From mboxrd@z Thu Jan 1 00:00:00 1970 Return-Path: Received: from mail-il1-x131.google.com (mail-il1-x131.google.com [IPv6:2607:f8b0:4864:20::131]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (No client certificate requested) by lists.bufferbloat.net (Postfix) with ESMTPS id 021AF3B29E for ; Sat, 10 Jul 2021 11:58:32 -0400 (EDT) Received: by mail-il1-x131.google.com with SMTP id h3so14073725ilc.9 for ; Sat, 10 Jul 2021 08:58:32 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20161025; h=mime-version:references:in-reply-to:from:date:message-id:subject:to :cc; bh=pB6Hhs86Yo1rpHMDrrIQl3G7MruA5VZWIlBkg+DG8Lk=; b=focv02HzbweyRQVD8iOet4h/BUYfk0CgFWWKaiOKECUc6SntZI9vP25kUK4iTTtBjv XH1cLAcFvFk76s2wUeiA+qIpK1kp0LZvJ1zUk2KB+4hdiGz4zXDpeyDeKGNpINRGPQxj uBkiNWOPl05uPuAIt4rsq7ZiBhx2H7qxIhY2keS2DikUOV0kn5GgRz/5ENQZfIhn3Q4C 8xeSgHDUPrfjcMbNJOiSjWBADnKwhNpCTZAel2rWISwexIIz9X30k7PWnD6hhX0EQ+Du EV/vmvlQHeaR3oqP1+KoklN95yYB0g10JSDBT/1DcTK5NkD1I0u68F+f4pTgpdxtP72B FuiA== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:mime-version:references:in-reply-to:from:date :message-id:subject:to:cc; bh=pB6Hhs86Yo1rpHMDrrIQl3G7MruA5VZWIlBkg+DG8Lk=; b=JyzLrZfLJ6O/lRjVROMucQiR0gWZPeFdOrj/uxHB3zV9+IGBtaOn3GbNXU9scfQbWH 4SoGX7stbfRe/nd00d8DUVfVh52S94GlARdEUor0quEm4MZLVfgPqMjq73cUCC/e9B12 9J1iYg4fzN+Q6hpkCwtmrPqcvb/3ZPp5+uZuloeUNOzGKkRcsg1DLZ00Pfzab5dyftSi VDVka/OTQwczed++GRAEQgQ7TUeUWfYFOtYgBnd2K8aWtEpM7uWGRzL3LIUb7S3jR+H5 28AfFk5mHZkQaQ3QZul0rzFmWQqDAXsAnoIPrvhMtag84+9aQjwF64dLmcZBVQr2RMUw V4hg== X-Gm-Message-State: AOAM533aifZLhnidIURmjKId2U2fDRKPH7FlsdV2Sf07ijBYkyUKwk7t E4q94857uMcfbs0cz4qrEyBcHZJsIIEmmqnGDxs= X-Google-Smtp-Source: ABdhPJyzr6NDgI0X2ioqgGuw96BrZiJIH7h/gmequsS3nniC4KRVXrNLlCHpiXAHLN3XB7iMIwISeFF8x+yAWDLClBI= X-Received: by 2002:a92:cd8a:: with SMTP id r10mr7364852ilb.287.1625932711980; Sat, 10 Jul 2021 08:58:31 -0700 (PDT) MIME-Version: 1.0 References: <1625856001.74681750@apps.rackspace.com> <4c973572-ab02-2424-c246-6607b8cd6dfe@sokolov.eu.org> In-Reply-To: <4c973572-ab02-2424-c246-6607b8cd6dfe@sokolov.eu.org> From: Dave Taht Date: Sat, 10 Jul 2021 08:58:20 -0700 Message-ID: To: Daniel AJ Sokolov Cc: starlink@lists.bufferbloat.net Content-Type: multipart/mixed; boundary="000000000000ba12d405c6c6f583" Subject: Re: [Starlink] Starlink and bufferbloat status? X-BeenThere: starlink@lists.bufferbloat.net X-Mailman-Version: 2.1.20 Precedence: list List-Id: "Starlink has bufferbloat. Bad." List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Sat, 10 Jul 2021 15:58:33 -0000 --000000000000ba12d405c6c6f583 Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable On Fri, Jul 9, 2021 at 4:07 PM Daniel AJ Sokolov wr= ote: > > On 2021-07-09 at 3:58 p.m., David Lang wrote: > > IIRC, the definition of 'low latency' for the FCC was something like > > 100ms, and Musk was predicting <40ms. > > Indeed, the Rural Digital Opportunity Fund Auction defined "Low Latency" > as "<100 ms", and "High Latency" as "=E2=89=A4 750 ms & MOS of =E2=89=A54= ". Except that it didn't define it under "normal working conditions" - as in having any load on that network, nor did it recognize that above 40Mbit, the bufferbloat generally moves to the wifi. (not just to pick on starlink, most wifi setups are pretty broken, as are most isps, as soon as you put a load on the network, even a single upload flow messes up voip and videoconferencing) so my hope is to move the FCC bar up in the coming months (I was just invit= ed to join BITAG). I do hope that we see better routers being mandated as a re= sult in the next funding round. > MOS is the Mean Opinion Score, which takes latency and jitter into > account. For "Low Latency", jitter/MOS was not defined. MOS goes from 1 > (Bad) to 5 (Excellent). MOS is one of my favorite metrics, along with page load time. The attached graph shows what we now achieve with airtime fairness and the fq_codel scheduler and AQM algorithms, in 5 shipping wifi chipsets, under load, and with multiple stations present. From a MOS of 1, to over 4. >From the paper: https://www.usenix.org/system/files/conference/atc17/atc17-hoiland-jorgense= n.pdf > > https://www.fcc.gov/auction/904/factsheet > > FYI > Daniel > _______________________________________________ > Starlink mailing list > Starlink@lists.bufferbloat.net > https://lists.bufferbloat.net/listinfo/starlink --=20 Latest Podcast: https://www.linkedin.com/feed/update/urn:li:activity:6791014284936785920/ Dave T=C3=A4ht CTO, TekLibre, LLC --000000000000ba12d405c6c6f583 Content-Type: image/png; name="fq_codel_wifi_mos.png" Content-Disposition: attachment; filename="fq_codel_wifi_mos.png" Content-Transfer-Encoding: base64 Content-ID: X-Attachment-Id: f_kqxy6tr60 iVBORw0KGgoAAAANSUhEUgAAA5kAAAF6CAIAAAAcewt0AAAAA3NCSVQICAjb4U/gAAAgAElEQVR4 nOzde5zU5L0w8N9y26zcIiAEEQmKJVKEWKUN6pEoHomfqo2tlVAvRCoSX7XGtx9tbL1M2/fY1BYb j60M6jmO9pxj8Bov1eA1VsWgoFFQg0cg3CTICgG5ZNjLvH/Msuwuu1xnN5Ph9/30QzNPMskvDyPz myfPpapQKABCCCGEEEIp1C3pABBCCCGEEDpEmMsihBBCCKG0wlwWIYQQQgilFeayCCGEEEIorTCX RQghhBBCaYW5LEIIIYQQSivMZRFCCCGEUFphLosQQgghhNIKc1mEEEIIIZRWmMsihBBCCKG0wlwW IYQQQgilFeayCCGEEEIorTCXRQghhBBCaYW5LEIIIYQQSivMZRFCCCGEUFphLosQQgghhNIKc1mE EEIIIZRWmMsihBBCCKG0wlwWIYQQQgilFeayCCGEEEIorTCXRQghhBBCaYW5LEIIIYQQSivMZRFC CCGEUFphLosQQgghhNIKc1mEEEIIIZRWmMsihBBCCKG0wlwWIYQQQgilFeayCCGEEEIorTCXRQgh hBBCaYW5LEIIIYQQSivMZRFCCCGEUFphLosQQgghhNIKc1mEEEIIIZRWmMsihBBCCKG0wlwWIYQQ QgilFeayCCGEEEIorTCXRQghhBBCaYW5LEIIIYQQSivMZRFCCCGEUFphLosQQgghhNIKc1mEEEII IZRWmMsihBBCCKG0wlwWIYQQQgilFeayCCGEEEIorTCXRQghhBBCaYW5LEIIIYQQSivMZRFCCCGE UFr1SDqA/auqqko6BIRQJZs/f/7555+fdBQIIYQORQpyWZ7nkw4BIVTJBgwYkHQICCGEDlFVoVBI OgaEEEIIIYQOBfaXRQghhBBCaYW5LEIIIYQQSivMZRFCCCGEUFphLosQQgghhNIKc1mEEEIIIZRW mMsihBBCCKG0wlwWIYQQQgilFeayqELFrsYQRZRkRUmHU5nar+TQ1mRF01RZMVyseIQQQp0rBet+ IXQIQisXqZZFAxAExfBk0vFUpPYqOfY0QYOcp7MQmSIrka4tUwnHiRBCqIJhLosqUewa2YjVWZ6j iKRjqVjtVnJkadmIt1kAAFKQGFnTPdlgEwsSHRm2bdv2+uuv/+hHPwKATz/9tK6ujmXxU4fQkQL7 GKAKFDk5y5t33cShJCO285g7Dt2cJvGKFTiGxLMMr5hBHNqayDIMr1ph8ajA1jUjm9VViVetuKtv ofy1W8mxa7kxzdLFVyTNUKHjBC3f5VuGIoiG65uqwDKsqLtR5OVknmFYMesV6zn2cppuZA1NEUXD 68qbQim1YMGCSy+9FABqa2vvvPNOy7KSjggh1HUwl0UViBSyflTY/NGzKuXezAuG32Y/QRGB/ZZr OSBmbVOJc4qs2iDnXEuBrJJxAQAcXQsEVVE0QxMITGX31m4lR0G4BUhyd5cOgiDyoR+0ehsVuvNd 2/EZzXIM1svIctZndNs1WE9VzRAAgpxq0rKqqLouMV18VygJhULhnnvumTlz5jnnnPPCCy8cwhnO P//8/v37A8CgQYPOOeecUgeIDsWLL774k5/8ZM6cOUkHgiof5rKoYpGsqDvuHM7XdafVDoKkGZqq pgSJp0mC4Xk6JnhJYEiC4Tk6CoMYAAgiyimSYQcxq2gC9lTowF6VHAMQRHN1xW1/BZAUy9HVBCuI LEWQvMACMILENW2HfggABEE4GUk1vYgUNRmz2cr31FNPHXXUUQ899NDDDz88atSopMNBpXHhhRe+ ++67P/3pT5MOBFU+zGVRZaNlTYAwbNvPgNjHdjH94nQry/mZC0ZSrGbjaPx92lPJJEVXQxTtzmCj OAaKoTt+J7G7ultuU3LOkglLPpWixZyPbeKVL5/Pz58/f9u2bSeeeOLJJ5/c2Nh4zz33ZDKZBQsW TJky5fbbb9+0adOsWbPOOuusf/7zn8W3PP/887fddtvkyZPnz5+/75MXz3bXXXctWLBAEISf/exn 3377LQDU1tbefffd06dPv/zyy+vq6gBg6dKlv/zlLy+88MJbb7316quvXrNmTRzHt99++6WXXnrD DTfU19d3dj0cCT755JM777zzoosu0nUdACzL+ulPf/rxxx9PnDjxT3/6EwA899xzN95440UXXfSb 3/xm1qxZALB69er/83/+z4UXXpjNZlueyrKsqVOnrlu3bvr06TzP+74PAPX19XPmzLnpppv+9V// NQgCACgUCvfee++1114rSdItt9xy7733AsBbb701Y8aMCy644O233+7yOkCdoIBQRdv58vRJf/i8 bennvxpdPeXxnfvYXr9+faFQ2Pn547PG96+eNGd9V8acOnsqef0jU/qP/tVHxeLNj0yqbn7RfOyz P6oe0VTY/vbO9et3FgqF9W/+ZcoQGDLrzS66CZSYurq66dOnDxkyxDCMhoaGQqHw/vvvjx079i9/ +cuOHTv69+9//fXXb9y4cd68eVdeeWWhUHjmmWduv/32QqHw6quvXnTRRcWTDBw4sLhx//3333XX XS3P//77748YMeLBBx+sq6u7/PLLM5lMY2PjBRdcsHr16kKhcOaZZy5evLi+vn7y5Mn19fX5fH7i xIme5xUKhauuuqq4MXPmzIceeqjLKqRiDBkyZOPGjc0vV65cedFFFzU0NOzYsWPAgAGFQqGxsXHg wIE33XTTihUr5s6du2TJkuuuu65QKKxbt27kyJHFI88///wtW7bs2rVr7NixX3zxRfPZ6uvrjznm mF//+tc7duzIZrM8zxcKhV/96lfPP/98oVD4zW9+M3v27EKh8MADD/z3f/93oVB44YUXRFEsFApL liy58sorGxsbV61aNXLkyMbGxi6tFNQJsF0WVZ7Ys3JWsT0vcrMmlVH2ek4dt/gT2t32DN2JgGCk rCGS8V7Pyo94HVQyJWkS2Hax86xtBUJGbW84+b5qHgJTzwUAFK/mMpMAa77y9ejRI5fLvfTSS08/ /fT1118PADU1NYVC4aabbqqpqenRo0cmkxk0aNDgwYN37doFAJdccsnvf//7JUuWLFy4sFiybzU1 NcOGDZs5c2aPHj00TVuwYEFVVdVLL73Ur1+/+fPnf/vtt7t27dq0adOKFSsaGhp69erFMEyPHj1q a2tffvnlRx55RFXVL7/8sra2ttMrotLRNP3888+vW7fupZdeamhoAICqqioAuOaaa0aOHHnttdf6 vr9lyxYAGDp0KEVRAPDyyy9v2LDhzjvvvOWWWwqFwvr165vP1r1798bGxkwmU1NTM3PmzOXLlxcK BV3Xp0yZ8u6773755ZfFz8ann366fft2ADjllFN69OgBAA8++OCmTZtuvvnme++9t7Gxcdu2bUlU BiolnJMLVZ44tA1ZUile4BheMXSuzeyycWCbTpAPTNPlRNLPueHubS/nhPnQNF1eIWI3IysCz0BA 6lmFTuROylhHlUzwhqWpuqIzZBAIVk5qPbls6OVMLx+GOcvXuMhu3mYjq7ht+zpDhDlFDgSOCj0h p/Ndf3Ooa+Xz+erq6u9973uvvvrqySefXCwcNGhQMdHp0aPHoEGDWh7v+/7tt99+5ZVXfu973zvA Z8Q9e/YsbhxzzDFHHXUUANx+++3du3f/8Y9/PHTo0GL5VVdddfrpp5955plnnHHGd7/73eXLlw8b NswwjBLe6RFux44d11xzDc/z5513XjGtLBo7dmxx44c//OF//dd/nX322aeccso999zTrVu3zZs3 n3POOX/5y186Omfxb7Zbt27HHXdcVVXVs88++8ILL8iy3PxBuummmyRJsm372GOPve+++wBg8+bN M2fOLM7ghn+/FSLhdmGEEEJHtt/97neLFi0qFApffvnlBRdcUCgUlixZMmnSpOLeIUOGFDfefPPN qVOnFgqFn/3sZ0899VShUHjqqaemTJlS3LuPPgZLlixhGGbTpk2FQiGbzT777LNffPHF2LFjC4XC zp07J0yY8N577xUKhVwup6pq87vq6+uHDx/+2muvFQqF2traYoTooLTsY/DBBx88+OCDN9xwQ6FQ WLduXf/+/YvlzX9xRTNmzHjmmWeaX3722WfHHnvsunXrCoXCJ5988tVXX7U8eODAgZ999lmhUCj2 dS4UCscee2xtbW2hULjxxhv/8Ic/FAqFHTt2TJgwYe3atc3vmjt37uTJk/P5fKFQeOWVV7CPQQXA dlmEEEJJOuOMM2bOnEmSZP/+/bPZbGNj4xNPPLFy5cpFixatX79+69atTz755MUXX/zss88uXbp0 6dKlo0aN+t3vfvfEE0+MGzfuo48+chzn22+/3b59++OPP87z/D//+c8tW7asWrVqxIgRzZfo0aPH jTfeuHz5ckEQZs2aVVtbu3Hjxssuu4wkycGDB8+dO3f8+PF9+/Z95JFHnn766e9+97tXX331ZZdd ZprmtddeW1NTc/bZZ//hD39IsIrS6B//+MfWrVuvv/764cOHb968+dhjj500adJdd921ceNGhmH6 9u07Z86c4cOHb9u27T//8z9lWe7WrRsA9OnT59prr7311ltPO+20W2655bTTTrvjjjvOOuus448/ XpIkRVHaXOXRRx995513hg8f/h//8R8AMGrUqGnTpg0YMOCYY455/vnnL7vsshEjRjQ0NHz/+98f NGjQ2Wefffvtt//85z9fvHjxySefzDCMpmnF5n+UalWFQiHpGBBCCKGDsHz58mOPPbampmbDhg1D hgzZ98FLly694YYbHMdpWbh169Yoio4//vjNmzf37t3b87y//vWvc+bMqa6u/uijj0RRfP/994cN G9aJ93BEWr9+fa9evQYOHPj1118PHjy4zd45c+ZEUaRp2s6dO//xj3/cfvvty5Yt28fZBg0a1KYf c11d3cqVK0eNGlVXV7dz506SJGVZvuKKK84777za2to//vGPW7dunTt3bulvDCUKx34hhBBKmRNP PLGmpgYA9pvIdqRfv37HH388ABx99NG9evV66aWXhgwZ0rt37x49ejAMc8IJJ+ydaaHDN3To0IED BwJAu9U7b968cePGVVVVHXXUUSNHjuQ47mDP37Nnz+985zvdunWrrq4mSbKuru6FF14o9scdNGjQ kCFDDuGcqPxhuyxCCFW+fD6/adOmpKNIQGNj49/+9rfFixfPmDHj7LPP7uiwTZs2/eY3v/n666+H Dx/et2/fWbNmHXfccV0Z56HZvn17Pp8fMGBA0oGUxpIlS37/+9/37Nlz2LBhgwYN+sUvftFi5ZW2 5s+f/x//8R+XXHLJ1KlTi/0T2mVZ1sMPP0xR1MCBA8eNG3f55Zd3TuwlVuyunXQUqYG5LEIIVb4j NpetbI8//viiRYtmz56ddCCoxO6///6777476ShSA/sYIIQQQgihtMJ2WYQQqnzYLluRtm7dGscx du2tPPl8nqbppKNIDZyTC3WFsWPHbtiwIekoUsMwjMPp1JXP51PR1a98PP300/voSYlQ2erXr1+/ fv2SjgKVXnGEHDpA2C6LusKmTZsaGxuTjiI1+vbtW11dfThnwPU2D0r//v2b14WqVNguW5E++uij tWvXXnTRRUkHgkps4cKFoigmHUVqYLss6goVM8w2Ldqs+YkQqki+7y9atAhz2crz/vvvYy574DCX RQghhFJp8ODBJ554YklO9fZH/7OzoQ4AttbF4c5vi4Xf7NoxsNdRxe2B1UcNrO5d3J7ISn17HNaz I7RvxcmP0QHCPgYIIVT5sI8B2rfVj4u9G2IA2NXYkG+s3/uAnt26E912t39NMQYew3RleEeaPn36 9O3bN+koUgNzWYQQqnyYyyKUIpjLHhScXxYhhBBKpSeeeELTtKSjQKV3zz33JB1CmmAuixBCXeTN N9+cOXPmmDFjSJIcNGjQ+PHjb7zxxoULFyYdF0qrhoaGurq6pKNApdfQ0JB0CGmCfQyOVHEUAUl2 uNJ1ynXZ3cWB68Usx1RqRR6gOIqAIDteOL2EV0prhdfV1c2YMWPTpk0/+tGPJkyYQFFUz549N27c +NFHH73wwgvV1dX3339/pz5SxD4GFWnNmjWbN28eN25c0oGgElu7du2ECROSjiI1MJdNucjNZrJu TJJEHAUhcEpGFeh9f89HrqFoDsExZBQEIcSkkMvJVBfF225Avm3qmYwdcoZrSW0i8XROMCJW1TOy wFEEAMSBbehmQJAkQBQW75lvflfJ787TOckkWYaEOHDdkOI4mogj3wuFR03uWUm6j9BXuip9GFfo cqWs8NjPKYoJLEvFgR8CEJxuqoc1JKQCKxwA4MEHHxw/fvwPfvCDdvd+8cUXpmneeeednRcA5rII pQj2lz0omMumWZATeZ3KOlmhmFlEtsLJvmLbKtthOhs7CqMxTlMyELsan6EtW0kylwUAcFWav28V /auPfJ1tURzbMi0+uoGbs94phhg5Gi85ku1oTbcYOQonBaptKSzRKXfnGnosazwJ4Kr0RFsqRhg7 mgG6RhscY0p+ClOrElW4p7FSnPUMjgCA2DdEOdTdVmc8+Mgqs8JbyufzxbUwvvrqq1WrVnEcV1VV 1QUXxVy28qxYseKbb77BBrzKs2LFijPPPDPpKFID+8uml29IisPputCcqZGCYQj+zZLmxh2+K/S8 MAqipgMITtPEcnhcSxCcOHX0sqxuRS1Kg1wOBK4aiKan17GtSn+Mpay2J1cneUPnXVXKeACdcne0 KPPk3vHyqsRAc2DpU5oKj33Pj6Lm+mYUTd7PU4H9q9AKb2n69OlvvPHGmjVrJk6c+OSTT/7qV79K OiKUVgsXLjRNM+koUOn94x//SDqENMFcNrXcrLEQOLH11z7BS3z/ZTnDiQEAYt/UNU3XZFFUc14x 4aB5nl52H88rph8BAJCCJCbdKFvEqdoUsPRc0FziZm1WFfbcYGRlzQ1DeLF1sx/BizwsyxkOdMrd UXT7J2hRHrlZmWcZTjYDAIgDJ6uKvGY5hsiy8mMfuDlNEnXHNxWeYVhBtYJ2T9jlSlDhBCey0aMi J2XdCACA4CSJPsywDrbC49DNaRKvmG5W4lgx+7Zn6rKgWr6tCSzD8PLuj375IEny3HPP/f3vf3/L Lbfce++9URTt/z0ItaempqZfv35JR4FKr3fv3kmHkCaYy6ZV6HmrgKTpNi1YBM1SsMVzAoAgJ0o2 m9E1PZeTQ40XsgEAAKvbj0+n/bnTTqZZOeuEBLl3I1gyKEmTqIWGXkzEIbKyoSS3HOQTeH6+nVSH pCkSNvheAIncXWjbIadblkpYqu4AAEGCb7uWFbCqKnEj+hGxZ9lm1oolPasy/n2SqPudHdQBKUGF 04pl3cRG866bSDOibgddMeKubYUTJBE4b9mmRyuqxB87mADPnm/ncgGfMTQuNK8WVae8slmSJHVd dxxn5syZURR9/vnnSUeE0koUxbvuuivpKFDp/eIXv0g6hDTBXDat4jgGaOeBa9ND2BhcI+MyIk8A AJCiJlNv6YYLAAC0lPP89+ZMp4NHrzuHYVWnXFqFCF5TfxDmdDMEgCBnkopIHVBmRBDQXBldfneU IIksRdK8QEdBEAFBsQxNEqwk8bysKZNGF1/KmsxzvJLLTiU+zlnlkcyWosIpwXD9jx6ZxUb2bRcw rGyFnRlx8YqtKpwgGYYmqxlREnhJUy8ezbA0WU1LmiJwvJzLKSNWWabb2UEdlLvuumv48OGvvvpq dXX1yy+/jPODIoTQ4cBcNq0omq6GMAzbNjhFQQTVNENHvhfGe5JdhmWqwyCIAYoPNClOyXnBR49M JT++T9bK5pueljWBmK8bXuwYLqdyrRMrmmWqIfDbJktxGIYwhGUoSPTuCAKgxd8GAe1mhQTLs9VR UC4/Hw63wov1TbJy1gn8Z2cxwaOyanVRI+ieCid2v2y1u/h/LM9Wl8ND/EWLFjVv19TUXH755SNG jACAadOm/fCHPwSA999/P7HgUGrNnz/fMIyko0Cl98gjjyQdQppgLptWBC8J/fOu47UuDl0v7M/L AklQNJH3vZbtfzTDEBDZueaWM5KVc9mp/cPAT/6rvgkpavKIZVlVMmJJptvuFBRxyBbHbD20LXZt B8arCg9Q7ne3G83SSYew22FWuJvL7f6IEbSYzSojYj/o9JbZg0XTdNIhQH19/fTp0z/55JO9d61a teqGG27wPG/vXQjt26ZNm9asWZN0FKj0wrDs/iEtZ5jLphYpGsaU2Cw+H24Su7rh83pWooDgFWW0 nzWKaUjsOgGvKiwAxLau2c3vCYOQaDuALAkx7G5j41RtUvyWzygiCQAQF/cU95FCNjeLMNXMntE8 kaOpNmuYanF8UmffXby/Nsd4r43iqzAsZtSRY4eCmvxwu1JVuJvVcsHunVEYxIzE06WM84ArvHWN h00ZdezaPlf85CeL47jf/va3d9xxx3e+852pU6feeOONqqpeeeWVY8eOnTx58gUXXHDttdcmHSNK n7Fjx55//vlJR4FK76yzzko6hDTpkXQA6NDRsuWAokhyqCkCTQRuzshFmmMVm9cITrfNWFEFiePo OGazplIsZznK1mSLIADiMIhFyyruSEzkO1bWsv3Y5FSRo2lZk51QZQEg9Kxczs1DnDMsRhU4iiCF rOeamYwsUzRFxFEYApd1DW53bthZdxf5jpW1V0FoGzlHE3mGBIgDJ2d5eZ8wbUGmA9MK8r5puhP5 wHSjLVE26zAyv3uKqsDKaBFNBp7P53Jt1yfoYqWscJajPV2RgSAhDoKYydlaSfLGA6/wt05kXnbC vJ/N2qwq7B66Ftm6BgwZej5tmAl/wHejafq5556rra11HGfNmjXbt28fM2bMTTfddPrppycdGkqr U0455ZRTTkk6ClR6//Iv/5J0CGmCayWkXxyYiiA/uiw/uu3E96g8OAolxrkoJyQdyBHC1xjWy0S2 VAlz0ZYMrpVQkb755ptt27YV+16jSrJlyxaGOawlFI8o2Mcg/Qhaynne47PGh4ZcPnMSIIQQ6mSv vPLKv//7vycdBSq9xx57LOkQ0gRz2cpAMFLWCz2dtjN61rS9vaY3QMkJgyCKgyBIOo4jReQHUT70 fPxvACGEjgjYxwChThV6TtNECiTDs4mP+ap4ke94xWFfJM2xh72ibmcpFArbtm3r27dvoVCoqqrq gitiH4OKlM/n6+vrcY2oytOtW7chQ4YkHUVqYC6LEEJd6u23354+fXpDQ8OqVavmz59/1FFHdcE4 D8xlEUqRPn369O3bN+koUgP7GCCEUJcqLmB7ySWXAMCUKVPuvvvupCNCabVw4ULTNJOOApXeiy++ mHQIaYK5LEIIdalBgwYNHz68uJ3P55ctW5ZsPCi9VqxY8cEHHyQdBSq9JUuWJB1CmuD8sggh1KVm zJghy/I333xjWda///u/CwLO1oYO0YgRIxoaGpKOApXeySefnHQIaZKC/rIXXXRR0iEghCrZ//t/ /2/8+PFdecVPPvnk4Ycf3rx589lnnz1jxozu3bt39hWxvyxCKYL9ZQ9KCnJZ7DWCEOpUHMcNGjQo qasvXbp07NixnX2VzshlX1z3+fp4KwDkG+vX79hK9xlQLJdGsH17VJf2Wqhd9fX1DQ0N1dVY25Wm V69eAwcOTDqK1EhBH4MLL7ww6RAQQqhkHMf5z//8z127dhVfLl26dOnSpSU589q1az/44AOKoiZO nFiSE+5XY2MjAGzcue2TzV8dfxRZLPy2Lo+5bNd48sknFy1aNHv27KQDQSU2e/ZsHBV64FKQyyKE UCW5/fbbf/GLXwwePLj48umnny7VmR9++OE1a9b07Nmza3LZC4c1delbtGltGH8766QuSqARQqgl zGURQqhLjR49evLkyc0PEPebd+7YsWPTpk0URfXo0epf7I0bN3br1q3lg8hMJuM4Dk7SdOSYPHny hAkTko4Cld7PfvazpENIE5yTCyGEutQf//jH3/72t998803x5fPPP9/Rka+//vqYMWP69u07fPjw L7/8srk8iqLzzjvvhBNOOP744y+++OIdO3Z0etCoLA0ePHjUqFFJR4FKb8SIEUmHkCaYyyKEUJea PXv2Y489Nnr0aIqiKIqaPn16R0cOGzbsz3/+8969aW+99da6urra2tqvv/76q6++uuuuuzo5ZFSm PvvsszfeeCPpKFDpvffee0mHkCbYxwAhhLrU4sWLwzAkCKL48rnnnuvoSIZhGIaJoqhlYWNj47x5 8/7+979XV1dXV1erqnrrrbf+6U9/6tygd/vi241vfb2iTeG6nVvX79z60PKFbcqHEv2a+9SizvDx xx8vWrTo3HPPTToQVGKO45x//vlJR5EamMui8hVHMUESSUfRUvlFVEqHcHdxHDenZJ2hMis8k8k8 +OCDN954Y1VVFQAMHTr0oN6+du3arVu3Nk/jNXbs2PXr10dRRJLkv/3bvz333HNhGAqC8NJLL3Xr tufJW1VVVUmmq1yw+sMX1n7245GtpuMd2r0/WwU9e/ZsFef26KPoq2nM9w//oqgjQ4cOHTFiBE5E Wnmax4aiA5GC+WXRvgROVtd0KwBW0vWMxBbnxIkD21DVbMBpWUPhyGKBbgYESQJEYQicklF5KuHY 9y20RFalrcDg9toVB05Oz+i+6Dgq3VTkKIyQC5sPIVjddVWmdOFEjiZKxlsb8tVDfqBkLUOkAACC LM+qbtx8FClZQU5ok3vFrsbyRgAAQIqmb4pk6cIqnchRWDHORrl21qAK3Zye0R3W9HR2d1ns52RJ s/0NMTkpY1kaV+K7ar/COwhmb3Hg5LJ2zLAsJ/JMmWXDd9555zPPPFNVVVUctrVixYrVq1fv4/go io4++ujPP/+cYRgA+Pzzz8eMGbNx48binLgrV6484YQT1qxZc9xxx+3jJM1TgB0m45M33A0rzX/9 +X6PdL8OjI9fP5AjEUJtNDQ01NTUJB1FamC7bMrRvGLonnWOSQoi2wwMVmgAACAASURBVJxNELQg ckygZhWOAIgcjZccyXaybPE7PXIUjhVU21LYMvuSbxaaWsbdAHR7++IIKBqCcE8KCZFtRUrO5mkC ACAyVY0SSpjIQmxnsqTmhhbhm4p0nSQxvqPQ4Fsuo1sZliQAIPZ0xRa5vWo0tHKRalk0AEFQDF+W iSxEdkazQmh/LdUoJhkqDFo95/Ytm9Td0ATfEDhNNSVXoUsYTwcV3kEwbQWWIumgWVmxPH+v9e7d +5FHHmn+ojrYaQd69+4NAFu3bi3mslu3bgWAPn367PtdhUKhJGsl7Nixo76+vnng2j5s3br1AI9E CLWx3/+iUUs49iv9CF5Vx8d21mr59e5ZHq/yBADEtir9MZay2p68leQNnXdVKeN1fbQHJMhlPEnl OphsnaBohmVbZSkxq+Y0iec4juM4JgpAEkuZykJASIYm0CRJcUpOnwKu4wNATIhGVhGaLksGISvv larGrpGNWJblBUHgebY8c6vQylic2mF7MUkzLEO3LmMkVaQJAIKRZY4giRKn6O1XeEfBtBI5iiD7 slmuiSwA3HLLLRMmTBi726233npQbz/uuOP69u372WefFV9++umnQ4cOJcny/JWEOtfzzz//b//2 b0lHgUrvgQceSDqENMFcthIwisaDrWd3f91D7OR8QWIAACIra24YwoutH8cSvMjDspzhdG2gB8bP 6qGc2V8DZqv2T4qmm19HthmKpU1lgeG55sSIJCmCYWkAIGh6T5Ce6dDSXkFHTs7y5l03cSjJiIa7 z8bExISm7gi6dIiZX+z5VEaXSpxItV/hBxKOm5HngmKUtJW4RGpra+fMmdPY2Pjqq68+1YKqqvt4 VxzH+XweAHbt2hXHcaFQ6Nat29SpU//yl7/U1dXt3Lnzvvvuu/zyy7vqJlB52b59e8mXJkblYMuW LUmHkCaYy1YEUtQk8mPDcIqP3SMrF0tNuUng+Xmg6LaJCklTJGzwvaBrAz0AvmFEisod8oCizkhl W3Ftj1flthfwTIeWhL0yOlLI+lFh80fPqpR7My8YftsDEheYGU/M7B35AYgDN6fykhnGUWdm6e1X eAchOdncqv5UZOuqxNE0p1hBJ0Z2kOrq6hzH2bFjx+OPP/7cc8+9ttuSJUs6ekttbW1NTQ1FUQAw fvz4mpqaTz/9FACKsxYcc8wxQ4YMGTJkyG9/+9suuwtUViZMmHDppZcmHQUqvSlTpiQdQppgf9nK QPCqOn5uRjczvEwFOYuSzf3lggSx+48yEnuGAWr2MLrxRrYZinrnpbJBzghVQ27728AzHVrKdBQ2 yYq6w9I8m9EdNcd3WnAHL8jpgWwcYqsqQVKsoIiuepsgUYGzV6WURAcV3tHRnrelv6AamkiApmZ5 RpIY3909QjBhQ4cOnTdvHgDcdttto0ePbi7/4osvOnrLoEGD2h2eS5Lk66+/vve6X+hIM2rUKFwr oSJ973vfSzqENMF22UrByOoUmG/k/NjNupzSPPifZplqCPywzeFxGIYwhGXKq0thkFOznpORJEmS JN3Nh3ZGUg+qZa1zW2VjP2uESlam2+4otsruOwOnZU2AMCynfgaRqWZc15AlSZKkjB1tcXRJyR14 2zFJs4KctbM/Ily7xWwOpdNhhe/jLUBSVPFvgpYVAbzOieywWJbVclaBf/7zn4d2nmOOOabrE1mi fvvYbSt7ffX+fv83cOPHg3dt7uLwjjTr1q1r7jmNKknLdf7QfmG7bMWgJE3SzjE0xSNFg24uJgVF HPKcY7ox32KIfezaDoxXFb7r49wXklM1oinZi13f8klW4OmDaDSMbDPqtFbZ0DIsWtPa6ci771bZ PQiGZ8tphA7BKhl1988cL7TdmBF45mAjJDmeoQOq9E38HVd4h2iG7R+FYVzsT01QFEnG5VTjRcuW LevVq1fzy3ffffeyyy7r169fgiEdODL+5sKvXu+77ZP9HvmduvzFcBTAzC6I6oj1z3/+c9GiRbNn z046EFRiTz755Kmnnpp0FKmBuWzlIHhNHf/obTbxcrZlayspZHOzOEnNKI7ePCeXptqsYav7mJ8z ESQrys0xkZZq06JcHLUWOjmHEKUWk5i219gW2WYkdE4qG1paJhQzIoRhCJFv2ZGo7h4ov1cq2xxt 7FlmwEgiQ0DkZk0qY3RiR96DRzDCnn6ojqvlYlGWOACAyDWtmJdbz0HcsspD34tpliYAILBdStP3 ngb48OyrwtsGs6fCCUFTaCFnR6JIAgS+T8kGX0YdaQzDeO211z799NMLL7ywWJLP5z/88MM//OEP acllwz7HXz186kXHjWlZmG+s31aXH1jdu2Xhuu1b1sdbJ3RteAihI1Dac9k4dO2crhkuwYnFyUXj wHV8LutrpGXqGd2JWFnPKAIV2Fldy/kUL3IUAMRR4DmRaDsaAwAQ+2ZGtyOSJCCOwojgVV0p9eTv nY+R1Smmr7Z91k0KWc81MxlZpmiKiKMwBC7rGlx59S/Yp8DSFI0iRUskACD0rJwV5H3LtHhZ3DPP VaelsqElc5c8ugr+OPe6YkH1pDmBsnvvXqnsnmjj0DZkSaV4gWN4xdDT8pmKbF1WIkNwFAoAIt82 TS8fhjnT1USOIgACSxVUl+RFgaEoLmNKdEmvv48KbyeYlh8PgtWtnKYpasDToR9rll5WcyjPmDGD 47gHH3zw2muvLZZ069bthBNOKM4UmwrnUKM+3Lxu0TdrWhZ+W79r/Y4t3+l3TJuDJw0+sQtDOxJN mzZt2rRpSUeBSu+2225LOoQ0qYR1v2JTIKfF2c2O3LTolasZka4JEFsSeYmvr/SKQz8Cgxup0c/G plh8X2RrOVJXOQgtmVdDzbF3d8sLLYlTY92xSvwN3QWiKCYrb81PAIijCPZ7Z1EYEVSX334chjFF tcpSDyjaspayO0hXuPX19T16dHU7Qj6f77zJmxZtWvvQl+7c7+OAeoRKo0+fPrg08YGriLFfbQbj E5xWHPrUZqR+23XjSUGTGYDQVGSTVFuOL6FEI8PYspQNOi/oTpKe7/ODRBzInZFdn8hCsVdm26LU /z2k7A7SFW7XJ7KoUjmO89BDDyUdBSq94pwn6ABVRC7bUuyYVngAS+BEZs6OSZKEwDKe20LzAt1q N8ULbH6hkS3XhbEQQggd8davX+/75TdtNTpsK1asSDqENKmY5gE/q8gOAbHvRLIrdXhY3jVk2QKI PAcyogwAgesD7D03FU3T1WD5fgxl1d0OIVRpamtrU9RfFpWVk046qe0TR1QRTjvttKRDSJOKyWUZ JZuTSYj9rLGvttRqTs3lRIDI1bNtp1xtDf91QAiVzMqVKxcvXrx3eWNj4zPPPGOaZteHhCrA6aef fvrpp3fe+SfY930g3NR550cdOf/885MOIU0qJpdtQjCSfCAd50hOlkMCAIDmGHg09AOAVhNUhWGY B5rDRlmEUAksW7bsr3/9K8MwAPDOO+8MGzZs5MiRALB48eKf/OQnSUeH0mr79u35fH7AgAFJB4JK LIoiHPt14CotlwUgqQObaopqOo4WlSna1bbt62yLyZwix/KqJ+lSWc0GihBKqzPOOMM0zeI/O1Om TLFtu6qqCgBqa2vvvPPOpKNDafX88893xloJX+3cun7n1uL24k1rAaBvz+rv9G075xrqPHPmzLn7 7ruTjiI1KiKXjePdf7Td0fxH8bAYIIa4Tf8BSs5mbV5Vs6KlMMU9oaVmfMF0FLoTo0YpFEcxcUgD 5uM4xl5th6D9Ck/XDFxF/fr1a14NYdiwYVu2bGkeojp//vzk4josX3y78du6fNNGfb6Y9ADAd/od 07dHdaKhocPy4aZ1L6z7tLj94JcuAHyn7zG/PHlSokEh1KG057Jx6Nm5nJeH2DRMVhE5evcXXOhZ Zs5p2qEKdGgbpg/5IGdYdMv59QGAlkyPye1ZSyCICMF05bJabXRfIt82dS1jx4wgcAwRB4EfEryc UUWaAIh8x85mNDOkBaHpluLAdUjNy4nlmQ2Ebk7P6A5renr7C5PFXlY1fJKKw1jIGCJdLI0cXc2F DBX5IOm6UOKVICJHEyXjrQ356iE/ULKW0bQEVexl1axPMzT4XiS2d9nAUiTV9FZtIX5wk2kZpY6r BCLP1DMZkzSCnNDuAbFvarpDUEQYsaoh7+54k0SFx35OFtV5y7ZA/9E/0k1TaacXUPsfj3Jyxx13 XHbZZePGjauvr3/qqaduuOGGpCM6RG+GX364eR0A5Bvqv92VLyY9AHDXKedjLts1fvjDH06ePLnk p71w2MkXDjsZACbY9+G0wYloXk4FHYhKWCsBAYAjk+d42udecRmzyFV5PkflfFuiAABclZ5oie8F xu6FRoOs7oiaXH55FQBEge+bEp8V3KDdXDY0Rc6UPEsiwdNYKc56BkdAkOUFV/NyAhE7CqsxlquW sINIbKuyJ+gKR/imIl1n03N8R6EBXJXJsI4tUwCxLTMG79qtKzWwDJdRJAYCU+Km+fJHfgf5eXKi MAgtmdVoK2o3l40dmc2wtqPSEGR53tW8nEBCMhUeZOUMoeoiHbsZSbovkN4Msm2WqG3/41F24jh+ 8cUXt27desYZZ4wYMaKmpqazr9ipayWgSoVjv5KCayUclIqbX/aI1eoBNsmpMrNlftaO2tkJAEDL iliuzc4kzbAM3eFuT8/YjCiQAACsJEAuY0YQ25mMx0o8AQAEJ3KBrtvtdDo5ZAEhGZpAkyTFKTl9 CriODwAQB34QRsULEQTRTkcXWlQlhgAgaEnh+5N7LapQBkiKZhi6w8CCrGaSYrF1kxZEyszkAkio wqOQUbMyS5EkLRhZZXTkukGbN7b78Sg3dXV1n3766XHHHTdmzJgoim644Yb6+vqkg0Kp9NFHH73w wgudd/7sDzqxUbZx5XuNK9/rvPOn2uuvv550CGmCuWxlCl07gCE01W6DVOxadpS27oa7+bazjKSZ ptSLZujYtd3Ys50NNNvUwYRgWCpy7FKuc8HwXHNzK0lSBMPSAAAELwtBRlSdMA7MXKjo+2jp9nxC Mcq2B3aHH4bIsT2g6ab7ohma8GwngmQqnOT4PX0KSIokmLY/etr/eJQwsJK48sorVVW99tprM5nM L37xiw0bNnz77bdJB4VSyfd9x3E67/ynHT2s805e9+WCui8XdN75U+39999POoQ0SXt/WdRCYGbU iCbiyHctJ+R+ZepCixQlcrOaZgHEkWcHoiMmF+dhCYMQqOZWRIIkYEsYhGEQwp7V3giCzIdB2HaU X4m4tserevF5OiWZTigIAmvxsmnp7T/MjkPPMjQtF4nZEIDuhJA6UeAHeZJv/uFDkETeD8OYTKjC 9wgdO5YzQpsLtvvxiADKqzdNTU3N22+//dJLLw0bNmz06NE333zz0UcfnXRQKJUGDx584oknJh0F Kr3jjz8+6RDSBHPZCkIJmqGzcRR4Nhlppmu6Ab9n5AvJKRmdIyAOXUJP8ZqHrRrZ4qan+jFAi54U cXuTWpRIkDNC1djT/hpFIGSynKkaksQ4lkzv/RaCpBhBklztj5JIeU1dmtOkxQwMyVd40xVdw2Ky 5t4/Htr9eJSbk046ae3atRzHGYbxu9/9rra2dvXq1fjVhQ7B5MmTO2PsVzPl/aez3y/9/Mc7Hvop ADRuXgMADYELAMSP/9xt4IiSXyi9Lr/88qRDSBPsY1BBipMXESTNSbplcN5cScm1WtyMAAAgKE5V +TLst3lgKIaqjsLdKUocxfn+FE3RFFkdR7s7RsZhBFQHHSwOS+xnjVDJ7klYfUPMxKIi67ar044i Ge3+SCAolpd125xF+ba77+Xmyg7NUNXRnpqNo7iaoigiqQoviuyMyRjtjelq9+NRdh/2a6+9VlGU AQMG1NfXjxs37u23397Txo1QOWmeZ620iPP+L3He/+3Wl+rWl9q9jZPXokOHuWyFIhmWgnzgt5s5 UTRNQOj75dlotW8Mz1NhsDv0wPP7cyJHsCJPBF5QLIz9IBzCCyWfLyC0DIvWtBa/A3wr59MsAwAE o5o669lexwONCI5nSaocR3/tC8mLTOwHQfFV4AfACjwJCVU4AEDsZfVA0ttrAe/o41HqwA7XoEGD iuN17r777qeffnrp0qXNU88idFCeeOIJTdOSjuKgdRs5sdvIiY1bwsYtYXEbeh2VdFDl5Z577kk6 hDTBXLYyxW7WXAajxaaFy/Z+1BrkdDsuu+/4VlrFHDo5040AADg1w3tWcYYGz3IpRRdJIISMRrum EwNA7Noeq+3Vk/IwhZaWCXmZhTAMQ9/JGlYIQLMs4ftB8QiCIBm+OOpoT7RR4PlN6W1o26BqfHlW etsPSOSaOScEAKDljBiadggAEDh2LGVkGpKqcIi9rGpSskhFYRgGnmXkPID9fjzKkGVZsiz//Oc/ //rrrwcNGpR0OCitGhoa6urqSn7auf/73gT7vgn2fQBQ3Jj1/lMlPH/DivcaVrwH0AjQ2LS9a0cJ z18BGhoakg4hTXB+2QoQ+baZUa6bF46eJHIsRcaR73kRLWV0TaAh8m1LV5VHl1FTZokMAQBxFLiW LzjlN9UpADTfjkXdlDM0kaMIAAiyHKNRZmiJBDRN0h8xTBxEvKbv7hIcWFrGBoaMAlLS2zbmHZ7Q krlLHl21p6B60pzAUSiAyDVUw2d4loyCiFGKy1PsiTayJE6ygRMElqZZSSnHBTjiwLF0ZdpcmP5I NiPxNAEAkSlScmQU77Fp8QGagSDkVF1qWh2v6ytcDg2ev3nhlj3FQ2a9GWR54kA+HuXkgQce+Otf /6pp2uDBg1988cUzzzxz2rRpnX1RnF+2Iq1Zs2bz5s3jxo3rpPN30vyy2+87HwAav/5fAOg2+CQA qJl6fzdqdMkvlF5r166dMGFC0lGkBuayKB3StWxpuqJtT8ruIF3hnnfeefPmzRs4cGDx5RVXXPFf //VfnX1RzGXRIeikXHbHg5cCQMPqDwGg+/HfAwDiJ7Nx7FdLuFbCQcE+BigdiPRkKpC2aNuTsjtI V7gURQ0YMKC4Hcfx8uXLk40HpdeKFSs++OCDzjv/NSd+vzNO2+PEM3uceCb0JKAnUdyuwv6yrX3y ySdJh5AmmMsihFCXuuaaa2bMmGHb9lNPPXXuueeeddZZSUeE0mrhwoWmaXbe+WedNLHk59z17sP1 yxfUL18A9bugfldxu+6D/y75hVLtH//4R9IhpAnOL4sQQl2K5/n+/fs/8MADW7Zsueqqq2bOnJl0 RCitampqUjcJRmHHlu4jOQBorA0AoLhdwKFOrfXu3TvpENIE+8sihFCSVq1aNWJEp/cUxP6yqNzs mPtTADhq1pNJB1KOsL/sQcF2WYQQ6nSe51mW1e6uBQsWvPLKK10cD0KJ6zG8s6ZfQEca7C+LEEKd rlu3bkuWLBnUnv79+ycdHUqr+fPnG4aRdBSHqldv6IVP0tv3yCOPJB1CmmC7LEIIdbpx48bNnTu3 3WURJk2a1PXxoMqwadOmNWvWJB3F/jWufK9+hdumsGHFewCw6/W/tCnvNvTkHmOELoqsXIVhytY7 T1YKctl8Pp90CAihStarV6+qqqrOvkpzIrt+/foXX3yx+V+2N95445lnnunsq6OKNHbs2Ob53cpZ 3ZcLGla+131kq1kRqo45AQAKjY0tCxs3r6lf/i7msji9yUFJQS6LD+AQQp3q5ZdfPuecc7rscpdf fvmoUaOOPfbY4sutW7d22aVRhTnllFNOOeWUpKM4IN1HTqz+11/u97DGle/Fr87ugnjK3L/8y78k HUKapCCXjeO2a8UjhFB6HXXUUQ888ECPHk3//K5duzbZeFB6ffPNN9u2beuCeTAOExF/RewMeyz+ 236PLGxe0x224vxK69atYxgm6ShSIwW5LEIIVZJMJnPPPff8+te/TjoQlHqvvPLKokWLZs8u94bM xm69GjevqV++oFVpfR4a6qG61fCvws4tjdD9kHv8fLb0m0+XflPc/vrrHYMHNy0n9t2xA8eMHXio Z03AY489dvfddycdRWpgLosQQl1q1apVH3zwwdSpU08++WQAeOedd1577bWkg0KoExXGXLy1V9uB jw0r3gPo0Z36XqvSo6H7sO8ebGryl3sWt3NRgLWrvy1ur1397fyXguL2FfKYYwbXHOQVUFnDXBYh hLrUW2+9ddZZZ1VXVxdf9unTJ9l4UHr9+Mc/vvjii5OOYv+6jZxYPbLtcri7XrsXAHqd938P//z/ Wv3MxLOOPZAj33vnq3x+9OFfsbPddNNNSYeQJpjLIoRQl5oxYwbLss0vL7vssgSDQalWXV3d/KMo Leo/fLJx81oAaFjZYk4uom+vM685jLMWtkQHOLQmHX1xjzrqqKRDSBPMZRFCqEvNmTOnV69egiCc e+65NTU1gwcPTjoilFYLFy5cuXKlJElJB3IQ6r58txCtBYBCfjvU5wvL3wWAKqIfnHYZEP0O7Zxu 9bRXF+86kCN79ep2Zb9eh3aVrvTiiy9OmzYt6ShSo6pQSMdvFIQQqgyLFy8+8cQTX3vttXfeeaeh oWHChAlXXXVVZ180n89v2rSps6+Cutjjjz+eirFfXabl2K81q78dfnzf4nbqxn7df//9OPbrwGG7 LCpfcRQTJJF0FC2VX0SlVEF3F0cxkES53stpp50GAGPGjFm0aNH//M//LF269Ec/+hFOpI0OwYgR IxoaGpKOooyceBLZr39Tp4tx4+t69+lZ3E7dYK/iwFB0gLolHQA6PIGTVTiaomhBNb1od2kc2LrI 0KycdaPmAkVWVFVTVUWSFMMp++XxQkukWa3toocAABAHTlbhad4I9hQ5Ck20QHKGX9JwIkfjKaLm 6BqC4lSrZe35Bkc2XVTItVetsasxTWFRkhW1c0Q5iByFoRW7vV2xb6qyommqrOS85i5poa3Jim4Y uiorWa8TJoGOfduQWEo025x73xUee4ZIEzVH19SQrGz6ZTk59TPPPPP9739fkqSjjz56wYIFb775 Jiay6NCcccYZV1xxRdJRlJHq6u7HDe9T/N/ok49u3q6u7p50aAdHFMWkQ0gTbJdNOZpXDN2zzjFJ QWTJ3aUELYgcE6hZhSOKaZjkSLaTZYsNVZGjcKyg2pbClmvLVWhqGXcD0O3tiyOgaAjCFmlKZFuR krN5mgAAiExVo4RSzjId25ksqbmhRfimIl0nSYzvKHTxyllPMq0MABAkw1Ht3IqVi1TLogEIgmJ4 cu8jykBkZzQrhPaWjYwdRcyytqPSEGR5XqG8nEBCmJPVOONrHAAEBidorG9wJQ0pjgiagqDteI79 VLhn6IFshzkqtFVRniZSjK+zUGZOPfXUiy66aPHixXEc41ow6HDU19c3NDSkbvgX2q9duw6o+y8q wnbZ9CN4VR0f29lWLX6e5fEqTwBAbKvSH2Mpq+3JW0ne0HlXlTJe10d7QIJcxpNUroN/ngmKZli2 VRITs2pOk3iO4ziOY6IAJLGkC6YEhGRoAk2SFKfk9CngOk2tvn7O8BmW4QRBEHiO3vunQewa2Yhl WV4QBJ5n28l1y0BoZSxOFdtNs4OsZpKiSAMA0IJImZlcAAChH0RhU55JEERU+oyMoGiGodtW2H4q PIx53RAZkiQZKWtIQwLXK8OG8JEjR95xxx2WZV144YVXX331pEmTMKNFh+bJJ5/ERTcqEvaBPiiY y1YCRtF4sPVs81P12Mn5gsQAAERW1twwhBdbt00RvMjDspzhdG2gB8bP6qGc2V8DZqsshqL3ZDWR bYZiaVNZYPg9DYAkSREMSwMAxG4u5zq3nTOSogW93W4bkZOzvHnXTRxKMqLhlmFaBQChqTuCLrWf ZkeO7QG9O6WkGZrwbCcCYCWRtBQp58eRa9i0ofGdEVrbVHW/FU5xHN38ZookKYYpw4bwxx577Kmn nrrqqqumTZt2wgkn3Hzzzd27p+wBKEIIlQ/MZSsCKWoS+bFhOMXGncjKxVJTbhJ4fh6ovZq3SJoi YYPvBV0b6AHwDSNSVO6Qx+10Rirbimt7vCozAAAEp3tRvPnzl3XWzwi86u7VuEYKWT8qbP7oWZVy b+aFEnfiLYXAzHhiRugo4wv8IE+SzSPCCJLIh2EIAKxum7yvcDSfZbM5ie6SYPdf4S0Ejkeqamk7 PpTG66+//uabb1511VWfffbZo48+Kopiz549S3LmXbt2/fa3v73mmmsWL25nGSRUeSZPnnzdddcl HQUqvZ/97GdJh5AmmMtWBoJX1fEbcroZAkCQsyhZ2F8uSBC7/ygjsWcYoGqH0Y23s1PZIGeEqiG3 /G1AMoJquTkhyuodjOwiWVF33Dmcr+tOp0V2SIKcHuy3DZzY8zFp8Sw8jiNGyel8bCqi5nRlk/P+ KxwAIkt3xKzSiT9qDt0dd9zxt7/97bzzzuvRo8QjFn7zm98MGTIkk8nMmDFj+/btpT05KkODBw8e NWpU0lGg0hsxYkTSIaQJ5rKVgpHVKTDfyPmxm3U5pbk1imaZagj8to9j4zAMYQjLlFf/zSCnZj0n I0mSJEm6mw/tjKRawUGcoXNT2djPGqGSlem9d1GSJtFhuI+UjpY1AfZ5RJeLTDXjuoYsSZIkZexo i6NLSq5V2zHNUNVRtDvoOI7iaoqiACJbkWxWkRTTsaTIkFS7izt87rvCAzPjClm1TMc2jho16tln n5Vl+ec///m777673+N37Nixdu3a+vr6NuUbN2785ptvWpa8/PLL11xzzXHHHXfeeee9+eabpQwa laXPPvvsjTfeSDoKVHrvvfde0iGkCc5jUDEoSZO0cwxN8UjRoJuLSUERhzznmG7Mc3u+2GPXdmC8 qvBdH+e+kJyqEU3ZSez6lk+yAk8fRIfHyDYjUe+kVDa0DIvWtI4aMQmC4tqbx6DlIQzPllP3TYJV MurunzleaLsxI/CtO5iSvMjEZhAA0AAQ+AGwMk8C2DmL4DIE5CvYgQAAIABJREFUAFCCkZUs2fZA 6Nrn+R1WeOQYWVB1sbx+qLXwwAMP/PWvf9U0bfDgwY8//vjq1as7WuDn9ddfv/HGG5ctW9bY2Pj5 558zTNNnO4qiSy+9dOHChY2NjZMnTzZNs7ji5a5du4ptvRRFFfuCoMr28ccfL1q06Nxzz006kEpW ta2usLxpnZGqvy1qKt2+CxoK0K9piHLh+tObDjhxQKFPCboMOY5z/vnnH/55jhCYyyYi8pyAKvWg doLX1PGP3mYTL2dbPQEXsrlZnKRmFEdvnpNLU23WsNVym6yIZEW5OSbSUm1alIuj1kIn5xCixO3J s9prBoxsMxI6J5UNLS0TihkRwjCEyLfsSFSF2DZdSpRYEmI/l43VTNPPheZoY88yA0YSGQIiN2tS GaOsnnkTjCA3B+S4Wi4WZYkDAIhc04p5maeAljOiYdiholAQOHYsZWQaAGiOCT0/BpoAIAiS4vjO uLN495/Feo2D/VU4QOTomstqMhGGIcSBbQWcKpVVrQM888wzb7/99sCBAwFAEIQrrriio1x22LBh f/7zn0eOHDlmzJiW5bfeemtdXV1tbW19ff2kSZPuuuuuP/3pTwDQPIZs27Zt+IzySECS5NChQ5OO osL1evLJPl//HXp1BwD4zu6lUhsKAADdq5pevlEFALCrYXvDlPjX6uFfdNCgQYd/kiNH2nPZOHTt nK4ZLsGJxclF48B1fC7rGzwAAISOkcl6QJFEHAYhKWgZZV9tZ5GX0w07JGmKAIAYKDoKaUMX231U GfmOZWQyVkAwHMdQBIRhEFO8pCjSPlrfQteQxZs98c0wW+p2I0ZWp5i+2rarLClkPdfMZGSZoiki jsIQuKxr7KcNsawElqZoFClaIgEAoWflrCDvW6bFy+KenwSdlsqGlsxd8ugq+OPcpkEW1ZPmBAqA 62RVQ81wPMfycsbgqbbRxqFtyJJK8QLH8Iqhc+XUKrsPka3LSmQIjkIBKeasUNVUnYEgVKxscZgY o5qGqsmqzzMQBEw22/6MXochDl075wT50MzZrCwwJACE+6lw3lV54b6P8zD3tqazjP7V5+U33o6i qAEDBhS34zhevnx5R0cyDMMwzJ5OHgAA0NjYOG/evL///e/V1dXV1dWqqt56663FXHbMmDGe57Es +9Zbb82YMaNT7wKVgwsuuOCCCy5IOooKV9/n2F0fHneABzecPLwkF505c2ZJznOEqCoUCvs/qrzF pkBOi7ObHbn4bRq7mhHpmgCxZwiiyZn27hQiMCVeizOO1V6HR4DAFHmN0B2zeVB2aMm8wTmO0mHa 52nMqTn+zTDLF9/g6JJ0m88+4trtXwMAACyJUEh793tKKopiskKWIW0tjiLY751FYURQ5XD7BxRt WUvZHaQrXMdxHn300alTp27btu3ee+8988wzi5loR6IoOvroo5v7GKxevXrEiBHLly8/4YQTAMDz vFNPPXXz5s0kSf7v//7v9ddf361bt8mTJ99yyy0tT5LP5zdt2tSp94VQ5bt4XtX2ujZlhd494fmp pb1Onz59+vbtW9pzVrC0t8sCQHEwfosnzgSnKRFA7GqSFgiOvactjJYMPUfLksG56l6td0FWlh02 F7ScXYgSDSOwIoAOc9k269dTvGaZAXuOIhm8q9IdvWmveTNLJj3f5weJIA+g3Y+kyqTd84CiLWsp u4N0hcvzfP/+/R944IEtW7ZcddVVB9sAU5ygoF+/fsWXxfVvt23bRpLkSSed9Morr7T7rm7duuHD 6MrzxBNPfPjhh7quJx3IEeODEvQfOBCzZ8/+5S9/2TXXqgAVkcu2FDumzUgiBbFl5JYRosG1zjUF iYerjayrtl1w08sabwH3eNt5NklBEZsmbfVyuhmS4LsBJesZsZ01norv4FVl/NzbsllP1VmAyMtl TT/wXZ8Q9ayalofMCKFOdOqppz700EPF7dra2oPqG9e7d28A2Lp1a/FdW7duBYA+ffrs+12NjY3r 168/xHBRuVq7du3q1avxb7bytJmiBO1bxeSyflaRHQJi34lkVwIA3/W2AM3QbY4jaZqE+Z4XQuvu opHnLgOyvTHzxZZX3xCUMOvoLAFBTmA5OeeZHY2Tphnm/7N37+FxU2fCwN8EyChcYtESLErBgpa1 KASrBWrtlmIVKBalrAdoa7EstUp3sYC2FvRi0XZhtpS1UkojuoBFadfq7bFSLla4WZRSi8JXixKw AgWLBmIlhFqBgJUSsEwu8/0x9vg2dhKsueb8nn2yM5qZo1d6Rf3OmaNzEmB6XgR0oIkaoWkKDoHG kpxA+mbs4woRBCl5Q0NDOdcv2L1793333WcYxt439eEPf/iwww578cUXM2MMXnjhhaOOOgovq55p JC6nn346SZLFjgKJX2NjY7FDKCcVU8tSoqYLOESeprqZLVE0ewlMGJ/3ffbq51EE86wcEFmplE9b mWkASF5Oyp9J6amknPs2IywzhgADcDXVDUVD0wDAJ2jC9zyAUlyICEGQvHrppZduu+22zIDXJ598 8uijjz7uuOMA4Jlnnrn44ovn+WAURWNjYwDw3nvvRVGUSCQWL17c3Ny8atWqxsbGnTt33nrrrZde emlhjgIpNR/96EfRWgkV6ROf+ESxQygnFVPLjsMoXsiMGCVoMgG+P2sq9TAMoYqhCFskOT0AAMBo xXEkiqwGx/cjYHIUtL7rRRg7uROGTFheAJC7lvU9fxuQFIVFnhcQHC9mbh0TRTSkCUH2U//yL/9i GAZBEADQ2NhoWdaiRYsAYOvWrddff/1cn9q6devy5cszj+vq6gDg+eefP/nkk2+++eaLL754+fLl u3fvZln2v//7vwtyEEjJee2117Zt2zZjyjakArz88ssf//jHix1F2ai8db9wgsjUshzPJDY6jj/9 Zdd2tlUnBRZjUrbnZhgCBcCIfM2YbZgzpxcPPdcHgiQg8Lzs6kcAQNLkHBG4mvZUol4UKcBwHFxr cnnPyJu1/haCIPuDZcuWZQpZADj66KO3bduWfemRRx6Z61NHHHFEerqTTz4ZAHAcf+yxx9avXz80 NHT//fdnFkpA9kN/+tOffvGLXxQ7CiR+d999d7FDKCcVUctG0cQ/UxGCmqr31ZQ1pWs2NBUjatYU DgOMIMnM5I0kiQMAxqSMNtISecWZ/EDo6IaPk4BzEk/YqpaZqTJ07TApZ+bcisJp+418U+DVsFEz JBIAaJ7D1ohJ2fLDKPLNlOlX6CwDhReFszI++VI410sx7DXn5jljqRh5PKn7n//6r//60pe+9K1v fUuSJJqm3/dEksuXL88suIAgCLI/K/daNgpcU9XdMXAN1XD8aX9tMVq2LDlKJUXdcj3PsVQhqeGq rc9xzxbOqI6rMY7E0AyX5AVRko2IEzkSAHBOszTGEjhBkiXZ4Uw9iUPo2YZm+RBaKUGUJEkUkklB x2XbnZhcFuc0o51yV5533OFLcc5iBQ6H0DUMd9sW2zDcOdaS31ehZ2kCTRAUK0iyIksizyUFxRw/ G6FnGxJLEhQrSOPEJEMJZsmWJoGjSxxFy27ulyNXTZLY0sOXLsVpwfCima/KDMmbMZ3aSaEtswS2 9PClGMFIk733oS2zFI4vXYpTguHP/fHItzVZVnXDnhlw8YWuIScpUrByvxx5Ok/hSw8/fClOJTU3 mvKCpfI0kTTydERzte+pDI5hGIZh+PgwoRmf821NZElW9fMT18Idd9xx999/P8Mwp5xyyh/+8AdZ losdEVKuLrnkkltuuaXYUSDxu+666/b8JmRCJayVsCehqwnJK9dsTNR3eo5IFj6AKPT9ACMpIo+d sraAf8aVB93M7WihI7GsTuiexRMAAI5E/rOZ7PezE5H5mmInZaEkV/4Kfc8zeFbjHF/Jsciuq/A6 lUqxRGBJSeGXIA14k2+LHIXjFYfSAouP87buyJIEl1NEBvMMkb/SIjs9WyQhtDQT5wUGDyyRPc9g +kKdzfFp3xR5BWRTm2vmi6IKAz8wBVomzVDnZr/sa0IKk5QkGTkpnr/V5/t8jcUAIAp835YZIdRC i8/DpT1H+6ElSR7HUwCA4RTDzJobLwp831W4pCt5c0/xvB9CayUgSBlBayXsk3Lvl90bOC2abn9n M+nJguIWoVcMw0kqr4UswIw5GHBGEqhtj2gT4ytmTdBACmLJzg2GkxQ9ay61rCBiFTVJ4ThO8ZrK V/vOZPd2ZKd0XOLn/Oz752O8KnMkjhOMqCuN4NgeAADOiQKDAwDBCVxN7nUqQlvkBE8wSrOQBQCc ICkqx2R0GWFASZpAEzhOcqom1obZIegYQVIUmb+Dyt2+p6seRVMMx3EcO7uQHf8cTZfoyUaQeNm2 nZ2oGKkkq1evLnYI5WR/qGUBAHBGNDzflkCXFd203Uq/BStwLB+qydwFdOSYVliuC4QRDENOPMYI HCcoarwMC+2UQckilY8anWInpyPGcQKjZt7553shp8mzp1uLnJRwJ4hqMX4P2BdzXgw4w9LZF3EC x6ip3zPyfQ3N6nN1dN2xr/vMcQTJKfZ8/xWX09X9xhtvFDsEpFwNDw97nlfsKJD4bdiwodghlJNK m5NrXjidlNVksaPIH99ISSGJRaHnmHbAtBsKN+UveuhosmwCRKFr+Um7Es6Db7u4pGUKyNBKmXRK JSHv/7PuWC4rKZPTsYWepcuS4jNKGMGMbw+Rrekbq+jQUiTFNB3gVENLkvmOMF8C24qEFFfEMhFj FDdUQs/SZVHm2MB21Vxz6JW64eHhBx98MDNrLAD88Y9/vO+++4obElKmTjjhBGzOidGRMnbqqacW O4Rysl/VspWO4GRVoaPQdy08lA3HcHx2snDCGTGlMBhEgYMplfA9PjQVO6kZFABAYKYsLqUW4Idl X1cDSZ060hjDSYYXGDn1FQ6jPG1abeW77rYqTlLlJAaypLEUz1PlOoozclST0owSqB1xipNMh0jS gmKmzFgHRhfGpZde+tGPfvRDH/pQ5mlmEVoEeR9OO+200047rdhRIPE799xzix1COUG1bAXJrLaL 4STDKybmkxfyIuNbU8ouDAAAIxhJIsrv7/8MvpFyOE2hMQCIbFm2A1rkdQAIXX8sVAUhkDUp7ror 8jQ1EDWZnLoRIyiGl00qpBjL9oGZvoBGlJ3xGEhB5CTBciIp1zDPEhdaKYNSS6gXlOBlPiUFIUD5 XcsHH3zwHXfcceCB4//zu3nz5uLGg5Svd955Z2xs7AMf+ECxA0FiFoYhuvdr7+0v42X3OzhFEzDm 516bgSBJDAKv9GaH2luhrWogKRN3U2GkIEs8l8GSGOAUx9Kx320XmKpJyjKbu3aiOQbPToY/gaTo qjAIxk80RhA4Xo5fIyJXU3xeGZ9prlRgGMEwZXmPVyqV+tGPflTsKJBKcP/99990003FjgKJX2dn Z7FDKCeolq1MkaMZL0Ftks90Es6eyt/XFSsqmT62nKbFHNi6Mb6IRWgrskOJLBYEQeA7ump4JCtk JVkiQXK8wJKxRhOYcipgBRqCIAg8W1PNACDy3YlvC6FtBrw8/nt3NlqMk0XS1sfnk/A9jxAkthRP +8wLJHQMffzeqsjVJIMQkkQYBIHvmqruzvhY/r4TzWg/8i19fFrmyNO1SJLH+4mnXB7TPlmiNm7c +PTTTzc3N6dSqVQqJQhCsSNCEAQpY2iMQQUIPcvQrC0Q6CLv0QQehZ7rhlRHryLTGISeZWpWABvN lAgUBgBR6Dumx9klOmg29CzDcMeCQDccOckQGAD4pizKBJ40WUdiuVvXjcGdE/NI17YP5v1AAlNg LvzlRlh555WZDYmGTl+EyFb5pBZSXJKhcCqpq+NlajbaJIbRiqnLsij5LBl4kWwqdKmVspFvm4az ZRsYuk3xLIkBQGgpghiqnC0EKste89Q2uHPl+NurW/v8zOcCx9JtfywwdIsWuNjnj8jVfmBrkiql GJahWSGlsuO9slNOOAAErqmb/phnGiYrJEtxdq7HH3/8jDPOSCQSmaeHHnpoceNBytf5559/9tln FzsKJH5XXHFFsUMoJ/vDWglIJYjCEMpnHrHyijaXMjuC8gr3jTfeWL58efbpxo0ba2pq8r1TtFYC gpQRtFbCPkG1LIIgSEHt2LHjueee27FjR+bpXXfddeedd2ZvBcuT8qtlo3+89/9+kXmYfvv1RYcd mXl84PHM4uP+uXhhlZaBgYHNmzdfcMEFxQ4EidlTTz2VTFbC3JmFgcYYIAiCFNRll1322muvbdu2 7UMf+tBbb7115JFHvv3224cffnix4yotu0de3fnK/8s83jX8wmL8mEVLlwEAJA5dgmrZCZ7nrV27 FtWylecvf/kLqmX3HqplEQRBCmrp0qVPPPHEww8/fPTRR9fW1l5zzTWokJ1t8VEnHXzFPZnH7/7s C4lzrj3g+H8pbkgl6Mgjj/zIRz5S7CiQ+B177LHFDqGcoHkMEARBCuqEE07YvHkzwzD33nsvhmFb t27dtGlTsYNCytLZZ5991VVXFTsKJH6XXnppsUMoJ6iWRRAEKagrrrhCFMUPfOADO3fuPOWUU554 4gkcL8NphxEEQUoDuvcLQRCk0NLp9KJFiwBg/fr1hx9++BFHHJHvPZbLvV+7h19Ij85c1Dd68IYl p35x8VEnz9h+wIdOAmxZoUIrRb/73e+effZZRVGKHQgSszvuuOPGG28sdhRlA42XRRAEKajXXnut vb39zTff7O3t3bRp09KlS4sdUQl556eNBxzHzNi4+523dqy7H154ZOrGXX//6yEtXfv5nAa7du3K ToiBVJJdu3YVO4RyUga17C9/+ctih4AgSCU799xzjzrqqILtrq2t7eKLL3744YcB4NOf/nRLS0t3 d3fB9l76srd8ze/dn30h35GUvjPOOOOkk04qdhRI/C688MJih1BOyqCW7evrK3YICIJUstNPP72Q teySJUsuueSSp556KvPYdd09fmT/8eFq7OA7qb188+tvb9oF+3W/7DHHHHPMMccUOwokfhS1t/8V IFAWtayu68UOAUEQJDYsy3Z2dkZRFIbhj370IzT5zlSbt0SHdWzem3e++7MvYIcdu5/fv7xhw4Y3 33zz9NNPL3YgSMyee+65T33qU8WOomyUQS2LIAhSSa644gpN0/785z+vWLHizDPPRMOopkkc+vZ1 H56xLXurHDLDU089tXbtWlTLVp6HHnoI1bJ7D9WyCIIghSaKoiiKxY6iFB2W8rKPd23ozzwYe/CG g0790uKjTgKARYd/ePHh6Ff1cUuXLl22bL+eyaFSHXLIIcUOoZygObkQBEEKZP369SeccMKMjQ88 8EAB1iAtlzm5snYPvxA9cMP44zf9RcuIRQdhALD4qJOwC/67qKEhSN4deuihhx12WLGjKBuolkUQ BCmQyy+/fOPGjbt37961a1f2X9/3t2zZku9dl10tiyD7M1TL7pP9fNw8giBI4Xzxi18EgKOOOuqm m2763e9+19PT88ADD3z3u98tdlxIuXrkkUdUVS12FEj8urq6ih1COUG1LFK6ojDa0xv29I6YRVFh 91dY857v4hz6Hi+BMnPeeec99thj11133erVq6+99tqnn376iCOOaGtrK3ZcSLl66623Xn311WJH gcQvCIJih1BOUC1b5nxbExmSIEhOMtxwYmvkW0qSImlBc8LsBlEQJUmWJJHnRdUu+f9MAjNJ0rIz zzt8jSM5zZ94GnmWytNE0shL9RN5Ok8TBL4UI1jFyZ5p8E1ZlGRZ4jlem0zAtE/6tiayJKv6uV4t GaEtUqRo5XxFZikcX7oUpwTDz24OLFkQFVVVJEHU3NhPemjLLIEtPXwpRjCSmb1cI1cTRUlRVUUU ZCv3VRw5MoVlELyZMynFtWLFittuu+3nP//5pk2bVqxYcdNNNxU7ov3Ri3990/nzsPPn4cf/uPnh B4Yyj50/D4+NldN6SyeffPK5555b7CiQ+J1xxhnFDqGcoHkMyhzJiqrimp8xcC5J4xNbMZJLMpQv aSKDZaoC3uYtW6MxAAAIbZGhOckyxfENpScw5JSzBci53+FpkupGeHLieRRiJAF+nvrxPNPCFScw wFM5RpYM3hFJgMiRkhptWQIBkSvTnIC7Jk9M/2QUAkGCH5R2/2JopWQzAC7XK4afND0FDyyRPU9M CbzOAkCgC1KU8mQGAHyV4WTaU2cuPLoAkZXScNkJTMwzRP5Knqc8WyQBHJk3GdsSCIDIEihBdyxh xgmHwNRDyTRJAAwjKBbP0XzxvfPOO7qu//SnPz3ppJPOPPPMYoezvxgb2/XG6+9mHr/1VrR9+w4A eGf7jjdef3fxAeNzfr22+e0lSw4AgETiwOVHlvrywitWrFixYkWxo0Di9+lPf7rYIZQT1C9b/jBW kuoiS5vWAeWaLiuxGABElsSvjHhNnqxbcVZVWEfiU6W63JCvp1xeYhJzviFyVTUURHrKJowgKYqc WdfEheKlJIkBYJQgMBiO4QAAkaXqwDIEAABGCwJhKbo385MYQVI0na+44hGYKZORkjmrPpwTBQYH AIITuBocH7+KAs8Pg/EvDhiGhTGPQPAxXpU5EscJRtSVRnBsDwAg8j1/yl4hx14jR9VCmqZZjuNY tgRPfBAE3/ve9z72sY/97W9/6+3t7enpqa+vL3ZQ+4vnnJcHH3pok/37TfbvF290lr35zLI3nzny XfcjBw5mHi9785ngz49tsn//8u+tFx61ix3vnr355psbN24sdhRI/F577bVih1BOUC1bCShRZsFS tGwdFdm6x/EUAEBoasaWajZJT/sExiZZeElX7cIGunc8TQmE1Dz9aZGraiBJzKxO5QL0MkeuR6QU HgcACHwvmhzQSVIkePYcP7aXav83AEBgKDanzOxPns33Qk6TxztfaT6JmyKve1HoqBapymysMVHj XxEAAHCcwCiaBADAWIHzU0nJDiLf0ANRmdUpG9q66a6+8p+Pwqmk6pTc+IKVK1eecMIJmzZt6u7u vvrqq9Pp9IYNGxRFKXZc+4tDdmw5+8C7G2D11P/7zOK7G5feO2vj6uPfe6rY8e7Z73//+5/+9KfF jgKJ369+9atih1BO0BiDioAnZR7/jKraksZiAKGpR7yW+Svvu94YELP6K3GSwGGL5/rAkgUPd16e qoaiymCYOccbIkfVcEmjsMAuZFwAke8YqiSbuMSFAAQAjhPgO24Amd6/CGAMoqi0C9dZfCPlJhUF B3ueN4WepcuS4jNKGAGBAQDQimUEHM+QalK19D1Xwu+fY7mspGTWJid4ww44jqNNVjBMZfbXGZzT vFALXVORxGtYDlxHKqVVzV999dXLLrts9+7dXV1d2Tm51q1bd/311xc7tP3C8lNOv/eN/8k8fuP1 d8fGds9+z1FHHXLAgYvgQPjICYejxYURpCygWrYyYKwk1d2ZUowUKxC+bhKCsaeCCsMm/ikhkauq IGnzDOMN7ZROyFox6hMMJ2hOTDrSdRxP+LZA4EmJTyVTkk6rHO4ZhjNWk6RKc3jmXHxd8QWV31PQ GE4yvMDIqa9wGOVpDAYAURRSoq44KUlMEoSl5Glgqq+rgaRO9r+GIXApjTEklecp2xTIXB/C6aRi 0yRLpxRb0tm8BPa+XH311SeeeOKMjUNDQ0UJZj+0/MilX7yktthRxOmiiy7613/912JHgcQPTW+y T9AYg0pBCVIjPKLqXuRoDiNmb8MhaSoBvjfzhu8oCAKopqnSGk7o65Lm2ime53meV5yxwErxkulP eYerSKZnyTzP87yoeWOeLvKKVaCfknGS5gTN0powx3IiAMA53bVTtKurhhsFQVjDCfQeWykhoSGl HEcVeJ7n+ZQVbrMVXpw95BcAIyiGl01Tqg0c2wcACC2Rt2iRFw3b5EOVl6x83NwWeZoaiNpkweqp yVSUFAXFchTSFnk1R7ATSEHmIAhKapzB7EIWAI477rjCR4JUhkQigRY7rUgHH3xwsUMoJ6hftmIQ vMzLn1Fl0cWTKpndjHNisnqNbTgRO+UH2cixbKiTRLbwcc4HZyQZG689IsczPZzmWHJqfx+RlGVq vGoKwV0TkixHkwXtXcYZliJ9Apt4JsgMQORItM8p5uwfvUsZRospaeJrjhtYTkRx7Dw9yzTH4C5B AAA4uokxKQwACE7VeFOwXOBinMgAACAwVZOU5Skdvp6pe6RCAQBGSYZikKYbSvMEjFEsXV4d5Qiy T5566qmhoSGe54sdCBKzBx988JJLLil2FGUD9ctWDoyVpbotayyMT07tbcU5TW/FDCk1eVdSaMuS RauGVGqdiDidFCaIHAk4nRQyU40Ftm44IQDB8Nl38CyRIFhe4KiJAjKa8m+8As/1x9v1LYeQpWll W2hJosMZ2VGjE9FOKs0ZuTCKy55NIUlhGJUUeIYAgNAx9MwcxJHvTvTqh7YZ8HJmQALJUIHrTcwo gBMMG/Owj8CUUwEr0BAEQeDZmmoGACRNY57nw8RuqfHKO3vCI9fUzUxYoaMZREospdGyCBK3DRs2 PP3008WOAonf888/X+wQygnql12YKCqlIaeUIDUansTNiAjnNNcxUilBIEgCi8IgAEZzVKa0xhfM yzdlUSbwpJmc82xHgWPptj8WGLpFC1y841Z9U+IkB2eTHEUQTMrgyexePdvUDI/RLSHbAzg92sA1 ddMf80zDZIVkCU4SlUNoKYIYqpwt4o7KJ7WQ4pIMhVNJXWUzGaAkQ5VkQfJYCnyf0rTcM3q9T4Ep MBf+ciOsvPPKzIZEQ6cvAgCnmp4kiwpL46Efimbm69jkCY8CSxV4iWA5hmJFVWFQryxS0Wpqanbt KqfFHZC9lHM8EjKXRel0utgxLEQUOJauyKqDMUmWxAAg8h3bYzRPZQEAILDVlOYCgWNR4Ac4J6fE XDVc6FmGkkpZAaM6s2a7dxWGU0NaUlICxxBTiqnASArgx3A+AAAgAElEQVShaonk7PZcXVGtACcJ DAAiIMgwIFVl7kosLmEYZacArShRGELJHVnoOR4QFEXOrJhKMtp9UmZHUGbhFsPY2Nhbb71V7CgQ BNkrhx566GGHHVbsKMpGudeyAACRweGXRNqILWQqisiR1VCROYhclUsajGFN9M74Bs/KUWqOm58d iWRv3Ui2D3jK1N/eI0sgk7/cwnQO2+L0ItdT6BOvi2a+H8A3kqyMKfZk711gCqzK2DMbQBAEKQxU y1aknTt37tq1K5GYe2EZpDwtWbLkgx/8YLGjKBsVMV52xq/8GCOLDEDkyLzsc2pq8mdGklcVyprr 5mcMY5LNtS9pyrQFtHxdB45JADZzLEFkaw7ZWPOSrk6/g9vXBMGmFS1byAIAkVTVJFZSN1QjCIIg BbBuy6LtO/LU9t133/3d7343T40jRXTLLbcUO4RyUhG17FSRbZgBjuMQWar+EsYmp99YTnA8C0+p mpP704wkN4Kp6H52i6NZtMTlGHQXWnok6JpUHxqqOWXGK1dTHweGn/kRnBOT5Ps8JgRBEKRMLbr2 UXhlpNhRIEglq5ha1tPEzK3tgp4pLD3H3QYkRc54H06SOGx03ZnzrY4jeJknnlIVO9PVGppawAtU jmF4vmESQhInBYnDbMXwJ7aHrvNSZiczYWg0H4IgCBKjs88++8orryx2FEj8/u3f/q3YIZSTiqll KVHTdV3X9exslFHuaZAwDAOI5ngxM7FVfaArRgAAvm7gYpLIUYNm1yPAk7JArFPViY7eKILSW00L QRAEKahFj2xYdO2ji659FADStz+96NpH4fa1se/lyCOP/OhHPxp7s0jR1dTUFDuEclJpc3JhFC9k +j8JmkyA788aoxqGIVQxFGGLJJfpwsVoxZmyaDspyFzqQkV1eU53GEnKUZeGpu5EWCRJAAAQkdUb ddVMGUkcgKDIanB8P4LymjUfQRAEWZhF93rwzg4AgOAdeOY1mJgsa1GwHZYcuPjVf6RfHoGPT9wC fBGVPvSgBe7xxRdfDILgrLPOWmA7SKnp7+8/99xzix1F2ai0WhYAzyxLBATHM4krHccHhpzysms7 26qTAosxtO1J472oBDmthaQs1PyzJvEeJejTXhnnGxapGnJ28oKA9klRNYOkQAAwIl/zS90wA376 1F6h54YUnas5BEEQpALg676z+KCx8Scnz/GmjeP//+3nr3/vnz+1wD2uW7du7dq1qJatPLZto1p2 71VELRtFkGNIASGoKZ1VU5agZ2/ECk3FiJo1hcMACJKcPkNWBBPLMzGS3KBd6VFqZv73TPsTSzdF jmpTkjh1T7zISRcqqisoNGBMymizWZFXSFOemEIhdHQjZNESRPsoCqO5RxlHUTRrbonCmD2XafFi iVUJnu/59jpvuMhMixcvXrJkSbGjqHDvfv5Hi7cOAwD8I9r94huZjWnvjUVHLYOqBAAsIg5ZRH4A ANIHHwqfrF+yZKF/gv/pn/7poIMOQpmtPB//+MeLHUJZSZe30eGBno7GaoCqhvbu/qHRGS+P9Hc2 1ze0dvUODA72965qaWhs7Zn1pnQ6nR4Z7Otqqa2qbxtvZLS3tblrOJ1Op6fsoKd/eKi/s7k2UdvS NWVfo0O97Q1VAInals6+4cymwe72pvrauvrGpuaW1rb2ie35MTLY29lSV11d29DS1t7R3tba3NjU 0jFxoCODfd1tDTXVtQ0tbeNam+prW3pynYcSMtzTVF3T1p/jlaGe1vqaqgRAVX1bb/bEjvSvam1t 72hvaWpq6xnKW1ijA+11VY3dIxN77WtvqK1KAFTVtnTn3GsmrlWrVrW3tnb0jeR6S0kY6WutqWrp zflKjmMc7WutSUxRVb9qMNZ4Rge7muuqqxKQqG7o6J913ua+PNKjA52tLW3t7a0t+bwQEARBkBJR 7rXs3hgZ6GyqAYBEfedQsWPJm76WKqjrmKgmRvrb6hJVjd0ThV5/Ww1M+8M/1NnRlc/yesGGu1vq qiFXsTLUs6p7cDSdHh3qbqqG2vaBzPu7Guta+0czH22srmsfyEupPtrf0VBTlZioZUd6O7v6R9Lp 9HBvay1UtfTN/kBvS23z+NeGke6mmpbe0vwKMdLbVl+dyFXL5j7GkZ625o7uvv6M3rb6yYsvHoPd q3qGRtPp0cFVDVWz/tOd+/JID3c31TRl8jPQXlfb1l+aJxxBEASJS8XMYzAPnBZNt7+zmfRkQXHn msCg3E37IRZnJIHa9ohmhTleBAAgBTFZwivV+3rK5SUm51I2ZFLiKQwAI3mRrcIJHADA01Wb5OjM XX9JkfU1xYo/05Gd0nFpyiIYOCcKDA4ABCdwNbnWUA08LwjDTBowDKIwLMULMDBTJiPlviJyH2NE S7rMswzDMAxDhT7wyXhH0FC8lCQxAIwSBAbDsamxzXd5uErKopKZUUU0z4GeMtAaJRXknXfeKXYI SPxQWpEF2h9qWQAAnBENz7cl0GVFN+25ppetGIFj+VBN5ppODCByTCss4cXrPU0JhBS7x1rb9TBR FUkAAN/1JgY7A2AUSUSuk3NxtwUI7ZRBySKVMy7fCzlNZmZtJ5MC5Ui84oSRpxlYSuFL7ytEYCg2 p/B7XF956jESJJm9fkLLCJIxl7KTItcjpp22eS8Pz7JfwsmJHJEUGTmWU4pfHyrG1q1bH3/88b6+ vu3bt8fV5pYtW+w5fP/7349lF2vWrPnrX/86dcvq1atjr6h27tz585//XFEUAHjmmWfee++9eNvP q9gzW4C0QkEyW9ZprVQVce/X3sLppKwmix1F/vhGSgpJLAo9x7QDpt1QuCn1auhosmwCRKFr+Um7 ZM+Dp6qhqDIYZs79nihwTVWW9TCpBQAkAE4QY6bjAs8AAEQAY3NPIfz+hFbKpFMqCbNK5NCzdFlS fEYJI5j17YEULdPjkiylcynTLMHb/3wj5SYVBQd7njfNd4yhZQRJJR8HFvmOoUqyiUtcCJCptfdw eQR+AER2pRIMx2Bb4Gc/jMRp165dkiTdc889p5122qJFizZv3iwIwje+8Y2Ft/zXv/716quvPvnk HBMBeF4831FVVf3pT386dctZZ531gx/8YOXKlbG0nyFJ0o4dO9avXy/L8rHHHivL8k9+8pMY28+T PGW2AGmFgmS2TNNa2farWrbSEZysKnQU+q6Fh7LhGI7PTi6cizNiSmEwiAIHU+Lus4xL5KoqSBq9 hz5jDCcojucdeSWfJFxXphhRatBTkswZMh3amuUnyFjnPwvMlMWl1JwVEYaTDC8wcuorHEZ52qx5 hcOQSKqar0pSUiRtjSupssrXFV9Q99hZPM8x5q+UBQwnaE5MOtJ1HE/4tkDsxeUx7RtM3F9okKlu uOGG9957b8OGDUuXLgWAdDp92223aZomiuIePzu/M888s6en58QTT5z90rPPPrvAxjOWLVu2YsWK qVuWL1/+zDPPxNJ41pYtW+6++25JkjLtP/744/G2nyd5ymwB0goFyWyZprXCFXvALhKPvtZqmHr7 zUhPcxUkGsdv8Bpon3bv1/BQzskcim+os6G2vqk5o74aErWNzfPciz7a11qTaBg/xtGh3lXtbW0d Xb1dzdXZrbEY7WuprWscD6uxtgqq65taVs24qWigvTYx+wao0f62ukwWRvrb6xJVjSV1y91Id1NN 3cT5bqhJQE1Dc2vX3Ddx5TjGke6m+phv+8oRZVWiuWd0by6PwY66RE3bwPiz4c4GqGou0dvtyt6Z Z565Y8eOGRvPOeec2Hf0t7/97fHHH0+n03//+9/javMb3/jGm2++OXXLq6++umLFirjaz/jud7+7 bt26tra2dDr9yCOPxN5+nhQms/lIa7ogmS3TtFY21C9boXCKJmC17wW5fl4lSBIg8Dycokpr0CzO SDI2fqtO5Himh9McS87ZaYgxLI2Hmbu/ACM5SeEAAp2Tccnc8/DPvYeRgiz540+C0H7EpziWnvFT O80xuEvM3KtrmBElEACAM4oumaztgsDFF9rCYLSYkibGjruB5UQUx+YeEAwAuY4xtIwwT72yWTjD UqRPYHtzeVAsS6R8LwIaAwDf9aoYEa3Alx9VVVWLF0+742LXrl1bt26Ndy+apt1xxx27d+/+61// umXLljVr1iy83xcAvvvd77a0tFxzzTX19fW7d+/+85//fO2111577bULb3mq//qv/7riiissy7Jt e2RkxDCMeNvPkwJkNk9phYJktkzTWuGKXUwj8ZjRLzva31YHUDsxM9WsObnSQ11tqwZmNlJaepoS kzEP93V1ZyYZHRkaGByfbXS4p6WpY9rkW6ODnY21TfP0LC7cYEdddk6u0aGBwfF+1pG+tsa2vtGZ 0Q53NVZn+2IHOxoaSndeuL7W6sk5uUb6u7sykyLPdYyZLd1NDfnplR0eHJj48WCos7mpa2jmG+a4 PNJDXY01zT0Tc3Lla3I2JJ1+7LHH2tratm/fnnn6+uuv8zz/9a9/Pd69fP7zn3/vvfcyfWDpdPrM M8+Mq+XXX3/9yiuvPOaYY5YtW3bqqafed999cbU8wxtvvPHyyy/v3Llz9+7dedpFvAqQ2fylNV2o zJZdWisb6petAKFnGZq1BQJd5D2awKPQc92Q6uhVZBqD0LNMzQpgo5kSgcIAIAp9x/Q4u1QHzebg m7IoE3jSTIa2nOQtYDiOJkla0uWJwZOh71iGboNkm4Uakho5Kp/UQopLMhROJXWVxWZEixGCrnuS JAUshYc+yEZm3oVSF1qKIIYqZ4v4HMc4/jYj5PLSK+ubEic5OJvkKIJgUsaUidByvjt7woEUDD2Q JNmjIh9SprKnsdfI+3XWWWeNjo6eeeaZBxxwwI4dO3zfb2lp+fGPfxzvXo4++ujR0dHM41dfffXV V1+Nq+Xly5ffcccdd9xxR3aL53kUFeflvHv3bt/3M/e5r1+/fvXq1TfccEOM7edJATKbv7RC/jNb pmmtbIvS6XSxY0CQPZu9cOy0VwPXDTCSonLPQlZw80dbDvbuCMIgxIhSOM7yP+HlKp1Or1+/fseO Hccff3zmVqF4bdq06T//8z+3bNnCsuzvfve7VCp1xRVXxL6Xt99++95771VV1XXdGJttaWlZu3bt 8uXLM083bNiwadOmGNvPq7xmtjBphfxktqzTWqlQLYsgCILsM9M0DzjggAsuuCDfOxodHe3t7R0Z GfnUpz4Vb7/prl27Hn300V/96ld/+MMfzj///GXLlt16660xtv/Zz3720UcfzT51HIdhZk9CXXIK k9n8pRXynNkyTWtlOyCVShU7BgRBEKTM3HrrrZdffjmGYY888giO4wcffHA+9vLwww/fd9997777 7sknn3zqqafG1exzzz23cuXKr371q3/7298+97nPnXjiiaqqnnPOOQcccEBcuwCAJUuWPPfcc9kp ohYtWrRs2bIY28+TAmQ2T2mFgmS2TNNa2dB4WQRBEGSfHXLIITiOA8ATTzxx+umnZzZu3br1iCOO iKX9KIrOP//8IAjq6+uXLFliGAaGYWvWrMnsdIH6+/t/85vfXHnllddcc82BBx6YGQx60EEHLbzl qT7+8Y9fccUVTz/9dHV1NQD86U9/evjhh+PdRT7kNbN5TSsUJLNlmtbKhmpZBEEQZJ+NjY2tXbsW AIaHhzds2LBhwwYAWL169c033xxL+ytXrmRZ9vvf//6iRYsyW+65557vfOc7P/vZzxbeeGtr6+WX X97b2ytJUhRFBx988Hvvvffyyy9/7GMfW3jjWZdffvlnPvOZbAl44IHl8Qc3r5nNa1qhIJkt07RW NjReFkEQBNlnl1xyyezbz1977bWhoaFY2r/88st/8YtfZCuejNbW1jvvvDOW9rPeeecd0zQty3rp pZf+8pe/xNjyt7/97WuuueZDH/pQ5umrr756zDHHxNh+nuQ1swVLK+Qts2Wa1sqGvk8gCIIg++zq q68+44wzZmx88skn42q/urp6RsUDAIceemhc7Wcdcsghl1566aWXXhp7OdXa2vrNb37zoosuytzz 3tPTE++9ZXmS18wWLK2Qt8yWaVorG+qXRRAEQfbZSy+9VFtbuzcb359zzz3373//+4yNvu9v3749 lvZnGx4ePuqoo2Js8OKLL46iKDuh1QsvvDA4OBhj+3mS18wWPq0Qd2bLNK2VrQz6ZQsw5wuCIPuz H/7wh3V1dcWOosz85Cc/mX1Lzdq1ax3HiaV9lmUvuuiiGRu7u7tjafz2228/5ZRTdu/evWvXruy/ 99xzzy9+8YtY2s+4/vrrp15X69ati7Hx/MlrZvOaVihIZss0rZWtDGrZ1tbWYoeAIEglO/roo4sd QvlZtmzZ7I66LVu2xNX+t771rSVLlszYGNcCS08//fS111573nnnffCDHzzggAMWL168ePHi559/ PpbGs2Z8Qdq2bVu87edJXjOb17RCQTJbpmmtbGiMAYIgCLLP3njjjezSR1mvv/76kUceGeNe3n33 3euuu27NmjUHHnjgV7/61e985zuxTBSaTqf/+Mc/6rq+dOnS//iP//jkJz8JAOvXrz/hhBMW3vjz zz9/zjnnrF+//mtf+9qzzz6b3R4EwdatWxfefr4VILN5SivkM7PlntbKhmpZBEEQZJ8VZnWob37z m8PDw4qiLF++/MEHHxwcHLz++utjbP/vf//7XXfd9eyzz15wwQWXXHLJIYccEkuzg4ODJ5544m23 3Xbeeedl2+zu7r7mmmtiaT+vCpDZfKcV8pPZsk5rhUsjCIIgyD4SRXFkZCSdTluW9cYbb+RpL42N jTt37sw+/eIXvxj7LsbGxu66665DDz30wgsvjLflBx54YNeuXdmnf/zjH+NtP08KkNkCpDWdt8yW aVor2+Ji19IIgiBI+Zm6OtTixeN/SmL/sfWYY4555513Mo83btyYmbc/LiMjI4qi1NbWPvHEE08+ +eR9990XY+MAsHr16t27d099umPHjnh3kQ8FyGxe0wp5zmyZprWylcG9XwiCIEipyfe6Xxnf+973 mpub6+rqtm/fvnr16p/85CexNOv7/qpVq9asWfPv//7v/f39BEEAwNq1a0877bRY2r/vvvsy50RV 1cyWsbGx3t7ezZs3H3fccbHsIn8KkNk8pRXynNmyTmtlQ+NlEQRBkH2W73W/sjKrN23btq2hoeGk k06Kpc0LL7zwoYceOvvssw877LADDjggc8P7unXr4ppf6fnnn3/ooYceeOCB7KjTxYsXn3zyyZ/7 3OdiaT+vCpPZfKQV8pzZsk5rZUO1LFK6ojDCcGzeN4SAz/uOUhFFEYaVeqDznu8iHkH5pHm/8uST T+ZcHWr2xvfnxRdfPProo6uqqrJbnnjiiU9/+tOxNP5///d/n//852fMQmqa5rXXXhtL+xllurpp XjOb17RCQTJbpmmtcMUesIsszFBfZ2t9TXV1TWNb98DIxNbRod6OptqaupbO/pHshtaW1ra29ra2 1ubm1lV9w0ULeS8N9zRV17T1z/OOoc6GqvpVQxNPRwd7VzXXVTd1j+YpopHelppERm1b37S9DPd3 dbR3dHb3Do7M/NRQT2t9TVUCoKq+rbeEz/pIX2tNVUtvzlfaG2qrEgBVtS3dQ9nNw73tLa0dq1Z1 tLW0dg7k66SnRwfa66oau7PndainvbWtvb2tubG5c2DW2U6n0yP9q1pb21etWtXe2trRl+sdSFn4 /Oc///DDD0/dsm7duttvvz2WxqfeePTcc8/F0uZsX/jCF374wx/mqfEylde0pguSWZTWEoRq2fI3 2tdaDVXNvdOricGOptbxemukr72uur5jstwY6WutrW7MY/2xcMPdLXXVMF8tO9jZVFuVmKxlR4eH BrubqxKN+aplB1e1tHX39vb29vb1TS1Zh/vaG+qauwZz7naoZ1X34Gg6PTrU3VQNte0D+YltwUZ6 2+qrE7lq2ZHezq7+kXQ6PdzbWgtVLX2ZzcNdjbUT2RlaVV8777eO92+0v6OhpioxUcuO9rfVNXYN p9Pp9OhAe211U/fMbwejvS21zT3jF353U01Lbwlf5ch8zjnnnNkbL7jggth3dP7558feZsYFF1yw cePG7NP8zfZQRgqW1nTeMovSWoLQPAblD2MlqS6yNDOcstE1XVZiMQCILIlfGfGaTGd/pMVZVWEd iU+5hY92r/h6yuUlJjHnGyJXVUNBpKdswgiSokgiXyFFlmICQ9Esx3EsS+HZQGQuaXG6LlA5fwMn kxJPYQAYyYtsFU7gud5UdIGZMhkpmTM4nBMFBgcAghO4muxP/YHnh0EYAQAAhmFhFOUhrshO6bjE k9nnlqoDyxAAABgtCISl6N6MQ/G8IAzD8bggCsN8BIYUwLHHHrtr166pW6IoeuWVV4oVz/vwgx/8 4Morr7ztttts27Zt+8Ybbyx2RMWH0orkA6plKwElyixYipb9sx7ZusfxFABAaGrGlmo2SU/7BMYm WXhJV+3CBrp3PE0JhBQ7d9kXuaoGksTMqh7zN6QyMDXL+eUlHz+KoAXdy5ZHniqoQVKR6D3v2fUw URXJvEX4/gWGYnMKv8evAb4XcprMZJ7QfBI3RV73otBRLVKV2djjCu2UQckiNXkhBL4XRdnilKRI 8Gx3eq1KJgXKkXjFCSNPM7CUwpfm1wdkj6666qpvfOMb27dvzzwNw1AQhMbGxth3lJ12KnY33njj okWLbNu+7bbbbrvttt///vd52lEZKVhaIW+ZRWktRcXuGEZiMdrXWg3V2UEF3S2tEz+tDrTXAtR1 DM78RH9rNcCU0aYlY3BVa2Y4RE9TIucYg9H+jtbOwXQ6PdzZkJh+BIPttfkbY5BOjw73d7XWV0FV Y1dmrwNtNZCoa+noaGtpqK2Za6DB6PBAd3tjTXV9W89QjpeLbKi7tb1vJJ1O97VW5x4vm06nRwZ7 VzXVVte1TD3CoZ6W2kRVdV3LrB/64zDS29bWPZxOpwc76ibGGIx0NSYSDV3juxvtbkpAY9esEbEj fW31VYnq2qbOWVc9Ul4ee+yxU0899bTTTvvEJz5x2GGHfeMb3xgbG4t9L6Ojkxf1Sy+9tH379rha Xrdu3dSnruvG1XJZK0xa03nLLEprCUL9spUBYyWpbouuGAEA+LpJCNyeegoxbOKfEhK5qgqSPE83 Z2indEIWqQIGlYURjKDZdjtpK5oLAKHrbgRGUmVZ1W1HpeyvcHKOYRsYTlAcz1P+rXxS8Wa/Xky+ rvjz9oFnYDjJ8AITGl/hJGe8IzSKQkrUFTYyxKRsh/M3sK8CM2VxqZl9xXhS4gknJeluEPi2Zjhj NSQ1K/YwJJKqlsRsKSlaQbxxIQV11llnrV27dvXq1XfdddemTZtuvfXWJUuWxNV4Op3u7e296aab Vq5c+dBDD2Vmvz/44IO/9KUvxbWLU045ZerTbdu2xdVyWctrWiH/mUVpLUGolq0UlCA1wiOq7kWO 5jAiM7GdpKkE+N7MP+lREARQTVN5G1/6vvi6pLl2iud5nucVZyywUrxk+lPe4SqS6Vkyz/M8L2re mKeLvGLFXEjNC6NliQ2DAACiCKCKGB8DiydFrnqjY/s5PkLQrKBYRivhWU4pFVehIaUcRxV4nuf5 lBVusxVenDkCFQAAIyiGl01Tqg3GjzC0RN6iRV40bJMPVV6yYhyXGtmybHu6yPM8z0u6P+aqgqA6 EeCc7top2tVVw42CIKzhBHrGRx0pqRGCIGi2JWE6L+ildMKR9+P444+/++67MytRxeWtt9765Cc/ ecsttxx00EE4jj/88MOf/exnX3311SeeeKKmpmaBjT///PPV1dX/+Mc/vvzlL588xUUXXRRL8JUh H2mFfGYWpbWUoXW/KgbBy7z8GVUWXTypktnNOCcmq9fYhhOxU8aXRo5lQ50ksoWPcz44I8nYeGEa OZ7p4TTHklP/t45IyjI1XjWF4K4JSZajyQL3LmMYzdAAQNBUTeQFIQAOAEAQeCKY++4ujGFpPCyp u78wWkxJE7WeG1hORHHs7I7OLJpjcJcgAAAc3cSYFAYABKdqvClYLnDMnJ/cx7hIQZb88SdBaD/i UxxLExgAAM4IMgMQORLtc4o5c9C0a5gRJRAAgDOKLpms7YLAxRQXUizPP/98vA1+7Wtfu+qqq77y la9kt2zevPmqq64aGRlZs2bNAhtfsWKFbdvLli375Cc/ecMNNxxyyCGZ7d3d3QtsucLEnlbIZ2ZR WktasQc5xC33eMX+/tnzfuZ431B//1A5z+Az2FEHUD1rFqKR3tbaqvr2qXNytdXVNHbmnkWqZEwb Lzvc19XdPyOHs8fLDrTXJqZMRRqfkf7urr7MtTHc196yauJcDnU2VDd0ZkIY6W6qa+0dmR7tyNDA xKU33NPS1FHC86BNGy870t/dlZmDeHRoYHB8gOpIX1vjxMS6g6vqJ+e76m+ra+7J10yuU8bLZo30 ttbVt01OHjt5woe7GqsbJ0bUDnY0TGQHKWuxT66Uc2aor371qw8++GC8O5rq0UcfzV/j5Sgfc2YV PrMoraWgsvplI0vgbMlWZvzs6KSSSV/1rT3c0RxZEifgRqDvcahpqaIEqdHwpJnx45zmOkYqJQgE SWBRGATAaI7KlNb4gnn5pizKBJ40k3PmJgocS7f9scDQLVrg5uldfB9C30yJgkyyLEMnRS07bwEp mkYoymLE0pHn84bK4dOiDW05yVvAcBxNkrSkzzcSuJSEliKIocrZIu6ofFILKS7JUDiV1FU2cwSU ZKiSLEgeS4HvU5qWe0av2EWBZ5ua4TG6JdATu5xyeRCCrnuSJAUshYc+yEZJTh2B7KOLL744+3j7 9u2HHnroAhs84ogjwjCc+gP32NjYunXr/ud//meBLc+2e/fuvr6+X//61/fee+/bb78de/vlK/a0 QgEzi9JaUipqDdtA58ivuHyvvw/VqKdrgVBqPwFIqAcAACAASURBVLUvQBhGlbnaZ3mtY1pe0eZS mkcQeo4HBEWRMwvn0gwXWbiRkZEXX3xx586dK1as+MAHPgAAAwMDv/nNb2655ZaFNLtp06avf/3r kiSddtppixcvfvrpp6+//vr6+vqbb745psABAF544YVf//rXv/3tb6uqqr797W8vXbo0xhvLylqe 0goFySxKawmqpH5ZTzcxtnaLqZoht5eTSvq6pDiSIOY5sgKq2L/nWNy3CORVeUWbS2keAU4xucfk lma4yELs3r3729/+9m9/+9tPfOITiURi48aNDQ0NK1eufPfdd19++eUFNn7sscfeeeedN95445e/ /OXR0dHa2trW1tbLLrsslsgB4Le//e0tt9yyffv2yy67rLe395577mlpaYmr8bKW17RCnjOL0lqy KqeWjWzN41SdjyhB1X1eIie2+7ahqXok2irr27qqGpiQInRJx8U2TL/mEZ/EZdnnJIFwdU0zCdmS Kc/UVc2mUgphSIoVkIKmi5gpSYoTUpJuiOM/FPuWari+Z7sBJWlKstB3ICEIglSsG2644R//+Mcr r7ySvcnmwQcf/PrXv/7KK6/ceuutC2+fIIjbb7/99ttvX3hTsx1//PHHHnvs4Ycfftppp334wx/O xy7KVL7TCvnMLEpr6Sr2gN24jHS3tvWOji8aMHWK/dGRwa6mqkRTz2h6dHigszGRqG3p6uvr6ujs H5l6u8vo8MCqhkR1a186PTLc314H1Y0dPQPDoyO9LTWJ2qaO7v7xx+NTtY/2tTWvGsw8aq1J1LYP FOGoEQRBKtOZZ565Y8eOGRt5nr/99tsX3viNN974q1/9auHtzG/r1q2dnZ0XXXTR2Wef/Ze//OWx xx7L9x5LX17Tmi5IZlFaS1ClzC/r6RYpctj4ogGBrmZnu8Rwih4fXYcRNEXiGM3zLCvIIjPtV0mM oKnxnlWcoBkygdFckiYwnOVoAIrjmfHHgRcAQGiqZuDbmqZpugsUic2ewhVBEAR5n6qqqmavQfrO O+9wXAxzrL311luZ3501Tdu4cePCG8zpgx/8oCiK9957r67rtm1/7Wtfy9OOykhe0woFySxKawmq jDEGkaNbYehLUuYZQUSmagScMHGj/vQf/zHYt8EAGEA063Hg+xElieN3jYnS+4wcQRAEyeHaa6+9 5pprfvjDHx522GEAsH379h/+8Iejo6PHH3/8whvPllObN28miPG/FC+++OLHPvaxhTc+24c//OFv f/vbn/jEJ/LReHnJa1qhsJlFaS0dFVHLhpYeyYbGTpSoEReS56m6J8j5W+kUw7DQtlxgx+f/Cjwf p9CIWQRBkFiwLPvee++dc845O3fuXLx48csvv3zhhRfec889sTQehuGPf/xjAHAc53//938zGx9/ /PEHHngglvZzOvvss/PXeLnIa1qhGJlFaS0FlVDLerqBC8aUMhLjxGT1Z1TFlvRMfTt9dc0pzzCA KAyjKAhCgpw53Wo032OSS1JyiucpQ+UpcDXF5dT8Vc77qSiMsDnnZYiiCMPQl4c4ler5RhNu7a/O Pffcc88995VXXhkdHf3IRz6ydOnSuFpesmRJGIYAwDBM5gEAjI6OxtU+Mo/8pRVQZvdbxR6wu0Aj A92tdVU1Tat6JxexGh3uW9VYDQA1Tat6h0YGe9rqElDT3DngDXS31iWgpqlzfAmn9EhfW111dV1L 1+DoyEB3Sy1AbWv3oDfQ2VwDifq2nsHh4f6u7OOh/vHtvYOj6fToYFdTTQIAAKobVxVzPaeRwd7O lrrq6tqGlrb2jva21ubGppaOnoljHOzrbmuoqa5taGkb19pUX9vSU7orUKXT6XR6uKepeupNfJOG elrra6oSAFX1bb3DE1tH+le1trZ3tLc0NbX1DOUjopHelppERu348ldDnQ1ViSlmL7qWTo8OdLa2 tLW3t7bkKa54jPS11kyu+zX9lfaG2qoEQFVtS/fQ+MbRvtaaqUdeVZ+5EzJ2owPtdVVT1v0a6mlv bWtvb2tubO4cyLHW2EBH3dS4ErU5ryGk9PX09Nx///15anzDhg17uRGJV17TmkaZ3V+Vey1bbKPD g4ND+Vq8c1/0tVRBXcdENTHS31aXqGrsnij0+ttqpk3ukB7q7OgantlGKRnubqmbPiHFhKGeVd2D o+n06FB3UzVMzB8x3NVY19qfWWS2u7G6rj3+LxeDq1raunt7e3t7+/rG16UdXNXS2tnb19/f39/f 39fZVNs0ayXX4e6mmqZMJTbQXlfb1l+aXyFGetvqqxO5atmR3s6u/pF0Oj3c21oLVS19ma09bc0d 3eNH3t/bVj958cVqtL+joaYqu4btaH9b3fgKtaMD7bXVTd0zruLRvo7m9q5sSjoaalv7SvOMI3si iuLIyEg6nbYs64033ih2OEg8UFqRfKiUeQyKBcu1BlFRTPv5F2ckgdr2iGaFOV4EACAFsUBrjr4v vp5yeYlJ5HqNTEo8hQFgJC+yVTiBAwB4umqTXGbeXyIpsr6mWFGuT79vkaWYwFA0y3Ecy2ZWyI2w pKqJHMswDMMwuB/QAjvjrLpKyqKSHA4AQPMc6CkjjDWuWARmymSk3FcEzokCgwMAwQlczcRP/REt 6TI/fuRU6AOfzMMQm8hO6bjEk9nnlqoDm1l8GaMFgbAU3Zv+CZLXFWE8JXTkhSzPoMEJ5emQQw7J rET6xBNPZG/o2bp1a1GDQhYKpRXJB1TLVqbAsXyoJomcf8Yjx7TCEh5/6GlKIKRmVoWzuR4mqiIJ AOC73uSgZowiich1vLk/ue8CU7OcX17y8aMIWtC98T1h5JTvMa5hk/zMoD3LfgknqfGtJEVGjuXE W2QvXGAoNqfwM8eLz+J7IafJmXW3CHLyRsfQMoJkHkrZ0E4ZlCxSk+c08L0oCifOH0mR4NnutNOJ T4krcgyX4dmSvc6R+Y2Nja1du3bt2rXDw8MbNmzIPF65cmWx40IWBKUVyYdKuPcLGecbKSkksSj0 HNMOmHZD4ab8HQ8dTZZNgCh0LT9pJ4sX5/w8VQ1FlcEwc+73RIFrqrKsh0ktACABcIIYMx0XeAYA IAIYi6JYS0aCNwM+ChwjJUlfYQJwLYGc9gbXsEk+NbP+DvwAiGzBi+EYbAv8EGCPdWPh+EbKTSoK DvY8bwo9S5clxWeUMIIZ35BCywiSSuylbGilTDqlkjDlOwmOE+A7bgA0AZDJM0TRzEn3xkWO7jEC G3dcSKFs3bpVGp9nEbIPXnvttZtvvrl4QSELhdKK5AOqZSsIwcmqQkeh71p4KBuO4fhskpx4FWfE lMJgEAUOpsTaZxmjyFVVkDR6D31pGE5QHM878ko+SbiuTDGi1KCnJJkzZDq0NctPkDQZe3QYwQia TeMMo2iuoNBTXsqUsrPDnlZQx1xfx8HXFV9Q+T31gWM4yfACI6e+wmGUp0392T4/pWxgpiwupc6o +fGkxKeSKUmnVQ73DMMZq0lSc8QeObpHj8//jJSjq6+++owzzpix8cknnyxKMEhcUFqRfEC1bAXJ zKeE4STDKybmkxfyIuNbwmQ9gAEAYAQjSURpDpb1dUlzcYd3AAB8ZyzwUrwkKupkRT4OI2hWoC0y pDjLCWSKoCTLpTTNUrWAI8IAGInLU98nRssSq9vTV3mbq5QlKCJhBxMVbBRGY1VEaYyvBgCA0JBS DjACDwAQOOE2UHgxSGnCzNIUIyiGl00qpBjL9oGZfD0vpWxky7Id0CKvA0Do+mOhKgiBrEkMp7u2 rhm6GrJsEIQ1nEDP0YRjeLTAxBsXUkizK565NiJlBKUVyQdUy1YonKIJWO17Qa7fswmSBAg8D6eo 0hpMiDOSjI3fGxU5nunhNMfOXfthDEvj4XhdjpGcpHAAgc7JuGTuefjn+4dhNDOthJqrlAWKZYmU 70VAYwDgu14VI5bQvUgYLaakiarcDSwnojh2ro5OAKA5BneJqWc2tIww/l5ZjBRkyR9/EoT2Iz7F sXRmbAPOCDIDEDkS7XOKOcfZjBzDZVApiyAIsl8o9kQKSDz6WqunzMmVHu1vqwOonZiZatacXOmh rrZVA4UOct/0NCUmYx7u6+ruH0mn0+mRoYHxGbHSwz0tTR3TJt8aHexsrG3qin16qJH+7q7xSYmH +9pbZkwnPNBe3zxtut7JaNNDXY01zT0Tc3LlY66wuPS1Vk/OyTXS393Vl5n7amhgcHziq5G+tsa2 aVNcjXQ3NeRnMq5Jgx11iSnzy2b229taV9/Wl9045YSn0+l0erSvtR7NK4sgCLJ/QP2yFSD0LEOz tkCgi7xHE3gUeq4bUh29ikxjEHqWqVkBbDRTIlAYAESh75geZ5fqoNkcfFMWZQJPmsnQlpO8BQzH 0SRJS7o8MbY29B3L0G2QbDP+4QWhb6ZEQSZZlqGToiZNG9A7q1d2MloMSMHQA0mSPSryIWUqexoK XBpCSxHEUOVsEXdUPqmFFJdkKJxK6io7faxsyMV/29d8osCzTc3wGN0S6Ike5KknHAD1yiIIguxX FqXT6WLHgCB7Nv86plHgugFGUlTuWcjyKwqCiJg+Arn8V13duyMIgxAjCnicoed4kGtO5xnhhkGA EcW4FhAEQZCCQ7UsgiAIgiAIUq7QWgkIgiAIgiBIuUK1LIIgCIIgCFKuUC2LIAiCIAiClCtUyyII giAIgiDlCtWyCIIgCIIgSLlCtSyCIAiCIAhSrlAtiyAIgiAIgpSrMlj3a9GiRcUOAUGQ/8/e+wO7 6mV7fmsieBHMS0QmXiQ6Ei8SLxKTPDGRmMAlMpHBq3IVTARTTo4j4cAlHImJpBdJU66y6Ehql13i 5wmknkS0E9G2q6Aj6Ag6ghvhACShf+fonHvv7977u3yicyTYf9ZeiAX7u/b+LfOHP/zhn//5n791 K2pqampqPsIPEMuyLPutm1BTU/Nb5u///u+/dRNqampqaj5Ive9XTU1NTU1NTU3Nj0qtl62pqamp qampqflRqWPZmpqampqampqaH5U6lq2pqan5VmRZkn3rNtTcJwucmWmYMyf4wBBlwW7nveO8zHM+ VM97SFzbMgzTdpOvUfpnmeuLkbjrXfBlisqi6BlDJZ5zt8ZqS7LI3Xnvt3riOW707rN+TupYtqam puZrkXhrS2QIgiAIihNlWZZFnqVIghTXGWSOTP3dvyXF9VeJLe63x13oPE0IdiXeSDzbEBiSs95x 28wCZ6FzFEHQgmm70Z1PXIOhaE4QBIFnSIJkeEEQeJYmGd19/NUfg91C50iCoFhBFHmO5WTT+SZ3 88w1RQs4gYlMjpbX7wrPMs9WGeqf1PXzLc/WOs+/OF8xCoxsWd3RgkA4MsOZ3hcu/XPM9SWJFiov mLvPLifzFubMA/yNwxJ3JjK/4152tx0+tSQL1jpH/aM4e58fRzuTp37Hm+67zvqJyWtqampqvh6r IQYA0Bn75QfxVusMlmmebqQmQGOwin+NZqSH1UTpNgAAkP4yLT70N1Ot30IAALqT8H0FhpNOpaQ8 z3N/3AFkUHyyHY82Rb+2ShNa2j7P8zyPN9po88pX50LyPM/T/aiDQFPa/CoGqhIv+1h/nuZ5nof7 7SG9PSKcT1Z3Pi7xxx3kPOD3uSohfVzaF2CvtUtDp/52/86RfpO3zXV7ymo6958pO91Op/vXDjhM p5vq8Z9vR38+HE6ftNFeayG9+d06Ty2Jp12kpR2eKq/iFashhg1XzzXjp6d+L1tTU1PzNUEBrf6b ZTij6zwKgLKWF8fBgqu8/vl6mgOU4mRzpncuPiRZ0Zi9sB8t8qpzKIoCCigKAEDyInv7WgtnVYF6 5auykGN5tKyyyF9m1me/aMuy95k12HlZ2RGCZij0+vvIVvXXXqdXOvGAmxLePONzyALPQ3EUAAAl GZr4wsW/Za7b9uxe9KdeVGaeqb76FjmYqcbF++zPtmO0UF9QUXjSRq/UVmnJs2268Iq3najmRB3L 1tTU1PxqZM7MDgDnBQ4CW2YZhmHKKdlgITMEJVimyFA0TdM0Z/7XncESKIrSupsFtkihKIrziwQg cnSepilaXLiOzhIozi0iAIDIMXhOUFWBEy33bvR25+6IAopcfeQaDI4S/CL4eEcJ8n4wQJDEK1/d fJYBAI5XW50FjqXygrXbWQJDUYxgOOXNP7B1WTUMmeflxUmrGq11QbbWa0tgWV4QRHnmAgAEa9Mw VJFjOdUOLquMHEs11tEnb6aq+szNACBxZ4auyzzLitYuSRxDkO2/uDNdN9cBAEDmLgzd0FWBF8zd OUBNdpbI0hQrX1dxVULmrS2V54xd2TlWd4K1zjMUzenrKPMWKkdTNKc7SaWNhqHLPMvJs6KrkW3o hmkaqsjK9mWU7S101XI/Bbah6uY6AoDMWxi6bugiz6uFqRLPNmWON9drlaUZ9TJOz7yZKuumIfK8 al9HoDfmSnaWquqGLvKnocncma6blmnIPG+6mWsJgvUnzzZ0w76KU72FrpumaagCpzvgLWTB+GPg mHoxEJFjyKphqAJf+He0VgX9D4E703XLSSBxbVPmeMs7tUwvRkU0nAgAsmg30wVWtgPHEBiKZu/J QFzzxaF5Bi0HUOZ5Xp25SebZhsjzvGyugwwgcS1ZkGflRZYFa0NgaJo7BqJXLbk22NXY3feKo+1t nWcomjfPQoaHJfzMfOsXwzU1NTW/aTbDBgBAW1ltV5NB6zz1nM77CAD05nGeH0ZtKHUI4aQL0Bgs 4zzP91oLoJiGT5fF0dM4z/N8IzUAoNkZSMqw02gOlnGeH8YdBOnN4+K0hrS5nfn0Jx2AK2VA2YyK xiAuPmlIm9f6FU66AK2+dkbqNgAbXM+KVoUET3wVTrpHoUK4kloI1hlfzM7G4VZrA9YZjueb7WrU awDWm4Z5Hk97WHcS5nm6GTaOc7PxctBojw5Fp3pIaZN0owyKQtON1EDKA64ahvSXJ6MNpGVc/NVF sMEyzg/VmWV/0uuODmlejGJjuMnzcNJFmr3Rch/G/qSL3bFktYQ03I87SEPa5Gm4H3cRpKMst2Ea b5UWNHvadOPH8V5rnxq6Hw20bZrnxQx3U9qm+UZql3UcRtr8RpMRz3vnbvrTXntYOEe4HDSw3tTP 43A76gDWUeab1WQ03Vddxx93Co+J532kqdwZyaq5tkqz6O5ZZxFOur3Cu+KlNt4Xn9zTYKTLQUcr B0YbrfLC65ulh6SrAVZM1RcT+8cL4TQRH4cbpVXO5qdbpd0takj3ow7WUjZpGvvzAQat/ni5D+O9 1kZu/fIwaiPt0all6UZqYv2iqnjex7BSQpPHc0XbpsU4tgaT1SGO96M20iqdrdKSPI+nvdPfd8au WnvVrzZSA2kPpxs/jjdSEzleoK+X8LPyA+z7VVNTU/PjkwSOY7u7AJjTR+fXjZm38wAQnCAAgMAR +Ktju8Cz1Qn8i9KK/xJSNE0ONQEAYKcbf/xEKBRevOH862K2sz62ayIuzHboOqL4N89GaPHF4I9N CyznP3+ZXBXPtkwvChJSX7sCS140jqAZElmQqirQAOzMWJPybJ2IIqtbJEVk0c6NIEOTDACFyPMS tHjHhpMUkbhBBpDZph2RlGU5ABlQJHhuAtTDPB/XMt1EXlgWAAQ4RUReAFTl+51hRNyaQgGAUhcb FmUAEgAgOIGnCQCWIRI3SOBxJhFK0FQxMY8SNE3iKHA8QwAQPNOYASuyJABwNG55AQAFjmkFKDqz XADISAqN3AgYNJnJPGWaMifrxKs5SzvzZUeZhVEIXhfwf3wxXdGkKQLBSUFgGWAvTyC4lwXDoFmw cxM0S97IVKREc4YykHiel0ESJQCA4uhO5VXUehF5XXztRSKKBpYgkqYhsrp8XRFKqzOTICFxvSCD 5FaNgxM0Q8IaACBavFjAuWRxnqwyL6Jhv6wFiiSQRJB5GgXgWcIMAgC6UkTm7TwgzgZEWVkg2Jkd CSKB0wz5N2NmJ7yAR7ZLyULp+CQvchQKwDC44QYAVLUll9wdO/KxPWhBZEkAgqNh7QUAxHtL+Fmo Y9mampqaXwGClXWVFGj1zh0OUJpnkN//kkQRABolnwBjOPrOcVeQFW1i4gV/BUAc0zAoAG404igi e16pdwlO88KTh16E219K4Efxqso/VW0RNCQJAEmT6xd5Rws0hUNQfEuyLGk4u0Ql8SyKMopjcAAv CDJKlWUWAABk9fWmZIEXEZwgywQAgCwbAADe4vR94gURHIcBpVjmpgQchfdMBKNwPvzq7wQAIPKC hFBluXiEkOXiW8O2ElH99//w0pYs2xTwhyOReG6UEScpJslQiBUEWRGe31VoohSNmy+qwwg0+fYA 4xSdmaqKciJDglN8JMwWrijL/2i99F4WC515VArKmfaLLOr/jnzpyrOFyV1+TdBU8qLqJM/RxHGE rwo4/hHsPIDToyBOUQSs3QgE9Org64HJkuzTpRloWSapmR2IYmBH3JAwzUUgcGuP4sU7tWfHEu93 8f7YvQ168oSPlvBbp9bL1tTU1PxqkJxA37vNkaLtjHuRpeq6bqPS1FkIOADA45gE4PKGieIoAgA4 I+ol/BNJOI9IPC/49ZYK+wAX6T4kSYBncoLDGrrIVgIulDFmcjLTzZn14tCztV5mlyXO+vwCOfJe WxIVxXFw12epauZ50fX33vqsko28D6wk+h5wHM929lk9mXheAlFEiDM3OswFWIjCLHh8OkqQ6CfP rSo5Seq1GDXbqazsCYYuMMTbDpWsZfYFVFPlz2+6kwgYYx0EW4P2Xnj18dJjWZRQ6sIL9hYbWYK8 uDRkNONZi3oxZI56/bIAAIIiPgVuVUyKUs+kvKEEjlxlCpKCzOyshbOwUfHlRaZd05otAob/SALd 3bF7kuyzS/gtU8eyNTU1NV+Xizsjw1zfBDMAyNzZy4ywXNswZuu1JZYBL47jAJBEURatbffTuazb cABlBBaDT78Y6iLIACJndp1xVDkvu/goKwo+fZitRep3v/sHRn9DMJBdnFWsFnAnTrn/6aOvsuy6 2HskUVQcETg7EFQOzTzHTbIMIAt2XgJJFgVBBOCaeiDPLFWUDVPnCsuTHE8FpiDM3CTLop1pONnd 0KiMaGiBQ38v88Y6yLLMW7zYAVq8a00SiIIIZXkO/YMuL8qUIMPJ7k3x306In0p4vac3oCzPJv8q COYuyrLEnb2sExRc82WdAEoJlikQd4yXnZbIQFlZbnmWVYRDmetErC4f5wDuLfeQuG6QQQaQua6X ZVlSWPa2iuK9obOLIMkAEtcJPmVZFgXB/7N4WQQABKNaOgOQFS8+kyiBJIguXHFtGm4GOC3ODA4y KF5IZkmSZUGQeDs3gQwAot0ugCxJoiDIUIAsybKssGN27CwpqH1Ym2X2YrRzcVHn8coBVctUjUsx NEReUP2MEGQ2MESHEWiUFGQ2MF8C9rj4yG2Bjz7P4MHYVXnTK94s4WflWwt2a2pqan6zxIfVZNAE AACsq823/jlPI/WXwyYAQHMwPaQbqQGANFrtdrvd7nR6A2W6j/M8j1dSCwHAWoPxaNhqNpud4dxP w43UBgBo9MbbyjqY/nxYrBWLYK3B9HqZz3C/misdpDhvtNz6aZ7Hh81S62IAUOT9FO0rFr69lxN1 bvx2qXWwoqR9WHxSlN7sj5enBUzjw2Y6bAEgbWm6OVykJN376lxstZCbypd9BGsPlNF4PJKGUtnR eKO0MazVk6arSb+BtQaTfZqnW619XKQBQbBmR5r7eZ6nh2m/WXze6I33l4ZK/e102AJo9MerYsDi jdbBijJa0irMi3SiRqPdH2+LHDWlgwEAgjT7k32a+ptRDwOsN1odwsNq1MWg0b8YqKsS4v182AJo SfM//nEpFX/tw3A/l9rVvxFoDef7OM/zcDlsFw3COto2zvN8o3S6fWk0Ho8UZXLVofiw1LoYIG1p XhraXyq9TnegaJqkTLZxnufhdjJoArSG01uzh8thC2u0+8p8NepiWHt4sTDstbkOk34Ta3QGo+VS aWGNjrIK/cmg0xtq48lYk7RVmOd5fpj0mo1WT7tcOjieDzvdgTIajzVJmx/SY+XNrrL083Q/6jaw Znc4Xs2HTazZG23jPN4o7UajM5we0jzcTvoNQDrayk/zPN6OB51OX9I0RdKWfp7nqb/ROgg0+pOt Hx6WSgeB5uC6w/64c0z2OrdrOegoZY5Vuhp2lO2x7yulg0CzP9n64X6ptBFoDaf7+KIl4XZc/n24 P3Z3vSI8FD4xnO/DcD8dtgBpK8ujSR6X8LPyb/I8/9rhck1NTU3Nq2SeyTH/8Ze/VT5qaXvPeEI0 e1VQFAQJSlJPTAe/UUyGk29O5X4TMpvHVWoXPGGcxDFnIMg0REmSJVnkzUxXsA0GACCLvCAjKPKt zZ3KSpMgiF6zaxIEGUF+ptnfQRZ5QYaTv2KNPwmZIzMW5yz4qmMkSXZaGq769wer+Oyxq0f/ilpj UFNTU/PNcS0zEE4vqVJ/0sPw19PRH4ASJPW5gWxRzPcZyB55JpsqW6vCIiNwFCdIkqJomiJIlj2u QYAS1LOBLACg+Bt2/bUDC5SgqDqU+QqgrGGS9tX6zNXg9TMDWfgSY1eP/hX1e9mampqab07iGLKx wykKJ3AcIElQVlY58ls363sk8wz2dwYxD2zhrUg0cQxBNnYJQZEEiuIkI7688E/k4tf87CS72SJi xM9Jn6z5Nalj2ZqampqaH4UscHflCgsEzT5eFbZ6ShIlGYoT3/eL5prvjg8vaVfzq1NrDF7nvbt4 f/H6kzsLQn+AxHN2782W/dJkwW732tI3HyVxHfeVvmWR6/wKi5Z8rd59d/Vmwe7L2TPxnF1w/Ns9 /11UtJ4ZhrkoHDfaLUzDsNbfwsY13xMoSbMlTwWyAIDiBFEHsjXvpnaZH4fvP5Z1VIogGV6UZY4m CIIgGF6WRZ4hCVrf3R6euDOBJog7XwZrZTcurQAAIABJREFUlSUJguSs4Jl6A1tmCPTv/u7vcIp/ sLP5LVngzGSWJEj+dn2/bC1TBMGI1voUCWTB2pBFWVV1VRUFQbYqO3lDtFY5TnwxDF3keYHnjTu9 fYrEW4jM7zhj9w2jgCxYqyz1T1e7fH8+iWvx9D8Kd3e9BgCIHIOj/lF+bbXFL8DX6t13Wa9rCJxq f4Ear/wyslVOMI9Onu10eUHwIu3qLKv/HwvxJWBFDl0ItPAl6q6pqamp+Q3x7ZZQeJKV1NX2aZ7n 8bQHAIAMlnme5+lW6d7fLDycdOH+TuLFtuh3NoG+5TDqtrr9frdctqV5XILjCQ6jNnLnjHDawwBO G0eXi290RufVU8LloNkclKudxPN+87wuiD/td97RhBv2SvNyB/ZvgD/uIJ3J9XIvh+n0jX7Fq+n8 0do8eZ7nq+Gdzc7T7XRaLCeUznt39tz+4tzv3ft4q6dfq973kn4xR9prLaQ/PxV3Ljie9hrFpZL6 2+3/9t+3yqs2PmwPX3IJmrfdr6ampqbme+f7fy9L8C/6nX1yUEbX+fdm+T49YxAElOk6tu14a6kJ AH9xX5vFvqoEpflBO5oZF++PXNPGuTagx73xsp3O/6eINyt9I3jzhbJF0QoAwNu5FXkBKeriZ2nQ 7+5M+OuC3mlDMFPfeF2c7F702asv4u5sm5m5pmoed3z5Wl2/lJ/c6937eLun9/j8et/Pc1U+I8+5 KuhcsOd65bcoyVCf/t+g/A6nmGfnlZ/gbferqampqfn++f5jWZpj79+8CI4jXUuVZVVgCJzizQsh QBbYhshSOE4y8sK7d7/KvIXM8bIqcpy+vopUSY4vYkyU4WgEoEFRxYYxrsHgKMGXm4k8bLOsc7A2 zjPb2dqKeLWyCXXmWLO/YCx/uT4iwXL0p1+shQdAcyz6i8pwhlM0jREEqnpo4s5UgedFoxAQRjtL FXXbyyDZWaqqG7rIC+buKjRKXNsQed7cAUDkznSBF2fe0Rq2qeuqwLLlaZm3MAzTMg2Z582r3X8i x5BVw1AFXrTcDCALHEvlOcPxbJWjKVqoiDIC21BVw9Bl/XoTomitCvofgp2l67NdAgDJztJ1Q1cF XjSdCAAy1xJF60/e4kU37OC23vsEC1k0/hg4pq4vjkcl7kzmaIqRFwEAZNFuoQusvNhZAk0Li6Dw F103dFEQ1MJfInehi7xoeaV5BV61i7FIHEOUzfV6JrIsLwiifDJitDNFlqZZdR0BQOTahsjpa8+W WZpieH0dFTIUVeDlotK1KfO87iTXPS3LKwZZttwk8Rb6abyzwNZF8egaN/UWVlibhq6KHMvr6wgS b23KnGC57kxkaYoRLz34sWMEtqGblmmoAqc7AFm0m+kCq65fG/SH9jk211voqm4Yqvxy8tDEs02Z EywPIHJM1XSixDVV3bD/z4WuW96nYPGi6qUG517XeNOxVZZm9V1248yJuzBEVlx4O1NgKOo4Otfu V/NBssjdfR/baF5Lrn8QEu9Vxf8lFWt/K41+0QxnZhrmzIleb0AWRd+Fa1xTVeo/z7d09W852j8E 3/rF8PNcagzyPE9XQwyw/jzMt0oTALrFVGuhMUC6Ez/P063SAoByjnkjnTUG8WrYgKayz/N43keK o+9xGLUB6YzL7W/ieR+B+wKGE/54ODqkW6kJTancKCScDqRV7I87pzP9cefUrArpso8AMlimeZ6n +3G/iQAgzZ62vN7Bp2zaeWOecKqMD3me77VWY7jJryaf91qr1BhUZ3VXA6whbfM8z+OlNJwW1pt2 Eay/jON5v1uUHS+18WU7V8NG0fRjYWl4mHQRpD2crPzYXw4ax21T4o3U7hcFx6tB42Y2fCM1itbm eb4fdTpFjel+1MFaWrGhzqR7Ouum3qKMYeN6PNJl/6QrSJd9pNHV5tsw9qe9Qo6Qxv580IDmYLrZ zEeTTRgvB+3BMs7zPA+Xg0ajX8z1b4an5sXTXmnsdCM1y8LjaQ9pKqd2Nvuj5SGOD6MO0hodjrW0 +qPparuZDJpHR0rn5+b54zbSnYZXPT2z11pI6diHURvpTePSWNL06O3X9eZ5nm6UwbgcvUED6U68 cKu1odFVpls/9ic97GT2akW3jrGRSm1LutFGpeX6GNJfPh70+/Y5E84H7eGqsPW0h5SVxuFWayMt rXTnbcUx8nBascy9ro06gHWU5WY1Gc0Pt84c+CupCc3eaL4P4/2oczJ+1f1qPka4GXUxOA3cNyWc dpH3yMG+B4odv5D+8u1D86q1yw2nfm19UclhMlRWYbjV2sirN8M8z9PDfDRevdnKcL+cSN1mozWo 6KxSfztXuq2ucrFf3mcTHwqbz99X5jd09XK0u99mtH8Mvv/3sq+AU1STQCFLsgQAIEqSi+9IAJTh GAzgz/bi+s2ibSz+ilAMCYATBP7pl9n1q1kAAMhcaxZ0zZlavhPFhdluOV85JvtG01BGVzvRotAZ uOaaVrlnpkaPM8YoAKC0anveUmPB+Z/+A00JN++CKVFlg9nMBQAIbI8WKACgRHOmM5B4npdBktw8 QqL3/okWppN4tmVZlu0RNJF4AYqiriHKs12Ec7p48UoYGNmyZAoS1wuKOoo1x3FGlDkSJ1mOzoIo AYBgoc8IgScAAHCavSzlkmxtGBHDUQAAKC3LTGAa66uH0Jt6nwVnBIEhcJJhySSIEkBxkiJxhOIF lhV0mU2sF5vgi/f/BK8K6O9fTO/SWufp78TzIhQvZ7wpIvJOz8oEJ/IUjlMsTUReAChO0iSOUKIq cgwrz6wB+sfFOoAHg3AfWhSp3cKOAICkKdQp/tytE64w6516AbK1ZUeBY1mWtfBQikw8H6dpEsE5 WWRInOQ4MomCS/vdbxOKRjNRMJ0Aii3bi/Xii68eDPpj+wAAgGu+OLRQXA0ETZPHIar8/Rp3u0YR CMGKPMvJukDdOnNM0jSBkLwo0AROswzxeK/zmvdCsLLMIG8f92Gixez6h6BKtpudXvsTopN4JvMV G/PlwWlB5VvPHn22NkpyqkC/ZfhkPVt8eV/P1sZLxDAEwRjrna2/bnCUElR6LetviHkImpetxQv1 5/8i8sZxhgclGUHmaE4UmMdrAr+jj6Uv4dR7bH5u4td29cc8N9o/Nz9yLIsy+s5dcI4qz4p5jnvB TREd3gQ+gRt8gk/e7MUwjB2pjkbinUArc011x9m2XPkOp3mBe0a6Soo6B2vD8pK1FXHXxRMUhUEU XM/PRFH0CSiGBsiSJANASd5Ye8FKoZP/IquLq04QgswlM3OdgWsHTBHboCQFtq7OPIIh325kSeBF KCPKsizLsrHYeY5Oo7xl64Qj/xNJ8taVRgOnqchS9UVE0Kd46jrsyzKAzHVcwNGn9I2B62XneBGn KAJuIo679b6HomWn5l6oM8+yW4qmkCgIHhVCsBwVOG4CAFkUZTTH3HQQvdyUqHw+oVkaSd494UYJ Mr2b2QFEtksK9G5mR5njAHfv2ehYbxQEQPHFeOozx3NNDn1PAH2GebEN2nv5d/9Asi93bkZ3Bv0N +yTuLkBPLvF+re/drl1wx5mvWvrtteO/Ke4I1r8cka3qryxccaGMB/guEgPezbuajFYfNN8482MS /LeJPC8p20HQr0SZR1BW53byi/vWcUDgZKdLef+JV51Ts1H0VQd7Rx+rvvQxN3nW1b/GUp4/omf/ qvzIsSwEC55i9Ey2VPr2xl46U5ZlAAjFXMWSxe6QGcmreoHMXodHifPyEui2yeIAyW5xVDEmnhc8 dengvC4SfzJV0UJF4bpwlJWF5t+cxWV8kOxsF+upAgkQLGbO8eGU4ExLbmXBzdsklFcF1LYW9jor Y5tsLbM6yKbKUzjcje7vRZY4gXq2Exz/zQIvyqKM1m0v2Jq098LrTuXoaCGwM+rFkDnq9SUbURxF P3mPo8IqBEFA4FWlSChJXVrt6XrfDUEQnzy3KuokX3lJSKkzGSzdnFmmw8xs9fGRJZUxJql7R7/6 w0fyMuvN7LUdkOqLzLgz01oDy75mARRFI2d9vnUEXvBWG+87BkQZIS/cYD/lIkuQn1sN63X7oChE wcclZ2937Y4zf7Symlsyd2YYlmXqIifeWeruRnf+rOa7IHFM3bQsUxVZ2c6SnSHK9l+8ha6b6wgg sHVZNQyZL+TmV8r4iuQaACByTF03dFngZat8siq13sFa52mK5owrmfSljP6/+5//1ZJ5Xl8nAIl3 1JM/LuRKWX7BE0L/pFSy84YTvSbWv0tg64Igm3ZVdXshwf+/XdsQOXHmLESG5gpV+pM5D1f9SnYz /WXhfXJnulrmI7ypXwcgWA5mhv1EhEfpttXP/jMv3FtH8XpMb9MMIscyDF3mWE61LyaErn2p6Nva 4Bma5iuekLgzQ9dlnuXE2etLcd6mWAAUPqkv1rbKMZwgiKLhXDjZvcun7JXI8/o6AADIvIUq66Yh 8vxNKs/xlAfd/Jn51iKH54mnXQCA89pSe60FAM3hcj/tN+AkPy31ssVh/rgD0JSKbc4LvWx77Od5 vldaAIB0tG2c5+lhPt9eLvXjz/sNBMFKEGywSvM8T1fDSk33OYyHo/Jrf9JB4CRp9cdtwM7yvHir tbG2dlYThqthqzVYFoqYw6jTUU5tilfD5v1KD6M2grWPFeaHUbtQA8ZbpY00lW3oh2lVLxtOOqXu M95qHQQbrtLSGlhbWR7iNPWX2mgVx1OlXC4snHYbxVElW6lR6IvD5bCJtMcH3w+rqtV0fpKWroYN aPTnfl5Il5FrrdFWamL9ZZqGfhyvho2TbNmfdNvHldi6SHt0yEM/dO7Ve1cvmy8HSEPapLHvp1Xt bCFOjfM8zw9aC+md9FKHcQdpDgsvSTdSu9TL7rXWUcy6klpIU9kXB3dLDXCFqtp1qzSxQtV90FrI cQ24eN5vlZrczbCBDZZpnqf+fNAsj6j09ErGFc/7GNZSNmnxJ9KueML9ev1xB0Faw+k+TtNwM9Lm YSnSPeTHr0s7VAq65xgrTdmkeZ7n6XLQKPSwZ1+6P+j37XOuZ97HkNZwFeaFaP2oBr5QEecbqXFe vi6cdE9WvNu1yhDn95w5DyedUz17pVVaqep+j5pbc4k/6ZaabX+qFVdrxbPu687f0nyf2Wud4oc2 34+0eZwXV1Cpa4znPawzCfM8PevYq0NflVynG6ndK0pPN1IL64xL/ToGrcFkeQjDjdK6lqffyOj9 Sad6cSGD5eNCrpXlVe4L/U8ctBbS6o/nm+1mOmwhSHt8yB+I9S+sfbr2/bkijfe3Pnz+cYj9ldSC Rm+02izH45X/fM7DvX4dRu1TN97Wr+fHgSpvoq+xHA5X5b0CaRc3IH88PCYB3I7pVZrBfjQobqjp Vmmek0kqdj42+6C1kNZgsvLjeKOc3DP3p0Op8N/DqI00pc1lg990dX/SxcoqtkoT6107+O3lk26k 7nAZ53kez3sI0p/HuT/uFO2Mqz+Jld+w17v5s/KDxLJpuF+OuhgAADT749U+zAsXAgCsI00nwyYA 0hrM/TwPp/2uNB5Lg6GiDHudnrIsZOP+SmoDAGDd0TbO83Q76jYAAABpdpVLbXq619qX2pTyVppu pCbAY+9J/e1c6WBtab7x07zIqZqHpy8QgOZgsjqtkJkeltpwMFQ0TVOk4VCZnn+PDhNJ0qThUJIk aTjo9ZWlf7/KcNrrVlbM9af9JtZoD0bLpdLCmt3RJk79jdZBoDmYbMM896f9BtJodfracjpoNDrS dB/nebof90prtKRlmOfxfNjpDpTReKwpo2vrjLsNrNkZjlfzYRNr9if/l7uUWgBtab4P/e1k0ASs q238NM/Tw3TYbjSanYEyGnaaneF4VRXxxxul3Wh0pPkhz/N0Px12Oz1J0xRptPIrHWq0+qNNfFvv Pk0PS6kF0JLmFz/l4XLYajS7yupP+yLnSlsdQn8z6mHQ6I+3vr/SOhg0eqPNsTXhSut1ugNF0yRl cirrMO5gSKPdHYyW4x7W6CrzQ5zvxx2sdAsEwZpdaemHRdG90cYPD0ulg0BrON/HxS9mT9HG45Ey lCbHZ5N0q7URrNnuDSdLrYM1+6OVn1Z6euNWy2H3lMo26J6971G9eXqY9ou1kZFmf+rn8V07XAzr XcfYKJ1uv/ACbe6fchCag+k+ODwY9Dv2uehNvB33W41GqztQtEG71ZMmmzAPjw3c+LG/mQxaxaWy D8PDUutigHW05eYQ57ddC7eTQROK8PbkoBfOHG4LK41PVmoWB1+4X80zhNMu0ugq832cp3FcPOac bvCHURvpnRbF3ipNOH9e3IbT1QBDijv8dqQtrz39MGojzf5odUjzOD49cx7jj3Cz3IZ5Gm7HvUaZ LHX5GHNqSTjtYed1xM9Jt8VzWPHpaoDd5ontLx5xq3HSXmuVacf3C9kqTaw1GG/8U9PPxNvlxk/z eD8fNJHb/J1DpcD8FJ1UEhMrD4o3sexoNZGk6b3c4Mv2XzwQ3m9S5dE0nvaQ4qXPvX5VYtl0OWh2 lclkMplMRsNuq62s0qtny7JfUqN8jfQaRSyb5/lh0sWgOVzFp1j2wZhePMxLzY40nkwmk8lY6rXa w8vluq9j2ePfy8HpNcWo3R4UBUyUfrvVn1z+Mrzp6hupfEtxTHy9ssLN5RNPe43yhDwNt5tDnOep v1nu4zz1N1r3vHb6OZZ9o5s/Kz9ILPuI489pnt/+gDxD7B8Ofnz3d+BhleE7T/jqxO9tz+kmdGWy 2D8crt8J/vScjVVaJt6OR6swjUPfPxz2+81cGoz2D06+uEu9Ue6rVMb4+eFOw8PhXW8cHznGu3iP fT7M212rnfkr4a+0bhMBpDWY7K9i2eUAqbx2jKc9BBus8ryYoOpM/DycjzSpg3UnYboZjTa3w5Me 5lKnAYC1pbmf5pcxRx7vp4o0mm5WSuv1WHYrNZHOeWma1QArAo/q9bga3ollL6p7EMs+KCTeTwZt DKBx/Wak6JYmaZPVZtR5K5ZN52UI9Fws2+p0sEZv6uf3uIllK1XfadJGujfNcqdflVjWH3ea17Ni d2PZvdJ8fT4zz/NKLFtsHQRYb7IqY9kHY1rpVzztYa/tCPQolj0/kKwG2KtLBbzp6vFy0Gid4uLm 8PZF9NXls1ead15Xh5uxoozm23llzvEUy77VzZ+VH1ovC4DiJ+Ukjn9gDXWcpCjyfeJLlHjnCV8d /L3tOVoNvTIZTlIU8X317dtzNlZhGfdFnEU4iuIESVIUTVM4yV6rsa+4q2e6Lvd1KmP8/HAXKw08 efBlmz6+H8EH7PMB3u5a7cxfhSxCWcPxgs0L4fyLcJXO81B3/qzmO0lwwdoFh6WILkRxdikV9EyO X7OGLrJFttErMkGCIj4FF4txEu+7Eu7zmjDxFWX5u4T+SZKh1FNLegAAAC5YM9aTz6n/z/F8k95Q zD8tzc+yDCmyVJ6E4GcLjXRU0SxKfHtMURzNdvY5BeV6CZW3QXHUXZ8Fron3UNj/wNVx3jQZ19Ct mTlLVNu6Tky9uXxQAs/c9amczPMi2OmsHAiGLjB3f8A+v5u/TX7wWLam5leGFGRyzZEExTAsy/Li LBPER4lYiRckn36yn5r32KfmhyNYGLMAUILVLbVd/SIDAEZWO8HCLIKBzN1Fp+X8CF5kvRfVY3iC 4EXWM2fA3VnKyZsZdgIoxZumQBTJ4DgKSZJkURB4OzfJMoAs2HkJZEkSBAkKxddJcL7IMgBSkHuZ bZbpUq4T0KrMwDEYPV+Ody/M84c4jkO5yp27cyPIsuRhIa5pOBngtGgZPHpZcODskizLAKLdLoAk S26zeMuiAQLbTsQXAQfAcbw8MHKcAJKLNW/Of6M4P1vI2Qsvr28XYEQBsiQ5L5hzSq+/36R75rjb ryQ7/kVwPB2YgjhzkyyLHMNy71/rWRQlOE2TAJlnz9Z3dy+6bgDKGLbFZn8p+vVgTCt9BEZgs38V BWsXZVmyMw0nu2zMyZeim64W/zM8h/5e5Q0nyLLEm72sk3u9ecXVk7Vu4S8zQxZVwxBv9yu9uXwo jiP/bMnGLgHIvMXLOsIjbxdkxTpArpdlSRYFQVKxDfpWN39WvvWL4ZqaH5A0DsPwjcn++LAp2f90 k93P2KfmB8SfDDq9oTaejBVlvI3zPN5Pj0rsOH+kO89f0XxX2Y963b6kjccjRZnuyySwbqPRHkz2 abxROg2s1ZWmq0m/gbWHc7+ijL+QXKeFKrvT6UuapijjTZGzsCryBqbbMCx2KGgry8O5jemNjD5e DZsI1uz0pOlcamGtwfgP/+1BIdfK8gr3hP4X3x+WWr/brbY1z++L9c/Wdv+0GfUwwHrjjR8fRp0i cWR7+UtzlOD/4U+bca8BSOfY3+dzHm76Fe7nUhuBRm+03JYpEW/o1/M8z/daq8yk2ipNuNGR5nme h/vVuN9o9ser6onxSuofneV2TPP8Ms0gXA5bRaZLozveX//+HH1p55Wq/8nWPw3i6pDmeR5vtFLt j3W0q8yFJ1w9Xg6bx9AKwRrt/vgyp/zm8snzdD/pNwEAkEZZY7gctrBGq6/MV6Mu1ugoq7Pmv3DN 17v5k/Jv8jz/laPnmpqampqfjCTJjvqYyp/fPUmS4DgOkCXZc3qgL0iWJIDj6Dep+11kkRdkr+g4 PIOV8ZkjkwDvt2SWvWtx1aIt5MelgFkSBBFKfkSiFCwMh5J5IkuyJEuSYG3Y1MLi3ywoi4LonerF z+7mb406lq2pqampqan5OiRrVY3UmUh+64Z8ZZIFTy94xz52NPNmpsvqAvktG/XTUMeyNTU1NTU1 NV+BaLdYR7TAP7NZ5o9OYKuiPHNRkiJxFMUpXjfk220ha74KdSz7vXCcTnr3lMp76oh2bkIzt78q ibv2cPaJ3Qg/QLRbLJwApXih2IvsN0EWOAt7F+GMILAkWu0j7q0jkvvgJru/Bpm3ntluRrKCwHy/ rXwfDx27pqam5lcli6IEUJyoZ/9/Vep1DL4oibvQRUFWVVUWBZ5XZ+4Tm3VGa5VjedUwdJHnBYGT F19hC23IgrXKkv8kH/firRLMZF4w394u+/14pvASsSKP2yLNWXeqfkTgWDJDEgTJqrPdOes32lki TVKcvr5dHCBybVOkCYJk1YXjRcHO1jmKICiGF0WBYzlBtx+kz76TbKeLFvAim1gcLSz+W7WP/8P/ KPLizHu7kKsig51t8BRBkAwvyqoqiwLHCbJpf3y317ska1m0CUGkvReWFp33m8PVabQA52Y32djf gtccG6IFT5TtpdTTMjaZN5NFWddVUX60pWhNTU3NR0AJgqgD2V+fb5t69pvCnw9azcF5D470MO01 moOrpNZrwkm33Bw0z/M83kit3vQzVqp/tYHjzqMty9L0ayRDpqtBo1x7Oj5s9+/cnSTdSE1AzrYp iOeDV3ZI3Qyxyorc4bQLUO7OEs77DcC658W2TwWuJm8M0fUJ57Wq4/3W/V+v+vhhUxatPQ1+6q+U DoY0+6+37jCZbJ6u4jBqH1c2D/db/90NDeeSNFmtVqvVavOB078Wjxw73Y6G2rJo7uaUsB4vB81y xMJJt3ncNbqmpqam5gelfi/7pfBMQVyThiWc5m1RSpy9kLYomK+9pvN2XpIkx7dvOPuis1+riehj 6cIrX1XJsuw9r7EC10vKknGKee+8O8rqagfW1qL6+i9Y2IQqPC4JRQFOj8QonHtFCCrf+Nsv1uJy MBJHV9/5ftFzvaO9cJpB/r+rPj5pyjtNh4sTUZIz1zM++70oPn6h7VmysXt+SAI3OOpXCPrdkpJs Z1gRTVMsx3HcV1KkfIgHJo8WxhpnKYbjOI5ljwIX19BtUuAJAACCF0hbf/X6rKmpqan53qlj2S/E zjL/+IkWuEtFKMEL9Kc/mtYOAAASd2bouqGLPC+f1Ac0z6C//AvLGeWsOcGL/GUhWbC2VJ5V14Fj CAxFs+o6ygJb5WiK5vT1MRAL1rqsGoYqcGIxcRrtFobICpZjyyzNqE5ltjqwdYEXjYUTZACJaxsi x1seQOQWp7juTGZpihFmx1n5zJvJgrpY2ybPsLwgivLMBchcS9dN0zRkntWdi1YnjqUbdvDJW+iq bjkJAEQ7S9cNQxV5QV94GQBk3tpSeVa3dyZP07x1FVSQos6hv5jGWf3gLhxaZlGAYG3quqGrAi8Y 6+D5cbrY0ipzTVGc/TmwDV1f/PHPzkwXWHmxm4kMzRpudmtSCNaGajpR5lqqqs/+6/9+2ccs2i10 gRWP0XcW2GY54OriI/oGnFeF5qdfTMsDgMS1VFk3dZHni1EPbFnUf4l2lq6b6+jOARd4C101d39L HFPVddsDgMyzDV03dFngRdOJACDxbFPmeMNZ6xxNi/ZFIcnast3f/8s//QNOcoZzG/9XnYejKUaw 3CzZmSJDVR0psg3VME1TFzlhFlwVkXkLVdYNQ+Z5eREAQBbtZrrAigtvZwoMRbHFxwWBbciqbujq y119gbeYObv/5d//7t/ijHy2fuCs/4ySZPk0RFAk+mfHuXd6zYfIItd5Rll1l2i3MA3D+qCy5r1V Z4Gz/sIans/twonEc3YfkfBk0c754n369Yl2a/cd3X/fK5ZvSRZ5O+eprmWBMzMNw7qjpqu5y7d+ MfwbIZx0AbBy++wqqyEG0J2EeX4Yd9vKtpiaXg2bWGd8XgG610QAkEZXme9v9QVpfJj0EKQjLbdh Gm+VFjR6ynTjx/FWax83vo7nfaw99vM83ypNpDeP8zT2V1ITGl1tuV1NRtN9Gk66xVRsuJQG2mlN 7thfKS2kpR3OpyjTrR/70z52nOI/jNvYcbJ+0kFaRUfCSbc79oseKdrqpuV7rYUcJ83TrdbulPPA /rSHNXrTME/D/aSLIK3BdLOZj8Y3+5jn6VZpAjZYlmVspME0zPN4NWz1CqFBehh3sOZwVZptIzWg dZptjqe946x9vB91MeR8YGXgkMISH+ZIAAAgAElEQVRuaXyYDzBo9ser7XI8Wvq3Jj3VUW4zf9PH 2J8PGsftzcN5v1MsD54uBxjSKSz1mEprKwaY9xBA+vM032utotp42j1td15ty90DLgtb9pHTHvTh vN8qDZtulRbSUrZpHG61NmBtab5ZTUaT7R2xS7xfjnpNBGlp2yuNQRyupCY0++PVIU79aR9D2oPx ch/G/rzfODrSRmoPN+VO7sq14MMfdwpbpssBhg1XpUUxaPZG830YH8YdpFGenm6k9sn5Bg14JJ7x N1OpjUGjX4p/NlIDTjbI863UrP5b8zmk/krrYh+152E8kJZhfJj0MKRzqwX68lVvhg2k91iv9AE+ qwsnwu243wRksHzneYUqCVra3SvhR2KvtR6p4a4Il0qniSEAWGt4Kcbaa22kAOt9eCi+LKm/nQ+f 6lm61QbaJo63ow6CXcvsau5Sx7JfBn/cAWiUUsQqG6kB0Bn76WrYaJxj3cOoBce7cp7neeovtV4T gQcbeWyGjdNP22aIIcfwZTM8hTLhZr7x8zzcT/tN5CwHrF444aSLtLXlVBpeVVEEP4fimLP0sPL3 aoAhpUY03wwxpD9P8zyP5z2s2G0mz+Pw9oKrxHnxvIdV4quN1Ch1rRupgQ2Wj6WX/riDlHFgPB9K y7j46HynSJd9DI6B4p1YtjUYj0eaoowmyzsPCudYtmxv9xxM3jNp/losm+f5YdQuD91rraZ0vLOG +82bcuEHsWwfAaS/TPP0sFzu4+KGhRxdrdqWuwdcFlaJZfdKsxzFoxmQ/jy+DHcfEs7PjznVjyvO 4187UmHkvdJEmv3R6pDmaXi9HVrqr+bbME/D7ah38rfqoJz/DiddpHMckis/v+33Vmsdo/vNsAFV Rxw26lj2szmLttN57wn/uUNFW58+0Na/IQ1/puorcfyXzRJ4oguvEs4n5UN7vhpi749l8+JK+A3E svmTQ+Mvx8XuYuFy2ARseH6d8p0q+9PNsHH3NcMllykZhzqUfYZaY/BlIEgSgySKrqcDsiRJACMp IvLcv1b0kCRFIX8NggQgiRIAQEneWAfBRutmv/xH+VYfWdUDouh5c2YUjjtjEzTlmbK+TsirBe0u tYSJY+ivT3dXDj+fSvMs6jpuBgBJEAHDMSgA4MJsIeNr+Z9IkjNen0P3dt7fKmVTNAWBd5o9eUVi Soo6j/7RNHZZMLMJkccBvJ336SwuRSmGhMB7OG1D8qKqG6apyzz9xppgKFx0/6FJnyELvOBcGEGz H1umK3C9T0BSFAooSaNrXbVc4oFS9c0DqiSu95dKZwmKwj/d2Sb+AYSgC0QU3c5lopW/0MvPi2lA 2rAtNjD+/e8I+nYDeZSkiZ0hmw5UdhC6KAY/FuQ6O3h66yiUUXUmiSIAAIIi4KxPz5IsAYIinyun 5i7BTD2Ltj+qFq9o69G72vqLWu7yZtWJ86JfiOO/7NqHb3bhVSJb1e2jX35UdP+h096ZBfGxGt57 ylM9IXlVpHEAIHiZa+In/dh3q+x3bQflePqtwy5TMn47S1l+VepY9suAsgKHfdo51z+2rrP71OBl FsUJEvmrdxFxNSiSANjNrJMclGCNmdEBz31/MopnctyaMQyRJVEUHv9y4Lw546MXXr0JJF6FECyL 2Rkv1swyXM5elJsRRsAY6yDYGrRn8ur6lR8sgiIg8KpqNoSknloPFOdVsfmXhS6/7BiZAQAgSAI8 txo7IxRNvqc7T/GsSe+D4jj6F2cXHP/PPjKq2c5c/BnpqjIFyVpm9UQ2VZ7GKw8zZ9484AKcJBqf vF21SRj5npgOJRnmHYcfiSJCnLnRYSmitixcPrRlO5UVPd7UBebN7SNRHP8UuMEbR50PB5xmaQAA imObiXeM2qMggDbP/lbW2f0GBLYsqH84i7YBALLMW6g8Q9G8uTtd8cHaNAxd5lhOnl0thHZHW1/k FqgCy/KGE92pJdlZhWCeEyuV3K+6+MY1RdH6UyGOd7MscCyVZ9T10wkJ7+0CRNea/sfpAYmjC7L9 F2/xohu2d65P5xn66TZcETmmrBqmLnCCWdj0qIZ3jmr4+1kQAJFjGYYu8ywrXpkxC3YLXeD0tWer HE1RrHha1e42uwAAEscQRNNeL2SW4QRBFI11BACZZ5uGoYocy6n2lSD0Musgc2e6YVqmIfOsun7Y 2cDNOEtnykrfUPaX9nHXtu24gedVGpAFzmK2mJmGdT4vC5zFYmEvFvb5/pUFjr1YzExzUdgncW1L FQV9nUDkGALLihVhP0Q7e7GYLdb2Yg0cz5SGXNu24wXe1WuYy5SMIvPlJjnkdihrao3BFyOc9xtX az6F836jOSzW/Ek3UhNpacXkfrpVjuLR1bDZmxyOkyDpVmk1BteiznwjVTQG9/5Ol32k0H7580ET aY8Ooe/H9zQGo0OebrU2gvWmp6ZWBJYXGoNpFykn7OPloKNsrqdq/LFUin7jabdxqxTYa63T3Hy4 7DeQo0Y4Xg6OgtfLGfv7+JMuAthZsepPuhh2FECG017rZLHLNbniaReg++oSZ8eux74fX+oF7ps0 LzUWp75W+5hXNQbpatgArDvex4WERFvGeZ7H2/l05T9qyoXGID1M+83TmlwHrZC05vFe6yDYYBn7 fphvpQbSm8d56If3D7ggnfeRxlH3sNfaZ/3wYdQpNNCPNQbpfjldFY6a7ieScmcpq6q/Pfh7pUjl POpWal7pAsJJF2kMV2meHiY9DOlNQ9/306rGoGLdjdQErLhy0q3SuhUKhJvpfFu6yEqryGrCeb9Z Ol+xJlc9hfd5XAhdln0E60jzrR+HK+kkzUk3ymB0SPM8T/fapbyq5OLa8yeD0k3ieb+Unl7UstU6 pQjyoLXKRIUHVVeoCorS8DDpIYV655iQMN+GabzX2sidhIT3diFeDVu9o+Cg1PS/mh5wqJ69kRpI ezjd+HG8f08bKmqxzbDRUvZ5cdF0xn6eV9Xw09FkG19lQTTLdI79qK8cNe3Xcs003E96CLT6o+lq u5lKbQQaw1VaDFSh9NpKp+yCdDU4TqmnG6mBHS+7+XBQ3H3S1bBxre2/yDqopmRIyt37RLhfjvrN Rns4P1xYIz6Uyn7lWtmf53k47XeUbZz6035ruCq+Dzdatyst/bQQiCnbPM/j7ajf1zZhnqd7rV1q 3bajXre4racbqdUeFR2c97H2aLuZTFaH+QA76cvCldIfTv208vuW54dxpzs6pPF+3G3f+bWt+vo9 R7odynuG+cmoY9kvSOovlV5nMFpu94f9ZjkadHtKJW5JD3Op2+kOFU2TlPEx9WqlDRRNGg4lSZKG g15furoi8zw+zKUWQHMw3fr+fi61EWgNp1s/LP5uDqb7MI83ShvDml1pspoOG0izN/rDnzajHgZI W5rv4zxPD6tRDwOsq60O4WHcQQBpDsarQ5yG23GvAUhHWXn+pjhmtDqE/mbcbwDW1VZ+mofzQeP4 +IMgjWZXmvt57k8Hnd5AGY/HmqQt/YtWp+F2KrURwLrasljbM91Php1Ob6hoiqRM9kVG1nTYAmj0 x5tXNU3xctCWqr/b8Xbc73T6kqYpklZaLNyvJoMmANIeTleH0N8utS4GgHW15SuKKX/ab2LNrrLy DkulgxQGKm6jNybdxKm/mQyaAI3+eLX146s+pv5K6yCA9UYbP83zeDvqNgAAkEZHKW5c6bKP3UtT Sk+tbfclRVEUadDr9gZaJRfwMO03sUa7ry1Xow6GtYfTQ1q0sdEeTPbp/QOqbrQc9RoAreF0tQ/T PM/DldbrdAeKpinSaOXneR5uJ4MmQGs43d5EquFy2MIQrNUbDJXJ5jaQTf3NuFc4zMGv/B2e//bT fKN1un1pNB6PFOXmJzhcDltYo9VTpqtJD8Na/cnOW2kdpHCQ8LDSuhg0euNtmOZ5epgOOw2s0e5L o2Gn2RmMlhfCsv2420CwZqc/lEbXd7nteDhURiNlqEyvr7aad3Mdyx4fK9L58e943m92lUmB0mu1 euPrS6AaCO6VVmswLo4eDTqttrRKq7XE8z52ekSND5vix+N+1VUuxPF5vpUax4fStxMS3tkFf9yp ZHuekz8fpwfcxLLn9jzfhkosG2+Xq0Oax4fl8CQWv3pSvc6C6M3jPE9Xw2ZHKq2v9dutjnZpx83Z bHm+11qADVbp/ewCf9y+ENA3lX1hm2ZfKyoYS91We3CdgHd+Zq2mZIR3UjLyPE/Dw2Y+6jcRaEo3 UesDZX++V1rli6ftvHgqP4w6x3zscDXs9CaHPPcnveNjb57u55NNWLygOofHp3FON8NGazCab+M8 P4za5SCn+1Gndbxz+eNOY1DEzash1hgswzyPV/PVrTdUfP2RIz2X2PAzUceyX5o0XGkdDACw3vz2 hv+jcpiPpvs4jkPfPxz2281c6mu/6nUUxz/oo2ca+n58EVPGdfRU88OxVVplWjjSvMorfBTL5stB mYO411p3kxErVALBdNm/81K1UstVvmX+WtVVrmNZpXmKZd+a+HpnF/LVAIPOxXQNNKTta9NQD2PZ IuR+rg2VWDZPD3NNUiar7aT3IJYN532sfBkbT3vla9Vw0sX6ryTjlrFs+U+6GpQxcB7vJ4qkTTeb UyBarK3SLYLBrdJqFi8lN1Kj/Xp+2qFSRLgZ9ZoIIM2educJ+sxea91Ne9tKzXtLyITzfgM5TpoW MTPSGW22m9V8MikmdNLVsHFO3z1WozTPSadF9/vzuHgb3ZI2cZ7n/qRTvswOJ13s5Ml7rYX1j5NA h3EXQ1rK5v5dreIljxypjmWvqfWyXxqU4Iydt9J6uKOK1pfZNPVbE1iyugMCx3GCJCmKZiicZDnq 12wCjv+gAniUIMmLHKWnM5Zqar4f6Je157qu67qe88K882ScwBNnfV4mOrkWCV6Aojjq2pX1sAMv uC7uk1vJTYheLe7L8L4uAEESEOy+sKb/PW2IZjxrkS+mzD1OHbrKgrBVEgBQHM129nl768y7sv5t MSSJP8guoF8WMsx0Y2YZC/RlbXEoAOAo6jmVRcEj7/GKuFkEtH5OybAf309plsHJe31FSYa5FMRn WQaEsLBVfCHrRZbHzt4Bp4oMw3KCLAsMAQCes0so9vI2F+3ciGSPAvvEttbAiRwOru0krP7C4gCR s/AYnsUBInuxI3mOAIDMm73MAkZg8SJ5lVLthZBZ4svuYYcKvooj/SapY9mvAsEZ6yCwxcTSzZn9 3NrI3zEEK/ORTuEkzbAsy/HiDASV/UGDy5qamneD4iRJURRFUSR5lZmHluu1RGVG3Tlp/fgHyfFU YPKCtYuyLHFnL3Z079fjmO7O8Bz8Qeb0dZBkWbDWzd1lLSTHt5OFWmQNJTvLWGfEsYTrqi8aigJk UQJJECSXR7/NO7tAy2o3s40yKSfaORmvv7JdIQAAjkLZv3vNyp5vA2QA4O3cJMsygMh1gk9Zlh07 XSGxVRM3FoYsyoaplgEazgpM8q8ibzpBBpm30GfebSXloiCQ7WyXklUGMs8p6wt2uwiyJImCIAHP lF1hZumirJuGUOb6UgJH/FHn5YWbZFm0Mw0ne3gviRYvMw+AYNTZC3MzqInnHsPgxFlHvM4TAJC5 9mxdRH+Za81A1ZkLh/WsFzsBQJmXFz4rrYLj+N+8Y6Zu4q4XuwhQHIXALRPDEte23QxwgkDRsrXJ Wn9xuZnF4+Ct1wknCwQAJI7tUhzlOV6WJAlkUQJZsF7svCxjeMpzvF/MFycDwDlDZ+4sfVTYNTsu LvEBR/pZ+dYvhmt+HNIwDMN6hrympqZCvFHajUZ7MNn720m/WUj0Q387HbYA2tLyEOd5epgOmggA AGAd7UoofautjzeFUAsAaQ6K5MdzLWmep4f5oIUAAII0+5N9mufhw6ornMTxYR4flkW2wWTvPUhI 8KsJCe/uwh1Nf7yfv5IesB93G41Wf7QJ/v/27hZKcW1LAPB+a81axBFHHBlFniJPgSOOjKo44ogj joxKJI6MIo44MgpGkVFkFHFwx5CryCgyKnmK4zhXnRGhiiqquqprut7tomt/isXP+Uk1ZHey9znl 2xr92SbP3zEGdl/5YK/2x9Nu3KlV663eZLUcNiq11nD539fZ8PnypSoIxvLloFke/Wpz8GwDm/Wg Bo3u0B5Pxna/b59ff6m6gLHduFl56KBaa96NN2XpxKRbK1+odadX66k/qTp4rSSD5fNevVKtt3qD oW1fcvjfyOw/Lgedvj2bL+eT4XB233m+GnZq1Vqz0+s/NHVc2516vdHtDe3J/P5gH5aDu/54Np9N bHt2fvK4HHSG57zXw7Rbb52rXsp/b63+dHc8TDvVRm+2Ox6mve5gPFsu55Phsxkxxp6WZJzYi8Uh rxU2fFV/YYz9GSEzQgihr4wWaUavc26+jWRpwQmS8K2LdpRkBRWurxL/Y71zCp97DOnC3UqmJlJC CCW0SH1va4ReuWZUkWWEE6XnRzc2BbXwaai93QGJPZ/qVhsIoYQSksXugg8Cgwco/7wgPFpJGqEf 8E8/ewAIIYS+AE6Q3pNk/3L646PmeFH8sQG93zun8JnHkPmmtTUSh+eB5wUA4AtR0e5b5gRR+sFb 2TS29EAIDY7nBR4EAApJW3nYd+atPy9C74GxLEIIIfS1CIqpBZbEj0RJ5DngRdUcOW9XQRRZRv4g aUrhra1uONmwRFMVA0EUBZ7jBFlzRuZP/68A+jVhjgFCCCH0JdGiIMDxwvdlLBRJfK624qW2/F3p HZQUpCya+pFhIvQ6jGU/C1okWyIqH3jbhaRxyivlciQ02yYgf6KNqf/xiiR+7XjSIkmIiHtdI4QQ QrcN1+T6FLLYUaW/GUH2UQ2SJNDlv6rueQ1GGlmqOorfsQTNbSti97XjSbOoPN43vlYaQgghhDCW /RREZWS2K2+/77vxsmGpD+utAKeFhATql7kqKyiW8crx5ETVMeSPPN4IIYQQ+jkwlv0suA8PND++ xVvy5uy/9NFB6AOQNL5fXx4hhH4ejGU/BM1i39IUJ84iR2tLsupEBU0XlipLsure78ZIk8BxPd9z TE3zkpeaKWJPb0uyYnjb82ey0DEt1zU1zVycN7LLItfxfN+1dOVhTz+SBK7jmJqi6A8fvTSbRr6l qe72YZxRFjnak7EBFLHvuo6pKaoZJM+zEUgSOI7rOoamO2FGAYAkoWuoepBsfUORpLaxyC49hp7r WLqqaG50fSOfZqGja5rhRgUUW9/SNU13goSUUzMMJyqAbH3Lcj3H0PRyiGTrm5qmGW6Yln0Hlm4+ n2oRe5bluI7lBOnjZ1+dWhG7puW6lq4ZfkK/uy+EvjCSBEb7r+po+67MJZJGgamIgqjolmVZlmUa qixqQQEkjXyjLQpC2wzitCi2oatJgiBr5vmNWluSrPjcDs0i1zRMy3Isy9R104sxXwihr+wn79Xw izjlu2mnUmkNl5v8dNwMG1Dr2rP14Xjc2c1Kc7xnjLHDtNOd5owxdpzbk91VC8u7SrU1mK42m9Xk rg6VzvTA2HHerXamOWOndb9W7a0YY2w9aA7WjDHGdmN7fipb7g2WR8YYy6edSvVueWSMbYb1yt3y VI5u0qnUBmt2yvfTTqXS7E1X+zxfDxqV1uRwbqtnb06MMba3m1AfrJ/uxbKftFp2uUXKYdat1nrL nB0Pq0Edah17vjkc99Nutdovtz7Jl/3+rJzo8q5azuSpfNqpNOzyEOzsxv0RYmw/Gc5yxjbDem2w ZowdJq1KsxziafP4jcd5v7+82vbmtBvfj/K0GdahXvbw4tSOs26lYe8ZY6dVv1Y+2tmNSnd2/K6+ EPqi8vn0vMXRzm5UuvN3bwS4sxtQH24uDc7saflV2wxqj145zbsV6MwevnmnjT1eMcbYcW03a63x Zb+o43rQeL6BFELoy8Drsh+CE2RJ5DlJ1doCx7e1do0KiqGIPC+rMl+kBQAAx3HxSLcWCeE1x3hh mT1eMU213Vathd/nt0FUAN92/JEm0CJJCqCEUADgOBKYuhdlVDYdlQOAxPcSki183/fDTJCFIk2f j44rH0mSyHOSYaqSICiazGXl2GLPz8g28H3fj6nY5LI0e9QAjUajTNZkDgBA1B0N/mMUpLwoy0JF 0Ey9LfKSoog0KwgAZKEXkzT0fd9fpLwskiS9vnQj6KZaLIItAICkyNzvvr8FAEiiQtEEAMnwAqsN JE1TCrQgAABc2xmpme9tKQAUYcQb6tM1CEg0cqlmyBwAcLJynw/7+tQAONn0PVMEkqQZBULI9/SF 0NdUhJYTnW9RfFCajqA7unhukQPukh10lSfEtR2zDUAjS/83qvuO/PAyr3iusrX00Ut3uxBCvz6M ZT8M983HFCgAgGAEocGFxt8EUQuehXdPmpLbIlBCAERZTF1zFFHpYfGothv67XT0L/8syOVJhWZp ISi6aZqmabqLbbp12u8YJwWAIs2IoJYtmF6YpNGTJa2zJKWPzjBSW6zcx+eXpjiubAuyJOMlo2zL CeI08eVA4bkSr0cAALxmanThxxSKRSSaXbLwI0rjiKoqDwC8JNPQsoJUaIvwcKR4zTFgMQoLyBax ZChXp9I0TijHX8ecb0wNAARZIr7lLApBvmx080ZfCH1BJHZ1M/zfJHAcL8rK52gWu3pblhXrkk30 asrTU9liseX4txc3pfEiLHieBxL6i7/XFE1+8jKnaAr8T+DFzz6XhV6ZG6U55wFe5xQBAIk9x/V9 zzHUh9VNsshzXctQFdUqk6oQQp8WxrJ/HlqA4kZZtnal5F81J37lrYRQTpRESD1VjxXXNZTLyrAF EYwgKfZzHRaG4RfA8Twk0SXxlabpe3PHeJ6n2/CS+UbS9PEZSBAFKC5PUQAQZfHbjXFpfH+mA4As pfoiKaWJpwAAAKcYGhf6YRykbWfkaBB6fhBxqsIBAIlMZQSWZ2kSf+6v/FDbceTtyAv8pK0/PZcB AMdxf2TJ40vS9O2pARSBpvjSyDVV6fEZ9fW+EPqCeMXxDbEiGa5rqSIAAGRRTDU/CnTiW+cigMw3 fd50XT9c6IWjGuEL0WwRjQzDMAxVe2OpwNQ3DcMwdOU+xsyS9A8QxOv9VXlR4OHvaZI97SY0jFge OY7radTTjAUBGjl6wJuO4znS1nIWBAAS19m2LdO03JEmUAoANLacVHUcLwhHYqireMUXoU8NY9k/ T7ZwgwxAUKxg1IGXfsAJpQAANAlCzhmpHE3jhFAKQLNtSoCSIsuKxHNjApyk+57GU0oBZF3l/tPU nCgjlGbhKMxeu8rxUsecoink33XNiwtKSRKMIvK4CV61dCH2/DJOJElMNMcQv9WYpKnCb45mhimh tIhcP+F4QZQkSZIkUbzf/YVTTF0ITQc0jecUyxD+ywkEtQwai3hbUEIBSLLN/qCUFFlWng8Fw9GI Z6WKJj7rV9a1BlmMvIQCQJGdkzJenRoFgHSbEKAUoEi2GZSd0Zf6IttFgBUmCD0maoYq8bystPki KwDeTnkCAABBHQVBEASBa7y+Fapk+uUb39xelePgOi0hDUZbSVc4AOB1P448lX85p4inoaU5YUpE w9EFABJ6YZHFvu/7QQKSeJ+LhRD6pH52wu6v4bhfDhoAjf58l+e7+aBZefb4yA7TXqvbtyfTiT0Y r/LrJjbTfqfV7Q1te2jPdmXBw3E9bFarje5gtpre1aqNu+nutB62OneD8WQyHg5n52qH49puVQEA oNIYrHLGTofVsFmBem+6ydlxN+83ABqD+W+/ncc52+X5w7P7I2MsX/abZRPVlr15Vul02s8GnVa3 P7SHA3u2PzHG8s2kW4VqZ7za54f1uFuFWneyyU+MnXaTbrm4baXemx++ddT24/tiOMYOk8tjxvbT u3q11uqNV0u7Wa21ho8O137c6S+/UeRxWA469Vq9dTeYDDq1Zs+e744vTS3fTO5qUGnZq/3xtBt3 atV6pz9ZzQf1Sr07vsz+cV/H+V2l0ple/90Q+kr2j+q9Hj/eDOuV3pIxdlreVV//mjyt/crzy4/N ZliH+5rQsh72Uvt1zPMTY+X3EKr99VWjp2WvArXB06dXverjIrP7t+7n9sCertbj1n3t62k/H7Rq ANVGb7Y7MbYfN6/bQgh9YhjL/jJOx8N+n/9QJe8p3+8PP9bExfGw3x9er/4/HY+PH39Xx8fl8Lwq wbv8v6Z21df3DhGhX9absSxb96vVu/ll9YH9/iqwvV7H4OK1WPbBcdWrQX3w9EfgtB7UKs3x1eow m0HtYaWWcigHls+6tc4sZ+VqKuWrxzxnjJ0OK7tThYa9Z4dJq3IZCGP5/oBffYQ+Mcwx+GVwvChJ wg/VKHGCJIk/1sQFL0qS+PptwceVWm/Wf5B0m2TF1g1Fo/3+Ib5vai/39T0lKgj92ngOCCFlEg8A PM8z+q6UJ/pykiylj18pM1ev38mrfjDgFtboslQ0iR0rkr2FdZXYLusq/9vI9BICQNOFExbCizlF vwfuogBOVF3PbABQEFVNyjxdD5KC0mLruTHlMMsIoU/sZwfTCH2X/bgBALXu5E9YRPLP7Auhm7Ib d2q1xt0k/n01bFWgfjfdHPL9ctiqQL1XJkc9S3m6OO7Xs36jAtDoTVf745NXVrN+A6DS7M9W+zzf LcfdGkC1Y883zy+KnvZzu9frD23bHg76vcF083JWw3Ez7tQAACq1jr0+MsZeyinajbvn9K/hcFKm GJ32s7t6uazf/Q8BZhkh9Gn9hTH2s8JohN6DZBkVPuyy8efpC6FfDyVZVnDiD94p+hikyAgnvnGT 6CW0SDMqXG4vUUIAb84g9AlhLIsQQgghhG4V5ssihBBCCKFbhbEsQgghhBC6VRjLIoQQQgihW4Wx LEIIIYQQulUYyyKEEEIIoVuFsSxCCCGEELpVGMsihBBCCKFbhbEsQgghhBC6VRjLIoQQQgihW4Wx LEIIIYQQulUYyyKEEEIIoROrqqEAAABTSURBVFuFsSxCCCGEELpVGMsihBBCCKFbhbEsQgghhBC6 VRjLIoQQQgihW4WxLEIIIYQQulUYyyKEEEIIoVuFsSxCCCGEELpVGMsihBBCCKFb9X818VJ3Qjwa nQAAAABJRU5ErkJggg== --000000000000ba12d405c6c6f583--