkCGf1RHDN|% z*#^Tngx=oy5pd>8OMC$TrXyW~@;A zw~Z1oJ{CuF3#hd;Auo}BrYU90docLJ&MZezArAj&GJU%^@~rTof6y6!pY#{4$}`$k0drVfWc^;-jvV{84U6et-~YKX4FT8ZTqkl$d$A+4f)DBE z2@rR4DF+Wt+i5S8pp?-74DgnIw%l{HJ} ziF(xNCz_LY)yUcW<9qET%P$Ka6LhUGPC*_Mq4x2Wm6I=&tyLFWUXnsofUj_Mh3}DL zCw`U(@g`0bZPLUsh+cW67Y6KaZ z>7>xczIt7j5v+v0t5_6IgtuD+btcQZOKMDEJx*+0icfI)=F}<@e+Q14B1_bt*l2z@ zQd#t6%yU_JHT-KGQ28Cu=VD5c9)Lb@t;T6rR2gvETmb}eF)jE+hm%8iz#u36rut+c z==%CUnu}1Q#S~hzbuZOo$e5+n08^Zd=>Wch;e+-hdpEb|U`*n1`JY{d?LL%}U3vcTR>z$ZqQ5sk%DH z^j9tLag&nRjJl)vq_U@{go{+9PMta78jb#yHHh#X{$^RA;=1UNj&z;;Eg8uxQFYXyFB! zwk0RVx!UTpEk!U7$t>9Lo*=0h)+}6Yrwi02k$5 zQmbAFZ3Aug!BFV7J-W4rt$4gV9qS(1$dV~x<&3L&7U}J2p}Qy->`WD;#H_UH1B44E zf^uuWA9Rg8n9*!uytB-ON)7S{b^a|W^HEvjO;i*-;%a6iOKDa6l25OHX};nAP`@t` z16dmblu0H};5c*#JRY+79gwuIt-`F~t?WxqG$)eoboT3yqg%mJagQ7<%vLwAb2F`2 zq0j`87O`s0j5_PUHO!jMKbkfLf41(9bPj|b6JR<-9DPfsoKkc}K5xQtxWAOv2EtrS zq943{MUDLdkXae(R8*JuJwM;+EcLySF7$c?0F=G>2Z8w>6;~LAdv!4oF?yk13iENP!wKB4y#OF zqN=Ug)t6S5!MpS}YS}r;-Uw5a79ZD$kgA4i;Ax?$r^B6~a_tE3w7fHgVIS%fc>@a$ zk~SeJuMjUb?Y{0QJpHCO>RBvQWY=o-Mug{+T?{&&7!e2cTr|@ZHnABM`PvG8i>SSD zn6JP@bTu5Y(Fpog0}@ui-*v#En}Q1#J;qUg^qp(2x(nm`U&K=5$K!&0&=-iH?WUh( zev@yCw-@)FDiE2P)2BuWk+=k;6j!(Nxu0UOuxY{IGMaVf^j<{gm&IUdz!1a*?)Gkg z-@nT<^{AKSnxA67n&oH~Yp*@6)aq1R1m>{RPicUc@E6(mwx>Oj*O9V{o-q$V*|OML zY6W^(O1Q{J!qsxb|uWhc?C44#Fq)Ec9O#3mk{TKrXYgBjD~|8>Zn!AK)vA84a)h(R>TFa@xp@ zF`MA_lZsC0TARzytB$~sT{kcQ-YEf=@Gl?Ux!p`Vk|f2>9fZAMdp>6EItTFmIP$~J zO3mh6B1eDa=LJkf@l+7=3z-o)KU2aumfKpfWXxOfU0y(TFf!3d?bjxuB{J zd3C4_2%vrgf$LE^0rmW!e0uZM|HSY76-8!)FQ6y>*GW*W)`keB>aD|AhnDK~5n$uS z39ntvpxYT9jA^$=WAAWDl@4G&mgcVvp1t1BO@Wj*9}q7BZaoI#q^pP=g!b>;_KhxS zrnX>DOF;Yf$qwpHsALerx5002>wdF|bzGuOl%dz<`cmJ}|9yT~a^nN~&q;yC1&zNv zKMX7oD|?+F`YPPTnSgu!h(c#^M-CAo%PY9SkEJjTue%#oBSwhk>;Bq{{n5h6MQz57 zz>b_vgQ3+KGf14c6)kK6L-5!OZ}f2WDTY37(}?9;->m=!4j+y}&>uvu=V7j22IaM|n?j!UH(6pB%BXb=k6` zrF5MqGQZp9l!k|fs7hZi%iAzA9i{kI`_|k^*5@jq7fs>y+Rjd}oFPn6ucZ+2izPXJ z_q5wGeB4&f$}K-v%%8pLfxqIprWju(r=M1N3l{PD@FypJWb&B8>_>_jI0Q`h@K)MK zlOf-#Ps1u|DGEIVE5ML&fnraPHaKI7rihmK`!2-Y*{LqM*G=8Bb%k9TSa?(~kjGuj zwsyN&x%nD-Y^eo)^QoQLmj^YeN}N3$E7tzY!LHjvf^QDozN5eUd8MBQMv;|xohD5D z1wJrkp|h!%pq3HslbpVOdIEEkrDOV?1UW!iX=y1J3v2<+jt*DKEteGc`;S@Be{;>q zo&$)DJ~QfIZxUl|=QA0KVEoY0Bhk{C#+U-SZ^4R1Dv}~X@Q76`+wzCZN;~gp-@*_- zDUQq_hdkE}sl*eQl@iu2HWroPMOc;KaQSNJi@B`I&30WlaqJT^E6SKKmiA z4oFrTp|EDoDUC^-VOX$=q|5}tUe4Fj#nuNgN2f+0zv2Mvq~N~sz|jXpl;+^x(`_I1 z+x@O}&>!{??;2}ZbCXQzI~8_yCxi%>%0bXeC~gWp(Ypi>X@2Z4&<~>9yj^m+SP6#B zNKoGH3ZMiUSr9L7=~WS6KPTV3wNUP|xd>E|a~dtqeWutH`U@H(bOx(##7gbXtwjX| zTu-O6k^Hth0Q=4batKkX+uL=D<3^;7MY*f+OHXS5z*UFiu42VPoeBz*l;{U&k=LDh z_%Q`MAw(2jx0RVIcecqj^O80yu`kFw_{+bAV0x zbpIbsj|dFVK};I~RUY^%TqIfZi91Y;3Vh1GHyn8G?OcB(02B>1f}7d^WaS@CLN*x% z=)VO4G0v%B;=)m-uQ))A=l@TC@&CW#n|FlhQfW}$GHBKF6u3hgJa+bhYlfGO8&8{* zNA>D5ePir-2R91;v-HYKKcjLAunh1u2PhJ=%bL|ULIPT%~f(n#@jHq-Ud9eq2r z``U!nRj4?@Xnri?a&y9b6W^wj5kr7)v=1-#tbOg&2)&NE1>@ZM`c#^mfw29%ruX-_ zs<;)+6#0{*MbA9_a_LJPO0p!EJhV7C5)j*Y?F8{^ZThSS)-Cur2T`uzdB#ZX19Ig{ z^3IGt?|9$X3JLMb?OpC-DwQ+BVye_AHyhe5>4tVCap7_!uxG=zj{uk=_aeuL6)6B< zJbp-y`x`9^GCj{b2b7QY=!?`j7+sP> zI8Kc?A`1Gw>G}BbRKB|B@%PgsbQdOe?jl9=3{2kLYHJo4+Lh>gF`m(YKlVa9s;>70 zt0;fj4~R3;zaiLUJ4fk%@R4ClmlbCMh$*c48 zP*1L8C(bGNsW&kr>}{nA{1}RvQygkNIi0`mu6;XS9G9*CW@&6~bZwRbQmz zm{LEuI5~L?{6ugsAQ!A;sQp&u7=*-LR6V$$$RE^B3e+sB95T0XPEcdDf0M{tPV5H? zQI5#{- zy#5~Ch}SPrB6uy5QpaEq2uxvnZYw9oO~szD>?_S&pGb@R@7&En`Y~grX-h>VPYe>{ zXsx~CscNPj9oZWmbUE?c7!JsMG;njtPDoI%jCeqqie8F+;kXg~nsoWvrC=p=KYa3- zdaa2lLXsJANVXiB(kGA>dB(iw?W=gIsp9OwDSctjD!^Za6oDDco5a5>D`3A0NhTZB zlbJ|K!xWD!&Fn41>Y7Q5X$Qeb_doXWFPCoy!38V_OK|dR2{v0rZE677J3oIRj1IMr zuEop)UVMUP1LQLa4`Ob<*FHoRb707KUiXvwzI?uN6wObiJzR#$f#Kw<{lTur4JAym z9SZ_Bg+X#i!hB<@`}G67#J)IgF<`YBLAC<)q?P0}qB2RBNY{DQZQFZ}e!Uv!NAFiU zIPD_JFHC%_Cl!*A#3Qr#E7wWiD6On72qaZ7uJ-ncS1sV8-@)m=1d}#Jn}UmUV{HIsV#O&n3pE$KkPL z!MbSA=WM1{E@IW18A>_TueMRbX}y2^#t@G3vbe$<|3tTcPAS3g{yS-uVqrPM<`p^5 zAyoC3JRbu?$G5B(rb$KrA%B4gFEF1V9z^LclwcpG-R%b!!rhVc4H^5)yBB`~sym|% z-8BOG4sevgplntjfiWr~tn$kPW-E)9^Q<7O(9^~P;3}W89GuME4JKJdkYxPZO7}+N zXZ{Mg<$V30F3}QD^egYwr`?t>4_IyD!KVH!8@hfB^FKsCNuiE<_r={kHFDsVik( z;ArjI=hBi+?ak)b6)WCsXC34fZGUhrEUqlOE3M?#%aiE#jwj52=FjQ%Rz(3oneI*<%>T_QQS$taD-r3-K1wq1@ORF#q%()MdyPy z%|U;c^zso(-$d#Q8Pw&D`{qoh`%G_~bQ`9cRfI*SQcd5p(?va(;8T^?t)WA-X4KH- zvi@;4|3@Prx-*o1#fejg_QeunEH)c(@@P%wXskJ{!Q$JMsjj;q z{9!5me{ILjY4ge2cdHaty8DLI+$^=H#Z#{umJ_If zV|=LG?zhFv5j>yd9itB4SFt(va^afVJXIM>v;1u>R-9J4tAc}kvuoP7Q&PcjHI-;VUFKEn-3CFHoa2=aZFw1Ikr2J}^qByhR$- z4DmX-S=c5pKbRIvi<6E=26|6vSbRwxPQ_+H1-^DKOt||&%lrSL2K_-x7POmllPs6d z8sMh$lqY_C@js0x`ERzc6xr=#>nH~ntYXVWw7U#YMm}_9kwC`8LVbGwnwm#YwNP<@ zRei9lQHyjj{)6b!Th1EPSZ&a`v-=V=wtx6wvEJjV29NX94>v~mUSX;gTdUZ}Y#s4e zi+EAJyMAa(Vc(KJpoliclmuAq$Syr;<|g}86-j=xueopWuv)5MeFoC+x~74cicRoj z?%qEZONXyZ?hdbf4~RM)YeY?HE&Q+~0U^52+jW5Qhkg0~U zkmEj^El5qqy!K4ny%n#1El8q8)^x6^wjJ!_H062tqnTAkOy`12BDVd^|4m{l+0s^%P)PtDFF_;3!L~aD;A8~DnTULheKYrdDM~icAVA^x^(89 zbHRh?MeUufMfB~~feCe?bnWy8^(5=y2AI!E>OY!Jrd$50V=vvSG(zeB2>$w?cEa*# z*?}e3;uZwh0yqk$6cJ@Gr#PE6w>a=(eim zmIc`#kNZ2*RJLU$4sQ{JSZ`olw4=(lO#3R(p%i(6?hk)4Ld)5Sk%6bF=LN&X4~C!G zRM&hF+L>44^!(Y{`P2Hs_GP!bIYATP>;GtWZk@nW6r7{{IfpK6XcdAZwGJ!8ldEW0 zb!1o_Q)xsyE*+@3$PZjdrRm_x-+F$v%G`wrYxy&E*ovmQ`DDkoXtn{OTJn5W5ku(U4_~Bn1UO|rgnaLWXGw&@?6?GJwUTq?62NsBK0(epCxm}c^aYPm zDy-@*kDM=PiWVGM<#LX@AX#d%Rt&m4D=}e@B#$9j3T`#I19KfP+eA!;nr=-B7i3Qh zT9>R;w6>qQ(@G`@k@!cbKIi=8sRgwN*uxE+YpGM9A==}9+oQhvYB;Au^II}7+h4LE z%LDl;QW>Z@f4%(|FN3a$-{e0J#crvMWIqc0P`5IY=pttn`h^@C#Bq7&T+{w_?K|%- z^dK^Jj_@49g+V z$Yu0(F78^f*oV12&*5D5aT(e;&kgerQ7(VSbOE&d{1yS#E^o!=lyp4icSEvqlifs1 z&11zfVnI7rmu%i?5;wY>V3i8KNUke|N_mizXT@3`OcNk|95Alf;A;!olXu!OMTVBX zEuNIPvpr9`mgc}H+p?}^x-WXyh;4?Ow!6@4QplL(L4KSZBdLu5RfwA_ud1QekH37# ztv6@8tTlb`kwbRR>H+x{DV^Fmv{*fQKR%Upyu1VPgE6IaiS*;V^dHTF071jwNc*d% z$L|OJWh=jyJ@>4{)oZrM2KHp5?bO2h8IW2yiu0*~oHo8Mvtw~?vQ?wOiyP_8w;QtZ z2Rkp=-Kf5pws#xo3?td{khs|3*MIef?oED7*@_cvX0-){al9#!r6~LEkf@alukP^b zRxlt2qDKA>6a1n|8<`eeHT8y6)l2Lc@OzA6sPU+?xdl}F6bR(+g4e4^m3@$?I?wcY zd>Pbx!_a=D7p7Mz0aD;^we@$ZT6QB`(@Y$r#9|)KC4|D&V%E& z46O&nW~7#4-Zro3$)EJYrd~Zr-VNIfR&g;|pGwP_a6=~-0QLQYE@{bLHniZ zy{1#6W*8Pi(Ar~#jh=p%#@~>NUND|JPToiL$?TSi5Q77aa;bkH1nq0!XLDx$MV&Xh znIdehN!4~XdtJN1w@&aI*f0f%{X&WGY-j5%hla)*<_=bkDrPmMsD8C!`vB?6SJgc3 z(HIJC@_8!84t*Kc$9*S4o6w(diN%dOcsi1MaRJlVcYZnOa%$nnpg5Yt;v$n5K<}rG z>Fr^FZ*Zwd0GEpD0y(1`QrU{n%$i)CdrEsSK3?6$9KHrN2W%zs8e{g8S3BiWTMZtD zJ(hCYyrt%Guh@TPJID~K8?b{R-#L;{4a1KgfvY55KRhvpHi>U&Wf;%tu?85XeVX*( zWa>}jOZp}vT0jxhn#Bd~;<%bN9I6Eri^^WE`N(k|;ldZZ>WrL8g)AE%OzWru8z^pL zdCa+wYH%*2Ykjy}3Ao165gFC4i77Px@E`S5ErRwf{Fw8dq+8;I_pe!(%e$befD7$ zCf0l7`9-~J+}1}tZo%qAs}9rEum#uNJ`v3{!_-+mpPH~lyRRXGemBL*_{FsyH1Vtx z$q5sjX1ZfC>$H1QK5?9cI@k z0Q0?!wa=cV^T8q;?H01<(|g5=v1IP^e4f7wwr(_cXQB)&n(F!TXt{m|H|WsZ z0k?`u?M7z6vTpPk$C*18W_s~`0P_?SrgfeWcjL_Zx#Eylzy1) z2>R$14j95d`o0NGf5bKl>7pDAH>%%FcIgIj#(5!4rz(jL!>lq?wUtJUp4cwz1NCHU zelxUp0hq*e9MKkK(^^6AH`9eiqT2oKsU-a_#@oSns^Mz_(&~Wt+J7()(%~B2}qokCWR4KK4`^__`ln;?9k#kqyy~ z9`LmeF%g!4C@#;I7P{Z3h8j*T?Y4i->C>y2eifHAc>kb#d~K^k{ZQ;snY+Z@fl>piX9F0c-Jhh$W(pFDen)fpK4)Cx+5jK| zGX9O*#6|J=PwBcBc2oJB}gMm@q=MD}$nd3QbH$7;Nf7pDwwnW%d zJ8cUC5ND>?t_lNdI9&8*}SOFM1lUrjf-%Oy}bGaa+io~U?FQ_NO+G=i^ z1r(u-vF|CRW~A`uAg0f!hw-t0t37JCv{ZZo^$3FTsq?Umb7)1*UsAgQ$VjF57p1}@lUfPlJmvchN}PB} z=X`M+6R#E?uFGao<~L`257)R{lMLj!)J#O;{0$+G$NgG{R>tBNbYn+DqZr#si|>L9gsf#VBw~B^ z_#hqBG#F6o{B$`}vA?*{ZW)Nu9nBeFxvl%nM7?V(VQ0q}$KIR8CfJ&K9Lo{=*5jsC zRcFDf#`W|7&uSW;q53qYTWvwk3>g_YZGWvl!f%0E>$Zg0@>C|FwIg;3gDQb@+kNww z#*TW6dV>t>skkqxkFa`lyupIq9S(6%YQO}prhb7xoo7H5L9K|(LXCYZn?`-B zefL)a)-fL!o2)d6reE(V*EFvv+&kH9>+~}1PPG5Vd2lP!us-^y z`-1E{RtlNLCzHmdj=n*i$i>TFFZLlx5wFVN45%*>LD7O+{=(b4OHM0M1~Z(6s#hO2 z)~FE6<0I$Z#U5u%4m)%68^-Loq4L_!1)XqZ6ZaxkwJEG?)N51!Xy|u}q+=RE9#1nF zMgZ{tWeu(8P!2!p+>1YJ=MOs0_4usg)H01o*D9R~F7RMmMdrU4JHFW^#%^pKMbSA& zLmXXk6Uj@yMGF&2YQGQYC!x!p3iKaP;Os1}qKTHboOs?E#cf8xNnv$&#Is*f*Z!0q z4A3t&e?QN_xVoalfHcvPMhI8CryA#e*9BWBr5pc1my>LLJ%+`jc%{2#kW}*-KPRdezLK$7U{;zsgPo;eB>K*utN} zpX2DazhMQqI$JIBX@UJkKQQLrA#MV-c!Z4b*(wTlSVv8M6xHBA{jKWHU+ua^lywP{ zek?^P4*GuZWhD9O&>8MGm>mj$kzr3tyNd!`@Ma3Nuh94%PlcsLUYLjiLl@TiuMVadCswbhHS$D}fd;905{$yucp@%>lqOz?B` zXJ8o-83C?YL;*Mjt#zIR6Eh{tcN#Ho8CjZ3cd_xo^!Vr$P94XpJMGKD*k9dAPK<-> z6efb6E@dBpTM5Y>bL2NvL4@I%tZU@Ri5cQr<{IU=v;tV~K1I7ow|PuH(3ysptj#tD zle37)ZPlii65#KQr|qQ$lm!}Nf@wJM-KThjha^x^y~u7CE}LGS2V37UH?h2C5WS`) zCCuJVAn4@9A7i87uGbn}uid%R!!r~6OSjKv9BNdZL=H|>lF#pFuDNw$)CM8^Z~+}0 z@yW%f9*Rt$mKbV2LE)>e30+Tjm-ZVMrLUUtTsjNF`w9xhJnqqH%&4wj){raGe-&?d z1jd9e@>3q(TPZCd86G?UyF_pb`u157rFSy&{Ua6p?zAez8TDcDCs79o5Y&#)ml^U1 zM_NVl`uC5oFz(@h>S+ZUb#n`oqkT%r-}X0WO>90n@=4%S(2yrBXKzLp7aIV*PJ)_b zCO7htMDTamGqYa*EMYcOd~HiFDA(D_KiBTJS&ERm6p!FdRX?~Xxn=>=e$ptq)F-0T zoa*f6X8*Sk{I1{1Ehu5)}4kQI(>SUEVO^$XE|!`XDJ zfNnuKqvUltA6(~_0iw0K#`59pl>WAEWnl`a{rMk&u&`w-TbLt1-0MU{H}kkD>og2f zKzT2(@YJXGzGwBDxC^kg2qSK@P*O>OO76K6yCMIrt5p%GZ1`Al#Udcv)Fs*%@g@%z zmbF~iiqeiYJif&w>@?~4Zt49rcEie%+KVLow?{+1cXhYXEq~5`SeO0-`Yc)r2fE)4 z`GPKnikz`f1PRN`(IOYgFp;M=X4@x_0(73aOdU)RiqIWv$C0ZkxUL`sGxq)OSq=KW zdtG-+!2~+wpQS_eYXBY4D)7j|I^R(CU}&_td1tCh?Jjy??+f4-K!jnK4^M18n6Npx z`!cn|bKRa4?1EJ)grI{Y^USqte{%L*L|mNFT%2Qg9)_w4SF9N;6!WS;iay`XLAop; z7)SEXwTbD9l|TiRzXYrS=Bi`h8;FqV<}-JynkY%rGEV!etmTZ#*6h54{%$1 zDKnV@p2lOvfS%*(j3M>BxR>Kag716OE-_Cw%uQ@9?$m@q^*_{)^sQL_`t^!Z{NFA7 zL9r)0)JC(`AcGMaE%=?@49B8jZMa%#tc7dk1vjUm9Owv@$v`j z_b!FdjcoYNmxZ6%udo~cV?DHwq%U1v=vR_Ss{NnRy+$~Tn7tr{S~v@fk|~Xrd_}w6JZW7$4{>KHv8|RD!j9)>9wWz(QU6_7TY;#15aqVse>Af;n?XMl$k1x;<)b3zu9n1R z1EYCIOs;PDYo>3@2&r;;+l)by)n!>Bx^IB%$va zuZdV&-a`Mi%_n}sJE$$}>k+3ZFlo4UEo7Kjz$)6wda=oq@@Dr^8HQKf4fjH}!F&*L3_^zzc& z;}%zEtI*8N(ZjX2xfmdSq{>QId-m~3wmYwO8)n34wX1fV;y#U1;Px*)TUhH%!_d1t zOGBk&nK>Ml4^U-CZ0SG8@^{1hM}~rsHn3p~zy*cFEO)Q5)sD5kQJqNo2oXxYjwbugaGS!=1ablsI{Pljm%z0;O2+07s-TJT8s%<-9PfyqfJAOg# z{%o9Eemkhbc1YJ5#;W`Lvbw7~K3TNw?hJ1+vswW^8@o(t!u)Qkq(`LTu z1wW{|*td*=zv#Z`{*XgNu;PM6=IZDh+vWw#=7uU5g z;Vo)#AJhM)=4qKr|K?Zm1arqL@K)g6CjpP5uBHJ|+Kej3(FU=+Q!&rBg8%`(z;wL^ z3wDKPE{%$LQ7awZFCT>zR{M9#R)%&b&=icBml*<`QUwuX|&isA(`#12PoI&O7fx`Umf6u%HN+(Hg>RZV~9PD6Ho5L85%l>4gE956-mGK0A5Yznqe3sIY8iW}o=i#LkIWW|`h-ss+uJ8OHaL(hy$Dg#vL|r7G49DPcCfMDDA(Jnt84 zSM&tE#(|#Mk>=Y_NCGx>N>HlTOt;za=#X~Ha>3ERT1t@9(JAsO_9sxj65zO`A=Hft_>>8A@sw@rx9!`EjO}?< zRgIa-@Yv5Z_)arfnQA(=f3TVg_@FsOj{P7t`%ttU<@dK2k%s80spRmee3rT_EL!)* zlbm2_IhpD6vQBi&)btDeknj$6_xF}o6T#dg<-w0B!TlbjA7o8ZarLL)uFO8}1^lxQ zwaR_+%uBWTZKAb!oDv(eo4Bm*mm@j~%hsQ<(>u}VDrX?p`Re{+;=pb098e$uL>2;V zPXm>*7^kZg58FEwb&6BS@?@j3&%H1o$lhaB+z0L4V9~RC{+amyhHd||*U#k9$4L&s zThyTsJctOAEb(FOfpDdYh2A)#kxS-&u+q68iXST{(>^=o3yT?!|6l@&^A0O}iHnL- zeQI}tx5Zjo5XQE(;B~ntOLr2>@LJ(Jns!4ZG*hacuv@rO z@VdbBW8q7F2Vi#jFw`ud%=>EAnxlEc3lIL(d}-`|O;(z(HKSA5yJou@e9x$?Xa8uX zw0d8a1LC-E`;I(!4O%GbB`ZI4w|JtAO^5u-NXeZ{lV+M^+xe+Jt^Ea7(=6*7(EhpB zUl>7{2volj@Fwo)x8K?AT+>bOQi6EG!_e7iWSvMV~Frah0FA%<+Vnf12X*|$rot>GY+lV?~ z3SeD4q@5e*yb6m%Qx$ChH>5xOx!ch zrBjK4`{Voy*Wa=?W&65KOusL@g91u#I9*AJFKwp#+wKRQrK*Xk^NpUQ#L<|}3`vj= z^Qle~soEHUGg7h3n-#Gl6D9hg;w$MT51eK-XFMrI*@T$|`nUE5Pp@e`UyeJ9e>`)W z34MvNjp8&>1@ryW@&|W>ma1v4QbNw&-EEM?#(3Dr}PN6@{RfCDsqyzc*Yxp5!ej9$UXvH(z(z)iqbOuQK@U_oQ zlGeNadp^#kGz1u{9S!3Sv{M)R7e~tx>;g*MsM#t7l||P*_N{W4z|Wa(BTL7K*aif8 ztlq1*_eR{S#`_EUg)&c{pO3lk%* zFrErRM}j(UWV3NEi)YmS9t%aSiTJsXD_XIsKt??NfEjQ~RQ1fdCO1nqo9r#0h=2bG ziU&96ReP_C-Ju9Z+(|Q=ZUfT8mV+JiTm7ou`Sn0n|Iw%%A3mrdoSK&MSehl-_KF_y z<+|PB&viGQqO(l&^#0RpNss3Dt0N7re17w`IDWt8f0EjT2nrvv3>hV*R`2#q4f=yi zN(Q&C36tQUM|kL44S4K4SSSj%od-of-Bn05>l60B)Azp6;(J&(WQW-*1q7ta&8MU? zHstYU@)Cbd&b*#7kESzimq~Je0We>S=^$ zA1suNpkD2@Eita}SHtR>Tl~Z&=9>jL!RKF@of!4OxiL2INMuEdbEDGF*ON~CcSyCF zbDJixJ<1KX&Cx$&C?d}q7mneK;r?()Nwy==+m+M(qd}W}FeU1!JBX{@KZ!9c z<2lv0>{=q0q&)TPdp5BU!N!^E#V+VDDqupvEST~Qdkm#lyLEtdR-d#vu_BV=XG@h_ zF6is4IhN-|aR!Y(PWUS&XpfyK(pAGXNj~U0F1mJ??quxCO?8&VQfJecRITjGBk-;J z?*VzavGAm6>6_6XZiV1-vgeX9RQK1^ta5DW$KRd4+!2shyHA%5qZM`(mg7YKx4PdT zmf#~AwW

OsCI}aMQi7$aM5b%msm!8n=Lx#{Qg&s6XYx{h)Cmwa{FK}L#ihBDZiFq?M znf`w|p3XjMj!jImTl&;I_o_Ge6%ZIA%#r7MrvoNYMmSHKwlG)opts%Y^5>pit&HV8 zd^wktZZN4#@gmYunM)X#bebFDOST6ZK6=)kGI;@Qn#gu(Zb2f$Zm#!KsYsqPay%j3 z$cEUk1PIk`NkSfucQYnjJD;{YctSleqP4R5J`YCIJ%MTyz-AJis+A`;1a$k=K4pmj zHpxp4O}4#ak{nEu3?BkXvB%9;?t)E8Psc0^a<4_aYR#2TWH;V#IJ*+^1q&N}9s8>x z!?x|LH|Sufu0&bI?ycvk(WQb)A5~SWKsq+wuM%!u`KRz$dt0R(yR*{)@b}t|`<$mk z7n*8wAx}^jYN3t#pM|2VB{&g*%45ita#GHdke8QqE3$YtCQ+gKwN-9|I5FwBrT+P^ z9BcmP(Gua$`h}lnaB9B4l|BaZ5B0#2$0dfC6>as;fmU}m@yt63I`#I42MjvjO!&`sced&Z0Lk-PIlrHizX5Hd!Q)5eH@-$5b5*$v z{ptT>JBf65=nnwJx^0-kn6v|jMC-)jr9v0>WbrGMGrUjMdi>;nU`rK;b;Dj3bZ?)x z4*jD*R_EM;URjH87eZ9nMxnRKfMxmyWKk<6N1U}LQ^%bXPH!DU4TjuXXOsI-AbEB7 zPzrVl*2^t(o_)j@(OS=Y{Izq+zW!@u$>M2)HH+dE?W$nZnGmqfbNK9CB9GxMiSA`t z)4?$TUri=cc)1;mZtKX9aHglOBwb)_~>Nl_0y*|A(>n3~FkB zqkr+Ba#V__C><391Oe$S5Cs7N>Agmz_ufOIBA`f-E=3UOHBv)O1f=&G2tD)?Ak;uY z&fUNN%zbn3%$@rp??NWC$==_mto2z*JJ#dN%_rZBhb1#h_?z=~omM4^3j{Ly51xbg z4u*7Sm8z->Czr&II|DELtDU9fr=bJSuW6rdr_Lh%&&pdZbnRn&v=^JLlD)Od*3$ip z%|Rplt|5_T)ggzA%a&agFhlmqd5B(nHt|x+w|v7GZR+!4TcQDDcMHQ2rP<(WS8IYI#^*QQJ z`D{+owo5q;-_`=coL75)8E@^DZ{HZOpfHd(UZEqls|xZG(Bua-oN-oM7-@N&2)#Xz zXYM_%gt=B{M{jh4xq8MFg$W7Cz1%vHT!hjSuckfbP_u&6S-!ra8Nk*2 zb!S_RDPk$-A4{kfaRYX_M~dgPmFJ znwj3&v5h{1_7dadwYvFOA?nv(bt3ecr({;n4X<_jN!>4sIN8A)l?w$N&4d_F<}1FE z^=w%z2o#^ody~ZZCe#GUw7OV}{p(Y3o_TrZDeEGC zaB?<&tR?L#<*Lno&u+n zp}R>rmP^s+Tq~aBJDlgQ&VV&U-A-5t6EM)RccB&XG`LK*Jp@mrR7T5e`;NBisL^EU zmM3})4-gBZ=ZGH;`u~D&*3C!^-*IY+`x?f=-PimfPbh9%hgPBO@$a4Huz2&c$!q^> z!~Z{C95n4kv5JqJd6ny+CuEWdCc}QDJ2qEn+-F;X5 ztq!?-RyXGa-zUxdU1|e2R!)kb!Xpw^+_)cc1!ZR4!G#@iEmd-nt7l|69NMJi+Rq@* z?i{*z^;O6k5>scxO~x1c`6gM!a7H6vK^`B&q6fl8==5`o0|UJY3D2^z}Z@lnYVWAn%IQAiTGAc#hWOh>b+nEM#Gwhi@l33IZJ zZ&6zr$o#iDe}PE%H!j0AYM`{IsLX~dV=A6cX zdk{ZNI$0WH75jp=8H zIkd1_xelBjd}rxXT-BB~Lt#L+qKOxj!)@h$7WRwm$-zaUOYl3?VSa>p*O*0#wec*i z#`|xkr@J&Ik|)ML0NLmHnEPXc%AkFtmMousw_nWN%Sro-t-&JXd-A6W6Sa^TjGkvy zn$q6C$y%ircZ_kkC);Xgt*?73%?*;vR2g0^T*m9!OWq4kKUcg}UDuwjj%L9mBB}JoFLe3YIghCV5k=^wEcCys zWjMCs2i9t&<}0V6935-U3=5te@lz<*k>f8d%HqKrh4kNF*n#qW1K+UxM+splIaYUvmW#m=@|lyB=cVvg|EXDje6G`nwtwJMDkOn zk>9f0M?s~o0>4Xl-%vf$jOF-ppa!l)7V}f7f)VkT; z%YrZ?&Lo$4^A6hQSJ++tdHh9Dm*#~GVh|48u-_-4LMzj?aE66vf;P<3&#v$G%;Cw` z!FR1~x$yog#r^QVqZVG>qBr*_on=-6X~tDEYAU`bSn#X|+1ddXHgl zdM$*bu!wXWdE9{&Kj{T~eB@y>Ry_uWBgVFujZp&Vr!Z+Cb0`C{8%jjNI zdC;YR0V#y|85kD*tsf}fM%nCa%jA)+qmR4s3>Z_eN5jmYfsU9%QDfX?BYu`*uDB#; zvZ@4IycqjPAMcEzz}RFi@MX{crzSh$p&l5u^(goD2?pf&I;Wg`NL)CUtMWH&?$j;s zY%w&aWpUX!_pfQRz|gFz}_Ng{s%3hIv^=f$acqx%d${xj!6MNvWkbbeiN(C6yS z@ntpVNEdjOx58c0NT|U{m&k0Wj)F(j$bH~%lVNkLz8=8X)Bw}ieTe9DWta{2zrtFX z2@3U1ox3r-VIc*t)98!7-{syqw4AiHP#dQb6RJYFdTApxJg%U2+F#v3i*~xTpRq2v zk4;_Fb1+?>)A3weK!aBW4yn96Jg}_qAz@SLq7)_sB^Q~ zc~G3+^^e9`%=+1dp>$Kt_8T7VexrwU-Ll1wEmn$s&iP&mYAnGl%~uAEWM(H0MepeU z80{p(2*o2HsV28)#yh&qZd}b=@Zq8rYmr}07|utN6}#@XVgPRZmEN|?Ssd9&BnGPK z9s20ptiB69uQy_n2kTR$bG`J~F-~AgoPmB<=jxj89&tQEj8#KvstZ_k0?Q~ZaRZzj zeHuBwQ;KxZ=Ldkefz8PwM{T?gulHVTFzi7_aTsGL;3(&M4`%k8r*2>I__}<_lJA+| z{>yarBKzb>rQqksm)!2Q*{GEKY~F?%?|NgSZ7(^@Sl@HaRDMznFXxXZRi~6FlJYOq zYJx=|%VyqDW!@X&4#$PNGq=rrbC}?gI~b?%*Mv(VQCcs}BYevW8L22ba5WUDiSZs@ zc?-W!MIFORYVfK+^ojv#deWw$4ckFP)%_6O35_semVXbz#6abV)#F2rnd|!0&$ot^ z1Tm6yme%GSQm}v*uPaK%T~(nbcbE7(pS_X@tT~c<>Ax1=UU$rURG~?40mAU*Z%M?@RXBFQgg+7CZw|=K9{!J;6A29S&ly(cXqFeyKaY6tp6ozqVUsYCNw$@# zib7YtUF5mlZ<}^aMo!ev@NP*ii zl|$TxTie#aw8JNsp7?KiHB z`Pu2)hS_`mH4O%e?kAYE9$STLlbYvB4U|fmd3~^zxu{>nB|m+ zV8@V&x0vad4#QAnEZham3Jqu$D%(!G<+7ou^jd?$*J|IDZGP>z98J3gw?)$7%_om# zEJ6GosW*F$N+*)nf&oF9VEzCgilqAgdQJcTK?D%l4)!S;*8xGA%`NyPa~)|7D6(Gu zN0n?%7X6Q^0YUkJaLr*n$k3l7+g}29snt!&Q-JfPK>$-y3WCByqwxQu2=J*9bSQoQ zQ(PZc2zKl^?K%Kh1Ks~u9~!WD3#wGYX4*rt;OWecQc&@hAcaQNrQ5|uH?e<|Hyi@> zb!*?fy=i3h;5gp%qjtJN2*Zx?l6#xZIG`vYKUlGwT#37p>E6EN4y z{OkT(62|BmsGxCsd9^b1LEAouPA){LOZ}>gYG_snm&*wP%e6!UTo}*APmU^+W4E|& zn|Hyh>mG_fDgVAC%3jThYvKB%;ZJA0Ff_@!edutD{dw%b%<1tN$OMb7*>8&{Djjcn z)+r&v9`?PUH-5AinsJOmXg{CW>omv{Fs?Y`d_n@OWeh;Tz@zHACc-PRpmB3cafQWR zmvV43Go=vq2Z%<7&Xr}9O?JtRd+hL6z%)aEgRj%z%RcV#sBM$qrL6eQHKxYH;9bF65VRb|y!Z>8)?W6La4PxdTGrafLz}kX)bo?Ok zr?ZjF-BpNmxJMYPGes)+ur#OEwA~P)e?4Skv`FxrlQZmzz>U^%K$z7gg|-#UnFXI_ zj*{hh#Nh2<2OP=lJ9Pw7Ni6-uH{#+>s0sdzd{43#@T?yI%WHP$Cg}5-ty36BM*G4& z-O}8oe!cjvmRZWbUq~E9yLggR2g2n(%H%WDrv7xPnoIz6JkQ2Ycraj~%OeqsL6RgM z_1tdZnHCi|U8VS>;W^O${WKZGm4Q^Byma?VTP#zQY|i=Af5l)tX>R;iz5Al{{Qd$m zE&-^f|H%(mql#@uA!cf{ZRv$XkAx>5k#4w+#5L+H!m1luwu72=12MFlu*GWS4zde zte5;iealFuJ9Gyb5dPWbv=hvquHuLq76x-94-GU$)&EuHkcM*~>+|a`@We^pU>9J# z2fz8@Jy^iYTwD)g`BhV$2i#tm>#`e0XoKoc-I}X)34$btnuz~2mC7wuVSeVVY@K)l0q6d4vQ_f^y`F9ki)ouRut<0AIOAI7=xETr zsUpdTmUTeZ!LMY!^P#mt$>-(Wn*y-HM4rQ+MyI{&KUmWe)O@^64O3=z^x~f=Xh*f3 zW*e0az}IpChy6^qOBP5`a~9F()~^#R3pyu?>pB}^XiiMlsZ>Lwdw1H zynjlZwoW-X);(K!Epx`wacQJizs(T~4lH?p#V=Fa9zk$RVb^>FJSv>VtjzkgL6cz; zq8u%~Ea(>Xe7t&wIuGNkfe`*)M6E_&&&d!suD*;k@rf%{a%0;y(#`=ay@jo7v4Ht= zSUXUT?Chq1)OJ!{tN0E1YOu)TOv$FX7h8|_;$9df$Lw8wJNcd(CdnR7mw=i2z?A~8 z&-qhGd_d^Xt%<(NnN-4sG`+2;$CjuOf2OSlIP|>FO|~3?_Ic?gvGG7(OLd4#-1K0< zBlpjF{#WAoVw?)hIa{#zufb||CTHEvtkH>ohYx>djX3R_W?q-g%gvK1diS0!&gpR) zNI(3;i)&XM;wE(e-{;bn$~~%2`m6!`Kd(ou$9PDFc2GE43ECx0aXIc!CMUXYvC<|{ zsOK;v{~P8z3Q7O@!n9ts<|0=^`)o-ofz}xsbJ6F%S0I44y)Q{yUEIm z!HU>{>pVyFGd!!$ABC*M5fM=I*8wq!&IOegE1W9p^d%5+vX@RDMT_m(HoJ#o*tX z+9D-8wgYw^tXnTEq{V-b5bwmCK(g7t-WFsJUYm^-Uk<;Gyd>Ke- z&K5+S$k&}3IMRLeI;P`&M=sMzR#md+-KioCQH273$qYv1m3wx!(aV5g=2?b#85imW z%L!j}vpr6-33+be7N#x<#99%cyz2}1-`#hd^9sJAR^T%c|KurhhNApeV2kJcTmV4j!xDlV7AMYeq(M@gfVDu z@x^tSVXUy6yY<(T$|k>aJ?N=2g>PFbybW+E_6grVTzE~c>4gHzC0RrdAO(Jksr^vg zQM7&6qA*ANz1-f5)hk4}G9-WT4%yY4BR`F{A~@8GMQF)dQx8BnEmE~=@msh!+ z7PAnL8_?F!`weK#H(S(lIoQlI=IhC^-G%bT3Z1_qWqOA_QnvF8n4Z)qR%X4ef4#nk z=gCyG3BIzi&KF%EoQ|Bkl7zQvS7-DQ{u;ds;d+n@xr9Rg5Czs=bBR_}%NX)f&rE>vMSbwN?1T?=Yl%*~x*J zH(wQ~h{^IBl=*AI=I+AaNvR77-0dgH?|^HII)8`*3os!bOf`d)75YhwGF!gwEK|p( zxzQA|)M93)gXhddm^)g+vZiW@N@3>|O}PooISiP6)AEH7S9>0GoH}X#g|F8FV(hB~G(WTOM8gj~$pkn3! zpFLhqmp_jk9t*hT`Kj+w>B{CY-@8f0FQND1`g1U=yk0i{J*wOi<<)U-6)KS8(|$gt z``#LIqrVI8O{Vis`X1f1f^=Zv(S9Y*PS^ykl!jEW2Xn7@jJcGxVvbbv%7mi|>;A@+ zmKv#sCcdCPsVtTGQo^$k6_IY&5RweY-&8HOCdhrj8TS*Y86MQ?0|p3VCvemJ>DdKl?a5kJ>H~dc9v|gr9{R8R0XX$b&R^()VP;~|?rqROppNLH zD|pBk^nvl>2Pyb1xKpEK1+R#RHsPJ*cxff0@D;W{3bH*i7gOnx*Z4!7$ivZXxXhgD zw4QUVw7`0-tD^e(>x+x=A8M&yVNHf#T*ea)374*&3S#9&>%$!KhL3sqiY7vgYn!ZJ zk_lsZask}d+Pi)yMSbn-o-;i=WQDClE)mR@39A1$5Tl#5o|pJs*?o8_!Lrjh=KVtY z5I4gyE_QB5Zbj6j3zpwv-Mw*$s#Hmbf^HSwPY&SVrylvAaJK2d zdh>X;w_=iV7=F01Wpy1{4hd>nvV>Tvdo6Y}9OO-#ByLHK>-eF}k=A*2A*oT+7S7w% zVPxNo&0KAI%em6a0T-#1N_8f{9lI$Cs1Rz-eY+(e^D}cvBQ#(GmvjN98!V^ZtQ)sp zCAe9hoRqM5HN&}8#Q>^;(G{z_9+C7ZW%3&Fe5L1vPJ`ucM~GoAfHf;hWB=TJ zB)JNsKd?WG2btOAZGEfj+{+W|xWhlp10d3LmLXLD)@rxAkjzZ9DA;s#8&_ryjk1=0 z9c;Tlq&9NXJ3O_!E^*1orR7ACnIck!Tn?2Fd!QA$u)w^8{O}KtUW`ET5<`0vn`TT6 zAM979D;Irk-MB+jO=j;Q#X((`X4Cb-n{?a5#iRxw-?2u)&AEkqfxc7Yn_``Pj3->K?OX1jHVrK6;zWBT-5<9!Mwl5XJ@4C7K&9;3SEUvoihu5W zsh;^;=jMrh@1;P`%! z6$hnGFd`#3#K~${l;b6^&9xKaK1Cm_{iw*9_FH7?kgKTwIlAJLbi|Fnnh=+LvL66p zkQ6+o;~9NbE}u0Oka7@eISvYSE$Iz*R7fdYH~sMFYXCk@Zc5TdbEZ$&d>UJSA5rBK z<5?KBvESuMe5CWWg<(my4&Zi2cmGYRuR5=umf&45^AdYymw4kM0djL&4tk+-JcZQL zyw=(Lef0~*m7DtGzq=}MRcVxf98^^3FDGQ+9#R+1N(S5mAA8C7M=5NuF;UkH-X3?d z6(H955Tf?ny;7})E0cgou{2kV1uzb|lzJpck+9LwaHn31Dbdu2BZjvoUObaS+tTIiY zq5w@3rk~&sfV{T(TP@<(b2j~C&0L_OMVog)Pq~#J9}RP!K%E9gl8!uV+CLBX6ERbC zB!$_os7sEp--1%W7X!Urwy{>Q|BuP z1;!SCbd}xXk1OGN#47?}lMm?wa82A+tWP<$f8U8#eEXnbCBrHF%%y;|L4#Rn1ykPu!V9=xCT}P_58AT+!SyG&@!Vpa zJ+3`lk@`(HF&Vi~aym+H7woI@0m<@?>ZZwJ9K0*%v1fe1gSBTbL2t943r;*(x;Mx< zA6r}RopVG{QGorUp8AfS;azQLP?Q*`P+mvD@VPx-Rz2 zb{Y~jFn{XZU7WYW`4Z1~n75U9A6q5O{gY;`TW3d$)o)Fjx$pN1j~~}6X0o58pro#- zv!w}$9Zo#MNhw=fIy;=NNUxwjgp;^G97_b)n)2fqy=`**vQ{ zUL`~ma#(`&Y6aV+2w8Sh6FX0xgl*8&#{ppSwd%>ZN?>KfLR-%>Q&aqGI30)Oz{D*a65@3!aPH+Zhi<_6t0-|aE$qWd-~6Tk3H6FU`T z$dkb&=aIslNO{0y9XL1Tk$bRp)8YR7h0aex}^k6OQ&zRV}!-rmjFI`6Js!dS`9CBBp z=Qz3QKJS@MGqs&c4DWuIx^Hh)D#uwD@y0|HGHb-;_wrgYZPb9h;GDEeQeRDd&Kj)+ z`^n0M0jiB_-iS1p7)%9^6)`Y>wxU+ac#D4K{aKy6j1ye|-CyFmbxS&?^gK!H&q~QL(`i}<14B`G%MIIi z9cM8pyNb&VPzJ%5_LZ&9On1qxY~S@vkjV-p3ch@w80GKjNhvL9OnBXGn z8f;kVLZGAAHIXI%9gF*wODw!~$4a7xGiJAadBX@xqqihNziln1l5W`TkoV7WBz3&a z0!j@yp=K$=(LkU?E&PEw<-(nQ_oX-Q93w42F0*$%W~%$VTyKgqjFW6HEp9JH&|aci zz^*I9GmtK9*oZM?x3TceQBYR5Eqk%QDu^EB}!bf;u#M7Fb+wLQqX%BBN}<4QG{V`n47TiWc|r=4Tgq8nZ8l z!9R?V<1zcG9AR4C!wVrCjH530FAICUru8f`0zW8Da&EZ)1WYg!zsIL;=g0jJ2%R^w z(JJ+7z+*p;YZ~9l+_YT`624`7*h`!e+WTI=T8dg9baP=Xd+mj$G?ls9@w(N$NkoOm zUZnrtO4L^Co7G{e%O^fUsBY0uf(u-nGxXc3#V!}kYXVE2iQ)}nTetJHJRfOz+SyqV zdH*%c5ifYR&1x5*9e~=C>2%pPZ+?J957mr~7J(-E=4seY`2RH_RL#&>qZxi`32Xh9`Fw} zfofkCo>VAque@$J*pKx1H`xEy@>*3qs%LmW9sli`GpktYHxuC>vJ(McmeAK>)Bva* zSn<3aAwSKVcfo%8YxfG>{6&W#@29utdc1!s2Ye4h@W|gYmE9NBup}5z+2_jkM zMD?&#vucuMPPXqoe9uqIb@cs(a=Y@!f=tY%jy#O!Q- z^fT6{U1M3@B7{c>Nz{ZVh&yy`j$<_G^O`PjQm~#LOn;t=7hF7&wb#rs3@O|G%BN#3 z`*XK3rc8Lv<6rKF(aU5oPP|yG*b`PaxplUT`tk2^(U&xVH5H{Cfo8=Az-380-XT306>~F=F{r zY&p-Sjp-6}bs^;dL1t<`{U-{Ci11K+MAYvz`P=j+v`#R{;D^!`@>_TqT<;hGp6SwW z20_QK4KuiE`lEBmcL^8@6Gy{;RH>f`amietq*f^AoGCMS>_lDB?9H{ zlJ5A=CY?`)p0D0sGiq362kJE0Alq>TIb7-7w~_nqr1v}`FZczX?B9gGXgL@vsD8?G zyZqH52Isr)@)#cQxk=Tj5F-_w=j@hmT&${LC`oIH02vU2Q|Wy37!o zTIoE~cb~HjUsGIrkC1Fga}NQcw;#iux0Na80=Zm!tKsDBkn{1VD@c^L1{dFktZ}MdOKRiUPvPZ+;KOAdw8IM!n)TY zbYT6&&LKV!lqff0&e1$GulmkGg*_>|ZgG>7FJs8aBu@5$7Yo>(V=SKF^!*fbX zO4!qSzqgC~xcCA1eOGs%HD&+GAS9+hE6jVNPiFydG^FafQ6SiyW5Hw>7E0oCHkLDK zmsiil+BJ#rRLa#jauteNbspbuirK5_=9=fA*MXf7_S^U4%#j^eootMnt8ANl5`N#i zD8XArbmPAS9dWDWcjaG_2ZB$!nT{IDQRS=Hsf|{4e?FC$Te*9YZGIJcJZ8Lhbl>vr zFq$^Ff7d@TCC7Qk0L|eJX1EGA+2lTAOc_Q?3r(ud1?*=W1Nx^O(V+N_)Ih8o#V+yb z5sru9$*|i6Ce7f6@vV$s)q7r{k}^p8C}-~yufelc3$CDmVm~-zu21v;v}#CI)GP#A z)8E9R+r9T^MKX^!g?-uUs!Ns~t$$^(I(PhxbnX`V21P<^$zs)t^f;h{Y3;isa{L0* z1U0$L-<9N=sp*9I5s>MH>YRfsB`ch(8Rz{=(tl!=S3KiZMk*vVITVAFcSBR%%fqe% zlx40umH01;cgU(!pd01lN?1dZ9d=Quht#ujnV8RbQW=A$sxtk2s8GI`%k;D_%i|Q3 zYO-G1FYIEbea$ev>^Rb!aZW4VIwjNByB01`70gQ$(%X`C$CX9=^)LCdq+ZFS;7~NS zuq7u>r`2wL&Z9E82g`3iIVxnts{C;0gZ8%#^w@V*n&r-SP9GxgC$T$bSb9?=!V~si zTvw$z@4UMH-ix2_9xa2=Yqkt)fa)$0GxPImmte!?4}X<0l!)__%y$FpcYNbpo(o28 z8JI$P3l=;4ZzX5kxcYhF6MJ;JDxs?4>7kZp)!D1WtLN}f>?`b?vclk+Z)f#f7t{hwoJ&<`E~7=1(Ru{Y_x%%KD2bT&*j$lnqPoe zZ05Izy{Bv%AGjm?V@tYgm_TN@x?!4Z@6fNse)6UiJ#U?f1OA`+cZA}IiHdpg! zn?dQlz4I~OY9c)M?NUz)>Bg>E{gJwI5hkF=#)%oU3zzAp{ zfu?g_%R}<(MuM8)O?FjuL|DMh!UtEBQ#p^bPq!~axw})BK_=iE4@Q*FHlVJeUlksu#e*K)gBlZOpjQ z8a!R@Z@xDc60jLoZ;`m{#dtZ^($u^6A60KKcm3$&J`tB~i841_BmTCaJH>x$i@(L; zx0+wN4|d|cpgDFC`T_=K(}zspO(q4aj$q1pGI|lEfZndTwturc+eREYZk*StYd(-a9yvio{ZEQG^|iR;S<>rwHfw!s$XrA| ziWTZvMQ}*xO({|H45RHIFyQw~XV43$1S29D`w;MCcHpj^B|pVTYF1dYS^Vp4e`TXL6_{4@$*oKgwx5j6Xn<_`-J} zS*Rxm1;9xn*B&JnPPHsg>mF-L#bj)^$;Tk90+I4$ z_^>kY6n7Z|r6ZYap2}etl$ZDKm6tGJai2w-bZ{nbV!nw1yqI`SdYjZk5<%jkrQiv( z5JZ_kZqulr1=6r`Tmi+8%mKp}GHcZqMF1n@A20GXEtV&C5!2uEhwQo<{}p`jW|$Lj zT8$PGJxwEcM*Y>R=o>u>@G-U}9@~F_g3`B3)wRRBetlA`J!N`%%_dCnHRB_{D12szPQACxhFv4&x2Y=tvrY7GjFc_^BLJkk@!XLvY#}_ zX(X&G@HHgiQRkb-o$~gIy4Rd#?6K(XZR27U>srf)n1+yBU=2TGiCYt;XQo@ilO=I)l{cgX7 zJX3+Ltb{>{d7T%jKjCYKYip3Vrr*EQB1;l=rl zu~s>E1q-C4vHK(D%Z0k(XL1roX6tGlIvAS6T#!_EWf0<3*mbGxx*H=Cen!O?jn)&( zD+gPUWn9i>v{4A$(!>rcr89r8BhT^SO@+^)%JG!WIVqAu{H_OVAFQ#HsXTw=UPN~n zB+7Z&TX2{=nd zTI3by+mhd|ieCSr0S>-Uad}!+vv-Su>seLU@;Fjr7Ja9p4^OMuxCMFY1g?c9_C1>6 z*80X|n96g!^wy+4h&PmY?1^;wdK%1Yng0f62Z8$hHS2-)g$CVPC!m^sS#L|7{>Z(;YU$6Qfm9ZRydG|QG zxI4VP_Ii0!2#iqQZE3{y%9(R_su^t&B+dRd;6$>G*!@=vtVutMasit2zf57gwUTX~$E#PPGOsYY1})1}Km zwd2-8R#mwuo=N-ELyF?h2XFuEDI9`avt;O+xet%LXmOi0=>d^2R$>0NjtAxh2(}ET zg^qwSyW1t*aiM?wGTVC&!ztF{Y>-?qedO&gq;0b6)g)svC@0n@ZM%LZp_u-pX75Y7 zDgCc1=p&q|hfvAL}WYeGPj^B~P= zO3z9SoNZ9{ec$9mFeQotL2mM>4i?uQs)|BOnq~V)?MmZx^cz2r5qMuO_K?zs>RMR z)*OkRRId7T?K0gtMa>~@%Snnqa|*()b4e8#s5=e+Y~M&ODuDP?Xx3wy@DNV)Tdpq< zDo}qJo~bUDNvF5enP=YO_sK)LEnr-vE7<8e5tE#P3)RcALp<;UB&B*URqp9t`G3Bw zirOJx^~vDoLx;sDpDK>1f@3bCahnSKj|*gmK-JS1Nm|62p9{{vJn^pn23;KWzgI>u zd6XXb9SMeeK}}j3{&5#wve064qsy7MAuFvg*p5w0J>vCcGTKQCyga7!bH^Yobt)J% zEzB^ls-VodXq^(PF&6iEtLH%C>AMt-j8hZ_>_uk64bu}59dP@mI=~gS9`BhtS|+R@ z8cha{^|DFrY{7030DtR0g+ak;Utuoh@)Z@@0 zs~xqt1)*O@WnF%wNQ-=~tv^6jh}8{<;zj|;OvTGd^%Jgs$;046M!@Bzyg_m7c~?B| z%UxvrH{9oPJbW?6u_D0w2H|y6J&AVlSps6OS9YPbapk0(;qE5463S^dI09w&@N(a! zYDq}cldM$jTR(k+`GRB;_p9g^D0+}zYWP(R(w4PMWDpbl81?-!3hfLbzNq6Os-1kT zX!5oHnX2T?xNVpN$Sp^L7(Yg|&Hp;POhEAIKc>4iHDxwb))g)|L2VzvE(i9&Y!!meo+w)JL;}LF5`u3CJjPHCk3W zn1Jl>b6jUq9JQP=5VueBiJi7d3OBNov2Bi>XF!bQPwa_4u3W}=Jq%EYZv}cJo6Lau z)(^}8$hWvTKJ{;+l&}eK1w6zyZ;~_^GWl#3J|Dys?2zxKL z3?A>zMn4Y{chcp6F+U(Wd`B^c(*E>~Y5 z78&}*R6O$ZctbH|i**rywWm-b@C*0SQ-58-b>JDysqSU5Hak4O7~fapK!A?fMD<+u zu4WJvK4msL&KazIa=*K&j*?ZEKnJ6#n@`I3ZMFvNV=<_NQSzq)GqVYh@sjGeB4>Lb~E z4r$;B#i=PRr9)<0V`tvC(WL;;<~^Wkq9d9Br36=;1A%G6qCx_m%Fz+^{UYo-SdOHK z^~`+c{TuKn4^sXKx(0hdmL2ztFxV)Exwla#ar?lzyO*s}3yLMAn$@3;apq-V{;rfY zoy;}4wbBQ>^!O{h^z@i%6dY1$thB|!oX3Lja<{iv_A_S0HgefA zsVhYx!jw7iJ#_8KS2*pg)SdA&jE&B<;d#g(U*gm>NWM%@xoDHoBml%^HpPoM`C7J< zILFJzKG5{K{;V(g`qC@ylm7 zdAXz$f#M6boKb6MhzVBJF%v;wQ5MZVsm z#YUzT5>cqbk zr3!;2`I5EoUv^wWfQR>0a^#S4tpxbyb~b-z|G3}mrP7-f_lo9$MIfwo#IYSsDdES6paXQ9&JE(@8SZfj4hEe#(TLk-T@9DwM!PLT4FGy> z7~IG;2=qw*QN82(x*)BK_3VH@(5@KG(N4S#-~TOGU-iE|2W;f6Cr~%oRN|>Y{Z!zz zbjT>vRG#CnpVtCty{Kl*5G#l}tu<`dSdWehOQ$m{>-1KfmP&;M`N1Y!c0uYg3mSGH zWb64LNX>GDI{;ffZ^6jMrL`h>G3Hd`AUcN5-T#87@dL+E{%sn8Iu_2lV6B!o?Q65} zZ9R{gJ_2$D*V8uOdx*L!-X(r@^gbwD02bg3+c$^3=?1pZGoO6>**z?QEZtAfYoZ&M zSG?G3>KKB#==30YkSpk=1T@2mCxbHZGgYlCcQH?nrp>WUamU46(BJSZ>9qO32z%?O zrvLa~97V-KL^`K}pp+tAn*~UB$5f=ddngDfH5$pGl*E`w=a3pH9nw9TjT|hz@6SE= z`_DbU^Sgh%_x^{ob9lq+{ftM!#zSz5jtCk*&BG25ZM7Qmt%n%uvr`z z`tMzvU*{cbzzkY&hX3@u)*J`*s+_W4zs%z|_ zN1GNcv5qHPq6Tg|v$d?e=SJANs6Wns%qp)rIlWNvJjhz%&jC*T=?XTcrM*D8@cF$% zSFpWXz};OyeqFF$!JTgXprbQU&P${tE0o6S7?ndZK=mvK!`9C=Z~l3$Gpzj9;_MdP zjM2%jX$V5=kT1(+&vtSIQ7MO^YiE7&X?9dj(u_@p>ChrDa;HyW)snf%=EjLZrYJci z`rK%P)z?0!%gmCov`ETv^H8AxV7eC0OC1q>*xCs0w4>p(Lw^AjhsC!znh&6vh>yp?U^&^cV2(@4*Ba zR&CB@`So|Da&sPYp&<#|h|8VoJG~U$36L6Tc*r6EnLa6( z!PIxM`6xWrN-(!JF^j`UBkAv#tbKh5_)ym9HZV{3H~B~)9o0j})laNX&gIncT zJrnTjKl^%?OhhjdCwv*ymVO*9jYs+g1s5_yn>N7bh;~FEOlhW7crP+Qci< z_}2xj^zF7$bsN1!hT0j$ToXm>BH1evlS0fIGiI#TJSoQ|4FywAxnYK^Z2LwK2M9Id z;{vyY23SOBpKkgMb+~rNT8Qk5X2Y+--PZH>2Z4r61<3SsA83@pMpwy}c|Figthpw~ zxrLybW!pRVZ3e2NM77=M%(;(0`j?bQ&aTv5^0W-bLsl$Mp~Ads{>)h2H$ioi-$8~F z*s+wjp5;6ZPn8Ye9A3Ud&NtI0I2QVeOssg-j^3CV*USEqceQ9s4Md;~dZUc=&Jl3j zXWBMm4=2S+jE}n5Lb?O5w>J!D+#4Ag*z zJhATtN~SEZ@W>jyP&XjMVqbJWX%uNOT4mel-MzA@bbgnu&>rb8fbR^T z`4l8mVGuP2X2GS-l^NkXeGF?#?YYOxw-}vEWgPTdK6}~mJj=^1(oytb{om92|Bt=L zf08Q>&@Dixm1_q*xeX|fhohk_P~0ofnc{vshzP*>o6{#~Y8V%=j(awQ-nj?7Ci9rl zLFmQLkb~%j2*@eZKPo_|>bVSNP&Grupn%vg~#6f8uleNqxpYoM9C_`GG8Sr${IIk%yolo9Sq)`Gf>BgY01R`Un zXJ4*k?k0pZ#n$_m`be=f#N{y+l&C!D92K%F0Ut70a^(9(oxV)+Ms_3wQvVlM7fb$B zeFMQAq+{0nTzHyGG+{h+F--`Nq_IzA&r}@!^>Nx7j}Msc-;m`l8ow8gl&r7&{!Ioq5c<4GdqV0FYF+iFz{)i^@~OYN6vR@rSLPw*}cae<=>q`+*laQp+AFzG=Ti z4;7{igMLyFa`IFG#)JHt>GUVoqDHOsp17QqS;yz_JQc zBPkKs%7P$ce8g9JC0MeP6}-bp>{g}so7b84mYJVXqiEpIcwHz+(UDi!l`}ko<9^F) z!YEMy95*s&jH&kTfA0oM@hHqMhreJFsghS3G>qF=`?_}`;pFTgDQOTmp;@sM7|VUw zXYKc1?-ba;+2Uy08bad0_e?k02RbHdPW|;$?}BYHRI8_(=37ZFZOI8q4$K4W_SyGC zZ=1~3=~E|qTG|pJBmqbbz``BQx3B1eDpsf4HYgbF;IguSS>YKd)*Vu{A4O8hBfXxK zfBeIo)%mEeD6IDrlMxk83&nH}0=fhcIYT+Tg>B1HzNL1?fBBJow37ANr>h>XPi%gZ z1TlX^uSalIHx36>E{mySX8Qgrn()CwH)PF$v(hh#6Tr|msc||;PgAur5y-%~-XoL( zH8ZUXN=L9{lTyr^sU9oNk!ra}$t*qI#ssw4W$=!OT{e!d;IFwHqOec{?c@iZn<}By zV*Y)EBPQx%pwg!gknEs8Dlezsp+*Gp0o>}@aCQqZn!K)*n#(24BQ*+uA z5z?Eb;JNeg!i0~9>Fv@|9T_F$`Bv3yO~

mZzUu8SmNgI-k9^p508SOyS?xaD z1CBZa!t{ua7TC4fZs3(q)q*hia=~^Vkn7ktIKiNvX~UL_=6Ng1jOLcZ>_RV^g)D}x zi>9|`7n~%0vMF}HcW47uACs#qop$om#cWbSRF7A8%7dC&4>j)l$hbhRH!d|os~sHc ztc}*?4epE&`+-NT^9JVr3?DJAT9q8=xRwrW3e0I)c83 z2uqQs*yanX*8^i#am&|u;;)!6=3SJ&d(3oZMYIW`bNz_ss1{_knkm@2G(W}ZzE;og z3Z$r_!(k(W>W}tS7NzD)5ip5(;RN8_w;0qzY{88H_TXAc-o$BF&EL*vO$K2 zEPj#2bi}erpuS8_TC!AUe)Vd!Hfr*w9MaA5f_43aB8Y??QLN85iesN z%ENoyR>9_LXw%(0H_7{b5{HDAyTuZHiXLac4D-QS7t!2D1KTg^CXL}Sq}#XD5TAXD z+F?>rpd0-_F@reQ3i~@K+IZghfxdZhnS_PcGZF<}=W z*Rs_ogRZiSi7Ygijk%vQ8KUjbi+O0A+5rDav64u`B=-sWzPzVHOq3O{<$}E|7g>XbXZa`)!d{j%&*CbFCY?c~wk< zA2v{vbO8E9i~c247}H0&RagEY>j|-g2^IW>__FrJ^G5PbJ~^A(tu}p z7w8;n%%bk6p4CbQNXn5P-9^x??ae*~6y9NwkK+D$R=2_U)myCr24;buqBeb;fhE-= z{_3};8Cj<9COyr2;LWug3fth#_FQWx#PZaxvUM0Tni?8#8{T3&`23zQrFo6*pE?R+}s(UBeKh8 zjDXlp`j{FmAaFQcqDAm&vt*f7T&HEG8LVh1!|Ul*A8YNGe6d@i1HRmx6T3kiZ)1blljS@FNcUd}evceJYkMOonm2*8Z^O28-`G73PJN!zQv&+LgPXaw^eFsw7Y7DeWL0wHJ zPkybc}?LCbcrm6|cdk#Fx{}$}2^`HRv$lJLsDFs_^i( z0&e6gYyR?gWP$ zv<^(|s%sDKdV`C$p?9>HL(Y#+()oC1-rir(pwpFOOH$(SoyXQ9^%8GgB{usZ?HP#8 z1PMbmbxwecrK%$$)R{P55!>{b@0(<%Sy3Ib7%54b@yFivDZHT($yL$)A8#n;BNe0_ zzG=u))4RgGm|!$9MxH}IQw*j7`lbVNv@66hBen&6HLVhZr3>*PZz`&|uWG-qWbp&;e<+9}&@&d)ea+M%-rh~ZJ2&W*> z(ze25jheVWZEZ}U^Ng&-ziH^f2M0o<+&7=CN8S3s=#|R}yiaH@ ze(+Re&7~Ii{vMZ1WfOIowL6!ZQ%C9Hpg0w^vZ|cU{D)grUU}kx9GDAG_FYhZuH>#H zol7mR{ZPF5;f06d+;&@bRGo~zd5lzg$u=2R9A0Avj&rZwiw-RLc;<`ZA}sC6)K(+~jnJ(m`*62s?0}z=l(ZsSSVh|a8@8ut-FPbh*g!PFsJ{X8MVKUGFOnAs zNxR7(*a&L!9K}miKeU(~$uh`R*@3^n1ANweyVF`y(CcsX$~ZbxLJ{S9IxY*aGCA=` zGK`aS9HcczPUlce&VUZ}#o!WD6S}pFR5^)o;eBRAQ|n~N5=RoGfj2Rg+SOi1x|W#q zIdwLhyharlD{3Ycp6B72%u-QR7K0s)#xbZ-i0a>pFDCBQJ~>}Y=O5tA=V|dS1qE|2 ztTNix7T?Ulbf0|}XWjtsxg!dK-rLtTifz`TN(3d!=}L}%|KP9b-XHy0+HuO|8LA+F zoGoGef#K40$e>_fZHSO4elI&ROxk>VFmt4}e#g*7x zx|A_5d2F@${Tar5dp|wphzpH>$q@m3F zJF$ z`uv+io^8qEdY=g)8M4GPfz`P;nsV}Y#+G2#^a(}{ZgyNo5crLzjvhzPB8L1KsHjVx@vgo8^`Rymu6{?_cBcg8o3mH`W3Npw;vh!f*tG&3 zw@$$ev`XTe4?A|`t%^B7H)kJV`&+3Mw!>@De|%1N_l=r-kyYF*?O;Mo)CGR&ZS&xk zit2G+kFF+?FP={AR`cl3Xl>(@)U%dI36}-^IB)AUEpzr&tBISsmsi%e^~%dDH2Q)t zxmW6F%e+$?P^tZmEl}9FL`!L;YY|{q8tP~Xz5H=dSL5OMpZx~21&MpTK0KxeryvO< zaKtxfpW9`oO0MQM^`EO%_>%gf=JGv=Slv2P&Ue4$JDjkE6U9)JH^D z>`-0}^2|=o@|;nav8rfV!>386ZGDu*OO*Q!-y*+=_D>pTJq{DHndChzddXF0`w+cQ z-sd;?6O>{=p8I|#T0RB1!d{pztZ^d;3r>VfXi6&gT2&-<=&z^F(Z9XD>P{F#+X@Jn zy`ET#fbE(;DdsA9po^i0YPC4ZNTNk+DRLH;1;R=LjT9Vi6*bci>OJl{fNi;I!YgX=VjT_8@TPk|EFBmWnF^Zdgvxir z4X6@5pPP=g8!OZf{V`tzqtp`r%8GVa(+O!K$bm zGt?IimA^{gyj8`1t&@xHxRB~f;BeMZ{&KSWaW38X0)f{xJOo&Y+h~Ao%q5QdE0f}K zYne`9u`D;B3Y6A)VB7P_?8FrpTx6-3Nl0h zN-)F&RseJ$^8!-o z7`lRoh7f$Um_-o|X&;?{m-hW^&XcbSl2C+fVb)%dBw`~)DJfeRrI?UGaPTIiVr4@T zzpXsJ@Rq3L??IA+yPj8{6yGIyf=Gbyd8Ap|4*!F~sTYyXQi9#q+S;!G59heDv`=BU zjWM24&8~}=F2VM>vy6hd(^x_6lM{tzS26g9=NTbJ!C~21PyN_va36Jnae;vw2I#1N zR>mNj^5CY>3JiG-Gf_I#(s3yES?fwJ$RjK0F2L?LL~9Gy5EXcHDmw`_6`U zpl{Y~ndLb%!C0tE)$n2mWeYpXG;>25f0}k!zzmEjmH+35ZU(W|1K&|KgSgTaPaYg; z?5c=?H#K`sl+I6g-6r)0F0v~`?{N0x_CIsqQ4G~eh8Y}a?OrGl4qtiF7C(Lp>M(nD zGU9A#b3`qHN9}@g9nu;a$O!c@KKaE5mA??h7Yno5h#CyU*za>u&;Z3q*))uI0r zhDPop&`8S;Zp-;2EVShX`EwBM4`aVf-G;`WO|@q_Mt?pgjh$X>=^EPYRmuZ}!%E{v zS6iP$qzKsw6m}`3lJMY2%R6$-@jed*%vL!I@k?rf>}MH`;$v%o%rth&{Ky%Ei6rJ< zw;OJH|HARz$x;ozo%0;J+xn}mT7UZR$_bRARG@DV$JONeh7?S5*zgcO^KX;4NT-Cb zqLBA~`zF<0@|l0*>722k0@#wo%xYlla(~7xf`N>PG54lF&(2F~OY^JmMidZdBzOhA2C$VD=(=W63 zH~`;}2~_lQ)ZmP6!DvV`AbjPlD&lM8JZ|1ejmdNPRjVyCVE%$Pw(Zfryzlo-oP1Z}tG3D9YNtpE}DDAn?pt#32tp!2z+Re9=Yq8og zeuKUBH^M&7e|aF62?Jy=J)0J~>4POALP&wyUYh<3G!=|UYQ{646MpKXs66ub)PtZu z`j7F>vlj-;My788*W7^+uF<>iufHP6+lWIS=k9;5v;pg!NnDR z5g0Yjy+oIi+qQfShzI~C+iUXwQ8xLvx?+&Nxc#*PxfF;OrH@D(+X{WXA7Z<38FXiR z;yjgON3vX%nbpMHi)XqeMM_XsDJ(~RL zFVm80UebEP+>K<)gK5Cm%a6gd%Jr*;!v@v%&}2LM8d$-UuqPvYbjF*W>&clJAz!%} zMa7N=#zQKhoocS1&{diRZ%bTiNB2>d)I2wZ)On@(XKEb7IKon#ButYL z=t~(ElhEu~o-l)Cggz{RL>IT9TE|j*6Fk=HEL10 zX9Ntm@)^X_*A|MJrJf(}#v3?~yusz|tuzP4F+9;Rv@H%RT;bM-y8$okYD?PR=f3>K zsLKGx7)Ele#nJ6lu5c6=8qZtEsu_2|h}{J&plHK3Liu*DjNutfH}DBSr{A7juO%@B zp0sLx0pHcSXm=XzUAU>|U;C@;uTiqsv%qk9vSRQRBb^md(E=^Uxij8?p~87=w^Tsw z*WJ`VdyY@ncMIiV$ts7QgA*Aw1O*LP&g$RMH(zdmD9!d}MSq95OJ>KVC;LEBb4SNT z^1C^U@ZRv;oPyHKe^d|Y$qNC4bz|!F+Zj&3#1MxAyl!`-F2uQSC#mW>*$(=sB{ft{9heN(V2SHns6u=N$3n|>F#!YTg$bW+BZp?j(&~QNY&`T zZaMH=qs^J(vRBoJ>(J?poDC5(Lh>A>-CevTrqjuiT(?gu9s#pBPz(g0$2BzFrO#Q& zw#^=`SqFIA6%}7L8@cdmTxjmET#C1Lu9$UPSj1*b3|Ey7-rhRNaLINQ9zQ+`eR%(i z$3dkV6;qA@tR97iET%z!HKQWMGebU`9;4EWEx`j44=jb3_xb4XpjCzKq8pJZ_6LvC zYq+CJ!Frby@C;6P1(K3%p;kL+6tQg^tkoavZ{J8^MB`JWAp#ebgJpBQZRE3=>|o zFQli0FrvpdoVV5g%d(!!ZH@coBbD~PepzyZ#b+FLS=X!q$GtMF~zFN5Bmya znP%Ai)zJBFX`-9X|2Y*LGa|KV4&*xfpZV4g1|YqcB|kIS8XJwuXPo8eZ76)4u=In| zoF=*jJS+oDsUuFVL~J`Mty~a{M|4KrPwLw!N(1~YQ1m2qxaKH-Ixolf#cr|~K%$Ip zi5UA~@t3PBJkYhUdw8a&{w1QxqpeYx!{{bxvpCAtZ&9aKVAGT3IX zN%rq^x4}?aasmm)o_?MLHwnPbKqBLye{F9;R&anKeBE1T#po;x>To9T|D?jhI z_@Tz&1OVdxaBs5Z$_DJdv9E<)L;Qz2&d=+Xp1a9p#{&W?jMzV{ZYBPBe{cotBj7=p`f#yFp!3Y zJZ!yWbswn+hLYpO2H!Y7u(j5!s@b~|V9<#OLg+MdkK=9U*ewHkKrp}JREu!^tXsE& z1!6oaV;-wxrMGo45IG<6UZi{=UW3uDV}K{CX6K04tN2n!1hLLiGuYv4p6@*+#O@Zk9?u&7mqfF3~u-l4&&-E3^J8g0=!TmE|AU$RLZY!xcaX<#YD^Odo>-2C8wb!{lC1MDilep?XH})`hv#dbYx-N9~6W_yaIubCPN9+aXQ=C+7{v z!5v;2lNje2Vymo&U~`7zby*=lEEgq3R~APU9js9a@M-N5xFc5mi^Z4gsl9%Lp-Vsr zi+V_`xLD9krppzD=fJA1f7U6cw}bCx;Po%~yMRf8987$(;5rnMBuz8&J-OtLiop@a zNhT!8rKj8?sK6zN6@PI9 zdgo}9b63T<10x^Q4jN=)8Pknj9xN9>dHTGTZH1$G>&RnS8oLGTWvBSKl|xaae~Qv>rIxZ9P8{uH^Ys*CiE4c67ErXqVK7DF|X`gf*8Q z=aG+k+1kj5S$GTiTHjms_SRN8;jx@~>lM4dwwY^wAbIh{m}ee}rb%7#)xR>m4xh^A zP@zPttc3G*84$_0G`!dqrVBHWJOV=RV>>=v))J1w%5F%gRNEP<+>pYp>v=D8W6=FB`Vcj-hh6#%`tftcq{^>)>>M^C>VE;DRYgMIluZNC*(V98qvOBjOw z`{fqD^CR(~mb`OahB{BxDaH?05dJ!*AoeP)GjtEwzcj<^Rx1r+c&=Dw z&(bwcvX-9fUoWm7Bh6a3xS}*u+6lJH^Iw)51>LQFnD+3tGRAaY`aq1U-sHZBi}uSo zkn@gLLWW`$noCzp-kw>&J*V^%o3vh&QxX*(FVE!^@kTTHWbMtx1qS$_Xn}s>dyw)d z6XyDuxQ9@T@G zmeZ&m2Fv+1OiXA!o!~NDdgruv=9_gBAdv`;FEvPY^cI{bXJ(9g{rGWedxQ7upA`e! zq_v~sLK(gvbKMJR)KNqgCqGd^i$v*76BbmThs>&B_!vPV(?crf39Nbh8vCoh1{)rH zr*2&|4FV-mDpA}OT#}DlTsf5Zl<-UJfodchrwQBz7vNou+e{ZoWHN?cRr+X znU-wdF=ERvlUIvIQr+EErQ_61?F-ZkILW2{_Kzx{x`}O(xXS1Lc zaN92xY{seUl%Oiml`bpg?pDnzIs&uhA6n;#{1OB0V0CvUg={H_p=0zXC{5;)(I-vB zgQK(oL4RaQhuzfb!=pj@iQPXr^B;{^SKSqDZV|+^%|eXJMPwiWIK<~t~_kMK*>NA=3qLQRpSj*zI^Sv(N#`^|vFN+qZ_-h*q zVg|<=4hzaU4I2GgRI!+YG6k(JJ%_-&TKEpGekn7N#x##B;%`jchzd_oM=f7<(F@)2 z>?&Lhp-;A^!X2rxR6rWi~a&YDz*K_H-=Rx)R^vC5Ej8%B=3Qe_Xr6A{*zm;K0 zV^Q0&5=`&CyZT;v!$39Gg6!Be`S<7NMtOd+hK4$`zQ^SZZ6TXivoj$bf+O<6Z|jQp zj~4Y`A3e-TU;IMXM}me26onVqC@M&!gmBJ{B6A%l0|AKeq<7`}eIvi*EHSx$L0H$b z0q<$^I*CrZ+BYa5I5k^fB_YYQW9^5xp{_H0OJH(3ud+7LKHvCVteRX!t0FaT(uSav zn$QY4ry74sVj4Y}(E5b91^+;T_@Qy}gfG|Ut27QxW_)ReGmAzghF`>#XejX`qB@jf zrF6}BTG0+6)4v8!(#iSNouek2Y2SWS{z`VUH4tv5gjbvy@zeCNp0%6;9!#jE!6?WQ z3;sQe=D=FT-^c$I$nE8p&!euXIvj%5CNHU{qR21#k`1|Zp+F{blZL&)kF7o*2flgm z+x^bqN5tFPHS;VvO3Yg#g|0bop7)+`j~}Yjrfwl;ZJHUDSUwxIx7>?R?`0aK;-(Fd z$ew((`5v$7qE6;$sUCsxY&bF z!T7^9?k2;?=nw~h)!oGR%Pc$5s@y{bb(N5WpI=#lAzgo1@ShuedU3n{kN+RXq||&n zRjHwKRq=O)B|hK|oN^c82ue4j&JVV37kb^nc~MF00L4lMlw$UM2nND*d;7%bS1+AKUZ&jTm=mCzSK;rKb4F?6nNx~L+Bn04+^q^_cdJsf=Bn;?w+oTb zAMzBY1K(CS$I}<_Jz_z17lLIchbg!5G}$g$yTBoy?60dD)O3$o@x-H6_S-Vyp&-_# z=SzXvGgX;2QIZf0+gSpdi3eW}ZUJyDKo)ROfqw-ONm999Qr=wjmA92R@?tjWAJv5f zWyAusGz2()53O7W;FSM;J(AM(4-==_deq{~ZN~`QrJ^jx zsC2*YyR{TCjx72Xi*t0l%BwiqAsbXc(p(?*f=dMSwWE_nvN%`2H{>)f3F_G9&$OW* zr+xr(!5zOxSj?EXDX`@7&)1V5k?P)^)e5?4S~B4qO(a0C zGU{6Ej~tEfAGk-BzolZ|{IEsL7h705F=fVcxwh>`vJZA4xTpL)pVv4d)wF{@H#5=r zSp9vrnnBcC0{!lTfAAUgQ`T;YINzc<44Ud&Z`6dSPKxGcA;W=`}PZJcB7b~@eyG-dPN@?Z(Gr8tW3KPsM~K6m(y z&jtZbWVVfr9QfLm1mB=J_lckT108Cy3kbeSuYXk0iQ*RpyL((Rlk#A}g5@J5j&i?- z*4fPrg}IT0gb!Cd;d)Tr!ZTY^|_Lh-{y*xAev_O)=W5SVU`r}?EJ6^^nRwAp;x}K8= z*NOTmFn`bTAjgXY^B!00{NgyOTT=B9v42!rZOyZpTT@XENU31wQxI)7{t}bq;&EU| z`Y|fB+Ez`GmQ_d;2$T-U*xh-|hK_U@o|IU&yok3_rY-YuxScwa`XEwbW)mh=lk^9$ zT(yr{d@IxG`)+v#ERg;F*y+g5HN*>xT~6p~G+He68*{XVj1qK(CZ`|NZ?Q}t`QXbk8xC^4CBl}WpVfrqQd06kA~g53 z2$QL^Bmv~PWeMgol`)6QvTSCY*_;}+y-%{aSbNBQAywHNZ<_e(y+>ruW>mXB&X}v1{$bhrTkJG4$hX}7-J|(QCbd25 zE!`@_{RklpHCM=W9B5kk#D22L6ZwzIK|JSOTjtwZp0(!-c!{IaFmXEBH58wDS&$N) z=eF7DbdXV$;VZ*Ikm;GwR?$R=N6zQtCo<-?TGIw|J1~a@Kd2#2qFtF+Zze^7HK;7W z5FOdVtKwiFVvtf1OIVROIgN!~+k^>(PdNI`xG5MmaV$f3JSHgb8%z#*uy2WlEml*2 z7L7eGjjg>Rt(le-2YH46Bvq2H(&)B`MLH`6{3>6t{E8C9)3xtc{ucVT|hPqn3>Ko$&;`DC`16LYrp7j{2-+yVx1-`2X`-w1OW=Rop4y(u!+ zjL{WjQN)wj6R+HPG}k4|zEC@ERR`aH;<{#8Ag^qdp!)a)t(?(VldR8gk&X8pmV9R^ zk>B)wqr?c~#JfR)9tcBHTuOZ^P=OrqFrPA|6LHoaG$|L=gp7j7WFHjBBEt z)s}J^9hXZbE_Y@6D3<4j5lfSPsR!&q3xYCNTqDo1?anS5Qa~68E%*7;moI&(Utu`k zzxPn+QVi7Je&K+(ZC0k&ENPZhR3YdqO++b)APGH`XF|DpES3HsS?8IB9thF1qTcEB@Cn5);F$TR(c1E&r5M3-6E`hRoMTmouyv!y(MI58 z?BD#0u|YkI zHmwQw=`x99enX@Anr1tLbeM?OaZD_by5>Fm5LMKvB3Pw1NqsYF&GuQ8bg8K%(tT;yaQ=KkDQbDVBcX0b(cpKU z43jW_9`!CX96`SelO;);ynbG6_92ZP5ZgS0G%3V-Q!Wi4_D4m* zZjkgFfXP)YkYEy9_DR{B#a8`1Antq16t3vAGwFHW^t`G1gX%^L9Dwu$8Vwk=5wAA{ zJ$5|+2THd0J~@??4b)lhZG^qkymHxTb{5(6Lc-g1iD$CF%KmBD<>-fUMjx|mz8pV~ zu;_2WHan{-Xyp`eG-hxIq&_pYk{Qfh|Hk6E#j@~r#F_j2tm5Dsd766EGbG9QMv1v! zr9QKy@Y?sRJ`vc)5z{XEdf^BRWG{LqcMri9yp49>^E5Urn@9lnJ?OTMs#a}yi4Vci zx<)`NIv1kv$6-4I`kuSqy)$NU<{B;WOYQONw=(mqj^u%1IU#Xh$lPFBPAfREweEbd@n9gr)7amJ` z70=rg#<#yg&3To`ViP$ErwVj zwByC$yfJ|l!lukHR(m53fWrG|@iD#zU`|A^%02-SaCUa_x)5$c=$2zj#KhJeX4afFr!7| zkyZvxkuuX&!DQfSkT}?bN=Y^$2N4?t z5ob?16ZS7&P&-ckM}g9sHGC1+jB}tWFp$ zx2Mp&ULDcSjR+=whd(R`{WwXRLoylw-y7en-kz*)%3e=DuLKS0?fH=$QhxUUp%+_A zZsItcP6YXni9zywp#^Taa<$uGv;pf&Fm!6qn0`(lR=~Bf`JB_x`T}>#Hslw7JBXk` z3LzJ`p*Kt)nYe|l`4=K4gX#l`DGgdAh9LihSXPO~^+Rh`8?r@Pm%@76H<2 z|4WQxrPQe!WpnvS@Ii3tWQ^I=cKcF^VVbabkV3AX4*+VK<{Qd7$Ij>Zi_UO0R|yNn z1*dpu1P2o(|4YMp668UYIH`7YT+HTnV&MBeQyz6*riSQ=n%u_h3=ppc0eKonpLa-t zOLO4)^(XRuJ;@rrK;E|KDvTB75;ei`YOWUVLRJ2GX@BTsV@>=U(x{)Z8YD;ritl9@ zJxTaLL|&2UG`5-*XFQJ(nc*3cpdg{|{b&~95fnCi{PaeENYeM2j&BCe$PszEA8e#; zs5U+&H8rxo;j(alA7&6j-lEU4KDbTzwFt+0QvcaG_vT&1Q zSjj%kbk)a7=uIv3+^!uGk7B?p@3Qc|O|dqPRKLh_v|dL?ALO3lRGT&8!^@Qm<7?Pl z8{B0NlsZX2azWvhHAmA<(`dy4=u$#VSAq1tJ96Hxm1XW97f@U7P|0m5GhagHX}0nO zma>!*1(!&Y9u_^^KjWKaUEB-`R zdg~9~tv$a%n!%;zIGSCtLPFB3SjB#!J`63O1xYfmtB%e56QAgJ6U&OaNGK+nJD9=> z{0lc~mV1`?7(9M)u6o~dCp)el-fR)I?>G@$KU%sh^x|mm4Qw{`Tn#pnBguXhzN6>h z@wCiux?I!vrq6&CAw-qk5WxwH#B!a6gnPp7R418^uQ%7*^TkVj{j(tI!_N;so;E8y zF|hdCZ60uL)Ppt7tbU;&bqta3(8vB*t!k`CE@gsb5C2d*D0yO(Bt{fPZo|{o6(ZgL zIK*WrW|v@2WiEf-&>HzZ?rrSVEV8_1`LozZ{RpE8Ye_jcXu{f&;%v%2pd3wa*G!f3 z+d55Owz$dN>LWY$J9MFnRmvRn%)31fMXe0BkId0me~vLpprLwpUA^t!z7(Zc>C|V1 zQ;%hwdoHa_Wj-1R6#3;X7FvEPDLY=pi_6P6sWb%e@4!u)k8jrrgf zT>7_7*~dRUMI$%5Ho&8g-r9Dm^iOq>b9W;2s&hdod71v zSzhDH#zJ2*U4|q?mcrHPcf@kdqjW8M?jP0pxX(4qX#=~jrQWx0$rOt!bj>ULDG>{o zX#BpN=0kJpDQd7Y8+D*{i=^E+dd~n*syw0yy^UO%Zw%&GzLn|g(wOgO0#~*aJ7#*S z?w+tQ?HbGP7&5QS;W_r+aJMM>y+4DKgV?^ga9pJW{w|AlEgP||W>+FmKUKoo}3v3E2;s#SU!pzY`yUW zeSp!6u~q18hB-`Lc@&5p0???jjf3Btp1G4P0*>szdN^HbD!N4vJf@BY+$-&tmtTxn ze?3r<&lve$@2}IWIxZkLFx!>Xe!YD!>Q4)BW=Vo$=Soa#PKMJ$v6sU(JiSfi=2YRSVKO0G>aK;UJ zDRyps!w`cpw39nK^kaq+5ls%*77w8*D8KRWc+)K2l$Ux5(A z1V;(J`=3?M|LaZ*j|@4`7Jp2PQo~Ca&wPBBKG- z|M+qL-*=;tg`eKbf2SNOP<`?vLQ!)R)3d_nz!Muh=k%kD*P6Vw$zTN~8KwdmQzHfQ zR8{Hxh4k~6i;tPxm(?Cl`k8f7_gf-9qh1V4Y?pc)%&m*KA6`ETTtdepo0KmOI!YzU zzqt}q!=(|h5E114&NX?8T-`qjrL_14%2^<|ZCd{cYbW@+k3&~f0);ZKghB)yQf=j*6FkD~hHauKfQ zwL)bJkG70YN;Q^^oo2jj2fBCseys5%Z;G(X4qk8M8ILM{k@t}6sJ7s;{PDUTpie~+!I&`|Jc_)5d zV+JRyMlW+$iQ3xP_ zz0iI*q`T~3 zLfQ<-wYwxmcTl$L;sCd3A{byr>Vvck;7ibgktd^7o>K`>1fGv4lVvA$nDiGXz1mVK z*;t8vOn7A5bxeQ|B?x)iCi0D6kfsw0G?$tXcQK;l=Yns9FJVV#xcV3DNJX7-><)#3xfyjEN#hGaTzrs7OMcseW)4y2Iip1 znX7o_3Aiv^_57mJr@;alz3}xcmYm>+T~7jssAR1U@^93mQ{-$Jm$(%GZ`Q!mE1`9a zIP_8{4{Z?wNfjId%-unRFGVD2Lglh!Y2gh|a7IO&D)vSbGX|nczWR?UqG&WOB={dy zJn(uvCj7?1F&;tk_)g?OrI1iiaVx~14%&xWf?EEaCD;7r3$?e7^STw;zgWx_F!sm1 zX!^bM4|zzXqcOUlSfoxa5+^HbM_iCPU#SZEiajiJ%z&Syj7rUOW)Px!)@$lxSL%|* zo!E?J7UO~)x1eD;;sBRvwC!g%R*F6-iOzii|2_8on$@gs^wbghS`TydTlXIt6r^fL zldlY9qzbb1&KPlK7b376V&AMqp@)1_aRyQ&`@UT2NmL#HJY5EYVip)B!XE_T7^Qe+ zq|Xm6TQuVGbQxN<3`z87f2?9p2rR}N>b-E*%ElEKu-+0Vjl7g+`)%Ewv*_}zY4SP98^rh*OZI?y z0|vex9G~AAuX1o6ctTkb)6s^)r{!X!+;0G4#3UZHtLDz~d!}(vbb_dnEfu<0@giVy za16!5ViT0&Fqkk0GVx36tdVue=0YRbs}KUQ?eTy(O%*#BRrVW`g~$$aUja?)=})d# zH`V62^3ADG{XA>8%KBfFomW&7ec0`>qJZ+Eg7k&yS{UC&c#{lTmUNzn9NKv|IG6|d;d0W(v*`n z%Gpu>G>v`#>^D&7IhkyAK&d=l;-KYb$Yuvrutcu&yZP7;8Ld)hBieGEyh(dKCw^ne9={^?b2Q1hiQTX}FC*PCxBEI28cRp+68 z8FB+=37~NCKx{Di@63D<(Yy+u6T6f-a*kBmu6q57`e~GRVfgSF7;sQX!&qnorA*U- z(fkv#=I}MXl0+Z5@Tl{MAEFyK9)S-ha1BCVk(pgC>6z0yrZ%ZjU+{;;+um6mOv0Y$ zF`Na48V^fKSYL#m>(V%@2r{hm8#^xk5Q;ip)jxaRI-153vwqB9#r?X>_1#3S#(fpe z#|J|`yOj{z1@78F#GAb6Cgw8F`o2oImbwuN3M7Kd29O89l$@AhNex7GUdrkf^=TX?33g)Hb&a8NY zWt-A@?fQw8T3++B(w3s_m{p{aPIe({wW);^ z>3j~AGoU(s6t0?KGGh;Upm?`@W?Szra-W^sdC<|;lj(&>gA_S}VgM7dvs((PLtr2eDU4ng>xE{G!ZrquC5>THsfT6pdj(km4J>%#v?dQRK zlwgvSyx3VrzXpw9&3;};(An=Zc3UhNp9^3A;+{!sTAtGrKO|T16ez2dI^WBJtXDv1 zX#c?4LolD#6V5vQc$5Z}r=*)*cr!L2md8LxJdYtv8ISs>**Wg6Iw%Zjhba$a@eu#{ ziwBjZ`Pfc1X3%47B(E6_BGVUYiWc#>7VG{3U2TQnM-9y1gx<&D)-s};KA$Gr6vm-~ zCw*D~pe(a~jqo0p(}yjgbgsaf*hwUdHC9m66neqECZW6f&!tkrl0 z!!0O=Vp#SE2jNm<@`ZojEGNZ&XP*E3o&|C)Nwe`MO_*YpbcCy^q^{-re`)x@eWKP{ zp-R6MR0fnC?!!UK9SBCPQLUDuOjm#pzxs)$HvPR^cf)TuHoGYo^B!1!jCXFDlDUHU zX0i+<9vK|RI-Z!VaUfVvg@Fz55<>pqFP|!cjEqR=C;mv6%=S4djr7x##O0tCEKil0z7KhBZ;xb=?5%6Aw?&uR1=ajM>SqC@_9ewG z4s>+B?!NDe@TE&GrG)6^%UMfvHzsu3bYFZ?yYa4ly%h9FX$|cIae_=mYg1Fe*EeZg zqxta_^`HD1KZBvgJzNRl^pAH$e?u0N7b=%2EO;@P0)aJm;TClGa(#^YNtyT{|3?4V zDN`tRYC{$EzB+j$Jk{VW=^?3xoVOTh*aacGT{s`-^E~v)xfsKVgfGwO+%`2mp7}ju z)bvmq&ZJW|%pOvZd45hKIG@|_(YgFWj_-gI()B!|@D`o_Eyr7~0K{-ULeuck^4oKd zwjX^RIv2;FY^a+6cp|$mU0jYEI;V5#o?`IVOD1a>rBF5$`*4LUBZg&W`UfyGhYo8t zshE7cD1=EFphZz-}QWsBQq#?LP~ z{{ENlMP4T$&YH#k4d`mn=9iY1RGbeU@XI7Ud;^;~0V#Jjeg6O}(p}%2p$wLx7|Gc| zc}wGQ@j@B*8V>}7I0PJXMN7l-DdnSa%dKi8Ljou*JiJi)mBr_0ZvonE&~bmLZ`?!f z`@eTb+8SF*^U}xS3mu8xGzMM#aM;x|HETOH_5^GvOL+Oihw=$rr)Gnpy-1&KO~?TH z33~A-`Wk#mgbZ;+s`0uEc}1r`TJMDetzp~@lt{76+uL>FxJX( zhC^|4%=ExLn9D$M!$V8vdneoR9ZrOcndBhGerluD*W;)njp*BEuzFO!9nLJ~_b&0X z*0z-`Ga3Gq++q=}KeFQ`D>{?JreGh}qDVSlA)}Ug%AYrSIQ&^I&r9@c<>*^L3W2>) z9zJ>|0bEint-83b_cJZAujj3P(AU5jXih-W^)h5JbKwf?ni``8*%WKk zilEun-CXa%U@QOY{jpB(>=mY9i_6-^*I;5neoJW|TlIM79z33qy|zHybrnFLUXdM} zf%QUeR4fwt@eg7$Le|fe3^A*AsF2$chi%tc69)B0cW}0J@2B`NE206@qb$_j{B5hy zTMe#eB!SyqkY6D{e*3UIlTWk`m71Lpy%Du>{aTyx-e~F+l}KAigdaNyMyH~E<{BBI1|rlm76G$ zO8ga*h^)MDzBd1{cCM}a`yfl(iR)V=up|KFTuju(k7{Qcuy3~?EaOY->a!UzywcsI zl_S~)@@uQrnIPE!P$e@S>4r<|i~838H8T5L`{7-lwO`EsD#5aoSxjUPikvGq$VwIQ4whby2bt3b+=iVF3K}3n${_)Rb%8WqGMY=H z_^0L_XIy`r6YOrQP`72Dd#>b!n8l=Lv+EO02W=d&gaigRj}}ZZyC}e&{@b>4G z8kZLbW+_E?I1l)69ECHhjpU5 zsaGa`+`WbCm-g-$vLnBvv?vHP1+0)5$%jaF{Q7UTgT7+hE63dF-(S(tRF8%No5@Yf zS3XaMy4Y>y0?R-8pZQ0^Twux!$M;ud7LlrUi$Qfn%cPOqSb~x`{gY7@sgL!kgkn&q z#u_C4P2w!2cdqmkqSL|LxGyeOIkWBd$FeC<0VR1a~T3C@@ zXvvlC&4LR+>!#d79(IQa+053(s%|HYs|0#FOADv%-h8<9V*O~-{5G%3ZTTvUztp!x zl-Bdrsx5W@;qNn5M%D3C8%ZAbaxwyTy);?HI8%p-N(tnCAJJtkE+1k#Lf^xjqRrg% zLYnZKRIzCc_Uzr+U&Ow!mk39^H2Sk_Qm<0K*}`;GafzbSBUd9P68u}$qbyh4=x<`q z-`0Jv^fDCEH#lM7tkcT6Mt(o*YrkK}`lqBTbC!DLpn>(O3Oi%Mj+=l<^52YLR~jn? z+J$ywo_00BLq6o}3;c`wm`V0Kn^#Ea3&OAhmEW&MMGq`e~9q zoNacIs$@2(Fw-!)ZHWRC#<86U&aKSV*|-tA0cWn}pF5Cq7Ief>0`g1e3*%B@@hkx! z9CA~CSC9LC(e)hY9VVAJSZ%GV;M;#*q%P^Td!J=R?H9_70AajTV`{{|bZ+9I%XwWn zT)I(P>=e--Q<4v7eu|LeJ}}JioZQ?$(COBaqUl#r$p+apYs)!Rn7Qx=+O&ca3mv$mB$|lLYz7+Jn&*}38?s7Al z)q`!?t#F%YzTKkdh_kT>!#H9l0YbJ7$X`8sLIsdJ437yDqYwhVHMD_jcoe`L4GcQn zFnMjd)O^q}+LCaNFftT(vUzxdZcl_MSpr5{TQvEYY;@Yf>=Ftm#krD;;kEpbE?Yie z&6yaImuDP2TUdHT-gWB)qTKH9Qf%NN|JggIa_6Xpys#ts=W+ki-QKpnlgCpo1%dsy zt>-Z1X`o+j+ZO7DJ1jg3oP_n~E>ZJ2Xb;vkNgrIvr5y-N>{HDCuR-rDim(-~EdyYu zMIHlBqr0`Enz47mFfOl+vI(hm9Gs^@JEAeM#(?Vps9F*5$P2jsVtVSG5a2n<#v~?S z%PX=#*Qf1tNcKMP<0RRZ8>V6b_zV$|n=~xh7`_CvSdRrBV;ZT#;Wn{Tx$D$?c2MY1 z{+W*ILJ-Y=DFWB^EiC+7IG{i+yiY!I)4zyQ+$6#yL1v&D*Cx0d26*v+?}#?ab_ZlB z+!8o4L?n*7kN-*ut)YV#JixW&0oe79shT-pk7>um0;Lb|c_fn^BGr{<3t^HcKL>1h z5C1#Qc3G7BB)*-gJ;A*T6cK}w#2B~o}^klQ>JcJx@8vbXmpTodYB^O8^{yPH0 z9ZP1H!Pg1P^U^8i*p0@Y`%5-nbLIJ&y5W?QM4k$?nk_%@N*!Q9fI9^(Pc}tHg5{j0(L6skuIRm z`#5xMTBk4|e(}I|-muhm6_ZvI`l27OekXCq$L>j(F19=jy14tK+uveh`R@5#-w?zE z%AcH5RG*KZ-%&^#yj~1d_A%uHY zouEsyS~!So?Pr@})hI<|Jmi%PCyz9SQ>E%zjdoyRL9+cilYl?%k=YcQnIi2+fVS5J zc?}$>f{C`3XEL{?Bvzsx1qqmSfNJ-DgV-rRs9W$i@`NI!c8ER!=i^qfyn*C`2PS0O zW7}89UK%{?tZ2pBCJY`aY%aMf7#a-d(Yk!TcjxOBUyLfb( zN#+$c?RsKsS1OZGRfQkWfo%_wB zp{KMgK2Sb*9JGEHm36_pw5wtv1F!J0&hUqc(8*Q!bbuO2mLPm+@228s(o@HizgB(Z5xN>^^ z{D=)tgK+&B-9}>&Y}nSD?E|VEM%=xPkEEZm9jat z=FBG8sRrAD@1ui1i-E{KI2CX`oftm0mjZeU}xFH<7%JtmWCk9SE$36Ga8zdV?I zI7?p`V0(v}8YaE0#o;9;o{`n~{0dTtL!_U!I(d9BE0F2;jM7e)C1_$mm&zThf^dZE z$yeGtly9XzRHi>9L2^R+i+1xFiuPMUwk0f`zF^~~dGklV{-FUF2&w1~Wis^9_ z!~t~CEvdBaV`I>nmapi#^Ot2I$#n*>QqId%9lRegO<^r(h}{+BKy*gjRc+-gapVpvNaLIQuE zG6ld1ikb%Ynt+b^UpiJ4eNf&aJl181Vv=vWahlTd&#<*-L(q}&aCD+2 zw!t{H;2!hG#muocjKokQMipT7#l=j@i7_LKxQCj9XA+KPdR+fH#y*+Pr5MG^*{;*) zb=Sjdx^dm}?&bE(X9^topB3YbJh_$go=2YLPS}=np^9391fe+r2Gs&$2X~fQSZI17z*5ZR zaiah#JKo&g@h<5vYEHBZb~Ws&MT!IQ_Fu(Tg*$Z&P_ zo+33beU7Okx8;KW@D*iZp zuMOQpR1IDJA(&{Gx%TY!t=&h^cZBtivR9pJt^TB#5~}YGJfv^H%{L==><-H_!^@KU zhhIl&Q0Q23dAx^qtU=zLuloXBeW11b3ECQJp*|xh1ak-BM^mY42tRJyr`;dNE#t|x zHBUOw{7!c4Jhr@5!ry4$)Xl7OWN?w9OB`02N%x};btKQ4_0xbL+UqqgRsA2mzS#c= zIg6R9o)8#yme#EM$QQ*`7_87Ma-)j$h46)NYh0`4M|j$j0T<@Y?Y>0ohdmHr?zxTi z{1H^_(lFQJi{#z5;|OxZeMr4o7HCw)R!;38iiS|Hg-FDoY0R+H6$cMMg3`pISoi#%DO4? zWRTSI_1CWNRR*&$*Fagq-{i%S8MP(p>8f0jp^c=IBo(q{lm%V{AVG$d%1-`SE9@b} z-n3pcQ^yBvIukmz`X}Tzt@Zl%%ufRViF1TmDDBRpCfen-#;T+?ju4(kRu4SP?f55r zB5Z0U45Px_UNJLU0z~a-!Z5Nx4D?1jFcJ%jFumLK$EfIn!W{w``^Wq&D08Uq!)n9* zoojkbM7W1LY}`e8csOCV?Gb1o(NJa_8?c}CUswTWhJ=+x#KcYtezqk8AlNXX? z0SWvAZtC{9D)8&oE|WH<&E=KA@9#52rx3@YHrZ8+f4Kc}>5tJ2?ElO`KCET#v}pD> ze52*SzTA)mnC#OlK!fz|ck{seC$Lv|1I6Nd0;ju%LnKy)KT))Md(0kJxnB2Q&j=Ul zJFt9)p;7C?(uDt(AITnhRfeINJq9=`>u+<=Hyuo)o_p2pJE58Kz8zTWP*0(MXz$eC ze9xqc&Vua|G)joPBEbf%wu@sAMf7P$>g!PV2`!pw+@5jnhc~5Ih11Xp&v`8cyF%x? z!$)cD4>%vhwBB?KvS?tPkuczk44A-%GE~w?d!j(HGG;l19B4wrw7gOaTI~D_Gl3gm zuoI}yqendP2cNg*&e1q`J9;$P(1VVg0|NJzb9`*Hs?q+A&lhNmZS)_$>%mxrVKrAo-lPK6=$v z+N?Lkoc$5_-TSk98VF7)^5>}?p87sheCItZfEQP1CMA@TJNF&Rb}E)EJ66iMvw%%L zWHkZv>moh+y}i>t1G1A~uA39BevhyM&Eo~R2TL`TNduJYn#7+HG?53>KM)3<#hed= zv)&~{vt}1GTw?QwbJJAJDY9gEg>79oUrnq;2hCEuM+=Kh5@*?sVj?_d3ew zxtmOdrViWPkO(vJ-D=pbo4Gr0D0KnJsw1BK*LcXQ;!xFc{$M!H&#Fh@iK=?IA-;js zZp9cRkUPINeIWVi{7)zEZ-a-(tHZ5g1;x%YM-|BiqmDHODUZRmFZy2Ekt2;U`l+A6 z1q6D^EmvzhMs3%EZo=%dER{|8YMK{)$VuLdF~PBYm*&RAADOOF%2liB*+~X%G7m*J z4WCgK0r~4z`=Z;@_wjq^dB0^z6KKnrbMPQ*PQaD@(}^$nLKiOooKq*BL!_~`#yL38 z@w-wJO?rvMkcr5@p@A$tUB-DHxypVPoKKN=eFlc9Q1FSb!RY0RS%Zjui{qsI!9r(# ztqilE%O#}JwCv2EFg0_w5905%E-%0qEF}>-Pny7owyeEC-}qs}$oC}ObV_~03I4MDgg82G=fQBytme%(PM=xt02VDfognn0e^Doz ze$KMGnpz^LH=HfC5^#(hgtL)x&&eDFwdZ(vLV3n?w@sCu2xXAttgLUAWfo?#;$v&2 zs9=)Nr*_C)5zioD=rudI5*j}kdpKj4tJ{<1e&>?nAZto6;rhq|qbC#5X$(5QU);dA z*vf51<>Gb&TJRf?NN)8vv7t6vQDq%px;7$p<=6Eq)*;t(JWOr6d~d&|Z}6Cx`ChMd z%V^|&Noq-9h|eha{SU@8&;AC0uw3xM%xCKM`*1zQC@)2m6{k~%Di$w$jWw=EzZKT9 z<7@BJHS}kn8zmG~COcHwGS3NdXC|>U8!QbxX2%h~YHhc2N{fUfK(Vc?>_KCo)rnTb z@6Z=}m@s@uxacTF{AVy9?ATV6BRBpU%Ql#2=Axt5JhXPm8y*-5`6RoR3mO}{OX&y< z!#aQ4y6n*6XI|jn#GCSc!MBxYgNU9SjGt3I!)DF|MRl~FKFf?M4EA<~0usK|z$+i= zn~(qr%VVD`dKmIF(2~AGwZ__yySX*?K*(_w>9+^B+{)MRzvq_U-|bL5gpk$r9$X3M zI}3sTep-v1GHX9@I~Du9#VgYm_mS_~muh-owc6ikgQc7Z;SfAqc`U8Q!DZWK$#x!Q z2OKV$#;F3N(-4M!0)3q918!&o=MQAC>Jb%}aWB_&cEF>8f*pDJa5x_XUT=3{KUsF2 z7Imiji{-ntlt zKDJr;v*K&XpwvgNT$2-&%tjT33-9lQC|aL5VZZ)M$K^2!mGpFV_^IT2VkWwnW4wbB zNt&?9-_=bKs$r(pLw%|G6LXP95B+9<{+#7vtDQ=wIwkNkXx>V}{_%D~KH=i%m*DTq z;Y^~u^;J9UznmSjZ%$;Dbq=o1-luVc;KY72d~Tiha`}zu5 z0Sg+WOBmmVGaMZoh=UqlPN3{qK76ss*jw5b;^K7&ZZTuuJwS1h<#sDa)IwG4PcJ|1 z0eW3fA_+AOs1@qSza?ZK7dJ%~TIYP;0LbALLn>T^oSMQu%?5!CuH-5O98f+RsZLLOdjKoQKQS8e7YM=^`kdpoic-_g1P@}et2_73wg0VApoZb>wNZ@6j?|kA3|R9fht~?9wJM zor-pXg~pZdmg*n_+GFmQC%pdtU(7_=rlss!%bPn@b%2YbS@WVEKj_zasHQpDXZZoM zWqAJcA^%c#dO_V-4hMt&FAV25y1q9fE>c(tft}IuZysFRR{Gv|Y|CgSnMdZ8qt)%^ zF$18c7)pGFH`*?a4HC|xqKkBK#bpbSQ&HV_l=*YCPxU}W4m*jz-XLwH0oP|DI z2kFZHL(x{8is*u8oLo?c6-@$jziTL-cKC?O6~SCJMHjK>@LrLqxBI2 z+8pLuH~1SdE2e2RF6c>e)+-e8fD}Vz#KITfV+ogO{p1L5X*k2|W|Rs|lpin<4}SV@ z9}sbQ%$-T*?$h3%cCi9HO55w0=AN4e7e`iIRiB|*u33ZDPe7u>Hu4EzMsmwi*?}f9 z$lG!xEIB$fR#OW@VdgSegk}^g-eb#22b8T>00%nV{qGTvSem-ba-Uz*6E)!~E)lqR z+c>VHE2cj0S=<@ha!l~Ya)p;=IM zUWYRw9oH?P$b@Z9TEtnhL~P0a>uu$Mby~U zFAQB5by!X7adtKpQv#(spus`W!cC~M3ak8Xhbk#OE|D6kdU}pOf~Z;i?cX+`-FBDX zOtnJZOv9=ia_wWk+niTa+s9l+Im^j~m=^Jj$q_#Bg?I3;4vsW?29jC`h3IIf%DQoQ zji*U~!|+AtcY_xXpf!wfr40BS&?nXFDr$NbIqk4f&iY7yzpvzy3DKV~9k2D*cD(LU zP-OMRF1mKW;|%LCQN2M>%g?Sob6LTNA4*7U<_U^NLw6Z_Q&(VACs1prtD$O3TV;Hg zt4p4fbICC6vF8O^&D1_U0on?Ym)=QFIH>$126KREAA(VB1mn%Y(Y?5o+p z2)U&*jd7)~*oLR*&$OWpX)ba9X}u>d7rljEd4$7zkPPrT1Hnzf%|0!YLfPW;fTb@^7?ATVnj{#qW zXi3~XF&l%|m_*RHRE_7{wDs;&c3;ZjanoLQDL9M;h;9O#xv>iO? zX8Z7lDT^9|NXgq0Nz6p*`M6SK*|MxRl;#R%i2ZWX%rz~TTY0xas*3ibnNc+07maA5 z3LZ8tnzNf|5W90Q>KBN#$$ zR3-}XIpyj#1zpeQMvI1(@0-%EiGHdgFa|rOq`+Dyx^tEhNWen6Y`=Pm06NSQGEkOJZ}(-z)bASy&levPVafx2j6vev z6`l^B62Al>nLNE4Xm@YN`)xJO~loc9$UH^7rxG>Y^>#UTN=sK}PQ6&HCVMoKqff>PR?Dqh3ObN_yCD*XKE-{l|falecDRdLPV)1ae4muvr=f$)RN zIVyg!t0iS&C?O%F`dKDYdeSC8L*XQ~*!F2Pp`nr@`e~RZc=ACLve!5$lx%Ye9plh6 zLp%~#IcD85>a=^Y7i^T0CpMnGB5eWQxaTHdj8Vj_8U`&GkI)2zy!3>+d3i^}^xQfa zNdQANBsbED{UxHfplOUhZ4ZY{P7ofOG9V8+HbIbSA1to!9PRqnw)sIf@J$Unn*&|Vo0&`>mfxG z>obdlq^~qp>ncR}4rex9UHF&lJA|EZK+InnK(lwGT2wZLkhmj&n&^KRCJPpC{t zgZI`xbDJe?X@CA2o9uC*J722(dJjzai2)zJb^MnOXr5z)9!y4;#F(AyM1)OSoh>7D90$nWK|}fMSWGgoD#*}73#W^Ll_Uc_Y>Z(TB;YX zv`h5l=M`T$6gV`dYc6wtnF&2s1Ui->(| zjRu0H@|>@#kU{ReRk1$1Snf;pJuTjOR2|_vH1mDeYWdNkb@;HfC#A-wXoo=H#VidX zc!?%VL$mD;QaC@p9+hJZPid67NMh9S33rh7j}I_G%nzA&W;_bz8@q z_0J7YBFE!JZ0hE}blfV6@biCo>xy=ho6=rV;!VbB3PFMTHX~3rg$qKjTGDA26<3B* zC&0_`I-3Vt3)5NOyI$7j++NXSy?9>n5v1$t#?h`Qy z5xvv7R_oRg+Sk)?_LB0_J0_$&H`@7rn%=1SA3ocpXF88OgKldaV z_JH4aD8Gm^^q|O~lQv#A;fg4KmL2SEvEG2)`{4aT=O9EUp6u9x&5Rrker>5SA}Ms? z-LH~;o-TYS#f@G(fS?8;K*Ucnek zw#gjgIsyJ^osjlv-(NRDp!Lh2xOKOkCK5X+(sez-jRRmGe}n%PLAxwO!|3t0Srz2` zr&SXw>g7)xgvC#<@;7MEm3+@t`bS&U&(1x%gNQQULFm$dNWB}D7yt&Y+V?=4$y<$z zRFMM$g-uU&Kc%WlDUKdP+=NzL*moxnSDrWLah$uKS#q5@H z>w~2>!Xic>z_6Q;_q_KUC^E#P{zJ3+_YUqPZBFLoP_H`y97wxsI&o%V$ErQU$f)R= z0_+@eD{Q<-jllKGu9kY#)s-{8hA38B?eICbaFyZfIm8mg_NW{;7@sx`E0irCi)ZZ= zg8m4s1ZVr$Xzof9E_CHxf5X~5V){qsgk4=6BWSL@iO~;-uG(02%4ZhNCe0cMR6o;g z$y)~4x1NTvG42u=4G@P>pnuXR(hrSAJ=9aGKj8@8>K|MYO&g=#)qAt@$;z7p^v0#B zOjnp1z9lfa;y3$Vv8VLK&I`hySJr64t5I$_MoCQg)aisxccDN+hmYs%%5iDlltuT8 zBrt(iJCpUa;mO}e(+aa86IDflPQEWN0u}R7j;+b)c}yivR@Z9GapaXiV+MMhX?H-^ zaXO>4m#BpqNK*K+A_f_G)Gg$ML&_Mn7VvHuTxQ_rT9K^h}px zSwn^{s;WJ2%;gjC0o|2akQvbI{TdFfDEOwQ2oR?SIg^rGGyYNpCV++85jNC()LxZ} z?Wl}>OdVDBoo}la-4MQWQ2w#|*3Xs9lYQFNsiorYWL;{xKXD#H9C8RiFd#jjpDu|7sm5xbGgIc&RvPFAJv)fxeN#-kwplx@pPRZ_um3nGW~ zWCY+&5~mH?^4l;kGd=I=tz0NdvPd|e`<0fC{3-6=qL6P+8$O3I65v1%5brmRd!vd5 zCJCr14##H4c{-~3(|q5rnepWvJb*k9gs#$X7Z%{>hn+Q&YGc_cm9Pura~8F zeoO*qNC$85j(B1#lH!wtXE}|q#r^21?kv2nFP*2e*S-^!5ly)MelE^P7&p3oR61PG zlkGdF$(nI7*MYisw z6QA+<(n-i`kv-8=@d~HWJxIWeT%gK(cu#q}e5a4L#1s%uwU0={m;G}#Uis^k=}_j6 z_2rosfw;wx(KU_@)0-0CM1sA_l<*-i)+Qzmt4QncW%~22nbW7b_MCFgULihKnIMF$ z=+%f|n#=eAPav$;k6w7k)X*hpEF^*4_2$%Ljdr(9lO4%9L=*DRI9}6rnU(_EN}ga1 zzEYl!RqUrpsj>g|x{d!Try8xBW8~s;LdTutF+`A(MW?-*$$~MGEQzXIrp;p&EAEBv za>%(s{czEcYcAq~{eDDU{-x*syGF~FiNrtvsMj6qy_m9MJN(lSNH)j* z9^YTU8|HnY$ACb*UH6E5L*)~*Z+$Pu0}{Z71LQd*h(&bFb!ZXSrwyRk&2#wv?-=?2 zkH?oW9q5z$oVTeT#Q&u`binSXQCR3{hM{;2Z5e$U(1!fA@c(w9T9XkUMpD;t4|e~h z`k!*bD%?O6z*={r$^#K1{Ltp@+n6}sDktTY`Tevc7(`#;6^e+Bse z`6XIH)<(h|$!UGA_Z#@V{C@E#T9=34JG%q_EwAEyrrqIPp{EpN*OAqr8ScXo?1~A( z;rM4i1FXg?z52s4g&#@MCd!<)oLKxBE~9*n=l3*b13Ia~LGU&oU9YncNLbRBZ1bHw zjUfP-F}v$COAk6d9Ulh^q`WDOV9@DsPt;_XJmv;Q;PPq&*46a*{Ki>+mCGwWHlIC} zrT1SqMjA2rOy!vb+2O8@cMT`#n!}v8*h!>{mM3IHXn+9Xm0=?By0Y0{TM#*|*vb~e zFWy2LnDwVXYerD_w*CagH(wb?nYR1VuiJ1psIr&lskw*Dbr*6c4$AEoHT~*xvkGb- z=#^`5H`RXO{N%vLmLXRHb-PdI*od7NMZd~kdW?cp;&+zqlm`-n89{#ya3h7CilMn! zPaKE0)0ramulSJb;g31;JkR;{Kc-Sz9iJf)4YD|;hAyshuVKr-)YPkhTx+>xKFqQv z;u&=&{5u)n%f)9wh*q=^cMRq;Oum56p+)Ckoox$sk{tXrqxw_cTte`cfXLe5T|{zfFPO>tKKlt`tqmt zQjXFhebo3}qC}yc>BYAh6oa~uv~F)Q-$a(@l6Dc^^%D|a#}`*^<#DB)=QmG71;hFV zv{^x^+_sx{L}+aTBCq3fNJ}XKK8EQ%z!wPWr1(xRjSK*ys&&;v^SX z2YV;thTLejwX;P1ncY+WuMa>=kFF>byo?Fr%_bFG$fTqDb&ULmcK(;{6TKCl=r-C9 zY?gS{8waR5-_iVue>Q2d$VEH0zQw#-(_0U#u3d;<1fhz47JuQx<2$20z(L{jl&AmB`4f5RWmTOWWu^tp*(38nspvx)`ARjYH%BAM% zm)|LUJwi5UcE?KoODEn#p(kTy3CW#oK#C2F+tvcHpedzrCm}l=+VL%Y{Oi7sDFhOf znlcKJ#WhEFDp`LXWOwu8m(+@rZsom#yhqKea|d4!docm#wUZW)ALXL5X8o9e$k?Ab z7EQFtccvnj9ozG3pVD2oR0_G_u7k6}|3!PeMa~BStBb-B zo!PumryKJVPZuO6nb?|FZ9oP`>ccq7!xMJPogiXOk_o?C5Z#T; zQJ@>*K=prHZ=!sKI=5oqlTWi~TuQ^=ZLnO*S03ASoAF(5IvrmY78%P9-3dwG5%ZDZ zkv}+6eE_?>?=@F)%>~rpE-&}3x<+uM?eTv9ixFA)ZakR7FV*=3^X;(oDtJm&ah*pm zEH*ZFH8d|v|C;<&@2WnE@_0`IfO`^isdaEvotDm9@gqAFprUu=^?2u}I1bAeK+_G; zbuFI0*npRiR^Vey{MHd~N_lA?Z{d%QV8%VubJz=t^m*Hst4Gu*{uGK7WuT15%fh$1 z);q;3D{a25fn-9CU1^;b?>JuYPTn3fi=Y;2?D-ABWWOyf+|XN!hfSQaF-(lmK7cE)&^mG{^549#W(O(&h$NlefSO&8!nzXzEq%5BZ9qi@KLXp{qSHZem$XrYqC zdV&%u2oAPgpKzJnda-#XRMv2Kq~tk+=A@f3*l<@eOCS7PY-t?$d2}M8hvKFZ!z}ah zrecAROu@*7{!5qG|Kuy);(WwIJsmnHn2$n5>(#qg2xz^0oEoTbzV!hva5vn0iM%#? z2wJeQkC1?*72!@ySqZl`O8e9Fvw!T~9EIHv^B6+?vuWT{V)G!oMCVr-BamG;m`EF~ z409VlVqa-UV9Q7>|F~TnKxsmXSKpbZS;(1?y?{ZbwHo zWG3l~ueDt<(>^!D$sPBTmnv;7<6~0VmzjBNxV4C{`7o|N^dIE>eX@Jr6uQofW5dUzS^e0*ef%t~3T@p={Ca1;;mi4ZG9UdWd5U(Y11rp(np- zU5g3RM0LSe-c>Eg2->oDy+5Mp-V`s`zWifOOI{_Y(r)K?$zW=5sq15XU2QYr(h5|Z z^zH8Dl-al??XwcqOCfe$Eo9F+_6k1pDc5J{{x}x9yJ7dJMFr7nHO*1p;NGPR8e4M; z8yZRp%gqRO*k}NaZzNycb5uPya7mMU4dpG?_2P7Q%WE$KPp$|SENq$&%J2SkL&5z5 z@9UBvP<-%%1R8&V8_fSDbqHqHd0cU`+m2&8s9-^^XNWmPf1LYR721j73xn0wxg;nS zG$ymZh)2DkKzCG&p86U79>^c&jm5z~Cia%~g8{@h&1l^jVZHq2ZwcqtPR^*Q`6 zFz8%XF(EKNCm1hVFuh*?05q8{N3zlQ7ur`76Y9XrRx_L4dz=;p?mP+Ff+cO(suY4#lTtR82-FBTMIumnLEbfeOB@#!2h3xOWM`1N6-m>gfX zl28e)H94R4$8mGFZ%v z+og5A9mUh?-Sny-V`^WwspOIsB=ZKEQU2-{9iy^WHxLjENvRhyIGGi&CgQLsQkrc`BRlQQUn?A-ZhOf~Jqz|!Nf$`JEOA8A= ztI49$*f&bT{!E76=Z5D(%{zO|b3bdgY@lc07PbOj7;J|CE7?GavbnjR z0)MW%eX=^1i#R&~Z7720pntfQHOdJf17q${_lfFNC*MFDJ?cL&r!&){j+F*{IVPDQ zGGT>=Ul(X77E0DP5&teI<1ExKT}SrMhuhm3$gXq~jmEA>&o&qZ|Kg2N6@l=O=hP1- zfBj3>68|oH{e8G-JUN5l{HE$&YSvxAaH8^yQgy~0LWIODu$ighx71iMr~cEIQ;2^> zDVkgG?wSwx1OqgbEO<46jw~BFyO}zkkj&KbEx}>Q59`*w-&qBU46Df%4aI>vA!L1u zpMM~iWJBD?mxITe@Xi&iIB6JtVzzmr585J|kB08ioZ0?-T{Mvlf8U`38Y!?iKv($L zBBaiD&t{(8q+QiJV+JL_6nW(cti@nfJf&lY(4#OWp{a0ef&;IFaN-eDw@EJJfRJJ^ zc7m5@)Fi)->E4(GKEU!9vp}Bl5HlV*1CPvOI?Ve3{$HfM=Re#1|NgJ1wtCXi)~=Bj zrL{+GlByG>Ma|e+d(_@5=|asEMa@)EGh**iGq#$sM`F~D9VF@Z_5NJ={R6)Xx#H$V zlG`h*X6a+3_oo( z+Ssr^yvpWV!3?O-A-ov#T%b@VR3U#g2Po9-k~q(5dUU2Nly?viRn}}-HopZ$G&*Ml zRNIzwceK7B|D=e+JKS)pc{Ack+T(V!o^U))=M(u_Fq;KLs&3IX%{C`>B}?N#xq0ba zY}+U5pe{~KDFhdSQs0eAT>erB+oJCWBT+_msb?W#ob%@!KkC|+A+IXsAbtVH{%2L_r0JjQL!lr4c z+k#o2{gLdNzJ`N_+9l=?&G6-~&Q}F!4th1xL(zvktrm+z4bz93w)GYxfW zbd_e*e3C?^NnW2Esd0;p4Jr$*W477UxOEcf%8%{i-B#R>mdN|o4~#n_nhG%H5h4Ol zi~4#%{_cMN9gp>v>$-Vc%#qBLQ50*@{AGHTA3WM%i61=rz~J|zx%Zatd3Vk?gug9u zE{Yc5UqpS|J<{YAkS~1w+p*1av`A6iXBsLMggT!^f74l*;quvx-frf_M~vbQSL57y zH^?i;(hHgfMVdZBS>G(|Lm`B`QKZkqo|Hj8sJ(6Mow1xtZy*8h2K%&;AI#_Thw`|N z!!FJ=^0C-en6!o=QImOI1+}WzgnZ@N-fbrvkSo?k8Yyc(@Jkit2T4<`2`>R|_5Je7 z$&`@ebf=a3f{$o!DhHuG2^&3RX5Vlg#heJ{L$7e~>~Txf;)4j=b4$;T)O7oT-?gsUenNk;an`n>L1cc`25L6OKFe@Mx|K(e3G zV}XQo+PF5ShzjIzRR!&|oU{2kP}^a@`=G(1_mY~zDr~cBTUFzD1hzcnyav%)Cz&6N zVbwEb3QANMJox$NmtHb#TR(6GKIJuT#+KN7Nqj*-&$ip4*v1HOvNs^+N_R5S_Lk}d zJP(lnO9e6OH~B0Q<;R04QnI|%t!a2;TRA*Wowm+9$U6aeY%FD0WV%w;mwiX}B*_~qHP@dVFYGX>vaX2dVnvUe8)bNIyhPy!rCq(e8 zh=p>ZfK!07{{VRl!uzUU$)H*nan%L*!so zUZXwxyv~I5U|`#6RMq%vQ@-Y#n1pK$3&^5PYp$)Od(v*|*CSj@qFCkryH%mFHe_dE z<+^x3a=flCaA174oQ6I3D!r%nbWM+Aq#7E#GruqjjqjnYthf6Y@{;%lHa@H*8cts+)wfn9 z8N05&AB$%mak)z;qBXlLy3cQKOWFKisn!6Oj&HvHr>~hIQi7RkdRqMoLD?m?2R7^E zXBa=lCz+oXy&={cR^j<1Az~Kpmf+$crW4Fl|H1dJnqV0-wgMy_6r18TS5q?qc;0S5 zrJ`2=LUQC-rRR%$Rys-}o_%!>g4a&M>3knRfc-|O&LdCIJKG8ZWaYXAC-N8U%n{D;1)XmCz{VMN z%fP6jfo{D|C}LU#PxapF&ZTE4a|Kc0QpGhLoOGpnT)d8@eD9%cTssx@Zv1i4LBw_M zHNDgoii4k2U&kjemeIdd);ZmP3qs}Lc|raCi-wV-pFr z5-^%TAv`P}ZAz@th%u?J4Y#jze)y)^k%r^>3EF_%26^+B>K~Fkkp|qfV$IN*x8!^# zk+vEQbvuwTjMt>_6cCF3Qdx-Wgf>?#Ey zSh6!iSD5PH!=FgHb{^I4H%{f|op?)r#kE9BrG*~;*rZ5==RCto_Q{C`iOJy9ih%CW z=524pd_4X%w&VAi%iUO>J$Y3yHj*!Ut|Xw_L|RY3y5<-F`6VLnG>j!Xp?Fz9oj1*ybPi_*<>c^5S(i8C9K=78jJ6_8z3_VNLqTzXgDcDO@t>$mte4=ZHi3L<& ze5Tq|C=cN6@~uo_@BPp_OE+fcwm`PYyQ`XcK-lkJeaY#qYxd?b;=UWbc(G2>a5J}; zlD4dz?|uj}?SP~;5gTe@QMTCNLwPa-=Gl5VeW}(ne-y*J8`sBzQAvGAU zdgp3V#aASyCCs<2isnP80dNXh=6*8n`=2$_bQgC>UUFUUe>o<1GQ+00nxJa#d>sZ} z+AkLW_c9R-UGa62(LjPcVDLPZ!Xlc_3rAN`rMRBnc2`>XNck7#&QZd}dP7}h zJk~h;o95~3t-+kuL!cRJ2Q-&-YDBPp4|lY_My%>+R0=kCx&EZtY0ZI=o#*Dieaf_T zFZ~J(K9`pl-E;fD|0tf@l|7cZr4}lolOzlsUQLmac^=9|#urah5l~9h7AFme6=al=hw)aZzQY z)f6?g#`fa#yBUkLP$rn=+SCPETii5QXkmcoJOFxED)jqxcevG8pl@TTYpFSXg}t7t zib~tYqNCQVOSqUh;B7zsmA_PS1;ps3JpiXD?(;vr4msS^R$Tx9b|vtF!^W%DAu#7!5u^QGmrAN%RPkXkgwH^n9#3&U%fyHC1|PX`yh zzTCWk7U}xWZhV|X`i@!ro6z@{DkT;lu;pWAaH&M1BZ!6<%(-R*b7=L8dQFxz*EIJ6 z<&SqdHs-Mv#0-P#fadyf5#tfv_&`ySWg4rxW>EiqH2r=XBW;TEu&M2rsbupTiJH|y`gj&QGPFBpS5{+ecda>nirqf*OM#b4`~6^>R%s&U0Bud& zz->$^srX}M*=FuJ-swOt=vjllzLwDMQnCzaYFV=Sd>LI+{w>fNYs#HcIcnXPnwCRXQ;7vIs>TFX%!?Bx$VWeW~HS~&8#LJd5p_x z<+=4O-BFmvFI)WE|H!7(fe^J@!hx}&on=AN+uZb{FvD~IT_vxvdid2K9;UZh{R`p2 znDBp6XIs-YryAoQZ4K9TrVH54J2cVVdT1t%D{`ZMXBk&%&-=gSB@b^snRRS}jrd>gmx-Q!NGYiai$a@f zYw9lcQooWc#-`_AwcYv+>N!0$V%!?$nnjv;u%?IhfwqYgWT zp4$R|BMd8>mUl8u?zvrG`3?O_nE+K_-vc_k*tK~lipc2hUY;G#;>m51$r68iSaUG9 z(By*&cvMLCcsh8LMx1a@lG{dQaD znOd=N7Ug?+&=5#P;cv{crQF(#tFCor`1}(49;PRg$s!rn8yZc%U(;y1;b5D!asOg! ztyxgy%#r<%&~&_WbV~Em2jy$2Z*ZmfbL4wuO#q285+|^ez-!@}9=vr=$TK}Z-tHZ| z<(CjKHU#^TLkTdHjCmlG%>p@XAFsLQhkGftHq`z9};;8hF@OC6DMK{ z4r%ljtK$leAT-I;STf>M7galCKVvlO58=u&hKVix*iU2M5i^nvJI?yA;Ys{h(H zGCx2sIoEcn6SAO|sw9TH{=2Nx9c--be|km|`ePjqXS{Znf)coR7Ek84K0v40H^wiz zHNmGiLm0G{2mrEjRKR$iqMzNhF0}>eT+Gc#KCD{kz!?}{k`N6_Lb&AY`~5RI+sL$A z!2%JXPxGN(N35VgKcMGHXa(7Gt^W4;k+8QXi^mGwcGC*GV$CUZ%|l$3_X-6+4lFbq zzn&-TK;0{QN@LmX%+~*<`n*VAb1)S>CEJwpnC(r3?Bf$=hk>q=C#r+`sQBW*pDqe{ z9{+Z-xXg zqI{ZM$RU$MVi;)3pCZ}emXQOSDgo`jxIzD8D&L=KSH2YEy=G%kjo~FX;Y{` zn{Ad_TiU^!%f&1yXUP19EyP)bi z5+l%c+P2d`XAzjuDGQp(Mb^!Ls?Fc;X$TSDThU2RSs?lw@Mcobm`26Teo1HyUwz|{ z8;N@gUrCIyv3n~#6Z;yE*1~(#+^MbNFihe2n$9oLEX;mm>z2>d84f?cl_RQIbPDcb zOsYEzk3MGGQ#ATqrc^`wRA}NRT*}Ib(1vemi&?3wY5Hombt8us*(6pE0SX~zH!Y2l zTi*o$Bd?C0f5It~tNM@i_eEFdKA@?ybBQj40g473k%N+owqupyV-0r>BDgLl3pa+< zy|xsm9G@LNx$hTS8$u|6piHWhlbmRXlDg;?`%bVaeAs0oK;8&g>YMhq?{5+f9!*8O z>JJF^)}Wcni(Yw&@XizChw^IkzYMi5>lKxKCSE^<19Q3i1{unDT{}}M19gUc()guc9*~~ z!j_H~l(&R|5V7#xc5@{Ezny*zs5^UJFM?j{umwWaSWF+*3*vMMPV)IrR`7DJyDgjimNsx7Jc(D^Cf#aje0N3sbD*V<%po7N3p&Lry~}qbNc4V8il9 z^EatYj|7N*D0ygfj_)^odXF0K<123O9;|^##$KTT|4y$ zs(j7zUd99Rh9Yb?h@qV!x-wLSa2)r<^|a(Ji@kMo7@KWP@U@hR2HAf~nRb;futnU4`93D;vA#!ST=4~WO$>Kl4!g-&dtVOv)r+%;9ou~0B2H4R z%)=}r6RAgU?UqlD3;B}zU-{I@vk&`>lUx;C^JnVC<pWC!ue-^9dxiM zfZkZF=;V}n89Ey~i`uDUz568T-=+Q|?2jfEXGO>x%%hjyE@izQ7F`=*wOE zQ626!fjo<{y?|;J@cZixNH7~s_#XWx^(1}gPB!+#wYh~p1g75tqCn1O3}-f@r3$vR z&Y(&$?0L7ZKZKx-{NVXd8v%XnZ{d@*0hm~Gr>iREncXX`qli*o{qS&y`JcC7Yk}jG z8w&)*p6luem6kEPq?Y8Fr;zK{n>V`K2u~s5v!%DlS!IE_I!T;TFE|H~Ue(6Zk6wI- z+d_5K5j{=qNAPSRu;Z+ODNsTE;cDQ1yKw;P;=fqoP@|i0@#?f&s6OiQwPeIZ zG!cPg*xAO9L|lXqwKlAPZaW{EN!+bYkz^YO?Y@I@pOL*=($1D-TIMdOO6OO??Cn=)wz4iDrtXPX@Xh;>D4VjP<>?8{5E9 zxcKavJV7l*PPyjR_=g2XZ^IY?A0dTS6OWFIl5P&Tl|QSQ>><+k1%dXMsz=Y*;%{L9 z2Yu8XRQCWmL(h{dE2=B&8_-Sd@Ojl~#?;*PaW8KL>JhH^*^lDv!l?-QIJQImIKy=JQ;SEX@5pimciqgn%8( zau%q%%F=vhZeiXbkWE!`qwOhX+q$5YroI|zI-Q+b;jOQ0{M_@WQ*cZDhV<#Ayo5=} zaiRjgxPr77sEVVnST;w>zGzKf5?GJr%nj2ZLd%F8r(KpY44(lN|EZ{mVo0)b+r8hw zlSzg3vVtnbb~y^C=Q_4mhMdzcHB&*4;^JQho#=a6D~az@v_n~V>H1`KTn*hcn2l3A zMyf-l52T(R#A;0`0mC6?gC z=#pKP%?_1Yu7qu0tk-9=Rw*k4wH;yhz{BFg=r0QxRn65P#rlg2hT!w0=j5_bz1Qz_ zQe>mAOCB)W5H9fZ6T%@KYv0@#@$|xv z6dt6})kYNDi&=3p!*(dVZR{Q+)XCEHe+t1Dk-|f-coi?Wc)K^&*Vo&4zf5F>pkBNU z0(Dz55yY)o3g~&ksD~~uQV$%~L}we`LZmbkxUiF) z0#S7StI#4XiRfx0#Pu4@iPR?xGpL*SK_&m-k-@oFGrk(OAB;=?j`v>5!UU(w%nPdf?^+-KXfSvg`@}q~Dx%`8-)NE{hyVin#0#JD_ z#%FYAIiB;dnq$X^n&fmgcV4#v&*FL7v&#O|k01Xy>fZi?jm;iWEow_$b1U$1MCW^E zE7+&}YijQK%7=6xt6Q`swC285KO9VLK@;o8D4xKpzk7d0f)Z9TZ4UZxo3Cv6Echr6q>oqYH0%K2{l z>;iDZ9D;0=NX=nIUW6tqjmrnjG3t><+Drt9{a>Miip^l%_qGSxKdK=j9r0}REe$0y zv%Ey!q526a$7{uD4-+VVUdi9bLJ0vK!TA%t<m-vQ@S!k;|aH71S872i#OupO376zjuCy7a-lqSb-x@c1fK>g+#6M z$X>Ul;X0Z{8Q}iTjYg)hys*VP#-Aqn6g5HkoJ*(CKOxT6#D|exBQqEBXw+M5w;5*; z#C7~@bpqlPciBmyZfvz{irdY1S~ZS;-e+vgCa7T}l&N_}*vdd&FU5kcp!gaNpuo-dwsT5FQseS7 zfvB(nb(1T5UauTEwXg5wwI21oj9nO#ZbJ!-ALnhk=;VYX?P>#qI7&<5B;RBpoobSR zj<3ulF+-O22JWYRQ|02`G^0(Hpg9W$rp zO+QR-EH0DSHQxT+xx6`cmN>EAwa#23YC53PuEyN3%n;Fd)-B?%EZccuxn2??@O=3t zek=IV86VU|yNUO6=a1H(ggVk)Ivn=%@kzD^QNwrY4U&KTfYg36`w3RFkEDSthqK5k z`1%A6bYn+6w~yvFQ~LiGb1sY5^tfC#uI!vJ&wXqh8vv1YorT+Y%t+!-3y6ueb$7L0 zzdNsL!j)W8-vCCgadPhV99sGm5c!EbhQMYCn-Uxk*q&K-({ z(i0ypqd(l^l;LJ4v}V{nc}&fLU>1z7vzkK~+yg{^)w*@(BkY^@{tv*sqV z1vkpODq_Q^P;#Zo^f=ScC;5mCIqP3WpC8PEJ^E{u@5jjX`En^s=tdm| zJ7!nk2=3B7DdIs;quaEe|3>uWMd@r^{fG0Ok4F7*fgovu+>oc4RYG*YbfpZ@=h(W2 z(Rtc7gxebs#ifrJc7ciXY9!J6pinm`Z+2*T*T$j_S#ayO6!$KjAAqf|#7>#aKayA; z^AAZg%GLQ%qvmtqaf$#gblp&(=kVHaj-w-M%oD}XipFtohqy2+#v>SAW2^1|s(a(r z>=OR{zmMiCHMmCNGcNcdej5lB0ZKgK1?Vbl{Pw&{x}5|O+8s+rH)n#G*)uOsdGMZC zc4H)X*zl5@UxTzZYcbFV$A?hz6HP)SDJKuJbynx52&P}|YA z)dKM1Nd(=~jV=*Y^EC6m@i&LIauiv4G8NhNm!Ek~e9h^`j>V(Rw=<8$(a60@SZ0v?1{Bkw0RZ2s{v%0b>aK2JR?4vyP; zkDd6U2<`6vRIR3Mt8cH))k`g3rqNZ^Cu}1uJx1y|93aIC|@-SWz#+$?rkUZp-MEF zjnsor*h&UCRhZN6)cNAt)H=N$n)FQaAeX(#F2+^TVCq0RGva&P0e9?aZ6$`IJO$?= zC@aV7?lrMdP@_)_Czy9x-$LghEXLeXc?knS83F&DAA7ZrfGLv!&!!wk*P%7vy86BU z$@HsOnVBZVc%-JvkThuOt7ADU@|R|0lwW( zTB0A%UcW6+Q1ESO=4^Qv*@?Jex_Np~eD3w07hkl0jxBfgH@^)J`F_f*p*A*k0R6H z!FioQ3tD_y#V3@q{yC^@YOVxwRmOXvjK|ARB+2@Kt(-7FdcCWTW_w{1UsvG+g|3X0%G`!o3bg35zR@u2QS|ObREWxE0GIj zA3D2AnPEGcrWwaiJ%_X0mopiW+|1Tb_N)vuar^v^JFq(h?uAbabbaK94okuELJ z#sWuhd_-OBxB}i(syN;_{IJxhMI*S)4R_s&|5fK?Fjm>M^t@Oqg1gvdhxK2tGqbNn z>gHL7uEQD4>|=8a-M*4>BL%@BqANRLuIc*Fgv?8$ZA%vunvu(HvTJ;xaVz6wZn}m` z@uGd4Zl`f$x@6zo+I^QpU>Jc{T~ESIbF~h~2%LSTa-98^ui(0**V6o%h9o!Ro2H*5D^JYmks5G-$GV2-<$;#`$|*m1lM5{xU`S!V6_O zH{jm!pTT}K0fGQAJV6=v7(3zThBa$YIf`b6~3L4E6-T*tD)*b*LDQ+RhlRoQCn^I?CRdEKWhrUu9^s^9jPZKaOcnk zy`^8N<4!vPc3KUW*L3ro?^-#h>IX$jt=0Fwh9rkJm2Jveu>kJ7beRYzP2*eR(PtH* zvRdMP;#)($e|%TACt@cR$ieBs1;wlOWs9?=Hp1k%WU3W3-{uQo>HYkHvebmd>ifSZX|!hLd}Lp(qMGHC zIw*cFx^yI@uj8hrubHpc`@`rja}Pki#;x6qyX+gmkrCys$s;cJR68(eu0XVD+gOSb zM8xNe!f_L`cClVj^t66LX~(1jqi3MSo+e|GD3#SsnFNqy8*2p6K<97yX-cUoYDGh3e6 z#*LCJuloHoLn&?y)F>&`Cc1IDC9&oErb03o9EdDjVrW&^=DwaNx8_hE9#Zs&W~yc2 zDY^1^E{xq>lx2N;U>UGr&44za8Rk%j6ad+y1EIWg7~6Qh5?mwK*lP zrGV1?4wEB=G!hF|p1avpvB*fhWa}AfSe+YD0vJuV3`{J+ZNOyWNRr z)(UT@f-Ws6r2UvYg}wSVOIs8Jtg8T5f5nb{Z317Z6ZNI#J&KVe)+TlDFSo}JmhO+V0BV7Bc--gwe9a!dQ(+>gdGqew!69?|{RjI&qIyqlh- zoS9yn`%)`?OX=z2+e_9p z2S6$Kp&iT`alGQ3j{(ujtU69*i|UAjVYQFPT_lt|fFXsh+0r(MD{pqSyaRK^_Vwz< zcr;PqvC@i7R3XfSE7D`38pKo_LoAp-$rxadc@(Y6=ImG(q zI8|&C9?u;aj&~j@>#$GMwyz)=0Lo2h%b_N(_s*b>t5&qo?^r{lgnlMHorr%$L2sSL zWPik_e^(Iubn&kIpylWKY?T8zBvB5O6*7h3DYpGCpcD%op>PvmtbGMV~BVXh5=tKEk6aO<8 znUc_Xg4a};ig*7EC))BmHlLl_8FjPO{A4*3KUTna{$9tB>?)&}{N?Cy56>)FVR-(z zBR;nfB_CDcuYQQ9S>tHDG`QCJEVI@~MOm<@$wuacO)0xtdfpyJ(AQO+A03pwyF5`B zey%%lugbZ24s-7uaReX{lfPI#U-n!Y{@PPjvY8ia7|f!Mq-EH$3(Gul5m_77rhf0#gP_Bjc^-O6j3H*@nSANeA5P zdp-WZiE=W-$vZ$Iw+E;&K~b2Av_~c_8DZV1Cas(i;f-)oAM=JkSkdHlT~#GwFkLm( z-->3%itf^c0DXRoXc6Y;>DIJ z>7f^0pgLm~R)gcuyH*o*T#}ifiDCS+Kmz{h|DOj3i2g6t>USsW)7yYjF&bmtYEAeL zbgs7F3A&61s*-0<+o)l{&a?07@3x%>9)GEFS=vI|mOn!dW0oQyXUu=8#%p$ca9~C) zb7X8A@Fz%Fpl-2DIn@fJ3W*hZ_*}wGJSZRvgQ|c|XFfze|a>I?VuToJ5ywmG7IJ&hfc|ftw z3-2%)ps$@Ec){2qmPe8!?3N|v&CYH%hGp8weGm8NxpGW#Odm(!V!a@D`GfI(wvS~i zmW>BD1b%*AC%pg=#18?h>GilDL|K&xXA9Lk*;f=Rluc4ccu_t{Bxu#|>OZ?~p&5a1 zEDI9~jZ~(oB|o8vwG;5wxHqADu7-97F>r=!mX^O0B_MP{BY?{L*^{(S^GK%~pv6!EF|A;oz^XYq}$h?*ZMpS*X)D%>C|)xl*QGHlVyW=Hd}d z^R9Je<665-0_>$(yq2-LEaax-auw!L0|xexgZYcl0-2)78hICl3n4zo&5tQ$Wbisw z&;FWKa{eahZ4LDH@I3sc2GDCUeRgVbpb=k9tl=Mp_1WLQt{9WMcAh)qsk;$UaqP=?BhR6a3oT@l zZf5&6_y5A*%!hwN*Vg#fjm_kyFWB0x#O89qY1c>^+%YBQ0~>R*gRD{Pzu&+zeGK%Y z9i*im*X^r;*md!WZB^$yy8L&2Du7_vfHkA$&y-7fx^=I5EQ;hwwEm8{i8Y4&sd|$w z*>*TSfgfw8R}2yr<>2*3t6y&}Rby9~U+LOlD(uWIi^z^UxO?=xIn8)wGWqQGpy%Y& zCLDC~BCw&6R$@TPw+y_b#(Gp->bfpLW!$#=fWQO48OZSLKsvG)*ge%Z>iEkkO9Jep z?Aj)TkNIb+j*7xy?yxPh?nus zv%XFo(66PFNx{-ipHI^7z?e5-H_7GFB22;o+>Su{m7af6(N^0lFWt z)>WVne%cP&`bQlX4;PEPK1vUs#_%N~y?x9gPdx}qUnD{Q5`9bjKr;tEz#S=-t&EeZKWAs?L7|EcvxDn*)y~3Sc{QKeOyKBHmZCGdRRE(lJ~vN1vzS zM@YAk?J)kT`bL5kswgnvmAun(W=xF5sfB01@*(^lnXdkmSb?;D;IAjijuZ7$MYqyO z=ag||MQVJT-ENp$sNPR_PQTan9Je$PhYOkO3{_XG^kGH-N$pts0JGx%@gSs~^#WM& zT!yJ?x5oBt@~oBxOJ)x$d=NUs;#o;|+Khjb48jB=N!kT}sa~%(^Xzi$-Z?tcS)^AE zywFFPG2ur9>;m)#?;jWCf40YSS%ll8qo1uWdN3?J&(9_A7TL}bzrZ2@ z?Ytm*&%W9OJnq#f`f=#B#2hDfqYQ!TBZ-yGZm}G?rOb52%*pK%W1}xFSN6L~;J2Mw z6uO%;a_VE*sa6sD42AM&sV5y|o0#YYmlj>KpP=n}0Tq(o6a>2*@(3%MrXyMg*2C;|mpOA?%SymId~!kBS`Lg>PX&L1$CZde_OMW z+CD=Vc$?47a91KR7Kj6Mx|sdtt@D)+d$T^%(U+ne81FWF5#)Mskeh2r>;H zC^B2z%votqtZz#+j}3rQ9y2WJVlJSKF+-K`z+h-JDUcA``h)x(%;UpXz+vdkU_Zb%H&x)Ni*A82&DtJ+#E%DaA};RQ(r&o;CG$H@m*4%MJD3c z20$<9ri|Br`E_|(CX4$=GjEG!Hot6?Pb}4lOT$waXfG=^SdT+wnJH%6i@LluwX|ZR zEAZiQ+uK_lSI%_7$8!V3ngvnCZ(5a=GzPnyrjHAE_+)*iv14oXNH;av#?kC`?gFLI zk(|F&b{3NHtFb*Vl@G#AK57;L%j zwnb2$eC%mus%i~Sb?bUvP9x`zC!oDQH6%y73~t?n$!xSqXN35C3Gu;73!j06L|2+P zy-b6{hczxW0L-x0zgoTB2U%xHxmGg!O&r{?&14zg8BOpY-bcjFby?p7i$3;9!96d~3H)W#@ITCRKTh*uxZd7K zNH}~+Y;|O;C8T@I*^Gj8{Mk6~l6sd)B*xYk-lhAKCis{OqUWqW!)g~TukX6H6nD{m z_6r$x3X_f4V$Zdcshk@OwDZta-M300jGq<|_PYvK;x(~a69?g%-`s3>7H(YN+C;lc zw8$gopKaxA3>(6xQVOc<#{5fndCkphrcDD1`=~Z}=Vq&^Lu+~hw=G{e{`2MJ829xr z)kP5lgd9xE2uZ#=`uq2AMQp_dElq9djlSZet!s9N%dtcJ^2*HMpP7eG4tFn0mbhAL ztPQ7xNy-lPjr9>z%xl?DIs@JUI+e-L5syJW!fq>?DPfDs^1R>hyAlh zcb&dVQu+8wR`VBB!^X>lB%q<74)ByQM3R&hRq~_!V)Es8t07V#Lzh7EM{9g?n(0eDn-Se*yZy_lLQ0<$YVb+My zhe01N=h$rp{@_}{=my9#x>1*;843y^_vL?tyfVLlcKV&kbD}>+jvRqCWa29H&tV$c z%epZNn9dWYoplCR0g3+} z=DGWZaa|SFQsOV|iq2E1*$c{0o=rxmxpfMkJojSq8t59(S14r7J%efH&%m+x{^&rZ~;A$^0^r-p(T}1DiAyv_rWc4f@(7C42SJvMsO( zeHnw3-u;Q>Grr`toVmFaGX7q>eZbaf{DoZzB%EaHxbh;xd^^0ZE)5>lFt2>gXAw-? z2ta8~1)GG(`B17LitkA!7%}OhGSSe>sMyjr$$dPs0DocNL9%c+O5rn_ziyr*Fq`SQ zb!LAl^_!%5U?!rdg6Q**(oYL^9WZSyY_!klU4c z$x?VBDEHE&cRT5<5vw33E6WktuxsqLCo8kRvg5kllHa>3yV5$Z6|uiqN1|InX<#Ui zDn@-voW-PXY1v2I$YpnQkRz2OSEvVAw~VMplg)uojxr4J(Gt)kW!A1GrkTG~T^ojo zd)mz4B<<1dvl1F$>5^0$n5Finp$^Gm%78&dEpV7~D-oSF$p+pD~pjh5=>dPIeJ;t$Zs zUfQHYE4-poV+#2Go9fXYC#BzysQ6=#RFr^1Y=z%We;$4R=VRZG_^(vHKrG+?J9P^% zf?iS5n~J{jo$5HZ=sWkL;YU<7PnM+sm}ee!bjp(v6qUk_I?!pDu8I})!5l8|ptkLl z1M0D}pd4L5mVt%;rRtPkg8hcvg|Dyz>*b2Kt8-y6Wb13sH!<}W>E{TXN0%ZbeDPMx zlvu`Uo%O=^%W(*h>Nht)%sPBMw`DaBen_@BTAFRbe}ywN%gu_!7B|-Bv(p>3I`Qnm z3cg=p2P&)|3!Cpt?#;s?CNa-g8>FRxsI1~r-n?D+6 zug%U&K+mKK3;e#*J9Uf8G}GW?Mu6h-#aUUmva}U!J=&Xq-IaAL>}V>}&YKpn`?LY> z^0Jo4=d+E}_`NwuepL4VNIS2$rq(Xn<3>fL3DT=u5S37*BPFqHiuB$gB2q)|JpuyK z1q7t4G^wG54v`vqZ_-IMECxZX}m1`eG!64PcnFO9(P+Ym{JmqtgX4L`eUgk zs-PYd5R5#;@cBtO(91qW>%1`pKz)>9R}T1rRKk^~G<~L!coO z;k3~+b9VEZC?6$pp>g*+&M;*{_Upj1u5;`<;;w4sCu`%h2?|E)vu2N*fo4NtGgL5W zg|P`bOqcT6K!#59vHTvKf&VqTd+gC$d6*;~oq8xn?#8wm%fyM_wmqQs=8e}Jv|SedWgO00{%vROnBianP3#ewdx7(zRB*^}lQb6j z!NAmuWAkU$Op4)i6@&O9y@upevkG>6JWUV+lt0_l=N39&r1Z(sKsH#@fXetv?Yp2Z!CJ#KmY z)s~kFB7>8YT5S%p*oH_4?_95Qijf!+31HX)rG!UcFMi0=f`)JlOUnQ)GbrXPb6Du( z2`tS8Vpk06{v9wLfJ*wPQtF&lZGq_t#E`1y4 zHuv4&hYoG*Q+Y?H)Lg5(`7Eo^SswzpkXOvWl!Rr1L_NzMRdnTDCF+!9=46ESdX>X` ziuefJ2~BRbrtNCYg*W{KY)(dRKq(|X?b_V&)_CS_q=laUTj)kiX_zO@Lp2~*Af5tB zLcUPyhjip|iZ*$YLZXA0@9P0gym)0M1tQ5q^H;?nSbQZI&U-X zblcbGo0O!57MY|g3z(<=C9^--5izbe>2qHoE-J~xfJexHpLQ^a1_bD>4Hw=n_O0D8 z>iEi24_orK-tw-N~8&pO!hEoupIW4xG2u|g_G#wm}Etl zY(}B?H2XER35Mg`Rq$PT+XKxGnUvO{j-KQDbgsS|ZK~Y;B_6s{=GSN&ivmshpXcDc z>!KZjQ$T1G{IseumEnPrN?%L7xn4EtyWyJt&a&k+#;JGcX4rRh@GU?OTz~efjgT`$ zG0z*_9r>@(Dt?oj@w;i{z=zv%n5xdcp}x1qM)PuJ!}Ll!Qah)Z4~N{p|B}%x*TfCk zgha{zMvOoR&*H;j_E##~hD`2C;xgea9(`3cky}bL1 z=!4Z}q5{R(sCW_nE?`MIS_I2vI$}b)Hgnd8Gn2yy4Yj~ zJ~h@K>v4%{C2Xm`0uW5@V}K536=vt3(u@|bPo-x3t;o&SA-Rcfm>J=&@#!{2ge}Q8 zv>}rRl6wGuT!RXy{vBw(v3 zHU(Mv3VvozeioI~ov&}Y#U|Kz2BgU~Ltsu|bQh#%GrCM@BN`&p{fAsqN+xidq7ej5 z&8>0iVjl>; z+v~%T%Ux-c?fpZgA-02nfb7z%)>wAl>v7uhpmjhSVE_k)^()yq)YITG=J_)9mXh#@ zvwuw_xd{i5@IVlzSACV&3id*pJfb2~{V?K3NuVThyr?a4$7!-wa-EQntJ%>?r9O$9 zOn@KBIkt&8l#AELKt(k_%HVxXv8c#>_Vxc-V%LITXX;2<+c8XrJ&&@@Cs}&8qZCA! zDz(zplP>T2bjMCn5tqGVfY%lC?>2$rv z%ELFf47W;UV{L&zVPK9SVt3FRPJd)8@Ins@Zm~$ybx2=v&;Vq z^-+UD?aENmQt;W7`BQ+RU zIMbd=-M}!KtNuq{aXb}zn>$`1_|>*YD{@WrA?5n>Cv_quO^Ll6@#`WlVRm0ljq&^z zyB#N|RKezik&iNyo76p8Up2BKGp63BOhDs{K5e@({G*A{dQR&YK$19z?D8OHiR!?8 z($!Z}D+vQZng~#pux~t;>QOpEL;|EF(bp&+w}-+7UiS$jTBw6tIcb6?akkDZN_QN8 zt|kAj80_#);g7jUTX3_k%G9?nXfe4sk7+=;}_uIV%$9jN#`hmP*QISyc4tuUOyHDGV?#Fx;*4{)?w$l zm^RBaczmsIFdKdS%m0w~xvHW>dB z`B=X7^4jod1JAE_5a6^&6!FP`?GYUSmAd=e#K!lT9|xPea17H7Nq&1m?3s%YLocrD zZN@Qotq|>#OGE7|Wf)`*${DEtsCt()n#e#CUE=)_{H@!K+OOf)84B;-frdU0gE;GAm9x3(ct7^5y?&4DMq63TW2sj6+ zVg3d}YD>xW_(f*AALL=I^5bWeJgJ}^Hv;$nJt-7;j+{2p>Y(}#GzJK}#XUZ4_PB$N@D5H)Ongt6YV2~Y~@6qC7T37DzyRrq}+%Z(x9 zIFncb-rPa46I_w65 z&(8D?t=pP8moohdmrND2I@a?XuUr*^y<+3}J@*v_7cPm2XSx~LPCOSGY)_)rl=TFP zA8I{k@njq|^^MYp`>_jKhFSP{{KPNOIb{?k``m`Ce^=jzGmhYO=6vfQ7q$@T9!gur zwF&f8{)IzfZZ7cw{&A>j*9l&eUa9`tJx*%$ZZ6Exg{*5jbvVrBI5uA7AVcjELv+shI{u@}1 zC|)NNIh0gXE?5CL!Em__;o{_$di*S;Mf{zQ%@=e_CaXvc_Gejm#fVpZ{&YdQ8l*5q_k5!I}vl*QKGP4`P<#^I;&!rj{ z6GyD<<06HkBvCHh2{DHQ7|eB!rYKq=cK*MM;WJ()$ajR#zdFS+I;On)=SD}z>543d z%+1KQ<1Wbw@3o0vh-R?3NXAPMRRuD>xqBO_(PXcm-2?vqomTHU$!k6n`kCIoDy#F? zYt<*E!aSEV@FV!-Zg?ojoG+4w^96c}|U~CwoXw1IYnfq#;CD z?Fcm3;&a<8CKeu;Jv9>5`T`FgueU2qvuZ zW#A~K?ckeVfo0Y!iDSg4(+j7QZ^Rxy=EsVD@>N5Q!qHaN>|qBB0eV+2CcOP~eL_YK zro`RXgK{G0mL3qW)^eu7lTJn}j$d7aBkJTd53A8iV>S(GS~W)4*J#THG~+=Fv_}<5BSZtfWYp70uB&To8O~J83g^kVFnSXOsJn4~{ zRqqVEK<>&Wy9@!mktYY;76;u4b4W(#euCU7POtx>+6n4-9F3C``H-l}?z9OJd9qaU zG~z^_rvtR+pv7OoaCTA#pW}pho`7ImYUgn90aj+*@%B}X*l#hxw)y)KKSPLvqurus2-sI ztgwe_%*~d6>!=BqIAE1@|o9hg(6p07!x_RxxR0i1*LZe}Mz4Yuw%J*b`}<3NS^|@ z_Hr#^r+a02ZeX>1CcFh8mKPgo+>LlGB9Wh+AJ-kp8(=EFZwDm3yiWUJg@+#UHwFx$H_7j1lwliSnL#Kpj@yP~c z#*4A42;B)F3AY^P2Ue?Bv~XK$`|kh|d&+%lIjYRo?&9K0ZX)St>%?jGftba5XoNVNd=c)xNGFAeM zTv+?oJPcO8H3JrFJ&$2fJi34hCa~tUu;>;xfin;+?C@rfT<^9)Lm-!`+ zVQd7E50c*EUP&=PQg?j#OAyjH3&X>av(VZDi60Xu)66DWd3Wh^;M}kFU_4m#E|+Ia z>X;{I4Yc=;4aNFr|13EF5$6*{-@W|SmXwN9%H$^F+$7EKCycmvt~8|^spyf7^p2m| zGEn9<;y;NKqs($AeI`v6UzlLUpX*iYZGuFyyNva`w z%F1r~>yA3=fDCB6B#rqcZR<(d{Edl*60xQTXZw1o+~=DKDtR6OsV;|Q>paR`UK1Z7 zhyv|~i!>ztqP{UgkBSCHw*4qwm|RX+DBSTuH^qtu(orX8BS)PBP@M{ z*)r`}yjM+6FAe)pH5Ev=BBJSp1*Knwk4XG0dS`1L+93jm;Vi5e?Z$0;;i`lRZc90C zjIcDNj?!Q^+UR+QHQ<;BZwh*Gu77G)ruTe^c%vm*zpmUrR$V9Kjlc9NZ!Tt1t(_y^ zBeVTZF2PCqD8%Z+UmXi@fQ|xyuhP0mddV_u@$ppU)H9TyxsM_U@0LP-lS|Vgv~;92 zuteXqP%`$gmFUmvp{VE##TdaxR2f! zh?Qv*oU*EqYa5P*Pd{Iae}T8qyz(*HM%|XPD#9_z@!csCw?(K^4~(-Q=+&2&P=Y7j_5)FhGLo!U&wi<$OMK zmG&C(PT)SS7g_l8Bsu4#&4rN;-_2e+F5gUl(KSJpmAKz6UeEApWdjfyW@x<1rybTj zD*A{0;QQ^J`MQiw^3x)bMfE2P4C>BT)ON;ikFVe|Lvdd#5k;t#T<%J)f-4ik4=+xI zOwEJ1PqR7D=EqnX6{TyF+5!#TGy#s)J{4wEq#c-FyP3SfSqFBDKg48~3*9J{#jy}U#V%7a}wLcBmkD84b`v9@wI_zF_ z!fI9@W$%sGK^iUOONDw|(p(O`%PC*zJ<~N9#;Pn}`0Jg{!N_bE*MIJf)_-x*U(-wP zMLK_5n=GZ-FY-6_Jien}nrnM2SUY;CcO)xMqNG>meT^4{*4SZs#3cX*^P&oa35*GZ zpaC+Oa`;^;{<~kDIz7vIK(Yy5R%^m@o1{DVgWR)}31R0l&u=X}n73LNCJ|YgJi_yV zP_Kxf=di=hv+nCpazR(jzU?P}$ry0Ee3@e0)eh7BCgZyS9z;P>A5jcC{?Ji!A?WVD zSy~S?49rQut$_Ba33;l>De>&rVjPJoA9qI%pKX`P(&?H~-YdBh8|hm4q1$&3Nt>fJ zxr`y*(+9d_%rxB6<#U^LeRi?0uz|OX^LN9I7}B?aS?QesfEKxa*zKG0te<{8aYe7_ zscPz*mkhQHjAS%+cr9fvyWv~h{UPo7H{zdBm>6*AfZ&(KWIp*f=}3Ng--m7l2g_(t zSRV*u%utlX0GQu~a$U7lnoQUvSLA`*%noWt_HZ1+LY+!m-)gq7Ai@UfP8pH047#idb1B$1lwzu| zN|koXQH+bcdH+T`0*7j!`)^uC&sF`&xAtJGc>c`@FrBaM%Z#@IfwDhM)x}sJCxKW} zvJ-SPMAh9kzLiLP$d;ec9VpLwW&aj>07-ufrXjR};36#`j6@v#GcNffgcBJKFI=$K zz3?$OHtBEGvFm?Mqyb%4CUi>Dzgb77BtKgz4pGVNWb7ttT*n8q5N#(uAPA^ff9MHgcK%^@UhDKtX~hy(yy8yK7*CDmaeT;DPUX2d@r*y_w# z$P1lZoasne8(tl5PVOQ4h36ie*&NpI)MKMsP*qoQR z)xt4_x4X;TU-2|)s@90ousm5ve#j8{IV^eIQYeb;5l)d^ikyAqju=ZmUb zfmQlXxKy_i9ub_b{_%CutceIx>LTRU_H<+^Olj1 zoF%lfwwJT}1xBT`f^zhEPZ~3hC0F%BpH~6i+Ui(?l;+4Nm?-Pbsy&N0_v(v=*4n18 z3L6V}^vuJ>gdq_Q-mzhGsZV|0#j;fk8mHE52!AaQtXl)c=TXStL3~9yK?slQ!+_D6 zJa}JkbS114EHq~<^iIump+5h!$joH0Vp~HJJ;h?lM0e^CM~TWHBW5pQGX{(Pz5F0} zm?YbD@RuxF{KCVEevWuKx?cY;*WOpgG7&_HvC2 zQHVCy4bN8obLa=b+uHBv7dP=%edQBQ%~cEYw=f&n=Po7Mw^KR2X9)zpO(MPfGDf{H z8;gjd6SIHtJZVDVg<^JqIQp0FG3usSXMssiW%!lA$6Ggip=yRfc@7q@OR5&xJzwB-e;lTW)F8lqs5GlF@vFgG z2F~zL)9uxDGduan=K9d>yM~Tm21CYQ?G=TYX=E2W-Y~9zVudr8OekLc`T~D$q+>Ui zl?>(p=5s&|Zl@;lT)p)5zv||u7H}j!!P;pTN>)}32x^67m*wq=Y_a;DA-ZUpeN}Z1 zorFA& zMm(6=aVqy^SJAJU5!5y2b;eH{(^)p%p}9w_$FIu1DmYo`nY~A2)NTW?&n|%CU$LF(+%Ecz@lhy zoC&-D#;t|{larDAHhCRtq=JNo9Rr5u4}{K@O`;I${`@k`r03Ukom1nx@D7j^%4E0Y z@k$V+LmN$vm@An7SZMD0j3liC7ak5HTrj9=iF+om6ueDv<*@Gi;o zcUiy2{4gj2xj*Htj62r*Oq_ThwmuN7FIuuuxEA_8Ut8URLgmZ7%;*({8;aD@fDhFy@VCt>qlD29T`e6#L?4wWqUfZ|GUNa^mP(8`?=ggrp?-kTitFE~z!xHOYAs@CZ$1d{eecDe9}i?(Xyq*xBe6I28dUUY8pDSyiwy*@LfZ|2rO zrT^CR9oo~8)i8_e4nS&+9LkxZm16xe%r@~bQrqZ{O0Kj2bbNa0jLpmzSJinLrvJ9_IQn`1KB#o=M^rd8Bv&H3b2um2KwkFub93K3 zqxccE2n^;Rw~^%vr3*w@of@{oBbEdYuJhf^@N{#r2`8>p1B6ZP0>ATi6dO^N0Lt&Q zud3j!H1}O1qB`TZarhweeBfpqk9HiT?SckwN4!G>yDHP zG$bb-$DMAqg23BmfI;kmq3|IOCXwI-zd7@zrOCY0QB2qQS`MW3O*FGK7GS{VVJX|=U7u=CYey7HU36({l|FsS^w8>@aLJskZ z39+8EY_oV*e$?I?IzK-}xQJr_*Gk z?rn)L(=#QUy9@LO*e05B)Oi@k7B9567k2*=*P$_C;%vvXsz|S$OBH>Fc}$Bh(+RCs zYd%Ib`5UYkMLl0`F@x8(;(=GSF0Xx5+MxE>$M*8wCtV~MX~U&N-rw`^ZuaCMv;2Fs z>G6HbPcf$(h*tp|*!@7jZ$3THW#8z-6n;F(MeSllh^wQ%`T*S*Ho?XHH{5HW=~0cl ze%2HjW7?ToGL)X7c$Y(IUzV$*YDeM}bkti$p|x1NbiXpWXG!QPFs2TzA^n*vb_p5J zmv2QY>1DZ){aZK&1F_O%#AU*)s|P> zXB#*CgnVeu}GT$Q!bo%(}mK0CCd{_n8(QxY<702^h9z{;txFYs?9YtuYGq$lN zNs_XjBAR$~U0W`2f?yZ_5`J7j!Be<>1;rG_t&WNZlol5lVZ$k_o_yzo9UB7pK4UN+ z@fB+FPmF1rb-j-NLpkoA>Y=Jq+DQ9Aow4Au67itc50`?*nrh7v9mANT)f6YkRr_`6 ztCBokQp#a&7leKYyU*;vR`!=H_|hiX<@}Z0jT6Qb&0S%v*eZ88{Li77;B?!SDD5M< zfnc}~z$pbKL{w(g7JN=U8uJ$>KoU>J3>3jX3NNy-I3uYhi}7F!d3?>Nkw#a#PRx#8 z5}rMLuVS?o7+*4IYdOe#mC?@|am7euS$Rh(3WG=B)wyvf2TlhV_Z=L>>FViizjZf` z=bME_=irZQX=f4FvEYA$2Mt9MSbV)PJ<}@~P;YPQobC>`Xsi+jh|dT-@#VHw2k*&U zkfvH+78-k4YbGEnSLp6sT5(7miWbo#ivh8C3G(QC?iQzyJy2TGB?`!d%DivWF?%Ci zrgHCDx2)e~)^?4%9m#`T!=S)i!l1SDZ0kBvLU{HHo0_+J!32wAGB`eI9*=Y!t@AFH zmx})s1PUQ|9lYrV=8fy1RTTC17_NB_=zva6Ht!|s#t+V?n{4ua5eT{k zZl;amuGxa~_ep;^1kS)G zzGT?s(0?}bFnTQ8x5SWalL&f2&6<2bds_Bq{#MNrQb?ELunhkdJ%d7e^iK2X;3;)s>mD95KSa@BK-lR{q5RVAfuPpFVj+rrp87{OO6?tX>4GNE9f`sohFr%a5ugu z#Ya(qR|kwd{lHCIMieZq9Tm@Q)4Joms)P(^1apZ5p3PW|6vbrKu#Dnhvq%r5rFJjn z4Bi9?G4F1jvAXcFJaRLZNnHBv&lRxI3=KEHjL&T!wylXU^LniqwhDSG%|CPR*y%Y` zTb>IBP4Z&xk_XKEg$J(rTPK2Y7S|v`V_By^Z!L7^dWa>Vb6bsaz=zCd3SV7+dBdV! zSL%+zKa&`Dd)QwRHyNWgzLr3AL23ufXG;LlcA#O<^;7KbtBK=^BK3)(Uv$6F8exU< zAl28Ekyl_Q9m&c*@~ToFdL?W0lCx{;kbvTuQlx;DHK)${&l&xBHeYMi_zTjNUDh@3X3+v(UqvKyR?(HrdDj~EDTQ!*e z?%Jie@eN=j_#^XW1(JPa4WrxDsh!L>&lru?pMG09|PIIoD>^&&e_s0Mpp*mIq69tbS&+6_h)}_ zvI!v5IgOYkl%UZ>Z5cLtOMFpINV+20GuB#U4xCzf1FbSyh~`dhVBF5FIp1k533N@V z$XNAk<$4g==(#W)MCUs)nK6g-H}Vf2FRd2&T3#yGNSE(gQji``MxF$#K1lf8>d}4c zLlSr8e2&i`joVHuT+VRxk{L)xM1>pb1m!%FpzQ7YC*b2@=RSy*nL2UZF^-CZ`RfweP(M=q4XLnh{*|B|WMwtTTl@?{|XcH9sIFvNc_*L3c(HJoicXT3o|NPylL=#%FuD?#4s{3B41l|jwlVs;UvCT z$jBpuNye%B!iqsuQqg0A(JN3kxJP6ydHC(3DO=E7e;xtKf{h-lZ+;+l+mTjV6`!=_ z+M;*Klbzg|R(0P*(lU$ceUzM-FSA?B-U;ib#MH%(G!#(f6M*}Baob*SWHj6) zleS!K-7!$sPhzw_dg<-s_hgiPo2~vcov7KF?j@<}W2U*`Df3|cjQ4l^h~fZma-f?i0cGO4amxycj>ao;+;%qypi@TZ`9=<2<)`xL7@Nki zf60nqb3|$aa5a5Q{`xOjWjKlyYjS-A%po2ELSx}zmcL{R zhJbW?208MXp#ID`Sd;|(mm^O&!(XzU0$)J0r83?E1`6T-Qqhz12*9e@8q@`tq6|`2 zPiwu!?mhka>;KlN|5vY~L1hHagC5OTIHR}=4f=V#x#Fshu_m!PfslE?TKx5^q1bHt zTLlk!z?6Ou%<2GTYH_j5vp-PhF;^=VC}y>;f9>bZ^POBCc51cST9I}T`CG;(^5om} z(tvunmG*{wgTI%V^ZuNb0)l-0rTJK8T(h?1;a7Ji3oh}``uBc zZ16datAeYH=Veih4?D}_FK`xapW_NRnoY836-RDv+UHPh%X@OR(QJ3rID2IIwDDIR z5EkDx?)&qmiA|n<9tmY z;pjMDz2a)S>;41UE|7R-_`i135?TzxWVGw%lfg2`hFWrd8hQVj_2rI{`P=7e$jHIu zk?@am+wjX%e1_&O>Q2IjjZWT^jUs-x)Ov{0^}?yzIeeb$h#eYf*mPPk=2cMijd-vH zK2r*$fvsMvp8af2pPE)oQefBE<3V4ws>4Xr@cIuvDB6nJfxte#pM|u-(z2R2N&3f9 zABjrL(YyJJ-J5on7`V!Fz0Gx?x+-V*z*-Js*4=mAw?@7$4bQn(a-! zQ}QDOmwYiZmhkYZ1J{3r{(dnI_vFHopa?;wduzBTP{=tYO@WeY5`s81m0{zRgHUI zxiEBo7=n5I<7oAim6fu+k7dmVks2&#H(-UuM}7|8TRkVA1u$k4S2TgIVdRn-)lcXC zh@4aILLYSLq;l1|F_`Kc9mx-h7w`w-ftlleyzof?;MR4LTrgE0>(5Vl*BRC$58Dx* zjlm8|k~nMXGt|ptX?&c3jJN4VC;>FnUM}3hC2p9?C4p|ke^l6Efm@5}oc$Lgm z-ke(yICGGI=|*=3S-fDVPmSl*k;(IqzM{&N@_N=&i?HVz?@}0+vMAc+?u^q%&RS)> zx2$*8<4S^mM7(u!mu*&x1hIaYgEa3#bGXR?6qHx%#J{F}`mcW5CvU`|mMltwQ%;z} z;0}UPW>IQBWWwa@@3!HIjN5wG_$E1-l#FrPCISo%|IiZfb}jzdd#CTVsJ~_j7e6#r9iz9C5Ijiyw`8w-y@!jKt%Rl7Vhq`z)gPO#rGO@WK? zBGDI368x5UUexMv%Psp3hbO(vI_Y;w`-lSngq_aAr(2g^;jaInmc>3?#)* zZbiJDG^6Q|I!;m-J(B%wRF){y^c;KBZ~|(YYZY0BQ&;B>@+I%4mUFTdvr%qT%gLKK zs3?(Ft}lc%U+)0YXe#idI@Bs&US}~OCzAd<>%YxmyUT}&4->?fX?2Nexn93tJmD!) z18DRqN5(z0Nkz!$acKJ5AA=Uz>js|UwLb_MwJ|0JYs0{hELM^2}FfAl=badleE*b3_hQxg@y5(ghd)!c#{0%KC1e8HpfGx!XA;MoH0ASB8)2;`p_=MdOBqWeHm zI$9{J=`We`DZ`XxuEGdHCH~TGznnKJ#M<%;D05Wq^;}$ZjoYK_GO^LAlS%y$ihXb3 zZe%#rpBb|rL_4yr{groBa4dOM(6TlFpDnanx67ye0!#6Wgo-noER-}PC;8RO(d0}e zV85Br(G)n(X53y-`gKAqnOIV)z*R0NDqp-go|i9P*}l4WjuRY?6>qdCK zo8>{)GFjD)I29=ar7ir>rqGVZWb{x=8hKK%Mb2s10UARExgW@EUHozxpU0jC@oJ(Y za7>pkG|2n-T+Y;MHV!=F`uED8KmZ`yJ~Mm<^YUF5YE}@x%n%DemVc8x^NJamu0@sm zh{g;(W4GV#e#=WjQV4Uq8d9C|gXdm5GSr8rz zXZ3y1y?hHPXEr~yR`HTb^CsPcXR*Ce*9`jz^gR&Ffh)9RFX=GP2K zE#3r(oZzC7e>CCv?B{jF_sR(&2~FxA#f9d1+jV)uiNqSJ3dq&7S{3g3?D#;-T$1zU zw?9Hr_iMv`LJIfNcP-4##6mYB78A02)|@FbqAm-;mRV!*pl(15=Pdk>FSzHw!`le1 z^k4H->Nfo*3YOR7((eK|CW7yimY_5w$ssT5h-MdSH^+50%IW)cH+tMP?hs)a5|7Tn z&Sk9`=ZQP}o@5t(@^P-qj3jA0)IFzTxa*R)=ypu&PpFQ(ro&qBli-59- z-oo2F@lsGiF$pQ1-gfgkS!W2FY1F7N-xqr0k_mvd7*^Y5C=^AUtRrip-bILfEL{df z!6;zu)^1Lu{h7`)?zw2H|K*=o{Eyxw1SVe^CJ<&w_bxEkmb7O=;e|N6Wv>mJ>?%A_ zV$1U2D-KQr5p^*9+Qt_gJ0QImgy-p6zF!Nav^!Ua|1#+qV%3W)U|)MLP3E&2a)X{k3^RxgZ3lH6AH#o016r~Jkihj8-V-39I-<*E~ ze_NSm9PC~fPzL2%AP005$D%lnFN!vZ&%&H3F1nwt0A@6p=c3t0*R<5J{fw$abBpdv zpVEJOK!1XnNt1D~J2f+=d$EGO=6^=GpL6B>Y|)Nq@ZZRD_ZTHEmwRBI*W!C7UL!|p zS|HdsNLL-nDSu3pOXR9<1bAi7l;X?2JI!_=inrxUF+=RowoxHDylioK{)nC<`6=Tz zgc@R(&es+{0?k6RTN>bW!~c@``UfOfq#P4sb3A9{B%o3JnQf7y9@|w?>}a`)B?d=*OatNnY=KrF4>P=GQB&&_gqfYZlM8`_II7 z9^gR?F`Z&k|GLdA6)!lHi|#Iz(0c3|J~~i1?QFYv6pQ723v5{Ur*jX^7@;Ro`Kd1# z$>wfBYeR*k{n{eM&KiXl>++M@#FFkpogtT`lplq5KFq($Wnuz3yZyPAHxJ8?o$L$w zvwt$Z=%E;#CBlbcVtO;vnv2JLOOnDKdk(FoX&qi;9S+G;*-{<36hH!z62{b5U-c2a zUVv?DkOuriIV}brnyWtTIqM>5lWt^mMSIRjw zyanO{%SYD=Qzn$F={noyr&{@pgZ&raH zt|zt)S%{@WJ3FESN5s}@INQ}Zi89isZ~IGz2XL7>AVJcjJ> zJlTD6C@7~;VcOe9d$3l@n>iDMiv+Qpk{1&}XDS{2Aa=Xe2=NG(FOMEk@jqoDqkRcV zCeR(|DqiQ3SnPwDM!y?5*3O19p@-yvc6?9WJG!+LnQIu*j;2*jLugriT~(C+nK;Mb z`8`W}QtKa^v~o^6z%sx8GOv{ra(P0grNE$dL(z^RnnIk6=BrKoq}GjSnX#ARWLD7> z|HOyJPm*cp9^(|qv~Ik_D*?Sb=hJ^elvKz>qHp{LJohqMFT}lzo(_@m3;P#fxtUA} zw4H`*DQGZsfB}9ytHLtXZ_Ab#RAxTMhfJBf6 zV$tmy_Y?{WYAv0CIMT*pJDQ+Go{YduFTq!0?!A7YLfGv^(0cV}2Fa<8wJe~5;-^!d zAo#(yQ8fyrP2d#A5K)64UsgT5Fr2sBERc8VFLkRYzg5ZKuhdKxBuWwN;NfVTV(4aL z=D8OH60%z5)io6fzZGnSHmPzc?2~Kefua^T=uAx@Vf#qGDW|fH#LUopIYmoN69-{> z2RXTCnY{)Q)>{F=U-=ghN>=d&3S341I-07cFnh?H_MKLQX*Akiq*S_nS&FFfO60Ao zo4xcVj{u)aM!J@wZ-i_?vI80f-V{^&yw20^3qVgTQ@6a9(_RSz2#9oN4+_Zd~bTX;4I3UH@UkrPV+#e=_5*3#|dYJ1UN8> zSjI-wTe3OUr$TFgQ=D_>Ze|>hbq84if-(Ms+q!QK1(ZeeXBY0vzxpsT0Sopz@(MiT z%YCf$V6jtgv+&yjCXJysGWz$zoqP_Rv6pvbM$yr-qaVn$$ZnCj4ZRWEF7(40pJ!}$ zuu~Hz8+mWx(_4_kFj~W@&^)2N7bX5_Q6Z#9t`PpsQ)>HykwfzF#%%+0Y97soMT_GR zS*5{z|LG4-iN{VWn?5hZtEIAqhmM24&ioE;m5IhCH;zia8eY2SAtUKu0x1*x zqgGW_Kt^l1la*Eshd13jsvyv2?)($d-DBX4V!$zO5^a%1bIXnb2rB;X*NTu7|Fp<9 zVRT^3`d|&W{;EMHW`wn($dWhso%cH*DNCr}X$%Oh=+vLHiP1zS%+`?T)HRMcx!%^! zmwNN`(MzR09I>3VX@ebdR+O)1YpBYm8U~$8OnKlB`cou=hs3w4LsXdFHxMnT6EX?u`>F#%!FHa5Z#C& zg<@U{CPN7CqpyW>o5-2jplI(qG%cx^O{f+{rp-fI8sGxUQzK1VP^N_9`y$&_EXAAASb2b0w1KsRQ z54;*4Zm@TGY@ka@bncM8Zs^-Y2I>FYrsh?t_&K*x1?f>~N)?b^ zq9Pz51dv`;nh*g2=^;@NP+FvS5a}gEYUq&~>CzH*E&Lj0fK&8#)EX4aYuuDGF` zyyt!Pv-fBB7O?REqDN9+A@#IduqZ4?PzNY-zO;E`lC8g`A-2v{CBMlQV3^z%-O7n# zwYTbtDyOt(poD5w7A9!o;w}sL>G-o>|B@QC=Zm zMGd**e&{A*LW}%+wnDH?_)F$4^(KVP=GoiIXjO8x!(8)k&(DNd=s|_LlU2r~XPrp< zi9mB@$Ug3B<4dv`ydWd3KvPI(;|Pj*Tf%@oca{ga51{8?y{LVUuof!q3nrP2^RUHg zx9l2~mHnE8C{aIJ>J}^4^Y|Na7J0y}+Y0iY=NdfqgUQrvEiFa+mNt}ZcjJn3>oO87 zj#y%Rm`&!^R6W!0@V(n#}oJe@G6(Y-9vAck4%m?1fKDDy&xAnNrECA-R_^S-=K{d z=G`b#p#&!Eb-v5 zd|JI!a3g6tGp*blsj~Ea&hb+ENr9+b`WRQaY0>%}R;@oo} za`tOX0(;W#y@^NeJD$5kHKpPzqxSS49jrZ^%enb<)r21o z+XwnHNvGZPdmXuiU^=B%`8v;Om`g>a?$7x>=s@v?Y zpHEB_G(A=6l(U(3xETgy1yW?cvYiH`Bo*vYv!blZYo*NE1eWc8b2}#%Hk-a?@m^FJ z&)u7D)3)pOrl5Y=d4U%DoWf6v)ZfHWcW)Ua9p#8^h{jL&*s|N~P`$FUyDHA+Jx^Y| z_bxdRuY1(USSuYx!&=|E93FbfL%yV7cb;R51>u=egpkH^Gcf4O-~{^`lu#P;s-l5`rIG%A1&7(gmHErRU55 zJjlF0JDQO23QD6VkmC)3h&x`z9*C3p}4ZkvTAi#hMm8gWZ(5v+lr_vJVjdik3txG z$m2CT%bzART%j*t9VfFvsYV3Pk#!%YyM(=Upq7v%;oeH!DO04!KvCNcX&NN(n$M;*WCeHMtQOzLrvg0 z^$L8w_}3g`W2eWb;h(qia~KQ^H=li&mZm=YI1ly?P(Ei0rt)t5qnVh!;njmqIyo8s z^T>C(?{&&C=H&CbdXC?!O&>3;bib18WTj|I_ku{1MP~IGhwDUUcvRIhD=XV&+M{!! zkiLDiweN=Fu$ybp3AqhJgSYA%08djB(sP~I;vj`Cu#00VKZ^%^t$bHAbxa&*z+W?4 zzaQ;p9z`VdU1;_eM56A2SMlkK%Uf7;Cq;ix16s)awX^QoagF=i_Fl#YOm7udhnwKm-7*-2Gr8bc zj}!xnZoX|=`3L1^%T}3|Rp0YlaO2TC6@*ILj6`V@Xf5#8y!h?vZ&5-2Xo_Ipne_2Z zVZY(xsY_D=?beZ!ft#y+tmkjvSGrifCZ`?_(2#0o=pzhzeI#A(GUkWyF6D88o|D|n z6TL7l=QWuMCbl`<1MJiNocP9^-|%~6m^MSBC?BwidKn0vQsQ*ElK3*|T7}N1-x958 z54$EFe|R&4$9%P-7b=_4bWPslN1F zz4EkEAHn7|*c+_REwv{(_5F>#ixyuDUY#nG8ch>ucI1vQ4RP8YJNZS7y82MnvwnCn zbYk2#gvC}r1jkk)%iwtJ;2?78B*{v8Sl)u3M$Py!MYKN|`QgBD~hz%eF^fps|lv z_RdFGHZkegiHQ3oD$u+)iD=b#Vl|zJ)bP$3^zbgHsKJU*@aYNA7nqs=a^b3&61ezD zhxMdBCcx>!@zf*uj~JVh*8wK6)X}VRjW+BgearB=iqzltyL|TN9s75+8;rMl?ye$L zJAC)&r#KUiw7Y=AZSbgQ0=IewpM>8U@jiv$9Ue&b1$K%cl*tGd8g;!^A8l5=7-=O6 z!;%9KEqA5=(Tw$2l0O<)Zt^hIdx%!QSRD8s!1p^4f3k+qI<0~|zyMDk=oN;IU3&Ko zi81O$aeQ%2RxAMM=qpK;Yc}ibJ-6#?vx`!19u?AkQ7CJxykc5NZUg3+xE8I zW$jqiM*z0YuShW(A~-Ur7HE8nPMd*IOPhLienCQ7SUdIogP-9W^8c4T2w1x^V(0k( zR+5^s|KOZYmw1$oLIRVjuJkY^?_Gvz?-eg@VVMsB?XsW>l!7}#*NkH{Gq?Ooon2u& zo_Q~@_w*{twmbSG6H(>4HLGHkOTkWx1QMcEDPsB!Bi=oAE)Q7F=*x8^?QI%XmdM6m0J9Jo*7$k- zsB8l{>-d~1U^GU%Lx+CmpVeBDWPF;1zePsF#+wy$3(R8fL7wEV5n*x5-U{*kWo0XiCxm590cxYMjF)%MiwH85#`FcRr^ zMrZ{}M|Y8UFujtLpKS>&HE^q??>A_Jlg2|?ct@Gns*=c)#l0LdBAYn;z%EwsdalX0 z6#aPTI_aD-mKSw$g2f`4RrtJV&B*WrEe?x|&A>J-_-pg+b*lXNHy5Rse}VMDozeU6 z_;J0wNy2w2-T(}^GmFi|j(8o;{&yup55JSl*UDS>-d5S_&!WmG(T&0-y3k~yc^>g` zTTpv=r>rV1%9zbFU zOozED)iK8xZNb!fHScgWdwx@{Acb)62iq^0G)PeL(-~ivA%dZ#r5Q3_E9d0f(Gl8f zj}R$BF|ot2R+fIdOBcL3z*~;~ZV_WXbBoxSH`g$l+V7yBUggpa9x>s5e?PH&Ff;Lv zL;~2`KW9tZn~NJOYq^@Ia~<30*03KL$tc{@%nl0}ro6p51Ehb$Y4*o!-K+|*LrpyW z%UYDu0v|Riv$d6$t61;Jx^X1oF;D2vsmqqGyyTVd0tE!WXj;VSb^B1`P z6^p3NUR7j(OKl3M`Rs#|d}iJg2Uu3AjPW`PESlPLiQ{0*-BTBWMWJ0xH%k(N z?!-E=@ao65FNU82g(X?roGJzGVj=SjC>bq?-11wH&2E5qDK-iOLMtHc#4#%QV)G2H{Ak@qjcs!J+rgMzaq`#B0NJ9m+4-z-x_QJG zCAm~1`uX3UmoMIY7O7!FB=q5T?18+Q|*p3(=l_*ZhXr@}&3q zDil$n%TygmmxE||u5>Hlb(EJ|$;9+8_Ak%M=y|$*t^;Mkxg^NK5jNsS^n%>PjQkZN zF6tibu-u}`EXvkgHw?FcZ zaCBtuy7`|Eo|j=?@6y7@;aoA*^!CFrH4acE5SL^%a-GBx(Ln7ACE)xQ5VVJIQ*kQ% zv9s;0l9p@x@~ri!`b12+cNg{67Q(z!E`$$OqxhgC4Ax_M0=#&-1hJD8n*_c3k-E(h zyvqvUfWFpOHyZ71uXnIWYp`hWTe1EiJWnNu8VD6~(JNQU|B-lUhXM4IQQ0E}HXE?hY^iFQWWp7q`kTiPNv_2F@!n3bXILk*s**Z`_KGpAC=rr?O=8 zRcVK-VJ=Qux#@WgD$S<;26AnYq{WDbEUy zFA}e{en(%%EdHCMpIi&7VSx4B@nl+GWRT`PlOMQh2ekzxN!#ned!UFyGZAVb_W4&~e?G+Jlw|7~X0EM7l&tnYe$R!o`EpGyE+!ddpEvLqrTL^PM; z@Yq*yd0%JFtWV}~*6PJMI^Sj4=)WwUnk<*bxWFZQQqL@Fx)}w=^R2Y6%oTareC?k) z(`)ja31tJ%Pki5l4k`WW-`&)VR$kZW$y$D)(es49L0CJ}sYyYP@f}US8g01ck{1dQ z*39O{PTJHQN}}47#qv_um8dD%!fSFJ7`s3-Kyf1hiktQ(qUK7Xk{a4sXC6rpmKhRJ zu{$BXml^!d;>#-t);jkkX_D_afv>=>7OcTJQfw=S-xxl(YXft|YIt~f?piW!MZTwi z_6}YQZrL(Vtp5s3mFA+!iJ@$+WB=O}mV8sukl?pzo%eW+A~^oHrHujP1s%+i`f4lT;e|7bd!AP!Tn z9xgaxTq0O2ciXNFR;L)QRvNP%h~!SJ*}iF^!w#V)b!q_+uuR0EEUIjnzH4*cyv9VL zd+O2Q#kx)T+dk*cTiTz^y4bY@^<6`mckyMDQ$>~%Ek{RXK3aHlf&Hb^_`R#jLKK2? zLE@4(3-aN>gQh6q6xi|vSRqH8mf>u~*3jwI@@e2kV}%{1?{xHeZ3$zdm+FS+WRrs7 z)WdRySXZ|OUGHg&SLxQ@qJJupk0Z~sD2ik)iqL2y{{mEQ2M8qIuj5_CAm(G39O%*s z2eV{5YFGX0Rv@v>a4)(HCGw~|v31vVqzMCd$2H6GmS4f_O|uagRaQ!O*L+WkW`1}6Wr}Di*cHfS<6o!(|8xCvBv}z zIylI&9p%qmAQ7#QzZouyGgGYpZs%KeVlEnAvb%wmRhcq+rZl9#V`$sQf9nu9tTV{G zFsZ$r45)bYV@@zLl(4~JQxo)el9qDq$LH-h!UR@NiD}QL4FSwAj&Ach3Iy$;w~>C{ zHS0BU)Qo|V6|5wTsZ=N1%A)U2 zPs8-rZKOomPpwL~KC(_JlnHI91)Fiee`sDv$}*oWxBu>+8tkjSWYF>1TA6H1?aX92 zucWeA`8swa3g5F6wGZU@>{-wi&CNM>#LW=EzZJnY*|~G1yYqxSQ0JZ&(MRKef&3cY zHN$rv)hx4N%|PVh>w4d*t@x`poO%(id7B)aQ;wF5R?6}}2i~DUJ@5_=#5RO1xnW+N zk&2C=a9&E9ct42VjJUD|D#!v zd2mJJw8I>OS$w=ET6=<`*H-fEfU;$L@vdne&31A5jN9LY)Kv8gt50-dB3~}wtEur* z7S%zikyWYOO-8-HY<2-Ggfm!D^Z0jTwr`%bw>;l{a z>b)T4%}+x|mq!jsuFT)eUMc(g;|ZbFiNj@$by7>+V*@8TZV!?>GRl$yk2$jpl^*qd zd@xV=ur?LGO#2a>D6Fc1XGrt&h_wZiw%_nMrwp%SItOboXO(BhM?Xu8OT)Ya2$GQ% zh4zZUA3LmutJy!Uc5}}Z`x{H{OCwY8V{vzS2>7bEA2vx$NjZ~%cGOaRPH+8cQ`+6(tzN?JDW7cy#)z&Da!2pHaF3M zNsyEi^(dmhsQPQdotIk>gPDXig*)FKr}bQk)xbDCV!C_N7u}ZziQuSC@1A{!NV>ap zM3=e_lO;djWVP1P^q$e0_rY9N_YVl4JC=%T8mI_S(D7)o7zAZA`*OCb@T=FSJ^fqe zYP0MZ+bZD5v+CmOh64xxB?)%o42PN#6s?FmNsC!m`<$uT8hrMC@~2_`D;;xh4B!(pXBNO5eL&G@+v}KL z)>Kp;KCrO)LqssxARK?9Exgw^ls9XJq}?hhr5*Fi?vv}5T;6^8FS>i`rR7$!wJ04~ zBPj1k7psSfvPwdWdPOXlu0S8B?(dye>?iS$#$RmexGY#}l=8j7qBrtzHP0_Usq8=7 zX->ZwS);?Uu$OqFuoQZ)je=?~SO41^JQ?|$0dGz%V1b08MmOp;`MC%1M^wNNeB)4E zh%Zhv@trnP-F=4N;ai8(-m(+60BN&!zf>N!ipQuo+Mk?8y~@9LOLN4_snMy_9OvbEJycX0*jKR5Hr)ly^glW5 zfEoSp_0%Ks4^2AZWqnQb6aqGFWJaKyiCBhrDLxj5!eTJ|0ZmJQ;Yc z+~y|)XDEHt__RpMT`LA}Co;sas+CuX}BCpgs%^BW= z7A{-;an@AXUDRKdepgA0YrZaVKg(tE=5HlPm)eec3*w?N3)uG+CaS)NER#DmM4oq>jN9_ z>p(SBi`L&?0Ur08f50;9{UEWi!-B{cu!68P-j2AUN;6^=oFrFk2XLH zoYd({FE^M88b$87`t}Ps>@~F~E>U;X-O?^J5Cn^z)AVb)>dL=sTt;+O;5xgM_#fQS z8hVBmdwN=rch8@}!LP{4E4~$nXG9O-$f|9!Hy;_M%1b2BUa1#V>}2&3Uw+Z&_K+q% z-WG(^S^;<(aZia`7A|h0E3uMBImVnL4)G+&X>iIHW<( z)^=h6zcRA@36(KfPdl*qGS){^?)8v&*QVu=YT%EWH*vlCK)YKW-{KfY9bJ^@>NU&@ zeC5Rtmi7TAyaf+jBL#I(eP&)vlG0`}7^Q~KQCP2v^^fovKK9?PjWLuu%I5AVGWgvQBG{%H5z&0rnU^g4Dt5omeZ|~L zB9@)5M%QFG80kz#&e3g~WyAlP^N6yIZR!=u%G{Lg%`7b-B^{xAlXqn7gB^d_IFIa^ zL{~G>kWvZ8L#}o;jg=oZHpZqmmSRIsb`R>6vI%u$=c)l zSny*kM=AP4Lui*kOej-N(75#KLaec4Ql!qvtLW8n1RZwn2PXAS6122El-Zn zSN-&yU%LLVq^&&wE?`F`8|aYPYIF#d-=ed`ha1&)VgJRGKELW;x1uL<)*p>mb7XFv z6IQAAh;QHu*Wksw2Nut2Fv_VCpR@9O-6G(ZNZ5HxH2)8mXQT41$1KN&cl2j)&4QXN z^*5X_tmV^1nk=R~@+|WUk`taj)|>k>?aQ?=t;VE25R((=wxO2j(E~nA?WN$_8yD8C z_}rkyZOt+^$=*r?EJf`+y^0B>-p60+Zu#i2qL1uDKlU(!Ut2(QU9&{xAIxJo^81Hd4*85LL_#)F+pH%ME@uLWN zl$pi#7nHt_HK|RBO-z3VyKsA%YDQd8E6BAE@!Ywkls{qA;eG7NXWUmN6?kE*Y+ll5l-WEjfbE?gX-)a6se9_jMidh2n0xHK86@pG~ zNBNFP55MXG(F-#YWI^Drp$HH_+lkIQT;s8}>H1M@Ej8h|c%W z*Yz0Z2~-DN%ZN}BR&2MH zXdvRTUd7h(0VQ3LrLx}2msL@uJQ(ww)hl!U=X=ivpIrS%lNhy+CR_?9aoPJVy2~O> z?2w-HVTRc~grY^8Ds)s*C+LcLQSm+96;DWjFjS>p$&PXmDuSjpHZ9maHCl~L#LOhcNScR$00J^^|>4d6hl z5Ud^A-kytE4*2%$lA1_A#1O~q5momtK$m0sOn#|cW03_OE( zgb(9>4?&zGSlZogf3aO*D?u=s_SygE#PW!aCt+l|&Fw=PdqP?zV~I`La9sSf>(24D zy1=wl|4f@jNEnr!)G@!U+SV*N_}(kR$&<6g^M;7jw8gIY2=gn71W6|kCN^|$2qpz} z%wPAO714W=M#Hn@rLrnrhccVoG;uj#a~-*DcBkl&&yd49Byj#DD!0~*m%0ZUYHkoL zd5}LjoV{PY+t)M5O7WZT6YQK}sU3uA=1n@AyDYHfg)T_&x#qrJRA#DeVL4?WhEcBy zFIpfc#M@KB!6=tEd!@2G_95Hn{p}LidsqJUYV9k0?0~nEzAY!U9mvc|Ep0tAnF>@O zq)n2pK1V>cOTMwySOi@3Cyd)4uH%u9$Jgu+sv!v51H?R7_l)y5CiAI1=wiQnlkLL?Uv8=kdPYZg^(m?6XMR@M`muRuTBG)HK<>ef zUu$DW?BEQ)0o*K!|D+WhMZKBv@tkL}^=z@=O!+t~evGu}f72*wgodffx7t}2xx`uv-t;@8yzfwFUfEX}89zFj=m9S(=ny1#C0=dHRB2GYW zCZ;|Y{YUd3W98=!+W~5bS^f8&=6z~`%_(SV;Br0Y6p`ULZSDxxI&o1w{*Tn;(2%>w z+7wNSvN)CY^gr1`5(QPKkI|P%;mXa4k+Xj|`ns7MOhz|F=cp^b6nrgYq?hl~pq<@quotl1Tms4$7TLKs-}e8#%Vl6babP^^9ljR%-roJm1n}Yh`&9kG&rd4B z|BD`&`ZY@fLM%0Z^bYk*p!p~M@k#2OLYZ%;#JY_VqD5)Tdx8|YNgm)b#aViuL)XWK z`!bB`f%=P5rUv>f@o&9?A-z`bp!RORm&8O@$PkI$O$Lk0l52^4q1kj9v0y4QxCeYYi`E%`N!LDEAQa) zzAmhf@|_P!$LiNG>>A^WMeJ$7)Ow{B(i(m+z8kQYeA>#<0c_^-BVvjq1@$6%A2{r?#? z?`-XBuHqX(owFEB*vB|NeySM(0cVJAmzMEl%6ClH2D}91jRRi1Pz2(?Af+Ge`Dv0Cz6iowu0^RizX(T3pipn zZZVt-A1FVb@pqiSs)FY#&dU03{hnaE=a+btL@2&SQc+fDR+Ts@$;w_TNxIh9I|-$Y zG|o%R7?`GP^r6Bo0x*yof{0UQWG;VH;*@bNvmaCk6a2cUz)8}p^pNW{`J}YV6&9VP2v(=fGd(Z_qJZ-!l_SPH z4aH*V?8#-L>{H6n)xFvRCJzf972&J>b&J@QcaJxilyO}C|7fzz3kmw2lRhlU2NQMl zSb!E99Fb?g+2%zN`sq9Gb$>?pRG#+3I*CvqRIKo4E}F;9&gxU9aP|K0J=Z6sHKN!nN3d2--tK}e6+ zO34X3=1fG^yMse|f0Fi+hp)1-a4dpp%GXWbA<7!+$C>Y^wYx(zVWztauts!OuIEoT zZV&M0IR^I@&(GE$2C{FMw6^B@nLn!9Mx5VHobG%?L$1a+l>}qlXHcgAUrLn0^xM6u zibu;D(<)g}uYygJv{JsbkdSYh0 zHk`Y>%i)O1vGjv@@%z-ybmZ+d9ZRc#E}Ld{Y(3=Y7_FMVxMZK!XHaI)qw%Z7r5*2U4DW~{Yx$XYW$oWK zEH)Z7QDv#n24u5-^wf&Q4t`lIX@oI^L4Mia{6NH(bL~(DfZ+}3D=kWVevN7)nNTb z(c+HMca@J@<$2R2;@wj03?4n@Zb5fINJ4a5M~-Ag_~==6V#2kSpPTMwCH6OwiOlz2 z|51s|1zMj%;JGk)(zsL6dd$}qt74i?KiXLe^q_=F|Bxs!fJ0P;CPAI<_nxW5m+N+W zhB*j2ozZ|5_A6j^#f#iE(EYI!kF(UmGTfhdeYHR!`1Su)iq0aM5I>PH<$b)@<*wAr z!V3`S;>Ip?Ngs;00X#%xC*<4NOOwC8Z~!*)o~=LU!#xMO=D%!6+?67=rl^NQ>4!me z2Pl>^#GWekzukFo*u=}5z8joKW@m#!$&h%Q6Z@fFtu4~P?~rAUM;ti$HDGs%Wx;&j z{@g3UGAb4koS3PCb%8lGuRwL64c5k2D}CYAt{Qyz0ov`n8vB+3ajZc6@@V>{G=ynG zEh_Zqw@SD|=Vn|rj&R9yOX*pi{hd2KypMqEs0LnhaRHF9C_WcxwtE?bV{G8E9x0^IodK6vh4=2-^NX>e~atw*MFF7Xo@{GdkmiB(Z(`%K|T5+zFzlZAn=}@5n@}=8779ItZ~jdLPc*VyalJy2U%fM{tb@X z^sMubomxXTuu-mN6vuZfQK|B`92gB(LAnXc^S`PebZh5qz|LQmIgtz2OumTERSaf_ zPQKSKp1Z6Juhzirw-v1oKb5y-;_G;dS;r8g|B%bqHX{k z2rIVH9?nL?Bm4Hx^kFC-GonN1ZkuO6ewz=!!8qzRkJE*=dtpH{&MonvhZc7ii&!>i zS(Om<<9&kZKjyaC$(@Z1(JOuaZ2pz0Fx=necoY7mFil`)kdl&;=;GUVs?xWjD|1@2 z79UZPgN(bfv(y(YL%o`1pz5*6kdPSgI*ZRDq z`tAYmZ}YvZuep18G*?d?C#*vJB&o?k-{8%wSsiVQ%!AyG!3`PxF0P!O_maQXpyo4M ze^iJ{AF0&~)^x-+l7~Cjc!0xV)*RYk$jcXvGJe5s7e(Oz{EtQn9}@%Qp+t(Xytx%4 zi8IS)DR4bamRVoO!tEIIEpJof3n!|9M`(U%K5mn$qoV8=YtNrjODlK!Zl%0??SPxE zV>0N>%RzAQYD1)@C76Pp+?^-rj7Om#B7YGkbaB z1T^i%%ObA!?APuCi;*V3E1v)T)7@9Wlmha>Q+2wSES$CwWe`tPeY!Gcc5sv zfJ@rt4#Il1L`1lH@YF1KGbxp?*&fyY{g?c2B~WV<^cX>EDT0D;Rw>_~Pq1yOf03JF znLjen3$MLWt4;zf^3|n+Noug?eYCd&>pzxWpriXD@@7PyWOaLf#~)6~EF0 zb$LCF~R`b?=(7@L21q?}JQVpS$5bKQGI+3 zwFYe1EI=K>H*@0;@zL{qp$jro20FiQm=Jf*j4@#dsEgRfxLH|(=Ty4qx=o@d9A6aZ zTH?nrEO}z-Zn%Se|KHZaBzMzD?#I)bRrZq;v@CmA;mR_tvmc!QBUqcN1RvvI{5BW( zEFj`fH;z8GZh%di)IoGy=s0QTb|9v{;*PLXig~UW)E-I3pLC!nZkdx}n5$!=P|=9d z5=S51{Kn25NJ>1s$?47BRP&Jz!0egn`Nf!oedR;CfuK`9chc{***aIdH|ODb&t{QK24}A0Q>SyQo&K|F%nTl}rJSIn789~R zYU~2;sa;dALZAU|oB(!Rm4K-gmBB=Ua2(BjIFQDY3t}NXIRo5-+kNKq|A1ZeVuC-N;zfj=g?R4q1Zsrd12q97fYf0BYuv4Kz}fuIv_CqJhiv4 z961wF+9@4SA5?nsar%|_ZXzUM?C==3Y4zCT)CyOoXp-IoD`B^m{h%=n;5dZV9*ZKj zy<27M4|p%wwe$x9ThjyLA$ED;G*iIq3t2zXVuBS15|GGqF0E zG?|Nkl>S6G@@ygr#FD|;qAuGyQ(N|>fR$e`kG?OBA=p4yRk1)U$9}PDs*Dmpw@$!1 zL*sdpAn(Nz>BXDgJIZHXWgg^(l`tRI2!ZVDvQIwQiUvhZ86Ax#nq7*i$V`@>uSI)` zw=2XqZR5j=w00D-)Zv|=JJ|B0(?+l-uV~Zizy${~Y6{?A@-Hu-a&-2$_0uy)PcgZ^ zKV9gJFj!1lPv-P!i**hi7!~MOMjd38g7@Fa(gYoR;QmoylRbJ;0z=(IT&&Ou(C4}9K#CzPcH`;O3>-}r` zs;Ezci&g)l3(|9*{U@)wM55|7*&1$5#lS+FNZ|%&=RtuFEL~2WwFGOK;tS7R0A+gF1X&Ac{n_ww(-3@ z0ZW__-WLOh`{N?2eBq;|&Pn=nv|Je7d4zdBp$+Wgyc&l=FWN8}NJXaG|2-FCE7TJD zFrJl@bpt4+L-Ej+hXw?SzZ{hg^6j~gW2b0>yPG9Q4dmxpUo#)oj*1*k28#D7Ca_?b zcOYDZWQcE@FsHrY-izWP%hG^mBkQdX9tiWEgo+IBQREXM=xaU^A97seDiFJF61!s- zs%S^Jl}oD8;nXwU?@iqQHB;Bd1UnnGQe3#46_WYN&&!QV(#zPrVKb5-UIq);^G@8~ zid{H8Nu0p?$PW~tn?9WD!th^Qk@3C1iu%t2SN}HOB;maFsDAwAQD%9nRWH1MD1SRT z^FcL0CN&lWQhspD47A^LI^OEvJ@y?nSB;C+yp-jt2D3$w4K<`GI^4P2*M9x+o}d}X z^Pk2S^0M*8<)+h9ZP(MJEKH7Nn@TQk?3gL3vk ziCxch>8YTab-d9O+fCb9ExC}@vu>$UP9(IMUrUHHigq$weXnJPRY~aD1XaT`XeMpn z`1qPAS{pMjot>bZ=7oCZzYQxH$x#fH!<{1CD|R5s+kE@F%1lE!u{IAq`t}zEfsfx= z$!eg@aXRrzvDy1=7Z;<>3lnzkKwY5L>X8ixsj_|f%S6<$NZ3yP4frP$7p1b2S=B_p zDCzRUQ2-7u^6{rm$1|)!hnQK3|3Ju~FCqi|U)& zV;f|NimZYMWf7_*cQ?BpzMd84=&QR{BOVr%mrF%y(t9~G6n?TQDd#w5ZyVVrer*jC z*H&yTFiq+4_`Pg+p|$WXSKI_v7x5NB;wO9o@D72D1Y@Eas^D9r{e8Mv?JqaY$Koi= z*>gaBc7NbyUq{Lf#9Sg$85`c{^w|5rx#p%omUHr@NntUw-&?v8S*kW(6fM$tuJ1+G zFA$cQ+&1P(^;3CZ)IUa-^hlEQ3VJR#=Z`tNHW+OmL~9m&DJrZatoDY zx!0u-FTj>y(WOsrpZho&OIOHp$~%O$%Omn-K1$tic@lxFvA4ej19nC3>oy74YVlT0 zm8&o)zDfsmY!pB64oAv{#Y>Mz=JYsmop#=dODsNg%&ZJ4bWGwF)^3@(J)&}#R0$dU znC4SIQvDD=GsC~JgS&{e28?(%Bmt(j*&v=P7&qp18TbRD^vD~unA;tgUab6!;UBak zON1nYpWkqwdy3ztEe(o}le#?JLsn-h(7P&-Z1hA{bk?4R+ZP0zZK{i8_hzgAmz4Wf z3Xo~Xkdc>;sAcj7VPuv~R6f^(eiMXDwrbfB{*N*FqiAp;2cZWs{>8)r%YQWKMywU4w@ZXwZ7EOOtzjP?_oKHqtnK1_6BiBYO}pnIoX8oK zS!(g*UViZLw3alk=X+n=r1T<)6E4y*&#C@vc*%Ga#P$(P+);*LtKF&W=lP9Rc@J!A zRHZ)1YTf}`|5x^Bxgy?;HZ@@Slb8_0ZHMHxO#WjW7; zJ>=E#;mJlxveXREz3$zPzDnH)9?1+W+4mNoz~RpFvc@|r`AZELYCn4ukCgD1^-cI9 zDNAchZFl#FJzczs4ip`)*ZZu?eP-+9T%^YH2m61cn`TeBAsw^d6jryHh+4arqwG7? z%I2?&I1Vi{ia3}6@c=(d62NSkxR6C)_d-wfLS>1LUwJim^Ck~0ve``mUKs>HeD)&8 z?z|ZG+MNI-g5&y9sC1f5kb!E5NO3Q=kcFId%ah7-IHV=99R4>lf-!&jTV~nuKN^`A zB{%?R?wsk=7T$aIg($~;>Kr`?^f*#w?&uTO@ z4xjt}7vOi-aDG73aV7FC5ZKp402%-FCzomTXQB^jXgew1>kUR{~uxFax zNyx=o*oAq;D0Rq;?vDsx$Q2VH+;&_RXNu3p$Jm&1R*&w`)9twN(=ho+}-n+k_c~!MYVzLUWS1x_Ds2 z7iN(2Ws1Mv8+@ zS0^4THS<#vzsdj=w1Z`rJo`JP%_((-n+AAs6|OVhPcJ-8%HHntLNHf_4tsgKL{v|r ziErz~h5ytqE*tLxYtrf@BmdP*3!zC<9jTi>dzCwDAdqa3~&F&Tcd>}8u@};1xNZcPY&1-k7OGN-HbJ=`o^INt*;Fxo z=A6fLoO^273v-z;@IC)Wb5r&%asU+aVa4z`>(5Tlh8t5#=dfAOi09N7P#9Wkpm7xc z$lw2MV-g<{;z3CY4?`KJ8JQAx8Jnv=BNlkz#`MvRhovQ0<{bxiN(sC1i=oGp3U$)I z=@<;rO3!aEo4OpA>8@HhG4*6-I5$oN*9xCGhIbI`iyf%h3yHL$ zxf(o*^t$-|Z5@Zq8QBgc)>0-^4z}C5|pSt^#)OSq2Y!qV~mGpq# z^X{R_(SAow^^(}KJp^VuPYXPtBmmL@r2PWRWwR4OK>l-(2+-*+^h&8rq(D1}#T03y64|x|s zQK|RW5X?txgRt6_xIX&zOvq;HvVw^dk!*%EC#3}NfhAj6Mb5sMFA%c<)wsn^K#-7l?6$8cA_)WwMjw z%Z-5rf z*jj~#Etoz%O;cv#B0fC=jr;mLci%Z0p_u$H`!M$f%#3i%xCS(+W*n+0{N29Y_4q^U zo2Jinua=j>Xh&`Ymdu;IeaHW9$yh_RIwAC041pJqEoQK7PkiXwsS$PGE&eo;Mt#;D0NI`IG3NK)>}S&?gID1mu`aC=3IZj_m4B;Fo33rGToBwSsxCo z&MWXb%Myaok*a2|OQ(Fi=9wi8Se3OwqI#H-w@ws-hrk)q3@65R9=^uOUJXy)M_KA4{nLU~oNiO~;g#V^pl z9|{n@ICTzP#D;_aQ_|eiZXbF_eK@%LIPjUuOV4~+CL`V;mC*bw##i~fMwnC1w+E$` zw)QL_rVv(lE*nx*zg+P9)8YHw+4i&1+;(o)n+QPd2z zYD8+rPR-bRZ(`5bL8RY&zUTb@`JUe&_g|dXagO`GUe|bDkEiq9=;QX0za5I2Hd-q` zJt^<9KY>)^{1?OB{JXky7KfJX=h2r?s|#{lm)E0C44fl&?!8>8*=x%6?xGlWLd3q| z9L`VCg_JII|J_UM;^;|gbw#3){O5L<(Hf$?(cs&M8oUq9hGj2BDHmOV{pK?TTPXT% z_8?nvBpA0q|H;<#?9X1eo?PKRu%tGLM)*+d%p;~U2_=fW7K!m->&kk-h#f0YlkUpD zJ#EHiAdjPsZUG2g4pJ_te}j|@fftI5m1AlsPkLnNv{Me&5T)oOq|IP865D3Rf;R|Y9La5N`Nl)l<0f5 zH92##+>lG>qvBjw!BPLgZ6GR^IF{x7clV-!{=+76eH`lxNTu=tfXAv5OnvW!xZLms z1DGyMMJbn1gQ%cFtr)S)fX7qWXg#1FHm zWs6krc%s3`*sZiP{}bPWp<_<;*DGYbO}~rw90F>wX1Kng&QvJKZ7SOG0fBVky%wE$ z06!n43AOpiOR+G>m)RC5lpj*@1e`K@&S#CKhP&-FlZkMbVeXm7c`Oh0=m z7ck}>_NkLM_DkQ+EJYghV=y|lh?_M|RfYl_GE@xP^$N-sDzm1ZmSrgp+?LMFNf)9Z zkb2M2htjumBhV^3G4o@kUhE3d$|hBpi+vsll(Qzom<{!c z6<_t+ej|R4!-d!)M+Xh*WX9h5s}uci#{#jt$4{t8J*`rza}Tg62PG#LAp`y0_146b z*(_=~kl#EVfgD0wk4`0x|AF(enxn*tLj( z6h=8I^UGcR*fhW^qM<=bEbQf!JY!-ZkbHF(+lMc>C>{jJMRbB{M#kY?9#MFHK=)BmGuGkD4|y=Dg#}=jtP;3G zRtXt=UtHYd(aF1zlAl-fxTE0UFgV^QPxH^^?6k*t8d);cnsHiNxFV=nF7^ntB#5Qf z(O}fFKyJBq9G26XSJ%ewqKW3QE<6^mLvaFcniekLrj2DeRdoqwyCK)LUR*++;vS^0 z+n+ML1Za7Xwlp5I(aiqW;6B$N*wy51A|EakEJw@{KNN5RI88guugAR9;{3m#Wp{kl@9C`l z{MPhm^^*J4=A|tZ)W>QVQaSeX<#mrFz2$Pi4?B?Q5rsM2EDSh_-M7{$JJYrFYeDS& z!W>F2pNjhhB#omhVbMGHe&y6|`rkW_uz}PC*C~({3v<5wEU*DR-}N8PKTBN&HfP7L zY;75re?WCo|KXR(Ovkw@kv6R9CjCw}-r92d9v4vUAYe!0+gyQ9w=h|~Y_t8YC@RUu z)3+yUm15@$C)>&jXi%=?8NSN?sx-hn5Hg0fnvVbzK0{T^IK#a+&f9t3<5rBw%)}$~ z6Tt-MirDhko0MLgmJ-8F;0XJ8Hb=#*tQSc0X!_>_3Ek~3yHty&cPzSFYO8->2B$d6 z_x__Q%Wto4d_)xCG%NV-IOX^)|2E9wB^v`U`xx!`r&bs1E6sL3<~~5=QsLHLrSL(I zSc6~^Ccdy|J4@BHL!>S%?PNrrrVoeR4)d)ye75>CQstT=Zz$$e5obW7gg5r9?KDbF zxJrXS+mp6iXN{*cvQ{x^DMY9(fO&^2FO{VIUsP7Nefjn?kVD<;=meLXR0#gmkw?2{ z%rf=jr5awF*=+qBqWok9|MhiLvI&j5_DjL#0LZLf>v_=Rbn!u_v?5IZK_|KhYtv7) z0jEX5#xPYrQ!8CxB)+~^k^g0f!RlGsIH+@Ic+7OWPcA+2A)Ep$2rK6f{sxtWGj<)y zdUZ9ZqCktZ+v1Xbn#gEVHCCwOY`Dr&l`s^1-hV7z57gshMym-}r?au&ogG zx+7QVH;ajQXopMtD{Vd&jsBK(4MxcLn=v{{+q@!w5s>i1YbnoONfhNSWyzz%H=pYB z_C(TMo9)Rj5=q*c2IZyVmiUE3H@-pxC{6)?;`?vU*`N1@l;q~lzy4TVl`f5YoY4x` z=|JPOiO(oHE^+Nid7Xb$Uop*a`+5Q}S86Q0eM2J5s`&-{o?Rw??B6vMtPvZPR|BXE zzXxcq*$Y2sNZvR5o01=Td?8a((eQD0C*P3$iZK)NPmAd72|5xJvzmEe^#I>B*q8@*Ni3O0LMl)3hw!)KB#Wf1B1VYSLvL(iLR;n-T9~C#t zsY){cl+)t$>07n5e^jhg%Z8E&WZ!AGhTI^g8Xgh0&&Ld|QkO6Abk+U8@e7HcJgTf^dGbvs#Z>Xi=%5VgVNWea?0ey=ZiQ*s=3}ZSXoezwa5OXI*3&bWFX6`xG{!qR1;b zd&>A34V#PnxX&V*nb_U@>t6W?e=IBKHLQ3D`g`At{tw}vHdV;)AH`)ylg6GYnjDjp zDXcjvVx{X1j|7o{$p7j zPN`nywSS2H01&f^KV;rAzf8wYesp+%d4cJ1*WeoGywI%qM-}S1Z(2oVoQP-r<+IUKl0ZEgWLG&v=q`VPV?{zFwc9} zNVxMMyA;c8(*DbWD?HvIqp=avWmUE* z4}V;|sTVbx0XFMr0*3wzv~ zme(4Yjc3H8R+e0JU+sc^qXUQ^_V={*qjaWc{!})u56b?9XQ4%^?!Oy#Lr5R$6hJ2lja5_H8ko`dRQ2uDw?Yf4@jLBb7I?Rv^7h zoq@w`y)k$mJ@lLOnwVYybsjZyiyM9&wZfb|6Bx)km03{{)5r2=)W9f{Iyb#B}q1o_&!w|~hO zy8x7skI~(yaZi`Q$1jii3oaFl+TaVBlrBB|8hPB`^ZYafUqL`dkJ3G9Wx8I81Y~V;y+Xtu$Xwb~(tGTB{|>5HyHF@tqteVg=%e`E zS$MZpda?IX5Z|A9f3vc*GHCB@FwRpDJ zyLkH6^`6;DN(V%TamrPDsGe<(VNir8<^0ThR>C>ta*FdB@`b(-ts%YLCL zfl!D`@8v1Awc2&8o8Gp>AY=fxKQeo=Y<&h0#h;D1-q3WY%*Ql5 zpIkPaDPDZ>`kDs!}8Ga8WBDBa^Ipgf3KIT)Oqz-iOALLYfaI(-IRZE={bQ1id~o z4znC5wSezPj@CPs-I+@+c6@!wsP^B=9v3l29{i0pxF=RMg%dE_!IGOz%oHYB_2CuS zj9BrE%zk94YH=k_=%U(j^B2?mtlv)E(24rX?wq*+BOByhU|8P>irYJRb4nzi0VNv$ zsc^H)Z&#oMozL7bPrG(E0E--N_kChv&+P~+;1VluBR zXz0%UwleA%#Rh)JMV8FUb1X)z)ZIl5oErd`9LjuMbq^>f`2p>b)0CNZF)Om3e#0Ea zo#y<+t8_@R57e*Ta6hM?_GlwWt%TxNxOYDK&Gq@uwZnoH{)7kDjEeEeAc0aV0ax)C zH1GZGay{JU`TTlyYWMF99sh21FRY0Co}c|?BoLCy;zduJueFN{lql2(n1(Dr^ja$Q z++)i7<)bq3VU*rXW98?Adg&~*fV4`Nuzk1lCu-=ZN7zKAZ9cO`_ zG<=ENc)=I+GmSV^;Nz4izd@n}C4qonCj6sXOvgG#|98+l-#Gv^OIIH#Tx6OcAJYt$ zxveWhqrF&(Mn~5vzbkMVE(~%4eDU#j68J+*QlpsC`?${`+9uQ zE2@J@>3=u88W8Y}m(6!pjp9B0s`v$$U@p)likLFWBY;jCX>;L@Ia*4lq-90DSMs8B zQWEt1$+G!3W%D#U7(6I$CrrK%>R;{CZt2+wNmMf?dbFS5&ur^Io3cK%T3r{LYaF@^ zhT8(TjeY5K$3TlLqlsf=W#9DdDeIRFpZriyn_bj~jqF>Pbt@bW-)VMA4qa*+4reCP ziOQ7Fick^>hsy-Gy;?m_f$5|ge-a&Nwq0CttJiuc*W$)21$QO)2!q(9RdcUv{$qUK zhBhz}%`Z6=?!4MNCRc6?z1`%?Ls_l+21pl0eqGTOP$(G#8CD?fnh>*J2JPNAulVpY z_-%xDgvFpVehaKX?wn`CVk%^IY!mOyPQ8I=8eyBx)9fsm-@ zKh~Fc3;_->3$0C@xz}`!K?9DZ9D?rpd)>fN@N?-tS7(KIduv7|$^os(KTBJGZglIw zt;njBwMjLZC*acYM#Eu_==7Q4ZKG{7ap^{FM~}@dx7I*8vExkl0{7M84L=6~^&(ym z%G^1ddc^23^}++n0{#N8%#W^@r4^W(+7#Dt%6#vq>J1QUvnl}%Gah? zwYN7s*WPqu$24VXm^#-yLgcvqqwO-U6j4V{VCP=u$A}3E?BFRCN|eU_AJsJZX=(Y6 zL?*y(WDKfPF(mM~`~}xjYTlF+?XOsB7m{?5iDPZ)o&M;3Q~WCX1LKpep~`H{J_jBo z^S6+vmfDtKW$R-q{n{Ag7+`+|Mc{L3u$jV_Q=5pmjo)JmrDRx^AM$^--Itls`lS78 z&x}k@aaFZAnC^fNuHbnIsHw&nn*O;pG*n^VWY|SHZSR|nlZx6RCrPkzZkh$smRy$Y zK=Z(uTM$EFje!l`ot)D+L^E}0Ni!;G={)1kq9pEqSKimSCK0(#PD&DB?-_NbS=MZV zJ=SGV&NOY}4nJcohLn+QkY}o;#Wpj$6%D2qlEky5i@aKTX}!=(cT^~OLlU=fO4xJ@ z4Sm^Cy(=(Os&|ma(XLZdY%-N~Ruo0VU#Lw%uMvKXk2AC9QZu!rCAu^xqoDuAH&2;$ z@(87>z^sA<7qzGImm2!pKzG$Adf2(SI^Q|-=DNoHlbt0)p1(+dA^lda^t^>a z*iS2dIfjHAE`xlkD^i4<;6s{~=c4k8fYA`xh zLh@a32dJCE;vTpai_*NnA2~{Pb`?h?!9gGuiL;hCxew4D*qQH)v7J?z=#OW+z-^g3 zy>pU0!jYI49}P=Bu+o{jJ@_LMG;3Ko`!$<=G|Hwl`JDYi9D0M0{})R;J-IIDT>L^M zxVP4~#aw;18wBpY+Ayus)?v^|+M*14UC}&vBw-6IK~%Y{1aURh)VJF@JU|#K zdKi%@yrZXR=et>!wVNwTb8ih-U?&!5LO$kY;tjfnEEN0!< z%q>Qp@(ihyMrWqPn?BIOy{Jf#z7mlXgX#486GcePVE*Azk&o+Al-)sz3D2Cwwo6B2 zWd0lrwhn|h|MOj$&*RjuB#tx7<7ye9_=Snu6{&wzPcK%hcz(S3l0+=JeUIi~IP! z#6d5`DbCL-MJ-&MGkZY);m5SSRas!g9OSkAw>41RZ=d&id%W$ehrbP~QA|0ntKAw4 zE%Ws9R@Oac3?hRM@i7UOo7yuezYu@XM4_;4$~%91@WRqjccNv*7v9$8rNMPuKn&Cn z6?lt=d>zauy#dBx36|i`V{m4W^(}?Bk7f&fMV91$=ja@=&3<(k9bTh9)&YOxb+hCX zM+#fWZ9;cHs7{X7PHy_s{B=bb!D)_dW0WD$k2k`QjGmx5Fw_mK=c|Ml4I_CuC2@FX zyY$9<@ThERS_s~V-5P6T#VHJ<*5al#_uuSyfWkQ)&~&Vc!^LM~QH#Lik>koYVl~p& zd8HQnF=t0;HsbKUo%Vo`ZH)ZyU01-$oA04br?N|pf$)2dubrJ$E?gU0DC|_bjyb20 zS5FP;x$D>Sd4@(*qPhvHH7`5QE6je^eFYp)meetdp+UFW%f( zH{Xth)9&mF3wtRq6bX9vgD9T@8l32z&W8`l74T*o zPPLW!*UsSGv&b&HanPmX;a&)`iZv9-^ZI+`_@oQ(-{)HFokXv)wb=EA?xP?iagGf?1&W5?VzDaGk*;as=Odrw0| zB|2{>dX#0#PGzs~Z0Jl7Q7E?uN5af@mrjraWXo^LAc*5UiqGwqpy4T)GSuxLax40yJM#j;7YOwMnD~sZ(E<#cIn~jOH%@>3l3SnUN8~4H#(*BqwyXFf+H0SmCCH^H zvagJFZ4S;lEWb_p5~o??6hwt{J4R{px1O2`)n!)4Nf~xf_8u;m9|i4h^lAI2(4ps| zCk3OB{ztMUZq)!4DEDPGRC$5@QRotW=l)i7_alDF!j9-zBZ{be;p*$Ubd3q;_jq#V zIr|KScYSWO`jsQ`g#2J~4Wm9VOxfAyHH=W>iB)lz+1N4}$-PB-GZiXO$$Eh~SckPZ z)Hak9RMmSxq!R_ zvZ7aQiEEe-bD4KcZ|2+ENjbM_X%roX8aS34&$h_@>Ax+gR%7W0R^NA%4V1+Onq14~`{!dw@g1l8bZ!2~?c+>SO4Iz_i`R2D>B)CBVoz_bQ?3W< zRxHC2lJ%ukV|l0-uuuSe-Ir5?7?_u8!PmzrGqF-7LWlG)*LR<6&MT{jGq)ochNEpH zMSV(ZON+$>p3+80g**sxM>0b#F27`-z57RnYo$onW0q>^rq{O@9eBMgvWclI%Tu%e zs804Gax#`|>_?U)X&xyD@_~~^T1VeScyDEGS`}#}@NbV!4;q&)?A%N|1gttRtWu0( zXCId&f4Cg`a7Nop_+{FCV>wRhrW~zZ_%T9+azSuhR1Yt!-!jE@wTq;=3ik!zxSyDD zn(*2-|K?3QLib>&%TK~w!!tnfN~J$5V}25U6m-OCYyaK1+^5uXN|zPR|EO&Df=$1U z9SUyAeTD?Ey;{ln&;)ELK)2EJFBwIZ9JA*mOdAhHmc=`Inj*zy6JH{rM$l>^Gt9BMTr{YHlH(llg z&{veut}SI)+qVR-T^yj+_SfFa;7{;1+HsjVe5c{`+9qriRZYJ(?w zKDxy)T}C#=+VK@|ICdcw#Hk=?$I?os9_0(Q`aHJsr0JAuwW?|LN0I8BqbTJnf)q|`nn+PKa(?HbAgqQ zK~k|lFQ{HvCW&LDmHNsX5Luvw^nX<4NugvQ$;6eYk(YGAs(EE+!1WiTS5ViFXV6mQ_>51Ljd9~UslD(n9 zLJ@QB?O9;}>1%oloP-O_Kc&i;yCQ=v_d8MPrsLhiHb&hKqk@mx0!8SUb(wU4;#IUc z&oH75TvfqK_(J0|cj@lOJMDhU`jly0XqzjQL58b%FbwZbd z;5Oj>>d3d?Km9e?@>O--Cz9vf_uca1D3X*gx@UD@kC6S0@PI|Ax$=uyQ|d54YX*7g z_j-y}*iv0T@Sv~H@6Q##dtxP(x?Z1!hh2n6xD%*-A(}zj&s%Og%{EOVn`?8Cyq5{7 zhZZo^4R%Wd(|asx-HG71cp@K7=9fa6Lv9Fuh1 z`upT3vuUkQP{pj68zgVzq;X)H*OwIHNzWw}?>b|E;EJhObfYcNg5Z9b4(@sdXce#z zPE218v)_WBv%z%s05b-CAktcS%G zR(Ok;WM(zV5ix;dp@}x57iNqTeg0~E(DeOj@=ezT@V$*wW}@i3M#5Zv&|sVV*-6g1 zRVcVb6ZQ$}bBTn$x{!iuG!QW1!uZH{<&;T)hO!)>cHON5)Q2@D%fOp7q11$+$uYbs zrV;xdTBl)jSAA_`3j3TAKd@7-?=FiPMKqQ)C>yg&5ljvaSJQqj>bANlb_!`y+SCcW z#}j8x7jz-H_ZDq{-58`*w}JQ2pt65h&;Pet3$TDUfh2a2^vANb?8jHH;C?+t|8jaf z>xrG~r^uzAT+nYcsy3O)(%e|`%i$;AFgiD?w||%Hil04wg@(}Q^1|TB+Nmtkt6<{d zQm^PD_OFGW{+L4lAJr;;<0KDRtH0DS)o26>Lb)OCrYMW8%RR<@2}#*~izicI@!(hR zCJi)*(wDb}^Xyix=DJ|t)$n0u1T*r)QPQ276DMWGRUwX+V}*6tjw41+@-SIye|M#R zEI;&q|E@FEGaHDfxEso+*0|b;Yx2gw@h>m^2xrzAG-oc5t?QgQ7w~i#HVo1jc*g$1 z)Su?7r1rfTAyXHmUjPr+mD|c#%Y==LJD1^5k0mQkb7Nd?3x7c9*=Gv#F_*(Vsref! zB3FYL_hui1xSBI~gcO%XJAp1APDTQ)Y1Fu3d9d8Cai zxP)wBKZDCKpJAN1Tcw2ElrnVhYA0(lU!eQsrJ#0EWidiL&r8)&4ci2ehh8V-ho=}@ zRS|Yk9-!l3DL{-RH8*7yVgzM=!$-Pe4XM9@UcFMrIa+SWEW9>TV9ZIxFdQJ zV|w|6EU`&u8q5B8;?C^sR`Ip&>p`4oDciYGy5G+{gp0VY(d(8kDvsqAw?}LbGb+wP zEqXm+)I@~OLL@TYv#J0@^ed?kCQs&CX z!=x9B9Tkxhm=JFq8yE9wm^sql81KxeBU zzet$hN*iF#=EFZK=xWtcvi0X3Z}XTpn}QJol`I0q(UtCWkH`SWxj)z&qDjGZag2`p zyu}^|sVJ|Nmcvik!F!svCVdMnE->8&?D=Sh*W;3UmpMg8HIWv~{H=qKDHX9Z{gANP z>9e7;F9H69z%`$?DSVpBoiOGOU6e_m=?6~ki{U4PGr-xmTOs`DmOo{%f z_>1j#6^ZI(uo>kM!FaFY zSBCC{s=+vwmkMj=M)89dzCBf;PY(4>PgM+_w&%A79Kox+vlcF-5E|8q4pj-!2mj^g zkFP^o6||Qidu&^$rg^z;PezZIL)C0Nx|#K#7B;OMed@fBESf#0HTKmbzSB`=nQ{7` z`h{f|Tn65@@w!l&kL;y5f>>PVbWLIQ9Otio=}Uc?ea5lx%-w&XYFLR;WNGJp}=@*=)$&j3F@@NG?10W7UzQVWQnfekX`c-#^IL0OuM z?;M(5oPIqgWWo}fi1Xx|$V?)_*rEOzUSo%^4R`8ZVn#9;&fQ0U_N+j(z563QcE5|sO9Ir+`k5CHy0|x9#2Diatz=B@ zDU)dy$phqVkr3T-fejT&9zvhm4?1S9D+}QWXd6P_wYCTieNI4g&;-viF-HGAZ5J35r(hOtp zyHwqfojXkRceIuiOQXhDcD&}UE-IysVHgZp^%;iX_~ ziMfUSXhAPMg7FijK>Kl(;v@6__s}E4;0Ny{L@#cd{i9lML(hv6A2X7Eoh~9S+u%n# z0pKrK1`1Xr(;j?s2lJ0=FcRDdCcFlmDetuaE-0Oxjj5BGeZZ|;;r@2;^gk-H7Geo` z`2)>N`H87f*myN;{vXwWC;T3z!JX@iq-=c;)dQ!mMQCDLJg zN=aT7y@1~|!Dix6-4W}zusx7co5u|UY7~D)<=uSNA{F=STk@T(UW&GOqa?4^D01+h z!iqtG6mJjxIQ5Q-IKx-U?0Mxod152_wvI}`r`2}{-<=)ZYIiWdRW#ms%R%_JuYgK* zsQu2@WmRBHW&bBes8QT{l{+M*H#Z8j<@&@pezTQv3+zaG87SKPkBWf=S`-$!XBNmO z_UIGP_B*;qyMTARfB%N;U_P53F|}b_-zF%S6{APyBZZ-BpsR>`JBCm&4n~l1r-J_SF?i`j_n#GJ<`KRHbeF zp0pIZwGWHoulOktX#P=I)|o(QN=TqFA-=JSx^%G;CKu;1@R?Ia_BBd3^ZoQZ+;%qW zODVtZM0?=Y0QnhgKn@&E=JXZE>DM1BD7m^lDK<+@40F*6IHqP<>}J+&urRzx|3P^E zRWuM`Km=bX&6x2%@0O0M7wzs=3}hk<wzjcmf(Cf{bMah9_VQ=upr;lu-S<_VKr)p)6q1v8uOeF_JPao%>y!p zkW6?4{=xY075JC+aqhR~_FRi&qg^Oj{+8+#){9lL|IVCmsLqp>mbcx*KFa5`oe3wq zJ8g1ixj54z;i)*9jbWBe`wA7e2=$Jb)widBB-7rS1fzV*dDBwGvBLvoU-_QM^H!J6 zb;z?9Z+^HepY^TwDKeV&C6A{1^q5T*&s7Bgk|KUn`!`dpA-dX z7#rfX{cLo?O~C9t(+{?Axc4j14x6}L1nHh>q})7p{?B+1l_E7;AqYTgC9GLKiQkTW z+cUv*bykMw0X)|oa$){A`d}lT(e=5FxzVrdF|%p5-s0!=HRBavZ;1EEdF?zhaDic1$|g zi@M#=K>n4Vz#bp~?`mAC*dD(t5$EFLk!UrNGLG3N*El1;~ValI6XilJFC_%+Po znsm)uhJ`|#Q`gwO3bbq)s)(|IdltA)>)syuU(bnf3*=a`TRC*Qaaf z*T=P``cJ?3KoQ^jetBo#$c!1LaxNUASX>@0pGCT*S#4PSaOjk;@)-GH8O|!uFxg^9 zC}LshMNdf`o@zk~k`pDg+0mhozIX6KKGsEK_E9j9=hz)-8`f@!mB*(ps>?;DU_@WW zxw-oz!|rEnJY%ILjhvI+pRB=2Sf2b!Ki{ZY7XE%`Z4LSqgIw*&{H*js*r4gk7Isp2 z$C)X{Pj}~RnQ^EFWwoUJO>)c?q+30OOVIw#*qyTJN@C)=IcK`|r}x7wQAAsQMUPY@ z`n#R;Q8&O4elNLu#t);rmyi?NU=j)F88)5oW*L32=P&KUaU{@&ad)`|l`MgjoN$Gu;Els+L zfWW6rTc9%5b_>15q?nZUe*MPb9j}A~YhzonA`oGjdaErkcmaH;>og!QQ6rpgxntKP zbs)|U-4|e%KfIfr!Dk)E#}Fk)F`~FITNp>sM3Tfl{B9@pM6N!SnQ93>Ko6Jcmr{XnV|~G!62W`VrUgAZWkbtLnn8lCWamyAb}!y9wYW4r)BZBt2AVJBVzL47r3G`ND5#KelHp^P_x zTgp}C`+2F{Z{nJ&%&(tDSCf8@cQ%R;v?>=KsB1iM)xZw9WPe1ljL@_9FUgVw&)-*$ zTm3+!)F30kS4fQe!*2t?EWWO)V|cgdaj8vfa5kZZAi*ug!;^QMcLu))m#o22m;k0u z;h*(M)oUBzQa}ZObccG8Vx;lW4Yy2!U$il(s%DR;HMZO@FkR_*V>Y#j708KC) zq9*Kociy}d5{97e4-1+&*1M$l-TK{R$?Aa5_|aS!^I|w{sjNW#1u-V-|IRg?&hKxX zloQTz2WH?mbE#D1%C$L}%RDdbJASbnr6s9!a3=W`5aQLDQEIL8nF-7>kxuHn%cdNI zAB9n7=+-;)yN4-A9@L$i8OL1D&uEK=AHXlYc-%jUw>3b@#L8q- zYqA!>cV>N6TMbQf)6n#@QQZn!`PbRCR1eS-qLcY#T9$0$#b195+&7lu)s$H}3;tft zKa1hJ45|$<>4GM}+=ENVG{~kudaUtYj0K}%@`v)|)20`8H*rDvl*|^b4$;Wy(}+Hi zD_sRPX^HCXHSsw#m4n5I{A60r{FyVitrUZ{ zES_Xk-!YIV!*h&&Pte|BS_E*nqVl&4opvY`{$=MV#yooQoxqqwFA>KIX~?I-uC6Y> zYh1y);ZK=FP384orwwp?=6c%qwC_6Az?G?}LCSgwbK8UUOe(L;PxhJbsO)hPw6`c_ z0gZ%LCNmR0}$1-(aDX9 zP;eztdOpKM25-=VYb7LxhQ?3idZ}r1Kwej4$Z_6^1?hzXWwjy ziYCVE)$U7S+p(W1E81DdHB!p7(7(81#xc-JtFjBp;8p!OqC$+;fMzN!F`P7PxPDUum{e>d80nb9akZ<{&(#&gsC^F!T z)Yf&Na@|jJ`?Zu*kjF6aQgHnrRV2sF#G$t$tJG03l?$dZ$P)*?=thfTZMvb_rz0zl z8d;UM?A3mC);^zTvTVS%Hx!-tkCS%f{!wW;*JXWB@KXp;0E`3DeO)3hw1!%OqcQ{s z8d)Gp|LuFFgr)Y z#&JEGS^C{dd`q3S)=b*FDF)W>O{s?^MI9FNKG-#|1+00Vpmqs4`56JY<6E#>4_fqo zltufqrjfe{S=+d5AfOoi=g83z`9uQB?~!fA!@e_A>P0W4TK%V8-snh^FigIMCxk8X zhmLEP5iDZ^4iMsy^~OP=u#s~3Tca@8EQp{c8b;XyQ=oT~4nCR&+$0u`@dcO&vpTWz zmvl1c1GBH`2nmmcp)aEiR5tQ10HGeOrHN~~fp`L_`Mx*c=8-Y#ho7r`Tq0oZJsqI0 z@zH+&S1-mZM4S$#VB?t99on@VTY4;3IJl|Ws85YQP+F-pcm^?rTn*@=Ai+PD^v$NxZM9yo2}#% zY=WC6qr1n#!~ns`Ep;24e_SGu!&a>(+1PhxPxt@s`y2A`%$~6Zoq8T^qCOaT5i|K; zkkP7q|DDa~oXN8!U1gUV*||kk$9>T#WQ9RSI(=JA!o%7Iul5DF535Vf8p{guZX^HJ zJd32L+_@DO&u$ZYv#1kN&%A7-CoF&91Z_qa|9i>+hVL)Z6`r~tP>@qs9cRK;5hrHL zd(4lLv=Tn7mt0i2RFk`;sc&!=&Ede~y>SF1NQzPfwdAS^7TJoKO z8N-y!>`yhI5&R<`Q?PDIb-`Za+g87#qCK zRX-n_44Pi(MXDi6fTS?;RZ#m6cXmuyVm?NX^*^SyBHpCqfxSi$)Ez*GY=XFc>XwKv zx|-?9(mLrouSzUk>_*cQhqWrlB?5A$!{bk5nMrSE^(iemL<^c`Nmg`uR5UNLI9i6H zR3~t8!Muv{HZpFNyT&WUyPjq&V&EZx+>Fok|B$qLl<+cfdLl>J zRohrh7FBqP_LIud=nMpMEb6CyJD{Orkl6yibciZVuvl&MBOu#_0e}5Rzxq3BKS)EA zEj{C%N!50m{Rdt8ygTF9 zIQbRd{O;RaK!vC)!n|iOZy&y4nm2Y`Z@oHYMNAa_x? zOt<@C3ut?Y6Ib0q z{>nek(LYZ@uvI~!M44Q;^X>Gz1kV3PFFtNsL{!qiylP7734qHre0wRx?{}%xS+-er zPUepXxo%&JSA=1ObrZz^24A!xu0D@!um1uxF1Du!!d!z|_~qWN*$Zxt7K^)` z7$lJGLsi@u#qy|`yZM7B3c`E zBah$58n!?a&G3vl4H2ofel|-ydpB-K$jRZ!9DvZG1&I2oxQ-*Kv!YrZn^p7R!smYQ zhNGQ6MK#m0W(m(iLCtdO{I^=3Bc{?!-O9@E=8gseV#K@+4*&GgC%za5_ zz4H9ouK$vC^iv_=vcT=gJ2SNPo+mLQ#>H<+$BPl}2|c>v9J-kSWLP>XBoB-i1&0pH ze~0L`DpbMlKG)dr94o>ACg z-g#cAh@ePf?8oW4{wSwXR|2y!ftj${#<+n;Mb64`UG|B zV9(NFOCXf<$<pmaeOD z?9Y`?BaOGiWZj)sG|_{Oe=b+N4|`K-;x^yG!-=2BEx1cF8YimT);%){>6JS!jkow6 zea}+USQ0REaCulHm>1iD8MQiz>rtm~GF*618Ga4ZnRMGes+dMz@A9*YfeUnT7V=C^ zrnWjj+5(At-Chg)5TWVyoEr+Y&6r~j3-2y4%HKJ6DTx_5Y-+Hc`c^uapA1SS9~M1V7;WttIgJN$2H}9YVlenG~IGd-@fif^gen zdMETo1&!qz5f7lGO$WLF*dqMY&7{{C;t`Sg_!t8)~1>Oc2~khAc6eJMHUnP zDRg`uuEsHvX9XlNr~Hud6j$(^wcQgr*U-Qe9C+lKteosavTcri)-+- zPkwgEQdF0hH?awq6>LT4Pr>TKch{e>*bRr+@xXv(lW$jVA4r`4o|Qw{jk)Mb;po9d zckZ&yY-IT5SYfu4ic%9pO8`UvTF8~K@Uhm1E-v?L=B<~4o?2FR_RI~BuiG;3;I1i) zs&?WISED`Cb~-k|I{8aV?g^|2VA4=%(6CCZqP$~2N{8-)G~v>p+?!1ANSvp>+2C$V z5N!Bmb#>1-gEG?ztvv>`@D~z-;Qs$Kd%Bg~*iAS&=(eYzj`GQc4R@R^lw~eWUH^)% z&*DEPmIT#aP31aJ(he4LQq;!mgd^|^TvpEM+uoicJ>Ab9sha}cM)MRWV%KjgQ7a3y z;Nv#u8F09_?LR>hM?(`eA9yXg;{rwM2Y+YB!;S&y(;VoC?eVbdZgb&B<}jlM>mt$} zLMupe!24!q$s5^&32HNUfqIsUVTj<4#8t=$X7p9=Iu;YE32Ht`0U+=LcR^yuAV=Ti zqn*|w0lY115R~AMQ*v!H{KdROj~@D}@@5{A98xsc14@lHz|z3zR1OaN(RkHeWeEat z4krrz+3WoQsJS<>TKP1Mq`hl`(LRSKC=m*qCMDr$^tXw_;q+rG{@Rf>Tb_ki4fF4t z+pP;;t`zR8Cnh<~4Uk{XSkTGu_F=PJeIR=2$Y?F5HP@JjXAGG|c^!{~H0RhmNc2@|K`5HuG zG%VPTGe*}XKAvLG*SEVXffM=UQ z-J;2_mOKEJBk3>1*hnJH(>u|+QO_G}P7SULu04TjdnTaXqCV%G8^^5>dV2PxH^jsv zf733pqtAXuy;(krp%)L&sDkr)7L)tGbNZWHY+WS5fdmu$CYNm3kSBl8s-lKACEaMu z!_N|pY>d(g&XarZ{gEZyc#)N3m$dS&s&3)Hk1v=|Q+97_l(3rEYVGN0$Zh~V-NEgYBr_wG)7D$-y6u)>$Hu=^J2QP0Fh7g=jtH|Ll62il^!tn|Qa z){15N%|**olky!q_ktih?EkE>ExJg}8`4~pLS=Jow;EYjc!xDCTqc6>?U8`9iRUUN+fcK#<*osYp-P?n|(v<7x#5 zEM)o7Q(wCivP6v9I_khNJw` znKDRcA%{+w^5j9D509RXb8U!D`NhIyJJS}o9c|9>ZSJ)`%m_kzO7xy)J+iGfePDEx zeIqpbu%f6PdTm$9I3RImrgu9_{31B5X43s2wimbk-nmN4m@(4k`%lR9YZ_<_P|&YL zdL99^IBJt(UHC2g+!93gk+D!dYv6^*c(q}JX>QOh$Ym`OvVA?c)EaOi@H4W+`6osP zs6?J%he0(>xs=!ZA|?)h8D3|zhG7eWV1#RBM5+@ISTya4D70@_?qTR_WBkqkvDx;h zkldP`PvgUs?}-1j9D06Uvb*Wgs{En}CFGj)PxgwkeIdyLy=*mZ@K3Vy(s)Qrpnk^3 zB9;S0gVJa=YWSAhN=h92ao)Yxk0nFioEygL{7!%}zfgb3$zK>D9CC0beC2Iq?$}or zK}SP|(;7B)DQ zs??s0biIq7!b# zc?r8Dwc;3>@S=_r&E`cNu?_k4dZ5J@t%;4}5^jR~f+l-2CAOP35>%OWgG~^d{S)>% zPqyCJ**eL`2b;F)!ou$sWFS^-HuHvRdRdt}{%=Y|9vcf{fI!XmjdbiynawW&Jw+=- zWC+O<=X4YYBdC0`!=K5>=t}5*FLL3uD@s1^#2>+Cs}2q^#jP~zE^I8O?k6xX>uXaq z%+uNW_MKMbDqfKrz2i76>Csk|hpuYfEnE{}f@eQ#0jhmtpTkqDsmEuBS#TaqJJLGdQX^ku?!$jhC*4lo>HZPI*;-xhfY5z zGW%391(yDa~wuFL?~5sAPcGXAfhXd^bw7^St-zncBp=7q?%4VrSMZ zEYN7`?v)_>EtzAg;hRAhVYjfB6Q;NWT8L>uOhq_w)5G;wIS9M$yEntGlHu5BnsNTTb7O5LdyvyBkL?D1b;AwOZ@jttLr@Ld zTF)(eKpJ^8Pg2Toim92xom@YI8AY6Ls&?}-Cien7wk1;nY8yc3&-ajbx6}|?-oc&^ z8t`1aXPFj2d(K$ZFF&N&ew$QYG zD9vNBh$(2PuxGplcfui;pR7D#LDmIzt7AYCMf>dK7$vG>21edNn%`|v#V-m}q zZ+S5Y3?9;4aECDqI8g~JA2p}-ba%mC)W!($!z?r&>~j2h^vSOs5$_?$C(bgn#g%&` z$S+)2@l56*EQ;^(I(n=%g(6K@sGYGa@i9*co9+%<=1)GVF*kJuLb1O8WstAf#s6uM zjZTvdxEgaw1U`|Fx=$Ib`<1<3Rzwl-O>s)G=C|0Zwm!|tuGmC!SWJ$epnTq4KIMgK z&s35bm9F<<`94q=vV-3vw*!5~FW+;hS8=?`vAYa8&{HqxJdI?eX=whv!yk#HoW z*s3N-=b0WSPUlSLQNG*PM;T{|bO~7OHp`Z1_=i@0fB9`T4wO!`xq)v9-M(#OQOtV9 z`=H{u(?-z#{8P`fB_Z%Rt3%;ArVM4T|iJ+=wMCy4WtT3>YSY4s*tJ5Vn41x zs!y66Je)%go)A4%t%|z1u-X{piGu}TXS!zj6QSa_6*3(TrpDFs|N6&wc%S_p%d;w4 z{Ncrhhte+M*Us9W9I|`+zlNx}=_W+%o9*S~3XjKIvP9W7&6*03=Xd)^PDd$M2OeZ} zI0+w5DkdJ3k-_Ts&vxf*4p~ms5bJ?ADotY?9PXUnFcfjs9`rk#wpym0BNOKL=I1;r zO#LE)O@&8M^9X}6+WX|TctKH7)-)sei>((YJv`~0l>Im3cFB@6{l+(<`}?wBW33Tq zxy|;TWfl^dP_HU}n_0=nKMon<=*Fwfb!F4e?jjSXJK=o%RZd*-X%0t9n1a|7*Cuk4 z{2f2`LFd4u%C4(mUbopDJ{~f>-k)W*YUz;B_Edv^$D9H=ILePAh!|A7+XyB`g+Y7kzG=rA#I zP-IBlS!>hdY;+njU?b`-+r208z3OK4O5nfY(b5Nhk}Irm>Ts4$N&76u22DhAn4)xA zuG?=kHEriouMkptffCrAo+j%p2H%PuXM`+z536RGir+=nq@MEY1!wCBSnGZClU%a;7OC(hwRmnX+q4z#p znJBm3FWLt1^RjVn0rQ`5fsgX15Q7< z+*zx-(H|;cV7(0=lpX!@uR|i|dr4_RpGa-9!@YgkxDq}Vm!QBdAP#$e%>m#+-g57+ z6}sNAWfJ(tT&GobYOd0<&PMKf(W%7&{XRlvr1jqPhIe_Oz*@DRVuRJ0t3DgJjHT?! zZ$ZB2#on#UC6@L=fZKjHufkQrJl;}7!zOi4m#C%OsX3$nO-I1c21X9Fp}LQ2GzAWN z<<)ut3qa-AJ0aDi?lUe2>&QYgPfY#do+r;fxH)j--6Ip3m9wxajkB3?I2M&0=4@l{ zr=;u28U}|Roy5m|`Xd^mVXfF#oM*Twk??@T-yn_vyCO}=E5KZOR&}n0o;qr_Rvon3 z4G%7}mP)pMHT)=kHb)PnFhrum__9kyimz~TwsrfN*xNDBWO@p+*J_U?Ew6>Ev$E*H zTG$c3>(B_g+(;|Wdfic-=vB48c?wT1e_<<(;!Doe!fd4}e#uL8eDUm_U6XwVjTrqp zZK7hDD&VOO7gGV++I-qM&btwnS|Sty;| zw@=A+@%i6ar5N`#LwQ56E3;~edujx)0pl_q0J{SXPn^VcM&m6YW0A|@p&_R^93;U- zaX1;&eOWe9Nv6N8&qsaYi!#T2>jU5Kc|eCNIG!uz;K^2RN35c3JZ?3kp=s!^ZO`!c#nohx7)HYTIWw+-)Z zLG~WgNsN1lxB=hGhF#r5RD?c?etF?j|2lqM#oA$(_B3YX;hC#L+YEJm2Ql_~Faz+FfKW`fZiTCD~I%`U3lh5=y$AoF^u4#z*m2-tFND z&vQYr*R5Fi&oL9rKJiO?T|y8%tCNW?93Z@lXH@%vEzIBxj#XO;-YUReuS+& z3TjV5(u`N{eqBM|m1&oNzYMB)RPP- zdB43%GjnH}89L^0?VWXTdeU`edF4{D;=&enO5B@XfV3~t&KOH63KlSq&Rct>sHD&n|DbAW;mk4*%DCS-{^h! zRZ>pcQoq%b>a`IX);Tf(7@H5OPp0DL(DmUv#IZu#jNf+Oe|~+Eb;AOqP!q_^o`5-C z1Iy^BwFBokB4~#L%ea^GIXxwm)kWcbEaA1 z(wL6qrzZfZwyz>>Hf)Gud?hp4Yo_VivxCw&52JTe$BEgoY?v%~<4=>ml}vw7vVcHv znY|sq&wEd}M$lsWZjP^RJTlz1<)AA=|jA5>=OjMgLZ<&SDzUz^lBXL$vdZO37vu>z%Cr7 z=}z3k)5ja8@_z7xO>@6#X!h^Ud@ZP#~>yxjASV1Di@M2b{l7PkDR!~?sU(u~u z-#C-czunGo?;CyH*A4qs>_HyRn}#~By{=F4`JFju32|c|BDIhY^3U=1;8Uuq_AV_( z+QgI40GeyssU@hn%Y8bef0`ND#5mmu#5t_qc^!iB7k=@pW^zavlPw#hDBwmDK10$# zM0>v0{Go!ms)#pMZbH+j(~gz^u9{&s%gZFu7*D?0KyG6J)A;wCVs%SVZ| zp4%^bRcxQATvP7xJq0?+duPplb0%`zhij&K4U54MD-To}whs_~BVkU3L22#cZ*%4e z@}PJ#NyHVl4=L7#Wf0vDZTd(pS z)Rasy*W*s(nVA#o*USa~2RYBYU!d+a)o&I!f`T_=k>gdhXITZd{J8O=j@vNT zA9eX+J6|T@119Cr$xUl_T3UkhU=wB7o9=Dx=RN7Nb)XbxqN`m|rf&Z^`_ddzgjH_a zKhErj;5}MPm2!RKV;hn1WJMRl8Ok zGYvJj+G11PBB^5XqCEOz5m)#7mZldFhc(~GH){SZ8 zio~B0`kcbOZe0&ZTV!3f)u(X-J9hNU!lMA(UTNKnle~sgs0GE`^QO^a_SA_+i*;S= z-g^;ha4+v3D;9}2P}H)}d^k~}wQm>zvY_#hRbP^q<9uC?NBU58J7Cuhy#0x4*i_#U z`-vi+HC_Q5v7<6-A1>vVf4!-Zb$^2;JeGQ$K8CctB^_?4gWW+9?7U*de)y<3FtewG zl5=~S2i4@Bm-(wCiw%lkJ=iS$#VD&pUiwpV_^jyD`|mYZ zlJnF?mK>?pOaU0bbj-TByQd>KQ`mAxJI)uWk|$RY+n%GOu}2n~Tf9mepi5KrEY)EX z_(QPIG}Lw_M5Er)QcCiRpravH1e{4JBTkai|MRH5GMy&p{<^7GPbT7NvT@C>z;}0< z+m4)zenY{-+aK2+R4B~uk z@FdjHqHd^p6mCf=l*E}%XyvZel2=HTc3PjZwc~cpX6lF4(M2@)b|X9remjDjBo=yZ zIR(sX($v9%c>NwkjZ5s+@_{=HGJ5iPcu*IW@76j54 zFAF-nPk6c_c>vNT0>+F-+cKj^B_AuEHZmsvWq=vRdB2HIu|_ejiWvPWXrMk)vMzdt zdh`wL(UI8fU-XmOj^d`hYX-ha6V zKQGM5BKo+EF=uH)K`y_dBu2VKc?mMk$~TRiGhY2LWI)!4b@#WvO}KEW%6&FICr-gM zjy|x!N;4qjUYy#REzb*OiFn#43Haz&J$un-Dda|b$FOR|tkk6mWR18of zLA!4Q4(!@#&xs=k2nDmamp^b((J$9WDOR7uq{*pbe;ESrx2eB*ex8_Uos&$ysQhlI z)obH9Z@B2ne`lZQVm6jLfQ6f7yWobq1PMd7i6DU zz0i5NIvUP|`90telXBupEo&g1AZiOph`izK#HqymlfVAcy2U4~wTh}_DXyTUlbGy!#26`PmEEyoI5|(pw;8&8#r;ohwI^ z-JZ@#z3$-bnfepTeY(XW;-QTYo3T92HAq`Awi9sR@H@TTEJ_d-hlf>P#H^<+#?+*7 z;2dVt4N9ft|D0PgxqpDo2pb6GeV}>T`p4VQl4ghW-}|1&#d&9v;EbxOQ6WkcXS}fv zRLA5U!F}W$qCI!2%)?!Qpv71?-nM#}Gs>9L!2`ri@DspY9P%jqmuL$2u(AtG{%Kmx>*HS1dF8eOIlA`A{lmBV;uO0&;=y zO|I5tzW(t3Qyo5+^Gtb@dG)Ad^sOO~Su6@+r5&(Sq5&t98G8a#e3(Xfv9A9Y2}c+0 z3qBmmOg5eDk%83bL7S#mRi?d%L64kZf0`HGO?Qgl=@i=O&PARUZRg@=Bm-Sv?`)`V z0mH5p>0Qc0p-+A_inaHYLWn0=0*dy4Uv5&zk!s*Z(!X*h@)VC^cb(d=KwN{OycUQ? zzpI^;>XWYEqX`gXP%fRh1h34_)j9>Q@!c1uHy|F6(X`vSK*(%&^+kMp+a*1XgER1c z$HL!*T=n*tgXUK1pS+LEJyDme}~j zv?BIZfE>w>bv9b=B>VPLKi9!yTuT1k`0l!2#Dp{O5)@cfm58q4IPqvzQUYA+s+UuS z!~^N$`@g*pE}}gAP#;dMCvGFkTpA%o{?6S$Lu38Zdxc7L+ZL%Yn{P=SXztPqcJ+Tg zM2PmoANITF>O^+y#b3|^#DT^CGo(FlNH#$%4-tm1o2@@4SGV|60}n>Noz;cF-5(GUM}pzciZBN-)Lr}Zcb1Nj-7+9 zeJ3$$k-Cdvx?@{z?`$5Qzap@At2*pKye~DCb|Ey6;ty?ljf~=;{;D||#0MG8O%qH2 z!@3N?Pq3MFYl&zjmiyni=DI^(K{(Vsn@*TVYDt8joEC4&rwuyu?J1$^&MAzz#xoHC zF-0;i39V)JjDYC+__*7*-&BFf^KVDQl=2#H#?ue4&G(VCTb4&GV^DYKr$=AQWgw5o z1f9kZmGNjq(rP1eEf~>(_zX0kboQX(*Ccw2lT3E$y06sJc9Cs|JM|`ez zdlCKePfw~Dg&)chq=!+23OJA4#^o^@$E%0c0U3cKqrS*1UzWnEX7)h0?oUcWd&-8& z0TzWwKNh$7Y_h`5^JfNTZ%p;pNPmHi5YzeVAverTxrddwJB(QaBo&0Ee<))7kH7pQ ze1Z}*<51`crTUjsGcoBc4kCkNQbR02B$alz5q2C%D8WV%YA9eQue>na*C(274lt_x zndnm7l4&cXcY*iO!NbhXked0IdUS_;^bes@fpr@d7p_0BM*r7UX+>kVN48FaaB`em zYO;n^2|Lqy?TYnGW92Uc3zuIT?J*zRp-#vedcY{p42P9MXmM?`3G$~!>CJRKN_}w6P zI~MHcJ^t;XIR0zPKmV%fq9L@3z%oNc?u!H#2~;sV*u+koYpw0l8H_QQ?^I0LkM{n4?$rG4eI~(}WH4 zhVNh6IS`$$srb`K?J_X8?30S;buGHr&_;v@+jcD^ByT3_*cDdaFN;S=ydaK*nx=1} zZc8X>37r~`R|P!t%A-*yL#+eksWH??NWlU%s`mUrlb`L1uTk;*=aFBTys>weT_z6- z`vm;dKt5A9UpY9%K$feT&g#;g}?xZQ{;rX;$t_v2=$GLlyGJHQdw)Fr@pAVqS^ z@W?KjcBxBJf2{##?t1)};T)s%IIkk~c66?xWDJDRaFV$Qnqs>66)_ESf_?eX-}*%q~I6 z8;;yCw|`imuewWt@_mBqr=>TEFOWjAbCS#Y3al^R;zRkZj*qq2;)lDT)%RTYkZC9% zoAR74)2~t++YM${0m4)ai=M7H^a&T23Xu6iMr4=0qH@2fTb;>aprp-PRQ2lNkMrCj zDW*RxDa|$-O}TDCuHhHf1>5fq5qv1=mw+Sov_}^YdUuo1G!u|$k zEJnrM8?fSX3!XV{d9Kb!vHdyEX`(}PAxgq9zF@L;Hk54|X`VwY3aPY=w?{Z6i8O)o&q->;RT^n#BO zqrxZ$U2UWhN|21>EVydu*UE!xTwUvdk&k*dMg!(mk!PoSwz%OVB2cb&utq6lCE03t z7tac+y1VmS1bo5gBQYp(hqKZ!n}6RUQDC>@xLk4thb>wBCn0vFVM2Vh`8z7cR4j&= zCX(e}SgZJyJ7sgP-sAhh8H{#o#%k2fNOi?Zv#ibggUxfY>QMoiqX)$|<(hM^K8Y}_ z51pOv>9+r(ZxxzrXk)MDGl@`$P1Aqj&Dmf3vro1t@vsPRdz%qbr`+(vrNv4;p4Vph zs&&KZP)@n5jsnCbT*xIGpT5M|CRM3_dN$>Sp2(u7lHlws1B`mM?9&9aSV3qL>U$nx z_m)l2LbpX)b+KF$)ub_L58u}2a_`+B^a)rYMzq@f#+v(&|G!tj|MdOjMh6dd&L&w>H3xP7OZ%74w7n;jf7Q zdvVppTy86sMYfvd&qXAyoW0`%%dFZMgF>qP!;NU|y7u3vfMgz<)M1g9ctOTr^toZO zArXV*N5OqJG|o+eCv5o}(Ch00nPxrbb)P9}=yeK;=Vn0%s`yRK0qAY6ls zU^%Gh#HY7Q+zzv@pZU4|bcj_w=Xn+T@gryNLdh-!YmvHyO@6=F$wy)p@YMuxaNgB;ETSNsgDMwv6SKFWY-t=9o;DkK%M6`0Uo>U9g4h}* zgL)J|pUeG}AFxl_H-FP$FQ4vUn~03V+H74zob23{y$@DtO=RG)PWtI6uIr53pEWtUU?oroEYiPF9HZ#hMAWLv=6d`+QyUo{|(&d$1j+md~VE~iYM>AX%m zQgL0#a$0+=>-gyLFrVo9_EY+$6Y?I>wDu#lUDm=FJ~+TOXRTRwmEqWpm%MF*Co|Dm z4$0Bc5MHQ@v&y4NY;AAeEG}^Rs;E4APGdIsGyz=As%^Zu@upe_KGI+TQgmR*Q4b6# z^|e4=saa_)7a(a$;216d?WAX!(_AvmC69jj9QB3fY?%CHc;9>CVFgEACqRLvj+{75 zoyc!%Bj=>X-P$3$kjcYPfDsBT0cRC&(gILew~o_XP^8sd9D6h^Ioot*RS#s53&#U% zB%HXMZoh04@q2FkcizA|VgQu+^ar$^59R!NVNcKBaJvQ61MJBk6(J*Ytvnm08hJvL z(ZhZ~T1NI6sNAbZx(F-_M7cVbE6payoMr$DXzcbyR4Bd&9=8`*1cK|b(r&UHMSKQ! zWBJL-^#)K+$-82x0<|;E8kYWc{7S0=(qgQ3EUW6lbEAC;62L}LXiLouB5w8FM(1@L3m&s&inK)!@cpYh2v%5mGMnKP&QVI^QU{lm4aX3u?FjF9X?l8&!>>-G~GXZP}FsfkAY)%jyvS zWr60CHa>-`XJFSS@lLL~AoUodl~VyWC2b(r(^r>zFSNSGbQAyt0C`ecE+>tNs52z1 zOR50s2u{mmg|uu=$ywneA(3zmxkKq;XlJ8}9CTEQEPHlhOBbmw`CM>W?vIxA%BQX6 zDe~>w7pw!=iiei|alEF;|MR;7Cxtn{gbyVOJPZTCO=p#|2wlkt%B0hPN5pP;SPHC) z0|_T_^yhCME@m#j_5RDSf$#$C;(f!s1nF8uU!eczGa5lV>s#d#foFp4YW~YGejj*} zCE>3Bdy-7m>GoYOV1GV7&S|D%f&W?$k&6HkaFpbn+(zIYVU$1)G%v80q{%{Or~i8a zK0^0D{z;WTa{Bxqv$G%{cv2~l%0@Gx*#FQi1=_6nS&pO|>X}1&znTLj$**$hV~@c9lRZ_%% zW`ID^KGuuyaX31a9~(Av*KH*p zDcv_Aj|ynTpmi7{k7^}^MZ>pN!X(HrlhM4{v9n+7e7+6(hiBk1B`&INex`}jOq`QY zATa^RUxRIHkrX?j=Q6i#Zjg<;_i7@POa9R$9?jVZI*~Uf7Mc}4#f_xOx!`$HsHd2q zIMJeA4I@2+F0Y=@FN(l0vqeZ$E!;mJ7#u8l0xlT=$Cm}NAM_jw-GL~BC&HeRe_>y%iF(0%p8wg!!kz5( z-{+up$$3XFDfU#=^}SBQ@TIlJWX)?HN{Q?p)Gur-r`UE>4UBf3RSU~9dEAk0`=(bPnm`J>w5OuWbelIhDGw)wXmwWtS_QX@qo|>A>LO zKz(olO0o3LqmK)A4X~aH#K2$v{77E;dGg`7Q!EVWl3({+&?jMP-OAr@Sm+L)->nK0e7~U(5XG=3?4)K6B zm$5C>x@oYcWQos*8jeXDbPzE)1Jq$dOrszVXM+{&{5FkJa*N@)A%&Z5S#ZC|>oE)= z*kT}PL`D}$9rSvDEPT#1Y*O+PDMvq8hOg4pFwMeuvq5hfKbS@|?L~yMvajWEoxy9t z&q_+BXBJ9H=9d%nhZ9dt6D0(H6!}S=7|yQe#ldwJlU0CO!?q}X&Ra%Ts_u!*MIk+o zwN9F7&A2}}T;Ht@`Fe1wH|XB^T!;cUrHi?tU=!JRuYGH$LTrk6MV@*8^;$)AnTAS< z070FeArKby^ymvYI^wE2+M?CWH1gKaN}2uHRwAY)wjHp$ilu_Ym7y9@cxVjRY08_v z4%jISp;+i+DtAYj;ay)hZXDco=oIL(KO742>>N(0gD408n>M|*lXvd(TmxrlI0&v? zpg7InBOw3NP<@LwJifp{pH^Wak7{C#xWhXSqSnLeKrnqwi=r-8%-{KZ8uI$A`W&~= zRggBVAo9&ezu79Z(7TpyKO1(+cLM9VK}7y0_otkN#xKGmphY3UgA#ABdPrr~`wA4} z;bjM)7_!OXiJ{oH<&s_ln3w1KkRf;u;-5q4;T!vnCm`)3#5rjDvt|y0FHj&_JC7r6 z<$d|XzxmTj%*t%-7b3?Z%~W_Pk$IGg3+cKO<-6=r8tD&(_TY(f-Tz8qmWqCd2EHk)XU52Bre8_PiFZAB?pOjvs~l<$o~U zDF=O_E5q>UPwyM7;o;ujw(UXlbn+2=iH|&?en1K}#mICB#1;kxb?LM9 z1)&F!Oan+5$om|TyyLo#{+_Crt5kj@Kj&#>8RStb_QJu)*rg~*o%+K^3lRx&M#Pzd zxM-o${X4o(u#e4O>I2<-D1T8)DAP8Aj2>LT^NG9JvlMGa@4;Z$Jw(Q!`M1Y2O}qBL zX`+LJm8Ot>9u zKFZ|Oq#fH%BLnutM@HrD9ISz1mp>m#=NVQjO>3yG3w(eGsqm5Ejg|aX-&Rp7wMeq; z3qb8e*ps$SJ7yY=Wn>UF{pPHINIkNw|Dzy-|8pVKv`dO#gyNgO8H*gOwXGfup+y%$ zc}-`W{K8vVabiToK*|319)X-s7&4ajN7>-ZVrivv)VZQ(pWfpGFYsp>x-DDhMa<~G zemrFJ@ySe+$BuHiC_V+2^kAeG_|XZ?r;cb|Ru0;=ec54ZIF8R&+4{_b5K^h#uQ9Q0 z`7_tuxWl)JYrV4JUPjS+o4%4X@ohi1zc#J{2IA8`N_q-Zv}Y9<-5=H0LrzVHZ4^n^ zDd`pa24mQR)+&sjs!#l0)?x-ZH@@}8ZJC?1ZWjzQY-Uok4qTdYm0d$7EF5T}LiVtd z;gEGHT^q&!;)&4t2V9!Ute#l*EXk5)*XMa?tStNd!2y{M3a-%vrFw~EWyYvECGfL3fSmTx4+-~@g>V2aX) zA;Z!>SAT`Jeq)L(-xnMp7MVrXGXH#PMjtbWwD>YN-Ds{6U)pClI{0C z#Nciy64~~E8L9;7F1B-__8&0jaj-Y#*N}&ku@&UxvO4JV72CT)A34vKJqHRPNznFp z+a|~K>of4O28$ILm4zm0(sZ2xO?2DJ_&3?tjZ!`{+pQ;h+9>x;={mcq&tkwmqrA?I zvbK&7>(*guRBYA+bh>{F8dZHH%pX|e^zUDWOQf%H;ladPB|qJj5T1irvqskjArCpC za!FsI1f2PEsJid%)5}7sOTLMw?gv+^c5I*u3%5&A#_Jypr>1yj>VL*Vf~_7N-y@Vt zHL?v3>zu_Y*_H)K5F~4>KZ4;Zly^JQ)XEQI`kjY}YEQ^r=YZRyt1aDw3$wAzs9fnK z5G$SAoF+z^y-n&uxhAq#*iy2|!zvL6W$E!XLOu2=w5rm)((K{*FWrhH{~+Vu zY&jEYe<;vb%WZo2P4mjG%=8Y1pr|+xSZ}ieG03|Hn9JDLC+rqD^m~aI( zD}TzHXpQY?(NmRP{Sc;hx6`Ya8xu~gljD_C`R`pTU)13UB5ki?)}Dn{)i@hb!sXq5~!7y7VK_Nso~Jw5*8(N8*Ad1)=#>eRRmv zo6Cgn`Bh0Zh$wwTpz<$6OtUOiHz>V>pN~W@DHUtkl+KuG8@wtWsIl)y&G(l+jl5V? zPU9lqsq{I%T_y9*6aPKDg$LIHu&!m&UGQC#;_Q#|>ls6DU3oOMrmUynYXxi(zw&GK z?a@PzzZg!2_T?u1KWv?KRFi-F_OU>bP!VaSf}k|gITdN7VU$dzgb~s;HVaT{0s_(~ zofCQaPtpx$Ags0nA^eceQn**jg7ckW zw=q^*<=?axR1mdpMT}xlv_a?Aet>gVVLdz#rYD413u43n^h;){EeSV~tbHzm?$x9`5w*+5B|gN zR#!jIZ|!zH0)?9Xs*$O^{zq6We^IUjN#;X#dVKWkRV2RxU$fHC-m5HZ*hCkae1J*@ z)HhqF2fac7A+yfpeUhQH8`Xc|5xRr1%h3iFWwv#J6GDbfe)aapy2; zh)a)j6zY>Ye|w^$_p+nSi98NH2YX*_a<4>xLZLD-9s*7asg=k1ZfVV}%*IHLHR&VW zcF4E?Oz@kKBj=`f4x^KgXVvRcAKw2*lV^-%J1y;R420mo(1_{qByXt>k{H3Y41yKl`TaeJUC7ZB12%c(xt=#$Y=`{f`vN6cK(r<|}b<8_n-w z!fZ^xs{w8WU2Z3!KXW>!gHMukrv;RXqT3Mi?IEb(`JMouoT~TtV%SG6(o4{+0V#2! zT%;2b93kSX>v`Ivpq8-NGk{)7IU%$lE9JuBZuy-;v(}S;B65Fx+j8)D!VK+e&})^d zgV~LAubUWo27ki}5{&}>x?OZy?&QY5hx-rO6PMa6WBd7C+p>ieXpYcX6eKALH^KNh z4t8q(NNOh0d#wxL@=1l-R*# zG^Nv-)Dq6_A`}rs(#f!_;}@}@1FDZ#mH=mZKX{D|5D|ve9*v3t|F9r7&=GL9i&n=h zFMJWWbnB7sS?(J}17K2AhoQD~BZRzf3*u+a_s+T%EBqmyeIQ} zbqkK$-gjhf%^(u?p%j)6hYA&EC0L2dpv_@xvYq->(bZ2|!C`_+pLm<+e`)5*4?i2{ zbGhkc^&_8ge9r25S!r4CuMQQB?MFdR(03?dFmu3&+a78LPYJfZ!jPr>AnI%Ll zIFe6yAp@I9G+6354Bp^?7l$>3sT1s@x_ii+Q7&xq%{8e!kMdOJE`bVwFfv zWLw4s;`E-L#IR@zPVVf8ckB!{KRc04WgH#wjZ{k4oi}gv&VhRU&Rus~v1&RM7Px>O z#h5Cp#JG&BXl*>(LoiUHse?6qsh_Ft27Snmuj_I*&ST-5*o>EDvxjfbk|}Pd5&;u# zbR8)?WAT9;tx5tfYd|xa9qfpzmM@PNDweEypAzn4EnoizE;wrwVPOuqUj1sF8;?ia zFN4=ucD+#&Be$K_G$s^`1Rv*8%t^Om^SFfFtk#wM`b_7`$+59y&f+XJ&xP4*zxsWqKn3Ie=MOoEdfk zha_gWHK_X)oy{;q%e-I**7J^4x$85uRo3QaVeIek@6$jCJ1yu5J{(n`9J9B>H@qXi z_v0&IvcG-Afi9(7IrR_FozMILFO;!Z6#90RW9kngVYjN#^e|PnzX)fZ|GQ2L_-XHZ zDJnxU2H}eSpAzNmMoYxn&KqXK%YUBc9CZL2qUET=21-vo7PdM&2|jFTJj<1_5WQ`V z8FZa$c-^_2Q0K0isdIc1>>;IWhao^s66V*9aRsBZ7`qiI5p~6?slu(<+Gu43un@70 zAed&xv6XDIGK6ugUSS8J_KPa4;%Fr#wTPote1|IsNlTG2|g^ z!vNSJw=`gtM=O0(_Bv)j^x}gi(x1(JSvz zvA1zR8tp*kSSn^mAP1KSx{P4xkb8;y_pt4bZ7IOi@jXr*=qg47yHv7}!Dgn@sQ`5t zlBg)+D9*G244Kz!gLARx%kO0Ohmlv_D+z@0lMh9--YIa#MN`B5p8c{{cvbg%o5 zJORA9Jz;V;FTN9slOd#s_JR!qCU@X9WyMeHV^)Q_ildHLJ2ZEDP_1<+W+$)hDXEx) zTm_}%KWnos)rz^;9dVd%N%2nT^_sI`Z@fZTvF-w6lN`6VdG&IA<5&ACO|X(RZ?MOl z8}!LHnS`Zw?2I>8LjPi5sT;U615BijVn)%)Y*}6)@VB!1Qh}B=n}dfZQslVPXuD4- zESzzdRNB`A%Wo^7i&Z(`ArhCz z0=Jf4#xXPrQw4Jo78C{YyJGlt64%4xXZe3Tr8TpecbL_nPszfE@x+}^FHLxJxuxtp zBapF4BS8qWy_!D^Yr4}`Am@bTFJEuOkDP%9vGNnrj~h0$`fkoi+8M*ZJfd!*nZR0L zGp={fX>xc2nu*D*tj_!~DWzGa#+k6ea=y*)0u7#z0GfcAkfe<@U*2mo>IzKmV?T{q z3_%L@Gkz$wviYf*{i#o4pRZRo2tv8Zau{t8QMZ&B?j(_j*GH;4n(QWDzRldsd0d?? zQmP!a{b##VX27wt&$h)mtwoJ@6zx;}z$c1o_& z8J*#bKQh4-E4#Ws*z+olEhK>mrq!OmS~vTSDZ=e=?J`?(#-8tJ8>(jRZRb1c8zg;W zNWpKU5{K%ZH+8kh!?j?m6|MAE`scAqz=)2n{z|-vje^hA@&P)u&b`)8bsXkVAXIo^ z>#~-@MK9AZf@)*v8`b+njmG(4i$%&hOoABU;FT(eE^_;e_& zIdg@lIu@0h@jfd#<&nP|L!;tcgo&4TRoG2ax)t|-Gz81SD|gxwL+TN(4k$gl{JngQ zD=+?NiqL8;ni@^ZPEW#n^Lc{KUTbr#pk}KT5i&WNc2B);Q}4_I#S3VwVxb@6GZ#48 zUj;^3)NH@e0!045(3J7#G23mYW3l(r``_=c9=PfEDHVULsyb(%qPfP&V1I_}NI!Lj zTMbf$$@EGg;s#m^#Dae`>TxnxW!fyb_D(=;_ zuJ_!6W|DZFOg73*b8}UvPiA*ji|@Czzf4UTgC-g5sRj>HpnzCMF-~U=QfT83!OQ1Nju4b9@K)R+wH*G;F9t?Ztzqpe5H1yf2U z)@dgr9pk8Z^E<=JxM6AfC7I~deBiKH@;Faho}F%0*sAkspQ_cWbS9I#Z7Py}NP1Gh zOyuQjDx(}jeNvOv7DZ(~z^57PzZZO1Y~`Nv^FHCfJK%Dvx}V99?81Jb==Xw&4@Qih z(*orihBPh>e{OQ7qZ-X?mBI~N^cYd0n4xjF=8%1ud1!C9*wVgW>@j52Ln84O^y`I5 z);)Z4)5oCjPrjEA)>4!h#h-;NScX&JVEe~Y@v~LIix2@_WRk~)taWBGWXQg9B5%?< z;m@%v3ZqlG}Ni%=G!MFlw6F2yc>ONnG7xy; z;7uR}qrQ=5u(80Q$m>z*Len+9W=djr(<2)QDxou#m38BoOT*k>a|^(5W)Yb?k+cnR zM-wUs(XDT`6pO{1_^$&{d?0c;KRb?rdTd5pfv-6WOEBNm^dJ8qF(>D}UzQ4SFl@01 zeYwZ%5p)b>2j(L;GwFd}EH6nit25t*ny^ovQjFnrJ5-^UFYFLAQt>`SkPb4M=2qSJ zLms;)e@ir+l}1FU1I-#qhacnhYpsJ5W8n>qo8IxW8_+Ma4A=)7;45%--rVe|O8xw! zSUJf*D(wDL-^0vi=80f6@}&D04!)s-C5~WCxW|zOICyOY(rWr6zet6GkvBPV$fj0< z4X`}$m*K`?4=aS-kI)(o&-oU>VP(>dwtf93!#mlM{T`m|aSEn~w@J_p#CdXl$UN7_ zy?fKVL5G00v4H(THX<$anDLp&^~O9_#xwj_*zC_bauIGLA5rNAfr}uNs&(ogg<$A7 zy456oWXtW>(>ayur=odEx3>lTcG4FaI6rN*&}oRt=-VCrykwM~P734{|Au^G z&g9DuSzpaIYUJ1>Z=xmyjbox+@S1DO2uXFOJ*!)Wame~-F)drmuXCca6CawzzBA6R z;VX5vv|35CtMb#3QQX?hNK?pCxi zFB~i+l+qfkLE3As>bM>Ex^+AFIi7{5s5w=IfprFD$M>^0r+l)%!aJP)dId4~ALX1f zgXXO=9ghpmCoiNZsD0~!F~|YWaiGoV{M@9srtkKiNwMqrLkE#Bo55M#izYq! z&WA7t9gDDGnqs4!gY&bj=C!!d_)^>9?S?!D8~C&~L7viV)8emjXTYs_V`^B=0{VXixE&UWnsP(M*;BzJM<1G2nIBdne{Rwv?7U4htk z&z~(vUmNfpF0?pHlN}3>Y1FiPjtNzMB)-|+l$`uxj(0H#FOuy&srsH6hAF51*_xHC z4n8sK|GaaEV(Rq1gR`!|@ye^f`Y5am*9+ShE8J>6&JCc1GU)SZpm3Tk%^(H9@92|M2@tNmOYJa$IKRFoUmZi2rqd@=c6T zZ4ZlC(gN_@&1L2{fnjRw$HL-FH#bAX!t>P^az_?VRV^N7Hjb~0>e|NZ9^Y}*!3q9_ zTq+5OQ&Hs^Tk(myaG&n2$}__Xa_leKn6=2~@@+uf@d;;wUef*2e)+Q>zLzH#7$A=! zy}oT(K7eIrMaG~tL$H=OvatSp9Qo;*cZJLclB{m=KbjlQ_&4tUbeHOQd{`E&L1M*+ zE$)`FmWig4e|ceN4yH8>VX>KlQ48GCo~pgNwr470A)kpTLMzPgDtA<*PgdX;mX;%{ zgT|{Jk~11uz3!QE$wf#@kpCxRHJ$GX8J|tNf+VYxu3xTg286zG0A?})u5NKYwBb!jb4udpnsYml7ZF-{ny3eN)5>PD#(cm2qmkP^j}0SVAntam58WB7x@y+YnCx%e zF0^!)=UdFmhKYHlGcGyx<(v36gE+9P|14cqwDD<6qQ6x_boOEElZUc&E4Y>_gI&>qXOl&2=OeB5{KCWmqcl}!b-M*GHZt~jfJ0kv;r!&}8i znfo-{AuOrtd!X7baxuuB^MmBXq?()>(55|n;P-Jm3=;j7SIv&K!z$ntd(sU$N4~Hv z2om#lVp5xWTWf<1u{VhKRJou{8q0+#Zeimchw*ga%%C-871FIuT|OI^sPZ``3nuC) zfemr{>63M+Hz*aO(=kS|tY*DhBSmD^S&gIJA8ahii4Hy^Bph%fYf} zp6XEhCpto}iUdU+wr>jTFw8kzR$Y8?$^zAfisx^ZGEGQr0Qr*Fy39Syk+sJ%r!Nr0 z{Dv*{o?zLp_k61M(&=*CC8--(Z37wikH((|HlVUSBGe?zA8FX%wcZSKtaB94?G? z1_IOi7vA;UP=Yw}ZjY(TNk?ToG~cDfE`FIQ@fYO?!CKxn|0DM#0403qw!=HB*#_@} zvuM!+C5@VjhIDt?mE{iRCEGjb*H)O;kRaXXItpgzTB}u!Re~Um`ks!1@zr@H(U`m` zf8LQ;^tT{S%0HSu7cQ<<^!!wG4ez%_PCvgcO9(rAM?fcX&3v%Z-eomIpmxBXRza>4 z81s|cnfbYXR9;eOUiD3P3&##wrGpdBy~pB5SR3Bt4gHYzUpY4vI(5{oR?s%ROYv{z zchZ*2W%^mBoXa1oOBK0w$k_+u@8pyFj`UC-$t&t_C8qX|^43*_tw)ZNV7!<6)K%z> z9#S47PC_@dDK_OtCC6;nnXbOkHz>78r}VZrx^P7mZHeNm6-~#vL?a$H>$%`|80=>8 zC+580&m|u7Pe|5ZKZ3mw*boHc%*vFHtp*kyb7j-%^^dH{HnMDk<4 zwK|r^5vd%xcg^#|VEBq{@2v`HJ7G(pG6i>S~bLX za~`69$_Zf0!tV5a6jCh&H}7(*EPs;eb>gZ$gN-%WGyh%KI}8n!*?O5akkhqgektIY+&blL4JTsMtgMAJQb>v>Fn6iede@S(l?Xfk^x zqrsPT_x*a0L$UU)vrO65{>SYux}+OB8bdi46aM;l&1NDBYx^gVwegVGuhukjc-O!i z14j=NP7~M$@?k*}sOYNCe6N&y;+hFRWn5Mfl?e!@_#c$n$~Ow-uT_t^PQeQ)%-!%xYaaZ+t+E_6igA?`GnozT@c%^Ii4z-<;nc&`|3SD$;J$Mm} zk9(c*ARcG6pvyZJinY`%K2OrO@HX>Q!ot(jwdrSe@{=ZZuR0Cm z^;5lgrMgrYeX12d27P>-?NP8T9Jj7$I_Ce-@;6p?0-5e`?@jsNkkQ-=D#F5gq#HH~ zF&@)RXkyA(G(ukjCg`KzUL2xtjZE@e;)#AezG2v<8q$r_>9}gVMH4jgH;Ls(b;g6) zC0}r~wK*LYmiQrTO3Alf|JN^61CCViMruhhXP#~-@AHTtKSMBHS`0)DlB75jwQRU6 zf({Cn_{P&Y*9}{>9*Ph67YO1FwD7#k<+vAN#WbXo!R`;^Io8g4z&$F9s9fcr>|7AK z%*A(evVN(WP;8gAW%_XHSIL7!N}~&U!pdJ^?y#uI71mPQ7-Sswx1~vkUaP#xr6S1N zj5>Ij-b*$S-;paYRiV0+B!L|+)d|J8#PLLdKBqMORTeFIR(}$uf7Y!up4rc$VH!LOCZOR4k$-OJNfx~R>_Y|eN6CwbHaatqP_P@VLTX6s5p z4G|M2BWh&%+c{C?XQ67z8?XqTSGEtY8mwHB-JQA}fI1X_Y!5MB&8&yIK#?u1R7GoN zQJ)N+ikcTvi|u|4O?uZ+V-3s;sLj)b{`ZQL&R8KL_4|+K;_Nk_iZFw9pl19=ACHO;@11G{j^*cW3Zgp7x7`}5%Qh^3 zHhU!2@;FX*3)H$i=^!QiNl%ux%QVq%r;D}VjKv71JXrM9j>=roqK#U3|G)q|_N9z@ z==C!kGYCIwe^hAS@L8Zl4hx0nsBp;L>l% z5mOzE2S?c z1M+Uh8n4S@Vt* zwjke4?l5}a=z)39`6>K&vXW&3u^J64_}eSOmbgn7q1DG=@11GT+Hi`yRs;}zUnb54 zGaKk^S8B_ht8wDC8>=CaV*;mLgDf4{#*G^=PGh#9v)l$j60X&A6?wgc4^v~tCH}?1 z8-=~R#Qd|XWFvDtgCAKL0O<&l&9x8ILJM5~4eTU?o0g!e)&@%&mpeH+g3N+}Qyt$5 zmsz+VUBq@bIh*I*(d!=levgfTjTFrRD{QJ9u2@a179HT%C!xh9&d|3~eKQE(gT&-- zeRj%&gGS)s{HZIxj6qVaMa&Oa-uwxXU$X$SZpU?MG>k0Q#wk6Qoz8nBxkvaSwGIOc zgvsxB+BqvRNfp}4LupGfZYRL*)UqKb8)FQV94|h4J^YD>!=;8RYk{fF0r zwFG3%ro;X76`Kwf8EC#bW+vJ`xg%5_&jk^s=SXMLGr^VaUC}#-4 z4-|RGCA&F=bv`F)z)F=)bo-vzQ4&M%2ncQ^-eQxDFBe19nLTUkj+v z9Ns^Baz(MBP1P@khU!Z>AtMjpkuagsRn?eLk6SZ$LT`v|ePHh}0H+6|Hl0sxpIdG0 zI#chA@Ra5I28cO$G_GIi=k{rb^NI_$ndBTlA5w9)6RQSiiHB#%#4L=<>DymqSj3x@ z!K!y&)>i-82GUK(EyVvo&rA~}~#K)u{yTy)YbTDPgPUnBk3|;cPB-qxFyaDIrGGutwolD2M2FvSqHN{M@Y~ zARojW;nTzd=OUe}e?98vDp0F^rSt3H_cuVabYBm{y>?GOubdJ^{8lrRRGELoO-&~i zjV-j;iL)P|-vX(O?;uPFdh?hx79!AT=m3j+y$vtun7{6ZJAr(j23DC*w{MRKR1H-z zSKElqW!a4Uh;3(6DD~le=^89w4*z- zq0*@wM83~n;dX+^_xBC-6nOeNHD)0=-X^>q9g%|R=rz7t8sq^yPYYjs*4@f%!)&s# zWy2N@zw&baw{n-=w3uXLZRb#RF%G3P=J2XQXf(TPCe&wWD;q4@AiV$BMC5X&@6C`) ziV*{QxZM9sMlgExKTyU0{i^MBy{0}w#<-U+l!i(FnI_a6(T1#$X)K-~qS@ov&R>HHZd4BhoVJQPy=m@(__(bHgGx=#lBi10;UJQ= zGd^nTMgLMi2Rk9lm$#;LiOpE`HQ815j&Y$sv8g4~3-_YP#U5khxnWlM>=mQ`v#|BC zrztb@YT1SJ@0QChL@bOPjbhaFU_d`WUZs#pzN=|C;9xl_IA8o1<>K*|)-%RsiRZx- zefi&_k>9kldqX*^_tzesCrWNTQpi3rq(!#o(ClZ~r=07`me0DNkV{AVWiZP0-ElZD zWPr%TdlMiL+&*}~90g+9r@+SUJL2~zfu$sh+`Q~#^p8gLCc_t1Vt)|DA<>^f&E1^) zS}-TIDx##TyPLz}#rubs(d}Te7>IHs1WUhx&%A}@UF!vGiy67%$t7!tYaIzvybfkO zcV7j9S`Bi&$MR+yP}brdUQG@r?wN}S=UapnwXyeJuR9n$Gl=QW?z`pRj>XhuaT^U7 z(q&Op&+?Rwh$qu-iK|e{Jesf-(aK=nCZOAt?6&4u-IhY1tYS_;^|%Gx;XWN=`CwBe zAuX_TKSiT*?9UEXkUD79-}agp?-~>ml_u?Z!?N?che4ij|A=>{j-0zRjkoo1E(*p$m-XFJYQ6n32Ip$9;BR&a?>o=sT-H z#-Y9Ht}2R6ZIDX>)hg7z!%O- z@AymT&!XnlUNUzdA-Rvr!&y1SQ_@^pO*}NL6e-PT>m!43z4>OxHH*8`<>t~GetVid zGxga5$!T#aYPggB3D&^UB?VR-+4{}ZV~DehcBr>)=mXgp1>uJ}_kUFL-!F@w?{8(k z0kyLNC;c4xHP7S_BAEFDDa_*VeB076xQL8FJ6z*u5c8GkM^O z-YvbO;XQW0VEAjbX8WgTzM`T;M|m11Z8Qe?!eHFahM0i@MaeKT&x#~{(lh>ji$U_R zSvl%p?Jwj9^$&pOa5I^sYYVK}xg`+4pc||l@)ke^_6KsxviIi;vL4QUsA4a>&Uequ z6T?%!W*Y{gpKC0k60{wt6PY6Ejm*+S@y~Xr_ln)QbiTR*YrV33LlS-N=jc?f#}l33 zOQ0z1IVcS+i8d}$AX5pMHz`Q@B}larKLF|M`H{0(`!cH)#_ZRsVmM$wOh=L){yk39 z;0*{o1%i~g45`x>K#HlS-RS4B{$+Wp(D6}Q^$iVp7s8Td`J!(>dYB?Sr7G_dS>h7$ zA7TTthp3CNFLPWP|G?-!P+e|d0ScV>3vvF?Pue|3| zk?Jb(BUfqO!3q8U=XaCfm1Gfj5akUZw7vor-* z2laKSSna(<+$QOn$aI{vSaZmwV9e(5T!@;s2U%O$bawp2EP~_vJF2BXhrWfM(FuM$ zlMcZV;M9U(EI(C!m($|AcqtIk9i}0_nAic^%cjzYlXj7p;1IkrbC!+t8?6GoYw4et zBXWsg2}D?R_gU1s9K^Rs!E@?4lmqlK40Shg`(zUReb0YOl9aMTVD3QQfa&^5Rx~uc zJWqEFuWA*et1(1!?$zB#zcTjncS>b1D8Bt8LP+O-L+bx;VEzB|y{sw^5R-c}(6o8S z;~!1-ttNQW+$ZpE7w6~Ph6L*oVmz((q93$mU6|0L`ulsH0f8vU=vckZ$LO;f4g z?;bJM)l3LqFdvaUbD@5h9o(>?=GJK(9+U;eIdt4p`V0pYGy2FvfET=>hhP#;`>VQo zVsdp$dZG5_kk?F8G|hRq$=Kpi0f#@moh0bYB{iz*5bF#uSN3SZksL)z-@bDk6<920 z8fi*+CCwW4ZTcOQWzJ#3A)QbbpZY5aDYLydy6H$l6u>swNw86@Cd|}}zf~0vZ$aMN zpR7;5rQ~nN5QTgzA)JYmiFVcg9E=LY%i>iB8%9!mVx%W;O1{lH2UJP0s(;-+ z#saSBOsikHw)b19Bo6-z;}ruDF!AlaG2kcx`JHKQoWSaE9NvTHm>UiL#@gd%b4bXA zN^l%*O$#b}XSP-XS_GZ+fXwLBXBg~8Vj#a;5nY*!g~dYEt(dWiz?{j&$wDXhmY{ej z4|&5F$`XJv#zw!vm{dk?OW6`mpHX}P)_*(>!RDCQt1pJuAK}fo(i(H}S?cHn-w5LZ-C^>4q9S4w*=zW!XR0Gk9ai zl>RQAnhF_6iAnrD;EOn+1=CLJf`s3##fxd<!wTB9@}-c(`ub>-loMkI_~s?nA!bxurSZ z6qaNZhxH|1YkTW^@jX&+?|D)iGmkUk{E&UaNLd^!v>rt24yI9U>cc)G7n3yh7SNwK z*IjXLmxVoO6fR?_2Wt*wOVgD2aqfVk_3KO46{$;gm>G`qDbbx5mQH|ueykf8_cr^5 z!Zlr<4_fjoJn~ym6Fc0%TZK2Q-kG@;?=RdwZ4$mdTn^CkixW@mzSLJld2X4P`s9fZ zPi~m8M<(BVRsD~~DI+}y@^`izMY-<1pt+@+?~J`Y(tx^3)*yY1^z{ADx7wMZ=Xo0Q zF|)P7;LwUJ>`5vn?0lq%Uv&6KQ&q*D{pC_0A01$yB4pwB1LxDv&$eQD%ZIki>@dS_ zgzC?xFD|LmgA)R3`&0vb3Wukuw3QDEUH*u_1JhNa#`osMLg%(eq;9I&(MgRf2Mz8UQ36-@LiH)@vICBsEs^-^-#1nU*o&7)-k>scwVdG-ca zzM6+jdwU)3{#W*{#kU$vn)a-7*U%a~z`wEs>PwB{EG*sd!*UMgVH=a(w%qXE^}IAi zQ8t+(zOFXyLv5&qf=R>Bdw(6C&!iUjXPsqLqOUtoM6C7rh>31xypGJf_$~yT?uEEO zu7#mjbsxmqr@X8wS6*ohn*DoF*gM>oPaEe4dv2g6+H&SD=9w5-zOCvvperlcuTsPn z@@i%sDy9_bxb`*(|CM~S@OMa+XR>REu*LS{FE*%vCIiXo9}f4YEoW_PME6Qv$2f`F z=0R{@+6K~HDymX-W}aI{yDG2gCLF1}!72@|NPq%HU^VT$JJ_2}8#BLlD0WWy>$G@L z{+^zX9ODP*4BXs0zHoC@{r55VuS}tO$IcY*qtv~eJ>UVI1>wtD)jDHc^11tGSH6E) zpvhNz!o4DsTvi%%bz= zE2%2hnL!tOD=EFlBc9zAYRkeGxco~dk*pKbHV-?jo|;cKFn>*%WqyaYtkPku*;%wR zF3JZQ=NywG5~grKMmlVO${>J3N`Ek|OXQeND?V4xzqt4O=kl*IxCw(*wq@t(cs8h^ zwb~=e-tFz#QZHLI>5*Ke=v8q1s?2%qaBwa0!9}G6K6dVdqeA#_zv%JkGdW|F z$#lg|2f|@L4`wxu{XpN?mg=8glwAyRSxMw=)S>oi*J3c{?Zyv3R91>#K^0O~StPcn zRa{~cO4N(_*m1%FaDhO1DAM^A)r_8fQQj0^{nLX%P6CyRfVA(pL41j|UDy7Z=gPD#Ek#f%jiIU8MkF ze1D2Un4;*gv8qRWBI}cbZnW(|(40F}44H0RZxcU@mpR;3&as~+1t{%wGYXp z?q=ZBgvR4ppKtDR#T+a9l-y&nsMz!v=UbRYqf~h(*Osc+gY;f0WD6GXum^J<{65I6 z*raYc$?u~-{iAV!vWS1cK6EY_w+`N%_}x$EZ$JrVJ=ADmpQMcr8{=4LbY*l*NZz+Z zJm{7S{yrl@;->QZ&UC`wDC}&RIwY(A00x*iyP+oltdreoAFy(ZS@VkuAwC2P)kO2= zXG?VoZbP$~V82-6-KFHoF}c&qdbZ_AB4p9(0{q36Zm8{COoCkasOy2V8S9`E4O5zb zNiCzSFA{AF(xyYU+-e1vFzuF4Y zjlrrWhSFbRo4j;-ki^*l=FM_#AX~xv1ki)=X!FthxcjlRqf=g2Kmle7Wle8dEjoLL zl}F7>(tq>|et11>0WkvyVvvcQgNNV>XmjQ@%8fx=-5xFuzF#&|II+q1i}1;C?@Sl+ z5y6KD@M{y=F<}Q+dm*|8Dd4KPzziJg$SSl}{Z*5+>zg3=l73E#N@|DP!j|8!tPXHv z#C~95U+8imJEwepvd%~T?bQ0+?LHG67_@)dW;RmlUYWNRyC=A;fHor=kgPhXEYX5~ z#atF4Mb|wOCwgv?(oUif2|e%|WaJNLFsHNt$+u1{oTp>s!~J8rZolor>FUPe!*H?+ z5o}RiQ#a&+?Js5(`J5}cNQhc_E1W6bO)!%~)bVY4CTF*fL@UXCKfpvbIU_FsWpy!@ zzC8+&8VuL0<&ptp%L_jW3uMqjOu%rZBhqIcpF3ecKUj0emKt-gNZc zW%)41md4s*DADwrEBxiDfJ=}Nj-f6oE{T}+IMtKmV(eNAI1H9_{o^4j-92D@=4y)V zmycn=Gg{R#Y(DJ?2A7uRSjp}x=@z#X( zuE5)C@IG42KT1PIFAjhQcjNcxlo9Ce2dpql}_^3zQruP%yz z=s7n)wE%@WlJ}lI*VRpC+Y#C^)Z|0|qbVk$^&8A|;GO0ACDTg7Zc=KvrYZ)0k)VW+ zu`6M5v{RDQH2@Q}wGY&eFn_k-3V9;QC#GD>GzNONfPEDk!Regzvg?Fo3%)B96Zk1C zz7q9I+Tex@FYh-SXMg;yUudPQZv|k$#Z^S6J0y@+-lyM9IT5v;4%pq!?s*Z!+Ctfb z(vYP(Rc}{}%vTSKi*agO2(@(vQ8fYDQT}W{ZTjT~hqy(Ji+>t~|e)khm@e7D3lo_&q65B&%nnDijkWN`vMR5|3bo48GRjU9#d zS&7O|*zT^1Ih&&rk=;wH1xzq6bKx zExvNPh*+w%oWEfk?@;`>pmSMG z+MCbk_2iqv3fAP{D%NXBGZ`RamRiBuGm{igSHp8@1GKOE)bDc}(p-ARU_A+19Ogsu zLu5#i3qlk{Vtt@U(*z_d_a}93du44RwD_mXbSw@rh-A5RFit#+N`5~TR__ZA=_H=f z?W0qXubCrb;rv8tjE>pC)rNK_jmgQTA z^;dZ5(8JI^m9@CPBAwe?<8fIr`MIx;g?dL~m^5=$?_&q|*ju+Q6!yJw_GaPtX<}Y> z_Hn9`pT6Gw`(Vv>gQ)tChI(V?f=k`i`=ZjKOAPzIOGrcE<_1BZ>XiJXgfrqqU_W>z zVt+PNRnX&Vz#*Oa?vM$Y3AV3{x>n9^-~`q@3*z+?NC{F&h8m1~bi3Pycy0Z%-#BC= zYq)H1;LA9INwU`)%v;J&1h)%+zmZuEUD!Ua__DTh-jY)e^-*#jYfeYc?0JBWYBMoi z?~V`3x0@$%gajE_)ca2zXhGnhVAaKanN`q5accvT`1p8}f55lS(b5rw6ga+k0Ps?x|tyj`+k{-neJ)9kvvk^By&tiln;~o zkLIl>m&`+f>#>RgQ7}Wg zG3+`??o%n8ZT>V}hxA^}J++SDxtYBlfJPx?S4&UzR)eUq1=^ow-d? zk`3zjY~iGJRc}LY&$0*>ypxV2p=(=7Joilw{ro-jCk|BoIa&_ZpN&Q(#NmUh>p(OC z6>UehlB7$0*#Vn-HVSs}N187!D<6J+#eDINI_r4wdVsT~<^O2R^q+?6ir)X}q+wca zGDprO0|t-?I6wIr%-56VxwTdM^zijP8qKcS{R;;IO{z#ckB=)0vz=}NLs~uK7EKe| z`tlPwFOahqKtf1-emSkqJoS8sY*7KtxdHQ$u_V>(aAKYE(?+&+{|SfwzoM2QLFS13 zq7bV0meF$;4nk&7S5u=OGzlcR7E#c4a*xMd%5)^BPt}aQ*Q;(UpI^7%1HJ$OM3ej548~C=FaYJ@x7*FIpwuN=mQ33X|fF}ZMiYw2I&ai^O! zKZy&-*Qy*5J;pSI+S__ZePkOYYsTrW5+Qzr*44?+I|X&MUJxu6aFDMro45fWg3ar` z6i#A93?5GuCt&P(ho0y>dOm*CsW-X>)(Nf|(|D!%LcRz*9Xe~K5OI#_8??`tUE8N|aMetI@F(duS0XaXSipKmu`Mk@98C$=7`eHFC z);4KgsVAV#x#q#{@i8ooT$-ER&bk(t!_#xV)({d&G<-j>?p@$?0%;|J0O!%N{(zO9G?6>iodppG>G8LB3+J)F10N zR5DA&oL;Jse3|xA7ep%QVZP~HXS$iB7+T<{z=v31yb)g=K4>4PEXh29Cqwjsk7lO& zCzTc=cP;j+RmbN*xjqwipMf^2tMqfOSpHQBy_+tED>Za7gKJp1!Lq~3ppQyTGi8>; zi7PXj;~mOBe`)&LUl8oI^*A*~{K>d^R;NcceVB+F&!Ol-iXE@8O`rVMmcC8(rT?mfAl@-#Biy3o3N zmT0hSNNJ)Ly?EByG}iP38ige4BHx2KO6*alM5cH<<;W`c%63_=wh+z4Cvhq*tjF5G z$N<#Z_eL(DpL=QxQ08?O0B$xSaP3Oog)P||ypaL}=S&7<>EwCV?VN?P``aC4UbpuK zcaaD3*(uKSb50nS#K(ItJ%=$muCEeMB2iJCw#73Uw1lB}g$^($%?s}RY<8L3puXt( zB+8!p+b9NZLnfgoIT@K}L9(91q#wg$8!5}@RE(+AyF>Nd`D%Ub&y5 zww8`EF~DFwknf0f-_^!y8fpv1Kc9_)8+pJOGsbxI4bVErIDl0VBQS6~M%HcMK$EVZ z)Zo)BtNpHs6=;UlQA8@r2aV)P>J_|+LWi;m6;{kvdR*`Hy6FzJZA2stO#XP@QfqN- zbdNcdDkD?^<1Z><*4szx5}Vpr$0hEuyFcm=I-dCI#OC;1PdTx@f5Pt2f{5JGCGKwE zY#$E27!g@ES<I5S0c9rYrBg>=i4e>5+^*AT7HTU^iT9=h;yj3nm_$*45w ze<%XKynFP282itlrrNOm7seYE6(OR4^r#?6?;R3R=|booq9VOX?;s$cv`_@3Mw&o!5CB=ka6h1yo#z^9KY|=P~WQ zGi9q?4nEKYe7;o1NnSn2!_^xjBwELDaP9Fz9!k@}2mJAY)9i<(R?OMXqPK9{*p~Hb zB4G1-3=+ z$fbHglW9Hj;LRPrV8KnZ+3MAw@;h5gc+S++f&iPw#uu#~5?uon^O>Ve-d?g*ShYG% z+VyIi9XM%j_trKXAO|e8y)>`!s*?%ey|4YG{T>DIy7hF&M7&$LtKr*)@_UO%%TQ9{ zjWA*7C@yBs*r6OqL&NT}7*H}TqBkV4xkXnb4|_FPJ7I94xwzn44(=CAKM4-MW<(wU!W~cWvmeuGyQ^_G z3M~7;Y1EJ2zFhP6&RW}C2^-t#hCeQN7H7(vy3%zOCVl8GD@n)ajs`Zm=(o^aDA0k%;`e$vE-z71 zzFw>F6p;qDgW;b8yJ53#cLl?L9D>3a2B3C_DMyi4c73D)>z$Pyoun$i%r^5v`A48n zwGbYbcM~Ol3KAuvlnm~d7T%;88MFMay8|2O3h3wjX1G1)5NgPB$s z9Rt^x1q^eP)k!_@v<8JX_+6@>(TDCRTJ*`h`t}wQ&;maNhcMjI-0s5ZEMDZ?ep4lCF7a zQB9KeL>^1IVO&nvS$&I~!*GMqDcB)OpU1_Yu`S`uLg*;+FLSw~veo;uBA*@jF=6LqMnlzt3zlcdi*g)FQyd=oB)?;-dZ6E% zztgl=u_f=2doUc{ya`QZ-=1m#cCp=urmoZF((nB_rh=^S46Hcd29ED!+>FB`(g;?| zvvQA$ef^D;KS}O#kTJJ{!DFN&4rNynR(Q*cuj&s)n$OM{2e1pS;|gWFp1yvHjKp+q zd(C;xn8p$;`B2kybVh#j^}iL_;!GKN8d)r0lF6SC1SvH0#HGQQg>N2jlQc@cBy*gj ztBCPJQ-z|;d9I5uVGo*-s1`ETva9$eYi&3vpQRv|BdsoQ_1J4z`nOGTOdIDyhcauW z;$NLt1OLeQh_KhEziom=#OI|PVQ(jTRd?SH*c5RXGOMCne1_bk;w6sqz#e-&*4XsP z*0B6RUvH5vhyV5yW?Pr(*0Q;Yl^$14s{AKS(gIHfzX@1fyn<=9VC_G=*O25o!a6_z zI(aqPd%JiR1D2L;sIVC#sV^8>1NUqQlx-O6yj@yr)h12}!??3L+n;GZ8bR7?i7PXDX=y9;a+FaUj`k z{RTqhVN%wG zQ}$tc5$2vE=L&r?Y>Q&CM7KP`xO873zQ$DIB+i7^@{QMF=dc#nB=kQrNN)>)jcz=$ zrAh9sGq*mxsY>|ym(80VQiCr)Sb-K#5zov0J(kxzewz%qvrUfoyQW10pW0#A>{pFl zHsO8=e44&PQU(3(g;a<-`)-Lh$c632a?=^%ZNr}x(x=zSuAdvCB+zy)D?|rPl7V{uH!8(c;N8{Kb>!s|P8_g|2ypeo8>H@7d5U(4yy!x~M^34fpqN+yknFYtTp zhg1X?U!;9z)`Bq9BtW=wG~jLluW5(Ne?Ngj44kc@S(utP$3_=zsHLjuZv^%$QJ+uCl!_xP+N4fGhF%m27P%h56ak*r%JyYtdi z8~gtIjDBM9ep;hW6@28BKiDV^8 z_3;1#KD64_*A7b|nn=)|S7+eQL9FAZ_C`MwF|^vTL#Pc)tiy1h9rV%QEci$!H!0es za>gO5qk){AWM^)}4X&8tbeFHwo+oEbt|i%XGZi%Rvp=dFR-_nfNi{Y|o>elPINgV; z2BF{&YJzWU3!?|9YNiuaID9!3oeB#F5_(0^t$B=eG7k$U^Ckxl;%b=u*blDvrkp_A zEA>$-)-gDrHJ#GPk+46%W*0RI=TY*_W3R>d8(0}ixKD2y?s4H-NZV!W0R?U@ZxDg^ z-VJ($52>hHd>P`jKUY2*|L$RMvygI|8o`^G^N-9L!W1+R1gbySkEwBp6*;1RCVl6x zr26b?P)y-5BC`9vjp_vpzLZLhnkWm`xc<9D*X;7!=iXg{an4_~*>9?dU+ul;Y5=f+ zP!};LE_tu@!67`A#oI5iSKBBcr-HO$t6hn%Jnn+t3>qcT6cFM3PpfN=-i_sa>HW-? zQvTqh>&RyMh3@Lot`)}Rv)^BIL}JyF-IJ8XyuBBj8#w%Qo+)=sp6y;BJv2@$>dOLQ z*oBzY%B75H7{7Y;@+tD&o43JJ+1)S&91g1QD46eUNU(#m+4N6wz_P&ck4{|O7)0qzT8sDe}p5Ii%+CB#Ck;eTwsH5p}GI<+5u zN$cJ~Y4rOEfpXh^4wDCHMe2uw7bEV=I{?p8h)D#%)q6a5&C(;gL-~GgdgLJ)QX+Py z#Lu54>e=q89Nz%9e&Cj!V8Qy6bHdnDQ;XV9Yd{f(=(mkuCVdorDV7JADAI}%+M-3#!lh97gv01R+dHR|> zD(A!Zb{u|}N=oe4rY2Gxz+an7!U#^TkGrVU!&T)hMmMl7aEs!X%>LAgaj>8fC#e3tC| zD+3abG?l4~PlBe8Blf(G`-3~qB4OEOmfw^4$DC1p;=B3_+7*X6!mWcO#e)Zs%9$=^ zfg7JhP=|8UFjKmlyR}lnW_GV6jeHt>ciV;!^V@Sdr~USQ zs6qgkn0^Ad)w7}cAJ%XW}hG^MmH0^h#b2q*`G zdN9*`3wg6aEyG!)@%!P~2*F3+%FC3K+-`JPmIY*BAa~4cA0L^_cUz{5)+9kyM=8)qqTJqPiIWz~9IC5i8|yIx(DqB4s~&|Imk zj0xmvjrH~{dev(6H_1)*XmW|5gZGq-^aNL~>m#UV`dDS%p^{s{wBms9R)Gnz7LA}u z)~t#6)~Sm;s}I!U^R8np>C#`gYnihA&SWbzTS#44^>z2z8X^zo`tpUPouryqIdcx^ z^xS55_`Sn2DOA+Rv?^t;1rFX}t`|RW32o)Fz1&QaPd;ID`@CotTRU+T*5h{;d1X3> z7g)5OC@-_D)te9D_(x{2ObXs^El?SHtTVFprNCd6(r)IDQp&!XN$h~AX>q~>$EHcZpBYQS30=cec6a-(>2fjLz zZf>b^Vv!uIC*QRPqb<9FIEmT&W$&hH((cQ|yfRgvbebA3Vq}oQ%0|tM)m+S(AYfOPKv>#CcJa?0NzejzCv|rqAvxA3T7Va(_!c9q(K4!j4$Mp~KF?TUs zYp%PBpR8%kfHD`!CfP`3QtrZek*-$z5Oy=am1DI4#IFU193mvq3`eYT-ffbLC3k%j z%(`U|V4`0Wef}ruLEGX-{T_FP*vsTiJuOYK(q{zwzuwKq2KlOaim&O0u*s&LMy!Z- z;A8l00%Uv>j4i*5jQ5KmiN>%GtqXXYRoHH43A>X%cCq=Cz0VDo9o>+aa= zllvqvZ{7~rA?ofby9iHJyw94=<#a*n?l7g;uVh8g&Jn2YATl~{0+-6yz%J)~4qP#6 zV+ApgJeV}i+%i=!vb26=3cj`gFAIKy6w0|)2jo;%d-LwV4iHA;gkb7|cLN*TQk!^F zxVCv_`MGk|;3%A_x7vrR`;p!8r>Jg$)pN*2kF)acn%{+?4ZVRp(>TR~;GVbV^iBF} zPw@o_a6bnGILxSJ?7Tp(etkO$QrXIR!Zc0MXg)}f`E=znE4q)#g#&B#F=TJ6br z);T!9_Jb9x-h|svrp#Q$-m<|y_Wy>uC(G85_ak3#f^!zgcoDKubuwPJ{!N;Xbb9ea zb^vF=C}0gqc{pfIkEPC{@pZQOkU-D!<@LgFf$ueP*$L9_H-Bke;^1oIYrkk#`L^k! z0jq7-2JLhG(U_#f1y337(e(55k;=l>jtKscIMp%-UoWmfR3UJvqRa*jMsu||%vktV zCiLze`EN9G{VK7X>73dytC}AVL1uMjwG{t-7@z6JD=$C>T>Mk?Gea(HlX^G(p)kXqnfdByV`zNMYI}ns1d2{=#Pu{7F|K^nDj%RT&JVIE*~&$ykAO z$wRanYinJq+PxmC^z~Bs5t_QAp@2ICl1z{@NxiuVCeV6g6!6hkruhDUWV~PZuKSz( zZan<*k8IXq1N=~9!xipQ<_V=~_Hd*HI18g&iAW2U>VAB?(qwtU$BY~(a98;rIbeR(Q=C4WGEMvHGK z2w)i%TcR=Ds%xwb&o%AOJ^xE#+s?JlvTU;hO$Q%n0OsBW{Rw{LLe*(n7FS!rTxj8x z1-ZGJSeV0zX|n_|1udch(arK~InQzVB4Yl3-y`|*82cr25DCN2r6;s911F0~#Zoy+ zpWEp0s%@skC=5k^26|p!8#Xn>Lh>`*2@qWw3a6Os4nKxxvJ%LJ5{|uRG^&l0(U*{}FX!?kU z7e>Jz=ZFzO2J8V8Z-C*ZGd2;CcCja{v|1h5bhDajEY#Ak|Fs7=k_aEF;m*0PsjpjO z%FEbI*0?p@k6CEaw?WK4vmR-!D9@)?e1*c*9KA0QkKsalw}RfsyHDsfI+sW!cvQc-VuT>5b`^btyY{~+p`5aFIPvaZzMn!Y zaTZbK$p0jCm?Rl*vQb$RhU)u7$D2hlS5B^U#woIy?{bzU>&rg71>t;-`v0t??sGi} ziwWc{JQ(h_D@}gi%;siu1GNY}EPYP>yIi*^=G~^8pMI0Pi39tQEX@K$!T2($(xK?5 zgKvt$u5Zbc({r5hou%>Sw^i^Zc6LG6KV>T7y#8TFf7)J~mENuK6W-iWVBivG$v?`g z2}@p>L+AIB@Ju?~*)JyU0=K9j^f{kOCHlKSwQ~7Kte;kblApIxZTGly=`=hK_F2-_ zM7Abxl9Ar?w-ZN6{hk1kUXZmm%+KZQFE4Q5YG~dNgsVRu)Uchex)ztq>9^A;Rb?l% z@mx}$6far>xV+2sZg%`1Mc+t&aE+4ogMCN3@bba;gKDA1%>#E*bFL;K29wj8=270NbLijm_O3It zwcU|!3E2=`{rix0?EOUWUkyv1*`>(X{HdOo z_NJ+Xl+RLe#m@Flf_{MX>aBLGB=(&I^N08!nt2<9o#9E@JXEYoK~Ui`3Riu_g@smb zqSQ%B-J;600biT_xXZm&oWZWghgE zb}Xr{M=ph&=xF#*L(>^2hnr`9)2(Cys*`g37uMr-oq zU4}^>x|QJ?ZSmwFt6LkpbSPA-P*X*yy0Je)%4sX?97czc7K?`e>5&V2)JnbWN2e;m z+JOIj#daLh_&JTACaUDWPWJdv3i@K0@pXV(Z%RgVB=5&WMB*gy_Xh_Ji~A`td)vJ} zzcrKH3lNtq8E);LyLe%cVf-@Cg{fOEmpKU{lpP)M7bG%*I zGDeo^TgHp=HzI<+S8j*QOb=s@8sqWF(;j}`EA<@grmN-cr+aRrAp)0@U)Ex=lKhUQ zHQw6|9I?rfmiTMBB&Q-1hdS)23~}-2W_GQ4Gw7^}ad*wujWQrI#v9Wt^TY7W*uCpa zh76F3bfCs_Nfkl0j-EN2{t{a9YWUNv?O6~WcLtDj>9>$uht!uq%IC1IIml%APcC_R zholrWv(ohup3Sm5aR{?s!tKNNn2xpdpg$`A-1ID$gH~ieZRW9O6|m71rxPpQ^V!4| ztipF8|7~C1cZrTQzaACZd!~!pXuqaAz7<%MA2eVhiGoBU)8TRA{IA9#HuPs+CJxX3 zB)sTs68%ql=dh17rKDjRatxMvg(1^3&3{=jE#G9#y2NV6b9n!k$NT@gs{APjSy7$R)@a?5*L{tg zmaCX1m80Go z`IyVC085fAdkZkO8tdZdIp7hS%7@@uD3@K`B-Lo$V0sV(mW_F2KSegsK-9_Ii{!>K z@UhbLj}wJ5*+FkjNl%uSOY)HZZ>ekNjAoS!P4b0)tE@7R8E)xWinAFzIz;~Ybi$FJ zk=*p1RO&E8C_CzI{fzLfcKhyGcIU0 zkXa%+UnntH6<&-YLRO%zuK}~#H|>jmOMD?;*Pf$WU#ij!vsr9YRLMUw5BOeoTWp{m?SP204x`aWpb4Qbl$5G&<;|xV^bS(!ce!~6A^vPbI^`bh zAzU-+^(a-1t2a48+o0U)Zk-LY!;9=XXw-U8Z!p&-@FnoaSR8k8`#4Oz+yCW@UJceQ za?a0>iVE2Oi>tATB76O(KyHMBmWk{J=|S99WVIc98UoH@%xn2CzN+fyD>FXS z+Trej>6Ogu;n_9NQYVBIlFeu%PBbLA<+Ld0@ZgTZ0Fq~tBbDb zb^ox(D+Wuq9cV4h2zCcoD5EG5)YxeLjYz*iiP&PtZtn`4&;Aq^Ukq984bBtx*71v; zyTvZ!!`FA01MlYZrklAdU>b&vG{d4^iH>Db-x8AqZl;q-tnR1)w$&$Fux~;#4vSwZ z$FT8C7KEwU_r!g-dT-7NTOqCoLC4C)=AP+Prds|?dtA6}LgVxPM<9Bq1_3DkErm1D z-gYgt--!dhzN;rCyuwaI*E+3el${5wolvoN>Fyv$(KF~_Pgm|v#e0vf!3q{>4p(;w zMokr_znjSs&9}U7KZsKvmoCc-clijZvH7;uC>c*d*KqTBnx#J9-Q8-Wf_2U7 zaid)ee?ePxxzU&xkq#5Dk+FT}U;vXdhzuc+lF&mn@yDy6Xsh26g*jUX<~VoSqm(Rm z`TmgUIq@@8y9=IExeFdLcyGzJ1ViB#G0D|RGd0?bV5;o(xc%(~^^axSsC>v3 zM}NjTijk6rotjjT)p1Xh2{!@#`4b*90br@LAfxICsM-b&B+w?*XHg z6%V|>)KZq|Y9Wzv3>o_>H>^=){+o2OOrjB400}x)(_?49f~Bu~=%sVV7U^?DR*+!O z2$Odw~#K}6%@N#x&a#M<&OZv~Y8UF7$)#q?*(^Bp{rYI(y)uM3v znvYm12mX!M!J^gIGjKE_Hz`~>U}_iT5SBh9mz@EZ-PX)7UFWa2fD*3w{tyUmCxb1xGF) zttMK|k>8C8Vnn1S#9X9TfySqT_-B1|U!`MwQ+WNQX4m-U!?ly(Y6Mqe0f{aO7?|6EmlydE=ur$hrIWjs=CqlzHSQ zi!syc*@23&(9P^!(%<(9?Ct-iz5IW<&fvZOkv%6T8K5e{+pc3wh)1N?`^i7De!(Ep z7~Q<#KQhhfT0HarJ2M2CNjnsiHmGQ9*}`G#%nXSr`sT-ghXl2YKv|MFcjkzCUhZL8WuEy#_znoJ#V&T>%{@LH9||c+c3GBGmcdYr5{>lGlGu94N}1gp#k6x z)tLRp)OFy&1Kz>wX8}QnhCNooSihKW)*xI~{m}~fJfH=iWEMa#EwvwWZ=|}CPc}H* zL77~Q`p_h83Z@QdTbs2}JE3kP-HcS~Z?^$x!Y1#|Y;z#rAQv<`1 z(Vj-b+4fY4#s{sy$%Qy--aP-n&0o9JU-XS}l7O?eEJ?Brp_(kEt1hOV)||q5RZ=gk zBQHg?HXe4oR2KO3VD9>!uy4Wkp$R_kHB8HDrQ8YH9}m;Xe-M1%Fl4x}LatnD2qJE@ z{THD92gP3C`r(rpY1^e?6?4@sI1t4;xm@3Sykc77IJf0jtr8rb_L8vE2YM1T$5dAz z(+EnX&e(W(Gf^^qXHSa!1R;>5YPB<|BKJvHyY9P1V7nx%s9DWXfE?@C)!_OM{lw~z zGE;5EKD`&^p6X4}0}<>S@oQWo9>9nfb>lOLg_Zh2I}_X1_Y25Jd{Hus^WCBuvRHlN;rHTER{OL$%q*-vURjnBPkm*|7fTCxk9^ zsWpZ{W=DhX)#cfH@2KRli>qFTfsXPVvS**h;YYluf47iITSfi(U7on zx~<7ef)BIrx5Mzdz{*ybrz;?}$fw+Jl54*HUF3Q!WP}@hz;pT2aMQP!9gWGK8c;lv zca-ye7cxGmWIi*0=MT;d8BVz2y3+USc)xpUcfEZsEM_yw+=xZb+pEo~I)&aT_st6x ztZ0vA*k9h2hGa(5j8A2e;p)=7bMNaU53$^h;8V+WsvX@`3c7?91eNLvo?f!iZq~$dP_$zD(qiej9D&e9$=2xwZQN4cgZti}tcrgJY$;cF! zq?bIq0+KwK3mRy6;e=s?dKCKufp_}RAM5>p)rHH&u zbeaAEo^KUBHVPb|>ZW}j@{TaNQ=WioliCr)ieQ8vI5vRwdDdxa)~_{&bK(1Dp6`^U z&bg70|%Bj?(xb`7MNWB1l)0`GDG!(Doq<~l2L`D~kSX@9=OEf<{4JJ@Y$ub*Uh zR5ty&y70A% zS+3Z!pC9#2s5*P6KyY}})k^IGNHJ(iw5?7yvm{?c{CAM(o-JN?=~A+DEOltH;8qM2 zRX3Y3R30ra&)A#m9%BJ0SWq5}uV$L$>ximInu!YY`K?WlNYWH^>u^MsG5^OP`HDAU z1oY5{Sz!{59Z*LaBk8&LEGeW{RNFU4^sRjQR@S-hxSI!}T2iKBLC&@feykLstEsvN z&DVCeV>=+@t(Pcmy#V0B-fCA_9p=>e+3Vzc8Sba$#q*^J+%V_Sc9eo9FKP;gbJUmC zTMKBuDhbwLa~7dN=w{o7ULMI(s&XdOp&ssWwi<=49!qxPeE7U+xX|;C@$ZvZ+~fh; zIOtoSMoM#aEUaJVVbn}>oI5g`WbTr6DQESPzCvgo@Ps; zeIoNg=`baMuYSaN?YI^Inhw%`_5O$7qx2EH`*K4wmu2gbRefv1r=B3JKj5(ZTgJ0` z*V%Oy3=f2YmpeaW-??$u9kVr>d1As2&^?SXNGHYcd-%(BYYmzH99EmEsJ}8VZa{&u zsI(`VpB7@%6Bjke9KxBsZ?k_o@7SoxjkS!`H?;rVPG0Mak1?QGd9Ri!e_fWTw>_nw zxhd$KORHzNIvDbvwEylsfSvhYC%<6$&Dw=!hAq^=z)H^GWM2c>59LGt80-2*=OkBN ziOJZzT=K%ukl;Fs?kRl3m7-6c$+6rYs}`T1?|hEpaU|IfN1{+;)<+499wZJ^?o)Dk zZ&#wjq2XC8o|mhADK`CA1{3nkb3CxBV^}sP=;g4RXc$zXiyH7qmS8ZxKYb$lmtF8< zeqF=5NYQT#)-HTdtz879KxrpztabiSP1N*A-mvA(SyRY$D5Ay~xPs122jO?r{&@3l zyS08Rnlo4Kn(MDBVhz$wze05RWd`vc6x4P~tcbl**b|1{?*qu29wLg{tYGxzWe1B> zoL6XHA!Iq2s9y*4ikqi$R-HW+^r`AgH@<<+D;LhHby$h1uW78EfBVi^ADnE5Z|(9( zyXt75Q*S@hpd%pfmA>)O?S08HUB+nfm{$r}<*ZmFr_U7;%@12_FG&yu;s}8%!G7s5XrJ=&(H5*rai!`R%zyluxfPFiBv3IWD)R zCQHWycK+VTvmGm}cd}hWG@^_JVJSbiyp+4v&j4k~`Q^vnALms*rdMhQb$}y|v#cOqqyD|D(06eSC4J@c ztp*sHCwniuJ{0u?(;>cM>X9z|qTvF<)$DES=ElyP1&peF9t7BHse)l1-IVF-6Ptzr zZ9KHV4t&qa>156)zb%HCi(Lj}9SI}1mktp8c;6CS!I5n0(*vDSwBsqb8nNFw7O?1j$7xiGAmyN|%rB zxSUh2Q<-73WKR9`hpX0by0HGR+wY6X_gGhnJj%I-ARjAUyl1)p%5_cE9M{5`G>IT_ zIyGZ^Z0~oZ=){s(+i{D|FKMiW$Dk#xD=tz@57r;dY^$*XdyF;lFQ2MzNaO>)>;{Zg z^*;=3DcKsvzi`bRS^ft3TEm|-{A;YC>gyL+G=%9J^MPu zfs~dz)innG*UEy76R&G-d`-;ypx`W(+!&4!Wz-RK;dXr3+3!irl*u}8heU#B(rwNb zNT-?tb8ev`5>(P|=M=nRemZKc#5}P|HRJVM>|lvL>E(R|d^Fd;ByHP)g*>Z}3wKHLwd~_?zt-T59Y{g< zw?x|S6{HzPnqJ0gpf`1C59a|3jgnH!2fSqmHoY*~0FY-Om)S&Fr{rZdw+HIi)E`2) zufXxm27?4;v$$HfX=r0zxVq|wKUjQgY>0Hy`Nr(`n5l3oo798~jl(CsGFqJ$yD~Qs zXAlJL6@b=`z)yJRn#r&H@xY#S_QnRdQoXaVNByfnSa5%v%<^G?z1QE;h9@?1249$B zYj^hI6oaH#c}EJr<`}Ld6p9&NqJH9sH4eon1>nJU-pu#IXhTXgtS=g;*8!0M#w9+Q zF0$$q2(dFWmbt&W$7IXXA)c|u?olOP)7Dra^g7kvIZZGIO z4=7k^!*jR7#CVAXD@3K)&ll*&4_^>(Np`m#=A@h-VG9b@tO_dlWUN2*6eg#X^%=p6B<2zn z52L%sW4-X|j5=p$+efeOo@f&_H4O2yhqWLU9}25x_@Pv@E-f!X`*7fz)j@ecNg)4{ zl@{}}VeJ#R7TTLsvO~EN2(pr>gJqx~7q(q^(Jd0e&1PAtMy!pN&rKvbxiV}!{fLP3 z^xshV=w&_s7sA2T0Kzl^0ZZcH#OBdt!< zIQp8J3kwOpHHcX*&E32R;u-?aJ9*(E#68?0{ z_bO>+lZ6Hw8rbP7fnT0~qBFc-Xvc*d`vtu_f0y>cX_}o&e6=ADnVjZTTDS5s=E10x z<@Jy}ZhTIP*`H#hhDR$cq|fBe?)!Ztozcg~S_YQ+ zD)DVflg*+YE0(P>y?1ws`jI0c7U2g2XAdHdHYC~%(%k=u)mJ5wvh%FYrZH{#N^BYF zAd3-#{O_gtQZJfezRlb>1#Kpm4rd>UX(V21;w58wP8ejY4gg6%Ut~ld#&q^G+Ql`w>^yvEDlb$gpvIEK7tX9F)e%%M*}}C zi+L=*VIg(sR2bUIwlh5)XRt`g?R`97qy>K1uD>i2{DoR{2g((+5DdJH{4MxJtYN^^ zq$2Q@B6!El1GXgt4=`*9>*{Z@qB}m35#{?R(HNm zyn)%XNp!xQlC65@{*G*1J6rPXfNg$I!k4Zq zJ~{4-AbAbSmN#@@VFS5)eG@Jj-hgvuE-|S6Gf^a7&w#DaJuVjM%~>ogsr__PoSXJW z(=Sa|vqjP<`Oi|vpKJ@*sUp%aUa-{=xch*PO0Gia=d6NX`v)ap=Wi3(Ie^uzHl z{*e(LDnY`gOd{hzETz*HtY6a*HJOi7I{ce$N|fZORZit8cH}2YV&{Tt6H2@2)@v#T z?hViu>yJk0PsBV>{$%%zdn%dB2R_(CcQQ?&V?Wb?o!R35k%=!RIjoT;b(s--`brNM z-(DZloPdQ`!$Q!lR%L*oEJdjz<=;A%oGCF{#@p~}$!^kWU{uAfw(l9+``lA7miHxSMuk~|{;dendxzs*hnnz3dEGj_URSN7d8Vhx`DbZaqhv1Jz_N^<_# zJB?fg!hU1CaJds3HKZNBDn?`;=pWC<1CF=xxD zW4$;3LTfI_{!)=+5~C?gb5$@f`JJs>{XDszRhcgD4zlh-`|ERGsIK0gK)*)Q{(r(S zlL+RrX>ww`+nsGQxA_77vc9OWW5S873#Gl#9_&1-zJF7m*KNNul}&6s2=y`7?#E%A z>%N&_1mD_}c(j9maJsd#e5BuH#xgX#%!BG~4oyzIZmOHKbh(_OreaXx_$FiXr;7Es zYJY)6m&=K@)`vmeb*b_B>1PF>j>;LjsA++yo6{o|1#MkGauGC&Yt~~%^UuJZW!$WI z#;<-yQhv%cTPvnK;0p!0bw5W@Em;nb&j9Vj?9H z?p{1z3wWw;T+Jp@+Tvg_wI?lc;S_U*GHI{=n7UV$Ou=z^Z@k95bRM@UcS08v`^=Mx z?`zebWj4{zQ1t3$fL<%!X8E*b9CtHOWzOUSB_G)dN3h9w)r7&Fi;GW^WXjL7O8Q(d z@&XRBKc>|Ezsz8}o<{J}w(L~50ZfDvzb6x52?54eZ+yafyiLo+nIjE`{sZy{tCcOo zzL^9tl?1z}76m3(Jlb_8x0zUb7%T%{g}2MUUTLi#H{mt2bC*~{Eq-}KlJ|~fqrW|M zZ!rBN-LZ3FsP~+qPqOk{Oc-jEGZ?u&j!Za>__oXn?lDnY!W$aE^kO4c>2cMClkS67 z!%qJB^AekB#tLHWvtoG zIYn|$Lb14$Y`}xL$M3{d%K~S+;H~6wsB@*%n{)^@88PxT)K$uxPp}AIL7;t|of7Aa zVjyg;^%7&jG-lv95bJ`^M`huoJ&&u9M&^3ztu^4tl_Aj8xh{?a&FFm}rfsq+@>g6< zpm<7R%g@MU?E6^QWc79vfXR5i+0Eq7;@i&;IF_TfYaowv=`N}XpyZ>)q(k}AXGTLS z;dAZn4BLY)GXc(D?x&@?{r(_g6b6N@3RT4_O*l3IU6~}KH0CcuS9=fU6$q>{o`|o( z%k^y!4V8&8;{0-Ntj+Du7H8bMIaCl$zyp>b@!i%t_(;h(!pn50n1r+?j?{Rb-=|WD z#J1(8>>G!@Ne8J4uq%FqoD?!UaDiBr#vbzdDf#8c?AFOx9`VO5mN20&cJF`fmt|)c zuHP$h9DaMxHvF4KvX9AUl4Z8{g@h?dFQ}cCFHr|(nf){*hjqp_Y=JeC154wMz-)?K zvmnbjqLPgEy9U+VVdvRjyX{uH^2Gz?0EG zPlG-OiJwjHnqS?;%bqD8)O^~SiuNpfn}=&GYp0S!)l=XNXFjw>j^j{{PJ0l)^Mebs zCk@3|QgMRk3Y3#kJCaLX79>0(sm+jGq9uzTAnYVq{^j80{4?yzaQU`~@=DYhPEtLp zmxe{Sl++khyqC9ii@*4VJkOf=ma(F-qf6aa53gmw@u2=8FidQi(ay!P#0ZV0Py93r zVekZpl)cC+T7|JM##v{LSfG;ZNz*`Hsg9JklHN@AUdZ^g9Oy626}*Ie$tD7gP&zc+ zy>elzl=#M3`Lo+qeli96$6`H+5onfv74U0xtOQF>V}b6Y9Yyhpa;wrzh}6p~uu^#` zv+B%OdCP8Dix<_F5g|iMHv^mw+PdfH>c>u*gJp9x+C_k`WY!E7NO{OqRD=QluqUTn z7lx7~ahjwHg=)5}F5r(>02#RsDOZJ!<4!Cn))8`!+&FT7!_AcNs}BUN1G@S2z}_j1AU=B83IQR0q| zgC~ni?OIR<2(|!9Mj)BnpRr%Wv%NqV?Gx%>9btR-sa!WDt z)=#9qB|e_S{h`FE_sX=VANiNPI`V3_`LL@hPj-1mw`P#V9ZV(qx5xFKt9{gTlhDd| zx^YbGv8V(lkmT*WTNPX9+94)#K~y0*JXku_z=XIN6^fv~8KxOJoLr zTzWi*&uIp`VE84(x&3daxo)bivlZHrC!pK(3EXn7uUTyA#kA=3U*1rDcgr(mHEz;K zXkm*tZ>CpJW4ItMWjse}B08XN0Stb9Tu7>}AK^}M($=IfKHH($GA{G#S6#(b*$Qmm zuiBzb)_<+6*ZDulF{mNkQw6YUvKjOs2~+rGF_7J4+*sGZR8p9KO*y~xF+R0nkN4Pl z6SE&B_$J8vtGL}wpC`w0RFz(%q9P!mRH+dZLXj@LM5GCUARrKGR1~C3??j|Y36UClq)YFF-g^%< zkn%gZpXdC`nK^ULi%f<$%p`2Sd+*O$>sn9rpZwF4WU%YwZ>AI&)GxF(zgw5A_KLV* zFu9MUL%spBFEgz0MIw7G)c}>37YJ3D-SX9WHLhc2N3NZT1`NGTe`yapzejYRyeN#h zMUTcMSQMK)!4BKAQz(1r@goG-haKnV8+QB1D5DTyaD=)ZJ5NbeTEI4*9}A>V-yE|V znXGnltcg2!q&%kns2iqIn0ih^atf7LP0?Few9(L*Ec^CS(wM}bmTUI6O;oNKqD2fT zII8Iq@=eg;%-Ij^$Q=dg!<6rN-5m9<5MEDNl2jy*#wAtI&aw7cK4l%a1!|F!_aD_Z zkE~8KDkBL^rg|?Q!1kK_bIvGt9@1#Q2S2_b;ikDL-w&D$!=-T=`Fwo7A|aD8E7J`h z@RwCpb3RU#{+Ffo*!8g}e*a-`1*Y1ac!z#zp=;Qq=>2VYE61{s#JqPrb4B06UfU=c zKLbu*s9M;)f)hA1YmTe#=hyBBc-(eL)^b4q@ag6)I-~gRX4+PYjE5DJ`%avf?*Wb4 zH-AO!%Kl$s|NnoWZYl}Lp57N5KJfKGi4h9N^UJd*U*RmWf|sTpZx^v6m}||lAXK1a zZFO_H^q5p_yM0|(2H?el0htX)bWp8+{lpshO$q)$s%+PXoh(XlYM*(oImc6ZPai&| zv@>pt4z(1`fx~F;^8ac!J?v`Vd4@C943%RzcsQxr6Rgq@y93srn!T_;QL6VoLk)Pa zLKcfv-K4#}g9~+Dv+=44>S}L{)6HeMX<4Q^uA-T7^` zx2t+w3NSd74HlVvy$)jbpl2^~?H`53jI!P6nMt>;;B^3%x;74)Vu@bAh@6Kf>5f^l zGu6&5k~&#^dPUMl?t9E|{<lZZa(-g!>Z~RBa zC+#pS)k|NLvMRaTW$4N1u_!617$`jEqe%|KE*+&V{W*$KqLiAw%o|Gh;|D(z@{b?gET>LaH)`B7hjP7_R z3K5?X2O&>d2%N{=0fUD^JHDvEwKVii`L}lIy+`KZ-5c%#zptWf_Mh%6egn>Lr58-j z<}%zA6vPs7Rv$f*irS`Hbp(nF*b~tk5Tmh`0oT|awxcGR|1o45znu#pPRiq z#n^_Kvzg+biQ#U4P>N?A3m2wB%kHe(%97&`n#RiV>uY~(h{3>b<*%F+ms=+P zM|Emy!Ym#w?r+h1IXRH;Br1Qa@KFJ}Dqj7<_p1Cml=&6|IN#mbpQ8^W-ap@@G3vUW zSZXxtc914hJvW`RtvJyF$Z|E?4A$}@mRPibZh!K?kB2yYo|z?>s>ut>r}pGJzDf=Z ztfrpkwc|gne%L(U6ZHJIJ*9j|c^vxSm=o!gUH5x_&=Z~wv7d%23CmQ>>H)s#30ZZ5 zCcQ>E`EYvHisDexvyp1G(6-Sy?0jCtU`(PXed=InJ4Nc9Ngt{zpN3g&Gz*WhgJtm( z-!Pg2RR4RZ;ZM7JOpt+P zoF(EC{dGUP%v=0`y7TEJxMcP6Zw&eVFQ~RJb;_amr)qe(&7+#(6K$?jM%Aq^c^+kO zmQ7k@@VDR|3dwH<@Krw0qM)XH+va|pikRs~pS0Z&ED5z{vqlgO?g-`~r7KD#U%J)S zj|&={^{X1wI1l~=wl=pmwYIeiJ%E3_zOS)mv(7N#v1j>r!Fgw1je7OTfy@8}qPF)<-|RdinE zSa16SJZ!Y-{Z`Gq8^*ou1nImi09@LeJuZw`Pl(vm$2S)+PmOlO!w0n;4D}vXY|Ej- zoY2I-sPVz6^E0zb5>kpUpr!uXT4xp`DYDA<_UF_*8~wOhD7C-{h63DrPq7Qlv;!)E z9a)yG%J* z3f|vwSiLe3-~>Ph8b~Lv5O?-bUuwX1c+n-iPmF6^tRhPk&fLDd+8iiQFEN~vu4*~U z5lvYnLZ0d?|B7-c$;A&9>iqzo+A??R7|TJ)Zbx<9C|bCSZy3=@I$pHwH@BM2wYJ~? zQNc`y#&Uz~>h>M*;hps5C$uf_Y2A&sV-RCsbhR!u%aCbZ;EO|F%4ufCbg2a9+r{lx zP~?6eQ8~LvA1Twt%yVi86j)FaS)M|^=~}ncDs57+`HIlm3Z%tFoc}%Eb56a>^TGdP z8P~AUaQ2CCYo6PEM%nhulvYL?2%K>nTLW=izxFYx`5mgKAtmQIUxyvhfO1k>0e*X*cj&g$)h-lHx# za@b6M;L36&O-hGFhy=0IcW~V~xkdpXu(omc(zLyYcrc!c4-C>`X$1cx$>R+OFXr$T z%baD8Bve1JRkr>|h0skpp-CZV*g$f%hlujHZWN@#@2O-Ivf^_}T-YC4>N->p@GGK9 ziEf_&_`P+Hridkki^C*@-wD}jF8As5iM5BPr_z=Cu2*PfKy{hF#+>LvoN+0yr zjD&@nn9)7QT4t%uj%7)^lp&U0z4yVSZwuyD;4?3~<+WzqgY&=A< z-u{aU$1MH?A8LxqE@Ikx4|rf#&o12*v?*Xnhnbt)kGrV@U8x>iRafcml3T{8G}014 zFxllt34G(pXeSnlFNb<}V>DuOXc{BW&PWABX*+@}Y*cgPls?GFux>Q_kr~t4*Jo78 zN($qh61rVtwqc?7nY@jsEzi)K!B5}CoETUjuKj=P)@%=vy;HMYQf}2NZ~qd;J{tT1 zsKKZ^;_w--(Dmv(sn>tNz5h~SUq>g+HSm;t!LuArAL|?@)_KX`k8uy`9j;@yYM=ixB=K6RCC4SA>T; zxzHsFH?S&xW%UaAGV_D-sjYNZ3g;7KOQ#Z$yBTd0sBrGYdwsym>eO!Rv|>B`c@`k7 z(cB}KElNC#%e`Jt>k>%G3cBq{>0sH9o{R<`ejXU|r@O%X<#zRtsX{>PLvJ55E_70g zW3V9yNVUc&!7xrLPkGa%nBqFW+eehZsz)DQ1A5`fh zEG@QM?WC><;=OU$8Q87hPq%TJtRCYh1`t7eJb@?q14H3Xgh8YrsXK8`ygdm zz6q8fijACLsJ2aigikN`(4=Vw=P~Oh=0c`;w4!Y+tAc~bqw>8jfLo?L#{y<5)3gP! zmQz$@uvAy&a!gf+Pg)tbA#nZzgA6iXo(tAv!>6zB_}=NR2A%tLimb;@TmF?lZ;Oqx zC_^msa8(i39nx<94|-4E;PXD+@~>)*Qb{_;IYqW$;PN z2?-{=mqz$`SMg35#+`hX|3)6hrmvr7=~K-T7c9z4z;F4-dtICq-#93XR86XfO;7XIc;*ZnVX#dowh5X zrJ3S^Tj9Eq0VUFLG`pD}=t#5JK}?0-9_>|UeHh#@qqh!y;WjsLEqn`MaJk$Zik`UN zSaZylk{wbYvbJNC_-I97uFybNR$b>b#N9f#Pzh#5t~)8Q;rNl)&u(sL{J;*&>!CYV z7=1`BHaE2~lirW84AUB0Nh_Ev{wt$F6*2Jf;@2=+k&sG(KcJ1oLU`GJShkR4#m@}3 zAn<77GYX0K@j5{z;Me6dTW8TCP^cySP>{cAOE*CW@4n;=>Fu3ybdc-Z51V9y{8N?> zp0!xmqj#CMF77SFLuGq%-tljqiINAaJ(nu#CyR$8Okz#^czZITeu&6w_#Wmqc%G^l zZPfjky2cE#V_mr0i?eXQil4t>q57w9F-P=M8L+dwnKO_9=i8;^@o|Cfy?ki3clN8> z@kOUf*Mme43FI3NxZDmQ#<|sWKv?RnZ8Qf@-piT0%sb#h+ckMF!?2e<$@eprA5o&P z1VN&`9y{J;LhqUO9$lOC(!!x-?Bp?-9ovE@KX@{z$-{@7mtAl*@j`?zg%5Of7) zN=k*l#qbl^Mnti1uu{>gOK)znU$-|=&P}kv*QmO2?|>%UM$A^Df2KdWNLI7`!d%XF zV%(Gjn`Sz0`(|fsytmaT8kW=Oz%pE&A<(obE-y9vPxon0`|F4E5N)m8jZWj@B+2 zO5$~HREvFZS@lm9Kuy$nH+E>G#~GcJc^jmAX4%UZFwd9NT$VBSL1H2emGNY6f2`5n zQ>1`?7)w?47@EI2-_5TPe!3G?G3NQ=U`R9o)dKv?!5#HsyS`82iD+oVY>bsZ8m%N` z(m9&TDk^5JawfZZR%{4k`%wsICE{V~)1rHqGp2 zfbG86)I)wWNtb`XIfvdFDHBVbAbg<2XLO&Jjynq-=f)V%q)0q>s?P2pJ3QyF=Fu>V zp9xd6%lDO-dQx<(UZ$}xoJrq`+Yh$cK-FBAvXOeW z51to3<@2y+B{M|NtU1e{KL5w2t4ICxT{CpvlgG{Z^t*E5D-Zo`yXs>F8Xj|veHWfc zB8|Sx{?36V;_!>i;@ z(zJDb3p&0Nl4nnv0}JX{SOGe6M!6eGOYN2z1m+wSv2QGBP1lvxU; z0yD}4+wq~b#N&^po`m?UfP%Jvj0fIyoYutIjF4BKFbiFkVBOdnJwlCo zW=j+rD%O5OrEJGC84Hj2AbI?dF`kSsb}#B#&cpD=GnO4mzT$Hm3v6mt8D?TvoE_g+ zsCT@*S(ed4Rvc9n`;Y2TEMGh1{ObUZhcX`ZlBdJW;?_o9Cc+IPSrPMgb?i=^mZ+wx z(+66lmbdh@ob^xpc#nvo@n&(DhitdU5&`m2U-O47HQ=>rKZY9vg+Th%P8OKA*w+Ur zK`xXa3G#6#YSENWSvp$H<&6VeCZ0g~UinKO&5WC!^DKPtUaGr(BI_}u!z?85_S?A} zDw_hpgirTc;)^)WAPZ8{uSMg^Rl{S8{-Pe^m}9FCBBoOz-Dz$|H$(56Jp0R~cs$x< zihXj{^||)#yGHKeqR93jFE*!#6lM?36w-CvVI4!qIv}%PTg~hyV1fQ7OZA zdr8jYPGxBF!BnafCpJaeVZRB1u-lqB;788K%;cF|z~@k*aA%SskeT>8LI2yIzL#+g z7%dX(D47}tZkY$DH)rqTzfBi7`~4tXiC8A85!hio%Whlsm=QZi2jP`PFO3PmwMj$j@(7DFKm>(T zts9G1J?R!#3>gwqTc5D2pII$3-ENG2)CZ+*Lo{W7iueImzx}=D(W7c!bo^oA3i|;)4!VY1d ztk~(iJ5icxYkpXXlSZYvJ%#RZ5qeLNmiBLb;T*@P>{4&ds*=x2jYlu?ys3+4nX5qCFk35= z@a1S=dz@b~T2nUgDmAmK$$0!%!yu1;e8pTfQ781`-(^f6_+>09>F&QkMv7`pkW#wS z$FMC7)Rhg&&mC4bbB{J+!#aHE36MW&=%>bS*2GIktAM%M$L_nfL^*rIP$df4ZS>?)oYHUS%>WtjFNEh-bMt@CSH`u!WL|R>s73BWm?YG9R zyQ?8bNUzJnh(}|c<8}AB=VEW#WADl4@noENT70s3MoG zYzLUdVk`M`b5E%SX!n-4`=(O=hwP`gxQSJQQUhDHQTENgur2Uwa{qr+jKHNUhl-}M z&%TXSKV-V#?aWHK#AamLB{MT^oMlH6$si`%?{AzJN+xl!Gc!wjU0;?D55lXo!SV_Z z<%7oPl!*%3?3dAb*ufew%btK4>V%LVFQ@E4@nwAUz1n<I`IzP|3vSjcf z2UI}IcE;*y-otw;rL0@PgcQ!K&Wed6K3s{th5uYgaTn5a{-rqOCA!A4fm&NnPUc>! z0=D$`W?J5Q7SyI#Y2k=gJ z9jLEnTIsrsOw%veom)sbwZknA0qkgOxcsj9pf(d)fQM?7iP>OF2Df-v4LV*BH*aI5 zhxqLzKw+Ve!WR*MYbU+;+&Nkgs4wgYmv4085;sXMP2ru#ze%YW48<7nv6(w~R9O)3 z{s6+a0yZxs{;7R88z2jwXimhd5I$@wi^M;czCUff)%q=QT}C;l2~J0f9;0lz>A)+e zp9u%wf|)NW$z>gO6x)`EjUeF#g$>Pxais9j(!mUKumJr!+Fo)uCdrEM)zO~%u#9_3 zRDOTh<~(k55g%V1|0N{Yl5%!B^2sQk!Y4m~*_&&}Ht|3gPEMsKVYFv%I8fxiV!xzX z+PlP!{;a^-|EMI%YhLwe9~Vb z?h}g}`6+(;(8cdf9!3}9z8D?*e8ZYI+s8NLWgrmh(h0H$D~+Kvc-U%36d^V_!3vbd%1NDBKo0ScZ9q2`2q)S@Tg{z2}jf+!H-R$ZH_I!N{6)Q7 zBO(Z*L9vIBmUyBDKF2n%-P~gNHHSe~NS#vc4p@pjweSZU19U*K&DlVn)*y2hbO&k5 zp%Ga5jxrs;`{s9;Dt+KNWT@fAY_G++0sz&A}u-y;7LP!-?fE>@1byvo}xXli3{P zj$7*x)9u{*B1e?88Ky{pk+`rfMgiT(_Vh&bt*Nq2|iQQ+nE`KAO|$~h`BfR z$rbR;$MqbF0hvl{{*<_6avGv)3p+vZzo^+wC3YAn>g)e+?SS?F)DZrE?}MU=7Vw1)w?IHrx(AVyVv~l38sKrDw#T z=I+E~H`&ZL)3V5TbyTm$y5?;2me&QMeZ7fCdyK^Z4T?@Ip;Dn~EF&+K?p-oOWqL0c z2Z_ydexla`?14dRGJm@%^_4RUiM1T=WWLKR2qUnS!({&6I7)lr$%2>C4XcL z!Xlwo#kyFuW3u*1gBgnFD^cDC2%#DCQ{s#{>~fbuGk{9>uJ>di zn77;hoRMiIk0bbEmlhX`^iRFmIqvY-Z!VYgKYx`d{>OqepFu7! z8T93TW~S5L|HQ%SllSxZ1+B|tUb2*(6oXA-7*b5uu+)K|Pp#77N4wWV;KbXVt>L+T z!+`DjrM?UW)-t3we)Zme0Z$@=BwP48LH?(NqMXrR5>`5ljgW3<-p3?J2+nj*Z4pH` zA1OU4K{xTFMsvqwoGAd(}EcYBF8D2GsECm|jvF-^@Q zzr%Xe4xQwnlfMYB#r%DN zS<0PrS|cU-?8r)DNlcYlT1gpNd$wgmy|@rn5h#RN=eB^i2R*!f#48-f)4vREZI7X^JX6E-oHyI#OU1JrHU=#oQC2F?fs5jmh#8zpm? zxaK?5AQ(&x14^Qz&ZgxzVq>3Rpw{5M*I4$bVoT2(jv|%EC^Tjf$t|6Q*)@jNi-#w_ zcdHihsjEs$tlA2tdh~4gJMabMsJQX9vb-BXLsHAHI`H*FA%#b0#JCfFN>2JZElzbx zO5Qz<{wd+8c^Rl;qq4FP8GH|)<~ai4&g!48bU&IJOlBUbtB;?U(B4U1`o^tk|F*bT z!fax^+}K4t*y83`iq|N{VUTJDpU?@IHXXW{NVjDuUhvM_Llj6}m<|U&9A6vXPw4CE z)V;dD7$h=4z6w)b`Ag;{h;En48UZugY8gLW0fz0^guvZW$1AhKj?Pg7l9Wcl_Bz3j zRiKpbP(vQR<`a9{q)k=yTIM*<-u16e>pU3+>MDS+kt*bdY4jT^&P*Joa8q2L0Adl$vyrkYd1g(mD@p=-8z`*KnSYC$TS|6d>h>;JBy_<#GE2SCYdtp0ot zKD&kfk7_s)+zdW^1-MW1(t&P@PC6;aN~=j?8U`Yzak$0uh(yT#j$Y)1dQbT^uEt>iI%Q#dlG$t+6z{v zSl`p)Sau!fMmG8xsB}iSW?F^HpcYCL4fI_*u!y%D_j~(q%W&Dy@y)Qu*4BZs;Mb`1 ziR>Bv1+79U1x->=iQKDUNg0)p!51zP4TD3DD9sy!fN1raKGPFvgpgH-nswLc!bE<| zTq^Fow&b?uS{Pc8*ErR!CMHXVw^S}-;_TCZR7?theCyB|fltrUv*){0?FyTPNi~S7 zG7idU$3p#q+$~FUTYo1&zO&`@-g;gr)>-KoZ(MtKT7~$`vh$IyD#*PG?t3}*>k0En zcF7Tw(r@bY3UzrJ;{wiO@;OomtxOydSA@sCxTWb@3qYzp{ORdWI4eN}P~yLIs=nxp z<;W{92?`$`{_)t+W>2f#-$@u`gNcC%0!sBGtJeoHE^_)-5ehFtt_3i=AfC@4nnq$u z5Q!t#DLFkD`ORO?^YffgJ^YaR!I{S3iuUNm@pS5qjSEvZ!t+4kTKpVtv~`{htsYk$ zt@_-GsoBO?1AdJG5(y1(nrNm>Z@(}E(t|mPzF0*!Z>Amhn^WK2Qc+iz-@Opn{Qe)+ z`M9TDIe+Wd;xllpUi(OX)}09&1tHttV+txSw?K!U5A14DS8r-qTIE-8_%~r&nWkBfp`etU) z4wTzanaGA72f25F6)LT9enKoi@E9VqO=M?RkaU=dIvK01(?DoR*IAm60Om2jfmT;m*i#;7tk{qL;b&Kf=9s4=si{?_O2&T0PWDJ*Y} zx68GM-fo6%8Nd<!EtRAQH) zf8OR03Pc8p(b9h|Oi_HbyE?jnc@=kb`lm`*MNmN#l8fCJ+N2!Gb8uq$uzm$$kN}9g z#EwT3Fwzi9vjd)yF{HU@jHfxUz=_k5yPNM(NIBsT?aD00vX3~f-4pwZczsF|nGKZA zvBZP5wV!j=3@1ARB@sqO8IERjwHiZhUB=MlKRa5PCQ(Dr`|Tj)C$VZ{hI5mG`+a>~ zquGcgS45&?MIhMOO(sri)S}DdfyW#91K)<&8mkz@7jj zwp~<9JB@5Ec>n4~bjT;#HJkFolCH?*Sk^ssoV|K<)HgjUAJk`}o^n$`pw?JU#pqg` z#lD_!|FT#~^7Co`*ukctXaWF6Z-)0J2ql+o48e}B_1Nmjg1339V~M#juyz5s_e9jaG{9VYZZpPxd7KilImBAjmNP(e zY8<1)jbgQM6d$v1)r2CD`$bUmbSdj(Ntf$A)&krF2J2)#uk2Z5|V=HBL8v44r z*KPtwiil#QTzHifEGH@TslgW}<0dAT!95^>(ZU+8~Tmuu|>Xcv27=bN`C}U1ga)5H- zu<}jpQif_}=%Gm0hnMoe!;Lt6#NJ7`Tly?1%lN+0C$H`@%cb*HgQW&>S;Gd)t+eNN zZEx|PHZ9F@FHq)@lKoO|iTSZ?tMAIqEEld!Qj-VONW%R@ zBwGdr9c0$#5~O#Pvb_E4p{f5GA839)VXfyLwLk#Ka|>)MqeQ1A5=S4;dgj1Rc3a^N znBp60c|qn-!GX{GW7{XTG1E3|R}G2K_*v2^P}lOXOyF!9zc^2E^Lf+6n8ag29jO+n|UfxmF<|^i8ruIfC@~LgEfa_F_FZ`JqVHnu*V`&i|yYi>~IpW+1$4N;m^z zn+Hp`E$k$(*L~M2$u4CA#-RkBd68jd35#d7^E~*-`~hT@;;%;=QL?-QFJsMV=Ohlt zAltw${fhTfk(x|?cRhvSp?}n|rpcbyjh^yYR8-T4)+9l59om>PuWuKiVDCuC>Thnv zJ$*Oa=2TGTBkPedScQ^NvqptnL8pZyCtIhb>VTl0;Too!0!hkAh@d4a#HrnS3;)lv zeltpdu2C*XD!He)QGzPktw>O%UR3Ro~!7c0|p zg_fx2B~0|CwE5eoo8;UTZgAA86R6!ldd&kz9@P1Uzv1g|KrEqNj*6Wu+$!#Ol5z$0 zM=i#>zOlf3CC~0X8kz~EVYJg@;}6IzFUnb_U)&ghPCy*ruXElTi_7*85*c#$rY&bb zk0`kd>pZokxX&OcT0iY1^}#Z^4x_P;6_@v-$|k-aD%F*xjzz6G`o6`DetWgJJJBHm zAWDn*yVC zer}oi8;|)=Olh_80FwdUlAyKZk2?f4ZkKduUY^8~J8_Y$h?+x3079=)YM$(;nwRFnBlan!2ay z%~8%1il)OgHuu1x%{S5Mb9UTkd0+ENB__%P{GXj(VtZ|FH|sIstF>!3eM2c%Cezx5 zooJL*P_as_MufmM(l~XLsdf?Uz5ir@u6*L@%tM?*bw_hPIfaktAb6~M@Klyo4%Isd z*t-4R=J|N(5~X1c;{D+LmCc+Ok&}jH!H9$wo9pA!&eU$Bdp7PVMXrIl$M-SMstVb^dS=hx>7ADGf?lrUe;JTw{ddmUBs+vyn@pl^TNQSPy;SM$gp=OXUNbzE zq8fTOcpkm5K7<^;v<7w(+9H`#GyiE z+wkwW9j(RZ+ITO6-bY5Kzo)HNNJ$$Z`hyZjlPlS$cjYzF!O~j@Dxx~tldYRaS3sH~hC(4Ilvr45_1>RejH*(e-(2lUO`=vML^ z?x@_}Dm%0eAIY?#_9j;E-=!5pigH8NgOTEnHgN!q_o`BH^(gTxl&!xRC11gbmrE3s@$AdRsrlC4|`3CLk1PD$5C)P zBcD!r=E#9@1xvmX z-r%j{W81p!=OpJy094QLSz8eN@^n;>&jQhQKQVoB=PvGHNo=x1tjFd?yoIU$}d++V*q=dJK1Q2&Z)EsnGfS)1krV5hSx*B#pK$ZbkqVEIJ=hRyLa zfAUQXhm+#(lr`kFE;5`;=Qs;!0z`UZp0)I=Tu;!x`_R|xnBjxMI+~{q$&_k8jcK@> zEg!SqP{H8-r&CQSzwjbhFeTk~&PuXo$7n2=VOBg=8L%zS*2$GEux1bEKEnJimIt*R zDVsz^@!qbfi~TbHNSPNG-2iR(e0q&(_8gVBrzpfWcYvTHZ?D`DQ*c5CGamc<{%E+ZgcBF-25PNzHk!fM$3bF*{0TzWJxwwC0%&`WODeEzIM7?`iSR zW7kQOz;D4$eN(6VU6Gq`DuJZ&bn%Q?6I8qSRJR@8BS5KC!KqSD>aDlISg<+jXO;N% z&M==oG8@(muS%aGcQ5_va9=(z|KcGem)_!IacA+ILRyd31W>Y(qewPH`JSb2uv+{J z$w@D8KKPp09?@vgl2KKuLh3u)U@dA8K25tchF}W5w_U@4QHpM3b!#$GzVb8EG%PudQ(IfODJ@C&a~!?HXONxwFUbGKDScPQH5V0+x)_Gf4}{>2a&$ zB`~zCQpxcN#Wours0LYFV4ia^jbi7qpZntHH3b@5Zq~$MBKI48mnj`iTg}d~J$Z+b zlg#I_5e-d|4Ab^k9m5}<_hdMX7|9Xm?uc}wR% zsyl>&P~cLG+8laDI>+r$#uXt!7R$WN^&b^?+T&S*Q^c>+*Nf1C2Nyy0s}uY=p2G^f zhg}8orsaUoGEhWQQ(BYOCrJ~d#hMTXfTF~#Y)KuUm(8G@0uPTnE-U;{x$1?bQ-TZy zUxBe7Xi?;?nlhH|H`aej#QUZWY~lplqUnZBG(Prv$Me6b*x$gFFpw=ib}s0S&w!G; zUasOpxL2DZEF_DEh=vKE>VKxt%tIYYG7z%lbI>(pn$_kN($yQ|Wntm|eWvdy&tr7$ zQSCD`Ht74HuGWcP%P5wj41LC0zb};ss7dua&GbHm>EozAOp@J>#fcCdv7g7g1tp$% z{80a*jZ8OwxD1E@R@5LpR*RYs$4Y*;;xE3$CjGtq0u&|&p{5YiGwtEP766-yRJKFo z^v9M?uP(p@hU>RdU^Yrx4pd1=NQGekCnhBixJJ|+Z=_Xr-REo#K4CsqUkGz=ZBD^U z<5b1NZJ6V??2e$KR(ZqFMgBVeF6kpBU*HwxhyPKvHsIn(Ip0T7J=bMsy7mhJ8?o zIMkz>=VMn8`At4~ocGE9GQ?&j*IKP;66C=H)l^q!dS;_5Zf@1Z7Lk0vsze*L>hF+Q ztm5Zl9VSMc3{(Jn)-RZX9Pz5aG(wvL+!=tCevTuMR4SWD&^f;BhD_}qSS7Z01 zs8MCtvHcZF&7ZWWXi{$I{Mra_Y<)w_b%@GQVDGW-T!Y-navrHLP(Un}aNZRn&YcT?khuAGC*AF;Ji)K|&Gdrr*oHLf`u5+2 zM)#E8-CI`DsEGV}kcOSH_2fS#rS0v7rnyR~_*Ag@dqLpd4viNB7%$uI*hFDIv)8uM$%1^C@0Fi_QY;_<8cYQ*~W}W{Zk*|?#%qFl8 zFmFxGE7AJeJW_uOJ_HIxHJRMmx9%MR}a4SwEbBT*G|LVh z|Jqx0=!(tf07|9@be1*(Ra9Hld4YGgNeb+C({`N1d@#bRY#ptzt@>O}pbtYjk6`eQ zWOv&l)k(L7?KPW$=;6dmtePTV z`v%lcSDL>YkDtv9tv8^;FxC8VIFZ(K{@b`FByvBa=+(r?lOAq4YKB`=TQ;V7kRvlq z#xulIbNNGVGqrZ4B^8#lX}*C^U)G-Hg79EB_}Xb~4E)xU zK&4+Z-Ady--<+sdKLf)jFRu(X1^1Kxfh)yA2oiy^)x#enDQXfGqy&j+tWV&r1n8+u zH>RB3CZ$wS^h{;CaQg^3>HZg}8K}oG%h=C@D%0`$n>2@y7lm;Vmsb4O^`qBtz_x#< zPpkHrd>e={5v@x3b^vny@BOBU?;e%Z zM_$)g$aeWQmSOAu&$wgOIq^V!6ElbE#ZcTWyVoIk);c)t)`^lk11;Vq8VPINTk@Yr zhcR@d7xfvgyjW2jZCkRk*pT4pDW^bvc|&+^x*$&ycE0$dvBr@``tW)P=om?pPQB_+ zHa>SE-l08{sK&>w0P(twDlTYlo7lVBH|(uSk7BeD`i*w8Sm$MC{Qa?cA^Z-~+6=;e z3Hp>1wzrF)^Wc;dy(3=pTyV?-Y#!Vfd}~zs7E$KU@X4QUhxZw_PMv35f};BY*enpu z5@phnu;MYfit*;VyyPeShNVf(J$oB@<;9*A4A=Xz=ye0xBnr{AMY(oL58_ig?>}95 zdeNlg$J~Ap?L)pYR2}_p`~8Fh=gpqXz{!7r@D8Wcd|t&^cBJD8XoJ#n0BQe$N1Xk| zIgB@m6nC?_g3iBcFv32s!e3fsKgYeEm&U~umdx7s|DJ8!y*VJu`x(zb*VkdIrTE7n zh*DU|Z{Z^TOVzE=?tR{lwgoqhq%JjUgwTr)Do)f0W-_M>XcAzQVn)OmQsmMk%2T{>4Wf1?9$&_Lu6=K_TAeKQTMmA3?GT%IY z@7e@+MPl14t`4kctsTf9rxe2GhWg1sO&F*UxJ;9 z*Ktkf?F;PYu%IW?ZdyUt^6t02mcn4V9xh)BU)k3QWOIFkOPWbuh{M(HD!LHHgT=djlmc3m8LJP~!}#*+ ziIb$2l{B6@=|80^gTQY_HRI#W<}{<*^2U_EjIgHy_g<8tiE4zVIs3gPfdi&FmsX83 zNpt*qCfAQur^5pCKstR7}510v<9IK3>vtz@zn z;^)pd-qgCAETk{5QTY4rA!wpXQpH#aZb3y^T%{B_<{6%OMW}XMk$W}Y&m#iY z4Cyx}j7;?=z;qqEcaOjl_==S5tsdLK&DJ`}exFZ$lFRK8{{SuEB^V>lBp+;?u?%1` z!{=(%{u$fdJ1E^x%==^YsseQP#DT)#RrBWz>_jR(EGE}yN#Tq_W8c7KPfT}!dlbLW zHT^?)`(TyJJQc;$^c7^5Ai<-`kj#?ZC?pq!IMXoL0%roNn0FIa4yF<;Awc%`vL+tM z_eK7Vbwi%>jsI;Sdf1FJI0$3tvE`ei?WzI%ZfdNi27msq#*=HypXfZbhN07a4WUd- z62g*?7(t?~?Gl|ocovw&ItpW}%$X18Tj4ky*q4%o?81q7YVe61CxbcQc2*sVuD>*_ z2)S|d&K{P0djytVUo-#2>V-{MaFD^0!1?TJZ0DZ$d-~;j3*p@|j zxLy5I)4H(xH_^};0hUaHFWbYiq=(%DZDWU)TODs|$M;Hk&coKXIYzR89Wy#~L;2MW z*4Ce7l9xCx5%~dQAI60P1&hA@m5(?YW`W4Kr($u>NSk>W}Dy7Fqt729}Cm-+9j#Ma1>CnRzRTK}qq(*SV$~io zYOj#$(waq4GgZ`#Sh4qtQ8S1co7$To(sO@**ZH0EyUt(dANR!{+`*mqYdoKir`(lq zE*V=zZqDL3&}>`Ob`7a7%#`q$nD&dP`h<5>0&H?U$m3eY5t^HbxiEJ2XS=q8{H6AA z^mO>glmok-ggmGKNI5%~4oc+w6%&+beXU4d3LCT;kk-YPxM_RIz3{`fhJ${Hy4zh% zd_~pzV03T2Ur{dDc&tm(NbTbaYVx&L$ol?NMGP|6)y&ECji(V#xh=NdprA@Q?(4M} zwOP`pUZ1AmhcjD@)3h^-{P|+#)=@?jLrZwVp=p;&rH#Fc`LlJ4j1A<3AhEh15dgxGO=8b>HNX4YKdfBCSC3~_r3HuZFPbg5ya>OJeEdZZf7S5I zA{P4gm40D7MHdie@biB$9-bI#mKt6ylcw-Tmm#bHhPlOBr)1?mB<4XX_L+3jw2q9r zhnmgh7=50e0vIapXk=bW`KQ^oc|xu1i*Z#9;omN7gQgMb%DHoSw2FI=PAPOqr?sL&F;pA!Us z#Z(nWGCZi>R===^!XX36d270Op;i;YU&|jhutbBP@%=pCZT@=RC!@Nm00T$uLVF!S zTj^|9Q#0%N=!NcsnS<&#R6)c+^E3lu9xB?lBW&pl=gGOJi~;8}#I6+Fhe|1!7u)pT-tyIu2a6zGx$<&$}J&+s(nxO>}e{CR!(8VB`4hb^aJ4=vBxIZ`J2 zPi^Bw$eM6Iw5LF|tRw1-;~Fb=q#pSJs3ft`B!5p1zaY+zqyy0L2s}dJFyega1b&$) zj--VuOUxE~X}wdo?|IZXuxl{V1X{mVMqB9_Gr>|46!yFrD^?+{04 zh$D)B@xq`cLJNBGw8`AO7(5zvDgg|e_lzJDpiU&l|FifY6VdopWzD!a%dCC4-*j5H zNV;$V#~ZeDzC}Ll_T4t9dpb&VFfd;|{d4!H5YKaO3*zyb3^@(%g0WYcf_H!z!I&+$~TF=TUI&I<6Z z&y`oj@qHxeyHrgjHvTDpA6?5Ag-lX`%<`me_1a%d2ZHp~SlJ?GUv5dj-i}QFVb%Rn z-b3Pu2?N=Aq8XnH{1^PW6-Hjn1&Ia#(r&jBl)Rel>WjZ@B1!tKROmAav+k;Kx5TUo zsl6*(FfJ`FH#sAt7}eM{>dxSp#E-vno7Ql89jcnC0_$jp4ztn}!vWbb2vvY-18kp0 z9j7mc7UKD;EyXnRR$Fc{x2ZbSO(weLYt{Z|=~HszUql5WQl4)w!8p=#oE0PJB1Zmd zPYwTa87bv5BBmj*+Gag7OTe~+Dv_=Ab79S#@>&Za&s9=4H5+}LnRjX+Pa$z7GJIW^ ztZPhhQ&gU%ppRpb1^L8e>48aU3sv(-WBt7FR(dm&Jmq5IKCjqBK&YFLU;M(?D4we` z#q?#bJ^z9`?^spLs)@T4?o}Q0y0;#;q6T9SK-Uq4f;e8<(4c}2x5||Se!W*Hdob5Z z<-~gCJzmeJbs!m%Q>g!mRi-40=wVtBt39@ZT1*&-xtS^c4bi8>@(#h_P^7C8n75Yo zzthqztXh%R>DdEz#tAQgqVCXP>3w$fBJ4XFei>IuAx?9#T@Q8cc(y;O>UlnDkoe1M zsVG=hNYi_?A?N+9k;K7LlrVN0gA z&ZBI4s88OY)+7?lT6q@NU+Y9ZScpZ*2%9zrba@YepOZVZWef!x3*6)-xQeImIlNbr zwT(rExHHSc&+!hx)@j-1yXUwbvfXs~li&j^G-^M1$&$LNiavEE@PaV-IFTw7?VA%8hg>5xX2^T`K%abBQy5%PM22RRz``7*@R%FCPwMCD19wT zOHzOb7!|Ie^ZqL>*$Hj=M^PV_`zc&?A$fXT&lJXQ%U=PX6-hUa)k{xWiv~UvZ}`;s zTfJb;K!sUm%zK1GlcOCNCZ>{g-yKNxM((EWBk5g4I*Z#XUcwXQx(Q0we-$yuQmy|e zB2&#K)I41J^3GhSlCUd~*q|<5X9hMG4~y8BM2kH>jiF+o8?Vg0aP3u`@9oMv$Cn3$ znrZQm*;Ylc*m5vMKaV)1rSByB{%Y>IKWHE^>P+BaKPe8FkxQM=Pn$U|-T%m37c&)% z7LgKj>+}NMnG}YD3RL+1RG8K9OfxxH-FE*X9)E4hv(mrB4BN!_*-S=oN`)QgNpZl8 z+s}`v`khz^23?0M5^p{#+HY4Gc4vzIjti`~Eo1V1NI@oD-qtc4YWSV<} zi!096JxBLYp#u30bZU|r0>;A`_nZlmjbs1ic&q=g1-76`8bB17OZaxXFLM;c7R_l^ z;Xauszk$v20UTY%txIAt@Byy=i!#6CCLrKEZhM(1rAa+=n$#>5zQj5D1KK$zB#nZ# zngkVQpa@O9j^^43llo2b*_kHW@qwylu~6w^b*3+*AUslGAU|%6J8b;@<6YB=XEi;) zlh&p(12~O1Q&GQUt*dKFguCaSNqJ|#~kU)!t$Se59rHk&C`Hi6&ccf z>fG6Sy5j=Jk;rM9j(9A_ZOeFNI$g?Y04TSa;Lv@lSciWUnxnii3ez9oW<=0046ed{ z7!W2pohD4(b9Lyi9;s+IOjX!#gEcP9H+lPc`!h@YjbYg;T2st<}F_?_XS48`&BE{k^->MZOl$+g~iG%Cd6XDALTlwUYZ zXluXR0LV$FQ5cv7O-^K~c$GqB|+owh9VG2b%M{ z+qjTLE6yn>A+XAY?r*zRqn*djA#SSqnc@w&BW7PQktV0F-l=;~R&_~%@&4OBV(8A|E|TBXC#j(eg3e!`IiP(=*ke8jK{ug6QF9rZSW1998tibA{b zI`c<)E1Kt`ecd}SEMh+URFVz7<+jfTMhj-S-COv)lh(EZ;cPKje0=dzBmIKwyS+nB z>{|LfJydR_T0?ofiRJi{F_=&dr&$ox!A@;KLz6uo_K#wJUKA>*Z-IrChfCzui>4j+^AzSPMLTAbjcE~lb*DGMDaEIlZ#H906aijW;H4a<#@VfX(*MbJaYqKlzrM$SeYIVmveJ~6!Bgouc6`eVlcBHSwFK#xhmE) zW}&Q30b735`4azj`$6O_+`yx7mV^IK&**Vn;tNzj~XJ1SD7Lr>d2fqfTTe&)vSMc7AvGd%L zrAK*X((j!i4I)on44*!21Y~70doE0+w+p9_IQs)+l9`M>mw(p6PaV;py4O1iK+tfk z4UuLqPn~F+jcQ78svv~&z2vtYl!0FV{-PqZ3=!)-9Va?i1%O?shS= zy^42>)PL0_^_Ca3C|&Z(T&7^+$ZINsY3%%ONGxx29px(5Jf9R)oq|vXZ+arM)wTYOKC8($hDMO1PMu zx2e#B=;N6SG5yOdn|=Qdhq4$~=mdG40s@A3pDi1sh{~Nb@}5;IXSJ;g7ZId696aPv z0;+Pjw|4|SNri64gfQ(zogB`PvP?Z^gadYMv+a zO-)%GH)T24q&e$}ycdNnqJgN7)-RQ?+)KmzAM*6{^cPFF z5z+KBy=+#5n|@GgwDjS*8()bUG$4T{W0Jz>2*`ltEifYZd*Z@2wWx=s=B9T7a#jk~ zy9$M-XS87AUaBK%kDeJRzXz9(D2i;RYH+8FZ%A}q%@;e1fql?Y5v)zfpO=(fMYZRv z$+;PuuTk96s~y(1h=l@@Jg1j->>kCI3VGKSWhnO~CY`MAiOcnAE$;K!1ROG!C}IwK z?Ne$!z8~*|6nPEYtFAO`rHul4xX^v+srW1B!MZN>CQ$ZM5u#-udaj!5q0qHb^Ddv$ zKjI9tq>nM%#GzmT?i}LL@1?O+5i(j*iVVc|`jgJDPBUH9xZ>10{+V5HY zC0m}%H`4HrLT^9h^y~4DCY)5VJGw*T>CZQrA>ej1@IMeU*cBk83qW96lm#AiE8XYPk z-KJJWhOtT0$3p&0TkWX1IMU{!yy~MW>j(`ULV~)`7a~cO+joQToEW+IdO!K=+UJ|h zTYfvbKM;LJyRj}f1gDwPIJb1w4lry+EP$pY@h@==$tm!T3oH*n;{WRcVhJ6W^fMBb zsd;vAG>b3M3a$Rsmv8;JQ2fLqxM_=^H>`TjgKKuxi7gF)EpX*S?GJ^hmD$#c?r}mW zV2d5Z+JN0!AvQ%K0l|OZF%^4~+)V6S%wMXmiB}NQv0dTMe2Ca(7+S&v{^3#_b4#Z2 znfr3Rwv6SJBpVEpNqKF!;jQ*Nd~|)k?c~NY*zbeGc++~aL{|Xzq&{_I!R>y1lB#P_ zgX2n6a1j381{ZJB*mb_TBozhKx3s!w$y{|UX##%BOTX_8Chq87*oB&zbJ>oCRyHJ< zsvs`_eKI$8A7@`ZQu4^z>i$dBu~$oRG2Z9KgFeRL9I>}@`@zk6OUc99+xL$9{SG_o zDo^pJcPuPsB+njxTlq1j@fhv!{>_Tzs{E!X*F1jnE0=_;|F%IZ~npzH~M zl@bmv!8w~+_nMvTRrLN~sVSCI2Mll^i5O$RSe;K?>X586O0<_a$qKn2!NP6vXDi6l zstCEK10r(&qxc-kwXv&6_o&33->#RHi&-hZ@)!IIs3=WC+l-p8 z!`Wer+g_b!ovEYG?L_kh^OOP&t#&Ht)HnM>+O3(d7=*5?=>)BLs%JhD1M$aBwyvN3 zqiA_J?2{J4Kk`^GD}q2^qW;SE$&l+E9rBa2G8cUxarEhODGRBv!uOhAOT%&fyN+;%7k z2_(Y_nHg0#mhbp3?D_IzY-@=<`-fUY+uxN>duYdtM3F-GCmHB>rHKCMn~@#()T09z zsgWMfzyK*$j>|Cx3Qh{Nzz55k{p-0WMZXW-(Yb`R!rwa7iXZ-~pOaVPb@}60KuL)S zCc>K-d48j7PgC5DZwUxDWbPix6@g>RCRJd_RXr*2Uaa-OoB92K$ES@a-vB@>E%LhvP_@fNyU3tzu(upL2YC zC}03t43FZC7lB?lT=(#WXPFl9cx_JCP`p=?z&olEahj zHKiVIr0(YKs3H1lfG8Fi0e;%{K`AOEofJi7mINp4xUAq@)40Y4eU8+^zZMscdi@QR z0tDX5i2023@U0AVQ|+&t7>@$YrN^S9*_?0R0`=-ZmxsgzT06v4g zom!XVR7=#A&jHgzQFcKLqYOj%g~4t83y4+dpJsLp@+Lt{i!(iKn~w+N6h?NM-mHwe zSgnB#ulSpRAW`iXQvIBHhX3Es3o5r|myDYt#>ZKOg!taXVcC)# z`F>KozA90$0J;j}QXIF&9a%`88Z>6S=an30W&L`NfL=gOG=V2W$%RY041-tXHlJ~p z6kWh+epsoA3nFckWR5s4@PCC{ttJoKny-mV;7CuhCY-7^vY;=sFOTMSUwZus%^CN~ zPr{~|iRRHhC?e4hG*8ZvZ`3Y%d=b937LES3mzhblb$zE5v=PiOOpo^s3EKlAzG?Ry zTM8JHp-hBk&wG&Ie8S7=*o!ZQ5D_34v!$wAk{r@+S@mgxgk9lmgz-HQ8z_h>Qmi_X zv7&_E*wbnEjrIZEBqB7Ox+tejR5*~QL*~d1yxUcQ?3FVGiY3Oc7`53>jr8iia|0Ha zQ(oo!UF%jj)&j|de-wheq;(!(RjgP12GsRFDg@Rd%l9?gZnQEQtZTF(RJ`;9bn%yM z9&UX>3+Dw8d~q%i`Ud{K#}86zu2vx~HlF4kqfHOSGYeT>8`zCwfmu6q^ZZ8yE&Pog zvTdpgv!MBTpc_7jffk%g3;&~t#rFbGq4}?ndx~tW3ghpmJfd6|^d>4Efs@Z)Ob)JD zl}B=^a9JtvkEzD|u;s_123PT&p|oQSG{yaSo3d`J$sz8Yyq{Nj*q?9)NTgW}tzqdW zKeWtMs>Y0m3hfcnivO!OGPRxdy#0^DL8To%4?8?ODFObb%;tanjG@@JOFdZUtL77l z3(5yvaq3~|ezfr+Fq2Uo@1`W#J0n42hp7>x`?2pa9^r)hH6xgQ*a%1K&Az=PES2I!8smuWlxI%ZlEN_i^|e zla{GMxhpMbflFj4liEBGtoHmwLN>Se$m8rycr|{!k!{!1#AXUr>Bt`2k546X96pWV zu70SHo%@gCX@I43fo9$_0@&3fiM4mxI++M0$}tgJmjZl(pFB8}?<+{Yk^S=@g-ad4 zp}mv6ck<&vAjS6JSJ(h-4drNBgU8$y65?oxK|EMDjJMaWY((jVg$kd~Oyx?enYjdG zw-PUOsz2^z?d>$mv9p@Fq59I#uKuH-K~!X37H#&)E!TZDHIYAe)_C4MEHV- zjN6KzCOUR7U)|#=uk%|zSH+&OT~cRgM-hupAI>p_TNWK#6&y#x*EfQZ&kWbXqh?!AoS+tCY{W;^!I%Rj)$947MUw|)dMrAMF#vVh%% zD9Hmyz%}|k&_}~1TB2H`~ri4oU1)z)37P=fq9Ek%6+pA27| z6JEEZ$s%#@S4U;|n|1zf!^Vf6Zl-Qk(od`oNSb0$8jI^?8EGdaFjm|9O`NanzoLYy zj(GN}J7VvI4s*$bYmUmR`vywvKQIbT;NXp!011VZSy_^~;$X7-%dkSl075+(m_V;qgEbx-w6ElDlEF7|@)BGh8 zt>unJIir71C@nLmF6tyH6wSeIPi|d@opo$m7F=kN@m9B+VRQGQ^|6-Rjbo{Iv@jKt zeZj90wQLK|PP?=M-%sE1wD@5zmj?>=3#qyn`9D|HY(XQz#U7ILFw}7z4V|*X+k73G zd>CD&GrMb+bZ;igzpySOi*ofCg;KdXmPEi^TAgO0oxpx%sl z8ploTOYue*`o+gfT$|N25kOkCGGW~I`7A3jx3PtU8~9(z17Ny{{L$~B%x@ICF5?j{ z7T^}kJ5>kAKaMVSjhO*^wfG-;^Ha3)Wfo$-L{F+6yi4b_Keb_89dTQ0T>9-Zfe_-- zrd8&saiTy;df|m>)p6|_R`B=ln+CjceOZDHtK+kEz=;UmA?Pb{-j*sa$ z?=yf*7Zf7g(2bY=Wx(kf7lX7!@b3kDU|H8Q$Zlx9pSb0`A*o%QEK&rvwSBy$pki6x zY$^z^Y6su)CLo=;Z&DGatC24D z-%TblP?2?m_ps!}=5xQs61ZBMv!?fcGN5q!N0E?C%mWmR;11y186_?p?|^`n>;K0C zkIF9lp{v5A^#3rD*@d*!RVa)_R(}jTpcs2{L{{^@Q#-KPDjVN|>vPHLl`>j#xl|5& zb~^QN1sOVX=Q}x=58L?^dQX$iKq#1&M*=w@pBJ-Q;VCG_xnQI4j9>0(4!5l>{y97E({Q? ziaCC2&NlfXGET5*aIb)R8TV!J+a4tG^~cT!EV&9!U?qwL=b!GNf%NwO!g|OC6e(w( zm1M?uj@0yP%94mdsNXa4cZ!r5$!e}2Il3`FNX~{*!UwsafIEucDZFDhpINl;hTg|{ z4?^0U`$>(#Llk+)c8=qpK1->Lp`n)r-J&{tgm)BkQY@XJi-=b4rfYy&JNYtNT*m#r zldmwNoD2Q|9`vs)j(i*{M+VM{ncjk1$1Q%aRQ%5i&_|GgKbxbk*tlRiUp<8J4x zoau&`DbFaIY|i(kB#(zjx>J|&%&Ed+r@hF4pirh7dPd6Bc$oglx3?i0=VsmGy$5P5 zd)IOJ{UY}KE){*e?+>^_w)vd7Cv73K?WW-qD}uFZYA&5&8M2t@ez4i`dJa0s0W0On zrhgs?%5YcWl5VSTch5ObU4#qn3wbbDOqZIF>cd-9IKqxgCckVOav0=YqxtJSl&5OQ z>EzxL{|wMZAD1|`-*IsuF9@ORjD_Z8E@}o@NFo*xsM2IXRI0zq;?pve{iCB>Cr4RB zucC^77HqjR6%=4|CR1`QYN;u9bTrEB#r=(3E5M(>&%cg$SqHU|Sa< zF>*y8d$a5za_XY9x`}}p2z!WXh*!l&uF3xQ;*HOM90$Ib3&Yu8>Hn?LTeZAvhRJ@0 zejfHp!BI8Gr9GgMycA$ip#{v|BeB5a#&C}vpsbvF)+C<24q9zIAV4Z6JL&vchMp+a zM-hFJ06@tQwvL^Ltq>XM>i zMcDGy8>?2Ttc=d73MG;B$<7|MbwR3G-bTwTF78jkon`WE@4d};qa2$sV{Tk5c1isP zXP*$CD(0qHNouax8q{(dgJ)MU zi6GrPE)y^ptwxOY*6?g6YrbuQe5h$27|<Z(bnDoA9lnj923BXUBcPJ8Xrn6NyQYwAb z$NqHT`*|>3;`ZE?P)3OLWx-T$i$|O;*Olfqcwd5xgTw1px$ZI1LT!G6ra-= zM#@&YmOn`~2|bSrXE*lRZy8W?hapEB9DY7pywC(_n(p5!&AhU^Yse;yOa$e+$a3vyt;L2*_(G$(}D0J?Qm6J z&1vhT2kyxEe-t_JROUYqlw<}e{7dq5iJ&D~9;H}=n!Rxh9a8pl%mNBzOF1XKZl#N8 z6@a`MC(bVBlROt;s*23RtJg+sR(lT80qcaM|tBc9kioW|;WP82Z z<5jTn2V=%8A(IU_t*bxp*?sg3*|)cRKN>X@L4h6QkJj?$c z`Obclzv)?)Of+7P+wuYFy_}7hRrmF1rsp!%U z8qt9tPjyd(WjTMFY$>|dK*7x&TSw&qSixgcY|f0!V|EcdK=uv%;G|+Q)IqY*h9@J% z=qVcaUoEXVZ`IhM(`kWGyAW0Xro{=`r8=?_ZT^;iwit$bV)@38vO3o4aHQ_Z+UxVY zvQ&4Y>bR{CRZCokt7K2Z1TJHOy_6nW$uol#yQhc^(`3}`3N^fFxw5YBYSMS*(EUh( z7LHS3{4%RS>aAJk(vmQ{)nv00PFQMunfrRjVY;4@@@#1Oi{bGSRrA?VjvNCASE&9G z*(c@NfzBII{%2gB9?3AyhaOg4ccFDMx$qF-3nkDxLhW62MV;- zbJv?1FVp3p0UZ*UdS{mR{@V~RFgSEUUXcoiE5i!axTZr?6{0*_z6D(djSp^l>{B?A zd18hqzMNi(wY5UwU=qC?_YPvoubStx=k4Ki3W{IJ^yDiil99jc=)Z@+iieL3U+1~0 z{94}_F1ph0Z6O#%b0-?>gvO4#Wh-vz)k>!Q=690@CAvLqzLAb#vF=ioWIH6Xi_8r|ZuRYXm=F^e z**P`Zx)urjHvo_!bJ9;og<$-wJxJz0!@{v6>hFPx=h?eI^n<|ki>%jc=%@G= zq;UI_|0{yAZ@x??-d6G5CNQyX6B3Rd<27$udO zvl!knd)4*Ji5k-2NaOBF*=3dhFuC#gh!3g|t;+SGZ9>v;*?o_pQ=rm6LifS?p@*G> z2X&+9)%eAObA5qwnLe?*38|;$B#3xp_9U0pZ3o3(Y$}p<>)rIB3 zcJgVm&g_qKy7r%F9jZ^hR^pXk)6<#-d|mS{xI?=_xh^vr6q{{7TDY9vP{bj)SJmm? zLh72@n!XPE=-x6f8JP`-Iz;AvdCebHdbDkEE#s%|p>N4XB2%sPFU9ODVKH1BBSc`` z#9NLr8FDiZGWz&*-ry~^GNRTc{Se^26tl~Pt8ft#t%LNiAo2JWw(K97HZrk0$o8F3D4X0C40Rf#KMyXO8; zq1;$|4wP(l(uXVIh_({KY)GNHj2j9|g@I4+w=b?>KS~s3D72fKwRq*$RRz5{{U6#% za!gx(=)NnQY_IwnJ~WvQ=oa^5IKd0oE0d~~eWz%&(rN{;d_3z`8JLYZj8rFts6{e7 zk+u`0Et?ghr+u(ZH2#i{?GMp`J#McvP}nB?k2E(Z?Elv1QWcYK6E6XQ@iN2Tb6f>r z_4Z>uujImxArgb1pZWLDc6bX6)n2pE>773}#*U2z&@8T^=GARuSVM;$^3noB?Lj&k zN2RqN3ognh7CPofk7L$mGw;@^RUBa1mB2AICDW~;f@$r>5qaK|-K`cndlwN02&&CF zkDHFMeziyTfEEjbWy1oUq!UKbvlFEQFxk;vk1WOTEYVyE>4#VJTC zcz01B?){B6P%&AIH=>9)u4E?t4n2O|;(Cf-Um#m$yqnC`9XTDQ&D%i^NPiB2&Sis* zKnZKOmIq@w|4QVo^vkJv6v%!icwmd;R{Gi|bf~9dCrK~wszc1{iRn>aXAd5G^4+-T z=>Rk`RM1glpXO!Xf!2W-E6*X zAMKTjRI{XF;AdJglKXAybVGsCd@LZ|Qkj);{J zF->zXdAo1VPa6GxawBQ!UUk`_P>S%I;L2A4z`K(oY?0lWlw-BnJ%3?rwwJtklDik% z5l1k6IbtS4<4FTbda;wYhjJQQiI+c9OEE(~mjVb67t#S_#0_HAz0YQTmmQOrvws}3 zpX|^EafU~jE`R<m&t2*GS z;fo4YC|YJm+_Qw=8s8B|Fut6Ek9)KGnTB;+BXNYre-y>f4W`i32%dV%A3chue}{oD zT@%1et!5p|si;C^9+mr}$5Pp?B&L%+zRAdRhOV zW+qPoJQlB*oi*{mp1)m2KYhG0`uq>0RPR{7GtdCmKRPq<@qkW#Qg%Bn=B>MH8#GfQ z8!=p2W7165Ry*w(F;WqN#zz_5c_EflTH9yaY~ylaSuAqTwtIWi{7+Du3K#RLJuqW+ zQV(c*K64&q#5JhLq4h+le>5%j>i$uo@oA`CrqyXs>ib>&+gQwvLj_2^K_|YiHZ7BU zTxp{#cy!^1UW9?5>0(j#pK)<|n3Hu@0LOb=^e7lDY2;B~vxtdu@059rO-XR>2c4w9 zo`F|QeRP8fmzTDXV!#6cpzUJrBYrTCz$4&^oYAK0;rF|LDT}v9X@0R~ZSA?gmZz}| zO!>5laeL>FF`5A-**8~SmfzY2cRky<$+E8dLwyAEqB00FL^>7A_A3+|OlSz+*A)*4XT?rD2mFzMT(`RWrKe%{#ex6gGn~|x#7iNX$liwR1Dvt@@N9v_N zqs^9n({Sg{&9$)Dfo8dtxRQsC4i0|26KSg4=Mi?GsR1tJ#&uK3zRt2 z+4A1|O#jY`w)iMu%r50!(so&_sLk~yr2B^n>eCBa2g1v@o!^&!gUg0jj2s6RMPhP} zrn3&DNR0JMTGd+@`{6oi7p%wZ5C&*S*0TDGfE4p0y38=0C94MkhbQG_*O^DV`e(gxuM=E4*H!2m455Xj0GAVQ=?}>K$Zs2Wk$2zv=zNe)p=E^;;=&f z%{!7ZdY8|z)r}#yRl(^E^@r|LFM-op>=TxSvv3yqg-i6Fbqyl8(bw9k@O8yp!Lm_d zp5$;@YCK_m{(h0|#8@yae+MU0YJI$H@V+jp9~@#~^;Oa6c-xrL&NHG_ezfW|-VFJD z|8LN1W08s&=RO|QPf# z`-Y1RwC!(Qy0#)H^qi@~Ifh4)#jmip#@3%1K_VNNa|1SCAhpITFBCM|mfeyF8%#+u zRCT5I$LF&?FAO}UJlyW`COli${pZ`oCRKW-~K%N`sJ11cIT z4uk`mJ#--SL5Ni66zyvAeH)%1Sx$VEb&%)ab0#N|k=lP0Ah^U()8ha?H@*%wtr%3^ z%q@B5*TwlEdumiO-j+!q(E?h&LXvi2Ku^26OY9mzG?cw8Ld=J=`IVhSn=QC!U8Z#ia}C3)jmifa86qC#J+lW-uYeT7KHA z(j`kLru(Z|^N?t${D~Cp9SikkbH2SlAGvOvhgo`QQ(=4{H+MpN_QA@bp=OmF7wN`y z{M5OuszJX~aL`t*#eSefT`kGJXYQn8=}$G-x~B`DT`N()C1oj&W7WoU^`ef26j) z0N(eDz1mWCysNetbxz(6U2o-!!Yha+_`EziUTrG6cJF6N@DGDAmI5Y{+mhzs)d0(# z^B!C0rB7AKXWwt%q+;6NjSA%_e!xP@tz4jqot+&zO#+-n48R6W?Z2inV)C7t04hD{ zGrdXjX~_t9v1eH9uJZYbzr+j!M$=Om!}{q$dte2K|RwUBHM z{LRJPDXPv)alZ>yl;LZg&r4lEo7kLoB^9TmdrJvO2deFX=ti6yw;=WaGS!Dnnu&2T4X%XO66JSb zzP9HFWUtuZl5J>b0YV7Aa*4w?-^+1Czi)3ex%S#2{!o4uGSRnS+ht6?4Wiz5T_Zm% zLwxeIlm|)>BRKQ^N@Y8lLHek6nM2E3K28+$y1t5R(-et$-GvfRqR-V46EblTHTrHm z6WfQL5+>gWDGqSdLFy6%QIfSBfgW3%^LOTBPt4zloOHq^mUJj!AUe3RXD)0C5HIDM zRZZTniOPNgl!%F!jGF%~Nuzl#3lO$**U4jC45{rMvT%gk4VB-ycRtlsx_3zFHE*TI zx{OH3Wh#pCZ$>$ zYyzgR-`<(myey@N;rEbk4@6yG%b+uW8=9MHawa{Hj73`pCbO9bqjq@R?V|i_XJVlT zR#Q4lgo1spktLlG4?CQo-2+P>P{U-V-?^QCNrA3GLWUL5a}2BZkueR^?=b~C8LAug zm1&ThKQY_Zyyh-M|8$Zr#dbrEdM||ig@tHf$?qi1OTDet)dSn)@0smGL03BE)NyWb z8S9f^6?;{=*{^-Qvwc!}I*mS|*Y+$1BhblDYocT5g7IFp}#E z5#hg-q03;H#3eeh0p6SoLtHP0Gug8TYOY>M&#W!6U62A6NfK_LopuQ8(hfeiwaA>+ zwj7rQOIxpbiN}wgU)ePG<;$((@~G4u+wluRN4t^0ZyN1V$S)Ul8Xs&?H!JO1c1#x~Iq%L<_|@0nLnU2m}ZBlhgO17Lim zFsQYpt;yEjGp@%x1RP71sv4x`j{PbizODiAw$GpJ1)qE^-a0N4^b$-rR>=+a5A(%b4r3&GX-qK2f-kbTcLVvbt@i1{E z_RAL2FOg4J?T<$8xp`W){M!P(A&8I0&1(M_VecK(RP_Ceq9`aJsEA693W$J!^q#0F zy+{qcNGBBOJrPiP5fG3ry%TzeNDaLg=_LZv6Ka4E-}%1Z@4nx=Gk50x!9Zpki6m+SzD4! zq>ifk;6p9AYa6@x!tyBoEWDG+e{}*<=F!ie(s*F%dV9jwL?%BVnMdGSr`rvSl)P1} zqo0vgGt?=gVV_3WQ50luV!SljMpm!aVrzZmKdW^YXcoWJY#piX7%*SYjHyRB;)mA6 z5v@Kz$LFRCT_cY7U=MZIy~t<31%Ph86%H}s5cL-E(q`URPM-F=Kar}5k1=P!!d=tc z&Q<(x|HKRGHn#}=o~;=yRsSrl;^nzJ>$K^o9M*U>d0&*d2{5L8YiO(js0iCW!yG*A zQET;`HD=bzK3FD1x3E0ZN?)_-%UQDJV^}h%Z7Busq@^4o=E>0yFPs980sFU})bay% zgIVDGas7oU`5Hj?W=6_lha!_a!)K^Q*uLBunioC-?cG^h#el*u(r|T`zE%$_(vGz- z=NpaA`>zZurAs^M*uNOg52(d=25_*C9^gD9?o4&;*G^!6vp#9u%Iuw)xOi%#BunQJ)L`m?1lMs& zEOoO`JBPLw@#(yrZdvuHTf5!Y$B}U&tIP1#({o>}+g`!m?`Qv`jgeQaSsB)b5>b?K>_L#u^n&p6>2S3}Hl46=^(G!&JLm1n z&<&%qNU{@jp4#(_La_E?pEwAkXJXa+)F^4-qo+@#k9&y(ynr2ezDQp%Wo+&om#27T z7|{=KIfB1bWu3RQH^(GJJMU<-)r+9dcwQp(rvvvX^T@rHx(DmJO*PA*kB~ktVQ64Nwe=g1j;bzX^h#Ajf zczcd=#W!-aDp#h>=?-hNoywo`krF2%zw3gXcmc_f2;-fPM~Z%*ZfsV zk5lD%p8QIbU97pt=qR-l^@I{1OrFq}(BcgLv$jIazk$kY?GAp{r4`L@; zC;Y}=IXHo>GB8xPj27Gvv=Ok8aOYWgKltU+PSfGcu3ZV?xpEs-he$d{#N2LAk}*Xq&?-%mZ(&r}++5!^5+JmhBm zP`6t0Gfujr&~SEN^8`7WN1H4dIVE)T6!70TiE+;pF^D0ydW!lOucI+~o++{_F8#?Z z7S4jRk5j?;LgkkQ1wPy5HJ^6Xj*FeL(~j3F+-3{-N2<~$QT@RkyD1T`w}A+^~{9?^=^@*u_WGZK#@LUDA0!{sone3VC& zjzCPPePP(|QfVzWeo8GjIb9-G2ZjXa2H(5?=|zG7tWmai({Wu~ldNbF-2=dQvR-=M zn9{>6+))mo&t6mF{*v;@W<4s1J1DTA*8kq6G<=?Km6ggTp>uYT;|@eOA6>W$+iYCx zwpv67>90B`yc*vKS)k3MFA+RZYd68FFOn;bVN%XM)X&$m$0-8`+4FcJg)mTndSem| zzLDAve!z2;?uEI0yZeu1;GJfA#K{wj3uw>Gr&S4JLcAMN{Hp+-kx zbG<8n64Qjw#pFbRl$P)j+65eT^|kF$eo>(jK6s61Ny$HB@&dHRdQ5+YEO+~TgY3Qb zwW-?vgEP}9AgQHX(=*U%9!K`YS%sEZi}KC`N|&pkU@&$vmrknaCMQs z20TQWHH$C4)?i)w^%J-|Q&_#{K(t`Zkw#cYMu=V7tCL(8&rc1;(nni{R*8*oz1kdp zabi4KBd=i6!;`FqTWDbW;MJ3HpGW6&i)?Fa@c@#TALMSNsF}GKq9;jI2A8=v9mmin z|46hyZs`{rYzzE4bhH#_Y}==CI@*B>m%S+$m9cC7VM<%SZh|IA!&v5jDZA6us;~-u zu_&&iLr|o6ZZ!Q~=`mxLpLKLoUu3Q3675g>%DOS)_hFn~q~z0P)~`RVSC9m2xttmo z_`WT8U(6meL*U|kmLksI+NSy0d&elY$e%`p-re``uMKc;w*?#eCI?7i#90!2Mmo#* z7hlase-g~#=2MwG5Sp=Cq!db9t?ssKUz_q4>AOWCPL+Q9Kz|@JYfGcQfX>^_R_2CB zZ!^>`qq9sbs<*H|r(h^;qXYq)H$?8wBgGDMvKxb$8yC+)usGeNp6Jx*C}#9$m9JmI zO`OGtU+)+%W6#hG?ls}X@%-u&*81lID!87^f}-B!z>IE*t@InZZf?pPL;r2Rhz*ywzW3QTBJ=sn`)}*IK~a90WyHygsV?QZ zPkM9cprF8^i!^w`06rCyFkN8Iu&rO#J&enIE;@%&rsif3DI5Uj%)ll7vM{yXyDHgB zqQCqWwVb?X?0|!wes4%w?3#(lpFIlw2$75d^c`JW@yTvpl_u;>C8C1^R}hIwygRm2 z3tv|9a;D0V(#pPnziS^|aNg~%`Rl5nayGbqvUKl(dlMwg9dHfz#Qyc6a?#g2xFVn% zq|!1A%uE!#7+3e>u@N1W`o%rnWR?l2sOEUXnGon3Jm+eiZcBtwNh6-3>muGn0zLt% z5BwUhGHPgOXj=5mzxN7;qWPMj;48s>aRkmtmjYkU6k2M%s2)ey#mu4P@S5gq&V$d} zQlCBkww_+O)OHhh5LK%d4(E)APCvJ0bMY%wI5#zU^8p`Z(t^_|VL#1sW}li2Npel| zrFo;ZvwOH({@8tp$HFh#HdT#|S9gnL@#<~hrx#gG&{D4rc!6^*EPlobeuh+qZ z&ovJ<$vtew|$PH+$gkN0cNrO*inS#;*m+>3t z2N@p+=c_z|H%Xa`RU~_$`hKY>zbMeP(OCS&*WT^FHzv2~H{tWRFAJW4jI$J^AkCx{iJ*-f0 z7NOoS>bfosi_UnawK%q+-lIyVRpbcwnCGp{;oWkuV3Zql(eh0htHQZy46HBkC9paN zZ<3*u0g??sxuy0>8SDh7+Vu|vT~->?T)qVmDZ4HHJwzK+u3w;!soSqEs!A|m{z8lOlVikZFR>lNk!ZIe%~h*b_KYm1*i_FK z?dT_`1kRUI+NY&--sGOcN8Z6J!3-$?gP1zFKlik+< zyF1};l~XKtiGsF!Bc%bc5n6Ec=wpn z)!8-JLT6X3EP}DIl!vG*`cNv~0727slOT)J;vWEgWte*?PPSnha@g(Ow7k280qQM! zwOvFy-$D$%neD5@*V4h_7toJUyrswH3?_py{Eax_N!ImX{*w{9_fp=4`U~VyPjvni zad}z@3| z?)gj!`FQ&xXy3Q*`f&$I3!KjQh5r8fjY9=sDO?Q5vYcqQ>bgbc1cC^v&CWYRqFT7_ z^o0B!4?U36HLw*#u|v220cJ#;tyS&1UY;nRwy^U&noQf%5W_}lL>5q@>z@T35>$!( z66)lXf72V%fxLk)ISs}w|9;v)>>T64&OptRA0yoEzmneB9SHf`eo_UMM$~QrER_F z7gO@wcelMcBG+o+bbeMiryeyXHSgjDC2*EhF#rAZBDl|l4nXKo9w@pC#CV@WwJ+pMr8@_bkCC^L^y0B`q zPU_l8+u!yUM~+r_C-}WHEN+!xk#&}Rz*ac1?0LcXU5BSW?BQFm-DurpqR(z*ycFZZ z!kC8VAVDvRiEg%J z!V;us?y=Ed*XCp%84~GT-IkO}Uy7SBQgJ6WBewRSAu#GPcH35M z*(10ugwjL?*g1sZq%ydi)34PT#N|B(5t1z^6|C~yf!wX6GCyES&4U&nQ${O7WL1#8QJTv8;}Uz zXnOci1(vmi_&8mnQltdbU`4O|hC4f7`Nyj*p6QK{j(U{GO>0NfF%ny*nM-Y`7aY5d z>w{vNa&|sol^RD_X!DbBpoORb>kgldhRiS!oocL$TdSyj(h#u{AYtDFaJ4eGHJV*e zGP)_qP8IOQhCwLiQhE^03$Sp@J~im87Y#wRuN?!ZDuPf#WDDW6G9U-8$Q*92qS{L-sDwQCvML{@3mm>EXhN< zIxCQOYU-E%4pP1%x$iqOYgW|bycu1Pm$;H!;=4U9Tr+X%`$HEoAY!=L>Pf3szki61 z{mUH_y?jQ&A4&1I28OJ$ErzUTf3hnct1B3n@Q`!LH@PFD7Oi|JOH)Z#kOc!-B;>@0 z{<&=HX;7gxAoexSbHg_@M=HysZ69halrnP6&`Apb1 zMY7D}R3?Nsg3eswhx}vB;eTH~3qIP2no62v*hmZ(7_D51`Re1JQ(D3#*XC@TmoqO{ z@T;}QF@!bCvOk-(Vhx{zg=W2Vsi0sTtBf{EQq=>nRslsYEyYQ-T_%du0 zlJHSq0q=OA2`;UOE$w~Vq~0>Nm& zpz&Pcf`8{XbpG4I=SK5@8R1U&nDL#MHRvzYLmQW8y>t1gQe3zG4u+6#-;wx!o;{Y} z{~;JCQi?v=~UjG5hc%6x>DGE z@!a)8j8NSxg6OJ|QjbKbj)YOvbe5;!P5GaZ&HO+!kg^?xRYZm_@l5RPv(=Bep=zi? zo%r4=XCCm15qAEn1u{I3z#1>jt6{IwL_&kyyBES4VEH76Xr%EXH(+IqGb)%#b?-X# zc8+g&LNXnjpS(If%sylXQxp6XB}2Sbjnijl&#!I44y|__2RL~oUNAue31(OEZO{B} zHdx}+zMMD+u!|W4f3D%%XL1g|^236NwX zQ7Or}%eCQ24d=(;h|m7qKOf#VQ05_^ICIWDFnMO&yRH~qb?Uml+|f(h6kp@s+slmXsmy6~V(#Oqy zTweOBSVi3qw3N9&Rak-YC@K2YEe*&tOIVjF*i=;gAxu4Ud=4lLcJko0zuHq!%DXwI z9ooHDU=3Aax?oX^ObnwdQh!4^5kc@=O3fxAepY2MNAbN?VWxUpx(LqM7EwWp>I}(^1GRM*~4g5K*V-c{Z7vsaumM~ik^^luhuGrkYMzbg5^t`BiNAqu! z1S;wNJXi82YthXB5;)x)!T9P6u*k3clyxQu?>RzqqF>=;oEb_J%YnoXa8M^H234x< zQ7zrZn-`?odgdm!2P_l3{=mJr)bYz}H z+>#vXM3KLppPw&$?tGPRHUKC7nY9Ug(x@rcWJa$M-- zU`Y{xK=|HQ^edR(U|YU~o7?fPD?r)Ls7pH9a&-!pjXH|cB8Jp@EK%b(U4J&{C8L&% z-(19C%O$?kOm3TDSdS&;aQBA;$~K^y!#&b3aOkdO{9A&cNES;>;r4jP?MvzGeGg<3 zm<2wjzQAU^M;Q$^g`42$cH8LjQ?{OV3~Sn)F)e_jncn-Z^TEy#n~%cI)%!JwKO=YW zKtcSb1n$vXUhTLWqY>o*yF$xgJhDv;l;>p<1A(FLc`a6!;FCTyEsn&Ke%IWqeMN&Y zvGdcq$|TTT%GsvY`h%Z0TAuSh1#5TsSj4m*i_@)Z5<4Z-I>qKNDibrB!B1mb$i7|M z^&*r6=ku36gFB^viU!BDl5NWj$hJby4bNe!Q?&k1WZ_mzvUPPJt>x z7)EZgR;{9EQR8X-323?%s*8`$#q+t5iS5ntM}75Jxj@7ks)a%9U}B8+0wvC|LFmni z<8twj7H8IIGc&3T10y$;)n&4I`}+Fos1N28KUugp z5f6xyk3=Jv4DM#2zd;f{NdP$5D47q+=Lbj5k!KffbTKvCZZb5YRp3G#2z>=n?(f-2 z*j(R*P(jo1=+g|_wFDlMjVA#?M7pE4EKG9w8Hj)O`({Sa5t0+1gFAE(XH*-rG?Dsr zw6`YsHz)5w-X8nF9n}kQONHv`HX%P)NIRUdZHn!?f6>vO9yI}ZAOBC@$Y6q8;S#<; zJLQ7tU0%-dv3s!!9yIDpu|-fS+lF&B9@R1qMDzenj+k%Ypq~V8&fVKYhU22ubDic) zrGR!c4a;5{t^)1Yy46?Ux5(|bHUH)u!R6*-B{r|`D>%Br|8e3m0HA4wnFS2lcIRJy zESul@;h5l@uavCcKOk1-%Prxb7fqu$R$u$8Y?YK=UJ2$$Q58|6QS6XcHvQ%619j#9 ziQC+@SLtn(OYl(?gCAt&lK$b6gWcbEN1}^?uP7yn6f~Idm zEk*?|)xAeHi*83Zh$Bm1vL8Jq@&>4?dR)xFaLcEDKn}oYFhP*U5|@rX%n1GAF5ZDc zX`ZIz&gfh#y>Fx!(~vGTFpl68)fh{vWznC>=?^mVVMhx)0tFGp>C#DSZdXQVSA9_% zxXE{1c&$^RWs>7!!!O`)2tG-2C_bPPJ8!ni^{(6F8aRw5gN!KR_N{kKWHkI`Tc0TS1tgqgp)4SMjF;c zZ^Y)FS-;7BTQ_RzaPG4?T}^!Er(TO?FJ5S-sd0GrV)E!IGlXJ=@E*6{sakI_F}0uH zbItKC0IUn?g2G=+E^Qym#>sB|%^9UQJ6s4ZQ*d3Q%fVOKDHtSByJ=Wh<)yVBn7ZJ!X3QlKN5CQpd?Z86-A8Hzd8hhD-a+1`QVTLkt{#~*xO9)NGM)~ z(-AH}1g>)EhIsIgWH-+%^B;-gcni3-^Ys73ldka)1axN#|K}U@;^%+{D~@TZM|sjQxv1iSvba!B{fJ$Y`9|vcN_gtEcXQ)B83%dBhn_6okL!QseD~}2 za*!^be6@0+nG-UXck8Cs$EPAI8tw(=;co#R^X>4r0-Vk%5)347!8IBuxz9e+I=<(m zADR9v{*&RgkUM%+cA*|;o+tLn2VS$(IAZturZ@5IXYRG?GuP!UwY>usQjpr_YqGWc zH0YfM4bwfq#!>^QJCbl9wiLxcNJU6^h&|s-xT*gYfWNqhf3U=XA6Wx28@)!tR-50~ z)VLA^2fbPUhRYEsPpt@W9Q!)$}KEy*cXBJX|f zg6?Spq*|U9D_sYR*zXT#pO4;V79WE9cQNfeUO26)FCa*d7~E!@7@eb2`!HJOE?Kyd zU@#PF`ijkYODoB!ZGI>cfxi#wNCLDlfUdxQy=VbjxVZ?Lz0Lk=()2=_`@zmkC(+Ox zXi&!z9~|t>5B?)Thl4J?K&x^B)H?PaIeF$$9%n?q|BMJAKFFM(X#n(SfCc`~c-JTE zR((>F62Y0&W#+=QT`-=Oe)X{ssyjeU%h5RV+*yrq3%Jnf-YEjpE`b>71x~W!iS4~T zc<3()wV*ebHya~Qtz7=ld{pRmuojLMo?kx4su6C3R^^4~fw}-MKT(vFz$ur&&DZ;5 zVqHgmcK8J|H{+$xr4u0t1KdLba6#=EJ~=`IdIEwwM6IeN)AbKA%c%rGt6;vNU9t5a zY$lHJHH9~v$td?-V50vu6M={oAX%g^*_+=*pu_*`h4{DDjQYw7H6g3Yd85`5f>#0Y zMhx~RZ008d4b0qKNJq2af{H37F+O$`B_|G+(t^2V*T%X zQrp`(xFAOZ$|9_U7aMO+Jr^0-{vh-vfRq7r>2i$t@3n~8n_mFtJJRdqQhxI|Cz&Q8 zmHEXGFx8Gr)eYcWX%B9?lm5L)q=!p1~>aWN(G)+EW6j$e@67x`d>HLQ)Dc3luC^9xGO6| zwNcag>NR}?NOP$YRqv$m-^=`;DJE<5&&1;*5%a$=z+EDs)Upl~7Do}fEV6$;SC$4( z@84%0_fMQ(Tt*z0Bqom8RU9EwbZi�mCf6r= z0G*Z0uqdFo@dIZa8W}9_SbO{7bya7Ey2-1XzVyr>+lY-VI{dDzfMHG9!unp41$Unq zlUA>UmTir%RxcSG=TzWxdF=IN%z6H>j(Gh2? zbQ(tIX<>f@?!E=06y|gr(pS>kuw{*7T@Rz)WofZ4@L?YtBV`V9T%CyN$qD4!Ex|j& z&DJZ(S+PT|FUQ?0W0BxXZx#{OTjNuV<6hZnx0n0)1mvEce*?AZ`E*dsuee(>!=0&C=KtJM!Yymhq`D`Wdy2F_U0yr(hgxF;}{rs%edCq4?Qh(D$zQ;yz)2KOhv>bJ} z3Bb@gmm;&~Dql7kE63~i;DUeK#49hE_}D~!11#L?_1!<}u+)p-_1 zP6|>dA|!rK)F#%(uZvkqffU!fCN^SL7{s;rq@|(iNz(4XTmn^teX#1R@M?}Vf^I~cBDz9AT6`mt^59NIjCv+{=?q0{361x%$(*g!SiXH*+?6Lvp#T2&tCHVCJDCW(urw~0$?{8R+9lO-p}s0)gl;PXaEE_wHtd5D zW|UXlzp||obw8Jr$vB}JiI$bKOZ_}+^28Kd5IbHnBGF*=*L6DGS==>|$$6=0h!P~G7JQJHYYi%iEIs?BF2JA#d?Zol(WQSR4-q;(U&enx}&bY8G$J;7YJNF&t`!84o_cU2oj{BGqbNRgk41`t`tK!I|sT(_Sg42QFxO~g`>WyzM5`R*hBR-n%?>{CL<~QG{ zHb3wruayP4t{@l1q_8%WHo|YMVZ3zSW~!DHl%~GsdE!ZK2+;%ShHXMA5uw@YAD23>zVLlz%!A?uX(V zEENah+pZLUHoYF$(1PTbM`bApV7^LQz= z&|@NYOuxPpqH~KRse?2c+9dXYtqlKfXcn9GF15euIiP zXd~hDz5|>8NXRye;y=>)y|m<+j#>XlLeh@^imTS0%<*#jo$LMh8@P7UM{c)ZO)au% zd~v5f-rKU?Tj}gIGM~VVRlQ}Q$HLB&7ANO(;zZ-6xUBHSAxbM?f*IENbsC+=6|2vR z2HzrfEYV_V;+;h@?+kUU93*>wLoi&B%1xL}IOGH`35P%Kq0=&@;8`sPod)5v+pb~j zf0wcK6cuv5Yu{k|YjOb>t{X^BJB*L7+yIO!P~B#0L*8x?;(`TR2S*iBN*rpv&;+Sw z@nQanI!+7Mrx5SKsI-ieRHWV8St|ZN)igh76fx5-5``1ZAKvrm1O7ywkIDZ;ej}0g z-{I4layVAuT{}Fq+1qn47Z_muR9GyaKq&s@hpF|m1PUdRSA|hgKk>fV3-F7T+rqZ2 z_H=LhyJL4IucUXTI>%h&3TT_@LW3U$6<)w!o-d!aU1jg1fYw}u;1a9E-zMM3LU`9- z$}6a;N<*jMn)D;SnIJuh=NXm>YA7|u1GhUo4j8I_K@(_jcASDe+%mjNv2;;ke~6Lt z4eTz!PY0ijdeOE+m+uk`%yPCWYGzWtl-wtgur31svLMn$+#O+V!qA=76KGja4T%F| z^F1lw8Qt%^_V##+z6kZLpK2hT2iNYJ+4w3P9&bC#3dFC6H(R$7(V5lM$yko|9ZPG9 zp+dz6i%WFp8?H0N>yi`~kj@my?=f|6E07>y#nmFxq{UUpI2a$F;cOHYh5B9`E-t+@ zS0wBxZy%F0aCq{@bp(S5up7P^dQ%-R(^M}#P_iHd!;v+SH<{Vny#JcVLoiEMN;Qh(4n zdg|{g#%AGMYNK8lu3hyYeJ_4_y7~mRSUAS*H#D=QVJGpU&Zy)Jm0;1w3gKX@*WV7q zB%DyjTHC&i`ns~#2B6OZqw#Gfw`}x{x?8+k+PobI3%JKC|459vchzXOA+}fJmI*$X znSUf@Cij8vo0_O0-W=$L7QixqGlmTaTk1U8#sDSOaU=@HX-t70^|31M4g%tralR=I z51<1q-~M;=y9d`!&UWY5o+AC8j1Ob=M;X1zeCWhL`P^;wZE^kXab!0A#OyZPt7rn^ zDr~JJ>Y){jYOZJ(jV(DolHx+DXMWOQZ}OCG&uqt4Q*IDr>nkzjIk`g+#)Rry0D2vc z0Y`_G#DwWiXC@rC9GfHZ^DT%^OZaP58uMQxPKuRz+h_XkM`7M9!i&8`TB5MP!n$+g z{x`mOhFyCH(hQjI+Zp7;rT4bUIZg>d%>8m0K-HXJ+ENn*pSs~m*`pX$1{kw@`L1mw zp5_ckukl=6GXm`0EgLfm50Me4qM3JEOb-=4R@t5n_T2v1UrgOBzx9oqTn(QQyHM_+ z2lu;fBDP7^77CaPR(BGgMwvAxPFwKA#s3s%-Ptmxy?jj&uf)nCud;F%4Epko`V!uo zrF!fH?QIzyJM&zYj!PkB<>612HXun(*E2Qy0AgN?pSoueno;n_;18$xb=J8CdV+#E zlULlD@WLy3>9z#N&Nbn1+krpThE49I>vQnh-}ynaZJ`G|`}(lwhJT9A8#d`SAom@= zcpR3z(u{;_TRDZEiBg$G=`0VK82k9l(5(%i8>|yj$uDR7PO{v- zloFi7H&kqvv%BX-l*`fI@o4I)nBL;}F&2ep(g~{*DQ)(saeRZ$LW*KAd)FGG#}K-)zy4EA1kxz}KbyzX26`Rr8LENzH0eDIOfR4mKBLS)ZH&sd+gT zr?zjwjGnGV*qe|IUFr~6BhU=?FhGk9@+Irujz}z0^pi&#b>4S)a=AXRovZzziVeu9 zo$`Byk8#B=cMbT`z8qDg5`ERQA8j*2_1F_rYos7iaq9Z2$Vkx-2WDp_i!_Cn!+#@g znBm{!I33-78FaQilkqQrSdb^iZ0BNdNVaajDS0u49)p}J0TrX$k?M1iYmv?x>Pzrp zhWk4v4|a{;4|<3!3yZ@zJ*4?oWt;fif<6v~J#k9PC`5DsQ9oru z_Zro*&`Y@HRX+|9$Z~B)%6-i%Nr6SL-d;%%Q4;9`!XnEEqL%`{PASeF9r@=tu|KdU zpJx@)D!OIMx@*SRE#FlYW&Pgfw?xKC9&F>a>a^K$@dc`LVC4D&X87n?{C;mb&^Kn% z|BiisbkoU&%TjeGMUph%q22vO%t5`0em&Emk&9k46fE3$pZ#i1YotWEH&*~Ts&hYx zy*pjVlhTP}u>HMo?NF6{grq?rdb)yY@5zE*ging!T+OQ|=k+4szlDDUD;pf8Vvb8cCKAYIW%cbfI3y)rAHYlXfF-rq zR&Me%JJA=56gRo-f7@?}kBuLXsipiljHbwWsp3A7=b*Q0UKx&P4qlYqdBiQ8R6$J$(WDSsc_3#SpH$T97)83NR> zAGUn~_IkJo5p&oX+o|jub0!OsI6r-yVypeY(fSDq;Np|DTqPP{ zjW&ctW));B z+{l{Ar~H1U()@-dAsuS>t6rJS&(-h6$`6Y~|0uI-RZDa1#nIqj)OYx1Mj7A6mZ#bt zwo~UHE+|C5-F*|VZ#T0$a>>?i4zog89PaVR-s3-unL)MsdJ>*dVs6{7T52-6JYqZA zGM-&=y730c6xP^dY|gc)6V8$MJ{D_rHQoLjO2S@wGpY@3)B8? zdZ(4^pzDr{v;^D4Gk02fQF+1Pxg8I*8DNq?XMXd?CB^w>_YzxtSKEuGRvohq@q0&S zTAv__hgdhL@FlZ%0>WA?!SNpnYw7U&o0W!b32WzN{bj$7;`8N}$^+3FA?hk)P4)H8 z#+56ahP6yll>4$=oejb{mTS*mRZ{^O9rw#SJ(0LKa+-JgM_AMo0*(tfhg@)m!p)9R z$!fKBdS0RT>dXM@1f9b7Tsx1VvV+`ufSK;YfTSw~r0*D+$h`w#je$Xgk>mI3V3y!8{ruJ2j@73=py@@k9A zna#~^wVhoa4Xys4(J4ZqvRdsDlq zd5*psNXU@2|43kb_~#B$!I_>&KVjd^=$8Y}qg<9?#V26RGjvwp88Xx0-S36(U??ZI| zymw@cE9L6nJ$_ai+(^IntzHbXql&KOp9$~HqFK7|(H^1N4wA*ueZ~0C!+xyWN4EzE zt5g{j2#tf!CUz7Rw+9RB(nnBI;>GBqEkHlKuT6YZg2_3MYkgtpS&V?J6fQQ_gzrBN zS~cI{RJBHohMt!cna8kiqK^@?W{a@D&7ixpJ9W-O*6vieh6Vb^BD=@P$gWim*}UAE zza!1<7|xjjca)Ywp+cp>e$iI9d7nhzr&&p@nAR<5E$3;D`$8+wt4yCJ$iZ?RrfjcC zdc7WaWM;5BW3C^kq$7ueYKC{N<`)Q76_+*hQo2ju^mAgaR#svW>|1Mf#W?ji;Z;|R z1XUNB?5*9RJMRcmXMRRX*H?|$T`05D%SvRjr>tRgvOml|D03V3_uA*yn2_gSvfj}t z-37`;9<{qdgv{pSa{Po;n0zo=c36zSKVJXRZ6(WvONo*sz!k8_PQDcLBb|iUn1oG( zL6tlYTtEWb82Y>KZVmYR()jEaD6bc(zju|61O+csxF3Y;A4`~oxTP-YUwpidcDiSd zKczc?b|Uf53cA%E&6dvP^+f#S{`^)&H1)|vVGsAg!EDSa0*l%`Tfqxu(&%=Re2}^f z2B8|^yF->z&T)8Lu{dMP*CrlNkbyG_=Eh_CEC)2B8Qio3nydP#(H*I4Ir@0m zyNZcj)9~?WHr=%_ve8g-5}Jae@=Mi*Bi&dscIbR58g_dt@{=xm+xJ!GiTWpW@Nzi9=3JyrI%#2b%>Sz-L?bD_gQhY zD{x}8)HXgD-V*J)>pR^zHKl0-;os9si{EGq#H17eL^=ZOz5nd}ujnD~#8*0ds1e@21|G+g6095O7i2P@qNVH{B#veDo?`L))gb_g|~ z;%nDzu5BvL2DOmlvtCV=&N7es;8_keoDsgG)3dgtTJN+wuW{oH)ZyJezY}AJE1p(| z`ZCiMyC4Nyu#O?r1za`J8cfH=WkA%4;!_%BjV)c(-TdY^th(W3pSf;Kx(Z?843=)# z0uDfSyEV(9*>@Y_W6HdQodwg%hp>c1lx7zoWro6j@NT;|;J&KDBAzv!t1MNX_s%qC z^+fo*E%UB0};DI&~blD#EP;ckJ72vqKb}!I!01sTT4v%z}vdXF@vuZm>8CuYwK`Q zpAKGLKB~U=%@^c&@~7_X%h!I4hX7+F;$+7_9%tE;#I^4~MoZw}z#+4KZAA0Hth{3j zxLh{!cSlqzCwO)-hkH{FvxqQRYX2*{WBu|C-E!7D1h6f$e@W^nL6f?Og3!&?2#i4^hP2mBN3F6E(^-7HKv!@4bAd+{P-141Eg@!}rf+_aSFa4p%` zj^acsF%oJOzp#EElikK!2?11|`!fHK-q-A;s}evGB9i{iLgs zVio4rjiSf8rI7Wi_cOj17MSbJCGnfTN(&@W5*IDaG<+p4{o9*X_Y10%B%voSy-Ipc zQ8X=#MRswJ16Bai4B|gxy89C@MWj2tIn-&ipzt!pwYU5CMSLF;cw?IZ%Ly>q(_f38 z#a*{|(&X6vc8s4}vM9Es$L5GKb|MWwG1LcPeHviIk(#eq#PLHn*-%` z^p+^F3-Cvys}p8c{BuQ-4CjoPPU+xsY_45l)wsY_t6NX)Ck8+lNN**Hz}>8E7M432Fu0S_OYVvMf!gmv;+wyxf3zsoGOA(-V$!g` zg*s94OB@sl>B*|Py3c|VdYO;LOKRi+!+Zd(qvZ9yxQ3I-})MEV!f0VZcgQ~*>Ien ztw8A*m3vHHYiP+&lN>~L#YN9+R&O+`t!%w;O8kx)tbNy?Vh&YrP`aQ@(;S5t%q=UojP=-KN~yjy^m|L}!JAkY^bn1DO2j@iUWTT{ zt75+netH>=9;lCcgLXAxA>%EZUO!^C=x5p`_k0 z#Yzmx*+we+{ka#{JW6^Jks+Gk%|FbovgIJZA`o-8*sdMjY)UU!8E~ zYw(Cw{Mn1i@BqDW}EPU9;ns>s1Crn z1;=-4=X6_UwUtk;F?_-yKZlCMu=9m66KcuP2iSkQMj|q)ki-Xs*HZ+^BDp`yHfI|8 zgAF~3aW9Zx-A*JcAKQ-A4)ZSEqrC8$d6TtJT-a?k1RBz*nU9LOy5rhDn-({@$CGz- zKW!irS9-;}^FmruC$^JfC!*;UcRz|pCmC!Am$qAoi2b0*pYi?kaMPQH7_@MzH^>;K zzXdk&oAw{H;4ihXrG1F|L~~L)kc(b55LL(=uI6K%^GD>l_A$QeZHy7t4t71Cny=Kd z0EyCt<*GFxEYsoA)~n#iC3C57o$DF!9qL=ik2RCi??9qbmMVUNmpp!sY9!kZx!bhf zI*&BSqu+Xks}WoMopbTUj6ZbVCs-LZ-Y5MgcY=&Uo8_sNw2hcorNzrRpO(5d><=q2 z`E$`bK|S`anvcn+8}TiQr7q8P&Rs~|k9SlN_g7!{f88eYxtyWOwvWwoF3RQo$=u1B z(NV>_o}}AgX_6>x-$)vNTpXh5;CM6;by#_bm-6S%s;GFK%zbz-2q^L)6npqx;IfGd z^kcu}t~=_U))%aCj_bW}H!X1VB8?>?dTMok^NDLnn0gQ(W$#RNylFiqGFso_j5xV< zGp${p`&!=Ab?!;#*S-aCZusQ92Fv?0ov`8x`)rkT(x=o9FjUE1i+Y zbSE=C))Sl9sb3Ah$9gjbU#&+=Lc5XPPP_%5`q&(9XbAjVPBUGLlzK3%KkERtNc@^V zS&n?P-*;p|vg-}5mCpD!6Pf9iA&|T&ETfLAOU`~G`slRc*-@hNXUK?MH|naeMRc`Z zyK=c$wS_FyuV5QC8cc@@7QHpvF+S~ap3%923c1_;Y{+lkd^HlDvoHf7gXhfO;MKCv zMXF>czCJY%JydHX2GJd6hX05AbKh%4$hq$-)oQ^Z<{cHjf@-bo*N3pGI8sYF_jT!im~CY3C>{1>bY7(oqs# zDX9>Yc@cL|#pYWX-c+;_XRA*&;=liW+CD8Ji7gl z!ZBAy-fZhno9#-v;0!c;Ks75Z3x``dS%7J%%V94ZeO7Wd8p4{=o8MI;|I9e>CGf{E*_S} zYjl`h-S?c7y~VX_3_kWP0Prq9K2~yU8Lt<;OsCpa2M>DGdmou2-Jjx#M44LI{eiOn zp90iY0N+Kv`O=);LH&7oKUVVI`we!H$LjqVY(oZ&_oS3CI=0DBPd}oH9Nck z^1`+3EytU{qoqDGRylla`3zE0jI$yOp zfe-h(LT|*gn)G~4wD3jhlQ&7;dS`{c<#6-IMNbfM;SFM8L4@LY;q+``iiy^XUbuKh z_`a;p$RRSX#~##vHeJ6D?&t3`j^u6=+X<`*P#*A$FHUJX)`z)=0+}wCr9pIL&DjlZ zN4s&cjF1MVH^0$*sL^&ctTc8^{4ZVe#vhTH@@bSqSbTYb+O>+kvPe1yO6FQ z%B(d*6DQ_DtsKWLF~=LvEt#4>W+-Qz<%ikMU8ef9){VPY5E6}R+{EslSo!QEsOhig zrok7GTh;TZ%N<-*88+>Yzz*-FLhYLY1}CQ)Ym53&fg|RA(`V4)*|$x(3{UQ>xye4r z+@Z0=hl%eO%baf&8yz-NPzyr^U3oRfZ>i60?$u$FtfeKzMk_B9MLJzjuV7aL47wU{ zqhi}iyoFJ6?&w#rW$3^A-7vm|DA^eg$Zl2I zsVuu#6kA^PmkN~Bw#Q@EsOX1QNMlM396ft$yiPj^i+`3fl(3_n92kA}lm;Zo1EZ6P zde4ry*$IbVxwOOKmg^;-hWZJ`%v}b{nOk8z1NN(IPYllaFy^gW<{~N2oq~+B?{zgK zm7#m@odJAd^6cG#>5W!JSPL(8j>@p=9oJ_h+P`~(iu(Xg`z!ffHKS)0lT?I6*3`&7JG-hFZ>O9eF-po>D9UrAjnxo2 z5mwd_am@p3k%FYPUoj8LuLJo{Df74wq4MPRYs|k+jj-hxOUmxbvdp3 z;5EpM)f)tyYa*5XQ-4giux7t^cbE;5%r71d7)fWClVb(I_pzyrmhxeQUlVQIw4fWi zdlV?%>Kc(L78pgk=9b(VV?O1+f9cZwjCAcC{blnNW2;8UgR%zjy(Sd5 zav*%pJ*=lF7xn?UtEI9^Q_JW#E^kd}HgBxF<^4M;5h-H~<1j0uZE5g}yV%I|7Ma+6 z$|hCG5n$cwG+xJ%XYO@%+W)3D=AR>c&ewb+yTxpEPpno>B4H7Cpt0h7l*@$>< zk;jY4G@XA|mt&PMWN6Ohj7FJrrNAhsea>#~(}x~-SZ`Kci*Q{Nw=#$m#5ma zY9(Qow}V09)y*LKU5nLdq+);1s(+tnij^+K*V*4Vlz#Mu_+7Q5fp(1Eg}F`5q7OBr z#kyI}4^M+T3kQoo+5dSFEs>ci3#~_NY7WVyWnblRi1S581AxWuRD<5|YP8mb7?--* zCH`swDAtOVG#=DlHuIE{?f8(M@~gG%ajCr5_!Ic63FNKTsE1i;1$fqvQByNeMXN{=!AvBrh zbkcScG7XIE_nTtfB15Vn#8t!Jbyu?hij&h^XCB<%wXHX(=Kv?p-pn@9KLJ#UZoW_qkr)?$&69 zFQw$U_@@>Q(4$H??B+Blw}Mfk3zVUVe8jn9WW~uIx5Ou6*4bk`+8b$Vo{(7;__Rk~ z!O=Ic>Q1M|v95EQ>tj`8h;KCbu*WQ*^#z9tNN0&;JU_lNZheAJ$njy#6Ow&WKTaE- zHABoc9hTH7%*nDPo~5+lW4c|feaJWP>4M=#huW6;)r}zwOV16N+JwAP_(_6`yopD! zMBnnzT$Qcf6M5D|Gb_nv_%7RqH`rgxm!BuW%LMBhz}VLYJoo>_+5ab|E`JSYb$6l? z;0P=?x3(s|j^e<1t9Q-QiR_9`0tss${0Z(%&q@MzyHXr~%+Ren6$>l$Fdu&k=R9JF zS?;!RT$tEsf$iQk;^)PLZ*2>pS`scA_C6fC!Q%T`hYpFPT?|o5T)@3^b^Z0d@#6jZI!V2-ZurskMszsE2{5J>V&Gg*F&LA(s86$O z`^f?rc~Vn^^d$IO z>_ZEzlNy#~CNJ^vtNG7kc)>}PodOx$X_=)w^9(;}zMC|FcOj~%a+%Y-KXq$b?Obl! zeu)3o>K%n}n$aI8@B?@om`zf$my>}Zg4xDWzlI;!a0GyQM8HMgYeFiRq^5D!C62=z zU)^p%hpeJ;n=omrJZT>u%)Xq@I`|UX3M&fmz0}+iBTJi?w;>y; zis_7~cuhC6v#?O%vE$$;PNhk3cf|pP?^7aTy79-!4LjSS5tJps%4jRW@_oi6rO(j* zlrKKMD04k)zk}p&kQQztN{iGbPn3j;z(8#d42Vl0Z0WKuPPZ$}IL`(-E=@kXVtO}A zCRv`Pp!{liDaY-^=OTL|w95b)=N!&G{1jNYUT?i+i~g1MuBGnE;|%^6X-(4ww7`Zn zZ#?ViH#i9_ABLOKVlOqw$}r7SCP#j?bjm2dww&us*U~S{=TeJ0_}1oa6)SPS$s(7>BeKmr_{`aI;NihQ>8YRK>J^i*J>XFQ#0<(2-on^rO}c!gSe`6@hb=`XiO zH*EkFvGbTjQTwRbiHeFpd!`MFdGjK9uDYy)PBoRE^UF@XW0L9~$)u9{99gS{xiMGS z7GI0=u78wNdcS5x%UHhKZ1m3=#~I*Dc816`TGZNpW)KYz`>w^n1fZF@!8e26F=*y9_6Wp!a`J4G!Djua{RM&BRx}4 zH`@;iXh$91g-V)lc;*lEQQma??xhCfRz-6wJ&QC}l==UKCVS(ERmUA+ylw{?tPZaW zik3k_fPNIoWtgSltQU7YO@S^p`~+PH9S(YtwBhHO9c^)?+;6W6(3gZW=?*VJ`~Q^qHPz}q@m_0lM#L`j2kEuHbOEk~zpQTa5Y?_7&_QQL9fNc~ z*upc7rJJo2Wx%F%$A?s>YD+jDoBPRG!_fxgX!9&Pz16x(&l!GfyNE5oq66Z5M%pbO-=7vnf;hd zag8FrhSz5+?6kDEXy5GDFawQcxxSlkK>kxUU#`?>MYlst{rB*f^fBLVs@v30LCmth zu^7?)|JZ_b&|%mQOmtN%UF;&qi}dEIE6Vr%YV`>`2yZJjBC=zSm_g2xNd^7D)AkHD z6W)@L`HD(jY;4iHs;Ju*9tG<#p{~qLwTBf)#q!~-Vm{KDqtqo=(b-3BG2!z0!N zfUihQ%^2-T(O!{`fBSZrtM{x)5t1LkJ--{h<;rg~A#-I+vBKP2GT&yeKW4O%l=FnO zy0tO+L4NeE0+I2gJ7k}Zh;6DXEutHde1o(CcE0M+O z-iKO1h~o764j|ybv}-+8)mh#!^uOE6_{;45NUMIarQA$IQ#^i+1G*u&wNDyV8?_$W zSu(AheZ(TmX{o**Gb){vhEtyI^E!Q8GN@g5ulmFo%E%pd*>BO?n~S_n310(t&bmP-2)!0-HLFb4Ty#cE=TM}YX7E>3v@~$J4xz5| z$jMGL>W1j~p6CVMV8iePh7QNA!ZS|`)caPsumw>oSBODPQ+0cTYqGMU9WQgEv{!AF zwSA0b2`K2}67m~E%F}3i{lUFNQt8Fj(Q+%TWi+~f_vO#^Fo(Z%JPn82PuPV;-0 zMT;ukEJ;0Mw;2y)DEX*brMT*fJSXj{uThuQ)Uc@B_}ANCKUqob3ti>#tZP$22oWi? z%Zx<;5U+r+oq2|UU;mKxxZzgrv|5+xu^MHt=BzLmFZG9gy5<3=ARVr+|Gd6} zY!DAkZT-vH*9u_JB&MOq52@<~M={?SX<+um|1@M5OwmRcqjt^aw|nL?ZsVjXX)|2n z(L41s+QHlq{_CqT{2ADkT3_~BE$_oYlw+HcE;R(X64sMQb}YZvMA0O0Voqep`{Gm< z@y>iJG5455fuDgTx>Ody&JFY#zuxUQhu<>AN5&#Gl*sM;(4MePRVOlNUEQBa9zxKD z)cWPM(7@1r2mzMhK)ZZpp^Jf?D|$d4vN| z$BPUnS+L1~D$EYEE5p&#(2>(H>X|t3Uw{_=$WdFxW~sRlGb$WH)U!PA85^(6!+gkd zTnPNsW^|jYb2i!RMulnqe=X>voUSQ`^^YDNLI|1=Ctk%o@~Op{E*VGocaEs1bS~|R zXNm7prj8IZm4!i>!@bs-hm?3b-R!?xxOHSg1H6F(o1c+^A-j$~`Z(4B+@)_+4A2B1 zLx~7?3|xV)5W<)E9AV@Kd{L62BO&1LpwYyw0hq%vWBmupBM8t1K+4+}44?$KFSJoE zkH2&o-w1OJtFSl#&^k{yy!3ETiRfY*y0othu+g6$fZGu#f9dK$t1MymuPKm5rCR36 zaEjXc>bKET022Y^WXPfo`h4R0F;8im_P$(0QXW0_;Ih89=JssCwU}f4^aG=|6;~Am>c><(o5=60gW5b zp$gSt#xJ6&0PFn7O1y^h7XR;ACgAs!IMxeXghKQDP$tXD-6;8?tojbjm z5*x3^8#V#z%Rx2JqHfW^G8bItZ(UluT z2CglI2wvcEnc6odlZd#N#L#l@cyqnFM^ny^-tbODU3&F+S}F&(go_X5+5lY&z3qI; zR8o=AY}x;7De*8<@zIe|7#GF;$ZULjp0sp)y_X-ad`HWRuyQGv37nP%X#XytxM!hGjEAqARtoGp^4~ zWtB&j-hAl0*uHfV;n*{J!P$<$$|c6QU;5GLU&hM^?oqHG?p>fbF3?d%G*zYqW>P&> z^KL2u@nO>vx+O;eIfLq;UGE9$@?VKVS)2C@yd>qAMucelK7=nTD9hFx#78tw|0MJuxs!d5DmAPd zNjl#+f={9ck9;?mg${VnwEeh>BOnX>t&(?3<8EGOn%Dt+vj=EA5=Rw(zbd{(#Dt*X%?tXhAmd1VQQ#EtwBauWB=vSD8NuWbQkl{n+4fh9mkh-GD zE0QI=+G^5T{I*pqJ6PoXu)g7|7ugid8NYj!{owvW$jppjB9FKo0Ud5K>2jz?w zdF?ws*bgQ7HQWxF>^5i|#tPZOMAbO^;(QJ&DX~HiC*#Tp?(+8mIz>zS@e9u#CXphO zm=yn<>_ho`@1orsyBfl()r6^;sjuREx;<$E3GmIH1R4A3poEAvE^~;aQXDGa72#w8 zwB;LDO@9;oE1^abj4iy!(S!m6=O+=9yzWL9*kL4{2(*~Pmzkrv!;9O%>zd@?Z zfZLqdLNYYvEiFvbyz=5lyt3pxfzA)TZkYSr@7J7^XIuhm$-Zrt87*&IdP!*uFs^vw zlf!MSR5O2X5{|cH@E@R48uXj12QuV)6?wfE22FNMW#BLELHmOlpwj2b8~RJvULE8q_?aVCFcFq z0@DTIa5{BQ9y_T)_G6xUh26!cB1(&9Y9&bQ#7cWHN^YjP7B%h#pf5RYt}VD`zQ(2ApgUNlwrZ~Q z7uA(q>Ph16+W$T3Rv-U6j^Xp{e`0wQya(m0Q|6{V$r=2_)FBM-7VsJRjzzo+d@X@@ z^CmmAJ>Sj^i{*8~+#har+l?~{Tyf~##K@>z+|I<{vLXU6Q%JcU0r~bFgt1)b))ZIX z?D54Kmyv7!S0#oBJ@lJKZWbTp8HXL}ZhfDgjppb!N_Styjn>!+FyW&hF{S--N`R*7 z$%Z!uS6xzBxiXF{Xo!+ccFMf_fM@Bb;v2tu&#rPAS!BUgxf^oBCA}j{w$@Ye2XG+@ zsPL@-hdGyMknDv34w;`JY-9(}uU*DYrU_S7!f}Qq{SbjFf4~PsOQg>9UfES{Kt6>C zpH%c%O+gctcO+XG3e;w2Hr&@9qUZsuNqJZO3@5Pw}zatqp zoKduJng655pjj(~72|H8^DU1B-#x+PXq?ngJHCF6 z9P^)X`}%a=s4TXW=^@5(FZ4A!_i2&q-YF~3JkvxGRt4R+dd^RgLfSOCS8MpXU}g9B zy74!}yFL}E6|pBa^>oEMPNp?cZkZhGco_x!$p&_F#wm#`jlw z!SzqkGkoLYkoKVo;Q~5;rJ9$TEzq5M6M~Xc)fX}F{!MP)LHcoIvq?ydK@+vSn za}2kLAG6qcnsX^-Tl5vf&-c*%$H3cC$Wdv~^&go;hu)S1Dotj}QB_S?mhi`~!u=ZA zqe;I3U`>FcLL|G&N*<%Xd5tH_#c4B_} zYa=^UKjzo5xD7~^*m50gRZtgz-mWB8{CQ@L?8!8xug_*^mtvF!V89osmf?J}x(5{jSC3%03^jAlJy@1mHOJ^I# zCkXI>Cna8unTFpwljugE*%s1VL=_GFV`~nALm{8`PFNi@YfHe*NW&nNgxvJf<3O~G zpTO#$m%_F&HSX--xgiup{nX)Z-uu>Pa6p!9=?smp=eB)_FgaqF&J|e-;|&%nMzf2ZOd7(C=$U29}oU zAE$msncCXCiMgNwd1gLR+=m=LdUVjl@87fv_^yd>(>qX}PzBqu_k2_IJ_d4yJoH`} zQ0qs3*+4{w8atm39><4h1OoMFneJukp!BH3GO#|(8*P(1>OU)RgE(ShZ)sooK3tm) zM}Qv^4f$;OC(6T#J4q|Qi+RuB>)#){sc*J`xfKW6tD)(jtA6|YvWnvQ3*qST#pYUl zu5GI~o<;|o&s_gOHY^)&6ZQr0{SI#!gN~hgexHB(y`}_6ZrfR>b4gadUeN7T^cTwD(7m=hDFHu1jFuw9-XbMZ;80; z#`ed0QU*7tN(vDy2#FYMq({LR>q~_tlNy~+_g_d;^RpuNBQ-1G%8Gm0j+L?ZOz!@q zp24}|`gDHR#a(s^iGlam8oCPuGDjaCtPsb?O?E2_5w1hGx(orDCL89NN_W47&XD)E zq5G}}1tKYuFY!Y*?q8{D*U8OIQyhD_r}h=s;ZI)9Yy)8ghs z`5^j@FCos5mS2jq1~!&mZ0*8i{9>i*fcT`_q5M)DQk5ISzlkGNfm{0|y&_U(3jLKh z0DrA7|AVry=s)Gky_l@tYFz}VB7ch+z=b*(WsX@Z`hzcTQ~Fewm7W0(QMgV%wia2i zK=r3UiJ>@%1njkCz&D>0#ozlvHv4vsRL2A%{j{Y6hv*zDQp2ZF$bKp|G3#ox(w1MMVCFB04uwXf8H{a1{h!LEHcN&PPti`h8lscS-AK)an02bU0~)m%6i`O z7++!)jT#?Wymoo>`M6+Y629*>LxLO>Qfl?v<^<}V{!g;bCHbu<#>o|1zRyK`^v5Co z;+g1OuS*!1=dPhxc7V~${;fBXUfPy9N@Gl+M!m4U`Vjj0K*eX3YW%8fL(?b8eKYL5 zbcgqw%8d1)4yt`ymV%v|^Ga;4uNTZTTyfq%zKU?V(P5fy+n0wx$b-Hm&Xw>IZLWvg z?_sasyvzLzF+00*_5o$z#=HporF(1b^jq9Z6LM5X<&xjip~5rVxdXe$uMkgVPR0nR z$>1Ko>ttL-0N)1kgQdJe8>}7MPkHSS}sBWCkNH2mDk=wQhm+)cR^y zMf*sYa|vl&Y#M(R)#v z+bGmX7{7d?#zEcO*wi+yZBteFJh)sCzn;UWy9oQr$+{2gvb+glB5xZ0h@}3m+~L%3 zQ}q&weH7zY(#E-Fy*%8-A0y;+EihVt7xg_X!k78|tnj!rLXrOAta(jd3s>Ayo;9o> z?-GEWx?gkDxYkpQK$OgsbVh~=iv`V#F@cNP&jYZDTfh|LA9A!wvqDI(V(n`+m8Cr5&rZZt63#3ViW#VeX{y6p`s7 zhbeO-t!{0;hU4DWMx{d1*6ToR^atyh8`oOCI0UJ1q*fI5C+k?w@`yy={mw zN9b^ym=C15$@A>NQ^z3nb?1|8_Z}8t&IdXVk4YRjE3MQ zBl?PpI#0e?%BqeHjcGMD49r|JnD9+YhX|S9(;a%YZVKhQ|1#d4CH$M!6^79tOIVwc z;a+}FUV`qdOxcH3i#nup-(AZ6-A@UNi1Qv{_2?~tZ++$M(c`ApggL*q{FaS+Tjoy% zAdw=(qFm53l?F%wzoqwD}a&wbwkkCqsQ?Z z3&T@7z@<}<(U&4e7NOnBi_NlZDWU{JDK7||Cr}WM_4M9?xo@^h44Ux}nf#aT6=0om zv9=9rkpvCdyJBLJ@Kiq?jq_iJ8IiSZ-wDNMyBE9nwZ%P@cbse5H%)U3qPEp4v8%@R z>9NS^AmBmcHLR9scdIs$&m+hse3a2?uE>|M9WJL(BmJ{r9B-gNRiJ@GRR||>V|ofv za6Y1*4qUg%cC`3Fjp3U&;QcSnytR97vIV(&A9x@n;f0N^Z~oGWYf_7O!67eJR}fVf z6jSfECV&Wear^)$DiS+3WU?c3*XF72J+)aR3r$R7-4s^08_(SZyVafJ^(b2XgAE6y zC-ilg9^^8?hxvnC7PKF{+2SD)McE|d?Abn-7EcqsFH;Y*)@qe*S6v8N3Npy|Yp}C> zUD5hB7cQkt($0I&f9-0f+gd2G@;aJ_##-Iw<^(wMM&To;8M)E=hn1UJf86tDcw#y? zEyVTA-8WyFPuJB%$A2;n`sgU6@foK~Ek(bzIQm3jVs*>lr)-|7xIOb`-7+Wm`YLsN z8IkVYt}3iU{2oC4#@1!LHyWDEaH0{{O~{1D1)Pw`^A;QW*k@_4eq~g8%QlRfL3Spi zt9Q+?PpID3c4v5hrLv}&6=@~s!K!ZpjEt)=Wux%vCXn1{LY)dX+wsV>e`gR^W{$VX z)5Qw>#*gQZ=AKXvSy%_)281R@M7MFok;2!#hQT#w3q8ptsFt9Wum#q$^iH!QE%jS=y!;S3cOgxqzw0{YIHcaG1=wV+)`Nyxf> zra|evINe18>|CShp*|OrNZPdQFG{jh`!ehIxo5gHUa9*hAhsQL{ zt6h%DL~{R$V%07PXm~d6Bl`UQ?Qa7r%9PTzXNRmme*j3N1@4f6G&Y|H3_ZuNE86*F z^s})L6}!71*&LM>9VS3!c^)bu(ep_19oSEx#zW3JI@(vq%4h|D&@!L0oYPpwi`#Ll ziypdUol;Tw*P##gPTJZnb&>I!8$1(2nloElq1-zii%AI(zC%hA2}Zl9OB7!eixdd5 zN-7C3K1;bVV>0s_&+Jl=T)cb^K3}xOwvMe*ab`jG$H)h!ebP^fZI(^!VP>;b`=RYcM0zHf zW=wrPYPi4I(vl5;%tgs;=vA$2$Tg{y*(zmcx?PO?h0ltL{KP^-66?Lf!nuKB-cKh1 z)E1+DbE#jnI(r5ETAM`823LCq1h8tCU%pc>8ys|s?N0lC<@ZUOGk36?8m`jGTrG0- z1WWu7S7;J(J->Yicq`fjc+LIdV{4o!oX*IqXn8BVl$r4cB9%opmVkMM_M1@vW1_3I z#*tZ%v40XXb|t0(2kr@#Db3Z4ER8Y^u?hn?|j|A&q~&W?${mt{Jl=y?ClXVivg>xEAqQr3xA$zUqTI>GIyTNPe^M8rnS4a zm^c&x0m_}BceQoy#i(^{NMO{E^u*{`^G>L3?>>H-=R4yLg>Zn>9QD1p`^t1a$rj3; zmQhl{+?Y^usBoq9Azq?Id{3su2H97@t#^Qw83{4+ciZG=Ac(a8 z)+hAu?zYUQ91p*^qe?BU1&)(!j-{LM$Xe3Fgasp3f2P8TO~iApZ)b#RyLAJbO9oHY zW!?tOiC=DObIM?+*i5z2h!q#G>64NusodGrwOwMnHz=)1+C=lhx8;?)dZ?~IWDaD$ zIFu{PE9h z@o3piU+?7^XH48+T!s8r9>MDKLf8eXfIiCB5vgJ5c{MMKPgQ|7S^KPJ@k(%j9scUz z8;)b8@^#F+ymJq!yf%Dm(1D+dF>B2c`(S0f7TZ~Y{~43u{O(q9(Yj~1Z;4rDS0m%` zTMx`Iu59Cj-NH4&9ke?O{8!0k#s%}BqdNFP`9sv;ofCZ)yPQ*cQ!I$72y1U?&~@1e zx*E~lz7fQJ2%Zs1ue!5)U(RmFzzlFF%wgeUZ6&Aph>IVat~rOA(6%yQ^QfU8GzF^K zD42&T-(GLuP}e|_Qen}Gv(W1!~osButxmqEeM^qqZ&kx({rRD(WRK%CM*-w15voVQ(D z-7xI^{5%KfATq2IRcjN#Y+$axVln08#hpn@JMizEi!la^j(%+(+d1F$l1anu*#Uo* ziq}}F{&T5PZi`jqTjV>Z!C<6)kZK!&`#t~bxVb!;71|S0{7^#?#=-NdKij?ssrUEY z=8n705^e%Cr7+=vHe#2*b+-H9$x6$e2X&=&m)9q22Ecq~reylVPh8Kgy4xspF%#=M zBTs2{`?84y*t#WR-{_wNYz{pm{@Ex_)m|kX;uL zvY0M5Z|4+E>}x$cmH9^p$Ps3MECNzgSjhY5nY1^4%E`}@t|W7w=_k|Sfp2x6;pZn- z`$^kl1Nmi-UuLJbg`9$-W);XPi?FCr#k|fZEAfb8c>3Onwv)7qMb5m?{ z=C?{V>;8gV;koE)-JsJdCW4DJt_PTL=(&2`Eq7!9^hhtos-y2+fx z;o;Ry@-5gE=v-a{^Y$H2lHmMYOr`Y6iy*5%U%Y1tl3&rotb-v8?d|TeFjUJ%g1ci8 zUbzIr${CUszcK~yZ|sd-%p9|6dv>n}kn}ov)4L2kx`xoDJPeVCT_Z~>OfJ~9j{|J9 z?l<@J5W^4ym@wHMv>kTy&(z`ms>*4EDts4p(L}AtDV_AD-9qC1xZk|rnaC2kfP_R$9vb!tb>V;VafI3hX-`C5)miT!7BjlTz z+?9tm@b9ZHKpf3W+Uv*3xf~&}tMs$8q9O z0O?AuHnfR&`HhLy^em)~4*2Y3~NB4L@FRhCA?NnOdwBMC4@1Dcciz_BYt! zJdXNdt-)tbi>uqB`_kDpy>8EB65)=nw-en5n&j!Ib7sRIMxVEsyF~K_<379}5W$A- zkNp_oJ7T}2d1C}V{ioqqeB;y?LL#yJNH4$Vr|hC<-u|Yk9<|AM3fO%>eNH0o`@P3} zU$-c>{zktl9Dg9V%j^w(I0F4*5fqkt_`GZJR&7<_`RaX8B`m_n^wMt^(nsgQJBUGo5397B9^%1pb2@v6_`N{hAr z^gNu5{ey7kuMvlKsh(jbkx`N#q*X1#&WA$6I^06p)aFrBv)X1CjUR`o*=DFYE);@9 z@=9e+7l^sXp_vzU7m$Fl4q3eZV;&yNI4&DMc$Ii-Zr8pZh=5DlwwGwTPcfnPv_?A} zmW@yo&CD{c!i52exw|vTu4%r&U#0ED&~Mw4wXlWoPa{GW;HkJlqT76?jK6*qaegV4 zqwW79E5d|C3o`7N%c`AZPb5~x^+~BU8Y8B|BnY#0_caTA*%(h&YLbQTi!O!9t(#_$ zLYj^V)5e2~4pb4b6FH%S!zw54e>>W^H7br3v&PzWNfnb&I06CBQXS!#m?Se2=H9o1 zDjs!uA7wvoe)eekOE6!-dJdE`;eqv_-4lJep|DqI?QNC~_h$lfhJ^_tS9sx7Ay z3SP=EuSv83%!q#*j}v`GFzFX(i-cKh2Kk2}u8H{P>JJNteKZuepQ|59eeE-^3~{x# zDW6jxa2IDEP{_Xdy;q5pwJS=M;sF#;_Q|G9tM*IPhl7sz^^bVwG!=v~vq&U|SDsYN zfS_3j8uX1!Uj+-<8U@~=DVC}k3uK=q4*jfQ23OXN=czW;9YPI_^tAv~|Mkv)FLr^? z^X9+3MDnl|u~B!M(=C71)LjwX2sIljbThR4w8}M<9X0q`_eP>3U)?PHi96%+FC2e` z>52SF5H#;4+Y@VknVP(#(qf$SqUUC}H1_`2VZG493o#$%+CkLk?d0H!%E7|;<<;Y) zRX`fGiJJg1wF{X99BU>7*c+uq4-`i*2a%Vf;98x0Vklz##-NSDzX1>1jA;2kN;R~s ziod=^YsM}I73`?Hzbk8@8KXHMkz(ga#P|63O9`#GxR3{Dg`y!ETvN`lrly}ggkEsh z;VHDz>9o}g|L|j@<4?l1K~GIl1*!E1*huyLXOV|hQ0Ji2l)Rw6<_{Hx_9to4NHTV8 z;D=gLBq#t-1lKJW=jbenj;G+)4f?&+?3=89O{s*-Nk zHBbVGdlbdBQ?q9*cKp|Rq^N3Rn^wIfCP0fvJdW7$3j|xoo$aQsv_B)NC5lOxrkj`+ zIMSfTicq6PP%JKsmbNtTQ-sF@eGWR%7uU4o-Tl~cq<3@wO3NhY_ll)A8tZv5=atvE zqG5MAk@Hjj{BHrHX0@&-`I!maNJd`tU%IkJOPGFBqvtYud0R<+Gv@R~#v|mra*VFw zF$`x=z*Hu0#n?<$I{PL@eFXKcQEl_nXz(BR0Vo_{t}PdDxpvV^XWlleSX>RhOrDxL z#qMBL9qpqQ@ASr#-JdhQf?wWQ(UP?sm56?fw!lsQrK=d{aa-J-LWg*=$~vCz6Lhza zYSz3>9CrmWpd#PPS9 z-c!TnlSm60J2MfT^4~bd&V!Pk;e?i%UGMQ%X9d2Zk|0sR6EDWTnKQKJAQmjSIs5Qz zu*q-QFOo4SZ`qK>NxeF*7#zqgjL5yvV{(ivY-Og%I?=90IVh)dz?J>`($yfn@@mP$jR}Jz?fV2wJ4z6jAR&t!};HQjtUm@ODtYLfg(t; z|Bm_KBj0Ri&GVc%;WvVz2~aLXAHaeQNx`cmt0-HuR&_r7*o4g&^C4O)Nk)(BNDhr!2)6 zO*VzlMZ3NtSjNG(SS=^!nX0I&cV}_|l@yO7d)x@3;JhHNE&6YV= z>P6s=U7l(ibUdL-o2Y7)C_Hj@wGzPxI)7O!OKX1H4Kqh7X3Hl_)*(=%;k zF0qWp?HYw$Cuf1KIt_XX4xr!ZPvdk}KE|f}m~N|rW82wBS6W*?KJ@tN#r%>E!%E7F zrHN{hv=()~mF?Iz812npL#Kb5XGX$$T6CwB2{pO}(@xdB%^TZ(?PFc~hiCAP5V-(> z^nhcr>3`^z!iJnrTnoVHdq0Jt<)Ro{a$x1jsp~H^RdPN#h-8ThKYSzRCVKoZ*<(KJ z3CTU0kAJVuv;x0u+G7;`8iHB3OiO$Z`7U#DhkaEdFI$j1eAD2;^eJC-mDy(AWP_7* z0xSEj-(su7Q70K!yqR@<*fs6`*J{7B@h(>sSzO{ARy99h?G!6?;wQULhqe~mV`jQXaD{)=ghe} zGv_Lko1N^;&hx(S^Q`q*nk=CsKV8l*AF=N*8|5+>IO8>0A(8daV}C*#sSR}7v@ez?nIUeqN{p7~phNaN!CpFsv`YX3;(3vNX=eZ)B50#xKO=1s^d5V5(hCHG)I4-~> z(L8*bUnXAhI1k#eq?^&BoP;AkxL1nnOK(}2BMRon%!i%1l7@>#c5we@k-B+puRTo$ zrz<)=Mc(^&{|OxYRD>hd7iL|z;bI})O1)L{$K0g9kT`uWCQKf>Y~k@(PPW9#!I#6N zctwO8@Xz5Gh<6|{L7tv6-}LQ%_=z7d>?AV>-yqVG3st{zmfiV4^5O}uzH2mKi=;Tp z=r{!1Z?^XIcd`{aw}KYv3raqo_#FI;_=%Uh>W|_=S-3biO`DjdbTlTtv)Mn*st@%3 zW1wPDPTc8F@#*@rDDpX;6zbw&bwqWv*%%^$xgof?mpecm*Dj;n)AU!hpl)V--oW-OKh*)5H>uC>10A%`fS)45~) zJo(V-1zm{=pV)-g+>J>k{-3G;ni#J1ng1nbOc}lkldsc0=i+H;lew9AT&BhU;|Vmj zxHWQQ2pa@tF6(ry^*{gl*MjPjUXKvlE6m8T>GOCsRyJvQM^ab`R~zkaxus9~ClZ|p zwC{=d#?vQjDT_839eT2A?!^FfQ;eWykvhiV`=46>XY}hbDL1{P+>r@)sTn`ufJzZi zpIQZvrb`WviN`)1S*eN8e4D$Y*GJ82;xYde~22&h5w56o%dmHMW&7w{|mKVHzKEEcE_D9oi&lWa3@{_ku(Yn95uHs3mMH%vwo z_Xrl(mPQKkt1=M0@NxKXusk#c7GM%ramFvR(tiP%{GG>o3@=OB;N=6yoWEw;2-YhR z+6=Q_y{fjS5$8$3F?W1w#V6)+HcleDCOsFK4vH?|QQR=P$EATtt~sK%FU_XU5vZUp)HSyV7+@1+H|6 zj;r7?R}@I%gP{iETgLNX&xp?Bp?iaw@i0+0VmiVCa{b|T_qgL#1RCyY!dF&UDSbXw z9-Wx6y%u5)X~BU^9mk3=r1wM{BiO#US8wmE8j|uS4{#dx(h5fpR|lNu-%$t03LM6J zt`^5s+4t+bHp=kB9e=?fbmMgfvtu1@B7X!IhU3S#UcH|U&-&D4*r9*y#XdJ*uVWCR zUsV?F+}3>+#}#8RBIgZtrVm1zZt9ZsVTEwc{TMa_+GuKjZM6fxi>7oxxVE(7OV33I zUdYe$(pv^S@gr0i*1-Rndgg@?9F*60J{D<5ucag`k9McH1#;*ZYA+VQd_ngf^C;8>i;WJ(WS&V=?s}??wuv9op{9QYK zs3Z`D1zmYUk^tmGIVR{caYg*-r%p`py1zgBtxPCO``2E#0)8Qm>)_}j`jKnq)zK`R zTeGGlGo*60=JY09sQN)^tY@^5(Y)2y;K#&iyq6X07H5_nX#F@AI7k`o1}9N3p57*q zV#Rp^=78Z^cslSe{WT3qb9oReAV0_@n7p5Rg;GmzAwQ?`<hTc+A?0Xdq8ICe5^5ETt+=CN0xBdVnL7X;V z1g`co9Ce>Wf4^ac8JkK;YH}?=$?|Afd?{i}Drk2&%g}n7_p*B(wRZ+XG`sS^o1Z8^ z{CF?@SXx*u_2*Q3XrqD!+KOLS#0!#!zVwAi~bA> zCuRIA(&%^ix>_H8ynB|g+h}7oWn@WsJ6Jo_3_~X75=6An`?q*En9lN-OD{#<8#!w@UB=UDKTgr?` z%UK{z{2+W=Ye5#ye(GIHHK?f$>kz13@fCbV%^sg)(7(l0C9T^ziLxSg^?!6+ zx|*9KCq<3>5+xY%iq|d%O(jZgvroA0faB(-4TP`x)!91L#d=aW_aRY@w|^6m@h%^J zY`*^X2Pd=}bkYB$Z@<&?U(-ByRK|^9!OqO4o|sh~Ns&z2M=Va09FMZ!a~rGuI&fA{ zr5-XeerxuAhG|1!R0LD^J)9-OUliEH7Zs#Jf06Oo?(Fu7hM%#D9Ll^t-?2)jc;~^t z106o@AKRw2Z0Am`#ua#b{`9POJI_wJ&c0I3Wz%V8?;W%Zi8d`aU90>b022d=g(;7P2W6UQf7mV6R4@ui7!sdYn;dx48 zkvJ|McCND0S5_B-Wq1!q`b$ytT9u~MH!z5zUUFf!Gqc93#n^vzzIuaReJ`~nyrKS< z5_+dXBSt~h*8*vW6}7UPrkBgQjb0lus_;`?5^pHDUi=ST zmnnc=vSL)t)p`fR`}1&B4iD9WSYUZVfZ5m)J%vGEmgGXC6n99UP5?p>Tcf@ByVTs4f{yvg|0V6xu99)Cg(^{E zV3&FB1Ik#1yTRj);c~g2pZ=XHC9$qczT1NY^l{TLKcbzJr*JdWt@bN@H}>1H!nqXIB_5w3y{X$LQcPR$#fRJ*I? zC~;{e3Jr}hda)M1&8`47v#n(?h~XbYHCj7SG);>afjh=2x?#pts!wj_<$c%tkfTAj zHZ~RhKqFvcj{*J92HnWCSUrkm08}Se(xa2%<#e}b4-TiK;%VnEdK*(F+l#qrK-dh%G92Gvyl`g#r~kYye;qJkklQyk=9j)6-zkx_{vey|1x!4aDVcYJ@(@# zwxXV7tr{$$3l7C?{X*Wm2sDW5=xsx9Ew(&*@4&VE`l_0oWYvD|y2QR^+MNHDPHklW zc9m?w!Uv%k%^6GRH=51@h^hfeas71YLWmt=@+~~p*`KF< zWXdO%9sA8?G~jj9*Uo|cU?h>PV=k1ls#!QvrZdbt=RWoIuPlf|!hVVTx4Sg&Llf5X zVfVGh#_+-;OMUXWyiDf<1JgI78OG+y*rh43g>M96G@Hq%G8!i7)^>h z@Q9Dceu;d9y7GTJe*gczN+|IBN7wygpmF=2>wk1vw;ExM^WPx*QFCDs68nF2!HU+?LZ@BE3Rd+CoZ{-2gUBCDPER#?A!Gg~zs|!vj;Uhr5X#lVSW*2wm39n{?)o{I?1sAB}S+H|w z$!1N*1Pkc+v$;*pkjk5QM$oFxSbgmypZx8M0Y{I9qHD4Wc0YPQGR)6m_o+>=9-be5 zg8gX|duP#H@NScN03+Fo#w12Ss1X^O$uJX^G;F|Fy!Z89ud7!cgqEeMZ>p^7;a(d} zo9_Pps|u)pMXYYYn@wPrm2>661x|Qh3ms-bdA9|`enA1(Fp|n^0hMuCTZw%PPZPI# zzR-ofN__E)v43P)FeVJ7qtSS8DnpSnCQ&L=>_=@_!@N4?oNgKyPIZ|swVd2BZmxDc z2KZR6da^n4H@%O=jn8Je@O0iK9J1xPvb>GdN2kULx5rYIus?%B-rQ}kCf-b+GbPmr z@g=hce{fNihclA@JhrWjGZoeSoNjAm0hcZ zw*PZOH9B0}^tIjsdvtBcY1#e=qdb#g24ro18J*5DTv`uoA8=p?3gWuAGFs~CJLW1R z!w$*IQ2(hDCs@JN`3$rM!3sp)-0M84sm>t1>7*4tSO-K)dgkOOLfYOBi{lI&RmN1r zKuNOt)L6_7cN}^{`|dMoNUi84q9QU^ zweo@m*O$V^$9woYa6o%->&2Dm3~hTL4p*V#()6Q#)x4u@I{!UO6ajL4myDvSm_=n= z_7gT8eUgg6d}D0RAmP~I$2Z6pS*O}(zbhtSO1Gz;%gdfU-MlVZz5@}IEZsXq7+}BypR~zmr-v_X!kf7u_F*H7 z7{K*$iD;@A$M^b=_(_$bvDNKHAcdHxfysW~k+bs?M!MMAVqfdM!bs_(U3>uJ8EHU4 zYHIc+d$iLXZ*i1B8yK9b)mSGugUG8lczs`EeUH|WQ`rbVrKh;2U#d*binHKX!XU#q zblj9BInXnWQ{}WPk_5zY)2KHS6$&T6I<@d)?#zfyEW6}XJy^2d1eQSSLKZqsk=qEFmab*B=9;roy2yco!hIgfMW0I#w1 zZ^GPK%DVvH?cpV0*rh6`ed5#?74*XToYZ;kxwN3We~a3y%@>2dFI&i$j(2DE% z^ElqIy`2jZstH#FKx-&105}{uiVa$5AGH2hF~lAs_wIB!u4`r|-Q9e`yaZ!9_`^_r zro6WDgGL&M^5)dUfdi`Yhf$8o4f>-Z)s*NG=nh3E?&?#}VF~rv<1E7)H)XUKgb4GJ z(n)s1mpo-$l~n`OzYQS=;=N?y=76L&;hPidQ_8=prV?{Rn=gn&mzM%2mxql21mPWe zqFn1No_43*Ww70QQC{6pOZ$MkYX*inR6g9Zbg}#SL`YURVu$w8z!5<2SDgK7{CLK8 z96)x>BfGw;x`v<17wuBTx!iR`MQ)e!283VYReijIBifSF%O`z80yxf~eSX$@AuFU$Rtoza8uPM&LHD|AD#-GG0BTy<}PV{!xXww3GWw}B1fp6CNdN9`;!Y(0L zmty2A9;>Q>dYH%>Y`TIJ8J!bo3E2fqei~I`*eh! z+^rzV9+0R_$jG^roacgt#*bK{xrOiSoq6YFSg8A);>SYHe_NFJh@o% zZN%dBS@ORPQ-b)Va9@yIv^4BMRCCUjO>?V}XTbQg zqLyU)tlF;4TFCv7{3&WSa0C>q(Ia@P>qG!f??d9rt)EqQB^{4~z{j@<9=$g#9DEL( zIutE2M?WQXp62Y>q6N;(PI0Nn7=RVn5m|A6?>{<*Q$#dOoUl)AH^sU+9PeAmcb{Xw z?JkYZgWa2F0!{KQ98S#^TW7Q-l~Q~L5R?z;b0Zl}MzyA7qgMDun3(t|Dl|3~>h!fV zR@@NggA1V0FNL@D;vy6TsvDA%?;*gh*ETre5hdnpkzk{&?YlL4b9D-RBOZokyzWbl zH)qJXgefCOKnu)ZKO7UOc`rl`gwHizJ1yE^i)fH2 zCs>7-9Dz63?|t?IwJjg&?m`zK-x_4G%6>JBp1t@jB}#LpkBF!Y!Gt1r1#P z8ALCNM{0ln=-Fg92%$Ke=`$U$i@T{d$<9=1)W}W>PZXbCYqZ3ezLlsH$qtj}6E#OFJ6)M>5ZrGlYIT z+W=5E13};}+HJA{)_18-Qgd2D>#pc^_*W0;b|BQx$vHEO-FPYV{QVA@a~&d^2>#P;!E*#hy=!OqMz!JCbjX=!^f4j?`GVLMYax4^VOp5`>K9j zeA-@UuE@rB_|_JnZ;G659Oqd&}Q+z_@CR>Zv2 zdtrBj+ArAV>8gW7rphhTxQ(QFZM^Yyj)42@Zhhi|^U`#K4aZocY)`8YwRoMsaQ`b(&>nAZp&m}{Z3Dm zIAgxu^{3MZ-va{mv?7IP?p0lD&R?vHwG3au(a)j9pP4tl4wiQijJea3Y;iai;{Ji5 zu|dYb;Wwq#nNm7{s3(tAc>MJ2LH55a3yB>mV*F+XCWSHGY6fXwOm1}j3k_jaFz9&Z z1~+w`oXoO_Y4M;B7>gTjOT}W}Yu}WV!fE)VW_9!9GeWsx&aJC5dFre#wPZ+|HJ`2H^-Xfv8tM&>UQ>widi4hC`1Wy~&bh6eJ&zDG* zkqlf*&J)OJdfR#bkym23e#ZWk6#dZu!N^bQ`H|o5A z3$B%Xa9Fc*#dc=o4V7kU?`|KtRn%mNO<0>h9NXHk0+bTXT5w0R$ZOp6l|^8OS^Ir#@opl0kOTo86(q zw@*v1m>2z}0(#dV&%;YtmCLZ{iyR;4&&@XK!ry^D51#S?{-(88A#X=+TFjJkhgt6n zpI)##Kx;DTqz7z!ul#g{n(o;H^+;(QeQ|^7d|_dJ?2H8Zx5DU@{WIDTe&Ai8At+o3 zhLVyb#X_?NFO7dV;x;Pc+qAU`gQQgKn0z~5Xx15G^jll`{l8_)@wv;dLw9`yD^?MwJDQ)X4fod{NoA12J@^PW!|YrX;_S$ zis-~q!4VU#41aVHLBD0*f%aWCZT#2E7o1y}2lBtOnA5BB)*@qB(>K4>j`Y(OQOhPC zS^yQbx}LR+_{+0-J7_v1l`_hsV;runS5tPD;4QxWC?l;>>v@FhC6aTY%o@;xMf*iy zSO#DAaRPX zr~NU`zndCm34a)~q=SH5LCc8~nw^&FzshVPJYYpppVSv0E9_og`kWCkIj}l(s!IfE z4q>9mPVsM3Nqqo?h9NhIYBUQ_Um94*poRWVrG7rMW5Unq`QtKDUIzSt9`H)^EgYp7 z8?iqC`OiVOE4D_@I)~k8yx~tajq1}Q=OW0uM5ALEF|S!(b$j*^VYeW=Qq3skJYW2b zStfhO_@U7vA}qx<^7)3du+R<~_3@71Q$7K;~l`SsNZ@j|T`9kyZ7b z;vQxIR_yJdMe1*O?YRAdR(Mw%{C`M9^pusA5fty-uix~})b&)H;gxri*AQLF zFYXuw)I#6>ht<;`yLH1cDGrbCIM8}Lm7nz>Mq+A8v-fKxzXSjGP#_wsZG0$$Uf~it z#OnxK8{Rj{|K^{@e{=;r32@Vu_V-yTl7WXRcOo|vTu36c>#z$|gtlj!oGC*6zuQDr z{Ec;n$Li_ztIYg8@?7>T&!OxI`4j zHN25!9E-``rcL+w0Jz@&lwkz3=GYVGO_Zp|50&%0COoD;O@>Z=;Ry`&Y|q=G`s5gXYbG?v1(%W4k|4OMgEA z4s2WFnX}k$)8MD>eKwolpT}PbyQM0yM$gizZGRl&R7#2AokZWx z;+tqF-|HdqO`=<>wvh z#_b<1U^UN96s(u(0lP|o$6)2XQIc^v&_ws=jnL?ex9OM{I^Fli>baIcJJ)O$3Ajo$1%|p1G`ID&+)=uP>q!wyHO^Xd31go~xJw}U`fu266jaakY*x%z#^E*zl z4Vc5V7C0}wMQff*Iz>m+ST$Y>($wUA3Uw6m@QGc+B&_zb2;1o`z{5}JcZ9PA#TA#EjP9oeC%U)|}?Y3(2X+$%8^(njzvxg}X6f@J5+Q_b^g=yHWx2ZC&L?^w=(mVtg0_>F`ZT`rym&*b}_I8I0jGm(?y4 z6O+`7PdPAFc(O4zUiz(V81mZYPEpd_H5YW)guy$#fzLqXUBGlbBFQdq#__vx6R*R0 z;WzS7Iln%Pz3rE)gN5mL&Q{r59a0j;j~x%xOya|ycV8T$p%GdJA=zIN`BskBtx6LM>UW=>6V5N?onb zVDp%1rtJ;D_1^l`wLOMfyDRv`_#j*l`egOSmH$v2dL?J?o=xprA!wo_kOh`eAulcm z42$~q>a8)t{;>MrWyEjvb&uH`)m7`qUXc62B69$Z7-mKkZ<0;4FkJb3#0!02Q(IaX z^|{detiVRhXzI@d0*cd=L-rWt<9sHj*yXBK4H|wEc=cnfniIOp1b?nq} z$;*vl9&jYn+YexH`L@+3USO;86}*rb1+5~btEDRf_B_dbzJ0U<0d@Lz$MAu4^Qrt6 z?ocgZ`tnk@aVam`yGxLkx;duF_)acA1NJ@rig$kyF~5GL#%~5(ie_IjXJ5(<0+$jJ z6P_MjHV8h9zIkrqV-19PLyPaJ6bJ6GJrL1^IEPs+;8~7aoE`u1qUpU18w%F%5T##G z^DI+&H2)9c!`}){?KmjIDKX+r$YC+)j$exW4UL-GIHXNgO!j-789Kw<()@48*iAy? z)K+H}0KmL-R95EiVXl1ar4T(zNiR#WFjMI9coRwm$w8+mM3oxS^(a_VpQq<;iDl#wEGuuK7rImjS}UnwW@gdVp`#ZCf=oh;O)EBYB=}bj6-UaPgzOm-K&L^1Dqg0( z(FPs((5bmu`j8`3{ztRW>FDCT>Jo-M=FPC>L$@mtt72Ouf#lp z&h!=(O`zhN$-r&^g~4(i4T_NgQkrP zemgu=HJH*AS-|ynD zUIXV8XO+570cY|;(btLUHA*D)bvQUw27E);^6jWU-;n}G_q~^2+6|0;VT{%r|E(XM z$vP>mv_IHT8=i_v3kLg1gfhC1#(36tM%=vA3!Jx4F3)7>-dw3E2SxnR^a<_R1NAfj zGwv@Dr&lV@@_}U6y&HZ`lR~?B$DW=!pK9V<;#Z>u>aJC-cT~xl5FO{##&{)?^_K)P zTCxa;HUpw-jMt3Bti@3GGatG`17J(!elq@NsaLVzBAHU@ep&C|1C8_)G;$lameB!c z6-S57-me~lDdx=CpX3xdB~I<$;QpqXFaDCr12S)w16K!O8n+bzcm8o7!7Ifo`uR80 zotsfwh8M5++s;H*FCz@(co!R4Ax?V};0{n}Qd`}Qr2b!Q9pR)mip9cOL3!FP^NAG8 zCV26$U)Lzx-61TK~+I@d6akD~(O zBKjvSx!kfKv4TTpF5aE5eTziQ=1(dEQpyq=M*l>}wfi}X;8SW`UBjr2X);oO9b1&c zHYkR15vkV9X4*0a)hb*=$=qf-^*VPtT>}QMtEE9VGA0>12R9Y2rmFvVt&>+On1^*9 z2E{^GfuPL`el1%~4fjLdRJ`XE3o|F)Cta#gRd|S~2!Bj6L@pMkF&C-cRp)amI@b@W zvkaXFh@57z6SLxRH9ux>dee~v|m~Lwz_IhduoMFjy}dxTfFa_q`dMB__gV=~iu> zSzu8_c4*io(gK@H<66p?%G@oEDoG`rl?D)aYk8877_3%C7gW!gm1hoM4S1TKnagBH zHQAghVZ3KS<4-G~?SUrAigG0$#R|yfA>OUJ5*@jCng>`@g&4FN+55LR5*|u9gW@8N z^*8aJ>%y$3Z{u=YE2hF8G5pJ8A9Jv}TD(#zw9+NLY=onM$VE=2&#J4EO@4A0bg_>C zX6>8LKfg=O{=V-gk}g>6{rF)ZvMM$Uf8&WzG<`Qp*7e%7me*|sQ%LV;OJ!%GOe*PBIBxEeTDkn=$F+D?#o2Y1Zmw(!`f&c7V5_NuzC8C6oYZoW6#?&h`&cA zbX%6*Wiwimgs>-_pSQFdiAi|pkx4?fZS`hwf=5)s?t^jtp0PrYdR$|UAADzK>FaRg zN1Z$OzCTJCM7|^L%?AFnye3W;t6) zfQ~-XNkbxvqS<7{@(Zl<1n>s~9wzk2!{Y$gOWiu;by|#BWt-LfBT^ zEcRhT%-NU2pBQ7@wW! zYcRKQ1BD-=oz8wJJam|2#NdmB%ct-Yn@UWAzc1bH1QBj*43##oy=i+nL`L8?S4Q2$ zDf~OP$FqQv5_E4KL62WI{WIqnTQyZ>WxNBQ)Y%LeH&_C(v@W69`kdl1X>H$Lc?#%5 zH1^Z@I-dxz@qbZHSXTcPhC}(vFhsrj4Vyf*_gE#B_zt?QELVoFtnHK%=sN&0 zZU^U_3X%J)7nk)9B^SL?C=7%t~-$_FfeY=iL-Zh+pZ(ugW9p{RZ<)Gg1_kq=0kMyR!z?U3nt| z8W8%?Tsyqf@ad2e&cOqXAo_;fdiO61g9t`8X8I*Eb@6>jwtRfsqn3LuR`6^U|GiZ{ z2wD^2 zAu^BA6>&9|GPoCBW{4pk=*F(L@{$Zmbhc zM+yz2hjX7B=v9B)6U|D0eAM}wv;pi+>Ol+P%@zU+RpF?^nWz1-e)sNBj8;82bv*Yh zR+AURssGOB??s+zo(m0Q<*e&1`j3upLv;F2I)`Vy-CR}X@`+uu-^1@>FJ<=Kn@S>u zFPp4CgO#G`hfzK$Gb;^A=M1K*cQ!0_h+>OhP1WtKU1c_{sz1@PkLkziFH4V%ZU@9C zysODR1fRYl($eOGB+QCxvLg5_*U*2_alsO>fDwg9mKdz?gOWs4s4_nXkkj>+HUPg0 zSpX9=!{k*o$wC7z^xxWkEeq%K=3;4Q)2ILZm%aoV*_!H-bQpMkN>4qn3^@5Y$74sm zy}cJS;!hfAAJ3;C4%zole~jaKADyMbl!<%C7UR2e@|@G=ejn|RICeh$i*KV3!|$H! zmp_LNFEPnP#)Vwcs|Xq4q`-!(8Yw&`ftLNVHp?lQKi0;I`n=A$0MjJtJ*gc_v$*v~ ziEH(f836thJ1s*UeT;4(6zW;NJ1Wi*UApm?Y=#m-x23U9{#6+Jv}{+<9votS!`5Y1 zqKZ*|>)`flBIsDV)Y+?8AKz2v=Kkv{^iXyI9c@j#9r~P_|MSl7J=M2tkJSF7gCJpc zH`;4n2Ip_&76%Abq&w&$@6vaY;pwAFri5+IG0ppw-k!MTn|KS=XNx+G!+YL`1)NLv z)A-aAqrTyI?JZCB;pnAaaW4 zjr*?S-c;z>%9Tj1`{{Xzew!{+>^pKG5NEx-Thd_1y{4NSY}~RdTgPZHnEm~uKZozR z?^4|*KNj!u;rjLu;!X=W_?&-8jJb$?j)gN08TXVK*2g&5k^=&!Xt~U_cJa>pC8KXt z*xlRxtq`ye0->ko)<*VmiwAd>rek#m7>~}hy`P7!_|*Fa+}&C%$Z_5t`}tRUKz5$Hr8q=N`K#;x1wTqth&nwKdf0 z>8V-ze27weSY6h-=20d4VkOY#pd{~AN3PYQt(yVNoY}SoGo3oG$6^|CxK#2jjE1n? zSg+@6LTw-5P0SyP zy`E!apT3aue3pOIx*Rh-)b&D|S}3m-q(o4fuS{M@W9MhAx*g9p`+BY`;GEU{Qx@`P zXy){lhd&hW@p(GWq?}~5!YgheZSp$!Yoi~@s{U-gNn`IcOP2LgXnfrJ_>K9ViSN$3 z7S+iQs{Qv2Dd(`pA84liof#m3>>FuRQRNFGsbC-`foi8nWNHNw!q%&Jy*#CYUK*^6 z3^E+C6Hj8Y*pK{KdA-(aw9Jxe3^5t+@4c;!R_Lkv2Sj#|beR92;Ev2x`_-}|p&+N$ z58*d+z%G|^0!Z5yDEJ51JB)4>>|dtXR<%*c2JMkqgv7E@Ev=K2-s)5hGg?YR*gSXC zaVkI82Mzz>&F8X?XVaS;jn07Ml#T=Ee>uDVX{{-nwK_z9hR-+pQiV?0p#5jV>f=@S z8}`XJ0@D=cetika`5#*KB86aT36mkDV+-Z*;57^&|FKT^73_yr;sE&=ZU^2eEJsQ| z41Tj&6{vm&y&kx&Hn+x(F3Nh{H%I7zvhMcPF0F1uR~;?al6WGvfqA;03~PAESk+;g zp0y!L;mVK7s5^yOk--VuH2#oJDOqUN+%UVlBEO@@wC3uyrYpls3 zBOV~c->y8X2fx%`EYwa7)#LA|jY6O`I_kOI54S8XZo_G{9Su%B7NaapVHB9fMrK_sua?$ zKtJrl9%r(6t$HRc`jRwSw|s0AX+S%G{RaAMpMsfB?XhHoqWENi;oWBsqI{><_Jk>` z4Y>q?4ivck*x^CU>FeHJ6*H-mkb&`kOV2#=z$nDa82wR%d8)qa!UxyaN1gBugOw5E z&QV2%Djsk=&{WB^jiQH&`5G=k)+qW$ypPnmkh)DAxJKy`UL_Y>uknCNHc`PZZZ9A} z0yYLYH77Ci+e61n(R^ht`X1)G%MUS}<D8C$`Oy{Ae5UjCLvfud9ZqkAlk$=vymcbRtaRGt0K0;q6Hg-7Mboe^c z;vS@-r6L9R_@+rEE>q^9w{X*A!emfVgUu5g-3qpsM4fgmz0UFCrw{#{1I@DB5uS4t z{S>VZc6gU~=cL6#5__F>U?k}oF`E64KQiZWUDvj=i|@I^B1e4aI|ouSd#UZJ&znXu zkq(A{-RKezd8V62!yuN%`2;w7@MD+|@Ux_9RSX~SL+nFz66b~fZA25~b*yI_+{e72 zXx2@VY0wdNEUD6?LabGA$1hErLv34;J@aY-$LZ4*(?i$Et%Zx|HrMM9I?9HXGx1V4 z{NZ42cr}}==bj}zcS60;s@0h>@rUo_->j<*C4}&=)&!$al-GoN?M*IRQMx+nacgpV zgHebJ z8yx%e%scRzL1Pli{p2WYcSdIX_Z&W4rNq;CxQz8uP*Gy>QwMF;v>Daq?l&Zw_rPYY z$ns+8YN;0uM8mlC2=VB~nMunH#y)OmJjx9ke*30^6@KRR{*&N~7e3#c0Jm9)9}Cw?%x@?q(lmLX|M3w7*N?Uj{(DBva+U%gGR+hU2}$^pX5?{{NlR4|6p;nd-Ou% zwW&HLc@vj=EX)!2CFQu+>S3xkhZF_N#K6LLLqaT)LTEBjg&S$UYA#up3Lj;OfF^-+ zEfGY~c^~E+B#2HvlK4$?nfd2?SEv(`G*%}ZR^_}HuE{<{Qj@p`^dTBNfOf%-NS>q4 z$_zZKoVi?0q(2BcaC(jCIIJ^@I%48NJPq_^J)bti7O;X+uAVrQ$H)}T*wsL-n7w0o z>G{VzRhwmp0nEC28|n5fRnLEYcjUt8u7cO$=T9}u$=!s$+?Xr}Y~yU5G z^hPRXv^U-={}2|b4C$CYE*Lgw7%?Nolp5QHO5^GS;_^QH_7wUPbpQ~az|J!d7rJob zD)!6uLc*i;BrkdlFe#X2_vQV`m*F@>C`l>b6#T)y zf6y&J8RM?a9%kmN>}EU*wR$o~D||BByu-(1i~CFC@>^3T zI7fa$x!*_B+}7#OBPUT`x90kpZZ7U`;+2LMsJlbfxJrNz^;PbFF{_?!V-4)XujIe> z*L^$P>cyI%{Nfi4a8q)M`7@SuzE2+D62m703&0DSW3- zqTXLTBV^$**Y#YQb)u^`17$p{muD@)TeYsCI%RWrp=@7m(#Ei2j%C~BcI0|RAG-}b zP&y_a=}m$_G5-n|c{U+QN}{c;(gqI#4Sxmm7|=jNm3+}EKl6;TI30Lh#U7h&FkM@R z2v%`}uTu2&@{4rUzW<4Q{7F~Y3&e=MCeQ}|7N8wR*!xBS z*pz>mXa)*L)`Fh>opnI{wGu-Y;tE538OhhY(EZk4aHAwp%q`WWzLp_}|BZosGO43a9 zFK$bfKw3%X4pY^|MsL-I*BBr?CGYe@4=FBgoHFUW$-!E1{pM-ZpzJLPMDve6Rrps7!|pRU zxq%(MCBXB-BzaL9&M!reoEXhy#ci~@s&K$;)ARnt|i}tH7{6`m1bH-}* zbV?gn$4xo~zZI~vO0HQ~&9Rfmm9`Y=sVZK|KE55-%^dzOrtFSyNg1glDloga2XE%W zp+3(!FSJ|AJGaOqwxKapW_Ka2Gb5lo4K~K&L(@{xNlrtmyuh)i-hJ=?CP-?_5Wnj3 zE6^}69IG&uGgL0z8%G|yZgdM3e=0%Ngdi~XN-BnQ!9E)RVfQ`k(a>RIcnY^^5Gn;< zDBRzDsyZ^B40v-Y&X}|fQb6}gV_LsM2P;t8Q@cFGzMIKwbR!z_Oo?N%c+fS|3R&zw z&wdqYl$xBPOKkPWpw?KKaW;F;%bnvWN7J6dn~9boKcE6PBySX0_~&Sq#-s)U|J8BX z7oNifeV*=H636?_2bawLK0g}cB#6R`w5yK_Rs<5}pmP;E9TKd_1KjCNA)u)eYM1NC zz=aa$kCx0meM~dh`LStbSGmyWKj1k4SaJxu7B)TP%cX*04&s+D<80zBesUEOp*3PZ zzIX(&u@8!)WhUL`9`V)-1|~TSmjF@+ps{B~Pe#Ka&m-$aWh3{BkHo9rOa})+w*(za zJbSNZmwekD%!-Mfy**%Pc8@J=T6$-!Do=J;VX|w-!1j&xl`4_Uv=s;MRo#40`Oc#7<&n92ZS~6QHNUSh!fc`) z595|)18f0bR5(_dJzLCQeO2tL$Uv}opNWIhRuj{f#qF?)WO1(i;wKAK<>@w95q@qe z!J&KGMhhxbBa~rO0liIhE-}`mDM(@ z+k=4(Nb_r8PW>yTYCCBOioRw)&usJUKC#vv&qF7`*qINo?{I-r>Q!0J z=;W0J5xKq&E57BaN56kDmJdAIN-5hgjP5J}k3i;AO*P4#i?Id85{pkpofqV+HF9s`n;2|NP*SGhIXJ9+4_B`unNCLiq2LKlI{Bizr5~gCDvwKVlErG_1n8ggUyZfbC9#c7iYYmk_w6-uzpMAQ278hAWC zgH}s66$s&jD0A&{B)ippqf7ru^By#9t>ra3kcUDvs?1p<`&vSe#L>=|w!B+*rKt^H z8p;{GwE}o8w7l=Uzed-K|Ge||<>u$o=8X)UgFWq^PXu=VE>)Rl9E_zHe1%dQQ^$P+ zNPj1ysAXc&wW2LoOZuv-%D=r4@?&WbmMYE z%_hGO6kB%+JdpJ1; zfmXP>C4zHh{@#V=V*Zi`^qaAMF4Vp%%fMg*01 z5&3Xb=$?ZuGl$~*`-)$#1%oQ4#=G7krLpp0-sO1`isvQeRo#`h|3n*(5WY`U>)q9% zHtZAic~->*E2XkYxjMRfBHhI|z$(~bKf=*>2fUuqrc;jeU}TN;(t;==^Yn17!pQ8^?vZ$#%{8wBjmhmWMwm_w z9zm+ioFQ8`zJMpQl>RT~-ZL!8{*B|dX~Xm`bFWIvQq$a98h4tRlDQ`(Zc=kEl*-gx zkeZs44EG`j?vZ;-?!CaRC^%7p`?>zldjGt8UT_?|;Q+4jyUyQve!t((q(SL%rAuT? z!1n7&#~9e<@M-9b-+;KkfoQfzXVp5%A^`N2&t zQsx)3Yxvd4e@xG*bT{8${@-2|{f!gw>{=;NB!S#KIp^mw_m2~h!h*-xNQ<^{PDPf# zmb!d`YZJt|dcMOddX+8J6JzOEYyERP_*SiMy@qk0;8nrth6^4x>go6Q`taAc9GeFm zl7VH+Mnh!+?nVEN6&=np%lx}#Gi+_NE?i<&b0~#sX#_yPI(0Qtu1gtCyiPeD+glz3 zZA)=My593l3~p_T8^INwExA*kwCBptR>!Tz@TO2x)@zKC^2yZ5nY{$fAUmL$4>(W& z_1z`k*41(B?cE*RV2v+Z@@>X->H!TlR&SOKc1~Sz>7DTEEOvEF)L%PMQy6rK6!-gl z>s;u$kD!;W6vWp=;P~6U{TUZ@0j~SXPD{VvTMd!ldR;Q$D+L6Y$#14EhQ%Bfe&3TU z;cs{Q$F0%*2oOIc9e}uIsaVsvlU)Omp$xE{z{h=#>{Bh;YqtoY8x`XGOL?NEhq9Bi9-$fa|)#kT`sDu}OuxTvD0b(4GCFH{Sf zGuW43{7Z0ZpQ?9T$Ee)>3|@3tX5QK%M>LB2P06R5dDY#xTN~WQ8i6(#YAhZ1K&zdd~qR8$Cr9uT2&P+n;G4I%b z6UpVVf8@31pcv1wVgs4>4!N<^yT?`Z_txwe9vHsf0MMZ44u#05cD9gycY@jWo$&)3 zyD-P>sj*mewe;V(M|w}NDipxB@7oDsQG@YK{7<7ob=B&fnWo6Wrach)?NY5fQ|yLh zuhLGDei8RY_rJwK0_4=gs>-qJcQOpuWQqb1p+R=<Qzgs~(p&Yi?!EVT?59z8kK|JlCWitcYj^1%#m^u-)CX79D>9 zktK+G`+NV`>utHGpO`cb+7cX_WmIjHmGKn<5w~$ z^4SsXw~&wLNL$~JE8RDBo_OV@p2O*EZDmrR5k^IvJ}qJQnl>rF*n`>-pMu|}WX!)o z$|oo4wuWRN&Oxp{{F0c}|DMFh>XD1;sj8Qz=$*C>mG$-AMBG5KjRH|W`4t{EGK{s; zoXuxLG;_7J$WHh10C)+glagl>1Z#P?TMjWtoo)ql?BQGIr?~E@4@3FSvYLSUVN-zY z4EVMfPJ1&&*2}`^%pG(6cEj9X)8%Tl-yH-5^E#>1r}8u@dWly~6~!mSc`9+XbY4>} zwHo~XMfH0&AUh8WI24_wsCRs0Gxyts^%nr>L;C z!nr%-vCKsQ0Lp7vT06W`JdyR=QWF|`Y2%W-X6(}c8F|UUU#0WU(wJZa;h;3MG9_92 zq3Mtt)IZzsv=2imXbVBEL|$&`L2M>_ALBkX(hvS5cOoxN)!I^qvH}8k+1G)? zcr9RDKAUnw5*A^^v>VLU&S)f!*^^LwR{Nn%>`JNoqsvD>yg-?vWb9jdiky|C&iyyL z0}rx@cmG$b6*Q!Iy*MN*X#}|HK-aOK1L(Qo@P{y{Bd5|k{avhwe?J@nw3WY;aRt=9 z7L7Zh9IoCv+QqKi2%+zs(FspSu7ffrm$JJA#f3fnoN(5&6Qd zqT=TDM$Id-r2czDCU2o%?B6t7I3Fmj>te^Hq9EniR<}vSq0+dT6e}uwhI>CkcN?R2 zWn9r$(2Tz5A@gYFqlyoY;7K3gU;8kq#4O zGPTFM@uKH}0y-C82x*1ESdzH7ScM~%#ywxOEikET=K-Td#--)c%Tiyli_}a4On2;X zOEbbvjNCuxq23g}nK7CL?b`}af~ysRV}%TXl|=)XdE@Bmjpv8($rnR5!Yhqs8 zS=Ah)D2fdMjhO)_i8VK0Dn5wUSh_Mn(Znuw2&1-hpG5YP^%7lo?$y8jfWBjUpxz(A z{qj*x!)WHgKe=Ew&A-N4Ph1?i_VNy{W>;QgbQQ*xO-(1Ny|u4N_k43H)Ss~j5Em5V z)n+H72r;m(@Twyu;w8ZwGKu+L76!UiSLY?=%fk=0)f$GeJMlr?z)A&EXr^u9o$`o6Xh z)rUA@!vC`$BjWJoD(8aV&bIT_uVux}*E)g|N@^t{r9*ZP{%km5f2p>|G${m(?3UHU z4s^5bug~x1nX92vcc77LLQiaGntfJ3{l~OH+rZL?pz(8K(*6R#Ub2J&*busYVUt~pi>ySg} zK;RY2B6wHNgT0{p9eVEO(AFV-rbmH$T8AuA)9al|**&evJfR*VE?u1l<_I#X=i~1z zL7{I;jA!bO%kTQ4`w-z{F=_jBn6@0xrS);7Q)}z4EiHF>CsNteQ@Dhlta0xd8B546 zULIR6uQhN{9#FU_e2t1Qr(YqXqwP;6OgO6qZDm*rrIeX7v3<~=U0VM!nKy>eV;E8p z#}qV8I3Q*kR}5TdPxtixl>mJV6dYZ9>nul4-3a8dewz=ndzgHb6y7N7Y;JbG4qh$b z6GDfTmD7KDUyV^-4C&je&D&RR021-ZL7W!T-Jg5aD_#>>R%AMbULK&%`W>|hu@-X@ zbb%YIZR&IM&(wd+GmrE?w^nH+kbJ`$BN8Tt^&_G}j>lsc{uq$}mI=R{@Kr5n zN~IXRIeavv3gw=Q3XBuy8eYaPlP7(3+Nw1gKCS2Rua0)hoA#8%g5jM0ZIvrKYL zWKlnj;+uZ+`BlBfQ4Ol|J>QNvf5hjAnTnmEdr%7F(DRpu-@r}y~_(VdfS z4EUTho7d2FbT@a$9Xu~C{x$ZVOJ8A4*R{Lt%b zeSUXHsJA-S^$vq;64yD-Z&H`2pZn5!sD#dz)+aqTeI!>2I3G*GkO`TcS<`Rt&j7UQ z!W){U!Y{TsZo1llnT)c*6$|;Z+u|JvCu|h@T_u8Ty~G#9<&jCE57J>Qt=y}k%I_<+ zu%B9=CdgrqG8|4{!EM|GHu`fX%CAZGlR@j{NJSyHmt;1s`Oe%)0G)b?7^>5?{5ubm zFF&=J>mHMv zXrUe`YuGDj{y99zvm(zwI=QYRk*r28G;(-<1gw;gzQ)%Q`A^RnWu>~B`E}kr76P>o z6?9ALz~_BGrSzA5&Hf=x8b=2dOBA&3c;y1;Ef6_dP*ipX-xtKzU_bdYUZHKKC^y#{ z_r}Qsq_3Ca_G4FhXXkZdbLSpMyq$>G{3W;<*Jq78P61yEaya5|usAqp$UPi4V<+U2ia+30)espZR zdOy23$4v10{t}duQ}~uG$rtOIAltmu(KDSK4g|2WKH#>IhsG3nM!Tn^a`fkYH9VXB z!$mM%19t@z^tW}Hn-vSk7MBZA{)^;~$1+{^r{L zaMAB%c#>&pHOGl-<+&Y0;_V9Ndx`4;@^4w~l9VuNpy+vFx6s_%-l|*IhsO#lg5772 zOoSjkA43CZ?Gb9;t0!X~IX~pGYYMr(Vq!VW!2KKU?belzr+V)92>qM8*muV!GEt?G zZv{G)0e(rbNT5-YTTkmZ!(G?|eJhq_O(|&E-Xv0G+g18+{HAec-ExAFH za7T&4oaDOlrB&{N!!V8Z;(%M(-FfDwx9FPKE7suk!+v-Su*Z_7=Rullxygc2?p3cx zzG-0YDE70c$8XH{%C9f3)yQ8;r$+z#sKQG7eG?~q`P4Od$TN5l!m)fR0(|-s1KEEe z+W#1m#=};_Fj^H97-AX7b>m3KO#1I)-Dk$V7mG!naEn&GHyM4GcR%}Puw8Wf%VMoJ zf#q6yWfm{Aj=rvxbPB$ptw$;sO8#Q+?BU9WEhY~Wl|P;6O2Y&z-)w@wOB$u!neT^X%wL&Z`+r#Ji)xZq1vxw`a*V?H>Cb}#FbyOBhT9^1Gc|C=PKlSI zqzM(#Ixpe~YZi|!gk-%q;^hZc9iZEKjwz%PdlC9vFESy%*jb6*gF5Ntm9H?3k%UX^(jS4#QjxGp)>4hqzmwRA7Y6s|=ljn@3V!A559psOa zhqY&jhO`3bs$BYKGt4zxu;|5uqW^GZR7Psp#h~HV7vDunl_E>%=Jh| z8UtVQTT(s`b#CQ0&r`*T7sBS-5+!nP$^HJ^+;rt6Y7tGsEg&N9$XAUOVNzbPJzT!> z=j1x%W1}EF`{(YcDlXW%OCgK%8A~&q|32BUxD5VC1NKH+Uz^qQ`E)| zccnRxC~PugYlt#p^r<&T{HZEU1WnXx*HzStvDn%oSmX*d|Fa3vIfx9#PmB8Pc;fT7 z?=Am5l$wY-gd*4>&j`BaoTd~1G5zdl-9c0_I1cZkoBc?OOwaM}$MwlOiw%vRpl;Xd z#aR>z3L*=mp&vn4_DQ0Tkt-a=MmHWU`C>ymptECgiz)bx$SEDS7xSjh9w9GH$KN)N23%ae9yIj*8@&Xk!wp{IhE3OAsIdl=JUp^ zS<|lBQY})JNO!A?xeHC~>(|R>O^>4{9;{m$7b1e}gz3Kq>_FZfifkp~wHbDr7TR2w zdh<=*q%$Hcff46~@b^^w`PnX8;6H@QmL>pkJP}9`c;3e}aWgAEthmK~$?>fTMCQRM?xb&8aEA zv!}bA-`TDf<+{g9_QH^;;`R>SH z1w#o6Ra!Y>E_{jTSW}kx>@V(uSoGJ ziT|g2D_%s^qFku#Stb0ELfttO3kk?G~f+&82z z1h5Q0Jjl0sh)$DKIRtbQR2W5&|CsDYPMk4goW>Y`ZSSKoiLz9GD`lykBXqA!hl`Qh1)d7z0 zv6=^I7=+(~x7>Jgf`?gnFmC##bWZVkf4|7RV#xsH*8auu_gf;yDUKlyA6gwgO><-y z&@6G4Q7#o8uiD<0!wX5)dcy@xnB$d0dklOw3Q;)NzcraX2dHCp$;o`^RT!f}6_n(O`R??wi&s(OZ_k^o5 zcj(F`VoC8Uv8#IuflbjG(q`)^x_>RQjVdki%4%oU)OBHu-V*Pw`L^-FA4@;D-(wI> z=asuX)GZkw0k=(Q*hpni(e`} zZ2WV}>Zgl#e5E?QaL-zdpyCO>5b6tYVniLBM&w^^F7a|lliwhy_eMY*?|0OK7F3lM zDJ=KxM!cvd&KqLNGPn5sKYDkX(>iOa;syvW>|-#A_wKK?vP3K0Lg_;q7}qIY0bj0k z|6$w}{m~x`^eLL(fgGaPLWTG$0D`aMA$e+jPC9fs@qWimD^0B*e|%<&!Z%ZhU7p&y zbaPCT!-*jBMgzSA9`gLA$*2I4L|Uq^MsmkyB^qD)ijim|GYK9XL7EX%(Sb}dA0Tv& zf$KZYlVhD9Yja?vXd&<3#iF&@4Avg0!-$9w*@sQ-x>qz+;dQvTL6_D~#@8Vsi1&QO z&z`xkb^LP;s+;`EFG>x{9A5GA2)t; zSs5rT=gx7NR9)qNIb6QaWP8FSuG0#TWoQx>m9^yHVrZe6D(63HnUc4Ge)p#hEp_qH zMgb=>{95CwMrpP#4DnH8?1=<(Rn<_#tJcUz-+mUnf%k9K1srPF^XU46x&h+B1RC#-(pB8f%tJnu)Sv)w%tOxzL%`w@!bpSLi*~;$!XgE_;F?^JCEA zBqbg~4Zwqux-Eg9x7B?J4ZQ#@?IFGwP!G_=EC15GoeDJzg@aNoU8YvA9*?Jezhcz5TV)BTLSC{2DlAm> zANg&*A^b=)Q2(^_ACrTRKe0h|nY1rFR6nmtY1sZ+peQm({4xIxGu;UL{TKcYS|avK zR!f@cizlk=7ZyWStD96P1{W_Rv{q2BN#Wn2D&*3ulD9X{7vlF`;STAQdqAS`}?C_Z635?{JCW^#CvUfb_>r<;%U3VPKb{u64LgIH@{?48+DX3;ZP%JWAp zSh&H*T9BH}lJzXO(IOrtt<@9Um~f4we`f0+chZSb)HRzR z=im!cdBy3_IkOapNSB>Sz?tGH`XO*EY3}AtoTM4-#^krUs(S&vW2K{+4QtaD)j;*X za#)1s^9zN`|LlGQYW(*83!(ziTFgHto-$R=M#Q3k$%os2Ou#nd(R8JQFm(dKwn*E= zFNQ{JTV$&}@aIWgmGHeWlSX&;yM^zQMdI*pat)9M9=<}b%f16J2kigB%e$a^*k-+wYcBe#JG*n;{pRf2E!|NX*0f}4?L zlHzB6s5;h%*yx-U&F5I-y?NE6aIP_)xkcXjiD4T!;Se{EH`wx+B-X zh~7_N(P3vzR)2wardD8CPZNa za-&{5pH`QRlu?fDCaU=srC&9x{!I~@#%4L?yzx<`wbBl0uqz4q2Ii{eJ^g-BmqS99 zoDJ5JHYdV6n>giNAnm@sGP)8n;#=2&Y<=eQLIaIe^awRRp)j>8wFmog;KGflqcn<} zpx^U-JOD5?b*yZ>L-Cz*m@4hQW&fmum@#@F^^q2MEfM9$B5}4Q^HIG_Fh^^2pO{fj z{zEPcZ;(hkG}jtaXy99@k@QzSbcCzdel@S(qe)O+;Jly0s_xj=FN zF^YFJCvY#nKN7i)9;!#q4LckV0NJI#el*(F|3_DzNt%gfmkq9GiSFF;*mH9(SI4En zX`M~Y1oEKU<7NnrkcGVS{H1Vrb8eA8ZKLRRY0i$Tn4P6fO!dv}gBRx-ZeDrtNj_nJ z%DboEP2yWm0}r1Q$Eedh-@)enL}gKnY{>COJ-|~${VI@w+1TmHP-DlPLAG36y;pxtr@W}_0UvcT?{&bIP7c76bp)0G-KE-x!xxa0sur*=1C10L zNuy7yes#Bdfx|C~`sTf$YDlHLDd_651rNWAx)VnAbJcZ+^V`ilSW~L!spJ&x z*)S$;!&6Hbc~($ds<2yCc6+@?#w23d9gzf-<6hZ;6DG^I4%_vX(557uD> zv5+w}QrV#^Wr|#893`o^;0fZLjrZXq|%&z0?`inCW?<^v1`*B2z93MS5gOwPA+be@KjaqwxK*FC;v6^O&EmD zf_haiY^;a7n6$`eBMmQ*Zii#9ujt1phDO$>W0yx-Ouu$mrt9L_;iVwW9&}y_`rBjTWzqrQHU6x}|!Ypa@E&CI{wA)Zn`k^pyub|zPspQCzX<66hQn}2^M zpqCC8*~Z#3^g90{SQ#?CzhtIo&@wCw`RYLO)oo%IK)ff}$~2>DXfI$(Cg?spJDZ}A z64)=YTU#Ce3Irp8?YPXd2*hkvt9c*Jmy-3rXEt_DTk}!AB^z900J9jv;*rI~c!KGM_8ruZfFSYOFE%)J?E3;q#|Ab7 zs{H9QX9SBYrYbq(NC*F@v>P=GcFPVjTM&vkK_Dw^>xWB(Ypp^&94@eB3dFz#i>r;t zKdS{5z}3e%_jIcrErpWV9^Bf$Q$sPmph$Y)B-Nb3Y8ThiwDTaaj3$IVMk6?MHE$L8 zULfAf8dj6y>#N}r9;**uNFoX3!k<3P-N#Rk8ao6n01-|t+jU8K+u|rXK>Y!l$Womy3RVWK!Fu6@n7Zk=~`Eg=8<|qyQ{Xgl28{V^CW+7MvM%TYKm(&+Zia@%WP1&MF24dy-xj54X)z?bD}KcB}MYvr!% zxNxqkAXG2}@XhS+ca6S7=d%qckeC}iqQ`%X1OiO@AQg%v&04MW+;xwls`ppQ9}uJ% z4PFKqL~u^CdBp>*4A-u$U|G0-`15&~i&(eMtoD0}XCvsnlw&u7Lwj9}^GaZ#Q+gsa z*#Y0Lc&Y(J5+#n-oA{UL?YPS!hxvDdkMiY*;0jc}0=Q;1B=N<9XoUu&K=6(l2Jfz+spoaWvNLagYZLpDpxTq z<1Xq{Lws=MlHDuSef zfs|EdpE|>pM(cG6=>dB>r4){=N^?U_xco1{t5wj9i|VqFIDn+S6+)1jKobSVLl5x# zQBJaw=-{Z+x{2~;K_XC;%UUR4zGCk`*=Q&$U ztPquc2h1|3%ZRu4opyCQh|R!|L477Y#ls_`#pkT*$Q`9_2nX3G-mZ&-Bl{W&t;m+5 z=c3F_;5Wp~lZf1njX^iJIwX@Css(#5uTPQZ%$myh0E7wQG%fTsz|!YP_HJca;prNR z=Ukyw-jdfgYz$~!-qcb<1m4z^VcX-N$hHoo)z}yH69$GXXp5;5T)Famke@6YMY()> zpajoBYOGI8**2a>J^x}|ug$-Q?M~cf@e0|Ey9~SII+lzC&27p{X^CL#7kEfZnX5dh z#_IHYG%Xjj`X3Y4vMGjf*VNDCWyXMGXby79HkJbL` znpqPgVuj?k<=7eL*c@!Bbw5fhI@n!njm0$?=zvkql8Pl4A1MidovRo7T=oQ7bE|)i z5+^j=7}ZDllDSBwJ(`%(AL3Z$q1dY1=z2N6QD%Z(-W>2*rzXA!+PxN>u-o&Ic^~`p zKPD&0*AElapo%Ul^9^!>osd5}5RKro#Ne0@50?P5%Pbq{qaIr$vSEI(H}ylVU&ee* zILjP%G?zUO4vK!KQ7q;J%I=PkO7c2R1Yrp{EsP(8;PACi5HkG0L*y z?9bD?x%(8JMieMaBrpGnU=}E}uXB3$Kq@f7vcsXfxgy#rvLkO_Uh_1 zhyPKGl!)^1)#q>BYh(20qHF!W{Mj}y+4!=rN&0feR}O$*7^*TB4R zDT-Q8YKdV4L3qa=lq!T2-%Avoyd{6)3p^1l&|6by_DnoxRrdun19+EmA(M^vhvVBy z<&ntr`va%|I+vQHpoAn(UQqYAfsz#X%1j@L|5zXR2;I z?jVBg?+R#1pBn^I$Gbsf3#pqDh>LK=T-W36gQxADlTgv)@sXYem3=F7y>-m2-&dob z8&B4uyCs|dUI+-*NQn3S73ftmr(^eSC~tOsvH2JvH7~wQUVR{o$I88D2Ov-f1**Ez z2~8b!s_A_0r}ai|TLyKxt_i48`NL54duNg2Im5!oTB}Cyy^6nl5Vx6Plen^$%NcDa z9=ZO>CuYR7u&fy3l4SAg;1IJXQMrWt6hZ({be@*z_HX z*}~$wvJIHR#vkdU9n0Z}dRtE^rx1pJUf;F#|Cq*$ySEe+q>XHUce<(?TW0U^+>=dl z9e`<*9yP^0CEMq;d*1xmmA{4EmYe=0UomXaQ*(ysQH;v_IlZUrI3Q-}YBZ42O7xAC zoA|6%pmQgG;RPUceIsiu336oP&|{{(;&>roe7Bn}j;3#RY%M6M=znpjW{ z%L!`qa{bx_Q;*ax11hVy@XcyMJQen${o##!M>EXkaf(yS0rpPr-NLxnTtzFZ2gNZ8 zs~NDflfMy34Neo?D6I34M1Q(*`UkCj>^piw{k@Eb)MTf-Z7z39GXC9VQc0tn>`_g= zu9plY7|rx`GM(whHUM=sqD-<>BV3_|aA{@8MKVh(l*gxE=1eos8Y^t%&v1fvR&4iI zjBysf(?hcpi_^QCfE2q$%4y|QWF0d;9rKBSFh4%WxB~QX&To!20#LqEYT+Ukig>v*H)?5QwvTfkDox-^(R2}X^8X1fl~3@_uFz}%l)g`y0m-j8O6zuAOzXHRvi8H`6$L9Ub^^Idph^JiEZpvN*qz-l zxGl}UHdDs7!v@I>INfQ}P$WyW3x!G%qO6=d=H^r(8fKh!5Gmv{U!j+@AHANm{B^Ym zKFy+yxVMk4wfZiZTogXT8@Hm@xBp=>dR;5g95cB}&;ONVnw~P|Ceicqx7ZV&6W_wb z|ClNcQ+Z3LZ`P;WVU-3iSTg(lk{!s zlHb|m$zOq(>G}sIE4jyksC~=^8Oj(cUJATecxtS`Z9W+{Kj(T8#JegFngUri8k@F# z2-~UNX84ty!Av?i&hB&TCG45`r98cff|5`lWd+bS#Ono*8ZA`FDPw|)S z_8EYsR^n6Jy#@Itq{oZB^drGgBu=}R;NYI+^t&a=>dF}+e^#6=E?*B^rI#g|BY!Cg&)Gfy}b%dB;)A<57i#JT-tDt^; zbtu6G%Jx4%Z5yvZ)*1>Ck`7NPx%};Etby2OWazmCEE|lUt zL!yNS>R%DLz#GHaJkI+xy{7!J7!d6Kr2kr=VjGyFAL}epw49)=gb&CiTeQVG39(x% zyv;e8?|B;Zq>G_hiWPZ?NrUQL<`w{93|3Emd zlSl`bY-eFUA5~C`>OcqBl8dBGIjhr^2yEpN-Re0?>k;T>NQsB|%&v*;hhRR6Wy%ps z%3C!|Vy{#Y&2fehX7DHv%-OtopB$ro0b|w{#AjFv$UD zzj&P(FaJ9Jkk`v{g>0o__Hf$>W3OqD-t|H2pd=nl8OTez@{2OTxkiNtd$T^bJkk-* z$5cIMyR*+P@7l3#gYuMK@RlcbQxpxYe#+NON58x1ZgtL&s2}JxeMju042RauPZ{Md zVr|AxTd#KaTe#iSa`6%lKZ+R+`Gb`|b!lIcK91AAX9$3@Jh2w*>q0;NV`{kdPvKbZ z_x?hGHuJD!5G*!%<7h zMCO#SQp$y~bg8~M8=~6DID`_o;62_l&rV0f2AOwiTxqNZNvIzal?yqAE_w6q z?LGUf`f04jUdY_d^95XI*jVU(PExWMSGfF6DAjinWCu!TS_ zR^UTZ+>&wD8+vvr&yw8oH{Yx!ai*|1SN>%KzcPSp6CL08`VU{WCGn1V#3z1j@mA^D zI0*88BjfA;0c$)UYaK!sZx(uQNV&G;;1v}m_wMNC!TW%eJ`j9q}!8^`}4<5q1 zM5fdq!SEV)*0Mz;3isSrId=E6;IskXm#;ZA-0CyI{0v-Cs)?s8|NW^CflEF`>0+8s z2bUx42QF$nvEckP|ip$JTXofO2 zV!!H~QPhs>>_^!VlR-qeQD>6dCABjit?I`d^Vf_sf&5vAHuI366dpwvdme6i^G*}1 zr|flC@6Z=h`Y5btG zB|x}>_=&sXxJwxh6xG*p2zD#WSG_B*mLo)Ot=_9qmQ?JfiH_{wtE#t?wZteK?8!{@ zETQ!+-=`!^S{aRo&AWP9*gW#g)t_|wOHaMs|G=oVU3*H~EH%;7KQecopOP|C_JONp zXja!9(-w8L)YxYR^wB<@`K$ajbFk!qOel4xZFRRKT0_t+bIZ8@_ejF>-QAJ>AQj3R z(*?-9wseaoMgshsRyfCCb&OePM{ew`RDXM$FSPOf@MJtWctDW3Vvv{!tF(yG|GhY4 z3n-Qk&|?i>GM2E5bB&*o0tV*WaBGKjF#Bn>lTiCfMs$^imvhgbOrGF z_+_G%J(vluKjx)c+{-&tk+`MBXS&4J5>k{k{|F>CR12EMx59*CZjEH3T(>%fk+SP4 zEU)wqnVT%4|4pV^X6ud=$fydd!88^@@bbQ7fI#dT6J8iDMQ`PP=B++NrU z(A%9ag^NPx(tTF=AuuMD9c$xT!Inb7O)>B~vg%?V`liO638%>7!ytlA;<;^26^8c- z`{MKqFBeHZzd>l&ocyIsKW=WzAn{dC_;buwQs3UD>gm_%nh{>56UKQTEE65uD2Zs{ zSWqrrNOH~0TelJ2C zh;_xe^&RRx$QCp&cv`4J5B=--4K{4Q(xSnB=`5$xlhb6z9`tNeCjJWbX=k$_XX%h! zuOCT{u5iApDonoR*L@}?^^e%@ChEPTuQ==kY%%?JIg+b!oT*{-cI=axzKbJxm%>kw zOwfh@nA{+jY5FhT?^v###J_u~+fsTczpI=mJ2f_XTKKQmaIWLbHr)RzJyN&G_briw z>_!U5T070%tt#D9yc%cWV0nKVwu9$)HiujD)sAGv>_*04=H78FH9=`AQIN|oM;f`EYZULztk21Gg}L_|QT0s=}^=_T~g zi*%(!AfdO=YeEf>+{#4_v;2vU$E_4x#S~NT^ zmVv3x2Hc*e9PupGvmI?5PF@Q9_yXV%C^MN`FCw{YUENTw?<(7K;2#M>r6$G`=MPP` zy?HJGIx2lS8x54CE(bv)*s<&vl{pxj+|Z=Mg%R@nP#S1HC^_Sg?CE7SsI}%C#B}X1 zpW}fH1zYFEZq%aYxoH}=>bTxY>c#U;o&|II7lMx3k29msK!6a6eCK?TcE`^{dVjKG zF^jQZ7U}9*R3Q}|(EmxreCWSu;P!cL07sYy$Yu`ELbUQDC!%cl%lloc=^W}YfveB! zU-y)0p8$42$ZCz^MN8(_30j77d~)^>b+RA@wd3P&#J*}acv0xMlPT$@wH?k zCIocbj&9JTMn#+f*gT_~AU_F!y-7Md6y;w-&x8$Ty_YW^14$lKun)R4dk z$_-4qCmW>#66r1^?4DC^4?F^bA6_M158^nxIdsT{+xVF3o3`|GRm0S&XAY9or4Bl- z4bu{@vYU>b?;=GW7CJl{(#)ndWQqzs>R6Jt0{5I9fwSURN!BI=o+_1$l8uv8$D=By z?PLd_ zeO%%s(nc&cjJL3C_LW(^!@p>JSxXbhcj%FCwei)qTE&?;!7PU|YrYihwH3@ek$ZsmULe8aV_ zQT*Ca;HJt=@-vTcs`Q5gs_imm3_qf^Me?+%2c99EuFs#7GjrizIrWy+{P_F)!5`o% zM90?8Ql!<|BuBFgAsXajjMDwZJlumA%h(P8BnL{N$y)rIteZ!z<#W2cnB57Q=|Nr( zz;@^Y#23y-`uS#6T8sH-A}zA48Gg)neH-w??}K7coXtZ&nl2Ms`d-A!Gn&*Aoznr^ z$DXC|pR{cr(eEZS1-{lYiY(LVNtC>Oa>jUuL&24aKFwp=@Xob-<>Ey!NtmI#1~LWe zFjzN_PD$lSZC}L8+x%Gw1E2J4Sr~SlyB1_mX4)Td=)r7Z4!f-Y!GUuJ{VWE)JTtLS zyI-1r{DG98zk#e;i_B|Gl@6<(bm#yz^~;2u#zW$Hu2LF~h8TJ{2AmFFG`WYXHa5#i zkCXO}e-Jgh_UJnt3SJx^%in}0HDpdVL$U2E*O%*8b&7-`(Q% z)Xg*obUDp&dBNUV>P*J}2T=e2{l4h1I8Xjcf1TRS@-NMqIP|2CdKH+-KWrvB{7d5r zp(xtn7CbsyPakryQa*|R`OmL#dnsf_TB>0Xp@+KEdgj|)3fF9R)$t;x9REx6FHK@L zDIcK12?6BsGqa?{qg@aH(2+AhUEuRab^`y>j8>O1pt38z8LBfsVKP*w`F}qbQ_mcZ zfi3TY8>#B}qczOgY<6+}M#as_!HB^oyVgdC8U^3wfozj#eXR^$nrjq@R?>2>RZvNh z=~J}4Vzg;bexX=&=6A1Ex4Q6db%?{0qDUG#pdHK)`+XqhYV6+CEj!ap*n5H|Foc$P zr?Ht`ee=WOo;sVwxCRZX5eiY!3lI*(8qHr7UxhcH?wOUK|D}dB7G=1YYtxc-{a~?;$!lM ziCKLG9E3N$7?#I}$q#{BVhI-@NfQ}#h#C?0MVdvfw@8sNuclu8uDL7;38Ec%sDw3nTkR@p<*60m!ibVv|9%>?)Jo#b|BT8=Qzv#u z`G5$yT}|=z3?9X&>OP=}bxyZPowxN|uW}9$X72I|IS5 zp|U4u;V7xI)EP>HpO|<$<6Q@w{F*d{z1lu0d}OGgOd7CYk%xr}aw6K9q2zW6;o4Ej}zZZskvd z$ahw&oQ1bvLQgJG54gnesgzE_P{ejHm;VEd4rU<|J2l80&Nd9Q7`}0XZUN~8nw0$g zFHIG!<|iohjY^Mmq0aH=C~b_q^4F@{ZzX@1PIqy%Y*^E-a9{Qtj)bc1m0RfB-?S79 zDm!Hh?CMVq`}0}FDZV^=4Ck2V3jMWV(5_+|n&mZDu5>vkZAU}rFL=D89f2H#2APkU zUX(rYhXn4V?Emug5j|y9O|A#roc$1Ux}L!g#*^i;ykLK3=K8Frnpf4lcE?x2EM&6= zo+zbJEwrJQyi$<4Eu8@OHar_pZAnpbz>BtUu@-b~-E@K5ld0b!Eibpl;}308$<5^i zk*@;{F60faT_=&TOx+;boor%mivroVZvVA2MoQ+f<^jA?i>yoXE@jn4?_>PRvTKU~ZW(pM|n(6YayNt|HCVz9$C6lVtS^p?-q_B>}>v z@%W`GI&Y_+#)YJ+7YVoUr{Tr1s^)~qpku{<^?Py$TKw>8wU4MhKKkkEsre}IE zbC-cnx3-p+kC04yMCB;A^iAcWai)4hb@28#ToRkymM-jm0Pq4WGcsCv;;izSXJIBV zal_#6PYr#!J*$ZUsn8>7r2^4@-{E_FBm||fb>dp=Z)_Fs+QHAn>v8+8?|#mHmv9l^ znLabtjL4qe2(_AiYmUK4#efEm0MCy8{-2A>vxAa@t~bLtk#v;jsF$HkVP2YoH=P_a zE|~LVW>(K{GYRa*^`dM3rAasXdK&1kt}xOY`u#iYlelT+x*Td-oCkiiM#gz7JyPa1 zP(sql8+b|b`Ufikc$P}iOYayX&Vs>7*o*>5Rq!-Ufb23Esv2ocE2&aNvc&ttofp%B zCLpWs_igs06^OQ|dS`W5y|TUy-Kp^cC=S;a{Ak}P5tea!P2g>QMOmR#F*HgZOEyL_fe?DSaB-jHqxkhCY>*4IGigJ%Y zB_duvIW@Id$p-D#XkwUG@b{KaCkcmMk8s5g$AU9T;1tUHNEJtJ#3SpcYE&$u*wk1m z*LSt9-f+6VKW>|C$UWVe3E2(?d0^4)$SSR>x7kUwk`jX-qUY*!bX+F_MA+_pQhS4i-5cQ>o81U`XJY>%%-pt&dt!DdUKofeZHKVi)m zXy2772is|U-#h_OL(^Lch3M|<fKemr{)n;rz zRm1f=_Uz?sBQs03=9ad)CtzwYB7kEi2!Ot9Sa{TYDSvcRHfg4UeDe4;;vHnGYek zsjQ`O_q!<3aZ>Ukf{Kn`GX0gif+9Zov^iggPdITS8-&(cV~~uy=mGcnjs~^e=B8B* zt|*t*&qKI;ybY=MaWRh>dfm?+YG#_P{h`qvy9i$l;`e$1S(`_;@T< zvdwE3P?on`Zft-S@@TPVYOz&SaV=-Q(?#IV4UlcZ(t9lakwCu*A{s$cQr^4{LTEBR z*Zv)Dj8;3yx)7EDjDf|(C*K98BJMs=aC zo?`YEO47J?9L1M_eVxh*5-R?O-YQ&mAas9MxovAc^;ArQ=#;xy=w~rEV;xu|PeW1n z;{j3fq+ySL&3Di*tqD&|%;z(&>R*&5Y$EP+ZGLV2RPry)#rdCO%Qf|;Gk^bb$q4CT zx+JFa9!%d`Yjq%*C;NLHeZuUhxn|P6N4fN7*-< zZ`4`xiB~M#0{_kT(s%oI0?R3z`+c~l#c%soRu*Lu^Q(C%xh<|JGh#zaq%n+b^1w#` zrA*IMYT6MHAv{SdceJB>vCnAIJv$75U$=_wG;Yp4@4mqOgqbnK=?gJk^y)g8BaJEN zS%K1CgN4IemFlgar%L^-tLqH;OnBDb-XD+nGIFS<^*>yL-+{jFzw{Z4x2;ZhgB#?26ptdEXDJ z8{oq=R_x3Xy-%3_l!>AsjQv|U#TEyM0k}Ow*6=-b7o5gzj`9Lhb~2XYuTS@&n`4~w z4SQoo@GO~Psq-qYlH0m9Jy0+U(&(J#l*O)6bhHDZ5N=3#ccSHhwsuR$gL1u6GC3N< z4I3VCYT~5R3);S&vt&jDz)Dn!#lnqsrzy%pulfwMQrya?n*M1r|57|-rM1#M0D|-Q zAEFe+*z6{DY)&KVFCZ>^>C>HE3P@3#2VD8nIy0{(1$PwcqCGz?D~`qKLC2)Zrnfq+ zo`E;4Oq1r?;^HGKD9{xVv88DHp0xURnseOhJ_^pCcYNd|5<~;jxgysn%d$)bqlFF1 z&?OHt6SRkQO6X~>)yCP=FZdyKiRanVzUuFg^uhddq&a^dWxY*k-^RBdFJV;uw=*1H z$+}R%^z+Ext_WH%N|#{XVFmOhpVM^E=v3FTC*s|qzHB}e$pI)w`sS>j;DjcvfA&muFNB-)xnQ?nS(b6B7;2>^N;LtSE@vJ`KrUU_#GqV z#v1?h(9lR|N#iuK1RG~IJ4RQ`gQ`ALvQ=b(VEfkVXzoB_QeKR<)f0co{@~5Hp2ThX zU?Wm-mqJP>l4Wj-BdIgReClJKC3kFqax2}D$8^eZQsVJP5{h5OsFut(B~;DwoO9*t zp{wWK^i)%0$C>8$d&G3y=*zb=6^*l5cQT#q=F0e0*r;Nyr<^=&Bel%E|7}bqkz$Wz zQ0Aj0$%8YV2d16CZYH;%y|MzNsooVJADC~$tTtEW4BTDW?uBgn7rcz)T12)t?0pCZ z{THjTlo#q89o}fkxt=9YVX2LFZ%?<$`PGn>1FDJ(%O>o#H;azS9iJMO_;V{2puAblcl}vv`dfj% z1KAA&CmV^Y4l@(iP27Dz)d|JzfcsPN{b`&1p4NYUCGWt(ZFabuH@|8dK1fy%la+j{ zaE^t|o=jVV+nX*J*g>SHca;PjOSUMs-s_W^1AN}bQ>bUf3|MLX$_IY{(G}w~3CduE zW$FIYJ0HZ>Q&@l&(SqF#$aC1+)b(u0`rL}RKi(Pg>c#u|4eN)o9dMl`&^E~m){oKp zl3k|K8Wwi|^GoHdq|IfMLh&&u{!v{Htq0HS({{y9sXiT3q$!q!=R3&J z2TtA3PrZ&x`=x)SPwv}jM(T|Lirt@MRfrs^QE{i;<)b2wmeLXH%4yM&Xx5&K8+LyQ z0>|=1fi8L#ZorMwDJ{SMXW}5OsIn@+>DeXQ0^KksqRT2E1`Y|xuMs~_^L|NNqaGkv z%G;r;$2ISp-#J!j1o;O84AX&D;4OyABStOb(Eie)aAYAW|T?o$@WI_>( z^DKfu;{>FJIDd)D$$+kkf3Jr2AsC<{g{sjW0(+7RH|HVk(ZEdUsCZ08Hnu%}Rz-MN(~HGWUXKKdlhnrqUUD zz0?r%V+NLuKj1HLN^<{9&%bcMuOzO~1l~9#3!w?~JL1ZvT`g5+J)GI#O!WW<9`UY6 zcHklA0rP9x$lF5SvvmB8k4q}iDTB4+?!xXSAGkk9Q!Y@^hxveTQqVj`1=MrHb1Qxm z`{~E0RgcH`VNf7>>}=#l-1Xg<@75KxXSfXW`?(_D4GXY6JG)W9RYOQfVq%AvKXOSR zf-mt!OO)fE*LOOD5SYX)Ps^+e!89bkMe{gmdh<33TU(bid=7TVyS1tIQ-O+wK>9y= z*H&8}f*pr$xVZG_;RRu0&8>Rzj2u{;Ae^DpvN2y19V5p@gcS&)*azsCR z+CqzYcRVJPVZ#QM$>qxz{^)K*>8|7et3hD|RJB?1_m{iPJ;US?cV_Hp|1FUfH)Q zXp@cE1IYwKvONRu@v=2+uOH$x{?mdeDvgc@CKs^}TR znY{8=O?VvF(fHc7#foYgwgd_v*198`+;X&@U|Ztp2!Nb+m1r&c3HuZC(dw^;IUC(r zC4sK2>pK>*yGft%`OFLREWvbYkG}TM71CDXCO9Y`U&`#X>RavaeQGe$;)F%>G^@Ys z(+D_vR2s3?(}j$XSof-qFY9Z(?@QUlqn!F5$iBQ8Fr~0eB;m%8TunUg!fU5qfZw0c zDmPS@+T9%FV^}FG+*}i~VV8XU_R_8?I8f>{d}8*WLC7ztZ`I!RjeU6l~dve)u0n zV4-h)s!LL1Rz^I<6Qt1#t^>*SZ{`Ck((erW4j`o2p$>xaP5L8ZAA=uDu2<|(*Duvd zcT*>Qhe>_M)}$z@Y4@MCqbvJqO2Uz{uR#Xto=7^lD`2Eta)&=TZ$*wvz$D0 z+K(C%t+Hmm)p+cnQ*?Q_ZcC${&_vYm`O{yKGF%93w$eC_p*qw5{g|5)io3ivS{_wY zB`m2|G<<*MqZBs#n-7z2E~FRkRQvt4ad=GV#dUSA(b#fdM2FX=h(kMTDtFK9xrtD3 zJkaDyEUjHIO{y)scEuW0>tM||vuC?%PyLfPfOcpv~k80#!-~xaVI$_>C%qP+Azidy}e>WuA3Q%YY-}hT(s2a ztGCiWNzGAUZZ1EyH>`iFUsx(Q;}C9T9Gx{2V`Ez_A)-;K5&Wzd05{~df zZ$o?E+JlxCA=Nm{d?gYHj`>MKZa1tPHEeR!&c)<$Ci87KOYY%P31ak9h*k@}ynbAt;c8=M?$UHv{YdK2yCPuf z(4zQ{IC*Q~9KtpLJbp}emXz$ig!YY}k*0s-HTg~*QqS+05&6^|lw$f0pJD(al7E9w z1JS)qtS=7zTuY=qp(hS=YTiGL)qG&DEA<^XJ~$Rt`n;llNm=_s_=^Rbn-ZFNHP-W>u4eFI0NMT$J9qc<&m8S8ioAHR7s@PndxH}8)0k>7i?{*Ks% z4ar1m_jbjgeRbyPUs6= z`$AT<{a*UDmHlV}6NLa&wVJ*>fjxWF=Q9oe2jB%*s5eJ?7Urn%0o3mJ z`H%o(vNQ@@w|e(Q0ywPx4L;6_jeX|uZXLUP5n+>R9pF`#+_(Ql6BJ`(l%O4z(CbCE z6{iSIgQkCK^bDIYWgd4yYbGe7dk zp+47F{PbVl(iGu}c1In=eIx%4bZQh4=wb;R8er!Mj zt$XEcIkP$!88GDGo|N&qInFg!J@avIZ|^K!=C4dhK4ERHDN&86eiAWrmH&Pq+t4g{ z4ci!Z6aKtvT(w6=#A)Mzf>r6x>w3h^wty5jKb*fc<60y!_Zm6lHZ*uNb8}_z9fK7u zFi}E1)pW@7kDWKNao?XmFM$qH`TRrBd$-sytF`F+cW6HZrB;;8Q9b}7Kc`cZxJ7|x zujAwM@YO*E`H~{-DMqtw^v9ZzC}($C=7kQoaFK38Zq5CA=ols+ zKSYQ`od=Vpsq>W7JPvP>3_9;dy3mB|6$jEkdWhl|g#Ng{K+1x;Hh{wXctwoD!ahuzy#-dljXu zk8eihCO*fMsRojJK-eaoB}go&yJ0LvSU)AEKx-3dR_nGB*sb%$B8|*W0lf@E|0$J! z#X?07RUDirvK9&JUUzTx8#L34)O*5yxMi6dp2pnHoogK(%|&HSER7FF?I%RivMrxs zwUxW0SijX?5}TtNIMK`#THJ?YbJ@-n8cHepLk=k>Rvkp??|GPSH2q9m3z`0o%}B@oYSSMEjC@U~6bTm<;InWY5nbQ;XCWr|m|vYlFMup(s}hCcTUKs$Y-`SG?BS*;As z%Ji-KDwP(la4XOx5rST~d_B|sgfsT-f3&Bfb{l~?z@>H&hZ3w>`+lxxojlTJVDfOM zr5WP21=r28vuZNpeA}9YpaqKOYn45n0}mFFE9m!jS+gG0W`B;- z5r}8Z*j!`_~|RKr_MPh z$Ox{hJ>ve9H}V9e3g;m;GejS*Z|^x@D^wLn$DJ*1(gy(ylo<0lnx?0mQss|Mvu81L zEtk;^3B8Ms;To~e2Ti{&6qe=KcjXF%=N07L++FAJJb34 z?M2Cg;o2JC4dj8!CP8fH=dU#NbJO3o@&0$ih2B$20l}0qXbJhzToZ%0{+<(WGpO0e z#zj0DfN#FQcHDmUdkrPK!wyOFdntE5KCLenjec=<`Fpoc>NT*2;Jqq|@ZQYHy&W^u z&&wn>$da_(-F?IeI$$VQLDvrRJS3<7yS?dJV(4LMs-;y+$)IKEddwE*^XZlS{)me- zhtmA<9l5i`cFcXCWUigRXXbpK#5~1k`%+M+`Z})=zEWm=OtXtCsPd!}Vf29bCme4! zq12ZFCiUADwEXa8-t4%hmmZLyB#hy-91ZR>LzH=)U-X9_$56gxk4Rq*^Lg}T&SJhh zyT7u|K9k`j@E^tZLi>_hzhlP8b^Axw=Lp)ZbcSSI1arbgcrHOlH6 zFE7#1Tz>CDj>vO;X-=(38ZQ-kjs2xG{<@-l-S=*yw2lPprOx@QWQ1$+Lswqo%B8#i zS;Q!-Bf1v%SU0lnC_SuAMfCfboiMIg>S=>KCnCv9nOiPO|241c$O&iTcyEM@`^y-K z_lh?!!-sAyED9nm&UN%nys&NO=KUGpHyYAwQ#1M`-D9QY_+u?@wil}f-ScnnyaFrQ zX%xuy;pm*KQEWN532ZxdFnrYH-K@dSHBzvz%42cbr-E;7Z;}@Iw(n~z8;>1x3jIqn zOJkj%k9y%W->6g^j9yV;r2LdB^jVkUwp!v8v0A!C+?9*PuOpjx>=K#hmhp)_f$J-t z=%Ejt_Rbpa8R~`g*`#E=dV?jO?_IrJKnoOa*GCw_=LCLrg%!w5D)7$&Z#n`~%DZj* z#!Tf+7x$dX#K4M;be^OQdt!{D{+>J{Ew)@`fiNGVThqoLx!LoXmX`t@R#IMC6f7Ic z>TbDDf)E>!3rH_0+sX{D*6$pZ<1b=7E?WDt2WJ zH0R|EH}bb-$LnFu*aU-jSsv9QyXeBCo6Nu%W6sE|sg|3e&{fF}Jbx(*3nT-_jgZy&X z?EFbn?2`2F1o6% zB0OZ0dcK8KF^@SHm2ZTenPVKiHz=mY`9u-&Jo3ARpb)*Tk#%se^JY80!i)RgN*BO_ z%Wx=ueOn~QmEXjaU0%9<16hqt!Vg6}_WvNCJjbfGrqOfd8qFy{zKDT$5VMXywU7!6 zY%E+Qs;%DKjjG#{k;hLp6fT}3&LZsinCT2w<41#sThUCZ=~b=`O7mhu{F{@%_u`0U znJdkS26axt`!>(tdi{0Sd{klmw*=C|q{G+vcMt=eb!-w=jv@_l=b9wrC3ea}&p zzgLG$CM!l&qnM*$rNPrq@?0kvXV!A{158Xk{=t|y`Wq-2L~TU}mA}KmO@GH#!t2YvGSvUUs`^5=mNc{vRHc!_;o|QA=gQz!@$XuA_BU2Fmq

u*?SOJx6+ys>6!4t^d@%<;=CP07F5$W}ai^BZJVKp?5DYC_ojt-?GP#H0eJD2~yKWn8U(ArO zj-S$DSuX>Kv}Z!x`?QOOz1oFto#%=0SITIe1(~NMENqT_^_1|9oF1ZHI2w)oaO~38 z&@`iUvXPqY84%kVrm5T=L~RzV_>#CqGRMl>^jqGavpy^sI?8AMmqtFX_WDubL#Vja z`_as=*b9YBTCND0EFUiHzSfNquIz04uM{X&>GC;bE0a4?5n&`f_A4%gSJ9~l*NV5( zKr*zaS(s(hMPke^Ztid%4-$3`T?7&~r!>0Zf2!hM%?hcWA2$*P()9(Vn?^Y=IK+8z zkjTRf+*@(y5;1#)HvMOkfU#rElqP$e20GbUsH1P67p#X~QjsRbmB6309-tNfKCmHI zgnq)TEBI|$Ak=9brW#!B3o#^v^t2l|&4sQ5;J6u9rK zOqGHSt%BH(<*60=^`~X(!LeH)!c!Nk836euQIhTEU8_%##1T7B{5ZnU< zPejwxTK;=~V1Tr49&XYgX?wvubQ5l@9w^YQKM7s}{eHwry2vjaPoh?*SzVUrsmy1(gyfwZ z0$DK$=^q-WO%kJC-^&*cW+6zoLFN!OE^WsXy1p+rUOnD7OpXVHsXx0yQ2b-YBfG&) z7^}x)n?e)H39M-P=fcVPzmnd+QoWs}&h-0H$@hGdc*_C#PS59SBPOXd#rziJq8!2+ z+WUBp2D>*FprDfbU^fkxzIOO)Z_)1)0KQ{g0xJDuoL4B94<*pI~24zr(*+&Q! zw-V5lczfxjv1dLEcf<}$iqmdi>&@zk>@^gWkgqQhpDOBeNIdYeT-O@@rY|1YwcfjVEN8}wc%PxO*r5jbzEOEbKOY(ROD@7(1C$+3ljzEvt7S&Iv!9` z-Yg{hPwA^_PSY4HvW;7DQ%a%ywT#f?3f(gLWa zid_S;egD#^R7dm+b8!q;Dwa3;xhr2bdQR|)1f5m#8-Va0VYrz7$B09ywR0JV2GHVaJEICZ`m)w3wT#`ocEOP zKmz@PyOiVKSBzAZBufZ9RW_ zv>uVsyb7e84QuZ!M;sdw9+F^$_R;QV7JH(f>*^r8iO~#w%o`jZ4g1(NO})P`JM!_y z1r83EEMi1Hv^NJ<$O{k)-S_;o?|^-)tTTP@6&0$y4u$}?(X935L<24lbgOK_2=jO1cPre&=z(dJhf-Z}&1&ILQ zDBSO@p~-2yUHu|7*NZ!Pd8)UA0;lhX0R}0LXwE}z*ZhAoBh9h&pq( z=l@Z-|BuSuKXhEDn5JVl)ZArDt2m^8Q$du{1M_N#h>!&}9ym4AK@E<~VBA*a|0&$F zHPdUu2dU}CO90Us%uvqRHS&kEK}+<4w?)W+gb(h<^CW$Q5al`%LvzI=`6=+6?SqQQ^jvVxqJ@@e6Z zYG?A6MxV}~jg!KH&wmE3SrQ}tj=h3#u!W%rj+AKhCvS>q`<7u#9W4H-2V?vUV10SW zcPtL%vLwPE}BcrJf z*`SC+NAzuA%#+K84mG`9+c`IfJ_jo!+h|*^!>vX|TNm$ypSJ~K=Vu0Bl3K7jZ+gz# zkAoJRT7{5rAS8jcIPfbZr)b(zl(=X9j5v!Gs$2x>uN+6HJr_u&M!jqeb3Rutot>Wp zq@+~~5fNY)NQC(uE72^=qtLaM`1R%H^=Gpg41{u}4-Y$m$q39z^!d1ciq~mM)o_&T zEJY}HM9S>4e_1vd);hspMTt=n&~kW}VCV09I(gXqM66E&>76;K7`e}>D-PT0i{Yca2Da4d^wD>k_hDOBj<_5Uue%fYe8Hef2_(0UV?#${&VVS(NAMnsl^7DUB& zKUB14NHvdarrvH{*&yN`Xh-=Krw{ePX>&v%MUavNc4(EZ)?xhGEJTKFpi)!kgcZjV|c5~rkPyyly&{*J7RPcaz=K~ zyDaEiL#Rm;KwVjfQ$k4o)5v^9egoT7rQQk?>NJp1?GZKhJMjVnp_mW6Vip}{2Oj|m zip|4Xf(uI!iYGr!$=YC%bO*HjLc{`cW12{6S z<{KF#eD!uAZ~cLULvHaC=Ckr=YIoU=b~pnm^d>~7!UwelO}XT*Xn0mv587*LHcDi) zfko?9k|SR@w@Sa`FFT&YYh?Ps5!5xE$^60% z$MHnH6w|_2CT6wMr{|bA?#Xiy(HDY;#+0cHe6Rc8lP>cF2H6!*&?T-DlxU4}g+_6{ zs7q@6j00ufD)V~SlL?2|YyXt*h^0=d4jhOXc>O`KtxDXhhJ8ERhq8B`JjBJQ|IBl5 z3(ibm{jk=*oH4m6_@&M$bFDU4nV)xoAsF4q=j3X=c`#Yqi}&)3Xe&PEkxUj^asCXU zP4_u25iZ7468}i^zu~Ss|D7Nt`*u}P$m6pcrUd3TaNt}PIFq*2)lqJ-y<|H>-;Y!g z8WL{N$$Gr(8CM1b;Z$cg&cDs>TX-2tGBy{Ow)Vn6x~Iakx!f=T_D_royS%TLbiEwb zY|`TG4uV$FY;)i_FK?I$bYxw63hamNgo%!bM9%!g zrr5w#OkKml{b|ZP_UF_Y&waO8qxyyU8uJhUfDS|Y6qLBw4fquYn)hNAqF*pogTz4I zxN%5rZ1GC);Mt*&K#Iuf#68}H4+x=!)|;gjuX1vaI*O6kYZlLNjUgpTiZ4!Y97vos zJ6@hXQvT3qg298EELr*TFjiQVhoknJ2Vx@(%q!y1)X@UYpYD_547f-P2GnWQ6vd57 zo$2jyu|S=Olfz&NW3}}w!bD%?WXzIiyemWB@#o(6G$ztN?TL|W$+~c zE>+qXDi>0%ca_u}w3MOyrsP59*{<5hD$Hc7G-%G-0ZU@6n~yhJB^)R{goDC)YliB#IzRj zG(8e0{+T)CH1x);Alw2gnT2&hxpw>X+}c03Pe1O@=usF)M&*UDr@S-0${|aw$b48` z+21{qyzFA9D{BbZk_)=}`~l{^`x?6s)kJ5(S>vC45%0#VcsRQ}Q2CmIopTPV)0kdP zKuxC*@0m}HX19*`jvdB=af=jY^3V~sI6bpf?BYRL*phxY1MX0H=G_THo>ZTwNIkdT zL$LN5+;6e0dRlz?BqG;mjxnmgqV|xRaLTomeF7`3PZKYqm_shKZ8l50|_%;(=$rU*V07ozl zlya+U{AC_5q^&5c=f7jRyezZ5ocT78Bl%H(yhL2q^$;p<(ZKeHZqEnni>1(sTtjJZ zS8i>I!I7Hv$?T~KwRPy2$_4)+1I%(r>iQ|z^)K(cCuO3o@neEJ0-nF|k%z5eQ$i<=&Th(nw8!?mRfq384Lz)6umW5g3Jtg$u3IJkTQGom>Fp-{ z zkPysq`LR;u`t0qX+o93ETV~Y*8bMbmeU%5Jbqow-jf9y`dnp5UG@d6B*hUdq^V+d& z`WssUHGx5|em(Iy^N7Z(7JKr{AE#uEqIZ0@bZTs?9`1#9d72Ry+{s1bzubk9bbs5J z{E~5B8sU{1h=5{7x5s%4qhf0|>R)KGav_y}QV0Y3yxgy#@s~OSd_hUFJNtG&XZLs3 zFTa{>nG9|+&25bxIj)LJ`*rdlKj~g+fY^@uLKx9Kf)7SnieBSMA~sV~9()ht7vW*o zyBOrhe1hzh2iNc>h}3CZGXLlwxA;a9qNoH32BU5jhWwrEP_Y_5d# zG<`MQVWgttey&4dcVtGQcYiA*RFZxckcGzK$^}}Ug=zvBe5|gt{U}nb&=i%E+O5J% zJn1-x1rF|ay>2iXne5wdnH$JVKO#eqXCkhL{a&!Ys%5!*UfX&!L9#KEut<$XM!fdt z-*9Hh8J<()?p0XxojG-=Q5HmQ*E3&qJwW^doh}N&`wqc)DO7lRY11~@^>N(!fNk? z+>7gz#`;_LuyVL#E9>uQDExF6w-7>j1kXJqe#_xv%eUb=52P|{oV3Rg`~23_R_%2Us=S3GRy=!9Rco7b2?P z>R>T7|K10A4TQD^Ps5DkrRyk544%0CQo1_pl!xt5<8?^fJVAf{BN#n)2O^RVSPpY7 zl#h9jGgilJ-9z92Z9J|6#D!b{C@<__hekje&!x5GaZ@ev7$wL45AT|U`nc!TX!H5v z$qsEH>6MA)g8&Ep^L2(?1S_HVxB`v6Ymt`(5x8t|2q@#7Yu5L-99{LNM%*QKtC0l# z0kLpojgp3GB@Pd@{JJxv*{iRI0CODgT<-=5Ydgt0L7$d+3MPjt$_kJ!3=?-28Fmn^ z(#y%WNXSmfe>Af5AI40^`5ErFlCR!@(82wHCE`JTO^MrG8zU=>lFB;XuIj6F=~O=4 zCHk-(l_~fK!NFe2!eWg7wdRdIYJfIArR%^pShE(+ zspI%Cbxy-<=tf>mlPpo+fNg2 z5lbr;CBJ2q!P?GS{}*BJ8Prr8zWbu6C{h$fq^p2Pm);W<0Rbt35PDRQ76B3Ifrtu7 zjevksMS2O55<-vEAieh*dQYfc(wG>{g`n|@yR3`BdM%Mw-^ z0eKOOaSU1Puk)I(S2T?dHl;ik=>B|?6}a?r{UW+YYLc7AJTfHrt!9MAvO#Z*X^f|E z7{#;Qqiw!R$7%hQKZ%!!Ng}K!458CvE~?tNqnpX533>my z<6py>MJK%W{?W-Er;-bZcCFBJa1(_{LN|kPpO+E~6UW<%*I`dT`XfE8cPHIxm{V!0 zDcOp+b67~MNal}GQ_XYfs}jAje9Jz#{#i{C>$3>z)+rh{H>27u;^u|^bn<&hqS_-1 z`j^s3>-z8HlygijjQj=#uqT-2o_51){?p~e_zh#Vw7bMghzxk}RjNYtOH7qBDk)ng zs&H@YfW3gkKbIHYz(h`W#+Yu3=4s+4VzO0-Toh_1Ps~Empk~k=3`O&3#&(wT3OP;ZYW!ui3;7+QmF3 za-}J;GwC3SMHj13cXV#4{ZHQO|I>&4|MmI}98eqLf-@0gj{w<5OCsnP(Rc;1#DQZ% zYy&;rJlF)4nG8HiLiE58_wNuKEz0r~V4Qxu^^dMYDhMECOhNw98H{3jzmWAs+=66i zz)^PJBd-6W+syF=N?F~3I#7M{;s0bMuke-y0J8aKBkukDe}6>EbrxH?0vPEiR)-f( z(Q^Mub}YAuGg)%p@s{mNdOQqFEh`7;e7T(ofLP&^bmKR^@PQ@4G+K-5B~Q*P*(f*6 zzY(L2>;y{=eiZo%*BzCM{JtFayw>9O+jV%;TWt-Seb4+R(QDD0t{qcv5E^SzRN?zp zfid&X?C86`dIHxL?ag%~$vyKy5o=cqe1N}h_}Bz!Q5*pmUFqDwQ;sF#qL<@3`~;g^ zjGtHt3KIF%)y4J${@}POpxn+R8|Rvk`XRQcBK$4i$yL}d->MO4P0-Fk^&UAQ;niuH z{?)Zd*2sEe!OXDzVs3rs*Zg9xy#)lc&~Eawb1JnhPA}eI_Sp1#P5Z%70o&ZQqtb&c zSf;B~p;^u+9bM zK#TR9wl;u-w~4QJL$WUlm_n1>=-R~Mh8$s?2@&@#vR#X|4cXBIeUmP4Ask~^quDFM zuHG6$Cu`?Tycy5}GW(YGx~sRW0AyY*`>PU*)EIb$F(|CI+nM?86|E7F%AWw3pD`sa z=2NvX%S*_d7qWi?-j=q>biK_QoT<4t*icN$5epb#V^(o}x6^?v?UY^>b-zYsBkn|1 zD9fE%_HKRc%CQ%UNb0ps=v%9Nwq^$7^6CK^HoikM4$ea;iJ$NhF>cYg3Y*y7wtC?I z=1Ar!s)%;~IqO`e+Zv9o|H_n3?)K}A0MP57W-ix>Pe?_{Z`^RNy-vj6Va0QzYZU?O zZa?lqRgQtw`*(%qHin^K2Y#}EJh~AY<86DFbhkQ}T%b0G0Z zBe5==yVO|u!WYtVP9U(P=(w6RCwX!viUoYzdts7Vn5oOn~*Rrms{hf-L0Tm=RGVm_dxf|C~`$%Fy+EL(fOyU_@Mnh|8|_ zl6-ZbCR*IMCpoyq^i$=k`eiy+@a1jFTt zM~BHn#c(mZ3n@96Iuma53wJ(hRNa3z_JT$1K&&aF40Qx-|JAI>;6@+%=d^CNj?j%a zGB)khU9IbUbiJ4$ZQ3xDl^QtDA90d4imXuA0N6#B#)rB&ce9@jb|Py2Fuh~;z3#LC zsufKzG1BcUXEfzmZ@~XZmevdi+l-`KAU7XY4q3XYbLbIIYqv5?s!f(wYJRSF@2|xs zAKt#CzuW5K&Bq(@=ss+NbuyB6DMfKJg?QN8lI&frfO#>9s-Nh*s1^R5?WSFH-BohL z@q-xALX&U&;=!t$vh{bTGH4jJ7$*iqC1bnmuVRb@CcC|6*vX>=sf&+GC!un&Kbx}u zJmFYNUV6}Y^piz2OPIqqfwMyr(2L6F!?u(QHb7$7@)3RPxEtuf#?42lvG_IH(>$3e z?d9{5ld3M+9UGy)opNgEdH)$FmqT$9MS96GybN@c5nWjpWP~hG3>DUQ1moT4l%AhuUQgpA3Nn@5-geJhh47z z7UM@-U1i7#dVy#JgM@^e>jRAA4Xa}CEwXfX(!R=muPwaRcS2|wA|khN3t(1jsfk?7 z@NJ$q>9_J|C$_K!&rSF=vE8+*(n2>zTW9d)_7Kru9--Y<` zeYi?u7m+42!?Q3%OUQ9{u3PxM4(pHd=Q~@MHZGLbaA9ZOHh~3IfXY@yx?T5APCr?4 zC8#H8%P%8t1PM+0T4~kP0ds*7*TwNl6F7p)isbX>i@##*7JAz*QU!8wiA}J-lbxZr zM;uDoW;hhCFv8$iPAj#_)*KzaGq^HSClhmSwvZ#ziIoi?C zKRP7p^#+2&?ACY+8th-aP*e*xn&;y?!GKE$kR72inkmg4otW19e6-I0cJGdgPmkDV zl2l88>myEy?L_V`g50*s&t-n^->HjlgYuXOB4*w2oZW9_s1~k|=D+Lg?)PjT6u;^% zOL!u|l1Fgg#1U5r9&s;oqq#^u@QrIr9|K3XX$f-(Hh>+Ley4vSZlM{QcrsnJsMVsa z#IMl^);-+0Opb6hu$fG8^Oau%@l_*){FKhtI@@gw^sAy}J6r6@Y6fK?8D4o*`aMNp zc4nmR418pwEyX9VC-1!Dmy)2gXwUM$d-Dy(7apL8c6e9)q0tq}n_dB`0h2mkLoL24 zFrX{dVS7@9(UAB?#1(mc&{Vl)tEwM!dO@{65Rmk>1Dl9?yHVldDhg zV)%t_y1O2<>pzb_obK4F7_&XVllT;Qgi@X)+w$)1P#{a)b$ zNTY}i1Nb6#HY%g3!QU>uo^|6{^~yl?N=Tk$Sf;j2iw0`+$DvmE0<&1lm9`O;khIYs z|LD{fnY2q$k87;aGZWRq00K>qw{xPaOk1FB{atb1Ij+q*Dau1~QnRKJl)D{5vzUS( zQ~gK9i4t(}gL^B|{?DW9Sqncmm~jgQavGjRKSXt3d8$*bOrg$E5b2otAdb_LH*Rcl z!^IBRuaZo$ynm0q&{{-%s{})9Cg4YI6q}>xn=8QuFINj|d5~k*`rC{Phw2Z5X0Gj%<^xpcd1ns3`dY5MtTkAhc6U^U%eq{&fKt=mXpVz>mm~J`7RJ71 zWPR$Oa2I}c@PPIBRow~7$KT;o#yp`$La~`L#)}$=F}Bg;6GBkL%-8eBKB^rmtyzaf zfM5QQv~w(XjILLSpfG3?=Y+-U>&1SR5vh0Or@4mjaq41YkIPZCzcjJ_Pom=~A^+&? zy{XP{5sDzW(-LQDrGT|QJye6N1&|He?Dihz5eqi!6rG)Xv>B028Rc)fN1`i1CS+jS zbMClGf~V%NG*HfOs$YPeKg03>8pWZ)u}PZy+^?n#J70pz*IcUj>0nOSZmn6|r@}_+ zOb9SAov-cA^SakhT)$RM%~fw^O{I%1KzYbD8$h&I-LRCPL-PFJ4WKUl7AQhdYJQH9 zjmmj;EFgYO!0kBlS_TRZY?#hVp62&{RFeX7)j`O&9A?8=-IUB@)K75Zfm_DY(Yl~M zDCZ{VELD0)O%uM}?H1zt)2_P(9|G+~SHgCa+R|l)f`rMFMx*jN$pnh=_inLk8-1)V zZNBq>)vD9mcV##6V}pnH$vI>xvJmfG{1%%O+JBp>nEhn|@|rz%KAKz5kyO%juSEyr z&v@b@w^amIE0Fvgi?0Rd=S?1D$gF%+FZkMAUlZsur4!t{VdK>DPI8z~Z*{0XfT#$P zp6tf@jNkTSCF6B3th9#%G0Qj3#L6Vr(XZoA4yyUoo{XqCnj0$ zapl`ywE@zdZtj|eKK`3nXH1YL-maUcSPQd^;!VE7vb+}DXJ*qnXsuVD0!HcrPU= z6&whDAk&Tb)X{4M!)pq;TsoX~m?*Y0YD_-z6)!+0kd|~Iu5jlcb+zWZ5Kua15quRS zcwt&Pu<|#yJsYsVfOQRTQuV@&2h;Cm?{022>>+wBi5Xu&>aJ$%= ze*q@5J90mlBtv?6eQTiCTwLYQ7>*d6=>Eb?EplAIwBM~kWCG#rnyhNF{8?;Q)w>tV ziOzsOB(%$oaXIH|n(`|w46-+oFCS(P!oehk>sFyw0iTxszGLkO!-CR^;uQ-E=7kK{ z$^(M(R>sDLT09Ml!0+V1QPMV(=y=iM2k>A+x&X6QERx!e-;u4I!GUQvY5mtMC#{H@$ef1$p-3CeeS=$TVS8NP@;D0Sbd6);K)@TTL11X|(PN@`6x7;cqteyg?|l7`%-Q0& zpI$FlAEJ}MF05pMyhi?sm%=qj4P+D7{vV(Rt@Z2zusgig2GTl-wQY4>IR6UdinH|~ zk6|=-v!wNqC(7 zM>qH+tozUUgI2hwpgz5tTQRUK+;65|g`FTVB$=n)l_S)io@a11hgt=l0jDvE$$NU#mZ4?*@A3cbEM4c5LG!VH%UsPyX86 zBy;1SIZWUhW%+vd`CBH-?w$3v7~&Qt|M+)zMo)pU-HP@Al&F^xvN@4nN+`&>y!5-g z(t+pG@Rt(+bc{0raap&b#xyGE`flwpP;3BUt{ZMcq4U*wkNkK76OA48Q%Tz`M3~w7ak*7lzzvUR-um6{#+{KwW$sZc&cU8TkD?l zu7RIqFJsYGPS5lijxXG^@ru74tWZ|AkdIa^kd~L*dgP0rQ37EUiU>O56>G}I+X`rm zS*3n{QLlU#>;!)pQ}>Mf{e9YI@Su;sfcK`pj)euc<(pdMoC@UOiI~ex1H_-s* z)PaBe8b~I}(dtyNQWs4=P7UYOQg_Vtn9<6I?8ib&v>y`2FY@*-U20e1)d@H8Tnf<2gV(e^s z!XYlY!b83;)$0Nv&*J96723BixBumNK9G>@*}B_)JTv^`VR(iMTB%Le2HMQb2kiMH zW_n(^cH{pp|LmDvvu?|A7=g5MLS3+Y>1nVEvbw`d(m6JrT4~;CU-o@D(xrhtZGH0q zRE8&&j@W~oV`fw;Uf}c0m(dM!76L8T`!vm5#*%-q6uA~y3Z7Vx^ty^0R9pB&T|vwV zjv{G2C-N&Xf}s=LjQFqiKf*57cL%c#e8)OY-bwVNW-*KC zm(EG%73afRy6ucfkL_9#foH~hU^AD0mGsC;tPXMQOdBivL3%h5-z05O z8Sgk>&&Vuu>y=Ythcq|KXSeo(70L%qBzdm)u%9UhI_|_lq?5 znhciXvp9?75K8_%(O&b@mdi~imn7W9mz*3TG$;CNQm<&5qO%cm#g=zdvVtZ-LV?l( zG3t+$+=VX<_Po{mM<;q*gVSjmIUKSx4b1*A_dHB6H2@eKwEFs=4$D3TcqGhd%0sl# z_c?O4W}T&L0^ZO(lqc;h(G?#<)pyVPbCK=7434^Ium#m$vt&kxR+v{%!hL(5Owe-cuhX=PS%Hj`zZzL?$lDa2B_UmYiequz(Wu#sj!M3F1EsM<5blAb$3}!<#L-!;LNaOmfPn5Di7sSeEOq-6VW7_qeqZ%)6LfjIYLz2aJB3!);qqvyAsRs2kr}TnUsNEsGbGh{(-rN~bMlVrwC_6#Yv6>X> z^ef`@DS`1`_w6@abk?H-v*&Wz;9~v6t{Ka!74)pzd3eXb3rHWXeET<+pLxs9>^y2Q zPBz^mzBX?G;9-A>;c2u@>e}9R^TvPW{O%8t3Xpk7h;(%QrDJE`qr7kqA#24^lN49% zbG7GU$u;N*6?uJ)R2X{su6ghv7@A|3t_wDcOG;Yy^EKBs6|V)iZ&AAnKl3X>>mlML zxr0j<5=(KMcFGXuijn7v+%htqRi5bwYVOgE!J7um@N07FD*&o93FWISP%(@nyndx5 ziWmPhQIC5tRL4(h71g(4L@6B&H)PGQfV%&1T zQ~{Q6u;0ys63g#S?cZmll3DO$qedIEEO#%zt3`Q!XkH1%k>d|gu8J*(AVH|a;bc4Y zI-K1-6U{-^p*Xp4DFGUe5x_jPn3MWGRr6_M!?yZmmM@Hu^P`S9lF3}(40L{L7llt} zW<&hEewT%>J?m=de!V9hbeno+pw5Q7tf>+!=yAs*eq+a$e*yYQWwg07G~qTZ^7)EC z(;TbY@cx-$FZVOnsD{kT7suu`()w`})Tx+Dr|BTo(0ysiOzY--AlHn`OVrpWQq@r_ z!D;qA{L^cc->%%da;=X0^gb)~&UgI2%qksp9Dv5rp5#c1l5>Lyvqaft)sifFx@3~n zO}NY`i1#VMX)*bVb{A+{HBfB4dHL^}iAGz?>$sSTgFE)3>Yk%9-`bcsoQ>=3ueLrP z#I)2RBt8kINBMR;uW- zU$XItbdX-ge)BYaK5Qx|Y!%iytS5}sh&8sf!c0#|YsoGv%%mw71UBkq4Pt&Y48sMW zwHyo^Ie@f-NnpCRY%qA%D`N&zZ;Q3SbwBFCRhstAH$lh=t+$T)~mDLpL0`d1{?Tptezt4DmcoskyG z+(8?xsDNC|LUkQ?_LLLj(^qZVPZq3ChlH0-ASo{Xj|Zk0|}_GOEtRrR?|yv7){~Q{5jCZv|o^ zCg7tm37XSOZ1h+BA^jjavZ`~|#2s;w<@?8D$Xck>_hs|cCN#FC_RxmomuzYwA#V$C zPupFB8S<4RsIQ0T)Fn^XHi4&^ontJMPa0zTjuJM|0?qzCyf*pv!Oc zt*bz~&n1cm)gh))kVuQaJJL28evQmT2qOK$FB`!+cs$w-=E&$EnMNvhT(tl?lD;RS#qD&x-Gi~U^?urI?T70lh#7H@ zZm)haM)+PrX~k@^`ZfKeoMkwdWU$B;-;E>JGr9SrJUc| zt`>1ppyzoQzXWL92{@`@ovebAlkijItBeJxBEZ@qKI48g;TY=1qBWYV=5H@TOW0is z>@gIZzr9BtCt5UB${?iv0t>zEkEQ=>q#H=a1AhD9d>}97p38>UoU+6b^T?4nZu=vE zb6UZbb8PN;kapT4nFi!bq8&7Bty!vQz{aHlp?d;u0o~|>GZa;(%@+Z=wv$(Gzfuke z-R|-)?d1>gODK1_PI}ga3#aj-*X?4OI?N%aTY+kwFqs|GW8LbVzEcp!az{VHvjw(E z*9w|(V~_WFdIj98TgutN!tJp_q?zu2vX$&SF@^)j@w{8oSA(6hs1`0;O&^Q-d3Xv%b;HQY$||j+T8V|VBQQEp ze-6#Q6Cv-O^g&6@?0doA96Ma*61YNmlce|&lY-Rj?xOriIwg~Oz&q$F{uGqN}$)63@*+3el_4(gqmNjNav%*t)frQXNHnp*5A z>fOfM8bX^IKtmW!?C0{p{x-2S@K_PP%=gnD3A<{mcPqpjc zW?&w3tGU~c9cN?CeHumiwbr<)OG6e#(74K9i`tZoBHLu9GB41A#H+}8SOqJ~#)`*`Aj#xB2cLuf-I*@pBLHL5l znQm`pOU*WrM!xc0zK(dX!)|A1jRGed{ch|e&^q8G`FEU|JsI_f5yB^R8}bO?tsFqM z1aQWi8U%0J05;x~*s^WbYk__A(qkM-iQa^@ZXVpew~Wg|Uvrw^Z|S{kvwCt6T~d%U zt7VryGf$r#;ZFqgLmDGDaGVcyWF2(?&T%8BEpMJ^2}`>LKf0k&uuCaJ8vKNqs!Vfk zza;&oU;t0=9!MO*BnAv)*ne>(F`Zzt%k>XodLH606dpe{XIdbkxyfGhye9aQleJ2P zUB8a8Z&ee&y@inOZ4GF$IFb)YDX{`1vc-$-3))ozV zg7e#ib$a?_t(H5NPU{~k3$l<3n%Kmw=0npbvZfnZp2j^|kBs^J5sZ4Vo}?Mp0Wy2_ zkT=BNann6VvX-Pf!U=hgP-JL00~nmw6Zj>@2?p8gV%<{*{NqQ5P*} zPOP*;&%#VjAK=_1sB0-TRqQD@6~^eOOWQ8|g!2qg&&<_!?p)E~>gnSVal18lbbt=) zF3*EZg~o2p4sAEjTlu?B?Ks*45fVbglg09h;qzM%(R^l@0=T~=GM4SxhpH=IyK0khKMy23S$U1lG!Y2j%D8IU3<9bm80$~9fwGx=Q2FLKB6`_ z^Ie-==%S(A_Z&J}#RpP19j}U!-*rams^=d(GXQ(d2jxsZxj(EIq8vWRIIn-(q(7S| zFK0HcF8aiE4}vQGbOyg+`pWvtmN-`4Wz5{soiopT+;gB({7qx4>qX9v#}hU&jHF{A zI&e)PJ+MU@4S9h}bF|d_z%r9CNWT0u?jK!CWk+Of=Su-Q%CA}xtu29ceW=Ny-60(@ z2N~SJ=%f;u>dci>Q+{=LYPaRo0JhpmhR1Tp)cI^cg@YP1u4E3^U3$s-U9Hp0ynVkl z(69*h1b5r35E& zwJbdSWA+mt#t7B++e5J(xD{+kP zbR&%O8ATzhTDG9QezbrXGE2RpIA7cWN8j)*yGGm8M-Eg2ss-~QkN%HY^(T3A#IhkN-`VHhRI3;LqXps%u}vIVh*o?QrV-}<8C&yq?&L!6 zE_zBT3R(^cMmR~a>g13+nvONK6nb6g89LR@9gO z2b~O_!$8Yvr6ly6L5kn}hK1KAUv&AAQreWG?@& zyCggR&s=R_2?CK#*axnnd~*qMFU)0sg)`*wL{J)b!72lq(7KKXC!=ESZ+~vNaT?wl z%?v);5&0eMUvKY=Yetjr_BJBIZuIA%gZJwnJznVx5bWy)HYJB^ihqmIA4eST9R4`Xpj~S$aZcn41N2Cyogu95sE9)>wnLkf zz5%wjXzO8XL$QLZl#?==Cj-KBVOA*664#}#@Mhuj2%eSo^X{J)6HGZbyH^9s_0z8f z0#`pl<|fJNYXTT7vsnYL#y#=ZPFAD|Em#>DM!5**ujpq;A+n@_+15fM@ICg1V%Qr+-un-htY&KY>B(WnT*2{riQJtQ-0wcjTgVP^?TgO) zNzU7?6Ny>sukH4vXpE&4riYY!RI5;6u=3EA^)vjz^oV?JYbI+YpyicGwzJ z0Nh2+a1R0Mh5q+xy8T&obweXoJ_5JSX-z$(!gf!r;7lIJkRH2x`9pmRttQbbslUgX zliP|qFCb8E)>ez8<6#|CUGqVS@HKV;Hmf`M{pDYAE%dE#{=Tlq)f!=9dw1D+ay)P5 z4o1B=$WQNcyothNl>YL%FqBVCiz+iN-(SQYQq^6g$|~2#<2qxgv;_X~`@=k+s&>x% zsw}kG3Y87s;;*ayb~oVOHsTEQCzz2c51Vu4!|Ruu&wp&2(yn^pCQv}thaXX{QPm+; z4WoHT@$cB+2%5O|8dP^})%CR&J*S{oo7nn0xKw%GmhCPzdi6-9_tHj@T?t-*_xIm# zpv4gYI3P#ABkqD~V=;hzNPMH0;CB7vrA?UWL3x1{e9ZZ}t6)sn5Cr2{CbO!F2T3H^ z1lw^(RRLoYwuNNXKgR2OMeTKL_oa;{#{SB;dsLOh$0!L|nsIK&RG`$HOS&h|FO#`HwROFz1f(yLQ34hfvIYoOR5ZD}Z z&i#*@V_<{K?AvU5dGgBKNVNP{dA;aAix_?GE{WacQb{%O24~UwjXt4LCVxnFP!G6N zDjMhFeg%aNeg7l9ANuCxbBFQB6ry4!isB_7*}SJJV6Lmbo3)Z6#Z*x)TKuNVpH4O& z3Jq#Q5T6+G(fW5S*OOZ-(ytNgzPn>=a>w(aCk|op2LkLT%#>S*Mj`4Mih{Ol(Z<(i zLdG>Mc3S_tAJ|F+@E&B#9`w1kfKDa1dDG81o)>2}#cElTa*B~!={F{ZDM*3S@4$p* zZy2~tGLp*|p%bdF|Lqb+EP>7DX<+!0_HRPHzkJnD(E9PSBjHcFBZnvEdnNqv^v^5u zmaYaX&$(Yh?_8y7)vLVUKk}wtE(i~iw>M8*9@Vgw7R3KvF6=tu`Z+Co^LFoaucd_e zz>OA>75!NI>C7q1LFs!~zh3nk=jRMj|M>7`(ZUVSQEJ*09;$YrqH&B~JsWAf zqW&4=2;#hI=ty5U8V$Lo@6^lk%)|So=5?bd|Dk?O18R{H`k>|cmrv7&+kLTZFgtE> zIQE5@O8hg+1R(PS`G^d48^s=RKqcGT{sf)?x21pHM=I2B4&|b{0eP+FPEQ`GOF9gy zjoE1oHI%k=7Ph;qQn0{2D>!-K3@>cOLtc4Zp|`TrnId|1=|Ek(#rBRNr?tdBVz>X@ z_(uA1iH0r4>+K)cl`5V>R6kPkVePqqQB4oNP3%+Rll9?+8nfb=o1+Wy%uDUwRXlF&>y`$n z8(D9Pmc_KD#QXz2XntrJ49LO>F6sR7y_j?PFd~+hmOgr8v!jsR_prDAT@5PS!pwZE zxU-oJCl-k4_1}`bz1vITt-g7o6v%5YS((m|a@yE9K)tQ1skmEc?CqE&m|QMb#}Rn_ zL9zqZ>k)2^48K<{q z?F0Nv@^HJ?&Bn_awHp@q$=uI>oW;WwyHu|D$>V-enMr*49cqb2EpI&svc}8Z(VE*I zM|Ll^Ex%s$Odob&_U_^2Se9(QsmTjecso=E%C(t|;xg#;)1q1-VAr<_{fsEn4ujw5 z6fkcVj5xC=cqSYiZMhV){H{&=ml||#OiNtmL4c1=mGc)sizzc-KH5*Le!; zveI0{{n)n52lNB^>oXkD_!KT`Gn(?K?&SMA@=2}0eCd#>e@_MWl$Dn_x|uewe(&z| z-RaUE3wp;rAZje5IgO+F%lU>h*aemAUl^-_uwQ#RyLTuj4HfG%*ijPu%21Iq{Aov; zl0<9{?A%-Y?s@))W=1dk5xPB0kPl<6mR5=Xd8~%kBjw_if$7$vcF$AMk2Ak{MLpho zOk|HN<+$hwEiC0f{haPRetGN3tE-<(7n5X+r)=D~A$$3P@h&TUCR#Ffj&SgAbT>a) znPuMa59@h+8`S(O()NzasbKO-rOOs){;Jg+> zr2sBo$5-{`BqMew&Ts_x1Z;<93&hPMLbjPwkO?;qdvnjQAOBfkX|D7|V-YWU*_pNH znNheO;l&QVr5UxW0FyN$ZB@kEagZS3%bz*RYR|UTm_om~HORB@j}C3~dBXc(<-D~U z-g0l}vn6tJWR`-xLjMWhJuAO{Vv3#EQos>OQHSVnzu*T?*8L1ySugmVSVxyHH&Vrx zr`$^TKFbojBz@qOzhi9cWWS7vkk4a3x| zZsf6U6Q>X3`}{|9w6ZY0cb|RZ&307_vXZ4!xW9OHCV%ST61DN|wC)0W1dVC&qzMT6 z58mBfm>eA&4OD5?vIeMYA95LZ>qY*)kqmC4=2de7PBi6T%lgOe-EC*zrdFcfEn~ zL2i5Z65rH^Gh1XxCL?Oy;dHBKeWm59&15mLa>>n~0^uN}S!@fQN!jrnR5LvjDD>kF zSXyI2(5F!GNZ-rjsDbnslyU068Lbx~w`tsPO4}jep*fzGQDfCV%(s2nuX75rY5azKI<$Lb)9+Y2&%fKxv|3!j zqZdB(bsAGkYKlpPJbyh^5#3GSqR7WzBcnB?IIBT5M?WC0M7w%b(1V^%(Y8{!>s$Ta zuoNp^mh&9_6>(crW!u!3Qkg^w(`>;oaz?m+d`=ovlZQqO}ft3Q=(C=);!_e?K$YW04-5 zYU!{~gP2JPE$Gzr0}66_+UA@D-!Nkb$JoGw+|+kn z|6THPmqZHIhgzhepRTmh`6SaLHQuD-BVL>Ji=;zZP+%cGmFZPpjQ8I2(qpXGL5Vw! z4W?@G&97rCJ$%o2mRzH;`zI4I;ifNX+h_-C8I_)Z58OYbFM{v~uOdbVlEGNHR(@AnH$EPdn@pr`Tp1kwX)Pi z@K5yL{?lXXJg+8ta8jm#SoPb1twmln)MG- zd$pNa%<0tnlz&F`$G}=u=%ON2_`qEEoxSb-jpzdof9~fM3ns@(gm0O4oD+0I^@jbU zyW*7*YDx7^j0}*E9)h!lh4DqHT(#J6?)C<(SPhIba5r*B?y5r3-OlhcRS6KE_$!od z6D54Y-sa=Nd`X|a(=(?bRJ~$&0MQHgMII#~{=*u74LwzjCj|qGNdxadUH-QhQQl{( zc0TblZ3glCnivjj-ZqyI|7A{y)}}iX-0E+e;Ud5{Mm-OAb=K^r$lJqn#n{#Kq0S~J zT0Sx26VOYx+PrlT$@WKC`L96-8uQStXCCvoyCbW9VyxStgS)v(_)4+RGC^V#({Q&d(N`bRv3aF?b z^{hVxKa@wT=R3_P9M6y;AI!3sBgAv)lLZN?jiITHQy!TlVZTY@?f70d1=krg)T9R!>5I7k^jC)!> zLgjTy-G(09i5&kqbOXGSqE!l&pcICTN8X1uekk1BbrjW9KJ}Nn?u}zZnfx{|oNj#<-1NsoiHFA#mU~xI$tFNF$bWP)3?N*c9V*vpnX*%9DD2CqJ=od$dwe!f682 z5m<8~e9L;jU7OXHtHO#*IhDCP=yhSv@alxl(Lr&v-5)M|2xRNVuKZTzySvzbbmm!= z+LlYdNcI!(NWRR=Qtt8)j8_8>3DcHVsmC2GcPp^TlMIo|7cL!VOd1;_GHfvv`dU6W z5zuG*%EH>!FoymWbb~fx1|-Zg?G`!y?}T}*b~8==iC`C&%*6?o|Vj#(Y^*=Qf?A~!XC%{Wr;aD$DC($Xtu&J>tz8AI;JY+LAd+CV+*q1&;5MSQ< z$GV#De)##JgWq)z!*jOn1bS*wLjPIlv6UG@<>3<9aSEHy4^BpQLTUGA$=;@H6~Tz` zc-+u?bX)@~ZFa;bX(OAQJfqKH6!O`iT;wt?lV@Lf6Sj(D_3eC0@{0TGt|qn2^f5}> zdL#;~ej?MfaJx4&4v~DI-3Q?75l+@$hL^3GUKF$g^&g~y3|_ET`Rr6)R)c+HxGPVb zs(JsFcEZUiXwqn66~swS%lGv+-Q#UA=@iyFiAnfYfGKVK(s?k<@2``$798r}h3`bW{F+euE=?^qza>tYji+@vyIgX`C1+EIUm zaIwI{HjsEXNBzb$QYMEJuU#le&Lg4$4gz?-S`NYOi!dCD4efLM;`bF>h&2UjO4?~L zcB_+J zk+PQ+f6%LX1Z2~Ht4+mh*rX0A{gYi_6+0yH{@u?fMS)9TU9#|DJ}}40u|C7A7i~B1 z{Zqd7b`q_#<}LQ3vXYjXf+|Zc_Rt2I)Mh`NzrhRv%F}byt%ymd{i3TH1K2tkalw-8 zNZ{O0L+CXOc!_z2OKfLKtI*DwS>h`*L!kv=yqb|61{EE$$xY-10*5i^c(sb@E1!+*l1PI|KMP+jA;WD2-E*3 zXy`vB!bCW-_X`>YilAHalDeR~C#y}>2J7O7)oyz+1`f2ZS~Qc%x?!2$zkr>9 zCr0lTiInWj65^lWjM8EsRsPu%+Bw{>h-GV`&am#hKQD3^&0t=u;q z2B{BUbqf>aGFgH`aTla2EKpXg+){b$=hF^GVwDm{2rxg6EUl#{RL%D$UAYy>xVg7O z9nPJWZnNR1BCELT6{oiHP9>Rdr#{uP*TV?ri#%Yyykwep5Kqtqm<@E}FaM!?xKx+O zh_awK_qzXR!+!{Yk3;00X4jj;;+YMm3r7eMu*pd6?U+o7?HJCbsxPh%L6Z-Q1#vCe zl>f!oc}Bz8h3{UfM1ogD58i}?=)E(M1VNBsj6Ols(R-gXgeXCfXp`uDh~9>1qmMp% z8NC~In3D6nXPqzqbJjW^o;56Et!MVL=iYnY_jO-C_NvsV+Oy)r^`!+83-oD&nvRWL zLv`Z4_#@FZ*i_R^;B&kqxZ!HSl#zdWVqb^903EPzL~r&jCCJ-qm8kHy)Dh#|zR@>d z7$RKF?cG~XcA?S)IECiQBBwR)4DObc-OiyidfgI`8lOf3txMt_D_cgjGWdiD=l35& z!K_ik*>nM%Q6 zw%B8FbN<_VA%fcNMo_y?vziDA%O4a5^X3@zX<1(U;yLUH;VxLBJ*c8DbHP5H-^gXK z=Jiso#fSUHPuuP-S}s3nHP`nl-&X5-wp5aO{cT$b`8VZA0tiI>Ncy9KTgl@`S{zJZ z`=0!pl`llhXmvFPj5GymDofGXCg(BXc8ae8Qypb?Vt82i`tFbic6?vE#*ag4n>|q~ zL&thirgtxNtFtyQy3*Xmd1cEZ0Y9B9;K8hmPn5R<_1`@*KTem;%nC$p8tN0`tYfeL zV?HiTisKlDFQ&I#SCSi53cWVs%5Ep3Hgdl8$ zHYvOqt#Qu=N#y~F8Nv9L@0~-|z5+fHE0o8CHAOis|CPp$#Efouav}BKkM=)*34y1yUz67?_*Ul;M$JJHocik9!hklLXt)ULJSD zNP6L~Ar(+i*Ey1rQ(vNJ%-8g)V}U~?|4(+oufN3A<#My$G2V5_&AvQsn+b>%76@jw#C=uh4CwGuU>*rX<=d_7Qh$=uEKQm0%` zzPFl|lZShX!QOzvrmIj2%=M~!NQl5`Sb=8t*7k!6@N#Yd_f8LVooJj|ADmX;N=@ZTTvi;I-X+-K zSNA>^*0?tlko}HQ^|{cmGY# z0~t2JA}b3;7m8(0{oQVZQ#aGjwJ7$b?hz#}%u&Ec+S1Z1GyCRpJE&LzrD~&QZbL6@ zds|Ue+)xb20KhZI3$K{iyb*tp9?ta>81BmDl+P#z*n@Sou}AM^Ll5WDyd`4KEfF!H zKEWWu3_#_pq~9U-s0@&d4mpQwk<&>6!-#hITH$dnJ>;$7(aRJfAB90It3P#4`EKJacx95 z>domKND7wWd)Xc?r2oOjC7xyv{oKz;kX7&gd0^V>Bu$ihwF==tc2_!wkjJ`GJ@zK) z?Z)rSmY6`g4E*(pbw|&k1eH_ImJB!uMMGEyxLa6DySUh{(iR;gFnD9(*iX* z6X|_w)}Po?QwIpufNN0DujRwCXbpPY#w>yCP#f~M%nb5YJgqC@b4qH3=eKl1ufh(yn#duWZ@wJf?Q;mC%h=j2;fVD( zW}3UfUuNiUP$-bFmb{W&Go=)=w!I5U{~}j|(6U~0$gPnw-k+B>+xJ>ANtmUix-r)F)QOr z#ij8m2^E`6fwzs0#+97E8X(Vkaxr5T0n#>FN8kjCd8N$!M^LB!MzXL;zpwp!uX zq%_y?L!H92xSyM;$NS-#%$L>dEc)m3L1B(TJaTFSlRLpzmXbfPjz_2hT}4CIpH0j} zm6qSfCSCuSUs{?a&Mk4E<^^I?dDMRJm+DEvtKPH3%Qg6uo)eNFYjGo2*cgv5(D7E~ z*10+)#5=rW`d?-N_8NV7S2kf=xH2 zRe^IY>ye@o+;tn>)U!JB!Gu1} zv|Ebnwtgpv=4%#Xc(3I3lFxJfCwHkL@8$W7&EG19v{UO!r#V-JrU0tINVeN|oA;ZY zFXmJ>NIL53`+8kDH}v%KOL^XW)P1A8nd|N`8XK~~Zxft9DmCl!@7Zyo7%LV@>1!!R zcDPNi8-fqYBJYoaYx)Y!L$^jmq3L9t@^u}}Y5{{nkr#rM=(`@fPZE3om=`}@{Md~g z*9(IlxP~HR5Vuhx_|;_#i8u*PiK*vr&dw33`_c4YN2RPs=-ZGnxXxpYssELZXw;>44J2k}@YEA!~@zS-p$E_lLC?zuF=LNQ&U~u~GAnwa9vl(rWPMy(CWf?pJJPbjh zy+2Ajjr>cub`A~+gizxU)3^ShE`8}AZ&J&d!e^AaH>Pb!rkP(CvdjTjDXnR{aZ&wI@-4*cs7Cpi{sSoq?UQ-gP?j4&dd%KA zS}#vYS~=O{uIx;7q})tcEZ}yk>sIcD{-v^Ti-?oj@w2^v=w_y4*3kQWSP?MLZdv!h3`}EH&=N3id#H!Qa4yM}c zZ?F5KHUZ<76G-(<3vMVIR6R&Nsqp3RB;xb$uhTC(9qK*o_|l;68pvqQ^&TIjG4>!n zL9>>h4Jx!&_6Ki0zQ-&lyyh$a$MqUSkZrcMx5;Khfb$u&cH}3Qjhm+m?hy8IjN}$l z=n9p45|Ncp7*#v=owlAee^K#{Zq4icd8+(Vv>GVNeq2NbUi>NcE?tXh51u+o_?W-N ze^Mpx^Z~N-)##kAym4mhb4Wp9)I85$H+a|T*XBokl#SkJUcPi*CS=gT#o z{^U0NbBF?<;~f-Ge(ZRTko{7!-Meo)G>wnw&@t#rusdAbF^IoIDgXi51=BX8`-d%* zA|vzr%Oh!{nS$Mg`Ub%xes+%^W+_*m!pX(^O4O^HfgK6vo5f+8sG~MTfI)|y;JQU< zb}QM8x7_sGl#-xtin|C5WjgO;8T5ztHqc)oJ)2Ov8ML-pYoOY=udZw3R0t-2G_tTEbD%Huq9%(Ymi%4QfRq~i+bH=RU zwoM&wpH0v|sXo_ZB>?i?|T|{ED*BX zZeHcw9eU<5rxOZrKFC#42s(e=i=g71n=A5Gnf3Zq=woCL;-787BG?&LkWz*V;Jw0m zMf^cC;K`V7Zu?v13vZ!(*X!gy>pm!pOO>ewM_N)$V0UZCO}Ubs#$MS?Q!ZM)8bYmJ z1mSJ{6OV;8rcH$mJx^0XM1D(UmE&T|HAjWus6zJXPR8_=y-5k!Ml;Qbd`>O+d}z@& zh$4Ly`)N_tHGLO-YeR4Z#X%U^e>TQ@i@5Q@i^Ch556l^q$ZxlK6$$Kk=BDjGK?P&X zGnxLS-6ru^J8`RGyjaGxw#cYvwCcyF#!GwFG*XsJ(JGB*LK`7Hr+gRCld=jA!G3LaW^_AL77?? zRtJhfdZ2YxcJ*LD?~$^iCdenG!DyuZbMfsJ>v|4l&7~%b?1e4CP{jqg*wE_g0qem$ z?dI;hRMG2nYbs4fN`6z8GPSI@bf3#DZPgH|HEG@!Ft-53=h8SwT*|iL!?C6+V*NU& z6Zh^LYW@)apXMEBrk~2zlPgJYS7VAx#&F+IHe314%d zQAVjya$jPfyEs$|Kp%gx>|_%%l4iRiy`ypu&z*52(XYGdlBF}u{A`Jd$sr@JFq8?Z zw5#u_2#&iQsoioI|g7r0k?%ch@H0= z?}bVynKm_K_(O5V7Z8In;njD@UU0;}XUH)4;xA}TQp?T{+_llyrh7-P-eDYR5NkoV zmrH|Wei8K@YJ6#>Qo|a$ekOFOzEk*1B?3G2qtIv*HBCcDpjG#3r=35z$ZEbbQRN59 zNS{J*%D?51+K>OBxg%dEog0-c0L{ioli{$5^%#;4A+9Lc6hD!TqqVk?rsO_Oel`_y zH;CpB(9kfZb)URtaxoK2yGpRT?<}71~(!s!H?$ckYu1%%BG-cU4 z<>&?Y5)^}I`<83#r7#Yblka;Q=-0X*Uc9JxGq+;~V$gC~Qx%#j{pUWst6_8ZOYKEV zQp;z67;y@{6pArT`Rp=b7vbzO)M8~}R7wQJh;-x(tIvk)c$b{pB~7cS zW0L=(2lgD2Phe@)hG);I4+FH0$VN|H2~d(dF1L?SUTbh&+@(yy5yxS4xa`V$=5)3{ zWv~b(2{FLRobU|}$u8fX$~S%G`bY*CKUf~35~aV=e{LBykpQ#cl6`2Ur0uOrYQqz- zvkT`+J?6F_E+o{k0D|Uv!7Rh%sd6TTdSF;k75akQ&zsZ2Q#sIteH%}26ePaeY72YN|*e3ZiPxP^9_Wn_@w z227X0R%Q$WVm?;IT8kS+sFfP~p^`)==gFf7YRbmeIUn1_9+0+p=X&OP9#t_gq4sHX zf$y0q?<=qdx7ZqrM{Ho*2B`hqnc``=nKIg*mt7q6J8k+L63ug)3BseSS1OBPZr$4o zOq?ij(nrqR_f<+PN16}WgyWPOL%m(;_L2tF8;Sod^SG6BDQ?b*%SltCtY}b}-qnTq z^Q5>d%FSCv?W<*bY{qX^)?MUnuTiWBMDMbK9_2XZQnpdw1nCDUcf4Zi7f+=tmJm#q z1nX5-XA$1o3}Z1{IkI4erpNUFr9-cg(x=Al+p%b5siL2_$~S@y@omWOVQ=6ePnXW# zzFgHA6tsSU&8ENRs3JXzT3FIiXVz~-4PuhGzVEg4qC}$BS1nbbR;{JLv-JnE8wV;s zYfVE|h8k+;uHx#QmTZKh^7Xyv7I#8kb4ON-(wLWK=H8BpKYO_4L7v!CNh<%ni4v?j z{G%}|W}UcCpBu2>zA$~HiwCDVqC_gcthb%d_=$vU*VGYw+=@+Pel4YK?7smibi6%J znKHv}TUwY)W!G=L?#~wW&5O8#XF0VVJsEx2l}7pEk-p2bD!q*2JqWK|R17zp@pUlV zo%>+;ejlnm39Q80h@FPq#>&T3*)hLG31pbjy6$MO{Tuvl?3N7cTaP2;nBhnVIBWm9 zk5RipN%h$IGd-+L^LvQz#Os6`_qf)|!q%f@7E)q8ER*nzr)J?>>J7th5A6&PqIv(B zG;&quI#H-mhx@xLU}`p=Rh~&~ZTP@_kZ)e}0iMlysYF_>u>hRTzd0Df5_|k!#&s@f z8A+hAODpUQE_$BkvHizVSzzRw?XzkQ@=t}eW``bW?|_Ccx$sMWXYWVA;b` zeM0dIRMFNArB|LN1TbBeS>vJdDN3b_X+~dfMl40VW6`YD-p=Xhmt|4f{2^yLz}^oh*KzQy+u_jc&n4 z%0!r@>}+DP6E~r3Bs2VIFqlvn5O6QkHlvuFIY#$HwF}OEDxpMQ+aX92AE!i=em639 z20c`sN30D-wD}I?7gf0$W(H!R%%!r4AEuT^>Y()I+O{-d_ft5xLxrtQ$>Ur}7qrzX zt`ZeT`RJe1ejVBq%V$8D*gW>*QZa_n{Kk@rO#PO|WmMFd3N5n3!c^xe_=pD8Po&wb z;{IfWVhuBXD(ekciz5~C2fl+-v?-r2oLg?s@z;33Z&27o!(D91lSh+u9wW`8t(J6V z<+%}ikOYsj0eb=jkg&lTz~FQEDgft!phSZWst7tuAMZYrL4Cg)Ep4rv#cE-;>Od(cxCw%eq(z#x!uB4?EzCp^s{z&x4 z8tJEuCaXNUI*>l9N!4wMETf$kPM#Mlp2NHmY*W%hn)?@<%X)GC`b?Ak?wxm*$l!W& z`;VXwYa4k-*6l5<-jT9btC!IH-AW&q1rdn zT9b8&R~)+nFALK{Q=>gK*=Mkx^sgCPVC#)izaJGUjcLT9WJ^53aE-H zR%-wlZ++ZfDzo`SN5P6N;YMLh0YKtNak~;MTWM?pM&9k;q2>iD!e&fE=Hbm_-(6S3 zHM?lv5Q5sz7U;eEEco<^axGP1`nDfb9~5@^u6V>}hHTrs99Np@#`?~R&@CZGTBNcA z?Cu>>?EX@9pL!MDF$sz?^3c}nPhfW7?z2O`PEZ(M$#`yZKXTD0A8LknXL@&D(R!s? z-_C(92!I?Jw&LzCm#wcUbxdbOEtpn$ie9vzRSd#XCog=^DUWsvmdQmMp~FdY3v$OZ zCetwub38(6CYANZw*ltKs^$1&;}eP5o~7JAVe7NQBL(_!IK$h60USCBn)VAMNDP5( z0cvBW#MhBV@&T=n9x0VQQ3`@|^6$DxJ_dVf2hFPuy%s<9sRR}z;+%G3 zi~5PCJ~ncNs&kUZUs^*&%~p(8mW=(RgK&HwN=UG!v;mnzrqq!O9*$zKXh2RMynO&! zez474Q3cU2T zEH(4Pj$v}3miI3ex}Wdsg1HSI$p_R%x`O4a@VueygkL!&E_C_ary<0DiG$hv>svYW zZKytSHQb(vi4@zMPL8w_sn(Vi>y3Ki_&{0yR34cOciO+?U#v@x3)aknO>-VQzQNC# zf|8A|8}SvKcDk>L`3UPzBdCRx%8e<;!NL^#bzbZxJ!oLAhfke>Yu>+KXT_FTH%-o1 zf=`gw^;Po3IsLqK>@DU$S(@c)1O+nDy(rP%RV~w%n1S7VIU&wyI7U0;a&>oi-!h&k z8tfXe1o>=NHAbJ3xAm4fh5C$sNcfud*xHa|ru^-+~d?;+2{|i}DF%tZO@R6^>jb)%vLQ4D}o=8yL$M+__9jomponm zeh~NT9asiSGaXz2Hb<(?NpIodKi)Tw3TlvS`5D*=4S0Z*RWy3Q$SvnJ>J0tJ&pg@xC8{A_- zr$|JXZOz#Rd11w0u0Iz!|BBesO{5YJz2d^kw$4^)-JCl9kvAI62a+}I8Lr+2{p0v* z-gx$zmz%_1?29zdy5cO07XDMY6Ql^^H_qXuUY0YHEhr62N$2N_a`TGR*#n!F#SJ6L_*{!27@SrU5B*)-~^mi;Lw^aDYd~R9D4F0Kp96Z(8 zqa!eD2X#+t+xiKI7qyeZNrT8jqSOZ=T5%Ax8kxPUG%~G3$ zm!2kGQK$7|O!1)ueTKnqStL0u>BYQ78Nx51o2o>;8FT7S2=E~)J;X#dS*$vGv@_oF zXN&m0a)x%5M4O(*MS&QVM4T@cbuIgKP2_<+7BG@7=Ks^*11ko!g^`APrr=Wg}O6q?|P z<)2@}8N81_)9}^4#A+(I^ESfu|98pT9TY`V!is>uPB@aUG9 z1^wjofM(d4JZQqJL3Hi;P?9$*0VEXmLS#9`pS@(iafJ(fgS@c{thAe;E%q(dz-Pe zZ;UOZzFH-Xr!=HT9lK3oT3HZ`Di1eLw_SKlI{Aa@Io`#`W~=1Y@#tzghlD9fYig?T zv;ym0R_d4nvXho;kPqSl(taMVO3aOWb`BXh10Jh%5PBDT&>t*L&JWhfLkrb1uX#ub z?bg?bEhC&6EQLMX(g6&M=|%rTCK`sQo#1)#9_vTB&HZeP>lfpiKW9eMi9V%`Uz~xw z@Yc79YR|~Xguai_22akz95i9cn{m0%q-*F^35Im5`jXpGt_!Z!Z)Vo3ug~uO4DQs= z`&y=Eawtc3Aj;}~`}n=Mww&y6>*Iil1Dl%oQdaxgec-4){q?EWew5+6M6LEZfF7vy z+DkWzcFt+H8D+4Sn)A7C#$UlGDYr~KRom?4JAYEK?!$xONtOUWU~g!U~^ED%hcgko#kd(-R)o8vCnF2@NuMG zb1$bZWJFThUg+7EGwm3Tz0kN&G^j=-ZHd;DjroF2SmcSsza9;ev(_jIfr+T&ueY36 z@i1yzrkJycUiw;V>{E1B^gRlgbkM12)>~3C{5zBN9ykNk(GVUVbed+i-53NcUnNmS zMx;MT&GneJL4~uI^G!v)AG4|Lj_b)v?Td3FtMH+d;sR{>JTDsOwA%9Cm;U^AzyIDB z=pg7l$QAJgN}B}H#A83-2eX2M^5QjW2U1VsZv591OHm+Lc<_A|KDkYQ?*HC+eWJo7 zF{p>!eO_<-y>8e3=r7f~&~syg!j1X_3eL^>lIbbC48r>Q*{JQToxsa9e5FHA`^B4pF{v|j-VYl+2ERp^mOHyjRiwy#mvv@VRcjf zS+wMMvxFjK39++Z_)N6({C<3NjDMQC?(Vugax#w2zrpQ#=pc$Srl}iVC9?P_LA>rV zYuqLj6x{{R6v<@IjI1U|4Q|OhogQ!YLe>IL7b-TmD>3cY2(PnDr?*nonlp35zN4(&zuFIebSzOAyK|N}zHS+fzCA$uz29@ruBnbExz(PC1>= zuPC|TSS}$NHk5r+SgJPpGdYp~IKf=IL$JZuw9Qp5+%fqRAhtHL*i&R*99ll#9O{!U^>2pI_Jq*<<38qUj#y5(0I{Jh{8dZnOE+ZE0Oy}jIg7R%Ljqe$T4v^XZ`>OR> zZn7t*->h}m=h>00ZZYj^z*nVef}E=wYOmBs?~*PctJ1ZkdsaAG=)Awoa0QkzGf5aj zy61vpjxhpVonA+6f3#re8r{O;^u|4)-GJWs2xP#rY!p=*J|;Y#63s%jR?63Z9p zRL640r3xOhbRrJi`J$9mVHLr*mQK6nB{N8;WEffr4h*CfJ|gyhJYyS$VKjKqPt`&8 z_62(j(&{2s?xhWpI|}6E26q6_ZdL>&!kER8A*1~0ZA%;C6UrolwoK_}K)w@~*ogDW zk7uph3Y9`po=x^+Z^*ENk7neuU>h7~+p@j`R`Fffb08ikj!_;tv8Si4q-t`=3+?Dh zBTkd}Q4V}wH9$#px2l^H9amUDVU6lW>h+hD{!s=f(s#wxE21wl1zMa46 zV1mrfoV~~7cOEeWSzrGUtnCrxUNkV@IBN@QU>nyYPH1GaX=O%?Ll0gdW^6RcxlPx8 zZup8zr6~CH)F;~vtLQgsU_rUTu|v4BZv$fJR2=g47((%Zm#3dy(9C*V*RO;=zFemO zHYs%NfK{(ffBtXG1tDsI`?SXnTq-Qp_L{<~L^_2sd#Pj{E&*O?hsR*jUf(IDQ z+FRAV0f%>*DqP`hjVA8|YgO{HhlNl*`DmJGA&2YYXHTdMM<2fj*X+$wPpGRLs zMQ!+MRNRtx2!%G)?UEhBmwu)x*0V-nlEcAzs;&H=gD#q{;DJU=wF#-p=OiS?2rcy~L_6Ay^k2CHYO*9a;x_=roo# z_+L&-D91g&&hfRkUncs4Tv_e&v9~aL@=it|qov+bT-25IfYN|PTMjBNSUI4;>8Rr^ zx2_qbPy6};mk|@EKfKx#`8$vftU3Ju*ApHr!V6nA<-+9sA6- z5aSgX!{cVOjJ#aAdZj+jjOb|5;$wC-aNLdcg-DZpf!V>lZO$y<<(q6*=_38GJp2iI zPUESL%o;v_L?p+qUAigiF1$faJ5q=QnGi;G7SBBcc3pPfq(~;q>ZTy>#N`Y}cq3d6 zI2^~ANFVN;muE%sQ~keJYFk@~{;6P)@!Pt(A0IUCIhka{J)v4jr3$YNjq%5c{(8@X6{eE@Qt8!O)(QTl z68bOaa=k?(^cLWL4Bf#lg^egZ%re~^UJQu+(tulx!^K}zTwv9dlyd85G_E}k8Xe|l zr}Tgh)L=UNGcf4gy@W%nNEY>~#IqNHI1}pm3(@PSor9K$D&%E{-fAI!w&N zMmk55dh!&80cga_fYzhf@&B9wO{?7;Ie(tBP}eK#Xhui%`pisjWxtCK*-EXb=qk@D zDgaxyrPBlNiyp~LdcQ$!`tsgLe5z#X6TXpm9@;~%H11yNCV3KAmRhD|mpaeFNUv=< z*AV_Kf;MN#Bki-KY<5&;Z@ZkE#J3mNSSZc_c`V)2PMU zYrqqFFZ8;<+i4WRCuAw^t}!|w-%^CBT&d5V!uAi~b@zCMeK1#=*AwU7ThuU132{I= z0H=9t3`1zwUn+()oiXsfl;WD*sPuEaISals&7DObCfrHasHtT8H*=`aht%Eox6+Nq-j0 z8A-dgjrU@d^=tq?NpBy-Ii@Y8FDUe-p3|dS<>c@cD^i!hgf}2Q@;^4iLM!_xKd1u} z|1A*ahyGG!0Y39`3J) z_QhXdQ%psuyT^K0wR|(@h)Mh2)ecjy;r?^F3PdsPKhfJI%XQhe*s)BZLD(@r`r zOQu{(5)OZRVu0;S%u|l>o#&p|sg|V~{1;Jhby0SifX%er5UN~v+rOKU zLsNKdyz3hw@$7xjJ9(y4vCA{qgm*{H{OGzm|N7UV)e_?bB`gWee9l zLaVbP(}O|F+XK9DzvndBEI;c)4v|j*{lxaR1K3rHU=PK4D;iTc1%DZ86tWK`G@0y& zavwZGND8X)3R5=Aj?@o=-5)H5wch(Uf${}rh(iXK$!k~PePP|DqmV_Az|I45mXd7a zYD44k8uRwKe&7yNVlU)ow&@q3h-UocVjQz;7Gz|BWr+5OAq%!TgB;xGOI|KGHH0*O z5~eWGqIbFTi{D>I1W4Yqkux77KI-v#P-{N~K?zh>FZpTBw?~h2>UAj!`C%kX+lQhL zVXaDF;)~`22g`Vs9b2*!8uvZeeSb7R!=wxHmulE)bG+7s<#GZE*H@_dHYBSx0N|aM<_0 zRd@lW*U5-mwpz_&403JH^Ti+hRapM4VEpHtJ?dxR#gOfK<3PMwU{cY-RFwpr1>luO z*~=vUMnB?`c=qNjm)FDa%yz~56|_5sytEHt1phftIV^J;HH+8lFPhvpTE;HHo0Bk1 ziK^@oS`DAx(ERY>Kc#Pi)3oa7&b7qm#~FkfkgdrA>@r~5iXvP0V$91_w;3*1)`^#a z{aOnm%kerPwo@qZ^kdJ6D(RehGmj%_!_?he=fr5=BF1?k7z(mHc2=^h-Em{WwX>2lPYBfdMG)7V$;s7}viOF7`zA3}>~B zU(^EnpcJ4KGzUEZyUk25v|G|N9EgVRvk;;BToyCWr(g~**5x(^MmgPKhb;!R65%#I z${~(=Fs@99+QN+XD#iZW0$+;X10r^W`#>*_RXB!Hnp;Ub*rV_$F!mEb-#%K16h;jc zmZJ?UWOwk(dIZ%_5l4vgjLTZ$&XGM4c?hfl=d&34UH7913(E3F4wCU?W|6rm#)bD% zg%YneE5@~D5EXkcMSLzca4UGS&z_){8*Fv}>)f^~Hl2S=OJgILSrAC}C&RWe5rIV< zuf1*_3GY$Ss4kKP7x_1K{8>LwYgh!pI0qv5XQGZfgGY%k{R1p}HH`69dz<@E1BGV~ zD>?f{TbvFM)4IK~Ln3K0zi#s7!D@1&)(m-*94yTHCa7d^2Ud%63xxQ)-Oq>eyo1ln9?McVV z^VoKYr;C2CPBIf_DP?+ zZCL_!H;6MtTc~G~zZ(*Ozn9uR7l0&f%#!zlq6q7{WK`)e*sdI#{NwzJ?wu&8nMOGOT$_URXcwoYk-q6g|^}x^08^ zAKHB?Tf1k^H38qzE1q%pwbNE7A9+0M(p9;{~vfbO`P z4$C{<1BmaRc1I>Zo>sWwj*I+iD7KZ?&G(k`rRTJYKfat#ujkE)eWX~<=Th339-sLk zFQ|E$V1{1_ng~TYK8h>UoEx+g6|9sKOZLQCAE=?t_8CE z5e+|sGD?GEHJN({blI)tfv#iz{my{0B$r3kLA5X;56_OwtY)4z73sQzoeK0ViLUR{ zcXw^kfpFthUyah_MJ8xy-olTQh)*rnZdbQ0xu<-ab+lA2meyBpx9=E zALC=X;=Q-|zNyB7HwCz2NZTVSY{A|?*o-tyzF+(@hzlKWrHpf_sPN;D>F@n&N&{=G z&rVDRR^LlaY*0M9hssbe#~aD(NJ|3C^baun3+J|}U?kYRWI0yMT`=J{UTLBLoE>vS z(r7l1=v*IU`^2=5d2QivAaAl^RN0?AT$pM^<)=*RxS`LItZv6g<+W{2O%kf%0J|i< z?=mYdHi9#VjLb!gw{rp6&n|a?GmekS0^=`JUjLSjN6^T(>AY zA?pauB`_u(^He?c=ygV3QY412cF3C~$p2V6S32pbuo&!!&7!fgTA8MpK?;A(BDPOj z$=Cci`!jF)H$}R~rSNlr2czNQ_QNHqaP4lV3BFS*@m9+Q5+5? z6H_Vis~hv$Qf(124Qanv_{=q^tm<5Scm$Yum<_2uXv*~Gv!D>neQ16tWZDbT}`0^c+nKNZI|WgY4V&rn9!yljTmXI}Ca>D!~z@z6eH;o#@qI z58q5wZ)u675Bf96|gnIGUQ^rk+-pm6AtHptVX4_-`FT> zDa*jro7u-X3FaYM@GHan;~;RQiUl6vv^gH|84>9ttJ30xxRd5WAzVdd_UsWQJ^NCX zZIh-#cUg7a5#-zX17yQ-tF5| z)VZbYcvc)@erFbwifeCW+KA1s`s~^q8bFnEk1CG<)E>W~U)DQza7VZtLHcyYMUW<6?mck2oH&zU{hg|ErWuB)g@<^wX^eg;!tD_vcqo zSIY=1;07NB$*U~fTzS5J_T^X^=$B8O{6EeS@XpZz=hq)QG0u6|SJnJ|t?|^`7Lf2@ zd!M&i+JXp$Sva+6TNDLrU>9y{TemUPE7o^h#7HpGc1(rcoR+z_GkB?t{cDgWx2DG3 zoHBq8iPio|*gW!K`43B^rvOUfTc{}E1PmiuK7F4zV{WR3e%Ev9d%u^B=&dh?vuZl> zB^I{!2D1GFF<5HhFyE{wN%p&r;3jv(LX}MZQh<#C zZ$ekj6-<9iSP0tz^0cygg2y;N$*e+C5t3#`9WsnIxIWgLD>K$u%1z?_aUODzcDh-c z?6$MdsQM@+gu@vw?fXvSmDdoF{o>YByl)yV4eb9YN-bVhzeL3uI|iIUAv;V5@YB(X zgymPG!p8{Ub|2+iXUQMU_{v%Bz!nj)@B z?5*p9m}GYCC6eAV`VRjnt~D8z5l}zs;Z_4F&Ll(`Fp&_RfpLZDY0Vs9I)MrVt#0Gg zhxHWIg*n(-TsWfUd1&C&_K>EHcMcCTH@^x65fhXgftwTU^o{SkidU!`1ivqHd}j9I z;7%aY*2aIs~yfLO;7hSPdy&eC@Oyu)n%QkCvc^(G5KH*dga{H(v*IwAknlz!NWbb!U z`qk6FUDBc|zF&n74e2Xi&QP8I#)jn%%?^%lxSM)b2TU*X(7 zz~Xe{xZW?%Sq{>woN3pDZ>fEl*frL>9TeM2tRI|(?63XGb(jbJc31&hx97PpZ@_>R zn*WT%SVqLMbJ&i^gd z`TzcYsp4RtqIDh6g<9Q$lUb{Yt3W(d{Y&-Dk_6Or>yVTTB{FmxN z9Cp@6xdG&<`I`wgfR7B6tZ0c<;aQT(tta#mfn0mfFv$Q2@kuy1Sy1cX;*1`6CjXbs z!^H4pKOkfNNyDG@?*F-9|Atm=@n23ljl6b9Ih4M@l~;ozWX|LdDW+QmJkodaSsET| zmd449sjy>QCAkN-uG!2J)DN*G!UPCX%A{bW+T`Z!PYTng@`@mK^-7H|I(dB@!Nawy zuLB;+uL7Dj&11oU2=T`xff)3Mk~PfUJCY!qm5ElZ*L%Ra>ty$`L-weT;KpRl9sb#` z9j7z{FdWd?IkQH)fo~P4r{lmh6Nmam*wXS z+GQPWCDvriBcSD3e=2k>bR={Tehb?s8sH;&j)mxl9zNS0qJN?+IN5iwbvIWbb>Vs7 zl#cYSa+4IS3~h3NSZYT8aSK0fP;UBdE`ylqbeuhuwb!@Ie^Cj4>nN@>HPyahocLN0 zQBaXyqJp6G-bqx1Py|Gp)QE_b(0ff(1e6v50qII_A@mNRcZhW9y@eK92oU0)|L*M0 z?96`I5BU`4But+3oaer;>;7GpIoXb2e}Ry$3D7u}n(Ti5p44Z!-?;WW2hPkCKP*PW zgBqt9@s0pO^}iPrZ1^0)m$#aBuqMKNncXB3!kr)${K$a4IEd{zaPtZMj2 zWh5?B)?`n%xF4mnWYI{%w4$y7#|p!y`##1A9>e{G&Cnm+*jS?yGH~$!ylOuMFY@b* z=x>~52W1R#crlr3%;l}d)8B6DIlJI0jshQ0uH~?OwWjcsX9(V8X6BZuu-xh2byXi0 zc3)Z@V)O~=WJc^_RPBx3iTj_DNpDh6y;YGKZlw3={jK_V=u-GOs$xRdkRmditvP0O zQn-4-K)E48*fVHBwHv0Lx?uf0#)wSBJ8Pjg* z250fQ>O~`+*|>oc63RwO;=}ZkLC(x+U(hi+T!;Ocb57+-%wvPsegDfUy&K?2Vur(o z`s_{2u~!hg?|##dWCu(DSuBs~L(mn0A6n15*aBRpI=9|c-Sr*Tes-$t=e21rj)v|i z_@(}hXc|4Qgs`KSNimE+ z)iz|BzgSzD9d-Ji47mH{Mu|w7J1y(hgWp%bW;KfvwJ(v&eFVJ<_dNkSb4FTaJT8OKQb{nJWI-2?zbN z&AEo^X0~Bc@~g1%xnaD2BGsjL5mh=EMxxR7{<#D`o=7}NiiKLizt0)Eb0eRb|19c} zvX6mrO{r^SUV=D ziJv5gmQG(vr^ip-T8dGupSJl@rBJ-seZqM0K%D1x*Ik!_|2}P8bwfZ1(9k9U+wx7W z`$I=NRyry7V%Te#R3Pbo1Q$|4td~FNY3V^!EF|T*PfoSQMe_bXD)Q~>h4t{A-RxnQ zIpMgYjY;+M$^gd;;`J^TA_gZiT}`3EE@A%`zKS|fPcS2(XOe}EW%amBz0{3JrbkMJ zm0A+TY5Xa(@#_O!XenIZj<$V7%7~4c8W7KUGhO?~(%8*VLjI*P@L11!)h#0+wu@>c zC-yR-K<4hwYq*?v49#vY#tdYi>+TyndN@6tSyR^+&>*T5$R9Z{=uS4@V&+zBkB6h% zf#|EFlY*Gpw`t&pxkJ@=iiPKO4%YQEmM$unx8WNy(pMzLuS>q1h+g$jarzMOtXIi#rs+5xbgfuZB>OjxB<(HC;F z^bsGH6S@pbqtFt9(?2%ITuZjE_u|_#2F%b_F^I~1j&f7=x@$gv-PCv-F{t*{BWvD` z^SqPH?;Rr+$Jr;D$NsHI7DuVSapP*j+<+eQT^5q+l?46Dtov1}B6woP1Jj>AiRxsF z{6`h>+gt}0t2HFp9gqLe6U!M5Ko<@M0(TaWQ~rx%{ko=YO9F3heEc;NbQ^r?V024S zGE+foBOuE0^&6mCt-~f9*W$;CtMl%hbCtgx>8Q1laW*8l=?Gcak)9PLJ#;dO8{BaX0FNh0)w;*hkQw+t4RPlPZ~cMKV3Ra#32uN;f0ufcz_Rda62|S_UpV-!a1{i~zwk;AK2DWSz0keqtRN&zhtPYW1Txsm_O8#LqT4 z={z+`&$jl}auqLkn(;&F8C*{<*3G=(qQ8J<%up`+{eDJnwp$^&iT^mYuogzFxpF}L zM}JB+1_2UuSRR=$MC;5jzCker9PiM7+gS3deckTK-4F$ zzB1r&U$e`FBmi~%B6Zwpcy-VfuXe;Z5t=cVsv`pm)79$Ph_YGMY5!z>*{;g1q~-_W z0+4bFVY?K?iSK>9rlp%xMfOIK{w@dIl=m@r2X)*H#A@zB!lNx_2r(2CxVO9~)uglHAHe^Z@lq-)I&L+pma|fYi57FH7luP7cJmiX^O@7o8!Rqs?+@M`K1Bmt0ZuG zHYvVG&|-WXZl0JX6LHUSLnUBg{wCnard|d&qJ7+3{kUTDE!3EN(K~S_S`7>%QBeD- zc)cCIK33am#T03wv2&ZuF9g`#O*gqPBdux6ixyxSl zKtUi!TFg-8(yxCeW5%7t3nVcXN8o?jfwn z@T|hw=xy4QiBxRl%d#YTIOeBYdOzlyqENn%#+jy)kxtWyQ>Luw?DHY<3uP*}@QW#W z?WV@9Gh>TC|2@Hok|`+VQlM-6c%BRe1D z&KWBYdH9i&>-YU{9B#eeLDIo|v*qumbuG!v{+HOBkC`>qAw6W?CP!a&rnisb2wWS@ z?zw=ow_^#Z zK4X=Ez8^wc>R$e~o{oc`QiI<>W;p>QPi6Xz0NSho1wvy~Y{uVdySl)P>u*0_x&AdX z>T`n((URo;i+qz{kPxb@F~Q*ya275=i536iy5^SQ{u{_{vE92^pR>QW^Zy^YkemE};>b^Jun8 z*7Brq4K{s9p;=#~pVn)3R}O^Jr31i=znfDHuAc;jCf^*t=gX5iLKE{jhT}Q-qbgDU z9;^}<%N?)j3}g=m%q30}NJ9j7a}w>oh#?{Oo8T1AaF|z2Bg^$Zg;{U*&D)?EwpGA{ z#dfi9(S%(1nZ|NabCkTJF;k3MF1#*1X)kcXOPc}}k1Cv2Qb9Z-+mZN|L?%y`RI?YI z8SM`3>Z%eSK%pSP@X0?%*4*ErCKJ(lhak{T>w~tzt;J2s%at>bz5LMVh3#b;(kPc5 zQhEPF_F`hZCi_;QUJ7OR`6aTzAF|N7F?@=j$9rfRuZv-Itpp;h#v7_xf4TTv@ITVN zONy>k)G|R{NdhMlx_0yyXMF^{Bf*IhR=h7}YR{smmo2_!_{6le$2WNfA2COBxif^2 zfr9pUpUzFLkj<;mGs{eHyqdwZKQ|;YEc(=lhaiTeRpOUx2XN@P+Ak4%t6g3B9PWFs z6Mt5%2KWO~v<{(q2Ot{IZ5tN@3{82Ou7Q74fu5L`1l*2)2L8TqF5ES@7ut_+dKc)k zR%>s`4|UXe9cB02PX-{+c5Dw{l$yGG%+Sb@3*l{SeVcWu*(?5k3qu@SfxGKAxlCZt zXxS#Xcn4wbu48cCV(~V2pD}oeek#1JiKQe)!7kmfmiqDci2IN|j}99)J-;^_XJe23 z2Q~M=^(55(o+gQraCX?v_9buVtInh)-&$<~h#xabF*rpn<2djzrU2hO_*51~X)RkU zu1E1PUocm*YZ!LlYT2-MKV7dn*0AOu6|_t%eteTseCcR6a7&@>Oed+=-_IyNsP(}9 zM3G}!(kDI>6pS?bN5yT_#s=PL@E-7D`r~`&Dx;BF2~&wk-vBJqo9*ODTO3I4iFs6% zVwA#I_dDR#AiF+WTqQ=Ub=Ft zf2jgZdAN~eepXQzTra+2$?n>v6dZ5@9ybu+matLsXLB%u-`roVosGKc*pIV&r@*zk z1e@ZLy{w#La{47jFxCb8aqCTP*NFvRshvo1St*y1g4Hu}VZRgkxt?=OrZ>dDx)IWr z#x)k;9#CTX?fr~z*9|3n-1Hx}_DA*d^mhU@G$n1fjRu`uxdZ`_x) zTu#zzU#XLu4z|(@$P($&+>4x(OCqZCz*)?~eWr6DfUetH^PdrRmU}m9>_DzqVS02m zw6zKdhVRPP?U^y7!nW0eQ*CD}c4pHpp4{8E>iXlE6F+Ct5G!U(6rO`tO2t(jk^qM( z>>>(lg}h7oJAb<~I^)#KFR*yLX_OaKU#Yiwv8K3i<3fT!O=h1blr~6l$mdiq2`THo zKi#$Z{-VC|hilk&=BGkK#VwUJ552ZQc%lPBI#=M(bFags;$`|t&GK;5#ziA?;TzZe zizG!k&n47Vdj_Avws@=l`p;^_Ig`f}K{{4wwG?5ez>{T4ec{Z|Q}i%fK#NsB_pyRn zV{U}UyRK}DpjYud?cV`JM(+L0w_~QVbUwHKAQ&a17hPt~-$jMc>mjvC%S)WB36AUO zH-PY|Ojjj1VuDzRjgmSy_#zB_9r+n4e`vQneFBI$H}WNKQtJhC#N4vv7Y)2=9h|AO z z=iuNyD=Wal#ZZai;!K#(S_!Iok@Do|ENT5-$$H6FSmlaUZmz5pt@5Fl!(qgD>F2Nt z-LdPcwDJ7i5pt~&l>e&1Y#l@t*T&W$*DmDZMroo~&$gB=>G{#71^>tg*z8Xy-RjE` zZVJN*t*uB}h^8WYA=FvC2zRi&DuuV84SIj~rE#@{x_5g^>qhNE>RS!cmjs;*m z&D(-uUuFE;`{+zo?m-vw`X)@^wNU1YuLH`7kU?Lnc43?xaZ;Swwma0v{e=H1E5Glx zhAqH2c(+JTJrYQ!@0W;~`Rs0Srh-WOyMCF1NBsE zjLw>h(s@6QHoI|>EVtE6Wm-mf);x5-Q};R`v2 zeXRAAQJ!T|a;*5u#G?0J(Rj^OCg(bZr8tq5^WO6W#hVi{(ly+k1`je7tLXhw zodbRbbi}T9>SSL%WH(|PA2+Zbgw)xU+5fpGI8a&I46ekr6$=iF#-2EIg-Nle6m;h9 zxoO+h)JA^d@5Ty`L@kU z7T${hrpdZ;M#ga9u_>RRj^Q4jDib)YziHN-1Kw|XSZ>HM;wkfhCkhZokjb^u_P*}-e{0=XDoBXkoD%I zsy6eC-;Hg@rU&7VrX~1(>i_&rojcwDw)u0k%4IC+hYfECsPhb$i~*t{g($5?tEip) zb8Y+_FX1ynz9}Kb>W~&h01Y-hA}K8T zHaPFIYgR_h=7cDG@s9!)upsSnWyRm~c zu4RvZkcUCe&L#)+lUQPS=+cYVc7Cx?=OWb|p0_T%&s8CJU?Pc2Hmb34Qr@S&X;nt? zgBiq_=|d&8sfUb<20xJA9Qxl|xfKwGSGdIfjwZ`TZ%y1=WCAvW*2A7n7&og-{?Q%7 zKS{HQL9pRz^-VD)`{C4eCm9Zow=VW9QOCBU@w0~vI4P-u@=k;qaPvae8}02qxNZ+O zoa$TU9btS(=9$}Jip77RI@!MTpJN?o8=`LPHUr0{Sqi75mtiDN8ISJM>BPT_Pj}U& z*50KK+J{<+wAaIKDnH6{U_0QM(R3-Le+^&9MWk0U*iTHDfMXQ~9(7ME{ek#j#1T(0 zvKIgv$c~<**~9|_LQNq1LIwwyv~TrY?qj%^*(Vw1ZsQ15PdpzV3mG8B#O@b}o$7m% z;qkK436f1}XWLk6`JwRm@cg3*GQ-KD(s;B}-SLs*4N+d9`Fb%>q|T(d+~OYhnpU7bwX3KWWpc(^Wu?;| z#F7k*okRoAJaPuWa>ttnytTMnxLiiJ=p^M`;g82;{KV(u=xm=6t(soS?jjA&34Yf< z<#4)EUncEEAMajW3-&hrM%s}XOi!&)A>FOZtxRp&7!i=hp58T_#?$}e_~>Ctz=Oh6 z)7Co2*6On@+etV7Xxv0LoC)Z-_anc&H(EEV@=|gZ9Tonsv-qzPoz77%&orZ<*0d2; z`6v$q>aU)f7m-~U^*VfF(AD>cAWOF2+#S^Do0GKq(diAuS?%eGcX3};L~!CGtd$+j zo;WXE&MRa(aJWU5JJ~Yf9nV|)p&yqB?o>B|2QF8G=7>l6uLHZ*1|>d4@ylA@Dd|1O zWE)$X=1K4Li4H#95U?GmSoLBO(3_}l2@ksZa4(m+D(&Us?lBD2^nfc>Ws|rM17;65 z^`5!OnYoTvN5qEvT;x?88|c z#b6>E_9Jx(mr;S`?BPH==e4e>H5n>M_kcz{3+sURzIpb|ZC37vZ#CT@(X$E2qBDw% zkyP))T+>XYGc>K9^IOdu@ zCuHs(@Z9&IR^M+*2_RY4MSlA4#pQf6p`%BD@G=X< zz#a6oi}SiUtet)`>g0u2-B6ZYrbRee8E77}EwJk~5iX{c^Gv&oQujxu8vDW4+Bq>p zX-wQA`8sd#k<=A$)lW^Gfx+cM3cZisId_Ync`fQ@Nxp+$bSzB72iZ3v%pJuvQ`7>5 zcqd&@k>m&~_M*y?c$F0XOUvxIY;7yuNfi!{{NAF|JC#7dzyebEY!l)kYV{nve_Tvi z+j>XLwR{_)T4P{wP2oo87^aGwE)Ad+PIaF}fVm_sd!y)yNu;#7Yb2{c9+B|+X2;+6 z7e3G21qbmqy&`C}#}}dduF2g$kt?1jwv#@4Ihwf;&jH(1#$$z@0<460*Yzh&*Q>04 z|24(*_pun5ox8!a_L&MT30rODFblQ()neiY{QUYbR-_$4X;>fLI|L7n>DzYF`g5o5 zuZII&lP_S#n57ReQQ_Sq7;>-j%SirqMKBxzfP2(ox@=a!cBan z)Z#3`s*+Ns{qHpY1K`JQUf+IDQVJ?@%~AAnVzBqn<2BTTg^}zboJ5 z7Su9MbNt$osLSZqp5khOES&3EzA)V;oTg8X<4|Y#HtcYQiTyx{kGfI1h<2{nK5aWQ z_|Yxj2iDc!O0PV9zjF+Xm%9$m*-m~$e}{4a>>U7r#$+O@MuCZNEK9BRaSImKyFXs^ zS!cWxH#T&3O^0P9p9T8D58IlUNEY2_b53}2nS*O=Siyk|)XQebR@Skj!kV!f<4ap3 zLFRyK+Rr7o+J0Dj`nm#&y=&qQ5|E! z4q+9|CXaIxIz%M{#1`wZ%v;1d#|SN{v6auVqkicG4EjiiX7e9ax%cO5sH{_WpUdu6XVmS#Ug6T1grf>d*`^DTv)s>oO2dma45kvGc(b< zM%vWQEdemNfDw%9JR(#il3##9YERSo5ykmHv{;G;&6zW0oE#5GBxwEEuIS0KZg*N? zS?*7UA`>Su!ZO10X+UAWcDx0VEh86*4F$s6iQp4)B|&YjR0BJ%>ILk#Gn+6WW6LB6 z7}Atn3p*Te=zZ;im0oqq@?L9tS62b2dGWpbPj}IOb%Z|BI69#db$j!AX=QVwQN_1f z)G|ynxIZJIsd5)Ja41Zlmpc#~Q*AS{=6?)uZ5^Ys)*&*oXL^VhzLWBKzF$Qk8lT9@ zi-&VtgE!0XyHIaY0t<7#0Sa}(DmTk|dS@lg)M2?{Qt&yuG_7sC?x)D_bJ-8h4Pd>Q ziFDw|EsGBT9%5IifUc~DkJU0Zbnh5w7Eez5AUnmlHMoOccujq}tY8eighC^vNb@g7 z6={GX9ttpWOGhgvljhcFnBgz*E3fNJhy&En{==U7ocg!Dzb!iNnEz!$GHz6SyuvKRO6)K*Hbm-Z+uqL`{-HPm_}EL8upn`~ex{dkFlHeYwnsyCZKpBFVfxgSH0sMn|g+oEq2(-*85ySIi|7aHORJ}5STxCfUZpnXD`wA1sb)NLzCg0OL~{K zahp-U*v8nKbx@F!G;{jA0&dOon;>lL_D_hh z1l)G^!hY`G>no$yuepQi``5?nDV_xS4p^i~dI##RR)KxB5Fj9D*sOdDq{4{rhjuvX zbx|JHj7hwmhNzO6nyE;ul`d}=rvUl?SNhFi;8f{J~6l%VMPsxeXE1n#7% zlYgufsqzQ|^yg{U#I(}rbwO*fCi+a1-3}32#fZ?0**+dO3GIrOI?rnqp8Q zD4Q!3BFml!ykXt;{?c;nmeKE$^^43+Bddy@MTC8&vt@#%GAoM~5yA6N!(Ttg3|G;C^`)CpK}+DDwBBy9*?I_;)X* z=5B^*r+jzM_3dy02;pI#BfmVOXO;D zpqNI#_XFy%TRInsV8~eYs*V=hDrMX8RIi*i&M)PU{P-6zOG6xXtP)m9xH{X#&VEo3 z!9#p;$V~-^A5%G+i9hHQOQYZ=BM4@-u9J`F0BWezo6JzROsw25G)~^zMsszoHPq9_ z6ZJX&QsOc)mHGwV<&U5g=R$x#<8B-8*;k<4rIAbygukx-`OMl;67klE`_bnU`wOFs zJRwEXCHl!NwFYcSRk^vutIw}WMGe`%KI?MQ3IL)-NPH8aNXz7}$Idsl*xJ;6Ubt24 zjm%i(E}A0Q5Zv%#vdpl9u%~7|S~&YKEK$}aa}`%iFSXFX#CQHKqN&gSXv8qx@n+d} zZ=~7Fdm{c6s5S5elc?KgZUan8d~@hPXQFSC?9Sv$)Tc@xe!*S};x1T!eMh`dO z76HdKfc600l{}}X4X*riRCRDa>_O!f-y=+3e~qz~z_|moB^zBo;@nsjcujytlQYV` zZ1{-+MRULQD7THCdOo)ubX&{5RGH&-eZ^~8Lmp7wRYU+FO!~hiMCC8zu5J0jVnJcT zLTnSS^|>XwKsUCP>HxDtRnC$TFwMNAvgcb>iWAQ;9z=Knqow>wXRF*}41n&3 zpbLe6OK%C#iX3^Ae?4GUC?8qi7(25N{|Y!1_e+%Yr z>K8YFTrYDx$=zP5qZXHM3Wx zD|AoS{F-Ih28E6MaG$S})BPOM=BKoa_7HvZjMe%pm-xUCw6+L$!`5*Lc4zYMlWAi9 z^ScUk07)3Wn;wk4ok0>={8^Douk(4Z{nuTVQ5s%XvUTX|KzKRr7thKKwCct!rGv_Bm`<}eO9}Z>0I$L6JKjak=o$`>fz4>uRw@nL8 z#?*w#a+4@>NmnBLF$CnrL~ht$x2HN&DKa_WtQu zU-}eEY=`-UYwRJTq+%2JX=x1DgR})4>D-eSk5eYt=p%}buP8WW~ynQwnF@)|D7Zo_!T8A-ARh}!NDJ4}pe#3Is zyd!u=C@UD=7Lm6%NoeME@XlUki zc7CVaI?C^$-k2xSz#!4J3$|(+?|t%oOj$=-Y{Ye`fOjZ*$4jQ9EoZu-tU!2v>Ap95 ze_8fb>jN&28nfs>6H%MN@vY$Z&fotFyy`VBA=DUGuQqM)Ja)iHXh072d}ME>Ve~|8 zlJCC1;SVFnyjEh>s&N+GSAVDbpVEI9bC8OFaUZC&bF&jV$~PYq00#w0ZVI!G1;o!N za{y3r)pW@i-Yhf|j&2CD5HS_fSTqas$?QA}ES!6JSoWrMu-7=8>y1^Tw;wh6PT^v4 zTIRWON7Bxr$Xs)jBEB1phm~S zou@pK7ITRBK4Xhx&{pt|(hdM$PHiHx+btStNSv~{YaRaM!uHSM_s&Acok3mO=WrYtXfed%6~v zo~hh>b?JXESk62_1@alp61wP=y{uWt?vJ~x>GcOHna8=kWYMkQw3U`Cbs8hEr$gck z-JxM_KCQsXo!FXW-RW=x6oc0@z}_3`x7{+b9(w>qz^?Kq*lZfc7NG7;366^km{fDU zOY_0g=MHC$R?>oK{x){B-6~ynPYX|n>Est!FpgB5-b@NfmYxoLNt5~xQXh@lM?DXO znoQS}e#Vb$`f{s3NYtn+>3-`MWFDoi;Gra^7mK&nR2nRiDfg9LukwAERaVi}=Li~C z&E23dRu7?LW-W|`76JNf{W~HT3H`K&W%I8=Z<)r>-^JWdKe7jm<90k&KJGftspIE| zi(bj=hOPZbo;mt`y~X75Okh=L<7x|!L%*>K+vEHxtmH2TL!~AhG1nvR5&^%Kd*| zN-0t2e%SxRtvH0F)0om4pTxdpJHbsS5FhL_Z@VsU3OS8y?$OQFI?Cu7oIZl>R-c&B zWimt!Gw=2%Dm0)*t~gGP-qIXmArr5+9ntjsFB zO4eu!!O!-)KW`ZdeJ8Mi34z^S+^2-aMCSX_GjzqKoB@6|PJ6F0E($Ds-D1!m)4n5E zoHRL>dHUWAq=6U8(Q?DN09b-APShkHC6txfdxxhFnqJR*8pqfrWyQM-CWrglMDLgl zN8&6PO07(W8@jUuu`-6+G@Imt^)?Zv>MzHTk{S7Mh0oIQ4qxoCg0A?gK1H6Y{SoYN zi4>Znu-s$H&;Jbg5_ZLg1`dk$U2$p0xpS4XnBB=w%`;Dz2?Z1J^SrZJJGhq-=Sd3) z7C>~{5kp7fc6T38af>ZI8zCnhJ>F&7Rm>CYRY<$)Q~9JuqyIE%H04nbck-CzKPukm z{ib#RI^%6%{h0xduCHbr8CS^aokX%qoI36h9 ziL#5Uf16@71m?Qd@A&bQnJ?J)&eT3Yx}TAH zg&lKk1RG}ODno{Bgz}Wm9z>}D7?)x7DNr#N(X5GeU1_sdgNtWz}HHDaK_S;l3I@p>m!z>zri=yj1zl`wy9> z*QUFRw8e8DVkHA0=lbTx@=}e&-|vQRHSvx?OT6Sy;u&EP9izY6VFFKTcbU`NzD8HS1E{e zp8mSMGH;co!s|kx=BksV#9Hv<9AsM^DKtcRvubaOW$fk_{A~%-gWa-6R(F<4Aa>V! zXSE??)2Hdh0;&7R9eANncXxE<*t)E;03!kvb$roTq7| zfm8xvuxPw>twSkeCXLhFEZFAo0*yCfTgy~hof$San~{q#e*X@~&85!QXa#$!CN<)N zgQD6fLSurKA7a=Q@*k)wy%D%gzxk$G%n6g{SD3b1wC#&&za`Nf_rAjo4Osc{V9}wb z*|&c!;QhsxaNi_p3PaeT*zJm9uh(%yC(v!j{Xqz`kMsafBHi!Yys%Z;09=#=3Q>82 z**;z7Eh#Il?5V5xxz{cC*e^DH6ZREJgLphg=Gpf!iA!65>5#^;ppljyste15l<;+W zlRCsT7i)y2Xg)8!dHt~O4rGq9c_Kw%?Y!~E`1}pVlfnf}MP=;tqZ%Fd&`uu2XtN!w z%|ZAoj`X;?(^TgRl3L2~xsBR%_xtLIv=842*nGxg)o{XLyAcyc9o|p13~L zHkdUWQ+5cElWH^x^f#()szZt|;gtm=@$D;P78z*!B$e^td@Y+mM=A7J{k?eB?^)5& ze}lRo7JeG_#Qfog+XnI0b;&3N0r;nEuz37ra3 zqc4Dbn4kJbb^gq9*t3T_}HLcojKEf!E{FqK0ZS2WpK(WH6KZZ=h}D#5EXc}YXAI?>^n7Wbnvt2OB`NXUOxu^ zpWZ>)cJpQw^2Q-D1bJ5|z&%677yfX@^d;&R#jms08)dM9?SPo3F@Jsb%%yj&OTYs=4OGVrU5YzDF*| zOi?|9K3~?F)}!xWdoqUZHo90i4;{j`*2pys$ZvE!bbP<~X&It%ED#rwyW8WGwVq-K z3R9G#t7e(2|DYS}U{j5>KPpLF7uyV`|&%=&tX_%M-u;QGw&Ec7hq= zxcM;IAMEQK$0HABuHBpwcze}BKYqfoMBr**?Fv^VktIN%H#S`9>m-^kvo!%ud_G<4 z&8;MmSynrxU&V3;IF?-ez?qyS);AlfUmi)-(|=tKQFLl!2yR{m93}?(&V##wAIx9J zWEBsWPQ4)|pNpI%Q!GyR-pEWH!sSyEm~U1S20gRIQ~@4{tXI7@Mg?*U99y0-6EkqZdhXS8X9#iK*`+Cg(s1Lk0;$^qd}MO zT!>lCKW{Hy)j+V5n}}?Z@+~bZ>~=&0DW?!>lT(pd68_$9%tv5rL|b zUa-c9DE^4LJlYC+Orv9e^fWy4*BF9(#+In3#q^hmajG1p49>GUktKw;@{^QZ&S!h} zCJwql!S2}WfXW1@u#};+`{#7Awo7Abrs1{v=tit|Zf%$4c;j9ti12dOyG35BVUBrh zaXd-3+RSwDinf{O0q!}tVIuV#uB3uDZ_rNW0zSRw_fxUBQf23!hmut@vf@!g)mOts zqx&9ymHX+$*kQ5&q0qc(RM?8C^lu+l=%g&`5-ApTiG(G7sU}$#nAs(inVaDK0wQmY z&zTBz;Jw=^ zW0NGgQh5XM<8k=UOwM#}T9Uz6huXE`>#jO?KIvx&zms(sMIPgKD)Yc0iCpv9Cc$wk zcK4Je1Edxw15}EpCr$J1ggG95l!%y^u%H_@YCgLf7y0|mcn6~!B=S7HeXSvs_@1Es zFxj*wB62cpT3})fo4aVyE{w2Bn_oue_{{qFC&c)& zTklZ0=R(9pFq36Ox2?g+?_F%$E;F&8^tW0*B-7Uk|2}S@GI5vsdE4fM)Pc^==@Tb~ z@|5)?JXpkMvcYC)k`?5M#_U>lsa`Hb@bT7~Tu?u5xv==WM#?U{VD3H?(BL24B#R9p z)BBG^Lgp(HzJj?bTqWnHm;^qpXuE&fo>d9tBqR{?h5~H&i)12m=aD#?dAQAxjxx!p z1Fc0jRATK|)DU)*72Re;OLLZ9m_~K+%h}^;lS8DS&lOR~aN}|_sDd%A)~U4bA$a!& zmKz}1?)NPw>_C@5q4oFE^zt|H$g!7*_y4Fo>n4VQI25Ekn!fYkMHPUu%mY3x8Gelj zgrm|}j{H43sG{L|8+MB65c>Ww>yXI|C< zu(s>+EH{zb7|+{nv%>3YA|3c@f>2IItjBHeE{79ln3XcnMUK@%$7bxS;N3Xqw%(qk4VV>O<+2Z&WM(L0acm zXG`n^cbQ*RZLZ3-7ye(gjT-4n=*Zi{4ej3IH2AyV>ah0}&LXdaGa-jV&|ZN;!d_Id z?^Qm{TunRsKx5na|zE!rzxL&nF=2WOS1n7!$@v>cQ$lL#_V2dO~s z{-4AR_u`=C!{qLe)Bqm_zFu{%M$~YrRQe@2*F9QSC$fK+F(1 zRh8-1)Kh^XV5taKj2a8>Dw6zvJ5adB2IQY?d#RR5HvzZ}`P?t7Dt1Y>qdSTR0LOwI z;8;|Yj|;`itwfFz3~)MwO)jYcO3SJ9_Na52SC*7I#U~J$Ny~V{d${!d(2Qae0Dvv8B`fNZUWOY$NDIqxn zHr3;3dC2lWK;belah2PSnS|;1qv@PUnvxw>-0JUHdf3ibP_kXGGa4ccWHb~BTBlq& z^k2n(z{=pm8Ly;Q+ zCU$(%Q$O5HW*CAf(x5HG< zV>NIZXmp0rwU}SPM*hLy7D?oP89G)&2IA|gU#Ccek?gS}1(-*NK+CZOa*eFH7^vBj zG&<#kw)D-xGYwRk`u|LNVg<%G-_aL1DO`qbPZQ>em_LY~rAWHoGsi3yw|h{}YyMe5 z(IhtDq8Is)g>Py61m-Czolx&|!VkN`1Pbow*S&X~F4$JmW=l`;*YWU~Q!_&yllYR8 zgyj=tGy%={dkJ|1kGL_uD>-YW(=dEYYd9@cIVyCoG~M&<^`f)C`^2H(d%917(Ut#S zFLn^{`>g!3g%NL8|DzfThc&?nFF>a%du^ceuzysWQ$*}#1Si1Ic=`vs{lNJjRVEWQ z0K4!Nau7Zr0y$y)M>SHp#4a$>$ zRFfL}5K3IOPoN`bL~GdNg8vT`@c$bR%q=-wfj{2+n@n^`C&rUjb2f$8rDH#|Zs`WN zu0AJXOi)Ht-1=x2H66_TFW&&TG&eGz>lwrNVU^iv19tb(|IGCqplM% zb&{qkLz3o&2m1r+guPZT3fHh>(T?StUsWnmlDfeLm;XbPil%=(##s!kuaR?jdMNqa|mw`NE@JK(tXnoD$VrbJeOe70Y~uF{3J5rJH_*1Fbk?W>yJd`IxcLW_`sLSWzo*f#E7 z54DbJnxjk4&>|AR(SD4z-)Xr=@%gyP82i@2Z5`I{YqpUcH`y51?te{2ud<^g5z-%! zhN~d-=%rSMCzzaNQdcAtUFUV|pCYjvLue;p-+iuTH4$F---?9%;!4|liui0gKGA;S zE9McP#%U0Auz(-8dRu-{It!;UHNO0t9*f%Pu+B~!lulibfh=o3;s2{sdY;K62!V(L5oQ7j$! zqRxG7 zE~fCs5*st@ix2&_englPP*vzOdgg46ZW;VGqmvvV@_Cg=_ObDwqr6!uJ|K?UD%CEg zBUS}+KfTfLnkg=B{_qwztABieQ`RY-=0McQ-*uZQ%U-rsZNu0cC@!gdZLx*1wf`c( zG*iy^UQ#2Yl^o%V3H7|^C%b0aQPV8!$$7amVdJhZ*puFfUW=6)uae~?BXd_nHi6CI z1a1`~kH1{-LqZYbS_Wd=4>gkgtzDWTr?>qZ9@>mLcG+k1uH za)0XBBa7eilZ^7b-;gQPAbrLdaXbrw!M%9`)8J! zeV0~iANJfPUvcJe`yiu#s0-^~H`2T*Uvhqj;$(Xt#zmTiA80(Kz;4a^MzuOP0PnGT z@s=rM62@C^_NPt%kp;B)r%i!TbhUb}m+ykLM@$wOf|<7$Zw8uqW%(w(t{?T%kZ5n0 zVeH=N^%u$PaCNxRcohAAvMliXQ;T?7T^S5Co4`C!Wt7NxA^uk; zD06C+cXTN9n8WBe@$R1Jwn%y0ov@Rx9H1U?}qR{k)v=CebCrwi`}cpH!kZ8pmycfKWHe1 ze=lrpX4gk~kFNj2D@ofi{&B`6NKoH@cz){I=YT5D+r_^C#sk`BOI7Mp#eHJvWySr~` zNHvqboeI570M`k$-3T@L-l%l%etl>}AGaol3660iZ9gi#J(#EV_xEHg_g>L)&WJ-~ zD3J{p*AYT{!U$KZ8?VL>8g>d=IQmB)9V0cHFU!{nQOgq%rk_|*#h+-7)z;2FjbP3r z_gmNRj-$5hOc)2)W(Gh|qd-V>XSFI~2;mN6+Lr_41lnp?CBHn`IWc>5v6?pHMH>t5 zYSx3z0KQUhn&m}OXc9I8);9|SD;Dk-ZhV`YR0o-T&q61 zRz`;~A^Zr`y_)LDuq1_4s_4LlL7R>7pYYM*{#DPSe5vA8NDUYZ-HFp<+*=02&dAd9`#nN5wmWJ4ydbw%(HzQj*AY_#1=}X8qTN10Um)rz{ed;Gs zDV8a^SDXu|BXk>3Ikkt}J}&9&{70q~{(e2Al8!BI_$Ow{?)TQs)vy%9X&)=;If1_Z z;vQoTmSYwkW{EBN$uNVfN<)3soFB8i7ov_BATH_^a@XnRog1%gYuBe>UHS*&e|dt{ z48^c`CDGSDzv0{pjD%z>C&X;h=IHk*)K?A} z51qzWnMD6g+ZjE&3&R0tzvt0^e9n)v$l8NJU$VYga9eC@(v!)jPkvDN0G#^sSefLbFKz+d_m z@SXWzj{Fh-yIgfkH-bwoXSjV`G>=x}QQUkC6OfC&EOdkLC}8*HxvUzqSe_ADp{*H0 z2)gi|A?o5XE8GeeL?ve}<6mh`T3K^HJ7EUA>NVm-%5P<9`%yIR!3pj|pxUO>o4ux$)ehuecO zltWO5RkqC(aFkw=!y|Lr*O~pdRglgF*+0&u^8$^+CQJsQ!P)gsC085)Y2?$SSh^t? z{M@E<_CgXSxa9pF)w>$ZI0g`%g0rli^(Q`??LMNj-*WxLd*RUuzL#BIgVGiAO&A1n z9J+Ex6}S~WB}&ulHZ%2`AK+|u>3mk+Jd$F`RSrAlTRhi`1C(2mDYx@CHF!Z@b>y3y zrYC%zqGN46?uHjLeOkeyca;0dJ51n(r^xpQLY*4Q{1wn1hX=vh zgExXM4BC4iPwFOqa|}|-_5GnaU-27KgqU@que!g`$BKRMVjIesMO0IceLC|^E>SAp zx?X^e(8*U^Nbi=F{P&#`=hxj*=Agsu~4b_US zcHR$1X&*PxTvvX4Nbr3%w7`kdepPH!N?>W6+RMYjQ_nH|AqRRwgvYtC-|)8N`r)Te z7<3wc>R6ss+^)j{g~b&9@dt;$5K8-PhuqnY0)=;rT(tduonFD9ar!lDbCDdDA!9tR zR=t)@MpU#F3!h_%{NnAFrQ}7WkW!Pk z#i}%O5`H+p93S$>kQ_GNHm4$aYFxMY1x((^g>z9&?CZ#6A2}&eQ)ZPdv5E)v>sR&h zU8Z2LB$d8Ca=OZ)H4HO&Ba-fMQ}7IF9DLw{ZijuHtT9+1udO}MEIaf3eCKIY&HE|> z#Rcl13#h`c@epwD5oX5i1%G{jXH7>MqaCB;3jT7{{mL?Okn7-b3xMfFAM@8Z8uF(U_Ln4yPA$m?&MkFplez zpNKBk!#2X^EP4dd5ujAmwZMr0*uh}d@|zb3aSf^giA`Ty=l8a`u;TI?g|W$lE0fXj zKZi@iMEJDh z$(Xyhp(R=N6^rP@;jtU#R}%xHXHHZ~ zu|`d@n6Z@lm=a|<1cJ(SU{kYh;#V~!IesSeNQ(5$gH46eSVsBvnT^KfckVG%f!RyP zu3DGW(8!agOwY#x@8q6I2%}jau5Dn+0$3xk@YrJ@FJ)fE%gvn&RSTI{Zt?5hMz08L zghYW*VTja-bxDt>89$||?vbpH=Ye!fLp6kA{-gCq=aLci-!OcACP=R|lmg z(_~K4+i7RL)mECOm2#VAvZ4~cKobZx^j@o}883D1w;C2<`{veT3OV+-PP9yMO_>YH zalB)q(8X2Ko`0ON{Y=bs>nS$RG~iu}1Yc!)1GjTK9gyi|9nhIHHk+W;{T*lbBW+1N=)+&6Wc=!i1n2C&k4a$HR<)nt%$pO{Zl-WLXQj?)Ozf9&fNSgHB?z!uOx4`P_oPS|e zs&z?j7wz#%?j+vvz@ABQ>$h=Zm?pL_e^HyC^#@lI?|NNrjO(g#W>C9j?X1S{dr|^@ zj5C{$4zUTho@*CW8XD5ayLBH7oiM4%YPgTZfgb+KH)5M2o*)8YPw%_Vj;U2Mv6lq)rn~^Th}p6w3=ae&G0r*k1%ZE zF=CecN7?U-g4M1QGAP$-Fv|i&0wpjB!Tb(<#b~;7R7VfI= zIkm^qdH`@2G`@?3zN1Lp=T+#=!0nO<@>Xb`pxdR#DTBh(o|M0wMQP;C(vF<^e?)J> zxaUoq<`7&G>+x$}_ud5D8Q?Ki*l~vwV?-80Wy8OrM!?OT%Yez&0=Usm~ z`+|ZkUE9+UGvnTaxtFb@ucYormYEV+)S77@SDa%jkU1?@Z=8fk>>Bn)fqfb& zI&`P1%p}zEI|!u7z&s>-gaxrRWTG5bAh!e0NgY<=^u+es<%9?={3ICfd$ zlqrTL{b2Y{An*n3US$fFra#{YtRDR%+bWT`?c{Y|)MN5nk&?ssc2??0RJ~G5xB?{! zL-@+=SSeC<7+omMwNpO6%<7#uzUoAhwQJ@?EsC$Y zb}_k`&)&6|!-NJ;gdFJf`2w`09A9PZF4L*1c>vG>G;pM&a48AEbZ`pbIGZGzd~Axg z3{n}4ULQ!D(caQ|fjubo6TB67y<0 z2ir-+?P0k;?e6MjJ!Ky)vHBe!aBd*ynJ{F=%I68`%QOf-AIG2ai8<9!2W?BJh+IEY z1lgnRoT-Gpn_}+X0we6*tJEi5L~YrfHWacEPlu(!{7F4M+eUVR!qpl5Y8y?);V*aQ zT_LdjV6m^()pvN~T>ASp-G*0(drKR9b@%)MeBD;H&edA$E#CnR_U*P0t~oy=xx9*> zWk?MetCs5x$8PV=9$yrg{J-F)*D;EiQuy0ACL3uNZ9^9h=cvEFGwX=MrxK-*Ny`n1&k$@fl|PGg zyTv!*)GcvC{(McInoUMkl8*e2P)@xIF9x?4D z?Qd%PmMoD{u@@nWt!zveRrd>t@+%=XiO!$ZY}_tWizQ_}s+0C)Bu4>@g84SU@3Oh$ z=k&BtTBIXyh3hhl2-bxwuB#tp4Tcu35wH%PJ?x`^%EiWKZ}C4y#fdyy7jCfFQo%%0 zMfWgm=I2D|VBttUTui@oyDT4oHhgw7H@f-1>baKk z_x1)GUN8Jwj+0}Z9Nif#DV=#vuD0>|SKzBN=CazIn4e586xL-YP1Gah5`x@fK7iRRT0G6wyNpkQ$bP7-SS z&f83If}|z$TE$&nzy%*cm?ZJk1HJ8h0UP>Rxi2A;^iu%_3Ej^*=T49VV(NVsQwXD; zgbmsj-kElmCJBH1d4T$lwE5&TOq-KP4%(mQ&fH$|PFPPrtpC+l-Q**|(oZ2KPrVT!-BATvGZ&4vj=)ycjRNDH{QD9+w{s5#J`z;C+x6?? z$k#tSqnL`rm94M5PO&}QoOb7&^{l-zZ+@%(fuR=eNFFY-;8IG7aHx9T!`Zk#aeon00`MU=SYq zr-7$e?mq>ibC#%N+$>!3zitBa-po=;&OSP20p%&3|M&DaZ$4 zFON=j0KOOiC^`!k-;0zuS?lWY8C}zxJ^}4CtlUCR6KcdlLjok~Ju)9}b$`9H*IJeN429|y**k{-v=9JWJr z6r6nrJeiIq5BJ)SnKudg5`~QPH6emI;}azVNYj^kgQDm!hHAiGjwZqwy3`_EL-Jc+BAT``2%EPY8xOB+L`3JAs2D$i!nB#~@6hv{SiLNuW zWrEm9K|L{IMq_97-zH zocl4qE=OgPU~uq(9xQf*sEiSdqn;VGj?)|%Xr)*aY$pS?)d`Piwf9~kPSfA74d`(P zis3;*5HtsWHJ%5|x&?ZJc5$~yEWk1O@+H`L(S>zsqh;GT_8_}FDTKp3SibID-*FPb zvR-N5Iro7xs6mH5(#_O6mkSI7+KP?qKNH2AT62lA!EfgRC+Mw!g2WEWk3Kv3%gBMQ2Xn{{&5%#P$8zo=Q6lbfz`*%Uy^wKMWN3 zwGsSV)QhjN;bX5Ji~EbNXCWD0;A>@p=?z6c(x0_+G5BqoLW?gZQp2rwq{^a}J6g;S zQoqrg3BER*%%=a=)5sJ{B|L47*zbX*@7 zCJtyT5N5ug^fS-T{RGR(e)c@6lvwwc@5$eC_p6U-KQziSSCjWE-fC!(IWMKXk;%$l zzF4y7>sr9PBQ-dcpVT-$iGTBW6!pZ@;<4VjfqRsd2e&2Kfg915R%f^T!+GkRmsDAt z+QGspNFac9t2%^^r?PBqbJt|7y{7JG@ziQ{Tv)K5K^i1=wBhMv#R%2khs!Z~0k|Fn zNXT|29-X!w#*DVe)OB$$F~OyUE%%&H;9pb5WcLg$8<@YwR2OCrG3FlFY`&J58$V3$ zw~{XaU)sl%9?goEP8NX2M$?=mLo$=)Li;UyEW&qRU)*EcJK8pR>X6Wl&)NBeREPEl zc1e#NEc$RZYU62T^f6OMgS;2CGxFa(m^U=h2g9D11$&d2DV(Y!ZWfm_9reA_UJ)o|og()r?XyVX88*`3)t zG|kiPodGb7!u#P0(7QG}3iJnic?k8~TbwuJl4wI(9-JBA9#%)c6n6Li+C|G(*~M+j ziXWN*;mHY67taWS7%1*dOtef;NA?YefbI=jOL@kRNtjHBPW!cc)fPpXu7Oqh)&Swz zcYn}MY>`sY=FyIRCnM*eWSv~UZOlvT)wIcxngisTj`rJ!4R-NT>*C-rWlt)7xvqkP zl5aX|&u!q;GoUkTUQVVea!y11N;Pj@Z-loNjK-+wAK6>fL)(;*%!jaE#E1$%<20q= z%ZM+S!=iiQ&`649&BFEccf})Dc!D&5#@P{J2~ek$S%iIvpQD$FW&SiwGBxNiV2zJH zGGriXPbh%4`$BT(nXPn>_|_~rKkJM0bEBl)zDs_|-9(&%O@KJyXqk`>Err(~lj?vr-K*uGf0 z5$jFCo3yuDUHoIbHcPGT>STkh09l5-K>8@DeT74TtNOv*plJ@NjVL~fX2(cQwtx{X_N)YV3&&FSP${k5mgukgtQ&!L+qDSlhk%0o=1IbZJ z>@s0vK`Elip|p1ta(&8-n;tVC3kkK4=TYoJOS6G#j=Ki~>Fpvx831;8HU{X2G0GM0 zH}C?Bm9+auCYO3x#H9RNmxKu6M=7xv3U=#ihSAX@*B~aoV|&GMZEz(m8ruom+| zaNXX>3MDcn7b}j!Ge(tVoe?FnyV^=*#v|f>)f~_n{0(3qM?L&`dZRh}fTB}C=!?Hd zpUXqUF!|tTc$(<`E{t#d+&j-LcmBy_mD;twk%V$3uVpvqsJ&QIO-4O~>71QAGA#qA z9{WF8zvfRj6v(TI#~j=k)4|nz*xg5|^=XLy?xKqR)g`*+e*_JC{CQ_bY-5g9xmETn zu|;T8J94Fz=I$h-z=7wID>D}IMe}%iQ0uPa$;k<}(t|@2wo$+T8js$rZ63_%hHkD25AH^9cY2 zRF-&)+|7I&z3PU}^TNFeMb$7425lqW>Y9#Bo!8stMvX`f4MZQ4Pp0-wdDJY<>IoLM8P3!KAK%Zy5RP0tm}|l=7gC3GQL7! ztiVGZBeu>iP3{K${vX|Jb%LJJHQGBm$o_ihcTVPaK#>eTprxx&@Lh`7vgE99yD5hX~`Hxz0oOH+pUm0NymAt!v$iigMn5Wx-}lfW`2D^c&WWN z6vpu_3$r}~t~kO>uUqG;z~+zZ&`JzO%WPP^O3-^xnflf-NiXkp5O0}X56_lwBO>GW zg`n=Q!hqTL*sQ5|AKLUhsPmND@O7ki?dzkT?&T1|~8ZU3*+U zG#Er@N+Z({ol{cg`kYM3$Mw@8@b0m#!x~XhFAx*z8$Wt`z>SN%9b1k+EmP6Q(X7`z+Wxu#Q5xz6Q|9SK_HSsrx4*K^2KJSo)&J;Y0}OV0 z3Kw9uHTY6VqnUEsAy;%E3AKVc_SwN@(NHZndPrPL?dS)5^RG#adHjRlzGc7v($zsfLFj@hSU*DW~v>~GrEfv z$F=NMa(X;EaH8;OTnOSu@n-!u|KwZ`#fLrYA4DpDexxzpHcjVv0q>3Wcz&1iIR)}= zT~5EIkbKw!9p=ChNgKuK2rUPkD2ejc#dSgiUKH0KiUr7cZS|j$ z3hdPjoMn|s(O~1t8C}zj&X&(m5MguasbYKZqp_v&>ZX?>i7F32YT>QqzkA)NDthzA z=qDjs&R$6LEPEoi4I^Aw)9;5w00N?r1I@+Tqz;l)qGhZTpsfB@a3QOs$Nk8UUhQxD zZ+}b=>&JM&^e(=H`J5%7dgRA$ma9h|cht$DMAQ0)BDm zqr={&*3!ghyxY3XYs#8JKb(V9mSJ~i2{p~qRdm*%nJDF#E;-@ zAzvAM>5OItH^nXzuNBhGffs=Ba1h1&0FJemjGG2(2Ed-Z&Bfsmo~NK6Btdt#Or05%QiI$XIgLKljoMT#h$BY|8`mYS{he77Md|lcf)zi^96jvY`r*1B~ zRYV6XoP?>)bH+%|Dr>b=CXVW*+?(kJ9uo2!O?1mO9paOBb`FU(8mC`-zk-2+BFIE@ zj?D!ZfRPQ_u+u@iId@t|W%XPJqc-%j^Bemsz8g-&!4;>3#BVe;rmmm8#ghL5ks2qR z=A=xMXM4yg)&Yt!)(A}3_)fgm(z?T)kBZmg)OXuVe4zfudC5o+?a`gwDGpbbsY%doZzLOtb+}Ruma@I}f<54cbmegjMC~>1$;8wiz}wmH=J`;!pe6BdI4Cv%a$*rYz~_YV_N8*XHse{oL$Wy z4&a?!*KTnTtWB?M2yxT-pIRb|MWXA>e(a>2^0{&Tof5gw+m_vY09u48nkpnAR05;K zf3_((D~}Pky)iILt*S@LGO;w4BaN0`5;LFO%jXXhwhfkl75e#Pw(}4Y9(f#nR#+u|Rl+Rp-Ov zz=0YLk2kE1+U(8?LDvPf@ZpI)@fu#I#Xgb?4!b1Q9PypR8ZiG!r_Q)|veN7wk8!yA zC~vPW4+dpb_4UX1Ct772(km^zU}w-58e9lIa&rG}b&9vnW#o1C-CMw*8(jsnBF%!T z+XBG{chj6xT@l5wB9HptEssr_Q+_F)jr$>vpQ{<18Czd*fw)+j2 zOj|O-?ty4&yL_R^%x%aOS;x0yd7fE4kja z%9gBoyJGdqpY>*q@0)AF=GBKY!gUa~=h_&|L5bF;f_c?F!`>PSxujWuGH4=fT&$AO z;(Pn~-(a|UYR?(Tu}VM(u5gto2 z>B%@tmkM1Y(7N2&eqga!<-_h4c`o_KC6~xQMxSRpqk6;eszkm#S^|kdal_< z#-{}z#H98FSsuiSo!$K{WAKSI2|v(o0xe_OcAbaXJj(JA(3d#*V;f+W++08*HsB_zx?{A;^F1>+%|dWlLn&x;_1oU= z=TDrdjZC?N91}C~4tw>AzXD@FB=u;F2Om|3NLkBy7*6EpMt!a`+5k2K>8@Fz4Iv}X z*MGVL?DGA|7-zf+(TPBf*^k(P9h9`UTy19FOan!fE>)vYA7sm;Hh#q6M7_8(Jz&6z zSk4$z4ZGuo(3v-o7`e&C<1V7<3l0k|54?ptgl%rK&WTo;aM3hTynv-|5Q^j=l^4Rq z!8AC{P;vEB75B&9&cVqe#{G`~R;P+J3sr~xMgdV*G0%OURy zaiSwUQfXV9HEADv)Rf(tPx$oyLIP!RJ9g{dZlc2Z1_5%Tg$nEfuxUbKTHXzTP~lC^ z7!s&4K1R|wlx})2wK9n)Vo?llYsn+`X;v^vI|`XmTuKcOv7-x{DfrxIP|#jzXZ+2I zS%x@Vb5PIOUvQ0n6Pm)tqDy-`Dc{mv*pqYS4@iz)HvTsj`A6pLGPQ4f8A*~}^o8jh z33^W7f~z;rhBbbY1D!^Y#ZF)!HRorjjz|8Kuu=ChP;?8&+Y1u_Q)Uc%=A!!Wjo9nV zE73Mh%mer3sqn#s5y`e8h9^D@J(o%DZv5m4EF=P{b{A$&P(jmgr3Fgf+ikMc@?bf$ zWIV%}owg!lYZj@IlPtL@SPf@tzx5}8UGhKp&XL=9!H{6KOepxut~|lz4DQofjA-AB zqMX_UYU6R7{S`@o>f}o6pLPfcKLfR@aKULc`aTJBg2J_u0y`=eX5Uzg8X*hxvox8_ z8$eU6H_~o8ldj5cI)idv0NLBI+vPSOx_eDPXvueX=wX$UAgd9TfKBv!$l)b_hmVM; zGrvM`1SrFWh1>3~%-$qhhj4ds?_%53dR>#spFevkgD@eVw-%kAqo!QSEdk!xu`G64 z6eul+@GUdK$)DNLNnP-GdPF@pt5{05L?cG*A6c$RcO%xF_y^k@!f$Cjnm@77A_;*Z zM;rWRM2byp2F936FCprc4fE@Ycf%qUv@ae0mJ^kLDu@9r=8a|{cDKIKeq}+ZRMCSe|wL=cK_qKX9F{EFH%BNrpE2W7L-5ICM=dpwT* zJrK+A_>}EJRqxa>KtCDx+%QalOPR2XR*&ddWJP*8JgPC`J~Y|4#3R2N;D6yXbBc;D z^KZUSeEr^>MSIHT9Ft3cbodzOR-o28lEmP?sdD7IO3n{*Aj?r9q4S@5EwuN7$d`t0 zZ2|9gBxxXTW?!l&Vb(r$I|+ldKNngW+Of*Hk7~k+W9@ZBtq{vRT)=<}6Bj&45;c=m zkCggHhF$4DA)SLZ7LSqna*SA2GcF(?a8G4nXioe{I^vFn0F*wkq%Wj}7}wZ$C@1zX z|8ir4q|zKHRxuX%Adf~;qpGF?^*MNt`5Q0V!z^;an#Xwp3sCzsuCR(lCO$X=fqf0K zY)SVotbTWOElGF!s+-R4`7`p>%G0HWEEU4bn`*lDDF(1{G)8Eq$ZFrH1to@eTUu8Z zCot?FNM5l1fL%p5zkB0trC^dgiCefCV_?cCkA7{i3MbyJ!TUrl*`O~<5E39EMI5gr zzE!1kob;R z+_&-k$yp^~>@1|Vjw)@awi&GsBoHvXsX@GS(R*WKYR|GYhc7l@ZAk%B4)o{Uu{+Ub z#+N|pHR9NO>-*Fys7L2j$?1ty^DS3QmGG4vUP!0Quh@~5+Hn`_29!)kL2u+OW(q?z z&o{62THz_QdeToHnR0@cbnZ~D=TnKr_H#W%OmXtZiEG+%1tDmJNuqU3>N*!i?Zrf9 zjZ_!&`D*OXvHk_avwG>FfrVy}{@zfozIu0a6|u0^Y-*6)&D5u>g}o-6$UTXZO)0OwOqjps2$5% zkdv7vjN0q$SS9`YiZtJ$iq9GIv97+^_>#N8K3xW@N1BCKLHU4iz1B4yR&xkXbqTj4 zP#Umk-YhcC^7^x0MLw>;6pZ2IA_VJD6@gKXFIdzD%~UFo`OUPX@ieB`4)Z>(3(l<8 zXRjAbHfAvg$WN>6V-{%|cCQi|R308u{-jrt^vEo`cL!|NNOAFE!B&m6f5FmW^jM#n)v)-(+`}YwtA%*Cw-~#VT~i4;}!*5GjBo{*ymEbsfcZ6zC+6SwS~gIj4#Z3Qvpg$9r0!9*W|PW)P7=CTIAiNcqq z+~u{gY+bf-uTz#tVg`NVX+M2T#B-oA_P{CI=1F2IfDTPK1_B`nw7v~XUC7IHz!JWx zr$#>b+S0$o)8)@twUhmjUfe)sGWJLCv7c^$hJ(44;<58Eu0F|BKem0F3op z;-+CDS=X@jHOib=@kddJnJtU{idwz+pua;DIL71eruug{?j0O9m=xru7Wj%5~H7hSl7Sf6RF3)eKsKwN2%r@lwl#N`0%JYvn9-Kz=!r%CN#?# zvB|ro5P=Z0tI>DcLnU1(FG?RySMbw4518~Sce0NwY~2{nNPYtf4i7?p&8^DF8h>w# z`{UYDRMya*DcLYuKIsFp{ZuwO-RUs`HMSod?vAb!6utY27WEQB-DBrEW>-T)MO%o5 z|6**F63LzO6eds0(O9Z<9&V$H<&T+(Cy89m`?BCBEb)2cHpM&c^2xes^Z! z89^elKAWbEoVPu;2AFq3pR9WV&H zG-$sr*TZUvRcH~p{EtIXfUiMKtf&?w7}EFFA=8~P?eNYCcBk=@0vw4cSl z-AxMBp52_=k1eKPKYdu+646r09ZyhTabAyC?O@U!rnBE`zD~ST+gum%c9MB+eupye zY^uo>cwc|~5ImC7QhEBv1?DJLCXY$@${SRV1_u`kyw5D5+NlwXzpeGK8AD)&uaGOy~nzWP-{d* zG`tEEjuLdWRO~*FJz0X1Ult#O?mbj2QT7a&{4=NNv`D%>5yDP+-0DR`)Zk`N;dT_M zRQ3^|mEk<6C9}IA^vT_Qm4_e@ne&cS2I0fsL+D{a8|o$Cr4^Eo(e3aVK5Nw@k(#o>MZGP7*+v#zmjFS}GJ#uD`f0)$u%?$D z;pl{zUcQM*jrAH*6Qp(VE&=lPK)FsKz0~eB4VvXRYxTQ6EIUPXuk=dk`DOEE4N>wS zwG&2mGIZPbADPgn7+RYMktsp{38qLkB#I-(Efj|-Pw`VP!Vaf> zq??}rVOtZy;vbnC>{1qrS#oJ_Ipbwzy8H|{T8_;z`>8~F3X*of0h+YZa_-$!7O2u@ zr{RH1#s4GwN0yXBC;(b<0v*8D=_fCr?1BDoUpgYE;=8sIsTvxqhbP;GR< zIJ_VgKypESChESd+0y4TVGuqS%unLhdTYMA%UA>;4(tLYfS>L`pgQhNEa=QTP@b-}jdafx6@+UAoEf)MFu#xm%d@6ek`wl3q8 zs(Tr(sbGuDL9tk@-8F&R{%$Zgf@1r2{&ZLIFK+v*p`G6EvwD9{&xZGHX$MZ|H_<#w z@C*_Q12?|!A?>QDkx#~1RWP^jv|7z%GWy1vP}mYG@X^@yFK3)y**{ubNttHqM< z3o>d!>E<=T6t+%*r%>_nWG>WERA2YA1()l5?BxbpjG$evcJI?QC32`zn&C zzH_)gwT-`rgX}u2@HiOej>(BSFPUv6J-D@(00gd*e$t+t4_ttQ2RRup(;69Rzb)-^T@Aa;=#@w9M7TROr_wR%^6D>`I=NptXvhS5j{Q$?q~_; z1QF0n7YOo>8M87(9#jw$Zb?%O^n3LH25C>n+vqjlociBySlU(ggDH*{m4d=9JOP3R zZ{v##1#!$*xqCHG?gRhCL*+>5(Hj_k+`SvzC_47j0FCMmoDY=y+n1PKMai4}>GuCV zD#$nKrjYm#E;Rgv;DGROJ@?5{lL(3oxar0bG6)C$VvTb;pEDya81FtuM-o0Q$56@Fl-V&yj+;`L8dt#^~|oHK`cIX1!xWZyefe-c97z|vOPqOnf%cdzq?lB zIqwkR`6p`KPS%^Ba@3r3y9?TlbS;g}Q}rZA^n&wzE7l>f!oTgNr^$N!_4C=x0n z%@j}+M5LQ3NQr=SGnHn-q^_9iw|A2aI{o=ibNf#_#cc z+&}gQ=kYk~>>aQ3e!rj9uX#}}4A;2FjgB&^5@58)K~T3a6T|W^ErkQ;%{z5s-(5i6 zj7;(k&aw8H570TeLOFL3@1TO;dT`_Ufh+|=;}8N8&=E7Yi=5l#p}CeQt~@%ER(nYzN`nkW=#+* zwq{y5G_=6QI6LHRTd<{~x?gsHlTUwhGZDqr9E6KM9QP7o#JEiAPS-Ql7H(F@=Qug} z{dwNPT+sguCj2|GT@vDUJ51%t!LK7ZM4rOid zJ8(^DXM1ToXESSd@4EQpCxfQ%Z=p=xl_`RwQJc&TS)KW7hEV z_w(xRwKyJZ2qVZ~@KKoBH}8sZ-Fxg>fq~=a5Tc81FNQ3=_ms$i1?mOz1_fj0@Eb3^ z6s}4XHNnc@Y8_G%9~5nDho!3TI2-#oVHx}N9R5ZYDs2pPP)#YpeB2T^#m z`GMEUXf>ZFCrI=k!?c}PYtj1>)>O4rwy#D-Km6e?WqPiC`@J&=0p%epPOp_cf#j?L z=xx{QdLi!<}KpG8I8Cd1xc6V1A3 zVMN;SF{E0}UW&Co_8dt)a8>G@e1qEH)s4^^aICBI`#3eJ*CF(pLtAz`bwh{}1&M+S zIlcL{BIk(r0F^1#0>%!VWs>FTd0}j_)Pgzabfo>AnjwkYN#UONPbob6M!RSLo^oT0 z77Y1XsjBw0n9oir6B`9a1tT`tDaPPa%Ls?cB>pF44qn5f51aUbF|5(>{V|do|3tmC z)2Gca=tLJe)qWTuG`F+fm3or)jfg(vmY-1s6BA8EqJ@z4aexE1*5vmP_0zdG)Asc%fy6k`r}!-7QQ)$c(Y*Z|z&WgG?_QyD^CJa#nELZy5l z@d`AIE8q=R@4Wg0hqYXrlBz#`RXCVrH=veEhHMPD`3W1X9=#gg)={tgoUt-qZGB{+ z-p^@CJ~F6rD-*hU6L2-yJ_mQ5^8zCOmISe@Coy!X77F8RSYu40i)r6y8{3;I$sjNK zdxxxN(6TtST%z!3*Ox`hV#(MihA!y6@miv??EC2u&w(AU12!+~G(_asz~Y$jlF)dj zDDhJzq*7x^y*}N0ZEeeTPFv{iHsMRIiznQD4sFn1r*9G86%wo_Ex>1{sc~b%9;&=1uob#hrWCZpN@h#O9x0QsB4pvsL&42 z)T6vVNM(*lZV@KN{`%>2fpx?tgQ`XCFY%atmnAi9=Fm_?PC!7pWUE@iC{I9ZVHRxE z#;>7)bET?IUxehSebqp@t_{zi2fq#R@>AK z>I>3ZG;fuYU$b$UdNQ74bM{&gMrFcT>b-T&-TQ8@>XyTL3TXNt4HCr=O=}?r)M!pn z<5Q4UFLdWX_oQI&(v5trukQil!n73`+}OTOp4iRw+ksu)`SrCoj?(W-x=am(YFFzk zep{G~Ee=~_orc62l%DZhY7C9|K_}iV{`14x7tio<0yGh|)u2q-9|j!MN>>ek)PM`D z$1?fvECY3tj(?Q3$yo4(mWs7i5~5#sa~>3{QV#B4I^O3c)keFb3+;@Z$08X132Pi`83S zOw!lVj7G^J#(wP309>&BG<{nw=yfr*}sm7(1xXKk>|@N2YW z3jVAblBr*g@l5!B>mr|2;(w;>I~D)}|Biv0^K?ieOON9Gt}4Oq=fF(O)gS`v=B3M$ zpT*ixDc&7QA!-?M%w{_Mn5m`aI<-u3aUwDeeWND~F-M>Z653#w+)=Q+uI#lwZO$+K z8oq)phyb?mtbQznf_o#2{HS)nq0g_2dw1hWTer_6(OCc|f}n$MslT@0RyYLU(jO6T zf{tDmXpY@2eBieG`P?=3xBC7|d--P^JuwE0hTl}-0NrBK#Z1-Ez^A{^{pt(&L1*x3 zF~tX>({^%t=g%B6t>Rn|pMbEHccBlX6sLhmy2nzVUtilZHY6h3YeEix=4{d$c8`aU zVPHi*d9za0oS549+@hkkwyYc;Q0v9Yll+Sg<1wKv)rAE24PS|v_Rgt`Tj=Tzfkz)0 zjRp$lAZJ6bpA_ekQI*!7wM(|+W!J^B8Yt+TfEyteHLf^L-^O6sgkE~@i(V#qp;d5u zBXOEc68Vk@S&p$1jD)X8Hm9B!2$4%I{78L-=nj7qyF`OTS4CKjEtk4yzSocA+BuWg#T(wlG7I z>KJAqNUjhOz$D+PhAmjL&3{P0E&|RAROk*V*~B|6lPxW@t|uP)UWv2dJ~HtRZ3vz8 zHc&E&96K*vT`N%e`vH94$KGv%!3pco#D7=A=WTmf(S`B9q>sGKW^04Te@~a63k!4C z$vGr~;<-ujLI55mrv`&3%Si4Dfvumv3KVOzz+M_M-)?u{^$k4MQ4WW^gcERl{}=+G zg;qWFuTNVxFBtN{`C~(&4zOyf51zZMVsk_ia|IN5TO>iz195R@_>pLGi@e-GI2zD|s}1a`Gm!)LH|P zzj}qM;G-sUSw8MMZsteUPlKXkP~fIb7gv4**|X>-l=u6^V@Z({lgw6skwWz7G!tNT zA_)0v6Neklrq+|csZ(eFn~&HVzdj!85B`w+6CC>;G8*2b^du}GwyWGl?@`w zvLWee>o#^sKi771{Gi_as*EaR|0$)KCSUJPG(Q-3R$5QG6pjkX-pV4kB3=NvK3CfMv9CQ~IpXs;Yb6w=3wLdj1P#5Pd8lQ$H*}2wJng0+GD5b9!{| zc-orm;?t5KpHFFpGJr)l~5T?Sy7&0ugvPrp_;$i+UvkT^L0}O7jM}I$fIZNAC&_f|pIY1%?E z3F1-Jo7n_`RwR&4WE6U1SdF&_b^`P|k1g>^Y2U5M`p5k@xtZlpeTI(w=TlO_k8GbF zGttemey{gE(2w}6Q45mtvfwWFQI+%tr0O3703n5{0Lc`Bb=r}Ys`5sd(O)$S{%;ccR zWkV6dnNBeQQ0#@&tjTh2Rj(d+2)qycYdRL^Yr15a&JxAI>XqnmcAdsP zp){gxxsCssg&=h)$G8hB@5H*)q~Q})6dOZWzODG)!09tux{nVg|L#D9l=(i}oKYkt zz9rbxGNEY-fkGb@J%l%VKpfQk<94NP;#h2pzK>*=q^fEJ#>HcA?i!lb?xk=4m2OtM zES&J`)HV{25prRSGO5MYhI)H{qX`XXxR z`L$OA*zocCH(dDZ2Tk(}IJsYS#-!Wz?SFhrvXQvzW;AIv(dOrI`@(ATWqFg$P z@E4D+A?TJ zoWG~)^)84*bFnodiw?bz>S2bS4M*_AzwoOnI)Hg0+r!dr>DVh%}8+BBK4Xbcsh zqF|&GL0;&mIi&HY2b8Qsx41KG_DZCNb#rbX#e<0h?_i2W!To}Ix8Rd9;J88|K2U+n zlQHjc^_1pLgvGWc+c!S+tnIBz0&h|5*O0dZvbAoc+AC(Bm*vka;=7f1Mu^Gxm|=mL zc~4m`)?*yXKAD9}Rn2@CVEaG!XWB?nW2>qS;j5E)jLWF)VWe|)s#vqI|IzS!o=W52 zeZ8eIC;X`lM46%|_bBC7PiMDGhTylpOmp{6WO@ET<&A_jggxXwdRcTj4-T2S_oamm ztuk05*AkCcROCNZiWD${YPo4E+BHzdMH0=kQ=ZOcYI#{*=^U@v3C;Cz=3kxgNoIug zhE!{8Q2)LpxuJRofrPkPq0OVAwr>|2FT7~lD}7(@CTxB#HT|c`{7_P@FLN_|xrx^& zEAP6rE0Gz+gq|5}dmH-OfqwsunQK9ZGP1wm(~us^WFVgrw`@7VJVsPZpDFWYj-%&z z`|QL~n7gI(Sn$E*##-C$Ey(~r>EOkrW(?eXQ`3W|W0`Qf3Zk&aVnMQun_J*IZd^6{ z7CaM2n>V}We8baTve(@=@rC_2>G)~cqNPR|=MQn&av3t-kEAt)9d0HOe}xL2lw**L zTpO~_>+<4GXG{k%5(hX)0{+c3(><^7zYhIBj10Z*S{@r}sxec?q5F;Jw^gN$KRaa~ zXCv!^kK;7e{Xkb~LbaE?%Z7uFmzJu%_UP<;&FIfE`kr&@wQ(Uqxz))wLS3(X?3c(T z`+e8}RL%fRmudAnYCGt?QxhH2W^p02T>16k`<3N=)nfp&j9X}U-eBLDB1#*^-`ArKZvlh+j zZdk8A3V1oa>M5k0qc()q22qU)xC0Q0s!u)Ep5L+-Go;=jRdWAuF>~1A6EJ+T;j1J6 zL6K3mb$OV%Tdrsss56z{7-KnpO-DRAG0?ZAW)>K^H**GbV)q8EArpa!S@S$EH!*F$ zLY*sd4<2iTBg>$%6~7X;H9x?Q`Ob`l5FerJVFM{WQso+~f2E11v9Kt~%-;8|nrkBH zAHZ5P?7m*gao}Ky_>YW617?YC`OuyT0On(G3cTSmoS$@cV>zf4$G+yZY#kVnbrU{x zctq2tiOsXRs+%Ol1l$S4wPuZ^ka+#9B+8^0ik87+YQHNQZq33fQc|3EZhhYL_gtdg zAumPD58fZ!-;pwucAO7uUKT^Y8|XT-TV_3^B((Z7P*eT->VaT&)wUTNl6v;FJHIB} z@M}d4a%aVw&T9^ms-IeL55_NLT@lw?>8I64c+tb4&6u_KfA=dR&gHgG zz>|0PYiHdsdd_CZ?&M~s;`(ama@wt91_J40mNmsb`y{KN?Q6!fjVs@mxXViK+3srp zb>a>!xMj2)zkp!$y8@1ctJgceEhoIz44Aqxe6!ydpXNVWEuuDrpUVFP&?Hu1*??$B z$>tY+QEo92)C$Ke0FFd#cvwY=+fnFf+Cy!|P1dhMhZcDnj7rHIcQU7>8eH!_2@&eV zxf#Y(Pk||@witb3C6DM=qQSj%+#`FdfTp>C0ge&{H>-><6}270OSdb^2C|482MVDo zt|q1=cvxiX6O4timg0sQRrpog2_qR zKxKVb@NuvO7^c=v2(CRx?<1f*xVdY-In!%`iSVd5Oxr*kohHF(se7k`>?w&U4wR}K@J15J%ZJB;~W4!QyB;l#C zd3kGMlekw5G zFR-;jMP-`l`MHU@gqkZfO3rf*>+_kN>{+yt8{&Jfiu|76 zzMk;81?re!^G>w=Q|K=nw0KH8D>%c~S`O(^R)=b`t8MP!hc3C9FIcAsmX@&x6y(rY zHJ<&wT_0a2&e^Mb-d+YI7ZyP^*J@hN1rDK;!wkt4O=();musp&gsyOYg(T!;pT>Hg zH0*r?q6e``1B-uOIb%$NrlA-F7aI#Rq{<;CeHWreATxcSTxuw zHz!zQtEAxjk9b+lLWZj{=E5|ef4tMBz2GOb^#ILKeNyHeD~J7b!D;vNUa8?#ApV+O z?)l=ErSI~1iFOy=@1Vc?XR$n>a~J9fw2mFaSA{yB`J z&fv^f__m*%+l7}Mvk3^43; zgT4^*--99wp5z4NF9qU3{Tn%(!1moN|`B(dfReIArqcUh1{h7~v{@CRE!g9?_Y zK2yIWO63&~1IvO;WMksw76)D|6$BSsc>37ME~cEC4e>1vX;g{xvfYl>Dv!@}ZI?Dk zQH`LvefN3h$~|{v>;g;*QS+I;w^Zblhk7vIzP)*-nzHKC6~SmA5Ii{tMk>D5+9-?T z2Q&NTYcXZ+Rvm|;{?Fix=R)^` z#0I0bm423JIj(Lej5d!c`zfL}t}l4NSp)lLv36;)qavzc@1gG1U!I+1lOyej_n-yq zv82WEeOJo*H!N)3ZO|dR^U4Vnk6CZ%TQLF4Itlo8hv}A>U$=L0*fO@X42n6`f$EWd zdZobd3voh=Q$$e|E=>fY%GCdE@^r~U1ouCy}YRRJpUkP_VIpp6v z190(+<)Sq0N({=9N}T~B!vm&avLSF1_{siegzn$U@kWzpHOHUFTkXnMz5cS9v}w#j zm?x=t`|5$x94T8{xjsCTa^kw!7HkwTtBGq7KdlPZ34FB)Y9eA;OjL zc1(5YO#>)@S>RsZ3oWQ6g@Zy<# z#7sZ%^-<^%{ce0wu{TsQ)#(#$$prH*t1gU1_D%Fio;mC>T;m@@OFC9jg4T89iC7o= zU;iV3x)?#%oCGKs=l`!K#x;8_w$&#q%nJ+|J{$gld7Jn3>kFf8G;J3=`^552*^)gQ zTV(6t{%d=5`C-rTU7&?IG0==43?$k_BX4=wK+bJAK%+5##f zR<{S_n6v|(=Lr&jm8ZS_SD1OIG*%ci! zu}up#d3!p(&sR-tawuDX4Had8{^9?*@63Pq{eP~&n;Dtm2Wti($+fmy?<2gPX5O6Cbn;RUX@@C#KUq& z4EF6Q9I$x^9qv#LT4FwdN$=GPL&ZmXa)RZov;-k|+=+6i@1Xa*EoYdAZ1m|6i(7=v4+TGrf@DTI+4K^h_ zywFrC_9C5AYKTYc*DCzQuxEA9zRsl(i##`6MQY5RVYGz+BT~Hqa@DH$c}^E|%9mtM63}Le?3ywb#i}JC#eYLee zW>9#~rJ08qlb^PbBK2A+(K3~|Z7<(Fii(B)PH2AJT^zhy8dQ1sQg)G$c9fYO6nwc& zNJI3Ow3vkGqj{c*LA5*7aI-#e#ik#$qZBV-qZ1^M9J{a8_CUQm49abyKlx+R*ZwlK zk;Hb|Mn=gq``!bbfKBKs_>39Ni6Ul0SuY;T+a)qJ3iXcQX^eR${kwNzj-b139`Y?K zY29)UM&_alXEzTMBp34YdYpXZe@}sj8+iFX<*#y@dv#@W@zQX%!N~oaXNUBFl7))+we1Fq42VRnui@oQ@&eDw{s%p<>CV!YK z!QF1FmhX!3SV^OG=BDTQO#CPfMIYO`tHE(DOmhdW-48d?E#9pzM0)B66E`jv0iYmt z^%W@P+{GB*t*GrugXw$TO2mno*{+Z8wpCVtHEQ*0o#^SVr6sfvbPF8~t;MS9fqL@? zJgREuR?NBzZ4U^em)aKlJJ&S7Ruw18JU(D7S6zDsa#K==b0EmB+3Fpcvf zuRd1=@A0>V0YKq(8)~ZdN7C)ze;ypt*(dlch)xR81N$()L(V4wf7f$T9i8AFqZ6tX zChe=&JQ=%}z#Ha|Eke|so}Vy~^5vuNPk*iUAtF)1i)m@$2gvQsb_Nk5ZO2;4b;|IS zSAXrX-oib2a(&L!-Mc%?0jf})_W91dSX~swa|9$E<6NxExk(^@;A&y&zsIk1!eTl& zFDPEH$ldE>?LE?)p||W*YstIlQ9RvSqE@>f6t2-Fq8{c}*VvzHdo-6h)Dn0=x+ZXK zKtPu}w7qwTE~56XcFiN`Z0OVEoB=3R5T7s*(C9RU=Mw+B#qwa zMbbC7=_-&AjvyP2u;rPcQ(GE?>;#WKEYJ)`R@J$N(pAA{hKsZV_jd)f|cT*NAl_>hc^!>v8hMTmf>l&>M? zl6MYGZ7HAa1CB9rr6&W;K&r^e+1da1c)sW6FHyAm%%)vxN9PJWmpEh{dS!X+n%ru= z!#mkn?H_Ss07?FB@SULs1XQR{a+FS88uUGZPRhnU{E&E(zQ^ZWUL+BW5C3NBo%U|o zM@@Fn@}m>|=EM$R8*N@gRV)lV(_}86mV$zXg!!K7I8AV9RI+*#Qy;dq z{VBXIbB1qc4+Ap-$6i@RzkllBzvgzC!lFg(zuZ*8M%WKPtTk6jnyG~O zPc_tuFAPFM@t4aLtR!iQEA@xONpLxCBSIv+%!4LN(nCt?#lN$*tNq7-4Ba&cPabSQ zUx5UP?K0w}- zKj3;{)c;0tD;jh$6imT4Sx0;f)h}o%T0TnBy89#9hnRDBy`@l=`Ur3_2Bc;0pn$vZ zPe8yhwmPgFYtmGgTW}0EHk+JhCnQQ7ShBv~YePI#{Kv3op-QosHH@IkQrVx837;y* z!%Vb?1SJj67GG#y*3RaCv{wrK8*4fGWiU4%15O!e{=NgTKs4(EOR%qLfcKa5+^9t9 zT$U-BwM3HMJE*?2KEE@sx7<>$!gHvtpq9L|=hm5C>lm~RcnC5-@6$f)IbSX;Hh?`B z`i$QF)i>nu+xj+WH^6z8?Es(?fh09*7nB?)ok=a@*6Qs(iZXLB z7WGmhu&s6#kKHptlo`FzrZ72|I0`%4bq216Sb#m0ZS=8HUBZEY)vwu$*J&GXK8J0Q zj5-J^L{*(VZBvmj?(pyK;a2-WExz= zJ~kf+4RC}ssXaL670+n#;EhNL1E2+MjX7$Tm=92V^D%2H6T7_MG%cm%UN{pEWs z!qT30IQj1@Hp7H{ywJkLd8W6+-(-J2oNh@b2&Lh_P=zi%p)eoat2g^PXVMu=Y7ChT z*bocL5%%8z@(6L>ztu%g63nRySv~I!BvSAbJr@=gq~DpOol$(c_mY_ zu0qlIs^|lIL)F8cV9vK-H*uR5O>-74O{C(si^mGG!2L*6F_~%l(qPx9EE(V*Sj5SU z*O(qo**xea@_N~rD<%2-K{0m%hiR7 z6sDD!q8xOSBpwdn+C6?gn(M!}ZE{wJuwPhj!+J~G!lX5Kbf#^Iz1I;KiT5tYb!2<+ zCp)jhs6oh>!|&H4V&KTDn!WIcy@*GeiJ(f=jr;v_C-X&AjD{Bp8iJ_n5jvBVAHS#z>_I@^d|HxRXMDP{#Q!F zuSnmwDzItdHDQ;&d;mN=VwkM++N`X0jzK90G9vJu-?UI zxIGxh!a-&+arKwSTvd@EGOiOK!&t*T0C>p^H>k zeR}#LpL;c!eJ^Kqb6;zh>RIBSp0G=#A)kWe_iJ-vqp57HGnifv_hR7<3m z&Ie()2H7ZRjZ3L(f$i&nkpPvC5hoH9v`W|6wD3K0w0yQdq_Rzpt1 zdp6M>agH_K8`Qz8kV(iJVq(MgT!P`5<-3@@Kt9k<{l?MxMXTu6j$66U0K)rJ&h~3qy4_anE}k))UtNHcSuS*Dd^cERA}GBB(FA z*T68e>CU$aU?5y|mcmwSnSIMs|2)mS1LUe7hZdt~7Y72%aaenZTZKq_vbH%yLI zrZr$ppexG^(<=!K^3r#dbB>he!*tLsyd^>R${atM-W7goG`M&6wI)KtUXh|UlA-4k zo=zkoY1bHM9l^|CH#<+|$Cm4U+Q*?xjGf;OMb#n>iRJMxvt$avW=E+{tVhU;?O=k; zk9QAT(YZ?J--hePu&u1=y}7e-;`XNh4(*PJi~tLRd!R|%SZes5&Zf-xrx!^N4ozw3 zb?xBeGc&{0B-N0XpOa9Ym)4cvJw^`2Gw1z}EI!ilS(k27aIwOJ=$luqS3dZQu_fm! z;)x9Gdu?Iad9Gd8K%yn0ly?f;=&!w!Zib`H?$wBF_U7MJzqG;ZKZUwutM4o`b|JmY zpX1^lVZ6H=yd~rI`mm8%lD{{PTlsvfs)Kntb38d+JA~49?vnDW74s6&zd9u$;h1kO zsU5-s`r3Y>MOV=&J+<}7BqaK9%M@dH!No_b8=X$UlQaXh@sl?AES6~d(J5`e+{DW2 z&zD;02i1+imhQ#5wdTm~r4$RJU;&DJ5UM~sYom(_j z(P1Pm&`JjHHE1xkvVF09JJ4T~H6~)jv(!wuYK5aUSn9SbF-Th*70#MV+i`b9{}%lc zG!SM27Af3jSNy(oK~c-0zcj4i&%0I`zG zkMcA18KZhujn=Z5!BAj#4xA5`FS-xkeVc#?4d;7)K!YwrA`m<(s+6lky!u$=2CLNm zugkyiRDr2IGMO7J4h{5f*MT|ITvgHMW@f5lg%Z%o10|)th=>W_fp!DlRb;-J8toZV z$&axr=^cYd8>0wR&@1_4r0n~#q*N)-02k-^gdkZNi!ZY4&zH5?bWM!YQSA8yQl4;puO{ z7Hb$q_>jedRud1^?hBPI*s$qw-&WR%_BCGT6j@0tp8-YGrM6CUjw}a1K2JKLKjL#$ zVly^;u9OJzf)fCKrT%;B3)D*89zKd&_C(FJ=6&<|mmdbh2e-AL1iXV#L^vJl8b@P= zSg=d@xeaA$hYAAAYFQcwx#0cAhF_1|L96xGm`l;MW!4XR;`|F|nC8H)AnHwv@VyPG zFb%*#FJ!jI`GGyJP0`b;ZP4b{aaUF+HiwL8b!v=LaQ3Jc%?UWLJ!tbY3LI8`$@$t% zRk|Omp6T={W~+Pa#8)+F<^@?HD{3dyjv9U}7I?Jw8!lH~lQ5@`xNqqKZn!iWe-qD{ee+>@0kpOObV`;;dgIpAg?{-M4nNpN2JpmjG7GNu76kX`ubR8<^F zk=a-jj4+T@K(? zIGhn;l9@nL(Yvq8Ma_TQs1d5jRdB&Ieh(*rg)wS zcO#01pjsT;LZ{BTZtR`*gL2F*fg2yKPXe&=k_WbyF`PM)n_9jWol(vWDUCtt?uvQj~{x2 zd3KBD3WxiHrGoNUoDOm}v?&tr>GG~DFVL1iNcs-*6~Xf~=n?@?o9nHGY)PAv&u5o^ zw6xL_F`#O1P-iSs0_91u?U{X(ZUIw%bs71pli=TtU9+$a*L@#tmbpstfkjWSQrc*6 zqDkDEb0xG7WvIdO#ek_}`Cv7xSnUzTJd2bSK34BW7wzBt5!frQd&PJv7gX0W!EP=C zzHGgUYxr4XIr;jjNAnp~AZ*95EKp+(Sp2dCx3|-|BWRTmM+gY_L*iUD?dqhbxxU5h zV(zt=n)0-#a3&xkXvPB0sn-7Dq}zDEeCtOVEeXfC8lZ0Kf|3U!-2XA8(TrxQEk3Vu zA)jHo5X^;YFR1(Zsvj0U?RYrT|Av>fgBu~)Tb2U1kZs@#epbG?>u&Pq+hQIpGB#F8 zeq+H84$cmpaN1T4F@AG+%~8|sg6zj4FGc-!AT4}M9-H*IwVGMDnG=Wp0R5)7Hwn&c z!wlXS(oVhS&<*HvqcMp)#nMza6kpE^nfSVxFFOY%#-#0Wqla}d+)gTbeM!dx81DZ2 z-!JSZitk|q%@vXn0(;4?c&&3*9|Y|R<3fOpyI5S*JO*+9=(^UKE%eh6Vn3*YvqkR& zre|lcFc0N@bFOabCb0;hR@v*$LLv^*PAJi}QtctQr(ftci%Qy5&jI}N2`HIk; z-p5YVf{nQ#F_ggM#>7sZ;n*V?!jfFnvCsY*Q2ivS75hHb^%T%M#~Mn+ds25o8y{q4 z|03~z_*NmPwYFW#3vyK|>1FAK=dT}aKzt%vO;7^Cp3AdIw>aG{+Ht;vi$XIQGHeX6 z@q)e9*OhZ%#YAOISgq-*L3-`XIt`iIaO&7>1ulGfeD%1p9(yW@_7^udP9Zfu>D^~} zGU{CAx)}RLOz?rI&vLLui(elwYf~^}`n+0JkRU$2@?HSItu!*}8aaB!#%`dtdCTYi z8lv8X3Ubm691HCd_WUz5AKxxkMn<;tZm>G-aR0IYb#wkiJNR%KkfPh=uaT6)oDdbB z6-enV^=Txmy;@B^)V7jr`1a|rNt^0oZoaa54DT6gR$L1>LoX^M%ZRUwMf84yaGIVy zprl3~Bj7}N1lQJviipE&M7eLkPMQDJ>#K8oj)E!Hqv!IROBUL>lGF zB!B$^%eBAEi$sZ5tODqw^q2oV+V}tO?-6RiKZaXp)PbX(4>)>^^~pBSNjCrymjs;a zAH#&jKL!ILhRRFcqCYwR;UB|`ONbLL%rQXLI13yTCE3$}EmsYio`HsDT_L9#PtctH zhbVEt3gJJ=w}>{ykltwl2orWuVl8W~>;GY)&;D<-$Nw!99b}AXmIJ>~K)7dJw}sjZ z?g)|NqHpLrXkfPT+8;mPx1R@sw1#FRPP^h*Xv(lWS8I>V)Pk|^ad$jO7m5J^3Gig^ zeRZ#Thy-!DQpgn z)9cyY$BIW~E>~n|VYw$h2E<1BdI~q$USyKqgjV+yRx)4$g?yL>0 zED5o}NoMM1DIO9|*HE~ulih;^_CfLD0ZL&!B;8r0SC_m3TKiY^u|O8H%a-UHXaqIL z;Up()u`0AiYi=SUQxEEsKf1yKD=;Rg_;ELE0bwvsr!~xfxlKwf5p2IF9-bZU&cNFUm2v!9uQ*G$9&_Ehy*~ zpEmE|p$Te?xsBmPvt!jfG!1YI5R*>-pN5j?;@j_#z!Iyffy!~c=(V+uv(Fx#=1eeG zeZ$codWFhCf{n4`uOG2}*j<64Z{7GqZ8h(hocD~%nMOZKgp?r4k?V}JS)&?{^*XMr zy0j55MrUX}Ch_g*yge@28YI=drn;HIA9uP5Xdhny7900U>3o;K*Fzt_<2?!ZG<9Okt7tJ;{={;_jMVABtN$p{#_WRSE4(9Pq^3>7OMvSP$jNm*EGDa+r)NAK#A4kJ~lB-Sp5=w3FNNc?t7Jf%g`G zO19dCb``8mZQCbY3ssCGYEYz|ZDM6;DQRz4pX|pH=6!m?%A>%9YkbrgS*5=DLgZ2w zUhV9#8c$&UjwTV{E{K?xdnbyd1talOvvKhUt^p<`&RM-$>sRb*E_S zH|K8lstq7X0tJJ?#Lm52nC=vx+;U}YVHfXT=^U~xaZN4ktX8hW-Sh1)gzWjy@R;K< zIUu=;fC&Bya^+W8Nh7n3cFk>8kZ@NtvfcIgXCy1cySxNH@B^sC@Uyj=%QgkpR263d zOZUvq{NpTH8*#L*j{??y?PX`JeJ}-y5({lYFdaFUM8^bs;cutg1aYtZ1z9gBbcA+G ztTe3|Eu_pQ*Gy>XOD;|LG}DuYL)i&0-YE~hl~kcjk8?05eB}&32vZ)&|8}X@Co?Ng zs|W9e7Z|k7Cfjy+$oL3dOOZdPqY`5=1*y1>ltuoIwu$~@t|)tIKNdA<6Cb~;DmHUh z0^9Mf-tmjv0uWs{VKD}(IN0#{K~wJ&-?dpD&>c>GeCO*)_fo;1DJ(v%(=4Z_%V)F3 z@XVdsm!e`2O~5Km?IloG0NA`)2Ji!jO!Lp1!<`v#D_A27+1gub)jJF_%qR0_9TFFA z=UY!%3B}th3f{7^d|t%=2)$fEQeexjM6}&(KKgIX!4WVsj3nbod)U03u?_%JxX6$I z{a&-(@Hc2onSB_Wdb@jZY0o`vACbLl^^sKtJH`{BW>S+XLfbLx@*&tK&EdguZaG^# zM?!yC8S)beyLqZUC$1tO`@?I@`lHt(HV1NStEcddBK&ZeJHsXT8AYMtoX?JFfu7tC zA>U$-jO8W{@Go6Y*XPew1}~le{@~C-CDhAE3-vN^e0Zv=NYh!# zi7C;WaTyk12kfb+t)gS@mrJ`(T@>?pb@ZI*04?p{i|$l2)EHlZu$-6Nb)G2ThZd6y z+6kAb^6ulSS9>lrZ95$fkb7R6c4dtqf>!%_gH0haVMx|&n6K9I*n^(*xf@~d$`zR% zIc~drMMBqzKl(fwvEkry|BqiZH!2s_DB}_=G3a+9HqanGH!0s5z34WUF8_2Q+3Nhl z0p7^g>`pJ}s%jM1s-N2RV2gJRH(Zh}(I$t)ia_?}pwZ-`V`4ZJLbBV6xMlu(qLuXt z4$=$k4zxFfX2(C}L>P(ZcfXdt(Fu1rBC3>ya9LOGV+$&&(!ZIqwFdedEq=qfpK&gf zL7D_^^zHF-)BsNP30LJ|?Dr)Phaqj#V*#3fcY`WntgF`##&Vn5?)_D8tlaD1^OVt2 zH7HJiJ@&z2wA;M`gs3jMpTpAF>0br2_F}-{%gV&g>Fc2(9^~;Blj#YmPZz|_KHm|_ z1UUW!ZD~W;=z>Xi&VhTcALi@YjiW-HC}>h1z7@yb;X4}F%a>RAm|U{9C%fWAmA4N- zFiq2toC@7J;W@4}7;H!39|Lz_%3A9frfqK!>o`y@GJ^QvT`eS@9=1NSgmQD2STqQn zVK(CgimL)Q;gF8m?d^ID59pph%&V8qe_t&U!}9{uw6Y`cNY*QRhikX}^<5OKfik4! ztvno>$8nuOch*#%k`eHl*{sTF?^XSentBd6ziRpeKuW z-gjpxtTp8Z{vV9JWn7bQ95)K0q6nhmq?rm*Q;=?^A|N76x|N-@1p6dgmK zV#AhlS}J2ljkAUHPv!tN7ZZpP_GD_;dPyty=m8@Qv_0!2P|e z16PdlJAOTtUA-iqYTsDzxwoHmT{`8f^o6#cV$)D#o9opZx4~Zaf)#+i$n^8uZLCcL zzd>?rAZ+YmdIv+z_cX(Tvt%ib>B5t9vB?a#LTyFx{RA0Tf}UP>_sv+VRplD{0~e%O zTRrbQcKE=3@L^s^USFua7E-iv@r)x1XNc)u20oIdSCMNW@82}*iy%_^>(G^!$X%ij z&O{c_d)euN2}C7YBZo_*jLC9D%YeAmXcbb_l2%8$~lvLCE6kl-2b z8vpvTVZuqQi$#=r0-`#)W ziDKfklV|=KCON}RJj;Fg zoSaiOe(R~oXycBOBk0k!7QLwx7pZ9OJEo(~iQ~jP9OJHw%WrH#3G)!+z4pLkGaTwY zkO?>oy`_`~n{eFV%w(htJm+v&wL3C+EWpCd`S8_T7Ubq(yisMwN6mTj=Vo0|T56#rkM#Rjes_xOnz>Am>-QW(pNXc=kTO1~oP2C) z4`G9QmtbMD_N+eMue{2SX$@*fPle1TlHuS{nAW_6c;$O-L?mib5Vy05X(>Ou3Kvg_EEmgyU% zHLY&EuH){cy1ZGwJhgg0Dr)805H}m$VyO3yyHmH_zkBL9H(?&kqy_W;Zm~yiTA4f%;YmBc zMS1)2)G5i%$`~+oP&pwZMt>;5R-Ro`8jHhjsZ#;!oypS8G`8_Z6_??yYKf%J`3>Pl zFGhcJWb<+t{a~5Vjn=VUjS4USJ<}U-?U$EVEkTPFIdq2AyFa@ay|Pfy&E4KDN#b`F zah6TP6h0Kq4CuIerc(5_FKCM}X$b4u|Jgv9^bJz(!v<(R;xl8#Wm-ZO@2ulEP<71? z29oh2V{>{_ND6siOSAgx;Ogw!Jot|7sngvHz_*=V!xABU3sObk#3!x%VJUBQGgK3> zrVRW?kpL)2Zk-&XU{pW+_}uy|4BcGkNEL)f_%wF6u6qXG_n0N+oNt8m2C=4FBu-ih75_hALyoK1Q?%wl)bVQbAkwoyIx zSdQl;jFd){xOhVp7?*v5QRUs+asC?oUf$1}%&0XLWcInG3Xp)Pq7Xgcdjde43U}@A zpAlP$%Sdm}n?6!owH};AMFgM%MVc8+>8%g?bmzE0t7>)%fHiWaec5p`s91qzDCklA zl*YQDYBUoVreW$NLQ_~IH`(R+z%zH_@HlU?P3Y8{&3jkZIAS!-=14N)_mfk1{vdSl8_t5Zf; zL%m{zb8?L9(6W9~N}B$~T>9aFxyY-Z=$a>-D+C3GnzDS8Q&ipY{%e9DA?+y8TL{QB z=?aSVCAuC1n3)bdpAYxIusIv2MvCG22_yQ(?7oJJ_NL0ep|Eb<$v9O z0bAbagg_bXZq4h@Sy^86&=0VBU)D2l#8^LT5s@&3F`cKE`136Nqu{XTxH_)b`8}KV z6CPZ@vPg88_GiA(-m2j(TlAg0Q$~@%n#F_W1cDo&;e9rYKK3z;w-f(5T=58CkoaOy z6 zlLh;gw5W4kD{=#CH3(roCdWEc^GWoxDv!>^4I!t{!i}W9iK@SXIcCXgrrI_&C2t$Y z#ohXKD&{7i00$R!qz7y~g^GZF^WJkT*Ld7hc%SQ)&``e~3ee3!Zw=%brPk2JV9v_r z;{!4290r@ZZYr*>tEJ*=KWyX|s#d_a5E7<7VcAt<3#tynzCgS@{g%o1%{mV`7A6Cg zO>YD@Df5XeXF;FyWw(X?AZAVRjQu#QF*pK9O)&B6q|A!eDGLmwP(pk_HW@$6QseP@ zLfoD&jc?iaIN3G%-8$AHqGwa3&Y$9|aZ9BN5@N?Z|6{d+EzU?;PqWjGVr4;yMnsGmDymg_P)!`$Qui9ThezP^^W?XS>J^cx7jn4m`N7laxm{eGJ=q zkXO@|9+FW0V!P(N>_VHcO?iYjt(y?H`7< zaP8%g?;a|UEXW@)7&HD}CrR<^yPJ*S+y3TDi`R)>xW*aNy1c3F1PRrurP^nIVw~|H zJo3wv*)2lwVMb7t%?VLtG#sP547@ey?EGOC`?BiC>&VQ<17Iz)?g~ zXLk=HBq{%kBWuppY#1FVFK@K1@o?Z_Pt$=fcw-@punZ*bi;_x-!jl~Q!$+i-<>>+e z8BX`*3s+)IzIMtODtB4bBIp)4utew*c#yqw7`d^VlshIm^^ZadH3FLjldpj=L!n6f zNqHs!z-`mWp=~*_YQMJskRu${OE_OeZ)`-$f{OiR00ow5L++xTbbOIx!p!!)@Rv{} zP+@*f*`a;#^O6hBFA@N~CGk$5!hnux64*6U0!u`|J`foBv4C)O=HA&rDGbj z9tDrPzq_ObZ8XcrnjSC12ohk-&AcqGnZzhr2@9XU4S%B^#cH23)Et8jH+C%mD7~G~ zazTeWSdk{*lzeL3|9_cqe*=PS~z=30eO^G|4gsCU0N6(z7`hv2o zb&Xe}LwQorK;1oR_x5gmRFK70MP_2B|M8OZjBLk(dL8|b+P1luQd)Ze*{AmkUEvcv~K?>LqGMnBCqs$G^=-Q6I=X99>N*6xPuk7|vPkbqXi&QrOR8?irG-Okm$~+_e2&G@;_Suy)M;~U>lG_My{v@`16-401vtd#dgY>}wSV?< z7t^&uJCD1r7)1Rp6gmB^PG=eM`|PY4_eZXMuNJ7eQQZPKaNJk#O+qfVOVQ z{RGZtxveNFB~YRR#Isw&sH@!Xe?_xadi;}? zlVV-h<#5^FVxctps|^Fvk3J1(2TZ&b8e`fw%{7WE{$M2~W8~oM4ww4;yW};8w+V}U z4ngi0QHYT2Rm6Tg8R5SOpR~T>zL|}#GWO@ig|^c{c2%8f&`hL}AA5j`JqLl@N=nWm z{i6_g$$44)`ng^`kR6bL#DJ-ijb?wAW>2eBhxAD35q@hQm`^83y zpLgrfXRL)&eef!>(Mf|TU<9kkB3vY|pO#B?dArY~{(CcvKTCvaxl!M0q)OD3dB;1? zbpTDtC!92kG$HA2g#)t;nt5XB8P(0IKE#8Y*jKyNlmi5CQLPei_d)GZ=KO(Tchs?ohllTBiR-uZ)f}MBGG*a zX`2qp3v?>+q?baBtu?wngZIFg|513r(f#M8Me5`bY7U^I`s6?#={8L}%j-*>jq+ zS7>jU%s)^c;l6?IbTsC%AF7LSJ}Tyldf0EUJm(i}pOSFlj!l~=@nkgHhEK45!9kc` zj@)f4KPNWXDja%kq-fw-_tr)l&uYe^c<95MDgZ!OAMUV(qe-*d(i{_we7y&)YLLa<)Bqx2tNPqO&eI5N+ zJ(}9xT~kvi(-wIzZ6hnN^#X?QV_BqaR6DtG?ZciWQux+GJ@?w*R8%~ZP2g7(k&jHp z&q8Iv4aX?K04|X|otfFN%W3M+^Qn>m2GjA%%7am7X|^@*!`QT+SThmczjE|SrPo#U zMHU)4@nR*f&pucCZtUg4@up(WwEW9fAQU6!8n=l(Tr>5+5+A5T5#4Am!MV_!DEJ?=x1IM_+Xo2{4cIvhQ;La%_9v zrBru#gMxK~(tXX-OB{urK(xc!ukX8|lbiyIxG&V^8=^^&vWD_`A|U5IeZv*7Afo^J zXR)QLUcH^^D@=t|&D6#jT+alVXPG7+QZDF$k(_PVGA<8}%HpK0R(!w&vd4@UrOE#+ zET&0w5P8}D>m+xN<7meMm)*rjt2X+&&x?AUs-yu?$=NwlD;$jYu=no7MWe_EJY*g6T4n|Ezz-@UJf-&*`4D!Cg;-pOzL4)<$gZCe7(MfS<<* z?#!<^%D{~0RkPLZUw&tP6$8C>4FF$8k3=wXhBEFCXN$mTT13vt=A>bN)#a8Tvnyh@ zj$F#n>4W63?01G*zwtYAMT2YpBge{R!EJT9Ynjjo9wg45_r)#3cbIe+Qu7?C)`<3F zGf%oQM8g|pBilLFD;+Ly7^@q_@04BrddW|DryaNE&z=?a{s4M3yLR>* z%N7v2LV|4XPh%BEiJlpRaz}+B-Qk^=)fkBf&#hZ~_GcR9Y@!z^qsp=^u2KI&nUTVe z#m4n8ip{%=cv#~Ps*7Se-#P*I@s5D^^`|)mfiGt%UJvw2cF4W*vp8c_>R^uvSbcTb z3i%B5yTu!;kECBaYy@SsoEB#Q9+rI%)l1e15knfdak~JbZF6P(%M;kd(@&X(*kY2m-b`Jv;cpj13F!1xP`|*!pnRi-(^Qi zAK{rc^hX3RSd-eXk_Np~DtKE!9$T!gz=l21pAXIj&Y+$9RcA~GN5 z)UP=AW*rvI#i^1Kpx)KOifv;p7!19!Z=p ziba!olyCTYHMl_|fMRj{P)B03wN5}RO0iUUtP>MpZn1nO;JX!m)~_qAHTyE4+Ngbd z?pSBYc+9gXqT`S&K0;!ixy0!Hsisqca$FtPQK`hU@y30@^$qJ~6ZJUnWGng5q-7oU zVs+^hwxjSdi`=qGlc3>=&flz0tISlAq+Ac3w1%x~u9TA!y{l~_=S(m|9L4WR(?wbL zUcIpa$8#?Z7B85`QKz;QzF4afkl*#2Mo0}@NGBiJbZr*4_7M>D!tgks8Q=2*App zZBle1-haT$s#Z|tdmWaK||DH=4CQajzPiHu<(bCzN;S_m<9w#yghj-iha)r8~0)d0h6XceVYlxHV-7 zdBj}rwpMUtKG#KmYjCYjRdis=E{^Q_q7AO+8`sdLG~L2Ukgt#7RaX|0o%8MBkG-U= zhWows4vT5p$N6M>PA@fb_~q|vd3@t?*zN{hs9sR{WPYa(VC}6iFz_&q0 zwb6fK&tuIpr0uwP&?OGjHFTOQ79o1rt%BX12j84uEJ+_fOL= zo*-x@*nR8=Grczf$rSZ74aK_@|K0R55dB`4_A%e@2(LLV`$~H+Aq@{lr%;-tc$enK zO+Or;u-&IOg#i?1t-F-lvNbV^&)@buWMSi!)~!h>5-?>vz%yuHh&4o~s<6Y@lBNP) zK4$%yh~G^&Jb=wmcd2Ij!1tavxV{J*UP^-;o{P?H16cwUU@r-IPy9)_Cz8PoVBQln zkpj>hH^ZO;S%jyB#)PVf|FryZgm=Na^dElcO%^47NX9Cp#HbIX?L z^T@27Ly5gr9+Cmd=@Z`R{XA{#0EaN89H7$NeLKWk^Vet|8FU6nOi!vrWK*P`I;x?-n&kD>01jzc4PYjd)w5o5(y2wP>Q(z6^$WD z)Ue?*B-Jn>4u7l*~737~34uL3r_Z_rC1OBvQ7E0GKz$qFBYEzzXA_J*S zUZ!D9PzbS3^yV*-0xH1(?z;|@)2jNdXh4YqLF#IA| z**XzToV#8cxD)gmZ0XwgTCKr>oj&N+{E8CeSIYAdwp-%>CozFNfAfiV5MfAYJkP>;%9kYu>j!4!0-(zy}3Lmx4}P@S$?)> zV`y?MKQsKi{eR2SKDj=-av76!;0Q8xD5ephE=LU3D^DNImOTG0yKyj{{v0q>mo{`H z{m@8%{-@h;kPtu%SN{0;MR~dCg9Ca^B{eHTkh!i+UljMy&tg)E4QB`; zY-QGrcFq?~+xx1QGP3Ll#e`q%Y8blp3O`#Df1QU(PVqT@wj-vPfU#8o^Y>r-Glcj@ zQQ|6x4at#|P8-=CDsCNf$zY00eQn`U;XC@cXEr`?75vr#i=0+H$%yHG+L?hJQ@&Tm z68y?-P~MhnE4%l+T$nzf$8yB8TZN zeZ9)Nt4J|SIU4=l;%f8}1t>=rdA`L552uiRdy^$vQNZ;Xz=d_fg5lI%LzMQW%y{wS zs|8uxzkfL0k9Ys-7o!B2jzI)K0eS@>#Xea8!sFjH(F^CD0%B$q_Hp1H(n|rg0@*Lz zN9I#$*Ep(3R2yP}c!g!BAbimucw$JSTJG$2y?nv-5X^$r+%>swz{I@cz(Vkuh=H7m zNPi!n_(`lBT}e7`C({6?+{>Nl7IS9~`HZ}rt|DM;()msbdP}1}!_f1|S&2PtDF%Kf zi%iiQoXFvKTZ>)q6%go`8A4H_M{wxyB11+jngbJFt-rAVyPV(NhN#`dNT1^XykoRW zZ-PB?xVvB~EVevt;|wiWvSlsYAf4a!tjH8RX{7qyH#up+B9yv@pu1j_ThcFYe@HYq zE`G$yQZ@L6$gnaW#vU~Wvb-pdI}L_k2`OUlaHuV1!olX9AYI2z%<(N=I@WG%VT=h#~~@aZc2 zcmsbv!FN=3s1q;0iLF_OlI*uF$0jZj2M*ajQ;9L?pH&1*Zp!Z?@dfMKDt~<$uAUhr zQa=dmHl47SdvQKTj8kEfVs}rP3y?ETn2}HA2aRUM!+P`Uuyg2_Lh%{6zwvHSHD5fr zSQ}4xQi4eK<`_8xt-iz6C<{g+9`R|Khs^DSPTI>{+>QiC@@ z$Bci>LSlXNl%fqTwbfo(b+06Qb{m1D1mS8w$KxyI&`aK*AK<)#oSkXS4K&=44V}J# zPg3OMV+D?<-D`B$iBmcu=SO0i`yA9WN@jQ=00hy-6Asvb`k?R zTgE$M2Fvgfov0!Q+64{Jxe_a$?328#GRpQ9~!c#jEBpAaUE=*rbc; zZ^bUdof|zq9CO;j3o@Qotrvx?H{LcT!zH`fp=}vy_zxxX*&gAb)wo$AWVn12k&!w4 zLw-V1t3i$)8}8v=X@zk90Z2av{dF#$Z*hRFRlUf==}Zp=ET~EQIFu0HyKCOPGiT*+ zAg2Mp*5=w>w{LP6cbJ&bZX}ciD_M-)lZOx*vV7jQ%m_>x#r>mroF%h}2f9y&0CG8c zrsm73Vs85hQ?euwy$F?`Sch9Rn7|U}`n$h%mv}9(j4|BbB|%2pm&^k^Wo308bzhI1 z>V2IB(;8#-khYBpMq#Yq_B!HBbbn@d=XO?U+e{WeXNrDA@jlgbLRuqy7`GKU^WlKir+~w9~SL3DKO7eyjh@@jx&+)4uPa|2Lx^cKQtJhs{j@Coc|W z^3j~ci8_iRANRn7s-L=>i4kAoTEpFC9gaH{aY#%+ce~(i-@venIvFPh_9i6FS>)KI zZDqB|1se~m{+MBBDxapx*)Ns`Z$1>$s--s!3LT*`$V~oP(jOxqx3Lb&_6#X=OyIpg z$vQg}Z+)FN8ekj#8=_fq8d@{jB-pwjA&$=yjdXdYLV5Q6{2Xs~+c2o^b5_C0Lez?A z_(qnyJ1H!X>ePpQOz=FJ>YM! zLIbde$X8vS{J5)enj9E+kXB2sa=P`#&pG~ zT{M;021Iz41v`C3nKQ@svq^)lY{kfl3$Xn;V>|r7{IC&;;q}FgMwY$?S92p?AxjAF676g4yTS@nxQM zR=Im1WLmdGAI9K&3pMkwe(oPd$KuoTQy?9Y5+CszFV~1rn|adi85KPZKlesG8ztIT zpI*C2T*HRU_@Ptz1BS}lFqxyS-pbR4&e5ylJ8h3NOVF}3hp?HvmB;e;2nr=VW4>`} zPQ$bu#q$(E;$O?Mmtw|LS%S%z7AaxXDu<2z8OD>)T0)UqwM!4QqGay(?4Q^sMB1^w zKO|Lgnt8o0o7a5tP|VV|YHb~1fz>~cT2NE*^#qn3ba8TBpC7tK%9uFG8?qNLpmUg{ z`@Z`)d*J*@Br>Tp+N6bCpCnT(aZqwM*usky1+N0FLugp5IjZbg`zOO+N+u7Rf#mFu z7-zAm;TsE;m6DGpJ$W6?S#wg`csY*qD$DC+6TOtH5JQXQi(xIc4h}`BoIBMgUeTPs zdtm!L>_=)ITJXxCz_O3^g)#>bK~aY!90UY-;6XVYTLXnl0=BSShy zd8>tZ7=AvafY(WDv5$K$T;B65MEC3!Dxt$>>c@nC!rE5GzGknTq=4TXq5DJy7hP~6 z?{8T(-l&r^Z|B-uV*hQ3S^Gu1lY+;-nUCGVeWPGqUCm-)CXURqeUD8sh*z|2W^Gj9 z6?O%P9v{XmRN`djLpm-J%V1l>^oTRofA+&aiUuMy*w?dySvP;xIVs&I`3>A#8 z4Zr>P^A&!b=PNv7hJCtpQ6=Z-=fC`)M=0v*&h5Y?cOY5xhOSB9C6vHAIssj!G0BLB z$krP~5$|Q@mgT#6ue_UecNl0E+j1AYx+%lI>B;|MA+7>`xMSzwX7O=Rlh@3ZBqQZI z2j7)J7OA^S=)L{WM U;}yQy|@8{Dxl2QyVH-DAwTjHi+VZooNLyvS8JVTQS4Ys zUAjc2-jn^PZpnJ;nnrjEsH&`oC`kJ4xqtP??y=fTRrr!sG`Gf%A6e`uu?;pOql~Z5 zt~bqoP_J<~TQ_^3C=&xGh-X(eCbcbFg{VA;y{Qvh{ncS{QOUpL14ugAc4#stw58H< z@_TQMW4!4NsxHW!EGxc69d8m7E27{|8)T>4ZZp&JK%NOP#e)9)M)w?u|FECFf1@G0 zN51Jl->&kq-Y#Pnp+lKFrqI`0_FmxNGSQ;1k)g$c{yI_3 zR}6Y{4oruoJG@$hk#Igq%<(_PGcM;vlCRIdYQ8_3+dMYD?8z!N&jD@x12|>(8?Riv zHnAOI^HvNGs+3L%KZQ~IJC6Aq-(RHYcmp5O#KbrTYL_x8vmEYC5f=C}nWWXz7 z-~5*Vv6jU4>6XMiP$O0E4SJNt57Ybr*;Oq>X$G=0)nWgEppZ&qo}8|xcGp^C^&S5xFt zOt>CgX}Yoj?@A#xWtLY{1=zNcGaG-uNjh^q{X6{0g&*=x%RbxNNOT9CWtd9vZ+olT z9J3CXchwqjJdyr%T)G_h#|#&CvxR=-nv}W{pBDrpy3gIoiqDjVXM`<9gCE1&wqx4-893+_=yFv`<LmS4jDk;i> zZ6-46hRW!oGlZ9%|4r5z_4#`n&0BCwY4Ox6CB^R{ewMepegzEk_b{)LtJs7e7u3D7 zlIwg9M{Y~1b0k74 z2xHS}cFX6}WZR-@&7@#Xee~qznXg4c_bIV+7jb5QA*t09>IfsK5Mj=^xb{=4;>tuu zLu}WaiagZ&I>5Ky=|EOC$DehZnZ&-Emv*YGN&L?=d03_+D4;V8*yv89-~LycnI}8+ zu&_depEL}6?fAb?z5j#m{r`NVEc?HkGjS6C*ZN+0&SlY@IzrzC@*l02 zk_35;J3pnL{YODokHMsqzM~laQEVCNg-(u4^#h;c*Z(`}?f-e6zgK#tQ8AyYn!t)b zG$y4IU2isJ%=xrE#IBohX{uX0PRZY#I%9GU?Rinfkbq%`~ ztz=Ka3d$#b?MJ2rD6%H*`O{cS4^NpOzSgU`lHJq}CLGmNPYXhI7vx%cNJpcHC$ofP zqltxuZ7GnY4yBajEY|Q|5-w@w+$L|bMFhH(vREb76`y0W2`|kM9lb8`z`d?#N90@& zEwKoWdojk{^66Ffw+Y(9;AYKdgV#}-QLhHvvv!|)F6$=c$5c0R6=iJ-75SI{J(MEH z=aBM?9Q1&mohK3V2*9c3iVuE0 zCSz`nf9u>0)OMLQ+53Zavj%=+cYeh=ss@RdoBW{1~2XL0Ft}k-;>Xo!kXhGSlsJW~(Z^a&$)B2vOkLw;STD0-g`XU3_1W zhIpzFKMAllX|q6C8Heo66Y+DeWXn&I?*cCsQksUaUR~RVSx9MDe_2BU)Bbc{TT6x6 zr}x7|k#`B(6cUUAB672*HqKi!4aM$CZoDW{Ar%8Q%t`j{vrLtHOnp7A8opd(l&x;i z^ePuXT8|LbC(v|GO5IZ}en;UuROJq3M%wy#FlCpGF{!xt^vFRr=537A4eK3>!q``> zx8XDksRHFv+qxQ~GHKoy+CFXj809Z3wT&{>S(i7yufDIRpSC$EnIy9|dac{khKzqs znqCYs?U%15L1GC-cjmX5oR^oZYwsn&=&`rWAPj7l#Tk10g5W;XhE{lPAw(pPuRkZG z#BcM+X8W`a99=KbIq-2O0F%1W3rsDcZ%6l8u0OvSnF66l z8eY(!1dx6|_ID|>s~=OgDd4?Po5B?e0Hm+awkwT2mA54Qwe5>M<>owpMe~)tskwbs zNmrNoGDjuGA!U=XiN_h2RmJ=3@-{@UtNGdpnTue0_!50IYht9*tiX1HzQ(K%UJby$ zz0f?qOQljIa?pMP__sePZUfdm#55)*^!B{N0;_SKeA3m60a;HOWrJIO{_Ug9_dRUq zw~K#02nTl_wt0($j85wO{nYh12@4U#**o z+u%y_GFQC&mb0Fe;;#S>ZHCzGKRt6&Fbdi<$_a3#OS`!4L`AElTaKUZh>psWkBX6~~yIH#)^ z*nyRFn792$L6sdi>Qke9c=|`~3ZLU(V}N8S9MV-|)&6wVjlUo9@H^e2fHZu)P$#!K z9O-*lMG$f~jXXLO=Q4Oi;}saRHCy#ISzF)IF}5-VL?cNJ(sXpfyoA)!P4`d(CyzsOizO#YgRU+JUOAsrpV}YaXzG{#5vn^@T;z%aCk*$^)L*HRoYLC z>53wHZ3XU{x%h8VHq6eAx|8qb<&!;vYquhCuFt60=h8|R;+nN>IL3LGNW61&6cSLu zTbv7m>Ja$Q?@9J z+OPJvc&=DO#pNXQ3Vc*ge&NVqNp1w!Ql+)6 z8Xg`lJ-IiuJY#z@`Rh6bTYe~!9Y>jtEREl~<>M?q`WB~JPMV01B#7T~O$79}STzGQ zk#We!Md@6eOJ>xC`CQhQ~N<>RI5XKw+QK$G^5 z4R>(8x=3{V-bfaW_JrgI|2+sui$Q0ipn+Wc_Pc9Tiv*0^^x~vTt=+}3<9$gzkPp-} z8~etmvFby#%pJa|j_l!GFa*`tC3H6W7%VVxF(2*PX)JUJ`sK7sC{AT{f2*ChbtSI} z#tXW~z+~0uem-V6pJI{M*TsKmlnwzZ;e1YWUPP1k&HFSrAjWNv`ciJEan_pSszAV(+#%LWl(gBdM@3N_dLyvAlc66L0lxDc zZ=;zs*(d+=8)Q>bv-$KPI3f8-J!;@I#I1G(B%9;TJo=(J)Z0+uDvYK(+8$rSG#k9T zkbI(!$X=P!=w<5^a!w#`ab(tz8EwJ1Sfb*{&b+2#U4x>P{Lg)Z;r6e2PU^l=CHukf zPd-QtcPxB&t&?s>%4$y}d@$RLv*x|M%0Yvd{K<%8XQ48a*^{^CLc@ZuC*M^#^`i2` zk}CoVVT_R0)fLW#VxxH~aD`R%G1ioWqiV@Nlu!3ek3RTq-umU}mME)v%3Icl(wFF& zu!iV7C!Mej&S)2hhbL;i-TQ9zU~$;lap}2F*pr`kqS8Wic2}~V&M6P15vawAaAnE5 z_`zhSsk2g$%+bL6g*y!E7xQ6KrFl!i74*!8^Gwqg$~W_vr1Fez^H6)4YZCLYf*%{z zXvs`ffvgbP*G+O)bn#BPEf%pxd*w?pW`+mOpBJD9l|34>tlDfg$6{G{M$BWcdLz*L z!4>=b?T&ML_(5Hz#0ff#fV$B4c|Y5>SeY30!BIzdf&Kl`!|3oEap%^xYCox?Q)BGU z!DJeVi>E$uOM=}u=CyR6c<1@#+B8))>71zw&5eMSOn>ZMh3gIZ`JC%bF54^R@D2)W z_ngDMHB|QBi`;^eOKlJ0kt7}Nox^iDi;&5cNbHc)IR6TeKX@P#Tb~@s@=TPLazHYF zFmqa@^i<&x?(dswh!O^g?&il_Y)759-*z4?z~eHeQSUTW z6^=xz*Q`!2r2c@TZ|IE0h<;c5Jx(}nJ5!c*+a{qLq3wuca{*NO#3^f-69HLqu zG*e>bg~}!{IFqWBYB%2)J7+#sgP{w%;qY_LKg|>)#Opcj7Fk=>(vI2ucO-Y0wck=Z z@ne)X9`dw{UW`fA3&PPr>YTK0ck%Nm-2BsNcd_NVCTMgCMh!f=|s848$F4Ecr4^Czce&@jjV4f+%1i%Br{3w z8@=6ZR{b8(SGk-x49EpNqJH$Q$VP^*Msc>rE94U%;O`-?&Ob>V|0b3Uj^iS40= zsTWXxujJ=ROf!zSGRo_6F&4YTqUA5epH)xmwjG)XdiV#GGC5WCu?gH~7I9GT*)7vS z>bqN2*FQKYHKqQ%pvJ{vQVgrIjjZPXP^XbYnqm|t6UetD^wv>3c>H{2M1Dzbx|=wN zDUA*3@sC2m%+>!cUY0CYrSe24Cz28Xae@QF$T*Z+_WPB=XhP@T8E)m>)(eoWS=DK~ z%7;?UXds?MH$a>yH~{=;9_f2&m=-Q>;Op`sTBLWeB!t;4nRp#I%6o;Ve7jVAV3A?K zO7k4sidtaR{E(x;&80=u#~KLqd4-;Sn}vO~uUWJ{!uBh?$iw*$`seoAN9ScT*dF@G@xq?mCC^GKZ@z0{E8W3& zGlS-*DCxPjZ^E~gp#S;CSdRn=T-04qMxp~yQos@8{Jvhc!D_;pt=r~dn$F0_N99jl zeywDnxU27YlNR#0C2kx$!^v9*@)GjO{W7EZXU(bd@u%P}XTtr^F2N8}hGhNGy(2K_ zNjWoDWm){Fzo(2sVbBq^7+$_0$Hdm~`-uc@z|Pltoi8Iv_}j}rOGQ*Yoa~V3oa$X98OdG3Wuy6D z9iQ{M9-I=4Cv!~53%GJ*V!_GaWHF}cxWd!#w9R;&rlRsT-j$8|J~WwI72=p88W z4(Ex4*(c<6PW;sZhl&mkE}f(oE9;*G3ey(y7MhuWtJN0qcK~3PJgRFO1G9(yp%3Th z_skM>srkSd*K~VQBTg`6W$eRp6z2^#eu}q3kshGdNFZ@R05A=tfm;tcF&mpLdgts{ zquxE<<@-jv_)y>2H#E#aPrsX??{7aS)zfMGADq2sP*ZL6_6veyp;$mV zQBgn;5Fzv;B7`EKAiX_GClu+$kcbENBI^Zwi-*b&SP$-W@Kt4_JNdX~UdVb=?g?$}g#iWv z0FMtZBUU&cPcbU*(Sm$r;y}8M15xc|v@OEJjugF-tcqHg>!(-8aY$?Di%Py3HOma`DZLD7OMNU*H>$%% ztZCx{4RjzrA!I(5J1_*16omGera38B-w;Vh0%aWds76nVw@dbq z?@XFr9ez-qDaTatz^3XE%-icjm1#E>kQH}SE6zF!Oya;&7c+)H9xoW zGVFE^ZuUJkpDZLMu?>lJIBjRPf5@DGeeiQE*f8u*oKj4 z95wlQ@uYF+xo4!2d}1NHXtzRrP?GCj!gqLOF>q)@!;g@XgpsvKL+e}1&4+#9P|hcc zaZA2ZI-^HYq&pu^G~A}r@lo~j?TAIrfk{`i%9?X<~3E#@G2DEjbXyCp`|9tE(gl65_P1_yx-jrqx$aiRq&9-vuVJ~ zYhxr+H0P{;=o#rb_jS|U0=K3_xqkmb0==DcVdw{dLk4$-Ox>zCQa%W;oW(=RQ}Rex z8iQNr9%J`&4rUxrZ=2P?csPMXdK^)j?}q2aD?htc@EiGhkx4f1|M+4-z2kp=E_?1+ zUJ*%(GEsH*V++~dQq*R$-NwB)Tng*q{PC85?JEg*g5Owr?Qi*|PQZq=H0w*(#!M|66w)Ls zTxem*<=IE2C~d;!rcKJxPaErz{j1$U7hJezitk6X9u zZ1p++`^*{2gQXPW3n1AjSLA~`Q46~PuVhok7K-2mmQTyOohM+QsYTb3Gnd21XWx%Y znIMEGV|UQKe7a4CUVx2ty|T$}{w)pDO1Dx7l8pjx(Z4pvFUc#KWoD5$aLGD>DlHA@ zL!Eo-D?dH(Wo!{bx~CndB~_^PtqI9epOzh7uX20h={hMg69j0iyo~5G@O6hji|b3c zO^53|WRNR6X#iW}L88sEoL@Us2LAjC89T6)%AE5?josIp29+>ZAwPb{bT%U7&sl&C zDxijb(ZsWTz#sg*d^-#(!2UfYbVfryWi;PzCMX`LQVJflXM5~U1?o8Y*)uVz1hN?uG8*ugC89-aogy=$jb* zntgZ^*0En01-XO7Fs52qqUv2ld5 zZ6xW=qTjcqBwh4##P~Ua=Z_#gtIW1)dAvemR}6Uf?(fa`wgu$<@gIX=boZ#-$fMGS7QN*OS|C#$##VX1* zP}VCS6BhR7V;_qqttAs&Y%aIF99lQ>Kb0;_@)iLCj5(NNlT7fqZ9=%eAw9 z#na#UZ#)y8_{#qNX=0Er2v)p7dVJxTo9PSM)!%&#f}M{jRk`ilVQO}vt_DJqk(#UaE z+MXxHe%v^PPiS8zRXvp8%!N76-KVG+(ktw3KzPU34g8+n4SK;L?I)=yMC-{Z8VLuJ ztQv?FONNPwS;ISB086SFwFmOFVA^>^=)>H1>dV%85&lv`CbSGKqY917x_twyC z<9GN8N`KCtTu7g{HifY63X|r~00yXK+2Q@y-Lp<=O2S4-x=A@fhTh%P2w7Ymn^LIY zaVv(rCAs_j8A7mI^<|!a3}SX2s<=^&+Am5-U{@#-*>&bQ{u1>|#pev9*>VE%#kvf96PYn(fmCnmx_^J-tBz-;?fjpC8I{)fVFML+2vi%@g_g zzbZMB?WPS!-z978N4nm4)orLXpcE>$j%XSl3eI8*D=>w{jpfBrdaM{r-~uqGA+PD< z+4se+B6rvsi;zrZ4~@1v{&Lf44p+))nVIIi+8Ld#kLn761$?< z!o-*4p=+fRmJc6QDt7}|tPV<{QUQi}_HGYjTD6-xl~>I)Q1NlcTUMcn+oWsW`#non z$`&v7h-ZVlX`}s$l;IXQFC76r9RZ+Ipc-ZSGZp5R5H5E$lOCzr4)bxm(vA}T!YVu+ z1T#QSB06$215D+84XCL}K5K-+6-OsObCv5(w-TnX3m^PfqcO*i*OGwleF$9-$b{0G zb`$lA=;3{-XmvAI?7gmmekIKrs2`a2YYeQ8*pPdzk#yr5mZBFtPT%K9{6kB6ktf^h z-AYZ3>C38t`uk%-j?pGQ6~VnOfBRs$kFij`i*$qF@RK)M<@fjPw~zgo{FUt{+1c(x zOwU;tPPYp(h#u;$A|+#+-t4_u(j-9;b@In|pxxAuA3-^QivHN&=4$|o>VVGrddDbrP;Fj=G>Od z58&yKPD#vnPX4$>*4L1DP0gn(8?JeNSf78=FDp8LkUa~%tx&DMl3w)-_i z4q~--ZuE7$iFA21Ml>`7-97lKbMhF^vbOpZSX~FJ5US`^59=aXFY_N4fotw)r(bj8 zT`iYnShke*b-5uIx@~a9For~VF&{b@-c`&>oVeAFu+eyUF=zVS;3I`)H+^3t`3$VY z<`vlIhTaABPKXFDp*1&X_wJt0o70D~euL6v#Q0|+zm zLCzS-;dQ^=g)^4LKoc(&TR%)%7cugBX%tBrn7fhO#=}!zW5Nk7V55sQdlT+a!Ka;* zd6>QpkXmJ(o8Q)E-*2-2U%?l?O9wq&Zx?hnDJK+CBe-&p;>i zxtk9SyM8^FFGqrIfE@Mb5~5e?=Mqb{Zi@XLb`x<=agGGAOqwnGpcW8^>E>-qCsXca zo)4~9Ku&8b>$*|Y2dKtIO}xOlTw_g#O=%ii&zcK)`X&;@;Brrm*ZKcepVm-z07 zj{$yRE{O%XP%U=a_UR%IrCSmN*zyBLb+lxdsoy`Ul|?aRU6DHxDGwWFXQHL)v0v^O_^;rS z3T1uEY!EA3h7*Lw&us4%Q~DnB?gCpblK1fX;OOW28c>v7tH&?QuPBJXWO~Y)G21|X zq5hPGocP*5s%f^s;H9uHA{Yaspe6qG*73D*5=(IN(~W;r+!ENEX8E^>v06xoprRgu zvP}tRfPV&Brpoq|j)6w00`h!Cmn_Y?kGmBO;_nOj7io`)x(jBZw$KQFyBdDt=b-d8 zD{%wqRlUHSGtm98bUuX+>=}q}P?co^^y2?iGx(pjKj`tKo|$%!v=1j&1C0^`sI>_> zRvsip0H-KpGOUwG#>BriAPuBTW0tjI{5b)bW?PP3KHUyk9G#7Ijp9*w+MLCdVNn*nCKcjG&=f7;MJl`?(3A;wFvpzN<0kM zeW6r>kV$(Gyp6esiJWn5|Be|pG&sc2^N)-<|z z6rwjqD*$&|mWM1=1M|OPC&M>_V$M?p)>hhKYeh@;dZv;9(QPffR+Lto?6kQof!UTW zPuNOkb{56=}QOJ1BjCn^zgn`TnF%IMc7_59wHBap#bWd#G)?@0Z>wKvJL;XzbET%-nlM8BSbW5R8FCtvg=%|vWY$d0Tk6OeYWL?4gW3xl z+jWkH#3V=2UVi$atOxImITcQ zu>Gl?&B}V5xiKvAYHJ>-91s3rh-QLaaf|i3XjnSWu_%kvST(jz-(9fdQ%Yp?5LOjo z7v%yID>YN8{Z-n=u>PDz`Uu^vJK2XL2{&ESSwj1yP+R5k+!#sL8hw{)uGS4v`L0;C zX?wJgF=K#2EeWY*zi%)n%M&#U5ROD|vlXR#yma@*@k}I^yoF+=D+uQuKhu}LC;Y-C zMi*4s44&Cq9YzB^yFW$85ho@Dk4;OqZ;6n;n-^h%+Ash|d--TEOZRIU-RLEBqC(0^ z?_4I=QxNeikAeSv`Bd7Gk>}y+XZJTf9%bRZBUPE#y-Unv6qd;SIo#zdQJ!#KVtCT~ zXC0yN&t)*JrCbAB!&0@)#Zo&vk7<$4uTd_36!HaX)Nne zYkGjnAIkc+U`e1Q9ew_rx97*l(s@D+Aj8e4NrqrmYWbN~^$k8Mp;*x#-5UJR7f)_Pl3 z5%bY6{`21V#{$pP+4;G(16`Szwl@T{0w+&QR9SRVSB4D%+2VH1#VZq{wVu_rO}YE! zQH>2+$cTnoH*`s$uFHp-TSY?jQoJn0x(jK_kiK7oek~An^&nQ0;1e&TA|YN7wPGvn z7I(nr%W_V4!4Dr<(VK6f+^eIt@2P6={0k(Sc8(Y6GhH8vhe;L{%GYTaG^wZST^E$* zH~IeTdpCq`EE_G*Di*E0pchQhzAuw~=_H#MRYEn0M4XR&l6`%}VM8nO^`*cmb9W8p z)lc-RaU7PFsSeb#;jjI&8N%N@zn%r$PGxxj#L2H8ZW(v=FEM=|t4thR(AH{!^9{Qk zYjYZYX>oUZ7D~&59}Ii_k%Pnu-0w7C^AH2?O;~rh6*!j7IANKNO;8hHs+_1~o|kt5 zZcQBV&S5h|LVv^gVb2EO&xo9Q`{Uod{#TOeyQec|y$!)MGXb{%6>M4S>nP)cp5@L0 zZEchE9$hCfD-+=2fX8~_r|BM$WtuQ5(YXt@3ac;f*p^z<0>}Q(9{|1ZQ!+h!dW=pj z(R{no!`l~UZt*jPr_s0>rP*_iwGti5fr2@fwVNDwvi{L{>XwfG z&UDiJerZFwK~;Qt)TtCBb2?(fd;`Fal5vLZu_Lo1Cr*IS9 zYxK2lT-8w&hokbrf{Q`&(AC^&dCxPa8&9nx@%NZY{K=^BDvS4qVmszRKa@li3P;DX zMADu6JoDA_*qXhikMi9eC+@fS)npfA5G$S&M@(Ffmb5kWLuT!3S+5q#j+&1Pl>jx3 zOEPL3SGK?|`D78=;%<2CwowBFP8G2kV)>v~kzETmZDEO{a#u z-cRt=^Kzzm#7D?pNv~>+;$WSdW_5td{kWTr)+=MR7^yeKJ(dU+fe= z)FjjbVt3`47T0#tda5Kg<%jOyyGj{L8vDYFJfGvtA0`fLd#(pEc&(kx$H>_kdjX*D zjaBJpioxOWvw-ml%iaqdK(gX?mMG!aTwOf?CYs)&_aSUFT+8FDzB{4>cZ@j905fVG zqgJlJJXNqAT+4Gb|IG>{uS`&sxnG~WJ@)LTcH_$(>0^bh5HYwk+FGcag5JZqw>?yA zye<}Qh;ot2N1K;9&?Qm#QLTQb-sS|WXP#l}l9_>kvaQ9RfNE%sA)Zdryc?oCK7J!(twWq{_LO+0x3lpJ|%TSIjyZkP~3 zsyPD7-)d?xnx5FK+2W;p(`4ge%gr3R}TlyOA>Q}9Iz ze|aRjV`X~tO-VE1lUXK^@g_^YGM1h*nA7iJ@ zZ_(S1VpkVNO7T$v)S@g6_h*z$i|)5s3qG|w+Ul2Wo5=E%%q$FX(Ry9mFx{!<@z&tu zH=m>Sd8e8WKC2a_s2=_9U&TTF`o6JshMO*<=^v&GN81b?4ivVY{d#T~+@=m}(anv4 zN~SSi_?dmOTsb1&e&VUL2i_KB&^=5Rbl3&FE60UcW#wf9^BaRRHh8e0R#Lyo^^3QI z=KtY+#0@}b85aZeL@(`Ruy#}w%* zjeFrsjavc0X(fqAgA?Zoi}M`~!htNXofrhOZVQv?k(o=t{M+jPN*fYABgb1LYi^sp ze}17ZL(Aj2WicL1k%97XPOl+ypZ{E>oUWOBKmAA5ExutD=G&F;r_(EB=U~(o2Wn*Z zyEnG%so^>=su;gu$wlnQn}aGrD@HgW^>z39=m!%*P^FMdP5LeH$CYC)2Bjp`yskRW za#n-R^EGgCqd}77YJ`-$0pWq}HOFTb5T>cy?AB(VIe9e2sc^(gItoR;Is`7?!6y-X z%ipi)$%U`kR#ibAg@>e<%WL)HI=Yp)$e!jWi3<^XjGZm2qlTP{MNp6AF>y+dH_bH5 za9BZim4dun9@})mW=H!zQLo)ab7}Fvs|sSBRd zn;V3WLu7OE*$&0OB>+jIz{B{Ds!}I$Y1E`LO5eGTI>WmBdEof)MjMP%-^8jfccysk zpo>1=qco~AJW*9V6l0~6TcifBfXR__L@I04cc(w}KWn=DG4Bfoya9h&c5}vG>S?EB z-1jTAM$4cUrD+6R$mm@>h_d?Pu?;j$p_8q8+4;Zo@eInar4-7rDNHpCN=|L;ve^pV z&cc>L0dx(w0SX9El8%rrN?bB9O%f=2H0XOVdE#%tV|uNsNbwVq|KfvR>>|F!Ex!WF z;k0mzmvRir2XD?-x{;V0nh`g!b|v<0cUhgL{!zuBxG3qyu0)rbztfQ`JZL>SbDzV= z1i|9`*$RvQYq(3fDbq!U;;~au{0)*mp#kE?%PsnfPsp8on4So*^{m$g54gBrX~QA= z!d7Rn{z&stX)Cl!2*D~`w9#eBY{yE!HfHPfNZ!YYZ{{nh6U#}sU*TjKAtBzD|HsPo z>(l?A_mYa-fQ{<;0CxMn+drzTyI2@@;j7X?#C)jIDa${q;i?_@6_VUPs+gcm#KepF ze^hG1@H52Un}`)wEIndZ=pR)cbZV^?#urxuI8}g4oXIMMBTn=hfkGq4(Gq02`2XS4 znv!D&isZM{fGgtv^?D2bZF>8%RsPzSS3k3lpZo7@3p4lax*Hg;o!Qm**|$*MNtgQU zX~xU|B|+X5{u|X^V|5E=n=?^PPU~MfkPyJO-#}I!Nqtl7S=73gR~!8R z$voRsOGRzPM?{z;x5$!nGa2QlWq#PwW!_t(+cLv4D@s5?cUGp|tH(wd?|lW7z+0w6 ztpaT|bt`y*5%e3$qfG;134zD$E63bIn{!E*@oT{KWWEyD_K0mcI3?U^sxljf4RLlz zyBo9g(hisg7)dorc@~OA@^)9t;x5m04n(f4u7QW2B!c!ljnB2iChi&hIVySBE*rVV zEnRxIrx$D{~|m5Z$qB<{AI-}e#s}F2~C(_p!9}rb$vbLqE~fJ zol{#cR5(9km)F;*v7wX6SeL>GjJZ^jCC8S|&kvNDZ@vgwjz>MGLJxr^Ae3wG9QV(h zNhSo2InEuoZ!QwCVWFMJ4E%QP>(VS+>1Bv*8Xy%9qJ}&HLd^)?t^b)jJ>&1W5|Dk5 zJP5?%VS@OYV3OA$a|Lx@HmzPh5I}+r3=G~>y@;ez5TKE;4wo~^u;G5J(MM%hE^mR? z61}{!10IQ}Q+u%*)iTml2*lJ0C+oUDXb%_1>090)B%g#P8^vgG3x{WPCvejN81Xu6 zID!KW^Y`0t;e|kJ(R49FK{kH@7l6$2ap_O}YP4r~?t}A}BBeZ=YB5HK?8v3Qzxn(w zWffw(V!`1b@1!uMtbrLw(=P0_XJL8)|ESV8OjBy)*E-7GMxJqE-G}PTlHI_@fuqiA zZgNdnT$5LtB;qJGJrPl_)Lu8~Dz^TUjcu7@C8cTUM%wie!%j{Jom2Yv3nSY+%V&#O z2;q_7MsGUOQmyohV6N~9su)h`juNjqjvJoN2Tzib@Lg%(Q=r2S%k=ZObv^0QhchqJ zs~joD6KO8qSrR3UD`x}L>WAB@ex_9N&W{+4!S51W!XmwD(GnLwOYbH6K32Pe6)#z{ zMI<{o|7YD4K=*eK8PL(JttW0Tu5G7&c+W>p{p1L|romsRcu4oNJzL*(V|(!YitK3? zxEaPnJj)`P4)ey$y<=DaH3s#w>jKV7E6v>wzA~qdf_18;&*D33emQ+qe2*QOG^v(8 z$xomBB*)2f0#bEwC7O9-bNtpN=VP|F!lSVPMZP>4`_KcelP;i}fgs{eo{#gGP5X{E zic0(hP7B|E{`4^cc3On>-)(L9ba>7Zh{=&6GEiFCWZFKjH@tVVL!qge4ymf(!N7-- zLqlqHsWiPYT9DgaJ0fsoSx65a5^|M)xD3q;R@0J z%wXU@Ce~Fry!HBzq8%t*Gts0-JbmDtcM-KC1ucH!6L2!E6-jIMNy(T0VlM0m{r2-F zXYCL5$%j#)Dn*yBp0vSueeqx4by_7hUAEXq?>s{L@obpsCVp}97*zLFn-77(ZCfhs zX7azOW_~4E^ z(*ZQQ(!Be90f;aqhksO8h-IwX^~Wh5JVoOEuax$Rub*j7!ue1gtY_#y$B&op3n#8K zF~8R_!Z1jj$vvZbB5U7dJ4uY`raX$_>@kTW)XNxPON_NjzUuCtsL#ic#d(KUkP@v4w+71~d^Pnk%&v9FNKR>d;9 zO9%<=b?Z8Ht5=d8`@vHJap3D+(Gwecb(GFQte^jD$<;I}vj2Umb%=**2J-G0jl;4y z#rhSsCe%k_pCk-dwlYp50i>@o0dW#Lh5>JG#@OLreO=;w=^VT}ms?k>w!m4z<+Wqw z7PEq8pc71I#?o}Qy_cEIDi?f0FZUt9#yhLiu4A0*q^QR&n&Ow&;UwLO_Wi!RDn2zn zoaWCH**%DxtC+UHn>+IrpRco;a3&f&`JwJT_GT|++4U3*B0_t8?+nZqCE^UTKA z2f)4WTGyGUwtv6H2e%YM%IQz>-JtZl@4XUyakPWucBHrFp6}Fq`sWP6HB^SPqBPMt zwtu7;+yf`bxFw`DXT3uu*4S4CNd3i4>MrqjO#fy2(g-Tq;cqT0IY_&aK7#w@PRxTEOmb5fK&`iTr^x}?Af{Wl(M@_!RjUy92K=a^&FNMLtU;Ip~Oqxh@;i|eD$oJ?8F~@ts!#A9Q(+Ij2_w$qj?=4w=WeQJuUs=~;CcJ9CZ!ZNVT<>e(@)GU@CkOgsRR3P9r3Q8;(~yvQmS^qgJB*wc znDz=c!y$obC&=*qFsnb~+Vb6!6NisN6ZCmHv|^2FDfhV)%%oQvbg!7VWX|5FbFdVv zi4HbT;b<{6FKqv%`jd(!AeQ1+V5hC=?NYr1V(*f^RCT^=Pmp8Ny7AZ{9+&CGgt|)s zmA^jxbq15&B^!@tQ~HbYVZMZ7j;iK9P?(p$FWoy-RktiPr4yZuxdO)xlU@+$#hu2P z$myJ+0*(G@qo;14cZ*?S8Gmyf_d6IG1(+XNQ$vX3sp0LAg}l?`ch7cBJV!2&`X@U? zCg_DGiF))%&44l#D%micy>6X)ar33=s>7M~3~Q%O-%pB(Xtz)??YaSY(J`6Hb?rxV*ST*7 z{|b<~6|3FO#B$t1C3(8W6X%L2qn$p;SgomNjUQ#u>ZGnee7ts;_ddz=(;XkBu#H#z z*8|Uo35P(K=j(1Y>3>uYzB5FhbWz4%johBG=9XT5pZ#;i*M0@3S>P^+cUUaj(7&G< zs}(c^HohyrHXL0g3@Y%6DLu%X2YK2|Q$^!Blo4yAs5=1&**G5Ct<+KlO zIN-ctT6HD4a zUQ=3}D;Ll!G~@Qq#MtfjO@)LBt$!Q{wwE&s9v}ODH6m!nb7II^P78h|r6ahKlznuZ zd*&|(KXIU%=%0NqgOga%{$o$G(eF4o4U6dLRnRuBiSU#6SuME7PVWqn*+U8)i&C!k zT!4Y9nFV2kz2l!OT(xoRohB3sTMz%jPohmdK8whk;4HZNRQzEi3#4wrXv1h*m|(hf z@+MX-=8DX+$_>gp?swA|U43}&<4IM51oTm)YRJxowUi*{BwbYok(0;PF(wU!%K04AJnvn=hfHe;_zq_S$i4eR=%{eezcu7>XwCH)h+$cw?- z^^IibHD1B_IhL)CMEy6;7tV|CLm8oyd)x?grj7^gy zi!x^*p!4Q18t#qxs6t$>0)NIphbm_MRVgXV|h7hN$vwj#|^xDu$B=+-EY6D zG;S}t-V0q|WJwWHS4uS<&W^FUXxT8=ZENwiFEN>sEu1QhH{?#nAT*n$JG8AlWfPsn zG=|b}=L4I+Mt4QGn~R|b<0~N2-5ScZe^iAQMC9Sp+7~bHWL+d!_vYVA@B@Bs5y_xa z&4t^t*5LD?h56gOarE=4UPePEK&)=wjEbALZDHnTzvb6G_juVJ)Hzx68;T@r>91Dk za3eVwF)SE|&Ed`Z^q#PU%D|P5!|a1o@sIA~K~@#>)k-AJ(*-MbqVL-=MNSI~qFXC} zV6Tt9#;S?VO!Xhxb~$?cD!43h{BM0i%RGydEKiBkiD_=U$I19p>=phODon#Ao}*a; zu6{pZZv{zmCt?$@I+CEwmA#(Wv0Qo3iRrIsh-GlbxgozYO)ewEZRlrDC~iTzVEVFS zq?FI81oKOMPg0G#FiGSe%s+}|5P#32EvWu6F)n&}#rdyzlz!hO1Kx#Be#f#0Qu z$Sd(DV`&LlXEQrRQ-)v6XbZNc>V=hFZXE2a=%kJ4$_1-3u8GG1DyqKGEs2VZ#( zPs17S4vxsbw_OFjkb&JD_QE~ZDe(HdM0o|n33;<0aSLs1X?d4bfwm)Kw@l#7LwAQR zyEF>?DN34MOSp^E(S}{bx+SLn@@RXcnbz4m2BzUH!_A$p3;i5J|51D5L)ejW9N}R-J&E>Sf!wJz7Ywp1IKZvbK=m7dOQxPXYDAj@1gfT;-OFg=u zMbG@=kwYz;etiMH!H9(~pxY#q3>8n`B>+=V@hS+@zsFl{Uv}U9%%~=$xl2X0fKYeB zS1OAwZz*a{OVd6^WbWJIVY5`+5Cx%)^a-hj-lZ|!I~tze^fjs(RZ(1p_)H(}i}wvm zUxCEc7gk6f=Fb|HJ%Mzs(FM|GLVd`VjeAyWmYEk|(j$UsGcJU~HFgQjw3!APt*o13 zzu)ks1DnQfmPNC9jb-rqGkx=|7eqJFgmI;SBuB|6jqOJ7BER?Kj1iVxq*B~2o3oKi z#+D?UxAL&W3M%@@^K*QT=VFsm>n&8(baqtam5yE|j!wiiN6H<4krG}-CuB}Vy3=uy zjT1D9v15G#W~+Wt>j7f#1gkYWMqNr$4#?RuKE*% zP6DANM$MXY()-&cu&LbXbyjjdHiAN(o&z&NWSKik4VhV}fJ=IX%hl~(#Hh8D>31rb zQW60ES^2PekfBEjHu5urf8GuNXrrA6#$Ps$G3HLDuVmqsMyCNepTCwe1E&!3;x^QH zY#oPeUlu&g*~QEP(Q>%=FKk`YMj!gvSm!IoU)Tb%VfWnr2J%8KM6&02N6=UQ)>@G0{VNRXVON+a{bG{_i(;?SASvH zRw?t3Dk$J2_pehv>$qad^*UO4uRV)f-y(B9AeCZ+hf?6LtkZP_-+{OvmtK7rJ`hv+ z$=Xc`Z@{PB;kJex4NMS?e0%!^8=gC0HCIK=8HmyRsqnXWtL#UI=0t5oq=>J5CQGU> zQ}>6g@hubeAwGp8TU1SMz!>cNqWdsbbLPj)rOCB(gDAScrs&AMw$j*~`As7T#l-aa zu+(zKn0Zta!+Vcdvlye5**EHGW&!7Rn9zNG(j7UxQS0Z>o5(5Gs4~vgM~N?O6A2p-MH2dAq>-d6Ib~;zcZ#C zpL^~@{}@@)?61U!jHdi3a=95s`=P;)>!@95ynA0f46GTBvpr91H-P-mi>p}=82b`* zg)=fG*upN>eYxZB+Q|6*Y`F&_MhGs$tj&+SQ++|m;3n_4!S;E2Qed#QF%R`(z(vvu z3{o8N(Z^0fJa*mj{6|^kod!29M1`dZA$Ca~4jQ)U{Unht_}QPYH1)RClLsrpKl0Yr zNUUxPaY>l4MZ`D5KHh8(#aN$fXVw;Nzj!ybu9HT2D@mnwv9~K zhOo2ZxLbVJq4hFoWPC|ix4n_RJzd!BR1rjj^2?J&HC&|qO+o262-lDV%+bR`2_KXe zH!S_UraqK<7H;tt1&_Ml&c(O@PyXchHc%M0FYRMopLHMfRDEE`cO&VQ!=in(h7+5DWyNaBFI;pn_Vtt8 z`z&?m3h}F!b#(cq>}qcU(xt-xjQ%1YnTM~_|0m9qM>kYr*0riQhY78?twI~wP%dXZ zl=nFhO)?Ak5P&dE7Z1rYl_^&dldDLh+t7!2U$p6H92WzjM@*$oqgCz9+|xipe2jxx zuc6x!j=QJ`m32(d1W(oQ#uRE2kDGHg8u_s6sKS_|b#uE0f=aZF zFS`@DUNo)d;B?xe{kvP-KkD>3_f{T}+NW#jt3fS&j?OO0=+46uU%m}a_jNj_P0Y>N zKvesWkIFYzsR8S0_+ozr3T>b%`$7(pteDK#gDHXnF=Ol02PZt3qxpuTo#O&_gfE%S z32880=ZB_Fe-(aSFuxMrHAM|h`_HkqL#AEa)QBiKSkvnsjnWf>{7t)=+!~Pmp*bf> zWyb3~-D!2~1d<^5EY+UvRD>i!^py$+zl<_EbyD`_-3>nxWhY`GMD_)CQ4x0Q(AlS7 znfk;}-t0P!#-}CkC;vS(H}BzkI@NBIX1Etb@k4(DveZxs2#!XhhkqJPEsB_{KBZAn zErC!_^H0$!0h1`~iQU7aj z)242nio2@>7ivWh-iuTes~CVu<<2?<h?X2t~N(DtCxX4SQ&J_$UJr#JryBVv`e0Yv&7ZQ3a^vefHggd zGU`tBT?!28_~LDhs7&P$)|uw9@t}@ELhLpb{_w=5*C0sDbI`3K90TzM9+oJE^HSWl z%m_%&()XUgMjC|6Kc5*I_B z&s9=@(OSd0lB2H5j)hb(<-T9mA6x5+T4;p#1~c|4Ps>mv$<;^-EXDqBZ5D+}WW5Zsh$!*lh-$oYnAF$dhy{1{n^ z_W{7Zn6@$@W^pCCqPztvWNy!SJiB&Lutf^-i<+&@T#_N}K=o>|uD_n_eAE416y5$i z!{BvcBNd(I@dy8h_s%xAmi>*3=W~zMP#Z znCXb$87r0flkdvPdsOh9t)?1ZIx_}7Mq8;^2zT3fu@^T?$nfSuue}_4CS!K-%20cT z&F!$wo3%O_URxZ|r{r7Zp~E+5cVEZ-Ih}&6yJ1>uW2$sP$@bGgRF1v1&iimPiKv6M zq&oYo%3^80swb5$L^*`!>`KN z^Y|_>=5ZO>$~y7Es`!ib%a&hHUk3k24+y-3y#50|_S648yUwj#5B|YSwYk~&m>^Ho zY7w8TM6}u(^-~?=R?HL9eqPKSw~(|6?hf#d8!il|`vKwYm03M|cLZ-0*F7rRIWMhD zI1lJP5R&iY`tB!lgf0fuuCc{sB;%SWGbN`XG%p_W7PMiNkOXN}aB3ftlXgw~Wff1u zFs&AFoy-e7T#BT8*%#+UCNGjq z&Uv2ux$o<`J|^x!?Yz8MfrsvvguKB!lWzEVL1@IgFaPJ|LPzD3M|KWMSK5i%c!$>0 zq{0juO^6weDNb6$tapu3d<*xjvwKR!TdsU0mg3VP*G<%<5Ff%7j0WHg5OM%)vk0yWpP9Vf1f;r@H%}?SI1}f(B6t7c8gWu=(^4E~(pkwjGc={=Hmv z6FJ+rdVoLIWD8mrZr*=5|6x<0E?~dLraxrn9Pm=u6pm2ttH;+*zxed6xyYeaxL7&2XYJN)t zYrzYvXRv{1YMhKNdc16+tbBF^^A*ZZR5cD()vA?&+TxP4K?Og}Oj=i6u(l8Iet6oQ z!vJbc*Nn%OzSsCF$NdYIEEegjNjQ88@vVd<_fkfTJfP5@I|<~O8Yb>v@$hni2nECN zfyUU>hQ=%JkC8FGR&y=cb<6=y!G=jiMdE#ZaUZtln#y>>nz>$ z{%~V==fc@N6BT0Cd`5|qU2gPAye}mVJ|jIB3`KI{W05SW_ZBPD&VXN2!34ng=_p9eKOQZE> zpO9=f8uh(BCF&Q%UI6Imw%%2-PiCF$FD;iaSR>94K|QFbrACiWIW%Q3?ruWH&xYnm z@1{sz;H+K^DXuugbp5DFU2FhQgWF>rhb=X~x(zl?t*gpQUDT^;9GBU44Scp+FQnXC z0QgE%@baDdsv>1u_lvx5`@bm+0H4G6>#GM5Izf-AXijiAXLBNoul(*0WsjyqH0d5o z*Dl~Jo2}89kd{v4E-U(6cKN{AvDzd_v4zgUl zB!E}~Hnk_QGr=AYpoiS8dz!2l?!hi0Z3>Fg5I2tiKu#N8`9GT4|9!O+5pIMWT20FE zL$oGj<E#SG(bG7nCK)xRvvJJlSVXhR?krmXJ=6O9& zJ@%+Sb1a|akDdnRK*VbY*5t zM!atEEMD;~Yav6OE+#WVOP;|9@`fUmvRQ>`g`JrxsR8z-hOaOWN}boKUfo2K?NWYQ zle5bYbMBKqL5nPgxNxcQ(-z%$XK|AhIq~(lp7g=SbF!0nb9~qb+Rd}koTFXUm*;O6 zvj3xUNNT9#Qh9s@s&`2)T{7wUTI||a>a+8=Dvx_qiKEe9<-{WAe&bGKeFl0~%ocL1 zhMr1$TNPQdPUKG2&Id=F{mcg0^POD1OuuWD3a3>73B)M`=WTmpeAhdWisBQLFtnxu z)7>D&xVn|}a#KPg>E3(}&e=Q}dT9nP+L3Q?+7Y}XZVh{v4KaWPl{O&IE!j9edF0YZ zi;2fY7k@U2b=m+yVMXr!0yWV&6Q0Y(3&Y(S@8qDZ1{~$jFJ(>!?~=pIt#{Z_k|!r+ z_PX6Y(qhZI9IB?9ptb<)FOQy57rCYfm6LJavT29V#C(m6p3B;@SuxxNKW%$t3z>-H zL1aZJleKuX-c+;@)#C$|z@HzkbO*urkT@Ev_$B$Lf5u+sZD#RspFsU3~`zjww54!YIX?A%e_JAJwlLT zTd7*3O4xmK((IKF&~1;IPK;*M#}#()3^vbUq3a*jfZi0!7I2%KyiQAfaK6IR?1bx$ zb{zM>#2X#%Ti;g}SR9_1UQ~}xtdTz~JJV0CtZ1@a2AxUnd?8t^+$EQT$a)lptb5D) zP2%m3F3gZ=@AYjxAyds_a~Z4DQ6b7J_wZIxtC79BRhKm)KDn8UEBp-PSj1??*+ z8R;tSgp$(1^$j)WHK}%l#q+@IaDYHI!R_*Ll??M(5@noP9bP&%JUs>-54Lvb)3(ur z&R*h%*IuQ!A`5qJOf`3B>;=rYI@s@cPB3g+Il=~V>Zl1H!#mH9XL2sNRRFfRvSUMV z-M($5cqXjsrF+p?CRm6W6Og0ks4$l8A|Kcl-PY^wqGNe;M2g-2r6y;(xwr1631FQ}8vZ;19kLhNv&`KxF~XTo^_qNKyRu_5{8b?U}r-Xg_PoIiyI(EnWh z1)#!^TxuoGo(q5r$yW_APZO_A+-Ehir2xHPctj9S<}2aYXG__+RY2{Yl2$yJyK`sJtVLDo z37fGWvH@;$@KG)mYmwhu{CZP)Y^2uT$b%cZ*Z4aY&f*^AS0OZkJrF@y#ye|e@#7im znos{xJ@dY!P4G7~oUe<#fsMx2YC6!l&+I3W?~5JiO)nVDX5RveM~e{g$y%9r&66Q7 z9-XE(Rp`DiQQJQBK67YI#r&fpF;4d^-*^?28nMYOGRFT^rC{-yMSFI(jnDl4&C_nr z0gLdPUEhQf|LQhW-BO+A_nH4^cJ5K#a`3 zTkcu!sdmE;WYd7x%-bJqW=k$uN)(zsq4=7NBHK=b6R40F6?ejM*!JcXGS=Upym9cj0SUz+5=;SOaarB6J9KA7D_xScnr+2}Dnyj97Ttc>W<; ze5q|}quV|$9g^IPU#c)6rtiK%^e3Gbk1$QZ<1Ac-i@6w6lU@_eRd`rF6-^4ZfmJuD zu~&fmsS@Atp`5=7r@3C=1ifvx7aw-3&PsW>e>qzd1}6b11%VFaT`OnP$^7%(ltR0d zq^^-ZU@wNg=M0sbJ{Bw8=~!o9vnZ+hVWavT`4uJ^P`c{heZVv4l70|=tf_vX>US^I z$nX1aRV6i&%wWJ|Bb**TZjP+qB@GAjcH82`68jhJ&f#gqVGiIS8+wlWM->^O>d<_a3pxivgw-_Ua5Ua?TWq-c57(pO8y%I_o@64&?{`g~Fl`gI=E>o?e zj6vuU_E)#h6i;n=2Ih1C(6`+dvQ6os`F(!#FX?Aed$%)-I(RCzb0TJ zxTsF6ITqDaZM?uIDNUCp>pIe|9gwi{jy=tq(MYz$4!ZXY4yu|{4AlZKEG5msB1Cn{NBWvC?wFPfB-|nc?j$sAmEE0JMA56;x!~ zH<-L82{f{OKSMqs8Sts?%S<7H=nH`_Qd~x_8iy`hnn{_VKE?8MvX1|FuA6gG_@y7LcLA;B&SHVH3IJPu}!t zF9zKgRP{w4EYaCMPFKzx+=#lx(=s2O`zSg$q}1Y3cZH(Me<`w{;l~_;tdY}-#c^)E z#Hj)2GfExDET_I#vNtm}w50Vbew?`h6iE*v(36;e+_T9-lFi2g>v&z?mUj7U$if)jOx`WpJX*r(;&Bx&G&Q)#Fkt+f!-tp7;$Dss`tg<`Np zn6uB$cV1sGGaY0S`&0d@tnu_W(wl4%W_i3wz6~#zu7-R&R!LDdFm$l}K-DKOhSq|w zqyiw|e^m6uVC5=&VVtY=Bxv^oe{FS^w6aax7p?`Mk-Ug@*PcbLXn!fxG^v&6f^-w~ z9(C7F-C7U*G5WD9`Z~?YZZ!BhN$HN+iz^ZpMgvyQe}yCZTVoBWcaGNG0RWZWZUCI7 z1mb20P9+UjC`kK4bGLI{Iz2qx8$04kz6aAxjFUWWSF^JknBL=1vmG${Kr$m%k)u}R z{UZ9w^{Y1SLGPHtPkxo=+@d^D_4i<6qXL{rDD5{q<$(q}QhSJsxVtCd_)(wadIR6Z zbs+5lu?F1XaBiYIMq^S0(^T86R90~vc*7}(VHy;(ivGedP*~==Tto>hAf|Q;UMtKj zD-91*!x{@(saWr=3l!r7y0tIygrgZx=xEgZZv{$TMf9dIc@-Y_uBs&aRSO8+UZ6#& zS6#qDRO&q9Q+7EM6sorIXW#!(wa!q``GL;#0@jt#N)$Mf_U&2=BSH=@2aaeejU`G7RzYag5-RL{a3 z)4mz0bH?~N%oux`5)9dd5AkY+rUxY9ppH)7{Lt9@A*8$)Zq}9bsfSqY#F>cgx!S2= zr=s8R<tje5rzQvd}B@cyFzqeZlDSEl~Xx z@oY&;KmH<=E|d*7j{!)kjMt3a?@gVl4thxU1H)Haq66w>@AToec9>(BvX4W&vMg=k zRU>X*YMSP~p;oYj&+#IU-xpZG{QjZ8=djdnAlpmPy-a^dR!Hs&e9o-Pl0Hm^+h9Uu z;@wRYk^5uml!D}iA<@Ian{WVmlK`|ur5^~4R0IXDwFb?wS8n_M4f4VNw>i~YcD7Sq z*LI^9e3QZT8`0{s~ zJ;XCf=+#BuS3mQMW2E53$!k|@=L$=iA38_!=qse?L#r=5%=6v;x11gR)ZeLp(K9Z7 z0$L1jzi`QLo*3qeC%iq{;%{1WZdESR4wRHslT7)$$;|0bH4UMo$N|t(^RNqn^3XiK z#OfJhlSNC-yJyNGI?+cUYf&#@EgQ9>g0dgQvn5nN0j?0zl^h4Yu|#@>|GAT47vIxO zDE*++@{j5*q@&eeX)MEHs@!!nJvLG*`-{{$|=d6Ez=MAeEirf_;r0RjY?Zb z{D1QtR$>j`%Wr)Dg~1E7g-8}Z+n-lJ>8oAl8J=prAY>6wtuJIrBCXRN&jvjc=(13I zpsvE7WNLve;gR)5GkL#66(G;yNf(C7JIN{)(y)vLX5HKrkv^!cd_&anb!f2i;$i>U z*>>Py;IK&$v4RHGXug2wl>f%A*C zrdd*{MS-cC%OLW5zZY=@x0AT+M;bC$b~FrGl>48+yM&?tXOH^-?`zkP|1Sp-iH-

-Vp4U>U1Ek8-104M?u+TZ`*t{eMrC5+@Nlv-HV zn$=jmrb3sJ2}veH(wr7)9epm-OxU>KbKmk?kgKiRO&_@Hg(oqbpbZAEJ#Rj>EIP9m_S^VK$>7k~Wp1mztX2)1G=D zTCrq#BcoLw>TTF%9JV4U*LZ%r*)8$LYS`7eBI=XVa&|%`(Rj>g$6MVk%0(_6$jGSp z`BGuL{y>Ju6e`gZkyc-F!gq{(N^HPy(9^3B{6v~QLEI<@c~{havjQ-|go%H#m8;l2xR6eI+=t zLxG$pCF}#(h}47I#Bw%?>p@7~ZAvJVr;9OA2T$6%l?`8;ym*r*I?f%qiLCSXXL&zU zupw_$c_l?r+;mB7$~NAQrai-tifcCkg$^Ew8w0CqHj=M}Wcz08bxLdHv_aYd$54X) zb`x|Y?7}KBIH$FkCiCj<*~PT#3X&;CIMKM2_fF&S`Lu}F$AUk0?%UmuV!2CQn#VFmfW#l=nKP|q>HNdfqx`gVoW zbB*Y5ir7)Q48M`#;s@{cAz5Srm?^+ro5AAAot{U|;*H!Nf(b}3na_tu-COV1&+3K6 zO7}1&yDaB^jtHV-mr*v`gl#Kek-7C5*WW*LFa}@)ZeEzr5q~@w_nk5e9*>%sg{b@>cuoHEU$!%C^`+i%-BR|LblM3nCxN>@-(#ayK91wR z-+p{KeuC;pJ^NV_0We^O*%DO=rFD&y$8}MiV2SzU)<}hy0nb;|a}O7Uw@c*T+MC7- z^(OvohGawL!U-@uau10yk%F)|OW$L<_i*X2AT+p+atL{OydyvTbfUXp5Efe`q~9vTWZ>=3fdNxOwkSEty`t_P)$Lx-HN@qb zdo1GoyKxGRdHwSA2e%bH&3%hC0&-+y`WMAu*`;{Z-ir6yeg_F}tUsQwWp=(N3$l_5 zw}+HHvz@OdGESNrJ_z9XydyLbPP=e)T(r&xU%k)$UBB{y#{6&e6Dp& zj3>%6=S@8+EKm$}naut?%@{X$j7b`l>8xz}TuTQTO4^|2ZLElsIxHP$?bS;5P#IN7 z1_DHSttSklw+9-LuKp(#je6Bj|2vUbsp(ns-truo%p0Foff)#oIHtF8#ZO2WE7^L@}3v`9-YjYH~-X3XQM)NhlvGC-AJg7<58REYB2V? zE!Ro%WLZpas+0%^?EXjHJWJ!=mk6!o3-a1>B#H&k{HfP?bw~X5`;9cl)9+bh25(4Kq;VZXd$#xu$+zh|)6pG}yH2;4T}FJ32{`T9+0>&e z%mWIF#vwY;ziNNDl}O)#yk#mcFIC*c;hfqPHy@|J!+5$peS3e$ld=!cLak0tJp=V} z&06lj-RE!3WZeZXF)AO~I-NU~^D2kOzHbc`diPCXL{B7kyz)-Oncv08m)Ptb&))La zo&M-mbtXXID4Tbco=V`NeCB+_)@t<((YUKuYx8P*+1*WV90^0^Ak;nnYwS3|X0Ls{8%sld zn(_^Yb z*;JbSlCe#i8(e!J5Pn!8KibctI8S&mUQmxPYkjgdFUX*CYSIiOn_DSq2H4NtrNw#C zYb_vx@H{h-hXP|K<%(5}aszRTpRYjjgRn$5c8hOMvUEO>AvC0Ag{1T2@k3I=)@b2H zKHrPbVo(gg!BkP>jbB#Z^ljNSSwsvy%lYq0d%1{;l|qeO_2&Hs){_djo>1qyP+3z? z@P*M;hq0z%y<7JNP}kDuE(|hU_Mu*vhS6>Q63q`Q))z{LF0Gs!B?YLOxQTTO{OLV^ zF4#y{a`Ug}xlt}h_u+K#oz}ncp8u$JiefYT?Si?LZKuJU#8ZGQz^NqfG;w`FTiX&k zMH0c&xj$s+3Lg&&j%Ey^=RgVN7GA^vDZ?EwEr)!=&rq$W`9-rPViH zJs7XwpWcND7mD_1-!ht49a|ioRlS{lI=mS|pYlPPe%tCLy!|!WUIuOdk1Bp#HNR(f zwJlI{Bh$0%c~1HhV6HrSWeyd%l7j@D`|&WaPfQxS4h44in3t*a1aHK@I3KJ0enK&* zy3Znz&l`ejk}3?>+=0_jY0g3{m+G#T_o4!d5w|iuNhP)4f&Quw=)ST7x^~C-LE0sm)tpU!A-)g5{5UPiS3PZVM@IHw|X#>6BslZ!sfl< z?4SCq!@et;L-78w^+@zY9WmJ%^egr4sK`DKMAGc{JCSqt4Y9wn6mytKNiPl9Z6Uj` z&UYfnB#Ri76j|w~c=QWie>)1-ea}LyUC=WmSAHKkAe3Y7RtAa7sh^If@NXT}mlwUr z+o}@#HdViA=i1iL00Wp#xJ=Xt$L>_?G@%=BMB+u$Bo3OnHkWt&U~7NenhkD&rsrF# zyIaHw8zzMu`SSu@EqlH`Akos45j)l6(v?k~D*UB8y-9hn2L<+=j^*mp7!a4}vcZH;DOOCakpt71eos&6yl5BU z-5uQUD~H1}L~&}b43pNN@=B-g!4RH2Zt>04bVEPybcP_&x}Rx(5>$O0+KLzvi_WR_ zMRa5dv66oOovetwkAMgv4jLMc3SmRdg@mb;>D1JlzP`SazxTpjGOHAY|K`k@{mPcC z95w3Jbv^_|R|cl78@$V^5A!yKRHLy{&DUD*`Rh@3Wz}x^DI!KT>ekqKjB>A0`^~qZ zd3PoL__7}*%Yc5I%jaSnKE2LeKQ8n5?C01W#M~WAQ?T)(`M%cE#ik0eUl0yA-%!vS z{~P_C7n9Rl6uxNupXh#V+ic~KHkx?db;n{FuTSJc+delB5d4N^plL+hBx>l^U3q%a z4NnW6s8*l3o)%|L*`z)X5T113A88PV6=R|;+6jI-$TufaDlFxP>-qCk{X6rPQgm#R zM2}%ykX|8FmLIuew-`Wn7ikP#@L}G7aG>9zqu{kUk@TcTOHAX1&8^ocvy3hZPiR9PCCD&P>|9pD6WiA1vh~w4EhK1IkN7 z?`-ZLPX4f6#g?a7MwUp;Qwy`!2eDa?cn`WcpHtsT-W{3hj{I1=Ki}gWZg#KP<@;GG z*Y3}|Z|wD|vaEk%ulQq3b>>{PQ}az;D^(~uF*r2eb*oD9e_$4ZM88ZAdin8qcTl}} z`+WTKpus1P5I&+wafmfBBA@85@g=Wi!hs{=XoS~ysfz5?GNB~gpt~t3ZbQD*tW^kf$_;{vbo|i<=XBR^w{jhctjZ$ zw%z*UG4d9dS$0T_UFei**g1-4UVANPr8)E>^_ECnVRgLXZsuggDN{>UuZU^TI zB@Ju;yGuSA%Z>2aC=n=8)aA0bj!Ll%@{IK~rU*~zY2r>M_u`t|Rs%opT`snPtFJlY zkNZCw%Ca@vG`pESZy|Y_-YCO5NR`g^}0OS`iY4*-6Hr}yxHYv?+jy7RxNH~5Er zNT(g8FE%4&BwXlM8qvD9S59Ml5(1C7@~dHi7BwE_~i?$u{mrx?ZC z17Sw06TZlsBcPa2t$ukd|DkZvBaYkvbBTs^3vk9-2Hi_nxwbsl0P-5CO!0=xN^wMe z5y6wyXL7E2AAtn?cZoaaa~zGo=a{w;kS8E zAE7-gRo+oVu_I7TH41ka*3E-GSd`L3;+)_R9wrn|A8vCET=zrm2%H-Ds9yU$E9Qu` zY&ZCMu7G??uu&y!-tu}Y&I&8G_IkfT((;cO!?3SsHuw_*(I{2bBmFpEJ4H+E$C;Z? zuC7k}G;1Z5WG~2ZM@?D7~cTtYuLgY8ZYdGpotIHw09tB%+Apl&NBX9m< zK5~D5v9IC}_}av2{!jU*L}zWIpI{^MH~31-+_O~Y+xd7#Y@K{hCpm1E(8*IHZAiMV zxQq3OfK#>d;&L?Nhk^FP*m039mBV8yft{dfHS5bI`_>5Ma(UO^sHM6cy<8fX5!GTE zov>Opx4r)!8y;gWSG;t|7q1<6o7DG`+#WRjj88B4#W?Br@zlk)o>u%YVVSpF4y>$R z8vRu`OX#{KFHNZaTB*gBX3eRn;?acRw@uPxUh4DFKW?0_FcUy&^F=z<^4@q}W6HC` zw@j_H$cc1f!`gDsI0kVqIZ|`VZ%Ansb!4 zM=WgY@2FADZ^+t6jthW}*lM((8zCt#*_0==2TmRu91syfx&US1ZEt)|Iml?&^2PDH z<;}ZoL7|@N14+G>$0JQAKnz2Vpb=92tt1gA_{@!sw8g5-Yu4zrn46$|P3tyvOySyv z@{SyRs#}R5s!r#_UkaZ31S#D!*~g#GQlPy(R`519rCvi2gM7JQ`CR1vSnd;*pANn@flMI)`ZCqxGHQlSPEMK8Zay|~_I0U3)VSEN zARnX{?ljspM8lB~!%^hUo0RyLyl@`B9Oq`@Qf(s9Dmt3X6%+B!q3|0!3oIRQb1X^aK6% z@+5V~mT0lVHScUtA zSkc1F?kTXCK~+MqAy2mDHI30+Ju8Dv&BrGM=C;Cxz+&$430gqZR+`Ep`@}PfGXhkT zXF*+U>GgJn_PET>Ih>d-?Y3dZ{UN8nS?rQ!XioP%k3@KY{92QIptrzjn^(}(@TUsO zaOn$v^(+kTCr9o?A)Y@}?R3&Co_e$U)u!|I{L#-j54n!T7Af0=w+n*}kY_8ZoId#? z^l!&UYQKQe?#WElcyxS_l|}jx;VUg3m$u?OAt?EcH)ROZ! z*8Hl^!KuQcF%Ez^DjZQKb3oa`S_zSYiNhW^WM}MXbzg~vy_=0peIg}Dw7SyM)I zYSRrCS;~=0KU-68q-*_x$Av&KIqb^;z!<=vJ^46}uSUAR>C6^Tghhn%TZQ@N4?`kg z53(FaJM;)rFll1oIYIKo%@kukQPA3)T+rC)btunmoQ_mxKGD!*IK#NLR08AIJ7Zo# zvbWh_b;3SHtSkDzX^!euPZUcy6eV^oCv0kJ8q#-mR_m4TzBXBGqvA~8LotwU0}X8C zy_Y|UR_cut6?yMif3C?;`}rw6KA+x3?im0ZaK{J`l6u;Jr~b^R>D`?n^A0k)cQkQd z(TrSDWWA$rxrwQ2V;A-KP1Q8f-KU&EPbh z%{k#vGa=&cT7jJ@s~l#Fe?9zOKX&@~?K>weeGFGSG6lYpn}gFH6d?S>frgrL=Ky4u z)YzKygA}Pbu?a8R5MOZARHJ8rtJXd6SbjctIe+?5-Qu+W$o_em>8Uh?#pC8z_CGmM zik@Vse-}HbC$40{#6o4%!nA)>J@%>2#0sL58PMW~1>wyPEVOJg-Upo^b;-$SJ1Z8- z6h#4{j2nyrwYq|5;rAad4Tc(@%53GPpU}^6P;UNML(H>u-PvK$8O#k3U3x)?In^xp zjW51&KskMJf}G>|z*FNG0e2L;WV!`r9T(YqQl6T~a+=uS=eMJFQZ6`-DkD^rfT#=g zW>q{KM=wE+hOgwHn8;s4*yvCh?y2b${dD_<673GHmRR^lf9 zRDTw4)in^a>>g;-K@4apo1$ag%=YeDxE*kR5^*62~EX(dMGe8TS71WwU?}JdwgGJ&Wq+ z?4_=az3LNnTrGxGuYNb#J2t|zg>5>udcc;~^v1_GEIr557pkwY9n3RNYVk|hO-+69 z9v`cCJSSL{5UW@E<9|{o-~3-=U<2Jf<`;nMi8|;Qa)r`o#RTT9{zqj?k3bo~+Lt zz3rDR{^qUow0CvTWsqi^Hage$-l{1hzoucDf6al~ zP%*jA&936#X)4W1Y!T)T4L6@S>5qY{Q(kDo88y$HV7??k_!!3cs99Akrq!mUQRI5o zCF|pb8S=Hz2e?kk&5tS2KBu^G(3ft*pVv2~`uhA059!@Y#(Qa$_qPc=aY>Le_rk~&!v`P-AyAf zlsRGCm-FXd&dakyyx51j_*5Xpxg zqDEKWA(pBrb<2+j-@~u;Cgtu_Zc-Fa%s!D{Q0f*{eH?ve%UWG@$^%9h$xrxaZ za&>yPw(j=8nPb1GuMBFGa_*P@^0b-$#kSU@D3E3$nj$k~6MLwNmj*01W%Hd?!cL_R zSGn^>`fa$Axkx3V_9JFPSL--`ibZ&Ea>U@CUrjrbl63jOu#a@_M8A#R1b1i~cxYRTd_} z#Ln_Np)8~EQ$l0!AK@Jy1n^K76s}@K+G~;q{(i~j_=+gnCQc^;=%N<_F<_CI?bC#Y zSsS>VIe?ld=5%QD@a;`=Rc7ti)1TVgfjH97=w7UyWCqpOjycbnNBQVH?y5l|D7r``fmKbVP{p9M}9yNhS~3O>+2-a0ZJ;#*!jQ zQOknSYS=d*XVvQ1%`vmK0b$p4xw)qJJjZwS45z()9Ns+$j{AAD%bsJx5 z@;v&FKwZ*)rL6FAG3q|)Sq(9b#?rY#16neV?BDIppbXHQ{c&K*vTzToE%8cemBhqo z#7Yc4YVm15slce=O_SMLEn3iRR?-6{yGv9kGYebIv*gDAE*DY0$+TA#J}0Il-J0CY z4p!Dne`T>L&t{pACLD7iqIrMK^{5O<1Q~Q9u{`374_0E2k-Rnd`G#+7n0iZA@4j+j zD~{6MLv-K6)l6V1Amp>VRX@60$4|}+F>}lhkx4+_ll^{#(M0xF4F|2a(p|jV#%MQ0 zU#p8$xKzjYm<87z@;|MP`$Qt+_-kBSL}zF*daOdB{vVa0+~5nnDg<4q98H}uFq zR#09mSHI{)F}-Ee2x(yX1%D5x$pyVQ-GEQwOY_clvryi++amApcEbnbGP@SdR!)#xKG()V zAhvXEWwy?K9C`npJ_*%y4B;FpcUSNTF6(sT)Ljtmv9oC6+O0^wA+>JXHzWyC$w=nn z(a1Xe7{bK!Y40CZps+tC zjSuuwnWeAqY%)9Ca+~0zuBCK`bG2A^@ZFL$()MJ z>aqHI{-d0_+nHG%WoBDlARmofCKAYIS#?t$E=Ne_9Uw$1ro{X{gM&}n@|||R$uPT& zzqz5xC9E_z@3?7kr_feb{qNN1nObz>ho_G#!k>O0eX;$Vc_V~o2$kam`te>uD2m|Q zQ|`;vRwl7v{$^hH@kouVBGr{7liyC8CuWJ%V@+9>XAMS+Ry9^6hNRwQ&aq`3{G%=y z!x(?()ntW%1}i&GG1852td*fN56)w_eK(Y8U=k#D*V2-?J*-`Nf z2vhYf$|Il{fwbo^s^t<(UrZ`MidCm>&HH`%7F40a8XOzFdCg|rRMNOl&4NnG7d+u3 zW!vWP*5*S10N;3fHDx5UWJBh#bmOUc(g(?1tAdzr8VZ|py_}rt!!w#AbAhEs zF9|E~28xcHf?{w+vxA?QZp*bTOf?6nq}xZ4UE2eNnzllBkC`-c-VmJ&XSe0t(?BV4 zE>{`)_%?JqCmYE@M(D(G(;GcPbD72$)M&{I?Qe5gnkIm0!PpH(PSwMg;vu4NjI2@^NmDdN8Ln%~x0 z*gneTTw|@bBaVg8PK0w8=l6L)*J5OjXgl+k_aH^!w$iQ8nos3oQHKgU-?rCW}}n`6J{pxjM2J<~N5rJ7Yz{I=p` z>jEek!Fl9*xD8<8Aic$_Al8O&yAWXP)1X_)8u`5gK5}Vy=`lPB1ui_54WDZVuMh1i zPnG+YCR_X|0}t~ike6N$PekLjzo0o!=sb_jhUM&XG~#ks<44q}0o4T{x&?ILbGu7? z)#JWdO3RvIoUJtruNj}-wTsQp!?2zr83R*<=|1akx5=A%?+E@S8nGEfpJtaY{-f$N zKen13Cd4+@O~O|h@Q!JYrKSx@ca!4se`BD*=iDd9d`xB0vY0uv0`S~h&0XmPl0eZ; zn!0fMegjuSnNN+69ql=r(A@|m&G#erSO&InfUM1D}Wb} znVxdfzXH~Yl1VZivu&J2aqT4WR4qj;Owk4&@*np)Y{BX-c5S_;p-s7my{@Na+FxK- zaR)s-*LN(L@yz-4`T08|QY`llMOR+zE3*1tukNxo0B~;yd)8P%!~cV`_X=yG@xnM! zR4f!xkq!z73R0wZM3njg(mN69gd);gq9UlY017BA(uEL0uYu4*k=_X{^iDzz5aP~% zcb{kXVz2g!T<|2B$;_Ek-t&7S76(>}k8+SzoH{Q~EP^LMkw~bFwndfHx#s!bHTCLLGM@Lu4>wktah(LrwHHQ^d+=_?Y%xgwPb4IXf^j=CP8#kL#m z!mSo{$c~!!(Iz?PJv}Kej^b@m?f2dRNlcM&=XW}yYR<~_ZRaWV2P#~FB?s*j$fq$l z-YZ4n!|2J@ZNiheH63EZqBNYSuxOjLNXI1|IlZa+b@F}jJ!*1=4XBkNddH6M-HcB4 zt5fP{rw+EwnVn6+iD!FSKhdwz2@;<1ObYM8Sp@7iWEE$&T(aC3ewn4z3x%s+{tyVO zb6pppM}Hp>2J>fAwX6ouvCaReZZFkp0=Z9Ru#8t0N^KZzTk#Sje@MBTN`m3n+S8CX z5+(S0a+H)E`$7QfjbL@o(|6ca^e|@@(>tq=mIIfRhLygV=AXe|Zdj(y+W0R31}unn zaDlFuQ-kH^dPdGUVrE?BQ?gZv@C4}T2$laoD&OERaBn4$%FPoJA%m&04HA<6?!wtr z$FG5!66REtaqT;_rzG?+Ls3sgH}QNsK&8?T8?7iz$Xqfez!HQn;t%+1l4QcNpN2Mv zOti!43+hR;2b&rssEmKV4C$O%3;IIbpv z{Rq@c?zTKb(4ieKerB=q^y?1&=H6QuU|J=e{9lLWmi>&btW8fzx+s!f(ADFlKNd;n z{e#sV0ITm(%~6R5au+$9Dwo>|97-Zx2y92<+;iRb;YB1`Le)7TgAsJI5ZBWGhAIgq1FhTe9w3=s;eZ~-+O zyrUVfhhC=)Pmf1%r*M?bVi{<9+!vd!6UQx5=~~&ys;6d{)9toR88$rPOQD6$tBlIpj|ICU{uDF}jed0Q6-0~hS#9rm z{#O5TBfIWJsW1G_hPXv4$SG%DBI;*DGZEM>VQF)yvS)QjCBy z2A(&koTF_PW-Z)5cGp!@i3YuK;JWaV}LuujWULzMT?$$k~!+D<1Mj^vC7xdv__vDAU-CrbFI(P zxiUYh!>`KGK4Lavz<9#Qu&yYf4biDR%8hU$^^&#s+~%_myv?K2yP(TX@xjIR@bfLE z!-7c6!Z+KypYE}xL{}l|ypx|<=IW3_I~%e-BOdv}z9wlR8TwL%4r{D{AjCsb-oGsQ zkBS-W|K4BRitjgcsTG~G=uBo*>zt-F)Wv6nXiVfh*KSkZvY6j!(eI16(`sTvJ^hlD zAGHm6N*SO?kXZj*q;%MFj#l~$xOG1b$%+S*!aOVN1Sza3o#b}k<x+~W)K&KU= zw7j$a%B|#C{nJ1g<+=i1VR8wkMoRHpZG{dy)Rta*Kx1u(IU7sK2l4>SG0|!s2a85{x@3DpT?i6o9`~Ue!{K*GJJA;ri9G(N&od@Ai2eXW9bk%0LTTZbSGlaO5op9 zeSFfgbjqEpMw4MePczM6xlso= zaM1gZ%!C$D_q%iYksN83GPDIs0J!?%u0R3XGcSZpbN%<|42=Mvoh|OD`@!_loU?z2 zIurlAqP+n9W&+gC({3tPT%_xjGfh3zUdJf4e*nC!VwPZql;;zjDvZiJbEM2wX$w}5 zok`7v-P3^J1fz{P-uj6#PtRQE)K{BpKEY6&`yJOrPry!rBm9Knt#XpSQSFphZ6v#%{*v**XA53~m9mR4@bbZ}y7{j2 zRME2aOhqC&Q-}~FR`J%w!E8o(YbgewJMi(`$b&y|R9=`Z=c zYx>I2rG0mM*s+-aSMInkVILzg*(Ub45dWv{q9pn+5fcNdWd7D99BMU&w&2h50|P4z zNiTiA#=k344nN`t+T?goQgz^c>2cJv7zge&Ciq24=9r|s)7*?{V%rP7{U{a1WS-pI zd*=yS zv8d?OI6!V8+%uDsLaxzhul>-?{wvf}91M|4drv+>_V#*8oSI54v#XW_v1NZo8E|PF z6+U{wur&QsU4h%JJM|$AcZSIO$D6Lb6K8KfKYNZH|G}C2nm*WIKFZ-EFc!8Okc7sv z^ifHD7a$)PpiQL3vOmdQJZ1&4{EqsSvzDh$To~PtaasK2B53+aC0X#fM5>IP3$Nst zR4SV(#RFB{B|^@_cbhkdfjDraLnS{<*MqR3-2B%dX0l%%e*f+p&Y%Uc$G zd8O@~tsU#sqK38npv8g+6Xun|B-vgqp(M6pK#(aPrhyHvi87bY3E`XMc%Wbmxi`7H zb;J3=%}k+m?#8q6(H$n2b$dBEh3-u+wSda8KYL~7Vz$d;U-xPPF2I3*``Xuqk2u(B z=(AGS?i^&&=`&I07AuV&wr^yk2ZA#d&=WHBd7l(ax#-AarIW{skI+aw2U3f zM4%lD1NHXhig$CrW_6z;V1(6Z?#RQh9(L2wEVm+#u>4iX`Q^0-Yo0;}ioKjqbps4` zMh4FWWzE%7DiSe1>wA&&Rk=n%{%6Y$-rxeM zas;5tMAT=yu$%x0_RNHvgEE)`biNL^z({2$%24Wm8u$0>3_i7=`;%Y!;B(~1m>vsN z2a>jv8KVoeaNU_}K)x(+0Ypx`Az2!*?gQ)8;z|NzY29DrkvqhL8uG0OZleuQ+RNn$ z1LBv(IV77FQGaWEAPf4yip_Z3AQ;(2HF8AHV3l-HiqgN93Aks}RVvrHOWIDU*N0Bj)%oJ3+A zmADkPA^?-I&~8e?A5HjE*3J0v6Ag^fjtxtwWKp9uzmeuX_oN!-1_-<$S_bG=UZKtE zyV}Q7Rom2@f+K$%I&+18+yw8Cmdx!wy&U5d zH%ecX_3-s3Ta3JJj;{BEI4RcUqoPcHq7D4>wk5dmo_NgXzCiBwf#?a_XLX5>Es|&M zh$)Pz%ZL|RsJeLqsDeHI++mB2oobbObGH4EZ@IOyIlLTnNqsp5Az0m(u#Z%nkN=7ryK(g+_LsF}M2&~+ zY5m_u@6Xjk!{ay z@A0&&2hSJS!x^k_CNY58b;jrM*VM#`1w)aJ`-LIw3Pj-w{ zUFmWku7Tz*o4Lim3){??%i{yo{Czc-E*arU1eG?L%sGzS9_NfG(%`@PjYmo*c#N6f zS%3``!lU(@{v)^M}=tWtOfcG1FqS`$&xhnKoc^`!KAg44IE$qb#01YAZbS+GB9r zSD_Bowu*qAOag{v!8H+NH@;YiCkE-Nm;3uPdwW2Q;j6csfxj~r!`yTe48M9bU%ojA zS^0U&>@8xK5eBp04$33h5W`JLc8KC}37N#cUk~knPMXb}WhDO(3dGQzzd2qyZ!se> zuEC0}Rf-L*IDZbo2E*F&(@Y8fsM3mDf}VEe_#R^n$U3_!f@e>;Tv^YPB%$HTSmFNN z;k3$zL+8fO2c+}7P{WZyzE5*U8Uwe|#elXaB^x7Ksejuh5c)c9vp-09H71dj{#n$S z&w|R1-~H0~jiv|f%rq-Hum$LUXWYnO9NamwQ@x-;nDy}5v(zJ3%GyqM2jaujW>Msw(C;3<~0}U132a8|5TV7 zrNm7)E-})pd-9&8xPtmYmYq-QNBnn(%+I(a<}gptpoI&wW-cD|&{3oE0f6M-=F1amandz|BMI+AR@2cRM_BR%0$8(~d0u@a*XE<2=V{8_^T@wyR-^P~Zp*~E zYKG>t&$WIz#F&}U-OJXE<9T=L#0op~^U-nfIl{^N1aosH6DM>=G~N|X(%Zh6*SG99 z5Z2sQu}9s(F3eABwAL7|*n`WcF((0J%s9qcSTP9f#~9&vb$Tn(f}IN1iD83q0|aS1 z@{7Se=}4=Pbw|6*T5nL+IOzVvU-$al=6%CDuf!?Q3$4GGZcNWUPygAIs3$NoP4f-+ zU$jSYe5Lc?E~N^|9G7c!-o@1Pg=v2W)q8`Hl!y;WE-IoqwWqY`^ zi=KDaKPuXBU~J3M#ijQrvq9&GylHc%u0QtFVn-ugY7Cnrcb?YJW(ieVq;!dMd zVLK&lRoKq&)Fk!;$1&OaWcr=z9V&^#)vSvmh=2mAS0_^IVXEwcpikFne;{ui4%R-A zzQv_zm4@u&aI0YyB%puOByqnM%yL0+C37#-Z5quzOMT3gmFgeQ56Hw;V$BIqy(vWU z^o-jLr&L!qnFLcYzBdW+oOR8w#pNeb7}(Y8|4LM_c*G}o9(Cr><1K_rQFZ+L6vs)p*u4MbS^s!pJtt8%|dKE#10VD?h!HGM_evG_FPFTPJ= z4d#_00j0{Bja!jWHeF{tIEXh&rP5l9CHCzV!7E)?fSc!2@EAgrN!2chuE?S`Q72Du z&hAmS5hefyvNL%n0*2C7ir&o;$;;U|pk2Pf^SVuWHmF3j9aJ{|(a-PH7gJu5k<;ZR z3>$nOGU4d4C=@uBOf5N)*dku$so2dF*{ZK#{KU>OIXGRqI;Jm(gSZzX$mcvF0{Ki# z)X?rXb{$xZg7O3zDKfOHlwJ#ezrzJD+%$b(cn)Lv$$Bh0$czX7 z_^v#;cyo&vLdAGCF?PQuQ9nVd2TPkmclWnp*$4Gy)=euaipin#b_4!am}sk3u`cu3 ztJRlRzh9I6$onCPRqjG4u9}7pynoTs1?!!^2W^pR5)agy=@s}aB9cY@4ji-u^aAD; zY9L7~6amtsMIi3nr;HJr8VhzdN6fp5R5;#Zf)h7bE;b_%{;M1v@#tu*YRw#0N0GPs zldWh7)%q1GaEpg7apQ)?=-a`Amu5lr6p4!z3K#iBY>GJn@+G995d5a#9~EaukZ3Gs z;X8&V)b{V-`boWljDG1X%NX=Bo!!%FFy6(s4<4_LA?6M8U6qB#V#~)1p)Ry55SuMY3E7gcT)>58oEKEz#?g zEb}C8bmj@u4h3kQdv?_igEr&#qP$%Uo*5s$ZV=l zTF$h7t!2;W2pjvrabU&*3swmgskWy_|W0^VkmNAKD)FEU% zw7__u{PN+>BWC+m!z6Z%ggtUmH>$3apH7!9(@CNO*`@?RMhLFLJKfGkT<-{ zASy6%W|(V*Q67`f$mqsRFZwx48pf$=Drth)r>F!54zH|)&^)aoN=%6;yHJzhNF-IbU^ye z3-0r+)O!wjzP@4VQV)Aa4{&wU`=)W?7ImjD4*yXp2~DdwieBG16OA&m9CtMGzQOg9 zrJucmYl^8S5Z7`7rBgHt%5}THc&pb`P?JM`Es}=glN{OY2bX;PkXq24N}ZU{-=S5x zMcO(^E`b=6*O242c{b6GSIJWWS}Q`nh7f1vp9uMycGu%##GoJ|HPi zC_P4QFQmfM+UQe;>dt$-5MAq5cUjl>?9Bgg)C&W?d%YN<^BU&zu_9qM3vqLF6Sbq@fdQgX1S_FmA zA0`MeemvKN8wz*}8l7#VR|fu~-&`_V@thY?SSt~d-%x%5Md{}`@@oD%d0FP!8*_2h z$);)KVpk#)ZJN=RWPdTPBqY64E7;JKNvZlA%i}a49T3{ks4G@@3()8@TPEWD53tl% zGLIP9lb}=Nh_`?bmvXB<4M&)3Lmlp<@tK}MwJO<`l+!&k4_h;&iU>Ll8jvk~$Yr-c zyPN%3y5`^*VOo7I5ihGG&zAc^I7LvNIz3^-jHmKuctPKIv}`rQL5GW)YprNs?CdKK zmV_rau4ejQ?9KorwL{Sl@JmOaSc)i2uT0%4kZ@x52%>pcaczFk7)0H4V@riS6zr9= zPWZ*8_A6g#->Sgh>!1%38!AQO%nQ9v3gb%1S4Z*>PRLvdJzl4vXrbnxVU z4$~*97M?*Rc?&i)_)UxTIquT9@d^EE^VI~6J(0Z4er(;wVbO$v#|JyeNuwtzbzu9f zJ$49`dGxVJrwVY_(_BhDbA9#5Wj!wa>1Y-^OA74Znegag|5f$cOMqp9!eFkR=ZLsMF}<1!9^Th_Se`Dr{)Ow7Eu(eddHrMc&%L z1yKg>#q?FZW){wjl9M7}Ix>RL7DO8JQFaPIn2qzj*ls^|C*LvAXlBz8)m0WYsWsL}SnKI06r!*1WE3e?ai``xNB9G+$&VZBVHXJ4#RsUn!hE=Ys@uF``8spY9pC=F zhb=gCh9^tj+jolHS@s@ePIxv9}^KVNO6T zRz1+6x(JGRQZW5jvF@u;++q_S=&p6(HhZRV~INuUJ3Mc)jx^v$2K0gO|Q6fv@~!CErFks!EpGr5R2 zXNuydcHcn_Y)oPoeg&^7PV{50Hwm^a(kaW`e~$a`Ap8tQ*s<-#&jxuiTD{xWX!LkI zxlyQJIHu1o^o>`+BADB9xU`-!tX3(#BI|f4mEr7P!#J9tcjnlYs*=O7cXO%T&fY4F z^`LItu*~-~i-<&%F&mrUNiyql?PYL`m|)s=h2TzJobpQBXAd1TAY5o zw;Za@Ac2VdOxPzm)`zieqR-*|^6NSIauP-uaEh) z%eEtr!a5Szhqd1<=lvMN7#_3iD~pnj>oBVd8Ol$sS1{2*rS%d5JSQf&EF+YJ}}0C$DsC@skyb| z1kyzQI)WY8ENEX0d!ah?&?r%2bCzZtUH#Z{@zqNJUs?5hQx{STZ2=l!4n&~&#ngD5 zb!|4p)}*e1FLbbw)g0&q#+*;^OE7L1ZZu3D?OW4~mvNo6ae_`m2lAR&Nc^}q%SRcp z#X@w*Tre9?%vFPCrm4BUV;xUf&kw@aj$PqydJ5PxD*adi-l2JSJzMzKvjmNnQy${d-D0Md% z70?Jc1RF20U{ft0A(Vkdz)v-hk^B)|ShKut%lWHS{!t6|U5zn&GBhc)>YOX|Q7v%- zhBGwR!ELCBFFT8K!BZ?3m3abtjR2^n1`ng}vx7{1IB_U=b0OU<@mXRpAi5?L1TOnw8>A@juKY^|G?6DH&ztaHFqtD3= zLtCXIQ40(jL~Hg@^~FuMUz9C%gFJ;)tVyC?KH?oKC1WeKDAj$qonGbruOwT28jyM# zq`$XvnS;Bhs5fio0q&`AZQMIR=F;I!V4Hr0O+-U0EKXD^GKw22sK~WUY@Ccp>c!;J z{r>+PjlDlTj?zMcPTtFV%1$F;2T}iHo*lob_@%Nm3l+qUsyL)sB~Wr1-U#X0YfePe zD8C7FBkUOY@nU1#?Q0{5p(Cfraq4|srCk>FhAr|B1nb>>Vlbkd z6alc^1BKvJ(KPA);<@X6Bk{jQ#w$^4FW=%SAHf%e@`@7UojTR~@mfMWGnUmoY~r z`nDva{LLaZKvzmP@b@lQbj7+qiWVc<`6g^e%GL$?wE9%4X4Z>$JyyW7Y0&e&j>WGf z{MXq|r6Ta&x0*RQVgwAwreD7C`_$lgCQ$gOgyz_Z;Pn-)zX%SyGrqAp!ldb+6c9vR zO%F*o8#U!FH7(>wMtK#Pch|0(CTNQX^j`yGgxUrpyj)F9tLF+#eICnOBh*in0eiYn zxuokh0uf{@TIg1ehw=*c5Bql&(naV8UaY&>CVYo@E;XZZuCx_wrI|8p@j~jBg^Bl< z=wz0ERPSoWF+wm)iR*c0sR~N^-3Nk-NvIjUN_)wh&r7THUZE75O#&s3T))pP(=wGsGI!t^;UXv20H=9P?9K3Bl5NlAHXGWq zE0}AzTIoCaj9miCte@xndM05J&%j9CzCVE z8Llk$xYSFuLNWe%n_*9$FOi9=K!poKQj4rB^EVM1_h-y!`n-6K9tWxz*w!sDOxv=D zb5_?dd>6PW!VCJYoa=u9?$GR{yFyM%-{`c;kn}crqT&Y!ZCH*~BQN)XB?E5P%=*TQ zk9Q^%4HU>ZcuMqqkEh8OTH3o6xMoan#QrLnmDJY%`{f7p56YPYJy+kDd*HI;_lPo3 zZ+FuDR}a#NVOuQxl6at0tZb*3pE#6xP!O2R`9cgufeGl&&D)NlJVJcj(~M7XX|jqJ zavQb*oC}$c66Kf@KD_BYxcqFos&e3tzWsh|xkl#C61E?_d;xl5gxb;RhI89B z$^M#c2@i3w&MMzR^v_>9A_4Z^hb3HeFGkEy)q)I{NCTkGdTs_*-fvk>vj=to0i1}Q zcDos-GcILbA!B$|UX6WmHQK?BY)vl&(y8yvx_j;BCDyJ@AM0XfU0!i~wDUd^%>H{= zM1Gf3V!Y0vm)R-I5g!e&B)#p?+qq446&097b_=DplLCq^YMPIocXxCPI3)}>nQ`Ul z^MmGMw_c->RX+Hle-`23#aM}C-F>-TB&B~iAVz{7fU?p=huVShJ0e>~qt3=P5&xC< z^d-*C8;uZAnk3kwLYP8ZjgCUDc6Z`m^?THb`YWJokRcHJ{GwjW~+@I z=vCN`y!U5g`*P*`Rjy-cg$A?0%A?@l)+nI>{6L#h$l`ny@(@Jt8W3Dv;M>e6#=jj> zwqB&9MfLg`HSGj&@t2{DDzxbiIv0&AGKB>tSE@kvH~^?9%H$e;Q0^ zelyK#+!`;K@i%Ne`UOlKuV9?LZc+xg7^7bino{Uu(e~on>Ki5O4GMnz^&2~-LfV?0 z61X{p1VVYNEjVGg;V??+rtgYC?-j=Z@CLc4VLEhH!R!@%%4&=>LjlvHqr8%|`y03K zcQR=_f>pglXcSIyaLgO+3s7!00G~ELrpUUOVYCSP?BReJJfb-`QqWBCO}@ibP9>kU zw+{Xe-1yee7MV)SbhI((USJ7j7Oi3@7bh$(b8)m)a$|lyoHs5X<5WUca$cmnw)w<8 z=a*wd(oQa`g(|o2IaktYNRZUpb{4VMqKVM?%Ll*1zj)Z^m;3EjvG`?Z5ZCi&-alu- zW@(B{a!tY7y=7A=D;$$)qhk>L9B|PtB!#5W5)AqfssaWa!~Ku%-*@4SVu=^b{y2Ea z7;Ux0;)@9AEh>szMbG0Wb~Fme`Xn#<;u^-{t`GnHK78QU5qf_9iZW&h(wBzkb+2kp znK~+J0Ej*%#Ld7U(45kL{ydrVB7tAP5ar0V9i?*%psS626qh{bci7_}4>8{Pz5}{T zet7}szsRpbRk|^s^$a8pJwW!!NXM`-yhc-p<( zr3QO{`iD^co%tEB-I}s3oYd0R2?m6OzJS+YqMA6`&gBBXx6O%xxwmm!8nO3v8*+X; zdE7n!&fOQ)%qnRTweJ{_s%iRyvFp4ylVQbHPxRLIwD(lf#}4_zPOFkU1@m7i?7{m! zrm44|@4zf;Jo4{tVvyP%(&;`h%T)t~pqPu`Y^SpasE(?7e~0dv)sf zu{2DDF6S0tewiBrq%j;g25$RvwS=#0e#FLj1(M4+TrIp?t|av9({>J2d$6i$0M+QL zt}gy;?sV-Hq!cnaPtf>Bb(w_11L8r#?f`{x zk8$$(NE`TG1ky`7X8XZ@aR?VA=@h%5G9|jG(T;$NY7rn+0)3U}!LUrAD7gIHg$P=5%Wf*;!v0S(+z*P+KXrZ|=^aPL%LJLr@;5WDIvUF@q^**lu$?e?nG*X_UEmiR6089}}=uB_J}*b0wi7 zS+?QzpviB>1{cE(!jPVMg6`fI?ux!VObw7EH7(-Rl6$gqY)cywigp^dQB?l^M{g=3wfG|XQ* zA&KBL?8o0!G!y&A^l>3Bh&#gX=VB_s%gEMLNVvdgu3)#Twmat_?YIdD1$-_|yk!mJ zP0TY;`%P_H_!P5n{kYErBgXiUDkfxNHKiRInR?O+Vw!b<@C@%BW*GKW_jC|Mu}UiYEe$YgQ^R*74T3TLv!Mkn;6!<1Xm~zDP&`irompqpqsL5OHX616))lh zOh`Z;qmiS=GM+fb9nLPNR73;IOj?Ila&Mn3>Q7ZHzS@fn)pZ&_sV;cdb?t3Etn%yZ zC?$hvEt3>=_PB~Kj}vB~CFKi=2DT9~&MH?ztx0zmh34-DI%|!igsV)VApdqT%)JP=UAm+XqrE&hLW-5!CSE#-e*b!>6R4TQ%jC%(V%7oaDY`C-(`> zeqk`%eq+dS9l`8#B`Mr3I_QDwese<|_P;}v1n~>`p6a{q?Dg|+c!vz&?P({z^bC}H z2oL;`usFj+`_418t=fVttpraJUkl+;ER@M6S)z_4)bqYr4WU^&Ub$*5bs(xr|F(qE z%Ffu()V0BzK z88O_}s?9GOSYPw6^fLryPVofc@=ccUb8Q(54h&OHd%qV0(HNzOU)ulA5@T` z5+EnQF~{$c>tZbJ39MZVo^NqAz!7z_eo&#m5IQiW|CzfEL$p@Po^a-X*0Gl0g(69o zP5Mz}51^#_y;TD;&j$9lcMY4WGEKN6?ocO0^%C!A4`t)9aB;m{=ygPD?Ec1aEU*8@ zE|~kjPddOlzupF)+!=uG)<8%{H9U2#=DGd>kwM2(($OKR?J=`{^YOJGuP^)N6g0BC z^ikbyPce{u&!fdo%VZZ1y}1vKnx{Eb0mQ)HBpa^ph$K7ez(gY);)fKB6AhD3HB5|nrTlj(^hx2hPbz6~ua|xo>&ImR>-V2g zEoT0hpz7N~)Gc#7X_}2`dKlBl)jsmCvHDN)DuXd>J6nND~x|g+?`yzM+`FVVOC+}Nz%o)#!`N+|v<*n$nkUvoi zxiR!m`R*ptLwuv|m3YvME5-hOX?LB9;C>?m)_dCeKG=WRe#Oql{~J-*>OU`$v8kki zIkyA1H+%K+OSYm;zT+wtCkcVJ^OlKDCJ$pu2^uw0Re5BVnsS%9Ez{H$``$YVI|kcw z#c80gJCE9J9T03?aBn$*xTFSvPp(nCX%K`<9LI^vau6rE3kwTU5ObY=&u)P;LkRQ7 ztRsqk#61gA(h}IuhKqGf(nc7wQr>>~o5Qifdzvhi4-wV=k4jpld^)10@}qypJ$tu5 zoMJ+0L~Q%1)D2oU+*?r6y?4MYglHC*dh3t-f?31p9>pre_liepJY71s9L1?AC zN2`Bc)<<9m9%64%x{jH)#F~W%1z|sKrt4|~EN*sg=9o@>MrG$3RgKH=Oem87-4o*j zYjL@RPRK~GD47php#hU5-#<5v2w)-GOOft^22Y|YiN%2mrj?$itHb79M?I;OAQ3w- z_#3ZRBRi8yM9|O15qXy*R>0NzVd?)P))>(I4c4fhx&;~*a{gSRlGN8H;)Kodkm z8M6HHRTM3RaGmB{&E%1hd3Va5F81K6yNqWo3PWKDeL}#r%_{fP-EEuJOS`QKw^Tzoht)@DeiU%=)ga#qSt|HKT@fg#Q#(Q0L3u0>;4vzBK@5Nh-ASK| ztmH~xv#`gwG1PIAo7}4Z6xv)?bA(!dEj@2pP&n0AI9+b7M%V6e+tj=*oWy8wWZsl_ zp(pADm5~6Vtu$-MnQxKLM)P~2DoI!rmhJ&hifpI!h?hSM zE6Mpp|7;q=RLqj2jg0;O*%Jqf@nRLE_`s$43H9m|~WtiM%DF;s9W-(8x| z6iPJU7neJql!nzy*oL1=L$Gr^7k{MKQQLLf+fUs!@6OCTTgd!qd|8Ve;cb@iF4$}m zM9@HL_APobxq6&!J$y7@8|V5%L54g{&78Y6LTW9iT}NS zSi!D(mR!uh0&Niy_D%9CCw)43$7wqwM)5mySA2L}tGpX{Sj^2x7O`4~Kfw*x{eY## zxkfk6V0eiGOJ>_y#i0*|`9|3`=gwMrm?kgB{gS0|-65TzgmBm+)CdYUzwjAO0G9F< z-yP8McxEJhMEx}Z?So&2Nt;C{1?vv@w)67t8QM#(f<~flzYc!E6}DlhG@qfv5wbZ} zl}XfVuVb{DP7LaEo0_~6m{(O!2ER~f2vdRvF9e(*?YWk_;nt9zV`_Dh&fC~3#l-_@ zrOBmJvux1jAKoq}Yc3yKD8X%mhvbvz?sV(e&z&P+wW_MoIrwNMknh@J)7$DQKJvit zyxkFNLjczNFNpSgrE#bmFg?E_=OML8vcL$VR7NL-0JOET;DX zO)dagn2aEA4Qy?Sqg5W=YFq(UKkD1ncd zkAal$lMeuoa!e{g7Fo3wky2k>-F4I*!hIjJrzsdcFy|)d!>81H7uF)|Mysy#db|gG z=dAy0<9|5u_MBn7slIZ2M7svZu5s$rSgg#D;3KsM(SRG)D3nib-T{LcrUXmIzc z{9PYYKQ`CZ@)j$=iTIUf@%?ojBf`^3mU_Gaeq-a=MttaYlk?TI@tWc!mIEE1WF)kL zk$d4ddJ)&l-e{#$Hp)L@-tG0M{e}L+uPs8EUzkSp{lM9{uXy9vIaH6Enczi%zf~{2 z6uccw>r{)m9oX`#r|{9iN0{aQqa8uzAddHmR&E3Fz|0A9eNZvroYMvzV0w%|211U3 zaZ=RB2ed5~5~IuBQDl`q$Q-cdui^~*2CCH9p5RZxb2H4i?F%p3=wI>aEU|~JcG0#8 zO!|Pn)sII9;Tvri+g?}ImNfysQJFUev3z>;H_J0sX{rKAIJtG;Qv8C_j@WwDxu=8h z7hFq~=wSCzl`Y{Nr1g2OIBcK#v1KH@N2=Lm3x zdQ~;~@?PQAJ0fDXrSKim24hlnmo6sn53R+azr%-{KGcyifC@-+r8YkLKD&eG5FmH5 zdQ%~42b$`|16oTB`EcadN=Q%Hx<9i|;0wH&k5)k!R?ZV>SZF>=2I25s36;c7kAe-{1I0Wdb6xP;}T>P`T72P!;RbjN4m<#?rZO$|}0*eVC|X_-E>=ImGrf%jr2DX+a8EpbO7 zb1O!lEs$?Hnbf!3*p_g z?=X*&Oyc_i_qlmuP+K*=T(8CIsW>1jpXoC}jyhzxLRR zR3G>391jE!d|V#!G&MIbj!!Q{6vX(#6P6uMKd+Cj1{YvX;d%cnw_v+oq@@_+swq4^~dR37kW zdCbylW(vE1*!3s$r~9))_Ivq~faL|M)bVLN7OTh(k?TwVb3NJQdZz zCB^>BBB1U-_+RT|R%3uSCuV;Q^BU0S*3MTlNBRL^BrkkZc(F`W6+cFP4uz2Lw87K5 zB*1scea%ZBLBGCFGI0Wmp2eb~inX}*wtEN>-^vY&^8|>X)%%K(G#!TZ$2kB$NOfdW zX&sPU1k%zgJ=+641eyVYB9OjC6&6d0s}h#DE}9ay=g^EWKY#ygdo=}xB^(;9u#7&H zsIDrVZn_4+{ddall%xR=KfWrc`(_&xQvUQ?3;VYvW%!b@2%~O0#JQ)49C6&?gWotX zj!~#=Iu3emmZ(un79ct2g93xOYFA|jm?zwx zmKNYCmXUSu8|=agAW2B@T_)2F^U)uv6^`c?O6-ymEz-k2ktR|^P&nG&J2%vEJk?ZK zxC9|WfqqPTFflc_q6*y0(@k$LvM5*FxR^;WnW)M%GxW&O)yrork!xxf3ku_tEFE=5 z@M-nhP>u3GMZ6o_w1FLdx*`H|?C-9?ThYD8eS}I|d6Ln)=l`fQt1gxu;y#-R6A+7T z8-%>#L^7h)VTpQv5ZG=}=#V~3`BakQD&rLs7FIv_pmaY^(b7-) z!aa1Ack04>qhK@mIA_sDd+{#YO!t+WV)1R~RnL_o-p=a!W7DEPwbjP&gR|;~ePgK#a*#~C!lrsO+_ zsPJ|Km_h0Bi45Q6wi4z_{ZziBy!I3EuW^!?DCoM1calu=6tYw{|GBv z5@O2CW-{DOn`l{Hd$T*fZ5^B$sA)nQCV5a&g>Z*~ms=ZgPECTgO=MoF z@!H;!^P^pKee}xNi45L+>^te(rC4hh$3)qDY+#`+xp7|T7Hsk?DGXk*I??oX;i<2y zZ{)L{H2+Mhb&V?5W@&~tIpmI8pXXES>cOE;Jz+wTaO1ESK5V;jGrmgG4NsZ^54f2@ zqCW)RV?9?VF|n*B5Fbj{BCJ&gC)*fp3`4-5zDidBMJSdEOG=K5a0@)o+tH z@~5$K&vSMli43%Ht_TzKk0HJD%-{(bKzWh8!4^*0T_SJ&rKkX5hBj0ePsbLf)(m;@ zrF~92MVi?=EE$i@=18(X5(4FCawhTL`u^d03$iyd?r{aYpfRYtYCG6O{IAeSkjFYy zmcmQu%vrc_TGAhT>REZdWkGAC>dhLvWY=3+hlW@zLF91Z74;lwsa_6tLA&ZaYoCsk%laZ*GmDkG$q$M*-4T{c!E9NmUKxUW}`D*#V7DXsnlC(7a zT5p?;dntJThJL>4G`QELobg){o#))QRRPc!f9CkNOdfm4f5zAQYq zHvE5Z_Fhp7A%Z?>#_B1Qd`eT{?*L5|I*mM4I&8 zLJv)PLJ1+wz5eH%J;u4(7yBwV8Oc~{y~#W0e4pp{BtWASjmOkS3!rPSxQk`VsGnp?$5g=%77_wu*%h-XEx3(0$QkzU5j$sh#g@ z&kTP%)f$y(Bry97eI?G+ywBZedIXb$M;4hHr7_8F%9Il@<}W`8Nv+HiD%?Q_H7&0F zM;bBj{SKnG-r6QG;hWc&NdWv#DBM#UqfTxSy=PQZW-y!XWubj7rmu5fQCFs%WZ68+ zvXXN9p8w5>q>y+Rwsuz{^1xnYNZONVQc1Z@RC!yvouJtHpTp>6BRl5B5JIy>>3p_E zc>zpE(6FSjExdCHr>n&q2d3W`U!O+S1}p1hfF#=bcp;8AlusJ$!|Y0vc(Fa8K)mn) z7&q^3eYbQr_g2QXo}bm~7x{M6^E{~*y0!ldQk`=pXIOoVFZ#-1)g`uf6;4elb@O7k zg}s&U3T}6JH7KgePfg-{oRo|>{p^2ZpD+s!=eX_CJXGWBn!Mz~^hFcGPMx=Pi30As zC&d&-YLVEtF&op`O0RpR7TpDmSKa}+(Ki98M=<#^GP^XwBPsf?xA!w95ovc^M&0$C zMYQG^3php5)l)xD^c|yfaKT)mRh;6tkC7ruwR+X}RPGqj#XJ?f@@>$xsA=u>CEHGR zwu=68cwMuCJkV0NtyjE{ik9u~cj{?F0r@aZ(an}|fm2osnckL%pKITH9bsTSQ6J{^ z6lp0Vy2YMdh8Z2qL)byl_W_oUUYMST%cHCTgCP;kZ{R8)!|yg)UAGY z60`nw4Ud@bd(7Sme`O07lB}2taJgL^>R>0_Vyk;xk(H8R&qnP6!wP>C%wz*$OZ2yx zP{=*WQAv(R9dZYkh|LT(do`2TWZU!Vo%7p>irBr!yme5M&Qx;XS;qT*%GA#y+(se2 zYm#nTY%9k?#PPQkK?958(>q6D&$p&35H^cqi*=2ZckZ~7C7p)&gBMS!uSe8`_~;*n z0>c$hUjUng*rN{|qici`jDq28RZ{!XC5joIWprPH_xesoR|^DgAusSqMJY4cMrp!) zHO7|Tp*$;ndBnM5qK$z#thGSMy-duw-U2_;%Ju~Ec&3>0S6sCK|6P2x5@~6AFeK?L zD#zHOShC6X+IwJ43utVTUPC2(Bp+NBFkIFf(SJ?9nrRQv5R2mAie+_=-rmvG-rGY})3OCw$Y^uBRSMm17uFH}wLrqmDN*0myu` z9q61?#LCiM@C$z@j#O@X@3rDLK#cAruJE||A6;aiJ7N77YJ5t2f8go&xaaOJs~Kc( zl?GHp^`{DqtjG)u$$7r{`5vY%NU2*lMbAQUXqWp=?h~XtAL|L@1Znc`f`ua_MfX(> zbw_GQIeUR_U*4$Mr2R~1A0c=qz>^+aciCso%uO`iCVYXh5x{eS$J*?PX{+gNccE2S zl5VQ-Zm7~|-j;O;Srzu*VLk+eX-a*d;kO+u$A1FW#FNNz9R0!B;7UXDe)osK;O|6|qtZ)V;9?JFlQ(?7bkJO>Ej24IOBjfS*Aa4&h!R1P|L z$x(nm7eheP{|}+I_xT8V_n!Mdx&jt7480r)K8#)p2cI(kqZ_Z=^TsOO*0jitK?5H_ z$>!|>lLf5#|Iv-rB0)$GDjN8Lzcc}$Bhti!X(@%!U{~&#-%*eM-=tmu7ybWDNdC{S zNGIx-e{}Ca%rdxWnw z;Q)VnaZA~$!*-~U$lH*!nKa{%9Cv3R%4-sXSDLl?RH{+qK67_&c3ikp_ZqYjJQ&F4 z!kN~p7*ni|;Y+6GAncZ|(gtW(037pVRL3uAX)iiA(IxWG(s*9g=^dW}=ACWs(X8L%M!|P~Vd8K%iYAJ7e3*3VvLv`sopE2;XL++yJz+KG z_^+ZPSzKmys%kS+Kx)5lkYRB6g|bD!nCP>^xP`J&lpSZ&-o8NMf4?Z5C)nr&uODIl zr)@4H<{#7qL&^OJ$ugavMM4L=;c`5K>qGb0A z(*M1DXWP9RTvgUItG=LMs0n}4G4dvUxKnGG%~GzMt#Udg(mwY;CsY*7%on>u$k-YR z{KoWOT;SC|@8(Ob`eVZPb%`dM0X;ViyHJ{OUnme{TEeVqY+dRa*tg9lMK1^1PWzVd z&C#Q!hWG0Y8J@|SJfhN3CyMi4xT^7TPREvY;R<+mbC<&(Q+E;5z>Ua5re!|^N?ukqgw&u1nME0)e52B`V zt0(0}*9X|;7`DuY=qGBr~;qy!5>TSJa1f?p#` z&h^#H`TbG^Cs4MAuf$HUxF_2epZ%kIRKL!gq=;BK=rRr|(5Es~1{Hsx35d))rmMYJ zY{mH2o9c*I!OCIn8~Q(P8MWgY+O$$(%D#qNOtr^Nks& zJpk*Czurrr?Z6{2ZMsv(BFgQU?@jPRN6E_dnwt;2LMtxsE46)VBjJ{!r{18Y(Nm=q zbE3!!umg~!(@Hw)NilEESVuvNs=>grRxF=v-_S4KH=Kk&CUISI74-Y0ZGw$YSGoX1 z%|vvNOLl!9B_3&QrOG-)obW6-?|?5s547`-dv-9&YkJAULt_w@(-%1#FD=bbs{Tx1xx12YPON;QJ`!NNA*NQUH374asM=;%8?6@oO0GV}d$dEIGPM$9 zA7lzJa(8=I~;i>OlsGADF5hqu4 z-RLw>UA^G$G6r(t%XU-);M3_|fPhJew2P3xVYYjnB1SO-R=uOkjW;CE3@R7U)BtJ( zk;?r&_ZDy5wCj)Ry;@4yFImL2jjTdn|OpvIvx80@8|_MY~@a zB^BXAGqq`&P5;rjU(|ev>C3_dzj|`hD|T8L^XW(&{Mcq^EJN&f+mx}j_ZK-sYp32P z^Ic})bT5)&y=dvtC00(Kq`UkIu&pj)d(iui#79JzSBB6@!lk%PyTi?;(@}jn*9G zDFlU>5=wl@JL$CH2T|K{G|dHRbZTsos`GBtpJ z9=IYa7!1yKQO29wC%|@)Pb^)o?EpUHok_KuERKGG#St*SFV?#)iR${;yJekEUiWAD zaB+-`!mNBqG5S3L&3$&yH%tC3AMFeV#3DPPnrxyX`nKK54DI|A07ij|jIKQcPg(SG zxhTQC;{!2IbxVSjC&xPhEP@K9_N`pNxsY|k9E2R&f0f;*SvKD};A&Zk2&esHS!_!n z=%yoXzJ3n4O7Zn@1XDmIf~bkSBM=XO1Qb8K`7q0q`^k}ADU1+#(hp%)F5TvEZR%IJ zp^p3Uu5pIFI)_5oT5OvfQFxUq=h|{(QPr4jlJ0>Y^V#%rJiF5kXp*|d+bHZJJ6-pb zRi7zO!(J3AaS6Ln4n7dEi;pW)K4;XoRwwxM73uz5m)E)6h2G=x*Tg#A#n`lY4xAR~ za}zASPK@Kxu}eIy&TR{QT`G` zFA9G$0+#Un(>8DPS0VTcxFuZW)F5McCS*r%TOJ*8SbB@}G~f^NNezCoT>Ly%eYn7` z&K35~Vt+xEHqeogYxiq^Y8?_gQ!0Gi92Bc68zY`xKt}#>*qe5D)9ivaZihOWjvm)gRlmqt7-r2yLyC|KnD9{FnaKTrl0*G(DbdF)FzfVP2F} zF;_w0r~tW){OH$8mvc3(c)_(^0LZ?)g zo2B2FIR5J8S1=ApgrvTgAu79E7tjk)OX4G<#nR7dsc^Vs zft^9a+NTRKCMrIM&nqscd1XoWk4z`fx)$#?yVC2|LEk&P{i^;m>yt~IiBcB_>K#&bT_OwIwR6&C)``x^)kcgi`} zH)N#a1BP!*p>6QShE;zV^2~9is}R=4;WN{gRE3S;hh_W47E-d$$ng(+jMeOk*j_r) z0T?^{0-VFQwA?wJ%;ki>=k2}wcvw6=W6~#;F*_x^nz7`98wg36{^C9Ojy9HC$4kiV z=*CS*b7D>=_t~Uha)q4Xk1NDxi%sH7EJB5toi!EvWL{cSX7fiWg}Yoj6gfE7TmNd$&f3D=14!#4AijPtJw)amA7n(6 z@6|=m?Cse+9ps}cN1Y4?;IpTNK&6FcN=el46LRin2)oa^;F9gwXi*xu`V+bFl>dB7 z4~>zV%s)c}Th&{hUCXuCobWFjUVf#{dd~SP?>ldyXHHkvbK7;#J+U*B6j48D z%4F;L1}Ze5qTO96W@JI=(Bh7>uph`P6a8t#O}FQ+Nq#c64f#1bd~lZZOhJcPGb{$R zv;lvC%?K#ggB0;Tl0e?+X2<5}V4SZ7KR(Y6e~oC(ktv&|cRF?7G5$Uuh#+lWNeBf_ z_{O6Ku6lpEo4Rn2G2AR4=ds`&<6Fr-4%#!UO5#j*n>(&pi~gME_Y}l-JnS^ssEnqj z0RPxl0t=^bqpcqEp`7bO;<7`5ClwEzZ*y#!O0z9fouqbt$8cRm`@4*R(!65ux#ktA z15mKO=hzR2kygKb7I5K0zoR=pM2nte%gOZ3+o9ykmL+5GhrUs z@eAtZ@|f#S%?;UpMIdFp9c#KwrJ#8Z|UzP_*-m#rrX(d{(Id- z%h=C|*V05WAiqogOjR<$awVl(ZQZEYDlSG;(5KJ`%2mJD+GeaT+rA4rlW4d5(@NOn zH7E2Ch3v5!+&-oGal2fS-y=AO$s*&p3U0`9cVXcx{9y5->dpvT+&D4rF)1qNhrd!( z+*=*z8U?LYo@)M2aMtZs zOJdi$Q)cLC1(M4F348A>X40S8J6;eC@~;$%z6H3#!{u(99lcoZMO_Tat%Q+dW8ECg ztm$@!b;s%@$fM1iZKsQ}Rd(zifiauKm5#IX%QpT~RZkzO@3^>6eDUsa8V>=YxgRyU z%Kcq|yJa&}1`fA_!b~8yRuc)19821t>ksHRzL2htRS9OZ$)#8&L=~-_z4HUt41ZPt zd>uMT8;7QHWPu%06ajRtmwPcU)xRdd`0z`p!I2=3C(+x|Isq3r{VS0(TSEQ4KJ6ZMc#L<+($xS_Bi~w6krw^2*Z9r*$6(ZY|m?sOsX9{yOhc z8J3MRi_5k#Ru#|OUfZGQT(cETsQIMn(SB}YLuxm4)K|<7Ztc8u^#pXaE3@CMvLD6N zzZ7?3p*F!kiexUfkqC+;U8O!Fu96iU{?XlTxy?WOR{N)b;D0M$NWA~aaZpZ)HMp{) zmDE;|*tMsE<=MzM&Ls-Tgol;+vF5?%hW}`{@%L$=n)yAY+c4wI_OyhjsC1{jq_93J z_;*_aQ5&z%9r*hSU!tr+`v_0*97X7;r-QWmH;unR z&2^A{m3P^BJ|@Ys-<}xo>_i~~TpSZxsE1Me+Y^3rl5OI=&qH-CL4CDSgUC@H5S!hx zT90kbPz>yUz)y2lJ_VV4YI*tS>Kv-{Ag8vFr>9Xr)4bsQ5@7vQ8hbTIsXpQ^c)&4= zn~pwS;-0M~x&D5I&(h*ucn?+{G|70_g4$J;t%zqZpMffOnt;{-o=QZz8XEy9TgOs) zvIE_2E#>1Z^-`KET$yPP&%mSEOsGOLCv%@4+bn+mUw)?8<~;Oxu`SDd#tSINw1Acf z5W@V9ov_0ngdCq`wxfRXqAWV4MUw=M57v2lP&!%DJ3Ub_MNpJP{ip94imMTy>+3ww zY%Lb~Fa_cpj83%;wfa)wxw_Ovhf_80gs|qifZ75RP{AZGJC{L$l0VAeZ1cNN#y;9n zECNq?LR`RdKU(CineFiz!*nve^gs`DgzZ)^tXPU8jh{9(DMj4^Qu1aaRUMz`6tq4K z&v6VqF05)^_7D4pM|D<8O>LP~*d%ND#^FnQdE+(HHB`KxX-X98J7xL1^(^t?bP&Xc zxe+iuT#_<=Gxp-DGZ5Td;z)?TYnuPjE9c$nhDe7^j6E~y+{!RWgQ(;s7memCVq>2Y++nEqP6=GPT8{gEbWN(^6k8G{zz1`i(&LM03LYzO&{D@3on zbqtbo)9k@lJXj*RV>ysRvZ4&eKiqPTx!=PAyL&x`y{7p^C)iy`ZntAa^EwOyS zG|Z008{6!b3Uf z4vo7 z{6VxWc-N4Bzmm_vGj|077o^GNad{hf9zByMpJ!QhigN@-yd7SE=%jqpxp-IMHP^tP z5*rHq8=WFadFZk#Z*o{^HA5QXxz74_V89P&RSr6F9)|gr9Z_U|G>}JC;oq9hZK(ng zY%|pFaiZkqxL891wAXPee3$m>lx?!nI&-xR<$1O2W=0 z;b_#ZbX*z3sm6Q*vz zH)0|ip#y1l=Jf@1W(ZS@g+F$zKSY#-zffpf(eZ>7fUmk2SP9~kPh;}z>z{Ok&4~tt|7vEj{n3>( zbM^OnN?fLAa~V!jbn7w5CD*C~*^|Lw9t)ibvH8=dB)>xVW&>0dCzaZtJy7MPC}*OP z=fo*?&GoP%>;x%;Q?06(%T(s$MsYu*Zto0K#5cHI)Ope6{&?G8COg5U&dD(&4RhND zQ30_&8QkLdz5QgR&5Sj)tuBDmU8k+F!u-k1->Irut3P3G+nc*}0emYzXw)6eX|tG; zzMn^Cy-%Ly)n%uDaxu4BHv!Yi)|aRFWPiE$AuYDo8?BieBtL$8G5%mV3&E`Mr6Z%O zrkTb*lHsfu- z6;mGJ(LDU6PyV)^TwZhYFGtnmo&s@;YsP=RK0PjbCPlQ!5qEY7q2S;c#JM$K0`BO} z0=4gT*mFgiJ3ouN-jb^TB?+B7VO|@1Zd5}u*~+D`rY-Ad9xxI~L-TG4OzE&~MW(;K zls~|(SBXpdY9+r&3(ch4W42KNr0D~z1K8BRD*_2`gYt&?pEp7(t2 zCQCD<8{Ik3l-*n!FQgBlLB9{_qTfEh-VI*JTb0<@p#|hU=0mq$&N!#9j~{ixupoxU$_A`urLQli;5^&4N53|JU(SU)D2ORcIIJpzy@4DiNddG z27+ubtsTD*>=F>pGBsxpk^KmzmrH!0VjCjIO6iN9;COdXT(N<@JpfkY>wdjha>OOD z_@p`f0-*I@sGnH1H;#L8zm%OX3vRU9>p2hiygobQOEfCD3Ok%x zM>x4-L|40;TD#MV=bvKY6YW&D!Ob+umE(%8nHn#RUjEjH@U*bs1|9l_rMvOjohB(} z-r%$^CTLp!5>5vcnG1xM2Bu_xm*b6?!Ix~S6qrR&pFL-ko<0}61EF2nB#SvNv9!Ez zyN8!>7X4JDc|oee12xXnLrs_<)+7;VaSJ2H$AB`86v;2Ny|MiCF)>U8cgWqHVa#Cy- zO?ZuS-)&v-9fye(^>7Uo>`9M(n3mR#t5_QGwEq0IXznioxU7!rl`WTV^2Pr5;Ef-h z$75F&)_ZUl-(Rao<%OyeC)b45ab?hr(hi<|#P8aQik3P(R58rA^0Loy45g%eDa3dsj3H#W z(z_4+Oi>dG{jE^a*F5nlYR_m%+V+?mPb<3!TpYQZ>CxoFAbHizJ_B+u!!h!|5y~^$6-5D8m$#;GUuDrJ_Dqnc zRrq%afk_58IoytyTHsJ;#1Bv>GK|JLy)Tj3FCg;DPA!z(wD&Q$W~hwJpe=k5QY}@D z=OA#aS%g{y8Q+_dCJ*j3p;hY=E1mDUR#X)8VH)FaL34&z;y)lI?>Y6m+uYU`h*Io) z%+5~_+wnlODELr|kHt=Dqa{mKP8{~*w2&xvq-1|Rt?%1L>3$E&gr-(aaiiwL z%*dM1&nIFxA=(dw*H`O}l?-jR78@qVjU~%TZW*KI_r+z;S5V{q-Eu-3Z3p=WMTYfn z#;^)Ys6MGatDf6=t>It;!Bx(>AV8Xxim1V;h+7kJaHyF9a?9+LF$Bd8HeYP1Z$D;E z4{}bR1ymH?Hm$iI;D=H$SZ+Ryq#369+53C$=ylMGE{*+|DA32O{A{Qc((unB6OJn~ zO+DnKPb#(42~~?KuD9O1nD#f|#~15`=hnHs0;B$nuZYyC9>7e-!9U$8w~xAbdF{hq zPw*wF;P#a{KPP_{Wgs(Bwf$HA4t;NY6BocExl(zF+}TvY66l&emG3Wfj!Rtiy&vfu zq$0O^I0R<2d_ccdU~2TE^D=y3uj!=>*9{q}Gh&&4w|s^7LzB5m{uT?~(v`<{t&9U} zu+xlMu}0ayYd*&qk2EIjtWPazg_fw)pwTG}NqwdSx+d{#LHjx)! z#J{4usC^A_m(G5EvSH<+il6Gu&|0II9g|X{BSZi9uQ9u9SHD#}MD>S^V{$ow(T_vk zM)*MZcNw1U?>9gz^g9M>AnvDvwqca0oc9+Uu!nJoNPlMZ$^olnjj*(Qh60Yb4%lC+ z?TL;t%@#S6u}&W4JZ1%Q$pw1mY6TY38F|RT<}blcx?)kA6#DYakIrUH8y{`2Y^(UR z`@@ZnB>y%Uc-TkiCw|F9~$EA9P-)3(<-K)bJe~A@MftnDT&U6qB3yL)v6cs#g1X6(?Y3&&JsU;PKfepHQ zUJJW^yR@C*uL?rlq}rX0cFKIF3^Z5`)U-XyMLerE@pGZ_x;ZgBw(VOaT5#d<&_6oj zt(e@vm0o<@Q^Kv;z3o6#xk0Vjnk=9~_o0|YtW5vTHfR4HtFVLXcn}IV_#Y*b1MlZs zFhl$WH%@W$n7jI(K-=OUy0U|!q?h!`Br^}k8sGbTorAKE1f<;wiQ_O z^s3ZsixVTeGotN%-3Cg^`B>Z-mgF|cALp%q8Ey>Rrj8#) zS4`EL4MiCS)MS}OH@@uC^Km17H+dXy^|96$os{W_PV=$+QHP}0$9*5KTs5^swW$UL zjn~_Pn-&{)v{Sd`ffhgDFa}mUGHv-L?RT7`VNh=x|CHFnSYxeH0+Q38k_YE96m5GW za{4uEEo;KVQaB-;&6aR-2cSGY{OUSfTE@KZP7%jHB|^IWYWm6uKW|^`3|LuxTNknB zJYS2v;gCx&wuwTe@+U3_L<`ybrv}iy@c}%UXGLbIGxma41M9(jX6RdO;H{}NsV57I zb)C3h_Z}^L{CIBsQEjogxbD}XI@_ymyQF2>c&e?A+dax0MF2_Go(=g&$9of03I}Tv z;kp=URU`TDP4gYJ03WIoJJ_-E(gMJeNMqnq$)eRNSUsHNai7{cRXn0y<-}vByC6Ri zk-K~ukDLq6zhN1ASr)8Veu&g3PagN|F#zH-Rs3{EbERmvR(L~03R^_H107cmZSqJd zPb0C-TdI;H#US1$wN*uSfmx$Rx5}~L)5W65lX2oBe`bGeG4&p5@xRSXE(+r?2cZBykRnXe$%L$ z6P?`Eb9tajh73AAEzFlAbqD$oVml5&yUpEHl)B?uIVU=zJKqG^2OmprkaT0JB%Eg@ z_B7dr-M+0Caq47Xy zNl{U#VHBoeUv>A&{aXv=>G=3|UKR(GDBsxoL~*aHS*sLmL$LW=r}fRyjctnnS3A?p zOX_`jr&Zfd1}Wd|sQ?t;C41OE?3G!g939?8A4wg6gaGkfv)?=a{+gMwx?dzp{1JFYH|Rk zNVHf*Vj`@0-cL&f3jL6=EIXIeL5aE-5#zS);@P24TAsLM(>9?bJP$3fwgUb38?4wK ztDpJ`Iu3F<oHVlQqm|yiaNCSa0U)JT>PZo$VfIIrZ}$ zzxqFJQn82PXIZ4_@^5dUf8|YbV|pI7W{a?H1k{yJREj#~dPJ6Uta9n+n(NCJC2d)2 z*}VzKyXq!Dy{@62toi_zqKoGP4RFw4a3P1D4)pC7l{c!_Qwu%M@npV#OBEvBs3&)$ zF9K<&R{Uf}LM1WQIrbY+G|(x=?5lXZBRvbW$Z-dJrZ*e(RAlcv!nbRJFFBm6HO#e5 zqXqN=y7>&Helf~X675Xl9FOxhlK9ZAcpauaDG~-+`UO4tC5cDI`yg&=o&QH?zlHh! zXW^Ap)hh36p(XTkTvOqC?jA$Q?9#(dZ^`=ISB0kDsC?4YSFZm|OWG0UoO;A$|WNf{~8j+&b6&|0B=5MA*PQILFJlkjswa6LJez+X()WRCojt6~qg*|iR zN@FUs^GGNK2RBV^Mij>zefF12>?v|itaIq_E{fyuWuEGaRQn_7Y;Yv$c%55c^57sN zV)wq(@XDZf#mfhd!ptgV6S0?OFKUk%zP#h+^jfA|rm$%3qxb7RX+Fb(V)OT58+m%N zxjc?ql~6VP8ryl4-_PG_CBQ9p1~Rr=BMA1&uo1whMgcIpXe!A{Ea(q6Q=rKa)I zW~GTnLGg^+OyJe-Bc2fy(IiudCorLJVa^jkg2odcz)PACdt$*hjcI!%&o>OgabRK@ z&Wv)e^x~#&+iLE~bsF~DIOUiDq;k{wUfRC@J+LwJxNuvON%gTiy_HCOXg+7)ci4}Z&eRLH$4LHuVL1X5{mfP+UGPE&&W8=0x>{(ldCy7K~W(*KO7jWzhU*2iL*_y zeC;1y1n=#W_=uyHz#!otLocB3+4Y0f@{xK!@bF5kwnFP^+BL5)zX5ncy5dfF4n$xQ zrTh~*$pN=*wKqsIn{*TXP9B$a&)Wr`>oWQlMS^}$NmxPo`vKBV@&6|kMQ99dn|tA} zk|Z&)6s!KId2G*MAaPLuR-cAHW+q6-gO^hl8HhW}j=s8|0+TVik@tXXTie}5*VbP8 z{Y$?dBhCxS8Ux`Hg%N$8%q4QilhatZ|8zaP6Ai-RL7gg-q6H@Ly5PoZGL8TPIt6!1 z5F|$98L-Sf5e6O8O|D(B9TtnaLF`eS?~1Rd_6+W!WJxA}4|em(Ob!4uAl!8|iS`In zuhs7>_{L4q5BWxMXR6=+m0*@oph{U+g4V+KsVa@S^K_uiXHS^-Hy8 zYiML^NH@sZ(>bXwf_kY>zVzI){$He=wjCW8G&_~a3mmU;S>Cktl=2rF64?soqnGqIlrHc9- z{>N@#s2AqHiXbY(`IL(Xe)cf^!Wy%gd2bzWoiOk0FkY%~=Z1mDVTkY4+}9C)i#F-d zM856ox({VV%{Z3%RKp)JuX7&8j=&#dVxL|8oEDXp5<00((|v52WCYn)Lv{O-^ZjS<&ARtJ8$+bte^3I2ms)Cs|j5>yBKESk9hrPBakvq^}Em@Na-Z>KIG8qBa@a~x}a)>)9 z-A~ULj@+x7IRd>w?g4K`GQ^_xHxF4HQx=*g(#oj1<+Tg%AXhCbyySzUjCm|_&uoV^ zNqhuPYVkv&g+Esst8f!y(a!Je`2j?#$CIhFSZwI0iuj*5b0OSuP6r`vyxTlV6P#*s zBu?n$wYfF^4ZS%EwsqKb-)tNDWR#2v$SEMdhfi3uQwtPqFAhboOpWggw`m+)tP7M7WCj;O`LlSZyh0hrD3gRgy3W{ zGxMHzyMPizWA0MW|LFS2SFfY51r zj^FI-VT2ZpQ;|+2yDQ2_;`GYtFLWFpO6q3p=lm=|HUAaiquSBEN}R@^0e8c@;W@b_ z?Bqu|re^ePdj~m%wOor=0_gps1mG0_{ph}wlz=dNe+k0 zR)>MuJm&yW-E@Ec)a=wm0lvDVepGA~zv8dIh~dh&l-Ip2tsfa;b>lExCjcYK;PjECHbFE#q%M z(=Ldl)LeS+P8fd4zSm1YCIPX@03ScRW>sFRQtWqri`WX~j&tf8(S4Jg+y#a?{+vnt zNpa^D1=|3L%%T|`^8nM@L|z1~vFe)YlmDdU%QWLS6ehW6_knd_zn8fxhIvGtHf(cN z6tVp3)2}9Ui{!T7Gfy+xFc-cyrW!N%D&0}lvrf%g@spin?^-jgzab{n>k98CZ;Es` z{Js(=&blCg^W1}Sf+-tyw_%M&$2-(!b2F;+b4KyVS&N^o$sKCOm?C-r2aY98Q-I`? z8z+oit|R4VH`aVqmf^76?uMZ3ySGpMrfn6&NySQO*74OEX514?!iFZwC~BDG0TGyV zIB=S-CG|%bqY_6Omy<%l3CKp|yM%|bozdIQM+F_;+AHq2Ot*nRH{mI7;W9NKj3UpP z1#hS%i7SjNzH*&;?f!pixI|gr5NyMfFOGb@gM4M_lE3B`{MMG~CJ*`9Su&>yVg6VC?qxAI`o6;qrzu9SsIx|hDx z&YqCw3jVDEM?n2otMcEX1{)fDSLJo+lNC*M6V=2?^U0@0>2*wvrxOr-DrI|7aVC8x3`?8&E?texxi zeDE#$_wcMgb|OD-WUieQ#=Yb)R_v^C2hjbYKx3^HVjPdRjG2}YXB<5sWBHx4T=||V zON&d!v5mX(hNI9p*13fE)8rGRA08Oa+L6u1*BXiT_-DG4D6dqxU3oM}_6nG|4x7Xy zSERd#XNi9n9}rz7Pd>ten>CXc{_7ww-4!laNH!T=CT3oN0IHRouoM*l&*h^JnfY0x zZd4zWL)TLm5E0k6BUgdEDp+Cf&~uEGo&YfjaSL(P~o9R1@lKAI%5(o>s=ny{l-bV3dXbWiGW9LL`~J!YX7E z(D*wTu}B3)>4g~8ncn3evNR*eFWwsf6(crPcL60hOO7BHHMwJwR=RpRGKIQxMv#;ZrBVKou+)pkcYdTg%jN6))G${@4$JZ(- zu7ZTGSE%m)^{2Ne=vwr$&2Fne6vA3pAhA!LBERC9W^XZX?L}=x^ayDMxem(Zy_RK= z*_^<(Y`w+USMDZF^2Fo&vGJ695GF}&6;VD^>f(L9h58b=S;@0evI-z7RIe+oaI4J* z>03mXe(65dyZ!Up2_`6m#7O8PngGgQjM%bNJ~cyBxMFuDSmn;T`BA_A+>^ha-9cEi zNcJl?qXt0_=g(8oZsI|_x%Nm)Gu@jiON%jX(c8 z?~%E5W%!blwNP?pY(-+(S`BsbwX8zM6j2Yip&Kc;-z_h^*L{{bJ*w7-gw^9Z<&-i~ z2_6+v+v4Z(b4MpgY4)#zx`}fAhccd~!}j|<#sNJYkW2H>Cq)*Y^An2h(*7o)C>zaG zr5zYM-}+yAj{b?=ua*p^vqS2A_^>W*N9X`r+|Kf7&$?STjxbTlUnc7?>C3#{SST`6 z&nO1ZR{C4%3hweF8a)-ujQhBp>$K5zfN_^v-qSnGHPC4sNnNkzpbU=q51-MD_Ip6= zdhgG;ddYU z$j9kc!l-0%+K~BhWL=5qiS~boJsKY)So+B3Yk@)Z5I>@GN5-YX;x1>YOdHQ@4tE|z z($guDrhRNV1OY?`v;qr__swxHq-dBikbW(GH85AhUd=oEeirdAplaNjnybJc%(D~Z z=h%f(BW?%w=?W)K?F>Cv4Y-{$x$&A(@(E1;>3P0-GXW7I8YSxw=?=J=*Fmt3x$Uv zTMZ#0Ie{eO>%pJMH{hdaTp|2MT~6jTXHQ?hqXl&)9_0^o{3GW`Qyx)ngEPlZDZEoo zWU0Nv;p{4~9V9Xpjrc_qTpia=K_^ZM(9T0Q=BV~zFhjJJAcFP?{a*#zT}0phclV*j zxKnl~jk$jZf&xd0N%rzc#ftRYyhqr{7%P-fRhU-H-M#9Ms-=KFJp^pLf0Y0|L5u3w zoo4N?Ho$IFmc|Q$y|AY>D^K13M+fgyp}j*tuN|H%wyHNGtF+u^Ir!miL4cqvSi7bY z?C;8~{f?yyN%oOG<0x{56wshRi+l-i+bXJC;;Dbx5Sqw`wF$w0*C1sHkROn9ZBnxo zJ3Mn&g&a$2xg%SmUE-M3YtSoLs}8{G9kc}w&vtzd5ds&CQ(1r0?luhnm*GT(9fh4|NjS1J1p5dqAJSKbG+@PYvwB zoh>+{qsBkFm#r7w2w^e1E;b6MNCZxoavQYV+Nn8BQ)r%)SyNVc9Y(4PUcvI72V@vc zx3|qj;{!Yjc;2T*4aQf#S)>iZuT9z=i7GrRtO+c;LwjkW=#uJ1bh20roUzog(!8RR zlyra?IXmb8W`{8o0$w=A7K3*%?e{vp(Cqt5Hg! zZ7+Tj`N+By34Bz2QppT4bZFrx+BxBsH%KQhzOOZKX%*e+9-hjAg4|Nz&Uci$t+CG8 zEMnN#F>w~ep!?2wxb(~F{p0D;oVsgs7e(%$!69owFPju&N9G>JX0;%=1eeC5!Ay>r z0QZ`$DL-C zGM=DwPhJMy%K4AZ@hv)=s}rML+1r`w_Y={2D|gH2A&w_n_K`NLy4}8ZmOaVDnKwlA z3w08lEvvu`1F6&Uc!bJw)buqE9by0I{;XE!j7HZQqw%NXFMI}ZNQiF4mUwI(Ad z+7c8Y+i7Zfef!V89$YDSn8~AhbdluKb8tF?0vpAtR<|k6Kt)img|7A3r0RAW>m+yxW+3#Q&n~y@Q(i zzOY}cC`AMT=}{3uA|SmJ8=xS)ca=`)y(JNmA}s;}QX^ezq=t_4-bIolF ztuXOIxov^=U5y7h8o2_^-A4hdncA27O{CiJQGgj&C;dT-Lp`HG=9U6S{QKyfnm88A zoy0TbXu(XlEx63+viomgZu}=nH6hd)3wHTE?QP>hvMOoYy@Dh^wri4*l>gxSOGtR3 z58|e$$;d??SXw@(>f3)5x&BN|aUdcS!WeTWl!c}cu7^31hgVp98zR?ylu@z(q^hDF z;vgUmsjhALuxq#aLWVyv>6EgV*diKV? z**LO4_OO$p0Q*<+TB*iCmbADn;hhkEc&WrfAfs}#Zw0$Gv>xBJu&;pzOoFr@{Hk2S z&JWsHA2ikp44*GQu{<|O1q8X}1W~}=2NVm3<;qDXw|&-|*#RbmGU>r6{o%t80b17k z=kx8mYP@PTJ+dhy)NtPcdyW)?)4V2S#_TY})s*9kOO3VHn)^>`bA-ILN|5vXLs_=Vtq6xe=D(innP@30PXtG)4Q z?jP_DP&W^e?p+-^QD<|BXrQV~z=nFgOPOCDRTNb~J)yoiOL<;?g#$1dFYSrOB(xd- zDCkR6zTt4^#~BZi%04V!UBpV~<#L(LC;GZNR2Ygi@a6vGl6q^$Nw<$u+a~aY zS_h@`a|@qArN^SM&nAY)Qzk%$B>u}XPYAPP)#R0tJ$4Gw^kM1$C;~9c!sZ3bE}X_h zlU7^3cb2KhBeSm}y(@vupYcS4Rt3<$=lMh{dQM*+Iw>X~w~->I4;33#W}ORj{|ov! z-LT<0Cq1E~KGIaw99vv=5as8e!j_mVQGyVkXiI*Q-dE4HGA^cNVH&5>eef!RFYk&X zqvjP23?}ZtGlFH_$Vyg^-bWPl0&MvgM0YIoP2mv`I`i<5CqBue^;P2(@&kAWG6l%f zLV${@Y>P|RIIpq|B zZ4?zRz8km>+U}Gdx|o4({YMcBgn$i&)-hG;Krtzk^{zF%r&;qrL*Vmg4ZL{>WppC7 ziSKD(zO#m+bm<@8ww^>#>h0QqlcE#b$&Uwe;^KvCu!Uow<3zrFwy!@qWf}ihMy`wH z=Bw?lEf3{yki{Q}>m+NNVRY!)sMUAZb6B5J-_annwu+$L;zN_#?DO4Y$80`$*>3w- z%If=WNL}nkz@)prL_ttC)Lp0+l-gY7LZa7cN6{Y5lmI-7Ln2D!D=SDn`HfH6gY{L2 z_j@?yFdNbRywgeKz$D`3T2I_&wv7F*nS5btoqMBxod{~rr#Sy2&uKG{dA4ObHCgR^KKB-)g8!q)hfb4di9Y{P@LYQZ z&?7^d$x+6a2f!r*5|?^~;J^rE7EpkwW2=V3iE2-s;UZ+x=r2LS?i; zp|K4x0sy-5Y+^o8a)aA}X}*5K(s8A?C@>BAeKmsb*Z=n?xR@xuuiD-Wl7qVZB3i1Y zYBr@sx6>#(H_j_<6hbbI#73Q_t_*IZ@T`9WIB^h-s*Hn^op#q2s{3*J@)TE_l_4ML zh&)c1ATpqT{>Dr&cfeOe)i{5q!Sv06Wm_W48Z=#SA_Oj?XL{tq#p$~-IR#aiRF zhju#erhgN|+7p{t%lt|?-LoIsU7c86G4`YtJ9y@XmVVNJTt;*zHZIubSC5-h3w$Ig z63e`ni}GTatuZIN;AnaY6M@q(-bo-Wr_F?Zl-t<~T41!oGZphrY~fh}na5&X`&q!t znN$Dc{9=RdLj(p&HxHot*MCpy@ z)J!*ryN3Vpa8#(-DOR*1S;t-Par=8pljgpL<7x35GB#hL z7ifreFowlvan7cz?7&Uu6A?x*rQ`EUi@G-GVSa`Cxwd;#EeF9sti-`d5GUN-_MI}< zQpP@>-$!9~-?lwBO=u5de#1XMq`{$r{|gD}4+K5#bv&v50q!~UVa1y-Eowx7UAb?* zUmwOk%Nh|*H5T2(6FnC=?6mFAt12ZY4XE^R-)#?0(Fq7UVZZ_sr;a=q_08 zn;9Ra8tym8=0Sbuc$$Q7OaZ^tWWK>k@_T&C@R?^6p>VCJ}DE}wIjg*!iCgoq4YLj9eyXG$0hdw7uB7rr#h+m z@{>U^kRis;JEtzjI?7G_QEiPBFuMoCN_G@@rKfXzH$UI0WaImFeP-aH`qOdE>rQu; zRGBv()70uyK8Wc=y{rB#%Xtq6ugHDLA;PkYLk6uOeZVn4LO!-YxHBy=YR2V`v6)qu zE7QLiCFxFwguNi2YJJnt%~&J-^PQZZ?HNYftp1=92NMT}jRo7rcP#YZyMUgJTYwNo)!0uB2Q79ycNsjUU95vas z;Xny8??7&G%7>+4?}@pAdfxM|J)6R4fUK_$q3*MYBDbiFiBGgpO83g5Co;iEynd0- zwaq?_NS`Y|)a=<;xO8_)z(NrxLYV%TWsYMD>gv++5Sd8~G4uD! zDvRFa04sOc`Pj*~kfGnt$h?NF8CL$mg3rCvqR3wOCOTrYlSdBtS>NHq^?V1S%-%A3 z<{1~OlS*X-+$s=95VSoE8a3@OU{!z z{J%*4obkW&6Rpi0(-ryjm|FEo!l~q(PSiRJ(;kAd#Hlj+4&zt;-77zVbX}BjE754* zA3`4}fvtKvp$bbL9Wf!M(X1bJ_yP5kOU&e{gz(I)${!%*w3a^ghM}wSI)Ded$2O?D zbmAiq=lsF1l8e#5Ko(c3hMR+uKQGs!Bb&HJNwCEd9mNTO<+`zBKCauJzFQm8UxH)* z5R06FU@){P3>rq9yHMMNU)xVOJ{}l%sQy!#hWWMJ(4jWJeGaj$Pwc|+cA{>f+gu{K z9t~T%4{yqRo$S`o*K@yr)Zs2NwFkMJogkySwMud|Z>=l-{#L~v}~ zxX41gk`(KTLA-R)Mj+#IElRLsrsO>uQ(|r5u&SXyEi)mzqd|>*OgJu1jjV7DaNA5- zPk4p9GMzw5y7L-TKgbWJek!iIQG(MK>0e^Jvyw(-6=DR5EcGkJEHXv;Cv{xXK0Y|P z%v7g)rRc7gp0(nl!ZD_~J5&N^3X~56^vhq0kN%B2hYGJjPIH{|36NYzGvx=AK>M`| z$uU`!EnklKQ*-j9aE>OwznSl^6dGB;%j*q0=KI~1;Ak-7xE+-|Zsl$MQ)vaBkW6sV z+DC;naXO@Y$?Zyaab9Dv+9IC$cF2$%sWVuvO03ISk_Z+Ou#@$j#C5L` zozA5ZjZrjp$Vrv1KMT%HD_gN=Z*2Tf70ozjZYmeoKlC`Q7M|DGbpoDnDaoHm&UD#6 zqi_*M_O1DVl2$Ebr~hJos2Q03I6^4s8erg^p0G;*1ksJ;37T&-kKxiO+E&b8ZYUyfU@I)OTr^A;MeH_Ko)trr)<3G;Cxk6;N z$XDUrB{*uLa}`f~-{4~U4Okfi)7z^Yq@KHUcBth3Kzoa!W!>s=N$!k0b z?64)YI4(w8CDGiRy%LV&&J;gv-Wj_vRa~aK*|Wqch>(Du=r_ii>^@jQk7vv$oaXO* z%p!sp_x=LjxS&dTLFTcev-gxP^FIszQOc`+Fj$5S^d}`TsB(+Nz3oW;xe{+auNhBMXUkv zhjg;zwf`3JTb6okJ0$dTcy-vn1O4n8)}_0nn<0F*R$*6^ENWuq+@%8)PgvcRpw(_u zcYhpH8Bdu-zIr-;Lt>ye{%pCz?WyP;6CP(4N%NzQ^0NRK4C=OB9+q)NDW1J#ab>GX zZjyWKC|c%Fx9R83Tc>3aX~+wRG0N5_)AYnRKJYrxe1TB`YutBy6F4#IH@yXHu~ z#&n@|@ra}bOxg@*Hr$^Zeo}m^{Qk;c&}h@g{~gkS?Jf{#v{<_x3M>x zLt2GRxZA6?EO#8R7FJ{nJ- zE9B<{n~%OYr!qdC1&HstLB_&-PsxJQp~S0vidaA= zhXF*P4yb+Y<`92S=;P-4V1ud*Mjj{lU}}zY=1bZb=t1^L2r(LH zj3(jkG%veUz!JP7^U{H9nF0Mvaj{6(*)&R!+}2f)BzGAYpM==}DIl@FaDxUGY3Rm_ zD_E{%F68hzUp`5KVL!DHd_yHF%#cq?`U0gM-sLSS5k;Vst~){7`dJK-sJO?%a26v zecano1xmZ=z$>CRQl5W@?R324J$%yS@~w=c@*~&Yfka!^d~LhKNlvCk{ev?d?id-s zfw@F_ohOk22tgEOH9v;AQy!yLusZ|k{lnFgO0F83Fnm0LMgdmAJ1^D!*j+6URq3K@ zAKuoP!)9|QwSebHtA`zxv?~cHN$}`O$VZ_W$=(cXt2uWaLXzFF)cS!7XqI=}8y)Pl zm#R{iB5iQ`@-XA)`JJi}`{~GQG_lusZR^tvBki%UM{?0`k@Ti`-4;U$*VDdO|jZYuSnTr{DF&2Jk` z-Z8T_9efbNBGp`0*VJqDpATkKS9446R+@R zNKVRWCC{rniDq@h8W?=N z@ABc-jdKrUi}Ia4(!&h48erf1teGa7x5p&x&=TmK8ANLYXFsgx!l4oU{L;NYo{UD8 zmz|#7xtd_wl$J74G8FP3g%gVSFcJ03SLveNf=WmzWvhqHUd#l`;I}3H=;`z4^ASpP zC2(ugnRm8sk42RTs`r4BuOi|?VM-5x3l`TR_r+odR-NP0zOU0*MM$?bIA3r0~? zsn=I}&pZiWJab*NIk6-s$8+zZ*1&5nUl*7j5OUMJG0tTUuAgu5UJdl&B2Ub+pFQlM z>7oq5BOT5PRCHH+YIS+!1+r+!2rz(gZdn zMqD>yg*z`|SLb7w{f;&hmTF?Hbkc5uR$b+{J+bXI9d+J6W< zb;Upy2nk#s%C89Vc<4m_dubFMj|%u zF~-^pA2n8LGph%;o*BHg1)a=~2vNgG#5sQRll|#FzKg;sN##<<8&k~H+i{ESp_fwV z1YU#!?KS-Aufx||d^%l>6zPiW?y#pG0}r{5D84Rj3@~yjQcw&R)sQQb2h?0xSZzQ2 z4)(bBk1EdOdD9c$dh*?7s_veFxqrf~S2i>9njDC^gqt&f?D3e^fsk~`NzG@86nTBB zybK*C^AUR*J}!s(PBjf(5q{AaeoTTc3C-L)3C0j3aeZhi`*K!ClEl_2P07K4&?{Ig z@Wz4y3^GIWO5?ZG97fv4)&d$E)kT#FbCX55vntgB$ytl{R^FBw`48YMR~vaxYW90c zYL^LX4c`L$&~yWwTi-=yG`bf90{@bkmSW#e9u`MPY2WICA0MGxz}UC$CBR-(JhEnkfG=$gLKGeIr}I`iAt z4w+I%n+%-jl4oAZXvgqna|~1df%o6LOab>?Im=FFKN3Ge1(Vd9*e7@P3{e722J62e zOOs7zmnpk$9)+*t6Y2kePO*SRqp|NT5S%X_ootki3(f#<{t*GZJjmnma~kT)UUD5u zX=VYO;{i_8Z_B=R#x5!y9u;qYTjq{> zq$aewJ^IkQm<45d)41wM0S8s_9g{yya*ZLq&LxXM2;YBNc)g6{oFt#k9V5`RvL>q~ z2Gq8x)8hXJy+_xFe-&PAH*0n?IJl1k#-CIEA4S$5IgSr(`8+dn7eT$}0Xk^j!|K8V znKbW0EuMN1FbHfhC5gzrzF@(3eX20*VH$KBvlk~e3*^ZwID^k$#xGV!62?>;M*p&J2d~a&GPz~B53kw>6mj@dCM-lA0(jV_D*%hvIrw^t+1|psV^U7b?J`1+y#mHvP zCi=LYDEtNX`)0hx^K8NDV+D!C1t0nIaSi6NEtq18{yg1vvX#PEc+TTb|%Qv&!un^8?DP1cq6GwZzTXf0C85q5m>T!FUU-CiD!Ee z-?D_$$V@ymbHOoF+0Hn!7<~pwD=G$N$8xP@76MXvjfI3fbw(K9kpPUK_+M8{Y)4Zu z3tZzlE^_|AD6v7j~Yyu!M-Gn#&{QiM{;+Ir=#t0E`7 zHdAT+RAD>#5`Z&K8`zJqkZJcu^1cX$>lq(D$n3bXN`rzTei%&mh zJ3tL;*CtAyZk$l@mC#WW4YUc>jV`&H%#y~5nZ8R8F_@_O+H<<~VFR~sN2l9e1Q+t% zMmk_pYJI`~i>A=mWA*~%e=)Y0S6}FhY3%{hLp)Ccl=rBd4k`c0rTNEzJ0KsBM4srb z&z~@a`|bA30hp_A#dMuUW-@;D&UKSFaPv*;)m4}gM`o!}06S+u6_Kf@Jld3%A$qEX z6wFt9#_r#}+91Bn^Ye*GwKQ3Iz7DkGrP*XLxbx4GDOe)X7FI0YQCJD()uW_Z$1(v4 zbE~AHakyTH;~RL(LTI0H-~`L@J#*Uu$EcM%U-GNU+XCk(Uv6r*f#ih7C&DKidPjZA zj(iOjl{OwBKLOuJ2`2H|VW(>cV@FE2$`}ymh2qGY=*O&GM+Krk!rCZL>-=?GzPw`m z-W*CN`LQm{U$II&6VG-Wn{P;E4@ zE;{LSru0j&sYOrb!h~C2Ubp^7HfzLhxJ*IGw}Wxb)3+C!nlLVRh_G-=5AUz<0L9{; zbi}q{r{kGEOtyM??7hgsZiF|15C5xKf$Z@l#Cf1nL19 zKme$Tk9<|&AsnZu`lU}!L(}`{G6P*r{<(tp1SnsGsZ_`5#y-VYs#sf zT4i4;xYu*-?TxR;m7cKsxKg@V=qQQVjcJ8;j@ylw6f<=TlvJ0RteteJ)L)nV;e4i? zYd_5}%D!(IB>Rk%h8YJ_lWjEC_nimZws+pi2BU@$`t=}vzjp?O~f z^U}fBk#0xD>1rygPk)|I$X3q?%A6LZUg8C}EP2{MOM_rThaT$zI$bAOQ;fBg*x?W|tW%8y zz>FV;`|D%7l)1*s9Bv7O?utk=^$4Sp43|0s75(~({D#ecdE;<4K$4-Ds9g6lKQTDEX;>WfjX+fF6to4M2+e!m|_xz zT-ERJTEwd~UvJ$9XWEn_GD|RrsSSoR9ul?EJkEyI6*(K56RaGSkx7j(ptW`Vtl=Q= zb%8U_8w2Li74J6CK058N0ow#`Ips3=<`vSdRnB|9h$560(-D?k*Z7Hk2s4e@g2K!Q=O~1nng#sgM7SV^d0a1v1CONUjCx+Q1<7$ zmO}BgHO1Z|_ywi0%t+cu3dMU5bw-PuJvTd*TqRJ=;S?}zh7j{apDT$Ib)DGq=$od|Ux*oA`Rzz@QM{amR!<>fV& zEC4+T2b>dVhp`3PF;7@sJa+WyMyzJrrW}_SI$_KM1Y+d$RE=+)p;SiL9Vk*$G=5we z@HhAjK!f+_eW%}cl%(?a%n>_aR{+x2V^!Ior9uh0uF5o0=;9_05?{ssKoYO_3(=&b;>!e1wvN|To-%7jL}RNL+91#Y$goH zqZ?Ed)H@p2o-`Q$D;S3#N@)Grsg?KFq-zFF>_I&_I)gGErb&D{liyK^$okRvUpbn# zKK`y8I&MMdI!U|3*M}wdASG~a;1{ZTLbmBh`nrsqmnPe;mp2P$g}&NAQD9+V93oTGg*Y594^gW54ijSB0s5n z+GLpgdA7Hfi&*Lmy5Bh_`LoS?_a#6Eh$=A}liIH_(A(OMyc;Mvj5Aft+60qV(<~w1 z(YG$MA=YY=>i^3U#J(JPSXCdR@rXD*6Vea!xtm>fwJEHeknmgH0ImMBB+`Y^a8{}B z$y|r1vrNDUO{?3C=zMVZ#UoyoI1n?p%6M|190dz#iOv`W9Cu4ivYliigithdv+uTL= z&T=S*nOUU<-c)Bj?AG5jvYy`4k>6Fr$IqpHkC|5dJ4Mk3nwY)fnR))fj{`VEZ@GKiwV*2WOR|=%v6<72agP>~#5Xfo_c>$)7i5+JigBDo0ZAGym`BgMTTz!M zdM5z@kC(zH7%-Nj#dmJJtmM-g2F`M?LkgoDi+#llJqEgcS@W9dR2oVcTpgm8ZRejX zPSB#;(y7kpY*H0RZBo?D-#x?Gcx=6675}syIB+)hY4S#TT_={Bi*D{wgZiVq)zC;Y z&_=%-D}XxC-KCcU%qBy3X~+ge+D_YHVT}r%(Z}awQ-om?5wHM zf|kL9rZ{bdm9!Je6e7}=d!VGXrW-sDfi;Uo87VLm;UB9i*t*Zeqx68zu^N18%oi2Tnglf%M6ow7rYz7l36oqcxE#Ja zs4mls87Npunw#3ZC2!7D*F8^YM2Wx*mi>q{)w%xhtsObrlW6ssq739B9wMp{=5ng& z3aJd+(X-!o7R}j&a?aP_592&I|D67hrCF~L-Xu8+zvjypu%mR&j^GzbY*jkTjR)}u zEj*?oT@rl0OVPVLhgNk7xt|73D=bvwmX^%bJ*MU52K$BX=(VY$m=o%Z=7A17 zeL&X&yPO&hpPbh)4&<-ClfClSBG*mwykp5?UhP>}^?DBp|7lrjP9nc=Hlkya@<;It zbIPktRVvd0NO!5Q@_z+@ec{>Qh+Lz{ZAT!sfLvv7L(5|KChg_xIY@i=J{I zUx5!<4q$j7wmZ^-$>1;f>IAEmh0NMiNwzlpP?GX!AQ0h{mrO;lfTSGMed`KvaK{xs zeWzNW+-oDhwHot{r$2aAsw7&rZQgBgdW!^E3Q?<1IzlU?GY`q=J=5KH37TYxd)p8Y zu|4q$Se$NZUv7MPUNns|50T<4;!e?angeK9#ti>QwWvQ7q`-wo0huUw;+HN35B0|d z?=Z0Y_JInvDQo|t|1>coT7<-1!X}x|fhghxtP9a=G|okETIhW1(&BO?XxHvQ8vp5| zs&f65z|=CT%xAlgz>b5ov#So>+BgvZAymD5ju$rOzjt_*c-9ng8{OE%MB*UqwKhi} z^V@F4$Z8j#UNvpu&-m&yR1F>{-?UfY9ra}QbpdIN6ywzXY)(7X#PHq!!%K|zkBQGY zvlKLnHRrc0pl=~O@(Uq*%R!fTxIusp|28nWmZtoQT~N>71=)&@Tq?l724 zZM}Hu($aj@1)ZhklQ%cSaqn&VhuOb@ZDSc#XRjA6?qPxh4QvaZ!EL8dJTPVd%NSrB z*%7Ewp)mz+PxPT>7hg}J`EYoc$nvO}nJ{#O22126ys6K|_H4e?`oS>zA4TR-V^`M# z&AffH-35Fh>5;_i2DY=kPWWRNW@5?~aaS)HaMa&g;oE@l_diN`?neT5=DvFFqnxcw z$L74DGy44~`_Hc_@&=4{SwLS_UOqRr z$q);`Z}?WQT-;JmCIkK;`RF$7bf@OUjE5Hi@L|ae2=Q~ZgzbgIpcF>URg65IUU!Iggj zCVI{j^KhEhcdEaYDPO2991Os2AbdDO;w!!su?WJ#8vPL4#nlCi$!rqQdGGn^Y3Jrrz`(zFKoBgAI;qe6P%Z#6Mjfcu1gb59`PfX=<7s;E1E=3gFu` zyogpltxz`yZ)7vEZE;~eO|l%b96m14UTF9JP08yp_nXXfddzh6RdkPu7`ZQrOEVX!uAZn&%`2NI zPBxn`VR(hBIlkHazS$Bo!-mBv#d5_KzvD!Q@959~DWx9}3>W7S=ePL=JpLYw#jSli z`mmzMe(4PcZ)~^dc!?xM)3JZXBh4ENSG3Q5ibvw8q4G9-IN9jA`fnc+xkE$3nlm?) z-E`C?6OsqQ-E|kh6@sv+<~<=$P`By0sKbEtfz!R!V@`gas<`EcJlm)MobNTfxz5E4_!OM-GI?h$A|Mt`jHk4YuDEIaKleW<`2;-(SUT%ZNCe5w$aS{P zoXNTmkK1ylYUz<`>jetyNQch6hujnSAyN0m)#y*?b{+z~ILL?s=%rUqp!^q3?XxQe zW3aM8duGRTGXpp({U#Xhq#Cnq-Id@IJObqy}+p7D;+2u zATg4DVm-u#zl65&n}DZ0@!h)*y<_YQWkk}L9+j0S>V|=Z(TaM(!3sMJHqZa*{EPBD z#cR!VmX`KPN&*&EVAZ$4c@0x#!;{6KhHWZ(?~GpHT#wG#jt2UKsQ&4-Oy86~IydN_ zhypAmK)(U3oi6P@z)@NyK9Dp2N%W>gW5&toMaP>-v-c6cv!%Gtmz7CYQ~#(AGwmMo{|av5aN@n7&P=ZtmmF|=cMer|0p1% zd4KhtYG$I2OP$1S)LfK*Y-+SuXoKY?9OP`kJj^Tqpn7!=$bS%iqv*jJmxNlJ_+x`n z)Tu|-VkNqrh52IKAUpue0`;Bm;)P41TF1mE??TPtFlWw3qFQN z$ONEXTDS#L5qar8H{5fv6n%#2T2C+Q#Qh7PI^*ISc-lp^k6%tGSuNQOkbVM;Y4tad z$saD`N+l(x9@EaoPX5M2%8}vQnKl)=4KD}hqb=Nog0hF^&KGrKiNf4+0&s_1o!S%l zFllu{;Xahi3BwqhEu%duAbsLP3r2mmPq3kH4G$A#tCkA88pg#PQwb1$?F0AXPiZLc#& zapsjV`hR_Ym6_8dX7LzpPDEZX`a17UD~AqsJ9@nyZPFqR?fV8kA3sqV+^-1C$RRQn?eHBGHW3?N)+rr@;py{e**P=NFz|2YP=_2R}`(v83pg6xS;!+u(cTlT;c zbl$;B;q4S*^5_b(JLUAL_DgQ()}R@=$pH1?_?mq>E)==&^pAA31DoQUw||<~{`ZtR zecRr_XqpfsBO{FmQS|0r7Yd}06IGo0*tSzDZ1-ZgmB2-Nm(*zq1VoY=CD{}&2xMdq zYp{_@5z|}=VHXla_<9Qp8da!Z8uh#bg&E0@w zrjuj!Z|d4UvBQP~Rieg;14Fs)BEAc%`{ZmFD2y9y3Y)lo?Hv2d9w20gJLx+qc%@$Z z!JD#Np#5|zO}k4gTEl8S$NO+iPIBGcfPgsBA60m`&{MDp926|KM%@pTYGZWBqo-)i zxcgP^#kt<+W5$jpQuBfv_u*gqHKM#q4>NZJIu7sj2tRm zZU4;>t|)6ZHKUqIe)!gEEI+Id*=N@u@QPH^DQq!>j@Su7MTqn1ezdHMeQ|Up8h#L{ zPEa92Tk1-G?G|xH=U`~s_pcUMl8W{<4C|pg##=VBDfVVP$30J)d;~AvpOG+rkXMb2 zTIQMf{|lGpI=hgyr~l_G@WkR6>n>W`_1;yQ1RX7PGPd*K`Z?&a0OSaCEq<&i-#2T{ zDCe^kx}PoJZ*~8}%Y)0+y-f@HsNa_j>E{*eZd&k3gXhNrkfHZ^1`pQHbya_rX48DpnguOG+=On6SQL)RuoU) zeWIk@bseO#MdA#gjmfG|qv|d5K4vX8v(Syyt-M^btd06|+Z;6hzq_~EXw{RKm8ewK zPCxWWc|$AH<{@vP{Cjy9D6P*H%yz$iSq$(uZv=oKlcW7s^KZlqOvnb&g0r} zXq!PRoSx8r&eI(yZ7iS90UJ98O*SU|g|IeE=*4n76~%2nnOg`6h)}Vc8~~YZHt}CB zyr|t(GmLM)DiX!Mi=h->29iZm**j`$E}HQ?EUZPw|50>;VG@9}4aP3|{Dmm8w;}=j za1f4nECL>*>iZ$h?R)>4&1>T1Pt8GboGP<`HuYgU@TYKo$KvMTf8f&qp-=!QzAP>7 zyTr1hODwCSJ)#Fk^N+5Rna&^+TZ%nFAP0!4HjpXjZ1E(~ zU+IRs(^xdkp@_awqp~?7M080Czxzll2n# z2RxnRNdkQw%RQ!_Wg;iw^y}WcEbALFOPtAwtaA}bP`YL3c&4ha(Hw5S9$$9M)Wc%Z;*@iuu=Uxq=)9$)4F9g~=eJ_M2Pa=aw?S8KqE z8H)U7ewrf11ow3Y30AiCCpYoYxgMO)t|UG@eD7DfD@!V$W>5QWhpy1b~# zm}^MpHvN)c3hpDx5+J(c&c&1VdWp7*f#^@JicTTRR9;!rF&!fvtyy)-n|c@$V|lye zo*1jYcO3}nPzhPgGd7ND3ifQUz4QkhbcVIl;%5t;Md-`9nB}&&eJ1W)G8TVr^T1gm-W!%mxav^ z^0Ft<`)_36sV;6%@!tt$+}9e)Kg+sI$7)$ef_@k^rQ<#0893R_NtXvk-=H6XKluMmBKs+quEI zP2{q`t37q2Cv|=tE1b0}$iw+~T|&;J1P%87O>uMT%2a={IDTaCkGRD%<7V6JN7A{x zl^P=;qBCCa`dNjOg@Ypslb(V+9t~`Zx@JKGY=|qna&9j6Zp`(iGd*4m-Q3mRnO1Z` z^i2#7sM}&S`87=wtel^f>ZAr?_)rw%2VOm`h>3d6jA@BAHw8Qdvl0c z&87kt-OkrZbH?W=AEM7m8+oDG{@8vfxi4_<0I7J5X_JfdGRrgIkga6=&Cc9u(Gnyi zL%59i+xg*`i-2=R55h0F*Sm#N(KFiKBe!}_827-bH)C8?{O^T^)fSH+w(M}UWfBgs z_VSVlMd~RGWcTO1tlg!-8pP(jHORb>%Q6Rcy(H|L_^po$YR8?TF?W=pDs-5!X8BbRhurLM4Qj4&Aru0Q5ZQCweGcL4x?@8cI0wIc{xJUkA4r zZpojeD2HRO)7RFuEc)&~u?;)pMQ$4&-~k}uUKic8Aa=<*y#zb`ugi5!;Pc9tn;sUz zc3eWlpyf-6t%J@<`x3{G_IW?79u-E#$48NwRxOwmIEa|#op%3@wSr=0TN_Em>#E^N zvxiuDd`E{Hvq@NBY2Z-#_|D(fO8%!+`8r#xmyJ6ryN7u#QcD`EfSx(@tl}w3!MO(X z6mLPj8Ebk&ANmFUiJBEAH7M_316S|Mv*(t6sICG-r2C_cbD`Bpor_o0+bDNL+yA5( zL-t*@IuW3g<0>t3dEhz=|4Vf6u2|6!gG#mAg4s)s&%uvv?=;nvVp>2~y{<<$_5F58 ziI;q4eHP9M?dWuqprjL2wucBH=>I1^E&7f6UoxSCy4>a=d9xS+Y~1%^2pZAi6Ytaa z**?i`-VaF66$33UH0`G`pUHIiL+6@5^)Vy4A%|66jd1_1dEW7=i{vK_O?7pNIdwGD4~<9WLjg*?L#Gq{*gthIIOREfR*h(%yL=x-@STG}X9P*kKK9QiEnty^@k z+(-n)atN!-y1Cz*?|-etFf9gjki4c-h4!KV)EH5q~C4^ispA&QZ0H! zOb=N7Q~O+%Pi+ky4UOnxpM^1M>0ePa9`OY4F*pcMZJzi@Vs$tk|Gzwd0hr6heMAdb z92uPmbsN}MC=p1sii9{>|Mi^As%C9x3Rt2%L@gz54lP%@}=ibI3FQNFoAahEfS-)7- z)q?+j7<;d%rvC8j6GcTq!G?5DLFppWArMjNLZpU{N+)!rmneuJEk8g&YUoG_q4y%a z_ufnB5Fpe*igW(&nz@;ocgY!?u~F(0S5chVu!3) z7lDE+R$w9axEUKcDf0Zts6y?Z(pbg_O zY~~8%=p66$q`@tFZ^oE@&0nWnX_d!L9Ygphd7%~UzKCo1f;N5m*fWPWoUq4dx9eMo zE*kpYS;wg7Ny|Sb3JEcU1f4LRkfY~y5n?G0FCi8bL8#^1nj2SB%{N7BP&=GQp zlKwVZxn9+E-EPoO@P~km)CnV|Q7Ep0l62tnoBJFd9<9N56%%nv&&`@h%@>)KCbiiJ z`ZKgZEYM`KBLB|gVsw=R{6;$S0}=Xv2i*>I-BF*X+Gb%UCcUK!_hUR+t@6F*y5i+1 z$8IOQ;*Ad3U)>oDh+7Vj#0U9f2Gr9q=N`M{Vu92G|C<2jL41h!;}qYdf4$H5&uhd; zr=MU(G{{yU{;VE#aw^#wU<;8|%5lyVi{%jUwEtGm5mKof&6D_Bh-otg0FtLno(Bf7 zn|bwVs`=_Hut+Rw{^c+vE-^*qn>wPbJv|g9FHU@_{hy9yGy4t z4^phB3fnr-cWtE%6I?vEOtn`HTj{gecg!;B>+vAR?fdvAx>iZs%N{Ck$@ZZ6P*x{q zhwI{*=%-Q9*>hf269Rir7DW7NHG3|hP+*-8S=2NtB&rCnDSGPwmuIs22k{A2h_-LQ z*>=-$+G1-ZTQ#z??j>FVH%^GKn6HeE^|Z?NUyO_Vvu*kj1ceAZ`L?UGUsMJg)qK{z zB4$Dtuu>hiCbmRVRItRoJ=*yB{QbPN9&LVRY>Jy|=c{kai~NUAdr?QUDXh>~uep_w z-zY-mU#Zomf=QzIGd*B4S!vK*u1qyr+nu9#iB$sS&zWO@-XLiQzO@F}IfU&pShkWf2vtCPd_`){p~mPndQKPZTt2Y2|CBHky4X9ZVqz86l{6urF8=aBH@AGW z{q(6v#iyz0GKtY^6d|C%O8s^+LhF=%+Wuj^ZyFeN#q;hZE zEIK<1wn5eNO+y(B*){fRu;5WLx#X;;Oc?Lb7?~>+^;26F1plp*v14xNyDc1%{qAVV z>=2#MBpxvA6Vl#y9{31mBB*lf{-Fi?X$bD^YEusGEz~!8hU-!95*GzA9SS&i>p8sA zX1WY7?C?J)6F^Hu%7d3)%w9IGEq;AB3BRgd%3~KRDt6N~Elie#{*Yi#tZs_O&(*jk zB|2foG;`x7K9NOY_#f0K&6bCfs+*YR{NCbu#S4ESJ{;~;j%(fPQy{vm1#tOJwYpyl z1aRs1-5EelR6yhFzB||-D!+Op&M4r2=mTwqv&gZdTLFv2Y*jdGntNkWeR?cmq?#A$ zch5AE&rx)LsL#!QjwYf@LlRyVw*(j4F70*CrsS60Zr9Xt{u!pJaP{j0(F)Di|Ce_2 ze}BIfrctp&CrUA*u~2c^!EJY|gF>A)&&7VJK1l(5pi6)-?>y3PpQ}1qFyPMNyiJ`W zCHR}o5s7nMy+V$LIXO4}5TA_8>rj7XJusPOZckd1EgZT`@erM4Q80F)XV7%bngwy@ zP2-Pvlhp|C%HH;eDfe1~Fj8Q{ZIG<3M2Lm>SiQG~3zIwNCk!IT4PKg9st(tKB`14v z+vq+uu(;LCwaIia+Bl_i_{%LWwr^nzvH*rmHoS*E)NNg5<9;}`Fua`=;N<*Qm?*-ne2v8XmnM1b6jlMdQ$hb|h?Z|O4aQo?kSn46m_EPfbpq_i^50i2KXA*d+MiI?Z{4Etk*K zsOdf2<&N1cl-PBrB*u2v$oWDcj^ZoDDIoM01?6qGEl4=B0!ri)`d%ge=)TbGZOX6k zpFbeS=&)1p!ySg%_09~(CF`2RS;c8*CWI`QS&oP35ZmQOwK(@l=JmYfU&>v5Lw}r_ zuK%7vf`D*GfPYv&_m9|La?elYJcT+}Urwaz%g8lG;+urM{$9CRCtS#uGkwAeomjdF z{^WEcU<8MTXbyKOkk2N%($C3Sdce70b6s%IcWS|`)G3nf z3yrVLQ;Q>=8xBi+B>&yk{_=SRovZ=NHJ{)81cslLQZg_4@(1u>@=e)8sN$F*n>^@k zp@!FScEc@1I*plZ0HBr~zQ%*Nm+KGi5xK_?igQaM^AZ%BKVn}+K@uKQrg(574M~uZ z${eqj#2|60$GY&lFil3*`}N9QlMOk)q2Zg_@R#4SR+OzUH`^7$*ajU-<`ZbpPzCnr4&?+mC2l_iNH~Y&IEh%N(f=2&5X#NAD<-O8p zzSO7<)wAqWm&rQdpzu>04R~U6*Ua|(UQIMr;v?L~yT7i~r$fhubsLpVxkf#rQ+L~_ zqYM>qA&X(lsbIajQL80ecNfQ*l`Pl1lYB9=hjxa;pS=COT{>SL#n7#cHh5dgosL(? z1u|hXtl1!6@GAsuBO`%H<|{^pKe~O>U05w5{F)chsrwtSI>K?WDU9wMpifS7+KD9)@s|E)2WfZ`J;kYMeLuSJV z><*5d)HW<=*~~vo`*i-9sz$r#oE~>wpuDmj#T7AlbicpfRX;5|N%fK_dvhc=2(ytnKQg zxV5fZcPgGMa*YN zbBwKBX=dT!_5ceWKKapgwW+ zfj~e;!UiL;u$z3v4_wFlvS5l7nuGvpt92|ZLK13-;?4bKik{#ISuHP&^p`s#~@dHQVbn*9PFez?QX#%zXt zyL#g=`SB>4)r4_uzlGm*N46YL-_ff>%*Oh*QwiE8a??6Z5-wd%olSZ;+WhCuMJ6Ww z{iDWG=E%{8otS!=qdHgh9;`XF7tIZfXQS2PY_Qq>0|q z{QK$=#r#jt?$bE#Mx1oQ(wn}2?UnVJ6wgdFc9-Rk&lC?A`J9^Wzgz3E91(STd56G9 z9({@LTB!`{k|gLB@jJO(0lzAXux9`Mkt}v`;9Y}k9D<;X50Md-Lf3bCymJ-?teqR2 z6bVaay$!}wFZApDs>_X7#uE5zFV$D+9w`;>fO&Q8Pt7A%Yq3r`29zQqeAU!ct}slv z*&JnuruqY8|EO(qhkj65(PG0!JpnwYt=3d=$J^T7NdkBM$}fM~|KWMRPoRhFEe&IX zZDi@xaN;=+q1?_=T!F6Op%r6wbZ4^J9ef!Z`=!$hnO47_3c4uB!JYcH4lk>}2UacaGcy%2do+u5`?B6nj)P9%O#|Ii*P9iQOUf`NHo z9k5>*xnOKT!>E|#rQO-PS~2+=!KQkM#>#_GX-F&jf&TVo@ci9v=1GjrKIYL;lq&0q zc1qA(68?ZpeTyKE_icBTLu3hfjw!CGNOEui?aE}`;azxX7XoBNW4IjLs<0wF_T9homBe`w3 zd>j%~5Hle=q)o%^KU6Mv%@1(ueKWVZxqF^a1BkqIZ-I(GQ#zb}U8IqR=k5RK7TGhK zMaUdptC%+FBKtCLM?_TKS9p$ZNGRM6hT>n@sv6y}Ii*R5`fQ3965p|>oT0~@rwhEo zR9&nyddG$@%`i^b#&jZw)tJ4xgRd!PxDBL->BNI+bNXsP+;Ip3?1cOY^+^^Op5FF2 zy05pemmGIKFAp}>h0la^G%*}jr{>#f$@>-!cBJmhxp9oi4xzM2#biF)<_8C&$%4F3 zYMKmGgRbtI*MDtr@4=d|5AuOJ$wTT8G}sDpzl-pmJSbk56ItZrSew&*R(-F7Tbf z;bLypoC9pP3g}iG`}#`Thz`KB@7px-)u_PMw(Kw@3v4aj|s9|+z z<&A;Ke3|!(ZYAvD_}kPo_)rO=VI!H7lA{_t$ceY3ed!mR(Iht7`Joah&t@cJob4E!%G2pCZ_& z?Fqdk>BHYU)3$D!9>l~Gexm8&!8Cce?z`6q6?N2x@a1PN$yZaG{M-BIutdl~u=+^QHn=a7(|VP4rEj^jfa7JPtcu3Nfo_ zJo_f#GOu!kcJ?CH2UJc4v~ZN(_-RQHezW+Z)T(K!Yi`ZeqsJ=SF9Y(K%FO4GgBAE< z2}Ov}IIwTP2E>_W1ap6VN)?F;EJ1xs6*Nb0_@_O%CpD@aQ(jhgDz}I?A!xq!18xr4 zLIdNEFhsI0wuu>^nukxiPP@ezl|Ho|AHG^!;X6Ic)PPK;qM}GTh5SHPU^l{Fbva{8 zSSeG2NNyKXPou|pT20@R81;j?>Yf`g{Mm?2?-WP+TpX-;VwJ96c3$t)S-#s39y&tX z9v-wug4;`ZtaZ(o#AcM3Bo7K+rZOqH*+=I7SG=NecLUVfs?dcJWyOu{n#O_NaaV1C zGKMv$&|?o9eKrA9kiGJ}mN}SQ;LWtF-bI#qeFsF%_&G%}pkfp_?|t}PTDW#M9zU`Q z)Nv{LNt`j7IZS4>w5)44Z;s)LONQ8jE2cCkjbh{cn_1FxMYMd z;g7W5uPjfOvB)*ADXbfA7W@@S40!wJwA#g2Rcjuz?Oi$E^5K}QlH=GxXL_Xx{l+dtkieHS=v>4Xk2h+HQEp^v zs%6a;rzk}Jn{N(&3XauwN^bzd4G<|NyRXEZS!0J*G%<*;(i+Xwjy1!M9<^*4zdj-f z+uFzIh}{j`uM2*$V-UzvP8EGXd!o4*wl1ZSwZaezU*W)|Hf;deky?0H-VXmF$|-4N zQo&TWmQ4gd)rV6ZRxQqhJ-JPnL4UA#18BXCZ9O|@Y4(Def13&Rl`=8PQ@_lb?6cci zCP7}8jw`J4MmFJEsQ#Q?PEB)^AzSW14Tl8}K#J5xRm_W&_v?>k@|+I~>p&YPZyjA(=&W=k6ayxTzp=7e_EK;;UEetldWY_DVD9| zcXl0X8zZcuW_Bl|XNgnyKC(K`plUT}wTps`lE`<82&yR`bx|*zQaZcPj|o#8mKd1i z3+hfoMaQqSyvJU3D~a!Y%|EzmxY~I$al1T6vnLT!>-|T@$E?TYW_RYAOxr45hv)sv zp8Z!XAhN3`2!h-}U&^g}hdicjTa41OES>1c4-VOAi3L#yBs(vKT1rb_q^F+Muq$_*ZvhvO3o zAUr?jIr3Tc&jz8)-4ER_14is~nh%PsPtg%zTL@m_Uj4%KEfeY3pawR?Ci)B*P68!~wxpD#)$IoGKZ;w5k+--^w>Ae`FDtBR z<-RgsXlsrGE~^{-F8~cG-|Lt{SY|&3TRe^f&|y_yn$1;UNU0 zS#|N!^sby;`|RiWxqkxP!B`6M>Q#Vb@(8s0RcsO69Q??_v3!S4CZZY2%*pfnSRvjNB$}}ll zxEV2fgv7I$7ssj$Pdt2NIGf6n*qamakAlui;e(^)`Q;SkHqF)RA1EG{Dn2#l$%B6R zm{l4S`$<86v?3Yhsr6&9chR@L{>QC{FEhNk%%`vPh@DsO835PIr*3ip`BRSfMn#2; zWysseW^bMy&<4jBcv-F7YE_?bsrk6^gLR%s1`VdZFC z^>@#?g}E8{eg0FYGYwJ*h>5_xCES%gQ=Eb7uBn|U{=l>@3uvk?{vn&Ds1>uD+f7u% zsEWp?opTyvSRJkpMxFQW(m9#A8NTRa>{%8<+nxMb!QAmli{!iaqfvRkn6sqH_SwhK zEUs8%>|hReD7RU|f0Reu=Zyn;6Q>Bgsu1?bVeoFK{3@k*Eym#}b56x}Q^D~H^P~Pd8&ywfWghsnP>pLd}(f621I}V-c4q4rx zw7_z^4WBXxCEdHc+rev7Y{fgSc0VwEA9LrOB*~mxynsgTQE5_0=wV&aaW~hQbuTHM zOC36&zbwU?OdCos1gp3TN=Qb+RvU{GWV~Yq?3=wF#59{hI!i%f=p7{E0XrM_xsRRP z^Ttm{SLS)i&o7<%O%Kit$NUU1wqgU0JNv6lFSqkJ?Z0y9bqPSG=(p>v5@DJ8N-%4u zJCzNbw^(77I{y6gq>g9%FrgN9e|yW5Z|vb&b6d>z;#IpH>ZWVI4P*x&n67Ig<#zt)X#KWFsEhMH~}jxxm06Btug4eSB^KwCy{29!c*Y6H!WLt+sa zGz<5P<7wBAMYA|e6@*vcJYxsWsSkftoM1wV^Rs4+Y}@V#e~^;8J#~bR%TaH2iQR7& z+1NH8-|2j5qIuD}9jz$}mjD8qdArI`u~VffdakP74n5!3GXpli%Ya&CbNIA`F)63g z3w^+utaezW0qV;&7Mmgn1H0A1m&*}mt>pEeuad&*K~Bqn)9fF`su@C#7Xeg}B#NE% zzxJkR|3Ihb7<4hUZN29We8-v&hgxo;P9b;S(uIN)zIJ54pPS=Q(4N|X^PLX`no%^! z975XeZU?ZBeJrVrbRH}K^*{xUMI*Yd7ArV>l{0MBlI^f5RQeQu)({Zq zx;Vz2V^~&78n)W8Gq0LI-6)OI2u*m(RrdFEz|F8Rv!zfq|7-e`ns+{`!Fy<67%JrH z@w_oQ+!J+JyX&(qivPI8xqR5%W??dGba$$MK~_bQN> z4f#!g?gtG`7A)Ge>drA;Cgq8zSM}6sEXeL;LH?wKOPudslcd^kylx3`KeI_J-xv8X zKVLbXW-fuJ?rWGxQV|AP0jF}@Td&2a7hVXn0iwt}G}~r&H7Bwjz#0HN^A538Tg(5X zODy$f8%P+F#mH3yh3c4s!u78=lvYd~9q9Ww5-}UPg1v~hY8$Z!)qQibnKk3_&K|@< z4l|!MrJv9}LT=3m?LZL{Us^4O;HxGir=rK=c(FqUkQRsDkY^K0DlYjKN8&8hUC2+S zbObojF=z$6SHFstPxT{&OO#YxBV9aWxk99|s;&g$d+~A{BVu>dbeey3K|;=h*PPQI zqx+WdJl0qgH})+?`3v^BO4eaoW#Id)nxJ5bI#O{cRjDr-O9OR&f}Y zzcv~){+O~nL3ej>Y)6Z=_%x!I_B7oa24)g|Sm&x3y$Zs!CM`vCuHUcTz9=RorI($x}Dx*24uCX{FTw!7>)44Az&LYXSz=dW)iU-E#FgBZpmJLCffgCS?k*{!SO6sSO3+7`!O#q+4Sw+wJ%qxi! zMKR2zoI@%0^RxTIY{zu1jjwlIZ3cKA27bN$ar8WUTP=)&s^4xaUXTM4vtxCO)y{~! zB-eH_4d!;rJz4{fXnN_OxG(!?Al&sDaQxh-tD0OWcJ2K}2D_D8^;xwUqu(b^zt#n> zA>uKDsP3L*-Acm-;)$aF&_K(daY*%@^AH{qFRpo(-{cL+I3e9;-+TAO*AmuqG@&OEUuxr^rHH--W){Ld`GXNDx>&=Yk3 z5MIbMVwh-f$ac0A@4&45^ZY@j%W43nD*WD|7+~Y~9=E`cRBeg)^N)a+5lKsD+}NI# zM+?;hP2Z$1yVC)ya+#2f;xAw3N#Mx`vqMh*qo`W?rs1(a@yXQZwj^jOE|I_G@q(GYKfwV79vqH+#*#xKM?48^>))71xvRmq;By zA?|j;9h$=^-{AROs0U~XGg+Y&^BCs=4GtQ$*)EO3V`*?DUrsG-<@DHe?jrcxF(-7u zEH+4EE{)Exn_p?Fl=jD+4(NSfmDjuSc+&OirlwZ=jB2pAVLZE5>9d$luk2r6 zGUY1NdWX4m>KJ1YsfQm{1HX;X1I=DR>H9)ukocQ0M%o*lwT zmh-Agdh*m8b}6InLW0A|7x{7v_x&d|5%R`AajK>NC=95kMB%NFsm&0%TJ(_j$dPNi z%Kl)DohINZg>*LLodw|mRM1VwLc3O#s-9c+PfoAlLH|154Adf=|F?ZjbPnVe_Cz%a$`J|3gSeV$q#wnR{MGgR!V*1pF` zys_C1XEXIvn2cAEP=e9E6ZT-*_aEYj(;Tfp|MsgbEZNo%h(qVvraNGo111J~*I(GO z`>RIo^oTmJ>Cj$xRJi-onYU`#n^y~}V{YMA?VK6L_mw9z?q0TY0gVVN1r^uuRcI}_ z8(sp90K@KldR`e^0l(e4v~5_~dykRwPXwGLAng zu)q|l#bp9YO3Q2FKVf-0dQUXmL9TUlNo8d3ud)Dk{OQxE#4c^JcR_@4m3YhYF6J2! z(sJUi?yD!#nw`0jQvK)&0(f1~p_|+JV#l|Qcif7%_l;@=xA$K14-1{BrFuNGU0bTG zw%;~nHjOFaVevqiZd3^hdLZK94~&%JncFY>X(2ya2_w*iV_7pIC4<^nQ-4@dR#5BY zL{4)&6_dFhxIAu%LjOi76;U_^=<*ToL`K~yPnK*JwN`x>kf-? z&ME`uyo{F-TX!!9TLm#I z^Om7|e4WXjw9z*X;%YD{(9}hue6_#ns?BwOvg0NNrw@CrriKLCfZil}86e57GX%%Y(F-H^m?1%bh%^CZ41p8>ZbFX6cXp5#2EeV`D|ht+Fk4n@pmXHsNTf{pGOtB<~hyxqxdM7B0pBHJN9CgJ8IM9uuSwA43ez6T0pYoN`n@0c5W zQYU!FP%OCt*Le1lzE>D?;gF90A!3Fmw@dd_;_Jd8<1^4jMQy; zK?)l%Jor~^uO#JbJ7s7~3nuoY*nA}fyW+mW?_Seggfa-cf!N(5fDkhVW z1MQTk+Eexdxa#q0Hf^d8)QW}vwt|=z9r;R}U2IC@8F1e6g)ud+O%UAoL*+Nnkh z#X+vaw%A~(HXIt2d^U)j4regNP9F*-StY}5hq&UvTq8HuJ9$z=kYlWwOz59Y@u5c* zwYf71I2I!ZmcOr*>d%uZ(hPBd=BD~&Uj=Vj_ay)>h^2doN=oU-?RsM_KvE1}2R z$F~DOlNvb|maa>_Q4kQc zuogT=3vY{gu#x!#)77cX8>`X$Tt$e zVc;#T8=<$!A%X!6o!TbXJP2^w)iQe!^siCytn>}G-On`H^(G@_CEKR&3sjwwG!FVt z%<1WEP&8*gZSnx8h61x#fvu!5iaxKZ&Z7Ry{x#rNmVjNBc(`;oRX52*K6Pb5((#XTuogSBm&0F@)Ew^1kc*eVWVa-0< z1w4zwQ3%=Jdc zDfPBVakQ)CgC4-ysv`s}9GYugIR)glLC$cJZic^ki~;mogu|W-u`n%_eRN;y;r{eo z2;my@=}WIX)e1gz*%%?Q#Z+RPfLNXiWzZZJG{~MGcr@q_4LcQlas0)l`P}PilMzrE z?avy`rTCtyR6vS+?qc@NM!L5F_E<_q`Wx|ivugxKi`r!-E9IDD7Ht?a)|F(gIQM4m z0So0wdD1K?t=X0zK?`WM3xh3&@9AD1$)5v!HVoX}N_=cPDRAGiGT~0tj+fZRSzSmx zPMt*}IVHj;ZMDWFdinyi8Xg?rK28!JIi&&rG`v|0kW=5>MxGTWH|bTT#>-cKY5|n^ zuDyK1n}N(lqnUa2^K60hs; z83>)LKS6cGIegi|nAJ01nXL6?V9u@JbV?M&ar*mGk50J11h{ZQhB&XVI=4vrG3fE! zdwaBvGu%wjYNMrL#V$yaGR;8UCs>Sp~x>1 zB+vNYmYUn>&PTpa(GjaWJbwciu{t|vb|bPP|~_2>2piGqSJp^$5#uq(vu*CB7@S}AXhcI`rXsw zF}(_d52QtnD_2XGM+P(8*0U}4WqnRp8wJ>T27kLKRz5;mgM=D%8P^*K z?#ozUa!TI+Z)p%^%WUs4wEoIbznjsqa&)VXdO^7$I!lJFfFT_{T2dSI>p{!{XPHz~ zQhV1#6Q>(j0j7`bdc_HP73JgnUZJ}V~sW@qs7xxjt>KI<*$ z)25m+0H-6d1Za3xkh``X)$y~Ag@p=CRcR}?)O&YUlv#siT#x~A7eTnZ<>t_4>wgr$ ztPt#{`S~&cmD@D+wzs=6l@7q`BVFwm4>*8Z~wnP5L7gAUtcdH94wU z_v}}i&7GFi%Nv}-7MNYrw+i$vytOjrqj?&ln7+Hf5~2RTiZ1KXGwqZ(tsxJOJ$uYy z@uT{snF>dIJ`7pEUJKUXN756Sd_-trtjUzBgI8umL_7h-R3%tc18j$IcC|X*cs~ttAht$cLr3h$k7?^%=%!+M%>Lf zXj8yQL0g*yQixdoIIW+*1;k44z98s5YmLYo*P8(~_LP2SwH>sAH>hJ37 z9-`k|s;>T+3YM_L8Akhn}%q*>&rkvU3nan%|ab2$NEnf ziURy>C&89U`*$$*&{qo40Ew3g2;&lzzExhgnP~c;Q?P~s8y*xtSt!^^ac@ZZHpba+ zw-&(PedwjS9TdUJ^VogQ3!UCJi2r?w?%zoF{|TT%O!*1^T<_}}>h%+lmh@X@hdRis z({tqB`({e4aGT1;>YJ}O*9%%f1xiHJTh{fvSeM&BaZujLxkd(yD0tj?dIa6bN(ig$qW`PSSF=TUQqgdrk?{A5Qj+(oQj-g#ti;apiR z?szhX@ZJlfhHuNajoz(RH>V$u&VI)`eFa3zzq2&ktYkuShQ_&P7VH^q@}*KdZ(_p< z_`+=jjW*`UNO4GBKWwi=EO+~@Y50+xM+&m)4|?fXE)nm9!TK6DmWLf{rP+69ABk7X zii8o2&TQ}!);LO|$b+l}C-zs!#STC2L*!Yfn7Qwi{+NnQb>b-|l*XLWE}->fs(J! z?r=~L9Z;P=gmbs-dmnzhdczw)mu$JZm<|7SD&QWsEaqFc7{A0fekkJ<-;;`uI zUWR>pJu}?+DR2z2WivDIVh}bi`-EcF_OL5HN4ZSFurf&SH21$`LEARQ;&65D^`c}N z^$wV)MrGfZ;xLGTCm7piUGY8A!v4>f$ zk9-_s9i!h;pLX?k)eG-;HVV9WFzY)ycPv$?w|;J3t8}JMiX@5CxK9dfpt?u;Lx*Sk`^=DI0UR%@rZ5$dHE@SuFLHM0sOtT0DgB)ejm z`Y}%{k1WJ)r_=J6%a;kh@OK9pUG?>{^=IJ#Cjc-V5xJ*cJpQHhr?LF4T}CGfd$dMp zAB%@>xX!4!xe1hsZ*#eEA$Ho=$lhX{M62;8uH6I%=D0rPBXDmrS-~~yPNAbS9lq{E)`5a&>0vw>9<}(j{f%7iJcAs?ER{jCVKEUpl6sD#Z;a3Qt zi|FXTui1p%WfE9}Mkbm-G>wuZBJ-+Z?MJeE^SFX4!g^C2%@Up^B>l9yyU(WYL%n(S zqtrtd+S+_C>wZ_&M0rft#xgYDiwYx)Do2&~IXzH`%udT26FYYNxq4b{%NcE;^Yw~p zwr=$5mFEkE=dSYGh|b0$wr71qoFPnM>b{c1p;Ct?&N#~Z{Qm59W;cjhKMV#M29uF- zG9k~K6b{Wg69p#(4|F{??cPHm=47#1bl4honbNxWN{w{VZk!mGcl`UymQyu0tC{qg zD5jN9KcaMKBTuQqaAuM4Lv^R`%@q_$Dh=RA(fI@M1jk>kw?y_E^4X{90?uQFj&4(sy zazbOVf@hzvH}25A&i-ZZvrjeKB#nc7uY_EKY1__rBE55#Ub}EH2#dN3Ifhg>tCGJr z2;v?&=)= z4F>WSRIayc$%_hTDX(c2MMwwIJtja!GgtS9#B-$NXO*MEc=G?J`1^mKZ~i}jCN2jI zY(1}soA;hL{iDcw)a=*1911=PU-|()r~gMWR*4O`L6rIbXfNMv_j~@U8q5R-e#M0} zI1GNK)d2ZNkz;GhVY>4F63m{JVFGBRI{&Nl{(pM!{~s@Uc$*xct~2A0 zsbmz5*WHE~;XR6UYHAu*T9xH1i%pB9ug%M`bqO73WjLpHWk*ruZ3{K0+~~4hO*X}Y zi%q6~6itX~!?OcmW4I-jN928E`T`$)y(xe7$xqam^5Z$%%|EZ;{#|+U2WGB(p(DD^ z1z8kV{?dXhv(evVEiv|`DU?}e)M@Qz z6cy|FpZy}tIMu*W&rIoL3J>d8M2g9(F`s087VTxr9ugKPE4!0AkDGmM5%=Auv1ivr zyI_cY=Egcn!D|zH%e>fDmHnBmXfQ#gVd7lnoh^9gxc8Q6lK%xO&24)ew(GBzkM+U48WI zdrCo-+80nZoXjdIFOU=F>tTeFuj2tJ%0lpZbRF=hEXXU{S(zI(om@3k{2V3c=qK?8 z#o0p6M-Z+Mfk9V&5@5ZLa%;Cs-C8kOpExm1oyMs5K}%oMqZYlAbz+W=tdne|TEKiH z*@6tSSCEGKI&p|*kd~6;(2MRVU*Rh{aO82)=|Ld4++-=D@}^b&x9{(QO2Y8}2Vwse z)a3hyZKEhZMM1%abWl)Gs`O55^b&f9i1gk&B#HupK%`5JNG~BEy-V-Cgx)&@2qgqa z;`jW&ch=fivu56n48tbFlX?6cPic%^)=pY5iI@w7eaM<7#^SoYXA$r{@cA!y7v00syib0;e1l$ zAecN``Sg@_t53U--|&#=qMMVot20(v41c7)K3fnnCC7k0hUXWSjw_5h6F@c`pP{a+ zuB#3ej`nv$%fje8v{0{KDnB{v;u&pU(UsjQ7MyHo`g;si?dt8wW$hK!&T}lxl3rXt z8O{}Yzjd0Q*)j${hb6vxIc$H-I9OjcA6)E?jdNyU;{ElF=q@=jqxUIlg}A}s`-R&w;{AxWI?z2oLnV65 zC3Y-!nA^68B#w9KQf4qfryHd0F+QvJDq%~+AdG?9XJ_V(2gT6+K!bSv(n@_@{CUtR zv;Iio$hY2Z1wS2&WIJge{sSqSv@ptN5*mVd^t)Ao8|ryx!Ub(>^s>dbSJ-7s#ENQ| zy+Kts!|UJng3)|*tdle1qWCIHBUiPtRzW{{{G+>d(v5Uoe}kRe(0 zEcb;$U_dXmpKH-Mj&=uEjbf0&^!6SiP)(+x9JTr(c2kZfp>_ux9EUHLL*x=i`M|^5 z9~UV5N&=u};1IjghBe>zm(7oY-ZYNW1IWP>=Vu&5C%!&J0W+JsX|xUWi$;zut;GJ{ zQTdx8ZJ+;de39A67uWJ*UtfTmUhbUcbdrf2zl5V7{UbX`bz}uG{$Pwcs>V-eQ@^3e z^=5s5KUqcnNBcN6XY4(VpjuD|(Vr0Qk>fJFr&%{IeOBV26)JC^gHF+kH(>=@h-`C# zo+SaBF(t^>q?!6aKz44Pwn7sl_YfN~m{)kmGgGGc^F|qND-z$V*K>};s8hb4zpYK} zC$rh;r0^y@v+|H`qkI%hE71(d++WvNn9Kg*@wVnT8CJ>n&2QV1_Mj^bH0UJJ<11Fd zH)+MBkn;|p&vPE6s+~nzVigLRsAD{~*4RanLhkI^1Kb|?RsCUB2ZfA5Jf#cQR!?IO z!CC$=nZSBn$=sFlQyqelCw%<0R9|2=zU@5q(Ror0AIrKUqC!LL@ufE{Vr6)?yB*5) zk4&-Ac0A8AdQ6}faUMQC-sG;+w)$~yJ-{_+iIZ`}IIb)h7Ed0Ag?DV%Sn z#K@er{9k9>{a4a(`A zi;-AbJ1c1g=<)fP%v8-6fKa`B#ZxQ^PP6sye<4#03#8?1^F04{ciKzV1C(e3cHHPa z5$H`1L?8nn`N3J#7k4hRlk$w-8XI>r`MMS;uG;f+@K$4<4k{ySJRJdoSHWvaK3K zu8pmyI0daF{3s>(?4(|1{ zKNb}H>}OQveI}uXpVZfYX^cAYLiNhTQBG>KnR8c;9vkIpe;%OLdAC$qk*y8LH$I5% zLB5jU`i2k?%K$U_JNxlWj551+!z0fj%uoTxMefFhEk``0m&8{Rzu05lbYr;%P0~6y(YZ)b zCi1JGm~At8>}D96)Lk(Q&v`bL24g;@W3?4MV{0b#&6>J4=Mwwf_3!`ve(1a<`aAZq zh~-bIt)tD%KjehnbnSItX3PBJ!t7*3Q@Stm;eAID9laXu$X|~m#XU{rZsL7Q32Nw% z<3XTYhy!~3m0sj5`?~GKsn&tgqnmR-CySStuI~YL=GxN*8nvcL*SsgZ`lAd?2vaZC zt?SM6#1x?M{5`ei8zayfjxGR}HgjTZSNuJPwHDjQtaRJgF40S%8!a{n3c}4%j`E}C zaO>Qz?7Q5YI~(WrG=qcAjC=>~6aVWC>zth6fa}qaSB{H3VwcGssz6{>RjeImGkgE} zI9vf%j|khnI$4J8H!LrGVwCZLGK}n>60^4uHdhhgV#zIp3(x3E#VsJ{@lir>j`gh3 zl78Q90x3z5w{vPNC(c$d)3bmWV=c8b_`ZOD4ktKt{z(t!mb5lh*mQ!5>IbXFSHL~B z^*akW4U;#W^o-8rdO#0#U0kQ0)+;V7Emi<6SmssH*~ayAQI%(sbXBUgi&OHc8VoAS zSCNE0{1y}^C)ivOofFkA%rC{f*^Hg={^<;xlEaa7R*^zuuy!bnW1o_;*LTj@|{Z zj=sxR)EA^x%Mn<#cN{*myS@BEtl)X9-)uHzRTqA4HOS|F@`M1#H}Cs}05*B;{fkb@ zo`Wg~zY~&3CTN{w4@HpLyZ^7a2+&Qz9FDa7S!+_f{CE*hgul zK=r4@H5yH6Xw@3vv>nBTr(~V*+c?3+bVjgawLF8in%EnE{nul|JnO!-UQ(I_z8GzG z@t+mmL+83pc8cd{{2co#&e<|?;N2g0qBb7j_8NoN!#wETN3;50L`MHSEh@Xl^C_Rn z<0iGlB@~w7(BWf3s5LA8(hXYoG;JJgD9cblbC0Zm?ARWru{>ar6PrdWK7TXxD1h{_ z(aS&{`>q3V6o+qK)tvhsb)iM10E8lSn+&wTIeyQg@K{GF#3@$y;FHDS+$>7zT2Vz5 z*U`E=A|T1dV)s5F1tea3XegBs%}89qqvZ?vk5rwzWqHyj;~lK5%janOH5YI4W(Q`@ zTScAc#fR=;PP4+$AC_|OhO#tgCiXdqe%6G|6j(bCVldirBQwLx(i0xytfYkN3@udq zASp!`iC=}}V`*OoZ^ZA+ez8wJGF2F0WqADhP4|<{763VDftpjeTHeP6G?ltm${Ifp z?3Z_~pJtd1d?m?xb`fIYb~qS7@fRLlK@gbIUfjt^Q>=CBzX#ei1U6>>$g~V6zdLN7 zoZR864xQR2I^!3vpnmadd|#6SK30e4DBZfBO}ex=SZGc>vHey$ySj(Z___YTV+p>N z8s93uS88`}!KAOkxGya`1>7gE*Hr2JUZnbpQ00MY;C^%7GsM%=@$r#<$wi@7T+q~u zMWx&{knkOr{ALMJmQN3PBl{#c<|AWyQ}4Xs!axhiG!I0EuS%#S6w!u%$CPToOC zvdHs+$djEbfP&;yEq)0*EAp+i^Fjc!);C(itcgR-MOzFyln9$A0+kIZic#)z#a0{NW~h@Wp88(H&x z&U}=kv2$kA>PLPnBetzDf#rAI%pQtJT@K&E9cx2yiGlKdmF;x>QfN-{N=$M7G%8u7 zKIlhlMfvpG)fQot$Um~Bo+u=9Z28-$S8rI}pvJCXF^l)Y!S-wD%7##R-nXXwhy6$> zV5evn8Y6(QFyl!PY44gp4Jn9zomQ893a7J9UU|s|4HlZFdM$@Q=I3K+I&Hztw?!B|nu%aPdfs&C-28*S{pms;Nf3+x25lxq>)ft@PjF*F9@} zG6m7Q93K-4?r+yoRpg^qRK&_}hO#TW@758It03cT zIj*3`cz3K}e_@a$mNq6CK(b2j_&QmJsU7`#@3 z-UWt8aBQpldzb0Glorla(VV|(S#ia@b1mqmzf!3w7u_eZ;luOsakTTh$e5}N>tBA~ zHAh{}jnyl^jEEbb4TmjNo^6G%$4Fzgv&r3`p|$`HT4|sNzah96k(FtFdY9=oT{X81 z@Zyj`eQA=A^ucNdMty}=>hPMZZb`sWkeRdj%YtvBC_ev`y zS-N;w~P1-e&QjC%#5yJt3C!ZdMA(dqs(Dh5b)Y(1=)rU|NerD`t0eg!-RIIGxhY z@iq%hDfSN2+;)Mdt>8hcOJ4%i0zltIQYz=Z8>M{Y?PpgCXY)=#96Lx)I5O34noD`A zt^zD9(#t8*WRU}%LE}HNeq}1|tr5MwZw9(!HHu+fG!(hMqrVg7-s7ZRmKqk|WZ~^p zG#xEpX1hMiJvV#XyY?E4{agpaE>|6y5#x7i#!Y$zpFI$9k-a4W>T9mW3#@UDiqeKo ze_>$wZ>`Bs0HeMlf0W-9tkbJmUH_Txhh-jm54dwBHy5)9%Y$P3Q{G~A%)>KAQ|*6H zh8~2ZVh{YE4Xije5i?LORp4*4&~WO_aQzHRfF%S*ZKR$^p51tN4xefU2$LZWcy}3j z>>z4gi+yL*LU<-k2Hr#R)^$+U)sW7Zai-IGc#9u(v=$##!(U468hsMj=f<}=!}DHPlDE)$z^MsHjo2V(_qL~9n+*- zg4EH|_LFO0ELd=a)L+dRoH?{kiH}r{_wo$Hc3CqNA|JZBdAqN@r?@y{T2g^ zKx-K$Iu91rdWowFa#c&DSp+j|h4$zXuKHMfPLzE8iB8WMDEtidqjHI1S5uzt(z*@T z>a>ML{pxS(5xY#U-5vd|xf{$zRarfHZlm=BtTKKy?kv9|-uQ(DY^(OyyuxF@6A^)s;()5UPypW*w8ex`Di_*nJtCARPym zp1G+AED7dogcdOV40Fsu2O5sQ#)BXhd3J)LlM`B%LH8T@x;0*K{lwknSY@6a(0Rl7 zjrR2u@}$=DLXOGR(dQ;9Il6k1(lNq&XQ;bh)=KnK#}qBdRU0uU%or_%%b8gA>JBPj zc*!(wz>i_)^wG1FXq5;agpys&7=BK-rlNwa{%2JD&V1@6PutWzeBkTqifZT4w%P^a z+B`ahG;mPQ^%Z%5`ek>(pWyGb}eXuR{mL^*oA5ty;^v6R_wN51xBM;LP*vka)JJ3t z%@tRy`P(V;7I-d93&8@iU7{q7LjP+xTKeww-ONP2{%x)mB$XW&!BkXsMvKn}_S#Iq zx8gk>j+1Mw$I^wrCp|f0sdINbWw9whzcVJbxzuQvwU4&|OV7l?q%>+`~5TWkWqM7Etnj^_~p39*s8`YNNc0bZ80Rfuoxz+5B3?>fP+d`V-x6{NWOIsg3tWOE0;%>(Ly@|ryHIf&C=d3&sUO8fmzml5G= zq1l7jb8c;ME_XJmNWFg0rX4NnV>dI;Kr>rzE)hSH>GpkVa;%cqzz1 z$D_rM+ZNZl7!iro8&y%8M!~_&RZB*5iWW{~Z4KIjpCiv6>4|P#uqv=OEu}n*Rwt*3 z^t$hVTvS7r{&2@&IJ`8nWo8oSq}xdAoRs=cMnO3SijD8#7ovJM!iEHd>>rB^-2`+t zW}NZQk!K~&Ud0^jE4uEV56xBAfL*ua?2RkGFPal{+A(ONdUT^TM~(Tu;Bh)9*u)#qA3S0+RwFW-5}j$muV>q3xMq)`e_HonQ=7cyic`CS+ z8_1Kb)Fhw$0^P<|bB+;T$&g-^%jJwK-(y_Ils^S{$euSr5!1Gr0W@RH@5H>VBk~of zFQtnyn^*UfHYTt~2}RYvt6DC6g%5&E^MYrVExBYUHvu+|z^uppqcNbZEzH+(`Hd=A zD81;(N1wnr_fzsEc=}RDz*L1y#V%uLN3?MA@nm&Z=3f9!kj=%}aD-h3KGQ01;Ym^b@_;ASnJY!Cp>ttIxCFhXTK@8GT!(LPl_{ny&zjrFTkbmcdh?45Mo zKE=5YWg&B5UJCZi8##V2A?R2i~q zc{&*I$Zl3#hPm%gqK5p)0%W`P^DLozS9D{ zGWN_UQ#RAY8AGNs>tHIm&)3YWakBNcpN+K5OSD{LTjcTzluIjAi9O-ZSkEf$<2{2I zT*1kd)#I(*0qxlI_#Mp)r?|JsxPf-N?q8yyc7gB4(BgtYW?_Z?J9%HL*r+wo<4)MzBy$Z1$vOv`%` zb2vxa=D1YpjQAvD?Vk@kYA5QJ!mZrDhK!V%J)J-(-y)*JrLL{2I6a0wG7#&w+{v$+`kbMXNaU z1m17i_UEeUql8BRO--`kY!TNv#=FKO6LmJV#`@Y=sD2uHyAIS>Llb$(8^jd6>iR7p zWZRfJQ|*`1+s411<#bE=9>F|YuJ-^hvdrzH+0o?IMW(>LGkWEmXbZK=gN+uI3){6r zjOrTAthB)i;a!2SahKJJ~GfccoVw<`@lXuTYcEO#j0YaSy}~%%C2D1_`6`0SN_d>HbejLi#Rw z0s!i)F`3>lP3P8LHPB&$dO-$5b&vuSKrWlk-ogK_?>!FE%@>>|Y;XMjk+s>h>%}Q) zrE*?We>ve|X(~>pUb5Q~EN4ck8It|sf{1RZ(AyYF}vX00MtJAO2%=CrBVKFX}m3O zYz2+bsyxpf@(IMYuwG@$?Hwsi&1y%Em+N(0zANVC%aGadj-|U^RaK+w6&0V|uJcL^ zZy5Ez`g8uc*@jjY^SJvqFmm`1)4i5vy5Hj=dDDGp107?ts*PUylbpM3Z>Fi;A&(4z zevj7hER`vK%L2Id#+AF2GY|vCQw0Vrb zQgtdi$HuYBhs@6|a_PA<>iZIcdm5Y8X` zdva~zAxz7BX=RCV8Xq@mQ&}74H*F;(w(JNbl-^D+^chx`FHT6YMEXLs>-ZHzOU zX6lVYRzg>BnPXD5!R@PwjF@`AUOrAJyqmp+<1`4tksOUT=pFG8HU4_zlTOO3f5ArO~0i6U{2i< zA$vLU-pa{4?{mBXQqRdbb@eSR$A57SR{J+?;WBz`Awg2dwnX+f)uIPL&KGGK-nw*4 ztT2$XDmbYq~;`QjqI(Np_R3NXMIH4u)pRaY7*fNWJ2ES_i1G2uW z>&J$xK8jx7e;PBa7o%Xa{fl}1k|;feu`$PMOr7h*oSgrd@9^b~tsbL6daM>mm2JEc z2zU_gHF~)YbIG^|Pa+M+z$WT)z;oH}*~D?72ypVNCaC%?0a^nR=WIgWIdH%;8PY9%v>~Az*AvCibq@RveYNK6G&c*D?!tK&f9-acO7+fiA{|(E9f{Lz$a%jd~^2R!;_CR zJCKBbWK=Lmbpb$MmY7)){5<2V{y%mPHGW0y{Aw8Gnfk--$G)Q+06u3RdL-v_Eo$6u z^`%~;=yvq-kHlr8#B=Kz+`P5~suC-@Gc3LV1^ z!V(?Y7imaMk}zioixKJ)BV_7**9nF%y10Py8Vw-!g?mup`PClYT= z?_@CpZelrL77Y*cYf%1xHip98n%c6Tf@0Lo%YZ*ISL6ZruG~Yjj9IE?7<6YSZ+!9TrPEG}^JFIk|c$-BRy<-D(8%yRTt=2aE=Nqf68kaVm+ijWT&-Ghm zVaqFQVbzyg`%5dxHy>H8GwTZxwviej?C6ETc5uoP+X{po_%}HPaRGT8ihbq6dFOer z43*hKuCjhbKyl9FAhxAw#=mBJEUn@NF>HPvCt2V8Ek-HZpemVe27MaVD$ zs&!Lm^iKQBNxQon9q#gsN&fVwWRyf&Vi;&S&4=waUrCTXmVHrrFhKL!c;#DhzVcm0 zjn1Ze8t5$S2nZccYxLv1N3yWPF??%joxWP(<>fzI9#bkPvYm{a%hm^M?O+~^tr<0o zC%X)~OU`@tLuP}kfxZ$}KkSTJ@y`ho%$ArDJgh^rZ z^7D@IvL0f8Bg1pFfiYIsax8z51AGu# z;=lARQ~O0f`_A4~*BsFyda-hhP`;sie&En~`aPiAXQ8P$b83tD~hnzDMQS;N*^{P|wCQetTPID88GmrC}qe zRUHk%y+y`fC}~!RL9wT_uB~j$r%P}WMcks~V-}xDIlZAN&uwVs5?=e#H(Z9Ja8FLe z&m}+5=ssV?)%Op&*i6i!nOB9eO0o>;`S|5F)C^(qJb7XxsmR11!Mq2mH0y{TGUxt*_4n|sD7+VByj4pWf_(?L4;c3wkhZH_b;G&tDzQHfzqJ~+DKZ-Nl0TVL-f>d4zDJ&aZI&&4R}yuKa7lY>`XZGioU zUmezLh^lJzH~8DD`G$cYY`Q6tb2CqC)3hW-UfBo%m?7H+M&{(NRCcG#HRk`3m0k;9 znQAryq|pexT99QR?8GS+%L=QPppB8t!5o_6gPz$d_e!UX{r+{prJpSU1k75762!nG zXrr=$<;`?I_AfCYBt!3x8d-Grj?&W0+-^4Hf0l@@A9tCxGP)6M>FpFv;`ERHKF&mj z4d;qni+PEw#`tf>I9N+&5WfA97T`MT3_Shu?2T@z zl8g(>?L$*k>oBF_GVIz;eZX1GS2}LF6IPAj3nWqF?0vA}VAoh+u;WmNuJd+Klf#fV zbL@?&n#XWkZ{C5j%JBW815j`piX?T{GIzJT($<%mW))~=K`AC1JxlHCgC59;iE#`k z{@7Sl*n$6IAv%sX-Z)aU(yW>?mYASP--z~`-c4As*+5w?_Lcp?1r53u_SqTpXCW8- z-FVXs@AVmMd~kf%*+PanAl&f!qsT1&7%MaSNK-74p)2?TWgHj`YE6<{pe(u*B7veJ z{(?CW1>TLjdR;Nd4^G5Z`n@~O;$VR>uC%QR(mE>c?i{4-t7J&L9h38&6z!?(aPCgr z6*h;hx<(}Xit{F+HoBUyQw8|!j$_EcU-3nm6GPsdNaFQUcJO#!R z7BPtqF|MVHN|%gYlM*j}-@a)m2x&pj5nc$wsDja3U(SQMUpE`F@rb?dZplCU{r1-U zLd+W!qqgf?qql*sFT)H%8Ft3v_vIW*F>{_5`Z<~`?QYtFT@EjK2dsTcS2f%~#*z_s zxn&AsrHj%(-0X2l2mA&M95R+sk#X|USp4Uhs!>0ab~&pSp+85rSQB!2*!{t8@S=Ih zRt=(@wm-^y?AI~xgclA)f0PtC6=(+Y=^u%i+%^VB=U2)D+mM92zfMI5a!d0@r}t{C zCVmV}9Y2nqq4w{z*=c64nrL2cHMv5z(&jv*+RMy5`!&b|c{qHFxH&_yXRI&xyeb3w zakM5Vh9`}DbLTiUN${BHkj+T}xjXO6wI0hPcV=Zk>(bGmzQ)o`>n?gb3zDR08aP?> z$@^jJX6Mq_A6GByI-OeI0*rS*{JFFb2|MWYHjwVC(K^*JgSy6X)Zrusa`A8 ziK+ThupP|}PfWX7Bj+<4+=$DWs}8f=>7M!{Dy_cM*t`2m>>Tx0Sg?=@sfM_Qj{{Rf zN}!gUXqty*+n(uA(KCuRRAj8_VEQ5#z-!RKj2&YW8d>Q?ZBR~&gY7qAp&&Xth-J!WA$~Wob|?! z90cfAD6@!8)cB&yF#b+l)HHysuXj>m+DL@oQbLdaWJ(nLlUOhWi|v`l1G1 z@h@61!1i^eVX_abNN|@hkFs1CL)w;_UD5GbIv8S=hJWqZ{zKjCKE;6rIRUQ4z z4o2%wb*b0UBM1s8Q};5G&n8jpu$0W69uBZ}a411M+lmF!@z0`CT6Vc9ih*euJT7`T z8x(opm-UnF1}b{hv~y{<>;lMo>{;UjQFbKxl#<21{}ZpBc+ObOQ1wg+(3T-8d)vvCwEox;Z8cW`}}gSJLDl-wD1^Gz1}rp+xlo= zs%UH`FU96s%nff46$-N-1aUZV7R(X1mu4 z&|fET=6?>f2VnO}?vTQ_dM{Ug%|+XL$wN*}vgFe+uSV z1LFlKLcEBM?NBOgg6e}^EmP&(p*}hLZ0p4o(Eh#?tkL1H%{3}H^Rb??xQN-eXXsDB z$gT%-*n>rg8`FH{GfJsUa_k>$XEF=B53S|9h)e}Nut^EZ#bnbGIo4BO{!rso8{Zp| z`}x1;;(s5WdSb?HNTit6O%R6{fhV-|5a**0UsZ3+HR(5;<5eWj^;`pe5qS513eyks zg+OQ-OPX<9F+req`2ab4k*grV4x5^ zfrN;BFC@7B?yU-Hsp=j%L62pEjk%+h#TcAS@@6g*uRy!~D_1X5(l(#fnES2P4$mI0 zw&23s5RYaft_c}S#ip-jjRz?bBYvxMy%?YYRD=j78I$Kglt~mhxGCE4-?hxd6JSu* z0*Sa?$=M6&Y&5(SGxo-qpIuR@Uk%@XbuI1O!gFuX&u}d76-KiuoG zmv-D}dONd<7Ksx(up*1ysYOqauE`mMnvDK(@%(bG4z)B|^cBi4Ke|o=&b1Te1cUgq z|31ld?U?#@PR^__W%MIblsN0>OqPVTCcf}+^R3SlN5DU4O2t>ln$Eu-WSMqz8c>3{ zHkZ*2;RP#^+QE#3fwDalHY?IVjiu_5M$#VFfRjZJM}7~_5Xc3>s*Lp0SA8{vE!k$` z`s6v*0JP?lFqX?^qHhWP*7y3-0p2Hynpk3GcgjE*oC*ATxa*iK5a-vUjv2hn+%R1H zu3CPK>L42~eDPNAt>s3k_HKJ-;vD|FQthM*ZFQyJGIQ_&Vah3!E*a2b5BA7@I!BGH z{j@;W&$KFhop>Bx3u_hQBOn7i%v!wZNTCoEq+)liU92gl6%q#+u)yl<>Y$F2dcx8+X2tf!9;eo*I3PYio(c{`3xVyhxT2zq#~zwr0V! zQBoEb?YPil-HM<#NxW)aqg{ovuwku5^|X59?g<~VqwApqT9)lUf_XMx9WKev3Z6r4 zz=TIj8^lmKuFUMK2U_FARFePob%RrBU~?d+zEtMhG4DH?!S2@Z?}#BcL#M|1Y?-@kC&NtP%Ppx9yiSQDKHG`_Fj@i{B4*>9=4C3mjvxb!Dd z%Y@a-wLx;2!6Dk!njO_AmX2xCmL0%F`SmB*v!1Zjx9^Hzj`6jWvcOsskw=*jqIl2<@$#!1B2Z%zKKICg*s<9*| z&%#8W3WTTrmn0=4WZL^Z;t{j$uk(T=wp8EkU``5QoUW<3qviPNMbZv!y9=8}7^;g0p>CHnbq2cYm>VwrFdP1<2=b1W{eiwVvX>)CemG`HbS%Wv);UoO`~Q6VpXuf92s zuGKHFipYkg)j+E(Zbh*Mx)0y{Z689D7G?=pXeKgdcI53eYeV(L+D<`&7$aZz5bDv- zQ4dq6Qf=aWpM;`vJbI~U^fDZ*nRbAFLDd;;5!#1+$H$slc zwu6f%2g4TT+=neLCyn0d3@I#1EZ;XTO1A88V0zv!Brwn)-*doY`5K!s75>b<_p0ai z#%+**ard5ZSQi;R#aLFl;I6M{D@&)u#6I1AfDK~R#7slf&O`>02arZ1|H>jqIvkE%Q`AMW2+b)7!%803i%h2LJ3 zyn0;B=++$D2MX;*y_*~HpDd7YsFpF+xIccLT_kfe@Oc zlfMOa4WTWhC}Se9a|(I#kE~AsO8<{+-rygZ2D%E*^nZ6zBkmuiYR?m_i9q6beVYWt zf@f5)AW~wkUvOYJ<{#NVGA>0dnAB$w@sI2j$p;m8D2qpPedVJMo! zLd-f<>JV16E#ZbsjVZL-HZN(JH;ovq)U+-|8PtnzG-uiRKhMmy`x~KEoeno9vJzuK z%fE1-dmm~>gA91Z0`jgadZ#N&o}YqpeWmS2*N3UJ1w9r7+R=pJqRSC^F@~g7+Bkqz z5cZC|_0grGgl(jhHg&=uq1N+eTUk1Sz4*tS@r3p48$PWmmS#h4(g8JNzv|eJ#bWFx zmp{CT2-AfJF!VQXO1f^G=EbM36@PP8LIlRU?c2>(a~XM=0jMB#ENJ=hu(0NcZe>tq z^;bgwLCcD{x@^Pifhc61@_(;dQONs|%#mwy&j?KA*a2-*;}V~MOt~X^BXAbmR1@!G zCv+X;5O`-Iq*g+ur&^2U%D0Kq0Zu`u27Kv4mupQ_tkgH`_A*%-kGgVjzCU{Z!{S_5 zS%0C$*8~_1@jU8|#WVjo61ZuG2wvBl91<<)1C>F(br%>7JJmRcK`;K@fW&6_hjRn% z?*9Y}KkhrWlU@)!5uHM^NvUJT)1O1OHvAi)*UO>oL57W3%-_59Jffgy9KTp1&P0d0 z@+~fWikI&oelBme$PM{L>K!WH%?W5m5q>DJSSfrPO8a>r+e3lKH69na@K$YgrR)_J zzxH|~jUbphc2x5fC1X&mc%#Ha!ZMs~;nH9dR&l;x#rm^+(Y!6UzTCQtXPsMDYtHkx zc>KsJ$aZ+fTwUXUsd)QbXgQQ4l=e*F^GXBghGCA_D3AK5IxRvG4q?rj3G@I)4r0TW z61>k#8`{mO)tRZjM^`Mo>LKlWche75BH0?BYcKALA7~v7hZy@m-qX4RiEhQ$FYb2{pTGgW}fYtK5JzLRI9ExZtFFJ$C@g%$7KF43Apg2 zO*P6e(DWm6IT&7Fq;<7W2W_}690#uDa<#cm4-))K`Ljy=lTt;T5xj2atnH)0d)pa2 zD@{#<)0xMzJ^4Hg+rfk0<-a0m_1+dmkx5;HK;qY3Ri+cSTZRd6ooh+bS1Jv_t5+!V z^U5BGa_8R8WpJfWwa;D^N7RRF1{Iy0c0)XS!@rKnry_L*IR%H0My?+#UaY1s>LKGz z=as5)u^|JPuEYE)1GINB+pV3u1rB3;O^ucwUEP~76y9I}1W<+2fWgU^&)#O(Ik#(? zGT+{PPISexLKS)dUm_`vTl;fl6rty8E;6{f5woFZaAC!x6A>}TME?omKeBv0`dhEC zicw0hk935reQuf3Qv+8WxUsk^uh@a!O7JZlirkH{quXALbQQ~9koQNi0*SjL6xYOAhKjnm>^sfGoG=Bs4;F1-h&(zfM^}5^k9ehucvVNt@-WBDV+x* z4%1G~95*YGAN)prs>h?&GtYVm{8P|z2b}gzqcyIN@jcy^W?yMG?`AO_ejxIEPu<#> zq|%bQ2p$@*jX{JeGe<@>`HEdTm&?nliB(fccQ(J>&6#h1=bcC4?3)!h=<`{QN6!k# z-Ze~d72K|0Ujq@=8+ns@FPl%q%m{QXPIhlS;A%^~?tPM^rSq<=L0GpI9^H$mM7P24 z`k;Hy91VwY8pUa83j4nhDWGL8_5^sr3c-849XtswI7xl+JLmG#|4?-Qw@;2pr6#$1 zca=E3=<`R{$e#&Mxb#{>8d~MNfEi1^E*K%q>!`hl z(Q(7LYe!Gij+-6QuF0>qf;u&OT|>M1GTkFb<9O4lmyqvAUpm34{d4=IQ-RAR=(EKj zVf5Il(3o-m@$h{Rk3dZ=D&LFk{wzLUF%mZrk(Ki1j^rhYy;&jd{tvfc;@%&;ELOvn z%pv4Kz)Q2^KP-BfH?bk4LmEj#N57GUeG*-lP5*?mRS#3_owLi)><{#Ns zWU&W=pK`^JWL~+)g!kro7RT^kxlmYi@{hk`Qm+5GY%y$A1uYex1r}!utu8b>&%L$% zBvB+TwrFJT$9!UpR<4q>Jb87f>+;(ks^3<$MqUnd6{cbz$V*rUI)=LZl>5oqs?`+*X?#E_ce)!>n^)_aMIq|7s#C2oG za0Lc=JvUMiP>U48I>jr<@;lPDccFA(b{hc%JmfTA3*qFK|V44vEh$ytlk>&S;#smhRNYtxi9WkB{S z2TT|tX7ME^nKOBDz~}hE*dS#9wH}W{fo4ONWu@uO@(WqrjI~rd0n~A6b<qHX_9luTd9vzZHH z|C7BWqbs*e6r>ir6=llwMXhu6E?=BWvb)izZv0lH(asAdEvHw)`bw@SczVYz9*^jC zmFLwaD?&Q2MFRmX+-D-`XZ`rRCuxB6J{u(blR1m9LNmtj_v){mMgjnBpZsyxDklz94PO=Wxce`|2SnR72I|6;uCrWgrG}ub?`COjmuI)WZ zy_#;o72r6-F_!K84cqa8ZmRtRuXw2d(OdES%9*_yM~l+S(oE6m}@+soqHvFS(Jdu9i1Khenxf7 zc1ci~%CZ<1(m@ zFG;$WJ<>`a62(2)>--5+iPKtfw3`kB^qrm`adVAs_UWS>^hLKkg>y=GIeD``B+5su zGb$=2OU8f8^%z=mZ(L760YMrWTlVW7l?WH@E2p>{6LuP= z0e{t3=nVI4#r5Qh%Y2RS!E7OxDXa&+XIhsdEnm=-RZ6EzP##idtMR4wu0=}tDj%jV zhbDc2MR;Abr}3e~d&)`(!BnIa@8fZm3=U4F@29_bFT-6!Fx_Dy-V0yx!QWqjlApBd zq%J*6hdQ=nk=kE4XYIF+s(d-(&Wscb6qlB#a|+Er8}AhlI+lSr$x7s5vIHru)s6&5 z>oB6VT9ZWXBZnCV!aw~%M{pJYS!=X1#ej&6;hjNT(H#yR_LpxW7$+oHavR4B9|lJ4 zud=*6;YV?|Qx=2@np`-^t`#5mn-@6+o3+a2DH&IzbRi5D5D3a@vX=i@(njS4d!Z1f zV{i``Rb44pw3#1{g*PvXFHGwP+~xD0s`YaB#-ALT={`wF=w6(w*PZ` z0~fZAPp~I1;!SigMM-Q7t93gWRO{ab-3xq$A}G0n^1gd;1wSbl+fRy}pnV?dWkqe` z_?SCUDn7KWa+-St=xUFLzt9`*|7cDP|VG4zT)CeWrYp6Ym8Yj%<*F0I_a0R4ajORGdOkV(;6T&V+cHOT7_Z(y)HEV*lmlb8~BHDwG)K>5;4=sfuLe4#S`?I!_j(b*K~ zd&eqJqquT7Xw`+~{PWt7p0hoFE$nk2w13YOTQ%#&0y#r zq{K8#Uu3bUWUb?c{B3!CjWnxC3Vl^?RTqjXSG+T>bkL+G8fD~%XfdWQFFMfbqg0H8 z6uXbHQ2g5ObSSke8m3D-2(i1-b)kuE*zoQa2s!Lwb&yNl*7Mu?7P7Ymk06Uq3Myzg zg290j-Xmh%kK|LYA5RlZ+bsv-KdXTTXKI46Xku(AFS;nV?v?!d>EW;+!MQtTgx;le z+zT21nCH&Zfp_Tf@ufzNSBC>h0ZVh@VH06<4fT3o5fkQapG3uC(3 za$vKU(r2O7JCWmu&+icS6`4cT=9+emV#ZTQBR1xrk)N7D64q1F$vKOin@=y^#fJYQ zOr?acnIJuCRTH}>^Spm=9WyM$I+cl(MMMB3KZnQwdpMNbOnYs^KnKHBWeO>Yy9Cs! zk+TxyIm`2@r;}p_SGj`HkqMGDMh_>~lL^ueJFp0XVn?jsjYyT|biLNS>daBNFXk|f zaKCezj_AFbDe7dI3DQ3@^^RxJ`!RC@xId4p0EJk(GgXQ6lCvcA19M6BOI(m5`JF$!S_CJICX1=mVWJI6;-k_xi5sXd8`C;7T} zZP`3NJp5C@LbUZ1d^eG>)@MDG%v8%+?g^K(ti36W2C@TOyO zPXX+X8XjEuvSg3xJoPHOmV*3Q-{3^7>G<+B@;z7bjZr(Zl{m&l@$(@2ro*{webw_j z(l*|PjAK+;pG{j>vjDsum0>^=mJY)~N94ABAmk?x4i2V~yMVTUT~MN>>@?lWvcrLJ z47d<}7cZ?k?QkW(-T^Gi;g1x!xC@g*T&hF$;eE?@rMta1d4Ik$rrgl~4fH{pRi%5+ z!N7fYnhq|J>T4js|OWfyKV1pj+-?|zPl-HpgMb>C-n1ZMA_v;(5!Zz9>Z;QQVrg3&9AvSUftZ> zGWAuU@`9;1xC#@?&I2>FWhV;Z3EUAfRSzAcUR`_xEfL}c#&hu)XO8xxLFUESk>^}R zK_^X~ArrX;rHbA9ID0h~FLA|~EQ%^gd<8CTx{IK2G%SZ&kBvn>T_Az`m3YXLQ-HuS zgwz~nl7|oEZ3A^G7KNb$Y%Bp9TcmB zj*MTMYtvI{J+gySnMg5HoK#ZHeg;J{l_`12p(N=X^(yx-13F>MY&s3mG%o_NZ{2^& zh0Sxf1%V=4--$3dRyUh7HAj$>v8c~Vyf)jG4)I<}i?EH1%=XBNAk)uELY7u~T**Fj ze!v>?j1?(}tFN_*XC!9hyIzgNGIK9~aigA4Gb7iBsg3w*?`D<&5gQul*6MPcxEizN zx@8nrl%Jg)CNj_hr@<(I?OAohF{aK0< zB`pk&=%q81xR$819oAT+v-ai8SlYfL4&$f3v>h^_=68JrphLg}kiYHbuSJ$0@qI<# zrzB~cmsa1o2b`3#F`x>3{paGxkJ;lEgR}7sA}`BB8UMi)>^CC|N9;@B-mO@EAv;D6bFm0%qe9}IWU`Rh`pNAGGSLU zzolLiaiF7P#nr3#T)m=Y!zQm#KrU$`ZXnikKlA|Bso3Eh6?#8(#Ddjox2)32<^@td zm8AWsi7Ky=v*@TQC-HfB{Ew>PZ2Z#zOp`ZuyqlF1Ub!GK$AD=KwTca3dj*U%QLyAt zxXaukGD>2`6XO`~BK$zEIiu{_I0NQYk%FOGhwd}gQ6bMcz5~T#0P7ULoT+cmS)bH} zlp0fh9Pzd9)~{$Q?-%Td#dLGsQEBXnQf@x7Wkw3Qcv^u`){Q4gRd>Vg&`ySznDysN zAEt^T)oe`4d<(^!d}JN$x<$~2g3)>Mky~cD1g^uX2OOFVpgqbBt>hF>#JYF9MONC! zhv*F}KgnUKhL6P3;kjS!xZ58&=DE>$xL#LXrqpCY#SI35x}amLc)GQ@jwQ*F-MM|F z`jXzC%*8l6H}cbn=kJ_cMTxrabDPTGoKgj#+5IW4!3cSMeF)_Yprk9`c%~TtbM2nZ z&ct9VOk>iM8X;MXSG@)k4kX-){9W?&|vZxhcic zwn&2zjWX6)t$Y=pR1x;)eJwv{t4oy-rW%vca{Vk@g`fgXd2C@i?#Wc2&@0#8dNCHx z>mg;L~DwGBXk8_$3Dzp~SiAwT)53g}jJPYrIUS7T;&(3A#x$xP1cP+Gi}uAZ8&ehM zQH8TpD2kd8)kMxlVxM@-=R{I%{{*AyPP!)4DX93Mxy|-;-Nm)! zG8=kqlJI`%G@TlA4cd`x23$f}_>pA7k}Jx8@IQ*(0_j?5oWoMh`ZP0LGUb|ED%MxrG`r2OMWb|RDW6T^T;Mcs z{8RSkNrAc{Tv6?v_S}!f4b)GbZHmqMlV$1)VI*rfbb;YBXNN^-wu49BQ-YjlQftLI ze5}az{OaFj109g^CT?~-yGdDPxrFJf`@Cg?Ew8@QXFH}}++&TFd-G+%4bd;xYcs^c ztdploTB439&&yJA?diOy9dnOQV6ROuTwP57H;J&Nyd9W42{ zIFmts)d-5ozW+CF1*3_1XX)}VY&Jk@48`tir5B?lsO$(^@7;21P73++@TPLsBB;O{ zR3Fg2%nY`rOEs8cx|Hg2va&q5ILkhR^-THU9u%vkxepWseK<|8*#LsUfS#SC+^ru@ zU7H>iN=Q2T18TEXgDQ|Jp(<+_VGTCDv~FFb&beG%=MiS*<;40aQD8k-5u}6N(UVg5 zz!7L=6%U#WM>2|BZ6c3IYwASPsK#~7ogt859mhZd6ja5IF z)xOsFz-w|C$WKRu0wh2lT=T-m=%tn?3HiekN=)@o>I}(aI<(hW$PEb115+LcM~9R+ zzHzu9Y?as*%~$C1zud6@lN|=@LV10y|Br%j0soKU6~ik8k+Q%F%qcRy3fP<0nQm>o zai(Ivr}vAq-e#`W8C$n|w6`f9fI7-|ectBtz{n6ZGV49}Y4cU*&yYYgLk`ZL7ryZ= zMD}S(&buLS?5XTl+spfhPBynZzpp+LN;ql={wLP0{wl*^a|fmA>5rMu;4B);q2^HA z7%7ks_#ubO)}0WxdrE@iM0#r72;cn&n^qdkW~DLg**~X?WQL(Pf0uNw#NSdZ%Zk%= z<_$?#$`<;MBES|j6d#(LTpZH(9|hH9c7fwEX`C>reh7G~eJq+n^aDqBtWAo4lEA5x zjc1jtkw#KtBYK*2nzt{CZ&pjOLI?n3x5JSojVmtAj(pS%_&L=I0zh@I$!dKVI{9{2 z4#4d0U8X5=o^YzlT(vSdn%$ILrwC{}pKWigk1VDgEL?7A!88eSz$2G(9~rm>rNzI! z?3e_f-whGJmc3)E*C#^+@1wEYThBZ0keeUBl`WO4iWKtuARxgvAL(rx`4n5g;j&pX z0fF_=&5Q%H`@4@4$o*8q{U$Fz(LjIVBF`A7TUn1rit=nMOaAC|JZB)Nc1s$*8C{t` z&kMSBwyF3T^y$ipv*^cwI3%-gFF}G%a~eN^&A)|bLy?cxTA!VZSW9LZ-qvyn<_{T02NV1Z4ou)3=QnGPLDDvW~k0cKiw#^}zf`tg@onRTVyy zorYP}awTg#NRUZ=ZE7V|8oFH?GMQ&Q>b`uQMB&6As6PWtD?L{9=0T{le<&wp!_n5A z&3@WMBtxFDg^ubdY5QzHREOyOTL72bZ>3AOiuF~IsFWy zkKcbCt1$nvi+A~tLiQJyZ|4Q2Cgs)m3IAVqz1Nanu>5-Oa`m<3Q8tk=N!?ocj6ZA7 zOD?p`?Ki>eJ>vA8-|-=l0jxq^AcYg(<^-@gH#8C4zlnkhe5Y*C{PKA?n`pi&!TtZA zv+$@xPi*WZ#zuY(tQupIzTxgX*7hqldSC*|4K5aSvJwyIwX;ad>ifPmFv9u_rF>y@ zmX^E`vHWCnlcP;a-4yWjyaU2fJ!XiF#M1g~>T%f%aMJFvC0p>j4_q~;)6wmZh(7;5 z{P7a0+@JH)`Z)Yu1;i(meHK+Up#{P}ooeH4?#N`l_{e^J$Ce&AfF)b+N-W1R#XhJ( zeiA@jBmW$Vg}nfu$Ee3sj+W1;HYG}O$7h(P{unLepIAws3@y^76N{7cE0DxmEK8D| zJLmL>_kGPKi~^_aUhYK^riMURt(c$O-EQ|h|2*7hscJ4?du`jC$2l2Fe;fkXN2^#R z43PXvn&yR4KAUG1L0nhdfOn7#p0}%ik4-1eM$+cly zKF8A(2csea2E9*8c=+Z0v%c0kA;kX@{&fp@xQND~!w_iQ@BH{h7(cd#f0E@GU*P^a zwP-!Q6m>8SY|(aV5&5BZm-mRT>hzmZb?+CS#~Z=cX@Vm%pT2DJ-AP*q4oo^aSeF)- zyU#@MOZ#N*;;-ugM^^9&swjC4v0RK3Oise^;4RqlE4L@B6n|)5v}4GX!~e5<#=u*V zkDM0mruNa1h-ILEP$#SSkpsM6H49KORLUSEA)*S7QA2{`y1mhOXYb_L=>`0?AwCJC zW-0V1Q-$Mv9~gLEN{04xijhj7+6_t^)sA&>ADbqeZ+Lh_LXp1vvINs@wN9>Ck=5ya z2Qc-e5K#v$Xoq0SzwyX-j%QsMbpOz%q(H^%mupHp9X=#q*};+O!X>32@m{Wuv%?^; z(hCKn^?=Hv+3wtl>4ufPrat!sO}>UTwigv@oHFdMKL1dnp~Zmn%p*H{-u&!l8YkD% z9#fPq7snW!{b2Xg!D*V><(A^jpexo(kscer-;tlu6}_}7`kZrgQZcisoV{aRneova z1=sAR*Z-@lO}Z-jCOXz%vVMKuQ*lpEn}xa~&e_!!|Lw)kg}B5esS6|+OXX+uUqtB%ZEXe zj64yx;v4V{j*$xbDAmkU2@y%^s+73n0LkP*?Qm zpOJBZALBaSm&{ld#rk(Oz#Mg~>z!FL8(P@%AvUn!-$q4j9F*3n@5et7?0m-hMtY+(bHeH|&Q z4tt@S4rUiBEPk#U(?@A>3_O2ydgg>Xs)VPEA3meZy(>RWU30wQ#%e`GNvu(;K0(Tz zyPqKSvVB`>f&T<-2S%s#*btX(&u6WB88V1MHK!ND<8`i+fe(eM? z#pdG!a{ImCH~gZ}wRE};c+j=$vWhwiy={Qw`i24Us_!%8ApmvcSub>NS3a9@cT~c^ zCSq}YD_nrU2gFpZJ*g?ThQQ65+S?mbc8`us(gO26Mg(g59Zn_DYrKAg3){b^dhK_+ z?|)57jO+$NOsAKCl@A;fCjA4pK1dOsI7G{vSqIOB?AajU@F9};DF8B7M0nZtS=Fg|G=-~a9JIk(Ce({RZW`PIlwgj z-oD{DVsAzQyS_%ph+5n$On$Uy5m$7)x6>>6;dm!H%b+Rxwv+lWm*ek>sC`Vo}40=ax5%f1~td5Uj1pfv``T*1) z3U6*uNMz=n=COdb(!BrVQ^JENwBP8$x<2{vq4YMiDY7R1y?34YeV)g{c~N-f@X&f| ze|F^%uN^92R-SP2&2ARo}1QGp`bMl)243vKeeTxm-uL ze;$Z!9{>;Q8!g&8_!JGV7h|$WFwLzBi@WERlNtCXO$n=n-Gr0~Y8;Y1HabQp?6l2u ziMb(L^tV9lyAZyKgL|N4HlMc*a;*QbPpZJHCBlfdS7xh7gkhvFGRej`D5J(#DKw5V zC_39e$R=_n21M6lrH3ehwOTY~$7I(_MPkQw{2N;%q_5p!z8nhq0^I|;^W~xOVY}5t zB;BWojju=J)7P4a;7yu(}CBhFlW z?bFd$^OD|}|DzB-R>c$JO>ZM=n=#;i#-myFc`igMEX^$UnA;}YrJu7f{jTwQ|MQ(` zgqcwv(}oR^GdX$a&jzQ1r_lJdq_MQI4Yo~B+S?^*977$?WjH8yLlHbC9ejoh>*Kr; zsqV$lzBtQodc_3OUl2I~aBc1rTk*>AxkmhoAjF1NDLJR8tPA>kvEAzGEy)bT^`N#` zF6TJ!^T?YO(x5@f&h2)^)^U5Yt*fhQ?5D)NlF?Rc=kkVYQL{D4q5OgaO%=E1fT)z6 z=qAUiCD)GKEvGkulv#@W<(8Vx++ObN(N~{eM9>}%B&g{WKvojS3AfR)B^6+=d$WsT zRhb(p``rvE)s|N$D8*(257|X{n^FFN;=R9S8?OcimX!@XP*rFvj{Lam{Kh{mNl8J@ZH<9YRirm{`{)Gl>BJ@QH^y}6 zQ(tO~u#^P?ntrJ}epS0Z^$QqF8bza^Xev0Ey30a_PGaYi; z$vBMM^q_JwF-a5;i#<76Yhk-aGxRdS!9DhXowX}TOPKbsy|JH+J-jf@Bx>Of3b2;F z4XIPhI~Ja~KhtLC5311*&v-(>yLex*#FA52MLEu!t|`ZAbIP!xvkjfRI|E2|T2Z(~ z){?K+`&zYRQ6%M#6=gWcMT8n(J8JBAqb}V=hynFySsMV>L1NHMkx*Voo@v&KGO?1Y zGPc2kJ0HbB;q%tCd+9lXR$5KwCJ?!6jh6|`criX zOME>Zsq?rP&QqgE+2+jGq)5H^B-bToS(s*KC6;spXumN`I6J%Aq}Mgy0#hkMa=stM zkQOchDMaZB`Jc(zT^;9qu?4H@87I^Mnh=zR(<&J-|tbhyZ*FAkg z?Xo6u+1-l59=0gC56@frmRx)W-oIea9s%5<77#Dx#33_f$zl|Xv3S>7YEAp*=~gUD*^EedT6?P=G$ihW6JDRm;L6x8+~#~Bms0b zUMLl~1tKvaRNci^ODOL=%l@y~-l_{L=zpAzmF~ho`ew1pVua}{&C;>ul4DPJ*{8hC zim1w|mo_lhQg>L}62hbPC2Fb4pF!`}ciNiDWY@URGOMAb$0(eCX)Qh}yNxi}{3lD* zud1Zo{Q(edG7Uba*lguTOp)=G==%%{)mT{RF~J*P2TlyeIUo|Y_m3ltZ|O$5Tk+;W#SnF)9{h+W6;Eb%-)>L91=rGKfUGnMs5Fl5@1?^YJqs-?z$gDI zY=xnFXSqf#qQ1>uwnCCdQ&uSdUeOPRj}K3_1!fAHtqW>jT}}oECrV#S?9Kwa`R(@l z^a0V5H$O88I=p)aiR>B)bQ?waRX=AB3<(LI&VV4#e6o8P>t6f4R^MV%KMLfk2%4z7 zxYRp;!6BLr4FwfQoL`q$b;$lOqvhbb*2&JepRu}+R|N&pHziv z`d-J%(e*VuMpYOHiv@8o_-s$ar9^E)mEEertdAK@y!eQPMJFV^76nJUx1O`50|^c#?L04? z8CyzGoKr`Y=8xRBC`7s90t2FiZgev^@`~yG3z}BtY;(HUXgYwsdlTNQ=)3ClV-ynl zcNxs}WKL#e;vr=kZh2lrIpXiq;uBw1jfX24p2YXyMWy?EiGLXk<{2dvvhXaGbZ4d5 z-L!x#Gvtk)aV?tG^hZmxw^|xW0td?xN{Zu3?0CkdOQZC`*e|bb*OK8c zZUj!w`$@{|ty(=Pd3_OnmJ0Mh&UiRl4|8J;cHeA|U|nueF!~|FWv2GZ?=2v-(8i${ z)_GUK)LUG;{n0;1Cm+=N1mC0+$#bTtbnA&$4ZmX7AmY^XCFvgxb(VrLbk(wy7t?b8 zQPit8tyI{rp=>Ng*=1(=qTn+0lc8>y_@_+FeZm$(4RS8n`6QnrhJf~>KdfBDdwIRf zl&2VwN$W(tEas$XZ1uBP`%&pj^!hc)Grj!_$91msniZ4HinTEGGM(_YPV?duqb!Ib zEx%rb9Mc)^(qzIr6In`T*>i?1^v+tTNt{JenKpaBeixrN~@f#tWC3V=) z7~oy9aXKQc)|6wF_zCoH!Yt-2P#nM*z-X40SYzX*dP&bnd7EyYfGXZ`9V&}gL*FUP z?k401=x}Qub%*Ne2BPj*!J?JK0P8j@aJB1wi!FKcL$%9bQs)7f*rZ-RTSSkxf=3AF zrXi1e8H%MU{e*^gA!KOgu_*M)IL-T>-#2t z%CWIAF!#;_x8C%7B1kua@0l-_IK|2Kd6?~W2)l`g;E*)r-R$fr9+XW8E?s|9ob&<9cON>q->Zg7o+PLnRTKbbO+|D*{rN{ z=R)iS-C)hg67kr!1xC?o>|F%`52m;Z)3it^y^9o_IYn25D#JPrL7p8^|530h2|!X; zJEFYm&#+q&e$Ej~eD0GR#D)tE-xT6afn6W-NxupjW5hIJVzuY(Y6M)whBOktR`+Mc zxLDA4o}+ZQRbFkXa(>R!wy%9aRAK9Jxs;hA{{&+okzibm`7|-wJM5CH_IzH;qeIBe zqO$XiWg&<*x#-u97}(;w$>`A->$rMZovir(2qs?=p?Ww{xe%LVW=rJvGZ|UbG3ZNZ zK9m)kyG;-(7k!+Ixke>gL+RDm?gV5N(RAmydJm1pF5K;n+H%>|I|B58|0pPD%B3_1 z8pSwD6>o${UCriwu(W^VHnEkRFzND*LZOd~pO|+Q`M5@ajw`SmtCWoHU~9eE z+?V>kJgl~`G)^yQs6@am)NxnNCx7%$e^ZXLxnGey4Yq$AC>8a%L> zq}_c55u6*Ct$6B;?zv}YBItX zntQLN_8(11w7n94fYohD?j*nVf81`51@(AH5e^5n3gYq=c(R|}Y>WB5#Ak?fj~;53 zqV+v|UGlVArZ5yn2Ba^nMh7!g3SY%;b8Y-U;pJ+GUCcZnUAS&3pq|OB_)*KjgC_9* z+YEG>KK+rG)YC37USIhor|#oI_1QwNERiNOjQ9#)bkBk}TDzj&(}&gvoEg)bD}U=R zI+CUTFb$nTd&k6>Jth2nGpkLG^V%v5|9HB)q23mW5AT^apsjk4@Cw*XV7nMcEaM*q zgrB;Y*LyL8=YqMKJ#*q$Lem9y+34;SkFPpVA^8Mx%V9}4>_7FtU zfql4-;AcP=_30&18_!j^;FhM|fJ=dU-f2ytGTD^m(0c9rA4PnP(&W*1tOi)VmtVq1 zwbz>2!;$;bt$h`kx^h3*7&1`%d?kLZod)=rB4A!F^I;@viFrclA^xde{7BCn)G0)D zU{R{Dhrwx|WgCB>|AI+E(Y!wR z^t(?Rb5Qgt-5q>e{U}>m-78)F@5HXwcx3CNs*p_bpy&nL0hjWQHFHqPxns3;(eV8f z@iP$cdwp4gJoETqdtc{CPQK`Ej!uuU7m6d^1QPhr>o&el57!q*Lr(Rh*(l#@vZe)N zQCbso1BQs%2ggTe=L{#N`?8nr!&uX`2SGM%Apx`rfgg>0Sw>X1irNL-YTqo|b0?GB zY#VD+jcZS>Tc;OiNQQ|ks{W`5Ps}WgaC*}}{QT=vo}{T-;v=-RG)j&~dd_-C+N6%p z(Pf@HZDP+RMDwr32c>C&e%H5o0p)}az*!rvaq(kZZ1Zei=6S>_H@J!C<)TI#HmS9nu3qbqzy=j%)~4(hr9{9Q@E^s`3#F83wk?Nx zKjzAg)sC*1!zgK7xoGVxIzgj&#Vh?)d7+Pil{JTP1^ecRaB(Y_M5S}YH}cT}f$mUb zS8;DTl$ppr-p;x6ranQHL)AEhRsii?lX=@mgDY*VmVkGw%=82MZIfuhD_;9M&MU)8 zvXu_T{FFRCIzbKDc2YG@XWbp+hBkcLzl}1~)6vf3{g>%KjY}^lL_Vp!sWh>_aj`R%5Fs~Rp_^e} z!4c*n@vYK@n-TylYTo4Ieo{{%5T?^BlY!)_kS->Fpm2B`|DD#f?fUVHo@+<>93de) z!EZpC6feX9LrR{)8^|wqs+(MpF<(vKJ?_LK{w~TbXeD!rxSyAtT3hItcnlx)b@+ww zSBl$ud|&s@bDKO(RT%|--&o-r%F87k>rXBGIGzdY(5cIfF2y=!Q+r6XTU2iC#s3aU z`>CPgt7V^aTj!|PIx6qr)P8|NE)9hb!!c>$_4Cq)HC4bFp}Ti|UY2{s0A>D%k(9z$ZU}!B@_>eD)1fZ@3LkB0+xp4#3$xSA1%%f%_A>n zfQXF4oX-jx=ZqisAD}0uO_*-W9o2^(M{@iy=;}@jK2a^|p^Ju>tAAKzZ(nZVSs~%Z z@9dnGXWs9gB6EdfnAq}v!l{C4&PybQ`RVAMtl#172@i|Uj{C6m0IN;tA^UYDv2p1N zY|9p}*!9ymlDx=jo3c}Z&$QC=TDF@XXT_|x!0+jnj{+ezc?Z$6IK6O{_zZ;t<~X&* zLyYx7(l51w7wr~r(Jma3RY3M=dif66*L^TNCudxE7XnLZh_fCG;p!r1`fP^;!8c8^lyd(6i&w;5%G6VH$)zv`C!Vsh^K9 zaZiq`8|TcLc;zZDo>uSIEdR%GMv8>appReLEPwg9&eQ#Lg+NuPC4Jd;Y>>ZXAB!B) zeR+CDFiDl!xVIqKtNaWtUlaS5b&D(sl>&Na1a@vuN2hjIDzLfQOYPeCkxONGA2KKD z9K<)shar~s$mcYfKLDb&MAL2;SQwS^CoFPZAH4rkKy}ynU-DbEhtVFvOqdXC8JS*$ z5mja0W2!f;5kLX0(IYD3c5gs1+$T`s$C5kz)w5q7=)Y{#|GyBcO;SI%a+N~Pdl=_* zV~Q5tf|AjnBbJuL4%Tu1U;x8m(qQvb~=_MC%pr?@HD*mHzKK%3^4>zxlB;Px{ z&%Y><*hii6hWZVR&V%YW|hk^%d&quCDv&z1SWq5eX zfX$BSSP5^xgY)Y3P&28=nH1#VeU5CU6rbGjb4ET*F;4z^5pu;adbMlw=*$yRd{i(s zaJg)@C|(xj`fevM)hcqyLgc^- zx;4W9QSVOo#)+6^U=M8h-ITFR;wSv$<%Njqqg@#2s~1m9a@S`6+#ieJ-%9Y}Z|Xg0fRnFgUn_ShtoupEvlWy7 zjE3`8=fh(Z!ddI9o_Qo3h*Q$r5+J9`Z zA)kE8{vsFt;%+N+!i!TERA8nM9T%Z?TynLg7loe?;)E5K={^tgBe^ENmNp7ohTg*? zMIwY#wc3+NHytjKPe~ez?a7$URmZPp9^JHg9YGh8D2`x)X&Lk`K3#G;HFvR2efg+! zr084+5}0+3Y-@M{oIfWlx^E|ojV@pbyXO>vpbz31-_-PXj6FI0-M!kjgN_YVAXbcj zLlk{v(8RN1UKNL?_G9W|$|N$RiqdyGI*+#jV?E$D66puqAJ#Wd^%3{UKVfE{ba=8h zFWMxgl$#fCE4=!$Z)rU`C8`~%hJ+aQfD3*&xiXY*_HilnEUyAgg{sdT3~3uV$TSb6 zCgpch0cS+JEY>;7Q19c+qFwocnm+ORdF5Uwr(|lkMdFN&HnhO*EcjFCVUbc+^2Qq9 z?BabxJqYPK78c{sj${vu=MX;+At&QRhz#Q7+u2-j_d_La$jx3;lQ`|>%1o*i>*76r zy2GIOQw$fC62Ihnf-=v52sf92e-!Y@5*kXultP@+yS@JZDk?Oy@-tBXRk-e^pF-E94c}(`tL~Z zeGQI{a`0!ZFIQrUx3685IUR<+_BaCe$78~)*j0E<6!ns-bd3sEhNi;W&y^-(3sQ>~ zPdME0$a&1R=!=h!MymAOb~eN|`6LuB{dUyvdo3zLDCa8c{g;B@v{)}LxZ%H@<;t!)%$0Q@>AKuCQZK}2s z;)l3wDf>b>_=ZVlC2cDg&t!j=Qc>*2G-h2&rW{>TZA@2zsiLSdyaKjgqL31 zd<1OWh-=c^0s7Ow>Ku*(6N9L_Cls^2ZuZDG4dQBf2T z0g)ON6afM0JyALIrgTDy2-1u6PE-V>MnHOrN^c3h7wH|OcLD^YLqZKn$hrI6JKxNA z|Huq8>}0KE@3r?@?|Po!Gt%UNhq7O_nGgBRnHxLlJ^DlRw-AZ#V967lE z_mx6%m%J&y8D#-`So?f!MC_i`{3pUFe_X_yY?&-97Ck4VTDoTH$35=cb6HI$uF=in z@#;a0?vOji);8WoT5QnA|CC~|Av+zpFHvuj6R(y|8uSIJSO2g-R7f9surTOzix|0@ z^|(1URQnFbP%WSU<{OJ0OjCJhj1(C`|0uraulXTw_Z)HYSDyZ8Pfx8%W}z)i`gixZ z3I_iDW9bnGP(1rvm;2<5Z>aeOwKD(-PSCntf39ZJyGE`%UX8O|nz=Qv&lOTwFk6xC zJHU0Zt@b#Py06w%W^Wop)Hk|bxndf6u%qpl!e_wh6xcG!08gih=>ase=9<6KDnYNq z02FUAm&#QHFInIZ_#UCu`Gm*h{(HB&gl+}LVHa-JbJM?yS#U%tn^47+lmL&PVH7~8 zh9qNQ%&BiVS!bP275F_2xNYlCg3&nC^y+D2&`I^;4aqgf^}((=mHRU?}rryZjxX@bjs&Nzh2ZTwx>*zMS8R zdks|2>@{YZcvtFkTZ=(rh?3xWi_jvqGKI%2%m6BGlDbzF2Hgp#)P(S z&jofr3FUq^<}dnbf}yud9YamFO9DB78SxKlDS&m-bLL;FKaR&4%(T+}BKcZdm}X*T zqJwr-{p^6AH7m2kWJ!$?{jJfyTjd$DvWf4(U)a8)l)O_Ctq~9K210_A#zud`1YV9{ zFALv8_~L2F9QC!+5%){6K}uFI6Km$Joh~ma!$y+TxuNrV9Cf~enDH>+xbInwxZ^`X?1yYcU(h_Uwhgk}W?6;1C8zEB_9PtmaCi@6h> zS)J7!IDM1V=wg)7@RZsUz{)Pw8XFcH#bY5WCI)Je)nhgYrsXdF=;O3~5 z>4U_8JM5=~#+N9)Zf20I!8A)h1t&*THG4g5TIgN*QUSa33Kbuwx7eM8Hd zV3Q{6NWB8f`IK-Nm|GElZ;5@tPqG3VDAzhE^%K-PJ!B+x*L-+PjVHdh=dTYS4$`u~ z)kdNN*^5dSqnAvN-&0t)zUcay>5B*BM>zN+k05G57CLN>wdHo8Uajds7(!{PW_~G} zT!?H~^GB@1+7=?mBAEdVMwEI-9tI34Y;=tsVAlt5oT zlVD0dHv~Ai_QS@g}+f4Wgv-S`&EKHkFMta z=gTVYjA7FQu9Mcx3a^1u~?-Lcd%ihVJ z5^1qR{Caugh|Yhh9zCxwRToGs&MiL)-)kcoERh|xSd`M${HYrlyt7;_lqearZ@$ujqmvFP8>T?h4@!+H&!>u=Np$n}PDq4t!A<5urO zou}AKGb1m?R5mPhmKTjk0%kGci;IZTAZjd#?IviJWYKtN-6VOcNr5gWe45^}Xt@_{ z_wvxcawZ>cy<5_|58Jt#w||7Kie-Y zHdof}FLGK0>)rdioP$7p5bg8Xs{BBziWBI-9PI9Oky9G zkE3{O+KZ6wt&D)%KO4lBOTgf3w4N-v5)wC^6u-Hn`2gk$d1tKCh}gn8LDEs$ZfoQS zM&c1l6Noh1^kJt;YSsm{f|U>J9k<= zZB3VLXYXnWW<>uP>;<&Vdz652n+b^<-o+Y8+cG>@e1U~lM~xb}aLPySiQ%w!#-R-J ziEc+n+Nn%ZP|Oz@rdB$wuMk^Kjn&g|A6GXye#}3wIeUD0j5d-x5!B{^;&@8w4-EI? zr9}7B{p&j+ZDeJ7EUXkx9SFPY=XRcD{RImG65r*GIx#pS43)|XVorP7__IVT{T=&0 zv2U{dp@}U`&Zt`$I?%f!C1+yBjJy}LdahKUCNKx}r=dbj8MCApIa5Z6L)qKi#ppNu zW4OT7vJYqLOi0jz_~6kQp=v5C-U?rQ?zL92M3g2|Aa@m~h3`uU1pjGyQXg2ope{`+ z$D7?#0Q5Mo-6H3AyjoK)*3C1kkoP2p-W)yo2^qRr5I!svl!&l>Z=VzQFV#}uG^?|S z&IZ)GAvq~3E2PH3z+UP=OvW4tv)Lut)z(fkI^QaKb#0%%I^Z<%2)M&pkR@ z!zIO=Nf&FTpW50uVwD0QVPp^65@?TL=AehNpCBX68;c2>-13+}j^zu&46(KY#A4Q! z&iUrO8PEn?amXi&gU~G2KH%k08Zw|fb0LF{-jldU@Qd`Q%ukxJG*=04dAbeErNR!i zS{J{4zCrf8aH!XY*i7}z%ECIECH+`D`fi>bU4y(aH%R`v^8H#E-jw@?KVd_IfOkg< zPL}x4W+$*a0TisgV|oNsGb!%8*vq9K(r}&PCG>FUas7#T7{IlHJ?q@t`AlcOMO@fB zlnZD+QIw2KHno02>PGx0cO-=3P>(M{$=BHkJkFDE`mbeCw zw+NXFFVjTieYROVmC|JyXU3_71k0-Z+yntv)Qr@+EyhscdggJtFBDc@I z=b`xf_LBR-J(wf36>DU+a#X1hGHN%#II=&QW6j@|%mks_h{z)c;}S=r<)01FAWHT^ zM(!OfZ2x50XCRBdeap}Wj{_+BN1+V)?XGIGh zwcj9YL$D<2F2S~NJ+AqLJcdH$ug{AguA0Grw`K+ku`~0>2a=k#2dy^nnCAnz9V^W* zlh_+24);=Uk1YmHC|+k9yBZ`Xv%qH)f@H|*jVx!{m3Bq3jPzIjUKGGZ@=Xf*CFC_p z|JI*A_Aq6=qsy{vM8;D%f!rcojZmA+(Vu)|ro_#06ByZDaM|a+jbKCnV@G=%_zS3V zxhvX!bP?KHsVEv|XxRH;GQ%4^JTl{Rx>!drfjh6X-ZiV5WSGRA z+pfIUhJI(GS|QuoEwQDVSlU1MMvkQiDVkMJM+cT->SMv@K3f*G1zUf1`~z!h`To8X z-FtgmWS`FW6iwpa_DO5%Z|D@U-<|#1ARf97&7}wJN%b|E3o;uEkuWho11-=Gi zrmEL8D1%lqDF2;RrS4L%wXLbjMa>O6X;F>~8lBGRTwnO<>pz~2iAlu2XSzT{Ym!sD z^wIGf?q8ZzfeBLaZu=v=Yabp_)J|17E*> zUSg!A`(#CL5LjkB4q*4TEv`-g{NG4-`?T-f%d?b2;gq6=yB{zXavLWozqgJCUCJmn zw18>pWV76vJcqaJ-I7Ep3XJ;zeT$Gibgpr0!xg68T}U>%_(kT$!88~h=e~a!#EQ)I z9E}KMXV!!Fy#{^WAePZhV%ey8YRcqF`P zKOZk_UPl?IOEXOUihPsejyV~G>zy0D#AD0>_~J#PU&BwnnRblKz7z-Of1_e{W#$ zBC5iXCcEf33j z)c2A$a$h+xbMsc%rxO1e0H-qwL!Q#iGy9LfcGO0S61gUaGkM?qabe%xIsIyU%$3Lk zewf-~^2{YkM@e(ag?DoTukWCec2~zh zH3T|Vi|bk&A$5f@|4S9%1`5^T%QSQ0LiX@5`bMgN9`OfPLATD*Mg~nj``2Es-ffa| zwqvR|kGc3;T{QU>O2bjz(%YvaH*!{))csj!(zTIeS^Hl%kOY zr~$y1ZEPMg$RcWl97zpq=_DfMV9dHD^+j@(xYhOaQE{@jucM@WQec>Lv$`#TJn|5rfRUHqlC%_xp1bXCtt#mzDxmC$bYd zPM=F)8JjKi*sMsM%hQCOV*2u`XwDo&%Lu{A;~R^7Iu%Sf-@%Nf$dEcu9M|( zJMG9D$5WKPac3thM5+*AweZ+BKIWZku?0p_2xVMWG8K1d_qQQ-X-d>+FyTNawqKSa z(L@l}=yuf10qg{%>(4NBLK z4bXxlwHA8^a)0}B(YwbZda9IX8%?%&q&}g%^jva#DoxY%dlW=GE3~z}dgbanvy

    ;9#SNo2|s zPP0{EM`0f?InGo_7v`*Rz8$3F9-LRlUR)#4;l9*-0RRB%t9IiD8Fr*=f;}i6v82Qk=-|#U0acs`EZv?sAi`>%PiUqdBRy0}psSd%!)! zNyHsH4UgO2-Gli)+#zOTs}4K66y8FeaO_h)Gu4w#oBK!X7a6pbt_3CGu7ky7x$q}t zRWW=Y3hHeQs4|ufmy+|Z$pLm zRfE7=r)b}c3@>)bRRX=vxbvE!9rl{xmB76P#2bszY{#7s#YZlS2LPQ^ypTf?t+o9x z6-aNh%olE}EWQSprSRbZj>8wP^h_!J%DS@F%5Pl~O`E!^GhSENHoPt!RtIkeFM@E| zup5+FS*B#1%I$Eh^y>?xUc_^u>l{44gO=gV69LDN7)X`t?$Ii8wzy~7f&&POcpS4U zBT{ROVyw*exz;jIou=ERqV;$Zo*bteqIqbpZ&Pn>T8NdHbjS|-mr5E1GXhC5=PDYr z8gGn!`%vYRO`N*5U@vcENdoJf!lN6gU9fvsxZpDmSUfOonnJ5xd=F;b#xPJs>>cyw zD-|uDXKlX&tLo7t><7@Qm)N)3OIb$)GsD|PyCc)BAG5$w?XXJ3#{(D1b4iM*-OR>* z_?I7$bfej+v1g+Ke78z_x$Dpat*m5i;McHS@h3Nn3}Mk zMZVsgEJoue3ecq?@4ReRMvZcs7lixLCnGB``!9uTGrkky2JohHb%|`PY6bf8=@4!1 zG;9?D0cM!|muhln>Qea9U2r?N9_SjbhWuQI9A4E*z5yK_k6+|0FT93IlYKU3^{D=U zU~0iaO;MaPqFg}}MuE*$4LG{E?PZQh>VHG<0qwv(^Rr^&wcO(954miDRGXJmb@|PUbvcWq$l=Fmvx}eb?pPD= z+rDSA57m89AIKKCdJu56KnQnQvCt_B@A!VzwMp)#+63*FNp(ioo-2549jGn3aNzf2 zu7_#)36q)bwz>XG^-d>(7IQeFl=kMt;7JwPfMiBiz`3SW`i4#YUH5p%^}6IaO8<$WPl7KO zz^cArDqVLkN>n6~u3pZo^BOU1OL}~COcm|e#2$zccDgzkG`));vskrZ0N-_am2BAJ z(9a#iGae!h9m`RCD|->n*G^X_p&0x*RuuIp&C7i551?k;75^V3g=8>OpxsofEh2IX z%s*-wukqD6x8~hPu_t>ucj#%Z!lB0?CZKqzE$_No941A~k4E~iTYY<#je8}~XNQ8O z7!RBEC}=)ri~pN8agcC&i09Af@WXlqZa`cU{-ugS?W_QV4DMB*P%&my`KnsUnqjP} z@a*F-1Iy3sZi2BoiWc-rIun)?Bil@}!ky(s+jPYa$x@m{F&+Zy1}goz5z?ScBcQ`_ zmrFOH%o`CWQO*#ZnzX~y!R<44R>*HU4hCN<56xpOg zk3(i4r?v{;YO)SF)%@tDsqe5CvR`vcTcZ+EG-`MuKJ zR@9f)vSc#jj>bi1m7Tl^R`qQQ-k|?lB+YC5*6*V#>d6aJ99RApdytd?p|K#{(ZJCe zEJo_nq0J^DEuq0|IDmkg-sTt7fYH?Jxi1<(k4GDfia+(-dAhf^Y8qfnFn9yp2a(Xt zLg;;AZ>|%g#x2m}3;!%HP2C)fK-1E}v4x6Mt}jFf$Oa|#l~^&HKTl3u?>TrZO|fWi zu^MyDnU>cpSW@Fw6VLZH9gTo&Y{9fCqr~rNMs1mvrPI&Ksi=;h39Qp!UCQxa_;c@k zL-R9zzUx%6pl({GNn>Bu!3`lN%_5B;mL>n`FT)piA;5*0=>?_hjmHewuqWr&p=jEO z6|t{zhAw|$y|^!sS%as3a9L?_ zzxu6X8N3EU+tr!O_=~b=u*C|AQ4y-;312sWO_jkqpNAY4Binx_z~T)B*ouJ2QW-V< z(OSWcTVrY`L%QikN6Iq<7!2A~KN$~zEwjO?eI-$7X7Svn*2SL1h`&g_l6S6)JH;-n z`r*ktXO5TurP5cur)HDTLa(5c>kgepTy1JGFC4~(eFx@ge@(llq5Cyy&hgDB%jh#He!GV%*pG{F{BVoFAr9fodhCp+%`eLhMd=KE*2x1)O!ju5_S*kMp%@Y2Yi+O zjzwRAL)!N|H6E9!%_6y{n*bnBT)EE0utpqxljVaqvcDmQy`5mt51@&P@4s<13^Edb zTW?j40K&cGf}yj{PfdkH(iX$Dj2UUc)f}hwoC4*#6(Sz>g9|f^yqw#OTjwAjw8WT( zW!EcWuxv0dvrvjh#*Y1u+erU3@rBwtRHWb|)3A#LQJJknlm`?F?^v{Y4XGRRx>4EF z=d?!-eXQ0Txgld3^t6mr?MQmc4=5uAvL^xsy;gQAU4v}hY(Hc_;ae4{BVQkSDe;4P zs(5xL%OhdJ$(^n2z{&fx%RBj0G5<%2DTxEWV95Nyo|Pk}t7e?ySG0j1t2uCzL^kf3 zc(j!rqwN2g6MgXGNJa6*>W?4dsU5mm-#vd&-9m0@aj#SKvAtb1`RY{6tQq{D2N$TW zsiCb1Vk8bn3!4{__&6UDaq?ch;1@I5ut_}dCppv-`p%2hdGx;cr{Y;m^^hf<;Gw`{Mjy`Wx* z4wg7%`6`r$*NJfT;-lE3pV+Grvmolk3_*bws|`^iylG?aJjL+z*0M|KO=mgoe2L%z zjovM2QkuoCQ8Ak>nvZn~YN#S$>hGP9VI9ouKA`#=B#bq^=gqFNW&S+Jia*42NNnI{ zx4>(D7azKnf0ubjisEg3@Y zBk!zQ!v!Z>8$4ikf#7D6ZHQ-KNYIWoFUL`pQ7``eMJ9L}{&Va7{J@&eJqK#Ws;4f} zJBIHPu^EN)^$l=nuB|)zx*EGH>v3_-=;uY^UFj{@<=M@?hG zC%nx@5jB?e$5f|)yksn2WwF;8BRm$DvURz8o5{TgNZRI$R9Za3W6t$0wVC#|Mf!fe zI8tDdZUbeC3OO5VaO~G5*tPWn5t}@^kr=6^`^*E`Rd5k$s|AC3P8ZWRVT%urN7SiP zrUS2giXbZ7vT@F2@#pa7>Dqd?wSw@eXA=?*x*<-~J%0|Gg=eINp6K6;ajrYUtu* z2m0K+!?XWgDo@{istt+1y1Xg+*evn{(G$VkD^e+7#Y=O)kbk4ZSs?b~?TH_@n4P62 zA_mx#ga{7SQP&SU?A68|+@V|2Yz7~$#=b-R6LJAPT}}5Ax`gtQ55!;WcpX26W~cX* z@16hfB6}DNMn1vEOwAj12Oq$o=VzM)*l_Df7GU zqc?gNv;4NEcMQOToro1(KVI}_l4%Qr`9Y407egH|W zTWwZZ4*%>TZ;GConVqjn_NgebE1u_VE!(j$SlP6$Z#2&ybi!^s?jvUNJN#k0^|-XN zRo;k6c-7sB>fCaOsO=BXp2+XhE7P6*$m)XZGvxb_`~e!tz*dqf0Xoo*tP-lun_1BE zZ19U+GI{K@Y5)>NLB7~V_E&**m0MBZEr}?U?~*HsfHjyF`YzaA=y`VcDaS)s_&_x@ z?7}+6$Ri09COcJ~RU;qtSnBa)T7m=DKe{e)iQx|}O*MI(ek6Q(S4HXj?7E~WCL~+r z4?+{BZSlgL$-%7uY17^I!(^12oQ6JHzjZ^HQE3HY3t&S<7HV#CRq_4vsR$34Mn^rY z3OVKARC5H!(Tj<9yQ|Eq_?+JvRgzSm6WB*&$kK-{JqYi}k{{pabuJ5^*&x+pB~C`Z zJOg#=b{-?^=p3qFbIRd93U>deyyw=YESu1;1-rrYH!k`KHq@ z7(P-Ehi8iws-){32+xk38sYDKFJBxA%D2Z4eeM*Ae*sRRK0znLmzQ;BS+sHJ&_D^i zqDGoMI>})4#C$03IsXXzC$jXzFaXrKb?^mKZQkU~$GMiJ8Ts7Z_ZYa%K+kz8Hxo$? zn@f@ewQMqY?0~yrLI@pC#BpCc3c4W#gk;Jk>L*We_cfm!ZyT`ji;jC7F;sIv z{div;C)1Y68DC-o?8lpqiGup<@`Dxkxw^0QitiW5y$PmPn3DpKp7#m!KByMG zD_k7h1-c_xYTZPc!ckDH$2)uJ#(O*Lv4f(rUg)bR|G4ju2e{L!Z|J6fnJS1wtwFku z^UW099GHeU%EMT7`;C0YS`L9y<}1n|m;uk+Pw42Hvu2wZQ`OU{sn^2&!?auvTje3* zL|}z;Kz4i|4vC%aIIrULX2!1#xy-$!w?8oj2CgDOX_J9;Vb%jhV8ocTmlE5?7L-OLU<#^6jw3$(hXV&l6ICv=426(+pF(WO{UAR~c%t=1X7 z{1eXXJVK7X`D8R&p#peJcdB7=*%Ik(mY5lsyTF{5m%=uL@N}b-kQ(K{=9$XLHICRY z`~mbmg{-dW;(S}j!)_KrxClJU@FEvTKxPT9Yl^3na!A!KKw0yG5PEO%G#He?0Z=bE z;21A&2!TI5Ceav-_)!zQ#ZcEnk$3#dK^m=nluv@(qO^mi_`wrHpixW}hdX^iS1_oPGm( zmp|v*(Is5$o1oYdyRBjfuT-tL_M2LMZzJ*y4Y>2#oP+P%ErAYUN_hM9{`u;+QCF~> zf&Jvlwjs{q*gT~#>5W=}!_c^mWbs;X=Okpgcx=gHsJ3lYHBI@c1?g6YJmcX9IHSoS zyiMnyP8VGG^abEyD?`Wk4ly_Me~8+p2$P3LP=*KRpkJ-GAj{~itGER>fb3xhei+k! z)snX7(Hi|(_#w&>J3?mGYtK@c*xRqlq=&|ps*3RJe%n(xzY5TmL0MP%mc0sMHNv9n zUfe)II6tVW$wmfd8z~%dK3T(@j_Y0F|1X zMJgp~T+@iXh&Ae1?Y(-k2rPMd&lM`i1wQfA5Y84HoxLcH0IH@}g1?e)Uo?Tawx#0D z9iTt{Y&6bU$J))WyX1en-W7m|Y;``kMriGXULPlGh~fkLM50hWG7Jkzipt24%Zm<{os`8`4RFmtBo&oLHCH>2;5 z*%-JM3=24_HoT+Zjoi#m7u` zhjrF8J0Tiw&uWLqw0II!7fog=LESY;imdsp8akaDU2cknYVCI_gMA>@6dvH3(gNR_ zCrjd~p@jaC*Nr5eFm~hYgu%?34E}Yugz+>ynie?7Ets9)qj+eI1F|&-x4%%8ck3fj z+vJ|4`42_O_W}(+tYkd%aYjl#`zN>l0C^w2oHG~RiMTuD-@;N|8xwH}x>jzP1qlx^ zlSGo@fvS6vqP=CoTWJ2qYjXd1i6`Ly>cuVgvC&P7HRv8opV0Tg_VIJGv;fn8{4no(~&lsCK@*s?=!18QZK5j-uQciAv@XoJ5+F zujAaeWI6c1E_|ZR@aBX=&w?&@y_t4d{8m8T2_<;sT*R__ZoIED*Kv0o6E}9VucL1r z3i^%^x;{U)GJjLbyrW|M3hV$5?HS+0mG>MoPntm2lP}V+h1^BgD+S9;-^#vy zR|n^`TMaNYZxu80@p+&c0r6R?FLk|mCg=8hS$}kCT^}rek=Jq;RcQ}=J(je;P%`BCv>Q+10 zW#pxEe`EO4@J%Vw12_Vd=ogg0DT{rkUUcll0Ar80;gixyABD&5ulpMD%kLeO@1kFVTV+Cu^_1fIfE%JAl@tMMFPcGQPHd zy^Z44rz?v1x$~y;)vu%7ht+gvM)oK2t3Q&i#WbI@9+xs9T#RCdwsv0k=Z^G0pY4&K z@W{OVB%te?-|64N5ywyCSxEJ%0IgvbLS;0yfz6j}D-0+2#GdVo`V;HO(Owj z+K1a1kE!a%TvnkyR<9RKZiKVH?6PNN6%+ICp09WD_t)+EaAVkqV=av1T~rF21bcG) zOz(!*3p{S-+~a%-pTdqCs`)3Ve#RqhuY~Le34avpXp(!k_sbsr{Fa5DtDC$oWiKN> z$X&qYNyMT`z zjxGgHbxQj?n0dYW7)fTfp$ICT)=aQMrf#xZ0%}sn0X=d#OwuS>!d^U(i=UP`mwB}8 zS0q1>S@Hje;!<0!V94L;Zc^Is0V*RA$Fl*-^^kw5o;DM#0Q@)XLJn9wxpuUkKV@UN z_#z1Gl)RfhNG3DTP~HUKdMK-{MDJ!)ph~;Fh6g?wSh4?0m5@!y2PlaGfKr-hn7DER zOkDq^B4>iSAS6BuVDn_G3Qb>{U7qqkWrzR0J@EhiUDS176sPiv@9B@*BkfDv=Gq`3 z!_G~S@dMh)`YOtJ&D;%^J2mgP(c=;uNj~nz<~*aBXx3h|(&&D&$@tje;^zuPrdWTq zw_ZU$ms$c_?DvV$Jy?b7UiK>JlWc}VrJ7$(v2#}6{C)sBf2>std?k1^n2T_mR{M*F{j}h20)Zj?xFKb&0}{Ylro`j#q$~8C?45{X1b% z$Dhc_q53oVR(?k82~ClZ@2`(CKVCoh75gjpJJsfz-Tb4pG{L;=0u>(8XTE_4n-i~_ z*fu&X?WYlsl|0?BWlV0K&52%K1hisajIOkS)g>#7kDgspu6ic-*s@=E*Yf*M6{*+W ztoI{MhktEXN921PX-@N$e)jS2$Oa7d?d1!6&$Z;d9!L!Pwln`e{c)?5v#>e1ii&yX zrFnbu{Rg&q@$a{29)0SfvWELiM~a+~H}8L09%K8kr4~u0370jz55lTp@VPx3FRov+ zv-+gG_^ZO};BH>ltq*&C4UDsn*>s_W7Qw^ujY63+T8EwGC5~}h3?4_S7%xb7z1;kk z1nXdY&4G>*)9l}X2$QvUgNtf;p6HeV(KKIGjGq^LEg;3|nY}=>ab}@Mh}xeqY}!d| zS?(GV`a()?B$=+*%nV5QE)X3P>0a5RNF+M^$>s8ErYj@(C+7EQnMYl1)ahu zHS$j5(qXLbiYBLf+a{AInHsC!Ib2$Q=9Gg~Cvf1F>fr7R>g>D^>%bREtJsyQ^1Kn;Jsu{%FUd*$GJJ3W}j40R#DSut~bDuDkz| z4*DJ9a|>50W{-uo$48o5<_xVgUN!movB4D|v)lPK4nv{w1*FCoW*MHme+<64|AMd~fVk$@t-Znry&P4-|$f2%*h$>_Qb6!pk_2umm4xI~53nRS<>2-W}eLmrvoYyh>10K`Kj%LI34skzo zTHvFI8~{S-cggo`BrRC|q=$XG0;4Nw$4ZK&ie~nsxtaSBytw_UhNV=FHt$M?%%KcP znG1(yXY?PCj;j;N2;%pi_mjN+<3_|W`>HzQZ$rq2#2?qW6!yrFt&ah;qy@=G5`{%^ z+kRe!hw5F$lJlbU2XO49ypV~HSU}bc=XN}2et>Gz+FOHkKXUh*v&OfFaJDTKPSwOF zk7c`H9$)s?e_XzHjk(k$wysBaB)YEAR|l#TZyB-OD|CDB#jfb)$gT8x>@j$9v+pC)f;M&bq3^ zqzmqSI>gQSD`lSskPg4NYn!IkA;CEE2|1QxYmTwtcez5^6gIHHQX`;_=D~`k9KX%( z>h2dQ?`#k~yQIyQmq~91ul}|hcBoju@_1u+)RS4oJuX>^>kCNgOl3Uo&Humyh&$3C z?{!#$Cxb;~b;6!aW{1%E1jx*~+T=G%74FjTo}k4{Jj^j|z_J?>*=k+YJWiHb({c>l z5gc@|%2N^RUkNI(cW$RM5b{$mKHe5{xfqSf5||v3Gb#FaG{llBVXl>o}Zn z?MKq#`_2#8Z3ltG$zNY8pj9EP?PX6gor}+X&s&Kn+0H0FYMS{{Kd&R%#KH!bDce%T zhdHpSG@+>%8y~gnqLBsn8y9+%Mjnedtw>!Nh4pjh|fpAv(`whhv zlAkc_ia>#a$~0)IX@qjKjU>>vaxl*ZVK#l1M1)5_Gh8(YV9*=}W zU9y;)kRr`y8_bi*AIOe+1`cYCCFf|K&e8D(1;&hTI$|+elqn++0v>J zWC0AW+i^b~ph*?Pyy_r@6LPqlA4hrL86~m#8j`aq0Qg19-b9v_hoTGG*1v!Fm#QP8 zM|SL69I7*aRLNiYA)q{?c8gSIWg=Va>8MjhM_R=!oihsnTe18ubKe9~Dgci}q9^P| zwd%1e*UXUQy?a5?I!;qu{k97-i=SnNY<1Hz%wT%z5}Y!HsMwA1Gs8}4UnximS2lV=auw;a3Zzu-&sEYl(XpQ?BGfls>Ob1>5o5y{vZ;A3(286kgHkLewyuSQ{TawD35yfk6pR z6#Q5FZIXz7=qKqL_GbGw4rA$9$zq?J93K{2oiV3w+YAvCYn}a&i3^$y3s0Q;_vVhz zx{)sPep!>i8UI4a&-I;O_6gZ@wl&EKQn%;sf$$dMmf6~-C+A3Rzye&o@U#4S2x4RC;YW`x zy-OoI+I(}(xAme6ESJ4Uj&dAzFG&{%!?slQn2c!$Tn|YXPY>0uP!#xkwVGxBFhYdS z#oa%d^;E&DweRea%Ok(509vqY+twAOkMHt98)?BJoA&e4x%zWY%WhZHIm&(g`>KDm zW?AJ83@DG`)amEcF&$je39lOL-c{mNZ!m=h+o6np?H{|OoJgD>n76jU*@sqQf_Y-? zAHtt&xIW4d*X8SdRFf-Y=<%-bNO|WcsmrS%xBfic?RZ2Y-KRuNb|qK|&3BR20+}Pj z2#R?-?6nSDusFXvlpEhITdC(7I88gSqjPu!njdf5IZ~zbWFy{weqw_L1AL^JckZe{sV3#{6-yq=Co=;P z!Cimx4+M3Xg=bx5YKa`NhpD)!^LFEQKxTqn&1fzB=8 z-dlbOz-P5o--a5ml!hc^u9R;-bI;$3wkj1>u}eW+a!DD{@yBbaV6{=%6fiT(tRKqM zgiu-3C?Yj}YvY?EtJb6JkLe4V(BtSV?x zGSzx(Cxdpk=_)o4Z;?@{UhL}DcveoGL2UubZKI1Umc*DD<{~@)!Q~zT2=~o_tjRF3 z+dH~$uIBy5zADQq{k#gTb~7XM`jzbq7F%A*_x$~zOmDU92`T2 zTOsnytLbnCdp<8$ZgJ7usl)VcWZ)6Bjk!wU)mkxk5KeI(>CaiVs-v{NfiXn>*!vsn z|E;xau&tk>XL;%ZUA#w93Sd(~(uP`+SglN&)r@H9a{9J!v3Zr`Jya>{&!yckj z;MT~98>=<7@4rlU&wHST;z6#Ol!noSj#5w_E|1B){tmIAjZ`->`13>}%X z6=#9;;_R+oRl3ulJS&L{yEPb`Lq$`M?oT5{$Lje83^;CWe%N66;y5Qa4|{VxPjsL8 z0Xt&4Iw**A3El>Qtk^A>`c`%WNc3Mhsg>gkPL5-c2-26+?cmIye$NHWGaa^ErK{e) zh}|<1gYVgCa-HEH&({CL)_cY^)kRU>SWyuXl_n)B2+~D*OGFd|M5Om7NQ)49Cs7el zs(^rWkzOOcClpBpgh&m&_Z|WvkPzoSGw+9)cjf~>!Uw{+7dZFqz1R9L0d2+zbn_qI z#Wjy)>V=S;y%gFdyZNB!chb9N?hV&!#a{hl8dm=a^y14eS`sPZ16AH}zE6l#kuxYr zOY6-f*Q@VORo1?HSUO~V(`~CD&pTs7UUIw^5Ul~*4ngK(LFa60oL2Tm`bKvblTWle z3FnPD39__H(t8LXKBnnK+EIktyJIVcc%jv43(%^yhxs#fz6tA;p=Oe7ZY1S%jK)qX zxt@TdF`kms=egB1l(8u-Dg&B!G$?i>0=9<%o?=DB4Vow_&b72T3loD_V#debC_H;h~v^RXOWip+u9tRO0 z@rYBkjsw*|wmKIfP^*fXCu!6!9?0ptfZ#PyzhVfCe8~&_i;p<11$)F#4rG z21rT=74)rYr`KE@UO_|-ipGi|i{{*);yCg!I{SqR)S1*gTfJ8U?SMK`;vipOnd+ph zphu_XG%3{OF~!CFl9;-qgmrKbNES#W4|y~tOU<;=1(1HU1=7E(y|?#PK*{^ys3ILX zv}xh^VbO`h{Je*yokqM>3`bB?h7W5V&27pPar~WoDrid_U2dF4@#BrdRIi`}mY1#`mQ>B`aQhz|luh;Og1?-8b-fC|+1k|h z2hV=8jeOP6aLhyqT3rE{$-zT-ZL)6RHN!$x$mwA}w5&PlNgd?WXUo>`M_hiVdUCXG zc8SF@yQ6T1_bLl+<47^Dqr2V-Hyi@hvTh!eT`b1UAeG7Si#hX|XBS>x9Sn~DAZHgV zae#D@j8O>QAKRB0JSy`*bF_HR+#RtSoQEBlKe=tgboDf1-r_WRLkHql-)dvtKiEI` zyescZvIC7Eo#Pr%56U@2CX|2jDN#t+aBo=iu1hh$6+C+ySeJsnTM@`f&7hnRjKH%* zJAhxeC@H4@J$7@6XK}POo8(Ebo|G~NOaUu(uA4iBq1Iq*k(*LxL&eZsN)-C1lAi-R zZDs9PJSzg|jTpb=sTY0f8kTbZDX!>lqo8|&xaIgtD}epKmdo^6NgAB)_4#g7SdPc( zvW*I;ALXY$%XDsi*D7gG;8y`oKUN0TIf(iZ9S3y)=;F8zuV4vsPPtQ}U`&}?Dw{I! z36;d|@^ zn|$)mVTyH*E>Ii^1&W7{uq+24YUhi3P* zX2(CH9#R7%j9Thv^U3a?`;C_a;-+~rJP~J1=J)oIhWeJzxVPY+5bc0m?F|`zCivRm zTeAzazfCG${^aF6H=Si`GZ(Ll(40@S&F7D1I;v1yWFIMt+^CKtGYH# z?XA$c85BB6UdUsd69hE>+5t(i(-;r{Dmc88tX;2{6Mlg{Ilch^s(d+X>SkqLn&K=b z&Yd4WnP8HUy=o22MB26B${K{Y#nivsD@3W*3sKK+EnC^q&K=|XhxVEF-nSv?rGEu! zw!}{;1fQh7G#ktD-l~lY5Ko<{^VW}> z@$QoE^h8p+7?adcH&1Jy!>eXL9)#uu845t_Is_M6gQdZuvv{D=%SPR6D56 zbt@$|JQ5Pt1cgf_cY~n2wNGL|4|=ZL@V9YCl>I6LesjM9}!^!WA-pez`QuK%M)9Std4mmS6rS-JiN0g%w6AU&5BAa`BD1z49Y=( z9e9!r3-zc_`Wi?(1PP&ohAKmz}5p9R=&K|TEGWWwu+S0Bw zi)rXcSW4SNg6{M$5EdTewYY>Tm!hI2=Iv+$tmty4~`(&ZxIMtW>CxC;yFTnpd z1+R3qBU{w`NUFlkPZ)j<5GPn*n$Bv?W-%!l{i^4DXLKCU-rfz-Y{T#DCAdz;E=qUb zjFlKZj=-b|brP5i&Rs2-PbaRP;0@<+%v1iRwUw=-sicP6Oaf!?apbWJ&fICTo?8uSg|p<0C>(9()s@7RCl97*1%j;CK{wv|T#AVI zVN$wLko7oB$g*g-ic763(&F})UV6qCk*h#2z|$6t(kU3B5JIq@9V+5S4CAfAvH zxyRNsAtCh9vsVkdZCcxREia}M?(x+bCd_(RfBgc$&q W$MIhgjIrkaRhWqUQ3M zf3@~~9EGpKX?QtV-#9<6k}641;}q3oGjRj!ox3IxOU2uXcbV9IdNei--tlxlgH$|? z@-7A4+87Oth)gojsCzDI`ulS~e3J(q7D6baitdSb!2rFxqjv827&W^&ZRCSy1eZ-L zIu^Q2;L^He=)K4}i9F^B<6$iYc4cSq>`HJ%1#K`!Hr%Ssxvy32T(`K&ZkNARYx({5 zWOb*Jyw`u|=KQ3iD8bHf@zVsV;r$l8#LSwfjBV3?+&6;*#(v3(mer0dpvCYJul|9! z%_t)Kob%k@!-}5NWw}=|P8Cqn>5HPhQ!77?nponCD!>3^;=nj#GUFMT)hb*wD2>}v z{OUB|iycxrb8P%=oh{-;%Zzn6EM57QLsQ{!FyL=KWSbHYPcn{fb_eh(MerqB#V?4mZEL<%2r{OxaN2$&{E*UEE?gLtZK|CsIC)Ue>2p7` zNBe3VSLOBJ8}0^inns&1d{(K#8Efi;kTYOq?4qL6L95=gID=@q*f9oA`a=>Dg|>xF zroqC^V(P<#wcUwM)eTzER8IcktVqQ8(YAGL9bV7WBJXE&7oYv3M;R>A2aav%*h>G= z5$|bD!#Ja8+so|c?-c*hwOV1$aU=PTsQo2|fs!Ye1`o|cTri5I0jy4MUiEBvUXpga zlSbV-4Mn((qj+3oXtxN@dNuN1bSP>8KW;30{xu@v*m%t)!T>blAba%rmDx-*vM>oSilE&I4zTU5Q8GfQ$et(B=uXnd}!V~ zhz7+|on2;Ocamn{rj*9*Fi4=3Q1p9Ei*8KF;Hz$tyAsq9_tK(#y7qR^v7s79G zy_2`w&)_GIGu^Gjw_ z?Vy*YEc+$5==Ff)ux$vH#rpY>l3|f)eS{A~CU}I@>DhlbS!Lr@D0Oq0IHe|(bnPv8 zQg$Sehu=9e^R{yrAXExCY`PQUThswu1Htcexi?>J{kL50kO#4HIK}3~I28cMbeFtI zyF!HB;xUe(3JXl|%?q?P9P@(n>AI<1UJyVj;~ceneKWzox@#ikfWC zGTi4pkY9N++mGrn?JU$!VJJ06MGZBMhxV?@7aM7dP3siJeMlAs?(2; zEBAyelJgzs8BBR&Q23(fOet$8q=My*vtzvaTLD>p+Y_bRIT zyWi$^>^QiYrbbDEJOhwHl-K$Z&72U(Uy^cKY*?SFQPb$o#LB+P{a+Cx>MC2{Bp`q} zdD3m`Y~+LQS5ES>jMCj_;_LU31L9->T+|&{xQx4^+ceZ|UW3M+2XGUzWa9%!2?9r7 zBTu|&myZb!irVzrH)KZZ9ES?^Co@8+Xa!>R`K{EY)mxK!c}Jw=$S%#P*DQEM4l<4KRf-S!>t6E7!MyQKcZ~0aiYT-q|xU$ zy{_B4wjERmJi~7XKeHDT&6_G82`WBf$$^E4raQ*+4$hZXsM==*)nUY-J;JY3$?Z+n=c> z&yQ`f!vnuNzs)4x#b_KmFZCowz zZM}fN-6DTE_0mBZrOyHS9S#!>Bv`oa{)*D_n|xcYc0qqS&CJp-NILmw5H-}b>C1V$!Oia|^@q$pd+`DJmVH?ojVkmH3c^QA^ z{G>cmtUysu&0>inj=(hQFa%5e+^ZIACY;lYT_6V&Op>RUd0L8gw}&=OUrR`>i8;e2 zi(|}s81xbIBU$-`E8A{QZ#p-z1=ueH#joX()f)i;Px(ToY+Krur$p7lF$~z`3$-7S z4)U_1Cuos+s`oHin+~H*+Ii6T%H3xwX*~y^^57IgDT&sC*XsPvA+}>;Tg!lKLak-f zN{-833KiV5B2CB2Ve0M~eE_iWn}}FQT}WK0RB9gdw|Dxh!mCTtzh-xkt-;R-^`t4h zQV1g^JEs+sVkZfbSx%RgJ-12aUGMY9eQHrJ@^3Z_+Sc1&I9WgG7Ip-w{Dre<{*cm} zBK>SMxVvk3ls$Jo`Sl;u)L0DxzHF~&w~Vm=mxav_Q4I^*qUsY6n%XLcH56Id#NzdP z7}>Xw-RnTIcMw&DoV{wUe)Xvc-0I>rI(FoH;0TauDzytLb8Cl>-+Y>PvUmqBeGoH> z!n4NL{F(e>TiwlwfLAN89@DTm6Y6>ba?yjfnRez(JK z?P*|N`STe(HAV9g*G@5O-qrrplUYv!9z31m5INSv#k&`cC`^s4Ks-;=R-6LnT;LtVHT4A^ z%r~pfQyU~bOLBQzYpnD%E0je)DiR!ZE*@#Wi62;hLqjb2D9HS*!jxjalge*I{*w9fpbJ}VGUa9~`n;^AzR{%XHisCs#RcqTn-c@IX4 zXxQr;HX=U9!7{dSf;)vLw@+s0tufG$z)^nlk2Y;Ku`!1S(#P3_(3=xrVzZk>8+yG!As4WH}t){hx950p{aXy^8nTZ(H=x)D}W-Z z{UWGO2D(m*3pRS8x6qh@Ciyo>T9LDR%4Q;r^YlWX##o7((5v< z1M6st(QT}7G+vHdwe~Z>TvTbxTh}xe)fhJ7Uplc$1qRK&B;U#!Je!_~?j5e`oA0fE zpsUgCn~?F{`L8m%C3WS#QPNw}4Duj9aHt$8CU}TKM-`5;AjDul?>4C)9*QC9g?f$vzq!L?@6CauXR%HIPzr#k8^uj@yGGR6?8c= zpHA%mLI9>Po_L{|S%qG{_^0s__n&wFo^wD|W$Kj9v(*Pa0}0&r>N2d6g{h87?@lny zb5~UQNI{r(rJb`J0<3~oK68KWz5d<1-}xr#7unBVrm#a<3dufQ)Cf6Y3?66cm;LTK zX%U^6CD|qSlEcs(X60e6a(ggCznL}Ic^^)N+wQy!7)+$6nsE!r zDW$Lcqg!weCH*0X#2xb~n5_S!6Ys;(6s@Ie(BfdU_|JmRaun?3|HO(Lu2m-_vqdkLfQe>|-QgIdxN^RL$7g{Sg>Ga3tB@z4BW zOAN*e@U{xQY%g<~?QX>Hso=YV^;fgWG&clc!jm>W z%QWT)TtH%NxF_rzpcAhpD%Aa2CwjyNz8ajbl9yl4%3l3nS78xVdC>OX3jWaz+#U2q z^2+x8qx&@|yPXP%qk5;%m!y)pnW!(=0kIJ`GEHeQTQ@5pk2r#8-6ssj2KXU@*nk`P z5CPnVWr=@uS0XfzbYGW$AP<^6`6Q*Vk|E525FQyHaO} zy6&u~|DKjL^^b0`mZ+&6HZi{5?;?|EXGiH_s(Y~d|Ghy0|LIRK_l&8OXYk!2x}@ip zO`)p-Lk#AKs$I-`>HeJg$z{U25YF?-gFT%8fye33(d<4kngJxWuLP2~^E1m?- zE|$8k4OSYZI~_gOpu`hoJPQIuRJT#edsA5~1hz!~x;2|w&ku^OHqes`r(c!SQ1{7@`OUV;fErh$8#`%~ zZ0gN%(Q8jagti2h%P1mS*5y{A#by0+DZGlGijCuSpZc361pqi4BA&`3+X323gLlk; z>lhlhw+6R@0`&4C4)m=$DERp`GmG4Has{0@O?@Q=>?|IA6}I`{~Id?eY=j zES3WCS5fj?=zZ=MZ0dJCVXzNnSAZGAf@YOZ<#=ijvp=+)<8Lhz%dK#8>Yn9B1;CK? zwVt!*e8y|jb?Rr_YBW2=#bE_+EhZ__*Tm5LbK=YU)?i0bPyms0kQqWQ-MUDoDE`S<;bA;LEX-F%M@%P)cMwbZL++u;lr9H_7MCdtih z3i;9gk1QUytL&)XLxIw90~N`yvMfhRzq$u0B$PokDFk|!1xO9k7WTB(L#BD2jGM@C zYpSAO&iF?cqRcs&L)slr@zhI<3Y5fm6SNr2b{$W7dxI5`stdp*ScZWg>`%$5NYo}g z9lczqGkb^YYyivRkn_>)XU9%|>WEJ#Ej?<#g#L}3{7Fs;a4{779=lj)yzH`B9_G9T zPf_K#jM>g=q>nCt!{HMzfsxS5W;NZKD(l;>Yw3V|_RTA)E!%7$-5L1|zSGIhV_8-{ zy#KfY_PRe`j~n+C#`g3g@8{`OGLTi8958@-6Bg*m-sPSGmTF3tSnh}?B$%v}-tRB0 zP^Hv1wZ`{9^$>eZZJ=(t_!}MlO?@q>V)YVh3i*6D(wMp0LVHaC?sIdU&8)nB;!wC| z=-`mvLxAp7G0}ugp*6dcfvILwo58wX!URM42;Y}Q{-kcws}CxfQq(tSp4BE!@fp&c zA1Z}T?hz6#Ssu*q?fD2RGcidlJkX0NI{intJT>gfjJgj+kImeqJgo+{ee=}k32O~cK;0aJ|vT!bL{vX}dKGxg?^Dv?Ki&J&SH2LR{ z1bjcb9!+JvafD&>%iVSWb@7q;8mg7y57S`I&NVXsle)~ujM<~*D=Wv+zqs(0A3U9+019&MfsKA z!aSX$Q;UUM#b1W#|2Os4(ol-J9j6D#Fy=z?DYt1@AT0#c9s;o-@PA6H$S;=EygDdn z@M8Y)6?K@|5u-Ti4cRY;g#ronmg_l~=G2IztjEBD<@bi+*Y>W(=VKboIiJsC2OgJ~ z&4q+OHwA5-F@m1R2I3n%?H#-IStcdr{5f+nLN%0IW~__GGUPA(q`sNJo!KIj9A7H; zJ9he(O~?gZ>lS+Au4Q4nvXlimODo(udHV9n?LiGS+2={Vhw`{dCKBIX_O@C3_nw(r)+9lCrI`%fE)@3 zkd^lN^Y=J?-J=2gdA<%)7uyWkSTEzsiHmBIkgkxrfpf9vmSLa3P18E505 zvYiUiB{zb+1s7>tgDhVaGClMO`W1HJYL^Wf_cmk(@zLI(y)Nv;=7@f<`bX-=AVdTtwR8a{ z?Z>Y!SNtemc*A`#zyRyFdaw%En>MBIA z|DnR*#n**&!L4!SPvfe&ZxyX)33decPG*I8Y*IJAzDvA7v#55(ymWyEHJ0;PR;)EH z`F6?Nx(3t@h(KAlcFNe{y1~UH)GmzocobO3MCI_+b zM3mnY0R2({?eXeu=_M+fxaBrm_TD36djd}kPr+O}4pw=D*xFUFovJ|3pUhaMe5VQj zSW@q@`DZ%)dioWbkLYcFzo*MI{fw)0>Y51yvK9|;sur&3Sht9)Kf7a>?Don#QF-H2;GNj|cvkx!u zJ|;+akK+s3SypHdlG0R9rw%KI%<gPj;9F#ljyvq;eWV_2B#UH20;AvX<|;4Jf`vbiS?rip&Wf2iY@0e3I~2 zBstdowMlX9Z-vJ>3+}op;!5=98i6qTCtjMB_K-~x^^OSkA zn?y65U)VqV1cU@5!>|fh`Yb`7&WM_bk8lQ|jljgoDJ`~>qFXx-w!b;OsGCIu*=^@i z_>k50q14pH0phAU10z7=e2!DeN+Q&U)2>gr_+9UO)a~aZLDv%Ne+2G8ecn?JLxtv> zO-y12IH9vz42 zrbZ^8f9DdGKbw3uWKiuP(0@dXHgLR_Ja>p6nx-_vGg`4FX6)LPfjb{M@bwE2KlDEF zW%kI(0~j~W@sFd4W=*LV&QLVF@JYFGV`5}#{{{V~z(YR&WzKc?f}%11=2v^MB`ImH z!+Ei&nuK6F`yAWrfT?;0|D4JB(mc6)7H9^ox=S6b zPzjI^Hist`64XgE%5nFujbR+BgAwrz#H8fKIP!%k#$kW% zozA*-0s!cNj1jR}*8!FH7xCyCEe+{%#a|~Gx4+8rUb(Bpn~P{-ljo@+axwg9T-m9p z2w?tYn2$3mJJKDqQbh)Xl?&EM&0C8+Z>zp1XxJ-N-w4rI6JC#+ zWpK8-JIJb~%bj#!x0Gk>*^tn_dt3mEV5j7>tI>wPeKKM$?9rN{S;Z2#t=$TTTcUR;X>xLHJ>jNSo0Cr zBd>g^)kU8K6R_jCpd)kC)Z~zomvS|fS#=fTV)&uE6Sz;WQ z&t1u5xsx48J;iSBTDdt3Dp0G8>LR8z^Hy?&BKzAqW1SUWO$81nVviSEh!RYilJP3J zx87aG9p)D0QVHrVkLetu7d|+xKc>r7(#7XreL#nky5@v&y7=y_{EuitA4t=NVy=@*z~kN^5n^QYnEhyFefM|s;1Q+Vl}BnBf}6IH!xS-Rr7#t( zFJgZPE^H^mUKInzZq`m^lgE2C`SwzJEsgu{%arwq{z|7V%cpq$pFWo-j3?gJ#6BsB z&C8;zFiVh$en}y@?lrrhgc?Scvekz60|s%;_bx9g9f*3Suk&N z)q#3qRB<2g6cq%kYR|)pjBy=w`31VxcV9V`18@p1eXlF)cbn;n6%!Z{3yh8f`w=oP z^`rJQm=VuRm@?MC3f40MXF4Vym22$$dPT)vY&nVD!CH6=x+J=}wHWc|fR83x>CI|O zT<+-^0&((3Uap)fOZ(6t8E@YRas*Al5smhMsjk2m1&}Gl_kw_ED1MmbA1gou7b@p!+Hu0Rn4;jq@IziVw=QcuPNY@BEYPU9 zg(cqi(LwiW9FRHXJYymid3L)aE0>(|HxOQ%>6g!uY2N!LcwPsAL4}^nddaiwY78%> z_K%I1O8UJVE_mnOd*|GpbN$f3Uh~-HhX_A@Io|qOcVVTpS26ak)Ad*Il_R6`A9fjL zl{Ytkl7A1!Ny~cMDsjCj^H%f_(gDp(H*;3^yT~7Ge{NzE!Db0x>($+#bbe!h$n9Y^ zYL?-JLCen27jJJ`eUzYQ)O-|LEoK7MH!Ue!`;!Z-Shw_ZNqg|0%E~xid5^(j456EK zDj<}DLqJHmq%8S0x|_pC@y8GvZjA0IVIivN4a#d9c}>eMIy8gG`>d9Q z8FWF0H;c+V=Tnex56W|eZ*q*0vKjr+8h>0#WBBDACVjH;53(IrrbK3fc9`;EtRwo$ zap+URv!smp<@^w|#F@afL2@y0N}#b6cJ%f(kUD+5!x^56rX;9whrFXto174~Ow(d! zSLrwBT|of)fQ7SEty5q-EXE3?vQ41+IIl%lo?++RtcSz|CQTQ>U{W@Zq4Sf}{Bm9r9 z5IO-6?SN+e{c`}h^Jf^E7HxL=A93Z*Ke`@qIMBhHG6p*N_*&d2vbLZb{1FX!mwj)< zEuf2@@1G68^#)tOt)2f*CvAR`&u;l+WAt)Y6>rbcK>qnwpr2E+e_DQFkBy;M zC*Ay&u3mq>N-WQ4Td%*Zc>zRK#plr1Sk75Nne(j zjh?~nX+5BNhsr(8lUePNrIc5HP2Ll^2cIanK0W}H3E>D9DOltTcZA-c_}#|vH}uPH z>Xj_nIfpKNRszqRa&Nt&bIL8hMQ1RYQvP;vFejHql)tRI_@!i2^vIB`sCe>xAa&+Y z(Pz`*z_Uhse>6WluPV5FJsKYu+15ZACT#^@^XL@I+_aUBGaL!@qxOD0d1V$oAGj2x z$3&|QDExgTP+!OFmE6&qvt-!G--j-eUG(uZAhh}KLuF?sF1_ttZQgT8sY~?t!d-J$ z=In|KrZj)5nW-5Xa`2@sAL4Fw7bVAv_A=@CAyvhDT^3e*8QF{{X_s5Mls200jW#co zx98M?F)F9RbeY%;;^yO9-;LMUMHodyWpdU2p9#0v$vn)sqgB)vdeLGgYJTJ=qnG!L{l~;`nh@zHhk5p{(E804uebYB zNX<}u=^A=2ejUu6ZPE%;0l*2*$w$>w?HGzGro5{Pf zf#RV`wGu`Peok~4v8-rV&~_wt;7O%>&2xwN=*jJy|LA_K|6J^AfPcK!y8$gFM-ZSd z_b$eq#^jV>Z+|E=-hCcupGF{xOx$AQlTKN3){IJ6N$#44bp^_{Tb?Pa!I&c1U6YsI zqg1!ognzZ@ENtR#&Pvr^?J}W$&$^&LDxF%JPD*f`nZ~$$7l3rFT?{nF3>OO}tfV(9 z`Wl&E8B133yykx|{Q(~!8B{KEGnPNc9gq(}W8~!)l?>i@P;K^J5%@#-A{){qn)qq! z6$0%|i!Kvh_c2Bbvl737m}HMMQhJfmJiDxL>_>zq0RdXuo)hON$YC`aU0wc4q8~*? z-Nkz9jNu&Xi^Bo|fz320&;iEo?_J{@9{!tbEmE@R%b8Vc_$GGYVGi22jpePKyHbWh zw@A2EZ*!v(3*gUqzMo$lgfrC){qju?SFUJ2P#$bMPw4~cPLeFuZgS;v74t^$Yy^Nb zE2`|bY5cT(!032SyGD#9U5UDwAh~JaW!YgdFb%p%UTw!`ogr9~;)B!OMDiuFgw+gpmN+cXl0WBMbUz#Fk<1NFN_TWRM#^|&M@zeXlH`;ei%W=BuHaRC zWr^4HLmMxw)dfdEmL4bNV_2JqZnw8iFweKLMp(c+>L~x=^z}T1S=Q@D?T@J6pkkcV zA&Qd%#BAF|wW!BRV!>YzS}gWMVi~#GdtAFbxg#i+%IkWo+4*+&M*-oEVzy?2Vv8i) z(4u2mnuf=gE4%$f^b6lb_WM@*NIz)Z$L>pcMSUGH&&YK$p-qF)boL}L@QjkLDB zumbz}&_U)n#z~}Eh5ZqOU0 zkZI^Q>x+A^HpJyIETuM7CyrNXDLQ-A>fMa&CHOx&gc-Gz**vRebsGKWWaHuT2P^f8 zu7wf(Uc*Tkn@|5@&@+Mwdi^B#>dG>PX_`P-XZDi^X zsBE$xca>=m;h|ezIQ9TpJ>Oz1EvOg5O(S;nIZe1giwguUcDS5P{gP8#y9buW|rJK7iZ|+D(Hf5RbUf9(`xY#>pcVx?XR@?P09_zN;G=-K_ zNM?Bqjb=z2VrP^EiFc}{qTXvef4%M%*-snjIXn(>NWD)pR!Ta|?`L%gor)fQWVxtZ zDrRZz2%q8_VTkcsrp(knDhmHGUJuT#hR6tI&NTf*-dEu%Xq@Z|y4!eMiC2d5FX{#5 z)UG-c+Nwlx~1;oiYV(ZGW%N*m+eRKP)p(VfG{e2FLBw}qCHZ=B8TS*;?28fH$EE9|KLNJBZ^I|m}l8;YlJ z+>6gk4K3l5HvOya%9~37cMEfVq&9#~BW~H`D6Mw%$9O|yL%Pz627?zl?bGr; z;-*xx6RHPX1f(daejj`Cb9`sGq7AdW@DPsvYs^+oecnpgLcRHw-3;=)b*u|v+O*;> zu=x6oZhEt6FQ0bWuxnKS9PJaE%#M^=9E8dZ9S*j9?hx^jo*4#r_aPGpg}gRIt16|z zw?wVDo^OTcsDk4qXNH*{OT9W1D=3kumBvW-Un%W8%=4A*okyevQO)zg_G891!2!*` zzbncNzb-M44XE5YLxNC&othMz(vi04yj@%F^ZlO9_I{TfNDzzG!JtwIt6j~OBFV$z zvcKV5%o)T3z~4lrlF!URv46#VvK6%ahvTXN51)R*Op9HuFAyNo9(*6_zv#5{xU*-~ zi}jFYJfcgjPkCT&;X$#X3)3)Z_Yp0XRF_`F z^-0Avrtei4y+Pr3c%1V*tuy;QLx4b9sfIr^vs{g4c?YHFgHz~LHJgOL-4umDx8Jp* zp00Xc_q#eJY@Ykdi_;korSPR7fYJyd8r-b=9d)K+!f!H#H|ov?xhLg8geR^?*!l5o*zJ`+H2Tuu;p-9Zu121 zb0uT%1?gwCXFBVc$nA-;H8D4IGjUS~x zB$o=j+c6UysSt6vQ&oJN3ofOxZ2HdD;3MYhG;V0sr=Po28H}X@$Njx&f%YMnn~ZHm z(v$vv?a32*rR*b1=Zd+7vrOL#Yo)Gv4Zmu|)u0{z(UApxvOC1DD7mi(e#Em0@cowg zLhsgs$kt3*sHd_dVyq;FmTCt??FQ|>Ft0Sj;#Cf~C9V0NH0wuhgKyAqRx;#m4<-2Z zz5Y_9bp6SYE2|;6%w2Ljt-;=3!MY`D2BzA?k?%ib;4~rJ?cxRJBgo_|oW6Ed)o;!^ z0rI6ZM9Le#ja+Box~4IAg#;Yp&M%N>B95}J`K;lUnm=_E9YSO^Phc;BVn=F{tTT^{ z2-XN#;4H2!HJxu95uw&n6xE*dOYK~eJD;Gk`rc}WL#+(qIiyuvqjaoaEZkk_HH5aA z9ZOUt%TvUkEx0;%`hxEeQX+Y8s@41Ux{Lg<-M?UT{wmYA3`c>9*3R}5+rfF0KX83j zc23{z_7mTAtKvCPQK{_9;}vI1o|L@ves+%T%2Kdt2n_U@?~0+{yURxvQx^qax@8#u znSAv7O+;r2F==_k`#6wIYTUz-17x=L){WKB$OuSJbI2|_jfs>oQ(9d&H-qP21|bfR zPjtcF+ulE_WLBs`L`>};6R1lA12HIVILg>0cWQgIahc7_zuW9j+TMi}o{{w6oPmh9 zE9r=eD3b}bc0WZ!ucObodWg#Pd!~@l=g+h?d(w4-s)yQ^4n5qHo;#&1P;SpKqV-{- zEiu0!j}lL3HCJhZ!TbPND(=#ZIXOZFFc1Wht*%;{^F>!?#Ik=-N3z`iDjoonitiaH zw)}|n$bvflI%0t3cSQQ{V<1BFa6pR#K=mFsszQ z`6qTlBV`E{y?@tXyWc$k10`fHGPTX#2)<6}+l>e|%$;64!DKD-eXtkK_JRB=tYn$* z$>TQFH!rN*p7Y=tO-P(}atESTN7Ia@%cOpQ--c`$4Vu0`_RvYnoWiJH9jFX*k$Klo zp74qu9-U#2U!t^R55^jC{r(+3kmoKlIuk#Si62STp^uyz2o`MXS>(C_4IIQMJ|MsH zz(>wx@|0l=uLN49iM-|(8bU!jk{ux_wJLlKa=67!OHPhh=Sz!!4Lr5#3(cbcJEFA^ zw{$mV4rR}3MU}CvavdC$_{qv6h>>rPOqa5fp6skL#En*ejfz&coSqNbSt-``YC#I` zW(|+;JbDR+nUxIf=pZ#QdQwlTo|`Kx7>ERq@1-6$oIBAANVU?j`o@wwx2;IA?rL%^ z0#fnt5(VnbSCUFAb&Y+&)q578aURynS_5pNTh#l%Hio6e=12l_Tu0i5R1Gt=O^E5p zEN7CG@+M9k<9X2^`Qu0HCP=;Jsx|BLIsUQn=DOMZ;B^A5OA?BD;6H93%U~q*skc6B z1(k1k*4DEtwSnuZJ2*+pnheYLuNbSyv4y#F#&m&g$reTm##Uw-JE9!SGj%gyTWX0D%;bdH3KeE#aJBipIm{ew(CbZ4kaR4n zu!1t%*}{Id1RCtQz-|rvj_x7UE#EodP5WgYoeigr$Tf9_t-=Cp?|NoCQWXfd$)z0% zu50cy-gdrAS!?hIaW!M~B4hj`Nz=#RT_m^D`HlUkAU%_QIh}XbGFz zM|B)Qc3C4QoqL?Wu5YHN8SK|)dzE-m=@@bYSFQ{o>$OH`0Fna~xhZO~}JJ#In5=0lZiH5M~$jC_^? z9;;itMj2)t4P#J>>efjO>)mC}cBiE2Sy`8<;kz^v{JW9zFS$ha^mCFn1`@m|z|{VZd! zK?-MT*~+mPFE^gjIb}S2A|B})tXlXi!1Yo0)!r{{OMtzmHrA-Vg_9s|vL_PVhpUV6GHxp`Hy(EF6o@X~ANMWlzO%@(zYAy=KcV-22K#Pv zR*#P%$L9}}60k%$s$iBFnTYhS>MI{#sEujxI2+#(XrFjueElUO`;=!%Ob%*jAI$~p#|lvd}BD0$xaC<%Mndqd`^M3r8N%nD3>5_zu%Yb{f#UF zpAUAnJO8Te;-iZUk~`;E_GQw2zN(3of!A0@$>LqeybX!$8igVo-*6@TigYp2r5>E1 zAk6b0sN(wGn`{gyOjh?rW#7G=`-El?t%RCJh7rJvbI7P&DPbzJR#Y$3(5Rzq7O31viHO560dzsL8Hv7e-M~X)0Zs3WyQ`=|xCXgb3V# zbg5AgkluTWih$B0AiYGS*N6~0K?xA)y>~+Ip@x=wU(Yl9oq1=^_v8DK2~5Idk>pzI zJkO&|WH6%%5H7PVGt}?4Uoj3>ew~6U#u^8B6J4r3-J?Z=%*=KtF2TUq<=Igo= zu1}?+)gRQlZC=fpa+ESB2wFm~5dOie{n7^4{M(p3tGlL#$+dT`YA?BgY!BDoe^( z81y!2&`En;p|GkKCHpR>=SuRG7OxD!9ZI!&(*kL~G~-9j`+w3Rhcq8#z1`RfxL1~i zD~^12RnW$Y@xo#79b4Rhyxp7}{ldYn59S9z`;>2)zi zvGqOjwpIT4cp%9|U^zT0Y_C{bHw#aH<{UwkE3nB|A{ISQg(|RqI8y}MVn?ukY z;Jp8bX!7CJzch4Iv9U95N_^I&f0jmyp2+cidz8dLyr%LQ2K4}WwUyF_a(1)e6ofI+oW*D=p zI2NZ(rx)Ns8?&Sn(Kc4aeZ<$|Wu5aZO3|=Dg`brAC_F$^B$Kb})7jtM}gHD4@3sQISoZc5|;R{k!y z^@4;R$@wKko#9Zm({`v$3T6AS3^?9G&MTX?W;AP+kSQ3@G-Nt%jK0L5EAlN{z*+-; zN8=B$CYvPJT78)b!h9_7Q2B@?K-lE`Ezjh}U+jwgw(#uxb^KB)g3O||eNV0R?u&r7Rwog2GT+hXWm5@P zp=#UNi%6pr=8t&KT-tS6BPjoi!?o_ui@zck)3Ejf`;QJ9gwM1P!b_RbQKhW>P`&JmtQ ziPhcOaGz7@GgO=8Y|cWq(qGvmpclxf_Wg zEkjL%hu^60j?KO;Kg&`dA^Zs_wmMF+T=3YDI;9X#@wkl)f&T0iuKukSJVc1phje&V9gH0gvqC`QNHOE4#+$_I`o^gg`;TBe}>lXCjRAqQti8XvpX3EOp z_P;ddbqZV$+EnYRU$yghuJcu>sbHXEABCP0=Le7F?H%^>uarAKyf z!ZGq$`Cs?Ig`rX0-&wF(`eLokcbTluMSRIsQeY2CNH(SD539?Npxp2V%l2LFXJFid z)qNn`ef8n#mM}iaS2qriuk*fRLz}&o*DFD0G5E^f)!(y=Uy3#cR=sAsybeDNZgoc3Iwm}totqE` zxNC0x)yH=S;jlng@!aH0h-8BLBx2{W$?Ey?2jyF38!)Do4}pxP#A9aAo&fdQ3|Zi5 zA5wIj0{bH^m+axhd~RE8@z8c+t0lTw{3@{&w7hd>YQk+YIuKI7joMYQu!AZY9%ss; zAiXt!;D|O8e*Jwh=QuJQEG7d#cH)jmCk zY99F%;j=exHzm}mA*J|`NLC(RMNXsUA!V`CYT*IHsd&mR1; zE@A$<+`?-)74mTPxO8}T4ws>Eiqa!WVTEm%_UNG-6I=~fJus~BwgW6rzXsA|7~NXb z@5IN?J(^C{kQYkj@}sM&K!rob{-qHk&{?H^SheDV7sc)6&~0KgI=?#aFeQk(&pv`MI-V{9Ac)T>j)g{BjiU(L;N$zWtk9 z7Wju$WY$7QCG~!}Ex+B$tMr-&fAi7<*;C<28?WDbe~yZmKPpb4yE2IVl`^OIH|H6m zX2h?SUi+rs$LsU+TYpWC&Aduk6uIrI!Vyr~4$Av^IUZdbKyFP-$LkHAVgf@oh9z`S zfNm3RemT-*Nx{nVs>1JryfBkmsLZ>8yltL1OXw|@t^K3o23SjFt&CcBg2JtsRa5LuYqbrnSovfR(2MEwq6xynUItDE_GQUNS`#!CzJ&U)X=cCK zFfZ^)%0ePo7S!QeV_DAqc*{DLZGrCcZb{^Hh5OerSrm*yUlcp55-(zo5|C zZqGx(0`u+1lcy+{o$r&bmq_3r`5F41(bdGvp5f3m_P^b8trlJumoDW`W#Dxe4 ztn2vFcysaX^%o}lenf8bdZnl(g>A26%)Ty)Wp~B9o}U+R{F8B2EIPfgDnlp^+xtP= zwEBRW^xar2U@gmG!>i}G<#Eq=qlB{ks*#yX*h2;IxufL08;$h=BpfHRKB=eLeY6M1 z0J?B?r)^l725Bb)HmUSWiakPsLk8kJ6uhhS(=?I_HErpGXX1^I3A9C?lH*^sc0-R= zSB*H3?&k5UtIs-LvFo;u%DB~yQ21_d1 z!bUcP%+o9g-5J_*J+5zjpc5!Lk7uC`uqKIDoii8cFQM;BqU;%3>xN}JDs5+E7qaa| z+#l+)uh*s(_Z9=BB_K%*4Oq-_oMZB|-rQxkWxC@Wy(~boY8E!GXjM(KQJ7txE^jvW zcP5NOv(A(-8p=}X^cn{*PP7g+$%~C&lphDoHE1LRng6{t{%+>$3V{pT)fkSvnmAY0 zobE^1yV?KlXuym^aNF6l=F9_T1m_^v`KuB+%8x&=r#-kd_v8R82z*C_M+q*cdh3bT zNp@N64Rg1B9PS#sjmRFw#>N^%cOFmXR2#*MtRL}<04jF-`u|O1@j|hi_ zkuz5MR@GKO(iiM{2w<&)>@J2EI(&z%o0PftJs`~KPpDw z6aI^C7qwk~soFcZ-lZycXV7_=+Wo@9)=vMEfNBd$0mXIpSmYD_p?{oqjBi6mj`H(B zYgJf3TN>lYtnL|GM3eoW#>%5+E$vi6gwawY%hpf&Gp9g$BuoN<6(j&kw-uF_KmM1u zeQDyHM3V}Ngo=K6_IR%Dst=RqL1kh7u?^oCdMAI&DFxfFOA$&B3#D?NJ-}GR0Nq^` zjwrlnEnlqlJCc8LZyV#d=jHqdIODY}HySiQ1*At;%^sbxrv8SMB{m(`o09Hto|(_D zyqUQ*DekwOs+@kBpqnDsL)ZAE$akwJBM%HfKT3P7uYs;db8KK~ z+I-~1gf+)8BQQkdrpUS_M|%Fl;zqd#0@N@0=zXLI-*Pw8q0@iY% z@>VIa1aI_Dec2uS!*8WJz`cgVg^=AFX!oca4&#?KP4pQ|Aqp*cmx= ztsZgZv?3EUaH(Apx-)x_`mmpe0_lO@tVGK8jK>A;5w!;fIT&`;gMZSVn6Qv-NZfrD zbrINUM8+dCjVs3{Yk?+9+nYYXbi!!xPHn@^_Q#LM`5SR-QheaMceVWh2=Dy&Vw2RV${(RaHFr|Gxblf5#$QgEX+Tcw%E#~#Gu1^WiU^_;QM zw#?u-GR5-7U1b_swuH=tKGjoq$RGvMF-DZO0@GGtExDUsu)cdlRG3K%eZ^# zxw6egEiR(bW@2a*{kMV4?Vjnx*@o+zpnn`Nqaz-3ZcHxMUgX0i=CE}&9+o*#KgOFl zT|v1a{KXpu20!@RTr0^TdgIwZGO^@;qm=j2V}gHRI~mAce!gZ zX*^ICeSA%MVoJ|a9`Hfr`+P=t2bt7p|xK?#2FqrP*kz1R8F!_XJv?fX4_Cdwqv z1owV!OKb=+33%?i!rijQ)J~^#y6CyiSLX4>d)l^hjkWlsb*s!BU*d)pS8eSCF3%+# zQPkvyl=OFO3Eeas^7A0rHEhojzw9?S{jP+J`Bfe{b~Kz-b~D+UII%Nzef2o^&%2PJ zkV_jka8O`)(a_TGRc1}UIki)ZE2jq608Jvh?^So zn-GF=-`J{eViZ>hOB*X1&pDykf+W8){+H&>PD4FvZ(vD~&uOoSdJSM3UW&ty$hyGh z=?N$>b$%CGKe!KE93e?t_8;nwj#*}dOuFaG3bVY&$F}UlTGX^#p-XC0xf{bO=b>IL zJ}H%Pa>)U*4V_ZvlTTWN!k>%w{am}E9Bk_68&Jyq{2)s(YS3ApKg`E^#`N|6@_3!r zI%9O&@ISReRli(9xrN=-p0(E4>zwkaL-|x16C57`xwh*A%JQc&{_Dh;wtMI~m7tfe z{`g9o$UXvZgwxN{TjD20ZmKHVDPBLh9#Cwru4fWkhC5AGARe#lyhtuw zP(qS=k$h{5mC0voY^q5;RRiM&(EtWJIN;4Yo6q~!Yms5I4 zyJ*=sj4Sr87g!H(aLAX$8Xb5@96Zqzo5tF*scB1ipL>;2O!w=%xLt~*#3JnL7YCO)KPEr@B)BdCDRjU zYh86-z{2W7!NaYL)-A=X$5!_kvjfAITi*-?N@a=X_oqz?Wuq&LUBM&}6EW>%sY*=t zvX9iK6lGtBblhNXX|LQ7`Z1 zT9xUy{qI%;8S^fy`!A2kI#?#7a|2qeU%|djv_2z$bkYZ5WNa1>cn?c$?!m%gsi&hG z3N5dq2BQ@xB?rD2Q|x%qN1;mL$wJ2j-h&l|98WFhVo2TY0aus!VLRqq6(1d)C|mXG zY5b?d0(~`Gz`HVx-9#wRwWrdb82HuVm-r++`#|=l)=zdW;&A-iaikULF6L32@}R+P zxxGN*aJE#yr?bf$>qe@ZHr4RF0UR_^WV)4E8*JV8Jum3PnJAS0#4tE6VeXjE3E zEb1s86iSF}vw4lY*YPs9;;jki`836&`1e>haQsjWRyO0$L#T-|dAD{s&^~m(rAmFz zchhKDgbOSGlk8mCQ8~?KCGXn$3b?+*a17}>)9MM&CdtuspjdtJWt7AG3zw}=zVH9G zv-FH11o0t3_XWs4Bdz3|TRWtuR!b7Eyj(}@K;k&%I&)#FR<{}?w2oDFTAtg@inU#FQ zB)mc$cE&R8M`wl$+dSf;hq&s-C1Hrp0QJR&EqZ~HSGRIGw@ttjzUaLcmi+e*PM-y6 z7e(1Dp3cPEtOfS8BW-|v6=%g{Gc&{eYR|Mi(b<1uNvgV9F=p0*%cqbjdYKj*mXaAB&WDT;bwYmSt zqE*k+S0#AXFY4jJ_Gc40O~~MH&9W8ZZGmO076)57%oWQzQtMOt@7Qp-2taP6qlEHl z4y!Id9}|SY{pio(*_J#K`509KywhrY13P#t}IlF|3F; z+APB%`1?d^-7dr$tW2He=b@<1X%)5MuGrPRNc!U%&Cp5uPP-m{7ECtzEKG)d!7=H$ z9gK$%x@UbKHUoQNPwdvw%jCR4iBcRx?rDGLY1sz-8&%$GC&hKN2mVzeMPMg|E@X|& z_Y$rRHEFV;gwStU$GPg_iB+)KR-Cf8Jxs?prKK@(Q8p`I3+-&okqLnpk1w zGxAWI>ek3-Y6X4kC-!1?bha<7;6*4i`~_HZD8lA@NRs*Ax|qqd2X7`B`N8q0={wT% z({TkW!(`$@3I2D{t@mt<-n2O=6-+sbXiVWFUvOIp*^)WU*>#;a*mLPtW$`$7+U^O) zR2l~d9awv^%CBFRnF)QA_L&C*bYkOq|cr?3CD_akFzj`YY|_?6#T`SC#agQ1cz_iq)^MT;{v$F4rq ziA^@w(tTLWQXrHVwsSr{ZQikD_SftE6m+Xrc*P3OWMMBNI$>y*#!K0tzmtS zXC6zukGuk;K?YhRrt08=e!Uu9v<{;ehdP(NgxoqQnho1jln8OXTU8(TD4$NghpR-& z$uM^vsv!oUO%!VyX#(OfhQlUZ*c)==g+p;pZUOe*p>i5FENt%&81v9gjr4$RZ3XHV zuy3I38pi>3;2eACV-=PbIj2IXy})F}xAKSKS-)bxe;6&p4q?#(l}o|E1V+7VUPb=| za<`S{FD-l*tj-SgbRx4HcAppFbjMFgywmpv+5Wg)0y)@RP~6Sbf6;ULyi8N!5gqopfXUfB=O=(Fy{_6uhe3h$0hS2{ZK7S z^T@EkRbZi?FkEmHo3s<_J0xdS5?%8icdl;XeOkzlC|OWPe~cA+)vWYqgnbKl7awT< z^y$Ae!EW34j80L_EAlombg@uKWN3kZ9+jz@tkzK6{|<9gCbf-CK%6ICHgjsj;)TaS z3v6h4bS1z_SR#xJTSD5~-}`V5T1S0G?L5~VXZU?jRUl;3XQekyF4Jxzf$92VIb3G9fQ9OTDy=lE7AI=(3+kRqUWBGFVFUq0WvR*>}d zm3PY5t^kBRnl2jJJkk?jRIGAe`DK92ZzgUbGNte7X~lc#6#3V^I`_LTKVlwi^xMr| zosJr%W(?9W8q`wRCdo77iEfbYB!>QUhU2$4hEo(*pDgcwXHF%I|54Y=h@X0AR+SWf zb#uDD{GZg0*g6O^V7HjEmIV$|d67OYchDtfIN%CzW_NA4wB;4@e?4sIJYMR`4drRe zjd$Ve$3<;HG#%^pbO*&MI;S6{0lr(FqZ!)D2{U-0!y?`%AT!2nl_FtN- zy3v9u&+TvnC?sj9@e>kGWp9~*ajG~?Q!o2FQE#9wWk<8Sy7iPEi4AbRBpVgFG_^@dK(-l!yAYc@)_uTr=@HfWM;-bd`x$v*te7faW^EMl z&lTE?_bI0xv)$hY{5?`_Bptr|<`(S7kKD;=`xpjLGn& zSawR!oEPcbGB4Fj)iuXjckW1b!;Db=yAseQ6<52|`|_=e80|D2oBKw`AFGRdCIEJR za4d5k#6c`!x^agk94`vL5bYsIUwE$akkg! zFfO;8uYGF@m-^oDpzx>?q}<8nYONIWw>Y<7=)=P9g0ttd47qdA>Q2DEa1KJir_4;& z&ganVxDtlRRNzr_HgnYL3O@R>8NQc_aCExOp%&*z&Zr*_!G4Z>dP`9*l$)E+X=T;= zTm1Z1v{JQfJ@X+x59SUpSx(1CmGE=M)yb+Gru0=$*B`o4hx%R^ztkD1F}W0J^tc*nbS(d1 zdEIhw-O@B|YlUcOy*uH)2X7%xc~F7M?&65K-q71{LnB`urTuMFzgiTe&Y5xN%Bs=# zn+`{Mofx4Q{G#GA;3)2-F%UW14^`*n7BwPVydBxeGJ ziPcD_@kCXay5cgs_f$ae0rv{1#lv9?W3-ude-CPnTX3o`d!30W5;RDq6|1qan#W1l z@9`*F_$)VgowSS{2lJ|5X>nmq9~>kO*>!MCRCx1aqTZ}=UeK8IllDSuHWpdlKThJy zy3IHuiCvdmJ^a-r^o94fZPE@+iJP^po|vfv9LoPK_Md4B2d*i>#;KQ}W~3xsJ9QrN zIXKMi=Qs=CIqNZ1wtZHnP5D3;g|Twrs_dgX`8@;T);BHE-{@xr3P6%i$Hq|oCDvi&Lsb(sm4;%u}+v9 zJ1P2;XSU~!|I#e1P#*w}Yno&TH9p555frxhpYTZ$C|Q@c)?TvuA2N|!;kT<+vX8IX8nt3tLsBDBXGsj!jdSv#G%Uy9(;6M1{F@M75n3Hv;A^_ou8@B4t**3B*USUD4Q?n~Y>JCaYILLD#D=G><7&(VK6AIF`=Ye4&q zXgIN3g=PO<`il{(xL-bBusktu@$4V7P|oTwPm})EWP4>ix=(hI;J1j0bx? zFOW#glJA?JuDMw2R&0qzQP&<{8FuRF0J+dUMf0DLX}zp#FAZ0Vgo3_)vaYfD*|3tc ztuAf$?Y3ebkyYcinq|Md+WwKuQ(B91QPLu}J;VppiF}OgPk^yF=MH$A-X!VAxc8)O zfDe{P6vc$HRNZG47w!HXyww?N&D0*1C0mX}8R-}-c+ipJx^Wr_ z=4X4;rfqr!*8ba8dH3QzEYO|t6}%V`H2?Lw@VPEv2^-dIjOQ4bUR$$`GQ61ukq)}B zuK#2D^SHjANnCFk0>Pi^+OI207Csj9Y9w#BZ$q*yid|B9z2E? zZJ#5B%;X|i!sah+IecE7#CTbGe35{!R=t5L2>7j<)Zdxq_R%n&U#3KF+yLlN zGU*&D3eMNc>0`r1{rQzxG3tk3-+2XcjGmM(lwoC_=A;yXcRj)#&(&uYemU?up7S z>YBIQgo*pa#Eg&CuK}|Fw!7tz1-`K);R2S!$Cw(*zG9i`Xh-K8wB}%c)M_iJL&M1> z-p$AH8ibzx!=n;inls^FJI3k!W%Js}dUyu)wV;nPa~9~9o@hU?aPnpe7u1!mx9B%* zF9Ni*r@RO~GL+x)?jxKRoVWJ0V54skoX!)o3n#{#>TU?07D8Ib z4->;73X>jtk`PIi!sid4E5jEnNy>h!&zL?f`*lU`#chWhoc6SJbStmONmpjuJYN8p|-7Cs>@#{PA!v*CD{E7CkVc3xwg`e zCd;C8OEL0N3zO_UB0JGJcex+B$&0moX%D3e_c%`JFV>tE`(N7cat8~OnYtPyM)W5Z ziz6>wQK0d?Tc<7OUHdC~&fN2F4Ns6CwtweWT0x$k>49?n^P7ovWtrD68<~KrZ67a3 zA2@AZvf(Gv{veg;g`{ppO-ZKh7a6}v)=TAjv)T@DD7~FM+V35GIMeW%V__XzOQ32v z`CX1_T}-my`l-yWa%BrteO`i^jZ0zKd_2oV6@v4bBP2}mVVj(0_k1TT@KQ~XEpU)G zcnH0NnyoA&+cZnAp4g^p2|n863l$7O)$8IAZL_C*0*5*j{o0@z#1Er;rd%1^Juiz! zO*)tTDZSt9b&ONaOfV}5ziWM^lX0**1pKVg;CPqZ6O3~U%eY(HcaX}EE^kog#oMdP zPkg5Gv@~$b`ukp7q&J{MrhuS?7RqK$V{?>Tm(7rj*P^4wt+RoN3=Z`JP^)gP(_Sgb zyJR=v@l&A@Usw{9^QjR!%QE?ZHLnfC=9afy>c<#)D4Q-u0F`YIgjabg_smbM6U}nh zp4i0Z?R9x;lD=@IDlRYap#wRdfsZWSdTCnQA6g9#N8CQz)(4KxcU-W!DIHGO4!hO# z$ILf4=}6Z#dJDqjQak!_a-q;VS_hT#|?=bKu@|MwKbwiC!n@mXU7#J>naJ)CBI)#WRSpgES1Gmfh_U2Zvo}_ z+cgcs8|^EjB-6ZKifT1}e*Dr-mncg-X4U3@bgb7DeD0XO6z6s4%~4`aH)v1ckMwGm zh)r$-<@0a(Z6%ME*K3&TOZt+6K14G@eZP1W$K>z(e|nCA4EW;IqN}R$wss3|Pgr)H z-VLZO+2xG1Af8<}lbZ09j_VCV8tuq$-dfK+a~!UGU*sb{PD9k5Id^y3e7tUVe-XJ& ze&a3)yMvsll{kboi-C{X@*65er%zdc$*0w@mhiO`A1DV{c@R6ghpyUO{L~6!`q2yzr0?i`xFu zk2qrm1<3vFjQH@QVs!?4zmliIZO#%l6Vr(m0uOS$ie`^mQA&AU`O*U4hCI0nRE%_C znr_KN&~}Szob4-*%VE>A`$ym9zj>h@)p)A-!DiZZZ>>xwQ(``Ief2F|V1|~+=^$5* zZuf5qY+$Riy?e4~q(^dIT(6l(ILuG~RkOWnpz+7~1Zl)u$U{Lf_Fj4@mp;~Yq5NF* zDXr^@;|uSRbo{!@=2H_M>rf37H&>^+o%B?u8d$BO$oFCwR>E6_zlv+xzJc0dqjP79 zr71E~TQ>TZ48b4H3Rbm^h!lg5q){MBbX~EHZCOCmUolr*@~mLJOaB5P#q4Q|*h`?C z8-LHJ*AIZdM4;TG@t&c_Ute$J1K(by-rCvBtRKYDkH1e7vZ*WE`0lBVjDRZvpph<+ z3nez|AgjwaY3YyEuL|x=S0=f=i;CPddd79~wyY<|zvt`*;bp%!urIcr*a#ffj%B;s zZwuLm&O`W_5NhQ0d9!sqQ$u<5o23^QX!f0X=kXB5E=MBU&t7<0|E603yU-v{^l}?j zB$S|09Xq2{fz}>)V|U#gn*KBIO{@mQAkHeN(6mJ^XF0%e1F%IV;CwQ~YF`$E?Y{Cy z2AZ&XV4;T%zkcPDE@d2S>gC7dzy>K#eNK}iqxOL4B1*%WHt5Cfh}TW6$P7B>AfwOT zRYNJ<7o~oWP29G~y0JRCXO?(9Ks4)J_Y{Gzy4XWD{#Z|Deqzba>6tYT>QnTE?StZT zEuD|D4*aqfUhgH%S+08QRr)u@Sm?IuvSUBNB|Pp{ZU1}@Kc7c6RUgFtdR)-bmY>y* zyzh_mi3)r%)ad7`d7paJ;Ndsk{-a7oS2oR9BD)r$prB%W!oFBD6S}JR2^W~i+H_YH~J3jC83){V((qG;xz)r zv)k+b1 zBRmwI{=m=|+Ku^Xe|EE|8B;MeRP|Z;Wfhor$Ly!eqTH0D;At7{k>QaIh56v5ZwC$N zA;OTC{O^tsrrG;9_tVAu+yz6B4(4@_eeA%wwRJAn$IOU~l2FD+`7cOM*!7@KXl5_0 z>MFghrgd9~F(la;m3h_!pz{EgK_y&9P}`yA@0r0+O2^aCsaK)+>Q`PF!Lg|L0EtZx za>C3UJweO6sZC|zZU|qZd)qmv53jT}aIe?O;-QPL;ogh`aaWeive`jq2j77|8LUWh z1-o!ebBwak`)*K`ubs07ujC|pm6puxyqJzOC@w{qey0wA`9|OjxqRRgo`|B)@y3@F zzv3mMa2=G?)=K$XBcsSZfr+e_b_5i6TPp&}e%#2iDO&=k8;YG!`#7u(eQ7{Hk?tp3 z4bC`N2l_$0a9e@t^OWMw+E1Ofv3@qE!^#U8L;J~g`YU@nP>Gw%Z1%cq`v-n?yWq9~ zWo_Ydml${p?MTYZz?s%n0iR>`d47I!*9PD&RvbOA{9fLRI9$gBB06t=0`&?)fR>YShd8=>|2RgvsPEby(S;fFhtC#hm)Rw1`!U z%d_9=dO!dVUiWxaPq`6uy-=kBye!iFXwY3RPk!5K_#g;Vm~wBlUU11>3R9wrU3**+ z1P8i5_HNyu#Wg-d6+6Pk_KOaOByxVeE}Ub^#wz?f@?tgF1mDoZ@CDSWc_U)04KD0C zoM30WzP!zQ4hjP{%5>Bpm3`Pm*lhNI`5!lXlGt62n*QxiHbLY#){Gq8RZC=q_|&~i zu!C4IX}c>Z{hNQk3qj(n+#-0N8{4@j+GU;oLdC$ISuaQTCYk$EZhTi za8FOa75oMa-jUYHbRjYAto?WZ)A-mx?fwPlJpU!T{@3N^j0RZ?RHa_2lRJn4LxW&F)iJbypOzfPJN!VG$J>~ZcmsHE(1BZgv}%6RQ{xW<&Rti9a| z+uM|tg%=ri#`nwax2Oq{uz}@4j0yc4F=ldnMu|==O@$V`@(@k_CbfWH({({XgFs%* za`4%jh6YiWoG%2CxL9ucwL^U75OFS=-Z>^x#5`6|dT)6oS2T+78sT5OV0Ndj`n4~b zz>aaJpi;N(V+?f0PFMo-Bsz{zX087WzHwDhInJfyZuLLRV}Em|qAks%8`yby*$w8n zPQA3c8AO)XSv~#O4_MRR9ubJd5Ocg6ub#mKKGxg21-L^zf_XooXq4@DN*;`9%Q#trUnC3C!KkMy}%QGsHe_!Vzi_EoZqkEYa)&vQht%(P_dPKu(!WK@4O`ZHd+ zVkfHfsAkGt@%b039|Wd(lw}_8B|Tag8#T~-;NBd^Py>WJbDU{*vLsW)QDO z0Y?yEb6EW0{lkv00qYb)`9N1vf(o5iG(BHoZWyUf#q)A3_Z$ZFNBxpM*NkQeqA%PURzPaF|K zVs$YYQi0Z4iCQe;oQpjcDd9u&Sdd~c&vI2Gq6AFpu=>>u0FB_txypT_ zO$*{^u8{>%x@r7;s<9Mmwq|!81!pDe%y6D4Kk5YBn8rr~q-ZG~$KmrCs$C`A@Z`vR zd|1;AfG33mAPYAo(MAwF>iXp)EEC9pKwIO>!eO$|>c2-vxs(y=mE)qO8Rs3V2KEj? zx9IU>-)g~_Fe`|r&vu9pHta|vhZ5dZajr8hyO$~AH_wvU;t)(226lIoW4>4B+4DUw zDfII;_65*eu@^JWLjso1*hq5)ZoK|pEgX6kn2E25@Rvnx$>8nzr;vEF9dO0CaShKd z+gGK7?Q_r?ih;taL7B>3sjSU*@;FZq;5)#3P|G~&P|{ZEnxZ)IXGH_cx%1wr9UatI z8JG!vd%!w@uQvW9BDHGEG)(umH6A-CWXYgxc%bBFeEQp2N&tWzzgcB1WC-J z!i~qdlPY^JoQb9x#D4OHUIVIWfLOkL_$6$1xv9kDeII;C^lq5H40irI+;TI0I+(pSdMv8e}je9lrl&Jd1sP z$*5*+S1jxJK(R=3>u-Tfkja{3)TFs#@Wgi_9WFca?UB`x`hh3LFSFaJGgj(L&x~5w z%1o5abjwk7Yv70)f}BJSb2bjw^1JbIQj)Gv zX_LCm=akl~Jw`PI)1MC7a~+$AU`iPMm@m^vZvl*!0tNvh@4$yq#r5b1HIKcHmp()( za4)6k{7d7Z^Cp<0@6twGe$otikQXPB4W*gp2p71{R50_muvR3CE4sp_#Qky%xP7kR@8Yt;kZ4twaMx1 zXL3Vy-!SGq)rYC2b0n57MMK!NWx_}LdrptpL*7mYE}1BT{)aAlpiA&;py6XZ*6XI< z`_7W`VPt0bJulC6Zs>M9r29K9WH?dz)@v(EEzDjEz!IZ{Yu388q%&&>-49)~dC2m_ zzw`^7vd`Kh`PjR=^_FjPnHVS={&UF3Y3eOuZ+|3jy2eTTs!7G z9NF1*nid?mXEgaI{S|3O0UKC0a;vA40iEoQC~5&()sBOj!D7AetqYhv*_DL~)cD9j z?_z8FV5)N5(_X>;d3`pz5+k-=Rapfu7=ml;oj+~sWK(WcKJsTilnMK zQq~GVsYca0jw1YT4Q*}y%0>y7Sdd%&TkMryn`BdfC*8NHaz82+FzFlbh9#;vbr%5Q zbHimXv9PWdc`jK;kfJ!oQGKZQ9r!}*>C#vEF4IU?q+2R-o_xACLHGYkv29P^Ucc9^^nl-o@yUUPy>Nf1d z^$A>Oc%i(s`(+<0GrDD(1=H0p?)vZu=Y=cGzBnwMCw zmI}dYuFv0Z_=Ym*GXF)MiNHk(Y}78*c=)*fwj0wKtzNiEZ}4)2PB%f9g<%BVlNY-y zh5f8Mne$`nxU8(TOniuoZS6kRo%CPs9`M=x?|bPZn7@H#gjwIh?iOIXZz`~((=Zf* zVA@eV{7^;q*3-6^9$k|ous$)r`F!S7DrG07r?xMJ=Kw#j6ia;hdGX%oO`+2hw2g&- zq$s9=uN$s@OE#hI2%?GSK=vN?6W9Xd&STd@%#)}j1k~~HGw%MGZLWD|KT+mOY@+1# zS7`MOR66n%h2b#0y0_C8DOB~2CvV~|PbSLOs)%CJi(#fdMx-db?LV-OR=&t6hw#f^_v5D@>?Ku2WDfr33sNo>9C z)|v$C?KX`I#;~S(bQ1Q!lT@=&E8n~+zSQ+E%|QKTn1V%|S>Ksvw9Dhps+S+Z3~jsf zc$cC51~5^AO{D+P@0@*Q& zfH19AnQ^|ix72zSWA;E+8I?752!2Jqccjb`cy=&!5LALPs>c7vD|vTIJ;5Q{rAM%= zP3R=fXr;86&Juc+*(~S)0nmnSDD~HW48LDWO8bBDsQ>;h!p0h&mv0rIwVyrpJ{Ixx z&6a4|v|u!3p1qTj+KjSSt)TMbIw$?ZH9ipdbv2g?K9|czJzn!0;g^0voGz}L`3$Zcs|nKagkuc*kmbu0Mer6OnxYF|q0YuFGoQ06Lz38!O)>%lSA8qXlLa3_5H$Evx0=@MgmjvdUxr1~+)zzRW7KarHT^g%oLN+tTRUG+YsDmab#d z_074p=XY@(71NI^HM#q1dq7s|O4?T5nNio8s+V7Bmcc)9fYCaCzqZGq(%rWlcLoIuLvc1dPh7wSQ$PXO|ka;Q?<Yn1`)Gw^nMA~Cad%Xo6Utytc(Bz5I=&Sxr5wT6T`gIw=^BFMMjZ+PCdB(Bt?{)6D zMjZyT_;A-%8_`166d@(>ul|szOG|jd=`(E1t}ZBR3E|v`YYZOOr5x9cLluE`4EyA~ z_)MT8zpk2>d|KLA0*~vD>^sjg`NgtPs4{j?haARV7rD4aY6R;7@w%yiBG6&(vM%Mc zmS_>6@-L0jF{ng*W)XTArF)y&o;8IrM-j{@DyFFZQZ7HR9>8m{K@MlIJPsRo{izG7 z0eFrhZT2a^q|*$&c`N-Z%2scyrvx%rqRhXD>US;c_F|Si8AP9&`ODiOhrG@CGS?55 z@KAw3U`?3@zc>$#_%}{QsJBL%Zi<{CEK08)!-4ZtU}uQPpV9-%lwG%h(XLp0o zMQ6SKrBOx;lrWr{Qj`%Bbs=}k;+Wtu18nyHT}jA!9JCHxDS)dAp7J^@ia&e=l!7Y) zxV+#)x>L(;T{n@ub(l~v)Dco4>ihJ6o{SCd17f_^R!#&&fOWrsIKi$;!uIPzrv99d zOdV{)g!#YGVoD&J*E0U^pFnVppDsQ+HR_vGJSXZ7r_yhN<}f$cDl2^xS#d3d&sm-3 zp1QmvZHU6*m;#M#$I2r;R7qvbTNojwJ69@ucD|owBgMQ36KFP5d_B_Dr6>;5Uq3TH z6JhcabE?8_-f<`S&-SWm!KwPY<))Y^qW3Q=nK#I;?nO8Ni8PBuvg%7&TD)NVRptjV z+ubdeHbP{daP<)?wuJ)S{uC`$ooW`?;DTrQ<2QUw)>TUBxwr&25uo2-M*ocIy=G~1 z=-o2^WA0U}f!u$F*J>7_w^?Uo7nfy5hIv$0{?tlh{vsQTiJ5EHJ08X~{jzZo;T9|j z(A~U1W=D#gK~wdkBA|Tra_vM)eFX!C$UcPZXw4?v>VmBorvqJzXE?{ zFe^`q<4ME>jz^_yC8K(3?5nr_H;T^-Oiw#eO&~d^gLUdvKXNJo#g4y7@zdNH4V^i? z*C)31`f1hQ*NQ#Ejkll0oQRSs03UJid&Y{RyTu z`Q3Z=++^?vy1zoEhXR@*n1940G4tl|6LS#D`4xTd1&7VM2#bz*SqjjCUdHcW&je>G z&jEAiN-+b?%4&Ln0Q~Ej{zmP3cHm)diUuj*rVv?bwOr$O^obzD+jA)pP?b<5N}{5% zWcs`3;3H&i)Tu=NZ&g+`efP6-6PS z^cJOv5CQ3(s7M!(UIIj(vpe&C zNceV!z~ua%^W5b+{}l$wJG=TndG;_q^!;c3WKyY=+YRKGYK{xHumRz|ax(@zpKVGj zQ0j}~=3cVau0Q;Z7?*|UL+{X+oB4F<7J}?_%vqibUVxwCQ%IDod1}_f-R!Fo$k6^~ zlEJzR3j4LlVrL?ecDmK|jwnUkV+&=oqe1c*+35v0TQxLt%@)Gw*D+uK!rnl~BG2w-|Rs7M@zlM&d* zjyIcVeGn^}NdYz3&+i{W+ho#ZR{`%vDEMAB?kI3cydt$i8bBx}&NtPQM}<5@iOktg z+6EYM-P!8TLWI~W@R@`a6_;r*Sq>MLjGh!Z-v!}m(BDZ60dJ$W2cYwTWs{@OhVZ|W z<#_GRnE9DP)7h*p{i==fEkAURME}L)Gpj;Qq5k_o-Ly-}vg%Y~U*vb} zt~+en`wQn4)md*hAT<1PH(0OE|KQ!!X4CPe=M|SG%j;FACnZ2zy+d4C-r~kc?Lq{K z^?2bkg2^eoJ8{5<*ypCKEME9pG%M(dDt|T6QO?PFrz;p zuFxm5ZK2XTf~UGXR#of=>sd87Vw>mm#MLpZQ}uuXtG%2g?rh;uu}`JQD>y6Oc_|zX z#9!Rd4oHyLqlz?^d0Ch}?kihBIoN$H&TPC?|9zK?zWg@Y*Xx+nsL5{>!XWp1!ra8} zPdfV$>86j*)Rx;`%{P$3+IfQ48Fa|a=+_YUMDdL7gsqdjgfPZZ%E5^do4|4VH);BS zduQWygG6>{kGv}S1K<#RJdyFP~rC;5`ko>}cjjh~Mc z*dSKp#?JE1G?21tTw-Oa?P;@nw!E=w@>)(tszWT^@I-X++f1*(C`PI~@(QYi1uvtK zW3RNywSKR3HXNGY*Z@t9*L!VfgEd!bESt%pGxB7S7?1K4`o&dV3e#^cq|-4^VG8~q ztC1J@HsXmRm?~j;p4k>An?uFfu?CYDZFf617|nmAkt`dgqiK>3V8;)rcPz?GGMkcp zX5zkrI69MuaX=Sh(Sp-AHHD?sLe%$vWGFuzh#H^1(`sa4Q=e9RwgUBR_cID6n7A%~ zal7a1?kOC11j_b1c2h4{bLm_AZljssnKA1mT9xy|z?fO)EqJ67aWBC00H6TSsCeeg zsjaOt-+%K`H#*mGqi8=VtW&aY;m^X{nHbS<>20EOp8z*>Uhm>~%TzCQNzl-Hko|L8 z>)Gk&$=ShSp{b42oFS6**3Hsh_MC#uv#K)i4=~V*QJFInSgO=)sAJTn#t zX|M0iUc6a*p)A$1EKW{$|3Q<*+@^!vR?0TOWO_XdvS^^hC#fEt*+mn~h@TKNgn;qf zrUS{Kw-3ikYGW^^(x=}b8@y<4`+swXLkSvykr;vCz-Mr${2}pAR+w;i>(}1$WFbA% z-hsRGWKiUa+m5I`PF!Q-_%N9iRV?$)(^8`NEU>fj`uyC#1r2O>&cV(*6=B?9B3vIT0(^5>YtU5dNlHCtG#&@;#IBoFuv}t zNr*e#gEWnz%W4{#Y^~b=a>!jr>FcUQz#%EmtCuhzkW0J=egm5?pH!{Hw1}THh+=s{ zPVtdzRcX-0^s&a2!tNKx`%{BT4LIdU_Ti+4t>1m3ouhP!QE;jDAIyyQ%a{P|%=T=2 za3X+gslU_3X=NP^&P>bM6ym#vVfhCfL1B)atFG8UKuQV62VV*_ zcH~;Q%s<8z#CGQycf9dO+?G_sLtk&4i-6C`m`ej0Ry13$1t1A=WeY5{17f80;z~*8uRpLlV zQbC1f=s<>{*MTjM5T3WQZE#AZHQB3hMU&!Ep;H&h&!?;XgrdW%I-?mH?;Br|R*AeA zC*A-My;rbEptEfX-bP{xHgr~niLa-svL>uQXngvQ%>Ozf68_k`6sBb1%kmvEx%CAw_;m!PTRvsmHxUyJvta%E*ae2bMJ4qk2%k0ri67LLYKet>kM+h|O6B8jRSy9glq z46I982&xC2ac;}~dK$RMl%)tCNu#HJbl0Dw+9oGa*D#AwPzn+qlZ&_p>pqhs?NUR( z`rGGBekvTp(YAANW9si|nm*%4W}4<~MGY0e^C7Lh&Y*PRa}=3x_>R2>Ty?0nK*o<>s#H2?Oq~B31sA zbo^4iX)fGIsd-Uc{Qd_5EZ@E^LX+w=@%?Fe<{g@@HtFRi zi7ek|q5#fp!@1<9?<3;xCWf&#&V;M1UQ06+gcEe6(_aKR!Q={~IwtNcCXeBeV;dT} z(;tAmyC%1@qo2@dv_rDX2txlO6I?q~_&Uma?~eqo2g%=f4b>oTv>@+4$(!qlcumEY zCe?|as1m3&t2v_R9ixR`;XaeK_DDGEqc@1JJA5x{bYH>Uh2S^Ard9T$h;^Tu;%C3H zXj*98;R$;oCzVY=DynhFS~m$%P?#>SY4^-$Uc2|m?s87aH0lU>_){rE2<-17ovY^7 zz_*!o6xC7il`wwUEcwb!SK;atGa)$^L6MgFg?fR*ACrNYTJMBqj~AUsZ3F7aP6b{OpOqV^^K3weuW=-fAnc# z3kqbS+;oV|(gO>F?D-r=-Gvm?Pj^Zjxj;cN}Lmo7d!u{i`7nXT3 zvSAEvuMhQS#zxIo(j{^sB(N@oRmzGdsUJXn>IH|l3d;LH^UgC-WP@-=?)qqdmHIn3 zM0ZGmj`bQW>h(>|x!0^R_Koh=hQI3QORbiV5(zBKz*Q!u`KIMkiekWpXFIw|!0u{MBZytEEYmw`UhG5aJfg z0pJG6Fyb1b3q=cckR6Zylg`%ASj|i2eg6=fc~MJBD#_){A4yZ`z3#pG?#4dzNse0J zNBB?7E#PSc04F;o;0Bi$Sd6#)n}uAhTmZZLd>e@1)flG=9A~~w?BbXUc!Zp#SX!U+ zRZwrQxLjv8TO!@~w8l6p#(j=q@L@r1H+lj?k8G*spl_@~?rMKwIVoCbJ?-_$d4_+a zcriHu1|t`P;7khlVDcNG>!WfGx%tczwVxKt_@%*0e zsSk^WpR@7_vQjqgWaDx_Cca7vSnJwP9v+etVS(e^fu>CBJXS z`snX|6VNx@#E;)TcvficT>kZASkGVjQ122E4RCRw@FfMZh2I4sK#Xof(IAF%H(d-h z0>u?fO2&=_{R&Xex=-j6FYh7RbV{lL4s84IUQ(%iNpf!+a?V$DA>t!Ehl6bFP36c~ zrW>h5!S797CbNE`ytB!1t%V+|zk1;?GHE7&39qt*4w~l(eTf^0&fPqH_dx=t%!sV# zC<^R;*eIkK_#tosR{~NU`>uUQwzMAoHhJ5F_|(pcT9#!~At+&*-8r=(pcfxDSpl!p zo^v_r-SWPCz~A2q@F~N`C7e(e{M?p$imy#9{Q@Dp?HEu66ujk{yK|wHQuMdyiDhGz z+7Rgum50QnaAN^+G`Jv9v}DMSg>TGZj;X_F=$vBNh(L3+C=?N(>06|-24{S-vegdgk{PdO;(8cI-XefA!d~<7Uy!7Y1LF z1>tzdqJ&*Hw&GXQsxMRDz6- zV4TZfv>fzKoR3QTw9prNUmA<&6RrRV`)V`kImQ}O-X$MNWfj!b;kfpxwbuuo5SrM1 z@4N;7A6L#P9&;%J>0j2qz8&*7zjH<)4$H7{V1axB>9CIc6%!u>;cL0`!D zBExk|Qh_eA<*^()-FdW1xtTW&U*|dme&SVqgl+JWnGLK-$|+0Jr~wSk=_bKo)Wg5{jU{__ar+o* zHbj&Q@w`#A1^oLTSv&g6H|}ZZ2f{N?x-_PlbE|)39Gn;zg`1>~`5Sn?yNVfj*O%o6 zz+C-_W~6$&YwlvQ&VE`z&^EEP=Kf81qyE5Ow88 ziOrIjJ>ReO=aZ0?Xgn{n0~7j6Y`VG?eOHn4PSRakPGDu3l}w5##?tYU2_e!Pw_%WI z9W4_Z!QJsi2aj4p)x13;i4Efv_ES-`IWeh0hnCN3Y+|%b5Rd+nJ^N4tZm6 z;&%f4krRb`SkqNC3lxE%@_Jdj`!;-fBOp4 z$8?V2w0{&ABRl^h z0(Ux!vMuVeL5e*chG&hSOw1ef)XJrXPW42kFN;*rJ=d$Kh9}Rg7T6}|6|R<*kBDtf zOw3tD%f8}20lHkHo574KmTOOQdkreCJdbjZfh+llwmV5AISG0N-hiU8nLQo{z(4J;gEB0WF8b`IDB-=?PbgK8dGoD)<=r+v1U1JNoe<{pRmCb( zKP>$w?$MAD*65jagIlK?(=o@%@N&VHY2tJ_D{%=pLj1DEY@Gb9%86F&1@eRRINz+o zh8O7%cJQ#SX_n$!VzTh+1lNL&WIQ7qhv=Fe{osic;RRVA}&@3hJ9CA?ovapZ`wrSE)zoU|3tRkm#kSy z_m2ykfleut$KuzU49-LLL?;?&p)~3;25_;LE6ix0<4D%dZwr5#%)*R8Dd35UUlX)v zl0R;mQMDbM8zm8BaW6)E6XTc}q}jfV)m~9)lHXA@FjrKm>C^q1$xaugy<)L``-{C+ zE*B<$dHMV6l%`P6$2-zX-@Unh=Iv2dJY_HL5TQ6MQ5bDIW2Mu+op~j;b*9+f)F+v_ z2`=i&ePwoXe7Kky(ms2XX(~D)xZVJIhZXb*;PB&bT>k9 zM!&4|ooX`J#IzyeTNFwQ99hN^wYdb34m%@u*$dgc_#?#~_FPqjPpL=zyyQzy^7b<4 z>iag{kpYXcY(wuzzHm?dSy| zJST|o>uf2S*p58L`kUdSKaV7AtO)(L*yAh|IJwVdpkc^U-3D!-2EoAs3{$as@+*x0 z!+#aS|4V2yMGF(B(HOPN0O5Yg#BwqSa-zk@sYNZbeVUcpW35567Y~x-^9j=V&bFNM zZyyJZ4owR3hsSP&wndp4aQMu*MEl^N;oLalhzn2V+|gaXQ&Q!KPyKTB)Z66g_Ng43 zmTw+t$%;CD+Umz)jQPwI@;lE}V`8kMSz*8BJW5P#Pq;MV1^iJ^Q+~pP=tiuApmj}r zU#z;f^nfoZ-uBj7)i;TaD5cli+wXdh#iGHneW1SFlF`YX)S+11U|N@y)CT?9P^VTZ zk*Fs>oA`x)30{tBq@HVpc3t$IssX3tCkr1QtcNzk%SlsTPN}`_UX|VX`I9rdV1kj= z3Ogt3oWinfitl%kG6^4a$A{XRR%UK->E~z*Vlu`Fh#WmEWYgeItb;r`5}2zc9}k4g z=NgK0^)nzcf;x5EMh*DtOMrO=k-ZTH3B^MWj-KIXmbzRk3Tx(mfJ8X|+7D*X&w7Zf z=xJV;W&SC+^mL~hEKaLg|KNr&e(Wpge)SSoJ?1U2En6v;s#5YE&g?Cm-H6xN3?390 zXj}@eUDcO&5QX*7Ca=ZTJ^2r~@bmbnIOh*l=%9E~2|h*)H>?|Y2GTLU zI8CER?{nFlM?cc$Y?zf$3H3bBArIYFGRX>(PoM(Rv0iY3{R} zv+OKhpftsZF1AeA)E?N+r@lg9+3h#wDT<%a-AR7`>kEs6H4UuemM@6;0vV~451;ly zzVyec+f-LXxU{k{UQG7G*?}cDY!Iyd5S0zU0v*-wHi-Qo#V@UtYr*G+7YhH8aczk- z#E&@^d*-?x$+$*CD?uXm2-d(DbnoMxg)IOfsZitpHQj`H)t7oh(EBc;LSmG!%W6+{ zH1k~2J*1P2jh2Kg4!HClN7*nbLlPj*#a{o=iMd!D9kLuyz9BE#FAUq@N4R8411%uZGG_(5(jd5nyQ1i}BTQ+(Kmt2sF|ywanhJaYBh2My%a z=zW%z)D`-^`OuVAJG_7E(N5w4%(P=fO@iJ)*=dR(xkLq7Oo$<76auRe=UUZ^Vhp}g zji)0V2YO}`yizxwB+S!7zIqBjK+_y7MDNR4=4o)pi7IQ~Ms2{klI*B+_qLoDYUk8L zg&Ki792a~!w7q_i4c^6|OludbC2ID@@`3Gx6fd_9wX>WgZ;;kI?c7S%B)2o|DoBe2 zh+q1Z^LeP*@jo)DoGPm%M0%Rg{J@urI=HITtaGM#VGBGJVK$k;W1>nfYm1O0Mp?wvjx_%B{J;wH-2}2G>-; z{;qPk+`|&d4q)dp`SM|>Hiyj^N^q%5JGaqUIbys2d2;>Lvq%Id3~$Wz1}?L8c$IHp z@Z}^p$H#G}U8ItDl*C+XfM~6z_y3cABkom`q|r=vvSPYZjizKz_2ID5PjdRxBp0JQ zGV2Lt`!hr9g|IAb+JlXdfSlNS@uWw@FJ}c%D#BCesfzQe^C9Bsw(Mkfz*F4*OtE?V zQ%Kht8a%n|eEU_@skr;^qu(o1;yWFN-Xh<9fBAVP7Zn)1o2g-zA{0(S?ch^!#`y7K zfyM@B*WBio+ICYVTvx#=;*^me!Hk{)^sVAwkup8HQppU`dgpHNY{@c0ZhGnl{W7X*|BpBxgZo+u z@$ue4Fe=K~D4RMVN}BLHc%#x*{C?rGG!L#&{6A>`0xL;$Hn{D9a`rWy+ z$;r9}75`lj~~XCDxXdfv~Fk$>dX!}nI#ZHCz80O;&z%l{e~nOqv$w}CqIaKW%tN_fBEtY za!T%_`TlNpb{hON5*Jwm_QSJ*ZLElp2!CW8{SNB4OE|Ic(iE@ES=-){%75I*)k^lf)?z#Zuv^sdE0_|d%r5NP z4hqqs^@$wtE#tbxR##EzL)qwO7U#U5$wBo7f&mQ0^^gk#cQtzJfWZ>N6ILdER7#1{ zsy6-+sx=9SD{M`F(<6m@mj1YS0$qe0?-<~&_Sc{JE;qq}(>9vGK^i8e$~}`&IhyJy z530_YV4L)!pjon@I#V_dbJU+UkM4aGMbVo|3%mdDtDXOCHJ<4E zmT-R2lMbg7qgE8-%?k6GZ+T#!#fjn8{?@d&feI?|BWMa;r=B(%A}p zf3)*_6x*nZ`rigm4{TlS7KGOIb|5M7dioEbW9$meZe<3?WZ9hS-+iZ|OZC#e ze>W<1CG`A$?sJ(117xS(Q4BTXLG~M($l4a>`={upQPRy@D-Hr33oQ2aGk8Q7o^UoP zzJkO*fVb~cO?5wv^ZdCJ_Oq((TPv48nY+P>Us^OO!6?kM1_2=qejR%&{W!Dgx>z8# z318B>eAbL+BwRmW*+K{oiBnM?eDu)xf#YF|2-);A61`?(^FaUl%E3vInW>lEoyXXImJjaz(vy9x`~lC~kR4}^&b!-;_XEdB+yBTaoQ#KSwv-KQ z^IHuEQM(O~&1>NS7l!Sj!Q)S7YgX7Hr@2eOfAexl`@@Qf00EpcC+1Y4=9@G{RJ)@} zgfxbpD&y_^xm%9oLqt=t1WPKZW z^Sk5Lw_@LjAg3d%1)+0S3%C0TGN}e-wMrHuaCuN?j8dS%K{)9a^MPn{6L$ibTG4fR z?$Hrdf9>IFXXb-VB+F5xH|ZAfAiT8-E8h9xBeaQwf|`x3 zTvV*|Up2+Zk`Jb0Dd-gt6O4V!T4M)=znVNbz8MUpZ<@q}O zC!(%v#?Ba~>x9Qp^+VGvxEza0EKGBnPv*Xpv90GV$R@ace3_!#b;DjU!!tEb}n z{~~io&5q1}`0VugC7H8g?7M8!vaF8$$6!^}=j-1itfW?7 zv7#)5Q;l@?Zcxjvj(BxK)hVudX32(MrdNWJjdVg=qx=mc(?URw)lOFBct7eZg~Pz(ZK~mLj_s>dcWz5I#7c@Iz#5Ei|N?ZedbE`~zwA9Ii`vM2SsrbfOkT?-OCtjIFPJHr*uOojEK_lJ~jTF~=PN6cYXh!G~Wz zGOIAR5H$l9a2ktj&4heQ6YDL-ELInH_@&Bw-^7F@q`H4<<1X9yN`L zIXPELxGV7|$bM;Q+1b_f1d7}sfAGzUoZADP4|R!jc5MI&q=-~c=NQaj$0mDZ z3{!}4tj;rQcW5YZt1;Jj}g>3*iR zg=g8X5DJs|(eP^Y`K;9*=oyftS*()9xu>6~I_W)=;#{`J-IQ|I)BV*HBDR`Up^!OD zx^F(G$gknc=GYMXq;fF87+-4Vu-Kgm%XD-5R9sq3gQ#3IOqYa7C#yZINs?HMNEpnv z_Ca-OBJH?^JGhMY2D|=|K}SkY^I6`DvdBuysgzW_oiQ}xj`?esI++KMFL^>E6rgzJ z7Ea~z(KREoh&`Z#p5;jXwuw0pOt>QM_xV#fPw`!7X+maLCk~3;wyb^x_d{6_Q?i@YyfEtgE=bkDTpH9KOQ)g-|T9Rn3nL z{te50X_OdnJAGg0_veAW;inDmC~+bg8uUe!-`H45^Ri!-vvkB_1TuN75Q=xtRa@4+ zYutXfT)D;$n1_LxU=|?AUos&8)_@U}V{TkVGg5wQ%@41mO zSgLI}d)J{}NK^Y~;pc4KfPUY=&UO?PFt&t3ZxJ32cNbgu1hvHp=_h!GFhF0t0z9gL zy4if4_tu?&KLKvitC)DM0Dvjr$E$yT}%6TP->(?*MMzK>8SPzvNw zjC2pmkSrMY<8ZMG)p7i_{Z3D^|Kk9E1%bm4E$5vN%L&96REw|$%-S}6Om{F{fBKYb zjb8l(hr$X98w!F~H=s){Dt@_4RIvRyQ}w ze`KEA{7^;x^_ZM*6%hmTMemU^NgXOsQe9*s*|3*x47Ei154w`p$z&r|m5Faux$N8O zLiSDEO}OJf8m#r8N1~$M8on{W5>4=?uQiOfuv{{Ha@0$6GU0KffPylclr zZb%lDRiJ#6%p=#tLph^t6|vY6`(Yy|_hWD?f-8hClMVTJ@^^sD!P_g7XF;RI2zR{X zY5rJISV;!utaFET1l9%em&Ab>t&)idUtJIrNtaOdN(Fj3PJh>?Njtc!jzv^K)kz%q z1m;hc-!F|K0I^c3;U24*y~3kv_(}8M+4yZ3>o-(0Eq*c{fA2IWMOjIA=h3eIKe8At zeDCE`ivSIv4d4BV)2p2aU6(}-2j(aI&)<33#*7%r?M-iV*G6K#!lVZkr<+oVNdeB) zyM4^=tT)(528Z8`V3}Zv-PBJvZW169NINv6Kzc#x-gJT6H{>8@!^Co%)f1|VJ^2yW zl2As{s%S_=n`BrF8?j7W1{)xYa+ zMId>e1JR4?BKRZTcJ1&XyvxX96Y5uW(mOf=ns1T(c;o0-qqe1%-p=UQ;r3;sg6E|{ zMc^uj`5?k5rAsrw@8l4 z^&4z-?b26uo9%6wsl@Pi*S``?o*4V$UcGiPp)_NuUGff+tUN4I@ngptGLkR6a@i_XV(WOHwXyLLS(xPOR|U7S$hhV~>_}6VnYD`p!^c=cJFkn^ktxlz zi&m=VmVV|t;r?=ltk^m}vJF{ZPj zFFSDw*nZ<^wSgxXv#`pSW*v7OtfPLM=9VNjtbiju)UsVH>kpdqL!v9N(?}MywYGG3 zfA(uTSBs``trgAYLEdyoS&G`ZtikQHC#9E|FZ3cgx-nhdZ+noGR?0nd!Y3smfxPP{ zSpD2lYJY#*^0iV&W!1&uA*6bxV0trvKMKZnxy19h(=JvojeOz*CWL5LpdrLf)#~ZF zJ-IzeKjS?#p6vCTZ#TTcTtpBRyE-J_pVtOPFGfBw;<8+%ei9e7{^n3LlDZa{6uRK8 z)v;DC7Q^A5C#Dw<#BHnxu!UP=VfY&Z+nOSKvR}+IlNqR^8ug>qPZ!7$lN{!;ttHPO z>OXI!Kc;=a-nHx0*7=%y1Iu?ZyPILo)62EleWDZzbAOka>VZZfgzy*g?j3R5E@diC zm)VxHVFUQDmxfh^Io(dbTDkAOl&CnQ%BJ{zaxwYCc)MIvaJSs$vh65&y9YP$y)o-d zqPkpy089=6~w#|J%9h-gSfJA`|bNQ_LDlqg5`x* z9}&1%`B+K9Emd%~Uv&u7QHZKF7dtMta8LZtBB*@Z(g+-OU~yaN{aEuz`k6&!Cb)2v zWN^k&ejs$3B161D{()L~=FD`EE%RtY<9^MH;S@@gtv4{ zV*9Qu=(ux!SwyBg!t`Y?5S7^spZW>%*Bu<@na?}v-Ez9$zaTM3ezbrJo1cCQc21oB zeN1(&qo*D5sm?z0Fq0Be7xB1Kx57@|+2&=Tjb?OHdI=pOiHOxe*fAR1Qd$-)ZbK9nuR*hw9 zvb72)O#EJFQ^U!I<9ZgEhz4D1-)u+_A(&#H@)*SCu!=m%+m?4|bKiLeUOoMJ^>y-OuK`(PpyYw_ARgZo)5pKc@Mo9bI!d|l>(e&>EFrh!pK%GM!#U6{=5<8 z&`f(w=dm*JN%-kKMGs(at5;R%_O70O23MfboKN599D{$AMUfFeUYpX|1TAlfiB5bV z+@x&5(xW(^_TZqBo3n5!p*9Q-7^j>3fbN56ko2~hF5yG-G;N{ zM>Q{bnrqD^wWFqH1LugU;OA}@FpE7SiaU?*?fNnez?}s(OMsdz@BdGnya8&{FsQ-p z)_>@UxoOd|XfCakh;#Hsf5CF`*Z=Es-Bd1|!q>Bb7SlAj8pB zGnc{C%7gEyJFd?zG1_TXDe{;Mhl zioTLcQ8X~|9)cRa(tD**VN!ce#Gy(=?DwBT2FlJ)Pd95%(Tq5BD|^=P={%n<^Q=;kn{d{UMt?~lhVH2_r!1umON}lJF{isv>eWt zT`zD%e_Rrvq?{1)eK}<;zW|@?G$HloN>OKEf9#ZFtT8jF547?sUDNl>)zC95;ZM5K zeKB3nq7E0Jti-T(G2UiW91?Dv5}S10{aDVZG~hO|m}7oh7JOG#!M4r&^=tR3P}e*( zY9U+f0A{&er@Ik4*tgMU=`azQ6%9lWZv-gEGIQ1auA5fv@|jt)-2YE9>E3DdlXFNQ zs89HE$F>#0*(5-WA(&+BpeQp&ZE6lHVHBS4;CE@Xo-uDfal;$^n#X4ZaI&bCWca+Y z>l3O#@AUf_2ONIR-CaM2r!V*({fMY?^K%TmT#TNk&>kx>cr!s0fO&5jWD)t3pcAz> z^~1unYP3ZU{$rkom{~EI*k3)qYrFkHlzi|AU5d25JqK06@hpVN=}w%6ebBrHI^26I z^+sMh+mF8VJ6~tA>8VEkx_-n~z38@-T%cWMkrCsWYN3dWfmIZ=FGz|fb@25-fwzy})o{3;`$CYdfdKJ z*HbeVn1=ZK=s9wxzSZfFFKqJ^noja4Rw@ygauH&MQ2yFKB%UvV5l$@u4hJy}N|1hk zzuz!HExEZ`G&4Ts67E1^`J@4*{sp% zwliK}MBEr_@GR-i+tyR_^n5pEXEo$^L(q(MKY+DV|!xG&shsiSXjR>$+OWIfNLZgGBGN=UvD`HQON9qW9<{?b17T7Yut)VAJjSj&ep4>j#$@!9aH z9Pkd1>uj#q@2QA6IQc!AD`=7)ipy+Gzc=bhS9ieEs&+>O;!L^W1~7px8BeW=c>$Eu zaa-T!RC2oXRh-$vXkmZfVC2%VDXx7}`wMiR)O2m^lY$~>dfplRBO5pF30R;_wd^^M zxfF8X*Jf#WTLRqV*n(im&ULg$Pjt4mO$j^1xPN4>{ffblv+40G7)GRh;XdQMTJGM9 zYQ?0hXQ$}Y=AIJhJr;pEi~Y)kjj1Ab8JhQD<$$aAi^cu8HkP8I5wSSUhZ-CvU&ZGF zgn)ime-*uoqS%1`lM&BobTiALfvm@sm2P6-n!I?7-M(8)K9~v2NOe`$x7LjDxp9 z@1o@_p`XNH#qO`-`jgh454-Not0`D$BNKk*&dhc@2;%2rLgiSN+SiUtY28rs6}ASC zIvhvjXOu>EJ*MU(cRhmM;3rI-Sz3HN%6Kc!<)M?MKFiy)z0#)p zy#Dca1k%(+RCznQ0H4tL;!C%u=N+z^QKt~rA=>rJ5kX!2wi-Jo*$$qO>^ACv3JwX z1=cM=*HWR9;`sJUPall>0UB$*BA};IswpvWanye)gNipU*n@uE*h#+70=G-7spR}4 z%kWrF|8f|{m;NquV7=+rdgf*xf#mRFjO>E1$(7Exf^6GEx8g1&Q=}|4gyI@YbfBi4 zGY|2PB4tIa>bn98J+Z?>@30%G z$)u!INy79(T^iUHSsFR=W+uJ+Y6j_hvI*0^&I>Z9-7BMEmCno8;~N^j1ril1j}CK2 zrPmnJlK!^H^cBop9&akC#_f9zl9!geXYGhd37&419(Y=qaCZ2@EB~=@&~&*&rs!+c z9@ezJr(0VZ?7jC{-J-SOjsu!%%GlmdjpbUfHeZFq5`S7%s_5z`P?^IIcYs8BtwktU zQU4{L>6&xQv(@9gk)?2cKy`cK+fQa8%D3Vr-G1j;Kuq#t-u0`t*`;hB@i ze;54?B1(BWxTR+UL1u2R8apOPJ8Io6yqpDJXI%F1&BshR#Y16ocNMQ{xsMbqz4y%` zhx(>`67Hlob#Jip?Rb~Tjx1J^@0C-(44HjR{z}`AF+|q4m{VlzaBpCL87fS#Y{C>W zAZhnWDo4}rk3jz6;=PXx(*>;SUTZW)0T~Zw@ymJqKhytp2O=w>ok*s) z2xk0yrzvJ1a6Q#oT0I$LMJNn&4=CWC=Sq1s#_KC7e3<#ztF7?^z5lXzTlm74>6JON zauv!0I;kpU!k7D?u)bW&C_Dp&inVu&9jlBs(XN^#$~EizguKA7ol6#xY9?ky^2`Rwx$INN6o5N`bSu;8K$jKD zh(F+wfxYpUf6R`tx9I2Fskos2h0#+0`)Fw6kfBAp9)+?nR#s2SZ?Fz7CGx84@BWcd zkl3A`Y$Z6~Na2K4@CQqof1p$e zo*1!=_Wa|H=`hSCdJUcsly2~NzzYtl3d4$*`2sot-3#lFL?vGd^zt>FQB(<6ly>>d zEJ%j#J|R~QUFqKdKnT_wR8Cum1jP13z0)6h!}NZ(O&SSB-BA~5i*~^TTk6KncV>Rb zzooyHw~K-wDF9i=PiGc?eRBU`K>Ig3#xm;??jygny#kJu=qvCvKlxBC$Ry^i>$I)w zwEMD{B<)v5l@XejH<9BXx+2$3f)=OX&($c=-hnrW8)M9XBU_ ziL)8jZ0YY>O;^5eR4wFc0fe=@t0_Y2p5h%!WO_AhhJnj&M2N0Oziw^xyP_G8P6aVZ;a=;3`^v+_?0ICDg2bifIy6k23xbcO z7@Cyzbr?MC_ovu>AZtvps?obG=WbHQOtwV5#>Kk;w4D&lSJbuSgTKT@@=2X493CJe zZ)7etinf}*T2Ql5bI?g797E4g0P1rW5lwUCN4|)VL0d*{LT0 z+J@Bq;MH{P@7LKOtu14pxg5ZfT4`xh($zKfYIi#ZmQU?7d?RQDH*Az1yWz>w!NCRYC_=i z?~7DVz+m}>C4vPLE#6yi2)3=mq}yvdM{>~s95n>9dxU&e$F&zfw zL)({kH~`e&UkAVCf;^|lR^s;gek=Sgb5-$pKKGqO#mP-b1MVzpG4)sHZ5M0axUenL zltZ}HbOqMajHbIe>=0Y`v(Je zE;D3q$i44-o^#H}-7v9Z=ZTzUUy`p2pYK~@OzbqcjnO20p!Tq-)8yc)40(}~%;IYZu>YxUg@KkKp4EzSVv@(8tT9pNy8 zF0Y9w?K|vJd@{f!Gvs*g;e^k*PjRANG*CcnE4_6*-jHu$6JS?8A6NUby9h1>4Eo#z z_R>_BEA>_$Wc*m$4Qbclw5b$u3M24m=dYJ4>=xuNEl=+XrZRn(njey=gMb^HC9$OC z+*{mr?7e~3O_oXI@w{0H9iPqYR_4^>F@@XDoHT7J-3JJtw+zS_9a>3Vs#M~KCeLhm3d6xt$-3&AR+5aYpBnq`U0&RDols-r5_>lZr6h+Io zo|^I3R%CNU-2u?*+{C#_gRQOpIAPJYLI4<$c7S-OgSuX){V>+|IU=RV>^*axx5S5S zZ-D=CSt0u`+wBzNdF+6@9~{FCYpa$3H{KUB!yaE*v4O+#V!yrq;^5t+o#SxdC&UC% z6^#W)T(@IF-(I^SPcI1sj{|KNZxUPdY9|UTljnSO5~Sx;xDNn>wWS7YA@K&>JuKOs z%WxX;Qfhx`eMi%uZ&34H{0(?lw%LNY7AbP39dsS|)?4`adZ0hdaYvqKapp{}rqW1W zh!Ri$4(BdrTz!HengbNRIdx_aEJ5z6EfbX|mo4qh1PUkops;-ZsdmUW-ByoNZ4P;F zN)I=w7Yj*8ilH9Nq-Ow_Nn+9m+EGBS;mg@pnh;Az^689lRIc`N&t%`n70zCt?Rhqn zyUudiP5{>rHyU8*Z)yv9Zf#B+LOwV1-|jF(j()S&|F$tG#!kBGa0yp8`WzMX|NWwH|2l$+1N)hvD z-LfcLlAZ{VxdZEz>emdYc%V<5Vkb@ER|^~+~InAPO@|ORE98?(B zjU^4u6Zs{NUK?HkMk|x#e&hvQuE4(DUEr|gB2a=3VUL4`?k{6TY>y## z9V=&liJ1S*hSD8WyupVrsfo*&VV|n4eeNOf4+E`Rf)9O==9e}dz|GTAjH>#{)#g7k z#iZy`2m8JL5{)D_%Tl~&qXMVbkqWXeu0RAeTDOJO+nW8-*EK&cW~p*D0=Sid-9E+r z>EVBGRl9FNihxl`>DV8ZW+ER$`7Y!O($`NDjunOFyZB3PpSKJjrFr~aI%vpcosv)v zye~t2GY-#BHQbn8~tzQ;b1~@F?nYaYtRD|@FL=B!Yit4(?i39v^n)1I;j{2 zgaB_ZA9&oZ;d=FxHtC$?m7{Q+B!T8WVV!wqy{Da=-a}5cf577ie${=>JB!_0eWpov z+|%dTkvtVY6^8#;!QsFBOm4NjNccfRebx5pAK8Tn_^j{hR>(gxo+do$;<;K9W*=ThI z9Xz)(mDE4=;ywR%h0v!T})FK3vG)^|#gx zujiC-pBoHAHZF#SlpZpQs|VkAh) z;rq;d4{Pk7Nb)vp%+R7ug4Qcy`B4v6V*o*H$HZpJWD^c*72Ll z)r$Obq-e(wljZG{^8VNNv3Tn4%98!~df^kr3AcpE1{n?p?mpHI4g%Rp**`Kye4i%X zDHm~7EbfSlM&0xsa+XW)!{^}KHSucs)d}_Uj&Ei2m$o^4qWHHOClEkAeYL)=ZXl z$TNB8kEZ00Pb&CGL^$Q04k^KcEk$du^QZZ`M{0w#3KSk64iNkr$&}Be{s;3Qz2$BY zKQY~Q?D!Adr5)TWbMKN)f8VS*bh(8qud&(IfsxP|t41#wv%Gn%`baHoi}7ZcjKr|L z1w$=P0*y@e3UrOj4}55)LayBiJ2?ZS+nF2}oR@C8X!3QH7~Wm|7^&mbIV3rE`0IAph!^Ets#SwQekV@^r&lcR|IPjaZt6Cx$ul!XB=s=rE_>F zvY~BLE<3TT{`ko6ab;BEdPK@W-?9QGP8jG_N|R}KHun2m2MRg{JR+G~@CrX`QgX4P z@ey340B<6oq7b2jPr*g@wW0ks>zP$<+>6Q4Ib7KFPqg4Db`*0wixEFOPmsdVtw-V; z+r_h=9>UqZ$MSNvO>vYFLID~@)l>Jy_}Lf~#73*U{#0E%T+Q^$J{HgZh((*awjDqG zDG9}WK`#YB99ijHT0roTR+H0t2MZb&47CNl~b9E*&A8Eyk zNTC{-jr7RKxYfebb^D~~w8$*}FVX#F9ol%=#C7Ol2QQ2Ad?N;^{%PpcKwuwXRK7a4 zkmg&|nQzjVfJ`n;=x=MB>bR1u$2Bfmjh(>@Tn2L~h&!d!p~c@|ToOmS2K6N0MNAN< zW+1=Ag{qycv;)J>lh)z@mZhhk+Q88RVs08bMEF4caxzMpzSz(DA^*78vD;L9R4TMK+$aKHF9_q zeNw>k_J}}=|39mihr!||5v`=40GQ|zmnn=Xq5{3P!< zo{M3(VP)tWw3;n(rBqWU_h2K^`e@&V#Y&+29Z5&@IYKvbEMeL^@bNg{>k;eoC*wi} zT&@#3Zm7eXEso99bEK&ajr@bc&2;&@Cezbx#SdMB8$X{l^_;+qmmaaxidpOopNf{T zmkRkRFl_iC!-JSjW;+3yUCNe!jWq2J_BGQ5o8LmSTuv3`jZg!qal_8I=ydIRVj#bx zuO!rBUVRUl5Kw~+NnhI|2%q}CwQ(~VC9z)IG;)#2g2R5}BY4Nd zi*xJ4Q&dPMF8#dmNU-&in+GjsYN~N=oIYOnbb#Ya-NEmqAQCR=5QffO*25#0;vxkC z8i~1@St_ij_kl@)FByW@YA^d44z|oHI$?Cv_Vq^7d-uw1$M1bFme%?D9&=O?*S6%i z0#=Tp@KuNts^QC$uG8Fv$^xl?c5w^=);J~mE5_k{1h{Bjq%KnIkNkbnfni#HtoCQ< z!7IRBpSYfS+|;+6QLFdVCR^K_sdTTfe+i|>8q0<4mb3)kk)ZZvq7X{GM!-Dz)|c~W zEj6q0OiZHrSJ{#ri;ykLKg)-H??z9vj|g;8#nC@t4ZjpE@laB~f*xLQ`GvM zcj$p|YVqz*TKh*f906}%`A3Fj`TE&h}!Cx-Tu5 z`$cF)Lx~d*VZ8gz_O_b(Pm1PEjgp&k%AZxXjGm4#Tq4Tu@(>-FARNH~1N#=vg`+aP zp!n9@a>f01BleNik9B{`%#Bcz^{;6-6P1f{IrqBwH=yXmE2^9&*k@*&4xR0L+vq=Q zTuBW#-4-yv^Y-g9*L&;ob{l&a4?r|>t#+rluI@hYK*`+z_l{Ii^PT{ zC?l)7x7`~gcK?wf;;^4rD$tlNcoBGt?h(uxwJYl_TX?+vHz<2N{=zA8dgPLC};imOx;4VY^c$X(9c^4mE$mPuLG zqmVKCU7iD8to1BN1jm}4Qt)@oVp08fCv!|^gv8~&OXjQo$(E|2HaPHgC_RGrFHAR+ z)_IHm~rO!&bh_IL)2;!Iok5F+Mlj+cD-d1D2N5^ z#{KR-VC#h;vkzx`psj+lv*-5lh0bJf)hBnKSfUgWH(`)U@9ZWD)7L_+Dt;kz05DzZ z%r4(Nr|!90P3FzjmmJG+{+I9Oc?{4$*myWy1x0=RVGc{d9R?=yGK?R)JG@&<56UMB zy*r&W?&-nW20?g`L6CHs<&5S%84Cr67Awos@O&pFwv8dj1XJrD#KqnwD&Io&s6BbV zb77G7K4~i*hm-nTJ;Y$F1}=3t^-HP_p<(T(=KFo|oW0ow|DPSmjU+q-r#HB=s)R^v zldTT^qiNeQn~bgJh>tt-nwr*gaB4Y&N+EO`s-F|r`G+{@H~zWwkqm@66j@OvE(j z6fESZJxL=KvTU6^jwD2pbnA$qwllz=ib!R6?)j7j-S`?iB_yp3cI8`l^?C{x*;*^) z<8=PmtzhIRAaTjFL<-%8MkOnDl`cBIe85$Sa$F}Um57&C1K_@5#nwDstE5J}M`|8e z<{AcR>0SOpVpd~7HXBYH9XP&V#{9jlitR>74)a# zZTDgl2sH1-B1JlXe+k)(sjsm$STb`tV8VA z_SAzphqLbqu_TZAOz#n_;HE<9vG6joec*v{P3*EKjiT`^rRxtmj3sMK(py0f47`Tj z*my9ppt^1qo-6kuL89F~WNhl^%Ab?M%f~b+b2Cq95XULs8cj&k&%c#DkXw}#Ct6WA zINWj+=8ii925{jfU?*+;+QW&U<6qKU(mTPF>*lHQ?Xx{ylcSgrQ@&#Lfrk0%^YGI) z{O8lASBtO1UKz@3%Akmcz=~xHrUv=TqsZgZxRB;&c-RU*Tzy3v8#KY|!Ww~=yW?+A z`j2dy6kQ&kIiDO+@nyz=x~=<||3+bEyintQy;mQ?oMc1=GLB>;SDP$WKi zN6M2jhY8LjzQ<6r2&$vVrg37nb$-L+F?ag-gx;A&ur#Z5-|%S&*?5jv+!lx@vH$h= zvweNOCGWFBt90GJrJR&B>N4VA-;b_}|E>Gkk_4Y=IkQzF-My)Z{dg&Yr~<78)l?KiU3On;boxZ@QLVr{-G?5zy4uv z*IpL5Cy39d8wBb(a++P7Y=AKAu)Wg@n5V>8Dg=DQX~>tA%xm$l1aVu9Z@MhVOtD>f zwYxsWG=uX3gOWKU)N}f-`q#nfm~6E9n?&z5>t=oA835m zYz}vS@N2cC=)LxemS&I-_yIB$!Vyod@-SMI+=cPdknkoJ!nU!n6%ZGf%vLUy4)z>A z<|Qa1HR>1M#H2>^8?xmu54>VYp<&xy{jrgihc8~>veTni)-dcuMo@I4@8zw^kR1Yt z4$B-c(-+U1WZZ>DNw=S=L9RB(G{cfk0DWm&)5QGu^nda}N9S{Hsr={2z*R!{xLr zUQ2>()ADBdl~@9E9q#OT-*@x#H!N(0F_J3F=x|~hfNq859=)7%l_a1MjKPj3OrE z9zVrUb-qs96qUiEo4~K}O3SdY8ip~4i%;NFyUSNMZK1-{1Q|tCoF9p3^Z^n^a-%P0 zrT5fT2y;9b#LNYh;_n!_uTam$ymUWIy@hI~@e45E`RLFKZ)P#xY#l#MT9pwzRkUp& zmU{vtuB1%m!JA-_KRV)5Z-WstQ z4&=)1ljWl3ln?uvSUjQ^7i2D`FhBx>+^PHJo7iw1zcx}Xw=1hSiM3@t1GbJg+Wfmp zTy$K4+C#rSg0eQ>@ri0nsVr3~HEDFM1h~CrEmI7ue=eQ!s?jm_uTh<>74_4}CBU}_)@`FPA)9V!> zN$~FSLZH-S)!KQ_5YGSIl+eJO2g(9r5Ua&-eq5Gk|JA+Pi%@c#MHtqW=e{0o*TPNz z;Qrj|Y-E@Se5i6K(*E2p1kbD!D908S(u36_CA_BK)JJp>j1r)MxR>RS=eiY1=Incc z)2$tXYXqx6{j6eUYY9BpCACxvc=Hvt^VN+MG$j%@u71$F0h`c?3cO3!xHI=HRU_`L zi(#EnQ8BFx9UWMqMU#D(ws!tg+AvHXkm!u?Yd5sd@>>J+R{010AP>=$qyBLWyd9v^ zJi_`~>JMMVL1GZnAY ziujAin9ByWq0tuEwU)XmPts%OJY8epm0`A#b6%q5FKE?dC3rom_&Z)q-NajPF^#^YWBJ_xCkJnt;aU_%iO@uH?YlmH z=LU1c4M|tHa&rb5zZ0|;2^yxeiADU(@%f89_4{v+* zpO0zGO{4tM#LKcHDdC^sDUiYJ8YRdU$X`s+)}}q*N?usPkyZTKmBi0vlBo7Z6X6L@g70P`_|4mMH zTKAf(esAxF*mcZge(XpdAlwmMGi;1QZj_GLmq=eP*0(--Ol(dzTcyOo;T&pcB5qb9 z-!3O`F}bE1%hHGH!V7^WVv)>h?keo;Pn+j#dKRxN>2*9#-DGG!O2><;3Vo2L6kRx)v-Pw&~V z9l$HYTH@9Q0zt!5e1*{cM9Uvj;KBQ_GTx&2py4zvgH#C;#xc4lPAcAi1Bri7mcjIL z*QY{8lJSaJd-tgNq|;6>A-y`r!6-?_{bhzFeGuTJBRsJ_+-x*9som-S`;&+*I2XgWs(5!OHu zQ8|UO@~l(;syG-SJ%&G5j{PHpzZ{#rtakfd&$kloTuNiD0vS!*6-<|TwHd5K`>5cO z1&VkzU74E{I&y2}i*%_*p@@8Bns|Y9ckU0fuAou>cOxe9|Hyg~y97n!*cQUO6(h43nhX zMnYGG{2z|n{|vx#{|92=zkI(p_Y%YP9xO|xXbRafXI1j1OHH~TX{Ciq+o_k1Fpb=> zWdYzSRB`mdPk&37(;5G>jCF27!+ zzv7>nEfdv*e0E8X$!pgbPOeo;zDIm*7o4~NR zDjXWb=ELyffFaC-D5pJ%xP3Jvp6puYX8JdiOnr&auT4C%1P9Gn)+~}fhBg&pQs}OH z-}{aC;vt{PiqLWU*A@zUtrSy-r?@&#v7YES{95tx$^!LUx?W2IJd$h6U3 zxA?paqx+_79Gi4f%`=~Az-OHJ@&Mh=Xlpr$WRLh@ULvAiTIs?I9*x#BlwtY5-cHF@ z8ur62nfAo#gobn-xDl77&w_lyPw4-SsOxIG^NoMdldn=4OSdS5l$gLf%SMJChJ;zX zEROD_6$wMJHwPY2Mj`|syo+5J)J|Bgsdh?eJR|VWi)SDk>tigPCtJBMsE#V>Io@2N z=-F60rkqBqG#V-uaDUrHUwkRe@UjWy%S<(knO4)CX1y>!=uZgT34um5 z*d5^@zYC$L6U8rJbdS=nxl>_syc>{q6Q^9FxUYCpO>3|Fc`To?rvffVF~B8cKRZD7 zbV&~*t{Xjk-8LmBZ+|r9Az4^K2&isU^-@f2LyqDdDKj3-$8qIT8bmWu9V2F(_-<0z z3H#}Iv6jn4s-Q??jLdwTwrjx_yFzn+!Z}sqZ#0w0^u(W8 zFs35H@<10xftT)Kg9)S~dJi6vz{TmLf3FoF;bBx~Gp~cy2zGfCJDp@gH%LlhT^Ow< z@yjN<`y<^q*7f!<3!uel@gX|X>J;SU>1JcX9)&NU1325>noTGA2JA^JbZMjr*cM6*(cZzWUO94Y&U- z!va@c>@(DWWzc)hT|4J`@v#ZGQivT=Y|5W=xB^sx8Tanx`lp$CglbdTZ;C1+mgtJt zkz&rAhv4l$W?br2`XyyEW8t}6WidJ4`zo{iceY=g6|fpnl1wQUXVtR4nqvVJq@F6E zU)@oO9;-gAuu0fnQ7Pxr1<Rl%O^PtW}Q$8Kz+E}5iP(Oo^W;4`A z8i+W(X5CW~#Ebb4rca-!=}WnLw!Dsm#pWLU9yXzq`9YfC43QHqjK)tNz%xJnESmkh znjdiLn_AuURS~-8pQc3vWrhkLNeIHNqP><}eq|{Zd=Ei1+gNrOO6IOmRGH7FK=i{_ zaTNmi(o5xOyn!te8Sh*{`{JGR-AmZfXfr5_IVr!7!pon&RGA8!mC^x=IL)RX%XZi} zuRMI_YqiTy{dW=IL3$lnwLIfz5$IpP8L-E}$~(AaA2?Fr^O;L?q_<2q^YMRpEuh&B0ghI5?;P!- zI)19Ph0zm2`{&$SP{3TiP6n`Qk-w~s)^xtE;>+@~b~!a*Tj9XBf|9=7r^K(-U0CpH z#p+wgqSB^DAV?;6ngx6yzzN1K~KW%9=PN%PwFU&Hde<}DyZ>FKbU`dXt-1Uln4X?8S_n;?u5{NM988~Wl z!Ty4sum`2PYM~!fqSh-#NFz6SO&kZix2c&i8}pfN&nfJ{+3ayDNC)l&79XP&JEz=8 z+&?nL#%m8<$U`>|u zmi{uB$Vj}Wg7AtF_Q?$=r<|D4z%jSgP}Z8bZEza;V@cbpTVYqDDqggou&Y19JmwBWggVi)PenHp7h z>YdchUf;U>)@TiIx8yQI)u~pL1FazR?Ina~VFOG7SXt%B*FzlKPgb|gq?7it_ukk< zG|UUqjRAu#S)ER9Ez>=5PP;MHfX0tbnp&|t%}yyMokN!)5eybI6S+QXGmMZ_y9=Wh zdmzHIEQm2C2DNYcE9`Qjl@YD7@ai7CLVpuV?-M!S_{L>quyT)sL*a6wNy^Mp{AL!( z7;%(Gu&tf=5bI!t{NC@T>I}^y4N7D3YR9eKgi1+~IiHqSXT|X8ZpJx`O5jJi=iveN;OQ{xnM$k3!BVKI}x8PsdM}6S^Xu?>yT)KNy0>Y&>lLV!0{IdFz}D8 zOL&H);98Q&yL#r}E0pU;Ay2)~tWfVKLli8zRJ~(xKcjt0Y~O)*JCH&C8pLV^&ZeNG zk*v+Tm-|AfjFC9Q5n%oPbQ6rbJcSceAuTp7kz@9M)Thvzqfs%Um(Gv&$cIUVC$jg< zk3shM-C3UEut+%T2cf3Mw2k3{iNcXLo^1a;zdaerb6v);WayD2j*0$pysJLvO@)DG z=*3Bfw?px=?BDVKN7lgo zr-SPHdS$!wzR}{!o0fJb*;Rwu1UY|y#{N;&c12LE*u@BwF71ZqoQrHA_;1Tnj^%^I z)_-KTpB`X~?=AWyd>SAwL)dNuqUZ@RZeweuTsN|2GF_Y;1Y=E4`$=oYUyh3mjZa;d z0W<>=&50iJ4Sm1wIJv;)b*I@dO#z;f0TDx^8QI|Z+*c1%1nzC=P>vn8>ibmkRyT`y+_fb7{R|l8<6g=n3>$6kQ53T~i9IcBF#G&7qIc3A*{AtGT z)6A|y(&%#OEaoP9JSpzX){9_A>mP$sL}y^`T6}8aPSZY-+r7Yqx7a1S^sQrI0I9)$ zbud<e}g_8*^rSk6H(YLUIC%EIbArr>V6Q0@&dKTYke?StWBHPq@7}sf z&qv&SxR4!EY4ih*rWDq4VeqZ-jq`(bf!V;)L9D!!69=+S=%F>vNPu8>+m`xqOqbvI zrC3~2c5pL?Ur@vw~>xxAF5Cra1f*7B2B%KU5r$LmHvs$LW=m%|%%y*Zf zGM~H!%gbyGwAS|mdBzc;AzB``8!v<1M{E5d3`%#hUps9`SxvuVu83HTogzhQ45s(i zj_LFHyc0yq&fm`rLmk>Gj^4Ipsb)V3C3muVO8K*#P52&&w2m>!ns?#tTbZ^>TsL$^ zAv|U6qP@W@CXWL$g|+;~Yc8ss1UKwvVq9WYe4~P}21CT%-@n(_9KEfK+wfR9XbZ}mARR$3(W;8!~(C!3!j86E^CEj;h; zz~1oKF`oSO!`ZJ+z6IJh&jz$X-rhnj?14#F-HdkN_w(+(3BSdT zQS~yW1PKc_=`vy(jCY>(gRUzqE0zusP)V|i`j4&RD0iVnZ)ZW8LKojd&I(IiJPCbb|C^oA~qZ&i*CgML+(vb@Z!?c=)-sXTAd z9mLaf8Pq3UZ!8E%Q_+D@fwL#}T>K_$ih+R9I=BV2$!vlXe8XxRN%EweOv?X(I3kL) z>sqpOozu#hr5ZN=U{D%Dy_-s6W)}K> zG>1j^C3lIS8wU8>HE3d2G^&Hk>CF6aqeVV;%2$I*8+^zQiDy3Lk%KpNr<}(^LZ;}~ z)T^Qzz2)P1%itXva&OZ%<`K~#_QeIC}6huF~!_y5{XbcdX-u! zX%K9IzETl)smj`o^FAN}7(_D)!Zs$x-|ss8CG`d!18E7mh+00FW3BDsp%JAtVW%&E z?viWA;`wK1dEkm5r6Ka8_Fje2$sI9^B$6IAoq-xIkyywtFhPk>bGF#O{dK0mXOq2j z?)#%$Wqij{wQ3>&P*k1|cCJh~Gy1CX5ZEQN4c;U&_g(U)#&JsCdwbHezk0tS}SmCBi~ILVDb$oggz-S3_Qw_Hlzy}!o=31Ui; zn&O#MM{%~T>2%McKZXpDKM=Qi7JGcHll|+qL&ED@TiUF=e!~>JyYxfqxq*2%Et0C0 zeG3{tOzmu`{ghS!w@2|I`(U6WlF`$L>zOi3AQ*i@qhL)L2X|}c9=p%4#_80;qX3RY zNLZX()vM@~_*Sz=f zTL5DCmjl(ULjeBW!Ry9XO>(qJ5*5MhA(84!`xi9FN&O2*y9c^m1_5ByK~~ukKyomd2X*`tVskd;UXR zi;?aB3GMtZiW&v!m<2%lk8JIyz2)g$k{5g=%CeaxRsqi6?6(6hBma?Yp-)@LgGkoy zo)^O{yH82I`?-%=0$P^70S}`V!+>Y>|H#G=Soamh2kNG<=$8M}PF~?cY$5%D%`0A# z>Z^_eUM1!G1Uj)slk~rm|1E6)U%c=C^ISpI$1ukjbTDNAbF7*}1(%XQUD;m~&hGNk zrK)X)1@W-n&et$|O25kU7vwS*k*n6paJ)vBks>vYra9Mf)+Y216m79mhojOf)Oik8PMjn%L<(s(0nRyk7vPeeJ8t@_J)CIo}IZ!gMH-9xRRNZ7?$V=#) zuk^=EV~#7To5>5q2Qt&+!ab=Y#4p=7s6`|l5E{XR$ku9;x4@)fk z*4Uu9GejUIJJ1p&eg^6jR3Ip8K<~b7G3Pnt$M{Gu$z)8m8zVtspDo1kfNyjorTe!7 z@3*;?BJ*u2Q2vp_1?cMBCwnX9%E7)FLdv%D;vpUhs_vWv z+o-YGe4n8%NG$xad-c2X<7==6vqK`LzD7QMy2k?N^_)aB7@{%WzW9Nz$qg@C> zfyS39nMP$X3^nIc?kn)h$8mqbRB8g6E>k0|**7JjZ9FOH!LKIdoNxRg+B!Rptt|%^ z7X=Rhd>k|DroMNmT)6T5B9Oo5goUWFqFjtIvz60PR3%B(*)5=z*7XyS`@0RY5J0hfx5NbRo-t8fs;#k#xQ&qvJa9tk+LcNco zNL9{|=A_yUU_Ch5>rUU2dW3;!4>t88ia$KvEvoQ8B<(nY%ros0+?}-!3DNshKFm%Q zTh2mahz2{jpJCKbRN;$X;yMiD9;M9AX{>q12D2zLZ#d)9T*L1|FBxErkKT{G^ZZh~ z&Ph05!p8SLA1UBa?dcMh{^Mw8^yhcZ^RaY}l?C<{C4G-YO4Y<+d__!yf&4S_^as7D zUmsm$ykTLIJT zMhpyuk9L+VVE0a*kHx=v33{q9gvK~n&y9Kt`Hva+&OL8X!w!j;ui=iY$cPSQ{aXn+ zE@IUZu6GQ+tIsNMQ$bBdmdLRCGTCL_yk8^6Y@c@vm>(PXM(J= z0?vS7vdV8sJ;U_OOO&VWnM+sWDUT=Jw|W>_sKwj40~<|CGX2Mr3l~Qur>m5*{4t7` z%!MxmXpBFSMk?7ctwH^PgAH_4KCcAX$qbBu-qKf|;Pz~Kb?;WW?ndS`uYGCl8C;I6Ql->8|n zU|FD1>{WJMd04*{%cjD*>5DRD=~Z&ZaupQpE;fL_!1wIFnAjao@YNrs>1*!@{y07W z%^%Y;Hw#CGw>Kn&mXFN&#fEt~)Tn>y(4YWakqj)#>5Xia7x z>10;+%skppc)AOO2gIn!Xrw#u5~XOuLm7GW4V5WTag4|g|CzK8reL<$F2XD-#TC~_ zB_f(x@e87g#uM$%nD{F;1lH*H{(V15_v}2Q(4etw?#ctLG>mWQv;1cPsXD>Ces_c{j??5?qhSx3oH65N1oht! zNXuNd!fB&f07c8v*KF1?r<^)mO9aVOfcY{xN%i}c!b{FaifK3W*X$JD8c5sEoV%~t z{ru?vZW!;kx5Lh28X-3J=}pyz(cT%UEtXrQbunD0t48tW$hyxzvi1BGmICf8^rH%` zk>=Yz+Ha^&weR4ArXb|KV>xf>S{*LM(l)5`v@ui5o(nk#$Q7Z)a_xde0ZFOrYS%(j z+&r9fhtr8tcwku%&R-ePc#t$T3%Aoz<6i%IA?bI|(w<~yZMAqv;u{BgmTbxjcIH=e zrEyiqBsEcT)cviX$6E=-<;;lMr`v=jIf%#b#7@$OJ<jg60Ya@AZq%ed#a*ouunZfQ1a=TaaZlOdk+Epu@@_3w3qZ@ocX8*A3a=Tjz8T8 zHQ&Wqf%P@TfP1SfZcPIL7QP9~4$Fn+<%ae1JL|nj7ET9i8~E@Is7ESNU)tVl@yV>`wBOqGJCkO9d;I#US@PUE|9wdeNQ-?13mDzuiYi%Pk@$XF z(Y@-uf`Y8k2-{s^X@$I)6;)Z-%H3RfBKkbji$7b_(z3?`sM@n0>hi8=o@=pmduY^d z%40@QI&ouvAb`Y6qau?$78;FD>r1}4d$au7@kLV>$GeX z(u@1zZutb-s?}m|g&S(KU`cSOsb<4X$R6@J8B98xlnKiw0*hORS_Q_B7?`7%gFdbW&Rqzr z&+xMq=zhK!0QW7Etj%kFnBYck@J|P?nwsxiO|dZM_8X4R$#g%P+rV40xGy>2FP$h8 zqL`1#$s@;+A>C0BQXxQnVE8KOvQQx$XglW|S?n99PFWo>FIB?;qXnUo(Im&#C*Io2 zcYi;AQIZkIbIi?P-;xU&-gRQcz7zoI)H%LA(r;xOX=phteiGn-@QTz`_9+(3Ia*{5 z2PLSLIpHq5E~t_>M&G+K>NjKy&aS1Yol;Abf6(+F_kf)?Nb1d~i zh9WIi7oftj%}4dv1{GK48f7V3#vqC9+& zzvDZ5$GgApI>M!;;`Q)v zsxy{-ucvZ$bWTE_gv7Z(fpD?YOu|Bp-d12j5NzSW#XOh5mC)=7QtrJ)M+o#&l)ct> zg5~`iQ@MsZb5iV^W1yRxl%Q9|a}w_U>zh_wkw~GR4%y0kl`Zrb&zf=*kG9wMo{WrD8u?|kp#IIdX|Bt11xOz|dulC`JhFUtM=G16ppD^k3C`RVX zpyc=0V*^!Fm3e53is4_dZ8&W`;P>>fbPjFtp&PYo5&M3%no)2|x+B-JvW$u@dHK%yLx^I)IV=1fgp1#rM>Q?t+k>q)LurMX%iec9U zjyF#p7=)g^x~C0;k&`xd`)QZKLy=5W5UY62F0dueskvW+Ov>Puif z@uO#N!r!v5M}Rt*`cf1Zto5aFSRopURQv5D2_m<}n56&hwv)*Ec=OXdzT z3l3-p>0aeV$O|0Q;w3*L!@v&p>ZkKz)gzCb)HA1c8DPekzQ0uWaqShFE9a}`u215- z#1~eL!>sP|skkI}n#(HT^mg1vR^+HLaA(I@bUTYGL%|Ii8Y#fVtE8mQXC7aG&&0N_ z>%eVim>-@MPro0liQ(DlLB1=Vetv0b^%PJep|+M8?L!`$OA4V`bv2ebV1||f1f4QT z>lU_mH0mGK$LXpopHqGCN&f=v{cR^k!!(IWx6?)$}!TzF5Mm;dMAMPh_~S%M0_FFvdFoBO|3R%wSAq-(HdPyo-mkgdI|S4|;$N|R?rHjQ~X0uy?S9In046+dlwD~%A_WLj2g8vlQFGPmRc1LDyTDAN?M{R)6bE%Wjyow+>3lN0ZYAP+sW83@p9w7_3F7(W z?&H(U!cHKGAA|{-PK7KWTp!CPz)mhyy+KpAS@xrBlG60m9X*cAuA+Nj%JuLwNqBQL zY0d#3bshdplj!YV#ox$3^PmMj_ktRb4UFF@fRJUwr3hAl9C%lUbFvSNb2u_0-ilyT zI5gvpp`=eN+betlv)MFKW3O^!GmUMP)gIZD6boa+FR`4-r7;qCJ>~Iv-QO4Rj(hqm zW+G)0&qYbY?4S6iJPz5{!#q9!9FL9k>}xiXutW}tj8r;~wZeuYK8Fq`tnOK9IKb z(Vc4t2Rk|^0h}>ZFE_jX?5jn?pP|(UUEz6JflkPS1HudX${ycSy$@dJJL@kC2whCycfEtVngUKXw4%=pMKVw8+zLKIb6=&1WRG9k*oGUn-NL|aW_Lzd8Pw#23*{} z9YckE^QSJSx{zx965hPa)Bc=+=}B92KAM-!XGunQI+6kz3JvagB`w_h9tFrv!fAFf z1qW`oO*bWkdtJo5I-d08vVt>$W9=3uG4707BeVoE^ZZ!`*Xo(U2>*<(v{3-Psi zkGpxfB{2^p^+!{VtXjYb9K6{DWY#@dDaIw-j800dy!b!5oRVBaiR`o2kEyO>{4@ZW-#SDE*@l-OF=VuP!+!}w1@QnGh z-S2`$`J+*3!;xcgpb7KCb^VeDf*YX3^jMwen1@rDc&y#@q*rF|x&`;qQp3#mTJJ(k zo@;-w-;}XBPi$;II!Tqimd&8ZLX_kYJytH`06MQPTw*a?#Y^Y1*h!}xr7EkQ1RSDc zz-qV_Buv(z$VHab%k;Lwa^zZ!D6=YJtmhS0;`i&Uiqc1y8On7csctd=U+Owzkun1p zlzFomsKP|}VyJj>vfe!ias{_%LlqG4a|73C{k`{@ICtlWgEoOdSY7f3C%$L*x8M}UPqQ?u@+|j^Op}V=}U-(s|AE=*Uw&76nlSdM;V$U$QSOA2=eS zS&`dWqO(7}TCZJG-PLxt7xg2cFdjrS{-Yd0Z$52@9LDOPR^P&~&aPhX0`--jo_S<` zElzoLQ7EMFRXEq2JiqO`k%6fTGoMged)9)1*=1B0-B~RDp}9_Zo3+bvJiQg>dViwWihU z2LRa<62u`;A_K6}kX!HS^N+ZW!XJ6RMb?rA#N3pm*Pz9e&VIbYU^{G`Q{A#v{(Dyj zDIc8+6RvucOX;|Dj+6f!q!=dy z(wYIAvMMb_(_2^%U7)a7Z3Q2l4sI#p*rFW2aVSy0`cv5rr~?MG|6OC|Q#y5Jyi`i* z96h;S;lG2!sFnW$>O1zL5*9FM1Pc8z++Z~)$f6ut?xAAF7 z>`JKlq0@BLpN<5JN%7i)#Ue@~4hrJz!&g+-5||h5AA|^e@W#nx3#8y9Usj79hkZHt zktrb34!NXzw<{0nHuj|i-Y?d4%sCNy^b=gh8Dk%}q;Zb&H%Q4o8?4$P0YFN7|1-+< zG-#ebbn8^UZhSn3nf3+l+ff&$hc|owmVlSi?wJMS30&CHmFvlOOH6s{2*z;{QHEb7 z+{Dx2!rN~a`KM_o;h~&mQ`Bc^J_iPe$0dHRb_-$?5_`RCo`qKF8tpR<89NT*cu%0X zmU;Zu{5BJ=B%c!dH4xLic~M?+k+0MkH?E$q>5Y!%N1Lo-gzq-MH`4yM2=?E7*pq(~ zI0-Vvm2bf#LL;5{e^r!57?M+x?2;k%Q@SeC#Rj%@&Ph`?VM5E#eYVx~ah3B5oWY_d zGix%{DyhC`#pBR?m8YKmm>I@C)SQpTHTGsuVjoSHch<5x(a>O>ot&cbcO&a|>piss zmx5^)jeVfCAMN+-)a zJ=&$%wD_n@Ma)%%`L&l-(&>+6o|K32B+-l(DKfNzqf)w%`jUiaar-@;zA~punOE!D<{82S6r2 zz#awbk2E}h9vdYa`EmU7>n?la*MFSzq?!*fX6Lma=?=jI7;8n{C)Oa($948xmyWCe zDnoQ0a920m zH4rI@PmbcIUb3hd4>%;b6d~7V8@z}P1h;%kS52WlS+OVKiFF-7{$U?ZPu3g@HsK0s z)UB?%;i>04N)Bh7AL`oFFu`)RrN_2ZRv-FBf*l*L`zxsT!YU1&4USSConL0`6Y{g%{THuqjfBImNL{JBxQ z_6pL`i0|iV$xS65bo9P)oaK_f{c?Cl8jn$Ms9r>|gBSnF({~z#pY&c8;Yu z7c64WNw`U%a$kH8mD&`-H|O{U(B!pPQ7f09=N!uv;Q5Ec0b6IY4$ksV*u`OPkIo7S zLixDmI9Kl0q+$gx58!Lv*v}P>2Sx zA@>K}v}Iqm^zXOGu_}LYOJ_nuL7ib-G!I$~RgjoEagatABQsiHG1T_lYKKSk#HIob zc8pOLZ<%`GKhMX-xU}oc8a`VTYvEcVZ70RIqY1P6a$Y>HH^z0IWp7n)I~8&%1Mnau zu)8-(PTckNI^OJogfwU9oxgtvhyvlj4Hs!B)vG?BX#umV;nTFrRZE-yv`biK@Ag*+ zR7rT0GdC~2-}hyl2UC+@z7?;2Ij_C$9)B+wbx|}Q$_yATpIK`l?ROb8rjNQ#n1n^D`1Mmja!NV9uQ4lrT9K)^wY+& zI=y^FoNPGtdc2iF^PyMuJU3-)!x;|rkDq9CLV2y{6v%Y z%8PQ5*&ZBFUHx92OpeA?#`IXnu1q;_ZXj~YNxV7O80xr`XkAqafBtM{-uCXcK=1bV z-Vm)bE;1Lg8AMMRuhKg@*T15N&=qP5afYa5OlJNtdaaAO&ykuLQ@A#KRZ?uqK;g;q zrhzw9kIBK_vrttx$naCO=lFfgmlcB#*;&*53V8lfsl4MavNMXEV$6Lj&nuwh9Fidu zSL*h%x~6U z=a(Qz=L5RiWW9zVvQUNZ@h|RiUG_ab+TSYw(3^YYp^@qt227$`^|ZQz*>=;J_H?fW z@`l}fW%4(tBLVz@-1)cdRU!?UD{#4a#%vDWQTMB||3>%#%1Zt8@hYXi=F2_pKOSR| z2`6HrLpiQMmQ!W)4);7Vf5)iA$Bu6jmWOsXwXeoXIusNgr%sRGt3p}}bn4BPMb?hs z6YqOvHDb#~T~b+dBUhwB2mgFeI9I^PlS`ti>{7!XdPcT*)g{!({`d)GMziJJ{?S6llcHmNAc!F>GD7Zo?}|`-AW?aueW}mrKnndR80M4ILH8J-i=6s8a4JzP z>FE3a$9P1=l=s`MvUy~a7CmgBK`LBfcLu0c=A7ij_D!INYioTOkH@z(zxl(DRChn+ zzz4B6ouw^hi#mtTJuLqO5@@*CiI$3I{2O(F zSzRk;bqHqEm)1S6@k30%SNhP8M>+Y5s!Hca=d$b^9j|(=V&M0E+@c%gLKOAkqFo#Y zbuWTrJ2L0Ser@G6r@I(%QQaDW2C5`c0#zDeif_n3gz>0gs`toUg22qqignjjZ}-S^ za(1%Z_%dN8SEgFpLYovD(e&bq8o6kH=jbab?OEGjs>r}kdG)wH(W4;oCm$mMVGd7- zm~UWcV|4iI!KGb7G-}-_^!#yR<7mhE9O?cZ<6b?X!muGt;5QD0v+zBTSgDmx`zl@d zwn`l9=VnrQdwx8R+cCuo%QMp$!)MN!`*5Xlf_rSp z7j4kdk|^D674)+v|5Qrsd6v|JJ_be}{wzt<(pz&}HQ*_Cri9yycV+mSd-RJ9`iK$? zn~r;JTMDjmxf(RMdbF8W)*1SA^z=?-ey9&L4&*IZF~}X69&lOMPy7+@Dt)1L+~b@7 zC%ne>BiTHi%=aX4SU|d;u`=DnHqG!9`E+E^xj})+AsVR|4NwZ5`8yX9(laIrWAMA; zsvb!Qh3JewG<$7talwXFk#woJXNK+2-%rUJUf09C`Bc3 zI78tPMgws}&K#x(eN_GHD&-MrDuX(tqf?FC^Cj&PcX!^AIzMQhdC~L+ZBO3zc9&ao zgB$qvzBfkxVDGZ)3r}UR3}SOJwS1y7)a&k-Ar4S^eU2I^p`Mfp@d+}(6$Zqf;wSX9 zTCcNirZE3VNjqzU9RkVSJhHY^&c0jSdg&m;f_4z?#4v?Vaj7!djmr-pmQ1N63S@$W zD#5kvNP8`I+zDXBhe&A`)$7HlXO#Z#_U;#7j3XP^!2KNhy!OHB12v@hkVh+w2qAp* zV);r$i+#}L#;9$KAk0vexKk)qX{}-&)_Y@)p?lDY9n*QgYvO4P%wY+4}OXBEy#EA zKkJS6Cbwn*BfU~qv*Q+m%GQU zOfCA&O)$)kxiAbby-=?2}{3yA!mlaDw-d9zqszGvG-R-Ho<+L4h;nJq1wi zbNZC4CvRx-IVguaFeajUAEO2@Ww#$d$Bd)7cG?Mm-K_(ZQAizp5f1bba1r%7X0MNc z*!){`2e8I0bJ|1O960|elF4hj1@qB^G^LQ=Ks_> JeY5JRz>C|1mwBe#-sRW5pS z@{#pDL!b*8%CB$wC(bWC0SHiXdcub$RbbN<@qilgXlUS z)ch?0P>FTlA>WCaetx256HsvJOp!f%WkZ(s`;9b<&>(ji+JLWHC+a`9Wm%F$2Gf?C zS2J^t4)VF{CSE2<(eM=X`nH_a2VD79*YMy@z}tiV+!tF`Q6}-4>HTgVkL#j3{ioYI zh>TNYAySct$71b;MRqp}l$z1`7ThKFx0PmYY2-fB^lT5)_SAGHeh7*(uxm~9;LlyecrF~Up$97P;{X6QR1W$Md4f?@S2;Yr+$qe)_ zSPL$&4Z4w`eK6Tg=r?~;JHv}=S4NMYL>~0kLsuJdT&-3(ibUD4(Tb{<=zBsF#bGcuTR;4gfpT@r?6$GtrZr*oKU2YeE_1)&SlA5r22Ccxir$12vR22r1I<)!V6&beDT$BWoC zU$76O>&iYSvZi4)IYeR^a=w8LdbW#fFU3Op1(~+joAMo=rtF228K)LYcO|#73ynJ- z+~;^yh18-oyVUM!#rcK2xp%9fA1KiGkpUgR#}>R{@`7wYs42;Fsy9PnU9Rpg)!GF* zycLttfZf4~9dFqK8iHK(CJ6*IakT*{nEq zm1M^2UA-@;yA77pT)4};406)sHy%HVV;7qgH&~$>wnK567CmiE?fo@Wy*77I&VdKD z$hlR`qyJ%3klDVygDpA)x+W-Vh1dg^ZW!Ar-+L*FR3~)_;cz~268xQt0=HU?YRQjD z#d2ETJ8t3w;$OZ5%YEO1CGJoDpxrwfIhK#UVQqTrpo~uPc#dEc$`N1szc6q_nxgN88kGSvEFW|Y}@l!4Nxbv);W96BEE-SY@)01iC zN4dp)bXzR?8`Tu{X#WTMHmg9NgaV&1tuZ*M)AOXs{ zX?2CHUnyfTQc?N*`K@YMyWf3R*N5fCXHb{^bzw-gSZy&F@wt|RwEPtd3A)|5nQ$n5 z>X3StiwMKWb3#UvuDI@fFDwfJl)fdallNE@dn7fFgLpUQOp&d#PqDi(X~BahjWb(x zr187iu;EnB=sLQ4c{$SpVqM9)?t=h!6=*sE6za@BMqM*`mmsy#W9h%r>X2X2pFRET zkK5@Go|fiaY$8dJOu+5EFE0dC;62>g7XF=*$S{oUNlU2|WlLxC&i`g;Z@uBEfKImc zsFsj*H!?g4p}~4*vW#+%1xx$nRE$?m44KfZH?o61RhRCUNRX>mrx*_E9iJc!LVmqc zFy}asDiAVphK9H5XX_Z`5FVGwWgWMqCVv($C=qw*=Dwky4ex%+#&~M5=6!^6sZS+D zl=w&Q7S9DlK0&(VpTqm0a=wCk zAMzB;v^LrU5I#B$21NNO=^dJ2X#|dUr7Ff$S=t`4k-V^0`>k z7Im^gexh0Z4Y&;YrGGPHe&xLu!*^e{MerxGWoGMgE*Qwoa|G#UQ_DFZ-1%OTYimze zbM@*+gTJOFT2c~q6S21Kg0+v@mPwTzy|pgx4ZOs*<)g}5;oqhj3Q8;_CIHBbao2Xo zAyB$;gre@r>1Q(SMr-=OMYl57mDdR4jq*~Ma=0DmM868@LRM6FmuJ8E}%}O9&T5R@<*^#a8EmCk}?ALgGPy zHhjscgvVuj+fVf01k%24V#QqbDI-5W-{VS~+_-1qwrYoR44F&T*%k6vE!!Fsp<&G1jRY$-*>r@8SGaO=Y@^C^ejqqdTovAZ1~Qf#H}UTXHroB~3{ggidG4@iuJ zeK5#UGbn{W4*z1e_BQdGMWs{@LBUG|rBiT5KMu#H3t`c@RAN-j0z`@Rsj)ywny zbJ1txQ%tQcHh-C`!yS%HRV)MIyKe8UiUoT7$5DT&++coWuVYYk8*Bi!L>F5HZ#>O`KV{y zm2$(G?SeTmpHoYey&_wpv^y%ta*-z2$!4E7Xq=nJAFDCJ%lo2)DtEPvHGG^nn8rLK zL8O;V$WEhnnI|2R!ximQ5CifaI|rU2}4QcSUBy595gL$!gx2+|rw?pP8uxl36__ z3?zw<5V2icft8H?8}QqNH;D;qcQ}4uF|9`43D(niJgsUDXNUpV<|x`WFbuN*+-{O{ zodG$ak&|=<+|mExsPT@W=F6GvVV@Tu5)&fWdlnF=Cla|9b|UM9)+ojR2DvMjyPsxtBVko|I zD832eCSlxMx5n~+xtsMQ;CbqH7A4!iE|)>Xe}5sIe5e@F3S7aonIIl}whtc65#_Ji zmGf;JN`Gb2S^@7W0Sqd7&f z3)+Tj**4TI+1;AJ%lU8>oEn9aYTE;oV|?ha&XPApd0U}_TpUdv=bGMj-o)nxg!sy! z!;{OVv8ICk=3~HL$Uj;fOa)^#pB&!^@*<7LlIGfvE#*er+B*J}#>6U1U&W?5**)GW zEJW}7mDDQlN-P=r0HApFQ#Hc^6VI(Wgmk}I*G&3sN>-P*S9xN8u5Zo#Ph)-0dm6rW zqUFIa5ra}XnTH{QKf(Qs-fL5aUh27>))gG6XU=78RG3~;D!^qQFNAf@m0?#24~ee* zsxjOa5;MRG_VS5MG>6K_0cVVBn0k6)uimGvQ$@-(>oeZ-5(tsb6x-tw&k@fSHG*I< z5Ao+zw8~=PK^@7u^nnAO05;SplE-{4_=aPJ?>&i4x4iYzr_YtMmoF$^_LUf037|O+ z8tFo1&F_}B=;&wf@7tb+RNU_Yhm%H|auHx!=a}p%cK*>EStAcJzh>9N&&pr(@~2_t z8T?T1rfE3sRko;~7hZph^w!w{HNU^3$T5gAjeGyX9DB*!+o}FM%($J8OG{9gqA4U@ z+%@I(8Y-wvH?;@gaJ=B|U=dhb?ZRk-%^GWl*ZY8ck;K_(glYR(J_ zR?YmQBzMQShnaJq&KM6XwM&jbZgwiLzGvbZYoG^SW%0lpl&enkOl8v2KfcM=7sg4f zQ^<{dWF<6ZAg^A7VC+8*hgD;$4+R>3DRj)bUbgAwZ;k;(bKl}LjrapaO{^CT<;sjy z_SNu>7onUt>P!N@Z{kAQ(+ZvTzUEbCNYp$Bch8oNoN+)8$0^s@&z`LRrD6jySq8rt z##fXRX~L{U)X!dqR7?igL1x}9g$P^4y&V1_yPvvJpxHKY!q!6lRQ$C{*~E_k0>PAn zk!Y~`0lVgN{hCDYH9(PBwM_?@-F+FVoSi~hjyjLOG>~>nDFQq66!!u4URjip(~!}u z^TOtBzKXrOD~90JOrT8*jdc+WuD?b1s{&@SEc-QtMtv{HMU;zE1Tk%}smT`w2SHOa zwZe5*oEHd7*nbWzAV;O7u;R%R&Z)AO(eUNSk57p0(08>?hiQ{f>QbRa5eQQgvFe+|7H}&!)2-rKgW2j!;-(PV-?XKBe<=0ISLIHjmX*EqRl}s&*Hv?SA3tZ{7;zATh|$NtxFR}+ zAmwg=64KlqFQ{Be;841V`0(z+sZOTj#f)R8cNv@61294V_!f!lP)PCI)Koi6-vnd; z(9XQdA>xd@&CbJW7$5hkb0B)|<`TY&U zh#YaB+usIz3QXy5Q}*+L$f$qObCNPq!vqj&uq?Xoz3e!wo~7)@d*25t9El=_Q4-wy1RVH=^Oo|W6if`*><|w z%$&nmqZr?gPmm6&c2)NEVC+83qL7KrmeP10xGOn*3bj&p#E~)`W0PJPGH=j{JCPxK z);5NOu1%7mz@nXb;NhuX{!H>06TiTbAl~}7ki$SXZ)iXMdI3!`M`vOXUaGigs(R9ZBAq_5FhD$?QLWXQ-^W(0Nf6B*TmllZyzO*^Czi@ce?)= z0<0Jgtw_Aj2$D3>WSt*tHA)>gL9wI#ZT4IGmDW4RO)C+(37hWf%3HLfK`EvttWS1) zF0G1-uG4*tV`BLfAs86>pTr%kRd3BA|^XH$R zIIr2poACLfzf@&LWYG?SQ}K1bMK*Y1&GI-Jt3GO-~Yhkbz46)9gu=Y0hb}~3kry6IUg6p;x{V76 zgPAYkhkit9o>WmIZt?B?HbvKUC_0JTH`+M?2d*A+ctk|^BU-J`9R2eAv;TSu~ zdtxL{S~sPY`bGzcwuA(}E4M!y1gy^(S)=pn)f8_;QWX-n^M8bMoJX`-2xtm#TfuX+ zc$rtmR}PNz+rGILnZD%ILA8g4b7pAqGC)dC!2j43D>{Ud3x_&FUsE%xKX_C!sPTW} zrS?B%!v4P*7ww<>L!9cNIBO|SGXdJlexqfg zuHoUifb_k{<7e+iU#m$I4250?a*h>Nt)7hiGsI=F3qBpSH0p;Xa%BqFd;c^bjb>P|hTJj#gu~gXC<102 zKdEXx+9a;Nr0-ZZe8gA`f$(%?ohYf-^GltMWas`XD*fN_)_-lkMGq=b@eDZP_#D4o z!U-$?)=;97e3Q$2H8<-W>vH6!H+uQsuAIElS$>u)6G`Qkz`Hj-lmQIsW(a`3{?8CO zY=^oJ1J&G9o#n{?v&H;pY|{TTmMH<~io9~7p%PcV!F!=WcYy06@F!F@k-Xn7{(t$T zalcgP1&*t?esIj3+%OuEPjc{emny0Fy8ARSz2Jv#yh?^8$xQkL%5m00xV-=!%^SX> zv~FC}{vnsHJ9Raavoyzfj7}p$AGmRC8dd#^=PeDxH1H+snzr z`zBwB1E=W$=7xWO3!y~>U++NDXl~FpvSTwcVYxcMf512wo^9vrHIi|}sQqAG7vOFE zt3my5#dH73VLSO7X;8+-7NU_eMXvB~#W(_tX+4Iqc18p_#~v!sN0Wy)ClxmI#m7!2 z4;*3f_baw`ybq1JWD^L~CEyH$`gp?KH{?HBTIwk)djy5)IZ0|iCXP>KOK?<19fv=` z>KWJ0z1F00Pt(p{FWZ=J=_9i0%@+EjxrmqO+lMY!BWeF=>1+seNp8m`Mu|Rq7^arD zVFcLA=qU=ci9NMo3p^Va4CK#o8ChyufS5`EMn|aI?TyZE^@-rNUfV9`=Q7IyO;)B$ z+aMuJ%U3s&h|E-6{`e>3jJoiMbv%B7$X>)V0ZF{R69$ zfiSUB@%k7^$wn<*sQyw+e=3Cw;4e2k_D7uQjXv9UwXaLeebc8No!OG>IW!Ha7i_H} zZ-Q1<<1?X4c0zf{*26PP1|~v310z2z;+ZK12HWzR%&G(B$HDp{Gy8Rb2%qzUU9_rA3Q|X{$lr$!lKt;|;$7WAYEh8%3kNId3{0vn1vDyT>Za z&>6~yS7RDsK&Jb5JPT7$lvWFY%WE^^df``jD|&%XxgqlrC$y|_F4l(tII@fy-YMpDXjZJLBWU-JoY4y z7*4raO$5b$@AaF9vzkDS=)Vit!D+q>b1FQThdpYPqlg4E5LJM-Ss<%%)4x%rZqO%+ zEBu3Z`@(=oW^`UDn%^rhB)rr1{~pG?82aLBpzdnqh3rNw6>9|${LS@b`XI!eI25r4${KekXrpgL zo>Bj6c?2>hVLCMN?9MpZs1OMq_Gr%^OCmSyc0)v{j(feW^Z%fguBKV9)s$%~k8c6l zr%TqPDB`gSc1*l>%8JIxPr+8HD!R+(5y#mDRa9SfS$ zJos&&m-gDs8`>)R#o%V|m!oyIQm1*t=4k&B3}TU?XfNoD{-A2fBQHYWZyi46sJ zK54;oUxyMUjblJtewY0Z*`ZVARuQMJG4?edlXb-F-c+>&_XK%tTFH@67V)jKTn!_( ziyG^*p7N5yQs>Z~g;Yi^U9Y&Iv6BqxMAa%~0nZrWf`gc$hSt5S8P4}#^Z#aMWaYW3 zaWOptxm#FC?~0}|{p1KJWAw$u3`#;~g!(`CLHB7PV!!vK!>M53(9H4n)tyym+kW(!_m&G&xjG`nc z`cJZMeH@S@^NsqFb26^m(~5kG zM>N-Nz8OgzTg7VK$w-r#kx+V`9dd0Yx6#)nXRkCazzzK5u5y{y9cJvAC11 zQoCa5K`^^#`B25cgcbS>)?SBvMT~SVeVVjKNP+D+B$mW=v@N~+)w1u$4@Gpm`tCK5 zQys2tE+fFd9|txcyH)$vJ8Zu-=5fQ;`*U2L+oGaa@S@addM1{mcJXquW}^Re_g?69 z;8;S=NO9<7GWzh>Ewd394(tgKXYTPab za}iZq(?%-?yxH{(QfdV2YbD?uiE>>6Ws4AIH5~t{tWpT`0*3V1s2zD{s^bv}@NDW~ zp7Qf96**UNCU{$s9--QTT8$d&cKb3oiTCR7xR9?1B$<3-k?jpx)$Jxe+X7dSP9x9M zk11EfiT6E2!mV~^HY#UrR-QN1YkC26Vfg$PPI?dv$#c`RW>ikxBiD%pO}Voxz{^dS zz>$}3^NTX}dxtI7>m{A|$VQ;7`lgt_iEw6>UgU}# z*N={c7@q59VmjV-2YDNGubk?tZ?Lk@hb&7jXLZ54EH3 zmN-e*N|KLWoqstH9~7)pSTu$-)Kw`wmDr2!xGKdZFpwFZddSJ1TjxhOavYl#(820H zXMC|f5CS&cTTXi^9st?5pXh1GaW5(Jg&Mf@m^IRMIkT9VNEYswo>F`?u|ZMNFH)Hw z;XKlV8#Bx*#=qQ*6TQ-D4)9si4HE12yUwP(YNt|9%|Re1o{Yi8!9F6xL8`8m7e6L~ zD;X?Hu3HG#(^JHpd_Bt}=4m=XJzrW(~*Nb|n=DQ%^TS^QSsf)jV8+b^;A@r9*qD6|t> zJ5Ox?Zts-7W5v&s*Q0EJhno?qm6wUSa{BIUHDBFY4xdP8N%ajZw^5NBnX6K2-9j7P zUnY|&^K3yy^Hvdef7eNXG^0(wwj;ZVQI8#-=4XkGyfq`ms>Y+1z0iA9N8$I|%9o&> z6LBEObN1A4RS%R${FYOA^kgRb^oyvj%3@krbQnGP+uh8dadwWHs^w1VI43;|-MXZs zE`nK**A-utHb1(quTSI_yxQm%p%Kl+m0BNYlyP8nz(2Agp0@RTRG~82D7^C zY$wgOGrMxnyi;vr>^0(iO}l5^?KQGW)Gyh()DC*C@BP5g_7s=WV80Zaxf(ey6s(hP zX&E5m5@y8I0e7AlOi-)%Cn?sSS-RvIL3Ko}Mc-=-y)_ksmFX2VNZtPD%3HpL-%Df5 zxpl)m4G{NfcbeH=8z=2T6($?{nsg#6*KI<5>iCXvCC6dkhJ^Lg)%#FBic+lw%M7d6 zwte3%Ev@F7#>>4fc0tT;v-f0Q=Ff-73nT_jbFKolNm?P_9Zn|`gBKA9kqpQEnorDF+g2>wCFFh)w3Yac-%__{877J;N-Dv(<6qm>qgeJ?)!VQnP-PKKVCbqHh7Sw(4J2EtHBPy<94@OjB{j%ExyEM+|U#*v5 zcqEouX9}7aejH~v^XN-&H@lS>+$Bw5PP<0%*7wj zy2sGhf7ose{=_xQad;!lmAs{I&^vMk#lJ?Z_!yb7tYKPPJYU~p-sEh zw(h28@6zJ?Tom{Hqr`V1)u%YpxSH(@=Z5M55TFHWW}2<{2lgCZZ*;bS?fj_= z%|s=Fq$ibE9@|Avq_4#ya@}1urZ$j;oJi6n1KxQCOmoG zXRUSL*X`<7U;)~zM7<`QH-NVq4$F%d?bx~5inkzvW!oz zVdhkSGpZP1TQhdE+Z>Vx=mY4q8+cErM%tMr-M8Fn=Z3OcYUj| zE)r4pMtC>{nBaVmI=HT>Fl6ZqRLSPJ!Kn#Ajc1elhimzuFDTyPkLR4&Iw9&WL1^FT zu*}RKm>i8Zn>}oP40Jh>HoVcA=2 z4m|I)2zo-C0ie&!u@OWpYj zP;Nc{N0nqr0%XgLNJxGW0d+K+( zCpjPg`=g-d&Bc@+cuoMn+r^r3F^wqafuR@s;~&>t=#UcA1w$ZBgA_Lb=||tz z-~TE(=)VYj#yu!r29HyHou!5zMQBQGlnZ9QIe2@oV*g#xxYU~(&5obU?w#{O8J(v6 zb4pFAxdk8CAp#QFC<@t08Z7;KQuib|JzrJ^VZ>8p(hwAIcoM))mKiDUeg=2x&mn+52iUk%Xqi ze&`N}XS+a2rj=YJK|`-P>%P+9MLon?{OTht6W!^rO2CoJDS-1;U$>Os z<@EJ?n(a|TJ9hW3%FPdU$ERK21~OsAl;publIT#M#^nUD$$dNXVi{}TRM_L&$IwUr z63DBsX~!$A#&hI4jr@ulc<=yO7)Yjl-23vr%Cy>y2X-jnEJSIgDQUM_zhuj2{xUHP z^d%l+FJ310@m;K$zysiXZkbhxD=2nm?{;4m#69IDI3Q_lj~% z#>YRqH-G&JJi~r^pv$i90N-F4@ z`5JbP+~jFAcXsj`MS>VFoG>wP)6DYP zE|c6VD?hLH$1pD|wUl?;hNV_+(WFivCPj72tGiTT@I|}^z&Q||!>(IQA_~z=R{U9w zJ#v#+8_ofm3T5&AC6AdPZ)8b~zCnB!Uz2?0Lp@^P`Qi6UrPKN)iK+Vxi`XjcXmzm0 zVv%>WBTpk-#`-HDU;~_-Q^i?Imwhexb&G|KbAFeWJx;nMu3AMfPaJu6QeoSXeRq$S zAiG$VL$r~GY0TB{=sqCO;~WX5R+mwiiP6W+d$$6dL8M}>nVsWjg8+su3dBj0 z-NkI}ElAYWG}MiixpECiT};2Sp|-6V9A^#huQ~Qcag>o6x$)DZ>UBQIS2h$3uEs9{ zYA-@l-j=D;yYZvKZMpZ~ z6|CQqtVqZU_rVteyOx;NGWjay$lpzU^6T+%q4n5o`l_#(xCBDf7C4NPo#Zo;!)e~z zY32%c6VMf!1`~BHnlzne1AVy-4Gk|a+_80U7>@Q4gsbOTbHOj0GBif=62_GD>N44@ zEzT4FKuT*w21;xS2d>{W^jh4j?CRae<;a0&1dfre&oqA!Ep5IXu=nimj`}_lpAI@g zB21#I-g8&Ua-Zbov_I=uShp_T*RukZow6zO_!MG*R5^j7H9FBDCR-*d9TgpA+3y!o zd4N8|J*4j#dRM^&I9(V;E|}D^bNCnw%?39l9<5CnvBj;iE~3nkt?jm$m^&0YA~@GL zC!)dO)3=9RSLNYY#>;#rnX+MydWG9Zpsg{VG(oO?=tS@L%Tym|zn8x3x!K!zm(Ifq z^oKI+E5^_)*M)xbE`E}1^I~t>H>kYYJ28W)>^YfI#fA|T# zVMjQupj`wL=ojCOEyL&gHH_^!H{Z#phbwAdM0ri1WT18%qZUrOc07sKey)5f&X4QT z^G%9BRFIB~Wz$I3ylvQYQjmJCgq>B+cVqIVaGBQQ*tr_HPFjKj-%=#^dA}%VI~P4? ziuGGYKe*)P+7?iOeZ9vM4V*?e@8vh|C8n-zD!KGW8AWTah9FwVqUcURj!14@s&aB`F0Ptw9HpZGAG~jL9 zS+OIE88#Zn?Ru2wI=vyue9@EuD=yu>pFAsimzKTs;8s_s;qklRkK3HmZQgdl(sY%_ z+5jTch~f* zjp@9fp6-7X-_b-%297fFfoCMS`wd@3Nj>36!cQi)@iREG#95`p9H^Kgi{~Nmi%g`U z(KI3Tz;YZyxChKnDJX7nu|R*{4$?6>>sjN_Jz;gqEfD=1)i6b~jnAmWD|vB)*2cK`jz!^q z92k+9#g8*;c9C7BJM`FJi5kJNE;iRGRnu?R{-|sS?4QxIPn(Mnjq-v6iG@CU$i>I2 zApMtrXK+3@018-eg;LYbIc@LWh}PGKwN^KbFXU(5YT0!kF9IEbD`AT+n)`Hqp$ z;p`H<>6__Y8pV=vsb@E}Brt%eAVRAXDB;b+G1&;RQxkjT8~#_(9t**9GCQVE57<>NWIrB<(201=g?N@s{4Y$wHvjF$bW~-S4%GF|INdG^o z>s!H^E=fCHukS!t9(2n~ga1OT1YpGm!%@pNwr@F@WdNb#X zu2uJmux-+UP02vQ}LENWHjmdEewuRI4me=((CLSEPx+iemYhi5t;>&eZqT{A8V7*v9 zb11x8YZ1u7Bb(0!ry}iHaCYLppdJuM7O@brgu{L-^^fk)e-TfvO?|)Pp%^e-nh1;;>NXfISyPU`O ziC()2GXjv?U2;L1EcbWZAKkrs4dMq<#eDx+W~;e9^dVg_a3KA>6hne_*T?2~mbIAp zKZv=h9xw5QVE9&6hF#z&VhKmOl?&KhZUORTlUBXQ%PDe--Re_v7716n$KuKxAro9h zEDA;?{#?iML_fR;gH(py0)gQ^-=n9$?CR8bl5T!ZXSoA5pAvfg%4W+~58wJKW7Sb) zkfcT}aUtpmgS9$#ZziXMvpGFOPgAen-c#4sbogdr4 zN$%UO-7*g*15@3Cvs_b2cDX3$A3KY7{&5rB0GG;hpw-oNP#iZlQ|x#z;y5n-(n41C z1J|Dn08Muy+2cUUQ|yZDx>a_c$sfdfxYJ()2AUN;%%!z_xmU9cw0m!L(fnirPGmII zmN6BPwmZF;M^l}Nmdr{H9BREkPTK3S8eUN??2;_ojd=L9ltp>e3a&P_wmaZ z0vRy(Jvvj=)(W@lo6kiAo{l>7U1%hHrZ8``Uk+BDY7R2#OG%Jgu+R5gtI>EDkiWZsi& z7*tWnM%57z)puc7waIs*+xJgA*$M*R4cGcnum2d*nL5;PzvWml8U)UgrBP}lr7mUW0$(0AO`{kQ1pBqBcXH-xWXSl(biI&Da*aVZv+bcLSb z^LQrIbTmlejA2|7#S~@!W6-XyVF0kasDCAV5RG|jm}|PlDftxZ=FtNCp5G6$eOz7% zJ)2-kDa#L^!)kd77!XAFPkx6a;c5=B>zjK0Mxsf_{tCO|)B3J1A?=nEWs`s0y=Kyn zEoIrOVn$auMd2y$+K26D@-&3+Vo?Gw1jNU%T#`2I3N2n^?TUOw^l7=*Bi>VGXHINt z^7_@w0rBA3S?K4)xVn7TLaAY?H4bvA>ewUQCnk<&>eXTQ180OpW=94x6S|Ucb-!p9ELb`Tu`pO8*C+bAh#hLsMbQ_}%cO*G|%_ z*`zVf{AV}%dY-M(6eflhy<3wAk4n6?7F8m_;5I4Jh-d57>d#1XJjyiclrPIg@%R1r{^S3Ak?&^&zy^EQ z`S#6jC6D<*VdJ$f=2C5Q544Zw-2{O$Gc6*lC(0%9FZtN_?cK;TNz~X@lT907fGOZP@vfK$(cf2Y(8K6i9@9Q(O%l#=S-mJSwg74=9$&7jalOM%MpF_DP^`ynnAY6)+2^l)>3u@Qlq@Y zMY!I`b`Y~P1%H*ucT4nw{=$I{a(jGRK28*7wW-N4AUwe};BG1A_~V!1-~0IwcpQ_u zSX)pQ9I`4ps0jDZXVqjCd>sFFO}(^nThVI#yn*}bJe z4ZNfedbDXZGxJBubp(4o8fJOa|GNo1ib7Bm_;l3QdTsZ#e6Vo?FWV}~B?@Nv$W;rT z)7r^&^_tFZQ4B{TSzy3N{?v!Q_&r=1?wD57!j{5Y%u{B;nbeu3;oHP3+4pEf9baW&=TrrLRN5Xm*ccz`vGZJ3!k3aHBEdwR z@8GX4nbBiv`gFG3?*>?NvF6MNSDyorwH-X*f2&JUh!Mw(#vm6W*v$D+_IU?oyxUp`V1WF#@HS#L9V( zH#D8_erh$~DZQ9Rd53<3cJ(=#R52M@tIJ5+&T+_y8@vMkffU;XM{&K25q|ppgM8pk z%Zvj5xT|G9AN$$H_*Il7>06@X%_NF>xBrG*gm%1cU&uy1CPz{D&8@Vvv^y;ywWPR$ zbz?si4fe!{G2*SW6`vg=Q!&is2O+bFnmHsv?_8Xi+o|o!-m@}SoTx1{DW9||#%P-@ z{#P?Z`LEUP3rwu;shG0{p3E>eO=FKTd8ac=;P_k@d~BWkTYNRA7W!#Lzq|9^5Q0_Z z{_BmXvOzQ*)4N1V!Z{e)A%zkN8A<5kiN>1^D9V{b3pc2+*f7NoxAw3QIOUhst_Ca| zP|)XKH}2kXUUUsnxHIlPta=ko+K1gY;%LOQL0oeP&F{i*a(g`J`1w=EymnWL_-D~Z zydEdSd;nbz@d*a>-JksgHC{@?6kNT$|6H4FR(K@&kIEF*MU{;v0-@^SrU|DXKyRR?yE|BE%GLN?-0^f>!b!Jj@TBEqV}%UY_oFXr zx@puyL7PRqxzv`4c*Kno!YRs4Jg(hzi$F49JC178wvI9C(@(;-rXMEiB&<|BP`tn{ zxapQ2&Z@gT>#gF8m(8M0K4oZ*+v+|uM@ZCz7KU1dcAd`Y4ZtRq%>ac9fD z)LBf4^SJPHnv+z`N9hvpc(1?8V1AOySjE$>Z2t9ML=u*!^2n7P-YkEeXU&1R$<8a& zh^x>7G6tU?tMH=|KxM-2=t##m(D@kEr9LV%dLe#oM2YF=e+a9N=40ymNj4uJIBf6& z_eI?X1@>L6-d-!Q_T#C>3DCa+hMRw`*4Dk({v50c4pmTb2PU$8LQTLP+%<}dB0k>J zT3Y1D@(~&;YH$t!DeLUZfbr&%4O=VrcJHe#EzC8fAEqd{0%PQD${oi^3Uf6DW8ko4 z@Yv7OOwoC)1Mk#pKF83?!EbdjP`okx{kSlL=y^@U%2AQekc@<}%==zBFXb=u)*>XO zxDS^tQIWN;1Kb4Kc5HDm*%4fL2=A8Z%9zSYy6ESTaEQS7l)u#gmf|hEA55#e)eJeRxSE!+Mv;p zy6zo0-ufHCJ?&al`O`n*4}ZDXQyo?C={fNl$j|>hLR=@kt{vw#HsPEL!@vE8=M227g1%kyLSV+B{@uTEePuWeAbMetao)gfwYT_sQ zWb!|%85U7m_c<%1lUl1I8OgDddK1Y?d!HOp=ieJ$WZ~3uN3FHRPN8VY4{xE2D21f! z${2ZxQh7{`U2J}W-#Sen$%k1J?eVN30{+R~#@pOA;SS~l3eXVd8D)I7c!KDTRVK97 zZ;N^f3KZwHqsG~38q+DfRE85zGPJJl)q$JX z&m_({&Me;$ZdA>l#ZlcDw~!CjLn~_EF|49TCR>n^u>4IqqlCX97BNE))8FrPDNzU@ zgS9!NMH^!r80b(Dx!c2nX)mM7m%f7W561Pcf(Ap(RJHYzDS|=EK}ORY^tiEXdFgt$!+HTzp%t?C^swf2?@ZxaAEU6pgtC;z_vTHkH2+2Fz`;=%DCafGJ^9|Wc|87ybOdj;PmPD3Ur zg?|M`QQ(k?N+M(D$(>2T1dG|#r=V8OQIzl=?bpYX$QiY(?`Jxt9=r*h*CGVj;LdsHzijOp0>}&qI8J&PMiOjFY(|@K%uf>{7I+$4nZzw z`?;cq79*kb7sj%~v#j@S%~RcR^bM->*Qz;x+2e5^lKtCCH2ebh1@pMNy_belAv&UU z(dSjS5twpcJm2EOoRI(oZ{)y~;`hUC$XDyd3`J$d;n|nG0}0dz#K};nO|I?PvZ2|t zz^UKR8r;wFm)+IE5mi!Iy4%FNEau$vyd&$AcCt^dbG~Mb+Cv}O@0?GTmo^Q{UF&08OqHy3 zX37FWALLbaE^)D)8^O%PkVeW|tx@3&HzziX8ipUmW1)MVP3z{2glknq`JYDca)Fp z%)A z%*=d=p88^79+IpKbRSWIfQ<9;T;KJF4=Btxl)gHJ7ZzW+8Sbd=dHy0B)m=VdyVQ!t=7C^AnEV8QWjy*7dUGdLZ>X?5JdWPFk4lpODUD03%eG~wnftDJ8ITaB3hXxCIT7b;j{{-L@~>d-G#UgS6rG zn8`3y9&_k+Nc!&pj)_i(5Wdek+OuWY7WvU|6-}YgS8? zRJ?3h;m2$JF*Q=d7Zfkc_v*aN^VbT<`?FtQG5t0X3vVh^VK1{1_It|aC)q(6;Sjp% z_-4HdF>ihY^O?jo*}7A%)#lJECy=HWU96*YW4*cCE6;xC$#TpQb9w$Irto#*3#^IO z!gET<#L}I6bCYmUrn1s?Q?X#>@jIYvPUwV=0Oa>rL)d$LIgXt@v*U0J#)XjLJhZsb zY7xTz>xI)$X&mqFQ1GWx%~)Kr_r2|6P_ev*L@al9-jqm5-(*#fkq`SH6h~BO^;4gK zCeY`jijaMaZD%W^)Q2_3dZO=1&izG4@{1C2(6jN$wbQYxs4G41O#UJ+fk1P?0?l_C z)KB0Fu_-Z-zuG52mdghC3UNteZ#AaD)NcH)PUVVG_{+a4PDD#2(W}Q4_Qid2Q?s?P zCS7|zb`Mds4XRsR+@GEZ-Wy5phX>~Fs5D*9;IQ>NNn3t94tNC2*nE*`q{ruW&hXa) z4290_MZLL~(c8=J1F+HN$aYtDVgDN8M96L1uv?+vAUI-zg;dW)8sX; zo!ClQ{Jknrgu5j1N_w=GD?{X@i5Grgu5EI6YjwIqYpG>EGx0hWa&}vvu=3Xb6mmtT zI6VnD(C&4O?I{1P@YR}e4mq#U0=0>Jovb#RXPYK_+N&i;uCog##jUFp-kH+hjDZ;! zyngFOH^P!Km)g{>MZ}Y2dEuq^OJvYbq~wuA;3A9w~TS4?EV@ zA(d{4gj&^0MeN;t80OX*-D{p<7LMg5U2cgY;Z*)S`FoW!+-V}NSSo|(uhoE$>}CHM zNJwqjSgX43c1W+kA6f^;JMbWp9Qt9vf;l^v8OJ{x_x%Vt0Msg+^{XulB0M-l-wDA) zYB3N`Oc3}`7Fii`oibr6(j6o-^Ly{zH%2(?6}2UjJlQ!Xo3EUQtzr6%+e_v zJj%Q~7j%h!y`igXZc9zKxp+DAU0*)Tje;X1Tej-YF=>NdYgdE#+2#IG#S@M}a#(jZ zJ~~3|#cT)_bJ9F}_`b5w`^#w!l^DtXzuAvWTp|X=vjZwhHOF&GC?t5KhPXrU#_6Sy4K3jHaK_bq=Ega!iO4yl!WgzPy5M2a(rTX7J zT!Q8QQ6+r(0iAw<`$wfL6mkmfxB*?c+kOqY4HU_R&NHOzM8AJjkEvh$qpA#Rr^J|& z|C9Io;2%}LNC?Y6s#&9dR9aJYm`I`~pIe9+1^6rb-cY80R9pG}fcs2+v=!9Wb^MR& zA5~&5u@DHd73c=$35Ln|qgr2apb=N}U){2y9;#+c=-@XOTNZNy_}DjiQwkPjmy5U) z;QRWwG;0@g7UWFoCj#sjGXzhMPfEtLs4#19{^Un!NK5KE?rFjozbEg?O}Zw1(-4Mi z+)0I@B@%`(>=37xzD(G@vsC{bHBWGQ(JxFs%hHb_9{(b{D_SA7XmHTfWOe{&fBH|J z_*c5uq9Q{R1O(UzesRSZgah=OBYhRb=BC;PZ4rr^xO8lcAM-I$s4l!|aXTiE2B_9f zfT1FBRN&W$Tc!Z#k!LYJ;y>9S!TJLUDhCx~_=aAMcA7r+x-rSgOvaZdKh6N8-F}rn zvq&IqaoFI!6DP<&s#S=WP{OalpQLHb08aA7YS*Aw*6jYpZ0#ce=aO0HYl}OFg))SH>w@7bLYPC zD@V2paZ)mV{I=I<irwoiK&cjWDPBSlCDIzgQE10Df=_w1um-F*%Qk+`=Blp8@8x}Q>8N$W zj<(~|_5f6Pnn@<17kAtOzjv9xy_5F!2etC6Y|2Zqxnq~?=ku!DT;*0}b6u;IJ@Yui zfAmLyz1rAnYboMxxg%(+ABSEXIoNhPV?CFDpy6|)UR7yw&2dY zg^GOz{l?V$+w@cI2ZiAegeR;&okrOXRLMy_Wo$ns5Z_Q6FfYvE*w5dnr_-!hv|$Py zFATcm63t}XCgK-icg_4whv4t6q*+zRkHG34(TUZw(t`dG-8cP1ItsGwj8ns|kDnQ3 zYy?*P*yDP0^HJYr_(8)I4pghe@ni44o=HXUFTzQ1q?{|kg7OL9=w0-pgs?;vbv9eW zt4}bjC$~U5#EXqmRkz>lHiZ5d6&x3In(GrdDJ`h0-*0f8$#oz4Oy=ABS#+1RGvwtc zqE;e}oygUIw|eH$;44hKd$Lvlrc--t{Ph%~#aClaPWC#{*2Cb<-Qy^aUgDFCcgHNv zrKVlScGTxkp;gGpuqOwaS;po<>IZK^n}T{lGIhH{UlQh2t13Qxgsg!+`W;rlj$O&| zbvrY9#-Gji^u--fcf-1{rk>@Va-k~uKDcVcmMmnc%@Eg<4T??o1cIh5LJZiISAZ@r zxZC|JobxA!-tAj&wQ|PWdac6Y3s$UggZ5v2O;rxSuluT5taURdR!;8-3oFR)(*E3# z!mb}nIo3aUbNRR8<=~7x%yIYxNO%Kz@7HnjYnN9aU`rfj0(TeDy%u_lz4cQ@`(i)u zpFI7%-wQ6TP>VvbLKVE3SJaJ0Tp+J)U6pPHmyi8GTh_%cX|t`PE)ExrOR7!I&)oc! zcpyvp%RXcutVgWNC-DM3ILWK}gFho(lPLSX1ax6BGL9k;Y%zfn+AQ}edTn^6?_9AO zG1rOeYC2JvDoe-*gkC0PI?L)-how)f5k^sf35i_Oe$Gxg__+REL|ZYXtayJy`f`nF4hYi5x0a zahm68^Ij`#@Z(JB!g7Y#=V=^5I$#UFlcpnskH@rdixNPY6Jcf6uC{Q^Ca^1w79?P? z{g!vRitcVoUW2c+^c`t|{#G}GsvRKy(s0+0fL_F0yKL4je0n!@qgR&gEI|gTa{e5n zRuB8y`_8ASsi>s_z0Dii3c-JMD_R^P|)xvT};#B`y+Te?l z+~?=@=YLREspm2ck#U8i;JVbUw)_naww6f+-pGpbiTs4&%(AXx>|cn$!OKMq;i~=a z)~qC9EB^GgN@}~XmPahA?g;j^eIa);P%By@QLXNdn5Q-ivX60wy1P2qia3CDo~++t zNB!`|+&C^5QrRd)m(7yf7rtVT9qY-u{}jZA5!1L~=|i$605lA*0;szDH<|@A~Of zjj6%rI`0o=F@LMMl!$Ro=5|LampNpe)T~Hf<4j_buq6NMwV+GGH>XYk;0Qie*Q%`Ec&4aE8g*#{ooZ3u@yQrAGLz<3AoP zj=I34{p>QHKr^KrD$x)wG1K^q1sT_^pHTcnI2K_S796ju5=+5YRklY^Sj*dvf3UQV zGreP_F<`7DSiLmuU@v;{-uk$lH|GaT=SPd%=!(U zQ*#Y@{Dyqu2yf$}Tt%PXGA6O^h9RRRHw`j+nv-l)yFdFK2W$41oQbk*26|EPt}`mhxyRWCkY>kF2_^t1(D=f`PRkMoXtw?Gr`*Q-6wPAbsH=|o1}PHh%Vp%}rL>)6zWZ(hr{C&kI)Gp#-0 zJrv=#CemiOj)!mjnbuv_d*c)8?%D&tb|e^QoY5RCGnM`bUBSY<{Q#hng1v767+4fs zw$zB*T|$B*9DdmSEes4_Ly3tx1U7;bF0u;N9kUfqu6`ShJQ!R`r1@Tw8%}%x&`+czYdU$kA|z$6<*u0@U;^y z?cu4loe1bVOyoRQY+l6cZ07T6+lHv|Msf;;&p(hR^;~S#02W(%02Cxf+COkx>yq|A z&Me%$*vEqw6J&4fvtDr-AK^Jh4rVbfiFCV%raH4lm#&u-vYe)X&zDJs`$z{OFwVLx z)7lU(M0#%T9^59)yZs(R`Fv)m+tugtsuH;+PobU3&A;Gf>A1UgT)V5?og60*(Ulh{ z76k$#=Bhv+Pmr3`-i=BL(k9H!%(661D|gv{n{>VzRn2DFA3Gf@8j|C7e1|=oeE+Kc z&5kQN-<&DF_a+lVXi9ucRu89WA;;xM-udgVpY2~6t^yo`L)LTV_ly5z>~bVK8@0|; zbjc$pB>>a_XIcdBR8&Q}DU|_X6_sUrJjOK~+T3u2PV2b=`uytHd=rkv+3IcGJ{Pz( z1F3kYm_2FXt^ZhemAOKV8qa{d0WbI7r}3#(S`t&xF(PA8B#LKP(B7_I?<-LGT%_)V zXzN+&hTx#JnVj?rS3w!hk1~o=8NTli28tYkCQc(t=Cv!FyynfD5*G0TEz-K0uFhP& zi`TlQ$Ij}&QD&ziL>|qyxJe8&-!u-hN-v-r&mcV${ef7a}6P;LsQ2WblB6tZ*MWWd~0!A6E1=Ss_-Km09 z(n4cF4Tj*@AZRE_SJF7ejX49@!cu`5FAm*!^pA?&++j@MSw-*wHP3SwPkopN25;pZ ze0y(gMuAN3rJ}$@xUjQ_F0)VE@8{u8c4zahzf*lp+&P=f#)o6~8P};{5{L{i1m6QdMHAw; zdCrMEjarB9$tjN?#@jc}>;b{V<_3ny!;2PSAl}6@)sgrgp<)CxS;q9Iq~5mDh)<_G^`KCf zTafcZ?m2PR8g+j4W(O(Vz5T0<`x|9jfdi=Gj|A|=qX=T^c-IwHA z-o1&r)~NdW6zOLQuB<|hoVox-Sb~#9;aT{MBCRTAGHg6L-PB6R8Z)=n9(VxgE7p#g zMnV|;ZDw!=sK!0!L!s7yLKo576FMpeXR8f>GTEKMDVuuNryluz*4)Gd{iq9ixh6?J zw$X^nyX!5RFKA--Prak2vIYan9=qVsTb4`Djhpjo9F@#cU$r=^oviE+G<)XBbPnGr z7rwXnSiXsXQ9td%gQE(~k~O{p+`&s#Ha+c}2a|0}ooAKV%zdX-^QafbU&kkEg5PuK z=l4&*0MAuuN$}Ot5W$e42Fpj;W$6ttu*P84yo(JMKA6< zG|@s(mk&l)ex$e=OB4{v$}?B_N2Rblw;6ZY_p;vu_wJh`P(F9+B-wfH0*!lHfs zY5>EzCEc3u%EI+opz%@^x3gk(6unBF85f>rea-KQrS=j!(A=IF1Kr zFS_o8K@AO6_nTqX`Y?#D;$GS-sKQP7xv`_2+*8=@7^1B=RjMK(hFlqMjK}VqBrzxl zpzG{mET&504{aJ{sM)*;Mui3rmHo3GpL#q3GwI!f9?ap89+>^y>E0>ElFl^)&abY^ z4}=MgzeUYJG<%+of#lZs`nliK@9d-Sgt1`fOpzh9jeznm3C-kF(i)y(S0cvYN)B8@0~bJg|5et7DGgs zAk_#Oq=kdN>3ikFD6udni6I0x$R0Di|w&vH6PRjLt zOO>P^2MHF=HF%urQ`-CxSbs1^ROQ!f&=N;&02imU4sNpIzUO7h9~~q<&j?YYUswB% z)-@fd84r3)9DFIfOcG|OTFD`v5sOua~AMC|tk{t`i-A*JX5amZ2iW=g6x z`2UiP|BGY!|C-yhne#%`DtOa@WzqFT<@iPRi?ZMNqRF6 ziht?Q9XrT1RTgAewEwQXrs%N$^vQofoUWb@ch1ACZrHA?3ssRM6@Cob zm!ljzCy@cH5_m>X?di+3y!yOz#x>pi3h>RSTA@8%LC)o|6$YD<=R>dSiN%v_<6rMw zHsa&f>4eh7>pjXd-sQvcH$8LWmDp{}|6lY~|0kjBf9<{gU-KM#n;-C{w>b;yn5fX8 z5tfn$U@a{YjAyc|!km5^2fp4zwVj+oxJ>TxyIwu6w6^@>GiFJN*QXTdPUXtYd@=22<>Dhr;}}B%f}}- z)@e>D<}qvsy5dD>)*11>9YD9sV=SyJe{&|Y(2wO*TjGmqcg-%gJ`>?|b63sMh;=sb zUW~?pwJfJrd+ZhLb9{*1PwGs%w=!}y7rVay0!<(mHLbk~!p>oD2b&BO4~7lDHe)#l zP4qu91;%d@%P%&fgEKEHGQ8KKJ2eHV$#_^cy1}TTHxScP;C?MCol5n1kijK5tHq0{`U6Y zxjlCixPf)Bg(!mM&arAW(XVS%A6N;qJd35Wd`d%mNGk0CGRVQ;0R8mA@WXoaDMy4eu6i z33kg2U2KBQPtKJURrBH*dvZkGNPr(Gx6m<%4`HkIfvxJ)XbgM_>>?m5p>baz_j>tJ zW{8GBR@E=s!XL=01*cfKuNw6T^ix#NdcOaD*WNC?JvnWhi$Kr$=+4J=5&5ffM3qn`#|IB1Mj3vX+JQzNFh+W%{%Wn zspn2)iVea|Yufkx;>t+(U8+dc7OG%CnOb~|6q;ytn}0NE@GiYD;l=Z-CvS{0fph@j z)|Y~3v4>dAE;eE47lZbQ?1#>$?%c62a_}!XGy_u^im^xm03Z=)V=*mK*%cEcohuxA~`JRCseVXJmXUbdw2oQZp2QAzaSE z5~;g|B+D`cw>kd@b?+I}Wc&Y#qS&R_5Tr!~6^MXTrAAahYNQ5f5$S{;flwp*&`YFC zm)?n#&>={RfPl2nd+&r20)#w!|90oh*|X=&f6mL@7ny-!$S~o$uj_k#D&swSapp}q zMpSxR`ndONid?3KXE7qaiX;$kK_i`$tb=7j{7cs?-A56? z62d@NXdUu`RY`Mx{iQF(S8vPKJMKB#TaUQ5~|CRW#7x)w}v_ z3+`UOTTclGEDL1o#|`V&=_%$s!6hgME;-F0jRdgKiTxC$qt^GuT*BHw^#O6Yp1-0s zYG6z)1xc*rkuvNYOcuZuoa-8~&~#Ph%PjsMTQ^vz#q?$qsj7l2;-AMV>Cxzb%LVeW zS34iM+fW5|IecD{blpp89TvDPHl+i&@a!k@1ck3}2QqP0{}{D8*5Ba=n3xTkED_Rz z`R4{z0%t8Id*ngqS=@RJ2#<=UxqcP=dbY`g82Y8eZ?f&FSEdzPoEE6Jg-M$D*$~bx z1?buzo{VKkF&?2_Y$AYra@&mwd0s1x+Qrn&ifvrJBg_Y}BCJ)7A87iLq_4rHRdT0V zLY~XyTg626pZ==3KJ`7MiQb^!j-%hvJ$ja3l#k=ft;Wx9S-r5($aa?xS_hY_Mf{d# zpKp7#C4|Z9b`dF3Q?3d$&2Ca}(c1goiyYZ6x$sTpw$CUV3-n!ZYFEuf%DKpc_~+@X zT_vr29alF@^`+B7t^3U$n<6H-G{@~=iL{%l%5eDNAo_wug_`p71=I?yNprNrcO$_2%85OV77NRV5RJI0`_rh)OaoKrLdkb%RW`}IR^;WqwL zz{P%XD3Ca!Q6D|_1G9AN&PUPdMtLA|<(5R>CWiU#9on8#EKIg&uhe|8qWEzB$L^^9 z0&D&Hh|?oVdafb7L(r(hu;ICTg-X6L!>*-GXHX(hWF$okQXqh2y(<0`0d{62lbED4= zIig&}36mtnB>&D;=JZ5A+l!FqubyT)3_M>oOPV`6Jw@QRqa=@DUXp&9V0-JfmDD}j zO`3~A+1iXv*pa6;la$nn-<>6w`((m2NJ1sAbOdlY(@=5{?jhaW6ivIRWkuMaMX3IC zq4#-a`rXp>X3%8`Xz28P+@SdC*ka9x>*v}KQy~ZE8*h`*ln01~R8=V)bJDHm%?>>R zegkevm8E!O`#=UcPUSnMr4%BsX~1=QcBm|tyJF4bR>`^f zZ$BNJR|f6%W2Qg);Yh%2Gjb|oKy@C#%398$%rR}__I_3wP9V_uP38sq(+x};$nF$G zjvl%ze04_NrTp=)K6QrWCV^cn0gPdyblhXxuJ#a7y}Dq#K!pg9MK={ySv=R$Fl9N0 z31x+q=%B=1hkhHAxboucz{~j($!-vdEl4$M%Le)!RmH(b?OmOGo%-*rY*9B$su#^| zw%TKC6>)G46+HYU#Vh@GNK0?Pd#$up-}YXCl#0be7RHVrH-@i=kBhTS;v6dgYm-8Wp>dG!DXRj=CPnz81+d~{_r7?6z?AKy`Mn!0SNptMRSTU z*__0L_q7}OTbgby!mu=P)V2ZfijxdC|V*!JHe{eJ5oy-}!qrs<}GlNOh zNni7UW_sOlvP9(sU&$63+a}Q95-9d@2ekm~yLiah(%l<$t4mP>0rN=c=U9KQHc$-9*I%&YQIv9xx~#xIJeOxRMsPJPnG|UIs)YOWCC?$_0QixOGcFP)4&l zLhn^(z;9FF9z0UY(0ylBr&9h2g;kYv$0Rh#^xLP?j)(-S4jBay%Dt4J_WdE22kRF! zU1`3%lv{t-NT2qD^h&)@Bq=f4S4 zUZ9S~qGnK4^8Lt}Hc9X=!gz@i; zs@hQRuyOontAo8LC;G-l(&VihUOxCA5ApH`saE?h8;p`U5=*Q#qu(rX?6Yh_n9%l9 zMhYSm8}S>3Mv<~ZXOpc}zD(fOHj8~sqsq*_bVe|AUOqQaKZcU*=t+1@%nL<6E!sDC zdZoN(4EZcCPC?H9z;fqEDeiT?PraI38gXT% zD@F1(=Qn1lwI0=+*NaueUa?5|I8CWtdvrXf%L>CM-*54i>7(WvZLngi}{OECN)+Bx@(`17S)3VTy{0FT(!q# z6Mu)&Y(5k-Pv5goSw!l5unc~Qj+G>S^tP5C&d5eZZnVN&CMWtN8os4R4TqK=%^q$U zkoPmbS!{7B@W}ZJyoRuKQS<1<4VZIiS7|eb>48htRisNBt0<5SG~VKb?6hLCL-?0& z!WDFz;z!Wv7lycb+_zmeF0#LO{PqM0)1zSf+7Ot=^kj@GFY$3TyaCTYDW<2Cgj78- z;iOaxn+ut2_Sw}_5?tI|c$6QvyHDXMH3wLw-RB(__KSDq_kQlJSUdVcP7e3wV@h!? zrDQ$#dz^>l(wJ7-eM#3X=Z?ElmR#rlrF-187k-B&>exiB8o4!dl|qKdbcuOJ^@@he zZ==r)O8=!(ASum0h$7de$FA(aI!x&(rS@4yGM$o!2Z8VWR?4s+b`#of=)Z6>x{8_l z!_0P6`Yiy))t7ewzk3{sfA&71j3zLx;VX3cPjShXDMuz{N?m2yk1Q|wI|%2_{ydDR zfOAY(CFETGB*OZ4r@t;%JbFpPs~&AY zZ}6WEgmC<1*@aPA!+ya5w+|!r-u#=Wio9txTLJpLsE0-Tgi^iQ{F4T|PJRyUf9!O% zyg|una-@z7(vuGMz}mt;Bdp`GJ>tbs^#l4*hI5->?ojZ!YS-_RH~&2~@7+1YJOAbD z5}_4;%*W1p_K)DdbO#?tb`q#JFVnQVcL}t4{E2%bws|H9z4uOB`1Fbq(DmDnoe`!y zWTs{w&0)^k(Fa@J#uUsy1Mw>h!a#iPzjRNONl;oBEChJ35^(FrBm|I)9ZN$((PZrg z=)ZJ1wx%E>Wpg0iNZ|8-Y)Aj|i@$g@BPq*WDw}SrU1{fawcQsLQGu7RgwTM++)g2Z z%E9G~@^8m^g%uig$-HBQ`%wS)wRfa#*NZEny^gjtqV1Eg;*+|PhOe^|ND>z+RxoQC zo^PGVjdncyt{%6%h8Xl^@Fxd#N65(#ee5yttLHelMLNVZWFu?x*b%p1{+@EaV%E2xf2PZM zX*u_L+GW3VLxj+!`Ez{-+08?{))-+bWBzefxs@cOF{Ekn>l%;|01be%Zc&wOmkm_{ z7y5ASOTY;WtZoh^Ip6i(s3POl1k%*|Kf4uy8x%9&QhAQ7XjiR4|6c333xA z>m0M3N)0Q&{bniqlG?5;pH_fNmJ?~g^fo-7QznRySiN=RJ>|}B3c4;_12DIM(Fv8r zW!6wzMUe5YJlDD~INjujyQdSE?LD;Kk+~dlu_KkLMzO?zR#+}ZP{+a1W2i;82?}wz zy+RD^U@UTfCD$%)svzo$u`>|3i@0osV^MWU@w6=S>pgtp&n{bL7DsnB*rx?6vDWUc z*;?UpNzZXzTE>AF%k(e%Qz0u<1Qa?PPu+aP6Q${HodRqN>2_<)R&3!Hj@M)eg{%K* z&i!NcUL!$t*ke6{ay6iLrtzq#hT=V+0|W`H1VqAX(@L(OY^bPt>f``~hTSZZt~8GkncSGZv!gw>U3n+hnE2E!Wq`AQ{L28v$$!3k@zLaoZ=G?(j9%=v&v%wdhyc^kxs;FCD#0 zbs(J=zHW47!AbhK=4#3UWT0k?wUssP*^uecJNpFtAC5n~%m=U(*e_8#52cgCunKB- zRFuhbVjh9vK3(C9%jcU01-s^gj0cGDgp5Az>ah^`+kT$PDqX#`aFSuaLQK6(S)`ce z^~K14K7_kywz9$#9Jk-f!b*|bkK1oj+mR`sA#n7mn;!HDA4XcxJY+IQi)|8<}-vx<}t$q+)uPF?D_NGagwAHc> z&RKJ=$|y03;?yTGPF!7uHUc%IAirM=t*p+Jq7EZB<{Rqt*`hxEJlMaCyGHIKcEn8`8%!J6H@A$x+EI-#;E;3uiCy z5qc7SVLD;gLv3Pj%5IQ<&*8Q2j1pSG_-O0msm2&pCRF3Os>n3L{uz{!E3fv@$?jO~ zJ+ZXmbwQ7(x67lR;a10J6%M2bHlxc`MIUE(qMW%7)LC;&nk5OK>vM|h0nzCfV-hw3 zCmhU99gi zD-^^$bBISDV(yGpo9M`M&t`LLTwiO)U+MH*kfI%`qWOgI`S5WCv9f+kV9l%D?fRRU zD3*km7nLQ-duz;+qJb_T{BC3E4+YdnWQx9AUn|FZgRQ68X+Hp7b{(oJqwku>TF0+a zf{`XRacWqNeMJhn!cImM=bX4uJFf<5-3T;awN}7>bBqnSZ?80%0koo^3BEeJ);$j% zmw6vsnn#pX^+2%4R{MM26z*oDUW76wGpGbaDF4-^EXP;nDcu>)3~v10CXlyu>@vf` z)s9V)V>HMru{Gl)=gr}9Y0hH{Nxkyd#^u)!CQ@J)F!5yN9IMs;R28i$Q*VIVtyajM z#7Yl`o*cWq57wDA+K?!0zs&7ANM4Db2Jp0BmUTNzBtZz%9MGS^hSu;Z}FnagyAi z1vY_(g=`;Sf6Ud`fZR;J(4Nyn_>Xe_{L+hchX~W2`Tdc9K{@9>pusR=_{m;Z?Z(r8 zyrPD5)2~A8(RY1>Y9nPdwCCAw20G-)+cU^LL){}UaUd|>oR zIMo5xrF`X-ijag8L#2DQ@`{bF-&Ws1fUQk$A*$E1o971wSh^Q^`(dvjFJ4OO*Q_z4-<_iXH#e4SjX}w$bEkiH5&r`W#R@ z{46A##!E3NDOtwkPuY$LxNcpKV?N|!^Jdp8KSDIm#Xk(M^xL2^kG^yE%~yzlvrw-A zTT%hxNtF45_l>cZ)K@*uGcXJgGT-j&ISUO=0<|?V$*Cy}mAHYWE;C;boY+)0-!ipW z>k=AxtcB3ANfY2W#g+r^w^`jk6UuW2)gx%T)MN_GU;B$l{R6AXu?=0fus#7{LFk_; zpq02Nq`l#3�f(&(cS>Ge}TkB;s{pisQB-+AqnisOQ14?x#cS14<)F6m$V)cWTfO z<-sR!D012}>I*I><)wH;!)3#A)xBNA3}p@SDoh3SE-O)y~9D9=P+)ux*Cz>#M_`+h?_aD zvz!au1%+-)7{M?k#Ftp{9!K4CiPGX%%OEF0ncMp#10(T!HXMaHd*G1bwl@oC^gz^$ z3fO+R$GcEEAni%WZybJUZWkXiM`8)rA~+S+ss-rLAJz2kv{}_V>&a!GrCN=@c+t(Q zZvb`DsDJI|%kJw3k0J?gnHS8UDztC__8;%%j>{?E_U605_gmUIi-OvikZ1-lumX}I zCc@qkr(w9g0ELao)m0~OJeZ9x`uujIFUOnECd^E5GZzruiPZb0J`zs>%_;v=iHk>s zc}JMPn+XVgT{X?z?7JtoCxB${zWPYZqhDy{m*x9mRoy9x$92G*TGG&$(I7>_yxYw; zYGnN#KBaWcn1!hsq&d6;uVAE(r*_-1Ca|*SmU$lKMupvhE2MpCdcC_6vc-L`@)Y~9 z$6@dj?>Wv7pPK1&#ReLUW~&KX=5xN20I6bS*7)v1Z+)V{r-@C(#!t_0{P*D?KZh+ydWFRs}B zN{tI|StQf0G%qxwFs+cVx}cElYCG0Tw*ITn?)b56b8`~eX_F3pn$R5Qc^++{efj0c zyLX0v_~gu|GZ_2aCmnVqJYEhk=(PWrZl5SNNCM576oV@N@#7ktEvpzLsthrU>c@a% zCNYNO9X1pgO8USk`|K>A|LwLUv*>-VttWYNrm%&+QM~$~&vVWs?i^nB{+jpPY6+se zA?b;#XG}^m{>HM3-v`_0wBw^qyz$TtovGi>x@+@N8}H03)pXZr z)zFd-gyloY0UIjfkz`h*zx%niNUZS)>GQJ{Q^@G+jD1#^bBoeVCJl01J zN|@JOD>2cy7o%$~=D?w+LZEYR_pWYZ9$JHGMbM z<+GR+Suf6f_)`cuij&F3de6KP9@qIbeU74X%8zR4ZrfaV)llU+0OgOi-F|yE&6W~B zd5+5H_juZvKu*{T^E3)JJ|x(WH2O^e=kmKAZ*mh+zgOJhNsE_Hz}BZ-bqymAxA zR!t7ko3m9r9l36j%8Q9XqH4m^X~mVv#Xj_5@_Q>x%;IS@RNe<@^us8*8uE|3TlK z*)3dA=yJRsKwlzh)NXoQe3$rn)h=}=SggM>pByapehWk|!7S>%xIhQ?^%}|g+Tds& z*b5jMRd@Tw(%Y^>!nXy-ssXWQ(7jdk$>FxRg-Z^8ttX~FDL?D~49#&#%g?w|MLcYlTD9dQuzQ#`r@1Qf z1BjdZrdywuhQM|H7VN^nXSVj>CBPh-=d~iGw-f% zmZx;^tv;&NZ%Z_r=J?{u=wutUJ?=?fDEYWb{&UCcQ-}1mnaZ%6=T)hbK8+Esa(|Y% z^Q?CV+d!jre?FA$S-iM^AhG#vOU6JYC7jfQVhm5&=@UQ^s=ao^XF|0VbK0*1ElCT! z7Ex!2pqq-F`)~G1cczY`R>Og4)<@4+^5`hSj^AG3E}O6aO^qMQ<~H{1OJM(;kNsIgajCZGx)l6q?>B%@=m8kT8?)+kc)YfZlk`BpoDk3}|xDOL~< z(u%YjNl4!(VxH0~^RZlDTiL(koBEk1BruckHGS!&Cg0Ne{Ho(7+`~3?gMxTjoiF>! zd<>CXxQC_uF8?3c)BlV^{qOiSe~xFK*2|maNDYz2q0t_;oDbk*w5n}r@tq!SxOnZ$ zVzU*h&9h;Qa1vZt+|^%KF>+`Jd^yM9YR@?lWxgApas~Pzz_$slzEkPye*+T=7s}2| z{cNMI^Eos0!++(a{Xgbs;S)Ai?XV<=%(&+FdCi5a3CXsOr9W{Pw0Bi`Y-niBl(N=+ zP!2MwG-qU)YS&TVjdR%`)=sIeAkz?$*}cJSU$$3z9S@mY6c+!b0|3jPl5!km2hzp( zkoltQIy24$tqUO-WXb{w>ta-yrcQWRyYX!dK)+3!lnD}fIg}AtKlDU0!;O7qd*>-W zs#G=BIJJM>Ozfg6XS5+mSBzg1YN{!nZg_JSP!#B)MZqgQPsm?K#Ak~{0!g}iy*1{P z(DlmnaVw%h)%5$Go3uSHAR_hAD@4ZHYmqF$Da?Cje~LBRh9>NzOMUJ$--kM42U?wD7RLtZ9d%$iy9sUR)SqbK3evH@afzdwQnux8eFCX6&G!m9 zpu|l#CWXW6BX?>qRBgL2TI|`W@xIDi7ObBT->LLT_Jb#Xw!8by{A={&nXRD~+5MWw z2Ttye&v&;M-$X2b5Qym6^6&AS#=4IO98^4iG{LiG0t*-R>&q?n_Dp<6Y?BkwCyfWBd)3XFl zM=ADuF@(xtm5fQS_BhV{3oVJ<|lk_Q3JH$>& zZDJV9uqrqYx;Z*pSmpHOZDjxN3$wJ8q38*(!_pbD^Iw=Q1)sC%X!LQ=oRgEmFA=a> z4li|T^p*32Oi@TpliP1`mDO-TK{JE>sh4aLC>d}>QMxONo@!Up*cZbibkATfOWedn zydZ#~aO}cC-w>=-rb0S;NchP(M;=7v#U_~PWUB<;qpUmCU$-(sJ=KeVY6-x-3coZg zE`HFRVUlHj-tKhI$ku)TQL)gpWm|jG+jsQQ=svHl=E7;Bd^=7kUbaDZAj}?@gGx4) ztRjsY|JgV8DLNlLwh{@RDA{zwo=3TMN+7)RONFu~o9rBzG{yY4+P#A|PiNEVseHQ| z#lQ#K(6YVc&~D6w0` z4UwAh*==RV3$yh8d$;-DQk+|*5C79HB(29Q7gLP3U5&5UKDG>ZmaCDNt4^4|NWWx7 z)0+SWOW1fx_TaKp(k;`cN2UwAG~BH>Z3kdqjm_<>Bq0We^b#-b!~*5QQG&Sj1A=@< zLv0G6oj0s(5SjO^1Y>t5@H5bLFh4k1Nnh^a6Ppy#GJTzI%69AG(0ihVC2ih)M+uFt z?D9oUMJ>G5-=1yDU|MkYgkG>@eX95(F@O63DO?fa!4b3bwl2&>t+Cd8VxV^7aWhMv zgG(i{x%gP)EXzA7X40YBiCm{AWh_^3U80w)y+3jN2!^fAljsY?p zgkaaz+S6DDd|ZAQ+tw{7TNc@RsG8T{>O(9;_2fcRLaAB6>>2~a6(lQBzUBf7nM)4l z7=;m`H?R})?$gEx6Es79+2B5iu;VCOsj;QxVDWSaVlirSspfZ!e1{339}wGT@YDO) zUk%AckmxDgEGS4&LM zhG)u4YfnKw$l(Uo5{yK#(Vxn?>o}+Tj@k-`T)w|b!O*aY65oqg`P)@x#Q2j=P_z0t z{8aG-8<`l(1+II{5FN@_a)E{DBTNw~^?BcDb5M_-RB{n)C2^uL=p5Id9af3&+^pze zGr&UUvYvIiuts#>E%r0MFGUbqbe#z)M(8d6-A6t}w*GS6?n_%b3pnK4JYv*;oXmAW z*%47gxw?y{u`GwkK3BPJC#L?U{M>J@pr6=mK{NjhV}YujdShDN+>06QXr*eA1Wr!# z$5pLEu%Y9%Wt>&*<39PJr$o^ik0n`eqTsGEx3dc1R34>ZU!6X@s}t@rlGo@-t4k0x zzaP<6!9VUY-KeS^_IH3quhbcT7iVBziGeCIO6+^8Ueat<=B2TWqJ&#r*8J`TN<`?X zhWodp!u|LnkJ`GqM!r{n>nrnz@ZX0zk)X|y{sZCKYu$hO`{yX?-&RUtD8 zup+{@uwH@fK4;*626W%XzSs%g^S%2|xq6~)g?{YQs5(hx=OWCWJxMMF z%eLA}8g{#BX_P+Shi_CUoF^I(AxZiVl1D%b@7A02KA&fm|MYe7!mgczXxH-g%bt5r zXHeT*bvm*4N1pa&wz)8vajSw@{aRz*I4DW+COWfd(s4m?wl>V%aTgL86W+c{Q%3&v za|@a8yIUP7NSuB)0DZQKe`Y)a`GEo^_xHmIYIW78PaS33EmwMYhDH*M?gfzxV@-=r z$|9LVG6DnM>pJR8c{bv^7rl2j`*snuyUX<}rpDK0WVao%geJ*ba5o>w?o1Hv2E{UC zU~3*1q4R0*#`Dg|oCqJWQwWL-J+FBinJsl%-^X>L-?vqA>Z&k{{_2q=pXiD$Mf{bh zRNz?tBFSdU?DFfyQM;_3N{`)vynM)GHHcXMENCx;TT4sa2#xZkIX7K<-89y6K6H<}CGEqF>Pu36U z`?<(|qC>7x9ByKrE-WRZs_9oROB_!CNKGB3gA9X@9>Femh9`eyo6|FjYX-{jUQ!VU zptf%v-@akj@zBz{jP7Oo)|>c+8OkdkghVY`2;4q< z8}r>YZyy*)@*1Ed7709)*rnsg8hK+y^G>W|8grPNzxykm#+O@1${UkR!{+c|qITm# zQ>Qi8pKzTazTlqsxDBl&FUBSIP+GbiAZ-cS{Nsg-Us%7!3<6k(o&(m|-LchKb30Fp zriW}}&7`fRsh7P|=AoWJ*nibk8|f@7v35JUq$mGNH~fAmZ)mQ7$w6z#wq58kCh?xD zN2yCyqxT$ZYdx0%wM8c2n_2uzvAzws{3zKU5n-afjNZm4E2EWvqu;XHEk$~o z!(UL8$(TXYheeV<3ZwkPZ-HOK&ob;c9iBUm#m?o}*MlreQK!W?71LGpmeGP9rp4o3 zkwdfvUm^2-uaVZeA{I}4knIz|+ztslIPGIyW6U>w8b%KI<5F`R=L@aHCi(HM;YY^< zI$(>x?x$;=A@J8qYWoEopViAAkugJn@n4n#lYJsA7tDI|_Jqx^6PKjpyBm5(*b-Sq zdOLZJI`xzWrfiQzc1o+3d*F%9zjP}p;SHypu;Hac_OBtcE0sIi64JQiyDLK;Xck!X z5%2!V@UzXKPo>l5txLR!Xgje74UXqf}>7ID$@K; zs?3{%@#X%}hPAAg))3;W3Qp~;x=Lc91h*e$+?xWhc7vo!+c<*eI?rg^$pg5LgjTTJQ zI!?k&>{uDW)=TQtsDJ6|q_1`M`fkkpn&nZOj>qmv=BWspF4bTep)9n^hJBpZOis}q zjT}jPNgD;Tr-S&)YV^s*14{zBMArC*Ky5&mt%?tnq-TqDW%eo@Txoo>1N_}-e9KJQ zDo^&A;k}u%Cj;CD+CPuI{3IS-@iU)JDR(fVu4N;s`JCrAUfz8w@uY0%Lk+a?g8xX` zd{YC(Y<>fBi{eKl4=7rEW9&Q%mK!=9A$&j!#bM__oaX@d!^4y0=8?8wRJ!XQ%%JKW4ffZ4}@K!P-Ol&U%;xxn;+kqxpFGQ;!N4Vwlh zmy+I8P3YM#d@H#0GUd!=pr#R~H6&|WEJ4n4c{JRXYJ%BgSu%5#I#nZ1?28w?H&Pg9 z%5w3{uN?S2pdxnnBa}BL8Zpoy1D30nAW#qr_p#k3#8d~e4ILSaYkl>5->z%3Oz{p( zE94Hzi3==x(&vsU`64QCujEL#>p6W4ey|oI3|x%LoIaJb*POsy+$;ed@$maC?;l!-0} zz7f}$Y1P^Mj!bD;%Z^Mry=I?;@Pe7vv7Ykm6o{!8~af8}ydDOJ@#@(W3qc1+~+Pccd!27|0?9kNrbmmCjQZ>VBJSOygR6gYu|ru~6>Oi+5|laMCP zJ8FoIx=O9;%_B&Iy0>*45T)K`(P)E@0p_>N7no)F(MXs>H`T=NJ1tJM^Oxnc(Fn@| znhAm^p>Ma6@l~Vo9!31JW%`I54BVoOl)PX6IdeZrY9Z;l>AfqKfPR|TI+VR7VV)@p z{kVvnJ)67Nu@E&<{W!b#qv@-o`|LSf9Tp$(l7Ge0rVj-)i^9vPgdbZ5m0Hfd&KcF# zI63Qc_Ui04ow2J!nfp<=XOjy0^}c0*1DCti)f!Jsj~c zt40n!_z4~hnd^EkAHNIgNOre0^4_U{pdQPjgO*Gy=F&r4H7ZpuICZ#2z?lpw`EBPu z7T5L;9u?*6?zEG#@17lQGKTXhzo4R3>l62IWk-CVJ*$zHNHtRBp13MG_+Ltc1-UQ!$13FgRX$74Ek%epHm;+_Ae%~9ulZO-HGHs`o%@)Os3UEckk)P2SQ))jqzXGK=eGrPIqTmPMbl}5d2 zb@pgjk8W)YeQ1|rc+$e9A{AlrG5F)6Zb^Xe&wRae2i;1`O4+8gDz&yOK~(E^oBU$asMYE+sJmJ<5%Ku?z@CK!CvNRHCG$ zp^E3@O#iNPWrMIX{+Y+3E4?{X$rv4!17_mq08~4XhxbK9Ba4f>HhxbGaSyM9uKUTV zC z={(dBcd4IZS($I?YIB1#IS{7;Sr>q=ve^B;SAx(W#|CJJ` zdZ2o%wDX$Wo(t6k5m#5SH}538tjAMrD1K&E46>&oCgP`JqPqblI5|gCk55DY$L7f4 z8BZ(0(j{p*w+X)J74(JrZrt~zySA!eynD1%POcWKQbQ6fiHxqk1fTpl`C}y5)-c#c zFUxXof|tciA;RkOwRnar zTUt_V_U>yVd3nI-Qpabddzn)1i|B}75%Y?)8IoM6&jU%iXvD)S+WL4yc`(Z|m?`eu zWKR#4luIhSx{9ZS7g#yc^KeI56A!YWthoE>ZX2jc4ryfO94B&nF&963DNJ8u0UeBl zYZBQFcb-m|v_A*fAcXa)Mu$aI-S!IhaitH>tmQz)zT~zUkXssK@=5Xw9gxT@Ho|FuGx2+rb7n2wgtsg;u@LQ{SH)?0ZtJ{^^V_7QhIADQQl;i-O>pgq8gE78*4%D6ETy%W;An6{szT~jM^1z`8( zs(muu047JA6+#?$D4N7(}Bzj#=4!af5&C7hwH)q>(~L)VB#Y;Du) zDA31zU*C=7vkV~mGqFK`(58tiaduFFU!sev1Ub4TmvB511S48Xv6L9yYGghBmo8x% zD3C~+Ir;=D`j<|4pG$TJDW<|B9{sjG@%z&EwCp5@J1`P@#R327)vS0Tk=6Q&P<V!u?Lp&nPpj_IWSe% z+QH!Fc|P!P*xMDvVLk0?;;h5-xt(8vqT?K>g@z^txxs+eo(CH>hcC8P!F!6DY_N^X zn=$k7O*I)dlO`?u9JFTK`Ui);f|ZZ_orB9J%zl)qQ#p#!0yZFffU1#gWanPaf5iei z-3%ouP3fM7QVY(i@E;hFWW(X?p<>xBqhI@-r^(H=-s)+$j6ca${2kfMO@B62Su=TP zd09TLoBC?k1QS*%(5uJhAB(d5@Ar{(lSAa)vq=j@*$QbtgllQSbR+XS}8M>mM zwWYh2jJho0dOL~KKT~GM^SkJ;Gn21C1m3XzMw^D=o0vT?jp_VQ`~o?AH#J}OS2pW? z_sM_h&g>}SpRic`Y%MnrZTze{ZP>_ltxo+$)T){k4Yzk?4elM=G5S`RXGJ9PFdJA~ zUQeC@si_u!FJbXAddBa<*oV#vL8{Tf;dcadGoKelv=Liw48y?&4i3hW%LE@hRxqWFq3_ULd!b$jih9e zBZT0M)`)ePqoOFgZ=F;lXrl{xnpbLq*Sqmo(YKAN z9jZEBuXs{@QnOr!qD-xXYgVo~ZDofcsOzoYF1l`%7_FRHgH%1p)Cck=JqIkZ*?Zi| zKnI)HU`N^A9}ahnrkDjMg{K_bM#51EWVeCC3H@lc1&3Cd_@)9%AY@Kp*K(`8DNyO{WZP z&Mr@bRJ$lhQcydbzCpb@Nj}3Pck2A}!sxp%Wkf%j9bRh6P1cLv9XiTn0kt=EXP+ur=U3IlMk65gvRYPo z_mx{&wAHXU*MvnyVl`U=@uA<&U=9iu&X7?!dhnBy51sN7J22O8+Fu%ND5T~7l+`Lh zTiP!2pB=Q?oq7*52jN*Np`r3OF^2s+=Cu`;-TOhoNBUgB2c=MgsYv92OvEcc9!&5E z#JgX)w)91NwfS%!%boz@mf)rXebaEqn&-M4gq;eE$X`-?-e5W)?8TcUqn^@wKQyv_ zOu9nUff5^byp4?TCDcc6Or?^(gs92eVo@k+h!%I8MPddj@@`OV^AW7?_nmTWMb3VW z`q77y!GpRs0=}jzzpcOb*=`@Kt$yrRWLZv^{LfJ#%{Ok#a#Kx=lkPI_$SPqI&^TUb z``f^rX+SBOmvujhEDbJQPXY!mV$OESqdA7fsrPLk>w5*!#myMZj zul$!f=-pMd;?>i6tra8cZ@P7v(0$N9+#)7wngMY&%{#xbI?$U&Yjp@?ldhkwY^Q(F z3609&#;7CLmUY!&_cllSsMcHPU~VPE8sBVz&X4ui3;U}+%&f~yrQEsP@dHNbjFjao zZZEXkCOK@jneGi?o<+`jdAS%SUH)~-1y+b;6q>N1=LqReTa1~m!H+Yy7$&q}gHPgP z3RND|{`~gcVxlb=+SQ#V#T~baE`LC55-|8tJ?NNSf!Q(csyEk}w8qcDn`NLSmoYzdfnHvspWfXZ3N~?P-(t4UbmNQN7Pv z4ie&tRDM#xw!%V2hoL|AF;W$pLLJb)Bhju8Lqf5Cqloo=f%uA}AR0SG04PNzKT#RX z7JPhj!r6VjISmPa-+Jt8&QmBN?6Br;qrCP^fr8ipJjN7HX^ZN`x(ln z*D-}A6x4`<>9R)A6aI*qDxZ4zwcenOrQIC-P*w-5CB>ZXI^v%0(?GGKEPLeF&%R~) zl}@1^?3ZH9-K@-$oFrVsMN4a>E+4}xDNhzmgXU!ns69yzgUpG%=ahVt;+byM%(3^{{qVk`3R?04wD#5;^U2wa3ggC(2*`Db^)&Ha|hTT+$l1@>fG9i zILWFywM2o7G+#RR6Bq!#|RC;Qew*c*<_V{Dlm1i2E=VS+h2!^Kkt2W`7k-}#syn^hwslwImy5I1!S9DnO|Zj0 zP38jZ6E5l-DyH~%ju#`~;Q5BB!OU3^fGXxe!j7nikX-$c<+#Goid3Ip?8RwFLsp7E zv8K;Df0=H9u{vdi6SMI;?#iDjiqs22&hssfAW&=MWiS1>D-h9mwzY|*3%s@0!{c@O zfMMY$j?&W8M{@b*rN6xuMDGse)rW)_b%|6TC8y~8H}2jmsOjik|3y);0iyJ(BA^6B zy40vhZz8=$K|lyadVr9qh)9iqfYKtphDh&;)KI1Oo=7KZ)_T|bKF{YlzcAF^c*7C4b3I`W^(@tbn4q8>y+SI2-=f{hX=;)df2**u zzcrH|O#|#3XJBJ6J~NusN6uuyiQc9=Mq8=3Cya z(eh(X*cfP)0j){IDRX-Bfi!!RQ=WQ1zr)FV#t@(j%0=~A#c+}NnwE-fv}N9~8K2`) z3G)Ho#N3^OT9E(b;;(H+#pr+@6`q}ozIZ}+zDW;xQTEG0g_RH`!^{hjF9s~n+nPQB zF7_(k&%zWOJ;{o^Pxn8cj{6(xtp95eTK}8zUjMIrH!Z7#-k%IcM%#zEyKifmv$A*V zXn&mBGrmw6BTJ{P)mLev;UTK|RGBSF|pXU#>mfQ+yqb;>!uH zj-aZ&P0oG3En6W!$Mjbm^c4vk>U*6h#`WZuU<*(8ieWDOH1xucPbl{PXqr!i7%}1DWefxIZ&u$p%{M?94O2IcxG;4?g z-aw>N)6#MqM7#K1IjpMJQa%i$w1pHLj$9jmk&oldXB7%^B6Hh{f0U~on+E>um(3S% zkl!!bQBON4nbFbfPGaYCW&c=p@4c*=P_<$Hq7g0OI9aGva}WLOG}+z)CUWc0aMA|N zw^P;LgkkiZzvO2+pbQ7!3wQ11=EG5ZhL6mJjd&rox8SQ2AxdLwVaG8Gd@(-ezR{H~P?gGT&b7R@&vd41HR zCDdgR(*l@+}M}yae35U;KwEgGNDRE8+`Blc3XM8VHZbIdj_272}p90y)@f+ z@bou5xi5rW&A_OwFt?0ANUkd+GPKv2#g`1&=m@)g?1td-fVpN#>)-~Ylo7SX+gmba zvyoS3Vykji;*FcTdEeJxXL7VlH}hD@$*Y0PiV=5@1yhS-U9qct5RHNxQD_Y zg`%G&Z%$QQmw4Vn5fW;{IkliWZwP!o8%Ar#m9%E(%yd#rrh;+CMITibGQC08AN~JS z=VpeqIPOL3c$+|^=++?@{+APzTu{dJ0+Pp?f;BWVGp$!YZ?W5{iq)Ano$M#WMUOUg zM<2>W?blYtEhb4l(##D)epHp1T5nS;fM@?{!Mv&J%9cb-%3YIBf zb`c<$!Stlmsr8HC0jgO3yeZeZD7Ren53GyVd(`O`W>j``VsZ)5G*+fjnY5T~#&~;$ zKT#;RM~}Wnd}gRD%jwfFewy4&qg+v1$q(HXsV@fcW~SyBC+qsXj=5>K@bo@zG}#;6 z4}9wxUR(mPSMi<$&P{(zKBqZv*9%MR`mPvt#dxx~0mcWX`}XFHKl~fT2k$qQ2(vZ( z!J8)IOl!7X-AB-!SbSb6Dl$N2yr}7Bgl<50EPvtV6go7(xg>@NPxr0S0Cmn8sb|sS zOI1ZeWqUttQmry%X@;g<3Y<9-!$*40sDZn zt4Bo-GpTniJKl&3x{~F5MhGb*^Dsvdlr>nM%y^qcv#7${wN;nW1#@AEQePll9 zT3aRQ9f(B!?a1Anq4GPqhsWqJ8A3Kgx)$_fF}}FonVDd7ZTt`SzeD$Iqn7;`YSE8} zl{Kb3W&{%JE_i)73(OsZdVlUJ{~Ow&&>r|bP@CF&q@|f9sca2Q<+^IJ#XHVW_@w$E zzF+X7#YnvNk%@iPKJ(318OIdUougJ~6r=_Rk1?8=k_*l1I*95CUD6u#z9F#4zrTOg zRdU%mGpw~cdr315!hM-G|5n9&Gb9Z)7Abi{&^eVM7qiQZJ{MF{7DFH4r_i)ohE@;Xn| z!#SZ(%Noi231FvPVTgS(!1w#4VT>@iuJTiyZ{hiwj| zX}nNVTfB^a4Y2Op%GS=+nuXs!Q&@df_7ew$HEFh~N2^?}nRn4}j&reiC%|Sn_6Lmo z^~oQN;PHX^@&Mwkds1rI^LpyNfNFM!wk{gI2wM93v**06yed|(Hzf7o<>Y3FDcNI) zXV#>TU9M|3gfZ~6I@fElVdmzXt~_uPzF(YEOMV_yl{8qFST~)PsG67@oX&uRN zI}T?3WKD~=hk!}JMFc(Vu9P3;VK#3#?3c$F9p52yqK(eQT!rD>7mfMR_y~6V{-ver z8B0Nxnp=m6HM_-24S8z^tzGf=PX_@4ZF9<%Rqs1@mL$`M-pMJtBDagN8x%8(2@HO zFoOj)+BCGSkP~5Md_tg#2`%s*#yh7ahiV_7%BTS)#YfJbVH8vVtG^@%JCC3Tb|=9ENV$}sylv41>V^J?hgNr=n)^g^ExLkU>I zkvW(oxWEwscVYe_cg90%in5)zxnVm&jGP5xhy&+LFW1R(ZkgEs-HerlPm-R;@ZfZg;j(t^2hUC-Lyzs?4oW3O@$J;@@R@- zZaLRN;do?llKtn^Eagb=7A@3enPrb6*T39P9S(zFRXSoB4*W`TUdN^dGS#rrI&kI| z(W+YU68v*z%w5M9zkiXA?DN?MUHG}zcJ@%gjC9w%tmTq)&+nC{`05G0{Htj9t-1^? zkZYF}xgJ?AMRVMLzsPFzgb{LRBH@x!rcUSFljmGz?tV{T5f%N?{ZfA7ImBta^kHB= zF84i*=(-8gc_FDA$F!Nx{=Ih1K+!(VtRTPpljF>4b2Gl;;ofy*gRQFQpNPe%e)jc) zV;Is!g-9I!6v=7qQ@2NFQty(;GuOFW+((yi2-oRq8VGjSLsvD5&>D*=lqN!mP^rV9 z8%ou-hiw$E34s4L)FIEuV#|TCK<87#O&WKNc=n_AYl4j9&*al_UhWnXW5uOsO|pG2 z#U<2MQc;|R)T(D-VH%N2t&z0d4Jk>TrAPNz=tSL>WfG4|h<>5DVm%(j!gT~zT+w-> z0${ilqY$Z5$e#O_8%WN3)V!SYQzT`M1ZpGt{Jyz0w4L`sI)O_m8%Vm<{%Y^!f#Qgc zWPD{}3(*yk3*&`NnFW1oVZLcy6-BxUQGH7dSsd|6$VeM6U**43Mz%v9r1Eq=%uYxr z%RT)^$9&cVz5Lj9m^2>kXLxBoBwH6#Taln3EdSfHU=_~2X3p)sN9F zG0C(tRV{(_3_ZNmd1nI}aGVurZ`~F)0qwAMdf#suoe2uI%9smUE zSqT?=SZN(^qo@BjAft2tu}l9ifEmU8xkx9Akip5|UFDW@-;XKCUWj?AQ0N)=jf@Y7}pCOii!Pvq(4& z5&xd+_~8bJYEs=#fKU5E`bdZaK8gb=a*S>8`Y!6Pr<$(G~0rOb9AWIfqBY*vSu9iVN!1@9uLw2g}4swcpt4#YLa%gCU``{rMv| zRC4GuG^MU{8K71{b!iryG$*@2FS^pBB38U-K7h7OW-@N!6Be$+GER7*+%>6 zrKr=r<4H5;Et{FsZ2Hu>YNX#Ymz**{NhZ)Z8HhztL}eFnk*jg^L>6AT>8VnBS4>4M z0XKw|1G+I!$m0ac#_9#fQD)nkKf0&ZlYUp;3Zg$9JCLOk3)=m-6V86!C(boe@wktb zpePK}h%yj=jnj`&?pXTzuin&f614#M&pfA4st;`Gd;0z*_bP_Cs=TUY5^ zc>~uzM*7HidXe5krCK+_{UZ+#v8BvG9 zzA{5~0*g=BW|^#a`*WYIC7j(wY5n9U5{;ywO@&gC-STp(+hZvP9Bk5>Nxx4Z1yc_L ziNqI1T#rT8^u>>1rgymV;0%T>?>RNhX9ikDIQROLxPYzwo;u+8$Rkk zG|0<$2O1$!D%ya(ze8-lkKV7O1>{`Ndxv9CIKWpm3KEpIFRe#-f$vO7V}yZ%p~O?L zbk7}c$ℑ)xKTd*;PrS`-K3hY!MFM5CAEGpr?5JxynV_l%uQ$@cVb@?>ICVCiGD5oXY?yAzRXTo zf{w5~JaO=@b_wX8w=(e3GBEg;Mo2i#ro1ucx0S*rS)=@+-`Ie(5|v;Mdic8BiHeE_ ztjtwOlyvfpD{*|pf9~{#8Q4>i zU1aN#fE54VfW7Qi39p4d^Ua-5p&a5)H?vxY^jWZ}!1>u3*Xj?YuXo0Q04Dh$S~^y| zu9L;p@~zmX?4dgAf4$3GFx@r z+dePhq3jPEYj!@F^OzVXGEU^juk)G5h#;&3*oScKZ_2_W^&^<)+FHt1cKle{DUk!d zqip_CDM_Nrdix8pJr*DY|=8%F%&oi$O(U!)89J(E+?jR0K!WeezPD5ctvbEuc>t&m1e> zDB*^B;3AapCDSPR+W}#yVSdv2Kyp-7VtwpPjNI3tW{<-38+bL_wMCMBc&B8Ng;d^z zXy|_JXB}C|F)%-Xo+iuoPbF9*%*L`)wMo$u_4n({8@OoeavWW|N0e?w(w$t5jGJDY z3i$>XrQ>*fmY2{0lN*3tgaDy)dRMNxf4tmr1^4746i!Yid@dvhSi5*Qz1{qFwmu{9 zjoEk|yyR-)VKW>MckF-biorM52gQOugcah00;pM2{7_#`^^l;DnPhV^ZR8vl=pcC| zeR3N2OLe5w9}_@NwApSG_!0za`UwKlI&0tk9}|nhxcd z9`}Etmj3JYIQi^~mzW~3orm~L-OP(KOq&;hr*SpX#(PY+;ANg)XbHAeQABL8cQx}f zMRQ~dXnm+Ac{!*~JV}a?R?G`j@N*eo;S?0 z!gEBrTa#EPjSY&gEQ+cOnN`-zDV=0XwvP+_`jl;Ts_JXp6~Gk6>|2`Ew*a78p@Eda zEpxpSvHwaA;tM#irbIl9DwaUH&}{il>TLl=$J9q#0HVNTXuEFF$sVNS%f$8w+8>stm8$$tMS9 z&C-VQz4Eu>j>g9wA=@t4HbiWP<27cZcJP&aPm$>p#L#>wzo;!(y~@mOOFuj#8c;Aw zyfntSc2c~8ct3vwSiUW2$wdo#wtP(M!4WVj8*8kui`L3!0GG@;JJAKpO*!>Q7PHiR z5rzRWO;!(N*h5BVoF9QIp{%2##Gl;_N2Ca!aey=!E(jQbVg)J%e)m})1X0rAi?gPj zss7@gj|GH!HMi)YD1> zK=G-NE$#19wPrm&#u#W@Zo*6l4N}-^eq_g4+DVyy+rQw)I<>?6+}d;PtNt*Y(sYG@ zcI_KZ_0_dvKluO>x;6FCI+__}_sMA{c$DY$?$xRQNIeWGvjq>h%EdErF2SlTf#i91 z6^#c{w1J+6eA*4(Q!|<#Dj$CW$1rfVDcEp^jOQ0nWk8JVXLnjc`e^>`<1qW|JtG@i zSX5}Z&}CdXC~jvzx6cSmqeB96dI6Kb*Pstz@-Sfz3HIYrO~|1|H``^jo5U1TkOSQ0 z`qLYhKi-RaVG_NjQE*Ynw8x8$o%39)TstNI+j^_sMJWWp1z>5u>GW z$hHG&XJ(bFDV71(B^r8mG;QP0GVhJaUv07wXu-T4-E^`pyyhVu4=F8@I&@>Tot;b; z^j7@L>!1QwU8C2ob?*RZXU}-kg1uZ5hf2aTk0Llxv7J9)uWRadu`9{&r?%*@lh=P+ zdG)L}H+^{gL;(@lFW)t0OBjq}Ga5~-VAWH;S#rzs%1A>mQx0d}5FqpN#x;3^{8ou( zq#i|@Ad_O_H8uaa{=<_iqB{%0$KyE=&yIoli^&EU8+j$uqZ4%~A`4RZQ?l}KHR4(4PQjW=F!l_ zJ;AGo-*>A`Km_BlYML@@ezK=+zA`_?VGt_sG?dtCGyAxWJz_Q;`*j_>mwEuEtvfJ; zVL`vDX*nM(5UKpU*1<23^R2z-u`}1gtG#RObDr}#tXuy{6)?;?9>7)25_2WeSW0ogQB9chg*1ms+sT=r=qug5>S zx4U-OK-!#JpKSiAw6b^uvQ*airHy>9>RDW@17mL5Y8CeN?H*DQd;Cp<1WjqpTc$y6rTnss{BHuct_iL@XOd|eQQAbHrHNr4x z4>863yA|L6d;Z2-wPi3>!=!VeS_)_cLINws(g_j1!7+T5*3>Q;-Q>!TMqJaP*JE#gwUHcT$2n+nW2ib2=JJ9aJRz~^(^3|56V@P+DCgC>NPU5NI6LFmFO1dy19(k} z?V4?h2iiBcZU8UM{$W1&Oi?R!ld)Zm z);ohAF2FRf0%xixH%73I+p*l3kL7>v)cB|(AN}EH=&}o`w{PUc3+m_?n z8K5^om!Qfu8K=v)%3c{bOsW#}fCcT`_50veE8UZ|q`cNg)h|e=wS~1=<0;2^$_< zPhm`NOj6Z)12O8p>kzHPWEsIZJzx$Z;SN3wsxm?Bv>LTTn37N9uls1=7!w&D+cmz2 zi%MS)d0-bKzYddV<5f4jd4>u{G=#hv_rMJRE3wVuw+<30Yq)W7IQmn* z-!t*f)njyLY$wx@mDZkxd2ZKZof#aY-u-WN7GxUmNE1*i05zWll3oBQ;-BltH5wzz z93+}QgPG#tK480kecDs@!m4R-7XN7<^!&^TEh*|=#{N>9RHKTHmv=_Q-l?W1VehAQ zpN3b87Z>dkJIY^hMLuX)yPxvHT7;DQn0cd}P6U?E`H${ynA^j7D+ckY~zcI z{fu*RNIZZmTgggcu!0gv)tMZF2>Lkz?uH(lx4n>0km{83zX7+R$~PYhz93bnKJwg8 z8bqG>nj>Rldyn-#gLp$2?_}NSiThSMjsJ_PLBIpJRU0f&ukOW17$lvbA! zUw5L;?IfLv&oBq&qv+gst7>mM)D=ZY4f5iMVP1ULW);=`ch<#S9nBd!XwV8sv~}@^ zunJc605~O$6Ci!3tn+YA`<2F>Z^KvUy%;-N}({X$b;|6 z?ny|mZggm#hdi@~;>aN6{IXH=Dd1O3w!!=Bv7bwXRzdZU(td|qT?f&vBy4MTzAMX& zjbcrbH+#bb^VSA8pbVM1TRbrD@V1}-wB64*+96BwTWU~pL0$*7U9tM!|16RJfBnAj zZgsq$Q>+5t3&+SpCCw(yC;u4_{D0#ywiq~{)GmpXiJmA(U-zJ&T#FIXyjNRbXZ2N# z>(_(Ngp@*|Kix6tOY1hRWx+(QpEL0N4S6C`?yYRMS;**;n(VTVNvY=}@B^(}7Eh0N zlG`*aC?~^Qetli1?2kazMVpX(_42p$lMRi) z9RB^=49+JF%)YXXAMYS9~uj6IhTT7Fj!JtY=bk37Ry?cFme5Cqi3k z+yoC`owg^V+JKegu?|Br*8WswxXRMB#1_h7OM8EhZ$mUb=5bx$q@b3FNOz5LF3Lc4 zo1h+LF|F*OF=sSg zR5OPv%hVbRt|-RYq7JaDcc?G$m-U0S=I4?5N`uZKh+>ssZ#D42KBGUO{kViXq^Psd z?|$@Gn9I4xxFO7MlEHTwajA|uVDct8>jK}eiy>SD1mzCmlbb9!#GzTSeLto>Q%XGM zXgBj4;Y00T8Z$q@j&un{ns2Xodpw$!6p-XbFUZ8{^HJp~&T4OU;SBXADLgd&_4?4# zvfVZ;SquWx-Xq#;&y;ue@+J}2j%c++^ofORF!*uvEOo$Z72Gt8;a;;-Aql19nJZ?W zeU?j7{p-_@wxR)>Stv?oL)*P^Ej9iJTd=jI`W?W0agvUyLg8WE{sfa?YyZO}?&^3W zaMzlny~1xxZ+JLDCtI`}v652fUZ_^|tT(Jif+@e?IIr6{y zP%Y&rrA*!o09vKE4h7(wi!_(?rae>?J^$l7;*)q0vU6o`ufQ=KpZvF)-~@vxkb#nR~?tae?n7iv7@Xq?$Gbw@9IbjW3$#u+i|CApUUl6y?3hq_Fu+pg@~y zc9o8TBYTbF_BGe>6xq^^;0VE)fY;WMTYCauxKmu#mbH1q8oq7V@EQ@HM5SG4c3l@2 z+(E^Ku+p38S+536!DF^Xej&bmBm6=Y>^BrAu*7Su@JgJor3&p39r#p@`h5N8$=fVz zJCVt(ZaIH4x~gZ;zy}Ls?Nvk5#U8->YkfWv#jUT(DkSGSSp8&Q`?1$HXed8~oX^8O zw`^b=wvi)r_0tcStL04LiYaz@E*2{VUBG!I7Ml`@UsAE9s#a^2x?@9?BQe=C;R&%> z_3!pCE^1x>Ck3Qg z9s6gbXuGx^7#JD)n=W1|2;XGb3MZ-0hpy$`lV?QR*|;~?%DcrN4^8mc7mFwLxx5!; zWt~R%cSrVNxn{-7)`7@)SGh>5)AOhKz=iOXP{4X#%X+h%{`vykmyB$wJr;F+YVc5MGVWzcnvGC}>fdVeXhxYM>)1HU zjON`fGjqbF#zXuH&Kk(zvV-F-_JVes-Dh2K5iAa}$2eAvK6Lw9B7f^SYD6&cQf7dQ zwa?Ao;FP88&=>20Cf;A3nJ3iC$^v;exVygExXQTF%-UqNXh&A0dX3iO{$XboM0bjYPK&O!>f$#47|m!^fZ)?F(rUT06KY^<#M zJhK_}cV>`~TY1VsWAw~^ClXYG2;(~?w7o3iIFZ<@=DCEsN$OQ~!l8#M{L;<)%xVyx zhTn_*1#``RRmQ3o^fZWwO3|tOMjKPjS;r-mqyFW7JqH1C%XwV7B ze%SJ-@hF!Tht|2(y12Dgvrly#@jrBF%W!aK+!6&&-8x7~#qr+^Z#fQW z)z0r&+!Epw7W|q$!7I?xXy_-UEorx;T>VWnSbfJfwsz5_!=^J>Zt9~8SwG3mR5uC{ zwB@a++3)v(XgQud{j~XbBp~^F|C*(FO?wB{NiiH2qGKji?U95{GRH zkys#l4_ikVS<1hIX3Ynm&Rd<#yqyy6@2y=~vx^{M528jJuZg{z)fOVAy!(lqQ{Q5) zf>5HFt>9jJbugcvEi-CA)&p}(4evM)7DO>sjkTl7*jum4P0 zf!%;jjRnQG)9W(guRGp5asuIK8G+m3@Jf-e{VxYy1!}H;6h4#O8CDGi5(CSlvvcD1 zO>hmqbd~V zn4mknebWHi>0b@j7+%c(u+VsmkDbi}yWU)a1k7@W=p6;&4q_>pcw;_P?$REP4*Grz zm>6KkMo}Q&!j}y8;6q-nx3s-tY4Gh;iJ)--EYaamU|&WmuRCJ#i6}Y}cF$@piTW38 zEh88z_`$g6V!6y`F7ZEx+7!z?3WGXT{9Ev?ZEdk|DXkFgQXag@5+dA9xHd)oGwX$9 zhv-w$e4NBI18oH{`})^4j$|fIII{9yQYJAN)8avZmD|LK5@P zuJaR={A-3ZNSvZ8i;?CEB>H)=iJwTrgYTWJvpGSd+hxvEp^ojK2MEdMvG+R|ZKy0V zAyG1QYTxr{j+(e92w7Av#eUbi-olOO;gJVpyBpmg@RMx=NCRFhAc0(}_h}_n*%==s z>+N4^d6zx;xhA!juE=D1Vu*DG7$yfvPQY#G{=GF!Lf2yW;LR5>3XnE{Yf`;L_-l{D zfTB&+qMVdNcsPjU-cz0pLF4ba!XspQ4A=3MvHZ5N1&)-6kklaLx8?J|t1cfR&@;3) z2k8mo1B_K`+6>XgfA>dFYE(y<1-0k~U>ZuZd|eo)aFAAdXcp`Iu-?JbNe{Onydib1 zSr&ZtxT1(l#hk1ycr-cyWhsGVt-TudZBl#jqxOm?y%uhj4sA{nIk}ZU2yb)8P9m?L zm@jn=S#H{K_McpN&vwfBmjB`)RLJAkT99gLep~1{cjB0=zFa##HanV#TOk?w+i!aLJTI zbSRLdjlFQzoxzJq{as^KnbKC9xYUpwfUKc-4Zzs;Bh$FOdB;ZF4QxnO=`y5|SKFM~ ztr#xKWa{B9k61kW#OjRHuXVtf47JuT^-`pxrQnaN^}o8yGnf~^{V)ZnQi5ia=dCrb zzg`EcU;PAV{!8vM(qTv3{B%dl6Yq<`gYkt-kTgmP`(bw3kpS%orU7<7g1e|vP|ai< z>{hua<>`sGLZE#N%vN+M)>0)dqWjpHuXu67Eu{F^m-2%&uSOx0rcFrLFJg<>A-^d9 zk8g8q_W3k3`Fvk?Q8oLAyR9va`DtJe`Cx`*!Z^U$8|*Kf__&uZlLXHKMQ zxzT*kT$;)A*8I$uQZq&~-E%zn zof9WFONeK13r@RQR;n+2BV5zV}r6xDKeaIug-n9kfW?u+ik}0!L|6zgym)VCG_AZjctAI7^CoFv< zfRr_wH(05nWLR6Lv=o1z?M)oQ|8W;um*vAJu}r|>W9QgtUn}Hye!A25um>kkDyc6a zP6X{TqqMN{? zIg@AyAoaKL`vQ{e9O=G-ry7L{BhIOOdk^@NQg-OKQ0@G;|AaO4>`GM#Rh;r!AKvPJ zs2KhMJ(KwLf&VZka^G8E>sS)~b<5We)`HF6W`o$_I#hYmnbR#fV@aW~Q33#rM(+gUtV~}Pue9F*-Vsy>27ggv2IlAq% zOtUb&IpCiK^nL02Ip$Z;k`pLg`u_Og$^pK-p2d9-&AQD`+j;1x=Nh&zpADX|koC)t zftTJ>iXtIsWt<|~N5 zZmL{9>UOsCYZH4h@@}sgW;sz&mh^PeHnHi&q1?nb ze#CyAvC7d=#q!u$aE$ceH-l0xhmXQZ8q?gdm`ci4FWJL%s;LS5X4QA5j@gJI7pxz~PYEUc*=~gi4U79l@jaFF z;qBzS8H{+Q!~%+&=K(H6V{eH4qjTZYY=vDJo}#wi6sWXXmuD^qK&G>#`AeD}qo?`I zudy#4T6(KoE=d<>*PRRsIt5JUv+g+~BAbWX!N$isK=J?TmNZV~?#FlG5xmw@-L1k( z*Sx84cFxj#i+^;X0Wt}%fE8!A*L8jV(HXKAH~Y*afhklCkSF~o`N%~tSxJ* zwl8m1{0&#ib*YAf>Z7boZLdT0;~E%w;tZEsTn!}z0EDz=Nx$Ol_u#_ zkUacG-78FFJ-ZdflAxipC%*|}Cw7&_PcPu2Jocmu+ZWS=^dB?MyXbOVhwRTro6mqq zI%tYWrTjdX^3!6d+K`#r!p5+}#h8|5g@@-9zJ|7*iv{c#%|9!v8pw`R3U;iSuGA=y z`>+-nrmJrNl{0+MY*4&}={&Rl8`UjV!e#yVcC5Nax8xMo9J_!PAQ>{!x7l4Af!&1w z^~3eYWfJANquC3qB(ekot7GLQY>w$c-%!7|RLbTm(s(Ub93J_!_9uaa&A+}5QMwvw z${2kXzE>>7Osaa`Q&r=@Q!MA5RUu5++aMZsG8x+VvN;l757!=>7?;kcE-Teuh^@M4 z6Z7%C^>xfoZm0#Codg{{9L}GyJ(0R;gABIr!3THda z1t157%Gt4L1cklh0SYg3at(jg?I4C$ftYv-L_8^H#}NF!tS7zi#vg@!fo@DBNwe+C zL*EI9-A@Mwz<@^zuPMjo9YX$SO3E5W0IG)}3C(x+$;SE!)d36kWS8;3L}7dKD!dOB zT4ytGQ^LT?+m1lM$4Pq878Jyx`PaHvNRfVT0p;4f3S4xjKkOeJyLc7Yw6^N2zH1vp zSSll}5)oLjD_s0XccbW>m+PFp_8~zqC8J7h;klxY6R zg@|f3^IaJG^0=aKoV04kx3$k{S{E@9bG$$Ss=SEe}bW*NuZV z3-w&T2R@8Ir^w7B>cjfmIQMOzMpqMWo4rpfiXQL6ON%!C85-YF#l)I_){#u}hfBdH z)eg8)_%whVkVUgyi)3cTVsw|A(i`7Sv=617+@MJj$=safO$mKC;XbmX?{ES>E%5zE zM^AY<^Y$Md7K8ny>`)oFkN$dMiVyDRSl?Oa4(pk*(F?eV+X}wgB4x`r@3TePv(Ng* z(J;_JyN{Y>lBMmE{?Waxb>WJ*!YShBFkR(?5`M}P*uV4~QS1BC3yBI0$04WWS{KDr zEvKdI!0`_r&?#6$_h>C`rmAWI=9iVH=|cW}V6(9MyM2>9a88Wu8cmS}Qe11?nEbFK zZob_eVwiObCZHn(Zux;C6{(>01P+h5=geD+Aa#N9CT9q;onuaFEN?^>5b?0Ilt*k6 z{&bZg*Li&2F;HLmUSLM~`ainPBQgKi%4*ev#4{Sd(7Ys&X5;(sA-Q&8R0S|_a!xj0 z;OOYfLNHo(rK)ft-GR!`?k{g$UE*E3d)D)P&|dyrpq)AjwIIA^OF2#I@NXU zc)tYhJOH(s(_7MDRpQ5{!wSG-8X|xFF8HF8;0rnMik1^k3PVAOWJ00Kol@~x7)ez6 zgY9>ntwd8Pz~I4%4LcQW97P(B(D)F{_}6{ey8rzGKQ0rE!Z1KEd=AfJfs$`x)sM6k zma&iFZ?I7!cwh^KxXoEwm{T+9VHDoW1vyLHJKX$7M+lUOQFpNX;V|31wFb(f>HV2N zwI|b$TPKSKkC1vB{z#ctuD@|M0bgWj$wR3X*LQ6z<#mf)z*04HcHp$J*Oyc#77YMJ z;z$+2o$Rx#E>vlBi)Tb=JGYIJ4Ctm#hq}>Dv(ISwFAuF_^PYVw7u5uMvxc%nO1273P5j%(cfgL z$@E$pK(J!fm{!PrUHxyW%R>a^UUt?VY|sIYR4>;@zB9c z7sWj+3sfm&5zIr>1eIYT!Pdc#qvN}~n}40({R4=4)LJwmMDL~oa+Z~YYfS0)|KN24 ze(|wpA8mv3H;u?5!l%TS3!PQdLwuZB6Q=bV-h6(R{Z6n(c0vgE4GS@EdHH)RSvM#n zLr}4W)*aj%KRZ|GRI6}U(jP6C@;Q@~&}KFz2KFhob=hrox$&+c=Z$D%Mp{N?m){ox zD8VxK9bEnIA+%ww%YBoLfL7Pu{yiXLFS3Y1)6%OV{4B=!?LyHXrboQA6Gzha2nLWw z8(CKI6D7LGrHc)s?E^=f8f5IpO zM*`_DM)P+^hjy zUfD5U2r_S6XTS5_&H3GO9pWY=#E$*Qr`D_8<%;D@nC}*Jw3Oo9>D`@cjUKD(+3*yH zyeMIMEW42*In*9nUV~;^#)u#~ogB{|hUWUe^*1i`Np8Hz758}v$2Dzp)=*WRtz;g$ z1r9c@k51sn4@o@Uy6ByfOR&)!BzR{EA_!cvQYku{>-m97cVwFE*IPid(u{qTch+z_ z`=uY5`83Z(>(@&n^h$%r8T<-uCSAY3MSPtX-rrQ*H7hNdBAV%b_WX9*yh9_jnpZ(F z03fnzsnt3$U>)`$;Wc&L5>~LC@CfoUGpH%6K8lCp-j~C} zp!4JxoF_UZb+&`o{o7w_mfAf}HCtaaAJ77?{+htOOmiAr-7HK~^yB6A-&I95lJCV- zOMA)9)=k}`R;3p~O6P`z<1Mp|*87Gq&IxVxpNcR)d^D5|jOdIt{_#8PpxgZl_U z1?LnOfwn^g3)Fq6veVjqAw_M9-w-X_c-S`2D^X>9cM?50+A*{lpb7}fsz`K^{#@;1 zmlrV^c+UVynjSHXVz&J9%&tz zlhZMc=V<%>e^58h?agm0QSH~U7aL_m7Tx9g^h(%ECXn@~|s#9a}R_nE8Lv0Vm z+S%{uO?KamU(@||U*VQNqFY)S7M`%Ygh zY9$Gy0MtkIBoHGE1G|qVy;pLc;f6Zh5)NR!PK#cv|91Yc0I4-LDC( zs@roIxi6P;#je8uK`v`=6!$BtXFj?sXKQeRLZ8S*KG`umM7vp+U}+(P`CPjL{=Tha zb!~;gz1b*90e__Iw6girnmJ zqG;Ss^2GgE=)rW1J!1%7{$si%w(5bMP?Xxba!psoT*k!pt4D<9qjxb%gw2XzBCjPP zyKx(Cf>LydUbhXFg{$ZvQq^uaRz5+#yq9ZAdXpu&Jw6D(yC!vW&N&_JDU|p*ht!Vs z-fnR?^s}4v3EG@B)#yzxgg!bc+y>>t;>C!#m=FChlP?C9MPe}6%_NRcny~P*sR|b; z0vrAdR2rT@Iw_(Pq(8@oN$#k0l}Ds+U!{Hsa8QMHHbP4%@2HlHo{aHRnt{bOwJbwZ z+~>!dRSAcv`D)$Pu*YYwN?d(wl-uwrb-1(Zz(?Isxy|IgT9}&6!ILezmx}j5y;|lI z4o6#|6p|IcK)JlNj@3^!f(k1c^K43a=Ul8}!lJbU_kstI8A~-d(@$~kUi_Lq)jL{i z#zL!Y!8z-~;j7&{#gfe#<&SJn#@Sl=CzVw{JiGj|3X{HFk|w%P*%p*;e{$1H!rEXiZVyE-7z3cC5wbU0B>$BEZ7gg2eG3J z?*nJ5?XtQEB`?qE;AG4v-OT)=u?e9d@;P*mQ2O5f3ZPTJOn*@Uj!-`ufg8u8*S9Zb z&kBgYR`mI@cMd3|wjX3G2^JVK&7$ivA{ITq6SfO3+3)z-2P`cwGmN`DmCk7kMwokgA&B4{(`(#5~ioY~kgg-VSy}i+SGJ&=# zI=9I{CdNFG$ShNFyV~*K^8$BZ#)FJkW0JCFgO?}}-yd8S5Eqy?Pe)Hyo?N#$jlk$tv z4;!y^@q3(v+_h<=*FYC&hGm?y;SoEK4N0}hkT;$d>dKUc%oU_Sb)0L_qu1iwa~4eU z=_8nUjfrat7nl)`^RFrdw_VzFQ8cFAi5)jabiNXatJ0TGwoCu?KBY&$g5{bJZTOn2 zZ#j5vD%(cqU@jV#%{MA^q{3H;Fh(3k2iLp(Hmn;$8*0u$p8G(xSX#<_X_yoXM&7M zT+4oB>PxX(=eY%_0Ag%k! zHRUIpKoVBYeZbcy?B*=yfM>6pb~u41j=~#K3Q<3*icvFM8F+Y)Yf=t{ld+%m-AH{E zHGLlaU=c==V4zwU$7vKGnc7DpjLsIY#5knO;6nZ96E~gt%o~{rL+ZSd9nckd1Lz4E z>D&jbm=w{SdG%9%xxYaFH;oSR6eagRCiP9q$;Z&Q#kL2)wSZbwENjF+f^-FyL4an+ z6HslT4EqK^QwIVllh*$=|ZKd(gF5z%CE;lw-JlWdxz{ zMt%j1uz!0(fiK1U$1@}J))Q11vd(e)4KOa_zX1krN35Z3@Lj3349ZbaiZSpAWOn_( zN7$}_Fnkj;FUBE5zRTF>3Itzfw8Oh8s3vHJ48>GP;uq+nD{!a%3hYrRA++s2>f65y z?5N2A?%2S}O1YDHxBuzd^`|T3f4U|!xS1od%T~is0;?ebv#iuq#qk8_Oohoa^$n@n8VNFAC-GE?P8XVS~DhZ zqiQ7(hx278XW=E{F-+`{6Xk1*F5JqY**hx}>F3uFO& z%)iBDxvU(FeRaiuE>Y(GGrMBlI z6jO_}1Jc+E3*t7w1Vck2vSIdBkos7=eR+B0^bc1tfnyH?0^p`wMjOG!;OCBs3*rS{p}u1F#g@VatqSlTE{6 zabM`=WlTSo5;3Rq`_&fkMi(_RZJ>B>)R}SK*8j&R5vsy?U8VaN8t4GA&YqyPW!B0> zVNc35o}}FYBERxBl*YK{lj2M1!()CA)?1i~#XhwOjk&9L4nF)%%&CSY$)?!wv7s zgGB)^7wU@+(#SyQ6u8={;~se&Y}n!!)wmD50R;~qAssp&LaZn0D2n+2Nm;7q0vn8oduuz4;3i@&(`qLhTReY4EC9Xl0o`;M(|`TZyZ#t5x<^HdE=qA903-=Ook0hu1MXX2bx_R!9W@;b68$~6 z#{Ui8{2zmhGFW8)4E}rS*L}Z0E#a!7K#I&ip!}Zfzd#ZGJ+msHj-t+jX-C4783KPG z3;F~1A3z5G0mKV66ROS$+4*Ndvi@oL_ZR+mOXy6f5T__ZyZiS_U4Y^(kN~YdKcb3FYNU-0E_-O5-26?hzhYJuXhoxOb8J#`?v?nw~HEi zrv<*XNUR34ELKPUn0sUC1L(_)&Sf^#k*?Ci>otKZO;yY7#*#j-E~!Kpmrak6$MX`o z^Y589;BZIae&2OW{~lv^0d2h6QR?W0Ml8`2`w=8)O18T0b2qm;8Dj> zJ@i=!?MMVo3_{RA0ZtM<)W4r48lt-~Ri!IX1=#d|r3$O|C7 zHtniaGivwmJp|@qMFP-f{2yNaS%g1d4W=E9_vT#EjMpFigYXL6drKQ} z0HH?{wb!c%By!u3ooRRGRodAq*dt5qi49Hpa_faQZ60?ITEf(jsPdr zdZ5X@mhlA}>a``r7-;0|_eNZGU4K*~b>VdJ@_cjrA;I=1d2QeIBy;=fN|pdC8LF7_ z1=Wht9@snKTUF@~eO-j1IG}_84j)cQ1!T(7Um&6aH5KnHF|5-+_k3t*YKo;t;(~FQ zsZfadHzQ~mN@7<%v$ia2mEkbcO_Rr>q00tDB?g;4kW|SLQier?X&sFs0J%QJ(hQJ0 zb{VzUM1E~DY&&aJvN{kfPjF!HP2;i{kES_MGnH_L2%6%67DDx;&brcgI)QYB!&~Y- z+LQ3_34rICH%dZ1vo7L`O?OkqZ!m#v`nMertaf5+Zu)>T$N-?TQ4}SGz9<1EU>5Ya z95yiv+5<2*5?c)g;O-}gbKU-5761$>_L1f&-F8_=i`>7^Om|1Qd(ffk|j z|1J}Poc4x;ti5pkHXv6dLX2%%{^^JNuf_W_A3!%st%5)>ID>Bq2b|4u|2E6|y}%i}{|RUB0)`A5&gPdN{j;Fx5&w+m3CM1Sa#eJF zI+%D~Vq3RA8-$vx__3Ozuo&UhV{18K`J=(a@%v@kNz{!>LY`_q!>pTTN6(-MQ?L6e zJM*@VolN@Z5_Sw&IKcV~Ta=&3HPP?A|x_&Z$Ix2u4BQ|ckP%M66u zf0bdT9U-hbAvt>ry#mdc{KGF_0KV3Lya3|adreEK4pk=`*wn72*tc4~)PpM}k z0MtH`E=2g5Y?t#b-MVvLvf^7i_-(6w$KEx}cQ{2tXNZ8%Udmi9ykBaX>g$Z|l z091Q~%h-09AkR3yN7N?0BKQs0D|~E`PFgp)R_roYwWG6YDtiQtOf-&4dYRkSdCM=G zdzVa8W||8}%`;^Kr^^tSA&~}fP9z0@^SU5_!^gg$h-S8c9pv|Ko6fxpNH9Q$2s+3M zOFP^23)E(UrU;X9-~-SKoT31n?vYs|-DO}q^&k7l$O9BZ0HFI8Mu;+uaq>Pu$ps_7 zKz6Q_3+f*q%msF0qR)!b^f!7>CN?x|*TbX@RmSAgneB$J4DvOGm%CL+7-&dQGcw8_ zVtrLrsH`->z73PBjr@L^&!Zn3s4Lm+U3fI~k{+pk3cde%>I4ZuWotNIyVN0z9(A`c zj&dzAs8~){sK-f@VW!x=`T>%pFbV|e_$R6L)S3}e&{A^ zV|W9c&<5bcqkSv<^m89T@Z$$lVDFKD(qA9?9EgTM3O*@yQWq>EY}OntEFCk*=3uus zyJ*^8uV{EixIw7>R=1Rsje$JTBXU<9`)K-A&yNmZAHY$mPQt=^smu_77>Q7wMtPv^FS^+}hX)I+GOIjwI=jX(PGBkTg;ub>)gwyO2FpPUU2 zz`e)lm+(_wI(t&!CUvpF@_p>!#Mnw-Cnx>PiLm8Po5>$w>ySopc@K57j$sn{td9cf=lzw0X>%B=@nB;APIgI2>fMI$u_-=jX=wp%0r$Meaj(9D z*mXrKg7u~eTG*Ix*{Qm{H=ex*0)<-`3VXQqL%5DTWfQMu@?CWa(>L7Mc(SQf}d&>T!XXL+xUN=gx;y?+q2>ozry*^ zTxf1UsMQU@Q+?eW9ZUnvd7vUaZ*j zrJV+pk&l8rtLk0%{Y5~4$Os6yUJvpD_1+gwgAMLvMvai>0aRtx`j*4sVV(l`btZ(6 zgKBw^)lGW?rX@h}@Jw@q+CJ!qoTMUpw2BaBP}~QqjKw$0E;00&82~5U1N0;j$F(!| z#UT5D=stw$eIiD>ybdwV9-*!Lc?H}HfeM6rs6Q=PaOnSNsT`>mt-}0!Og5-9bY$lq zJ-Sh>4Nt$bJ#AXqSVc8Uo0l+qe0%0O_^$}QgGk~koeKb$<`;N&xFyXDw&3V0H9}oH z&Ag1*DXw1C>MK=!uc^Qq`?~~G=&65IT9IOh&Jc}D+9Z{@`71=2Y=}nRc31c#F~Tz` zA!?o^1$yEp6oHBa^0c9Gd77WbZyrw%Otxud4-wl_AXx$Ed3blHn(cx{($(JBj7W}_ExWKh)o8K~uE!}9Z!%jkXsaHbqN z)t|s{7@wvcgA?-a0)rm&qD0WpzV84Hh#77h)8{nvE#KE%rQMO_7R)}qPE*=uI4m~c zXs14ZSKT1Cjs5~v0pbm74wQCkb%+BO<3cZcip9e}B`c%OQ9VsvuGEKa4+fqMj$(8- z10l>b!>(~O<^08baB_RH?PwJs-koQRph`)3)Qds-2CN6$YB#1f!R2EU=f)RB+`p}B z9K(7^U$Kr=x1<4cJ>T=Yyh2t#IxLJ{hyyY}G{}ZSehl4!Zh$ zTh=L`LcA_-o-e=TT*bX&WR6g%Z_6$@oOz>-Xf#d%cK6(6$Ytto5rbzNUR z$b~s-p$Zx~ig^zNC7>9m!8~Klop0w{Wf`Fv12eGt3o{PB-(|~VBMvvhUY4BIdcKGH zxMp8Y&f8XRE1`V+z~~X;dY5#oWWX-Ep0q7sCupI&3QY_$BaYiv4hQK(j9x3#nyFfSa ze2=oRmW1vdG?-Hlj#$f;3^YYUHZaBlb%zxQ^Q>6r~$x56I$8O=)I701K} z0XtEw8)7FENKL`t!Ylj5XFD~?Of}l;!7e5n$ru{`h_#=Q+LG=941eLmsoF4}IU+T}CVb0vIA$$@j}xbD8eNCYHDl6F&l^ zp_T^)c<}n(99x5wi^6fK-DT4A)8>=s88-6Ei1AM1oBaC&^XnvJF6FGkxxC3uKXN<# zXjOOxQ^7r2A$0iM%6Wjx6{G~V4m_|htCD0thFIO=LH;;dxZEY!Ms!thYvPS0%J4J3 zS4|x&f86&ue)dAg_NS)|vzExbJ1C~B?gqL!oLv`D(yEEwjk0F<{87FxvvO+U!(A7% zTW-2@z3u?K#vbIWGRS+2^?Gr>*Ib=DxChc__L?@IEXMa;#J%Ic^7K8=-JZd##oQ57 zdd(ncY%thWjn9?Cd z*XtgLxCqm5oMD(n zeAE!DJ*&`uNELS1H{YrO^WD@v9j|18Z^P-K&q$PDELEo`&2;z$#e=N;d|rCcMQ6iy zk_xbLCqEVZZtsMZ?!u(phd3>xU_%YKh@Z-=Ab>hio5J^eRuotNvdSVmq>8%1jp`2v zd#J$L7cK7abGN+>9BpgUvq^GVm>MNloelJZN6xwDP8^@6_vtoZmXWDTSkjDF*muukCT+3L|Cu+*EaUjJk3?rEYF*t)K(&lGD-h z5H@a?+3@+7uK|U2gaR7nV=8qGRJ*#A+?=5sErr7G0 zF6G2aMW^4xWomVuoR@0U;cvU551yqPHh9^B3G*pa1>A+s$v!MB8ySo$E~>s*9FsFT zXY!}~%I+RO1tMX-7{r=ujzx!5>kDz#%fdhf`T|SkBjVL>;Z?jL<$@w{vqsZ1(NJ)1%QalJ;L+E~$6}eXp;0IC0y?82R;K8XvU zB~gY6WhN8|Q3Xb5%&&93k{bRZy-!T_GD$e)AXcDV%S$bkk~rOwo_40X`Nz_U2~!h8 zqxunU{;n;!rl)aVm#It6WJ=u9*EX}aLmqLCIsW1b$pQMu+7UO_l0@<*v{Tx(a&a|U z4;Wo?`~p=#QiJlY4|aQ`0-ho3UG)ib>neLszPTH`#`vVXDL)DPv1OzSrMMAiu$29D zbfsX$GG9Dl~zD~`BD!OcpsWa4u5&*xD~Y5TObo<+h!!>n^W zw`*=;(M^1MnvaLDY=%o>%x!L3my_K^X1~e?HX#9e31GtjgL>QT;Mh%fcTrBYdWZ9lhx47|fU3dBS z68TAw)teg}@VIquqSb5xh6H)$y^>}3On&T&F>3lYC_miF0P!$8)eaF@l7P%0fLR;# zH=a-?pD4k2hXLK9)J2c3{S;S{8#fu(f})(mwV}D+&JW96fw12cVSDAU^T~Mk_Ha+e zN$AWp_~?q9wrHg4gMuer&uaN~S~-^1$OV;G1A%;x3zYoWjo_tuiIx2#D44=*PBiNq zUkPv~eUx1hICUjv{}8+Z3JmgQ`Y`g$rN>~VkyTIJ^NRzoYM&m^_AzdRsuovv%K5tmIfe=SV%?S^?(^GAvdyJYO zSPzsPfDiJDAUCAN|C#t7Z!OZSJQ zO|zqBCb5ScHv}3*h{&3PFAJGfn$P8Tp#cqRcr5KS=M1>T>n7ychPPAJyl%dZ%PaNj zpvZ&!iehbW2`j-jgz^W3HUZpo1}o(zez3Idqo3W)K4El-)YHC8$Q!lZW`?zg(bKszCW-%wm{90~Q z_iqWGzUfxo?XC8b%-tK_s%(P2^D)ajP$1)Zy-}6BOjlYH?XOAJLG;8U5q;`>cWoa{gjQ$WfNGgy` z2x4lpN6;-oQO3Jj10l#R)$#5UHUxEwsUVl8^A+>GC>4AghE`UMFWIh6k$$spJ9!KT zNfIA0)>-;5A6l`@5LU4wFdGGCLM*Ov{k)>6WEn&6e;Uc=_apuq>2N~4-uj7y17;F% zd4KNb*Ft(7DX6E(Xd>+xPv};oMt$j9Voh<2i%27y$pfLaZ1!|_GWsO-q&%* zS1#F*T<)`v=9^oL^BY1`r&H(7Irlk>Jsu#Xz+ zHJgA)Qt34;pn)LVhQ63)S(kd8+Ojh1tabUUewu~q%ny~9-QTexnB02FOv`1SI9$$( zPf8F+F}Lt5GuX%>TiqPSpt|7w{63cizOgfpYa1j*_kxe9bm~SnVw|5u zDd3D+-1sD}Ee$nb<|e0#h`#vpG5Cu;D=W#Uh{H>siHMijNClVC<=}#a2BnrN1{>v> zt3#eur~Q>j&*PcCHGx7W0*5PFf>camwBe`e3#HgOhIVM$jcl=8u~D_@^#a#PJVsp-Cv?u$Yrv%FXo0@V=k>P%z?R63f;afZ?+|6eyhNwwMVb_TVd>r0?8BH z!nxE_X5l$R5Yw9jYL*mqg~99YXpjL z(=c2}uq1Y=9VtDiP!NkbS-|G!xy;f6EAzX{I8LR?Q26!Hodorae1EtT!Fle)j zO){UXmhW%yxM5A0&|`w+!%W|$Dj++_Jj-i@oFsR&v=1gO$-V-F8j&3HyRElnZJk)tdfFT_T3p zs0MA`yLUu>C7@99B}SO}b+Dk{H?mO0EGg&oaE64(iyHfyg@GI~B|aCI#`YwY6ta1~uU!Xg~6%>BL7DMk?*e}onHWd9#1r@j!905edH?}m{ zU!ZCXBMpPd;2@-!OwjD<*k7ReWrp}K(5M~}%1F%i3l5Cf_yzg}64fReGQPuJ{Q~U* zsUg-J*B=9FYNLNsdnp|B=c-16p59lDpZm8DH`Bke6!YmK(Vb9fkJQPqe?!<{G}aQfU*3!SwP6$Ry?25!r)$taVa1F96xGS)gl>)zo`Ca%reCJ;qiPO2pms)nxYO&-bRKLM?6`FO1Un%2^EyRH=2x0fN@;_(hvnegm; z$553s-6;qzB5l#X#0IArx-(>xVh?W{X+w74DKE)#z;cDuruE6a;JdxF1c{u zf{jCWPrbO7Qo}}j;)v|6xFx%Ry7}xiVv?pbcci-1rtDG|kN_06P>iPDnzW^v1{+z+ z6*yae_h1q5+<-gM&Qbb>s(HC0-C_d_xfP(sS#Pmr zbBV?Ud5MXmXQW#NWHA=Kjh9+-ojPA7I|)_n?+~|IJ?}C4)z8H_I474B$R+eMqua9x zOB>w9ez*43-BM2ZnYgt;e^wM3Y6{n#S#j(o!((Y?4n7|OeD#y6OE_9tpWT(zzV*hFw z;P31!4_&J1J{V=5ggl$4OD;EX;uMik$}7aD4gsataymO%x!&XDbo^eMsaw8VnW{i@ zjPd}G%4dI5GJIvPOZGXSTcJym3tFcM23sKv$sq+N1)0MuvQuj;R2O0TNbC);1T$!U zDRz%&fTQtG1Ht~LVSzwu3zN-a{2fS5H!xMQzvEkqSf3~LfPAE zotp9f=R1ZOr*_C0A`WA@tm-+FrjOr>syNAOUX{{q((m9X`fB*7-g{(&=7U5#GFDD9 z(zvA1-rLJuI32mwAY0STT&!JT>1RQ{FT3n<^u~jyN@R_-6(h&%>&MA!`sG67b#bxj zdm>ZnTZ`_-pw^6rZH8CKjd^gx^t1G%!a|dbx7pqzH*#F&D2wQ&j61s_juA0MThj-> zK>;jahIfHpGjo*n99=+5v7)1Yz-~8JDq=LD4butd%j@@FM~T%f1|h1L#pVY*z&X=$~qu&f5_oP0Yh!M zG97X4MNgUL1(aOrdu}p!=d0%C{9(@=aAczBeDDT-noBx+q3daEoPw=wp}FA(5= z<}bKd<8@_ZTRu_xKJWtl!+0Ywb@2`Jar;F<&<7_F$<&fqY3eEh}h zS7gvx_$MH9Qg7YH1~Snk7pF&Ib4s*JsEFr7+Zyz|&&b6`qVeX9br;%pZpLk*-~GH? za@PstV@U(Z{@sBB0Xkbvyb~%A=)-eHSYdS49bG0nIV^~n&j^8Y7S*d26;-r-dscPy z5Jg~@?hd~@N_j5mYJmQ3@78i5bh@vxOjr65(%UjMTj|&X%Jbp(1E&-oOG`4}#0luvneyg2XExDqYq5`nY!eh#^Ro7?|RPs4ox zoRUXKlve~^5|RSXnYIMHQy9|qA&S|-Ua$?0lKJ+U1yj2ZYw&kUVtrP%SAMF<3DX-jc({;X(zsTyH^OS;24VJ0 zyhhR-^c$?msn&q;`Prt6xxk(o|4T+9ZP1UYZAuF8A3}Yi0HH|n{2L+QWvv6!( z+(-3(e#%&mn~(<2O0I8>cQRNNW~N8T_`v~>CzWI&xq+fHPG@glx{x+6%qE;mEyW||_0Gn(GiTfIo=d&DR{2tPkacJ~q%LBJ< zlWeZ+d9Nub00kOQx#mb-QtG$V!hNz&J$JAaxufTMipX)`S=8;KYmgqIq& z?LQ_I`n2B)j8P(ALeun+E3{H5Ygy}0$C|r$ZJ>8Ii}>4k$d_H<^85iDRzBn@m*yJQ zuYfi6XpmX#td7yxM*J<@_i1U=x8gNzqG?K4s>?VyK7jq|!H~m`9jlwgDH=k{2k8aY zOD|nd_gdTwpO9nDmRo8gOpI<;+Q-}Dzjz!fzS(B05;p5d`$|q@Va{pzOHW&rsFCP< z*`}YP+I;{P<(F#1(Rp6xN2`6TpWZ5v5|tpVE8xkzD%h>r{Q#~SWJ#$^vFt`5!mB;E zfh(P0hfu{QgqQLcF9#Fr+|{K4UMp<;lqi#n&~35l?G`WR?q!^6+FL{JpcUU+ql;=O0X>e*85ep!(dZavGL;ueZ7w& zkHn;I$USm%AMq{{>+=@*P#bAdT6dnFQ4c1{*oQe0QfI5e9+$=9nn}jvPQ?4i#yEZP!#fx+ z0!YJWJxJIsRRQ92#2`{C2u6gp+VD)bFu-L4*&!Qp+Ae(a$phbj0Qa^4Ajdg;q`w8r zi-8KQ=z<--C`N=21xuKzuBl>CBb=**O3Ad;T zM$H!q%Wlq8oM)$PY$>5#XAotyUWd-*gLb>Xh6{<3a{4| zD#cX}CRTobM=e^R45zgw=EGh{?2cm8e}Uw8X(@W|)6S+eq6@Ug#~d~=9}#1pQjifx zTkgF0l<+g%w!bGNCxcND0Dcjq=Y7ROkSxEAz(e?NiiWDf9A?=dN#FNFbz@&La@P79 z6Dd+e=_#^itiR~JIaW6L%EM?>cF;-vohQLJ%FLC~<2Ok@74*-@W2n{ zZgA+qS6AXrR<|p*PPa1VvXOy+OH`BMmJCw;$rOL}&|j~M*5ezd=szD^s9XfftG~ZL zFxUihVdu5pO6tU5l9qlh#m8L9pPCe`^TN7g2?iOX+KjU|+o}%Qv)vx_c!`?6i#X_* zfBHHy(2d;yndE1JYk{&~S>8?K;pf+RFxOGZbZzgU3N?jNH7k@bgC4E=ikQK&bo?p+@%3}tiKiTgXN@eV1G&jayQ@w1vI$6~5ZSBTq$UCiW ztLcLgYN~FE%F9}piEDGYm=LThgd)21ve0{r(+}6|%I1hTGjQR{kqC3h+F{IXyNsWW zBLwJ6^X(z|x-F2V7X&D7xnEs&SFkz%&HLbaJ_hGjG|}d*a(tM+bY040zk3hGl)a(q zIrG|0n3uz{RyRt@1GBE$;NqV3bFT~W1NVWbdi$*6id_9GvJ<$HLl-qBL%0LH+X8$y zfbf(f2mLhe8UK3y87o*g;`pcZgGnGm<;cQYRNe4O${di=$?ye)P>K|FBE$MzO8P%p zEOg*Uf_wLeMS@%5rs#_p=`{3r$>4wr?H74Uoq|gJo2$X{#3j-Y#g{7S=W&gOD6(n^ zMz|cUe8({z=>GNVJ=|5YF!w$uz&8#9=Txj;6lt2M>gF$%=?A^@x+45-3^_IDoj5}T zHzNt?RcGpdf%s^GL@4P)|8B;~vCw?Vo!-KVsL8rpeW$a9h3by^1NmMXdD~Ildiw%c z=AVoj+wJ!i!#RkcO7&Q|`OkUUx5|(43ET%PQWrpwCjzK4bbCq*;E7aZ+aX*tm#*B$ zfi`S^bAo->ZgH&(bnbQrd_|`dhkt+8c0^5FaUp^W6uhvK(Vp<$E{BVBJ&RsQ`n)~^ z)Gl-EIMa#r<`Xc*sXBbg`mR#jbMzV~5bZT*AiG&$;L-=#X;b>XHQwm|p&*gg80fBH zje`534xvcC4)jK?Y@9W28r#wD4BpJx_qu#j7K2!8;n5*vP9z^f>81urnY$|r{ zdPs@ndhioRE2!-t%RYL}{2Y4m!|l3<|}>G=sO^gw@4A?X463ix?a~IYncQ)8=f6}E|TT18{NW?Cv`r2q5H~(dt!kYLe9CUDx78 zXWMpjn+&=|nTLEW7G7yG5MNBl26pFp%C^rhsuq# zjvg^O6v?c|@(ZN?hJ6=g{NCiyeqZRb>&yWzPF4x}Jw}JdBIP5&A|W78^TK2H5WRxf zCmSJj{DDbQbD)p`)!i{_cIySqQW7*hX5O#)T;=Tu6XmodA;Rp7v!rQF1q$mdd28D2 z0!oiQPtV23<~hZoy!p_Jl0*cln(!XUM$e>~*|ASwbUpEs_sf0${R9hh^yX|g|J597 zwduZ)J78%Sp9#~qf9mS`APl+tGZ)Gk8Cj)%X5|-X9CErI`uK8}cb*jvZT&4Xe7#s) zMKS|BU6%f`k)OhcSK+dGKCM@2lU21jtT46*+$p;V!4V`_SUDB7k9QUDI}qc}G*sAm zy5A~eDIa-M`r3z&@?H84jQT)NW4n}~lV5bEC+}YOhH{{0iiNo0VB~oE#ahjAq4GG} zXmztukrxEf8;Ef!Y#3+S9}zc;|x@!Kl00Eeh~!;1;8dUzQ}~l5hB*JXQ=n)IJQbG#+eFqlL2xS!aTw} zNr&I*_)cc2Q%Nc>c)N}_bDkDc%RfMv&&71%D(t)%Zyd6{16kyI83RT0fVZ;qc*ZR1 zdroDIes$+xv^LNE#mXyYV+*L2w^s{SjUr=u8~Gt7-dq45<5;IjaqOJ6!xzEa znX}4~C(j*rTuV{kV~zx|G%-vat_Y#%UcR%h*~VV)W}P8#T;~EA9Tn6RQ#CrwUjCtv zvrBxg2qZCI;pjB&-dK^24Ja?XiYDg0&Mw(!1DIWHpL!?N3Kxu~F#7HI_C~jd+xN&0 zG@dP8s&=b0zbVsZedP;=GhGs|ywIxE@3>#@<&XH*L&ykorMb@{1R?rWfkih>(xf(K zZHw34nAe6HlMDgx`gWxlt950ui9Ar$zGb_=y~}Q zyaX@F3M>90!p{9yxBAjwJ4!T8Nx)l8dp&Qa3)$ahJf`WLZ+oFP%75rVg=wrF9kIF= zY|GN)B88(WBss3xzHlSxzX8M*vlm?4g)!)j@u1*ET3$!tcwN}h(%=GaeP`&Jmb~uM@%1@Zv+QC%t)I9CJ{u7(4lVx=tj|NQWmSNTl<$JpG*&dZ zLcn@rTy|U_uk1Dv$73Pvw8hwRrjE=IF0VYP8uz{2+JT`gX{_aSzbzV9ZU4sfm#tQ@ z5^^Ee+=>Kb1s>*2?V<)-(yK_fh^^4+{*2wF1K3QL$Ix;&o4oA-QUkzH(YM^2fClkx z{WOr_xZVL#2ZWt;F@B&*aA+u^2yRqPuuT?RB3VjK8mO)uk#+gmTl13dsw!BI%0@a5 zAgwXYigJ;9YenchktgHRxRZ~#=v(3wS-sJ7pu>406(292E%Deitjaka*aZo2oY{vH zI4p%X2aBLzVMDzet}-8%2VEJbsAZ$jt^B?0m)WRSf^h2(j6S(sg~A{~A8pNFpvEv6 z+Ie2oI?}7LM1TKvut&rWroN-yNyRKpTQ61j^@W1xE$2ebYKKbVpDd5bnZRP3&_G=P zX}=GiI!EQgn672UzF{{HIpKMI-iW!2am5IvDR?%v9K6#8I`b{_8BpHhaHyGgnnroi zwM`!Rb5Tb_)~ae~5?%bh()>bi)s`isyA&NAx0`|;1PG<2-5TgLOS1O$<`b@IR~eqyKb*t-{Hg+-KW}{5n`C2o zi`q9U&dgt-VLGDu-6zxwH=?(IN?^Ao!O+C4HL3^bC_Gy)K|_^TstI=CLMw`_dJKdl0%hL}V(0wF zwO)prTiwT)20qm@o%Fp}7=NM_OOLTrz#Z+)%397O*-=~a2KL#gE#+QtmBPWEKiCXN zAms?dP?v?pTz4PMijK2|H3<1h6|jBTX_0zXtFZh+jh5@mHb>d|lw~WRk?L&j`2>Zi z{ktl8tV8iGSlehA-68pMam+RS-%h^(gsZ;bi?yNJoP6(p6bicjLzhRg66Zz`ogXM3 z+bi00*h_ve|B@i7y#Q=3KaO+uRUSLs=F3$Wu}ZrtEUm78)z+%Ype}E2o+pQAby*c; z-0u@l);bI$VJCcnL#V8&)2>yr7T z#l2mugWl^$+ARg2Q#2_eke>j>Kb_egDv7Cc%->ZOsCs7Gq8#muA{6 zO}uvwYV<4si?3=9h+bW$hJf)2__94J8|?zc^FqVX)`G)D&$wV&cN)LvFb)5lhYj{5 z&@S^%{zPT40I@epTHDRrj!sKn47NQuCCtzL0RzmT@z%E&%31K z`OA|Nz`*9yqmuUr(pxUT{a(3l9 zzA4ry2Y;^{eAaKr&r_!znNW6GvttJ)J_OS%fV%Y}e24LyY8xl0sZ1u4pxQ_DGy}d2 zhc;yl<{B2gTfLjb;<0&?om@pw#9?;5z&DIE@=4Yj(GJ$R=dBq1iZ~|jkF}Z zQNIq;`q^Euu;}HHX4(}$==DM*Gi$u^lstaR7!#S)_iix%01E77E&d93Nk0jXw$jQw zjgB*o6@G)ftl1!ks3HCmAJ+3&G8J|Siq{0cgR@(L#g6gUwhtC0()6T4%wI(;obao5 zlU0`j=KRNWdi-s_cdZx9a^?C`{*Cc-h+0J)bv)QegMlYL72p0xAth7A(v4NsxX#g> z=tWOcN%fS2nm)78@u^tce_lwrdh2PImgscaACKQ*0dGX4@w5~@QbxLkjAD(G**O)F zA~ZB`R0uci0SDOTfmSi}f-%&!QEx0jSz@=aPNb-P#t z`?;=ZZ$s#vD02g8hNG)O`;SBcWnP|t5(nJWAh5hV&*YN|O+b*KMB9bWDQ5!A>4QKQ za~I1XioQRr&3ImVx|;b%7M*%SA>EQN9HfT zesZCK0wbUq#G&l)4!DKEmMjLst>-0Dz*Mx3lC9Nt5XFFC2vEf0oUBkUHCH`qxO+=R z7MnmsPIDowZ#R6;a90EjZo(6p%0p%r{XSdy44f$}ntXxW+7@=@y~scaJUcUeTTdHn zJG_^)yK1v~N3S{oAA$9%u6liJjt65#@czyDynk>lXnN) zZW+e~yf(0!2@)-nT-VsCc@Hr7@?r)K(1;n))CwLjr0EOx1x;cdTXmF0_}O`Akk>ML zmg{xey*|Q@^+umXv77pIKdhjMU4X9KRb zgIT~`wet{>%?jPUnUB?`v-9Fu_3dV>E)V8_iJIc0^S3XBWv-QNi*;>`G_&Cbql~de zRazRDZ8rV)94k-+#{twZ@ChFB%ke@%#`|I-yI}eiTJUD`@-bH#N+&uGb&uz@D$hYc zn|BspwV#z?;4zEpa~Xq}UbdNmp&m6~+znS8s(24LW`YC`!Qw0;kDwQuzNMf}M7g{p zxM_5c`-{!0P}qCNx?vrz>FVOan*=2)Vl6XCV68Bo_uLef>opU$0}LX%(l8zg8Lv@Z z0uCRlZU{AWMt!Z{$`cqUqqlzB8X}v^qUvcpBqbkdZ?dMp;P(V;CKFb5{%efOwE`*d zsVgf9VUaDVQMPMy5oMshJb%l3efF=szk$>Ho=*38$p;5!a|xY{%!y(g5@u2hC_k^m z%3|c`twT%!z*tG~&&sE2aZu>%&)~MkG-#_Uhm;Yy93;hBn}cd;^WTBc=t;S6KH>-;kM>6Cmx#3AiW%2IO~uHp6QNrPZs zV_E1`1OAwYuBLF$i_=oNKZ|TyjfJ=S*J?mq2olht)i`paH%*%8!e)Rz{e;{aAj_ar zY%UN^o17vMYr(GRbKVyb^U9i2XDWIXP-(mbrrjqU9#Ds_?}Gi;P8}tR9e{WY1}t`3 z8|!poR@?c?CE7!QTDV4YF`RT^?z{=9=oZo^s@=a@)sZ-K&{0Et=;NG|+c1@>aBi-P zJNOm=^vPi-mnYl3FFq?gu~SMqLhp_fBwid`Y18%1R{3Z(QMq|$DnN_B2!{g~nQN6Y zj`oKvd?`53Xyc07IEi3Ycbrt+*belvIiOCvOJ7p0%xr<(>WA2^)Ky|*#bsIGGx`tf zrabZcU++Cy=Mwm1wU8gydS~uFRL*v8`qrT7vDB7@?sshDo>d`=D5ircdTUGT*MNTP(ss(ZGw6PC925DTlVh|rZ z5ns?{u~Ai;k-oD!V$UMK zAIpV_&bx@*Ks{XSidI)EErVHCU^&DpkdR}uHgw8G6r6AgzHj0?s>`G=b2-49f{XT* z$3KcmRLB6|SjpFof~JMAVVffM4CHzM_=|$+q`&Q&w|)ZU)k8(}#kl{4H05p_2}o}# zzTMb_b$e3#?9^zBSEl~uzS0TqV%R3%Y=+G$JEMKA9CpoxHG=!+j*f)be+rhQ22bjm zOwp#5RI&%Qtug5Dwcfl{&8pbW*mABCgmhVKJ6$$$@?A}cx#@CZjD6Z8X<>Rw0XQTI zSQ&A$7ieq<7ia=r8*wQD5k~2t$6Y!>$hfGWBJA#6@_v6}{4|yfSu?KzwM-oFqzj5g z8@koRzy=3H^KjmUr-He&8#YVsXhEwgEys+R?4j1Bu_Zz#_>(7BkPz73srb7-uL4=> zc(A3exKYM|b*77*L*|Yw??SUPj{K878Ts&U?(gfe%!>F@Y%78eUS^{$iST^q?8GP) zni1ExSzEC)c-yzmjA?y0YOg;SSk0DqTotY}&j$_{-=&>tMGeNR`Ldw$Bt>IRhYTf0 zOoiOqb5p;6s4az@c93Ev|541KmTv)i0SPUcNJ$f|N$G}~Tbqe?RPv8G#3q_dzm(@j zzIN4=^jSW<82`!NVjtUomQwOUsE$5GyQ#6CJ))P}&Ozt#+lbJZYr)|j5rc2)epE@- zNqxUFC*s)9k)S{AL)+P0NBRU`N_8fv=g93xO5K!%(~4c^d+?7U7Fh|6HML0)JqPzmbA=P5=0wTTzndn zROm{fhiX&;v==QmiP}hR34BBQg>5w3?WU%*^sg!8YiEL6@K88Tbua`txD`^X1Ov-%*Cx`6!EUd z(*CEb?vCHKvmVvHh(Il@Y@Gx`*1W1iS-{b^? zaKRsQci9#6!@0rwov>=PRuKlhpbz<+l~$KS>c!NJZjCl^Y+^e^+@Aiq{U-m>2MJY2 z3OT7K$9b!m6nctlm_+Tx3+)(1K8i=5g7}D=*r%74ee; zbX>I~@+q)NbWmI!lBK^A@_LY-f;Lr|qp$=p*rF7CH$s+-cx+F9sW;FB?+j|^pmg$$ z)voHD>D`3a2Sxj(wCyu#Ik=ztXjs%&d$5Pk>xEr!T9H}@vy<5rfQbDjX9`CKT=trM6`$6z^1O>C0oyN{+5G-#=qGcLow!YvAX&tcI_LfbjZ# zu{W^^E=`|!&OLjRR}W@n6k`6w3m$`((a|I18S!#|yR==R_Ocl-2KC8{n$o!H3qf=I z2P`1mnnhnn?0iz$Uq)Yn-IhViz3BopXv44ztr6V`DhdYb6wD%$smZYD%f!^<$Pp!@ zU%Y#Cq?1k6>VV0J$?v1D`_5C9I}Ur_|BB$h_kZgf%nu0S!9BDq39hC12E%e-sr&Yzj+sZfMT-gf|osFPZ;ZH$_MTcz)13FHph5@ghIvt7Dg|f=Yb1k~1z; zJ((=kW0ZgL#Nr<^h4tv}$igC|Qc36G zvVr44M_@iCa>Xx*8xYcDkzfPM(-0}7!fP)4dswofXwzaqP}i^xUcl|O`*=35!GTI{ z@J_jzyomaxuTHiV))OL$?0?Bn`7e6{Mk&0g-o+WD8d{7^)rl}UuWoqE^T@dDz>Cb8yr%MjLcf!}5o;>Y(mktd}+)A3txJ9{7gUJ99L z?Cz?IvJU)5LD2TK2)uR>vip~68r!?RXa4Eg>*~9j3qABzco6?$wMgir zeB6S3sLHpkL*xg_r@^{JY&YPAJ)O2KCGOl9{vk6Y;;8Iy1=w`i)TgF}Pt$jc4E=Zp zYTNY~{AzwvdXLbXl{5mKvyqjx8ZLsm^}Cj67_6Y_a~M%c(r>L~4LM2>wmebfEO4 z3PPvJ8+y!mX{_&ieI01$!KPw=@UP%Wb2c2gaOp{)a*2a1QlRRgMmEK(ZN%_${hE_22?RNjx)R}l~XR)iIlM&we2mZ>b!{};Qo1Aci z`3ej=a5d$g|61&`9RWl*+@Z;Mr=RL?FPrrz8bDrSyi^sWog3Hego9nb&>194jmy3N z5~n&jT-eK|`Xaj#-;LCij6D4+t>*XKcd*K0j;J>FAfwUeUSQWc3#M$ZQ+vOs(K+TRwDJ(zzTv zlXv&E8Z2jiknKQ8fudHHJ_bJm^$#)uIu3%RzsS5Y6h1!N*`@T#>IbM$D%S4j$}f`O zhMV|lmFeL3F3TjxQrNqp5*Cevg$C+};BQp@Bb6l|+)O6k`@xKLqGQF~>ntPqNww56fvyEn>BQQujWjKu6!Ok+V;9CA zmz1ck0BUK;FRm%xHwP~@!RPm(Ob*7m>lsGDPD_`Wz>jxFs(BBzNJO2N)^RV`W%?(l z^dGm4C6udLd(dp2xJDqVInE-gZUoBbR>sZl8RjN>J00sh;1dONf-V;w&Nn?Bk zD3IO?J~Z%_BGO?de}_kVBw%lmo_sI(qsh1b`L2 zptd^Tv5S7*=p#6m1b)n5p~Pbx=6d{9xCb7P8wkk_9vV?SdR49};h8p%&UIELD9`)d zy0@Sz8Klwo-8By)RU`Rg=II4y1@rE(Su@fvb&w)1Z6(n4z+3*7gR$BlQztXjdD?mN z*-HBbDwQ04!-nk*5;4dS7Et79E{Tp*8(D^x7~?FTyh*;Zft2~dF#J5dV3$tT@&O0n zsbO%CxbO(yNMiABC4ws9+s+Hwd08m&V+5dP75&N zz+oa%CHgCU<5k)p>&h)-3!tc)sz8hEEx^f5%6_-1mqil0Y2u#K_LYLX2WteeRasYv zkqWK!w0?%H#sv11d$Ne?QTTp@8E~Cm1$1>poE<9V#V?70+*- z4K+2b{pY_?zm(12Lb>(U#;kYTB#Xum1w?h9K0&O!2vFY{Ek!-6fYGM6IPO2x=0YoL zC-2~_%Stu0+5;K37dbr}>!9VC>^SMzJ(B;}2%qKa`MRxr?eoB>!0BU#M=Nw|^3{8w zcDD>x%gos(`2g0`Uc2}vxl1GgDXkA{KJVULcA%JBPV`Y=_xbVjo$tWtCwS5&vJ3d` zzJ@eV^zl3y!J^xsLQoOAjH7OL$KbFXW2~x#LU^+6hP&_$DLKA0Ch1|OyErW7{WN{lS z2I0Z%Z8e$`JYPE9;tMvcV*QEz!wTwN%h>+Y!|J{-7KkMDU`db`j&>#d;Psb=42hP{ zX}n5vGAq~}*t&;MRmV|DOd+2olLN@h7v3R;M?*A!EUzUbD}^;XwkJ4u^%dXf;w2I$ zKNC6dnWU7WV)5?!g^e%fe*>ff-1~}uMCX4{p*1~%%IF{j%i4NIE9Q)Bm@OJ8jwv&A zjSgu?*$TM>FF(%a64DAhBWRK*5Add@_Dal|E>f2j8Y0JKP2hUw9ZduS720bC47$@J z(ACDNT<)ZS*waW-p-}L>neM!;5{~_FZc}GUepuXD`r?p57bo`t&sk&@GWvyfZT$A( zT1_`sMgq`T;Y`v$Jam4(r@j%lo@Ohuw;{B8s4m43oRqZo_V=4gsRTe5W=7+n{+~79 z82A4^=hY-}3MYM2dJsG+7yn`zOalNbl4s6FM3WqtN^P7(RDZ}86zV*Vm7Guc&S_`X z)dHVJcP>^ws;pMJ2juif>8F12;`hVmSHS}0M`+dmX#?UP41NiuKfOS-YrP=fgB=4I zn%%6eyrfbTMD&=8;SBVN%)W`HmE`lBr`0SQ*%6*}dT-ob_KWtN;6_=7@@u6%4iBY$ zSAf9EG1!m(2*zv%v?(x>ZUP2 zr2zq!<4MW(!nA-4v?1e+evxe&ZjJwhVK3VAs6>=_Ok7M(i(X$px3-v!8n>{qvs&!g zcGpZmuLtb!G#tnswbqYJcfZHF^w(0)T_XFTDkZ7)yrN~f2Ta&Wup?fLgN!WZi3jx| zG-cA5FeDA8xtEmItn_S!n&yd~5s&GEIbTY4P-m0D9Kl#z@4Eu!lGxA-{fI_KMbDQ<)4e2?7(8osBRt| zJvnb7Gjcet7YfXE30`LQz#G7YQ;$;W!TfL+bSS`e0!B^DjGtH@?sz>HEx{?h0mWx; z!ZUr>f&iu4H6y%teb^^Y=si`?{_$*V1&}iy4?xI&g#!i6IRy|rDskHu8~s;XfpE{` ze;{AK{!b?RW%&lR{de}O0Ey!2T~n28-1a$6J2X4hii(~cBdw8*k;O`00F`3o-RhxJI>m<8^#DAC!*9rktQIk;Ts zo0JzD2P{JAO)~kZr%C&rUrX%boM*d3T$t&O9+%Q~p_xjYmK->jogeP?ElRMSBed~Y zjQqF_QzRQNe!pe_hvQa`?SB*GhSdt%!UsYub+VvjLsQt=13Lt-l&`*05DvpwfI z@J*@pgt?}%e(tD2F7^ts?nghw4_-O=mRQCs&M9$bG9R|kF}9$dkq~>{Fqz?l)Q49= zuWTEqdMhs`-Eg2*2;fDPYdUQR_;w@{_Ce@Vp*zbr%9HGUV1Xo@f z;&5?Rgz_ka#^IKfDJpWxN>28IL| zzc}A$)AM#O@@R_vtsqG7#kXP1#^8?Q*)ZRnSt0M9heYO>I#fY09r1-0L^a0Z(N3v5 z1nN(W$D6E(;$H?r*!~in?c{m7muR7_&82uZf~~L5a&kDf!13~OHi%n)vC%=XcFAt+ ztauaiQ(H!uwx9*`Ym2b|R*T>Rk*+!59k6w7Hlm=LXcTRei|&kd?~B{Jtu_mkZm5nI zSpw~=NIAljZ>p-KzqQXAKf2$G@ZSLcUapSxgw<}au&>v;O^5Q0#@EO!`90aY|E91v zY(Y^=jV!pm@L>2$~Y$xZ<$L}Wc)Y6%dZycW?Hh8YHE(aeQBlw2@=!dcbo zYtVM9)N#10GHAIr=Dpxhumn+hw2=~rCYbM?I5&P^y>D_|e}`fpDoV`3&g!Rv&zt&o-1CpZmvD?ikXeI=j8QH2 zUZ)LZv4#^>z42$ppAYZyDJ-iJ6ed}gsl6B9jAl1iI1lw*X9I6A=)N82nea05V66=B zd+(7jd$`_6M2Cyr=?c)8b#|E_$e5)w&apCs^_-d*ZAx_3hxjI+IzOw0b&9BJ_sjeN z@`m&l*4)Z?78$`6uG-yx@e!Ff6CAc~ zf*42pujQv6yMBf{Ko|mFjXQf%Khhi8v5|KX`L^z!d5T!Rh#;^n3+Xq5aBEf3zjh;d zRukek8tCS->QMct%lOd7o5gLCTHLLVB|FGXV7>V!sTjQ!;YQRPlY-pym2aPkT6ox;RQjl9d{shtG)wL1wVL7=UsPg$ znW4g~MBb9j{h_tCHQ6M`Sdb2t4D{B*JUAZ}cOJ3=X55C}X*7VBz?j6%9n&)U72EgR zM`W=^0p6sAOj!b zok)8ye{^^8C_C|no*ZfMbrXM4Q~i3eA2XQbcvU!SVdZ_Z1S~lgq@NU`RkDs}lwHWH0P93)Q<+Nb&)p^CPY6Xqe-CeQK zgFI&O0C=d2Qu^Q(fRd<19_XH}Iijy)K9AD9c}%h=$lHy^_EgiPWX+@4O}>0+$In!W$6XJua=QIizifv=M%zq#s-05feO`q2+shG)cne&w z5x#9Dot9=(+8Ib{#cyDu-cus!rd4$y8h=U$mp~mQnoFqmUXB2bIIH>^9>2{$IMo$B zEne>2GVSqc1QMVS?C;$DLGEs5(X5-`(CwIvi>+Er`WvZe6{*Msl%|KCx|uT(c*v8< zXm%opu#`?5>HAj1nCj$_8@LXyR$?(GN%c4YCOkDF?l|ib>S-D17$c zy8vZlA-u9=7I@`+=xY1OSG0fJ+`Gd+zV@ zUHV61iZ~mm&>D$Jf)aEV$pQcKwNmo%^IZ_>R4D|F|Mk(U+l>=n(&~7(1$n&Kg4)i8$zJ(+(AhY0y%OXs^i?%| zwSwJgQvDIpmEI5B@cB~Av=n}YV6hDdvZ0lz$UN%0;2G`Uk8cgI=&m3gc~p3c4id?I zU*y@6RT|L(--gT#z~qO!OxLhf-HZu(zY5n7W7UmNC|=jky>Xr~Pp@stJCJm8Yq0E( z$xJ^znmC}T3a35eAq8-+}Rv)O?~K12H%BF8K%)=;}0hvWyB>+LLue@ zQ~pRi2Ewb^0N-neY&y(uBO*kUx|caLAZjM(Zyp6hfT-Hy1TMbVaykuetZn?hL7x6d z#4gug?31Zhib>fRaOe(v<4e{N0@(~c)i}S`)F+Y{hqc+B@(oqDV?y}Q!x!J9Qwy*! zTFOfHqa`CPj-)zP)tDwl1alpCyb-mF6{RVpFdVpbqIR7_d>($tI_WT`5Ba#GlDSMR zJx6;Yy%{n~bq(gJU@+FS!}FV_k~8brj-Dzm%yDLf?wWD*h0wJnP04howE zJN|`&wuNk*F6^#cOkxc*h(N^u>9LS8YL~58ExLAQYYMy*k3s9Hp>(eiZx8|1>SsA^ z6)_c90fmRIVFqwVE`fV~4uY0-je@pl3D-Z!lyuIjbrHA_#`3yh7dfDv(wCjRW zJ&5Y|P$iY1_=np=*ZH=T@83RBrtnbyPwE>pcID}<*nybD%mTs~MP=fzZ$p>IChRt# zCC`S&BOjzPVby5GNDX@mh-s6~+rIsuLx3T8DZC)G0fBoni>L_hRuXkJkp|@k-=kGZ}8@J!EluAOd8pJ_2Y{kE6KOm-_f=K zBTT2)n}N3Nrz_|gxHXH2-1$sy3$Z$O3+kiqK0bH8z1We0q^Y!%)Yh@(C}5%I3{IrF zZiPR8pWIw4)fd+fjIeIGl6O61*PC`gIPK$UIF4!Xh%QcZ=94{jhZn~mO8QG36vG)I zPbu-kh_p}k1NIc4%&Wr<*Q1V}Qd+4zxzK(pNznw)rQ)Yu)=Yb_Ns!Q_n~urH=)wJmblQ`4DHf zwMPK^&FIGb2}{2xwX@WIzsCb05Xo}*Lv+lK8g?Rc!WN7}-~LX-fv2T@<<)1=NGRl> zs9@>;(Q4p|OhYA2JHseJw(^i2YGugyqq_^Q`$?zZ68B)fgOn*Q8{OF`gH-+kWX0bo zlc|YGqLITg*4q!^;jO$qP5^YzR|ivVNNJv?L5qSBU|$Pky+Wg}w3l6&37B_w<_FG2pFH zrg?6vN_bu+1OkKLcC4~&G1^m zpu@?~xKYTvBDuV#>nU^+H5ygkga?jC@Nm|s*hlkoc4?Rr-8j>UyX)R^u3_LiwiCf3 zo4=9HRRlFQc+&*h55AP{pFa~!X^+eZy~j^vo;;ewWw~-;%p?9$%s0HQA{+ttqNVYu znc5IVJj!}DnJ-HQsHO>7RJnv~Bputkq7H9pno>O#Unk$d45jgsk^)uKaj5}D@|la1 z^_k6<84xadK<|x`Si8{;{0zgPWB~#B)C;$B-7N#LLHxL|MB?izUxNbgc4v-4_?LvH zEA%7B^ql;B6uG}5o=RuP0TO_)-1}ELM2&CeTnveMJTtea=S;jrlbxTJZ$H$XS@QS( zVSZULRL+^z>kD>0>VSPd9lHtp!NAc`ZvJxkZ_&Z;)w>g=Qo@^_Z`w5yMlCeEP#3uF;g| z0P%ao6ubW)0~$NwC7_bwmv{UySFKfHWNMB4s5%n1r1%COGqG@_3iCFpwTlf@5r6D+ zWd@zKKNHYCBOQC-+CD*MHF`KSa-mnQvR$_E5%3Q4In5r;t|6radKNV_X0mQubgJ8Y z{T}=aol46&uee?z8S{GmTUj?Y!JL!pakOLbb_IIr{cwBn%d9jmwl|IOWR>_A@qQga zRRosppUn*T;HU7F@zxCQnLm^5x2HMBPZoDXi-6I@+qZ?gruTB#5pSrSzm2Vxj&371 zy=C2z2q4zEzTcU>#G#}tU-LBVxHPXZ?9>APGiNbSU{nwF^PcKuWTDI3kLJ;UbmA1K zhk}RxQ7r0V--fJvtClnuO!Z$b8;q@tJtv2eFS5yWBrfm)fp$ZCXKji)N~f&YVui#D zJ|NMOjscenr4e8tB6btLUt~UD_Tg|4&j+L|v=L|v!0MT?C_Pgs-m8mnFB>t$N|Zt^ zpl4*-XGG8h1w3Xz6C0@Y%Phvw>+pN*Bmhk1S{W< z8;IODV=k}MV9z?N@LwAnyo=Xs$^`@G>q_Mu794yk?oAIG4;|c{_n$r~ z9zBmZa#XMOZk1M@fl^jMt9`-B_5UdH?s9aIzFh)Nq0!*p`acJhEhRK7@=?id((t8+ zXd1XJ@^n0y(ZQOdgxP*TemOe0892Ye!NOZI|0phdB4trOHIdAXsa&?_DOXow^8~k& z)|A!#K-!;EB$ZY+N9yvvAI$(|lx6TR&|nAsx3+K5ID|cbR_HngosC=digXf-M-JUR zA|lkDT#VDL%(K(t$sy#6f<+8X41@@OfjBEzOL@0uQ~018B}+mouq${Gr16XDvkkjx zFSkM#S9vcC?7;0DAkcre;lzmZ(ZN7ifv<;7O+0yydt&54@9lSm^zOaC$Bc-by;r!z ztMyVoDGD&Y2q7Yo_}tuT;ym~CgZvRb_J zR!}=GPTyF8Ds+-4@J#%k?9bYKHL*0;;KYb4e|{W1%a$*oP_*X-L_sqdbP@WOe%NMZ zUs=fbdZarcnx4<_y!Kkl*{PHyEW+_cY_F8KYQzl?=*pIE$0KlOw&8gpFzN4WExRIZ>ZFK;>i4j!Hp-`(g|){<1`mLfP5aRW&FX}ae_PLhvJbj<9@$wtDFA4 zK&pvH0cqd*tMiy1z{Fe%V5IDc%Jqkx>1H1nvIB_vuP(BNCki0NN0Z>_S4Gq>H{q3C zXK3S{=GzX7v%!y!rd%TWeKyKmJ{ZJtcpw^;s*ZX8kgiq2ue3>qI8Am9+{d}iUQDK@ zS;_KA*7$RL*I*x~3!<3{5p=QWS@}^4>yqd$fEsQ6CY@*4)j*Ff44y(+Y+W*+l0hXF zf%4TrbRB{*G5y<+UDM0^%HQLBvTJnYFo@O|Inq^zcU6sjKH|K)e6G*jnh}#9Lfk%S z-*8!)g}k}|umBpUbs=q}yT@M!V+>qearV2*SqnRZLgOn(9xW;C%0=`I-`q7if-|?8I;Cby&Zs$}hC2L09I?UHB8oc*t^H-o2aTe!~ z_kyO6WOLU9GgZQrroYUW)Ik`=4Ann0%KYwvwAPXsmu;Tay1Y{bEu596Ls9|@LUKaZ zDZChVUjO=Ry72dahbe%qK2Xyq3D^ez?2|prVnc$tu<#o;1n+bofi~v8-!*(I^8u5x zxh7Y`1x2rVkr6$p?bq3=_JjS2e_D2-vSIyY^vL?5WRe_Pk%J&en@B|}4+J03+?Y7@ zt&Ci05d!dd-$(%c>ZQ}O17s{^e#|aNNHgd zM=TgWU&OKEv47w=?M;2Ym5Jjj@k?RJ)77ga8p<{EmL=C&SPS_<{F6!jv>p}mtW+|i-TEf)Ep*R_iJP0rj!t{Rk*dyNS0o%`-B; z;}n@9Z)wQ0WCJg zRM%ZM_!aR(6AAAI!-6?G{**%rHGtT;vkRQ8RXYbQ#*}$>{HN%g$mC@ zL^55>ZEt5&a{KJZ8cXgP&H3RZu3FRN(DlFXVtZcRXpQDN0YHOcCD#PpwSpE?FF;GE zXvVWv#TxBkoV8m_K*X_@L?`1#M}o>g1vm1`-=&ZiR6qD8(Q3jIB--1U8c)}Fd73CV z9>_~D+SczS=lKN(wd6Pn#O5+IWj;CT&uJW(*3X7@PpvCS;9oDc{G(tz=~tR1D=ybt zv7&H-fq#NoI&6L4uV}}f1tf)YfJ;QfrLYKk*koGh04rwu`A%>X`qD=T?&!Qep6}f7 z+bz4?U^{bd_k=I~4ZxI$rM|n1ylF2GS%38f)L*oxZX?I~UUV>nA_ApN)b&A(I_h)u zgy1yT6%{#*pTxBLYgK;SA<9!!U-d~O4xZD+wl>~hj37A0#Fn*mC@!Gk#9N$<0;c0^ zDu@}!>Rg}iv{K3^>^$1&@eeNs*UT&PEP4jOorUXWdtEDLlr11;xXre6eqaAu->sJ( zQ8M{MlVFTy==Um1WufFFp|~=Gs4qHlA?B|ir4?itZCY&0Ije(owrYM99ri8u0PyMR ziVY)yWWhhJaT$Q7i1v$;41|8O$7ps}o4OnYFY)&YZG1IjGjeWCobCy^poKf0JLz)} zMLi}ubiFnS>3cz!TnqUAkU1#^H(|P}(O&X7lxs_OcNBxL14MACmcaAAUewYrcvklnn}J;n^okbSd?PXOwK7XR+pHl)%S;!4GTHRRCk$av%g#Kv;}8txZcj z+>L(k)>Q~pxM6Lamw}MN4o)*&n&~DHgs}FxHdo%4AA%TY3^_F#kzD))7)bBz3MD_u z;jgQH@9xJ<7zfX&u0T%VA6I8Z_eFT4@A|x}W~Ph%!&<6VvxkCkZ9m5Qj^zA0tqewe7}`aC%4m9ww^va~sfe*haDx;M_(J!APOoeFJZ~CCR+sI^_N= zy%OEVKG`QCMiSip&A_9ez$3g1Jo>~9@qA`WJ7#D2ppKlI@nxVa_nw7e?0rnRSeMT& zjfQLkot1Hqzo_BGsjd~G@e9M*Hkpgte}B;pUD}FuB(BDAoNOa1y4trIg^OS0_sgqZ zjkzt1s3nE10FaW5_{qZUwI>}a`9jrkgjC#MXW4eOws`&TceLh$!@{d3v%zzdfYks~ zSJk-FgNoXevjVYh>@n(hBNv9Du{!F@z*DZQs;#%NZ-Y#;Pvi1EDC49@vDzz_EB79l z{0%xV>T6Ip$287-tB{VWOX@`R@K628%eqG85z%*z{>P9ih~)oz;rO1yh&Pe%dSb>9 z1#Pbe|IHtuji)qNWsc1b3W}9;os*pXX8>ApFOi1t%A%yq!jG%knltG$iJW|wRIjHr zT>((xmn1@FGWg~FMC3$DR^eje4udCTx@#4LZ40XhT`=#QU9j_tm0x%sr<>3 zdkAuoeJ(vk(KNg6cNd-fBn2x5kU!kK@)8C_Ph{e4UAz}<++jj^cnVo~7$XdbhF{Fo z4_?8Sx%^O>&-@cCH4igZM2Ab(?d)Y6mF&?Y`8lhW#kVFAH;Cq*4av5Z-}Wj~D!*=> zFzi^s0t^o|z3|!W$|7EUHFB;q4W~B4a2P7YV1a#{fvbMTb`&K|JoQ*vdly7Y5raYB zA&Ug^Pc+{Qd^xTlhPh=>IWCzRrNhtugvs+|%){st6NF4m>rtuw9-8i8FCu<>LX$1^ zL7MD?G)BJ7ZN0d#t9ShGYERx=0#b&j*XZ>JKLql~L=%nd^4fFG52;t-R6gJ&WsSJc zrfcP6Zdwgo&7>41D$#Z*lgXl^Hc&&zn|Rt`==Q!X6AdvYycXlA&w;y3nHBwbCz{W& zkwt-9<-GH|>eGl+1e+e4o~kL;ndm2A=6uqNPU;vgE%UNe3EDonZn&do+IzRJGGewH zo-TjD9AU^Rle~W*2c-ghj?pa=Q*$pKrarXSQ6ckiQ2;0BRXNCC{Rx0`INEmEZej2C>adSP-pimZC?7`z;)oTBPg z)nJ=E866#)26oN$`;rtqAyODUjH2*Th#4Q<(&1^>5>K*heCM67lO2E%)sa@*Yh7oX zwTWL)j+fr-fdxDt7m?KK(|LT`{cT2xFZe%n1J!}?g34RnpRVoezx3|;IY zozy{ILUD_R!P_t6#l@0j`vXS_%6LX++79P}7q=uOZg*FDN_BeJ z?)9p!UP#O+-5_elVEm`zatX{))eRL-${*?E6ybrQ)YnFgkAS9ycv zdpoZf^on+dQWZ)^WItd`Q(3S3{k`Dqtq}N);E`3E`2(P-zMNW7vxe>F0*b4-N|IyW z@dj^G>m${lULmzX(+;-o@vQd!?RizKTGIy~TsBJ-l(Rn*r;1#J^qxp|jH(~GxcG80 z7(1x;A35)TP*mLNW_v!Da2Vyx!KPG&D1v#{n^N=iw@V)sf+cF-faMA&As*Y=lG3}4 z18!O8iUJvj#ISWj+s|E7L`1Way}w3MOgX4*&5u- zV5<{FSWMnSzJWX|jjVzFzsIhefySeOJhxOEb`63UnP;Co*$XfT!SA0WbIMeYe#mL8q zZe3NL>D$sU4lQMdfE)k2GVK4I2>$;c8u@4%KUErr!^lJol^e&eyiyQP(YUQET_ zTS_D)8M*fk5(gMZApBGRD14$k{}y^MXWU^hVBWYwxlnft9X>G;FX^G`UY>3J(-Z{M zWeWpe*ER`NZ~w-*L;B|Y^$)Ti`RjCzRAKhKvK}8WRE0K3#uRNUDJ%ZnI-k6(B&=y6 zndMc)T>mM0vBtQ&dF)zS>Z5q|)cTMkYdz7j-hx4d@Hp3b+mk;YL~Lm?gQkjKZB!4; zaMM32ET+Wez7dOcR5{X$J)&Fz?s~K5EB9@GPn1+;Lp;AUcyTGlBhFZ?dp#!K^|*9! zXGYKr0w&neRn*M+bEcGTHw!dIEVLLiegFKI#rwiw5n4vObCgHq$8B%>AlWZEmZ-T) z-P@)NTK`d8Q2JEAwp6LRlHv-Rqq7Gw*e^AwR9l4DjjKd~we zg=}*dO?FilM-KxReid#rF^ciq8a63qjURP%?KZO5QDdTkd+w!`ZI?gSqdFYAR~GL{U)`5fPCZ6-4PB zq(()WNbg-mq(ne^PecR+fe45w2tj&}2%$ryhK|(GTY%6>C?P-+=lae!->g|{)|$Wb zE4fKd?oIAF&w0w;`w?2Kxem@rVC+XFjhJ0#5R%&ZvZS`7(-QO;otL7XWn-@d-{^21)70*WE z+j>3H!k5w0_L)dmxp*`G$Y3)aT&$FO z9LX^0IGf3u(Ag1y93Oa}AzMv^hmAojj4s0X4xK-u9<)CXxI6D3MqznT4m6(e5y|FY z5rbqANZEOlwzC!%B2UmxE^?V5vGbs@24&60C;fW5zCqCQxVGUW1Zrpot~yfmu69?BMRyQa%S62R|D|?1jzzM!J0ju0J`aZXQ|6pr(!u)-Jq(rqab^E|EvMEjodz5O94X406m--Mt|0pc$6 zFd#W^e*wy)sO>OcDyN;4Q>`Tc>&5osyi-kzo?Lg!3%+5~%@}K1HdIc2u`55bf4@UW zfjy~GYT?%fw&Q=Wk(bnuKZyLKW9)mMueU~h#tr#Vs95pI7Yf|WhLj5X8*AX7_%=69 zy}J4&bve&gmL%5hqMfksr@pUbfMk9cA(V5nmnPPp6D13I-5TIL9k7Td_rRQ2{hRxp zN7|)I@C)lzoZ(iw`LpeTpxL+|j-FF_O2?yH(hGM#pz=KKYS-HZb!XVqB4W0EZzfME zIp}$jP5V9E4{?54Ym;HkM?t>F*c=OJFYoR8hj`g^Bu8sk(y_UE4y~)b3bkFLCVA?; zHf9BK!9h?g|EUz^anrzTKpInhlSd<^z%U+`Z*{DuL;b3(;O2SKURURMe{#s-?iwv< z6nP^=f&kE!l$nb9Ai0wm5xHKoM+k|-fuk*ph8FfpV?{G#Gi;L9(dS=1Bh>9$o_lv8 zB-dNM0W`NcQAM^_Ao-pehZ|+M?%Uk?ILuf=2lpjHqqo`hiS%=$+*h>^GOadg`)SY} z9_OD|-c#{C-GF>fW;mSe%O*^HaTE_q?9QB7lL5_|Gw*CMz7Kq|2m@t4jtfE>?5+HK(Z zv|+B-w;jrLq5~bj3PC&n2@#f7bL#b%?|w5(y2X4LdV=k5ujbCsUU$xFN;(^s8|2o--$JkfK{+vUmi z*GuMLtF_2s_(VAE!YRVQy#B-vD%gw|Uw@fvi+xpffXnyj_FD6*zU+Z-WRgeTREZo> z^OEP=q7OezAMBrQ@@8*?EVPQJ0g@D2t+hm_O(6Gj#+bm|^24Km+^s>(E9bq@F0@r1 zT_1<&0MD|K%%dp6`DAn5$N~L|>T*=rBg`e1_mAm+o<@FS(|m$dInF0SPd7nWqKmC; zMqkbyj1NhcJ9uGeY)tLDZ4HRuW{$L)a{4b62CL>#WwW33wJpJyEwIw5YO)ly5|KCZ zy~SJ8*rF$P?PG4MCDG;I%kLpbIlk#e;6sV=iflMT>kM&JIDSr9&K#rQnF6m>6)|+?D5ZDG;gc%K;He9V^DkNqdYh+ zASE8{+y~Zo;Y0O}wk*6s`_qos+JnB@h-&9##dqqY7|)0(Ym&yRPuF(MtfQ?C^e51Z zu}~JGY~8etXoE2e>$%sLKy@(s7_!sC-7N-hPn^TKyunfwk)?xuyKSZkwe!bS*z;=D z!k*Xp`+dPit=+<3G{+skjv8@qK=ap~A}GF)MJ68QZw|?6%c1$V0LXw{?M{3KV>kwV zSyoie@v7*E2wjJsryaw|?GW3O$1GDe+Nhk{92Zo$L&qqP)sx0oDjG8Ja%NMl^ZT-0 zCARQj-9d6Vk+Xk~zjS7_Jzw;sbD=o6ATDT*)Px~k!{w zZIeKGOV{lQRJT)w=3XpR*#66VxBEa3oa?Rz8^^lTdb!o5*x#)cFJGVqWj8#^H&Qj%9be{92D)`es;oxrU8O4;|g=wfmXr_6Kk=D8~Y|P|)_0 z8PF>6w;Ldai88ksxm9^7&vvSIJV##Nifl2LiW%*=Ou9eE<Rt8YI@$Im0WgEMlk1LE&SWE%$b^v*&OYU zP~V4lyQzwJlvWZEqde-(*nW`YS$NeBc6^{GSZxw5V0|>q;w&$FQ=w>0K=(<0OeOtl zwu~`g8>N9v!oO_7tN+uTuW$e;NFO#lJY|IMUSjFqKF0n4*e*y&mPJ?o`d;U!;=ly$ zcjE`Vs1+YG(}Iqiz?TkYv97|>Gt67^xdG}Kx?;0B8{a7rk)2@&%_|K9izyu*S3+z@ zB09>0`3Es=2H_tTdEfe!S;V-2md39Alqqa-E)Bsvi4~*>+fjAoXt$bvqOPCt3t6RcSo;Gw{nr)hnYyyc4!`KG3k^zEDR z=1P3;3E3WayKadY+-zh2@K;7Qraj7c%o%_rNc4ID(VqAT_&j4Pf=J{_swGsXs#D5isGWG z=yF|{C~Slp+;OTI#J%{*H1(MoSx^i*T{#82KpyHizW-%WC(uZJPr*3+J13sxR_2Oa z{&VoFpDQ;q{mA1E)q~2nzq4?!Zj{FB!fLP1Z+>oqZ4}cxPUl1{YtiG)gVqP}|trhPosh0OY)aV5qR+e_I| z>?hXL?dC=|82K$vi0?u3KLQnDGw|~`c~U0%VsL>A=?(lk+3#H4&)W0!-31qwA0J*i zg&Sd{h}Kmk4h7y$RY`o*&Y{(8boo4Tjd~_1IZ5-T<#qMR)^dhY7#K`2gohDAE>TMx zEOW+xCOxgGldpr=FJ*@5ds+F4nAC{?DH z#-sb13g^p{{GEFO)CU&+VRA3ID3J1*#GfC9JDs7oelY-UJvO4kmAq7=WE#JEemRiNMZeZbn$K-M+Wsg#12uY&dPR-MoG`h%rY5p>~_>XlM{HafV4x3P(utnP^ z)8F|94A)HG8pYfLlzt~8Qo0;H)KVdx1r1}bew2u4ay2$3i2^HY9Qc%`Q| zqc(5B%NpP3Bhsui-Qcr*>4&X_^5?$nX$3=?G084*YPN9;+AJ7^FY)V^s8uh2=|)r7Nz#Z4S1uD#gsE z1UF37cIx3{4h@AbJ@?HH_0_hlQ+*p!2pWfyU(M;hMju5VmVVE6e>q_3P`K+2JtLl_ zhP0~m5{#dy`$Z|4Q=2TvZ?Wb7?lGc(qp7CWxz8==qqxc(j>n`5j(J~~k1mVyW3yGk z)GB4o!jSVsTAEY#2IqS}#qZ}HC2HBU&F?czo5QtF9tKq0<(vVy{9)!fux67Sr%{=c z@#FF74_yNfdh8|FCJzyuanrcr+~9GoM?Oi3Bl{8o$G_sfXTWRMqDbMyw}0urE)Pz6 zwwgGRqKM(J-k?3&@s=Honpvx&kk9$H%Vb^0rzOA$nuzZ7p=-nC$$p3Pm08JU79mCbU;U($FEO%vAkJ(8d`U zG>V!N;#^WoJiDXp;15X66}UjaS>i0zP4OZYxz~>sAPd;FGf&d=1(FodkfYZL?M}uZz z(NCdA-DVBM9l1~bk~oe5*T~@XHl8{8AB*K*+DjgvRBRyMqp$E|n;2|e*;!TE+v6&? z_$nN~7D;x2BcRVVs_os!b^zdD#&A9DwQgu30kX)r20KFub>Z7`mRZZO$=HktptOfP z(!<%gOPQC)LyS{psDNT3TSow13FjhbEvF*94kpWQwDJKw;j*2oYKqRjOD+9dE3IRi z>25xpe~R88<9bp-V`?B^Cux!aJ0`+_Ci9pXA$+Yi=k8y+hiog06B&|IOyVgk@bN)S z*YlZsb}sYh1iiI~QgZ39mN(s9rmu_=(VOOrR z3ki+?jQz2_z~?Gyr!_E!f|oz?8%0dS9P4vJN9-7W9%U$?oU2bw(<9bwqTu zTC;Y8v0Tc@L+da;5oxRQznR`@@dFlkDE-EWyOf`jgtTEvnkoR@jObhV4PFuik9g`l>nDtPGDqHv%l59ic z;_=ndKOx@(bB4&lR)qh3k2+9WMM}#bufcXIei!_uL%n*n=pwn+Fm|=M-Iw`wJ*aGs zP!}QxUJ-Qqch-x<{8o3^lBg4gD$91n=nIM6lfiI11OjXsh@Jr~M|=115=6W>hj+pc zY!6=WA-{$nF#-l>ZcvjVhGfFi9#z2(_swx9kc#brbg^lY_gHvwui>L<-C*5UC09d=YPLg9ja1R?OFXTcK|laD>#7E-Gd(6{`T|6 zjKLjPLS0qRtfZ^pI4GwX-mJp@#8nXcm#z}|&IfW^EJQu;(bOAyz0AZQe%0DeRNidZR5ocUMPR-LjF?U)YRk-?7`K)cP!s|dIDIrUg+^XdtD zzu+JE11wb11d?_)pqog0QANxPmGZVPoqi32uur-9R4UsMNT6IM>e~uH2 zS$EmW9;f;M>tJ*N2!$kdz$eFo;00eY1iZ^u0o?TL7)lgv{HxrKs=a=bOI+#G%p^}a zZ|bfvdt}VNxr{^*>L~KSjQr1Senf!~1_6n#e{QROyB86v9yUkG zsvWnFTQ;GJ{*?s$@tOxD^M4GC>txsi|y^|IrY4D&y6z-q4ot6@qDrva&!M!S+*hC z+9F=x(1!UVYSgP!^)=DXHjqDF5n@c5qMbi`>LZEo*K1e_8pxgu*!yyl!)fPvfEQT@ zr)WX8Hgd47AIR#xJ|6Zg)mQn%I{?c@f=|XLyD;;QmS1+`HTr}Hy!0ob6lepP)oGzt zWYN;vD9|ACwS%)U6|z!~m^y5e1d;cv*9Q6_f57v<4gtLOvF6)3ztIz23@w}|#F!UF z$^}bsEQL*DhaG=?%uG@&cv1Y&t9><;6G);Npjqzf2tyHbvS$zkLk|`WPtpxA!-l=0 z4ir5*J)0fxT6s8C4P(X))!pH*QgVnbo<0U7+UK*Od~n21fGIlXlo|~j=Vb63@2-*X z*u%&sNKHMLWyPKY$3C0wjvCEo$?R%DUv^C4^zrL|8-cP;rQ7hCc_6Z2 ze)I!iJ-MN&l>4%~`_<|kL2&7}42Fh1LG^xLP8!}QjZj~x2L~Ri=70&tu&eN+C~I7k z&4?GQSzlR8)ngL?TrkM)b~XIADYP9|_ATJufHx?}guYNC4Q+>7%@K@uuAT-jTAstv zCKj{71QQUe;8A6dFMXK}wyP&7cOqq3VJf~OGx0B7FBdGr{Kuxym)rjt>pDj;8DMRD zQ)gR->knxi9xDq`0+3S)vYR<7#GS{-UgO;y#)xMrnECiO3!=U+MtW_M;o zTli+WKOO-3UICiDt}8m^Li9>!^Hup+R5hLcPy-38yr-KY=eF1UvnBA`Ei>4)HCvO( z2Ir|;|Ckkx3?rk?B0olCK4hoLev!%+YQ0@*{rd|sBF@yrGt4G2#vT7dQ}z430@*+@ z^vdHux@8|L8I@-1t2NjzPk9<{pjx`7t(`oaLXmv*NCZEecq2GH3wG z6G%#5pnfzAM{H_J-XkYXW;uQb@=$XCQ;3#*2~lw_HcN|UaRPFsT=ouIv#$mbo(#NG ztd6IhTRX0V-mV$kvYX-4dj9a%r?4Jwpg_mBv{c-`**MpiYSOL|kt@A5SJ@8G>)7|Q zw+sL$N}aM12d;RPr}dXEX4vR2-EROb50J9cWS;`lXRXi+hM%}kg$y@=Xiz9KB^Fjy z=m(2BN>76fq){gd^dO(Fp_P!#MEipeGUmChCJOcjj>G*kkBf5#RAaw`eg zf0tweT+$x%6ay)kC=fxoXfq;0F$^qv==$-_Xima;N@wfowkyGxzWcYEK#{$T`!sz@ zoHO2}b~K597(D;O>Y9PDF2s{}lV#VPX6g*ADRqiewttfMUpi=Ch!Uh&*z(pK;&Vu& z^g-T0VCSLoVpZ|`yo{)7YQFp+=nd!}<~{Pk%+d^$g%|t;0&CWyh{T2SV8Q#Hz{V3I zExJl080kNfHjUfX@wLMFyokI0T($G064v}AM5shF#TPh_HAN6aW3*m)tc>wRJY)e6 zHC;|6K1zbuNihR%T`_8VxXa_~%iu9R$xSe_=a(uOKxzT1!0$OC_YlV~0;qzeKy^rp zkO3Q=2~|#_u@U%e=eI>OW=Aj$ml}=_Iy?>YpHqWu6Alk4$^$I{cYEq_$Za?%R}!!_ z`Kl}rym|07yLzzX5IXVl+J{H_vjec8vcs2;t zV+b=oU8>rc-2!*md=W1bN<&GUi_zl6^=8b1eY%(Z&sV~G;@(@9ht*4M{aiwN3ZPt@ z*RyRp5{avDEb^V|J$()`CyyC8S@x>?wV-qSaJ()22J#bnK2=qWXx=`|~{7J~tsAe|@@UCPvmCQD5&GCqJ`7>I2-cF9`m#fW6rvAH0VB7r$ zOsSpD%n6K7EzGicfBQf&Z-9vW+S{6DGxV2w+ zZ&j!KK8NXtZ?Vi=-#rXz)?&Di{5^Av(r7nYU()HNS~(5aA-4?AFy z=~soz%}j5FopC7j3-zy)GtCL)qj(XzS?f(u_9btP_ z|2=;NO%#RNb;0 ziu9IH1V6esL6eH1l%^Se0-^b!0>w?)H&1?PDJ;3)FQI1HGG!}BA2?HBgna5b5i&4y zvfyNA&;`IceQN)@1DAotK@F;q0*g~Q{Xy?MV;t7K=y&`0xDQ`=xrSB-vju`mz=S_` z!2HPUgHvht#2mn!gcH8m0It`B1GW!@vrl3!lG;ywh%M$7k}mA}S>R+RaT(XHKgKsj z6rKfJp%*e61eht2CFq^qzjSdR!k<}|i-@ga5Hb~wvrpJv|8-{4F)8+YAc7hceUQ($ zl#t><&-7>T-~)*{fa(jXy!#%#D(wKoE-4geaHafv&;Jbm4h;S@yx}D3P6@1GM=cQwS9EqOmiy+mN4?v9lpU^Q_;Wh1q9k=LX8|J^5Me8Z7pHu)`!a4XzeZ z*$_`s>Dj*-uQ`@$*g))3ISYuwHg5#;*;+1g^_M7$%wpzdv;OQ0ma$l^$W`O;MuDoW zlZ{UTb1xW^;wDHNyW7DddyGa=GL?|bRE>Bn98p(%h&X0k72Qf4V~dxaEV_SfDf+p( zsclg<{WbG`oMZ)3)NeDO=DW#;ir?n55Zgh3#B+3>e1e?YEhEl%4_*gTpp8I*EZm$dIW+|tZMTn=$0>PFkbq8@}sA z%uU|;gaew;{_Z!gMe~7O71!NLF0di^mHvdl363G$+)VYBqK&r#i#ntG9Zm0X^E?Fk zZt|*~vPFtv0122QbvI?@o`Y{SIPF0%QsNZwGYBzQYrRJpu<=fw5Mokj zJX3-2BOdXz4YpAA@2PZ)|Le2illt|la%2o}{vqOZG@-|;YEaq!PDkOL;`6s^bj!Pg z3;FUi9vsRZ-6~m=UR7)yjT;K|m-AM>iafN{HUoW?rSeX|FfB9`nI7nIVo$p=FbTsb zy3e4UMpu9!J^)x<6U9B47eeNV>6(7N&)2n2N;5ow>e_{o|K^PWjp+C;#dH$SSkJqT zmu$ItyN|Mtvn*%ag}aTuOhDwi2h?%v>E}Ob9ayllIaJCn-^XkQ7IML(_SE)Z*)zXl zx!*iOtV6a3#&M*OCNkD3(DPi)q>10J^FL#B6n=xBdfR8f%D)sZPi=fTsf|l~Cb^LS zV6=y67qk~0M2?r!2~NI@8b zf{ahjtiQ$6Sap5?i+*D*uNAC9HtR{kRvaT5V{04Ieh@dy)ZB3vq zqpIWbt)sJE#&$+IzqsG8WRBIVW!Nw3mB4Kn8iTAnJ(EjU!#75Oye-XJRgrRQRP`Li z467_yQt9PtrP38?d1cvg;8xVg6&UB@GW>KCz>a&@7obFAnVa&k_%1LyDzdfB9*-7i zJuVGN60x`&LsqtB(<{lWs+CM0Op^&vS--#<)2R4tR6COS3GQC;J^UH~yUvBW-fHK2 zurrzBzC*~3b=Y0Z0m35HO1eMNTSm8E;`j4!hfJFcHn&R!MwWnSCBV~zgTmX@YpLZ- zDAVYhI#BQcn~YyA-$AjUQ^HUQ#wBdeRO9xFpr*?waJogzfC^06bfoI{+H9`1`)qRl zz1kQTNH{HMWQ|>+SaLGK=uX*Lb3u0D9E-&g4aWG91qPM1-=-JJO%~HvaOlRzebtCH zgZi+}Ofym0*%s-)bn8WXcB8GOOY8la8kvKYPt(%98GUH=KOPQz!ltb9oYQX1N2` zgEJC5m*tjUOhplXg3^6y*VSuN(&z5cJ0Ae9=pK@Jy)e*;sm&|!la{>C#_*AOF8P*e z$>W6Gc&{0vot>LJr*h-OqSvIRrN_;d-C8=aX(t|7ziah}1G$Rf6_*92v<;Z7st?M-|Jifs!mc8#Pe(GG)WZJL$BS9&kPZRV0IF)s_y2MGh!ODcLgzD$` zKc>Oy+C~x=#U6AG!1gf9`h=2=(8c>H-jZq&V4juenZRhJQRzrC&uwcywRz^n((K zR_=Gf=F9h|)zUTj_QqR3_mK;W%is$xxu2zq;G*~E@hAgARROe%^X=SBM-UKVEudXN zTu1DaVkz8Fhr>s^@MmwprS1Vw_A7+l+!ZhF|D%WpM#ytYc$5y5^sFiv#X$4(Tv8s* zQ+oDT-b(gC)LWVApWyh$vEVG*lJoV{8b0Kov7#9fudS2cyO$Lx!tJrP16kRc$?Od? z;eLS|aMyNn6cOmZ41OoeYbkXiIF0gaRE*?ACSb}EQTEEx$1<)J%X1d{}(c>L8)}X6eTQqHF(>Y{g zt2NY#A%Bb4F48R^T6(~e_6zt&6iLXc6>UpieZhRyY{X*8jG8g9%8;ga(OnxRVmtCk ztA0~P!`tZEJuWtrcxYwG6hg*>w(S)2q%8h@We-Dhto;yJ6jPfeHMDNNcSJX|=by_BST8n|J0)6_tzjW-CR0UOh{CQiO`BnK<;`!m?wCeT z?E@%5rZQPH-TF|Mb9sZe7>^}Tp@OWHTlnAidI&K-u21k{1ln28S8hSGSG1^(tONc zUEJf%XX}aT8VVUz#SL{3&*X!gbaq6^#chXB;l>m7;p>iErrw7PsFzZsUu+8VWI~RE zu&5gaWfq$un>kBIxwZCAV5@}N_3&IM@ zbD`0StH;kVQDA_9E9wmtMcUa!5Z5XpQ*thrZXS<*6?;}5g5rV#g1!$fIgKrmcOcA; zDuc(#nXbiwjFi??gmKl(Njt^U&W(V?ctWnT)OFQJg?~Rl>J4vy**-=4Q&_D3V?*3a zBhUt;yN-^~^?&WQqMFRQUv@!QI{S~-l+5O{V`Hr;JtL;uYAS2y30fNWxDB+n-@Uze zvHiy4Tc&BF@C5A#+yzY4D&iGGdYZw&oo=k{>B)t&aZP01NRx#UHv;JM|58_(XUF#RhQG;6`0Pa!7mE+*Nz zyy=pEcd*83tN84~^%6bZdXVYXx}+WSb}~Xr)d>`_3>{MPRfPb!)X#gTo8D6sp`g;d zIDuLz8tEX`5cVs)kfIv`wAyvY`m?lstj&2=q@s;Pg>d9(&d;5hXkquCcy2LrS%KS= zyk{@oexp$1{hR&6GzvR~i|4ECwHeE;YyM4VhBglx)w8Ed#Dzk zZVt9Tb@_Jv!RwF}@OyER@PI;=C8yd-z2t9ti+W8`uxFu5u{)XIT1llhc8o~pr5zATKdR<|*&9XU7LGHV z@dl%DYHd3FPc<*jKuTN0HD2WYSORgQV4L>^V%G01$Az`BBtNIg?)t|%g&U3vd{GK; zu$?)*g#zhe zWr{=fbdYkgui#-Ay#v>s7PE!4*UvekR~1<)MNx0XIeaf*W{en&hw5}9rsMX+cJN#F z`YDS-PZGV{j*mZ=`@Whi6rfsu_@es2R9#QuE_O1zarjIj;x|+6O4XgGg)L<(xP-CH z*Mg3l40ae|*^cw@in_O-0?F(x?)!;fR?D%QDojec68Q{vIsJI7bo=|S4CzKK+}JNG z=86iQ(i+b$Txrm?VxgD~?=0DC2_pgi9b>zg<>_Y=0(ZzMBs{H!Y zfS9uuJ_sMPCw`uyTOT&D{Ud(f=S)cHj(LbD(TjEA+d`z^?V4|l1uAjp%wF0vhgjyW zg0CPWB69pl)n{5HR7v;why!bu*E#!332KW&vX#<0OiL#V<2gq~`p;(?i$4xKrQUdv zuD^3_38>jZ)|kT(S1YN(kE1E0kO?J_YBZVkU9iOO#s7Zyw8DrBjc9WGZu zOZ<&+mdwbDtU3^U(bEWNW}4rS-a9vGy~u`%fSw~48x7-9ElXsMtRy~IZ1Xw44ifX; zXFCFVSyUoox#fJp4PN?Rgh>_i*W(~KCJ&>N$C5KH1naMNwAp>UzTFqn^sIhEf$R>@ z7{8rxVon4o!BWnI&ZcWbiQq=%46~VL>JpH_brRC72sTH2K%UIKs^gjPeVGO~3ot7t zrnF5C9B;kY%jiCVC3|CoBHAetE2-LF55(G5eq>eDJC!WW0{t_M{xAC3|0k^S|HY#E z|Bf;B4;;#19OHpGqjPv2TDJRoRca@}`l}4*;mH_9usC?^z#ji?M(L z%|Z-0v0HZZc_b*qL^*;6dQ$F^^YpgSoR~s$X{m6l;kc8(6mx@h;bG~$QU?q3m8tOX zEnE5FM<&CgU&l_bG@H9d+ST+ALG*^(uRdHZekkATg|@3XHuNsAZvO2ky2^aN=-8*i zW?j|ck=e{c`Zsu0)aQlk$XhzxYsDIx+K@#KEJW?1+~!h+4@DT#!YNQrWVS;Mw{3Cu z&P(N=I{R|`Y)Ztf4>y}4D2X9{O5`NY&fGvHw4yv?8Mmc_&dY#aBN~o*)tk#y5{Uwwx1hf6g<%_Wn z=e%+bTbyR01BN$wA|RW@L_oHQ`fHA&Ha@N)D>uTtWejwF&F;~~C5jWp74So-WM?Cf zsZb2!AR5+F(c=S;ZMsd)E~G}ariQlfFYR_pCBR8jSu}q0rjUDNT~ESZ%i&>aE_O<` ze)a9Q=I%$eAfRAtJXU1=17xJjdFfR0g_e3{sv7nHj>GzBIxML&Uw)d8LOXV^6Tc zL}o*4Ye8$U538+w4Ml$C^P=&Sm)^qZ%lRv5zNl;xR8@k2Ups&HLx1)jKN{}p#L{872>8bAFQ+HfYSJGS<0&=OSz zvW|pvI;G<{s*r?x$g~ihg|E9a zwQ=NxxW%jUp8{ZAG2(#K%(+P|ktItWlWa{Px0&(ypfQ;W!9kRKIcYq^@rkG5YKX3z z5AThM4@}s*E9>CnQGTzK*Wvrq0cD6qaEqveE^%fwJ}S#K^_|33A*(6nED=2XGq-tC zhz7Y}jzLzud}C4!eP zm-)Z@%M8S*Ubcj?LN*KcMANGDQ31&S?F?RY?;_9|uBFkx*S~t%1{sZZ_Fxa_7_x@M z8L3yN3H@o46Eq%QY~&0KH5(4%KJb1m^J1vpDSgVS(lc%@0LMETBrKvKRa*at7?a9% ziF@lv^Ztgl9Xp}#@Z&*`tz656GUQIK#qBr+Cx^G!7!Ms-m+uI>ziiKgZZg{i+AkY1 zftG0EDb=OWPa#0q|L!y(mds06J%ZY~KCyb-M)0_(a*lm^RrO{pPr3e~1B!xnXp|7Q;^$;}t*8iCFdlUZv_^y5}`8*SY9YUL-$> z#yjlSI0%mxyRddcrDh$nZ`}bVXxfKc?L=Jf$Eei~x+j4B{m(2TR6aUIQXrkM`NS%E zHNqvVcI%w0NUZ0uYbi9wrMo)FYfIVT$Bw;rWb;tmjTwPiys2PeF(MX*x=Ufjx6l3B zOtQNHt5TLL-CdXKL5TQW6*pC-s%*5H0Q>(F>N*h~vE|#RxHz+p$>vfmH8)xN#>yrYyGKx7CMsDZOmjNWxhRkr#c@+s2<8q9&(gz@tQGQT}a%p`Q28`M_^ zMZGVU&tlnDM;VPWZ$Yi82~)hx!wIMLy*H+4-|xNyu$Bh3c2&huWqU8H?L}>q zT|Vx6$Bb?L!+-YX*!BaSCMK)6x^_=Fc(>bM_0_-Lzvb!G!vbFav}J4|CCyUn@2&T$ zE$v&tPKPAfMDH(M>+Xs7P-8)dq*?sid$2pL?o;s*dcv#v6F_6(L&_a1@o{l}v&M=W z3g8X)JSb|fAqu{ufFC!R6hQkf^u6Nh(Pq@Wc#aQ$VpNQ zO}J*z9qsMQ&!Q7I1>$OC3e7!HqFC#*1?URYBtQQ1g6n$*HI0bun~MZpyGfjl#tT|( zXSej+0KdT@T4x&_fM8Mw$v}<)$*r3WZstOUBu;vHK zTp&1&#dbC@IIrUDNPO*40=XNK^iVQ%ajpQcOX7#XKAXu2$nkz;3cj#ueF6 zeqHiCJ~2lHa4ovwBV;+g%)$h?mM7$fr})kUvDh=WY@G>9i23#X9kc$E9SR4rWkb_6 z%D_?#XLsf;WgWmcOMDBDPdpijXfwoXu4#tBoG%6=FN%0g3+v_=T36JQJ$I|1jgUp= zD>I^`#$YMxgp(gATJ|I4QeS?f-Kxvye!;?w z+|Eeizup{g{@X_U&;A_$lg1eXk-K-wvfNPlyQf-DOsVpb!+zoG3wBVHE&g}^PJd?V zhRZq>rDxqZH=NqnSrvSlV1}E%doa! zEA7UySjWz1(>}1_v0ot%v*B0P%&)^Mj|z9Mc+vZn>O`H52K40dvU>g&pq9 z4sm)GWWT1M1iZ~oufz^&xxB6Y&#jKH^vOIOb8r0~T~_R1-CM?c%0}*)XS3cp_tBk8 z#VzLwd`hK@J7QxMeX^MSX&!d4ZUHK^Kc{-%g6vQ7C47x^lx)q@sO5Ix=nFt&K$B1Y z(sk?t?vTu<$wal9`!oBHQUIyupGHj9LOg$WmOmenm3*MSjK0W z))i4J91mG%emhsuA3lGI=QqmwV}H|2v>el$u{e@bVMNTwl|+fATa@!7vI7xSH2#W6 z=K~&T$PE*oVfATT(|x`v*;Rmw6j@sW;k5DWdLGJ&30u)-6~e8<24vSKFM6EvqttW= zhpfvr@eJkGHKbk?*72R=|8?a7}*XjI#ibXDDfq=5kQi(hf7)dINCp{gcmE}V_r z6~ZxJTwj=H@zgWfc)E7}6dAh=0I9(X&xua&fIL6@qqH5F+E{ZD#ji_vME0p8>=@_< z+S!y`xCr!7x>WYj)ti;K`ZD zOOq6};rztsYtM2cesI}_>WMm9Xl*kny<+H!uCAD`+lSzWX(=>Y4b1 z2LB(TMZ_w6K2-O<^|t%xBXzGB>u39G{h>l8D5aW#%=^WKucc{$`8mpzR_@_tc1dlw z^Ye`59v)$se7tdK4bOU;q0d^o(TCc|hi>&`*OrF^x!TtPxJR0W)vrFGX^Bz_B4-e5~zOEfvDrQZ_3_{+Q)rD7S)c zia7-*ePv=Wx#`ryW% znG7-QEv!Dtv|ZnI*2Y-=(BO|ui0;4E98o8*-?W=)$O-qyZ*h5?Xt0~AD%oEvxpdq2 zqt>hUpM9K~jTEt~DO+FwGIK$`6@8U2WY)(^LNzMMK9VK{b|FG@`g&x0)2V$vxC)L1 z!S-f5YTqs*$ouJu5NJ}rMG3tGe!h0Nu6Cjwpu(Vf^QVa9_bz+pk0I4SAu65Z4lYw< z+(VB68K7=7>om#v#0~AdbKVV1G_a5Zun(3`L6sii|AVjhj%sR)-bGPV6a{QlfvBJ~ z0g+y#as;J_)X*dfB25UrhC~hmN{fhy6hWFaAtHnhp@$;9*U)=_5CRD)-hF=ey)o_` z&gQVi(yfBU8DK!e40r`h4BNzolq$^nvu(Runs0~{kOjFR1$h}CDG;4gK9z2c%G+u z$^!O+O`r$<)p?TgoX7ImH=9D$E%`4PCuQ{g?+4ileHR%LeCe<@3D2m^5(J=F&|E1j zv`^<>nl*(TZ%w@5*utFq52UhBTRgS=4MSrCbeXpU9cc20dZV%_?3Gz129sp=gfP3O z5}SQ*S}eXN`=bUjGQV*Qefd;v#CKoWINqhT<%SYzP^njaHP5rGvLkTvE=di;RVq8n*{P@Z}QQ@b%edvTmek0wDbK6A5S;K~S# zp_a$LF3ZyD(?`6a$I7C?kRI^f@SLP^+gQz3+sQa{abwfSnqy-MEE6)`vj(h=K8QS)?!SLp1Tm~7xx~wplacXwHTe+3buYBSD8GFJ zB>VKV?&0?oYUB6g@juADp*is`1{rOeIm3SK@C(sY`Iu(h&-d1ZIhM03W(9hxlv74z z3?79_TzduzVPvZkp!dWGVvFyIA4-(s!#f2{0H4#&#G=3$W2E+g08=FqHBnKMRm2U~OQ(siDM z&UTZ!MiT1-!91U7ETANx7Uz$%j49spAZRMjLR&ZVU@(gU6xjIII`6H{5uqdDhE~KnrVsMN0jDO%>axdbK$y zaa0$nNA*Lxpt-rIf#qxHozs%cVT2@Te{Qs)KFkU@+76OTH&p$ z!ekN~U12Rc23d*$s7EIO-^L-g_;ZcGle5LLiXymb+506N>`wni07UWFp^|+<6I~Vk z)#fmnXpAI}A^x(gFMebW%}I9P)rR@|PMypL3@9bDLU*{>pVf=5LC!*-JgJt^K!V;y z0j9~n=yo5u^%fumwmzYJ&m@nfkoVaXuo!V_%oOOEG;?*KyaHi2g2T?(@PX`B8y!)H zpNKCt3|*(Iag*&X>sUUz!_PlO<<*2q7~^^6{Q3l3>T3*aX;WEUSvhbevS zN+&ax;gIN=-sOL+^P-GLWM2GbF|1Er)Zz2+#J(*O7^!oQrUhGAM$a6l`?>mH91@5D z?*%m8&W+-XdK^@(AyS(736(kYJJJTR)fS_*K@#N2eBJhgddre024U zds+Si9iPV4+Q_m8a!;03?jRYbrRJZ@w{<(PL(?zVH&*;*3IDp2S5A?d*NuE~)2pzH zB;pSCawF!!bql^zVWm-sTZ)55a);+X;R?fAXx1K(&Cq$j?O#;po5h?^hv474&wKkd z-4-l}GI_UW$B&#`IvE?C-zmjrK$Yi1#F_}(QGV*+8iWS^Fe%tjnm;q_S}Z`HfQ@AX z+A|qmecoJp6nJ2{g?Y;+Z}mD`stZ>%<{=y1Kvsnh)SzME-J1w}((UB9DFIJ#02w%d zLx#SG8fnNeWvbE9qJZXtRNVNu`vz_JK2a+_F@{!O*2UOZBLjdS4DbGzU+#Wd!=DcB zGWU)T3et=@5w-%9X1H;oEXV^mC14}N77g|N5wm`o$D7W~A!xTrOXJ$)WjxwQF2$$$ z;IQD;$W`1?azg(vbUf}o=9Hk_?8_j41Qa|7C|8}c^k}G6SvQExr#A(T11IY!v**V=-?4L5UdIAy3eyp@d2?Kr*Qn3fNXbjp{+p2SACtKt3K14cC?xct|H3jR-rAT2T z)9*s>IVQ0M_oeKGxc zs)IEs!J7BI^0dU9vN$VRZxDL1m|j=ok+Rq*Tn6~km)TkqWbT{yp26M=nkUdK0s#i_ zf0PQuX&3{eH}xab0F5iWYwK*&y0z@K_v&Z)Vu0Ui7vCshN ztQ`w5mrnFL-I+>U?=jKp3^kPjM7Oit4T3V|9R`9SxTwP-Vv1v57Ar8x&s2XX6ZDtF zU=(H*5ZUyfu&nP++ksSQwJ?XLt_>oR1XDj%6~FR<0))?2lfbrgMlGI6XLn)b!(ZT- z;Oyg|n|Z5O={N!x8uYAthtMe;evII@3pIQg_oul|fO>~HJa-qo&)|BR@wfng_?76h zKR!@}B;U;6I-s{sfh>EA-+uqrD*Ww9(U5C*NfQ;4MMfv}6C@V@tPwskG!l%f2>grr zfNjRCte+C$21BF1*7O&6U+)TE4MGJu`@?Z87?#Pe;mgw{2Haa==;Wfih?sc<&KI z`wvm4qNw?cWkNICjhdU-C%D@+a-SNk63+~DQ%+!-R+s)%HXZ6Ya*_qh0sNNT#Z#8ExQ1ZS^p4Rc`h&`u*tsN2 z)H`zFj#njWWwrx9>jy4D04CBbjftqCq-6d1S?6&FcYO~pnMx1T5MU?(C)L|-qB9iO zAE(#xtIlE48OpEBS1@n#jcV!Gg?{<>MJfw99=|`(G*8T4X2?JFkW^Qibps9M;uP6F zzx4yMFegGx2|&;266L%*Vwa^^5Kj@aN60-Cb38*K%!~B&Q>Oc%6w-P>f1GtkooU?e zow;X+yu3BX0^IrCR!{yWMw}o!%}{OJdP&Da@IX0N?&pS43qUFC$ZCou*AQw5+m~g$74p3w{-YHCWxOrQ(&Yqi=EP5Wm>_&fR6UF&NTFvVhg-S)aaui@1*5P(g;&R zYz85|0mx2p-)>H|`!}&c{5zWs7hX1)=?-wM@*4R7e+N0lQDPh`Bym6gbZedfdMhzR zAGGz5(Q80da~`^&oz0wURAR5Q*!idWct;56#LXZ zKA4R9zdhb+QSVQ-AzY<;U%hX`iD31}MiXf!0s(~6d8~0&mwG@VjDL}NelIJEL8e20 za+e|s0UszuM@<7P5Q~Cq4;m|hbv8W-7C8Ps-htmUk~Vr>Q)rVOf9WlKYdfqHom~KL zw31p_Y!?AqFgcw0%>L)#RJ)Lbe3<@y&aldEtTp{1V8?}&m-TWqKgznhWYxHYf4U!s z0BZFI7ItM9Rf2ecZ1$|z@ql_8~;Cd3!8n<)fnf%N^~f@h|q zroJ2y$@2%Z=L)|x1!cy5Z+5V4QsJHs#2LA;x(j34dwIVEq3>lM#dpKB%PDL{t~}67 z?k~#{-vmH!b#^?6^+S(RfHM07vild~;*l%071~<) ze_2MMS((3tF$@&#{sy*1#yF?nVW_bx%6xBkl&Q-j37Zn_A2m}SG!$RWDogxR9*3>Z z{(<8j={d7utSsbeN@8~yICVK*h1<@tneIA_8_P}#K&oXMb%QCgsPIRb9oTbQClEFS zx$n}O<`aKeZc33hHqO9aGc^nHTDLOHMl+s&~D3z0E3)+edd#7Xb3-R=G$7 z-WMz48p5y4x}r6zg8{@Z3j#b5)&ZblS0dhJoCD^? zKVP^I<*DlheGHdjWGi3=CVt};)DU?Bj)T*#k6D%r!QG8e^O@k$o{Q4co-1`Az16lC z3s!DeA3eWxCC!jU<@T}hom@uMc%s?r?(y(CSiUL`zPp$yWVGmRp~%mbX8TVV{s@4zNYgk^R;QvdNw5HkOTizH&(ic9o(+UvbfRq-=V&m#i+m+U6@@RrX_jVe>D{5!MuOZp$Qdu4C{ zP7n?^phWDwMha}C-uYyO?&ZjVS1B6@BwQs6&l&w%rmzPCg#da z0@OGvN8s*qSo7`Wou1vGOxJ&H{$$omrv1@JW=Q;8L0M0Kwawl2NjNIvN%Xrd{|I2d z5$@Y&h))<{46iDPvfP{lC;ekyf(PGqT)s4gZhqrBv=O5^)rx^gcdcrM%;RwH{qzGB zXsed6q<>uhAZ+6CM}z1$d-#qmWaP=EXSEsP4*S-(E(Dhe+Bd2|&wk+iCpLWA1njl@T> zUpy-Yrk)%ffl?oAY)d8m9)8Ods1y3ayEE=5cB^Nqt2a7$5{7!D(npnIaCb*L7sl_H49&zv((Pe2+{LT`Il%$Zvpa zJ5ywPYbE!(`1#>IZl(O2#JjIyDuM|(ky6)NUeaaPL^T#USag7tgJ$tTtzypm+@dCi2y1M9?DwLk;}45A zl)$a2ay>r08}i%_3e3vpDkvcCHQw1yKINCA1mley1c_t~Es?dMti2#d`7&Uv}jynYOgIk%JgxMlXq zg}WK2oMX)#wqltI{g-TU`Oa04%aXsF`Qf2b*h@FoTxsck1-lAcp$~^1-;PwhnWCqb za1=H_UScE{Yhs(vA z&oQ-kuSC;yXhGn}e>A@eyY<5%xxIV(?YC8h;uAgfr}bv9259eqkICH>+~LTGg5{JD ztFH33GZ&7m%)t+sildUQ`3)SV>RT^g9bg8jP?{d1Uu|u>o#8P_ zfud>NYj}qIh4udAtYNs&u*fL$w)0-sk=D@92h2Nyi;cC|I}ZQidu|1PRB1j2DmPTn ze8n83or7)7bK}cCLdwj*4oXMoBC$0bssF~7iK#? zO3EP#iff(&Ssxm)QnL4zUHI$U-n*ZU2-K|EU$NN0`81bSwIW2ShfDl%o@O4MC-yM2 z?p!g2H3y1Ou`g`QXIl8vR@r_P&E2FV2vw*HJfa3`1&_ziz#k=?#NAML;JXtj8odI4 zv^079H9Ky#|J2BSifbeJ*QkbRDJ=VI2`ACuYB$H^b@_U7Tg~(Q3tizb;D(-83)@q$wfEDkGPxX9y`eOZ9 z3sg=darfT0u1&Y4`A4hWHD6Q&WsPeCoois-zBYknXZ- z2$InzNzNm7PG)X8kH?0|f%cW=7dq(~x@^QEwYtju8&rK+dp7HAkIx)EU#7g8Hl8Q9 zg3q|lX*Ak|f(>h`Uu(!+gOD^V>IXObf<`I}TK6iyc_}XYmrZ?0)eftvB%nR^z>&T{ z;aFSX&c{1LABV17rx#c3LAE89&bgm%otW|w5k}eqna`2W%<@5akJ9lbypaGz0wc0AAdG-RT73j#SgS5MGgIKGm8^fmFF9? zSk;=L+{&_|h%{AxDKIa+4OLpGE6>131m@GZedg`y-i!pl-P@0eNSdM^N?iwLWaRm|2QnnM+8K&#W?m0}Uw8yR+usiYPURglDo8#H5^B7T7zjTwaGROb+_`(=~jlHOGZlNypSF=w6`2NipXH9I( z)!A3IU-d8U{8wf?Yn$quXE!<$9|f~+_(8cxGWLs~>u^a^Iq{4{8LxCh3i)mFR9ox3+<{bUu$g-WBMVrnY%xh*pM)a~J zL4}!g(EnCT7=DeS{N|IJT1T>v*TvJH+!ExS7|n@Lo=q+JF~z`Xf_2jNgph!JfQ4KC zY9tBdQ`kie7GR(Snb&StX>Xm3P|>Vrj#uP6uT5? z(DPk_DNQc9LR^S@s%WJjYI3v8d~-GUP8U-G&|BoE-E>z@^2rc!`?H^J z%!hBazoaV>4>R|$hdDK=N|EjyB_{jbhLd-x`PUvFu946m{J5g+G>BrewdF%gs;3_2 z`>T_lvo%H448R`*FmeijKG)xQ*FGnH5xR@KVl~t!y(7APB-cLgg6Uf>t;FC>57U~U z6{kzf@N&1$w;e}T*1wAlNtp9^LEzFz|EYTL+ z>@G!<=`pGT2lG8FJDTp_N|pdOU&_{kK)${JM66XjnO}%3vHgL!MS*d{XG=fL{?<$tWz8cm8xI#$6%O zEHQ}Ps0^(ymAe=8&XXJrett;rf0!GzH$x;)LFs!oe_85=`HH`c{qwdcA5HPgpKfy0 zst+JQ2=0~nkB-(7p!qst|1RH~8wS_8=VTa$0`-hjJ$ogk#Waic-_LagKfFMDW_1Md zu~Jj_)F1Py9W~<&nB2SAJ)>_B8ru@1{DQ})u}AzWYe3d1&bA`lDH8>ocsh%k#h-X8 zd%$OT0`vJrhzX^*)uMLwn_|gqy|Ts8S(C@P&$^oqua8U7z=3EQOgkdLsV71mXfErv z71~uNgjF+}O(7W{W%`L>P4!N{Y=2MXtO=xgKjT zMCLQHzPFrre6PATSN)e|s;VV(4@Dt885fBawXQ(E_}1{;dl0EA2@Yq9xVa^G=u3&f z0H1wP;}SE}jUYZ1=-jP|6&dd&a_;9Tm-Ig#+a_fqIJ~r^_f|?9e#}_S+2Fj~JtHM@ zypsGhf*^LIJ)4I?TL+4APD7vsXccn%gYx#mQfugsRuKxs@*}2r3G9gY z!E@{tf8j1l4YH@BL1sXw{c0yw}01orB2snH|g;tthb_RRBQIUT0KV_B2BlXI~ zIz3(vH};otJsM6sDu*KbszSvb9WNQ_H96&~t`GmLh?izAI5nfV;ctj1T@c&@e$w8= z_ov-o-YHwFtC}_5X=A7LAHD!$?JIVhP^XbbakrCwO0D0-4BhuZhjw=1Ox9FlndK&* zAFa!68a?ySFf$Xuz9)=i)`ksH(x@P zZ$d9Ao~6s@15cIK%m=h!upCHoZS(N~dIwqDPKN z0-Jwj2nl81lrLP~C^{OH1pDNRk z@(jb^?6zO%tCOV`avS8L0PF1UVpWCc%t8~BWQAFLO7`=ZPX=X2bVIY6ktAJE%7*1s z)cd3d&9kUQF&2n&Nnn@#h3Rm2vbq^UF}6sQ%^11Ja-!AahX)1%K8Ae+IED7p#b=eC07EAwirv;AFH+#iqu7)b;?836nDej$infd+XB&a*}w zwvZJ`;5P8ozgv(LX5ZRs|1MA=(A#NQQQWGVelT%dyd*{_R_v|7Z)iQog2mOJAx#jN z{i8P6)Q>IeARgXN2JpJfo$zfboF7mMo^z9VmGSzsaxY0(Q%cw-IiWV)DQpXB_^zwK z7?SZbI1Ok6-@f*K)juQXwui3R&T84M8mBw_Rf6tYLun#wiTwj+cOI)7o$?{0P5=2B z8CCahE`mF+7Y;mjqjGIe{^Ms?yE3p-?8G$40 zDY|(X@khoFF}ax&Dc6~z1R$BZ#>+qbO zV5|yf7YQPb3{cAQC)t8i?nK@Cuw`l7TCM+;(6OqA(R!TJ)ZubJ-yzd=VBo+?wv>0J z^B7_h;}ky|AG7cSweonlawi=U`g-E$xARYVlq9P=7OV$khV8!b?RVg=t^|0u0}VlD z{_hq_|8od^=ym@rAq>FZFMhF-GnctNZF>8JLJg4H8-23l$vNELptQQ>q>2-?cs{$s zDWBS5A}J@DLG{ldkc;G@S4Kudif2=pWRuigA6dN)6D4C=M(&knLi@?B_|`3}Ri9{= z>drOIU{11NyLWO#H$h`*D0N(Ao@rl5rFiJ*HYoIT_{4_{t#XnUuM_@Gnz(7r#}plzb8Gnag#V@ z-}sK=xcHZaqF*ltQ~qi&NKd?Q@RF$^K*j!%sm6i2Yj=Tj^CgiznJUqMr}&q(EUK*U zJbG;dyWxAoz5y!~loRB6$}URA@c|}!-ka^Z`NKNL3&@y!AwjE1qXowdqT2XZ{F zRqF{? zK$$o16kQV99K17B{cu8|g>rQ)(OJFF_FMpQ1!SLEh-VwdvF!&^1) z&*^@Z6LV>+K+6p<#*5+XmVv17IpNzIZYaN_Xi5NEb9BrhFBp5?>AF{Rv}Gnsz7?ws zW&{@(xJt&1)s%$TzBp^KeDHJAtStAXPtl%H8;qh`4|DB!SoUYm^u+8y44#xcf%9_#_oet3N>c`|^Gt-}!FHMXOg3te_6>&~1Li)9f^5f#)rX!KodtSs< z_}cKRulY|8#tVxfYeZUR=Wyu^uPv*ulF%p_a@Vztj!y5xyyK~mxel+N`FdXgp+&%dOkI-i* z$YMsK`My3pSsyoEz{IQvATLVS3oTsh)!V6VTt(j)|r)8!3vvs=eyRc zv~Du;4+>sT2#XIqPT~%8n#fIJ{3s z5fv*jFuk&slc5ZWEIAzY>e)C`=`D)M=Ptgk!-GO|Pvke%m(v>nKjh*iQ(fWH=Y$Lj zqhCnMNVJxS&l_8?8dK>Lp|@8A zO;+O%p0Vh-<}t8eGb1HuAB40BkIKGK!CtXGec^wA!eZgN(O3_{8TY!Jq50I6hWH^s zMr5%NVR7u~Mlhl%W1I8M7+LkkKkx0>2q`*Ph-AG6YL+;TYl}DeK3Io??Q@>LKP`PN zknY@P7?K~)0)&roptWdE1LG>K#kT@nnt&vF+RvHLsFtaB_}Pdus#%))m{Xe@s*Db9 z^vJMJqEqs@gG4zdmEa}BcyrW3N1c4=#CD!frsHkwWf{1Lbo=%YcrKym3aTLyT8_nZ zR5S`PGBlq192p(@mT?_@(?hL6lWtGlh^ zv>UbkzWhjcMR#<7k+sIL@X#|zlNfEWSN;+}+#W-+<9HNRr+dW*mv$sVZS4j~k$ZKQ z((jT1Y2@fKZ~zId>&~O}W*%XNoghZ`4Gs_Ifgsw4`Dv*0_u{{jbA`F>**NUteVrK+ zPhzKfWrrI0oXf(G0MdhfJ7Y?#6u9I~BhL$jBW-Tf zp6jfK$`n2+n0@1{I(vdb=g2`m*;m%J&q;gl#f6_eVZ*7L?spt2-b;$xskZACT=den zX-SP9`0%8mC0e{#RH9r^XJj*edvUgawI3c#t)>HQ3ubmHH&Bt-U)UEgj@~LaXqRU5 z(Vur*j5Anv4Y%7{OX1LgHTvbPR?yxDW-FG9;7US&U*qwdUN#}Nn+or4NP<8ffp?n@1<0f0GTKLid{W3nTVK5SJ+ z4I^yT&=W>IRF0KN#dCDR_YeOep$xx#RhGJ9hqP;N#} zZm&6p4Cp&-Bs=ucpUb?4m4pJ{=?s+;Kmc8ZyA>q-v8db&pYUEg9&bX3rG<8A`apkx z_Fzvxpg05Z#yEUKJiy1P;{($a`ORQ4M&tWRg?pBaySRo^um5!xlG=>bF5zDd8;e~Y zIF+E(DRYfhro4~-gQ7^fe;n6hx6{$>RVv8ynR%7Uki#Z+4)~o@bAJaUi|Ji}^Gn*i zp(W_N_m_pcmsWPv63%cgB19H$*xRksw-OgfI$EpV!R)aV?(!oe4PUg5hyq?ZRBDNd zz5;XZSBIVWomrFlRD!oDmW8S|p8fSIU>&*pykLJ+ahqn2#s>TXF0O%;ZUQ=a7jboI zW2^zx3Ehc4#SV`A-xsVgF9w~Zm26P}nXj`VaO+0o^`I-oJ}H^bH57g zL?vR^N0)xR7e#)B;09=0P7k%#zuSCg3TUA(9{waH&MVDmS>WKt|Bd1gbv;1dK-N7u z^kuI9KO+dAa>oaRTa?tZl0b=?#SJ{`;CCkPM?;Lsfl(E&IinWNZfE+4(~JEQ?L8$9 zfO#2Bosu)QzBnC{-XDEy`Whs2_DNdg8g}J*e+=|2{$uGGhm>nuwtR8D8{3F(Wb+x{ zRyW!$eK`=3Sojp52$`AeM5D0tAFQ2!F`|9H02rC!9x)>e^soD9Oje$_>@BL`uD?)0 zhx4wEx7&SAaum_RNNmBsG^8TL&4;^>?wHt3ffV>0MWaT{wHNKaBQ7zg8abGwj6Axz zC-$yewpu`Y5QKhRx=G58O4I!#!&IXb9!HKi;?|-UFSr`%Q4P%b`YQ5fe=iy5IrP~y zy~)pGYcfRDQ6V`&Qkk{l`w&|8uj6`M0{<#uUP&a0TFVYzVD+JkZN(?8ug;#MWrv+a z?+pUegK*JHDofzD!_=2Dx1ORRLhqxfllzFfhs~ zd##PF0Z0zx8@N`SriS!2Ij+~9lJ5gAoOA>Spf%P0XO*0G050f%D+%2h{BNQ1$<9#~ z|J~{oLn*WS8|ZC1c9tPESRVmu5x*$Tyret2C_I?{I%WPM*Pj^5I3#aFZsQ~2(Q3(w zXsO4hvHrJBV4go4yilL;-&}>0Q0UCrs+Ffd+H(3eOxtFQZ`70+T~^wP4Ix>%+r6q% z=fNES0JT%bRW#-8bMwtr9_z1OQo6}x3>-K&oq|=-z}wvOUZ@6V9Duk{3^kmpL!mYq z(ABG)94v$5LvJ~MggpXSldL2oCMN{ru00P(3cNHXA)Pz%lzB8xXYc3t&|zpfbkCC{ zjf-pq*;LJbT3mU5ED1<8TUSP$TL%=}l7vHze58}5Wz#h3n3oFWhL4AkEpoRJ8_UO# z0uWb=n&hxil!F+?X!PmsoBq4N4BJ1#ok3A_a!rq(ppAg{-k=@y_z;Ss>%iP3jU|t2 zPs{i8N9MBbRE7dG`|kBauq2ra_$yo9^}S^W%7dKEECTAT7JuS!16%8558980`+@#9 z@xJUjd&{~M=i`D9hd@-zl%PryA~4{IygB|68tQ#J{Lwwn~i(ipu~f8MS8a zaj^P66yMiia@0B)u`Y!o8fG`eS&ig$$HeKU2iZbuk{>#!sa|z@Hljv%p5-*W)AhSD=J;(L_^}5HZ!+^W>HBSTp5ORGWlM@0b2F1>jjOsja6|P zkX;b{(#Z#a@PBf4LEj)dc~b@5JidVoW{d%TlK1H=Mq&kqxhZ~%A@!zep>Q25-`9s+ z!57m}HEOBW&s1_t!+Y7)QcZ_G0upZA9n2w~maRiC;<6Ld+8L5V3fuZE2oa(EBc;5( zwbY9Zp`AHEGg%v0_0~utA@dtN$FO9|G&S`tMN7xSjEpv`8P0KwnyKGWEr?G#$0v0R zVH-6*h%VN^F)vct_A+})ZtR5JrxE!;Li-L-?Oyd_*gUx#_#=E{%@0wqWUUFW4y0(Ry6f(er;Jw%Cc^PEh^q!`Jay3%~iUa@Ronc z7F?`^qhBV$OT@n!J%Fd&oGYz7I<}kv`~AGCHOY=FK?KiUu+_p_(-N6y*9xzN`X%pB zgWKFcsyXu1czTR#8IV-IC^thZa;Ta0wKg8Zi{S0(^mKE>v%5nt!P}#){nRZRVO#$z z80p)d&ggC15Pbx?X1gShr_tK?H)uU>`k~`x6vwimQ!8Mv_ z*gVi)DHZq?pzuGtrV}SZXo1&ua0IjiK+bdr!Z) zb)%ZA&XYnj4#oS+0Cr;Df>k}^&@{NtPOkFSQIn&z#4aKhq|3-`dCl>I(f6{L5==mv`?hCN2z@J~7 z-m(iQ`b}MJVC}f4{2Bigv!q<#&20gWxM56$hVbGC^%MT6jxzYl*Y z7{$(k(qC|4B-4Wh=(~eE*25N=vhtLI4X`q=%r}>ryp&3u>7L`~9>4Q<5{g;tgCP(7rse*!$O4-tK2&Nj z-8$j-r!p95Z7d;bteC^QpNV)0ENJ_UabR87HbJy)GpopmD1+z^!(v;HRJaZnC$@&y}C?2Y@}!Cna7G0tXdp~HVPC~IEH`1 zooIZ4hyDE#DGF;T2(OQ3uORbn8$Ikqd1u;Sa>BEFrNfCsfvI~qu}zUpuv zNR+6r$ldnpW7@Il7a7-qs;;H0D^)nxKW80cxLw7m`MT~cz<*<1#@!ey`T73!w{j)t zLy*ZkOR4d5oT2gr$oD9(lAO!egicqk@^3(1R_0b!;YP+HFqLQAoZGq$qzUrVCAR-w z7%urf4H1cPcjrs+RtS&(+-QU`ik95IS*QK1K9Jje>^tIf>dBuU!pwG_*`p1|3TF4E zRJpGxk;^C+hV(oO4B7_J2(>(ZPj}1EDU;jHTRXOR-j)^z#ZsUA+_;)(`&;?_Ty|Jf zP8LI)HP*tBQ@g6+ak+g~4nH#qanl7Cs`31&Wtc1JYPK$|2q z!`{=1RPSizv+n)e99fR*OTP`8HhZ=)a=`U3p7jlr*SVW?bH??E^=Ln-um2D-O&tTb zgWi@D&KMR4dRPqm>2!TkaQ^@v9~dvR+B}b#c0{Iyr89O*oG9af5L<4f1*k5zPELdm zG*+Kv0;kU!FQKz+T}9CFyl z_HtSm`!7vdHQy|MJpI+_Et?%!fVlPCNN8&c>8L3Llaa+(@V~k_cQZ6NbHg~kP0~zo zjG_6|a(+H9ploOA)%iDN*`*Up&tkUOe0Ht10zUVWSgrxmKh}BYe_o7O@;>0}a~bUV z@boD&Bmf;Vy5l{P_&Ghr<-Uja)6l1q%ru8aTX&PmQy~_{hVfROtt^*c)6E!*nHTq}<}@IPmo}5FUj&pwCZC_}&ae11h;Sm5 zCd|9JYmJGQEW}@P9uReoJ}DX2Bs_sm05*vN(4HYz6d=^0#kVD_ViN;pqvYsSy7X?A zPWW-;sNXUkA+~b5#WAA6^EqmntyToM{9?0LiF3W~g~?ejCqm-U=U{)d2;f<(5wihI z&Aql-#q?b_w?cVs*hyuni<`Ka@u;X+>QH3taqK^Z-7!gq3DkVe){{X+1PL&+*0(Fe z^&aNn4)qkjE1MqIRiLma8NkOHebs|5VeDh{nDn$sK{q<^p`l)xkLe>=udznkIc}?} zDru8PXAEsCt2TD=V}&})AKcugx$|9I!iV>AD=XSvCMSu#z@sm5IxpTxZ=|AZX?o-7 z?}`$sz`K}1K0ZBdcfuJ-+$Wa8OG?A<7b{mpqk7sEen`IYGMs+&_8pF7s^>+pxBwr9 zH+00DIBVqUX<*j)Ts%I8Wi;kYdQAA!a~2A-YKA7qQh^WvW%*32!Z~R|2;I!Z&L}o< z*L!9z-8WI^h_XfSqirnMmF3;nb~5{Z)yw7LvYjg{6Mlb=2zs^IcBDndT&egix8~W^ zB@~G6CtWaYv+z^%JrKuUa0`0l@FH+UZX&uzAf^0ucU*%~MhV1S=G{FHTOe#Zi$iXh z(e+`678cKX1)CDrIaOC{ZZ!PaG%@GB6K`ZWy7TkLmj$!`McI2tHPN^0!XPS2F)F=A zK|w%4q}Pau6h%Nv=uvu+-fL_K(jp?Dw1|jwklu;(PUsy%kCZ?{O+tv@Jny^r{`NlW zoU_*XV^&tmOn#Hh-1l|2>*8Wvd%E+p33UV|?w=x6ibr~?xuVQiAe+c6wiUTw@{i_6 zmF?g<*^4UAiAo*CK!#d8_0>I%w-no52J#?Z|4jyJXZ8r}>!w{*_PfOBY2+{11*(8% z@y3u=xjWN0tjw086?y&vKw-d5IXX=YSLm^oRt#&O=5=#WzA{S@!y#z{^F46c*UPJp zl0*(w2Tfd4g`sel=V9|{sU>q0Uj)d!;hG~AIZ>@^dZlaDex_z~6Zh61hKck#7u^lZ z1M9TY`?*LCoLxQ2t~wjPrS`M*e8$KtrsvP{53}W^zYfqS?K0e=7kcGHv)Pn?e-5Sd zbc_yo@m$(QBjPOf6;8z>2=o+IP3!dXje35h^PiD!Ajr053m<$ET15Vn>C9IxWQsdh zhPHA8Nw*XNo#h;IR&u(~_e5G1uzSmXm=Dw&1l3&}pO0bVT(B}WI!EJB?BglZM6)0f z-uCq*yeelJ$9J<{1Ck)qy@jem0j)ov=9`4GEOI&Z(x`$rVvA-upB(1~1aUiq7KqNm zJ|E_K%AUAncegN`b;q6l&9NLE<#D@D`_5ozR|sAoPH!ql=F2S3?aDv^(Nws-c*d;C(zgVQty6p95$1myywv98Fg zt~?Xy?U|RlGuP`PDGW*95UM3!Z{MTSM#*Jlv1JVLmPeEfk4Ku;5bpb?^3pmjDS98s zzyV{1YJPJB5ycPXy>G3~I+ez3~}>o6A%C^L2Leccw$TRYI1tHFCZ zmwOnYK9Jx3Z057-{yfSVJd+BJ;;5M*KfE&264*XSV9r~}qJQq%wmN-@H&duw~`D0Bd8Yx!0Yia426o48Ld|$D>hJqcM}u@ck|3OmhJER->_kpL1zX zX1G23ui~IwGEd6Y7%^iL<4ew(yg1I@!=i?%DV@Hmw1B?Ek)P{+hEB!b zrh>}ldIzd%d>0*O>cd3!?o^!aG~zWJ108jH%T7>{unqH_f~bxfF8LKcz2eZ_$pV9p z5G`N-L(QS3J)+))Eb;mjy3?E*pUm`37f*Ke8Yj0V`mBQF6dsg6$!dc?QOf;++r{Ji>$zW}77kY{d#+jm4FLn%|sS^dz)qE-dql?I0*@r9rbGsU5x;KAjSjCmFuWz9K!jdZSKR01Mk zyC+n+t$N4W^#aF3{9FpX{MoF~@cR=rZ<{#+Z6Ao;NM7E2F}M-LMTTZMFG!3Y#Dx7S zZWPV_PE$3GLwwC}ZMwwX)(W|*46Ql#biRu^$0l#D207FF$}Q-U9{+;e)Y<;mQ_%7 zZy^CJt+sfcCF;jUr=z{{{jU~4_w-C8PPCw?ur7^g%KO%GJ^w^=0rRP>K1qvha_X<$hy;9mSRWX;D zw_0(Yy+s$e6h!apnXmhScr}?CN~$`5xgtn*h%%K*}usT+kfmk{^O?)5nFwAIFqP z>9>4U(EN&f+Jn>OYJD3hk@p?VS+P%ghd(nQ)|0p%`}#yd;;d5%mrZ@fmG6_!cswFx zhi+LEKNu00b2H&dE;e;mz}6_kbk?G2WFMzyc!Q)+Nx_(GU-6H zZUvgluh)KZZ}94}MdB&07j3%w&Jm=_N1w;v)Swg1Q#u4t(g9=|wR|q64fVl4fIFf{ z!lAuo{ny#qS5nMG`Y`%W1()|B%83Ubv>dm9N`DL90;`Pv&zQZS1 z2*GhpAE{NFs&Z~r$;RFN_#`Ypvz`)_!FDmJWft_h%Ac}Rbk4KS>=c{*mZ}Udi9NvZ z{K4fD+w}D>!tNd&m8Jj@#t#f$SArva5^_P>xltCH)$!#I%RTW`HP{_2+aF|wb!{dO zaWrdAtHsv2@uzD06$-&p+WD7nhvkSL{fOV=kUTWnL$teArDeeRmbJJLo8SNkKNhFC z9Ydh&xjbFL-0?&(bJLrC)pc`An>zb~_igPebUku=m>?BeZ#B}-en*FMO_P47C-yIm za`fqWqS}fP!6AmbW@mjyE`KLXbE4K+hoJg2W-ak&KL!B;h!ZrRyEi5VW*v>E#*7CZv@=z(P2=#=UM7M%^JG+GKNb3uHtLa$0 zP9DNWe0;72bUE>P5U-RLbrX1dhQbREsf{ranh)yp5Z*+1k;I2eiL^8JbO`g(V)JvU z8l61FLFnJRA0)d1e?3{S?DbTmiXOVb+_sDF;met#w?A7tx<}4E%gbfE;Z<`Kl9ttX zsrh~FUmAAmZ|a%T!bZcNF8tzEwVzfr*4P*H#Bf?q{S`Ki_!rij&X_j-YFnsM<}2c( zGk*_T8l2?XWDW|d6g6sl%9@c;dC|om%tU1jv|U_(&7QK90eU+8^10=0|Dksjw4s&I z8N(8Z6r1{AGi`zk6&^A#u2BCR?!pj*$Hz5N;=0~t(OCfnw`~=S`HRiCQ=%rWXS9UP z)L8{|U75-EPcYWh{D=>KQow zcKyYa{TWn>HhBzah1%vF_ z_F(|PFgdY=9|SlZXWIGq$q}JRo0&J$3^JxOQXkzY6IM7b>PqPkEt~BW+qhe&%b--^ zNMtQ>-K5^C9mn{VH+0XH*?yARGP^fd`R8{98(MJeD9 zGcDzwLgPi0=Q~glP1=iw=IR2-KDvnv=C^aN$BqWHx(8ZrW5l%;Sa)xxxkGEaiy!kb zzsVQ17+T43nhgwjzUaF*Av)s*FOkl+$s-im{cgonoU+Q&@XM^P!Az$vM`_=3 znn%YDWpa5#SooBnx{9)rNsl^j$g@eCa{jn-GCJnQHWb@KuXF2vgMJL{+(k^6zo$OY zKP#mrn~JVOR_}I=6j`eJ%#Kue+`O$voVaKIurSE$%|caTkk4z%=J@J6KP+m=OwN19 z7O`eInow!L*1oRZAj7`Re~Wj8SU)`K;qGO|&0xBsjNO<>go8V9YNYf-4>h1?HoO;! z*8xYvtN1GA2+jne$Ad(snwf8sq~CvOyp`FN1FnIB>wVYcoU(O%9Svp}u>HjXzt9Rh z&N=0ZlUtgvA&c`6rWR)w*9FD#5-iD?#@-aX)biSM*UTe$rA?H$6G ziM?^VSmXmW^r~3)rc7u&db{_i85u+pMuC%rJm+0EN@rZD7ZnJRM{Z+A8RtD%H_9{0 ztewhK(2K*bo8Y%YCSL^>E=7I_Ws07`Mjqn$Oc!~!xZGMGcp0{yXX)Q?g71s?6ugaw zzu0|(6kqQH)r&kxR=`q3ni|Lxc5jfMu>ns&F7Zz@R6lPo5)kIDvQI<8ZqfeQ8%m_I@6vE&{M6f73$aY-i4SK zq|1S2Rb1McyR0zQ<657#b${*ro}G+8bU)wjSPHW~M6$T?XfC?UF=HmGKHQUN2a@g%_KdS@mGfXKK9GuFscj`%%pF zV_!lYT_(ji3c+u@zT8Oor-yRIT<$y#|@j{-W@3T;{yOoDUkn zT<$rT>u4H)YbWp=QApq< zFZX*8{>l-#L`s)Sr`I#fqM118Qx`AQ-1jSk&x|NP?5+%jjMwJstL_Y;jis zHu+gKY5+&}qzd-=JVX)XL2U}=PbBQO9e>PEbuPB+x;}(lOWoUifn^W7$?GRlyiGwr zw1_PkxvO|km~8kyE=2(wuw=;+`Vzmb#t19)iWQZDUpHtYlwVAv-aM+|U<&D$y>@V% zAIJU4KU(o-T=uyjZGOTM>WZf8k1jvyKJfH~g&qHhuBWbVh$n<4s(_C4ymFj3RH-G zGq_$78G{yuk{C4;sH_uDUEC@s*sf_*2*rKj$30`qnN7TZ0oIBBop0tj-8w!;h47U9l=6YmEy&$(Z3P8rG zPM&qd%hW2$KKA6d0^Pxx*z;Ah+p&a_u}}M|3o4>+3MT8g?B`F16QkpTxzp61%=a%W zg4V3#g5+EO5L~r86?sg^R?RJ6$mG;78zw;3%%sUh3wj0_y&qO|Qh`jh>OP<3PEW4N zlYuZzZOK9$>TArN5BkeJa3Lyyb(G*bDnCwstvdqXY5MJNLe8iBgi~i*+QQSbj+)-=VY6Vm}EcM}I*a_JQ zjMqT{vCx44z?*{^g{cDxOr!mKO;t~~NkBtrizt;2K}v9g?{0j9w}>{=0RT`459&)uVO zr3!2|&`4B71OaNKcaW#2(z(=&7I-jt@A@|L~gXd6hitS7vL!J_zfXn z!NGU8ptXfT%>wm*X>6onSg7LUxhIw@LJ0JsFDAff zl+|2@`bg#U8d1xXzYpLPIOK5og=|`5l zJeIx$loL*V3loC3IEP+Uc00MIS1on3^Mi8m=lhq!4a-o3Nsr#DoVc`4&!#rBV>8C= z|Ab2pYp`wd|1u8KEqjSsG7*ihlSpyG=scSODNSU{kq=BZbMI+g4!^-bO+ne=Sg2Rf z)999J3x5)~M)~3;WP>^NWvH;z45}lHVcIyyxk}8JA^T>9KrD2ps~tU)xZ>CnIV=sK z3#D%)Od!~k=y(pt*eC72T(7!YT`I}&(aty^8vV;PrP4?jbb&xQZ$oGpdm&}h4BlCda+H{*UqQE*M*G*pVt^jHlhSj4JXm_f^T?@|L3XwbSG=_q zAW1=B3L8t8c0uSFf?wxET**#$g`IHHb8j^uv+bJAY{HWFnL9i+{m^NU?K)SX3!;yE zkZ?B5ZR=4vMO$c!=X7pzSkLwkJ2ssdwc8*_0$>T{GD{m~8kj52tOBwMfxMnZP?F2sH^q7d6Y9-Owi-00DpQ?wt8}z9y5cltDL!w0 zT4!<%N@1-rkXVtpGz0J`D#<18dqZ*@V@4SzjL9rxBtXQXH0__n9nF7jz{GgzZzNaf zi$>E>$)yZeb4RxZoEzV=;SO;I^?~hBxTTaRAlJUj`^8;ZH{b_RXS~j7H3i2Ze`LCc zN@MVUIcWR>`~k@^krF}SDFa}j#l9VfE z#`BEq$YaWf%_w7^PxrsZ0)yQ9Z1dy!+czp=SAq6^fYPIY_doJr74@$@)w}+gJeo z74A>jwenG86?rQZJCe2nHZ!SJzCX?i6^mT`R2!sv%zwB(L5wd50lKd6nzNu^)VAiU zB!AKnm!jW5n1(e_6gk@on5c5N%`ROBz-;*ky)K3!L+3ioMS>){*Dj55)3X}V>{_C_ zoRv`#qet`i;voxcV^F@62Lr1VDOk`XDY^j8Oeh|{NgIewMKeCbPdHSL+iRUPY<2I3Oief zX{LFMw;)+1SRG+Y6V7J1jD3?$OvI;j@Pm^=J0_$XV*Cu}d-+hrBhfl( z1!|qxpGrtZuP8Q3I!IZi6z04SFDa}2H2;@o;gKlZz-UWqh@pc(dpc?|>RSZ4OkfE( zD%yN0zY~OwO7rXK(sz}NcU5m!wgki!1_jyH`+Q22z{4q&tKwrb)K+UclighGzJKY@ z5TLUiuhR#w2ya7zCMO@qQtc*(jTg{yh|M$cW4_-L?mPSJKl9JMMT(#a2kN0MZMspa zyb^`;NQ%EArKfa*r_1{MaHt(YyzIvYIkk;iWOe_>l%Azyj!*6)^bP!vAy8GK(h3uy zi55z6-0_JKxb@&KF6o~~AQ|;yZMkOKKj^Gch_ zh9GxTXmbkXLW_Xdb~z{G-)b{M(=CyofvQFs)}*G^ZI6N@ET_r zU$tc;rIR?48ADJ`kv$N6Gku4;x%_SN0?q6ZMK_@0r4_-5o2~*mZ151#r*L0!PTf!%iBxJ^03v7Djrw@+1X41kdpv69>MP88K$;tEq?3h7AN4h z6;FGCAL#NE(00}HM#?uk=u$QixE!TWFW9ft`odqaD~5>mh`l0NM~gja))r0KMo9;e zCZdt0f6&8ke6(Xtgek)8Q^GGB{YW69AtDxsmru;~1t@0?*7gNm<)!^gg-&x(u8g2* z#NtHO3QrtZe=_^mrwb8r@0kbM9*eeT(Otecw-P(~7>`}<=!y$v`MEjs9wGkLC+~g@ zD0i+uP9{$|BJ4-WuI1HRjE723*6UDlCKwkYctzd|DfO_?GVFOU&{A+wv6NC_LI$)e zb3fqRD@ohCw`W4E9>~@tX`iz)ef}2hsVkx+_UqYWL(*(r^(U)GPAiZ6uikBq&8!4U zL_E8s{RV*R`VN)t^gKnGsIUa4b55A~L**JeIPv4U$o4(>Bzm*!y)@8GakohhN%jM- zySAYE4RHH`V0?2o6##_4JP?#RD*!_SAv*))mjnviyGy0i5TOU2%6D=A*ean5T=GW$ zyt%{)c#1z9KY@GlHhk&v3G4)gpwOQB9Z~eKyiOclRLhdTG`oGk?K&lg*h3?c0o*DK#X{<#{zgIeR)YSu zv&jFlAc-6#DPjXfWI!$f9`-^rkb1x0B)4_+ujN$%Gc`bH@*7mr+_jH5eGS~}s&dHV zHB>8Nn-MS`;{Sev%6_{Pcl$3*|9_pB9#P|<9J2ba6B7ki4?vN5z&z1Uf^A8_!ruY( z^wdxf$UkRhI7Xo>a*?b_{NZ94a<RVV~Op&@T=!|$pJ0GEK+*BbRDFiW=-h1&>6NiNs>t;cr-xXxiQaJ&KV zpR_{{@7Ak)Su~pozg$W*I8Ab(rv(2K=Oh6KUrm;*31K_UG4Rz~MN_Wuw2-my8r6S@ z=Vx!uIPcwjAYObU(gU3tKs$l52G(YTQZprg_T2D)q*aU?eoNc_+*WuBs^${yHndV@ zue`vDxjl+X=!xiaG4Ux#9iNMQA&?O-+Lc`Q=hiGW%mrQ}0vDrPLT#I)`cYT&ECJG2 z8P`5=2ERUCt`6j1Z_=Hxm+ninzn`-4BTp{wQrLubslBJos)CO=T&fP9(NYg9HOZ5^ zMh1BaAwIB34BiX_)JUHL+$Euwm^L_DF>otm-oZ|jn{HR!%eBsaXZWGbHEsVs?{v^h#xpI4D;wj8BB4{m#v?c7&WoWzrv% zew3jt$2Fsp!ho5Ivq*aP8 zA}zo3pV_;6y1oxe=9Wkr;D2|o(P;AC+cFa1ROuO=GGQHH8W%PAg!4U%#P}ai22Ne~ z3sCN;#T?A9^EoGe>PxWgVjsQX8+g)Zok_2TpaNp&{5K%=vWK9kZ!Dw9U}YuXHUK6p zmR(lTUbqzjeUnpdi(XfLe*PXFGz{?650-q7@EV9B9t9AnBnM#SWyX*AEEpkkwH9?kNelA3tRO^Mb>_Um*VLg%gX56hJuu zxSq)w9%~TgKcz!$z;qj#SVN6O1AiRmD~gy3qVW9B1v>rvoBq;ttNxGgay$k7*Xlt3 zZFPWAX&*iGL4$Bd zZ#<|%2;58IeJY6ZcGC~_nNmeKFndIXo|%&@oni#W4dm#aO>%I+uHJruh6%M`NC{@S zROUA(3J^BnedxYKw>}=>oz}qm*gs%AU@zFkH3J}n2Ae^Z%S9eCH>BxJ47qpRAFicV;S7kw>r3+m9VBGLWMNDSdBph`@?xxb9eaGQ zDBZv1{Eu-%x6v?{!qbIDlT*FidDBw^ym-L~&{tC*{h(Y~viz6w>(|zAb18;|GvD(j zN?##fDUVtkp4{sKw}Y4irSyUtE5~di7~^%~-<<}Q4i(c=FYYfY6|>K0>e@UKz4*eX z#*0#zeYZbb$Au%H>Hs2=9Z@QGYvd35^E$C``Rby0MObXW=fk`;V$CwmoGZs_ss2rw z!%=vPQsbF{<*J#E#YIv?c&HZ#@DyZIu^%w| zjiy$4=qdd~Ho>>ng_BpvkaiM>9jEx8 zt_67@`XAU<4B`|fH~Eh%L=LL3o$|t4n?KL=K7iKNP)?0{3PxQhTLs&2r&i8 zW>33Wz#TYT+u$(>1BgrG8%nP7XQhzE6aLvg9M{W%y;nunh+JS^VU!oeO93mHR< zeokhi{vfU_5iW*QP|$;4n?<+2lKf(JkoyzgfXlmhnMMnsr#}`lgn7$RSU^h+@F4(T z(diKlEvOga_%Q&fh5YNeiTAQ4m5&6k%={?U2l~Z+(pehaV`BK#CXn^nOZ)Xx zFC%xdNyP60Igy$21cQ6K=QZpwOvP?inn^{49o<0PM9}mL$M9j%wVr@%EAABd_~3^4a-7wD*keajgCs z27^cbsY*j<$tGz+75TF>59G9c1Uef7gxQWj?;2IW??M%9f3`(fn6`$Z+Jli}sd(75 zPb+vDy!tNf@4Pn(<|Z>0L?;kCDU(vZy8mcQ2KCUmr|&qS8s+;A8EEH&MsFhdvNw}%e#hL zSrb}NgS5kQmkc9w2L$#-=RR-Orw6A4f}-s{I0!biL}80O8WHR`kh0v=5e7Yx*?>)> zn2UHknSBSO9Oo9{q9pOVx?vG`&!TX;k@mpZBfCyGY@)GoMsKy&V($d>1STOnJR#yD$^<5+zi<2(Q%13O})>0X3zPwyj{U2HoU-KCq*<#*ROn2`2~B_PcgEP@mXP z4JWrYzc|gIUW2!G5z~T{U+QKc$uiX-9%w%0sp}uTnDAS$2n@YLye!y#%&3irZqVWr zoN2jPx4!yj(+Sdi>-W%tqpH1ikAZbjYceJ^s^u+El`5&q#JtsSDiK3{ChR!ygd$r% zYT~RT@xn{E%s$yCF_7;X(pOdCd|`Y^s)AkH+9F%y36P*kQOZkf}-l zTm?cOFjrg@+O(&cN@mKs=h_~%iZB!0;^Hq!4nVd^F(kD8DyvNB+OWF!bEWQ2pFoFZ zNEmjFjg8y^U^i=`IDGxiGU9{^Y5fSCE=M?%E%m{|EdbuHP(-z;9qmW3Ad-qkcqtIE zx3D)~(sdM7FAhxQ`l=PLe(QPM)Cy_@bvOKO;2Dp1a8{XJrn&A4y{v^khrLUPvMBV5 zT3__<@wOkEcLu{_jT{ykoa=IYV$)c^ve8*FMC?A;PqqAQdGGl|*DIM@FGH;yMrjO? z9x5Lep^Qa=%ad9j88vd>ij+!YT)Fxst9LrZe*jfvvNG-J0N-qq}KV0F8A(nj*t1*$pLHJ)~s%yf5ew$wcX@oipE5Zm(Coxgw{ zh#yA>X7-fa4j*Qu^LqI(Vda}(%|TaFK&JR8`^>5qO4{cqHJxq_Dktr730GW&;95cE z_!(xTeh!d*S42vf3>778m76Zy-;Rs>P1l+*#(mOv1S3v^qbg&3ogsnQXXWUDP)LV@ z#;eQ_ecGj**OKMk;c$<-<}LVD1eORzg|ZTJA@8dGI9`=YE~1M=l`c^#U;t80if$`F z!b=SodI-Hzfr^MhRaffyu1$}K!!kdH{h4YBx8zN}wq1}~Pw7>n7(o$ydBany-1B!p zsl%|}&4v%*z+Id>j8rS)>-}*hNk!wjWh$c6yit{_`f()Ff=^Vo#^!b~!;hKDJqZm& zoxx1q%DenKChg0TpEoSh^1okF+~0VdT4l2PZolw;EO|mkq!*N|F;dKsfPFhe zn?ry8V=73ezifU(>xVkBGevobhFLUIgELNl%?*_0d@WIGL22g z3|p#0tpp2oa)B1#aId;j;wEgd@_LAG-{exT8WQmlHU4v3k&m>e<@Zz8a$;p>yf z{NiNM9tL+>#lp=7Lg|-1;+n+?zOfP%wR}rKKg7Uw2#r`u>bmxvbo>Y}R=gd%U(9xC zTS2d0`SFQkAgC>E+)u>sB5T;JlUc>V4co&Kx^^I~VsT@hKXGX*|HdF~{pV`{f3Xit zw9+E{>kY37gv|9wAAtYrwx?)QtWLQKsvT348zTApSLKtC~^b{`=; znxY4d^G4^t7X|ZmtWK6o>E0eG6IM#Ec43Q^hnVj%s~;tf342zXzr5>n{KKt_!1gvj zRG%PQU0i>pWxEvx?fZRDV*WMf0xpmLFeJz$w@}+l`tEsN4$o}1L6^TYoD|6S!i#>l z?7BFkxGupN2-?041CNhWSO%mKJ?HwE;7Ic@)N8ZP?#3^#So#ctrx6Q}*Z%~&P{PU@ zBmI(!_Td5jtvkgT5*;50I5TR$Hv+dRIZiZowJmU#4S4|4BYA-6in|`hy^Re0 zrm5hT-|4kwRcraMpe+OWl_2Z&jJjM({i&A5TuRhAgvl|SO2?^B3zp#e-dqY{p!~)kU>qll>;`2A zBM;fgAxpCzDOwSAbG?f3jnF}?44>lIrg+Nf#bRBfA4}pndE)SZU3Xyk!G32CAR-YL{hmuN>-H$7Q0ClNMb-v#`lv07J`poF zPD-(1%9Hg6ZS(Oo8QRrgf&E#(%bKo zIL6@R5Xr>aUAK~%Id1cCD!}bz?ywtd{@%ak<-zP5N#swlT*m192bKpJv0j|!ezwk8 zy|XEz7zx|NmTyly+x($*VnbtMEY|@su(Y!)guH?FS8qx#1u9RDEfJINm^X$y;a%;@ z%}3!uf=>;i>~SAOJubqkGm6^8u?#*5WBVNj$)qG%9DkGZl~)Nc#(K#v<=DyLwYnrG zL$4o)nrHFGx3&!2!!+@(os#I>jaB!Vx`+=d%pr~uhfNc;=mC~J+R|7m8*!=V=cfs6 z#Fu`d2(1;FgMc;^mv}xClyTpkN63I8)O7LDxxqRoAFLoMDN=v+}1H zcU&~vFF&WL^!cdtGhmZ*V3p;>S>r0ab)sjvbA3om!^ER*=U)$UDQ8)bc_rMwb2&D@ zSgmvlAn>fc*pbS;%Gdy@PyJ!qKZiAf9jE^PqV0bcZ~xyPdB8x5@BcaUv!g_8^<&l}o3TSq}EY2a~z z3;&JLZPoE0$NbsZ?j^SM*DIFfGrt)Qf!>7k={2fn34Z;X73^cS`gZzLJW3ADL&WJt zK8|I0o36UrSXNATJz_OM|9nK3=*k=~H>uGi=vk8Uv&Rl0oZ+C{XK(Uy3(dvADL#Rj zPUhM-kuJ7MuLl=^(#O`sZRFL;+WD_l=Mti5#CIAGi}l!@T$l9NUCfoVd2ug%@t*>r zf`a}kTQPM+Gkd@MuiV;agYK;5F~E^JfK2Zv&HhvC%ZcwM@R^A zJnm1-xw%*5St(f|`)C*?RBT3396mU(npoHUwx~5**5RU=JG0SOEuZx&fA9?S&J%lW z_bDGky@x(dGm}v^Gb4I6oGn(_0zWJ9H|P7KCvV3z2>S4~hZ~Os&Fy%6mhkjE?Hp`P_v2cd2#znla10-C9x37Raa1@Pa5SLHHx@tpBJ%dY8<6>+aS?C1{k-g8&^kwExS2B#lQb5)0yMPSCVOqMnZbC$5^&-3-#y-%mqIf*PO&xX?EFMF7JDqSZgF< z>&Ogm-Ebo7ni_DFl$lekeZgsorBKUjk^#i)P*KEu6-{b4UVgdZ)r-vW z_+sFDM_#GbLTau!(&*FLgoN!j;tiZ9vQtb%xN(+0?;Y1DC*}S@A@Y)D29R!-!B3t_ z;@N)&ljo=45usc7@0%+v{5NXGuO$hZ0@IS`;mu7gr7us@nguuDSAn{S{=kp<*#*s? zf#=tRoh;=)tTt3%H;tzyf%sepvdx~FY;!VuU6g=yA0aul^r9ugLPuPek+aN+ivb;s zLAD9(UG2U5KW=;4CizEpl`%1gWiR(gEkE83LI|MbP>YR<$47J&rL_LQDVgbKKi+_L z@?YTZc0!GWa3NI9u}6hJNeTVoqi`OJc5r#k2W2TQL2bwIp+<$9jX$r7{3b6q-yD^0 zkG?C&*eTU1N+6~c2KMQ)A488h*n5A!^WQZzdsG}-s@hyd=GRDSWTV$^*n)SjbwH0k z)$_ULZl490h#q(X8G*xRH{cSm6w+A6xsc%xox*!LWc{b2cL$Vvm|V=AIR$P}1p?3H zfeQZ8*aBQM)rE`TUzNxW?k5c#nF)!tV6+Tb;si`_h_rgIWR_#Pi^CVyE#Fs)rZf_1 z@zkv)|H=v%4$wO6kzn$i5ZlEbF5%Hsa>XJv_I=E9UP_2Kr<=``#E|XQK?&EW@1_~< zj^5XP{9ZOJb-{6?W4skJqakqUUbTX%N@+_bq_jgi1 zHI|XMflF-ubNn3uU^;W-l?6+NFDojz^Tk9|YzdzR8XtRJ}~qSx54eD%g%pLLxE zGCBQ=Le}?i`!ze6No}G5D(eBN9E6&T?4WzySvcZc@UH^?YlLwbQ2euKWCgJ(~ulIOkG-*xN0tgB$FFzX)Op1@3z;ff|M_#}oF%|}v;l;TxSY#ydhM%2GiR{Kgf`3LOZh!$PXo-~D3-&9zk_yJq zIiOUx0aFP4OLG)4uB@(9Bo&q^wDo?jYtwa5;_!p`mkK2}55r8Cw4OKfUC%CTZCD?H zC9*Y~N_r(Wxesb86#N}*=Q2?`-|a}AZOz(jEH!lRN%g5tU!-;8Au}pKR%P3}fiJ?g z>IA2v87}fJIfbe3kHYdRrtIASw2Vy27c(G||LF5}BzZ-wmlHLw;;Dr*)Ns795*wzu zWnm7Foc?OTwO;+QQIW-c4Tq_6<-YTAJpsM3z~@|jsNx!+hadXj-M4SMCsT1ggO@?o zxI6#oRaiy5Sm20OuQAW9wwxQHdN3EW@7;go|F{rXJEPcDwk){j`ZCe3yzWZDA>%w5 z@{nV_U&}SAvq*fNT}Ai&ZWr6t4?3Dss_C8>iKmfGhP9&sM=jXAT`Qwh|FtEbg{%}U z&~I#}tMHT2^i`OKxKAwk#K=+80T+8%^4qEIng5B=P+*{haht7t{*mBOq*!jCkLM~V zi_i7@NaJl*u`8sBrjm~dp!!Cyk&>bp^lVj%B3DG?KCg@#++WGjr0ht`Vv( z`!b)7Sc3FsRHrxUpS#OkX_KyK@Px)ogH@mQzc#i%;4^T0G=KO=%`rQb5q~&Qadhwd zvaxUcEjdS?jBabsz`?-$^p$f1!gd_hMf+s2oze(6{(%QSF{(>0x>5amVEFl#z~W;o zOW~zgNaCR%tO^ihMye6jP82b&{9F?$CO z*|as&;0?R?j)r!^eQN{?2C;6Ywah#p`>ImjfLsbaF{{ul!Dks`U(r6hW&xu%kYXom zO7_nFq~=7xtKGt+4M9P!}dCpN3wae^E|-x0O&#ZLf5 z7>@+sY09#2e38lKKw5ahi(8}{K+@21WoszJaRgA6mH4S{@67Ajnb7&_oCc>p%_6O} z+KIfA|B>Q3Kr5Na)6BFrK|u33T%V?E$$IO~n`v{+yXTyrf3>>q4h{;maZ=J8zYyO{K8^ zkFocRYN~73Mp0B0L@XekAfPk>5kiMp9(oB#uTkk;dQVgolokO22_;nNAku5-NbkLa zbOH%Akn)`M?)~j^zA?@>&N#o4A0e!)IoF)myzi^rdr1g?^C+p*QO+udNRGb*@jKn{~izt%F(}PhZm3TW9*BhEv%VsQgr7r!qI~X1v8sd{JkK1r)Tz25iol za{W1OX>BnnsL205A5J<#gOyj)XCS)oq&*L}ISw}@bP`{{hqy$^Ka?IW`a`?SEb8q_ z?9?yS#jGljeyc37Laoo2{~Dk0IuW}LtN_g%K>%>m>1##QFt@LVTGSA^8eWGJ<&8e5 zrnx|^$$y6o!AFgg#`c@jE;a?hX5EL!kd*ko;PEJlv5hiY@^8qSB@TFJx^%oI9vrWo zr?t5!S4?X*iI;!-t&x?G!-9d|MN(n}y3_213p2-F#enxs?rO} zTQ~dXqg^mV`(gfK@PnQ+9@OC*p~iS237_L-pUgjxW!HOvb)fLK_6HJwjB4)FRnIxU zy9?o?`PzP!)ng~c>pY{66|j<-w>I}=CN=qx8DLVcY&QQf*%f{oDnoTx zHy}3WM|3OhsIzrlAUjCQa#l>o9M^SQtC#lHSm2*E_Us;*u6oqkBBy3kA7al@vY)M= z4Mo{wn!u$!FC@nISM$T$*5)Fd``<}z#)ftyG=kgt>Ri`A(S}|Wpvi2OGYgyi6zON( zQhauq;n0y&8ieC?S~Vpt;ExM3$7-TJZ%UqZ4*ZNU@gAyj z*{*+;!HH~gX7ig*R?E&HXgpzxK=#(}vR|$IU})^B>Uh7id)@f<8|UAtj5-18zyD!5 z-hE}D@eWd=2xa=s=fn8^@2gN0mE4$G3&neF;KA;*>qZ}+3bsX1JrmdbkA?>Izxmt! zpG+Pqz%?D(W_IO1+v4|pTA1!lJ9~Y`E6kyph(N>XO6IRBpcTF+w*1fMgvJHMM{hBU zZ{jadq&ri8k3>CyG}sPMO<6RYopi4TM@bHFe%PGAtIVd65+SBXc$;qdN~rjIefDE- z_K(h)#8)+VkQE_KfwB+VUupZne;hk`Ay;gaJZvA}m6#;I>PuTn>dcXDb| zQAg-xqpZfiw}=lgW+!ILW>5`lvu3mAT()PdyfhnAN#&g_E6H`0W%d1KiD#_2ShZ9X zRqq%yIe!U4mYO>^oVS@!WZ0}pgr08;gDrLtY5rB58#5l$`s(8&Xbqujf;8Z@rD~&4 zP;~IakWBR>`j^`2Hv^fq#CEMZLLX!Ftc>wT{qBsa57ZSZbu-Hk<4+2{mlUKqg4wfi z(w3uhKs)jA-#i}!~L%R!@sQ`zt-vykc}qNaZ@9hlCYD~m|Q`ScQ`0K5r4j!jri zJ|15mU=m$1ZRSntt8xb(XhY;`&74yRAuEWPvkz9D4zyfu_+ew0={SErm#VtaC5M#< zyd4qRY-Z&2HYQG{XJwmE$_?R_GJ*zXIWwI)DypQUzeeQPWE!#8hRMFp>>_+z_F*tL zSi=fdBwrA-=r#Ghf@|ZOr$A?b%7+F37MV%kc2E=;pwf1FXR^6p06td+jy10*2hl4G zOxq>=10kypV!SZ5sK=NKMpsyo2!De8JF-+4A_4vqXwcYZ#w`N!A3wc6R{~QjihIaM zcdjz5Y*YmXNMfTu1uX&1g_rTHn(2b4j%eCRv4|g!MTVSaOZ__I7(|K=3SF!@haeN( z7uIA?aaaQcr#^7q0bLFX)puKxo5=-4A8E*wvNrjV4NIohhcOT~3UEJOmr(ylIwR3? zT03j3Uc{S{5bg+ zOTPB4Oy>Yq3LXZ(+HLwE;9;6t`UXoI!MKPf}2B~nX9 z5tAc7tEy|+vm9ygca}JngR86#fG2MbU*Qirt;aRaRp*XJyUed0L>Z0|68goB4RS_^ zAz54Zl{hLjL*%*!yB5VitMQn$fZi8{WmP0$@0Zt79$w2SfpTBUX3UGQs-#kxa&Zk~ePpU6PJpaHzMMT-a9-pb^@;p) z&&G3M?kgMkm}a!jBcUmpU$1C-HX3FxYJEPDzaR4eOuk;WSB9JPTCe#KEKx;yrPS59 z0nqT4Ghj4(@T-)GbV=NPl3R7XWz&(S{dM9m!1M8`z$q1wlntRtetCzVv3Tf3%mV}8 z@*~wKw2P~SdAk3_yNiu?lo->^=X+CEm9a9-Nrh^PnW+4J zi5>(w>}RFA@UqPHfK;Y78@CI$e`|2Dhlj*Q+rP@=+1RtTvZ$Pc(1W*wv7Y#UshZ@` zB>xGG6g~MWI$&~Xv!9QHkL+6iZ%E6iOEU+*gbcPi7dYpMgGO zaC$&31(%O;8RBsC=v+4&2s-V9i`PB81kj8_+(=w5$gvbw=gBcs=rWA{T-sr{S%gZ4mxiW%qmjeNl?`kusJ!K? z$`YrZeGae-7&;(3s3yp1Bq0dYhKzwf#_cJ*%-QjJew(rv^z}JG@N#2Ahw2@0;M2J8 zvPt^Gp-m`-139a=ph8PqEQ=E=$>t^m0 z)I|@(xQ}cSje7XXi_1-`3lW<$>&%ty`eyMkvsZV|a<^3c2nUWKwMN+0^Srh<{Uv!yzxE1(U$_0<;W-RA9FN zP81QSCo}B)-ZyKkGmm2pu<$TELdkhN2QR-B4l;|$^C}fzH=>p3WLf?0Ve*{^|9o3T zLREu`o^{~LYRov5JwR=tVdT0>b@}_NOCNOTYH(;gbLD$($6NU@Mm`qqUY4KrnqhUmgWc)pzg zi)xy8e(Ug^Kj33YA;DIebl-xReHr|7AW|G=RXMN0U8*xRixD4GvKbKmdNo9(!2O0nKNp1Zs3faSe#XF5Tu{e zUfXI4LWgm5%to)lB6E;r^PL(#uep9F9E7>_k$XuHs8c>ZXm#POeox%K5kPWlbnaGo z4S_G2jWLEiq`n>{ra?{xhW?trRbL0>%Fo(52EK2Kgf zed6p^8UI)W9#8l>+TPPTQ;m_}XhS7EBvQh+-r+=lFpvQ5*V;G(wPWGT?c0I&J}%xl zo&Jzn7W6rRa_UJG@KuErksc495WOQ#J4Lf%43b~LlKrx;=_Bo^$jYYf)Q&k`_W~JG zs$3WbBOsOHkRv>KPccfKm!EPw8l2)0>cwD`2?sfP@xGle65}rND|szj;Hu(BjDT5n zG;u5~wokYJmL)$7#(ei>DKV5`O3F+9v!riUaHj0rZQU2v8sq3NBpDV8q?--{=}}h{ zhGlYh1gSRO)9M3!u51XHCF6>jgl3F`!tiCETpGZ;P~dXX7h^feB}0JN_St7RRPKu%M94qeSEyo=_){7BPptYD{-M!|ePIlZt&chE`~Yx@wyL5X_Fmnu zhQ+R^(pVPdL+avzZC_%*Sgxc1NUC5apFEpzeFl(TL7QelCVsF0n0^O>uX)3^{cuNu z;ldF$8M!~Hkn}EE$IkSgBX?+eRrdWnH)gUoA}yH7p~}n%APq_!YbnYSSu7Qk{+eQy z`8*%@)R~%wD2r))Y`Q4-It z393qlM#OB%emb|`~;m|J3R?xx~;u8)&DkCwewhfd~S|N8z+786G zDS?1Ogwy=O7?ZeKH~XnZH8iS?C=`(+Reuf|Xs#FcZ^sqhlrW<_tn{fTRwcU5)mH^Q zHB0aCRRS26AI(TwlM0%veQ&Yn?>@I7tH9bKsF16>?Akr&v+d`!e$bos^=RK*Ffzm0-PZZTZ;L&0W~MrF_(jY zz>dS9KsO^5f{FTEZ!zla`zItX<_r3$zu5bJBU;_VH<7#M58+NdgwHNh>2%|~(57EZ z7h%^bR}<_%@aa>^Uov!~);jioB(8mE&E*0mdZJ@P*m+7NkpHRa#Xq z`T&kKpcI*}P=q;uu$pD!Q(Eh@oOOh?X7Sq2Zq8-jPxkG|@zl9OGs}iY&JpjbH)3?_ z)J3Yt3$B{oZyb+wQ&R<)|EyN3 z#qK--z-b1pK-PQOnCJ1Y^sU|tX^9)`GYcF4lqu9dhG+~vvzvdfT4lHJ=*GE6`b3^* z;H2$X@PNgk)Yk-GVC_CBdb$HS+BQon=_zi=wm1YUv#JQO-ty4zpU&qvEl$o+InMCO zKvCthcuRh-v}dH^stivT7*yQ$0QSHiy~A+#?dR^Ode|qcd+scRi>~pj;$0N)oEWJx z{-b3*K~u{lom-xImQXl>b9ssIvYB(Xo2PJo0g^>7X;r3a)$!YwF18=(=$?{JmSlzw5a@tQZr z8vt9{a{Nyc*zW55M7@kD-yM6V6Xq7g?b6I;dPQTWN})He8?oGIJkyaP#_XV(Ay~!z zs*}jget5elJox6hD|yADc2B+ty0E}v&=9IRHf+h+&S%ew7&_l5&K;v~)xcUoE>8L! zm4vIBD~`C+S((C~8(%9Rgs&zht$YdYi~KS3gX5oYFSH9H+Fx?3r`Z50s_Qz#nYLJQ zKQ^z&>s=qmlhO^BV`>uK>JFZN)n(~6IO^lb^jzF8l@Lf{$be1oO9IAkE#Q-8{bJ`W zqsNC!2gb5oSKj;5S8cwVp+98E>F?X|vubMN z0)Jk0%Fr;+e1^L80ZR=HX^m+jro;2q?}hY4SomgP%8Zi>(@jYIQ+4i>()g8)NOD2R z!g&Uv$W(P#4Xz6lPZaXziwYmt9ps;(@n z7`q1GW55mzvGN!{XV%Fbr2RNRF!V5Kr~3#vN{GeXOf~9Uc1})LXHEY5Fp?`Ly~;?_ z0^m1R9glD4D?bMb8dVfXOON*iX>B&WI1Sh);LQe{3FA*+)|A}hJK_xA8*Dc2U}gSE z^u55t41z)EKZK;r@`t{Q+$@T+Oou})SH(#$k>46JJL#NoW=04(E(mz(olX>m~J!Ma-YkK}m_Zl`G0I5bIr_d<|z9gLUpN#O!jb^cD zO9goUG@-r;|(C}EXu)5AaINsSsTs&w-YICg)bgvnL_S80vA7EVE=iYgB$thCKJ z&r6{W!DSV4f>qIJoo{y+1)p@isBwwtYnmiLq<2mHEo?*CDG&}mF%V0>oH#cK_#2y9 zDkhA3sm$4YZ7<;bBFl7&X#?yl@eD0SY@b{d7BcPiNw*sBbowW!v8x+c`pNF9%%(;0 z-po{AK9raur5ZN8ZL|1gXDfU2(zZc{BBG&2(F-^YP8B8Y7ei$Zy3G!CJlEHgP7{-P zT*-eCPXpsE63CfC9Zc?83_mDLQ>F_6t{bkKio0T+a&KoBBvd>&&`(-+pl{6d6RT~N zk7XF{zI@nJxbT8;-t<=jdmi-xLx)`h`WoQ9aC(|#wCUNOak9OO+5|h8GW`$^a6U|( zJZOX6R9{)RWfXfR((zL*n|J>K7N-4e<6hRfw#&(}z0{j8rv__AqN9;xButsa_Q4Ed zjolw%5Y`m{@zuGFhEi${%W9gr{F@b32BqlRFAblR^))>@KPFb9m~H*%c&o*SrzX)A z(%oO|M>l#hCpHb=dQlnMzn6KDjcsS}k9mcmjU(4v}C@$X*oE&9QN%OhK9VuMuahG4cs8*KA?Z5# zFy6*`>#D`O!yx28A=|5nDENKctD4iqhM#kih=7|rKmyG59~zGCS-rQ6MKf(=isJ#Hyum{gM4Vq+X) zO;`U3TUHx_M8DoaR7U@@FxyVL>#D%~8uJI$Yf}7JX_V9(y_kQZi8b4Om5f^52nw@C zr@xpF+Q{-X8Syx)u{r%y#@a~E@Y$W{tZFK0@E(+2Eq8D9S#`C5AL-T_!Zq@GX=)CO zh3v+S+kIieJ3*wgcXOA=)H#9zD`fO8fQ43=S)YK;*iu`x%XOPaCNTU!XibIDUpu7$ zIl9mXZff?Aaw~9t^mWx2M}JD?lE;YRATh6TFm#q*wQ}J!D5$U0U+8j7`d=e%a(1a$ z>8jc>0lQ}Xaa749XtnM~u(YfDS&kug%;UgFWbYWrb)BE{e-p7%gffo%?R)&lqPl8u zUlC@3ze(HYJ>1QG{*MzgXvOd#SnyG%?bC%twcbCTT(Hr)qqU%1<*$6P*1A+y*M_eN zC3ImF|5%RR`;acT+9(&>G2vIFN8ykARb_J^n|zzVc(dqIJ zJ(qKwH|AfeE#MRdzk1ZkS|bDZHtb8VuSB}@X4;IKsT6z*jGX<~&fgfGx}Bh=0^Gu7 z)|4tk8l^#tEvtz+a$#``=gxTbV8$9T^bW=|b&LH`nb83C3jA zY#X&1)H4$xM!2Th1^W`Y0%DMVv3pw3tTwe&M-tu$F(U6jj8kX#juW@zuLF;e)bZcb zMW<|1yaEId|6#BN&WNj3@@bgftSFoK0!Rcb-1boEXPSWi$84wrMXcyN`672;BEF^6 z%W&KaH9X;_q;Ij9{b-X?m8Q-q{`KY=J+D0&6iCBpSEn5okCJ2a^*a8U*pfjd|KN(f z@Q_Zz1v^pBf0uF(^4W|lyUt4ewMp(KL=Lx90{8bD2vH?o3jRm$r<2^3F`lLd@=vPg zgOkL?1?QeY2d@!*m~H6v#iWDL&Vt_|`%={%^8p*Q(7w^1E9u6Eh4mpbj|+WC-5&#K zCnKF6K-$NRzlL@hWRMpcxU3{-bn4G)_ND0hZw6z;6u6qJtg(L#HBK$cFu9tx?i_LZ z-vnRFuzM|*bh@&*Cs9vP1GSDh^|DZyeh;NH;W%m8CQ`PvZS^TLi^winy+k>va&B`B^cF#g4?{D(NmP9>P9}KD6Z1UvXD&Q09Oo<&o*-|z}F)UzbnOV5eIzNg= zTN(oYL(gdtU0IUdjS-{~5>_l%9>gwYv(RiCS}_QA`<(1Jk^8mEf3nknq}}M1*O`pY zUzEGV1@sKToUVJ+y)e=ER`}b^U9Xj~yraSV-SNEI_HohEXLN-pJ!_Ly$6_}XcS-H* z`#`vBnE8)Jt_McuE>p1sU)u^R&*groI7)6CIlxVMWM9d436E2*kgSM0rPR`KCRbnI zqWbsS^If=38!!vr^Hq39f z8A6%Z{T!dnC$kd}Yie!}kY|yV_{k=zu~${;of(Mk*tZI4sgaq?U$?e z;cLx!TJ=iDsSHV@XWoBkt|Ci4^f{CTHRGOYpVpSM^m-@!B^ATnMqstD%5V|@30I7< z%(#tJPU#n8B(YWHFDW7~p-?fG_rXOx$2R<-+o@BlfK6BUY*HH%`QV9@nMmL4 zVERrV^6eAVa;6+x&-}N%hK_aNfMq-9|3m)x--#gq|K4BgZpWMpurZTA0f6-Q?bJaM z=?)D=F9_F7S;buVHkGw3{eOGWTM&?+MiV#J#IXNq*zl|3p_E=@K$>w}BHX?^4*|Hf z=W>t;#ObR>D9|-?v;vu{T0hB(5PJVV9h?96>qn1gpxh;#a-ya5vi%o+ieS~t3sK?i zvaeS1z;bNa^f@>W7=yHN#BYqPp0kSQM9xN%6WR=`|ijnv#h3MD&h*O*mt+F(arN+sr**kz4ni=Ojq~c>0XIw$AT@OjP+FTS5aSgx@X`T zW>YJMhiI6PQVOuN6vm&JsneYcvxt|Uo0mdpYi^~9zoKL6w%hIAH6_2@yy8#|&b*ly z-9V!vkG!1t^21rJE=_OkfN7HUTusIhKL;LaDc?6Q-Yg~a0LsfT=~f{b!};A4P}mk{ zaC}6B<$3VMNwqNf(|;Inc$m>*i4or(danO1A1x6w5*o&GGGHy#KQ>+ZQ%mZVg_eQv zwKFW%ICEqYY-rubVXG=~KJh65^rKz<0XF7DHf(ay~zs5eexnG!A}mJ3t)Z^*K=fhvm5t!s==SRW08H#)oAI($O+xba0u#87MgI63Szc-8a%X^ z5E*m-)dCtIIpXv{GvS?!*T~s!agbX(XHsXA+X^82YDb*xANfmNio0J4H;5+w@u!Y8 zKJ5u}RV8w+|Zk`mWBulO86!`I(e+x=Qkz#-+d|ob+b%#rsn)31Qb_DB0UE&ClKX1=rtri0jDnpTo-c$9|@Pb(~+0 zBbLLhWT11>mV^%>Ya$S69gKnQpNcA7UxDwMwP;u^%_b~+l!1lb*IR7tFe-}0=wx>;eLkK<9AcRX^SmpZJX77FwIZ<12%^kj11vEtX;*TF;lp7WC z7^0@}82EbdbEcDt<)e~O&6a_8IX3U>HhE=NYmc-b6NMOic4h1tyMB8<<{dFe2Oo__ za=X6jQVt6G`8cokly?#XMl3J?bxt`5`&O7J@2-BZ$aaBQQSJOsdR5;ZzM(sNCqqqd z@M>yz{)PSdR6h)7@m<@v3vm2;XB#uRqdXhw*{^37gjo9(fP02#({7ADS) zhI`WuGn*8iGwmcx!3jI%hWUD=e>_biQ?(dY=gq%1t^3?XS{27W0xWKx0OBViQ$6{I_gW-&R7uNOa7 zpny+i9*LnC7{m+=*-g0<{ z2}!yj#q_7L$>93p+;jbLVVrhXZue}czHj|NY?;cGF-3c*WEEWH)0Buc>O zffJx1>ww@xJ#rW&DEukj|j$iY4hPn z^JO`U3eb=XU1)YZP9W=xn&d17i zZalkl9z6VJ6QFSmdZ2tSKX6Cla?Eub$N%a@SY*85rVTRq_#{szPj5Euy_;+{b_ z`%sj;e))6OjB7F9_m2U8L^^+FbA0F0%&{fNVB+VXl<90E_FO=c{?W0DA=CaMFghO{ zNbdNF!XevbP7N6o8}@?CYRFlC4Eu4Z`&!bTIbPz_V{{FJM|>_l9#B%f6PcSRyLvP5 z@<@g2P_s}-j=OV;CY`Bja_d}E@_MD7Iqa4K*V66apd5$DCpAF4Zp?hIO7O3a%N~0| zYxfsoKSUIo;3ST-Fcy?cBoGeTB6eLlcUuWmUiS@o9NCbcXu1#MNaXX_yXq_b&Htr7 z4OZ#i@H+jJQ~`x)w>Ukw>NQ-HM>3|c(DcVLmFy!76k&@d@CqB!OLs`NBP8acfz@kJo}&(SYm{5MjfZ_7%{CxeJrR*!wZwdBzN}Q_D!TDO zdkB_7H+4K<7z`G8ai_4Xe=zVz&I*%$39wU9?)HVE7lC7zYhmC5AXeh@6>;|+>7nys z*@b}-?Qb04bIgYEdU0N|! z5(B=*oy1Du{8`$xLT0LLa$5K}Yrz`zfgRI}5bLUDKb;zRPL1uApiFo|7!i(iu&+|M zc6*Ozpw<@ioDYdB_F!}z`?(Q^$x`IV4YIJ{nX5WDa|+=k%9)EKg_STL1ZTwWTJ<6P zOJ3*at=qN^_#3yRy@9o#c1Yu>I|IMhcM+OTg0q|U;pkV)u{X`;ze;{9Y;d)1VJ$J2 z7v3ebGabg40>4Qk&#{Q-%9~1Qub3(?q8~SDVkgLM^2hf)9VIr8aenvW{VerAcaSrSRSp~J@M(z%2t#h)8? zRYchedTXZ=dLv@E3~fia7K#Z&lsm+P8Uy3l+t(hylK?8i1f-A8B_x^C@V64y3(Zkd zB^&D_!Zm3=73G3r`Ln2c_FfS|HazP73UR6p=FL|u&8d-+zJo@|e-i&iVvsp2@eF=+ ztC{O*g!W1E8AQ5Wl|kSbqd%=AOJc)yV;?L#l4RHDm6nV~^IorCpZ(LGX|(gR5!h>5 zxs<3t=LvvuLQ6F;@B!rNO67m4l12cA4Xry#`u-nej;CEDv{yc~HEC9?DMbahEk?;V}D|a2*ehHtKV+G+Un6n8n z;4(rh{N}Q|iEAjOJm|Uc{3mM4bs~;|@)__G#ED?q5)jMZV3&Y4d#oMMRiS1l35K68 z53hmnq~_##LG#nK;Tmf!V1g4u``^=*0oY_;kZy1Q0AJQyDG6|fLadCyE_W~B$iNWJ z{pXR1q_88O4=&Y+21PFjZH8l96&Z}DTwN2-S@ROCsr@$}{WLLiw9Gx@v46-?rx=T! zL{!wYFI^A5hg=~eKYLdW|E)T-Q|G?9&*HNXwZAD_mOzn3w2D%05$szJqs7#lYsN(r zK0PHD|N8PFb&X?c6jWK$6$A-4(}^!ue`0Q)bIAH(`3WoQMFhTR35jy=jASnmaRZe8 zYhsVs_dg0N+~SH>6O_r0zqZ|*q#$>&19znKK`Jw9i{Ku}4AMTu9e*Wb#$Z8jo*f`iRS z6669O5i{)~u1vm$kPn{PAw;4!e8!AEsm0Ri2s_;Wd%Dpfvxb#5i3$#0A8BuGqvSn$ zRJmr<*W10O+>ru3J}ZnH8nU7RKb&8*Dek7LjdMyJ#U7tyO+4fCv7SeJStS~OJRLm+`a7%L{I0hNmD9!8IDrX0-8TleJ|;T+bLYOx zJDH)tAJ8fcsJ9OJHC?s_=NIl)x*7Y5Mepn5KzwJ2WKLYe^p|vAqD}BC;Hze4xi@-iLRPbjL)}t+btSP2y0>2JHE0 zDYv@&<(`@X{>e&_l9uIV3Yfl;n_-{m%M^HB`YO0sFU2-eO-8Zd&{<>f-Z(`D`^wRZ zwYjN0Zk1iQr{oQ5oWrtRv{FeFZ6eDNwp(K>N-GC?nTZp^Ys3f#-+b|tsgT=HVXXTy z>XtUu1l4N5u4d{h>Sv5C79;iXjP~2lZe_*2e=2avYk={V!2dZc?|%=`n_8#$qVT4; z@N*>$YrRY8_eWV4Oo2u#@{fh&Q>BV{6=(R*r$UHQgoMfiChgY)UkCRS&`xy-;cuV|1Y^>K6YTtRn0Kz)-daSRXXgo=Z*> zuI+-yixL;c`&{7+3GQq$ADnUWr@rL8O4#RrsaS*MR|WPTALRV1S50W@SJ=QCgt7Nj42E=fDeJy{bPy0#TuFRUn+c*$Hg#Yxyb51KSiPJ zVojcgFyb?x?#_P(GQZPlLpbXcUPfHqK{dRvrwmpHbi7{fea0uY>R*;*PND5wQJZt0 zK4B&UYq zt~m-+aN3^R1Lz5$X)GBa{?~iNk^w_9Ggbwl(VBpmUq`rKUX=XcS*@=^~M_UFpSYn&?11N}~(&n2C;1(h#A?-5+!&@z%8UU9{B(KlOK zsrD@-*VAV#*cP|m{Ru8ih}5nJh-1$AS|x-!-eaCR6j9Dq=1~LJo@9iYFdF|oMI>da z#G9#)uw$9Hc^+X1zo)hzA_7$V?&79Me4rX^Nsnb;-nO*F-GEjxHspr$*`IenB_;xb zb3F({R6-mPEKcT1=9~|ChJK#k0NT~UrwvT!8;-)O>+9})lp70L^jBWRc0O3GrKfIU z&G1rjxO1yYdL~#lU!6Ria&Ek~M7l3;bkz8Axj}JhXQeJR3J5~%f}HBZ%D5D2iDDnX z{6tIx4~7}DTpCz23x_yNCId6Xl1-{R(-A-|v?rcwOCScmr4?)1r5lH_GQdx1c8#s_ zp~>}BdJ<1dTDve_G$QDjxOvP5(nZ5(AuDm-uz{iradMhV_NdZz!rO&+S)6iLcemN5 zj?h^xQ*fS&2*^p?JddcNCYA678-ZcPodW>G*BcdGr9%0l>7&#)=)N?+yZxs5EZ4`T zs-SgH!qI9jKBDBhWX_P*(*jP6+|6FZ7r4*IdQj9C0F%JoyH>?0LdZQR>m@Wn^(W*M z5432RtN^LB078y9GIUaJIdC8wqPnSyl9>I~6}l#}bSTyb0HHewyusu!$%dJtd=8=e zf*};bOfpHk2QMxbL|5=~!L4sYi8)hiQzS;(bvKMNlKJW3eUp2KAH`w6nx%0I6y(aB zd6V9K_P)I9zryI(xi{lvdWM`xmgF)YC>A+u-xY7~N77nHQV8dWTz{6r@`5jJw{|9F z1q}2%d-Z0Q{suHL>Y1iz{P*%IWtzy;r%Me)*{ZGyG&10=+fkwYzbe^2J@gEKJSkJa zGe_&|e61$$C$vK%-1w(l52U~0G=B4EEpL=3K6t(*tLGJ|ML|<1)<}+JOx?`r4D$7|`c$J7m^QEby)td9KtSB6BxXyf z#N;<50Kp}UW`fS@eV5PRbc2i<@4})$IJ1y@dys0W++b#>9jVwSX95k{@ZlE7D1sUm zi@=#TG4|mhsuTY00jHZgAf9H3AX@aH=yu8*Tc>i%eYl7JKt+8WVA$1qT6TN7nBb4`v+zv|8mzKs0j|&B3aKb(z9I-vo@Bb->v{>yzjXlX|7R)z zNZDEYo-S^4Z*5iNr9t%T#uW92nd`3?Uwr`;aM*8K`0r_py&bnn2}vG`=om}jXKBKo zqraSmO9O@RW<;8*2DYi^L^h|4@A&fn$grZurTvPWKGis_k&M?)YgA(H9dTU~mL1nK zOJJ!fKW5%TtbJ(|$NwHw+knZ@S1{3hE8?-CR1q=DoVGr|Gv;^(ObT4l-=GMJ6U5G) zxjGVGp`BR{@PvB^e5%D4$|T+Spw5X6NnO> z-Kz2T+_p~dbn3Kmf{*SDCAbAZ$7Q{u4knzHr_Zelayj;g$Vb1h|w7o}gzSu0tHs z&XJ$KfnW>yl!PPZFWvho_%de(;gw}l(%&F|KY!(O-ocY0!o~4sM25;$t4ZjE9(E`& z2igbVhSEB&&0uH~#*SXUpNt}bV|+V#KrZqgu#%8|F*8r`V6pdHcj}NzmV-%G3a@Y8%s_6!q*0xP zUopGZYYxjhBVC5yC*s|Pnrjr_Qg^BaUI6qfyBtO5K}Ew~zNgtT8MIUxZ$|$kHYIabU4%>1~RSmayty?`YAQYLF3R6Vyz zF;kJdm}oN^-t5xbwCMA;-Z4`MJWYC-+Wz;4wc_|G@3sm2+Ek9CsAR)X;zcW|hKBHd zt9|;U6gBOd5E30Q)J;~UFikdP6B10V0h{iwEv`@HZJ^S3!Xxc(72_Lb_JdD_6v|H{ ze^SD;e6j%V)_%FuB&LqXtTwvOua!>K+N7OaddBf8rYdO_%IesB7l5i4`|SQ}tZ(-j z8M@xjdFkGqRE=n~&mlmyP};9{7Uf-Y)cD>pMtP-94L~>%%h?z9;hz%W>`3B^*YE5G zr^hbPZOtkKG=8ZA&3JMx#bn%#FM4kM^Nl*8h)ySSKYpbW>IW0-=~=IUYULu*z{YY&nUY-fd1 z+dqlC+qjZi;04XkazQa9N&qh2xHs@?FoBkVx$=v6SXA`bh4EeziM>5wgT&RW-SA@m z3BT+R_~^VFXIyyGZsdf_df^_Whon@A1zsBP=YPUQ&$+cb8#+LBIk%G4?(A9?r;|DK zByV2#8htn^SekRdu}sj^*Pbi{J&ShYpEo?u9fPF?2_{!@U zhh7vL6%C`_XnYkFW0N-P08K6xqcut#UBc3uL3>fVlshj-St)@qD3RIbPtLFEj$hja zK*MedLa1iNXenb3eR?(E$3cuz)Y;SM+(SuK4LMq=;b%-8L6^o*X7ZzF8P`@Z!jR<^ zGJh|jW|@5tQ95cH4%zR8QU+j!A@p!N0GD>k`SKCo1Rxu0hBvqWqIa#T)rGBjk4VWe zyaX3gck#h(ypuB!o}@Kh;hr1vw_0JMZoQcogn!~b*$h~EeYD)Y>qrrv46c)EbiGn2 z9~vhC6LnVg&3za&w0CLM2iMiK>Nt;8+gnYN-Fg{Ic3!W@S-kHU0C$+X14ShX?_(t4 zs3D~H3*qunzaUR>J#)XyvZ}3 zrJ=#OxreoRYmee8%N6?F6RC0!!)DENpE}&KbMtro6P-=r%>3-g)`Q!HpHVK6olT~$ z+B#OWcL^K5Nq4}iIx&D_dpWfktt0fFUGv&jUrds`grd?K`^+CGhoTY;dPNIJgRkEb zRK8l9T}5S>nkI#)5?NX`&#_wZ-Ssu2ooH7^FW1KTtmHhFoZ zc-M!jpAA)cH*@1v&@0Y2M8!%oYr@3qlII03H|vwL5XEG zDP%2t@3oMZwB$r!q9As84GHW&OP94C#BYbfI1N459yJa{rzvTLz<@pE%Go!;=c`e# zb)CH$1-1mJb6GQ}Wtkq9^*vNgjfi7Nd~UvC>ofv)cqOVUlfzLWD!ixjPJvcVS5SbZ z$ze|AsQ||?H?b}&YFXET#Rs&a>LjlEa{E~*B$qv(_tAF_+G`Ivo3^q(B%C+|V|lhA zO?1|~p$5V1!rCh$;2cOJ@$nnXA}ugYOv8YJ9&z4?q5T{My@hrAHE*FplVO_5Fvc|S z)$9>e-{B;Kjs1g$+|-?n?>>@n#OEu^V^kC&QWB6C@G1DgDFg{;m`He1Gbbg3XOi3#l?rEUMnK;z6457=9HE*lp0 zoN)wATAp+0U6*+C{d)XuX|YDFlly(HvK#%mN$!|``ZaarBk1W(okZw!4`c~Rk)iP*L?sxY} z%{A~LOH4n(4b8+m%|1==@L5!|6rFD5Kl3o=cFkcM|&Xlo$uy>$ObMrOifts0ywY7Fs<)(&;^JTt{W6B>GnbcoVI z4?XnWYeG#(h;x7cnRnLvVZO|Knhz{iAos4Uo98*tIs5Fr4<|X3hrBzd{_;cYJ0>!r z`ca;ty3zA^i3l>+9Cp*_0%|d)GI(M6bkK)YFpg9@e``8ufnpgKjlzRPg2}hldo%0G zAx+BCha)w73X^s+NotJV$O=RZ7=vlw|85n?7trOly+S)D(Lg-thOrXOmrq_shbJ{JD7(nZor-JmIm z1s)UdaOQ=(ChAmmTP~VQP?@8hr8gBUh`qeU zjYw5uQls0$(?q=e5=ZZljR!>82{=LXn2^@q3om_2cRb5X zg8-qm2X~S}eM^q2%5ZTLRVPKC)F=EoI%Rv*FW^0ms2XnAR%okQz=iXq|^naw_`J2s?sk$d%noX^!?Mq=#)_M{l zX{!=yebr2TcDWp_YZe}MA926zXsII81l_6bZ80CZ(x?VT0re59suy>BJ+EWocoi)~ z8$+PRO$zvzX7*}2T%g#Jbyvn49gJPZ(l7TloOhC_BO{h9wm0FJiq~<8v1K8DhI!&g zF0Kdp^gsshSUovMS7eIE5vI#GvJ{l|`_yNC;snw{zRn^;ET8m$c%^Ay$IXi$NelHj z6xT0$t$t{^pWwS-hjeo+2>w^sL(;w?L(p9|n5X)l)v3&ki|L?& zdhfPOu{6VhsU)qh^F~tz>J58a4$qmQ+@)VnPNaOAZaF?4#H|=w#3@b?O!qet^2Kol zx1&{mHKuMK(-8I}Sl7Bx`*9a3xr;Tqy~`QL)C2IM#m$*5aldA_%4FumRfk7oM{9O3 zg{~l96q99|fiQV?i_xf28zg-=eS8(KDED zLSe{5(k(Qv#n86GmAIdtj1Ytd=2PXi7XGRD#-WO19BR*zSIyvUm!O4hN0h3u|KG}F zhg%p^U)7$wDpps8Npe{3h-)7tdTwl=jjf@{*v%a7j2TYA?}IG_>DU#FrhM_uW_XFm zcY0&v@ZwO8xE>A1@^jj)(Agg7@uQrukvcEWy4_y12yx)UgqM8En6AN-;Ri*$9yX?X zy4dp5a6HBj#0+C3BNy!PiP>wLeNND+Cw`9_8jrj;W$evdy7WAUGkg|@%!K=v7b+{N zz9gx2Gr6}6eG27coZwp&%C#JJxCCshr>-_7#u<>-5kK#{Q@^K2yQ)YpFpznF+GUSc zn{!`o?nL@_fj9zhTTRsR2O`IU3TZl}HP7x{ut&G@se3Oa4cVQWhZ(*4o5xeR z{C8(?!#~49WLFS@b~xVp+#34#}%22)4v*=UY64&S<&CfvojG0#Qd0FJylEvysOZZAzEne z>h*}WET^l=5}kEeNrH3{Y+#yq@QkGYmFfG)Ist9;(5$(Z)Mo6`#}BYuK|aZEAj{@! zC);ASt1~?AQSlOg4-n%^dRt`!V`b^G_$tJY9uPa&nbo#!`i7hO>|c+SJ5nREtHH4& zea$`Pk&RHTZvvT>o56X9`M+?Iv8^WR0Ro6!sK(q$c!`XwC4k!JIk4PF2;&S~pc#$) zT>U+pj>@Viiq!6b zE^^?PFMnqJ!H!-o;su9{obGRf=hJVu4p0)5s(U3hy|%{$&XmE+s$LI4U7WAu6H^`u z!P`FXkp~jOb&Lep-|;6nps7OkCy4ow-|p8NyC<|!feH@yfSl>kN$MNv(nhiIj@OTH z?iY;`{u+L#LDRVT`@e?95&Kq(dB%^_H;E%PCqFL9y!y^^WxBRO`5?u+Zb=xVw`;_< z!TPcjAc>JF4PfSdR$*(~kKcZ|6?`3SlUTfIfYXrlV+#nXPoM~5Vy8V#ex$P`7A`Ow zk=)cXpnRR1BDVqWMfp=lsEZP`UldQpUKKi*ykgJwTTDllv&i1uGdPovtn+}Q0bNa}hozX+3S3c$}cLoam% z=G`t{S*hyn7cDd$lR9%E&#+^P6i~H*3UDwU!E|X7RZ`ve6!|gqOvV*{K^BQwH#J}hoVa`?^84{A0!a~V zO^zd3;O1r`ZVh3IOMvqE9%b^-TqwWs3b~GC0ZcqwiFrMQ=E=2|@L&K-ijRhdLU(qj zueU779lDCUZy)VypZVK%{M#rN$>VDjCnTYqlqc*K7g85co*1FVRI_83$Z44+uB1|4 zbWhisQ9-}1YAD3WF^`h7r7)N)7G5a%AX{sU9~h3ZKtEp&{U3p4#KP;|Er**-YIny< zRbO8p$X~1~zdgMX`sIWN);Y}=^=IZn2sn4*uVB5OyzyhlhhcTjA`9zKZ@{&;=H^hc z{UCso>X^57yDEKVpBI|{NfSbPM3rcSE`EA=G|Rj{%HLDf6LN>SKI^853Q}!z*vdvb zGXUCJ6ZY`MT@}J2Fx+`u1w?lH$G~CWSnfMqe|ZvUqh;3VC>@Po#p-}Pz;Q{~-$qf- zNsmX$bqi+N-G*;KC;@+8LEJ`F0UQ}hDgY=6En6B3(k&>*mhl|-`r%TRUU04QZNv`- z%c*B14wSChr+iDp?4OgBHbLoAoW}Or)xb1fhX1cWZ$bc-`PZ;4_~;{`3eb{*QQ&_s z!I!wPEbwiKe+&iCaT+Vx{~yE6Gmn5llMz^Ytj)2=O4qQUpzMhanE&wVJiI#s1#}@sZI}G#(q)UAT3%nQH)q)1X=hIho3sq+<=AFEDiFS*I4=9NxbE!=OYm@-p#1JCt!(AzSvK-P z>53NFOT^ZGv){Wz;qnJ_nleFyH8Jul7CY=ib)Tt@?VK5?S+c60%Rd&lnn0X++DPrV zv3P*zYA6U1$5evXt~3?!s^khdqPhBd=CN#JKly#79)4R`e$IDgUtoxxWbAek?zDOw zTGOVW!x9Tt?ior@c1-R`aB;XWIP3-W@b#fAbbeR>n}*rA&GDAZc8=MOUuQ}y9KJwP zDt)mxpIHuj>;dbO{P0}Z9w7dpto^z7>|_EH4DM`Om0y{(@DDZo2$=WF{6-l4s`?&U zZuvXnTUd;9EHcs6I$)zY=mB{3xUs0C|K>Lhe%R^y8N9XDqf9k+$aABrnyXT|dXZ>jr0i0K(Aq2wO+Vhl!V~t=82b9)gy8j4`0_d*4KvY z)mn%ENgLM;O`T+>ew}zHZ%*n}5;VA7(CrCUo+sWE5cXW~DQ-|dB^*L3ycy{ow&^10 z!L=sDRc;%nZ$7v`e8!I&^X(&PEx~x}&SqRA+V?fg2{wW~mjKX^yCx*yNo{N6&Zf02 zyXuKeWREt!f{24IL9MpkdHx>thazkOv=1;fiE->~Ht0&d3JE-al7Wx%J%1pE+Ir%D zxh+=B!9mA^zIx5!D}6=X8@4 zpM)2leK~uuW(UUYj6>~D@-b4kc5HO6)7vYlQYBsjTPEHe+dw2O3avlk$Rqe$;RsPmCCdBG$_ zZO>ChRlN+%0X;TSJ;qqiQmnK?%0a=ky9fTak@BH;hw)SLB5hkW0-0@<2R|o*Svw6E z(k(dGTM|3m@~hVcFUhO2lDI9%Zbg`pl(&7`^N-iRvU@pv@}j<&F*sc|kfq=H_p(To zi*S}O*CGQC|MCKpz*{3O{s`uYu*p!yCs4!N{jd8AMQVaT*>DE>U0a$f*#larjgjUI zRPX|3(Tg*AuVv$;;?CE9d6bY znLLf#ZdaziXh60;oggPSb6=Gys`oGZK4$cU!y%Hdyg*Jd6QUp+(oad8_4r5(SZVgF z&6TR$JyRKgXSDLv3{|3nLo{qpC{3a%g&zb#PIa6PLA~ za5?v6sAHC3n;kH{qB$fbT|xb%T0N@6WqUmga9A5gpY581TFy_l+e;wvK+vdkyv<=Ir4VTyG&)e)HA8gr- z9-rCWqcb-U0j?upJU?p9c^evR-{e0NSXd3mt8i-}m;7b>wRBPms80xiv#DRgp78w`={zJG4|1f1w$ zwW<^4&%3UrGV<-JJ_8TM%j7Jj)_-lyj+FleFE0O(wWvwmoB~S}H^7?!7E#qGNnM_Y zNSsoETSvj0A9vIW--X=;XQ*)gFbRu(c8ym}?4n_t*pG8t1wzh%gUEj_B4Q{bmH-KB z5^7~^KUCCY*r`{wPQ@t&d-L2o-3E?i&CrX)X8HwhQrf(K@(nVCdUe21v#mh636OFC z7%C3Bij4#j9~FYV6=GGPe3fqx$L-5Jr>7kgaVLA$ofTI%cXEkovQ_+I%}qT((&GHzAWnaolHCjJxgI7!9sdDW1-e7yA(p7C7LY#NtkB>LB6 zBnMl3!Z8za7swQ>0aCEjQU}oR9fT4%K0mI_ZF>WHdX548LI>cdBMi)~XyCbxfJlbZ z5+SE300pBBQd!l46eyRh-8l@AO2@qdeXBkay;VPGGAzdm^9$af)~)gW4q3A-vQy3uU zEB}3iqvD46tn-BE_U|N~Nw)LHmQ5F4XG{7WZkf6abmdKJc)yvpZ($RO3tPPZS<|U^ zBsVlr!AX!kjeb8wYDk?WM0;3OrBJKGtDxK5RzNR>Vi(L|11^7n$Kin{*QlQK3dDjw z{*QrW{v@~Y^eFA|KsM_=V zMr-g6zn}8LNad8L_Wn;nPt?p1UvDmFqllB3mfnD+qDO4f2w_@icR5=8EJXRtDAhuH z(`7yl{Yf1R#H$hGLd&K{*$wyfi5*F59N#khBMk zDW4=mjnrJ#v=0@?&niv65lb_F-%fgTp3DmBN5umzJOUoX9u?4!`{BuqB)7_tDj;=`{(_+YHALYza7 z;cH0~&psm#OreM#HJ)bUu9r@FmcU^!=;77 zv7V>ZCt3AoTpt@90(yI03tAv&AT&i%XkEBYkN_($z?$^(ngdOvx1YH5G!89M8YzVP+N}Ibj;06kcvzvwy4dM z0=^}bmC1gSf-ynKnF?^sDaig3CFr#}W*b?CXk*oH!xvk-a-W9Q`Risce9gTCzX2%V z?$q02GklQe)o)DFZjpNOQ676*1usd!nWzI;6uO4y9+#spiuD)ef1yfI7049PKGcA& zYL)rLzwI8z6aq&26IT{U0pc)BWdAdRxLWHvHe)mM$frT)g0NfePqj7`jzJMwBMIHrg?V`yg9|{a=J`^mLc?<>~fE{!YsLNQO!Fia$aQt*LbEEF%1V z4WHhoH11fS(}39dqmczMf7BfOU3N--I@I=wZ`zite66(718oy6Mf9WL5U7_o=r9zy zt*xQrd-P`;h7ruQs5}-)`n{VgkgVi#;ot~;T5d|@n^3_ry}v4p;&>~vuSdjN;xekD zIQ&b;hQr1zA|jKMG_#4FhkonddQOs0dnKLdcVVhQ%e+C^41!T;4%j#1>w$Z4C$J8N ztmgDUUR=!}@q->Ot?!1bk6@LG>P%gsQwAVSVT^h`H>Zhe?p^@i4{X0Y>-TrKs;6k{BR9}{_vHP`Xu%{|U^HI+Bpnztu-$gX7ih3p@_;pKo^?zY1&XgWC)!Mq|4>mYp1#+VC9r08U>k9#S`gUV{jP zXcj=4J*)I8_u!ay*Wyoi@~!&y+cz&UC^?RrRY}^aRNrbu1IL{g z{qJ~Ho7!6tuj|M>;Zd1NNlS5p|24WK+$ZR$u)rwO4*k#^#caItbJGVX`O%w)*o&%{ zldHZ&j9^4AKhasfsrsQ52Z_i|riDVMRDFqww40~5d=t&wR2{jNg(UhKdst$d3s9kz zLbAi0g>PPI)!)WtvaRkJn3~v{hxXt{8lRq^==b1F28I6^o{x1txg@{Vx$k%~)6@`r z_=B7SYK}V%mx>zS4vU{UwX?C$MZ!$Aq(&?zUv3}JmALAsrmF`1)9aO9cE~Zc?Q0r$ za8_k6Q(R*Smj9jK18q38uv=BdwRf(mfLbkEobG;b^dqCX9Tzl1h7uQ^lC$QELvOXo zG-{;0Y_kyAZY#R;mVgLb`NieBUu=jRT}1V ze)G+9tLG7Zi)?mBB1g9{>KuS8_kZO7;ERfWMPUu3Jtdr^QP8R{N@4T!?+9wma^s+M zmxT~F{L19s?U5CjHrKpTNS*iK(pd&WCG;1p^GPt(cK+g{66W!?OVld>;e(tp&$BOh zYkqE#xpK98CL+WV<@yzB(>lBuCGB*}M@2 zu5k}msKaXYwjWn(b|Cltu3md!%Or*99xnEopsAkuQ$!S1!u=9$fK*1E0R`6_qOzaF zT*~)CG&S}Eiy|2Q_x?_!G9Ee);nkLliWrKD9E~f79K&mog(V2GDEH=#8D31W2UkGq zv?lQ+JqtDKg{Zo_f;?o}fS|B!^=jubTo@bb#aS+inQ8KvpTPu=3Y=a##K3f_O&d#= z>ivl^O`!AOS2LVe6V9~`$ei(20>ia1_{x{R9lX6>Juv_Asnha>j9%DxJD42h0%w4r`Zvcszb{GGH=cJ0DVx1>|G~np zr_48})U0~q{Dax#-V?@Ev8{(Wn7b^?VUN=JWFB11bYVRc?Xb__BwI04FFy9;{}I{w z-%y_OrM<$X`mH9fY--o~YDcb?<)%fbT9|WdMQm^UjU8dxEsRt)=ER9ml6_J zC?kdi1!*45d4U7rwi&l|Q*_!cMtm_G6Mpt5zO8YNY`efk@_+ABx09@Jb=?Y%0SNTu zu%?C7W6&X(l-)CDi@K#NY%O(jhA&}{%RPYRTB!EM>oq6kN8aesL7hD?=r?>v?{(XD zkRK@H)k&QwbxNF-{*S?Y1*A8=@--WJf?fu2a`)uh3Ift5DkIv5(d7%|V5FZ2m^j|MRC@a3)R`vMEUD8+il?iL3LQuFjYL zQKayy(H(r^tNM4d$E)z=!J)t)xB?uE_>P!Y+So7g!-DSwzkMLbS(~Hf)%1_SSo@xO zHz8E}rG~e--HK>cp1i%bi=CUm@rcB_b64bw>cT*=!B0x8rQal9r1Wd(q$|9xm$#gd zdIHq3?~R-z35UL4mmeal96HHrgjma^y>;u!n&Ul4DTrt&c!kP;Xh^J?sF<{+;7D={ zuXj%-Es?8YO#?OCXLKq69by1{Cly@grU1uPfRB2tj&kH?_hcN*M@xNzwNxhnVopf^ zNsLqaNhXN8Tw)x{9MY|1%o6mfLb9ZiBq9BXJMS$Pw5^I}9c!Li#IHij&UjlQ0V|UT zn>I%Jn#ZEV?SYV3lYu+91uTuT>hDFMo*ze;RLA+@P!l*9eEJO#1^cvDAYj4(AWjgp z1OVBJ0S%yAm1=fAG=Ak)BNW~DwnpJY{?eFG9Q)i4IUM=W{QOLwA5)%Zqk3}EN>*tq zpaAJN^4@Qzvm%LqSxNjB5-neC{;;W?1xyl@Ph8PGXtMl7^DW#Vlq8?qRWSo~e|P*L z4%|Xm6W@TOE!^z+l(t8!P;uGhIT33;>-CVU*O~KapsXY3`4zgfU1-`|>kRd!^akW3 zpl~yjvZd-DmJMZ3)osdq+MXx^!pd^O76j)~k38K55SFdQK)u+DU=KG_D&(+=l>2VU zVoexCDAhEVHOd=Rz|Fj0$d@hr4sEuB#Jw7iv(LqG$ayx(C0vgP&47Ps%3Shz zKdu2l<~$)XuN&OuY<<@NXYi}op8y{xG`#8XZv5G&x9JZo_YA14s}SN>I$?(WO%Ua{ z8=QsTN3SIt8r^Q#xJ_CAa$e1$Jv5j`eYfC|Tw(9;IToPe##y4t(!XfcKo^d);)Pk9N8ayfF< zV^^nNQuzCXm9O)Zsw?sD%SRU|B%4f;sIJx5l0+RaLsX5c54uKnxA{+KLdj%X{ z%Q!4dmM^gfdpvXJK^ONBp=>L=@OFZqg}Mc%aQGX@pYG(8ZXS#>nQrx#{aL*2n!1`y zm?0eml!enSAvP?wRF#}uC+g91fIs{7NoW@;^Z8t^^o>B|qZE>aeMY5Uxm}Q8o#mdY z*+|myH-hV+F3Y_Gu_$i^jO&?SZg!0Or{hND7UpF-_Xe&;({#(%J5ZzbvB8YDumHJ! zwxVi7zW4{OZB4ZLvv==(P1x_pe$6sL*X773K;@1Y3fcMSz#lG5S9AItyWgGIkpzv2 z!tcuGpaOu5NqDchEjname}$A!;~oSyOXFR##iaMj`e7Ne&75RC)>#Wb ztlE;B<@c=F3wiibafiB(&O(u7R$V)XUeb_@a6_T9QJZwuK}Y&lEj!J}qH4peUX459 z$GG&-3*%$+=^>D~;AbCBRQD zuW*h*2jb1cjAeMSxU#rfI{cuRXjzCJLX(9dI4GP&H%~sx=hyh8ZJKqicf@7!1<^Ho z>ySnFRB~(7yJ_DPhbYp8Z}iz=<34gECFVkFJwf1B2CSVJ{jPz`t8{%yg0|bw`M67 zBJJcnQIC~3+R^dnt1r6r{DJW*W57Xmn42CLPLbZb*pXu4xt=Uj+#@32e;|gH;aIcv z>q&vn-pZz8L_mRQ{j322C9mu>40A@kwC84MT=Ea4x6hf$Ez*}DlKL{;mC}ni2`wGhR%%fbBbUj@cFA$A{8~Vo(p|W`d+Q)%S z>0I8j?}qHt0qK&WJAUVOXyyw2JKc#Uu8C=OJTW=}NKL4fRAK7ILG~v2x916RIuOw^ zGY-}OX62n5^zHh9sTmb9U*|RS)Lw+9z$c3T5Eqocg-}7n|EU*?f~YR=inatH!!e(i zBJc@o=!*8xRo|6;u9czI;SZBRAaHc^ZC|?^``W8@^l8}HM-v#u$Z5lefV3%=K9hN> z&9LyQdK{gL(%}2Hs2~huC}Xz$l6T?{9b??ulit{K1lBhK&aYYalt z=xBJ3mPV7wxQ4H$)~Xo~Io^8jyz%4= z>NYrOqLAry_=8^mdF}W&bpCN%Xkg8o#W#W9+b#CNHWbrC$_Yvqe3i!Prl2nqT82?k z;^>^Sd{Y#3OdvGgA)*T6>!ky8XT+SPFXabkZE9DefzHlE^TRr_Ind;PzRv8JIYPe? zbyl*Y`Z=zQYsK-N;zzSMIikLi%yN13{rB!*7Q`?3OGI4T`T(o^u|eaDJe4H0b;|QOEQ@n7Fu+ z20=vR+*b-QWa4+;3&a|--t}jHhP7C$Am^{W!dzoK%_A94j+;L>34^W~!e_PWjoR$G zp@a3BaQOmR!j(E**>3yMgBL-B?_@kMMqyJzt54_niE5yUwlcgOJ%T4IOyKzZBO5_8 zw$oFZ?gZ}3Jk7vxznYC{tO)*^U>zGK!Ce`FY)p;b1DsHM}=T7 znRzzt8Xq1CdfejZDsz`g%5To2VkI~~bvvXiZ96-7_( z3k2sEvBlE!fS~LQxugA}l_yHN;=^5BtX_*xfTjGMR$~ zOGm{SB=qJM=?3f7<#{zGi-e9xwYjV5rMbWS#OgR7RQBY(<+g4 zngZE!C2q4W4U8NpG7@vhs3~oq7is=-1l9yxki%y+0WY>A0r=oKAe;bcF{1{N2fR_L z?ob_uZNe(#C3LyVClH7~&#p6FtZ+ITG}4(H4qOW`S-GVD08M>dD~`|(C+32QW;;C~hkQA+_+g%fAy-3|?bfL$e7e$*eAc7g}FF_Ro98e*Jp&|)u3zG z2+-Mjw|Vx9<1UEKCF}4{>eqe3vT(;_M zCR)TBV8PmJf{1-|?p`oPN)0{&G=3wwXB7}h>LDtDc+kd`FdzXk9h`MSuml3gz2A{q z*q2lPS+TSoFH6%y!8OQNLi_-Lw={Qj{UlrU4t9?dsKcMJ$SF@~ z#Kd#0V82Tw6DC5b3VVeitU&B|6ELV>NlC-k#_0&spF0TMzW0qU7@ky+Whk(v-2-#l zkDvsW`PEvdRB7|i^YIw1Wwe~$Aq+!Z?Ji{MyAG>$89QYEt z=yFTg%IqrI{i9ELaVbLMSMI)26c!+?oDO*JGCxVU5`qJ7um_Py2YJk?e)kK*;vk_7 zMg(@UgAg}pj~h7ifm_JJn~20e;NAc0r5uG_9d!?XtciO9kTFzY7>m%?3p=6N3(IRM zw&30xiyLnilN^#w4=>WWqayZzP#FWF(y$8#K)_v@gCDb40pSrqefem9$=20dUS7D8 zIQ)ir?ntRNt=`VlySsn})wFoiW@S}c07%WG!57)!m68Gf81jLS0*Y_E3ZcYWA*k-y z1xTC>)KU?&rXcj;0?>_Dl8bo{UYK9V0zwRmF6S`t8rCGbNuWs^F)x583+gDyvIzE$RP5uRu73si>%px)H+hJlx%`HL&1uRKUOsj$aX5m+C4d?Od0 z7AXndIsV5G2O>7q-}d^)a3zi1=-|IwRQeVtdeakuKf!HjF2A9c>JI9|J~`mM;i8&+ zBN3x~5K=Di7`Emh$E;TH|MMxB@u7ws>FTAw8-G`k2jtPdW#0b2 z2bU|gH?*;nc0W&0U_lx{jd~cv{@+tHwxf9vGbV4zj{uv@_!HqaT$yI>_IedK)t36q z*B_&BSerMs4MR~Ld=?;3I+AbE3s~c)U;W4fw6!I9ora{kEM=hfBLv}j-oa# zmzg#hsn4qZ8hH8Gza{m?yoKosq}zhvju49wPXLlh3XqtqjK_}o>!TpuH99DrH=x6` zA9UY1<#8L^Ov#1L%}}l)*TdSIE)=1^ro|)Du)quC#NbN7B5E2*Xvx@cSCKfiC z+@xE64cO|GPgBC>$QHt-AWQFspL9|wFHY`AF2{vY4FRmIStK7}G(>a$qW#PUYQU(J zA2fn}iJeVqlrVtKHH;t|GM77-V)E}B+ZODiTR@{&YdW4>Ec-a!-ny1S<#Q)I3q8h8 z7S1d>9guVx9x%{GIRMFpM7oITUtXHV#Yr+%;_B)oAjGmG_OV>>pD8tQST_~60JE2X zI?GyuM?``kW0&Z!pMOk&NBm>hNznd0N<~mCmc{<$Y+ME%J_e_JM>@eN%QJ~e*FP)M z;wToqVrPWDX>-VKhf{BWy7A(qoh_9)Y-H;GxO=fr<L3{md0L*xi__Ze1a@xY#$s@Weve@B`rVp5-M@OeAo17; zJ+38PHI8H1nW~v);shL%bG!v41^`HQac*5fxgK)V<$Y|qoH4n9cuw1pKV0E8-XILr zEyQ?ay-%ki3ygqV;3C;4WvZk}4F=R(fJ2n3_FNl$QI1_8bOd-!tIdR|yA@40=UF7J z-c|Kc#}u_dvMiC_2P$+SapH_SyfO7OmbOlkDfTZGfZjFTj_9NaV zW{dv{4e1x0qT0qzEgc$&3k@_I(WW-9olJIzn zRFgQ)qE}H(oC>*iL`9ZBh$L)eEO=4L19@ai69YV-;%PF%bdAp>dKWwbW+1ndRF~$_ z$u80J_|C`!uR5XXwS$~-3KMqn#PxsPEc@S^;WJWn&L}#w2C>J87IhtXvbHpdUCr%7 zadYaQm1|zcx<7BfSKx9_IivLRkp7r@f+zHV=*(Qi72Bb$Eh$W$U*=kqR(IkmXef;-k5Ll{0j_47@jIL3qZ`(o2;9Io zWom4&S)G=$2^S|E_*XbpU9CN~7{U+#>mw`X3m?t%Fp_Zz>Z#F)PwO3|6>n|cM&q~?341Pq%Q4GO=pmKfI;OJg z5?gFpbz)gM$7k9={PAQG+N~YMUuj;NPc$4liE(`D0*MCsH z@)GxVXTzgw-g+Yk%02jRl_ki1GTdEwc06LRG$PYuhYj&B39j*OecP*5CNYK21oIWy z-pcjqdO2tfXKqc+s`!@c_9G-a_t`lyQDh#&i}%h9YGNBZn&;kK!7!ojID@1Z{E(-% zD<(jK&GK3Io7&?J{XFWHeHKq-AX*}^q?IMgJ7J+j5 zZk(ZJSE)CH~!Es7Z z?_Lmy>xFP?$$QiT8M9AcTt{Pv+rMuC9`0Z)uS8cN9T?l2)%4C`vA zU1KWuOvTy6SW1SXsRH-tSJL?&{>@)V?Ji#hMS%bFR^zg=9h2`;8GU*!s(jXQ316yg znX_u)Xf|{`qI_waaWtMIH~|8(`m0*yl@{9cbj+lH(P*Rr+mtCs05wavh2EzO+-duA zPM{#G)c2ita!uK)_I=~19R(U-D7GNlVjCKmpgX85FOQ1!8hE7aIBLnzWfUh5=;*vz zqK};W;>6xQCP6I{t!n_2svPIvlXPF`Yxs%TppYii@p77Gt88A#|=92LAbCIrXt#L z&HjKZzyIDS`?*BI+Y@J;YzFH??FA+p*L(ctKZeSqXeOh{aU|_s;@)>2^e^lz26jfB z_oR4sIMKF?#For5wp9zB0-c;|R6`5ZVziztF5McnG$$GwNzc0{?%a_`EFGM^6)s;z zy3x8oaV+;xw*Uqe1(`p8wqkQH{z&V4piK!RRlTV1wey{=Wz#*azn`hmC(2~-JR?cF z+3gm|7M|i>BTV3;#1ynffSR=RsDwi%8Ru{dMb+38 z7mAA3Y=t`a-16GeQ6}{A#BV{OK}3j@^yW;ZDtm0;_!H5MFbJj@1p`9&-_E=J!*4;UHt{0Z*utag<9*N?RKm31|);iyO%@ zD_gu`$p2y}J8)mUf+5X?NnkL=rMmU5TGyc*8F7+QG)WGc*W5*egWY*f2!dV*fM?V< z4Dyc3AwDmJeJ&0LXWlrhjVO0Z?KQqJyWppcXaQWcCe<&J46rdY1;;|$##QtUHqM|U zV611i^LWTcA?{;bMsL#0k!yYWg7d=m@I>HUPIsv<9Y-bY`F1bEcaimMURySIL1}(V z&6$}8D*^an^@5|h;hu`hk+W)!z#BbvF#II9-7FVXrrKRi9Q~A>mrnO-Kc*>U9 zot+OCFfel*c+S4YUVg(Hm9&CL9dW=X6ie!R4yw^RuS3=65Uo;Pm(Y^hO&FlHqjp!ywvPFZiY=Bbm3Hm&7F=y?H2qWr zjm)d+sws&n=AL!f3=4Z}x0fDLN)XpBnR51nw3=M&_j+A5zZ>*fVCE}&26g2JZ{)=K z^7v#cjBWVtyY7OkMACzYq*UJ9!sg=Nx+2H5rr{rEUmoPE?WXWA?;noC@t`=(9!i=d zW@HYhrig#|0J%g(RRGgZhrz0}?ip!SmO+P|Bua{ zKel)Hg2aTI(sY<&jgOByN*+LWhJJ=~oTzOikU_H|@c2N4Pb z+>b}r8M-If)Yk+hR+8R(}{U4@6Y@EW4Jt#B_H&`CGs`sujtV?dLrclN#SYK94OXTioJ!~VjPy2*FAD{ zNfmkb`4-{qvv_3=NVO;V6I%UHSaXGoA`ZC1G0}VaSFxAs!6X&^atV*p>w^c{nv}== zvu#`3oj~gLj(M*vz+A4oN_Em-R$Td$eal?35g;ZgSz1q7D9Y{1;?JHfG1JAx9e`nVc(7%dR(R@wd`4f2DIAoNOzCDttQm6 z?YOOSq7=hl1N+TEE0*TvJQZ%E#bGO)YF?y2|3)M+UnL_YZ8+Y!hv5ost?9<1IWMa) zms~{4h=Nzo**MOA!S;>6rkgHAYi>H<;IICw%nZOsxWkRZ4zg}DIZ^7qo&S1!;EGM7 zAklw(+2VQTTkq+L3OM^x)khH6SI{E#(Xy9;sO}VZ8tKqOQ!Ur zaoFk!WYAi|@3L>cw_Ozi<)RAhc88(H)e}|zMlQXuoytJ@=;BRf~o zfcDk!2pYQ$rE+|#v@|E~p_DKq&w<<_p}B#>hn>}We4=!wys7LA;-Q`5+W2jW!mULg z)1q~CWMRnvf0EQ+$Ul2CJ|4HE)4Rx|aH+Km3dpVWlHp;?K5<^yKueN&@ zww9hsay6}0n|yth=i^)aBHm#D^K4PM{k|69CR$gXcRV;l%{#!eRvira{E~>DpwjJP6B2@+M z-ZdJI>M1{7MLGR#zT>slD*t*_jVAT^ zGgqJ09~1&)cue&qjHFb=ICgxw;OCz;3%8O|xeLOPTwg7ozhmg=Q9GMG-TJ-sTC};7 zTV3!OfW)=n5u@x8=7XziOjWT`Mt^_X3m@Kl|D(#3I}k(a|*P1vUM)<23tqOB1`!DFsj>(+|Pov97m)FWgMr`)O81ZDuo) zi78kT;Hi>D3U5LAdhSZ4i^K%zQp1O+1YS+9!wTo7Z(NEJBF_M^l=GQ8=bpij3_Ou% zZe9gfz#|viA=2itD~dbzd#s(Bf$^UJ(bM^zwov&6#N;}Myb-mjezQ{{myke<6E1mK zk661n3(Iw<2|t^tx)*jq0+3KH_7y2J2EK;2yhcyU24>hh&^rFnZ5G)`7n-lMf^6BuE!P$I~-e_K_p#NOrT zOND}kjOvx^>+!k8?0=%^-+*a7p6FHtSu$#q0+eA+hv@1N$t_xjXd6(>J8M=vzxs;u z>ft_xoyOLfCfxG2r!Ul3J1a6HcQzzhlhblg@PD8E{r`5l$^Ty_nxsNF8Ror=J8p^p z2B2ceQ8}r16sHOEJS3L@f!{T*r(N2O0O)umM zMVIjvS-HZipM2`Zght!c*DsGURe71J{{V()m96kHrK;WyE46Y1-xc03^~Tl4;Ua&0 zbrDWzH^qZS>Z1pj3LV?JJ&VlwbvE}|O-6(fcX&&MMJktjPpJx6{3YGoW#rH)yT&Wz za1Po7;|TCKBH6jj7pr_qUH9zM$=Z!#`fNGUz%0lHja|w}=9%^T$Dp>sm-J*dlJ{md z$m{>$>^;NT>i;-kow{&qsV!}_suZnRGhIe0T1xCx?On4*ByF{{R%(|bTB}CHicP9U zs1iH&iaisAka0if{y*3A;u)`=7p}|Y$~jI>^823O_w)UXV1-uy%C0NVcO4IpMBQ#A z>v|TfW>5g39VT4R(Q&6+Mg0!&ZCO!3emEeOG0t49}q zGMBwV($l4aos8-y-jT+eOmvv2?b3&pRwdGJRp3TA-oA0hnVLa+NON<|#}|GX;_%$` ztYD4!LE&a2zqTKJTcyaae1Z3G#w8az&+gaT9egE)cf*s{jYnxWTMg2vXT)Fo9>1G- zlXc=LNDwBSbG%yBn)tNf{WI-4#;$&fcjszBN=`&Si+2jTdEQ-pl7W-CdpKX;bZI|$ zSe8;fieF7Mo?;COrVP}>Q|+B_zX@q)Sf;Us3|ESFV-CDfL8|lCnbDl1fqnN)r8g$s z5c~c;0sWv%lrkqx8PWR`7X-_zSm?1!aSbx9{@6=`oN9eQChCu(q}? zt&-uJ!oq5l#>O)@D1%2stSt@B@nFQGk>+bP;V@{PEaRG{L!$Zj;O{}zX^G8p!I*Bq zC@!$(N6n|(RTDzdk+=w_1l?)n2f_}*Fj6 z^rvDYd#r+Gl9y_)gbkm~g6Eo%(b_2dje|t0B~|kbxb`sNdRsiTUirHUN2f|-&$B(6p1QUvI;RgBXhO6A)TT$7aNXg?2PA1t!mtNA9l<<303r~RJwOHQ~=-F!}LbwT%ge&IJgq3mxtE=g?)IEvImhG)tlo97gp6k#`u zCsEZFF&0m*F1g^z&O@R5N02|aC!W_YziU}tHFgbY9KT#}YOw_E9pLf%alDbFj>^x3 zdKF+}X^Rq@`F@0+MT*)6U3L|(JgoWW4*qTHcc%Lq?mfVN#?9He#M}H?s}$CHodyhY zNQ0xqrGt$z`a>(mD{_*%LVs(?*xQfG61`lfX=?6KqEY^NaU5_6>?IkCj|k{mh`c*#(K%ss@OIU< zS%_zK?ag8U*2j4Obe1J&NfxPM;7_-KV7H&*Gwu=~uyg?exHmHC~4jt9Iwla;rh{c1b${z=zt z_%Fqd#L!FpdPXUd8#^0*4+Jnc7BE(8IYV8a6K=jkN%>YFdn$YIrF#lKe|eOB!F^>0 zfRV|%vf&6WSe>jw)1$VU^Y8J-wNnC`o!R!QiIzoj&SC1MjR$5_urQ-Bc9fLwf|)Xk z2Ds!pZ(+~LH_gaZntc6xbfK@+9V7c|3HN7yug!#Bp%do|IuIY~3tG573l>CBUH(k2 z?j%F--Rfb+TKkSId8&qz3-)*9vlBz|eMf&p4UlKT1CRnXOqA{bRm9kX z@&Gex1e`|?84l+7;K368*2Z_{!LFiJxU6Q&L*%k8!970+Ja;*xm;)CHQ}gC0o#){P z*^wb|e@3mjA?XCRfA;|N8##y{tn;;8Oq#TVP3czuPSl-xAj=CJyv=E^`RW z9S}hJXnDTyvY+;*^>)ZR#f@4<;7?%ewixwILoir|GnFF3gs#L5{-@`|%o1C@rN6aS z(B99>qm*C#C+IUhCpCsHQ3sL34NN0uT3I4BF)!_2)%-fj5TsqgBdP&?DoVImc7J)_ zT9$G7`C-t0S5I&jresZ2ETj7;6l$w$_$1v4mbhVf%KlbO-I(B4H@%^p11ZpVTUBNw zTsTOf9+-bt7rxHm-ypdH+nONYsww}n0r0SKu0t|RZLX=Pu8ml+cQ9VZ3fOrO=>Cu6 zxa0#i1DwosTcAqr)A9kj1QjF%p8#EK4Ems1$4tF|+Ue~8-?s0|NZ%DPvKUg=@*RKz zS5oQtIpx(D<7@%`@*rVK{Q@V4MEJ`oq?^ud%B7SI3`fPMeNtBPHLFujn==@&Wm(E7 z$47o@;bS2rSWjEH?W}iYTrD1Inb`I0O~7(YVDVY+w_`0+qk)CjkY{Q3dDm2;ejjTJ zjLU3tT|Z5lSX{8jT3UtWA>m1T*qx3*W3mWfA9mbD+~m6b^12VPc&`rQ2f1f`ux?pcl^d0#kI8!x<6dS6BJ^# z=l=#4A^ip#3-CZIaS-V#JEPO@pt=uig}e}cXQ*#hk#>pJM%>1^XdYKd|JkOcpvd<1 z4a+Xn!#h$fd);puDNnia4gP~?h61~Vxqy{KdGnn9)K4F4ntP*6mCKD1CeHL|ggE*T zjx;8XFRIzKD5ltnx_M~~s*h<9oIsU)pU<4sX%XlY(Ry@q13Pc#G;vY*;0hCrhDXp4 zE&G;n;dZ`aCi~GY3#&v)4l97EaGU^M8=Q$^u+OM(I~{29GGiH9p>rA#OR^KXUM*A8 zrazMKsF%Hl259BtD_7+uJnlSvaIgkW4hC;}&xz9%>DsHB;#D@)HOm_Z*ZoyG&K}uQ zF_wd}MB_nHn$<126V_No2ahcnup&=Ark!cN)(^~NKc`!Ro1dDmyM^a)QGHREE2un} zvU;#0{q8*O^r)Lb5zYI>rzbyXQ72Bmi+Ff>WyaJ4)PWO+tH7k|Xo?i5HF;_T)+4i+ zW5zlPctk7YrA{g$16$Iq$6ivyJK8I!Ay*Tkt ze-kF02Zx5Z__{l{d)%IYYV=CU4rZRbe?#~-7AeN-tw+?F$Wob;A+~u+!*3R>R91A# zubex29c14w_|)Vf@r#`O2~I=G5Zsj9eLBj~@lQqOFU&Ldb;4LQ=?G>({jv16Dz@stCl+`8P_r1xLH{5 zS(g7oS?zAPwY7X_Q!4P(Stptnw=d~|BL}mz>}~Y=t;?a`Zq}9>ZMyB6H8pW*7Vy{? z;ZxIe`Vp;J-^g&8*&mm1fWB%&l7|G-eVq3kCid8U=>E$kM<@4C#trnvy-m zT}fy%kd2GTdnGH5korS5<;g@X}Nf;r6qRGD{^mL=7Q;TMeH}|)h->7F;d@h=*H3{?X<`!t#AH8NAZAq`y z9A1aDhwwP^-}`N2vG#IRTRsZqM;eNZ#l0>3fxNi{B^QI8R^xubd9Odaa1=uP`6EpE zF3;-)8BU!+v=PsPyMrr|=5ynLEJgLe2_)U7SnHzh_eeh<>Z;j~$Sd{*cB_U_lbkb3 zLB-sy69UUS#m}#n+r9O=5|{bfEhw^^@a*0}!J~id35!`+xvT62(~3Vnb9~Bvr`O6J zALD0y>x%u>!P1YfNdO1`hu*HU3M<*zzC{`Z8~$u{0#_>8SRh=zC8gxz29qai;oH1H zuJs0ua!-kuBwmNB{R8@n%EpWvz1c*dX zXoL*Rwa98|83L8;x(==5I>60B|1@_GG+y$4>2twXa`^-MBBOY`)zQ~~Xkz9_Co%2i z8ZpU6x!ek$i15-TRr*0S7{Ih26JB+`I4$=@+?4*Mb?Bp@srkODI)O3BxhLYy=b1Up zK&kxQP24J(OJv=sc6k45L9g}5sbT%q)px(^6Nok6Bx4mnZ-opvE)w5@X8 zkdW_qq?9)|c&!g%Vx4RERr2F)tG9QDMhfDpR`zg$Zf4|v*^1%#}~ z%mBz^1d|ioQWhJ*-~R~k5*O>g`a@rwY-MO#zWmhY`4_oqT@kap|{ zgC?nEC{pu!bgQcA@X){+(&zK#8f8+eYl{2;{%AD@y2T<+t6ipuBQKyDYt?dFR&p4I zQp^2T(0|mSH{;Z;f`9(C_%HyHenKx&J!Zc01`!Jnj%^EdD-BZ>ZNKN+(H74b;C%Zp zn`DhwM#Nsxe)l2g*W$8v{E0XQM8V+foHc?=q|$bmehK~u0Ns?nRAFJHe&I<)?qCKDK@VL~TI~Br; zzqTr9qB|25b8bofYW4@o_SeNd!Klqex?T%i9mY8va4OmC$fXCJ;Jg%U{gQicfyKLR zn&1s2acFna_*myM>5r55fRL`V+$2?DeDe_aeKgyEL@)nn+CENcy8#wC!_P1NH$FZ8>_XR>SD@r`AWuv(Mz_HWr z=XwN6`P$56uSdFo^+=dLpLihEsmX;fZ( zVI9_v($HRSd@9Ih5%#4<^upi5si?I#2#( zJHOkZrpuaaT#cKVdq6uRiJ~Tmr~(>9$-nOIfs3HS+puYuA&pGU&Q*5&HvgeVj#a&I z00}t|K|3IE9dX+HXHIo)sU!31rh%Y8YDyzaVhG-ga`4X~5n@gtI(@fi3TS{b{g4uY zSWpf)LVWbYja4AtVB8)Q=prJU|95UYpq4&QYHx{T7?##*+-u2U@eyP0w9>t{m-az( z*4z6YsHyx|IfI!uyE)JH{pn&qyyKc>oCy2F#K9PZBo`jc2TH>hmy&8|5LN#!mBS|o zd10!L7{Elp%>KXE!;RuZZwD(YVFMaY0)XB*7aDQ?2Rp-1CWLx#sSHt>dt!?zsa)d# zR$kW%9~<0=dk^F=OV;`buJb*0P`gjU%|QoJH)6jlN8p@g&scP^Dm3IorWbw!sYkm; z7(m1{9;*QYGNyTNB#+Tq)7Iwxu@%wxmLV1(+tcMUHpNJ}>1+i~Q4{3G){{4d>6Bf7Z=%rtm z>48-#;`Z@zmfGNv=5GYv!^|gshDJRsX9uMV&qv<1^WKPXA@H1I7yl{@-aPwStgi~# zyfn#dgh>INLedDLh6N7#y&kwNZ<^`HTIXdY(;MhUYsUxv%xGMFZ(&r;r^1vXbIprv z@24WE-7#Bq?e9L~VSZvD;DOf4-4s%>qr1@NWj7`KaQGK(IBsdvhKav}eVwHY3ZgGH zS8|tUY7hVd)cfZ_eyoeoiRHNs2S>YR`7*qt2}_YF@LQ=Zr;kmFe2I0&2AHyL;wJuO z(@OMOtSGDfn&A(=0{Tnbo}ESL&3&GCGHw=I_}FoZZ2<7=pFcG_kll?$vn>pwJDi|s zwjj`EYEf83x8>JNoZ~>A3c)CeI47VM3m-wWJjTv!5F)ZP>N${=t}^Tk0Kb=Ky^^bZ zDj5@d_!01#V=wv7V~*Fv6baK=HCq#EpE;W+{dU)z@0aPf_4MU$=s;1q%3mJDE7}9@ ze}AIIiqu4j^nZd<>0 z!;Go08AbZ7lCA~Xn`hp-R)>&z41@O-aBmS+zOBTKBY!c_^Yp!nk1*>nfl?vs$6*2# zuDH`<%;3`P{gZC)tCrVpT5@4j~J_4Ri6?{I7^OlYDp-%h^ zj*R;ggUAcTHj7QRtJ&rMr;F1`ciSBNF8Yam)r3=0?Rm5do_;M?;}%Mx`odC---Frb zQEcp%hkUH_HxT>av0~_9^%nLsc)O6qOC3jk4RfDI(xj6Q;_2${`b>)3*MHe+KCJ=P ztv)Fm$m*Gl*11$XEU&1D@IpKB}qaee?Oy|A}f>ZO; zGVIZ-sF>GMvDKfHWBm6vyncY784#a&ZRQ~4Ql9KL(v)<_R?`OrY2AFj>gnbWgdwW3 z#8#)pn?r&nqWa%CM;g4|*U7$%4+fo6;O$Tv{SBtH*m%N2jplR)BHh@seV)WgzGdeD z>coib$k&j;#BI#TJ5c%z*}Uhz1$?mn@>ZmdZ9&|Pgl6wbV$v1UKtkcQ1{CdH!92W> zyu2Sr4tJe#ZtqCwcyMiNRSekiz}x9Iv?5-5y^qJsOJ{$9GGF+nV@aE0p5BKjjkxc( zAf5qLrEuE;PcMj zbOFmeD=X72C;kw{cF#U?T-CNupnj)6t(+(>_czE;P@t#_3Kr-(F+;Jf| zF-tNC*;TN;CiLeXqtfzrD)-_+^jf9n&y>SQrv(n1ihq&=X6YA#>{`H)iWF~#A~EV6 zbZWKvU$%NM$+n#?#p+LlJ!-5Q3@|yV`oTf{>gmfb@ZeA2Jf9^2gAo6^@qQ6=RT*Ac zF@Ps}c7|>cmhMQ-DpUe54`(pvnB#Oe<%?Gw7nH9MNwObcCINF(#v`l|ortBe)*R$B zcVMr)uR~+HQ;O#ntEOMl{m+SI$-y1%Mj9C+R-rN5g`x$e^KnV%VG-U4;y-@B7}WjS0c!P-z2|3Jq+bh*!UhEP9Ay|6dv1OSx^lo{ zq0yCjuU9?M5)=m@tB`hy#s}Hj5Xq8A-?COQ&NE`=>{ySW4l1H*OAZl}LHzH_Do8ua zwIM}e8GTBJNqduL@P3uHhtCs5V}B}7U+0YP4BmHYhXqqo_i6nbTQ_RRlfLedr(D}* z_V2icb`X+xf&}W(gO>6nH^%@wo8OY_IT|_bwzskUo4Hv#Yf|Q7#_fwQi`Wh@Su6?o z__*V{l)=`ru3{VC=1|y|g5@p-PLMn!7_{Dox=cOcgNEu~_kin)so6bP;bXYju(w2u z4nR(+A5K{_YJ6flgsCfP}>88{_YW7AirGED935A{R(>W)3 z^hI@OL@;EujrWC938b&DwIjVk$1m)1yM{Rn*hCOBXl=0Nb=%k?;m7X1Fy{jt_;u2#QQb@HPl~+=m8FU{xg29` zq*ZFs;F=H)G|;T-J&x?q0g}|jY+Bj50h|sz_p|XO6gWq1IM~_R}appx+0+d`>amAKhy*zgfM7 z3t{$(oevHyYW!P%F4SM}|<~JSS^BUR<1d-L@>^zL*F&OjUXVr)M$y5H5tvmkASztBb>7hIUMpN#{|N ze#|98&!IiTt+6JXE9vx2R7W%L1dRAZdA<%SV2ur0?T1qy0Td@gQ$nskt5B}_J8+ca zRx6&N0=1vBIrQB~$~vj&e3@of1EuOWi{1t?F1xbQs95Ji?w_dZ!nh zeG(G`EcQB4!D<{cWl#Efc5G=C(@`wW8rE4M<|S}24wj_LHJbsuErRQeH}jKIVpDUu z8&eIwQ~%m)n6&nKNsnfM5r=D<$wrMvJE4o(DSAs&&B@ecC9r1Pa?08vJ(THQ!u(dX zh@*{Vf4=*v;NouIe4U18Ahc$r9yzwQy@3-@xO}gr_B?S2@-Yfmk=Yt%Uh!ZD@`(!zAnZT$YegHs3^A&~VNyv@C} znd1x_4_t_+Ou)&I4Mj#jrX9y)mBHcu%w%wTgjeqHm19tYIjO^bL_m8zly&)EHuwbZ;Bt#!UoduFrgk=NY=`m-5+h8cw2dPvoNd%uX) zUdZU|TIvfE*smFHHoiNMPBdSK@*;lEP@Ws$CM+ZRJCp|zbKXIDQ1AqVj+^=45#5xl zORs@L60Hy4mcH>@J#ZCVt>4@3fm!4DV9#<`kAQ5^ga2Abzjh!`TDAEw1V)99?rs6! zh${OrlyhT)kxg3wDcz0mWpdNnZyPFrYbWq1+qltL^#9%uGMaS@v@3`sG3&wQYY4fU z^oJs8`}#%+h_BTA!;cvOU_&aUf?-LK(_9?E)F7I4;nG3hPN?> zHVEZehDP44=*tzKZ>;}Pq}0-i=kJ3T?uNZ%&E&ZPiHfLC>T2^+?p@gP-)ik)-4|ka zI-3BmRcDPWaF*fr$w)WZB zNmyj9_d^Y-L_k5pl}B^_TQf+c8&fLSVpv=9gDHUdATd>k!`OErYG@IC!>>;kE8(#@ z{^Yv3spf9oxw}-1ECshIcc}% zlA8SkCLF7oI``9q?Jxu~@Uk`xX38SP1*ATFB1;7eOfiei>Vw~^m`9$$J%Bh`KYU2O zYxKP8rHO-p-cgi-ouPV}na=IpiH3U^L7knNf!edgi-LRJ{90eXt+@AM_#9igLgp|O z5uQLb#2Cgz^-Twda)Npvg$y2j1x|*yAzH+!xN^pmp^Y~$4O~jujp|z&?iA=8x(`bW z|Iulab3XW=8-{nzvmr9!jffW6fc7%xk1Nkc={Dawj%~j$ID&LgPI?;49!;*a_S+5* z?UWytp!~xm)?BNX{iXH_{M8{@0jG{f$v-{u{YTu;Gxm012x}1vstA&8sjpzJc;Bcd z&{w!vUC@(2@2Y){IU9oDGl6;_TG~ZLQ6@k&L6qjWU+?Swv0hzsgY+u*mW7yl+{`^p zizy|g?Cr6_8IA&V!$~-HPr&*`A^0ZiDOvskdIY_Bsr-mn9Gg5_z8n)LiS8|eZVQJ= z?J^r(OTadeXRAo+CZMqsTt8_~HwIFD0g7lyd2F0wqW&SWDR*dRQrYt3b|ou>*s|Oa z^2_`19Mq3^&~u-XRmz)6H>NMG)0dX2mZa#S(7$0liql5ZqHQLY+ji7FOoUD})e-R7 zNZyx6Q9ItvZ(7`#VdjN3@DnnIZTk>o7g_e3OZB$P8 z3B}G-+5!vaEc2p1Z>4%Ej|cweR>r2|%w{ z)i0%~K`H_!Ys`#09&9HmW~(SH7~QGJiaE#fzXDG8zUVR#^rj7R1bh4Ww%7HV*P%SG z3Jy&r_Xrcpzav|q*vK{mW#^PK+IvcT7YC_zH5g4y)Y6msZ!$Ld5Q0t06{U{Pt>*s zbA_~S0a&F^sg$~ky>JqOiFAD3r{;PF0cCH<+moPp*V!V3dY_9oXS?wh9hHSO2x zqP{Lg#s6s6)&`%8<`HN={;ubwk1m_2gnAUao?0K9N_HOyTi*$D$DeM2DuCYDcIcPQ zr~t$DepfCjD(M0u_Ri(I?~HRcd4ARLP}q&Y>j9ouIS+z&LD$Tcq`(+duLq zSlri;7yI>odOAGlK(%DC8Yf}1thBj~rZ2F9EO!&VKG^R%=%4x~K5Z+1Xp&QPf%dkE z%8PRL2z6=Etf=x3T(@OiJRg7E{+3MSiZkP)eaCtLnfRiAA^AahMunI6oH~(+@Q7rE-~nOw zIYtGI!}({>O+1~g%r%4GC}5TuhfrAA4?dG|EU(vB|e zk0O>!5C?rZn_mE(wK<^o`wm5QkvM|C0gp7~;NJqoZz~Mxzu%e6JZ7To65oEi%wH7i zJbKn~sPV+?%*Fe~V&+r&j`HD|KU;l~^p$i*AEp%NiQ}db+L|wylQ*%bPm0m!3+N65 z=#oVIPKLyV?3ni|m=rG<7uo_e<8qV>-X7P*{e|>6@dQiNN_zzMV+7-u$CqqEmp4}D zuzd>PD&WZq;>%U@Ie?U5xB+C*+ZZT(SLoBY-4@*MCi)!5eescJuH)fNF#fj3xIkVNGr2~u8lt}{mFm!xjv+OT;0R-zSKcv zf!l`q4UUd*xhcyjBUiuJym`;uWo($4CbBAbZgM(bMqz3Jjy(Sp$*4lIj(BixpSY;; z0E6ve^GQ)fVp0TaeCXaymgOKaMv<%?fYx6WxY@G~1^;)~1VtS@GJp!0Zqag@BI&8)r*)D zai4m)2D%86d6R7MgS)Uxs5~Y?6{0C6yZ^#brCXni{xFF-ly*2%Xtm>hc}F9^-awDj z&m7XXn@%gtj+U=K_jE97Q#_$e;lisgoUS4L>1;-G``ZR$|FR7mUQ5^E`Q@#5#13d} zzWkaD3Y>qm!(vTL&|43MLm`9(plAFwErn_kyMVZ61er58W z(5CQ_N~(>kKmCcgsnbr<+ib_L`>Rl$k3W76F0Kz9M)jJmO>6jT8?~YS!M3+qT1&4C z*yFH|9EuAjZa)vN!PsIupO9>n@8ivw!xDVEQOrNZyIOqU8S*_UlRUh>qMk|2vWaG zLUxoWy6EyaNgbz3sxJ1%PTJa<&P@W+godB_yXG$MoH!yPsfssB;GRRb zn9C=qX#2=_AIgVq@vD&=+KT6mPOjF+{%Pgd&;Ak2BWtjHj=jtlAxIDXHQo@ccm1P< z=g5Ms zJU)_tFzj>j%VfNwha z8aC@ab1%eaNp<07zeCTEXjD2MZQbC`XUpDS)8h?Xb+@5+?11=Y3g!t-WL^R;L%Y^X zGOls)u9{ou=J#$wT5dL)e7AI;=En6e#GJQUw~)?cWAPam91feMR-$eZjL-S_g!zM0 zCn-AKc>z#ibuM7IGDreNHEL#m+6yzDA5cfmKH-;TsYNZOG&X=vNYr+vq)Nv>gR?AH{WpMd3|F4PDYx$S~ZyMC+GNTS|SaxhsC*r zp2=qQg@bo9BF$IV&zXMy=4O)i{u~+ztn}Y_^`a>?+`K+!awK-+kbt#^cHw;fWxH1P zO)*LitD;G@vwf0+_S81yu(!#mAzAx5Kh_NqwA~9Eyk8Q1Vd)D%T7aNs^^EGnR*r?3 zm^->?R)x8ou%GMsilZzg@|lL#?r3PwLA_l5nI8^|P+3i<;pR?8^R=OcYlYx_Ij5V4 z`W<>IHW!2NA-k0EF3^+sRYRk{wSDhD0ulAvLF_Y%+FK%BgZF-s3h}(fG9zIn-z{{n zi^fRavLgt+?&*|Wx4x{A|5rq>1@6kHX3i+CQPjTblRa57QqqZ6kvgzilgi0zgB6s6 z-zaJyjkxkcwo0D}J8(gJ3sR2whoTZHAJ%k8FjQP`jQm9N+~FW7*!$w+>d@Qlj5mFa zHiGClv~wUn^T+*C#EG6D?@f*3f7xEb)M{fu>4$B4TomVRP`Bc)FrS=d^Ga^e7~(U3 zA!FS#*uzcxpnNASMKnWlr}fd^4xz1Fm)(?b5X>8*5pofJXzQ!#aRT}+gs%g`8{|o% z%hbT41v$0saA75 z&(m2>c^k5{oK6$unuzY`_Y|tCW)uFGEhh_MxrYqLVQup$r$N__=Euib^6!fp%!~lH zFKWB}?dlTKG5-}q-$k8a0(#4+QTf)2j-D2U=k=EBbyHJ;_4n?7s(_RrLeZnTrTA#! z*Kn%4OSM6O9DY~+(r{gm@1JO$Je^yf^c_0VoUE~@DLs-?U1f3I%&zXw?6J-1<_;!` z#p!Z%s)`Tc@T9bZ>zl-+&Ooy>;E5)&*Aby@t)zTB7*htnY^`8cUf9Clt|d_*Z4{Dq zI+=f33M!ALC6fzuXftHO3vy|bSB;=8=GglOF;&hqn=k>xGY7mhZ@MYG*Rp1#l2Tww z&MLa_ewfj%|5nrLCx2!fn6r5v7g|;ISEC-%1tOax$FxDQ;A5!vqk!gZ?jUK7j^}Xq zXcMF&7d;19c5Is1?ZtZq+L+4JR@uL^J+F(fvaX;gaQxvZK#npBy7s@Z(h}&RCjhiI zx_kTe>)%d0`p126J(5Pq53Yyt-A5FAmcX%uD5Rpip3yYe8#kL}D`#{G#?iN6!P{B= zD87%Z3OA(|M9TQ)Ohz%LfbE3>?4jzvY`@T|0zz^R8*~X$Rmm*uk=UFSy1$U14p~+p zbt$v=S1!M*lf1X@?0)Sq9xhT$g3@jS2R){t>9>qZt$sTUtMk3C>8~hVx})4B$yCt> z{9TL3gzZ09%l{ug zKt-5gBypT){RWVnqr2`0-K;a=|FTIm{YP!}fil%>iL>6VxI+m+KIRAMf7$k45w}wr z-0ZC9p=3O39(NSjR0`Ai?W*qwAk_a~aZOvGnt$0CnV@zs{g&;`f7u4AFkI-I@~^;7 z`~LqmZQ{8UC8-P(Wb=Cx74hWGtqT2j&-9hFjP7uzc&QFsl-_-Ed)UzRK(MDX_x;kc zA}YZ5iIh=odf}fbgk;Cl0f~q=_R~eWzCJS}B~QoPO0*9c?gE03=>>ECU?-aA51ri$ z79FaH3Mn&^OYipY;-ITAB)h9#h;)fPh|FzPYNr-NB`K1riiw(kP`{%^`NMtn{!Cbe z+TWbueI2A{^hq^g)q~|=a!W3@kvr;_RhmL~xn$Td_zwH_xhVjCjzv_+d~DC?xOC0K z>HL8XHke96Z}^8<%14J8>Crst3Kq1>Ejb@^Dr@2yQ@DUfAv>YOSM^387^)Mcn9Xj9 zMN{AoN$xDwH;x1+?99JxeeLvR^9uc(bXEH+-lWP48OzzA<>|&l-k%tj;K$6w=Bu=fTMa{3%PsDHiB37u6sRc*EKtAd>=vxSE7nTQ z^t0Fb=$FgVJqkLR(=fvU|3z=P9g&%B|Dt`c(8hveT<^%vVU6c;{xn=(*xgwm`z!Us zUbRk2n_*}g=LWGfNNV4iO!#05C*+UgYx2c}%_!a8wM~uoLx<40f=G2w%CWvx7GEv) zW4%GpJnzx017HX`vCjdG195mYD$h?4ZW;|K3Cvf3?vA%a2qT}bLJcik1CRWL#A5%E zJ#jpLvPh~Z&dM+&X=LShwREq{H%s|Nt_TEK2l*bywGd}S(@Hf-kw4hZmrJBw;2LP6 zw;(EkcgPaGU%tW;=)e8&T{v&L1N^#E14#b-c-rzg>J63ddCv^)f-{V>vR}Sfq3ch@ znknu*e+xeL_$}P#7RL9d>R!=-WyWi9i?@Y}1(YjE@BnSvPZJB(gEqA6!|1<_%~)(~ zNL9rLP#WeMEtVd_P$Wz0%EBOdThQ4EqkAYiNwM+OVy6DKVG_x;KDo-HkFSNkzPXO9`{fu)$61^BTS7Lzdk+;WcDg94i68Ngmhi?*&ZS~ z3TM4`GjZARNux@Bd0oJV@w)_9C1mR&f;zbLVs6hPS z4V}F6GU$kV#eGBeJ*X-$lakZg?e4Q^vHnk~V~zAdCrg2P1ZlTRxn){b5|TN&|D*dE zO1H@Zou57(WVo21G~P-njBkzo)ygg6A4V9^kebi>o_FR|ZL?!syN_VXVc-#5aTh>k zOUBlA)$W!8@R6gQ*!L4_DSc~hId0tz-CvOKI;Iqo_MK9+j!)?r zPz$K6cIxJ!r*#DJJ}(+5UzqbvFDot@tZNBIF9%20S*e^9)$$%?7>sOe3Ql?FIXaFv zG{3^>EqAuN2EBRWsZ9x*1@%^b$VJr?3IcVv)&ChZav>@kKe^G?Q#V$hzV_X-%R)5_ zGlq@_*Q=T3HNbu}>4iuM8^3vT9WzLvU0Etzf?cOzQ9)FPZ=xO7K?67q_;J`dBF+V% zQ&($VB2NZx7D2Zhl`jVSXcu?O3txJ-!2vHrv;e{&yC%Q=JAKr}5h@yNTt|%Yu&dPG z+57__@T1ZI)Dq>Z2XQV=vRl(D`k9ix7N&t5dEXLJJyZDeP%HsR-iBXaA6N}xWwK|K zS#%3Ee#p#@Uvpb~^}^mCSyB+`8>otQcFM_}v?{)pp!IvV9X3b@YGaF1BbaV7v#MNQ zU8tFe$X`;<8u(}1hkM!XdR)frt_?C8=Lw1gtmU}vYez00ttpPbtb8Qp5K6|Og8@q5 z?9VludGdC|C>d6Val*4yvjJQ0T}db2>*xxZ{L9hE8#d30|5K1WX9&?=i@B3t2@cM*}smciezXk!b|qE=si!=#FM<= zlRV|o-K5C`gWxPQdM)c(TJBK5`E{awT}-7sXV~XXy=k1#!O(>|%28vV%JsF!fFzdnE`XeigG<>4Cq}p6w6cn}4 z^K(s^_?J=hOik6d#j$WH7M26C>H~xh-UbT~Cd~Aj5SP}ol3nKrQy|$8|7QX8>FM{FB&~qx#Y26Ezz)|g zey2tF^Ul3uO+#&6kgc1y*t=h?fg*)FpWa<@5&-(CT)O7j*?{>HEiTbW-fI)Ho5CR| zJ?mVh`zdv=&P>G3=UHj#ww`KLe)^{Pxn;Z%3@7hnawDI*;5Sf^)YDlgQr@fUmD%KG zik;;BcDPsUGakRQ*V&;Km0@|?xxSRW*)90#WYo18*HtSNC(H!=w$aqP@WD=r$7M&> zk!a2iQ_Di)~eZ-=KR?pz~;8aqX$wy=E7blMDDC4=;6j-o4akc&BH&;_<(K znryk_S+`l!mR#Wr2}G?312^);=9j0gJff?6!#D-n$9PJ zu52>pX^`N#8Jc)N>~i>$jkmGm(1I!VC${t4om5Ow_pYAX$MrB&yC@g8)1~ibvYg4e zr3@^Qb!>O3j-reQRcV)2*9az+jV7kNpZq%ifaYsNvPI4z*hU#jv zuEYa=YkIj8#IxPj>?~Avm%vLJkNI}tqfbijoqMO7<7k6qlI~!N(T%Oqx34Yl`y4?& zPSW&lWkxH+c0H4ilS;3-IGewPIk?39{^S5`0YB*uCVye@lbhzNVVg>ze!zUOSRInc zYEwl51UM(IbFqJWyuIvh#2H-(VFj$8#)%huyUN&<_T)&lD+FdG}LCcpP39myoaO#ZQ>M54J23 zmo&G2?8AL{nA6|AW>areil6%%-Sg<07v?_m2mAsQc8Z2W2iYE)E5@|_S^&*F4%QZ} z1N~I|T~FD=41T{i6qOMek~!h>JmogRC?vxC40IVXr7TP;(0i||d~-EQP=XK?T;Oul zGZR78#gxd1PA{EEis$4POq(Yq67nT)Mr*uwSJ6JYv*X+kW=FU#P<}-|8Bv;8^X1iD zWSu2|6G3`=o=?i9obOhUyVGeELtS)*j3^<7hS{Aw<+PTjdZZ$HJ9I zzD?jDV4lexP9t_NRhjV?mD#TMAA)z(t<9kP`srDp<6PfxCp=tMIiA_jqxN-cZ<$|| z>PvcJmKu3?i=m~otgp1*;M;|_i-}r}kjX6VjJxP+llVYA)dyCvc<-E!WqklxeCqLl zl&1&xWK=Ijw$&ySk6;fl(D|)wY#~6s(yn7_DmNcwU!OhM8)K&^UWD3 z&jUk04XfX(3ArgD?K!_+>{i9^lpUOIb{fbZ)#k6fMXHvX0y}SC4ohE?7{gmL!BESE zVq+7evPnus-J75XOM81b zx;RHYh=?7U4d1)g{7tq4&&>h&XfTbOxva)bjOFI4*_>%jcl%5~hI7!)mGcPiZKBXm z%U}(-tG4N%iyiJ-%^?jlC}t;v)hho`jC2uWc(|l_A8P%@53NqK+o2($L({f{JA2f^ z%eO%+tkB&<(=)NDD7-+?PGY#3$ZJ*6YAzK(UzB6-hloT=D^VL_3eMxN1&+26v zYrG!mXi!R~{o1xX3QVsiZ^4hp z>_VjxExKT@Oyzxh^6ixU3Vgu4{=zLsH~x!fL19fikYU5zR~fk*DYL;dn=^DHd`|bx zNdJkC^cSssGLcNZtT8I)GsA?UB*NJXkty%UUe2;cuG>DE$Bdt7%aX;_*EQD0>30{% z-fl2ly1o-alnM?FE-rH~{(NKk%H3H=`%*12IyoiYN;vVCA==Ol`KXGfNKUn2{$weS zt*AcrA_}(mt~#7gu8vl5_I{~?nc#Yds~kxrgXfyR&236fy~37%x^=H5a0@?_2#v;7 zVDKXP`(d<7=MvXc4zEG3%0GYV4uR27ESw1Mgo7zJ+Yyn7i7d%-q(Nop<-gt4`ti)o z=Hwj#tm;6L{i%Qo{bH3$NmEHvzzBVGQvq}4%(Fi$C+^H5{LR2|r8#8Q*KY3EZ6{4@ zT@|$^qd~NP`oX6gLvM6E^2euwWsI(KEn0g=Du`2LKM7Kj)9Y?B-;`F7Ws^1 z55J0;WG}|I)s^U2-S$vb7w6XP$b1De$H@)fEgh3}OO}jjb$AzY(G*zNqZ&V4#?5Bx zbz2l$X|aEI%9d}xW)rwhhpd(juU3rS*vk2U`ag(!�!Fw{H~n7L;lML0VLlDj?Ep zRHTRk(xpa3YUsTtD$+|tMFgqRYovD~U8UF1Tj(J`fP_GbXW#$#ea?EG_pGzd$Mb;& zS!8Cfy=TwNHP`hk9X^5emWhMs@8r8)qpci+BfL#@Ag}4s&#;b~L>&AUgp;0asDWkQr0C}ZSNP%n&n(6N?-bW;{6P*Uzvr8n)l|FO%qcJb&KXZ z&o{}WaI#)e7=K+UM91dsWt<&%wrv79KfZwVmSX^Tk5FQ5soRWuCfRp$9*)*gLXCuk zphuSWN0A0b5b$lky__RQ%GC{`YTQ!Fn`KnndpT6;_ut-YL2vc7dq>+^_BWyw68vcy zqF@%1m)i*a2*L$dV=eCLM(N?B4?F`sVO`$udpvc=!Db6Q?S-J8{3Lqnh8^9n&xn5{H6Uy6M^P|B8Pu~F0p3aO<`WcF}i`9CmJFfrv_OrbW#I+EP^6hGIWeKM{ia~ zkF(G3J;>%Ad2pWH;Q#aIlC|Z@_o@mCc%vR1;cgH={zqh&Q!#hhen6gf*&VhANYQGF zs(utpO)uInB!iO~I$X5oD+-;mZ}1fng%wl#;2lD1_4B=0U5|^!o3#@-hT1c9xl`He zjzBi;LIF7HA4c%<)s3Sq>nG1c3~>Ye-3-!-5Ypq`W4MmE1I8Irzc>YFm8Tv>JK&kDcl^g z+_H@hTL~nlc50~-&YmaSzQW)LI^;$*?E+yLOnM6U0HCXD0p)S}-V0MPKf$TUO^3^M zvP6!9>t#rr1<1N5CSzOj;kY0BS3-VwP%oE(2KyP=H~oNWav-QXL#q$3S?+DQ_NLnL z$BeYiiIaa&!e&96IW=1r`6E!dhjSJ+K4tw&74ex6;Rkzh?BM6GO>x8H_K1i?zi;uo zhsc7^)3uo@m#4)81LGh0tEB8m>EnK<@g^U&encZ##b>u{>{qHcTr4&9FmIGs(fKZJ zaherZpH|XlNJ)9qxOrkJ$+oxHnH_Gi)}u4hn6EmtB~9erpCOqM4fgqBD;9+`>o9zO z&QYNgzXp83^uEX)$%sr)HBmP}PHH=fe?irkB?kcykr&TE6zbUH zv33O6k4yuFg+Lr&G*XH`+g2E1mv4TOe+=(TH>tnwMawUJgRl8!UfR~I@V0bF#aVtY zAxuzUSuk^B7P9Yt9EAdE15lj9v9rgIEv}&gARW5{J!VAlftO~0Lo79Sr58aEM{T>} zau~+MZz8AuEXOQiGVoVUVA>Dc^Y}z`&%HJFenWA23Q1dr)%*-97T3Eozj-nHGG3m- z!DdF5|2Y(`+e~$9s2{5E>fM4MCQkE#8-PyI2FR+U54(UMf4LzS9KQ|}%_!v+bKs6( za|`M$%vOWlbR+LS$=+!*Ux$o`fY@9wsczQSZO@7qyY}lRRcyQ#Cyx`J=)m&x-|Jt6 z)wbKP9xI9TJ>?>%Q~_dELrl0dPS$wv`|x(;0+Mu#KG$yrG*z!VAu0DQ>FPSpECLgs2}`eHAVW{? z0&cXX&sS$Z)Ea`OT<+9%v!gMxEoFL(_a7u3MPPrn0MyAXhPkv;1nq)(emTG@IsE=B zcxKv48@%@pTpl9ZCV=jBj>yU( zv86?lghb9Ng}phB7Cdh$L{sBAHCyoX5v4*8`vCk$(FGd!Y=3RGCY>FD)E3QvSnFc;^3l>z~}zbxnFMqoZR|)#j!X(7B!>J!-w~&PUrA&8mmPe6geZ%-W=4EasxmbM51KjRe2_ZGgO_wbm8GO z6KJq=7He0KlT5)O3 zFTfE?+k+wgr~noI0Ma~G$gvq_olcwPcPCyE{%sMTV^h1ZZF6lZbvkRys;)ktnu_4~ zT-=a+eeO5Tf}ayFz8K!}(7AZ(mt9lM2kj^{AEL5EVQHBDyq$2dgjr?I>6!hI6_c#4 zA^K^TFIDi02h~D>>0xW&L_pDHS{_5_Z3jo!9mvGXG}oClJO>zMX6srzNPHHJ0}-#0 zu^Qo(Z{Q^(|*r8^2KP$HQMsAMCT~HAynS&kNq{R-xPEW%$!V2PVKj_@8mo4W` z#~(_0Rr5W_PG?k}%zL|PpedZ~D1hHvN{k?DQ~1#>S67~zG>!Vrn$~-E3JMCW`Kf;8 ze@NhV-fYl^sf0uVmq^VUzEYFM$w`KAgvDEzCk@O`i`9xb`@s%~BHf-cuoENrK>!fLhI zHpnz4x8+FSc>XSi^ye|8<;MoL2K^hpAN}j%$qN|AF`!FE*0%)6wmq;{2mJR`duC4J zH-|C1v1C_PPHHB9^ht|`BhG$12u``>?K|VGY-HKtZI?{Jj-x7VkEp`5?kKP?%w&RK z1ach$F8*Hk*C5Z97Uh;9Xc=h;{C5;&rGWp`O4j}5gI#cD#>vd@#lZ_0EA_NYB+&F zy$2}&RwMEi-msAqqu0YZ0=uzlCHzwd<`mVtK}$3fgQH`;+O4#ORNl*#OjbhCg2t)I zUd^gvnfYo)F9xbDm%^(0@DiQ=aDVfLQ#b*8%1w=yRGTHM1p1x+rOU~tG$1!VE%`3! zceR4od%v0o6M*2n95O6PxjK1_%c}N>8ajU2PPvF=hR>Qjp1Z>ul|l zb)C&7h!VEy1F+|!4*B8^%)MTv6rz7bEY}Y|q-L!| zM*gLnZ_!ImUD4=1mKA!t+t!T{m$3S9WnH@09omiL>3RA)v*LrXRkhojytBY z$u@Sde=e+LKa+(~_NXJVSpfh@a~%|E3%NdIMe_Us4Tz09xI4(1I4w)P3+W~%T%&>a zX0@gM(w&i|9FZ3FXut58UB&>AxX#3#%?a8<2GK+Zbmu+2tPw;L&56%WNKmvIv`d`YhsCiBwd&kf><5^{Mh^v z&DIlKx!ZU)r$J6&=OTmi&n@riryNya*uw+2q@DzBeJI?o$kN$QmkYmJTgp;p zS;66DXr`;8^2$!6PENt}PDh2vxPj#rc6l)kmSd-LDR|$I9CyNcQ?!Wh#8#%*b#
    _#9f*@tbh{ZpnM%m%J>B5?!J%()$4d+fMNpFX<-yw$$O z6Iz{BCo?MI)HRMkbP`{}xmFP_nbcg42Yf8ob6eTpoOsZfo-SX-NRk9My2Sjf2bk|! zNmiO;WGPq#gSP&hEL8^HuHK@uAWV%`yJI1`YnLbU2Hy0i_lO>q`6;gh9@$oSBX>Z@ z29?tr`z=0c4YeQj1kto;0bXVUFtBVc1j(IfpJS~xEx@xkRlxJWg46pxs|k<`E(xEN?gQF?QYofrNK$U@Q5TZ8)wQEQzA)pgsr`-r ztQgtE{)0u*<2-Q3VzS8o`&4p4tM(=k;RD}++jUY$P7Daf{L`7{z={<5bu&2Fn3JE| z$!s?>6=|UaT#X~8+zJ0(ZWt_)e82Oyta+xskIS$Wr8*W-RE}Wpxs}EAf?ArW)4v(l zq?S(o;PC~!Jlah$t(RyG^Msef{=nNsThyt!`=UJ7i?SJANlX44;7QcgzjUu~>i(Zf zEeO*}zp}GT&YhZJ0dNK&{q@TFoYfD9mm~8R&t^R;0q2Lp)a1HQkp8ve#$yM?ya9<_ zVVvQOT$$&J*=M6?p@{OcZ`-rkIAi^^+fywJXvfylo1E%GaL zkBua`@gBh2z+FJBE^+)56E(Lb7Ro*XLGBH)rBgDcE_BKXEZL`i?|ZCR&DsCv+5GR{ z^bPCZKN$Bn7Tha-Y4*XdWE9Eag_iv%>Clkguit8d=WBpzOXX`5b2mMUMJNr5ZOPu)U%am-Tcy_nx7c_mfmvCR;zH@|jX;tT-C%Jd6MhfMJS z>%=jI6Bpmg-{e}WywpDD=D&1EQ-MmryDfGkvJ*(;HbV%5rGh1}Tb`uZ6LP{N(swndkk(z>Qx9s&B@3(Xqh z?56Mj<4_9tWyn#^EPIfiwme}eeXWr(sFfeGhI)^4t(jVmTu_*loyxv(dT0}}@A1f5 zVumN`+~C*M(>KA4#M?3Mc*|faT zIl_RfKy9728B?t$Sah_`Ywu_vh=A-;Fdx5eN8HGFnhw>f4&6=VO!uA_+YVcZ$`bCY z+`RX&x!xwZaS3vMK5(P^nv!n1{YG1=ofZ7T&~2(%;;;(TE_4&+6y+ay5+w`hG=TQA zg97*^nh?rSN%l#zq;$AsM+2S|5%nGDGH};4&Ycu@%g^>E6{6T2!~va>Ux@$ni=8Z zf(EPjS#v8C`Z=M!EB|@BP~|TEan$c6XVI2*7NQJZO)>D}0aHOLi!F{d_ivzUC$=#U(?6 zJuzIhbgbA=d^e2#)?xCyr@SZAmVgBRAf-5?sJ>x=C#CuSB8*)9m?dX& z=EwHf@MR}v>WR;twp$dJLl7L$x+b?Who_~#O>gtBVzOMwAOq?L3dag6{OQs_h*ac zJ;;5Zj<&n89EUYw4`y@)7eX7){2U@rA$zEgSS=UYj4m^&vO&+83}!a(yqqiG&K(q; zn6sKtZ?90~f5-Ygg^SOLcO>5UO;nmrK(L4Y;G0W_-GcW-rrM9Q5u;!Er^)vza5dgY z5X)lTM|ICNH^A2S>J&Ll6*`wYp64HQ8=$)-`3z0A-Hg?YGv6RpR8e#Cs9H?&{G?zql(a;U3}=coNB4Zrb`~$Y<-im3VgE3AZSfB{0S8)CZ1lYn*8yiq-hdNC@dOR@*%n zQRD5n4gm-gXOZe*mj8s#0p{s~&`pWeh;JKd*A~jy<_X0W6wR`d=K8x)E|?0a&PQT; zX+@8_+(cG5eE+#=0$@T0j>fUWEaWOS+?DuBv-(%j2{gYwz=~1K$qmQ~EJlm54x^y& zKQQ2V0;_H4i(}WySuH+BIl$o2$=knAQ2pNCE?wu+VugQqTht?NF!b#{K=KJK!h zPYJ{}SYA26sYSf$T}wM@UXtvQCuv}08|QEPAAYFPj$#3!T4A4nN?GlfoZ`)WE6au6 z;@NxW&2P^Es-oOYGM^{WYTtx@+E!jVUTmG&SU<)A_x=x+luW**Q%(Bz#4>?jbC$pO zRS(qk=$|DH@ZK2+*osx`R0tlc#!lK=iW_1Htkh7s)f`- z@^H=u0F2XCGCQ+&aVDi)$VF;^PQq(I<{)GkM!25MB6-1uDKD^8w+T-0KbHEn7=8}o z9%!>VV8-`6luXj0F9`r2}46;~WQ;ROY4ZP{q z;e(oRol-AQGLvV3&#xU-?8A}AuSM&hQF@V>Q!@}gZiNNexyWek!pRmRV0AlenkC|94>nyCLtiuiU>Qu#AkbR{BqvQu5{)^HXucBgHrLGa=%+4 z&`_7OoGIOSo%Mq3kd4`%L1AEi5K?z)%4_)-4y5CYcIQfA7yaOAHV%C9Kjr#dt; z^zO9FP;&PtOV8$zM}F9y{Y5jwq?-G#uhg(+8+#q#ILs5#dS?5G=+4|wJXIBn1>o!K z;)Ddz1^ZOVOZ?WXe1NYqtMS|&pUvX&c#Pfl5Zj{4zQj7_WMbY!uMX`y8^=@hCB*WV z#YK#5auV02Kd|g1E6(>SPk58uo=|_PdRf2c&a?OA@v%eKy5{@Z|8{_}(a;cj$Pycl za|Owi>>;4v>f_oKM*6yIsQSZ;WcCd`1K+ojWS-s1s_8+LJZg5BkV(D@ud#DIM>r{6 z`9tpKGc$beaGJX;^*LGT;N50NtZ+r{S24++Ui~+C5+ltjQ+2 z4m*YmCy(Epi%)*3btp^zw2!j3e)^<72_C}%3{#c`;j(+Rb2UnnfF=7Y0osD85J2{&C1ox%77V|O|6-<7I3Rs zge~r~X|YMTI01TXN4oF+M=UOuO)}fxJzVMSQWff~Q?M*IU4CgQ@P5b;_U>ISr(iDM z^w0>T#6pX5S$esmdP$)iAP`fuSR2=TLaPNdN9~X)HKC2TbTYafUc0wryD~I|?ZFmc zN6Htz1$`MKD6pS!y0GcNu!-Bj{Kg1Oyf-!2pZ}i>)&Kta z|9`s((Y%9Knx_*@1C8(nFuAAT!Ih^2W@)aBuGOzf24o#p4b}70KgAZyO!2~Ms`XHToQ6QE{Yku@`n1Ic~ z#O91p$J$To;?`&zqo3a}InCF1{A6-tS@!5l8M&_HKu@|m6p8O#nXKGLtjx{$wRqdi z%vtW<)4VuE`;IcoC)qQa2f6W^N8V%5S>O3fX9v*ztz8DfeDY@J<`vhUumgz}f>Dlv zh>xDU=2+(+&zd`Z>!FflG1yq}V)W~8x@Z|bok@0n`;3mR{kQivz=d^G#kjIrV{9&IFoV zhT$M_o!j83qkP`G2BoD}*TWcySB78teLTfHAHTiVX2tfWd58)2$A)wGfs=2DYrHom z;1KB;rEbh8HDG~wYJzzaR%##hnCwueP|mXq%PP!%;fljB4c~pqxK)ERO;1;y{D!@DK(v(xI~?(uzW#6W|O=HL+17V zOc;B=PBjDY)spyQ3VZl6xHI_^ZsFc&=&#c}?>&!Srj@`J@;Tql{OB=j2|QohBbm*B zg#M|f0%TTk6!}r6-dszl(rT1!Nu{b z6Ga~WmJG!pXFZmOItd;)FvsR(S-P9NsO15Di+=CFk_U*0Hm-ogp3`Hq&#%uw-TU(Z zte>aYfw^z=dQyPq*zZi0p8HbZ#2};(2>>+xvrX#8gFC%k(!lRz&)Evk^E?~*`I`Sv zKij%kQ|1HI+A3|;8}4pWgnN_)6cYuuK)e8|z*|DXMw3rmAZ-f50UOBE)V2 z7PFBih#!K@AVymIB4-P9d2K>w@hsM8>Q{5}+-=v+Y3sLCv9`pgk$T$_Hcjaq(pJ9T z5@wD}fl>0bxkV~m@!%S?G?=V~ZhTmZk+>cXyWahB{-Mm(`~6k7vC1H})5@ z+yXD1C`H6Sb@OtaBL6Hp)AkBs265WCP$#sCxO2(FvYD-Fx7ckpCdua)b~;;wcDB|f7lh*3%7e$Z zHS^e)OM-Kgx(glb7BpWoyqP=VNbz(1Rni`kM4CJr4t|;00QytCXWMZ(QEAEe&mB$8 z^W)|qIn_!mP1jib(6hYvcDN;{X|`5EBOhC z=iI#ed%ZKgl?-bdUzHw2?u3l#>@hX$PY+Gz<&^X2v}O3jy6Z@C{ocM%%nm3j*rbQ+ z8nx;7#*dz@iIyILxqrnOJYldQYeFs1dd{4lXPzvDn9PEh_e5u{c6srS3Z@#%d?tgH z=bq(4-ER9;EOx;7EZLd=D0!LsB3SNfcsEeQ9F+ZH?lJtRNHcaTy`S-P^MYdUL&TpZ zFN?#QpyZ0m?EnynQuA6k|_Tlx2 zjm=X-qwgmf0LScc7#pLpcgJt=I`vXG;&8NuhsMaV-}wT+(IHG=;STEDbRV0u?9zrt zM_=zzJn>2oKnBw%VV*|MC~}zJ<}ug)^)iH;kk4_)Axy^~eB;`H)(Y&nsQ3%-c{*ld zuL}`5E4_4|a)VUqCz!=Q4>C?FtfLF9yxONl;?JBy-iZYP)xZ28S&@e3`=TRt-3m9% zZ!g0(d*DOC$#;LALvfu_U1nz8RB0Z11R1%nK*Uu3%Ja`11zb3I;5cY6+%PO|XnV>g zOW&fFsEUhVX)de~HHngFHVz?v@42rTJo_3)yS8*VnK`+5k1z5ev9#Qyg`Z(#08sM0 zM^BjfX(TONcJtf0y>naRMrrfLAfncz;Mf}RD)ZQg-&l04kA;U<`;O{>)pHJ&FCVUv zTQF-tOvKX6u6R!Iw?Mi{-6Ku8%q7F zKq=2C=g?j5tF2e2y5fu!1yJy5b<4B5zm}KC-*`d(GO(l(N(1c)`NKU%Pm67oRqVoR z#-iVHvIy?*z6l55%zBb+odPTit^;$;_|sRlIGN4wiixuEm&chMnlPVHHG{!lqw{^r zsUKVJIIplpOKo#L@nLc<!0uh%%4;rA+z9)Z1gVNDRBbh zcO}HTyfMbtPh<)oR zI)kE#{}%UzVE{MamlhduBeZJQJsmBC0bTeVcJ1s&n{Fu7F{*z~KV3}(TfHrL3uo6n z+On3jYKoZXRRL(vFD0-H$FWW-Q-i|)(YW@OoM!+8HW9`NY}WC?@p+Bhk7Z`nTBKoJsG z*A@_!jA|ep)Z>`4Wm^ZnR5H>ICVswRa56gvc%di&N`MGa{yw}>b&r{0IUNR=4oJs;ivRIx zK?$jkJyZ+745~rMN`<0Ea|3%A7D^NNz0zWGF(>GW^feK2st;-0jSZ9laRQ(!23#C2 zK|1Tw3%vEM!IC>@{3Q~o2V$S5Y00O5Sxx^BVj4A6>jiQ&geNnBl5Ztjm$5!Ps<1M> zCcCBcnfQ7<_H&Rq@$qI^Kc}iE&p4q_TgYp+(Na|?q#07qER6awxJR@e&)XmBemrOTH01q3zG3S_0-!|1 zO>Ks;01gu5XBMPST5o!RTW3G#D`4~2A5OCPPSc-jOrpDY(T}B4`-S^NWzFn zH<&Q(*TJITw4{o%l6BYA$vb|~;Yy)+MX_D7VyN^nWXP`W3t!WH!`Z^^K#Ala)*LsE z?v~6~&q}uE?_Xd*Vq*8yc(J`tCUWd;>jRd7xr1_KbJ&ZZ9-mkT})VGtF-wOh?Znr}@G>4t* z;f8m)3C`QqquHhjcM@PG>8!k`?p*w<+{B@GHma7woP%FQk#6%0g#-$;gj#YG;t{`C zwHR}Rp1qwk{jC(Xs*@f&bTQ_%P4xa@^^wDLm|}(f7y*3i@g2((2Y1}ws^CgD{(248#@uJb{Hcv-7a0XfGu4P6d}FsU&GdT3~vkXhorem&?} zpOFU*qAr!ycJI@w9Ruq7EzLg~rebTtW62&X8x+p_y-!IYEK%XU%Ef*gZ*G5@r~B|= zYBm0fW#(KMbhHmTl2<7Dv92dcH_H&V005{`qEN3FqYmBE#E_S)MV>0N!xyyYV~z~4 zkXSGm?H)FZj}jKPB6-QWb)JCv^jrCr&9B@a9Bf^CF-?0tATDcY=B;s|@mjIog@a#R z5kvb$I}F)nIO!+OZSH+DEjyj}zT7-e*GBdZr1i*6e6Vni*QBPKAS&(aBIf!%={Sms zpqs`LTES$1wgSLh|2dB9KCMLoHajma%6yZ%;w*Pnk^<9K(grdw7q(TQAHVPeX5I$L zp^x(U9UOsC22dPJUq3-PP1WS_xHzqArf$m5Qtw$d{k{SIYC*kMIbyjpJd3;N;hys< zhJNC?YUwL+Wt=>}-S=GH^Tt-9XNJ!lm5aH_Gwjl22`@rrl?-AH%ph6T`urwB28Y_q z6!*x5Nj^0Y0o}`jSk~LXZ&@x}-rot;bY{P-t#Nq{t3R#({v}WFO?mK@Hus30| z_fhX2UkNMNQr8Q54qwXxGEhz0W%A)~0mw)h^cB0=?Q<)lTim9z8vGj^c1BS<{xqGi zV{-3k&7F^uESvYO`{gf;R~7MA5|QA2A>fr{q-c#Z-`oB$yTBlFo0Fl>&vyLfF%jA0 zqpgT>8GowhhKjelJVYwckV}fG8!2nAD(Zknd$Jk>f>VYe(u0wUlN+VZEtVLMZqSrLStn! z6pOWTmisO(8z}gK)ld%b=|f}ccQr}pw(FHo{_)Y~-ZiliUj~ICP`0~JB4(+#{TnDU zlX=Y7T4LI^c5L}Yl0op29|hV2wgpXd>QXa~RH0o)k5KODUFM<}KL6aNBq6#EAQofSht-GIaliX!b5whDpjJ?)CiALh0_!0ueNJ;9BaqOSC_Uuzht!Ox z?_KVFFImfjjmEj|*gEGY4RRPWr|rp7Uvb$brMN6PZb76eLDV#0PxO#v+g{-FxMUOP z*y$-ZUEwz7v!JcW^c!?THOzUXTJ%LQ8;7O+*ia7oZCBZ2_j>S66jX9XkW4HgVT+)L z+Sr1Qbr!WNfr&Q)6$q-(w91Ffj7l$q&5B`@s2>3_;8z}e65mSiyI7b^>P8lx6M6e6rceD?;%2W!X6Z;k6|pN@|JnXq8w75q`@<$YB#-&YELg${4- z2`iM+^#b_oEv;ZWx?DG|m3aIEI_v|Lk@3;D;SU&t|;qB~x9$Ze>f}>(vEa?;OjNXkL938{4aS13m-pv(g zJ9COIngQk{v&!`~Hu)ZlL$G(_qP2wOFbegmg3N zoz?x2rx1s(o0v7M^2(NV3{D&P58UNbeo=N zK$fcuj?n=xMe<)9q9pR)_)CYnJVGsv+9NUi?*^pAG6fqGYO*3o=+JB|kq7U4Y;=5E zCIgf(QY#{?`Z0=p$7iy?s5XDVc~v35we4`#gCu|4QD{Z2*+te-(j1b+!kCmK39{tu z7V*$;WB>--E=9RYW}`f4om7!5hNhsoYtGKt7HKD5emH-CGng}*eC$RkUBf4{V-+PO zf1UJ?u_4j{aoRKj|Q!*3ThzdT_&F=8#+6uhdne!vuTMz(Kn2}!tPkjnr-J5`v zu1$C!lTKJ@2NPY$LfuBxZ|!MufMk>)C_j_|Na}(n0lWmtp6!wZt~~7aCAQE%g(o84 z(}VCbIqRtV_GK%Gz8T@~sAsCLzBFl9x|%xfY-9tJFH5pMNw8a8enz(0;O*dpq!&PG zu64z1_Vs*24-{C?-g#|RVnOw&&LW4Gl>qG9Lyc_b4Om{8mz_B2o`8SNWcD6KER#Jd zH|r|>6J;U4&X~#JpU>))y78-?SH>}l9Zu~ejy`jU^_Vect%+RL$BQe+2c5WBN~NL? zOIDV{Tr4dk4)v=xwshSER`f}tz;Q{fcb}nmN&zT9{!qlG7*SbZDrVaOlxsX)Hd;U` zvDD22IJ!(`M{U!6_?I_uVh6G97^%BvxF>WX5Lw@)UL-f`W8;Cj$Ykw>ucI~j&gH7Q}Ghs}Q@6~R&Si-1Brc0-|czN0Yq=XN8m`h{n-XGmstlEh7 zAmZHAEtBHlA+BD?BjgAyvH??h_%$W?5cVoP_Sx#8mJ6NYN>P`Temw3854lKJMx66@ zXMweR-ecP5Gbe?>sJxqa3_tgUZ*Bql@-4RBiw1}>L9!wH=6n#xx1mCA3z+8(9}rfe z{|c<5{Xt8rR<#yU0{|-1l5hEc=dRD$$7{C$aLiJ_$oqj6#Z6{n7`ZNSbCane_aNNH zkaX|{2bB}vF7E5G1D>*5URCzr(0+?2Jb<3;kplKnU0|+INBWrM1R(sgny5hR;>rai zR#`WGoC8vRN4aFaP$d+}hb$K;uQBfSy0Ufbs5#If0^cNe;S2*m;UKkKyW&Ot+(v)# zU}%XbIWsEOQ!m)0tCB8s;@(>=7rec>ucGr>EvP$3Q(4o;)a@uo%*_EeQ>ZF3iL3J~ zn|GFO%7o}BZ+pSH7^cJW_&SQ~wE>7mNpUALHzJ1C=#zjW81G;LC$ zJ3}P-*(YQ;uF^{$QnhsjwPFrfiNuB49xiwX4e5|EG?xBR*ce$q@cW( z5+Kb++S0aZkTkHX^aB}22A$lEPOj{+s9OmQ*$kHP{U{5{zg(w12)tW7w>t|}h8Vpr zc2qSFht-}00OLE^HrK=qUKn46|K@^Qj3RmxfMZlQqWEM85D&@@Y5%VRguxKwpY-w1 z3CFs0-ux1EFYI1rJG9U+sXW-3R<<7ac3OiNRHRl{M;Ypr-_X$TL5tn1*fA;QCmrh( zq1vE^gu%2BPz`F|y*4U|EVTW}tv92r-v=9^LuH*E2(<@x33(Fd3L+d*rQ)9{JiJ$< z+}F3|Zpf6+bW@Y52BYG*m_~l3%*-E%OenWd8`V`S+h2<)Rr=`cXaBshu)O+SX{mc< z;^!qPt6h{`L8j%T$F7)G;hxuQS~#SheC<=H65ALBQ z$lV@P=JX0dTQD_SVIVoujYa>P`KQBM1~OLj>1rD4Z+gp);iKLnc+;_17vu!wS2F zQ|NE0FTV)JMVVCQ**n0JNXp&yuq*iU6~&GM>VA$lk}fEy_@4r6=1va&UL1w}j->Ih@&neC+V) z`x!>>Z8p=Uj@-;8rcpDG^k=>;6;v;^`b!bRbZ)tA%%)VQ`|y_T@-Qss!_I`dljO@O zbfm&El2(`8fLn=EJYbSTsKa+$z>_`h)1pIG+~-pW4A??Sd*fT@b}i- zD?HP38YHtU((LnBi3}A==#XM~2~r9F_2gS)g_Zj7Xy(R!@2A{Up!gad;4T+Pwz2M9 z@8wT-KuMpPZ81=Iy5$yQgAX<;Mj4hN(izyu6J$T}9;h4G38_T}pCS1Qv95N<(4)dv zEmy}Gg?ohe2nA>2$3O5sLs`UM&FaZuIGs2hvwTZR0Tz!Bb!2(m#tP!pnVIdR82JT@ z)hCI&p{9ZOngvQrbDl(=L?S<8kC;)^835PrYKFJp2G~vhT>pblC};FuX4|!;=U+&! z8|Jn+IzOoPC=&X`4r>#I;h^@JWh_Vt+3wl+1E}0YpfuBQQ6(#e8>j#mOaVLVDG<6y zOR9~LWjFr~@FsvTl3$i|alglap^NWM;{127y(#pbB;`s883(CuP1~JcdvXhgq6Y5+ z(Lh(6TJudBJDM@j7n4)?^i#g zwg7Y6$OYz_mgm~L{$epJKkRordZV6l#q5PV_rxFmYnHo(j z__nel=+9eC=_l3Hu|UYGU@x4}lA8~g(|Z7JBP-;1a_tD$?BwT_~$7l=s1!&6=Ym>7QSpRrp9d^UI-VH$SU2YtCJfwo2 z1p>dJ*t{S6S`h@U=`^Sm@1HPp9tCi6=)?51Qw;Ix_(w>DDbKfnPXayg>2?qXBA=;w zWOPVnQ)fgfgMNURP)m8i;v4VpwxR8UScc;np65h*0q50X2uWD(%?RLTYPApc2lupy z5yPml;wo6EOq@pHBo^1W;5M9-gDA0O zKq<(1h$Ng9xkk;R*xTL7n60HHsa8ckC~bNyeBWog19eS|fW;hBuAbG8S!D4Om)F8S z{&E^0(*~}wj7)TEd9UCa|3PtsKN592R6S=d&<@fz=KfiHGRu=Vc4k;f$_UYAw&)3f zV{;_ksaV|F7(q=M+|iTpx;RvBSqb^qE}WtA7$dgMEq=$fkTXXQVu zJJ;7@%R2qk^g=~pkLPk)qx;0_#N2LVZxyU3U`3L1`%5nvRc{8IeqIAPT_q|9H3C?~ z)y|UE9X?K1?9`q&28hug;+Nh+QWvW#fY)8ZQes!)rY|M18x{`x-3C0!h)?)Ootk9r zYO)XC=#Tjt)&>rI7K>>(3-?x}x(rj_`p&_B1(UIBY9^}#Xpe?1at=)vAWlrf z&QQ}(1y+Fh#MGr<-+9aqX+@~>SeCanGmyp|i5JJr+i44JLsV}FzDNST zlof39$4zN%A4K>CPq2d5HszC;$g-fb@OFE+3kwhN9Uk)D%@=Df&Gg2c;MpQm^ZES(_GZtj0F()d9-e6j^l45Fn-jnr$&PGP9ffw(X)6&FT zGn2h%`kYQpG;eteyh9^swKla?Lk-2{Wh7cMY;sKXyc<_)6K z9sQFM!^?rZlTnerpUSY8)hUW|6k-uhMWl3IaPz4333|c}m>4=oY*C9$eto*iILU0R zWq~5Y&i(z?%7cmN)_5-t#T(P3PUpo7;+#yLYpNx01v?+QrSJs2)olkjBh}Iv- z-R@glum1E2aQi}6QZDba)5J2l9BP{oioL1VAztH*I}!4BYgnDZo%OsLNB~rH2 ziZbV&Q{$CmR5BXcku@sU$#>0NAJmfy&~V6iqfBp)oqoSkgt<7-55C@?L(obOpbEDB7rAoWIGqE3-;Scn5Kjuqhr>W+@g z{=^@`+AHz4#*8xLe}2@zm@ska%@2AJZ@k_7J2OI5>fLZ6HJ}5Qyau`Ed#L)pufCF( zkr1T0D%(dY?OgPTNx5FO^{2nFH1{w7LyQspwsLa&U`i~rq2g@dtbq5Ycl1E|cM*IU z?r5pcZXNW|vh?Lf(rBXx>2>oJAEJqB8!m($pR_i9IIma`svMG|_tRVZ?LM_0yNDqq|6v=3W2X z^&yg&d`BnV5>VLaPWOs&zw3&sxyiLEBLoK>55QH@J}c08xoLU-7h!K65B2;13;TRj zilUM=Ohtr{WlFY5vL$5SO|qMieV?g>>>-4h$}(9e%h(yRg)~_QlWpw#jCGi$^X{DU z{hf2}`#kRZ4~BWnyw~e}U9anTJ(pI|V0#(zt9hKK8wMJ%+Bpjj%EX=w zf1=wHrJ_f1PeYKwId|GQ_%ZuqzaXZUme*0H%JG&u;SC>`%3s)ZoZ{It| z>_!XwWq7H;M>i3*{)lNoX6!A)G=Gs{3IJYqx0rE&p!jXY$*Z&Gb&)i-vfw{V=1Dyd zhP}bcy{G?Gc8gER%Ti?-8BVYXyywi>_|^{!4VMI(BRE`#+tG0{p4Y)>xrx5z*m`vuS9z@oQSD>Cw1B{8 zEam;Q8K*Q+5V_*OTK5<_fyPlvQzf74PN{G|w6-twAUMC8yIqA`Q|;l(Ot3hcW`OgP zl}-NEh1xN`PwXW?Sife0<7*B)9^Mr#ghifd7Iqmu)*y+|1}6+@ti5jVSY z&OZN*D6&Sg;eJN01E^I&a>-F26+cd~(_AR~(M z{JHoywA_b!E`G^UyD7A;pitMYcoSZk;-d~YlkG0x6nP+Y9g9h~vgV%Xy~zFwBgK$j z%aA=i??ybT`upu7N(zy%3Rb~+3OKwrzN?%RHb2x_LOS_*#$zn7q}esyXy-Hg=$12u zdj^B-6|jm{)ygrN>>)xnyNLBF2&xTb*R0kh^$bQU(FWgdmcaM|>l>Q^ADaO4A{70F zr;4OMl1oJxRo;?2d=$D_bLMrD#-S^dKTCet>>>JRa-~IjQpeBq5b*%~wi=)LLEh2B z8*+%_QLkwM05)1TB~R=Qp`wR{71wPm-`GkyOe&APKGSuZEu0^70$ldgW#Z{@Tnn3- zr3sgdY)_#lr(9q-B1+p8^&7^YaJ%+vuaD1jq9QRdNWM~$i4}%SZ3V(@UMVxWd?-0a z&{+E`nBA*&Z;R4S#CKd6vxP^l>gNUv2vl;JDbi+~0zhA}v5)xAidMq1vJlqZW+Vi?udG0&m+n7;sxciEg=d7)U48ApDeX2(4u0yPr z#8|mk)uaMqns=!PEZ`iBG^DCVOpQ$5R;tLD+xcH$gEaFy`ntG;5EkL3qXu-e3I{pajwHlA zwmtwLLwRzv{$%x4yNI662;!M1lNlMZ*u!YU`TYt$hr$SskEk4DpTiop95Oz+X8W`| zr~QoG^=8?G^F3+F>U7EZ?L;K6bn8t@ViA2oDcqHt#Q6&mOwH~fyCwyA3qUd5sG#c| zoNo)}I9DXEkR(GDE`h`HyzblzXc=F5-6K@vNmxe~ieJ|JNB6KIZQwjz-0b1GC`-(6NV%TAeB98jtKX9itJ($N0iUM@VoVLQ0_$7^H7#p~ zci`Jxm8gj)_y_JYTF&A;w3Fn>P6*p_^yPNZ;(}tP^N5i12Wr#ldoyh_lO2ZG4Edrp zWf3iq=(hB|;GgR2Q1B$--+E!RqZydv#Q2QfQb{lD4sGvc+?`e1;DjPBa8is5k3z20 zKEwvj0UtYPEF3M9pR($02&_HW$udw*Yexr>mV2aR%N`_#I9?R?yy?Z&h@XSU5<%RQ zCq!JQpDsUrv_3&?1_l1b5ubOfv68Bae#)L;Yn4cFT67MP?5oyfd$ECi7_>W+Rokk+e`8a4S+KFYSyb?f9R1Ar~QS7Vi0aIU6uTa(?Tr`zo zSF01qCMKjkwU; zcfdO;nlUx=R-r;(&Vs^flc0PCe|;YsyJ~mUleAQy%w~UzZ8v-hj+wN+lgl0f>n)-W zvl=(5Xfs$(0zT*5_>I{4@~e(hkOMzE4Muv6=G8V(n65S=?S(-a;1tt+W?ubMDm>$y93Na z1_l2MkNyigK-CfL^8Wh`^kRjH-!jKHFDj)?)c4Fo)$lEdcBO#p!&o=HK$ppKX4hmN z^_lbu;_6Hz#8pMmC&!JvcWjQ>MVB@&7+cVQv{mB^*RNp{y zHD=Fg{HTt4IWHi9k8qlHVp|8&EE1^MgN9QXKNt~znB2Ty^5ZuMWN&j)QWH0!<+ic# zyR+9vwBMyiWIc~a()J+2_JcXRA0TlL5VC%m`;VIS|Mq%YP4Ev>@4a8xjjP^3S^_sV96S34vJ*cO z4LJnXE{8Fj0R9OO_flVeLX6*^`NO0o1wTTxpGPe6V9z49fFcG3n_TV;7kyU;;rr`Q zb)*D|LmU`41C>LeyFJK$j*0+wFh~PNv#N9=f-d=xbUdm2H!;ifpZ_2}R(BGqhk#+v z80P6r-SGqDHh*j)*K%4mO8zM-rKF}=%HdkyPOI+07Xhb{9S&T}{eEQMr|fGyt48m! z5?_VCqfYy}`@S@_Nf5$Rk{BJE_DX|9p!>@FiWb_EKu(MY4g?@h)KrI&i)J88 z0eYzhWs#2c^O%L9Bcxf^lgj<#bYX*XXm+a_Fyb6rzD|X(2OA%+-D4kXczdmKb6B+5 zu?Ix5LL>+&$Vn$VqE^VgZQm5iAe?a2O|$N0I!c!bAHBIx2wVBx&fecpw+RGuCD9#^-0Fv6Uy zkSJPS?h*7O^eC+oR9rC`a@{>#UpN|d-YB_)8_?rrQN_p{3|0&Y(I)gHvx_^^5M);S z0|ki+_D;smw%DH^j@O=}vssSLP@qo|4VR%G0-+oV007Z2J&hjlm|V#?7@rXEP@aRe z=4o)$iH7VeMwe2qrR?(n{?B!gi_NA(+8=|T;`9?6brlNV!+E(DT5r*t;djHeU3l`O z83WM`Rlg-PJTfhg(qhUmNw=YMFZ@);^mP6vdJ_wFv`=4X)rBA7f1QIXHCylqln(jBRZ@q=T^N@NWLLm6CCh8zYUR-L(AcbwJj@1JVoP6*k0 zw7!s*xK}R_>aS3Sur`Q7d@oPvGCPWBj6)g>d0}E{O*XLjSfAV!Ei1skbAo!B@!gPW z8E!%qTw}kHH9?md#Uw*{Dx0F z`OQ)KG+TpVk>CEmSd%^P$qUUIsLkq}jX<9YVavAP_g43~Ob!SX-PxH7l>6JZun4gZ zYkF>V&$)%iWoLZZFZcV_^C<_5w%#IX_tcWs%I_>(z$p98*m7m}Av@LxG^@Wlg;P5;{kQ)(6|C zY5K$aSoRKu%VthS7{A2#^SlS>tk#P(C9-RGF01moqGRRPcbo$FM`i^=pYA~_B=zhm z5%WNx$MG|~zBhYiVMiA4+6a$+>l5O%06|3i=k^VO>iSW@fpp?u(*l7z{170nEx8)t+4c80hCY>8Y)pG^xo(?U&(q zTn0&e!S-n#WqQ<_>um9D$XbJ&UX?rGI56D<<@4OnVQrS!~cvGoKv zW^MW;aI6}%FiNV14TXE%Fuo>pS46^ZrWiGxJYn_cur0*! z9rt4vd^Vkp@|P31K@lT)e;b^z3YOQ*>3^hf_%=SaP^~ZrPvH7Q_C6>jG13akl8bH7 zZ)vnyd@ra5NSfYOr?{eey^9R#pMpDBD?jWKj`)|47i~>V46_cjhn{@hbBsE`>#qB? zL1yc*)sPNcln|ISRy^C!rpisV+%-P_IkK7f&698iI=7}R;E#^lP*D*91ymD~MptL} zT9shP8f@YcnY%?tHskUCO<%vtZ6x9bkfY2S*;XP8A2=(Rm$v*;LO+nuC>(M-05r?gPyjYiyGK zMEb+@SPZg~ag)veXD51i!rKQW5>L}P7o2smMhqlBIma<;3Z14yX4$c0SBLXmQtFvS zn@i_Gn+^pu*`dX>AG)H@#uoq@(=`=J8UK;-@#y^(i@ru|8{q6bNyGEM-uddH$UDn= ze3EnXlfL!F9tTIbOBKDUrp5LCnAF%$a@B#C!NafAg0N%!PsTOUB0dtcUVi&PG-++% zhp+g)U{B>ngk;@_n$Q}EiDm~2VO9u_HNzGL%?Q%Oy~)XQ`*n#mZ~ib5ot@9?-@n8x zonL&6-s$okD_YnbJ*nH1lb(0(k`-KSD`Z}=_*1PheDx^{@1}ko0-XMKH^Ilkljw3} zWig&Gi_g6A!K`?^_{6!orTrd2Orvw9d#ZnD{wQ?x`E|Widp|Y(zvWDD@uoIzt=6AZJ+mfmZD6?IM_bDs?VxRA z(&0Nv3ub{WPR#!OTM*oC#ab|b)dbh4!t1}FIZ?|Z#^rmy7n^o;`6iY4zag#aVj0k^ zSG4hGn*-oxsJHV-4}VhVJlBMw6eG}8T*Uvaq3{EOqpBR+A=r0p+TE5r8{CHL@1^}= zIv#DC3OBEM*`}NAE}!_3KcKD)Qj<$+quRW%o!utQ|o1qnsATr4*bi-D?j8R|@`AxSz;O(l7u~>{X?-%06rhUAOtMBumT^ckT=IZP1#Es zG1qk_wK0E_l?QneoApsiYJ(nW|EyzxMe1scNg!Z~8PR?hgV?}LUQ&O{y=#zhlX)as zi;;c^_{gYuryz+rh#Crf6)`T_Y;Y`-s;PKXFU+-tUtJo1gq^+*c}SXa2+t~l zZdLYz`zc){t2f|U93PoS}eKo_4tz+(|U0Oj>kI}>g&jCnJu?qR7B#0P1`um)2WaVK} zxJHTlHq4JJ23gp>xx1ycSlRs#3km~=Mb?o0kFZ&=UA5R@-_M)lw6#HuWFjj=xm4Gh zk9gO(sHJ1}uY8rFixC~(k4cg&KD{FXO?Og@QKheUybdl*%oaBrjjQ_bN-2(RBA7Yc z*K!6w+LvAH#NHu}22_lF-i zx|_8RT*>ShSJK$GWpikqzR&Lc77!4-;dK*d@uLwZyJxj_h1ZyXi5 zo2tb)kZltz-6=_T70~-cR&28K{Iq%hgY${hD#(R^DgNdAW9XaS4q;*ack}p&KA6t| zB62Bfr>~W6w4nhe;w&1<`iTOidQ;v`e)~EJE9FMmkfytDv%R8zDYBp<`3dLgR$1l*2^202 zIOd6-ukx0S$&wFnB&?c$R#L7ci+LL1v$snS@g(}?xWm|n&;a4o0H2rV{a8;d$H&skLZ{DfhnVjah ze(-fA)aiM!;wJP9s0!e46apHKxyArs?RDf{Rxj@rp;xVbSNrnBF5|#k+7|1B01EUH zmpLo=NV~bl8oQ(Hsn?cR7HqDkY;NiDxaekbri3~ZRlrQ}GUK8Y`^o5e!z@<7b3S(s zj--d~sY>9O1R`K>>7UdT-La===R%5S3@UrPve@#Ry!zCNu)4)uMiWSlg#KcD_>L#| zh&Q_@(fS(6c1x@0N5bzH5pYcYr{F$8P7Tc%C!fvVrhrPy9S8vq&R&BNit#_|eHUC` z3%)pJ9gIAvc41RFYn~+60E}E{A170=MGv7Y7P{K6!$cNx+?mqn6I2HnHqEB!ux$xy!}1 z$*v}AktfT2+L!H;X(y1Kag=Dwj@w~}hiJAack?76gQD0Lh{>k>8O;ITx83!d1f)k6 z5A#?GCq`8>;(?)xEUx@gP(G;q@u?e|dWZUgH<*}Dy*&%s?Gi5#bYl`0ednVkuXpcM zFkq1Q|LKbHUkH_*Ya5y!$rJ8OYJJZWM8GIs>#4A{5VHpeY9~k}9PK&;vmHs4Z1D7I z9fJdzeo5DCYYJsV{hzGv;$JIcj*!)GP)si-(bUnc>shy&^}ta6&Mfp$)BT?pl0>89 zcXjMF`Dxmrva9OKq(e_GnO<$1?bYJA+&MPY4ZX7jrt8NF<@`t>H+A>GPyPq^G&=A}XwmsQ!X+Plg* zG+18qb$wBcn(M8(BZrN7<(bACfVYzdeUY}pn0gJ6jx=e2Vw83z6yQ5$UI$#b2{d<( z7ygK&9Yg9Sw!0ystVziGAi`h;H@ZRSh6~mYZ#tP}I74JtWTCkbl101U9Oz|jsNIO? z*+c$LkG`-dU3Tp+vlgrV=97rXnj=xOq#>@$A2QaH{h&Emk~KCq6ww2U4h?U-J(2mX zF*`oX^!eJ#`iH{~Pf%jOVwK@#-GP0{HI-uh7Netl0O?)5&f6*zZVf7e@yvocLl~U2 zU=l7?s&d&q^qmQN!~ybG_At3DM=EC(hY1->b0XlkC7r_fcYOv;3^-h}mBcsTtAAB1 zHW_UGN#5)O4Mx8GiXG$;pS=R$@Co7bj0;T_^#F|)@~!nGi6bs1zWJZeGcnV{)+KjU zC*UTu(g#0%c5g4yN_U-g%P$9MKXBTJ7@7gT`ka86<8S)SVW^7umL*2xW(5=?OID4C zbYOyQOL$L5S*ChV1P9B7q1_0&>*ye^s-wa8sTwDP<&eFEhgb48#i4iK7M6N?k zj`GJE@+)`tuZR5g3p2hYziR6n{-Azj+r=ip@>7ylf`D_<@GDq(W4&d$%d>e8S-NCD z?MgVoTOR#>KopJwx4$=iXKWOxR`>drf)7{8!y4dU%mJRkyWaE0n>C?tCS9a)YUG#h znCCtxRItR;M?nMXpG zfmi@M1^E5o5a69+s}W>>L{PgxKDgq1lC{%a|Mw?#E$&Fb*KazZjZ_!X1#g zNhC9NC2tjSc;L;Djsz~}Cj04z<4*ff6AE>aOg>xiQC}9N*xgUsw(6306 z!OW|;yOf|$cR-yLGgNSx?oyh9(!NlV;kJaLwd|;R#P?ao1xEi22mD{kD}9@G#>K(C za}V8US<+HZuW1=RN<}=}LsN9TAF`RUYjSr?iFm`KsWHr*IxiL{PK!io%5-h}bW=ioSOolLezcf6@I?j(h+!8j4fKXN2pvGltSa z;1`nz3s^|&P~1#+&h{qgO{;MI`ZDzAkHb z_&BRNOEe``XaPU+e7fojEpshI7S$h@vjzMCi3@2J!^hFD0Gww}h2%TLJ){xH%3C9s>-WINQGb|DjaU~qQKBH^n3qZi?cjAoqQU@Vsui}Yz5ZnNp1|;< z7Wbf+rom!hB3iJ&5QdmIAXn_)+uB?S{YO8tGcy%+JWpX=qM1Q*$7bU0u6cH2%jB^t`>~7UwOrBBhHeAIvjPdwVBAMcK6i zT*~w2$5zvsHMp@7K4>zohhS=>OJ6P*z_MaY|01X89TgddU@7SiBX$d5Y$03#_yjQe z=CqjgrgKh-0So&2fK~%vKU_?Iir$5^WJegp?8r0-@c^xLlp?@EO9MW{7yv%=3$Ufb zG6SHq$bZ^zz}7pU>HTf3f16(XmUc9VB8qMs22vRQ^AZ0@#+m%Od%|x#kgqV$B^&as7441 z#G2T65>1UfGJmu5h4S1{v+fVmbA&_-lm`?gw9ER4n5mdw`1n<>CtyooGyQJeAq$UJ z_=f`MjZXebLu_WAW^BbX0ig-07Tw?j2#tpyXiK$uGg~VMK+^-Iwko23$)OK*LP2-p z847?a8v5QcYZ4IzKBue6BH zxc^fpXi-ONJAC9YaMN3DjQ9x$M25^OC0o$nG34tyaNN?FA)*T9Mh74AuDvC3{MrK_ zoU5UL!UWp~;C@0Jps-58(sl0%lX+tbkVRcE)i*PlZK}>b|AU;w?Aox8&iqMIqCW*e zc5kDk6X<3@FX#y$nIZ58lak7P80j7?6InPpG1Q2~#2Vp+a0^_F!qZ(h%}iF!t3>rK zPFeMdumrKNr0k)`AQP_hEtx$s(Y2wkFN)_pu}V|PPx{;}Ay?Pfb$xtquImKxm5&yz z;O)offc5IVe`fJ-8H0$g%N@{33+rSk*&^!MzNgF31(rO!`4C~jeXP>TtBiNV%(zh!Mkk-aumY^WZQaN!7hD%=)3 zJ>Cz;8v^8q-R1Ofb6Pwq&?be6DpLX>aWJbWU znu4ttx}@`2_&L>|hAI{-b+pU)z)G4kURY{GoSE@2Y_}k{lZwX!&Q%Y+K{MfUW8vy$ z?wgD>C$geRo5QQq5bLAnb^0h4e3VbWHapn@A5=u;m0*1v=v!zyCuwgACyRx(A~ zVc{jvgtdVzT|gXcOH=0rnt2lo3xs@tpk&`IjEL%M%Hsf@gYL*)dgJ!xnrx{Y#7Y2p zGYmz$Bu}It_JAfi85hsp2S*dtg*9zHlY0WFcFUen?7d{JDiu3 z@rF^}QeLDbK7op{eHNq#*@x_9}*| z!TrC*Fil6B_QLZpY)SyJ0`A%lRGsky8V@{`oA={w*sd!>Xod)MWZzHCwfdc8? zWd!Yv3Sz#7fTl=f#y0DJ_AnRLt*hlR_eEuUu{}Gf^YfOfdrvl%)i#5ImEYYV3VZvA zxRyOLWpL@4^VLBfHrz~9NZ9cGp({2rYG=p*Xooem5NQ=`H!xfj2r2Qmn@_GqtbZnd z-gr+1^)(DBq9ux!15}goh7=L4vT|aRY!f{&lPv;nO_$c{i=zRp?3McZWfk|iSxW}> z5nIB38y|Y~dy)gRFdVQc#Ah9QN!Sj)ZhpH}6Znx|X$*D6^^zlo=`jar?1c#CneC@T zbSI7?!JSD@qxw+RR2+ZQ$9Yq?E_ts*Yi|iwq4DMLyTI8$^^YuK{BFIH=Ec1=G^D;w zeGM9Fc~r zv&f<}3j7GO;Jz{$8AS~`+2e!CP zxt`QOM^W#tRxXR40?4H@0An^nJ#NRb@(_Hdp8dx9z13{%d|CM}=}CjnnRhS!BbA0I zkb<9uPcrz0&eKb2A*hng^J_!5A=5yOurW&QXXyu0mB>&AYsVatq6N%H5xlug7LVO3 zdg`6n0Gnh*K6Zx*#6Ad!?lHS`<*b?%Id>;EpA^)oD)TtE)~4eYr+~l7 z7*+#F(FQsQn_lvIhf-7lc>s2OHr7e&$npX->wBJKlzrKA$*t`Pc>`$lV6cYA2F%JK z{is_oX&(8r)%$MYW%2#-y{hA&(t&aM??LC?nlCo0re>7`j=`)XXt4R%J-;Qb%X{Ui ze)i7-;#BW?@pcJ{hZ!Y|o|cVM9=x}HPlyG0IyFey6zst{%1b`GO-I**eO{cbA2f2G z&IA7?#0eDyXw^vx9lmS)k4W?Q8?d86=Np|ur)T4ilR)XKKh+ROn(W+C${`Wxe$XFP zzJ89o@t-8B|Kl|u&@%qRSM+W`DUK;p9ah_2wWdNyA?dac_y!#xzymmO{zs}#o)Zju1<_FyN&$nrkQh1 z4`63fXOCy*vfJ=Q@c%TDdH?P9dll2l3EGt8g9%U7yIpF^5_#&o*UDQeY^KpR6Pvt@ zbcNgD0O`63=49y$VI7jaW_%4()#YwuwWHXjHukedYV+$~6-M8K=hhnxGZ)G5k;;y^ z^rv0VQr>@`13i2%Ep8NCDEx0pn-+~9t&pxT@Y2-Fsjc{lwqF3C=Wv~Z`rzganvu-q zj?;Ggs-=87L$YE>qxLVSP`K%`uqkbKxltuf^9dLyeM)BTSeLxq*zzyB~bdJuQ*E~aUzd}(hcu_Jw( zCnkZ3UY;I_{aoXxPAtuefA>>J zFov4Hg91#oG;-^^?7O7pwQu>RsC&Hie=OmkJNAx0C+V9ba1{5}^^)9r6#f-%G?bf) zsav!i4tD7XfjCx+HSF*phZ;Y4@$Q#}y(U~0+8>Tdvlf0BxK#N;1^g7U_;VDo83!o5 z#7Ub-8WlLL8DL~$ZPN7L)oZAekORxaGzv958?;~LcV6&4D>vXS@UpdmYsZjw3B)+V zN9vzH{MO=U`YRmbI)~*OpXl{*4nk>N)t$QZHA$zZ&#W@x#p!_vB;SA>gR8#Q*`dMm zy!IDW54*xGoGB#6as{`@y)(Muef^bs>{Y+Z5$f$<$Z`7!Le89HI3K-2?MiS^|E&(x zI_J@qq{?b;V+gao(Fgnw(-@K8P>m^+v|Dk|zaa%{;-Pf69`MQ2JoYYX2ZMtF6+2DuAkv@ zln@k6ijBSX!jinWe7xZL zGI;_qCZXjs+|cp z{0@6gVaGw3vauOwVDNtL`cIEI4?V@T@dI#v;Z%sV+a&xDJ#RNIAf?2!Fw@YH`Bco@ z_uV+%W$%=W_eZXu_R7q4$k4$tFO>-{!>LER>)9O*A4wy($z z7n(X$t9U{^azDJm{gBUljgW}8aJYsHf5`~0&>c=lF9;Y;GrYf_`0@6UcaCtLgq0^Z zXM?E|dqjz)#WNo=AtecdqnHeFw`O1V|2?GB&LV_KmeA9{c!i-ivI=jf&#jk^KCZI+ zdT;qx0J;|Iij2{B{#aWY0vhnY{Y?PD5lA!KK?~B~VqIg={+>$nk7IfVH`){UvH|Aq(2PaI7WW{LVguI05wXkD;;*T3jBimzQ$r2K3dxpJa zhm=FaS<_<2`QYtteg*5rQcJ5f z&Kr6`5NuXhDkLgG7Y!^RyaJuufD2M&^oJCv!JFkbujmLTYB4cAZMCK+)riBzXij() z8=o{+0JL$evXP(CuI@EF`Wz?VTTCY$D~2{i-lmnX^r%+h}jwaJ6*Mzjfdap zzH2!1XW#v&tW6Z;>po^~%Mkfn1u(#wJqQmUk(LHZ=GUTb)}xb`X^WY8r|-<&>%@;IAO zmDHnnWLQb}xSPHaIv(Dg=*d~VffEE061Fu}Ig#OJf*t=Z48OMGlG9Ex5#cfydtdT3 zba)J(jXhU1Z|*Q$J(>NcA)%&Him+FlKQ!>HtLOtFPhx@J9uWhv9yH;RjX(8PhgyWT zaif6dY|gve?yY%j@CULmlgov527dI_4AmwfW4Yin25gh)E{8RV5pE>dli$TlGYlpK zyALQB3Zn5`9*PI%gR!~aL?(d{Gwc5B;c4kif>2-4xx~ zx+w=B4TZ(J^~|Uj;Dp}-F|AF~PVEkO=V|P#oTOT9dpCn;oj1h9W^Z4%)8ydYZ^Ic- zOm^Rl)q}N(zE=?3qJ4Tku2D#Bon3MXGI5!B0U+yp%B_^W+37^FC!iFC@@d4@1k&bO z6?$Oj-~b)-xuC|4{CsD{-Cla=9Q^N7XG8<$-=}3Zd*ZF zt5f0gByI^m4e62{c)~UfD(?F&4CJ*H|wI-&Qn;7U)vZYx9ZN>GKDZ857~bU zDpi*9$4U31sv#zD4p{#ex4^1Xi}`%Vv#$GS`(Ius@{#IsWR6H+J1V-f-fV=T@+ZG) zB$&^)*CuzY+c(U`&rE$eV3=?kSRV7-Rf6>sm*`ts==?*KH|V*7gE(cAEPGzYyL;^2J(j#qkw zAf*!Y+0pK2qWeuS5orW*kcdt?cL%TMSZJ}pX0>e{=dZE zfWZInd(Xm^|9>O~v~!f8KTOw|0rcT(6qb=-O$XF4uK=9BPX^BWhv~P)A0`7l2KR=d zFYX1GW6b%en$FLpf?-~V2#x>z_7gf5MeH!?8#HIX= z_&4?lci*oK`kwc|SL%e)-970g59)xf8P&%lQHTX*HZ{${#0emQ7p;f?6zh_s+nBU^ zp;7k!X@(j9^J|#s zlC>EZKkzgrDZP)y5nVKsqop?0He}IW+~}^N&u2Z`h0;SD#!ucg;rjJ4B~#wnznabX zO|*oq@r5qC*SEA^+>pdw+IX7a_vq9z&5c=j4|M@oE*iY|@dWPD%YPJF&YeI2x&>xn zp52x_5!nN(si+?l;`p@%zMV|>|1EOMwdw9WiBD~`om~guUaecK17;KQ#)IL&+N$R8 z9%U}c-I3Ey>1CrkhjDjpzUGfTxebmnm*EK^O{ysTN2@YDy26{ME91bYr$kPd&AQLY zU@S^QaC^)kV z^lI`T*=O;)w^U9)A49e;WjmYJN%1W3uny`vC-Y#WPXB3LN!1ySE8@MjRQ&pOhs;ZR zkSDk3i0PVzriMyd!}`XllOf)lQqOZv2X%gw{>QV9T%+rd3+4N# zZI(>x{c+YbQXOUP#t4eh-zYm})nHR~EwxpKmLvt5` z98o4Ku;O8ahm_WqVfB%(N=yQ~0c_Q6ZkgZ5&wBi*k5Z;kw8--5!26YgzDajx0;vXA zx~?5o_DlQy&$@jsYFy*9l~hY(b52O_LfX205S3>QT^0_qLT5hv!{p)Hq1LAvdN?`A z@x3MDBpjOev{dEM%AEq6U$mWyQ>-=1EKY>FPq=BD-?l%5pP1en2o~Gir0Pt;ze6~# zlJ)oViodLcbzU5BKc7ZUogPSR}53Z_LxatjUtLTMS=?v+nrEckhhuvq+&b^G(-?h+oE$VTKODXxnj0qbLKP$e< zThJUIU~K-t+CHzAyZB)9H$nlyvItT0MQ=LqATt2QIo4ac@mYhx3Febg4uKV$E zdGb>g#m}3~wIABoI8gs_@7SW{2d-wxHIgxgVEZ&eQ)SkQe6I1!;suR^yocmaF(140 zq8IfWDM7qLEfA82I?`N+0oX<3rH#NV$pwyhdlpYgTiE+yck|x)I3;nZ!K7~~&n{R8QN;y??lAHKc-tTS_2wXijkD6*TCQW^P@+4QV%-7M~=olXRi=%?@ zU$KqdE(@JgSeZpzaLk4tnL8{iA2aCKXt_&WS-Q*{D6E1Pl8%EmC(Wev3k2LT%+7x} zg;V_JMMwC!%KRrT(GHAX)1rWh^ykLmeaZN{|`!?l(XR{Rwk^ zX-8uUqySWjR={<^?pSR#Cp=d_SO=l$%%f>!HyGS;%KhRqY-e+M5DtG#J@ zf{p3Y!cyOVo(kK2OtWaf@hBHhx%|G4+91RY2w%K^=PdeFu-Y0Z@#6xR-Gl;HnwW zDAP{k`r*1$Q5a)qpw!T%O_~tW_jdgi zMg$#OXu?R@vaSsDUWswsFJk$2sr(}Lbhu12HZe$i8O^mObcu4w+1Vwgc&P>X4SU)# zQGMqHPF2a`BgJoSB#`=d6MaNU-`;}os)U@%#c4Lm~+Z?w?p zgqzSgom$!pI2V3ZiNBLYP!gBx@-sU)V5Fafe>GpDNuLBP8A@TMn0uv3?+bN0VLePH zF>|(C7E1G%qNI$~JD81L8YIlES!w2U(FvjZ%NPd_@{+twoz%{)?H4dkGu!U&W&vZ2 zxv>h0XjeKH0uv0MH{9wV~jR5+B9@1zBAK8#htod2GWzPOL!rn8gsVG_(MNttH zu+d9YRFEPfO zD@v-TVFYzl+!|oc9BNem3~a1yT&a!VN3@D{!LLniVRz(^@n{z~ETOE!My->6)x2~i zP1!b`nPUabG6ruc@)h^muWnLnf0!kFz=OI%;4jVb`O=k^mEp~Ad^_kkg^;u0ga%U1 z+pJ#pz>0LPzehB-VM=d)I0vh;eqPl0k}bIDGBKxITQ?egjV1HO*Ut=$qnx#;EdpT& zTO3W1H|q0_1rOd#8&Wu%vs3uqyeO`H^)C%o1E}`OLS`h2;oWuF3X6_krK?J0-*Dd; zr?vrJDbyL>I?ElZO)~sG{kXx*%lETTnF(@DY=xA6VST>Nc+wt@$(jht?==7(YY;|> zvct!otQO)C7pKc>Wcc6<-RLnIP^Yy9mD0F-~48kqms9^VETS|i~ zl5rO8N6Q6EAsk7XdUiYUql>SwO#z&osmu3sYwXCOY+6oLdB|v(ZZjP8wGA#lTsdwW zkeJAP0cw%lgUW%-r$Q?dng~!_!q<|vydE-VjAV-JR8)DWz!kyOb!ZWeAlSmL*re}u zxE2t_qF*R`wm2g*<0scv5bOqT;7;MmMz4b6Q;!15gMN|mrvoeU><8BBFPXRSW@pbc zNc}1kTA(KihJ06NDJmOa;uyEsIH>{=96fesOa5SBV)b~+t69(xGV2^cN~UBG9f0${NagyOJc5|f zn;W0#-NPyQ0m`}Xm+bA?hC%{;J$Fu`uhF;d=d$piPs%*SK2rwT5+I$Xk)7PDXG^o} z`3}~h&!`+gEB6AlNpyD{L=qnR8(_{~h5Qb@Xru$* zv?8$L*k?J@UPgfbQF=9^@P)+ zY%MGp3{zF|HP5%QS6X(;TUf{`h|dkYG%lJ_WdQXLHEn@;^pDb4BhH_fp!7a2k?~oW zlnZ9MUp%

    Gn=T2Yh47=(+_~Q>yYurCCKdC5%h=4M2g-ZbW6uVj$xt-+wN@~Wu7Qi(f4 zy7kkx*vb5n-GDG{1m8OaloBZk7ZxCqZDFZ%y~JzHq+EqS6D=HkF{G(tD(2ubw{2Ra zi%U^Lv5h}{lws@pW)hC)-=;oe8p3cv>=dAYqj*u$QR3N@lG3N?7P{G!)XO9f6qZ%E zwbZ>}&L?*oxL<@6l z*Q=X)9ZLNnJo6NuaP)-WbwCr*k`b6nbOcOBU&lJHh8VTp-(7u=rEoiVoPz>DTM|y0 z(Xy5W??r>g*~Av0r0W^K&mOpZ;>Ct9hth;i>M1hMG{O3wROYt8xdK=<`pV$<`ub!g zpI53oeN(FM?>&({FcB4vKb5fiV%@IvP8(q^S{y7$dcFA^T^~L+IVKltYFS+*!gC{; z>P0I@%zsyO*=8naZL}+tl~QH%wDboFarLj7V?v>s#UQ+)3+Z<2oPcKpiqS`I?=e-u z>6-Rt=M>2K)u=HI2{j{Wi7`vQnc^*fF~_ljt2hU-(O&t>peok(OgWMaGNctAsN9)> z_q)q>haA0DqrpzD;^a`c)WENO!;U9#tduUqFMoK|DxH($Q?x1D*~hN6wY4>N#n6zY z=>EyZxwjh)BU9zg{3;?!9d47-f2NkaVp0mNW9{2NuB&^tnVNEPw_VYDdP+#9X)W{l ziCMs_XOsZ|28P%F<=_9`--S;CPl5*eS;~UTHfk~$ww;owJ!}IwA0D-nVoNG&rsg+L zO_2Ey$xz}bP$;_Ucis5FgqYXXDk#nOINp%=lI4L)Ky*a9oS+%4lO|DaA&d)eN;TA$ zrA>~O;Ha>r{sEiXCY`InT-5HY*hVlRl5sKYXTz9 zBKfp2uLcEfyDz6@WMUZLphmYd=Pt5ah+)fq}4o# zqb

    O1IwD5|D2K`aC85#73UlQeo0Vq~mYo6Tr^vN6V=~M%DMEJ4U&D*O;rTVQulRY4VL1ol>t`5b)lXqP&Ds z^&3)j2A5;|AL|>Y^2-3JHDbT0&@9O)G>=cd`n7L!_NeQOBaP4|P?0sEF!6*t)s(ui z`swiOmh6=2jb>yI3w^^!fy!KRdnE2wk;Jg>&WMf$mE>VJUCdgNe@bu!s0U^?Byj-x zT)&-H(&g&Hx|MG6`N)K`AM_N5FZ05@%)cp8cqc#EjjrRaI=ysHe68 zW2G|WgAcpS;&OMQvSi{Tfz6T{K;UYjad=R8UillkZG6=*f2HzZ$<=HQKSmdSk!qi7 z&ArD5U;;%*JV6(aY&CGgFZ+v7i-S#V6u`Ep?258C>0{{<0LSo~Hvp&?K&Xa{#45tu zyO0Vv#@2-{S^(gt^)E)%nHGj>@Zr!24@?YGwfYjRL>Vglr}+EVZAJiWM;fawAfv&u z*qf}khqFRSn0Ian!p3SP>ZF>}ofSPx{tFV7uMA$YOs2n3^HskrI&(39QTNJ*;GGf9 z&F8hTD>e@=B|u!6)CJ!I)y|9yx!a}m!hdQiAQzLQ82tdz`h6Y48q1mj*|l`B0M)s8 z-zuDQo%^nZNmTE;Bm5Ttq>5nXv(Z;bwiJ*Z97MQ+DB^`{ICV#HrtFS=c3G-d?2fS2ok_wDgML@J9 z)c)x$cvMT~U&Op=R1oYoAhYaAGt0{$2YiItyHrakmFQ)F)ilY-ojD*<#<=xBZ!Bmi zoIxZHG8FXS>}kfllm9+!Yq&l*>myTQFQOvCkfS_|)N*2Y!bKh}i%^9&Y}J){fezz` z>_R}nEXk-N$NhZ;b9PC!2Sfg&ux+5i-RETcoJdJ8$Jalc!6FlVbjuI!(8oT4`czDY z)}BJ_0Lk=;x|JGS`PUuz8K2^@Io)JWqUZ+zSERc(YTmk*dL)iWgRjCzp;bV=@NT^- zeA7xa8XBGj^GxhLZOFH*z`fb8MU^KI(Fu{6wzI2?; z9UpRFN9<-_FMKLm_f@pm4p7V?aa$^%-aji%KoD!b)dwzJ?A!|R`ptF%(57L5h06B@ zZek&?S#>)}QAMV25Ut%hF?R!vSO3xKhfD7m_C!{Q%&|&}LFzK9ZRspX{4}DQhQ*K- zasiFlB>dP_pkzAQh3pN%K@)4d&kOvhvyz(Q(Ae>usxntX3X%1;dG>$g1Wu4A@M?>+ zjE)Z@$~yU#QP#d5gAXjd(!$=|M;X;D0t&abfW6pH`9dn5MbGU|n)1`d#n!_hqu3yQ z;}p2<4v!PWHaL%M5E={8ba-xGCH%bUwyw*FEYE7|WE$0Ap$_Dot9BSD3^Y!K144sNosQm$(QzV!I!;}>`S_gdsMGZ5lWcMa$T=%j=YTzVcJx6qfj_}Ifc zc34MOs-^Q{XD5(&Rq9LaJgzhP02j6<$P@QSR&z`k*c`}C$<#W;FxIC_z{o;NYI{G1 zWZX{|hcq|_0>#8hw}o5lz*6)<>$Xc%dBvN&7MHn4R=MrDQ0{F3b&ESf4m7@V=93Gr zUes$q?Dk95=-?c@41s>@;Z$P(A^q zZ-QdDB0zFDTTR>jgRE(Xgc+VKAIq&;T!2^UQdE^`3;N~`7e8ZH1neHbWr4lG<>o%b zsTfK0D0U?`1t6g2h-L>#&LiR^=8aOk$EIf|WY@S$mVCyTzOFlPTmmKJ{S)5yW4iw@ zcoN-^P<~h{->YUW%h3aNF!&??z&G@>M^s*l3!<-Xm5-lH!RC@ewPs5{0%~PuKPWO= zu4LmhBTidG1&d5wzfrtoq%#^sD(W|^h#Av1Jz>L&l=3em%Empj=W#zQ^KEyfD?{W8KHzg)!{9O%G?Y_^om4OouTCW&XO<0bTFp^- z0v?p(t4m8vtaJtH(4WnOV}d_j#W^GR=^XpVRr1Q>v3u0P9UC{j);0{JlMJ@63E6$l z6HwiLS8?nOT6}o4MnJV=!`1>cmV@A2CmmOvlj|?pq|5G0g{Txh;kA0pcT5=uNOOMV zqmqinG~gzCR6FMhltUnKT7zJe&LmH?yiX&KrIs{z@%rHG0cPC|<@ey!u{Y^r!&vdj zk6}3E!AIcY*x@!abIXnfz4EC#w}8X@G>16oYyOx&@S&PB(C`|)jAQRlBIs{Wdeb}E zp#Tel3|NvBRqVi7((B|Z_xgslCaX4DX)tVMH(e&DwfY94V>x5E7g&EUS2RBDz?%XAI>nNYi&?5? z^k5vw?Lmny>50stb;PDBVzYh-W+hyKY_1u@Pix+6n-068LHRV8Hqo(Q{%XC>FnnL* ze$n7Zo-Q8FQlHZHWRfPRp2 z6dpMWw{5NjMCBji7ye6H?EmNewB<8KnYXpjD{F$TE`3dB5Qnz1e|&x#e&!zI$W9)q zcbeX(bjwzuG-wIC%BV{Y7j`IkCTbX9s{2k_o78+QX)@%!osomGU9l;(=NB?A>$sZLiY>?0-Thi>*psH&q+*oh`TwF zL!g-g#VyDeJ2pkSoeYa$NeQeb;@6>VlH)2!{e94iMO;(l3DS zIxz1@{@Ha4@eMVW>5J-xkR(x|jYz=&$S4N_x6!vTlOo_H^9Zq~(R9AdsP*QC&+(GW zhp*eVq^U!Q%35|fIb;DKef~e?zEZC5s6ESmuaI%cKHX3DonLyG#M`$nLrt1yHW%fe z#jjdPG);+#Y^F+1 zUTl=6GaoO4ws$9{9ymk19j_~|#vdc{{4@4YoXB5Dt^8KWhnfx|%0?ePNo$DYC_g{t zolxxm%JZCCh3cASnL#++9WLu*OTU1Mv=SR6ZqvI*ceWW0F7^N_vgG?AG&@u?h;*AP zBs2))G#8ej)nH_4xXaK%C7y)R(wnHkUWFpZa43E?K3Q`*vaz2X;8<_yUH~}y4F9*6 z22VlmGf@ZbH_uPY2N!oUnGL)tuu|+fKT+x?T2kF=RNVHwi*qCKQrVj)PQ4Fr<_jK{ zjZGg=MY*cGN{+RjcEZ%^bE7-*IkF{GitM)P^8SEdr^@+oxJ~v?mNeT&$2;>`&6UEq zV|vtGU@=CoYkn2RN@S;*iNs2Guf*L{49`68t^<$TfJKX(Y&^{HfSV1ZSL`Ypx$#OJ zp7cs?8OfUzbJw#7ZymuZ9Bo^~vo5}Z)Ct%OG~D_PMUU283uvPKDTv zA5UV@P5lE+%Bya4Szm>RrhWz~)%>*O(#M~S;v%A3Dl~lZl!pu=dq*^5%FMbZA4z=$ zYIT^c9~|vF;=to&uvSb%)hCx@oM_EZ&4H=>Bw&&rSP7dETx^ww<*tS_&0ebajuhQ* z>@<+_Eu$B0$G{lQZYH-h`1myc&=8wQ<||DHtC6_#R&lccp&%`F5csRxMW!@F7?{pf zc#05p%}iDbHwKptqLl(+4wAF{9Le83-F%1MqmhGm?oBruu6#H(+=fvRT{PoOR=T5v1>GL)v5jzXaGPAI zv@Y+}N_OS2C`n1m#>yT6XGr`VNGO!edbBJHNW1u6nQh#8oP#78LrMek@wy8~RAJ1O zN=wM`>hPBgy#;o(hZmrtiBMzks!5{rg z7_>6##qMn27->84S%^DaA$vF##W8{XA2^H!c5p;M&aesn`Xk)3xb5YJ{25J3$F%?G z=CQX;5Dmsl)(|Q<_LW^7wRO7psZ?&wJX(|cu*_IhP5_x7>dec8H2^X01H73T%^ z1rs>)(AlUr!n%N1*+;KEC*3N)Y^#Jm3&j`ndJ>{fmS{UUH6F^!#__wU z?pU#B7WqZhOx&0gTx33O0#`*TCitZ)Slv`biA~U7&-T_POg`Lhvz?J*uMAvSy}wf0 z?YiPmj?0at@}~*po=EzprTuve_ig_T0S8||I5xpB`6 z3V%IUk+QrWz@L4*5%6Vmv2rB4D}ibRRT@-&qF`c=jEuo_w#7^F7;mw{=W=tU5}TcUNcfKt%N z-jBjrfhZmh5;&I#G#`FL+WlU|dDm`NYH@a|frlk~QhtAAYrCYcOcO^xl=c}e$bLEi zH1zt-IT^y|C0uN87v1v!9^zD`{tk4m(sQ`d+(hqPd3*7}uZ{!MQ-I(wg-w(9c0Xe2 zQWd>8VTV@Txa9cMP~Z%E4QvgV%af~9Luthp^BE3x^Dv!+3QKuvrIPWQXhHkdo_jdG zgHe8T4UNFxahP^B%ySvbul<@_D)hGDHQfB#*e~e}EqC)`TV#8RbMq5%ucF9Qf(0U+ zF4A@G30quwg`}YMf%P_Bw*SRB{VFRnSe8kE@}_RW*$r8-h(JZwqf6p2`d~XO4NYhZ zDK`;Hwx<7CfPL0+qti{I3;8O`?zPG-GYzx0W<{{H@6!Mf@A4ji^#tu>$2Y1IysNz#9l!LRjp6nWvAkhKXkZ6w zzsXOy9=Te^mGi)6IS&CAmUOm-2S~UO^=TON_ob!ErZOGY-;U2YI3AJUiYs;S~2I8AI^(? zWvj~GFtcVu2b|B@UpJWl0OTtbVKOBJsO$q&r#E>vLg(`6! ziOeBzNNlSV^?1=oZ@hbn9iPMN?2aQ_GWfT@V*`x&6BA;(f1Z^>6@WU+oQn_ESqOA}eQWyj(}bUpmm3pT1(TSf zYgNSdnHCW(0@m}pNKZ-D&9R@R8_5RkJUOqXy_srN9u}o>F%=NFO^4uw{-XI81=+c) z|1;+dr3%!Okp`4yL&wnlS(6{DqTZ(y14=He&eah?c?PeSwm!$j8BVNL4fqHx7=H%e zn7xS($=Wc>jTOjjX1upLgI=TRz@r0B17kGyVgJRMFiZ+pXw)k{FU{N)J;OI~Wp)1+ zx&V&~smx$p?}p{s6U{tC8JL||+A*0NSbl!=u!2n_^bNIw1Z2gY${>~F`tN8@2|!w^ zcf0wHft+oopP35OHh*L=WycyB>*4vIr;U#&okgg8fdR;Hrq?}%CTnwpQ@<2}H zFZ6{MRnyPo*QNlJ_5lFG4g{5MvVXMV7#;ycLF>=I^5GuN0#PJjn#JatcW3AB_>C?U zP05Qkqd&#Ru6b#SWY#nse=%EsKH1L6XYOOD`KKW00rj-`;}wwiGS&VnK_Zort+s3P z1%Og(+g?2ul%qOW7+aexkK0t9*{X#rcK`w|QEnL*!6!)8i@0{WFrJ=R*5%wFsj!IgWBSz9G#g9koDLcaVwsAgerV){tyHvrO=s!@UYgkw#LiW zwnFR}n9Sf00Qv~~r_BL~q@8+5aw+-Dr#;&EB)4zPVj2Coic| z3i-t@gf_}7zbk8P!2_CRf*e7Ei9V;`?m4CX~!7oXW1$yu# zrWJZw$D8OmO-#7|@tn1iH-7?^As3H{3XsGb8z<|skmMhP(0%)rH5Omqd*^=bKDhSe z*AB#mvPP(6lB?U0dTIgd9`bjcLe{4RGYGM|+$ zS`lRpy>%b^zC54+{N97QJ_uN(Mx#2zjCib^B6S?am8e?&?PX_6>V9;_5|#_cQB$5a zHmURHz5<{pqPQHdAmJRnTPhRShG!@Cj-VxAfXJRw$^CYDTSQf$_I$5)PqcJ0HHMZP z;42?Ozur-=S}Z0e($6CRJJ?-dkKi&J+;--ujd{oj9&IxP=i4Y0#qA*7%3Wo@D-yyx zv8CTXn`XMyOaDl(vTgB(JJln**Nr@HHkaKom`Uo_+56M6jHPn+FOEel=HZc{S$5yC zGIgu9wUcfG8qEe`fm-S8W9Sp8T*Q3w9NP_&FU6h|Um;|^sm+#i;W-M~C4bHUkP0>F;bC!GE{kJ6+Ah1-xa6~6$Dj^?8j;41dAHCqXO4lwp+iLz#wu+9hSFHXE^9Jy8%v-k;YB9MQI2Amzv(1$tezklVES$Mm7RX9rpHr?sU zT|elP)RCZ~Oa~@kr3abx>_y0^n91P`^q0F`A#eY1b~0ufe+19^pGW6d6b>9Iw(yKBe8lxzxu6IHbVy*1r~v@t^+L4Wnsq1 zQn=@AU%9|HK*t3W5C0e-Mmp`e7%0cnsP3|4CK{Endz34P`+-s)yFQ4%WVgI(+&V%d4exA(jpE^B_Hc(KN)(9 zsr=^RZ(yN&POz4>85E_1?-UpI%)6JHmb(te8W zM45A|)D?L{`6aADn~8KX>IGADtA0xnM{v3_#h>TuzGG50jkZ^#L=05QBo zI`Vv!w5q(ev}b((3woefUOEs@jWMyVlU*{N18rZmvNa^$`U#BCp6@Pzf~i)W|fvbasCvIi;^*fl3R!obV`=j9rq4CyDyrxvN>?ot6$ zwh4~SSNRMo^;oBg^!yDRvzTrcyWSdjVzfw>D5f{3c1Npy-LFJAtVcB;e^1U9)O3#xK(_e*H~NLjDg~Ug~Ct z7VRzx@C?uF_;|N?m3Neq_VpS}+D#=SIQcUQC8)&{|5!?=j7h=^>Mwk4OE)7GBf7UF zmx2&!u6liUJ#H7hYf7}C+t&4-UFXOm4cCNE44?&I^xHP{-a%O>HE)KgiLR@VurnAh z<%<+HDv0D5K}(zmv9)&(=6{$5QNzrd_%sI(pe(II!yYs8x(^4PN@GE^Q!MTImo&H3 zc3*9?w}4I|nw8+v)Q2W>x_GwAS6_3#e*CCOJNQM9pZ@p6zew}2>o5CxwexTfv>jqZt!K)ZGF}7Czx3yxfw}gChKgVmp zPjvIC2?>dbWr_aLID0+CDwJYM0z*#FhroA-uUnS46?9!cF~BT!wS#tOY7tmNG#=702u#@X>0>HRpjVOIDR+H-k0B=Je#btM@y{8? zMb)htI0+q~y89=7LaX6D#@%}>SR>bvDUnbzHphnv=N+ajn^pD^R?x+o97{OSWkD3E z0}L0zWOk)I-WrUeGY_}a{_&79y!OK0X#*Y&o8yrQJbg~blLbfV4d2)0p-;gD2F{6l zYl}y;kJGKmZ_!dCRhHUj-Ih>G3+K&x)idyTOYt*sLqoB?2ODDJ3AY2|0t5C%P{9!2 zL+_6eM=?-1@BGl)XcKR_wKrd0%Ga0;kzy7;j2_HTyq!U50f{eT*Aru=&C5-*zudbx zB3N~3{2MBuNx0nHz3RlJ7xlBumv!?%wu*O}zBye2mY%Y@H@!D=X2a!_&v%8Kp0~n( zVzyx0nD>IB$W}6FQpg7U#^LdS%I1<}_@po~0Cl}!n$6Fn2*ZeR9H+BdZ5YY#N#BmR zE9qrDpcfY6aSNH+yRLO5f1JoZi6!1alR|KZ*hWdYG>6GxK!)YF*yn)UnZFDwTntO; zbSgHjo5DFsf;~&dwF=%H#@XQ{mdw>^6BvVPYYxhEJD}CxpOsy%`M8`;YdCnM9JB-L z^PJ;{I&2GBTFzKJ`SN(5d9jgf68Y$LR_~j}DzG)>1qZJ~s%0#teXh$Tzh^KPb}e$j zN<(6JuVku8Cs)bv)0hfF`)M=eqq;Gc&Yb0!QvD2LAM;y2?>w1Vv1#x(p44bGc%c~) z)@BGWHhksiwn)-3VX?r{bvX9Kditny$4d2=azuR4H63p{gd`>O#QJ)%^R)M6s#QEc zhV9L;jD1?-PWv<0Su|9@QXE>?ul3Vd!zHwlmG-?*Oj!Jk^eC(zzuR*0V~@Y?URme@ z^wZ)bI$e;i^|gIW_f9zrxfap`nB3@is^n-KR!*$ly3( zAj^z*D{BZoF#iRd9-n2KC32$rphP7{TOY^e^vvZc-i?`IV!+R6*vHiAfO;H&8>)Ab ze$+P$KB_Vq+j{z4$*%g-mk<0Nz1E`jiDDY86_RTBZ_z`_D10<5dsyal7=ux@#KAx~ zSa0vW=unB5eZ7W()pE4h@}_~?SKAP7PoeT*Bk()Xy>=n9u3AD_%G;?&v+h83!khOl zAG@(qv?rw~ zlQN#Da6iFd6CK34$CzKC{&3ZwPGE@{pHB!$^}*dcOjKf8Kmm4trCJ7Y!VV2ON3@h1 zHAO^Wdt7>d!l24dYv}jJ=Ly3Iw)cgjh|4wk$C$nALq;336Ulov$s5ilnZHHoYgZBh zfiq32Jx$Zh={J3)cKO!K#2`0NXaGW(Rw`ZU&v!Tm5mSH6ILYI;yO^2+KjTdH&rzF- zml2ct9f5H(d?9V_Bligc{ol4d&kVa**MCOa-8AKjj?BFnbjU%znGGK#Kb<`}bjXZy z!kLy{{MLIH`t1(8fL}Ouz3JMGmv?_%^0lIc?w3G#XEzw1MgsZ=UzuClb!Ylj(Q}Jp zpQ_{zHO3Vt1Dg698$Bt0KGrP@@t%xsEf9&yKzfO~`~v$nR~~&pF|fBS-MaSY*Y1Q{ zfxRJrY93-U{$S*GY!lX&bKiEjxm#klu!K+05a?xbRE_-jowLCNB^gIQIup}=neX$V zqmjcjdFvgQFfWpk*tl(w)n$UL2`V*b1!_h<*LF{>%+7Us>Sq^g>+46J^sByS8o3tv z#m{d{oR@AsD6`6kyjYldGCI+q&pbGu9_86s?hPSOkEMo zGXx3OEmhe0=|>*yIUPHmdoRe~4Q5<{>QLHO`~z{gu8>(?g4L=bf_|fT&`5laMrF12 zzFD!{Y$Fl%K^Af$Y-9mli~0ev*|t%(#BXY+D0#JCyP8Uyg;;o?QWm+3zI-G@29EA2 zT8z$61Z>(q&V`ks?Pe0cb}fPYmg!Pdv3lJT4qVK2rZ0M4=ImNm`5%2$mS)LLD?+dU z$fYBSXM)7Ia3*WNXxd6R=0a!JtwzUt@FC@f8ITK<{q(1l;;M|LfJD6aub}_~QcCXH zT|jX4U?aMP^n!$3hE~p1)V!C$d_*%3AEe36D#6U}$6vhgQcy8N-|s6l8uCLvTEYW4 z3Du5Wk2j2om!|EA5id7eNro>DT`J*uClxYQ?-O$I_9BNoJ`a%swiRk=)ALlU_WxK` z@heJFRu1w4-Jql@M$m()g9W}aoKg|7Jt{w<86JwLG0Kn z1P)L^Bg#)D4iTTZ?yY;3e&*7uezjVA5OaL)01!~$)Sbv7s^DF=usNE75ictop62w8 zlri{!)-9)B+^VI*CQ1$UeEN0G+I>D9d_FYc5590j;6=|s=93_2>1;kO^VrbrA*yuF zguPr$*|eG<&tHaFm&UozvQrPMjBkdnn&ca3+jQNh!epstp5}8urvmmo9X+)At}M&H z@uz;)=zbJkhO;t%RRw>meE!Ajfn8;Fdc8*V#|AclXBfI^Sjl?#!Jpp!o;hFSeX{W@ zJI=mg?*P~I(T%}h1uzxUW#f)1EvWB4cDtM+Xa^C5pV!Uo;Fqh9OMKpwxW|6a?)^(B z)3j?)kTIQw$~y>W_7UuVIIy)?RZ;bzQLAfjCIGcT2sso#`BNfrM~k^E_F;| z@bg63Khy*?z_s?>{f{KfJE{;9#WA-Q)(x}x`hOJbogaGpX6;jndfP(*6Wt_-2MMyB zizRJ>2fgZ!DPJgt-6j}s62bJ(qo}j&A2 z4bqBn@sIa9y9sA1iy|jj{DflS78G2W6g=l}F(jbV_Y-KxpObEi3O`gr zUZ2izm?R`dpc*|FVZG-1NoA6fdG|V3M~H$gLqGuJii6cti35~?x~gz#@b4m-5l&j5 z?uZLXxMSNDf3%>v<&;~ES`>ijq&zV_J)(Q{l1tw+u0qH|s1Sh8s6*yU>T9<7RQf+D zbKM;Kx}fn#*EOwT4yj8tpxaKO?~dF#f8_Kdd3#hX=I4Bi+8!vqN8Ow|$ z&C!oKW^{A#ASY0=N8TUnndRfGr0p}Qej1xms=naFv^8+D`}Y`eE;0Of6rV$%X&?Do z;RUOVcpdIv-}A4h=Wx_ZbB2o){cmzl+5aChQ2%e=7h#VC4c?ZFIak~oPyVj^Kmo+L zd7kk!RqOyDQQHu-e}frGr;E)U6no>-OTCMff2xaZzs!079blni2#-Q~sD8#y6dBSN z(@k$b-$0DLuI$}++LF+rM&;jk-q|+AVhvoGtLn>XX8<&pr%_s2tE2B<$iODN&y>g|eHNakxFapC@=@gafg3EwJCE z5<(i>8V`J}f}9j0M6}fXW%yE+L8F=J0UvVcudAU)$1nnneo5s4hWbIWVwmO+u)`&( zH~c~bW%+he0sRdKX_)8;t`O|l7N*{Tupy7bO>y*k6ln_p1Aq?g zf_R)B`fz38FGG6@D6HxvFb2dn1xR7%wdxHWyEabC17wUk7Fzx?NSQ+@WDHO}{tko{ zfQ*g$>GV>#1OV|qDPTYh?>0ej3nZEySZIWaikVAyM^-{WrGh{kLK7L4p*XHk#G2T@ zevPR>P~cmV1PiH7#m_h9~j5K`RpVJ=4FroV3`~UgrwWk{xUGjW#5BT zx?pxG`($87(dBGC|Jg_nqVwPIQKW%69%Y5U3=e@@qhf%+Hfm8qouv42_d9q1NW*>{ zpjlu`SLMPS(SSQ6y42Fk+5U4*0o3WT_J7RB15(FA`G3p~Virk2wN)(YJn|fothc6v z0i!X~B|Sbo+rf1-o%)p+3Je+!%*d+=+UmCCzj<7xt0o|hjuGt{TfM!0laVcOpF*p`!0hFu9q&>s^N`$AC{@Mf0@SA1eXusCt(&PKY@i~k2FWiO3L2o zBHSdA_S;OxA*T{wR1IGHaCGuIYCv`I$rcC;Zc zst}9a`fFE2Dk!y~nS$uU?()vV*CIIO{a!tS@MrM=$voWx2d)c~roS4JHSaTmR)NR5 zO3ZRXe!aG~SMpnvg(z<&smTJRSlB8E38{LNd{AMB=15ws($~l7GqOq+wQX;7;1A1m zaT(j}2tu^ikKrD&_a~g=mA(m=@|p6%z=or;6Bjgs3|<+(R}tIVgM+Gy7ZbDpGC=ke zij3ATnnqNcBv^Od*t5$Hr(BNvKPWXSBDsiqJH~H>$lA|MAAPs6z0x4R19r~eLmK0o z;q&>GUwT?x{PqcaX;+9!858~OoOBLCWz5XeYU0sA+?_d(yUXs!$wUg0Z~dAk_30L3 z7tn{k{RDQE4*Ff(#S^(#)#pC;tG(oS*LoK*z7M1^X;Yq&z(cd-Nnc(nxb@w{uT|t9 zjJ3zjwt6}Tb(a1I#8Jf_oB@(yzhLjgJ8RZk^)#Z+SD+34%?^Y&a^WyB|IjeFwc_zh zJlX)%lDy|S__ZJ-hL|eL;_+@MKhPIN5<2+yTx=gmtwH$_`l*kz`e|O9WPNs$*h&)+ z=HUk1BTF(ozN7n2$AG)qF-H2}IsafVY##`kG+R|s5uIm1lz++YPEb1> zlgIyai+_M_L(0fbvqSY&1E>@lhKtE;>7dC25t-+Zd6XFe$Wyoi0TLf*4i=~%K--Cn z@Nm5m?CMM4>LyqZVu_K9_OIzpeH2g=&C2CCNENb;0aiz}@wh@3buNi~GaYCgL-L<( z$~b2D*Y-MD4@ms>#{xk433lMen?SsFcscRqO6We^cI`VL6%6-80=I?%uK%sl^RI8< z2dDk9q10blM}HX}1DYIm%Yh-upx)z*?4(|f<1t{U$wXi*|C;;Hp(h_R(Qn+P!2f+w zswv*UBm+s=hp2DUX|LdeKvV?HLFFB*>K4exJ*%?64Dr6|jSBh-l+#>1i=@7PH3Q5j zhCF(v3h0=JAi2$x?U2reF0ZKg(exuliP@h2F%^fpqeQ87g^_J(rvJEpVVmnrz$+trCtB zM_>1$@9Pcst-bjqBN2JV<~cY0hH>GScGzVl2?v{ah9h-l}juomDAHA?z!ufyqi@#m;Ry1Del>Vp%UowRfT)!b&ooAbl*$mY>2Ai14DRA&ScMyNqAr=nhnn$Q2 z@XtDPKtGQ@zKIIaRH^-PckS1HGWj~_(DV2-1=w$!)f+AGiSsU>4t$)pTpS&pE{TNP z)_C6Z8D)p0vm7m+#Xa}nenJFPMXk=~+!Wq`7l#(=jyDVcgvOBX-WJ<0K{P`>2}hOO za5Mt2&p4n(sPeZ~qkR9vW`(sBv8zx1EeN0YpkoFAg9Uy<9?1dv zL9H^WhGJ>|n#lMMt4e|kuayBx2XGI-Xjj9e|1w2bj2G!#3qA`t&`MVNZA z*&*at;Nh#uKmcqLgg2h?r@se0vN<5)Q+55{fMj>c|J|D#y17^P-(ogkIcL0T@*m3+ zctC#PH#r0jCFBthNo)sLQzz7sP{@DV_`lI)DQrGm#3*)9IrgFbisw}js~BLkNRs~! z8qnN*4I%>lm8xg_TX2%Cv@5%+*wyF%mhy9@;%}k^jTqv#RVqZkzhzbY*kbF_my(Jha6%_>F@N3b&G?~4xT9euTp zp^pw8*N1-GQJ}5F3a!$Tpj6l|Wvh3kbCZDDPbeWhW6@w>YwP>v?!4w3?uxX*gj4J- zKwOxW;QEK(czih~?w!m?d>ZD(Z1ie66o^r`z~eD^*mHUpsd#}BH4BaRjCEk-4a-DhlTo>F(gDvJflN&#(n>c_{ zm3J4P^VnAorf1YaaF6HkFHoNW`jf=LoTI86!t5C9Dw9&)Jk?P4U|o0OkwVgeDbRB& zRg0D0phKi}0VkQ{emaW_K~%dSCVx2Y@dEP&{yoVki+^>tz9a}_HmS35|~I|8}2wL_&#F-Rlp+Kg2w1Y1p?#X=oOqYj9M+{sA40N|)+ zMi8Yj-u}zrp1+1nZAS=NWdQ{HO!w1(KJ35O6;CmU6gy9^EBfZ(enYgstL1*#VcYA? zWbbdG(eY6xmK;2$>4xsi!K#o?*&Q4MK1i*-nIz4bvOp}%10|~A}7pQ{O-d|4?t``Z#rB{fo0U;lR-?4Zk%OuGaSBwe;i&u}7qHUtyCnys{ zyU_P4iOC@fqO~0mfNo8%FNT5@i?eT~Hu{{K)2XWUJrHXtKmGw*rnhG`P}$dPs>Z1v|9;N%hty!lXYSMGr0!H>j8Z! zA~O|b;N#c-GVC9+(+(};@U*x7;}$VgL;5oP?dVFm?80%%xivB2Hb9O*$rQS4+6f^H z1JB&w#`%94`bQu~qiQ8SDY_{w$+5H|Q1S$61{=N^t~V$+Ez*8*Irt|ez1I^m`6)MEpt3nG1(EhgNF}=aIZ{hF@KJk?vMe^MIy# zb7uR``s1&-;OT9$;r8W+$Y)QtEpS7X#bwa~nnte_OFv%Gv%K~2zXIL=_5N@P$N+vx zN>*+iT}fVYl;n#(-1N%>yg1oE8|iG6M^n{U0S9Muz8CS)r$Tg&6GsDGEwk`S2=8#d zUnGb(p$uUyV+vi3s0HX+DhsO6oEGqPXvkP|gUB@;ejh`*2Tjx&5bb z%ML;r8p4PukE9r(Bj)2ix7?#F7Tx!19xD%80EI>sb_(L$I!27^tX|P*^N*VDJrepagn7coN<#V@y&7d*9ev7h9Z$ZDwqEXd zx^HFZ61J6JPL!lx<};yyA{)j2GCVzW%6JMmn`X3;fjRhBXLssJOh(4Ib{hyEX<;_U z`Fnh$SXe0YH{j60i2*7Er?Q&)ZSW3Hj@`~RQ;yJg8nD%3d&7*(mwCM(@|`=^k+;a9xe{BwY9`tL2WRgc)kOcji(*A7A}UIciULwadX0(@0U;D2 z^r%RUfb>pO1e7WuAYG)_Nbf}Hy+i0N^qK$(ft2^m`@5&yb z``P;`tuyyyOjqyMrsnSiKLzlaMV%WUUyDSSu!ze=lke@Xo@5;c0%p`jD(C+XaPS{E z_#sEjLW_-#!Z(m9Yzvl5t>)s9cRKcjGg!-Vlm}QtG)^%lxToto=&sk)FV7RCH@CdIIo%x2dm&->6ElSis|*qU4X> zAp!q)Ba5u~&24xnl7aSM8$?gh;4RCXttwgZ=Y3SFeCY_~1e7u{_yEmAM)?HShwnDL+~~xJG&7e-kqjTfpUYeeNaQ=Ex_|RdDp28 z8gL6$0@yrZg=>j#0_NAZe!S8aTT1_h7QRJe0A3MSq1EX;SMv`Y+jBI|5dQT%C{e>1 zDGK<06w2pJDg!V0Rcpk3jOqY%JM=-wB`#_WO8nEVh1-kjI(m$Q4+Ow|sOLbaMMhhQ zV}pAmkvao>5u#x|$m+!1JEeiZVc$$N#BkoM9WBxCK98uR^URypu)G7R}Kk0v&S^h7N`~S3Uf{ja@O8cJ3Z>J!5^Bc(W1+ur{w;7b)@+VIZwv-WjlB?P*L0GeS_ z;;{be603v@Cj7jiO30n6qr5*X*O4uE@ENW3AKnx(A2_Z5RC?1KeonDP{B+0LJAc|0 zva=U1_8Lmm5q9Oh%+~9zbGV!A?)qTxM;I2*Hfkp0NfrL}>rv293RwJPEiLS^-L}b1 zqX|dac#h7G0fW0G-s=0iH)CojM-iZoogBHg#Qk@tL(;oP;L~x-KJ!jgV2kBNdy0=& z@$-!OvJV}fkLD+7A21WK-3PmyaRk(TYJ!qf^DUA!f`6#oa?OUXU`KeAzriByIq?WJ zRK5fL-O{3L+HjIuRxmIlymf7teoesn+!FM@y5qUFF_uQlIi-)STIBObEr7 zVG>8oAbQ_mvo>5jH(yaw(od^zNTHhA=9Rb;iGF;ROMc^q!zLi*AIm=5Xwl1TT68MT z=ELt#;5O`?uk{rUYh{Lzr{heGZpYR5(Kz!LOZsDj4P_lBSLS9@kEFx>loBAvVVz!? zTL|A%>^r8(%>iNdxP0@yce_tI*_t?=boQ<0dduSXyZv%zwHQrMt1qJ?=jeTp_W?B7 z>Zx#Ei`a$qyEC_jy%&J!YGjAKXfnx(?lULu2+#S0khWgdps5w3H}aMd!b6!is+IS= zLdOilIJ zoKUMt(bcn}qhAvPT1T%C3MEgkKr^q!#}5u5xwjF^a4rOAn5|7_fOO0H@QMv+pqxLh z_eHXc99!sez&n$c1sUNLTVdgffw}Mg2Fr$(ksp*WlR)Uu^M%j5$b0kmYJ)AYy5H5# zu^wOLMJ6CQfi2Cy?-(_9{7TJlFouIk{GpWjEO0Jy1OwHW5$1j zMO1jr3F4Cn6+P(#5%!`hz*I5d>yof@nZ4`t!onLq4ib|LC!h|XZoeG8Tjo^U+FRz% z-Ys|A_7pRj>~NyMjTEO;%my|gmH|DDMF5KUw?6qvW7F8rRD9|pQfQYfnuMFZ-nStz z{|}w33KnOPJ88xH0rqxBbhjQGw${k~^Kl8LOuD2HUTlxq!z2@Ix5vdFOlIY4VhpnN z4(~;XVl*c?YSe^&eo=#G0y56=!BU@YXOKrC&O ztNMkle>Zuk$VFCjjoM)DaUW2^FO6~N$yyyUtXV?k67FJ7fgrP#1nX7hS=0Hc~Ar=|4Fwzg!ZmPGe0UHyU~IG><$x z9`4E?1HqafR1BwWX*-19oXCWGxFM0bWAZohg@kPSPrb06)5 zg^Z91B5Jo^56+sI|ctRA-H1HzZeBzqz>flJlo|G;X#)i>) z-Q-B8*Z?ORus48yJhVn#|IdGM}qUcnQC`r}(N4!aIf%9)&JTbZA{YHTd znBBd%|3N8g4U`W2>kEpcJewE9rG_to*v}-?)FXxY~N6qQ&r?ZchI7`W`YOsAhmx=0QA&Gf~NX>zxs`_jC(-OlFbiuy)kIB(sEC+m_7tE?Lx)R<%iB<-5xBW`Gzrv#SoGWHD z1di41<KorI=Jy#i|+A$6FZ=3J9>BYLg$5TD5SpEsnexXvn36wsWp$80!wZRkEW9 zq}5_lI*ydM8!jm_aS-w)==ix3Yyw_^+6~Uz_Vk>PjSC1he0e4)6(VsiRx!|{+AJbB zcdQx0YyC7&=)31uV96%v#yi5cT5VbFbtEg}U%=YdVP@H|Ywb4g=e~M8oSjo5O~KAdDHNxq7CU=2jlg@kNRFM2iLEi|URp#3)=0Ej-gs8)$NmI|@2)bE8*izI@_#(i zsOx2JikfEOeJjfaT~^>+kv6nWk@4cnqV4otrgVVgWv#XzQl32Zec1?KqWVYY!>~*t z%7d$2==o~~iOYoAII4ALaGT}w>N7n>t z-o>-a(WVKHBGtS#BzInt8aU+4HZrOw*bC50wnYJJHO|Ly4%D~ZK*@PtPBVMuDHeW| znZI$ek$Ew5OgfgwAs|Q6+5Y@ZRBXLP&u0%nU^rq$sH8&YtQOrG-B~bjy|h- ze=4ReoQ3q1q9t8yM(bFRGK-!gmKq(KwLRW*{(+}qN)X0bU&G)iOI+L=Kwezz? z`~skCB}+)Aek{*ZDMWaH%);$%rT&I!>%G8i7!(iH#34U7DqcvB6Pne`ZW>?hr5okN z^3V~fh&4&3eSl)~Em5gKG_gqG=G*BJktHRrd`N-u%(kijyho${)u^C-HaWhTRLlm; z4jk{Qj09S}C66iuFSz=i8{CAaHeVveFOf@J$*uL~_{g8yUuq-D23Ga9XR#Aa$3z6_ z`vS9)g+sZ_N;vA3?d!s}3KSjCNK{%}zWl~jZ7S8jxqWxKX5}_)qS2*Lx0^t67wiB_u ze~uJmaLr;yJFmg_#IX^%VS`o?CO~P7dB5%-?~s=omVY)ymGe+Wg;=K^{Dq3eD;gxa7jr6wS&nIECB#NQi)ZiJXGB^t1>NzV%i6PMT6xo)Ay&Bk+R!&_ zwpVR+gw~L*A}LuARj_MQTrbYIGZ+D{833p=P|I?p6D$8R;wGivYx=5LFYGekIRU)SlH~QmN{*3>2KusX~}_VfyrH;<`>b4>P_jFgf`vyVn20CcT}*aizQ+-x1{LRwWd3t$>&n3&{fM}fr#DR*V84OcO&TN&o+bbwv-!Q8o!xW zpZ9-E-J1dYoeZ#Ol2A@s#0w+hfQm1NI#Sj0MH$<+=H7v=p@Mng5M+~Wy{*BUG4Mq0 zxLDK-YaJh(;P(ZyHHqpL=R*E9W7-yvE3Eth_7pt6PD+J+C$-WT{0bfN0|%zR2Zt)o z-UjP5k7vI(uG_u-OUgkdbf+0j*4;RL<^1TB?azSM6|m`IBb4kxLIU%r46bhqd`_r# z6f13(COom?ECRU+g?YM>7Q?U}(bMAX(=!r|dP_!IcXjC~I?!zk-ENm_q-ph-7VW*k z$$db@sp;;=refY~brl)z1XfsWqz8JLO1ObC{6$94RR<$qo3!@~;a}g<_c~2=I#4{v zlwKD(%p|YtHl_$Db@}x32W1VGZ0VIwyz1llaSF3g0YNpMqYJW|)&jK2Fp7E^2}M>T zq0C3$niM;g5?h6+Q*1YGzuxg&Ya|wK>Rq}$3I0qcG#*gG>5wM(*Igr^W#%zZgg*XP z)~xcK`fXtseU<`4#E?@~66xn|AT=jAs$7BJD{Y8cM<#dN<6e2$Xw$>pn_Q7HTUuIGdM=EwYgjOB z8?W#~g>~?@=&V0$zf0>tZD^2`-4k0NB6HRX+@|dTW@^*|e`-|YX^~`~`t+i9DKT$- zzGCNH&F=aq-{s1?qct_IjfwccWxA=~fTVd|fb)ihLxliaz{DbhQ zzllZ}*Bn=ZP24yJx!+!gL;WA%1wZkRIHkD1V2PdD-!uVV59AO-Ei2l~Q0EDAVW|FK zS4((Owa*tr*G)sSqCh(wn%VmiU^R2>bj0WAX=>YQa!DCVEC>C*YwIL2Ze9SkF9t0o4+V0d=m3 zNu#_ADDF7RgMIs0JAl<=$vRs$+7+*gl+a9ih&U3bJMc2Nrm=*CwLXCQ_wBoqO_> zGEhLf=B#(@Oq+~E|M{4%a3KGF5Gy&E9-qaOrCe05owkuM-F0R(Puh24_FR2oyPU4jm{+*df^6V;M3{8R)Vp7Y z3hOy11VJXmkyxy5 zNIw@z6x+)}x_%9;84EgZ5^~L4x_u{zl>0q{;{F<`IT=%X4^P-M@$HOsFJZWgNhA&h zudH?;*6+(U*fQp63-{v1O-)o^r8q8yT{wEiNGW{fI#2ksKpQgENa-1ML{*v8pJ76Z zuNy+b{k@idskCOc<~&>I^bzP&CIOy#tlA!Y+fu}kWK{!Z9% zmTX=quBRTbPjt!NncFXdD za+$mbT1Lh4&CY{2f}5R3f=&V+NTg!q^SySp=mP!8L}&-&8SYWXxn>oYsQ11|KKOMKjF>bM$l^VtJ+?Id3Q=SN z+55?_9^+SfOW75%3k|~{@|nRft^{Vy0r@Z8OFXL4ZMHa+IETX{9kb_~Q5Umkz8i%b z04w;6B}RtR;!p4Sw6TmA9|2#%VhlTQBZR*UoHl*#9D1mk2ezrzIMZnrLq)8ZIMpc^ z?LE>=Y{{9bC}J#TTtLhW_~QQ-+}u&4sBTXh$u)2_zdkr+fS^wvfrSWlQRxQO`!xX* zGeH?8k59jHtVgYt=QXo$r)NZ;^gngJVkRKZeP&ZD)j#+1>Cb11I%X3Us45wu_v$QQ z(>!VH!*_3e$L%>%La2xbFKXMwtRJPDrB9(8sNYrORTrHlwHoWqJPws6IaNQuBbXBj zgH7I1vcKn|drR(^vn-XGtFakz$140LtgAa@%c|@FJ!EIcTYrhyAnTXKzFWP8ya%+& z7Sx|$yM6<#XB{!T#;(Llp!+lL4cmfalq591Y*RxlCQ60@YBmgB`FdnTOyrRlmJo3bY;X=&Y zE{=1g=L3)lG}zjP_VcC9Q}mL_@^AO;sX=$QC5iEe`?KIzfk0vY_l5suWR9hG5DX)l zNtSq9Rn;xlhP)}UP~{&|#boerY1D^C$=6uto70^hr4Fpc6P^|PM%|aX-mt)weKz$z_Sh|L2Ur=M z!ZXJ~#WvE)$-^Fj5HJ~7&Lzx@&A`_wPrqi>yyCAKQIL%K+2_YXgse|DQ-<8Nv>CNS zMh51&%#3e{yl=~7rQ4y~)XT=th?&&WJl;&LH@|zr<+xdk6P`HE-5V_ayLyBhTFot) zYtH=ui|Tcfz)6CpU>jC;q&6U1KjZn4Ez44a~jSEs*#9Foo7jjoh7p( z8#C%HXk#>~c^s71u-zct_#W`7bX54hSUFCkZ$+|!7jxmb1k!SEOY^xPvX=f>snNI? z7gayjC1!THxr?N+)Vj3KY^Ej^sXThye$A;I?RG-kwKTwY61_=YIh1!eou*$Tr1mgD zOa8tgLW(te@k;Set5xMosQ0*|p5G|t5I4)_3y`TgNK-R*ed|rp%QXXs?wx9devb2g zTD~s>Mev%NL?$mLEQ92Hxisi{YtEFS#@%0qv95@&N@S!bP$>KB6{^~`4A86=})J3mx^!+_sjwvE`=q)(u_d{HI@b**56T`2AqO!tiokm`;Wu=pi@+ zaUe|mO9DtCj9#4pFJ{Gghledf<_|AFz?eBD5>d0gyN`IRp4C>>KDj5$TIu>=qo?&e zY!S438Mh4m4CkciE!D9lk_GgV=e(G#ReACb+Pz7#o_jw28VRGPZ7yFC2xJ^VE~T!q zwkQ;zn^)s{%xyK&psf0Xv>i3xj_~D9Of(@c$ZlFl?>n;GOhXlXw6(gwlP2qzyz4Kz z)bvwQ{A|V&nn6Ucc=O{#y?Rsqyj5Ui}COY^lP5S58}| zPQKNj+-quwO@KUxc^onqVM)qPNmG~Qs_q5A**cRr>tm`qcA`~vjP!j@DyAE+w}L8f z7AzHAa7T;-56&Q3t|0>`aFn5Xc(Qoa47hRB-q#N7dsT}PIsrKn~ zutN^vEuR30P`7XfT{h!I^#ZuO_TZ($F%;$FpfY3{Oycfw(3Jtwg^&V$-oouk&=KpI!exEhd_p5JD}y0UX^VnJWrS+6BQfUeSjBC5i6bE-!26m{uU{TPlGa ze#1bM{TZi#N@2$yxm19?hlMy(E^PzU=Ktr=p8iX2{_T^Btao`H%1Bz@w0w+o$nKiw6J4!CiP4og-9}JL^Y8@q((1@1U1;7J@s0 z*Jy$rz7R7=akA8ZIhxygJ3^i;y9@v=I{lA4o%>PV^-j!4<9ph;CV1`2{K6)P8p%jD zWI}ea0W6WcjDO!_YzH*Wj{Ntdo&}g`+xl^JzDLs7EMlP{SS)Nd`sCmL#|}PS-~zB( ztumls6ipGjMNp(ChJXNO>Qu2<^PmTJ#EcAt$*mea41F4hZ3neK2IN$sJrp% zITr)Kc+j#<9IobZfT~fgF}8#6tIpfB2BEMMuH~BcCNr%1ZvnIwBBy1l>bLrd0W}Yx zPJOCSdX42VTUKwJ&aHDHhKGO~BE7>VkskDfEr(#gBy|YWBVtum#$xo99K^;47l3s* z%>KW(-~Q|Qe-RV((If4XDuf?2=E&|7i0Ou4zWeB`mn~m`w}zGa2_hQL7B&M0JwWMB zn6U!VMpU?&EL*qb15xIJ>b^9w%}T2NyoX5hi^3^-9_E18dGn&w?~)HrZ1rv*clG-x zs0(kf1ZP}xZ-TZM$sAa!I(s-@je5S~m~Hg|c~!W(y}dG7nUY(sqZ>1uB_nZqIvPY7 zSEXI!l3m|TXhv_tDE4`6M%K_%>pXgzFCda(j`m98R4ji?c_0}LaMyLA*NoR`U`Ml= zeh~HvW=8|yh4jM7r9xsaox$o+%E(;=0&mT>g$6UTOS zVKD8QD42#6RluqMjq6Byc*Q$p?sNz--rgkikrX!zCWm7hNEaX!#*)JRd`2Y5JW-d9Pu^48L3y^3xLSpqcVKY!{3;ZG2QRB1T=C$JX{DbfL@5X_MZBCScB z3{L<}d|<9r^sVWhz-_0mAC6v!tz2n(^TCFQnLNqLn24bSx~jQK%6vM}+x*W`r&WC;FDIdkEwNp6IsCw=mMPJD-kQ=s3MmJv6neYZIec=XT$ zg&U3AOBRsWz9lgz6(vLY`ibr|#`3kxI|1#y9LVgPFpk%!3BIpKkV z?5KQYmQ1j1(OLru;ZzdQDissu8-cf|BL{&pQJmBarGPv;U&D!v0Qc$bJs(hx z@iOOt2@o=?wja_17u;wc9ACUMQ2N$VU)fJLHS8DQGmTt57(>n&0_eek6w(%ZlQW1_(oL8EicH5g|F(seO zz8iaOa`Bs)9Hret30xJQ-Wi|j3T4`?X@C?xAwMTscq2NM4#`;-kWWZ^VII!bm$f6N zK6#B5vHh2|3mb5k*Jq>;QNb$Q*~R5LXubPPuu)>8ZZ!Wp-e zM8y($gkLkeri&nB(3)FoYm(;C;a66iDDEiBnih9ew@-~HrCg`_rWRFcvyx)6PnS9Z zp7h^>Z>QWIdj|XA3DVnGsH_Pli1JP&(jJ@4R%)%aZMha-WVvnlo%*YhR|YWWSQA4| zI)MQd$FuI^-1xP|jGbhQsVPE1h6!qyXYl~JBEgBB0Cr?x+2vTo!Ds@keoI^w;g#}i z2Gp2(PiLb`z)M+5JZPHgLwx5cFsxum?j=UzTxz2^8*Q(s=y6%s?Y8@8 z&ESP;H_>feB_@Vh zHFnsL3r?A=XCtWZp;+_y8?cd)JkIwovE@ce1sXj%(0n~Lw#+;KgW;!_h2zs& zLRl-*NbqLKb2N1eGa79o@w18?sX-slTzQN4?$}BQtSx`^ zeeZ(wdRF{$wGzW5o?8UG`oo6uF)JSaideBXc&FYG^9W=lK*$dZ$?K=pq35Nh$*PAg z&6pEtETZ8~QU4|`mFU;E<;2Z)2IJz5CAy!gb?@}{=UIBG% zeh(b~+x_=8?5Fn<(v|A#i2}QQ8ed&j;VX^mtP1Q&RFu-z(;!!b@V4cHMw)-(YEH8YIAD;t6=Qxx zx&%sut~l)Ga71AEmNzQ60)#oIe`VIK%W}UMmkE-cBJ|3G*Hbs9j#?R_NRIW+C2HJ} zOodzTdsNSDh8?UHEZnk5BJ37t?qD4|nLdnt{Ef^3j2ZwoGWogGq*ZfS?O~QhvDNLO zR~~Dn$X0!OpnD-EJ3ra(6W9?DU2saEM@ej%)#d0}nt~maxdHo&v}4R_4ycMhW^~7E zlJIA7c*k~9r9t&1X6sHZO&sZ04*RtErP6gI#Cuar=~~yzHnS_TcZiG1-9G)X{V6 zr({?RKnZ+hcN^Iml{2Upj3s0PKnp$e7$_fkw3O)?M-NeqTk+`cN9lJn+%RJlbZ;2j z7x2F_QPMk}ODch_`DE$>K96PQy6PSDkjGWO_kgT?To@_X)TFZh+xbplc6yrNv?9}C zzc-2c`{=&z!s{{F>pe^F=`m8P)G{evqC(=>1z=rPDKI-xof+NpJ%#doz6RwtQZ()> zZXII4Ymujx8)4?1hy@Zx|gtxPt&38)slg*FY=5qlm+ChLJ zp@EU}fl@?(hx~mWAjE@hC*Au$&Z>bdn*X$&HCel|QumyvUU}Mo&VU;bJcAl3n7djf zJwEZ*_%tDxRonK#?W!)1%i|hrzxPYWF47En%Sx=2Xlx(7ia9Q?<4YCduY75%Kt75^ z@NcXPi!S*FFSxAL%|^y5Ung2ksQkrWE;)Yfd`FnTmv<@?I^J5zgRjbu!yoPC)OUa%KHi_D#!*um4FD>k zS4#%V!rrV?ah8qzekCV?QJ_zF7cPeUE8PebJ(mS`@Hrj*^;(xXFRuSQ|M3(U%l>wb z32pMNQcMpJEw=1X6Zd^4ucs*|J@8JjxJizhXxR|qB`iomK$Rw}kN1>Ro#t|%hT`&* z>mRm>d#;;v`F>J(^GQhf)_>XSON+k$_9{*X!N9-vsE0A`b)lKlbVXRr%^Y9_`YtF1m>#K{ne1C1_P z6}hWF{w`V&yx4%gg3%(aFJ-VoK%5iFLp|8sjW6ep1P<~`xc=1ZjH;Y96Mv##l4fD- zqQiQ|+&s@j+wq~0TGfhSNu|N+xoz>#$Q*kMad#5J6kZSjoIAy-2wKyWPz<_%jhCAc+ zbYc3}W=t++wnB5pSB!Zt3;xX52Dh6&g=7*_&Eb5idiy zTfd8JTd@s06gKNEBS-+Cl&qtBGsN`wcEW9m-GI$-G{LWrSJU`BESuDZYlpW z9&ug&gqKFoweuY{gO^rPyfkolJXHgb>Gdw4;}2^3d>3JoOP$m%=hQtVSzOr0?i$m_ zq_R(-#QM)bjY~?FE2itGQkIt;P9~%uLN*dGcXAgE#wjs!>8( z$?T@J(SzsfdvUdT9L9uSgRh4CU62lwHYVSY{z%hJsf91PJ+j))cmJWQcV+gul7S_D zW#g|gQey6LNu_z9?Xd`svsoN`*!qd#{K!(@ro0FdYm1qwz#`aPymFlQ>C)g&lw=iN zJsoI;JU6tYaF1^&nOL#Umir_vzA`+#UAGZKD!(ZgA`@SJ!}en`>6l0&4bkNB{iPqz z&y+|>_x#|V5cfD~jTJIU@HJUVrQ-kAX{r;^j%NN>5(rcVK znCa4~Cgtr_ytD$Vy0Q+6=rhdK2In~93TS?H>+aKRkF#iiC}hnn@viY%DXnbL*>E$oL2nxJ(A@V zkyN`|uEGAwt(ED$!+1mQ@|?NJO!`Hp0hJvD5FCZs0ph&Ec=@7~WuEJV=RTfH@cUR7 z?-$HQKnD2>J1&;6If_nYJ2%}M;qI37x`$DIAzl%m0v)2#OD$_&4Kg;XYu+phplbCx z^QIuUB_hi@WIpN+s^E`y)pmXuNoPov)E9DQWN2pjmfOk=I^Y&&Y&&rzzn0`H=_8Lc zind}3KLnDVUIs-WrtT-YQaZQcg22c`H9O(3o%hNKa`ljEE8E{hZYy;>ge zQdbjNPZ@}7G2Mp#G$}7E++E+cn4XgqBC4wu~d}@B~nGX&W|+Y<);fT6HxBM z_eVX1oxigrt}fNXY^@{vrz2NW}A)_69XY*-}u<#7MyEc;+zan+ml zgG>9HW|rHkQ4^llIqzOh44-638oqLvi#x}H?N^VF2n&HL$IYTJG+P09w-ZOq-N!4 z1FEPyQP{nhkzXk~oiD~<6a_xMACo#sAN3XpkT zEdseLbj5WaWb7Sh^>h^tX)_-o{p`UxGLBNw4I>S|PnwMF4d&rryUoONlwa?m|Fq(7 zg-8L)Cwu)#2TvK_;M6~%pVsat$etFR6~@A+qiL6BmOx)WtsCHYIw^O3N3CfcC$Sx# z+Y#669|b(Q?F*Y3ylfBxic}Rb1LWhrQFo*GRrb)yN=#00!A)tWJ_;M@7_bAKAv)l% z+s}&*JBheH4_j3yBR+0LkK*K1#@7kd3;vHu9+?z9-0ZaMSE&YNEA83~ri?#YKc+7d z4E8QbpNx`ik$<@fESDKkSN+8#9g=<5G%8KZJlf6`9Hfx`&^Fh3`mJD>CVr3eGNCTJ zz95OE+`X(9U;prLk!fzC$1jKLrj};?2oIurF!YdhbHn?kB)M&+Y{mr8kp&{OnVO zWdwuYsfnggx(Y&C$Hud^B0A#>kcPB`mW z+ITXn=N&uYsi#!L;WSr65rCr1Aq%UnRSMpDhT*g~x3Htf`!wla{R_t54l?#ZKNoPR zWs1!sKHG;cLp!uY5cS%$oX9{V1b@ylSbfe+7epKz$@r3tS2HMb;4-+)A~#GeSpiJ5 z>YtNOl(d~t4e#eRSPn|Gm|bs8k=tLVKT$3^Z0=oFZ^~PMxbT+vzYPu&+td<+xBWt+i-$AD)TdN#hR?1}KqTsR?A%3X92VvDRl)=mgaO5}`9RwS_ zZWwd@RU@j>t&q=DlAh^@Jlz&=;pKs|`5`q`VKAQmrzp%?VQb1cSb4Y z^7+gUH$;!%UH|1;Nc3wjRXs`;BGwnDO&gZr3SyoA!>02KfGj zbgho!!o2tAJOhfBkuych1aynA;vn>Z%m6<{fp$PM25i*%4euMQackuB!T&n6`6GgIIPXM2!4YrJrx%G+b zKf1WS-SCj=hy2mXqv3yf7!pu16j`z+!>~Y8sL$n9_gXDdaAR4HSw+aN?Wahfd6T}0W0~D%S<8;*A0%0Po<4pyL47w%!||Z4O``S`)92+0 zeM@@(q_lSt9+A=-C|{vr_U<}3K|@Il(LiqyTL`rh`kn>E8&C96W2ljV^1U}?rUP>X z66+rhm4W^J{GvX?rUTjVXDug-K+ANizOrm5O=RJzDev_^y9f_qvwj<;$x=SK*o)^B zLu+a@k3b(lxR=n&o1=4^fT>sV0D>{J#w-T3xBl$D7dF+FWAPYe2Kq$Q)>KrEF8X8h zeS1{5cqDc|ryo#pIDge2U1SNBI)DXc7D?t0$~~h$#jHjKNCRYpN7S+%q(jEn-voy<;DI=nFpDKH863pm*G+WjZw1#CN0 zhTErUUJU++?lmKl%3ehVy2s~%@!@w%io`#3wJ2H|3W1YdTA+MqW~8;;1jKm~h~r+` zC7^T>Y$93xL+1jgDq3Px_?Dz{>PWq0BtV-UrT~DbJboET71qR^9Mfw1mCvlq|P5^X%*`t55V9yoDUwWjL*N#(X>3i(DwtU;fu*A8cI_9#^^G-HV0n7GSf7 zDPTA0rt)fM@s-)3>C8Q-=h4|_h*Xb@aj`8~Ic>*x()_Kxeq{{#z8l%tuBJY0YHI%e z_-yD|L7g>V%<}RyFWk9N`;tjgX3drreZnawE^q);p_7QCZz+4qpYn1%TaVcE6q{u0 zMA|9Z5w4%8A{~*;)(mIhfSW>^5|?3_czWJqlOh^idx-b>zEx_x5zZM>!1G!8aVJ_6 z=tD_<3YcuvlXzt!!k|Z<{KE38xT7!_p0Wjf9-O_1;ew=CYZD;`_%(1 zbw-9ubmj!J<~?w`{Y~!Lg3w0H8ug7KPwbHMC#fQ{R}uYe#g|-S75vUvrY$L3wi=IR zj_&AotweP7cM}%f*;e=MCaQ;9K2%tJ(Ai-iiccN>0Z(#1n{FSX?*5s%$`=o%p^r-Y z;so--3OM7HSJANm@??{@7Pm<(0;ay_4i&|(n)Aoxl+^E@s7nAe+hwX@(!FnKJ=u$1 zD)E!vqXvE{sp9>EAR5}?aL&VY?J%SM$D1>Q%0;`9@7y0ArNos(GM}bYjY#ZB-G8W| z+!MLybtd(jkTbLYlhNyK;K>U36Jm>OCp+>-^b1%pZG53J^7x~3RA^Q=!@~21-1tD} zJJ2UIJXHcNWlZXPIob&2Ew8BoP3v~AiR`SDsnF)fabsJWHT%w43_jWpkpo2)wp#&J zm^AieC9ZIf6&5UE3PfS_Yt9Hn&Wg)z zDL+}C$fpfwRHdr0;IO77EB#19$uq~PTZ6>MzSX{NlHzFl`y{GXogDEqEXlg#% zf!S>-v7JY&wVtOxdxH2j@K|JqonY|kB7|+Z{&<%M3%XkUcH&;Nz+PKe)`?B|E``r$ znX67rj6cCX@6CZ?YK6phoY~C`#u(Tm8JCE)M$+n0YHHT`=#m_r8;idPh=QJZZ?y4P zisTmTU_D>5=Ad8i=E1;%M^gO?Cg;f_qg;q4jkhYtekn!EDMmoo7xwmjf)ug)ozGhZ zo;K_kvvjwx2E<~@%qO(iG(pgP;|)ke6U>lw`wx%AXbyr~XbW0xn>t02s{I!I5Su<; zfWS4uF3j9*(7VZ%x2?4r7+?Gz|4bp)R@NSOI zMfpOYK7cq_q@BwHC*4ff!}~c`Shs6{JMlK!01irR53ony^Coqn9HxMD*@XRHvyj!& ziHM+fe<)dl0&=|G##~^c+R8Kdu^UylH`-Sj6JXRB+Bwe_-Bx|;YS)KY7M1uFKMjM} zR9VOcjh@taO~0%aXBJJdJLVUhp%P9fZ`<|0naLOE{L9n43 zlLo;bwyWH3neIebFuvT&MT(S%yx~XCTC-vNq?reQ$3QLulsK&V8}cR@59nktcKmyVvVUJ6KCu9RC=&hcKOK{cp^@ zXIK+m+ct`#qNpHBZ&6Vx5kZh5Ew>_FdaqH6lu)F%kf;bqOQb6;(mN69H6k4Zr1u&+ z1VRsxU}sr;gtn*eNFd7mDAH9;0t=-wcoVBdtkzO1L~Tlci_;KYXQlxuP2ch8Z# z+yi?)r%N1i!@hM7J;O|y*{6d01e?{-!y4_+xZu)P=UC?lAS~yoFVQGC2TG#M)47 zvsiXY;31R(JsDGtKL_%#BQ&w^z1_Vyr^Jpo9%WT{szh8iTy+#+K>`@rLeVX!LRAx$ z8rvL6)UW(T3ac~$oN)`dEl#hq{3TqNX1U?hMe!%N;K%Jq`lBGaqd?+pRKaSCWX8Q9 zPJf2Ev*ouC_5EFLO+m13NW*wKn8RGl%5bwF4B!Czq;QJ_%?=8Cf!a5!`MeSsqIfS! z%=h8k&^Lk^gqY?x)n-q9 zcMPA61?zJdxe`#)0f`kkZkmwa`z^%s)^xsj$?`>iJ~Y*DQl$b-VnyaSI)cuVWpfsC ztCMuT26TDffm2jy4@w)7pY@xq#JPFkL$WKKsC86Z00x^I$2w&W3$$DRlnKC^o8jpP zgAUnV_dbj3$hiN-p7rh9D;Y$*b@W7TmsDcT*D7oyjWnk3!&@+Vx1$3~M}Au6Ux{T} zHv)rnhC*KhF9nALK-Y$xFNQL}1@5C&InkdUphHBJ`9jcV9b^HPfdfdmv1s*R13y0G zvkbg~lz{c{Ts@SpLwN^qHa<9O-@DPxlL+7Loz; zkNgg?G9z+|HrXmGR#u8MpvPj;{iHFDMbM=AuTup=k{(o=aNZ6nPW3O0zPc4H_-eX| zd18w*uQjk>amqPn61B>eO64bmLw6a&DsUWXE1T7IB?m9Bz*Ozd!M7E|~@&c{ZwI`6lE2+F0)kLePxgQu@=9{>y$J@GUY4C5Oeam!g)nWcEABHQ2Z|-Bsg2 zj1rp*qcWwy3qk;W44~vnsljMsC8>L%{p$cX`-NW5bYux4mQ=4Dw%FhDwN%(-8&~O< zeLJY#jt}&55hp=*$(SLDw_u&;6m^ZORJSRU1s;aQ(W{e|>9Za$@88 z@fYFHlSU!&{2PTbzWq6NT|O$M4!2@uY=#5IhCCw^IK^g{$Q_3}nz26iAdyW&wvSz_ zsK^^`H@1%_%cmXe+%%bPqnpgGPP?b-yC7JRC@qnyDA}maS!{vAw zKOT%mKdWo{yc{Z%Z9=zyw+g_|0a>g2A}v52WJLGu227f)ws@ZgNYt^rL<1<5p-lAe zv$0{x(-%JZg)}-1G&1Kb4~Xj`ey7FQ>&91omT?;Vq*P2O`BGg#k)`JSrPZRE6VEMK zV_jHo@n6VPgCTZ8Xh6WeMN%s?a?<#nm*e&h_I7nB%fq%g7q51CruA-*l;KU+N?6c? zOO71IueJk>L*TC{MLBi5+`L@G!rYt!3sqJ}<`r4*{-+9+`~7X0sX%?wSZP(*f)7ky zQhDnB>TV})>y$Cz01_PF8b_Q{HVTH#iS77f65mjFC5E)3NBSfBYm%97WqkC-n0i^I z&CNSer)D2Fki7A37dFxXG1tcL427asnfgz5w28-ru7#;yu{&2S)ZYF)cOxoMc!-^Q zEQ+*BrKfYpYiu?$w$1Vk$|>6CO?RC~y-uQUJIUXn*HH;$L^@|Vu^R16?QvtlO%@w_yr?%ISYM+1&W^Pmd}M5) z3M4(bAHL5r<}x`i8?iq(>8XCEfXUg^;NAJ&v-Dd<2R*khF&4YRQfPxWX9Cw+`hyQt zI~Y-EFD>l&bLae1a%Mswcag>D$3vmQ`y+v4d<#7b_pD4^Q!{urvwze~`cy0JK)+Q4 zJ;pNKyoOFL{^dSfZsW@4wr+ekCM+QI(npo;rI9ZfANiuE4-Ay<<7B>9n;?_&)I&cy zb-b0_ZJ~!JZE`~c8PVN8%*a3*Rpj>wlmOH!PU6IT6)NQbrWF}@U+17PEWwk^jVbYf zFvi(MxJPW6iSVh_BI}o1JN8&Q{4Q*Nk1lHNdoUSssDKuZ&`oGSop$+}VR8_%z$9%8 z2Xfw*F@(sVfTAiM*FLV#f1UM4Jtl7+fnNe_kt$APU`_q7OS0ekn}!K~tFUlaKK{?s zV}{F=b66=luz_@Wr|0W?XF$+Ydl<;HIKZ0$_?^8n^kHVPcV;6DbnToEkn?|c?M)Pb zn*iM4|GA9$e|3&?-W7|vPc32+UMMNyH%_IQj)FO6_3JL@7j=`_`eJ^c7We`hp=*F{3v}^5y%R0K#9JX zLhP*n6&~h9VElNwzvmedr9DFtIC^L`zzvNbKP!1w{VD*|T`#`CN0}Rp_ftUwKIvH2 zcp1P`Xr*tTv69sFdK}0%`UL-yrh>kl0bO?)wX<+)jka!?Wn@U20MSQfCTslr(Wk{$29=qD+e1rf#6p1ja% zK*^{7C+hJ(2zQ8k_gTB;`1eOxyH$GG9AI@CtM+4SXEc7z!F;4korb5Yp5%dfJqARn z6&=yIdP}^Yz^!9PP_sqQ++b~ERCHsew1i6kZh&|8_#DC53x12*zn}{I@74bPnNlbX z7lpJbvx64Nn^kTXj;>CkNzXkH1m1th9B(Qzk(J|mUIp-iYk)oi^KW|s;NiLJw~1mGhV=xkemvo9fX(`_VJ^<8ym>T{nBv~Urfll z3i%E|G$bF)R;hBcuv>asd|j>b{o2G~={yOXKlO}g1PMjI>LBR0UT`}qTh|I5RYR<~ zsS}2pO(7e*W-`9PEQ~@Ir5C37r}z?xzzDM&{_5*Wj}+QE*r8RlyR4HnjXErUotG08 zXn;K2X!9P*VE@vcWhbk7lS@y*aIy55-%#Z+3qgR zx>)Nb7)DG!px6K_loS8eu@XDAdCU>)Lk{aq-=|?CX_Zg-?cqRn#>LWI@-55)MRrL0 zgE(0tsVv571W0N%QY%tSRk&&>U;yp?5#)GQf&9f-LB!>NjAN`OxTO*UJe5ajP6K^Q z7aDGboZ%==j2}c5wjGXcGCHHUTgRy)ZtCZ2*K2$?Ej!4!C;k~3DiGfY`KaJ2zL4>$ zI$r;rJ6}BOrzY!@h-$*e4p7>qph@89WLDVZPj1)M2+@;`*)&)UF90mJKggoqh(gl+ zO=E?Aefy|$;Yf6|4lP_xHk`s-uqSB>k@(n89FD|*hxkC&pW$&mDj_GEWEG?|4F4(N z!)ir;u4xDAwC0s|N%kV0gRq$*!_;uN(Uy$^hGC&R#B}W8jOS#P3taZv_2Xv;ixm!~ zokJ1h&0US{nU}}tMFod-&2CCQtA#OI3|(6rFWIpD{4gu|tMYt>+{WrJgl*U|M5^*R z{B{e;533^MWlNcSmZwaozIs~sX@)Ggh9flj7nnR8F*ZxM{rWsZkrV z@eAwNAL5O_{@;uXng6$3#6KjuVH_F;k?K-0 zQb_d$Yy&s2D!LQ`RSgg(&1x?%y;#*=A|~?E>kKE|Q5@%dZ#j^p^fq?+T$W`5ru2 z->A_{b#4tQESXQFuHqy1XE=D&Gt1fu3h~U%>y}C6J1@Dmsqu59=lf*&-NC%^PGGsD zd?l!rLs~4+bQ5Ef5vR=4;l0bD^tK_knUHS+|n%Vo={q? zJYX|qeU{||cJlL?%~r3r7P(3?n`<#jv3a&4eKIv#DUex@XHJOetpNgXKmViQf<@G4 zU?IC{^)7BD0Z+PC9)Q!vDsK7snfvX76yeUNow%z;X8-Ldp!Xg-&^UJA0| z%bVnj-rEb%v7VW%2UvNk8Ea2<;5S++(^Te0V2b2JPod^=?z{wS10V2wEaOa`;(V<6 zcJ;DK+2_C)9!96|r0XGOn{puHDq-kh674api+$5PfIs+!7+7q~5awJ}c2PHCEh}u3 zPjF=I!|23A!l?AH(Cwe+voj;MMgM1O`2X_pP=CpYuXTo8V?PUk6rC&~xWr>}rJw?o zGFw^swX?HS(W>StB*%R;rcwH9UG%;M&a5akf_=4w#?wNxJp1`LM>hXT9xrQ3y60aE zRhX^g7`6WGX{jYo=xaZut|e5tyvFch^^NS0!5iXG?l??)Q#OgK2#_@+3lEvo!5wVm zj*M<2g%0*60{i$eXjC{R6GBvjequeEd{et{Qfi}?h^$b$C3TO57H#!R;yOjF)9Zk8%J>c2D9X@iBR3Df@yyFUll%b^x`Mn+yCbryYOhPyI2l_lo+Ik^vj{GB zXamIexb`9l(6wzT?nlB9xg)pT(vINRneaEvvmI+6s|D!hpnXk1DDA_Np9~N3$aml{ z#IJ$EX!I~W89ORh7ub~%C~z*$9d^ZkxIAf^^C~|= z%w#M*;GmWnPgcCX1hV{=8Ti;kjXUeu3=rj|=LTSl9* z!aNHTzNh~xEtTP4UV(4BhwB7~nTn7+8-JuYxvo#44t+IhRfcVhcjgAmoOdoLg8bb( zJJkOW$IW|P6)*z*fXIQw%%`L}cpFbIHsX|7k0k%q|26NkHh8qZ>kn9xY=Y{n0l5*p z4GIsied{NrIS#7ZIlz8utsQ%$u+uAkLmt@&UfnnK7(^GW=_i)330FXc@r8qNT#1kfu>knwOm%>~T z{wn3A-ws}PSd7PK9Mt;Ul@QE*zmHDgX!pxg@)oWyf)~r|>np*IGE)p(*3o8v%8AFR zY{Av<)JpF4Yfk}+p(7tn9q(9AY{ArrEGtn8KU{5wcm#i}v1`|Df|~Pho&4%?G$s?3%lUB`neB z_=ihx&AU3R+;TO8JHZNa1}14~AUP&_D`Wj1{ADhE+e2I8I5+00>T7%F*k?;iV{z!; zd76+nTe0?i*5X~m`S>uz#^yBHm{R<3=ZOd!ad%*Q+ibzhJhvi@&*>w3JDu~Y#7ecu z4_1k-x#~S3#CVh3L^RG#zoS7nc~?_U`_V{IXtbJEypx7coP4r}M}+eN+#4BUH)A3G z*t#QmUCzz3PEUR_nLlEGqrP)Hw-{|p3AQz$WH>8cJSoYc169P~F2OJj@=>g*H9(oZz9 zZ{NMS+@`EucF5K`6%8>Xxd+*M7d%RLby2&SwGjV4hRU)6DhEnl4>u{7I9w`=%)^=S zohd?dFIP{EBm7!gIZ-(NQ^TdG8fnc{mi{#mlQ-i9rw1DTQE$Y5u4NmSC}&IAH#VQN z3aWbv^(3hGLScsrn|~k<84JB?UKGU4!CCHE@tlwL+W^jkUaodl#QhN4${LiG_+EPD zuGB~BW6j+&bp?)w0XK=OUvFGq4na7uAH14t*@P-m`yu76m`jA$wT)vE@_M`9=y%mO zms(prE6!nlkB&IDIia%_uPH-?6#k~!l`)6nIuBEdG6x9wZ`h{sy}CYxSzG-u zCl@eYuG`b@_gN1l)cznChyj#QWOEny<~7dUWsqS#4EGzYbz<4w7ulRuaaMgPyxr=Pt@3B-UoHkg6B8 z8K&E-Ih~6O&sQ0wweS!F&K4UG;I0OaMOdU@3an_WL$jCxk`u`I9&UTummc*SG2)8w zOm8|oI3ymF4QJ_@AFE6e``q=?!2EmiaX*n<1n-(l6Kv?FsBu4Zjl`OaNHkxP+l~}? zkDWVWk4LtpPAZZxN+@0oUH6MsRY{yb!(;KulLKV%{Y*l6gPr%^G>IO2*b^^o8a8eO z^?mrP+q8rp1F8d(h2z4NpGrlGe+F+FB@VK>^fUw1s#VE-Ia$%=Q{^H-*jgm5`J@z@ zrDOI@2eGV$9_W>zXHy1V>d`{o8-psY&g1B$WOI+vJ#zPyHb}i^NY0cyD|9+8^bfofIYA=1p_WP!poBMUJPCfV)~DoAhk3tKQMLbMopliaxjdW; z11SO(9fhLsziR*F?z!=ufxRg6iw%YG;MdE&F#oLayse`4;h8aes*0uDQ#^}7S$HFz zO)}OV4>n(;I`ZvveLmNRNO;@etGlgV!^>MP6Ub6Ia+q-b%!Pgm`fE(I?l$v3MPkgYRM!YjCT z&Tafw(CB?+bH5@=R$catLEG%?e?DZX*8+Z6_-w;ob zmOI2+lVs1-Isu1f^3g55!BS>spOf#5HddoDY3%KiYI9H^s%hEZ3%0RWxv@T6M@IMJ zCL^g=f_J%&-fBdvUp3q{4z=mIuA%k3jjj4C=sxm1Z1s{}l;Qhp4437LPT2-ZD}YGn z_5Xg5-uEuO$SuCM?jfQxKz7A`MtgnUWh$}4bj^q8mF}TCQcIbHt$&Pecjar>VexI z^w?xgz_Qb%c&+S~af(JYW=9#9ppW@w6bF5B9fSoua>7_ezNX)8G=G|F$={m z$A&CrH{;Eg|OUDd3#26VW4e}bx(A7WmVqbD0KLwhCGC@S8UWGXml2(^@c-K&};OxE~ANwecq-a>2bSlJK`706Dh3ZM*PUIIeEK2q`!mrSSw zbF>YL^OR>SNk)}+@B3#%?N%h|%C6D$XGjbL7w3;gt5ic3ReKU0V1uH>teYFrEaZeh$UCBQ2a>rod;;qrs~HUs6(2?Dv3?a*juI&D_tg= zk$)PqAKe2jSayU~41X>)Kp3{H?JZDXjl_yMpE}XAuLckOvVJ~xItt7M%Pk8bi=Ge*^a(cHa&@`cvLYWCrHd) zylUdJ!I@A{yw zpk#5-e^ro?`<_dR&Jk!vTYvbd!wkqy8YDfuD0sgXKlcMlzBL4pFIGqM)nR%E8w8z5 zbxq)X4Qi|ZhBo#Yv;=ga>7t+gQ2_CNRq#Ti!qux_Zw?`xTrXwSwK%BP%}@VVGPDK9 zV7{JgnbsH`oqQoeKu0Jav|3{8hifOU8*TUAE&UUae9FyB&um;@Ka)Bl^wbr)3yN4A zdTq0EamtEm*ApLC(lPFJ7`uJC&`^^RxngfK6wyu!+jZ01?f5kIj7S#oM|$|Y!}&mb z(8*J=$S>1d!LBDYr~2$MYR;;1)!y`wyNSEVv@z)<)g(fvG%eqTEpQYkK# z7MWH=J%o2*;hMX2?bw@=aSM^MC3@S>4Yok{5L+`e*zPiuI#PFOiLsCW%_5n;Rek(i zB#0RAhu+%#{zV)lE_|#~Dl~&>Nz>Lcu5Sfis8(B*X~jl^1I zAXkBbd3#)eN6TAq>gQ)iSi`X;OA$?TKcB*HKYy-U_7gOA8I?(%C61@?-!{_rKDxis zX%-vWgRJ{ojWw2Ml=Zah6S263-$tw`rs^lzQ+18SRyR}gO1GLDs~r~|)$xA<#*zTo zv1m1kjo6JhXcQ7D{gF6;yj4r*HZPNW+R+R-F9KJwKO$|FK6>b4P{kLOnD(yIu;1(i zd<0DMAKp+0p;hQMLF@uC3IQS#icZYnGC6;OfoQb+<#V-=PUFtiui1}Dm0|i;eKK8h zh%VoK1sq+-+c0sn1BkrDjK^l{=}6n*QnYZ}&{v-D4NW7I*tGF_SPPCM8P;+7EkgUI z-)hULbf*YUWx1uK?7OLWM8XaPVDFuuLWdzh4okaqQDmheG0NJ!$$S(bI-5uSF(-sA&L?9ClQ%|`aJ9%UL0VZe zStt9JH#Ir6AF0|_$AP^66xr zeOs#J@3K7SerR%9IUQMWykphs{ik=f^nTof41!MY9!Jpqce>+b8i8Jkx${}EW;CC> zf~gW*{nQ|*hVqfXloB9Xa{1svxd-j08;MV=@`!ON>xJdCrK!bF`MoSM_~@M%_7~a7|E9wDeV;#j`X|Pi@!7XulkTD78>m#nCKywm)yCB0+! zb*IK3q1{8Aa+2Ty)$OR8MoI!(e(QQy?G#Cdp;qz*IetX~;ns%CdAW@EXD5!T6VDU@ z?@^&LZ1Qr=zTi1n3y_cR@DE zSL=_yOLTNe{vqmi-hNSu2y^?&=TuIW=MiRirq*-53qVJscK_Pqap)6}qjz-6q2);( zs0UF3ns>EZ=NL&3CUQn9)1(8xP-A>yq+kPKU~Qiz)iMVeOEsq)QVkqY?xWZPj-3-)X*#EhT=)R&A1y zZwrXdKW6>dc=q#lH@ zk_8vZXzi|^bBSASnGK@f=JczJ3ZA+l{#6hkO`uZlJHaP@RFXA1DY+!+1B&cqh26Ma`ds4#V*APSg-z(J*&w4VK&vindDREvxR zw~W_;%zF36YB8C1chm8B(BYUXx@3NaS9>Ndmu|Enj7rZ!ge;-kj6_9a=a`^EQOki( zPrb-6^OuR53MQ*j)nD>%7jY8J#U6wkjfUFJt!1XTMj04pSd3?}hsE4t*6v|rZO z81mZ9kngTIY8QxnhR}fPhMTUDR5WV~bAE4a)z@86aE`TD6{ zbScKpDTD9BZuYn-k{(z{Mn~A-ETO*L&ESG{s;$jM2;V1{(eGRu@tP( zsrxc&b|zSI=Xs#Y_P4As#S%@5aK+@n`3xH8D7ECa@oMRs8eOB`@306;O`9lY^g3hKGWf~v>Th&vOT2*F_x;q%F$mgz_i*L!}6k#&XJ81-Rc ztniz?ZQ+?WD8t)?*PVRp&|Bi2uAD|b`x>kdwR(1;QbYuel*jnC_oOvCx!* zHg9qGgQ4w(ziCtwO;V~ zNH<@TmRJGZl%w;{m^qoWEV442=FZnoj5-B59f;N}Lws_hPK$9;(b^s*aXZubb@A3B zNy1twrj$O@k1+B^B6=RmZjR{!y5_sNT*-w74>yzTY`^-y&$+aZw z=e5F!OQQ&7B&{U_8q%5Jp`8~nh!V6GXfHI4dZ+`7r<5s(n!#mBkOJY~J=c=Vg%d3B_s2yJOVJA-Gc9k9l#NR8 z?O{QZM$3r2K|5mQ(}47^*~kKk69O>y)&`r2_8;6HcSF?}5cwUa#%o$(`zp{2$Y%en z{^p%4qEw#OVbtdVdjK@1RfX5Flr?jYqI&{oaGcqYkY=9u$2yS7-v8Y!{7=;|{!@Cs z|E$d&9Tjymfpei3<@3*EP{XGJ=ON|%IhRH*uj}dl#l-c5KZk!j>!2V%^QYp`y@RYR zHB^EGbMXa;wfe>6)f`PF*>jBJLxb;a*a`Z&O7Ft9)YetTV{#BENMzqFXm7x7sL-xvNlj()5iT@k0I3Y$Sfp3>iVCyQ0xEX-8==xqf@S5`iH617hj%Flpj~o{uQ|(nPmlhGL+SdS z@mYmGm@@F+uCB!U4?&ZDK5)kxlmV4^+zj(St^dW^v@G(^ZJxhKFX-@pz*Ks<6S&pB zkte${QjH#UW1;XBh=|0Dm>bKr#H;u1WSo?gHF@8rGo92J711`Yf_$-+zFoP>xtJrM z-oD;6$dZM?v5F&xeb(+d{TFUdH0~JohuQ%;c2sBs9XmCZ22YB=M>kKn)wv&(Sn@R& z#=?8ryfy4Oj|y1MGhCGZqspV)S?sLWe!DO;H#1`TpSnMq|F3_r_8*L24D7YT>q;~M zeM=dOdz8sbNtYpBh7p1u-+-WvT?=L4M3<7lc&ucSi88q8J@i_+Q&+$60{1n&ftUZw z@s@ueE*~=LfZ{~)tuwAV$PS&^Wag4LA<} z=fX4p8fp?*#v6jeIv3tdij(i6f2dFf{uw@$SjhIk5#XfM|9kI`unnjM*tuND{PzFo z$^Q?~h5sNEE}c~>pLkRT6wHdSh|zu>)i3donS{63Yrc^SC2z)#W-b?nmJPgIO)246 zNxR(|nv#r{x%9n%Sy_DagS+ZnQoy$xsn(5~N4g`L{UIVH98ECCV}YYrkWyGP%>0*v zQmjr@>*A}(x=V2{!{E84F{cA))OUc$&hIkSkf6e$bSM}8+UZE%LA%SjT5j=M zZOuv9!G=>}WC`|@m$~^G!o-!&RCJmteK^VZ+9e(LIWi2DyF&8yi;U78 zjnIRMf0LmXXai`ECIRf39KCq*<&}S4epEb-O@xJ~TC#=pJBCPQ>1-Z{Z|B+%><(E@ z0AuN*Iq^MlwS!08B-*E=*kqwkdWM4@@^Wnb+&YvIa0Ow5BG=(uz?A=qbJRT8uF(IQ z4&J&>Qk;-#{N~b+JiQ&8Bo?({H5Jc=ec#nvhxvK6?dR4}K1Wzd2*`y+v`QQ~XG0cB z&)7XXwlyD58{gP_)2RMsGKeEuuBqB2&A3&Yo$$r0d49JdmGXu;P2tD_6o- z_Qobw+tXN17cYxtwmeCCR0FLG&K%W%o||n57^z+Moc*;xiFZC0R^d|LD9rhaqTx}) zW+|K_bEBJ2tv94T7f+V_yl}q0sW0#Q0e>x4jFQ&C-gJBHQo-AtZ{=|1noj#eGI%{& zO#VB{=OlQg4c_O1ayh#!FY`A|jCAtov98ebIsY#Ouha4d!(VstEuVz(j=X)r!R|W` z06-z)95gfm!BAO2?lQ3*ydUb%oDk-06TNQam3ted;EW0i7&dmcJYT*X&x={mDxWX% zev0P~g3T_}^;&bwNSyF0cxxRD*NbOX)O6dWIIO7z{2>m*9#!A4?5R_trJFXo-q@}J zYWX=cd|brKIs8DI!!+Ba>}uj`)KB|U<0+$rf&F-!g3UR$NHa2|R<7Lt1w$bIe1pnS zAPJPK;?1*CQRM4?FXgwhC-<}PpB)RcC1fp98*&lHsep027n!rZYpud}-t-DJLI0PP ztc=~34c}SuS3rXza4hKBbq;}%!qU;1Mr~t}%w>M5vLoXbk+4}%(+||FrnvTF{6)>W z&yZ`zNz`#@SsUu>LJ#JqpVf@ZQaMy?qYqMh*Vm5c)8;`5a<#WAX$YB4^U z1@tfif6*!W_`|Q**Ks|sqkQ!@DPXNhJ7_|Z*C+Q>hM-Ni=R;Y;t~SxxCM_{Q+}slI zPnbu`-WY&~vv=rhqQkTrzQ@B0_`jcM!q%Gvg9MR-Tdq}Dy@Hy+u@Mk0(w;zTVUk-L z{)kKZKGmAB2AfZ2ITHbdgf&g3)V{~~5LQ?u)>I_peU0U%->__e9r}AT?HAj_-P~4` zR@6Ffi`=af2~AX6Y(8q?-HIu5KlYs4v;xe=i@+-UA&CE%JX3@J0@r zYwerwARiAD!gwoJkmZbtlX5~TL%eB4=^T|#DBWZ=uQL3q$woKkK4BW5^U$$yn1xi{ zU~au#d(pH1d{gOwH*4tR)6!IsuoO3uhE`&q@nhwKvfW~ceZ*7FHExQ*?h<0`f-AnTeZ%BN?upfC9lcBn9O6xi&;Ud63fFR6v(hkSFpVsXf4%;z zYx+lTFY*Z)mR>p5fWG=k)U|{~Pqt&vep;sK>q_Z-uCm@=^a{s=W#33H1%8FQdXt03 zaKcF_+b;Gc$z49Z{B6|_=b7k%vYid^WD}@4x9YYn3jA?B=D01u@9C^uCuzfL<~MqR zf8hy)PQ(mvP=~tOvkZFl_Ayj-ih?l=^DZ9fpQHE3CIYZ;it?)Jz`@j}kHhFdgm}Rc z?GTYp0zb<^DLe$y$d)Siq+-R~Ixmv=a0|xfECRz7s80q<@Txy&?bOw+oodIKHNTbG zUJaf24Jx!V^SOeX`l12@V$dD#^~dw($6?`dB@s|Seg6$VV=7a9ihp)eU+kX3w^Uni zkeO%uP@e59*48U8acj>y4j0J;5e2%K4BH)$!Hk2bCFL zv*Lu1r-!TRn)T(X8j1^UQ*H~4ZCrWwGZ)OeB``T?)4^@>-@M<17Ra|-Yy z(myn^PaI)>;;~9~it19zJk!k~f=_Epn6++(}PwZxSIwS~(gZK0off z3IB9c1%um`zaE(MUg5sVYi8f7AH}1d=jufLA@i`oIhEQYW+%ZS%nL`e%(=D?KAnv! zC7Qy~#rFtbY3MxS%3c!%MU#IPghsZ~De<-;`en_?$@JtLr| z?y1u3qxQ%(HdY`ES(egg)x8R1Y)_nO^W}8zPGag}PA3BqTMbxs6&$ODAFbf4sUESJ zxLbt$zSt0@Y^Y_{qBxY5Vt`6u6C-O(YDbU$rSMj}8rofVmGPF+TLtTqgAMSzMxs;V zj3fB3iB6-FBr?)0<55w*pF3{Q#-;H>@QOa^5X;$gsYKXps7~HYI)ddOxO}Vsb%cYf z_VwU(?K5$K?tLr!Eco-;$Z#>7<*&L%{*J4+xr>6Xd$j9CHkf*gZjZ*+{t0V=_n;N^ z`L>S>tLl~;7Xxl>8X>w%>$98)d0(_-H1vO$B&KNXs{%M;o)?Po3*`gN?(R3kRE4ODjuPpV$u7NdqaV zU`}|%oK4;ElZ6o@Ha+Gu*9)U#VF&k#)Oca?x+|!thky3-Y4WJ&M>h+@pp!iHXz3=0 zwg=t@ZKDOeYF!of8%->Oa2v*Pi6So88Q1$V{8y=S=^q0??p8{R=y6szI;S|O-&K7R z7kld=N48?KOZ;c(5ylnp!~^N;6_i;-!q}QG(seK+24xZjDuIvP)KBA3VN;s`il!8o zJsX-5j0)BKL4xZ*@+=-M)O0m}{Wy`|haQtIb!-G0W7$lnCt+SiBY1 z-;p81^-n*y=Zlt$_bj_r{*0yibsTw?HGJK9^3?og1HXF|Xc|`~i(qN~uy`ps8rcYv z`CbXQHrMwb^?UN+AwPE*;4Z|Mry>zg>Rker(o~JSDTf8rJ<(;80Cb1MiRGCaU~)Zf zP&#|k<&Gu2o%V}semV7VEv57c5gDo@gFbq9`hFCrTY+KQXgW9ChN`5Us#dc3?SZzj zbpJ5c>T^^6N6THUkT;c|FQM%CK0m`_v_hK-SscgEV#p^x3%iL!L`b>}_y9tsKL;QQ z@=$(QvLmtXcgMZJykW8eqZZ+Q4b^d|rd<>%w=KL>UgMV=jZc&mTEoKxd7iO^sJk-! zJ`x<(H&z6kst-W2``bU>4Wlt7n0go6;x>uVeB&l80Yl!y=tX~q@Qj?f5m!wu6*WS& z6ujxs{ikF56K;$AL}(OQzC`(Vp7t=`^fM~!Jdn1gbW!3I?zG`W!UF7msja-Z-*pH~ zGMm%{;`B3(IMzIJ&z|%y{gB>v5LeE$t@oy}twq#Pu{{G(?zyr^P1Dg5JI~F*k(0(puXd%v z%p{}+e!5j0gX4Hw|N0Sg$dyFB2z~FH7`uM#G1beZ^n}4ChW&NS`)0Z|*wzmV?TU=f zV-)65=T@-OSpr^flDV2#bBNCV`*k-s6r31gOv%<(=qP_|2>0ii#36lCtO8gmBb%JoUo8=h+=i+(-0^1(0+<) zLD7(kz<(o?_)jTK|4lUU{||DV|H2WZj~yK~-~6%=`t(7v5&fsg+Arzv=>HJi0O{6G zynK~|UV(y#*PrkHQo5#5`{i$%XFJdwNEtu*7FL7A0dreqyrsfWu$Zf}!R{K`GC}79 znuUad^B6aDw=_8vxhQ^hQY!m95Tk)Z4Q>e?JO!^tP`v+#@%txz`8!yq>Dt^Sg5_;mbX z%tj*O@t-DIQh>RoaH7le*VKfdJHLmja|0P)M-V|#&`Jo#_nwAa+{@{Q4j!#XKT9^X z=`G>fBdoKRT_0t~hs>uns@#h>V*;1jvgeCKd_nOL=2hzfNpAdXRbNVf2wAZ|8;hxg9PMm-y`|} zjTT%O;`*A-)VL$Dr2^hty<)SWt%s=G97z5 z`jXh@)sx87P{%Qtxq6?WWP(rQC9yEuTGmg6=ZyXj??sJ|l!G~)%2l%+g69H~@kQrk zPO1XbP1Fz?f~-_X+Qqd;XOa+j!Vo~F+M?3^vr$aD3D#NiRZ#ZD*+T`z=k$j`t0ZPB zFvm8_kU_gC?MA1Khe!F*stf1`~+ zwQa)G1aAnZfg_no*D7p;uC2~0jJ|_@s+rs7oX$mh`FF)>P<&`y-lct!J7_nH?<^!F zevb5THBw?V#(AM;a{Bz>g^nd~C)^Y;_Ss3{i?u1$!cfTB>NXe`x54cb{iKyG<38hiTc`fq#&qFytA=fC_DC-_6@{>gULp(o}*K#$qOMKU|? zpfnZeI>FWmU~tQl*cH;;qH@K84IuwTten#Bj*&^_m0WX4*-@SeD+;XR=aOGxCG&$?o00#Ez4wZ0vU~Ui zQB*7xl_oVRMWslSULx`W3ep9nMg^pV-fLn51c3+$C@mnpMoQ=;QbX?$>Akmv8c2xe zdFMNGG4stjXV$s?U$AmP_9EGfXO~|EF72I$dJD0d=E+B7K8tZ%00OD=G`T^T=}NVS<2~%WaoR*>Bz4ucK!d>qIAoz zPc|}lCKSs0DN0Ix0GlT^F{Q6PP(IT!sH;1{&aC&U2Y9PefAM?j_YF|S79GnZCk zJ>n98FhYtZ_tj^11{>{VuC8n=#B8e^{*(7S`;habMe0@cd`Jgz-Pc1c{$2kMuKjzU zoIu=`82Jshja-Ce+8h#cA}|Zom(gxt)^(?$v4xA6MxK-uDn+LDT4imP@ci05WS!ww z(i-2oe2h{a6r?*1GR?54+PtqvzFXO{)0tOGpLP4NaEHci(-<3?%(^tyQKGMh=dBI z{wr9pS>$zwu@fpf#~+HV{H7SV!_5is&sc&1HZmPN^`%r0;dYy^b9nwGpzdDjhG`&$ z8LT_bw1}V>Z^RXgM-zz!Ha6Tg{JoN;bi>k%ARt{O2XvKku1*@y^|B`F>zm=l{mUv# z3s}(xy~Q-6wh9h(i8)!{HD_lhS?}yJo_#^@3x=CewOl*0O=;WYcBw_o2`%cBFX|fl zLf)TVBeGMkfqZ0tfI=x^EXuz9@CR^;2avqkta2CL^cePlqUp%yc0)UNva{(!v&3bP z#xmBNv}$=)a!_+4Nw=(~&aRKwXcF=^qHPK6(051)U6iRgHw-z5#sV;O`+CQ`+KDeIPl`J$4f z_1K-PZ^tH+^&4uYJDKhXBXd2>`o!VQRWYnS_C87_Vi9M!1`^_^5gp2@ET$6&*G#K= zPhy0d&o`)&wf(a!OrDnBDT~I2UEop46KnwZ4qdpA8(h_*J&LVkEAL|#FESvrkd&g2 z*Op#h9_?F<>ffV*CLM&C;-5;6*t5xFoo%DAm-8 z5Z*rI&)4>=w^qHR>4xqtTUKT2&xWn;E87J@*qf7-FF7h^Aia>x>;&VNl$vXmHmDL` z(3J+~nd|sbJGTRis=XXU#sPz+RdJDzYrMsdLkE4f>@05$#i_-zd~v0J;9u{I@cf3x zDbL!#Sp(*J%L3@4Of9{C!w_NqIE0jv->&QqUHp8vIm&)g`go+Si}H-bg>v+gOxe_C zpRf!$y!w>#3p)Q&WD=|mrJjHMpJTOR*4@n|PePJmPjt-ly=s1m?L8(EzmU!|q z4}Z?ga=Bwhv)o)|Ldhld07LszLT>p^)mVlLIkRpx-DzTC4^z`2EppwKg5x*-zFh;z z8kq0hl`A=V=e6&L8pDzVAkhar%t!WvTh2?>G0SEXYqoTf>`KTMPy$RZ+tTas6lmIA zTm%6LOisccKWBSg>pvA2!wjIf+)24)WX6jXPvAe+j6dd<0*=jltR|?A6`)G z7OYqheKK!*&-;yGEYhXuy{TcPbskn^^V-E7YrP#x|L`sX4#Z&6Qp7(vxEx*_6*Ic6 z=IZCQ0|o9E6Kd3}Ig4%)?F*C7zB*Lhw517`{B?SSO7el+EOPC($EWLf)#aj&!sJfA z1!tY$1)l4sudm?yJXpQM>l&)b-PYnn<=IFdwz?6qhhnb$OAV!F5vR#be%;*m6KNtd zuXt-W4YEa*q7k}hMIQ|7l_sl;ZUt;T+j(FzzC2NwH=N_NUdQ}=@?{{*cxc`Fmbym` zec-4@O6XL9SlK&7j73Nt*$a&Nf)3k?}$verfw z%D5{eefspcY8o5rb?ghbOTn*OXBAnT{iMHtI%mpSyk_`JQJg#e@l%;4l-~9>;fsQEY zp?KJz03z*4X~6SwzMyX*&~!d(7@hDt*3Myx?oPsIJLRHr%q4h}I>m(`_!2fM zW*jMe@;vO~ns2rBkIf;BDXWHeDNyhlmA#m`3uXo$6iT)Y<~l3#wgaLc65D5RmJyOb zF5l!?_^sZc@TL%H-)LHU&gZAbXP|zsil_ z-~kik>c<-zmv7TY9@$zQWgvAERwYGDFyaj{tXJz>YzC4KC0^|6O+dP)5&2CEd55)w z?vBzy$JG@1X_EI&Bo>UFYm_Zi;UuZd%Do-sDLaVXJfLm4CyvaMKFI<0_-&$4H;M$( zHaSU@-?_S)Cr3r&!pD9}_2xKB>#3h)?RV<2-c}lMda!BTta8D9UHd5$3;OZ@N@xF{ z-~G>8r2m)y;6L;7-{*zZdRsEL_=O*zu$Bd|=d8b*)mrkYK}b(H4el6C)atm3e6&o6 zMay`aKC9A-iY&{2$S-YHQ+mbKNAx3~k8D9+I)jGB#YZ$SCxv8%tBU&P(jE9B6%C?b zEbmT*k3vSlRWPneVTrdDv6;?C937xo)`?!XhGo;8eQRU#11HSelp-@Yi)+QX!&}sZ zt;?S-PGOHbspt)ZvCAhtF9Mu810wP)irwNju5S8}#{j zk{F9T@_>j?J79uVYAtNL^=Fnvw?SJq3}?^{1~#3e@6=7h;)rH#ZFY&rOM{Q)Kqaqy zKPwCkY6jBW&lnuhrwP<|VDZj4AM=gT(d+RQb=r6h2bvrpJA|>aHseA+>pqIYDmIUx zh=Tr9v?qS9-w|=q$YSUINPC58Ef*8X9oa_uGXFi;X0B0NyGDQPG@&xFoOaqu3%P2{ z(;1J>`9pQiu9-B>tH;TgfWHJ@z|fEorE3)h&nmmeUB;iT1D3-lyGDzsd9yAP<(iFB z>za|WnNok*mZTZ*SYluQGAPjO>B$|45tU~%VSj1l;m_(%>~Z!te#R^jgxAHwFgL@S zRM^AX<#1^-ybFdfd#`~Ix*Yd~GRxRuuhM9i-3QJHHImxAHvE#mhsZY7C7j_7ND5?R zjexSpWqzKx+;nTx691{>AK!DVFgs~iB89c&ya@PJqcSf_v&t)-J zYWF#zXUN+Bi&L3#l*=1sGEDl(!s-%_SB#_+Hq@tIaAVPzrEE%E4mHHbzZ9=x@@P6m zTFE23q}cg2q;7l>TM}@#gI==yhC}EZ zankh+3XG)0gsE8W7;Y9Uj%1E9CAMJ*Rt+}3fcq-dXloVf+Zt6kt$J9LnAGXv+@bmX zdk4;S^g`myn_qTZrb|YM`sCxag@-8Sgkfcyxo})(1G@*e>`kfmlD#F$`f%osa&$;N z0kUX?{9KY5$C0S+!>E;dV>1@={mt9q?4Fb#`l)3b*zm*B-FZFSd@w00o3hT70dUW!z`0-`?;@rl;0LQou%I>sZ zWV*IqS2Z7+mbJG7i1K}nTM(A^tS8lE0Cj1i_kq(m;uVgY>x)p=9S4P<$;5lA)_-C; zS^3Sd_$P||uVW1Uq`KZ{8Xi6q=+)BcQgC9l_{FO2bE$d_K=mT#q5Vu7)g}s|C2eWT z6)cGyU$fd<$}Tmm?9jSBSg3O{uCkH1gYvpNpbDPG1w)k2(i}gP=@Fg_;b_`Eb#c?pUtbS?PnMP`G2aMgG{N zzDvn(i<%f!Uefv@s`b{}xG_8bv@D+`$(zMs&I7SbSiDUJBVU^M$o=gIX$Ni#59us&(fZ9(jkPHt(YJ={&`)eihSOc}boZPaRbmN^%r z{#E#u3rdcpO{{JKn&S`Vj;b%Zi3fK>!_NOhH9N&;I)=@3+&4Cu%)7_BvRD(BY~4SO zv73Eze~DS|I8G(wESmBxkD@$$+};e0Na=ZNKY80`+xl#AHj20@6X;Vc%W%}@C1Xtk`rAZBGG6P4t%k|uzSl^Qhl!htkkd01F8HDAjm&cfALCeH%8ly5Dh-C1w|eMiRzV!I5LW4TIcVz5G3~!h4;(O2Y*MEN9~jbrzxaytWQ*4-&8QlU3Tfx zU@|9}E>^dw%_Dgrj@7iwUw@ROfHw7!D+(~yBOOdFw1D1XN+fzMZ-sRpT>UUY8uwva z`U^a9^I57~tm(=`;Oa!<^E`3?U@g7*M8p9Zp>_=t=XekZy6gX?8E<}ZDo&$xAa#+) zXx+d;MZSTMo?F5lW!$&U2L_@t?=@Qs3{&ji$ZU~q9oJiHw#)UtEJ)) zu>^7=nO}=mYYI#xJs;5FSOg?g8^QyWYs7XQE&s)a*ES)kSB!rZ!*gEc3|XY36(XOK zjdY2MlRWX14LN#+$f>GYv*BR3`hl3yIT$^u%VuwW1RKCb!{)PjsDfVSl>N;1GI61A z-Zr}SL|64R(la7+EirjmL#A_|$$FvkZcWSv_*)U<9G*RoR4N}cp49EO%a~B&;$F@( zSiQhtBlJda30mTlYsgB8xmL zNggFzS#!iggE1L+Bt$Gv*~NY-P%e0=Q54ir58jtord`N(easBIQ*G*)NqIV38Bm5q z1+D~Z5|C;{ZH^lk(*WIM;ux-5{+Nep*;2QD4#MVttHQ!{tk^Wcp={;-4i+!HIM(gd zGC#^Y&E3Lap}B(v@2h+oqFAtQL@x&%NauXsVfJo&N5z=V=S!HWK7L|o2f=r zta({S&!eJz_v;F~WCH`<0mbjZS@#=tBVNxCl|AQgl``qA8b^LBcHvw2M|K^Zq>_Ee zTIeI^diR9ivRW59*u0nu5zwhm*AN!PHeR%!tVxo3m!f)-oM~FPqSISnBD1h1MY(@m9YvSW2_;m2U7As)S%XyQSyNBPuQy5PON!_t=dV#UgUY)~s;3~tcn*WS=Q z8;#*^p24lSvHm{HpN#x973F2TB-ab`;#-}NRD#S4i*c;qG@I4nkFGUY8${{{aT3xr zjj<%Dg`?q}>;Tby3n}t~VBq4>$YN+t(r{x`LuitNb+=1dxb> z!w;HdY4kQyMB5TqBGf z-eiQe-zU%>H4!hc5dswSK0h53@hxR{&fWziov-vn|V*Z=g(sKo*oh|5i5M^^8wN>^&IVbOgvu#3ish7n7;@}M=z+YH{CgC4} z9wC#$N}Ds&d+m!?8Q)|H^SUcNGPF+H%p7>Mc!Q%Pckl&vx`=JUKe8g4OESlBEq&Uz z^`go<@%yD8#ee=+QX{e_#F@sheJsNwSmbGtndA$8LC7vm1LED2l_?-w*%c?JB5rngFqc_uPx10X>J{`K;&qdKpYCCob zDVS3774p-(?3N5cq1}-;snY1aOzF167Of6X7TGJa2cAD+0`7r{3y7&78JTah42b*GhN>dtl8t)tf1YOqREW&VuT{v&uLz_QJM)hLdJ~Agz zcB_|6ODb9fMY#B&m^rpwYux`_E-% zVA%P#5Wk=PP+dZF9FE(gbP&f%G{~)%n`dwE-roQS@FwJVye7#bx0MeaZDzXS?5Ptd zFq7vvPqr#T`^KRA{Eru=5n&?PagKl%+t2w8hV!f(@Ol>nf?J>#Ulh4=l8Nv4nt8@4 zLWz`L=E>?ZCyqrG8;}?zIxL(p{45<>zxH}>6@tS0VZSZja$SYvYx&N7 zTZX-;z*tIXa0PMk=ogT5cIKp6UzaXyb}RO#d^Z!EiuN$qd-o6(?-d-W<2S#DS9XFf z1^GWm#TKGx8e@=Jq&y<~qFz+7w>FQd;fS=(+hx&`lKHugEq6Lv<PJ26Hfzqt5=t<~ThqVuixjqx8Nj_i;f!Z~{|Ko^S1sHtHaV zvl9D>_xuPtT5Cg5n@8qSve~U|nsdoiFSx7TM2h)Y1x9g$_s;ho?;<~kM}Mw#wOv>C z*qGLvhgid#oZ)T{Fk=4G7o`u@aUxi$@|~xwsb&RVq-Uw{%fZMs`+h#5+2*6KphVVUCT_Eig7RCB zt;y=X@7|;cq(b`W$7}b?u?#%P*+ENnp$d|ju?6aY1zTF@^uRbt8J@ytTRqS+* zeaLDI`;fLgGMtfBV3Wd_ejOFFx-Mr_RuSnS89*`0O}?apXJ&0Kcinh;`Z9!&S)bui*0*v3eQ-+N*`a} zHLK{at&7HFB_|$PH|mWQ+WYlR9hC-1Im9SdB+~GntXn6Ml_)yYrcrR&F6itg5$kD@ ztqadYN%qZCLTOIi>SOya_)15cJ7ou$NjnzCF5CZ6_kBN1fkK+n#W19x1q%j-`No(M*KVE}rTQAxzcfbo=csh~N74tniPX38*L+U=rAfPFR!Sh2 z#7tDV;@SUm!h}xxdJ3wwKJf zoU&=W?1U=V9Gmdg(EjrI^>f>X7#60!hP(yS?RrB0JRrORvpQ~jfGG99sm|el&RMnN zHH)8iQ`M!BtVBpFge2k?esJVKk(%#Sd*S-QqTs@1<)gXy6Z{8?I`CZNQ1pq_KX{^h z5#brm??i9Yla9se586zH8T3XNj38x$uN}q2L`!VAcM>0eJVXhQV#$FNF_P_`X21f} zqUihS$s-xcaR=MR5Ni#-+nzsTX7Nw)B2Do0&|+kEHQd zp|;DV>GG>DAD;sg1gGG4g%_~bsiUWisasVtc=L}a4sg9*i96=@SrK~sA4$ifqvXKY zcYkIU_ZJUJ06of@&v5rfciv3MvxVKyr>jv*jy}C!h9h44AoR3Sq{{o4i|)WVs13wO zvW)d9G}j=JBPUb#Soe-Ije0_(zwu#`H zQ?6DpIuY^8cYVyyv`11_b_ajDQWF9{DkQSy)w=MZhX?Cebhf~3y#W#ORBz_6-Tp=w z&g)i;UH+UB>u@6*bK*?d!rk`$7Y#LU<%DeSJU(RvYvF9-H#Z*(gdl2jS0{-jaoRS8 z656kuu%`z%-s{*rc9sbokg#}9WufQAiVAv65)ZOCIOrzc(M%bnrhh9|rKLQ0w{w(X zQ-MFoJp@Ant$y239$38d=$oK%3%t^)T%gA{a2jaHYl>)p$7lh{xhk$mHd0+k)n&&j z-@mm8h(HQc5Pe}w$i8>7S1;V=Sl7}!Y2)~v`;jyt(Q*Q-e83$vI85B^6%_Z+u%T=> zO6f@QHr5*jBB_mX>2yvPZ2&KkJ@_+nGFj14_9j!+%jiLX$xFzdlp2Cdn3S-eq^55Ua>(QDUk#F4d1 zJ$#?fNEa9P=gyyHdV?=G-E zMuQr>&8Neo;@KOU)`nGMeM}JZWmo9{!350PiGb3;gt$RYjkLb<H{E8ieL2^gxctcb0~`v zT1-zEyvjD!XROE~;{9^l7-lsYIQnOyiTlN*#F=ALh(ZwlNpzIPr=~oiR|~0GEZb<4 z^D-ZMtksRMLwt#1_2#rWj46rXT<@FwQ`BF!ybkhc^W4}ov*Od(<}RyRwv)Skw2BT4 zE6M$#kF=I!?R28vnz-h2Qvb@7)yaI#?aG02(VYGEGsXfIPFJktq;=_ydtjmdb)?3b z@U)21^YXhLrR8ESC2heBUO#oNgCFh&t_AZE!&_(0ze=o*dv zyyKJ#qc8<`JU#S8{kO17o{}84v2`6DF=E z_j9Q6*|69%qae!~9g0o^-*L8)Q!XM4^E% zSkRF_G)7^Wwlc+JLck33(+W2+$7f8cl_$lYk5K1_8yq&t8l-yFnmgwGTgTVEj$-$wjpF_=t1b_-=8$u;>0rN~8@H9|f!2jmjVK&Z&D7^UXlr`OSYA!2iww z{%21959VaNR?A1a-Q=C5^i!%vsf`)pTv6$WO^0;Pro^J(P^}ZEkzAvRl0>2Mrjh9v z2D1=`fIWq*UyM4BqL{`~{j*pF=#`EI<1_Q*ZVy|e1{%{aGLa0T^uZ-^qBMc`wr~Ys z#6G)Rle$>@KI!8~jOIQnGiyyEt>nbC3x3VVZA?7OaNc6W62tGy5%`GxDL59e}P&Xb6#JzTeP z*joY=&cCTbWWTWasQBJ;ly%M(P{&pB$L1uYW0eW@^b)EUOuC2sqExgQGw|F8dUi5A z9?NH3+*VzPOMG|zFo%yNtw8l(`t(~P1I@iamm$|s%(po&HTsfA51bIc;Up2$mXCyr zqa~tNHq5HD(#Y`h`=G(T8oIl|VhU~%O4k*%63?psVU~?(9NlU zmNZP(OkK_Ay}Fg>uRn8->AeeQZ>lDmiO8eH@<3Oe^ejM9nqsC6KP)Sr z@p939XhoWr2o%umM#(-O9fOD}?AVN?1KDN&lS_KH4q{|a<8&7Xd^=n^1NL{SOrUL(rezviASRWiJlSw zgO^x;A>ih`pr;nk+*1ry+Xp*=s5odk0UJ8m%DHrXyQ{*M7zfS?u_Np@m8~b!OJpnh z=5rjDQXtpg2pPQ?i}ulEWDj3|k`+JdtD;Rj{tda|Z*Ctq#)d)nsok4_c&9|KY1RQ!M<>5-32P*D`UG@+AI+kRQ8|3!U(bGPuj>J3p>@gM|Di)w z0|EhQnSC4YUoq8t{2fI%dE#aGQ-{9A`+20ot5;V~S3u)OGf)F^Y)qrVD3A7$YjsWN z$nOS()}9APbnx?&je4r~K+|iH;@|`?+G_}T_r?_3!-Cg#*w5u1^-|TeQJe?;k)ZPr z8#uQ;I6DOjkw2c26IQDAFN2QdEor~ea{Q$MFPb%H>8?sUbItHeS#0SHlo#33zHgWB zJ%9M~3$uoe^DCQ#BfiabBh}#U<@WC7!Vf)ieG^fSi)A%r@5@~c*tCwmx))Yvj}(%f za!!KY<>{IR?bBc$$ldx&BUpzBMKXw~-1e^<8UxkW2ID8h z*~c0|+bl_#sPtQ>Qb)#TslmcU{*1GxBP*l)V;t4|CdZegt!p}XHveGQsoiW6{=G`7 z#gi*yOT-RsKs0!WlW z%YXHS=(XY*?{Nqf+^e=JqWjqJ&CmI8^Zuyw9qVpR#DI~jik_a6tt_!a#iSqP8=BGw zgQ~n33!iWXju0LOT{Wz4UQD3r!)c`@qa#%A0++^Ic$3fpcw)Hu*jk7%-JswWvvtQ& zwms8kl;yndQ*h(jG?b8pLo%Y2q)M$FkH_}RXZ~~z^fE^m$7FxFe2PDW$aA1Nk)(&S zTc)q)-EIILG?qt-HyALrV&gvVITxgnApY-LmbM_nT9lVSyDYfqMW8aaqdnWXHui+h z>$O1bM7KUN{=~G%2}2vR?cer#it^|c?pj+2%db7XCwyj7p?rQ`hN|`gEiT6Qr17Yh zVGf{|3c8kl`6a(q_o)Hr%^Iyj%?G(avu{O$tMgJaN7k~nj8My(dZ6Y9xD)D@KT~(O zVYCm_fpoSuDF~hcjc^WBRcbpJvue(D& zC5m;EP5)L#jl*$_@jW}E?Wl#i^~H59f`p`VEUvy>qU{?wW4jO>5Vz#ly&Y|D<$}6x(v!h5?C9 zw)hE@y}7JrnQm6Ze(8H6=q1U|)5SIJS;@fr<)^xu14mTjO(c_woW+c#@XJ}{w5Gn- zzU_Jg1ZXZ^h0T%oc0}?uf1hin+?ibVUntNnpx0LVset2wVxma6;0z>D{peEpkyOk? z+QFvfsaOk$a{=jW{>>V&$fTF;O)2D?i7L_w|Qae`a6T z3wRCLd}B_qqcB)n{J0*nO4*D}9&?egD&>EF#;%qeam8%>{`Se|ziX-Xww7wOsf=mu`V01RE7V*DW>0 z>ATlEiZm_0#}tCEt`>xU!tnnX)MPbDA}kH=Z&Ra*LBC^hK&9^IL-jA&iPiKyr1f?v znq;sDk4P85i_A9=x*ZZFnGWi|#JzaGk##TmP|?NO5$_1^FiKvIJ(fB+l>-|HPul+1vc*jDVz+NY7VXROD8a zNTpKMX+@xmzSXkn%J?v-&AMnVgy%qyL5(H+I1Wa{Whxi-U~c-GFSc<`1tzq*F{U{A z{gdsb=nGaIYka@*`vkh+A1@yIOhj4MyZUf@Pbt{QB`8b>d(lf~y{e@el(1%gU zVevkENxoIzqa>6FUO2Qu_t8Bo&UITfQD9Oso%7|3GRljqhue%>xS(ZFy@0b{NdfA$ z@R0ApqpXiDqX?-FwO{7o^i%#u|5zw~X>YJolDDcs^?*roUbrz%M5|ahl`Fyk&GWEt zWpBP>Un8#aHQizvb~pL#Mf(cwaS(p)9)+c7(Uc+vpOk7hZ#4=Slc|P`kJ*#U)Dv)L zhuD3T{ezW~$fJsBVQP5ht$bXfBJT}#7Sqvh|6V>=d)gMB!PqEH0~EDul0scS4dpue z7~$gZtLsHSNCjCuMlCvb5i=HPi|aGB#1{!#x+3`#MVgO~5WA2ouP%k;> zt;3_Y4>l{4V01oN}2(dvfD$s48Kc|PtxBZXD} ztC8-^tRW63bU34G79_OIYE^B8IYN?v_^dZFmYN$Ff}2^ zKg5M63UERf{x1m3kj922uWSRpXZ)Xp3Zp8R|6HZ93sEIA!t7eFD zKZ@sibi5O9_gZ?%NgzH4)`BEF&#i-kSt(D@&A}Ds4ttD^EjmEr0ySVA;`?)Q&G!NQ z18#{YnFcHujcI@J6pb}4A0Ka=&92xeq}|YN=4Bj$agyHPwFbAg56IUZU11T=FxCg7 zYK!~X{bzWDF4^2I9o#faS0W)UeSz{lip*5q@PP2a2L95ZgAD+Lr5l1$+3d5`fa09K#4Z{c@VQZz8j$cKLHN z)e3MQoN<%n$&c2+SG@gyhK;d0jCfTiZx?TS@6!D#_9bd^wu?)&3x6c#5La~xFr-K| zyMadj6?vzVaJ$<6uEYw(5Vy9(I#z5~SL9EO-&q#i#f549ZGwkD+rjHBLyra@R2?#ejs z6*NVbu<1MQioMw8D`W2L8|xB%9;N!;dWW6%mMFqEn)3y_sKCAiMR~3$KQouq8SbfOFwqXSQ zU}$EBg+o%2`|25R5dGj!Z9j!?g%f0OS}zyl%^HnsM_qlRhq^SU`;SdCK<3>t?Zu)G zwcspOd;1FahkXPBoP+LtXb{K?enbdKPsy9aIojks{-t{JzOlN&`?g?HK;Q3whP?yi zL*BG}xn6yFMi9?hQv8NtUo-ZjpfZcsVOxkSS)URz1iMU;8_Y^lq^rQP^ zRm*Dtn~t>36U`bd#!IAJzFSJ7Q?R*-~5!+kvLA&oql+8?qhX{rb5%3JkzjL z;{x4LX^pjQ*3`%d!xczEjnZN9B(Smg9uyrjX2M(>#$38>XjHD*TX z42F@G2Sv=wm^3GhA2Zdzn0F91@r?1WJIYF2xT!lQN~Hykzp z<=NQSLZ4~E)qJMAWqn@w4^Uj+gYNMlEvWGc_xEBEr}0CT9FiHK#hPT{!-n#i=K&k+ zQT>5d4Su@_i_)jl9jAC>qBiv^1JVBZu*o&yex`L9Vl3OEHMJAI>X{B&bnt#D<)1O> zbuXWMD@#|olcjsCac;LxB71tdQ^oJ?!dUkYij2QBB$H#nTXp7*uFn3ei^wPyzNx1Z zs}bmERY;+7w+Q6;_Z_&_oKHWSBa9=w7lWxr8^WXO#`L0`AKtBvyHxkXWvN@^_uQEr z3Pi#=;Z&>lZ&j#1yuv3?uCUUWs{C{$E>beadL%A>@JN}q6_MYr zB2O79S^qa^0T*nL8uMdQ$0kZ&V$K$>;OaiU5}ya2K6AXh@{U_>CDbh?QvH@IHu`Sr z`9RR>V@9x89vzGGLb5Is$p}G{y4pxX4<82-dXg&fO&167^q7p9BZCf=R3If{=_6UcbrkfCGlO^ z*>1{!3A*v?KU}6R=GxYZsevOz^VI=A>B`qGQK_F_RTy8JCG48ZRFSr4KD)d(K7r)| z=5@osvB8KG+p0mknv)>o{C1{Aofz?aA$6;tRS|sk##WChjY6Z+3pW`Zf5} zOXjVcX=grNqBJtfZCZbM_`RgR8;6!uzACP340BpZ;Hpp7$ced&Z{C(CmmqSWfBeB7 zib;ghTu~J{*v3fa`J=+<3-3pqyDA7v?(b9W*UfKC@ZVBf%=I%uO@9mi6Vm_oV>lsimkkm8$ zN?FAK($~K=TL|PFPzNzgb<`D31s${3@45T@#;FXp83mkql&`CY%~%Fbo1^OWs}dwur@VkodD*u^>|Fe0}4*>2W zEGVP9wcFNscj*yJ%^J?`5m8y+V*8svx7-y*!?tJ8p`uyB(tgQdNmwNl_4era;{fS4 zg}}5Mu{|liya&TqN<$CcT033wj^o-PngvOoM9F+{c|^}STvH}7`e1It$=Otb=2lK0 zUF~5;)L>N1fu&8!Te5PGC%j*V;e?ZXttIf?=z+E(np`cO^#L3%#I&AF+H%L{gghfK z8&m&~AUXAtJJFnX!BhN9L-pe2$H__!Ln<4w6Hk0yI?0&7G=arWd}WFDw|doXSuQSf zGp4Q-|1(>^j-&ZFQ6D>BF$T7q{cPXFd!Mi8Pq8unS63<#k`KBJyJN92Vd>S%^Ygn% z$N0vrs}!H|dML-()5#TUJ&f?W+c@^9C;WG^=fnm+`IAu1(^i`vV@RIUgsAje&%TF} zs}ZNJ!LOMh54Gr`?%+;qg%>q}181oJ3wV!>Ay^yW=@qHGH|CB0(nv&W)BL6BN9$Fn zpS`g{l*8vGK2ifZlMNPcfmc%#i21;{Pb3TKhtnkL`2p};#tfUwEKzo(k?1mnc>8hl zrb;KTWH>NFE7*n+Jlc7JZ^se{@M|Cc(%f;;1^`I-=>fc@DOe0~a?MGtni4p;^%YaW zw}m7<&jdgxPeTNU8sgB?^xsjCYwv+kR{xH202B1#*Fu55=BgZ|UIqMc?dYirFbqX{ zK2LXM`3*_<4j_<9OQ`5@3Ja)tmHK7^0en9ATqZ9o9rejX5{eRdm^FU;v{+049B9n$4_TPX zd`p5_ss)~x`ULNm7X~!e{*X{F#CFKPAFvKq2{0cQFB5+KrTJb3SZm*5fsx5f#o9oG zCq+>IBem501u;s5G%gTqJ4?_fTs#hB+<%|Wg%n#PNd|P z7o6Z88eQ5*2Cmi)lBl%YO}3#Y7WpFcjNnVsB)dno%4eGgn$&CRWFIpMl(6%0PKRy5 z(dBi557&`v_V%6Y2%Ovzs;`P0pA-d6@6J5<@!U3lU%ROGz8DcYU%FB_8;Ah44farneSx(-MP|D0lls^6tp+0SEqg;^=LJm0jzKAx zUk3W{Z2oRv_xe+y_Br(L~}m6cE1SsN4a{t$F>FD z{K@u7(%vpaRNgFg#Kt?Iv6a`tWil-<$2iuMmLWPX6_#phx4=YC^E_6JW7{$@)7g1P zVY#07NAX!s-=C(R*|TB-FxTjqQLC>#Qs@+qDRHn?8pfX(kKZq%-Wr@V7_~9{p)-y% z|Djz_7_kAWm~B~lSS{uA=JNCeCSkC$<5js1R`%8ckew(N4(o(o-9E*at(y>A&M%d2 zxl4`JvXt()b^Sz3x;ZCgzZ~^w*f*T;S6AiGhoMotDJ$|ecu{30<5ycl|3 z{?L=^E9ohOsU=Jr4%j(}iL87&v?{7ssVQ;$1gFg-Vz5jPwbe+Q{g3cN|xJi z?YV1p#w(^(t_ME{>b02ICdb!(%bHy2c5_sbBHo=gIH1>nM5hzp%&BDZU~(mZX(qPc z5ZVJ{4OSecvN{l&@-*^)pYNd)Jw$0%jIf1Pq)5N^~ai%33P$!$`Qqa5!Xq*)e97mo`%_g4MT8iDxOtutMMB57% za58<{*=@Tw$@#Y1d)xHElwCpYZ}UC)q~5$bwtaUzrQMo4nKfaja$Vrvul^(BiTjM=$ErpAO$d&a-4b-qu#v z{})=j(eIojvF$^zlF++}Wz57*4d&B_T=Zdi(RI}#MiOe%>4Tz~T5sJpY%X$u-N!54 zkntvOl4(<8>5C)vYWkQKt(zWQaj&;h3;7@Hy>(QZ@0vCWr7gdr6(~;HLQ8=n#XU8= zNO6LdLb0I5EvW%5mI4KerWBVD+_ktn!QC}M10?D9?m07O&HiTgH#29QKh9cb{{eXu zLRNTq^1k7PG-TrBob_zI6?PN)z(x@m2bU;Wxz`4>8zR2+ zK zM(OgWnfW8k2ehhp&p6Za><8z2TBv24WR8u&9pdi4!HmbqV9BTYq0c(5aG(8*$8d&h z>g^U@TodsAn{_m%d)2C=mRKT%$ZhTL>&s;SIaw5eixKw}OV% zwo8dD`*3==JuQE$2J4Khy>~*>{f1|ONtMI(Is>i3+c$)!(@ip6YTa*8Ef21^!ddZw zN1Z0L&gT6F_XD!QHE;OcTR<#w%Gk|V%S6Q>`iINCpNaBdDk7!O61&1(<67ZtbAd^_ z3(+0wZGL&RS=1hCVH9;vFRc&|=!Ze#Yfqf8`(LQlt+=PmT09KS(hHTF8_S7t>8ypt zHiMGBPW`KY$Qt}e<(qz#t%0DnxQGYH91~L~mI-UB`RA#zd&-lec;ji-K4+i!um)zI zfraDRxrrIE3b(^Gldk4du1tUB9oj7X_EJcMQ=M79!@U9JVqJ#EKboMWsZ|@44gCEu zsQ?XxLAeDESl_4W8LzYF z$f^_Q{b6f1F#uU@8AXb!3^38ZrStRS3FKpp|hPbum6(8ylzAxBuE+YwDQcR9=7% zX7AW$5HTC?I)uH(Sc(EPjP|~(<~?CJ7tV5kGnUm_9&XXP&PrsNFs{VI0nI_H0ALvp zpEx<}OU~@&@o?GS1ty$;DCgF`IqpSq-;&EMRoffV5+~52tq%11!PG_g^LUe6Q^=c%!xP0$5!L&LAfd6Lv4LeHffdEeR~q z-j>3~$+me2Hs-_^+t{3R1)(zX>%u_zR0kpAt5D!uxZ2SJAOh%tLppA>nbh#96`r_G z`!diWX`}AzPBa_TBl1ph2XmA5!z%g;bvje2>QpH1X{3weSO)wd-%?(<^PZ&+-;HgV|y;r?gpnkZh7&pS=!7##O{Gy&n#p4|5~X5EJF>m%efzm}m^I9k9ti za9agNVu%{dVQJ3R&8?cCw$a@NXacJ-+XY~4O0sD*11~g!Svx+1ZPE02kvXS$bG}iz zvq3mV9fbh$!fpsiN2RvViW*w|wFL$MTA|I<_dwIQ3w&cB)ANq&@wMj`=dxE(=jS|2aQPze|1To@+-;WXM6swgr8vrJ3}F-8p!$ zgM~H^op4^dc!AoeBV=dV&m1Has{dxqNfeiDFzA2<*BoW-!Nqpco2Ko;8*jnrd z=Vu3~Vzt7!05_i2;ch1x1B&q9ix|Mf2HD*xw|&A!qRw52#WY&WYP@vR!8Y=a-|`dfTx{I8}n)i}_#Oo4%Ri|IdPBu&H;lK35c3z*wL3_~zgu=)QO zby^YGZmGzi|Brl8$uk$h*Bs1ca90XrGbRV%Ip$K458s&ewqiDUb`*g*!ukm8+Vr$f zSlg@SJfF1pK10D99*3A!VEW~M(B=qlmV(<3T=n5!NJT8wb6Aaf2EH3J-#d9J_N_s| zF8(4-Q;E{lJ@K5{2xC9V2yEFJ+?cJ%3YAHI_RVB1c+& z*w#12V|HN*o9Tf*8uxPdEj*+8LO^2CKN_ffhA);tyBv$9dCJ~-ih%)f15mO@zaKVvpTE{{e>MPw2V!BP+w==P!h)*w!EKT0I7VDToJUlC;hLgqugbWB6YQjuj5*Q5&*Ha{dui!ILjYPot!y>4(`qZ35wW!S6}njeO|k`3b+ZzV`05 zCohuSR~yOm&yH{nbwi3P9p5^t3I=EbG;vIy6PVP;&;mxF*ynpxfl7V=dM@2yfMb-; zl!llk{>AO&P`y4{IdIbJ3_sJ>yrRq5&mhZyiXu z?R+G)F;~Bp#->$GJEw!e>1Tdy-tUlAXL`@--Y z+eSku70U}x{1A0R;%K1b|Tb84AXO;cbGArOOm(v#Rr!*H; zQURGiq(p2g?ZF2a$UY@%SF^11Onp>1g-}?-eF9~)$t#mD2I=6jZ0_4620ASl6dCi> z_aAGqy2GjW9z7;Lyxv!x<_qr5QjtKC%BAm+EMm!fpXqvD1Hm^9(kqv<`!EV)B9pJ- zqKZN95}T2=7zP{^3IAP)iUT)|eI6mX)P@!s@F(CPx9~WFyQTf}@tJndEgK3=Cf+H$ zI@9N~K4f?^d@x~oroSBsUOO|CS}JUNqe5{}?=W-Q#4rez{xbd^s{9AF;mvu9OruB) zWi}+Hv$@Ugmu>HpZ@1-Z#y*G3u4BqozOCrxGF2*+XYJ|;lb%{R7s z?>jJp;5x198}STIsgs9uMw6i0L#PcTVZ>a@YC=F9rIK zJZ~9=x%m{&U55g`%-L^TnJ;q@3CZGn36SEtxAn^OXiW<%0iH{2hmM3~ zc%gf^L?y##H_a5+U5$2)cgK>qq#5_YC0_X_NE(OR{*l|hryn*7D37n!fj~ruWBN&5 zLlZE|oXKN~T>~P0U^aNXvZZ_MMn@z<{C41tYwP(G2I`wSnD_MHw9|6xJ$uPFAe<(Hlec?K@ztSq zYW3zz#YZ6sxSQ68AMhsM?Wgq5tPSJzE~cM!nA#LhD?uctBr5jSW3)}K2#Qowj6}*q zpS3!J1b0!RNJydXwU-{k`RKlHeUVC(AT^&){zV`zPk_rrReq)TTj1bq^RB^i(JY%J zTg_2B->9aqfl8l5Z*R8OQr(BdU=!0{yHYmt@N;6m|IYjC1^JzTWb4#`?NxE*yYTDE zkbutx&!jQo1#o_j7KC5n(6T@+b@=O>?#C!-l56trbURorT};t!_Q$~$E#4v4c;1p* z_)9V)uFn==Qb+lsLO@RX@#TJI*C3U;A2jO&Ozm2=!_cqL>9&M7= zncw!m<1HbytWwG=IcQwBl`VQl&%CFhi=+G^P{;GrY%AVzP9xd>1i9?ogHPp~xIeuY zF|h%7hcOeg>b!}Wft(=@XCJ#NXRrH2J0tNMOIaD!`u*YZOgauc-|!=5)i|3*&z#wc zi?Cek$_hWKrbGpW*kW&b@pwS6=c{w5kjN`=L+EpzhUBLJU8_8xPeGN&zNG;B(52&8 zKoPL_0X(?2>~IgFkWP7&!hpx8Y{y9D3jV|D8pASDH<%;7*)QaTE>lz>V&(mGr`C1p z-6Qelu=D|1+J=W!-eA=_p4>q6OOVK3q=)e{L5g?VMUZ)0(6f1gKL3 z=~2GN^*iIN&hugkp!ejPW|E)kG)wZPXTPBcf_|*+sq35~*%QjX>D}=;6s}EHl=TkJ zDZf88m)}kR7)Y?6pCATPguxuc)>PtliHMozt+bECZvj0uS)?H)kZ1l4Ib~{Og0a?! z_#F&D@_9+eJeYIYgwi5=3d%8^N*8_K@fn z=bq~aF}YS4Mnnz+U=nny5jU(9$Gj3PF3`zN#{UINKcU0RrLq*cX_QPJ9-gXbjGx41 z30?K^jmB7Gn4DG$mz$5d2&d@#BXah{w0rZA-XRT^v-cO>fqxb94Vw=c4JU2|-d#lB zqSig}4_2^Hv?7R)LT1I@noG+!bF}$*e`?@0fi4Q{B{=QjA~kP6-!+?yL7Uk-G??V4 zk#2R0k7+7D-5iJA=_GC~<ouK=S3gLZwsup8Ry9l3a8-9;yxLBD+S8!L`J5^x;K_(m17!D995zT7>h$DUl755p zaXcETnmwh;C2=oUB6i>>g?N%13YEU>waLv+bpWtp!aBS;+3~c?>a{$yp4pqaFI6|{ zoYqO_*=+r4)Lz3BIQa7VmwSMZ1&G-}8=l)R?z|Sho|o|B6Fzjs&gRjiTuc{FJ>&Tb zR}Uj+M#{ky_}!Bc}pXjzU1L%XDPh0*4%Inm7=@yc}Sez)a!n0~C9+TU_Px!_r< zHWx-7d2POoTd8-jZ)Vb_stbjTumN#}YWaRgg;d|)-pUid#j$`0OaQKh= zzlG03=PYD;z&1{GE4k7JAkA10cR3r5=>!teZFQ+6S^vs_;+z5mjlTj7WHTrqO{7{R<)K*WFDa1GPd~L zvgcIoCEiVddC|Xms-mjlWxKO1Z_l!eV}kD*gECLxH&BjZCyB;!Qp;w&ZB=B3Z4ENS z2BF5qZ1HPLHVW(pw=351rgzSe8*Yh<$Md1)_i%KPj)mpM8I^CRIsGSnQ4LzUA- z5rtUnu0PXm$c4qWMR{eY$8>}yv(v7}!%tUA_@q2^REUAB<)r0uT+Gn?JHFWdoR`oU> zeh-R93*vJZ-7~k44iRv7SKkgRbC_jFgo@b7Wa6`7&EyK(Bf|?pf>SX*dm)Kdsoy$L zdeNXe`Gkb*ZumHqeYk4~a34O;W0ftYTLXk~B6!(Wrtk{)fQomIFB;|n$Tkx;86XCD zEv+Td6m=Gqw1dd7fgR%wY?IwV%4*8U?#-TPWtIzf!u6z+P-0Sm>Ov0-%IR1D!hOLV z^M@>7m9hCUiG{FzAawE`*n)-xb0X5ixE$JdQy!{Z$(C6=ymIj*D9}uqj~_5KN3{76 zL~&sk5?fjV)*o2qQkmH?89t&Wm6!t9flTM;>%Nyce`3a0`6mZ8ry#p5#*A2`TJCfRQf9SWTaFD&$D z*y3$d1y)?o?!POKb_|gHLl*rZ4L+n^kMjH4Y{~xk!=oEn#@BN4D zJ_Yb;D++2Pg+qwI)#u|Kz_3CH#{7qD2G~2AnDT)ycnw}>mq-Ya}20xnxlJ^PdKrZK9c;gzX3M>DSaJe?VLhOZV_okaqG-g(C|Xczv= z7;ku?)S^>aQ&FXXt8=LmM)#m}%_7_A`}*Ad(2@JBlc=St1WT)KN?ADHPRm;1XH!U{ z%f0*0Q&O8RUXaG(=WlpkOAlTQssJqZQ0ivU=LT>34%x?yd7!~(h#gbM63|zcQ!;^bql+Qi_ud*7CuMG2-*gL# zAnVW#ZDe3(lnSety;PIV+0J$2@x%z`if=Y~P^P#6c~u(bofT#n8A>ZG>GIDncqr72qL2l|fTQ$^dIW&haT-8YY~6LPmCLLvOmp8cPO1BpjlQ0>dk4%Zq@ zNsO|gXdbTeCyc8ABp4IE4wlR`jfFXv>ntpI9p^;7df4A8bRfNHd`gKpY|207;>e3= zI;%(x+`espOJTDViDA@lfK+70A378uZ?Mqx(+j75 z4SzYJvOaj44OT!dYWyTKtbz4`Z?kDvTF}pTHh4fuUv|eZ7mYza1`bZL+DR%6!E19$ zkv_~aGO2o@Yi*We4grW2dfiL%V3&F_U*#^nX8i+);n`rQ~t;y~kXr zOROT`1-Z3g(@08qf2NA0q`bWSrfnUfSDWdszGI-BQ9n2v1u>DJ+{5V#d~JWo*v;$Q z4@=onEMMM)T(dm%md?MixgH*=5NldsC~8&KdFDH?siXK7fp#4KWe<$gv_>*DI8*7d zV-IijzRipz+jFok0k7BFXU56sZCcg-6_Fql~Ra z63c0ew97MIt4C>4%Qr%b*`JB-8b~a_#Qq|cd)-?xHfm?e^7bwFR)<0pe9ERZr`E^1SpikDBIwrQ=6hHtjo`< z>?GE|AzRK3S7;`UO|~rn5-wY#9W&{60Nm;7!GfaI()}A9F$Z5mwEC+b)~cMA_;sh= z=P3iaNv>0_r(-X8ixm#(8fOcT5%5cLlDLb-*}YFoP7?Fl#dTkDY@b-ak7`NxGyu{Z z2MDsb?|wy5bxpnOp9a*9s0VJfxMWDI=}(EMiti{P`BXv55SfEAI2c}L*nEL_-^fZ( zT$BwtG*PPex%mt{{u9g(<6>;XRKS~G$iZ!KTqpIo;Pf|L_e*BkJUurb41AB;?(_M% zZPcS|9YA-FPy8+OP7P6!UX-F)Tuw6Us%MUm!*W4HZgL=Yn)iJ4&VqiuhF9l|zRY6Oa0OGnr^OXfY?3FkL=eATc z2Ndvjz7x_);;a}Im^2o=NB?13UU}3YIr?vO+vR$HeydgPL@(=z!+TK&sX(QnDb+DZ z^|`CQ9+r~Z;6*QQ9}Q8S65UPKjdRT&NliG;(~xQh3uV3l08-x%m63n_Okle{r=+)M zbqE5o%1uT*znCvc=_k2gCxfhJ*Sx)G^hcWqXAQ0%pqIZTF9xf~*Nm){NIUHK>DOsF zU7tOq@jPa9?QD}cTH$CtBn9Ss1B$x>hm#wo)6<>UUXcP>l!?oy^MkG`NVS~i+w@8}P;{wJ{U)6~S-+ZsE?OR~^t}AGF z<{T#G&RPC&jyGLn?M+8S%h@Q*`P8LjA0DA6c^RGUs>s(9ZNjq|S(YTjb<-v$+|Ns% zH?u;hXS+>tEsnNQp<3+dN@Ez>LMsbHrY_#Fp%DxQhBm{ z-^;6jBK%9Kl_Gaizs=Wd`&eX@h=RgbTAE;S>f$D(}XY&;}4+UQwwP^AlU<$s0YF zY&l<^sMxRMyBEGvg}Q);j@S6ngUutwNp~K!gZa*EmRlvM;A3|ihiz*CLn-^Gt{4NS1Lnz|M_-Bb_5Lm&6?irkq$({+ zO!G7%Uw_+mg{8Cw@B^(qXMM&~%fO*VA!<&f+MWlPV|swE^8wT(XjRoI17u~?L*MNq z663sck))0jpNk2K)BuRSp4FEsPzrbRX|$a6&U2RW~=J>|5#}vLOG4^D8z(yNQk7C2#wkAFGCrZMI_*pX!3Gm`c4MI`^0Hn z%V{a=)5&M`gwT$xPGQlwm=EfSPyB7tmwhUhq>PKV+>Dv#xU1sir=uCS+{`8O16&#t zH93d-L`3|6vFW%$K2Ci%(r_U0Yyg{k1_%Ll-YN;2aCXaC+1rKp@JwY6FiUrgVtAIp zkrg$UZHjwqtMXs>eOe>GNTE9YmPL=!#J`|foG&%29KFUDTj5VBSsg0AwT`qR||lfB=N)Gc-+CcnS!cZzN|*aM^$M;pI!rg4Z~_P zp1Q146Gc*abCJCr$?L9?dHY1+)3^fHbEsp(i;vGbu0HP^sLU;t1%NleYsmiMFT#^C zahI7n==ih#ISKIJL>Qk)L(Sr&us-Bf=VN3EKBn!j{1aEs?iP}9tKYumY`y4kg9Xs8 zZo-C64(%bJ7Juo_@i*1P&7M$@P)Y{(71r0J&JBxWEbkjKQlB<!Wdec02{8wVXbVzUc zfSjChhJ%<-%36d#K6`Fnw32>fDs+UPn$~eB+~%6t7u|A~9UkGPm)-60EVH-D7V4|N zY!j)tB9eULNPG?tI*G#Zd{R?71#(pZ%{nQ{i31 z;i<8?ivz4%bJwd5#b%#v4Mq-CPr=gD3Rx2Z%!|DEDvMkB4TI~)5d=ilZoq3CN9nT@ zJbR`7`FMR~CG86T;iI6MSZN~vD*Os*LMAwwD+E#;d@jy>$VHqcx((Nh{{BP8A;-V8 z$(S~JvwgE_^6^2!z)$fOomdF`X3ZXg{zgpZ{;OEbGBI!+ZEDn#qe$S9OHBLeP*eH4 zUf+}UfxTR;V;83%Jr>9f2b)xV)&D#+d)Hhd)nr4Nu|5<3i*0=JQ!Tfcqk<*gU_x%V z@b<4<#q+aNi_%=hne*urS7K3toV^oAed{mTHs-fh;Y9v8Vg-zB8oxA2(8y3?-FQFp z3!ox_TID-X0kaArD;B7eSeeN=-We6C`T0Y%B_4cX&__f43m^5;vBfT`VVjC5%R3;9 zpO`v{*YjvsgFbH~(BeS4Sh`xaN5dvF&tR&QY{irLdlr+1Cq$Fu%8~M~FT5$Kt~qly zSmRHz!NWuggJFH^%A~b8aTbahKf}n0EhbLZx*pM8%7@F+x@OFIw6f_`-(jO#)B7~| z;g)s@b#9TY6P9hAEv2P7&9KN;Z*(91WcJBq16F@V!Y`;fdRB!z?A@=1W4spb@FhMh zy(8(%iZO$SvtmHp+i%0I**fvHLfh~|>9drbQ<<*&_7-a~oOMeDZMjcrj1Z?0gHgt$ z2Pz&;;)O%jsk44NX1$FTxI()9W%N5O=M(F>UseN3 z29NmbZJr*A{TG|3Agia@Y6e^wyZ&j1Ap0vb z*^c|^;bZuZTF$Hnz+UEKM}T?>Uf|+3^c6(;N=4>U&zG_<9M`XsBNBKPOC&&8zVnS_ zRzkubvQHls!~pAxr?`;cFv`mBXEIk}9GLj%yN7$9yu8Q(bW9ETgFUWWS@-xW8r}BV zdHJ~x`$He1tC;`2(9Qt<)#D-Id8Vo}(I_B$a6E`1QNuX6OTk?@Cyt$~{ zJ=X|1ych_c%KYhN2h-o9hhU2*9rDx9MD5!dt@iB(CbjTFQNXSFYr)G*WaY5E$QIc}%Qx0z-FopNx3; zSZnaKkQ{@JuhI;6m9f)5VSsrapco9xnJ0}o^z8XuwZ8zX)b|g-yPyC2Y{>; zZjzKLRMgbia$buTK0?yet-D#EJSsRrkz>A$nY1NO8u>;Npjl$kkH06~z47IoN@6s~ z-V0~=M(OfWa=s>Y=%qI)@1NA^&ju$}kU`cDR>Y%7seOd`q zU6#k4>#8iXaJV5M?m|6L_>1AoXYPGuckh5s0yj|u%iEewrrzs`&)g~je%kgRr3Mzg zB;L^izoqPzlsfh1rcd)CW^;>wD^OIwa{Oq+8THl}wXTgTYG-D}_hFp;T$+#(`3v8j zB=u}${BORAK}Y+qPhg@FUe7A--mM|1Mk@r%MG;pE;Y+teE2qp_htR#nMbdlxA8?Yp z&~$spE-M#L|9e>a8H-*(8-YB@$6YOnR)o@)hYL0R-gktFuMRa~oHtEI8I0G|+U`q} zI9qiaW$ct<5&7(i@6th;fzs($9KU7jCZVOr#V?z_X;8eslYUzE{~=n$N>_%7bbHzQfllW<=ucdEn3O4$7TS^Xxh4MHaInFmFD)r!5ZZu@{EWOo|H zO>dlsT5yF*KmSos@sl36tE&vHoW|x;(@I-40UKh>C|c|@FK{qYR};g)*qr^Et&}oU z0v8(n9st_L)XdY%AF}K0uD!obr%)!O=Jjy*$(4s0nQg)h+E+Cwvc;;}gqhff{s+6e ztKF*5s@3Zvs<9uM12X_h*6UB}*;aS^-oCQa^OhqmJ{EPKE33PkKZA!Gmp2qA>=y2< z8ox=PW0lnX_Vj#AzyK_`+1QTEQu}4Gy=m?@tgJsZ27|L+lgXdKi7#rhR; zx6+@y$7&Q~f;%Kp;ZQ!y&8Mtd!HyZjE4AV6r_N_S%?rDn4aZo+;Bp}WVB`^HcKO{k z!+Z5c1~Czlxwg!O=1L^5(P-bqt;LL}gq5f;QBGB!XbozOY%1kwDNcZ2`1(Jq82|a$ z{{y$$f99Z){oTHqylRm0bn^*|-)EB#e>3lmF?)NkVkljp_zjx+OYB4I7H$#2nCOE- znahb9@Vg$bzufv_8%ilgo+vxY;BE02Ok$QGnzS>_Gga2b=B`M16*CHCuoWs^==hlX zhz!puxpy;b9ikK6l_7Jf_uLGWIUH&EqSyS9YVZ~fAH8tmuWbdStysuO9JVY;Yf8}f z4_Ouu0u?Y}*REkPzGg*?SFcrwgik5|UP(4JrK2Yl$>&{z+Y8aefg5V}2fq8FQ@%9+ zjN~OcSpLgXzhjZ@5ln68Qxj8VeX_aM^ep-hYI|6U%NtzcbB@u`BxVPv4E!H5)dZu5 zhhs(;w?0`I8>MvCmL4QuJwjO;cRBb}$K4jo`tD^%d`1kBV}#;vodgc;vvS+t7DjZq zHKQ%Smv-Unv%nj*X<#OX19IuG3o(MM6V-)kpb|*9i#q*vj@$wUFtoa@tPVbWGz*`9 z6T%ZnFT$`Cn}JB9Z>lu_Z84F~GF(1*Wh3tf!gd1)^H?LI0DR4;YJ0Ygfd>M|@c)Y&qc&15}BE9zI6D;>ETvLzI+2)0L30nQ&C zZJ441O~t>7z^}Xq>e}x<@RMj_(rz7V4NY84>nYCMq`Q~?+n1(d!jq0=iyu|Z1*>1a zdnlL3zs2UNCmKRFHv)zJkkNt{mCph$3gDP(Mn2LgCj(blQepjWUqJWIO0`Pc4Apl% z&1rA)6hhL7@rs_d!#7|fsf_M`B|Vd|d{FgLg!{6oUwh0W8B_N=DQaTFf+L?W6z7;o zyl!*Y8o$W;T+O0$@g02<>qa(jy|wMJ%&XY3ZuhLft?yXESU$IJp7(XP7r#8xZ?Caa z7+0PoH7{?QV1%!7@O?fZlv@G+3Ae7{$7tLOx+`|}seGelPZT=f-cGv=1?dNU`nR3oLG}17IRTJG zwpu*H>0e!_$ddWxjxd3=ziRrLUk&t9fO$TFhpjq-!~=|%94v_pxqV9~G{%}3q6 zTmpZbs$<0FYQC3`OOSwbfND(VNk_Wr18+94=RhS32XS0}Z5a4gzP^U9y*vMf>yTgXb_DbDMMZG1#nmHF zP>sX%W`!5lYG3$OH6mAjQ-KH1H_*oVaK-I1ZAn9S*A3jMok}!u1%s)b?~& z@SDsK_KBHb8xzE3hnPA0BC)u4HzC3@APBZvEZ5PQjc>3492SWr)eu$i$VHPtca<|Bt z^|ZPLncf;MG;#2vrW?uO%V}bETqhh_Jhum7HGaH(dw6_JEw$EF^xQDZhmv#+U`Y$n zU9m?Q;J$wh7-}q?MYPCsHCI4sBU0+??1x@m8b88Nv+g23%+>HNEYiNs zEwExH{Iv=bB|NRb%VR&8;x30a+79lRZ)9ss`%oO-YrF~*BS6L!qzPK%a{2{bYZeZN z2}ZW75q^C1uYc12Zq#X9D2A8aZ)`zNR#?zZcQ#I$i^S}Flsl??DHd@S%Xr3SVcUYY z{<&SAKja5*LCU7+*DGpx0Q8N9FSvimDToTz8yf zi}KjG46aY+2+|2} z(uRfBI1FTNY0v)-G?f6O%tkYk^h2zp@=6d~e_XVA;!e((K{}HQ1SUxJ;k1HTwb`+qQ)|uWoW6N?OQd!)?4J3-%M% z*I1#Dv^=Z8Y*VH9EnLo7dDZ*^o84r7t#thUs8d})FkqT2-P4@hc%cGszVp175c zCuUg>G*EEOVcF=X7yYS*1kXo%reRsvHK*o zs{s4kk{V8AF24YJ@5@jBkbO5NJpMygg(jt-p;*cPGJ#QnYf&t-8sBpP2mDos2)e-g zid}*e`PH!Jr}WeRLC-rrG|>w*I6r}p{rms$1$}`Y)y?^Nm76MsL3iW-dIBA=3V&b1 z{&(+>XKO3jU1G|yUUg`RNacTd9$OA`gxn2L1;CqWSGKtvUwK>%a=`jC_K6k z@k+}`qMYoRrU_#B!?ib*l_-e%8>YtLjN87XK)Y4O-mtJoMc~-Sjtb_nRUSK$sYh@d z&gF@rPWE;g<3lZV_FbYoWHbAHV}F*0sB2U9PFt^4n^g=U&$^_UD1~}Ef`x77Q)d&> zE8Pup!+vyW$a*gW&Haa|@_5ZD*^7m-FGq8#)A~DI>mv7xxC7_?QU#41HhZHhiUGNI-NpS926^n$!rl5+02IsSbz4#PDX(IOa(~V} z=HJ{j8;{{ha2d#SYhWKT@k_~YKQnZD>vH1n$vHOmRF-+Pn8(j`EnFw4%_AY~@0~@p z$^Uu(pKI{{;vTqS(s@ApdTV@=){J|z8Y*!}qIt&Z*RC5zjf9$rFi$;H)mJH}f>blGaWS8MNmsloH(l zO_hHy9HY2YaT2xX^M_2k70$bB{IDgJPyV@f$jhR{Et`YIAezX&p(ki|i)ki}s0u+u zz(oz{F_eGFrNg)3j*sDmLVq`ud5`V1caK^IXq*t^k#7g{d;@K{GYSym_{?Qv61UIz zwoZ(9bYID3(u&m{aHia*{jpF2p96H$N^XW9MWKfowjSr=t`45yC*sdTgzr6zV>A41)E0M1EqNupus*6L&4 zE~fJ5kEHYalSkjRL=9&(SxY~Tlo8QB)6?Do8=tsBkM42(f z=~GNN%kxW8Xj&yZ-8cP1#%FXywi3|ztuW*QjHuOp{#sGUhI6o)la)iiolDuJ4qFpXWyaEHW&U|4{I{gd_&GGs+An&6BlX>zG5@@(6jsq28 zW$Y=pk=t(1;BV+8*>ckLn-t4Lxbu>JRy@8q%6y1r?kYYV9UxO<>`}Y<({!a(b7Ouh zJM`2ds1f^$R{eM74Z!oozPPK5Fx-sj&9{c>ue>729m=2-J+Y~((m^K|tm~+__PoX_0v!S6jirbKi%q+lrt47Zx52!C0Qb63zJj>GDe zmxmi^&@i^GxOAdc!oVy2g56`(C5>@ZphMH~*Gc+Kb9vK`V9PQ;hC}6(XxpP#X{6Bx zrqMeFh*rp>q#7GnS`Pyddzt?UaXc-vCx#%3z@gU_dX_08j-tLC&pJIjv7c-N>>@x@ z>Ps9yiF36%qF&v>;O=U3Rb!|7_@qbONIm!qLnQkV^j3nnJfD!+2m)77+c*{fd;IpW zSn8eOQRPwPhc@W-@%3d)E6TFL2@W|rWB*CyOPSqA$f?`)_!dA#pUpp3Eu0A^Ttjh1 z8T$8N8A{cl*09+C9RTJ*5WpiDW)d9sg)V~ZcZ`yqwR9`%z2<2fMC@T=!;4kHYi!fL zG8)%=TjD@|QDt{?e7 zt54XwwFRHEWFj0Z25=+@~b39Rh z2vcqzMq7Qz3<_{Hvg zE59$JMN0OYe%`|(W(MLjo*LtJAGMqA5~&Ev zlKnKoxNlBJEP$5@K5`0po-LmI{)&Iqz+Otd8v$${dswxTR{#G}4oVe(X%Q(l4gyC{f)R)$;I%cvpY4^jYeDEP-%O-?h! z|5tlw9@JEl$MFD)BOZu=!wrf@2nL4*WVq2WfOs$w5^e-pBoILZq9{T@2ag!YDu_(R zF$@^FMdT6@5HTP}Bng)!A|?n58UaO)T9!7DeP93sP{g5t!4If zSKespY%o&uX8hBNkzVGgAgllr^IDiMVBc>d-za$*>mbq5oyZXz^T$q|SbT7Op9Q|E z+vFr|Hgx4{j6LI8heWX+frkpJXIaFGyR^zsp=!J!Px!oy6Cv=`-Mq*uBx!M@rFhqs zD{-D@J-b6DbrCA(2aX(u>PG*pUrYgfYW?()_x)*C`ph#6{QST6NzYGyD50DEl+H1B z4pL7Cpmrt}!kcS7ujI+5`B=J6!tH|2RK&WQ?5%@C%>Dh+L7%iu8#-+<+Go!nenlpD zJ>;wpxwkROrrXGn+g-R(V^G~^hh6i~`y#sPwpMMg3V4;3Bz*EnJz`phL2!i@wmHM_ zA65;D>)s>0Gu+Tn{&=5W;~cESecfs22~3n~`~K$8()tWUOzA+=)05?b&S>`0{nsgO zvjhsK*zsyGawCD|aW2pWQW<;CxXn^rzc(K*9K+_Pwg2@7jW%pFk{fh99v|o(Ia=2> z5ti1$$2>F%)(PWL`d@Ib`P(d_<(ln!T!B->h$kgS88Ehhy+wx-fTgTj1 zll|_g9f3{O)C)+M&n?5;hz1FwdfOJ=+q(HJE7PcHe+wg|IWAo+axW#hGc*e1HnUJ_ zS%K_8)kxgSFvc>ayDSAqI>QFq>@YFdT!nPV$CT=5sW;$*ZlKF2IV!@(Q1Y3Ia5eY* z#HZHz;bE2T-nadZT9y42Jso=;65^mllz|Yx&V+~6!X153>Pa7K zR$NXD3Z22z#cSA87{$wFTiPGtUU~(j6N3`13H}@UR$YF5o&?okW|?VQTMrqldXIPR z)E<%=vl5!hdpm;@27WX`-$7Vt*(OVnf2r>`r;VTQpb1`ZYeU6~^3mmJX|nRP^N^R+ zqy9k0dOeLF?6l~W<7Cd&Eh5hXVqhbsX1D)JwUutp)~#+QKxhm%H|3-1xh*6W8E1e2YwJ zGt1;#)koBb(@f~FxlfUR*M?0{3?fD7#`;qEBNEh)6MNa!2pW;N7;$ zU&XH%;V}UxiiRE9s`&n6lFbgJEKWjOTy8_YbCtgFJ6ZsqiMyfI7pYfxHzywo4GFkd z9+DMXGnG71SzDar?Ztb{gSIehsVCZPciLg3 zY!vNeo!L_i&HQKZArCa+gVFET(i%Va^*^C-{V_57H@v3RXrW5>V509l_qb{7TCE=7 z^3HRupUh(E1)+t(w;9T^3XcpORUeAJUbPV2vZ!r<)f2hSubIk=KALy6V?&n+TjLvA z6&~J~@Q&B3i#X;wY__LSu?Q91Jm{n169`4;ofVqRz8LYy(qVjYz;ZcF8eX<6ak7xj z4J{d@X8M{~A1OAJxB4CxVSkX-l^;f}T%Ef>zAzmXQ`s;ga_8{ma~0Iktqb<)D4|y^ zv?pb0R^hHSEps{Ue&kyP!uBe20o;}&_noSf<#DAL4W@zC!lm{6-3$#uqIT+}3YDOd zQwv)?;$%h7B6q@;FxB=9s=+d|&?HmRMmbk&mNiF^xwt232N|7;lY=vm3lgAUIy(G0 zo0D>vB}dkR(RoZHOgDd_i5UvoI@vFf{TpWnK0>yC6d{A}0lx|81Haw}{*Noje;11Y zj{W`$9kd~6!~d~9@LyiC^0G=ugG?Kd((ITHZnGf$6#oRbE-f#%!?WjbTaANy7&cq5 zq~_GxNUZmcpd6K(SdWmFrDpe_?46mYqe6u_*tVlykW9?mHU|?Fx^$&ftz%5tTV>ZZ zL7Nh7NMJckI>%5X$Z|Isf-?UD`C^yp<(`jchDl;=na+=5M`-6=-5!VWO18sHfdju~ zpj=t1(huphOCnUE<%Bt0=i5l>kJA?! z-f5Pt;%=COsXLcb4h_XqQgJ1v_47}3-o@Bmi#ucd`b0D;K4so{>d(Ixq2Uv&y}^T2 z$1Xtgpj{B0uJx=)7x*1C1`hfJO&B9SkpEcmZQNxRL&hQNWE9 z!Yn{9pUAHO83CsQP6x#is7OIY3S37IE*yO(6vC9&bMKW~Uc(Y7UFFI0N(r#xa z`+_0fhNE7p9V%%Mx(TsSMXcF6b9R8;=obHbE{io43|6?jvF;UGN>;i}Da@Q7|3 0: + new_vertices = mesh.vertices + mesh.vertex_normals * dilated_offset + mesh.vertices = new_vertices + print("dilate over!") + + mesh.merge_vertices() + mesh.update_faces(mesh.unique_faces()) + mesh.fix_normals() + + return_mesh_list.append(mesh) + + pc_normal = np.asarray(sample_surface_points(mesh, sample_num, return_surface_pc_normals=True)) + pc_normal_list.append(pc_normal) + print("process mesh success") + return pc_normal_list, return_mesh_list + + +#### utils +def euler_to_quat(euler): + return Rotation.from_euler('XYZ', euler, degrees=True).as_quat() + +def SRT_quat_to_matrix(scale, quat, translation): + rotation_matrix = Rotation.from_quat(quat).as_matrix() + transform_matrix = np.eye(4) + transform_matrix[:3, :3] = rotation_matrix * scale + transform_matrix[:3, 3] = translation + return transform_matrix + + +def write_output(primitives, name): + out_json = {} + out_json['operation'] = 0 + out_json['type'] = 1 + out_json['scene_id'] = None + + new_group = [] + model_scene = trimesh.Scene() + color_map = sns.color_palette("hls", primitives['type_code'].squeeze().shape[0]) + color_map = (np.array(color_map) * 255).astype("uint8") + for idx, (scale, rotation, translation, type_code) in enumerate(zip( + primitives['scale'].squeeze().cpu().numpy(), + primitives['rotation'].squeeze().cpu().numpy(), + primitives['translation'].squeeze().cpu().numpy(), + primitives['type_code'].squeeze().cpu().numpy() + )): + if type_code == -1: + break + bs_name = CODE_SHAPE[type_code] + new_block = {} + new_block['type_id'] = shapename_map[bs_name] + new_block['data'] = {} + new_block['data']['location'] = translation.tolist() + new_block['data']['rotation'] = euler_to_quat(rotation).tolist() + new_block['data']['scale'] = scale.tolist() + new_block['data']['color'] = ['808080'] + new_group.append(new_block) + + trans = SRT_quat_to_matrix(scale, euler_to_quat(rotation), translation) + bs = mesh_bs[bs_name].copy().apply_transform(trans) + new_vertex_colors = np.repeat(color_map[idx:idx+1], bs.visual.vertex_colors.shape[0], axis=0) + bs.visual.vertex_colors[:, :3] = new_vertex_colors + vertices = bs.vertices.copy() + vertices[:, 1] = bs.vertices[:, 2] + vertices[:, 2] = -bs.vertices[:, 1] + bs.vertices = vertices + model_scene.add_geometry(bs) + out_json['group'] = new_group + + json_path = os.path.join(LOG_PATH, f'output_{name}.json') + with open(json_path, 'w') as json_file: + json.dump(out_json, json_file, indent=4) + + glb_path = os.path.join(LOG_PATH, f'output_{name}.glb') + model_scene.export(glb_path) + + return glb_path, out_json + + +@torch.no_grad() +def do_inference(input_3d, dilated_offset=0.0, sample_seed=0, do_sampling=False, do_marching_cubes=False, postprocess='none'): + t1 = time.time() + set_seed(sample_seed) + input_mesh = trimesh.load(input_3d, force='mesh') + + # scale mesh + vertices = input_mesh.vertices + bounds = np.array([vertices.min(axis=0), vertices.max(axis=0)]) + vertices = vertices - (bounds[0] + bounds[1])[None, :] / 2 + vertices = vertices / (bounds[1] - bounds[0]).max() * 1.6 + input_mesh.vertices = vertices + + pc_list, mesh_list = process_mesh_to_surface_pc( + [input_mesh], + marching_cubes=do_marching_cubes, + dilated_offset=dilated_offset + ) + pc_normal = pc_list[0] # 10000, 6 + mesh = mesh_list[0] + + pc_coor = pc_normal[:, :3] + normals = pc_normal[:, 3:] + + if dilated_offset > 0: + # scale mesh and pc + vertices = mesh.vertices + bounds = np.array([vertices.min(axis=0), vertices.max(axis=0)]) + vertices = vertices - (bounds[0] + bounds[1])[None, :] / 2 + vertices = vertices / (bounds[1] - bounds[0]).max() * 1.6 + mesh.vertices = vertices + pc_coor = pc_coor - (bounds[0] + bounds[1])[None, :] / 2 + pc_coor = pc_coor / (bounds[1] - bounds[0]).max() * 1.6 + + input_save_name = os.path.join(LOG_PATH, f'processed_{os.path.basename(input_3d)}') + mesh.export(input_save_name) + + assert (np.linalg.norm(normals, axis=-1) > 0.99).all(), 'normals should be unit vectors, something wrong' + normalized_pc_normal = np.concatenate([pc_coor, normals], axis=-1, dtype=np.float16) + + input_pc = torch.tensor(normalized_pc_normal, dtype=torch.float16, device=device)[None] + + with accelerator.autocast(): + if postprocess == 'postprocess1': + recon_primitives, mask = transformer.generate_w_recon_loss(pc=input_pc, temperature=temperature, single_directional=True) + else: + recon_primitives, mask = transformer.generate(pc=input_pc, temperature=temperature) + + output_glb, output_json = write_output(recon_primitives, os.path.basename(input_3d)[:-4]) + + return input_save_name, output_glb, output_json + + +dilated_offset = 0.015 +do_marching_cubes = True +postprocess = 'postprocess1' + + +for input_3d in input_3ds: + print(f"processing: {input_3d}") + preprocess_model_obj, output_model_obj, output_model_json = do_inference( + input_3d, + dilated_offset=dilated_offset, + do_marching_cubes=do_marching_cubes, + postprocess=postprocess + ) diff --git a/eval.py b/eval.py new file mode 100644 index 0000000..41fead7 --- /dev/null +++ b/eval.py @@ -0,0 +1,113 @@ +import argparse +from collections import defaultdict +import glob +import json +import os + +import numpy as np +import trimesh +import point_cloud_utils as pcu +from tqdm import tqdm + + +import numpy as np + +def voxelize(points, voxel_size=0.1): + """ + Converts a set of 3D points to a voxel grid representation. + Points are quantized to the nearest voxel center. + + Parameters: + - points: (N, 3) numpy array of 3D points + - voxel_size: the size of each voxel (adjust this depending on your data) + + Returns: + - voxels: Set of unique voxel coordinates + """ + # Quantize the points to the nearest voxel + quantized_points = np.floor(points / voxel_size).astype(int) + # Use a set to get unique voxel coordinates + voxels = set(map(tuple, quantized_points)) + return voxels + +def calculate_iou(model_vox, target_vox, voxel_size=0.1): + """ + Calculate the IoU (Intersection over Union) between two point clouds. + + Parameters: + - model_vox: (N, 3) numpy array of the first point cloud + - target_vox: (M, 3) numpy array of the second point cloud + - voxel_size: Size of the voxels (default is 0.1) + + Returns: + - iou: Intersection over Union (IoU) score + """ + # Voxelize both point clouds + model_voxels = voxelize(model_vox, voxel_size) + target_voxels = voxelize(target_vox, voxel_size) + + # Calculate intersection and union + intersection = len(model_voxels.intersection(target_voxels)) + union = len(model_voxels.union(target_voxels)) + + # Compute IoU + iou = intersection / union if union > 0 else 0.0 + return iou + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--input_dir", type=str, default="./results/infer/PointClouds") + parser.add_argument("--target_dir", type=str, default="./data/test_pc") + parser.add_argument("--detail", action="store_true") + args = parser.parse_args() + + if not os.path.exists(args.input_dir) or not os.path.exists(args.target_dir): + print("Invalid input!") + exit(1) + + model_prefix = os.path.join(args.input_dir, "*.ply") + model_path_list = sorted(list(glob.glob(model_prefix))) + + distance_json = {} + distance_list = [] + emu_distance_list = [] + hausdorff_distance_list = [] + voxel_iou_list = [] + for model_path in tqdm(model_path_list): + model_name = os.path.basename(model_path) + target_path = os.path.join(args.target_dir, model_name) + if not os.path.exists(target_path): + print(f"{target_path}: not found!") + exit(1) + + model_pc = np.array(trimesh.load(model_path).vertices) + target_pc = np.array(trimesh.load(target_path).vertices) + + distance = pcu.chamfer_distance(model_pc, target_pc) + model_pc_downsampled = model_pc[np.random.choice(model_pc.shape[0], 1000, replace=False)] + target_pc_downsampled = target_pc[np.random.choice(target_pc.shape[0], 1000, replace=False)] + emu_distance, _ = pcu.earth_movers_distance(model_pc_downsampled, target_pc_downsampled) + hausdorff_distance = pcu.hausdorff_distance(model_pc, target_pc) + + iou = calculate_iou(model_pc, target_pc, voxel_size=1/32.) + + distance_list.append(distance) + emu_distance_list.append(emu_distance) + hausdorff_distance_list.append(hausdorff_distance) + voxel_iou_list.append(iou) + model_id = os.path.splitext(model_name)[0] + distance_json[model_id] = distance + + print(f"{model_id}: chamfer distance: {distance:.3f}, earth movers distance: {emu_distance:.3f}, hausdorff distance: {hausdorff_distance:.3f}, voxel IoU: {iou:.3f}") + + distance_json["mean"] = np.mean(distance_list) + distance_json["mean_emu"] = np.mean(emu_distance_list) + distance_json["mean_hausdorff"] = np.mean(hausdorff_distance_list) + distance_json["mean_voxel_iou"] = np.mean(voxel_iou_list) + print(f"mean chamfer distance: {np.mean(distance_list)}") + print(f"mean earth movers distance: {np.mean(emu_distance_list)}") + print(f"mean hausdorff distance: {np.mean(hausdorff_distance_list)}") + print(f"mean voxel IoU: {np.mean(voxel_iou_list)}") + with open(os.path.join(args.input_dir, "distance.json"), "w") as json_file: + json.dump(distance_json, json_file, indent=4) diff --git a/infer.py b/infer.py new file mode 100755 index 0000000..b38085a --- /dev/null +++ b/infer.py @@ -0,0 +1,172 @@ +import argparse +import glob +import json +import yaml +from pathlib import Path +import os +import re +import numpy as np + +from scipy.spatial.transform import Rotation +from tqdm import tqdm +import torch +import trimesh + +from primitive_anything.primitive_dataset import create_dataset +from primitive_anything.utils import torch_to, count_parameters +from primitive_anything.utils.logger import create_logger, print_log + +CODE_SHAPE = { + 0: 'SM_GR_BS_CubeBevel_001.ply', + 1: 'SM_GR_BS_SphereSharp_001.ply', + 2: 'SM_GR_BS_CylinderSharp_001.ply', +} + +shapename_map = { + 'SM_GR_BS_CubeBevel_001.ply': 1101002001034001, + 'SM_GR_BS_SphereSharp_001.ply': 1101002001034010, + 'SM_GR_BS_CylinderSharp_001.ply': 1101002001034002, +} + +bs_dir = 'data/basic_shapes_norm' +mesh_bs = {} +for bs_path in glob.glob(os.path.join(bs_dir, '*.ply')): + bs_name = os.path.basename(bs_path) + bs = trimesh.load(bs_path) + bs.visual.uv = np.clip(bs.visual.uv, 0, 1) + bs.visual = bs.visual.to_color() + mesh_bs[bs_name] = bs + + +def create_model(cfg_model): + kwargs = cfg_model + name = kwargs.pop('name') + model = get_model(name)(**kwargs) + print_log("Model '{}' init: nb_params={:,}, kwargs={}".format(name, count_parameters(model), kwargs)) + return model + + +from primitive_anything.primitive_transformer import PrimitiveTransformerDiscrete +def get_model(name): + return { + 'discrete': PrimitiveTransformerDiscrete, + }[name] + + +def euler_to_quat(euler): + return Rotation.from_euler('XYZ', euler, degrees=True).as_quat() + +def rotvec_to_quat(rotvec): + return Rotation.from_rotvec(rotvec, degrees=True).as_quat() + +def SRT_quat_to_matrix(scale, quat, translation): + rotation_matrix = Rotation.from_quat(quat).as_matrix() + transform_matrix = np.eye(4) + transform_matrix[:3, :3] = rotation_matrix * scale + transform_matrix[:3, 3] = translation + return transform_matrix + +def write_json(primitives, shapename_map, out_path): + out_json = {} + out_json['operation'] = 0 + out_json['type'] = 1 + out_json['scene_id'] = None + + new_group = [] + model_scene = trimesh.Scene() + for scale, rotation, translation, type_code in zip( + primitives['scale'].squeeze().cpu().numpy(), + primitives['rotation'].squeeze().cpu().numpy(), + primitives['translation'].squeeze().cpu().numpy(), + primitives['type_code'].squeeze().cpu().numpy() + ): + if type_code == -1: + break + bs_name = CODE_SHAPE[type_code] + new_block = {} + new_block['type_id'] = shapename_map[bs_name] + new_block['data'] = {} + new_block['data']['location'] = translation.tolist() + new_block['data']['rotation'] = euler_to_quat(rotation).tolist() + new_block['data']['scale'] = scale.tolist() + new_block['data']['color'] = ['808080'] + new_group.append(new_block) + + if new_block['type_id'] == 1101002001034001: + cur_color = "#2FA9FF" + elif new_block['type_id'] == 1101002001034002: + cur_color = "#FFC203" + elif new_block['type_id'] == 1101002001034010: + cur_color = "#FF8A9C" + + def hex_to_rgb(hex_color): + hex_color = hex_color.lstrip('#') + return np.array([ + int(hex_color[0:2], 16), # R + int(hex_color[2:4], 16), # G + int(hex_color[4:6], 16), # B + ], dtype=np.uint8)[None] + + trans = SRT_quat_to_matrix(scale, euler_to_quat(rotation), translation) + bs = mesh_bs[bs_name].copy().apply_transform(trans) + new_vertex_colors = np.repeat(hex_to_rgb(cur_color), bs.visual.vertex_colors.shape[0], axis=0) + bs.visual.vertex_colors[:, :3] = new_vertex_colors + vertices = bs.vertices.copy() + vertices[:, 1] = bs.vertices[:, 2] + vertices[:, 2] = -bs.vertices[:, 1] + bs.vertices = vertices + model_scene.add_geometry(bs) + + out_json['group'] = new_group + + with open(out_path, 'w') as json_file: + json.dump(out_json, json_file, indent=4) + + glb_path = out_path.replace('.json', '.glb') + model_scene.export(glb_path) + + return glb_path, out_json + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('-c', '--config', type=str, default='./configs/infer.yml', help='Config file path') + parser.add_argument('-ck', '--AR_ckpt', type=str, default='./ckpt/mesh-transformer.ckpt.60.pt') + parser.add_argument('-o', '--output', type=str, default='./results/infer') + parser.add_argument('--bs_dir', type=str, default='data/basic_shapes_norm') + parser.add_argument('--temperature', type=float, default=0.0) + args = parser.parse_args() + + bs_names = [] + for bs_path in glob.glob(os.path.join(args.bs_dir, '*.ply')): + bs_names.append(os.path.basename(bs_path)) + + with open(args.config, mode='r') as fp: + cfg = yaml.load(fp, Loader=yaml.FullLoader) + + AR_checkpoint = torch.load(args.AR_ckpt) + + os.makedirs(args.output, exist_ok=True) + json_result_folder = os.path.join(args.output, 'JsonResults') + os.makedirs(json_result_folder, exist_ok=True) + + create_logger(Path(args.output)) + + dataset = create_dataset(cfg['dataset']) + + transformer = create_model(cfg['model']) + transformer.load_state_dict(AR_checkpoint) + + for item_i, item in tqdm(enumerate(dataset)): + pc = item.pop('pc') + + item_filename = dataset.data_filename[item_i] + if torch.cuda.is_available(): + pc = pc.cuda() + item = torch_to(item, torch.device('cuda')) + transformer = transformer.cuda() + + recon_primitives, mask = transformer.generate(pc=pc.unsqueeze(0), temperature=args.temperature) + + out_path = os.path.join(json_result_folder, os.path.basename(item_filename).replace('.ply', '.json')) + write_json(recon_primitives, shapename_map, out_path) diff --git a/primitive_anything/__init__.py b/primitive_anything/__init__.py new file mode 100755 index 0000000..e69de29 diff --git a/primitive_anything/michelangelo/__init__.py b/primitive_anything/michelangelo/__init__.py new file mode 100755 index 0000000..7970340 --- /dev/null +++ b/primitive_anything/michelangelo/__init__.py @@ -0,0 +1,51 @@ +import os + +from omegaconf import OmegaConf +import torch +from torch import nn + +from .utils.misc import instantiate_from_config +from ..utils import default, exists + + +def load_model(): + model_config = OmegaConf.load(os.path.join(os.path.dirname(__file__), "shapevae-256.yaml")) + # print(model_config) + if hasattr(model_config, "model"): + model_config = model_config.model + ckpt_path = "./ckpt/shapevae-256.ckpt" + + model = instantiate_from_config(model_config, ckpt_path=ckpt_path) + # model = model.cuda() + model = model.eval() + + return model + + +class ShapeConditioner(nn.Module): + def __init__( + self, + *, + dim_latent = None + ): + super().__init__() + self.model = load_model() + + self.dim_model_out = 768 + dim_latent = default(dim_latent, self.dim_model_out) + self.dim_latent = dim_latent + + def forward( + self, + shape = None, + shape_embed = None, + ): + assert exists(shape) ^ exists(shape_embed) + + if not exists(shape_embed): + point_feature = self.model.encode_latents(shape) + shape_latents = self.model.to_shape_latents(point_feature[:, 1:]) + shape_head = point_feature[:, 0:1] + shape_embed = torch.cat([point_feature[:, 1:], shape_latents], dim=-1) + # shape_embed = torch.cat([point_feature[:, 1:], shape_latents], dim=-2) # cat tmp + return shape_head, shape_embed \ No newline at end of file diff --git a/primitive_anything/michelangelo/graphics/__init__.py b/primitive_anything/michelangelo/graphics/__init__.py new file mode 100755 index 0000000..40a96af --- /dev/null +++ b/primitive_anything/michelangelo/graphics/__init__.py @@ -0,0 +1 @@ +# -*- coding: utf-8 -*- diff --git a/primitive_anything/michelangelo/graphics/primitives/__init__.py b/primitive_anything/michelangelo/graphics/primitives/__init__.py new file mode 100755 index 0000000..cb91087 --- /dev/null +++ b/primitive_anything/michelangelo/graphics/primitives/__init__.py @@ -0,0 +1,9 @@ +# -*- coding: utf-8 -*- + +from .volume import generate_dense_grid_points + +from .mesh import ( + MeshOutput, + save_obj, + savemeshtes2 +) diff --git a/primitive_anything/michelangelo/graphics/primitives/mesh.py b/primitive_anything/michelangelo/graphics/primitives/mesh.py new file mode 100755 index 0000000..3e5e8a5 --- /dev/null +++ b/primitive_anything/michelangelo/graphics/primitives/mesh.py @@ -0,0 +1,114 @@ +# -*- coding: utf-8 -*- + +import os +import cv2 +import numpy as np +import PIL.Image +from typing import Optional + +import trimesh + + +def save_obj(pointnp_px3, facenp_fx3, fname): + fid = open(fname, "w") + write_str = "" + for pidx, p in enumerate(pointnp_px3): + pp = p + write_str += "v %f %f %f\n" % (pp[0], pp[1], pp[2]) + + for i, f in enumerate(facenp_fx3): + f1 = f + 1 + write_str += "f %d %d %d\n" % (f1[0], f1[1], f1[2]) + fid.write(write_str) + fid.close() + return + + +def savemeshtes2(pointnp_px3, tcoords_px2, facenp_fx3, facetex_fx3, tex_map, fname): + fol, na = os.path.split(fname) + na, _ = os.path.splitext(na) + + matname = "%s/%s.mtl" % (fol, na) + fid = open(matname, "w") + fid.write("newmtl material_0\n") + fid.write("Kd 1 1 1\n") + fid.write("Ka 0 0 0\n") + fid.write("Ks 0.4 0.4 0.4\n") + fid.write("Ns 10\n") + fid.write("illum 2\n") + fid.write("map_Kd %s.png\n" % na) + fid.close() + #### + + fid = open(fname, "w") + fid.write("mtllib %s.mtl\n" % na) + + for pidx, p in enumerate(pointnp_px3): + pp = p + fid.write("v %f %f %f\n" % (pp[0], pp[1], pp[2])) + + for pidx, p in enumerate(tcoords_px2): + pp = p + fid.write("vt %f %f\n" % (pp[0], pp[1])) + + fid.write("usemtl material_0\n") + for i, f in enumerate(facenp_fx3): + f1 = f + 1 + f2 = facetex_fx3[i] + 1 + fid.write("f %d/%d %d/%d %d/%d\n" % (f1[0], f2[0], f1[1], f2[1], f1[2], f2[2])) + fid.close() + + PIL.Image.fromarray(np.ascontiguousarray(tex_map), "RGB").save( + os.path.join(fol, "%s.png" % na)) + + return + + +class MeshOutput(object): + + def __init__(self, + mesh_v: np.ndarray, + mesh_f: np.ndarray, + vertex_colors: Optional[np.ndarray] = None, + uvs: Optional[np.ndarray] = None, + mesh_tex_idx: Optional[np.ndarray] = None, + tex_map: Optional[np.ndarray] = None): + + self.mesh_v = mesh_v + self.mesh_f = mesh_f + self.vertex_colors = vertex_colors + self.uvs = uvs + self.mesh_tex_idx = mesh_tex_idx + self.tex_map = tex_map + + def contain_uv_texture(self): + return (self.uvs is not None) and (self.mesh_tex_idx is not None) and (self.tex_map is not None) + + def contain_vertex_colors(self): + return self.vertex_colors is not None + + def export(self, fname): + + if self.contain_uv_texture(): + savemeshtes2( + self.mesh_v, + self.uvs, + self.mesh_f, + self.mesh_tex_idx, + self.tex_map, + fname + ) + + elif self.contain_vertex_colors(): + mesh_obj = trimesh.Trimesh(vertices=self.mesh_v, faces=self.mesh_f, vertex_colors=self.vertex_colors) + mesh_obj.export(fname) + + else: + save_obj( + self.mesh_v, + self.mesh_f, + fname + ) + + + diff --git a/primitive_anything/michelangelo/graphics/primitives/volume.py b/primitive_anything/michelangelo/graphics/primitives/volume.py new file mode 100755 index 0000000..e8cb1d3 --- /dev/null +++ b/primitive_anything/michelangelo/graphics/primitives/volume.py @@ -0,0 +1,21 @@ +# -*- coding: utf-8 -*- + +import numpy as np + + +def generate_dense_grid_points(bbox_min: np.ndarray, + bbox_max: np.ndarray, + octree_depth: int, + indexing: str = "ij"): + length = bbox_max - bbox_min + num_cells = np.exp2(octree_depth) + x = np.linspace(bbox_min[0], bbox_max[0], int(num_cells) + 1, dtype=np.float32) + y = np.linspace(bbox_min[1], bbox_max[1], int(num_cells) + 1, dtype=np.float32) + z = np.linspace(bbox_min[2], bbox_max[2], int(num_cells) + 1, dtype=np.float32) + [xs, ys, zs] = np.meshgrid(x, y, z, indexing=indexing) + xyz = np.stack((xs, ys, zs), axis=-1) + xyz = xyz.reshape(-1, 3) + grid_size = [int(num_cells) + 1, int(num_cells) + 1, int(num_cells) + 1] + + return xyz, grid_size, length + diff --git a/primitive_anything/michelangelo/models/__init__.py b/primitive_anything/michelangelo/models/__init__.py new file mode 100755 index 0000000..40a96af --- /dev/null +++ b/primitive_anything/michelangelo/models/__init__.py @@ -0,0 +1 @@ +# -*- coding: utf-8 -*- diff --git a/primitive_anything/michelangelo/models/asl_diffusion/__init__.py b/primitive_anything/michelangelo/models/asl_diffusion/__init__.py new file mode 100755 index 0000000..40a96af --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/__init__.py @@ -0,0 +1 @@ +# -*- coding: utf-8 -*- diff --git a/primitive_anything/michelangelo/models/asl_diffusion/asl_diffuser_pl_module.py b/primitive_anything/michelangelo/models/asl_diffusion/asl_diffuser_pl_module.py new file mode 100755 index 0000000..7372735 --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/asl_diffuser_pl_module.py @@ -0,0 +1,483 @@ +# -*- coding: utf-8 -*- + +from omegaconf import DictConfig +from typing import List, Tuple, Dict, Optional, Union + +import torch +import torch.nn as nn +import torch.nn.functional as F +from torch.optim import lr_scheduler +import pytorch_lightning as pl +from pytorch_lightning.utilities import rank_zero_only + +from einops import rearrange + +from diffusers.schedulers import ( + DDPMScheduler, + DDIMScheduler, + KarrasVeScheduler, + DPMSolverMultistepScheduler +) + +from ...utils import instantiate_from_config +# from ..tsal.tsal_base import ShapeAsLatentPLModule +from ..tsal.tsal_base import AlignedShapeAsLatentPLModule +from .inference_utils import ddim_sample + +SchedulerType = Union[DDIMScheduler, KarrasVeScheduler, DPMSolverMultistepScheduler] + + +def disabled_train(self, mode=True): + """Overwrite model.train with this function to make sure train/eval mode + does not change anymore.""" + return self + + +class ASLDiffuser(pl.LightningModule): + first_stage_model: Optional[AlignedShapeAsLatentPLModule] + # cond_stage_model: Optional[Union[nn.Module, pl.LightningModule]] + model: nn.Module + + def __init__(self, *, + first_stage_config, + denoiser_cfg, + scheduler_cfg, + optimizer_cfg, + loss_cfg, + first_stage_key: str = "surface", + cond_stage_key: str = "image", + cond_stage_trainable: bool = True, + scale_by_std: bool = False, + z_scale_factor: float = 1.0, + ckpt_path: Optional[str] = None, + ignore_keys: Union[Tuple[str], List[str]] = ()): + + super().__init__() + + self.first_stage_key = first_stage_key + self.cond_stage_key = cond_stage_key + self.cond_stage_trainable = cond_stage_trainable + + # 1. initialize first stage. + # Note: the condition model contained in the first stage model. + self.first_stage_config = first_stage_config + self.first_stage_model = None + # self.instantiate_first_stage(first_stage_config) + + # 2. initialize conditional stage + # self.instantiate_cond_stage(cond_stage_config) + self.cond_stage_model = { + "image": self.encode_image, + "image_unconditional_embedding": self.empty_img_cond, + "text": self.encode_text, + "text_unconditional_embedding": self.empty_text_cond, + "surface": self.encode_surface, + "surface_unconditional_embedding": self.empty_surface_cond, + } + + # 3. diffusion model + self.model = instantiate_from_config( + denoiser_cfg, device=None, dtype=None + ) + + self.optimizer_cfg = optimizer_cfg + + # 4. scheduling strategy + self.scheduler_cfg = scheduler_cfg + + self.noise_scheduler: DDPMScheduler = instantiate_from_config(scheduler_cfg.noise) + self.denoise_scheduler: SchedulerType = instantiate_from_config(scheduler_cfg.denoise) + + # 5. loss configures + self.loss_cfg = loss_cfg + + self.scale_by_std = scale_by_std + if scale_by_std: + self.register_buffer("z_scale_factor", torch.tensor(z_scale_factor)) + else: + self.z_scale_factor = z_scale_factor + + self.ckpt_path = ckpt_path + if ckpt_path is not None: + self.init_from_ckpt(ckpt_path, ignore_keys=ignore_keys) + + def instantiate_first_stage(self, config): + model = instantiate_from_config(config) + self.first_stage_model = model.eval() + self.first_stage_model.train = disabled_train + for param in self.first_stage_model.parameters(): + param.requires_grad = False + + self.first_stage_model = self.first_stage_model.to(self.device) + + # def instantiate_cond_stage(self, config): + # if not self.cond_stage_trainable: + # if config == "__is_first_stage__": + # print("Using first stage also as cond stage.") + # self.cond_stage_model = self.first_stage_model + # elif config == "__is_unconditional__": + # print(f"Training {self.__class__.__name__} as an unconditional model.") + # self.cond_stage_model = None + # # self.be_unconditional = True + # else: + # model = instantiate_from_config(config) + # self.cond_stage_model = model.eval() + # self.cond_stage_model.train = disabled_train + # for param in self.cond_stage_model.parameters(): + # param.requires_grad = False + # else: + # assert config != "__is_first_stage__" + # assert config != "__is_unconditional__" + # model = instantiate_from_config(config) + # self.cond_stage_model = model + + def init_from_ckpt(self, path, ignore_keys=()): + state_dict = torch.load(path, map_location="cpu")["state_dict"] + + keys = list(state_dict.keys()) + for k in keys: + for ik in ignore_keys: + if k.startswith(ik): + print("Deleting key {} from state_dict.".format(k)) + del state_dict[k] + + missing, unexpected = self.load_state_dict(state_dict, strict=False) + print(f"Restored from {path} with {len(missing)} missing and {len(unexpected)} unexpected keys") + if len(missing) > 0: + print(f"Missing Keys: {missing}") + print(f"Unexpected Keys: {unexpected}") + + @property + def zero_rank(self): + if self._trainer: + zero_rank = self.trainer.local_rank == 0 + else: + zero_rank = True + + return zero_rank + + def configure_optimizers(self) -> Tuple[List, List]: + + lr = self.learning_rate + + trainable_parameters = list(self.model.parameters()) + # if the conditional encoder is trainable + + # if self.cond_stage_trainable: + # conditioner_params = [p for p in self.cond_stage_model.parameters() if p.requires_grad] + # trainable_parameters += conditioner_params + # print(f"number of trainable conditional parameters: {len(conditioner_params)}.") + + if self.optimizer_cfg is None: + optimizers = [torch.optim.AdamW(trainable_parameters, lr=lr, betas=(0.9, 0.99), weight_decay=1e-3)] + schedulers = [] + else: + optimizer = instantiate_from_config(self.optimizer_cfg.optimizer, params=trainable_parameters) + scheduler_func = instantiate_from_config( + self.optimizer_cfg.scheduler, + max_decay_steps=self.trainer.max_steps, + lr_max=lr + ) + scheduler = { + "scheduler": lr_scheduler.LambdaLR(optimizer, lr_lambda=scheduler_func.schedule), + "interval": "step", + "frequency": 1 + } + optimizers = [optimizer] + schedulers = [scheduler] + + return optimizers, schedulers + + @torch.no_grad() + def encode_text(self, text): + + b = text.shape[0] + text_tokens = rearrange(text, "b t l -> (b t) l") + text_embed = self.first_stage_model.model.encode_text_embed(text_tokens) + text_embed = rearrange(text_embed, "(b t) d -> b t d", b=b) + text_embed = text_embed.mean(dim=1) + text_embed = text_embed / text_embed.norm(dim=-1, keepdim=True) + + return text_embed + + @torch.no_grad() + def encode_image(self, img): + + return self.first_stage_model.model.encode_image_embed(img) + + @torch.no_grad() + def encode_surface(self, surface): + + return self.first_stage_model.model.encode_shape_embed(surface, return_latents=False) + + @torch.no_grad() + def empty_text_cond(self, cond): + + return torch.zeros_like(cond, device=cond.device) + + @torch.no_grad() + def empty_img_cond(self, cond): + + return torch.zeros_like(cond, device=cond.device) + + @torch.no_grad() + def empty_surface_cond(self, cond): + + return torch.zeros_like(cond, device=cond.device) + + @torch.no_grad() + def encode_first_stage(self, surface: torch.FloatTensor, sample_posterior=True): + + z_q = self.first_stage_model.encode(surface, sample_posterior) + z_q = self.z_scale_factor * z_q + + return z_q + + @torch.no_grad() + def decode_first_stage(self, z_q: torch.FloatTensor, **kwargs): + + z_q = 1. / self.z_scale_factor * z_q + latents = self.first_stage_model.decode(z_q, **kwargs) + return latents + + @rank_zero_only + @torch.no_grad() + def on_train_batch_start(self, batch, batch_idx): + # only for very first batch + if self.scale_by_std and self.current_epoch == 0 and self.global_step == 0 \ + and batch_idx == 0 and self.ckpt_path is None: + # set rescale weight to 1./std of encodings + print("### USING STD-RESCALING ###") + + z_q = self.encode_first_stage(batch[self.first_stage_key]) + z = z_q.detach() + + del self.z_scale_factor + self.register_buffer("z_scale_factor", 1. / z.flatten().std()) + print(f"setting self.z_scale_factor to {self.z_scale_factor}") + + print("### USING STD-RESCALING ###") + + def compute_loss(self, model_outputs, split): + """ + + Args: + model_outputs (dict): + - x_0: + - noise: + - noise_prior: + - noise_pred: + - noise_pred_prior: + + split (str): + + Returns: + + """ + + pred = model_outputs["pred"] + + if self.noise_scheduler.prediction_type == "epsilon": + target = model_outputs["noise"] + elif self.noise_scheduler.prediction_type == "sample": + target = model_outputs["x_0"] + else: + raise NotImplementedError(f"Prediction Type: {self.noise_scheduler.prediction_type} not yet supported.") + + if self.loss_cfg.loss_type == "l1": + simple = F.l1_loss(pred, target, reduction="mean") + elif self.loss_cfg.loss_type in ["mse", "l2"]: + simple = F.mse_loss(pred, target, reduction="mean") + else: + raise NotImplementedError(f"Loss Type: {self.loss_cfg.loss_type} not yet supported.") + + total_loss = simple + + loss_dict = { + f"{split}/total_loss": total_loss.clone().detach(), + f"{split}/simple": simple.detach(), + } + + return total_loss, loss_dict + + def forward(self, batch): + """ + + Args: + batch: + + Returns: + + """ + + if self.first_stage_model is None: + self.instantiate_first_stage(self.first_stage_config) + + latents = self.encode_first_stage(batch[self.first_stage_key]) + + # conditions = self.cond_stage_model.encode(batch[self.cond_stage_key]) + + conditions = self.cond_stage_model[self.cond_stage_key](batch[self.cond_stage_key]).unsqueeze(1) + + mask = torch.rand((len(conditions), 1, 1), device=conditions.device, dtype=conditions.dtype) >= 0.1 + conditions = conditions * mask.to(conditions) + + # Sample noise that we"ll add to the latents + # [batch_size, n_token, latent_dim] + noise = torch.randn_like(latents) + bs = latents.shape[0] + # Sample a random timestep for each motion + timesteps = torch.randint( + 0, + self.noise_scheduler.config.num_train_timesteps, + (bs,), + device=latents.device, + ) + timesteps = timesteps.long() + # Add noise to the latents according to the noise magnitude at each timestep + noisy_z = self.noise_scheduler.add_noise(latents, noise, timesteps) + + # diffusion model forward + noise_pred = self.model(noisy_z, timesteps, conditions) + + diffusion_outputs = { + "x_0": noisy_z, + "noise": noise, + "pred": noise_pred + } + + return diffusion_outputs + + def training_step(self, batch: Dict[str, Union[torch.FloatTensor, List[str]]], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface (torch.FloatTensor): + - image (torch.FloatTensor): if provide, [bs, 3, h, w], item range [0, 1] + - depth (torch.FloatTensor): if provide, [bs, 1, h, w], item range [-1, 1] + - normal (torch.FloatTensor): if provide, [bs, 3, h, w], item range [-1, 1] + - text (list of str): + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + diffusion_outputs = self(batch) + + loss, loss_dict = self.compute_loss(diffusion_outputs, "train") + self.log_dict(loss_dict, prog_bar=True, logger=True, sync_dist=False, rank_zero_only=True) + + return loss + + def validation_step(self, batch: Dict[str, torch.FloatTensor], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface_pc (torch.FloatTensor): [n_pts, 4] + - surface_feats (torch.FloatTensor): [n_pts, c] + - text (list of str): + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + diffusion_outputs = self(batch) + + loss, loss_dict = self.compute_loss(diffusion_outputs, "val") + self.log_dict(loss_dict, prog_bar=True, logger=True, sync_dist=False, rank_zero_only=True) + + return loss + + @torch.no_grad() + def sample(self, + batch: Dict[str, Union[torch.FloatTensor, List[str]]], + sample_times: int = 1, + steps: Optional[int] = None, + guidance_scale: Optional[float] = None, + eta: float = 0.0, + return_intermediates: bool = False, **kwargs): + + if self.first_stage_model is None: + self.instantiate_first_stage(self.first_stage_config) + + if steps is None: + steps = self.scheduler_cfg.num_inference_steps + + if guidance_scale is None: + guidance_scale = self.scheduler_cfg.guidance_scale + do_classifier_free_guidance = guidance_scale > 0 + + # conditional encode + xc = batch[self.cond_stage_key] + # cond = self.cond_stage_model[self.cond_stage_key](xc) + cond = self.cond_stage_model[self.cond_stage_key](xc).unsqueeze(1) + + if do_classifier_free_guidance: + """ + Note: There are two kinds of uncond for text. + 1: using "" as uncond text; (in SAL diffusion) + 2: zeros_like(cond) as uncond text; (in MDM) + """ + # un_cond = self.cond_stage_model.unconditional_embedding(batch_size=len(xc)) + un_cond = self.cond_stage_model[f"{self.cond_stage_key}_unconditional_embedding"](cond) + # un_cond = torch.zeros_like(cond, device=cond.device) + cond = torch.cat([un_cond, cond], dim=0) + + outputs = [] + latents = None + + if not return_intermediates: + for _ in range(sample_times): + sample_loop = ddim_sample( + self.denoise_scheduler, + self.model, + shape=self.first_stage_model.latent_shape, + cond=cond, + steps=steps, + guidance_scale=guidance_scale, + do_classifier_free_guidance=do_classifier_free_guidance, + device=self.device, + eta=eta, + disable_prog=not self.zero_rank + ) + for sample, t in sample_loop: + latents = sample + outputs.append(self.decode_first_stage(latents, **kwargs)) + else: + + sample_loop = ddim_sample( + self.denoise_scheduler, + self.model, + shape=self.first_stage_model.latent_shape, + cond=cond, + steps=steps, + guidance_scale=guidance_scale, + do_classifier_free_guidance=do_classifier_free_guidance, + device=self.device, + eta=eta, + disable_prog=not self.zero_rank + ) + + iter_size = steps // sample_times + i = 0 + for sample, t in sample_loop: + latents = sample + if i % iter_size == 0 or i == steps - 1: + outputs.append(self.decode_first_stage(latents, **kwargs)) + i += 1 + + return outputs diff --git a/primitive_anything/michelangelo/models/asl_diffusion/asl_udt.py b/primitive_anything/michelangelo/models/asl_diffusion/asl_udt.py new file mode 100755 index 0000000..a89dbc5 --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/asl_udt.py @@ -0,0 +1,104 @@ +# -*- coding: utf-8 -*- + +import torch +import torch.nn as nn +from typing import Optional +from diffusers.models.embeddings import Timesteps +import math + +from ..modules.transformer_blocks import MLP +from ..modules.diffusion_transformer import UNetDiffusionTransformer + + +class ConditionalASLUDTDenoiser(nn.Module): + + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + input_channels: int, + output_channels: int, + n_ctx: int, + width: int, + layers: int, + heads: int, + context_dim: int, + context_ln: bool = True, + skip_ln: bool = False, + init_scale: float = 0.25, + flip_sin_to_cos: bool = False, + use_checkpoint: bool = False): + super().__init__() + + self.use_checkpoint = use_checkpoint + + init_scale = init_scale * math.sqrt(1.0 / width) + + self.backbone = UNetDiffusionTransformer( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + layers=layers, + heads=heads, + skip_ln=skip_ln, + init_scale=init_scale, + use_checkpoint=use_checkpoint + ) + self.ln_post = nn.LayerNorm(width, device=device, dtype=dtype) + self.input_proj = nn.Linear(input_channels, width, device=device, dtype=dtype) + self.output_proj = nn.Linear(width, output_channels, device=device, dtype=dtype) + + # timestep embedding + self.time_embed = Timesteps(width, flip_sin_to_cos=flip_sin_to_cos, downscale_freq_shift=0) + self.time_proj = MLP( + device=device, dtype=dtype, width=width, init_scale=init_scale + ) + + self.context_embed = nn.Sequential( + nn.LayerNorm(context_dim, device=device, dtype=dtype), + nn.Linear(context_dim, width, device=device, dtype=dtype), + ) + + if context_ln: + self.context_embed = nn.Sequential( + nn.LayerNorm(context_dim, device=device, dtype=dtype), + nn.Linear(context_dim, width, device=device, dtype=dtype), + ) + else: + self.context_embed = nn.Linear(context_dim, width, device=device, dtype=dtype) + + def forward(self, + model_input: torch.FloatTensor, + timestep: torch.LongTensor, + context: torch.FloatTensor): + + r""" + Args: + model_input (torch.FloatTensor): [bs, n_data, c] + timestep (torch.LongTensor): [bs,] + context (torch.FloatTensor): [bs, context_tokens, c] + + Returns: + sample (torch.FloatTensor): [bs, n_data, c] + + """ + + _, n_data, _ = model_input.shape + + # 1. time + t_emb = self.time_proj(self.time_embed(timestep)).unsqueeze(dim=1) + + # 2. conditions projector + context = self.context_embed(context) + + # 3. denoiser + x = self.input_proj(model_input) + x = torch.cat([t_emb, context, x], dim=1) + x = self.backbone(x) + x = self.ln_post(x) + x = x[:, -n_data:] + sample = self.output_proj(x) + + return sample + + diff --git a/primitive_anything/michelangelo/models/asl_diffusion/base.py b/primitive_anything/michelangelo/models/asl_diffusion/base.py new file mode 100755 index 0000000..a979197 --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/base.py @@ -0,0 +1,13 @@ +# -*- coding: utf-8 -*- + +import torch +import torch.nn as nn + + +class BaseDenoiser(nn.Module): + + def __init__(self): + super().__init__() + + def forward(self, x, t, context): + raise NotImplementedError diff --git a/primitive_anything/michelangelo/models/asl_diffusion/clip_asl_diffuser_pl_module.py b/primitive_anything/michelangelo/models/asl_diffusion/clip_asl_diffuser_pl_module.py new file mode 100755 index 0000000..c8bff3f --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/clip_asl_diffuser_pl_module.py @@ -0,0 +1,393 @@ +# -*- coding: utf-8 -*- + +from omegaconf import DictConfig +from typing import List, Tuple, Dict, Optional, Union + +import torch +import torch.nn as nn +import torch.nn.functional as F +from torch.optim import lr_scheduler +import pytorch_lightning as pl +from pytorch_lightning.utilities import rank_zero_only + +from diffusers.schedulers import ( + DDPMScheduler, + DDIMScheduler, + KarrasVeScheduler, + DPMSolverMultistepScheduler +) + +from ...utils import instantiate_from_config +from ..tsal.tsal_base import AlignedShapeAsLatentPLModule +from .inference_utils import ddim_sample + +SchedulerType = Union[DDIMScheduler, KarrasVeScheduler, DPMSolverMultistepScheduler] + + +def disabled_train(self, mode=True): + """Overwrite model.train with this function to make sure train/eval mode + does not change anymore.""" + return self + + +class ClipASLDiffuser(pl.LightningModule): + first_stage_model: Optional[AlignedShapeAsLatentPLModule] + cond_stage_model: Optional[Union[nn.Module, pl.LightningModule]] + model: nn.Module + + def __init__(self, *, + first_stage_config, + cond_stage_config, + denoiser_cfg, + scheduler_cfg, + optimizer_cfg, + loss_cfg, + first_stage_key: str = "surface", + cond_stage_key: str = "image", + scale_by_std: bool = False, + z_scale_factor: float = 1.0, + ckpt_path: Optional[str] = None, + ignore_keys: Union[Tuple[str], List[str]] = ()): + + super().__init__() + + self.first_stage_key = first_stage_key + self.cond_stage_key = cond_stage_key + + # 1. lazy initialize first stage + self.instantiate_first_stage(first_stage_config) + + # 2. initialize conditional stage + self.instantiate_cond_stage(cond_stage_config) + + # 3. diffusion model + self.model = instantiate_from_config( + denoiser_cfg, device=None, dtype=None + ) + + self.optimizer_cfg = optimizer_cfg + + # 4. scheduling strategy + self.scheduler_cfg = scheduler_cfg + + self.noise_scheduler: DDPMScheduler = instantiate_from_config(scheduler_cfg.noise) + self.denoise_scheduler: SchedulerType = instantiate_from_config(scheduler_cfg.denoise) + + # 5. loss configures + self.loss_cfg = loss_cfg + + self.scale_by_std = scale_by_std + if scale_by_std: + self.register_buffer("z_scale_factor", torch.tensor(z_scale_factor)) + else: + self.z_scale_factor = z_scale_factor + + self.ckpt_path = ckpt_path + if ckpt_path is not None: + self.init_from_ckpt(ckpt_path, ignore_keys=ignore_keys) + + def instantiate_non_trainable_model(self, config): + model = instantiate_from_config(config) + model = model.eval() + model.train = disabled_train + for param in model.parameters(): + param.requires_grad = False + + return model + + def instantiate_first_stage(self, first_stage_config): + self.first_stage_model = self.instantiate_non_trainable_model(first_stage_config) + self.first_stage_model.set_shape_model_only() + + def instantiate_cond_stage(self, cond_stage_config): + self.cond_stage_model = self.instantiate_non_trainable_model(cond_stage_config) + + def init_from_ckpt(self, path, ignore_keys=()): + state_dict = torch.load(path, map_location="cpu")["state_dict"] + + keys = list(state_dict.keys()) + for k in keys: + for ik in ignore_keys: + if k.startswith(ik): + print("Deleting key {} from state_dict.".format(k)) + del state_dict[k] + + missing, unexpected = self.load_state_dict(state_dict, strict=False) + print(f"Restored from {path} with {len(missing)} missing and {len(unexpected)} unexpected keys") + if len(missing) > 0: + print(f"Missing Keys: {missing}") + print(f"Unexpected Keys: {unexpected}") + + @property + def zero_rank(self): + if self._trainer: + zero_rank = self.trainer.local_rank == 0 + else: + zero_rank = True + + return zero_rank + + def configure_optimizers(self) -> Tuple[List, List]: + + lr = self.learning_rate + + trainable_parameters = list(self.model.parameters()) + if self.optimizer_cfg is None: + optimizers = [torch.optim.AdamW(trainable_parameters, lr=lr, betas=(0.9, 0.99), weight_decay=1e-3)] + schedulers = [] + else: + optimizer = instantiate_from_config(self.optimizer_cfg.optimizer, params=trainable_parameters) + scheduler_func = instantiate_from_config( + self.optimizer_cfg.scheduler, + max_decay_steps=self.trainer.max_steps, + lr_max=lr + ) + scheduler = { + "scheduler": lr_scheduler.LambdaLR(optimizer, lr_lambda=scheduler_func.schedule), + "interval": "step", + "frequency": 1 + } + optimizers = [optimizer] + schedulers = [scheduler] + + return optimizers, schedulers + + @torch.no_grad() + def encode_first_stage(self, surface: torch.FloatTensor, sample_posterior=True): + + z_q = self.first_stage_model.encode(surface, sample_posterior) + z_q = self.z_scale_factor * z_q + + return z_q + + @torch.no_grad() + def decode_first_stage(self, z_q: torch.FloatTensor, **kwargs): + + z_q = 1. / self.z_scale_factor * z_q + latents = self.first_stage_model.decode(z_q, **kwargs) + return latents + + @rank_zero_only + @torch.no_grad() + def on_train_batch_start(self, batch, batch_idx): + # only for very first batch + if self.scale_by_std and self.current_epoch == 0 and self.global_step == 0 \ + and batch_idx == 0 and self.ckpt_path is None: + # set rescale weight to 1./std of encodings + print("### USING STD-RESCALING ###") + + z_q = self.encode_first_stage(batch[self.first_stage_key]) + z = z_q.detach() + + del self.z_scale_factor + self.register_buffer("z_scale_factor", 1. / z.flatten().std()) + print(f"setting self.z_scale_factor to {self.z_scale_factor}") + + print("### USING STD-RESCALING ###") + + def compute_loss(self, model_outputs, split): + """ + + Args: + model_outputs (dict): + - x_0: + - noise: + - noise_prior: + - noise_pred: + - noise_pred_prior: + + split (str): + + Returns: + + """ + + pred = model_outputs["pred"] + + if self.noise_scheduler.prediction_type == "epsilon": + target = model_outputs["noise"] + elif self.noise_scheduler.prediction_type == "sample": + target = model_outputs["x_0"] + else: + raise NotImplementedError(f"Prediction Type: {self.noise_scheduler.prediction_type} not yet supported.") + + if self.loss_cfg.loss_type == "l1": + simple = F.l1_loss(pred, target, reduction="mean") + elif self.loss_cfg.loss_type in ["mse", "l2"]: + simple = F.mse_loss(pred, target, reduction="mean") + else: + raise NotImplementedError(f"Loss Type: {self.loss_cfg.loss_type} not yet supported.") + + total_loss = simple + + loss_dict = { + f"{split}/total_loss": total_loss.clone().detach(), + f"{split}/simple": simple.detach(), + } + + return total_loss, loss_dict + + def forward(self, batch): + """ + + Args: + batch: + + Returns: + + """ + + latents = self.encode_first_stage(batch[self.first_stage_key]) + conditions = self.cond_stage_model.encode(batch[self.cond_stage_key]) + + # Sample noise that we"ll add to the latents + # [batch_size, n_token, latent_dim] + noise = torch.randn_like(latents) + bs = latents.shape[0] + # Sample a random timestep for each motion + timesteps = torch.randint( + 0, + self.noise_scheduler.config.num_train_timesteps, + (bs,), + device=latents.device, + ) + timesteps = timesteps.long() + # Add noise to the latents according to the noise magnitude at each timestep + noisy_z = self.noise_scheduler.add_noise(latents, noise, timesteps) + + # diffusion model forward + noise_pred = self.model(noisy_z, timesteps, conditions) + + diffusion_outputs = { + "x_0": noisy_z, + "noise": noise, + "pred": noise_pred + } + + return diffusion_outputs + + def training_step(self, batch: Dict[str, Union[torch.FloatTensor, List[str]]], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface (torch.FloatTensor): + - image (torch.FloatTensor): if provide, [bs, 3, h, w], item range [0, 1] + - depth (torch.FloatTensor): if provide, [bs, 1, h, w], item range [-1, 1] + - normal (torch.FloatTensor): if provide, [bs, 3, h, w], item range [-1, 1] + - text (list of str): + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + diffusion_outputs = self(batch) + + loss, loss_dict = self.compute_loss(diffusion_outputs, "train") + self.log_dict(loss_dict, prog_bar=True, logger=True, sync_dist=False, rank_zero_only=True) + + return loss + + def validation_step(self, batch: Dict[str, torch.FloatTensor], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface_pc (torch.FloatTensor): [n_pts, 4] + - surface_feats (torch.FloatTensor): [n_pts, c] + - text (list of str): + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + diffusion_outputs = self(batch) + + loss, loss_dict = self.compute_loss(diffusion_outputs, "val") + self.log_dict(loss_dict, prog_bar=True, logger=True, sync_dist=False, rank_zero_only=True) + + return loss + + @torch.no_grad() + def sample(self, + batch: Dict[str, Union[torch.FloatTensor, List[str]]], + sample_times: int = 1, + steps: Optional[int] = None, + guidance_scale: Optional[float] = None, + eta: float = 0.0, + return_intermediates: bool = False, **kwargs): + + if steps is None: + steps = self.scheduler_cfg.num_inference_steps + + if guidance_scale is None: + guidance_scale = self.scheduler_cfg.guidance_scale + do_classifier_free_guidance = guidance_scale > 0 + + # conditional encode + xc = batch[self.cond_stage_key] + + # print(self.first_stage_model.device, self.cond_stage_model.device, self.device) + + cond = self.cond_stage_model(xc) + + if do_classifier_free_guidance: + un_cond = self.cond_stage_model.unconditional_embedding(batch_size=len(xc)) + cond = torch.cat([un_cond, cond], dim=0) + + outputs = [] + latents = None + + if not return_intermediates: + for _ in range(sample_times): + sample_loop = ddim_sample( + self.denoise_scheduler, + self.model, + shape=self.first_stage_model.latent_shape, + cond=cond, + steps=steps, + guidance_scale=guidance_scale, + do_classifier_free_guidance=do_classifier_free_guidance, + device=self.device, + eta=eta, + disable_prog=not self.zero_rank + ) + for sample, t in sample_loop: + latents = sample + outputs.append(self.decode_first_stage(latents, **kwargs)) + else: + + sample_loop = ddim_sample( + self.denoise_scheduler, + self.model, + shape=self.first_stage_model.latent_shape, + cond=cond, + steps=steps, + guidance_scale=guidance_scale, + do_classifier_free_guidance=do_classifier_free_guidance, + device=self.device, + eta=eta, + disable_prog=not self.zero_rank + ) + + iter_size = steps // sample_times + i = 0 + for sample, t in sample_loop: + latents = sample + if i % iter_size == 0 or i == steps - 1: + outputs.append(self.decode_first_stage(latents, **kwargs)) + i += 1 + + return outputs diff --git a/primitive_anything/michelangelo/models/asl_diffusion/inference_utils.py b/primitive_anything/michelangelo/models/asl_diffusion/inference_utils.py new file mode 100755 index 0000000..967d5c5 --- /dev/null +++ b/primitive_anything/michelangelo/models/asl_diffusion/inference_utils.py @@ -0,0 +1,80 @@ +# -*- coding: utf-8 -*- + +import torch +from tqdm import tqdm +from typing import Tuple, List, Union, Optional +from diffusers.schedulers import DDIMScheduler + + +__all__ = ["ddim_sample"] + + +def ddim_sample(ddim_scheduler: DDIMScheduler, + diffusion_model: torch.nn.Module, + shape: Union[List[int], Tuple[int]], + cond: torch.FloatTensor, + steps: int, + eta: float = 0.0, + guidance_scale: float = 3.0, + do_classifier_free_guidance: bool = True, + generator: Optional[torch.Generator] = None, + device: torch.device = "cuda:0", + disable_prog: bool = True): + + assert steps > 0, f"{steps} must > 0." + + # init latents + bsz = cond.shape[0] + if do_classifier_free_guidance: + bsz = bsz // 2 + + latents = torch.randn( + (bsz, *shape), + generator=generator, + device=cond.device, + dtype=cond.dtype, + ) + # scale the initial noise by the standard deviation required by the scheduler + latents = latents * ddim_scheduler.init_noise_sigma + # set timesteps + ddim_scheduler.set_timesteps(steps) + timesteps = ddim_scheduler.timesteps.to(device) + # prepare extra kwargs for the scheduler step, since not all schedulers have the same signature + # eta (η) is only used with the DDIMScheduler, and between [0, 1] + extra_step_kwargs = { + "eta": eta, + "generator": generator + } + + # reverse + for i, t in enumerate(tqdm(timesteps, disable=disable_prog, desc="DDIM Sampling:", leave=False)): + # expand the latents if we are doing classifier free guidance + latent_model_input = ( + torch.cat([latents] * 2) + if do_classifier_free_guidance + else latents + ) + # latent_model_input = scheduler.scale_model_input(latent_model_input, t) + # predict the noise residual + timestep_tensor = torch.tensor([t], dtype=torch.long, device=device) + timestep_tensor = timestep_tensor.expand(latent_model_input.shape[0]) + noise_pred = diffusion_model.forward(latent_model_input, timestep_tensor, cond) + + # perform guidance + if do_classifier_free_guidance: + noise_pred_uncond, noise_pred_text = noise_pred.chunk(2) + noise_pred = noise_pred_uncond + guidance_scale * ( + noise_pred_text - noise_pred_uncond + ) + # text_embeddings_for_guidance = encoder_hidden_states.chunk( + # 2)[1] if do_classifier_free_guidance else encoder_hidden_states + # compute the previous noisy sample x_t -> x_t-1 + latents = ddim_scheduler.step( + noise_pred, t, latents, **extra_step_kwargs + ).prev_sample + + yield latents, t + + +def karra_sample(): + pass diff --git a/primitive_anything/michelangelo/models/conditional_encoders/__init__.py b/primitive_anything/michelangelo/models/conditional_encoders/__init__.py new file mode 100755 index 0000000..f644ce0 --- /dev/null +++ b/primitive_anything/michelangelo/models/conditional_encoders/__init__.py @@ -0,0 +1,3 @@ +# -*- coding: utf-8 -*- + +from .clip import CLIPEncoder diff --git a/primitive_anything/michelangelo/models/conditional_encoders/clip.py b/primitive_anything/michelangelo/models/conditional_encoders/clip.py new file mode 100755 index 0000000..099b237 --- /dev/null +++ b/primitive_anything/michelangelo/models/conditional_encoders/clip.py @@ -0,0 +1,89 @@ +# -*- coding: utf-8 -*- + +import torch +import numpy as np +from PIL import Image +from dataclasses import dataclass +from torchvision.transforms import Normalize +from transformers import CLIPModel, CLIPTokenizer +from transformers.utils import ModelOutput +from typing import Iterable, Optional, Union, List + + +ImageType = Union[np.ndarray, torch.Tensor, Image.Image] + + +@dataclass +class CLIPEmbedOutput(ModelOutput): + last_hidden_state: torch.FloatTensor = None + pooler_output: torch.FloatTensor = None + embeds: torch.FloatTensor = None + + +class CLIPEncoder(torch.nn.Module): + + def __init__(self, model_path="openai/clip-vit-base-patch32"): + + super().__init__() + + # Load the CLIP model and processor + self.model: CLIPModel = CLIPModel.from_pretrained(model_path) + self.tokenizer = CLIPTokenizer.from_pretrained(model_path) + self.image_preprocess = Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]) + + self.model.training = False + for p in self.model.parameters(): + p.requires_grad = False + + @torch.no_grad() + def encode_image(self, images: Iterable[Optional[ImageType]]): + pixel_values = self.image_preprocess(images) + + vision_outputs = self.model.vision_model(pixel_values=pixel_values) + + pooler_output = vision_outputs[1] # pooled_output + image_features = self.model.visual_projection(pooler_output) + + visual_embeds = CLIPEmbedOutput( + last_hidden_state=vision_outputs.last_hidden_state, + pooler_output=pooler_output, + embeds=image_features + ) + + return visual_embeds + + @torch.no_grad() + def encode_text(self, texts: List[str]): + text_inputs = self.tokenizer(texts, padding=True, return_tensors="pt") + + text_outputs = self.model.text_model(input_ids=text_inputs) + + pooler_output = text_outputs[1] # pooled_output + text_features = self.model.text_projection(pooler_output) + + text_embeds = CLIPEmbedOutput( + last_hidden_state=text_outputs.last_hidden_state, + pooler_output=pooler_output, + embeds=text_features + ) + + return text_embeds + + def forward(self, + images: Iterable[Optional[ImageType]], + texts: List[str]): + + visual_embeds = self.encode_image(images) + text_embeds = self.encode_text(texts) + + return visual_embeds, text_embeds + + + + + + + + + + diff --git a/primitive_anything/michelangelo/models/conditional_encoders/encoder_factory.py b/primitive_anything/michelangelo/models/conditional_encoders/encoder_factory.py new file mode 100755 index 0000000..0556f11 --- /dev/null +++ b/primitive_anything/michelangelo/models/conditional_encoders/encoder_factory.py @@ -0,0 +1,562 @@ +# -*- coding: utf-8 -*- +import os + +import torch +import torch.nn as nn +from torchvision import transforms +from transformers import CLIPModel, CLIPTokenizer +from collections import OrderedDict + +from ...data.transforms import RandomResize + + +class AbstractEncoder(nn.Module): + embedding_dim: int + + def __init__(self): + super().__init__() + + def encode(self, *args, **kwargs): + raise NotImplementedError + + +class ClassEmbedder(nn.Module): + def __init__(self, embed_dim, n_classes=1000, key="class"): + super().__init__() + self.key = key + self.embedding = nn.Embedding(n_classes, embed_dim) + + def forward(self, batch, key=None): + if key is None: + key = self.key + # this is for use in crossattn + c = batch[key][:, None] + c = self.embedding(c) + return c + + +class FrozenCLIPTextEmbedder(AbstractEncoder): + """Uses the CLIP transformer encoder for text (from Hugging Face)""" + + def __init__( + self, + version="openai/clip-vit-large-patch14", + tokenizer_version=None, + device="cuda", + max_length=77, + zero_embedding_radio: float = 0.1, + ): + super().__init__() + self.tokenizer = CLIPTokenizer.from_pretrained(tokenizer_version or version) + + self.device = device + self.max_length = max_length + self.zero_embedding_radio = zero_embedding_radio + + self.clip_dict = OrderedDict() + self.clip_name = os.path.split(version)[-1] + + transformer = CLIPModel.from_pretrained(version).text_model + + for param in transformer.parameters(): + param.requires_grad = False + self.clip_dict[self.clip_name] = transformer + + self._move_flag = False + + @property + def clip(self): + return self.clip_dict[self.clip_name] + + def move(self): + if self._move_flag: + return + + self.clip_dict[self.clip_name] = self.clip_dict[self.clip_name].to(self.device) + self._move_flag = True + + def unconditional_embedding(self, batch_size): + empty_text = [""] * batch_size + empty_z = self.forward(empty_text) + return empty_z + + def forward(self, text): + self.move() + + batch_encoding = self.tokenizer( + text, + truncation=True, + max_length=self.max_length, + return_length=True, + return_overflowing_tokens=False, + padding="max_length", + return_tensors="pt", + ) + + tokens = batch_encoding["input_ids"].to(self.device) + outputs = self.clip(input_ids=tokens) + + z = outputs.last_hidden_state + return z + + def encode(self, text): + batch_size = len(text) + batch_mask = torch.rand((batch_size,)) + for i in range(batch_size): + if batch_mask[i] < self.zero_embedding_radio: + text[i] = "" + + return self(text) + +class FrozenAlignedCLIPTextEmbedder(AbstractEncoder): + """Uses the CLIP transformer encoder for text (from Hugging Face)""" + + def __init__( + self, + version="openai/clip-vit-large-patch14", + tokenizer_version=None, + device="cuda", + max_length=77, + zero_embedding_radio: float = 0.1, + ): + super().__init__() + self.tokenizer = CLIPTokenizer.from_pretrained(tokenizer_version or version) + + self.device = device + self.max_length = max_length + self.zero_embedding_radio = zero_embedding_radio + + self.clip_dict = OrderedDict() + self.clip_name = os.path.split(version)[-1] + + transformer = CLIPModel.from_pretrained(version).text_model + + for param in transformer.parameters(): + param.requires_grad = False + self.clip_dict[self.clip_name] = transformer + + self._move_flag = False + + @property + def clip(self): + return self.clip_dict[self.clip_name] + + def move(self): + if self._move_flag: + return + + self.clip_dict[self.clip_name] = self.clip_dict[self.clip_name].to(self.device) + self._move_flag = True + + def unconditional_embedding(self, batch_size): + empty_text = [""] * batch_size + empty_z = self.forward(empty_text) + return empty_z + + def forward(self, text): + self.move() + + batch_encoding = self.tokenizer( + text, + truncation=True, + max_length=self.max_length, + return_length=True, + return_overflowing_tokens=False, + padding="max_length", + return_tensors="pt", + ) + + tokens = batch_encoding["input_ids"].to(self.device) + outputs = self.clip(input_ids=tokens) + + z = outputs.last_hidden_state + return z + + def encode(self, text): + batch_size = len(text) + batch_mask = torch.rand((batch_size,)) + for i in range(batch_size): + if batch_mask[i] < self.zero_embedding_radio: + text[i] = "" + + return self(text) + + +class FrozenCLIPImageEmbedder(AbstractEncoder): + """Uses the CLIP transformer encoder for text (from Hugging Face)""" + + def __init__( + self, + version="openai/clip-vit-large-patch14", + device="cuda", + zero_embedding_radio=0.1, + normalize_embedding=True, + num_projection_vector=0, + linear_mapping_bias=True, + reverse_visual_projection=False, + ): + super().__init__() + + self.device = device + + self.clip_dict = OrderedDict() + self.clip_name = os.path.split(version)[-1] + + clip_model = CLIPModel.from_pretrained(version) + clip_model.text_model = None + clip_model.text_projection = None + clip_model = clip_model.eval() + for param in self.parameters(): + param.requires_grad = False + self.clip_dict[self.clip_name] = clip_model + + self.transform = transforms.Compose( + [ + transforms.Resize(224, transforms.InterpolationMode.BICUBIC, antialias=True), + transforms.CenterCrop(224), # crop a (224, 224) square + transforms.Normalize( + mean=[0.48145466, 0.4578275, 0.40821073], + std=[0.26862954, 0.26130258, 0.27577711], + ), + ] + ) + self.zero_embedding_radio = zero_embedding_radio + + self.num_projection_vector = num_projection_vector + self.reverse_visual_projection = reverse_visual_projection + self.normalize_embedding = normalize_embedding + + embedding_dim = ( + clip_model.visual_projection.in_features + if reverse_visual_projection + else clip_model.visual_projection.out_features + ) + self.embedding_dim = embedding_dim + if self.num_projection_vector > 0: + self.projection = nn.Linear( + embedding_dim, + clip_model.visual_projection.out_features * num_projection_vector, + bias=linear_mapping_bias, + ) + nn.init.normal_(self.projection.weight, std=embedding_dim ** -0.5) + + self._move_flag = False + + @property + def clip(self): + return self.clip_dict[self.clip_name] + + def unconditional_embedding(self, batch_size): + zero = torch.zeros( + batch_size, + 1, + self.embedding_dim, + device=self.device, + dtype=self.clip.visual_projection.weight.dtype, + ) + if self.num_projection_vector > 0: + zero = self.projection(zero).view(batch_size, self.num_projection_vector, -1) + return zero + + def forward(self, image, value_range=(-1, 1), zero_embedding_radio=0): + if value_range is not None: + low, high = value_range + image = (image - low) / (high - low) + + image = image.to(self.device, dtype=self.clip.visual_projection.weight.dtype) + + if self.reverse_visual_projection: + z = self.clip.vision_model(self.transform(image))[1] + else: + z = self.clip.get_image_features(self.transform(image)) + + if self.normalize_embedding: + z = z / z.norm(dim=-1, keepdim=True) + if z.ndim == 2: + z = z.unsqueeze(dim=-2) + + if zero_embedding_radio > 0: + mask = torch.rand((len(image), 1, 1), device=z.device, dtype=z.dtype) < zero_embedding_radio + z = z * mask.to(z) + + if self.num_projection_vector > 0: + z = self.projection(z).view(len(image), self.num_projection_vector, -1) + + return z + + def move(self): + if self._move_flag: + return + + self.clip_dict[self.clip_name] = self.clip_dict[self.clip_name].to(self.device) + self._move_flag = True + + def encode(self, image): + self.move() + return self(image, zero_embedding_radio=self.zero_embedding_radio) + + +class FrozenCLIPImageGridEmbedder(AbstractEncoder): + + def __init__( + self, + version="openai/clip-vit-large-patch14", + device="cuda", + zero_embedding_radio=0.1, + ): + super().__init__() + + self.device = device + + self.clip_dict = OrderedDict() + self.clip_name = os.path.split(version)[-1] + + clip_model: CLIPModel = CLIPModel.from_pretrained(version) + clip_model.text_model = None + clip_model.text_projection = None + clip_model = clip_model.eval() + for param in self.parameters(): + param.requires_grad = False + self.clip_dict[self.clip_name] = clip_model + + self.transform = transforms.Compose( + [ + transforms.Resize(224, transforms.InterpolationMode.BILINEAR, antialias=True), + transforms.CenterCrop(224), # crop a (224, 224) square + transforms.Normalize( + mean=[0.48145466, 0.4578275, 0.40821073], + std=[0.26862954, 0.26130258, 0.27577711], + ), + ] + ) + self.zero_embedding_radio = zero_embedding_radio + self.embedding_dim = clip_model.vision_embed_dim + + self._move_flag = False + + @property + def clip(self): + return self.clip_dict[self.clip_name] + + def move(self): + if self._move_flag: + return + + self.clip_dict[self.clip_name] = self.clip_dict[self.clip_name].to(self.device) + self._move_flag = True + + def unconditional_embedding(self, batch_size): + zero = torch.zeros( + batch_size, + self.clip.vision_model.embeddings.num_positions, + self.embedding_dim, + device=self.device, + dtype=self.clip.visual_projection.weight.dtype, + ) + return zero + + def forward(self, image, value_range=(-1, 1), zero_embedding_radio=0): + self.move() + + if value_range is not None: + low, high = value_range + image = (image - low) / (high - low) + + image = image.to(self.device, dtype=self.clip.visual_projection.weight.dtype) + + z = self.clip.vision_model(self.transform(image)).last_hidden_state + + if zero_embedding_radio > 0: + mask = torch.rand((len(image), 1, 1), device=z.device, dtype=z.dtype) >= zero_embedding_radio + z = z * mask.to(z) + + return z + + def encode(self, image): + return self(image, zero_embedding_radio=self.zero_embedding_radio) + + +class MoECLIPImageEncoder(nn.Module): + def __init__( + self, + versions, + hidden_state_dim, + num_projection_vector=8, + zero_embedding_radio=0.1, + device="cuda", + precision="fp16", + normalize=False, + clip_max=0, + transform_type="base", + argument_p=0.2, + ): + super().__init__() + + self.device = torch.device(device) + self.hidden_state_dim = hidden_state_dim + self.zero_embedding_radio = zero_embedding_radio + self.num_projection_vector = num_projection_vector + self.dtype = dict(fp16=torch.float16, fp32=torch.float32, bf16=torch.bfloat16)[precision] + self.normalize = normalize + self.clip_max = clip_max + + if transform_type == "base": + self.transform = transforms.Compose( + [ + transforms.Resize(224, transforms.InterpolationMode.BICUBIC, antialias=True), + transforms.CenterCrop(224), # crop a (224, 224) square + transforms.Normalize( + mean=[0.48145466, 0.4578275, 0.40821073], + std=[0.26862954, 0.26130258, 0.27577711], + ), + ] + ) + elif transform_type == "crop_blur_resize": + self.transform = transforms.Compose( + [ + transforms.Resize(224, transforms.InterpolationMode.BICUBIC, antialias=True), + transforms.CenterCrop(224), # crop a (224, 224) square + transforms.RandomApply( + transforms=[ + transforms.RandomResizedCrop( + size=224, + scale=(0.8, 1.0), + ratio=(0.99, 1.01), + interpolation=transforms.InterpolationMode.BICUBIC, + ), + ], + p=argument_p, + ), + transforms.RandomApply( + transforms=[ + transforms.GaussianBlur(kernel_size=9, sigma=(0.1, 5)), + ], + p=argument_p, + ), + transforms.RandomApply( + transforms=[ + RandomResize(size=224, resize_radio=(0.2, 1)), + ], + p=argument_p, + ), + transforms.Normalize( + mean=[0.48145466, 0.4578275, 0.40821073], + std=[0.26862954, 0.26130258, 0.27577711], + ), + ] + ) + else: + raise ValueError(f"invalid {transform_type=}") + + if isinstance(versions, str): + versions = (versions,) + + # 如果直接把clips定位为当前类的子module，1. 会在保存ckp时存无用的多个权重。 2. pl会调用to，导致layer_norm的权重也被转换成fp16 + clips = OrderedDict() + + for v in versions: + # 因为clips不是子module，直接指定device="cuda"会错误地导致clip模型权重都被放到cuda:0上。 + clips[v], _ = clip.load(name=v, device="cpu", jit=False, download_root=None) + delattr(clips[v], "transformer") + clips[v].eval() + clips[v].requires_grad_(False) + + self.clips_hidden_dim = sum(clips[v].ln_final.weight.size(0) for v in clips) + + if self.num_projection_vector == 0: + self.projection = nn.Identity() + else: + self.projection = nn.Linear(self.clips_hidden_dim, hidden_state_dim * self.num_projection_vector, bias=True) + self.projection.to(dtype=self.dtype) + nn.init.normal_(self.projection.weight, std=self.clips_hidden_dim ** -0.5) + + self.clips = clips + + self._move_flag = False + + def move(self): + if self._move_flag: + return + + def convert_weights(model: nn.Module): + """Convert applicable model parameters to fp16""" + + def _convert_weights_to_fp16(l): + if isinstance(l, (nn.Conv1d, nn.Conv2d, nn.Linear)): + l.weight.data = l.weight.data.type(self.dtype) + if l.bias is not None: + l.bias.data = l.bias.data.type(self.dtype) + + if isinstance(l, nn.MultiheadAttention): + for attr in [ + *[f"{s}_proj_weight" for s in ["in", "q", "k", "v"]], + "in_proj_bias", + "bias_k", + "bias_v", + ]: + tensor = getattr(l, attr) + if tensor is not None: + tensor.data = tensor.data.type(self.dtype) + + for name in ["text_projection", "proj"]: + if hasattr(l, name): + attr = getattr(l, name) + if attr is not None: + attr.data = attr.data.type(self.dtype) + + model.apply(_convert_weights_to_fp16) + + for k in self.clips: + self.clips[k].to(self.device) + convert_weights(self.clips[k]) # fp32 -> self.dtype + self._move_flag = True + + def unconditional_embedding(self, batch_size=None): + zero = torch.zeros( + batch_size, + self.clips_hidden_dim, + device=self.device, + dtype=self.dtype, + ) + if self.num_projection_vector > 0: + zero = self.projection(zero).view(batch_size, self.num_projection_vector, -1) + return zero + + def convert_embedding(self, z): + if self.num_projection_vector > 0: + z = self.projection(z.type(self.projection.weight.dtype)).view(len(z), self.num_projection_vector, -1) + return z + + def forward(self, image, value_range=(-1, 1), zero_embedding_radio=0): + if value_range is not None: + low, high = value_range + image = (image - low) / (high - low) + + image = self.transform(image) + + with torch.no_grad(): + embs = [] + for v in self.clips: + x = self.clips[v].encode_image(image) + if self.normalize: + x = x / x.norm(p=2, dim=-1, keepdim=True) * (x.size(-1) ** 0.5) + # clip_max only works with normalization + if self.clip_max > 0: + x = x.clamp(-self.clip_max, self.clip_max) + embs.append(x) + + z = torch.cat(embs, dim=-1) + if self.normalize: + z /= z.size(-1) ** 0.5 + + if zero_embedding_radio > 0: + mask = torch.rand((len(image), 1, 1), device=z.device, dtype=z.dtype) >= zero_embedding_radio + z = z + mask.to(z) + + if self.num_projection_vector > 0: + z = self.projection(z).view(len(image), self.num_projection_vector, -1) + return z + + def encode(self, image): + self.move() + return self(image, zero_embedding_radio=self.zero_embedding_radio) diff --git a/primitive_anything/michelangelo/models/modules/__init__.py b/primitive_anything/michelangelo/models/modules/__init__.py new file mode 100755 index 0000000..0729b49 --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/__init__.py @@ -0,0 +1,3 @@ +# -*- coding: utf-8 -*- + +from .checkpoint import checkpoint diff --git a/primitive_anything/michelangelo/models/modules/checkpoint.py b/primitive_anything/michelangelo/models/modules/checkpoint.py new file mode 100755 index 0000000..4fef818 --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/checkpoint.py @@ -0,0 +1,69 @@ +# -*- coding: utf-8 -*- +""" +Adapted from: https://github.com/openai/guided-diffusion/blob/22e0df8183507e13a7813f8d38d51b072ca1e67c/guided_diffusion/nn.py#L124 +""" + +import torch +from typing import Callable, Iterable, Sequence, Union + + +def checkpoint( + func: Callable[..., Union[torch.Tensor, Sequence[torch.Tensor]]], + inputs: Sequence[torch.Tensor], + params: Iterable[torch.Tensor], + flag: bool, + use_deepspeed: bool = False +): + """ + Evaluate a function without caching intermediate activations, allowing for + reduced memory at the expense of extra compute in the backward pass. + :param func: the function to evaluate. + :param inputs: the argument sequence to pass to `func`. + :param params: a sequence of parameters `func` depends on but does not + explicitly take as arguments. + :param flag: if False, disable gradient checkpointing. + :param use_deepspeed: if True, use deepspeed + """ + if flag: + if use_deepspeed: + import deepspeed + return deepspeed.checkpointing.checkpoint(func, *inputs) + + args = tuple(inputs) + tuple(params) + return CheckpointFunction.apply(func, len(inputs), *args) + else: + return func(*inputs) + + +class CheckpointFunction(torch.autograd.Function): + @staticmethod + @torch.cuda.amp.custom_fwd + def forward(ctx, run_function, length, *args): + ctx.run_function = run_function + ctx.input_tensors = list(args[:length]) + ctx.input_params = list(args[length:]) + + with torch.no_grad(): + output_tensors = ctx.run_function(*ctx.input_tensors) + return output_tensors + + @staticmethod + @torch.cuda.amp.custom_bwd + def backward(ctx, *output_grads): + ctx.input_tensors = [x.detach().requires_grad_(True) for x in ctx.input_tensors] + with torch.enable_grad(): + # Fixes a bug where the first op in run_function modifies the + # Tensor storage in place, which is not allowed for detach()'d + # Tensors. + shallow_copies = [x.view_as(x) for x in ctx.input_tensors] + output_tensors = ctx.run_function(*shallow_copies) + input_grads = torch.autograd.grad( + output_tensors, + ctx.input_tensors + ctx.input_params, + output_grads, + allow_unused=True, + ) + del ctx.input_tensors + del ctx.input_params + del output_tensors + return (None, None) + input_grads diff --git a/primitive_anything/michelangelo/models/modules/diffusion_transformer.py b/primitive_anything/michelangelo/models/modules/diffusion_transformer.py new file mode 100755 index 0000000..7efa7df --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/diffusion_transformer.py @@ -0,0 +1,218 @@ +# -*- coding: utf-8 -*- + +import math +import torch +import torch.nn as nn +from typing import Optional + +from .checkpoint import checkpoint +from .transformer_blocks import ( + init_linear, + MLP, + MultiheadCrossAttention, + MultiheadAttention, + ResidualAttentionBlock +) + + +class AdaLayerNorm(nn.Module): + def __init__(self, + device: torch.device, + dtype: torch.dtype, + width: int): + + super().__init__() + + self.silu = nn.SiLU(inplace=True) + self.linear = nn.Linear(width, width * 2, device=device, dtype=dtype) + self.layernorm = nn.LayerNorm(width, elementwise_affine=False, device=device, dtype=dtype) + + def forward(self, x, timestep): + emb = self.linear(timestep) + scale, shift = torch.chunk(emb, 2, dim=2) + x = self.layernorm(x) * (1 + scale) + shift + return x + + +class DitBlock(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + n_ctx: int, + width: int, + heads: int, + context_dim: int, + qkv_bias: bool = False, + init_scale: float = 1.0, + use_checkpoint: bool = False + ): + super().__init__() + + self.use_checkpoint = use_checkpoint + + self.attn = MultiheadAttention( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias + ) + self.ln_1 = AdaLayerNorm(device, dtype, width) + + if context_dim is not None: + self.ln_2 = AdaLayerNorm(device, dtype, width) + self.cross_attn = MultiheadCrossAttention( + device=device, + dtype=dtype, + width=width, + heads=heads, + data_width=context_dim, + init_scale=init_scale, + qkv_bias=qkv_bias + ) + + self.mlp = MLP(device=device, dtype=dtype, width=width, init_scale=init_scale) + self.ln_3 = AdaLayerNorm(device, dtype, width) + + def forward(self, x: torch.Tensor, t: torch.Tensor, context: Optional[torch.Tensor] = None): + return checkpoint(self._forward, (x, t, context), self.parameters(), self.use_checkpoint) + + def _forward(self, x: torch.Tensor, t: torch.Tensor, context: Optional[torch.Tensor] = None): + x = x + self.attn(self.ln_1(x, t)) + if context is not None: + x = x + self.cross_attn(self.ln_2(x, t), context) + x = x + self.mlp(self.ln_3(x, t)) + return x + + +class DiT(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_ctx: int, + width: int, + layers: int, + heads: int, + context_dim: int, + init_scale: float = 0.25, + qkv_bias: bool = False, + use_checkpoint: bool = False + ): + super().__init__() + self.n_ctx = n_ctx + self.width = width + self.layers = layers + + self.resblocks = nn.ModuleList( + [ + DitBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + context_dim=context_dim, + qkv_bias=qkv_bias, + init_scale=init_scale, + use_checkpoint=use_checkpoint + ) + for _ in range(layers) + ] + ) + + def forward(self, x: torch.Tensor, t: torch.Tensor, context: Optional[torch.Tensor] = None): + for block in self.resblocks: + x = block(x, t, context) + return x + + +class UNetDiffusionTransformer(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_ctx: int, + width: int, + layers: int, + heads: int, + init_scale: float = 0.25, + qkv_bias: bool = False, + skip_ln: bool = False, + use_checkpoint: bool = False + ): + super().__init__() + + self.n_ctx = n_ctx + self.width = width + self.layers = layers + + self.encoder = nn.ModuleList() + for _ in range(layers): + resblock = ResidualAttentionBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + use_checkpoint=use_checkpoint + ) + self.encoder.append(resblock) + + self.middle_block = ResidualAttentionBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + use_checkpoint=use_checkpoint + ) + + self.decoder = nn.ModuleList() + for _ in range(layers): + resblock = ResidualAttentionBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + use_checkpoint=use_checkpoint + ) + linear = nn.Linear(width * 2, width, device=device, dtype=dtype) + init_linear(linear, init_scale) + + layer_norm = nn.LayerNorm(width, device=device, dtype=dtype) if skip_ln else None + + self.decoder.append(nn.ModuleList([resblock, linear, layer_norm])) + + def forward(self, x: torch.Tensor): + + enc_outputs = [] + for block in self.encoder: + x = block(x) + enc_outputs.append(x) + + x = self.middle_block(x) + + for i, (resblock, linear, layer_norm) in enumerate(self.decoder): + x = torch.cat([enc_outputs.pop(), x], dim=-1) + x = linear(x) + + if layer_norm is not None: + x = layer_norm(x) + + x = resblock(x) + + return x diff --git a/primitive_anything/michelangelo/models/modules/distributions.py b/primitive_anything/michelangelo/models/modules/distributions.py new file mode 100755 index 0000000..cf1cdcd --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/distributions.py @@ -0,0 +1,100 @@ +import torch +import numpy as np +from typing import Union, List + + +class AbstractDistribution(object): + def sample(self): + raise NotImplementedError() + + def mode(self): + raise NotImplementedError() + + +class DiracDistribution(AbstractDistribution): + def __init__(self, value): + self.value = value + + def sample(self): + return self.value + + def mode(self): + return self.value + + +class DiagonalGaussianDistribution(object): + def __init__(self, parameters: Union[torch.Tensor, List[torch.Tensor]], deterministic=False, feat_dim=1): + self.feat_dim = feat_dim + self.parameters = parameters + + if isinstance(parameters, list): + self.mean = parameters[0] + self.logvar = parameters[1] + else: + self.mean, self.logvar = torch.chunk(parameters, 2, dim=feat_dim) + + self.logvar = torch.clamp(self.logvar, -30.0, 20.0) + self.deterministic = deterministic + self.std = torch.exp(0.5 * self.logvar) + self.var = torch.exp(self.logvar) + if self.deterministic: + self.var = self.std = torch.zeros_like(self.mean) + + def sample(self): + x = self.mean + self.std * torch.randn_like(self.mean) + return x + + def kl(self, other=None, dims=(1, 2, 3)): + if self.deterministic: + return torch.Tensor([0.]) + else: + if other is None: + return 0.5 * torch.mean(torch.pow(self.mean, 2) + + self.var - 1.0 - self.logvar, + dim=dims) + else: + return 0.5 * torch.mean( + torch.pow(self.mean - other.mean, 2) / other.var + + self.var / other.var - 1.0 - self.logvar + other.logvar, + dim=dims) + + def nll(self, sample, dims=(1, 2, 3)): + if self.deterministic: + return torch.Tensor([0.]) + logtwopi = np.log(2.0 * np.pi) + return 0.5 * torch.sum( + logtwopi + self.logvar + torch.pow(sample - self.mean, 2) / self.var, + dim=dims) + + def mode(self): + return self.mean + + +def normal_kl(mean1, logvar1, mean2, logvar2): + """ + source: https://github.com/openai/guided-diffusion/blob/27c20a8fab9cb472df5d6bdd6c8d11c8f430b924/guided_diffusion/losses.py#L12 + Compute the KL divergence between two gaussians. + Shapes are automatically broadcasted, so batches can be compared to + scalars, among other use cases. + """ + tensor = None + for obj in (mean1, logvar1, mean2, logvar2): + if isinstance(obj, torch.Tensor): + tensor = obj + break + assert tensor is not None, "at least one argument must be a Tensor" + + # Force variances to be Tensors. Broadcasting helps convert scalars to + # Tensors, but it does not work for torch.exp(). + logvar1, logvar2 = [ + x if isinstance(x, torch.Tensor) else torch.tensor(x).to(tensor) + for x in (logvar1, logvar2) + ] + + return 0.5 * ( + -1.0 + + logvar2 + - logvar1 + + torch.exp(logvar1 - logvar2) + + ((mean1 - mean2) ** 2) * torch.exp(-logvar2) + ) diff --git a/primitive_anything/michelangelo/models/modules/embedder.py b/primitive_anything/michelangelo/models/modules/embedder.py new file mode 100755 index 0000000..223de82 --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/embedder.py @@ -0,0 +1,213 @@ +# -*- coding: utf-8 -*- + +import numpy as np +import torch +import torch.nn as nn +import math + +VALID_EMBED_TYPES = ["identity", "fourier", "hashgrid", "sphere_harmonic", "triplane_fourier"] + + +class FourierEmbedder(nn.Module): + """The sin/cosine positional embedding. Given an input tensor `x` of shape [n_batch, ..., c_dim], it converts + each feature dimension of `x[..., i]` into: + [ + sin(x[..., i]), + sin(f_1*x[..., i]), + sin(f_2*x[..., i]), + ... + sin(f_N * x[..., i]), + cos(x[..., i]), + cos(f_1*x[..., i]), + cos(f_2*x[..., i]), + ... + cos(f_N * x[..., i]), + x[..., i] # only present if include_input is True. + ], here f_i is the frequency. + + Denote the space is [0 / num_freqs, 1 / num_freqs, 2 / num_freqs, 3 / num_freqs, ..., (num_freqs - 1) / num_freqs]. + If logspace is True, then the frequency f_i is [2^(0 / num_freqs), ..., 2^(i / num_freqs), ...]; + Otherwise, the frequencies are linearly spaced between [1.0, 2^(num_freqs - 1)]. + + Args: + num_freqs (int): the number of frequencies, default is 6; + logspace (bool): If logspace is True, then the frequency f_i is [..., 2^(i / num_freqs), ...], + otherwise, the frequencies are linearly spaced between [1.0, 2^(num_freqs - 1)]; + input_dim (int): the input dimension, default is 3; + include_input (bool): include the input tensor or not, default is True. + + Attributes: + frequencies (torch.Tensor): If logspace is True, then the frequency f_i is [..., 2^(i / num_freqs), ...], + otherwise, the frequencies are linearly spaced between [1.0, 2^(num_freqs - 1); + + out_dim (int): the embedding size, if include_input is True, it is input_dim * (num_freqs * 2 + 1), + otherwise, it is input_dim * num_freqs * 2. + + """ + + def __init__(self, + num_freqs: int = 6, + logspace: bool = True, + input_dim: int = 3, + include_input: bool = True, + include_pi: bool = True) -> None: + + """The initialization""" + + super().__init__() + + if logspace: + frequencies = 2.0 ** torch.arange( + num_freqs, + dtype=torch.float32 + ) + else: + frequencies = torch.linspace( + 1.0, + 2.0 ** (num_freqs - 1), + num_freqs, + dtype=torch.float32 + ) + + if include_pi: + frequencies *= torch.pi + + self.register_buffer("frequencies", frequencies, persistent=False) + self.include_input = include_input + self.num_freqs = num_freqs + + self.out_dim = self.get_dims(input_dim) + + def get_dims(self, input_dim): + temp = 1 if self.include_input or self.num_freqs == 0 else 0 + out_dim = input_dim * (self.num_freqs * 2 + temp) + + return out_dim + + def forward(self, x: torch.Tensor) -> torch.Tensor: + """ Forward process. + + Args: + x: tensor of shape [..., dim] + + Returns: + embedding: an embedding of `x` of shape [..., dim * (num_freqs * 2 + temp)] + where temp is 1 if include_input is True and 0 otherwise. + """ + + if self.num_freqs > 0: + embed = (x[..., None].contiguous() * self.frequencies).view(*x.shape[:-1], -1) + if self.include_input: + return torch.cat((x, embed.sin(), embed.cos()), dim=-1) + else: + return torch.cat((embed.sin(), embed.cos()), dim=-1) + else: + return x + + +class LearnedFourierEmbedder(nn.Module): + """ following @crowsonkb "s lead with learned sinusoidal pos emb """ + """ https://github.com/crowsonkb/v-diffusion-jax/blob/master/diffusion/models/danbooru_128.py#L8 """ + + def __init__(self, in_channels, dim): + super().__init__() + assert (dim % 2) == 0 + half_dim = dim // 2 + per_channel_dim = half_dim // in_channels + self.weights = nn.Parameter(torch.randn(per_channel_dim)) + + def forward(self, x): + """ + + Args: + x (torch.FloatTensor): [..., c] + + Returns: + x (torch.FloatTensor): [..., d] + """ + + # [b, t, c, 1] * [1, d] = [b, t, c, d] -> [b, t, c * d] + freqs = (x[..., None] * self.weights[None] * 2 * np.pi).view(*x.shape[:-1], -1) + fouriered = torch.cat((x, freqs.sin(), freqs.cos()), dim=-1) + return fouriered + + +class TriplaneLearnedFourierEmbedder(nn.Module): + def __init__(self, in_channels, dim): + super().__init__() + + self.yz_plane_embedder = LearnedFourierEmbedder(in_channels, dim) + self.xz_plane_embedder = LearnedFourierEmbedder(in_channels, dim) + self.xy_plane_embedder = LearnedFourierEmbedder(in_channels, dim) + + self.out_dim = in_channels + dim + + def forward(self, x): + + yz_embed = self.yz_plane_embedder(x) + xz_embed = self.xz_plane_embedder(x) + xy_embed = self.xy_plane_embedder(x) + + embed = yz_embed + xz_embed + xy_embed + + return embed + + +def sequential_pos_embed(num_len, embed_dim): + assert embed_dim % 2 == 0 + + pos = torch.arange(num_len, dtype=torch.float32) + omega = torch.arange(embed_dim // 2, dtype=torch.float32) + omega /= embed_dim / 2. + omega = 1. / 10000 ** omega # (D/2,) + + pos = pos.reshape(-1) # (M,) + out = torch.einsum("m,d->md", pos, omega) # (M, D/2), outer product + + emb_sin = torch.sin(out) # (M, D/2) + emb_cos = torch.cos(out) # (M, D/2) + + embeddings = torch.cat([emb_sin, emb_cos], dim=1) # (M, D) + + return embeddings + + +def timestep_embedding(timesteps, dim, max_period=10000): + """ + Create sinusoidal timestep embeddings. + :param timesteps: a 1-D Tensor of N indices, one per batch element. + These may be fractional. + :param dim: the dimension of the output. + :param max_period: controls the minimum frequency of the embeddings. + :return: an [N x dim] Tensor of positional embeddings. + """ + half = dim // 2 + freqs = torch.exp( + -math.log(max_period) * torch.arange(start=0, end=half, dtype=torch.float32) / half + ).to(device=timesteps.device) + args = timesteps[:, None].to(timesteps.dtype) * freqs[None] + embedding = torch.cat([torch.cos(args), torch.sin(args)], dim=-1) + if dim % 2: + embedding = torch.cat([embedding, torch.zeros_like(embedding[:, :1])], dim=-1) + return embedding + + +def get_embedder(embed_type="fourier", num_freqs=-1, input_dim=3, degree=4, + num_levels=16, level_dim=2, per_level_scale=2, base_resolution=16, + log2_hashmap_size=19, desired_resolution=None): + if embed_type == "identity" or (embed_type == "fourier" and num_freqs == -1): + return nn.Identity(), input_dim + + elif embed_type == "fourier": + embedder_obj = FourierEmbedder(num_freqs=num_freqs, input_dim=input_dim, + logspace=True, include_input=True) + return embedder_obj, embedder_obj.out_dim + + elif embed_type == "hashgrid": + raise NotImplementedError + + elif embed_type == "sphere_harmonic": + raise NotImplementedError + + else: + raise ValueError(f"{embed_type} is not valid. Currently only supprts {VALID_EMBED_TYPES}") diff --git a/primitive_anything/michelangelo/models/modules/transformer_blocks.py b/primitive_anything/michelangelo/models/modules/transformer_blocks.py new file mode 100755 index 0000000..64349cc --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/transformer_blocks.py @@ -0,0 +1,286 @@ +# -*- coding: utf-8 -*- + +import math +import torch +import torch.nn as nn +import torch.nn.functional as F +from typing import Optional + +from .checkpoint import checkpoint + + +def init_linear(l, stddev): + nn.init.normal_(l.weight, std=stddev) + if l.bias is not None: + nn.init.constant_(l.bias, 0.0) + + +class MultiheadAttention(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + n_ctx: int, + width: int, + heads: int, + init_scale: float, + qkv_bias: bool, + flash: bool = False + ): + super().__init__() + self.n_ctx = n_ctx + self.width = width + self.heads = heads + self.c_qkv = nn.Linear(width, width * 3, bias=qkv_bias, device=device, dtype=dtype) + self.c_proj = nn.Linear(width, width, device=device, dtype=dtype) + self.attention = QKVMultiheadAttention(device=device, dtype=dtype, heads=heads, n_ctx=n_ctx, flash=flash) + init_linear(self.c_qkv, init_scale) + init_linear(self.c_proj, init_scale) + + def forward(self, x): + x = self.c_qkv(x) + x = checkpoint(self.attention, (x,), (), True) + x = self.c_proj(x) + return x + + +class QKVMultiheadAttention(nn.Module): + def __init__(self, *, device: torch.device, dtype: torch.dtype, heads: int, n_ctx: int, flash: bool = False): + super().__init__() + self.device = device + self.dtype = dtype + self.heads = heads + self.n_ctx = n_ctx + self.flash = flash + + def forward(self, qkv): + bs, n_ctx, width = qkv.shape + attn_ch = width // self.heads // 3 + scale = 1 / math.sqrt(math.sqrt(attn_ch)) + qkv = qkv.view(bs, n_ctx, self.heads, -1) + q, k, v = torch.split(qkv, attn_ch, dim=-1) + + if self.flash: + out = F.scaled_dot_product_attention(q, k, v) + else: + weight = torch.einsum( + "bthc,bshc->bhts", q * scale, k * scale + ) # More stable with f16 than dividing afterwards + wdtype = weight.dtype + weight = torch.softmax(weight.float(), dim=-1).type(wdtype) + out = torch.einsum("bhts,bshc->bthc", weight, v).reshape(bs, n_ctx, -1) + + return out + + +class ResidualAttentionBlock(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + n_ctx: int, + width: int, + heads: int, + init_scale: float = 1.0, + qkv_bias: bool = True, + flash: bool = False, + use_checkpoint: bool = False + ): + super().__init__() + + self.use_checkpoint = use_checkpoint + + self.attn = MultiheadAttention( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash + ) + self.ln_1 = nn.LayerNorm(width, device=device, dtype=dtype) + self.mlp = MLP(device=device, dtype=dtype, width=width, init_scale=init_scale) + self.ln_2 = nn.LayerNorm(width, device=device, dtype=dtype) + + def _forward(self, x: torch.Tensor): + x = x + self.attn(self.ln_1(x)) + x = x + self.mlp(self.ln_2(x)) + return x + + def forward(self, x: torch.Tensor): + return checkpoint(self._forward, (x,), self.parameters(), self.use_checkpoint) + + +class MultiheadCrossAttention(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + width: int, + heads: int, + init_scale: float, + qkv_bias: bool = True, + flash: bool = False, + n_data: Optional[int] = None, + data_width: Optional[int] = None, + ): + super().__init__() + self.n_data = n_data + self.width = width + self.heads = heads + self.data_width = width if data_width is None else data_width + self.c_q = nn.Linear(width, width, bias=qkv_bias, device=device, dtype=dtype) + self.c_kv = nn.Linear(self.data_width, width * 2, bias=qkv_bias, device=device, dtype=dtype) + self.c_proj = nn.Linear(width, width, device=device, dtype=dtype) + self.attention = QKVMultiheadCrossAttention( + device=device, dtype=dtype, heads=heads, n_data=n_data, flash=flash + ) + init_linear(self.c_q, init_scale) + init_linear(self.c_kv, init_scale) + init_linear(self.c_proj, init_scale) + + def forward(self, x, data): + x = self.c_q(x) + data = self.c_kv(data) + x = checkpoint(self.attention, (x, data), (), True) + x = self.c_proj(x) + return x + + +class QKVMultiheadCrossAttention(nn.Module): + def __init__(self, *, device: torch.device, dtype: torch.dtype, heads: int, + flash: bool = False, n_data: Optional[int] = None): + + super().__init__() + self.device = device + self.dtype = dtype + self.heads = heads + self.n_data = n_data + self.flash = flash + + def forward(self, q, kv): + _, n_ctx, _ = q.shape + bs, n_data, width = kv.shape + attn_ch = width // self.heads // 2 + scale = 1 / math.sqrt(math.sqrt(attn_ch)) + q = q.view(bs, n_ctx, self.heads, -1) + kv = kv.view(bs, n_data, self.heads, -1) + k, v = torch.split(kv, attn_ch, dim=-1) + + if self.flash: + out = F.scaled_dot_product_attention(q, k, v) + else: + weight = torch.einsum( + "bthc,bshc->bhts", q * scale, k * scale + ) # More stable with f16 than dividing afterwards + wdtype = weight.dtype + weight = torch.softmax(weight.float(), dim=-1).type(wdtype) + out = torch.einsum("bhts,bshc->bthc", weight, v).reshape(bs, n_ctx, -1) + + return out + + +class ResidualCrossAttentionBlock(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_data: Optional[int] = None, + width: int, + heads: int, + data_width: Optional[int] = None, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False + ): + super().__init__() + + if data_width is None: + data_width = width + + self.attn = MultiheadCrossAttention( + device=device, + dtype=dtype, + n_data=n_data, + width=width, + heads=heads, + data_width=data_width, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + ) + self.ln_1 = nn.LayerNorm(width, device=device, dtype=dtype) + self.ln_2 = nn.LayerNorm(data_width, device=device, dtype=dtype) + self.mlp = MLP(device=device, dtype=dtype, width=width, init_scale=init_scale) + self.ln_3 = nn.LayerNorm(width, device=device, dtype=dtype) + + def forward(self, x: torch.Tensor, data: torch.Tensor): + x = x + self.attn(self.ln_1(x), self.ln_2(data)) + x = x + self.mlp(self.ln_3(x)) + return x + + +class MLP(nn.Module): + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + width: int, + init_scale: float): + super().__init__() + self.width = width + self.c_fc = nn.Linear(width, width * 4, device=device, dtype=dtype) + self.c_proj = nn.Linear(width * 4, width, device=device, dtype=dtype) + self.gelu = nn.GELU() + init_linear(self.c_fc, init_scale) + init_linear(self.c_proj, init_scale) + + def forward(self, x): + return self.c_proj(self.gelu(self.c_fc(x))) + + +class Transformer(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_ctx: int, + width: int, + layers: int, + heads: int, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False, + use_checkpoint: bool = False + ): + super().__init__() + self.n_ctx = n_ctx + self.width = width + self.layers = layers + self.resblocks = nn.ModuleList( + [ + ResidualAttentionBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_checkpoint=use_checkpoint + ) + for _ in range(layers) + ] + ) + + def forward(self, x: torch.Tensor): + for block in self.resblocks: + x = block(x) + return x diff --git a/primitive_anything/michelangelo/models/modules/transformer_vit.py b/primitive_anything/michelangelo/models/modules/transformer_vit.py new file mode 100755 index 0000000..4bd8822 --- /dev/null +++ b/primitive_anything/michelangelo/models/modules/transformer_vit.py @@ -0,0 +1,308 @@ +# -*- coding: utf-8 -*- + +import math +import torch +import torch.nn as nn +from typing import Optional +import warnings + +from .checkpoint import checkpoint + + +def _trunc_normal_(tensor, mean, std, a, b): + # Cut & paste from PyTorch official master until it's in a few official releases - RW + # Method based on https://people.sc.fsu.edu/~jburkardt/presentations/truncated_normal.pdf + def norm_cdf(x): + # Computes standard normal cumulative distribution function + return (1. + math.erf(x / math.sqrt(2.))) / 2. + + if (mean < a - 2 * std) or (mean > b + 2 * std): + warnings.warn("mean is more than 2 std from [a, b] in nn.init.trunc_normal_. " + "The distribution of values may be incorrect.", + stacklevel=2) + + # Values are generated by using a truncated uniform distribution and + # then using the inverse CDF for the normal distribution. + # Get upper and lower cdf values + l = norm_cdf((a - mean) / std) + u = norm_cdf((b - mean) / std) + + # Uniformly fill tensor with values from [l, u], then translate to + # [2l-1, 2u-1]. + tensor.uniform_(2 * l - 1, 2 * u - 1) + + # Use inverse cdf transform for normal distribution to get truncated + # standard normal + tensor.erfinv_() + + # Transform to proper mean, std + tensor.mul_(std * math.sqrt(2.)) + tensor.add_(mean) + + # Clamp to ensure it's in the proper range + tensor.clamp_(min=a, max=b) + return tensor + + +def trunc_normal_(tensor, mean=0., std=1., a=-2., b=2.): + # type: (Tensor | nn.Parameter, float, float, float, float) -> Tensor + r"""Fills the input Tensor with values drawn from a truncated + normal distribution. The values are effectively drawn from the + normal distribution :math:`\mathcal{N}(\text{mean}, \text{std}^2)` + with values outside :math:`[a, b]` redrawn until they are within + the bounds. The method used for generating the random values works + best when :math:`a \leq \text{mean} \leq b`. + NOTE: this impl is similar to the PyTorch trunc_normal_, the bounds [a, b] are + applied while sampling the normal with mean/std applied, therefore a, b args + should be adjusted to match the range of mean, std args. + Args: + tensor: an n-dimensional `torch.Tensor` + mean: the mean of the normal distribution + std: the standard deviation of the normal distribution + a: the minimum cutoff value + b: the maximum cutoff value + Examples: + >>> w = torch.empty(3, 5) + >>> nn.init.trunc_normal_(w) + """ + with torch.no_grad(): + return _trunc_normal_(tensor, mean, std, a, b) + + +def init_weights(m): + if isinstance(m, nn.Linear): + trunc_normal_(m.weight, std=.02) + if isinstance(m, nn.Linear) and m.bias is not None: + nn.init.constant_(m.bias, 0) + elif isinstance(m, nn.LayerNorm): + nn.init.constant_(m.bias, 0) + nn.init.constant_(m.weight, 1.0) + + +class MultiheadAttention(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + n_ctx: int, + width: int, + heads: int, + qkv_bias: bool + ): + super().__init__() + self.n_ctx = n_ctx + self.width = width + self.heads = heads + self.c_qkv = nn.Linear(width, width * 3, bias=qkv_bias, device=device, dtype=dtype) + self.c_proj = nn.Linear(width, width, device=device, dtype=dtype) + self.attention = QKVMultiheadAttention(device=device, dtype=dtype, heads=heads, n_ctx=n_ctx) + + def forward(self, x): + x = self.c_qkv(x) + x = checkpoint(self.attention, (x,), (), True) + x = self.c_proj(x) + return x + + +class QKVMultiheadAttention(nn.Module): + def __init__(self, *, device: torch.device, dtype: torch.dtype, heads: int, n_ctx: int): + super().__init__() + self.device = device + self.dtype = dtype + self.heads = heads + self.n_ctx = n_ctx + + def forward(self, qkv): + bs, n_ctx, width = qkv.shape + attn_ch = width // self.heads // 3 + scale = 1 / math.sqrt(attn_ch) + qkv = qkv.view(bs, n_ctx, self.heads, -1) + q, k, v = torch.split(qkv, attn_ch, dim=-1) + weight = torch.einsum("bthc,bshc->bhts", q, k) * scale + wdtype = weight.dtype + weight = torch.softmax(weight.float(), dim=-1).type(wdtype) + return torch.einsum("bhts,bshc->bthc", weight, v).reshape(bs, n_ctx, -1) + + +class ResidualAttentionBlock(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + n_ctx: int, + width: int, + heads: int, + qkv_bias: bool = True, + use_checkpoint: bool = False + ): + super().__init__() + + self.use_checkpoint = use_checkpoint + + self.attn = MultiheadAttention( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + qkv_bias=qkv_bias + ) + self.ln_1 = nn.LayerNorm(width, device=device, dtype=dtype) + self.mlp = MLP(device=device, dtype=dtype, width=width) + self.ln_2 = nn.LayerNorm(width, device=device, dtype=dtype) + + def _forward(self, x: torch.Tensor): + x = x + self.attn(self.ln_1(x)) + x = x + self.mlp(self.ln_2(x)) + return x + + def forward(self, x: torch.Tensor): + return checkpoint(self._forward, (x,), self.parameters(), self.use_checkpoint) + + +class MultiheadCrossAttention(nn.Module): + def __init__( + self, + *, + device: torch.device, + dtype: torch.dtype, + width: int, + heads: int, + qkv_bias: bool = True, + n_data: Optional[int] = None, + data_width: Optional[int] = None, + ): + super().__init__() + self.n_data = n_data + self.width = width + self.heads = heads + self.data_width = width if data_width is None else data_width + self.c_q = nn.Linear(width, width, bias=qkv_bias, device=device, dtype=dtype) + self.c_kv = nn.Linear(self.data_width, width * 2, bias=qkv_bias, device=device, dtype=dtype) + self.c_proj = nn.Linear(width, width, device=device, dtype=dtype) + self.attention = QKVMultiheadCrossAttention( + device=device, dtype=dtype, heads=heads, n_data=n_data + ) + + def forward(self, x, data): + x = self.c_q(x) + data = self.c_kv(data) + x = checkpoint(self.attention, (x, data), (), True) + x = self.c_proj(x) + return x + + +class QKVMultiheadCrossAttention(nn.Module): + def __init__(self, *, device: torch.device, dtype: torch.dtype, heads: int, n_data: Optional[int] = None): + super().__init__() + self.device = device + self.dtype = dtype + self.heads = heads + self.n_data = n_data + + def forward(self, q, kv): + _, n_ctx, _ = q.shape + bs, n_data, width = kv.shape + attn_ch = width // self.heads // 2 + scale = 1 / math.sqrt(attn_ch) + q = q.view(bs, n_ctx, self.heads, -1) + kv = kv.view(bs, n_data, self.heads, -1) + k, v = torch.split(kv, attn_ch, dim=-1) + weight = torch.einsum("bthc,bshc->bhts", q, k) * scale + wdtype = weight.dtype + weight = torch.softmax(weight.float(), dim=-1).type(wdtype) + return torch.einsum("bhts,bshc->bthc", weight, v).reshape(bs, n_ctx, -1) + + +class ResidualCrossAttentionBlock(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_data: Optional[int] = None, + width: int, + heads: int, + data_width: Optional[int] = None, + qkv_bias: bool = True + ): + super().__init__() + + if data_width is None: + data_width = width + + self.attn = MultiheadCrossAttention( + device=device, + dtype=dtype, + n_data=n_data, + width=width, + heads=heads, + data_width=data_width, + qkv_bias=qkv_bias + ) + self.ln_1 = nn.LayerNorm(width, device=device, dtype=dtype) + self.ln_2 = nn.LayerNorm(data_width, device=device, dtype=dtype) + self.mlp = MLP(device=device, dtype=dtype, width=width) + self.ln_3 = nn.LayerNorm(width, device=device, dtype=dtype) + + def forward(self, x: torch.Tensor, data: torch.Tensor): + x = x + self.attn(self.ln_1(x), self.ln_2(data)) + x = x + self.mlp(self.ln_3(x)) + return x + + +class MLP(nn.Module): + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + width: int): + super().__init__() + self.width = width + self.c_fc = nn.Linear(width, width * 4, device=device, dtype=dtype) + self.c_proj = nn.Linear(width * 4, width, device=device, dtype=dtype) + self.gelu = nn.GELU() + + def forward(self, x): + return self.c_proj(self.gelu(self.c_fc(x))) + + +class Transformer(nn.Module): + def __init__( + self, + *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + n_ctx: int, + width: int, + layers: int, + heads: int, + qkv_bias: bool = True, + use_checkpoint: bool = False + ): + super().__init__() + self.n_ctx = n_ctx + self.width = width + self.layers = layers + self.resblocks = nn.ModuleList( + [ + ResidualAttentionBlock( + device=device, + dtype=dtype, + n_ctx=n_ctx, + width=width, + heads=heads, + qkv_bias=qkv_bias, + use_checkpoint=use_checkpoint + ) + for _ in range(layers) + ] + ) + + self.apply(init_weights) + + def forward(self, x: torch.Tensor): + for block in self.resblocks: + x = block(x) + return x diff --git a/primitive_anything/michelangelo/models/tsal/__init__.py b/primitive_anything/michelangelo/models/tsal/__init__.py new file mode 100755 index 0000000..40a96af --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/__init__.py @@ -0,0 +1 @@ +# -*- coding: utf-8 -*- diff --git a/primitive_anything/michelangelo/models/tsal/asl_pl_module.py b/primitive_anything/michelangelo/models/tsal/asl_pl_module.py new file mode 100755 index 0000000..e2ee9f1 --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/asl_pl_module.py @@ -0,0 +1,373 @@ +# -*- coding: utf-8 -*- + +from typing import List, Tuple, Dict, Optional +from omegaconf import DictConfig + +import torch +import torch.nn.functional as F +from torch.optim import lr_scheduler +import pytorch_lightning as pl +from typing import Union +from functools import partial + +from ...utils import instantiate_from_config + +from .inference_utils import extract_geometry +from .tsal_base import ( + AlignedShapeAsLatentModule, + ShapeAsLatentModule, + Latent2MeshOutput, + AlignedMeshOutput +) + + +class AlignedShapeAsLatentPLModule(pl.LightningModule): + + def __init__(self, *, + shape_module_cfg, + aligned_module_cfg, + loss_cfg, + optimizer_cfg: Optional[DictConfig] = None, + ckpt_path: Optional[str] = None, + ignore_keys: Union[Tuple[str], List[str]] = ()): + + super().__init__() + + shape_model: ShapeAsLatentModule = instantiate_from_config( + shape_module_cfg, device=None, dtype=None + ) + self.model: AlignedShapeAsLatentModule = instantiate_from_config( + aligned_module_cfg, shape_model=shape_model + ) + + self.loss = instantiate_from_config(loss_cfg) + + self.optimizer_cfg = optimizer_cfg + + if ckpt_path is not None: + self.init_from_ckpt(ckpt_path, ignore_keys=ignore_keys) + + self.save_hyperparameters() + + def set_shape_model_only(self): + self.model.set_shape_model_only() + + @property + def latent_shape(self): + return self.model.shape_model.latent_shape + + @property + def zero_rank(self): + if self._trainer: + zero_rank = self.trainer.local_rank == 0 + else: + zero_rank = True + + return zero_rank + + def init_from_ckpt(self, path, ignore_keys=()): + state_dict = torch.load(path, map_location="cpu")["state_dict"] + + keys = list(state_dict.keys()) + for k in keys: + for ik in ignore_keys: + if k.startswith(ik): + print("Deleting key {} from state_dict.".format(k)) + del state_dict[k] + + missing, unexpected = self.load_state_dict(state_dict, strict=False) + print(f"Restored from {path} with {len(missing)} missing and {len(unexpected)} unexpected keys") + if len(missing) > 0: + print(f"Missing Keys: {missing}") + print(f"Unexpected Keys: {unexpected}") + + def configure_optimizers(self) -> Tuple[List, List]: + lr = self.learning_rate + + trainable_parameters = list(self.model.parameters()) + + if self.optimizer_cfg is None: + optimizers = [torch.optim.AdamW(trainable_parameters, lr=lr, betas=(0.9, 0.99), weight_decay=1e-3)] + schedulers = [] + else: + optimizer = instantiate_from_config(self.optimizer_cfg.optimizer, params=trainable_parameters) + scheduler_func = instantiate_from_config( + self.optimizer_cfg.scheduler, + max_decay_steps=self.trainer.max_steps, + lr_max=lr + ) + scheduler = { + "scheduler": lr_scheduler.LambdaLR(optimizer, lr_lambda=scheduler_func.schedule), + "interval": "step", + "frequency": 1 + } + optimizers = [optimizer] + schedulers = [scheduler] + + return optimizers, schedulers + + def forward(self, + surface: torch.FloatTensor, + image: torch.FloatTensor, + text: torch.FloatTensor, + volume_queries: torch.FloatTensor): + + """ + + Args: + surface (torch.FloatTensor): + image (torch.FloatTensor): + text (torch.FloatTensor): + volume_queries (torch.FloatTensor): + + Returns: + + """ + + embed_outputs, shape_z = self.model(surface, image, text) + + shape_zq, posterior = self.model.shape_model.encode_kl_embed(shape_z) + latents = self.model.shape_model.decode(shape_zq) + logits = self.model.shape_model.query_geometry(volume_queries, latents) + + return embed_outputs, logits, posterior + + def encode(self, surface: torch.FloatTensor, sample_posterior=True): + + pc = surface[..., 0:3] + feats = surface[..., 3:6] + + shape_embed, shape_zq, posterior = self.model.shape_model.encode( + pc=pc, feats=feats, sample_posterior=sample_posterior + ) + + return shape_zq + + def encode_latents(self, surface: torch.FloatTensor): + + pc = surface[..., 0:3] + feats = surface[..., 3:6] + + shape_embed, shape_latents = self.model.shape_model.encode_latents( + pc=pc, feats=feats + ) + shape_embed = shape_embed.unsqueeze(1) + assert shape_embed.shape[1] == 1 and shape_latents.shape[1] == 256 + cat_latents = torch.cat([shape_embed, shape_latents], dim=1) + + return cat_latents + + def to_shape_latents(self, latents): + + shape_zq, posterior = self.model.shape_model.encode_kl_embed(latents, sample_posterior = False) + return self.model.shape_model.decode(shape_zq) + + def decode(self, + z_q, + bounds: Union[Tuple[float], List[float], float] = 1.1, + octree_depth: int = 7, + num_chunks: int = 10000) -> List[Latent2MeshOutput]: + + latents = self.model.shape_model.decode(z_q) # latents: [bs, num_latents, dim] + outputs = self.latent2mesh(latents, bounds=bounds, octree_depth=octree_depth, num_chunks=num_chunks) + + return outputs + + def training_step(self, batch: Dict[str, torch.FloatTensor], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface (torch.FloatTensor): [bs, n_surface, (3 + input_dim)] + - image (torch.FloatTensor): [bs, 3, 224, 224] + - text (torch.FloatTensor): [bs, num_templates, 77] + - geo_points (torch.FloatTensor): [bs, n_pts, (3 + 1)] + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + surface = batch["surface"] + image = batch["image"] + text = batch["text"] + + volume_queries = batch["geo_points"][..., 0:3] + shape_labels = batch["geo_points"][..., -1] + + embed_outputs, shape_logits, posteriors = self(surface, image, text, volume_queries) + + aeloss, log_dict_ae = self.loss( + **embed_outputs, + posteriors=posteriors, + shape_logits=shape_logits, + shape_labels=shape_labels, + split="train" + ) + + self.log_dict(log_dict_ae, prog_bar=True, logger=True, batch_size=shape_logits.shape[0], + sync_dist=False, rank_zero_only=True) + + return aeloss + + def validation_step(self, batch: Dict[str, torch.FloatTensor], batch_idx: int) -> torch.FloatTensor: + + surface = batch["surface"] + image = batch["image"] + text = batch["text"] + + volume_queries = batch["geo_points"][..., 0:3] + shape_labels = batch["geo_points"][..., -1] + + embed_outputs, shape_logits, posteriors = self(surface, image, text, volume_queries) + + aeloss, log_dict_ae = self.loss( + **embed_outputs, + posteriors=posteriors, + shape_logits=shape_logits, + shape_labels=shape_labels, + split="val" + ) + self.log_dict(log_dict_ae, prog_bar=True, logger=True, batch_size=shape_logits.shape[0], + sync_dist=False, rank_zero_only=True) + + return aeloss + + def visual_alignment(self, + surface: torch.FloatTensor, + image: torch.FloatTensor, + text: torch.FloatTensor, + description: Optional[List[str]] = None, + bounds: Union[Tuple[float], List[float]] = (-1.25, -1.25, -1.25, 1.25, 1.25, 1.25), + octree_depth: int = 7, + num_chunks: int = 10000) -> List[AlignedMeshOutput]: + + """ + + Args: + surface: + image: + text: + description: + bounds: + octree_depth: + num_chunks: + + Returns: + mesh_outputs (List[AlignedMeshOutput]): the mesh outputs list. + + """ + + outputs = [] + + device = surface.device + bs = surface.shape[0] + + embed_outputs, shape_z = self.model(surface, image, text) + + # calculate the similarity + image_embed = embed_outputs["image_embed"] + text_embed = embed_outputs["text_embed"] + shape_embed = embed_outputs["shape_embed"] + + # normalized features + shape_embed = F.normalize(shape_embed, dim=-1, p=2) + text_embed = F.normalize(text_embed, dim=-1, p=2) + image_embed = F.normalize(image_embed, dim=-1, p=2) + + # B x B + shape_text_similarity = (100.0 * shape_embed @ text_embed.T).softmax(dim=-1) + + # B x B + shape_image_similarity = (100.0 * shape_embed @ image_embed.T).softmax(dim=-1) + + # shape reconstruction + shape_zq, posterior = self.model.shape_model.encode_kl_embed(shape_z) + latents = self.model.shape_model.decode(shape_zq) + geometric_func = partial(self.model.shape_model.query_geometry, latents=latents) + + # 2. decode geometry + mesh_v_f, has_surface = extract_geometry( + geometric_func=geometric_func, + device=device, + batch_size=bs, + bounds=bounds, + octree_depth=octree_depth, + num_chunks=num_chunks, + disable=not self.zero_rank + ) + + # 3. decode texture + for i, ((mesh_v, mesh_f), is_surface) in enumerate(zip(mesh_v_f, has_surface)): + if not is_surface: + outputs.append(None) + continue + + out = AlignedMeshOutput() + out.mesh_v = mesh_v + out.mesh_f = mesh_f + out.surface = surface[i].cpu().numpy() + out.image = image[i].cpu().numpy() + if description is not None: + out.text = description[i] + out.shape_text_similarity = shape_text_similarity[i, i] + out.shape_image_similarity = shape_image_similarity[i, i] + + outputs.append(out) + + return outputs + + def latent2mesh(self, + latents: torch.FloatTensor, + bounds: Union[Tuple[float], List[float], float] = 1.1, + octree_depth: int = 7, + num_chunks: int = 10000) -> List[Latent2MeshOutput]: + + """ + + Args: + latents: [bs, num_latents, dim] + bounds: + octree_depth: + num_chunks: + + Returns: + mesh_outputs (List[MeshOutput]): the mesh outputs list. + + """ + + outputs = [] + + geometric_func = partial(self.model.shape_model.query_geometry, latents=latents) + + # 2. decode geometry + device = latents.device + mesh_v_f, has_surface = extract_geometry( + geometric_func=geometric_func, + device=device, + batch_size=len(latents), + bounds=bounds, + octree_depth=octree_depth, + num_chunks=num_chunks, + disable=not self.zero_rank + ) + + # 3. decode texture + for i, ((mesh_v, mesh_f), is_surface) in enumerate(zip(mesh_v_f, has_surface)): + if not is_surface: + outputs.append(None) + continue + + out = Latent2MeshOutput() + out.mesh_v = mesh_v + out.mesh_f = mesh_f + + outputs.append(out) + + return outputs + diff --git a/primitive_anything/michelangelo/models/tsal/clip_asl_module.py b/primitive_anything/michelangelo/models/tsal/clip_asl_module.py new file mode 100755 index 0000000..2a3ceda --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/clip_asl_module.py @@ -0,0 +1,114 @@ +# -*- coding: utf-8 -*- + +import torch +from torch import nn +from einops import rearrange +from transformers import CLIPModel + +from .tsal_base import AlignedShapeAsLatentModule + + +class CLIPAlignedShapeAsLatentModule(AlignedShapeAsLatentModule): + + def __init__(self, *, + shape_model, + projection_dim=768): + + super().__init__() + + self.shape_model = shape_model + self.shape_projection = nn.Parameter(torch.empty(self.shape_model.width, projection_dim)) + nn.init.normal_(self.shape_projection, std=projection_dim ** -0.5) + + def set_shape_model_only(self): + self.clip_model = None + + def encode_shape_embed(self, surface, return_latents: bool = False): + """ + + Args: + surface (torch.FloatTensor): [bs, n, 3 + c] + return_latents (bool): + + Returns: + x (torch.FloatTensor): [bs, projection_dim] + shape_latents (torch.FloatTensor): [bs, m, d] + """ + + pc = surface[..., 0:3] + feats = surface[..., 3:] + + shape_embed, shape_latents = self.shape_model.encode_latents(pc, feats) + x = shape_embed @ self.shape_projection + + if return_latents: + return x, shape_latents + else: + return x + + def encode_image_embed(self, image): + """ + + Args: + image (torch.FloatTensor): [bs, 3, h, w] + + Returns: + x (torch.FloatTensor): [bs, projection_dim] + """ + + x = self.clip_model.get_image_features(image) + + return x + + def encode_text_embed(self, text): + x = self.clip_model.get_text_features(text) + return x + + def forward(self, surface, image, text): + """ + + Args: + surface (torch.FloatTensor): + image (torch.FloatTensor): [bs, 3, 224, 224] + text (torch.LongTensor): [bs, num_templates, 77] + + Returns: + embed_outputs (dict): the embedding outputs, and it contains: + - image_embed (torch.FloatTensor): + - text_embed (torch.FloatTensor): + - shape_embed (torch.FloatTensor): + - logit_scale (float): + """ + + # # text embedding + # text_embed_all = [] + # for i in range(text.shape[0]): + # text_for_one_sample = text[i] + # text_embed = self.encode_text_embed(text_for_one_sample) + # text_embed = text_embed / text_embed.norm(dim=-1, keepdim=True) + # text_embed = text_embed.mean(dim=0) + # text_embed = text_embed / text_embed.norm(dim=-1, keepdim=True) + # text_embed_all.append(text_embed) + # text_embed_all = torch.stack(text_embed_all) + + b = text.shape[0] + text_tokens = rearrange(text, "b t l -> (b t) l") + text_embed = self.encode_text_embed(text_tokens) + text_embed = rearrange(text_embed, "(b t) d -> b t d", b=b) + text_embed = text_embed.mean(dim=1) + text_embed = text_embed / text_embed.norm(dim=-1, keepdim=True) + + # image embedding + image_embed = self.encode_image_embed(image) + + # shape embedding + shape_embed, shape_latents = self.encode_shape_embed(surface, return_latents=True) + + embed_outputs = { + "image_embed": image_embed, + "text_embed": text_embed, + "shape_embed": shape_embed, + "logit_scale": self.clip_model.logit_scale.exp() + } + + return embed_outputs, shape_latents diff --git a/primitive_anything/michelangelo/models/tsal/inference_utils.py b/primitive_anything/michelangelo/models/tsal/inference_utils.py new file mode 100755 index 0000000..4ba61a9 --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/inference_utils.py @@ -0,0 +1,80 @@ +# -*- coding: utf-8 -*- + +import torch +from tqdm import tqdm +from einops import repeat +import numpy as np +from typing import Callable, Tuple, List, Union, Optional +from skimage import measure + +from ...graphics.primitives import generate_dense_grid_points + + +@torch.no_grad() +def extract_geometry(geometric_func: Callable, + device: torch.device, + batch_size: int = 1, + bounds: Union[Tuple[float], List[float], float] = (-1.25, -1.25, -1.25, 1.25, 1.25, 1.25), + octree_depth: int = 7, + num_chunks: int = 10000, + disable: bool = True): + """ + + Args: + geometric_func: + device: + bounds: + octree_depth: + batch_size: + num_chunks: + disable: + + Returns: + + """ + + if isinstance(bounds, float): + bounds = [-bounds, -bounds, -bounds, bounds, bounds, bounds] + + bbox_min = np.array(bounds[0:3]) + bbox_max = np.array(bounds[3:6]) + bbox_size = bbox_max - bbox_min + + xyz_samples, grid_size, length = generate_dense_grid_points( + bbox_min=bbox_min, + bbox_max=bbox_max, + octree_depth=octree_depth, + indexing="ij" + ) + xyz_samples = torch.FloatTensor(xyz_samples) + + batch_logits = [] + for start in tqdm(range(0, xyz_samples.shape[0], num_chunks), + desc="Implicit Function:", disable=disable, leave=False): + queries = xyz_samples[start: start + num_chunks, :].to(device) + batch_queries = repeat(queries, "p c -> b p c", b=batch_size) + + logits = geometric_func(batch_queries) + batch_logits.append(logits.cpu()) + + grid_logits = torch.cat(batch_logits, dim=1).view((batch_size, grid_size[0], grid_size[1], grid_size[2])).numpy() + + mesh_v_f = [] + has_surface = np.zeros((batch_size,), dtype=np.bool_) + for i in range(batch_size): + try: + vertices, faces, normals, _ = measure.marching_cubes(grid_logits[i], 0, method="lewiner") + vertices = vertices / grid_size * bbox_size + bbox_min + # vertices[:, [0, 1]] = vertices[:, [1, 0]] + mesh_v_f.append((vertices.astype(np.float32), np.ascontiguousarray(faces))) + has_surface[i] = True + + except ValueError: + mesh_v_f.append((None, None)) + has_surface[i] = False + + except RuntimeError: + mesh_v_f.append((None, None)) + has_surface[i] = False + + return mesh_v_f, has_surface diff --git a/primitive_anything/michelangelo/models/tsal/loss.py b/primitive_anything/michelangelo/models/tsal/loss.py new file mode 100755 index 0000000..f8250e4 --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/loss.py @@ -0,0 +1,303 @@ +# -*- coding: utf-8 -*- +import torch +import torch.nn as nn +import torch.nn.functional as F + +from typing import Optional, Tuple, Dict + +from ..modules.distributions import DiagonalGaussianDistribution +from ...utils.eval import compute_psnr +from ...utils import misc + + +class KLNearFar(nn.Module): + def __init__(self, + near_weight: float = 0.1, + kl_weight: float = 1.0, + num_near_samples: Optional[int] = None): + + super().__init__() + + self.near_weight = near_weight + self.kl_weight = kl_weight + self.num_near_samples = num_near_samples + self.geo_criterion = nn.BCEWithLogitsLoss() + + def forward(self, + posteriors: Optional[DiagonalGaussianDistribution], + logits: torch.FloatTensor, + labels: torch.FloatTensor, + split: Optional[str] = "train", **kwargs) -> Tuple[torch.FloatTensor, Dict[str, float]]: + + """ + + Args: + posteriors (DiagonalGaussianDistribution or torch.distributions.Normal): + logits (torch.FloatTensor): [B, 2*N], logits[:, 0:N] is the volume points; logits[:, N:2N] is the near points; + labels (torch.FloatTensor): [B, 2*N], labels[:, 0:N] is the volume points; labels[:, N:2N] is the near points; + split (str): + **kwargs: + + Returns: + loss (torch.Tensor): (,) + log (dict): + + """ + + if self.num_near_samples is None: + num_vol = logits.shape[1] // 2 + else: + num_vol = logits.shape[1] - self.num_near_samples + + vol_logits = logits[:, 0:num_vol] + vol_labels = labels[:, 0:num_vol] + + near_logits = logits[:, num_vol:] + near_labels = labels[:, num_vol:] + + # occupancy loss + # vol_bce = self.geo_criterion(vol_logits, vol_labels) + # near_bce = self.geo_criterion(near_logits, near_labels) + vol_bce = self.geo_criterion(vol_logits.float(), vol_labels.float()) + near_bce = self.geo_criterion(near_logits.float(), near_labels.float()) + + if posteriors is None: + kl_loss = torch.tensor(0.0, dtype=vol_logits.dtype, device=vol_logits.device) + else: + kl_loss = posteriors.kl(dims=(1, 2)) + kl_loss = torch.mean(kl_loss) + + loss = vol_bce + near_bce * self.near_weight + kl_loss * self.kl_weight + + with torch.no_grad(): + preds = logits >= 0 + accuracy = (preds == labels).float() + accuracy = accuracy.mean() + pos_ratio = torch.mean(labels) + + log = { + "{}/total_loss".format(split): loss.clone().detach(), + "{}/near".format(split): near_bce.detach(), + "{}/far".format(split): vol_bce.detach(), + "{}/kl".format(split): kl_loss.detach(), + "{}/accuracy".format(split): accuracy, + "{}/pos_ratio".format(split): pos_ratio + } + + if posteriors is not None: + log[f"{split}/mean"] = posteriors.mean.mean().detach() + log[f"{split}/std_mean"] = posteriors.std.mean().detach() + log[f"{split}/std_max"] = posteriors.std.max().detach() + + return loss, log + + +class KLNearFarColor(nn.Module): + def __init__(self, + near_weight: float = 0.1, + kl_weight: float = 1.0, + color_weight: float = 1.0, + color_criterion: str = "mse", + num_near_samples: Optional[int] = None): + + super().__init__() + + self.color_weight = color_weight + self.near_weight = near_weight + self.kl_weight = kl_weight + self.num_near_samples = num_near_samples + + if color_criterion == "mse": + self.color_criterion = nn.MSELoss() + + elif color_criterion == "l1": + self.color_criterion = nn.L1Loss() + + else: + raise ValueError(f"{color_criterion} must be [`mse`, `l1`].") + + self.geo_criterion = nn.BCEWithLogitsLoss() + + def forward(self, + posteriors: Optional[DiagonalGaussianDistribution], + logits: torch.FloatTensor, + labels: torch.FloatTensor, + pred_colors: torch.FloatTensor, + gt_colors: torch.FloatTensor, + split: Optional[str] = "train", **kwargs) -> Tuple[torch.FloatTensor, Dict[str, float]]: + + """ + + Args: + posteriors (DiagonalGaussianDistribution or torch.distributions.Normal): + logits (torch.FloatTensor): [B, 2*N], logits[:, 0:N] is the volume points; logits[:, N:2N] is the near points; + labels (torch.FloatTensor): [B, 2*N], labels[:, 0:N] is the volume points; labels[:, N:2N] is the near points; + pred_colors (torch.FloatTensor): [B, M, 3] + gt_colors (torch.FloatTensor): [B, M, 3] + split (str): + **kwargs: + + Returns: + loss (torch.Tensor): (,) + log (dict): + + """ + + if self.num_near_samples is None: + num_vol = logits.shape[1] // 2 + else: + num_vol = logits.shape[1] - self.num_near_samples + + vol_logits = logits[:, 0:num_vol] + vol_labels = labels[:, 0:num_vol] + + near_logits = logits[:, num_vol:] + near_labels = labels[:, num_vol:] + + # occupancy loss + # vol_bce = self.geo_criterion(vol_logits, vol_labels) + # near_bce = self.geo_criterion(near_logits, near_labels) + vol_bce = self.geo_criterion(vol_logits.float(), vol_labels.float()) + near_bce = self.geo_criterion(near_logits.float(), near_labels.float()) + + # surface color loss + color = self.color_criterion(pred_colors, gt_colors) + + if posteriors is None: + kl_loss = torch.tensor(0.0, dtype=pred_colors.dtype, device=pred_colors.device) + else: + kl_loss = posteriors.kl(dims=(1, 2)) + kl_loss = torch.mean(kl_loss) + + loss = vol_bce + near_bce * self.near_weight + color * self.color_weight + kl_loss * self.kl_weight + + with torch.no_grad(): + preds = logits >= 0 + accuracy = (preds == labels).float() + accuracy = accuracy.mean() + psnr = compute_psnr(pred_colors, gt_colors) + + log = { + "{}/total_loss".format(split): loss.clone().detach(), + "{}/near".format(split): near_bce.detach(), + "{}/far".format(split): vol_bce.detach(), + "{}/color".format(split): color.detach(), + "{}/kl".format(split): kl_loss.detach(), + "{}/psnr".format(split): psnr.detach(), + "{}/accuracy".format(split): accuracy + } + + return loss, log + + +class ContrastKLNearFar(nn.Module): + def __init__(self, + contrast_weight: float = 1.0, + near_weight: float = 0.1, + kl_weight: float = 1.0, + num_near_samples: Optional[int] = None): + + super().__init__() + + self.labels = None + self.last_local_batch_size = None + + self.contrast_weight = contrast_weight + self.near_weight = near_weight + self.kl_weight = kl_weight + self.num_near_samples = num_near_samples + self.geo_criterion = nn.BCEWithLogitsLoss() + + def forward(self, + shape_embed: torch.FloatTensor, + text_embed: torch.FloatTensor, + image_embed: torch.FloatTensor, + logit_scale: torch.FloatTensor, + posteriors: Optional[DiagonalGaussianDistribution], + shape_logits: torch.FloatTensor, + shape_labels: torch.FloatTensor, + split: Optional[str] = "train", **kwargs): + + local_batch_size = shape_embed.size(0) + + if local_batch_size != self.last_local_batch_size: + self.labels = local_batch_size * misc.get_rank() + torch.arange( + local_batch_size, device=shape_embed.device + ).long() + self.last_local_batch_size = local_batch_size + + # normalized features + shape_embed = F.normalize(shape_embed, dim=-1, p=2) + text_embed = F.normalize(text_embed, dim=-1, p=2) + image_embed = F.normalize(image_embed, dim=-1, p=2) + + # gather features from all GPUs + shape_embed_all, text_embed_all, image_embed_all = misc.all_gather_batch( + [shape_embed, text_embed, image_embed] + ) + + # cosine similarity as logits + logits_per_shape_text = logit_scale * shape_embed @ text_embed_all.t() + logits_per_text_shape = logit_scale * text_embed @ shape_embed_all.t() + logits_per_shape_image = logit_scale * shape_embed @ image_embed_all.t() + logits_per_image_shape = logit_scale * image_embed @ shape_embed_all.t() + contrast_loss = (F.cross_entropy(logits_per_shape_text, self.labels) + + F.cross_entropy(logits_per_text_shape, self.labels)) / 2 + \ + (F.cross_entropy(logits_per_shape_image, self.labels) + + F.cross_entropy(logits_per_image_shape, self.labels)) / 2 + + # shape reconstruction + if self.num_near_samples is None: + num_vol = shape_logits.shape[1] // 2 + else: + num_vol = shape_logits.shape[1] - self.num_near_samples + + vol_logits = shape_logits[:, 0:num_vol] + vol_labels = shape_labels[:, 0:num_vol] + + near_logits = shape_logits[:, num_vol:] + near_labels = shape_labels[:, num_vol:] + + # occupancy loss + vol_bce = self.geo_criterion(vol_logits.float(), vol_labels.float()) + near_bce = self.geo_criterion(near_logits.float(), near_labels.float()) + + if posteriors is None: + kl_loss = torch.tensor(0.0, dtype=vol_logits.dtype, device=vol_logits.device) + else: + kl_loss = posteriors.kl(dims=(1, 2)) + kl_loss = torch.mean(kl_loss) + + loss = vol_bce + near_bce * self.near_weight + kl_loss * self.kl_weight + contrast_loss * self.contrast_weight + + # compute accuracy + with torch.no_grad(): + pred = torch.argmax(logits_per_shape_text, dim=-1) + correct = pred.eq(self.labels).sum() + shape_text_acc = 100 * correct / local_batch_size + + pred = torch.argmax(logits_per_shape_image, dim=-1) + correct = pred.eq(self.labels).sum() + shape_image_acc = 100 * correct / local_batch_size + + preds = shape_logits >= 0 + accuracy = (preds == shape_labels).float() + accuracy = accuracy.mean() + + log = { + "{}/contrast".format(split): contrast_loss.clone().detach(), + "{}/near".format(split): near_bce.detach(), + "{}/far".format(split): vol_bce.detach(), + "{}/kl".format(split): kl_loss.detach(), + "{}/shape_text_acc".format(split): shape_text_acc, + "{}/shape_image_acc".format(split): shape_image_acc, + "{}/total_loss".format(split): loss.clone().detach(), + "{}/accuracy".format(split): accuracy, + } + + if posteriors is not None: + log[f"{split}/mean"] = posteriors.mean.mean().detach() + log[f"{split}/std_mean"] = posteriors.std.mean().detach() + log[f"{split}/std_max"] = posteriors.std.max().detach() + + return loss, log diff --git a/primitive_anything/michelangelo/models/tsal/sal_perceiver.py b/primitive_anything/michelangelo/models/tsal/sal_perceiver.py new file mode 100755 index 0000000..1e66624 --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/sal_perceiver.py @@ -0,0 +1,423 @@ +# -*- coding: utf-8 -*- + +import torch +import torch.nn as nn +from typing import Optional +from einops import repeat +import math + +from ..modules import checkpoint +from ..modules.embedder import FourierEmbedder +from ..modules.distributions import DiagonalGaussianDistribution +from ..modules.transformer_blocks import ( + ResidualCrossAttentionBlock, + Transformer +) + +from .tsal_base import ShapeAsLatentModule + + +class CrossAttentionEncoder(nn.Module): + + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + num_latents: int, + fourier_embedder: FourierEmbedder, + point_feats: int, + width: int, + heads: int, + layers: int, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False, + use_ln_post: bool = False, + use_checkpoint: bool = False): + + super().__init__() + + self.use_checkpoint = use_checkpoint + self.num_latents = num_latents + + self.query = nn.Parameter(torch.randn((num_latents, width), device=device, dtype=dtype) * 0.02) + + self.fourier_embedder = fourier_embedder + self.input_proj = nn.Linear(self.fourier_embedder.out_dim + point_feats, width, device=device, dtype=dtype) + self.cross_attn = ResidualCrossAttentionBlock( + device=device, + dtype=dtype, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + ) + + self.self_attn = Transformer( + device=device, + dtype=dtype, + n_ctx=num_latents, + width=width, + layers=layers, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_checkpoint=False + ) + + if use_ln_post: + self.ln_post = nn.LayerNorm(width, dtype=dtype, device=device) + else: + self.ln_post = None + + def _forward(self, pc, feats): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, C] + + Returns: + + """ + + bs = pc.shape[0] + + data = self.fourier_embedder(pc) + if feats is not None: + data = torch.cat([data, feats], dim=-1) + data = self.input_proj(data) + + query = repeat(self.query, "m c -> b m c", b=bs) + latents = self.cross_attn(query, data) + latents = self.self_attn(latents) + + if self.ln_post is not None: + latents = self.ln_post(latents) + + return latents, pc + + def forward(self, pc: torch.FloatTensor, feats: Optional[torch.FloatTensor] = None): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, C] + + Returns: + dict + """ + + return checkpoint(self._forward, (pc, feats), self.parameters(), self.use_checkpoint) + + +class CrossAttentionDecoder(nn.Module): + + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + num_latents: int, + out_channels: int, + fourier_embedder: FourierEmbedder, + width: int, + heads: int, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False, + use_checkpoint: bool = False): + + super().__init__() + + self.use_checkpoint = use_checkpoint + self.fourier_embedder = fourier_embedder + + self.query_proj = nn.Linear(self.fourier_embedder.out_dim, width, device=device, dtype=dtype) + + self.cross_attn_decoder = ResidualCrossAttentionBlock( + device=device, + dtype=dtype, + n_data=num_latents, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash + ) + + self.ln_post = nn.LayerNorm(width, device=device, dtype=dtype) + self.output_proj = nn.Linear(width, out_channels, device=device, dtype=dtype) + + def _forward(self, queries: torch.FloatTensor, latents: torch.FloatTensor): + queries = self.query_proj(self.fourier_embedder(queries)) + x = self.cross_attn_decoder(queries, latents) + x = self.ln_post(x) + x = self.output_proj(x) + return x + + def forward(self, queries: torch.FloatTensor, latents: torch.FloatTensor): + return checkpoint(self._forward, (queries, latents), self.parameters(), self.use_checkpoint) + + +class ShapeAsLatentPerceiver(ShapeAsLatentModule): + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + num_latents: int, + point_feats: int = 0, + embed_dim: int = 0, + num_freqs: int = 8, + include_pi: bool = True, + width: int, + heads: int, + num_encoder_layers: int, + num_decoder_layers: int, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False, + use_ln_post: bool = False, + use_checkpoint: bool = False): + + super().__init__() + + self.use_checkpoint = use_checkpoint + + self.num_latents = num_latents + self.fourier_embedder = FourierEmbedder(num_freqs=num_freqs, include_pi=include_pi) + + init_scale = init_scale * math.sqrt(1.0 / width) + self.encoder = CrossAttentionEncoder( + device=device, + dtype=dtype, + fourier_embedder=self.fourier_embedder, + num_latents=num_latents, + point_feats=point_feats, + width=width, + heads=heads, + layers=num_encoder_layers, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_ln_post=use_ln_post, + use_checkpoint=use_checkpoint + ) + + self.embed_dim = embed_dim + if embed_dim > 0: + # VAE embed + self.pre_kl = nn.Linear(width, embed_dim * 2, device=device, dtype=dtype) + self.post_kl = nn.Linear(embed_dim, width, device=device, dtype=dtype) + self.latent_shape = (num_latents, embed_dim) + else: + self.latent_shape = (num_latents, width) + + self.transformer = Transformer( + device=device, + dtype=dtype, + n_ctx=num_latents, + width=width, + layers=num_decoder_layers, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_checkpoint=use_checkpoint + ) + + # geometry decoder + self.geo_decoder = CrossAttentionDecoder( + device=device, + dtype=dtype, + fourier_embedder=self.fourier_embedder, + out_channels=1, + num_latents=num_latents, + width=width, + heads=heads, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_checkpoint=use_checkpoint + ) + + def encode(self, + pc: torch.FloatTensor, + feats: Optional[torch.FloatTensor] = None, + sample_posterior: bool = True): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, C] + sample_posterior (bool): + + Returns: + latents (torch.FloatTensor) + center_pos (torch.FloatTensor or None): + posterior (DiagonalGaussianDistribution or None): + """ + + latents, center_pos = self.encoder(pc, feats) + + posterior = None + if self.embed_dim > 0: + moments = self.pre_kl(latents) + posterior = DiagonalGaussianDistribution(moments, feat_dim=-1) + + if sample_posterior: + latents = posterior.sample() + else: + latents = posterior.mode() + + return latents, center_pos, posterior + + def decode(self, latents: torch.FloatTensor): + latents = self.post_kl(latents) + return self.transformer(latents) + + def query_geometry(self, queries: torch.FloatTensor, latents: torch.FloatTensor): + logits = self.geo_decoder(queries, latents).squeeze(-1) + return logits + + def forward(self, + pc: torch.FloatTensor, + feats: torch.FloatTensor, + volume_queries: torch.FloatTensor, + sample_posterior: bool = True): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, C] + volume_queries (torch.FloatTensor): [B, P, 3] + sample_posterior (bool): + + Returns: + logits (torch.FloatTensor): [B, P] + center_pos (torch.FloatTensor): [B, M, 3] + posterior (DiagonalGaussianDistribution or None). + + """ + + latents, center_pos, posterior = self.encode(pc, feats, sample_posterior=sample_posterior) + + latents = self.decode(latents) + logits = self.query_geometry(volume_queries, latents) + + return logits, center_pos, posterior + + +class AlignedShapeLatentPerceiver(ShapeAsLatentPerceiver): + + def __init__(self, *, + device: Optional[torch.device], + dtype: Optional[torch.dtype], + num_latents: int, + point_feats: int = 0, + embed_dim: int = 0, + num_freqs: int = 8, + include_pi: bool = True, + width: int, + heads: int, + num_encoder_layers: int, + num_decoder_layers: int, + init_scale: float = 0.25, + qkv_bias: bool = True, + flash: bool = False, + use_ln_post: bool = False, + use_checkpoint: bool = False): + + super().__init__( + device=device, + dtype=dtype, + num_latents=1 + num_latents, + point_feats=point_feats, + embed_dim=embed_dim, + num_freqs=num_freqs, + include_pi=include_pi, + width=width, + heads=heads, + num_encoder_layers=num_encoder_layers, + num_decoder_layers=num_decoder_layers, + init_scale=init_scale, + qkv_bias=qkv_bias, + flash=flash, + use_ln_post=use_ln_post, + use_checkpoint=use_checkpoint + ) + + self.width = width + + def encode(self, + pc: torch.FloatTensor, + feats: Optional[torch.FloatTensor] = None, + sample_posterior: bool = True): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, c] + sample_posterior (bool): + + Returns: + shape_embed (torch.FloatTensor) + kl_embed (torch.FloatTensor): + posterior (DiagonalGaussianDistribution or None): + """ + + shape_embed, latents = self.encode_latents(pc, feats) + kl_embed, posterior = self.encode_kl_embed(latents, sample_posterior) + + return shape_embed, kl_embed, posterior + + def encode_latents(self, + pc: torch.FloatTensor, + feats: Optional[torch.FloatTensor] = None): + + x, _ = self.encoder(pc, feats) + + shape_embed = x[:, 0] + latents = x[:, 1:] + + return shape_embed, latents + + def encode_kl_embed(self, latents: torch.FloatTensor, sample_posterior: bool = True): + posterior = None + if self.embed_dim > 0: + moments = self.pre_kl(latents) + posterior = DiagonalGaussianDistribution(moments, feat_dim=-1) + + if sample_posterior: + kl_embed = posterior.sample() + else: + kl_embed = posterior.mode() + else: + kl_embed = latents + + return kl_embed, posterior + + def forward(self, + pc: torch.FloatTensor, + feats: torch.FloatTensor, + volume_queries: torch.FloatTensor, + sample_posterior: bool = True): + """ + + Args: + pc (torch.FloatTensor): [B, N, 3] + feats (torch.FloatTensor or None): [B, N, C] + volume_queries (torch.FloatTensor): [B, P, 3] + sample_posterior (bool): + + Returns: + shape_embed (torch.FloatTensor): [B, projection_dim] + logits (torch.FloatTensor): [B, M] + posterior (DiagonalGaussianDistribution or None). + + """ + + shape_embed, kl_embed, posterior = self.encode(pc, feats, sample_posterior=sample_posterior) + + latents = self.decode(kl_embed) + logits = self.query_geometry(volume_queries, latents) + + return shape_embed, logits, posterior diff --git a/primitive_anything/michelangelo/models/tsal/sal_pl_module.py b/primitive_anything/michelangelo/models/tsal/sal_pl_module.py new file mode 100755 index 0000000..20f9d8f --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/sal_pl_module.py @@ -0,0 +1,290 @@ +# -*- coding: utf-8 -*- + +from typing import List, Tuple, Dict, Optional +from omegaconf import DictConfig + +import torch +from torch.optim import lr_scheduler +import pytorch_lightning as pl +from typing import Union +from functools import partial + +from ...utils import instantiate_from_config + +from .inference_utils import extract_geometry +from .tsal_base import ( + ShapeAsLatentModule, + Latent2MeshOutput, + Point2MeshOutput +) + + +class ShapeAsLatentPLModule(pl.LightningModule): + + def __init__(self, *, + module_cfg, + loss_cfg, + optimizer_cfg: Optional[DictConfig] = None, + ckpt_path: Optional[str] = None, + ignore_keys: Union[Tuple[str], List[str]] = ()): + + super().__init__() + + self.sal: ShapeAsLatentModule = instantiate_from_config(module_cfg, device=None, dtype=None) + + self.loss = instantiate_from_config(loss_cfg) + + self.optimizer_cfg = optimizer_cfg + + if ckpt_path is not None: + self.init_from_ckpt(ckpt_path, ignore_keys=ignore_keys) + + self.save_hyperparameters() + + @property + def latent_shape(self): + return self.sal.latent_shape + + @property + def zero_rank(self): + if self._trainer: + zero_rank = self.trainer.local_rank == 0 + else: + zero_rank = True + + return zero_rank + + def init_from_ckpt(self, path, ignore_keys=()): + state_dict = torch.load(path, map_location="cpu")["state_dict"] + + keys = list(state_dict.keys()) + for k in keys: + for ik in ignore_keys: + if k.startswith(ik): + print("Deleting key {} from state_dict.".format(k)) + del state_dict[k] + + missing, unexpected = self.load_state_dict(state_dict, strict=False) + print(f"Restored from {path} with {len(missing)} missing and {len(unexpected)} unexpected keys") + if len(missing) > 0: + print(f"Missing Keys: {missing}") + print(f"Unexpected Keys: {unexpected}") + + def configure_optimizers(self) -> Tuple[List, List]: + lr = self.learning_rate + + # optimizers = [torch.optim.AdamW(self.sal.parameters(), lr=lr, betas=(0.9, 0.99), weight_decay=1e-4)] + # optimizers = [torch.optim.AdamW(self.sal.parameters(), lr=lr, betas=(0.9, 0.99), weight_decay=1e-3)] + + if self.optimizer_cfg is None: + optimizers = [torch.optim.AdamW(self.sal.parameters(), lr=lr, betas=(0.9, 0.99), weight_decay=1e-3)] + schedulers = [] + else: + optimizer = instantiate_from_config(self.optimizer_cfg.optimizer, params=self.sal.parameters()) + scheduler_func = instantiate_from_config( + self.optimizer_cfg.scheduler, + max_decay_steps=self.trainer.max_steps, + lr_max=lr + ) + scheduler = { + "scheduler": lr_scheduler.LambdaLR(optimizer, lr_lambda=scheduler_func.schedule), + "interval": "step", + "frequency": 1 + } + optimizers = [optimizer] + schedulers = [scheduler] + + return optimizers, schedulers + + def forward(self, + pc: torch.FloatTensor, + feats: torch.FloatTensor, + volume_queries: torch.FloatTensor): + + logits, center_pos, posterior = self.sal(pc, feats, volume_queries) + + return posterior, logits + + def encode(self, surface: torch.FloatTensor, sample_posterior=True): + + pc = surface[..., 0:3] + feats = surface[..., 3:6] + + latents, center_pos, posterior = self.sal.encode( + pc=pc, feats=feats, sample_posterior=sample_posterior + ) + + return latents + + def decode(self, + z_q, + bounds: Union[Tuple[float], List[float], float] = 1.1, + octree_depth: int = 7, + num_chunks: int = 10000) -> List[Latent2MeshOutput]: + + latents = self.sal.decode(z_q) # latents: [bs, num_latents, dim] + outputs = self.latent2mesh(latents, bounds=bounds, octree_depth=octree_depth, num_chunks=num_chunks) + + return outputs + + def training_step(self, batch: Dict[str, torch.FloatTensor], + batch_idx: int, optimizer_idx: int = 0) -> torch.FloatTensor: + """ + + Args: + batch (dict): the batch sample, and it contains: + - surface (torch.FloatTensor): [bs, n_surface, (3 + input_dim)] + - geo_points (torch.FloatTensor): [bs, n_pts, (3 + 1)] + + batch_idx (int): + + optimizer_idx (int): + + Returns: + loss (torch.FloatTensor): + + """ + + pc = batch["surface"][..., 0:3] + feats = batch["surface"][..., 3:] + + volume_queries = batch["geo_points"][..., 0:3] + volume_labels = batch["geo_points"][..., -1] + + posterior, logits = self( + pc=pc, feats=feats, volume_queries=volume_queries + ) + aeloss, log_dict_ae = self.loss(posterior, logits, volume_labels, split="train") + + self.log_dict(log_dict_ae, prog_bar=True, logger=True, batch_size=logits.shape[0], + sync_dist=False, rank_zero_only=True) + + return aeloss + + def validation_step(self, batch: Dict[str, torch.FloatTensor], batch_idx: int) -> torch.FloatTensor: + + pc = batch["surface"][..., 0:3] + feats = batch["surface"][..., 3:] + + volume_queries = batch["geo_points"][..., 0:3] + volume_labels = batch["geo_points"][..., -1] + + posterior, logits = self( + pc=pc, feats=feats, volume_queries=volume_queries, + ) + aeloss, log_dict_ae = self.loss(posterior, logits, volume_labels, split="val") + + self.log_dict(log_dict_ae, prog_bar=True, logger=True, batch_size=logits.shape[0], + sync_dist=False, rank_zero_only=True) + + return aeloss + + def point2mesh(self, + pc: torch.FloatTensor, + feats: torch.FloatTensor, + bounds: Union[Tuple[float], List[float]] = (-1.25, -1.25, -1.25, 1.25, 1.25, 1.25), + octree_depth: int = 7, + num_chunks: int = 10000) -> List[Point2MeshOutput]: + + """ + + Args: + pc: + feats: + bounds: + octree_depth: + num_chunks: + + Returns: + mesh_outputs (List[MeshOutput]): the mesh outputs list. + + """ + + outputs = [] + + device = pc.device + bs = pc.shape[0] + + # 1. point encoder + latents transformer + latents, center_pos, posterior = self.sal.encode(pc, feats) + latents = self.sal.decode(latents) # latents: [bs, num_latents, dim] + + geometric_func = partial(self.sal.query_geometry, latents=latents) + + # 2. decode geometry + mesh_v_f, has_surface = extract_geometry( + geometric_func=geometric_func, + device=device, + batch_size=bs, + bounds=bounds, + octree_depth=octree_depth, + num_chunks=num_chunks, + disable=not self.zero_rank + ) + + # 3. decode texture + for i, ((mesh_v, mesh_f), is_surface) in enumerate(zip(mesh_v_f, has_surface)): + if not is_surface: + outputs.append(None) + continue + + out = Point2MeshOutput() + out.mesh_v = mesh_v + out.mesh_f = mesh_f + out.pc = torch.cat([pc[i], feats[i]], dim=-1).cpu().numpy() + + if center_pos is not None: + out.center = center_pos[i].cpu().numpy() + + outputs.append(out) + + return outputs + + def latent2mesh(self, + latents: torch.FloatTensor, + bounds: Union[Tuple[float], List[float], float] = 1.1, + octree_depth: int = 7, + num_chunks: int = 10000) -> List[Latent2MeshOutput]: + + """ + + Args: + latents: [bs, num_latents, dim] + bounds: + octree_depth: + num_chunks: + + Returns: + mesh_outputs (List[MeshOutput]): the mesh outputs list. + + """ + + outputs = [] + + geometric_func = partial(self.sal.query_geometry, latents=latents) + + # 2. decode geometry + device = latents.device + mesh_v_f, has_surface = extract_geometry( + geometric_func=geometric_func, + device=device, + batch_size=len(latents), + bounds=bounds, + octree_depth=octree_depth, + num_chunks=num_chunks, + disable=not self.zero_rank + ) + + # 3. decode texture + for i, ((mesh_v, mesh_f), is_surface) in enumerate(zip(mesh_v_f, has_surface)): + if not is_surface: + outputs.append(None) + continue + + out = Latent2MeshOutput() + out.mesh_v = mesh_v + out.mesh_f = mesh_f + + outputs.append(out) + + return outputs diff --git a/primitive_anything/michelangelo/models/tsal/tsal_base.py b/primitive_anything/michelangelo/models/tsal/tsal_base.py new file mode 100755 index 0000000..233a8af --- /dev/null +++ b/primitive_anything/michelangelo/models/tsal/tsal_base.py @@ -0,0 +1,121 @@ +# -*- coding: utf-8 -*- + +import torch.nn as nn +from typing import Tuple, List, Optional +import pytorch_lightning as pl + + +class Point2MeshOutput(object): + def __init__(self): + self.mesh_v = None + self.mesh_f = None + self.center = None + self.pc = None + + +class Latent2MeshOutput(object): + + def __init__(self): + self.mesh_v = None + self.mesh_f = None + + +class AlignedMeshOutput(object): + + def __init__(self): + self.mesh_v = None + self.mesh_f = None + self.surface = None + self.image = None + self.text: Optional[str] = None + self.shape_text_similarity: Optional[float] = None + self.shape_image_similarity: Optional[float] = None + + +class ShapeAsLatentPLModule(pl.LightningModule): + latent_shape: Tuple[int] + + def encode(self, surface, *args, **kwargs): + raise NotImplementedError + + def decode(self, z_q, *args, **kwargs): + raise NotImplementedError + + def latent2mesh(self, latents, *args, **kwargs) -> List[Latent2MeshOutput]: + raise NotImplementedError + + def point2mesh(self, *args, **kwargs) -> List[Point2MeshOutput]: + raise NotImplementedError + + +class ShapeAsLatentModule(nn.Module): + latent_shape: Tuple[int, int] + + def __init__(self, *args, **kwargs): + super().__init__() + + def encode(self, *args, **kwargs): + raise NotImplementedError + + def decode(self, *args, **kwargs): + raise NotImplementedError + + def query_geometry(self, *args, **kwargs): + raise NotImplementedError + + +class AlignedShapeAsLatentPLModule(pl.LightningModule): + latent_shape: Tuple[int] + + def set_shape_model_only(self): + raise NotImplementedError + + def encode(self, surface, *args, **kwargs): + raise NotImplementedError + + def decode(self, z_q, *args, **kwargs): + raise NotImplementedError + + def latent2mesh(self, latents, *args, **kwargs) -> List[Latent2MeshOutput]: + raise NotImplementedError + + def point2mesh(self, *args, **kwargs) -> List[Point2MeshOutput]: + raise NotImplementedError + + +class AlignedShapeAsLatentModule(nn.Module): + shape_model: ShapeAsLatentModule + latent_shape: Tuple[int, int] + + def __init__(self, *args, **kwargs): + super().__init__() + + def set_shape_model_only(self): + raise NotImplementedError + + def encode_image_embed(self, *args, **kwargs): + raise NotImplementedError + + def encode_text_embed(self, *args, **kwargs): + raise NotImplementedError + + def encode_shape_embed(self, *args, **kwargs): + raise NotImplementedError + + +class TexturedShapeAsLatentModule(nn.Module): + + def __init__(self, *args, **kwargs): + super().__init__() + + def encode(self, *args, **kwargs): + raise NotImplementedError + + def decode(self, *args, **kwargs): + raise NotImplementedError + + def query_geometry(self, *args, **kwargs): + raise NotImplementedError + + def query_color(self, *args, **kwargs): + raise NotImplementedError diff --git a/primitive_anything/michelangelo/shapevae-256.yaml b/primitive_anything/michelangelo/shapevae-256.yaml new file mode 100755 index 0000000..3d158a4 --- /dev/null +++ b/primitive_anything/michelangelo/shapevae-256.yaml @@ -0,0 +1,42 @@ +model: + target: primitive_anything.michelangelo.models.tsal.asl_pl_module.AlignedShapeAsLatentPLModule + params: + shape_module_cfg: + target: primitive_anything.michelangelo.models.tsal.sal_perceiver.AlignedShapeLatentPerceiver + params: + num_latents: 256 + embed_dim: 64 + point_feats: 3 # normal + num_freqs: 8 + include_pi: false + heads: 12 + width: 768 + num_encoder_layers: 8 + num_decoder_layers: 16 + use_ln_post: true + init_scale: 0.25 + qkv_bias: false + use_checkpoint: true + aligned_module_cfg: + target: primitive_anything.michelangelo.models.tsal.clip_asl_module.CLIPAlignedShapeAsLatentModule + loss_cfg: + target: primitive_anything.michelangelo.models.tsal.loss.ContrastKLNearFar + params: + contrast_weight: 0.1 + near_weight: 0.1 + kl_weight: 0.001 + optimizer_cfg: + optimizer: + target: torch.optim.AdamW + params: + betas: [0.9, 0.99] + eps: 1.e-6 + weight_decay: 1.e-2 + + scheduler: + target: primitive_anything.michelangelo.utils.trainings.lr_scheduler.LambdaWarmUpCosineFactorScheduler + params: + warm_up_steps: 5000 + f_start: 1.e-6 + f_min: 1.e-3 + f_max: 1.0 diff --git a/primitive_anything/michelangelo/utils/__init__.py b/primitive_anything/michelangelo/utils/__init__.py new file mode 100755 index 0000000..76d2dd3 --- /dev/null +++ b/primitive_anything/michelangelo/utils/__init__.py @@ -0,0 +1,4 @@ +# -*- coding: utf-8 -*- + +from .misc import get_config_from_file +from .misc import instantiate_from_config diff --git a/primitive_anything/michelangelo/utils/eval.py b/primitive_anything/michelangelo/utils/eval.py new file mode 100755 index 0000000..954b9ae --- /dev/null +++ b/primitive_anything/michelangelo/utils/eval.py @@ -0,0 +1,12 @@ +# -*- coding: utf-8 -*- + +import torch + + +def compute_psnr(x, y, data_range: float = 2, eps: float = 1e-7): + + mse = torch.mean((x - y) ** 2) + psnr = 10 * torch.log10(data_range / (mse + eps)) + + return psnr + diff --git a/primitive_anything/michelangelo/utils/io.py b/primitive_anything/michelangelo/utils/io.py new file mode 100755 index 0000000..e651e5a --- /dev/null +++ b/primitive_anything/michelangelo/utils/io.py @@ -0,0 +1,47 @@ +# -*- coding: utf-8 -*- + +import os +import io +import tarfile +import json +import numpy as np +import numpy.lib.format + + +def mkdir(path): + os.makedirs(path, exist_ok=True) + return path + + +def npy_loads(data): + stream = io.BytesIO(data) + return np.lib.format.read_array(stream) + + +def npz_loads(data): + return np.load(io.BytesIO(data)) + + +def json_loads(data): + return json.loads(data) + + +def load_json(filepath): + with open(filepath, "r") as f: + data = json.load(f) + return data + + +def write_json(filepath, data): + with open(filepath, "w") as f: + json.dump(data, f, indent=2) + + +def extract_tar(tar_path, tar_cache_folder): + + with tarfile.open(tar_path, "r") as tar: + tar.extractall(path=tar_cache_folder) + + tar_uids = sorted(os.listdir(tar_cache_folder)) + print(f"extract tar: {tar_path} to {tar_cache_folder}") + return tar_uids diff --git a/primitive_anything/michelangelo/utils/misc.py b/primitive_anything/michelangelo/utils/misc.py new file mode 100755 index 0000000..bbef357 --- /dev/null +++ b/primitive_anything/michelangelo/utils/misc.py @@ -0,0 +1,103 @@ +# -*- coding: utf-8 -*- + +import importlib +from omegaconf import OmegaConf, DictConfig, ListConfig + +import torch +import torch.distributed as dist +from typing import Union + + +def get_config_from_file(config_file: str) -> Union[DictConfig, ListConfig]: + config_file = OmegaConf.load(config_file) + + if 'base_config' in config_file.keys(): + if config_file['base_config'] == "default_base": + base_config = OmegaConf.create() + # base_config = get_default_config() + elif config_file['base_config'].endswith(".yaml"): + base_config = get_config_from_file(config_file['base_config']) + else: + raise ValueError(f"{config_file} must be `.yaml` file or it contains `base_config` key.") + + config_file = {key: value for key, value in config_file if key != "base_config"} + + return OmegaConf.merge(base_config, config_file) + + return config_file + + +def get_obj_from_str(string, reload=False): + module, cls = string.rsplit(".", 1) + if reload: + module_imp = importlib.import_module(module) + importlib.reload(module_imp) + return getattr(importlib.import_module(module, package=None), cls) + + +def get_obj_from_config(config): + if "target" not in config: + raise KeyError("Expected key `target` to instantiate.") + + return get_obj_from_str(config["target"]) + + +def instantiate_from_config(config, **kwargs): + if "target" not in config: + raise KeyError("Expected key `target` to instantiate.") + + cls = get_obj_from_str(config["target"]) + + params = config.get("params", dict()) + # params.update(kwargs) + # instance = cls(**params) + kwargs.update(params) + instance = cls(**kwargs) + + return instance + + +def is_dist_avail_and_initialized(): + if not dist.is_available(): + return False + if not dist.is_initialized(): + return False + return True + + +def get_rank(): + if not is_dist_avail_and_initialized(): + return 0 + return dist.get_rank() + + +def get_world_size(): + if not is_dist_avail_and_initialized(): + return 1 + return dist.get_world_size() + + +def all_gather_batch(tensors): + """ + Performs all_gather operation on the provided tensors. + """ + # Queue the gathered tensors + world_size = get_world_size() + # There is no need for reduction in the single-proc case + if world_size == 1: + return tensors + tensor_list = [] + output_tensor = [] + for tensor in tensors: + tensor_all = [torch.ones_like(tensor) for _ in range(world_size)] + dist.all_gather( + tensor_all, + tensor, + async_op=False # performance opt + ) + + tensor_list.append(tensor_all) + + for tensor_all in tensor_list: + output_tensor.append(torch.cat(tensor_all, dim=0)) + return output_tensor diff --git a/primitive_anything/michelangelo/utils/visualizers/__init__.py b/primitive_anything/michelangelo/utils/visualizers/__init__.py new file mode 100755 index 0000000..40a96af --- /dev/null +++ b/primitive_anything/michelangelo/utils/visualizers/__init__.py @@ -0,0 +1 @@ +# -*- coding: utf-8 -*- diff --git a/primitive_anything/michelangelo/utils/visualizers/color_util.py b/primitive_anything/michelangelo/utils/visualizers/color_util.py new file mode 100755 index 0000000..7983243 --- /dev/null +++ b/primitive_anything/michelangelo/utils/visualizers/color_util.py @@ -0,0 +1,43 @@ +import numpy as np +import matplotlib.pyplot as plt + + +# Helper functions +def get_colors(inp, colormap="viridis", normalize=True, vmin=None, vmax=None): + colormap = plt.cm.get_cmap(colormap) + if normalize: + vmin = np.min(inp) + vmax = np.max(inp) + + norm = plt.Normalize(vmin, vmax) + return colormap(norm(inp))[:, :3] + + +def gen_checkers(n_checkers_x, n_checkers_y, width=256, height=256): + # tex dims need to be power of two. + array = np.ones((width, height, 3), dtype='float32') + + # width in texels of each checker + checker_w = width / n_checkers_x + checker_h = height / n_checkers_y + + for y in range(height): + for x in range(width): + color_key = int(x / checker_w) + int(y / checker_h) + if color_key % 2 == 0: + array[x, y, :] = [1., 0.874, 0.0] + else: + array[x, y, :] = [0., 0., 0.] + return array + + +def gen_circle(width=256, height=256): + xx, yy = np.mgrid[:width, :height] + circle = (xx - width / 2 + 0.5) ** 2 + (yy - height / 2 + 0.5) ** 2 + array = np.ones((width, height, 4), dtype='float32') + array[:, :, 0] = (circle <= width) + array[:, :, 1] = (circle <= width) + array[:, :, 2] = (circle <= width) + array[:, :, 3] = circle <= width + return array + diff --git a/primitive_anything/michelangelo/utils/visualizers/html_util.py b/primitive_anything/michelangelo/utils/visualizers/html_util.py new file mode 100755 index 0000000..f90fe6c --- /dev/null +++ b/primitive_anything/michelangelo/utils/visualizers/html_util.py @@ -0,0 +1,49 @@ +# -*- coding: utf-8 -*- +import io +import base64 +import numpy as np +from PIL import Image + + +def to_html_frame(content): + + html_frame = f""" + + + {content} + + + """ + + return html_frame + + +def to_single_row_table(caption: str, content: str): + + table_html = f""" + + + + + +
    {caption}
    {content}
    + """ + + return table_html + + +def to_image_embed_tag(image: np.ndarray): + + # Convert np.ndarray to bytes + img = Image.fromarray(image) + raw_bytes = io.BytesIO() + img.save(raw_bytes, "PNG") + + # Encode bytes to base64 + image_base64 = base64.b64encode(raw_bytes.getvalue()).decode("utf-8") + + image_tag = f""" + Embedded Image + """ + + return image_tag diff --git a/primitive_anything/michelangelo/utils/visualizers/pythreejs_viewer.py b/primitive_anything/michelangelo/utils/visualizers/pythreejs_viewer.py new file mode 100755 index 0000000..b3ce0f8 --- /dev/null +++ b/primitive_anything/michelangelo/utils/visualizers/pythreejs_viewer.py @@ -0,0 +1,534 @@ +import numpy as np +from ipywidgets import embed +import pythreejs as p3s +import uuid + +from .color_util import get_colors, gen_circle, gen_checkers + + +EMBED_URL = "https://cdn.jsdelivr.net/npm/@jupyter-widgets/html-manager@1.0.1/dist/embed-amd.js" + + +class PyThreeJSViewer(object): + + def __init__(self, settings, render_mode="WEBSITE"): + self.render_mode = render_mode + self.__update_settings(settings) + self._light = p3s.DirectionalLight(color='white', position=[0, 0, 1], intensity=0.6) + self._light2 = p3s.AmbientLight(intensity=0.5) + self._cam = p3s.PerspectiveCamera(position=[0, 0, 1], lookAt=[0, 0, 0], fov=self.__s["fov"], + aspect=self.__s["width"] / self.__s["height"], children=[self._light]) + self._orbit = p3s.OrbitControls(controlling=self._cam) + self._scene = p3s.Scene(children=[self._cam, self._light2], background=self.__s["background"]) # "#4c4c80" + self._renderer = p3s.Renderer(camera=self._cam, scene=self._scene, controls=[self._orbit], + width=self.__s["width"], height=self.__s["height"], + antialias=self.__s["antialias"]) + + self.__objects = {} + self.__cnt = 0 + + def jupyter_mode(self): + self.render_mode = "JUPYTER" + + def offline(self): + self.render_mode = "OFFLINE" + + def website(self): + self.render_mode = "WEBSITE" + + def __get_shading(self, shading): + shad = {"flat": True, "wireframe": False, "wire_width": 0.03, "wire_color": "black", + "side": 'DoubleSide', "colormap": "viridis", "normalize": [None, None], + "bbox": False, "roughness": 0.5, "metalness": 0.25, "reflectivity": 1.0, + "line_width": 1.0, "line_color": "black", + "point_color": "red", "point_size": 0.01, "point_shape": "circle", + "text_color": "red" + } + for k in shading: + shad[k] = shading[k] + return shad + + def __update_settings(self, settings={}): + sett = {"width": 600, "height": 600, "antialias": True, "scale": 1.5, "background": "#ffffff", + "fov": 30} + for k in settings: + sett[k] = settings[k] + self.__s = sett + + def __add_object(self, obj, parent=None): + if not parent: # Object is added to global scene and objects dict + self.__objects[self.__cnt] = obj + self.__cnt += 1 + self._scene.add(obj["mesh"]) + else: # Object is added to parent object and NOT to objects dict + parent.add(obj["mesh"]) + + self.__update_view() + + if self.render_mode == "JUPYTER": + return self.__cnt - 1 + elif self.render_mode == "WEBSITE": + return self + + def __add_line_geometry(self, lines, shading, obj=None): + lines = lines.astype("float32", copy=False) + mi = np.min(lines, axis=0) + ma = np.max(lines, axis=0) + + geometry = p3s.LineSegmentsGeometry(positions=lines.reshape((-1, 2, 3))) + material = p3s.LineMaterial(linewidth=shading["line_width"], color=shading["line_color"]) + # , vertexColors='VertexColors'), + lines = p3s.LineSegments2(geometry=geometry, material=material) # type='LinePieces') + line_obj = {"geometry": geometry, "mesh": lines, "material": material, + "max": ma, "min": mi, "type": "Lines", "wireframe": None} + + if obj: + return self.__add_object(line_obj, obj), line_obj + else: + return self.__add_object(line_obj) + + def __update_view(self): + if len(self.__objects) == 0: + return + ma = np.zeros((len(self.__objects), 3)) + mi = np.zeros((len(self.__objects), 3)) + for r, obj in enumerate(self.__objects): + ma[r] = self.__objects[obj]["max"] + mi[r] = self.__objects[obj]["min"] + ma = np.max(ma, axis=0) + mi = np.min(mi, axis=0) + diag = np.linalg.norm(ma - mi) + mean = ((ma - mi) / 2 + mi).tolist() + scale = self.__s["scale"] * (diag) + self._orbit.target = mean + self._cam.lookAt(mean) + self._cam.position = [mean[0], mean[1], mean[2] + scale] + self._light.position = [mean[0], mean[1], mean[2] + scale] + + self._orbit.exec_three_obj_method('update') + self._cam.exec_three_obj_method('updateProjectionMatrix') + + def __get_bbox(self, v): + m = np.min(v, axis=0) + M = np.max(v, axis=0) + + # Corners of the bounding box + v_box = np.array([[m[0], m[1], m[2]], [M[0], m[1], m[2]], [M[0], M[1], m[2]], [m[0], M[1], m[2]], + [m[0], m[1], M[2]], [M[0], m[1], M[2]], [M[0], M[1], M[2]], [m[0], M[1], M[2]]]) + + f_box = np.array([[0, 1], [1, 2], [2, 3], [3, 0], [4, 5], [5, 6], [6, 7], [7, 4], + [0, 4], [1, 5], [2, 6], [7, 3]], dtype=np.uint32) + return v_box, f_box + + def __get_colors(self, v, f, c, sh): + coloring = "VertexColors" + if type(c) == np.ndarray and c.size == 3: # Single color + colors = np.ones_like(v) + colors[:, 0] = c[0] + colors[:, 1] = c[1] + colors[:, 2] = c[2] + # print("Single colors") + elif type(c) == np.ndarray and len(c.shape) == 2 and c.shape[1] == 3: # Color values for + if c.shape[0] == f.shape[0]: # faces + colors = np.hstack([c, c, c]).reshape((-1, 3)) + coloring = "FaceColors" + # print("Face color values") + elif c.shape[0] == v.shape[0]: # vertices + colors = c + # print("Vertex color values") + else: # Wrong size, fallback + print("Invalid color array given! Supported are numpy arrays.", type(c)) + colors = np.ones_like(v) + colors[:, 0] = 1.0 + colors[:, 1] = 0.874 + colors[:, 2] = 0.0 + elif type(c) == np.ndarray and c.size == f.shape[0]: # Function values for faces + normalize = sh["normalize"][0] != None and sh["normalize"][1] != None + cc = get_colors(c, sh["colormap"], normalize=normalize, + vmin=sh["normalize"][0], vmax=sh["normalize"][1]) + # print(cc.shape) + colors = np.hstack([cc, cc, cc]).reshape((-1, 3)) + coloring = "FaceColors" + # print("Face function values") + elif type(c) == np.ndarray and c.size == v.shape[0]: # Function values for vertices + normalize = sh["normalize"][0] != None and sh["normalize"][1] != None + colors = get_colors(c, sh["colormap"], normalize=normalize, + vmin=sh["normalize"][0], vmax=sh["normalize"][1]) + # print("Vertex function values") + + else: + colors = np.ones_like(v) + colors[:, 0] = 1.0 + colors[:, 1] = 0.874 + colors[:, 2] = 0.0 + + # No color + if c is not None: + print("Invalid color array given! Supported are numpy arrays.", type(c)) + + return colors, coloring + + def __get_point_colors(self, v, c, sh): + v_color = True + if c is None: # No color given, use global color + # conv = mpl.colors.ColorConverter() + colors = sh["point_color"] # np.array(conv.to_rgb(sh["point_color"])) + v_color = False + elif isinstance(c, str): # No color given, use global color + # conv = mpl.colors.ColorConverter() + colors = c # np.array(conv.to_rgb(c)) + v_color = False + elif type(c) == np.ndarray and len(c.shape) == 2 and c.shape[0] == v.shape[0] and c.shape[1] == 3: + # Point color + colors = c.astype("float32", copy=False) + + elif isinstance(c, np.ndarray) and len(c.shape) == 2 and c.shape[0] == v.shape[0] and c.shape[1] != 3: + # Function values for vertices, but the colors are features + c_norm = np.linalg.norm(c, ord=2, axis=-1) + normalize = sh["normalize"][0] != None and sh["normalize"][1] != None + colors = get_colors(c_norm, sh["colormap"], normalize=normalize, + vmin=sh["normalize"][0], vmax=sh["normalize"][1]) + colors = colors.astype("float32", copy=False) + + elif type(c) == np.ndarray and c.size == v.shape[0]: # Function color + normalize = sh["normalize"][0] != None and sh["normalize"][1] != None + colors = get_colors(c, sh["colormap"], normalize=normalize, + vmin=sh["normalize"][0], vmax=sh["normalize"][1]) + colors = colors.astype("float32", copy=False) + # print("Vertex function values") + + else: + print("Invalid color array given! Supported are numpy arrays.", type(c)) + colors = sh["point_color"] + v_color = False + + return colors, v_color + + def add_mesh(self, v, f, c=None, uv=None, n=None, shading={}, texture_data=None, **kwargs): + shading.update(kwargs) + sh = self.__get_shading(shading) + mesh_obj = {} + + # it is a tet + if v.shape[1] == 3 and f.shape[1] == 4: + f_tmp = np.ndarray([f.shape[0] * 4, 3], dtype=f.dtype) + for i in range(f.shape[0]): + f_tmp[i * 4 + 0] = np.array([f[i][1], f[i][0], f[i][2]]) + f_tmp[i * 4 + 1] = np.array([f[i][0], f[i][1], f[i][3]]) + f_tmp[i * 4 + 2] = np.array([f[i][1], f[i][2], f[i][3]]) + f_tmp[i * 4 + 3] = np.array([f[i][2], f[i][0], f[i][3]]) + f = f_tmp + + if v.shape[1] == 2: + v = np.append(v, np.zeros([v.shape[0], 1]), 1) + + # Type adjustment vertices + v = v.astype("float32", copy=False) + + # Color setup + colors, coloring = self.__get_colors(v, f, c, sh) + + # Type adjustment faces and colors + c = colors.astype("float32", copy=False) + + # Material and geometry setup + ba_dict = {"color": p3s.BufferAttribute(c)} + if coloring == "FaceColors": + verts = np.zeros((f.shape[0] * 3, 3), dtype="float32") + for ii in range(f.shape[0]): + # print(ii*3, f[ii]) + verts[ii * 3] = v[f[ii, 0]] + verts[ii * 3 + 1] = v[f[ii, 1]] + verts[ii * 3 + 2] = v[f[ii, 2]] + v = verts + else: + f = f.astype("uint32", copy=False).ravel() + ba_dict["index"] = p3s.BufferAttribute(f, normalized=False) + + ba_dict["position"] = p3s.BufferAttribute(v, normalized=False) + + if uv is not None: + uv = (uv - np.min(uv)) / (np.max(uv) - np.min(uv)) + if texture_data is None: + texture_data = gen_checkers(20, 20) + tex = p3s.DataTexture(data=texture_data, format="RGBFormat", type="FloatType") + material = p3s.MeshStandardMaterial(map=tex, reflectivity=sh["reflectivity"], side=sh["side"], + roughness=sh["roughness"], metalness=sh["metalness"], + flatShading=sh["flat"], + polygonOffset=True, polygonOffsetFactor=1, polygonOffsetUnits=5) + ba_dict["uv"] = p3s.BufferAttribute(uv.astype("float32", copy=False)) + else: + material = p3s.MeshStandardMaterial(vertexColors=coloring, reflectivity=sh["reflectivity"], + side=sh["side"], roughness=sh["roughness"], metalness=sh["metalness"], + flatShading=sh["flat"], + polygonOffset=True, polygonOffsetFactor=1, polygonOffsetUnits=5) + + if type(n) != type(None) and coloring == "VertexColors": # TODO: properly handle normals for FaceColors as well + ba_dict["normal"] = p3s.BufferAttribute(n.astype("float32", copy=False), normalized=True) + + geometry = p3s.BufferGeometry(attributes=ba_dict) + + if coloring == "VertexColors" and type(n) == type(None): + geometry.exec_three_obj_method('computeVertexNormals') + elif coloring == "FaceColors" and type(n) == type(None): + geometry.exec_three_obj_method('computeFaceNormals') + + # Mesh setup + mesh = p3s.Mesh(geometry=geometry, material=material) + + # Wireframe setup + mesh_obj["wireframe"] = None + if sh["wireframe"]: + wf_geometry = p3s.WireframeGeometry(mesh.geometry) # WireframeGeometry + wf_material = p3s.LineBasicMaterial(color=sh["wire_color"], linewidth=sh["wire_width"]) + wireframe = p3s.LineSegments(wf_geometry, wf_material) + mesh.add(wireframe) + mesh_obj["wireframe"] = wireframe + + # Bounding box setup + if sh["bbox"]: + v_box, f_box = self.__get_bbox(v) + _, bbox = self.add_edges(v_box, f_box, sh, mesh) + mesh_obj["bbox"] = [bbox, v_box, f_box] + + # Object setup + mesh_obj["max"] = np.max(v, axis=0) + mesh_obj["min"] = np.min(v, axis=0) + mesh_obj["geometry"] = geometry + mesh_obj["mesh"] = mesh + mesh_obj["material"] = material + mesh_obj["type"] = "Mesh" + mesh_obj["shading"] = sh + mesh_obj["coloring"] = coloring + mesh_obj["arrays"] = [v, f, c] # TODO replays with proper storage or remove if not needed + + return self.__add_object(mesh_obj) + + def add_lines(self, beginning, ending, shading={}, obj=None, **kwargs): + shading.update(kwargs) + if len(beginning.shape) == 1: + if len(beginning) == 2: + beginning = np.array([[beginning[0], beginning[1], 0]]) + else: + if beginning.shape[1] == 2: + beginning = np.append( + beginning, np.zeros([beginning.shape[0], 1]), 1) + if len(ending.shape) == 1: + if len(ending) == 2: + ending = np.array([[ending[0], ending[1], 0]]) + else: + if ending.shape[1] == 2: + ending = np.append( + ending, np.zeros([ending.shape[0], 1]), 1) + + sh = self.__get_shading(shading) + lines = np.hstack([beginning, ending]) + lines = lines.reshape((-1, 3)) + return self.__add_line_geometry(lines, sh, obj) + + def add_edges(self, vertices, edges, shading={}, obj=None, **kwargs): + shading.update(kwargs) + if vertices.shape[1] == 2: + vertices = np.append( + vertices, np.zeros([vertices.shape[0], 1]), 1) + sh = self.__get_shading(shading) + lines = np.zeros((edges.size, 3)) + cnt = 0 + for e in edges: + lines[cnt, :] = vertices[e[0]] + lines[cnt + 1, :] = vertices[e[1]] + cnt += 2 + return self.__add_line_geometry(lines, sh, obj) + + def add_points(self, points, c=None, shading={}, obj=None, **kwargs): + shading.update(kwargs) + if len(points.shape) == 1: + if len(points) == 2: + points = np.array([[points[0], points[1], 0]]) + else: + if points.shape[1] == 2: + points = np.append( + points, np.zeros([points.shape[0], 1]), 1) + sh = self.__get_shading(shading) + points = points.astype("float32", copy=False) + mi = np.min(points, axis=0) + ma = np.max(points, axis=0) + + g_attributes = {"position": p3s.BufferAttribute(points, normalized=False)} + m_attributes = {"size": sh["point_size"]} + + if sh["point_shape"] == "circle": # Plot circles + tex = p3s.DataTexture(data=gen_circle(16, 16), format="RGBAFormat", type="FloatType") + m_attributes["map"] = tex + m_attributes["alphaTest"] = 0.5 + m_attributes["transparency"] = True + else: # Plot squares + pass + + colors, v_colors = self.__get_point_colors(points, c, sh) + if v_colors: # Colors per point + m_attributes["vertexColors"] = 'VertexColors' + g_attributes["color"] = p3s.BufferAttribute(colors, normalized=False) + + else: # Colors for all points + m_attributes["color"] = colors + + material = p3s.PointsMaterial(**m_attributes) + geometry = p3s.BufferGeometry(attributes=g_attributes) + points = p3s.Points(geometry=geometry, material=material) + point_obj = {"geometry": geometry, "mesh": points, "material": material, + "max": ma, "min": mi, "type": "Points", "wireframe": None} + + if obj: + return self.__add_object(point_obj, obj), point_obj + else: + return self.__add_object(point_obj) + + def remove_object(self, obj_id): + if obj_id not in self.__objects: + print("Invalid object id. Valid ids are: ", list(self.__objects.keys())) + return + self._scene.remove(self.__objects[obj_id]["mesh"]) + del self.__objects[obj_id] + self.__update_view() + + def reset(self): + for obj_id in list(self.__objects.keys()).copy(): + self._scene.remove(self.__objects[obj_id]["mesh"]) + del self.__objects[obj_id] + self.__update_view() + + def update_object(self, oid=0, vertices=None, colors=None, faces=None): + obj = self.__objects[oid] + if type(vertices) != type(None): + if obj["coloring"] == "FaceColors": + f = obj["arrays"][1] + verts = np.zeros((f.shape[0] * 3, 3), dtype="float32") + for ii in range(f.shape[0]): + # print(ii*3, f[ii]) + verts[ii * 3] = vertices[f[ii, 0]] + verts[ii * 3 + 1] = vertices[f[ii, 1]] + verts[ii * 3 + 2] = vertices[f[ii, 2]] + v = verts + + else: + v = vertices.astype("float32", copy=False) + obj["geometry"].attributes["position"].array = v + # self.wireframe.attributes["position"].array = v # Wireframe updates? + obj["geometry"].attributes["position"].needsUpdate = True + # obj["geometry"].exec_three_obj_method('computeVertexNormals') + if type(colors) != type(None): + colors, coloring = self.__get_colors(obj["arrays"][0], obj["arrays"][1], colors, obj["shading"]) + colors = colors.astype("float32", copy=False) + obj["geometry"].attributes["color"].array = colors + obj["geometry"].attributes["color"].needsUpdate = True + if type(faces) != type(None): + if obj["coloring"] == "FaceColors": + print("Face updates are currently only possible in vertex color mode.") + return + f = faces.astype("uint32", copy=False).ravel() + print(obj["geometry"].attributes) + obj["geometry"].attributes["index"].array = f + # self.wireframe.attributes["position"].array = v # Wireframe updates? + obj["geometry"].attributes["index"].needsUpdate = True + # obj["geometry"].exec_three_obj_method('computeVertexNormals') + # self.mesh.geometry.verticesNeedUpdate = True + # self.mesh.geometry.elementsNeedUpdate = True + # self.update() + if self.render_mode == "WEBSITE": + return self + + # def update(self): + # self.mesh.exec_three_obj_method('update') + # self.orbit.exec_three_obj_method('update') + # self.cam.exec_three_obj_method('updateProjectionMatrix') + # self.scene.exec_three_obj_method('update') + + def add_text(self, text, shading={}, **kwargs): + shading.update(kwargs) + sh = self.__get_shading(shading) + tt = p3s.TextTexture(string=text, color=sh["text_color"]) + sm = p3s.SpriteMaterial(map=tt) + text = p3s.Sprite(material=sm, scaleToTexture=True) + self._scene.add(text) + + # def add_widget(self, widget, callback): + # self.widgets.append(widget) + # widget.observe(callback, names='value') + + # def add_dropdown(self, options, default, desc, cb): + # widget = widgets.Dropdown(options=options, value=default, description=desc) + # self.__widgets.append(widget) + # widget.observe(cb, names="value") + # display(widget) + + # def add_button(self, text, cb): + # button = widgets.Button(description=text) + # self.__widgets.append(button) + # button.on_click(cb) + # display(button) + + def to_html(self, imports=True, html_frame=True): + # Bake positions (fixes centering bug in offline rendering) + if len(self.__objects) == 0: + return + ma = np.zeros((len(self.__objects), 3)) + mi = np.zeros((len(self.__objects), 3)) + for r, obj in enumerate(self.__objects): + ma[r] = self.__objects[obj]["max"] + mi[r] = self.__objects[obj]["min"] + ma = np.max(ma, axis=0) + mi = np.min(mi, axis=0) + diag = np.linalg.norm(ma - mi) + mean = (ma - mi) / 2 + mi + for r, obj in enumerate(self.__objects): + v = self.__objects[obj]["geometry"].attributes["position"].array + v -= mean + v += np.array([0.0, .9, 0.0]) #! to move the obj to the center of window + + scale = self.__s["scale"] * (diag) + self._orbit.target = [0.0, 0.0, 0.0] + self._cam.lookAt([0.0, 0.0, 0.0]) + # self._cam.position = [0.0, 0.0, scale] + self._cam.position = [0.0, 0.5, scale * 1.3] #! show four complete meshes in the window + self._light.position = [0.0, 0.0, scale] + + state = embed.dependency_state(self._renderer) + + # Somehow these entries are missing when the state is exported in python. + # Exporting from the GUI works, so we are inserting the missing entries. + for k in state: + if state[k]["model_name"] == "OrbitControlsModel": + state[k]["state"]["maxAzimuthAngle"] = "inf" + state[k]["state"]["maxDistance"] = "inf" + state[k]["state"]["maxZoom"] = "inf" + state[k]["state"]["minAzimuthAngle"] = "-inf" + + tpl = embed.load_requirejs_template + if not imports: + embed.load_requirejs_template = "" + + s = embed.embed_snippet(self._renderer, state=state, embed_url=EMBED_URL) + # s = embed.embed_snippet(self.__w, state=state) + embed.load_requirejs_template = tpl + + if html_frame: + s = "\n\n" + s + "\n\n" + + # Revert changes + for r, obj in enumerate(self.__objects): + v = self.__objects[obj]["geometry"].attributes["position"].array + v += mean + self.__update_view() + + return s + + def save(self, filename=""): + if filename == "": + uid = str(uuid.uuid4()) + ".html" + else: + filename = filename.replace(".html", "") + uid = filename + '.html' + with open(uid, "w") as f: + f.write(self.to_html()) + print("Plot saved to file %s." % uid) diff --git a/primitive_anything/primitive_dataset.py b/primitive_anything/primitive_dataset.py new file mode 100644 index 0000000..eb4b58f --- /dev/null +++ b/primitive_anything/primitive_dataset.py @@ -0,0 +1,87 @@ +import copy +import json +import os + +import numpy as np +from scipy.linalg import polar +from scipy.spatial.transform import Rotation +import open3d as o3d +import torch +from torch.utils.data import Dataset + +from .utils import exists +from .utils.logger import print_log + + +def create_dataset(cfg_dataset): + kwargs = cfg_dataset + name = kwargs.pop('name') + dataset = get_dataset(name)(**kwargs) + print_log(f"Dataset '{name}' init: kwargs={kwargs}, len={len(dataset)}") + return dataset + +def get_dataset(name): + return { + 'base': PrimitiveDataset, + }[name] + + +SHAPE_CODE = { + 'CubeBevel': 0, + 'SphereSharp': 1, + 'CylinderSharp': 2, +} + + +class PrimitiveDataset(Dataset): + def __init__(self, + pc_dir, + bs_dir, + max_length=144, + range_scale=[0, 1], + range_rotation=[-180, 180], + range_translation=[-1, 1], + rotation_type='euler', + pc_format='pc', + ): + self.data_filename = os.listdir(pc_dir) + + self.pc_dir = pc_dir + self.max_length = max_length + self.range_scale = range_scale + self.range_rotation = range_rotation + self.range_translation = range_translation + self.rotation_type = rotation_type + self.pc_format = pc_format + + with open(os.path.join(bs_dir, 'basic_shapes.json'), 'r', encoding='utf-8') as f: + basic_shapes = json.load(f) + + self.typeid_map = { + 1101002001034001: 'CubeBevel', + 1101002001034010: 'SphereSharp', + 1101002001034002: 'CylinderSharp', + } + + def __len__(self): + return len(self.data_filename) + + def __getitem__(self, idx): + pc_file = os.path.join(self.pc_dir, self.data_filename[idx]) + pc = o3d.io.read_point_cloud(pc_file) + + model_data = {} + + points = torch.from_numpy(np.asarray(pc.points)).float() + colors = torch.from_numpy(np.asarray(pc.colors)).float() + normals = torch.from_numpy(np.asarray(pc.normals)).float() + if self.pc_format == 'pc': + model_data['pc'] = torch.concatenate([points, colors], dim=-1).T + elif self.pc_format == 'pn': + model_data['pc'] = torch.concatenate([points, normals], dim=-1) + elif self.pc_format == 'pcn': + model_data['pc'] = torch.concatenate([points, colors, normals], dim=-1) + else: + raise ValueError(f'invalid pc_format: {self.pc_format}') + + return model_data diff --git a/primitive_anything/primitive_transformer.py b/primitive_anything/primitive_transformer.py new file mode 100755 index 0000000..9c3d748 --- /dev/null +++ b/primitive_anything/primitive_transformer.py @@ -0,0 +1,948 @@ +from __future__ import annotations + +from functools import partial +from math import ceil +import os + +from accelerate.utils import DistributedDataParallelKwargs +from beartype.typing import Tuple, Callable, List + +from einops import rearrange, repeat, reduce, pack +from gateloop_transformer import SimpleGateLoopLayer +from huggingface_hub import PyTorchModelHubMixin +import numpy as np +import open3d as o3d +from tqdm import tqdm +import torch +from torch import nn, Tensor +from torch.nn import Module, ModuleList +import torch.nn.functional as F +from pytorch3d.loss import chamfer_distance +from pytorch3d.transforms import euler_angles_to_matrix +from x_transformers import Decoder +from x_transformers.x_transformers import LayerIntermediates +from x_transformers.autoregressive_wrapper import eval_decorator + +from .michelangelo import ShapeConditioner as ShapeConditioner_miche +from .utils import ( + discretize, + undiscretize, + set_module_requires_grad_, + default, + exists, + safe_cat, + identity, + is_tensor_empty, +) +from .utils.typing import Float, Int, Bool, typecheck + + +# constants + +DEFAULT_DDP_KWARGS = DistributedDataParallelKwargs( + find_unused_parameters = True +) +SHAPE_CODE = { + 'CubeBevel': 0, + 'SphereSharp': 1, + 'CylinderSharp': 2, +} +BS_NAME = { + 0: 'CubeBevel', + 1: 'SphereSharp', + 2: 'CylinderSharp', +} + +# FiLM block + +class FiLM(Module): + def __init__(self, dim, dim_out = None): + super().__init__() + dim_out = default(dim_out, dim) + + self.to_gamma = nn.Linear(dim, dim_out, bias = False) + self.to_beta = nn.Linear(dim, dim_out) + + self.gamma_mult = nn.Parameter(torch.zeros(1,)) + self.beta_mult = nn.Parameter(torch.zeros(1,)) + + def forward(self, x, cond): + gamma, beta = self.to_gamma(cond), self.to_beta(cond) + gamma, beta = tuple(rearrange(t, 'b d -> b 1 d') for t in (gamma, beta)) + + # for initializing to identity + + gamma = (1 + self.gamma_mult * gamma.tanh()) + beta = beta.tanh() * self.beta_mult + + # classic film + + return x * gamma + beta + +# gateloop layers + +class GateLoopBlock(Module): + def __init__( + self, + dim, + *, + depth, + use_heinsen = True + ): + super().__init__() + self.gateloops = ModuleList([]) + + for _ in range(depth): + gateloop = SimpleGateLoopLayer(dim = dim, use_heinsen = use_heinsen) + self.gateloops.append(gateloop) + + def forward( + self, + x, + cache = None + ): + received_cache = exists(cache) + + if is_tensor_empty(x): + return x, None + + if received_cache: + prev, x = x[:, :-1], x[:, -1:] + + cache = default(cache, []) + cache = iter(cache) + + new_caches = [] + for gateloop in self.gateloops: + layer_cache = next(cache, None) + out, new_cache = gateloop(x, cache = layer_cache, return_cache = True) + new_caches.append(new_cache) + x = x + out + + if received_cache: + x = torch.cat((prev, x), dim = -2) + + return x, new_caches + + +def top_k_2(logits, frac_num_tokens=0.1, k=None): + num_tokens = logits.shape[-1] + + k = default(k, ceil(frac_num_tokens * num_tokens)) + k = min(k, num_tokens) + + val, ind = torch.topk(logits, k) + probs = torch.full_like(logits, float('-inf')) + probs.scatter_(2, ind, val) + return probs + + +def soft_argmax(labels): + indices = torch.arange(labels.size(-1), dtype=labels.dtype, device=labels.device) + soft_argmax = torch.sum(labels * indices, dim=-1) + return soft_argmax + + +class PrimitiveTransformerDiscrete(Module, PyTorchModelHubMixin): + @typecheck + def __init__( + self, + *, + num_discrete_scale = 128, + continuous_range_scale: List[float, float] = [0, 1], + dim_scale_embed = 64, + num_discrete_rotation = 180, + continuous_range_rotation: List[float, float] = [-180, 180], + dim_rotation_embed = 64, + num_discrete_translation = 128, + continuous_range_translation: List[float, float] = [-1, 1], + dim_translation_embed = 64, + num_type = 3, + dim_type_embed = 64, + embed_order = 'ctrs', + bin_smooth_blur_sigma = 0.4, + dim: int | Tuple[int, int] = 512, + flash_attn = True, + attn_depth = 12, + attn_dim_head = 64, + attn_heads = 16, + attn_kwargs: dict = dict( + ff_glu = True, + attn_num_mem_kv = 4 + ), + max_primitive_len = 144, + dropout = 0., + coarse_pre_gateloop_depth = 2, + coarse_post_gateloop_depth = 0, + coarse_adaptive_rmsnorm = False, + gateloop_use_heinsen = False, + pad_id = -1, + num_sos_tokens = None, + condition_on_shape = True, + shape_cond_with_cross_attn = False, + shape_cond_with_film = False, + shape_cond_with_cat = False, + shape_condition_model_type = 'michelangelo', + shape_condition_len = 1, + shape_condition_dim = None, + cross_attn_num_mem_kv = 4, # needed for preventing nan when dropping out shape condition + loss_weight: dict = dict( + eos = 1.0, + type = 1.0, + scale = 1.0, + rotation = 1.0, + translation = 1.0, + reconstruction = 1.0, + scale_huber = 1.0, + rotation_huber = 1.0, + translation_huber = 1.0, + ), + bs_pc_dir=None, + ): + super().__init__() + + # feature embedding + self.num_discrete_scale = num_discrete_scale + self.continuous_range_scale = continuous_range_scale + self.discretize_scale = partial(discretize, num_discrete=num_discrete_scale, continuous_range=continuous_range_scale) + self.undiscretize_scale = partial(undiscretize, num_discrete=num_discrete_scale, continuous_range=continuous_range_scale) + self.scale_embed = nn.Embedding(num_discrete_scale, dim_scale_embed) + + self.num_discrete_rotation = num_discrete_rotation + self.continuous_range_rotation = continuous_range_rotation + self.discretize_rotation = partial(discretize, num_discrete=num_discrete_rotation, continuous_range=continuous_range_rotation) + self.undiscretize_rotation = partial(undiscretize, num_discrete=num_discrete_rotation, continuous_range=continuous_range_rotation) + self.rotation_embed = nn.Embedding(num_discrete_rotation, dim_rotation_embed) + + self.num_discrete_translation = num_discrete_translation + self.continuous_range_translation = continuous_range_translation + self.discretize_translation = partial(discretize, num_discrete=num_discrete_translation, continuous_range=continuous_range_translation) + self.undiscretize_translation = partial(undiscretize, num_discrete=num_discrete_translation, continuous_range=continuous_range_translation) + self.translation_embed = nn.Embedding(num_discrete_translation, dim_translation_embed) + + self.num_type = num_type + self.type_embed = nn.Embedding(num_type, dim_type_embed) + + self.embed_order = embed_order + self.bin_smooth_blur_sigma = bin_smooth_blur_sigma + + # initial dimension + + self.dim = dim + init_dim = 3 * (dim_scale_embed + dim_rotation_embed + dim_translation_embed) + dim_type_embed + + # project into model dimension + self.project_in = nn.Linear(init_dim, dim) + + num_sos_tokens = default(num_sos_tokens, 1 if not condition_on_shape or not shape_cond_with_film else 4) + assert num_sos_tokens > 0 + + self.num_sos_tokens = num_sos_tokens + self.sos_token = nn.Parameter(torch.randn(num_sos_tokens, dim)) + + # the transformer eos token + self.eos_token = nn.Parameter(torch.randn(1, dim)) + + self.emb_layernorm = nn.LayerNorm(dim) + self.max_seq_len = max_primitive_len + + # shape condition + + self.condition_on_shape = condition_on_shape + self.shape_cond_with_cross_attn = False + self.shape_cond_with_cat = False + self.shape_condition_model_type = '' + self.conditioner = None + dim_shape = None + + if condition_on_shape: + assert shape_cond_with_cross_attn or shape_cond_with_film or shape_cond_with_cat + self.shape_cond_with_cross_attn = shape_cond_with_cross_attn + self.shape_cond_with_cat = shape_cond_with_cat + self.shape_condition_model_type = shape_condition_model_type + if 'michelangelo' in shape_condition_model_type: + self.conditioner = ShapeConditioner_miche(dim_latent=shape_condition_dim) + self.to_cond_dim = nn.Linear(self.conditioner.dim_model_out * 2, self.conditioner.dim_latent) + self.to_cond_dim_head = nn.Linear(self.conditioner.dim_model_out, self.conditioner.dim_latent) + else: + raise ValueError(f'unknown shape_condition_model_type {self.shape_condition_model_type}') + + dim_shape = self.conditioner.dim_latent + set_module_requires_grad_(self.conditioner, False) + + self.shape_coarse_film_cond = FiLM(dim_shape, dim) if shape_cond_with_film else identity + + self.coarse_gateloop_block = GateLoopBlock(dim, depth=coarse_pre_gateloop_depth, use_heinsen=gateloop_use_heinsen) if coarse_pre_gateloop_depth > 0 else None + self.coarse_post_gateloop_block = GateLoopBlock(dim, depth=coarse_post_gateloop_depth, use_heinsen=gateloop_use_heinsen) if coarse_post_gateloop_depth > 0 else None + self.coarse_adaptive_rmsnorm = coarse_adaptive_rmsnorm + + self.decoder = Decoder( + dim=dim, + depth=attn_depth, + heads=attn_heads, + attn_dim_head=attn_dim_head, + attn_flash=flash_attn, + attn_dropout=dropout, + ff_dropout=dropout, + use_adaptive_rmsnorm=coarse_adaptive_rmsnorm, + dim_condition=dim_shape, + cross_attend=self.shape_cond_with_cross_attn, + cross_attn_dim_context=dim_shape, + cross_attn_num_mem_kv=cross_attn_num_mem_kv, + **attn_kwargs + ) + + # to logits + self.to_eos_logits = nn.Sequential( + nn.Linear(dim, dim), + nn.ReLU(), + nn.Linear(dim, 1) + ) + self.to_type_logits = nn.Sequential( + nn.Linear(dim, dim), + nn.ReLU(), + nn.Linear(dim, num_type) + ) + self.to_translation_logits = nn.Sequential( + nn.Linear(dim + dim_type_embed, dim), + nn.ReLU(), + nn.Linear(dim, 3 * num_discrete_translation) + ) + self.to_rotation_logits = nn.Sequential( + nn.Linear(dim + dim_type_embed + 3 * dim_translation_embed, dim), + nn.ReLU(), + nn.Linear(dim, 3 * num_discrete_rotation) + ) + self.to_scale_logits = nn.Sequential( + nn.Linear(dim + dim_type_embed + 3 * (dim_translation_embed + dim_rotation_embed), dim), + nn.ReLU(), + nn.Linear(dim, 3 * num_discrete_scale) + ) + + self.pad_id = pad_id + + bs_pc_map = {} + for bs_name, type_code in SHAPE_CODE.items(): + pc = o3d.io.read_point_cloud(os.path.join(bs_pc_dir, f'SM_GR_BS_{bs_name}_001.ply')) + bs_pc_map[type_code] = torch.from_numpy(np.asarray(pc.points)).float() + bs_pc_list = [] + for i in range(len(bs_pc_map)): + bs_pc_list.append(bs_pc_map[i]) + self.bs_pc = torch.stack(bs_pc_list, dim=0) + + self.rotation_matrix_align_coord = euler_angles_to_matrix( + torch.Tensor([np.pi/2, 0, 0]), 'XYZ').unsqueeze(0).unsqueeze(0) + + @property + def device(self): + return next(self.parameters()).device + + @typecheck + @torch.no_grad() + def embed_pc(self, pc: Tensor): + if 'michelangelo' in self.shape_condition_model_type: + pc_head, pc_embed = self.conditioner(shape=pc) + pc_embed = torch.cat([self.to_cond_dim_head(pc_head), self.to_cond_dim(pc_embed)], dim=-2).detach() + else: + raise ValueError(f'unknown shape_condition_model_type {self.shape_condition_model_type}') + + return pc_embed + + @typecheck + def recon_primitives( + self, + scale_logits: Float['b np 3 nd'], + rotation_logits: Float['b np 3 nd'], + translation_logits: Float['b np 3 nd'], + type_logits: Int['b np nd'], + primitive_mask: Bool['b np'] + ): + recon_scale = self.undiscretize_scale(scale_logits.argmax(dim=-1)) + recon_scale = recon_scale.masked_fill(~primitive_mask.unsqueeze(-1), float('nan')) + recon_rotation = self.undiscretize_rotation(rotation_logits.argmax(dim=-1)) + recon_rotation = recon_rotation.masked_fill(~primitive_mask.unsqueeze(-1), float('nan')) + recon_translation = self.undiscretize_translation(translation_logits.argmax(dim=-1)) + recon_translation = recon_translation.masked_fill(~primitive_mask.unsqueeze(-1), float('nan')) + recon_type_code = type_logits.argmax(dim=-1) + recon_type_code = recon_type_code.masked_fill(~primitive_mask, -1) + + return { + 'scale': recon_scale, + 'rotation': recon_rotation, + 'translation': recon_translation, + 'type_code': recon_type_code + } + + @typecheck + def sample_primitives( + self, + scale: Float['b np 3 nd'], + rotation: Float['b np 3 nd'], + translation: Float['b np 3 nd'], + type_code: Int['b np nd'], + next_embed: Float['b 1 nd'], + temperature: float = 1., + filter_logits_fn: Callable = top_k_2, + filter_kwargs: dict = dict() + ): + def sample_func(logits): + if logits.ndim == 4: + enable_squeeze = True + logits = logits.squeeze(1) + else: + enable_squeeze = False + + filtered_logits = filter_logits_fn(logits, **filter_kwargs) + + if temperature == 0.: + sample = filtered_logits.argmax(dim=-1) + else: + probs = F.softmax(filtered_logits / temperature, dim=-1) + + sample = torch.zeros((probs.shape[0], probs.shape[1]), dtype=torch.long, device=probs.device) + for b_i in range(probs.shape[0]): + sample[b_i] = torch.multinomial(probs[b_i], 1).squeeze() + + if enable_squeeze: + sample = sample.unsqueeze(1) + + return sample + + next_type_logits = self.to_type_logits(next_embed) + next_type_code = sample_func(next_type_logits) + type_code_new, _ = pack([type_code, next_type_code], 'b *') + + type_embed = self.type_embed(next_type_code) + next_embed_packed, _ = pack([next_embed, type_embed], 'b np *') + next_translation_logits = rearrange(self.to_translation_logits(next_embed_packed), 'b np (c nd) -> b np c nd', nd=self.num_discrete_translation) + next_discretize_translation = sample_func(next_translation_logits) + next_translation = self.undiscretize_translation(next_discretize_translation) + translation_new, _ = pack([translation, next_translation], 'b * nd') + + next_translation_embed = self.translation_embed(next_discretize_translation) + next_embed_packed, _ = pack([next_embed_packed, next_translation_embed], 'b np *') + next_rotation_logits = rearrange(self.to_rotation_logits(next_embed_packed), 'b np (c nd) -> b np c nd', nd=self.num_discrete_rotation) + next_discretize_rotation = sample_func(next_rotation_logits) + next_rotation = self.undiscretize_rotation(next_discretize_rotation) + rotation_new, _ = pack([rotation, next_rotation], 'b * nd') + + next_rotation_embed = self.rotation_embed(next_discretize_rotation) + next_embed_packed, _ = pack([next_embed_packed, next_rotation_embed], 'b np *') + next_scale_logits = rearrange(self.to_scale_logits(next_embed_packed), 'b np (c nd) -> b np c nd', nd=self.num_discrete_scale) + next_discretize_scale = sample_func(next_scale_logits) + next_scale = self.undiscretize_scale(next_discretize_scale) + scale_new, _ = pack([scale, next_scale], 'b * nd') + + return ( + scale_new, + rotation_new, + translation_new, + type_code_new + ) + + @eval_decorator + @torch.no_grad() + @typecheck + def generate( + self, + batch_size: int | None = None, + filter_logits_fn: Callable = top_k_2, + filter_kwargs: dict = dict(), + temperature: float = 1., + scale: Float['b np 3'] | None = None, + rotation: Float['b np 3'] | None = None, + translation: Float['b np 3'] | None = None, + type_code: Int['b np'] | None = None, + pc: Tensor | None = None, + pc_embed: Tensor | None = None, + cache_kv = True, + max_seq_len = None, + ): + max_seq_len = default(max_seq_len, self.max_seq_len) + + if exists(scale) and exists(rotation) and exists(translation) and exists(type_code): + assert not exists(batch_size) + assert scale.shape[1] == rotation.shape[1] == translation.shape[1] == type_code.shape[1] + assert scale.shape[1] <= self.max_seq_len + + batch_size = scale.shape[0] + + if self.condition_on_shape: + assert exists(pc) ^ exists(pc_embed), '`pc` or `pc_embed` must be passed in' + if exists(pc): + pc_embed = self.embed_pc(pc) + + batch_size = default(batch_size, pc_embed.shape[0]) + + batch_size = default(batch_size, 1) + + scale = default(scale, torch.empty((batch_size, 0, 3), dtype=torch.float64, device=self.device)) + rotation = default(rotation, torch.empty((batch_size, 0, 3), dtype=torch.float64, device=self.device)) + translation = default(translation, torch.empty((batch_size, 0, 3), dtype=torch.float64, device=self.device)) + type_code = default(type_code, torch.empty((batch_size, 0), dtype=torch.int64, device=self.device)) + + curr_length = scale.shape[1] + + cache = None + eos_codes = None + + for i in tqdm(range(curr_length, max_seq_len)): + can_eos = i != 0 + output = self.forward( + scale=scale, + rotation=rotation, + translation=translation, + type_code=type_code, + pc_embed=pc_embed, + return_loss=False, + return_cache=cache_kv, + append_eos=False, + cache=cache + ) + if cache_kv: + next_embed, cache = output + else: + next_embed = output + ( + scale, + rotation, + translation, + type_code + ) = self.sample_primitives( + scale, + rotation, + translation, + type_code, + next_embed, + temperature=temperature, + filter_logits_fn=filter_logits_fn, + filter_kwargs=filter_kwargs + ) + + next_eos_logits = self.to_eos_logits(next_embed).squeeze(-1) + next_eos_code = (F.sigmoid(next_eos_logits) > 0.5) + eos_codes = safe_cat([eos_codes, next_eos_code], 1) + if can_eos and eos_codes.any(dim=-1).all(): + break + + # mask out to padding anything after the first eos + mask = eos_codes.float().cumsum(dim=-1) >= 1 + + # concat cur_length to mask + mask = torch.cat((torch.zeros((batch_size, curr_length), dtype=torch.bool, device=self.device), mask), dim=-1) + type_code = type_code.masked_fill(mask, self.pad_id) + scale = scale.masked_fill(mask.unsqueeze(-1), self.pad_id) + rotation = rotation.masked_fill(mask.unsqueeze(-1), self.pad_id) + translation = translation.masked_fill(mask.unsqueeze(-1), self.pad_id) + + recon_primitives = { + 'scale': scale, + 'rotation': rotation, + 'translation': translation, + 'type_code': type_code + } + primitive_mask = ~eos_codes + + return recon_primitives, primitive_mask + + + @eval_decorator + @torch.no_grad() + @typecheck + def generate_w_recon_loss( + self, + batch_size: int | None = None, + filter_logits_fn: Callable = top_k_2, + filter_kwargs: dict = dict(), + temperature: float = 1., + scale: Float['b np 3'] | None = None, + rotation: Float['b np 3'] | None = None, + translation: Float['b np 3'] | None = None, + type_code: Int['b np'] | None = None, + pc: Tensor | None = None, + pc_embed: Tensor | None = None, + cache_kv = True, + max_seq_len = None, + single_directional = True, + ): + max_seq_len = default(max_seq_len, self.max_seq_len) + + if exists(scale) and exists(rotation) and exists(translation) and exists(type_code): + assert not exists(batch_size) + assert scale.shape[1] == rotation.shape[1] == translation.shape[1] == type_code.shape[1] + assert scale.shape[1] <= self.max_seq_len + + batch_size = scale.shape[0] + + if self.condition_on_shape: + assert exists(pc) ^ exists(pc_embed), '`pc` or `pc_embed` must be passed in' + if exists(pc): + pc_embed = self.embed_pc(pc) + + batch_size = default(batch_size, pc_embed.shape[0]) + + batch_size = default(batch_size, 1) + assert batch_size == 1 # TODO: support any batch size + + scale = default(scale, torch.empty((batch_size, 0, 3), dtype=torch.float32, device=self.device)) + rotation = default(rotation, torch.empty((batch_size, 0, 3), dtype=torch.float32, device=self.device)) + translation = default(translation, torch.empty((batch_size, 0, 3), dtype=torch.float32, device=self.device)) + type_code = default(type_code, torch.empty((batch_size, 0), dtype=torch.int64, device=self.device)) + + curr_length = scale.shape[1] + + cache = None + eos_codes = None + last_recon_loss = 1 + for i in tqdm(range(curr_length, max_seq_len)): + can_eos = i != 0 + output = self.forward( + scale=scale, + rotation=rotation, + translation=translation, + type_code=type_code, + pc_embed=pc_embed, + return_loss=False, + return_cache=cache_kv, + append_eos=False, + cache=cache + ) + if cache_kv: + next_embed, cache = output + else: + next_embed = output + ( + scale_new, + rotation_new, + translation_new, + type_code_new + ) = self.sample_primitives( + scale, + rotation, + translation, + type_code, + next_embed, + temperature=temperature, + filter_logits_fn=filter_logits_fn, + filter_kwargs=filter_kwargs + ) + + next_eos_logits = self.to_eos_logits(next_embed).squeeze(-1) + next_eos_code = (F.sigmoid(next_eos_logits) > 0.5) + eos_codes = safe_cat([eos_codes, next_eos_code], 1) + if can_eos and eos_codes.any(dim=-1).all(): + scale, rotation, translation, type_code = ( + scale_new, rotation_new, translation_new, type_code_new) + break + + recon_loss = self.compute_chamfer_distance(scale_new, rotation_new, translation_new, type_code_new, ~eos_codes, pc, single_directional) + if recon_loss < last_recon_loss: + last_recon_loss = recon_loss + scale, rotation, translation, type_code = ( + scale_new, rotation_new, translation_new, type_code_new) + else: + best_recon_loss = recon_loss + best_primitives = dict( + scale=scale_new, rotation=rotation_new, translation=translation_new, type_code=type_code_new) + success_flag = False + print(f'last_recon_loss:{last_recon_loss}, recon_loss:{recon_loss} -> to find better primitive') + for try_i in range(5): + ( + scale_new, + rotation_new, + translation_new, + type_code_new + ) = self.sample_primitives( + scale, + rotation, + translation, + type_code, + next_embed, + temperature=1.0, + filter_logits_fn=filter_logits_fn, + filter_kwargs=filter_kwargs + ) + recon_loss = self.compute_chamfer_distance(scale_new, rotation_new, translation_new, type_code_new, ~eos_codes, pc) + print(f'[try_{try_i}] last_recon_loss:{last_recon_loss}, best_recon_loss:{best_recon_loss}, cur_recon_loss:{recon_loss}') + if recon_loss < last_recon_loss: + last_recon_loss = recon_loss + scale, rotation, translation, type_code = ( + scale_new, rotation_new, translation_new, type_code_new) + success_flag = True + break + else: + if recon_loss < best_recon_loss: + best_recon_loss = recon_loss + best_primitives = dict( + scale=scale_new, rotation=rotation_new, translation=translation_new, type_code=type_code_new) + + if not success_flag: + last_recon_loss = best_recon_loss + scale, rotation, translation, type_code = ( + best_primitives['scale'], best_primitives['rotation'], best_primitives['translation'], best_primitives['type_code']) + print(f'new_last_recon_loss:{last_recon_loss}') + + # mask out to padding anything after the first eos + mask = eos_codes.float().cumsum(dim=-1) >= 1 + type_code = type_code.masked_fill(mask, self.pad_id) + scale = scale.masked_fill(mask.unsqueeze(-1), self.pad_id) + rotation = rotation.masked_fill(mask.unsqueeze(-1), self.pad_id) + translation = translation.masked_fill(mask.unsqueeze(-1), self.pad_id) + + recon_primitives = { + 'scale': scale, + 'rotation': rotation, + 'translation': translation, + 'type_code': type_code + } + primitive_mask = ~eos_codes + + return recon_primitives, primitive_mask + + + @typecheck + def encode( + self, + *, + scale: Float['b np 3'], + rotation: Float['b np 3'], + translation: Float['b np 3'], + type_code: Int['b np'], + primitive_mask: Bool['b np'], + return_primitives = False + ): + """ + einops: + b - batch + np - number of primitives + c - coordinates (3) + d - embed dim + """ + + # compute feature embedding + discretize_scale = self.discretize_scale(scale) + scale_embed = self.scale_embed(discretize_scale) + scale_embed = rearrange(scale_embed, 'b np c d -> b np (c d)') + + discretize_rotation = self.discretize_rotation(rotation) + rotation_embed = self.rotation_embed(discretize_rotation) + rotation_embed = rearrange(rotation_embed, 'b np c d -> b np (c d)') + + discretize_translation = self.discretize_translation(translation) + translation_embed = self.translation_embed(discretize_translation) + translation_embed = rearrange(translation_embed, 'b np c d -> b np (c d)') + + type_embed = self.type_embed(type_code.masked_fill(~primitive_mask, 0)) + + # combine all features and project into model dimension + if self.embed_order == 'srtc': + primitive_embed, _ = pack([scale_embed, rotation_embed, translation_embed, type_embed], 'b np *') + else: + primitive_embed, _ = pack([type_embed, translation_embed, rotation_embed, scale_embed], 'b np *') + + primitive_embed = self.project_in(primitive_embed) + primitive_embed = primitive_embed.masked_fill(~primitive_mask.unsqueeze(-1), 0.) + + if not return_primitives: + return primitive_embed + + primitive_embed_unpacked = { + 'scale': scale_embed, + 'rotation': rotation_embed, + 'translation': translation_embed, + 'type_code': type_embed + } + + primitives_gt = { + 'scale': discretize_scale, + 'rotation': discretize_rotation, + 'translation': discretize_translation, + 'type_code': type_code + } + + return primitive_embed, primitive_embed_unpacked, primitives_gt + + @typecheck + def compute_chamfer_distance( + self, + scale_pred: Float['b np 3'], + rotation_pred: Float['b np 3'], + translation_pred: Float['b np 3'], + type_pred: Int['b np'], + primitive_mask: Bool['b np'], + pc: Tensor, # b, num_points, c + single_directional = True + ): + scale_pred = scale_pred.float() + rotation_pred = rotation_pred.float() + translation_pred = translation_pred.float() + + pc_pred = apply_transformation(self.bs_pc.to(type_pred.device)[type_pred], scale_pred, torch.deg2rad(rotation_pred), translation_pred) + pc_pred = torch.matmul(pc_pred, self.rotation_matrix_align_coord.to(type_pred.device)) + pc_pred_flat = rearrange(pc_pred, 'b np p c -> b (np p) c') + pc_pred_sampled = random_sample_pc(pc_pred_flat, primitive_mask.sum(dim=-1, keepdim=True), n_points=self.bs_pc.shape[1]) + + if single_directional: + recon_loss, _ = chamfer_distance(pc[:, :, :3].float(), pc_pred_sampled.float(), single_directional=True) # single directional + else: + recon_loss, _ = chamfer_distance(pc_pred_sampled.float(), pc[:, :, :3].float()) + + return recon_loss + + def forward( + self, + *, + scale: Float['b np 3'], + rotation: Float['b np 3'], + translation: Float['b np 3'], + type_code: Int['b np'], + loss_reduction: str = 'mean', + return_cache = False, + append_eos = True, + cache: LayerIntermediates | None = None, + pc: Tensor | None = None, + pc_embed: Tensor | None = None, + **kwargs + ): + + primitive_mask = reduce(scale != self.pad_id, 'b np 3 -> b np', 'all') + + if scale.shape[1] > 0: + codes, primitives_embeds, primitives_gt = self.encode( + scale=scale, + rotation=rotation, + translation=translation, + type_code=type_code, + primitive_mask=primitive_mask, + return_primitives=True + ) + else: + codes = torch.empty((scale.shape[0], 0, self.dim), dtype=torch.float32, device=self.device) + + # handle shape conditions + + attn_context_kwargs = dict() + + if self.condition_on_shape: + assert exists(pc) ^ exists(pc_embed), '`pc` or `pc_embed` must be passed in' + + if exists(pc): + if 'michelangelo' in self.shape_condition_model_type: + pc_head, pc_embed = self.conditioner(shape=pc) + pc_embed = torch.cat([self.to_cond_dim_head(pc_head), self.to_cond_dim(pc_embed)], dim=-2) + else: + raise ValueError(f'unknown shape_condition_model_type {self.shape_condition_model_type}') + + assert pc_embed.shape[0] == codes.shape[0], 'batch size of point cloud is not equal to the batch size of the primitive codes' + + pooled_pc_embed = pc_embed.mean(dim=1) # (b, shape_condition_dim) + + if self.shape_cond_with_cross_attn: + attn_context_kwargs = dict( + context=pc_embed + ) + + if self.coarse_adaptive_rmsnorm: + attn_context_kwargs.update( + condition=pooled_pc_embed + ) + + batch, seq_len, _ = codes.shape # (b, np, dim) + device = codes.device + assert seq_len <= self.max_seq_len, f'received codes of length {seq_len} but needs to be less than or equal to set max_seq_len {self.max_seq_len}' + + if append_eos: + assert exists(codes) + code_lens = primitive_mask.sum(dim=-1) + codes = pad_tensor(codes) + + batch_arange = torch.arange(batch, device=device) + batch_arange = rearrange(batch_arange, '... -> ... 1') + code_lens = rearrange(code_lens, '... -> ... 1') + codes[batch_arange, code_lens] = self.eos_token # (b, np+1, dim) + + primitive_codes = codes # (b, np, dim) + + primitive_codes_len = primitive_codes.shape[-2] + + ( + coarse_cache, + coarse_gateloop_cache, + coarse_post_gateloop_cache, + ) = cache if exists(cache) else ((None,) * 3) + + if not exists(cache): + sos = repeat(self.sos_token, 'n d -> b n d', b=batch) + + if self.shape_cond_with_cat: + sos, _ = pack([pc_embed, sos], 'b * d') + primitive_codes, packed_sos_shape = pack([sos, primitive_codes], 'b * d') # (b, n_sos+np, dim) + + # condition primitive codes with shape if needed + if self.condition_on_shape: + primitive_codes = self.shape_coarse_film_cond(primitive_codes, pooled_pc_embed) + + # attention on primitive codes (coarse) + + if exists(self.coarse_gateloop_block): + primitive_codes, coarse_gateloop_cache = self.coarse_gateloop_block(primitive_codes, cache=coarse_gateloop_cache) + + attended_primitive_codes, coarse_cache = self.decoder( # (b, n_sos+np, dim) + primitive_codes, + cache=coarse_cache, + return_hiddens=True, + **attn_context_kwargs + ) + + if exists(self.coarse_post_gateloop_block): + primitive_codes, coarse_post_gateloop_cache = self.coarse_post_gateloop_block(primitive_codes, cache=coarse_post_gateloop_cache) + + embed = attended_primitive_codes[:, -(primitive_codes_len + 1):] # (b, np+1, dim) + + if not return_cache: + return embed[:, -1:] + + next_cache = ( + coarse_cache, + coarse_gateloop_cache, + coarse_post_gateloop_cache + ) + + return embed[:, -1:], next_cache + + +def pad_tensor(tensor): + if tensor.dim() == 3: + bs, seq_len, dim = tensor.shape + padding = torch.zeros((bs, 1, dim), dtype=tensor.dtype, device=tensor.device) + elif tensor.dim() == 2: + bs, seq_len = tensor.shape + padding = torch.zeros((bs, 1), dtype=tensor.dtype, device=tensor.device) + else: + raise ValueError('Unsupported tensor shape: {}'.format(tensor.shape)) + + return torch.cat([tensor, padding], dim=1) + + +def apply_transformation(pc, scale, rotation_vector, translation): + bs, np, num_points, _ = pc.shape + scaled_pc = pc * scale.unsqueeze(2) + + rotation_matrix = euler_angles_to_matrix(rotation_vector.view(-1, 3), 'XYZ').view(bs, np, 3, 3) # euler tmp + rotated_pc = torch.einsum('bnij,bnpj->bnpi', rotation_matrix, scaled_pc) + + transformed_pc = rotated_pc + translation.unsqueeze(2) + + return transformed_pc + + +def random_sample_pc(pc, max_lens, n_points=10000): + bs = max_lens.shape[0] + max_len = max_lens.max().item() * n_points + + random_values = torch.rand(bs, max_len, device=max_lens.device) + mask = torch.arange(max_len).expand(bs, max_len).to(max_lens.device) < (max_lens * n_points) + masked_random_values = random_values * mask.float() + _, indices = torch.topk(masked_random_values, n_points, dim=1) + + return pc[torch.arange(bs).unsqueeze(1), indices] \ No newline at end of file diff --git a/primitive_anything/utils/__init__.py b/primitive_anything/utils/__init__.py new file mode 100755 index 0000000..7786125 --- /dev/null +++ b/primitive_anything/utils/__init__.py @@ -0,0 +1,275 @@ +from math import ceil +from pathlib import Path +import os +import re + +from beartype.typing import Tuple +from einops import rearrange, repeat +from toolz import valmap +import torch +from torch import Tensor +from torch.nn import Module +import torch.nn.functional as F +import yaml + +from .typing import typecheck + + +def count_parameters(model): + return sum(p.numel() for p in model.parameters() if p.requires_grad) + + +def path_mkdir(path): + path = Path(path) + path.mkdir(parents=True, exist_ok=True) + return path + + +def load_yaml(path, default_path=None): + path = path_exists(path) + with open(path, mode='r') as fp: + cfg_s = yaml.load(fp, Loader=yaml.FullLoader) + + if default_path is not None: + default_path = path_exists(default_path) + with open(default_path, mode='r') as fp: + cfg = yaml.load(fp, Loader=yaml.FullLoader) + else: + # try current dir default + default_path = path.parent / 'default.yml' + if default_path.exists(): + with open(default_path, mode='r') as fp: + cfg = yaml.load(fp, Loader=yaml.FullLoader) + else: + cfg = {} + + update_recursive(cfg, cfg_s) + return cfg + + +def dump_yaml(cfg, path): + with open(path, mode='w') as f: + return yaml.safe_dump(cfg, f) + + +def update_recursive(dict1, dict2): + ''' Update two config dictionaries recursively. + Args: + dict1 (dict): first dictionary to be updated + dict2 (dict): second dictionary which entries should be used + ''' + for k, v in dict2.items(): + if k not in dict1: + dict1[k] = dict() + if isinstance(v, dict): + update_recursive(dict1[k], v) + else: + dict1[k] = v + + +def load_latest_checkpoint(checkpoint_dir): + pattern = re.compile(rf".+\.ckpt\.(\d+)\.pt") + max_epoch = -1 + latest_checkpoint = None + + for filename in os.listdir(checkpoint_dir): + match = pattern.match(filename) + if match: + num_epoch = int(match.group(1)) + if num_epoch > max_epoch: + max_epoch = num_epoch + latest_checkpoint = checkpoint_dir / filename + + if not exists(latest_checkpoint): + raise FileNotFoundError(f"No checkpoint files found in {checkpoint_dir}") + + checkpoint = torch.load(latest_checkpoint) + return checkpoint, latest_checkpoint + + +def torch_to(inp, device, non_blocking=False): + nb = non_blocking # set to True when doing distributed jobs + if isinstance(inp, torch.Tensor): + return inp.to(device, non_blocking=nb) + elif isinstance(inp, (list, tuple)): + return type(inp)(map(lambda t: t.to(device, non_blocking=nb) if isinstance(t, torch.Tensor) else t, inp)) + elif isinstance(inp, dict): + return valmap(lambda t: t.to(device, non_blocking=nb) if isinstance(t, torch.Tensor) else t, inp) + else: + raise NotImplementedError + + +# helper functions + +def exists(v): + return v is not None + +def default(v, d): + return v if exists(v) else d + +def first(it): + return it[0] + +def identity(t, *args, **kwargs): + return t + +def divisible_by(num, den): + return (num % den) == 0 + +def is_odd(n): + return not divisible_by(n, 2) + +def is_empty(x): + return len(x) == 0 + +def is_tensor_empty(t: Tensor): + return t.numel() == 0 + +def set_module_requires_grad_( + module: Module, + requires_grad: bool +): + for param in module.parameters(): + param.requires_grad = requires_grad + +def l1norm(t): + return F.normalize(t, dim = -1, p = 1) + +def l2norm(t): + return F.normalize(t, dim = -1, p = 2) + +def safe_cat(tensors, dim): + tensors = [*filter(exists, tensors)] + + if len(tensors) == 0: + return None + elif len(tensors) == 1: + return first(tensors) + + return torch.cat(tensors, dim = dim) + +def pad_at_dim(t, padding, dim = -1, value = 0): + ndim = t.ndim + right_dims = (ndim - dim - 1) if dim >= 0 else (-dim - 1) + zeros = (0, 0) * right_dims + return F.pad(t, (*zeros, *padding), value = value) + +def pad_to_length(t, length, dim = -1, value = 0, right = True): + curr_length = t.shape[dim] + remainder = length - curr_length + + if remainder <= 0: + return t + + padding = (0, remainder) if right else (remainder, 0) + return pad_at_dim(t, padding, dim = dim, value = value) + +def masked_mean(tensor, mask, dim = -1, eps = 1e-5): + if not exists(mask): + return tensor.mean(dim = dim) + + mask = rearrange(mask, '... -> ... 1') + tensor = tensor.masked_fill(~mask, 0.) + + total_el = mask.sum(dim = dim) + num = tensor.sum(dim = dim) + den = total_el.float().clamp(min = eps) + mean = num / den + mean = mean.masked_fill(total_el == 0, 0.) + return mean + +def cycle(dl): + while True: + for data in dl: + yield data + +def maybe_del(d: dict, *keys): + for key in keys: + if key not in d: + continue + + del d[key] + + +# tensor helper functions + +@typecheck +def discretize( + t: Tensor, + *, + continuous_range: Tuple[float, float], + num_discrete: int = 128 +) -> Tensor: + lo, hi = continuous_range + assert hi > lo + + t = (t - lo) / (hi - lo) + t *= num_discrete + t -= 0.5 + + return t.round().long().clamp(min = 0, max = num_discrete - 1) + +@typecheck +def undiscretize( + t: Tensor, + *, + continuous_range = Tuple[float, float], + num_discrete: int = 128 +) -> Tensor: + lo, hi = continuous_range + assert hi > lo + + t = t.float() + + t += 0.5 + t /= num_discrete + return t * (hi - lo) + lo + +@typecheck +def gaussian_blur_1d( + t: Tensor, + *, + sigma: float = 1., + kernel_size: int = 5 +) -> Tensor: + + _, _, channels, device, dtype = *t.shape, t.device, t.dtype + + width = int(ceil(sigma * kernel_size)) + width += (width + 1) % 2 + half_width = width // 2 + + distance = torch.arange(-half_width, half_width + 1, dtype = dtype, device = device) + + gaussian = torch.exp(-(distance ** 2) / (2 * sigma ** 2)) + gaussian = l1norm(gaussian) + + kernel = repeat(gaussian, 'n -> c 1 n', c = channels) + + t = rearrange(t, 'b n c -> b c n') + out = F.conv1d(t, kernel, padding = half_width, groups = channels) + return rearrange(out, 'b c n -> b n c') + +@typecheck +def scatter_mean( + tgt: Tensor, + indices: Tensor, + src = Tensor, + *, + dim: int = -1, + eps: float = 1e-5 +): + """ + todo: update to pytorch 2.1 and try https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce_.html#torch.Tensor.scatter_reduce_ + """ + num = tgt.scatter_add(dim, indices, src) + den = torch.zeros_like(tgt).scatter_add(dim, indices, torch.ones_like(src)) + return num / den.clamp(min = eps) + +def prob_mask_like(shape, prob, device): + if prob == 1: + return torch.ones(shape, device = device, dtype = torch.bool) + elif prob == 0: + return torch.zeros(shape, device = device, dtype = torch.bool) + else: + return torch.zeros(shape, device = device).float().uniform_(0, 1) < prob \ No newline at end of file diff --git a/primitive_anything/utils/logger.py b/primitive_anything/utils/logger.py new file mode 100755 index 0000000..cf5ee29 --- /dev/null +++ b/primitive_anything/utils/logger.py @@ -0,0 +1,65 @@ +import logging +import time +import os + + +class Verbose: + mute = False + + +def print_log(s, logger=None, level='info'): + if Verbose.mute: + return None + + if logger is None: + logger = logging.getLogger('trainer') + if level == 'info': + print_info(s) + logger.info(s) + elif level == 'warning': + print_warning(s) + logger.warning(s) + elif level == 'error': + print_error(s) + logger.error(s) + else: + raise NotImplementedError + + +def create_logger(log_dir, name='trainer'): + assert os.path.exists(log_dir), 'log_dir {} does not exist.' + logger = logging.getLogger(name) + file_path = log_dir / '{}.log'.format(name) + hdlr = logging.FileHandler(file_path) + formatter = logging.Formatter('[%(asctime)s] %(levelname)s: %(message)s') + hdlr.setFormatter(formatter) + logger.addHandler(hdlr) + logger.setLevel(logging.INFO) + return logger + + +class TerminalColors: + HEADER = '\033[95m' + OKBLUE = '\033[94m' + OKGREEN = '\033[92m' + WARNING = '\033[93m' + FAIL = '\033[91m' + ENDC = '\033[0m' + BOLD = '\033[1m' + UNDERLINE = '\033[4m' + + +def get_time(): + return time.strftime('%Y-%m-%d %H:%M:%S') + + +def print_info(s): + print(TerminalColors.OKBLUE + '[' + get_time() + '] ' + str(s) + TerminalColors.ENDC) + + +def print_warning(s): + print(TerminalColors.WARNING + '[' + get_time() + '] WARN ' + str(s) + TerminalColors.ENDC) + + +def print_error(s): + print(TerminalColors.FAIL + '[' + get_time() + '] ERROR ' + str(s) + TerminalColors.ENDC) diff --git a/primitive_anything/utils/typing.py b/primitive_anything/utils/typing.py new file mode 100755 index 0000000..a92116b --- /dev/null +++ b/primitive_anything/utils/typing.py @@ -0,0 +1,57 @@ +from environs import Env + +from torch import Tensor + +from beartype import beartype +from beartype.door import is_bearable + +from jaxtyping import ( + Float, + Int, + Bool, + jaxtyped +) + +# environment + +env = Env() +env.read_env() + +# function + +def always(value): + def inner(*args, **kwargs): + return value + return inner + +def identity(t): + return t + +# jaxtyping is a misnomer, works for pytorch + +class TorchTyping: + def __init__(self, abstract_dtype): + self.abstract_dtype = abstract_dtype + + def __getitem__(self, shapes: str): + return self.abstract_dtype[Tensor, shapes] + +Float = TorchTyping(Float) +Int = TorchTyping(Int) +Bool = TorchTyping(Bool) + +# use env variable TYPECHECK to control whether to use beartype + jaxtyping + +should_typecheck = env.bool('TYPECHECK', False) + +typecheck = jaxtyped(typechecker = beartype) if should_typecheck else identity + +beartype_isinstance = is_bearable if should_typecheck else always(True) + +__all__ = [ + Float, + Int, + Bool, + typecheck, + beartype_isinstance +] diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..0106af7 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,21 @@ +accelerate +beartype +einops +gateloop_transformer +matplotlib +pytorch_custom_utils +x_transformers +toolz +environs +jaxtyping +omegaconf +transformers +open3d +trimesh +pytorch_lightning +scikit-image +opencv-python +mesh2sdf +seaborn +mesh_to_sdf +point_cloud_utils diff --git a/sample.py b/sample.py new file mode 100644 index 0000000..8ede9d1 --- /dev/null +++ b/sample.py @@ -0,0 +1,104 @@ +import argparse +from functools import partial +import glob +import multiprocessing +import os +import time + +from mesh_to_sdf import get_surface_point_cloud +import numpy as np +import open3d as o3d +import trimesh + +os.environ["PYOPENGL_PLATFORM"] = "egl" + + +def sample_surface_points(mesh, number_of_points=500000, surface_point_method="scan", sign_method="normal", + scan_count=100, scan_resolution=400, sample_point_count=10000000, return_gradients=False, + return_surface_pc_normals=False, normalized=False): + sample_start = time.time() + if surface_point_method == "sample" and sign_method == "depth": + print("Incompatible methods for sampling points and determining sign, using sign_method='normal' instead.") + sign_method = "normal" + + surface_start = time.time() + bound_radius = 1 if normalized else None + surface_point_cloud = get_surface_point_cloud(mesh, surface_point_method, bound_radius, scan_count, scan_resolution, + sample_point_count, + calculate_normals=sign_method == "normal" or return_gradients) + + surface_end = time.time() + print("surface point cloud time cost :", surface_end - surface_start) + + normal_start = time.time() + if return_surface_pc_normals: + rng = np.random.default_rng() + assert surface_point_cloud.points.shape[0] == surface_point_cloud.normals.shape[0] + indices = rng.choice(surface_point_cloud.points.shape[0], number_of_points, replace=True) + points = surface_point_cloud.points[indices] + normals = surface_point_cloud.normals[indices] + surface_points = np.concatenate([points, normals], axis=-1) + else: + surface_points = surface_point_cloud.get_random_surface_points(number_of_points, use_scans=True) + normal_end = time.time() + print("normal time cost :", normal_end - normal_start) + sample_end = time.time() + print("sample surface point time cost :", sample_end - sample_start) + return surface_points + + +def process_surface_point(mesh, number_of_near_surface_points, return_surface_pc_normals=False): + mesh = trimesh.load(mesh, force="mesh") + surface_point = sample_surface_points(mesh, number_of_near_surface_points, return_surface_pc_normals=return_surface_pc_normals) + return surface_point + + +def sample_model(model_path, num_points, return_surface_pc_normals=True): + pc_out_path = os.path.join(args.output_dir, os.path.basename(model_path)).replace(f".{args.postfix}", ".ply") + if os.path.exists(pc_out_path): + print(f"{pc_out_path}: exists!") + return + + try: + surface_point = process_surface_point(model_path, num_points, return_surface_pc_normals=return_surface_pc_normals) + + coords = surface_point[:, :3] + normals = surface_point[:, 3:] + + assert (np.linalg.norm(np.asarray(normals), axis=-1) > 0.99).all() + assert (np.linalg.norm(np.asarray(normals), axis=-1) < 1.01).all() + + pcd = o3d.geometry.PointCloud() + pcd.points = o3d.utility.Vector3dVector(coords) + pcd.colors = o3d.utility.Vector3dVector(np.ones_like(coords)*0.5) + pcd.normals = o3d.utility.Vector3dVector(normals) + o3d.io.write_point_cloud(pc_out_path, pcd) + print(f"write_point_cloud: {pc_out_path}") + except: + print(f"[ERROR] file: {pc_out_path}") + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--input_dir", type=str, default="./results/infer/JsonResults") + parser.add_argument("--output_dir", type=str, default="./results/infer/PointClouds") + parser.add_argument("--num_points", type=int, default=10000) + parser.add_argument("--postfix", type=str, default="glb") + args = parser.parse_args() + + if not os.path.exists(args.input_dir): + print("Invalid input!") + exit(1) + + if os.path.exists(args.output_dir): + print(f"path: {args.output_dir} exists!") + # exit(1) + else: + os.makedirs(args.output_dir) + + model_prefix = os.path.join(args.input_dir, f"*.{args.postfix}") + model_path_list = sorted(list(glob.glob(model_prefix))) + + sample_model_func = partial(sample_model, num_points=args.num_points, return_surface_pc_normals=True) + with multiprocessing.Pool(16) as pool: + pool.map(sample_model_func, model_path_list) \ No newline at end of file