MIME-Version: 1.0
Content-Type: multipart/related; boundary="----=_NextPart_01C87AC5.4C6EB990"

This document is a Single File Web Page, also known as a Web Archive file.  If you are seeing this message, your browser or editor doesn't support Web Archive files.  Please download a browser that supports Web Archive, such as Microsoft Internet Explorer.

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:dt=3D"uuid:C2F41010-65B3-11d1-A29F-00AA00C14882"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link rel=3DFile-List
href=3D"Cheminformatics-MS-kind-course-3-v2_files/filelist.xml">
<link rel=3DPreview href=3D"Cheminformatics-MS-kind-course-3-v2_files/previ=
ew.wmf">
<link rel=3DEdit-Time-Data
href=3D"Cheminformatics-MS-kind-course-3-v2_files/editdata.mso">
<title>Cheminformatics and mass spectrometry course</title>
<!--[if gte mso 9]><xml>
 <o:DocumentProperties>
  <o:Subject>Cheminformatics, mass spectrometry , GC, LC, chemometrics</o:S=
ubject>
  <o:Description>Watch out ;-)</o:Description>
  <o:LastAuthor>MSOL</o:LastAuthor>
  <o:Revision>414</o:Revision>
  <o:TotalTime>13318</o:TotalTime>
  <o:LastSaved>2008-02-29T19:21:59Z</o:LastSaved>
  <o:Words>2371</o:Words>
  <o:PresentationFormat>On-screen Show</o:PresentationFormat>
  <o:Bytes>343466</o:Bytes>
  <o:Paragraphs>393</o:Paragraphs>
  <o:Slides>29</o:Slides>
  <o:Notes>22</o:Notes>
  <o:Version>11.8132</o:Version>
 </o:DocumentProperties>
 <o:CustomDocumentProperties>
  <o:Version dt:dt=3D"float">1</o:Version>
 </o:CustomDocumentProperties>
 <o:OfficeDocumentSettings>
  <o:PixelsPerInch>80</o:PixelsPerInch>
 </o:OfficeDocumentSettings>
</xml><![endif]-->
<link rel=3DPresentation-XML
href=3D"Cheminformatics-MS-kind-course-3-v2_files/pres.xml">
<meta name=3DDescription content=3D"2/29/2008">
<meta http-equiv=3Dexpires content=3D0>
<![if !ppt]><script>
<!--
	var ver =3D 0, appVer =3D navigator.appVersion, msie =3D appVer.indexOf( "=
MSIE " )
	var msieWin31 =3D (appVer.indexOf( "Windows 3.1" ) >=3D 0), isMac =3D (app=
Ver.indexOf("Macintosh") >=3D 0)
	if( msie >=3D 0 )
		ver =3D parseFloat( appVer.substring( msie+5, appVer.indexOf ( ";", msie =
) ) )
	else
		ver =3D parseInt( appVer )

	browserSupported=3D0
	if( !isMac && ver >=3D 4 && msie >=3D 0 ) {
		browserSupported=3D1
		window.location.replace( 'Cheminformatics-MS-kind-course-3-v2_files/frame=
.htm'+document.location.hash )
	}	=09
//-->
</script><![endif]>
</head>

<body>
<script><!--

if( browserSupported )
	document.writeln('<div style=3D"visibility:hidden">');

//--></script><font face=3DArial size=3D2><b>

<p>This presentation contains content that your browser may not be able to =
show
properly. This presentation was optimized for more recent versions of Micro=
soft
Internet Explorer.</p>

<p>If you would like to proceed anyway, click <a
href=3D"Cheminformatics-MS-kind-course-3-v2_files/frame.htm">here</a>.</p>

</b></font><script><!--

if( browserSupported )
	document.writeln('</div>');

//--></script>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/master03.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\maste=
r03.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DRobots content=3DNoIndex>
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]><script src=3Dscript.js></script>
<script>
<!--
	parent.location.href=3Ddocument.all.item("Main-File").href
//-->
</script>
<![endif]>
</head>

<body>

<div v:shape=3D"_x0000_s1026" class=3DT>Click to edit Master title style</d=
iv>

<div v:shape=3D"_x0000_s1027">

<div class=3DB>Click to edit Master text styles&#13;</div>

<div class=3DB1>Second level&#13;</div>

<div class=3DB2>Third level&#13;</div>

<div class=3DB3>Fourth level&#13;</div>

<div class=3DB4>Fifth level</div>

</div>

<div v:shape=3D"_x0000_s1028" class=3DO><span lang=3DEN-US style=3D'font-si=
ze:78%;
mso-field-code:meta0'>&#8249;date/time&#8250;</span><span style=3D'font-siz=
e:
78%;mso-special-format:lastCR'>&#13;</span></div>

<div v:shape=3D"_x0000_s1029" class=3DO style=3D'text-align:center'><span
style=3D'font-size:78%;mso-field-code:meta15'>&#8249;footer&#8250;</span><s=
pan
style=3D'font-size:78%;mso-special-format:lastCR'>&#13;</span></div>

<div v:shape=3D"_x0000_s1030" class=3DO style=3D'text-align:right'><span
style=3D'font-size:78%;mso-field-code:meta16'>&#8249;#&#8250;</span><span
style=3D'font-size:78%;mso-special-format:lastCR'>&#13;</span></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/master03.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:v=3D"urn:schemas-microsoft-com:vml"
 xmlns:o=3D"urn:schemas-microsoft-com:office:office"
 xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
 xmlns:oa=3D"urn:schemas-microsoft-com:office:activation">
 <o:shapelayout v:ext=3D"edit">
  <o:idmap v:ext=3D"edit" data=3D"1"/>
 </o:shapelayout><p:colorscheme
  colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00=
"/>
 <v:background id=3D"_x0000_s1025" o:bwmode=3D"white" fillcolor=3D"white [0=
]">
  <v:fill color2=3D"#339 [5]"/>
 </v:background><p:shaperange id=3D"_x0000_s1026">
  <v:shapetype id=3D"_x0000_s1026" style=3D'position:absolute;left:36pt;top=
:21.625pt;
   width:9in;height:90pt;v-text-anchor:middle' coordsize=3D"21600,21600"
   o:master=3D"" o:spt=3D"1" path=3D"m,l,21600r21600,l21600,xe" filled=3D"f"
   fillcolor=3D"#bbe0e3 [4]" stroked=3D"f" strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"gray [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"title"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s1027">
  <v:shapetype id=3D"_x0000_s1027" style=3D'position:absolute;left:36pt;top=
:126pt;
   width:9in;height:356.375pt' coordsize=3D"21600,21600" o:master=3D"" o:sp=
t=3D"1"
   path=3D"m,l,21600r21600,l21600,xe" filled=3D"f" fillcolor=3D"#bbe0e3 [4]"
   stroked=3D"f" strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"gray [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"body" position=3D"1"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s1028">
  <v:shapetype id=3D"_x0000_s1028" style=3D'position:absolute;left:36pt;top=
:491.75pt;
   width:168pt;height:37.5pt' coordsize=3D"21600,21600" o:master=3D"" o:spt=
=3D"1"
   path=3D"m,l,21600r21600,l21600,xe" filled=3D"f" fillcolor=3D"#bbe0e3 [4]"
   stroked=3D"f" strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"gray [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"dateTime" position=3D"2" size=3D"half"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s1029">
  <v:shapetype id=3D"_x0000_s1029" style=3D'position:absolute;left:246pt;to=
p:491.75pt;
   width:228pt;height:37.5pt' coordsize=3D"21600,21600" o:master=3D"" o:spt=
=3D"1"
   path=3D"m,l,21600r21600,l21600,xe" filled=3D"f" fillcolor=3D"#bbe0e3 [4]"
   stroked=3D"f" strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"gray [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"footer" position=3D"3" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
 <p:shaperange id=3D"_x0000_s1030">
  <v:shapetype id=3D"_x0000_s1030" style=3D'position:absolute;left:516pt;to=
p:491.75pt;
   width:168pt;height:37.5pt' coordsize=3D"21600,21600" o:master=3D"" o:spt=
=3D"1"
   path=3D"m,l,21600r21600,l21600,xe" filled=3D"f" fillcolor=3D"#bbe0e3 [4]"
   stroked=3D"f" strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]" o:detectmouseclick=3D"t"/>
   <v:stroke joinstyle=3D"miter" o:forcedash=3D"t"/>
   <v:shadow color=3D"gray [2]"/>
   <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
   <o:lock v:ext=3D"edit" grouping=3D"t"/>
   <p:placeholder type=3D"slideNumber" position=3D"4" size=3D"quarter"/>
  </v:shapetype></p:shaperange>
</xml>
------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/preview.wmf
Content-Transfer-Encoding: base64
Content-Type: image/x-wmf
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/pres.xml
Content-Transfer-Encoding: quoted-printable
Content-Type: text/xml; charset="utf-8"

<xml xmlns:v=3D"urn:schemas-microsoft-com:vml"
 xmlns:o=3D"urn:schemas-microsoft-com:office:office"
 xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
 xmlns:oa=3D"urn:schemas-microsoft-com:office:activation">
 <p:presentation sizeof=3D"screen" gridspacingx=3D"49152" gridspacingy=3D"4=
9152">
  <p:master id=3D"3" slidesn=3D"1C2F3F7,4F2D3670" type=3D"main" href=3D"mas=
ter03.htm"
   xmlhref=3D"master03.xml" template=3D"Default Design" layout=3D"title_bod=
y"
   slots=3D"title,body,dateTime,footer,slideNumber">
   <p:schemes>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99c=
c00"/>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#969696,#000000,#fbdf53,#ff9966,#cc3300,#996=
600"/>
    <p:colorscheme
     colors=3D"#ffffff,#000000,#808080,#000000,#99ccff,#ccccff,#3333cc,#af6=
7ff"/>
    <p:colorscheme
     colors=3D"#def6f1,#000000,#969696,#000000,#ffffff,#8dc6ff,#0066cc,#00a=
800"/>
    <p:colorscheme
     colors=3D"#ffffd9,#000000,#777777,#000000,#fffff7,#33cccc,#ff5050,#ff9=
900"/>
    <p:colorscheme
     colors=3D"#008080,#ffffff,#005a58,#ffff99,#006462,#6d6fc7,#00ffff,#00f=
f00"/>
    <p:colorscheme
     colors=3D"#800000,#ffffff,#5c1f00,#dfd293,#cc3300,#be7960,#ffff99,#d3a=
219"/>
    <p:colorscheme
     colors=3D"#000099,#ffffff,#003366,#ccffff,#3366cc,#00b000,#66ccff,#ffe=
701"/>
    <p:colorscheme
     colors=3D"#000000,#ffffff,#336699,#e3ebf1,#003399,#468a4b,#66ccff,#f0e=
500"/>
    <p:colorscheme
     colors=3D"#686b5d,#ffffff,#777777,#d1d1cb,#909082,#809ea8,#ffcc66,#e9d=
cb9"/>
    <p:colorscheme
     colors=3D"#666699,#ffffff,#3e3e5c,#ffffff,#60597b,#6666ff,#99ccff,#fff=
f99"/>
    <p:colorscheme
     colors=3D"#523e26,#ffffff,#2d2015,#dfc08d,#8c7b70,#8f5f2f,#ccb400,#8c9=
ea0"/>
   </p:schemes>
  </p:master>
  <p:master id=3D"1" slidesn=3D"1C812EC,C391AF0" type=3D"notes" href=3D"mas=
ter01.htm"
   layout=3D"notes" slots=3D"header,dateTime,slideImage,body,footer,slideNu=
mber"/>
  <p:slide id=3D"5" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0005.htm"/>
  <p:slide id=3D"1" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0001.htm"/>
  <p:slide id=3D"7" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0007.htm"/>
  <p:slide id=3D"9" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0009.htm"/>
  <p:slide id=3D"10" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0010.htm"/>
  <p:slide id=3D"18" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0018.htm"/>
  <p:slide id=3D"15" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0015.htm"/>
  <p:slide id=3D"16" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0016.htm"/>
  <p:slide id=3D"17" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0017.htm"/>
  <p:slide id=3D"30" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0030.htm"/>
  <p:slide id=3D"28" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0028.htm"/>
  <p:slide id=3D"29" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0029.htm"/>
  <p:slide id=3D"34" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0034.htm"/>
  <p:slide id=3D"36" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0036.htm"/>
  <p:slide id=3D"37" slidesn=3D"1C87A9A,105A3A40" href=3D"slide0037.htm"
   layout=3D"title_body" slots=3D"title,body"/>
  <p:slide id=3D"32" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0032.htm"/>
  <p:slide id=3D"35" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0035.htm"/>
  <p:slide id=3D"12" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0012.htm"/>
  <p:slide id=3D"19" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0019.htm"/>
  <p:slide id=3D"20" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0020.htm"/>
  <p:slide id=3D"21" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0021.htm"/>
  <p:slide id=3D"26" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0026.htm"/>
  <p:slide id=3D"25" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0025.htm"/>
  <p:slide id=3D"11" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0011.htm"/>
  <p:slide id=3D"8" slidesn=3D"1C812E8,9F7EA950" href=3D"slide0008.htm"/>
  <p:slide id=3D"31" slidesn=3D"1C812E9,31F467C0" href=3D"slide0031.htm"/>
  <p:slide id=3D"6" slidesn=3D"1C812E9,31F467C0" href=3D"slide0006.htm"/>
  <p:slide id=3D"3" slidesn=3D"1C812E9,31F467C0" href=3D"slide0003.htm"/>
  <p:slide id=3D"2" slidesn=3D"1C812E9,31F467C0" href=3D"slide0002.htm"/>
  <p:viewstate type=3D"slideView" restoredleft=3D"156" restoredtop=3D"750"
   manualadjusttop=3D"t" hideoutlineicons=3D"t"/>
  <p:font name=3D"Arial" charset=3D"0" type=3D"4" family=3D"34"/>
  <p:font name=3D"Garamond" charset=3D"0" type=3D"4" family=3D"18"/>
  <p:font name=3D"Wingdings" charset=3D"2" type=3D"4" family=3D"2"/>
  <p:headersfooters slidenumber=3D"t" formatid=3D"0" noheader=3D"t"/>
  <p:headersfooters notes=3D"t" slidenumber=3D"t"/>
  <p:pptdocumentsettings framecolors=3D"WhiteTextOnBlack" hideslideanimatio=
n=3D"t"
   browsersupport=3D"v4"/>
 </p:presentation>
 <o:shapedefaults v:ext=3D"edit" spidmax=3D"68612"/>
</xml>
------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0005.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0005.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"11"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO style=3D'text-align:right;position=
:absolute;
 top:92.0%;left:72.65%;width:21.53%;height:3.25%'><span style=3D'font-size:=
78%;
 mso-field-code:meta16'>1</span><span style=3D'font-size:78%;mso-special-fo=
rmat:
 lastCR;display:none'>&#13;</span></div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s11266" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s11267" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:71.5pt;top:84pt;width:559.25pt;height:314.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:rect id=3D"_x0000_s11268" style=3D'position:absolute;left:150=
pt;
  top:6in;width:416.75pt;height:50.5pt;mso-wrap-style:none;v-text-anchor:mi=
ddle'
  filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroked=3D"f" strokecolor=3D"black=
 [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:rect><v:shape id=3D"_x0000_s11269" type=3D"#_x0000_t202" style=3D'posi=
tion:absolute;
  left:156pt;top:480pt;width:405.875pt;height:28.875pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s11266" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s11267" class=3DO>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:16.5%;left:10.86%;width:75.84%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Welcome</b></span><span
 style=3D'font-family:Garamond;font-size:178%'>!&#13;</span></div>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:23.75%;left:10.86%;width:75.84%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%;display:none'>&#13;</span></d=
iv>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:30.75%;left:3.37%;width:91.01%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'>Mass Spectrometry meets
 ChemInformatics&#13;</span></div>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:38.0%;left:10.86%;width:75.84%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'>Tobias Kind and Julie Leary&=
#13;</span></div>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:45.0%;left:10.86%;width:75.84%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'>UC Davis&#13;</span></div>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0;
 position:absolute;top:52.0%;left:10.86%;width:75.84%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%;display:none'>&#13;</span></d=
iv>
 <div style=3D'text-align:center;mso-char-wrap:0;mso-kinsoku-overflow:0'><s=
pan
 style=3D'position:absolute;top:59.25%;left:9.17%;width:79.4%;height:7.0%'>=
<span
 style=3D'font-family:Garamond;font-size:178%'>Course 3: Mass spectral and
 molecular<br>
  </span></span><span style=3D'position:absolute;top:66.25%;left:10.86%;
 width:75.84%;height:7.0%'><span style=3D'font-family:Garamond;font-size:17=
8%'>database
 search</span><span style=3D'font-family:Garamond;mso-special-format:lastCR;
 display:none'>&#13;</span></span></div>
 </div>
 <div v:shape=3D"_x0000_s11268" class=3DO>
 <div style=3D'position:absolute;top:80.75%;left:21.91%;width:60.86%;height=
:4.0%'><span
 style=3D'font-family:Garamond'>Class website: CHE 241 - Spring 2008 - </sp=
an><span
 style=3D'font-family:Garamond'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://classes.ucdavis.edu/login/CourseManagement/Website/course.=
cfm?term=3D200801&amp;crn=3D16582&amp;search=3DY&amp;fin=3DY"/><a
 href=3D"http://classes.ucdavis.edu/login/CourseManagement/Website/course.c=
fm?term=3D200801&amp;crn=3D16582&amp;search=3DY&amp;fin=3DY"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;">CRN 16583=
</a></span><span
 style=3D'font-family:Garamond;display:none'>&#13;</span></div>
 <div style=3D'position:absolute;top:84.75%;left:21.91%;width:67.22%;height=
:4.0%'><span
 style=3D'font-family:Garamond'>Slides: </span><span style=3D'font-family:G=
aramond'><p:onmouseclick
  hyperlinktype=3D"url" href=3D"http://fiehnlab.ucdavis.edu/staff/kind/Teac=
hing/"/><a
 href=3D"http://fiehnlab.ucdavis.edu/staff/kind/Teaching/" target=3D"_paren=
t"
 onclick=3D"window.event.cancelBubble=3Dtrue;">http://fiehnlab.ucdavis.edu/=
staff/kind/Teaching/</a></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 </div>
 <div v:shape=3D"_x0000_s11269" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:89.75%;left:22.65%;width:65.35%;height:4.0%'><span
 style=3D'font-family:Garamond'>PPT is hyperlinked &#8211; please change to=
 Slide
 Show Mode</span></div>
</p:slide></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0001.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0001.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"5"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>2</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s5122" type=3D"#_x0000_t202" style=3D'=
position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s5123" type=3D"#_x0000_t202" style=3D'posi=
tion:absolute;
  left:168pt;top:30pt;width:394.375pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s5125" type=3D"#_x0000_t202" style=3D'posi=
tion:absolute;
  left:66pt;top:108pt;width:526.375pt;height:199.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:group id=3D"_x0000_s5132" style=3D'position:absolute;left:48p=
t;top:348pt;
  width:591pt;height:131.875pt' coordorigin=3D"384,2688" coordsize=3D"4728,=
1055">
  <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
   o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" stro=
ked=3D"f">
   <v:stroke joinstyle=3D"miter"/>
   <v:formulas>
    <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
    <v:f eqn=3D"sum @0 1 0"/>
    <v:f eqn=3D"sum 0 0 @1"/>
    <v:f eqn=3D"prod @2 1 2"/>
    <v:f eqn=3D"prod @3 21600 pixelWidth"/>
    <v:f eqn=3D"prod @3 21600 pixelHeight"/>
    <v:f eqn=3D"sum @0 0 1"/>
    <v:f eqn=3D"prod @6 1 2"/>
    <v:f eqn=3D"prod @7 21600 pixelWidth"/>
    <v:f eqn=3D"sum @8 21600 0"/>
    <v:f eqn=3D"prod @7 21600 pixelHeight"/>
    <v:f eqn=3D"sum @10 21600 0"/>
   </v:formulas>
   <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"=
/>
   <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
  </v:shapetype><v:shape id=3D"_x0000_s5129" type=3D"#_x0000_t75" style=3D'=
position:absolute;
   left:384;top:2688;width:1560;height:1055' fillcolor=3D"#bbe0e3 [4]"
   strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]"/>
   <v:imagedata src=3D"slide0001_image001.wmz" o:title=3D""/>
   <v:shadow color=3D"gray [2]"/>
  </v:shape><v:shape id=3D"_x0000_s5130" type=3D"#_x0000_t75" style=3D'posi=
tion:absolute;
   left:1968;top:2688;width:1560;height:1055' fillcolor=3D"#bbe0e3 [4]"
   strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]"/>
   <v:imagedata src=3D"slide0001_image002.wmz" o:title=3D""/>
   <v:shadow color=3D"gray [2]"/>
  </v:shape><v:shape id=3D"_x0000_s5131" type=3D"#_x0000_t75" style=3D'posi=
tion:absolute;
   left:3552;top:2688;width:1560;height:1055' fillcolor=3D"#bbe0e3 [4]"
   strokecolor=3D"black [1]">
   <v:fill color2=3D"white [0]"/>
   <v:imagedata src=3D"slide0001_image003.wmz" o:title=3D""/>
   <v:shadow color=3D"gray [2]"/>
  </v:shape></v:group><v:shape id=3D"_x0000_s5133" type=3D"#_x0000_t202" st=
yle=3D'position:absolute;
  left:46.75pt;top:497.125pt;width:227pt;height:19.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><![if !vml]><img border=3D0
 v:shapes=3D"_x0000_s5132,_x0000_s5129,_x0000_s5130,_x0000_s5131"
 src=3D"slide0001_image004.gif" style=3D'position:absolute;top:64.5%;left:6=
.74%;
 width:82.39%;height:24.75%'><![endif]>
 <div v:shape=3D"_x0000_s5122" class=3DO style=3D'mso-char-wrap:0;mso-kinso=
ku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s5123" class=3DO style=3D'mso-char-wrap:0;mso-kinso=
ku-overflow:
 0;position:absolute;top:6.5%;left:24.34%;width:63.48%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Molecules and mass spectr=
a</b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <div v:shape=3D"_x0000_s5125" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:21.0%;left:10.11%;width:83.52%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>Close relationship between molecular structure and mass
 spectra&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:25.25%;left:10.11%;width:71.34%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:29.75%;left:10.11%;width:73.22%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Molecular structure is reflected in mass spectral
 features &#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:34.25%;left:10.11%;width:71.34%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>(peaks, peak heights and peak combinations)&#13;<=
/span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:38.75%;left:10.11%;width:71.34%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:43.0%;left:10.11%;width:85.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>Mass spectra reflect a state of gas phase ion physics and
 chemistry&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:47.5%;left:10.11%;width:71.34%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>(rearrangements, fragmentations, bond cleavages)&#13;</spa=
n></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:52.0%;left:10.11%;width:71.34%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%;mso-special-format:lastCR;display:none'>&#13;</span></div>
 </div>
 <div v:shape=3D"_x0000_s5133" class=3DO style=3D'mso-char-wrap:0;mso-kinso=
ku-overflow:
 0;position:absolute;top:92.75%;left:7.49%;width:35.58%;height:2.25%'><span
 style=3D'font-family:Garamond;font-size:56%'>Electron impact (70 eV) mass
 spectra; Source: NIST05</span></div>
</p:slide></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0001_image001.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0001_image002.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0001_image003.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0001_image004.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0007.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0007.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"13"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>3</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s13314" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s13315" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:168pt;top:30pt;width:394.375pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s13316" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:108pt;top:114pt;width:476.125pt;height:55.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s13314" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s13315" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:24.34%;width:63.48%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Molecules and mass spectr=
a</b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <div v:shape=3D"_x0000_s13316" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:22.0%;left:15.91%;width:77.15%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>Similar structures may or may have not similar mass
 spectra&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:26.5%;left:15.91%;width:64.23%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%;mso-special-format:lastCR;display:none'>&#13;</span></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s13317" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:96pt;top:192pt;width:521.375pt;height:257.5pt' fillcolor=3D"#bbe0e3 =
[4]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0007_image005.wmz" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s13317"
 src=3D"slide0007_image006.gif" style=3D'position:absolute;top:35.5%;left:1=
3.29%;
 width:72.47%;height:47.75%'><![endif]><v:shape id=3D"_x0000_s13318" type=
=3D"#_x0000_t202"
  style=3D'position:absolute;left:90pt;top:486pt;width:499.75pt;height:19.2=
5pt;
  mso-wrap-style:none;v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D=
"#bbe0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s13318" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:90.75%;left:13.48%;width:81.08%;height:2.25%'><span
 style=3D'font-family:Garamond;font-size:56%'>Electron impact (70 eV) mass
 spectra; Source: NIST05; Created using structure similarity search in NIST=
 MS
 Search program</span></div>
</p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>Very h=
igh structural
  similarity (NIST search)</font><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0007_image005.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0007_image006.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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==

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0009.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0009.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"15"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>4</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s15362" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s15363" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:168pt;top:30pt;width:394.375pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s15364" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:114pt;top:102pt;width:476.125pt;height:55.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s15362" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s15363" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:24.34%;width:63.48%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Molecules and mass spectr=
a</b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <div v:shape=3D"_x0000_s15364" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:19.75%;left:16.85%;width:77.15%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Similar mass spectra may or may have not similar
 structures&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:24.25%;left:16.85%;width:64.23%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%;mso-special-format:lastCR;display:none'>&#13;</spa=
n></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s15365" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:96pt;top:180pt;width:521.375pt;height:257.5pt' fillcolor=3D"#bbe0e3 =
[4]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0009_image007.wmz" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s15365"
 src=3D"slide0009_image008.gif" style=3D'position:absolute;top:33.25%;left:=
13.29%;
 width:72.47%;height:47.75%'><![endif]><v:shape id=3D"_x0000_s15366" type=
=3D"#_x0000_t202"
  style=3D'position:absolute;left:96pt;top:474pt;width:495.25pt;height:19.2=
5pt;
  mso-wrap-style:none;v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D=
"#bbe0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s15366" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:88.5%;left:14.41%;width:80.33%;height:2.25%'><span
 style=3D'font-family:Garamond;font-size:56%'>Electron impact (70 eV) mass
 spectra; Source: NIST05; Created using spectral similarity search in NIST =
MS
 Search program</span></div>
</p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>Very h=
igh mass
  spectral similarity ~973 (out of 1000)</font><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0009_image007.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0009_image008.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0010.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0010.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"16"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>5</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s16386" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s16387" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:168pt;top:30pt;width:361.5pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s16388" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:1in;top:108pt;width:570.375pt;height:199.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s16390" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:70.75pt;top:356pt;width:587.375pt;height:103.25pt;mso-wrap-style:non=
e;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s16386" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s16387" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:24.34%;width:58.05%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Mass spectral databases I=
</b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <div v:shape=3D"_x0000_s16388" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:21.0%;left:11.04%;width:84.26%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><b><u>Name <span style=3D'mso-tab-count:2;width:14.21%'> <=
/span>Spectra
 count<span style=3D'mso-tab-count:1;width:4.65%'> </span>Type<span
 style=3D'mso-tab-count:3;width:28.43%'> </span>&#13;</u></b></span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:25.25%;left:11.04%;width:92.88%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.nist.gov/srd/nist1a.htm"/><a
 href=3D"http://www.nist.gov/srd/nist1a.htm" target=3D"_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;">NIST05</a></span><span
 style=3D'font-family:Garamond;font-size:111%'><span
 style=3D'mso-spacerun:yes'>&nbsp; </span><span style=3D'mso-tab-count:1;
 width:10.59%'> </span>200,000 <span style=3D'mso-tab-count:2;width:11.71%'=
> </span>electron
 impact spectra (EI 70 eV)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:29.75%;left:11.04%;width:92.88%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluat=
ion/programs_for_gc-ms_data_evaluation.html"/><a
 href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluati=
on/programs_for_gc-ms_data_evaluation.html"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;">Wiley 8</=
a></span><span
 style=3D'font-family:Garamond;font-size:111%'><span style=3D'mso-tab-count=
:2;
 width:12.84%'> </span>400,000<span style=3D'mso-tab-count:2;width:12.46%'>=
 </span>electron
 impact spectra (EI 70 eV)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:34.25%;left:11.04%;width:92.88%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluat=
ion/programs_for_gc-ms_data_evaluation.html"/><a
 href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluati=
on/programs_for_gc-ms_data_evaluation.html"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;">Palisade =
600K </a></span><span
 style=3D'font-family:Garamond;font-size:111%'><b><p:onmouseclick
  hyperlinktype=3D"url"
  href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluat=
ion/programs_for_gc-ms_data_evaluation.html"/><a
 href=3D"http://www.amdis.net/Chemometrics/Programs_for_GC-MS_data_evaluati=
on/programs_for_gc-ms_data_evaluation.html"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;"> </a></b>=
</span><span
 style=3D'font-family:Garamond;font-size:111%'><span style=3D'mso-tab-count=
:1;
 width:3.55%'> </span>600,000<span style=3D'mso-tab-count:2;width:12.46%'> =
</span>electron
 impact spectra (EI 70 eV)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:38.75%;left:11.04%;width:77.34%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:43.0%;left:11.04%;width:77.34%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:47.5%;left:11.04%;width:92.32%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.nist.gov/srd/nist1a.htm"/><a
 href=3D"http://www.nist.gov/srd/nist1a.htm" target=3D"_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;">NIST MS/MS</a></span><span
 style=3D'font-family:Garamond;font-size:111%'><span style=3D'mso-tab-count=
:1;
 width:4.83%'> </span>5,200<span style=3D'mso-tab-count:2;width:15.36%'> </=
span>MS/MS
 (ESI, +/-, 30-100V CID)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:52.0%;left:11.04%;width:91.57%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.highchem.com/"/><a href=3D"http://www.highchem.com/"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;">MassFront=
ier</a></span><span
 style=3D'font-family:Garamond;font-size:111%'><span style=3D'mso-tab-count=
:1;
 width:6.19%'> </span>7,000<span style=3D'mso-tab-count:2;width:15.48%'> </=
span>MS</span><span
 style=3D'font-family:Garamond;font-size:74%;position:relative;top:-.45em;
 mso-text-raise:30%'>n</span><span style=3D'font-family:Garamond;font-size:=
111%'>,
 ESI,</span><span style=3D'font-family:Garamond;font-size:74%;position:rela=
tive;
 top:-.45em;mso-text-raise:30%'> </span><span style=3D'font-family:Garamond;
 font-size:111%'>(</span><span style=3D'font-family:Garamond;font-size:111%=
'><p:onmouseclick
  hyperlinktype=3D"url"
  href=3D"http://www.highchem.com/spectral-tree/highchem-spectral-tree-libr=
ary.html"
  tips=3D"HighChem Spectral Tree Library &#8482;"/><a
 title=3D"HighChem Spectral Tree Library &#8482;"
 href=3D"http://www.highchem.com/spectral-tree/highchem-spectral-tree-libra=
ry.html"
 target=3D"_parent" onclick=3D"window.event.cancelBubble=3Dtrue;">Spectral =
Tree
 Library </a></span><span style=3D'font-family:Garamond;font-size:111%'>)</=
span></div>
 </div>
 <div v:shape=3D"_x0000_s16390" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:66.75%;left:10.86%;width:79.77%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Important is data quality&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:71.25%;left:10.86%;width:79.77%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Annotation with CAS and Structure and Formula&#13=
;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:75.75%;left:10.86%;width:79.77%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Link to literature or publication useful&#13;</sp=
an></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:80.25%;left:10.86%;width:95.69%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>Currently no large ESI,APPI,APCI libraries availa=
ble
 (free or commercial)</span></div>
 </div>
</p:slide></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0018.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0018.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"24"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>6</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s24578" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s24579" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:186pt;top:30.875pt;width:374.125pt;height:45.625pt;mso-wrap-style:no=
ne;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s24581" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:54pt;top:102pt;width:624.5pt;height:247.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s24582" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:54pt;top:366pt;width:632pt;height:127.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s24578" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s24579" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.75%;left:26.77%;width:60.11%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Mass spectral databases I=
I</b></span></div>
 <div v:shape=3D"_x0000_s24581" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:19.75%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><b>Smaller specialized libraries&#13;</b></span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:24.25%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>Pfleger Maurer Weber (Drugs) MS+RI, 70eV&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:28.74%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>MassFinder (Volatiles) MS+RI, 70eV&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:33.0%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>RIZA DB (Toxicants) MS+RI, 70eV&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:37.5%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>Golm DB (primary Metabolites) MS+RI, 70eV&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:42.0%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>Fiehnlib (primary Metabolites) MS+RI, 70eV&#13;</span></di=
v>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:46.5%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>MassBank (Metabolites) ESI, MS</span><span style=3D'font-f=
amily:
 Garamond;font-size:74%;position:relative;top:-.45em;mso-text-raise:30%'>n =
</span><span
 style=3D'font-family:Garamond;font-size:111%'>,</span><span style=3D'font-=
family:
 Garamond;font-size:111%'><b> </b></span><span style=3D'font-family:Garamon=
d;
 font-size:111%'>accurate masses&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:51.0%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><p:onmouseclick hyperlinktype=3D"url"
  href=3D"http://www.ualberta.ca/~gjones/mslib.htm"/><a
 href=3D"http://www.ualberta.ca/~gjones/mslib.htm" target=3D"_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;">AAFS</a></span><span
 style=3D'font-family:Garamond;font-size:111%'> (Drugs, Forensic,Toxicology=
),
 MS+RI, 70eV&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:55.25%;left:8.42%;width:84.83%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>ChemicalSoft (Drugs), MS/MS, MS</span><span style=3D'font-=
family:
 Garamond;font-size:74%;position:relative;top:-.45em;mso-text-raise:30%'>E&=
#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:59.75%;left:8.42%;width:101.87%;height:4.5%'><span style=3D'font-famil=
y:
 Garamond;font-size:111%'>_________________________________________________=
____________</span></div>
 </div>
 <div v:shape=3D"_x0000_s24582" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:68.75%;left:8.42%;width:102.8%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>In case of electron impact (EI) same GC-Column (DB-5, RTX-=
5,
 DB-1, OV-1)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:73.0%;left:8.42%;width:91.01%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>and temperature program must be used for matching retention
 indices&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:77.5%;left:8.42%;width:85.95%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:82.0%;left:8.42%;width:91.94%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>In case of ESI, APPI spectra (LC-MS) same mass spectrometer
 design &#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:86.5%;left:8.42%;width:103.18%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>and setup should be used (triple-quad, ion-trap, TOF, Q-TO=
F),
 collision energy</span></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s24584" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:456pt;top:114pt;width:198pt;height:128.75pt' fillcolor=3D"#bbe0e3 [4=
]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0018_image009.wmz" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s24584"
 src=3D"slide0018_image010.gif" style=3D'position:absolute;top:21.0%;left:6=
3.29%;
 width:27.52%;height:23.75%'><![endif]></p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>TIAFT =
DB (Drugs)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>SCIEX =
(explosives)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>NIST (=
Chemical
  Weapons)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>http:/=
/www.chemicalsoft.de/index-ms.htm
  (MS/MS)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3><b>CID=
 Mass Spectra
  Library for SCIEX API&nbsp;</b> (Schreiber)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>PROMEX=
 for peptides
  - http://www.biomedcentral.com/1471-2105/8/216/</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>NIST f=
or peptides</font><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0018_image009.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz

H4sIAAAAAAACC8VbC2wVVRr+z7SFltuKyqWL2CVFRSk+0gdteRrZPrbdtvIojciypTRWUoMgxVWQ
G+QhkSCybJEYtgEJW5slm8KuS92GLETcBEJWrCGmdkVTSSC4CEowmAgsd/8zc/7/zvz3NT423jKd
83/f+Z9z7plzpsNHJ4/9AexPqbVc/d5uHZurIAMg5escgCGQfavG9O97hwyHu3Ifq6ssU3Y/Bc/b
DUv/ygVIT8djvMYBlkDkU4odnlER+Z/3Aky+A1Uq6ip1b61TjnwaeD9rhwL8JRVgFnKnJJebBrMm
psDt2M4Ex+cccPzo9uVwOOzuv83l/1GohnqYiyHXwyJYCivsVgu0QSs8CX4+IzxS05iZdhyXL46A
ULqCz1/MhhxsZ14aAemvzbL7jIU6aMCDPvl4TL9tmKUMdxD7T3x5xhqtL7mTfz70yWdDdlra/ljb
xgj49ysz1sDl/76Ygz7mb5qx5hPkJuBZ29Y2tH7Q1IU+t3JruHLjH6CuttWEth5LLV+Tj3awfGFt
b/rIj+Z/Nv5voP0/gvzPpn80/4nnIF3rjYtRe8vUfuj/rfY/cc3hp625rL2u9x2mrYf8XDzXuvyU
WJHvBMCWGc4R+dTS99f1XV2uHHwMHqPwSDVckeFqXHmlmT6ZthT26CzEvmHl6Oi4PlQR/KaKjou4
GSIHcHKzPx9ge7w9Wl7A8bMQnsex0wx5OIpCOAar8XchFMMkKMJWDVTA43guQGQylGCrDG3X232K
sE8xPGh+FyNWifp16DeEWk/DM/AsrLI16mAWlGOrDn22obeV2F5l551m8tRjPcMcAVeb+BSDp5gj
QxzEB1xyrD6Zrn6x+qTFaOt+w4xOlvBHMuVAPrIMn2mwLNOHbFLf+OMA7xV45Jh+IL4T41y27xNj
TPZJFXbvND4nmBhLXHKFish6HGuZ+j8seC3XmHHZhEeBkXVOC8S4JC4lwbjUdvSoyscR4r4m5L9S
+NdylSu+mYKfKfh5gp8n+CbBNxme8ltgcnguRn4LfOdXjPlNiplfq/DfamwS3yb4NhH/asGvFvwG
wW8Q/BbBbxH5bzLx7I2R/ybf+Zdi/kti5r9D+N8h8t8t+N0i/i7Bdwn+gOAPCL5X8L0i/4Mmnvdj
5H/Qd/6TMf8nY+Z/VPg/KvI/IfgTIv5Tgj8l+NOCPy34s4I/K/IfNPF8GyP/QZ/5F+EskY/3hVj5
XxT+L4r8rwr+qoj/puBvCn6I8vJadvPDBT9cefMPKCeecSo6f+KS56/nt9yY+Y8S/kcpb/5jBT9W
xJ8n+DzBFwq+UPBTBT9V5F9q4pkdI/9S3/nr+a84Zv7lwn+5yL9W8LUi/gbBNwi+UfCNgl8s+MUi
/2YTTyhG/s2+8y+NO/6XCf/LRP4rBb9SxL9O8OsEv1nwmwXfLvh2kf9WE8+fYuS/1Xf+k+Pm3yH8
d4j8OwXfKeLvFny34HsE3yP4I4I/IvI/ZOL5MEb+h3zmP9Ge/xbGzP+48H9c5N8n+D4R/4DgBwR/
RvBnBH9B8BdE/udMPOEY+Z/znX/8+e+K8H9F5H9d8NdF/KmWl9eym88SfJbgRwp+pOXN/zbLied+
Kzp/4pLnr+e/pTHzHyP8j7G8+d8j7m+0Xtd25xo701C+G891Ij7iVIL4Ztn7+4WemPTe4prYI1wD
b0z7Bb/fxKPX1/r5wpvgxPQ2eGMizkoSk66YrJWOq1n4bRZxZQs+GyLXMsPsye42e3R3XMQlu5b6
m5wPD3muJe25cH+3dlxkz7XWvf8a79qXjXft4+Lt98JJ9nvhGPs9qkMVHl+56lAF3j1dnVnnlrhk
Nz/brMNKXLKb12v0PeBds7v5nXgEXfxOwe8216NErPGJ13uNT138XsHnYHu06zuRo7y8XiP9XKyZ
3Lyetx9w8YcMH+86xrt27uc3NMYeMXuQ+Xj8XYwx4vzsh0vFfoHsbzHfnS7zNNVtnzg/+7FCmB7T
vl7/pitnHXmHmE+I87PeLRT7ebLfba6dvs/dL+wTl3w+zcfDu5/Odj1TpesS/pGfp9D4eQONNLjG
5xqUl7r3dCg/5eKpv1v/cAJer8GmJOBbUe5I4L9JOc8t4vFdKG9MwH+M8usunvIhXt/3Zyfg16N8
UsR/WNSnLwH/snLGdzz+Vyh3u3iqB89/KL+SgD8m6kf1cNdnMAF/QP/NRXn5QRf/ragv1ZP4Gyjv
S8A3Cf9UT+LPo3xG1L8vwfiT8cvxI+13JfEveek/1vjpi/O8/SXlPEPUY/4XkPx5O/Xfjucyg5Nf
4mhtRPLvEthOtjYqw29GpsvmNh/xJrO5BJ6w55xY9ZiDyvVmDDzhox7UfxGeW0Q9iKPYSf5NAtvJ
61HgqUejj3iT12Np3Hq8g8rteH4fz3/0UQ/qr/dJnaIexFHsJP8rge3k9Wj11OM9H/Emr0du3HoM
Kmc9dwnPj/uoB/X/UjlrEnc9iKPYSb6QwHbyeuR56vGFj3iT16Mgbj1WofIuc8/Y76Me1H+Tcp4F
u+tBHMVO8ksJbCevxyJPPTYmiHd0qvOuwIR097sCzkfHnp7utPXf/f3XLj/hXNNvvrvnfc41/Wau
+TzGXNMv5pp+M9ec/961a4maa5LFm7weJXHrsQ+Vb+h1O56zfPztl/r34vkW5a0HcRQ7yQcT2E5e
j2pPPXp8xJu8Hg/FrYd+VjSg95J4/o+P8UH9L+P5ghgfxFHsJF9MYDt5PX7tqcclH/Emr0db3HpM
M/cUvf7s8VEP6q+f57wt6kEcxU7yLxPYTl6P33rqUeUj3h8yPqag8nrjZ7uPelD/ajy/JupBHMVO
ckUC28nrUeypR6WPeH9IPb7WfyfQNjDZV33Ug/pbKGwV9SCOYidZv//x6o+0lg37iPeHzKffKOc5
kX4m+1cf9aD+aSi8JepBHMVOskpg+7vWQ1+HZPEmr8cKux7Zrmd/7udE3/UZ07jIuyVrbzHP1ej9
qCC9J6PS7fdIAha9UZJpLVelluYspeznH9ety2H5Vtmj1fVzc+sXLV2RW9/S1hr9FpnWf1AB6w/9
XvrKjkhZemToN08Kh0VWNM7bk7qffh6n7WenLlf6falUINR+e8bStZP9wmoh6rbaNnVLX6Txba0v
LFr4fEtzXm5oTnWosHhSUaim4vFQQfHkklDZjPpQYdGk4gfxX3Gock5dbaji6WeeXRUqq5tVHqpr
bWtZGUJ/aehpKGTgT8D+reUUbKfgT4b50XLAPkeQTBuLIGn8OwWGIZNl9PRZe9AaWShnYisLEd1T
ozJzsF9du2ZFVoNOZS27Ejcsb71TXHq6FbQCMMFujbAqVKRVajlshXrYYDXYyrSrWaOcFXdhUT7n
4vStNH2rTEtjMxmbydg8xuYx1sRYE/tZ4Pgpln5aOaZWxtpYv42x1YytZmwDYxsY28LYFva9yfFd
Kn3vYN87GNvN+rsZ62Ksi7EDjB1grJexXvZ90PE9Wfo+yr6PMnaC9U8wdoqxU4ydZuw0Y2cZO8u+
B23fRQXS90X2fZGxq6x/lbGbjN1kbIgizGlpbDhjwxX5Dijbd9S4GqXI9yjWH8v6YxnLYyyPsULG
ChmbythU9l3q+I4aa+Xsu5z1a1m/lrEGxhoYa2SskbHFjC1m382O76ixtox9L2P9lay/krF1jK1j
bDNjmxlrZ6ydfW91fEeNtQ723cH6nazfyVg3Y92M9TDWw9gRxo6w70O274lRY+04+z7O+n2s38fY
AGMDjJ1h7AxjFxi7wL7POb6jxtoV9n2F9a+z/nXGUi3CUnmuzGIsi7GRjI20yPdtlu07aqyNscj3
GNa/xzU7Z9j609Sd9lyfP4U0r8F9ptc1M5sHrf1AmvsRG2Zrvgm323fW4vyI12bWbWbdbNbNRsyJ
2rk/ARTkU9R03/HeYVL5vuP8ZwEHTXPdd1LtXWCKOVue+1c4xv0rHHX/ClpfQRXXpcpgvVDHWJ3B
LsJsxmYbbA/sYIzm8CDsZGynwZpgN2M0r38Kexnba7DRKkcRlmPGx895fqrg+ekBHO+EHVJULaqP
rEpkZePUvwseMXfdUlN/B7dgi7lTFXrwdJxXndnUi4/G76k9+vInGlx7fMisxDKs8PdaUQStBnjD
ZLcU1piMn4KjBiM2aB3mfhFsCrRHYR3QGmVvATRFYRuhKwp7HT42GEUQtGbDuSjsJKw32GH228cx
R7AueDkK68ads4NRpEHrFdw9SqwDjhmMIg1agxxzBEtTBww2yNhG+NZglFHQ2gc3orBBrgtlFLTO
wHmD9XG+kesR8Rupc0Q3El8sLGIvUmfC3Cv5PvtvOxa8hOvF7arMjJMClJ15TLf0CCt7N5O5bcxt
s7kl76a4dgjUa7sKmF7bbQ9zVD0sUi2Gr0fZsaJbtocpmcw1MtfoeJgS7UFbC5hei2wP76h26FOd
hm9H2bGiW94c2uE95t6Lm4O2FjC9+mwPgziPfanmG74KZceKbnlzqIIvmPsibg7aWsD0+tL2sErt
gk288tyFsmNFt7w57IKNzG2Mm4O2FjC9Npnr0I/1+tzw/Xwd+qOuQz9fh/4E16Gfr0O/uQ771A3o
VbeY8XcDZceKbnlzuAE9zPXEzUFbC5hevbaHM2oA598Lhh9A2bGiW94cBuASc5fi5qCtBUyvy7aH
aTiOatTbhu9E2bGiW94cOnE+Ia4qbg7aWsD0qrE9TFHroVq9Zvj1KDtWdMubw3qoZK4ybg7aWsD0
qrY9fK1CYFlbDR9C2bGiW94cQhBmLhw3B20tYHrpJy0WfKP2QJr1Ft+zvzFWdMubwx7UIM6yKAfn
riafECS64zpPMoL2KgvgH/Z9TlnWXfWrVjzb8nT8/zVHd0fnLZL/Aftg5N/8OQAA

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0018_image010.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0015.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0015.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"21"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>7</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s21506" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s21507" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:132pt;top:36pt;width:448.875pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s21508" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:58.75pt;top:134pt;width:14.5pt;height:55.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s21510" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:52.75pt;top:128pt;width:575.875pt;height:103.25pt;mso-wrap-style:non=
e;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s21506" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s21507" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:7.75%;left:19.28%;width:72.65%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Mass spectral search algo=
rithms</b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <div v:shape=3D"_x0000_s21508" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:25.75%;left:9.17%;width:.18%;height:4.5%'><span style=3D'font-family:G=
aramond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:30.25%;left:9.17%;width:.18%;height:4.5%'><span style=3D'font-family:G=
aramond;
 font-size:111%;mso-special-format:lastCR;display:none'>&#13;</span></div>
 </div>
 <div v:shape=3D"_x0000_s21510" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:24.5%;left:8.42%;width:93.82%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>PBM - Probability Based Matching (McLafferty &amp; Stauffe=
r)
 &#8211; since 1976&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:28.99%;left:8.42%;width:78.08%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'>Dot Product (Finnigan/INCOS) &#8211; since 1978&#13;</span=
></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:33.5%;left:8.42%;width:78.08%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>Weighted Dot Product (Stein) &#8211; since 1993&#13;</span=
></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:38.0%;left:8.42%;width:78.08%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'>Mass Spectral Tree Search (Mistrik)</span><span
 style=3D'font-family:Garamond;font-size:111%'><b> </b></span><span
 style=3D'font-family:Garamond;font-size:111%'>&#8211; since 21</span><span
 style=3D'font-family:Garamond;font-size:74%;position:relative;top:-.45em;
 mso-text-raise:30%'>st</span><span style=3D'font-family:Garamond;font-size=
:111%'><span
 style=3D'mso-spacerun:yes'>&nbsp;</span>century </span></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s21514" type=3D"#_x0000_t75" alt=3D""
  href=3D"http://dx.doi.org/10.1016/S1044-0305(99)00047-1" target=3D"_paren=
t"
  style=3D'position:absolute;left:60pt;top:344.75pt;width:192pt;height:49.3=
75pt'>
  <v:fill o:detectmouseclick=3D"t"/>
  <v:imagedata src=3D"slide0015_image011.png" o:title=3D"0?wchp=3DdGLbVtz-z=
SkWA"/>
 </v:shape><![if !vml]><map name=3D"map_s10"><area
 href=3D"http://dx.doi.org/10.1016/S1044-0305(99)00047-1" target=3D"_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;" shape=3Drect
 coords=3D"0, 0, 142, 37"></map><![endif]><![if !vml]><img border=3D0
 v:shapes=3D"_x0000_s21514" src=3D"slide0015_image012.gif" usemap=3D"#map_s=
10"
 style=3D'position:absolute;top:63.74%;left:8.42%;width:26.59%;height:9.25%=
'><![endif]><v:shape
  id=3D"_x0000_s21515" type=3D"#_x0000_t202" style=3D'position:absolute;lef=
t:60pt;
  top:414pt;width:184.5pt;height:26.5pt;mso-wrap-style:none;v-text-anchor:t=
op-baseline'
  filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroked=3D"f" strokecolor=3D"black=
 [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s21516" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:336pt;top:348pt;width:5in;height:89pt' filled=3D"f" fillcolor=3D"#bb=
e0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s21517" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:54pt;top:4in;width:196.75pt;height:31.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s21515" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:77.5%;left:9.36%;width:28.46%;height:3.5%'><span
 style=3D'font-family:Garamond;font-size:89%'>Source: Stein S.E. see notes<=
/span></div>
 <div v:shape=3D"_x0000_s21516" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0'><span style=3D'posit=
ion:
 absolute;top:65.25%;left:47.75%;width:57.11%;height:3.5%'><span
 style=3D'font-family:Garamond;font-size:89%'><b>A</b></span><span
 style=3D'font-family:Garamond;font-size:59%;position:relative;top:.37em;
 mso-text-raise:-25%'><b>u</b></span><span style=3D'font-family:Garamond;
 font-size:89%'><b><span style=3D'mso-spacerun:yes'>&nbsp;</span>and A</b><=
/span><span
 style=3D'font-family:Garamond;font-size:59%;position:relative;top:.37em;
 mso-text-raise:-25%'><b>r</b></span><span style=3D'font-family:Garamond;
 font-size:89%'>: are the abundances of peaks in the user and </span></span=
><span
 style=3D'position:absolute;top:68.75%;left:47.75%;width:48.12%;height:3.5%=
'><span
 style=3D'font-family:Garamond;font-size:89%'>reference mass spectra&#13;</=
span></span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:72.5%;left:47.75%;width:48.12%;height:3.5%'><span style=3D'font-family=
:Garamond;
 font-size:89%'><b>m</b></span><span style=3D'font-family:Garamond;font-siz=
e:
 89%'>: m/z values<span style=3D'mso-spacerun:yes'>&nbsp; </span>&#13;</spa=
n></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:76.0%;left:47.75%;width:48.12%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:89%'><b>w</b></span><span style=3D'font-family:Garamond;font-siz=
e:
 89%'>:<span style=3D'mso-spacerun:yes'>&nbsp; </span>weighting term</span>=
<span
 style=3D'font-family:Garamond;font-size:111%'><b> </b></span></div>
 </div>
 <div v:shape=3D"_x0000_s21517" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:54.25%;left:8.42%;width:30.52%;height:4.5%'><span
 style=3D'font-family:Garamond;font-size:111%'>Weighted</span><span
 style=3D'font-family:Garamond;font-size:111%'><b> </b></span><span
 style=3D'font-family:Garamond;font-size:111%'>Dot Product:</span></div>
</p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>&quot;=
Optimization
  and Testing of Mass Spectral Library Search Algorithms for Compound
  Identification&quot; Stein, S.E.; Scott, D.R. <i>J. Amer. Soc. Mass Spect=
rom.</i>
  <b>1994</b> <i>5</i> 859-866.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>http:/=
/msig.ncifcrf.gov/abstract-0907.pdf</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3><b>Bui=
lding an
  Honest Tree for Mass Spectra</b></font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3><b>Cla=
ssification
  Based on Prior Logarithm Normal</b></font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3><b>Dis=
tribution</b></font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>http:/=
/www.sinica.edu.tw/~jds/JDS-179.pdf</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3><br>
    Unknown identification using reference mass spectra. quality evaluation=
 of
  databases</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>doi:10=
.1016/S1044-0305(99)00104-X</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>Problem
  Normalization check paper</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>On the=
 normalization
  of a mass spectrum for comparison of two spectra</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>http:/=
/dx.doi.org/10.1016/j.jasms.2003.11.008</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0015_image011.png
Content-Transfer-Encoding: base64
Content-Type: image/png
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0015_image012.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0016.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0016.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"22"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>8</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s22530" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s22531" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:138pt;top:30pt;width:424.5pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s22532" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:58.75pt;top:134pt;width:14.5pt;height:55.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s22530" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s22531" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:20.22%;width:68.53%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>NISTMS mass spectral sear=
ch</b></span></div>
 <div v:shape=3D"_x0000_s22532" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:25.75%;left:9.17%;width:.18%;height:4.5%'><span style=3D'font-family:G=
aramond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:30.25%;left:9.17%;width:.18%;height:4.5%'><span style=3D'font-family:G=
aramond;
 font-size:111%;mso-special-format:lastCR;display:none'>&#13;</span></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s22533" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:1in;top:84pt;width:564pt;height:342pt' fillcolor=3D"#bbe0e3 [4]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0016_image013.png" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s22533"
 src=3D"slide0016_image014.jpg" style=3D'position:absolute;top:15.5%;left:9=
.92%;
 width:78.27%;height:63.25%'><![endif]><v:shape id=3D"_x0000_s22534" type=
=3D"#_x0000_t202"
  style=3D'position:absolute;left:54pt;top:450pt;width:618.25pt;height:55.2=
5pt;
  mso-wrap-style:none;v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D=
"#bbe0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s22534" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:84.25%;left:8.42%;width:97.75%;
 height:4.5%'><span style=3D'font-family:Garamond;font-size:111%'>The NIST =
MS
 Search program is the &#8220;gold standard&#8221; for EI spectral search<b=
r>
  </span></span><span style=3D'position:absolute;top:88.75%;left:8.42%;
 width:100.74%;height:4.5%'><span style=3D'font-family:Garamond;font-size:1=
11%'>Used
 for all types of unit resolution spectra MS/MS, APCI, ESI-MS spectra<span
 style=3D'mso-spacerun:yes'>&nbsp;&nbsp; </span></span></span></div>
 <v:shape id=3D"_x0000_s22541" type=3D"#_x0000_t75" style=3D'position:absol=
ute;
  left:9in;top:0;width:1in;height:1in'>
  <v:imagedata src=3D"slide0016_image015.png" o:title=3D"MCj04338100000[1]"=
/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s22541"
 src=3D"slide0016_image016.gif" style=3D'position:absolute;top:0%;left:90.0=
7%;
 width:9.92%;height:13.25%'><![endif]></p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Everyb=
ody has to use
  NIST MS search.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>DLLs a=
vailable on
  request from NIST</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>------=
----------------------------------------</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Spectr=
um Search Type</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Identi=
ty</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Quick =
- Uses a
  single prescreen (or presearch) algorithm.<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>The prescreen identifies spectra=
 in
  the library with features in common with the submitted spectrum. This sub=
set
  is then compared in detail to product spectrum match factors, which are u=
sed
  to arrange library spectra in a hit list.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Normal=
 - Uses a more
  extensive set of prescreens - a total of four different prescreen
  criteria.<span style=3D'mso-spacerun:yes'>&nbsp; </span>Typically this wi=
ll
  find more spectra for comparing to the submitted spectrum than the Quick
  search. Note that if your spectrum is not passed through prescreen it can=
not
  be found in the hit list. For spectra that have no closely matching spect=
ra
  in the library, it may be possible to improve results by searching withou=
t a
  prescreen. (See Presearch)</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>For bo=
th Quick and
  Normal the final match is calculated using a dot product of the two spect=
ra,
  with higher m/z peaks having more weight than lower m/z peaks.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Simila=
rity</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Simple=
 - In the
  Similarity search, a similar set of four prescreen techniques are used but
  the final match factor is calculated without using m/z weighting. In gene=
ral
  this is more likely to produce spectra that are from molecules structural=
ly
  similar to the compound that produced the submitted spectrum.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Hybrid=
 - Hybrid
  searching uses both the logic of normal searching plus the logic of neutr=
al
  loss searching.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Neutra=
l Loss - The
  neutral losses from the molecular ion are used to produce a neutral loss
  spectrum. In many cases, this type of matching will provide structurally
  similar matches.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Spectr=
um Search
  Options</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Revers=
e</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Use
  &quot;reverse&quot; logic which ignores &quot;impurity&quot; (non-matchin=
g)
  peaks in the submitted spectrum. The match factor is not penalized for pe=
aks
  in the target spectrum that are not present in the library spectrum.</fon=
t><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Penali=
ze rare
  compounds</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>In an =
identity
  search, it is possible to penalize<span style=3D'mso-spacerun:yes'>&nbsp;
  </span>a match by up to 50 points (out of 1000) depending on how common t=
he
  compound is.<span style=3D'mso-spacerun:yes'>&nbsp; </span>The compound is
  judged to be common if it is contained in a number of other chemical
  databases.<span style=3D'mso-spacerun:yes'>&nbsp; </span>As more databases
  contain the compound it is assumed to be more common.<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>The same databases that are used=
 in
  the constraints are used.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Presea=
rch</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Defaul=
t - Normal
  operation, use presearch screening before spectrum-by-spectrum match fact=
or
  calculation.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Off - =
Search the
  entire database using only the detailed match algorithm.<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>This option can take much longer=
 and
  may be helpful when no close matches are obtained using the default searc=
h.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>MW - R=
estrict search
  to only those molecules with a user supplied molecular weight. Use this w=
hen
  the molecular weight of a substance is known.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Struct=
ure Similarity
  Search Options</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Match =
Number of
  Rings - Forces the number of rings to be the same in the matched compound=
s as
  in the target structure.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Other =
Options</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Automa=
tion -<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>If checked do an automatic searc=
h on
  any spectrum or structure brought into the Spectrum List (Spec List).<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>Note, if you use AMDIS and wish =
to
  automatically search spectra found by AMDIS with the NIST MS Search Progr=
am
  you must check this option.<span style=3D'mso-spacerun:yes'>&nbsp; </span=
>Under
  the Tab Automation the parameters that control the printing some aspects =
of
  the searching are set.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Auto R=
eport - If
  checked will automatically print a report.<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>The parameters as to how much to=
 print
  are set under the Tab Automation in this dialog.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Apply =
Limits - If
  checked, activates the limits set under the Limits Tab in this dialog.</f=
ont><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>Use Co=
nstraints - If
  checked, the constraints that are set under the Constraints Tab in this
  dialog are active.<span style=3D'mso-spacerun:yes'>&nbsp; </span>The
  constraints set limits on what is accepted in the final hit list.</font><=
br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D1>NOTE: =
Each of these
  options can be set and activated under the appropriate Tab dialog.<span
  style=3D'mso-spacerun:yes'>&nbsp; </span>This allows a quick confirmation=
 of
  which are active and allows them to be activated or deactivated without g=
oing
  to the different dialogs.<span style=3D'mso-spacerun:yes'>&nbsp; </span>To
  change the conditions you must go to the individual tabbed dialogs.</font=
><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0016_image013.png
Content-Transfer-Encoding: base64
Content-Type: image/png

iVBORw0KGgoAAAANSUhEUgAAB4AAAASMCAIAAADm6gd3AAAAAXNSR0IArs4c6QAAAAlwSFlzAAAT
OQAAEzkBj8JWAQAA/7VJREFUeF7svQmgJFV1/9/9ltmZGRgWQRYVBHfQGHCJyhKXuGASUdG45Pcz
CJoYDa5RBFwSl0TELS6YaFwiieSvcUv8KQJRRINR3AHFKESQYR1g5s2897r7f6rve3fuu3Xr1q21
q7o/bTF2V9177jmfe6te97dPn+pOP+/GqfXrO8Zjeu266fXdvVZHu1Z3O4NVnbWDzh7Dl/KYnY3+
nZ5aetnr736pnvOAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACB5hMQmdcUdRcWIvlX/5vk/527
7CM7F6I9W2/v7Nw5MI/N/9M/dLt/+MupDWvVXlGie9O9tXtulOcbpqM9q2aG/w7V57VrgonNBbek
IQQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCIyKgGjDc525bjR8d37JiTWzS3vk9fyuKE1ZHpKp
rF5aj/nFaMfc9uhfEaD7vV7vzl2DuZ2d227sXHFZt3Pc5d0994n6z+zqbtozGqY7PZiKMpy7M1Nd
lfAsR6dXyM9r13bn5pbE7Ol+tzcVPZcn0b+dwcLwCQ8IQAACEIAABCAAAQhAAAIQgEDlBBZXZFpV
PhwDQAACEIAABNIIzHb7z3/wrjN/f80Bey7XkUjr4jl+2kd2/OP3Vi8MIlPrphb/+nE7//j49RvW
lmD5vV+887VfXbujMzOYGazqLT7/yIUzTyzH51Pfe9NHPn/Twq03d/7nZ93OQy/p7LGus7bb2bDH
UqqzSM/Ts51oWxKjRYmW8LQYbeIYSEL28DHdi1KmBz0lhg9Fbx4QgAAEIAABCEAAAhCAAAQgAAEI
QAACEIAABCaMwJ8cPXjFE/d4/xcXbrljsH3nYOcwrXhhcaAyhYepv535JVV1dwWMnQtLX6mqmhjS
a27Xwj7rtv3DK/b6u4v7H/6vSHd954n933vIxhItX3Jl7y8+Fzn0gmN673nsrdv+5f3922/p79g+
2LVTdg4WFwYLQ++V04tLCdKDXk9N6WA+ahY9hnv68zsXd87dtXGfQ/7qH179bxs/9OlfDQXoe36y
s+XAzr7rO7PDStCrp5QMHWnQ8jBkaOc66fYjHt0huz6ys5MROyEAAQhAAAKBBPhTGgiKZhCAAAQg
AAEIQAACEIAABBpMoP/xfV/997sO2NKdme5s2z64fVibYteCiM6RxDzUUzuL/SXpeTDoLPSi/UrU
ne91ds1HL3fs6ty5o7dt27Y9Otd+8V3HHPjSW6K+ZVv++ocetsefbBXLg0/e7ZZzXj297wHd6Zn+
Xdt6d94e7ZRyG/OR6DxQTvcWl6XnQWcxUtDVy8HifNRSnuzcsbj9ztu3bbt+do8jP/Ltux97SefG
a5cFaJUELRq0S4DWsynVOfTzwaDXEfv95d86iQ/9ZVcaPP24BgEIQAACEIAABCAAAQhAAAJjRWA5
CWusgiIYCEAAAhBoM4HB+Xd/4bt2PuSwqenp7m13DrbtiBRUyWhWtSQWhkJzrzcYys4dEaAXh3sW
h693LS4lR8/tGtw1FwnQt9zwk61fflz35F9HjZMtv/vFw/v4BTx+9zU7Vlh+xv9KGvLgX/bfevYL
V9/vId3p6d6220SDnr37Pef/56eDYaq2pEJH//Z63f7Q18FgsDhMRu5F/84cctiun34v2r1rrrfj
LvH5yhtvefp3tnbvc0Hn5m1uAbor9TRWTUkR6MFH9wvwudP5o+s7g+W6z/K3X6vSQZ1pBAEIQAAC
EIAABCAAAQhAAAIQgAAEIAABCEBgTAgM/uXAZ71l7sGHTUsG9B07BnfsiOLaNb+UAa0KcSwsRkU5
Igm335kfPlF5vnJUKdSSFj0/L8Uwtt16w5U3/PvvdiOZuOOxfN5frLiHnwflI1++fYXlpw2l7X+9
+42vfNaq+z64OyMZ0Hese/QT1zzg6Ds/97G573w9OjosxBFVY1ZKdL+3VJqjM1j3sBM2P//0Hd/4
j9v+/q2iU/fm5+/YsePqrbc+7ds3dO/1T52bfzIUoPc8pLN+TXf19GCvddK/O71uMDUtUndnqiMC
tCjWHne3b99+wAEH7BagUZ/H5DQhDAhAAAIQgAAEIAABCEAAAu0g0CUDuh0ThZcQgAAEJohA/18P
edqb5o44aGp6qrN9Z2fHsE6yFNYQDVoeSm6Wyha7hk9EiVZPVE6vlOYYVruIMqNF513cdee2rVde
+/kTpp72q6hNsuV/em2oAP2QP9tuWu6KAC2C8mcO/s3LnjZ7ryM6U9Prj32KqM9qwrZ96gNz3/nP
zlCA7i/MDxajUhuSy62erP+dJ+x52utVy+0Xf/7Wvzur1x/ctbB49c3b/vDSa6MM6Ouv6Hbu9i8d
UZDXr+msX9/ZOCXqc9R8dpWoz1GcH92v/6536dXR/fM/t1bKnXfeuXHjxs6zb4j267/6ZEBbmHgJ
AQhAAAIQgAAEIAABCEAAAhCAAAQgAAEITAYByVMuXYDWGdBJlvML0H9wbaQDLwvQswcduvEPXmBO
VKRBX/ZV2WMJ0Osf9Xt7nnqG2XLr2afs+NF3ggTowacO0j37v45ysNWjK1L1ygcCdA1nzWV/te8B
e07vt2lqzR/tnosaxs03hJxgZkd1bvgf7QowLZoRH68f5hlP23jKCesP3jsqEH/1DYtHvPQ3+RDU
73m4nxeeuc/xD1j9tR/tOuGNNzXZz/CIaFkWgRxXvLKGxg4EIAABCEAAAhCAAAQgAAEINJaAfFo8
8ay5e+4/NTUVZTrvHCYN6wzoXcNbEUqpjaUnvc78MJ1Xcp/lIRU5Bp2o1rH815VX83duu/GnkgGt
Begiln/wd+vF8oNevGOF5WUB+oY/PXH2oHt2pqdWH/HgPU58non39n88d8e3viY3G+wsDG82uDi/
7hGP2+vFZ5ltbn3PGdsv/lyv071roX/1LckZ0J1/OeKZz3zmpz712E5nY6dzj4c85AnfPepEz1ze
9e53RxnQ8pAkaCMDWn0mP+cLd738Y7er7vpTuoal9quXn3rpXsc/YM2+m6K8663b+j+6bkGEHrNX
3IckZVMN9KLzbvvAV4Y3mOx0Tnvs+vefsqceS+1MGjE+UHhLD6gihzS69Q/4xx33OyHElGhkD77H
7OrZ7h1zg+9cM69geh6irz300FUb13Zl3V95/eJRr7wxZBRnG0uOWb//m3c86o+t2bc65ggwyb13
PG/zI45Ydb8DZzc9P4NYb/osxP5n6+KFP9yll25uFCPpmAmmNVnmqRfovKjPb3rm8AowfPzwxzce
86KfzN3t3oHdzWaW5/mmMmlphXwR4lml+tDax10+9/9+W40Sfj7moHHeaXv+yfHRn4Qkz/0NnEez
XhacbieN67+GlHiFyQGz3MtF0hpbWhXDK16JTmIKAhCAAAQgAAEIQAACEIAABNpIQJSEx792x732
n57qDitszA/vLig1N5T0PLwVoZTdUMWgd/UGu3qR4rxbgB7W4pDyHVPdXn/XHXdsveq6zx+vNdUi
ln/6gaj6xf1ftGOF5WUB+voXPn7mwHt1p6ak1vOaB/z2xqefYsK//aPnbP/PL3VEg+501j38d/d8
0Znm0Vvf9ZrtX/uslO/od6fuXOxfffMdf/jN61QJjmGhjeGjK2EuzD73uc/9+Mc/3un8rNN5aKcj
quVdnW98w71deWX3Ix+Rjqeffrq9DgTt8HHKY2ZXLewQVNG2/Fj39Y9aLy88a5+TH7lOqc/ykCcP
vHtnzR2/MZvZQ0icys7K7R3P36xanniPm2cGi+rok35rrdr57hN+rfb4RlxpMLxl3JnS9ujgb7ku
xOav/m7/h917lajP0k80Zcnc/PYb9/R0vPHDB0gbaSntpdeRh8xu/dB+IQO52yx7K9KzbNGr+Oxb
E5cxQI9vpz95g8Qusay75lsZQjCWl/QVAmLn71+4RwYLsaU4sr6ZYK48r+TUk5Ww85N3P++0vQL9
f+6jh0V7Op1//8rPZLo//LHvDmZmAvvazVZ6nnMqE5aW83KR5EC88dd+HH25d8k3fjn1wy/vZhZ2
PuagccZJG5/7qCWwSZ77G8SPZr0sON1Ocsx/DSn5ClPeuVbKGpN7EC9d6PTKKOhh/K8deyAAAQhA
AAIQSCUgH9rZIAABCEAAAo0ikPrHK0cDFaDx+NDLVv/jq9bIdv4Zaz7zhrWyffGvo+2rb1/3n+dE
27fftf6K966TLWW0wXRHtpWPuf/+xh2fPs/ct/mPT1/3yMfJnnVS99lSn9/9l5H6nPDYLUCrBps3
X3bwwRuf8YxrnvGMVz3jGR/55S/XdX/2M/d22WWqy5Yt/y/J+h57rP7s6Xuk8nzk4atUm4/+0/fk
k7z8+5Mf39C9PaorrT7bmx/v1Uv7A//yGIfvP6OePvTBB0xvv109P/qwJfuH3WuvVbuitGjPiJa3
4S1Tw6ytwQXfnrvuxp2C6I1vu1gNeuS91qwRscz1+NSf77XvxmgZ/PwXt0qX//rvKHF4n82zX/qz
JZJF3N7xmP8jWxEL+ftef2WOvkJAREbV8SlHzayauyOHkTZ2UefUBZ/98a75nnwJ8dzfWfNnj7Gv
O8649Bl30vP+uffgJ7/7Vw9a3LK7gE85KHJNZTlDL1s54U03r33Cd5749E/0j3xCuZbj1uSUPOMP
9lBfICU9LnvTPp4GzqOZLgtJ1wqnY/5rSKVXmNLmotgaG9lVrrT4MQQBCEAAAhCAAAQgAAEIQAAC
lRDYOT/YKSUrFgdSVSPaBp2+3GBw+CR6Lv9KwQ0prLy8qZeSFS0Z0tE2bDboRncjtB7KcvhDW1Zd
PJYHu3b2d+0cLC5IrYu5/7pk2yffZ46y5wtetflPXrPnC19r7rxN1OevXtDpSZfhNuh1B5HXuo0t
QHc6t0uYn15+3OMe9xg8+MG7t5NPdgV2iyfa44/Zd/UdKfUftJLypy//4uLRT/s/n9v3cX8zN9i8
vzIbFzHVHudn/r33WIpon73Xn3ps9FzqbyiBVR5b9lrX3bVDnvhHNMNJbXnh6/fe9pEDBufffefH
D7jqnfud8Ye7BXe1X203fmh/aaks652iE8lzaaZHvOJt++pe0uW8F0aVQ/Tjoi/8HxlFddHW4vBf
/vFth5127eDQo8/63lIlhNWrpqd+c7Vzmh6xrP5LBuvgiEd+/pol/x9wzzWpE+eZ99RDEqmKRcKM
N06iqjiLpCW9NFhNSfZoU9tvOMN8meqPbnDse2fVc1lC0zf+3DNZSU7KkpOVoDrKTEmk2ngDV4v2
TU6op5+/+cIrhifIqqkXHr96Ri4Zw4dnOkzgO790lLy85WOH+Je97qKbxWenlKm0zPoXj2eFKD/n
/uOhsqh2Ll+XpP2V33mJOmSd+PFxdaSekHWvkx+xVv0eJ+nxjudukjT/rEczXRacxpMc819DMl1h
nOeOhqZPq1+9924CwXTSc2ZJM+d11bnGks73pIt5+IWFlhCAAAQgAAEIQAACEIAABCAAgTYSmPuv
i2//2LtMz9c/+onmy0h9Ts59Vi2llMjmTnd1p7Nm0F3V7YpQ+/BOZ0mCFBX6iiuu6H7ve7u38893
kZKC0cuP/lDqVf8OHyJ9/udb7m7usRrIS7lxmWr8yx/+xf998gHSeH715p0bh730Zg5s7l/5XG7W
pxs+6vDpmYXeY+4j0S099r/bhu78LrEZNOLQsr/ljR/c//j77y5eIdmgZ/zBhrNOXKfc/s3t8u3C
0kNEcGl50Ws2miiUinTlT65fd/W3ZL9Iq1L8QZXCkId0OeagxVXb79RGjv6tu+8urKGtuWjMz+4x
d8ADtTIr2c2dm69dwXO5l7p3nDxec/ZXepsOfPMFS4WzD7r7pqltNzm7pOx0ztTKnSpSFYv+emCp
SX/KR3X45YEIYbqXPPmT49f984v3sNfY0Ny6Sz4SFILl8/LL7q++r49Yk+Vx8g0nbdR5wTKb6zu7
1tz4S3GjiaslNlmf//6w3H2nc/g9N87c/OsUt83uy8BTl/3uSVnuvrQnZs3cETqV1umw0qZv8RhX
rahTwsUncmP5IefIEqvhif+nx652LzZXXJ5w5Jqz/6F/vaLTyqCkNvTPrl/6bkCfNXpoz9Hwy4Iz
kCTH/NeQTFcY97mzzEKfVmLz9CdtOPdZ65Wf/jMr9bqqUZuTa53vias641+osMuRXJPZIAABCEAA
AhDISsD7VpKDEIAABCAAgVEQ2LFrIBlmC70o/VmSnWUbSCaziKbRJk8GHak+oP7izXQHM51oG1bC
GEx3+8NN6m0syjaY6g/vSagf2nJ4WNqy6pJkub9zR0e004WFzmJv0O9HW3ew47++dvvHV2jQetzb
3nfGjos/050aSNXobrcfbWJ7sNjty7YkMUnjeAa0SKIrQho86lGyeePZrfDGm133621HH7nPSx65
02PhnV/Yfuf2SKuVnNP3n7Lp+29fyhQOh6hb7jcsJH3TzZGKetSD9p/eeedD7hUltKo9++6zoTss
qhA+oqflhWduUXWrVeWQ93zw2/J89ezUC45bNbswJ8+PeOlN6x59sT4ke+5/4NSa26/X3sod2+To
cU/+SH+vA6/4m6Xf1IurL331v8t+SUl+2KPfPXXX7gRzVWZX14j4rUNXmdbiuB73oKWpibKb7/07
qTznV28w23R/EUVU+kNHqsKXYM0hUqmqxgqF/Kte/t6DV6/efmv3GVHZFvXw1GnxR/T5V++lGsjS
NVuak+V3UlczVz4c+bBzu72F1LhGvlpUsB/4SpQBLY8oa/6ma/xuO4GnBhKyokqZyqSBnIvH45Xp
jNlMnaeyMCJcs1Mve8IqnTNuNpPuunCQv4KQ6iUAPWerzMjqmc5RT/6c02H/UdUl62VBD+R3TDXz
X0NSrzDOc0c7IDWFNHDZ+aQH9lftusu/RD3XVf8aM893NSn+i3nIqqYNBCAAAQhAAAIQgAAEIAAB
CEwUAbn3oFTJkPsNLvaWBWipizDconvxDbfudEe2SKCd7som0vNwW8pf6k11F7tdydsVCdt8aMtq
58l/vfNpb5w78axoe8IZ0Xb8a+d+5zU7ZPvtVy7pPNqy6pJkubO4ICU4Ogvznd5iZ9AfbiJBD+a+
deGOy75iTd+OS/5t7uv/JupztHUHU91+tCkBWu7M19+dmDsUoKfXdqbWyP8Phfdvdjq7U26jo3/1
V7IN/vM/o+2//9u1UIY1oAdTkVAvOdQrEwn/9t1isPPKk5ZEPec6E81rr+f9+oIvX3fnndGdvh50
j9mdn7zbGU9bIYYGLlCVVPud712/a6EvFZ9PPX5WkubkueyR/aKpdbdFGmX4iJ6WDz10qVbDHz/7
wfLb/Jeceoxy8qD9189svUaefOqlm3/5+Uebh0RhVw6ox8N+97z+fY7b8agX7Nzr4PscsJSJ/Oa/
+c/zLu7NP+J5TzxvQ++op+zc5166fVRm96inHPvuJVlZSmxP3fzLJDLnnbZJ5R5K+nOU3bzn7vIU
gTCdzQb/sr/e8tm5575LkcoN6yT8d//PUaadVKqqsUIhiNRLQTF9g130WcDKlslJmawn/9YS3gsv
+cXgXktzak2W38lrb146wb711VOe98aXiA9zdzsiNa7RrhY3pVuuTXXb7KiApwaSaUZU46SpzLca
QxZPiJMf/th/y3n6oDcs/RE47B4bZ2/6hbOj8t/aPEPIgnEelavi8Q9Y9U9fvaUzv/RLBbOZ/6hq
WfCykORYCK6QNs5zR3d827nfWHjYs3cDv9de07f92r9EQ66rzjVmXpylQRWrOgQIbSAAAQhAAAIQ
CCUwPdVhgwAEIAABCDSKQOjfsCztVICjeKw95vh1DzdqYAx9WPeYp8oW4s6y07udtzOgO3fdtXub
ixJ7Y4+V1UijOh67H6LRfPvqef1b9SSfFqdnn/73M/uc/PMfXh2lnYqO/MJHT6k84vDHO563UTUW
yfWq6yIt+xUn7yf/Xn31TT9f/sX6W1+ypOyEj5jUUtfKsDyU27hJ7rDk5Z38yLU6oU+36V57hdle
68u62LQQWzjwQTKoNNu1x+7ywaqXveeGnybxee6j1kbt53uSmi0JlVbuoe6VVG1WOqaSX/f1v09t
E2+guUmki3vZN6zzUzWthaPI6qQkoUtWu1Qk7610T0+W38lDXrz1ptuiOvAPvP9+5/7xxr9/YVTT
puGrRSPSX/yoHw2ET4eyELjss85ISPtMq7GsxaPO091n98++EXfVVMkLfnnzkiesF/v/5/f23v6j
5+mB5FsT9dx/VLUJvCyEAA+8hmS6wjjPHdOZhdnosmYC9y/RwOuqM159vo9wVWeaCBpDAAIQgAAE
IAABCEAAAhCAQKMILPQ689HtB4clOIZbVHViWIJD1NNoi9KfJQm6KyU4upLWK4nBM9HzwUy3P9OR
rTcttyLsyo2iFuWWfsZDW1b7/JaX+s10rzp37TXvXvpYnWR5sLDQX5wf9KX+hiQy96Ot21n78OM3
P+9lTrabX/Tm9cf9wZTUeDZLcPSjWxFKFY6lLlOrpzqrhgNfdNhhVx965DUHfvGLv5qamr/PfboP
fGD3Va96xoEHdu7/iic94JVPOuS0J93zxU964GmPuu99uwce2L3XvbpHHtldv14F/zj5L6ofLbzU
Y6UG/bDX32ZrECsbLFOf2rVh7we9fqlYR5RHLOmESxOyUt3XO1c+OfwAmailx0U/jARoJXxf/I1f
DtZtVgckLXrV/I6gEVcaj/umg1K/xNfbXoe8pbPlkEcesaRMif4rhxJPgOVRtLU/ed5vLc6s3h24
k5VpzkXjsr/aWykvX7vkFx/+4s0L+x66wqDR5cZtS/mbbz37sdLmHc9fKmu79aa7JIp4r+4zo7oZ
uwtcxEd3+pYQ/1KkxlE/1RVm1NDWcGlk3ByWe6m47vHAd774Xdcv/vYz5tetuAnk7mWzfI8459RL
s31Pu+3fv7FVrMosPP1hq1ftvLOhqyWG66SHLV2JfnLlTYODH5wyHTH+2Za9f+4CpjLbaowbDF88
SSdwd+q0x0WisDzUDzgcC8zVN5LLE65jS/td4ce/0FKtlDX/UWkQflnw+RZzzH8NyXqFiZ87SWe9
+pLMv0R919XgS6tvVWf5C5Uy4/71wFEIQAACEIAABCAAAQhAAAIQaBeB6BNrtM0vdhallrIqZhHp
BsPiG0qGFgF6qDtr6TkqTjEsDC31LGRT9Tfm+92eEqCXpTBtWX1kTrGsGu0WTaNXtuXlz96DhV2D
+V0DKcHRXxwM+rKt+e1jNz/nZeZn87lvrqimu+lP37ruuD8Q10SDjmRosS0FoBfnp1QJjoV18o8q
wRH982d/1jnjjM5HPtL54hc77353501v6nzyk53PfKbzt3/bedvbOhdc0JEbEP71X3fe+c7O5z7X
+djHOmed1XnDGzrPe54k4g2LFEeK/VR3ZlqVLFkhGUx3v/KjlbfMijW44u1bPvWyzdLxHc9fugVi
lEd8zbeWrMXa796vhhtue2/cLUe+6h9vvWMuklZFFZICFIPVSyLRlr3WdRfnpHH6iMtmk1peef1S
jvAZr3z0K8798x3HvVC2C7/+6ujJgx6vM+9k9Fee86crgJgvlkfR1l7x54/408euEg8vPHNPJ8w4
XovGGSdteNi9lypfR9UG7vHgxVWrncRk5zd/tvR1xO899t6rFraf8IClfPZvX/6/gz0PcPZSkarN
0cAVnbnv6ht2V6iQ7qc9PlqI+uGnaq0rB4rlFq9+2e8khez3WcU1d+hvz2+IFqRjxOluipPDOX3i
3y113WPD7Mz1P2roalk5WZ9/zZ5HHhJdkOTse+LTPzHY6+7pka60ELLs3/eOJy0tb2upJLz0T2WG
1RhfmX4HjGuL8/yV74qiBfzYpQX83e/f0Ln7/eKrq/vsre4a0Kb9+HPXeWSa0seXvt+SC7AxUPxo
psuC79yJOea/huS4wljnjh5QAZcLstpz3f9u6+x9iH+J+q6rxtm9e425sPtWtZ4453XPP8VJR9XX
3GwQgAAEIAABCEAAAhCAAAQg0GoCiVJggQMKSN7HEa/Zea9X7jzw9Gizbcyu6QwcN/lbe/Sxm//o
JWbjbf/49m0ffcu2j/y1uXPji9669tinuf2ajYpQdzv3+Hpn/306a/b4rTvuLsryD3/Y+dWvOkce
2dl33873vy/qbeeoozozM50rroj+leeyR/bLUWkjLUV/fsELtrzudbd0nh3d3G+oy0eP/ieWUkdF
HJk7IZJfb//Qpo3rIoFY7TEbXPj11zzsMBvfBZ/98fPPvGLuQU9MMhiP6pfv2nTwlqUhFh/5vEve
eoCY/a///vVxp10+d8Rj1IhyZ7nDX/CLi977wNQRlf1vnr2Hp+WN792wz+YVv8GXLj/4xdxRZ+7U
zlh+Sm0HqRmtdmo48vy0E1a/8zlrtdKhGvzgf3Ye9fq5OMz4HnOUpKGnnnObNPvN322Wf+/24tt1
lxvft3GfTUt1mdVOKb8gWcC9Y545vyHzDSGdvpk73/QPrzz999w3rlRAPFRTUVixq5BV1DsXBvd4
6Yr7CmoCHp5JhzxOfu+vNx558G6esuTu89D3+OMa1WrR0ZnrR9Tnt73z62/75K/V2eeJVI5afDyB
PPh3HmRiMUdU8377eZtVOQX50cBLv3540lRaJ5T/pemeLlWhzzvLeScNsS+ryGnHHFqdMv2HPHXX
ngdm8jCpsf8cj5O37MS7+y8LqeeI/2TxX0PCrzDOc0dPXHyVvvXLszsPuJ9niXquq2Itvsac2D2r
+v9+6R7Kq9T5Cl8Vg/kVV+PwjrSEAAQgAAEIQAACEIAABCAAgeYQGPzLxsNfcNfd9uyuX9NdNStJ
u8MPj3L3vygLWkpqRP9Kum5UwjX6tzs3TNfc1YvazfcHu4YKq9wIsDff69111/wNP93+lWO7z4jU
V9Pyv785yor7gzdGSbhJlr99dnTnvyNeG/1u22d5sDD49JZfPfnw6S13m1q7vju7au0xJ2x+zp+b
SLd97G/nLvt38Ul2rjvmsRtfcKZ59I53v2znRf8yWOwtLvTu2tm76tb5E3+wvXv/r3Ru/PFUZ3Fd
Z3p1Zza6v+AvfhGpzPvv39m1q3PTTZ116zpbtkSK8+23dzZvlvu8dW65pbNjR2effTqrV3duuKGz
uBjdobDTOUT+605PyTYYzKjNHF7t+fDFy4U/hNTKBr+8qfOz/x3+en2YeikVnEWBev6LPtO75yM8
BvUh/WS/TbszoOdX7/nF70VT9x9f/Vl/r3vpEffdZ0N3xx0hIyqz/pb7/unOi79zq6qWq53/7reu
XP2bX5z3tYXrboyCkohEBJdN/WB8w7oVJbO18+//au/lH9vxw6tu08WXRbj87mU/FVNxmPE9Jg2l
wscfay98n+LQ7S2sueZy3WXfF+/44c/uXPo9+3zvhz++UaS0wT2O3rX+bnHIqXucvpk7X/6J+Xd9
/i4NTcK0uniopqLQ2KWlJL+rkGXbd2NXsKy59gdO/z08kw55nezqH/4LTFGfB/d+VORD81aLGZ0s
AJmLf//Kz6SGzNs+cf3CEb+7hC7Z7fiZ7ln2R7/01z+4Zqmqu0zNJd/4pcX2b74wf9Ot0SlzzEMP
nJ2bS5rK1BVoNnCeCLLTeZlKaiyryDokoOQypXaqWNQps3PzPTK552nsP8ed19ikwNV+/2Uh9Rzx
X4r915DwK4xcnOLnjkahLxoCP/qO5BPXL245zH9mea6r0jG+xpzYPat6dvudzrVUZBl0pHoSGwQg
AAEIQAACEIAABCAAAQi0ncBKKeEzZ66V7d/OXPuFs6LtP86OtgvPXvv14aY04vSHYlLJQ6qBrEix
lbsOOtTnb31VDz73zS/ecd7SXanUzo1/fu6a457h9K7bOfgHnQP36GyY7Wye6fzL3S69tHPooZ3/
+q9IXz766M6mTdHzhYXoufwrz2WPPJej8lxayvOTTupcdFFn6v/uGCwsVRNWI639yjvVk7nH/oV6
Mrvzzpmvf1jvMRusuvOmqTtu7P7kK1G7fQ4d7HOv3pZDFtYsleNIMhgPae0Vn+vcdI0eYnZ+x8wl
H1x8zKkLq6IvBJZG3OfQuaNODBlR2U9tufrW67q3XSc3HtTO9/e8u5QPltGnb/hp9+r/lIj6Bz5A
jk7974/Evd7DnjP9rU9YcNTLmcX56Zv/Z+o3V6koBoc/ur/PvcRUHGZ8j0lDH7UQqblYc8035d+d
hz7CPLr6N1ctjSve3u2IXXdbultjHLJ/T/9jS9VOojzT5anfDX95PchimP71DxU0CTOiNHzoLklU
U1Hsxi7mDnzQ3H1PkP8Xr1SOqumSk1i8gQd1kpO7YcrQD3yiCbNpq2XFUpFTb8+79zcfML9pf2uW
k9x2zGzysp/fY5+IzA+/FBk/8EH9/Q6f+u8LzHmP5u66K2RV9B/81F1738s5lVkXpDl9qYvHc+JY
dmTRdmZWL12yhrHsit1RM6urVnv/OR4nn9rdf1lIPUe0/STH/NeQwCtM/NwxLymDex2zdNG432N7
+9xLXdjVw7NEk66r0iu+xpzReS7msqrVFUa5YV33Cq4BukMAAhCAAAQgAAEIQAACEIBASwnI58RD
nhdlQG9Y01092/nSMFXZ83jQmVFZjJ3DDOhdvY7KgJ6fHyzu6vXvvHPhN1ft+tpjpp4XpcCali98
W2T2KWdJBnRXKkHL86EBKcPcmR8mWUtu9X8N1e3DXzdMk02w3H12lDI4+Ke1v3zcIZIBve6Rj9/y
Z280vb39Y++Yu+zLsqc7iLKyoyf9+anFnWt+58Q9Tllx67ttb3rOjv/83La5/tW3L5z4o10qA3pZ
gN60vrN+qnPB3lIJ+lnP6szNRXKzZEBPT0cpz1IiW57Lv/Jc9shzOSptVq3qrF3b+fnPo0Ic3f+r
csajh1SbbuniwO3iBHp/v3QXO2Vq+gVLSa/FLee28Lk/X/WkI6el+MmL33/LrsMfmdsOHSEwrgSa
fI7oS4pouzuf+PKmTYF1xSvuZH+BEhxNm2T8gQAEIAABCEAAAhCAAAQgkJnA4GOr9n/2Xftu6m5Y
21mzqnvhW1ME6Pu/XpXIiAYSmXjnUFuVGhULc4uLd97Zu/HK3sXHdp8Xqa+m5UvPWUqHSvXv3ssC
tNvyH+2SuySKAP0/x+0/vee+M/vst8/r/m724MOU2ds/8va5y/7fsIKIDC/3GIxu9ScCdHcxEs3X
PvLJe5z2NtVy8Rc/uu1Vv7dwyy137Fi8alvvqVf2DAH64D06e0QCdHfd7OBjm1I9djaYeuHK2wzm
s0Kv9hPofXBFAZZIjjnxNaMN66dvnPn+z3f88Unn9E544cL6vUbrDKNDoIEEmnyO6EtKEy4m8bkr
/Yo3UJXAeEAAAhCAAAQgAAEIQAACEIBAmwn0/362dAF66gWR+mpaLk2Afn6vM+iJtK0E6Kn1G6Y3
bdn71e+cPejQ2z/6N3PfjHKfkwTobm9+zaP/UDRoUZ9vf93v92+/aXHnwm4B+oGXdm64fJgBLQL0
Xhs6G1Z3Vw9rB89MTUlB56np7vBVtzvdHSqKXaPGSE+ynGXPwjC1e/nD8mBYLZsHBNZ8JioNrh87
/+B1I2ey+pdX9Pfcf2HTfiP3BAcg0EwCTT5H9CWlCReT+PQ18IrXzDWGVxCAAAQgAIHqCPBRtDq2
WIYABCAAgXwE+h/s7vPMu/bcoDKgOzPTSlft9ruRkNpX9yTsdhaGeqsUytilKmaofxclA3q4f34w
v7PXu/OOwdYr+/953NSpw74VWO7+ifjVE2n7F4/aZ3rTnt21G6ZWr5nesGnVfR+883vfkOToyHWV
AS1eD3QGdJS1LQK0/Lv6IcfNf++iwfY7BvPzi7vm79jRu+rOwe9f1e/+1qWdX13Z7Rz435177CUZ
0N29ZqSmRrc7NZjuaAHaqT4r7kqD7ptln8nbyrck6QUBCEAAAhCAAAQgAAEIQAACeQkgQOclRz8I
QAACEKiKQO/vupv+4NaN66dUDWglQIvarARV9U9vKirWLI+FTndJeh4q0/O9SIOOnswPFualBvQd
nVt+Orj0cdMvHqYCV2BZS9tXPWzT9IaNU2s3dFet7k5HKcndKVGeh0nHS473ojLQcqM7KcShikEv
Dssyy78LwwohC/OL8wtSA/qquzpP//lgKEBLBvSyAB1lQK+Z7swIi6nuqqUMaCVAm7nPelqWeC2/
XlKi0aCrWrfYhQAEIAABCEAAAhCAAAQgAAEHAQRolgUEIAABCDSNwHV/NTjhZdfetC1Kf141Oz0z
FWnH3a4UWo503IGousOSFqqcRK87PSwzIXUmov0L/cHC8GaCC9EN/xYHc9sOWfvrX/7b45UAve0d
g98+rWTLSoD+37cMfvOc+w9uu6mzas203PpvKEBHwrPKgB7mbksEkistT6bF955KhY5eDnoL3cXo
5WBxYXGht21+cONeh5z09V8aAvTBe3WGNyHsro3uitidXUqCludTM9HdkKw8aLkbYcSo2xXReWqK
JOimrXD8gQAEIACBthLg83NbZw6/IQABCEAAAhCAAAQgAAEIGAROeejcix61ePIZP/j1jXfOzK4W
GTUSWkVGHcqqorWq/1OKc68ztVRqYhAVRO73er1hzYl+Z1r03EO2LHz27Q/9wKVrzvvOWtn5rifd
9ajDByVa/sbPZv/88xvE8ilHz731ET+77M9P3nbDr1fNzgyGKcl9qdE8zDuWgs2Ry5EGPRSgBz0l
PU8N5enI4+HL6UF/vjfo3+2QR3/gs2d8/uAPffqnyxnQywL0sATHYmd6iGB6WlKhp2YGA6nHMdzR
UWhWPoZDiGwfHVr62NyjFHScE3sgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBiSAw2+3/8W8vfOAF
64tHe/2t/Td+Zu6jl88uDOXpdVOLb3nS/J89eWNxy3fN9T/61e2v/vzquWHC9dDn3gdPXVfc8vW3
9N7wj3d85DOLCzuuXiFAd2fmOqunpQC0PLrTq+U/KcQhWnZ3ejA1Oyv5053uTCRGdxf7A5WAbT8G
fVHll+9IWNxTLEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgEAFBAZS+EMSjheHBadVlrF5tz/J
1l7od2anon/lIU+G7aJ/pGN/UUpniGgdPVeC8KLRuScpzjOd2xc681cZAvRUp7vn1OB2qfEhic9D
YzNrpJiHekxPrxoMpegl6Xl2t8osdT/ktoXyr2rZHWY/65cVkMEkBCAAAQhAYGwJyJ/UsY2NwCAA
AQhAAAKVERgM737EAwIQgAAEIACBzARmREGWmyCuzDaWRGRVlFoeIitLCebedGfaKHohWrSozao6
szzkiVafd013Vg9bSn7z4gaXAL3jVjmqbzmoROX4HQilBjSfjzNPJx0gAAEIQAACaQTUXRZ4QAAC
EIAABCCQiUD8Q2um7jSGAAQgAAEITCyBCj+E7trc2SG51TdGGdAXnP/BiUVM4BCAAAQgAAEIQAAC
EIAABCAAAQhAAAIQgAAEIFAdge6gQqG7OrexDAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAk0n
EAnQt2y9qulu4h8EIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQi0isDFF12ibl+49Niy7xGyyV55
bT5vVVA4CwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAo0gsEKAFo/MbGgyoxsxRTgBAQhAAAIQ
gAAEIAABCEAAAhCAAAQgAAEIQKCdBFaU4JCsZxGdJQP62OMeYz5vZ2h4DQEIQAACEIAABCAAAQhA
AAIQgAAEIAABCECgDgKiplYxzOkvO+Wcc8+ryPLrXvsKsVyd52JfpGYE6CqmD5sQgAAEIAABCEAA
AhCAAAQgAAEIQAACEIDABBEQGfeO268rN+CvfPnfL73schGgK7KsBejq7Ns1oMsFhDUIQAACEIAA
BCAAAQhAAAIQgAAEIAABCEAAApNDYGF+R4mbya1Es2IqPiPV2bdrQE/OaiBSCEAAAhCAAAQgAAEI
QAACEIAABCAAAQhAAAIQqJQAAnSleDEOAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQGByCSBAT+7c
EzkEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgUoJIEBXihfjEIAABCAAAQhAAAIQgAAEIAABCEAA
AhCAAASqIrD3fvcJ36pywms3SID+5A8693v/zD3fPX3Iu6YPetf0wedO3+u9Mw85b+rID03d5++6
9zh3EG3vGtzj/Wv2f9/6kYTBoBCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIFAKAS1qe6yFtJHu
QQL0Sz99/dabtt955/btd+2Y3zm3a9fcHdu2X3vj9l/fOHfz7TseevDGZzxk/4fd55CHXP/VN951
3nX/e314kOJleOMRtmyLn6UjmtjASyTZNIZN86dE1JiCAAQgAAEIQAACEIAABCAAAQhAAAIQKJdA
kpQULjEFCdCdO7d3rvxu5yff6/z0u73v/3fvB//d+bG8vGK484qLP3fRP5z//776qc/+589n/vKq
ey0uLJpBOjPApUG4i35kpv1y4Ra35oxR7Swr/LiTnpT74hHlsFBwgqoDZcUSHyhpT20updIufv6n
DkEDCEAAAhCAAAQgAAEIQAACEIAABCAAgeYTuPnGK/1bkRBCdDOP/SAB+rDDDxt89Y8GX/mjwf/7
o6Un8lLv+dIzBhf8/uBLJw0ufO7gC8+fmupa48WDlways0jYqq8EbxpvjjKYGlop4TtHMYEoznpL
9arcBkp6tiYoZI7MNtWB8gerPHd6OyqXyp0drEEAAhCAAAQgAAEIQAACEIAABCAAAQhAIImApYCZ
KpmlmKVqZUECdGdxYejKbKczMHyS57JHP0R3XpH7XPX8KYnQHCU12qpdsuzHFcy4zzW7VPNwDZ8g
a/H4xfFJm7ualwrDQQACEIAABCAAAQhAAAIQgAAEIAABCDSKgFODzqo+S0RBAvR0TwRokZvnOx0z
u1meK2FaPfqZADkzt1XObCY7SY115QerQbwihK6JYQn5cWcKVpMwPfGPlfSVQm1w4lSzxp4k12pR
3sQej9c5XHxOLSNOqmVB00z0oLInCUvqfsuaeun5Kin3SeE5EUz/c9unIwQgAAEIQAACEIAABCAA
AQhAAAIQgECdBEzdSatJ1s4kRSirn548aDEVmA0cJECvWtg1dE4UZzMD2nJYjtrFN7Ss5uRi9ld6
pdoCFUNPyyRr5n6zu96vHY47k9Q367RZ7XMEXtGIHk/qjF0t3HjZkExzWpHDnrlzLicVhe5VxVw7
Ly6BI1bhT8HFSXcIQAACEIAABCAAAQhAAAIQgAAEIACBRhFIUpkD1WeJJUiA7g56y2G7JWY/FLMK
sCXJmYKvNpJVg1YanCW6Oa2F8FKqnNldPQ9natKI65Lm0fhYlviuGgQq8iFLM2nEVE+soELGSm1j
cfaE6XEvZF5C2jjnxQ/fadZyNWRZmmdB1rmOn1zaq9Q5DeefOpU0gAAEIAABCEAAAhCAAAQgAAEI
QAACEBhXAnERLJPaFiRAD0twhD7mdqp06WyP1BTpJHPOvGmPNfNQNherae101al7Jimb1fi1wqry
J6s2WoNjnlWRw+HUnPoqIqp0rnOfVlVEik0IQAACEIAABCAAAQhAAAIQgAAEIACBsgg4sxLNnWog
rQ4VGTeuCmbSCYME6NmeaMrSUrY8GdAh4aVmSacaMYW8JGtWZYZUmzU0KB54DU7KEMrPHKpuPe7F
R2mdw1WAasvqqiJ2bEIAAhCAAAQgAAEIQAACEIAABCAAAQgUJ5CkNYdr0EECdLcnNxiU6s+eAtDF
Y6ncwqgyiLVumyk1XX1BobqUW4WjCGit6qYaSfK55lkIdzg1okobNHCuK40X4xCAAAQgAAEIQAAC
EIAABCAAAQhAAAI1ELDSE7OOaKnMlrwZqEEHCdDrpkV6nu10ZoabJEHL86St0++LWp3tERcrQ7y3
2ngkPKe1pCEsZ0I8yRat0doTeMHSKkkuxaNzatyWTJwbQnyOkhzzC9NJbnus5Z4Uy5Os6n/S+vGE
UM9cCxDPPNb8xUDu2aEjBCAAAQhAAAIQgAAEIAABCEAAAhCAQD0EnOpzDg06SID++f/ccq+nflxt
h574T4eeKP/Gt3889MR/vN9Jn+wtLuZAoNOEVZGHkGRhTxfnofAhzJYhnuSIV3cJ96rIKGbfpOg8
UedzUmcf61ozao92xqxQbO43h3OCSp2UfA7LWEmWU0csSLisybXs+Dkk8a/IGcxCAAIQgAAEIAAB
CEAAAhCAAAQgAAEItIWAJ/c5qwbdHQwGt2y9SkW+Zd8j5PnFF11y7HGPMZ/fddf2d7zz/d3uigLQ
iwuLN99y68KCLTe/5a9eu/feW9qCEj9HRSDwa4ZRuTf248J/7KeYACEAAQhAAAIQgAAEIAABCEAA
AhCok4CoqXfcft3C/A49aEhRAX/Wo+i0l152+TnnnmdaVmZT0yX9zZTl1732FUoTtjyXnabzzrH8
DbR9eRIkQBeZKk+liyJmLQqmqVT6BccN7+5ZZNU56V/Z1Y1rYSl+goVzLqVliMNqoNoYpsZVZK4R
oFPx0gACEIAABCAAAQhAAAIQgAAEIAABCIQTqFmADnQsScgKF6A9UpjWpuJtahWgA1nQbNIIIICO
dsbhP1r+jA4BCEAAAhCAAAQgAAEIQAACEIDAmBEYMwG64OyYAnRQDeiC49EdAnECzckjnszZgf9k
zjtRQwACEIAABCAAAQhAAAIQgAAEIFAbAXU7NP+Ww5lUm2aDHPZL74IAXTpSDEIAAhCAAAQgAAEI
QAACEIAABCAAAQhAAAIQgEBEAAGadQABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAKVEKj8JoSV
eI1RCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAKNISA1oP/1nz9UujuXXnb5OeeeV5Hl1732FeJw
dZ6LfSkGjQBd+qrAIAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCHREgKYEB+sAAhCAAAQgAAEI
QAACEIAABCAAAQhAAAIQgAAEKiGwQoCWXG7RpNU45vNKRsYoBCAAAQhAAAIQgAAEIAABCEAAAhCA
AAQgAAEIjDWBFSU4xjpSgoMABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIH6CEQ1oC84/4P1DchI
EIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgMBkEjj3uMVEG9GQES5QQGD2BW7ZeNXon8AACEIAA
BCAAAQhAAAIQgAAEIAABCEAAAnUR6N5845V1jcU4EJh0AvKjA/naZ9IpED8EIAABCEAAAhCAAAQg
AAEIQAACEIDAxBDYfRPCLfseIZu6CaH5fGJQECgEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQiU
SWC3AC1WzfoA1AooEzO2IAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhMHoEVAvTkhU/EEIAABCAA
AQhAAAIQgAAEIAABCEAAAhCAAAQgUBUBBOiqyGIXAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgMCE
E0CAnvAFQPgQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABKoigABdFVnsQgACEIAABCAAAQhAAAIQ
gAAEIAABCEAAAhCYcALdm2+8UiHYsu8RcuPBiy+65NjjHmM+9wBSjVUD87mfqbS0GmgjuSfDtJnP
2t773SdpdI3I454QS3U+6b6Oe++X3tc0fvONV8XH2vv959s7zzZ2mM+Hu29+0cmpDjtsGn1CLKQO
0boG8XUSsjx0mOGnSevI4DAEIAABCEAAAhCAAAQgAAEIQAACEIAABOIEimZAm8JriAirPHjaM1+o
N3kZl6RDpkp66c1sn7TfY1NURZERnVuqJ9JXiZLd5YcIzXqTffJc/k21MxisaKJfyhO1BT3O7nT0
ZnZI2p9mdDJV5iQqMtF6OvSkeL66SKPLcQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIjDmBogJ0bjxa
ohULIkZn1aAD2wc2U1EoKVlvak9qfquSraWx1q9NJvpQCChTdFbtZY9o12oL1aCl29nLm7JivQxx
ZbmNPwk6yZJF0v8yiztLbUei+Sr1WR56RtQEqXWSIwq6QAACEIAABCAAAQhAAAIQgAAEIAABCEBg
7AkUFaD/9Z8/JIwy6byKqcpTVs+1EWdGc+ocmPnU6rnZJTUvW6vMVgZ06riqgc6AjuvX6qj+N9Cg
2Uzpzlr3zGGhYBfJgHZuqWaTMsrzQTaHC/lWwOlejlUat6Ny2VUUAXntqZxoAAEIQAACEIAABCAA
AQhAAAIQgAAEIACBcSZQSIBW1ZaVwmvJvqnMpK90kb7KSJGiHKJfW1vq6PEGzvRnaab15SSb8Qxo
vUcplfrfVK+03Gwqm5nTn5OGOTs9FVrync0tCt/Yk+p/uQ0sZd8ybuWqpw6t1OfUbyNS7egGOiE6
vAstIQABCEAAAhCAAAQgAAEIQAACEIAABCAwaQQKCdAKlspflkfSTfacTEUQVKqxzkstWJQj38z5
05+1fOypseDMgDZlSnmeu0SDLrsRVILj7HSJOZVSo4o+C38r39maLwkntUaKtCkl91mnPCuvzLT0
EB9SydMAAhCAAAQgAAEIQAACEIAABCAAAQhAAALjR6CoAK3zl7OiURnQZsUMZ1GOrGYztdf1MZxF
irX66ZePdb7zwHhIpq3aZJ/6N9Axle+sHzonWhWDzv9Q2rR6mM9jFj1Fn+vMhlZCs/mveJokRvux
mOqz+sLDuYWwVXON+hzCijYQgAAEIAABCEAAAhCAAAQgAAEIQAACEBACXZ28KTqp5CCLNifSsPk8
UN1TSnTIQ4YQ3VnnTasuskdGVxUS9BNpo/bHzTpzWq0yIGqIJAuppYSdGmjck7idvfc74uYbHT4n
wZH2Idx0G6fxvfc7f7fELE3PNoRm87mycrYkDp/siOX95ydlQIv6HJ4cnSnj25k+nCpAp06fii48
9zlpnThnXH8fkDX3WZ1fmaabxhCAAAQgAAEIQAACEIAABCAAAQhAAAIQaC+BohnQErmSfc385RAc
zgxoXZRDnmQq6KFH1HU8VPe40m365kx81julZaDKGRJv1jbq3oPBmdNZzYe2F11bbaJZ6+e7dyab
id+EUNo6dwa6Ys6Fmbru747aG4iXZhCAAAQgAAEIQAACEIAABCAAAQhAAAIQqIJA/gxonVuqRF4l
Q8uTVMkvKXlZJz7rOHNkQOvEanHD9DAuZzvFZd1FRWGVgHBOgLajE5/NDOiQbOikDOikshuJGdCW
f2cvl93QT4wGgRnQojVLy0iAdj2cRjQ3q4cTeD0Sv7kSPGdR4HceqgSHqohCBnQVVyVsQgACEIAA
BCAAAQhAAAIQgAAEIAABCIwNgZwZ0KqSgFXyQul3qoyG52HmPls1oFUGtNoC1UBrIG1c3Ih7mDpt
T3vmqWrTLTNVk0i13/wGZqFnVQ86SX1ufizaQ/NLETNH3noeGJF5N8LALjSDAAQgAAEIQAACEIAA
BCAAAQhAAAIQgMBkEsgpQAssVSc6HzWn8GcJ06lCtnNoUca1hC3P/R7GS3CoewDKpg7JEFlTXJOA
ZC30nBns2St7ZHq53FWqPFvbkMDJzi2zhyPtkJqYH+6dyoCWTS+S8L60hAAEIAABCEAAAhCAAAQg
AAEIQAACEIDARBHIL0CbmETdE9m3yA3WVHczA9q6S6E1K0l6YriKrZTleFVivUcdradGRDlrTovO
lvqsrPuPluPBbitxcV+OOXeWPXKivRI16Np8ZiAIQAACEIAABCAAAQhAAAIQgAAEIAABCLSaQNEa
0CLq6VRolbOcLy3ak+/sMWj28gjWUugjyUhqhY3UDOhUC+b6cFpzJkfr2w+qWsMrjTgSz1W5jBWP
s41X5vPhbsl0Dlm4qga0s6XnUIjlVrfRk566PKwwi3xJ02piOA8BCEAAAhCAAAQgAAEIQAACEIAA
BCAwmQTyC9DCq4jiXAXufCp2WZ5YudL+l+agWatzuG9CaAnQMcV5dwZ0RgHawydJmy4L6fjZQYAe
vzklIghAAAIQgAAEIAABCEAAAhCAAAQgAAEPgUICNGQhAIFMBBCgM+GiMQQgAAEIQAACEIAABCAA
AQhAAAIQgEDbCZRTA7rtFPAfAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAESieAAF06UgxCAAIQ
gAAEIAABCEAAAhCAAAQgAAEIQAACEIBARAABmnUAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAAC
lRBAgK4EK0YhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAZo1AAEIQAACEIAABCAAAQhAAAIQ
gAAEIAABCEAAApUQQICuBCtGIQABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAYLcA/a///KGLL7pE
ETGfwwgCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkINA9+Ybr8zRjS4QgEAOAvIdz7HHPSZH
R7pAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKCNBLoXnP/BNvqNzxCAAAQgAAEIQAACEIAABCAAAQhA
AAIQgAAEINBwAt3BYNBwF3EPAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAE2kiAEhxtnDV8hgAE
IAABCEAAAhCAAAQgAAEIQAACEIAABCDQAgK7b0LYAmdxEQIQgAAEIAABCEAAAhCAAAQgAAEIQAAC
EIAABNpDAAG6PXOFpxCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEWkUAAbpV04WzEIAABCAAAQhA
AAIQgAAEIAABCEAAAhCAAATaQwABuj1zhacQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABFpFAAG6
VdOFsxCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAE2kOge/ONVzq93bLvEe2JAk8hAAEIQAACEIAA
BCAAAQhAAAIQgAAEIAABCEBgZARu2XqVc2yfAJ3UZ2RBMDAEIAABCEAAAhCAAAQgAAEIQAACEIAA
BCAAAQg0j8De+93HmetMCY7mzRUeQQACEIAABCAAAQhAAAIQgAAEIAABCEAAAhBoD4GLL7okyVkE
6PZMI55CAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEGgVAQToVk0XzkIAAhCAAAQgAAEIQAACEIAA
BCAAAQhAAAIQaA+B0BrQniTq9gSLpxCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIFACgWOPe4y2
IurxSSef6qwBHSpAb9n3iBKcwgQEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQi0n8AtW68qU4Bu
PxAigAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgfIJeDKgqQFdPm4sQgACEIAABCAAAQhAAAIQ
gAAEIAABCEAAAhCAgBBAgGYZQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQCUEQmtAxwcvqyr0
6S875ZxzzysluMaaet1rX+EMkFs7ljLvGGk+gac984VlOSmnedIJ1cyL0nh4W9b0YQcCEIAABCAA
AQhAAAIQgAAEIACBsSRQwk0InQL0HbdfV5DXV77875dedrkI0ONtyiNAS/gFGdIdAg0ncPbZZ27c
fJA4WdZp7pF0yxqixIvSeHjb8DWGexCAAAQgAAEIQAACEIAABCAAAQiMlkCFAvTC/I4isYlnWoAe
Y1N+AbqsBPAiE0FfCCQRKCjpnn32G00BupTT3C/pljKEEqBLMTUe3nKCQAACEIAABCAAAQhAAAIQ
gAAEIAABD4Fab0Iog+29333MTfaE15owO1Y0qXqI4vaVqeJ2sACBJhOQ/OV8m/zEwR/Xlv3u49ya
TMNyuERXnRfPfPZLNJXPAXpBAAIQgAAEIAABCEAAAhCAAAQgAAFFoMybECrJ46STT73g/A/K1jm7
o7aTrjxVdsqhVBnaEnOr0HbF5s03Xqk2Zb+KUVheEBgzArdsvSrH5oGgZNykBv6jIWytr8FCuqS2
UV7dcuOV5lbcVRlXXzz11Uk9Cbxymp6XaCoVCA0gAAEIQAACEIAABCAAAQhAAAIQgEAqgdIEaC09
LynOV566YuyzOyJJKzEl1SezQdb2qcZF09FttAad2ks1sCQt7VvS/kCzNIPAJBOw9Fx5WRYNLeaW
YlBLz5Y15b9HTA8ZXa6Nylt9qVFPtAwdYkS1sUyZlzulaIeboiUEIAABCEAAAhCAAAQgAAEIQAAC
EChOoBwBeim1eZjsPDhroDbLOTkUJUQPc/3C/Y4yqfM+UkttlK5u5/WUfhCYLAJKrhXdtrvyJwjq
nFWSrjQoqOqmXgHCoSv12dO+iAatL4mmw5bzgZdN3czMy9YY1ZNAU+FwaAkBCEAAAhCAAAQgAAEI
QAACEIAABDwEyhGgo6y6s6NRlO7cfYPISkvP7bFFpA5OwRNbTzv51HwilMg3g+jRkf/iGcpKes6a
ICn+WD+QT3pZZM11uxE9/0PamI/UxrqBMh4yRJoL5RxvjiflxIOVAAIhZ7SlmQZYdTTJeoLnG6V4
L5WzLCE7rydqf+BlU5tKyssON1U8LixAAAIQgAAEIAABCEAAAhCAAAQgAAEhUIIALfl0Kk/ZVJ9N
uDoneikt+uzEFDz9C3QrfdpUrLJkNYrYKpa6WolWerT8W9EjRFnzDK005VTfpM0wit2PkF5iVnWM
Zqo6BKne0wACQwJJCcWyQHV+dEFUWa4VvqHi6c/Ous9FkqD18AWvIVYYGnIphaoLTgfdIQABCEAA
AhCAAAQgAAEIQAACEJhMAiUI0M7UPEmCNvOgrZeebD7RoJfk7JUSlRJQzKIZAQU0IvVZadCxf/NP
d7kKkemHUpTze0ZPCLSTQFwpLl4JWpdUNmsrl4KnlOxsvydqiBIvNbqqSSkEMAIBCEAAAhCAAAQg
AAEIQAACEIAABMIJlCBAxwdLKgMd6Naxxz1Gt/TrJmka9G7dWeUW63/FvlmXI9Axs5lHGypRNgp0
TMvWZiq0lRZtFt+wmsUzr+P1PZzWxD1nJZDwnWaA4UVFArHQrCICzpo2amfBEdXXL8XV54JueLrL
2S2XFbXJo9yT3dSdS9egdVA6x7w6SliGAAQgAAEIQAACEIAABCAAAQhAAAKaQCUCtMp9LvGRN31v
KfdZlM2zz+4kbUX8rE4k8nglcrPWasOddxbfMKt5aInZKvGh9qtB1XC6lIezpWpsZXMntdT+pzYI
j5SWVRPQpXKsgZL2p/ojHeVcVadrydeOlWMXl8ij5Z0aT64G6irn3HLZizo59XEhXEq1kNxe0REC
EIAABCAAAQhAAAIQgAAEIACBiSJQiQBdCkFRSSy1SESTszvRzQ6DBaAoA1qpz0kPOZRJNUtKUdQl
VsvNiExyWyu88eTl3PBTq39o4Vu3NKXweB1qrVPndomOjSUQP2synUdWXGUVfXbisn7roK4q8X8D
UctVSP2wQj1KSdaWokPan3h2ufJWFSZKfShTSl+Ol67WppyHUo3TAAIQgAAEIAABCEAAAhCAAAQg
AAEI5CBQggAtkoeq6WwWfc7hiu4iAorOgjQ1aBFNzup0ZAt+lKw+e1IUrUPBHhZtqJTowJsQxgfL
l0yt7Vhpy6b9HOozJTiKroZ6+5uKc271WSU+y6MUJdcJQNWANktCSzPlsPmvB56ZLyxXJNVL3LZ8
zq3q6qJDlp9m9WqzMJHHVd3M/NWI9lM9kTZkQNd7rjAaBCAAAQhAAAIQgAAEIAABCEBgogmUIECb
yoh140FBq/dIYeill2d3PNl88d/Iyx6dXywW3mD8SN8ve5Wb+yxDe0rfWocqXVO55WanV2YydaVu
pxrXnnAzxlRWDWkQKOA6vTVPaqf6XMWPCXIL5SoErT7nLQqUOG8qc1lf/bSfOSprW6b0kNpUUnJ0
QxYVbkAAAhCAAAQgAAEIQAACEIAABCAwZgRKEKCFSCQon71ERhRntWlSek+0c9gsMJtvt4VhsqHa
/mxlPqN/PjylnwtKUQ1fB4EidWAzFazOd07tlSP92eKZOkTD+U+OeznOI1NuTi36XG5mdO4a0OKG
Vp+dk5s7/VlZk0uikNTasf5CS39XF+55qilVA3pyliiRQgACEIAABCAAAQhAAAIQgAAEIDBaAuUI
0EuC8tlpsQwb5FCs0uw6jpu/u3c+L8WmMhK3n8N4Upe4FGtVXjbV3niZZr8npqmkys5qf3wU2Wl5
Yt2o0KxPHW9pOZbaoESkmBo5AS2AytqySnnIS50cXYpOWrAGtO5uOmYCLDGhWGnH5qb2qOHCNWhp
XKKpka8WHIAABCAAAQhAAAIQgAAEIAABCECg1QTKEaAFwZJKcvbwLoHxx/L+wFtpWQbq0awbMpHW
zQCd9wb0VKvQ9StMQVmFFt+jdsZLXpj2rb5xU6YFNUS8u2enxu7s1ZBJwY3qCCgB19xKHMvSc/WV
KrwGtHnxUT/CsLwtvRxHPPx8GrQTY4mmSpwmTEEAAhCAAAQgAAEIQAACEIAABCAwxgRKE6CVsiP6
8lI5jrOHSvTypvZLg9TiG3Gtucnqs3mXsDFeJYQGgdIJ+HXbilTdfBcT6zQfyR1HtZJefCJKNFXc
GSxAAAIQgAAEIAABCEAAAhCAAAQgMPYEyhSgBZboy/GffivdOVV61qzjSYtjPw0ECIHJJGCJufrl
ZNIgaghAAAIQgAAEIAABCEAAAhCAAAQgMH4EShagxw8QEUEAAv/6zx+6+KJLcmyggwAEIAABCEAA
AhCAAAQgAAEIQAACEJhwAgjQE74ACB8CKQTOPvuNl152ee4NvhCAAAQgAAEIQAACEIAABCAAAQhA
AAKTTKCbVBR1y75H3LL1Kg8aaSB5kcXZibB1zrnnjbep1732FU5QklL62Mf/XnGGWIBAwwls3HyQ
eFjWaZ50QjXzojQe3jZ8geEeBCAAAQhAAAIQgAAEIAABCEAAAqMlIDrnSSef6pSa8wvQf/XXfzva
qFo0ukeBalEUuAqBIgROf9kpRbqbfZNOqGZelMbD27LmDjsQgAAEIAABCEAAAhCAAAQgAAEIjCWB
SgTosSRFUBCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCJgEeApgZ0JpI0hgAEIAABCEAAAhCA
AAQgAAEIQAACEIAABCAAgVACCNChpGgHAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACmQggQGfC
RWMIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAIJRB6E0Kp4hFqknYQgAAEIAABCEAAAhDITuBp
z3zhLVuvUv1485mdHz0gAAEIQAACEIAABCBQHwHz3bt6A3/SyafefOOVcQ8yCNBior4IGAkCEIAA
BCAAAQhAYJIIyFvVLfseYQrQvPmcpPknVghAAAIQgAAEIACBNhGw3r2XKUBfcP4H20QCXyEAAQhA
AAIQgAAE2kBAZU/EBWjefLZh9vARAhColgC/DqmWL9YhAAEIQCA7gfi795IF6Esvuzy7V/SAAAQg
AAEIQAACEICAm8DZZ5+5cfNBSQI0edCsGwhAYJIJ8OuQSZ59YocABCDQTAL6b5OZPlK+AP26176i
/viljIhVWKR+HxjRJMCMsB4gAIGqCXCdqZow9iFQCoGpmT02bd5namo2n7Xbbr1+eqrnF6AHg0E+
4/SCAAQg0HYCzi/nuCq2fVrxHwIQgMAICcjb74Lv3vuLdyrpOVyAnhphwAwNAQhAAAIQgAAEIDAG
BER9vuG23vd/2bv8qvlLf7hTtku+v/Nr34u2r353h2xf/s6cbP9x+Y4vfXunbF/41o7PfnP7NTfM
S+zbti+OAQFCgAAEIAABCEAAAhCAQFsI1P/uHQG6LWsDPyEAAQhAAAIQgEBzCWzd1tlz/dTmjbOb
N0XbnptXbdk0G20b18i218bVsu25cVXUYOPspg2r91i76prrIgH6dgTo5s4qnkEAAhCAAAQgAAEI
jCeBmt+9I0CP5zIiKghAAAIQgAAEIFAngfldvV2LnX6v3+t1o22hM7/YlW2hN4i2xWjrLcihjmyL
vU5n0OlOd8XDW++SFzwgAAEIQAACEIAABCAAgfoI1PzuHQG6vqllJAhAAAIQgAAEIDCuBOYX+/ML
/V297mJvIJuIzksPedIb7FroyLZjobtruPX63U63MyUidKdz19zCuDIhLghAAAIjIdCVS2z0BZ/9
SNo/Iie75iPQB9VFN9YWZI91KNDgSJq1yNWR8GFQCECgHgI1v3tHgK5nWhkFAhCAAAQgAAEIjDMB
SXZeXIyym0Vclm3QH6hNhGbZlnZGO/qyiTbdHyy9C53bxQ0G27EwlHTlUbUapW21gyleQqBKAs6z
tcoBM9hWIvLyF5XRX4EcmqxpJMPYNIUABCAAgSGBmt+91yRA773ffWRTU2w+L3HSlVm9lWgZU1kJ
JE1xRVOf1T3aQwACEIAABCAAAQhkIiBi0WCwtFmqlnkok00aQwACk0lAC8c6fFGii6NQcnZxO1iA
AAQgAIEqCNQkQFfhumlTqds333il2uQ5WmfVzFPt668cUlvSAAIQgAAEIACBthOQlOZevyPVNtSj
O9VV21/9zdvv3Dm1lPjcGfQ7XdmUkqlClnodbY997P1XErMhFe3Og/YcGnssBAiB5hMYbRJ0pl9F
IB83fznhIQQgMGYEan73Pg4CtFaf9VJQGjQPCEAAAhCAAAQgAIF6CEjRZ7m1oJTaWK7T0N25MHjz
294mo7/7PW/tSRWO4TboijgdydCyvz+I/o1uSMijtQRIN2zt1OH4+BNQp6dHg959vV5ZXUcLx1bh
HWcdniQjHr4qT9lTc8NZ6NkyqCtB68ZJ5aHjA60oPr0MKKmZGtfZJb4/3AcznCTj479GiRACEBgp
gZrfvdchQJsCcVwsroi2ToWuyD5mQwiQBB1CiTYQgAAEIACBsSTwt+e8Xcf1/vfsfj6WwRIUBCAA
gcYSSCrdLg7r0jpDLXVFBLq6jjpkvVRNVZckI2q/86FrZZh3EcwEUFtwpk47a0wv++woPz2MYkkW
t5oNw3R3Ub3MhxmCp1eOZpng0BgCEIBAPgKVvnuvXIB2ln4uV5cMqbmRVCHaqtThrFUd3+msNE0R
amt963lJWvepk2JxBnu+Kwi9IAABCEAAAjUQiD6BR4U2lh5vettb1aCvOP1V6ompQUsStOQ96yoc
NbjHEPUQsCpy1DMoo0AAAkkEtP4b16A96rCyZmnHpf/cwbwDoQynM5qrmM3A+h5WarZf4477Ga9t
XUUs2IQABCBQFoGa371XLkDrahhmSnLpJTK0wSSNUqbHqhAdOGFi0KwrnWTHWYQ6cIixb+b8viGV
mEU+PhHCLdXI2LMlQAhAAAIQgEADCUjdZ+WVUp+dGnQD3U5yqVJZpBUcRHgy1avRVpVtBTGchEBz
CHiEY7N6RhGHnaU5wg1qdbj0i22O9GpTdDZDMKtkOEMrqD7ncDWcMC0hAAEIpBKo4d175QJ0apBl
NTD1ZbFZVpJ16Vp5WfG2wo75xYDlcGqNFIs8E9GKGcdJCEAAAhCYWAJS/bk3WNpe84pXCwf5d2b5
VoQvGyrR6l/1kPTnxf7Sk4mF1qLAlQatf4afoL8k/ty+RZHiKgTGj4CzGHS8ekbuwHUJjtSs6txD
ZO1opTx76k2HWI4X07B6FVSfo7+JyaU8QjykDQQgAIEcBGp+916tAO2saCFQylKHnXythOUccxDY
JS6hOvOvA62NazOPcGyW4CgSPtiL0KMvBCAAAQhAoAoCSoM2H6b6XMWI2KyagFnmNT4WxTeq5o99
CBQhUHoBjSRnQn4hUVAODudgVfkI6Wje2zCkvbQprj5bA5WeCR4YCM0gAIEJJ1D1u/dqBWir7IZZ
jmMs51VnYaem945l+ElBOYtBx6tn5GYC9tzo6AgBCEAAAhAoi0Bv0OlJRrPcqGl563e6sin7vW5X
tu2LncXu8tbv9AfVvhEtKzTspCpKqM8sEghAYCjFrsCgfjOR9DBlVo+Gm0+Nzadxm5nOWln2zyzq
MysfAhBoL4Ga371X/r5f64wyJebzEmfIupFgiZb9pvzjVprlXVuMZQ1UWwENsJc1ZdiBAAQgAAEI
ZCKwKOJyr9Prdfq9rmzyjlb+pzdlanam2x0W5Yje7w46IkFnGoLGoyIQrwFtZlOiPo9qXhgXApkI
OG8qaJXWSf22yRpRF/fQWnNIqrVZ9Fkrxbr4sgxh3gzQ3B8er2nB0oiTDiU1s/yRZtqC9sesEK0V
c48PZiCBzcJjpyUEIACBQAI1v3uvXIAODLt4M1N5zKd0l6hdlmiqOJnJsQD2yZlrIoUABCAAAQhA
oE4CSTWglVxl3sosq4BVZxSMBYEJIZBUi9nab9ZuHsqsS2Xcnc00Oo+RuMbt0aP9VY/N6hlmQeek
50omtlRscwhL840fsrpbBq32urEVRaAPgc0mZLkSJgQgMCEExkGANos+66xkM+VWl4CIHzUPpWbp
BtrJJ3+P/YJz3lRQl292lulIZeKZkdS+NIAABCAAAQhAoEQC8nFaMqBl6w/6skUpFWrrR5tKeR70
B2qT1OdIJuiVOP6SKeePtXVuWnw8z6HynWu5RWcNaOvmY825BVnLYeM+BPITsL4QasLL/MHQEwIQ
gAAEKiNQ87v3ygXopDLQpQP0FwL2HNWHxKVUb0PsUAA6iYC134Rpwnc20wvGYyT1K4TSVx0GIQAB
CEAAAhBQBPr9fq/fW+gPFhajLXoxfCgZejA/kE2e9Bf70SZ33Y506IF0lBqhZTFMUp91hprVQP2S
Wj3ylRkty3PsQAACECiLgPNrodHuLCs07EAAAhCAQIkEan73XrkAXSIaTEEAAhCAAAQgAAEINJPA
gw+d7SzsHCzM9RZ2qa2/MC/bYH5Ott7CvGzdhfmp3oJsM735qcWF+x48I7FsXD9dSkS6Lqdpzdpp
Cs2eQ6X4gxEIQAACEIAABCAAAQg0lkDN794RoBu7EnAMAhCAAAQgAAEItIPAN378m8MOXP2Eh298
/NF7PO7oDeYme2R78jHr1PaUY9bLduLDNzz1kXscfuDaz1x6/bEP3FQ8SKf6XNwsFlIIUO+ZJQIB
CEAAAhCAAARaSKD+d+/dpKoFW/Y94patV2mGF190yUknn3rB+R+89LLLX/faV9TPVhx42jNfaLpU
vw+MaBJgRlgPEIBA1QS4zlRNGPsQKIXA1Mweg5mNF37v1q3bdt61Y7DQWxCz84tS3qIvT/pGhQ2z
zMXszNReG1affPwBUwu3Tk/1Nm4+SN7mme8/9ZtPeQtq3lfK77OlRMeFab3Hc8gaAnU7kbkI0J5b
jJWyvDACgYkn4Lw2hl8VJ54fACAAAQhAwCZw263XF3z33l+8U71vd6rHTqk5jwD9yIf/9khmTwTo
f/3nD41kaAZ1EmBGWBgQgEDVBLjOVE0Y+xAoTuD4xz550+Z9pqZm85mSd8AI0PnQjb4XAvTo5wAP
xp8AAvT4zzERQgACEKiXgLz9LvjuvSYB+pxzz6uXDKNBAAIQgAAEIAABCDSUgLyF3XOvA264rbd1
W2d+V29+Pkp8Xoz+iR694ZP+MBt6+DK65aDcpXCxP3jgPWcP3X/Vb37zv+vWDJqTAe28GyHJhu7F
hwDd0JMSt8aKAAL0WE0nwUAAAhBoAIHi795np7ZnzYCmBnQDZh4XIAABCEAAAhCAQMsJiPq85/qp
zRtnN2+Ktj03r1Lblk2z0bZxjdr22rhatk0bVu+xdtU1181L0P+zdVejQhet2Xo0yj2cgQAEIJBK
QL4bStpS+1bRQDlTykO+IzQfxW0qa047nkOB4yZZyGq5YNQFuwcGSzMIQKB1BGp+944A3boVgsMQ
gAAEIAABCECgcQRuuGnXDTf3br2jd9f2gWzbd3TUdufOrmx37Ryo7fbhdtfCYH7Q7Qzfh171vzsa
FwwOQQACEGg/AanQHt/aG5YWbfV3hBJLViV3JOEnCdwhzhSPWo3eOmghcGgDAQgUJFDzu3cE6ILz
RXcIQAACEIAABCAAgai2Rk805eXKG1r3mOoMZIu0ZmPryR0KO1KFA24QgAAEIACBDATMgkiTUxwp
d9RafdaIJwdahlVFUwhMKoGa370jQE/qQiNuCEAAAhCAAAQgUB6B6anBtKjKy28t9e+/+52ubJEw
bWzTA9GquzPVvw+VT9pm6pk815+9PYfKo4IlCEAAAhDIQCCpWEdcSFVGnXJq/VU1UquC+JOgk7r7
o7b+umkjqbhVNnRqMxpAAAJjT2BmuiPb1NSUShPpyrvm4dbvR9ugP1Bbpyd3cenM9Dszne7sVP6C
StW/8R/7GSNACEAAAhCAAAQgMPEEas6hCOethGb1sD5yew6F26clBCAAgdYRsCpEa/+1/pv0RFdL
1hbifdUeT93npNHzYbQu7B6pt0gpjOWgHMqLWeNiGLjdRnmYNHpq91QsHgt66OKxp7pBAwhAAAJ+
AgjQrBAIQAACEIAABCAAgaIEas6hSHLXmdVl1r60OnoOFSVCfwhAAAIjJRC/D+Gyihr9vy4PPdRG
VzgqL9VR/TD3KLO6Qda7C6r2SaNb42biVyTx2cxBdqYSJxm3kpRDtGYzqEzdnTRSLeg/i+Ep0pmw
0xgCEGgvgehtcH/Ql18pqt8pyvVZbSohevl2tmrnoDuQTGj545A73jIFaM8VP7d/ZXVssm9lxdg0
O9Zf8UD3rJky/0y2aBJb5GrgvNAMAhCAAAQg4Cdw6N2mbr11+63btm/btlO2O+/aoTb1mNsxp7Zd
O3fJNr9rTh6H3C16I7rfplnYQgACEIBA6QRy34EwXp7B2lOkfkMRidmPqMh3jbqv+cQcruC3laYK
XPpEpxq0nCcbOpUYDSAAgSoIlCZAcxWrYnraa9P8HVDuH/5YPyZqLw08hwAEIAABCIw3gfO+dM1h
B65+wsM3Pv7oPR539Ib4JvvV9uRj1sl24sM3PPWRexx+4NpPf/3XD7vvxvGGQ3QQgAAEIGASMFOz
207Gqqds5SNbEnY82PDuSaAyWdCNUW/avvDwHwJtJFCCAN2KZE8K7de5OuN/d0u5ywGTWOckMhYE
IAABCEAgnMDTfme/93326jd/8kdnfvTHr//oj1K3sz72k7/+5E/e92+/OP6oLeGj0BICEIAABNpO
IF6Co2BEDdFStSri+eTrKdAR0t0PqriFghNBdwhAAAJ+AiUI0AV/jcIMTQgB5OMJmWjChAAEIACB
CSSwqrPrj4/f8hdP2f/VJx3wl08/8LXPOEi21518j9c/656vf/Zhsp31nHuf9ZzD1faG5x1x9nMP
/8tnH/7iEw/ea8PMBOIiZAhAAAIQyEQgSbptiPossQQmFyfJ087u/qgtU04LrUgWzLQSaAwBCLSX
QAkC9GiDd5YM1i7po2Yza6f5RyvpkLNgf1KN41KMjJZqwdFTa274Z02NrufFOYmqgfkwfXYeiv/1
ja+K+ERbppyeO5dHqj8FIdMdAhCAAAQgAAEIQAACEIBAAwlkvTOh8fndviOiFZ314b1psftvQpjq
bYjO7tfcnRbi0Er5gXJqODSAAAQaTqDX7/YG3ej2g8PH8O6z0TY13NStCPXW63bl0OJy4xyhtV6A
zhGz6iJX4aRvKa1DzpbqIm5mf1t/CUoxkju6kXc0b7MQV35D3NMWnKnTHv5Jh6w/xrqZWgxJs6mn
OO5G6hrQK82/VEJo0AYCEIAABCAAAQhAAAIQgEBxAuoWgroQ8/CjSnGrS0aUWY9Ba3T9MtUD88O7
/oA58l/Z5vioa4q/qd1To/ZbSOqeSpsGEIAABEon0HoB2l9HSQl/TmqptZl0r5CvB+N/+eK/iEmd
vJH/+Uz1MFMDU50fvsWJRN6KHoHorNRsv8Ydd9XUrCsKBLMQgAAEIAABCEAAAhCAAASKEFA5bJ7H
UpLbcrab8cnX7miZCnmphjZbOnvpnZ6W8RA86UH5iHk+SAZ+xvRyjmwkRRHucMGoC3YP95OWEIBA
uwjMTHdkm5qaUmnO3UH3vgdPRdsh0faA4TboDzq9jmwz/c5Mpzs7lV/Za70Abc6uljgr1TqtEVO/
tExdf6kFHFItNLxBUqZ5cbdzoDNFZ+dUJi2egupzDleL88ECBCAAAQhAAAIQgAAEIDBRBHRqc6uf
tGXKPL+yDQmhYHcZoriFED9pAwEITAiBK381+Ievzpvb5deI/FzOY6wEaHX9DUlYLg7PGiifDF2K
keKxtNFCuejixTQsJgXVZ70yrazwNpLHZwhAAAIQgAAEIAABCECgsQSs7OaWvmws3rhjSb+yDQyh
YHdTgy7+oTXQZ5pBAALjQSBSqPqDvhSBlsrOsnU79zmk+39/d5W5HX2o5D1HhwbdgUjR8suZ3LGP
gwBtfemnWNRz8S1FTyzFSO4VUEXHfHJ8Dk9yoMuRJl/6WqotQz8HUrpAAAIQgAAEIAABCEAAAhBo
L4H6q2qYNS5ycCvYXWnQOT4a53CVLhCAwHgTuPJaOwP6v65ZLCvkcRCgNYuk6gplwTLtlKKxlmKk
iuhKsWnKrB4NN58amw+dmemsv6XwB4v6XMpiwAgEIAABCEAAAhCAAAQgAAEIQAACEIBAYwnc52BX
BnRJ7o6JAJ1U2r8kSg4z5i9lcmuUpRipLsbcls2iz+Ydiq2vCtShfCVTPOiSDlnTZCbOW13iOfW6
grMpfAdOX2Cz3LTpCAEIQAACEIAABCAAAQhAAAIQgAAEIACBcAK9frc36EbFN4YPKa/x02v7Vg3o
KAN6eIvCnsh3ncHicuPwUXTLMgVoz09dcniWtYulY8ZfmvnR5lHTbSuEkJfxn7qE9DKl2HH9vYwZ
V1xlNrklTUEISedPjZxDx9dnfFy9x3qSFIt//yTMctbzlPYQgAAEIAABCEAAAhCAAAQgAAEIQAAC
TSNw34On7BrQ954py8kyBeiyfMIOBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIVEFgZroj29TU
lMpx7g66V/4qVgP6Z4sduflgrzPT78jtCGen5I6EOR8I0DnB0Q0CEIAABCAAAQhAAAIQgAAEIAAB
CEAAAhCAwHgQeMS9Z485NNp++9BptZUVFwJ0WSSxAwEIQAACEIAABCAAAQhAAAIQgAAEIAABCECg
6QSiorL9QV+KQEtlZ9kkuVltKiG601Wb2jnoDiQTWspA544KATo3OjpCAAIQgAAEIAABCEAAAhCA
AAQgAAEIQAACEICAjwACNOsDAhCAAAQgAAEIQAACEIAABCAwJgRU0lrSQx91NgvfGbffNR7WUfOQ
PFdHrZ36pWcalvLxlhPznC11G//RJErmfj9JZ4yewPWhXIGv6GSO4sHunwXV0TWP7vXjJ5M0NdZ+
f7PlheFbwLmxx1ddwgpZgSVwspwwQ6YmTjVOzLOSyyJmwglZwyGzYPqWGpRznZR7RU5a8OWO0i5r
vX63N+hGuc/Dh2Q3q21quKk8aL31ul05tLjcOEekCNA5oNEFAhCAAAQgAAEIQAACEIAABCAAgSUC
SsqMftAt8sVQXNZozEPmUdXYfHhoap1uSSAZ/go8k0Cs2g+dXNpyWEjyMEHJdTPJFLiGqXuZeD3Y
k1wNZO75DiNu2QNW0x6uixX89Z7cZ1Em7BZJa5UqH+IGQyYrqxv+eE1iClHWde49jxK/m8odhbOj
5UNgUNZqybQIc68iOtZGAAG6NtQMBAEIQAACEIAABCAAAQhAYEwJJEkFSAgjmnAneP9s6KNZJ03L
oCrWuAat9phH41QsI05spmTplC+1EqpkO/NhHlr2pIS5Sc4jXlKfk5joscMCdwBMxV5CeAEmKgLr
HzkHdj+uwPRYy0gONwKIrmhSXKZX5jwBFokiRH2OhxwSlBbfsxJLaq+/HivLIHayEkCAzkqM9hCA
AAQgAAEIQAACEIAABCAQI5BVtgThSAkE6juWvJg1GdOpT5l6dAiDuMSpeoXIWH77KuNSP+L6tT6a
FLiZmBwSS9Y2pQCUQUNkbsu3Iie0BdYfdROw55vHfL2yroH4qVousYJRZD2dzZM36xrLev3JinrS
2s9Md2SbmppauuvgQKpsRFu/H21yf0K1deTmg73OTL8z0+nOTiUXeErDV44AHVLaJs2TMo8HfnlV
5pDBtprsW3AQKQ3NGM21kbRO4u2NdwC7O5mjOs2m9lJ/d/UjblDtcc5RSFDqj7rn+0NPg3ivUmI0
36944nIyifN0TrzlZxJVD/x8h/x84q76p94TReDCy7pC4v570MXeC0a9PcvVmjuzZVZuZV0WsAMB
CEAAAhCAwCgJqE/tRT67h1gQmSSrnDBKKOM/tjMFOClss4rC8P15Bj4hqYWpnzhkvBxKVrgGnVrN
wEwAz50MrqmFMFGfgwID9wMMnK2kz0Tx7oHfTwydj3rnvrqUiz2QQ75m4ZOVz35gr+YQM9WGQOfD
myV97RS3YAkdSS/jH9jVCehvb33utkJOkhG0Tcu+8ywO1CLC0TW2ZQkCtD4J4z+0aWzYOFYzgXid
qZBLVerScpav8vRKNZj8bszxtiBeDSrHGyY1oodGkRj9p6S+JlrVxEKmRoMykerhnBbyzUvqlAWX
MEusSadiCbSTqbF/heQ7KYqfuSWu2+LOYAECEIAABCAAgToIyOd4s7JmJmVx+d1qUQt1xMkYdRAI
yWyN63SyRwuymT5uZArJVKyc+qmVzmydClaR4uV3/ksuhATu8bagdlkWQGchaT/kkAuGH6zffqXY
M62ftjRuFLHcGoiTduoXnQVPQ2tQz2llHXK2dIoh5hClGKl0WUYXhP6gL3chlFsLyiaqidqG9x7U
X1yrnYPuQDKh5UcjuV0qKkBbl9GGaNCBXzbmpkbHggRC1km+peXplc+gRJr1vYIzuiQjWgUOR5oa
iPk3IPXvQWpjczjrzWI8qKTh8s1LaqSB0MqyEzhcvmaeZRP/M5lviHp65VjS9TjGKBCAAAQgAIEJ
JaDUZ/ORNU85k4Wsxid0VuoI21JgnemEqVmu4UmIOiTnBx/9MSHTZ6UqMOnvYpTxEHW1uBueD4Ni
PPUjm9nGBGjB9Cv7lkgS8pHclJVTIYwEbKpXJTbIKguUOPSoTPkXWBXfJJlflaZenTQWz2L2z5rn
1LMOBZ6k/l75jIxq9qsYt6gAXYVP2ISAn0Cdl/58Yzmv1M7LjfkVtBl1vnGdfwOc4ybZD7km+men
nq9/8vGJe57JTqbGnMUQgAAEINB2AuobtSo+X7WdDP63iUBcO1beh8vEOSyEG28TyjH31RKaw6Uf
i8sI3zBbdQlSa2joVErV0qwgYT0vOPdZmei/PiF/gPQHT2lsfZTLZCcpxvAKJ4YauLsoRyq66rCn
Dt3SBjUTS1pgWVd1Pto5LkT6rAk5ffJ5Fb/oFX+7OKr3nL1+tzfoRrnP6q3B8m+dpjoD2VQetN56
cpHpDBaXG+egV1SArkds8gemJzv+ZPiHxPHQBq1jqQStheV56bdcyh+DVG9b3SB1aTkZepRfy2DI
FTOkTaWQc6+TItevcA3a/Gvk5+CZTc+8pOr4gXzKsqNiDBy0rIVh/eGs9O+odQk1/3g7r3VxFFaX
siBgBwIQgMBICCR9STwSZxgUAhCAQA4CVnHeHGJipkFH8ukpXkbDTKIM99/8ab/1PNxIvGUOJvqv
T+DnsqS/VlntJIWZQwQMJ1YR9nAHWteyfmKet0OW7FDpZ9XwmUqVksJNZVI58snQcT2kToytvAmh
npUcl9ey5l6Gdq4z87Ib/0pQRjdPp7JmWnPQLlmWqxi0LJI12MmxTuJdkhhaqmj8z7a+Lvj/oqcu
Bus7hvgUa7FSLbMcYPOtE/NcSI3C75WJ3ZJxVUcdVybJ27kAnPPin81wPmXZyXTF8K8Qi3yOkyLH
itJrMq4dm5dx88LlWU5x/no91PZXPx8EekEAAhCAAAQgUBYB90dukqDL4lu9HbOerDla0v4kj3K/
mw3pmKSBZiqgkXqXPDMNPEftkTgZf2ghgYd8WLPaJH3wzKeOLX/o8zmSCjYtCvW5Mvq3FOxVnDTF
J6uIVxaW0heq/6R2LjCnzpZJ9Ch3rp1iRT2z5hHowye9FCPhw+mWh95t6tZbt9+6bfu2bTtlu/Ou
HWpTj7kdc2rbtXOXbPO75uRxyN2iPOb9Ns3mGK5oBrQ5ZD2zmxRkyFq3PMwhkTiXtXJptOHnmPs6
u1hK3PAPTAZB1j9x1qSY6r+el5XvpaKZdx7K1My65sYjMsW4rLStxWk67IzX8nz5jUJ6mFkdi7e3
rpWpknfSmWKKnnqUpNn08HFGVIqdrIP6V0jISZG0tovMWvi6NVdRkRHpCwEIQAACEIDAGBNI/EiF
Bt2MWc+qI6d67VQbPZ+Fy31DayrO8efxj5hx5TqkV8IHimwFo8vSB/wAzQ9fqR/EzLjKcs/44Lbb
fInaYlZ124Or3KXoP1NKHCvTtyxDlSPbQvUHknuBpZlNvdJEDeILKTW6IiJMkE9GoyJf6piKR6Yz
N6uTnvbnfemaww5c/YSHb3z80Xs87ugN8U32q+3Jx6yT7cSHb3jqI/c4/MC1n/76rx923405PClN
gC79+pUjmLQlHtV2slRCTxpgqgN6lSQtF2081dTYN7A0r+GlZFhqK+CRaWnFpeqksUI0aL1gwr0N
CKiEJtp5cSyTlJ9pbHOFm9fWJBpOBdkaMXU2zXkJn834KObZV5adTPRSGxc5KVKN0wACEIAABCAA
AQg0ikDT3k43Cs7YOGMlWOhJNz+8xD+SB4ZvlmzWIpRZjiDVTpKF1I5FGiQxyWQzCaC5P/xzlv5k
l+mDpCd/bCRgPQA9662UpRg4d7nHUstbb8NTxr6VbKAPBZtlWmD+sQKDcjYLjMK5njMt8sCBdLNS
+JRiJKvnqv3Tfme/93326jd/8kdnfvTHr//oj1K3sz72k7/+5E/e92+/OP6oLflGLEeATr3Y5XOu
xF5OD/XOxO/t0zzwd4wLTGn2OG4TKHFplfL1VHNmSK+u0l2yPh6UuIyTTsPSP5CYPhfhU5adgj5I
93xvE4uMS18IQAACEIAABCBQlICRBC1vq0p/y1fUvfHtb8lV/peCIUnecu5P2Gl9aFh6aSo1SZ9f
Mn0YN+s7m5KoR6Fzhq/tmKsgqbquapMqAlqBuIkYTmcMfLe9lT6vGMe/qAM/2YWsh3ibpKlJImys
jd3qapJZT1xOjJ7Pcakf8TwGS3TDE75F0pnXb/6ywWqQdaHGl1OOBeZZzPFwPBeWTLHHp8OSm+Mv
9R7n2bp8pkcHrWuX/2X84uaxP7yYOIaoTuFJWrerOrv++Pgtf/GU/V990gF/+fQDX/uMg2R73cn3
eP2z7vn6Zx8m21nPufdZzzlcbW943hFnP/fwv3z24S8+8eC9Nszk+/tZggBdokSYL4bUXuV6qNai
9f4pdQjeb1lXsTjD+DwmUa1ZSnbOeOqqK9jAE6NzLVnX1tTRk4LKtFAzTUTqOZLqs9kg09Aey5ns
ZGqcKRz1RyjkpMhqlvYQgAAEIAABCEw0AUMCXsFB0sziqoaTVEELgaNM9CSVHLyVQljdy5L9TjZX
XQj5LNcW+EgGysekhl4joVH1oJVyq9r5EPvVBRgyOm2aRqCoAF2uqFQFneo8NL888XueSdSrAkIb
bYZPnNnSUvECD6XyGbk4aNEwV5T53BN+UoxJppL4x1HELcTVcM9sljJl/tUSjiV81WmxOKv0n7rY
4g3CLzU5jFfdxVTtk55X7QP2IQABCEAAAhNNIK4gh6vPClyghSSteXm/vKXhY1ENSzEp37D0/TXE
ohdg6c4XMVhb4CMZqAiZSvuOhEbVg449seoCrHpqsF8FgaICtPJJyQrmowpfi9h0uqdlKXU0XGR0
Sk5Wlr6JZfi2bcU997Q/8UNFwhy/vs6lZU2cxdA8Gn4oB7q4byW+pfbEmDt8K0b9uw9rNYYrqkkW
kmAmXShyTJkfQtyBpCEy2cnUOMeKKtIlfDWGt0z1x3kds1CnGqEBBCAAAQhMCAHn7T/MGpcWB8+h
CSFWZphKQdZbjqzk4hbKjAdbEIAABCAAAQi0jEBRAVopUPFHnRi0CqYHNff43TOPKrEyUH2zmsV7
WeNavlnj1omr5rGSkMbnyCmPJi2tJLzKiAdvCHmnz6mLKrWXn3zSMtYOm91zhx/3wb9QnT5brvqd
ic+IcwpyTFnIuEnQwmH6l2XSnPqvJDlOCidzP9vUi1KcuWcU5+UxadbMRZt0pvsR1XyZYjgIQAAC
EKiaQJL6rHOjrAYqQ1dtwTeurjqIlts389DyhVLcwvBdeokZG/nioBcEIAABCEAAAvUTKCpA1+9x
DSM6MwTNH4/X4ANDQAACEIAABCAAAQhAYAwIOOs9WDtNodlzaAxoTE4ISUJz/DvyyWFCpBCAAAQg
AIGJJYAA7Zj6eNatMwt1YhcNgUMAAhCAAAQgAAEIQCCEQNZqwyE2adMKAlayc4lFwFoRPk5CAAIQ
gAAEIGASQIBmPUAAAhCAAAQgAAEIQAAClRDIXW1Ye4OEXXRikoqYZC9ukrt6hrrdTvzR8NsIFSVP
fwhAAAIQgAAElgkgQLMWyidQpLprkb5FIqlz3DrHMpnUP279IxZZAwX7NjPYiryqyGzBKaA7BCAA
AQiMDQHzjnc5JOyx4VBtILnIZipLqJKg9c3e4+FkvaVHtUDG0bp578nUbxxU43IflgNJNxd1NivF
k6QVm2kll+IJRiAAAQhMOIHuzTde6USwZd8jbtl6lT508UWXnHTyqRec/8FLL7v8nHPPk/3m0QmH
SPgQgAAEIFAdAfl7VJ1xLEMAAsUJ3Hbr9bMzq5dUi6kp/am+OzUtLzrdaRlCdnc6K5rocW+/bev0
VG/j5oPkvaX5/lO/+ZS3oKMtGuuRz4rTa7eFLMnJVtt4V3NP0vN248rrvco7LnQWZJkpj5v6XMjk
EmdQ3plf6ue8NqauBy0l6y8a4nssx1SDXF9MJIbotJnkmzl0Wc7otH2LWKY1XHAG6Q4BCECgaQSK
v3vvL96p3rc71WOn1EwGdNOWAf5AAAIQgAAEIAABCEBgcglwE0I99zp9OFVtTFku5k0ey1hZKnNZ
F9AI0azLGBYbmQmYkm5cWa4i5TnExRCNW7UpPSM7xD3aQAACEIBAFQQQoKugik0IQAACEIAABCAA
AQhAAAI5CTil59wlmCMn/Hqe1vmyFIzWBTQ8VQ6KSuc5+U16t6T04eaouqV7kiqmFzp9Jn1BET8E
IACBEgggQJcAERMQgAAEIAABCEAAAhCAAASKE/BkPeuk40KjFMgpTVKTzYRo7RuVNwpNU/WdzS8d
rEXhrNScVE5aK7+pEnCmmJJqd5huhBtUS9ejQSfdD3N3UanlFuag3EUzfApoCQEIQKAcAXrv/e6j
t2YyVe4p38znWb01I21+1FmjK7F9VjiBkxLYrHggxQcqbsETRaDximah+HkUMkGBMZqmArtkvRpk
bR8S3WjbBIIarZOMDgEIQAAC403Aqglhlt3wHBpvJiEFN5xSbwYsAtdZ/iCkJkLaMNo3pfSR+5wG
bMTH9Zxbi0KdjFaGspaD44dUGGav3IH5xWW/D0lL23LGqUHretD6PttWM7WeLRU7tVduDnSEAAQg
MJYEShCglbArFaZVkWmt844lLxWmuY1lmAWDyrckku6HWdCZsewewopZqGLqQ8hXMS42IQABCEAA
AuNHQAnNarP0T8+h8eOwrN/tVrhSYzSl3qTGu8tiFEh5DhHvrDbozqnT1/AG+b6MyNcrtniWtO8k
mdtsH6g46y56ZeaoxcGqbviixT0IQKAVBIoK0FrkUtE2VoPW+ni5s2KFX67xllrLsSTG+0uL6ubR
w634LKQmyZZ+TqWOWBbJ4p6zYsuaC+xAAAIQgMDkEEjKu/Wk5GYVmFoNM1XhitdZTqrIYWdSlyIN
DuEG1gAh/bnVS9HjvLM0R3XBOutEF/Eh9SzLEUvIrThzmKULBCAAgfEjUFSAHj8iRDQSAiSWZsVe
BbEqbGaNq/ntodT8OcJDCEAAAhCAwDgR8FeFNkXhkCIeu9POPfcbtMr9Gi3NGiBJ1QyqkPnGaULb
G4v6TkhvNQcSLxWSI7k/tRh01qD0rTh1jY6sFmgPAQhAYEIIFBWgrVzC+jOCrazJpJee5EqrrLOa
+Hh75x5piRplnSpZ00vjyaTWjDizTXUbc3TnVJqzafUKmWVzPWQa1MKS1bfUcXUD56Uq64lpQdYv
NSLPk1TCceMmDSuQpEmJu6QDTzq7U5nHF49/j3XUOUdmsHFomlV8LfmXfWosRRbnhPy1I0wIQAAC
EIBAwwnE9dwgQXmYmKxk6HQJTFfqVWKeU8CzVEZXIroW3eJ52Q2HPCHuOXOHJXbnnf3yMckh/poD
5fakuPxd3RckOYp75INPLwhAAAJtJFBUgI5rQO0SZLViPiE1rOtfo5pw1qF1oW2l2VnaX3y+UqdS
GuSbZY/l1EFNdbX0iEKQag0004mpG8eFbM8XDBZhJ/AkYiEjWsvAH37g1IQwDGmTaXI9jZ2HUmPJ
hDokHNpAAAIQgAAE6iNQUMeqz9FaRwqUnoeSYld5ll7iNqnYdoHIit4UscDQdA0hYJ5eJZ5qBU0F
drdEapWXn/TwHw1hVbAN6nNBgHSHAATGnkBpAnQ+aa84X0/V6dzSp3hlmY2bKmK8eNRtsVARpUxa
qmYV75U6y07OWVO8QyYrX0SBlj3nSIgFs43fT+toKUHVNmv5FkMIwOIcUpecc4jUXiHO0wYCEIAA
BCAAgZoJhEvP2RyLq8+qf1IedBbrITdFzGKPtiUQMO/jp8VZK51dJ0qnKsJmyxzJy1ZNF7Xu4sXJ
nc00i4I+mEytJGhdl0Nn9IdkSefrVcLUYgICEIBAOwmUJkCr8EuUunLwNH+kn6m789frmSzQOE7A
qT6blQSqgFbdVHosBw4a2CwfFj/YuLpaqTOpIdQ2em0DpYZcsEG+Eydfr4Ku0h0CEIBA0wjoO0Q5
bxXF/aOaNl8T7k9QGY2mMlJ6nCoG0lQfJ86v1KrNZkWLuDxtasRJpvw3C3UWdIlLz/mamdOZfDvT
6PuR+MRb9WqSSjk7m2lrFICeuDOKgCEAgQIEigrQ+gf+BXwos2u+pD/9s3ezexXpnGWG2mxbSbnP
JuoqInBOpWegkFm2FlV8zQcOGtgsHxYLrP/ErHoWUkMoiKKUWYs7GWI2NbQqGsRLcISMkq9XiGXa
QAACEGgdgSSNQIt9SGatm9NxdTgk73JcYyeusgjEbyE5UXvKwogdCEAAAhAol0BRAbpcb/JZc6Zd
5y7+YNWZdQp5uY3nC7B1vRrCx5pKD8aQ71G0ZuqfjsBBA5u1bupzOJwbRYmzZrodYjZHmHSBAAQg
AIGmEVDqs/YKDbppE4Q/EIBAPgJJ2cQTsj8fNHpBAAIQgEDVBIoK0NUVTs0RuU5gzF101dLCihvM
EUXbu7ROfU6d5XBFMlBLDWxWZCU06sT0S//5wixx1kwHUs3m85ZeEIAABCAwKgKWyjwqNxgXAq0h
4CpWEDmftL81geEoBCAAAQhAAAKjJFBUgBbftdQ1QuUx6R5cqWhN50fof6qfrWtgFp9NLQfhjM6s
3hvyjUJ1U+mxHDhoYDOLQ0gvD5lMJ2bcjtW9rBUYCLP4cCH0ioxiEQtcrqleOe1YvZy/+YjHkq9X
ESb0hQAEINBMAmYN6GZ6iFcQgAAEIAABCEAAAhAYbwLdJAFry75H3LL1Kh38xRddctLJp15w/gcv
vezyc849T/abR8eYEap0DZNrQa6fef0jFqdaus+lGyweo99CRQ6nmq1ouaaOWzXPJtuXv0dNdg/f
IACB2269fnZm9dJNx6amlOArWLpT0/Ki052W57JbdihWqonmdvttW6enehs3HyTvLc33n/rNp7wF
zV0Y18qANl/Gk6OT0qVJo05c5DKPxRNjSzEyFudhvpUWvpI7TtQV8M8XyFjMYSVBOK+Nua+KlbiI
UQhAAAIQaBWB4u/e+4t3qvftTvXYKTWXkAHdKsjZnEUSysYrb+uQBOe8ttP7tXeWy+VWrrV07sVa
VDRrgWbbxaoYaXpDAAIQaDcBS6MJKfRsZkxrMb3dFPC+VQTMr2dKdly+LTC++4mMV6A+i9WQE63k
0DAHAQhAAAIQgECzCSBAN3t+Jsm7Giojjw3O6lhVZ3k84MNnPOaRKCAAAQh4CIh2Zj3ABYE6CSj1
tioZWmnQeiuewF4nGsaCAAQgAAEIQKC1BBCgE6cuMBeytVPfLMclpXQkWaUtneWKcFVktvSlVtGs
hZhtC6LSmWMQAhCAAAQgAIHaCKivQCrUoEV3VltlDwpEVIY2m2Hz6wYr/T2boca3Tvraxtwfb2P9
5EVHGf8pjOd2Av5vjCr8Psk1KUkRNX4CR+Zg0lzX5hBTVhtqBho5AQToxClAaRrV6qyTfJ1jjYrn
+I1b0azlM5uvV3xSyrIzftNNRBCAAASKEKhKwiviE30hEEag2lToMB9o1V4CSnqWh/l1g97Z3rj8
nme65qvG+icv8lyLxebvYNSI8T0NZOiJqIHeNsql+C+favjmIL7ezEXYKD44A4FSCOS/CWEpw2ME
AhCAAAQgAAEIQKDVBIrfxqS6mxCqz3I6GdO6N5rnkDkj3FEtcX2WUkG4FCPVnUJJ7oW4HdxXy0bO
OPxH1SJXAll1GLA8QgL5bkKo1eeVVzOlpY4wmmxDO6PwnCbxE8E8O5Kea4POUyn1/NKqd/wc9BzK
BiKgdT7nAwx7/gKM+MqTOjUh0SUZCTce3tLyp6Ipy+1PCC7ajA2B4u/euQnh2CwGAoEABCAAAQhA
AAIQKIGATiON68ieQyUMjAkICIGAqgdqZXrkY39FjtTuzMMEEkjSbVskPSfNWmoSd6YkaGsU/5nY
xoU0fhHVNgvqmlxkOfldTZKJ+SqxtilmoPoJUIKjfuaMCAEIQAACEIAABCBQHwHzF9ZOuYHPe/VN
xqSNpG76l/BQv78OLPccr8ihu08aVOItQsDUoJMqRGuRVzdQI1ov9Z74oXhLs40lInuGM8cNiTpc
NNQtS1QYLVNOy+q01Q8zqHyHtIXUiCz7cW8zOaa7q17D+bWf6J3xeK3GlrUQ31Id0ENoRPE9IYvK
6m7FEnfDE3XgcOZ7kqRV4QG4fNYsTUf4LAS6RzMI5CaAAJ0bHR0hAAEIQAACEIAABCAAAQgYylxA
yrNWB3RyYmC5ZzOZUaQFchtZeUUIOCtEr9RDd9+rUmnE+taV1jK3DjlbZh1OPNFauXnLzMDbZ1oK
phOUWZ2poDQZOBHKK6vqtL4g5DhkjRsSUVmj67GsC5F5afLEG78MqinQ1kxh10kmxIHAeQlplhRL
3I3UqEOGS10VToAKlDpkkXTOe9xIuG+0hEAOAiUL0PVcuHPEmdol0HOzWdLz1LEmp0EqVesLvaTv
96omlupn1Q5gHwIQgAAEIAABCECgrQS03uYscJCQBG3l3fvrbFhklEzTVlz43RIC1hLzrLjwlp7Q
y1rRpgibStr6fUyIbJ1k00q+1iqk2T78SyNPS7+REiNKpedskOnSFL8M5hvUgqxehsxI+HClzF34
cIEtM9H2L93AEWkGgSIEyhSgi1yvi8RA32YSCFkP+g+k9U1d+PW9mbHjFQQgAAEIQAACEIDAmBCw
6hTEyweYyplTbvYW4rCkE39ihE4SHBO2hDFhBJylOUpnkEOViyfelu6VMmhmXMWH0EczHXK6miMi
z+h6iFF9Tg/xraIp02b9c2eOHt4yxOdSYi/FSIi3tIGAh0BpAnSI2tjkmchxJc3RpckESvStnoTi
ekYpEQumIAABCEAAAhCAAATaR0D95t/aDD2m3Ih0KnT845X5+/RyB8Xa5BAILhJTCZKk06j0wazs
19LtJ2m+sl9/So3r4PHiDMaFJDr1La1TvbRkh+o+BZvJYTlE/Eoh5/OtxAxrz9xZgYe3TCJmXfzz
xW4ZL8VIpVOM8UkgUJoAra6Mk4CMGFMJWD/8SW1PAwhAAAIQgAAEIAABCIwzgeAkaFNyissQ44yI
2MojoD6Xx7Xm0arPMZ2uvIBdlvzqRHUybpGoPJ+jUz9ilxtRUn5huaPkY5U19zGfz84iKvkcdvZK
+o7EH13W2J1Dl2KkRBSYmhwC5QjQo13B+oJi/azA+SsD89cQptvmVSnJYOxPZtTQ3Gkan5w1VHWk
zinT5K3JGr7T2j0vSdOtmzn/GgX28sy+c2llWpBVU8U+BCAAAQhAAAIQgED5BFQ96AS9waEIej0Q
hSKfdFJ+XFhsJwHz0+p4qM9WCZyC02J9ahNrBZPqzMKSmXzznOmZLgKlRDRaecfPLatv+WYk6yiZ
5jouK+k9/nFL8aoUI0Xipe8kEyhHgC5+pS4+B3IimXWOrJfKvjrZzC8PPaef04Lfz0DLxYOdHAtJ
U2b+IbF+rGSVu3JOStysddEP7GXq4P6lVXxBTs6kEykEIAABCEAAApNOoFFS2Ugng6J/I8Xf4sFV
sYvhR+ClbfhpZff3I86j1QWcbzizVw7fPGqyJR3oj4c5RgnvopNelaZs5sBah0yBxXPIHDowIjMp
yhJnixxyQgj0PFVjUUqOFuKdbofPgrOltm+OYq6fwLnTE6cNJmU6a/UgHl3IvHjiNV2N+2MurYLQ
6A6BrARKEKAb8hWK9dfF+ccm0xu4gl9+Zp0J2pdCwPoj0ZxJbI4npXDGCAQgAAEIQAACEICATcCT
/qyaZizEAWEIFCTgr7nsKWxu3Vkz6aWpaKsFntpRD6pDC+ylzyHnbwySPumb++NtdNaRRyhI1RCs
BiEvdZu4e9olc+pD/Fzms6JtfP2YhwOH8IxueusEldQ3hJKxQhKDSnUg9QyyPHTyj7MdrvboYR1K
bemfkbhoUARg3D0/9lRWNIBAQQJFBeh6viosGKTZ3fxqq0SzmAokkI+/+YVn4ECqWb7hzI6e4eJ/
YvP5ma9XJg40hgAEIAABCEAAAhColkCq+rysTFTrBtYnnoBOeR7vJxM/zwAIItA6wSooKhpBoJ0E
igrQlsynXzaThqfwQjMdHj+vkr5x9Uca/pWvaafIdOcbsc5e47c2iAgCEIAABCAAAQg0joCnoPPK
952O0s+BfRsXMw61m4CV1zyuL9s9SXgPAQhAYPIIFBWgnYpb/IcDkweWiKsiUH/Jl6QRdX0oZ6j5
/MzXqyrW2IUABCAAAQhAAAIQSCUQmPucaocGEIAABCBQHgHSn8tjiSUIlECgqABdgguYgEAwgfr1
2Xwj1tkrGB4NIQABCEAAAhCAAATKJqDul2gVOyh7EOxBAAIQKEjAWaO5oM2Gd5/AkBs+I7g34QQm
S4BWqdkhNyTNtyyc92bNZ4peioA1ZXqPdciJyzPdcbPaQuCI1repnl6eqczXi7UBAQhAAAIQgAAE
INAUAs4CB01xDj8gAAEIQAACEIBAIwiULECP5Cum3HdQVSKmEgHj9zA1FUnr/qFaG026ryhFSOKI
Utd70uLxFFbWh6wZtObOM8vOmtQhI8a9TeoVsj7NQFJB0QACEIAABCAAAQhAAAIQgAAEIAABCEAA
Am0hULIA3Zaw8RMCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAASqJoAAXTVh7EMAAhCAAAQgAAEI
QAACEIAABGoioGqS86iBgC7C6b9BvceTQAuBNxkKdCOwWQ0A9RA1u1TzcHWSZCwINJYAAnRjpwbH
IAABCEAAAhCAAAQgAAEIQAACEGgcAa1gmtUUM8maxS00DgoOQQACEEgmgADN6oAABCAAAQhAAAIQ
gAAEIAABCEBgiUCTc6g9vtXvtnnzp3w3ggqxoNOfUwXukdyUi9MGAhCAQAgBBOgQSrSBAAQgAAEI
QAACEIAABCAAAQhAAAJS4SQqcRJXnNWekHIZWS3kU7eZKghAAALNIYAA3Zy5wBMIQAACEIAABCAA
AQhAAAIQgEBpBHRSsHpi1YbWO81Duo3VdyitLlmwTFndlQVrxHAH4gOZLik0zljMQ0nBmo5lcinf
lFglnkO06aSB4nnQOiE6/mQYpv3wWDabBjZLysu20rQ9Ra6TBvXHpUNbnm5fmOEltkMI5FsD9IIA
BBQBBGhWAgQgAAEIQAACEIAABCAAAQhAYGwJiNIqubnD9NzdGrRSddV+85B6rg9pKKaRVFLWiJkc
cI6ovXX6prxNOuT0Nh64huM8lBpyvIFOcy5SGUPrvDoJ2rImDTz2rRLVIU46VfJ8scR7mbL1cNaW
Hk7Hwrk5w/SMbg4X2CzHAqALBCBgEkCAZj1AAAIQgAAEIAABCEAAAhCAAATGloAWZz0Rahk6qU2I
Ed3Xapypb5KRTNOTpLZnMtKQxv76G02uzhGuIMdRNzmuhiwM3IBAuwiUIEDHf9lR5Hclo8KXWs5f
OWY2S3o+qhAaMq5zPeidVTvpnMeQyQ1pU7Xzlv2CC6yBEdUMkOEgAAEIQAACEIAABCAAAT8BZxmK
OqGN3IF4sA10qeoZqe4De1tKW1RHoOq5wz4E2kKgBAFahap/8lDkO662UMNPDwFzJcTXRg3orG9K
2/h1SJwSX//WsHIYAgIQgAAEIAABCEAAApNDwEp5jhdNrgeFrneRmoKd1Z/cWdhZXSqe+pNkobYP
sxXpOfkKd2Sd6FLaV0SgFN8wAoHxIFCaAN12HDl08xxd2k6pav8L/uW2/jwXtBYSbA1DmG74339Y
zrA+Q2aQNhCAAAQgAIEkAiRDsTY8BKw7uUlL62ZuSbd6gyoEmkbArHc8ct/iZ1ZxlwoK606XVHqQ
/nSmX2q9NdXtcAv1pyLVpnqnUhpVAwiMijzjjjeBogJ0+BV2vDkSXUMImH+ePTc0aIi3mdyo/51H
JvdoDAEIQAACEBgzAmP2RmLMZme04SRpZElZk/r2a9KgCn1ttDQYvb0ECiqzOvCyVnVZdswZMe9M
mGOmUl2yNOhcQwzvBTn8TXmO7qV3Kai9FuweEk7VQ1RtPyRG2kBgLAkUFaAVlNGW9dGJn1aiijNv
xXTVvLKY2aNJBq0VEM9+HS2HFi1Q5yzo6bD46wUWX2zWDBYn4JxBa6JN90yXUt1T3jpXqel5fF1Z
R51heuiZAEnmKr5IsAABCEAAAhCAwCQTUGpy+MNqjwYdjo6WVRPQt+nTSrQl13oUarNvpjPCDMrj
gCd2s5fVzHMobtAs9OwMXKnPSdHp35uan7A8ec1xWTPVgrOL9ek4dZHE3YtBW8rm1p9DnVK4meVt
OWYesvpavUw+HoPxoDxDWB/Dh1O2dI2ODxEYWkO+DEidXBpAoF0EyhGgzQyRUX1fJONaV3Dzpb4q
qetR/JDrD9IKgyHzGmg5xNQYt1ErJM7K/DthXvGtmQ2fwRwMM81g3OGk0LQn8VhyOOnskkTPbFzd
6GVFgR0IQAACEIAABEIIJN0gy18FIsQybfwEktTnTKp0brWO2YFAIAGzmLJVWNn50lmFw9zprM6c
1CBkRB1I0u8GQow4T6XwiiLm0CbYJJeSPoXpj5DqE1lcgTU/Y8aNmN3jFuJKqGlNyxoGz2jfynB2
j5DULO5DarBWA49XcT7WR1ergf68Hz6E7pIEJD4FVstAAoEnIM0gAAEngaICdPy8lWFGokHHr7NJ
F/fApRC/1gd2pFm5BMyJiP9FKXesqq0530CYp4yWsKvwhCVdBVVsQgACEIAABGom4K/nkEk6qdnz
MRjOox2b6n880qTvDMaACSE0jUD8i6gJ36MmKH6GZsKSaZaLf+wqbiGTwzSGAAQgUAOBogJ0DS6W
OwRVMsrlmdta7loQpcxgKUaSYs8dWiaYlYaQyRMaQwACEIAABCBQGwHqOdSGOutApvQfvwOhPppa
UjbruLSHgEXA+hZqwl8qOM5v5jKRGckyQ4YeCXYGhQAEKiIwWQJ0vEJCRVgxm0og349cyprB+M98
Uh0Ob5A1tJDk/fjolYYQHiwtIQABCEAAAhAYLQGdk5upCsRofR6/0a3MaHlpCs3mUevQ+KEgIgg0
h4C/iHNz/MQTCEAAApNAoKgA7b9h2iQQJMbiBEZSs6W42yEWwkPjVArhSRsIQAACEIAABIRASA1o
QEEAAhCYcALO0tXCJGl/1bhqridZ6XCVGs80Ec3xJJPbNIbABBIoKkBbyCqtYDuB0zMJIYdLtE2g
kcnb8MbmfRiaECY+QAACEIAABCDQWAKeGtCeKhCNDQfHIAABCEAAAhCAAATGnkBRAVoJZ2bR2yYX
KrK81S/Lmua2cCgr3nx2PGvGPOQ07pnBUhaecwbNQZ3lMnTycg2ngyfMVHr55oteEIAABCAAAQg0
ikBSPQd/FYhGhTB+zlDZefzmlIggAAEIQAACECiRQFEBWlzJWvG2RO+VKes3FyEvdZv4E79B03j8
OWV5rclN+jmMZ83oQ/GJMKfbOXHSwJl0HPKrHMuluNCcNKLpsOd08C9L50lhdQnJp06il2P00s9T
DEIAAhCAAAQgAIFxJWBVdjbrcXsOjSsN4oIABCAAAQhAAAIWgRIEaJhCoCEESkmCHkksgbVr2hvg
SKgyKAQgAAEIQAACEKiNgBKa1ebMRnceqs09BppAAnpBqic8RktA/9Y2JK9otK4yOgQgAIEqCCBA
V0EVm6MkMJZ/0ccyqFGuEsaGAAQgAAEIjB0BBKY6p9SSmNXQugZ33BPPoTrdZqzJIaAuCObCQ4Ye
4ezrfCNdNXGEzjA0BCAAgZEQQIAeCXYGrYpASLWNqsbOazck/bmNceXlQT8IQAACEIAABBIJUOqB
xQEBCKQS0Oqzbun8yiTVTniD+tXt+kcMp2G1tD7uoUHnJklHCECg1QQQoFs9fTg/DgQQl8dhFokB
AhCAAAQgUBcBSj3URZpxIDBWBFQ2NA8IQAACEIDASAggQI8EO4NCAAIQgAAEIAABCEAgJwFKPeQE
V0M3KqHUAJkh0ggoodmTI2yVh7aWrad4tPOQ7q5H9DxRvpu+WY0ta85TKt7GGYIeyHTbhBdSJlvV
bh6aWnosh7DipbVT95L95BulLViOQwACE0EAAXoippkgIQABCEAAAhCAAAQgAAEIQGBCCOhkZ62x
xgO3KkRraXiomS5tSsP1H9JjWUnW6oacgWnXZmN9x06tpFvOJ42YNLmZwnEaEUFZ68hKXDZfavVZ
y82eOhshBRgnZJUSJgQgMFEEEKAnaroJFgIQgAAEIAABCEAAApURIP+3MrQYhkBWAtZPJeo/OwOl
ZxWX1ThH37hQnpWYp70SlPXDeuns6Ex8Rn0ucVIwBQEItIsAAnS75gtvIQABCEAAAhCAAAQgECPg
0Zbql52YHwhAoEkEdBpy+MXAkzdtiLCh2c1NgmH7EhJpJv+tSh1mX9TnTCRpDAEIjBmBcgRofZE1
Sx21jpTpfNLz1gU1Qoc9q6KBeKtbukmWU0dMbaAmt9xmI1wwRYYOhGC9/1NvAZ2PfLNmrvnwsYoE
7u9bOha93nJYri5MLEMAAhCAAAQgAAEIlEtAZ0+H19Ao14Gs1nInUJcYqZXybL1hRn3OOqe0hwAE
xoxACQK0vpLGqyCNGSzCCSfgXBUevS/ccktbZo09sH25zVrKtjq3A/FaDsTfelbnYc2WzfNaidE1
O8BwEIAABCAQSoBLdCgp2kFgDAmYt/grHl7S5aTcUYr7OXx3urtidQ6DpVw41WcBq0YH6nOO6aAL
BCAwZgRKEKCFiHl5DSmH1HyI3Km2yBzF/77Ga2Y1bZ00Z8YDc0vLbaamO9BmppZFFpKnb7irFTkQ
YrZ+Jysd0TqvPXdWCYFDGwhAAAIQgAAEIACBSgmYcqp6nqmw8vIHhPJ9LEXnjbtl3pkwh9PFvfL8
htLSTHK4RxcIQAACbSdQVIB2ZsA1TVts+ySNh//NUXhHxTMwXdT5nbnrDZbjq/XczUbFpPnjBs6a
M5DAqWw+BDyEAAQgAAEIQAACEGgRAbPos04KjqvPZvljS70tcijhjXG0W5nNoYMnyc2BKc9Zw8k3
1zo/QyvRpjBiFuurNGskn/P0ggAEIFA1gaICtPZPX0+r9jhuX1++zeu4dX2P++l3OP4nwTRYf4zt
GtH80+v03PMX1z9xw3ctSw/TctZecSPxxZN1LP8cNT9dVCutqedRvGWOczCON3xmna4q/paRpBM5
8ISqc9YshlaMlg7uXPBVY+E7pMBlQzMIQAACEIAABCDQBAKp1Y3NBqbDno4hh8SUs3K07ms1sBr7
Xzr9TKWdI1Jt03oPHPLSSkPRL60nqW7TAAIQgMA4EShHgBbhY+QFoOM+mNd9S77xHEqa3Rxdxmmh
ZI1Ff9mb6ZsJNU0e1M6VlrVX4HLNN1YqKGsppravrYGeMutcjk9HvKVyMtM5aDXORDvcgbLo1TZr
LcKiz7uyIGMHAhCAwEgIZHqjMhIPGRQCEIBAJgI629fzZPnd+1JKckiXVrSJx5Uj0ky0aQwBCEAA
AoEEyhGgTT1I6VCBw5fYjLofJcIsxZT1xW/IqkhNsXTOctZegUslsFk4K1OUD+/VopYmsYomxU8j
PmVWCnMOzbTmWbNCKGURVoElB8kWrWRchQAEJoeA/tpPLpUhb1Qmh0xQpKN4wx/kGI0gMNkErCRl
50tFKKRli9o4g8oR6WQvH6KHAAQgUBWBcgToqrwrZpeUlmL8SuudKTverC0Q7kG+XuH2rZa5l1Yp
emJut5Oi8H/kzh1sWZOS24FwUH5Xk2atSIBF+qq4RojFqT4Xjyh8vmgJAQhAoBQCSn3WphqqQZco
8pZoqpQJwAgEIACB8gjkvstieS5gCQIQgAAEfATGWYDWGbipyZiskYYQiBfTCHEsX68Qy0ltiiwt
Kye3iBsF+5pReEzlC7bEScnngCkomNF5kug9FwrnrAUCdLIt0lcZHBWWpNzn4hEVXM90hwAEIACB
QgT8d/KqWbyuebhC4OgMgVYScNZobmUky04nRTR+kbZ6mnAeAhCYZALjLECb88rPKutc5SoXss4R
RzhWjkgblQedCV2OYDPZT22c24Hia7LJs1YbFipvpC5RGkAAAhBIIVDFGyS/zdQRC3Zf+YY78wIw
R1fPUx3OPEaNHVrtfI2cGAoCEIAABCAAgUkjUFSALl5itQbiudWZGnwb4yFM7OOqW1kx5l5pgfJo
uc2yrr3c0WUdKKl9bge0dtxkETk3pdqwZD2LzeWa9Dx31HSEAAQgAAEIQAACEIAABCAAAQhAoC0E
igrQEqfWoLPKE9UxMl3ylyvV/qc6oyuchndJtTmuDcyiz1p4CtH+rIkLrFaRr1c++KlLK9BsCI1A
UyU2c57LzpVvtYz7UMqkeGinOlAiFm2qIbM2Wix6PZgLowra2IQABCAwKgLOC118Z849RhH/IAsh
7VUbq6V+KU+cDYzr+FJ351ievtqyaSrEYTNy04geK245CFYDGrXX8wbAw4UkAqO6GDIuBCAAAQhA
oEQCJQjQSpDVjxKdCzTlrNzqL5DqdNi0E38+2hgDUTSqmWcKklDH15Juac2y82W8cUgvBS3VJVOF
TFo/Tv7O9Rkf0anhWoqnUwCN2w9s5vFWW0idRNUy9Rw024RPirUe4jQCl0emeYmvB7N70mz6T72Q
Xs3HYi2G1Gu+/4raqIsVzkAAAhCIX+qTLnpZ98f/lsX/tqbaxEgcEUxgkroGzLepnrcx4SegGtH5
BjXcSGpL58zmvkqr6u56y22ngR39hetrcNj/49TAn67W4CdDQAACEGgIgXIE6IYEgxsQGCEBeZPh
VH5DXArsW26zEMfGo01zfpzRKJ5gadR04AwEIAABCEAAAk0moN+Hyxt+9Saq4Q+tz6q78A2V8yUl
uuGe4x4EIAABCIwlAQTosZxWghoBgdzqs/ga2LfcZiNgNBlDku8wGfNMlBCAAATKIRDyxz21TWqD
8Dcb/qhSB0ptEOJJiJFU+iFGUtukNggJJ9XVECOleBJiJNXbECOpbVIbhDBJdTXESKAnVhaIpUGH
GAnxtoo2SndWD/N5FWM1xGbNmdHObyNa8RVFQ+YLNyAAgckhgAA9OXNNpBCYRAJ15vmaP5lsOOs6
sTQcBe5BAAITS8CSkAJ/ZjSxuAgcAhNLwHlxaHgetErRjivOE6JBT+xaJXAIQAACTSYwcQK0Uoia
PCX4BgEIlEiAU94JEywlrjFMQQAC7SWgJCT14P1he+cRzyFQHQHPxaHhGnQSE/OjcFKFaJ1EbBWP
jteStixYtUlS7SsnzZzlpKHNlp4cZ+1AUuXruH1ngexMtbOtfGfSn6s7H7EMAQi0msDECdCtni2c
hwAEIAABCEAAAhAokYD+8UqJNk1TLdK1W+SqEG6Rty1yFbDWdUApifprqvgTdTTk6tHAZaCzpM0K
0WYs0sAqHp3U0iozrcXi4YpaYSSElZKk42PFHY5b0/K67u4fsXTPAwOkGQQgAIEJJIAAPYGTTsgQ
gAAEIAABCEAAAhCAAAQg4CNgVlfzPB9XiNbPhuv8FXFZY+lbL1qaeIlTpr5a0N9DUOauRLaYggAE
xowAAvSYTSjhQAACEIAABCAAAQhAAAIQgAAEIJCfgLM0R35z9IQABCAw8QQQoCd+CQAAAhCAAAQg
AAEIQKBUAvFf5esf75c6Tn5jHn8a5aqzvoFZCcFCMELn/a7Gp2pUruajNxJvPa5qns0519oCNqxk
SP5rS9N65s7j1tU5Uqt56CRo0p+bNvv4AwEINIpAUQE6qSRWo4IUZ5SfyivzeVY/2xJv1riqaG+x
MofIMR1J73qTZtO5P6uR+IIJ8Tzexrls/MwzxeX86BWyM+mzUIhv8aA8I/pPunBiSSegtuAZKLVN
agNzPSTNaXM8DDypA6+H5TYL9I1mEIAABFpKwKmI6d/vx4/WH6b4kOSP59BI/HS+V0mq3D1C553T
2kDOpkvxd26NWhUeV7XnzTnXmgbWKj1hEKv/PG7EiJ77Fob4N2mqfQgT2kAAAhDISqCoAB0vhpXV
g3a1n7R4c8+OejtofjwIFLDyjTjCz3IhQztrxoVEGmLcace6z0mgncBmakQrKNlT4hQnETP3x90I
QVpWmyZ7GH6Xm8AZL7dZWVOAHQhAAALNJKB0KNM3a48cDbyuVhSgx59GuRonqd5smHhNmCN0vi2u
5qM3ErAhgzbnXGsyWFM5baaKWoNX5p0Jc1xXQzzU16Xw9+E5PKELBCAAgVYTKCpAW8Fr2bFpUJRa
VLpXjY239EgzGYxjKQjfNJj7M1uqEafl3MNlIlZiY8vhQFE4sJnHz5Apbghh61YhKqhGnculeOhf
uoEzXm6zEtc5piAAAQg0k4BTiGymqw33KolkyPuNmkMLn/SROz9yB8KnJtXVcOzhg+ZumeptbstF
OurCEWYtY7OahM6S1tnBuT8uW0Motz32zUPhg8YNOvmYzVIBZvU81SANIAABCEAgiUDJAjSgIZBE
oKLvAPRwI1SKKx06h3ErMyiEvJmrnnsNO2XT3NYq7Wi52ij1efkte6Ebaqd+EAqc8XKbVTqnGIcA
BCAAgUACVgp2o4Q8HULqH7LAYGto5ndVfZWb4+1cDZ4zRA0ERn66+QsZJx21qh77XyqtWW8mVc/o
ZntLFjclaefQScMZF5Alf1KnOIfn5mUq/rEr6WiqJzSAAAQgMPYEyhSgRyLiWG/pkl563vnp94Vm
m3h7557hn9vyE6vbvuy0ulfbu+2ypE/L4RD/yxraOelZjYc4PNrVlYPwaB1u9ejNXw+txovzEIAA
BCwCzVRyk95g6DfArX4r23Dmyj31aOAf5YbTM5eu5WrDPbfcU7OvHvWcbjqrt4YnappqGKjgEHE/
c3jOXz0IQAACEChCoEwBuogfo+qrRXOdJdrAd4ejglNkXP3uSr/fym1Nz5GW+z1zlHQok5F8rvq9
0hzi32SEDDdpy9LClTX8ePe4BetrkqyfB5rvYci6og0EIAABCJRFoDZpqRSHGy6MlhJjE4xY2ZFZ
3880IYQG+tCuc20oztb9PYSVd1zpS7VCKh2iuHGnkzk8b+DpgEsQgAAEWkSgNAHaFPjqjN+TIlrE
pdRf6BcxXiefEY5l/Xi/6vfcpuSdL+rUSU8ymzq0RmExCfEz1XiIkYa0CSdchNjwTbDjEYeg2WZV
n51DZIJcg4eZ/KExBCAAAQgUIdAuRczytpnJuSHT0S7sIRHV2aZF9ExXm++25eHYnG51Ls5yx1K3
EORHy+VSxRoEIACBHARKE6BzjF16Fy1xZtU6dTJj6S5hUEt18iTrvJhdrDlymkqSEc2FYSYg5/An
aUJzKJjha8MTVw1L10z1DfeZlo0iMMJJHOHQjZoCnIEABMaegPXLmHxve8aeUokBNl+ILDHY0k21
iF7c1Safay0CW9aismo0l2W2RDtJHjbf8xIhYAoCEIBAEwiMlQBtap2Z4FrZiKqvpfpVqjBm8nYC
GzsnyMnBkxEfYqRIWQbP0MWnzGncjKj4EEkWyh2lCOHqYhx7y+VOYiZcIxw6k580hgAEIFCEgPOH
O7x1LILU33cCZb4SYbaIXtzVJp9rLQJb4nLCFAQgAAEIQCCQQDkCtMokHdX7bKc2l9slKyvWTJjV
THMbD5yVtjdzQqstqFGtw6pPgRHGFTh3nBeBoGgGAQhAAAITRcCqcTFylcrjT9Ncda6TJIBNc76Z
nHPQGxXYHGfKqFyVhdoisBN1+SVYCEAAAhBoDoFyBOiGxKMVutxSnaU+FzfYEDIjccOEmU+aTOqV
Kdc4q5GaJ32EYn25Q1vnjmfJ1Ux4JIu/1YMGLozAZnEUZsek560GiPMQgAAE4gSULqYeud+mlgjW
40/TXLWiVu83NEzrj1HTnG8a59z06gfrd9X/PrP+c61FYEu8jGAKAhCAAAQgkInAmAjQzrfyIe/v
zYIA+UTSTLgnpLH6cZz58UCe+6fD+iCRW9tShEOmvqK5cA5dVnSpcaU2KDHq+Gc/Pe/FRymLWBFP
/D4038PRnghFyNMXAhCAwBgQiP9FVn8l6/xL7cfo8adRrlrEtG/mEzPSETqf9Hkkad7rd7UIvZq9
TXVVT3oTzrVUb+s/3eSbmvg2BpfWEYZgvvnXn3OT/An/MOtpqQ9ZQ48QAkNDAAIQKEKgHAG6Ce+n
429P429GtTppNrbeMYTQbEK8IX6Oto0HrAnQ+Y4t6UOF+V5TTaL/Pb2ngXnIMuJ5Gfc8DjkwOr0a
ndOUGpdncp3JyHGDno9JgR9Z/eeOh1Uq4dT38Ukz6zk3nYc8O5N88KxYi1v4iM5LU+pODyXnGghc
aYELI7BZyAniiXS0FzFGhwAEIAABCEAAAu0loO6zp++2N/z9AI9CBEaiA4xk0EKY6AwBCLSBwLoN
G9dv3BJtG/Zct37z2nWbZFuzZsOq1etXrVoj28zM6pmZVWqbmprtdmf0li++cgTofGM3vxc50c2f
o7Z7WPpPcZ2yoJNS6UO3fS7GzP/wlWAFHrgwApuNGVXCgQAEIAABCEAAAm0kMEzdidKix+yhEr1H
9XDmfHgSQcJzRMIjqsJm+Oi0hAAE2ktANOUbbut9/5e9y6+av/SHO2W75Ps7v/a9aPvqd3fI9uXv
zMn2H5fv+NK3d8r2hW/t+Ow3t19zw7yEvG37Yo7AEaBzQKMLBEojkFsl9HsQ8kakoqFLQ4OhvARC
Zt9jO3BhBDbLGwT9IAABCEAAAhCAAAQgAAEIQAACEKiKwNZtnT3XT23eOLt5U7TtuXnVlk2z0bZx
jWx7bVwt254bV0UNNs5u2rB6j7WrrrkuEqBvR4Aud05Ify6XJ9ZqI8CvtGpD3cyBWADNnBe8ggAE
IAABCEAAAg0hoBOHzQxiq2y06WrSISsBOW5NjJQ1RDzZWec+m+7F3dY++Jvpo5nmyMr8KJgIkmlo
GkMAAhAoSGB+V2/XYqff6/d63Whb6MwvdmVb6A2ibTHaegtyqCPbYk9q4Ha609GvTm69S15kfpAB
nYgMESfzaqIDBCAAAQhAAAIQgAAEIAABCDSMgNJqVSEO/ZCdVoVoZ81o3TdHOemyhjDtaP91ONox
P/XSowucZH0XQWlvPjcmwnGDc7/xVJuBvtEMAhCYZALzi/35hf6uXnexN5BNROelhzzpDXYtdGTb
sdDdNdx6fal51JkSEbrTuWtuIQc3BOgc0OgCAQhAAAIQgAAEIAABCEAAAhBoLgEr4ddSn8Xv+J7S
g/EMEagaK5dCXLXqXDs193IDVCXpdNZz0k+o9Z3Dh4EsPUxPQm7AbnmearPcSLEGAQiMJQFJdl5c
jLKbRVyWbdAfqE2EZtmWdkY7+rLJZac/WNKQ53at/D4zjA4CdBgnWkEAAhCAAAQgAAEIQAACEIAA
BFpCQCf8hku9IWUowq05OYUMUT/gZnpVPwdGhAAEIFAdAQTo6thiGQIQgAAEIAABCECgKgK6+mfq
AOEtU01V1CDVQ09t1iSXTJtmvdeKQijFbCqHUkbBCAQgkEQgh2YdDtNSruM1ncNNefw3D4XkTav2
uQPXSdDcQar49GEBAhComYCkNPf6Ham2oR7dqa7a7tw5JdtS4nNn0O90ZRsMr5TKQ6nXkcNVBOgc
0OgCAQhAAAIQgAAEIDBKAqoeaOAjvGWgwdKbiYce7VUXP9USSSah1qyd2nwUpbPFIAQgkI9A0nWm
oHBsFmLO51hqr4IeZrrApjpjNlBqdbmPKmyW6yHWIACBxhKQos9ya0EptSHVnWV789vetnNhINuq
2b5svW7nve99u/w76Io4HcnQEkh/EP0b3ZAw+6McAdqsmZ/dh0b0UCGkumI2S3qeamRyGjjvsdCo
8D3zHrgkPOEEnhflNgvBa4UWv4VFiJGK2iRhLz4dWR3OMaK/S5HQMjmTqXFWLNI+h/0cXXI4RhcI
QAACY0nAKbX7Beux5EBQEIBAnQQCPhnb7qR2KagLB4Zv3pkwsIvZLDWKuE0tAaMF5wBOFwhAoCEE
3vS2t4onf3vO27U/739P9Fz9W8qjBAFa/9jEqsFfin8YgUBLCQSeF+U2y8HKciCHhSq6hHwbVMW4
NdjMHRrvaGuYHYaAAATaSMASC5wvrWIUEma83KdqY+13VgU1q2FoYgW75yCvRZZAAtpDcyxnLKpB
EiKru0kgiV4SsVQ1ysk/Byu6QAACqQT0Hfz0iWkpueb56DyUmt2bbwi/56bN1BhTQ1DXydRAUgei
AQQgAIFWEIjqbkSFNqLH6175KuWz0qC1Ev2ilyztlyRoyXvWVThyBFhUgLZKHbVXg1YVTzIRzNEl
k/22NzbXRm7RbeWHnKAs9UzcKprEwPOi3GbGJ8AUUBVFnYl8Axs3NkvXOn1S/Sx9flNHbOBs4hIE
IDDeBJxJweEhq+5qs7Rpc7+zmbmz3O5JSc0Fk53V21vnTcPCY1FsnfGqQ05T8ZqqpmieWk4kaZrC
J5qWEJhYAs5T3qThbBA/Z3WXkEPWpaasIQJjCfkob0YRp6GPhiwb6/22/6XHoOd9e+lv6UPiog0E
IDDJBF5x+goNWlBo9bkULEUF6FKcwAgEIAABi0ApX1o0k2qO0LJ+PdbMwPEKAhCAQBUETFVUSZZa
U07SqZN0Cmt/oJxhCjSWopEab8gQStOpIRfYUofNuDRSjddkG/J9gKe9U2G3bBZU4VMnggYQGCcC
5m8OJvO5ms34by8y0RinJUEsEIAABJwEpPpzb7B7m5nqvuYVr9YtX3b6q1bPdmTb/Z6wM1jsR6/y
5UEXFaCtlGcro7OeOdbZeWYp2+GfnKWH6YbeaeX0mS+TDFrhxLMCTeP1xN7eUZImwpw4a1KW30ns
Tu9Nnc3UJeFcBs58T4/D8VkI/L663GaajwXKWs+asHoSp6rD8ZwjSdNkGbfsO09J5xrO+luK4hcB
DwrnKopfVQJPxhyhWWOFz298OuIzknp5rI1MIECaQQACEJhMAlZqtpm4PXIgpoyeWlVj5N7iAATG
noCVrTxpL9X8OlO2M6FwrhPn58SqV9RIBq06KOxDAAKNJaA06FcaSnRZrhYVoIcX9+inffqyOKpM
PXFAy3nKGfOllmyUw/FDcaBOC37ugZbLmrwm21GilVoMccVNHw2fI72urC4e5iFLwmQY90of9Tgc
MgsmDU/7UprFQenFH9e7kxqnBpUKJH765Ds7tPqZ6pK6CuW+CIRwy+RMqsP5rIX4mXo1y3R5DBkx
XyypiGgAAQhAIBMBnTNbabasmYycQwUu2H34tspRPCQTKN04nzOql5W7rfMKnT+WD0mRdv3xciQw
5ouUXhCAwIQQqK6Is/4sU7/cMcKhJ2TZECYEJpZAb9DpSUazqHfLW7/TlU2pz71uV7bti53F7vLW
7/QH+WXk/D2d2pzSgEYyedZfAucfhsCEU+V//X9aRsKtvYOmzmbIkqgh/FJk5fjpltXzmtdz8eG0
hfBLShUzHg/E+kIlcH7N+coRWup0+4G3hUxqmDSAAAQg0AQCZg5djre9BbuXSyCHM1adk+Gb/92y
eNy9fOrz8K24O4exXAJYgwAExomA8zswfT0Zp0iJBQIQgEBxAosiLvc6vV6n3+vKJnq0+eZL2Z+d
6Xanoi1SqwcdkaBzj1tUgLbEl3iua27PKuqof00frmpV5MkYm7V+s2++dEYdl5L1NPkp1TybgV6Z
Pgeqk0Wa1Qyh3HXrdz5JVC0eco6pzBr4qELL6qfVvgYyBT2kOwQgAIFJI5BD4x5LRHAYy2klKAhA
AAIQgAAEJoRAUQG6XZg8NRbaFUgrvDV/K5Q1Hzakb/2zGeJVzeqzDNfq32SlOu/8Tiu1V+oJknUq
LYMhCcWpTlYUWmrs/gY1kCnoId0hAAEIxAnEi0I4y0SUgq6gDJqje8g9+nRomewnNbZGdN4/0FPn
xDTrTH/22NeBhLQpZUIxAgEIQAACEIAABCaTgHz8lwxo2fqDvmxRQrTa+tGmUp4H/YHaJPU5EjF6
+VFNlgCdnxM9qySgki6TRmhmrnqqV0WSmuMoAq1VOUsjs53124usjqZOpWdl5u6rbFYdWlYUVvvc
0fnP6IJe0R0CEGgmgXUbNq7fuCXaNuy5bv3mtes2ybZmzYZVq9evWrVGtpmZ1TMzq9Q2NTXb7crP
+Za2HBFVWuXZ749VN9kqhZwai6e7p1SF1ctqaR7N5I/HGadN57jDP2crijVrH9SbO10e2rw/YYjP
IW1SgdMAAhCAAAQgAAEIQMBJoN/v9/q9hf5gYTHaohfDh5KhB/MD2eRJf7Efbb1+N9Khh3cBjIpG
Z34UFaCLl0PN7DIdmk0gSSrNV54ltwRWKSTTK6fW5teLdZdSmlUaqTbezIkoHnvuuLR23HAROTei
6siYp0zS89xu0xECEBgVAdGUb7it9/1f9i6/av7SH+6U7ZLv7/za96Ltq9/dIduXvzMn239cvuNL
394p2xe+teOz39x+zQ3z4vA2ublJ4UdceDX3JD2XYfUhy4LnpVmbWDtesHsqAKsgstVeH3VG5A/f
7Guaje/3QLaYqJaWz+qlSczaYzqvmiX5loqLBhCYcALWFz/m1z8TTkbCz/RLkWH73Q+LnnnIevPs
6cUUQAACEGgIgQcfOttZ2DlYmOst7FJbf2FetsH8nGy9hXnZugvzU70F2WZ681OLC/c9eEac37h+
OkcIRQXo4VvDof69nMTaZDnGdFX8zSeJeijrPzMaS44pmYQu1kSYuAIPWQuvlNmMD218Rtq9yMOT
ka13JEmKXrnN4qdk7hVlAnEWnQhc8J45DfStxKtK+AIL9K1gs9TQ4g2sS25BB0IWeUUjluU5diAA
gYYQ2Lqts+f6qc0bZzdvirY9N6/asmk22jaukW2vjatl23PjqqjBxtlNG1bvsXbVNddFAvTtZQjQ
DYGAGxCAAASaQ8D6Ziir8NqcQEboif7oF5cOzENJaXmlCw4jRMHQEIDAmBH4xo9/c9iBq5/w8I2P
P3qPxx29wdxkj2xPPmad2p5yzHrZTnz4hqc+co/DD1z7mUuvP/aBm3LQKEGAVoKXfuRwomAXNbQp
o6S+1F3iT3Q4ToPmWPHno+VQEGNZ3a3pMM16iMWbOVeUtdMC7pzN8Am1VrJzXcW9cgqIpmPxVaG7
lNLMOXGmn/EZSVrGSayUw+FA4kysSD2LLWn9eNaVf4rDPTcXQKpND/ak6PKFpqxZ316UO7/WtS71
1HOuBP8FxH/lVH39U1zWBQo7EIBAdQTmd/V2yW/0ot/udaNtoTO/2JVtoTeItuEv+3oLcii617YU
m5Mf8HWno5/v3XpXnmJyqj7D2Dw89TfGJkYCgQAERkhAfVwep8tmPpiZCFiJR+ozjvm23PzUo5+n
9srnOb0gAAEIlEvgfgdt+PQl177vc1e/7fyr3vzJH8l25j/++KyP/lC213/0R3qTnXp70yd/+r5/
+8WjH7RXPk+6N994pbPnln2PuGXrVfrQxRddctLJp15w/gcvvezyc849L99g9ILA+BHQydfhoQV2
CWwWPi4tSyQQnghfyqAtWgw1kykFL0YgAIGCBG679fo99zrg0h/v3LzHbG/QXVyIPqJHEvPwMZDb
l3Q6OxYitVhqx+mxunITk/6uE35rw+e+/pNjH7jHxs0HyTtP8/2nfvN57HGPKegh3SEAAQi0moB1
beSq2OrZxHkIQAAC40FA/W1yqsdOqRkBejzmnSggAIFaCdQss9Y8XBGULXK1SJj0hQAETAJKgL7o
+7v22mOm3+nKvUrkIanQZps7d0a/uot+62DcumRqMCcC9D9/9ce/99CNSQK085dG8IcABCAwaQR0
cph81J+02IkXAhCAAASaSSCTAF1OCY5mgsArCEAAAlUQqF9jbUt5ivrJVDG/2IQABBpFIOkOCo1y
EmfaTkA+PsXvycEeCDSKwN773UdtjfIKZyAAAQhAYJIJZHoHSAZ0Jlw0hgAEIAABCEAAAhBYQUBl
QH/te1EJDslvXlyR+ty5Y0dUdqM/WNorKdLycmqYBz092CkZ0J/88o+ecsympAxoaUYSNAuuagLq
e46kyoRVj479kRAQJZcZHwn50geVqeT8LZ0qBiEAAQgEEggvwUEGdCBSmkEAAhCAAAQgAAEIJBKQ
Ow1K3Wep8tyNbnPVffPb3rZzYSDbqtm+bL1u573vfbv8O+gOZFMydH8Q/aurRTtNi0JEEjTLrlIC
qM+V4m2scbm2KOGSR6sJoD63evpwHgIQmCgCCNATNd0ECwEIQAACEIAABCon8Ka3vVXG+Ntz3q5H
ev97oufq33If1s8eP/zhD2v76lCm4e64444XvehFST+lzGQqX+Pvf//7T33qU8WB17/+9ZaF888/
Xx2Sh4S5devWfEOE9ApEV6dLIW7X0EaXQdBP9KDlqpnKvhWRNXoV8YZEUYMbVYRW0GaJUx835Zzu
gg47F09DVlTIMis3fKxBAAIQgMDICSBAj3wKcAACEIAABCAAAQi0nkBUrV4KbQwfr3vlq1Q8SoPW
SvSLXrK0X5Kge1JbY1iIo5SHqpV/2WWXnXLKKaYGnWr82muvPeecc3Szn/zkJ0960pOUNV36w3qZ
atNsYNlP7XvmmWd+7nOfkxHf9KY3mY1F6n3Ws571nve8Rw5dddVVEuZZZ52Vaq3SBlW7lBVdvmBz
pD9L5qy5BUppgc1UFKo6hFUgQu/Uo2eymY9PvFd1bowknExYSpx6bUocMJ+H+5MJV9NWlL/4SXho
pD+HLxhaQgACEBg5AQTokU8BDkAAAhCAAAQgAIFxI/CK01do0BKeVp+zhhpeheNhD3uYGBdxNnyI
Qw455OUvf7lu/81vfvNBD3pQePfUlpb91PaiPjvbiPos+w8++GD59/DDDxcZ+v3vf3+qtUobVO1S
VnSVBovxcSUQrnWWRYDa02WRxA4EIAABCLSLQDkCtPlDxVHFb/1YciRu+H+uGPhjxpF4Xu6gzeSQ
yr8JS6jcichqLRVRqsEkC1l/AZ06UP0NPHAKcnPC8VxUSz+UBNOKawwmsf5lw4gQmCgCUv25N9i9
zUx1X/OKV2sCLzv9VatnO7Lph6Q/q9sVlpgH7Qf+hS98QZWwkCeqpb6y6SeXXHKJEnk9D8mwVldI
bUeqYZhFM6R6hrxUO62BTLMh/uj2p512mjyX8iCSFxz3Le6StBEHJLlbuSodr776au2M7JFDusqH
9kR2mpU9VD0QeciT+KAel9SgqrtVS8Tpqhi3fLDQKYPaZ/MvVPy5dvtrw4cnhOrOUKtAh1I5k7TO
TI1Nn8000nhJEDWiVdvB8sTZS3cM5KPd0MatSEN8izumiZnW9PP4WDVUsQgBkns2tfGkWVMNTFDV
ragiUxlIKSle/8kSYpw2EIAABCDQTAIlCNDqDaL+oeJIRArTB/V7SUs6aSZ9vGoIAb1azN/YsoQa
MjsT6Ibnolr6oSS8I7mST+BcEzIExp6A0qBfaSjR+UIOTIIWtVHsf+pTn4qPIoee8pSn/OVf/qWU
6ZAnqqVZZENeinCpsno9D6k7IRnWYuSKK67Qdvbdd98LL7zwzW9+87e+9S2xLE/kpey07JtmQ/wx
2yu19wMf+IDkBYsOa8rQTpeksdTrePKTnyw+3HjjjdLxla98pWlQDqkqH6L8KjLSTJLBP/GJT+hm
P/3pT8877zxJypbucSYel1Rj6S5mhYZ4qPYkuRr3wYlO++yfo7m5uY9//OPi9gknnCAtPSGoP3al
34zOLFJhlghwlh0Ib6z8dMqscSMSl3On3p/aIAmLxw3TpqkUx2uGhESt2njmWhtRTNQoSZps3I6e
mvAu/oXnRKpC8AdimnXOmo5LM/GYDWGrRqxoKlMp+eMNJ2aeXJkGpTEEIAABCIyEQFEBWqshynst
/tYZjOWDdqNOH0LGMosJetqPje7pFLCarGrpjzqNXUIhyyy1jWeBBS7R1CGcDZo59aWcbsW5mXA8
F9XSDyXNVNJkNXMS8y1IekEAAqUT6A06PcloFkFveet3urIp9bnX7cq2fbGz2F3e+p3+oOgbUR2F
up6L4Cjq88knnxyP7tOf/rTslBodqkyHemk9RDC9733v6yej1G0xcuSRR5p2jj/+eBFk3/KWt7zr
Xe+SJ/LSbyfEH9OCDPerX/3qjDPOkJ0iE4sMrbOSk1wSfXnNmjWi7YoSLb2s4h5Sx0PZF31WRaQU
89NPP12PKyRlp7x0CtAel5QF6a5o668Eklz1+GBC0D772cqgGzduVG1kIjwh+O0kHdUqsNY989nJ
0ctUclNl0yTR07nf3JmqlnrcSO0bjzqTn2b3TD7noB3vUnzqU1X1UvwMN1LPVAb6k2PxBFqmGQQg
AAEINIFAae/7mxCM6UNxSahpEeFPRQTiX2CogUw9uqKhx96smVo+9sHmDrBpKy3pXltN8zM3cDpC
AAIVEVgUcbnX6fU6/V5XNtGj5X96U4POznS7U9EWqdWDjkjQZTmjr11O9VlGsSRUp6Iq8qiSlT0P
JePqP3Cmnec///lyVB5yG8PUuEL8sYxIbRDRlEWGVqnHcrtC1SDJJVGoRaf+zW9+85KXvCQ1olSH
nQ2SXLIaa+07ydWkytf5vKq6l9bs1JOqh3Paj2f7OpOjkzKmy/I5MOm4ajfKCifVTj1T78SlspWr
W2+jmkp/FnbqjNAAAhCAAARaRGAcBOjUmhvqQ4L5MGco36Ecc2zlWjrH1QmGpSRm5nCy3C5WvmRS
TrRzajQBfVT75iRpHY33yhGaqbglrZMkP5PczroOPRwkohxeKQ7OBWbu9I+bdAZlgpz11Iv7HHfY
s1qc3eM0PF5ZwP0L0rkC/caVwdK/PLN+mKJOw7LUZCsi8xwPCTbTgqExBCAw4QREp3C+kQjEokRb
/bBeyn4pavGYxzwm1dqJJ56or9XWFVvSnyWT9x3veIf8e8cdd/hNpfqT1F00X3X7QS3aJrl01FFH
SbM/+ZM/USnASQ/Vvcgj7pJlTQ+R5GpxH3L4r5aT/r1/akJxjiHK7eL30NRG1bhmKYYSPckBKu5b
if7kM2VWb8hUuCPfcJl6OXGp2cwB3zN0DmtVTKWZhR0Oivob4axoCQEIQKAhBMZBgBaUWkzxyI5W
eV81AVqLidew9hwqPnlJxs2Cd2UpRMW9rc5CKmRpkKm8eKrBfLGkmrX89LiddR3qhZpjicbdyLrA
UvnHyZiErU/mljqpztwcccUnMdME6e5xGql2nA6b/uS+pCSpKqXoxda3dEWuLf5J1ChSSeY7E+kF
AQg0mYBcWyQDWrb+oC9blBCttn60qZTnQX+gNkl9jq5FvfoCevrTny6DSY1mecgT9dJ8/OAHP3jE
Ix6R6pAqEi1G1D0G5eZ+qotUuhBF+HGPe9xJJ50kT770pS/5TaX6Y3WXgWQ4dSNBVXxD17VIckmp
uuKnCjnpISWtzYisewZ6OnpcUr2k4rNyVVfWTnI1qw9KvpfQVC1vHiaBuKoYojOGtAnh7LfjPFrW
0CHujbZN1hTm0ZKpZypHG+No1wOjQwACEJg0AkUFaGdu3UggWj8bL5IjU7//pec81h9CfMSQvMvU
wLMqZakGKyJj+ZnV7VSv8hnM18t0prgFbc1vypy4pEkMWVFJJEsMxD9Z4SvQCtlpthT1WSybcrB+
mbrqkk7qHB3pAgEITAKBfr/f6/cW+oOFxWiLXgwfSoYezA9kkyf9xX609frdSIce3jg6Khpd+UNq
AX/+85+XJGV5yBNdo1nuJShji+r6xS9+8X73u1+qH1LiQ5Tfhz/84fvtt58kO7/hDW+QLqKEyn38
5KXkAstDnojSqu4TqO1blpP8SXJABpLE6iOOOEIu6VJ8wyx17XRJ7LzxjW8UDVq03ZtvvtkTl9zZ
T4DoiPz1Okw7HpdUMymoLVnYQkPXRUly1elDEjqxLAK0hHbWWWcddthhqVPm+QtbUUEDs6qAOYRT
a0tqHHfbbGmVn3Ya0Ts9RZZ1tYdwFB43xOf4oH7fLE02FVG+6bZ6VZc8m2nqnbE4LWhKVhJ0Ki7/
tFY6lWZ0epmpJ+ahfMSqm8FSFhhGIAABCEDA/e4r6c/Sln2PuGXrVbrPxRddctLJp15w/gcvvezy
c86N7lViPrTaK5JKWYpJwQkz3bBcih+yxjJ1rky6lT92z7jmKA0BWIS/DsE5C87pMIdz8g+cULET
/+7BP6EhwFOXkJ7BfC2L9ApZvR568RM5lX9SFw0/6awRNyxQ2pTVJWQSSzmRPeStcLLOUdKS9oTs
hOC/ODjPNTVEyCHrfEl1QLXPsdqLXE/oCwEINJ/Abbdev+deB/z8f3f9/Lpd3Wmpa7BCUFYq88Jg
WgWiXqo86PseMnP4gWs/c8lPTzhyw8bNB8k7T/P9p3rzab1TFd0h03uz5tMbSw9D3lyNNnDlYXx1
heuwo/W/maNnzfAdVRRO+bItztcDreE0EKDrWQaMAgEIQCCEgFM9dr6hKpoBvfRZQuXyyU8p2/lY
dr++KCxc8iY4rri1k+UKr7WUmfQ5RO8va/2Ua7AVk1L/6i2yMjVSzyngmUTrIhN/adIo4mfuvn7n
LTXZWmDmy9o+uucg1orzIvcM0hECEMhH4Bs//s1hB65+wsM3Pv7oPR539AZzkz2yPfmYdWp7yjHr
ZTvx4Rue+sg9IvX50uuPfeCmfIPSCwIQgAAEIAABCEAAAhBoBYFuwQxoMxtOBRzfUzUIp1LjSfn0
Z4Nq//2pkc6g/JqR56jfpaoBlm4/Ho4aIp5amzWrNDU5N9ygGXWJSyjcgXxLtPjqzbcOU79C0Ke/
nuikc8T5TVUgDXWF0ZaTUnHNC1Gms7L49IVfN+KOJV18dLzOLgp4vkP+c98z6UXOxNIvOBiEAARG
TkAyoAczGy/83q1bt+28a8dgobcgLs0vyi8m+vKkbyREm9fw2ZmpvTasPvn4A6YWbp2e6gVmQItB
kqBHPuOpDtT2NWqqJ5537M4PQQ1P/MwXb229WkHPkzzbCv/rmc0moyD9uZ41wCgQgAAEAgmEZ0Dn
EaDf+a4PtzHZWX7XyV0OAhcQzSAAAQhAAAIQgEBtBLbddm0mAbo2xxhojAkkCdBjHDKhaQLMftsX
A9Vy2j6D+A8BCIwNAQRox1SqXIwJ+VvFN8NjczITCAQgAAEIQGDsCcyuWucUoI897jFjHzsBQgAC
EIAABCAAAQhAoKUEqhWgX/faV7Tux4+ozy1dyrgNAQhAAAIQgMDYE3AK0PJ2duwDJ0AIQAACEIAA
BCAAAQi0moAUnND+O+8iro7mKcGRKkArtfeKK6448sgjozGGL0dbtSNEgLYKdLQ3V5r051afujgP
AQhAAAIQCCfwmc9+8V//vy/+x5e/Jl3eec6bfu/xx++995bw7uEtk95dlPKuwylAh/tGSwhAAAIQ
gAAEIAABCEBg5AQ8AvRUdc594AMfqM54JsuB6rMozuam9ejilaOLWwiPt5TPgeHD0RICEIAABCAA
gVEREPX5lFNf/ta3vF7ewHz7m//xF6e//q1vf8+onHGO+7+/vuH9H/hoo1zCGQhAAAIQgAAEIAAB
CECgZgI5BWj5nGPex9zptAjQ3//+92uOh+EgAAEIQAACEIDAhBAQ9VkiPfDu+8u/hx56D3l79rdv
P7vm2NWX90mDHvWQ415/1ltrdonhIAABCEAAAhCAAAQgAIFGEchZgkNi8JSBVtr0iSeeeMABB7z/
/e83S3Bs3br1E5/4xMtfHn1eOu200/7iL/7i8MMPl+e6aseZZ54pL1/60pfKv+9617vk3ze+8Y2q
lIc8PvzhD59yyiny5POf//yTn/xkeSIG3/Oe97z5zW+W5+94xzue85zn7Lvvvhbi8Azo+Nzo5GX1
4UpeyhPzX9VF7dHP1RPdxXpptoybVdbMLk6zScuIDOhGnWA4AwEIQAACEKiOwCtedfZH//H8P37+
yS976alKhtYP9X7g4q999q1ve/f973/EX746emelHh//5KclV1qe/NMnPvC4xx6r9/+/r1z8sY//
i1TzeNMbXvP0k55ilfJILcFx8823nPf3n3jHOe8Xg8rCfe7/SG3cX9ks6SaE1aHDMgQgAAEIQAAC
EIAABCBQkMDTnvnCamtAK/+SNGgl+F544YUnnHCCVII+6qij5KWqAf3617/+uc99rojOIhzvt99+
IlL/27/9m+xXXS677LL73e9+mzZtUt0f8IAHSBvRqUXFlj3nn3/+s571LGmzdu1asSkNjj/++Be9
6EWSai3GlcEzzjjjTW96k4lPq8+mRuzk65R9VZiWuGyqxhpF1p2mZfNDnTWcx2w8CtTngmcO3SEA
AQhAAAItIvCjH1957PG/rxwWzfcpT3m8lqHVW4LzPviOgw468AlPfKY8+YPff5LsUVU7/uNL/7xm
zWrp+5l//eijfudhsl/U52c/5zTZf49DDhThWKy96LQ/NlGkCtBKDY8Som++RSy8/PQXieod+M4k
SYA+6eRTWzQduAoBCEAAAhCAAAQgAIHJISDv/OW24aMXoEUUfupTnypJ0KoYtL4J4bXXXvuDH/zg
29/+tkpbVvvNLOmk52Ltc5/7nG6vhGm1U3Tnk046SSdKm5MdLkDrXtaHJaciLI1TlWLTYDzr2bSQ
OkSqeq7GCvyYNzknA5FCAAIQgAAExpuAFFn++Cf+ReUdy0NSnh9w/0h6tr7bfsLjj//Ex/5O9j/n
eS+WHGf99bZkT6uqHeZ+J7FUAVpZEN35KU9+vPIh/J2JR4C+4PwPjvcMEh0EIAABCEAAAhCAAARa
R0DlPjdFgP7a174mSdAKohKOpSq0JC+fd955kvssCct6f4gAHa86LTbFoFTtEA1aTIlNs16HGjeH
AK0/Mvmzj6sToM1ll1TZI9OHw9atYxyGAAQgAAEIQCCcgMjQ577rg5KArIVmS4AWU1ZlMG3c3O8p
lJEqQEs6tpT7EA1aLIsbr3n1n4sMHfjVuF+AvvSyy8NR0BICEIAABCAAAQhAAAIQqJTA2WefuXHz
QfUJ0BKMswqHqSarDGVpGZ7pHJIBbXG8+uqrv/vd70qBDl3TQzWwqj978ojjh/Se1PRkxSGuVmsn
Uy0kNXAul6QoAj/jVboEMQ4BCEAAAhCAwKgIeERnZwa06WfxDGhl7ZprfvmDH/5YqnyoEQPfnKQK
0Oece96oqDIuBCAAAQhAAAIQgAAEIGASuOP267IK0FNVE1S3E9QPEYjludRr/ta3vpV1aNGXpYt0
lO6iLEv1Z3kpRaXl+ebNm5/4xCfKS6n4kdVsde11UencQ2gLxU3l9oGOEIAABCAAAQg0k4CUXZZ3
CKL5inuSgCz/Sq1n01Wp+Kz2P+0PowLQ+sl3/vv7UqlZ+ooFtf95z32G/Kv3v+Vt0Y2gMz2kixjc
tGmP3z3hMdLxbnezbwqdyRqNIQABCEAAAhCAAAQgAIGxIVC5AC33CVSis3pIiQx5ecopp9x8881Z
IZ588smf+tSnHv7wh0vtjne84x1veMMbxMIrX/lKKeghe+TWhVIJWu1UDyv92T+c5C/LpyZzM3+F
6tR/zS7auLnTacHZy/TNaSHJrO4YmGGUlTntIQABCEAAAhBoLIHXvOol7zznTcc84gnyNkDKX+g7
DWqH733vQ+VOg3JHQXUHQnnIE2kmtyVUdxoUC2r/4x577D994gN6/ykveI4zavOdktXgz178AnFG
zN7zsIdKJWhlWWpSy7855OzGMscxCEAAAhCAAAQgAAEIQCArgW5SsT9nGWm5D4yU4Xvda19hDuOs
wpHVjyraOwVoTxWOKnyozSYCdG2oGQgCEIAABCDQfALtemNACY7mryg8hAAEIAABCEAAAhCAgCLQ
xBIczA0EIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhMJoESSnBIDrXKNW7UI6n+hqpl0ShXizvT
riyn4vFiAQIQgAAEIAABCEAAAuNMQD5eqS3+0Iea9xFsnGeE2CAAAQhAAAIQKECghBIcMnpjJV1n
gZHGeltgHqOuSdVUCpqlOwQgAAEIQAACEKiUACU4KsWL8fYREGV5MFhy23wuuzyH2hcnHkMAAhCA
AAQg0EoCOUpwZBagH/v432slG5yGAAQgAAEIQAACEGgqgY2bD7pl61XmPUguvuiSk04+Vd2A5Jxz
z2uq4/gFgbIJWIqzKTp7DpXtBfYgAAEIQAACEIBAEoHKBeiB/iqeSYAABCAAAQhAAAIQgEB5BBCg
y2OJpTYTyKQyxxu3OXR8hwAEIAABCECgFQSqFaCPPe4xraCAkxCAAAQgAAEIQAACbSRABnQbZw2f
SyaAAF0yUMxBAAIQgAAEIFAygQoFaPk8ULKzmIMABCAAAQhAAAIQgMBKApIHrXZQgoOlMaEEwgVo
0p8ndIkQNgQgAAEIQGDEBCoUoEccGcNDAAIQgAAEIAABCEwSgeYI0N1ulzJ0k7T0GhCrdadB8chZ
CBEBugFzhQsQgAAEIACBCSSQQ4CemkBMhAwBCEAAAhCAAAQgAAEIQKChBERuFnFZbUn34EF9bujk
4RYEIAABCEAAAg4CCNAsCwhAAAIQgAAEIAABCEAAAk0iILqz2pwP1OcmzRW+QAACEIAABCCQSqB7
841XOhuZN4GRBvIryFRbNIAABCAAAQhAAAIQgEBuAk975gsL1oB2lsuQncqleCUNzyEdBSU4ck8o
HfMQSK0BjfqcByt9IAABCEAAAhAojUCOEhwZBOiTTj61NE8xBAEIQAACEIAABCAAAYOAZEWYCRA5
akArNdlSmU352JKSPYfMmUGAZp3WTcCqAW3mQaM+1z0ZjAcBCEAAAhCAgE0ghwCdrQSHvKHnAQEI
QAACEIAABCAAgdIJFHxrn5T7bOrR8lynPFvtzUMFPaE7BIoSSKoBrXL5dXlo9YQHBCAAAQhAAAIQ
aDyBbAJ048PBQQhAAAIQgAAEIACBiSNAkvLETfnYB+ysAa13mk/GHgUBQgACEIAABCDQfgII0O2f
QyKAAAQgAAEIQAACk00gXtx5snkQPQQgAAEIQAACEIAABBpEYAQCtP7lo4VB9qtDSQ3i7esEqdwz
H5lGDwwqk82CjUfuUukOlG6wIOHauhN46ahrQxoyUM3XRvPH6RpsiJ+lz0Img833MFM4ZuMcoeXo
ksO9kFEatZyqc0a/N/BgtHAFvqnwvGWKjxXiRo6JTuoSsgBKHA5TEIAABCAAAQhAAAIQgEB7CYxA
gHbCko8xqpKgHK0/hyXwQ5RV6zDTrNcfVCb3RtK4aUwCl8FIWPkHDSHZ3ug8sVcXeIjlelbCCK+N
zYEQgrpd3oZEpNvkCC1Hl0wuqcaZRsnUOIczmbqU64w+ST0VhJ1X4NQ3FVnVZ20wU8c4urH8e5Fp
hQR+PZDJJo0hUAIByj2XABETEIAABCAAAQiMhkBTBOjRRM+oEIAABCAAAQhAIC8BpT7r3k4N2moT
OFRSL+f+EDcCx6WZ+nIl9esBQEEAAhCAAAQgAAEIQAAC4QQyC9Dx35CagyX9/NP/s1BlU7VRT6wA
PN3jh0xr/iQgs6/Hc+VSUsJUyBBmUPG0GtOCeTR1FlPnQlvIBNA5BcqUk63TuDOQ1In2zHs8WL1g
4qDC/TQRxRehFVp4pM65S1qr1hmUlX+8fRy+Rd6ztMLRpU6xnrJwbiFnk3W+OK8/5tDmtAYGbiFN
8kqfFJ6rh3OVJgHxr+R6ro3x1Zh6hXeurvDlET8HkzhYLT0dncu43CtYWcs75DIeX/NJFxO93jyn
ifOi5w9Hn0TWeg5xLGnWTJv+VRf/62PajJ9iSbOfe217rhvOQ9a7BfEn/v7BudPy0PmuI7WjNuIc
NH49TF1LqRe6rHxoDwEIQAACEIAABCAAAQhMIIHMArSHkfpcpB7W51L/z0LVxyTVJm4/yaz6HJVv
RKuvHt3puf/Tl+eXvNo9M6h4To22YIbj+SVv1mWaA2BIUMpDp3FPIE4mzohyuB3/9K5Xo8ea6hVf
hFaXrJFaQTm7J623cP7+80Xb959iflezBl6EW0MCt4AEehV43Utais5RRnJtTLrChJyS+mppXuic
fw6SRvHQznTpC/zr0JDlXW5o+RZw0vXc+nPp+duUepn1XKL1oZDTLb7MzDXmeW+QdW2Hr8a4jJs6
p7qL5by/o98lvxupf+ZC/hqW+OYkFRENIAABCEAAAhCAAAQgAIGxIVCaAK0+ecY/QybtDyQY725+
VEv6JBbyodHTVw0RH9opdnsCSXXDHMIaLoSP+TlQdddwtLVwgIGfKq2gUmOUQJwLwx+gZ9n4I0pS
MUL89Ks2IRaS2nh81tgDF0CIG2YgWdtb8xV/6Zw4zxSHOFBWm3IDTz0HPVNW0fXQdCn81C6IxXlO
WZcLcwb9KznwHImfjNbFLX6t85+/Ra4MlS7vkMt4vtBSF3DgyR54aQq8VoQspyTPPcvMsyBD/rRZ
U5xJEdbvFtQ7BKcUnnTZTHpTEc48fk1wuuF0IPCPaT5nQpZfbW2seTEj8hyqzT0GggAEIAABCEAA
AhCAwCQQKE2AHm9YcdU16wfUVD7WR+vS7ac6QAMIQCATAc7ZJFlN71f5mEnNuMplWm+jasw6TyWf
pF97pFvPm4rcgm9BGT1Q92/paauEZvVwwnceSp16GkAAAhCAAAQgAAEIQAACgQRaIEDrzwweLSMw
2sBm6oNKSFZmoEFns/gQ5qejTKNrU85Ur1EB1OMWodTwvuZnWv/Hcs8slLvewl0qwrbgKAW7ewTN
mldd7nO2CHxL3q055BDPq8Piv9aF+BbSpuD6zNe9ntBCwo+3qW5C8/mjetX/py2Tt/neReTrlcmx
HI2buQA8gTjfQel883hHz6EcuOgCAQhAAAIQgAAEIAABCMQJtECA1h8MavuEoD4BVprm41SfKwqw
foCyzsxBU0maOkJtZ2lZg8YjdVr2zELp6y0T/NzAC45SsLvT7SpsevioiVOP3BiLdCzl1C7rRNCB
hGPRl9kGim4F11LB7kVWRel9wye09KH9BktZ/5X6HJfIU/8aOoX1kF7VBdLYBVBdyFiGAAQgAAEI
QAACEIAABEon0AIB2op5JJ/ERjJo6ZOtDDYwFlNHqCjquNnqBg2x3MBZqI08A1VEIN+iClmuFTmM
WQiUSCDf+i/RAcuUUx/XX1YleevvVZ23WIYABCAAAQhAAAIQgAAEIFApgUICtPkJykoZ1oeS9gdG
Fe9edbKh83fQ5boRku4X+FlaOWYysfb4PTdHCfEqcNYCnfdY8yybcuciMKKkZoGRenx2rrciXgW6
VGQI6VtwlILdnc5XYTMTpRquh6Y/9Z8I+S4XZc1L6rUu02T5Gxf0OWv3OkMrTilrdCEXzxx/fcr9
05ZvbavQ8p2J+Xpl+qOZ+mYpnw9lLYDiSxELEIAABCAAAQhAAAIQgECLCGQWoNUnFvWwPt4kHfJ0
CSFVsHvIEEpQiwdlfjxLciPrhzHVXg+nnugPsUlsA6NwNssxZVmDssY1R8yhLJif6jOttCKUVF89
HYGmwiN1zoIFR6+3Ivw9LmWNLlXsyL1ck5xsZuBJXvlnP+v1MEfs9Vwb9TIIHC78pNDXPfNPSQ4O
gWdreLNMIcTNVrG8w52PtyyItCCNJM+L/0nN8aetImcCTw3PH8pUsThkAQS6Yf4h8HSp4c1JSFC0
gQAEIAABCEAAAhCAAATGg0BmAVpJBuqhnpsgzENJ+50ftMyd8QZOs/Gh1YhJ+y1/nO45h9Ytk6Jz
LgWPe9qOZdDcHw/E88k5/rE2vkdPmRmONZupa9rP1prEOK6QqQlZTklua/vhfgauUo9Ba9Y8DFOB
pE56+Jp3jhVfA3Fvw9E5Ay/YPXCReya6osA9jpkjxsN3Mvd08c9IDddGcxFaZ3TqeRe/VCoLSfOV
esEJubJZFzT/X4GC67Ngd//FwRNsfCLiUWe9uqb+rfRcz50Tmnp1ClxOgRcBPdFJl7X4pSDH2g5f
os7hQhZw6mU5ftY7F3kqkKQGSaBMx6yrfVlndDheWkIAAhCAAAQgAAEIQAACbSeQR4Bue8z433wC
Vspe7jTq5keKhxCAAAQgAAEIQAACEIAABCAAAQhAAAIQGGMCCNBFJzcpO6mo3eX+VrEO82VZQ8Tt
VB1UqufigBnpyP1JdbjcBpXGO5IVFcinmYFX6pUmU88ogRNRT7OkAjv1jF7/KKOa4lGNm49wo7xt
lDP5eNILAhCAAAQgAAEIQAACEIBAEwggQDdhFnw+mD99tZ433fVi/lm/+S1mjN67CbCi4gRYHyMh
kFp8YCReMWjbCaAat30G8R8CEIAABCAAAQhAAAIQGD8CCNDjN6dEBAEIQAACEIAABCAAAQhAAAIQ
gAAEIAABCECgEQQQoBsxDTgBAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQGD8CCBAj9+cEhEEIAAB
CEAAAhCAAAQgAAEIQAACEIAABCAAgUYQaKgALTenagQenIAABCAAAQhAAAIQgAAEIAABCEAAAhCA
AAQgAIG8BBoqQOcNh34QgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCDQFAJ5BGhJT9YPHYfKWY7v
Nxuoo/HQrV6mKWVTW45bI1e6KUsJPyAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIrCSQWYAWwXdg
PEz91zxk6cKZDol5cVINorzV3a2Xqg0aNKsaAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgEADCWQW
oK0YtEasJGN91NSFlXwceMjJyOxuWWsgU1yCAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABIVBU
gK4foiVGk/5c/xQwIgQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBEAKZBWiV2uyp9ewc1exSXDLW
1swyHSHR0gYCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAARqI5BZgBbPkmpAe5w2uxRUjc1y0rVh
YiAIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDISiCPAJ11jHj74knQxX3AAgQgAAEIQAACEIAA
BCAAAQhAAAIQgAAEIAABCFRKILMA7dGOzUPmrQLNGxJKMP5DWaNFy85KjPYQgAAEIAABCEAAAhCA
AAQgAAEIQAACEIAABOohkFmAtmpAm7cENA+Z+yWSHIdUoec4BY8D9SBjFAhAAAIQgAAEIAABCEAA
AhCAAAQgAAEIQAACEAghkFmAVmqyflhjJO03ezk1ZaswtGnH0rLjDsQbhEROGwhAAAIQgAAEIAAB
CCQRyHrPbUhCAAIQgAAEIACBcgi40jEjy0n7yxkVKxCokEAeAbpCdzANAQhAAAIQgAAEIACBBhDw
5FU0wDtcgAAEIAABCEBgrAmgNY/19E5gcAjQEzjphAwBCEAAAhCAAAQgAAEIQAACEIAABCAQQEC0
YL0FNE9pEmhtMCDfuThsLDSHQGkCNHUwmjOpeAIBCEAAAhCAAAQgAAEIQAACEIAABCBQlIDoxaIF
661gYnK51orGRn8I1EegNAG6PpcZCQIQgAAEIAABCEAAAhCAAAQgAAEIQAAClRJQerH5KJKYnNVa
kbEqxYJxCGQngACdnRk9IAABCEAAAhCAAAQgAAEIQAACEIAABMaYQFwvVsHm04XzWcs31hhPCqG1
lgACdGunDschAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCDSbAAJ0s+cH7yAAAQhAAAIQgAAEIAAB
CEAAAhCAAATGm0DSfQ5Jgh7veZ+Y6BCgJ2aqCRQCEIAABCAAAQhAAAIQgEAVBJx35UoSU8QBz6Eq
3MMmBCAAgeYT0Pc5jLuKBt386cPDNAII0GmEOA4BCEAAAhCAAAQgAAEIQAACSQSS1GctplgNVCFU
tTn7ghoCEIAABDwEuHKyPFpIoCoBuus6H2SnesRBeQ61kCouQwACEIAABCAAAQhAAAIQmAACzttq
WTtNodlzaAJoESIEIACBnAT4xi4nOLo1hUAlAnSSxDxYflgN5GXSoaZwwg8IQAACEIAABCAAAQhA
AAIQMAk41WcQQQACEBgPAkmab75LX3FrYkE9EKPHY4FNWBTlC9BKTbYwWjulgdagPYcmbC4IFwIQ
gAAEIAABCEAAAhCAQHsIxD73pbtu6Sb5dJz0YWgBAQhAoAwCcam3yFUr3FrS1RUNuoxZxcZICJQs
QDvV55EExqAQgAAEIAABCEAAAhCAAAQg0DgCSoJRWw4Ju3Hx4BAEIDDWBMxLVvGrVrnWxho8wY0Z
gZIF6Hju85jxIhwIQAACEIAABCAAAQhAAAIQyE+AmxDmZ0dPCEBgFAT0fVNL+c6sLGsU4hjFWmDM
3ARKFqBz+xHS0VlaOqQjbSAAAQhAAAIQgAAEIAABCEBg9AS4CeHo5wAPIACBthGQKycPCLScQHMF
aJGbrUfLUeM+BCAAAQhAAAIQgAAEIAABCEAAAhCAAASyEEhKdiYJOgtF2o6WQHMFaKnmYT1GS4rR
IQABCEAAAhCAAAQgAAEIQAACEIAABCaLgC5br54Uf5RiRLlRSlWQ4hFhAQJpBJorQKd5znEIQAAC
EIAABCAAAQhAAAIQaB4BKynPLLvhOdS8OPAIAhCAwNLtUs3CzSXKx+F84xdPSxYvSxwPd4mWEMhC
AAE6Cy3aQgACEIAABCAAAQhAAAIQgEAqAaWVqM1K0PMcSjVLAwhAAAJ1EohfwWT0kRe+MG/lairj
5tXVlKfrJMZYEEggUJMALcU0zFsIynPZo1zyHGLWIAABCEAAAhCAAAQgAAEIQKDpBJy/AdeySNx7
z6Gmh4p/EIAABIoVvlAJ1DnSqEOEb0uPVi95QKABBGoSoLXQrO4rqNVnU4N2HmoAIlyAAAQgAAEI
QAACEIAABCAAAQhAAAIQaAmBsupRhGi+OZAoXTiHk6oXmnIO5nQZNYGqBGhLYtZCs7qvYDxqfb/B
UQNhfAhAAAIQgAAEIAABCEAAAhCAAAQgAIEWEtCVf8pSac26FuXyMGXowIRo1OdypwBrNRKoSoCu
MQSGggAEIAABCEAAAhCAgJuA+o2d+TDb6f3ggwAEKiEQKKlUMjZGIQCBCSPglJ5LuQpVWjVIG09N
iEZ9nrAVPWbhIkCP2YQSDgQgAAEIQAACEIDACgL6l3bWT/FUXTj1MO9WAj4IQAACEIAABNpEwJP1
nK/ShSf4JEVb7/c38IjIORKi2zRJ+DrpBBCgJ30FED8EIAABCEAAAhCYQALWXUnQoCdwDRAyBCAA
AQi0nkBIwY3cBZeT6BTJqk4tDJKUEE36c+sX66QHgAA96SuA+CEAAQhAAAIQgMC4Eojf+3pcIyUu
CEAAAhCAwGQRCJGeTSJZZWilMju15iJ3Jkyts6F91g4rN1KV68mafqJtHwEE6PbNGR5DAAIQgAAE
IAABCAQSSKr+HNidZhCAAAQgAAEINI6AEmRTNdm42muquklRaWlbGsSHUHtSh04ynlUHV2J37uEa
N3M4NLkEEKAnd+6JHAIQgAAEIAABCIw9AbMANIWex366CbB9BDy/ZHceUsJQkd+/t48RHkMAAjEC
qYKsPz86qTB01qzq3DNDuefc6OjYWgII0K2dOhyHAAQgAAEIQAACEPASEPXZPB5S6NnMmFbPYQwB
CFRFIIf6bFZHrcot7EIAAm0mECgiW5nIgb0Cweivyswn8b5J5Z7NlqQ/BzKnWeMJIEA3fopwEAIQ
gAAEIAABCECgLgJmxrR6XtfIjAOBCSPgUVWch1BhJmyBEC4EUgjEv8HKISJrGTqkoIc45BeUtcda
WTafeOIhIZrlPgEEEKAnYJIJEQIQgAAEIAABCEAAAhCAQHMIZFWfxXO+DWrO9OEJBJpGIIf0rNRk
9dCXF//PnnTh6ZBC0jkQhSRE5zBLFwg0gwACdDPmAS8gAAEIQAACEIAABMomQAGNsoliDwIlEfCo
ySFCM7VxSpoHzECg9QTySc85wo5/baYKSVfxqEjgrsJVbEIgmAACdDAqGkIAAhCAAAQgAAEItIqA
VfRZ9GhdUsNzqFUh4iwEJoyAvgNhiE49YWwIFwITR0CnJFcdedKPNqrToCUidZWrdIiquWEfAgYB
BGiWAwQgAAEIQAACEIDA2BJQQrN6OO9J6Dw0tjgIDAJtJ8BNCNs+g/gPgRIJNOeLqIpSoUtkhSkI
jJoAAvSoZ4DxIQABCEAAAhCAAASqJKDvKxgfxHOoSo+wDQEIFCZAVmBhhBiAAARKI9AcKby0kDAE
gZIJIECXDBRzEIAABCAAAQhAAAIQgAAEIAABCEAAAhNEQGvQSWI0IvUErQZCdRBAgGZZQAACEIAA
BCAAAQhAAAIQgECzCfAL92bPD95BAAIQgAAEPAQQoFkeEIAABCAAAQhAAAIQgAAEINB4AqYGnXRP
sMYHgYMQgAAEIACBCSSAAD2Bk07IEIAABCAAAQhAAAIQgAAEWkVA3X5QdGe18WP2Vs0ezkKg3QSS
is5zLWr3vOJ9rQQQoGvFzWAQgAAEIAABCEAAAhCAAAQgsETAoyM7DykZGvWZBQQBCNRMIK5B16Y+
c8/Vmuea4aohgABdDVesQgACEIAABCAAAQhAAAIQgAAEIAABCFRHoM7q8OaPMGpTn6tDh2UI1EsA
Abpe3owGAQhAAAIQgAAEIAABCEAAAhCAAAQgUJyAFoWLmwqxoH+Ewe8wQnDRBgIGAQRolgMEIAAB
CEAAAhCAAAQgAAEINIlAnVmNTYobXyAAgcwEzALxmTu3pAN6d0smCjc9BBCgWR4QgAAEIAABCEAA
AhCAAAQgAAEIQAACrSWgZejWRoDjEBhvAgjQ4z2/RAcBCEAAAhCAAAQgAAEIQAACEIAABMaFgPxC
IqkEc6aKHPHGJBqPyxohjgYSQIBu4KTgEgQgAAEIQAACEIAABCAAAQhAAAIQaA+BpMo5IRV1wvsq
6dmjFIenQqeaag97PIVA8wkgQDd/jvAQAhCAAAQgAAEIQAACEIAABCAAAQiML4FUnVonPqe2FEj+
VGhPDvX4AiYyCIyWAAL0aPkzOgQgAAEIQAACEIAABCAAAQhAAAIQmGwCSjJOepjZyoF1NpJuTkji
82QvNKIfFQEE6FGRZ1wIQAACEIAABCAAAQhAAAIQgAAEIDBJBFT2sdoCH/GKz0nictygWa+DxOdA
4DSDQAUEEKArgIpJCEAAAhCAAAQgAAEIQAACEIAABCAAAZOAzj52FnFOSoJOqvgcXu5ZfCDxmaUI
gZESaIEA3V1+jBQUg0MAAhCAAAQgAAEIQAACEIAABCAAAQgkEDCzm+NpzlYis1Nu9hficA6bWpGD
xGcWLAQaQKAFAvRg+dEAXLgAAQhAAAIQgAAEIAABCEAAAhCAAAQgECOgUpKtTbdKSmQuDtKTCk3i
c3G8WIBAGQRaIECXESY2IAABCEAAAhCAAAQgAAEIQAACEIAABJpNIEcStArImQpdnerdbIp4B4Gm
EUCAbtqM4A8EIAABCEAAAhCAAAQgAAEIQAACEBhrAvFbC+pwi2jQqRU5xhoqwUGgsQQQoBs7NTgG
AQhAAAIQgAAEIAABCEAAAhCAAAQgkIWAqsjBAwIQaBIBBOgmzQa+QAACEIAABCAAAQhAAAIQgAAE
IACB8SbgSX9WgedOgh5vbkQHgdYSQIBu7dThOAQgAAEIQAACEIAABCAAAQhAAAIQaBeBVPVZa9Dt
igtvIQCBZAII0KwOCEAAAhCAAAQgAAEI2AS6yw/QQAACEIBAUQIiOFoP2WNtZgN9qOjA9K+RQFLV
C2u/U30O7FtjNAwFAQiUSwABulyeWIMABCAAAQhAAAIQGAcCg+XHOARDDBCAAARGSCCuPitnVKFe
vWkPlUCptqS+IwyHoYsQCMx9LjIEfSEAgUYSQIBu5LTgFAQgAAEIQAACEIAABCCgCMQzJZ2a1CQL
VZ50UTJJOY9GSyCr4Gi1R4Me7fSVO7q6Snsy38sdDmsQgECTCCBAN2k28AUCEIAABCAAAQhAAALj
RyBJA/X/Bl9ziKdJxn+sPeHqc1K6KJmk43c2tSuiJPU5kyqdVJyhXSjwVghYF3P1kgcEIDAZBBCg
J2OeiRICEIAABCAAAQhAAAIjIeDXQJN+g5/J1UxiVibLzW/sSRclk7T50zf2HnrkRfP7pzgHMvfH
fm0QIAQgMGEEEKAnbMIJFwIQgAAEIAABCEAAArURKF0DjWvNk6w+Z51Hkg2zEqN9dQTML5+sXzCQ
uV8ddixDAAIQGBEBBOgRgWdYCEAAAhCAAAQgAAEITCABrYGWJRwjqvpXEZmkE3iWNT9k67S1Cj2b
R6kB3fzZxEMIQAACAQQQoAMg0QQCEIAABCAAAQhAAAIQyE0gpAZ0iPGyNOuQscajDZmk4zGPRAEB
CEAAAhBoOQEE6JZPIO5DAAIQgAAEINA8AvE7q+XY07yw8AgCuQh4NFDPb/BzDTWJnaz8UKuUAZmk
k7gmiBkCEIAABCDQOAII0I2bEhyCAAQgAAEIQAACEIDA+BBI0kD9v8Efn/irj0Rp0GqjIEn1vBmh
BALWNyUlWMQEBCAAAQg0mgACdKOnB+cgAAEIQAACEIAABCAAAQikENC55JCCQCsIxDP39XcnnkOt
CA0nIQABCEDARQABmnUBAQhAAAIQgAAEIACBiSEQLwejQ/ccagIe0nuds0AmaRMWJz7kIODJ3Cep
PwdPukAAAhBoNgEE6GbPD95BAAIQgAAEIAABCIw3AY+AWJG2aFZejtfBMI9WSr6i6FJ9dlZkN3sl
3TLRbznkRouqTbkPMknL5Ym1igg4i8N4MvdJ6q9oIjALAQhAYEQEEKBHBJ5hIQABCEAAAhCAAAQg
UL/6XDPzBsqjcf3dlMY8t0z0oPP38ij+pUwHmaSlYMQIBCAAAQhAAAKVEUCArgwthiEAAQhAAAIQ
gAAEIJCqWjobVFRuwmO2ohElurLk0dTb66U2SF2NFgRLPU/qnq9XqjOZGpBJmgkXjSEAAQhAAAIQ
qJcAAnS9vBkNAhCAAAQgAAEIQAACQmAkWrAaN6RYRLlz1Fh5tDrZXQGs2n6504Q1CNRPoPSiNPWH
wIgQgAAEIBBAAAE6ABJN/n/2/gVcuqUu7Px37/O+B4Rzg2MAHS4qyiVEZTIGRU1UkqhRgSTiBBMT
feavQZ04xvstiIgZL1GiIY4S/M9DYnjEPxjvRCdR4TGIDk4Cj6jABKOgAicHFLmc81727n/1rr3r
1Fu39Vu1qmrVWuvbp5/39O5Vqy6fqrV69a+rqxFAAAEEEEAAAQQQWIeAvRyEE/pJbFpH2wdbkVgw
JLFveq9ExH+wPiRAAAEEEEAAAQRWIUAAehXdSCMQQAABBBBAAAEEFiQw1/Rn/ycHTQw6salb2Ilz
J4O9kFgwZDAGrWPNid91nFjhUR3RsqxRFSMxAggggAACCGxPgAD09vqcFiOAAAIIIIAAAgjMKDBX
9HnGJvtFdxseLfsjhEsM63c1TqgMAggggAACCKxCgAD0KrqRRiCAAAIIIIAAAggsQoDoc8/dlPdz
gnl79exA3RBAAAEEEEAAgaICBKCLcpIZAggggAACCCCAAAJpAXtRYD0R2EwHTmwqopqYd9zhlOQO
q1SkF8gEAQQQQAABBBDYmAAB6I11OM1FAAEEEEAAAQQQmFHA/qE//VjdzL/OVrOpVIUTP5eX9/t7
pSrWPp/EVPSClSGGXhCTrBBAAAEEEEBgsQIEoBfbdVQcAQQQQAABBBBAYJrA7uI2LZtF7Z34kb28
399bVOsHKpsXhSesv6YxQFsQQAABBBBAoIIAAegKqGSJAAIIIIAAAggg0L2ACj7vL27qcff1LVdB
M8/azzKxqVz5XeeUF4UnrN91p1I5BBBAAAEEEJhZgAD0zB1A8QgggAACCCCAAALtBXT02ZSrHs8W
g7aq4TokNrUnW1mJaXazOoq81YT15VakRAABBBBAAIGNCRCA3liH01wEEEAAAQQQQAABBNYnsNY5
7Gtt1/pGIC1CAAEEEEAAgbgAAWhGBwIIIIAAAggggAAC2xYgyrnt/qf1CCCAAAIIIIBAVQEC0FV5
yRwBBBBAAAEEEEAAAZnAWqPAZdtVNje7Z+ycY49lPXmeqkgm2SWO2rFsYkkfmTTtlco2ltwyBCQj
JCNbdkEAAQQQ6FiAAHTHnUPVEEAAAQQQQAABBNoKqJWgnVvb8ikNAQQQQAABBBBAAIG1CRCAXluP
0h4EEEAAAQQQQACBbAH1a4TOTWXlR6WrPNOsoFCUvUqLdKbBdkkaO7ijnUCSYbqRsdyycy5SPZOJ
pBpFSpw+FCTVCLZLsuP06pHD7AJ09OxdQAUQQACBaQIZV9oEoDPQ2AUBBBBAAAEEEEBgQwJ+VLrG
M0dHNXIV5Vm16GDmkhIHd7QTSDJMW8Ryy865SPVMJpJqFClRNGKSiSTVCLZLsuP06pHD7AJ09Oxd
QAUQQACBiQIZbwMIQGegsQsCCCCAAAIIIIAAAggggAACCCCAAAIIIIDAsAAB6GEjUiCAAAIIIIAA
AgisTEDN+zhbHOL8ph6rZ+Zt49zl12p92XaVzc1us51z7PEooyKZZJc4aseyiSV9ZNK0VyrbWHLL
EJCMkIxs2QUBBBBAoGcBAtA99w51QwABBBBAAAEEEKgloGPQ+jZ79LlWI2X5Eg+SOZEKAQQQQAAB
BBBAIEeAAHSOGvsggAACCCCAAAIIrEDArH+3grZsvAlrjaGvtV0bH640HwEEEEAAga0JEIDeWo/T
XgQQQAABBBBAAIGOBKyFQNxaJTZ11IClVUWp+ne7EWbrqJbF9kqXNaoIEiOAAAIIIIAAAgsVIAC9
0I6j2ggggAACCCCAAAKLF2gffU7EQzcSKlVziu27GkP2LGOFYLbKPwBI7+WXuPiBSwMQQAABBBBA
AIExAgSgx2iRFgEEEEAAAQQQQACBQgI6ahm8JTZNLzwRD914qNRhVxqSGHTeXtP7kRwQQAABBBBA
AIGlCBCAXkpPUU8EEEAAAQQQQACB9QjMFX1ej2CJllQN9KsK1s6/hAF5IIAAAggggAAC1QUIQFcn
pgAEEEAAAQQQQAABBHoQWFbUu/3v7zlTnoXh4/Re9sImPYwB6oAAAggggAACCLQXIADd3pwSEUAA
AQQQQAABBDYtMGMgOBEP3VqoNNgLOpqs7/IIeGIve1UTyYIemz4waDwCCCCAAAIIrFSAAPRKO5Zm
IYAAAggggAACCHQpMGP0WXkk4qEtQ6Xy2G7jPiz7I4ROM4WLSjduMsUhgAACCCCAAAK1BQhA1xYm
fwQQQAABBBBAAAEEzgVmjz7bPWHHQ5cYKi0exc77OcG8vWofEsVxaleY/BFAAAEEEEBgxQIEoFfc
uTQNAQQQQAABBBBAoDsBe6ULvSaDWZkhsam7ZlAhBBBAAAEEEEAAAQRkAgSgZU6kQgABBBBAAAEE
EEBgsoC9zIV+rG7mX2er2TS52JkzMIF1px5OwL3lEsmjlnjO5mvZouxKsiMCMwowVX9GfIpGAAEE
WgoQgG6pTVkIIIAAAggggAACCMwmkIiH1guVpldV9mPuvo4fpw7WdnoTnDWahUHqxF55GWaMj1iI
X2WV2JRRELsggAACCCCAAAIZAgSgM9DYBQEEEEAAAQQQQACB5Qm0D5UWWR9ZMjF8evRZd6cm0nf5
3MzEXnkZjhpbiRB/3m8qjiqdxAgggAACCCCAwKAAAehBIhIggAACCCCAAALzCwQngY59cv5mUANP
IBHllAdA5a7zhkp1hFffRkV40w3MyCrNblZHGQUb28sE0OW5yVMmQvxFov/ympASgYSA/xFRegUe
Zu4znBBAAIGVCRCAXlmH0hwEEEAAAQQQQAABBFICiXhopVCpZA1oYZ/5seaM6LOwrPUlq/GRxvqU
aFFxgdgXFGIr8DBzv3gXkCECCCAwuwAB6Nm7gAoggAACCCCAAAIIILBagUQsyQ4/Za+hQVA1PXSY
SbraQ2shDRv7EREz9xfSsVQTAQQQGCdAAHqcF6kRQAABBBBAAAEEEEBALmAHiO1FqJ3AsbM+dTD/
sZEseSXXmpKZpGvt2aW0K3bMjjqW+ZBpKd1NPRFAAIGEAAFohgcCCCCAAAIIIIAAAgggsEgB/4cl
7WbEov+LbCqVXqBAInZsrwHtt4yZ+wvsbaqMAAIIpAQIQDM+EEAAAQQQQAABBBBAAIGlCiR+WHKp
TaLeGxBIrMDDzP0N9D9NRACBzQkQgN5cl9NgBBBAAAEEEEAAAQRmF8he9Hn2mndYgUq/HtlhS6nS
OgTSK/Awc38dvUwrEEAAAVuAADTjAQEEEEAAAQQQQAABBKoI+AtEmNBSYlOwKqMWja3SmC4zJY7f
ZbdQKQQQQAABBBC4QYAANAMCAQQQQAABBBBAAAEEagkkFohg7Yjp6AVD/NMrQw4IIIAAAggggEBQ
gAA0AwMBBBBAAAEEEEAAAQQqCiQWiGDtiOnuhPinG5JDYwFm7jcGpzgEEEBgdgEC0LN3ARVAAAEE
EEAAAQQQQACBAQFn0Vg/9WCCFRMT4l9x566yaczcX2W30igEEEAgIUAAmuGBAAIIIIAAAggggIAr
sLu4QYMAAgggUFyAmfvFSclwTQKxbwnw7YE19fLW2kIAems9TnsRQAABBBBAAAEEhgX2F7fhpKRA
AAEEEEgKBL+gwMx9Rg0CCQFizQyPlQkQgF5Zh9IcBBBAAAEEEEAAAQQQQAABBBBAAIEyAioWbO7T
cxTm5qxUM71cckBgXgEC0PP6UzoCCCCAAAIIIIAAAggggAACCCCAQI8CKl5sZutPDwqXza1HL+qE
QESAADRDAwEEEEAAAQQWIGDPFsl+7LczOyvh7JUFyFJFBBBAAAEEEEAAgZCAjhfbtykx6LG5TSmL
/kSgNwEC0L31CPVBAAEEEEAAAQQQQAABBBBAAAEEEJhTwI8X69rkxYXzcssra041ykYgIkAAmqGB
AAIIIIAAAggggAACCCCAAAIIIIAAAgggUEVghgD0LvRbnupJfavSSjJFAAEEEEAAAQQQQAABBBBA
AAEEEECgS4HY7xwyCbrL7qJSowVaB6Bj0ef9xY0Y9Og+ZAcEEEAAAQQQQAABBBBAAAEEEEAAgcUK
mJ869FtADHqxvUrF7xNoGoBWwWUVZ3b4nSdVAmLQjFAEEEAAAQQQQAABBBBAAAEEEEAAAQS8MBok
CCxPoF0AOhh9Xh4YNUYAAQQQQAABBBBAAAEEEEAAAQQQQKCVAJOgW0lTTi2BdgFof+5zrTaRLwII
IIAAAggggAACCCCAAAIIIIAAArkCsZivWqzZ+27/cBnTczOFEowe5iZFfwLtAtD9tZ0aIYAAAggg
gAACCCCAAAIIIIAAAgggEBDwQ7150WedtTy3WICbGDTDdLkC/Qag1ZIdzm25ytQcAQQQQAABBBBA
AAEEEEAAAQQQQGBZAjpqbO4Zc5/t9pbNbVmS1HbjAv0GoNWSHc5t411F8xFAAAEEEEAAAQQQQAAB
BBBAAAEEWgqoqLG5Ty+3VG4sxDG9L8ihpUC/AeiWCpSFAAIIIIAAAggggAACCCCAAAIIIIBAbwJq
/jU3BJYuQAB66T1I/RFAAAEEEEAAAQQQQAABBBBAAAEE1ikQm+zMJOh19vdKWzV/AFqts6HWeja8
6rF6ZqXaNAsBBBBAAAEEEEAAAQQQQGBAgHeEDBEEEOhHwF4Dushk5CKZaB/Olv2ME2qSFpg/AH12
wBxi0PpG9JkhiwACCCCAAAIIIIAAAggggAACCCAwu4AKFturNs816dgp14mJmz9n56ICCMQEZghA
B0PM5vcG6SoEEEAAAQQQQAABBBBAAAEEEEAAAQTmFdDRZ+c2VwzaVMOPiZsQeTAwPa8hpSOgBWYI
QEOPAAIIIIAAAggggAACCCCAQOJ76MFNzPJjzCCAQA8CUxa+0Ce3jFU4JIFvZ7K2/pMbAj0IEIDu
oReoAwIIIIAAAggggAACCCCwLYGM6LM9y29bWLQWAQTGCOgPq6bfJDHfjFL0qSyjknovYsoZ5uwy
uwAB6Nm7gAoggAACCCCAAAIIIIAAAtsSSMRQgpuIuWxrfNBaBHIFdFS34MxfEykuEtG2m2WHoYWZ
cybMHRfsN78AAej5+4AaIIAAAggggAACCFQSML90bR7YBQWfrFQTskUAASMwNvqsdmTGH+MHAQTS
AsHQszCwm87ZfPeiRhc4yzcniiD6XMOfPJsJEIBuRk1BCCCAAAIIIIAAAjMImB+71g+sENjObFKR
6BlqRpEIbFUgEU2WBJo5Xrc6cGg3AmGBxKznvJUu0lHg4FZzXoqdoMzSz7GzXMaEaAYEAgsSIAC9
oM6iqggggAACCCCAAAJlBFTE2Q5Gq8fEoMvIkgsCNQXMkqmSOHXNipA3Agh0ISBZcCN7weVYC6d8
BjZ47opNiGb6cxcDjkpMECAAPQGPXRFAAAEEEEAAAQQ6FnCizB3XlKohgIBIgB8hFDGRCIENCEhC
zzbD2DC0mbDsW075ZUL5Dw+aCqsKEH3ewIhefxMJQK+/j2khAggggAACCCCwWQF7DejNItBwBNYn
MCUAtD4NWoTA1gSEPzPoR3vtqG4MzYS2VQJ/wrJ+ZnAicyzzsXFwfa7LLsqiSqEAAPj0SURBVG5r
A4P29ixAALrn3qFuCCCAAAIIIIAAApME7AWgWWRjEiU7I4AAAggg0IfAYEA2PT86tjD02FnV2Rgs
95xNx47LFSAAvdy+o+YIIIAAAggggAACKQF7lWeVTrLQsz1jWj+GGAEEehDgWOyhF6gDAv0LCIPI
zkxk4V7C5uvcnLu/b2y5Zzsl05+F5iTrX4AAdP99RA0RQAABBBBYkkDwmnvsk0tqMHVdl4A9Y1o/
Xlf7aA0CCxawY9AEZRbckVQdgRIC/odSGUFkE4bWDwZv9gVtIrGJLNsPBtObzAerQQIElihAAHqJ
vUadEUAAAQQQQAABBBBAAIENCTjfWJeEijakQ1MR2LZARuhZgZkQtjmfpL9pYRaeliwkndEhkgnR
GdmyCwKdCBCA7qQjqAYCCCCAAAIIIIBAYQEW0CgMSnYIlBZIxJGDm0yApnRFyA8BBBYpkBd6zmiq
/62Lej+FWinAndFqdkGgoAAB6IKYZIUAAggggAACCCDQkYCz6LOKR5slNRKbOmoAVUEAAQQQQACB
iICZklxbKLbmT70YtGqR/hCuahG13cgfAVuAADTjAQEEEEAAAQQQQGC1AjrQrG/B3yQMblotBw1D
AAEEEEBgLQL9LMXDr6SuZUzRjooCBKAr4pI1AggggAACCCCAwOwC5ncF/ZokNs1ebSqAAAIIIIAA
AosQ6CcUvgguKrlNAQLQ2+x3Wo0AAggggAACCCCAAAII1BUgKFPXl9wRQKAbAXO6i533OB9201dU
ZB4BAtDzuFMqAggggAACCCCAAAIIIIAAAggggAACCCCwegEC0KvvYhqIAAIIIIAAAggggAACCCCA
AAIIIIAAAgjMI0AAeh53SkUAAQQQQAABBBBAAAEE1iEQ/AEu9aS++7fEpnWA0AoEEFiTgFo9I3Yq
Y2GNNXU0bakqQAC6Ki+ZI4AAAggggAACCCCAAAJrFkjEZVRoxg/cqPT6+VhMZ81YtA0BBJYpEDuV
NWgNp8oGyBTRQIAAdANkikAAAQQQQAABBBBAAAEEViigo8nOzXnSjp4kNq1QhyYhgEBlgeAHYJXK
1Kcyc2fucyVnsl2rAAHotfYs7UIAAQQQQAABBBBAAAEEKgoEo88VyyNrBBBA4EYBExRuA2O+vUH0
uQ04paxJgAD0mnqTtiCAAAIIIIAAAggggAACjQQyQjDOd8kJYTfqKopBYL0CZj2flrOhG3NmnGwb
15DiEBgUIAA9SEQCBBBAAAEEEEAAAQQQQACBMgL219iJqpQxJRcENi/AsvKbHwIA9C5AALr3HqJ+
CCCAAAIIIIAAAggggMBqBPgRwtV0JQ1BYBYBvQpz8OOrUSty+In5SGyWDqXQjQgQgN5IR9NMBBBA
AAEEEEAAAQQQQGBmAX6EcOYOoHgEqgnEVsCQrIwh39d8ghVrh3wq9GBW1ajIGIEtChCA3mKv02YE
EEAAAQQQQAABBBBAAAEEEECgE4HBOLWZ+DyYUrUoPRU6MYe6Ew2qgcD6BBYQgN5d3NanT4sQQAAB
BBBAAAEEEEAAAQQQQACBjQs4v1DqaNizlYXrbMR+nJCJzxsfaTR/LoEFBKD3F7e5jCgXAQQQQAAB
BBBAAAEEEEBAKOAEkuxlNxKbhJmTDAEEFi2gZx/ru/Dmr/gcCy77GeqU+sbEZyE4yRCoIbCAAHSN
ZpMnAggggAACCCCAAAIIIIBAJQEzRTEYOTLhJ37yq5I/2SLQp4D9G6TBYHEwKh07UciXe9bRZzsY
3acPtUJgxQIEoFfcuTQNAQQQQAABBBBAAAEEEKguEAwP6VjP2E3V60oBCCBQTcCe3exPc5b8Bml6
IY5gxQdX5GDic7UOJ2MERggQgB6BRVIEEEAAAQQQQAABBBBAAAEEEEAAAV/AfOxkPzDJ6n3jITEV
monPDFQEOhEgAN1JR1ANBBBAAAEEEEAAAQQQQAABBBBAYNMCGZOgtVdwKnS9qPemO4nGIzBegAD0
eDP2QAABBBBAAAEEEEAAAQQQQAABBBDIFfAXiDc5TYlBD67IkVtf9kMAgUkCBKAn8bEzAggggAAC
CCCAAAIIIIAAAggggEAnAvzYYCcdQTUQsAUIQDMeEEAAAQQQQAABBBBAAAEEEEAAAQQaCSSmP+sa
ZE+CbtQAikEAgZECBKBHgpEcgYhA8Ad/xz6JLgIIIIAAAggggAACCCCAAAIrFhiMPpsY9IoRaBoC
WxMgAL21Hqe9CCCAAAIIIIAAAsMCu4vbcFJSIIAAAgggsHmB2M/9Oc8Ho8/CfTdvDAACCxYgAL3g
zqPqCCCAAAIIIIAAApUE9he3SvmTLQIIIIAAAlsTEM593hoL7UVgCwIEoLfQy7QRAQQQQAABBBBA
AAEEEEAAAQQQmE1ARZ/VzVmmcrbaUDACCLQVIADd1pvSEEAAAQQQQAABBBBAAAEEEEAAgY0JqHU2
/PvGDGguAtsVIAC93b6n5QgggAACCCCAAAIIIIAAAggggAACCCCAQFUBAtBVeckcAQQQQAABBBBA
AAEEEEAAAQQQQAABBBDYrgAB6O32PS1HAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSqChCArspL5ggg
gAACCCCAAAIIIIAAAggggAACCCCAwHYFCEBvt+9pOQIIIIAAAggggAACCCCAAAIIIIAAAgggUFWA
AHRVXjJHAAEEEEAAAQQQQAABBBBAAAEEEEAAAQS2K0AAert9T8sRQAABBBBAAAEEEEAAAQQQQAAB
BBBAAIGqAgSgq/KSOQIIIIAAAggggAACCCCAAAIIIIAAAgggsF0BAtDb7XtajgACCCCAAAIIIIAA
AggggAACCCCAAAIIVBUgAF2Vl8wRQAABBBBAAAEEEEAAAQQQQAABBBBAAIHtChCA3m7f03IEEEAA
gY0L7HZH0+8bN6T5CCCAAAIIIIAAAggggAACaQEC0IwQBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAA
gSoCBKCrsJIpAggggAACCCCAAAIIIIAAAggggAACCCCAAAFoxgACCCCAAAIIIIAAAggggAACCCCA
AAIIIIBAFQEC0FVYyRQBBBBAAAEEEEAAAQQQQAABBBBAAAEEEECAADRjAAEEEEAAAQQQQAABBBBA
AAEEEEAAAQQQQKCKAAHoKqxkigACCCCAAAIIIIAAAggggAACCCCAAAIIIEAAmjGAAAIIIIAAAggg
gAACCCCAAAIIIIAAAgggUEWAAHQVVjJFAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQIADNGEAAAQQQ
QAABBBBYicBut/Nbop7Ut1GbViJCMxBAAAEEEEAAAQQQmFuAAPTcPUD5CCCAAAIIIIAAAiUEYiHm
/cXNSaD+jG0qUR3yQAABBBBAAAEEEEAAgYMAAWjGAQIIIIAAAggggMDiBXQ02WmG86RKYGLQiU2L
t6ABCCCAAAIIIIAAAgj0JEAAuqfeoC4IIIAAAggggAAC4wWC0efx2bAHAggggAACCCCAAAIIlBcg
AF3elBwRQAABBBBAAAEEWgr4c59blk5ZCCCAAAIIIIAAAgggkBAgAM3wQAABBBBAAAEEEEAAAQQQ
QAABBBBAAAEEEKgiQAC6CiuZIoAAAggggAACCCxRQK3m4dyW2ArqjAACCCCAAAIIIIBAPwIEoPvp
C2qCAAIIIIAAAgggMLOAWs3Duc1cIYpH4EzA+4lNXBBAAAEEEEAAgcUIEIBeTFdRUQQQQAABBBBA
AAEEEEAAAQQQQAABBBBAYFkCBKCX1V/UFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQWIzA9gLQu93R
9Pti+peKIoAAAlGB6edClYNzq5FnvS6ktvVsyRmBTgTUYhpqQWdTGfVYPaP/TGzqpPJUY8sC5hXK
R7BfvLZMRNsRQAABBBBAYEEC2wtAL6hzqCoCCCCAAAIIIIDANAEdaNY3E322Y9DBTdPKZG8EJgmo
ELP6oETfnc967U2TymBnBBBAAAEEEECgoQAB6IbYFIUAAggggAACCCBQU8AJMZtAs/5dQb9k83uD
NStF3giMENAhZnOzY9CJTSMKICkCCCCAAAIIINBcgAB0c3IKRAABBBBAAAEEEEAAAQRGCoQ+QxmZ
BckRQAABBBBAAIE5BAhAz6FOmQgggAACCCCAAAIIIIAAAggggAACCCCAwAYECEBvoJNpIgIIIIAA
AggggAACCKxLwFmRY12NozUIIIAAAgggsCoBAtCr6k4agwACCCCAAAIIIIAAAssVcH540PkRwuW2
i5ojgAACCCCAwJYFCEBvufdpOwIIIIAAAggggAACCPQloGPQ+h5b95npz331GbVBAAEEEEAAgaQA
AWgGCAIIIIAAAggggAACCCDQkYCKO+t78Eb0uaOuoioIIIAAAgggIBAgAC1AIgkCCCCAAAIIIIAA
AgggUF9gcM0Nos/1O4ESEEAAAQQQQKCwAAHowqBkhwACCCCAAAIIIIAAAgjkCfhrQNvzoIk+56my
FwIIIIAAAgjMK0AAel5/SkcAAQQQQAABBBBAAAEE7hOIrQGtJ0eb5aH1A24IIIAAAggggED/AgSg
++8jaogAAggggAACCCCAAAIbEgiuAW2etB9sCIWmIoAAAggggMBiBQhAL7brqDgCCCCAAAIIIIAA
AggggAACCCCAAAIIINC3AAHovvuH2iGAAAIIIIAAAggggAACCCCAAAIIIIAAAosVIAC92K6j4ggg
gAACCCCAAAJNBHbcEEAAAQQQQAABBBBA4Ewg4wKcAHQGGrsggAACCCCAAAIIbEVgP+GmjPy9g0+q
ZI0Tty9xVMOpnjNy0APECHCukAyGUYdMvcScyoQvgvW6YFTO9Jfk4IopoRfT04PQDMVRY7Je4kQ/
Sq58M94GEIDOQGMXBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgKqAmC5tQb97E4dXgEoBeTVfSEAQQ
QAABBBBAAIEFCOj3If4t+PyoxLHGj8pkVOJRJY7NOZa+kt6o4lQdpvfXqBKL6NUrcWz15J1YhHrU
QN1CiWP7a/rIGVXiqOKK9NeoEke1ZWz1ODQcgeln2s4P/yLDaVQbR5U46tAYO9pHde70Q2Ns9aaX
qBpoos86N/+ZwcvWIv01th8Ha5WXgAB0nht7IYAAAggggAACCCCAAAIIIIAAAggggAACroATfbZj
0NvEIgC9zX6n1QgggAACCCCAAAIIIIAAAggggAACCCBQWCAYfd54DJoAdOFBRnYIIIAAAggggAAC
CJj3GC0p2n/FkhJr9C+qK1ClE1fQiaoJ9OMK+pFOXEEnLu5g1Gs9q39jN73V6ZrVj1UC0DUORvJE
AAEEEEAAAQQQQAABBBBAAAEEEEAAgW0JqFCy5LYtlKMjAtBb63HaiwACCCCAAAIIIIAAAggggAAC
CCCAAAIINBIgAN0ImmIQQAABBBBAAAEENiLgf63SfAezlID/pU475+LF6cwT2RYvMfit1ZW1cRZV
fwRW7Vb/WDAVCG6aPpDS2RY/Nse2olIDE6o1Sqx9/pldtcH5Z/Y2Vj3/2IDOOafGCSdRnGnmqFPf
4Cu1pIFlzzaSEpu1sdIJJ9bGeiecTlSrnnDatzFx+BCAHjy3kAABBBBAAAEEEEAAAalA8D2n+SZm
Ih4nLeAinfPtTvsNYY3iVM1j2SY2jW2USe+3zl4bsUaJOsLeso2NS4wFvOo1OSP6PHHoDrbRj4VN
KXGwOCfB9HGbPoHUOPnESqx3/ulBtfb5p4c21jv/2ONcfsRlHx2J4tLR5+xjX9hAedsHXyiFJRY8
4Qyq6vHTpo2qlBonnH5U651w2rcxPZgJQA8e7CRAAAEEEEAAAQQQQEAkoK/17aTOM2prwRi0X6dK
xSWyrVRigrtSie3b2LJEf2Sa8JMd9DeDczpysEQTD/J/aqlSifWQJaRlTwUJUr830/0rOp1dfCQj
TFyvxHqdGHRLt3dxAzXWxkqqedlmqw7uKDlOR70uN27gqBN1qRPOoGrxE46kxLIXPF31Y6ULnvZt
HHyxIAA9SEQCBBBAAAEEEEAAAQSGBdLhoeH9xSmaFZSoUcvfau+hveLO6TFhe8Cx0efparESKw3U
xsUNxklrdHEszxpl6QEgz7lUt0pKlKSRD+CyuUnKbVxiqa6RNE2lSRdXo+2JEiu1vasSxx6q0/ux
RicOjhyn2kV6VphJwfYKSxT2UZFkBKCLMJIJAggggAACCCCAAALtBNRbFHNrVmr7Eps1Tb8dVQ00
JRZ8E9iyFcGy2r8L7TBiUrYXJKT2cJpeuqTE6aXYOSRKrHT+GQwm6nILNrMf1Xrnn/ZtLNhBE7Pa
VNvLHhoT5cvuXumEk64kFzxlO1Hn1lcAesXHTI3OI08EEEAAAQQQQACBTgQaxyvtFQPbXELrBupb
mxJ1z7aE1U3Tt01FLjo5iBpUo03Pmjhpm1HUplFObLrx2YDzT4Ojo0YRjQdn4+LSr1CVKuNnW/uE
45RYqV328HOKaHDBE2xj1QueIGNVW1+1/QVPRwHolheyNc6t5IkAAggggAACCCCwTYGq7xl8Uieq
1SYibBfapsT2Y6lxkMuf89i+yZRYQ6BlcLbxyUdxcf6pMWZMKLNqzMv5FMGOwBCNqdStDbLlhFMc
mQue4qQ6w14C0O1fOCuBki0CCCCAAAIIIIDApgS4jl1HdwcnB9VuGnOuawvb+bc/VGt/VNO+RS37
a1NlrfL803h8Ni7OfGYQHKiVKpPOtsYJxy6xUqMcwDalzPvSMHsbZznh9BKAbq+/qRczGosAAggg
gAACCCBQVcB8jdF8E5bZZFXB15S5mby2pkZ12Ja1vuXk5NPhYFtQleqdfxofcY2L6zD6XGPU+aq1
Tzhd9WMN0vTIWU2JsYZ0MQO6zdpYlfqSbBFAAAEEEEAAAQS2LGCvTqgfK42q17fbiW63fy/aciRv
px9bqgbLajaQGvdp+5OPjp7M3qFtKtBs2LRpjlNK1X5sTNe4uH6iz407sfYJJ9iPjdtY+2BMjNVK
w7hStnlQXQSg86rOXggggAACCCCAAAIIdC7gr/M7PTadyLNGcTqebr8JtN/PVCox0a2VSmzfxvYl
OqqzV8CuT6VuTYSKKpXIkWK6tVTgYwsDtX0b65UY6/dKJWYMs4nHfkYMsWqJwSOuXomxV+dKJVYa
NnkvDZXaWO+Cp/HBOHhB3m8A2pnbX/Vzj0EmEiCAAAIIIIAAAgggkCeg37Ho2/Tos65DIs8axc1S
4uBbsrKks7SxfT8GY9BByUoDqXG36neRzltLU4fibdQzBGPHe/HiBs9IlUps38b2JTYeqKs5/2Qf
cXljNV1cjU5MlJjd9vSBnMi20gmnK9VKh0Z2Z+UNVP0ylHgxajxWK6kOviT1G4DWx5J9G2wMCRBA
AAEEEEAAAQQQmF3AjzKba9qCdUvkWaM4/XZF3/xW1CsxJlavxPZtbFbi2L6bjhwsUffp2MoIjx0n
W/9NZSyBMH8n2dhWVCUNqlYqserZoBPV9OiNHbbCgdRPG8uef6YccRljdbC44mebRImDlclooP3K
a+dvD7PiB+NgQ0zp/jBeTRvbqxY/4Qz2Y/E2Dp79+g1AD1adBAgggAACCCCAAAIIIIAAAggggAAC
CCCAAAI9CxCA7rl3qBsCCCCAAAIIIIAAAggggAACCCCAAAIIILBgAQLQC+48qo4AAggggAACCCCA
AAIIIIAAAggggAACCPQsQAC6596hbggggAACCCCAAAIIIIAAAggggAACCCCAwIIF+gpAJ1bdXrAx
VUcAAQQQQAABBBBAAAEEEEAAAQQQQAABBDYp0FcAepNdQKMRQAABBBBAAAEEEEAAAQQQQAABBBBA
AIF1Cuzufucbgy278yGPfdddbzKbXvkrr3rGM5817wzl3W5XoAK7XYGe3O8LZEIW6xJgZK2rPzfR
mhqDtkae9TqD2lYSIFs1aGsg1Miz3vGVkbO68rSvP/XF58tf+sJXv+a1z//+F6kMf+LH/1VGtuyC
AAIIIIAAAggggAAC0wU+9+/8Q53Jn/3p22674xHO1bt6Xl/AB0PNBKCz/AlAZ7Gte6fVxwXW3X3b
bF2NQVsjz3q9Q20rCZAtAei8w1YSgFbB6LzM2QsBBBBAYF6Bb/u2b/0Pv/jvOY3P2wuUjgACCGQL
qNO4CjoTgBYDVnpbLC6fhGsVYGSttWdX3K4ag7ZGnvW6gNpWEiBbAtB5h60wAK1nQ3NDAAEEEFiW
gJoupwPQnMaX1XHUFgEEELCDztkBaNaAZiAhgAACCCCAAAIIIIAAAkkB9dmafZdo2R/H6X3Vrchn
dJLS89J0Xr28RrEXAgggcHb25SzOQEBgRgEC0DPiUzQCCCCAAAIIIIAAAgh0L6CCFmoJPvs+KlBr
dlcNZSm/7nubCiKAwPoEOIuvr09p0eIECEAvrsuoMAIIIIAAAggggAACCLQS0HEL56aeGRWDblVZ
ykFgKQK7MbelNIp69inAWbzPfqFWWxMgAL21Hqe9CCCAAAIIIIDAOgVUNGOdDaNVfQqYqLQz8IJ/
xpbgSHwh3GwyzfdHuL/KhylI7eV84dzeZG9N8Pp16LMvqNUCBfbnR5D6dCd9Vx8AeZ8ALbC9VLlD
Ac7iHXYKVVqxAAHoFXcuTUMAAQQQQAABBLYioKLPKkRBDHor/d2ynRMnO+sIh16+w7k53wl3oslm
xQ/zvFMTe1JfMCtn2RBdDX2z08c+uZGkadkRlLU6gbPIcvqDwx3R59V1+wwN4iw+UWCGPqPINQoQ
gF5jr9ImBBBAAAEEEEBgSwI6+nwIrxGD3lK/t2urfu/uzCAuXrwTHTb525ED89iPPqfrk0gfjEw4
X1knelG8u8lQn7RTMWiiz4ySYgKcxTmLFxtMZJQrQAA6V479EEAAAQQQQAABBDoQMNFnXRdi0B30
yRqrYM9Hrh2JHutnz63urW5j20L67QlEYtBEn7c3FCq3mLN4ZWCyR2BAYGEB6DE/VBBJe/Yln6n3
AvUgi7UJTB9WZ3O2uCHQTqDGoK2RZz0RaltJgGzPVoEocHcGf4086x1fGTnnXbY70Wdi0HmM7DVC
wF8ZY8TONya1p+TJVzDXezkLepgJ2om1PsbW01lCeuzupEdALODFoIk+i+1IOF6As/h4M/ZAoIDA
kgLQ6mUp+3aYDrOQ24KqqhfkWojrkqoKbL1BtaARyzBgGCxrDCyrtpwK+jy+Mi5sg9FnYtAZkuwy
m4C9TLMwBq2jz7EFo/2W+NFqYWudJaT9NayF+ZAMAYGAFYMm+izwIkk3ApzFu+kKKtK7wJIC0L1b
Uj8EEEAAAQQQQACBVgKJ6DMx6FadsI1yhHHh1WPgsPounruBOgbNrw7O3Q8rLJ+zl+5UHFY4uBfV
JALQ3XUXr7iVugRYYCsJ1MuWQVvJFlhgKwlUypYRG4Q9W+dkeKGTs7dbh5TcEMgXkPxGn8l91HiL
JQ5OcDbxAz0TOfF7Uv7kaKfxifxNSkmafFP2RCAswEseI6OGAGfxs8shd+mmGtTkiUBCgAA0wwMB
BBBAAAEEEEBgYQKjVhFZWNuobocCzmLNzvt4e+uodSqcbO19g3kGyzXBaHsZaBOt1lEH+643Seos
SdNhZ1ElBBBAwBPgLD7q1YkRhEANAQLQNVTJEwEEEEAAAQQQQAABBFYk4CyI7LTMbNWxXRPkdR7Y
W80me187W/95P35gl+XXwV/E2Ylx6wROoek6rKhLaQoCCGxKgLP4prqbxnYosLv7nW8MVuvOhzz2
XXe9yWx65a+86hnPfBbfiOmwC6kSAggggAACCCCwAgF15Wlff+qLz5e/9IWvfs1rn//9L1IN/Ikf
/1d//TP+xgpaShMQQACBbQr8h1/895zGt9n1tBoBBNYhcNsdj9AN+bM/fZt67Fy9q+f1BXww1EwA
eh1jgFYggAACCCCAAALLFhgMQC+7edQeAQQQQAABBBBAAIFVCGQEoBe/BEfwh2XUk/rmd2veplUM
j8xG5Ikl9sqsx+p2A7Z4lxpS+4FdSp558XouNMM8PU4F6e72By0jtvgB4l8M5A3m4hVbboZ5gJwN
ltvj1BwBBBBAAAEEEEAAgYkCyw5Ax0LM5ndpnATqz4xNE4kXvXueWGKvRWsUrDywBTFNVs4PUqnn
7VWD8sxr1HOJeebpcSqQ9LU/bvVeeeaSEjeVJhh95kpgyhjIG5mcDaaYsy8CCCCAAAIIIIAAAksX
WHAAWr+ZcTrAeVIlMG8+8zYtvYOn1D9PLLHXlMqsaV9g2/dmnnn7evZZYp4ep4IpvZlnPqXEVe7r
XycAO7Gjg5de9kcmJn/hBZi8Pv7XBVb/jBxnaynVUi2r730aiAACCCCAAAII9CyQcf251DWgzVsg
571Q4t1m3qYM09Xskic2+IZ/NT7ZDQE2m06+Y5Ezg7y4daeUh5yUQ+zkbG9aN5e8dcDKrTJSBodi
3uk3o/SN7GJ7FrFNrAH9z3/gR2K/m71K7Q9+6OP46e9Yz6rBpjZtajxIBrkaM5jYUAqEcSIZOaRB
AAEEEEAgQ+DyzQ8Y+yOES50BzUV5xvhgl04E7HlhROU66RSqMShgPn0dTEkCuYD9mbZ8L1Ii0IOA
DgI2u6nImg4nbeSm2ttYeCmwRJ9jPbW1YyQ9Yok+L+WIpp4IIIAAAtsRWGoAejs9REtXKaBj0PrG
pynFuxjVSqR65VxiIgV57QWggS0Iy0mgIKaflX7xUs93+/qlYk/23W6CHcXWadRW86CqW9nMTS/o
bJ0/s8sqko/90ZrwYza73CJ1iI2B4McY8s825CmdLqhUn+yOThwjfp7ZrZZXr0ER8sqQEgEEEEBg
gwI/+VM/r16MvuAffPn/9R9eaZovf9IWk+8VTOm8Rv/QD7/4ve99n98j/r533/2uH33Jy/Tu6oFw
L3MlbMpV+1YaAASgK8GuIVt/ou4aWtVHG3RwhHBeH71BLYYF7DATMehhL1kKJ3gHrIxtOBXR52Gj
aSkW8fqlZoOaux3bMmsU6PUK9KRR/WCaysr3futb3/r85z9f2EgzQnR6509hJsFkwunPpk/9MTBL
Ry+oPvLemR4yDh6Y8gokUjL9uQgjmSCAAALbEVDB3C951te87j//yj/+ymf93S/40l/9T7+u2i5/
0oaS7xVMabLS1zC/8Wu/8OznfNdP/cy/d/oiuO/LXv6zX/XVz1atUHf14N++5OWSvZwSf+EVP672
rRSDJgC9nWMqp6VM1M1RG9rHCY4QdRoCYzsCCCAgFSD6LJUqka7x61f2CgPZO5ZAmpRHP1+MeNSj
HvU1X/M1kxqT3FkHqevlv52cp8eFt2NFSxFAAAEEENACKvqs/n34//AhH/c/fax68IY3HOYlyJ+0
GeV7BVM6PfLoR3+YekZFhJ3ng/uqULVuhbqrB/rPwbo5abSAX2KRoUIAugjjmjMpOG9lzUy0DQEE
EECgDwHn6/+qUv1E8foQ2nQtzJobSsFegkOjmO8eGiM7fTqBE/jzswruXqkzfuRHfkQfCD/3cz9n
irjrrrvULGb9/Jd92Ze9+c1vNpvU8+qZ17/+9cH6mCPIPFDZPv3pT3fyl7QlVociy24kKmDPfLc7
1w/XBjvOydlZs8XORBj/LVsfiXw6Taw+9l52q/3jQg/v2HHkD/5gDoOHoZB3Ogg5IIAAAghsWcAP
3SoN+ZM2nXyvYEphL+h9//nzn6f+/cM/eru6qwcveuH3pXefUqKwYk4yAtB5bpvYi3fsm+jm1TWS
+Y+r69LVNohzbI2utZfVNnMqmVlZinr2QVtqLrMOt5mVN/Sf9joJTkhRksCuWzCrWP7B3jFrCKTN
zcctdiYvfelLv+RLvuQ1r3nN6173uqc+9am//Mu/rLe+4AUv+JzP+Rx1OLzzne/84R/+4a/7uq/T
z6v0anbzF37hF/7u7/5usDLmCNIPVIYq22/6pm9SRdj5S4ZZrA6Sfc36G4NRSN0XTpjYKcJeg8Vs
kvRRcMd0/avWx668HtVFfNJc5ghy6GLHkQ/r56CzSh+Gktax/obkaCINAggggIAtoEO3b3nL7+vQ
rb7Jn6yUlcr2N/+fw+QAXZPBUv7+3/u8L/rCZz7xL36auqvEf+2vfopkLyeNXn5kMHidN37WFoD2
ly22L5rti3g7SpXYK491HXuBWakfga0Em8g2z7x9PfssMU+P8+pgbwI7SFQ8QZ558WosOsOMS6ml
nw0GVw1OJxjcfcp4CH5N7cd+7MdUnp/wCZ/wsR97+BLly152/ksyz3ve8+5///urycsqCqye/5mf
+RldtEn/zGc+U1IZnaHKX93s/CX7xuog2XdUGnv153RAdmwH+elNVFQHT4P1rFefUSwmsbw+epdB
JZNAnnJUzQezHZUbiRFAAAEEELAFVOj2ec/9xo//xM/82Z/9RRXD1ZvkT9bISn+O/pmf9XdUxVRN
nP4K1k39fOKL//VL1bLRr/zln1LpX/PrvynZy6TRJf6tz/0iFX3+W3/zs2uMkLUFoJVRYtnivE01
3JeSZ54YK0cP9i+wg0TFE+SZF6/GQjPM0+NUMNjdwA4SFU+QZ168GgvNUIc7zaxbZ2p53qauKCTT
ZtPzatPNGcy/iIaOLJtFLdRkZ52tWmFDLeX8jne84yu+4ivsgkwkWli6yVCnd/5MZxKrg7DojGQ6
0jo4Kdh59yVPP7ZKS6+PpL1txrmkJqRBAAEEEEBAKPBlX/pF6jVa/atiuJ/5GU/Re8mftEuR7xVM
qbNSlVG/Jage/Ol73hNsgr/vv/nR/59KqZaN/gtPOCyKpX5N0d8xXaK+SqkUfVaVWXwAOvi92uB8
EE2ft0k4ZFeZLE8ssdcqlTIaBWwGmmSX4DmBw19Cl07DiJ1uGMwB2EqwJlv/nJBnXrueC8o/D7DU
hcGoYOJYVTMtdHAea958zMH8dYXtNQTULmNXPnna055mX/GaQ+CJT3yiev6Lv/iLH/KQh9gyOr38
9qVfesP7GefPdD6xOgyWbtbfUCkHx8CU8LGwjwYrbCdoUB9nzKRLnFKfwYbba2gMJi6egPU3ipOS
IQIIILBBgc/4jMMSFs5N/qS9o3wvP6X6LcGf/IkXf9/zf0hNbU73gt73F37xfNU1YZcF6ybcNy/Z
4gPQec1mLwQQQAABBBBAAIEtCCQWRog1fzBCN5jA5BxMKd89o4M+//M/X+3167/+6+oX//TvDepM
dKBZPak22dma9Ga16HShn/d5h++Bqkx0PvpP4S1WB+HuLZON6iMdE8/7WELYqFH1EeZZNVmswotr
SFUlMkcAAQQQ6EHgR1/yssPr+N3v0msuf9qnfrL6V/6k3QT5XsGUjsZf/uRPUNOx1Vzm9773fYOl
6IWbVRPUYtbqgVnH2Xx7T1Ji1e4gAF2Vl8wRQAABBBBAAAEEWguYRQDkYUEdQ9T3YCRxMIFpZDCl
cPfpUzjVUs5qWecnP/nJD33oQ7/v+77vuc99rq7Yt3/7t6v4r/p9wrvvvtvuD5VeJfvO7/zOO++8
M9ZP6vcM1aZnP/vZ6t+nPOUpP/uzP6vSq5t6oP6U926sDukc7OnPkrJs6liH2mnSHeeUmB4kwepV
rY8qceyYSdQnyKKL8CWDoWSTg30QxQa/n4PwMAk6j3WQjCXSIIAAAghsQeBvfMZT1NLPj3vCJ730
x39SLaCsph6rVsuftInkewVT+trP+of/QD35b1/y8sFS1NIZKuislo1Wi1kH13EWllivx3exz+rv
fMhj33XXm0zBr/yVVz3jmc9KfLe9XhXJGQEEEEAAAQQQQGD1AurK077+1BefL3/pC1/9mtd+yzd/
rd18eVh5cWjBIJp6cssX4cEAdG9jYMb6xMZM1RnZHR5ZBKA77BSqhAACCCCwVoHLNz/gtjse4Vy9
q8bqC/jgRQgzoNc6GGgXAggggAACCCCAAAIIIIAAAggggAACCCAwswAB6Jk7gOIRQAABBBBAAAEE
RgkM/gzdqNz6SRybwpnxU4T9NGpiTWLrb/QzBhLLtkxsu2T3xJjZ1GrLTH+WjBbSIIAAAgggMKPA
iCU4PvXTPmXGilI0AggggAACCCCAwLoFhEtwKIQVB9eCX1pccXslQxqTtBI+2mdrq45Ijh3SIIAA
AgggUEMgYwkOaQBavR+oUWPyRAABBBBAAAEEEEDACJjfIDFrQP/1z/gb+CCAAAIIIIAAAggggEA/
AmPXgJYGoPtpITVBAAEEEEAAAQQQWL0Av4C9+i6mgQgggAACCCCAAALLFRj1I4QEoJfb0dQcAQQQ
QAABBBBYrYAKQLP+22p7l4YhgAACCCCAAAIILF/AXkBPtUbPIAkuikUAevm9TQsQQAABBBBAAIHV
CbD+2+q6lAYhgAACCCCAAAIIrE3ALKBXJgCtYthrE6I9CCCAAAIIIIAAAj0JfO7f+Yf2JWxPVaMu
CCCAAAIIIIAAAgggkBIoMANaZwEzAggggAACCCCAAAI1BNSX9Zwv8dUohTwRQAABBBBAAAEEEECg
hkCxAPTLX/rCGvUjTwQQQAABBBBAAIEtC+i5zwSgtzwGaDsCCCCAAAIIIIDAogVKBqBf/ZrXLtqC
yiOAAAIIIIAAAgh0JfBt3/att93xCCcAzfpvXfURlUEAAQQQQAABBBBAwBFwFtArHID+lm/+2vbi
qg0sC9iefWUlMopqdyjCEuHFKS2uwpJeIA0CCBQUOL506+13/Lnj48t5ef7Ju//4puOTYACa9d/y
SNkLAQQQQAABBBBAAIHaAv4CegSga5uT/zIEiKPV7ieEJcKLU1pchSW9QBoEECgooALQD3rwh779
T07ues/R1SsnV6+eqsyvnx6dHP5/dLo//O/kdKf+3e/3p6fH+snrp/uP/vDLj/6Qm3//bW998K27
WACa9d8K9hRZIYAAAmkBe8oXX0NhtCCAAAIIJASCC+gRgGbMIHAQII5WexwgLBFenNLiKizpBdIg
gEBBAR2Afv3vnzzogcdXrh9dvXYWcd7v9if7Q6z5LPSs4tE67qwj0Scnh2Qn1658+pNued0bf+8j
HnY5EYBmHnTBziIrBBBAICbgTGTTQQS4EEAAAQQQ8AXMS4bzCy6JAPRhEgo3BBBAAAEEEEAAAQSm
CKi5zyr6rALMJye7w/3a0dXrO3W/drI/3K8f7ifX1KZD9Pn6iZoOfbS76RCMfvf71B8DNzV1mhsC
CCCAQFWB4Im4aolkjgACCCAwi8C73/VHJydXs4tWuw9dvAe2E4DOQGMXBBBAAAEEEEAAgRsErl4/
VZOar5zsrp/s1V0Fnc9v6sHJ/sq1I3X/wLXdlbP7YR707uhYBaGPjt53zzUoEUAAAQQQQAABBBBA
oJmA+vkWtYCe+grja9909dW/da+6v+r19/7yfznc/+N//oC6/+Jv3qPuv/DaD7ziN+5V95/79Q/8
1K+9/y1vv6pq+J73X8+oJwHoDDR2QQABBBBAAAEEEHAC0Lvr1w+zm1VwWd33p2q958NdBZrV/fzJ
wxOn6n5YDHp/fhV6z5VDGJobAggggAACCCCAAAIINBNQP9+iFtC747bLd9x+uD/ojpvvvP3y4X7b
/dX9wbfdT90fdNvNhwS3Xb79lvvd+kE3v+VthwD0n/YcgP7ghz5O3TWi/bgIazrDqkUXqT+ZrFtA
Pj6LOBQ/vorUSpiJrrx/j+2+bttRFIPClQZGLNtKxQ02kwQIIIAAAggggAACCCCAAAIIIDAoUHUB
Pb90ZkAP9ggJEECgqYBazN6+q7LNx1dN69FHYYug2HIH9TFMqAUCXQioKc0np0dqtQ192x3v9P2f
/rPvee+9x+cTn4/2p0c7dd8f7dVd11ut19FFA6hErsBOradycXfySGzKLY39EECgIwF9jPu32POz
VH13401YB72TSWzyUM84m4QZzpJsQVWdxYdCEdi4QOMF9NYfgNbhm42PKpo/u0AwQicP2215Pqk+
fhNW27EdpJh9nFMBBBDYsoBa9Fn9tKBaasNEI++9tv+O7/5uZfIvXvBdJ2oVjrP7fqeC04cwtHr+
dH/49/CDhNwWK6DjM4fPE84+R7BDUYlNi20uFUcAgYBAMAbdiZQOIpsf2jo7Td0QWZbU085Ekp40
CCCAwCIE1K+Ft1xAr0UAWoeH7NAJEeFFjEUqiQACCAgF5J+mCDMkGQIIrEDge5//PaYVP/SC+x6v
oGk0QQuYELP+045BJzahhwACCLQRMIFjU5yKRE8vWoezp+dDDggggMCmBKoHoINLP7cMVfhTR+2V
VU1nm2T+mtEmfSxxrIhNjSQaOyjgDPvYvF1/fMYOouBIdkZpy2NtUKBegm3ajjprafz0mMnuoMGp
2c561olzqVNPu0qxTLKrzY4IIFBW4PB2/LDQxvnted/9XTr/r/3qr9cP7Bi0mgSt5j2bVTjK1oTc
EEAAAQQaC8w7CXrUih+EjxuPDYpDAIFuBRovoFc9AG0mO9tLYcw7A9qsqarDMU6Aw9TTTNx2nrFD
J6zv0e2BtMSKxYacfxCNGpxLj0HbX6HI7tZ12AYp1JPys1bi7Jdt65xC/XzGDle/ReZcXbv+RRDI
BAEElIBa91k76OhzMAYN1LoFzKIc624mrUMAASXgr8DjsNjLwTsL9eg/nXXkg8vKxzJJdIGep5xY
cyO40LNX+fOVoE3i2PLQfkHB5adjyXS5sRWrnefldbCbk7ccNoMcAQTWKtB4Ab3qAehl9ZMdGR8M
LtthQdVMe5qq+nPeIPuy2LdQW2eKaDCSODjk5FCLHn7+RNd0c9Zt68xZ9ik66WtTDf8Dj8GB7TSh
kxbJDzdSIoCAFlCrP5/sz+/f+LXfoJ5R/166+CnCf3wWidb/6pua/nz99PwBhqsXcFbkWH17aSAC
2xSI/SDh4Zyvf3zWWyxebVJ72ZucP7Wkvaa8n0niEy+zVob9K4KjesfkEJw6HVxj+qLOgeWnzyjO
w+JOsrNmhnfRe9k3uwmJvTKSjcIhMQIIrEyg6gJ6dQPQ/nIWum+WMiWz0tfVVzZAaU5BgbwhNxjg
K1jDBlmZWa6xLx/k1WGhtr5GXvMb7JUIHOfh+3U2+TRoDkUggMBEAR2Dtm929Hli5uzeiYATBop9
B5/ocyf9RTUQqCdglkT2zwOD34dwllMuvrqy/QuESkCHayvdhOt7OFOz0zFuv6r+2taVmkO2CCCw
boHGC+jVDUA7y244U4Y770j/a+OJCjODr/Pe7KF6ZqJubE2JUUOuhxb1UwdsO+kLZza6rlXBgb2g
cHwnPUI1EGgpcLJXk6DVO/v77qdHO3XXdTjZ7dT9/dePru8u7qdHp/u6F6Jlm181ZlG2qi1zMzFo
PWkxFCg5PFc8otSyjZSFAAISgcRhbq+eIckqlia4NIc8QxMdLn4+z5hebQed7SbYq2QEmzYx+pxR
VbkwKRFAYLkCDRbQq37db8faiqzl2nN32jO+e64ndVuZwLoHXjCm2awH121bg7HZAhpL+SZNDWTy
RKBPgesquHxydHJydHqyU3cVj774vvVh9puu8+VLu93ZohyHaPX+SIWg+2wLtRolYH+z3tmRuc+j
JEmMwNIFYitsqHYlThTyVptMBmdVy/OcmNKZ8pxYb1pSkL+YhndSPV+jQ5JbME1iKY/sPNkRAQQW
KtB4Ab3qAeiFdkNGtZc1vzujgewyXYBBMt0wFhHGNtt2iUF2os/Z3c2OCCCAQEGB4BfZnW/iM/e5
IDhZIdC/QLNDXrKQxsRwsFzbWeVDsqOZhS2fjj1x7rNfK3nRkhaRBgEEli5QewG99QSgnR8uS4RU
7FVEE5P17C/1q13mnYa59HFM/SUCiSEXXGJCOJIlRa8+zUZsnWaqbnVOcW3GTHBJIlN03rl0sGmr
H8M0EIH+BdTbbzUDWt1P96fqfpgQre+nh7ue8rw/3eu7mvp8+PbxSeFmBWMNia8zD37TuXD91pid
HQPyHzcLRa2RljYhgEBUwIk+66U5Yjc7zJqI4eZFY/Ni3PZMZ1VtSdFEnzkeEECguEDjBfR2sQjs
nQ957LvuepNp3it/5VXPeOazXv7SF776Na/9lm/+2uLNHsxQVeBz/84/tKs0uEv7BKtfY6Q9adkS
FzGKyja5cW4IS8AXp7S4Ckt6gTQIIFBQ4PjSrQ968Ie+7FXvu/WBNx/fdHzTxYIbeuWN091husNh
eeijo+vqz9PDI/Xnbn96fHLt6Z94679+xRv+1ifeftsdj1CXefb1p7n4VJegZq3MRLXNG3g7sf2O
3Xn3ntgULEWll1SjIOwisnKCPokfItPNISS9iG6lktsUCJ6E0+e92DI7zvP2iUKdBMzWYLLYtyhi
ZxvVWenVfpzwrtMi+7Uj9rqQePk4K/2G4Lf/GmSGk/ntwbOT4X2r5vvlXpww92ZTMEhtMonVIVhz
pz7bHO20GoGNC/zJu/9YXb3/u/90z4NuvfnSTeo3W86W9zk+Py/pa/gr+8OTKkitppIcLuNP1GST
/U2nV5728be8+BW/9dSPu1lftwejx8FQ83pmQM8+eog+z94FVAABBBBAAAEE5hL4Hx99+ejavftr
95xcu6Lvp9euqvv+6j3qfnLtqrrvrl1VQWd1v3Ry9fj6tcc/8pKq7W0PvGlinWMT0Jw33vY7/8Sm
iZXZ2u6xJVmd54ss/7o1W9qLQP8CsbWYneftE8JZ7PX8s6hgMis8esNHVokFoNNLQqdXPbZXz7AX
dI491rFjO3ycyD+4ydndydDexd7kZCWsgzBZ/yONGiKAwAoECECvoBNpAgIIIIAAAgggMKfAf/rt
d3zkw+/3mU++7TOedOunP+kW+66eUffP+fgH6PtTP/6B6v60J9/y9E+69TEP/6CffPUff+pH3z6x
6hmLb04skd0RQAABBPTCF13d6RQEEEAAAblA4wX0CEDLuyaVkunPZRzJBQEEEEAAAQQWKPDnH3HL
y1711h/8mTd/90vf9B0veYO6f+u//u3nvPi31P3ZL36Duasnzf15L/ndH/zp3/srH/PgBTaXKiOA
AAIInE9kjn3dYZbn6RUEEEAAAbmAWhnv5PTk2un+2vXD/fDH2U3/jsv+6l7d1YPT66eH+8mpWkBP
r86hl+wYe8tZA/qTnvyXxhZTJL1aA/onfvxfFcmKTDYrwCiq3fUIS4QXp7S4Ckt6gTQIIFBK4Cl/
/XNuv+PPHR9fzstQLUJ30/HJ9DWgD1fDZwtxOmtiBtfZ9H/NafD3nVgDOq9/2QsBBJYikLEG9FKa
Rj0RQAABBGwBvQb0f/3DK//1bVd2Nx2+ymJv1VHma/vzVfL0n/qHxB//qEuHrzC+6nf/yuOPx64B
nROAfv73v4ieQwABBBBAAAEEEEBACehL2Lf/ycld7zm6euXk6tXDL5XonytRN/3zg6f787/V5InD
Fe31/fXT/Ud/+OVHf8jN73jHHz7g/vt+AtDBH3rSbeFHCEcMePVehh8cHOFFUgTmFyAAPX8fUAME
EECgiYC6ev/ttx9/8hMellHaYQG9x6tp0e8dG4BmCY4MbXZBAAEEEEAAAQQQuEFARZ8f9MDjO267
fMfth/uD7rhZ3++8/fLhftv99f3Bt91P3W+/5X63ftDNb3nbVZXFf7vrSleUwR96IvTcVR9RGQQQ
QAABBBBAAIEpAu0X0CMAPaW/2BcBBBBAAAEEEEDgIPD2/37l7XefvPvPTt73/r26v/8DR/r+3nt3
6v6+e/f6/qdn9/ddU2vK7Y7OrkPf9IcfQBABBBBAAAEEEEAAAQSaCdxxy/0+71Me+b8+7THf8MzH
/pO/9xfU/du/8AnP/aKPVvfnfdFfMHf1pLk/++89/n99+kfceev98yrZbgkO9Y2evCqyFwIIIIAA
AggggEC3AseXblVLcPz8b9zzoFtvvml3WCRO3U7MWnJnT5xc1P7es6U4rlw/Oj49Pbp+5bOedMuL
X/Fbf/sT7+hnCY6YM2tAjxuBLMExzovUCMwvwBIc8/cBNUAAAQSaCExfQO/y8ftZgqNJX1EIAggg
gAACCCCAgCVw6aYjdT8+Pj7Maz4+2u13+n56erjr3y05/HS2CkWfHF06Pbp0tLt8nPML2nJ1vW6G
WdPZ/pnBxCZ5/qREAAEENi5w+OGqyH0WGV2ZIjf1kmHfpuepcwvmk9gkLDeWw9icJ7Z64u7CxpIM
AQRKCTReQI8lOEp1HPkggAACCCCAAAII9CVgAs129FlXMbGprzZQGwQQQKBvAfVhn3/vu8qp2pmg
rflJAJV6bCR3luYnfkR3sD7TW21eZ7XbUtAGZUiAwIoFGi+gRwB6xWOJpiGAAAIIIIAAAhsSMG96
7TbbPyroWCQ2bUiNpiKAAAIIeAL2b89u53dos1sd+5SXkYUAAj0LnJzuTtSPspytj6du5sPE46O9
uusvNZr7ifpm49H++kXijHbNGYD+4Ic+Tt0zKp2xS8uyMqrHLpsV0CMzOD7zNm1QMg8qsVefhnnN
tNtSr8l2zvKzujPs7QNhQWfsBVW1z4FNrdYkcAjmnu5P1TWsujBVd/U9Y33XK3JcfEtbP7nf7dVS
HOoqdk0CtAUBBBBAYCkCscU6/EDqeVzmbEqvc2u/qsbgqiDpSdCx3dOttvMcrIBNFPxUeCkjhHoi
sAWBxgvozRaAlgcpttDrtHGbAvoouPudb1R39cA+KPI2bZAxDyqxV5+Gec10os+xwTaxyXbdzEge
e4Z3GjixSuyOAAIIIIAAAggg0IOAs0K0qZKJ/8YemNWSTQ7+vvqZxLrPsdLzZJx50IlQ75SlMC4a
FVgt2l7j4qzhbhrn5w2cZg7uPsiSyIE1Nwb1SIAAAjMEoGeZL2ZifHQ5Ap0ImIibro8dg87b1Em7
WlYjDyqxV8vKy8vKa6adf70mOzmbkSxvXTAlZ+yJgOyOAAIIIIAAAgg0E/B/h1AXrQOkZnlo84yp
mEqgtwaf0dmaBGN/XTBdulPuKKspE5+dn+nzs0r8nOAZ5jmWJNZsN8qZ45zePagxmIOpm2njKFUS
I4DA6gVmCEDryIIOt3FDAAEEEFiZAGf4lXUozUEAAQQQQAABBBIC2b9A6C9r4TwTWvdC2hVTQszp
MuwfJ3RSJjbplPZvDwQTD+YwWDedYPosbCm0lc6p/Cx1yKg2uyCAQBuBGQLQZRsWXEXUFGG22smc
J511D/Sf9mqk/p86/9iyp7H8nTzTmZRVIjcEEFilgLN4iz8fuXarB9fcSJ+izWnQPh+as6tzJpef
Qv3v2fgvAX5uzik9WPNgHWzk2OtC7Y4gfwQQQAABBBBAAAFHwJ6avXQcZz3l2KrNqpnBn0yU7x6D
GpWDSUwMeukDj/ojUFBg8QHobAsVJgiuvatjH/amYEp7xVJ/Ad9SmWS3jh0RQGAjAk4IuP2XS0yJ
g8HZWI+YHIJTpxMn29imRFw+kZv5do5fjcETvh1Jt7/lY3/AuZEBSTMRQAABBBBAAIEeBPwlOCbW
qpNYqlmjIxho1m1MrLAh2T0NNT2HiR3B7gggsFCBxQegg8FfJxYQ7JtEmMbZJAno+AGLIpksdFRR
bYlAMEamd8zbJCl0ZWnyoBJ79emTrrAdG1X1D0Y8azfZWVipatRVuL5HLC4v3L39XPI+xx61QmCU
wMnp7mS/Ozo93+lsVc/D/fjsfqQuOa37yW6nNl2/SDyqIBIjgAACCCBQSSAWuu0k+qxaLZxcHAtP
B3dPt9rJKphDYl3sSj1FtgggsDiBxQegbXET9aga/nBK9L/rPXYQZE8bHFsQ6XsTsGNkwU8s9NiQ
b+qtgQ3qsxHDWDOdOGniA7kEVMFuMuHd4ifhjPOkPbE6eN6OVXJi9DmjqgW7gKwQQAABBBBAAIHt
CIz9ZUIjo1fnSNzsiHM/0WdT4YxfEbQbK4mzp1sdzMFHS0zT3s4opaUIIKAFVhWAVu0Rzm6b3v1O
QXlh6CKZTG8LOcwo4EwdtWuSt2nGtsxVdB5UYq+5GpIud3qFp+cwi0zZ86S/mIbTqInRZ/MytFDt
WbqYQhFAAAEEEEBglQL6JwTNQszq8ZQfFTREdraJDJ3SzZ+D1PYMX3u5iXljqRlTjO0KD+4+2Op0
DrHdB7VJgAAC2xFYQwA6OOlvehBBMgiKhBiKZCKpLWm6EpAsleDEo9Wfib26al2bymzEcHqnT88h
1qF5n71lDI+M82TGd2KKv3AUnwmeQccuCDQTuHTTkbofHx/rpTZ2e7XKxuF+enq470/3+n50cqTu
l06PLh3tLh8np581qzoFIYAAAghkCei1lhK388WYLlZlsoPIzo5OVpI/dQ52yuBe5slESr8JOqJq
blk8N+zk/IifvS2xSVhuLIexOU9s9cTdhY0lGQIILFRgDQFoQx/7wnWNvikSdimSSY3WkWcbATs4
5QSq8ja1qXZXpeRBJfbqqnWmMrEKBxd3NmdC+wxTtcl+5s66MbohedHYvPOkPdNZWDTR5z4HP7VC
AAEEEEAAgT4FzNTmRT/o09avlbPkhV7sQj4pe+LupiyzyMbYCizFmXoigEA9gZUEoIPBjuCTpSjt
BVWzwxZFMinVIvJpLJDo/bxNjevfQ3F5UIs77tIVtreqTkmcDO21iUudHs36GLHM7erlFZrRy845
2Q7TO7n5X6AxDbED38IxI0zWw7FDHRBoI/C4R+3U/Qkffrh/9IffpO5tyqUUBBBAAIEGAs7s5oX+
2QCqVBEmiJwX/J24ux2DzqtAKQfyQQCBhQrsYhGBOx/y2Hfd9SbTqlf+yque8cxnvfylL3z1a177
/O9/UUZr7dwydmcXBBBAAAEEEEAAgQ4Fji/d+qAHf+gvvPYDD7rl5sP6G6eHOp6e/dDIr735mlPh
j/nwS+qZ6yfq+9hHN53e++kfd8uLX/Fbf/sT77jtjkeoa0X7+tNcfKpLUPkkr3o+6v12D9Wo18DC
OavZeUVWey1cLbJDAIGoQPAkzHmPEYMAAgisT+BP3v3H6ur9F3/zngfderP6TdbTs8v305PzOcon
5xfzZ/87OrpycvjKxcmJurhXi+td+esf90B19f7Uj7tZX7cHo8fBUPNKZkCvbzTQIgQQQAABBBBA
YNECj3vk7n/5azfb9yc9+hB95oYAAggggAACCCCAAAKbEiAAvanuprEIIIAAAggggEAjgTe+df9/
/ser9v3/fsv1RmVTDAIIIIAAAggggAACCMQFDj8cero/TH9Wc53VXU101nf9i+JH5yv86yf3u736
KfHDdxhzbwSgc+XYDwEEEEAAAQQQQOBC4OR0d7Lf6fU31E1dngZmQH/UJX1Fe6KWszjaX79IjCIC
CCCAAAIIIIAAAgisWIAA9Io7l6YhgAACCCCAAAKzCfzuW0/dGdD/LzOgZ+sOCkYAAQQQQAABBBBA
YC6Bdj9COFcLKRcBBBBAAAEEEECgnoD+GZOf/43Dz5jcpGY2n91OjnaPf6Q70eENf3B679ms5yvX
j45PT4+uX/msJ/EjhPV6Ztac+RHCWfkpHIEMAX6EMAONXRBAAIElCuir9+BPiB8u488u59XqHLpp
+urd+QlxfoRwif1OnRFAAAEEEEAAgcULXLrpSN2Pj4/Pl43b7974B94a0GoGtFo97uTo0unRpaPd
5ePDb2pzQwABBBBAAAEEEEAAgXULsATHuvuX1iGAAAIIIIAAArMJfOJHXf74Rx/uf+nRN+n7bFWh
YAQQQAABBBBAAAEEEJhJgAD0TPAUiwACCCCAAAIIIIAAAggggMBiBdRaO+oeu5mtwWTyJ/38d9bN
2WpvUo/1VudJ82cCXlfP3IMphVtjSvbzaclgGxMNN5uyGn7DTnYpCfZ0L+gdQ/0YHj9pmVjXOM+n
k10MjNQAzmb3R11k/NzAIuysIKaka3xVXywxzkuJ2TiSMSzpBbtug40KjpOy5+DYgC9byhJzmycA
LTk8imjS8UUYyaSegPDiKePUXK/OveW8EcO8ZuZdMo7t4uCF/mAmzvnZfiewoFP3gqo62CMkQGCi
wF7dTvenR4f/Dnf1TlPf1cXmsfr/+QW/fnK/26ulOPbqP24IIIAAAgiMEdChzMOLzv7wImJHNu1N
9lad2L4lCjRxOpW9vp+VMiJSqdOfVTI/h1gNI5HcsMmohhtMs5fNm2CPVVVonvgMw885AWu0dZfZ
/uaZMQPthrSj2B1JZ5TqfP0MJZ01thrp9tpieeM8eRxFP5vKbkVwR6cOwkY5o2XUIMweRew4QwA6
48xFPyGwSgHhxZPz+sQRZA+GjRjmNVMINfHgCl7oSy4OEtWbWCV2RwABBBBAAAEEEGgmEIzdpAM6
ZuvYuI+58tSt82PQ+hl7q+/gZBKEskOWwfCliYSevVm7IQ9700VNCvRGbN7DoIkpW9bwAKC8iALt
jGdRCTZd5wz2NJdw/oqTSUY1xvbF9DC9LjHRwCmtGPsGU37omeD7WLFYevPxWKkMV5NP6wB04zOX
sOOFp4DV9DoN6UEgcSzkbeqhUY3rkAfV+Cw03SSvmXa59ZrsX8XaF/3ZbReeurPzZ0cEEEAAAQQQ
QACBZgLC+I4TXhw/6Tgw43Lspakf4pSHsdKeZjL1RZDu8H9bxoT/Yg23JybX6LtggG8soI4/njVt
xJecxn4OYTffgU3L+B8btGfP68e8vcaOE/9QLSs2sRWjBpVpu/D841iNPf+Mpd5m+tYB6G0q02oE
EEBgOwKEj7fT17QUAVvg5HR3st8dFt84u1187Xh/fHS464U4zP1kt1MJrl8kRhIBBBBAYNECwSnA
sRbZqyicxStHNF1ynamnl8XmS2aER89f18QB1cHVDOwJ4NmTwa342vlqJEOxV2lcOA0o7C2TyeDE
VXl8cBB2SOB8ux1bHDX8hG2fnix7lE4v2s6h7ECdUrfBUTQt87MLV8EB7pxYYn/az5vH/mEV2xQ8
AO0DytbIy2QK15R9WwegJS8YY9sj6VGdZ7DPTOclXqVMlfJ6Nz0unQo4h1ZsnI1VIj0CCKxPwPnW
YfsrFVOBxCV+8AXyxiubG34fxpyrnROv/JXYP5n7FwGxK4D0S/vg5Thn7PUdZbQIAQQQQAABBGYR
kMxs9a9+1TMm5lAvaGVPCw3GT515tU6U01mkWPMGn8yQn/iOoBRgcCHpdHMkseA0bDr/quwZPdX/
Ll2J5U1/jiHrDyES05wl5x95DyYOK2dTMKU5qGMnt7GZyGteNmXrALRT+4knRyeEkX6lifWZGcfy
4PjY3vWXptIRFrvCeeOs7GggNwQQWJyAEwIu+8Is0TAlDgZnY7mlT8KJl9v0Wd3+bO/smv6+n6kJ
XhCbJ/3XgsGXfN00YTKJKmkQQAABBBBAAIGlCDgR2OAqFoOzXGNrXyQQgsEE+8LSXJ6ZTArGHwZ7
x/zK2cWF4uAeBRLEGihveBAwOOslcW1vvyUJBkOcfe2w8qDCLLCDtSqYQN5ZBQudN6v0AKvxSZIZ
RSbQLPv8w/3hU+G5JfEm3dkkeTvvv13NyGSWHp8zAF32uJL0k00sDzf7HZPRu0WGyJQ6zzK8KDQh
kDjJ5m3aoHYe1Kjrpx5UJa/H9qdZsVOWE5At2DQ7nutf6BcsSGUlPA3G4vLC3cu+PJUVIDcEuhW4
dNORuh8fH+t1NnZ79Un74X56erjvT/f6fnRypO6XTo8uHe0uH4/53nW3LadiCCCAAAJiASfQPBiY
jmU849Wasy7B4BoaToTLWf9hcHcx7ejFl+2v7g2WYl9dO/GQUfnECpIsgODsOyp0WI99kG6hCRqL
xQZYmyM940RU78114qSnj7UpI2p6DlNKny0A3WYY+TTZc/TylIsUVySTvPqzV1WBxKt43qaqte0z
8zyoxF7LaqZzIk3ML2jT5HQcfIptxmnQXBmPvUSe+PKUUdUpMuyLAAIIIIAAAgjMLuAszpsRTBzV
hIlXa6PKMon9ZTTsSZTyPO2v9juP5ZkEAx3qyVHT8swkEuFezqQTU4ex+cSamREElItVYpdXYHEp
24vFBpiic95hTQzCluoL4dym6cU5BeUFkZvVNtHeeQLQs7xgFOkz+dApUlyRTOR1JmV7gcRJNm9T
+ybMXmIeVGKv2VsUrMD0Ck/PYRaZsqdB8+oTewGe/vJkX4ILr+ZngaVQBBBAAAEEEECgpYC9nqxd
buz5WN2yr9YkO8ZioKMmHSYWltWNsqeBZ6w94sukmyZpeHokBON9sQvdvOiYrkD6o4tB2KFW3FdE
EfYah8/0zppSK4el+EBNH9TOVj3Agu+tRr3JKtvXwSlfbXqtyNv5ecPQMwSg2/RNbGQX6TP5IV2k
uCKZyOtMyjYCiVfxvE1tqt1VKXlQo66femjv9ApPzyFxrdDm8+eM06CpmLyGxV+e5EX3MNKoAwIT
BQ7H6en+9Ojw3+GuviCo73pFjovfetFP7nd7tRTHXv3HDQEEEEBgFQJj48iDjQ5GGxNXa05gaOJ1
nR1x9h/7cVI/ci3ZK4gwNsw6saWmDmlA+7J21CVuqeqZembDDoanR33MkOAqOxTT1S5Y1qjmq1qN
HahD/vetLDFqgA1lO3imOSTwg9SDrTNB8FHRcFFtvERTPtSxDpxDNnkVKLVX6wB08bOPHKJInzUu
rnGd5a0jZRGBxKt43qYitVpWJnlQ2ddPc+HEKjx4mRgMwhZ/4fGrF3wZzis37zRoXmuCn1FHrvUP
r8cFLyDy2jvXGKNcBBBAAAEEEEBgKQL6+tC+6ZqbC78pYQd7ZWEThLKXIxhUiuUwuOOUBDGTUXnG
AO3nB21HJfarl5gEPQtsAjAx3ooMRWHfZZelh7e5nx1BA5PQhVUam2zimLGLEzYqmExY7eAbxoLv
IkMHxfmPH5q3xhnFOeNE2NiyyVoHoHXti5wcx0IkxnSNnihyCBXJZCwU6dsICAek8wLPkLB7ZyOG
6U6XXHDUGzYqZ3n1Ml4mnTcSwsMhlszPzQ9PD76ZSVxz13Nuc1KiFAQQQAABBBBAYJSAE65K/5kI
bwXDXpEn9eWnezPVtjc4bTEXrpI22us72yHRRIQu2HyTz43vYu4L8/kZDgYBnYaERaxKj2z4ffk5
77wStkFqkz4GHmtpbPVhnU+sa2LC1tgoyX5RmTCXft+RFgj2y2BnJfZK7+urOpLBef32NxucBGMH
qj+cMgZYoo1+cxInllFt9wew88bW/9M8Ezxa7cHjnLvSf/ojKpG/GYT+6VFyDqyRpnUAevDkmNHI
sT0aPAsMnhxnHyKDZ6IMOnaZV8A5HITn38Re8zZnltI3Ypju9NjFjX3SqDpshNVzXgL96o19uXUu
7GIv88FyTenOg1hb0s/7L+qcsWc5IVDovAInp7uT/e6w+MbZ7WwOzeF+fHbXC3GY+8lupzZdv0g8
b80pHQEEEEAgQ8CZQljvz4y65e1Srwl5Oee1Yil75Zk02GspgKPqWdVtVE0qJa7XwEoV3ma2rQPQ
/Sv7s7PNM/1XnhoigAACCCCAAAKzCFy66Ujdj4+Pzxd93qsY8+F+enq4q+Wh9f1Irf18cnTp9OjS
0e7y8cxL0c0CRaEIIIDAOgRi8w2LP9+Mq3jNJ2bYrOGzFDQRp97us2jULrQelz9vunZbgvnXa+As
zVlroQSg3Z6NzdF2JtWvdUDQLgQQQAABBBBAIEPg0Q87fve73//u97z/Pe+5V93f+74P6Lu+3fOB
e/T9yr1X1P3qlXvU7VEPO1yIPvT2yxnFsQsCCCCAAAIIIIAAAggsRYAA9FJ6inoigAACCCCAAAKd
CrzoFW/5yIff7zOffNtnPOnWT3/SLf5dPa/vn/PxD1D3pz35lqd/0q2PefgHvexX/+gTHn9bp62i
WggggAACCCCAAAIIIFBCgAB0CUXyQAABBBBAAAEENizwuZ/80B/8qTd/x0ve8K0v/u1nv/gNg/fn
/Jvf+d9f8js/+NO/95Qn3rlhNpqOAAIIIIAAAggggMAmBAhAb6KbaSQCCCCAAAIIIFBP4OajK1/0
lDu/6qkf8g3P+NBv+ryHf/P//Ah1/5ZnftizP//Dn/13P1Ldn/MFH/WcL3iMvj/3Hzz22/7+Y77p
7z7my5/2yAffcqlercgZAQQQQAABBBBAAAEEehAgAN1DL1AHBBBAAAEEEEAAAQQQQACBQgK73ZG6
+7fY84WKJRsEEEAAAQQQCAoQgGZgIIAAAggggAACCCCAAAIIrE4gGINeXSt7aJAO7Jt7uko1PgVw
KhCrSTBZEcDd2S30kUf4+SKFkgkCCCCwIAEC0AvqLKqKAAIIIIAAAggggAACCCCAQC8CJpq83x/p
u7rVCDFLGmzqkK6JnUzXttQtGIMulTn5IIAAAmUFTk53J/vd0el5rhdn8f3x0eF+pALG1v1kt1MJ
rl8kzqjJPAFo/fFg7EPCjGbEdmlQRMHaktUGBRLHwuBhwvDWAyYGZT/vnHASm7odhFOGShpqepMd
T2GGzgC2+2hBY3tBVRX2C8kQQAABBBBYlUDB4OKqXAo3Rsed9c1+fHEVWjLIK6+6XxN/XxMxl2dL
SgQQQACBDIEZAtD6U8H92U094EPCjG5jl3UIJI6FwcOEA+ficnbgfKJPNeZmj5zEpt4G2JShIoTK
brJdN3NWHzs+nQZmV4YdEUAAAQQQQACB+wQILlYeDTq878d5+4EvXpPByd1jL4MrdxHZI4AAAr0I
tA5AmyiDBqgdgzZh7rQ3U9h6GY9bqkfiWEgfJgxXM0wan0/mGp7ZQ6UBlFM3c1afaCU8dU8shd0R
QAABBBBAICwwakHfGojFK8A86BrdJMvT2Puh2+BKzbHON7sPhoBl9TpPFYyhZw/AwfhG7IuD5i2e
88VNXcu8rxuOciAxAgggUFugdQC6dnvIH4HVCwQn866+1WMb6AdGTQ6JTWNLIX1QgPAxAwMBBBBA
AIGlCsy+oG/xCpjZucSgZxqUpgfMuswXQdUb1ow2T6oHznLSdsVVNzr5ZDQr/XuJJiRtLyRtShGW
HpwHHfzi4I2t2/nfFB/cK0OAXRBAAIH2Aq0D0E5gokgkKPFpoTNXNPjJoXltkEwsjZU16oPKIpm0
HyuUWFbA+XjcPhaI3wmpE4YXl7D3HfROnvbZQFhch8kGBWrXeXDNjeBJ2O8Lu7/UY8mp2+/ixMnc
zjA98US4NQbL/JTaQ478EUAAAQRaCKQX9G1QgwkVCAT+JCsBN2gURdwokNcteXs59sHfKoz1jzDi
bHbXl8f6gnZsn5t9x+5IegQQQKB/gdYBaCNiwgGlTrIqw/S60rFPDk0F5FE/p6xg0YMfVBbJpP8R
Rg0TAk7wLnYsFPmcZq0dkTa0Z4s7l4CJTcuyEo6ieo2yL7IlH+P5NUmfhBPn0vRZ3Y5Hq0LtYH2w
9xNrgg+ez+23GasZWvXGDDkjgAACCHQqMPuCvlkVcD79DV9RF18JuNMuXEm1gktz1GtbcHRMqUOp
EIfd5OCMt3om5IwAAggUF5gtAJ0OFme0c+xZXh5uToRL9CZJ0X5xzl55mWRAsUs/AnZUS9Uq+CE5
0ed0f8UMnSPODz6abJ1JxP0Mj1gNnXEiGUXBidIFW2qHXGMjuVRxwlN3LC4v3J3jrlR/kQ8CCCCA
AAI1BOygc+Ij5BuKLjJ1tkZjyNMT8Gcot0TylwoZP5W5/I9dScd5SynKQgABBMYIzBaA1pVsH/pp
/MlhkeKKZDJmVJC2hYAT4QoeC0TB0j0hMWzRl/XLsMOp9odVcoFYDmXrXvyTRVO9jNOgPbHabqb9
ljXY/InHXUZVy/YCuSGAAAIIILBiAf06awfj8hobnPmRl9WW94rNLI/NZc+wygj+3njhp8MOo0u2
16EevbMV68jbV/ImqEbO5IkAAgjUE2gdgM77gnaR9jsT32rXpEhxRTIpokcm7QUmRsHaV5gSqwo4
s4wzypqeQ0ah03cpexr0F9Nwajj9uGN+yvROJwcEEEAAAQRiAsIvM4V3zwhD0hMyATtMPDFkbBc4
MSvh7k643PwQZrDp6a0yrUmp+OxkEh87I4DAfAKtA9DztfS85MYhmCLFFclkdnkqMEpgehRsVHHr
S5z4hKn2h0/FMYNXmZJFe0xNpucQa1QzzIzToGm1/DK9+HEnL7r4sCFDBBBAAAEENi0Q++W4i+fV
pQUv00VGiJG2F012+M1E6cGIsJ0yYxq1qYMJEwcHQjCZ0ZhYB1vVuWK3v5Iov+zM26tI55IJAggg
UFCgdQA6uBTpqEhKduObBUp0DYsUVySTbDF2rCqQOBbklyNVa9h/5vLzSYJ0Edr2GyT7cVrAPoHE
cijSy37mwbN63tu8vNOgPdNZn5AHW1p8JEgKHawVCRBAAAEEEECgkgAx6IKwg6s22yta+OFpe256
LKvYZwq6Fc5esQU08pLZUPGPNg7zJXxSZ85+7KtywWQmN75gV3CskhUCCMwl0DoAffbacDgvm5hC
m+izU64TaHCqVKQzinxQWSSTIs0hkxoC6WNBHyP2rUYdlp5nzDBx7CzusEpXWHJGrddkc61sBqo5
2V68GbjvhJ93ts/oytgZ3n8hcCL45rXJbk765ePGNyT3NbZ4OHvphyr1RwABBBBYgECDBX3TCrNX
YAGd1FEVnXnEW/uzo56gKggggMASBGYIQOs38+Y2XSnxaaHw80a7SkMXRTd8sJn3QaVkL1MNPu2c
PkJ6ziF4LDidHjtYnIHUczOr1i12PkkcO4s7rNIVTguYQHDZE68TeE1kbg9ge9DGHpsTsuQ0GJTx
Dw2/LPOM8yBGnX5eUtWqRwGZI4AAAgggUFKg0oK+8iq2qoB6fecbS/JucVLGZhNv5PlsN3ZEAAEE
tikwTwC6Z2t/2qkzFa7nylM3BBBAAAEEEEAAAQQQQCBTQLKgb2bWst1qVoBYs6wPSIUAAgggsAmB
Szcdqfvx8fGRig0fH+3UZ7Jn99PTw31/utf3o5Mjdb90enTpaHf5eHhxy5gdAWhXJjb5VD2/iQFI
IxFAAAEEEEAAAQQQQGDLAoML+tbGqVOB4HxnJkHX7kzyRwABBBBAQAkQgGYYIIAAAggggAACCCCA
AAIIIIAAAggggAACCFQRIABdhZVMEUAAAQQQQAABBBBAAAEEuhJgEnRX3UFlEEAAAQS2I0AAejt9
TUsRQAABBBBAAAEEEEAAAQRcARbiYEwggAACCCBQVYAAdFVeMkcAAQQQQAABBBBAAAEEFiPg/1Lf
XL/dV6lcYs01xuJud2TfaxTRSZ5qWAZHpv28n0Y/Y26mLc7zsWQ6faxoydbieumqFi9uBRnG+rpZ
0+iyZtQUFBMgAM3YQAABBBBAAAEEEEAAAQQQ2IoAC3EU7Gkdd1Y388uRZ6HS8ycLFtRVVqM+HdGJ
1ajTNzuUbJ7Uz9vJzDNdNVxXJtGiDmvbVZXsHncGQ716mo8ugoOwXrnkjIAjQACaIYEAAggggAAC
CCCAAAIIIIAAApkCF+FTHULNzGTG3epFzE2s1rRuYmQ5Nv+6mV7xFg3WPD31e3D36QnqVWDUYJhY
DbusUeXGACfWZ3q/kMPiBGYOQDcbss0KWtwIoMLzCgS/iqWrlNhkJ5i3/j2UHoMKfsvJt/W/CtdD
o/w6TBkqwhGV3fC873M5p2W7IxZ0xl5QVbP7lx0RQAABBBBoL6BeYYuESGI1ZxJ0kT41c5+d3JYY
g3aaMBiSHjUJ2vM5nwpdpBd6yMRM7u6hMsuqg5kHXana/gcGuqCqJ9hKbSHbpQvMGYCecspeujv1
R0AJ2N9dMn+aWKF+VYi9IHH4CKH8bzmZsZfY1Nv4nDJUhFDZTS7yFTyngdmVYUcEEEAAAQQQQACB
HgTsGHRshWgT5DUJLi5c3UU85CnP3lWFF6ROZGKXK9GTBw1rLLPgvBOMzYkWTtOx2yuZVjLYIn8a
kLCIYOmmdWbah/9Av5UOttdJ7OTmS/qZDFbAn48ycYaK0CHRaskY1tEGkzID0LzN9FUdgWCXCStJ
sjUJzBaAbhw+4xO5NY3adbTFRNx0c+yLmMQm8zKzDoSJrUhDTcy8n92zh4p9PWFfYcivmAcRnLo5
1zGDu8cScMbOpmNHBBBAAAEEJgr40+LWOlGOSdATh4pw9+AK0fa+KoFeP/rsnc7hbv85NuXY4s4u
X88LMeXqJyXzuCVhDXMEmRifkC47mblE9+cz5W1yaiJpkbPcsM4ho3RTlvMGQWXltC5YoinXTuzv
m6ibpALZPeXvGCPyq5HAHFufwayC2rqUvF4YW0PSr0NgtgC0HqnrQKQVCLQUsF9ZW5a7rLL8wKip
f2LTstrYbW0JH3fbNVQMAQQQQAABBGICdnBQElVEspSAExVIBAnkKRN1KxWEsIOwgxTOO7gpA8yZ
ShJ8ayO/Gk+kTGdSsEWDesEEo6JJTuJR+8aqZ0eEVRp7FvCUYFeRvssjTR41BWJ3RdiLN40MWwrM
E4CecsJ1dGJz+3Wy4FR/50m7MrFNwc8qzZOxOjh7jcqk5SCgrFkEEpcO8ledWWreT6GDl1/2QRo8
dTgHbz9NE9ZkUECYT3YyU4HYWT19ijYn6sQZ25zJ5adQv1vtZ9KnbuHWmFhs92xhdkQAAQQQQACB
egLqSkZfw5j5fSas5rymB69D6lWMnCcKOGt6TMwttntGQM2ZLlqpYs71s19KYjyPHeoZLZIUMdc7
Yknd6vWa/Z5I8kY18W43o5JF2l4kk4zKs8siBOYJQCuajJN1WVBzkaHPznbmzqZgSr2L/blfjUzK
NpncehNwgnexg8IMtt7q30N90oaJIzSxqYd2yesgHEXyDMemtGd/SK6T/Pzt6QP+UZA42cY2JeLy
idzMkPCvdwdP+OZiMf26MNaW9AggMLtA2bd2szeHCiCAQOI6xNnkXBgQmB47eG58hz1276np9QIa
5j41u/j+zmVnvYLsnAev//1rV7O7c6FrX70nNpVtV+Kqu2xBGbnl1c15CzMl2JXoO6c58pQxByeE
ldf29JkzowvYpaXAodNP96dHh/8OdxXm1HcVKj5W/z//LE8/ud/tT1QUVP2Xe5shAO2M8tyan++X
OOOnw3aJk0LG6cMPWBTJZCIOu3cuYL9mqKoGDw2iz+lOjBk6h6R9okhs6nPABMOppqqSUZTOYXqr
7Wh+bCRPL0Xn4J9sgznHrsuFu3Pcleov8kFg6QL2m7Glt4X6IzBCIPYjbiOyWFJSPd9IWGNJYFqY
1QqSmYWbnbbMG31uXJn04Mmbn1F7bDhX73ZxiU06WdkWxaJDZUvJ8xwbucqrc+33HbGIWbp1Y9se
FC6SSV7fsVefAq0D0FWPLjO+mw10My9mSu8WyWRKBdh3FgHnWAi+MFQ9XmZpddlCJYZlS5wrNzuc
al/jygViOZRtkQnvFj8JZ5wnDZTzrsBklbjeVSzyN6Lem5zzEsrakhsCCCCAAAKNBII/4tZVQLEo
xKjoc6LkjX9eZQ+QrgZLdmX0pzClbvZlZ5G3eLEL3cEKJ4Kko+KnRVpU/C3DYPPlCcbWLa9HxpYi
r7+f0u+yWG5FalUkkyntZd8OBVoHoDWBE0ooODSFs9um94RT0KiTtSm9SCbT20IOfQoUuTTps2nU
KkNgcDLCYJ7TcxgsokaCsudJc1jFXiymH3fOxKgaJuSJAAIIIIBALQETfbbesdQqK55vqaDwYM2b
FTRYk+Um0MtcnL3HP7+rx+ZJ/djfWq+9ecXZe2XULTFxwZ6fYYIG2RMdhHWzp56YQW5f5doBGSdy
Gtxklyts0dginDqfjZzz7yXYm4ICiX2FYqa4wWrLMwymtKfC2G9MrDPuodUmmT1NzXFI9LJTdKzL
xna9n62pahpwIhq7r0agdQA6+M584vnXPiZNx0wPIkj6uEhAp0gmktqSZkECbQbwgkDGVrXUZ/tj
y62RPvgR3ajT5vQcYu3K++wtQynjPGlaLf+Ms/hxJy86w4RdEEAAAQQQaCRgRxMbFVn4a/6tar3d
ctJrLse2OiMr8ac85VkgLLwAtCQTsxZLbNTHJjHYz/tpJBMUYjnboUn7LYCTPvinedKvXvDqWlJP
XZ/BlHYC+8BI7CjZZIp2DrbYvhIlRzgtE6vA4MHv1DDx7sahC/ad3wuDFUt32RRAMyyFmQxakWCt
Aq0D0FUd7XFftSCVeZGwS5FMareU/CsJ6OHqxMjsJ0dFGCtVsvNsE4ZOzROBxeIxxxpodhzTfpwW
sM8wsRyK1NbPPDh686KxeedJZ0KBpOjiI0FSaBF/MkEAAQQQWJNA3gtfMYGJE0GL1eM8vFVVQ2XO
9faUHnOWCl/rn1OI2Hc7AsXfSmyHjpZuR2AlAejgpUPV6wkT9zFXRRnFFclkO4N1fS21B4BqnTOE
zPduzIP1CUxvUcwwcXAt7rhLVzg9irRwvSabD+TtUWqPZLvojJNkuvKxdjnXf/7nOqa2TgRffyZk
30YB1nOefqSQAwIIIIBA/wL6Bci8ts5WYTMF1F5SYabaaI0aF8NEn6d3qTPReK1/TociBwQQQAAB
JTBzALrgBZYT2vD/NM84hdp/JjbpOIgTWNHPZOxlBp+dQ150hnG8aIHEEHLGhj88Ch4+6zM0B6x/
hKY39UmRPlEER5Fzyqp6qhFWL1glE+H1z66S82SwaP/Q8M/z5hnnQawt6eclVe1zaFErBBBAAIEe
BIKh5zm/SWNCiVqn4G+xZXGbV+FSE6KJPmf1AzshgEBYgOnPjAwEJAIzB6AlVSQNAggggAACCCCA
AAIIILBKgdisZxV1LRVvzXezf2AuP5cRe5pYfHAfHYmuMSF6RBVJigACSYENTpPaYJM5CBDIECAA
nYHGLggggAACCCCAAAIIIIDAJIF0sFVlbcdbJ5W0hJ3lK5BMnBDN9OclDAfqiAACCCCwNgEC0Gvr
UdqDAAIIIIAAAggggAACPQvIg63NwtDnK37odZ/b3hwN+bzvjAnRRJ/b9i2lIYAAAggsSeBxj9yp
+xMedbj/hQ8/VveCtS+ZV8FqkRUCCCCAAAIIIIAAAgggsDIBYejZD8KaYGtxkMBEbDsGrR+f/TKh
PDQsr6S/AsnYed/yCdFEn+X9QkoEEEAAgQ0KvPGt+//zP1617//3W66XciAAXUqSfBBAAAEEEEAA
AQQQQACBqEBsuWd7h3SEuuzC0IGy7EWfzWzos+jzWRT6cCvYwYmIcMbs5oxdCrZlm1nNMWN+m9Ln
H/9MWQDd7Jv+JEn486fCj6OEyVp2auMqNS6upSRlrVJATX/+X/7azfb9SY++VKqlBKBLSZIPAggg
gAACCCCAAAIIIBAQGFzuWe0jnBw9doJwrD9S0XAdhjZ3P4tY3NF+PhGbvNg0GM6Wz242dYztwvRn
jsyFCpgIphnb5nQhbNH0HIQFkQwBBJYuwAzopfcg9UcAAQQQQAABBBBAAIEtCgjDypLJ0TbflDC0
JBou6qqGq0VnzG62Fy0h+izq0DkS9TyHWvAZSjsy+9OawU9ugtWS5GCmPw/O2y3+fYh2lJSEAAIX
Aienu5P97uj0/G/1yXNgBvRHXTpSU5ePj052O5Xg+kXiDEVmQGegsQsCCCCAAAIIIIAAAgggkBKQ
h56zw6NjF4YWVqnbfs2bEJ3N260DFduOgI4I+xFn/YxkuYyxOeRFt7fTI7QUgXUL/O5bT901oP/f
Ja8B7aw9NPjZWpHebVNKkaqSyaYE7MMh2PDg0B3cC0N9QebfjMziDBMVFrZFmCxj8DjOwhycsW0y
MX0nzGfeZLy4zOtP6QgggEC3ApIZzaXCwZKFoYuUFYh2NZwEbfd1xoTobofKaipm5gvrB87QME86
y7To5jv7Bp9xUvppTInyCqQz8Us0z9ibYo01mdttt7s7aJI9HhJvfMbm6c+DNle8/oPg265YicJ3
DbG2BN8+BN/fOSer2PugdLucdyVp4bymje0a0iNQW+Dxjzx214BWM6AL3WabAW0+vua7G4W6kmyW
J6BfF80h4F/TB67yLz7oTuy1PIgJNR40DJ5qBveaUKMquyYqLGyLMFlG7e2czVyM4NBNZO5UL6Ma
7IIAAggggEBXAulZhEXCwXZ7Eyty5JUleinXP0g4UwzaXEWn4+/6k4Cuxsa6K6OGg/1LlrqxeozY
i4qbZ3QCs4tJ7zyTvIy8ocRRFTDZ+nuZUePXJLEpWE+/4QmTvOHhX5Bn5GOOenPIOLEafTTFDihn
iWq/AsF3DZJkkrYkMh/ESbfLKT3YzOymic60kvaTBoFCAmubAV2IZVw2hLnHeZG6voB5lbq46rrh
W1TOp7vWtdENX8KSf/eqfoNmKCFtGKtQ3l4zNO+iyESFhW0RJstoo5Pz2fuHAu/xOGNn9AW7IIAA
AggsRWBUsGNUo5wwdF7o2VyajoiMJGLQziTPOiv+MiF61DipmlhyJTgYXJZkYlrhJB61byyTUUTO
BzFObH1UVrMnTl/JF7nOr9TGKW8fem5XJS6yRSAh8OTHXHryRx3uT7q4l+JqPQPaj1aUagn5ILAm
AfuT1TW1q1lbONU0o/YLmnL9N2O1KRoBBBBAAIGyAn4A10SEyxbk5GaisS1ekU20LxaDNpM/7Qd1
2m+un2MzOeoUS65SgeDKGNKdS6SbvQJ+IzqsUgnpVB768Bzx+Za4QibnGpmLazGcsJ7AcNmkQGBW
gdYBaN3YgqcG5+QV+9N+3jz2j/zYpuA5wm6FfY4rksmso4LCWwg4k5cJmGagDxoWPNVkVK/BLoMC
teswuOZG+hRtXhHslwbzGmEqHzvZOq8m5jzsX9T6LwGx83/6xD54vZioau2+IH8EEEAAgZ4F9AtE
g4iweTU0c/qyYzH+rMD7nrGnsObNOK3ZWyYEX7MQ8h4h4K+wMcvCLc6nISMaMJQ0exb22Cr5V7lD
VXO3x3LIPlGMrYD5oKjs+dC8my6b7djWSdJXEpAUTRoE5hWYJwA9uDxQAxT7EtA52zqbgin9E1yN
TBo4UMSMAk7wju/+ZPRF2rCHU01Go0btMvsost/f5l0TmxyC14uJk21sUyIun8gtcS04eMLXXSZM
Nqp/SYwAAgggsHSBZqHnOaHmXgw62HYureccEqGy7aWQZ69bjQj4xAVmglVyLmszrvzlObQ/ZJpF
vWcfb7EKINBt11CxGgKtA9BOfME5G2a0MJGDiQWMvSJxzrySE7EfNymSSQYIuyxIwA5XmehVuv7B
yNqCmly8qjHDxKlmcYbpCktGUe0m24F+4UjOHgnCSQ2xq3Ph7umXj+zKsyMCCCCAwNYE2sx67kK1
v3nQmkW99BPimX2ETIzMmvqXihqXyseGtX+ZMAN8sEr+lxvGljI9h7ElptNPPDAn7i5pS+0iaucv
aSNpEGgp0DoAXbVt5gBudiTrGQ0TiyuSSVVYMq8h4ES45B/G2JE1yacjNSrfSZ7bMYx1ulygzbAx
4d2JZ0V/gGWcJ+2J1XaGJqtYJSdGnzOq2skBRTUQQAABBIoLbPxSrbgnGS5UwEyRN5FoJ1ybiFDb
+2Z/zJGoQILU3stJltgUuo5V35M73NUt2PD07xbaF9gm+JCY1+xf4g7mENxF1XZUrMO+Bg6e+uz3
I4nrbT+ZIU28o3H2sn0SGfqdNfimKdjM7KbxGrHQcxrVzhNYVQD67IR+uOVZjNrLKWjUqdk+gdq1
zctkVLVJvA4BZ8LpOhrVuBWLM5xe4ek5NO4jXVyRk62pubnYjb1YTIw+mwovVHuWLqZQBBBAAIEF
CJjfShuMFC6gMVSxmICzGLj9RtxZ9zmx2LG9NIez18XV4CFuqzMfW6L11vt832DFnGT+Xj6ZfEWR
2A9wjloA2lxbmotYJ+5hJwh2cDoHP4piX836V86xZ5zng38OXicn2pKolbOXXbTTdtPY4DsCScPT
zbcx8wSKHaJkhEBPAq0D0DVirPrwdj61mx5EkHTT4KmzWSaSgkizAoHgnE3/cmEFLZ3YhMSpZnGG
0ys8PYdYd9Q4paevmOUDw7RaPh27+AuHvGh5u0iJAAIIIIBAUwF76qYJ3cXC0InooF3pYJSxaaso
rICA86kEf2pT28F/ZlBpVMdMfxs4PYdRFSYxAghsWaB1ANqxLvtu3/4gq3anFgm7FMmkdkvJv5KA
88GJ/FiwQ1obD2/JDR3exRnGKpwWsM8wVZvsZx68ls0brnnnSXum89k7gbMvPSZv8mNwKKfz7ZJC
hVmRDAEEEEAAgZkFnKmtM9eG4rsQcCbwbvxP3SXBSc2jZGbpWsLQs7BTKAJbE2gdgDbhEhNTKHKy
C2ZSJOfYgCjSkCKZbG3Irqm99gA4u14ZXj2GMeMMgJhhAmpxhukKS0ZRvSab75TpU7ofw7WLloxw
/wDP6EqnGnaY3snN/wKNaYgd+BYCCpOt6SRGWxBAAAEEVi4QW5vWrIC78vbTPAREAulFnEVZkAgB
BBBYu0DrALSOstm3UsJOaMP/0zxjIia6aPvPxCYnZaIhRTIpxUI+nQsMHgvOcKp3BHUOlahezDBx
qql0FqpnmK5wWsA+0ZmUZasqrF7ifCs5bQYrHyw6dtT4FHaVnKyCVfLrIExWFpzcEEAAAQQQQAAB
BPoRiC0qM9diM/7FcFWrqsVVzXwUSz81GVVtEiOQELh005G6Hx8fH6nY8PHRbr/T99PTw31/utf3
o5Mjdb90enTpaHf5ePi7xbESZwhA0/0IIIAAAggggAACCCCAAAIIIIAAAggggAACWxAgAL2FXqaN
CCCAAAIIIIAAAggggMAWBdS8RX6YYYsdT5sRQAABBHoSIADdU29QFwQQQAABBBBAAAEEEEAAAQQQ
QAABBBBAYEUCBKBX1Jk0BQEEEEAAAQQQQAABBBBAAIGGAuon+Ox7w5IpKiBg/6Q2QAgggEA/AgSg
++kLaoIAAggggAACCCCAAAIIdCOgfkNN3VRw0bnpZ/RWbtsWMGPB/OCeDkZzm0VArzZjfi6PxWdm
6QUKRQCBoAABaAYGAggggAACCCCAAAIIIIBAXMAOKBJcZKRcCPifRNT+VKJ9dLt9idnjy0SfdQ4q
DK3+JQad7cmOCCBQVoAAdFlPckMAAQQQQAABBBBAAAEE1iLgzGu157uupYm0o6yAGTJlsyU3BBBA
AIFFCxCAXnT3UXkEEEAAAQQQQAABBBBAoLKAjimae+XSyH4pAmaNlti0eGd5aCdZYvHo4Cazu5mV
nHigDe35y05iJ7dgE/w0wSaYgmJrYUuWydZrN59ldX67aMINfzpPmr3U82bljaWMH+qJAAKbEpgn
AG2vi1/1KyH26XhT/UpjlyIw+BsRwTE8uNdSml+knjEN5zzjSC7OMFFhYVuEyTI6Je+UHusRc9md
UZP2u/Aq096cEhFAAAEEEECgHwGz5oaJsfp1sz+5sEO6ZzHT87uO4V5EVw//9zeZspxJ1mpH+bRr
O7Gusz3L36l8rMSY/6jmBDNR15b2Cs7Onxc+9y30nFhnw1mRo58xQ00QQGCbAjMEoO118VmWaJvD
jlb7lw466ObIBD+esY+g4F6b4h3U0Bdw5iaU780w0cxBgdpNDp7Sx36y6LSiN3/qgwACCCCAAAKL
FlCXgmMvThbd3saVd2bGt18kfNTC007ijH39QHlBcB0hMTfnz2BBwYnPRJ8LdgpZIYBAEYEZAtCq
3vZpVHJKzW6q8EsoTGHLFmbHbAHnmsD5MCY2JtN7ZVdmoTvmaeTtNSNRosLCtgiTZbTRv7QtckoX
nrozKswuCCCAAAIIIIAAApUEElOJYyUm5k1bQdjDJOWl3yQtHdVG8x1Efy+iz6MkSYwAAm0EWgeg
g588FwlYtPGiFATaCDgzdtsUuqZSuOqasTcJH8+IT9EIIIAAAr0JMPG2tx6hPl0JLG518ewJ1AVb
6lxs++vaqS4mxtLVOKcyCCCgBFoHoA164vO6sR1jTrh+nv652KQx14L2g8ELxFhZwebYZdk5F8lk
rBLpexPwpzxzoTC2jwYN/eN9bBGdpx8UqF1/U4HYyTN4EnZq5Z+EJadunUnwNOvsbpIldvGzktfB
bk7stF+7I8gfAQQQQKBbAb34w+C7jG7rv5qKEY+r0ZX2T/xNzz/9S4bT8y+Yw8SGF1mlJDhjiVk4
BXuZrBBYvcDhNHK6Pz06/He4q0Vh9V2Fio/V/8+/uaGf3O/2J+rDLfVf7m2eALQ6LZpP7UpdjQ3m
ac7FTtHmWkQ+a88pK1h0rDjTU0Uyye139utCwAnecVmc0StpQ/uyrNSpJqOSVXeZfRSZcRv8HE7S
9vRJOHEuTZ/V7bi2qoYdrA8ODPOk/1oweD43oW1dUPEXOAkjaRBAAAEEuhXQrwuEobvtICo2UcAO
p+rHGStmFInJOg2pkafduoxmqt2n1yp2MiH6PHEkszsCCFQVmCcAbYcbzk7B7m+vZbR5bPBOHm72
K+OUJSnaL65IJhlQ7NKPgB3VEh4IdhBNuEs/7a1Rk5ihc8Q5wUebrsj5p0bTTJ7pTpeMotrDxg65
1h6WwlN3LC4v3J3L96pDmswRQACBbQqYMPQ2m0+rVylgL/psJgX7YVl7+WOzVT+YsilIamebFyB2
srUzHOzEsc0ZzDDSxoOdPfnDji04X8jr/81OHgJ7IYDA4gTmCUDPyJQ9Ry+vzkWKK5JJXv3Zq56A
E+FyQoSJcu3ImuTDj3pNmD3n7RjGOl0u0GbY1Jv5m3EadD7pNMPVvigPjuGJ0eeMqs5+KFEBBBBA
AIGyAvq1IHidVnsqtJ//xi8Xy/YsucVivvYCx36a2NbEssiSTaogEwG3CzX7OgmcxOk/Yxmmx0BG
S02G/gQa++ANbnVmgZg/nQeMWwQQQKAHgQ0FoJ1Tdu0vwRUprkgmPYwz6lBWwLnUKJv5RnJbnOH0
Ck/PYZaxUfY06C+m4TRqYvT57H3ODbdZ0CgUAQQQWKJAcE1VM53Q/8JkYtO8zdeh50TYV2+tMS3R
BL4JOs87BjZSun0Mxh5rCknKZaXx25XR0o2ME5qJAAIIaIENBaB1gxuHYIoUVyQTRvw6BILvVXiP
4Xdu4hOmxRlOr/D0HGKHT+1P8ky5GadB02r5O/zp0WcHSl70Ok5QtAIBBBDIFgguyGcWkzVfgTf5
JzZl12H6jib+Kzn/6xi0JKWwYoOBb2E+JENAKOBMUg7+efEe/HyqsmSX/tMEG5XRUqEzyRBAAIF1
CLQOQOtImRMXaBM+K3uFN9j9RYorkslgVUkwi0D2sWC/USn4pmUWhImFyg2dwOLiDGMVTgvYJ5Cq
TfYzD57V84Zr3mnQ9LhDlBhyRJ8nHo/sjgACCOQJBCc+n71fOOTnLxeb3pRXhyJ72fFfYXDZTIXO
e4k01TaB7yINIRMEEEheMd5wasIKAQQQQEAo0DoAfXYded+S+eZPYXWnJLPLdQINTpWmlGL2TRQn
z79IJvLiSNlYIONYYEg4fRQzFB7vxWOONYZQutMlo6jesNHvnM9iAec356xub837rDGjK2NneOcF
SEcKdOWd9/B2c/y9Yq9c9ZxrjCvyRAABBDoRsFdr7aRKY6sRjP/Kg8sm5dhydXomPue5sVcbgeAa
zW2KrlRKrEXra2klQLJFAIHNCswQgNZv3c1tOr2JgOis7D+Dm4JFC+uTKMsp2mmmHXkpksl0N3Lo
QWDwWHBGS2Jc9dCcWeoQM7Sfd0KfiU2zNGGw0HSF0wL2iVF4ohusj5NAWL3E+VlyVkyfuhNn/mC5
Jr3zINaW9PMGZHFDa2xfkx4BBBDoQcBZkcOZK92yhib07FxpOK8LkgnOKoexX/ph4nPLvqYsBBBA
AAEEEJgiME8AekqNa+9rJr75D2oXTf4IIIAAAggggAACCCAwKGBi0G70Obaih8oxsckuL7EmyI0r
VcunHguDy/pTTEm0ejDwPQhIAgQQQAABBBBAoKUAAWhX25m/NjhBtWVvURYCCCCAAAIIIIAAAghU
/xHC4K8iXrhnTD2WB5cHo9XywDfjBAEEEEAAAQQQ6ESAAHQnHUE1EEAAAQQQQAABBBBAYFgg8fuE
wztPTjEl/jsYXNa1M9FqZzZ0RuB7cnPJAAGRgP7mgLmL9llIIuF3J+q1Jr04z9ile+rVk5wRQACB
tAABaEYIAggggAACCCCAAAIIIHCjQGQSdGy5ZyFfLLjs7+78QMKUwLewbiRDIEPAxGftHxSdPWib
0RB2QQABBBCoKkAAuiovmSOAAAIIIIAAAggggEB/Aunpms4PHZauvnxFDlUyE59L85NfeQF9xOib
/bh8Sd3k2DjIHlwdXrJkfDdgVAQBBLYuQAB66yOA9iOAAAIIIIAAAggg0JuAEwG2l91IbDpvhbMc
gB8okq8hnVwMeiLa4Ioc/NjgRGF2ry3g/groxmLQtXnJHwEEEKgqcHK6O9nvjk7PC9kfPkA83I/P
7kcqYGzdT3Y7ten6ReKMihGAzkBjFwQQQAABBBBAAAEEEKgrYALNfpArselQJ7MWgP3AVFa4hrSZ
xlk5Bq3D0D4la27UHV7kXlnAngcdWyHafDbkLB7tryXtf6hkV38wf53Y/igqVrSdMjHH2Ryysa9S
+PkHF8getXa2vyh85T4kewQQQKCkAAHokprkhQACCCCAAAIIIIAAAhkCOlbs3IIBZJ0msSmj9PAu
rZYSCE6FnrjYdDEEMkJgmoD9fYPg2jYqgTn8dUDW/tMu3FlmWm8azD9R/WBZfoZ+DubcEDxxBdP7
jZpS82l9wt4IIIDADAKtA9D6e2T+rXbT+XHY2sLknyfgHAt2JvYmJ/PEprxqLHqvQY3g4Z+Q71Nj
sJkXl+D3JWwwbCSndNu/7KmY3wTvc6xSKwQQQKB3AWHESDej8mLQxkr+44S981I/BEYKOB/0tPrc
577je2R9A8mH1wWaXIb+RMpMgtYP+JhqsisZIIBAO4HWAWh9aWXf2rWVkhDoTMBcN5hfOfcvKZxL
DXPZ4e/SWeMaVcc2tK/JTPGJ3+swJ6Lgjo0aICtmsJk6m0QyYQ6y6rip/LN6kD0vc/ZCAAEEEECg
rkBsFVtTasN4mLnAq9tkckcAgW4EgktzdFM7KoIAAggUE2gdgHYq3uyDOy7mig0ZMioqYH9qbR47
x4Udg05sKlqvZWSW1khPjw3K99lsYaf3M2ycT03qnX7TOdcrt89xQq0QQAABBHIEBqPPOZmyDwII
nK+MsR2I7HnczpL1CTFzjd0sirKd7qOlCCDQQGDmAHSDFlIEAn0KBKeI8i2qgp1lT3C2s0W+IDJZ
IYAAAggg0EKg0s8AyqPPDSdBt/CkDAQKCcSWqKl0yBaqdcVsEr9bKCl1s24SHNIggMDSBeYMQBf5
4M6Z5Bj7M7gIqVm91PSiSeZs8lOqXZzFT8tmsvSBRf3lAv7oSszcdDYVOYjkVV1ZyuBxvbI26ubM
u2acPxXdPnna4MGTamx3cxLWOThn7/RWVghZ5TinUQgggIB+zQv8lOHFy+ENm2LR51gOo1aOpjMQ
2JiAHTntM4raoFb2LxNm9L+khma6EvOWMoTZBQEE5hWYMwA9b8tVACK2iq6zKZjSBP6qZjIvEaU3
EEiMQ1N6MMpswm1cfOR1k0Q+L+c+92r5lb3Bz0WCq28PnlQlsHa3+um31ukSMdIggAACGxWQz33e
KBDNRkAqYD6asdcytj+vMbOkzezg7G8UOEWYj5bUg8FN8kL9Cgct7GSDWIPV45w0aEgCBBBYusBs
AejBCIVQ1v+JtnTYzmxNhO2cTZIAnz9ltUgmQgSSLVfA+RDbn5gZO1Jin3wslyKj5sGJvcJ8BuWF
+fSTLK1hh3fPrtEPP5xd6ubPXJacNp3SYxP/R03fTpebUatSROSDAAIIINCRAJGejjqDqqxEIL2Q
cWyr872C9J9Kys7HhkuUbjaZ3fWOkqJjxVkhhdSXLmI1FNbcKuVwmSz8cyXjiWYggMAaBWYLQNfA
NCGVsrGVRFWLfIW/SCY1PMlzdoHBz2kSH8DMXvk2FbAn9hJejGk4A6n4sDEzmid+LhJbmqPNWKIU
BBBAAIFtCZgZifbUxG0R0FoEJgn4x1C9Z3RF6+VfKme/nhk1n9Qr7IwAAgj0KrCqALRCjs2hK+7v
FOSvUiopsUgmkoJIs0SB9MobS2xRpTrb6zlUKmJB2S5Xw1+Cw7BnfKFkQV1GVRFAAAEEWgs4syXt
GZKtq0J5CCxYIHYk1XheM9XIuWCewUpm1HzBY4KqI4AAAnGBeQLQg/M6R3VZcDZf2SJi9SkS6ymS
ySgxEvcv0GYA9++QrmHwuw6bnQfdj0bxGdZ6GOR9zrf0QU79EUAAAQQQQAABBPoXYGmf/vuIGiKA
wLwC8wSgK7XZWdS1UikFQyHEU6r2UeeZJ1a2TUSfR62H27lAkerZUVfh2juLM0xX2D6NxDQW12R/
bLQ8vRcZmWSCAAIIIIAAAgggUErAWbK5VLYF84nVsP+aF0QgKwQQQCAhsJIAdHDOY9WJkPZaq9mT
VYtkwvheroA9AFQrnBHr/LCbiS2m91quRkbNs4+gxRlKKpzWkOSQ0QV5u9gL3zuRZbOp0jTqvAqz
FwIILFfAfzF1PqvjpziW27nUHAEEEEAAAQQQQCBb4NJNR+p+fHx8pGLDx0e7/U7fT08P9/3pXt+P
To7U/dLp0aWj3eXjXXZx8wSga6zUnF4k1C7RKV24SccH7VL0n+Zm+iCRvzyT7B5lx2UJJIaQM8Bi
Y29Z7S1e29hhaBcUPOEE5YtXr2CGsQr7ZzD/pKSrUaPJsZN57LyaGNV+DdPnUud06tdEfm4v2E1k
hQACfQoEXyzspedVtYVfo+mzgdQKAQQQQAABBBBAAIGeBeYJQPcsQt0QQAABBBBAAAEE1i3gfH1N
f8pLDHrdnU7rEEAAAQQQQAABBOYSIAA9lzzlIoAAAggggAACCFQUyF4krWKdyBoBBBBYkYD65T3/
vqL2zdAUe+Uo/clo4sNR+W9KJVKaTU7RMzSeIhFAYNUCBKBX3b00DgEEEEAAAQQQ2LYA76i33f+0
HgEEqgvo39kzv7anQtLcJgrElrmbmG1691kKrdoiMkcAga4ECEB31R1UBgEEEEAAAQQQQKCkgL0y
PotslJQlLwQQQMATOFvQ6DAtemU3PdF7rlvwxSs9M7p4VXkBLU5KhghsTYAA9NZ6nPYigAACCCCA
AAKbEPB/y/QsLDIQQrBnTDN7ehMDhUYigAACCCCAAAIIVBYgAF0ZmOwRQAABBBBAAAEEliNgZkw7
D5bTAmqKAAII9CJgJg7bM4idZaPtusY2OROQ/dzOPl+8b5LylCL8yc7mg0s7W7/apg7pZGbrqE5y
Pj0d/DB1VOYkRgABBBoIEIBugEwRCCCAAAIIIIAAAggggAACCKxcQMdq9UIc5qaedFaIDq4ZbfbN
WE66VBF2Pqb+pjmmYuleLN464aAx39pR6e3HVkcEvuSTznwwT2HdSIYAAggQgGYMIIAAAggggAAC
CKxQQL9tXmHDaBICCCDQk4Az4deJPqua+s8Ur36iCGHUWFdJUlVnnetgzL1sA9U3cnRMWWerH+gn
7Zv9mwf2Y5Mm+BWfdFUH8yzbUnJDAIEVC8wTgG62oB5vPFY8dtfRNOczaLtRicOk2RG0CORBjeB5
ICHfZ6sHm2muR4PzHfSlamxTdpMlK6Xa/mXPyencypaVTcSOCCDQj4D9jl34Zr6fylMTBBBAoFsB
M+FXHuqVLEMhzy0oIymiPWmftWrvQIkIILBBgRkC0Obq37n036A+Td64gH0sxN4J+4cJR5ATpld/
mp+Z8me6Bee+JeT7HJPCTk8kE+aQ13x/mVSmHOZJshcCCJQVMK+h5hMpe76YvVW/lJQtndwQQAAB
BGICGTFrOaYTufbXdJZnlai/vUn+ApLdcF6zpvcaOSCAwLwCrQPQzrdFasegnV8/j1kzUW7eUbjl
0v13wkojcZg0PoI675q0Rvq4Dsr32V5hp/czbJwTu/A8nIGfzrleuRlVZRcEEJhLIP1DgvbWuWpI
uQgggMDGBWJLJU0MHNsLMVcSnljDemtE1fhItUaelfqFbBFAoE+B1gHoPhWoFQLtBYJTRHldL9gR
wYXPTHzfKQj5gvJkhQACCCCAAAIIIICARCAjCDu4y8S4sKTaKo39y4TCXexkg63w8zRvWHjnkgHO
LgggEDyr7E/3p0eH/w53tby8vqtQ8bH6//miQfrJ/W5/ok596r/cW+sAdI0V98w8R395U2cKpLNc
qUYzcUDJPOhYWX7ROmf7ZvqoSCa5Pc5+3Qn4gycxc9PZ5Ex67a5tfVcoeNj2XeXM2tU48cqr4p9a
gyfG2DkztrtJb87k+nBwTrDBrawQIu8+UiKAAAIIIIAAAgUFzC/4mTCxE8m1V0kObhpc7yKviHQb
7TwHNQab0OB3CwcrSQIEEECgsUDrALRqXqXVi1RAIbEOrI5K6NKdZPYHicLPEp2ygkXHijMdXCST
xsOF4ooLDI5be+japZsom3DQFq/50jOUyC+9jXb9K514g0SDn4v45+HEKXpUL9jd6u+4tU4fRUdi
BBBAAAEEEEBgrMDg7wQGEyTWQZZsOntTf8MEZD8kLcnHqZuwLYPhb1M9P8OMBaCd6UfpPxPdJ5/h
NHYMkB4BBBAQCswQgLYjsyboIKxu+pQ6KpMpy4M6IT9JBNAvrkgmo5pM4g4FnC9S+RMzY7G89Mct
Hba0RpWCE3uFBQ3KC/PpJ1lao9KJVzff/7aH5Kzo0MXOyaOmb6fLzahVP/1LTRBAAAEEEEAAga4E
zDzfzT64uBK++Jr6YcKbvjYece+qT6kMAgggUE+gdQDaiaY5kYV67TQ5N/7SfZHiimTSwJYiigtI
ZpLq8F/xopeSoT2xl/BiTKP2idfMaJ74uUhsaY6ljEbqiQACCCCAAAIIbEfAmc+7tT91RwcnNY+i
CA4Yfw26BuNqlkIbtIsiEECgE4HWAegZm+1Mr6t9ei1SXJFMZjSn6CkCwehz7XE7pcJz7Wuv5zBX
Hfopd7ka/rJFRjXj+yL99Ag1QQABBBBAAAEEEFiZQL1FnO2JHY3RZiy6cUspDgEEZhHYUABa+zaO
zhQprkgmswwvCs0WGJz7nJ3zmnYMTv3e7DzofjQqfbWFT1/WdPDSFgQQQAABBBBAYLkCsQWjBxeS
Xm6TqTkCCCAwUaB1AHrUap4T2+bs3jh4UaS4IpmUZSS3UgKJYyERfZ7xCCrV8LL52FFX4VIkizNM
V9g+S8Q0Ftdkf5A4a3aXHUXkhgACCCCAAAIIIIAAAggggAAC9QRaB6BVS+xVSs2f9VpocrbLja2I
KgxgSWqbKE6yu05TJBN5caRsLJA+FpwfdjODc64jqDGOpLjsA2RxhpIKpzUkOUjMi6Sx17V3Istm
U6Vp1EXqTyYIIIAAAggggAACCCCAAAIIICAXmCEAreOqBZeV0FnZgWY7ouFvChYtrE+iLNMupyZ+
zkUykfcxKXsWCB4L9pODCXpuXYO6OVbBEp0jTqcpexZq3FK7OLt1aY0aTQ7aOifDRA3t87PfKelT
ZaIUu4v9x/65ukH3UQQCCCCAAAIIIIAAAggggAACmxWYJwDdM7c/7dSerNdzzakbAggggAACCCCA
AAIIIIAAAm0E1G/x+fc2Rfdfiv6hQvnNDkQ4ezkxCntrYi950aREAAEEGggQgHaRY5NPnZl6DfqG
IhBAAAEEEEAAAQQQQAABBBDoWUD/8p75/b2xgdeem9asbmaNUH8ZOnuTszWxV7OaUxACCCAgFCAA
LYQiGQIIIIAAAggggAACCCCAAAIIRAX00pjEoEcJxH6hyig7y4rq5wf3YpgigAACXQkQgO6qO6gM
AggggAACCCCAAAIIIIAAAggsW8D6mar8hpgforez4MvZ+aDsiQAC8wkQgJ7PnpIRQAABBBBAAAEE
EEAAAQQQWKmAXiFa3cwD89gsHm033VlR2myydw/mVrAIpyxdB6chZoJzsBWJFgUzj/2s9435nK/2
bJ6MLcex0qFEsxBAoLzAyenuZL87Oj3P2SyndHy0V/cjFTC27ie7nUpw/SJxRm0IQGegsQsCCCCA
AAIIIIAAAggggAACCNwgoCOzzuRf9aSzQnRwzWizb8Zy0qWKsPPxu9YpxS9U72Kvv2EvkC2cE+2s
rXGW4c4Eqe050SYG7e/CuEQAAQQGBS7ddKTux8fHOtC826tzzeF+enq470/3+n50cqTul06PLh3t
Lh+P/H1VqxIEoAd7hAQIIIAAAggggAACCCCAAAIIIBAQsKct+9Hn4DPFHROxXRPOlhSajhE7W9OF
+sUFo/NOsmAo2ay5wY8QSjqRNAggIBR49MOO3/3u97/7Pe9/z3vuVff3vu8D+q5v93zgHn2/cu8V
db965R51e9TDDmHkh95+WViEnYwAdAYauyCAAAIIIIAAAggggAACCCCAwPnsZntS8yDK4MoVOmwt
nDIcLE5SxGA9CybIjj7H6sCPEBbsHbJCYIMCL3rFWz7y4ff7zCff9hlPuvXTn3SLf1fP6/vnfPwD
1P1pT77l6Z9062Me/kEv+9U/+oTH35YhNk8A+nz5orP/ZVRavosuSJ6elAi0FLAPBPPYVCB2mKT3
aln/TspyQOxaSU41SzlLJNoiaaZiESbL6NZEFyRyc+TtQ2ApnWJUM9DYBQEEEEAAAQQQ2KxAxsIU
cisnch1cdlme29iUwfBD8ejz2FqRHgEEEHAEPveTH/qDP/Xm73jJG771xb/97Be/YfD+nH/zO//7
S37nB3/6957yxDvzMGcIQJtP6pzvj+Q1gL0QWLqAXs/L3HRzBg+T4F5Lp8iovw2V8ZW0pXxAlRgP
g0NFOKIy8P2cnXXo5Hk6rZDvSEoEEEAAAQQQQACBRQvEJoxNDByPmpFdFtBfAlvln57NzSLOZbuA
3BBAYFDg5qMrX/SUO7/qqR/yDc/40G/6vId/8//8CHX/lmd+2LM//8Of/Xc/Ut2f8wUf9ZwveIy+
P/cfPPbb/v5jvunvPubLn/bIB99yaTDzYILWAejG3xOR/J6sDvYtJQ6V183stSyBxofJsnD82po1
0c4u7PZOVFT/Gfy4aylHfWI8CIeKMFnGSPCvle3uyMjQ9FeRfLIrwI4IIIAAAggggAACDQQyvq48
uMvEyHXZVk+c+xybYeO/wSGEXbbjyA0BBIoLtA5AF28AGSKwUIG8S4S8vRZKNFjtYAR5VOByVOLB
+pCA8DFjAAEEEEAAAQQQQCAhoKeL2As0m6nBwk2DC0ML85GEhsd2ZXo2d3pZamdRO/NOx/mKoT/5
xkyn463N2P4iPQIItBRYQwDanHDtJUQ1YmyNUft5c2aXzIOOleUXbUpP1MrZNCqTlqOEsuoJ2NcZ
ppTEB932wJaM2Ho17ypn/9hxvv3gB+6XMv057Tw4VGp30+CaG8GTsFMr/yQsOXX7x0LiZO6c84PH
nX/Rbw8SZ2sMVpisdr+QPwIIIIAAAggg0EBg8HcCgwkSC0BLNql22dmWKiLdFmdr4k8nPu60KFJb
Z3nF8z/tt4fOgo2STQ0GAEUggAACcoE1BKBNGMKEnIKhJROBcpKZzwmF63Wo4lRWdibOn6Y+Zy+N
9714OLUqkom8p0nZp0BshCQ+6E6Pqz6bWbVWwQPQlGgij/6MgHXMEUgPlaryOnN72ZO8D0XSJ+HY
qVufioOHQyIun8jNufC36RJ7ZSRr0CkUgQACCCCAAAII1BYw83l5YE9tFmrU7h3yRwABBHoTaB2A
DsYFiqCMjSXJw81+9ZyyJEX7xRXJpAgdmcwi4AyJWMjMeT691ywNmb1QO3xpgpKmVsHPpZY1/Tl9
2rRjo37ztUO9E6/J3x6ZVXmFp+5YXF64uz9lfvZxTgUQQAABBBBAAIGuBIJze3lSKNBVV1IZBBBA
oIFA6wC0HQrR8xYbNNIuwv+qftUKFCmuSCZVm0nmZQWc4JcTPSxb1kZysw2XGFu0w6n2aVM+VGI5
lB0AwXB/kSIyToPOJxOmGsH1N5yXCfNSlVH5jKpmlMIuCCCAAAIIIIAAAggggAACCCxFYIYAtH5j
L5yGVtDRKTHvq+Ly+hQprkgm8jqTEoHVCAwe4E6UsOqk3SKq00+b03Mo0pCxmZQ9DfqLaTj1mf75
hHFu/zI31pb0CCCAAAIIIIAAAggggAACCDQQaB2ADkZ5Ws6DbhyCKVJckUwaDCaKGCUwGCEN5pa3
16iKrT5xMD7Y8iw0Vnj6aXN6DrE6NxuQGadB02r5pwvTo8/BcPbYHic9AggggAACCCCAAAIIIIAA
AmsSaB2AVnZ2LEAeF5iO3ixQoqtapLgimUynI4cGAnbkK7hibzBCWjxe1qClBYtIQMkNC9anXlax
02a6mfYJpOqJ1888MVzHKuWdBu2Zzs7rTqwCxY+mli9wY1VJjwACCKxB4OynaLkhgAACCCCAAAII
9C/QOgBtr0Na/N1+mjtRtL2pVJ8VaWmRTEq1iHzKCqQ71xmTJpzHkHB6IQalkiU2le3K2rnlDRW7
VvWGjVllwl7SxI4+20XnTTMXnrrtFxTnxcUO0zu5ORF8Haq2b5pRCChMVnvAkD8CCCCAAAIIIIAA
AggggAACXQm0DkDrd/L2bTqHiYCYSIEdrXNCIbGizfPp+iTKMk0zOcRaWiST6W7kMLtA+lgYHKvO
QJq9OXNVIHE+kZxqFsE4ZajYJ0bhiW5sVwqr55wkbXnJWTFY+WDRfp/6ZZlnnAfp87Zfh2DNKzmP
7RfSI4AAAggggAACbQTUFxLsu7BQvYu+xR4nsrJ3EZa49GT+PIkLPWcSxeFPp7GJrxXmfeNw6ZjU
HwEEGgvMEIBu3MKxxQXO3BdPjc2K9AgggAACCCCAAAIIIIAAAgisVcBEgfd7NdXscHeiyWttePt2
DS4xl54U0r7ClIgAAgjYAgSg3fHgnLUlMygZUggggAACCCCAAAIIIIAAAghsU0DHnfXNfpynYQLZ
6d2FyfLq0NteiSXmhFXVXw0Pzow+6zWrC4U5kgwBBBAYI0AAeowWaRFAAAEEEEAAAQQQQAABBBBA
4GzdjGDEmWBmy9HR+Le1WjaNshBAYE0CBKDX1Ju0BQEEEEAAAQQQQAABBBBAAIGZBewY9NgVop3F
nWO7j01m8onRDBYUzEG4ly7USawj+P5i1v4zg79bE1seeuZxQPEIIIDAhQABaMYCAggggAACCCCA
AAIIIIAAAgiUFzCzpO0VouXFCHcfTKYSpCuQl0PGXvZi2XIHJ6U/69n+EWx/nQ29u78KB7Ons7uA
HRFAYKwAAeixYqRHAAEEEEAAAQQQQAABBBBAAIHWAtnrPk9fFSQvB8le5pcbtWZsYRNj7a8Hba/g
HFvruXVXUR4CCCBwowABaEYEAggggAACCCCAAAIIIIAAAgh0KjC4ekapeucVlLdXXp0nzlm2w9MT
s8qrP3shgMBmBQhAb7braTgCCCCAAAIIIIAAAggggAAC5QX0NN7pN2fKs7848vQi7BzM+hijplrn
7eWUm/jTbCJkXLa7yQ0BBFoKzBmA1svkO62ttHZ+sKyW0JSFgC9gj3bz2L688J9UW9N7bdDZAbEF
JOeTpZwcEm2RNNMZOWXHSaILEgU58vZoX0qnGNWynuSGAAIIIIAAAggsQsBZO8J6I1O4+kXWTR5b
p7wYet5eum7p8Hos+rygK+exXUB6BBBYk8BsAejguvjmlMq6RWsaZLQlLWB+L8L+aePBYyG41wap
bSjnvDFoqKOHi0BLtEXSTNNSM8YKNjzYBWPzd1qxiE6hkggggAACCCCAAAImclop+lx7ynOsB/Pe
JeTtpetgVosOLhsdiz779R9Mab9pshePZjAjgAACVQVmCEDHPqBzTpRlY9B2aK8qKJkjMF2g6rEw
vXq95eD/5oYdb724ntubJ62L44VFn/22CIeKMFlGz/oXuEWuYjljZ/QFuyCAAAIIIIAAAu0FzFIV
9jrI9voVZpa0CSVLfpfPNES4uzBZwicvh1F7+YnH9pf/XdizyPX5Ox0TaSlyQT62bqRHAAEE0gIz
BKDNzE36BoEtCwx+NB3Eydtrrc7BabajrrdGJV4rY/F2ET4uTkqGCCCAAAIIIIBAzwLpRZBjW504
tT0F2A5SS3Y/i8PecLdD2H5uQcy8HIR76RLtxKM61Pn+qxNUGfvtWGIyo/BJjAACRQRmCEAXqbfJ
JLiKqL/VTmYe20uO6l1im/yUJnGlTMoqkVu3AvaH2NZF0g3Tdf2gc3CvbtvYoGL+YejEQIOGDSpW
u4jYqiO1y/XHamzNjfQp2px4g2dg50wuPw/737PxXwJip25nXomkDrZ2bPdmPUJBCCCAAAIIIIBA
GwEz5ZkHeQIXF8DnSz+b5TvsueRtupJSEEAAgQYCiw9AZxupMEFsOVRnUzCliWdVzSS7dey4FAH7
w2c7hGd/kUq1xZmoG9trKa0uW8/EsawKSnwTbR3Tn9NDpSx1MDfDGAwQSypgcghOnU6cbGObEnH5
RG6JmSODJ3wTQNdHa+x1QaJBGgQQQAABBBBAYBECzsxf/hwU0N3q/KBi7M9RC5UsYsBQSQQQ2LjA
4gPQTqDB7k5/zqO9NRF78oN9g6PEj5sUyWSwXBIsV8AZM7GQmfN8eq/lakypuR2+VPk4U3GDocDY
dN0p1ai3b3BsmOLs2Kjf/IvL3MCc+oIVdr7EV5U3GKT22xKLywt3T798FKQjKwQQQAABBBBAAIGN
CCQWjNbTnwk6b2Qk0EwEtimw+AC03W0m6lE1/OGU6H/Xe+xIyp42OLYg0i9FwAl+JT5lWUqLZq+n
bbjE2KIdTrU/3JIPlVgOZbum3szfjPOk88mEHbJP5zZxhGRUtWwvkBsCCCCAAAIIIIBAnwKjFozu
swnUCgEEEMgTWFUA+uwzw8Mtz2LUXk5BeWHoIpmMqjaJEdiIwOAh6UQJm31qle3vzDLOyGd6DhmF
Tt+l7HnSX0zDqeHE6LN5GVqo9vT+IgcEEEAAAQQQQAABBBBAAAEEHIE1BKCD80OnBxEkY6VIiKFI
JpLakqYrgcEIabC2eXt11fDZK2OOODuy2eaDq7y2B4Pjoyo8PYdYzZsNyIzzZMZ3Yoq/cPT/wUbe
mGQvBBBAAAEEEEAAAQQQQAABBOQCHQWgg+ucjgqyxL5wLeeQpywSdimSibzOpOxZwI58yY+F4vGy
non8uiWg5IaLaLIdx7Qfp5tpn2FiORRpvp958NSdF43NO0/aM51VGyVFFz+aJIUW8ScTBBBAAAEE
EEAAAQQQQAABBHoW6CgArZjsVUrNnxK+YLBjVPBaUoqdxq5qdtiiSCZja076TgTSvR87FhgzTvcl
ThrZ55NORoipRt5QKX6+CrKYWeT2kib2udeufN45OdH82CbnnGyH6Z1dnAi+DlXbN91q4XEnTNbb
AKM+CCCAAAIIIIBAnoD66Tz963lbu6VnSDizQFY/KSF4/dznkKDj+uwXarURgTkD0CZy4QRKMr5q
bQIETsjG/tOeH+3ERySbdBH+jn5tg8mCNTF55jV5I2N0xc00/T7qWEjvtWKuWNNsECdNYlPskOwT
cMpQ0S2qOmyE1XPOovawl5w2g+fJYNH+AeWXZZ5xHsTakn7eGU6c0vs8jqgVAggggAACCCCAQEEB
E8+1r37zvr9YsFZkhQACfQrMGYDuU4RaIYAAAggggAACCCCAAAIIIIBAbYGe51AP1i04tdl5MjjT
qLZq4/ydWXpFSnei2GWD2nRckT4iEwTGChCAHitGegQQQAABBBBAAAEEEEAAAQQQQGC7ArGVSHU8
evULj2y342k5ArkCBKBz5dgPAQQQQAABBBBAAAEEEEAAAQQOAcfz9aD1A2dtaPOkvcmkcfY9C1/e
kJsBdnbXOTglyivgF2RXSReangfthFn9qGtwJq/96ykXpRye03Fbk0lsbWWTxsnHz9ZkWHDT2MGe
nsscbKMvEFOScAUrPEvHjaUjPQIrEyAAvbIOpTkIIIAAAggggAACCCCAAAIIzCCggqhq/uvZFNj7
YtA6qquftzfpx2aTqa6dyWAbnBJHVSBYoqltsG6D9UkkMFOGzbocfhjU2eSsrWxnrva1Ezt/6pSJ
EvM2TWm+v2+sDmZND+eHVZz1TPwmJ7im1Lxsx02pCfsisGgBAtCL7j4qjwACCCCAAAIIIIAAAggg
gEAXAiamnKiNCUPH0kgyMfs6iUftG8tESOmsNRFbkkKYm0pmL6Y8uJeTOLivfAXqREp5JoN1dhJM
zHkUl130vB03Von0CKxGgAD0arqShiCAAAIIIIAAAggggAACCCDQo0BwZYyWFZ29AmXDr0I6e40L
f5fg0hw6WWKTsGhJsnT1JDm0TzMxbt6+wpSIQCcCBKA76QiqgQACCCCAAAIIIIAAAggggMDaBJwp
z+lVles13qwBMjgFW14HM5d2+vRneaHylP7aEWZffzkLsx5IYlOiaGetZ0klE9WT7D4lTecdN6Vp
7ItAtwIEoLvtGiqGAAIIIIAAAggggAACCCCAwBoE7DWgZ2+P8xuJs9QnI2JbvJ7OIst2/olNOpmz
kMV2Qro9dFzxkUCGCDQQmDMAnThuSx3SpfJp0BMUsUEB5zd/Y8N17PObkkwbBn9VWfss7tteiQoL
2yJMljF+Es6J3JyBbX/Lb0Gn7gVVNaNn2QUBBBBAAAEEEJguUGrKc6mocal87DisCchO52qTQ8Fo
jD11Ol15k7JNG9Ol2D912EN9qAMCqxeYLQCdOPV0dVZa/QiggbMLmM+Wg4tJxQ4HDhO744KG/le6
DJq9SQejZx8Gkmu14O9lC9siTJbhEHQeS+pUL6Ma7IIAAggggAACCCDQp4D+YUB7CWbzU4H2pmDl
7QR5PzB4FhqOViAhNli3sdr2HGFz9RvLZFRiYSb2nOVE/vKi7bcnJqKdmBkd/OFEMw0lVr2zHjx0
YSJoLq/z2F5zSm/TcRmVZBcE+heYIQBd8KO2QV/h8vBMYRuUJMEsAsEoHsNV3hf2JY557Fw0OFdI
8sybpUxUWNgWYbKMFvlXYNm/Rm2XLjx1Z1SYXRBAAAEEEEAAAQRKCdiLKTsLKwf/DK7CYT8ZXJ05
lkBSomlpbAFoSSZ+4Nu5WE38Gdzkr24RvPqNTVSSl66Dp3Zx9r6x/J29Bi/v/Xz8QLMpNwFiytW9
5ijFWmF18Q0VCQ5yOV2Njit13JEPAgsVmCEA7Z9t/VPGQjWpNgJygcHPTs3rrpNn4giSl76OlAnD
YOx+8OJpHSyzt4Lw8exdQAUQQAABBBBAAIHaAmZG8xYe1MZcX/6881pfn9IiBCYKzBCAnlhjf3cz
IdR8d8OkceaKmgT28/a38ge/Nh4ryy9a1SFYnHneTqArPCqT4oxkOIuAPUicCgyOxlkq3GGhCcPg
YbWm8KgzfVv4qUbBTjQViA3X4Ek4NtSdE6xzJpefIf1vCTjn/OCYcc7YkpeP2OtRsKoF2ckKAQQQ
QAABBBCYXcCZU7zuP2fXpgIIIIDA0gXWEIA20VsTVwqGQkxoxklmPpqTh6VUVnYmzp+mPuqBPVnV
qVWRTJY+/qh/YoTo8QPRoID8KAtm1T5oO9iiUQmcEHD7MWNKzI66pk/CsVO3/nQheJpNxOUTuflf
HrQj4OnzufC0P6pnSYwAAggggAACCCCAAAIIIIDAOgTWE4AeG3aRh5v9nnbKkhTtF1ckk3WMwm22
wl9VygTU7AfbxBG2Om2oI4Y6Kyci6QcWhSXOkiwYTvWbEGuj3/zik+vtzwBqj17hqTsWlxfuvvSP
JWYZqBSKAAIIIIAAAggggAACCCCAQFBgPQFoYQdnz9ET5u8kK1JckUzy6s9eswgQ/GrDviBnO5xq
f3blNEESg9bfvagkbH81pGwRGadB5+MHO2Sfzm3iwMioalkrckMAAQQQQAABBBBAAAEEEECgK4EN
BaCdiW/+IqFlO6ZIcUUyKdsucmsm4ISxis9abdaQPguaGGRs3yhnlnFGBabnkFHo9F3Kngb9JTic
Gk4fGImlPKZrkAMCCDQWMK/FvAo3lqc4BBBAAAEEEEAAgTUJbCgArbutcQimSHFFMlnTqF1HWxIf
gQQDWPVmrS7XM/tjpOlBxpZowajHqPEwPYdYe7O7YCxgxmnQtFoeNio+MORFjwUhPQIItBGwX5Hb
lEgpCCCAAAIIIIAAAgisT2BDAehmgRI9SooUVyST9Y3aVbaoeORrlUrpRtmGwXWT7SdHBXBnx7Tj
mPbjRDOds1AshyJN8zMP8uZFY/NOg/ZMZ00x2NLix6Ck0MFakQABBBBAAAEEEOhcQF1n2feWtdXl
jroJdxEmkxdtX9PmXd/Ky/JTmi/0lIpUxIoYrGTxthfPcLAJJEAAgTyBDQWg7UVUnUCD83NVeZTO
Xoni5PkXyUReHClbCtC507XThs5x7YREzUWYfTU2vUo1cpjSTF2feoPNXvTZXPzZ1HbReUF/4anb
PqvHzvA+hRPBN1fkzqgQAgqT1Rgk5IkAAggggAACCMwioOO/6hdG9P3samp0UHiWmm+nUGdmxnYa
TksRQKArgTkD0CZy4YskNg0mtvd18gmubGACNJJCgxmaKgmLK5JJV8OIyuQJJAaknWFsZEpGbF7F
FrRX2tDe6hynzo55sdFmUBnNPHsncLg5p7gaw0ZYvWCV7OqNPZeaDE0FgrklKOxN/pBwIumJ4RQb
Xc1GCAUhgAACCCCAAALtBUz02boWal+LcSWaQPm43SKp86LtNS7IZ58ILGyUMFmid5yWTs+wyEgg
EwQQGBSYMwA9WLlZEvjzIvufIDkLFIUigAACCCCAAAIIIIAAAgggYAuUjfBiiwACCCCwDgEC0G4/
BifB8anaOoY7rUAAAQQQQAABBBBAAAEEECgiIFlzI7ZCtJk7bBLoKjl/2s/4m5xWSFajtucsx+rg
4wRzNstPx+ZB25Pb7DyD60H7TwZnwjkT5i7QzlfC9udBm18liU2RjmVo/5yJs28wq0SjBrOa0tJg
3fwMTTLmFxY59skEgQwBAtAZaOyCAAIIIIAAAggggAACCCCAwNYFLtZ7CwSOdexY3ZwVom8MxbqL
R9trSdspE5lcBGEHyop1lapkrNB0zqbtwUnf9srLg8v9qcRm0pu/ox1EPvM8v50JH4idZfdudLth
RT4HIVHW9JHtN0peeqxiiZbaGg6mKXewStNbTQ4IIBATIADN2EAAAQQQQAABBBBAAAEEEEAAgRwB
OzR8FgS8L5PB5ThMDFfv4/yZU5vx+8xSqFPNwQj1+GZN2kPXx565bLJzQt6JYnpr1NkAOw/HT9Jh
ZwQQyBIgAJ3Fxk4IIIAAAggggAACCCCAAAIIIHAhEJxHbC9e0YBqcJmO7DrUyzlYJclKEW1WCnXm
X2cDxnbsp6XFm0aGCCBgCxCAZjwggAACCCCAAAIIIIAAAggggEBhAX8JjsIFeNmZ6diDk6/H1qRe
zsGaOL9NNba2ZdNXjXR31dKybuSGAAIEoBkDCCCAAAIIIIAAAggggAACCCCQLxD78b38HIvuaS8G
UjTjG5YZKZtzMLfgUhgqZex3BYtUKbgKh3z9jbw6zNLSvKqyFwIIjBVgBvRYMdIjgAACCCCAAAII
IIAAAggggMBBwI7zminPs9OsPvrcTNj+3b+qhcaiz1ULJXMEEGgmMGcAOvh5nVkAqOzZp+png816
i4JWJmCP9sTSV7HRy6g+u94N3Mw4cbbZ46fSqabeEE1UWNgWYbKMJiScE7k5A9g+BBY0thdU1Yye
ZRcEEEAAAQQQQCAhYC/6bGZD2z/zph+b1ZPNnxmq9hLMwV+Sc8pSRZT6wblEzvYmp1FmBvHYy0V/
RycEbF82BzfJeRNlnQEGfrKv4O/4FW9pujlyFlIigEANgdkC0MH4svlCR+JHV2sokCcCMwqkF71K
fAtpxjr3VnTQ0D6fOKeUxZ1qEhUWtkWYLKNng85jP0F0qpdRDXZBAAEEEEAAAQQQmEUgvTiyvVUH
hXVU01mjOf2nSS/Zy5QY1LBzSOQW3BTMOVGc8ybFDhYHH5sKJ94hSjb5oXA7auws6Jx+N+qEmxPR
ZzvbYBGR7rihfDuNsKXC5sirNMtBRKEIbEFghgB0Yjrn2evK+YdsZWPQzulmC11LG1cgEPucZmx0
bwUUeU1wrrR0JibWqf8se6rJq2d6r0SFhW0RJsuovJOzfQ7PyM255p6SA/sigAACCCCAAAIIVBUw
U5JrP7i4hr9vJnXtEvPyr6pN5ggggMDSBWYIQJsPspZuR/0RmCLgR+6CufkfMnMEGaiEYTBGX/D7
YlO6fvX78oHf6ruYBiKAAAIIIIAAAs7E53p/aup6+ZfKmSGBAAIIIJAQmCEAHatNXswiuIqoHZ/S
cSg7mXlsr52kd4lt8lOaxJUyYdRuRMCMHz9gyjRn4RhIGNrHqckt71QjrEzjZLGlRZpVw1QgsVaM
vSn4DRiTwDkDO2dy+XnYL8V/CYiduu3h5Nc8WAdbO7Z7sx6hIAQQQAABBBBAAAEE+hQQzsHqs/LU
CgEEJgp0FIB2WlL73KTyN3EoJ3TibAqmNNWrmsnE3mX3/gXs6cx+CI8Zu5IeTBgmDnM7uKkeL5fa
CQG3b4gpcTA4G+tNe+Ulv/6Jk21sUyIun8gtsczc4AlfN02YTDKqSYMAAggggAACCCCgBZzlmGFZ
rsCaZgIttxeoOQJzCXQagJZHnxPrt6YzSYRpnE2SgI5/Ji2SyVzDgnIbCDhjJhgya1CNRReRNrTD
yrEThfxUMyNUemzYQU8TA3VqW3t02Z8BxOpQClB42RqLywt3X8TAKEVKPggggAACCCCAAAIIIIAA
AghUFegxAJ39zt/+HndVNZN59ow/u3pFMmnTXkppI5B9CLSp3mpKWZCzHU61P9xympD4QC6WQ9ne
NOFdfzr/xIIyzpP2xOrgKTdWyYkDI6OqE3HYHQEEEEAAAQQQQAABBBBAAIGeBboLQE985y+c3Ta9
S5yCdMRhbLZFMhlbKOmXIuCEsTIG2FJaOks9J55q2tfZmWWcUYHpOWQUOn2XsudJf5UMp4bTB0Zi
KY/pGuSAAAIIIIAAAggggAACCCCAwOIE+gpA573zD076y8tqbP8VCegUyWRszUk/u0DiQ4tgAEuy
FMzsjWpcgbwPflQl25wfSmkEP3sYNR6m5xBrS3YXjMXJOE9mfCem+MDgc6OxHU16BBBAYMUCarKK
M19FP+PcjUDs+RUT0bTFCfijemwTpufglFg2QzMlyH9gl+ts9TeNZSE9AgggsD6BjgLQ09/5x75w
XaPbioRdimRSo3Xk2V5g+vhvX+feSrQNg6se20+OCuDO3lI7jmk/TjRTx9mDQdjiUVG/ekHevHLz
zpP2TGfzkUO6H4sfg3ntnX2wUQEEEEAAgRoCia9K6h9YM3dduk5vPzn+y5Y12kGeCGxRwJke5H8/
7+xoPb85F+Fb9KLNCCCAQEigowD0xcWW++GipOOCwY6qASZ7QdXssEWRTCQ+pOlQgN6f3ilpQ3ur
vii0S0zPYphet4I5TGmmrka9wWauv42nQ20XnXdOTlQ+tsk5J/sfPJjaOhF884bBbo4csJ5zweFE
VggggAACjQWy52PaVy43XsU0bgHFIVBRQH/KMuXmHGLTMxxVGT8UkHfFO6pQEiOAAAJLFJgzAO18
chj8XFF++nZS+n+aZ4LlmjCNvWMipQ5J2DfT/ZK9nMQmnyWOIeqcLRAbQk6GzoiKjbTsaix6x7Rh
4gj1Tzg9O2Q005yj7JNbpVONsHrBKsnPvcHKB4v2Dxn7GWdUmE3B16DBc3X6haznQUXdEEAAAQTa
CDhTm02hZo6zX43gZOeJQbo2jaUUBBBwrngBQQABBBDQAnMGoOkDBBBAAAEEEEAAAQQQQGCzAvZC
z8FIdPYE6s2S0vAZBdILmquKmQSmkvYIz1gV3XxaY/JxDpmMKo0C1NPX8paMG1UQiRFAAIGlCxCA
XnoPUn8EEEAAAQQQQAABBBBYpEBilWcVODOLCbAA9CJ7d2OVHly4fHBIB9dD14qxzM03A4Irb0yv
0kXpqWVCzVeonTXcNtb/NBcBBBAYECAAzRBBAAEEEEAAAQQQQAABBJoKOPEyHUezA812ZM3Z1LSi
FIZAIYFRy8g4a9RUWtlZWKXBtfucleL4JepCQ4ZsEEBgVQIEoFfVnTQGAQQQQAABBBBAAAEdr0x/
n10rscIDowUBBHoTCK6Qnl6vppMmmF8HIQbdSY9QDQQQ6EeAAHQ/fUFNEEAAAQQQQAABBBAoI+B8
mT040Y+FHcpYkwsCCJQTiEWfVQmxn/QsVzg5IYAAAgjUEiAAXUuWfBFAAAEEEEAAAQQQ6ETAiekw
8Xn2fqELZu8CKtChQDD63GE9TZX4+cGee4e6IYBAVwIEoLvqDiqDAAIIIIAAAggggEB1ASYSVice
WYAdd3PWg15cSG5k00mOwLnAcoe6veCGfmx+mZDeRQABBBDQAgSgGQkIIIAAAggggAACCKxZYLlh
nRX3iokym6nQ9jIp9tazYNaKJWjaSgTSQ1reSGfxer2jk7n9IY1zsNgFlauSnuh8w+2iYodln9Vj
s+2sthyx8g4nJQIIbEVgzgB08Osq9km9ZScIvztjJ4s9blltylqNgD8CE8fCXIdJh9qBi8GzN9nB
5525CfZlYodNc6ok7PQZh43wLOpcoOfJy8vKyL9q5nZ9sgtydrRHcnaeGVCVdsloQsYuiconeCs1
mWwRQGAjAnrWuRMds5fqdhwSmzYiRjP7F3BGtbP0vKl/MJneam/yV653PpWxv7oR3NHJ0Pzpf+cj
UaUbD1L9s4KBWyKZv6n/rqSGCCCAQG2B2QLQdiTINFI/yU/H1u518u9NwD8cEscCh4nffc4loTmN
2M/bey3OUFjhGYdN8JTe24G2yvo4nb7KNs7YKHhnxKfoggJMfy6ISVYIIGC9eVdzPtZ2p38RQAAB
BCoJzBCAjs1UMm/zdFPNN1kqtdzJ1kS95cVl7CLPnJTbEUhEn/1jYd7DZLmdYrstzlBY4UQyYQ7Z
/Tsq+uz3RUa56z79Ds7nXVnzB9ubMULYBQEEEEAAAQRqCwQnLC/9ydpo5I8AAghsVmCGALSZk7hZ
dBqOgP/5ByYZAk5cNSMHdiklwFJ3pSTJBwEEEEAAAQQQQAABBBBAAIGVCcwQgI4JOlO65KElM3nK
XgdTleL8qcs1TwYXebTTxHIw9fcnbdmZr2yg0JxKAsGpo870f/tYyD5MKtW/h2wHjzv5yaSH5tSo
Q9VhM2r6c7p18pO5ffqN7SU556cHT96LSPCVyG54esKv8XTaZV6SnAfOy1aioOCrnt9Gv1zJS2f2
66/fXudFdjCBZFAlmpkG9LcOXkWMGjY1jnfyRMARYP2NZQwJ3U/cEEAAAQQQQACBlQp0FIB23nOq
P0dNqVNv+ezFo50/zXtIna1kmelgDulhIMx5pWOJZmUKBMe5/WPKwWPBBIlGHSaZVex7N447ef9U
GjbyQeh8mqJq7sevJSdzv8l55/zE4MnLMOOFw2mLwfQ/NvBX3oglHhwSpiNir4Z+Q+RWo+gk7fUH
yWADM170/Tz9umW4mUHOmUrYayRDAAEEEEAAAQQQQACB9Qn0GICWRIcTbxT1plhQTx4okadc37Cg
RW0EElEVO8wRDNLlHSZt2tWsFCce58wcdyJQzWrVc0HFh012ZDCh5Jx7hadiYTJ57+Rl6O/lDEs7
BC+vTOxFbVQOoxKPan5el6XrU0PSj+CPMpEkHuUmyZA0CCCAAAIIIIAAAggggMAKBHoMQGvWYCxp
urj95dnpuZEDAtkCiTiUsylxLFQ6TLIbxY6LECg1bNKxVP9k66ylYP+5CDdTyeAaC8tqwly1nYVu
lkJ94U6qMVfXU+6MAvoHwRK3wQQzVp6iEUAAAQQQQAABBNYh0FEA2nw3vJ6s/+XZemWRMwISASck
MTiftMFhIqk2aZYlUHXYxMawWXDAnx4b27QUVbv+khmvNSYIL8XKqedYOn93+5lBfGfKc9UDYbBH
JrZ9MH8SIIAAAggg0F5ArV7e+QLmGTW0Z1Hw+XH7QUWJCCCwVoGOAtBrJaZdCAQFgsGIwXgKmLbA
YDgpe7kDnCUCjGGlNPihkZEcHK4S8zWlkdM5rR4raQZqP3rZbe+nCdQEAQQQQACBdQs4EyZ47V53
d9M6BBBoINBRALrUQpkN1CgCgaoCiWOBwyQhLww3L84wXWETjOt82MR6p9R6IFUPyVjm8rci5rOl
uT5kkle1jWR2fUZJCkPV2ZXJs2pcXF4l2QsBBBBAAAEEjMCir1fpRwQQQKATgY4C0ErEnNmFgaSx
iHb+qojiLyT2N3TmijKMNSF9nwKJY6H2YdInSLBWzhFtziGDTVicobDCDBun6wdHyNiT9mCGg2NP
ksDpR8kugweI85I0qiGjEsdqm8ikVHv9ooWFyl+v8yjy9srud3ZEQCQw13fm5ypXhEIiBBBAAAEE
EEAAgVoCcwag1Vsy/12ffjK4KfG21s7H2Tf4p3nSf6BjWLEM7U3+44zK1+pY8l2agD/mE8OJkWa6
16aInU9isbmxp5p5x1Ss09OnOLvOtYdN+ryd2Bo8D+edimN7xfo6aCJ/EZG/9CQGYXp8+i1ynhHW
Vi4T7KnYgSYpXXK02h2UzjNbMnGOTZCmz8zyAZA+U817bqH0NQsQ7V1z79I2BHoU0Asum7upolmI
2d9kNyOWLLhXrCyVYbAOuqDEXj2CUicEEEBgRQJzBqBXxEhTEEAAAQQQiApU+lrPBsWR3GCn02QE
EEAAgUUI6M+89vvzu472OvFlvdXflEimMvH3SpTlbzKZD9Yw5szlxyJGIJVEAIHOBQhAd95BVA8B
BBBAAAEEEEAAAQQQQACBZQvo0PPgzUkm3Gsw27EJzEJtRJ/H0pEeAQQQCAoQgGZgIIAAAgggUFGA
9y2lcJEsJUk+CCCAAAIIbFYgvQyIYWH5rM2OEBqOAAKVBAhAV4IlWwQQQACBfgXSK1aXrXfLssrW
vLfckOytR6gPAggggAACixMwi4SYlT0W1wQqjAACCCxRgAD0EnuNOiOAAAIIIIAAAggggAACCCCA
QL4Av9Wab8eeCCCAwEgBAtAjwUiOAAIIIIAAAggggMDiBAi0LK7LqDACCNQU4KRYU5e8EUAAAVeA
ADRjAgEEEEAAAQQQQAABBBBAAAEE8gX0rwXaKyzX+/3ARFn+JtOkljXMd2RPBBBAYKUCBKBX2rE0
CwEEEEAAAQQQQAABBBBAAIFqAs4yyrHllYPJ/EqlkwnLUtk61bDj4JIFoPnNiWrjhYwRQGDTAnMG
oNXP2etftA/e0luLd5qwODtZ7HHxupHhFgT8EaifCY7MxKYtWDlttDWcU8qaDIWdPmOThWdR1X2x
gS0fvfKy5HmalFUzt+uTUVBil4zcxuIkXvXsPm1Qk7E1H5s+owkZuyRq5eQ2/ZAZK0B6BBBAAAEE
BgXMZOelPxhsKQkQQAABBKYLzBaAduJEfkRpetvIAYGlCPiHg37GfPxuJ0hsWkp7C9bT1lBcOrip
81+TobDTZ2xy+pResMfJqkMBZ+B1WMNFVwneRXcflUcAAQRWLOBPNF7oMyvuI5qGAAII9CMwQwB6
cJbQLIGMjC/aZOzST8dTk34EEtFnXUk7rmoiEf6mflrUuCbaxwaxo88rMBR2eiKZMIfsjht10rYr
M2pHu3qcfrM7q9SOK+uCwSuTUm7kgwACCCCAAAIIIIAAAghsUGCGALR+12rHjHz39NYN9hNNXrcA
Az6vf4PhSzDzMCfuBftEQHZHAAEEEEAAAQQQQAABBBBAYK0CMwSg05QZE+LMxCVnkcTgmonmyeAC
i7pusQydmvsTpuzM1zpiaFdZgUQI1V9KomzRa8rNP9idT7nsWbeJTWsysdsy+JnflIZnnLRjxclP
5vbpN33GTp/z0yftvBeR4CuR3WTJZNtYtU0+wbr5pfjJHC77VW+wvcFW2GcqfzAkXmrNq+3ESsqH
TazERBOq9mYax3SNc2Uid3O6Y3BQTTkPsC8CCCCAAAIIIIAAAgggkBDoLgCt6po3k069s7IXzHX+
tN/I2VOwE6GTYA7pwSTMmRGJgBMc9EHMsht25BS3oED6UDUhHv/Ekti0burig0p+0raLdtbsNuaS
k7nfQXnn/MRJOy/DjBeOYFv0S6H9omYnGyzFOMtzCBbn5xM7WZkKy4+dUpU0r+/Z1wBmAPufTsUA
CzZz8LpCJ3BqMnZ4DGrLW0RKBBBAAAEEEEAAAQQQQGCsQF8B6EQ4eLBhTgQkGBAZNQ1QHlIZrBsJ
EAgKpD//8CMOMAYF7OCRSuCoJuJH00NLS+yRstHnKSftmJ7kZO7vW/yMnZehv5cTZy/in1c3G216
Dg0G/6hK5g2bdCtq9Oao65A85FFueUWwFwIIIIAAAggggAACCCAwSqCjAHSRt+WDjbe/gjqYmAQI
1BNIDHhnkxPAqlelFeecMNwUb9nTbDo3/2RrotVmkx5yNaLYVQezU/+qZanMG4Qsazehq/wbd58Z
5OYrFzNqzNL2GdtL0QgggAACzQR2O3VFd99dWK7e5eK1Mvw4kZW9u7DE2ZPxWjx7F1ABBBCYS6Cj
AHTwTVrZwITk28Rz9QTlblNg6ZG4bnstEevpIQw0i1vZ6LNpQmwMmyUC/KmpsU2zsGQUatdfMtu0
xuTcjGqzixYY232O29jedD4/mPf8M7HtDCEERgiYkNKIfUiKAAKLFDBR4P1evcge7uq2xNDwIvWp
NAIIILAcgY4C0MH3RZL39svRpqYI3CfAgGc0tBSoEX1mDJ+9v7qYtzPUndmRx+wdh2rE9hHd52CN
7RRzsPSDLh+6/dSZmiCAAAIIdCug4876Zj/Oq7AJZKd3FybLq0ONvewLcl6IawiTJwII9CzQUQC6
ZybqhkBLgcSisTXWk23ZtLJl5UEtzjBdYRMISySrEX0e25WxOix6CRT5OwfzYeqWP1WVc40dXXnp
s+szqjeFoersyjRue15x7NWvgPgjtH6bQM0QQGBWAX0W8SPO02PQszaLwhFAAAEEygtsKwBtIh36
DWHxwIf9VfQtRxnKj9Pt5WiP1bOruvsmFSQ2bc/pXMYJwmqHNRkKOz2dzJygtrP2nHPOdw4l9efY
k/ZghkWOwemljMohkdjfNLaBdg7Oy2KpSsqrJGypPENJSmGh8muGUW6mhnl7SRpImqYCxIubclMY
AghMErBj0GNXiHZW8IjtPjaZySfWMKcg+6SbaMLY1gVLN29nhB9dT+obdkYAAQTmEJgzAK3eDiXe
caW32lZOSsmfJo3/QEconHif+dPe5D/Wz8hrPkePU2anAv6wSQwnRpp/Bgged2syjLUleL5KPFlv
8GSf0oPn4bxTcWyv2Jk5qCF/EYm9UvjVCJ53EmJ2xYSlpDvdDkTaGernY8X5mwZfDRNdIO+dwcNZ
aCIv0W5peuzFXkIyejNRqJ1b+tVhLAVXKZ1eBFAtBBBAYL0CZpa0vUK0vLnC3QeTqQTpCvg5mEom
Mh8s18rkMF1cv3Drf/3vP+lJcv6lmpyLlAgggEC3AnMGoLtFoWIIIIAAAggUFOhhFZSCzdl4VvTm
mgaA/dWQNbWrcFsSM69nnJQ9Y9GFfckOAQRGCGSv+zxlVRB5ofKUwTYTeh4xFEiKAAJLEyAAvbQe
o74IIIAAAggggAACkwXMZwmxmWiTS1h+Bh2Gnok7L39Y0QIEMgQGV8/IyHPULvY6G/6Og9Uzk52d
pfAa/wjEqCaTGAEEECgrQAC6rCe5IYAAAgggcIMAE2bXNCDozdX0ptOV24pBzxLDnaXQ1YxXGoLA
AgVKHfTOnGJn3ec2MInVOUZVL7HoWZuGUAoCCCAwowAB6BnxKRoBBBBAYB6BluvrtSxrHs0tlUpv
bqm3K7e1VGzGr2aRnItkUoTQr0k/dSvSQJXJ+lpUSoZ8uhfQ61o0OEx1nHfKMhpVLTuvXtW2kzkC
CCAgFCAALYQiGQIIIIAAAggggAACCCCAAAIIuAJ2DLrsRyqzTHmWd7CkerGvT23ryzdyU1IigMBK
BQhAr7RjaRYCCCCAAAIIIIAAAggggAACNQXMxGR7HWR7trKZJW1itaMmMgt3FyZLSPg5mMTOJnve
9/Rya3YOeSOAAAIdCRCA7qgzqAoCCCCAAAIIIIDAvALmF6KcB6pWsU05z2fkJtzFJHPS28/rx4kM
7QTBZOkc1NZg6cIm2KBOQSZnv4icbuhjnzW1pQ9RapEnMOXca9agCC6UEdvqxKlNYNrJRLK7qvyo
ZMHG2jk4CZxNfs0Tq3Ak1u8ym1jja8rwY18EEFiEAAHoRXQTlUQAAQQQQAABBBBoIeD8SFSRP88i
IwM3SRr9fe2hnERphFkJk0lq1T6r9iUWdKDyZpxLVCVphKTCZAVLtLPSj4OZFywxdg4Ze4Y1U55X
+UBrZDdtLCbpEUAAgdULzBmA1h/M2sTBj2qb9YFdn9jjZpWhoK0J+EPOPxyMyY0Tg7ZGFW2v3HDe
U01ehyU6XTgehMkyqudPEpRk4rwEmEzOrvXdVwdJhrOkWVBVZ/GhUAQQQAABBBAQCqiLChN9dt4m
C3NonMyZcbz0P7WeM5E5u1GN+4LiEEAAgf4FZgtAJ15TnY9k+0ekhghMFHAOB39Wgp2/Tmy+pbWI
y9OJPpLdRxleXF/eIC0pZa40iU4XjgdhsowG2jmbn1IZOyyd6mVUg10QQAABBBBAAIHlCpjos7lM
HXs1tdy2d1JzVnPupCOoBgIIrFWgcAA6OK8wOM2tc1DWYOq8g9ZUvcGLSxObU622H+swtHlyTSZj
2zLKcGzms6dPdLpwPAiTZbTUydmMyYys7F04A08EZHcE2gs84JbbHnjbnYf7LQ96wAPv+KAH3K7u
97//LTff74E333x/db906X6XLt2s78fHl3e7S+bevrb+C6h/NmtfK/2aPniTJJOkKXXG1hUuWGLB
rAYxqbzz4isRE3ZQwawkJUrSyAdq+8o70WczMu1LXGEbJZUnTUwgvZI1bggggMCaBNpfvRcOQOvX
9fT8TXs9L7vzerj0X9Ngoi0LEuCCcnpnyQ051UzXTudA+Li2MPkj0KGAiim//U9OXv/7J69909VX
/9a96v6q19/7y//lcP+P//kD6v6Lv3mPuv/Caz/wit+4V91/7tc/8FO/9v63vP2qast73n99lhY5
X9qQv47MUlsKRQCBtQoEo8/BGPRaBWgXAggggEB7gfZX7+UD0EZtcE5i0NeeQy3sADPD2p5q7czF
tmsV2+REw536Z1RMWH+SbVlg8DAhWjo4PPIM13FEO1Pg24+WwTU3JN+AMT0YPJmrAZA4aQc3OYWa
HPRYkr862ENL8sKRrurgSCYBAksXuOs9Rw964PEdt12+4/bD/UF33Hzn7ZcP99vur+4Pvu1+6v6g
224+JLjt8u233O/WD7r5LW87BKD/dKYAtCranjOxdH/qjwACSxRIRJ91c9RpavBad4kNp84IIIAA
ArMLNL56rxiAzqO050ePeq3VL952OCaRVUYpGbvkCbDX1gSYcjW9xzMMV3NEzz6Dz+CbEO3YDjU5
BKdOm6i6c4bX0V47fmQ/Yx4Hnwz2vvPdHbsViTpkJBvrQ3oEliJw9crJletHpyenJye7w/3a0dXr
O3W/drI/3K8f7ifX1KYjdb9+osIqR7ubDkfxu9+n/uCGAAIIbE5gMPqsRYhBb25k0GAEEECgiUDj
q/cqAejYLLY0oBN6cGb2DeJnRKAG8yQBAlUFBj9iaT+htWp7a2SeYTjxVFOjFYPnRpXAniZsp7dj
o3YyO01wonTBhtjx3FgdShUnXN8jFpcX7s6hV6q/yGdTAlevn169dnrlZHf9ZK/uKuh8flMPTvZX
rh2p+weu7a6c3U9Od0e7o2MVhD46et8911YPtejLVCo/1/hEft3y+mLD+YpV7E/59VXjYaMa4d/n
6rga5frfq3NKKfityvRgqNE68kQAgY0LNL56rxKANu/whW/1K3V59nS8SvUhWwSCcUNYsgW2EyW0
w6n2+wpHIPG5XSyHbPzgjv4k5VL5Z5zP7YnVzqGXzm3iuMqoaikl8kFgXgE12fn69cPsZhVcVvf9
6V7fVaBZ3c+fPDxxqu7qCD3dn1+F3nNF9ON787aO0hFAAIGyAs5XryR/lq1Awdzs3+47i5UXzHvO
rOQzXcZOnktcSNshFHtUzAlB2QggsFKBxlfvVQLQnXRN4vvUndSQaiDgxKoGr3IQ8wU2YujMMs4Y
CdNzyCh0+i7OB5mD81DSJfqLaTjpJ0afVW689EzvdHJAAAEEEEAAgYUKqGD0CmLQkgtO+USQhXYl
1UYAAQTKClQMQI/9+o/kLJ/deOJ62XTsWEkgGKVKTG6tVI1FZ5tnWPVUU8MzePoadYKdnkOsXc0w
M6LnsUVLEn00PfocDGfXGBXkiUCHAmpK88npkVptQ992xzt9f++9x+p+PvH5aH96tFP3vfqw5mz9
DXVT63V02ByqhAACCCCwWYGMK8/NWtFwBBBYrkDjq/fyAejg0kUZ/VEwEED0OcOfXfoUcL7eVfAw
6bO9DWq1CEP7JGY/To8HOzocy6GIsJ95MD6edyrOi3HbM51VGyVFFx8JkkKL+JMJAp0IqEWf1U8L
qqU29Iqg3/Hd333vtb2633z5VN1Pdkf/8l9+j/p3r340Wq3PcViY4+h0f/j38IOEa7z5py/7IrnP
Fidq2HPlg68US2nLYOWdV5NOOiKPt//KmwOz2+N3cfL6JeHsYuy+pTmcZaPt82HGJjvnYEHy0ked
meXvy8xwMt2nC3L+lJTuBFv8EeuUZUqRZE4aBBDYmkDjq/fCAejE2lWDHWkvUToxEDCYlX2uF04k
zNhlsMkkQCBDwB7eanfhAM4oaK27DJ4femt4usKS8VCvyWZ9jNgZ0i46b6wmKh/b5LyC2G8PnF2c
dw72OwH7nacQUJistwFGfRCoIfC87/4ule33Pv97TOY/9ILDY/3vFm7+R1AZH4w1hkrUsOfKBz/t
W0pbBisfi3D5r18tR0sebyejSFKNbo/fRcjrcLNeiMPc1JN6neiza63zBM4z2ZsGB7+w9MF8/ASS
63ALQX0Ae7iZC077T0np9gAIngRUApOnztB/RlIQaRBAYIMCDa7eCwegR3WSc3I8e6G64SbMzc9n
MCu7GFOKnY//OLiLsIYkQ2BQIHY4BHdkNCZY7E3Bk8Pg+WGws9onSJ8bY+MhcR4r2wRh9Yy8Lj12
ynU2pfsrWHT6aHK4TGInKyeTWBuFycqCkxsCfQocDofDQhuH27d83dfrSuoYtIlEf9lXnD+vJkGr
ec9mFY4+W5Rdq0T0ypwA1YNg8DG70Ik7Jj66S2yaWOjE3f05qjrDRbQlVnl7hDiPO+mIPN7+K29G
Y7fHb8/y9rTlsys39+D2n5Ec/iZC7SdObAomlhSXkUbyeYbJVoeMY39mlB5qqUvvFFqkFDJBAIHV
CDS+ep8zAL2aPqMhCCCAAAIIIIAAArbA1371DTFotclEn7cAxXv+Br1sPhpsUFbxImKVD34swXAq
7p/OEPCx4DocbO6S3U3M2k+ct0lSqEmTKEKeTycfq8grTEoEEEAgLVD76p0ANCMQAQQQQAABBBBA
YKqAWv35ZH/f/dLx7hu/9htMpv/4q7/+fpeP1N3cVLDi+unhr5XNg+5qXrO8U3XEzVTeCazI8+kh
Zez7Tz3UTV4HPUW6w+G0aN7ByncIft8586z2wSG0xOM3GLN25jXbizsnNskPKwtzdMQ8oxR2QQAB
BDoXaHz1TgC68/FA9RBAAAEEEEAAgaUK6Bj011mR6KW2ZEy9Fzp90sSwFh199jtqic2xl23tOSRq
PrRY6JgPjo2ltCU2/XaZA/6GAzcxk3rUJGvhaVuvSc0NAQQQQEAL1Lt631wAevBzb8YcAggggAAC
CCCAwFiBk/3RiZrRrN7JX9xPj3bqrqPPJ7udur//+tH13cX99Oh0v7YL0c5jhek+HbWY6djhMVf6
JQbjlJWJgTozW+dijJW7UF7dHL/yCzp+Y5U3b3UX1Zb7xpc95dkZdYlNdsqx0eSx6fXIsf3X8cWR
3s4t1AcBBNoINL56X9t1f5tOohQEEEAAAQQQQAABW+C6Ci6fHJ2cHJ2e7NRdXdHai4LqlJcv7XbH
h/vhend/pELQazJcUzCu87incNgsukeEbZwx2aJ5EwHcGUmFRQ9WvvPjV68jYq/CbFYWmb5p8NcO
E0UI/e1kjb84Yhe36AMwg5pdEECghkDjq3cC0DU6kTwRQAABBBBAAAEEtihwvnDvxbS6Bc1DXFlv
EZ2p2qGL5k1Uvv/jtzd5Z2lmf9QFEyR+tHDiJlUBu8SxpYfq7y697Xyj2vygaGLxluAupqzgV7Rj
39u2i7NL9NPzze+q50AyRwCBDAEC0Blo7IIAAggggAACCCBwg4B6r6tmQKv76f5U3Q9TKvT99HDX
U573p3t9V1OfD++cT1ZlGIwLLGU92VX1RGh1hZU1cN7m9BYDHaURq/wijt/e5M0s5hU8GDWKSIwA
AgisQ6Dx1TsB6HUMG1qBAAIIIIAAAgjMKXB6enpyenLtdH/t+uF++OPspsPQ+6t7dVcPTq+fHu7q
V7cPcejDN7F3h0WjV35zvhHfWxRJ6Sdq2H/lndGT4O2/Lf13RB5vJ/J5h17/lZ9r2DizlRf958pf
hGgeAgggEBJofPU+ZwDarN9vO5jvPQW31hszwuLsZLHH9SpJzisW8Edg4liwN63YZGzT0oYmNwfW
+a7l2EKbpRd2+mAy4blO2K4gpn9KF+ZWNVnZhgeHU6z+g0qJhnf1QiM0jCUT7j5xGFQtpWrmZQ8c
p6r1TnR2Qf/joy8fXbt3f+2ek2tX9P302lV131+9R91Prl1V9921q8cn19T90snV4+vXHv/IS6rh
tz3wpon9vojdGy8VmmGSqGH/lffb6597dZr+27KIjsjg7Uc+VvnEUdN/5RcxbDLOS+yCAAIIIFBP
oPHV++7ud74x2Jg7H/LYd931JrPplb/yqmc881kvf+kLX/2a1z7/+180vf3682dzFagfOx9KO39O
LzT9Jt+pTDCxXaXY46r1JPNVCviHQ+JYYOAljk37KJZDtTzV5A1gYVsGkwVPvHlVCp605z2NpxtS
o5cHwWNKcnNhEfIMs1PKB49K6a85IN89u4bTtQeLrjGKBi82Bms1mEPVauvM3/2uP/rttx9/8hMe
llHbn3z1H3/q449uOj657Y5HqCtP+/rTXHyqS1AWssiwZRcEEEBglEDwJMzpd5QhiRFAAIFFCPzJ
u/944tX76fX36uv2YPQ4GGqeIQBt3oXqXrFf0vx3rcH3sTN2Z+xdXNV3dzO2l6IbCNhHhDkcYseC
P9IYe6qPfEM5VP+AwrakkyVOvFMGeVCvf9IpTTb7CvvFjM+892+dYAZPU4NxT8fKf9Ev0hEtM2nW
HdMLavbRhQlA7y/d9kv/5d13vefe931gf+3kmuqXq9fVZxGn6sGptcKGPZYuXzp+8C33e+ZTPvT4
2rsJQLccyZSFAAIIBAUIQDMwEEAAgY0IqAD0xKv3RgHoZ3/rczfSJTQTAQQQQAABBBBAIC2gLkAn
El2++QHMgJ5oyO4IIIDARIFgAFp9x2VituyOAAIIINCbwPSrd9WiFjOgv/f5/8fx8eVsPhVov/2O
Pzclh+yi2REBBBBAAAEEViDwole85XM/+aE3H11ZQVtmb8IDbrltylWZuq6bfglLAHr2YUAFEEAA
gWAA+kQt2c97fwYHAgggMIdA7C1PD1fvjQLQag3ot//JyV3vObp65eTqVfVL5od+ODk9Oj37oqW+
qd82V/+qbxyfnh5+51Btun66/+gPv/zoD7n599/21g97xCN1Dm//71dUykuL+u2ZvK9RzzFWF1mm
HjlLuTF06/XUskaCcmAwMBi0wLJGgn6lrtd3xXPW1wyPftjxRz78fj/4U2/+oqfcWbyIDWb4wNvu
nHhdd+v97pnoRgB6IiC7I4AAAtMFYktwTHyNmPe9/7Kuc0Z1YuO3Sy0vcRv3GpKjBl4iMZIFJdNv
eXq4eleNbTEDWgWgX//7Jw964PGV60dXr52e7M9izScq1nz2QP13EYBWcWc9BE9OzlJeu/LpT7rl
dW/8vSc+7iN0Dm+/+0Tt3vJcNn1A7E+X9F59ensb56CH01JuDN16PbWskbC4sOOyzmPLGgzLOi0c
XrUX9aKmrxne/e73f+aTb/uOl7zhq576IfXOQtvJWV3CTryue8SDD4s+T7kRgJ6ix74IIIBAEYFY
AHria8S87/2XdZ0zqh8bXyG3vMRt3GtIjhp4qQB022DOusdk+i1PD1fvGQHow/TkjJua+6yizyq6
fHKyU780o+7qp2aunaifndlfu3Z2v364n1zbqdCzul8/OUSmdzed/VT6+9Qfh9nTKoej46ObdmqQ
qt9QX8xd1Zl7PQE1HhZ0X9C4VVWt12s1cl7QMNBVZTDUGAY6z2UNhmWNhCWeGQ7CZ5cTV6+p09ox
9wICF1dlU67rMi4m2QUBBBBAYBECi37vX+8CdfacG18ht7zEbWyLZClwJAtKDrzlWebVe24A+vqp
mtF85WR3XQedT9SXJPZqErS6X726U/cr147U/QPX1IPD/TAP+hD+Oswdft89Z7+NfvWQg/pldHVT
/1vQ/VBn7vUEFnEVdlHJBY3bw8FWr9dq5LyokcB5rO7oWtRgWNZpYYlnBlXnwyXF2TeudtxKCByu
yiZf1y3qMKWyCCCAAAIjBKa/Rsz43r/uNWqNN0HyPEf0YYGkLS9xW/daAZ4RWSA5AiuZdN2S6bc8
C716zwxAJ4bBP/uB7y41nsgHAQQQQAABBBCICZSIvpJHauWrf/q939Pz8NPfnpPfxqaX51wppaTC
zlcIhTVxcjaZqN0lhQpLqZ1sQVWtTUH+CMwlwHv/ueQpFwEEtiPgv11JtL3nq/fMALRacOP69cPa
Gmpqs1qgR9/VhCTdVPU6pJ4/bDo8faruZw/Oy7rnymEetPrpQrXUzunR8cnR7vTkeEn3o2NVbe6V
BNR4WNB9SeNWHWWLGrcLGga6qgyGegNsWYNhYSNhgWcGJbydy81mLQ1e15mLuitnF3Xp67pmVXUK
WtSPaI5GGmydjr+rZPqeFz62MxldRXZAAIENCCz7vf+i3gGNupxufIXc9BK3ba8hOWrgJRIjWVBy
8C3PEq/eM9/FqXDyyenhhwfVbXe80/d/+s/Op8n8o3/09edxZ/XjRiouc7TTF8b61Vmt2rGBl2ma
iAACowUe98jDO2n97+MfeTg76X+5IYAAAkGB3fFN3KcLHCKYoeu6/+0rvlGz/4sXfFeH13Wj5j7r
hpgo7bIOqFhLTeDYNGcwYC1p+EKVJE0jDQII5Anw3j/Pjb16FuCNZ8+9Q90cAf9qf6FX78WCO9/x
3ecrb6joM8MFAQQQyBP4tTcf1ojX/77mzeqHSs//zcuNvRBAYN0CF5+Am4/CeZAjkBgkJgb9L/9l
j2txFIm3dn6MjG0j4ePOO5TqIbAOAd77r6MfN94K3nhufAAsqPn+W56FXr1nBqDVrw5eP1t/Q/8W
qnkF+tqv/vr733yk7ie78/tercOhVuk4+72g0/3hX7WjuukJ1IfJ0PvD4yXdVYW5VxM4TJRfzn1J
4/aw6E3v9+hpdAlDgsFQb4At6JywvFe0JZwZ7KGlhe+77W464j5d4OjIua5Tl3b3XtvffPlU3dWl
nQZXMWh1dRe7rmt8Ee9MCg6uaGyqZLbayZwn7Qxjm+yFkp3M/U1FMrFL8YUH19xIs+gMTcODSjqB
fberEdzkr8vss8e4YmUJ17kWJms8VikOgRUILPu9f/fvgLIvoRtfITd9s1O/12Z847kySedCveWw
XLfkwFueBV69q4MuMwDtHK7P/obzL2l+7/N7nCCzgld9moAAAggggAACCLQXMJd2X/YVK/yKmwpZ
2qsnO9FVZ2FlP2VwCebimSQ63cyPDgbHJaPF5BCcOp1oYGyTCYvbAW77SWfFap3MPOlXYxDZKSjW
oRIN0iCAgESA9/4SJdIggAACcwl0e/WeGYA+rP18WA7wcLvn2uFuJsioph6+Nn/jTc2XUfOezTLQ
auPZ3ocfMFTPnx6dLuhufnSRBzUE1HhY0H1B41ZVtUZ/lc0zdoJexJBgMJQdDHZuixgAppLLGgmL
ODM4g+FQ54tflTg+3nGfLqDOverbaequ5riZ+6WzL/uZ69d//NVff7/LR+p+Hi7c7a8f7a+prrjx
6m6u62wn6OmEgHV8M3hLLHDhbJIsheEHT4tkkla147kqZWzB6CJdI1zfw5manY5x+xXz17YuUnky
QQCBbIFFv/evd4E6e86Nr5BbXuI2sJ3xjefKJGd817ZuyfRbnoVevWcGoIOHq4lBfz/zoLNf3tkR
AQQQQAABBKQCamkv7tMFwtz/7HvPf95DRZ+lHdJBOntNiTbVyZ597ATK/cUrRtW/3szfjAbaQedg
M2OB8onR54yqjkImMQIIGAHe+zMYEEAAgVYC/tX+Iq/eMwPQV0926n5ydLhfuulwPz7MwNl93dd+
g2L4qq/5hks379T9+u7I3NU0masnh+LsedCteotyEEBgAQJv+G+HtV3P//2Ds8dn/3JDAAEEEKgq
cFi/T51urYtb9esd5qJut9udnN3ff/2+67rrh4kZmZeRVdtyuNRU15qRKc9li3YKyosgF8mkbLtM
bmXr5i+m4VR7YvTZdL0zK7wSDtkisB0B3vtvp6+301LeeG6nr9fa0iVeve/ufucbg/1x50Me+667
3mQ2vfJXXvWMZz7r5S994atf89rnf/+L/t1/uudBt958Sf32z9Fuf3x+ja8jy9fP/lKB6cO/+yP1
/uTw5Ml+f31/0+mVp338LS9+xW990Wd99C/+5j0Pvu1+f3rv/rAM9dnPEi7mdmgZt2oCnb6ZjbSX
oVttIBRaoL5e/bycGQz1sDkt1LNVOS/rRe3smuHKvVc+5+Mf8OwXv+E5X/CYqjYbyfzSpZsnXtc9
9eNunmh1+eYH3HbHI9SVp339aS4+1SWo+gK4XUQwUmkm1TorctgLJatMnPWIdbZ2hk7m6T9jtSqS
iV83IcKoNtZroK5t0N8x9/80LU1UL9FrOsM2n0NMHPzsjkA/AsGTsDr9TnyNmPm9/7Kuc0aNhsZX
yC3f7DTuNSRHDbxEYiQLSibf8vRw9a7aqq/bg9HjYKi58QAp1RvkgwACCCCAAAJbF5i+/DE5KIGV
DaPY4g81mpk35dmpycRM7LUsEjOI89aGzqubPdPZRJbT/tPnPvuqNXqcPBFAAAEEEEAAgcYC/huW
xhUoVVzmDOif+NUP3PbA+6kZ0Dcd70/2529d9FTo07OJi+qnadS/aj1yPQP65OTo9OT00vWrT/vE
8xnQP/frH7j9lvu979pefaPz0qK+ZK9+ULGUPvn4Amo8LIiFoVuvs5Y1EpQDg4HBoAWWNRIOr9SL
elHT1wxXr9zztCff8px/8zvf9veZAV3gyFOoE6/r2s+AVs0Ozm91nvT/PIz5s+s44bzadEqz1XRD
3mxf59rHmbebnsk7uK+um8ozNl9YMlnbb2Cs7X4o2S/Xr1Lw6s/BFCIHq1rgOCELBDYgEJsBPfE1
Qs2AnvG9/7Kuc0aNssZvl1pe4jbuNSRHDbxEYiQLSqbf8vRw9a4a22gG9OmpiiefqGWdr13fq0eH
P05OrquVAa8fnVxXj072V/fqrv48vX56uJ+c7lQ0+iwqrVbtUP9eV0tCXztVTxyfnh4fqUUEF3M/
NIJ7NYHDeFjQfTnjVh1iyxq3SxoGesQyGDgtLHAkLPLMoCJp6oLi6Oh+N5W6xiOfo+nXdbMg+lFL
J3Tr/2nPj7a32osdOwsfS/70Fx2W7GWHSk0OfvQ5bWvv6K84YVcs1kZJVYOrKgeLdnLTsW+H3Tzj
PIi1Jf28hHGW8UmhCKxGYPprxIzv/Zf1DmhUbVu/XWr4ZmeUw/TESE431DkgWVJy6C3P9DNz+xep
zBnQ//UPr/zXt13Z3XT4Zt59l31n8WV9u7Y/f1+og87qvaK6P/5Rlx7z8A/6yVf97t/6lMe/5e1X
3/K2q2q2tJoifXlRX//kRxSrDlM9ZX4pN4ZuvZ5a1khQDgwGBoMWWNZIOLxAW6/d9TqxVM76muFR
DztWlxM/+NO/9+VPe2SpnLecj5pDMfG67q88fuqSbmPXgNb9tYVFfrfQxi0ffbQdga4EYjOgJ75G
zPvef1nXOaPGQ+O3Sy0vcRv3GpKjBl4iMZIFJdNveXq4eleNHTsDOicA/be/5Hmf/ISH5cn+5Kv/
+FMff/SgB39o3u7shQACCCCAAAIIvOxX/+gpT7zzwbdcgmK6wKt/5+6J13Wn1987sRrZAejDhyjr
XRqt+MrIE7uJ3RFAYN0CwQD0r77h7RNfI3jvv+5hQ+sQQKCeQOwtTw9X740C0P/k2//5L/2Xd9/1
nnvf94H9tZNrV68fJkGrFTZOrdnQugN21ncjL186fvAt93vmUz70+Nq71aYrV0//211X3vSHH6jX
VeSMAAIIIIAAAusTeOjtlz/h8betr11ztWh/6baJ13VzBaDnEqNcBBBAYJUCwQD0u97z3omvEbz3
X+VooVEIIFBbIPGWp4er90YB6H/+Az+yX+BsE/WC+sEPfVztIUL+CCCAAAIIIIAAAqME3vMnb73t
jkcEYx8vf+kLP/XTPmVUbiRGAAEEEMgT0N+n1vu+8ldexek3j5G9EEAAgS0ItFiCY6EBaD0d++53
vnEL40CH2jfS2C10KG1EAAEEEEBgxQKJJTiWOOlhxT1F0xBAYPUCJgCtIgurbywNRAABBBCYIuBM
H9EfXj7jmc8KRiNzfjRGZWSvrTGlrs32JfrcjJqCEEAAAQQQQACBUgKLu+Ys1fBK+aj3CYqUGwII
IBATUDOZ9B0iBBBAAAEE0gKjrldzfoTwW775a9ULUmJCin6r8LrXve5jP/Zj1QP957wTWCQBaGeB
juVOH2b686hjgMQIIIAAAtsRkLxExtLYz0vykav+6Ete9lVf/WznwuML/sGX/8Iv/nLiybvvfteL
/r//9vue/0OqoBe98Pv+1t/87HSJTp3HNkfCIm+ykzIxA3r2a8jsRvW5o+SSuM+aj6pV2SN0VNEk
RgABBBBAAAEEtiNgr92kWl14BrTQ8Yd/+IeFKWsnk1xqq+tU9R7Pvpt49PSVo6fnICfigltuRUoE
EEAAAQTmFVBB5B/64Rer6LNTjd/8f16vos/pJ7/re16gos9v/O1Xq/uXPOtrfvKnfr5IW/7wj96u
qlQkK5XJ9NyW+MW7UnrF85FcEhcvtH2GXAy3N6dEBBBAAAEEEEAgLZCzBIfKUfJmQAWgX//619MB
CCCAAAIIIIDACgT0p9RlG/K4J3zSn77nPX6eL/3xnxx88nu/59tUfT74g+9Ud5VYxaCz62Y37Yl/
8dOe/ZzvkmeVZhmbm7xck9L5YuCP/MiPOJtG5flnf/ZnX/ZlXxb7suGorPISq4vnpz/96aoCz372
DR9L6CoFm+ZsyitX72W+em8emNzKTqfQ+dtV9fMvOBdkign7IoAAAggggAACCEwXyAxASwp+2tOe
5k+Cvuuuu57//OfrC2V1ff/mN79ZZ6Wf0dfc6vbLZzf92I5iqzcVOuXP/dzP6R1VhuoCXT+pclZ/
SuomSaPfZOprX+cK2HnSTmBfu5tLeT8He1OwlOB1uf+kpCGkQQABBBBAAAFfQL+qqim6arELdX/D
bw8El/1XYTVPWe04Zb7w8577jd/0DV/p1E3V5JM+8S9JntRpVBPUv5/5GU/J7mXTtIyQn9lXzeb+
zu/+Af2nMlF/ZuSW3QS11Ju6veY1r/mSL/kSOwY9mOFb3/pWdQFpkv3O7/zOZ3/2Z+vczPJxzp+D
edoJnPwH9/3Wb/3Wn/mZn1ElPu95zxtM7CdIFCec/hz7RmC6MqPC0+Z7h8IGmg9+JKUw/VmoSjIE
EEAAAQQQQKClQH4AenAS9Fd+5Vf6k6Bf8IIXfM7nfI66qn7nO9+ptn7d132d3dp77rnnR3/0R9Vl
91/9q39VPf+iF71IPTZR7Je+9KXqTYV6a6FWl37qU5+qItQqzXOe85zv+I7v0Bl+zdd8jcrf4TNX
2+lr1sMcoovfW7Bz0Je89ownfdEc6yRzSa0zNPsOzpky2fo5qEyCT/p14Jq75cFDWQgggAACKxB4
xzvu+v7nP0+td/Fd3/0vxjbnbW/7w3/8lc9S84X95S/MRYX9wM//y770i/wnX/yvX/qX/tJfdJ4P
PqnTfP8PvFD9q2oiqX/wasfsaC5XBq9b/LL0kiBqR7UkiDJR61NPyc25GLMn/yaa+Qmf8Alqq7pc
lFDoNI961KPUBaRJ/2u/9msf8zEfI999MKWT/2B6dek7mMZJYMfKxxY3tizSI4AAAggggAACCCCQ
IZAfgB4s7ClPeYo/CVrN5rj//e+v5i/rSLFzka3eNtx22206Z7X7Qx7yEPXABKB/7Md+TP2p0ujf
NnzZy16m/v3jP/5j9a+aBP32t789e7aILtHM+EhPNJa/JZOn1KUPkpp6ClOSDAEEEEAAAQTSAh/3
P32sXsLCX3N5kE797p/aXSX7iX/nrr/sTCOVL9/xlrf8/qM/4sMe/j98iF168EmdQM01VrFpNZNa
12TwZio2mHJsAhXKV7uoSdDveOd/V6X4M7vHZlg8vbr+1KtbmC/Smbi2efCqV73qkY98ZLro4Bfy
7EUz9Jfz1Nfy/PztnCX1kSCYJTjSxUmyEqZxPsbwvxpo5zMqcbACdv6SSdDCVpAMAQQQQAABBBBA
oJlAxQC0aoOeBG03Rq2noaZmvOMd7/iKr/iKsY3U0Wpzka1z/vZv/3YV5laToJ/4xCc663WMzd+k
1+/NZrzA9WcnxSZoZ7eRHRFAAAEEEECglIAfvBbOgPYr8H/9h1f+5b98mMZr34JPqgRqDRA111gt
vhGcSV2qdcJ8vvEb/jdVEzUJ+lOf8jclS5oIs9XJBr94p5Ppr8fpKQvOTW1S35/7pm/6JvVdOvNF
OnuRDZVeXaZ+/ud/frpiwS/kqTkTv/RLv6QuR3/9139dFaQeqD/Vk07+ds6S+vg10ZfBsfngieKE
3wiUdMqob/uNTZz4xoD/rUS/tnwXUNKDpEEAAQQQQAABBNoLTApAD74Z0JOg7VapMLH684u/+Iv1
7OZRN52VWYZPX2Sr2dA//dM//aY3vUm92VARarVwnp2nvdpdOqY8Y7jZR7CnTZmt9gTtoBvX3KOG
E4kRQAABBBAoJeCvv5w9A1oFlFUA11k9Ofjke9/7vs/8rL+jilZLiJRqyJR8/sITHvdv/83/8Ru/
9gsveuH35S1pMqV0HZZVa7ipC8JnPvOZflb6m3Pqi3R6mQ79p3P73d/93cc//vHpagS/kKd2URe9
X/qlX/qd3/mdP/ADP6AeqD/T+Ujq4+cwZTVqIa/z2Yn8K3rC/BPJnKNmeobkgAACCCCAAAIIINCJ
wKQAtKQNahK0nUwHkdV3EtUMEcnudho9J0XtqL/SqH7DUP2pv+R4xx13fNZnfZb680M/9EPHZlsv
/fSgtvP+s15VyRkBBBBAAAEExgqopZ/1Txd+7t/+7LH7xtI7S2SYWZ/2Ih76yf/4S69S/6qln/US
IuaWXkmsVD39fPQvEN5++61/7a9+itr6sIeNnmowpW4mMhuMPqucne/k+T+UrdKo4LJe5y1xC34h
T6f/wi/8QrVV3dTPGA62RVKfwUxqJCAKXEOVPBFAAAEEEEAAgY0LVA9AO5Og9YoZ6sdh7r777rH0
6h2FemPw5Cc/+aEPfej3fd/3Pfe5z1U5qJ8xVL9VqJ65/fbb/8k/+Sf6SX0T/ti3TmyvcaHfudkz
PoKh5OCyGPaTwRwGF9MI5hDL1jSW6c9jhxPpEUAAAQQQSAikfzxQ7/gxH/0E9dOFX/PVX6YWg26P
qReeVpOg078rOLZir/zln1K7qGhycMcEyz/68v/PP3/+8x73hE/68I/8OGXyjV9/WGwtnduoug1+
8S6dm5qVbCdw/lSb3vrWt37KpxxC5+lb8At5ehc1/VldlKprVPXvn/3Zn02sz1BFRmyXfyNwRKb9
JeViuL8+oUYIIIAAAggggMC5wC72xbo7H/LYd931JuP0yl951TOe+ayXv/SFr37Na7/lm7/W9lNX
e2bJua5cgwFoJ7LcVYWnVIZr7il67IsAAggggMBqBO6++13f9T0v+N7v+bYFtejyzQ+47Y5HqCtP
+/pTX3w6H+f715z6ei94LWpvUmsuqwU61ALQKrGazaDWaNarZJg06icBP/iDP1gv0GFufuZqDWj1
nTyVz0d8xEeoCRAqkP1DP/RDKr3aXS0t/Qd/8Afqsfq9E7MSSKx6g/Vxus/Jx/4z9thphZFMXAxL
NtlpzOPYjvLEfg5+5unLeC6GF3TIU1UEEEAAAQQQWIdAMHocDDVXnwG9DlBagQACCCCAAAIILELg
ZS//WbUuxyKq2rKSKtz8sz/7s2qSsrqpB2aN5te97nWqGmpJt5//+Z//83/+zw9WKfiFPLU6nIo+
q7nPjzy7qQcqSK2mVKvcTP5OzrH6DFYgncAvbtQ3AiWlD37bz85k8Dt8khLtNLEF7og+j5UkPQII
IIAAAggg0FKgwAxoVd0OJ0EnrrbXNwmaa+6WxwxlIYAAAggggEBZAeEM6D6vOctSFM9tI98I5GK4
+MghQwQQQAABBBBAYFBAPgO6WAB6sE6zJAjO+p7+24CztGWw0JY/Uz5YGRIggAACCCCAAAJCAQLQ
QqiMZASgM9DYBQEEEEAAAQQQQEAiUDEA/dc/429IakAaBBBAAAEEEEAAAQSEApI1oHVWHX7xTtjG
9sk28o1Apj+3H1qUiAACCCCAAAIIKIFaAeg+f2yQLkcAAQQQQAABBBBYusDgjxCaAPTSW9q4/hv5
RiDfBWw8rigOAQQQQAABBBCoEoD+1E/7FGQRQAABBBBAAAEEEKgkYF/CvvJXXsXFZyVnskUAAQQQ
QAABBBBAYLpA+QC0ynF6tcgBAQQQQAABBBBAAIGEgJoHrbdy8ck4QQABBBBAAAEEEECgcwFz9a7q
qWaQPOOZzwp+L036I4Sdt5bqIYAAAggggAACCCCAAAIIIIAAAggggAACCMwikAhAH89SIQpFAAEE
EEAAAQQQQAABBBBAAAEEEEAAAQQQWL0AAejVdzENRAABBBBAAAEEEEAAAQQQQAABBBBAAAEE5hEg
AD2PO6UigAACCCCAAAIIIIAAAggggAACCCCAAAKrF0itAf0TP/6vVPv5/XF/EKg1TVY/MmggAggg
gAACCCCAAAIIIIAAAggggAACCCAgFBj9I4Qf/NDH6az3+739g4bC8tadTC+qve420joEEEAAAQQQ
QAABBBBAAAEEEEAAAQQQQEAucPc73+gnjs6ANknvfMhjCUA7cIlfdZT3xwpSagc+otBdiYY9pNFA
I3aK4/y5gpM/TUAAAQQQQAABBBBAAAEEEEBALsAa0HIrUiKAAAIIIIAAAggggAACCCCAAAIIIIAA
AgiMECAAPQKLpAgggAACCCCAAAIIIIAAAggggAACCCCAAAJyAQLQcitSIoAAAggggAACCCCAAAII
IIAAAggggAACCIwQIAA9AkuYVP1+o7kHdzE/8CjMMJbJYEFT8jf7FqmtsCbBslpWQFjPesna9Gm9
+pfNOT0eSg2MUvmUbbskt1jN7eftEeU8P3h2iu0rqRtpEEAAAQQQQAABBBBAAAEEEEAAAS1QPgBd
MGbULPxRMAKlslK/9mjukohPxlh0SlHFFWxCRn0K7rKahmSYJAZPRm5r3SX4a6pTGls8wymVKbvv
lBPFlH3LtoLcEEAAAQQQQAABBBBAAAEEEEBg0QLlA9BBjowQzxLDH7rOtsCaQsNtBvpmxRg8bQbY
ykrxP7CRf4QzZd+VMdIcBBBAAAEEEEAAAQQQQAABBBCoJ9AoAF2vAUvJWcd6/K/G2/UPLr/g7zgY
4o8t4yDJP73v7NrpJhhenWzQVveIn3j2ZpoKmM8z8hpuBo8QxBlsscEwr0+sZ02tJK2w0/hHpcNl
M87b9umlZ3wW6I/G6dUgBwQQQAABBBBAAAEEEEAAAQQQ2I5AowD0YMxIIm6HThYXY9WVt+OJepkO
O2aaWLsjOLE6GDnVE2n9NUBiz+sgrM5/cF+nHyW9lpEmNgl6sAl6R5Ns0NbOsE3TMjQS/WJvCjbc
2XcQRDIY8ppQaa9YDw4Oabulpm7CAVapLXnZOgeLabjOzRwRweE9Zd+82rIXAggggAACCCDw/2/v
bnLkqKEAAKu5wkSTI0yWiAUbFknOABKcANas2bDnBLlBFjkDSW7BHAAhBuYMTUkllUz9tcvl+nHV
h0Yo9NjPz9/zdKQ3hZsAAQIECBAgcEKBlRrQoWxk12+kdXKzT9rq7ca01bpdy0VPw6TnEHsHhy3m
mOZp6NkaP5RM8/qkbLO49fagI7eQlm3arCybnRMkTHvonHTjR0rOSWyduTFHd+iXVd25h2EJ8ae+
UeSau84BsAoBAgQIECBAgAABAgQIECCwf4ENGtDxnb6prZOE/tGGPdbu4RjqlI0fo95uexOqmdvq
2u//aHZ70HO20Gs7/nzo/omSM4yUTDuQyVktMTFyp/XSkwYvkW1azOYnpfX4cyta942iGjBnblq2
ZhEgQIAAAQIECBAgQIAAAQJnE9igAZ1AfNQea2+HqGm7j0CNP/LcRKj/kAB+vClDJuEvOXa465hn
25dL20FaznadyHPOz5y56+zOKgQIECBAgAABAgQIECBAgEARAvttQJfYYx16aDfhKOTq/syJM2du
wpa7U3ov4pgfObwKeX60XBEyHp4wpVxFzBUnF1cdZ59Z5d1jTLT68KT9tmnO3JjcjCFAgAABAgQI
ECBAgAABAgROLrBBAzp7z2hOwDlze49O6xqQ1hW9I8uNTBzqzIY3JIR3iUS+3k1mUg7r/OR0AZvd
xbenh/YVvp7WvMuLEJPn1D5j7x67C+32MISHeTzJ3grG7LQp4qTBeUu/ULTWjiYdnjlzF9qOsAQI
ECBAgAABAgQIECBAgECJApebfbe7+4fnp8f4vQ01ieqF6g5IM6ZZvbcz0goVphp+a+T1ZrnxueHq
MT2aTx8/f/fDTzfp4tEKHVk7XK/XSSek0M3eTHuHGjGH+ea+0gbsUCNtI1lm0QgZvX9mOVSCECBA
gAABAgQIECBAgACBUgTyPwFdtWVbX5VF+Hxu/Z/1V8M09PRiGCo0jXy9DtsK3p17M5NSyilPAgQI
ECBAgAABAgQIECBAgAABAgQI7EcgfwN6P3uTCQECBAgQIECAAAECBAgQIECAAAECBAhsKKABvSG+
pQksK+CWmGV9RSdAgAABAgQIECBAgAABAgQIELglcLsBXV3vW13ZeSuO759XwAkJa0+DxtB7gbNx
3ndJOydAgAABAgQIECBAgAABAicWuP0hhBVO1YB+8/b1iZXaW68/ROvD+3cnNwk/idFvKWiEPw40
aAy9PfoE15P/xWH7BAgQIECAAAECBAgQIHA2gagGtB5061i8ePmqvtyg+sPZTkxrv+ElDzRohMeD
Bo2ht0eXw5z8Lw7bJ0CAAAECBAgQIECAAIFTCUxoQJ/KZXyznuBzGAgQIECAAAECBAgQIECAAAEC
BAgQIHBTILYBXQXyfGuo6Qm+m2fLAAIECBAgQIAAAQIECBAgQIAAAQIETi4woQF9cinbJ0CAAAEC
BAgQIECAAAECBAgQIECAAIFJAl9MGm0wAQIECBAgQIAAAQIECBAgQIAAAQIECBCIFLh8eP8ucqhh
BAgQIECAAAECBAgQIECAAAECBAgQIEAgXuByvV7jRxtJgAABAgQIECBAgAABAgQIECBAgAABAgQi
BdwBHQllGAECBAgQIECAAAECBAgQIECAAAECBAhME3AH9DQvowkQIECAAAECBAgQIECAAAECBAgQ
IEAgUsAT0JFQhhEgQIAAAQIECBAgQIAAAQIEsgl8+vg5WyyBlhH49vsfn58eq9iKtQzwrKibV2er
BLZaN7laVcIa0Ml6JhIgQIAAAQIECBAgQIAAAQIEEgWqnuabt68TJ5u2isDd/UPTgFasVcgnLLJ5
dbZKYKt1J9Tm/0OrhF3BkaxnIgECBAgQIECAAAECBAgQIECAAAECBAiMCWhAOx8ECBAgQIAAAQIE
CBAgQIAAAQIECBAgsIiABvQirIISIECAAAECBAgQIECAAAECBLIIvHj5KkscQVYQUKwVkC1RnIAG
dHElkzABAgQIECBAgAABAgQIECBwHIGqZVl/HWdLx92JYh23tna2oIAG9IK4QhMgQIAAAQIECBAg
QIAAAQIExgX+/fuPakD977z/aGrn9WzKpFjZYQU8toAG9LHra3cECBAgQIAAAQIECBAgQIAAAQIE
CBDYTEADejN6CxMgQIAAAQIECBAgQIAAAQIEegWaqx5aTzF3r4CoB3THt17nvJyAYi1nK/IxBDSg
j1FHuyBAgAABAgQIECBAgAABAgQOIlA1NKtLHpqvZlfh62FjujW+/lZzs0cd5yA0+9uGYu2vJjLa
nYAG9O5KIiECBAgQIECAAAECBAgQIEDgtAJ1Q7O7/dbr1ZimB62/vNVpUayt5K1bloAGdFn1ki0B
AgQIECBAgAABAgQIECBwUoHwqgcfMLjzQ6BYOy+Q9NYU0IBeU9taBAgQIECAAAECBAgQIECAAIFE
gfBeDhdrJCKuNU2x1pK2TgECGtAFFEmKBAgQIECAAAECBAgQIECAAAECBAgQKFFAA7rEqsmZAAEC
BAgQIECAAAECBAgQOKZAeLlztcPwoufWtRtu4dj8BCjW5iWQQBECGtBFlEmSBAgQIECAAAECBAgQ
IECAwDEF6j5y2E2u25r1V/gBg+HrQx9/FxqF449pt/quFGt1cgseQUAD+ghVtAcCBAgQIECAAAEC
BAgQIECgUIHmsuBW77i55bnVg26ND79bR+gdXyjO3tJWrL1VRD5FCGhAF1EmSRIgQIAAAQIECBAg
QIAAAQIECBAgQKA8AQ3o8momYwIECBAgQIAAAQIECBAgQIAAAQIECBQhcOn+nxpF5C1JAgQIECBA
gAABAgQIECBAgEC5Anf3D+Umf57Mn58eq80q1j4rvnl1tkpgq3WTj8Hlm59/T55sIgECBAgQIECA
AAECBAgQIECAAAECBAgQGBK4fP3bP3QIECBAgAABAgQIECBAgAABAgQIECBAgEB2gctXv/6VPaiA
BAgQIECAAAECBAgQIECAAAECBAgQIEDg8uUvf1IgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLZBf4D
pHxmnwAJ5vYAAAAASUVORK5CYIJ=

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0016_image014.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0016_image015.png
Content-Transfer-Encoding: base64
Content-Type: image/png

iVBORw0KGgoAAAANSUhEUgAAALQAAAC0CAYAAAA9zQYyAAAACXBIWXMAAAsTAAALEwEAmpwYAAAA
BGdBTUEAALGOfPtRkwAAACBjSFJNAAB6JQAAgIMAAPn/AACA6QAAdTAAAOpgAAA6mAAAF2+SX8VG
AABtDElEQVR42ux9d5gkV33tubdCx+nJszOzeVernAEjLEBgJD8/GwS2wYAfBvMccATjZ+MEGHDg
GXDCAdsYzDN8Ats4IEuyjSQEkowy7Cpro3Z3Zif2TE/nrnDv+6Pq3rq3uqq7V1qtAtv71ddhema7
q06dOr/zC5dwznHmdub2QrnRM7vgzO0MoM/cztzOAPrM7cztDKDP3M7czgD6zO0MoM/cztzOAPrM
7cztuXYz4y8QQs7slZO7nY4ddiZZ8FQBfebWffvMZz7zasbYDkLIdgDbGWM7ABDDMC7xPG+EMdYf
kZzD87wKgH2UUjiOc5RSetT3/Sc9zzv6a7/2a99IAC6PnTT8DNj7sEs8U/idztCf/exnX00pvYpz
fglj7FJK6Q4AYIxB7CvGGAghoJTC8zycBKDl7/m+L19Xfv8oY2yf7/sPrq+vf+OjH/3o7Qpg0+7R
40Q4A+jvNED/3d/93asppVcBuArAqwRgxT2lFKcL0IQQ+dx1XTQaDTDG7mCM3d5qtW7/kz/5EwFw
HgN2L7B/RwH8OxLQf//3f/+DhJBrAbyBcz4S3weccwmsNEAPDw9LQFuWBdu2td9VHzuOg06nA8/z
QClFs9lMBbT4fxhjaLVacF1X/f83PM+7odVq3fBnf/Zn1wNgKeA+GTY/A+jn4+3zn//8DwK4FsAb
APTUvQKIhUIBuVwOhUIB+XwehmGgVCpp4BYMLUCoAlR9LjZCiARuvV6H7/toNptoNpvwPA/1el3+
/5xzVKtV7W+Iz0cI2WCM3dBoNG74i7/4i38PgcpioP6OA/cLGtCf/vSnd+bz+XcAeAdjbEc/aTA6
OoqxsTGMjIygVCppwBKAUoELAL7vw/d97X1poBaSQwBaPYHUx7VaDbVaDdVqFWtra2g2m/LviE39
O77vH3Nd97p9+/b95Te+8Y31GLjZdxK4X5CA/sIXvnCZYRjvZoz9uLi0q8AR3zGXy2HTpk2YmprC
6OhoFxDVzfd9yca+78vX1ddUQMdBrjK0kDGUUrmJzxSXKwCwtLSE1dVVlMtltNtt+R3EyeT7PgzD
AAC4rvvFcrn8qeuuu25fAqhZH/Z+3gP7BQXoz3/+8682DOODjLFXqcAQbCZAPD09jS1bNofyQbAe
A2NcA4nnefJefayC23VdDfTxk0B9rp5QhBAYhgHDMEAp1e7FJm6e58FxHHDOUa/XsbKygrW1NbRa
Lfl/iBNAnCye5/13uVz+2HXXXXd7CGTWB9j8hQDsFwSgv/CFL7yaUvpBzvmrAhYMrNuA+YL3bN26
FVu3bsX4+LgEL8Al8FQQ65sAMesJXMHKScwef03Vw+pNANqyLJimCdM0YRgGTNOUJ44aPK6vr2Nh
YQErKytagKn+bcbYN5eXlz/+T//0TwLY/gDg7uWYnAH0M3X73Oc+tzOTyXyQc/7jnDMQEgBYsFQ+
n8fmzbPYsXMnbMsGpUSRAT58nyms68HzXAncCIiCtZn2s2cK1PFjYRiGdFAAwLZtGIbRpc3n5uaw
vLyMTqejsbb4P1zX/YcjR458/NZbb30yAdjshQLs5yWgP/vZz4zm8/n3cM5/W1xmVW2ay+Wwa9dO
zM7OghAKSolk7YC1/BBoXgI4uQJEFr43BDVjYL5yIvg+mP/Mglq9tdttZLNZjcHFdxbH8cSJEzh6
9Cja7TY453BdV/7MMAw0m80/uv/++//6kUceWVNA7fcB9vNGijyvAP3BD/4qPffcS3+QUvqHnPPt
KpAJIcjmstixfTump6dBKAElBHrWOPyuBOAqeDkDZxyMczDf10AtmFz8P5ZlgTGOTCYT6nOKTCar
ORBJwV2j0ZDgqlQq4JxjfX1dWnaDAlo4JaZpwrZtZDIZWJYFwzCkFGGMYXFxEYcPH5ZBpPgcYZA8
Vy6XP/Sv//qvN4ZgVrfnNbCfF4B23EVy/Ve+Pul5/NOMsWtFACWAbFkmduzYgU2bNmlMzcGBMOBT
dSqlFETID8YjQIcg5+AwKIVpGqCGAcu0EOwmDs6hgDc8qpyDc9IX1EmPxf36+jpqtRoqlQrW19fh
eV7XfvA8TwJUHCtKaRewVT29sLCAAwcOaFcKuV8d56t33XXXew8cOLAOwOsBbPZ8kSHPaUA77gJ5
7LED1qOPHH+D5/l/k8lkhgP5QMIDR7B58yymp2dg2yYIEZff0FVAGPkTgFIjlB5xq4yDsVC2UAoj
/JkAqgo8xsMTBAAX7giA4HwRYMdJgzr+XgCo1+tYX19HpVLRgr5Go5G4r8TVQ4BbnNShfsbx48dx
6NAhmV4XQa9pmtWlpaX33XTTTTcqoPYGZOznHFs/JwHtOPOEA8b1X7ltqtl0f8u2Mz9nmkYIygCI
pdIQduzYgWw2q3xmLvWxqhsJDZjMoIZkNUpp4CKYJgypQ0NWl6zLNVZeqbexXG/hoYV1MM5xYKWK
SsuFyxg8n+PuY6twPA6PMXmEX7xlXJ4EQ7aJsyeGwDnHizaPYmYoi9mhXCqoVWZeWVnB6uoqjh49
2lN3i+8VlyKcczSbTTz66KPyCiDiD845Wq3W5+67774/Pnz48FoIaE8Btqqz+2UizwBavXWceXrs
2DH7G1/fe3kmk/8r285cZBg0ZGUTlmVienoak5OTEtyRa+FLeUENQ7JtJDMoTCPQnpZlglAKEmrs
OCOvtzo4uLKB45UGjq/X8ehSBR5jcBmH67MQxAyOL55zOOFzx2PwGIe6ayWbc122MM5x+ewozh4v
Ys94ES+aHcV0MdPjZHdw7NgxHDlyBK1WqyewLcuSQaT6OY4ePYr9+/drqfSQsR8/cuTI++69994H
QzC7McYWwE7LQD7rwH7OALrjzBOAGaurlezNX7339bad+QvLsocpJaDUgGFQFItFbNmyBdlsBiAE
4IFj4fkemB/4z4QSGDRic0opqGHADg+uaZrhd4wCRvGVD65U8cRKBYfLVZQbHficwWccPmfIWeFn
yNkwTQNZ20QhawfXZcbhc4BTCjObgc+B2kYdKo8u1B20Gy1U2y7K1SaWqi3Um53wZOTynnGOTcUM
LpsewVU7J3DVjkltP6lWXLlcxoEDB1Aul1P3q7D9hAxR2fqRRx7B+vq6JkEsy6otLCz85q233vof
IaDdGFv7MbZmzyVt/ZwAdMeZo+DMWl+vZm6++f5fsCz790RSgRAKw6CYnp7G+PhYqA0JGPfhuV4g
MTgHDXU1DcFsGBSUGshms8jlcjAMU343NXP4xPIGjqzVcbhclZIja1GUsibyORtDOQtDORvENAIX
RGwAfBZSVvga54Afbiy8129cO+IO45hfrWK51saRpQ3MrWxgrd6WLovPApC/Yvs4XrljAq89ZyZe
Pw0AqFarOHLkCObm5lL9bNM0tapA8f2PHj2Kxx57TFqOpmmKk+VTN910058CcHoAexD/+jsL0B1n
zlhcWMrk8nn7v/7z3r+0bfutApCmacC2M9i8eTNyuRyoQYGQTVzXBeM+wAHDMGOp40BDDg0NgVJT
AzAhBOVmBw8vrOPoeh0uY8iaBkpZExOlLIYLGdiWAQ4CFupnBi5BK8AcPBZgDgEMDs6Ce6YAG/Hr
Me++PvMQ7JVGB08sVnBkaQOPHl+F63rwfQ6fMeRNildsn8CPXDCLPePFrn3ZarWwb9++VMYW+yc4
wQ0pezY2NnDPPffA931Zq+15HjqdzvXXX3/9b4SgdmKg9voEjc8KqJ9VQHeceXN5aTnzxBPHJxcW
Kl/IZrNXUhHAGQYKhTxmZmZhWWbAyozB81x4XpAGDnSyIUEcXF4zKJVKsG1bSgvJRut1PLxYwWKt
BcugGMtbmB3LYyhnwzAVBlcu7wE4oy16jnDjEtQ+otdUQHONn4k8ziq4eSThJY93GMfjc2v41pEl
HJhfCxI6YcLnkk0l/MiFm/HK7RNd+7VcLuPRRx9FtVrtmX1UA0bP87Bv3z6srq7GEz8PfPOb33zP
4uLiaoytVX2dpq1Pu65+VgDdceYJuG+urq5lnth/fHJ+bu36bDZ3YSATaFh3PISpqSlQGviqvh8U
6LieBwIuARzVO1golYZRKBSkfSe+y4HVKr49v4aG4yFrGdgymsP0aD7Q06HDoSQSta5XTWYI8ILH
gBu8zjVQhxsAxuJHlyceaY54ICmQwbHR9vDNwyt48NACKhsN+GFQOpm38b8v24YfOHu6az8fOXIE
Bw4ckE0CSWwd19YPPvggjh8/LmWN7/twXffA3Xff/ZMrKyurCls7PdhaAPu06+rTDuiOM0c4d61y
eT1zYP/C5PHjq1/RwUwxNjaO4ZERGKGl5HkuHKcDn/kgCNwOwzRhhsxcKBQxOjoqvWnxPRZrLdxx
ZBkNx0MhY2LnZAGjxSxMJeoXQE761iQG6rjs8DmL5EYoTZgmQQIwq1GTysgqcFWg8xjAVWA7jONb
c+u485HjWFurwvMjYP/WK8/G5TMj2ndwXRf79u3D0tJSqrYW1qeQIEeOHMGjjz6qlcB6nnfg7rvv
ftfq6uoqgE6KDPF72HunBdSnFdACzOvrG9knHp+fiIOZUoqJiQkUh4owKJXlmY7Tgef7YfbOksxs
WTbGxyeQzxc0jbzW7ODe42Us1duwTIqdE0VMjxW0ksw0IBN0szSHkBYskhmaFImY2FfZGxHYeZKW
TgG6CnAeY24B7g5juONIGfc8Pod6pSaBffHUEN5zxe4ujb20tIR9+/YlsrUIGNW6kOPHj2Pv3r2a
L+553sG77rrrZ8vl8koI6k6Ktn7WdPVpA3THOUY493sws4GxsTEUCnkQQsGYD8fpwHEcMMZCaWHK
opx8vojJycnQYw10suMz7D2xjsdWqqCUYNNQFrtnhmFbZk8gJ4E4DnIVwL4G5F6ghnRDgjQ8wEn3
IU0Sm5KVecTdPIG1F9se7pirYv8TR1Gr1OB5DJ7v48cv3YY3X7gZRdscKGhU5Ztg5cXFxa6TwHXd
Q3fdddfPra2trQJop7B1LxfkGQX1aQN0u/Oktbpazux/4sTk3Nza9dls9kJhrZmmgYmJcWQy2bAT
I6hZcF1HWkmmaUlQj49PYGxsLCwXDT7vYr2N/z66iqbrwzYNnD1TwuRwXvleyaClPaSG+mYWJkME
S/s84E/hbqi2nQA65ySUIiI4jDfjostjVoGtdb7yKJMZB3aHcdy10sIjR1eweHQenY4L12OYzFn4
zQQZcuDAAezfvz9VV6tXsmq1irvuuksDdafTOXTXXXf9QqVSEaBu95AgpxXUpwXQHWfOXF5azuRy
+cwNN9x1fT6fu1LYbKZpYmxsDJlM4Ep4no9Op41Opw0ODksA2bSQsTOYnp5BsViUfjQhBPfNreGx
lSoMSpAv5HDB7DDyttFXWiTKDZIA7BBQgX3HlKCPSbDqlp4SECoBYq/ZAjzm5XUFiFL6pAP7wfUO
9q42sTK/hNUTK3A9H67n443nz+I9V+weSIKo3TMCCyqoRVlBvV5/8LbbbvtFAK0EUDvPFqifcUAH
PvNiJp8vZm688ZufyuVybxY+s2FQDA+PIJfLgZAgom63WwGYOSQrByncPLZs2RK+N4Bjw/Xx9cPL
qHQ8mAbF5OQw9oznYZCnDmSivBp3O7jqR4vXONfsOh7+DCLJgnRAxyVGkjcNKT24BmwhORjXgX2o
5uKelRYajRZOHD6OerUB12PYOZzDR68+HzNDWY1977///q4UehKoFxcXce+990qLzzAMVCqVW+68
887fC0HdikkQNyZBTguon1FAd5xj5Mknj2WGh0cyN91492/lcvlfDYAcZPNKpSJyubyUGa2WADMP
i9iDrVgsYseOHTBNK0ySUBzfaOKu42vwOEcmm8H0RAnbSxYoIYnygiQ872ZjoskNGp4RXHE3uOZk
6KzsI3ov5yRk9IitSQ/wJh1ZHrPutHLVLtaOakXmGx7uXG6h5XpYPHoCa8trcD0fGUrwm6/Yo3nX
ruvi7rvv7vKs46DmnOPYsWO4//77tf7F5eXlv33ggQe+CKAZA3Xn2QD1MwrovXtvsSenxjM33XjP
GzKZ7N9blh0GHwaKxWKQ/aOBzGi1Gmi1OgBhocywYFkBmHft2h3WYFAQQvHg0gYeWqrCoBTF4SIm
R/LYUjBgEJIY8HUxMon/XD8DSGw/cM7hsxhDxySH/joSpQfSrgy8+wRLckO6wK0Cm0c6nYFjvu7i
mytttH2Oyuo6Fp4MtLXjevjxS7fhJy7fPjCoxb5gjOHgwYPYt2+fxIrneVhYWPj9xx577GsKqFsn
CepTBmjjQx/6kPbChz/84VMmNTjjmZtu+ublppn5vG3b2cD3DOor8vkcAALXddFs1tFqNWU7Pg2z
f4VCAbt37w7rCwJmvntuDftX6zAMitJYCeOlHGbzFJZB+4KZkHALXw9q7cKTgATApuI3lF2tMjPn
3baceF07QkoDAFckB09jYEISZ3uJj0OVz09lBhTiG0DUW4mTc8g2kKfASseHlc+iMFKC02qBeT6+
daKC+VpLMrVhGJidnUWlUtHkh9qlLlh5dHQUzWZTDsABgHw+/yLO+UMbGxvrPVQVevzslLHoMzIf
uuMcI0efPGrdffeDY6aZ/fNcLjcceccW8vk8OAhcz0W9EQxV6XQc7XsFfYG7w0whgcs4bjm8jCOV
FkzLxOjEKEYKWUxmCGyTJkoK1Y6LZEj0T32TYDymAhGhLQel3FM8lhJAAXOswJ9rEiTqcmEJm2gY
YMr7VZYXXjYJ2dwggEEIDEJAw3YzQ30dBNuKNs4vWchSikIhi+3n7cZQqYiMbeLmw6v4hRv3oe4E
nTGWZeGKK67A+Pi4dizVLhcB4Be96EWYmJiQLJ7JZPI7dux4b6FQ2ASgACAPIAsgE24Wgkm3JgBD
nJ/K/SkD9TMC6G898KCZy+WMSqX9m7ZtXxSc5RSGQTA0FBj+vueiUa+jXqvBcTrh1wlqHfL5PPbs
2SMzf47PcOvhVaw0XZimgZGJEeSzFkYtIGfRLiBre4lEwaGsfo63GXIkvMC1S7uQDpwpqW8ELVy6
rSYckYjF1ROEp/xj4PqkJlFOypTyUi3tHkkVigDQAbABSgCDAhmTYmvRwva8AYsS2KaJ7eftwujE
KDKWgYdX6hqoBVhLpVIXqOMVfi996UtlnXXY+bL9nHPO+TEF0LlwywCww00FNFV455SB+pQD+gMf
eC/dND1l/vu/33mtaVo/I4BCCDA0NBQmTRiazSbq9To6nY6mV/P5PM455xzphTo+x82HV1B1fGQy
NsY2jcO2LJQMjpwZHMT+rBxqYm3KcgJ4NZYVUiEGJCi2GYvbdCEA1eQHQ+LfTdq602sK4LlSMx1n
c3AF2DQAd8jWQ5aBLXkTmzIGTEpgWya27NmO8ekJ2LaJJ6vtRKZOArWQHuJ9r3jFK7Ru9uHh4e/b
s2fPVTFQZxVQJzE1PZWgPuWA/v4fuMa4664Hxywr8ykBSkqpLFlkjKHTaaPRbKDTaUP0CBIQZDJZ
nHfeeWG2Cuj4HP91aDkAcy6DkYmgvqNAGXIGgWkQRQ93s7IqMaK0Wzp4damhg5mzmKvBkABmaMBX
7wcBtBoq9QI8j1UAio51zkNgh2xNAFgGQck2sDlrYNgkMAmBSQlmdm7B+KZx2FY6qHO5nHZsRXmp
kB9DQ0O46KKLNM09MzPzrnw+P5kAajsGaiOBpZ9bDP2BD/wyHR8fM2pV56+y2eywiJJN00I2mwHn
QQtRo1FHu9XSxnRZloVzzz1Xy1LdemQVGx0P2UwGpbFgfG2GcOQMwAp1Y1Lgp7sXKs8lgzfZLlNA
w5TUt5QSXEtyiG5xCXAWpcW5eH/qpp5E/QGf+B0UqSKBTQkMQpExCIZsiukMRYaGoCbdoP71mx+R
+8CyLLz4xS/W2rcEU4s+RMYYdu/ejcnJSbXYKX/hhRf+PIBiCOgkUKssbcT46Gmx9KkENHnlK19K
bwikxms5D3YopYEmBgg8z0Wz2UC9XpfzJYR7sWfP2SgUCvKPfePoGpabDjLZDIYnRoP+QABZymER
AkoDrZgGZjX/FgcA+oTdjLPEeg2usDaXqXBh6UGrkVYB35+heRRo9gB9IuBZjMEVaQIe7BOTEuQM
imHLwKgVsbQGajPQ1L97+xNyX5RKJVxyySVd6fm4/Lj88ssl8BljyOVyl+7atevKBJbOJkiPU6qn
TylDP/nk2lgul/+YkBaMMWQyWRgGlXOQ6/UaHNeJLDRCsH37di26vu/EBg6sN5HJ2BiZGpU62aYc
FgEMSrr8cvWpCuI0BCdOKhSz4TjC/j6l+Ahxr1l1POJgRrfOjTFofGNKT2H8pIk85xTAq+BmsSxi
2J5mUYKsSTBi0UCuxUBdGi3BsgzcfGgFn/nWUbmfNm3ahLPPPjtRT4tjkM1mcc4552jd9tPT02/J
5XJTA+ppmqKnnzVAkw984FcIIdYvWpa9PeiKCLqOMxlb6uZ6vYFWuy2cUxBCMDIyjG3bIpP/cKWF
+xersEwDw+MjoIRKm8oGhyEi+bTrE0+uZuvn4nPGZaG+z9R6Z64AnMusHONhcyzUzhUmA0MeT6xA
r3xPHSoXY26mdojHXI/I647ALTOHTA9sAcAiBHmTYMQkMGho8dHA+tu8ZzuKpQIsy8D/23cctx9d
lftmz549XXaeyOYKgO/cuVNKj1CyjO3atet/hoBWrTwV1Emy42mx9KkANAGA0dGZne12+/2ERKwS
dI8EUqPRqKPZrIP5vgSUaZo499xzo9qCjodbnizDoCSQGZYpNbAFDpOSqE5DuCcx1A4CXvWHPASr
LxlSsDILQY2uLhVfdq50t2Gp2jnqZOlmas551wSm+BY/AXgi8FWAh1aiZO7g5PRZNGPEIgR5gyBL
aehjh2RhGpjZuRXZrA3LNPDROw5goRZNabrkkku6xiGo43s557jsssu0n42NjX3f8PDwVkVL52OA
TgoSn5brccoYulgc+mAmY8tLjuiCYMxHq9VCo9GA4zhKMQPHueeeh2w2Kpa5/sAyPMYxNFpCJpdV
sMdhEC41M9Gq0gbIn8beFNVABKwqmNiH2p0iWJnJwFAypAz8wu7sWI8hY0o/oXKPHhpaZV/GdJtO
lyvdLM+VxBCPsbivfubwNYMAeQNSchhhgJ0vZDGzayss00CHcfzGLY9qia64nlalB+cctm1jz549
WoZxx44d1yosnYtJDysGaOPpuh70VLDzn//5n19FCHm7kBFh9gicc3Q6HTQa9a6KrsnJSe0S9bUn
y1htucjksyiOlIKUWHiwqEQvjzFEdDlNA3G3rywu5SGQw5kavniti4mV4C8EvR+v3WB6cyzT6qJj
ViB6TxvvYmAk+OIJ0iPpb0f9jghZOtytnAcoUnS0yDqWRkuY2roJlmngyY0W/vTuQ5qe3rRpU9eu
Nk1Txh+7du3SRiUMDw9fPjs7e3HM8cj1yCIaabVkp01yUEp/W51alM/n5JIJrVYLzWZLGxJomibO
v+ACSdbHNlq4f2EDpmlgbNO49CdEWplAjfB4rGAnVkec6C2Ly3AwadRnTA6H8bUGWCE/VNbl3cGg
YPS0XkI1pZ3mKadtSF5HIrVJT7lacKazus84XJ+H3eLR9yAcIJyHW5AqN2X6nGBidhOGRoZgWQb+
+bEFfGuh0lN6iClNor79wgsv1KTH9PT0/+ijpa0BsojPOKAJAHzyk598FYCrBGMSSmFZwRnqOB00
Gk10Om3tF8866yw50KTtMVx/YBmUEoxMjQGUauDhQUkggMgJkIBk4eWdcY19hSPAxD9FSzLJsnpL
la8+ZkqQxyLgyoCR60X9PlN+rqW90zct5Z3gk7M+JwFPuAKoxU4+RwBmxuGxSHoIYPPwD7Dwj4k6
EJE6n9o2C8swYJkGfv/2/VrSZc+ePYkBosghiLp1kS7P5/M7pqenL4xp6VwPUBtPVUs/bclBCPmg
OhU/m83IksRGo4Fms6HVAQwNDWHbtm1yR3z9aBkbHQ+5oQIyhVxU7MOjHmi5/olycDzG5BYA3FeY
UwBYCfjAFLZVQM4jHRyBNdKdvvZccTe4XuvMWKxGWrPckptkOY9L/O76jr4ngqbfo83zw/0Tzt3z
YsBmLGBoX5EuBiLpkStkMbFlE0yTYrXt4h8enpeffefOnV2pcdFBLhoAzjrrLK2gaWZm5jUJdR6n
3MajT4Odycc//vFLAVwlAGuaFmwrsOna7TYajYYs2BeXx/POO08exYV6B3fNV2CYBkY3jWsRv2S5
ECgejwDt+sEwRN/n8MSwxHAIS5SeZlFAp2rgkFE9qaO5MrorZH+FxeXJAeUEUHSzr9h3fthf6Cuu
g740XHfgF9+S3i+nkyZ517y70MllEYjdcD+JK5Svpsk5V1YtCF0LRFV8E7NTKBQLsAwDn9t7DAfK
dQmA888/PzGDKIauC5YWxz6Xy20bGxvbmcLQKqiNHtKDPKMMnc/n36NO/8xkMmHO30Or1USr1YoC
FMYwNjaGsbEx+fs3HFgGIQSjm8aAsB5YrTyT7BluESuHQFafy40pQxZ1tpaPFSkRyYaY0yFmyylB
lQCyr40HYzoo2QABX0wixG3EOKOn6W6u2I7C3XB9Ho40EI95ODFVYWk/2LjymPkqc0MCe2rbDEyT
wjIN/Ok9h+VnGh8f7/KmCSEyIPR9X5MmlFLMzs5+d0JwGGfptFqPZ4yhCQDykY98ZCfn/O3iwwZL
JFjwfYZWq41msxnYdAqzXHLJxfKPHFxr4HClBdO2kB8qKpfPyD9lPgMLF+vRAcxCVuZyrK1kasaC
gyQCOhZZcxrDKrpa189cBoyaLJEBYPS6BDuUIY19AIyU510OBU7uxGCAvHq5Pu/eP7ET31diEXny
+sFKBpyxANQEKAwVMDo1BtMw8NBStStAjGtp0TXOGMPs7GxY9hDchoeHLygWizM9AG33qcbrC27z
qbJzsVh8h+/7Mv2ZyUTzNAJno6lp4a1btwaF/SH1fPGRBYAAo5vG4YODchL03bGwyFcEhCCwOEA5
B+EEYBycEjBKwDgBYwQ+4bIWmDACEnrWIh8u3RC1hQlqF0lkAcrMW6xSTquTQHebFVfbrBR29Zo1
eI06WisnwBwHTiWYidFaPjHQfjYLQ7AKQ8Fle2oG1LKRGZmAPTIOQ6wvDj1m8GLxhqtKNV+JLcKN
INhnEIsrKRslwPjsFCor6/BZECB++c3fJb3pLVu2aFNPRaGZ6CbfsmWLHJkQOh6XHzx4UJ2TF2+o
FTPz4oMgySCtWuZTcTYAEMuy3q5OnrdC7ew4DprNIIkSLKMWfJFzzjlXVtfdPV/BWtvF6GgJmWJB
JjlIbGJQUJDP4Ur/NMx5h0BmlICRII1LeViGSrhslCWEyxqPJI9XSBtABWxU88xUcKs1G7G0tuqH
t1cW0FpeQHvlBJz1MpjrPK2o22vU4DVqiSeBmS8iMzENY2gE9uRmWCPjCpADiRXIM6bJDtdHGEwD
vh/YooQQEMZBqGhJI+DhY9u2Mbl5ExaPLWCl5eCm/Uv4/rM3yQAxPsbXtm04jgPHcbB161Y88cQT
Euyjo6PnAbgDUXd4fFCNOtfDCIFNZfcHYhMvTwFDk4997GNvYIzJAgyRRPE8D81mC+12O8wiBcX8
U1OTyOdzga1HgBsPrgCEoDQ5FupvAp9zrTpOnpKEwOQI2JlzcEbAKGDSUOsSAp8TUMJCIIerXxG1
h5CI+ej6TAsFsPIyLxIvUGopuoAcdaI49Roa80fRWllAc/5JnK4bYwytyhrq5RX44eKgJJuHPbkZ
ua27kd9+NjwGKTVUDR3FIAgZWtlXsqQ3/IIkIJGRqXGsLa7C8xk+++2jEtClUgnj4+PaNCYhQdvt
Niil2Lx5M+bn58XQoKGZmZnzFxYW9iYAOmn8gRFj6Z5MbT4VdqaUXisSJWIVJmHVtVpNtNud0G4L
tnPPPU/um28vVlFuuRgdKyGTz8oVXRGyo9ZsFo7Ocg0CwklQcENJMCKAE9k/R8PkQLDoJpcAJkS0
XLHgNRqrxlNlB1elCO/yedVCfs/poHrkAKpH9ksJcbpuXF351hMr4HrwPR9uq4zq8iK8ffeAERPZ
bXswfMnLYE3MwmHdwaEbBoMgBBQRkIMrGwEYAWhwEAxCMDY1DmduESstB7cfXZVNtnv27NEArfrS
QksLFuecY3h4+KyFhYUnEHWGiy2TAGj/ZFj6qUgOYprmtaq3HHWidNBqtcJBJBSMcRSLeUxMTEpx
efPh1UA7T41Jj5iHs98o17tPKAAfBBYP9B2nCMdrEZgsqhSjLOzSCOukRXG7OsARRNA+V6ZvkKg4
XtHN6Oo2CRi5sXxCAvn0ojhaQ1EuFOrrwPb8cClnN7h3nRZq++7B/H13go5MYPjyqzB8yRUhoBEG
jkJDc3BCQumB8EoXAJ2wkL4NgpHxUawsLMM0KP7pkRMS0OPj48jlclp5g2iIbjabKJVKyGazaLfb
Ih2+XckWiq0TY2s1yTIwS5+05PjEJz7xegAjNJwOatu27AxuNgOrLipa4TjrrMi6ObrRxmPlBkpD
edi5HFiQkpO9eQLQIsIWl8I2RIcEwGiQpmUUMBiJQC20Mw+LUxkP5UdUMB01yHYPwtDdhShIFKCu
HjmApXu/cVpBLOojtBVqfSYXSGJ+MJjRD9ck9z0Pbghq13Xl1pl7EquH92OqWsHoS783lBoMHS9w
aQLy4PKKxknUysUJAaEcYEGzxsjoCFZXyti3VMWBcl1OOd25cyceffTRrkSLIL7JyUkcP35cXNXt
6enpcxYXFx9MYOlO6Hao48TURAs/FbadjHsJIdeK4n1CiPSePS+YfOQ4jraI+ubNmyGWRvvPQ4F2
Ht00HkTjHofvBfeex7TNdRkcj8FxGdquj44XPk/YOmLzw9f8cPP88GfBylSd8PX4+8TrrmJtRUU9
wOI9t58WMHPBwuGSGyKwcl0XTseB57pwXQeu68F1PDgKaIOfeXCd8LnnBc9dRy4IVD12JEy2iNW7
Qv9ZJF7EMs/itdA2ZR4DD2gdI8PDwXIhBsU/PhJlD7ds2ZJo4YlFmmZnZ7Wfj4yM7Ehg6UwfC4/0
s/BOWnIQQq5Vz0JRDyt2LGMchATssnnzZhQK+VA/c9y3UAWhFLlSEZ7PQL3A+6SiYCZkadGBImZn
+Cy09ShCuRE0yBqEgzISFf2z0Loj0T1C5oEy704MZFEHjHOIhbVIxNZOB+W9d6H+5IGA4U/VVCll
ZofKxFx9LEpXfSYXEg3YmcNnAeh9dd1x15Nro3ieB8cRYPckuGlpTALZ8RlcPxBdwYAdEYSHbA0x
0IZHl0oCZAwL+WwWntfEncfW1IJ+bNq0SRusLlbfajabKBaLUnaEweSWFDBnQpYWSRY3xKlq5Z0S
yUE++MEPvooxNiJqYEUwKJbsFQumB4Eew5YtW0P1znHbk+touD42zYyCg8L3gjOfeCGgEQ1RkTOE
wm5wQgCDE9iUgFEORil8xsMhKzxsBhU6OmrtEq4Hwkuo2gkO8GBWs6qlSdSH6DsdLHztK3Ar5a7V
s1RgE2EP9GBd9FhBVtQw6ynvCMRcFhWF4wKEhmZc19BeBGhXkRwC4J7nIbP9XFk20PLCrGBIfUIq
0zD4DfYXlyMgqJRpQKlQRKPVQrPjaxbe9PS0BmjhSYvvPDk5iWPHjomfWePj41vL5XI7Buw2eo88
oL1AbZ6E3IDrulfVajXkcjltOLbruuE8Z1cp/KbYunULwAk44bjnRAUcBPnhITCPg/scxGeAx6Sj
QSC86DAgCXcoR+BscBPwGYFPg0EqNGwhEkkVg0BOESKhqU271lBRAC57Xhi4SMIQgs7aMla+eTOc
9dXg96VjQqJxW+Tk5gB2rRYbq/OIwM2ijKkf1qOIBXxCIAu29iRL+yGYfblCmApkx3Hheh7MTdvg
+cGyFu1wFBNV9ofIA0iQ86gWnStxSClTwBItwzAI7jhWloCO10oL2UEphed5GB8fx7Fjx+R+KJVK
s+Vy+ViMne2UbhZD8aXjFXj8KTE0pfSVvu+jXq/Dtm0MDw/LZSPUOcOcc2zZsjUsIw1sn7vmNjBU
yCI3VIQfMjNxg8IIMVGTKG3ZIspGyBQeIyA87LKgQW+hIQJDErkalCqJFfF3xOVTm7FLokOlMHNn
bQWL//WP4J4j2YlIx0RMNlXcE/QGtrq8slp9JmrHAzZWg8BAagg9LdwN+TPV3Yhtgp0FkAMdHoCb
Do2C2Xl4jKPpMjAGcSqLXSzRIShQvw+8fh7O/8vZGbiejzuPlfvKDtu24bouSqWSVr9eKBQmFSAn
aeh+LP2UbTsREL5SPVCNRgOGYaDT6aDT6Wi/sGnTJnkQ755fBydAYaQUBBoeDwDtcRDGglOORywN
efnX+60YI8iZHH7obBhUYWgGUKLYTiIVLjS06OkPrSlVJgi5Udv/ENbuvRXcdYLmXEViSB1O9NVn
pYQhaWDW28UCL5lHYEZcakRMLTvHw2BNnVIkHnuKF+26quyI9LPne8hObZXLOrfDFUFVJhaPOU9e
FjaIi6J4o5TNo9FuwaBU86THx8e7ZIdhGBBlEiMjI6hUKgLQ4zF2zsQ6WawYqL2E4JCfDKCl3Hjf
+953lcpEQhs1m02sra2h0WjAsix5wGdmZsIDSnDn8Qo4J7ByWfg+AWEMxOdB3YYAcqg15UqBBKEU
iHaqy4Kf2QYNAkJOQBmX1p3qoVIJxIilVbmg616C2v59WL393+XvyGHfMVATZd1DddpnP7khU/ri
cbjAfVxqSHD7XHOLSKEEY2wTMuPTIMUR0OJwVJsdrl3othpoLRxDu7wMvrqE1sGHJWtPXP4qeD5H
0+ORRlYyFKlptK6Xgt8oZvKgdB2UEtxxtKwBOkl2iH02MjKCjY0N+fOxsbGZtbW1Vg/ZkcbQibJj
YIYmhLxKeIrirAsYIlg/sF6vgxCCbDaLUqkky0Q559i7VAUDkC3mAyPf5xLQRCmuINJuCPa4OlJW
PK67HHnOQoYOl0SmXAaBVBYmRUGcHIJOIOfAgUQ946tf+1c09u+TOz7YmJQaEr8knqzR5+ohNlM6
yVfWA0JIOaK5HH7wmBRKyJ5zKTI7zoMxPq3M2osSPoRzUKX4xNh1MfJhDcck42jMHYHHOazpHYE9
yWKeFxm0HYRo6TmTGsiYJhzXx97FaK50qVTqSrJYVjDru9PpdMmOUqk0tba2NhcDsZ1STio2L012
nExQeLEKaDEOSvil4kC1Wi3Mzs7KOWjLTRdLDReFQgZmJgvf9UMwBx+HKA6HOMBabSUhXZdBzjmy
BmCECRgpN2jAoJRAprlFGpdAvBbxDHNaWL3ly+gcfVz2QIrvJi3JeECY5HL05meltjnKiqqBIYux
M7dsDF35/cicc5msLXGYOopXKbFVOmpkowKLfm7M7ABhgMs4Wr7mwPUYQTzAVQdA3s6i2XGw1Ohg
odaWy12USqWurKFpmmi1WhgaGtIAnc1mhxUAZ3oAuldJKX8qGloCWmgiYdm5risr6QBg8+bN8lL5
rYUKKCXIFfJgygA3qjIyV5i6i5V5Vx2x6wehbgaBnRQ4GzwqrEGgqQnhcfNZamjWaWPlX/4a3tqC
BmL1sXBJ4sxMnoInnWrZxTZjfBojb/hJEDsLl3FtCpI68IZztUEhajzgGthJ2O3D0AyDb0LS4Erk
PicpACbKBRQAcnYWlNZAKcG3FzckoOM6WqxBKTCTz+fRaDQEoIshaOOgTgJzmuwYiKG1jIxhGNvV
S4iwYoRFJA4UIUQbT3Co0gKlBIVSUaa5EVZ5gUWgJmEBBRdg5pHRDyXZITYvPLAWDcoeg0AwYGoQ
9cAF8iG6thK4K/NYvf5vweobcmdHwNVBHAdwnJ37AVuz6hLu1fFZxvg0itf+BHwrGwaEevmqOrUp
Pp1JneYUvEbk7zXDhgfaJTNI6qiitHv1Sca0ZA3NwbWGnM8R7zcUJCgs1Fwuh2azKSo1s7EA0OrD
0L2mlvKBJMd73vOeq7R8uTItR1hE4sAGll2UBj1SaYESgkKpEJurIYqARGAoCvAVHUoU2yuh5sJx
oUwiDRsAABgC1MJjJaEkAeAsH8fil/4EcDsQI8sIEaAm8jHRgkrSU2r0t+2QCmb53M6i8D1vhGdl
g4o6FlvaQpay6o23vgpyrs+w9jlH02PwWHwFg+452ioyaA+wq9/UtuzwihYAWuyLeGAoAC32U7FY
xNpalGUcHR2dXF9fbw4gN9L6DU/O5eCc71B9Ztu2FWvI1dg5fnY+tNpAzraQzeW0MT9xv4UBWpAk
ZXRSgT6igvuaz5E1xQSg4OB4UYGYBCUjQO3BO7Fyw+c0VmZMlxqRn62Cmiay9KCqQ+8PjIM5YOjs
5a8GG52B7zOlyUCRKOFOUDto1KmjPlennXLJzB6PymiJAmBZ0Ui6Z2yn6et4Nw4A5DNZOK6Hby9U
JEMTEkycFSysMrTjOMhkMtokANu2CwksbfXQ0IbqOqo6eiANTSndHrM8ouqv2FIFKqCXGg4IIcgV
c6AGDYQeulfdEvOMoSycE9dvHPHlHSIZ0vDCmdHiABHIydDiW7eOPI7jX/7rcGUnqoE6ST9Hz5UF
ekJwIyxP1b8HTQAyi2lo4adzpV4cgJ1F8dJXwhW1HWp9trrGtyhv1XQ1j3XPBM+bfpBVDUCrgpVo
zylJrvjRGZqnenwZwdKEYKHexkwxC845CoWCBmgxK1zYeNrfyGRyA4DZTGHok9fQhJDt8cuHKjn0
DGEkN5aaTmCrmaakVqJ0NEdndFDnLP1i5QNw5Zk4HdWfBUAnaIVDEm0atm5JHR4c4OqhwJMVrKwC
OZAdJDE4TLLr9MeDdJfwruBQZd/cxS8Ht7IKa8dWyOKxOR48oS1MTnkCWl7YwiYGx6jgJAINpEtq
kNSStiBLm/RdDUplImux1sHsUDD1f2JiAmtrazIQVJdcjl/FbdvOKqBNA3VaUKi5HWa/7pRQcmxX
R3kJEItaAtXhUDXjQysNEIIgIOS8y7PtBjNJAbNytSARgxFEmpsDcFjgfmQNHvYYRt+0dvwQHNeN
GJpQJfpWrbpul6MXqNN0dNyH5j0KlApbdsNTZpfEpyBxrhb6I1rDBfo4A5cDLT+MGUICkIAmep05
1bRzsCdFD2dcP6s6W8hFolhy4ur1rYUKLp8d6SIEdRWt+IpaocmQDcFqDsDOaaAGAGIOpjio/HCi
E8GX9QVM09BbtmzRAJ4YMMnERwBIHczJLB1tamVcVEAjJInPgYYXgNqk0YGpHTsALwS07yuyg9BE
Zo6kBunufhmwjiO1MCmmpX0rB59H30cFM3hU66LKDRXsPudwWJBJFQsGUUSP1Z7BroCv67W43iY6
iAnRDpFlmJFGVyaRjo+P49ChQ8pVisnaaAAYHh6WC32Gr5kDbEmSg4YFS4NLDsuyLoq31qhOR1pE
f7jSkuWfogJZXf2Sh7UWoES5npKeXZCq1BCVc5yLEyPSlm0GGJwjYxB4a0toLJ8IykypoQWDkctB
Eus3ujcoRUrxx4O5HEKCCKB7jAWte/Glj5XFPJGykL3HAccXl/8IjIa6lB1JkBSqFCHJiwYStVal
K/2tdAKF24FyTTvRVa0cLHVtytfUq1wuWJ3IiIE3LUsYB/NAkkMDdafTGVYPiiiA8X2/K6kiOlgA
oOH6IASwbLsrv8GlSyCEA1GK7HXJoQ1mkQeZyFEHYUO4BDoRU5g40PKBlQfugOO4MEwDLKyfFuzc
0+UA6V8LfRKJlSTpEc3U4Nr3Y1BtnmjBVfE9Pc7h+DysgiOSaQGxvJsOYs3NIN0OR5K7QWIsQmKR
IY9dbetONKdFJT31JrLKqqFACDFioO3Fzr0m/g/G0Kp+7r40U01Hq0kVcYWys3ZMP+tghnKZSxIf
0T2XSwhLHxvKWIKY+8HCP3j4hs+js7GBbDaDXLjmS+Rw6Mzc3+VISLD0SBVzxSGQHTKx6f3NucMw
dpwbxANcdXp4tEdUIDNRIRc1NmiBnVzmWQkCEwCtSgx1ASbtXp5LXCKYk0hLZzPZaOk85UQfGhrq
cjPUNcPVwn8RX8YAbaRstEdgiH5BoShM0jxo8UFFz5g443ji8PFIcxGtywMamEU+VeejGKA50fxp
yeThuAN9GlIgZ47+5xfRXlkAALRabbTbHdiWhVwuKzWdoQSEweSlMH1+ilyOyLJLdjnq+x9E4cof
6LIqpWEWSguPR5VyBiFaI7FqyRElGKSqRk6UHiQh8FMPXyQFowPCo2Iltcxc0dBqUBjPrKq9qGqs
lsLS/YJBDauDpr61DyVALHSRuKlMLpIqWdsKPGhxiAi0vj5ZzM9JauUiVzKHKm9FxUpEerZqzLLx
5H4c+edPd4Gr4zjoOA4Mw0A2m4EdzpAg4fIMErQ+pPTQP29/lyPN6YiXknLO4ey9E6NrS7DGNmnf
T86dVq4EhljMnnSzq6F48KrsoAnAjetlweBd1MxJjFQiSScvG+H/88D8muZ2xQEt9rHqIsUATRMY
OZ5Qob3yQGY/do7jS2VlwzC6FmbsrjsFsoUciM8VRubKWAEuRw/0KvKKT63Xi/ODQhyQqM/90I3X
4cCX/xpes5b6N33fR6PRRAOAbVkwLRNWWBlGw+CVEpYYDD5VlyNKkqhF/sD6XV/F5A/8GLwwne3x
aDkOqjAwiYGUxv3mWDCoZgSRYMWpYNeuisplUjQ5c67brUF7XZACb3fcrpNblRwC4GL8RcK+SwN0
HMw9Bzj2Y2gkMbT4oKIsMCnzl1JUHU3lEaWdXOkiiRcvEo0E9EBEeM+NKtaPPCGfrzxyP47d9u9o
rgw2DFEGK64LJ0zjU0phGgZMywzuQ2kSTWIiunzSAtx4UT+0Jlk1le37fjBXw/dRue4vYbzoamQm
Z8LakyQAR8wLxZaj4QSpLvmRkAkEIV0etNbvID6jcqkTQbeqB1WGDq7A8WRZsuQQryUEjHFt3AvM
qYX+AyVW1DNJpDDjbB0/OxNBTbRKxXBnci2sIiQWaJFud1oEV+tHnsDXPvCTcBs1nMobYwwOYxLg
8nuH352ELolBB59G7IbJKN8LYg1XybCK2+E/+hVc+AfXdfnAlMR8ZcWlkK+TeBKExCy66Nior6sF
S7L+PASqBLJwjsKkjkzDhqMg1GyxevzjQaEqOXowdBKwaR92HiixkjjIQwV0XEMnZ8yAdrONXCYT
sRuJagSEPqVxzMdckLieXnroftz+0V865WDuBXLGWCIQT9WteXQ/Vv7ji5j9/h+NQEmgAVqwtNDR
hpAWqbIkJc2txgTQWZeH8i0ItnnYdR8BWw0K1cxx/PinMbSY9t8jZqMDyowu23yg8tH4h+ylodX3
XjxZxP6NDpjva36lCAwJj1KyOmOo91Eds7gcHrz1enzzTz+AF+KNt+qwDCI1b6SRSVdwF9fNJAQ4
iKq9dSmCBEDHtTMnybUkjCjunTgFlBncL94ynqqh1Yq7FPIjPVi6r9Q4qfJR7dLpuhLQSRpaFf1J
f46EH1sUu5AwwFB9UaC7s0Kw+z2f/gM8+pUv4IV62/I9r4dNqXZy6xYdiRIoCqBpir5WHRFR+aJ2
qZNYeQHUGhESsDXTgvcwCUYiTaKuqd5LQ6slFHIR1mSGTmJr0meTBNAXyKp32ul0tLJLoaOF/Fhf
X9dsGXVVUaI1r6KreJ6IrhOqTBMVK51Sgjv/5AMvaDADwIG/+zgsI1hs3qJBh7sVDqgUi2SaVPyc
ysc2pbCN4LVgC95nGwRm+L7gnsIwor9h0nDgpRh6SZV9Lou10HWMiHpZkKmt6H2tVqurPFe6OpzL
KVuKA9QPyP1m25FBipMIANJqtaqEkFKYd5cfSsgPFbyie4VSioJlBE5ExwGKBaXhlHddCinXOyeg
XF6dRg03vu/HUT78OF7ot6V7bsODn/wgXvRLv5uYphbyQ5UjhuhsV2Rbkh1HSI+RQ7HCKBYeD6bZ
d2LRzii2cTptWe03lDE14KqSQx08KXAi8ha+77M+DN1LNw9s26la51HTNK9QdbNIeWcyGe3yoZ6N
Z43mcf9yHW7HkZkvNSMIxekgsUSBAHR9cR5f/cgvfkeAWdyO3/oVTF/8Euy8+g3R8MmYPQcF3N2W
XXcipTvJICf8RRUa6loxXASDodQIx4ZxDU3RcnAAxzmTw1rwp0oOgQsxYlfFSbvd9gaQHqlW8slo
aCBokJVnW61Wky1Yvu/Dtm3NoltdXcXU1FRkAXGg3WjpczYQN/nVQCc6OGuHHsf1v/oOOPUavtNu
9/3x+2FSgj3f+4PyJDckSxMN0HqihCiEoMcl8XqawJojsjuG8Dgjx7O1kRkt6mbk0n0xDd1sNhM1
tFics1arxT3pfkDuW0M1aGIF7XZ7Ts29q4U8pmlqdRwikmWM4dJNJVz36CI8z9dhTLiWoCBc90op
gPKhx/Hv36FgFrcH/vr/YnrP+Zg867xuR0PxqAn01jOakPlLGiijBoIMyji2cGMiSyhYmkGTi0Aw
FVWMTviurRNaY4QqOcQMRHWcmYIv/2RLMFKy2oMNPPc8T1vmqFKphOsS2jIYFPdra2sS7DNDQX9Z
o1qPivIJlBFb4XOqTjkKHh/95q3ofAeDGQgWJLrpV96B6pEnYFMaBYtGECzaRjBiWHtMKWwaBZWW
QbQg01QCQRFkioDQUAJwSrs73uXQSqVjoNPuyMBu80i+KygUBKeWGlcqlbjR4KdIipMeyN0P0GKM
7lw8ySDcjUwmI+07Me5JfKmZoWy0tp/Q/QLMtLtwXgCbUmByz3k4cwM69Spu/YNfB2vVYFEagDd0
NGyDwpJgphLYVvi6ZVDF9aCK2xFzN5RNZB0pjRwPqoxzEAO4hVftOq4cfrNluCCv4AIjanOsuIKL
1R+Ezm61WoNmq/ouvNkP0BwANjY25tR5wxsbG7KmQ4BZbG7Y5iSAeummEhjjaNTqiSpInvlUZ4Hd
L78al77xHWcQDWDl4GP4x/e8DbxVQ8YQwA2YOBMCPGJvGtp4wWYZwWoHkU0XpOyTQE27gB1adJTE
rNbg2LmeB9dxwDjwki0TWhWiCPxUhhbLldTrdY2hQ5cjbrqk4fHpr7Fy00033a2yabVa7ZIa6ra2
tiZBfdZYQZcd6ifS1hNUmToA9qve/Vu44H/+0GkHULZYwjXveT9+4u/+Hb9x50G87c+uwzXvfj+G
Z7Y8a6BePvAYbv3k74bedMTIQlIIkIufx4FsGYrMUHxn7V6RG9qm9FUSBdGddjt0ORjOnYocDpGr
UDODjuPIFHm9XtfyG9Vq1Uki0oT7vjezHzsrj+cNw9gcinjpPwsQq2nMRqOB8fFxUEpx1lghYOiN
etcf1EJuZV1BNQD6vt/8A1QX53H82/ecFuDMnH0+3vkX1yFTLMnPuPvFV2D3i67AFW/539h305dx
+2c+icrC3GkH9d4b/xkGIXjzh/5QL0Ii0IPsJI85XDYveBz5zep8aHCEwySjjQJghOv2X9gP2mo0
5aDI8zaNSIdDXKXFrdVqhevvMDlPXPy80+mwQVRCCqi7IDUIQ/PwDHtcDNoul8tS/4jgUGXrSqUi
z+bLZ0bAOEer0QrcEPEHiT7yS7wkmUBkCynBD/3fv8Km06CpZ88+Hz/9qS9haHgk0qoiyAr16Ute
+yb8/OdvxHlXfe+z43zc8GV8+8Yva1raolRKDUuRGVY8ANSCQapJDqGdIwkCZcZ2pDU4iFwwsFVv
Sv380m2T8r1O2DwhMCKWLBHuRrValcm5Vqvlx+REfBvkZycnOUJWflyu9cEYlpeXQSmFZVkS0GKr
VqtScsyWcpgqZMAYR7vR0tqn1BnNavGCGlVTQpArlfC2v/wiskOlZxQsb/3wH6I0PNzlENgGRcYg
yISX+aHhYbzjE3+D1/3yB58VUH/xt/8PHrghArXQz1JqCL1sKCnzhICQKuluFdTqigVaYzOJCpd8
30e72QLjHDNDeWwZiQJCV84/MSSgO50OGGPaTLvQr/YTmLYfePnTCQo5AL66unqPOsd4cXFRSg4V
0KL6rl6vS1BfNh2sxVJd34g+DdG7huNWuaqnDUKQL5Xwjk89c6B+6bVvwo5zLwyZmIYgpnoQZhDp
LtgGxavf9pN464f/8FkB9Zc/9ttY3P9ocMLRdEdDt+toF2OLBZeIUjtDY0BGOBtQMDMjQL1aDxcw
4vguhZ1F6YPK0J1ORy7nJpajELdareb2ADFXFBLrw9o9AR2PJvktt9yiiVgx/1fV0Sqoq9WqtGZe
uWMCPuOoljf0TxV3/aEzA4kBfOac8/Gjn/ibZwQgl3/P90nARoEX0RwDFehCjlz5+jfjx37nj3H2
i1+Gi1/9P7DlnAtOC6CbtSo+9s4fxsbCvGRoFcCyeMlQmNnQQS3S5pKZKbSgj0iZoU5zChp1G5Wa
XA7jmnNmJaAFOwuGdl0XzWYTjuOAUpoGaKQAmfUBexezD8zQALjruveLD768vCwvG0JLq5tYooIQ
glftnARjHJ12J3A71KEqKewcAVx1Qwh2vugK/PCHTj0r7jz/QslutmA7jZ0VxqahBDEIMibFK3/w
zfiVv/syfv6Tn8Wv/N2XkX+GpZEK6j/5xXfCqVfliacmUlS5IUAeLSUNbV0a3W+OyEQHc4Awz/dR
3wh0sM84vvecLZLcfN/X2LndbqNWq8kptevr6/Lz1+t1fwDAxoHNegF74KAQAG+1WveryZWFhQVZ
+yrW0RCArlQqyprfBK/YPg7f56isrEeXrvg1JEFyQJvRHNy/+No34pqfee8pA8b2cy/A9NZtoV5W
GDrcMhLMJPR+AyBnTQNZBegZg2JkZAS/8f/+BfnS8GkB9dHHHsZHfuyHZJLFTJEbESNDzwhqi5Xq
aYtuZAXjyOobtWAFW8Zx9Z5ZbXyBGIgpQN1qtdBoNMAY08CcAmg2wKaC+qSCwi69srKycp+6mPrx
48e1jmYBbAHq9fV1+WUD2cFQXav0DWOlRa0FKVEWkRKC7/2ZX8ZLrn3T0wfzeRfiA5//V3mJlsEV
jWSFpWjnAMg0BLIAPNFAvefCi/Crf/G506ann3zsYfz5+35Rq3HWvWZ0pbVlO5c2QEcfoMsUEItx
Cj4H6pWqlBtXnz0rSS0OZsdxUK1W0Ww25VVdbRSu1WpeCvMK8PoJYO4Fn54auusk/frXv36f7/t1
8abjx4/LD6cWpQhQb2xsyMDwdefOIm8acBwPtfWNhP8gWuND09jacm16zceP/u4f46yXvOwpA+FV
P/QWfOL6WzE8MiyL5QXDCZcgqoNQAK5sNqXI0ADIWSMC+2Xf/XK8+2N/dtpAfes/fwmf+Z33a/UZ
ZjxxQpTuF2Xp6Li8ECBWa6PFHGqn46C+XoXPGAqWiR++eIea8dPS3a1WC5VKBe12WwJa4MT3fa4E
hKwHQ/spLJ0IbDqI1FD/WKvV+ob4AvV6Xdow6ngDAepqtSqDAZWlywurwU7j0IqW1MbLpBxnfJkI
SoCf/uRnsOXckw/E3vzuX8W7P/7JkNX0S7Swv0SxT0bWSOhSRAaRIUtHBULB9n1veiv+1y+977SB
+t8++1e49ctf6lGjoTsZIjzpZR0EazzxcFYIx8ZaJWBnn+F7zpqRjOv7vqzjUfWzWByoVqtpK2Nt
bGz0khs+9MXq/T4SpGdipZcnyFZXV7+uvvnw4cP6L3OugVrUfVBK8daLt8H3GWqVGhrVulgQSxvf
hX6+DHQJUigN472fO7lA7D0f/zP8r196n643jWgTILcMqrdDxRwEydAG1RIxKoO/85d/Hd/7pree
NlB/4v/8PG758hcVdobUzppeVq3TFK3pcw5P2VzPR2WpHOpnhne8eLfWmidyFMKq29jYkHXRJ06c
kDqbc46NjQ0vhZX9HqD2e7D0wBpa0zhf+9rXbuOc1wUjz8/Pd82Jln+cUpTLZcms506VcOnMCHzG
sL68HlzGwKOlFbShi90pcu01pQakODyMX/n7f0G+1BvUhdIwfu+LX8E1b3qr5sVamhsQ9eSpQVVU
2RZ50hnJzDS09WLBpBmA/bf++C9x2cteftpA/akP/SaOPPawtOSM2OKjWgDedRkOrpweCxbvDMAc
gLtaroQ1zQwv2jyOc6eGJUAbjYZW61yv17G6uopGo6HJDVGoVKlUvBTNHN+8HgzdBep+GhpJl4V2
u32HKOKvVqvS7RAgVkHteZ70pAkh+NGLt8HzGdaXy+h0HLlYpLpOiLqSU6+EvtoBs+38C/DuHoFY
oTSM3//SV3DJd18Z1f4qEb/efEpkwkLYdSpDS6dDqXpLsvcy8r0UH//cdTj7wotOC6Dr1Q388htf
h8OPPqRZcX0ZS5EWHufwOQ/m67HgcWVpFb7P4PkMP/aiXRo7O44Trjnuo91uY2VlBevr6+CcY2Vl
RZMb1WrV76OZBZC9BKZmvbzoQRla+08XFxdvFx+eMYaDBw/K3HzSrLfV1VUJ6Ffv3oSpQgaez7A8
txTuRB6u4qQ/FuytyQ2gqyJWXELPfel346f/4JOJHvPf3vktnHXBRVqqVzgANBZExd0CVYKoXrSe
OdQTMJkYwMdHR/G3//YfGBoePu2gjubyiRVxdX9OrKIlNpWdxWsb5QrabQeez7CpmMVrQv0cygcI
98v3fVSrVayurspC/rm5OahlE+vr634f3ez1AHYvlsbJJFbkf/qNb3zj647jLIkvdOTIEdkoq3qS
it8oI11CCN71kt0BSy8FLK0sMNu9pejs7p6i4MErfujN+LH3/45814VXXImP/sP1KI2MaJ0ZVHEA
IptLsbcUuyv4OTSQW0YkUdTgMWtGdp4aNFqUYHx0BJ/7yukF9f954+tw6JGHNd0sDq3QyYKBfSE1
FHYWbL12Yjmcxcfwsy87Wx5fx3HQbDYluTmOg3K5jKWlJbko69zcnMRGp9PhoX5mcVwlgNhLkSF+
EphPRkPHbRW/Wq3+l1rI//jjj/dk6ZWVFfnea8/fLFl6/tDxiJFjzCy7XdD9s/jQRhXn//Od78LH
brgNH/niv+F3v/QVFErD0QQiAVwFzKq1pc6+MLR7vbjHJHEG11udLGVehqyAowQXXnIJ/vIL/3Da
9HS9uoH3vel1OPTIQ4oNF4DXZ4rECNcDd0Nwe5zD5cHz8sKKZOepQgavP3+LZOdKpSKZ2fd9NJtN
rKysYHV1Fa7r4vDhw1oH+Nra2qBAdsMtjaH5U2FoJIEZgH/33Xf/o/qmI0eOdAWF6m1tbQ2O40hQ
f/jqC+GFjke9Wg92sMLM8ecc8ceR7adpj/C24/wLccEVVyLeyy+6oA2Crl46k+hDV7qCxhiIVd0t
n5PuCrc4yK985VX4+Kf+5rSC+td/5FocfvQhballVS+7nMnHjh9sLmPodBysL5XheT48j+F3rrlE
gtl1XU1ueJ6H1dVVLC4uyivy3NyclkxZWVnx+mjmpM3vA+q+mcKklYi1D7C6urqxsbFxi2DjZrOJ
gwcPwvM86XjER4IdO3ZMXnpesmUcl86MwPMilk7Sz5oUSZMlis7W1CEhXYvf6BOb0JUO1kFJU0Ec
Ty1bXcCnymvxZAzBW972dvzEz/3CaQN1o7qB97/59Tj0yMMhAwOuqpcZR8dn6PgsYOqQnVfmFuE4
Ljyf4dKZEbx4y5gE54kTJ6DGUvV6HUtLS1heXobjODh+/Lj0pjnnWF1dZWG7VS/t7Cawc1pwyE42
sdLT+D548OC/iA/LGMNDDz0kM0ZJc6Lr9bpsvyGE4FdfeR4830er2cby3JICaoWlWRQspskSYTdx
Fdjq4vXQ4yB9XrK2MJcscjepwuJxdk6SIPEgkuhgTzoBfvfjf4i3vO3HTiuof/21r8Y3/vlLcBmT
EsNhHB2fy+duCPBGrYHa2gY8z4fr+fiVV5yr2XT1er2LnRcWFuQxPnz4MNSS49XVVX8AdnYTNq8P
mE9KciDFK/QefvjhJ5rN5sPiTa1WC4cPH5Yt6yKDpN7m5+fl43MnS/ipl+yG6zGsnlhBO7TxtIhb
gjmUIL0YG/q9HMSrLaoTY2moE5v0ajPd2oPigCg+NUkAc1j/kSQ34qD+809/BhddfMlpraX+7K+/
Bzf8+R/CYSxkZR7MwxZg5hyO52P1+CI8j8H1GX7qxbtw9sSQBGecnTc2NrCwsCCDwRMnTsgscZgp
5GF3yiDM3I+l41nCgYqTkBAUqlkbD4B38ODB69Qg8OGHH5ZnrLBpVKZutVpYWVmRz9922Q5M5W10
Og6O739SkR1QbDwokbfO1nHmjtb3iwLKqHgKXSsFxCWIBDf0Kj+xMmtU7JPM3nJQIkmRI7ECe5MS
3HDzLbjoktML6v/4iz/EP7z/l1Hd2JBsLRwOlzGszC2iWW/C9X1M5my89ZJtEszLy8sykSJS3svL
y5ifn5ftVUePHtU6uxcXF/2EYLAfMycFhuL3k4r+By4fTcvmeN/61re+3Ww2HxWyo9ls4siRI1KG
iDkM6m1xcVEy91DGwkeuuRiu56NebWDh6Al4TAAYOmMzrpn+KhtHMoVrDK3XJKjVfDqASQzg0FaM
0utH1HoItXPaJLpMiRI4aiF99+ujI6P44j/9M4ZHRk4rqPde/0/4wrvegtX546FuDli6WqlhY2UN
rsfgej4++OrzUbRNmSibn5+XzBxm/bC0tIRyuQzf97G0tIROp6MW8fOwVDQuN+JgdpQtzeXwU/Tz
Sae+084u98CBA19Sq+4eeugh2eWblBL3fV8GiADw4i1jeMvF2+F6DCsnVlBZ35D2EUtIuvjKMmd+
yvtUKaI2FIg5bjprJ7NxfOwvVeohopQyugAbvIZYR4giX+TPBdMDO3bswH/cfOtpB/XK/kfxD29/
HQ7dfjM6Pke77WDpyXkJ5jddsAWXz45Ipj18+LAc6SXYWWjnZrMJxphWhen7fpyd08B8MqBOrbh7
Khq6C9R79+7du7GxcYfwpX3fl9nDTqejLVquVFthY2NDPn/fVedh92gBrudj/uAxOK4X6rkAvHKJ
M7XOgOnFM54WUPIu5ySSIrH1tIEEja2UrUJdTUpZ/08DODT2jQqCIAGsanKacBJccukl+Ou//QxO
982pV3Hbb/4cHvrcn2Hx8HE4HReu52PnSA7v/e49Eszlchmrq6saO5fLZczNzaFcLoMxJq++Agtr
a2u8Xq+nMXMaO6uA9voEhSelodNS4F1n2Le//e1/VGcxPPbYY6hWq9pMsziojx07po3i/ePXXo4s
Jeh0XDz52GF0XA8uY/BCG8mLgbQrVcsisOsWYMzXhs7YuqcdjftVl0SLwE30FaTUBXwIYlt32aZc
RJ7EBh+HJ87rXv96/PVnPotn41bvEDRqDbiejwwl+L/XXCivZO12G0888YSWRKnValhYWMDCwgJa
rRZarZZsnha3paWlQSw6AeBOAjsnaWiWUstx0gzNUz6Uc/z48fkTJ058Re1g2bt3r0yPijFivaTH
bCmHD199ERzXQ71ax/zh4xKgrnKfVHPgKUkCT/mZ0OBdQaRkaq6tf8h5SslqbPkzff5yfBYz0Qe6
dy1FHNVUJM10ftvb347/9fbTOwZt7CWvRumyq+B6PhzPw2+84mxMFzOSnR977DE4jiOZud1uY2lp
SQaClFJZeSmO8cLCAnccJx4MeikSo9OHpVXc8afrcqTJDpWlnXvuuedG13XLokxwbW0NBw8elDsg
ycar1+tYXFyUz1+9exN+6iW74bg+1lcrmDs8p4FZ+KauVtoIDfiuIkXU56r9F0gYrll+cs1wntRg
0FVFogWOkfedAmQS29DN8uKPcgB/9befOW3Ox9hLXo3ZN/1cCGYfb794K16xbUyC89ChQzLgE3Jj
bW0N8/PzWFlZged5WF5eRrPZlE0e7XYby8vLvZyNJDB3EljaSykhTewFORmG5glnmna2bWxsrO/f
v/8fhLzwfR+PP/64tHg6nY609OKuh6qnf/aKPfiBc2bguD7Ki6s4cfSElByeAmqRnvWY7ll7sQRB
HOw+69bXIhUs91SIarUlicV0N7jeLpa04FHq+mOke1azKBkS/8cNX73lGQ8Si7svwOY3/Twc14fj
+rhm5wT+92XbZFC3tLQk4yFxTDc2NnDixAmcOHECrVYLjuNo2jqssFOzgn4PV6OTsvWSHIly42QA
PRBDA3AeeOCBuzc2Nh4Sjofv+3jooYfkWdtqtSSw43parZn9yDUX49LpYTiuj+UTyygvr8FhOqhd
LrJcgd3kxdjZ49CyX65SdBMPImUhVAzcLLbbIhbXy1rBleUdeO/pgvpVQA1SuTb/Ymh4BP/2Xzc/
Y2DOze7Atne8D47nwfV8XDBRwK9feZY6RBH79u3TmLnRaGB+fh5zc3Oo1WrSlxadKmHBEt/Y2GA9
CDAJyO2nyNBPOShUHyfqaLHddtttnyWEtESV1draGo4cOSJdD8HScT195MgRDeh//NrLsWu0AMf1
cPzgMSwvrASsrEgJxxdszdBR5EjAzkwpvtFTu47K3GG1mad62aoNKDzscAmzuM6OW4JAwnvU9yaC
Gd3VcJzj3Isuxof+4BPPCDPv/JkPwzezcFwf24Yy+J1XnSPB7DgO7r33Xnm8xBV2ZWUF8/PzWFtb
kx50u92Wq8RyznHs2DE/xRGLuxlxMLcH1M+pracny9CDsHSnWq2uP/TQQ9epgBWuhwC167rS/ZD2
keNIzS2SLn/7w9+FXSMBqE8cmcfxw8dDqdENUNdncEK2jjamyQ+1hsFVGF8NJv14okZuUdNoxOoK
a/cDtabNIzCLWpQoIwotsH37z/48vuvlrzylmnnnuz4M38zAcT1sG8rgj645D0XbkGC+4447UKvV
JDO7rotyuYz5+XmUy2U5r06MqlBIifm+z09CarRTGLofOz9lhk4Ddc8Punfv3vsWFhb+W019P/DA
A/A8D67ryhGrcenRarV6grq8uIq5w8eD2gOfSYA6LGLojs/g+EHBTbAxLZjUQR0DPFdfZ1EbEleL
4SNQq2l6vb5E8bxl2asuadS/2eWtMw6HB5+/7TP80d9/8ZQ0BogAsON6cFwfW4s2PvGac4Ml+EIw
f/3rX5cMHNfNIoHi+77sRFKKj05GarQTtjige+lnPB1A98oaiv8wfhnp3H333Te2Wq1FMS7M933s
3btX1tK2Wi202+2uIDEN1JdsGkbH9bG6uIpDDx9A2/UCAGugZpKZRcFNhwWgiApxAsA6UrIwubkx
GeIyBLXCLFZTooBZfe5rP4+3Nin9ekogG5dFjs/Q9hnaHkPLZ2j7HGZxCL/2J3/5tMC89S2/gJk3
/pwMAM8dzeETrzkHBYvK3sBbb71VOhoiEBR9owLM6jop4tZsNrGwsMBS8hVxR6OdAOpOgobuFQwm
Atv40Ic+pL3w4Q9/OG1/JAXs6mqfYrFxsZmO4/DV1dWjZ5111osNwzDFCqKdTgeTk5OSocXARzUx
43kearUaRkdHQSlFxjRw7flbMLfRwOPLVXiuh3qlilypCGqZ8hIvzj4SDpzoWjFAnqGku0GR60Gb
ZtOR+J5Uu2aI8nsk+eznsWa48GRQu0VUKeUwjjbjaPlMbpM7z8LBRx7C/KEDJwVkI1fAnnd/FLnd
F0tr7tVbR/ChV+yGbVA5ZPHmm2+Ws73FLbTfcOLECRkE1ut1OQNaTEzav3+/73keS/GbBWhbAJoA
GgDqsa0Rbq1waytuh5eiofF0AR0HdtKC4xqoG42Gxzmvz8zMXCi6VWq1GgzDQKFQ0FYU7Qdq4VMz
xnHf3Bp8z0d9bQOEUmQK+ZQuBdLVsaBacIgVLoXLV8tpTmpBk2rR6a/p+loFsK+k7T2lZ89jCBkZ
kQ0Zbi2foyXZmaHlMTQ8hobn4+wrX4Xbvvj/4DmdgYO/3b/w+yBDEzJp8pZzp/CuS7dosct//ud/
arObxUpWS0tL0lYVkqTT6Ui/mTGGI0eO8GazqbKzKjM6CphbCnAbCYBuKu9zEuqh2akEdBzUaeA2
wntTAHt5ebmSzWbJyMjILqG5yuUybNtGPp+XpaaDMHVQzDSOs8eHcMeTy2i7PprVOpr1BvIjQwAl
SqKEJAyvIYlGJlcYNpgPQrpGJqjtYSLTKF8Djyr9wBWNDT17GYLaDVudOiwErR/IpTYLANz0GBp+
AOSmuPcYXMNGfnwSj3ztv/qCefb178TMD/4UPBhwPB8WAX71Jdvw/bsnNDDfeOONcjm+ODMLMDPG
4HmetFYFq8/NzfH19fUk3SxkQ5yd6yns3Ay39oDsnAhqEu8qSWpwTQC0ysYmADvcsgDyAAoAigBK
4TYCYPjqq69+y9TU1AVipgcAnHfeeXI9lmw2i2KxiEKhoC3aCAC2bWPnzp3I5XLytRPVFt57w7dw
eL0ByzKQsS3M7t6K4dFS17AYW21YVeqUMwnvMwjRhzeKUbRE7x00KGCKWXuIVnIVtRqIWXVMcTZ8
rgeAoh1KBLEdReOLx8JvdxnHZ3/yR3DsgbtTWXnm2nfC2rRNVs1tG7Lx/pftwKaCLd9XLpfx1a9+
FY1GA2K1YMMw4DgO1tbWsLKyImWGcKdUm3VtbY0fP35cVVJqPNVJAHEVwEa4VZT7arip4G7HtLTq
dJwyQCNBapgArBDQGQXURQBDIaCHw23k2muvfWexWNwsMlGmaeLiiy9GoVDoC2rDMLBt2zYMx6L9
j9/+GL704DFYpgHTpBgaHsLsrq3IZe1o8lEKSG2Dyq4TSwGuPlgmaLeiBN2NsMpCRySsphPpbMRA
rDohvuKoiEynGwavWrKIR49F0Or4HPOPP4Ivvv21XVp50/f+CMau/P6w0yRonXrtrnG869LN2nuP
HDmCW2+9Fa7ragMWXdfF+vo6VlZW5PJrgsnVjv5arcYPHDgQr++JywzBurVwSwL0Rvh6LQR0U2Fo
1b5jg0iOpwNoEmNpKwR0JgS0CuphwdSFQmHq6quvfls+n5fXvTioM5mMBLVpdi/UNT09jenpae21
++fW8Nu3PITlZgeWEQB7css0JqYnYJuGBKwtu0kiYGtNryRiYjs2ioAS6I2ycugh0dbdNgjRkibx
DnUvxs7ivhM6HGqtinBvHF+3HR3G8fXf+zUc+o9/kXbc9Ot+HNzOBT2APsOYbeC9L9mKiyeL2r66
7777cO+990ZWVwzM5XIZjUZDgjmeBGu329i/f388ta26GfEAMA5mlZk3YmBuxtLfA6W8nw6g01ja
TGDpuPQYBjCcz+enrr766rcUCoVxFdRnn302xsaCrmLLsjA8PIxisSjXbdEuq8Uitm3bBtuOLqG1
josvfPtJfPq+QwFbGwbsjInx6UmMh8C21FYpgnDyaABCOxwwIwBsxuSGEQJadqdQ0rWwvJAf8USL
2p2uJnTUAS9OQtInyogyPUPKOBrVDfz37/wapq75EdDhiWDUgB9IjLecO4U3nD2JomWonSO49dZb
tb5OcaXsdDqoVCpYX18PFqRXRg/EW+gOHDgQ795Okxoi8KvFwKwyc5LU6MRsu4HY+VQAOm7XWYqW
zimgHoqDOpfLTV1zzTVvLBQKY+qO3bNnD8bHx+Xw9KGhIZRKJWSz2a7PliZBHl+u4hN3PIa9CxWY
pgHToLBtC2PTExLYand2nHUtTUdHw2YoEBtAo68TKGqi1dqMqNgpygaqxVFiEKIbS6rEAS2YOahP
YdgoV7B2YgXtdkdONPI8hvPGcvjpS2axaySnHU8hMVQdLLRwo9HA2toaNjY25NiBpJsC5qRMoBNz
NBop2jkO5lrM4WgrUsM/GXZ+OoBOYumkADGnsHQxpqeHc7nc5NVXX/2DxWJxVDABYww7d+7EzMyM
XL+lUChgfHwcuVyuS1cDwPDwMLZt26b9jHOO++bK+NAtD2O52YFpRMAenhzFyMQoCoWcMiUpYGvR
USKAKyQJBbrXJxEnltqeFStAiuZgBxLEC5na41zLNjosKm/1FDCr4G53HFTLFWysrqPT6sBnweBE
z2cYz5j4pRdv6ZIXjuPg1ltvlYOA1JvruqjVal1gVicd9QAzS8gCJkmNmgLgOKBVl6PVJxDsC+ZT
AWgoiRVjAOmRxNQTr3nNa15fKBRG1GbayclJ7Ny5UwaO+XweExMTyOfzibraMAxMT09jcnJSAzVj
DNc/No9P33c4BHaw1rVhUOSLeYxuGsfw6HDA5GJ6Eglm2VESMbihrnKrDgyH2mMYrueHaIEdwdSA
3hrGQ6uPMWhM7cdqSxzXR61SRb1SQ319Qw4bF1NAx7MmfvS8KVy9Y6xrn+zbtw/33XdfIusKibG2
toZ6vS7HTqjj3cTvpIDZT0hpJ0mNagzM1VgQ2EtqqPXUeKYB3S9AFKDOpehpAepSNpudePnLX/4/
RkdHJ1UglkolnH322bAsC4ZhIJPJoFQqpUoQAMjlcti8eTOKxaIGas45bju8jC89eAx7FzcUYAeM
NDRawtDoMApDBWSzdmjHQdHPRFuyWZ7NSi+h+mmYclLF2VplZg7ItDpTBos3aw3UKlU0KlW4jifX
NBHDxi8Yy+PaPRN42Wx3fcf8/DzuvPNOrK6udh1b3/flUhHr6+tyQR9BCoKhxQJAjUYDR48eTQNz
XGo0FZtOBXM1BuZqQjKlk1BhN7DUOJWARkqAmKSniwl2ngT4lVde+arZ2dnt6gB10zRxwQUXIJ/P
w/d9mKaJYrGIqampVAkSDxpVUHPO8cRKFV988DjuOLqKpsdgGCQANw0OZq6QQ36ogHypgHw+h0zG
lkugicDPIOLypPcVChCDRCwtQR4raBIaWwC4WWugVWsEK7SGjQhi6TSfMeQMgpdOl/D6PRNSI6u3
tKBPlR/1eh3r6+uoVquyi0iAWIBayJGwKyVxtmGsPqMdywLWegC6pkiNJN2cFAjidAEaKWnwuPSI
W3mpoL7ssstesn379nPUyx7nHNu2bcPU1JQEeTabxcjICIaHh1PZGgDGxsYwOTmJbDargVqA/IYn
FnD7k6u481gZBqXhKlFUW/bMytqwMzZyQwWYhoFsPgc7Y8G0rWixJLnveEoLF+B5PtrNNjqtNnzP
R6vegNtx4HYcuWa2eu+HYL5iZghXzJQSZQUQzN/et28fHnvsscT9IFh5Y2MDlUoFzWZTFoQJiaFa
eJ7n4cSJE7xcLvMeYHYVey2um+sDgrkZK0hKczX4wGA8RYBGQl1HUsJFBInC+RiKSZASgKEdO3bs
ufDCCy/PZrOmAJ6QILt374ZlWWCMSRdkbGwMxWIRtm2nfv5isYjx8XGUSqUuUIvH3ziygtuPlrFv
aQNLDSdax49GK0bFV+MSrVeZXAbU1K8WTqsN5rOwZkSUkiodLxLAAOdMgnkiZ+GiiQKumC0lSgpx
O3z4MPbt29fFyGIfiOxevV5HpVJBrVaTa6GIwE/VysJzPnbsGK9Wq/3A7CTUaNRT2LmqvN6IBYFp
CZSTZudTBeikALGXnk5yPuLAHiqVSlMve9nLXlosFosq6EzTxOzsLKampuQyYrZtY2RkBOPj46lB
o5AChmFgYmICw8PDiXJEPD5Ra+HbCxs4uNbAofUm9i1VAzBTEnV5K9OX4j2CWoGU4nIAXOl+CQB8
0UQBO0s57BzJ4qKJAqaLmdQdXa1WJZBrtVrq+1zXRb1eR7VaRbVaRavVkusIqhJDdTPCqVcsHC3R
r665naCbk7RzLcXR6Keb2cmC+VQCOk16CG86KUhUM4lxth4CMJTJZEbPP//887du3bpVlR+CrXfu
3ClHjdm2jUKhgJGREYyMjKTqaxHseJ6HUqmEkZERWfiUxNrq44VaGwv1NvYt1QBwHFpvoeH6cr8/
tNLo+v8umiwCISsXLAO7RrLgHLh4soipvKXVVqQdh06ng8OHD8ut1/ESa2vXajW56KXruvJ9aquU
Giiurq5ieXlZBH88pYXKSQkC09i5pmyqzGglFPL7T0dqPFOARo+ESzxIjDP1kArm8HERQHHbtm3b
L7zwwvMzmYyhrtVBCMHMzAw2bdokL52maSKXy0l5kc/n5UFMArXooBkZGZEOSrFYTAV1L8CnDXt/
Kvt3ZWUFJ06cwNzcnAbitN/3PA/NZlOyslgwXg36BJDVeYPhbBRVYvB+LXYKwzYTEigqqGspzNxO
AHNSeeizCug0PR0HdSbBzivE2FoFdhFA0bbt4Re96EUXjo+Pj6oakXMOy7Kwbds2jI+Py4Mo6q1H
R0cxPDyMQqGgaewkUIvHACR7F4tFjI2NnTJQp+3fubk52YA6Pz8vM3pJ71d7+ETnj5jX3Gg0ZDlu
XF6oN7GCWThuIF4qnqaZOz0K9eNArsUK91Vm7qSAmT0dMD8TgO5VI53kfPQC9VAM1AUAhS1btmw5
55xzduTzeVsdBEkIgW3bmJ6exvj4uGwcEMAWUkT1sHuBOv7Ytm1kMhmMj4/D931MTk6CMQbTNDE6
OtoX1CsrKxKkIoibm5tDtVrt0sLxYxB/7nmeXKyn0Wig0WjIQYlpQBbflxCCdruNEydOxFk5ad2T
fmCOS43agGAepL0KzyVA90qNp4FatfSKCYCWoLZte2jXrl3bdu7cOS10sjo7z7ZtzMzMYHR0FL7v
ywOZz+dRLBYxNDSEQqEgA0MxVkEFcT+A93uf+Czq/kx7PMhz3/dlt4hgZDHjRJxMcedCvCbkmRim
WC6X46yc1qXtJIC5lQDmegzI9RTNnAbmpy01nklADwJqK6HmIxdj6qICZpWli+IEKBQKpT179myd
mZkZUQMdwVSCUScnJ+UBFayez+cxMjIiwZ3L5eTBf66AOg5i0VTc6XRkSacArwpkwdJqpjQs2OeO
46QtNZI0RDHeoa0yc6MHkBspmjnJ0ThlYH4mAZ2kp4mip9OYWgV1IQbmYoyp8+J3Jicnx3fu3Dk9
OjqaVzWyWhsirLpcLicbc4VtJZoKstksbNuGbdswTROmaco2/qcK8EFBLeSPALEAsgCwALH6O2J5
alVSqG4N5xy1Wg3Ly8u80Wj0m/fdq0NbZeakNqq4xIhbc0nMnDR0kT9t0D2DgO6VdFGZ2koAtVr7
UUgBdEGRKlkA2YmJibFdu3ZNDg8P5wRY1YMrAshSqYSxsTEteyiAJ3xt27ZhGIbscVSdErVWWICw
F8CF7BH/l7hSiOBNBHfq5jiOHBofPzZx1yZ+YiQAGUhZFVgBmBurzegkeM1Jza31FL2cFAD2G7qI
5zqg04LEQUGdBmxNeqigBpAplUqlbdu2jU1PTxfj/rXQk0JrDw0NYWhoCNlsVoJBBahaTilaldTA
Sx3GIn4v6bE6H079P8RUIhX08VtakKfKLFValMtl3m63k4Ccxsppg2BaCUFgIwbieJProGA+JUHg
swVonCSoswmgLsTAXYgxtTgRsuHfsC3Lym7btm1806ZNhWw2ayQlWdStUCggn88jl8shk8lInaqC
TjBr/HXxs/imvu55nqZzVakQdyJUXaw6OUn2W7vdRqVSQblc5mFiJA3IaQv2OD1kRhzMjQR50YwV
Gp0MmPF8A/TJgjpe+6FKkHwCqPMxUGeVTQSe9tTUVGl8fDw/Pj6etSyLxL1sdT+I57Ztw7Is2LYt
2dGyrFSg9wO1qDkW/0e89lhl3V5+tpA61WoVGxsbwn5DikYehJXjIwfi9lwzBcxxVm4jeZTXaQHz
6QT0oKBWO15sBZhxts4nMHQ+hakzyt+zAJiTk5PFiYmJ7NjYWMY0za59oLJ2XJuKx5lMRnrCKuvG
WV/dVJ2uroue9v/3ATGQPFqEoc+aOCnBXxIzN1MYupnAyvHJod7pBjNCAJ2um1gHU/0SrMd7e9lL
HnqvpBTfMuG9DcBaWVnxVlZWTADm6Ohodnh4ODM8PGwNDw8PvD9ERjK+DmOv7GC8sm2Qm1h9t16v
83q93j03ZzAg91pCrR+Y4yydBOQkW+60g/l0A3pQUPcCc7+DlLSiUja8F2xtqWy9vr7urq+vt4Sl
ODIyYo+MjNj5fN7I5/NGNpslp2vniOxfq9USa/v1AjDv4Vz0Y2XVY46DOQnQzQR5EbfkkuY5n1Yw
PxuAHgTUXRO4ThLMSUO1swqw7bgECe8NAGalUnErlYoAOAVAR0ZGrEwmY2QyGZrJZKht2yTMPNKk
Oom0W1hoz0X6WSRMwhWlkg74yQLZT7iKuUgfNh7XzGmAFq+1EwK/eJFRUk3zaQHzswXoXqDmfQ4i
G/CAdZC8IE1W0dQZJRC1FA1vQh84SSuVihvz0UmPTY0X4o977Q8MCOJ+jNxryeEOukfatmJBYCvG
xGlAjrsY/RbGfMbB/GwCOgnUPAQL6xGxxw9cGlPH2Vm9z6QEi3FQq8BWg1dyEsA+WUAPysg8dklP
AnIvvdyJMXOcoVsx56KdYMc56F5YniG9QJ+fDlA9m4BOAjVTAHAyfmqvA5eNyY5sH1BbKUwdBzeN
pfWfKqh5n/hhkIBv0JO7kyI12jEAt5A+iNxNkRipC8qfLjA/FwCtftlewB7EU/UGYOis4nEPCmqz
D6h7AfupMHQ/IPe6Sg0K5iSGTlseIm1Vql5rn/DTDeTnEqAH1dW8z8Htx9SZFFDbPUBtKYA2+4Ca
DqipTyWYPSSvzpq2qGUczEmP4yDut4j8s6aXn+uATtPVZEBNncTSmRig2z0YOqMAehBdPShTI+G+
XxCYJjEG1csukldo7SSwbxzEndjfSQJyvJmVPxt6+fkA6F5MnSRBkkBtIXllLhXArRTJYfdh6n66
mvRh6pNJIvGnoJfj1lzSlcpJkRNJ6wO6sStBmlZ+VvTy8wXQabpaBbZwRMSONZC+yKMAqDiQKmjT
wNwL0IMydT/pMYg9eTLM3AvQvRaHT5MVXgKQe61ExZ8LwHmuAjqJrXkMIDxm9fXLjqkgtWPyIulx
EqAH1dRp0qMfQw+SvlZP2H6JpV6P3QQ29mL/T6+g7znDys8nQKexdRzocWYzlANiKAdMBaYVA7jV
YzMHBLQxoJYeRDv7AwK6Xy2Lk/Ca10NWJAE5rU2KP9fA8nwAdC9tjRgIqAICIwZoMzx4ZgJAk1g4
fp8kN8wEMCexdJrTEV9trpfc8JBcmOWlgNRLAXCSpPAHZOTnJCurt9NZPnpKP3fsca+1E1XAxcF4
sls/Zh5ERw9i1/XT0Gl6epDNTwn0ntdAfj4y9KAyhCQwNlUOJE1gWCMBsGlsPCiY4+xMeujnuOfe
D9S9wO2naOG4Lu4lK54X8uKFBOhebJEGbBIDNA0PMk2x4vpt/WRGrzR4v3R3km3Xy8Lrt7EUIPMX
CpBfKIBOA3aSI0JibJ0kS2gKYPsx8qCJlTRAIwHMaVV1SYyd9lqanEiTFc8bafFC09Anq7GRorPj
92kgT3s9qfKOJoB5ENtuEFDzHnKhl4wYlI2ft0B+oTH0IBpbZW6hWXuBm/Rg4LT3n8paDp4CRob0
Og8+AIjxQgTyCx3Qg2jsNHAnMW0/AKexcr8S0jQtncbW/QA7SCbvBQdi9fb/BwA9H+u8lAobzgAA
AABJRU5ErkJggk==

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0016_image016.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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=

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0017.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0017.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"23"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>9</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s23554" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s23555" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:138pt;top:30pt;width:415pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s23556" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:58.75pt;top:134pt;width:607.5pt;height:319.25pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s23554" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s23555" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:20.22%;width:66.85%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>NIST MS Search program 2.=
0</b></span></div>
 <div v:shape=3D"_x0000_s23556" class=3DO>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:25.75%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><u>Search everything:&#13;</u></span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:30.25%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><b>A) Library Search</b></span><span style=3D'font-family:=
Garamond;
 font-size:111%'>: Reverse, Normal, Similarity, Neutral Loss&#13;</span></d=
iv>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:34.5%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>B) Structure Similarity Search</b></span><span
 style=3D'font-family:Garamond;font-size:111%'>: find molecules similar to =
&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:39.0%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>C) Formula Search</b></span><span style=3D'font-family:=
Garamond;
 font-size:111%'>: find C</span><span style=3D'font-family:Garamond;font-si=
ze:
 74%;position:relative;top:.37em;mso-text-raise:-25%'>11</span><span
 style=3D'font-family:Garamond;font-size:111%'>H</span><span style=3D'font-=
family:
 Garamond;font-size:74%;position:relative;top:.37em;mso-text-raise:-25%'>13=
</span><span
 style=3D'font-family:Garamond;font-size:111%'>N</span><span style=3D'font-=
family:
 Garamond;font-size:74%;position:relative;top:.37em;mso-text-raise:-25%'>3<=
/span><span
 style=3D'font-family:Garamond;font-size:111%'>O</span><span style=3D'font-=
family:
 Garamond;font-size:74%;position:relative;top:.37em;mso-text-raise:-25%'>3<=
/span><span
 style=3D'font-family:Garamond;font-size:111%'>S&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:43.5%;left:9.17%;width:95.13%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>D) Constrained peak search</b></span><span
 style=3D'font-family:Garamond;font-size:111%'>: find peaks with m/z 122 an=
d 188
 and 266&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:48.0%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>E) Name search</b></span><span style=3D'font-family:Gar=
amond;
 font-size:111%'>: find Stuntman (maleic hydrazide)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:52.25%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:56.75%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%;display:none'>&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:61.25%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><u>Search Connections:&#13;</u></span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:65.75%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><b>Import/Export molecular structures</b></span><span
 style=3D'font-family:Garamond;font-size:111%'>: (msp, hpj, sdf)&#13;</span=
></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:70.25%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family=
:Garamond;
 font-size:111%'><b>Interpret Structures</b></span><span style=3D'font-fami=
ly:
 Garamond;font-size:111%'> (MSInterpreter.exe)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:74.5%;left:9.17%;width:82.58%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>Find substructures</b></span><span style=3D'font-family=
:Garamond;
 font-size:111%'> (expert algorithm)&#13;</span></div>
 <div style=3D'mso-char-wrap:0;mso-kinsoku-overflow:0;position:absolute;
 top:79.0%;left:9.17%;width:99.06%;height:4.5%'><span style=3D'font-family:=
Garamond;
 font-size:111%'><b>Import spectra</b></span><span style=3D'font-family:Gar=
amond;
 font-size:111%'> from other programs (AMDIS, Chemstation, ChromaTOF)</span=
></div>
 </div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s23557" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:7in;top:264pt;width:168pt;height:133.375pt' fillcolor=3D"#bbe0e3 [4]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0017_image017.wmz" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s23557"
 src=3D"slide0017_image018.gif" style=3D'position:absolute;top:49.0%;left:7=
0.03%;
 width:23.4%;height:24.75%'><![endif]><v:shape id=3D"_x0000_s23558" type=3D=
"#_x0000_t202"
  style=3D'position:absolute;left:60pt;top:474pt;width:588pt;height:31.25pt;
  mso-wrap-style:none;v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D=
"#bbe0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s23558" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:88.75%;left:9.36%;width:95.69%;height:4.5%'><span
 style=3D'font-family:Garamond;font-size:111%'><b>[</b></span><span
 style=3D'font-family:Garamond;font-size:111%'><b><p:onmouseclick
  hyperlinktype=3D"url"
  href=3D"http://chemdata.nist.gov/mass-spc/Srch_v1.7/index.html"/><a
 href=3D"http://chemdata.nist.gov/mass-spc/Srch_v1.7/index.html" target=3D"=
_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;">Download</a></b></span><span
 style=3D'font-family:Garamond;font-size:111%'><b>] &#8211; freely availabl=
e </b></span><span
 style=3D'font-family:Garamond;font-size:111%'>(NIST05 MS Library is licens=
ed ~
 $1200)</span></div>
 <v:shape id=3D"_x0000_s23559" type=3D"#_x0000_t75" style=3D'position:absol=
ute;
  left:9in;top:0;width:1in;height:1in'>
  <v:imagedata src=3D"slide0016_image015.png" o:title=3D"MCj04338100000[1]"=
/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s23559"
 src=3D"slide0017_image019.gif" style=3D'position:absolute;top:0%;left:90.0=
7%;
 width:9.92%;height:13.25%'><![endif]></p:slide></div>

<![if !ppt]>

<div id=3DNotesObj style=3D'display:none'>

<table style=3D'color:white' border=3D0 width=3D"100%">
 <tr>
  <td width=3D5 nowrap></td>
  <td width=3D"100%"></td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>MS Sea=
rch Program is
  free.</font><br>
  </td>
 </tr>
 <tr>
  <td colspan=3D1></td>
  <td dir=3Dltr align=3Dleft colspan=3D1><font face=3DArial size=3D3>DB is =
licensed.</font><br>
  </td>
 </tr>
</table>

</div>

<![endif]>
</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0017_image017.wmz
Content-Transfer-Encoding: base64
Content-Type: image/x-wmz
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0017_image018.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0017_image019.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif

R0lGODlhNgA2AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAMAAgAz
ADMAhwAAAAAAAAAAMwAAZgAAmQAAzAAA/wAzAAAzMwAzZgAzmQAzzAAz/wBmAABmMwBmZgBmmQBm
zABm/wCZAACZMwCZZgCZmQCZzACZ/wDMAADMMwDMZgDMmQDMzADM/wD/AAD/MwD/ZgD/mQD/zAD/
/zMAADMAMzMAZjMAmTMAzDMA/zMzADMzMzMzZjMzmTMzzDMz/zNmADNmMzNmZjNmmTNmzDNm/zOZ
ADOZMzOZZjOZmTOZzDOZ/zPMADPMMzPMZjPMmTPMzDPM/zP/ADP/MzP/ZjP/mTP/zDP//2YAAGYA
M2YAZmYAmWYAzGYA/2YzAGYzM2YzZmYzmWYzzGYz/2ZmAGZmM2ZmZmZmmWZmzGZm/2aZAGaZM2aZ
ZmaZmWaZzGaZ/2bMAGbMM2bMZmbMmWbMzGbM/2b/AGb/M2b/Zmb/mWb/zGb//5kAAJkAM5kAZpkA
mZkAzJkA/5kzAJkzM5kzZpkzmZkzzJkz/5lmAJlmM5lmZplmmZlmzJlm/5mZAJmZM5mZZpmZmZmZ
zJmZ/5nMAJnMM5nMZpnMmZnMzJnM/5n/AJn/M5n/Zpn/mZn/zJn//8wAAMwAM8wAZswAmcwAzMwA
/8wzAMwzM8wzZswzmcwzzMwz/8xmAMxmM8xmZsxmmcxmzMxm/8yZAMyZM8yZZsyZmcyZzMyZ/8zM
AMzMM8zMZszMmczMzMzM/8z/AMz/M8z/Zsz/mcz/zMz///8AAP8AM/8AZv8Amf8AzP8A//8zAP8z
M/8zZv8zmf8zzP8z//9mAP9mM/9mZv9mmf9mzP9m//+ZAP+ZM/+ZZv+Zmf+ZzP+Z///MAP/MM//M
Zv/Mmf/MzP/M////AP//M///Zv//mf//zP///wECAwECAwECAwECAwECAwECAwECAwECAwECAwEC
AwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwEC
AwECAwECAwECAwECAwECAwECAwECAwECAwECAwECAwj/AAEIHEiwoMGBVw4qXMhwoaCHEAW1ingl
YcOLDAUBkNgKWytpEkNObHVFo0WMKDe26ojN48qXgkxFfFiRRcqGIzvq9EirFa1ErYCGfDhRkM2b
Bom6vIaNVs+gicqU+UI10aCVMiGyOIpU4EqPYH0m6vmzbCJIZRLpSCRUa1eVL32SdUqX7NixrdBS
LfpwK9KRgngmChvWrOGoOlxF5HqRaE5XcrHNcsrTaSLIZV39LLOjrVHGC1mFjHZ5p+nDqBOZWQvx
CuiDRDkqGlvXqc/bZl3dJSt1bVbXDUVC7Um44+7jhyF9KZOY5pUAGYmyVaRZ7tyfQX8qUqT9Llsz
nL8U/00IHTbEVl8g7caNnK2gRO8FzaZVRtEXMzt2XC25tXzBh4GglxZbK5Ellm7wCVLSFYEs6IUX
VHEW3kQV+UfQFSQJMshUiXwx23y7eaHgiAsqGAgLrn2xA2erFeVXUhB1ONVybE3HlhcVVaRgjjxu
pUN+QIqnIAsWbrRgKzpImOQXHUaVSEVWXBFlRVBcAYUXNHyhgxcz5Kelil8MsmORRl4xiJc7gLkc
VTNAgWKVUUbJAoRTcRYEkF7q4CKRBS2oFn4qMhfoViiyYEWhrmGx4qL5Ccrofs9ZWKIXaYKZZn46
sFACoZxuNQNneKKZp1AvDrTje0kuyuIOMwRA5Kuuxv/aJXN3Sqhqml5QWGSJy1U64wxEBiDssMQK
+yOeEq4ZKIXBIlTSezvgN2Ox1BabAH7SRrsmfmlio+CwCEEU6FQ0VGuusAgkKdVy60rFmVDAAVCe
jqiasdy5+M6pSH0e8mtvmN4+J5B/Ma4olRfVIkCDF8FSy0J9icwWlbs7QPaZsBeOpIO94CFc7Aza
AVvtFXehta8iaXbkGrjhrqQiePVhQSwCEX+YSAsjb7fdxN1OxKe8A7FA1CDLnfyksCywdVjDxHpR
8n06PNXfwBm7LBV4swFLm2Zc/8T0sF7sDCg20RhFbJ8c0bJxfWWoV9ZOroBlNrVOo8xkwMUaVNJK
iRj//GHXtDTVkuCCmDsDmB5dTKZAQnPEYtvrYRM3S2B5TO0MUffVsEIoOtYoxLRoFvjgpGMTKbEC
0NCKTCuzfFBFE5H2MuTEdTT64IEzzcID4zHNUACwczTubKLHXbrkiQybLoWuNYuxQsIGH00rzEmF
1tuhC4ZWq5hPtAenGD+/EPDP8n0s1hGn/2Fva5HU/NcYRV9+R1SlOhXHK/7I2o79wY+Sq/ObXiuI
dqwd6KAqg4DP9whFLaQgDUXlE4kERWOU5sUKXOK7yQNzNJMevY+BeXuLvIa1FdeYsFCdumADRTiQ
8LmqUylsYAZZ+DxiweprZxshCw3iQnydbXE7LEgNFEM4wyBCb2DlGSLVjBi/JDpRhAEBADs=

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0030.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0030.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"44"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>10</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s45058" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s45059" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:120pt;top:24pt;width:519.125pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s45058" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s45059" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:5.5%;left:17.6%;width:84.26%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Mass Spectral Trees in Ma=
ss
 Frontier</b></span><span style=3D'font-family:Garamond;mso-special-format:=
lastCR;
 display:none'>&#13;</span></div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s45066" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:150pt;top:78pt;width:417.625pt;height:181.375pt' fillcolor=3D"black"
  strokecolor=3D"white" strokeweight=3D"3e-5mm">
  <v:imagedata src=3D"slide0030_image020.gif" o:title=3D""/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s45066"
 src=3D"slide0030_image020.gif" style=3D'position:absolute;top:14.49%;left:=
20.78%;
 width:58.05%;height:33.5%'><![endif]><v:shape id=3D"_x0000_s45067" type=3D=
"#_x0000_t75"
  style=3D'position:absolute;left:114pt;top:4in;width:519pt;height:202.125p=
t'
  fillcolor=3D"black" strokecolor=3D"white" strokeweight=3D"3e-5mm">
  <v:imagedata src=3D"slide0030_image021.gif" o:title=3D""/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s45067"
 src=3D"slide0030_image021.gif" style=3D'position:absolute;top:53.25%;left:=
15.91%;
 width:72.09%;height:37.5%'><![endif]><v:shape id=3D"_x0000_s45068" type=3D=
"#_x0000_t202"
  style=3D'position:absolute;left:120pt;top:492pt;width:415.5pt;height:31.2=
5pt;
  mso-wrap-style:none;v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D=
"#bbe0e3 [4]"
  stroked=3D"f" strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s45069" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:603.5pt;top:523.125pt;width:116.5pt;height:16.875pt;mso-wrap-style:n=
one;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s45068" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:92.0%;left:17.6%;width:67.04%;height:4.5%'><span
 style=3D'font-family:Garamond;font-size:111%'><b><p:onmouseclick
  hyperlinktype=3D"url" href=3D"http://www.highchem.com/"/><a
 href=3D"http://www.highchem.com/" target=3D"_parent"
 onclick=3D"window.event.cancelBubble=3Dtrue;">MassFrontier</a></b></span><=
span
 style=3D'font-family:Garamond;font-size:111%'><b> </b></span><span
 style=3D'font-family:Garamond;font-size:111%'>searches MSn and CID mass sp=
ectra</span></div>
 <div v:shape=3D"_x0000_s45069" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:97.75%;left:84.83%;width:17.22%;height:2.0%'><span
 style=3D'font-family:Garamond;font-size:44%'><b>Source: MassFrontier Helpf=
ile</b></span></div>
</p:slide></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0030_image020.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0030_image021.gif
Content-Transfer-Encoding: base64
Content-Type: image/gif
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0028.htm
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="us-ascii"

<html xmlns:v=3D"urn:schemas-microsoft-com:vml"
xmlns:o=3D"urn:schemas-microsoft-com:office:office"
xmlns:p=3D"urn:schemas-microsoft-com:office:powerpoint"
xmlns:oa=3D"urn:schemas-microsoft-com:office:activation"
xmlns=3D"http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=3DContent-Type content=3D"text/html; charset=3Dus-ascii">
<meta name=3DProgId content=3DPowerPoint.Slide>
<meta name=3DGenerator content=3D"Microsoft PowerPoint 11">
<link id=3DMain-File rel=3DMain-File
href=3D"../Cheminformatics-MS-kind-course-3-v2.htm">
<link rel=3DPreview href=3Dpreview.wmf>
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
p\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
v\:textbox {display:none;}
</style>
<![endif]-->
<title>Cheminformatics and mass spectrometry course</title>
<![if IE]>
<base
href=3D"file:///C:\8CEA42F2\Cheminformatics-MS-kind-course-3-v2_files\slide=
0028.htm"
id=3D"webarch_temp_base_tag">
<![endif]>
<meta name=3DDescription content=3D"2/29/2008">
<link rel=3DStylesheet href=3D"master03_stylesheet.css">
<![if !ppt]>
<style media=3Dprint>
<!--.sld
	{left:0px !important;
	width:6.0in !important;
	height:4.5in !important;
	font-size:107% !important;}
-->
</style>
<script src=3Dscript.js></script><script><!--
if( !IsNts() ) Redirect( "PPTSld" );
//--></script><!--[if vml]><script>g_vml =3D 1;
</script><![endif]--><![endif]><o:shapelayout v:ext=3D"edit">
 <o:idmap v:ext=3D"edit" data=3D"42"/>
</o:shapelayout>
</head>

<body lang=3DEN-US style=3D'margin:0px;background-color:black'
onclick=3D"DocumentOnClick()" onresize=3D"_RSW()" onload=3D"LoadSld()"
onkeypress=3D"_KPH()">

<div id=3DSlideObj class=3Dsld style=3D'position:absolute;top:0px;left:0px;
width:534px;height:400px;font-size:16px;background-color:white;clip:rect(0%=
, 101%, 101%, 0%);
visibility:hidden'><p:slide coordsize=3D"720,540"
 colors=3D"#ffffff,#000000,#808080,#000000,#bbe0e3,#333399,#009999,#99cc00"
 masterhref=3D"master03.xml">
 <p:shaperange href=3D"master03.xml#_x0000_s1025"/><![if !ppt]><p:shaperange
  href=3D"master03.xml#_x0000_s1028"/><p:shaperange
  href=3D"master03.xml#_x0000_s1029"/><p:shaperange
  href=3D"master03.xml#_x0000_s1030"/>
 <div v:shape=3D"_x0000_s1030" class=3DO>
 <div style=3D'text-align:right;position:absolute;top:92.0%;left:72.65%;
 width:21.53%;height:3.25%'><span style=3D'font-size:78%;mso-field-code:met=
a16'>11</span><span
 style=3D'font-size:78%;mso-special-format:lastCR;display:none'>&#13;</span=
></div>
 </div>
 <![endif]><v:shapetype id=3D"_x0000_t202" coordsize=3D"21600,21600" o:spt=
=3D"202"
  path=3D"m,l,21600r21600,l21600,xe">
  <v:stroke joinstyle=3D"miter"/>
  <v:path gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 </v:shapetype><v:shape id=3D"_x0000_s43010" type=3D"#_x0000_t202" style=3D=
'position:absolute;
  left:142.75pt;top:127.5pt;width:14.5pt;height:24pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><v:shape id=3D"_x0000_s43011" type=3D"#_x0000_t202" style=3D'pos=
ition:absolute;
  left:168pt;top:30pt;width:353pt;height:45.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' filled=3D"f" fillcolor=3D"#bbe0e3 [4]" stroke=
d=3D"f"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape>
 <div v:shape=3D"_x0000_s43010" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0'><span style=3D'position:absolute;top:24.5%;left:20.78%;width:.18%;heigh=
t:
 3.25%'><span style=3D'font-family:Garamond;font-size:78%;mso-special-forma=
t:
 lastCR;display:none'>&#13;</span></span></div>
 <div v:shape=3D"_x0000_s43011" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:6.5%;left:24.34%;width:56.55%;height:7.0%'><span
 style=3D'font-family:Garamond;font-size:178%'><b>Mass Frontier MS search</=
b></span><span
 style=3D'font-family:Garamond;mso-special-format:lastCR;display:none'>&#13=
;</span></div>
 <v:shapetype id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75"
  o:preferrelative=3D"t" path=3D"m@4@5l@4@11@9@11@9@5xe" filled=3D"f" strok=
ed=3D"f">
  <v:stroke joinstyle=3D"miter"/>
  <v:formulas>
   <v:f eqn=3D"if lineDrawn pixelLineWidth 0"/>
   <v:f eqn=3D"sum @0 1 0"/>
   <v:f eqn=3D"sum 0 0 @1"/>
   <v:f eqn=3D"prod @2 1 2"/>
   <v:f eqn=3D"prod @3 21600 pixelWidth"/>
   <v:f eqn=3D"prod @3 21600 pixelHeight"/>
   <v:f eqn=3D"sum @0 0 1"/>
   <v:f eqn=3D"prod @6 1 2"/>
   <v:f eqn=3D"prod @7 21600 pixelWidth"/>
   <v:f eqn=3D"sum @8 21600 0"/>
   <v:f eqn=3D"prod @7 21600 pixelHeight"/>
   <v:f eqn=3D"sum @10 21600 0"/>
  </v:formulas>
  <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
  <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
 </v:shapetype><v:shape id=3D"_x0000_s43013" type=3D"#_x0000_t75" style=3D'=
position:absolute;
  left:84pt;top:78pt;width:570pt;height:415.625pt' fillcolor=3D"#bbe0e3 [4]"
  strokecolor=3D"black [1]">
  <v:fill color2=3D"white [0]"/>
  <v:imagedata src=3D"slide0028_image022.png" o:title=3D""/>
  <v:shadow color=3D"gray [2]"/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s43013"
 src=3D"slide0028_image023.jpg" style=3D'position:absolute;top:14.49%;left:=
11.61%;
 width:79.21%;height:77.0%'><![endif]><v:shape id=3D"_x0000_s43014" type=3D=
"#_x0000_t202"
  style=3D'position:absolute;left:126pt;top:222pt;width:81pt;height:29.625p=
t;
  mso-wrap-style:none;v-text-anchor:top-baseline' fillcolor=3D"black [1]"
  strokecolor=3D"black [1]">
  <v:fill opacity=3D"34734f" color2=3D"fill lighten(0)" rotate=3D"t" method=
=3D"linear sigma"
   type=3D"gradient"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s43014"
 src=3D"slide0028_image024.gif" style=3D'position:absolute;top:41.0%;left:1=
7.41%;
 width:11.61%;height:6.0%'><![endif]>
 <div v:shape=3D"_x0000_s43014" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:42.0%;left:18.53%;width:11.23%;height:4.0%'><span
 style=3D'font-family:Garamond'><b>MS Tree</b></span></div>
 <v:shape id=3D"_x0000_s43015" type=3D"#_x0000_t202" style=3D'position:abso=
lute;
  left:528pt;top:5in;width:64.5pt;height:29.625pt;mso-wrap-style:none;
  v-text-anchor:top-baseline' fillcolor=3D"black [1]" strokecolor=3D"black =
[1]">
  <v:fill opacity=3D"34734f" color2=3D"fill lighten(0)" rotate=3D"t" method=
=3D"linear sigma"
   type=3D"gradient"/>
  <v:shadow color=3D"gray [2]"/>
  <v:textbox style=3D'mso-fit-shape-to-text:t'/>
 </v:shape><![if !vml]><img border=3D0 v:shapes=3D"_x0000_s43015"
 src=3D"slide0028_image025.gif" style=3D'position:absolute;top:66.5%;left:7=
3.22%;
 width:9.36%;height:6.0%'><![endif]>
 <div v:shape=3D"_x0000_s43015" class=3DO style=3D'mso-char-wrap:0;mso-kins=
oku-overflow:
 0;position:absolute;top:67.5%;left:74.34%;width:8.42%;height:4.0%'><span
 style=3D'font-family:Garamond'><b>Hitlits</b></span></div>
</p:slide></div>

</body>

</html>

------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0028_image022.png
Content-Transfer-Encoding: base64
Content-Type: image/png
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------=_NextPart_01C87AC5.4C6EB990
Content-Location: file:///C:/8CEA42F2/Cheminformatics-MS-kind-course-3-v2_files/slide0028_image023.jpg
Content-Transfer-Encoding: base64
Content-Type: image/jpeg
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