From 0dbe28b0feec462e3b426b710203c81dc4c0587b Mon Sep 17 00:00:00 2001
From: ChevCellios <171721150+ChevCellios@users.noreply.github.com>
Date: Tue, 1 Sep 2026 00:58:07 +0200
Subject: [PATCH 1/2] feat: add local vehicle detection
---
.gitignore | 3 +
App.tsx | 2 +-
README.md | 14 +--
app.json | 3 +-
.../models/efficientdet-lite0-int8-v1.tflite | Bin 0 -> 4602795 bytes
docs/MODEL.md | 54 +++++++----
package-lock.json | 26 +++++
package.json | 5 +-
src/analysis/sessionAnalysis.ts | 16 +++-
src/analysis/tfliteImage.ts | 90 ++++++++++++++++++
src/analysis/vehicleAnalysis.ts | 9 +-
src/analysis/vehicleDetectionModel.ts | 48 +++++++---
tests/tfliteImage.test.ts | 57 +++++++++++
13 files changed, 278 insertions(+), 49 deletions(-)
create mode 100644 assets/models/efficientdet-lite0-int8-v1.tflite
create mode 100644 src/analysis/tfliteImage.ts
create mode 100644 tests/tfliteImage.test.ts
diff --git a/.gitignore b/.gitignore
index ee24b33..2728791 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,6 +26,8 @@ expo-env.d.ts
npm-debug.*
yarn-debug.*
yarn-error.*
+metro.log
+metro-error.log
# macOS
.DS_Store
@@ -49,6 +51,7 @@ yarn-error.*
# AI model binaries require independently verified redistribution rights.
/assets/models/*.tflite
+!/assets/models/efficientdet-lite0-int8-v1.tflite
/.local-models/
# typescript
diff --git a/App.tsx b/App.tsx
index 2a6708a..70edb6d 100644
--- a/App.tsx
+++ b/App.tsx
@@ -71,7 +71,7 @@ function VehicleAnalysisSheet({ session, onClose, onRequestAnalysis }: { session
{analysis.status === 'completed' ? 'Lokalna analiza je dovršena' : 'Lokalna analiza nije dostupna'}
{analysis.status === 'ready-for-model'
- ? 'Model detekcije nije uključen u ovu javnu verziju. Snimka ostaje spremljena i spremna za buduću lokalnu analizu.'
+ ? 'Lokalni model detekcije nije se mogao pokrenuti u ovom buildu. Snimka ostaje spremljena; tehnički detalj prikazan je u ograničenjima izvještaja.'
: 'Analiza koristi lokalni model vozila i OCR. Rezultati oznake ostaju kandidati dok se ne potvrde kroz više kadrova.'}
Dokazni kadrovi: {analysis.evidenceFrames.length} · tragovi vozila: {analysis.vehicleTracks.length}
diff --git a/README.md b/README.md
index 06e574a..1a234f2 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
Mobilni istraživačko-razvojni projekt za snimanje i kasniju analizu prometnih scena pomoću kamere, mikrofona i umjetne inteligencije na pametnom telefonu.
-> Trenutačna verzija: **v0.2.0 razvojna**. Aplikacija lokalno snima videosesije sa zvukom i priprema dokazne kadrove za eksperimentalnu analizu. Javni izvor ne distribuira AI model. Aplikacija ne mjeri niti potvrđuje stvarnu brzinu vozila ili razinu buke.
+> Trenutačna verzija: **v0.2.0 razvojna**. Aplikacija lokalno snima videosesije sa zvukom, izdvaja dokazne kadrove i koristi licencirani lokalni EfficientDet-Lite0 model za eksperimentalnu detekciju vozila. Aplikacija ne mjeri niti potvrđuje stvarnu brzinu vozila ili razinu buke.
## Cilj
@@ -46,7 +46,7 @@ flowchart TB
- Lokalni dnevnik sesija s vremenom snimanja, trajanjem i veličinom datoteke.
- Pregled snimljenog videa unutar aplikacije i trajno brisanje odabrane sesije.
- Sučelje prilagođeno radu na terenu: status, mjerač vremena i brzo zaustavljanje snimanja.
-- Eksperimentalna lokalna obrada: izdvajanje i rangiranje kadrova, osnovno praćenje, OCR kandidati oznaka i korelacija audio uzoraka. Detektor vozila zahtijeva zaseban pravilno licenciran model.
+- Eksperimentalna lokalna obrada: EfficientDet-Lite0 detekcija vozila, izdvajanje i rangiranje kadrova, osnovno praćenje, OCR kandidati oznaka i korelacija dostupnih audio uzoraka.
- Razvojna dijagnostika prikazuje confidence, vrijeme i okvir svake detekcije po tragu vozila.
- Automatizirane provjere obuhvaćaju lint, TypeScript i testove čistih analitičkih modula.
@@ -81,7 +81,7 @@ Pokrenite razvojni poslužitelj i otvorite ga development buildom. Za rad kamere
## Android development build i terensko testiranje
-Za lokalni AI model aplikacija će koristiti vlastiti Android development build, a ne Expo Go. Konfiguracija je pripremljena u `eas.json` pod profilom `development` i proizvodi interni `.apk` paket.
+Za lokalni AI model aplikacija koristi vlastiti Android development build, a ne Expo Go. Konfiguracija je pripremljena u `eas.json` pod profilom `development` i proizvodi interni `.apk` paket.
Nakon prijave u Expo račun, build se stvara naredbom:
@@ -107,8 +107,8 @@ Prije početka snimanja potvrdite dozvole za kameru, mikrofon i lokaciju. Snimit
## Tehnologije
-- Expo SDK 54
-- React Native 0.81.5
+- Expo SDK 57
+- React Native 0.86.3
- TypeScript
- `expo-camera`
- `expo-file-system`
@@ -117,11 +117,11 @@ Prije početka snimanja potvrdite dozvole za kameru, mikrofon i lokaciju. Snimit
## AI model
-Javni repozitorij ne uključuje binarni AI model. Zašto je prethodni razvojni artefakt uklonjen i koji su uvjeti za doprinos novog modela opisano je u [modelskoj kartici](docs/MODEL.md).
+Javni repozitorij uključuje službeni EfficientDet-Lite0 int8 v1 pod Apache-2.0 licencom. Izvor, SHA-256, ulazno-izlazni ugovor i ograničenja opisani su u [modelskoj kartici](docs/MODEL.md).
## Smjer projekta
-JEKA AOPS je otvoreni istraživačko-razvojni projekt pod licencom Apache-2.0. Sljedeći korak je integracija provjerljivo licenciranog lokalnog modela i terenska provjera u Android development buildu. Bez kalibracije scene rezultati se ne smiju predstavljati kao mjerenje.
+JEKA AOPS je otvoreni istraživačko-razvojni projekt pod licencom Apache-2.0. Sljedeći korak je terenska provjera lokalnog modela, OCR-a i praćenja u Android development buildu. Bez kalibracije scene rezultati se ne smiju predstavljati kao mjerenje.
## Doprinos i sigurnost
diff --git a/app.json b/app.json
index 9576b5a..246cae0 100644
--- a/app.json
+++ b/app.json
@@ -27,7 +27,8 @@
],
"expo-asset",
"expo-sharing",
- "expo-status-bar"
+ "expo-status-bar",
+ "react-native-fast-tflite"
],
"ios": {
"supportsTablet": true
diff --git a/assets/models/efficientdet-lite0-int8-v1.tflite b/assets/models/efficientdet-lite0-int8-v1.tflite
new file mode 100644
index 0000000000000000000000000000000000000000..b43cc06a45b8ae2790685851df6cd81639b05220
GIT binary patch
literal 4602795
zcmZVH5A-#6BG~_nvB|DMY6rpe*R&m^45DW9hfAY|Mh!xz8anM}nI+o}fZt&~BkgW%GXTcTYowgjuTI%>634Tk-_qV2Ce=XcL}otZnI`F!5<-0wN}
z`+3fJ&UtP*91i7&6z}73hz_?L;=|33HyuLnZ#)Ff53U^!6Sus{;qdCOzU%Nh9=_v4
z4sYg~OYS-xzU~u#^o=jfdEwrQx8^fm`RSkas!#c(m)EcS#8-S~(;nW`wS*V$zweE2
zeB(#C@WT0xeClVm4}NC*^7nRnXpNQs|FPR%82jJ7k9*~hzVU^*FXC07{EAO{!W;
zkN!&^`jH>;f9|=_C-K7P@WL~G%>Q-oC%@`bUjFHy`6=zIKKYd||EyPj`e(fAQ$OYK
zvBsYq?m9fdqddg@+(XJu9KPzV!yCT%uETR*bl2h8PrK{z^n-UDp1l9A!{aYE=OcZt
zA92^=!4EL+{qH*5`yO{4?oRJI+!nk49o&EOU596Q>g~s#Fhj$*H;i*5k^YA2(?{^*^yYg
z-Ot~7xb5|K9-jL(b6;mJPyMR7JpL=@^2jfn%Y)CE%YDCOE_eT;xj$jQ!=i%_RcOLHPo&Vq+hX;P(j>CQ5f5+io4$B>fH+=6Mhu8DiQ+FI5`JOut4|Cgh
z-EnwyHujzFGEmd}6L;imU^+2N4B?C^$P$PUl_Om=wo
z_V+qGoxIoKw*5U1xBSL?9&Y-wcRw7y*2OPn;dR=
zujFvkPu_AkeBUjH2a8({_rLEghkJiMKHUAY@!_`5euu*?uY8BYqub4ghkxbf!-HS^
zwuk$_@NEzGe#uJ@Pj@dp-1L4gJv@BdOAime_n+{KZ
z`Avr>U-{OD=RV=B56`~;TOICxpSL3;?jfY3y`^Ll5?{VYd?svZN@Zg`k@$lU5-*C8%$A9{U!?Qni
z!{OfVz2Wfici(V$!=pDG?&itQx#4jCXFGqDYoF-+V;%2v{IDAiH+`t{4>I=yoo9~k
zbHm}$ce~+m_%n|0?3ft;+|Pa7
z%RSu9o!rK)+``S=#El$y{-yf7p67TC&+-gU^Au0=1dsC=kMal)^AHd60QYkr_i_(+
zb0@cPE4OenH*q5eo_`yCUe9y9hG%((r+JDed4k7zj7NEdhk1wxd4T)5k9)a?ySbCw
zxRqPDnVYzg1JD04eO}LVyoP6ahNpRoCwYR$d5lMSgok;E2YG<|xsQ9fhr79x+qjim
zxS5-{kps`)q|fVlj@R%k&+s%)@gz_1IFIotkMJ-L@gNUyKlgDj_i#6NavQgD3paBU
zH*(c>XQ*
zc|FhZ8lL4Dp5`f@i^vPz0Ug=_M0Dm+imY1{a-uR
z7xro|>;PZbyWY$#qy+B2k&!p|{=MJxW$*dIrqZ|L;lp29zv>nDzUskOI)7o0`NFz4
z+Xuh!dSM6ne_p{Kt@*-Uw|wyphgZMkhW~F*`t0`n8(+9HaXsdR{>ON>!{H@|w{rf%
zKGHY!AMJtfaXcK}(O%W>ls~Gy(EFb|?;8&{82O`@M|t?q{oiactzzH%VTZ%VIsT44
z>w^g9W@0RF#+ozzUc637AAUH
zDsoaH_CI*h;dNY@89C8VawH*S+x59{W}u^{AR{JV{e68FCVE;ba#AAp-_z&H%*cs`
zk|PNr+wbag;mklsO+iLX!1}yC3llvp6*(yp`~T4A%FM`#hLR%*A=~fhbK%TDM@>OS
zOu+iz^;wwcX{pFbiP$%NuFQ;_Xec?75VHL@eJ-3C=%^{khzVH#t3C@8JuMYEDG~c`
z>vLsh2qafUe$&rMR?U(hraAu&RrXV9G
zV0})Xg^8Y)iky^){g?E)GBa|bq2x$H$o7l+TsSk(QB#l+6R`dVeHJEqS}Jl}$ccuMBMBkfYxKEr
zW}u^{AR{JV{aJk$CVE;ba#AAppV8;a%*cs`k|PNr+fVCr;mklsO+iLX!1`)^7AAUH
zDsoaH_J6O>m6?$f4JAhsLbiXW&xJDs9W@0RF#+pO>9a7=(^8R>60tw4&y|^x6AdLt
z5<<40)aSyPfsUGjjF^D+C-hmE=xM3QNr~A1tv**~Mou)897zb-uKHX!Gtf~}kP#EG
z{Ue$&rMR?ceBg;mklsO+iLX!1|0n3llvp6*(yp`@h!b
z%FM`#hLR%*A={7YbK%TDM@>OSOu+gh`YcTJv{dAzMC=!RuFQ;_Xec?75VHNSJ{Qgm
zbkr1N#00EAq|d@cPfJBkO2qzy`dpbAInhvZBq3ybTAvGN20CgAGGYSOAJAuEqNk-I
zCnaM4etoXYjGSmFIg${veV;xT&J1+a6lBB%tcyMi6Fn^zIVlnQztZQ*%*cs`k|PNr
z+xO~o;mklsO+iLX!1^!sS(xZ)smMu**q_qp%FM`#hLR%*A=~%pbK%TDM@>OSOu+ix
z`YcTJv{dAzMC{+C&y|^x6AdLt5<<3Fp9^OOI%*0sVglCh)MsI$r==n%C1U>$eXh)m
zoM!90@i<`&%#7cOGQpf
z#QtsiT$vd;(NJEY}
z8cL2NglwZe7tRcH)D&dI1gu}L&%#7cOGQpf#Qt^qT$vd;(NJv`dpbAInhvZBq3z`8htLD8R)1f$cPD8zgnM#iJq2(=5
z;mklsO+iLX!20*}S(xZ)smMu**uO%bD>EY}8cL2NglvCTp9^OOI%*0sVglA)pM{B@
zmWrH|i2cj;xiT|yqM_tSLdf=I`dm0O&{0#65fiX}sXhx6JuMYEDG~c4`dpbAInhvZ
zBq3z`5`8Y58R)1f$cPD8|BgNj6Fn^zIVlnQ-`3~K%*cs`k|PNr+ex1bX9hZI3Nm5>
z*1x6C!bDF?MNUe@{>A!SnHf3JP;w+8Wcwn0E}R+Ys42*Z30NQ2XJMkJr6MOKV*f&Y
zuFQ;_Xec?75VC!NJ{Qgmbkr1N#00FLug}6nPfJBkO2ppjb7f}aL_^7ugplp?^to_m
zprfWBBPL+|TzwWMdRi)SQX=-x(dWv{$ccuMBMBkfL;74eGtf~}kP#EGezraf6Fn^z
zIVlnQXX$fgX5>Ue$&rMR?KAbcaAu&RrXV9GU~TnTnCNM#$VrLVKSQ4@Gb1M&N{%Fi
zY@e>rg);*kH3bUe$&rMR?GyC5aAu&RrXV9GVEuS~7AAUHDsoaH
z_E+e0WoG0=L&=eZknMhbE}R+Ys42*Z30PmQ&%#7cOGQpf#QxXyxiT|yqM_tSLdf>l
z^to_mprfWBBPL+2^jVnbX{pFbiP-k
zqNk-ICnaLPPoFC@BPSY4jwFO^e?^}QX9hZI3Nm5>){oI=VWOv{A}1wc|I7MZnHf3J
zP;w+8WGnT#aAu&RrXV9GVEs$_EKKyYROF;Y>>sVqm6?$f4JAhsLbi|6=fatRj+%mu
zn1J*1w?7!bDF?MNUe@{vrBYnHf3JP;w+8Wcy%!E}R+Ys42*Z30QM|7AAUH
zDsoaH_7BqM%FM`#hLR%*A={tV=fatRj+%mun1J;I^;wwcX{pFbiP-Pf=gQ2;iH4FR
z2_f5`)91pOfsUGjjF^D+1N2##=xM3QNr~9sU!N;8BPSY4jwFO^M}01w8R)1f$cPD8
z-%p=~iJq2B}WoMw%hf&aAu&RrXV9GV11cB3llvp6*(ypd#2BonUNC>B}WoMw)fHJ!kK}N
znu3g&fc4MnvoO)qQjwDqvA?%IS7t^|G?W}k2-$Aa=fatRj+%mun1J=Y^jVnbX{pFb
ziP+y$pDQyXCmKqQB!q15q0fag106L588HECs?WkiPfJBkO2q!|`dpbAInhvZBq3yb
zH+?Rg8R)1f$cPD8|BOBh6Fn^zIVlnQt@>P<89C8VawH*SdslrfoEhk-DaeQkSl>mT
zg^8Y)iky^){hjr>GBa|bq2x$H$d>4H;mklsO+iLX!1|~4S(xZ)smMu**#DG1S7t^|
zG?W}k2-*ImJ{Qgmbkr1N#00Fj=(8}<(^8R>60!dYeXh)moMpSYRFwxUek&_a!
zzk@zkW=2jllpIM2*>2Y7!kK}Nnu3g&fc5S5S(xZ)smMu**xyc{D>EY}8cL2NgluoC
z&xJDs9W@0RF#&6&&%#7cOGQpf#Qsu!uFQ;_Xec?75VF0EJ{Qgmbkr1N#00E=OrM2`
zo|cN7l!*N%eXh)moM7(|L{CdaPD;f7mikUe$&rMR?Zx_BI5W^uQ;-o8
zu->T8!bDF?MNUe@euF+&W=2jllpIM2*2$q@cPC#KfIcSiJq2Ue$&rMRZPVw%
znSqX)f{d7e^}p$}FwxUek&_a!|5tsk%#569C^?c4vi-I`7tRcH)D&dI1gvk+XJMkJ
zr6MOKV*f3DuFQ;_Xec?75VHLjeJ-3C=%^{khzVGKQ=f&2o|cN7l!$%R=gQ2;iH4FR
z2_f5m*5|^RfsUGjjF^D+H}qMU=xM3QNr~A1lRj5wMou)897zb-Ua!xEGXotp1sO2`
z>#ysxFwxUek&_a!|3`hU%#569C^?c4vi+Jq7tRcH)D&dI1gx*qXJMkJr6MOKV*gcr
zuFQ;_Xec?75VHM>J{Qgmbkr1N#00Frtk1$kPfJBkO2q!0K38T&PBfGpNeJ0~NuLX6
z20CgAGGYSOU({z|qNk-ICnaM45Bgl089C8VawH*Sd#yef&J1+a6lBB%tiPbo!bDF?
zMNUe@{`2}=nHf3JP;w+8WcxXNE}R+Ys42*Z30PmF&%#7cOGQpf#QwATT$vd;(NJPbz3llvp6*(yp`%ma|
zWoG0=L&=eZknP{OSOu%~8XJMkJr6MOKV*hb{uFQ;_Xec?75VHN4J{Qgm
zbkr1N#00GWMxTX=o|cN7l!*NqeXh)moMag);*kH3b_4E-m6?$f4JAhsLbmVM=fatRj+%mun1J>B
z^jVnbX{pFbiP#r?uFQ;_Xec?75VHL%eJ-3C=%^{khzVG~SD%H6o|cN7l!*Ob>T_jg
zJ`)nUNC>B}WoMw(rpA!kK}Nnu3g&fc0PKvoO)qQjwDq
zu|KKLm6?$f4JAhsLbh+$=fatRj+%mun1J=4>$5P?(^8R>60!d?eXh)moMl6Ac
zO!Tx=(}bDFwxUek&_a!Kc>%>nUNC>B}WoMwtt|{
zg);*kH3b_^|^3nprfWBBPL*dRG)>3o|cN7l!*QB>2qaf
z)-Tg%VWOv{A}1wc|5AOf%#569C^?c4vOS{Dg);*kH3baP!bDF?MNUe@{<->GnHf3JP;w+8
zWcwU_E}R+Ys42*Z30NP}XJMkJr6MOKV*hM?uFQ;_Xec?75VC!iJ{Qgmbkr1N#00FL
zsn5bhPfJBkO2ppkb7f}aL_^7ugplns^to_mprfWBBPL+|bbS^kdRi)SQX=+G)91>}
z$ccuMBMBkfgZf-JGtf~}kP#EGeyTnT6Fn^zIVlnQr|5HKX5>Ue$&rMR?UVJnaAu&R
zrXV9GU~TkSnCNM#$VrLV|E4}yW=2jllpIM2+5Uz;7tRcH)D&dI1gx*pXJMkJr6MOK
zVt+uND>EY}8cL2NglwOr&xJDs9W@0RF#+o*>a#G>(^8R>60yHhpDQyXCmKqQB!q0W
zJ{Qgmbkr1N#00FLpwGfYPfJBkO2q#0`dpbAInhvZBq3ybg+3R~40O~KWW)rl_v^DT
z(bH0qlM=DNT%Rj5BPSY4jwFO^e_fvoX9hZI3Nm5>*1x9D!bDF?MNUe@Ug>jXX5>Ue
z$&rMR?XT){;mklsO+iLX!1{6eEKKyYROF;Y>>sPom6?$f4JAhsLbm(#xo~EnqoyDu
zCSd(5`YcTJv{dAzMC>1<&y|^x6AdLt5<<4Wtj~or106L588HECsn5bhPfJBkO2qz`
z^tm!Ka-yN+NJ7Z=(fV9CGtf~}kP#EGew0276Fn^zIVlnQz4~0489C8VawH*S`$&B*
zoEhk-DaeQkSU*Cag^8Y)iky^){loRSGBa|bq2x$H$X4ic;mklsO+iLX!1`hOEKKyY
zROF;Y?0-?8D>EY}8cL2Nglr$G&xJDs9W@0RF#+p6`YcTJv{dAzMC^Y-pDQyXCmKqQ
zB!p}qqR)jh106L588HFt2kWyi(bH0qlM=D#`dpbAInhvZBq3z`Abl>J8R)1f$cPD8
z|GYj66Fn^zIVlnQ2kLWWX5>Ue$&rMR?QVT8oEhk-DaeQkSpS?p3llvp6*(yp`v>TA
zWoG0=L&=eZknR2Txo~EnqoyDuCSX14voO)qQjwDqvA>@_S7t^|G?W}k2-)6Op9^OO
zI%*0sVglB?^jVnbX{pFbiP-Pd=gQ2;iH4FR2_f4Z`dm0O&{0#65fiZ9uFt|mPfJBk
zO2qy$eXh)moMUe$&rMR?LGCmaAu&RrXV9GV0{mL
z7AAUHDsoaH_EeuMGb1M&N{%FiZ11kmg);*kH3b&xJDs9W@0RF#+ql>a#G>(^8R>60yIFK38T&PBfGpNeJ2AS)U7M20CgA
zGGYSOM4yF;o|cN7l!*OL>vLshvLsh2M3!kK}Nnu3g&
zfc35QS(xZ)smMu**xyQ@D>EY}8cL2NgluoA&xJDs9W@0RF#&6+&%#7cOGQpf#Qqlg
zT$vd;(NJ)`LC^6Fn^zIVlml|KZ_vT$vd;(NJ>vQ4EKu1kM
zMohr^d-^O)^t4puq(tn$tIw60krNFiM-oD|=k>X8W}u^{AR{JV{U7=)O!Tx=B}WoMw*Rirg);*kH3bUe$&rMR?LX*q
z;mklsO+iLX!1`K!7AAUHDsoaH_FvHF%FM`#hLR%*A=}UEbK%TDM@>OSOu+hc`YcTJ
zv{dAzMC`B8=gQ2;iH4FR2_f6h>T}`DKu1kMMohr^Gx{t{^t4puq(tmLt!9
z0@i2sS(xZ)smMu**nd)=D>EY}8cL2Ngls>d&xJDs9W@0RF#+qp)n{R%r==n%C1Sto
zb7f}aL_^7ugplpW^|^3nprfWBBPL+|F?|*$dRi)SQX=+$qtBI@krNFiM-oD|XY{#n
zW}u^{AR{JV{nz>|O!Tx=B}WoMwja^w!kK}Nnu3g&fc2u!!bDF?
zMNUe@{=@oQnHf3JP;w+8Wcwj~E}R+Ys42*Z30QwnpM{B@mWrH|i2Z4OuFQ;_Xec?7
z5VHM%J{Qgmbkr1N#00G0ug}6nPfJBkO2qzs`dpbAInhvZBq3y5^to_mprfWBBPL+|
zSNbeW^t4puq(toBtIw60krNFiM-oD|f2q%fGXotp1sO2`>r?tHO!Tx=B}WoMw(r*G!kK}Nnu3g&fc3ldS(xZ)smMu**k^sN%#569C^?c4vVEsM7tRcH
z)D&dI1gzho&%#7cOGQpf#QrbzxiT|yqM_tSLdf={J{Qgmbkr1N#00G0uFt|mPfJBk
zO2q!p^|>-La-yN+NJ7Z=&-A%)W}u^{AR{JVJ?pbD(bH0qlM=E2Q+=+?jGSmFIg${v
z{S$pIoEhk-DaeQkSieo5g^8Y)iky^){Rw@p%#569C^?c4vi)OyE}R+Ys42*Z30S{X
zpM{B@mWrH|i2YmixiT|yqM_tSLdZ7hbK%TDM@>OSOu+ih`YcTJv{dAzMC{+B&y|^x
z6AdLt5<<3rq|b#j106L588HFtj
z`dm0O&{0#65fiWu`YcTJv{dAzMC@Os&y|^x6AdLt5<<4G)aSyPfsUGjjF^D+@9VQL
z(bH0qlM=B%s?U{~krNFiM-oD|zo*ZIGXotp1sO2`>sRQrFwxUek&_a!|6P5q%#569
zC^?c4vi160I5W^uQ;-o8uztBd3llvp6*(yp`OSOu+g%`YcTJv{dAzMC=dgb7f}aL_^7u
zgplpC^|^3nprfWBBPL+|EPWOxdRi)SQX=-x)aS~~$ccuMBMBi}tIvfq106L588HFt
zXXvvq(bH0qlM=Cix;|HCMou)897zb-K24tsX9hZI3Nm5>)(7=jnCNM#$VrLVKUJSA
zGb1M&N{%FiY@edfg);*kH3b-La-yN+NJ7Z=N_{Sz8R)1f$cPD8Ykd|bdRi)SQX=+G(C5m`$ccuMBMBkf
z$Ln+9%s@v?K}Jl#`U-s(CVE;ba#AAp`}MgpGjgJ#PeLvtDcFvAE0`2BpNYdTm7b7hfQMdlvDx>!+`$O@SpO|FTUT&t87WeKfP
z&ApJOR4Yf5Ywjyo?t5}Al&PK{&+jKC;`s}HPBvx+S}Jl9Lhjnn!OBEWLrF$V!1d04
zb{0lDY6?;!od0oObF*;yFrs3}N^c>bK9lZ}~y
zmWrH&koz6{9IQOW#8de>*_atN;!OBEWLrF$V
z!1ZVR>@19Q)D)ydJb&8H$;Qk;OGQpX$o+PH4pt_58cH%^0HT6L6J&b{0lDY6?;!p11LHvN1EzQjwDoa=*2ogO!P%
zhLVh!fa_2A*;yFrs3}N^c>cJblZ}~ymWrH&ko%AMIarzKX(-8v3Ap~KpPhw~j+%m$
zi06;^IoX&QXsO6a2)PSC2P+dj4J8>d0oPmk*;yFrs3}N^c;3>_$;Qk;OGQpX$o&?6
z4pt_58cH%^0OW#FP6u*_at@19Q)D)ydJg@KPWMgKar6MOGd0axZ{
zXJMqHrXVHad0jsz8#4nf6*&nZ_aE|eurkrpP?8Z7aJ`P7orRH(nu3&w=e7NuY|IR_
zROBRt+<(x|!OBEWLrF$V!1V|G>@19Q)D)ydJip)1$;Qk;OGQpX$esE*SefW)D9MNk
zxPG6XorRH(nu3&w=lA+K*_at@19Q)D)ydJg@2J
zWMgKar6MOGd0oU*Lv$HVLQB#l-@g#muHf9D|DsmD+?pOD7urkrp
zP?8Z7aQ!YnI}0NnH3caV&#U=4*_at%sBvN1EzQjwDoa=((FgO!P%hLVh!fGhU1voO+8Q;-tzyrQ3zjhTU#ikyUy`xX2g
ztW5MYlw`yNTrcluXJMqHrXVHa`JH}FHf9D|DsmD+?w9j(urkrpP?8Z7aQzNHI}0Nn
zH3caV&u{m0vN1EzQjwDoaz}m+RwjBHN-|;su9x+*voO+8Q;-tzyo{fdjhTU#ikyUy
z`?vWySefW)D9MNkxPGgjorRH(nu3&w=ePJd*_at@19Q)D)ydJfWYHjhTU#ikyUy`#1SHSefW)D9MNkxPGIborRH(nu3&w=QsE{*_at<
zsmMtPxqrQ%gO!P%hLVh!fa}-!*;yFrs3}N^cwWlS$;Qk;OGQpX$o-Oj4pt_58cH%^
z0_xVMNUG<{r_J4!uN8pGSSmek`WVd{ofbA@NMiYjC9l#q(nTw_Tm?Qgp-Y#ftHG#
zgpm93bFebe(@>HT6L9^ipPhw~j+%m$i0A+KIoX&QXsO6a2)X~apM#Z&o`#Z)n1Jh7
z{Ol}@bkr22L_ELj=VW7Mprs-wA>{rgKL;xlJq;xpF#*^A^0Tur(os{867k%APBvx+
zS}Jl9LhfJmbFebe(@>HT6L9^4pPhw~j+%m$i09}1oNUYtv{d9Igxo*p=U`=`r=cVx
zCgA#6KRXK}9W@0h5zqhhbFwir&{C0;5OV*FpM#Z&o`#Z)n1Ji@v$HVLQB#l-@%*%(
zlZ}~ymWrH&ko%|n9IQOW#Pg$mPBvx+S}Jl9Lhc{&bFebe(@>HT6L9^opPhw~j+%m$
zi06m=oNUYtv{d9Igxo*q=U`=`r=cVxCgA!3KRXK}9W@0h5zqJgIoX&QXsO6a2)X}<
zpM#Z&o`#Z)n1Jj1{Ol}@bkr22L_FW?=VW7Mprs-wA>{rZKL;xlJq;xpF#*?i``K9-
z>8L44iFm%t&&kHjKubkVLdgB!{T!@J^fZ)Y!~|U5>1StQq@$)FCF1!GKPMYA11%Lf
z2_g5l`#D&d=xHd)hzYp9&CkxlNJmXUO2qT6eoi)K23jg|5<>28@pG^;(bG_p5fgBI
zv!9)Xk&c>zl!)h>{G4pe4760_B!t}G=;vT%qNkxGBPQVb20uFsBONsbDG|@t`#IT|
z8EC18L44iFm%&&&kHjKubkVLdg9!ehyY9dKyYH
zVgjzO_Or7v(os{867hVMpOcN5ftHG#gpm8c`8imb=xHd)hzYp9($CJqNJmXUO2l*c
zIoX&QXsO6a2)X~OpM#Z&o`#Z)n1Jgm{Ol}@bkr22L_A;a=VW7Mprs-wA>{rtKL;xl
zJq;xpF#*??`q^0+>8L44iFp2tpOcN5ftHG#gpm6``#D&d=xHd)hzYoMKRXK}9W@0h
z5zl|}bFwir&{C0;5OV)VKL;xlJq;xpF#*?q@Uycp(os{867hVApOcN5ftHG#gpm8+
z`#D&d=xHd)hzYpzl!)hx{hVyf4760_B!t|XpM#Z&o`#Z)n1Jiw`q^0+
z>8L44iFm%q&&kHjKubkVLdgAZ{2Z)I^fZ)Y!~|Sl=x1kPq@$)FCF1!4KPMYA11%Lf
z2_g6A`#D&d=xHd)hzYpzl!#~bbFwir&{C0;5ORN>pM#Z&o`#Z)n1JhZ
z{p>7^bkr22L_DA4=VW7Mprs-wA>{sSKL;xlJq;xpF#*?S`Po?*>8L44iFiKK&&kHj
zKubkVLdg9YehyY9dKyYHVgjzk&(6X~M@>OW#PhHGoNUYtv{d9Igxvqq&%w$>PeVyY
zOu+Ro{Ol}@bkr22L_DAF=VW7Mprs-wA>{t&ehyY9dKyYHVgjyz=4WSNq@$)FCF1#~
zeoi)K23jg|5<>3T&%w$>PeVyYOu+R|{Ol}@bkr22L_DA7=VW7Mprs-wA>{s4KL;xl
zJq;xpF#*@7_}N()>8L44iFp38pOcN5ftHG#gpm7_{T!@J^fZ)Y!~|Ub$j{EgNJmXU
zO2jkyIoX&QXsO6a2)RGW&%w$>PeVyYOu+RI{p>7^bkr22L_Gh%&&kHjKubkVLdgAz
zehyY9dKyYHVgjyD@Uycp(os{867l?fKPMYA11%Lf2_g62^K-B=(bG_p5fgBYes&f{
zI%*11BA$=;bFwir&{C0;5OV)rKL;xlJq;xpF#*@#@w2lq(os{867hVTpOcN5ftHG#
zgpm7h`#D&d=xHd)hzYpzl!)hV`Z?K{8EC18L44iFiK7&&kHjKubkVLdgBmehyY9dKyYHVgjy@^0Tur(os{867hVbpOcN5
zftHG#gpm7h_&Hda=xHd)hzYnp!q3jaNJmXUO2pIqIoX&QXsO6a2)RGp&%w$>PeVyY
zOu+SFes&f{I%*11BA&nQ=VW7Mprs-wA>{s0KL;xlJq;xpF#*?y_}N()>8L44iFp2+
zpOcN5ftHG#gpm7#{T!@J^fZ)Y!~|TOpPhw~j+%m$i06a+oNUYtv{d9IgxnwK=U`=`
zr=cVxCgA!2KRXK}9W@0h5zqVkIoX&QXsO6a2)WPeVyYOu+S5{p>7^bkr22
zL_F{7=VW7Mprs-wA>?lT9IQOW#PdFWPBvx+S}Jl9LhkqW
zbFebe(@>HT6L7tkpPhw~j+%m$i03{1oNUYtv{d9Igxr7G&%w$>PeVyYOu+RXes&f{
zI%*11BA&+2$;Qk;OGQpX$o=kq4pt_58cH%^0OW#Pb*ZoNUYtv{d9Igxr6@&%w$>PeVyYOu$w9
z*;yFrs3}N^c;4C1$;Qk;OGQpX$o=R29IQHT6L7tQpPhw~j+%m$i09AxIoX&QXsO6a2)Qdi2P+dj4J8>d
z0oU96*;yFrs3}N^c>au^lZ}~ymWrH&ko!;jIarzKX(-8v3AoOW#Pha(
zPBvx+S}Jl9Lhe81=U`=`r=cVxCgA#$es&f{I%*11BA(LE$;Qk;OGQpX$o)2c4pt_5
z8cH%^0HT6L9@8KRXK}9W@0h
z5zim>bFwir&{C0;5OV(!KL;xlJq;xpF#%WMXJ=ugqoyDw;(04SCmS;ZEfqNlA@^JQ
zIarzKX(-8v3AoOW#Pf&!oNUYtv{d9IgxqiL=U`=`r=cVxCg6HAKRXK}
z9W@0h5zm|YIoX&QXsO6a2)T1V2P+dj4J8>d0oR-O*;yFrs3}N^c;490$;Qk;OGQpX
z$o)os4pt_58cH%^0rA+Y|IR_ROBRt+^_5BU}d7Gp(GaK&lZ}~ymWrH&ko))hIarzKX(-8v
z3Aj=}I}0NnH3caV&+qedvN1EzQjwDoa{pdG2P+dj4J8>d0oQB!*;yFrs3}N^cz%zc
zlZ}~ymWrH&koz_L9IQd0oSYg*;yFrs3}N^
zcwWWN$;Qk;OGQpX$okHf9D|DsmD+?pO44
zurkrpP?8Z7aJ_<`orRH(nu3&w=jHvJY|IR_ROBRt+`rS$!OBEWLrF$V!1Z!|b{0lD
zY6?;!p5Ni;WMgKar6MOGd0oQN#
zv$HVLQB#l-@w~L3lZ}~ymWrH&kUR8qurkrpP?8Z7aQ!AfI}0NnH3caV&u{c|vN1Ez
zQjwDoa{mTD2P+dj4J8>d0oSkhv$HVLQB#l-@%%bJCmS;ZEfqNlA@@u9IarzKX(-8v
z3AkR;&(6X~M@>OW#1r^A*_atzl!)h7{G4pe4760_B!t|*?B`%*qNkxGBPQVbB|ke0BONsbDG|^A@^i8=
zGtg3zlMr&>ehyY9dKyYHVgjyT^s}=t(os{867l?kpOcN5ftHG#gpm8^{T!@J^fZ)Y
z!~|SF=VxbOq@$)FCF1#6KPMYA11%Lf2_g6Y^mDK>(bG_p5fgCzjGvu_k&c>zl!)i@
zbFwir&{C0;5OV*tpM#Z&o`#Z)n1Ji2{Ol}@bkr22L_9y~=VW7Mprs-wA>{rEKL;xl
zJq;xpF#*?)``K9->8L44iFkg@&&kHjKubkVLdgB2ehyY9dKyYHVgjxo@w2lq(os{8
z67l@7pOcN5ftHG#gpm7({2Z)I^fZ)Y!~|SF=x1kPq@$)FCF1!3KPMYA11%Lf2_g6Q
z`#D&d=xHd)hzYpzl!)j1{G4pe4760_B!t}G>*ru)qNkxGBPQVb9zQz^
zBONsbDG|?i`#IT|8EC1W%g@2eL{CFWMohr<-~H??jC9l#q(nU5>E~o)W}u}a
zCn4ni4nGGg6Fm(j88HFZxBJ;y80n}fNQrp9&Ckik%s@*;PD052t$q$xCVCo5GGYR*
zZ}GFUFw#*|kP`8Hv!9cVnSqvyoP?13oBSNCO!PFAWW)qq-{@y&VWgv`ASL4Y20teo
zGXpIZISC>6*ZVnGndoUK$%qNKPCq*fBONsbDG|@t`8nB`8EC1W*3ZGpL{CFW
zMohrzl!)gm{G4pe4760_B!t{w?&n}-
zqNkxGBPQVbGCw;DBONsbDG|??`Z?K{8EC1;Gtg3zlMr%$
ziJya&iJpd%jF^Dy-}~8F80n}fNQrpzl!)iw`Z?K{8EC1W$j`ybL{CFWMohr~j^>eT?(bG_p5fgBI
zo}ZnCk&c>zl!)hZ{hVyf4760_B!t|b;Gtg3zlMr(MeLn{)6Fm(j88HFZ-}AGx
zFw#*|kP`8Xeoi)K23jg|5<>2e_j9l^(bG_p5fgCzT|YYuBONsbDG|@#@pG~33?&n}-qNkxGBPQVbP(M2hBONsbDG|?y
z_&M2_8EC1*ru)qNkxGBPQT#{p>7^bkr22L_B}R&&kHjKubkVLdg9-
zehyY9dKyYHVgj!B_Or7v(os{867js3pOcN5ftHG#gpm6^{T!@J^fZ)Y!~|S_+0V|x
zNJmXUO2qRXeoi)K23jg|5<>3A&%w$>PeVyYOu+T-es&f{I%*11BA&nG=VW7Mprs-w
zA>@8HKL;xlJq;xpF#*@R`q^0+>8L44iFn?{&&kHjKubkVLdg9W{T!@J^fZ)Y!~|S_
z!OzaZNJmXUO2kw9IoX&QXsO6a2)WPeVyYOu+T${p>7^bkr22L_F{0=VW7M
zprs-wA>@8XKL;xlJq;xpF#*?~^Ru%s(os{867jr)pOcN5ftHG#gpm8s`Z-vc=xHd)
zhzYnVKRXK}9W@0h5zpKEIoX&QXsO6a2)X}^pM#Z&o`#Z)n1Jg~``K9->8L44iFn@5
z&&kHjKubkVLdgBLehyY9dKyYHVgjx|3M&%w$>
zPeVyYOu+Rves&f{I%*11BA&PQbFwir&{C0;5OV(sKL;xlJq;xpF#*>f_p`Gw(os{8
z67l>oKPMYA11%Lf2_g3%^>eT?(bG_p5fgCz5kET%BONsbDG^WM=VW7Mprs-wA>@85
zKL;xlJq;xpF#*?G`q^0+>8L44iFn?^&&kHjKubkVLdgAx{T!@J^fZ)Y!~|S#?q_FV
zq@$)FCE|HAKPMYA11%Lf2_g5J`Z-vc=xHd)hzYoIKRXK}9W@0h5zm|WIoX&QXsO6a
z2)WPeVyYOu+R7^bkr22L_DwO=VW7Mprs-wA>_{d9IQHT6L7t@pPhw~j+%m$i02RbIoX&QXsO6a2)X}&pM#Z&o`#Z)
zn1Ji|``K9->8L44iFi^!CmS;ZEfqNlA@}d|bFebe(@>HT6L9@rKRXK}9W@0h5zlM+
zIoX&QXsO6a2)TccpM#Z&o`#Z)n1Jgw{p>7^bkr22L_DwI=VW7Mprs-wA>{tuehyY9
zdKyYHVgjzj&(6X~M@>OW#PjNYPBvx+S}Jl9Lhj$?=U`=`r=cVxCg6HCKRXK}9W@0h
z5znjoIoX&QXsO6a2)SRy&%w$>PeVyYOu+TZes&f{I%*11BA!?BbFwir&{C0;5OT+U
z4pt_58cH%^0OW#Pf1~PBvx+S}Jl9Lhj$;=U`=`r=cVxCgA$*es&f{I%*11BA&?4$;Qk;OGQpX
z$o;Z@4pt_58cH%^0HT6L9?&
zKRXK}9W@0h5zlY-bFwir&{C0;5OTk?pM#Z&o`#Z)n1Czvv$HVLQB#l-@%$z~CmS;Z
zEfqNlA@^_ebFebe(@>HT6L9?oKRXK}9W@0h5znvpbFwir&{C0;5OV)IKL;xlJq;xp
zF#*?0`Po?*>8L44iFjVp&&kHjKubkVLdYHXIarzKX(-8v3AkSDXJ=ugqoyDw;&}-_
zCmS;ZEfqNlA@_^?9IQdpuUicACHf9D|DsmD+?*IFu
z7rvK+m5H8)l8l&u>(^fN!nd)rFw#*|kP`7ceoi)K23jg|5<>1@^>eT?(bG_p5fgCz
zA3r+_BONsbDG|^A_H(i^Gtg3zlMr(Mil2j(iJpd%jF^Dym;LN4jC9l#q(nTw1@@N=*-(bG_p
z5fgCzyq}$gk&c>zl!)i&{G4pe4760_B!t{Q>*ru)qNkxGBPQVbpMG{0MmlN=QX-z8
z@pG~1D_H(c@(bG_p5fgCzke{7}k&c>zl!)gC{hVyf4760_B!t{Q
z;OAgvqNkxGBPQVbem^@4BONsbDG|^A@N=>;Gtg3zlMr%$pPz%3iJpd%jF^Dyd;RPz
zjC9l#q(nU56xA{3(ndoUK$%qNK
zzSYmp!bnF=K}y8)Eq+cmW(Ha+auP!BZ}xMrGSSmek`WVdeUqP^g^`Y$f|Q8o8~vPY
z%nYE~o)W}u}aCn4niIzI<16Fm(j
z88HFZ*ZSF680n}fNQrp9#?Q&d%s@*;PD052)qW0ECVCo5GGYR*uky3AFw#*|kP`9y
zH$NvEGXpIZISC>6SNb_vndoUK$%qNK4nI2!BONsbDG|?q^>eZ@Gtg3zlMr%$g`b0!
ziJpd%jF^Dy%l+&ujC9l#q(nSl=I3N%W}u}aCn4niQa=YP6Fm(j88HFZfAO=kFw#*|
zkP`9yXFn$!GXpIZISC>6?&n}-qNkxGBPQVbPkwe5MmlN=QX-!J=;vf(W}u}aCn4ni
z4}K0-CVCo5GGYR*FY&XpFw#*|kP`9ydp{=|GXpIZISC>6zw>jjGSSmek`WVdeX*aN
zg^`Y$f|Q77^K-H>Gtg3zlMr(MTR#UY6Fm(j88HFZ7x~#)80n}fNQrp6zxH#mGSSmek`WVd
zt$ubEMmlN=QX-zu^K-H>Gtg3zlMr%$uAhUIiJpd%jF^DybNuWqjC9l#q(nTQ?dN1;
zW}u}aCn4niEI$V;6Fm(j88HFZXZqP$80n}fNQrnp!_Uda%s@*;PD04N_&Hda=xHd)
zhzYpzl!)hF`Z?K{8EC1gQx*W}u}aCn4ni6h8+m6Fm(j88HFZKlZb;Fw#*|
zkP`8HvY(TUnSqvyoP?13ANe_0ndoUK$%qNKCOn`8nB`8EC180n}fNQrnp(a*`o%s@*;PD05234RV%CVCo5GGYR*zwc*f
zVWgv`ASL4YdwxzfW(Ha+auP!B(a*ukL{CFWMohr<@qTs|MmlN=QX-ze>*r)+W}u}a
zCn4niJAMvUCVCo5GGYR*kMpy$Fw#*|kP`9yZ9gX)GXpIZISC>6-|};?GSSmek`WVd
z{Y^hR3nLvh1t}5F;OAsxW}u}aCn4niSU(3V6Fm(j88HFZ$N1S<80n}fNQrnp+Rw?x
z%s@*;PD052QGO0qCVCo5GGYR*kMy&%Fw#*|kP`9y4L>IvGXpIZISC>6NBB8dndoUK
z$%qNKdOtf0BONsbDG|?y`#IT|8EC1gQx*W}u}aCn4ni5I+Yi6Fm(j88HFZU-PrGFw#*|kP`8Hu%DBSnSqvyoP?0O^K-B=
z(bG_p5fgBIke{7}k&c>zl!)g8{hVyf4760_B!t`_;OAgvqNkxGBPQT_e?L15BONsb
zDG|^6`8nB`8EC13x@^i2<(bG_p5fgB|r=OjL
zk&c>zl!)gq`#IT|8EC1$!_UFWL{CFWMohrf_}N()>8L44iFn@K&&kHjKubkV
zLdgA>{2Z)I^fZ)Y!~|UL=4WSNq@$)FCE|HkKPMYA11%Lf2_g5p_&Hda=xHd)i2pwo
zZyY!0n%4Eb;J8K|CCDfN2aPhj8(@I2XMh}-ecvn$5MY1+vyg=WqmJ32qegesprb?`
z*Qlc#aMYZ2)S%-rz^G9MjdrxLowg}HyQC$BY@4=eo1Uiav_^Mq)9sY)_xsFypXZuC
zzJJX3b3M=Xd#~KjbI+ZV^Fj&MKS+OA!VJbRfG)J44i(t`0R16@1x#TCeds_FYEXtv
zm;SJVIZR*(J!nG%s!)RU_tPJiFoQ7+pbIUiLj|_qM}Np*0aF-3A3D&48kAx40s6xV
z<}iUF^q>t5s6q+Wm*@{mn86qZ(1jM%p#t0Qr9Wh_fGLci4;^Si4a%_j9{R%y<}iUF
z^q>t5s6q+W@25X3VFqIuKo?q2hYD;v^oI-t5s6q+WZTiC!
zW-x{UbfE=xsKEAH=?@t!UVFZ2X
zKoe?EhRxT~A677j2@IhJZD>FhO0fPK`oj`tFopqip#^oQ!1i_eLk0_&!U+1%fhN?T
z44ZTGhZW3W0z>FQ8yZlB60EXh9t+u>C6fLk0_&!U+1%fhN?T44bc{
zKdfL56Bt4d+R%V1lwjSUKP+JeV;DdeT2O}yY+s{4WUzoKjGzx4XhIFjuz3&tVFh!T
zzz}-Sh6Yrj1naM$KP+JeV;DdeT2O}yY|qjkGFZSAM$m^2G@%A%*nBztVFh!Tzz}-S
zh6Yrj1nV!OKP+JeV;DdeT2O}yY`>KLkii0`FoHgGpb0f7!=_GuSiu}7FoYhop#fDW
z!TL++4@;QA7zWUV7Sy2v+b^a+WUzoKjGzx4XhIFju=yhT!wTjwfg$vu4GpM53D#%m
z4@;QA7zWUV7Sy2v+jr9+GFZSAM$m^2G@%A%*u0DWu!1>EUP&|hb7El3FQ8yZlB60ARu{;-4@j9~y>Xh9t+usub8$Y23e
z7(pL8(1aS4Ve`54hZW3W0z>FQ8yZlB60Cm%{b30+7{dU%(1JQtVEgOo4;d_A3M1%4
z2bxfWGHfdJhZW3W0z>FQ8yZlB60ARm{;-4@j9~y>Xh9t+u>E!PhYS`lg%R|j15Kzw
z88)9ye^|jBCNP8^w4ni2D8c$9{b30+7{dU%(1JQtVEbA0hYS`lg%R|j15Kzw88*L`
z{;+~MOkfB-XhQ?4P=fWZp+78P24fgN7g|t<3T(^thYS`lg%R|j15Kzw88*L~{;+~M
zOkfB-XhQ?4P=fWZqCYHQ24fgN7g|t<3T%HR{UL(|Oko6l=s*){P=?J3`ojw5Fo7ZT
zpbZVELJ8Ktg8s0C8H`~7U1&iaDzJSA{UL(|Oko6l=s*){P=?Jfr$4M<4igwc58BXx
zDwJSdqCYHQ24fgN7g|t<3T%HF{UL(|Oko6l=s*){P=?KC(jQhZhY1X!2W@CT6-u!F
z4Ent8xJ
zcnnLJ!59Y6g%;GI0^9%Z;NUrAuz)Fypbs5rLJi8W+0q|YFoy{Yp$BbfKov@`{(tEY
zOPIkJ2GE5T)S&{~PthMTSilrU(1#8*p$28x{6F-E70h7*L+C*p8c>B2tY6U|mN0`c
z44?}ws6z#||2O?1g9S`s1byg06KYU~&HqJzSiu}7FoYhop#fDW!TR6RAC@qKF$|y!
zEvQ2Uwj26G1`C+N2>Q^0Ce)w|n@`doRxpPN450^YXh0Q8u>N=Shb7El3VFZ2XKoe?EhRy#$e^|jBCNP8^w4ni2D8YJ7e^|l{#xQ^`w4e?Z*#7VIhYS`l
zg%R|j15Kzw88-hL{b2=jn7|Nv(1r$7p#0~Qy4)X
zI?#j~lwtF~&>vPXhY1X!2W@CT6-uyvi~g{L8H`~7U1&iaDzN>Z=?@t!U@97U2EMN*F=tBpZP=hjT{yX}^
z3g$3@A@raP4X8p1*8eU2VF@!B!vMO_f;v=S`;`8W!2+f*fxmCgE0)C3oWQa1-6gq4;d_A3M1%42bxfWGHia1{;+~MOkfB-XhQ?4P=fWx=?_bo
z!59Y6g%;GI0^5(#A2L|L6h_d84m6<#W!Pl&hZW3W0z>FQ8yZlB60H9<{b30+7{dU%
z(1JQtVEeQ5hYS`lg%R|j15Kzw88-hp{b2=jn7|Nv(1r$7p#0~Qy4)XI?#j~lwtFq(jQhZhY1X!2W@CT6-u!FPv{Rzn86qZ(1jM%p#s|#
z{UL(|Oko6l=s*){P=?KaOn+Fx940V?9<-qWRVcywKcYV@VFqIuKo?q2hYD=}75yQD
z1x#TCeds_FYEXvF1Ny@X<}iUF^q>t5s6q+W{~`Th2{RbO0J_kEI#gi$FX;~%EMN*F
z=tBpZP=hjT{ssME1#_6d5PHyt22`O0>m~hR2{RbO0J_kEI#gi$AJ88%SilrU(1#8*
zp$28x{B!!l3g$3@A@raP4X8p1*8hzDu!I?mVE|odK^-cvy-$D0U;$GYK_5EMgc_7#
z^H1pyE11IshR}mHG@uG4SpO6H!xCmNh5>Y;1$C&v_Gjo187yE5Bj`g1noxr>Y!>u~
z70h7*L+C*p8c>B2tbdyRu!I?mVE|odK^-cv{m1l&3>Gkj5%i%0O{hT`HvfqJu!1>E
zUY;1$C&v_8-z8GFZSAM$m^2G@%A%*!%Xh9t+u$|K%GFZSAM$m^2G@%A%*!&dzVFh!Tzz}-Sh6Yrj
z1nZxqKP+JeV;DdeT2O}yY=46Okii0`FoHgGpb0f7!{#piVFh!Tzz}-Sh6Yrj1na*?
ze^|l{#xQ^`w4e?Z*uF`B$Y23e7(pL8(1aS4Ve@zC4=b3%1cuOqHZ-6LC0Nhs4@;QA
z7zWUV7Sy2v+rLA9$Y23e7(pL8(1aS4Ve_}?4=b3%1cuOqHZ-6LC0PGB{b30+7{dU%
z(1JQtV0(xDkii0`FoHgGpb0f7!{%?%A677j2@IhJZD>FhO0fQ$^oJ$PUFhO0fRx^oJ$PU
z4;d_A3M1%42bxfWGHl+UKdfL56Bt4d+R%V1lwf_E{;-4@j9~y>Xh9t+u>EWFhYS`l
zg%R|j15Kzw88&~F{;+~MOkfB-XhQ?4P=fVep+78P24fgN7g|t<3T!9zhYS`lg%R|j
z15Kzw88&~J{;+~MOkfB-XhQ?4P=fW3(I1vDgE0)C3oWQa1-3s*f5>0~Qy4)XI?#j~
zlwos={;+~MOkfB-XhQ?4P=fVG=nqSn!59Y6g%;GI0^7etf5>0~Qy4)XI?#j~lwtE1
z=?^QI!vu!VgElmv3ME*N=?_bo!59Y6g%;GI0^7epf5>0~Qy4)XI?#j~lwtGd=?^QI
z!vu!VgElmv3ME+oIr_sAW-x{UbfE=xsKE9n{UL(|Oko6l=s*){P=?K)r9Z4-4igwc
z58BXxDwJUTVfw=oW-x{UbfE=xsKEBm&>u2bz!XN%hYmEM24&cc=npHH!vu!VgElmv
z3ME+oY5KzwW-x{UbfE=xsKEA5(H}Bcz!XN%hYmEM24&d%N&3SI<}iUF^q>t5s6q+W
zH|P&bn86qZ(1jM%p#s|fGLci4;^Si4a%_j6ZD4_%wYmU=s_DAP=yk#|2X|&
z2{RbO0J_kEI#gggq(5Y^fGLci4;^Si4a%_jWAuj=%wYmU=s_DAP=yk#|0w-o2{RbO
z0J_kEI#gi$!}Ny?7BGbo^q~Vys6iPv*Xa){n8O5y(1SKKpb8~e{}KAb5@s-l0d%1S
zb*RAh57QqqSilrU(1#8*p$28x{2}_o3g$3@A@raP4X8p1)&u&(5@s-l0d%1Sb*RAh
zL-dCX7BGbo^q~Vys6iPve~|vLf;miJ2t8;+1FBGh^&g-=EMW#?7(f?VP=^X^uhAbe
zSilrU(1#8*p$28x{C@hw3g$3@A@raP4X8p1*1wPbu!I?mVE|odK^-cv{k`;u3>Gkj
z5%i%0O{hT`HhucT3g$3@A@raP4X8p1*1w1Tu!I?mVE|odK^-cv{oVA33>Gkj5%i%0
zO{hT`Ha|pvSiu}7FoYhop#fDW!TKuwVF@!B!vMO_f;v=S`$76c1`C+N2>Q^0Ce)w|
zn=AB(70h7*L+C*p8c>B2tbZ5%VF@!B!vMO_f;v=S+oL~Zuz)Fypbs5rLJi8W`JMEK
z70h7*L+C*p8c>B2tbYgnVF@!B!vMO_f;v=S``hUc87yE5Bj`g1noxr>Y%bFuRxpPN
z450^YXh0Q8u>NiIhb7El3Gkj5%i%0O{hT`Hs42oSiu}7FoYhop#fDW
z!TJOAhb7El3Q^0Ce)w|oA0GRtY8ik7(x%)(10qGVEsMx
zhb7El3Y&!IZ70h7*L+C*p8c>B2tiPN7u!I?m
zVE|odK^-cv{Vw`L1`C+N2>Q^0Ce)w|oA0DQtY8ik7(x%)(10qGV11GPu!I?mVE|od
zK^-cv{SNv=1`C+N2>Q^0Ce)w|n{TH-tY8ik7(x%)(10qGVEt|Mhb7El3Gkj5%i%0O{hT`HW%m*E11IshR}mHG@uG4Sbr1!VF@!B!vMO_f;v=S`;GL63>Gkj
z5%i%0O{hT`Hs3&hSiu}7FoYhop#fDW!Ma6%Si%g(Fn}(!pbiz-em(smg9S`s1byg0
z6KYU~&DYT%RxpPN450^YXh0Q8uznx?VF@!B!vMO_f;v=Sd!GJ~!2+f*ft5s6q+W=jabhn86qZ(1jM%p#s~lraxq`fGLci4;^Si4a%_jD*D3;<}iUF^q>t5
zs6q+WUrB#h!VJbRfG)J44i(ro=nokzUV@SIZR*(J!nG%s!)P;o&K{^oI-*)_G
zn8O5y(1SKKpb8~eSLhE*n86qZ(1jM%p#s~_p+97>fGLci4;^Si4a%_jb@Yc7%wYmU
z=s_DAP=yk#Kb!urgc*!s09|N79V)OrNq@*-0aF-3A3D&48kAx4S@ee$%wYmU=s_DA
zP=yk#e=YrC2{RbO0J_kEI#gi$Yv>OdEMN*F=tBpZP=hjT%Jhd7%wYmU=s_DAP=yk#
ze>MGK2{RbO0J_kEI#gi$tLP6IEMN*F=tBpZP=hjTekJ{31#_6d5PHyt22`O0>l5^c
zCCp$91L#5v>QI60ub@9t9ZPSi%g(
zFn}(!pbiz-mgo-|EMN*F=tBpZP=hjTei{8?1#_6d5PHyt22`O0>(8V=EMW#?7(f?V
zPzQdc@WJ*o=nokzUEUC%BiN{ru?Pe0DFt&bl?u&-!#f
z{$c2+KldAc{7BNZ72GFFKXdf&N?-Z5JA?DHKGijGpZ@fZ9Etani@2DXALFQ(yCSph
zI?lYCr;ao09^%ZlInJzmiZk=(IJ530&b$W)H}br?
z(mVGv|I|-@@!_f56`Aki>bN-PIqp0zX8s9W2WRGgdpu|BuHs_mpTrGuX8z=HX5B4Z
z%&eQ?;+%E&acR!}46cPNce~6w|2&@IoUyr`v43_OTv{8c?!>!vyS0(-SH(GFbL+hJ
zEY5kFF}YUmc55TKOE_n|oAoYB9~U!Qdn0#6X5Ga59j^^D%UxWWvo*5JU6EP$2xn$V
zbtpZc`x
z*7d8iu7*o%!=J(Xox`QIVNb7Ztl?lR8x?K)3xfJ^IHXOEk>nAx9sn!6&i?jA0^
zH_YeSSmDfUMxAv}a51xPjZ1U3ukPTBinWnk1!rb|mgLUh(t9JhCN5@nt`~DxWOn{N
zT%5BRuj687=Q_rjS?_1-?%-l(doOTlZTMLp;$mjqQ(T<0?j`Oseu%&M_@VmI2d`W?
zx&oyyW)1OK?`Qof+`E7NLr0>MI_}ml-aNYXiznW8=W}-gck^x6!Bs!}z9UK3Ud4Uk
z>mN9(z5a>A)MJSAvp!|Hh5P6mpLZlWnc>X#8ONC$uf2A39~U#fhRbl~eb;ej-7{Rw
ztlQ+S$n5=2e912J7aV8SRdHr}=W%A;SzOHg9$X6-Guz`5F3#Dt*2kIoGmq!2yMc?D
zbrW37th<}LBC~FZi*wdJ!o@l3p5x41JD#)d6)tAhmFv6ApLsmzkG}E7;b~l)v#x=Q
znROR%F|)3lyCSph8ZKtmjc_ru?lvyY`3>A07c*P;02kNB&t=(rALGn?a6IP>_W~C)
ze;l{P#mv^7{8C+!*}59e%xP^{cMcab>)NLDZ!wqn0ZMar^9&YAt_YAtu
zT=!F)YuVhX?j9~>w$5u;x!Yw{Fk1ed|+Q1(z~=KkLrm
z(wueHHgi{G)?dV#S^O+LT+FPyp1UHm_Z#EPEPj?dIJ242%(?|GX4XH%#mx42ii>l0
zjlay@?iuu6y3&{LXV#s<#mu^T?uyL1^SC%?T?ZHEth1*M@aVT%5D+5iZWzXYe^LX7(9;h4Vd}zbBZx
z&r$g+ig%rV7Owl#I5YbU>a1(vQs(3?yo>Ma}D^O(Ai^@yWKOG>Tcsw
z=2SPwnc00%=UgA)()(HGnt6;%b58CBE@rlFo4X>j_dEHX;$4?|)Np2YuF0LtU6I*m
zu#JnE?Qt0w=j`E@syCa#v*5UB|`Dx-l+h*4@cnF=wB_1uo9nx`(*9
zHhc!3;_~(FI_Kx``FM$onSHiOjs48loyuL2*}6K;%sz+de&=y9v)6WVSIpUG@G355
z_8A=F()-z;!Ds6h&bjM#J|8ojnSBOR-F;k|b8=bkcA1lVhD&o!Zi7qj4d-c(6JP1i
zv72+MtKw2-opon%>0PJunQ7r-X4m~CT$;0Wx;`#u*4@Zmk=grAaB0q|$6Z|72hD8V
z5*IW33_ile%=UPWi*xqR?iJ3=t{Hpi%3rmgS$7&2GwT|;D>CaY;NqNhU0j^A?iwzA
zM@oH1xR}|x+c-0u(K?yq;+%C4aBwJ;tBKpTTv12A7^eb6D5JrOe4)%-t??x?c~MzHcOV9hcr4
zX0yjQce`gW)!o6R%;vRjfitrit@BxUh>MwB_fK(Y&gRp-#Kp|I((Ae+v-dlNOW!wA
zk2=oG?t^Bw?tJcw%szu1T+D2btGGC4*Z2@;W}iXlth*Uw#%S$6{$GwUX}
zm|1r>cg3822A8-vXX_r};@WVo&v9nf``Mr66)t9WeU!g;KeKhGb5~@xu7Qhd!@3K&
zm|54&T`_0Z%r#uh?3y0ooH6Twed0rWulvx^?cB`|^?ugRz2DD&@=*LN4{$%q+MWF3
zP4z?qHpk>5{u6K7_hL;LEcxS073+&%9{HfH^H-xbcx
z?>f%xwNG#{vu=%xnGX)mA050`S7g>za51y)49?6ycAQz)#Kp|Ii#RiX{_&i3J?|Ih
zthv+z(r?@z0-Ai1|
ztScSv&sld07w4?2)&p)FN;?CpZoUQBN%*_6g*L^H2A6?B|ky$sy#mpJ*7A|JC
zZib7Qb@y@3`3sKctjoM#n6vH~F0Nr%#GS>N
z`Q2~N`K`kiE@t-HOSqU>*T=>6th?d;$eh-*JtjCaf8p_*t-FhhbGB}Yi*s(g_S1)t
za#v)24fh-u=d62$iiRu5(vB
zgBkAN>-IB$99O}`%+{U3#mv?ky*A51;&;>_$msB@oL;+(VlU~-ReW_BM;?l~^b*=t|ruE?w_f5ZNqb*FK0
z&bkK9%uVrJ{+xhpd39^le5=$v(r
zadFPN7dSJg^{m_C%khtYKeMiqyCSpqJA;dJ
z)-`cvb{{mK?jkN`b|38FVrF|>$L&9ZHx9=*GyC55e(pVYa51xPfs1q2JqmtgGY9>^^8d_nGs!IA>i47c=Xw;$mjqFn2{}-7Q?qtefFt
zX5D>UoU{92hKrf4dxnc^!+mgrGjn=xxJRA%=Kaj>Z&h5(Y~9)16`8GT;o{n`?h-C$
z*7b4m8FU}Kfs2{l2Pe2RXWxhJgLiRhZRp&$mN@6^KA7AioSEGRlY5TyeeIr}?)M7k
zyV=~SuKX>#%{5xjwqMv^J8v=KaVk$&GMn&dJ@z
znOUFQ92YbDzI%X6b53=Sac0&h_W~C)n{SJYnXNtft^1jEHC)WBJBKry8T~A6T+FPy
zj5D*Ox&h8?Y0mnaxR_Zt#hF>swfAslb|2Ka&#Z81Jtz0X`!Qqp!Q|GsIA^atXzyp%
zRd8|6x-+;qXI&F#=G}i6I-l=@7jbdU*7a~^b{{m0d(U-T%&Z%GzmVB|@D46!wr+uo
zbJjh?nc4GT>hTm8=WN|eoSEGRQ(fuXcA4D=lRJfrYr{RNj*IKrz2`j6%I6E<6>rA17~LUL4RKNnG3i$XIHTqnYjT6z6B>pRRq0i9VrJcWoS9t<_Rw{5S7g>*#hKalk?MxHIA`l_;bLap3}&(8l6F3wrs$C=H2(9iBi
zH*hhtZi0)M-3RaDVrJ`>xhpd39^uUFKA3tu$Hh5Y_X=lb-*u_3+}UMzA588vF0Nxde@bE
z)G1ud?EY5A#mv^7&s~w(x(+U`4ePGrVrJbC7w7CgcncRZyARHAY0f^o?t}MnzDHae
zI`^myXJ+?7-x<1RI5WEsrn*h;cKcwu--%29H_hF7Fx6FYz8~BNlRJw`dv|gz-0ts?
z-pK3BcL`@^zh7AAKGVmU*?lm%8#pt&51QG!2`Cb@;mqtlnCeEjIA`l_
z<6>sr9A{?t!F25doOAY>)46^hsW*}4JFY-Y4hZsKBQ-4quyoBJLvX0~pXyCSph3C_&oXIbOooOK7^
zzrUV!6`YwRU3&%>*R%Up6BpNpd(TCjncW9>bAIcvhl`oL_ImD$%(^jdf6i|m-oeE=
z+hc)q&hCTe^V)~FIA`mg;^Lg$k6z+pX7`>_cYn^hQ@EH}SI=FM+54Tx#X0LbI5WEs
znooBX7c;vL4skKFJ#OLRoZV+;I5Vero$fv^t_@v=in`N3$ZTB~7uSY$*KjejZiI_-
zb|1Wri<#XA=eTt4c740gJiw*DEATmR&wGsX`P-cbckTtw%)9g8&TVs-&V#%Ao&0U_
z`^K)WhVxl7W9o4Zm-cS6*td;Kdw0rr8E0lQ>fC1rI6v>sgFAN*}~TXWe;RoU^WjGqd}kS=P=*&erXan9~D
zbDWuX=Rwy!|NaFR*M{yfE@sxf$X$_Hx5dRd>rVFe=d7#Y%)dB9&*S=DbDwt`=E8YmpC)K52m`(72R$hO!qs5OW!wAT^(m;_d(aK_dAbseY-YN
zT?dykr~6&SrS+_HpBd(Ew-0))?iS9>?t`grhD&o!b@y|(n{%qma53{6-0vAK&DqTM
z*x=0UKA7%z;)DB{t*hcu%u8>^_+4Cb&3f
z>+a%WX5A9!oZSbVf$kB`%EUB)1b$`y*oz7j6S=YeDIqNRq
z;+%C|oSEGR?dv{x4Hwsjbt9aa-3QI$-g7&5MP}U`7c;vLKETDbVcp~06`6G}aAp>>
z=(e~xXWhvk+F#GQ8qUn_gDKxRTwEKz-`lw>)`suE%Q!Rp?%2(lfB%AunZ5RA?uyL1
zDQ%mO-JkDUhfi>E&epAQan9Br{BB*5*^CujoU`r>E@sv>b5~^c
zeiw0Z&bl7XY-aQs)LqBL%=$4dX12#2T%5D}%p!NiyH58I7c=Xg;$mjq%iI;2b*104
zKWE)3T%5D6jx%$5*XhpVVrE?jXJ+?7e+KuNtGO%YtQ+EDX5B4Z%&eQ`uE?yrkBe(V
zm*HY&-7{RAv-{u%7c*OTqQAd3+y|?1CvcKcwu
z-)UU>zLDx0IM;ytU~(67w_6*@b#WvXqqW_BM;ZjMWH
zPVPbOc5_bdF)n6yAAEr`v)?aL-8Of-eK5I`zi&UYS!%eL*?s05E@sxXaWS**GS1BI
zgZ9u3a#v*5-Nc#MeK6HcadFPp-OF8(S+~MDXZOK$?Gv1t-3N8^_*TJ&%iP!+ooRi)+KZ
z=PJ(3?t@-y-4GWu>u%+)$gG>;_UHW8;eA}3vpurh?e@Xc;~6f_*}4rb&e{Fw#2?tt
z?0dV4i*weU#l_6JR_=<--tQ7F&RN&Tnb~)n`E)mOS7de{oZw<+d)&pvIeYyQ=bUrT
zXWb)Q%&dEki^^u87c;vLu5ju5hChS*;1is4cm6u}!8Ojz
z?t{r440f5_2a~JhZnqDn`<=n1Ij6cN&b`}x(0SV9A}*a_Q(X_2GN=1p$EELeI`^3|
z&dmDc?%>SqKA7ABm*$+@!`$uWoZM4f%gQ;$Yi*vT_KF&F(%(@I`X7|B#?K7O2
z-3N8p9g`adFPpoy}d5S=YkFIqNRr;+%DToS8ij+QWVD1}@Io
zx(UwA?t|93_uR$B%(^8mJ%iS{4?e=h%+@{6U6EP$3TI~b!PKMtNA~Az-DzB0&$7uSaSRu>o7hI`L7oSEGR?Q7i#7c=W_=dQ@Co8$K9{MO+ET%5B#9^=fc
zPd#4X;+(D9;^Lg$k4|3S&+Oh)!^Ju4&f#KaT|0M0X76_y7w4=S;LPSe=rgFhiHn)t
z2dB80*&g?Ban9~DE1Yvq?>gNRT+FOn<6>sr!4K<-%(@CL&RKT`7w4>N;^NxSUBt!A
zx*pEVX7tZPuH)j`(2a31v+fQqX4WloS7g>b#Kp|Ir?{9|_YxQ9?EFiAbU(9or*Ls?
zxDVEGX7=wzt#OY!kBgbz-#WOM*}AK_D>7R*#KpB?-7Q?qtefHDoZScSR1J
zb{~9&OW!xl?ET8a-JIQ1(zT~?F|&0IT+Hm=a{(7K>$qfaNGV5;R
z%yWKvR>K^0F>^|t6t$Tqpv-_ZR?lW7Qnf1)Cv|8ZORR
zcP@8DW?dT>=d8Poi*wcua<|(D&Eh_I6Bp-f-4tgwGg{}~a}O6Y>sGk*44T<}@Chzv
zwr-ufBD3z`PwXzX(-yAL{N-9=nn8}3^@TwELOJ=bw&b|2i$
znScL+i~3&iwlqT%5B#p5|`15AOcV-#UDWi*vTF^dtLoc0W3Wi<#Yf
z>bN*(-FaNhtn1{i$n5>D;>?`ptQ+FY>^|r-sJoTBBD4G83>P!o<329V*?lI%nK`}d
zbkA@xvu=ZnnRO>_=!(p`DlX1hcNQ1ttZU`2SR1-axR_bj$C)|3pWQ=l;NqNh6I{%!
zyNipNb<5lpnRSnFF|+PDE@sxf%3U#M_rda?+|O*?Xm$?xSzCf?$f7V{{;KVuI@6<
z&-&yBxZBKD(zQ2nX4_t^=XF`uKbq#Qe)voI+2x1%_elMtdpPr+InMks+zMy5F&XV)
z-4k5Q{BhhG7c+b9!Jpn`K6RYgYb!W2yPtbM>(1a}W?d5(=X`K*`RHQqiaG0gxR_aY
z9cN}U+Cw+S`Pt_%xjVR+*}8@I3v<>z#Kp|Ir?{9|_YxN~zxLX9AC*SBBD3xkE@sx%
zaWS**JTA_;f$QL6X6vqczmQos#Kp|ITez56H^aruSFU{H(f!;NnROY?%;NlX&u}rb
zZi9=NbtnGJE;GMdEnkzmDlTT$oyEoVtZU)SJUw2|x=Xm2`J->Ve$>xhky&>G7c=W7
zI5SU<*M{ycF0KvT66cZz2$DGf+{S3Z-^c)v6TlWeVGwaG9-p~B8tbTMlcSUAh
z0~gnZ?gB1m&Tw5^ob$(V*Kl!dc6`6HYoSFGO
zW%+v6-NVH>H*hOlTpQLs!NttFwf75i_S%D+yUg#x`^;EZ!NttFGdMH<(((KG%9VE<
zHFH;F)?LKK%(@;fX4YNDnfW8f?>gNW7uU1yj`s_hbqkzxPMLKNadAECp5n~R_o4h}
zYrOW!!V`No`#r;b(EHuO#kKL#H$HJV%Uzwn7fpNjCl2r9;(E3&!^QQidxnc^L$|@j%x~aM
z{P|sGzH=P!-JdwD;^LgW_AD-D*0pdk^TEM`!%Mj-o*Y1}@I|
z%9S?{FW_QkT^ASUth?s@$eiY^8{y3CIl%SzLELRzoU?UvoSFH1nY`{}+4%55?uyL1
z$GDg|!@a=8%+_sjF|+REc$b;qZsi;vnc45su4mn4TwELc-q6EA
z?uxa+@AN#pi8C|5<2V1=tefIuX5Bqp%&c4C_UC-%@QL>ebGFACXJ&p^>f1dI{^I_e
zt*hYTocTSUhi7tEWaf8z9yW1t&bo`Zm|54u#mwICI?l{#&bqPpBO8A|ogN}T+FO1{iXfPx>LBASy#u!IqS~j;+%CITwEKv
ztGJk1H^iAay`MS9y!Te_iaG0MxR_aY9~bAW%WyHX?ins-)@{6BSR1+%AK9NXf2Z-@
zDlTTW?kp~@4St_!vz5Ez8RU0=HZS2~W`1vIvyY3Jt-FDXnXQ}P;@Yt8uJ;R>bxT~F
zGrwQ7`3M&?^ZP}c&vBlie7AYN@g4ID=UL02CAsn~{yz+!KXZG&vFC?3raAp>-_4)65KQfy!-S3)peD-Ha*N$*zmUQiHoSDsNoy>85)+hG>XJ+wQd5klg
z8O?0%3tY^s-{N9suRZyryUb?vv)9&ee)ebav;G_|X4bWFan7E%F5}{ybpu??thkfWwKeOkp3NB{Wox#P-x+X4W)?LKK
zIeQ-L;bLa%u6w_bSvR&WWY*om#mu?|F3#EW)qqx-
zacx+a;bLapGw;WoJr9~ix3Ml{)}5H_XVz75F|+5bv$&X9*TTiMp}T~OnLX3>adB;U
z9=w5zYr|_N-Y;bK+Pl_;wPD>77uSaF5iVx-y!9LxGwWXAVrE_Wuk5c4-DzB$v#x=Q
znROR%ac$_j)`iTvYq*$MH^Rltp0{q}VrJbOXJ*fX{#oiC;NqM;(>=z;%+|fY#mu^`
z_X~6O+LM2Em)WzG?;PuDxR_aY4rgZ1gVuT8YU5&N-DOI9lV(?Dq|Oc-}hrYrD+5zmxXo{p4W
z%(^Dd%$^6+{Vw8SX6t(1FJ#tTw=O(`x-rhoo(KK&HQyavTpOOZ7C7hZdC3`^SGE<*TKcip0}>z
zVrJbC7c=W_;mquL(9F6SE@sx<$2n)ugXYs^-Y?8q_sqJGS+~K(^{hMb#xAqx!QJ|M
z^RSBBU(atIp2h92=Qj^qxHxCeYL{>^v#yVeYeRR#`-M5{Cf1SJ^PpKg58lPaIa{~H
zIcLv<)_LA~go~MV&v7xc=fPLFnAy7WNB1-9PUFn%ImJ2a8n`%T-39B&oc2Lo7iVVA
zgX!99xVSbvzm0HlZFmN|jWe_7L9exLj*FRf4{-Z)zH;~&w?F4AhcCQen6o{$){)us
z;O@`-%HheszCUN{YPdLO&t>OuF|%i|HZIOtcNrHm>jt=(+56qZ#X0My-j8ga2c3cL
zo^>I!=fM>&t_^!U!Noay-df|#oZfZ1gXw-|T?H32>(1a}W?d5(=d8Qv{lc7eJ?p~S
z&|SyH%(^ko%<28?dFu`?&RMs>#X0L9;$mjqQ(Vlfdx?vgb)~tuH4V(b(y=}dC)rDBb=E<=X3KMXJ+S`>R#op$n0KI
z{#*N*z4kQD%+57k+rXJwpL$%t#mrvY#l<;Wdo6dxoOL5y%&fbOi*we^bGJJW`dJ>}
z;+%Dly(1d~W?dT>GwUwru9&mu!2vF2w(h3)
z3z>COT+FPyhl`nYD_oqjXRs%^D>CcWI5Vg9tULJe{mi;b?uyL1GdMGQ9&}E+CN5^y
zUBt!ptn1;-?0GO*Hc(
z-3?sKtefCsX3tx9b5~^6Epg7-^Pqp0x<|M;XU}xcb5~@x?iDU()|F@bbN1TPI5T^;
zNuA}`^|B2JzMv{`-QckdyI>j
zbuVynJ?pkOGy8qR9-g;O{$1VfJJRmw{p4W{7oS1TYUgkki)36>CFR!Nts;
z2hZTl?0GQtXyW3Wz4jt5X4ds^F|+5b>$xj3>&Cd4S$79#X3vB6)h%*YWY#^znc4GT
zs(b4F!kn#piHn(arN6hoo^_{iX7)Vj{XB2ga~Ie1n}_Fd`|J75!wxRa*=w)nuE?w#
z;^Lfjx4d7Nvu=hnv*$sxcpkiui*vRv!`H_2VGHavsf#hKajpx0Wr#O=@d
z%HgBj6`8Gjj@zH}mBUxwFU;8<<)7GP_B@z+oW{jDTi3wFIeRXzYXRt0V&RKU2
z7c=WdxhpbzzuUMtXWiWUk=d8Qz{lc7e16*7ix|_I|SvSR*IlZ4fZ{5pXF=yQh7w4>df{U4T
z>)aKYbq7DSpIKMI#mu@hxHxCegH2q_Y~4j%TpOMTd$}u~LCNOTjJ8*o$mJt7c*P;-1~(&>t5kvW?lIo>}S@U#>LF`Y2>cRth<1V
znRQ)U%&fbHi)+LAk8m-wb+^4=$gG>=VrJa~T%5D+F)n8I4E7>-MP}U=XXdn?btnJf
zer8<_7c=Y5;mquL(4M+BE@swU#>Mrl8{o|Bc`#jj6Bjdk-kRpF$gI1EiNLOUmox;V;x;ied
zXWe;RoU^WjiwKX*lDU4}EW=RyB0b-78#N&${wY?=t&+!ycXoPv>s;9clOTe)6z^
zGjn=xcz(Npiu%%B?0GQto#V{xc`)7Y0WPi$&s&dk
zxBHG{o$duLu4mmA7uU1yLFK0WN0tymd2o
zMP}U;7c=Yb;mquL(083~g^TN1_XKBV&x7XEt-W8Ev+m$$_A~1$xVWBmXK-frJm~#A
zZ#8ol*Ylf)7jgUR`OU)~F3#C&uj687-53|=th?j=!kl#roOAX(Xco_d4{>qM);-0U
z+4G=vp21$`uE?w_{geI7o(E6iVrJ{=xR_aY9%p9HgQ-Wy`-M4McNG`cvu=npv**Ed
z?JZnf8=l{0xhvL&XR!M?=j?gVYpu(0F|+O&E@swkaQkzjbuVx+vu=xvnRO@s*?wkS4Hq-(&f(&mJrA~VF|&1-adB;U
z9vtMZcm_SI-NePrp7W--nAy5}xR}|x6)vs~>z;VOFlXHw7w7DG@Zg{CXZAc;!KJm~
z_f^kyXL7g8oLm#<9w^CO#HGy1^>Aj^CwCp^cV~0!JP(e&ADPXV>h9oD=HwQ*|DUV-
zkL&;M`+FYCp%FqR(}?9*BV^x92OSj)jSw=Ogjhangjl8#LQWypw$O11A*T>xq0`#d
zwzjpc<6PU>w$7~)ata~N&@AS5d%eET^L2mikM|#+>*e`;zV1CfkN1y9ukYvm^|Q0J
zE_-hMV+;-%XVh1AIr?z
z2$q?B-I=be$*e74nOR%KGPAaYWu1Lb-^Vhu>rOl`GHaJu)>*s5GPCxKWoB#hQCX8&
z>;9E>=F-pF0G64xQ7kiSGnkou_-7xBo)?+5H7xsC+s4f7qwGDvGPCp6X=P1j?Fut*
z$*kRDW_BL*JnaR`-q1d=%&hhNsyef?RoOd;WoFlnVVPN*#WJ(=)>36nW^EnI-q3ci
z%
z?7An{hD?^YyFs+{k-8doCilLt3M;vKktuCOk-yDQEUOr%+7SHn3l2t}*NEJm`7OgAZ8N*>$g&nVkn+=M2_ytu>joUMw>^4-R3O*>&Ss
zX4d8~GdmBKYb<+S)Y)|#SoX8Fi<#MZu`
z%~;l*VSdiji(O;Zxt_i2y$_g~od;d#Jos8!Jr5S^_)T?Y-v>44vR=&0&Vyy$5SE#p
z2gk9@?A|%gBb)PJ*}IIH*?F*BV*|^~?%l<*&dys$l{IzN&M|9TGHW+j)>(VR%&dD|
z?G4M!TIX+W*IDbsGP5>}WoB&(%goMO^OZH3wG}KgYnxbR*7mThv-99FmYH35;d#*;
z+AWruwI?hyYwuWQ_O-I>w`fgftsl#N)<&?*tW9H?SzEx&?8Dk?tDYB`wJj|BS=-0V
z?4#^G!7{UcSy_`=yTdZG_Kca?jQ-ij2bR5|b>Fr#YXg{>%~zS
zp>~~}>3Xru?7AT=Gi&2m*4e#tn3VLK_4mot=RIO(_EE0!=6TT@?(O`o?aW#qmi?>^V`ldAhUYmCPE}TaMyh{azW)U?
zvyWmcSY~#n+r-RVf1gZ!-X4~jU3ctxky*RI@;Rv8VrF(8Ecu?W><#Cw_sZ(eNUqbm
z?&{3tJw@xsvY)jPEPF$n#xk?>;DYCo+0S+58mn0LhI_ZL%&hHWnb~>kq_QTnc8OWz
zl3BaM%T!LrV-`^3!bJm@-Su%6$pHJP}Tx|Gqdwx*?Wd%Z#chQSJw1~GuQ)W
zX6Hfoy6zRr%v#3}w=-+KSi8<&=&^R4y~a3ZX6M0jjX5mq?7C$v>+D>%QCXAO8EhBJ
zI%`K*X4cNJth49cU|DDF(eudWJZL`c4a>~VgPr&7%wD4p%Q`!64OiB@)@f5%X4dAh
z%&e_onOWP!vd-F`=aIR*ZfM6?_J($WWu3KK%*^HW*?H@!vZl`3JC>QXuHVtlto37=
zSsTGJvo?)oW^Dn>Iy(=pVwu@>TUhpn^Wc7E&2!LM?F7rr&Uu$u*4cG;SY~$JGnT#K
zx)0BbI&0m(vt4KB!2v8YI}eUxr8oS{b
zYT5zjEa=0%&V#3(M`q{2a^6*C^*mVi-eb;!KFZz~%*@V%n)BdiW%WE*tmk*tna!;^
zmknZOa~?Fad&jWM>^wM&WoGv-c^;Xa2g^0qE34;0GrMjF%gov#mUVXCI;*Uyvv%!y
z}on3e1dC?o%V`WWd?G4M!TIY|nGdqLzRn}zIhA}gje%7Y2%&g60nOR%G
z%EgYx|xTy`i08nc4om#Inx*EO%J;
zhI^kqFEYFLqq3$qT-W`3+P$F-V42x@YqYW^vo?ceW^ED6-q6-CGyA$-KL`2#7c4Wo
z?!fb+H?-5rn#|f2mi?^VW0~1`>!q?Lv-atE)Y*B^pH=I5Y}eVDZV=1Nt{cNLvo?!m
zo!z@s*^gB7pg*tc*0Id2?Op#j>AW
z*YSJXnYG@^n#|e|mi?@aV`ldAhMAoQ=PIi|Bh@wK`(Hed%;j~%S#1N$%-Swy=KA|&
z>hq4U%sjSJYO=H>5+5%=~=RwbN-de3J`?b7yazIgUXtI)=n`qI}eta1Zy?7pVb{?$%KKT9@
zEHk^e=f7!Z)&{Y5oxeg+sd4YZE`R%Bsk8IoCYG69w})kKI1e6I);tHD)h;|Q>g=3%i)CilJz<&Ib?;dA
zhU>bX+nKfg%9=Vm4~}4&*?DjpE4|_859haq%IeI;Ry~i*z7H1L!paO=Y`?O49xQf(
znc0WtJb3AO)Y*Bkth>X?J#DM*&e}benY9-z>#TiN
zR{m}2Ks68c{AfF~>jtr`vo?lhW^ESB%-Rx`nVq-RD{C@qJ6LAc4zbLvomJM<*?I69
z%R0O6!SkXwv{x)MYaRbXJG0h{WoBovp~{-f+BjzB($Cr)mYKEX%9_mD24-gGLI2LR
zUC)cm+7Xuhtes=l*?F++y}>fG^VVZ!O=j&4%gkEmOP$%*3D48|Dr_E{Xf;2od?~g4PaSkXS&hKn#``7!7{V9=y_3R_pV`P_WoeG#x|Cj
z-FtwU*?G`)&ReIIHJP<5%sQ9M+C7$;wU^53d9a-KiDf^#uIGPlXVwO>%&d)J+0WW6
zW@bNccn#;lrON8hNcGRl_rGBI9CTLO!7{UUSXn&}mh;ZA%DJKWpPy_OmuuS<@TZGM1U02RA&A%+7=58oOB5*}X?t
zX4cNJ>}Th#o64HZ+9Q^kwKvSn&Vyc8>-=A|CbQOunb~=;tQ*F%&aRunGP5?1Wj|{x
zn3^(g_+rTuv}x`^P-aPN=U*n)u0+I?kBX3u-Uvd-G4=TT?pL2ID(
zytOks4-R6P*=vkpS!d_1*~*&NI&BHd%-TAZnYEqDn#|fEmUY(7JTLlLyT-CNviAR>%LYHFef{vCOOuVVPMQudKH(b|;WoB&{%Q`y`PGOnZd2k*pz2SSg
z^WaKlb>?E5nD5(uelE6$mCVJCF+b-y+xi*8^DZ#!?89}=gSVbXoy}PGK4E?~^u;V|8ZdLCtxvzp{EBEH;9f*;;GPWz(3Mod?Uh1uQc=53XXF*}YqyM>gld
zvUeXdv-LN#>rSxDtX*PRXXmZE%9=WB&sb*GKCrB_*8Sf6uE6VR16XF(MzO53HiKnm
zZ4t}N+8UObowv3tYcgvGSZ3BvvCOPpVOeMA!Fwz-yY9vFqBpcpEHi68|7Sb1Hi%_r
zXRxu#n#|fPmi??PVVPN5$1=0FgPGZR&_2)(JufnAXIS>Lc8ytQ=fSe~0n5zJTd$Qh
znYE7ptDRZv#msC*&(nr5|E$-~BfkFy%gnBu^E@(}vFu&OGPCP8u*|IOVwu@_>!`9O
zvv!VUZ)i7IW_G4~#InxLgKt>&hI>2z?{;SQ_F>r@t{cX(pS3A0Gy6U|Us;n`Tfs83
zwuxnLXnR=JSv$ruvv%Qm(Hq(=mYKCDEHi8GSZ4O`sp~^)GHd;qnSJ;Bnw`&eeyPB1e&5Bg{4t;@=q%-S86nYCvuGix81nY};g
zb+zu_S7&aXgWs4Oz%sMzMzPGS&0yKj+9GCVKW~`Xd2p?=`ZJQ|T(*swxx5c*2Uup-
zPBAlkf6&aHcZKD1&~^8o7j@QNFf*6;LG2SWv-4od*Yp3hd&7Bau(J9ylIyfF%*^F|
zP@BcFpS2|{dqZ2tGPCpGj^~ltd9YmL5X(Bd_YBL-+BKH_?7a0*S(90N#WJ(j@%!t{
z&Vyc8>%}s&HiVhkd9bV-$Fk0@o5M1*wv1&zYa5uEod-S7d26?_>}S6J1#9;+-~WPT
zo!xtbWoGRW%Q|aso)>l2IzQ{o&V%-q_Xqp1th4KeF*7?4n%Nm_s$
zGrMjR%govyW@hKXa*bopi+*<91(yA+-C|~T9xQvGukaon5z&Wu2YNPAY3MJA++f
zS!eAI%gov{mYF^81Is#V-Tz;m*?G_!XaiVgb{-tXGPBp1!LrWITZ@%7uXWlQmYKC}
zEHi5dSZ3Bvv8=Op<#|zO?H%~hHkO&S1I)}m
zti5*Xd68MW!m^*Wd(6x}%H9_&Gdpj6VwqX%>1=1#1~D_6(et!1EPF$n#WJ(DO}nVq+mvCOP(V3}Fl#j-cFBP{EzonzV0+KuN$Z)lHLX4c-Y%&c{Oqn+9J
z{yr=-Yr~kCefW2&O<`GQKiAA-nb~zKSZ3BXJuiC0y?dCM^>U44EHk_J0<+F$be)e|
zEHi6QSZ3DVvCOP>{o!?H-9P*2$FiTb5iB!n(^zKK7O?DRZ51=KpEvxo^V=3?X8)gD
znseDcX6EufsGVS$S-ZrnbNziX^?7$#W_I1P=S7{h56sNYgXOy2U3F&X!IEzP%YJs=
z8pX`)|9{YR+6-pq@;<07VrFjMyZQbXEPKOs+gN6H9z5_ovN;cyYn)yKq_Otegnb~=;?0v(s
zH=N%(|HyW4ID_?JW_BK||33Ks7c4WocM8kQ+C0{-^OuPg&x?Nc8k?Az>+h5C@BGWe
z9+q`>-7%JRb}qZXvY(y7Zn3Ph_Jn0-?H$X^p4ZjguCvyUnb~>J8fYU}W_BK&#xk?l
zSirK*&ReUPnagXPwuNP8Z6C|b+6k7KwM#7PtlfED)LDDRvNyC3EHi7}e^i~hygoZ`
z4PaSkZ4}GQ+6~ywowd%Mc4n;)%Q|brSm|f4t4(2$*c`vnOPgf%xp%_(`K;j4Q&z2%-Wjgk=cyq)3&k9tQ}yPSv$otv-8$f
zWld)79?Ra)Ua-vUO!tXpot+1J{`hupxOWiC%Q
znOQr;vNyCdEbFXYW7*HzgXcwWXs=ji);fCInYCUlGdph$Rn}zI#xXPdzT)4dHiu=M
zo#~db%