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-rw-r--r--buch/papers/fm/01_AM.tex39
-rw-r--r--buch/papers/fm/02_FM.tex127
-rw-r--r--buch/papers/fm/03_bessel.tex51
-rw-r--r--buch/papers/fm/04_fazit.tex6
-rw-r--r--buch/papers/fm/Python animation/Bessel-FM.ipynb152
-rw-r--r--buch/papers/fm/Python animation/m_t.pgf409
6 files changed, 343 insertions, 441 deletions
diff --git a/buch/papers/fm/01_AM.tex b/buch/papers/fm/01_AM.tex
index 714b9a0..7c7107e 100644
--- a/buch/papers/fm/01_AM.tex
+++ b/buch/papers/fm/01_AM.tex
@@ -6,11 +6,19 @@
\section{Amplitudenmodulation\label{fm:section:teil0}}
\rhead{AM}
-Das Ziel ist FM zu verstehen doch dazu wird zuerst AM erklärt welches einwenig einfacher zu verstehen ist und erst dann übertragen wir die Ideen in FM.
+Das Ziel ist FM zu verstehen doch dazu wird zuerst AM erklärt, welches einwenig einfacher zu verstehen ist und erst dann übertragen wir die Ideen in FM.
Nun zur Amplitudenmodulation verwenden wir das bevorzugte Trägersignal
\[
x_c(t) = A_c \cdot \cos(\omega_ct).
\]
+Dabei entseht wine Umhüllende kurve die unserem ursprünglichen signal \(m(t)\) entspricht.
+\[
+ x_c(t) = m(t) \cdot \cos(\omega_ct).
+\]
+
+TODO: Bild Umhüllende
+
+
Dies bringt den grossen Vorteil das, dass modulierend Signal sämtliche Anteile im Frequenzspektrum in Anspruch nimmt
und das Trägersignal nur zwei komplexe Schwingungen besitzt.
Dies sieht man besonders in der Eulerischen Formel
@@ -21,10 +29,20 @@ Dies sieht man besonders in der Eulerischen Formel
Dabei ist die negative Frequenz der zweiten komplexen Schwingung zwingend erforderlich, damit in der Summe immer ein reellwertiges Trägersignal ergibt.
Nun wird der Parameter \(A_c\) durch das Modulierende Signal \(m(t)\) ersetzt, wobei so \(m(t) \leqslant |1|\) normiert wurde.
-Dabei entseht wine Umhüllende kurve die unserem ursprünglichen signal \(m(t)\) entspricht.
-\[
- x_c(t) = m(t) \cdot \cos(\omega_ct).
-\]
+\subsection{Frequenzspektrum}
+Das Frequenzspektrum ist eine Darstellung von einem Signal im Frequenzbereich, das heisst man erkennt welche Frequenzen in einem Signal vorhanden sind.
+
+Das Frequenzspektrum zeigt uns wo welche Frequenzen sich befinden, dies ist gerade wichtig fürs Frequenzmultiplexen.
+Frequenzmultiplexen braucht man um mehrere Nachrichten verteilt zu übertragen.
+Dafür müsse wir \(x_c(t)\) Fourietransformieren da es nur zwei Summanden, wie \eqref{fm:eq:AM:euler} mit \(e^{+-j\omega_ct}\)gezeigt, verschiebt sich das Signal \(m(t)\) um die träger Frequenz \(\omega_ct\).
+Ist zudem \(m(t) 0 \sin(\omega_m t)\) so vereinfacht sich die Darstellung auf Dirac Impulse die jeweils rechts und links vom Träger signal sind.
+TODO Bild
+Fürs Frequenzmultiplexen wird dann das Signal \(m(t)\) in die verschiedenen Frequenzen unterteilt um mehr Nachrichten zu übertragen.
+Doch aufs Frequenzmultiplexen und weitere formen wie SSB und DSB möchte ich nicht weiter eingehen.
+Diese können gerne im Nat Skript nachgelesen werden.
+
+Das sich unser Signal \(m(t)\) so mit dem Träger Signal verhält findet es man wieder gut beim empfangen, mit Hilfe der bandbreite weiss man was alles dazugehört.
+Bei der Frequenzmodulation ist dies einwenig anders, dies sieht man auch (ref modulationsarten)
\begin{figure}
\centering
@@ -35,13 +53,10 @@ Dabei entseht wine Umhüllende kurve die unserem ursprünglichen signal \(m(t)\)
%
TODO:
Bilder
-Hier beschrieib ich was AmplitudenModulation ist und mache dan den link zu Frequenzmodulation inkl Formel \[\cos( \cos x)\]
-so wird beschrieben das daraus eigentlich \(x_c(t) = A_c \cdot \cos(\omega_i)\) wird und somit \(x_c(t) = A_c \cdot \cos(\omega_c + \frac{d \varphi(t)}{dt})\).
-Da \(\sin \) abgeleitet \(\cos \) ergibt, so wird aus dem \(m(t)\) ein \( \frac{d \varphi(t)}{dt}\) in der momentan frequenz. \[ \Rightarrow \cos( \cos x) \]
-\subsection{Frequenzspektrum}
-Das Frequenzspektrum ist eine Darstellung von einem Signal im Frequenzbereich, das heisst man erkennt welche Frequenzen in einem Signal vorhanden sind.
-Dafür muss man eine Fouriertransformation vornehmen.
-Wird aus dieser Gleichung \eqref{fm:eq:AM:euler}die Fouriertransformation vorggenommen, so erhält man
+%Hier beschrieib ich was AmplitudenModulation ist und mache dan den link zu Frequenzmodulation inkl Formel \[\cos( \cos x)\]
+%so wird beschrieben das daraus eigentlich \(x_c(t) = A_c \cdot \cos(\omega_i)\) wird und somit \(x_c(t) = A_c \cdot \cos(\omega_c + \frac{d \varphi(t)}{dt})\).
+%Da \(\sin \) abgeleitet \(\cos \) ergibt, so wird aus dem \(m(t)\) ein \( \frac{d \varphi(t)}{dt}\) in der momentan frequenz. \[ \Rightarrow \cos( \cos x) \]
+
%
%Ein Ziel der Modulation besteht darin, mehrere Nachrichtensignale von verschiedenen Sendern gleichzeitig
diff --git a/buch/papers/fm/02_FM.tex b/buch/papers/fm/02_FM.tex
index a01fb69..0413643 100644
--- a/buch/papers/fm/02_FM.tex
+++ b/buch/papers/fm/02_FM.tex
@@ -3,65 +3,84 @@
%
% (c) 2020 Prof Dr Andreas Müller, Hochschule Rapperswil
%
-\section{FM
+\section{FM- Frequenzmodulation
\label{fm:section:teil1}}
\rhead{FM}
-\subsection{Frequenzmodulation}
(skript Nat ab Seite 60)
Als weiterer Parameter, um ein sinusförmiges Trägersignal \(x_c = A_c \cdot \cos(\omega_c t + \varphi)\) zu modulieren,
bietet sich neben der Amplitude \(A_c\) auch der Phasenwinkel \(\varphi\) oder die momentane Frequenzabweichung \(\frac{d\varphi}{dt}\) an.
-Bei der Phasenmodulation (Englisch: phase modulation, PM) erzeugt das Nachrichtensignal \(m(t)\) eine Phasenabweichung \(\varphi(t)\) des modulierten Trägersignals im Vergleich zum nicht-modulierten Träger. Sie ist pro-
-%portional zum Nachrichtensignal \(m(t)\) durch eine Skalierung mit der Phasenhubkonstanten (Englisch: phase deviation constant)
-%k p [rad],
-%welche die Amplitude des Nachrichtensignals auf die Phasenabweichung des
-%modulierten Trägersignals abbildet: φ(t) = k p · m(t). Damit ergibt sich für das phasenmodulierte Trägersi-
-%gnal:
-%x PM (t) = A c · cos (ω c t + k p · m(t))
-%(5.16)
-%Die modulierte Phase φ(t) verändert dabei auch die Momentanfrequenz (Englisch: instantaneous frequency)
-%ω i
-%, welche wie folgt berechnet wird:
-%f i = 2π
-%ω i (t) = ω c +
-%d φ(t)
-%dt
-%(5.17)
-%Bei der Frequenzmodulation (Englisch: frequency modulation, FM) ist die Abweichung der momentanen
-%Kreisfrequenz ω i von der Trägerkreisfrequenz ω c proportional zum Nachrichtensignal m(t). Sie ergibt sich,
-%indem m(t) mit der (Kreis-)Frequenzhubkonstanten (Englisch: frequency deviation constant) k f [rad/s] ska-
-%liert wird: ω i (t) = ω c + k f · m(t). Diese sich zeitlich verändernde Abweichung von der Kreisfrequenz ω c
-%verursacht gleichzeitig auch Schwankungen der Phase φ(t), welche wie folgt berechnet wird:
-%φ(t) =
-%Z t
-%−∞
-%ω i (τ ) − ω c dτ =
-%Somit ergibt sich für das frequenzmodulierte Trägersignal:
-%
-%Z t
-%−∞
-%x FM (t) = A c · cos  ω c t + k f
-%k f · m(t) dτ
-%Z t
-%−∞
-%
-%m(τ ) dτ 
-%(5.18)
-%(5.19)
-%Die Phase φ(t) hat dabei einen kontinuierlichen Verlauf, d.h. das FM-modulierte Signal x FM (t) weist keine
-%Stellen auf, wo sich die Phase sprunghaft ändert. Aus diesem Grund spricht man bei frequenzmodulierten
-%Signalen – speziell auch bei digitalen FM-Signalen – von einer Modulation mit kontinuierlicher Phase (Eng-
-%lisch: continuous phase modulation).
-%Wie aus diesen Ausführungen hervorgeht, sind Phasenmodulation und Frequenzmodulation äquivalente Mo-
-%dulationsverfahren. Beide variieren sowohl die Phase φ wie auch die Momentanfrequenz ω i . Dadurch kann
-%man leider nicht – wie vielleicht erhofft – je mit einem eigenen Nachrichtensignal ein gemeinsames Trägersi-
-%gnal unabhängig PM- und FM-modulieren, ohne dass sich diese Modulationen für den Empfänger untrennbar
-%vermischen würden.
-%
-%Um die mathematische Behandlung der nicht-linearen Winkelmodulation etwas zu verkürzen, ist es aufgrund
-%dieser Äquivalenzen gerechtfertigt, dass PM und FM gemeinsam behandelt werden. Jeweils vor der Modu-
-%lation bzw. nach der Demodulation kann dann noch eine Differentiation oder Integration durchgeführt wird,
-%um von der einen Modulationsart zur anderen zu gelangen.
-%\subsection{Frequenzbereich}
+Bei der Phasenmodulation (Englisch: phase modulation, PM) erzeugt das Nachrichtensignal \(m(t)\) eine Phasenabweichung \(\varphi(t)\)
+des modulierten Trägersignals im Vergleich zum nicht-modulierten Träger.
+Sie ist proportional zum Nachrichtensignal \(m(t)\) durch eine Skalierung mit der Phasenhubkonstanten (Englisch: phase deviation constant)
+\[
+ k_p [rad],
+\]
+welche die Amplitude des Nachrichtensignals auf die Phasenabweichung des
+modulierten Trägersignals abbildet: \(\varphi(t) = k_p \cdot m(t)\).
+Damit ergibt sich für das phasenmodulierte Trägersignal:
+\[
+ x_{PM} (t) = A_c \cdot \cos (\omega_c t + k_p \cdot m(t))
+\]
+Die modulierte Phase \(\varphi(t)\) verändert dabei auch die Momentanfrequenz (Englisch: instantaneous frequency) \(\omega_i\)
+, welche wie folgt berechnet wird:
+\[
+ f_i = 2\pi \omega_i (t) = \omega_c + \frac{d\varphi(t)}{dt}
+\]
+Bei der Frequenzmodulation (Englisch: frequency modulation, FM) ist die Abweichung der momentanen
+Kreisfrequenz \(\omega_i\) von der Trägerkreisfrequenz \(\omega_c\) proportional zum Nachrichtensignal \(m(t)\).
+Sie ergibt sich, indem \(m(t)\) mit der (Kreis-)Frequenzhubkonstanten (Englisch: frequency deviation constant) \(k_f [rad/s] \)skaliert wird:
+\[
+ \omega_i (t) = \omega_c + k_f \cdot m(t).
+\]
+Diese sich zeitlich verändernde Abweichung von der Kreisfrequenz \(\omega_c\)
+verursacht gleichzeitig auch Schwankungen der Phase \(\varphi(t)\),
+welche wie folgt berechnet wird:
+\[
+ \varphi (t) =
+ \int_{-\infty}^t \omega_i (\tau ) - \omega_c\, d\tau =
+ \int_{-\infty}^t k_f \cdot m(t)\,d\tau
+\]
+%\intertext{Somit ergibt sich für das frequenzmodulierte Trägersignal: }
+\[
+ x_{FM} (t) = A_c \cdot \cos \left( \omega_c t + \int_{-\infty}^t k_f \cdot m ( \tau) \,d\tau \right)
+\]
+Die Phase \(\varphi(t)\) hat dabei einen kontinuierlichen Verlauf, d.h. das FM-modulierte Signal \(x_{FM}(t)\) weist keine Stellen auf,
+ wo sich die Phase sprunghaft ändert. Aus diesem Grund spricht man bei frequenzmodulierten
+ Signalen - speziell auch bei digitalen FM-Signalen - von einer Modulation mit kontinuierlicher Phase (Englisch: continuous phase modulation).
+Wie aus diesen Ausführungen hervorgeht, sind Phasenmodulation und Frequenzmodulation äquivalente Modulationsverfahren.
+Beide variieren sowohl die Phase \(\varphi\) wie auch die Momentanfrequenz \(\omega_i.\)
+Dadurch kannman leider nicht - wie vielleicht erhofft - je mit einem eigenen Nachrichtensignal ein gemeinsames Trägersignal unabhängig PM- und FM-modulieren,
+ ohne dass sich diese Modulationen für den Empfänger untrennbar vermischen würden.
+Um die mathematische Behandlung der nicht-linearen Winkelmodulation etwas zu verkürzen, ist es aufgrund dieser Äquivalenzen gerechtfertigt,
+dass PM und FM gemeinsam behandelt werden.
+Da beide nur durch die Operation differenzieren getrennt wird, sind diese zwei Modulationen so miteinenader Verwandt das ich nur auf die Frequenzmodulation eingehe.
+Jeweils vor der Modulation bzw. nach der Demodulation kann dann noch eine Differentiation oder
+Integration durchgeführt wird, um von der einen Modulationsart zur anderen zu gelangen.
+\citeauthor{fm:NAT}
+
+\subsection{Frequenzspektrum}
+
+Im die Foriertransformation zu berechnen muss man dieses Integral lösen,
+\[
+ \int
+\]
+(sollte ich wirklich diese Fouriertransformation zeigen?)
+jedoch einfacher ist es wenn man mit Hilfe der Besselfunktion den Term \( \cos \cos()\) wandelt, erhält man
+\[
+ \sum
+\]
+Dieses zu transformien ist einfacher da es wieder Summen sind.
+Damit ist die Fouriertransformation
+\[
+ Fourier
+ \label{fm:FM:fourie}
+\]
+
+Nun sieht ein einfaches Frequenzmodulirtes Sigbnal mit \(m(t) = \sin(t)\) im Frequenzspektrum so aus.
+TODO Bild.
+Wie man auf diese Umformt von \(cos (cos())\) in die Summe zeige ich im nächsten Kapittel, auch was die eigentliche Bessselfunktion aussieht.
+
+\
%Nun
%TODO
%Hier Beschreiben ich FM und FM im Frequenzspektrum.
diff --git a/buch/papers/fm/03_bessel.tex b/buch/papers/fm/03_bessel.tex
index 3c2cb71..a49b21d 100644
--- a/buch/papers/fm/03_bessel.tex
+++ b/buch/papers/fm/03_bessel.tex
@@ -196,16 +196,56 @@ Somit ist \eqref{fm:eq:proof} bewiesen.
\newpage
%-----------------------------------------------------------------------------------------
\subsection{Bessel und Frequenzspektrum}
-Um sich das ganze noch einwenig Bildlicher vorzustellenhier einmal die Bessel-Funktion \(J_{k}(\beta)\) in geplottet.
+Unser FM-signal Fourientransformiert \eqref{fm:FM:fourie} wird zusammengestzt aus den einzelen Reihenteilen mit der gewichtung der Besselfunktion.
+
+
+Nochmals zur erinnerung sah unser Träger Signal anfangs so aus:
+\(x_c(t) = A_c \cdot \cos(\omega_c(t)+\varphi)\), dabei modulierten wir den parameter \( \varphi = \beta\sin(\omega_mt) \).
+Davon sahen wir das sich ursprünglich unser Signal\(m_{FM}(t) = \cos(\omega_m t)\) war.
+Wie das Beat zusammenhängt sieht man im Abschnitt ( ref).
+Wird es weiter transformiert zur Summe, so erhält man ein
+\[
+ x_{FM} =
+ \sum_{k= -\infty}^\infty J_{n}(\beta) \cos((\omega_c+ n\omega_m)t).
+\]
+Diese Summe nun Fourier Transformiert ergibt
+\[
+ x_{FM} =
+ \sum_{k= -\infty}^\infty J_{n}(\beta) \cdot \frac{1}{2} \biggl( e^{j(\omega_c+ n\omega_m)t}\;+\; e^{-j(\omega_c+ n\omega_m)t}\biggr).
+\]
+Dies ergibt wiederum zwei dirac impulse im Frequenzbereich, aber pro Summand mit der Gewichtung der Besselfunktion indices und deren \(\beta\).
+Gegeneüber \textit{AM} hat sich \textit{FM} zu einer Summe mit gewichtungen der Besselfunktion verändert.
+Überall wo die Besselfunktion gegn 0 tendiert können wir diese Summand vernachlässigen.
+Um dies zu sehn plotten wir einmal \(J_{n}(\beta)\):
\begin{figure}
\centering
\input{papers/fm/Python animation/bessel.pgf}
- \caption{Bessle Funktion \(J_{k}(\beta)\)}
+ \caption{Bessle Funktion \(J_{n}(\beta)\)}
+ \label{fig:bessel}
+\end{figure}
+Hier sieht man gut das für kleine \( \beta \lessgtr \) nur die ersten Summanden \( n\) zuständig sind.
+So kann man mit dem \(\beta\) gut bestimmen bis wo die Summe berchnet werden soll.
+
+Für ein Beispiel nehmen wir \(\beta = ... \omega_m = ... \)
+Dann sieht unser \(x_{FM}\) so aus:
+\begin{figure}
+ \centering
+
+ \caption{Beispiel eines FM Übertragenen Signal}
\label{fig:bessel}
\end{figure}
-TODO Grafik einfügen,
-\newline
-Nun einmal das Modulierte FM signal im Frequenzspektrum mit den einzelen Summen dargestellt
+Nun verändern wir die drei Parameter \(\beta \omega_c \omega_m \) und sehen was sich verändern wird
+\subsubsection{Beta}
+Da \(\beta\) in keiner abhängigkeit zo den anderen parameter steht, und jegliglich die anzahl der nötigen Summanden bestimmt.
+So wird es auch diese Anzahl bestimmen was man hier sehen kann.
+\subsubsection{omega c}
+Dieser ist unser Trägerfrequenz auf die unser Signal aufmoduliert wurde, diese bestimmt die Frequenz in welchem sich das signal befindet
+\subsubsection{omega m}
+Dieser parametr hat unsere bandbreite auf welchem unser Moduliertes Signal \(x_{AM}\) befindet bestimmt, auch im FM wird es wieder die Bandbreite bestimmen, was wir hier sehen.
+
+Nun einmal das Modulierte FM signal mit dem \(\beta = \omega_m = \) berechnet:
+
+
TODO
Hier wird beschrieben wie die Bessel Funktion der FM im Frequenzspektrum hilft, wieso diese gebrauch wird und ihre Vorteile.
@@ -214,6 +254,7 @@ Hier wird beschrieben wie die Bessel Funktion der FM im Frequenzspektrum hilft,
\item Im Frequenzspektrum darstellen mit Farben, ersichtlich machen.
\item Parameter tuing der Trägerfrequenz, Modulierende frequenz und Beta.
\end{itemize}
+\newpage
%\subsection{De finibus bonorum et malorum
diff --git a/buch/papers/fm/04_fazit.tex b/buch/papers/fm/04_fazit.tex
index 8d5eca4..26f541d 100644
--- a/buch/papers/fm/04_fazit.tex
+++ b/buch/papers/fm/04_fazit.tex
@@ -6,7 +6,7 @@
\section{Fazit
\label{fm:section:fazit}}
\rhead{Zusamenfassend}
+Ohne die Besselfunktion könnte man die Einzelen Peaks der Fm nichicht sounabängig von einander berchenen und herausfinden.
+Da die Besselfunktion schnell abklingt, brauchte es auch wenige Besselkoeffizente um das Nachrichten Signal wieder zurückzugewinnen.
-TODO Anwendungen erklären und Sinn des Ganzen.
-
-
+TODO Anwendungen erklären und Sinn des Ganzen. \ No newline at end of file
diff --git a/buch/papers/fm/Python animation/Bessel-FM.ipynb b/buch/papers/fm/Python animation/Bessel-FM.ipynb
index 4074765..25aac2b 100644
--- a/buch/papers/fm/Python animation/Bessel-FM.ipynb
+++ b/buch/papers/fm/Python animation/Bessel-FM.ipynb
@@ -2,10 +2,23 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 23,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "ename": "ModuleNotFoundError",
+ "evalue": "No module named 'sympy'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
+ "\u001b[1;32m/home/joshua/Documents/SeminarSpezielleFunktionen/buch/papers/fm/Python animation/Bessel-FM.ipynb Cell 1\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/joshua/Documents/SeminarSpezielleFunktionen/buch/papers/fm/Python%20animation/Bessel-FM.ipynb#W0sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39msympy\u001b[39;00m \u001b[39mimport\u001b[39;00m \u001b[39m*\u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/home/joshua/Documents/SeminarSpezielleFunktionen/buch/papers/fm/Python%20animation/Bessel-FM.ipynb#W0sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mnumpy\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mnp\u001b[39;00m\n\u001b[1;32m <a href='vscode-notebook-cell:/home/joshua/Documents/SeminarSpezielleFunktionen/buch/papers/fm/Python%20animation/Bessel-FM.ipynb#W0sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mscipy\u001b[39;00m \u001b[39mimport\u001b[39;00m signal\n",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sympy'"
+ ]
+ }
+ ],
"source": [
+ "from sympy import *\n",
"import numpy as np\n",
"from scipy import signal\n",
"from scipy.fft import fft, ifft, fftfreq\n",
@@ -15,7 +28,15 @@
"import matplotlib as mpl\n",
"# Use the pgf backend (must be set before pyplot imported)\n",
"# mpl.use('pgf')\n",
- "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
"\n",
"def fm(beta):\n",
" # Number of samplepoints\n",
@@ -43,7 +64,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -90,19 +111,19 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "0.7651976865579666\n"
+ "0.44605905843961724\n"
]
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
@@ -115,12 +136,12 @@
],
"source": [
"\n",
- "for n in range (-2,4):\n",
- " x = np.linspace(-11,11,1000)\n",
+ "for n in range (-1,7):\n",
+ " x = np.linspace(-11,16,1000)\n",
" y = sc.jv(n,x)\n",
" plt.plot(x, y, '-',label='n='+str(n))\n",
"#plt.plot([1,1],[sc.jv(0,1),sc.jv(-1,1)],)\n",
- "plt.xlim(-10,10)\n",
+ "plt.xlim(-5,15)\n",
"plt.grid(True)\n",
"plt.ylabel('Bessel $J_n(\\\\beta)$')\n",
"plt.xlabel(' $ \\\\beta $ ')\n",
@@ -128,17 +149,17 @@
"plt.legend()\n",
"#plt.show()\n",
"plt.savefig('bessel.pgf', format='pgf')\n",
- "print(sc.jv(0,1))"
+ "print(sc.jv(2,2.5))"
]
},
{
"cell_type": "code",
- "execution_count": 131,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
@@ -150,21 +171,35 @@
}
],
"source": [
- "\n",
"x = np.linspace(0,0.1,2000)\n",
- "y = np.sin(100 * 2.0*np.pi*x+1.5*np.sin(30 * 2.0*np.pi*x))\n",
- "plt.plot(x, y, '-')\n",
- "plt.show()"
+ "ratio = 2\n",
+ "first = 1\n",
+ "(length,) = x.shape\n",
+ "slop = int(length/6)\n",
+ "second = ratio-first\n",
+ "odd = ratio % 2\n",
+ "\n",
+ "first = int(first * length/ratio) \n",
+ "second = int( second * length/ratio) + odd\n",
+ "slop = np.array(np.append(np.zeros(first-slop) , (np.arange(slop))/slop))\n",
+ "#steep = np.ones(int(first * length/ratio)+ odd) - np.exp(-np.arange(int(first * length/ratio) + odd)/200)\n",
+ "steep = (np.ones(first) + slop)*0.5\n",
+ "\n",
+ "step = np.append(steep, np.ones(second))\n",
+ "m = np.sin(5 * 2.0 * np.pi * x) * step \n",
+ "plt.plot(x, step, '-')\n",
+ "plt.plot(x, m, '-')\n",
+ "plt.savefig('m_t.pgf', format='pgf')"
]
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
@@ -176,24 +211,71 @@
}
],
"source": [
- "ratio = 2\n",
- "first = 1\n",
- "(length,) = x.shape\n",
- "slop = int(length/6)\n",
- "second = ratio-first\n",
- "odd = ratio % 2\n",
"\n",
- "first = int(first * length/ratio) \n",
- "second = int( second * length/ratio) + odd\n",
- "slop = np.array(np.append(np.zeros(first-slop) , (np.arange(slop))/slop))\n",
- "#steep = np.ones(int(first * length/ratio)+ odd) - np.exp(-np.arange(int(first * length/ratio) + odd)/200)\n",
- "steep = (np.ones(first) + slop)*0.5\n",
+ "y = (np.sin(20 * 2.0*np.pi*x)+np.sin(5* 2.0*np.pi*x)+np.sin(2* 2.0*np.pi*x))/3\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Nat Modulationsarten"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 41,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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77uxuOocGXd+7bbKVBgK6zi7dfimAjnnDIYK1hW4uv+ua4vNGIxBpMMNmiNlytv2mTRhPzkDgLkauEaQXMQ2K0CM9BrZfaJ9cO+Ezy1Qg81DbJIHAbVfLApjZASye1woEJ0YnsKO/A3vn9mYDwfHhcTSmwUWLlhLIOWFa33nqYWg+YZx6BE2Gm+f7DsSTQBQI2I1s2ETAs8c2InCfk9z4hCL4RNGgmxo6snYEewbbwxPjZeydtTcbOVSi4RFB2Ge+b2nAAgAz087mczctPz5jNXZ0AoC53Vjrz2W3O91BScRYjYNYv3AORnM7191XjwgcAtBOcKXAQAFBF31g4ezovV1GCMAF70TUT8VxOq8ROubndp1EprXNtIiArtFt5+Oom7gpEGSvEz7IUbj7Cvc41iVIl7tk0SZjWUrZBY96brd9nLkEupKxKFGBaCOCJzI19FU3XBQnp0QhiqxwCYQTNtSNnbwBYHjCX+QpL+ozrI4bclwOACmzgeDk6CQW+4s4e/ZsHFo91JpEyJJ68eLFAAJ33Pkz1dgiggWeORrUSZbjX2Hfx2/qaEJgGZBmNynP6lPKxbjjrNJA4N7Dg3At0JkpHl47jN0Vy7bHq95B8djKhEDAztF6gUAlk2H6Hv9eFvhGagSQXjK7E8NyEHYhSRROZ3jDghpZIbQ3DwwWoXJBK6Fz6L2eCnKvE1VEAUH17WfS0EZPDASNbqJslX8XDX/v8CRrvAw41NmF/KIxXgFm3YTaQd+2xugUUM0BMztw1PH4u2Z2YedgJ06OTnZOwgBCcNtxsf03CT5knyVEkNUJHAIdu4TAoH0caR9EYizg568pey1XVioub9Z4cgaC0RIw2G6FSQDb+tvaar0blI01ugGIk107ETJ/tX5k59uNK2vvw+I5Fuqym2G1WcVsOYuzZs9CreuWk4kCwdlzZ2NQDNZFBLWugVOPwCzEFEKzmncbaehAGXBEwC9kjhpYUPAUBETMm7IMUCfBllATF6MbIYBMUF6pV7DWrGFPtcA+YNUjAnJy+KEay0MDGDfTBwKTCQQ5RMDP+1iPQyY5sxNrRVj4b21ad8yEEQWCU4/6zF0Ptvlt6Hyl16OfcNx5TakiChCqNwv0w7FVRvmkJrtPpmlx/E0irHpdjJ/P0RJA1+NU1NCypVGBDSCCJftbBttw1Jk8dg12YcfABs4uhyCAENApECTBh6igs+fsOchai0dLQDWH2llDldEtLaFr3uDP14PFCBFooz11u9njSRoIloGZHRg5YXR7f3snIvCBAAaY3QmUg8g+miICGi0RiDSC0vmG51xRnIOexhgP/fbM2tdSGEtFQLsHuzFXzWURAc/ixvUqsHQQOuEqG/edqdCtjQ5cMvsczfzbfGow7EbmdtpoAmHbNMmxopsj0hcgWoV2QAiCewoGjcfL2Na3k+HxUVJ7QEFSVqg1CwSqKxDYG35aRMCfG6txjAhYIOiiHDcyYkRwwE+kigUCOl/+N5l4P+lcp49pqGoO6G8QEdRr0fXQJNcjHeuWRkDX4zSBYLwUtLlpxGWABYLtONXY71jsL/pAMNFksZoEgiT4UPK1Z8beo9yFFr7/FDBYxJgd4xQZdlJDHBFUs9FvVkZ12tUf73hyBoLxMtCfx7DsoYDAfG++ExHQjdUIAfQWAHdy6Cbpulm63ABjKiAhuOuy87EeQxuN2coiAiBM/DRoMtw9uxvzvfksIohsn8uHAJhWIKjdpJXa2qLJH11/s+0ZNcQzzeiYsACr00CQWBgBRw1lgjJxs7t4IGgsVJ6v5tuuL5pk5nZj3CEQ82Nl3A1vMgJfDhHw55RWESJoWCDoyvw2MmhyGDUuELgM2ZR9v40PBB3UEAX4lCryGkFvJkYEWq0fCMYr4N/WJNoOHeu1Zs0iFmPsxO4RwRTU0GgZmNluCzk3Ggj6C1hyCdhCbwE7+1ZTOZFQWtEgY8HCuYCQLUSwUq+glCUWe4v+t3V9f800yHTi7zRsMHRc9+aAcfjNWuvYiruJ40kaCFaA3gJGZYUeBGaKmXXFYhsI5iw/O171k1iXxa4TEbiKZMzusv+u2AmOKISZciYEgtV2IJiv5jFTzmC2nM3C0sjtQ43GZmJRUXVU7naJxZFewLbniMBPMJCxtsGye9XkEUEUCKo5S+kk+ghB8m3EkfYWfMDY1t/W5mpp32Z3Y8x42CgQsHOnR6cAiIh3p9+RpYZSe+3aMYsWe7PQReBxN1MjaEyDZumgp4b4eaHf0tIEOnj71EaqqlmYXqh/UEat7xqq1+x9Qe9JaLDWMapXLbU4b6/v6RDBsr3nqtnpi9AoEFQzWHb040K1EBDBaAIiGC/b7ypK+xkZRDBXzWHWOfGy1NDwlA0E7NhEtTgIx6ZV98E+rykHUbBsTLNFDW3qqNeAaoBRUWEAiUE5mIIaggsEs0C94umSru6XbY3AIQKK6HMuEDiahiDmbDnrYWdKDR1ZO4LdMxZJDMpBNnjxC065i1jPbPfPmaIP47IenYhY2gSNoNNBxLQtXrFMk1Ihi/hzI0SQcMhu8uLf1fSdPS7ZltppzMMdv/6C3yYbCGjSmN0RBYIu+6gerwC9OWii7thvWjcQkIPGBVwlAyJIJ4DTGbE1twbm7ETKj1tKsxEC8DSd+4feQ7/Ni8XVDBRzO2mjYySYoAMfCPhzCU0SVafrOiQFlARNFQhWgP48UA02Hgh6s1gSAv2ij6qofCCgWoDO7+u54zDY1ipiW61XMVfOeffORETAaJyWduMet55nqKquBhEK2tIINns0I6AcYCRL9GAn1S5qyEduIdwFOQuMV/xNwrMyPmGmSIGcK2NXdp5SQ/T9M+UMekUP2/vbW4jg8OphHwj6Rb9VwMP3FwCUg8CGc8lze0IgMO1AkPub/0bFqmMijUDnj0OECDo0gigQUM1DEpgJEcwLFgjcZ2/vb28LgDQBD7bHiEAlkxN9b7MGlANro6SPmID6Wshi9bjVkBAHgokOlSlHrKHAT6TReUmCVkpdUkBIn/eBv5oJx959Xtc1AASxmCOCJkUE6bGmc0rXY4e+5ocxdiKsZoFq5jQQwRyWpMR8ZSd2ryetFwjoOPS3Zamh2Wp2ikCwiDFTULo0ghaVxxFANYiC5ZZGsNlDjYCyj5EsMDDAoMhn10BSCNabt9nCeLWVWQETvPQIiMDDxf6C5T2d/5wHAgA4a/aslhPm6PCoRwuDYpAVqqNAMGojAj2zPeL2+egKBHxi52SBzojFACYggviY0HuiY0iVk0mQo+K5BbDjR4igt60dCOj9g20RRO/SCHS9BlQzUBwRZMTs3HuVVnbCcGKrmkAJnM6Ijo8QPuDkJmrfUsKdM/rXB4TksSTtoJqB6gVEoHRMDaXIV2kF1GtQDCGm9SmtflU+EGx3b1hHSKdzWA68NjfVqFd88FiWAguuCKuSFRZ7i5PF4nrV3ueAtdMm1NBqs4rZahalLNGTvQ6x2AaCms0HXdSQThxFNbun6iQQaKO3AsGmjmYIFH2MpEAftgNg1w3rIzecRlBZaihXFcszoPTGGVMdAd1cQgBzuwM15C5y4h73zO7BobU4EBxZO4JdMzYb7Jf9bPCK9mF0CpBVVFmsZ7bDjPM3VBc11KkRsBuZO4VSRCDcQ5VkRWn2CriLH8gign7RR48cTP15P1Es9hd9q+iw0yEQdGoEfDJvhkDZh8khgmk0gtEpu09IronNRgQCnoLKUUO+yVwixKeIwFNDRBmVfTRl/NsnIYJa1xYRsAKnpunWCCJqqDdnhdh6vUDgXi8HG0ME9dBu37OIYIHt4/b+9va1wsd4OVBD7l7ng6ghAJipZvL24JHVCPicMsk1FP3Nvq8u+z4QGGMsNbQlFm/iaBwiEAJ9Y1DJaoKKz6ihdRBBlLl1NP/iGRRmdwWxOEUEM2dF1NBqvYqVeiWihnK6RsR7j5aAud3QbJLW/UXojvoDDe37onRN7JpNqlEg6KpEbob+IlMdPnOOILoQwVK9hIVeQAGcGpqtZtsOqiZQQ3wKmxwIZqCY0JtOrnxENlTTWHeLyyQ7+y6d5mjZa3OIwCUSLQoICRIgStP9NjqbqujZAiY3tNHRNZBezwaWtvGBG20zQKTHcERQzdjJfWpE0LeT8nrb+/cNPYpYlhLzLLgv9BY628kAcBqBS5x6bYGaxGLA3qstRKC1q1Na7O7gi+7rsOGBoAhOKTqfWxrBZo4kEPSKXqfNz7eGELAXY89C1Fy2GHHdyY3jb0D+5MwOL0blqKGjw6P+c8g+6cXiDmooCkbjJWB2d0z5DBYjbj/aR52nhroQgWY3Pk0axpi4jqAZ+clGJ5Oiz1rZ9zZUlZsGgvES5qt5Fgi2+ax/rpxDrev4HHqNYJvNot3oqiPwiKCcjAhafn24SXW87O2Xyij0yce/CfbRaEIRsNcNknPkCo/SBCUNAPTYIwJ6f1FCy1gon4QIiBpaDxHQ+ggRIij7LhCsoxFwRFDGwmnnULVdsKeyDq4lKbEgNxIIGDVUxfZNwK7xQah9tpxtawT1CgAD9ObjQsmOAlMgRQTcNdS3v1mrYMbYCgSbOFwgGAPoaz0ZEXBqqBq4i2MliwiiQJCIQIq255MkcyVw1xBgA4E22geAI0NXQ0CIoMwjgmh/xsvA3K4kEGyD7rihulwi0YTAhFDDbmROQcTUUNhH1aERxIjA3bQZjWCxtxieJ0RgTLDy8ezMB4LFSODuQm26GVmNgCMC00YEOV3DUkNxIBg4LndT7KO8yEgUnmOP9oGtSQx0awMpYvBBuqigme89rSNIqU5ttE2IqjDJpgWDta799RyJxTSxdxg0wgdyRDAlNUTblDNARYEgnNP1AwGnhmZa1NC6iIC+vzeLWtcYEC2ao9Zyf7PfWNO1yBLPLY1gs4YxNpMs+hjC2EBQVFBGtS524uUAx806nzjGK2FC6OjDHxUrmZAj15w2GWzvRAQkClNRmS8mWwcRRNn1aBmY3R1l6Lq/CNPh1jDG5FtM8KDAVlTin8MRQUwNjfxFpk0NvspUOlkB8GX5LY2gXrI3IH1nfx6AAXTjb8yIHvJ89HxEx3Wdo6ARhEnDB3t+jjNOJ6VqO2H0gkYwQLuL6+kOpVVoETFYtL2qkn1o1uJA0NIIkmMdVixz3yHL+Doxupvugwve9VqkKzRNJhBUPBBwRNBfHxHQud6IWOzpJ6KGBOZFSF4We4uTAwG5lAB3r4fvNMZgrV7z11u/6Le1RdrHygaCmXXqOYDkPLLg6O+1em2LGtr0oRtb1FIOMBYGfa3Qc5A4vWnjildhl9er5gBdQydLAKbbR5NMlD3yQBAQAU3qtHTdWc4rTrUEaSDoF30oo1r7HO1PvQrM7Y6f6y9kWmBl3tuBDrirJuod5O3qpuUa8s4UCCBzA0QN68p8IBg2QxskCVVQFWwzzBf3sIARIQL+XSzTVspaihULdDkNI1dR7ouAnFisjcaMQ06bVUcwcJRZw6zA0flyVuEu22gaGIJG4OoIZNkqIuS/O+07pLVFBE3FqaEkEKg0EKSIYCOuoZn1xWWAIYIBVDXAUErMmnD+p9MICBHMWdTikpexHqMxjUc5/aLfTsbo+6sZjNUYM4gXAvKbdWkEHH2SMNwMvzoQgRDiVUKIO4UQ9wgh3px5/a1CiJvdf3cJIU6w1xR77brN2J+Jg2UlQ2M8NQS0YXzLtkfVxYAPBNNoBJ1c62CbLblXjZ8wfCCYiauLj6wdQSEKbO9vt291E0NaSxBl780QmN0V3+CDhc5WYp0ogP8ulgEaNsl5Dhom9phyjQAALxRLJysAwcef/C6/KEczAmRpoT8ANGN/Y640HBG47+ktdCKC6De6QMDXAc61wKDgEQV3CgQOETSmwYCuqU0KBIQUG9YhNDqvLqFIJ37axheYmZQactsnhYCpRtCNCHjgnEANqTqZ2DeiEfRcIJgGEYTvGLrsmTduXugtYKiG+fPigpvXCEg0dt9LiJOCW7/otzWgFiLII0OekLTQJf1N6LQZeaR/plxD5fqbTB5CiALA2wB8E4CHAdwohLjOGPMV2sYY85Ns+/8TwHPYR6wZY579ePdj6sECwQgKfd34yTc9qa1AANgLEiEQdN0snehAJ4EAAEanMFZjSCFRukxy52AnClH4WoIja0fsc+5CIBFuqIaYR2gNEH2vExajmoD+IliC1Pq9uaZz0aTHqJNpXUOWiTZQQsDUbV0hmpxL9/nJjTNshhgUAxtIir6dHABAjfLUUBci6HJ5NSOgGkQOq1wgoBsy59jxGoFWGBDK3KRAQOe7YY3hov1PigRztBvATAv0XjpvRdU65xOpIaOB8SqamT2g8mLFfqsxxk6ELoDFiMCJxetx/hxBFL31AwcQdIdqBmvutM/o8DsWevYc0WI10fAB3QWAigWCfujtRddbr+itiwi2yQpQw7zGQrvMW53wuYI0m2bot3kiU0PPB3CPMWa/MWYM4N0AXjNh++8H8Keb8L2nN9jFODIafa1QdUTtuAmbu6pcJq4y1FDX350iMgWC4QmM1djf7ICN/LtmdvlAcHDloO9BBIRAkGY2rX0ebI9v8N5cdjlGem+2xQTP2FkGGD1P2aRBQg2Nwmci1hWyGTeJ0aodCCw1NAaKygYD9/l0Y0aebmYz5a6hrgporcaWTuDnUKvWdjlE0CSIQBuNGXed1JNoiClHYzg1lA/6mooHU9dQgv9SFxEFAl1Uschv2olNKzCoETRrsKdSSy2QiMXu3BdTagSppqBjjSk76hA8fCBg+03N4rL0ELnpiBqif93zRD1yjaAdCOj7Z2wgdMiw5bri8wN363FqiLSNesgKAJ+41NB5AB5ijx92z7WGEOIiAJcA+Bh7eiCEuEkI8RkhxGu7vkQI8Sa33U2HDx/u2mz9ocLFODLK2kfdRJVOqqHHPkK1qKNGctRQVwZFJ71nEtHIB4KT2UUnzpo5y4vFjy4/inPnz/WveRQzQSNohP2OqCZg0K0RdBaFsT+5WBwFFKYRpK4hOnQGyFpOowmnIxCsqTU7GTrHl0cEzWgyNVTNToUISCPIncOceyaiZSgA9QM11C8oEEzRT2ed0ejGoiHAdqRM9s/uQ+w3z+07EIv67lPs/8uyNfGn2kgqJkONIxcZn8QIXXeLxTNTaAQJIgCQ9qBqvydk5KsuGM2wy5EQQT4QuIp7bx91pFJCDVFBWbYQ1VNDMxbJuXu6ZSfvQtzcmMAQwf9uYvH3AXifMVF4vMgYczWAHwDw60KIy3JvNMa83RhztTHm6j179pz+HriLsSlKKBhbUOZe6kIEPYhwS3hE0GEjzPxNn9MXsq0RADYQqLGf3Gnsmd3jVyo7sHIA582H+EpBI6WzWohgZnt8cVWznRpBxFt2tKHmYmrUboLbR5M6AjIpahEjgqzwShNLYq/zkyFRQ7QfzJnSooZc5qkEUECgFGVnb6gcIsg1xcsWEtLkQ4hAa1RlH6Ux0TKZpzsa3WDGBQIuzkbHzX1Pl2sofY9/nmylqWsICQKAbk9eqoZhnLXOCPGxRsDF4tNABMD6gaAOiJ8q72dYxj0RETB+3/7rgq4L9N7izTSCSdSQMgoDovSS7brMJJwa0l4sHn1ViMWPALiAPT7fPZcb34eEFjLGPOL+3Q/g7xDrB5s/3MVFi9IMtEHVgQjo4FcQocuiq6TURBF0iD65iF9B2kyLXmOBoNa1dy/RoH5DR4dHMVIjnDN3jn9tGoFb5RBBNegWi2Hy1BDPfrlGIOL30rapRmD8NiJCBLlAoAt38bNzQfUSARH0bJ8mAFBBkIxcQ83YTh5FDwo2EBSymBC4DVDFiKBRDY4sj3BqyAqDch1TaYJjdQRF0UNlTKsj5+mMRjcYuADpC+6S/afakLTHUMvt0xLoHSoTSU+p5DwaYzLU0Dhquc0nMUpQYo3AJQVFNWUdAUcEUwaCJlAz3pLNAsFkRJAEAtIKHKpLxeLJiGAWSiuf3DWJ0K2NRumon9iezAKEYIjgiS4WA7gRwBVCiEtgA8D3wWb30RBCPBXADgCfZs/tALBqjBkJIXYD+DoAv7IJ+9Q9fCCwB7lnDCpa5q8TEQD+NCaIIBJ6OuCeRwSyAHQDpRVkIddFBGfNnoVT41O469hdAIDzF873r1XuBpykaygAGGyDXj4RnisHUSvprvd2agRFFVoaZ95rkEwgXEAEosVpstm1p4bCcaVAEDSCnu0XDwDMWhllZ2pkt5MFlJAohIAQRbdbw9WJNOz11/3eZ7B08mH0z3oAPdc5+Vc/dDt++PnzCSJwkw9rMVGUtpKgmcbyuM5oTIM++dG5a4sHLaKGMBkRpIHCawRGt85/Sg21bLSqDlkrEmuum9BmqkQsLgfWfbdhRNCLn+t8T6gjWFu21usZtl9cLJ70Xvtv7BpKNYJe0cNYj239DfGfDBE0JlB66VoNyihURYWmaZK5Ih8IzrRY/LgDgTGmEUL8OIAPASgAvNMYc5sQ4hcA3GSMIUvo9wF4t4lXu3gagN8RQmhYdPLL3G10RgYtOu8O8sAY9NwetRCBu4AqI3zGJNyNSOzWNIjABxRRAhihMQ0qVHblJcAHgqqINYLLtlmW7IP3fRAAcMX2K/xrXdRQjAicWLx0X9gXgaixWvrenGsoQgSyAvXJ6NQaIkoBsVicq0bmn083VAYRRIGAIQIpJCpZxU34CBHAWiMLuEDQZR8FsP+Ewn/6wpcBV6Lwwsu240XnPh2fPP4p3HjMPvfR2w/gups+hauuvAe0NIIPBKzpXFFYaqheL+tdZ9AEPXDgvc6sl2APw3QaAU3mKTXEX6PXUwTQutbVOAoEOpMURaYG0ncAew7Xa7+RRQTrBAJWWewRAUsqJgYCuubouxKxONUI+kUf2mh7P4tQBQwgIAL3e9MW3dpY2/oa1hKNIO8aOtMawWYgAhhjPgjgg8lzP588/k+Z930KwDM2Yx+mHoQI3IRjEYE9yF3Ca8W82aWDutyVoY1tD9tJO7iTW6VQsDdvuzAOT2KkRy1q6Gm7ngYA+Kt7/woL1YJfMBvoFovjLLdo0R1aa+iOrLJL7I6opaJkgUCsvz1A7tGpEIH/TPa71pS9iSKxmIKmu3kHxSCuqSB3EYCGAoHsRgSNEPitf3gEzd5Av73pmkvxNWdfgoOfnfOB4E/f9Hx89s4efuPGLwLOfdgQ5eEyyMY0KMo+StPmhjc6aH9nqLI4aQzn/3YTTcs1lKwy1raVhsdxu3HTOqdZsZhNTLnrnwKBNjogAmDKQMBdRoQIpqSGqrDGyCwLBINigFKWeWrIIxD3XQkiSO2jPMh5o0e9BggJLQsYGG8aUEmnYAoE9DcNYxQqY3tKcUTw1aARfHUNHwjsQ44IOqkhfvOU/eg1IH/TRZYwRw/0HO3hbxghbA/74UnUqm5RQ+fMneMLy56z9zkBfoIhggmuIUUZcXKD8sZq/OaOhNQOBxEXi1VGIwDSoBCGFvlAENNZ7h0ZasiKxbWjhkgsttv1y36GGnLnShQoYLOpSYjgBVeci3//zU8NH5GhVwaVxJuuuQw/9YqAzu4/egqGKA+3fVEMUMBE3vrTGXR+qWdNk+mOCgC6iQOB/zdpNtfSDti1HZ/ztjgcu6dshb6JXEPdgaDRTYIIqun4/qJnW2psGBEMGCII94gQAgvVgl/fIhrMUQiABYIgFley8sid7tfouqvXLBogRESFgE1by/P6QVJnRGfYFzc2o//tXEP/9MNNKhQIesagR4ggyVCIlyMNQRnV0gj4312TjHKZRD+XxfcXgNFyViMQQuB1T38dBAS+9ynfG73W6RriAchlNnGGbiJE0EUBxZNkxt4JRKtTdSILAZBryAAwTbvFRDzhaEAU0SRBN/SgJNdQZauLAZ9VthwczdhndkoWKCFagWDI9kVB4LtecDlKdp9lxWz391w/3Don14ZY0SWGdaALi7LnEMHjCwR0DfYp02dicRR83WSVZvypOJwGBrDH0e9sRq1kILpWaN0D3qjOtJ0wdJ02pskgglFETbV/fAjmPoCsiwhCZbEPBE18j8z35v3Sp/n3pt9p5wzecA7oqOVp1rw+AAB9qv9IApg22t/v8fWlvHlFMd1hCxFs9iBE4B4OjEHlJvLUgUOTas9VJiodAkEOEXSKxS776FFxCa8y7C/YymI9blFDAPDD+34Yn/6BT+Oa86+Jnp8KERR59MI1gpQOyD3P03rFCog4+5wtLoN1CvG/10UERtmJnv2uSCPQjQ0ClBlTxpw24WOIoBHSIgJGDa2OG1x/+2NhcycW5+yluUDAA+7ehRLLqsSb3vV5jBttxWJZocImBAKXLdKCPLyOI7rGmiFgTEsD6AoMuXUKUjtt+rsjZOgCcGwf1a2/uxFBjOjyP37Y3n49ROCWHIUQWGvWUBigSt4zX83nEUErELig5RD9ar0aBYJuRDDjrzNCBOkyrY1u/D2c1hFUblr2zzYj/3lbC9Ns1nAnZMhon0qvoxG4bX/nE3fjTe/+MgDgJLMUvvvG+3FsZTwBEViOsXIXTlRL0JsHxnlEQINffDQInraCF//eMsdBxoggpXRy9tEIETBqYipEwPcNMTWU9sXx3yuriD/2GkExcIGgisRiINOWOxKLJSQCNWSMwc++71YcWQnbawAoelmqLEd70TEpRIG5vsD83Bw+cddhvPkvboUydm3ZUsioidjpDAoEffc76ZzyfQFgrZuMQkj3PQ0MuX+j66RpB4IowFOLlXU0ArpObd3BKEzoicaT//GjMBn77Hw9aiigjrVmDTNCQiTv6Ww8l4rFRWmTDoYIZtj6C1lE4LqX0u8vyz4KY1oJAdcIYt1KoRDCao7QvjnfFjW02cNdFGO3Rt/AGJTuIHdV/xXKnqjf+PjdePiUfU7KMDn8vx+4DS/8pevxjhvutdunXLRzHfR4dkSjPw+MlrN1BJPGNAVl5PlPu0qaDsGxUy+IXEMsA+TfO6FTpd9G2Akm/Y50/yx/3EYEg5ICQRHZR4EuROBuNCFRmoAIfvPv7sUHbj2AZ56/EDZ33WVzLSgmob9SljCmwfzcPH7y5VfiL77wCIZNjVKWKCCzy1xuZPjM0mkmqkugFwIYLXVTQ53IIK8RaDWcKB6rDDWUO06FKFCK0h4H0neA6SqFm2EQbjdSWewsq2vNmnVbJe9Z6C1guZ6ECNh9WM7451eaKaghhwjovBfFAGUmEHCNIO1OXMAFAmIgvkoKyr66hptghu4G63UEgsdODfELf/MlAEDfnYQP/eTX4YM/+Q2ALNErww35xz/6fHzn887Hx+84CAAQiCtYlQsEni/k/Yb6Cx4RpPbRSWM9aqhnjLV6oj2pc2qoSyPgI5ogZAc11KkvAFwj0Jnuo/4iN27iS6ghutH6Rd9NJhlEUCRrOLNJRxE1JAocWl7Ff/vwnXj1s87FlXtZ3x6ghQhy1JVHMWQtlpW/YX/iGy/Hdzz3PDRK4eFjo81FBC6AdtGPCgDGS61A1VqhLEUIVAiYuoSacbuOIEUgAIzg9tE2Ii5EESg5VYcAXsTnLzuoihyYHhE0Y3/eLSIoWq0s5qv5ya4hbq8u+77wbWpqqJwJgbDs23qSCYiAzwdGWwt3IQpnTrGFd1uIYLOHX0TenqiBNiioOMxd3H9/12F88/+4ATc/dBwA0Hc307YZdxGXM9DG+Oh8xVlz+C/f8Qz81+/aBwCoG+CBoytePNSuurTKCM3oLQCjpYnUUG6sV1BWGeNpnFZ7YV4dnAjJ6ecAqWtofbE4dQ1FlcWcGkqy1Ir+TqyFUYvuVCOgIFH2Y/soUUgAlBQojAGMxM0PHcfFu+bwy9/5jJZ9FEUcwFuee7SDQyUr658vBxBC4Je+/RkQQuP6Ow5vCiKojT0OPWqN0lHAqIGJiCBXs8EftxCBzlBDmUCwHiKgjrqNaeBrQIDpWkaoJpznaSuLVaAEbSAoW8GjExEoVvlMgy2p2QoEMhcIViONoCwtIlCZhM2LxZofN40CEoUo7DFzhXdbiGCzh4PYQ3eD9Y1ByQLB7//Dffih3/8c9sz38SvfbSf2KqUIyj4UQok4Pb9nwV6AM1UfJ9aGeN3vfhZLwxrKla73yFPMNQJHDY1VXizuGrRtV1uMnjFoHI2TTtKPp45Ai/XF4nh77lgBDO+3nmSvFdxEJ8s4EDgdpJIVoFWsEXRRQ0QhwVFDMDi0NMZI1fj17302Zntl0k8JQNGLBU/V3WuI3lvK0tom3THtlxIQBloJjJs23bjR4RGBa98d0zMM6TlqKF2cPqLsMmKy5q/xc67GreshSgg8IrBTSAUJlTlOhSjspKYbm4TReZuG6mG1IFNXFqsEETCOn8Z8z7aUTltDezGbJTioQrvslWbFtzMBOmp5iBqiSuCyjxKTEUGafMgWIggtJkq5KaVfrfEkDARjAAJjusFYILj+jgP4z3/9FXzT0/biL//11+HsbfZEUx2Bz8bKAbQxPitPKY7F/gDnbR/g5odO4Ad/73NYXXPUEBUc8cmhNw+MlzDWcRvq9UYXNeS5a2O8x7vl/sisywt08/zRhFAwcTDzven24Jy2iKkh2o73dLKIIPaYx4igjjWCidSQg95CwCiNk6sal+yewbMu2G73RwdxXAE2EPDgoNp0TJphl7K0lEgVFxq+/Olno1ECw2aTNAI3mXXVeijABoIJCIBn9T4gsM+K7aMbE4tLIWKERRy5LFDKklFDFAimpYZII5iyjoAFDxsIqlbwmK8sJRh1q/XvTe5BhghS+yhNynEgWPVVxQBQlDMojIkqhgFEfYhaGoGQgU5zC/jQ3LOFCDZraMsdkwBpA4G9gD+9/zC+//kX4rde9zzM9ApGs7i30oVeDaBg/IWQZlmlLDHXl/jNf/5c3PboSXz0y/cDAHq5QNBfgDF6wxpBIQtIITtXPiqBQA21AkFeLLbVv7GbhP8+INEIODXUQStpBEESAHQGEdB3VRBOI+iB2wqjRXt0E2sEZB8tk8piln0qCOhGY1CVOG8H00fAsjIhWouzUKfUXCCINQLdKjS86pwd6JcVxlrh7sdOf00CulYql5V2rZFtAGC80ioYS91fkVtINf7MRNcBHCKYUEegfCCw10AlClsMmKBn654iaogHgikQgW4yiGAKash99rAZukAQI4LOxnPU0JAPl5EbY7Bar/qGc0BHMlYP7fzgNYKBRQQTqKG02l0KGToVuAV8tjSCzR6OdxypkXU0APjc3dZP/swL5vFL374PhXRZYqbFBACLCGBCiXiyalVVVFBG4RVXnY1f/a5n4ehJ29ekygaCeTSwN+5GqCHAXohdrqHSGN8HppXZdSGCzIQHxEGhYRdiI/OBK0YWgPaCpci2oeaIQBnlqKEYEfhjo0gjYI+RQQRa+aKzpVqhMAYX7VyASQRQCuYGsIiAT3ZuHyYJyNY1FOpLeCa8Y3YGRhj89J/dgkbFE+20gzLBcryKEnHWHdFYAsB4pUW3tazD/Hk18g0IWxpAWkeQ1Bl4ROCusRLSHll3zLhrqJCMGtqIa0iNGZU0LSII3zFSI7tSnBoDmQ6krVoCblel4QLBSFmeniOCrHOvsWIxXQelLFGYvCMxW0fgEEEpSqaXjbc0gk0fugZkiZEaeSrm03cdBCBwzRU7ozYOdCMQNeQjd9mPEEGL65Yhs3ztc87Ds861F9etj7QzTPQWUFPfow2IxYDVCbpcQ6WBL1GfSA3pmGoQ3uHTYQHl4iAvLkuQhX+efZaWBTSre0jRR0wNxRqBR0skFpONVceVxX6ycg6Vux9bwnKt0ZfA9pl+K/sKqA6tQEAts3P9ifxEJwvLjSftPApR2EpyYXDrwydx7afuzxzN9YefUMarkBCxWBxpHAKoVyNEYEy7PxB3CaEZdVNDGbE41z+Lql8rWVh6qomvcUJytH6BrwifihpigWPaymJGDQ3VEH2fQIQAQtRQCxHwOgcaZR9ohmEtgrKNCKJJ3lW0R2K5EG1qyCif3PjjqjU0DAQkpHRGg7IPsKC8FQg2azh4OlIjSNcx8LKdPVSyhIpY7zAB9BK4a1eyQhCLk9a/layim+aKXXa7G+4+Hm0HAOjPY3yagaAqqlYgoBu9hPGBIJ0MNMvkU1E4Sw3xLJnXETCaqGt7MLHYiAK6aVNDPngJaSe6DDXkEYEL5BAiKjwblANoo8NN6VxD/+Vv74AWQF+06zuUUSEQCGSoIfvZOe1EG+2FUG2U9Zuz317KEkVRoYHBN1y5C7/+0bvx2KmNt6Sm81uOV1AIEaOA1DU0Xmmdz1YSwKmhpBNslPEnYnG6HgF13yWxuBSFpYkSXaWUZRCLN1pHwO2msnCtR6YXi+3yr0QphWPvEUHqHOKVzzQqW0eQNpwDMs49Y0AV7Z6ilSUk4kDAmQP+GGoMDViNgMTiogc0ARFsicWbNRx3fHxtFctrAjVKfMtVu63FLRO1gaARcGpICXYidSzMlemyf+4iXOhbZLDEqpLRX/CBIF2qcr1RyrJbIzCAkR2IgPcL4h7mjnYT0eTCK0l5IOhoMaEhPDVkpPSUAv++4BpyE11CDdWaNeTjvDGrNyB05+kh3eDRpRofu+MQer0CJUxrYRptgvPLwBWU8dfdpBO7ZQL6E1QByhABXUM2E67QCOA/f/OlGCuNX/zA7djoCJqPaQcyjlSktIEgdQmlgYHrWc3Qb52KwVpNriPwx4FcQ8IhAnfe4uOQE4un0QjqOEOfZgF79h0c9fP3dSOCcR4R1GuttQiAjEbgGvHxViWFsFqeThIQIDj//LyjLEKTsgjn2hkn6HhvIYLNGqqBkSU+ee8BwJQoyh4GoskGgi5qSLuLKxWLuxCBdpPT9119CQDgXZ+9L3xJbx61Y6M2GggqWXUuXl8Z46tQU663i9LpWqEsmnw6qKEuG6oBy6KFjBfnTik1IfPUENVYaG1vNApADBH0WBYI2Gz+Mw+cwrnbBqiqAoXL4LuoIeU+L+4gW/v9TNEfIQLpVp1Le1AVokBZ9NAIgQvnDX7spZfhulsexafuPYKNDE8NubqVrkCmi35EDdG+ttAg1wiaUSz4R72G6omuIZ2IxaUs7Dcl1FAhinBv6Y1SQ0wjAKyQO00dAWkEzQj9TCHavFtAqI0Ihm1E4FxD6epkQIYaYpXJkWuKTBBucLTEH0PVUM466s910bcBYkss3uShxjg6BE4OV3Hu4iJkaYuX0vVsgY7uowCUcxak/cRzGgEAKNe06pLd2wAAn7r3MD52h2t41l/wE/ZGYV8uEHgICZNFBMaYqFFYeoFGHDJ73v8tuVjMawra9Il9PgwjZLScYRsRMGooCQS2hsC9108mod6AsivKzoxqcGCpwU+/4inQAih0O6OONAJZADKZaCmoGOObfXHLq3V32EWLchpBVfRdxe8y/tXXX4YLds7gLX9124aEYy8WG0e/JEHd73/Ri8Ri2teuWgADS2Nw11CkC6m6HVSiz4oRQSlKqxckYrEUrDgqsoNOSw2xQFBMsaqZ+45GN2hM49u68Pd1i8XjjkCwFgJBRiPwiIB1PuUTd2utEqKcU/uo02ykC55BLK6/OsRiIcSrhBB3CiHuEUK8OfP6DwkhDgshbnb//Qv22huEEHe7/96wGfszaTx2YhlH1zTO31lh19ycpxeyiECH7BpgE767ONOIziN97MCwFwhdOOdt7+M//MWXcXKtBnrzaFxSttFA4EU4vs/G9ioR5OIA2pkdd/50UUNdGgG7ZHhQ6Nye1eZoEVND/rhRcRYhAlkiajGhx6GGAIgRgXvO87WqRtMoSFNj+9wMXvuc86AAlEbnqSFyDeUcVozvzhkDCrfOgYZo1REUskBR9m3F8ngFg6rAz33L03H3oWW896aHMe3wiAAWETTJ8fMBqqiAerV9rjtcQ6QR6I5tc91HYzGZAgHRmqX9rBQR8DqCiNajQDClWAw44XSdlh0ueFCCNKAmcWyluH7RR0/2OsTiDkTQtDUCX0dA++TXM+iFAO56TmWpodQ+qkZQIljDrVjci5oJPmERgRCiAPA2AN8M4OkAvl8I8fTMpu8xxjzb/fe77r07AbwFwAsAPB/AW9w6xmdkPHpiDbc/chRl1cN5O0rLHzp7VpZvpxOW2EepmdskRBBlAE0cCH7wRRfg0NIQ//3DdwL9BdSPAxHkdA0JyzP6mz7h77sQAR9d1BB3DXHhuLMAjbehThCBP55aQRorknFelEatXEM+ei/XCJx91Fda6zGu++JDAIAXXL4XhRRoYCCNDo282G+kiTRrtWVisQ8YLCkQQkBC2AmQEIEOiKAs+vbcul5Tr7xqL66+aAf++0fuwvJoukKzQA3ZTDHl6b0FsewB49U2AkjPva/ydhqBCC6xeKJvOquS7WcniECWNui7Y+apEV9ZTJ09k4KySRl+CxHEPajy77GIgKrMqZo/DSDZNQlyiKCy9tE1V8fBA4EQAqUoM4igH10HXkdyg88TAEcEY2gIiFQs/ipBBM8HcI8xZr8xZgzg3QBeM+V7XwngI8aYY8aY4wA+AuBVm7BPrWGMwc/82S0ojML5uxZR67HlDx0fndIGAOfb7WOfDRYxNZS6X6qiSloVDKPtL9g5g3/+govwrs88gNuPKm/BK8XGEUHUwA4BEfBJo00N5TWClHbIPa+4vXYK19AkRMAnVekyXkUtJNiE7RGBSqghhhzo2A6bMX777+4CAFx2ts0pFOA1gvT3eo49aRcCBI2Asn/+ujLK3uTG+LUMAESLjJflwKI9FwiEEPi5f/Y0HFke4e1/fy+mGRwRpAjQ8KJGWQH1Soui63INaaNh6mH2NSDfYiLuiePuBZbEaAifFXO7oy26o3O3UbGYBQJZTd4ecMEjLFLUp4Xocx1IU2ooax+1HW9XHHpIW8JHzj0eCDgy7BCLW7SRE4sLUTKxuBeJxU/k9QjOA/AQe/ywey4d3ymEuFUI8T4hxAUbfC+EEG8SQtwkhLjp8OHDG95JIQR+9pVPwdP2zqDftxdKX/Z9xJ3kGvL20WRxkFyWCKClNyjnfSb6ojENfvoVV2LbTIW3/PVXUDsBaqMn2dvykn22iKDMBgJlVFTpG1FDXboA/1tMgQii1gfdiCC0OdCuOyinhhL7KLeUcsFRxdTQx+98FI8ctQV8wov5xoqtaUGWYevGZhCBt492UENS2HUONEQQizWjRMoZ+/vZhPOcC3fgW595Dt5+w34cPLm+nZRrBFK27a8UoEzZiyqLgYxrKKGGDLNUtmoOdNM2GURiMSEC+7iUVZ4aooIyyshbGsEGxGKeDEx6D6OGPCLItJloI4KMfdQ9XhmdBBCLxUDi3GNLXXq3lyhRSIkmcz/5QKAZIhD2PEspQ5W9GkXB40yMfyyx+K8BXGyMeSZs1v8HG/0AY8zbjTFXG2Ou3rNnz2ntxHMu3IHdMxKQto6gX/Z9ljFNIKCbkvrtdBaUJX504po5lbR9toefeeVT8Ln7jmFVxi6kaYfnXtnQRqMwBlIW2X767VYBbTdD+nw0+USIgLcg7kAQfN+kyFYya60dNeRExSIJBLR6W6oRsOBAfOt7broPT9vjeGEfeA0K2Iu9s44gEwioY6QxoYq8VUcAOGoobihYiAJFggho/NtXPhVKG/zah+/EeoO7hkqZIE3NqlOLChivtibvVlbPXE+aB4IUPayzQpk/d0JCQKAgaogKzfhx4AlLq9dQR4ZvjNMUuH207N6ehqOGyEY8oIk7Qw3lK4vTQGCvpZXREnqy13L2RdX9VOxWDiJkmKP0AEBKGaNUNYZyx9IjgrIPGO0TqCcyNfQIgAvY4/Pdc34YY44aYygk/y6A50373k0frkjFe4xdVpmdVDvEYlrAvUrohE77aEJf0Pd839dciKvOXcSRpoxen3b40n3+87RFBIKhktYNzTP2hA5LG8G13s8RAfs7DTb+eY4ahIy6j3Kx2K4gJkMdAftdtapjRECTCKs3oGP36MllvOklF4bXASgYGxwz+zlJLDZsUvNBX8eIQBjjXEPtQFBVM9BC+IWJaFy4axavf9HF+PMvPIx7Dk3uQ+S5dhjIhArk+2UcNZS6hlKqKKo8TqihtKlcl/XUPiZqyHhnkKWGxtFx8mKxSQPBOm2lPYJgyVGxjn1UK2svLnphDQsSi5NCtOwC9lmx2D5erU/lVwqUVTgnFFjLXvT77WTfDqJd1JCM7KMueXRB5omMCG4EcIUQ4hIhRA/A9wG4jm8ghDiHPXw1AKqs+RCAVwghdjiR+BXuuTM3SExqRrFYLErf+51Gl32UuPEy4Y27CspU4mwJjgqBf//NT8MJbZ/f6Enuqn0ojEHB9qHVZsDkA0GaMYb9zyMCTg11dTHla+waCOQWLyGNwIvFXdRQqhFwasgFgnO2l3j5lTuj7RQsIigSaohTK+SkstSas91Sq2VjWOFZbB8t4OivVCyWViMAgCbT+/5fff1lGFQF3vrRu1uv8eGbzhkR0X20L37/izIrFnc5f4wx0MxJ09IIEmooRZIkZNK6HFKWrqAs1F4AbD0Cj+am7D7ql41kiIBbiCe+pwpiMdk9MxpBu+ncON90DsDqeKVFCwEJIuDUkK+WLyFFYZedpK9haCFCBM3YuYZK1muIriu7/09YRGCMaQD8OOwEfjuA9xpjbhNC/IIQ4tVus58QQtwmhLgFwE8A+CH33mMA/h/YYHIjgF9wz5254VoPRIhAr1dQZh/TTe5dQyJuTpdFBMb4CSXXZOrFV+yG6NsLbEojiR+52gc7kRmIooxoDBrtJQdV9rVuEZlNNB2IgP8d1RpI6Xv88+3INSQJDssy4oLHuqOOgD33lUds5ec3XbUbMsk+G2NQGLQQAef+yQ0VCbBUNMXdRTx4CQlp3FFO7aOOGgKAxq1Hwceu+T5+5OsuwQduPYDbHj3Zep2Gn1Cq2RZqVVpBStepUpbWPpqI/J3UEHRrkaBUKJ+EJA0FAtjjUMjSIiN2zOg4lILtN03svmVEO8MfqRGu2//XOFgUCTW0jljMggd1oh30uqmhSCMwxmb0KSJwYvNKvZwNBJFGwMTiuA13HhFEXUYBhwhswE8RATVAfEK3mDDGfNAYc6Ux5jJjzC+6537eGHOd+/vfG2OuMsY8yxjzDcaYO9h732mMudz99/ubsT8TR5YaGof+32x4zj+ZUKmitiKhLi2M4rZSVUO511tNptzYsX0RAPDXNz+2oZ+Ss7xqoyGNgWRFbWnWP2lt4pyu0EUT8SrjztYHbP0CDeF71PDPMjAoHCKwYnGRRwQtjSAUlL3/i3aZ0OdcuNAKGNp9fi4QpPZRpVUrEETIIXUNgVxDSUGZLFBS5WluNSwAP3rNpVgclHjrR+7Kvg6wXkO9uWxlMdELuTqC1vKTyfnlYnFahWwyBWVtRGA1CykkhJAxNcQLymSB2tN661M9v3nzb+LnPvdL+Im9e6KWJmmhYWt4OokhAqJz0lXKqgWsNWtxbyqYfPdRACv1KubKDDW0nmvIaQRN5p6jqmuOCDSs0UNKR5NSrYH7bU9YRPBVN3SNxmXSaR3BemKxz/yJGnKHL+XiIxG5WfPOilaTKTd6szbTeP8XDuLQ0vSNyXIFZUorFEZHNMIkuoD/Zt50Li1cyv2t+Hq1GWshAL9uMuBcQ5mlFpVuIIy1zVlEEFMAte6oI3AFZXceXMLn9p9yz6lWIFBGW9dNKojCTaQmUEMRSiBqCCZbMyKFRGFMLBbr+CYH8ogAALbNVHjTNZfio7cfwhcfPJ7dptENBADZmwt0Adt/61ySnq40Op74475PcdM53cSIIG6v0a4j4I3PyNoYIQKgRQ0R/eGviZYLqJ3I/OU9fwkAuL3fw501Q0tJ65HW4IhAk310Ln7NDWozQRXD2YXrgUANNaudGkFwDYXvjzQCWVgkTfqSO0eE5qJeQ8IGgkgsBrzh5ImsEXx1DdVgVNifPSgHzjXUdE6qANBDTAFRG2e6pCcigmbkLZSpWEyjKe3z4wZ4xyf2T/1TcvZRrUaWZmHOpVZW2NVQLu1Xn9mmUy/oEpd5rYEQ0CqDCLTyiEDROgJGgRY5magR6Aa/e8N+DHivIZYZAkADbRGBSVxLOlhAqYtm1LaBCcO5KnJLDWlnH223mPCBoM4HAgD44a+7BLvmevjvHaig0Q1KCMAhglQslrCTifZBr/FZ4yRqyCCxj+YKyjpcQxX1ZHJtuyUkpKycayhYbgHElcXAulTPPSfuwbHhMfxfT/1BAMDn1h6Jt59UUJahhjoDQdp4zr+3wz7arK2vEXixOLiGgkbQRkuhIR0hgpFzDVXheaKGdAMBEbXJ38zx5AsEusbQ3Si9oucvxlJM6D4q4gk8IIIOjaBg29drPq9Ks0oajbv4Xv7Uc/FHn3kQR5bX6afiRs7ppNTYOUzygUAZNVEsXtc1FE3y4fLpCi4Np4aEgMkiAltb7X3yNNFrBaUVlFH2mLY0ghJNPcZf3vwIXvMs6xQaq3EGERhrTwVav10KCQF4B5Q2rMhsSo3AuoZijcCvqAZATQgEc/0S/8fXX4Yb7j6Cz+w/2npdaYXSAOjNx5MGXCBzWSXRlcboSNhOK7550sIRQYoUja5bx4rz/p4aMnYfbNYrAiLQ8XHwAWwdauhLh78EAHjF3hfg3LrBLasHwovrFZRlqKG+y/xzYjHAGs91IgIXCNRwfUTg7aP9BBE4/SSzVkOEllRtEUHBC8ocItDjM4YGgCdjIFA1xu6mHhSDiBrqWv+3SrNBHwjsiHq8I1QIW2po6Ktrc2IxADQucLzhRZdg2Cj87g33TfVTsgK3QwSCLbKSFntNEotzAnOahfq/WbEY/5xo8RSOCBLXkP8urayYSxMMW3SGFq7P1hHIEieX16C0wetfdBkAx6mzKlbSREoYCJho/w1ZH4GoQZ+UboJngaDMWIUtraStWyZZqrKUZUAEzJ2TG6974UXYu9jHr334zmjypWNZAkBvvhX4uUbAqS0etCa5hiKNINGOtFZxYGBIspCh/UFABHGLiUgsliUaMx0iuO/kfegXfZw32ImrxmPctcZ0s/UKyhgi8AVlbsJPF7RpLVdJxyJFBO7xqhpFDedoxIGAEEGsERSyjBABPzZRcFcjWwUfIQLqR9Scsapi4EkaCIbupm/VEaQTtG6sv72IJ3BCBFUHIohohGboy/Bzi1UDIRBctqOPb33mufjDT9+PYyvrFM4AYS1YNrRDBAULBC2LaIcQ7Pc5eb6rfQRvYdyJGkSCCHJtCpzTqWghgiZZuD5xA4kSK8M1vPKqs3HZnu0AkkBQhHNaGOvFT4MgIQK+mpt0BlLj948vacnaYgiJwtg1pdKlKmmtXgCom25EAACDqsCPv+wK3Hj/cdxwd9ymutGNtS/nxGLbmQZCiKggjgvbXYJvighaC89o1VlHUIrSUkwOEQhh6QyrEbj1CIylMnz3UQpgkUbQ5vz3n9yPixYvQqEbXFzXeGh0PFAv6xWUsUBABWX9agYQslMjaFFDmcpiAxsIsoiAi8U5+6gsQ5B0xzu1j6a9hqSsAuoqg1h8poRi4MkYCHTtF4IJ9tE6z7cbDQkByTN8wN90FduO/qUo77evp0cEZVPj/3zZ5VgdK7zzk+ujgmxBmRrbFhNF5W/kiY3IOqihrmDRVWXc5RpSjBpKxWJPQ1HAJYGbLUtJN1lPtjWCh06MIY3Cj7z4knj9WBWQg4fosPRQ6qqxzp8kELhqWdIIDEIbam4MKEQBobU9v0myEGsE6xsAvvfqC3De9hn82kfuis5XoxsUMEBvPmTi7Dj7giXfJpt1JM25hiiQpfZRJMVnRrWOFef9NdMIClG4OgIBbh+lgGSTLPdZURM5hvLcuO/kfbh026WAanBJXUNB46Hlh8L2kwIBZf2sxYS9x/ttaqjqooZSRNDDSAgomLx9NGo6F74/brpXRkFyEiLwLSa8fdQGAu3mqDM1nnyBQNUYusXpbdO5bteQNraBW0Eng7Jlx3OWBtHzPkvkVkOGCFoLUdAu0ec1I1y5dwHf8oyzce2n7sfJ1cmdFvPUUI0ioYZakwHnfpv8ZNDVeiKaiDAFIkjFYuaqCTSF8i0mvFhsf4zPBlONwBiDOw8PMZAaV1+0w2fgYz1mFFKo5ygNLN2TBDgB4Xj+ELx9DyEXtHiXz7ZrSFtklNSUlLIMwaNZPxD0Somf+MbLcctDJ/CxOw7552tdo9QWEaTJitcphPSV0YpNwO2OoQwhGMCoUf412AShS1viC6sHROB4cOYaooTIZr2ZQCCD/ZeO84GVA7hg4QJAjXHx2P7W+066pGjqgjLbfbQne1ZczQSQTkSQEYtX3LntQgRhYZqhRYYimBJCsZ3wwaazxYQTiyUvNPMFZc0WIti0YYxFBGCIwK1yZTsktouzClg7FxBOINEdFdsOYNmkYKt8NUMowEP4tBUyADSEMNyF8uPfcAWWRw3+6LMPTPw52fUISHhlyy5GHHfSPEx1VJdG23S2m1jfNRStcQwBwwOBDzoWEUhvHyWNICCCiq09AFni8w8cx5FVhfkK/nhXlAl6h0q4SSXavYaIT5cIwrefXIEIEXgBNl2YxuisVkJdNwGgmSIQAMB3PPd8XLRrFv+doQIrFmsfCKLj7+yvAsJbeY2JHU4taogXlHGxOK0TSKih1D6qYTw15FslcB5cB2RSyhK+1WG69CQLBEeHR6GMwt7ZvYCucW5jz93BlYNu+w0UlPFlKjPv84hgvI5YXPSw6q6NTrHYVxaP2cRtV7Uj2szqJ+2GfL65nHu/ZusRRC0mdHNGEcGZKVN7og53wIcpNeTaUKd8OwUCiwiCnY5geMn6ttD2LURQ2zqCgmVHLdeQu3ELdzE+/dxFXHPlHvz+P9yPN774Egyq/AWQdTqp2tIgRT/qK2M7QDZtjSChLXJicSdNxN7XuQ2vPhaBiip4UzwdNAIrFpe0c2jgbHiyBLTj2mWJP/z0A3hhWaEvw/d64c5TQ+FYF8b2G6J+O0LYdhMpIogCAaeBMtSQFBJSK5iMVlKK0gePZr1VtWj/C4mfeNkV+Ok/uwUfuu0gXrXvHDRqbK+z/jyK5kTL/irc0oa+VxILWunkntqDzYTKYpOKxQwtlg6Roex5wV0KCZM0nePUEAA0CMYLe1LiCfrQqkVCZ82eBYxq7NQaPVmyQOAChzEegUUjcQ31yz6+8ugpXKQL3PvAIbzz3V/EWq3QKINBr4BEhRv2P4Qr+o/hWaNT2AVkCsr6WHEMQragLBWLae1qE8RdLxY37WK7qDZEOY3AFeFprVnrki2xePOGO2Fjdw2tuzCNVlYjSPhf7xoiqoj5zVsagYd7HCbHWXxNgYVl5z92zaU4sjzC+7/Y3YOPEEFcCFTbOoKyH6gsrSK6IKaG4lbEOvlN6d/RhM/uxWkQAaeGeHsMbZxrKCMW+8pa1nbi2NDgb798AJectQ2CBcIeuUVy1BAAkegfnud3+0bP2UAQ9lUZ1tyNZeqFLFqIwCMQGeyjjZouEADAa59zHi7dM4e3fuRuaG3QqKHXCFpLHrrJVgjBAlm8rGYa0KNrJbGPptpRl7XYF0g51EmisOL20YQaAmBXa2u5hsI999iqdQidNXsWoCxu39vfGSMCVpjVGi6ofPqBJXzyngM4ckrhW/6/G3Bk1eC+g8dx0wPH8cDRVRw8NcTtj56Cbga48YED+JFrb8K/fc+NAID/+fcP4oNfOoC1MaHKPlbc75jrTWEfZT2n6HfLgmizDCLgtSGuDXW8ZnGoIziT1NCTCxG4i46mPo8IYFBmKBurEaCtETiomCKCwJe67ExroFmzjaTcSUxvZgBQooAwBkUdAsGLLtuFZ5y3De/4xH5879UXQMp2BuRvMNP4WgetG0dnhToC3j9HmRjyd1JDUyACjms6axNk6Tc0ELZHDVhWCUIENnMCAC1czbZWaEQozKFs86+/9BhqZfC083YBR8NE4m9K5i4K1JBtM0G/p0ARJv0EEVgBOTSoM4Y1d2MFWVJIFFr5ynF+rKgPPwDUGwgEhRT4Ny+/Ej/xp1/E33zpAJpmZBdG6s2hGLUX1vH9athKY5FrqMP5A1hjAc0AvDMpbSu0zr63FCVqTg2RYC0QCaIpIlBAWyxmnVkjRKBsM76zZ3YngQA20Bfx1LU0rPG52x7GNwL4j399Jw5fsIy5+Rn8wvc+C+d8YhsuOGcPXvM9L4ve823v34VLL9mGH3zti7D0hUeAW4GP33sSv3bbFzDXK/BNT9+L1zznPMjSfte6LSbYwjbKKIYIYkdV1H4jakMdksZohTI4RLAlFm/SUDlE4Dp/QmQLygpj+XZ6DDCNIG09Qd5yVqXKF6QGuqgh62XnN4UQAm+65lLsP7KCj9ye70HkM06+/KNubBtbGTj4yP6YZonMX83hf1ftQNRKIjlWfpsINTBqCMJ/PnfAWHeWCe4sCnq6Cf34Zekz/T+/5TG85Ird2D4/G4mHvaLnXENBVA7UECDp+0ibMA7xwXi9I0yuMTXkJ1yGEiQsNcTPZs41pIzCxNYIyfjWZ5yDp+xdwK9/9C7UzcgmHDmxGNpXFltEY90tHv2lrqGkwEzxc59SQwLRIkL8ddsfJ7iGAiJARA3RfeCPgxCxfVS2qaFCFNg52OmP19kzezxS8O9l71Ha4E8++yC+/lf/Dh/4otXU/vO3PwcvuXI7LtyxDd/+nPPR6w0gM9rCQm8BQ7WCqy/eiW+4fDsA4L3/6qX4k3/xArz62efi43cexg///o047qLluG63iY+Wi21GkY2YzkNRVDE1xIrNosTQzxWsGZ0vKNsSizdvaEIE9mbwriEApRBZjUDC+DqCgAhcINCU0cZOEmpjbO2ja36xCQCxOORGI6QNKknf+m/edzYu2DmD3+lY1jDtkW/3pfEXWEqBAGgtVtKogAi6ms51IoKOOoIoMMlEI3B/84CoyTXkEYF7TysQ2L8PnGrw+hdd3GpFUckqcQ1x+ygg3c+m54xbo8CuMta2j1IdQcSDI5xzW3imoDPUELVWAOBWKYvP7aQhpcBPftMV2H94BUeWV1CSfTQVi50gK4W0LeNcB1RODfEW2konVeWpaygqPHQ0I0tqfEGZCNQQXVvpegRcV6FrrwYSRFCBF4gdWj2E3TO77fvcOTx79iwcWj0UZcf0ntsPnMK3/c9P4j+8/0u4bM88/s3LLgYAvPgp56Km5U3997QDwXzFFqdxFGnZG+BrL9+N//Idz8SNP/dy/MYPPAdLbp+/73e+iP/r3V/E5x84HrWcDy0mRsH3zzSSQva6xeLIPjqGQoIUGC29hQg2axAioEBAriHYfu8pdCZqSBR968zwiICoIfcYSSAgB4p29lERboacRqCEsFbUZLIoC4kffcml+MKDJ3DT/cdaPyeLCIyCdE4SLhaTY6n1G1WCCEzIlvln8m388/zvTmcRv3iFFRTdvnuR3RfuUeYYKoujQOAmgN3b5vCyp54V6AG2JkFKDXkYbgwKRpX5Y+XaT7QQAYS3PHoeHLKN/rSK12VmN7kXiwWAenJ1cTpeedXZuOrcRRw6texbTKQdcr1zSdhOldoFAu4aot9Dv5u7wRp27lvXBQDjstD0urEaAaKCMiFE1HSOZ8QRImgFgrAPR4dHsXtmt/tx9vldg91QRuHk6KQ/36oZ4W0fvwev/o1P4tDSCG/7gefiPf/yhbhwkXpQJa6hst/qPgokrai9ayiIxb1S4lufeS70wH7O9z7vcnzs9kP4zt/6FF79G/+AP7vpIQhjTSbaaPCFbUhDAmxNjxJ5sZifU1MPYVKNoNxCBJs/PCKwF3REDbmbOb3RCgOg6EXZGGW5FROJ6V/uGgotJgJdlKOGaiEsf53JGr/7eRdgx2yF3/77/a3X/ETDWzowROAnLa08UkmbzqmEGlrXNcTRB9uXbtcQQw1C+OyZB0RjXFM4crt4+6gKC7PICodP2ePznV9zEQrJaAa2XGXUdI5TQwhicfheu2BNViwWwerqeXDmdIo0gkxAjArKhAAm9BvKDSEEfuqbrkSjx04sblcW0z4IR7lp1++Iu4Z4MVx7mdI6+qwYEQho1bgqa9mmhmCAoh9d80YgWue5LRajbR9l+3BieALb+9vdztnnd7nAcGx4zL/3Z99zE371Q3fiFU8/Gx/+yWvwz555jrUQp66hyD7apuaiBexzC+G4seyO3y982/Pwmf/wjfh/X7sPw1rhZ993K37vhgcBAA8eX46WulRG+fNQUA2KQx1diIBWMsxqBMywcCbGpgQCIcSrhBB3CiHuEUK8OfP6TwkhvuIWr79eCHERe00JIW52/12XvndTh8soR8b66ktZ+kBQulSVO4eU64qJoopuQl8gltAoLY3AaKAeQjsxDciLxY1RloWs24Fgplfg9S+6GB+9/THcezjua083eIwItG9jG9lHyV2SOEdo5SP6vbm/tc6jgy77aJdrSCMEDy4WK6NsG2qqvKbYkVBDX7zftl/49uddbF/37qIORMDqLKSzj9rfwzJ9Y9yaAhnXEBOLhfsfP9cSEkI1eY2AUUMNsOFAAAAve+pZGJQGpQFGxUwriaAAT88bt4hKOvF30YK6AxEUENDCNp6juphILPYaQeWFdO+UY4Jo2z4qQ40I0CooOzE6gW39be7H2ed3zNjV5o4Nj+HRJXtsb33gMH7p25+B3/iB52DnHJu4O+sI2pXFgFuucr3KYgArRYFZp8XM9Uu87oUX4cM/eQ3+5EdfgAt22nqEl/23j+KBQ8dxfCR8zYWnxig4OGNGl1hMld4RInAL+NC5PlPjcX+yEKIA8DYA3wzg6QC+Xwjx9GSzLwK42tjF698H4FfYa2vGmGe7/179ePdn4nATxgia8Yf23yKpDKW/pRPFvK8X8C6RMlmNyRgTaQRWLB5CycLTRTlEoIyynUw7eOQffNFF6Jey1YwuEiPpJ2qFQpb+5qX9I0GvVVCWTAbZvzvWJlB8UulEBLxDKXzOmYrFUeFeRiMYNwJ3PGLpsV0Lzr3hlzsMiKBWcSDwkxcAyYqpwvfa1csM6xuVBoKIgvHZm0MJ2gYCbisF4HlzgBDBxqghwKKC+YFAaQyuu/1Uq9bF21+FnXyIGoraUE9CBAkt6O2hwh4prVWgFBG7hqg4TBnlaxmAGBHwgjIAfmU/P5KK35Ojk9gx2OF2zj6/c/YsAMCn778fv3a9RcX/47v34QdecGG7JbNHBK6ymN/jOY2gN4+1Zs3VnnRUFgNYlRJzyVQphMDXXrYb33v1xQCAH3rxhahHa/jMQyt4xVs/gXsPn4KAS/5koLTo2ADJhM9eT681Os6rI41/8+4vYtR02Gcfx9iMEPN8APcYY/YbY8YA3g3gNXwDY8zHjTGUEn0GdpH6f/zhLpSR0XYtAsBnldQuotXd0QWCCBG4E1Sp+LEvKIvso0Nol6EDHYhAN3aRm45AsHu+j+947vn4iy88HLWo9hNNCxFU8aTFXC+TJoNuOqi94DwwpUbAbK9GiBBEWSGNDVRBI+BiMa0j/fd3HIFq2t1HaTsgU1BWhIXFJQDJRH1/XIxxTedSaigcP571toIDW7yGH4eYGsJpIQIAKKRBBeA3P3kAxrTXXOYOE+0QAW9DzREB0YKhzoW5hNh1UQgZicV03YRAUbj+Sr1Q3ewTqdCGmutiQOipFX5cEItrXWO5Xg6IwF1zFAh+84ZbsDBne/1ctXcmf7DUGIAAZJFoBPlA4FtRj5etWCwrQLanxGUhMQfReh4I/cP+9Tdcgkt3VLjqgj3oVxJfeuQ47j+yhje883P48gGHBBw11FVQRgjNF5QZjVseOo41U+LREyt44OgQn7znCO49NL3xYNqxGYHgPAAPsccPu+e6xhsB/C17PBBC3CSE+IwQ4rVdbxJCvMltd9Phw4dPb09VNyIg9i2yTWrlAkHVmgQAoGJWOSBkaHHTuTUo1zMeyK8h0OgGpRDAOKZ++PgXL7kEo0bjXZ8ObSd8C4MoY1ehjW0iYpPgna5E5X9vh0DctU2XRhAHCxltzzWCoEfY4yyJGqKbUQVEcN3Nj+HcxdIuIEOvJ9SQLwrkbag12UeNt4+Se8bAWLE4ax9NEBUT26Ptkmsgusm5a+g0EIH9vAaFMbh/yeCugyvRsSUESjSg1wgSq3CkGbCaiFTkputF2lWvYYzVCIgS85XFLlDQUpUcEWhGDbXso4n3n4vFJ0cnAaClEfztl1ZhjMDZOxr87Dfvi15rH6yxvZ+FwFiNGTXUy4vFbnEaGwjGWVoIAFakwJzJBwL6bbWuIdUYF561A3/94y/GCy7djp2zA9x3ZAUfvO0oAOD3b7gLP/4nX8CHbnsUAPClh5ewPFJYq2t8+ZGTWB3Za+STdx/F39xiayde87YbsNIIlAVw8a55fOrN34inn7uY//2PY/yjisVCiNcBuBrAr7KnLzLGXA3gBwD8uhDistx7jTFvN8ZcbYy5es+ePae3A0QN6cauRQAEsdhNji0HDlFDTNz0ELlDLI40gmYELdbRCDwi6M4aL9szj5c/7Sy86zMPYFgHHrq1zzCQRRsR+FYEqVjMPdldtQBdy1byz+nQF6alhuKCMoYI3E1//9ERnnXuPETaxhjwE4NvwucDQThnEuEcc3eUdKQQ/Sq/fCXagTRnyS1UTA9SJiyEiF1DG7CP8lE7kfCFl+7BzQ+dyrqGrGNHQ5exRkB6ULo+QaRd0O822p8ccgVF1FCqIQARIvDXPKeGUtdQKnYysTgXCJQo8R//6nZUmMdLnzaLuVmHBLpWKVO1T+ymEYt947l6CbwYLB0rwmCOJU98RM4912LCUnoS526fw9//7NfjX770CgDAedskvvjgCXz0djvJ/6s/vhmfvvc47j1yCt/6Pz+JI0s2Ebzh7qM4tmLPzq981z7sXFzAtpkSu+dn0CufuGsWPwLgAvb4fPdcNIQQLwfwcwBebYzx4dkY84j7dz+AvwPwnE3Yp/zw1JAKiCBZZKbVlAy6GxEkk0DqGrKBIEYEEffnRmMalLJYd7L40ZdcimMrY/z5Fx62+5y6hpoRNGxmTToFTfxcLJ5mkk91h9zznBrqfC+jhrhYHLmwXCDwrTwIhuvG/7bFQR+X7+4HFAC0XEMRNSRLgGX1EgKCnT//vNGxfVQzOySdV7BAwIMDBGSyNGNeJD19RNA498lPv+JKrI5NWAQeDIE6W6sXi9n1RxM1ELqResTKOHZuLS2EtDUfzrIohIg0hJLcX0XPC+lBLG4XlHVSQ9RN1BicGJ0AAE8N3fnoUYx0ga9/yh5cuP0snBofzxaURUONvYAdawTdYjFAiGDUjQiAzkDg25+TzpBpOnfuNqtpXXPZNvzDm1+Gn/+2pwIAfvMHnoerL9qFvYs9/M4PPg87XG76H//ZPrzpJZcDAL7t2edAlr3oeJ6JsRmffCOAK4QQlwghegC+D0Dk/hFCPAfA78AGgUPs+R1CiL77ezeArwPwlU3Yp/wgRGA4InBicSL2Aa5xlLbUUFwARYigPQm0EIFzDfGbIocICrF+IHj+JTvxzPO34fduuA9as7YRtM+jJVu8VvQYZ6ta1AbdvACgWKbUSe9klpe0z3eIyxE1lNcIqmQpTWlMsNkxRHBsxU6gr33WhSihEbUWYF1KgQQRJGs/lKLwdQRaMxrEWUjpNqeJk3hyuOZr3H5LnysRitQiROBbCzDb5GlTQzaDv/rinbho5zwMNJZHjd9Xqlvh1BCvLDbGRHUFcbsMuGNTehrJF9OhXUcQ+jbZQEF1GtE1r5lGkIjFDXcMARGio0Cwvb8d7//iw/jUXQdhZIXfft3zsHtmF44Oj7KCssnUEPn6vQ7YIRb7VcrqJRsIJiECPT0iAJKmc542c2Kwu2heeOkenLt9FrM9iVdedTYKb2sv42SSFe6dqfG4A4Gxi9D+OIAPAbgdwHuNMbcJIX5BCEEuoF8FMA/gzxKb6NMA3CSEuAXAxwH8sjHmzAUCso/qJq46RLCCRny71tZp4iZW7ssHgEI1kaWwZaXzdQQyooZaiEA3KEWRtY/yIYTAj77Etp24/o5DbWpotOTWPO3FWaBhrQhc5hdqHcLv5b89Pg4dOkIHIoj+jrLO4M7JU0POMy0CIvjc/VYP+p7nXRwyfRqTqKHEUSVl6XvnaOjQLtpoCBivXdCxEs45Y8jJARldA97plByXLCIQYt1z2zUao1G63/miyywl+vuftJXmWocApY2GqlxSk7iEeHUwn1Aad5wJ6dhKa0I+jhpyhXQURABCBPCIgDuklG5TQ/61FjUUMnyihr78YIOffu8tuGBbidmZAQZVgW39bVFBWXcgqIGSLVy/jlhM1NDyeNlSQ2nnUTdWjMac1tnXvE6nHCLINZ3zaGnymsVeLGYMgi0q60ExJHcmxqZUKBhjPgjgg8lzP8/+fnnH+z4F4BmbsQ9TDaYRLJaMP0SXWNy4grIYERDHLt3ycRwRRMKZca4hUU4Ui22xyPqIALBtJ87bPoN3fGI/fva1yYpn42W75ilDBHTz+8Ijd0NLIQEzgf/nf0c1BV2oIUZS/m8RxOGUGuLFawUYNeTiQFOP8fkHjwLbgUt2L0aZPgBGDblAQEt3qtCUzIvFokDBJmvPdxvXYoIKCrkTB/DebzqvEfozoZFduk4B7Q/weKkhjVLaTP+8bdY18/Yb7sXrv/bSlq3VuInMIwCa+CkTN/Fqa/5cuEI5bbQ13Qjbu8iYxicPfJGbwoRAoIxCT/RC9XKGGvIBsSUWu2RMB0Tw8+/fj2ectxsvPXc7xH329cXeIk6NTzFEMIka6vmF6yNDSDNqta8mamhpvOTE4g5EAIW5jo6nXiym5o2sAIy+PxXSU/uo1WdMCARInIdFD9qMntiI4KtquAM9Mg360gUCSWJxgPY0tHHLBDr7aKoRSD1u2UqnQQRZsVhWUwWCspD4kRdfgs/dfwz7D9uLzxfBjZahISCLcGMq3aaG+OQwjWtIdTSg66KG4sVQeNYZZOoIEcBRQ77FhN33Lz18DKtje858r6FIIyDXkNNsqNtohhqSsvD2UT6peY2ATejeMikEjLtmuF/fb2c0BNmO2TVAkwMFD1VUp20fbWA8IqBztjQa4x2f2O+1H39eXQacdh/1vYaYtRUIQZosjAYWEcBl/KarjgAO6eUKyswksTiZyNi6Ew+eOAYYib0Li3jnD30NKiifpC32F3FqdAomCfyt4QIBLVMZ078GaftqaisdxOK2RjBWY9QwmGM9kfgIy5G6e9cFY9IIgHDeVNJigrq2KqMA3UC5i4lTbcooR3exgH4GxpMsEBA1VNuGc8BEaigggsQ1RFlmU3uPNdB2DRljrEYgxMSCMhsIShsIOkQpPr73ay7AwqDE39zyWLzP42Xb16jsxx0omde7NTlMsSRlNwrI1xHEBWXwv9ugu45AAt4+SnTSZ+95DNtnWVapm1gjSKgC3wBMBwrJZ1+yhOSIQAfXkG06lxSUET3iaAa/upyvLtdeX+Dfw3vs0D41RTXRETZpNADKJLP8lmfsxTtu2I8mcfWYyl7TdIRSaigNBHSWKChHQRAWCXJtxFNDTkOIlqr0Wa+9FhvTtKihtkZgf9fhk0u47tb9gO7jXT/yQuya73vhF7CIYKzHvjXMRGqoqPzC9alFPEUSlawwU85MtI+uuAm+KxB4aogWeMpoBK2qa1Z06BPMZhSs1awTgdUIqkjkPxPjyRUIqNeQGrfFYh1n+wDcwjTodA1J1UYErWjerEFPiwhgpqIQ5vslfuAFF+LT9xzz+wnAicWAdE3yaJ9oRS6OCCgwdWf7PEB0PI8pgogIF7cNSnaUrOpXuS6gpBHQex4+uoR9582HY5pqBJ3UUAgYRFMVsvTnmNw0gEMEDKmEDNdSWVQExP36gOPn3Xv5b07dHT4QnAY1ZIxBI4DSZar0uf/mm6yjpGFWVW2YfZQJ2Bz98c6o9jjDfy5Zau114mg8qiNI3GYFEFFDObGYurPy72tSaoN6B7378xjrVeye24YLd7kF4nWwgi72rG/+FHVLXUcsJkTQDgT5WoLl2hWU5foMuRYUc03+O71riKihjEbgJ3WdWaGM7gM19vdGGxH0oZjIfybGkysQUPdRXWfsoxmx2BXzpE3n/A2hmjZv3LKPjqAEW6FMZhCBaXzWN63f/Ie/9hKI1D46WrLUUNmPnEskgBIvHxUVTbNIPZv84wVo1t+e/vIZdkYsNrD0TGofHUiNK86e9eilpRH4hUqCfVQbbb3syWLzUgREwCc1qS29Q9QQ6TzSWShJLPYTLmtTQbQS/x5ODdH7GlmcFjXkXToJ5bN3sYc3XXMptNF47NTYX4OqjB1w1EiukxpCoIa4tVQIV1DWWUdgg7VxHWTjQBA0ghY1VMQTWePw1KNHT+LZFw2wc2aR/fgQ9Bf7FAhc1r2ORkCBIBKL6TOTsdBbsBpBh1i86s7bXDPOonVPDXmNgDWdo9bzCSJINQJlFKDGEXpuuYZYRfiZGE+uQOAu0qEaTYUIGm3XLEbRi9YR8BG9GbV6+kR8qVZOLBZRdpCrLCbr5KTqYj7O3jbAN1x5NgBgaTjy77WuoX4Qi01GLAYLBF2tIaaY5KNFajqe12yy0QhZKM+ulavupWNwyhXMPeu8eRQFm1hbGoGbWBRrVQ2g0eOWa6goSkidCQSOGlIssw+IQARqiLlnaDtptL+B6HuapF2wRQTlaQWCxk1chZugeJb4L6+5FEIYfPLuo87uaYJYzPQOXlDGKQnA2VoRU0O+J5VbmCdQRWzNYgo0ZB8Fy2CZa6glmrOM1hiDP7rxAADg377iMvR7ta/0tR+UQwQuEOg8TUN0UlYsBjpbUQdqaAIi0CYbgDwiIMTnPoNfB76ymy3jKSCCAUHH1FAbEVTQ2EIEmzdyiIA0Ah04XhraBGoojwjGrefjBlz2wlMIN3EnNUT7s4EJgxpefeJut4LTaBkaduKIiooYZdUSi9kkn1ZV8+OQez5tgJbbhiMCTg1VsmLFWQYFpBeL/+5u22X0ay5cDPoJ0NYIEmrI35SOKwZCULKIIAT7gAjsOfZ1BIYKyhxPrgI1JGUSCLQOGoGOkwEapSytbfI0qKGmsddCVbZF4JmevZ4Onhzh0NLY/iZCDkyzymoE3jUUJh5CDxE15DQC32KCriP6fFn5QBP2TQGu+2YqlnKN4Nc/ejc+eZ+1jL78yh1YrpcxV7GlIJlGQEVmp9zx2DAimOA2WqgYIsiIxUvjJQDAopus0xEQAWkETiw2bftowxABf83SmePoXolqkYqepYa2xOJNGrpGDXuSQrEJ2UfbiED7XkP5pnOiGUfaAZ1gX8xF/ccTRJBSQ0orD/830orgqedsB2ADwbjRwHjJ0lBFsKsS9+szu6Q1cSc1xLL6Zgqk0IkgoqzThDoCEbuGeAD98O225vDs+TIOBF11BDpFBO06glKWKNjKZB7VUa8htu8esgN+KU8STSM9yGi/xgFf/jIKBKI8bWqoGZ6yn0GFYiyzp2O3d2EW9x5aRaM0dIJuaT0Cn5EySgIIQZp4ao8cXRA0hnWtNazOgM5bYc8hryzWENYBk7HRkhvsfZ9/GP/j+rvxwsstooVqsFKvZBBBEIsB4BTRLxPF4p5dpQ45jSDfZsJqBHlEcGpsz8Gi1pMRAekPbH1zuh6DQy8gAl5g6sViptlEiL3oRUuQnonx5AoEaoyRm6R9tkD2UR2gvd/cBGqoCxHkxGKfHTXTIwLK+qalhoBwQy+NRrjulkcDIuDBSCuf6RHHzTtQRi2pOzJ/0zXJd4rInBoK+2rcUpUCSAKoQcGyoEdPEQWg2oggqiOgABEHgjpDDdmCssBfe0TgeP7U+VXI0u4v6wjZcogRdci+p9FNlLmVskQtJveR6hrNyAWCKq4YVkb5Y/yqq87BuDE4eGoNxmsEzCbL0F+qEZAoH5kISBwWMqaGDBOT6bw5TSbKYAWs8MmSDf/9UuIf7jmCN//5rXjx5bvxQ9dc4Q7eGMvjZW/ntB+UoYYalyRNFIsZNSSnE4ttHcEwqxEQIliYGhE41xBzj7U0Aq0jR5HVCJhrSBTxKoelDQRbGsFmDdVg6C7+VtO5DDWkTNx9lFePAsE1FC19yPk9qiREyHa5W4ZGYxoUHhFMP2HQRbh3scLv3rAfZrwM5bKzyD7qbnBeIep54ql0gQ4toOu9mQXurSZgJwqJpJMnLDdN+7QwU1rk4JaqrCTL/NOFTQDw7qMA0GhGDVHQLqrYNcTFYoSAFRq5WY2A6D1OrdFnCB16q06mhk4TEYzsJJTTCAjJnbN9FhfunMPx1RHuPeGOQ/I7/blOXEPRuXEmAiGsFmKEhNFJUzuk1FDZCgQKAFRtHXcyRgRLjcGPvevzuGzPPH7zdc9F6eyuUOMMIhj7oL/QW4CAwMnxEiDkaYjF9D0dq5TVy+B9gvg45YLxgtbZQOKTD3qNUUM8+QNijaDVaaAJYnEOEVCCd6bGkysQ6BpDxzH7OgJyDSVCMABmH+1ABM3IBgi9DiIQMSJoErGr0Q1KykY2QA3RDfbCy7bjjoNLOHr0sF/zlNtHA+QP7YRD9WkY0/D/0wrKBWhicD3sZeELyohK8GIxLCI4vGRv4GuesguisA3J2hpBt2soBAKVRQTUMjpywDgdiPbTe+mldTlRME97NRkYFJQoIKAg7p+n390IeXoagUcENlNOnWCAPddP2buIsgD+0ImvVEFNbSPSBYxSsZhWi9PQXsQ07rdSYPDUkJDefWWKouWUM44a4gGIvv/uo2uY6RV45w9/DRYHlZ/o62aEoRomgSCcaykk5nvzobp4YvfRKmMfreiAtt6y0FvASI1Qs4Xn+Tg1PoVZ2bO1GU03NdRMoIZCzU6GGiKhvhlG6DnWCKqIVTgT48kVCFSNkbsoPCIQdu3b0rSpIW10cA0liEAAELpGwVzo6SId2iMCRFCwhQiiQLABash95tPOncdZC30cPHrUf0fLPirYkoaGLU7CspDOib2ry2hHV1L7fdTiIny+cY8lo6mAMPl+8EtW9H7plbvtRO66j3r7aKuOIC4oizpBUqCj4j9ZeddQlhpqobqyZR+la8BrRDq4hnySoOMKUKsRyNNDBI6WKKtZvw+0j9yL3itL7FmocO8Jl/ETIjPhmgSYa8hTNaX/3GiiFxJaOmrIUUWkqwgI37NJOdspJRn2OQBqHAXEUW2P7Zo2eOcPfQ3O2+7aSbt7ccXx8NT7x37QOAr623rbbCCQ+ZbS4T0dLSbo9WRQ8FmCyiOC8SksOo1mIiJoYkSQpYZYIpK+ptU4Eu9z9tEtRLBZQzcYuourz0960UOhOjQCk+8+WriTFjUi0ykicAUkjN/jFco0Gt14+L8hROBbGWi84WsvxnjtlP+OXCDIicX84ttoTUGnZdRoFCJBBEQ/QNgqYmbFVO7Zj9xmG8xtmy1cIFCodc0QgeroNZQigkANBadMBelQDl+NS2obtOixLyijnvxu0vEoBrznTjOx6Rztk6LF66eoGuejGdmkgAIB540JTZGIPdsr8OxL7GpeKythkfScRuAnJiZmxq4hCS0kjIndZn4hHG8fLT1dFK4nAKr219yoUfiJd98KALhgzwL2nbct/EA3QS9T9W6VaATsXFObia61BewP6nINTaaGAGBZyiwiWBovYaF0RW4TEYF7rQy9hnjWD+TFYi/k12tRUhbbR/u2q3C6NOcmjidXIFA1Ro4aGnBhqCjz1JBxGZ9sawT+JCOuOM5rBDE1lNMIyBmykcyRt4n45y+4ELMyFjYBOxnkxOLoxkXezeSPA0MEXSggRQR+/XnaV7fguRZhUuUagVIGq2NGvckiTw1xjSDTYgIAGq3b1FBRQqocIlDRvoSCMtsSQzGNgDftA+DEYvtLedO5VCxuIACTd51MGspNkJWbIHlhGJ/UifJ7/UuuBADc/vAxd1yTFcnIQUWfkyACTyEioYZE6DUkhYSgxMet4x1rBCIKBD/1nlvwD3fb/ZmfTSZajwhswOtyDdFrK/UK+KpmmQNmqaGWa4i6nHavUrYkZVYstohgrvP9LY3ABR1ODYX5oBsRKDWM0HPaYkIJQHaskrYZ48kVCHSNocwFgh4Kly1GWTG07zUkpfRZrzGGIYKQMZMbJ/RdCYiA86XppKmNRlX0gHLmtKihRjfYPtvD9sp+3+qo3Xq4JRbzXvnIu5nCPuapoXibvEZAYnQhrEagkROLgVED7Dt3u38/ZAmoOkEEXU3nQmWx/c5cr6EeCgbN/UTqWi3zc1iIAkIWUIBvOmedREX0XqGV1TIQJlml2y0marp/N7hKWeOuhaIXawQ8kHHKam7OJhP1yE5KrV5DHdQQdw2FgjIRqCGI6LM8xSaKICBz15C2YvGN953EB750AP/hW54OaYxvcueHO3bLrj4griOIA8FcNecCQQ+TC8osNSQQVojzYnFHQRkALEkRKCQ2lsZLWCTKipxB/Cd4Ib6OvotTQ8G+2wBaR0K6nyvqka+oj4pSuViMjSHKjYwnVyBgiCCihmSFkjXL8ptTm2FHDUUaAfXQYZMITQIewvsCkkANpRQM/V3KEujNbWiyoBuQ9nkg7IV60wMng06hp6OGcpSV38cOjYAP/rylEEgjYNSQsUy8dPvOK4u1Ab7reRf6fabVq9qIYEKvIUIErhrTfjYhgioSi6OsXsTnUAiBQla2utahDaJgokXcVagI54jCT0B0XAkfbVAwrt21ULpAkBYJ+v2i8+quscu222v7pgeOxhpBIhZTy4dSlN415JGP+8yIGqJ2EhQ0XWDklcUaNniu1mPc9dgKfuyll+FNL7kUBdAOBO7YrThbaIQImH2UXluul12CkEEEWjszQc+vV0z3QLpuBR8xNZTXCBZovzLUkBAClawYNRRaTKSuoUYIpNZa/5pay9cRaFdHIMQZnayfdIFg6C5+LxYDQFF21BEwRJBYBynjlci0mEAcCDgiSCkYaiFdyALozW7Yb+5bVmgFuIKbLzxwArX7GRGkZ83DfFbYIRbzEa1N3IkaUkQg/G+nzzewk5UAYrEYQCEkXnL53vAdTiNo20dzYnGMCGq2HUcEvMVEKCjTEFnBv3CVxYwacnpQEIsbSLY0of/tKTVE898GBePGbV+6iSiHCPxEjRAcrthl9+m9Nz0Yu4aSFhPUFprWIzBgy052UEMCIhxHdz1FExcE/vgf7sVYKTx17yL+3aueAqgapTHRanX2i+1Ev0T9fHoJImDnOkIEOY2AMnLnGurx7L4INtV0+FXKpMyKxRYRLLr3txEF4FCf//6+T7ZSaki7z8jqB80oomkjXaeoLCLYoMa0kbEpgUAI8SohxJ1CiHuEEG/OvN4XQrzHvf5ZIcTF7LV/756/Uwjxys3Yn86hawzdAe6XsVhcMo8vDasRtBev5/BfsvekMFnpDkSQ4dZLUQK9+Q1RQwBblcstSgMAwxq+M2kE6d0NHReUIbtffEyDCFquIbKvuueIVtFCRtTQzQ8ehxHAbK+HqmC8aJdGELWYsBNWSyw2QVT23vmihGSLpvgAoVUryAsISGkzeV5QRqiG00pFUq+Qo4b88dtgICCNwK9HwBAB1wikkB75AUDlfvNsr4DSGmOXFKRisU6SkyhhYJO8ECJGlqyAkl9bAGAE8P7P349CGlxzxV6blesapUG0RrL9Ynu+Vh3lMkuirP3xsUbgKoBNUeYDAU3yjhqKA8H6rqEcImi0rXimpnc5RADQPVgDogCKsoW8fJAUAmjGkW7j54qGuYZkrBEYhwjOnGdoEwKBEKIA8DYA3wzg6QC+Xwjx9GSzNwI4boy5HMBbAfxX996nw65xfBWAVwH4Tfd5Z2aoGiMKBCk1pHMagcm2oeaumAgRkGuIory7YDk8TxFBwyexDVJDgA0gyihbVezus4t2zuGjtx/2++rFYiZ28gwOgJ9McoMv19oVLEyCGjwiYFy2gYER0ruGAOC3/v4uAMBcv4opDLKPTqKGAEchhTbUgNMlijYiII2Au4aEaw5Gx4XQkvSVxYEaIkQQaKUGklpnsxYTnBoqRYmGjs0G0R5Vq6atCniLCeKTKcADlrICgNe98EJAGHz0K/ZaSAvKGo4IGDVEGoFvMQGGCITwC/xwtAlDCBB41dN3QUqDkon5BQxa07eboGn9gBkyTBjTcg3NVXNodINxl1hMwYFRQ36UkwOBhMCJTCDwVcXrIAJLDdURLQSE4xytCOcQgaeWvZ44DOicN/EzCprqKbLfvjljMz77+QDuMcbsN8aMAbwbwGuSbV4D4A/c3+8D8I3CHonXAHi3MWZkjLkPwD3u887M0A1GMqksBqwGkNhHbYGNQckWpkndQUCiEbRcQ9R/vNs+GgWCanbDgaCQBUME9re95Iq9OLoSGlx5+E5ZOeeNWTfQTtpng2YF+33ub6YRaKOhpfQtJgDgw7c/CgCoZBld/DYQ5CqLk0BQVGi3mIh7DQkIiLKXbTHBEYFhNJa1j4p4+UARjh/gAkHS3I5fG7RPjTk9RECtjVvuk5QaQtwmunT7fN4OOzEdW7HntVapayjud0O/y7uGkNeWUkSgjcCvfeRu+xwE3vjC82NkpBuHCJIfSIHAIWcfCCgZSzQCAFguSmQLyjwisK6hLCLIiMWFLLC9msexQrbEYlo+c/vMrs73A0QNNdFaBEAOEaBTI7CIAP65SA+igNKRqG3G2IxAcB6Ah9jjh91z2W3cYvcnAeya8r0AACHEm4QQNwkhbjp8+PDp7eniuRjO7gSQUkMVpK4j4dXDaOSbzkk6kYhdQ5FGwAtIqKBMyqwF0yKC+Q1PFoUo7D6Pln1OftU523D24qz/fO4aSvvPREtJdtA+Gx1WQ4kRAXXu1IQI3A0wcHO8EOk6rU4j4AVlrGLYD1q5DEwjMBp8PYJC2LoE7hryEymrIwjn3E2uQnjvN9lvqWWHfW8NyVoK+O9r2UdPMxDUcSCIeg2xQEAFXz64JTTny55itZfr73CVx14fCoGARPBAIQpPaaZisUia9/3tlw56i6gWttCSW5QJEbTSDPe71lyrFh/w/aQeawQAsCKL6aghOR01BAC7qgUcLYoWIjg+PA4A2Dmze+L7K1nZe7BIEEE62cNSQ1EiyREBO8886CuPCJ7gGsE/xjDGvN0Yc7Ux5uo9e/ac3od861sxeuo/QyGKcNEBoLJ1L7yCUQoGgGuzm6eGmHXQZZ+eg1VjoBy0TnxOLPbUkOsvM+0oZWn3eXTKZ1xlUeCVV50DALj5oRMtsTiihjKI4HQrGHntQii0cssbkjPFicWn1uyk/B3PPdd9p8wggoQaUnVcRwB45EDHAoipIS/eFhUkUXU8+9UNJJsIATtR0mRoaE0AF+CjSVi1NYJGNy3XkO/ntEFqiFa9os/jxzfVCDhl5QOBu5af5rrUHlmxnzccO7cWRwRMO4qooWRhGi4Wf+7+Ixg1CkeXG/yHb7FssAagWOtu+0VjlMYuuxkNV9VPKwZ6lw9l/OweDVx+sXFqSBaWv+8MBHM2EBT5QLBj1hbqdSGCSlYOEbhissSmGxfbjSJEwNcz9hSQTDoDUIB4govFjwC4gD0+3z2X3UbYZbW2ATg65Xs3daw1a3ENAeA96154RRLV0/VqTfBmS7DOla69gF/f1sHFFApmqSHhAsEGs0ZflzBejqyg11xhg+Uff/a+DYvFnNrYyOATeUAE4TPJ4igB3Hi/vcn++QvPc68nqzK5QNCuI2ABHACvNI3F4uCUkUICsoopDWo9YRoId1x8fQBfnEUFREDumhgRxFlgnhpyR3mjYnGqEWTso4U7btQrCAAK6nGVFJB97WUWDX/oNtvmW7PJiHcXtdSQcBqZjJCQFNIHx3/757cA0Pju512Al17pHF+Ar6j3CYVuUMK0AwEAFBWGehzfk7Q+cCIWA8CKlOsggoxrCLDZfsdEvqucyyKCYyOLcnbM7o2/Ixl23ggtKvzyqOlkL9BCBP4+1KPg4mL3gjIqaDlP8EBwI4ArhBCXCCF6sOLvdck21wF4g/v7uwB8zNjZ8zoA3+dcRZcAuALA5zZhnzrHSI3ibAHwk4kXXpGJ6q6KEqCbnaghk50ErPhaA+VMCxGQMAckAl5vDhhtzDVUiMKiitFyZAUdVPYmuufQEoZ106IQPE9MwYP9vtNFBHyiSlsv+J73QkAY4JaHbDuMnfMu25XxxU/BeTqxmNFrABoE15APwkUZLSvpeX7FNAIT9AwpJIwQ3vlF/voIETS17xrLkwG+VKV1DZ1eIKBGZpxWBGKxmFeMd1FD9P5dC3a/Znt2kjy4EtCO15L8xC9CiwmnQSitsTxSuPuREwCA1z77HEgJ7Jzrh3MvBJom3m+oGoUBlMhMZEWFoWmCPgBEVlAaRA0tS7EuNZQNBBNaU+wsBlYj6KKGZnfZ6y5TUAYQNaR8ZXIwKGSooRQR0DWvxjAyNNnj7UQCIngCawSO8/9xAB8CcDuA9xpjbhNC/IIQ4tVus98DsEsIcQ+AnwLwZvfe2wC8F8BXAPwvAP/amA7FcpPGiC9TSaPoAWochFfwTLadyXMeuDCxRkD6QCEKqxFUg/yJZ8EDcJNYf8HWAujpD4GnhsbLcfdCtx97t/WwNKoBxF0kc3UEm4kI6BM4l03UkFJWYAQCNSaT/ki8jqCUpS0YgskEgqJNDUGAF5R5RODe0m4xkVQMu8lVMWooFU0BiwhEwgs3JrNUJdWmbNg1ZCdUojH5AjORawhJICNEkNYNuMff9kyLwpZq+xmfv/8kDAyUZlSQQwRCCAxrjUdPrOL6Ox7D4aUxZgr7Pf/ypZcElxVDmLRIe0AEViNochmtrDDUdRwIaFLPUkNiXWqoZR8FbLbe4frZVQywJiVWk4n2+PA45qo5+1lFf6J9tDaqRQ35Fdo4DduM8oigqaGKsD2fJwgpyDOICMr1N1l/GGM+COCDyXM/z/4eAvjujvf+IoBf3Iz9mGYMm2EsFAOehihE38O6cKO1uf0YESQecskQgaqdRrAaEAErFCkRJolKVhYRANY5NFic6vcU0nH7o6XICkp863c+7zy88y6Fh4+vYTCQPhv2kzazsfHJxR+aDYjIfAJ0c0WLGmogoLTBcy/YgS+PAiLitluPCJoRCwRuMk01ApbpebFYCL9dQARV6KPPxWJVQ1YldNK2oaCCMh0Hgvi9DYoy9JaJvs+NUpShruG0EEG/5RpqTNOuI2i5hsoWRUGv99yEs3fHLO6ol/DAsTUU2+xKd/3+Kg4WFbY1DWa0xqfuOYaxUhDFGnb2F7F7bhZX9CWAk7G4ThOaCG65oBG4OoLcjyx6WNN1nJypNiKYdY33VkRXIIhdQ23U31GIBmCXsNseVatglQw4NjyGHf0d9kHZHUhSREDHPb3nNUJlcSoWKz1ymX8TOQ8j19ATGRF8tY1uRFCH7BocVoebMNIIWJTOTQKkEehkvVk/ASeVzIUo4kAw5SiFCyajpXDBsOz6hZfuRCGJimmLxVH30YRK4PsbHa4O6ohv67Nvlh1po7HaGEhjAqesw3GOjk0qFnsBMUcNJb2GBHw26cViWYX1hU3ca0gm3L+vuRDCO79osovF4nGoLGaUIj9+HmX2Zk8jEMT1EV0agQ8EpBHUw+jYEq3lA4PbP+EK+L7HrX191mIPQgisjTXG2pppd8718dSzF/HUs+dx9cXbsTAIFdr88zn9wZf3tE/ayuIm53opSgyNijUCH/TDufaIQBhkew0R/0/UkEw1gl63RiDstXK0ie+748Pj2DnY6d7frTFYRKC9OymlhkLNjt1Pfo0E+2hABKl91PeEOoOBYFMQwVfTGKphh0YwjhrChYu8XQimjEJBTg4w66Bb2MO+T0KbBqqM2wOk2VlcUOZ6mmygutiKkbaOQFO7YnYhARqDSuLkCYVHTzRAFVNDOoMIosxeFGgSmS8VvPm2/m/6dnZTaKMxbAx6PYFtrhMlTU4iufhb6xFkJgf7uECrshiiLRYXZURX8aIw4dxA3CAghVuzOEcNIaCJoop54XRhGk8NbbRGRCvfyGxSHQFROZHrqRkBmG/pCD4o06JBjhacKe1EeMmeGazWBjsHO3HosUehlw2ecd52GGPw2OpysCHrBpBx5ku/2QC+Y2uw/da211A2EPQwNA22lzlEECbzftFHKUqsOC9+a6xLDfU6xd6dbj+PjmPH3vHRcewloXjC+0tZYgjdqiNI3V5UR8DNGv6a12Mv3keB1SiGCJ7YYvFX1Rg1oww1VDlqqPCcdZjA2ojAGOMRQeFuwNSfX4gCSikoQgRpBsA4ZeD0A4G3vI6WoVmXSqKGDAxKCZyzbQZ3P7ZiFzlnBWU0xfPfx+2POUTQpSHkqCFOTzROLO5J4TWMIJanBWUFtLbtjCsmCEcrlNHj1DUkwnY2aBfONRRaRXtEoOqospZ+h9U0MtQQguNITFlHYGCgqpmNNZ0br/geRS0bIkM0ti9SLGKnYjEJvv497is4lQjAN9yzriH4ZUW57djWEbgGjZqCuIgWpvECu4wRgcpNZEUPQ6PzGgE710IIzPXmsGz0OtRQxj7qnu+ayHe7fPjI+GT0/KHVQ9gz66zqExBBJSuLCMrYNUTH1Ws7EEAzdBparBEoNc5qBNroUO+xAe1wo+NJFwiGapihhiovFrepoTwiIKQgXFFNmk3bLK2BTtabnYwINk4NhcriJaheQAS+qM1NGi+8dDcaZXBkeWhdQ9SUzX0Ob8Xsb2DA9wzig2cs6fN+vxD4eAB47JTtsdLvlSgAP3F4jSA9zkUVH5sujYC1mKDfnWoEFhEEaijKnrWy6xNnvPkagFZN/JxmFIwxnhrynVR1sjANubOqDVJD4xXfrdMjAuYa4kGLnGg+ECDsCwC//KS/pmlfCQ0ybYa21RCuU6wJARBWTC6SQBBNXBAeRXH7aAEE9xQfssSaUfE96c91HPTnq3msQAd7KR/ruYbK/oRAIFAagwOrh/xzYzXGseExhgi631/KEjUM+FoEQDv5a5xYrLVut6FWNYzMIwIvFj/BK4u/qsawGbbrCMg+yqkhmhQ6NAJ7kgUKdwP6ySHSCBgi6HINcRjpEcHGVikjsVhXM/47vP3M2LqBPfMzuHDnHE6ujaE0F4vhWz7kCso69QDWfdU/l9EI6Kb4wgMnIYRBr1dCMI0iuIaS4yzLwJHLSdRQGbmsKukWgpEpIij9nnJEIHTjq57b9lFElcU0IfpJGGghAv99bniU0pvZGDU0XrG/Axn3iWkvTMP3ISfU0/VoX6e1otH63AgNwVp9uVtKQkKoOBCkGkFeLDahnoKPooc16KSOgGie+FzPVXNYRhcisO8xsuymhjpcP4UaY6/SOLBywD93yAUFHwgmaAy+jUiHayg4qqxYzK+R0D+qhmJzRLbFxBk0VD7pAkG+jsCJxSIjFrOJvYUIyj6koX4rbUSgjYKuErGYZXVAByLYQHWx3+fRsqUf3HfQRE1oRQiBp52zDVIa1Er71wFYf71o2w3t78gjAppV+etRAEnqJE6suiDq+qqnFBkhAqo3AMFtOjaqQyxOulGWsrALwTCNgCqL/ULzJvbcd9tHAaNDduv99L7wDCgcpUGfGbVWAAsE5UapoWU0AijZRN8pFiM+liXiY8+dRUAQHamHVOCpw8I0tqDMIgLerFAK6dd1yAUCLQvfnym0mBjD+mG66giSQJCpLAYcIjDKvp7STO47G0fzbYQaQjPGucpEgeCxVbt+9jSIoJKV/W1FnhoSQlgKlxABcw3546ZqP+FLIaN5gqghuUUNbd7IuoacK6UQBWrjNAIdawQkdkarPhV97xriDgogcPfKZSZd1BB9n60j2DgiKKTTNcbLMSJw38czuUFVYsdsBW007jwYvkPAZvi+eyV3DWUyfupICcCvy8Bft9vQZGSPy3nbXe8j1/2/RQ2l9RqyiNtvdCKCQA0BQCkKS6mw1g9eI3Db8IlUqAbCBR+OCGzbhUAN8VYLfjtjIKuACHKuK6/FVDMbpobsOrVtB1eKCDz1QFRNggiI9/d6FAVp2kcZIwIBGwSMsNQn/W5lVEQN5fZBy8Iv0hJRQ8aA+k7xYYoSQ5gO+2ic1c9Vc1hy90vLCuq+k6bqlmuo6HXaP6FGOEcLPLr8qH/qsRUXCOY4IsgXlHlqqKOgDIA3H7QQgWCIgAWCKOiT1rBlH928sdasxcIUgMn20VDtB8BP+r5/jbtB/CTKJjRjFHTRYR81MSJ4PPZRX0dAiCDhGH0mB4mZvoAQwKfvPe4/gxaK8YcjooYygUCIVkaTvk8aA2GAoVsh56VXnG33h00uQLBISnacvUZgmC2UsqEJTefs8SjsBJdMbijygaDQNQphg2A6cdrnYvtoGxGEmz9NBgCGCKrBhqmhWtjfQ4NPDqmwDbBryW2f+vzb1FDoAwWEYjivj8BOENRigmzHwp0zLxazgKWdyA/EYnEB1/ojGbUooQUSsThPDc1Ws1ijz0g7kLr3jFz1clsj6K4jQDPGOZA4vHbYJx+ECM6iPkPFZLG4EfDUUNQ2hr5eltYV1IUIdJO1fyuj0Iiwmt6ZGk+qQKC0wlqz5otT/CgqAAYF48lTjSCF5VJIoOyjIETgJ4fYl68cNdQSh1gRGpC6hjaGCLxryE1KnGOkDpG+e6YxkMJAG+N7yAsH/2nEXH97oidB0T6Xf58wBoIdx+2zzloHAWnCcfLZI3dbuTqCvFico4ZCIKhk6cTidvdRX9sQ1QJYRADEQZkyODOpoAyAZNRQznVFtQ2qGmyMGqqtWMzbVUR0QSYbDxN/LBaTjuBfp2uPDiFb54DOLWkEkiECEouJGqo5bcYQgWqJxeQaame0aw65TUMNzZazWKWlZFOahhCBC3JZaqhjIoca4VxjUSEhgYeWHsL2/na/gtkksdknH0lNSXQfCWl7BiVtqCNEwIJDNN8QO9G1VvMmjCdVIKAFMKKVkAA/uZRC+skgZx8FwiRiq1V7EKQR6BgOFnTzuMwkPfGU7UaTXVHZiynxM08avqBsvOQDQWTnc2jF0x2Ox37xFWfBUNDCBETADxO7UH3A66CGjNYOacQieiPsROUf01KQqSgvKy8ubowakhE15GG4b+UrInGfWkzQtrQP/gZNXUOGrVtgAFm1A0FaUAYATdHfuGsIiAJBZ4uJBBFIY39nixqiQEeoN0GxpCVZasj+SuHapvAESCb2VI4QlSh8EV7QCGxlcU4sHhb2fXmxOA4Ec9UcVvU61JC7jPMtJro0ghEuFHb7+07eBwC4/9T9uGjxorDNpIIyCJt8pGIxD+JC2ow/bTFBwV3VnXUEofhxixralLHm2vpmqSHYSaSLGkoRgRDCIQI7AfiJhU4wBJQQbY2A99xHEgiADa9S5pfJMxq6aiOC9GaliexZ520PEzfL0Pm+AvHznN4KiCAfCIZj53lJAoFCSg2R5zwgLysWFwki6BKLq8nUELX9SKin4PwJNSFc/PQaRpJ52548IfOmQKCMylNDbvKuq749r9MWBY1XoIRAybJif8xME5kT6BwFu6gV8dPKXx88SCxOP1c37HcKW0dgjEeSxtigIDOuIU4NqZZYTL2G2tQGLR27XosJwN63q7q24asVCBw15L4j33SuOxBcIe33333CLrDzwMkH2oGgSywW0jq8EgdZaiNWskBX0zmtbeEYXXv8/vXnegsRbM5YdRlZnhqywqdfmIZuoiLWCChCEyKQOgjIQMiQpRPcqMd4l33UC3hEJ/TmT4Machka0VB8ImMtEiJ6QEpU1BcJBrUy0Wf6vzuon1AQ02E11WHdYv6ZCnYi8vvnrYaJWFxUfuKoxDoageKBwCGCTPdRAHZFOd5y2oQgVCc0UHT8iF7RTA8CUDh02UUN+YXjyz5gVPdklI7xMhrEgSDnGpIi9GjybhUgEod9W+0kEPBlROlzfaUyjNUIDKsjMBbleWqJucwiaogdR/tkNzVEgSDbfTSlhqpZaBiMcv2G1BiQFcbuvS1qaEJGDzXCtmIGe2f34u7jd+PU+BQOrR3CJdsuCdsU/W6xGMI61YoYEUT1OELaQNDEvYbCvFI7R12sw3EacIsa2qSx2rhAkFJDfrIO1FDaa6hLIyCxOD35hQsEqsy7hlKxOEYEG6ss9nRW0UYEkcWPVZfyBXQEgDsOnIo+kwa/QDaCCPqFgBTt9zZwdEOKCFjApBYTWWqoyAQCRg1VoEDgJmATuo/afQwLsQN2MpfpsQKH5nHWy9s925ZGDhHo9jUAcGrIZajT0kNj0gjaiKBVR5AgAgljEWnaa4iuNbIuk1js13FobMJAriEAwl3rRKfZIGP89kBMDWkps9RQgXDN87HmrpFpqCG6b1dFphW1GgNFD2NX1ZxvMdEtFqPs4codV+KOY3fgy0e+DAC4atdVYZty0C0WA7ZlOaMjgTghKERh3T8qpoaiCmLWxRUI6DUEgi2xeFOGp4aqhBqiNr/s5vEZ10REEOoIWq4hWM98SyNglAWQCQT9+Q2tSWCdTi54lQERpBmt71uvGaXgJnNpgNE4ZBvraQRcLOYXLtUKADYQ5GglJWzTOd9iwvfcDzZdrxGI8Bu7xeKYGqpEYRdJT+2jXiOIG8cJGI8IeFM2f/zot9MEyW5MaYDCoUseIHJicUMLqE/binq8gqaoWjwz/aasRkATs7FBKvzGeGEl3zQuqX2hFhPBNWTFYgG3joXTfeiaSNGSgIAS0iMCjyzdmsVNJqMduqA5TWUxIfnVXCtqVQNFhZG7njZqH0XRx/P2Pg/3nLgHH77/wxAQ2Ld7X9hmkkZA7VQIEeQKM2UxGRHAzhep9TjSH3MV1Zs0nlSBwFNDLUTANIK04lfGE3mECIoKhVskpOUagj25KhGbuxCBvwBORyOg1tll2NeWpdA9x4td+CR+5Vlz/m/FVquXmclcMAjLL9yHjwdXjDSavZNNYgh0AxAQgeAagbYaQc1bLEyqLM5SQ+E4Ux2B3Y943eGCUUPcDukDFX2NlFEtiT02BoLZR9NCIn7MFFEVUyOCZdSyiAIBpwv8JM+FWo8IEDm2OK0FMLGYrUlMv4HQkF07wp5HjggKV23Mjxe/trUIriF/HFRtVyjLaQTuHK/XawjgiEBm7KMOEbj3Zl1DugFygmszAso+rjn/GgDAn9/953jOWc8JjiHABgJdI7dWCO1lnRSLtuoIhASaYaQReAOAAFRyT3rnYRLAz8R4UgWCbrGY+OPAE7daTCSrQxW+sljlXUOwkx6fnPnrKQV12hqBKHzRFhem0yyRnuOTXQhaBrtnw013y0Oh+RbveEjHgCMCwS6hHTPh5hPGZDWCBrFYHLLHxDVUVH4SLnkbiWwdAXMNQcRtqEkspha/QDSRSrQDQSGKoGEQ8kFcrU3vFdVM4HIzEwBN5DVRWlMHglUoWUaBgPYtajCXQQTSnZXUKOD1KIYICOnQ+8OKZ1YjIBqP6ggkwqTBqTTAURlSeoTKK4sLBCMGHxQIpqKGIkSQEYtZIMjWEbh9aQ0XCC7ffjm+4YJvgIDAG5/xxuT9/bBtMjwiYHQkkCACUdhAoJKlKmlegbDLuCZJRFrzcqbG42pDLYTYCeA9AC4GcD+A7zHGHE+2eTaA3wKwCJsk/6Ix5j3utWsBvBQAzTw/ZIy5+fHs06ThNYJULCZnELPceZhftBFBKFKyYnHeNeSifFKQltYR0GLn3r65UY1AhkXnDasjSLNEmvhzPWoE7OTsP1OU3lFiNH+eaQRu8njsVO1TosvPWsQXXN8uXz1sYj1CwTi0YN9f05rAaUGZLOOma77FBCerkHENCQwRawQcERRkH50QCLhrg+gpbsnlNk1Ug5AxZ6ih0GLCHaSNUENSRkEFCJNDto6AznU54wMebRM1FeRJiAjWYUK6dluH3rRtru7dcjC+qV2KgKSQ0ELaamzJxeLG6m+mTW0QhsyvRzABEeTE4qIM1FBOI6DtqkHmvX0IIfDWr38rVpoVLPYW421o/9QIQDx/VHQ8ZIz2UxuxlhKoR35tc4DNBwCUaFeSx4jgzAWCx4sI3gzgemPMFQCud4/TsQrg9caYqwC8CsCvCyG2s9d/1hjzbPffzY9zfyYOooa67aMBPgcRMxZ7KRsjsbhwnSB5Faf919gbiNBGcuJ5HUGU9fXmN7YegSg916vcZMOpm9Til/LGdl8RLYP3/Et2+7+PLIUMaGVk33titcHRlYQHZscIAMCoIeKPAUtH2JYWLhD6grJADfmmc1lqKGlDzYMEgBKu+yjTCKxYTIggXt9XGjMREfg1nXMCvGsrQMd1IjVEnHU9Jdobr6CRRRRU6LNTROAzetqvagABjhDCojpA4JoVAhUEwK/dYB8bGIgWNSSNbzPVsssS/aFNighqVEmwpDEksVgyKqcj6FMCt5ZFBJbn76aG3ONOROASPlm0gwAQAkkWEdh7p2b9rYAuRJBfqlIJ14crgwjCeXviUkOvAfAH7u8/APDadANjzF3GmLvd348COARgz+P83tMaRA21NQJXUGYYIqDqyMT+GWsEfQgXsb0IS5ZMtzSfSsTmllhsmjjrOw2NgAyNmtU80H4Q1SWSi4xPzoB1h/hdKML+LPbC38eW7WetjRV6rhDo/B1BW+AXvjDBPhpNNnCBR5MFsd1iwgcC+o0TF6axVeFEHVXCWflSjaAIGkEbEVTRsYqotQwiiCpH3ToKEYRn59OLxfTctNXF42U0Qvr300jpAsEERr9f5azVCHSghgQzQhQM9XJ0x+2mGgZaBNdQqCMwFgkhrxEYRj8Gsbj27rLUOTR02fQMD3iO70fS8HCutNfaipSbTw2lgSMdhAgyFtLKdCCCNLsXwovFrZYzGWooRQRnkhp6vIFgrzGGWvYdBLB30sZCiOcD6AG4lz39i0KIW4UQbxVCdJ4NIcSbhBA3CSFuOnz48Gnt7GqzCgGRaUNN9A/TCFwVciGDEwdIXENlD4VSUaWq1wJgqSGdUEO8OhToQATNENme65kRbJkiCjoeEZh2luu3ESFo8WXw+P5sH4S/L95txbMLds5hh2sZkbM32s80oM6k0SQKyzMTFdUkgcAjgqLyiGBiryHi3qllNURnG2pgOo2A0BMAL1hnnVhusvI3bCYT9HUExelQQ6KlEUiZeMsziEBUA5uIJPRRCxEwlxA9pm1JI5CutiCqI3CTN08y6F8lJHR6HFTdQlM0hk55HnA0qZs28kNw+6121RGUvfWpoZzzR42CBtA1vEbQDiTUDK5OEoWWAyiDCIKbrhsR+CSzy/66CWPdQCCE+KgQ4suZ/17DtzPWStFZNimEOAfAuwD8sDF+1vn3AJ4K4GsA7ATw77reb4x5uzHmamPM1Xv2nB6gWK1XMSgHMYUB+IuuNCGL8v1SysmIwIvFaUGZMbY3e0IJpcU/pBH4QY3npqQQ/ETTX4gy0paTJJNt0AQiYCKNIJ3Q/a45pBDRSpwaYv55izBE2J6EVmi7HgFNJkQNkZgrpXMNlR320UQjoImS1i32YnEIuLF9FK5YigWCol1QFgKX+xrI1mRWFCFJiCB8psiu9ohgA9SQkFmxOC0oSwOUrGYgWBM9HwjICUdN40y8ULpx7SQ8AoANBFGLCScYA+3M1052wovFkWuIJrxEMF6DQV9rSI4UVI1WvQiYRpC1j8Z1BFnXEH02H8Z4sXji8IEggwg0UUPxb0yvg2YCItAQ7W6zadBv/gnFYmPMy7teE0I8JoQ4xxhzwE30hzq2WwTwAQA/Z4z5DPtsQhMjIcTvA/iZDe39BscffuUP8y8QImBiKq27WnRoBDS5SN3EbQdECAQGobK4xQmyVhYRNUStqEfLwGDbur/Ji5H9+YmNyFIqiO+LFYtV63kgcQ2x30CfVSRFMzQiaihyMTlE4Kkhyq5dMBa0HkEZFmaZ1GKCMkcdEAHXCFotJtw5Vlr5/aM2ImnxHQC/ipeU4Tf7gMGMBBGEz7iGGgqSU1NDK6ixfV3XUO5cy2oGEqdaK5R5dEioVyvIQkbXRewaEhA6UEPWXgpPDWU1Al9QxtbN1jVKIQFW0U1jaBQGxsQTtK6ziGBQDiAgnH00QcyujsBTQ7k6AgCtWgLdAGwtgc7hqaGcRuBoXhmfh3RStwvTjKBMOGdcLNairS9FQf8JTA1dB+AN7u83APirdAMhRA/A+wH8oTHmfclr57h/Bay+8OXHuT+nN7xGYIKtk7zQSRvpyDVU9r23t06KaKTRdv3WBBHkqKGIB95gB1IPLXtzkxuRYRIiSKghvmaxy9y53RQIdIDsEIup3w3fFiCBMnxfOG5tjSBbR5BbsxjwVFqghhJEwG29rgDQB8IkEETHj+kcqfWXGwm00XFLcTqWhNhoQp+GGjLGaQQZaigjFmddQyZBBOxWp15Bxjm7WpQhIQABSKP8msWECGhrrinQvhjWxsQHREYN1clkNjTaBQKW4ZNGkAwpJGaKQR4RNCPQwvWVrKLfBKCb2qGJvWx/X/b9maK00iU1tTdEZBICUUILAdPEq7dxsTi3/gQ/1+UZLCh7XPZRAL8M4L1CiDcCeADA9wCAEOJqAD9mjPkX7rlrAOwSQvyQex/ZRP9YCLEHdt64GcCPPc79mTj+13f+L5wcnWy/4CuL7Um0VZQkFrc1Am//KorWSlz+piDXUFpQllBDta4TjYDWJJjOObQeIsitIgXA9x6y+xyLxTlqKNIUkr/5Z4b30SfHVJIm15CJEYFkhXu1ttnddHUEoXoVsE7WaIUy0ghc/yGquFUmgwgyLROInuKBM4iywa6bVvvS8OcHxl5n01BDagwY1eo+yr8re67JJVTNQgxNZIeNusuySTRLGVKTObAWE64fqWS0Xhr47KpuVEdQhc/19GfdooaGUJjRCSJQTZYaAoDZcqbDPhrE4hYtBLCEoSsQJLph6/2TqCGX1CUFZVFCJSQaEZgGrxlSwgLRiQj8eZ22T9VpjMcVCIwxRwF8Y+b5mwD8C/f3HwH4o473v+zxfP9Gx3nz5+G8+fPaL3hqyA5lVIsa4l1DrbNaAGWvlR157k8bLwBFzyfZW6dGMGUg8IGlN5tdrCTnhAHiyU6aQNXwz7SvBbupfy6ihors+2whUoYagssqGSICkGlD3WUfTTWClBpCqw21/91F5esI7CIrbv+Ktn20hQi6xGJ3LLUJC9NkqSHdANXsdNSQQ4M1TMs1RMcnWl85sQqLagZiGCOCOBCESZfrN/45qr4GILWyC9k7asjqSYi/j13jWgjolBpR45azicaaRwTrU0MAMFvNdBSUhcrillAMhIk8zejpce49fEwqKKOlO33H2ryNeAwB7d7fmg+EpYeyiMC3mHiCFpT9bzPI68+yey8WT9QI+kz0jFdlKoyGETL0c5F515Bf7YzGBqkh+jzVm5uoEeQyP64RcLEumtzdMUntpynHyZ/zj90EE1svrUZAnxv4dkcNyVBQpkgsnmQf9Zme/ZzKdFBDACArSBMQga+slvHKUnzi5IggDQRFGWjDSCMQMSUAuMmhNzvdeXVJQAPTRgTStuBIq4YB+N8kerN+CVWgPdlHgaCDGlJGwQhhqU/BxWLdrixm6NCKxQkyUjXKhFajsWZqGwg4ZeT4/tyYLWexNqHpXHbheqBbLPaI4PQ1gsqdC/rkXDvyQhbWTs6uJyDWCBREq2NphP7OICJ4vBrB/x6DCspoZSejQk911wwrUBs6CJBlr+2ppsnPaFdck9hKU9eQydhHgekDAVEgvdnWd0kho6wtN5HTaxwRxNRQmEz46mvZbSOaiOkIjKM2SKghushZvUaoI2CIoGvxeu8acnAcplVHEBBBCencNIa1wJhkH6UsL6KLKOObxjXEJ8BqdroWE+7cN0a3CsoKUUTrEaQagRQSqGYhmN6VJgE8EHB0x7f1egPVEbj+TJYaQut40b9KCN+xNWo6xwMiG0PdYGB0ohFMCATVnKsj6HANdVFDZYd91Pc1Wg8RTCgoc4Ve1M1Vu/OWBljK+oGYThOgOgITXztpO5GtQHCGB7OPAg4R+KwvbjGRIgKfHSVwsDDaZkcmzg6y1NDj0Ai8CFfOZL8rWo+Ai72MtxcQkWuI70+RoZti+2gMf8Pn8wZ8MTVhXUPh9wOIhFelqY6A7Y/XCDKVxYDPKCvjWgJTF1lWzg9ZebHYWoCJGupGBHRUcgK8YBpBVEewSdRQA50Vi0O7BxG3vnC9glDN+K64QNwbCkg0gsREEJaqDOvk8kI6uwRpSJhon/y+QQTLLX2uqluFlDSGusFAm7huZiI1NDeBGqow1l3UUEdBGXH+UyOCtkZAdlxCt2TLjb5eFK6NhH0cBWZI247GtBOruLK4o2neJoytQAB0UENO3S8ziID3GkqoIe8a0spG+SRL91QO2VS1ymsEU7ai9jdYb6aNCMACgeymhiRRAOw1/zerTkWGJumihiR73KIfjPGIoPGTZxsR1ELYBmpCdmsECTVEqI43D/T7WFQoXK2IFYvpIzOVxcS7e0FdtAJBwdp+8zYjOWpIGbVxasjobGVx1OYEiPZLwiICiQQRcGqIOWey1FCECFWkQRRmcmWxzuhi0LVvIdIqKDM1ZlquocmIoLP7aNm31FBqHQUmBAJCBFMGgkxWXpFGQI7DlO6FQ3KwojCQ6HDC0plaIIsIeJPD1u/epLEVCIAgFutAV/jFNdhiLwD8ClW+stjdFHwSAWxQySGCNDNqu4Y2SA2Rp9shgmhheVm0+s3Q4HUFAmKCRtCmhvjoooZgWMVpwlELMETgaZbMwjQQvhAJugHI/RPtAInFrsVEMklFgcAtYN+mhjJ1BF4sdvsr2oFAMGqoUyNoIYKNUEOqExHk+tXQUpOoZiAMPEWT0oI8ELRMBMm5kjp8j0UE3RqBrT8QEYqyb6x9QGuJxSqjEXRUFgO239BqlhoKdQR511BHICCxOG1E1/X+LCIINC8QqKHo7dIhAvc4RgTCIQIT30+uuNIneDDZQLQZYysQAP6iqxAE3MZVKBbJCmMRBcSpocRKJ7VyDopEI2AUE31edLMXpc0+prWPupu6qWZiYRT2po7ojoQaCq0BZNRnPcryM5XJXYgg/m4DalHdyjLBxeK2fTR0H4UrRIKbHDLeBtbPBmANwBgiiF1DpmUfpSCUW6uhEQJFoo34Y1p2aATcPeU6Sm6UGtIA1DqIIOdEE0IA5QASyUTN4mfLPsqDNEN+QEINaRWLxSzJ8PsmRJv+UBMQga4dNcTF4vFEsThLDbk6gk7XUJfrhyb2x1FQRoiAWIFGN1lEoFz/JnpMQ7rgmbqGUspRGmRbXGzG2AoEgL/oCh3a62pF8D9GBJ4Ccoigq++KNNZ214kIODWUTnAbaDxXuIymqfoRXUD7yBuPtagh5urpooYIJXFEEGkECcrwnwEg6jWE5DX6/d6T7wKu5OsRJIggFwharqHY4x4dE+caUka5dgruaTdx8HPrJ1cRax3RPrtumK0bNsMPb8g1NFqKayjY4FmiPwesr1QhijY1hJQairPanGvIP2aIoDGNo/XiYxxrBIH+KJl+0x0IxpmCsknUkHUNGT4ha2XXgz4t15D73vU0gqK0iDQrFo+j3xYlH25IIaFgfDfbNDHSwvZ3irScVCwGthDBGR3C2g0Lz1s3UO6iF5T1UTdPwyb8ou+poRwiUALdiICJpTwLALChNQlIqFLloBUIhBDxZJAEgsjVwxFBVEfAWlSw7bN1BKlYzCYIfoELY5hYTK6hNiJQwrYGBzABEVThdcSBgLzv/vcUZUAEWrUCQbrYO2DrCHg9BH020EYEufUIADshWkQwMx01NFqKayj4Z4lyokYQxGJeo5Gc+9Q1NEEjEDpoBEorCKP8anJ5jUBEllv7xsY3J+TUkNIKY11jxuikjmACNVTOohHC96iyHxQWslmfGupABOsFAtomV1DWxGJxlhpyYjE1bOHHuISAkmUL0fPiQQE3WW8FgjM8ip7vImhXm2rswUnaUMeIoB8KytKbQisH7xNEkFJDqWsIAHoL0yOC2l6Yqhq0MhFPSQBRIzogFQmln5j5PgKxWOwRQRIU/LYR1xwCAZ9Y7beB2UepUR5zDbGCspIuUd1RbZo0nfOdIHXd5uxl5VsvGBhP+RSJayhas1iE/Jie83pQUlmcKyQCXKtwrYBqbkpqaDlur8F/LtMjWk40E+yjEoAm50/q2mqG0W+K9ZtEPKbgAteUzmh/vPKuISaI8l5DSa9+AL5TaKugrKPpHMBWKeMTsgqC71iPW3QaANYi4jTrCGibHDXEKCH6t0UNSUsN5VxDErAruyX3Lz/XBZ2jM1RUthUIaMgqBAKjoHVt+eakoCya8IteKCjTLEDA3kAaaC1hSRRNp0YAbAwRuBuiKfttjYA1GmtPxmECkEJCMMgeN49TYXs2sa+LCAyjVFqCZAgwtI6t4GIxdR/FFBpB0oa6Yqiu1fKhqFAY411Dwn6x75eUbTonJWQC5/2iRW6BI68RZOyjAEMERA2xRn7ZMVpG01/w741+LmtnkdMIrGtoxlOW/vfw469q/5vSib+1boWOrZBSa3+u0spiS3/ArTnBPleNfaDndQS0PshApwVl+V5DAOtAqnggIETQw6gZtdvMA1ZLEjJTRzBliwnA6gi5XkNEDZluasjSPLodJAHXsr5o3b9EA0afl/n+zRhbgYBGUXo+vNGNs+IBoWtlnA3aOoJQUJa6hmQHIqD3cmqolcFsQCMoXROzphyEQjf2PTlvPD0Obg8ZuYZSasBuI7ITe/qZ/m/2OHUc2ZYWzjVFWTujWRrTAEWFWogpxOKkxQQTi1vHXpZRHUEB2HOYBnmWQdcMEXi/PvWLYdZi7hpqUUOitL+pmrFc9nrwfrSExtmIp0EEfr88NTQb3dhCpK4tA3QE6VRPkDqhG42GKPqREYEHJAOrq0QToWpQJsEDAIZuMm9pBBOoIVqTYEWzCdG3iagwVMM8NQTkJ3IKDOuJxUAnIijdc8QWqA631yREoNySs615gnqbsaB6JsZWIKBR9Pyi3o1poHVj+X/W+gBIJvyyN8E11GQ1AvqbJo2WfRSwrahHS9PttqMaVDXIIwJeWdxBAUghIVhBD98fmdmePs8fB/a7wucHK1wrCAF+lazGt+DIr1lcUgBRDVo1BECbGtKTEYF0nCstsoKiagcCGVcW0y/0tB61E6kS1xDpHTK+rYJGQGtNrKMTjJdQu0DQ6jXExOJUd/KFTE4j8O9JqSED5PpA0eOYGqqjIF4YbZEwSzJSRKAhUPBAoGtfJ8I1gqFDszMboIZolbLVtFsp4MXiQdGR3Re9x0kNDbIagVRjFGBONa2iewFgSI499q/BUkMtRCDaVuEtauhMD1l5sdjaR5WlfZLF6yONoOh7B0WrjkA30GyVqLTtAOcT0wwS/W3A8NRUu124SaUpehM1ghY9wJ08CTWU0jj0HEcE8d/t99Hn+u9OMlLfdM63mHCtwGXJWkwg1ggmuoacWKwzGgGvLHYCskcEsowKpoB44lQsEARqiBDBrP98vupZzkPuqSFg/VbUo2U0btsusZijv8je6amhMPj5sr8PgRpKHF2txwk1JFzVN6cduX1UC5v1RoFA1XlE4CbVln10YmWxo4YiRGDfa1wg6HdN6mUvYx/dADVU9vL2zWZs259PooakpYayriEDKDEBEXATyBYiOMOjqAIi0A00uUpSjcCErBFl3/ddiSgjYywiSFaJ8l8lwiLyWbG4vzA1IqhGdlJRrmYhze6mWqpSSMh1AkFcd5C0p8i8T6afk1pL2QLq/L0tRBC5hjKTQ9JiomRIq2XnLIJYrI22XTSLXhbtBbFY+G6bLY2gijWCSWKxryMA1kcEU1BDkUbAbK2BGgqQoMX7Iy72m1hZnASCwmi7DocI/Yg4NaQMbF99mlpcsViZNPYDmEaQ7TW0jkag24hgJO3v6KaGcohgaBOWDgQSjQ5EgGaICnJ9asjk6wgKGLfEp04qjgMi8DbqrUBwhkdRoaAs3TTQprF8c7KwjO8yCisWZ11DqkZhjG/UBST9exg1lA0Eg0VgvBQVeXXudk1VqE3bPorQc6clFjMKQAgZLVXJM1qaBCOnENiiNh0agQC8CNuaXAy8JuGpIZ5V8oIy8ECwvmuIi8Utzt5ZhGONoIp8+On+NoAP9hw5CGMg3MQuIf2avkBeLLYtJqbsIzVeRuOCTCXyi9dPriwexNRQhprjRoHJriEVU4JGezqtRQ1JrhGw8wb4dT0iakgxaqjVfXQd1xCvR3BZ/ch952RqKCMWT4MGALtdbiJWY5SMhs1RQ6UooaGzlcXSGKiMayh3rp+QBWVCiJ1CiI8IIe52/+7o2E4JIW52/13Hnr9ECPFZIcQ9Qoj3CLua2T/NKCrPL1tqqLHwOeHCo5XIyn6rxUQhC6BZsyX+Sb8X/1UJNZROHOgv2n+nQAWF60lEnHhKQXW1oeatBKQsILjLhLfCpe277KOIL1z/PhPXEbQyUuLyWVM7+peazimI0Cddq7xGkPYaUgERcDsobSuda8guu2gsNUTnNlNQ1oiAeIJYXNtf7doSeHdHZq1awInFugntQ9brIzVaQtOzgWAqRCACIrCBIBaL243lTIQIUuSWUkHSxIEBRT8KBP7cwQqitkI25rRp7e/HTQ05RLDGA4F779Bdw53UUNFrT+TTrFfM359FBCOUkPn+Vm7Y46XyvYbgCsoyiD49109URPBmANcbY64AcL17nBtrxphnu/9ezZ7/rwDeaoy5HMBxAG98nPtz+kMyRECTKnvZI4LUNZSuRyAk0IxQwBaPZDUCTg2ZnEZgrYPTBILSTSq+kVoy2ecaqdFjn+mJIkz4yDlM4skk6lzagQjsa0VrG/tZJhxrWqiGNSrTRgNCJoigng4RMHrPIwLaxulAnnclaiil/dixagCvA3lRVo/tXjn7KCG8xjStiZW+v9FNOK/rIYLRkkcEk1YoyyECAREhVaBtFJCJtXdiZTEQOcoKrdx1L1tUmC2aMlCsLYen7Bw1xOsIiBqaEUUIBMa4mpF1NAKT2E0BjNxXdiKCHMffjKZzDAGOGsrYN9UYFdPjlGk3nZPCosaca6g0lhpKA4g/11pBPsEDwWsA/IH7+w9g1x2eagh79b0MwPtO5/2bPorKrzRkb2oVLma0EYEUEhAC0k3iUYCo16IAkd5sRBUQRdGyjw4IEawvGJduUmllDpheLJai8FRC2o1SZLfn6x13UUMmyhRT/YDE6Yb1rqHPUEYBQqARkiGC6aihnEYQXEPWIuwDAYxtHOgn+FyvoUANcZtmYUxABCJUFrfQnfv+xrBAMAkRuPWKa5el5lxDHtEkwdhTQ0K0roP0nEb6UHRuUhrJRMWGkVjc0WKC6ggAeBG/LNt1BN4+KsowwbEq4dygSX6VN69z7x1iGo3gcSCCDvso6jWUTI/z60Lwt7rKYc3uIRrStayfjAhihLXZ4/EGgr3GmAPu74MA9nZsNxBC3CSE+IwQ4rXuuV0AThjjr4yHAWTWkbRDCPEm9xk3HT58+HHudmYUvbDAhGmgWZtiIEwmY1qwhvjvZJlDiwiGEWWUXhQEq+k9bbF449QQuWTSyX6qOgLJnD+IHSY5sdgyZlwjENG29nNYZXHa58ggFJSxnj+APc6krdTcPuomoPYByFNDjW78jckRgWQagXAFg5EP3/1OT7cgoKLQHsTVmGTWI2i1CwEvKHPU0HjCeW2GgG5Qu8/OIQJfbZrYRw0LviK5DrqE/LTGo5UImICIAIcOyn4ryaB/taOGvMjvF3iyk22WGpJFaDNOWkEHNVTIAjOQSSCw7xk540G2oAywmX9uPYLHEwi0smK4KKKmczlKD4Bf1zgW4DsQAVuNjno1namCsnWlciHERwGcnXnp5/gDY4wRQpjMdgBwkTHmESHEpQA+JoT4EoCTG9lRY8zbAbwdAP7/9r482LasrO/37eEMd3pjv0fTdNO0EBmMAmlJVCpRxBK0CJgQC5NYGKGMSUwlZaDQUEkZkxREUYJAaywwYokDAjIpARoBLZCG19DQDUh3091008O7r990p3PuOWfvL3+s6Vtrr3XOue8O3fbbX9Wtu8+ezjprr72+9ft90/XXXz8jNPMSJCuQTyZAblJMVG4SAhqeJfYlzMrm/snQXhlzD7UpCWYpgjlcSIvtdWCpbKwSzfckEYHnBeRsBLFJ2+yXydeksdGdy3Z1TADIRFOHAWVEniLoookqKq4UIjBPOkUXhLmG6oiNwIss1ooAtVrV5z4iaNAtcPn3JYWkqCGHCEw9gpQiGEwGKj4EmI4IjM2nnK4IYknnAGm49b1PQuXuxZB4aIEa1BDLYENNDRGJ4jXSvsOsYy98RVBoGi0aR0Clm6Dn8OtfoBybkNSQusbaCJKIoGxy/LqOwVwSyzWkP5dG2UONo8Vs0f9qQy0H7uiAem9qUnWhY4hALfAMNbQ/iGCmImDm56eOEdFpIrqSmR8koisBrCbucb/+fxcRfRLAswC8B8BhIio0KngCgPsv4TfsjeQdz0ZQsatgBTRtBHbwx8Ltx0ObemJUj6Iw0XDK5rMnO6CG8uFFAMcbq0TTRvmyhjYCm300czaC5sQgzhcrfGlstOdyZT1oiGEHb1MJubgFhg9LDdKqudY2Ai3VWEXmhiLKIQJwhcTrSTPlQ1YEAWVNRBDSLRXcitidVynEJ9xHY/1vpBFQNg3p6Wc+0VTKtHoE5rt8Ksfx9YBzFHDPyyiCuNdQkyoCWLoWa2SWsU8nme9UKhaOVjWKQFM6oY0gpxyFdOsU6SJSskA5NrkZR7A9SxEUXWAYrD8nwx16DQUrcp3rqxC1PyY8aXp76TE4yl3gpD3GrpphzGuoZlGp7lFqI/gAgJfr7ZcDeH94AhEdIaKu3j4O4PsAfJWZGcAnALx02vUHJnmJ0vi2c4U6ZSOofEQQ1rtViGDgUk9U44QHwTRqyHDJMxRBNXYpJupJdEUht8OVn1sVOuzToAoMUoCPCHxqSJ9b14GycJONhwiyTBkdtcSM8lVdqTTU5kDKk4RI2QlMriFPmetiNea6vERe1y4yV0TJmmvCVbakruxigCeqXwrfRhCrTGW+f1yPgSxT9NA0Y7GpTpbHFYGdHOraotSQDlT/ffQnqSB1jVMiDdtRaNyX9azrifIaiqAQIlJBlETumRpqqGxSQ4PJAL2iB8pFTWqbLiKtCBapxIBEyUZjLJ5JDcXiCEbzG4vzWECaMniXVE6lhhwi8JNYAspGYKoZxhDBpJ44hPcoVQSvB/BDRHQHgOfrzyCi64nobfqcpwE4RURfgpr4X8/MX9XHXgPg54noTiibwdt32Z5Ll9z3Gppw7YJiIGwEpmCNpYZ0LnuJFLTXkDk/VqRiT6ih7XU7UU54Es1eKL8zPObZCAQF5K/e3X4voAz+hAkoH3OnXHL/fG+y8dNexwzOChGQo4aqtCcJstJ5p8TcR81Ll5XI9MrdFGIPcw1ZRSBdaLWHl4vg1Qbu0vcaSiGCji6Yoj7MSB9iqCH9W3fiPiq3M3GdXPWbM42imBZoCCj+mhrUUBmtVW0QgWcsnri8TJkwqALKWNzLe74R10zU06ihrISXicsYi3U7pxuLI2mo56aGdECZTBpoEEFeOEQwxUYQRQS18iZKeQ0pJwTfFrbXMkc4XVqY+SyAH4zsPwXglXr7MwD+buL6uwA8Zzdt2DPJSlu5yfnkp72GLCzPSwCjpteQyIsfdSdkgQhC99HOoop2nIUIhheVURawNoKQGjLS4P6l509W+NRQxFjsBZGB4oiAaxFrkDvqCf4qM0MGEgFEUUTAFSoiW4N4WtUq5KUrVVlNAHQ8RCDjCAqGrwgK3300yrubWAcbeNaMOg/pGimdrGPHB7ozEIFWEmblGHoNFVnRyEgZVQTBOAipPIkI/PQTzXQU7CECZSzOxrHvzHSGTfFMBdUjky0CykbQK3pANnRGYpsELvGsASxmJc5Kc6R2Cd3WzzvtPhozFu8koEyksi5M6UqFCIqswLYoYp9GBIqys+OkrpFhBiIwBYf0InM/ZLeI4LEjeYm8clWz1EvdXPVMKpFiArAVzKTHCSbbtmPH9bgx0WeU2aA1IIIIiOZLM6EVhTEK7wQR+Ct8R4I1Aowi53v2BTnBC0SALCh8I9uV5TbFBCBWj6LNNdcq15A1FqfTDiDLBTXkXsYmIiiQgYUiqD1EYFx9G30XBL1Zl9cg9iHM/mqkiQjmoYbiisCsqlOIwE70QblMp+AAZKUXEDh1wQB46Ueonnh2FXMNoL1cbByBFkH1FFnhFCKUIugXfTXpN6ih9Cp9MetgU9JXISJIBpSVzTiCattN6rPElrsUBuOxMRZ3/DgCarIAADDW77rt42obGQM1IVmYxqaeiLm/7pG0isBIXqLUnayCs5rVvmSAln0JC0cN2Yc4GThFUI0bk0NIDUULacyTeE4bvsqIJwnQXCn63iAi11BWQEYWh+6DZp83+ZO7jz1XrhwlNdTwGsr9+gfimEQEY3JppVGlo019asjxtGb1KW0EGVwa6lAR2JVX0HcUKgLUDeXlcsI0QXaZlZZSRHd5BiLQxuLMJeGTEgsoi1FrHjUknzVIRR5L+01oO5L3Y/aflfbeCicsc23NddRGgKKLMit9G0E1ENTQ/MbixbyrFIEZb8ZGUM9ABNE01Ds0FgP+qnxiqKFyKjVkUKlCBGJ8TbZRQJn1w4VEwwkh7z5q4wgeO5KVyM0kwsprKKbVbRyBmTD0oPPiBcYDUZy9aSw2XiReWopQeitzUENr9noz8YVJq+R2KoJUeg0BaFADdh+57RgiMBlF3T3jk01GpEoeWpqi6aZrEQGEIkglBstLG7hElcoEOa7HXsI9dfMSOTcVQYxO81fFNSBiBCpuKgITR9BAd9ghIrA2AvVdUTQZ2Aii7Q9sBEYIAMqeoPAitayD8z1jcaWNxREDtVVSlLlcR2YFnpe+QoSghvKY++gUr6G8g82MHJ1kUkzoaOOpXkONyOJ0EZzo9YCvTKz7aHcuY/GIAgU/2Vbuo2giAskcKERQtohg3yXvIK9EigmwRw0B6sE03EcFNWQn4dGmRw3FvIY899HIKnJn1FBhqaGUjSCkhqwfIZSNQFKuoWFXne6nlYitRv3JPY9SSeYYhDdVDBFYRVDrhs2ihsxKsxqpKM+Y+2heuIjveoys9t1H5ff71BBUbIg+bwz2lRe57KMpY7FvI5jyXEcbAAg6mxHKvEkNNRBBhKZpGIvt8wKgDbf2WOAB5PUHgEwYeEOXWwCewq+1K2QDEeRd1Q+VTw1ZRSCenzp/GiLoYZBlqA1FU40AyrFdjVBkRXxhpX83JgPf2LsTRGAUjEQEuh5IkXc8RBCj9ABglDsjvWq7ciwxxmI57oqsAEPEp8SM3XskrSIwkhfWWKzgWAQRZHkzoEwPIskvqxQTTd5Z3meq1xCgPIdCn+dQNCIostJFtnrJrHzu2F/lCkQAsvEQ5rPdFm2b7T4qoj0z31jsrzrVxO146ia1Makn2kawA2qorgCuUSLzIotDRGDur6JkZyMCAoDxUFBD7LXZiyxOuI/aQjkzEcE60FnCSK9uO5k/IZqxk/QasigvrggyMFD2kwFlDUTAAFXS1Zen9pky8mc2jkZO7NaNVou1EWRipTunIgCALYOYq23MLEoDqJQgXPv0yk5TTAC+jcAggtzZCKZRQyPrbWho5JFOja4iw2P9aheT0payx9IqAiNZCdKG3aquUM1CBKYoiB4cITWU5RHbgRaTjXK6IpgDEWhFkeeF5RJlIIvn4pflDS7Z44nFJOtN7jGqiaT3iZiEpriPUkj/CG+qPLIin9QTMAGFqelUjad7DVVjl2ZCPyeDCGz/5qVXY9pQQxRBJP7kysru4+3z+3JaZHFHjIWZXkPDNaC3YqmkpPeJWGDEJo88eJ7O4wtKEUilHngN+bYk9hGBTtTn2X+EUjE2AksNWRtBRBFE3UdnK4IFHaW8aRSBpne2q+00LQQIjl+t4sGsjcVzKgIT0DiWxmIdR1DMSQ3pd9KyAJMhcii7E9BE8YBKa9Maiw9K8g6gk4YpmoVdfg8tGWXuBdUPUnoN2RdyvIlcGpEjmQhNoAiQUATz2AgG54HuilMsPEkigowy71gYHRyuIO223h/SJ9LrxIpnIyg8ZREai5Hy0NF9uK0hsE8NpRBBodCAfjYmE2Qs15CXA8qkmIgoO99gCg8RNPpIUH2xZ2loglE1AjrLahUpvKY8GV4AeocwqkfoZD4FI/tHjqs4NSQWBNJYzACKvk8NJbzJAE0NCaSXAZA1HMJnp6ihzPazcwftNKghE1CGvHD9MXHG5ZQs6lTUm9sX9DVDoOwpRDCN5gmNvfVEjdkdKwJRWMgai7uYsArqjI0DSw1lASKolIfh2NSymIYIitZYvP9iSiXqQuMVGFlIDVHetBHowZFCBKNqFDUWz/YaWlGrQ8lnhjI4D/QPW+NzmPTMG1SRlZ9nMExRQ/p3yKhlswI219p71s5GQJmzSTQNkjkgauF6q+sgp1PBtaV80tRQoRSFRQR5MvuoaYWtKaBTKts+y2KIANoTTPC3kQkwlXSuI8aCzTeUshMMLypFUI3sdd5PFZND1LBt+rwovX0+NdTznk2oSEJajDxXX3ieVv6iIbOpQXKJ5PQ1MWpIKYKdIYJFnarDUUMqX9BwMqVwPSAmco0IdlKmEhAV5gZun1EERQ/japy0+5nPoxDFTUbImTFKVDIERHaC1lh8AGKSQZk0vwFfB/jUkLMROEVgzx9t2myLseyjxu9/JjVUj6cHkAzOAf2jtgBNmAc9pGNS3iEE0oFxzesMZeTTC01OHwBI5+NX1+VR+kC1JQcqh6Bi8RoWEUhOdyY1ZOiU3KtZ7CECSQ0B3qQmf09TEWzPRASxPPSA4/nH9Xh2cZoZikAiAje5N20EubjWe3YaESRjPIIFQ67LrtrjzA1EIa+tWBVfsRlLRRxBmTuvIWb2qSHrATRHigndh5vb2oamDb7zU0Oa2pnMjlnwJIYITBxB0VMLyNBBQYtDBKpvXe4ggwiaisBeUwtqqA0o22fRE15BOSb1GBNwNDVEI/WuHly2XiygEYHLrXJp1NAh9X+awXhwHugf8RSLXIk0jMMJCoCIQMIo6Z0XURAZ+cnsjPuRdDMk8qkh/7sDY3Fk8DtqqBKrxGmIYCKoId8GYxV00bXcta0pUHSiq7CGjWA8CM7z22wQQcwDLI4IZiuCGFJs0AVBW+0zzbq67X4fkzEWy2cTUIhh0sEsRARFN64IhI3AGfn9OAJDDY3rMWqutbFY5hqaI8VER+Xi2hwZG4Hi+YfVcDo11EAEWiHMG1AWRQQDICtRaM+wFMp3xmLnamvankNFqwMBIsgCpR/LlbRH0ioCI7lTBFU1Qg2aaiOwFIIYeM5GsGUDzUZ1nBqq6gpjNlRGRBH0j6j/g/PpNmtFYO4XKp3wJU0FDmWU2fY2Aop0v4Tny/tYqSsXaCaoodAAmWtqyBk74wYyQHsNmRVp0n3UKAJTDSv3XkpnLO74OaD0Prlijk5w2n00pjAA4QXGkbKjcC6gChHMKE5jFEE9iq5u7YRSjZKTseoSk/7C9+7K2KeGGuOiEVnspwNRiqAXVeKmH5Sx2GhcrQiywosjsIXrLTW0gxQTVhFoes0ggsksRBB4/Zj/ZoKfJVYRBIig7FvPsNTiziJd89n2zxA5M8bhogUCEVQjNUe0xuIDEJsVMMOkGqsUyKFWJ1cD2K7GxCByNoKtuBE5uE/Dq0XKThSBsWtMiyMQ7pzmmL/y1y8JhdSQTzHI/+F3yJKG0ljc4KEzZRyMUht6n6lepRCBKVYyLaBsbOmFUsRVmN+ubta1cQQVu3oE8nvjaRvQQAThZAnEM80CjhqaaSOoa+Ug0DuEcTWeSQ3ZiN7I8zCINKTzVNbUwGsoWCB4SjvvIBN0RMYAyp7rpwgtNQGpzK6AzhHVBYi8eApbprKRYsLFHaRksavQ8pZBVTpfkDU+p0TTuFYBmJV9LL15TKLG4gFQdO07bMdtJBAQAEa6q00EvHI1TyACaSNovYYOSDKXHnZSjVTmy0RQiNzOxCByNoItZMatNJGGWlJD0QCYWYqgrh01JCKLi5T3T4Qa8laFAorHqKFUxtGMMheYJozFyPyAMo93znKgGtl9eSSTpUUEHjWUQgSlRw2ZnDZW0ZqXsug6bxbAIgL5m6MBZUADERQp746YjSB36HBqPerRhjKKa0QwjRoKkxk22q8RQR4iHVbUkGfIn0YNFV1kYvLJdPptqeQb/UBwacYrF7krqaGGIqhDRTAFEXQPAwA2xzoHqc4gOpgMbHH7qOhiP9b90yiCYqeKQFBD4yFQ9O17NxBJ6KTYcW2q3QlF4I3JyLiygYqtsfgAxFJDhKoeYQxKBoUAwlgcRQQDm3pCZrQ0IqkcIOE1tHBU/U8pgu01NWloG0HMfXEaNSQnZwJZiqtRjyBiI0hRTFSNxeRfeMZory15R0+sLubAiOljYyModSlAdXCWjUAjgqzw3EddZHHXy3RaaJ942Vc2x78MxuOmjUAmdZN0TSrXkDk+1fZj9s1hLA63G4ogQASeIuguT7HfBM+q6IFEWgYCkjYCy2kDNnW3Wq2r3xFDBCr7aJBiIu8AYoyF0u8eQsYsFIFCBFuTLaVYUmIRgZ7Izcp+XkSQl6qtofto2bPP2FRdSwaUgVUlP4FKMpHnK5be226naibvgbSKwIipEYsclaGGghcxNuijiGC86dsOIkbnmcZiiwjOxdtrFMTCUZRZactrTpsoGu6kYmLPkoigaTtIeg3VgddQkhpSL/48NoK8Hjsf8yQ1VAReQ2U8+2jR9evvIk0N+SkUELERNBVurPYEIALKqrGnCB4ePIwf/+CP4w2ff4PdB2Au99HGtvEWCmxX5gznwcVAZzFpIwiRY5Z3PESQA0DRj+Y5Ms97DJ6JCGyZyqKvvYYmOsBrSioR8z1lDwvM2JroCVkigml8vxnjISKYVxEAQGeh6T5a9OZHBFxbhKmun40I7HarCA5ASlOIXCcsI0KRN20E4XYmoKjV5uMB8jJiRDafsyDgKZpraAWgPI0IzH5JDYXuo2LinuYvbjMbwp/kAdh4iDCCNBZHQMKjIZOpjoNVZ56XOlV3ExFYG4F+UTqTyZzU0NijhjwbgVAEDURgKJSAEvKeNQCMBwG95Z5Zw987EGsjqHVAGWXA4AI+8I0P4GvnvoZ3fPUdODs46ymCcT1upJdQ39tEIrLdzkagFZw5btN9AOgspt1HA/SaFT3PRkDMQNH1Uk83+iGhCGQaajNhLhQLsMkEq7FNFzFVih4W6hqbZmU/2QbnXWyNZyCCMrQRGEQwp7HYnOsZiwdAMRsR2MUCauUAYe4xHniTcArRF1kBWxhnH2RXioCIjhLRx4joDv3/SOScHyCiW8TfkIheoo/9LhHdLY49czft2ZXoFVQOYFKNMCZCkaURgX3hOm4QKW+YSq0exYCMUkOzEAGRQgXzKALKrQ+zVCrmJY0a9gQ1pLyGDDUUtFe8lCkvFetKWo3dduA15Ocv0ojA2AgiiMBSQ8IIPDc1pCkI0x9WWeU+IsgFIpAZNOVnQHt4TIb+xBt5YUc66VkontdQlilUMLyAT9//aXvOzadvbiCCMOGcbJ/8XrntuH8x8cvjAFAuJp8NKLhv0QWJRGfGayimMK2NIKEIOnnHeg2ZCdN6DZlzxflJKbpYrBmbIh5guyjB4Ok2gjCO4FIQQdkPbAQDoLPgEEGlEQElqCGDCAQqkYsK7/1tUEOPUkUA4BcAfJyZnwLg4/qzJ8z8CWZ+JjM/E8DzAGwB+Kg45dXmODPfssv2XLroibtAhrEtuB0k/IoggtwUJId+EfQgyQU1FE4OZVZiVLmqZlFFAMytCIosnmIiNOilbAZSEQBB3WMxUcr72Qlfcun1GIbuzEUOnwbvrBEBzYEIymo0R0CZTlEQIIKGO2eACHKGRULR+AEz2SFTyl1GFou2SI+RmV5DANA7BB5cwO3nb8eLrnsRiqzAbWdv8xWBTjHR+Klz2ggsRST4Z0AHlHUWk7RdgxoqesiEjUApgm5DccrvnEhFMBlZSkZSQ4bWsdQQoAMoR7P9+oseFrnGZuUUwZZGFXMhgvEl2ggAhQhGAhGMNoHOkhsDKRuBWeCwjl+RiCBrLt4A316QZZlqZ1gqc49kt4rgxQDeobffAeAlM85/KYAPM/PWjPMOXvRgLQAMa70ancNGQKGNQD9gEtRQiAjKTK1ebNBUShEsHAW2ZtgItCII6yTI7dgqFxC8MuWuvcxJY3F4XXhPqiZWQZCI2G3kr9GRpOYuMZrFuOGVXLsXd1b2UYEIjE+3NzEXXW/AK0Tg15CNJ3DLm7mGsqYimOk1ZBXBYZwdnMWF7Qt4+rGn47pD1+EbF74hFMHhHdsIwonZUkHsn5sBTWoogRQBYyx2q1DlPupsBHLsyusKmVZa97ExFjOz7zWUSWpofkSwZWobTIYY6N83VRHYNNJhHMFOEYGkhjaBcmFuamhcV4GNYOglCCwi7wKgkULRVQ4iItJ7r2S3iuAkMz+otx8CcHLG+S8D8IfBvv9JRF8mojcSUdJ5mIh+hohOEdGpM2fO7KLJCTGFyAFsmwjVwCc5Okl0QkSgBkleLESvA5wXyeZ4Exllu0MEvcPIKY8qlRAJpBABEYEsNcT+ClHYDlL3sd9Xj2AgQS4yVIYBZRTy13LA6/Zv6X7sMKtVFzA3NVRkLsrTm5jzjot4hUYExqga+21WUWaN7KMyhUMKzhvxso8CQP8w7hwpBf9th78N1yxfg3vX7nWKoLty6V5DQSI6PwLcGIuXvN/rPcPQwyuwERgDeyrpnO2TeqJcnKttOwGbBdCEJ01jMSAUwYyUD0RYYGCzGtkMolv6d081FmeZundIDc3rPgpoG4GghkabHjVk4wiCd9qMke16rG0EDpWkqKGmsTjivrpHMlMRENGNRHRb5O/F8jxW1sMkZiGiK6GK2H9E7P5FAE8F8N0AjgJ4Tep6Zv5tZr6ema+/4oorZjV752IQAQNDM6kGAzI26GVAWU65hY1RbyIt5gXfGm9F4b+V/hFgcCF+bPNhVc6y6OjC2brNkUlJ8sH2twgKIKfctxHIYSFgukcNifKNdv9k7IzIATXUQASAQASuf4ySNNRByRCKINFXpkKZUeAaETQMrkTeSj7XCdhk38Qm1ywrgPHQ/w2JVdzM7KMA0DuEeycqjuDalWtx9crVuH/jflSD8yoXUV7MjCMIt5PG7ohRH51FYTwOqKHQeBxSQ9q1M2YsllRGwVBKYOIQgfk942ocRBbr31mNPHfTabKIDJv1yHrRDLI5EAGgnrfl57fUmEpVvoteHxiLR1tAZ8n+tqTXkLER1GPrfKDaMESWx8dPg3azkdF77zk0sweY+fmpY0R0moiuZOYH9US/OuVWPw7gT5nZupYINLFNRP8XwKvmbPfeS+EQwdDaCNKKwG6XfVVqzvDgetJq2A6ESEQQMwha6R9Nu49urgJLSiFKRDDNkyT0GvK8igpBDUUQgTQihitIe249gvGFy3Pf1zxGN2VWmUQUgYcIdARpCjnZ7KPOtjOux9HoXJlltdAJ2AA3icXoloJy63ueI0OF2qYZl20G4ojApD0wzwi9w1ithsiog+MLx3H18tUY12M8tPkArlo4BgBpRBDx0gHccwhpQApsOaHXUMyjLU4N6X4yyRkj7qOeDQXKwI7JwLrMSmQ0mAxQ6LQTHiKYDOdaoS9Sji2e2NX9lk7mNtVYDKh72ziCwc5oIcA3Fte1UgqlMBYnFIEZIxOutI1AIoIOTPKJVIqYggrh9fQIIIIZ8gEAL9fbLwfw/inn/gQCWkgrD5AalS8BcNsu23PpYhEBY9sYcUNqSD8kzyNAF0S3x3XqABKUUWpQbI43ZyOC0UazziqgEMHiFfb+VhHEVrQJ/lvSCSRePk9hyMnIRBAHcQSGfkA1cSvQvEwGLTmXVF2MQ/SPUYwmWMhTBHPnGnKIoJH8SyImwD730A9fnSsMr2OTOsCcJ6ihhLHPiFEEhjZA/zBWeYxjvWMosxJXLV4FAHhwcAbQimBcJdxHIzQa0HzW5r9EboBQBEGgmby/txAo+i74CYIqjCgS2Z6SoVau46FFXRYR1GMMq6FbvZvr6rGeWGenhV6gHJs8cYhAN7k/a2Ivuj4i2AktBPjU0GQA6LiMWYhAjsOC4SbzydBfnCRoRkUNBfUU9lB2qwheD+CHiOgOAM/Xn0FE1xPR28xJRHQtgKsBfCq4/p1EdCuAWwEcB/A/dtmeSxcbUAYMjSLo+KuL2IoY0IMe+iHq1AG5ySkTOz939Md0RHBY/Y/ZCTZWPUUQc0WdhgjkC08gR2VxHawIhY1A8MKSezaTTS4UVi48S5qRxXryNddlzclkc6IUQQl26RhSGSlNzVvjcqqrRcUUQSaUSa7TLcT6SvZXlpX2xS3MviKuCGIxIUSEftHHwEwgvUM4nQEn+scBACcWTgAAVofngYVjyr7Bk2jenIZvedDW5krdp4aU19BSdEyY+3vPquwFiiAwrkdoPQCOB58M7GQbUkP9XI856T46nhcRFBiBMdYLL0PWzEQE5S4RQWdBGYgB5z0kFIFFsoESL0NKsoEIlEyNI3ji9wH//F3A8uN21uY5ZAfkWFOY+SyAH4zsPwXgleLzPQCuipz3vN18/55KXgBZgZxrDE2gVzCoQtc8I6YTi6ywWSUzk1MG6dXBTBuBnuix9TCwHNjhN88A1z7Xa1e4HSKB0OvJ9xpSL0QjjiCCFMLJ0osjYP1deRcZbdtzfLopoIbESxK+UCWzrc2cLCBirjdlA/OupYZCRZvnJQAdaAZqeA3F6L9C2wjsNQByURt3lo0AUNy1RQS9w1gtclzTVWE3Jxa1IphsAgvHsK1XfDG+O7UCb3iIGWVuEJpFAAQUneizNNd7NF7ZA4nKc1aJR2wqXj8AGhEMHCLQfT2qRxiMB271bhXBRE3Sc0zOK1QAmGBtcB7HAAy0e9RMG0HRcyvq8WBnwWSATw0ZhdBZbDg5hFlQ5TjMQYGNYAWmjk9qLGWUAStXqr99kN0igseWFD3kbIkOFGUcETQ9Asjtt4hgxR2fRg1Nc5Vb0pP/xml/fzVWtoMlNYHMijaV3jv2PIEIsiyz2UcpcB81xnBvckjEEahUBHp/3nWTD5ouiQBsCcQ8n6YI4Ep2JhWB/s3b6wAI3XIBDJWCIFS0nrE4b67Eou63ecfafgqrCGa7/Enp5T1LG6B/GKfzAidKtVhYLpfRL/o4XQ2AhWO+a2X4UxOIwBm2AxQI9jK9UogSw0jyABHkxYI3SZjkhOZ7kopAB+HJFb4pLL9dbWNQDdzvs8Zin0qaJiv6ua4NlAehQQSzjcUiDmC8dQk2ggX1u+raOTEIG4FBsuF77duRMqEIBt44nBUwuF/SKgIpRU9VxDIfA+8F85BCusFYCaQiyDoOETTOl8bilG88YCd6bAQ2+M2H1X9BDdk2R/y6o9Gy5NcddknUfGOxjJOwfHOYfdRsVyOnICQ11Ago015DbGwEQhHEbARWEUyhhgBlSyh66GqFsT5abypt+dJF+q3huw29CtYUhFUEqWjQWCZZqAnKTPBbZR/reYaTuVayRDjRP45VqoGFo37UbfhTIzRarP2eTWB4sakIIjYR89lDfGXPFaKH9PhqKgKPGgKrlbdY4ZvfM5gMVMpog6pkwRdBJU2TQ/rai1tnAQCbGuUtCieNqHSXXQpwXUtgR2LbujmVGgrfax8tkQgo2/LoytSiYuo8sQfSKgIpRQ+FqLLV4JeTiEDsH60DeReFGGB7jgg2dRyFUQQ0fVJK8d+S87eTP7Pv829sBBIFRHh0QNsITABT0fXvLxGBQR+2rF/TWDaqVZrqHJifGtpeB4quheUxr6zSUwTNVX3MHbLIO1bBmytmUTShSEWwmqv7nhTP6kT3CFaLQiGCKo0IYopKbjeMxgxgeEG48vqLgiyYAkJjcV4uepih0BNtzH3URwRQirmeOEWgJ+/hZKhsBOb3GVvcaNOjkqbJin7Ga9vKq26NJ1goFpLUnJXukisKpIPBdiQyjbhxYhDUkFnAhNRQRpl9RsrNXF872vCyEKS8hlpFcJBS9lxBDTQNfylEYD1JKFcDpLvkTfANRaAnp2E1nP6Au0tAuRhBBPpzhBqaBidTn2V0KbGfYoJMgFJADdkJP4UIcj8fTcwl1RSykSsiIrJ90sn0+nt7DaAs7e9t9m+vA2XfvoQb442m0U4+lwglFQ0oK3p28ihMCo3Eai2l2HuFo4ZOkxpjJys31k6UyziT58Dicedjn0cQQUoBhXmlJDU0OC+oo+B4YCwObQRZ0fOjsfXEGXMf9egPZmB4QTdU/Q4z8Q8nQwwnwmvILJpGm3O7jx7SaOriUDlSbNRjLHWWpl2ipLPknA+2193EPq+Y84drXtK6MP4lNg7Me59nep6YqNxKMpV9SXFX5KlOJXsgrSKQUvRcjhQ0J3Dz8jQVQeH2b28A3WXvnBQ1BKQnDitLVzQRwUYaEcj7hd8b8sFGfA+iGvI0eY2znjjxbQRjQFBD5tJwlWzLKEZsBLLdpen/4VoaDQBu4hhcAIqepSDWR+vNvhcrtVxsx6ghu+otujoPzrYtMegFT0m3yYRi9xCBTmFyYuy8rE5kPawWObg/nRqaZSOIUkODC+75ZnHkIO/j9UG54OUrKvRkG3NJ9voBcN5uITVUDVSmUKMADJ0TnD9NVrR79pqmDderIVY6K9MuUdJddqvx7Q1XMW5eMWnEt9edjUDkGkpRQ4Drn46hkHU7UinrW0TwSEnRUxWxzMdE4qgm1SP261XGVEUgJr6pXkOAoodCRbD2LfV/5fGqXWLwyPulCmgbYeFa6LxM6qQNwEgDHZj7gwU15MoZht9rEYFVBHEPi05A+STFTByD80DR8wKXGtSQTA8eoYZiwXIWum9vWBtScgJMvLAeIhgqXvvE9qY9fhIFxkQ4V5RWEcRcIZPuo/CpGhdNDmB4wV0XKuWIIvAUTHfZtxF00tRQw33URMXr/jOKYDgZYnO8iaVST8KGGtJ8/zyKYFlP+mu6gP1GtY3lzhyr+86SWsnX1SUiAq1sti96SQIlNdTJOg2kBcgFTqm+2ziWJGjkVhE8UjJDEVjOOJFHpDDUUMdXBNOCS2ZCvqUTTWro4v0q8Kj0/bPD+zXaHzxuGWxkB11IDUl4wHKTG8czcVJWdKP0ASA8T0yFtmDl670wgKKGpiECA60H54Cy51EqDfRWuhc/Fh0cRwSGuli3NqSkIkg8z37RtxP86c3TWGZgYdNFjZ+o1LhbzclPvxD+1Ig9RbY19AZSiOC88+BKjF0jOeU+5dQ95OfL16v3mEtyw0ZgEiYGNoLBZID18bpTBGWgCKY9a3P/7gqW6hprY7WqXptsuftNE4MAhheVYbo7B4qQ0tPnD9eEIljxqKEUyneIoOMjgjBNTWR7pu1jl9IqAimdReQis1+K0ml6BKjPBaAmre5ScqUUfp5NDZ0E1h/y963dD6y4sAw58cWooVgRGcBPSOYUQR1d8YfpKWLbGQNsPIGKhaQHjTGkZ4l6DI1+1hWokmJWVFvngKLvGeoabnyCR465j8qJ3NIf5v7bG8jDYjdB+1MIz6OGtlZxEqUz+gM4OVJKYnWyOdV9NGV7Cr14vL4fXFCptAFwxEtISpb51FDeP2zTVABArlfdZoxIRdLwGjK/T/ef+T0Xty9iUk8cp5/lavLfASJAdxmHqhoXtSLYmGzNhwgMAlh/0P88r1hEoBVB0YMsXg+k32k7rvOOut4iAqcIvGeatYjgkZHuMjoifLsbTD7mJW+6JOrVZF0pONw/6h+fgghmUkPLVyqjm/F0ABQiOPSEaDs7kSjF2qRyCGgAyfmbcytmL4BI5iOS58ftBS7vYJ4XdkIJzy3NqrKK12z2XhjbwDkQAVdA0fVW0o17S0UQOU+e76ghgwg2wAbFyAChOdz8pCI4vXUaJ/K+pwhObF3Ux1atwTGGCLoRuwbQRARugiZgeMGmhQ4VQQzdevftHbIGcgAouoGNYBo1ZJwa9O8wbX94oNyfvRV8ueAQxByIAJ1FrBhEUPSxPlqfnxoCgLUH/c/zSogItM1gJ4qgk3c9aigr4+loWvfRR0q6y+iJNAmh14Z5wM2JXe/nWtETC0eD47tABEeuVf8v3Ov27RARGEkZiwnklAYBZLwqgORkHrtnDnjZLsN8N0YKvaoyV6YUZU9y5PMgAr09rQ9KQQWUkcSAsRfOrtiGa6i1kkxRf6nn2S/62K62UdUVVrdW8bjOijP6Azi+eRYZKyWxoSmD5bI5saUQQZg7yCiqmjJgcF5VejOf5W+L2Ay859FdVtHd5jsDY3GSGsq7wLq2belr8ixHJ+tYReD5/HcWnS1sHgNuZ0kpgskA3FnAxmhjTmpol4igswSAHCIwioDcwie1uLO2r6Kn6gpoyjcPqxxq8WwErdfQAUp3GT2TkApNX2DzEjaMsPohFeNtxfvNQgTioc6MhLSK4Jvq/2hTIYRDThF4VEgEEaSoITm3m99UAcikItArPhYRx+HEboQYVhHIAW0Qib1n2Qey0iqClDG9X/aV2ygwAxGIPiy6nmIM+7cQK8Cu2Da/KZq/x9x//UHbZSlngNTKzXi0nN8+j4cHD+NE75gyOOoI02LtQRzPSqxurWJjvIF+0Y++/PJZx74rRDZMGTC4gEKP65qmI4LQRoCi62XhzfXEGVsUedvlArD2gPrQc8q3V/RwRkcDeyv4ckEogvm8fw5XFc7X29joLGLCExzpHZl9nXnml6oIiFT7AkRARNa4PxMRmLG8rvpH2ghSNqAWERykdFfQl4ggmHzMS9gIGjIKwri/zUAE8mWeqQgOP1H9P68Vwbm7/P3wqaEy4hufEuk1ZM6tiUDmJYGkjCq7Qqm59pSBpQnACU8k/3uLrAC6S3bwhROeUWb9YkEVewfmo4aAho0gLFRCYrXZidACUURgMsle/Jb9KamVeWoSONRVE8adF+4Eg3FyWVN7F+5TynP9IZwoFrG6tapojggamPa9BqmEE3SdZcDmKkqNMho2ghgiCAzImZjIM91nsUWR3O4WC0rRAd5k2yt6ODtQtgAfESw4t855JufOEq6oKqzyBOd66j5He0dnXASHNtbu1593aCwGlGILEAEALOpxkoputkravPMX7gMALx2NpNq897pVBAcovRX0xQSXQgThCtekOCiMsWthOiKYtmJtyOJxNdEZRPDwHer/8adE7xfjkFO0DouEZHbCB0BG6Yh71Fx7isBMPNLQ7AUeidiE8PtzyoHOMiiyCgdcP/eLvqIMgOmTg0QEncXpitZTBM17yhfO9E+3f0ztOHsHKvLbGLY/9cIaRXD7udsBACePPFkdOH+PcgaotnGiexSnN09jbbSW5LtTVIzp4xAR1JQBaw+i1DamWiA8YHaKCdUBri2kx7ZR1l55StGenszcK65fLBfx0KZyfmgggsj5Seku4URVYSsj3KsVwbHesdnX9TVqePhO9X9hDuURysJRleZlcN5XBIVqRyoDqn025reevxvICnQSSGaa99teS6sIpHSX0aubBlQjZvCH1Aib1ZHJAdSfjgjkyzdTERApeujc3erzw3cAIODot7lmF3EvmVmDR07U5rcSgOzsHfYcszoMf3MlvGesK6ELIwCBklRSmZXehBy206yoekXPnTdVEYgXr7fi9UcjOleggI5YidmJVKATaw/oLCpkcvorDhEICs6L3UhwuVYRnNeK4IpnqAMXvmlR3snlx1tEME+UrFR4oe3CUUMEbDyEQrs6VgE92Fj9y3Qj9ovEqlnXSzDjTCp5+dt7cpIX24c6h+zY8QLA5O+dZ5XeWcKJibrP1ws1jR3tzzGpLxxX/8/8jf48h/IIZelxisbaPOPSwMCN21S5TKNg7bg7czvQP5o833N6aG0EByjdZfS4Th42gz98USr9MvTWtJunSR+tZdpkP7XGqpETTwNOf0Vtn70DOHS1C8JBYCyO5TaPAwKnCJh9b5kHb23cI0wlbRFBJhEBuyI95FaWDRtBlgPd5aSx2PTJ3IhAviTdlemISxQM6orVnBHZD2bC6uZdFeH98O2odau9/hL9kkQEnUARHH+6orvO3wOc+wYA4MSh67A+XsdDmw9ZxTFN5O9MIQKmDKgnKDUNwZFso1KiuZIENWQWOdNKcgJAzwaLLQPCDfJw97Dd9qgcOSHP48nTP2JjL76Wqf9HuvPYCBbU/bceBrLCW9HPLUsn1MJstOESQ8IpglnUUMegko2HgIWjyWI68tnM9C7cpbSKQEp32aOGGocTNoJKT4o94/4mXDuBuBugkZmIAAAe953AxXuVe90DtwAnnxFtFzAfTWHErtgFIgAIdPq25LlGqog/fVks2gElkUnDa4gKVRwl0mbAvUhKEZgJZcrkIBVzb8WbmJvUkJvUOhEqIUYNdbIOoGsGWGNxYoWWogXMxP61c1/DcrmMle4KcPQ6hfDO3glkJU4eVXTfPWv34Ir+FdH7SJHjyrbVoFPjNWT8/VfVClj6psckpEMBqBWwEV0sKRZxLvdZJdvzV/emHxbLRf+9WNTPorviKY6kLJ2wiOCWSmWZPa4L/cyURX3ewjF/7Mwry49zGUwjiCD1ThsmoC/buXBsdjEdzLlg3IXsShEQ0T8joq8QUU1E10857wVE9HUiupOIfkHsfxIR3aT3/zER7a/amyVLJz1qKBTzcjUqjhl3R2a1wggG/7TJ3vCKU+XK71T/7/qkQgRXf3fy/nIStBNsYqxLzt+dm3mrendjt8lgz0ZQ6WjsbmfRpiPo6ALyQIIaE9RQqFjNSnexXIStNTDLpdA8k4BWaLxA4sUtV9wEF+PMTV928o6dPHK5LyKp1eDh7mH7nJ506Enq3lc+E3jwFuD+LwCP+w5cfehae76pWjZNYpO26Wub6dIEyumgRNPX5vmF6Db6u2QxlESQYCi9JX1NgI6NImgYdg1lM69ff9nHyapGxozVeoirlq5KBjA2xLRp+RKLvIgxJKuFmbGWmrTNYmqpd9jZKlaummsxGEtAuJeyW0RwG4B/AuAvUyeQynv7VgAvBPB0AD9BRE/Xh/8XgDcy85MBnAfwil22Z3eychUO1WlqyDywSqShAILAM+HNE14Xk7l4zSc8B8i7wJ+/Sn1+4vd5hyXc9tqlJ4pY+UTADcyaa49TTq3UJSqQiMBQP928oyJK9bWx8plWykWMqEmzACpHEKAnDdPXizNWyIbSCzjfxoSz6FZjvWXngmuVlsj+aCbFTt6xbrymnkHqxUxOAkS4evlqAMC1ZsJ//LMU13zPXwFXXY+nHHEOAI9bnF2OUCoC+6yDCGkVPe2enNkyz29WhloAwPLjG7vMO5AqmJIZ9+Yg/sMouIYSM89lBwVYelzjSWM1VkzfziXmHT163fzXSJHXHf87dtP0RcpobZRuv+g7JXTk2rkQwdxK7hJlV4qAmb/GzF+fcdpzANzJzHcx8wjAHwF4sS5Y/zwA79bnvQOqgP0jJ70VyzvGxDywkOox+0tm4Iqn2v3mZY75N5/oqxdiLjjbXQK+/QUqBP/wE5ViEJIaJGb1lZqczMvYzbt2EC8XCyoqFMCTDz/ZnnNF/wr7u/tF307e3bxrjX7lyhNwrX4xCyrs+VH/7oWjOKL7OuxPc7+CCvfSRiYjT8x5h68B4DjVBsUiszuuuHtes6Kuk31pApQWigXgyu8CADy1UH2aUu7TKkmZyeqZJ56pdnz7C93Bp/4oFstFe9+nHX1a8j5GZFvNszb7zHM70j8KHHuyTRNhFg3m/FSQoScnntrYZZ5ZMpr3yJPU/yUf2Rhl15i4j3979PypcvI78Ixt5e79zCueuYPr9Dr02JPnv0bKVc9222Jcmvc99b4ZtLjUWXLK5MRT990QPJcw867/AHwSwPWJYy8F8Dbx+ScBvAWqWP2dYv/VAG6b8h0/A+AUgFPXXHMN75vc9l7+g4+/mj//4Ocbh8bVmH/t1K/xma0z3v4zW2f4jTe9nscf+k/M5+6x+7+8+mX+3dt+N/o1t565NXksKmsPMv/Zq5jvOxU9/L473scf/+bHvX11XfNbvvgWvvfivXbfh77xIb75oZuZmXljtMFv+PwbeDAecF3X/Fu3/BZ/c/UrzH/2an7fF/8P37d2H9d1ze/86jv54vZF3hxt8pu/8Gbenmzz/ev38w1fvIHruua7L9zNf/C1P2Be/Tqf+/Cr+Ma7P8LMzMPJkH/zlt/kzdEmMzOfeugUv//O9+vf8xCf/uhr+Y03/QqPqpHX7gvDC/wrn/sVdd25u5lv/G/M4+H0/nngS8yfeB1zXTOz6t+33/r26KmfuelN/O6Pv8bbt7q5ym+6+U08nLjvuW/tPvsbeXuT+f/9Z7737k/xW7/4Vq7qyrv+0/d/mt97+3unNvHei/fy6256ne0PZmb+8p8w/+Wv2Xbf/NDN/OYvvFl9Z0L+6lt/xe+5/T3evjNbZ/iGW26w7arrmm+45Qb+5sVvMn/zr7m68b/zm069kR9Yf4CZVR//xhd+g8fVmJmZP//g5/ldX3+Xvd+n7vsU//UDf60+TEZ84/t/mm+8xfXnaDLiG754A69vr3vtuPGeG/l9d7xPPa8bf5n57F3e8VE14l8/9et894W7/R9VTdTzW/2b5O9uyH2n+N6PvIZ/9XO/wheGF+a/buMM84d/kXntofmvCeWm32a+zX/eq5ur/LqbXscbo43oJQ+sP8C/+rlfVeP9zO3MH/0valwx8+9/9ff5pgdualzzqfs+xR/8xgcvvZ2BADjFkfmVeIpxFACI6EYAMZz6WmZ+vz7nkwBexapofXj9SwG8gJlfqT//JIC/D+CXAHyWFS0EIroawIeZ+TtmKa/rr7+eT51qfFUrrbTSSitThIhuZuaGPXdmblNmfv4uv/t+qNW+kSfofWcBHCaigpknYn8rrbTSSisHKAfhPvp5AE/RHkIdAC8D8AENUz4BRR0BwMsBvP8A2tNKK6200oqQ3bqP/hgRfQvA9wD4MyL6iN7/eCL6cwDQq/2fA/ARAF8D8C5m1tFReA2AnyeiOwEcA/D23bSnlVZaaaWVnctMG8GjUVobQSuttNLKziVlI2gji1tppZVWLnNpFUErrbTSymUurSJopZVWWrnMpVUErbTSSiuXufytNBYT0RkA35x5YlyOA3h4D5uzV9K2a2fStmtn0rZrZ/JYbdcTmbmRuOtvpSLYjRDRqZjV/JGWtl07k7ZdO5O2XTuTy61dLTXUSiuttHKZS6sIWmmllVYuc7kcFcFvP9INSEjbrp1J266dSduuncll1a7LzkbQSiuttNKKL5cjImillVZaaUVIqwhaaaWVVi5zeUwpAiJ6ARF9nYjuJKJfiBzvEtEf6+M3EdG14tgv6v1fJ6IfPuB2/TwRfZWIvkxEHyeiJ4pjFRHdov8+cMDt+ikiOiO+/5Xi2MuJ6A799/IDbtcbRZtuJ6IL4ti+9BcR/Q4RrRLRbYnjRES/odv8ZSJ6tji2n301q13/QrfnViL6DBF9lzh2j95/CxHtaRbHOdr1/UR0UTyr/yqOTX3++9yuV4s23abH01F9bD/762oi+oSeB75CRP8hcs7+jbFY2bK/jX8AcgDfAHAdgA6ALwF4enDOvwXwW3r7ZQD+WG8/XZ/fBfAkfZ/8ANv1AwAW9Pa/Me3Snzcewf76KQBviVx7FMBd+v8RvX3koNoVnP/vAfzOAfTXPwTwbCTKqQL4EQAfBkAA/gGAm/a7r+Zs1/ea7wPwQtMu/fkeAMcfof76fgAf2u3z3+t2Bee+CMBfHFB/XQng2Xp7GcDtkfdx38bYYwkRPAeqBvJdzDwC8EcAXhyc82IA79Db7wbwg0REev8fMfM2M98N4E59vwNpFzN/gpm39MfPQlVr22+Zp79S8sMAPsbM55j5PICPAXjBI9SunwDwh3v03Ulh5r8EcG7KKS8G8Hus5LNQ1feuxP721cx2MfNn9PcCBze25umvlOxmXO51uw5kbAEAMz/IzF/Q2+tQtVuuCk7btzH2WFIEVwG4T3z+Fpodac9hVTDnIlRBnHmu3c92SXkFlNY30iOiU0T0WSJ6yR61aSft+qcahr6bVF3pnVy7n+2CptCeBOAvxO796q9Zkmr3fvbVTiUcWwzgo0R0MxH9zCPQnu8hoi8R0YeJ6Bl636Oiv4hoAWoyfY/YfSD9RYqyfhaAm4JD+zbGZtYsbuXghIj+JYDrAfwjsfuJzHw/EV0H4C+I6FZm/sYBNemDAP6QmbeJ6F9DoannHdB3zyMvA/BuZq7Evkeyvx61QkQ/AKUInit2P1f31QkAHyOiv9Er5oOQL0A9qw0i+hEA7wPwlAP67nnkRQA+zcwSPex7fxHREpTy+Y/MvLaX954mjyVEcD+Aq8XnJ+h90XOIqABwCMDZOa/dz3aBiJ4P4LUA/jEzb5v9zHy//n8XgE9CrRQOpF3MfFa05W0A/t681+5nu4S8DAF038f+miWpdu9nX80lRPSdUM/vxcx81uwXfbUK4E+xd3ToTGHmNWbe0Nt/DqAkouN4FPSXlmlja1/6i4hKKCXwTmZ+b+SU/Rtj+2H4eCT+oNDNXVBUgTEyPSM459/BNxa/S28/A76x+C7snbF4nnY9C8pA9pRg/xEAXb19HMAd2CPD2ZztulJs/xiAz7IzTt2t23dEbx89qHbp854KZbyjg+gvfc9rkTZ+/ih8Q97n9ruv5mzXNVA2r+8N9i8CWBbbnwHwggNs1+PMs4OaUO/VfTfX89+vdunjh6DsCIsH1V/6t/8egP895Zx9G2N71rmPhj8oq/rtUJPqa/W+X4ZaZQNAD8Cf6BfjcwCuE9e+Vl/3dQAvPOB23QjgNIBb9N8H9P7vBXCrfhluBfCKA27X6wB8RX//JwA8VVz707of7wTwrw6yXfrzLwF4fXDdvvUX1OrwQQBjKA72FQB+FsDP6uME4K26zbcCuP6A+mpWu94G4LwYW6f0/ut0P31JP+PXHnC7fk6Mrc9CKKrY8z+odulzfgrKeURet9/99VwoG8SXxbP6kYMaY22KiVZaaaWVy1weSzaCVlpppZVWLkFaRdBKK620cplLqwhaaaWVVi5zaRVBK6200splLq0iaKWVVlq5zKVVBK200korl7m0iqCVVlpp5TKX/w/CykUV7IyhEgAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "t = np.linspace(0,2,5000)\n",
"\n",
- "step = np.append(steep, np.ones(second))\n",
- "m = np.sin(5 * 2.0 * np.pi * x) * step \n",
- "plt.plot(x, step, '-')\n",
- "plt.plot(x, m, '-')\n",
- "plt.savefig('m_t.pgf', format='pgf')"
+ "# m(t)\n",
+ "k = 0.25\n",
+ "dc = 0.25\n",
+ "f1 = 1\n",
+ "f2 = 1.4\n",
+ "\n",
+ "# x_c(t)\n",
+ "fc = 10\n",
+ "kp = 1.5 * 2 * np.pi\n",
+ "kf = 15\n",
+ "\n",
+ "m = dc + k* np.cos(2*np.pi*f1*t) + k*np.sin(2*np.pi*f2*t)\n",
+ "\n",
+ "AM = 2* m* np.cos(2* np.pi *fc*t)\n",
+ "\n",
+ "PM = 1* np.cos(2* np.pi * fc*t+kp*m)\n",
+ "\n",
+ "dt= t[1]-t[0]\n",
+ "phi = kp * m\n",
+ "phidt = np.gradient(phi,dt)\n",
+ "FM = 1* (np.cos(2 *np.pi *fc *t + phidt))\n",
+ "plt.plot(t, m, '-')\n",
+ "#plt.plot(t, AM,'b')\n",
+ "plt.plot(t,PM)\n",
+ "plt.plot(t,FM)\n",
+ "plt.show()"
]
}
],
diff --git a/buch/papers/fm/Python animation/m_t.pgf b/buch/papers/fm/Python animation/m_t.pgf
index edcfb33..8011e31 100644
--- a/buch/papers/fm/Python animation/m_t.pgf
+++ b/buch/papers/fm/Python animation/m_t.pgf
@@ -78,7 +78,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
-\pgfsys@transformshift{0.918664in}{0.500000in}%
+\pgfsys@transformshift{0.961364in}{0.500000in}%
\pgfsys@useobject{currentmarker}{}%
\end{pgfscope}%
\end{pgfscope}%
@@ -86,7 +86,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
\pgfsetstrokecolor{textcolor}%
\pgfsetfillcolor{textcolor}%
-\pgftext[x=0.918664in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.0}%
+\pgftext[x=0.961364in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.00}%
\end{pgfscope}%
\begin{pgfscope}%
\pgfsetbuttcap%
@@ -103,7 +103,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
-\pgfsys@transformshift{1.772658in}{0.500000in}%
+\pgfsys@transformshift{1.806818in}{0.500000in}%
\pgfsys@useobject{currentmarker}{}%
\end{pgfscope}%
\end{pgfscope}%
@@ -111,7 +111,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
\pgfsetstrokecolor{textcolor}%
\pgfsetfillcolor{textcolor}%
-\pgftext[x=1.772658in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.2}%
+\pgftext[x=1.806818in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.02}%
\end{pgfscope}%
\begin{pgfscope}%
\pgfsetbuttcap%
@@ -128,7 +128,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
-\pgfsys@transformshift{2.626653in}{0.500000in}%
+\pgfsys@transformshift{2.652273in}{0.500000in}%
\pgfsys@useobject{currentmarker}{}%
\end{pgfscope}%
\end{pgfscope}%
@@ -136,7 +136,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
\pgfsetstrokecolor{textcolor}%
\pgfsetfillcolor{textcolor}%
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+\pgftext[x=2.652273in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.04}%
\end{pgfscope}%
\begin{pgfscope}%
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@@ -153,7 +153,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
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+\pgfsys@transformshift{3.497727in}{0.500000in}%
\pgfsys@useobject{currentmarker}{}%
\end{pgfscope}%
\end{pgfscope}%
@@ -161,7 +161,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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+\pgftext[x=3.497727in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.06}%
\end{pgfscope}%
\begin{pgfscope}%
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@@ -178,7 +178,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
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+\pgfsys@transformshift{4.343182in}{0.500000in}%
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\end{pgfscope}%
@@ -186,7 +186,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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+\pgftext[x=4.343182in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.08}%
\end{pgfscope}%
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@@ -211,7 +211,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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-\pgftext[x=5.188636in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 1.0}%
+\pgftext[x=5.188636in,y=0.402778in,,top]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.10}%
\end{pgfscope}%
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@@ -228,7 +228,7 @@
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}%
\begin{pgfscope}%
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+\pgfsys@transformshift{0.750000in}{0.637273in}%
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\end{pgfscope}%
@@ -236,7 +236,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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-\pgftext[x=0.235508in, y=0.584477in, left, base]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont \ensuremath{-}1.00}%
+\pgftext[x=0.431898in, y=0.584511in, left, base]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont 0.0}%
\end{pgfscope}%
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@@ -253,7 +253,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
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+\pgfsys@transformshift{0.750000in}{1.186364in}%
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\end{pgfscope}%
\end{pgfscope}%
@@ -261,7 +261,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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-\pgftext[x=0.235508in, y=0.927663in, left, base]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont \ensuremath{-}0.75}%
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\end{pgfscope}%
\begin{pgfscope}%
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@@ -278,7 +278,7 @@
\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
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+\pgfsys@transformshift{0.750000in}{1.735455in}%
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\end{pgfscope}%
@@ -286,7 +286,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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@@ -303,7 +303,7 @@
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}%
\begin{pgfscope}%
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+\pgfsys@transformshift{0.750000in}{2.284545in}%
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\end{pgfscope}%
\end{pgfscope}%
@@ -311,7 +311,7 @@
\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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-\pgftext[x=0.235508in, y=1.614035in, left, base]{\color{textcolor}\sffamily\fontsize{10.000000}{12.000000}\selectfont \ensuremath{-}0.25}%
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\end{pgfscope}%
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@@ -328,7 +328,7 @@
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}%
\begin{pgfscope}%
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+\pgfsys@transformshift{0.750000in}{2.833636in}%
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\end{pgfscope}%
\end{pgfscope}%
@@ -336,82 +336,7 @@
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@@ -436,7 +361,7 @@
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@@ -447,9 +372,9 @@
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