Data-mining in casinos

classic Classic list List threaded Threaded
1 message Options
Reply | Threaded
Open this post in threaded view
|

Data-mining in casinos

Friam mailing list
This is a multi-part message in MIME format.

------=_NextPart_000_0001_01C34995.3D95AD40
Content-Type: multipart/alternative;
        boundary="----=_NextPart_001_0002_01C34995.3D95AD40"


------=_NextPart_001_0002_01C34995.3D95AD40
Content-Type: text/plain;
        charset="us-ascii"
Content-Transfer-Encoding: 7bit

Hi all - attached article is from May's Harvard Business Review on
data-mining in casinos - Robert

 



------=_NextPart_001_0002_01C34995.3D95AD40
Content-Type: text/html;
        charset="us-ascii"
Content-Transfer-Encoding: quoted-printable

<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 3.2//EN">
<HTML>
<HEAD>
<META HTTP-EQUIV=3D"Content-Type" CONTENT=3D"text/html; =
charset=3Dus-ascii">
<META NAME=3D"Generator" CONTENT=3D"MS Exchange Server version =
6.0.4630.0">
<TITLE>Data-mining in casinos</TITLE>
</HEAD>
<BODY>
<!-- Converted from text/rtf format -->

<P><FONT SIZE=3D2 FACE=3D"Arial">Hi all - attached article is from May's =
Harvard Business Review on data-mining in casinos - Robert</FONT>
</P>

<P><FONT FACE=3D"Arial" SIZE=3D2 COLOR=3D"#000000"> &lt;&lt;...&gt;&gt; =
</FONT>
</P>
<BR>

</BODY>
</HTML>
------=_NextPart_001_0002_01C34995.3D95AD40--

------=_NextPart_000_0001_01C34995.3D95AD40
Content-Type: application/msword;
        name="Diamonds.doc"
Content-Transfer-Encoding: base64
Content-Disposition: attachment;
        filename="Diamonds.doc"

0M8R4KGxGuEAAAAAAAAAAAAAAAAAAAAAPgADAP7/CQAGAAAAAAAAAAAAAAABAAAAUgAAAAAAAAAA
EAAAVAAAAAEAAAD+////AAAAAFMAAAD/////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////s
pcEAW0AJBAAA8BK/AAAAAAAAEAAAAAAABgAAklcAAA4AYmpiajQDNAMAAAAAAAAAAAAAAAAAAAAA
AAAJBBYALGIAAFZpAQBWaQEAkk8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD//w8AAAAA
AAAAAAD//w8AAAAAAAAAAAD//w8AAAAAAAAAAAAAAAAAAAAAAIgAAAAAAPABAAAAAAAA8AEAAPAB
AAAAAAAA8AEAAAAAAADwAQAAAAAAAPABAAAAAAAA8AEAABQAAAAAAAAAAAAAAAQCAAAAAAAAaAgA
AAAAAABoCAAAAAAAAGgIAAAAAAAAaAgAABQAAAB8CAAAFAAAAAQCAAAAAAAAtREAALYAAACcCAAA
AAAAAJwIAAAAAAAAnAgAAAAAAACcCAAAAAAAAJwIAAAAAAAAnAgAAAAAAACcCAAAAAAAAJwIAAAA
AAAANBEAAAIAAAA2EQAAAAAAADYRAAAAAAAANhEAAAAAAAA2EQAAAAAAADYRAAAAAAAANhEAACQA
AABrEgAAUgIAAL0UAACmAAAAWhEAABUAAAAAAAAAAAAAAAAAAAAAAAAA8AEAAAAAAABcDQAAAAAA
AAAAAAAAAAAAAAAAAAAAAACcCAAAAAAAAJwIAAAAAAAAXA0AAAAAAABcDQAAAAAAAFoRAAAAAAAA
AAAAAAAAAADwAQAAAAAAAPABAAAAAAAAnAgAAAAAAAAAAAAAAAAAAJwIAAAAAAAAbxEAABYAAAC6
EAAAAAAAALoQAAAAAAAAuhAAAAAAAABcDQAA4gAAAPABAAAAAAAAnAgAAAAAAADwAQAAAAAAAJwI
AAAAAAAANBEAAAAAAAAAAAAAAAAAALoQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAXA0AAAAAAAA0EQAAAAAAALoQAABGAAAAuhAAAAAAAAAAAAAA
AAAAAAARAAAAAAAA8AEAAAAAAADwAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABEAAAAAAACcCAAAAAAAAJAIAAAMAAAAMBLWNMdJ
wwEAAAAAAAAAAGgIAAAAAAAAPg4AAIIAAAAAEQAAAAAAAAAAAAAAAAAANBEAAAAAAACFEQAAMAAA
ALURAAAAAAAAABEAAAAAAABjFQAAAAAAAMAOAADkAQAAYxUAAAAAAAAAEQAAAAAAAAAAAAAAAAAA
BAIAAAAAAAAEAgAAAAAAAPABAAAAAAAA8AEAAAAAAADwAQAAAAAAAPABAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAGMVAAAAAAAAAAAAAAAAAADwAQAAAAAAAAARAAA0AAAAnAgAAEgBAADkCQAA6gAAALoQ
AAAAAAAAzgoAALwAAACKCwAA0gEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAnAgA
AAAAAACcCAAAAAAAAJwIAAAAAAAAWhEAAAAAAABaEQAAAAAAAAQCAAAAAAAABAIAAGQGAABoCAAA
AAAAAAAAAAAAAAAApBAAABYAAAAEAgAAAAAAAAQCAAAAAAAAaAgAAAAAAAACAAEBAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEhhcnZh
cmQgQnVzaW5lc3MgUmV2aWV3IJYgTWF5IDIwMDMNDUJFU1QgUFJBQ1RJQ0UgliBEaWFtb25kcyBp
biB0aGUgRGF0YSBNaW5lDQ1HYXJ5IExvdmVtYW4NDUhhcnJhaCBFbnRlcnRhaW5tZW50IGhhcyBv
dXRwbGF5ZWQgaXRzIGNvbXBldGl0aW9uIGFuZCB3b24gaW1wcmVzc2l2ZSBnYWlucywgZGVzcGl0
ZSBiZWluZyBkZWFsdCBhIHdlYWsgaGFuZCBieSB0aGUgZWNvbm9teS4gVGhlIHNlY3JldD8gTWlu
aW5nIHRoZSBjb21wYW55knMgcmljaCBkYXRhYmFzZSB0byBkZXZlbG9wIGNvbXBlbGxpbmcgY3Vz
dG9tZXIgaW5jZW50aXZlcy4NDUlUklMgQSBGUklEQVkgTklHSFQgb24gdGhlIExhcyBWZWdhcyBT
dHJpcCwgYW5kIGFsbCBvZiB0aGUgbmVpZ2hib3JzIGFyZSBtYWtpbmcgc3BlY3RhY2xlcyBvZiB0
aGVtc2VsdmVzLiBUaGUgJDc1MCBtaWxsaW9uIE1pcmFnZSBib2FzdHMgYSBWZXN1dmlhbiB2b2xj
YW5vIHRoYXQgZXJ1cHRzIGxvdWRseSBldmVyeSAxNSBtaW4gdXRlcy4gTmV4dCBkb29yLCBhdCBU
cmVhc3VyZSBJc2xhbmQsIGEgZmF1eCBCcml0aXNoIGZyaWdhdGUgYmF0dGxlcyBhIHBpcmF0ZSBz
aGlwIGF0IHJlZ3VsYXIgaW50ZXJ2YWxzLiBGdXJ0aGVyIGRvd24gdGhlIFN0cmlwLCB0aGUgQmVs
bGFnaW8gc3BvcnRzIGEgbGFrZSBmZXN0b29uZWQgd2l0aCBzcGFya2xpbmcsIGRhbmNpbmcgZm91
bnRhaW5zIHRoYXQgYmVja29uIHRvIHBhc3NpbmcgdG91cmlzdHMuDU1lYW53aGlsZSwgdGhlIGN1
c3RvbWVyIHB1bGxpbmcgaW50byBIYXJyYWiScyBMYXMgVmVnYXMgaXMgZGF6emxlZCBtb3JlIGJ5
IHRoZSBzZXJ2aWNlIHRoYW4gdGhlIGJ1aWxkaW5nLiBBIHNtaWxpbmcgdmFsZXQgZ3JlZXRzIGhl
ciBieSBuYW1lLiBJbnN0ZWFkIG9mIGhhdmluZyB0byB3YWRlIHRocm91Z2ggYSBjcm93ZGVkIGxv
YmJ5IHRvIHJlYWNoIHRoZSBjYXNpbm8sIHNoZSBzdGVwcyBxdWlja2x5IGludG8gdGhlIGdhbWlu
ZyByb29tIGFuZCBzaXRzIGRvd24gYXQgYSBzbG90IG1hY2hpbmUuIFRoZSBjYXJkIHJlYWRlciBv
biB0aGUgbWFjaGluZSBwYWdlcyBoZXIgaG9zdCwgd2hvIGFwcHJvYWNoZXMgZXZlcnkgc28gb2Z0
ZW4gdG8gZW5zdXJlIHRoYXQgc2hlknMgaGFwcHkgd2l0aCB0aGUgc2VydmljZSBzaGWScyByZWNl
aXZpbmcuIEFsdGhvdWdoIHRoZSBjdXN0b21lciBkb2VzbpJ0IGZpdCB0aGUgc3RlcmVvdHlwaWNh
bCBwcm9maWxlIG9mIGEgTGFzIFZlZ2FzIGhpZ2ggcm9sbGVyLCBIYXJyYWiScyBtYWtlcyBzdXJl
IHNoZSBmZWVscyBzcGVjaWFsLiBCZWNhdXNlIHRoZSBjYXNpbm8gZGVsaXZlcnMgdGhlIHJlY29n
bml0aW9uIGFuZCBzZXJ2aWNlIHNoZSBoYXMgY29tZSB0byBleHBlY3QsIHNoZZJsbCByZXR1cm4g
dG8gSGFycmFoknMgYWdhaW4gYW5kIGFnYWluLg1IYXJyYWiScyBFbnRlcnRhaW5tZW50IGhhcyB0
aGUgbW9zdCBkZXZvdGVkIGNsaWVudGVsZSBpbiB0aGUgY2FzaW5vIGluZHVzdHJ5IJcgYSBidXNp
bmVzcyBub3RvcmlvdXMgZm9yIGZpY2tsZSBjdXN0b21lcnMuIFRoYXQgbG95YWx0eSB0byBIYXJy
YWiScywgd2hpY2ggbm93IG9wZXJhdGVzIDI2IGNhc2lub3MgaW4gMTMgc3RhdGVzLCBoYXMgZW5h
YmxlZCB0aGUgZ2FtaW5nIGNvbXBhbnkgdG8gcmVjb3JkIDE2IHN0cmFpZ2h0IHF1YXJ0ZXJzIG9m
IHNhbWUtc3RvcmUgcmV2ZW51ZSBncm93dGguIEluIDIwMDIsIEhhcnJhaJJzIHBvc3RlZCBtb3Jl
IHRoYW4gJDQgYmlsbGlvbiBpbiByZXZlbnVlIGFuZCAkMjM1IG1pbGxpb24gaW4gbmV0IGluY29t
ZS4NV2WSdmUgaW5jcmVhc2VkIGN1c3RvbWVyIGxveWFsdHksIGV2ZW4gaW4gdGhlIGN1cnJlbnQg
Y2hhbGxlbmdpbmcgZWNvbm9teSwgaW4gdHdvIHdheXMuIEZpcnN0LCB3ZSB1c2UgZGF0YWJhc2Ug
bWFya2V0aW5nIGFuZCBkZWNpc2lvbi1zY2llbmNlLWJhc2VkIGFuYWx5dGljYWwgdG9vbHMgdG8g
d2lkZW4gdGhlIGdhcCBiZXR3ZWVuIHVzIGFuZCBjYXNpbm8gb3BlcmF0b3JzIHdobyBiYXNlIHRo
ZWlyIGN1c3RvbWVyIGluY2VudGl2ZXMgbW9yZSBvbiBpbnR1aXRpb24gdGhhbiBldmlkZW5jZS4g
U2Vjb25kLCB3ZSBkZWxpdmVyIHRoZSBncmVhdCBzZXJ2aWNlIHRoYXQgY29uc3VtZXJzIGRlbWFu
ZC4gSW4gc2hvcnQsIHdlknZlIGNvbWUgb3V0IG9uIHRvcCBpbiB0aGUgY2FzaW5vIHdhcnMgYnkg
bWluaW5nIG91ciBjdXN0b21lciBkYXRhIGRlZXBseSwgcnVubmluZyBtYXJrZXRpbmcgZXhwZXJp
bWVudHMsIGFuZCB1c2luZyB0aGUgcmVzdWx0cyB0byBkZXZlbG9wIGFuZCBpbXBsZW1lbnQgZmlu
ZWx5IHR1bmVkIG1hcmtldGluZyBhbmQgc2VydmljZS1kZWxpdmVyeSBzdHJhdGVnaWVzIHRoYXQg
a2VlcCBvdXIgY3VzdG9tZXJzIGNvbWluZyBiYWNrLg1BIERpY2V5IEJ1c2luZXNzDUJ5IHRoZSB0
aW1lIEkgaGFkIGxlZnQgSGFydmFyZCBCdXNpbmVzcyBTY2hvb2wgdG8gam9pbiB0aGUgY29ycG9y
YXRpb24gYXMgY2hpZWYgb3BlcmF0aW5nIG9mZmljZXIgaW4gMTk5OCwgSGFycmFoknMgaGFkIGJl
Y29tZSB0aGUgZmlyc3QgbmF0aW9ud2lkZSBjYXNpbm8gYnVzaW5lc3MsIHRoYW5rcyB0byBhIGdl
b2dyYXBoaWMgZGl2ZXJzaWZpY2F0aW9uIHBsYW4gcHJvbXVsZ2F0ZWQgYnkgUGhpbCBTYXRyZSwg
dGhlIGNvbXBhbnmScyBjaGFpcm1hbiBhbmQgdGhlbi1jaGllZiBleGVjdXRpdmUgb2ZmaWNlci4g
U2F0cmUgbGVkIHRoZSB3YXZlIG9mIGdhbWluZyBncm93dGggaW4gdGhlIDE5OTBzLCBleHBhbmRp
bmcgSGFycmFoknMgZnJvbSBmb3VyIGNhc2lub3MgaW4gdHdvIHN0YXRlcyB0byAyNiBjYXNpbm9z
IGFjcm9zcyAxMyBzdGF0ZXMgY3VycmVudGx5Lg1TYXRyZZJzIHZpc2lvbiBkaWZmZXJlZCBtYXJr
ZWRseSBmcm9tIHRoZSBzdHJhdGVneSBwdXJzdWVkIGJ5IG90aGVyIGJpZyBjYXNpbm8gb3BlcmF0
b3JzLCB3aG9zZSCTSWYgeW91IGJ1aWxkIGl0LCB0aGV5IHdpbGwgY29tZZQgcGhpbG9zb3BoeSBm
b2N1c2VkIG9uIGF0dHJhY3RpbmcgY3VzdG9tZXJzIHRvIGEgZmFudGFzeWxhbmQgTGFzIFZlZ2Fz
LiBDb21wYW5pZXMgc3VjaCBhcyBNYW5kYWxheSBSZXNvcnQgR3JvdXAgYW5kIE1HTZdNaXJhZ2Ug
aW4gdmVzdGVkIGhlYXZpbHkgaW4gY29uc3RydWN0aW5nIGNvc3RseSBtdXN0LXNlZSBjYXNpbm9z
IG9mZmVyaW5nIGEgd2lkZSByYW5nZSBvZiBhbWVuaXRpZXMglyBmYWJ1bG91cyBzcGFzLCBoaWdo
LWVuZCBzaG9wcGluZyBtYWxscywgZGF6emxpbmcgc2hvd3MglyBkZSBzaWduZWQgdG8gYXBwZWFs
IHRvIGEgYnJvYWRlciBhdWRpZW5jZSB0aGFuIHNpbXBseSBnYW1ibGVycy4gVGhlaXIgaG9wZSB3
YXMgdGhhdCBzdWNoIGZhY2lsaXRpZXMgd291bGQgYXR0cmFjdCBhbiBldmVyLSBncm93aW5nIG51
bWJlciBvZiBuZXcgY3VzdG9tZXJzLiBUaGlzIHN0cmF0ZWd5IHVsdGltYXRlbHkgdHJhbnNmb3Jt
ZWQgYm90aCB0aGUgTGFzIFZlZ2FzIHNreWxpbmUgYW5kIHRvdXJpc3Qgc3BlbmRpbmcgcGF0dGVy
bnM6IFRoZSBMYXMgVmVnYXMgQ29udmVudGlvbiBhbmQgVmlzaXRvcnMgQXV0aG9yaXR5IHJlcG9y
dGVkIHRoYXQsIGluIDIwMDEsIHJldmVudWVzIGZyb20gZGluaW5nLCBlbnRlcnRhaW5tZW50LCBz
aG9wcGluZywgYW5kIG90aGVyIGFjdGl2aXRpZXMgb3V0cGFjZWQgdGhlIGNpdHmScyBjYXNpbm8g
cmV2ZW51ZXMgYnkgYSB0aHJlZS10by1vbmUgbWFyZ2luLg1TYXRyZSwgYnkgY29udHJhc3QsIGZv
Y3VzZWQgb24gZXhwYW5kaW5nIHRoZSBjb3Jwb3JhdGlvbpJzIGdhbWluZyBidXNpbmVzcyBvdXRz
aWRlIE5ldmFkYSBhbmQgQXRsYW50aWMgQ2l0eSwgc2VlaW5nIGdlb2dyYXBoaWMgZGl2ZXJzaWZp
Y2F0aW9uIGFzIGFuIG9wcG9ydHVuaXR5IHRvIGludHJvZHVjZSB0aGUgSGFycmFoknMgYnJhbmQg
dG8gbmV3IGN1c3RvbWVycyBhbmQgdG8gaW5zdWxhdGUgdGhlIGNvbXBhbnkgZnJvbSByZWdpb25h
bCBlY29ub21pYyB2YWdhcmllcy4gT25jZSBIYXJyYWiScyBwb3N0ZWQgaGlnaCByZSB0dXJucyBp
biB0aGVzZSBlbWVyZ2luZyBtYXJrZXRzLCBpdHMgY29tcGV0aXRvcnMgYWxzbyBiZWdhbiB0byBl
eHBhbmQgaW50byB0aGVtLiBCdXQgU2F0cmUgYmVsaWV2ZWQgdGhhdCBjb21wZXRpbmcgbGFyZ2Vs
eSBvbiB0aGUgYmFzaXMgb2YgYmlsbGlvbi1kb2xsYXIgZmFjaWxpdGllcyBpbiB0aGUgZmFjZSBv
ZiBuZXcgY29tcGV0aXRpb24gd2FzIG5vdCB0aGUgbW9zdCBwcnVkZW50IHVzZSBvZiBjYXBpdGFs
IGJlY2F1c2UgdGhlIHJldHVybnMgb24gc3VjaCBidWlsZGluZ3Mgb2Z0ZW4gd2Vha2VuIHdoZW4g
dGhlIG5vdmVsdHkgd2FuZXMuDUZvcnR1bmF0ZWx5LCBTYXRyZSBoYWQgdHdvIGltcG9ydGFudCBh
cnJvd3MgaW4gaGlzIHF1aXZlci4gRmlyc3QsIGhlIGtuZXcgdGhhdCwgdW5saWtlIGl0cyBjb21w
ZXRpdG9ycywgSGFycmFoknMgZGlkbpJ0IGRlcGVuZCBoZWF2aWx5IG9uIGl0cyBzdG9yZXMsIHJl
c3RhdXJhbnRzLCBiYXJzLCBvciBzaG93czsgaXQgZHJldyB0aGUgbGlvbpJzIHNoYXJlIG9mIGl0
cyByZXZlbnVlcyA4Ny4yJSBpbiAyMDAxlyBmcm9tIGl0cyBjYXNpbm9zLiBIZSBhbHNvIHN1c3Bl
Y3RlZCB0aGF0IGN1bHRpdmF0aW5nIGxhc3RpbmcgcmVsYXRpb25zaGlwcyB3aXRoIHRoZSBjb21w
YW55knMgY29yZSBjdXN0b21lcnMglyBzbG90IHBsYXllcnMglyB3b3VsZCBsZWFkIHRvIGdyZWF0
ZXIgYW5kIG1vcmUgc3VzdGFpbmFibGUgcHJvZml0IGdyb3d0aC4gU28gaGUgb3B0ZWQgdG8gaW52
ZXN0IGluIGRldmVsb3BtZW50IG9mIHRoZSBpbnRlbGxlY3R1YWwgYW5kIHRlY2hub2xvZ2ljYWwg
Y2FwYWJpbGl0aWVzIG5lZWRlZCB0byBhc3NlbWJsZSBhbmQgYW5hbHl6ZSBkYXRhIGFib3V0IHRo
b3NlIGN1c3RvbWVycy4gVGhlIGdvYWwgd2FzIHRvIHByb3ZpZGUgZ29vZCBzZXJ2aWNlIHRvIHRo
ZW0gYW5kIHRodXMgZW5jb3VyYWdlIHRoZWlyIGxveWFsdHkgdG8gdGhlIGNvbXBhbnmScyBicmFu
ZC4gV2hlbiBTYXRyZSBoaXJlZCBtZSBhcyBDT08sIGhlIHNhaWQgaGUgd2FudGVkIHRvIGNoYW5n
ZSBIYXJyYWiScyBmcm9tIGFuIG9wZXJhdGlvbnMtZHJpdmVuIGNvbXBhbnkgdGhhdCB2aWV3ZWQg
ZWFjaCBjYXNpbm8gYXMgYSBzdGFuZC1hbG9uZSBidXNpbmVzcyBpbnRvIGEgbWFya2V0aW5nLWRy
aXZlbiBjb21wYW55IHRoYXQgYnVpbHQgY3VzdG9tZXIgbG95YWx0eSB0byBhbGwgSGFycmFoknMg
cHJvcGVydGllcy4NT25lIHRhY3RpYyB0aGUgY29tcGFueSBoYWQgYWxyZWFkeSBkZWNpZGVkIHRv
IHVzZSB0byBlbmhhbmNlIGN1c3RvbWVyIGxveWFsdHkgd2FzIGNhbGxlZCBUb3RhbCBHb2xkLCBh
IHBsYXllci0gY2FyZCBwcm9ncmFtIHRoYXQgd2FzIG1vZGVsZWQgYWZ0ZXIgdGhlIGFpcmxpbmUg
aW5kdXN0cnmScyBmcmVxdWVudC1mbGllciBwcm8gZ3JhbXMuIExhdW5jaGVkIGluIDE5OTcsIFRv
dGFsIEdvbGQgd2FzIGRlc2lnbmVkIHRvIHByb3ZpZGUgcmVndWxhciBjdXN0b21lcnMgd2l0aCBp
bmNlbnRpdmVzIHRvIHZpc2l0IEhhcnJhaJJzIHByb3BlcnRpZXMgdGhyb3VnaG91dCB0aGUgY291
bnRyeS4gQ3VzdG9tZXJzIGluc2VydGVkIHRoZWlyIFRvdGFsIEdvbGQgY2FyZHMgaW50byBzbG90
IG1hY2hpbmVzIGFuZCBlYXJuZWQgY3JlZGl0cyBhcyB0aGV5IHBsYXllZC4gVGhleSB3ZXJlIHJl
d2FyZGVkIHdpdGggdGhlIHN0YW5kYXJkIGZhcmUgdGhhdCBhbGwgY2FzaW5vcyBvZmZlcpcgZnJl
ZSBob3RlbCByb29tcywgZGlubmVycywgc2hvdyB0aWNrZXRzLCBnaWZ0IGNlcnRpZmljYXRlcy4g
QnV0IHRoZXJlIHdlcmUgdGhyZWUgcHJvYmxlbXMgd2l0aCB0aGUgcHJvZ3JhbS4gRmlyc3QsIG5v
dGhpbmcgZGlmZmVyZW50aWF0ZWQgdGhpcyBwcm9ncmFtIGZyb20gb3VyIGNvbXBldGl0b3JzkiBl
ZmZvcnRzLiBPdXIgY3VzdG9tZXJzIHNpbXBseSB0b29rIHRoZWlyIGZyZWUgcm9vbXMgYW5kIGRp
bm5lcnMgYW5kIGRyaWZ0ZWQgYWNyb3NzIHRoZSBzdHJlZXQgdG8gZG8gdGhlaXIgZ2FtYmxpbmcu
IFNlY29uZCwgb3VyIGN1c3RvbWVycyBlYXJuZWQgZGlmZmVyZW50IHJld2FyZHMgYXQgZGlmZmVy
ZW50IHByb3BlcnRpZXM7IHRoZXJlIHdhcyBubyB1bmlmb3JtaXR5IGluIHRoZSBwcm9ncmFtLiBU
aGlyZCwgYW5kIG1vc3QgaW1wb3J0YW50LCBvdXIgY3VzdG9tZXJzIHdlcmUgbm90IGdpdmVuIGFu
eSBpbmNlbnRpdmVzIHRvIGNvbnNvbGlkYXRlIHRoZWlyIGdhbWluZyB3aXRoIEhhcnJhaJJzLg1X
aGlsZSBUb3RhbCBHb2xkIHdhc26SdCBtdWNoIGdvb2QgZm9yIGtlZXBpbmcgY3VzdG9tZXJzIGxv
eWFsIHRvIEhhcnJhaJJzLCBpdCB3YXMgcXVpZXRseSBkaWdnaW5nIG91ciBmdXR1cmUgZGlhbW9u
ZCBtaW5lLiBCeSB0cmFja2luZyBtaWxsaW9ucyBvZiBpbmRpdmlkdWFsIHRyYW5zYWN0aW9ucywg
dGhlIGluZm9ybWF0aW9uLSB0ZWNobm9sb2d5IHN5c3RlbXMgdGhhdCB1bmRlcmxpZSB0aGUgcHJv
Z3JhbSBoYWQgYXNzZW1ibGVkIGEgdmFzdCBhbW91bnQgb2YgZGF0YSBvbiBjdXN0b21lciBwcmVm
ZXJlbmNlcy4gQXQgdGhlIGNvcmUgb2YgdGhlIFRvdGFsIEdvbGQgcmV3YXJkcyBwcm9ncmFtIChh
bmQgaXRzIHN1Y2Nlc3NvciwgVG90YWwgUmV3YXJkcywgd2hpY2ggSZJsbCBkZXNjcmliZSBiZWxv
dykgd2FzIGEgMzAwLWdpZ2FieXRlIHRyYW5zYWN0aW9uYWwgZGF0YWJhc2UgdGhhdCByZWNvcmRl
ZCBjdXN0b21lciBhY3Rpdml0eSBhdCB2YXJpb3VzIHBvaW50cyBvZiBzYWxlIJcgc2xvdCBtYWNo
aW5lcywgcmVzdGF1cmFudHMsIGFuZCBvdGhlciByZXRhaWwgYXJlYXMgaW4gb3VyIHByb3BlcnRp
ZXMuIERhdGFiYXNlIG1hbmFnZXJzIGZlZCB0aGF0IGluZm9ybWF0aW9uIGludG8gb3VyIGVudGVy
cHJpc2UgZGF0YSB3YXJlaG91c2UsIHdoaWNoIGNvbnRhaW5lZCBub3Qgb25seSBtaWxsaW9ucyBv
ZiB0cmFuc2FjdGlvbmFsIGRhdGEgcG9pbnRzIGFib3V0IGN1c3RvbWVycyAoc3VjaCBhcyBuYW1l
cywgYWRkcmVzc2VzLCBhZ2VzLCBnZW5kZXJzKSBidXQgYWxzbyBkZXRhaWxzIGFib3V0IHRoZWly
IGdhbWJsaW5nIHNwZW5kaW5nIGFuZCBwcmVmZXJlbmNlcy4gVGhlIGRhdGFiYXNlIHdhcyBhIHZl
cnkgcmljaCByZXBvc2l0b3J5IG9mIGN1c3RvbWVyIGluZm9ybWF0aW9uLg1TbGljaW5nIHRoZSBE
aWNpbmcNV2hlbiB3ZSBzdGFydGVkIGRpZ2dpbmcgaW50byB0aGUgZGF0YSBiYXNlLCBvbmUgc3Rh
dGlzdGljIHN0b29kIG91dDogT3VyIFRvdGFsIEdvbGQgY2FyZGhvbGRlcnMgdG9sZCB1cyBpbiBz
dXJ2ZXlzIGFuZCBmb2N1cyBncm91cHMgdGhhdCB0aGV5IHdlcmUgc3BlbmRpbmcgb25seSAzNiUg
b2YgdGhlaXIgYW5udWFsIGdhbWluZyBidWQgZ2V0cyBhdCBIYXJyYWiScy4gVGhpcyBwcmVzZW50
ZWQgYW4gb3Bwb3J0dW5pdHkuIFRoZXJlIHdhcyBhIHByb21pc2Ugb2YgdHJlbWVuZG91cyB1cHNp
ZGUgaWYgd2UgY291bGQgaW5kdWNlIGN1c3RvbWVycyB0byBzcGVuZCBtb3JlIG9mIHRoZWlyIGdh
bWluZyBtb25leSBhdCBIYXJyYWiScyBhbmQgaWYgd2UgY291bGQgY29tbXVuaWNhdGUgZWZmZWN0
aXZlbHkgd2l0aCB0aGVtLiBJIHN1Z2dlc3RlZCB0byBTYXRyZSB0aGF0IHdlIG1pZ2h0IGJlIGFi
bGUgdG8gZGl2ZXJ0IG1vcmUgb2Ygb3VyIGN1c3RvbWVyc5IgYW5udWFsIGdhbWluZyBidWRnZXRz
IHRvIEhhcnJhaJJzIGlmIHdlIGJvcnJvd2VkIGEgcGFnZSBmcm9tIHRoZSBwbGF5Ym9va3Mgb2Yg
b3RoZXIgYnVzaW5lc3NlcyB3aG9zZSBjYXNlIHN0dWRpZXMgSZJkIGxvbmcgdGF1Z2h0LiBCYXNp
Y2FsbHksIHdlIG5lZWRlZCB0byBkbyB3aGF0IHRoZSBTdGFyYnVja3MgYW5kIE5vcmRzdHJvbXMg
b2YgdGhlIHdvcmxkIGhhZCBkb25lIJcgY2hhbmdlIHRoZSB3YXkgY29uc3VtZXJzIG1hZGUgZGVj
aXNpb25zIGFib3V0IG91ciBtZXJjaGFuZGlzZS4NVG8gZG8gdGhhdCwgd2UgY2xlYXJseSBuZWVk
ZWQgdG8gc2xpY2UgYW5kIGRpY2UgdGhlIGRhdGEgZmluZWx5IGVub3VnaCB0aGF0IHdlIGNvdWxk
IGRldmVsb3AgZWZmZWN0aXZlIG1hcmtldGluZyBwcm9ncmFtcy4gQ29tbW9uIHByYWN0aWNlIGNh
bGxzIGZvciBkZWZpbmluZyBtYXJrZXRpbmcgc3RyYXRlZ2llcyBhcGFydCBmcm9tIGRhdGFiYXNl
IHN0cmF0ZWdpZXMglyB0aGF0IGlzLCB0aGUgY29tcGFueSBjb21lcyB1cCB3aXRoIGEgZ3JhbmQg
bWFya2V0aW5nIHNjaGVtZSBhbmQgdGhlbiB0cmllcyB0byBhZGp1c3QgdGhlIGRhdGFiYXNlIHRv
IGl0cyBzdHJhdGVnaWVzLiBVbmxpa2UgbWFueSBjb21wYW5pZXMsIHdlIGRlY2lkZWQgdG8gbGV0
IHRoZSBkYXRhIHN1Z2dlc3QgdGhlIHNwZWNpZmljIG1hcmtldGluZyBpZGVhcyB0byB1cy4NVGhl
IGluZm9ybWF0aW9uIHdlIGZvdW5kIGluIG91ciBkYXRhYmFzZSBpbmRpY2F0ZWQgdGhhdCBhIGxv
eWFsdHkgc3RyYXRlZ3kgYmFzZWQgb24gc2FtZS1zdG9yZSBzYWxlcyBncm93dGggd291bGQgd29y
ay4gU2FtZS1zdG9yZSBzYWxlcyBpcyBhIGNsYXNzaWMgbWVhc3VyZW1lbnQgb2YgYSBzaW1wbGUg
cmV0YWlsLWxveWFsdHkgc3RyYXRlZ3k6IFRoZSBnb2FsIGlzIHRvIGdldCBhIGN1c3RvbWVyIHRv
IHZpc2l0IHlvdXIgc3RvcmUgcmVndWxhcmx5LCBqdXN0IGFzIHNoZSBtaWdodCByb3V0aW5lbHkg
dmlzaXQgaGVyIGhhaXJkcmVzc2VyIGFuZCBtZWNoYW5pYy4gVGhlIGhhaXJkcmVzc2VyIGFuZCB0
aGUgbWVjaGFuaWMgZW52ZWxvcCB0aGUgY2xpZW50IGluIHJlYXNvbnMgdG8gYmUgbG95YWwsIHBy
aW1hcmlseSBieSBkZXZlbG9waW5nIGEgZnJpZW5kbHkgcmVsYXRpb25zaGlwLiBXZSBkZWNpZGVk
IHRvIGRldmVsb3AganVzdCB0aGlzIGtpbmQgb2YgY2xvc2UgcmVsYXRpb24gc2hpcCB3aXRoIHRo
ZSBwZW9wbGUgd2hvIHZpc2l0IEhhcnJhaJJzIGNhc2lub3MuDUJlZm9yZSB3ZSBjb3VsZCBwZXJz
dWFkZSBjdXN0b21lcnMgdG8gY29tZSBiYWNrIHRpbWUgYWZ0ZXIgdGltZSwgaG93ZXZlciwgd2Ug
bmVlZGVkIHRvIHRha2UgYSBoYXJkIGxvb2sgYXQgdGhlbSBhbmQgdW5kZXJzdGFuZCBob3cgbXVj
aCB2YWx1ZSBlYWNoIG9mIHRoZW0gYnJvdWdodCB0byB1cy4gV2UgZGlzY292ZXJlZCB0aGF0IDI2
JSBvZiB0aGUgZ2FtYmxlcnMgd2hvIHZpc2l0ZWQgSGFycmFoknMgZ2VuZXJhdGVkIDgyJSBvZiBv
dXIgcmV2ZW51ZXMuIFdlIHdlcmUgc3VycHJpc2VkIHRvIGZpbmQgb3V0IHdobyBvdXIgYmVzdCBj
dXN0b21lcnMgcmVhbGx5IHdlcmUuIFRoZXkgZW1waGF0aWNhbGx5IHdlcmUgbm90IHRoZSBnb2xk
IGN1ZmYtbGlua2VkLCBsaW1vdXNpbmUtcmlkaW5nIGhpZ2ggcm9sbGVycyB3ZSBhbmQgb3VyIGNv
bXBldGl0b3JzIGhhZCBmYXduZWQgb3ZlciBmb3IgbWFueSB5ZWFycy4gSW5zdGVhZCwgdGhleSB0
dXJuZWQgb3V0IHRvIGJlIGZvcm1lciB0ZWFjaGVycywgZG9jdG9ycywgYmFua2VycywgYW5kIG1h
Y2hpbmlzdHMgl21pZGRsZS1hZ2VkIGFuZCBzZW5pb3IgYWR1bHRzIHdpdGggZGlzY3JldGlvbmFy
eSB0aW1lIGFuZCBpbmNvbWUgd2hvIGVuam95ZWQgcGxheWluZyBzbG90IG1hY2hpbmVzLg1XZSBh
bHNvIGxlYXJuZWQgdGhhdCB0aGVzZSBjdXN0b21lcnMgdHlwaWNhbGx5IGRpZCBub3Qgc3RheSBp
biBhIGhvdGVsIGJ1dCB2aXNpdGVkIGEgY2FzaW5vIG9uIHRoZSB3YXkgaG9tZSBmcm9tIHdvcmsg
b3Igb24gYSB3ZWVrZW5kIG5pZ2h0IG91dC4gQXQgdGhlIHNhbWUgdGltZSwgd2UgZm91bmQgdGhh
dCBvdXIgdGFyZ2V0IGN1c3RvbWVycyBvZnRlbiByZXNwb25kZWQgYmV0dGVyIHRvIGFuIG9mZmVy
IG9mICQ2MCBvZiBjYXNpbm8gY2hpcHMgdGhhbiB0byBhIGZyZWUgcm9vbSwgdHdvIHN0ZWFrIG1l
YWxzLCBhbmQgJDMwIHdvcnRoIG9mIGNoaXBzIGJlY2F1c2UgdGhleSBlbmpveWVkIHRoZSBhbnRp
Y2lwYXRpb24gYW5kIGV4Y2l0ZW1lbnQgb2YgZ2FtYmxpbmcgaXRzZWxmLiBBbmQgd2Ugd2VyZSBh
YmxlIHRvIGRldmVsb3AgcXVhbnRpdGF0aXZlIG1vZGVscyB0aGF0IGFsbG93ZWQgdXMgdG8gcHJl
ZGljdCwgYmFzZWQgb24gYW4gaW5kaXZpZHVhbJJzIHBsYXksIGhpcyBvciBoZXIgk2N1c3RvbWVy
IHdvcnRolCCXIHRoZSB0aGVvcmV0aWNhbCBhbW91bnQgd2UgY291bGQgZXhwZWN0IHRoZSBjdXN0
b21lciB0byBzcGVuZCBub3QganVzdCBkdXJpbmcgb25lIGV2ZW5pbmcgYnV0IG92ZXIgdGhlIGxv
bmcgdGVybS4NU3VkZGVubHksIHdlIHNhdyBob3cgd2UgY291bGQgZGlmZmVyZW50aWF0ZSBvdXIg
YnJhbmQuIFVuZGVyc3RhbmRpbmcgdGhlIGxpZmV0aW1lIHZhbHVlIG9mIG91ciBjdXN0b21lcnMg
d291bGQgYmUgY3JpdGljYWwgdG8gb3VyIG1hcmtldGluZyBzdHJhdGVneS4gSW4gc3RlYWQgb2Yg
Zm9jdXNpbmcgb24gaG93IG11Y2ggcGVvcGxlIHNwZW50IGluIG91ciBjYXNpbm9zIGR1cmluZyBh
IHNpbmdsZSB2aXNpdCwgaXQgYmVjYW1lIGNsZWFyIHRoYXQgd2UgbmVlZGVkIHRvIGZvY3VzIG9u
IHRoZWlyIHBvdGVudGlhbCB3b3J0aCBvdmVydGltZS4gRm9yIGluc3RhbmNlLCB3ZSBjb3VsZCBz
ZWUgdGhhdCBjdXN0b21lcnMgd2hvIHNhaWQgdGhleSB3ZXJlIHZlcnkgaGFwcHkgd2l0aCB0aGUg
SGFycmFoknMgZXhwZXJpZW5jZSBpbmNyZWFzZWQgdGhlaXIgc3BlbmRpbmcgb24gZ2FtYmxpbmcg
YXQgSGFycmFoknMgYnkgMjQlIHBlciB5ZWFyOyBjdXN0b21lcnMgd2hvIHNhaWQgdGhleSB3ZXJl
IGRpc2FwcG9pbnRlZCB3aXRoIEhhcnJhaJJzIGRlIGNyZWFzZWQgdGhlaXIgc3BlbmRpbmcgYnkg
MTAlIHBlciB5ZWFyLg1UaGUgYmVzdCB3YXkgdG8gZW5nYWdlIGluIHRoaXMga2luZCBvZiBkYXRh
LWRyaXZlbiBtYXJrZXRpbmcgaXMgdG8gZ2F0aGVyIG1vcmUgYW5kIG1vcmUgc3BlY2lmaWMgaW5m
b3JtYXRpb24gYWJvdXQgY3VzdG9tZXIgcHJlZmVyZW5jZXMsIHJ1biBleHBlcmltZW50cyBhbmQg
YW5hbHlzZXMgb24gdGhlIG5ldyBkYXRhLCBhbmQgZGV0ZXJtaW5lIHdheXMgb2YgYXBwZWFsaW5n
IHRvIHBsYXllcnOSIGludGVyZXN0cy4gV2UgcmVhbGl6ZWQgdGhhdCB0aGUgaW5mb3JtYXRpb24g
aW4gb3VyIGRhdGFiYXNlLCBjb3VwbGVkIHdpdGggZGVjaXNpb24tc2NpZW5jZSB0b29scyB0aGF0
IGVuYWJsZWQgdXMgdG8gcHJlZGljdCBpbmRpdmlkdWFsIGN1c3RvbWVyc5IgdGhlb3JldGljYWwg
dmFsdWUgdG8gdXMsIHdvdWxkIGFsbG93IHVzIHRvIGNyZWF0ZSBtYXJrZXRpbmcgaW50ZXJ2ZW50
aW9ucyB0aGF0IHByb2ZpdGFibHkgYWRkcmVzc2VkIHBsYXllcnOSIHVuaXF1ZSBwcmVmZXJlbmNl
cy4gVGhlIG1vcmUgd2UgYXBwZWFsZWQgdG8gdGhlc2UgcHJlZmVyZW5jZXMsIHRoZSBtb3JlIG1v
bmV5IHRoZSBjdXN0b21lcnMgd291bGQgc3BlbmQgd2l0aCB1cy4NU28gd2UgZGVjaWRlZCB0byBh
Y3Qgb24gYSByYWRpY2FsIGlkZWE6DVdlIHdvdWxkIHJld2FyZCBjdXN0b21lcnMgZm9yIHNwZW5k
aW5nIGluIHdheXMgdGhhdCBhZGRlZCB0byB0aGVpciB2YWx1ZS4gTW9zdCBjb25zdW1lciBidXNp
bmVzc2VzIGluc2lzdCB0aGF0IHRoZXkgY2FuknQgdHJlYXQgb25lIGN1c3RvbWVyIGRpZmZlcmVu
dGx5IHRoYW4gdGhleSB0cmVhdCBhbm90aGVyLCBldmVuIHRob3VnaCBzb21lIGN1c3RvbWVycyBh
cmUgb2J2aW91c2x5IHdvcnRoIG11Y2ggbW9yZSB0aGFuIG90aGVycy4gVG8gdXMsIHRoYXQgYXBw
cm9hY2ggd2FzIGZ1bmRhbWVudGFsbHkgd3JvbmcsIGJ1dCBpdCBkaWRuknQgbWVhbiB0aGF0IHdl
IGhhZCB0byBmb2N1cyBvbiB0aGUgcmVsYXRpdmVseSBzbWFsbCBudW1iZXIgb2YgaGlnaCByb2xs
ZXJzLiBSYXRoZXIsIHdlIG1hZGUgYSBwb2ludCBvZiB0cmVhdGluZyBvdXIgbWlsbGlvbnMgb2Yg
cmVndWxhciBjdXN0b21lcnMgZGlmZmVyZW50bHkgZGVwZW5kaW5nIG9uIHRoZWlyIHZhbHVlIHRv
IHVzLg1JdCB0dXJuZWQgb3V0IHRoYXQgb3VyIGN1c3RvbWVycyCXIEkgd291bGQgdmVudHVyZSB0
byBzYXkgYWxsIGN1c3RvbWVyc5cgYWN0dWFsbHkgZW5qb3kgYXNwaXJpbmcgdG8gaGlnaGVyIGxl
dmVscyBvZiBhY2hpZXZlbWVudCBhbmQgcmV3YXJkLiBJdJJzIHNpbXBseSBodW1hbiBuYXR1cmUu
IFVuZGVyc3RhbmRpbmcgdGhpcywgd2Ugc3BsaXQgb3VyIGN1c3RvbWVycyBpbnRvIHRocmVlIHRp
ZXJzOg1Hb2xkLCBQbGF0aW51bSwgYW5kIERpYW1vbmQgY2FyZCBob2xkZXJzLCBiYXNlZCBvbiB0
aGVpciBhbm51YWwgdGhlb3JldGljYWwgdmFsdWUuIFBsYXRpbnVtIGFuZCBEaWFtb25kIGNhcmQg
aG9sZGVycyByZWNlaXZlIGdyZWF0ZXIgbGV2ZWxzIG9mIHNlcnZpY2UsIHdoaWNoIGFkZHMgYW4g
YXNwaXJhdGlvbmFsIGVsZW1lbnQgdG8gdGhlIHByb2dyYW0uIEZvciBleGFtcGxlLCBvdXIgZGF0
YWJhc2UgdG9sZCB1cyB0aGF0IG91ciBiZXN0IGN1c3RvbWVycyB3YW50ZWQgc2VydmljZSBxdWlj
a2x5l3RoZXkgZGlkbpJ0IHdhbnQgdG8gd2FpdA1pbiBsaW5lIHRvIHBhcmsgdGhlaXIgY2Fycywg
b3IgZWF0IGluIHJlc3RhdXJhbnRzLCBvciBjaGVjayBpbiBhdCB0aGUgZnJvbnQgZGVzay4gU28g
d2UgZGVjaWRlZCB0byBtYWtlIGEgcG9pbnQgb2Ygcm91dGluZyBvdXIgY3VzdG9tZXJzIGludG8g
dGhyZWUgZGlmZmVyZW50IGxpbmVzLiBQZW9wbGUgd2hvIHdlcmVuknQgY2FyZC1jYXJyeWluZyBI
YXJyYWiScyBtZW1iZXJzIGFuZCBHb2xkIGN1c3RvbWVycyBzdG9vZCBpbiBsaW5lcyBhdCB0aGUg
cmVjZXB0aW9uIGRlc2sgb3IgdGhlIHJlc3RhdXJhbnQuIFBsYXRpbnVtIGN1c3RvbWVycyB3b3Vs
ZCBzdGFuZCBpbiBzdGlsbCBzaG9ydGVyIGxpbmVzLCBhbmQgRGlhbW9uZCBjYXJkaG9sZGVycyB3
b3VsZCByYXJlbHkgZXZlciBoYXZlIHRvIHN0YW5kIGluIGxpbmUuIFRoaXMgY3JlYXRlZCBhIHZp
c2libGUgZGlmZmVyZW50aWF0aW9uIGluIGN1c3RvbWVyIHNlcnZpY2UuDUl0IHdhcyBlc3NlbnRp
YWwgZm9yIG91ciBjdXN0b21lcnMgdG8gc2VlIHRoZSBwZXJrcyB0aGF0IG90aGVycyB3ZXJlIGdl
dHRpbmcuIE9uY2Ugd2UgZGl2aWRlZCB0aGUgbGluZXMgdGhpcyB3YXksIHdlIHdhdGNoZWQgYXMg
b3VyIGN1c3RvbWVycyBkaWQgd2hhdCB0aGV5IGNvdWxkIHRvIGVhcm4gdGhlIGhpZ2hlci10aWVy
ZWQgY2FyZHMuIEV2ZXJ5IGV4cGVyaWVuY2UgaW4gb3VyIGNhc2lubyB3YXMgcmVkZXNpZ25lZCB0
byBkcml2ZSBjdXN0b21lcnMgdG8gd2FudCB0byBlYXJuIGEgaGlnaGVyLWxldmVsIGNhcmQuIEFz
IGl0IHR1cm5zIG91dCwgbWFya2V0aW5nIHRoYXQgYXBwZWFscyB0byBjdXN0b21lciBhc3BpcmF0
aW9uIHdvcmtzIHdvbmRlcmZ1bGx5Lg1XZSBhbHNvIHNldCB1cCBhIHNlcmllcyBvZiB0cmlnZ2Vy
cyBpbiB0aGUgZGF0YWJhc2UgYW5kIGFuYWx5emVkIHRoZSBjdXN0b21lcnOSIHJlc3BvbnNlcyB0
byB0aG9zZSB0cmlnZ2Vycy4gSWYsIGZvciBleGFtcGxlLCB3ZSBkaXNjb3ZlcmVkIHRoYXQgYSBj
dXN0b21lciB3aG8gc3BlbmRzICQxLDAwMCBwZXIgbW9udGggd2l0aCB1cyBoYWRuknQgdmlzaXRl
ZCB1cyBpbiB0aHJlZSBtb250aHMsIGEgbGV0dGVyIG9yIHRlbGVwaG9uZSBjYWxsIHdvdWxkIGlu
dml0ZSBoaW0gYmFjay4gSWYgd2UgbGVhcm5lZCB0aGF0IGhlIGxvc3QgbW9uZXkgZHVyaW5nIGhp
cyBsYXN0IHZpc2l0LCB3ZSBpbnZpdGVkIGhpbSBiYWNrIGZvciBhIHNwZWNpYWwgZXZlbnQuIE91
ciB0ZWxlbWFya2V0ZXJzIHdlcmUgdHJhaW5lZCB0byBsaXN0ZW4gZm9yIHJlc3BvbnNlcyB0byBz
cGVjaWZpYyBvZmZlcnMglyBhIGNlcnRhaW4gcGVyY2VudGFnZSBvZiBvdXIgY3VzdG9tZXJzIHJl
c3BvbmRlZCBwb3NpdGl2ZWx5IHRvIG9mZmVycyBvZiBhIHN0ZWFrIGRpbm5lcjsgb3RoZXJzIHdv
dWxkIHJlc3BvbmQgdG8gb2ZmZXJzIG9mIHR3byBmcmVlIG5pZ2h0cyBpbiB0aGUgaG90ZWwuDU9u
Y2UgZW50ZXJlZCBpbnRvIG91ciBkYXRhYmFzZSwgdGhlc2UgcmVzcG9uc2VzIHByb3ZpZGVkIGZv
ZGRlciBmb3IgbW9yZSBzbGljaW5nLCBkaWNpbmcsIGFuZCBleHBlcmltZW50YXRpb24uIEl0knMg
aW1wb3J0YW50IHRvIG5vdGUgdGhhdCBvdXIgZGF0YWJhc2Ugc3RyYXRlZ3kgaGluZ2VkIG9uIG91
ciBhYmlsaXR5IHRvIGNvbWJpbmUgZGF0YSBmcm9tIGFsbCBvZiBvdXIgcHJvcGVydGllcywgc28g
Y3VzdG9tZXJzIGNvdWxkIHVzZSB0aGVpciByZXdhcmQgY2FyZHMgaW4gbXVsdGlwbGUgbG9jYXRp
b25zLiBDb21iaW5pbmcgdHJhbnNhY3Rpb25hbCBkYXRhIGZyb20gYWxsIG91ciBzaXRlcyB3YXMg
c28gaW1wb3J0YW50IHRoYXQgd2UgZGV2ZWxvcGVkIGFuZCB1bHRpbWF0ZWx5IHBhdGVudGVkIHRo
ZSB0ZWNobm9sb2d5IHRvIGRvIGl0Lg1XZSBhbHNvIGRlY2lkZWQgdG8gdXNlIG91ciB0cmFuc2Fj
dGlvbmFsIGRhdGEgdG8gk3NlbGyUIG91ciBzbG90IG1hY2hpbmVzLiBJbiB0aGUgcGFzdCwgd2Ug
aGFkIG5vIHdheSBvZiBrbm93aW5nIHdoeSBjdXN0b21lcnMgY2hvc2UgdG8gcGxheSBhdCBjZXJ0
YWluIG1hY2hpbmVzLiBXYXMgaXQgYmVjYXVzZSBvZiB0aGUgd2F5IHRoZSBtYWNoaW5lcyBsb29r
ZWQ/IE9yIGJlY2F1c2Ugb3RoZXIgbWFjaGluZXMgd2VyZSBvY2N1cGllZD8gT3Igd2FzIGl0IGJl
Y2F1c2Ugd2UgaGFkIHNpZ25zIG9uIHRvcCBvZiB0aGVtIHByb2NsYWltaW5nIHRoZSBvZGRzPyBP
dXIgdHJhbnNhY3Rpb25hbCBkYXRhIGJhc2UgdG9sZCB1cyBleGFjdGx5IHdoYXQgdGhlIHBhdHRl
cm5zIG9mIHBsYXkgd2VyZSBpbiBvdXIgY2FzaW5vcy4gV2UgZGlzY292ZXJlZCB0aGF0IGF0IGFu
eSBnaXZlbiB0aW1lLCBpdCB3YXMgcG9zc2libGUgdG8ga25vdyB3aGljaCBzcGVjaWZpYyBjdXN0
b21lcnMgd2VyZSBwbGF5aW5nIGF0IHBhcnRpY3VsYXIgc2xvdHMgaW4gSGFycmFoknMgTGFzIFZl
Z2FzIGFuZCB3aGF0IGl0IHdhcyBhYm91dCB0aGF0IHNwZWNpZmljIG1hY2hpbmUgdGhhdCBhcHBl
YWxlZCB0byB0aGVtLiBUaGlzIGtub3dsZWRnZSBhbGxvd2VkIHVzIHRvIGNvbmZpZ3VyZSB0aGUg
Y2FzaW5vIGZsb29yIHdpdGggYSBtaXggb2Ygc2xvdCBtYWNoaW5lcyB0aGF0IGJlbmVmaXRlZCBi
b3RoIG91ciBjdXN0b21lcnMgYW5kIG91ciBjb21wYW55Lg1IaXR0aW5nIHRoZSBDdXN0b21lciBT
ZXJ2aWNlIEphY2twb3QNRGVlcCBkYXRhIG1pbmluZyBhbmQgZGVjaXNpb24tc2NpZW5jZSBtYXJr
ZXRpbmcgd291bGQgYmUgd29ydGggbGl0dGxlIGluIGRyaXZpbmcgc2FtZS1zdG9yZSBzYWxlcyBn
cm93dGggd2VyZSBpdCBub3QgZm9yIGFub3RoZXIgc2ltdWx0YW5lb3VzbHkgYXBwbGllZCBhbmQg
ZXh0cmVtZWx5IGNyaXRpY2FsIGluZ3JlZGllbnQglyBhbiBhYnNvbHV0ZSBmb2N1cyBvbiBjdXN0
b21lciBzYXRpc2ZhY3Rpb24uIFdoZW4gSSBjYW1lIHRvIHRoZSBjYXNpbm8gYnVzaW5lc3MsIHRo
ZXJlIHdhcyBhbiBpbnN1ZmZpY2llbnQgZm9jdXMgb24gY3VzdG9tZXIgc2VydmljZS4gV2UgZGVj
aWRlZCB0aGF0IGdyZWF0IHNlciB2aWNlIHdvdWxkIGFsbG93IHVzIHRvIGJ1aWxkIJcganVzdCBh
cyBIb21lIERlcG90LCBGb3VyIFNlYXNvbnMsIGFuZCBvdGhlciBncmVhdCBicmFuZHMgZG8gaW4g
dGhlaXIgZmllbGRzl3RoZSBjYXBhY2l0eSB0byBicmFuZCBvdXJzZWx2ZXMgYXMgdGhlIG9ubHkg
bmF0aW9ud2lkZSBjb25zdW1lciBnYW1pbmcgYnVzaW5lc3MuDUN1c3RvbWVyIHNlcnZpY2UgaXMg
c29tZXRoaW5nIG1vc3Qgb3JnYW5pemF0aW9ucyBzYXkgdGhleSBmb2N1cyBvbi4gQnV0LCBpbiBm
YWN0LCB0aGV5IG9mdGVuIGZhbGwgdG8gaW5zdGl0dXRlIHN5c3RlbXMgdG8gdXNlIGN1c3RvbWVy
IHNlcnZpY2UgdG8gcmVpbmZvcmNlIGxveWFsdHkgd2l0aCBjYXJyb3RzIGFuZCBzdGlja3MuIE91
ciBkYXRhIHRvbGQgdXMgdGhhdCBvdXIgY3VzdG9tZXJzIHdhbnQgZnJpZW5kbHkgYW5kIGhlbHBm
dWwgYXR0ZW50aW9uIGluIGFkZGl0aW9uIHRvIGZhc3Qgc2VydmljZS4gV2UgZGVjaWRlZCB0byBs
aW5rIGVtcGxveWVlIHJlIHdhcmRzIHRvIGN1c3RvbWVyIHNhdGlzZmFjdGlvbi4gQWNjb3JkaW5n
bHksIHdlIGNob3NlIHRvIG1lYXN1cmUgYWxsIGVtcGxveWVlIHBlcmZvcm1hbmNlIG9uIHRoZSBt
YXRyaWNlcyBvZiBzcGVlZCBhbmQgZnJpZW5kbGluZXNzLiBUaGUgYmV0dGVyIHRoZSBleHBlcmll
bmNlIHRoZSBndWVzdCBoYWQsIHRoZSBtb3JlIG1vbmV5IGVtcGxveWVlcyBzdG9vZCB0byBtYWtl
LiBUbyB0aGlzIGVuZCwgYWxsIEhhcnJhaJJzIGVtcGxveWVlcyB0YWtlIHBhcnQgaW4gYSBjZXJ0
aWZpY2F0aW9uIHByb2dyYW0gdGhhdCB0cmFpbnMgdGhlbSB0byBkZWxpdmVyIGV4Y2VsbGVudCBz
ZXJ2aWNlLiBGcm9tIGhvdXNlIGtlZXBlcnMgdG8gc2xvdCBhdHRlbmRhbnRzLCBmcm9tIHZhbGV0
cyB0byBzdGV3YXJkcywgZnJvbSByZWNlcHRpb25pc3RzIHRvIGNoZWZzLCBhbGwgZW1wbG95ZWVz
IGFyZSB0b2xkIGRhaWx5IGFzIHRoZXkgYXJyaXZlIGF0IHdvcms6IElmIHlvdXIgc2VydmljZSBj
YW4gcGVyc3VhZGUgb25lIGN1c3RvbWVyIHRvIG1ha2Ugb25lIG1vcmUgdmlzaXQgYSB5ZWFyIHdp
dGggdXMsIHlvdZJ2ZSBoYWQgYSBnb29kIHNoaWZ0LiBJZiB5b3UgY2FuIHBlcnN1YWRlIHRocmVl
LCB5b3WSdmUgaGFkIGEgZ3JlYXQgc2hpZnQuDVdlIGltcGxlbWVudGVkIGEgYm9udXMgcGxhbiB0
byByZSB3YXJkIGhvdXJseSB3b3JrZXJzIHdpdGggZXh0cmEgY2FzaCBmb3IgYWNoaWV2aW5nIGlt
cHJvdmVkIGN1c3RvbWVyIHNhdGlzZmFjdGlvbiBzY29yZXMsIHdoaWNoIHdlIGN1bGxlZCBmcm9t
IHZlcnkgZGV0YWlsZWQgY3VzdG9tZXIgc3VydmV5cy4gSWYgYSBwcm9wZXJ0eZJzIG92ZXJhbGwg
cmF0aW5nIHJvc2UgMyUgb3IgbW9yZSwgZWFjaCBlbXBsb3llZSBjb3VsZCBlYXJuICQ3NSB0byAk
MjAwLiBXaGF0IGhhcyBtYWRlIHRoZSBib251cyBwcm9ncmFtIHdvcmsgaXMgdGhhdCB0aGUgcmV3
YXJkIGRlcGVuZHMgb24gZXZlcnlvbmWScyBwZXJmb3JtYW5jZS4gSWYgdGhlIHZhbGV0knMgc2Nv
cmVzIHdlcmUgbG93IGJ1dCB0aGUgc3RlYWsgaG91c2UgcmVjZXB0aW9uaXN0knMgd2VyZSBoaWdo
LCB0aGUgcmVjZXB0aW9uaXN0IHdvdWxkIGNoZWNrIGluIG9uIHRoZSB2YWxldC4gTGlrZXdpc2Us
IGlmIG9uZSBwcm9wZXJ0eSByZWNlaXZlZCBsb3cgc2NvcmVzIGFuZCBhbm90aGVyIGhpZ2ggb25l
cywgdGhlIGdlbmVyYWwgbWFuYWdlciBvZiB0aGUgbG93ZXItc2NvcmluZyBwcm9wZXJ0eSBtaWdo
dCB2aXNpdCBoaXMgY29sbGVhZ3VlIHRvIGZpbmQgb3V0IHdoYXQgaGUgY291bGQgZG8gdG8gaW1w
cm92ZSBoaXMgcHJvcGVydHmScyBzY29yZXMuDUl0knMgaW1wb3J0YW50IHRvIG5vdGUgdGhhdCB3
ZSBjaG9zZSB0byBtZWFzdXJlIGN1c3RvbWVyIHNhdGlzZmFjdGlvbiBzY29yZXMgaW5kZXBlbmRl
bnQgb2YgYSBwcm9wZXJ0eZJzIGZpbmFuY2lhbCBwZXJmb3JtYW5jZS4gSW4gMjAwMiwgb25lIHBy
b3BlcnR5IGhhZCByZWNvcmQtYnJlYWtpbmcgZmluYW5jaWFsIHJlc3VsdHMsIGJ1dCBlbXBsb3ll
ZXMgZGlkIG5vdCByZWNlaXZlIGJvbnVzZXMgYmUgY2F1c2UgdGhlaXIgY3VzdG9tZXIgc2Vydmlj
ZSBzY29yZXMgd2VyZSBtZWRpb2NyZS4gT3VyIGVtcGxveWVlcyBhcmUgb2JzZXNzZWQgd2l0aCB0
aGVpciBwcm9wZXJ0eZJzIGN1c3RvbWVyIHNhdGlzZmFjdGlvbiBzY29yZXMgZm9yIGEgZ29vZCBy
ZWFzb246IEluIDIwMDIsIHdlIHBhaWQgJDE0LjIgbWlsbGlvbiBpbiBib251c2VzIHRvIG5vbi0g
bWFuYWdlbWVudCBlbXBsb3llZXMgYmFzZWQgb24gdGhlaXIgcHJvcGVydGllc5IgY3VzdG9tZXIg
c2F0aXNmYWN0aW9uIHNjb3Jlcy4gU2luY2UgdGhlIHByb2dyYW2ScyBpbmNlcHRpb24sIEhhcnJh
aJJzIGhhcyBwYWlkIG91dCBtb3JlIHRoYW4gJCBtaWxsaW9uIGluIGJvbnVzZXMuDVRoaXMgc2Nv
cmUtZHJpdmVuIGN1c3RvbWVyIHNhdGlzZmFjdGlvbiBtZWFzdXJlIGhhcyBhbGxvd2VkIHByb3Bl
cnRpZXMglyBldmVuIHRob3NlIGluIHRyb3VibGVkIG1hcmtldHMglyB0byBjb250aW51ZSB0byBn
cm93LiBUYWtlLCBmb3IgZXhhbXBsZSwgb3VyIGNhc2lubyBpbiBMYXVnaGxpbiwgTmV2YWRhLiBE
ZXNwaXRlIHN0cm9uZyBjb21wZXRpdGlvbiBhbmQgYSBtZXJlIDElIGluIGNyZWFzZSBpbiB0aGUg
bG9jYWwgbWFya2V0knMgZ2FtaW5nIHJldmVudWVzIGluIDIwMDIsIEhhcnJhaJJzIExhdWdobGlu
IHJlY29yZGVkIGEgMTQlIGdhaW4gaW4gcmV2ZW51ZXMuIFdoeT8gQmVjYXVzZSBpdHMgY3VzdG9t
ZXJzIHdlcmUgbG95YWwsIHRoYW5rcyB0byBncmVhdCBzZXJ2aWNlLiBJbiBmYWN0LCB0aGUgZW1w
bG95ZWVzIGF0IEhhcnJhaJJzIExhdWdobGluIGVhcm5lZCB0aGUgaGlnaGVzdCBjdXN0b21lciBz
ZXJ2aWNlIHNjb3JlcyBpbiB0aGUgY29tcGFueS4NT3VyIGV4cGVyaWVuY2Ugd2l0aCBjdXN0b21l
ciBzZXJ2aWNlIGhhcyBzaG93biB1cyB0aGF0IG1lZXRpbmcgYnVkZ2V0IGF0IHRoZSBleHBlbnNl
IG9mIHNlcnZpY2UgaXMgYSB2ZXJ5IGJhZCBpZGVhLiBJZiB5b3WScmUgbm90IG1ha2luZyB5b3Vy
IG51bWJlcnMsIHlvdSBkb26SdCBjdXQgYmFjayBvbiBzdGFmZiBJbiBmYWN0LCBqdXN0IHRoZSBy
ZXZlcnNlOiBUaGUgYmV0dGVyIHRoZSBleHBlcmllbmNlIGEgZ3Vlc3QgaGFzIGFuZCB0aGUgbW9y
ZSBhdHRlbnRpdmUgeW91IGFyZSB0byBoaW0sIHRoZSBtb3JlIG1vbmV5IHlvdZJsbCBtYWtlLiBG
b3IgSGFycmFoknMsIGdvb2QgY3VzdG9tZXIgc2VydmljZSBpcyBub3QgYSBtYXR0ZXIgb2YgYW4g
aXNvbGF0ZWQgaW5jaWRlbnQgb3IgdHdvIGJ1dCBvZiBkYWlseSByb3V0aW5lLiBXaGVuIGhlIGdv
ZXMgb2ZmIGR1dHksIHRoZSBMYXVnaGxpbiBnZW5lcmFsIG1hbmFnZXIgdGVsbHMgZW1wbG95ZWVz
IHRvIGNhbGwgaGltIGF0IGhvbWUgYW55dGltZSwgZGF5IG9yIG5pZ2h0IJcgd2hlbmV2ZXIgdGhl
eSBzZWUgZml2ZSBwZW9wbGUgd2FpdGluZyBpbiBhbnkgbGluZS4gVG8gdXMsIHRoaXMgaXMgbGl2
aW5nIHByb29mIHRoYXQgb3VyIHNhbWUtc3RvcmUgc2FsZXMgZ3Jvd3RoIGluIHRvdWdoIG1hcmtl
dHMgaGFzIGJlZW4gZHJpdmVuIGJ5IHN1c3RhaW5lZCBhdHRlbnRpb24gdG8gZ3JlYXQgY3VzdG9t
ZXIgc2VydmljZS4NVGhlIFdpbm5pbmcgSGFuZA1FdmVyeXRoaW5nIHdlIGRvIHRvIG1hcmtldCBG
bGFycmFoknMgaXMgZnJhbWVkIGluIHRlcm1zIG9mIHBsYXllcnOSIGRlY2lzaW9ucyB0byB2aXNp
dCwgb3Igbm90IHZpc2l0LCBvbmUgb2Ygb3VyIGNhc2lub3MuIE9uZSBtZWFzdXJlIG9mIHRoZSBl
ZmZlY3RpdmVuZXNzIG9mIG91ciBzdHJhdGVneSBpcyB0aGF0IG1hbnkgb2Ygb3VyIGNvbXBldGl0
b3JzIGhhdmUgYWRvcHRlZCBzaW1pbGFyIHByb2dyYW1zIGFmdGVyIHZpZXdpbmcgb3VyIGNvbXBh
bnmScyBwZXJmb3JtYW5jZSBvdmVyIHRoZSBwYXN0IGZldyB5ZWFycy4gQnV0IG91ciBjb21wZXRp
dG9ycyBjb250aW51ZSB0byBmb2N1cyBsYXJnZWx5IG9uIGZhY2lsaXRpZXMsIHdoaWxlIHdlIGtl
ZXAgY29tYmluaW5nIGltcHJvdmVkIGZhY2lsaXRpZXMgd2l0aCBicmVha3Rocm91Z2hzIGluIG1h
cmtldGluZyBhbmQgY3VzdG9tZXIgc2VydmljZS4gV2UgbWFpbnRhaW4gb3VyIGNvbXBldGl0aXZl
IGFkdmFudGFnZSBieSB1c2luZyBvdXIgaHVtYW4gY2FwaXRhbCBhbmQgdGVjaG5vbG9neSBzeXN0
ZW1zIHRvIGdldCB0byBrbm93IG91ciBjdXN0b21lcnMgYmV0dGVyLg1IYXJyYWiScyB3aWxsIGtl
ZXAgYWRkaW5nIGV4Y2l0ZW1lbnQgYW5kIGJlbmVmaXRzIHRvIHRoZSBUb3RhbCBSZXdhcmRzIHBy
byBncmFtLCB3aWRlbmluZyBpdHMgc2NvcGUgYWNyb3NzIGdhbWluZy0gcmVsYXRlZCBhY3Rpdml0
aWVzLiBBbmQgd2WSbGwga2VlcCBlbmhhbmNpbmcgdGhlIGJlbmVmaXRzIHRoYXQgcGxheWVycyBn
ZXQgZnJvbSBjb25zb2xpZGF0aW5nIHRoZWlyIGdhbWluZyB3aXRoaW4gb3VyIGJyYW5kcy4NTGV0
IHRoZSBuZWlnaGJvcnMgbHVyZSB0b3VyaXN0cyB3aXRoIGtuaWdodHMgb24gaG9yc2ViYWNrLCBm
aWVyeSB2b2xjYW5vZXMsIHBpcmF0ZSBzaGlwcywgYW5kIG1pbmktTWFuaGF0dGFucy4gV2WSbGwg
anVzdCBrZWVwIHJlZmluaW5nIHdoYXQgd2WScmUgYWxyZWFkeSBwcmV0dHkgZ29vZCBhdDogZHJp
bGxpbmcgaW50byBvdXIgZGF0YSBhbmQgbWFraW5nIHN1cmUgb3VyIHJlZ3VsYXIgY3VzdG9tZXJz
IGFyZSBtb3JlIHRoYW4gc2F0aXNmaWVkLg0NDUZvcm1lciBIYXJ2YXJkIEJ1c2luZXNzIFNjaG9v
bCBwcm9mZXNzb3IgR2FyeSBMb3ZlbWFuIGlzIHRoZSBDRU8gb2YgSGFycmFoknMgRW50ZXJ0YWlu
bWVudC4gSGUgaXMgdGhlIGF1dGhvciBvciBjb2F1dGhvciBvZmZpdmUgSEJSIGFydGljbGVzLCBp
bmNsdWRpbmcgk1B1dHRpbmcgdGhlIFNlcnZpY2UtUHJvZml0IENoYWluIHRvIFdvcmuUIChNYXJj
aJdBcHJpbCAxOTk0KS4NDQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAYAAF0IAAA0CQAAABwAABccAADSJQAA8SUAAFIqAABTKgAAfSwAAJwsAACf
LAAAoCwAAE4vAABtLwAAdC8AAJMvAACyLwAA0S8AAGEyAABiMgAAjTIAAKwyAADYMgAA9zIAAEkz
AABoMwAAbjQAAI00AABKNQAASzUAAFE1AABwNQAAZjcAAIU3AACAOAAAnzgAAB05AAA8OQAAADoA
AB86AACBOwAAoDsAAB48AAA9PAAAdT4AAJQ+AACcPgAAuz4AAO4+AAAHPwAAND8AAFM/AADJPwAA
6D8AAOk/AAD4PwAA/T8AAP4/AABBQAAAYEAAAItAAACqQAAA0UAAANJAAADpQAAA9kAAAINCAACi
QgAACkMAAClDAAB+QwAAnUMAAO9DAAAORAAAiUQAAKhEAACxRAAA0EQAAHNFAACSRQAAO0YAAFpG
AACvRgAAz0YAACNHAABCRwAA50cAAAZIAAAMSAAAK0gAAAJJAAAhSQAA/PT88Pzs/PD87Pzs/Oz8
8Pzs/Oz87Pzs/Oz87Pzo/Oj86Pzo/Oj86Pzo/Oj86Pzo/Oj86Pzo/Oj86Pzo/Oj86Pzo/Oj86Pzo
/Oj86Pzo/Oj86Pzo/Oj86Pzo/OgGFmh1PvQAAAYWaMUGawAABhZozyJFAAAPFWgDL9AAFmgDL9AA
NgiBBhZoAy/QAFwABgAAIwgAACQIAABOCAAATwgAAFwIAABdCAAANAkAADUJAADZCgAAeg0AAO8O
AABGEQAAVxEAAAsTAABoFgAAyxgAAFQcAABJIAAAzSMAAOAjAADdJgAAhCgAAK0qAAAwLQAAsC8A
APgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA8wAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAA
AAAAAAAAAAAA+AAAAAAAAAAAAAAAAOgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAA
AAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAOMAAAAAAAAAAAAAAAD4
AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAA
AAAAAAAAAPgAAAAAAAAAAAAAAADeAAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAA
AAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
BAIAZ2TFBmsAAAQCAGdkAy/QAAAKAAAPhNACFKR4AF6E0AJnZAMv0AAABAEAZ2QDL9AAAAYAABSk
eABnZAMv0AAAGQAGAACSVwAA/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAABAQAAQEBsC8AAO8xAABCNAAAajQAAFo2AAA+NwAAczgAAEk6AADEOwAAHj4AAMY/AAC3QgAA
3EIAAPNEAACzSAAAX0sAAK5NAACcTwAAb1IAAIBSAADGVAAAt1UAALhWAAC5VgAAulYAAJFXAACS
VwAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgA
AAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAA
AAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAADzAAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAA
APgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAA
AAAAAAAAAAAA8wAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA+AAAAAAAAAAA
AAAAAPgAAAAAAAAAAAAAAAD4AAAAAAAAAAAAAAAA5AAAAAAAAAAAAAAAAPgAAAAAAAAAAAAAAAAA
AAAAAAAAAAAADwAAFKR4ACRkBAEAAU7GCAAAAP8EAQEAZ2QDL9AAAAQCAGdkdT70AAAGAAAUpHgA
Z2QDL9AAABohSQAATUkAAGxJAAD7SQAA/EkAAE9KAABuSgAAm0wAALpMAACyTQAA0U0AAP9NAAAe
TgAATk8AAE9PAACTUQAAlFEAAAhTAAAnUwAAolMAAMFTAAA+VAAAXFQAAD9VAABeVQAAkVcAAJJX
AAD8+Pz4/Pj8+Pz4/Pj8+Pz4/Pj8+Pz4/Pj89AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYWaPReXQAABhZodT70AAAG
FmgDL9AAGioAJlABADGQaAE6cOVQcwAfsNAvILDgPSGwCAcisAgHI5CgBSSQoAUlsAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAFAAPABIAAQCcAA8AAwAAAAAAAAAAAEgAAEDx/wIASAAMAAAAdT70AAAABgBOAG8AcgBt
AGEAbAAAAAIAAAAgAENKFgBPSgIAUUoCAF9IAQRhShgAbUgJBHNICQR0SAkEWgABQAEAAgBaAAwA
AAADL9AAAAAJAEgAZQBhAGQAaQBuAGcAIAAxAAAAEAABAAYkAROk8AAUpDwAQCYAHgA1CIFDSiAA
S0ggAE9KAgBRSgIAXAiBXkoCAGFKIABcAAJAAQACAFwADAAAAAMv0AAAAAkASABlAGEAZABpAG4A
ZwAgADIAAAAQAAIABiQBE6TwABSkPABAJgEgADUIgTYIgUNKHABPSgIAUUoCAFwIgV0IgV5KAgBh
ShwAAAAAAAAAAAAAAAAAAABEAEEA8v+hAEQADAEAAAAAAAAAABYARABlAGYAYQB1AGwAdAAgAFAA
YQByAGEAZwByAGEAcABoACAARgBvAG4AdAAAAAAAUgBpAPP/swBSAAwBAAAAAAAAAAAMAFQAYQBi
AGwAZQAgAE4AbwByAG0AYQBsAAAAHAAX9gMAADTWBgABCgNsADTWBgABBQMAAGH2AwAAAgALAAAA
KABrAPT/wQAoAAABAAAAAAAAAAAHAE4AbwAgAEwAaQBzAHQAAAACAAAAAAAAAAAAAACSTwAABAAA
YgAAAAD/////AAAAACMAAAAkAAAATgAAAE8AAABcAAAAXQAAADQBAAA1AQAA2QIAAHoFAADvBgAA
RgkAAFcJAAALCwAAaA4AAMsQAABUFAAASRgAAM0bAADgGwAA3R4AAIQgAACtIgAAMCUAALAnAADv
KQAAQiwAAGosAABaLgAAPi8AAHMwAABJMgAAxDMAAB42AADGNwAAtzoAANw6AADzPAAAs0AAAF9D
AACuRQAAnEcAAG9KAACASgAAxkwAALdNAAC4TgAAuU4AALpOAACRTwAAlE8AAJgAAAAAMAAAAAAA
AACAAAAAgAAAAAAAAAAAAAGYAAAAADAAAAAAAAAAgAAAAIAAAAB4AAAAAAABCAAAAAEwAAAAAAAA
AIAAAACAAAAAAAAAAAAAAZgAAAAAMAAAAAAAAACAJAAAAAAAAAAAAAAAAAGYAAAAADAAAAAAAAAA
gCQAAAAAAAAAAAAAAAABmAAAAAAwAAAAAAAAAIAkAAAAAAAAeAAAAAAAAZgAAAAAMAAAAAAAAACA
JAAAAAAAAHgAAAAAAAGYAAAAADAAAAAAAAAAgCQAAAAAAAB4AAAAAAABmAAAAAAwAAAAAAAAAIAk
AAAAAAAAAAAAAAAAAZgAAAAAMAAAAAAAAACAJAAAAAAAAAAAAAAAAAGYAAAAADAAAAAAAAAAgCQA
AAAAAAAAAAAAAAABmAAAAAAwAAAAAAAAAIAkAAAAAAAAIAAAAACAARgAAAACMAAAAAAAAACAJAAA
AAAAABAAAAAAAAGYAAAAADAAAAAAAAAAgEYJAAAAAAAAAAAAAAABmAAAAAAwAAAAAAAAAIAAAACA
AAAAAAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAAgAAAAAAACYAAAAADAAAAAAAAAAgAAAAIAA
AAAIAAAAAAABmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAA
AAAAAAAAAAAYAAAAAjAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAA
eAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAHgAAAAAAACYAAAAADAAAAAAAAAAgAAAAIAAAAAY
AAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAACAA
AAAAAAGYAAAAADAAAAAAAAAAgAAAAIAAAAAgAAAAAIAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAA
AAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAHgAAAAAAACYAAAAADAAAAAAAAAAgAAAAIAAAAB4AAAA
AAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAHgAAAAA
AACYAAAAADAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAEAAAAAAA
AJgAAAAAMAAAAAAAAACAAAAAgAAAACAAAAAAgACYAAAAADAAAAAAAAAAgAAAAIAAAAAAAAAAAAAA
mAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAABgAAAACMAAAAAAAAACAAAAAgAAAAHgAAAAAAACY
AAAAADAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAJgA
AAAAMAAAAAAAAACAAAAAgAAAAHgAAAAAAACYAAAAADAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAA
AAAwAAAAAAAAAIAAAACAAAAAEAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAEAAAAAAAAAYAAAA
AjAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAJgAAAAA
MAAAAAAAAACAAAAAgAAAAHgAAAAAAACYAAAAADAAAAAAAAAAgAAAAIAAAAB4AAAAAAAAmAAAAAAw
AAAAAAAAAIAAAACAAAAAeAAAAAAAAJgAAAAAMAAAAAAAAACAAAAAgAAAAHgAAAAAAACYAAAAADAA
AAAAAAAAgAAAAIAAAAAAAAAAAAAAmAAAAAAwAAAAAAAAAIAAAACAAAAAeAAAAAAAAAAGAAAhSQAA
klcAACwAAAAwAAAAAAYAALAvAACSVwAALQAAAC8AAAAABgAAklcAAC4AAAD//xcAAAAGAGjo4wAA
AAEANBAdAAYAaejjAAAAAQC0Dx0ABgBq6OMAAQABAEz3HAAGAGvo4wAAAAEA9A8dAAYAbOjjAAEA
AQAM3h8ABgBt6OMAAAABAEzeHwAGAG7o4wABAAEABAodAAYAb+jjAAAAAQBECh0ABgBw6OMAAQAB
AIQKHQAGAHHo4wAAAAEAxAodAAYAcujjAAEAAQCkBh0ABgBz6OMAAAABAOQGHQAGAHTo4wABAAEA
JAcdAAYAdejjAAAAAQBkBx0ABgB26OMAAQABAGyFIwAGAHfo4wAAAAEArIUjAAYAeOjjAAEAAQDs
hSMABgB56OMAAQABACyGIwAGAHro4wAAAAEAbIYjAAYAe+jjAAEAAQCshiMABgB86OMAAQABAOyG
IwAGAH3o4wABAAEAvNccAAYAfujjAAEAAQD81xwABQIAAAcDAAAHAwAAwQQAAMEEAADJCwAAyQsA
AG0NAABtDQAAuw4AALsOAADGDgAAxg4AAOM5AADjOQAATkYAAE5GAABYRgAAuk4AALpOAADBTgAA
yU4AANJOAACUTwAAAAAAAAEAAQAAAAIAAgAAAAIAAwAAAAIABAAAAAIABQAAAAIABgAAAAIABwAA
AAIACAAAAAIACQAAAAIACgAAAAIACwAAAAIADAAAAAIADQAAAAIADgAAAAIAEAAAAAIADwAAAAIA
EQAAAAIAFQAAAAIAEgAAAAIAEwAAAAIAFAAAAAIAFgAAAAIAFAIAABADAAAQAwAAygQAAMoEAADS
CwAA0gsAAHYNAAB2DQAAwQ4AAMEOAADTDgAA0w4AAOw5AADsOQAAVkYAAF5GAABeRgAAwE4AAMhO
AADRTgAA2E4AANhOAACUTwAAAAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAA
AAoAAAALAAAADAAAAA0AAAAOAAAAEAABAA8AAAARAAAAEwABABQAAQAVAAEAEgAAABYAAAAFAAAA
OQAAABcAAAAqgHVybjpzY2hlbWFzLW1pY3Jvc29mdC1jb206b2ZmaWNlOnNtYXJ0dGFncwWAcGxh
Y2UAgD0AAAABAAAAKoB1cm46c2NoZW1hcy1taWNyb3NvZnQtY29tOm9mZmljZTpzbWFydHRhZ3MJ
gFBsYWNlVHlwZQCAPQAAAAQAAAAqgHVybjpzY2hlbWFzLW1pY3Jvc29mdC1jb206b2ZmaWNlOnNt
YXJ0dGFncwmAUGxhY2VOYW1lAIA4AAAAFQAAACqAdXJuOnNjaGVtYXMtbWljcm9zb2Z0LWNvbTpv
ZmZpY2U6c21hcnR0YWdzBIBDaXR5AIA5AAAADQAAACqAdXJuOnNjaGVtYXMtbWljcm9zb2Z0LWNv
bTpvZmZpY2U6c21hcnR0YWdzBYBTdGF0ZQCADAAAAQEAAAAAAAAAFwAAAAAAFwAAAAAAFQAAAAAA
FwAAAAAAFQAAAAAAFwAAAAAAFQAAAAAAFwAAAAAAFQAAAAAAFwAAAAAADQAAAAAAFwAAAAAAFQAA
AAAAFwAAAAAAFQAAAAAAFwAAAAAAFQAAAAAADQAAAAAAFwAAAAAABAAAAAAABAAAAAAABAAAAAAA
AQAAAAAAAAAAAFQAAABbAAAAwAEAAMgBAADxAQAA9QEAAHUCAAB9AgAAPAoAAEEKAAB8CgAAgQoA
AAsLAAASCwAAaA4AAG0OAADpDwAA7g8AANgQAADdEAAAbBMAAHETAACJHQAAjh0AAHseAACFHgAA
kCcAAJcnAADkLwAA8C8AAJtKAACkSgAA6E4AAO9OAAAzTwAAOU8AAJRPAAAHABwABwAcAAcAHAAH
ABwABwAcAAcAHAAHABwABwAcAAcAHAAHABwABwAcAAcAHAAHABwABwAEAAcAHAAHABwABwAcAAcA
HAAHAAAAAADaAAAA5QAAAOYAAAAzAQAA8QEAAPUBAAD8IAAADyEAAIojAACSIwAAczAAAHUwAACN
MwAAmTMAAJc4AAC/OAAA3T4AAOE+AADBQgAA0kIAAJRPAAAHADMABwAzAAcAMwAHADMABwAzAAcA
MwAHADMABwAzAAcAMwAHADMABwAAAAAAFxQAABcUAABSIgAAUyIAAJMnAACTJwAA9zcAAPg3AAD9
NwAA/jcAAGA4AABgOAAAqjgAAKo4AADROAAA0jgAAPY4AAD2OAAAfToAAH06AACiOgAAojoAACk7
AAApOwAAnTsAAJ07AAAOPAAADjwAAKg8AACoPAAA0DwAANA8AACSPQAAkj0AAFo+AABaPgAAzj4A
AM8+AADzPgAA8z4AAEI/AABCPwAABkAAAAZAAAArQAAAK0AAALNAAACzQAAAIUEAACFBAABsQQAA
bEEAAPtBAAD8QQAAbkIAAG5CAAC6RAAAukQAANFFAADRRQAAHkYAAB5GAABORwAAT0cAAJNJAACU
SQAAgEoAAIBKAAAnSwAAJ0sAAMFLAADBSwAAW0wAAFxMAADGTAAAxkwAAF5NAABeTQAAkU8AAJRP
AAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAE
AAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQA
AwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMABAADAAcAAAAAAJAnAACX
JwAAlE8AAAcABAAHAP//BAAAAA8ATQBhAHIAdABoAGEAIABBACAASABvAGwAbQBlAHMAAAANAFIA
bwBiAGUAcgB0ACAASABvAGwAbQBlAHMAAAAHAAAABAAAAAgAAADlAAAAAAAAAAYAAADPIkUA9F5d
AMUGawDlUHMAy0KdAAMv0AB1PvQA/0ABgAEAkycAAJMnAACw6o8ALgAuAJMnAAAAAAAAkycAAAAA
AAACEAAAAAAAAACSTwAAQAAAEABAAAD//wEAAAAHAFUAbgBrAG4AbwB3AG4A//8BAAgAAAAAAAAA
AAAAAP//AQAAAAAA//8AAAIA//8AAAAA//8AAAIA//8AAAAAAwAAAEcWkAEAAAICBgMFBAUCAwSH
egAgAAAAgAgAAAAAAAAA/wEAAAAAAABUAGkAbQBlAHMAIABOAGUAdwAgAFIAbwBtAGEAbgAAADUW
kAECAAUFAQIBBwYCBQcAAAAAAAAAEAAAAAAAAAAAAAAAgAAAAABTAHkAbQBiAG8AbAAAADMmkAEA
AAILBgQCAgICAgSHegAgAAAAgAgAAAAAAAAA/wEAAAAAAABBAHIAaQBhAGwAAAAiAAQAcQiIGADw
0AIAAGgBAAAAALdtdwbRbXcGAAAAAAMAEAAAAOALAACyQwAAAQAoAAAABAADEJAAAADgCwAAskMA
AAEAKAAAAJAAAAAAAAAA0QIA8BAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAegBXgAtACC
gjI0AAAAAAAAAAAAAAAAAABqTwAAak8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAM4NRAPAQAAgAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAEgAAAAAACnw/w8BAAE/AADkBAAA////f////3////9/////f///
/3////9/////f8tCnQD//xIAAAAAAAAAIgBIAGEAcgB2AGEAcgBkACAAQgB1AHMAaQBuAGUAcwBz
ACAAUgBlAHYAaQBlAHcAIAATICAATQBhAHkAIAAyADAAMAAzAAAAAAAAAA8ATQBhAHIAdABoAGEA
IABBACAASABvAGwAbQBlAHMADQBSAG8AYgBlAHIAdAAgAEgAbwBsAG0AZQBzAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7/AAAF
AQIAAAAAAAAAAAAAAAAAAAAAAAEAAADghZ/y+U9oEKuRCAArJ7PZMAAAAJgBAAARAAAAAQAAAJAA
AAACAAAAmAAAAAMAAADEAAAABAAAANAAAAAFAAAA6AAAAAYAAAD0AAAABwAAAAABAAAIAAAAFAEA
AAkAAAAsAQAAEgAAADgBAAAKAAAAVAEAAAwAAABgAQAADQAAAGwBAAAOAAAAeAEAAA8AAACAAQAA
EAAAAIgBAAATAAAAkAEAAAIAAADkBAAAHgAAACMAAABIYXJ2YXJkIEJ1c2luZXNzIFJldmlldyCW
IE1heSAyMDAzAHIeAAAAAQAAAABhcnYeAAAAEAAAAE1hcnRoYSBBIEhvbG1lcwAeAAAAAQAAAABh
cnQeAAAAAQAAAABhcnQeAAAACwAAAE5vcm1hbC5kb3QAbB4AAAAOAAAAUm9iZXJ0IEhvbG1lcwBz
AB4AAAACAAAAMwBiZR4AAAAUAAAATWljcm9zb2Z0IFdvcmQgMTAuMABAAAAAAGA0PAIAAABAAAAA
AGpUFMRJwwFAAAAAAG4cJ8dJwwEDAAAAAQAAAAMAAADgCwAAAwAAALJDAAADAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+/wAABQECAAAAAAAA
AAAAAAAAAAAAAAABAAAAAtXN1ZwuGxCTlwgAKyz5rjAAAAAgAQAADAAAAAEAAABoAAAADwAAAHAA
AAAFAAAAkAAAAAYAAACYAAAAEQAAAKAAAAAXAAAAqAAAAAsAAACwAAAAEAAAALgAAAATAAAAwAAA
ABYAAADIAAAADQAAANAAAAAMAAAA/wAAAAIAAADkBAAAHgAAABYAAABIb2xtZXMgQWNvc3RhIExp
bWl0ZWQAcwADAAAAkAAAAAMAAAAoAAAAAwAAAGpPAAADAAAAexAKAAsAAAAAAAAACwAAAAAAAAAL
AAAAAAAAAAsAAAAAAAAAHhAAAAEAAAAjAAAASGFydmFyZCBCdXNpbmVzcyBSZXZpZXcgliBNYXkg
MjAwMwAMEAAAAgAAAB4AAAAGAAAAVGl0bGUAAwAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAIAAAADAAAABAAAAAUAAAAG
AAAABwAAAAgAAAAJAAAACgAAAAsAAAAMAAAADQAAAA4AAAAPAAAAEAAAABEAAAASAAAAEwAAABQA
AAAVAAAAFgAAABcAAAAYAAAAGQAAABoAAAAbAAAAHAAAAB0AAAAeAAAAHwAAACAAAAAhAAAAIgAA
ACMAAAAkAAAAJQAAACYAAAAnAAAAKAAAACkAAAAqAAAAKwAAACwAAAAtAAAALgAAAC8AAAAwAAAA
MQAAAP7///8zAAAANAAAADUAAAA2AAAANwAAADgAAAA5AAAAOgAAADsAAAA8AAAA/v///z4AAAA/
AAAAQAAAAEEAAABCAAAAQwAAAEQAAAD+////RgAAAEcAAABIAAAASQAAAEoAAABLAAAATAAAAP7/
///9////TwAAAP7////+/////v//////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////9SAG8AbwB0ACAARQBuAHQAcgB5AAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFgAFAf//////////AwAA
AAYJAgAAAAAAwAAAAAAAAEYAAAAAAAAAAAAAAACQ9ew0x0nDAVEAAACAAAAAAAAAADEAVABhAGIA
bABlAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAO
AAIB/////wUAAAD/////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMgAAAGMV
AAAAAAAAVwBvAHIAZABEAG8AYwB1AG0AZQBuAHQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAABoAAgEBAAAA//////////8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAALGIAAAAAAAAFAFMAdQBtAG0AYQByAHkASQBuAGYAbwByAG0AYQB0AGkAbwBu
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAACAQIAAAAEAAAA/////wAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAD0AAAAAEAAAAAAAAAUARABvAGMAdQBtAGUAbgB0AFMAdQBt
AG0AYQByAHkASQBuAGYAbwByAG0AYQB0AGkAbwBuAAAAAAAAAAAAAAA4AAIB////////////////
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAARQAAAAAQAAAAAAAAAQBDAG8AbQBw
AE8AYgBqAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABIA
AgD///////////////8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAagAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAP///////////////wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////////////////AAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAP7/////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////8BAP7/AwoAAP////8GCQIAAAAAAMAAAAAA
AABGGAAAAE1pY3Jvc29mdCBXb3JkIERvY3VtZW50AAoAAABNU1dvcmREb2MAEAAAAFdvcmQuRG9j
dW1lbnQuOAD0ObJxAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFIAbwBvAHQAIABFAG4AdAByAHkAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAWAAUB//////////8DAAAABgkC
AAAAAADAAAAAAAAARgAAAAAAAAAAAAAAAIAe0IPHScMBVwAAAMADAAAAAAAAMQBUAGEAYgBsAGUA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4AAgH/
////BQAAAP////8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAyAAAAYxUAAAAA
AABXAG8AcgBkAEQAbwBjAHUAbQBlAG4AdAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAGgACAQEAAAD//////////wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAsYgAAAAAAAAUAUwB1AG0AbQBhAHIAeQBJAG4AZgBvAHIAbQBhAHQAaQBvAG4AAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAoAAIBAgAAAAQAAAD/////AAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAPQAAAAAQAAAAAAAAAQAAAAIAAAADAAAABAAAAAUAAAAGAAAABwAA
AAgAAAAJAAAACgAAAAsAAAAMAAAADQAAAA4AAAAPAAAAEAAAABEAAAASAAAAEwAAABQAAAAVAAAA
FgAAABcAAAAYAAAAGQAAABoAAAAbAAAAHAAAAB0AAAAeAAAAHwAAACAAAAAhAAAAIgAAACMAAAAk
AAAAJQAAACYAAAAnAAAAKAAAACkAAAAqAAAAKwAAACwAAAAtAAAALgAAAC8AAAAwAAAAMQAAAP7/
//8zAAAANAAAADUAAAA2AAAANwAAADgAAAA5AAAAOgAAADsAAAA8AAAA/v///z4AAAA/AAAAQAAA
AEEAAABCAAAAQwAAAEQAAAD+////////////////////////////////////////////////////
/////////////////////1YAAAD9/////v////7////+////VQAAAP//////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////8BAAAA/v///wMAAAAEAAAABQAAAAYAAAAHAAAA
CAAAAAkAAAAKAAAACwAAAAwAAAANAAAADgAAAP7/////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////wAAAACAAAABAEAAAMAAAAMAQAABAAAAEQBAAAF
AAAAfAEAAAQAAAACAAAAFAAAAF8AQQBkAEgAbwBjAFIAZQB2AGkAZQB3AEMAeQBjAGwAZQBJAEQA
AAADAAAADgAAAF8ARQBtAGEAaQBsAFMAdQBiAGoAZQBjAHQAAAAEAAAADQAAAF8AQQB1AHQAaABv
AHIARQBtAGEAaQBsAAAAAAAFAAAAGAAAAF8AQQB1AHQAaABvAHIARQBtAGEAaQBsAEQAaQBzAHAA
bABhAHkATgBhAG0AZQAAAAIAAACwBAAAEwAAAAkIAAADAAAAyqkhzx8AAAAXAAAARABhAHQAYQAt
AG0AaQBuAGkAbgBnACAAaQBuACAAYwBhAHMAaQBuAG8AcwAAAAAAHwAAABgAAAByAG8AYgBlAHIA
dABAAGgAbwBsAG0AZQBzAGEAYwBvAHMAdABhAC4AYwBvAG0AAAAfAAAADgAAAFIAbwBiAGUAcgB0
ACAASABvAGwAbQBlAHMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABQBEAG8AYwB1AG0AZQBuAHQAUwB1AG0AbQBhAHIA
eQBJAG4AZgBvAHIAbQBhAHQAaQBvAG4AAAAAAAAAAAAAADgAAgH///////////////8AAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAABAMAAAAAAAABAEMAbwBtAHAATwBiAGoA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEgACAP//////
/////////wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABqAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAA////////////////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///////////////8AAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAP7/AwoAAP////8GCQIAAAAAAMAAAAAAAABGGAAA
AE1pY3Jvc29mdCBXb3JkIERvY3VtZW50AAoAAABNU1dvcmREb2MAEAAAAFdvcmQuRG9jdW1lbnQu
OAD0ObJxAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7/AAAFAQIAAAAAAAAAAAAA
AAAAAAAAAAIAAAAC1c3VnC4bEJOXCAArLPmuRAAAAAXVzdWcLhsQk5cIACss+a5kAQAAIAEAAAwA
AAABAAAAaAAAAA8AAABwAAAABQAAAJAAAAAGAAAAmAAAABEAAACgAAAAFwAAAKgAAAALAAAAsAAA
ABAAAAC4AAAAEwAAAMAAAAAWAAAAyAAAAA0AAADQAAAADAAAAP8AAAACAAAA5AQAAB4AAAAWAAAA
SG9sbWVzIEFjb3N0YSBMaW1pdGVkAHMAAwAAAJAAAAADAAAAKAAAAAMAAABqTwAAAwAAAHsQCgAL
AAAAAAAAAAsAAAAAAAAACwAAAAAAAAALAAAAAAAAAB4QAAABAAAAIwAAAEhhcnZhcmQgQnVzaW5l
c3MgUmV2aWV3IJYgTWF5IDIwMDMADBAAAAIAAAAeAAAABgAAAFRpdGxlAAMAAAABAAAAAAAAoAEA
AAcAAAAAAAAAQAAAAAEAAAD0AAAAAAAAgA==

------=_NextPart_000_0001_01C34995.3D95AD40--