[XviD-devel] GMC

Radek 'sysKin' Czyz xvid-devel@xvid.org
Mon, 11 Nov 2002 21:10:36 +1030


------------F61C0321FADB56B
Content-Type: text/plain; charset=us-ascii
Content-Transfer-Encoding: 7bit

Hi everyone,

Not much happening here these days, I see.
I decided to send you my GME code, which has been here on my HD for a
longer time. It's not very effective, but better then cvs's (and
slower, too).
However, the more important thing about it is that it's not
ffdshow/divx5 compatible. This is not my fault, XviD doesn't decode
divx5's GMC correctly either. The error is quite subtle, and can only
be seen in a longer (10 seconds would be good) scene with clean
camera panning.
Colors get wrong. Very slowly, but after 10 seconds it's quite
visible.

As for GMC itself, it's only useful for low bitrates... Sure it does
improve filesize a little bit (no more then 0.5%...), but at the
(small) cost of PSNR... Well try it yourself. This is how to do that:

max_bframes >=0; . Sorry about qpel... if you try with -1, it just
won't work and will increase filesize. (oh well, check it youself if
you want to, too).
I also had some problems with chroma ME - it should work but I think
it doesn't.
Yes it's slow.
It works with b-frames.

Have fun,
Radek
------------F61C0321FADB56B
Content-Type: application/x-zip-compressed; name="gmc.zip"
Content-Transfer-Encoding: base64
Content-Disposition: attachment; filename="gmc.zip"

UEsDBBQAAgAIALW4Zy3NRHe8BSwAAPfdAAAJAAAAZW5jb2Rlci5j7D37c9s20j8rM/kfUPeSSras
l+O0tWLPJzuyo4kfqh9pc72MhhJBixOKVElKtq6X//3bXYBvkJIT69Lc1NPGEh6LBfaB3cUCrm8+
5s/TJ4z+Z+y3d73X7KzfPdl+weBj94IdXbzuHonKbca69sjRucsmmmmziaPPLA7lUf/rsemxqevc
utqEwUfNZuZkavEJt33NNx2bOQbT2FRzffzk2Jw5AM1xuRxVgHln6txhvuNYAMJj3pSPTMPkOoNR
e1cX9V73iDVfvPj55XaLeb5m65qr13B0x+PQxue2btq3ApbvsBmU+oiZ5xj+nQaDSdQB3Bi6UhHg
EVbDDPTZyIfBXS6gaPrc9AABf6z5zIQahDnRFgDCcGEszvi96fnwCSYH40MLADhypgvXvB37XhWW
Qpeg7AXzZqMxgbhzZpbOhpwBWCrEpVn8AL3vbOaa3keaFmJn3pq2ZgkQOp9zy5kCIWARlTOD0RiU
18ccsZhMYVBCAQYZevyPGWAoQHHd9B3Xozp/zM2guckB5zvTsmCF5pzZDrNMbWhapr9gBkwNkZeD
C0AhBkRQHeg1IorTQgDPmHP4OucejuJyx6jlc43hch7Ca7OFM2Mj4CQXcPV81xzOfCCdjyjXg8EW
AhKUzmxkUBiE+dydeAJJzk7Ob9gJt7mrWaw/G1rmiJ2aI27DNIDDpljijYHAQwkJ+xwjHlfBvI4d
AE1TajNu4izYnLseMnUrGEWCrMKcBZgy0BXwB0JNsWeFqG8Bh4SdC9Yhmi5xPg4wBqoHTCjIA7wD
tDBmVlUAgebs1971m4uba9Y5f89+7Vxeds6v37ehuT92oBaYRwBD0USpgum5mg2EdQwB46x7efQG
OnUOe6e96/dIwePe9Xn36oodX1yyDut3Lq97RzennUvWv7nsX1x1gU+vOKImBaZgvY1A5HXua6bl
xVbgPZDaG5NMENu5fMSBaXTQGShLy4kpRcxyQBBxvkI65Jq2mWkAJ/vA2K4JPASqIUNmASCidZX1
7FGtynZ/ZtccVRnrW9oIKHw1QxA7O40qO3Q8H1uedRhrtJrN5nZzp/Eju7nqBDN7xJ/60ydPn9Qf
Xf8zMfE3wHKOu4go0mzUGj/WWo1GC5WgDqQ4PL7snHWvBrAvwP+HNyegU6ZTx5UKJf5zZtpHY2C2
VyP4d9JoNP+v+XKnBgrmQLRtAfCXAvjQAAJxVJ6jsahs/FRr7IpKw7wHfTAhxTyE3QSlQQwNws/b
mYGXjdt8UWu8EKDFnI5x8COAdViuRHP/R0/fY1xsebVRdc6atR8B3VrzJcO+9WazDmRuNvZaP+01
d2EZ7rk90F3HYt37KfvHuoj/9Mn3pj2yZjpnrzxft8xhbXyQKjSdVNlE88eZZrhzUWGseCOY8Hgj
XjpF7TtCiahPhtGXVKtbyxlqVqpw5oOQ131zkgFqTrRbXqd/lTWGY/upiolDOHiarq4Qv1J1Q9ix
fZdrk/poOFViNxkaM5tm5OX2DT/ltpgMYeloTRVDuKD1RzAh4A9lPZ9MvIdC/mMGeruu6drUH9Bn
ZT39OwAOcM179ez5ZKBZ5q1Yt7Wol1NnBMp6oo1cx1uHUHyvc8MEc7J7fjQ4etM9elv+rQLqvvwd
/K7APuLPXJvM20H38nIAu9hZ5zrqdfVrp1/uVA8rqD3+ZHPH1AFnfzJl+6zThg1vnx222SH8grI2
+7TWRQo4EbWd7/iLKV/LinlokY/QXI7UX68cWPibbAofwaYo4Q9jhwErQs3Qi8pn0H+nNfCxA7ap
tPNg978YdlQzBNcA7YgRH6C576Zq5o41GHMNxkqgQ2SNqfo8fBjtcL3z4wuoon0pVpeHbM5KrI1L
wDzR1swWr3/xteHvLz4A2/8J89xuVtl2q8rgV+vpk09pQpui+W7QHJqBbXR+MUBT8qQLnapsJ+i3
loUJ6DkC8qAAhTs5GdahWFE1J+c06GHa6EaiWYd+hWXBClMLsK9tMEE9TxM2EaN9CWxswwDrnZVd
Dr85dRzNXPhEXok0ZrwKfTFt0zdBu/6bC6Mb+TXw5O7nwJFyw0XXDxxlHwFro5Hjor4PbFShuUC3
geXdOQMgUzDkoYNGHWqxmXKG0JjHOTg/0Bv8A/A0wOlAkxidA1gKKhhqnjmqkitvLRhsAWD3BXOX
i0f4jywO7iB0RrjRSJekUsF2mmvWDNZqL7DCtiM1e/GWiRJwH7nrgp+paHTWPbu4fA8lOE8wZkYw
EDoAYKiHpJDoValNQMisvRn9ENLkazKQVvDlZ+BvDLmBbgd46uio14r6T/u4ttsHY1gBDBQgL3gO
rKqPa3p+c3paW5d5Z6JrLnliIHi1nCL/psQPbFWUtFCPoRoD8SqROJKclVIT2SfcRVW0VUpo6uLt
gztTB0/qgDXY8+csWfhqnzV/bjWwq6LjmGPwI91TlmLX1k/prt+lRn3GWpXcJhJS0AZa1TfZ8dRj
YiVL4O6FbWGfH7k4aIP95z8hLgZIAafSCimtUrI5oNhOlFLzfdbaxeJPckj4B0hyRe60sSCm26D+
dWq/gXuI5FhsWAaVInVKlXnQjoOrauvOnUeeFLjkGF4S7ut4BurGnk2GoBUq1F3ODJBIoIr43I1N
IHHZhAVvyulkV+AZg777SYqIaQU1smtqKer7xFKl9GJE5UqcSiW0eU17xunbJ0JqeztavgSGBPGA
vdzd3dmVaBiWo/lMN+cAvUxfKim866K9YIAMqcogDJX0EHUEWGmrCJ5uLyYftg9ojnYAWvSBiqIg
l6HNLF/Jfe5oMJQdiNniI8fq9tnPDfxpqwCAKiAuGujc0hYDA745rhKcuiUw80slYA32A+0WVOJg
yl3T0ZUwM40AXA6iYntUT1RUxfrCUp5p97TTTMCtJ18F9ko3sYwhdGgyCJtIuQVxzqk/YDvNSgKF
ZL0Q78wY2n3xGIl6xRiJ+n2oz65SagymxK8QqrJHuKRN9pEvREgFeGEMyw17F0iiruROhA3thS0N
+3mWdJkWSMFwH4rEJCFmcgeCTQnlKtylKmT2gD+KklP2AG/HCGorVXbUATU/OO2dd0ngCE8CIfYu
QivtzwkbIpz9P7krzKZgzKvQBpCzB3sC9nICTGZqCovYboIxVmiNChjDjwFELw0RQcE6DWkBamLz
2k/ulu1MM7mB7af2xrYC4mQ4CICWVWNtsSaozLqQ8WzfcKSyEoNE70x/rt9yPRy++VJ6TArktlgL
DfHXJ93BVe+f3XYOqBAbNawQqTSwDLhAy6f5Lt1MKvf09pRdKSFLA/S6of2b1sudwS83nfPreGPv
CryemnE277t8fmXeTjRout1M8gzpcxnviSx1L8kukd7PbgbxEU3yWs9nE2jZiKZnguZ8yxe9SCjz
5DXEzQcjHyzY0LAWOkJa/wncAodmXyWuoYecFVjRO/SMHto/JvIxHITsk+WWBh9TC7cOTI1GA29j
ICbVzJ36ZFg0b+QJj+0jWAX+Z52jy4vD04ujt5V8YdiUwYEc/l62cv99DFRrL7HIJUCiPpcKrVwq
CI86QYjvTQNsKSZOFwb9q/NLRAzbDeyZZZWfSzG8kIeiiPr3eOZriClkWhpgERljsZ2oK+dFleN5
sDiZ+nCRqCoHSGytiprNSY7fFNa+K641ikG/W1JtiHmq1x8YQ/QUPilSOkOJKsvdOChSxvI3gwpY
QY1c/tlJkbgAGUGytWKyfPz5Vx5/vF4ElqCQlIqvtxRpwft6mEgJ+9oIvPvqCBhfnQbvvj4GxpqF
M4xRiNOOMINqRMHopLkjjmxjpqMoUDgRYFLKwHbK0JSlUZehMKJdDCTH2saLo8bUGY/Np5kO6arY
CCEiUTwzMl1UKB+EgS2MjtpBtCgJjcyluLGVD2+TpU1Z8GyD46BSxq6KYReOFrOZijRtCRNmyjaZ
/szGYEEeUlC9tSXgJYb63f4QX6nPgBmEBLNQH2rcK1aCAMUXQ7kaL4L+6b4xO/nLLeWH2MrqqWQN
4iXzydpjcWChxRgOmNYukX7J9FumZ1bUNMUT+BSGReNY2LMJncEmPdaoDlO/knWGNfPGMRWj7Kbf
7zaGc2ca87hFkz9mfMZTXP75GkFC+xx90DvrnHRX0wRylGV64MUX6IEsc9GgwCKV9pdogmJGDMZY
K//t5vAfDa7gPVGe5TtRjtST5YqokOdrlAySrB4EbJkEGJq/8V5Z7z4NM31SVxZpKBUmj/VyjxQk
TS7h45EIOPVgmw+NYCgeyEBUVRFnCjl12QGCqmH6VCA5AAX7M91EzG4TjwAa8ZAxxuQyjRNh72pO
nDx2mgQTH1CqWVnydzpUfPG2nTi2+5UzueJ42p8+lcZc5apIIp1oH0X2sjhgt5BFuRudybEMf+49
SA2FsmgKWTSLZdGMySLJoc49IPEiKYLmCiKI2SsFUhid29H8MDk7rr6ixc8swIu99U8/Zxs20xZF
7BQyf82i3ivvnyssXrSJxNYuPhTYC6s0DBT2p5L4ndOygCA7e4XBtdRqrBzVWb4GmehcaqjVYjYr
rHU+9PlaoY8fAXzeAA+LpnzuNB4aK/nccVaMhHwZ+HdrBm+seXXerRu+8RjsmtEvLdAvGbUUP0cg
xNINkkcJOaCbBaCLoSpqK0tzo3IPmD+tOXeR6DUbFaQvSoqSJQKTNzGjLXMoLYxyvM6E1+1cPjed
mUi+82aUfGTMLJZMMmMjMIDy8/vKuDnbzh1zMF0Qb+65iRaVB2QArj1tLuD6ZIavTJcLsuNKyZy1
iC+UkTMcZd2W3KNYc49jzP3P220r7MYrWW0rGG0l6ZwUWmzx3LIOeCI0D6/KFCnG3B+xWq0WZvL8
bTT8bTR8M0bD3w5AweJ8beesvpmf4PZguy5mna1k9RWbcHlGnDK+I7cweTtlMDBtC695UUDNtEci
bjewZxO1hZATxlMGBdulep0Zpuv5MpcKbLV/c9fJDSJupQEFyWgFSD99IoKUxArpe0vR5RA6eMFi
Ml4CcycZbhaBzoP9/E0ad14yR173L3vn18dl+VtwZXXjuHPdOd1jv9x0b7rsGLbqDbHJCUpEsbic
7mCwyb5DY49hmHb/mckwLIu/GSMssxWINvzekEytOmoIRCF5yJDoEMWGg8ZRVDhZguNVgoMEoIkb
jyvGwt90FSd+yCtMtTTwjOUmJJSpsjHzj4CDTkTfaM+VX/FCrx77PnIsMLindF09KLuV1+afC64B
wnQvTztHvfOTSiVJRM93phg3nifjqek12trKibAnuY4Kt/BewrMC81AKgVJuoZgLGiD3e9EpI/D7
0cytxs5hp5cc9qrgPh52GWDMWQgEHfJAh+0DGOOjJ1P+sWVFFAsxfRb1a0ddgiRqnJ6yWz02XGk7
3ghwUjVi7cDyr9ffdDvv3sub7Rc31/2ba6DHxJlzdofX2cO5483QOZe3uwDkELxX4ZeCLT51YUij
7PmgItzqxq/41ME7Z7oHovVMB08M/vmXLcVo+RyqK0xBiH964AS19ti7iz571tQBCwKw/8yydDRu
B7GveCcNhFwP8RNYiavPlJNbZTFE4UuEUTWG0APxETSFceEL8YT4iLf7tqGSvuFnrIMvlRXQEyCD
rwQ0xDaso69UJ2QLN9pPQf7GmuIMvf6h3KeCoAFsce6CTR1yoB/7cp+4aC0v94lUT3yBZuH5fAJr
is9G0Ks6QeVYw7c+7lwneL5H/QMO50Tz1x5GEL8D7aS8L8xY3vabrb+67lxfYf0l92aWL/dnvDfc
fAl66r7KFsi50Q3jIeXUhBeL8TmAavDkRRDIwO1nAGQy9fA6i9KKFPeopp5N17JGY81lQIPp783W
Tx+SRmA2JhIvEqaFqjCZqyC2TJFMlNxBwvmJU8qhF+1O4YMHVdYQrc3pHLYhywEFlji2k++FbFDS
wAYdycWvx9F9njhW2QzmRLoB7X3PnyfDEWEKwyulYVEJAxmRiZXKYYjdpquLDBNA/Y4Hj9too7Hk
flh9vF0i6R681HPLfbypGnTUmDEjizzKfqeBMBbgOVKgmaWhKSoeixL9xFJpHoYC6bOsqMvoRYGh
Jh57YWWCJwBVvhW7TTEaNheXD0slevMhYelXmdrvKGobRHpUI4UndqXYIwjCZCeufy4EuhkyO7QM
haOv6SgbFXnnUvKyxe1buoQTtjulEkVT0A6uFqUXlEr4wEg5HEjpN4WRqgLzP8EWyO7fEEPEHn8Q
dCgmIoL/ECeWvDKqaEZmMFaqCbg6/fLIRx5HpOxFeDTuFcoJhfoZGyRIrqb4p1SsN6X6oiSpnOSu
grwuMmo35WNbms1gu/EXbKK5H/GFNnFDL3pUh5wexuQvDCnr5vx+l+lcvuqA79L5pniDLszJIFiT
Gag8sKo80/Nlf3pn0Hb8beyss+k2bCNVcadaiyxFbIbOungbj4rRGaf3CgNMTFvHYxZ8c0PiLLTw
tlAToRLG5oFKFftPPL9W+lsnpxeHndNBv3P0tvu6EiZwwGj4sAx9WaaSu2f96/ffkA5WCQRV+LGg
ShRrEdZxO6a+03XinAEYix6AiRETb7XTMU1s0MD9eUPPwQhr43nCAa2ylGJvVJaMLkj1aHpZKdlL
RXtldR6c5wyThpRK4sPkyu8wu1LGgRDMinvl52yUwZiwWZZKq0kPCUMlmf0knb0Hn36oAzBst4rp
aVW28fq33QbrgbO4kTjJUdHsz6UqmUQ9bq83YjA/MW7h86UpyOxhJMCmmWiVKly14mWdZWGq0tcJ
U/2ZFAGFAAjPMzrvzAlnYfRWpOGKN3XEc0+0Hej8jxmU2/zeF96pInlXRlNlnmqcIb07bZq3xMWR
woBTUiPRfvvdfkb1Cn0hhv6SscnYkWN/ipE2kU6rQGmFoF4K1hcFCBXioqRHdKL+AMl5nOV7xHVL
T42cl2j2f4ZGlnjZdIzvNN2Bpyd8Qb0aGV8/mLc2vn5EdhON8AMzLO1WWjlpc4zFTZloC3c82tEi
z3aZtXL1ttf/Jo2VmY+fhcHQuP/RqLKfCjbycGNY3SCIKa8iyzz/bgRUxm0AUGSUmgMGrPT4YWFA
k+HjkOJZlSpmDtSQVWQIAsxOj3MbHz0Tb2MtswtegYUVHg9RSzldgi+4QmU7yWoWS1E/4f4v6hR1
aX8hgxfBSgzdDsLfivvrosMr1ixErZm5nZFqQg+9FEGgd16E/ZlqIaNgKG5eDHO5ybUVPcQzppke
ojhyra6d1w7bY/rC1iYmkJ0CQGA+sCHoAvCfwD2hN00rTImXaJ892KRyFVrDJR3EZZr4+Wp0UquM
SkqNi487K0621To4iKs+0KhLHXUn7ee/hskJ/wkdtoEK0jT28Jfn76E2ZOk7J1tbQVn4OkiVqU6u
44Yr8MyzL/8RIdjT2QTIhFHIieZ9FHFK9uXwmcKJVkuSJNHpzVnvrAMbzflJwqPexPj2QCfxDO8H
lqkm+QTR0iuBuc/phJe+8NGwatRecVVQrTREF9LR5pwHV1roAcayiq9qi9gohSIQn7yiTxKRqro0
3q0V3p0saKReyeImqZQ7yiVcCB9/kc0lDNpDZZhJGLzie3F8fNW9Lt9XFxXgnPsKmFjlRWVTjVRF
jicGvBcD3qsGFG83sfvowk2pFN0pZZvTM3wY+Hk2K+b3ECG2qHwIJgiscHa4faAH24Z8NzVOr2RH
fAfpgzA9hBR/j3/jwJDTDez1VB5iHFxcATy+GjDBMKjjKU2dTASPWzz22OEjaYOEYRJ7DSl4zjFp
ksFuHp3zKMyYA9GNsjaSXV/JhxGVzyuJdyxjyRkRImE+TaoPGQyASn1T7BkTjIHl5U4WbHdL8kEU
Lru6W3CzEowZtN9ltKyFS1aeiL39rKvB5rvwTO9zMS2Mr5FkZMrIgKhEJ2ritCzIfQ/+0IWI5eJB
ls16RK/j4Dgr3DUKfJGeOLX4JrwR4br+NcySFkXCskEw8DgoL+VOnmXSn/uRSXA2w8jZIWZZIF9V
g9NJeuQXTyiHilPJlaYswVYiOU0dPsQz0wtPAAvulqu6ff5hYCzGGYZ2VifrfyPCiSu6fdCPSCxD
QKsfXKq9YuLiZLAigtnLwMzxsJt557np1wAiN1zpNTfbDzqeWcphqdONjnWnLbxYyF8V7BVX2aO0
hoRABVrv/BC8OvF3mkaAuWV+5CCAvcPDDXkcxsjgoeOsiWfomCsyk3mDMmnm1mHeyOV3C9EKz9LY
bq3RCJVlNoKWnmVBjihur7RffBelOCzT2awv/mxI8PdWVlXb/b/V9heo7X5Gba8k03kC/SiCtQ7h
iZTMCpx4aIaxEcAxy41/JQIeKg+fwoypKLqVeKNH7WiWs8n3on4reVUg2Tt6Nif+ghM+F9tqyOBn
bPGXxeuGQcCO5pPO7FsSv8t9r78oqLfyGDLE98BBKO7HVs+lwr+w9ZlZVEwEcuGTyEFlS34epPdW
A/YwnVhV8lP0SBl6orQe/9/elfc2sSTxv73SfochEjxP4sRHjkXPGJTYJkSKSbBDxOqBLB9jYiU+
sJMQi+W7b1d39d09nrHhhdWCIuGZ6enu6aO6jl9VceeJMYCa2W+MFf4sAHsMYN6Cbqd3DZYK7gjH
xJc1wFmpjEOuWgTsx0MtTWuAQPM4iBulbV2VtH13hQDmTTqBRknND1yeRiQqInzYlbJlHZNX1kpe
iYaMlrf5FmPBkocX0QM1qBCigXYUUcd194bC8NXy9J5ebOQoNrKL3TmK3fFi302riVMpDSBZRjGR
spPrdNrpVOpp3VfLq7sGTO0YDxnQ7pCzuvQvOOBJp/8Mng6AIlB8Lx1e+kG0XGiHTnVYbawQQu+n
fcg84g4iFKcHDIylkNO1M0qwHmqStxDCGWqy1K300lYW5+71UwDzGzz16kZwcv4bOp8OOv9LQObL
6htscckEYYImJwDNQyXPwaHIjZv3I95XR9QLe3wCxH3yoyy1eTKlddLMcjCkp8kzXg6uuQeD21YI
bEF/OKeOTZ0bmjDrlix/yAIMjQIHRyPb33R6gHggTD5ki4rG8EJfhmpIYj06PL2oN98eXtRb1cO3
Iep3nyR50wQlfVtm+d2uOJpUyWFyJ8P1QFt/v2+hCOXnh2m5AVoxHtGPYDRWbcap3Fjij9310RKq
AJYQL6Egv5Os9nfvD5tkPs/rp5jtxs6bQQ6k2TS64VmzOIAjtmShnKoXDluvz9T7WJbeGPn7t533
Vos6+jeaedNaebmxdh1D7+p2XreZ14oiYxl5v/tyeLj2EiS3oblt1Fxx/mw4T9R0OAwI5WCmimXP
lvck1bG10LF9bpzXj7U+k6FliY2L7d5VZ/wZMI/sRonfwPkwipGOGOUMZ5v4oYCO7CUYi6WjoVRU
Tod7qb5vXZw12u/I+dk8+RCqVgnrtGlT2QtzQEP/lRBL9sCAq7T6QkxdKljZLETEgJgGS3aD4oWY
ukJb4ZjgAz6TG5ifT3+AzutJ+mTUIR+ESlgtGAh7KQhcpGOVmL3/j2P9qhvbxCsou9eJj2ANQwK7
rBfWgBMjHWATIBuE+ttUfS217+naYt/bLutEIWcJcHLs1WrtkQJQyCP0uBjTYzGvPtTxa/KPVHEQ
ltMX+q0UXFkp+MvoyP7/tJMeXXdyTWHacFD//Afd9zDqDXdGeJUDDAhLJ6LIUPaOg6bOanUQeJuH
Qn8BfqXB6D6grc5Jwyz3H752P/+r8GkHGFJxXTSuS8b1LrtmweSVShZGJQujkoVRyUKrZN7pPye1
8DL0sqhflvTL3U9mBcWDHyPJwbZTeGbgGnj6eEG6nYPeflf2mx63KpjJXqn7k53Bwwv3j8X7Z5K4
HMT5HGj5C6CDS+gsrmUuDL2ukkE4OrloZXblzQa/tw9F2TJ/AyxLv1FvRbfOZU6lZUZ9mJL1DRlZ
Fk4J9XWWlhVe4fTrihACTfOKqllyC9V/tk5QLhi4AgL6FX7Mca43+QHLno7u4f8detNUeTh0Mewl
Wh+qYuQd1ml24ohWRB3HERxK4vSUrBcOD2vSjHbmdq2gOjvz617pX8SK/ml2gB3wUqQWorWYciR5
8rR1dWEroLnKYX5gxQUvXgRZcRwXsYrE0vjW1oLn5U4oUG9tPfC9a8nSyHU6BOoH0u+FN1sPSsmN
S1oZLNRgs8uWGVapDXD3ZtK7TlblZb16cdaEiMl97YbwzodG7qOeAKRJcoQIC3uyu9iZdLMsNnHo
aAvpJLuQhLDebL+DFuU1aVCULCesBcipWkvz0KhFUj13JwRwkYwaHFn4dTFDw0/DxMMDA6TuYtbW
Inlbi3XbegB1fpb9elmh9I/tbLLPNoMSqb6g9YyXXsSUxsNiRuVPEDeno/uSI9xmzqN/K+Qecouc
xGSyTUqWK9um8ONFsAd7kvyUzgyCOSB3GY9BP6vsfLzAxwvt8VR7XWdxtul2MuqbahXq7Ay+sJA+
D5mMpidyL7u9S/FJyb5bX55L1gztKy/qXanGQjFWZZomFmmaSL4YU6/GtZcjDLnh+/JT1hreSbPa
8E7MeoPrfD5gPEKe8PJ3gwFYHPNgcGxTRKHqfr/qfrM/u6B3ZjnR3btE2yX4tKRjv4XyZxnzHSvy
/NzPF2wy8r86U3scw9Sm42lN/tXF5K7B09qsLFgGVmZpEaprqIZYaRNtwwKLSAYWrp84O+kLQmYy
0HHe7d9dPPIP4FSTjazu2Ky34x1oTa/mejOns974Ub95508OVlmQK/cKy6hMccXkUTV1q2+C+Cs5
jVNORiypd6Cfg9bZV52d0dlNnXPR2MMtcSJTJX0Ma7glDmN3SfQC8g9mxuSjjVPVZH31U1Ufbc9w
0/os3sNfdmGWXYGLM2StdFydyRgYHJl55ujcVJK5SzV5sbOXMXlAawKtEhZnZExiqllMM404j46D
GYmz+0hxnygpDpTvphaXog0Vw43j+A8CWR2EjJ3zu+KQJ4WhhFDp1urV08NmvX14enL8tl5rM9Nq
tt9jvB4ZlAPyt0cPV4ATmkmBfRV86U2iwWDZ2w5ko60S19OJSqPybHI3FnGouW7ROB3MMrF1gFND
4NBcSuxO4Ef2OBpXwmSTd0/al2fnBpAKY/XdYKy+paH6ECGGSs/ayeWH/ULxaO958TzYqA3v4apL
rqYbulo6gWeS3qX382hW69x2aI/UZnIQsJcs3ax6M5S8Ae8ag8PVgo0P98PaBrs8arUv683Wydlb
awi09vBd0RReh9zoosXE19GfBvjTENMGIlS6L1higliJnC3bpPtI3b8QKkqYFd1WP20lKyY+e2UK
oJaXuzLqGfkMftJQkQqBlIZrUwJF/FCujb6rWqswvGDjSMjXjaOLWWc8fwcSHC2VXTJ/5OUcpTVS
7xUECrljhEvUb0cWJE2iW6cFZcOKfWAxpe4MhuebipqMIH2uhhMiho6b9X+3qoendYyTx8TPXnca
PCMz+bBbLVMnpOsomrL4WWC3D/a3SzyUaIb186+9zYO9rcKnSoG9wMLGdqNe546cu7A2mKq0cTQP
alWG/gdg8rxzzyHJsq59UZfia904qlISmXXNET9BlD1JV7U6fJzCKqNk27a9O5UIWeyZuZcGjXsy
xfet4edRRzhaazu6cd8yDybxpErOlFvfocXltFI5FXANGMVao94+rnMcmKoIYNuiqIhoaBQuljOq
PseypTHd98WbZr315uy0FhR29uVD5r3Xhnh2WISW2S14eZLztXgSfr87mdywSLcMdKTdV0AlTMHB
HBYGdK7KvwZLQ3Uwp8PR8JarUxhZuOaXw1bUmfWumgB24ve6lHqRQ+96SMjCZD4fdm8iTJNHNt9J
4/C4TpZrFR0BK264Q5ntO166GQ1kSTOoSdmDwWcRIaNbgEjMsyyzTGLwhJpqy4ehWII+Z1ubtu5K
xBPDAIJecwmD90sxiIPlweWogKFsBkrT2eJSUN9hkE3LP3AIOJkdgwqEKpSdN5WaP4Fon+nwEW8O
T19TsD0jcI6YvugZAuM5uQEcElucZspEI8ehhCClzh4Yn0rOW0iddquQe+mxL6QrnyEtlQ9PhXE+
blTpAObzYMig6KSNY8b/N6i3EpnLp334k33EBERmB0lV7cYliM/uB4ucdyuwzzFdw9/UD2v1Zi54
tA7FCmgtFNBQs7C0/Dkv7/NkSnOwt6yDvSUO9mfsbBD1skst14qHsLwejvuvqVviUrES2DE6HfU5
+Qzqp8F6spShNmQuzZy8ZGuaOzJ0hreAe/ybnR1N30Wvy3/KDsdVxUgn38Fsb6MfoXas6VNaDDHN
tI3RpUrgI4To4ovWKuN7BJeHBDhbmwVLOCO8ulY6FQLGkwC1CexTgu2XcI/Uqcet0/i0zHoaD4yS
/78t+DvFB4/kIEmPS0fwc+T9dHaanyrx883gReuEYM2IgfKo1pgnSDy5otghVxM5lFGU6mQ0jcZz
dFITigIfA62SuqRMiF30cklwQfqKIrzEhD70hj+MKeBieuxSTo5GFovjaYSoPpqaOo61At4mQ896
TPhg9RLGgFQY2oxsegmIdjmONsNifgcJ8LTLILWmnSIRslYpORhGN/02Il90E5wcvyc4gG/PLtpg
F66FKsABNEwC92Po5aLZCno5v2rOMv94lYSZH6QjjOvJY6sKvbbF5qHX7Msgj99UsLZy1rAUt7bx
EqZY1MhNr8aNBcaZRclfw/qrRYusqIH+d75bMovumpUByN/5OSP9c7RFYx2dspxnSjGvIfDVwzlk
MpzOJr1oPgeAFMQlgXUznnwNeldR7xqG7XYSwEYJyLFK80KIDISamkccdXQLMb4tBmv6TKxKjfxV
VPIn10bWT8m5gljvzDPemy/Sul7xiWKyp1+ksd1XeqFF2hTpDrwdSNV+2ubF1nGNtKRwlNXQ+sdj
9uYx2h756wS9Djn3wDeKKsZhrqdkURCeHTLskDvn24SFnvOFAQRxRLYzlD/axqCCLKU615tTnWCL
tEtJfKAR5BheHZn1kIYZm0a9IeHUZ3c3kezEH3O5FDMCZHBdcUVOKwfX7kyg5AHaiCQUEMFnrcOa
PCbJBTiWgsNM1s1EAaAgKB5sLja9fAkr8KAeDHq0s+tP61Tm54fcGvBQ4wLoJ76s+LTlm4E8iMVR
/i3DZ7ZQDkRHukSWuBZ1f9dP9Yyc/if0ZayMj70C429clgWDFLf5FQ6JvoWQ1y8+zKv3rCrww6wg
h0aCUFWnry8GRBp2cDmAzHY0ZCvZp+TkI2WC/iSaj/+4ZWljWdbvbCFXCJ/IZas3sTCbWMgmFmKQ
+WDqyBHt83/i1zs/Xvv29T49yZe7meGyxcdJ0M86RjreLB1vfcFaHREkVzYM6zwrwJgq3da5v9UM
o6tYRhOZRmvVxNZRj3mUj9s6Yy/ZUq+h1OcI/IMMkgWn9trUdnCHfY8uBI0IA26MzVKDXxjMv8xu
s/zCoVzJO5Ur/CsVA5xA3u6So8FpiVGGJov9eKnZ8Ehju0Y+bdPi+6LibkChx2EIhtpR52E4Iv2f
0+qDGa2/WHquh9syqkfGVevTJjMyqzw87/0Ls/cHIY8WJb/AYQp/KYIrLCvpa8E/QKTubCnRABHe
2x6gg9jxwfj3ep/4+FhqO8P8r9iW0T2dHvW15tk5s82yEIn92WRKIy6zzU166o6MG2xcj+6Cp0P2
J4wcivSVsxV9OVvPZ5gZVE3hlkNT+ILl/mDBrGkAOugwC2zsVcn5zXsQC7lYKBhR4JarK9WY2rrS
cgUAlKZZbkZzQnlktt0foS5eR19cUPJtQuA2M4d90I+Ak56zCMAgPfIgvyJjvS+umTOidZKkauaL
6nPX+27ruFKBZV5PZh/X+64YyOMt5MprCRO2KW90xRt2MD1Pzks7DcwKwfQymVE06pG2/EylOiNw
FwOvSc16uMoOLfN4K0q0iURYKIkfKqj4oWi2JK6EkmvejQOidJN5I2Ha2RVAyxkOGBb6uL8OSImD
vU9l5SHyVcoTh58+wmQG7dkSnAwv2dVLGtgb5YRg0mCLkPwqI/ukjtcnp9DYlEFc6AD2rjozJvdT
zs9AXtEXyYZiGBCqHSDn52Aafgs+UmMN2vcH09zGvytPd/sQRxb/bxxVnpbgR/XovPK0UPoA9vRF
7iE36qITCfwgrG9YppUpcHbaUsjMQdPKYDKNxtmN6p8fPwLnVzs6ru9cfLjYyG183RBRW8QCI70d
iCgySWEx7LQkLPPXzqwf2BAkOj/LwRpBLFZjtSAvPniUCkLB7uGaoFdX+uW98fReJI5aC1gVjztB
9tsJKWEjDsHlYcjtEe/+2iPe1UY8ha3+sQfdoU82sQyQ/MKyT2CObsrCZZGOhVlX6ktCx3EDskyY
YQ4JODTaJpJusjosSshrC0Rd06kCHDBPMLYnBPRplb2RMRkq96ybbcRBS2RkJRcOI78J5O82mt8q
8QqXAGdCyvJQAVg9xhwoh+Txio27si8hY7CC79yMgDOtgzWOpJ+JzgLjIvoZUAms+kf7RqSFWa+D
lngUvAQRDMbkVB91gafA2Uzs0AradpHUR3yb7uujBd4OXuk+emQns9xas4ClSp9DT2iCO1geIKlQ
Z1hQW1E1IdVD5ihLUQiE/YRzFC7jCSro8nlaSOpDlcsFXupqR4gqNxzfRbaDq2iOW6NrJ8169YK0
+rbebkhfSheow0lcR12B8xiokcBVmEOSM94B8eAkbQntSkC+3GgQHUlhTYQYGXAxlU/Vhzjc8JCL
lwMjaja3PYhJEvpZw8Qfd3TBIPu9bNAO5/kAhmITzQslFFMnwf2pjBYnUG/qfYF1E0p/92jwRVSG
vQFGvylGu1CjUsSw+CrjLtliHzaA6XbpqMHwcH0ujj864ONVl10p4Xo0nW9OUoLl/jEOtS/53Iuz
2pmRWD3PhOlXr16lER5jxseSL6jowxAs8GyAZq1B72Yyj+DSkDBQ/sxvEuoX9Dqg14SVBznNJne3
07tbmhkhiiDv2Xwyiggxm0U7Ozv0xCRvfZN4TRTHhjfRVWfcv2HgfswYIm5y8QcSeG53d6afRyD4
dKnkoybXkm8o2bS+2eBQIbKJ8rmN8/2PYyKdEUFM/svnk73LgNOl/X0Q7/xsrZ+rVT9ENESjTGZV
Yiig1elqzynj4moIp1krJJYoTNl/AVBLAwQUAAIACADOmmstgfE3tcw9AADISQEADAAAAG1vdGlv
bl9lc3QuY+w9a3PayLKfnar8h0lunaww2FiY9fGGxFsY45haYxtsc5Lam6IEGozKgIgkCDo5+e+3
ex7S6IXBr82em9SuQTM93T3dPdM9rUYqbj7av5cvCPt/42OncUSaF/UPW2UCX+vnpHZ+VK+xvrHt
WfaEUNezxgb7Ggy7GloumTr2jWOMCXw1JsQaT0d0TCceB7UHxCBTw/Hwmz2hxHbI2HaoIMawdCyT
2sSz7RFgcIk7pX1rYFGTWBPSuDwvNuo1opfLv+1tlYjrGRPTcMxtQq6GtksBxqMT05rcMFSeTWbQ
6CFfrj3wvhpAamybsxFCkiGMZE3ARdAN/Juzvge0HcqQGObccoG8NzQ8YkEHohwbPmAYOECJErqw
QBqTG5gZUAcIwNe3p75j3Qw9twByMDmmiU/cWX/IMHy1ZyOT9CgBrKwRxeL/AoO/TohjubdsTsib
dWNNjBHDYNI5HdlT6qD8UqcFtAi0F4cUeRhPgSZjAGj0XPplBvwxTNS0PNtxWZc3pJaEtigw/NUa
jUA6c0omNhlZRs8aWZ5PBjAvZF3QZngC+kyTJmiqz1TNhGBSx5rD5Zy6SMSh9mA701oGDqXBdCrE
t2ekDxbkAKeu51i9mQdK85DhoqTlM0TQOJsAKSRBPOqMXc4hJR/OrskHOqGOMSIXs97I6pNTq08n
MAewrCm2uENQbY8jwiHHyMWlnNSxDZjZfCqEWjgFMqeOi6ZckkQExgJMmGHRQKHAPKhoigNzBNU+
AssIxmbLIJwqM3dEPwR1S9vjigGbAS0MZqMCwwHQ5F+Nq5Pz6ytSPftE/lVtt6tnV58qAO0NbegF
o+G4cDXiSoK5OcYENGoPGIpmvV07gTHVw8Zp4+oTqu64cXVWv7wkx+dtUiUX1fZVo3Z9Wm2Ti+v2
xfllHazzkiJjfJEskfRArnGTeoY1csPZfwIVu0O2DpixObRPwVZM2CNw+dytRb6qRjYsPZwrXxFC
nBViDcB8PbBmxwLTgb0goV82PtRxgTQm/e0C2fvnr6RpuC6pzkGtNWPccyzzBr42q2SnpO/+ViDX
l9VgHo/1r/jyxcsX/2NN+qOZSck7YIA63vbwQG10PdOyk20jq8calebX29tFOunbsDC2h69jHTMP
FFEc9wazSZ+t1iTIFBce6wS48CIJeDOye8YoiwZ4iTQGwHfc0CLu1s7UxsWxv9iPQXFH0wVHk9oR
a3QNM4sFOh7z+UGvSQcWuJ3GWeOqUT3tXv7RuOhenbTrlycbmr6TCyGOG2fx/l/V/mb1Y/eyerSz
04UVwuA2tFIcoHbSPm9WEU6FKilQCoHuIdFKv+ZUNmsn9dof3Vr17KhxVL2qax8LnwpHOfKN/O/L
F9pmbUj7tzXYDy0wX5rTtD4o0kMXmNM+5grq5adcgWhH8OeNdWTBMuPWDsMMkquQ7yrND/Wrbrt+
XG/Xz2pIkXwqELgWVDdcWGjgrDSiaUDkjZ57907PkTxcfsIrkmNQHHajb8D63yFvEQF5T7QZMLPf
9chmDklvHbTpAId+zBVLAkWxlNvUeKdVhzVn/ssyvSHw2HOocVtR0OpL0XYieAHxlr4G7tJS3CcM
50eOch2+QcLGbOQtR95JYF+d++/4N6JNULcxtifmpfVvmBb2uBiK9Um3a01GDAIDArM7nnd7ENxo
cEkWBWwlEDhwE0I2d0vAp3WM+wmY6DcgxiB7BeL3KnCFDQOiLcj792QnBx0wPx076AgEivCi/x3r
ht6tBXZvLEgeJKGTd++IxvGTLaLncvhXABwcvI/0VUJsB2S3xNHtljg0Eh7PPaP35+IziI8Pwy4m
FzbMF0z6GUz6nEkfmfQZVv8uJv1sJn3BpB8y6YdM+gkmNxzqzZwJijDPhftd0ZtUxcsXtaFjjw3Y
W5jOTKE0M9DaJTWc/vAI1/imaELzUbQHeybSNFF8molyJmwtO+gRgbnuP3/7E5rfkJ3F7mcG6TNI
Px3SDyGVjULTGAoAB+HxrYJBgvRgmygWCQL8o5T7vfR2J5eHCx8v9Le4l8od5C1+3QB2gTz83Rfr
oDZzrvkuxpZO7Zojh5UCM06uFWzPg6CKJTko2lkJqOTjZDoqmc5jkOGrNtzN+BSZKuBPkZQqJJA2
mhNriomhZy0RBIxbxl2K3PJ6bqUhd0hN5SohtzW46jycq5iQS4qQ0SoDuXJRw58nFvId4Hn9LxDx
g3gKBSx823IJJ405GgF2h8ZoMKWj7nCuBVy2CgyS/7uf/CNdKejYNgYH+FxlpY2mtUwkD5hR50ln
tHRTa62kZcU7cd/BPNPLF8VNNVSFSJUcX5/VrhrnZ5fk8grOjoQfbgIvNrctk7kwNYLV98KQFWOQ
8MJXL5QAFi8D32Y5q3s+D2cTBjcsBiMgBurAkYlWgkhBIxhicMmMjUXXXOTIf/5DsPmdbLYm2IyC
Yj1+dIDPB/hReB9CBy7IqLMEigslpvZ5RP0tGktLNnHLUsLoBQ8X/TsCxWgAnYarEyLT/Lsjz2jU
nIaQBcyLIKBdhUMlVE7F2ImiXJHP7zxQ5TAeHU//3PnMV7q+Nw8XRiEkmrIsZBOOB9os0hPmwju+
wHrPEQ/5DcLq0iZuhrwfD9OtZmcbTLy06Sea/YAmj7aD+DSKMYqPo/PjbSm4EvPHyJa3jIxxzzT0
PVgLuB4iYLmivrOzU4mO1pOj98VgLQZGzuqNDyfd/Y/73cNG9TLH8MUl12chbY4kGAxjXZwln1RC
7hJerjSraU1gCDLPl1C8ObAoMbISAvVnDujfa3ageRu92aJCUnrQqfETwibsP3ARbE7iVB1nT0+y
p6ezp8fY0z8nOdAzedMlb8hGnIlSkolSOhOlGBOlFCZKmUyUljGxm2RiN52J3RgTuylM7GYysbuM
iXKSiXI6E+UYE+UUJsqZTJRVJqIHugxXOLHL8+dyh+xAKQ6DfxeniEmmn27x0dwiiltGvRCHrewK
m50uJjrr7fZ5m3kqEWkmPcoDPRdgANSBFxKmiNTekWB6fK3mxAKON/PZPfomv8Ji7mJI8OSrGeLw
IomTJnPDsQxA9XVowWKiiynFm5sLduMP72GSLzPDwZtTU2tBR7AAXXs0Qw4YusZ4ajsejH9L2L0q
+G9ikxtxN2bmGr0RxSyQZ03oqwDreAZc9SjJF7d0ouHkFbyvcgyzwY4oJJD0q1h0nrIFZaRMWyn7
lkMHcHDFjxL/2OUfZYTt1GtX520ijmbNDuCVthKwI6MLmfkMjT5YcEqbZJjByrNXACgbnn8LjSbz
gwnjigsvwABRXLAjgFrYLTS4pBMucovd72Z3I43RiOCO5gZ789KtWaTuEOl05lBJkExt12LFAFvi
5t/kFw86p1M6IeYM76gTAzkAi8LCAeJ6dIpSWHUugbnAhHCc3OYkSzpjaSEH4d7DLHSLePYUb332
bM+zx5IXYb2SnTs4wX0sLllxjI4lBoz5TUlTNldusdxgI1ts9Ci/FEt+n+MRnyX8vD+uzehQhjfR
Voq3PQ69cCYpraVk6xKqcf2XhP6/COVLu9wiIzrw0ABY3cbK+l9EVJ6ysn7q/0fRv0xScgMIPWDU
QeFOMKTkdd92wM25r4mGGwMaR5FbBqvnwVwboBGbRdibe/SNY01z211pVBq9snB6KYoqZ5kqd604
eE3Vl5ebLeIVn+W1zbj8cDPm9BNt5QeZe/mxzD3JXSireyyNx0+M5WVabFnSqpUW+2elwH70pFV4
rEjPW+HtQF/eE3yO3FUr+1zTih1sipvJo81m8ckzWK3sFFbrGXNYrewkVusZs1it7DRW6xnzWK3s
RFYrnslaMY/V+AsSWc+dq0pPnqyRiJI38VK21dKve5vlnd/2cj9g4mO5/hsTT9X9IKL8wZOnMXmJ
UmDw0cR5FMzPAPNTkguBEzwuKBeHEasbZJjdINvuBumGN1g9SzpQz+KDpTcPj+Np0oEwz8G9EqXH
iUzpQKYgB/fNlR4nk6WDMFs6uF+69DglXzpQEqaDdTKmiuh7quh7S0V/GLDQE7LviTn17iX7KL6O
ghAw3lf4UaRc+r1Q+r37ST+GtRNDuyq/iYS1WhCjBKnHyvfDlIg1F27eaQEl25E1NXwdpKWuB3fm
rvOEnxdVVL1gVE/BlWyNI3vaTPjWAXMHg4Q/2Dpg3mDwgDw4B3/uWAD4ZCcAxHO7dDNf1nmo5I3H
c7dAeqBJNx5n7OpKdLGFRZ9BRCG7fNET3cTxNxLaLWOV3AJEGT7yeaE9IMScNNeIyUQznh//eYu+
GxY7P8p1JZgWFOH+zouxIsMO2TDW8ZbwIdLiHDnZ8ZwByWwAQvnp9H0sUVXosyKvoL42k76v0Pez
6Pv8jCrLaDXBbdStEiFi3hd1rSwTLZwrpxT1r+rYeHinjpWiTacse7NpS9GkU5e9cfpRA1F9DaOn
uBs2XvE4K3h7hoLvuWz0Crv5Kk5fQcvxruZ9VvL9DHfgKVbmerUQIIp8Hd6/J9QjDEJRkFDxchUl
ogKBh7MkUNxPT8kAIYJbIr+3slJiBUEgEOka/K8YNsQprDcLkfDKKqoFhPub2u0bpj/8dnCgLz21
bSjWdf+xh+uPTY1pNoKQ4CAlJAj2FSWOuuuWPau60p8l9sgKPR4cefwgJTU/RMCRFVPsKDFFZkgR
9+g7IqJYFlDshAFFVjyxo8QTmeFECm0/pO1n0Q6DiYfEEg8IJR4YSTxaILFGHPEkYcTTRRFPF0Q8
cQyRSCasEkE8XQDxxPHDE4cPzxE9iODhcfIP/33uN+5995/d6ZK/3W88fpazPlk56/6q96/Zarzj
ZxxgQuk/5ICOv+KnHGmbR3A3Gzrzy+9g//Bbx/NUzqbUzeJh4e9UO5t68kgeK6IltORnDe1j19D+
rI1dv8Tt8aojf4xazyeZz8/axb+qdvFxAossT/3g4rhn9PStLFffWtXXL/uleP3sSPxOHKCa1cbZ
Zb3arp1k/JY8EjVUzbl80A1z8qmPscnw/xyqFzDLzxOMCVO2uW8hkBabBgtIKxDxbYnNQ1vk9VyB
lKFhNiUsSK2QfdQbPspP40+wKAbWScJHMAmTNW1xVyDskXcteSY3ZI4/SSX+XCi0HPVJP+K4mIGg
lIYgn0RQykJQTkHALTWKo5yFYD8DQZyJfbmoN0AZE/sr+Up/wQfJ2bhHmZZxY08gkupj6AaxFaiX
4HP3+jKKC6TOOAiFC1YPGItsHGKCXmPie0P8PsClz5PrPVUbEaVtZOhqY5EsIoIFUyF+WrsvMcXF
s4sMFovRuUD0GPFZ4gbA6nLMBs/S28Z3wh+MhAooQhRsQGBGx4Y1cQk+zZH9OIiFBWjpWRSWmVYa
eLopi2LUNF0KTIoI8yn6Wlc3rMwyIgKQgdHD5yl6NgT+llcgdPg7PmKQuDYZGK63Df84MXnW7yX5
VJ9Es5K0EgLBs3B5iQCTGPIpGEKbUO69RR5GtJJyEi36Hdxt3cmdvpw7Nv2n5PAH0ED5Ke1jXQkl
uNt/+2gzfwL70Ne1j+X4fwQLS10D+z/SKn2KXWj5HJ9/lT6urcrzHLoVPV/Kl/P7eJ/zK4Q3Fjv2
w+HLDOMScL3GaPQ30/hz7pvfw+jglRoecBiUsn1bYIdjOjG3IY4BcfqrBHr3iem+yxqTja9Da0SJ
BhEMjyAGtkPn1ElLfV5iNpE+1gEm9aghTxopwev9zxl5fS+/V86lY1n5sJHfLeX10n4GmpWPHMjM
bikDy8rnDpjPEmb0vZVEk1yCecFetrh2V5NXcmUFqLPZ3iuvxnZi3ef3uYqXiaS0vxrjiQUNyJlA
JHKWcVmyINdfjt+JWITKtlBJW4A/Uwg/Uwg/Uwj/D1IId6QKHsXjp2w2WWnNSOLzpHp6fFE/bdeP
G2d1Uju/Pj0ih3VSTRtaIIfXV+TqpN6uk8YlOTsnZ/X6EXtnQyM1T3rCs+ZtltnXViirAIaObGKw
dPtW9KYA0dCODPZSDIO8dscQUFEYPLVd18Jbm6CA2cR7rQwJNjFx97Bn9G9n0+ybh/G9jhSLmG6Z
UGpSkyGK615iZFWIeiGgwCoD4XqHoV0yKn+vUXFa+XvRCketRW19SqtQWX8+GXJL/kz05YsWv2++
rileUAfi53Hitru0r1Wtq/XTvP5rzCsayEVfa3B5a02PaN/Cl+5cCBtrNKsf6mhe3BRkZCebg7rh
8KHKmdUnMYhZSqFD8hUKYPpANTZUWOyHZi3sSVkMR/JBbyy6DKslXMOsyeIlwLHNq7XJmzeIcVvW
T38TP3ioyduXQgRbBzOsBdvcx+LrTS36BOjN/ZCjQDZ3jSApT5EWNyFr5EDIgGxmvSNF1l+ImIiN
ysd5nrPasDQGsnhePuJReZZRDyI5Up5Y/p7EZJjJTyU6tBMdOl9xKD64HEZGFL3iuI467m56wq7C
B54wOyxwAyxwy32gTMOHj+uVjFUvEimw7JtG37F7I7t/e6E1q7X2+eHpee0PsjltHiqLWK4e2STW
4c24z490rAaQp1Ng4NbBGN/u8Z40z4/q3bPzqy6+Fu9IrjxeMMh0zoHnrny+QnCtx65LsWvxABBg
AKurK3FcfgyXH8Plx3D5Apev4vrCkUnQLxxX5LIUvWTPLgE8imkrXEV5inIU5SfAIuXJiqclDK5v
BR271KOXpejl7uegUoGZQ8+2Ry9fNNn7oerBCwq15uGFgS9Yk9volF2KPYIct6vNeuPs+Dzol64h
EyDuJGI+RFDBCta7ADp3YohBhI7k1BpbnjBO1cLF2Oahq67gcc8NS/wEGQFZ4zAA/SYAZ+/nyhqA
lcgArOxHEjwYIBbSv6ljswDsG9kBf02+V6KOC8+Okbo/qzHxHEP5zTZrbWBNz6FluAUM/RirAaes
oYBWwJ/0FJQvflGYgqOna4/x5Y50y5pYnmWM4GCIbz6EA7tFXfaSOu5wLxS67Ak5v35W6h3DZ4Ok
NbeC9mA+4rE7vFVx6fgHm/BzO1oZyc1z64BiY/errI1kkAH9UATNTry3pXa3lH7BDeYi+Leghz3M
/j2bcAjNX2akyHogX1PE+pUaTcnyuCsbu54/DUFZPZkK9iU4AITMM9ehkuNvlusORsaNS94QfCtp
t1mHTff0/LotS5s0jSs6VtmKp1G7r+1iYXaKQHM5DIrOrk9PWXVo4FewLI6NxHwJM5kxHTPrYFNQ
istMwryLK1YnESY2tL/yZ6iytzk6nk9cC+tuG8zWbvH+TljZyd8kiuSIPfNcy6QKNvHyvm7foUBO
w3dNuTaZjijeHBtYC+DslZQdVvCCAAKTl162AbaeI9pm+FV5hlAgZ6AjNYZSuex2zi9ymC8bWA6s
ZXDhrNCU2JMRfwnoJXr33BaAuexED2GsxAUdXWZ+H5jygr1YE5tuGHeHmyhR3l+ywbdNsTnKLTC2
3INC+nTSfNdR3koWA1Hi43iPjJXTZUMuUDTKIxt8/sgGrCAObLvXHVLMrkFzPp/jP+tgwAsOvIgC
8/VNFgHsRixcwa0Wd/M/WfylmLMczJ/9xn7OrHpVLtTgIX5ym8c6PRnMZawNaNb3whAadXCPUUmQ
Qui6SZCWRf0o6z+ok1FmImP/cAqR40cKpdjBRUxhtVEkvUfyu5wxNVBOx5PG2GqjshnbCJ5DcD9z
F0VL6EKV+Erf46hZvBfmmXk813dxR3+PtxK+yfUbRyAixo0lWt4I9i92Ogr1JMUR94/KkSMyuhOM
nq85WpyRosa1JoJOBMEaHHCRRZ4UmdBeIam2AnkTnqjCm9/igylMKkM+PA5d29Bw0e30KJ2w1z2z
9wzLyoLAfF5pSz3w6XUTwkE4n519yEVXqymDs7NzOM5Vzz7UK0pveuRWiVTZxaxMIHylYAwth/eB
6I5a+CJFZcBn1eo4GP89vGRhV5cQjGwIxt5QKKH0aGVBZBIq7/zJ+yKsJC4cPokpkk7p83mvzAdX
JVfVO6JQ2Ex7RW0ufTHhj1iimS5pitx/Fgj//Wj2jixi6JiZSSNTFmv8ZM1O04z9lNFB5BeYKR4O
PGsyo4rdsm8i9NY4u8zpg8cRUUDw7UR8DWa3CHZSX6EvXhzMjDYyQQnMpiXlwSDcgppdgbNSALt0
KTTOrurtcoehyPF4g0VNk7gdFIixfbttbJPXWIAyp30PAgJ8wzm7V1gQ1Sj8Nd83tm3+/lrEVUzX
2daTQ/PRUu0n+YJiYT44QtN3djbDfT5X5DjwNvP/tXftTW0dyf5vvsUkty57hISRBGa5FpDCEYld
Gz9CHHarXBR1hI5s2QgRSWDOJr6f/U53z6PncR4CbCd7vVu7RufM9Jn39OPX3fth6mPyW/rPXHnV
jHDxzccGhTEF+2o/r4tO+x474OhLjLRrX3HVFK5L725ga/M8R+2WlLP1+rRmbiNqA63jzjbRQpcS
a4lnC20fLPFWQIfzWK4t8ElhhdbBfIzZJaZS3nmfibeSQaYzdC4+TGfvDeUcDvs2G3MgI+v7PG9D
d9j2+OhANFhD1vfEQ4Z/uCkg3FmKUpxjdXovi6qewg2bXcxBkhyM37zJpNx00GfLzlbbZTyXHE2N
FHe0lMPsepwSVkBHis2uO9u35+tFtEyPw+ztN3edJb5uu8z2KNRoNpUGZ39Pa6gkfziaZZkS0+U6
sMK2XpqxBXx00HPe1lA1WtnDUTlacdBe4/VUoC7B38oo3kaT6W9tpdBsO3yHARbA/5yBxJliGnJl
aNWpv18+Oz5VYALZsoT97D89ePbieb+z/Qd7SIADuf4KrWmwc08n6fx94uj4jLZycs3NY2MGQ4RK
yIo+bIl3PS08vyN5+J1cXGP5j4l3COvo2XEmj4fzRBJ9PT5pAfHX704azCKACpd0Ym5TydsqxhYw
OcDXnstbdZhrikSJZCGi9uBGr132PmfvfRQMLGXsyuqe+N+tnjB3ilrIhWTWi8nsBGQUL1xKseGw
ypGelbW8E7a8mE5J07shnY+unQaKlplqZCdfzrLLdJbJf4Zjwsm9TGILK4bGw2X2zzNAmdCpxh4/
oceqJFepaKqz7FpybRqpt4FKu9HVBcGChpk8uodzIf98ky1OZRMAQKACAUyy9GJOzNp4IeZXZ+/n
D8TThVLsQQXEGV/aPolBLotKxmFktG/mrkMWDq+nRHVmHTLLK4SZeP3wBJyv1wkoeAGqpcH0aobW
HDlJD8lgdHh8+BwncFPF2TJvc+9tTq7f2oxjSbDyzG9U3Zty3jV1Tq+DX9Ovcu8VfOojuLjjawM/
430wjdi0jdgMGpE7jdjyGtG1jdjyGtG1jYDI9+ALzb4u5H9MA7ZsA7acBkBdeXhP5GSmF2xSwYal
hoB/sm1b0/Fao+OQqZpt+8W2/iKcanBzyLGCS6aH7mU6ARcsqvOp7EOiz7hBBnjyhhhcadgKoerg
fDXHtflglzcVl781UhJ/BtcSTFMqN8hI8gaZrZkX1MyZRplWi13FuLRx8tR+xJX9u16d26w9imyz
01TVG17bZGlCLa4jJtZMIwyM015NOq9BOtwM23ZStu0yiID1lcRaZLfDA8mPPuQbBovfH1fV5wW8
r4M/un1JB6f7O/eoI4NJqvofUGqOvGbAlQJkCqtVYnEtPpBBDC8vgfNIhfCQByZ06xp/xwnq452K
t4SDuEV2BDYIuIXMsvnbA2bRgwXw9xNa2uwG6CakLfDlkRbYN0nYbbfoxuqbJBtykZHyDaSCQSY5
lPTiDVgfp/pySbqNpKG+NIOXyWqfRTBR8rCOc2J/YrwS922u22FYfd1WLXern2Sl0O0kY18raqJT
O7zPwhGZc4u/gsCppAf1hJF+EBEBRZEer3lsql7zqkk/kpYequ84tX81ta9q1zb1yZ7tmTmCmmu5
32oMekUVnyxXTWurj5f8mq73ZMmKUfV4zdEt0s3XHl4T0m5P0J+nkmXvbL+mE+Wk5xXcccrtsGLq
lvkmYUeVWHUFHX2/8O2jLwL+rMHQTioMp1uKIgr1PFp5hFYe0MojtHICoGuTZLF+W51qlgGRl3ky
Ju5AjKWw9LAnxlJYst+0oARi30XkscdRRbc5HzkVbQQQO/JM+k1u9jpHn4J4OdHN+n5Ik74fzqTv
x0hT93ERHZ9MnIpZVk7SLG690+uXxVwcg+qE6UV1/rB+mNnKkfQ9WjuKVMILFUVo8Yh3fb1BWGTT
1yWERbZ8pJTDpe0ZwUNZABv6CpS1Hna6JlAdrgj7qu+kHKN8senib3MpGEnJ+0Mm3mfZJeEfAGeS
LiZa/NY0doF85GtOoX3RaXe3eCn4rR04YiIj3riustmuz8A0r3VgiqEAs3CBbZ0xt3pf/vFH9JKE
532eEM4LKYfgSDfGnBnlypIQja6nHETAeQbFgAfCuB9Bal4ubip1LqpZxmjKwpPj73RyWDXLN4lS
zVjdDknbKIA6OvNkzW1Uw+gLSDsDZ4xmp1Ytn+VDP4Mtubunp7nhh3DExVpa4Y8/KEeLVhf5B1/7
pCUU+z9v3jTztZgeGUUB2A1EK/xgJQk6LPTV4x7gzLaJfKqcPeKff7i6OAM7jXnwcjEzwxTecL/+
cvjLz78eHB3+Ajpip5b8EvcdRiLGsBlSOugfHzz//rBv1IAhOT+eEgMC+EX9crRWnFINf17W9835
zT2p6Bnn0ht60Wc3i+wCxNs5Em2B6x58VkihbLZAD7wLeQ+1MTDamIvpEJFFCtEZ6WvwaCIaUtDd
mKBSZQD+gKjlDALxobChtD5yi8xB4TOZggPheIT2QiCZkmium5QOptfWcTA+B4f/ekW+XDD6Sgmp
BK2BwuWtaFEEu4hXMb/yWty/JVz3PWbOL2SXjM63IdA5bypP8jfTi4sUkWlyzNVIwaBeTPXgfKfg
ItQsK8KbB5LT0X/n/su84bRM7Vv11vapYe0KA0Is+tuyJyK3u+wa2D0Pj45eHBlLRnhymZa2bENb
JA8WHF2RNR0nQitYkmpw10zowm7QYGs6CedPdkaPRc8p5PQX14rVveK/NZdF9aIQfIb5hHbYcVBU
pv11mj/ZNBs9u7oja0yl6/jZtylomXDBZAsuCTBssxIvukakdyUPZAgtvJogs2SemRfRy4vp5ZwT
SApEFuBhw/7DRfnq8Mg94tQNXMlsYcxhnI0vr47RjnQrgcekWbR2HcQ4F3WrNIyvzWZb+DImZ2/V
1HtIdesbtGNh4byl7L2V4h2JiFNw4O79WCBgVVLhmvtOmGL1TmHK+yZYd882fCdRG3QNYnOvyeHn
2k2O/NHwn7aaNuXnHpAhH8VapDoVpJAM0asi1a3bqnrkNl1yLk/uIjNBYTq/ktVhfQ9zi9YtUx1I
puBq4ljRQceOwdu5nT141A0fbZ4YpyXNQTPaxh2q6blDNT13qKbrDqUyTGFeGSC3vw+REpoU8HWR
Dk7/vv0anq+K9s3o5A6dvgk7fRN2+ibs9E1lp2+8Tt94nb7xOn2jOn1Tu9Ma6BIoPRycKi0Mfnu6
t9I39kghMS12PoWfEIE2RGXPDFQgftEtePQUQEv/Ql2Of/bRFQCB2QHShEAT618XRU8VIk+wQeWO
blHeq8IHj5Mt9MMLblGXci0giuMrEHerCzkxLc+UbgakcslcH/vRnPTrnhZQLVKndl5QOw9q0752
QMTl7Yg1o24rYo2wbXAEfr3Wto5xZfVQTzPFiBnoeTYXUmjXQBUploJJS7mh7Yjitbl13Aum+1Nu
JNo/itcoMoXuFMdweHE+9OyDBc70tSySJbbFuBFwKbMjBnIChGaZpVNBm5xRk3Og+mkfNTFmHpKz
Glruwmdq2IdldX6OVvo5qEUc873r+OVtJVnZDcmU4IdYKDD4SRiNlTX3mG9g0HNPN878vax+P+gq
hBoPzgnXWWwlUilyPLRidVj49DV/2oo09aFfvzGHKkvun2cEwwGsHL9w+O539Aok1sTRiO2EqMQd
K71xi63ZCJQaCYwuCY0kJdCM4FvX6D2k1Wy4IRaeeASf3JnisUfx+O5t9Ek+uSVNJ9IDp6lyn96m
lfctMO/Uk5ftoVuBYKiU/Hd6tTS2O77CFsxhp5QVwt+6hFJdgMJYbTFBbyyT7RsEQntApUFgp4Y9
YBmLwE5dg8ASJoG72gSUqk3LY8EZuWumoUDdZnJXRLRNGN1NztTVJS4MQJUx3VUhtbyImhcTrnhR
eafcvSwsJBHT92G2IRVBS9s5KHaWmI4MmQHEcNMdrzfcaDyAJEbXGTk0iVSSWUCErkm6OHtLA3iv
s3HXySiVYUDb+E0Say+EziSdY+x9bt4rXXK1YnLHKMCrDierlfyTn7IlqsqI9rpsIqwchldNXJ6M
com9aPU8Wr1AnPzoQCCqmxJnt2o2JM54WZ7JqBaIADsQ3HiJVlVQVPBnk5bNyvumrNgK+TkevfLx
OoJs5wI1wGgOUWE8nViTBuNPBkxI6jedzhGwkZTJYUGwNJB8TfA/MLHOF1eX4+EYjigD1Ydw2uQt
CWes48v1w4ujfx4c9Y3XCNPnGOwFf4VJYOllkFNcdyrmsvD4h6TcGaZu4DjuzGDfl4i1MSowBKcw
3Qb9akHlAXy9XQxfb5fD1zsWKd1x4OsdA19nyHM80MwqwMm27ezFAOousr8bRfZbmIhyEVhd1a4U
F4uG9qdodtDOSCFoQeFR4k+xGba02VnXE+O1eSXmE7FZ7BMRdb+o5/mgv7YVtq+0db6zxFaxs8SW
TpP+sYZXhOMbYt1NwsZ1os3y3VYe2mb5PisPI80qdVnR7ZJrQQ2f43MQaWLpCG7fralxhwLUDQKQ
5DvjtyePOAW3AIvwh3Q2hLDIkluDP1vo0jHQ5y8cdxEdnDyHSnwGuI9UsU9CpVNCtVdCuVtCRTzN
Ch1gcGQSP8JelUV7KztJ406NhLVx2HL9Djhl4IC9XrlnsIkjV6pKNHHT4rlSCyKCxfwaWtrpLnBk
qJY013yFpoezcFQ/EERMm34jSHoOEy8B/scg9NVVAvh8ja+E0PmiSqGrwxr9Zb1BPjcooIZ3Bt3Q
HkisF4XLymOiHC/r3M4ZxdsK9dckwEX4WHMaL4Fr3aiDa+WQVgVY2bkDpDXWmqVRrWUwHAez6aI/
42qapVCbMYJRPU1dJc29qWiK0EaIF59lEA9hQbYv5bSI0RLkmWJuPlh9D0CZgDegvgWRwodMLCAk
HgoESOgdpMw+H78HjGeWywIz7RX+tzkTC/RqDsUDX4OtJCHXO8DMT6T0Zqy0+rRXfFes6YtDZ1/V
v+GkcQr3fBsg74YnWrZLZFI6DECvEtQpFEV1ndzYKMrH0LWVB+Jps9uw3XMiV67YeLJa/ooS6EQJ
SIkDQioaTdjkGhcMC9SouCol0ruSnbpuNf9E+zvq0zk6NRxUAQOEJZ5UFzmuQcUt47ZkUNmSQXVL
BtUtGVS2xLJ0VTHSq5g6j/t5dRQEaX511HeKlsb0LRWYC2VqufoGqkw5q1cVmt1UhxhQpyqTMgyH
ss1WMWIxVsyEcTP3sAlYNQEcHzQe91/IjuGSupVnIy3G5V0baZ3fwrdRrf4lag6oj4Pl+zhQnRws
28mB6uVg2V4OdDcH9btpKhsnRR7RFhk2eVjDs+TG/57xReRViKXUdYI2Go/J9aSLr2T7OPWGVzSP
FM1tUc2xvSeO7b28/rbkP4ZjM7eGo1KlpFmT6x/04ySRR4K5Y9nKxwINsQHnQ8PebnSRRGk+dmmu
Y80q0j2/rXm8rXlVW/OStubxtuY125rbtuobW/7XH4594SwnwOZFSmlgnloNFDYrUjJ36eVxerlL
LxfWnO8wPzxUJcW7kFwe5AJtAdP3YapDJtPwIDNk8VocJdV/eiSFXySDvKEOOza/goxTCzGcZhgI
c57m4ltW4/T5i+eHp8+Ov7VkNUtiw/SbJ8zNwclX8dGAOuhMhoZ94+K3HLRcrbj5nuraaZ2tTL+7
3u/NE7/tPQYEswu4cxJZ1d3Yw83YwzjZxzGyj2NkH8fIPjZkbbJPF2fKRnnPH+UaVn/i+eq6YlJp
I7ZGnE7aiPQhJ5P3Vk5E0cWPDRoVD5wojiwK4+ljtWo2NkyKLSS4buVlwnA/QJuIykZ3Nr0cSwlr
JF+IZ99TfR2gHILLjK6kjK3COZqIdSjiYrjvMXj3QhmwwKaXl7PpjUqr8EDHO4IAfnKvTq/evNWR
ORhyvCVvO/hL/r9Gkd8XptlCmjG+8Xfyf4/EL09/fA7PEJqkIc6vDx7/Qg//W15M6K5tnmxgPs81
0TXImPsCmluc+SdrHzuemsI5Evwn3eCJGcfB6WcYSXZs+i3Ng5bmQUtz3dJPOqZgDh2MExtJZAd9
LHbW8rVorAttg1MsNgbHyDHC+DCXr4tCZJg45MObja6mMQhoQG/rUIH5s3RiRXu6i02vj9dL9/H6
Hvp4/Yn6aPILyZ7uFmUV0hEeKJOAcxEHLIRmCJxb3tPRCPdK0jJfTJmDl4Ag0vgZ0T/86dWBNjoQ
vuwBlFp5BUe0DRk0SWXT0PE4G41AB3ktmSKI+qX0YJMppmR8+jeA9lxeqnN7dnVxwZOH11NU/rmd
ywMlJV24dVWQKxHtXSfU3gHrCC7hA8ktwkXpqildBrRUf1eTSSliYU2IvML1uYU6MFSSpnOAXPFL
3AI9Lg0jGNHB3YuU1ozhuOISWZLETAk2Pq/8z3dRsc28fiTcNq0XyW9RyS2Jim6RDuRFclqkB3md
HuQFPciLepAzjHh9cWKzRJzoVIkTmxXiRKdAnAgYdH1gMjWYmwzUz9uGm/qpVd0mJTrSL6SLjWpJ
/9ra2JG1oPuvBsWvinS4pYrZqI19dMqt7PEyA7dMqYJ3eeXtyEusubwtPkgm2wKz/Dsv6ddAZf2C
SyMZeCm5Rh7Edk+ALmSt+xC1cwOdasSWlD8wlnLADIGGMZJXzHOxHgQJxUYRXyRbkoVxG4WWsZGH
DaA6A/2TMofpigO3lK1k8QSqvtJgB+rsSsO/rf/EIRCqtWuQOHZIhBruOq1wacS03RVUnKHgau/6
9Z+4BELtdzWJY5dEqAev0QqPRkwlXoLNUGNqwBkjH6yhzxO2LG1pqm0LD045tmMUjdARPN08UTwX
2qoVagttkENivHVMcnmTP7BGbVNCB/O9PE/PMqqhk05zeMnIw5eMPIDJyEOYjAogJqICXTKqgHSz
JtHwmRapn7pB7G3uvl2mOYNKrAtwQ6OoQ+++cAapIeLF9txivVKau8KZiGqa2P8ymrnXzjxOM1+m
nZwmRaWspKnbWUS1QyPKJzlCVOGAealeKcVdwVdRJcXy0exQz/lSi1PMl2gjo1g0lC5FNpKuPlgy
s/FV1YrPTiw80YjrkFWQsQfiqfgwnr8Fw8gZamHBMHIxnU3Sc0RSqUNJo+TnIpmjFN8S6fBaEUGO
Z2U4VeApLzZyj3TFGnsj5Hk5mV5ncx3hM9otSOcQf6WVv+H4jCl4yTsKwhLtebSarKIyxy9VjXLH
3+pr66VfU+NljvvKAesUD1hHazyDN92T+ADfYnjpgF5+fCvqFQ5wje+tl38PodUf3o7PM4wvYuME
auXOKNTugEl6FFHvLD5MC3FoHD6EUDSL5hotBecaFeG5NM4pPpOe8TG+QnrFESJevvjp4NUhDwty
Gcs+rmJgaIYpBIj5KcZV4AtbIY+j0HzbxLoR4ApBaL6RgFfJeewJ0hX4Sb4fH794WZ7oO5bIG+H0
5r0r9knK2engsuztpX3LDsrkMp0vGjahnEsgIrqOTlnGORFHn82MlqGkxJPqIsc1qBzzXpnjLBld
La4g2URBx8LRHZz6idLjXx1U9m5Q3btBde+IyrGK3mFdCJSgbpQeWl8Q4LdGp+gmAlpSMGiyH2P+
Y8h/XNgfQEZpviJZ0vd+b7faH23O9QKE2hyFJTdbIW10Rc2oU8wG6q2Q+xyAH8DoyyDVCJZk6mwV
tTSA40FucFrxcmOqndGLFOzbgsbozRKvX5jM65hOBz4OctAMHPqmI3LxU2jNeLp0L696NDP75sm9
J1a3WppVP3N6UXR7PFqUlenEZJKBSLSPxHhv7+10Nv739GKRnsvVt7d3nc3kskjPrS6eZceKpJbW
2bKQRTi10q39U+Uog6ln0y3nXw52hnYjTMYzAGtpOstNvFofYB+mqrZ4+wI9HFxX1HtYrk0BHMi7
SHDtHvfaia92hWysoELOU5fZGSRgJcCQvKvPpiqRu0rVDp0HAyAl03kJ6csfUZZ1jB88twe43IiN
lji7HOy1JZcN0AbAScwwcFMq+WWWm9PZil7+SMwWDt7iEevP8xevTr+Xf/TdFLr8JjdFekYxylJY
6nCvXC9Ig47p4dCekbxTli1nI8ihtFoZL68tX7V6YNXxoCSKsyk4oGFmeHnCZGcpCB7jhUg6DcKh
4DjiQK8rAxmED066DQhwBaoRudggx6kTsJyB/DHasNWZ0FfViDPjqoPYpvtRXV/okkCXnf2Tcsey
SDZ06ag7AcsNbJVBtMoqH2D+Am4Q/luvfp6Ilr1GeLMFNLN06c4T8MJhmGRqgqfMtvlsnYTqbC1F
7dkQtEFdTM2ml8YNiTB2xsDnter88Q803mxwawy5O3jCGbKy8VLvHB1Vi2VOBL2XufHC4eFOCixr
tu6kt87cXg5ML2uvkjv2clDSy0FVLx8ffP+Pgm6G7hBqH0PmLGcby3/m6nIGxFh0T6auHzkbNG67
u8UaufOA66excVcryBnpOlPjTYaz2lyrlJkpf3rc+ZjLK0VOgN2k5gqAq8txq3lksDd6r5oHNg+T
b8rlllhOU6+PRwaM4xEdeERd824RWSZwasrjJZt7q+/SifYo/hiBEbo5w6CjjOAwG6VX54tH4Sse
q0RHwHgCO2konh0WR79w8sO9pfLJSmmeuBpe2dVu2TX8spexG/tPlnTlieWNW8JEXBaoMUz+VmEQ
rnK9Vk7Ui5iTtIg459wm8h/Lj3TnBEt/gSxxX1PBfU0F5wzvXztxm0F3FqRLcOPnjuM5KpZM+/an
yTm14uqLdbwTN3usVyyPFaPxtvKJpuj6JDWE/z3HBEpJx8h/QYrxePErAInKqxn9huvRVPgNfBtr
pe/p1BB+d/nbOAXXC6qQAjMmRpJu8Xa3XBJkOVlwp5MCaVDjBh2Fj0oStqU1PDDSEIABvfBVGg/x
YSyfDDLKSZzO6aUvyXe2bzrbXKQyzRzHVtDYADWdgnmsoJs/iMV4UGUw0ANhalfKhm/sDt84Nnwr
X4M7RII7fM04s0zGmT9NEpmlEt/UyTbzNWHM/7OEMfeYLobnTUncbDFBrpggU0yQJ6ahc6Z8qjQx
33EPM2q7WNbRTDyyyZxuMS43QTqZIJlMkEqmalzunEnmPsflz5RvJpIhw6jbv+ac+Zpz5j8158yn
SDkT7CW9k5bKOlOK/SGlbLJSDv9ZCQEqToDGaIkAwFKoyH1SWeK4mobGpnB1ptV+WmiCRn24lKw+
l0J0iVVTHM0jRRVI6bXKDNm6OIfJAAfaUw9Iwfybocoj1r9+eNIS2p5sGqAtyj6CQ5aOgjiACNuC
VCoCCLlXmIeTZsf+iMBAfBQIdBygL/IfW1rzvWYQRprzxfd4TwL0YI8pd/RDBBGYoop1jR2CtvEU
w4F97s35dJCekzlLiin/On7aP312ePr9i59e/Gp0UklC0wh3upnahpikAJ5INnnoIDag8l7b2xPP
f/3pJ+RZyNGvpzQGCLog3M8kQxsiCWbMCqkgGXPNNCic0NvpB6PcGY5nC3lAjeWCFE/x7HoPaGcK
OqFDwVAzxfRqMR+raDBEDXEd2ez0DEIFZklDHp3zqbg8z0BfNBrfyJZ9Y/S+Wmz4ja179CNPh0+l
cNkQyZr9k4c1UlGv8zhIJ5dy7crvRsdyQ4VvoqCaG1U2gNUQnmYV9v/roiz1JwprJQd4liKOCwaQ
R/4AZBViNsRlOp8/EAcA/0kB8acgWADaEoNMrjytXhFJXHF0dEBBfsKXDNPiRNpkCpvStfnTr8/k
wfTLP54+/7HhwmKG+jwxCtMee1tw2KiEueyCrlDB6rwh9E4yn/2fgY1lFYxJEghRsX2x2WmY826z
42RGscV2BSulC32MdMIclBbi49gSE7Qa0nWB+hm8WsxfT9Sf6hJoGUue/E/eYvcHN3WzgAi2NBMH
563yQ0WxCC03LL1j9dYuwaNZlqkTp+GF2TfewLKf8pI/TC/S8/zfmVz/1VGtiwrcxrZ5Z/Pk3Y2R
5IERjeW8eaIdSAN/0dDksLExyYbjFHF/GM5Hq22txvYBD4iFKVwo4oQ8N23ECPTO74DqC73cOw2P
h/XCDtvQWLALtN7gRlXd2EDk4SQ9m00JmAefx2BE+P30ItcOdBfTD0wyNBZX2MMQotQ7BhsGWIBG
gumlnNz5QvK5gC2lgXCiV+SmQVjYaZAZDe7PV9KWjvtx7GH06/T5u5iQJX2koWn+1SzC3GwYYy1C
m2UkpnhZRTdBRZG1yuatKDBU+Rkp3CXPi+TRIpZK2+YAaDvpCsrDh43d8GHy4JA7GEN+wa3dbrWL
QojBKSD/ard50JstP5hHuyQsRF3lQiVslUfG47qaeJBuSNSBqpvQcKMmtGUSjtiw3EwnVEa8W0q8
a4h3C4jHR3u/cLTlMaAc7VQotZH18l1xLDRL2mLGjcAuew8zWayT0nGPknhioP8aUhIx5A1VsLqV
zubDtvPq8Ei/+p92G6rxW34+npdApFZKk0pYCX75zA9lOSV8NxE6HYnFVrcbar1JIGw7PhiOaBnx
WbhfQXZ1KYeFMH1DvTj9T5eUizoFctF6hyQj4UpGnbhkBKVvrMMBjji45gyz694dZCXQsiOMnLGZ
iYL9WO4Zf+C8W7S1yxYT4JMlODOyDpDfd/aEETBk2+WX5f93thP2qVrXm22JiBbqWUEHPtN0WiDH
V2Xsw2UM0O/Yrj860LKTNvTJJb8vknAqu421JJixbgMCt6lDo9tDcfwp4W652DNXDprKv8pICPh8
Y2+Jz+mDf07nMT9shGlIB/iml6YZ2WQyxyVrbyho52NdQJ1teEj9ML4Y4l5JakgIRc5wOpVG5FTR
R4nkw8hnTPJnyq1sKV2DWELXQGWLdhBXM5bupJUV355fjDYR34mtR52G40DkomTGhAaS49BQg+G8
6sWr5MVVjCEy8p1dGOaGGut63ymskkezG1K5dfkPvIbWNZXsj+kU5Fun4aocfjZq7YBia1IyZItC
4XYSeLUvNrtid1eQB3ZDDTRb4mMbgEtfzD8++542Snel225Hnm+uPGw7MbtIBY8XhCyUqCBTJEWz
WFPD8YyerjlBkapTsdtreA09MVViLhMPSn60Mhm8v8kmsoUT2bwUWmidMfUgTtR1NSm8ryawvczm
mqj7alJ0YU3YjaUaPrku8nbjl9YE9tqkZLMVwrmODhAkWKaTc/3HMGtAAMYH1gaMtJNrtFTJtdnU
v8H6xNFXqez8dkMNqFzY2/J96qGm6OU++cjjD+4kr+cC/8Waa04QCrmG8Kmccso1dNMT+DfMV65R
mR9Llqe8W26zQj/l2uR7oFBdVaHuqvIFqPImqPQU8BhiCpVasKmYr7O6yn3yR9qw1HPcruulOAOO
QDnMQGq/1U5jdxdzkic55CZX6wlhoBAK2HzL6gxuNrpYfAPYB4487wnr7YEEOhECx5ZCkq93GtVU
uhEqBArH6tVtUS4pMTLHLp3KFn30Trl20SkXPePaBWece8I5u+WWp9nZHAxcmE3SPaaIS0eTc6KU
R53tNaQM/+ZrrOMtNl6lxZwfOusAR6BqE7fmTQ1Hv8tuxjUdQdgcgbLEWtdxpxQq6rt2hY1S6mpK
nJBsOfuUKsLgPKZsYul4dRqskn8m7/pn8l9qmXQaBjryZnLGgCQU2wXMhNlCyFfr2RAHczFFK9dF
9kFcp+dXmWbU4vdQ9Bpa5hbSiY9/RGOJwSsk1RdDpQBRVcxHLFThFarQCsVYhbi/F78rloQxxK5D
Xlg5tpdUIF2xD2TQYoBpo7q3+dwbfY4WyNSlTsvLhOZA/cMiu0QZ7RRuwPQG/5G/cvqV98JbshfE
B9UWnoF5cr83J4kfp0quOMU0PZvd3d3EBSM0lGRCBaH1YMSMlwMdNPS980icZ5gWQsrFIhUzyPwg
zqTYPEvFZYohx/VpAuWRYg+HTeyD+EJ/ShG/q86GYCKsxIuNR6lXtQ/+hhNSkmho+ZPkXeovCr1U
9gb+1mWNj63zHfCOBgIAkrL2HwVLWO48XFn+SLy7PBAKGFoHdSdhQTQEzy5u7mP9MC48qE96AsQu
TQAYDx1JwrxoCAhSIo9UsZilF/PzVEcqSc8/pDlEwUdPgvWZSnxs2uX49DKFlZI69gS/4UR40sPm
fqBOdPhTHegfrSyvtxAVXMf24gf1lqEXTfZCbTai59WwL0wNN5WNaeJuRP0VUX41Njo6/7bui+6I
XIFK7JdPehsbF1PYoilt0RZEAfoR08F81GF6ZHu6emfPSAvg7mlxNYf/fzNLh+PsYrg+zOZngDPD
rDDp2dsHAgm9etF/8YhyFXxIZ5dQ5XIqj6653GA5WJYzuIERA4TO0wlm7hxfBEHXdKSCdQzVph2Q
ZEEIzG9DGIanh1FO4Ji0aEhikRVJqFtlotyqLKuNmXg26uiIZrLh/FGjTClJ+JFuiffcs75to7jb
x6vAx5jG3lDwO7DANreaO8s3NSTfdcg3FfnufZHf4uQlaepApyk/cB/kd3zyTU3+Fq03YQNZ0EB2
p20+AmzZ+XT6Hm2rwN+lkGCJ3QkYA2P85gIWNuJp575wiuuDCai4SD6PkErmg3uQU7Ud4h5E1YBU
TWlV7+VgX/9p5RMySn0ZOZUY1HqCquBSFGgw6Q7d2+yxwY7IsR/lJqktxP4ueDwr/1v6vna+Fwq6
cEHqLjEYn0OTLDaQGRB8UtXORPQoQ/KUhZgzCDsuFif1Ll5184rya/ejsplGQut+tosFdKBwt3Rv
ebeQOZTQhQHa0Mcd0hqovI2oTU3Vpu6Xa9OW1ya6xbq3ucXurU07kTY1dZs+yzgVXJZyt32rmHHF
IULSqW8lG/c2s7Gv2ZLrGKag/Tma7a+uL/p51fvml+39Z/t8Qf+/YN8/06f9r3/BNfeZJ3xjDY8E
khgx9CPzNXOVKV+Z5Ptmkv9SJh3GEHKO9TOxyjhgqDgqhlYwFYpCWNDPnH6CggqMCgtiMTOtkyJj
AgLq59nVcLqOfk463TRk4ktn47m81bN0Ppa7AltBE8i4RLQe/B9QSwMEFAACAAgATQRoLXAJKPF0
AwAAcggAAAgAAABnbG9iYWwuaJVWa2/bNhT9TAP+D3ctUNhZPdXOY1ldbJBtJTMa263sZemCgNCD
SojqVZEyOgz777siJVmS0w3Th8g8PPfecx+k8pIHsc8CoNc3m5l5Q3+l/d5LBHjMWhiiPPbC3Gfw
4uue+z88vWhCaZJJx1Vgv2ecwGg0gsjxssQNE+8zRInPhAJPDOWrjLDaLCy6XO8sm5A3z8H0Ixk/
h5/dkkmNkwq3TUJOj+m2iW7OOvh299vV1XJ9TX7sbKw3OzrHHwsyvmhk4waZEzEQKfN4wL1vJbNY
2tZ8R76RzofNjbmzjlKamfP3v5v2gjSS0jtXG1tvnD4bB8WuLbq6Pcqu3sZCnRci+z35Z8qKTguZ
5Z7s9/7q90jOY3k6oRLcPHCmHcDtAq11mojW+kQ6PGwjQjqZbEEhix/lE0J/93szLlEKc6Kp1lfr
n32wrQXdLv+wAMb/It4wwGceTlZmsFi9AdFbzHtjQ7QX92cPyjURTzidgBogzZhP906YM3F/8XDf
CFVQSUFxPEXyecY8yZO4IGo3xW4xyBXzS+7EckqKB6U4rkjCXDIN1wYBZyF68+S0BRQx2kiQZFQm
6THoJlLHxyBVntUUKrzOeHwxPSzTugIV8qVESsG4wpoUcjOJLlP+lYWQMZUF5l1loPomHP+yNEXL
rbkAXURAgUVhWXa2H+kwom2GmkjH6mBUmtTF8nVJy5XnpnXi1emTeRA0k3ZpnaZhHECV/Piha66b
qpqoTnZtoTeifdeTz0LpRPtG/11ajGIl0XcrxTqO0qfy0/ee6wjmw8qCQcxwfn219THFQq+sYSnN
8T7nKSQBhI5QU8oesR1os0dJSSYMrCJSDzlz2mk1p81pr4rPad21/9MzZVZ07T9a1mzyY+RVFYk8
wUIlBI/4ypzbm9nNZv5eIXgfSLw5KeVxWJx05F9SPCqPTOIJocJzQpYN6stClfY1+iUE4HCF5NFQ
n38ewEBx4B2cF9UkGZN5FsNlWYjG/uQcXr2C77RxTSy3v4fx6RAMmBzb/dSkT+AEGv1u+28SK7cN
IZ3ItSsYge4lCwU7cjGCC31ZFkMJuWBBHurvqmhdmcv14O41fBrCYHA3fDf4NPwF32/xPWyQzLsG
6efnSeZsiyDgM1CsN5o0wj8N1nZ5vda0mjV+OxoPy4ucxT4PiH7w63n4N0J9MP8BUEsDBBQAAgAI
AKWEay1xDEAtmAcAAHEYAAAIAAAAbW90aW9uLmitWHtz2kYQ/xvP+Dts35DwEnacxE7aAYptpsF4
MKb1ZDqMHifrGqFT9bLVTPrZu3sngczb0zAYS3u7v33vndR48dU+hwcg/wD+mPR/hcF176J2DHjZ
G0J3+GuvqxZrAAMRceFBqFvgMN1iAVIX0mOHh+AH4j7QZ4CXugd85rtsxrxIl4LCBh18PYjoSngM
RAAzEbBMp4KZcIsJiIRwESKE0GcmtzmzgHvQvxk2+r0uaMfHb09qLQgj3bP0wKqTdhEy5ImYZ3Hv
XmFFAmKkRmRZKOzoQUdlM2HFLrGCg6KShHbMl9EDKzYjVB4whaJbCQ/RgMjRI+C4QpgzPUUIO0Bd
DNgjDyO8QudQP3IgoCn8NOD3ThRWMRRWBuWlEMamIyEeROxaYDBAWEmk0KQ/ofSDBwEPP0m3yDp+
zz3dVRAWS5grfAw+BnGtZ6gNkN5wGFkx81GpNAGVGCH7O0YLFRSzeCSCUK5FDuM5O2do8wN3XYxQ
wsAT4HLd4C6PUrDRNTI+U66A5hbIhFqYL1NmXAYC64QneJuwkLQETNj1zVVjB4zN8c4gFTGYWEkB
2hpGATfiCFMXkcmNXFmqkJAae1SUqAQiFsxCZSSDi6tbuGAeC3QXrmPD5SZ84Cbz0A2sMJ8ooYMJ
NjIkkjknO25yv84FQkuXzoBx8gISFoRU1K1cSwZZRZ8VTBnzivZjonySrMjsu1ghc+EtcVi4Kyuf
FDiY9bwIVXqwdjAXduxWFQiyw+/98eXwdgztqzv4vT0ata/Gd2fIHjkCV7F4FBi1JnUVuhfoHiZW
2Apj0Bt1L1Go3el/6I/vKIPn/fFV7+YGzocjaMN1ezTud28/tEdwfTu6Ht70sE5vGJmWNcyWeNt5
y1ss0rkbFiJwh6kOHdkTsuwCZjIsGgtnBvXS7mRmLeYKbETyV3VHFtMz4DZWcoSFHXCsIRwNK2lW
AItcV6HvmfUqvHoLY0ajDK5d3cQM38QEcXTUrEJHhBFxDtoAzZamaTXtqPkabm/aC8++71un6DVB
1p1qAlpdO6q36q+g1Wy2GprWaLZAe3X6qnV6pIHpuNB79OH7XP7rfRqHB4cH33Ebu8SG6WA47g+v
ppdTpCGB4zwu0ojTM93YYvBtvd7wRRDpRt35dol+7wpDdyX98KDRAFsPIyiX25VGq/KitYDuTXpX
SC2VyrT4rvkL/r7UTvG3Aj/Cv1pFasyYB5N/WCBwDcoSq/5Yef++3ETOH9V9mt1XijI42nS33K52
noqVO3TxVJRoqRQ/PAhpdzKxxjy0PMYd5Kg1jSCgKkCPP2onf8L7w4NS6TNgutVX2/Vt4Re+nMmY
qCJQYxGrWQLTXoHgLlMDNJ/wGQ1CLErc6+Tml9Ne106g9jP+e0siDQUNv8F7OJa3292Yvj5RnsBm
N5orX6JLNzJNrb00vfn4pqhoCVyDIqK2F+Lbj8dzxAwri+48vvcsCph9ipuFa8Y0ZHF+2LjZeCbN
Oh03aV/Q6UDNZmp9Cw8WcoJnpwS56gtXnVWcRtJwEpp+xOuJYIbpUUDZrmfodChAVusRK9hK6/O8
ZO5Mp9xzqTQXfr1Bt9BeNHaK5pWXFjJGXPGqVHEbl53ty8kO6eV1Ge3HdcR0HdFwhfmpWsIMyivc
qvCIF8p5+YYCpp1kccglc0GrqGNOXKuDNj+LYX9+VlkuhTjR8YiE00OGW6vAu3f0+xLKVioJFfhM
NhHDD63KL63TZuUl3qR0o+GNNKpkYtageUoqAxbFgSfDTTCoGgdH+RFyv15SZhvQkkrSIjlV5Be5
mWc5sLYEnDwLmGTnH5CO1cjHDcpaS8qcDcooYgucLSpLpbWe4YDVYzda1pb8f3XbXPxCaf+S97g6
H8nD7ow54qFwKMiaqSpPP3LfH0ywusIIH1Fo/Y/q3TP7cjpLdrUmAOzozm0cyW6MNSyFNl2lpxvo
z2jWufCk1x3jUQ83rURKzpgexoE6iDq6a9d85n6zKraheQutW54ltZ9pL37Sv5KaVvImfm6T5qA7
yw0NzVX9z/Z9lspc51dp5Vzzng1W2uLxc9v62aoLrq+u7Wr6RHAre+HQw2frmdyVO5PhdXnQudbp
ISnvFl/eVnMVeIAftQe9/tX5cM5iIwMrcNA5VQR45Leg7OOBtVI4LCy4nu5TaAObGn5167q/uj5o
d0fDzodh97eFOdOZEa4w9gfti16Bh2baHjyX+zBN9kKaPA2RoZufVIzsGMuDFaK0jLYa8jnrDs3G
Hn4a+/hp7OOnQppUzhYl1lFF1hUzHwfjujJbKjCEXpPTmVFkWBqIfMvaX8W1p9aacbAquK1MtjE5
e3El+2HtZDP2scvYyy5jL7uMVbswwtqJ3FYtM5qawmLhIvGHB8vD5ZIeAKxyacd8WS11TBNWerSF
Y7UZ1rngj4pVvoljshsjq29O7/kGPR0fLNOQh+WNAtWShFy73C06ty00a3rCH3SyMbfcD+eUjYKV
59yzJC03cpumTSMny0Mle+ymhzpLPdVhBFw8K3r48+QkqA46hwcX8iXGvCDKW23IdogdVuxiWy6J
XQWxqxw2F8MThnkK/o51FSpak+9e6MW5nTUPRm/xLkjG7D9QSwMEFAACAAgAK4FrLY2Diav0CQAA
CyEAAAwAAABtb3Rpb25fZXN0LmjlWVtz2kgWfsZV/g9nJlO1mMEC3TDEsw+Y4ITaYBzATlJTW5SQ
GuiyLkQS2Exq/vue7pa4SC3LD/O2VHCkc/n63PrThUbtH/ucnwH/Anx7HHyA4X3/46UBeNgfQW/0
od8TykuAYRDTwAcSxdSz+OGKWA4JUXkAma5oBOswWIaWB3ho+UC9tUs84sfCKViABWsrjNlR4BMI
QvCCkCRLC5hH6pAA4iBwESKCaE1suqDEAerDYDJqDPo9UA2j07rUIIot37FCR2GrBxFBm5j4DvWX
AisOYIPSmEUWBYv42cLFvMDZuMwUVujKRRjHXo0ZOBs7xsVDIlAsZ0sjDCBeWTFQ1DBMz9ohxCLE
tQiQF4ql8ZeYHK6PFghoB+tdSJerOKpjKZwEyt9BtLFXHOI52LgOzAkgLBey0uz+hd7PPoQ0euJp
sejokvqWKyAcsiVusMbiYxGlmeFqgPLGirAovDUuykPAReYR+bHBCAUUcWgchBHXxStCU3NKMOZn
6rpYoS0BPwCXWnPq0ngHC0yNBZ8sLoD2EfCGOtgvm3ecFwLnhG7xdEsitkpIgoVSPDWLkJA93jXs
gg3YOEkhxhrFIZ1vYmxdzEJupIvtBBJKNz4bSlwEYhJ6kQiSwMe7B/hIfBJaLtxv5i614TO1iY9p
4IStmSRaYYPnCRLzuWVxTNK8bgOE5ildA6EsC9iSMGJDraWrJJB1zFnAVLGvGD82as08L3j3XZyQ
vfMrdTikyyefLbDCrqdDKNqDs4O9WGzcugBBc/g6mH4aPUyhe/cdvnbH4+7d9Ps1mserALU4PAKM
bU22qzC90PKxscFCYAz7494ndOreDD4Ppt9ZB28H07v+ZAK3ozF04b47ng56D5+7Y7h/GN+PJn2c
0wlhoSUb5pV6L9It75DYom50VIHv2OpoxfcEH7uQ2ASHxkHOYHupvJnJFnMD3IgsX7E7kppeA13g
JMc42CHFGUJqyLVZABx6XYeBbyt1MDswJYzK4N61bOzwZMMgdL1Zh5sgipnlsAvQ1FRVvVT15hU8
TLqHzH4bOO8xawY5Qw5VVvUtqIqqaMoVaM2m1lDVRtMAtfnebL/XDIh20RP2vP+yht9SlH/u0zg/
Oz97Rxe4VxYwG46mg9HdrD+Zzj7NUI5CisyclTMP33Y3DoFfFaWxDsLYmiurXzPypRvMLZfLz88a
Nc6w2D0Huyjyh4hYoaA6yyO4FaJkJNLiCKLy1rMjkQi50WDbhu2gECl3a7kbcoh3+Dgbdr/N+uPx
aFypGs1OCwuvma2LJJDB3bQ/hjm1xHr8tIF/x12cRJtGfGd7a7I0+BUHqXK5xKUj0Gr+nAdwWElt
zbj/7GbQnVRMVUvW2BI7ZrlYa6huXRuB3diCiP5FLjCjIOC0cZT4L7BwA9zNvxzD3/UHHz/Npv27
DzO19U1tVdSmYkrV7W/tSsVQmlklykVkFb2ZRHZ/WPR5RbH8duDHYeDy62XY4H+N7b4SJ/kOWMIs
kEqFJxqxi7nNELAz6In98OaONcPs1dafuvZf+Pf5WeUnsE+T/alX0eqiqio46bqJbcmmCL8D5niB
HFZJTVXTbGu1IkNIzXS1c9WqvQHP6JgdtRyv1W411bfgtTtq+6oMT1NU1TS0cjxN0c32Vbscr6UZ
WucteB3VMM0yPF3RdM3Uy/F0xWyrZrscr9MyX1l2j2coertdXj9DaZutqzfEZyr6lal2yvBMpWPi
nWM5XksxO0azNN8rnD/deEM/2oqqaUbpPHeUpt5qvQEPKaF51dJL5xmvMG/Dw8kytFYpnqFoRucN
/VBbuIHV8v3bVow3bQ+Wh1kansbmpd18A14H09VL8fQW0kZxeyt/X5fQYVuwIbydDpG6i8gQ5XLD
YjKUo+WoUIaVI0I5Vo4G81gSEpRhSShQhpUjQDlWjv7yWBLyk2FJqE+GlSM+GZaE9vJYEtKTYUko
L48lITwZloTu8lgSspNhSagujyUhOul85WlOMqt5kpNi5SlOgpUnOClWnt4kWDlyk45qntokY58n
NilWntYko5ontYNRQml4o+1tFZf4S/YMZc1dkqG5DULp2ixGM1T/qeuM5X5iIGodtDrodTDq0KrD
VfIPNZ06iH9qM/dljk2pJmuhFnw19j0/K2DkD19YlEYa5CV6XDIPDDb1OT+Ld2vCHojwqXtjx4yy
eSGWyZPmghLXiVBcYYie9TJzXurgUV/8z853yfnumpntaxSyx0nqL7n0sd+b4kP0OiTO8DEr+XIq
qtmbMCR+LJemxukyNTqk/qT7gQsPbWozFYzJokj+qUjxWOhRqOk9FGrkPr1N+FCkeNyXcY/ypcj2
tOLiCqy2ZNL2qZD2nSVxvlInXmUUt+ypNa0wrhITb70//bEm7v7EXoWBZ12zcRFTwp8w+TPVOmCv
e/gjrUNDfDxkL6yIJIl5QYfmRR2aF3VofuhQMjHzo2nb5zdP88MZP4o6E2WCIKTe9hY30bVEfpPK
RSzppEJIFgRn1Sbelqn/xu+EP/5/sGIrs++2AXWqvRWxn243vn1RPWxf3F+Hkx3jAv452t88DP6+
RvRKqDC6jPFh8b0RO7k4po19COKoh72jDjZRRT7LSvzA2GalAz8Wq56KRYxZYyHlMBIfNquHcGqn
SsHU4gVTz3LtDZ809koLSaiBhAShxV5NV/l7bnexpi/EjS64fUhc/j42fQk2G3Z749HN51HvPzNY
BxFlxWSWjX1ZWHtgNqO+S30cjSWJZxy/uuefpKAJJbJ0AHJKwZsFSk6er3mmysxV6EUuLrCeu4H9
NIv+qlcaNXGCk+IRP+ID1GbvO/Een6UucX5mTCHHXRH2sl+uW7DNJlf92FghYwriYm9+sqZyUnli
G+Yw4uKtmSg5XsZ0Df74A6ocFi5Bxe8RzqnrCsNClxMEdDk1coNntLk8NuIDVnlCsYZdEHcPPH30
fqmlVeSL1URf0XQ4uKuyBevwxDWn7qJE7AelnQxgJwFIMC4PINWX39ULqEEGgI8dA+h+q2I2xwEc
O+8KnXc5Z7w5yHMUDC28zvI6sW1ZTRhKcBO8yjPCar6nqxPeOYVFTrO8wHeEpA5dZ5uRTFjDiTg7
xuExCnG7WhjOyHV4RJx1XqfazLyKnwJvXWsZHeuHN/wd436BNT8VFgd2OaiHNyfeUosoGx7vmhC+
SuXzIHDPz0Sk/f1vltXXYqzA7bg77A/ubkd7fXKnVWywv76lJkI8GHY/9g+rsAtymcFjKULG4nCj
8pl6NL7IjsD5majQfbUIsS67l8qGXKx/LPM/NsisjndsR0oxeKfnuwy6dPSylfiysZJuFW3Ag9cr
s1A+ksUWIdmmRiyN5MU6P5cDXiS3Qe/ogv8cMxnep/OLh7P/txl+x369X/CC8CNx98au1Kc/SPHr
8/8AUEsBAhQAFAACAAgAtbhnLc1Ed7wFLAAA990AAAkAAAAAAAAAAQAgAICBAAAAAGVuY29kZXIu
Y1BLAQIUABQAAgAIAM6aay2B8Te1zD0AAMhJAQAMAAAAAAAAAAEAIACAgSwsAABtb3Rpb25fZXN0
LmNQSwECFAAUAAIACABNBGgtcAko8XQDAAByCAAACAAAAAAAAAABACAAgIEiagAAZ2xvYmFsLmhQ
SwECFAAUAAIACAClhGstcQxALZgHAABxGAAACAAAAAAAAAABACAAgIG8bQAAbW90aW9uLmhQSwEC
FAAUAAIACAArgWstjYOJq/QJAAALIQAADAAAAAAAAAABACAAgIF6dQAAbW90aW9uX2VzdC5oUEsF
BgAAAAAFAAUAFwEAAJh/AAAAAA==

------------F61C0321FADB56B--