Return-Path: X-Original-To: apmail-flink-user-archive@minotaur.apache.org Delivered-To: apmail-flink-user-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id BEE1D1097D for ; Tue, 25 Nov 2014 10:31:43 +0000 (UTC) Received: (qmail 65907 invoked by uid 500); 25 Nov 2014 10:31:43 -0000 Delivered-To: apmail-flink-user-archive@flink.apache.org Received: (qmail 65840 invoked by uid 500); 25 Nov 2014 10:31:43 -0000 Mailing-List: contact user-help@flink.incubator.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: user@flink.incubator.apache.org Delivered-To: mailing list user@flink.incubator.apache.org Received: (qmail 65830 invoked by uid 99); 25 Nov 2014 10:31:43 -0000 Received: from nike.apache.org (HELO nike.apache.org) (192.87.106.230) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 25 Nov 2014 10:31:43 +0000 X-ASF-Spam-Status: No, hits=1.5 required=5.0 tests=DC_PNG_UNO_LARGO,HTML_MESSAGE,RCVD_IN_DNSWL_LOW,SPF_PASS X-Spam-Check-By: apache.org Received-SPF: pass (nike.apache.org: domain of s.bortoli@gmail.com designates 209.85.212.177 as permitted sender) Received: from [209.85.212.177] (HELO mail-wi0-f177.google.com) (209.85.212.177) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 25 Nov 2014 10:31:16 +0000 Received: by mail-wi0-f177.google.com with SMTP id l15so904521wiw.10 for ; Tue, 25 Nov 2014 02:31:15 -0800 (PST) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20120113; h=mime-version:in-reply-to:references:from:date:message-id:subject:to :content-type; bh=4d0XSgS9wlrZG8lId+wrvcFVMzIeJis+f+4GF1eR1vM=; b=IfGjJKHhWSc3L/OnvtD9G5DVy9g0PA62BTM43IO8VTPl18UJHnKVWoB4y295clx2iX 69EjwIRwbI6HyDbIWqcyJw0eob1Vu/afKBZc5z9eJMArudFKQkBMQWNgJrW5xkZi+T8M cAsIDUt1ixY+SnhbtD1bzlpDZZreE/XA3USYO2Q8UR529yB+LwGkAI66LaS+6xEmYA8A KMkZG8+JaIeD3DkJr2bWhH64oAQOivegfv5Boks7HVt+3QSv6QQTj6xY1OwDyVIvik4V agcuaqMhm0TKg4bNBWzvW05bpx3swGqfYwYgnvuikOgWYoLoyJcpKBTDqc2fenKzyrzl PG3Q== X-Received: by 10.195.11.6 with SMTP id ee6mr43157322wjd.95.1416911475305; Tue, 25 Nov 2014 02:31:15 -0800 (PST) MIME-Version: 1.0 Received: by 10.27.138.197 with HTTP; Tue, 25 Nov 2014 02:30:54 -0800 (PST) In-Reply-To: References: From: Stefano Bortoli Date: Tue, 25 Nov 2014 11:30:54 +0100 Message-ID: Subject: Re: NPE stacktrace To: user Content-Type: multipart/related; boundary=047d7bae46662a18fd0508ac69c9 X-Virus-Checked: Checked by ClamAV on apache.org --047d7bae46662a18fd0508ac69c9 Content-Type: multipart/alternative; boundary=047d7bae46662a18f90508ac69c8 --047d7bae46662a18f90508ac69c8 Content-Type: text/plain; charset=UTF-8 The problem it is that it is only noted the chain of functions, not the exact function. Furthermore, the same code run several time on a smaller dataset (1M records), but fails on this one (9.2M records). Curiously, the CPUs of the cluster were saturated right before the crush (see picture attached). saluti, Stefano [image: Immagine in linea 2] 2014-11-25 11:15 GMT+01:00 Flavio Pompermaier : > No..they report just a null pointer in a taskmanager during a certain > function > > On Tue, Nov 25, 2014 at 10:59 AM, Stephan Ewen wrote: > >> The TaskManager log or the JobManager log or the JobManager WebFrontend >> show nothing? >> >> On Tue, Nov 25, 2014 at 10:30 AM, Flavio Pompermaier < >> pompermaier@okkam.it> wrote: >> >>> The problem is that RuntimeExceptions are not catched by user code so >>> (IMO) Flink should log somewhere all the stacktrace of those exceptions.. >>> At the moment I see only that during a step there was a >>> NullPointerException but I don't know nothing more (no class or line or >>> stacktrace) :( >>> >>> On Tue, Nov 25, 2014 at 10:24 AM, Stephan Ewen wrote: >>> >>>> Your functions can alway print to sysout or syserr (for example on >>>> exceptions). It will be redirected to the *.out files in the Flink log >>>> directory. >>>> >>>> The TaskManagers themselves should log the exceptions that cause tasks >>>> to fail. >>>> >>>> The JobManager should also display exceptions that cause failure in the >>>> web frontend. >>>> >>>> This is not specific to NullPointerExceptions, however. >>>> >>>> Does this help? >>>> Am 25.11.2014 09:24 schrieb "Flavio Pompermaier" >>> >: >>>> >>>> Hy to all, >>>>> >>>>> is there a way to print/log all the stacktrace of >>>>> NullPointerExceptions during the execution of a function in Flink..? >>>>> >>>>> Best, >>>>> Flavio >>>>> >>>> >>> >> > --047d7bae46662a18f90508ac69c8 Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable
The problem it is that it is only noted the chain of = functions, not the exact function. Furthermore, the same code run several t= ime on a smaller dataset (1M records), but fails on this one (9.2M records)= . Curiously, the CPUs of the cluster were saturated right before the crush= (see picture attached).

saluti,
Stefano

3D=

2014-11-25 11:15 GMT+01:00 Flavio Pompermaier <pompermaier@okkam.it>:
No..they = report just a null pointer in a taskmanager during a certain function
<= div class=3D"h5">

= On Tue, Nov 25, 2014 at 10:59 AM, Stephan Ewen <sewen@apache.org> wrote:
The TaskMana= ger log or the JobManager log or the JobManager WebFrontend show nothing?

On = Tue, Nov 25, 2014 at 10:30 AM, Flavio Pompermaier <pompermaier@okkam.it= > wrote:
T= he problem is that RuntimeExceptions are not catched by user code so (IMO) = Flink should log somewhere all the stacktrace of those exceptions..
At = the moment I see only that during a step there was a NullPointerException b= ut I don't know nothing more (no class or line or stacktrace) :(
<= div>

On Tue, = Nov 25, 2014 at 10:24 AM, Stephan Ewen <sewen@apache.org> wro= te:

Your functions can alw= ay print to sysout or syserr (for example on exceptions). It will be redire= cted to the *.out files in the Flink log directory.

The TaskManagers themselves should log the exceptions that c= ause tasks to fail.

The JobManager should also display exceptions that cause fai= lure in the web frontend.

This is not specific to NullPointerExceptions, however.

Does this help?

Am 25.11.2014 09:24 schrieb "Flavio Pomperm= aier" <po= mpermaier@okkam.it>:

Hy to all,

<= p>

is there a way to print/log all the stacktrace of NullPointerException= s during the execution of a function in Flink..?

B= est,
Flavio



<= /p>


--047d7bae46662a18f90508ac69c8-- --047d7bae46662a18fd0508ac69c9 Content-Type: image/png; name="cluster-network-cpu.png" Content-Disposition: inline; filename="cluster-network-cpu.png" Content-Transfer-Encoding: base64 Content-ID: X-Attachment-Id: ii_149e6809dc5a8a6e iVBORw0KGgoAAAANSUhEUgAAAbcAAAMoCAYAAABMOK5UAAAABmJLR0QA/wD/AP+gvaeTAAAACXBI WXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3gsZCh0VIQfz2gAAIABJREFUeF7s3XmAHGWdP/53VfXd c0+OyUkSAiGGiDCCgGhYroBRWTxxBWURQRQvIIo/0WVhF0RQ2V1FFwHBr3KIXBoQFlQIIocMgVxD kiEhx+SaSebonum7n98fT9dkjp6p6qvmmZr365+H9DzdM9Nvnvk8VV31PJoQQoCIiMhFdKsORERE Ew2LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6LGxERuQ6L GxERuQ6LGxERuQ6LGxFRWQj0t7+Or33netSe+w14P3sTPnJ/K3ZnBvVI7MOv/vs2zPnENxG86Ef4 3FN7EB2HpetT7X/GcZc/iteSgx6MvIkPfuI/cf3OQT9wiVKdG/C9m36M+Z/+BrRP/BtO+K8X8Vpf 7heuwPdDphfP/O5enHTJt1jciIjKIrET3/3+r3EXjsPt//ENPP2vC7H1d3fh/P87gDQAiD786af/ jYtfq8E3Vn4Zv/v4FPzl9v/Gv74SRdbqtcsoHdmJX/7qWayJW/UsUXo/bvvPO/Ef7zTh6pVfx99W fhCzXn8IZ/10HfZV5BdOYf3v/xcfeqgLH/zsJfBYdSciImux7a/iwa55+OkPP4TPNurA0hn4n7Vr cOYzm7F3+UmY2fsWbnkxjX/+zvm48vgQNMxBYMv1+NDD67H7hBMxu+KHGin84+5bcOJj+2UxbbTq X5rknjX45dZGfO+/PoWvzPMAmIcl3l2Y9+/P4o8Hj8YlfqtXKFD/VvznHzpx1tevxU2nVPPIjYio HLII4X0nvQfHV5t/VnXUNwSgZ1JICSDWvgnrxCx88sggNACAH80nzYVnRyveSkCepvv0rbj1xWdw 7lf+P3jO+y7e/cMX8Nr2Fnxp5b8h+NFvoP5r9+O3+4s9jefBkvO+iPU/+zae/9wMGHn7CES3v4gL vvl9BD76TdR/9f/hjp2pvD2tZBJpzFr0LpzVZB5DaQg2TEGDlkRX0jwXW77vF9u1AatjM/HZpVXQ wc/ciIjKInzkh/DoylNxtA8Q6Rh2bHkdN/+1B0eeeARmGkC8uxPd/nrM8Gu5Z2gI1NejJtGN9nju j318F65/oAuf+Po38Pq3mhH/28M4fuVzqDrvi3jjR5/BOd2v4MqHdqB/1J9iLBpC9VOxeE4TFjX6 8//xT3Xix798C0svvAyv3fQZ/Ev2dXz1jg3oLOJzweDCFfjrDz+GUwK5B7JR/PmJV7GtZgFObsiV 1jJ+v/iBPej0hdH5l/vwvov5mRsRUXnFt+ILn/8ODrvqfjwYXoZffLQJfggkExlo/iBC2qGuui+E oJZGNJX7a675cda/fgQXHjkN7z7+/bhotoaZZ3wC1588G4uOOBZfO6ka3e0RDL4OpLx0nPy5T+Pq 42bh6CXH47vnzYHW2YHOYg8WczJ9u3DHbT/Biqcz+Mxly/E+s+CV7fsJJGJJJPvX46pnNHz2sktZ 3IiIyso/Bz/40bfxynWfxCXa8/jQD1/FjowGn9+ASMTQP+ioJJvsR78wEPLmKp6nCkc1eOV/ax6E DA+a5tRAfjwlX2NQbSw/Tx1OnB8aOGXp8xslFokM9r75J5zxxVtxWUsDrr1uJe59f+2hiz3K+P0M QwcwFd/99qfwtfct5AUlRESlE4ju3Yk3Yw04YX4VpjXNwLSmGXiXdxse/t7LeCF6Av65birqk53Y lxBAQJaoZKQHUX895gQ0yEsqgZHVq6LlbCjNQJW32PIyXBa7XvgNmm95A/Vn/AvWffF4HB0c9ruU 7ftpCNTWoNoXwHunyrJWjlclIprkstj70n1Y9p9/wbqBc4YCqXgCSc0DnwYEZy/CUq0dj7xtXoOf xMbXdiFz2LuwuNxXDiog27Mel//Peiz43JV49asnjCxsZRaavQiLxT6s3i0vSOGRGxFRyQzMPf54 HH3Pk/jCr6bh5lNnInhwM37yi3UIvP8SLKvWoOMoXPMBD86+/THce/WpOGrv33DRU2n883ePxgzX HWYIdG38O55JNWHllC785ZXuQ1/Swzj2PfNx2OhPLorR+G5c894/4pM/fACzv/h+FjcionLwzV6G x6+J4eu/fwafevIAouEp+MCyf8FfPrcE0zQACOGMSy/FT37xML73vR+is3oOzv3XS3H78WEXnkLL Yt+OA0hkOvAfP7572Ndm4/a7rsTlAZSXVoVzv3oZbrnjMfzklv+GJoQo4qJLIiIidblvwkBERJMe ixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsR EbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkO ixsREbkOixsREbmOZ+vWrVZ9iIiIJhRNCCGsOhEREU0kPC1JRESuw+JGRESuw+JGRESuw+JGRESu w+JGRESuw+JGRESuw+JGRESuw+JGRdu9e7dVF6W1t7dj9erV2Lt374ivCSGwf//+PM8ioomAxY0K 9sQTT+C4447DxRdfbNVVWTfeeCPeeOMNvPbaa1i4cCF27Ngx5OvPPPMMjjjiCHCNA6KJicVtAuru 7rbqUlErVqzApZdeatWtYE79Xm1tbXjxxRexYsUKXHnllXj88cfR2Ng4pM9JJ52Ee+65B5qmjfIq RKQyFrcJprOzE3fddZdVt4pbsmSJVZeCOPl7tba2IhgMDvz79NNPRzgcHtKnuroa55133vCnEtEE weI2waxcuRKxWMyqW8WV+4jGyd8rkUhYdSGiCc647rrrrrPqRMXp7u7GPffcg2effRZLly7FV77y FXzrW9+Cx+PB8ccfP6RvX18ffvKTn+D+++/Hj3/8YzQ0NGDRokVD+tx999349a9/jYMHD6KtrQ1+ vx9z584FAFx00UW45557cNppp+Guu+7CVVddha6uLpx88sl4+OGHce211+LTn/40AOBPf/oTbr31 Vjz99NP42c9+hmAwiMWLF4/4ee6++25s2LABVVVVWLFiBaLRKE488UQAwI4dO7B69WpccMEFiEaj +NGPfoRf/epXOHjwIGbOnImqqirYNdbvZbL6eQD5Odnjjz+OlpYW/O///i+OPfZY1NbWDnmd73zn O1i1ahU2bNiA1tZWPPfcczjrrLMwXGtrK37wgx9g+fLlI74GAOl0Gj/84Q/x2GOP4YEHHsAzzzyD M844A4Zh5O1PRA4TVDHbtm0Tn/nMZ8RZZ50lvvnNb4pVq1aJ733veyIUCom+vr6Bful0Wlx22WUi EokIIYTYvXu3aGpqEhs2bBjxmjfccIO44YYbRjz+q1/9Slx22WVCCCEikYjw+Xyis7NTCCHEli1b xPe//30hhBDPP/+8+OIXvyiy2awQQoh9+/aJefPmifvuu2/I6z3yyCNi0aJFYuXKleK2224Tt9xy i/j5z38+8PUXXnhBLF++XAghRCaTEStXrhStra2iWKP9Xiarn+ftt98Wxx133MC/V69eLb70pS/l eynx0EMPiXPPPTfv14QQYv369eILX/iC8Pv9o/b56le/KtauXTvw79NPP33Mn5+InOWxKn5UvHnz 5uHCCy8cOFrwer1YsWIFHn74YezYsQNHHXUUAOCxxx7D0qVLEY1GEY1GoWkali1bht/85je48cYb Lb6LdOaZZ+KOO+4AAFRVVeG4445Da2srTjnlFLz++us4++yzAQDXXHMNHnjggYHTitOmTcM111yD a665Bueff/7A4+eddx42btyIp556Cs8//zx0Pf8Z7GQyiZtuugnf/OY3MWPGjLx9ysHq54lEIkOO PufPn49t27YNfxlblixZgttvvx333Xdf3q+/+OKLmDZtGpYuXTrw2FVXXYV4PJ63PxE5j8Wtwrxe L2bPng2v1zvw2OzZsxGNRgf+/fTTT2P27NlYtWrVwGNnnHEG5s+fD7tmzZqFSCSCnp4e1NbWor+/ H8899xxOOeUUrFmzBh//+McRiUSwZs2aEaf8zj//fHzpS19CW1sbjjjiiIHH/X4/li1bNmphi0Qi uOiii/Bf//VfmDp1at4+5TTWz3PMMcfgN7/5DQBg8+bN+MUvflHSZ2s+n2/U3/vxxx/HihUrhjx2 zjnn5O1LROODxW0cDL8Yo729HZdccglOOOGEUZ5hz7Jly/DXv/4VCxYswOWXX4777rsP1157LYQQ MAwD27dvRzKZRDabHfKHu7a2FvX19ejs7BxS3ADA4xn9f5FsNotXX30VTzzxBC666KJR+5XTWD9P R0cHbrzxRixevBhf/vKXcckll4zatxTbt29HJpOx6kZE44hXSyqgqqoKbW1tVt0snXHGGXj22Wfx wgsv4POf/zy6urrQ2tqKww47DID8PtlsFrt27Rrx3KqqKjQ1NY14fCy1tbV4+OGHcfXVV2PdunVW 3SvqwIED+OhHP4qvf/3ruPTSSxEIBKyeUjSPx1OWvIiocljcFLBw4UI8+eSTIx5/8MEHRzymadqo q2b80z/9E/7yl78gHo8jGAzijDPOwLXXXoszzzwTgPwMcNasWfjTn/405HnxeBxCCMyZMyffy47p mGOOwa233opPfOITiEQiVt1HNdbvZcftt9+OE044AfPmzQMA9Pf3j/2EEixZsgR33HHHiJ/30Ucf HeUZROQ0FrcKi8ViI05h9fT0DLn44OKLL8ZDDz2ERx55BIC8SOPWW28dcWMxIG8u7ujoACBvfB6s trYWtbW1A0ctZ599Nt544w0sXLhwoM93vvMd3HbbbUPuKfv1r3+NK664YsQpv1gsht7eXuSTTCYH fq+LLroIH/zgB3HRRRchm83m7W9lrN/LNNbPs2/fPqxfvx7ZbBbJZBIPPfQQ9uzZAwB53/+enp58 LzMgGo2ir68v7713F154IVpbW3HllVciGo0iEong+uuvL+gzUiKqsDGvpaSSbN26VZx55pmiqqpK /Pa3vxVCCHHvvfcKwzDE8uXLxfbt2wf6/uxnPxM+n09MnTpV1NfXi9tvvz3va65Zs0aEw2Fxzjnn iFWrVo34+r//+7+LtrY2IYQQsVhMfOtb3xrR53vf+544+eSTxe233y6+/e1vi2984xsinU4P6fPk k0+KBQsWiOnTp4sHH3xQxOPxga+9+uqr4uyzzxbhcFjce++9oq+vT9x3330CgFi+fLl46aWXhn9L S1a/11g/jxBC/O1vfxN+v18sWLBAfPaznxW7d+8W06ZNEx/4wAdER0fHQL9nn31WNDc3C5/PJ267 7TaxY8eO4d9KbNq0SXz5y18WAMTll18+JCfTo48+Kqqrq4Wu66KxsVE8/PDDI/oQ0fjRhCjhXBCN KRaLoa+vD4A87dbY2IgDBw4MnM6qqqoa8tlQd3c3tm3bhoULF6K6ujrvawLygoZgMIhp06aN+Fp/ fz9CodDAv2Ox2JClpkxdXV145513MHfu3BHrKppfH3zE09DQMHARSiQSGXIlYn19PaLRKFKpFAB5 pWFNTQ0KNdbvNdbPY9q3bx+i0SgOP/xwAPJCncbGxiHv8cGDB4ccXYbD4RHvz/Ajtnx9APk+mHkN fs+JaPyxuBERket4tm7datWHiIhoQuGRGxERuQ6vliQiItdhcSMiItdhcSMiItdhcSMiItdhcSMi ItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdh cSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcSMiItdhcXNIS0uLVRcaR8xHbcxHXapmowkh hFUnIiKiiYRHbg5RdXZDEvNRG/NRl6rZ8MiNiIhch0duDlF1dkMS81Eb81GXqtnwyI2IiFyHR24O UXV2QxLzURvzUZeq2fDIjYiIXIdHbg5RdXZDEvNRG/NRl6rZ8MiNiIhch0duDlF1dkMS81Eb81GX qtnoe/fuBQCwrWw7a9YsW/3Yjk/LfNRumY+6bXNzs61+Trd6JpMBALCtbLtmzRpb/diOT8t81G6Z j7ptS0uLrX5Ot/zMjYiIXIefuTlE1fPSJDEftTEfdamaDY/ciMqgsy+JdFagMeyDV9esuhNRhfHI zSGqzm5IKjWfl7cfxF/bOnCwL2nVlYpQaj5UOapmwyM3ojJ4ZN1uJNJZnDyvAYfVh6y6E1GF8cjN IarObkgqNZ9EOgsAiKeyFj2pGKXmQ5WjajY8ciMqUTKTxcNrdwMAFk+rxntm1Vo8g4gqjUduDlF1 dkNSKfkk04eO1uLpzBg9qVil5EOVpWo2PHIjKtHB/iSe3rQfADAl7MeZR061eAYRVRqP3Byi6uyG pFLySWYOHbn1xHi1ZCWUkg9VlqrZ8MiNqEQ7umJ48Z0DAABNAOcfN9viGURUaTxyc4iqsxuSSskn MehzNqEBnC6WXyn5UGWpmg2P3IhK9NrObmzpjA78+7yjZyDgNcZ4BhFVGo/cHKLq7IakUvKJJtJD /h3jvW5lV0o+VFmqZsMjN6IS/al1H7rjqYF/n3r4FMyoCYzxDCKqNB65OUTV2Q1JpeRj3tuWTMk2 luK9buVWSj5UWapmwyM3ohI9uGYXsgB2HuzHnIYQjplZi3dNr7Z6GhFVEI/cHKLq7IakUvJJZ+X8 sKM3DgDoGXSKksqjlHyoslTNhkduRCX6bctO6LqGp97cg7OPmYGGkBfLF023ehoRVRCP3Byi6uyG pFLy0XJ7k+6PJAAAfQl+5lZupeRDlaVqNixuDmlubrbqQuOo2HyyQkDTNGSyAt19srgNXkiZyqPY fKjyVM2Gxc0hqs5uSCo2H3NdyVgyg/qQHwDA0lZ+xeZDladqNvzMjagEvfEUnmjdh45IHJt29eKk RVNh6Bo+dcwsGLpm9XQiqhAeuTlE1dkNScXmk8zIuWEsmcER06oQTcgrJbmvW3kVmw9VnqrZ8MiN qATtPXGs3tqJ1t09eN/cBmzYH8GchhDOWjQNjSGf1dOJqEJ45OYQVWc3JBWbz+DP3I6cXo1o7h63 WJJHbuVUbD5Ueapmw+LmEFWvKCKp2HwiuUWT0xmBWXVBROOyqMV5xWRZFZsPVZ6q2bC4OUTV2Q1J xeYTyR2paRoQ8hmI59aV7OaO3GVVbD5Ueapmw+LmEFVnNyQVm09f7vSjDnllpJG7QLI7xiW4yqnY fKjyVM2Gxc0hqs5uSCo2H3MHACO3TInPI4dUlJ+5lVWx+VDlqZoNi5tDVJ3dkFRsPuZqJGZRC+Z2 4E5w25uyKjYfqjxVs2Fxc4iqsxuSis0nnZXFzZ8rbjV+r3ycd9iUVbH5UOWpmo3e3t4OAGBb2bap qclWP7bj0xabz4F9ewAA6egBAIAeOwgA6O7YZ+v5bO21xebDtvJtc3OzrX5Ot7phyNMobCvbbtiw wVY/tuPTFpuPlmurA/KG7WnVQSTSGeiGgVQma/l8tvbaYvNhW/m2paXFVj+nW65QQlSC+17fBU0D jIzAp947B69sO4BXd3ZjSrUfH35XE6r9HquXIKIK4GduDlH1vDRJxeSTzgpoGpBIZ1Ab9AIAplUH EM3d2B3jRSVlU0w+5AxVs2Fxc4iqVxSRVEw+5pWSsWQGdSFZ3KbXBBCNy+LGVUrKp5h8yBmqZsPi 5hBVZzckFZNPYtC6krVB+Znb4FVKuvq5Skm5FJMPOUPVbFjcHKLq7IakYvIZfORWnztyk+TH2F19 LG7lUkw+5AxVs2Fxc4iqsxuSislnYEeA1KHP3ADAo8th1Zv77I1KV0w+5AxVs2Fxc4iqsxuSismn LymLVzKdRSC3MgkABDzyv/t5QUnZFJMPOUPVbFjcHKLq7IakYvKJ5C4cyWaG3k1T45fFLZ3lXTbl Ukw+5AxVs2Fxc4iqsxuSisnH3MsttyHAgPqwf2RnKkkx+ZAzVM2Gxc0hqs5uSComn1jutKS5I4Bp alheOalzdJVNMfmQM1TNhsPPIarObkgqJh/zPjavZ+gwmlbjR18iDQ0a73Urk2LyIWeomg2Lm0NU nd2QVEw+qdzVkn5jWHGrDqAvIS8mifOikrIoJh9yhqrZsLg5RNXZDUnF5GNeRxL0Dh1G02sC6I3L e9ziaRa3cigmH3KGqtmwuDlE1dkNScXkYy45HvYNXRw55DMQT8ijuoN9qeFPoyIUkw85Q9VsWNwc ourshqSi8sldRzL4Bm6TyK1ScrA/MeJrVLii8iFHqJoNi5tDVJ3dkFRoPkIAhq4hK0Te4ubJFb7u GFcpKYdC8yHnqJoNi5tDVJ3dkFRoPskhiyaPLG7e3ColfVyCqywKzYeco2o2LG4OUXV2Q1Kh+Qwu bnWhkcWtyieLWzLLWwHKodB8yDmqZsPi5hBVZzckFZqPWdzioxy51eW2wGFtK49C8yHnqJoNi5tD VJ3dkFRoPgPb3aQyaAj5Rny9MbdKicYRVhaF5kPOUTUbDj2HqDq7IanQfGKpQzdph/1DbwUAgOk1 fmSEgNfQkRVcQLlUheZDzlE1GxY3h6g6uyGp0Hx6cldBjrby/7TqAPrNVUq4BFfJCs2HnKNqNixu DlF1dkNSoflEEmPfnD29JoDemOzDJbhKV2g+5BxVs2Fxc4iqsxuSCs2nPyWP3PTh+93khHwGYklZ 1Dr7knn7kH2F5kPOUTUbFjeHqDq7IanQfGJJearRc2gD7hHMz9pY3EpXaD7kHFWzYXFziKqzG5IK zSc5sCPA6NVNzxW3rn4Wt1IVmg85R9VsWNwcourshqRC8zEvJAl4Rh9CntzXuEpJ6QrNh5yjajYs bg5RdXZDUqH5mBdJhnyjH7kFvfIWAV4tWbpC8yHnqJoNi5tDVJ3dkFRsPlV57nEz1Qbk10a7XYDs KzYfqjxVs2Fxc4iqsxuSCs1Hz40cc5mtfPKtXELFKTQfco6q2WhCcPkEokJksgK/e7Md6azA3OoA lh05NW+/l7Z24p2eONKZLC5879y8fYioMnjk5hBVZzckFZLPkB0B8iyabGqqCSKdFfAYOk9NlqiQ fMhZqmajt7e3AwDYVrZtamqy1Y/t+LSF5JPMZHFw/170J9Lo7+4Ytd/0mgB27NgFAHh7+w7L12U7 eltIPmydbZubm231c7rVjdx9Omwr227YsMFWP7bj0xaSTyKdhW7IFUgaqgKj9gv5DCQz8oitJ5G1 fF22o7eF5MPW2balpcVWP6dbfuZGVKCd3TH8bdsBtLb34roVi6Fr+ZfgAoCbntmEeVPCOLwhjBMO qx+1HxGVFz9zc4iq56VJKiSfnrhcEDmTFWMWNgBAbu54sC8xdj8aUyH5kLNUzYbFzSGq3gtCUiH5 RHLb3WRgfXO2R5fFrzfOVUpKUUg+5CxVs2Fxc4iqsxuSCsmnL5nbEUBYHLUBCHjkjdyxNLe9KUUh +ZCzVM2Gxc0hqs5uSCokn/7c/my6bl3cqv3yA+5Uxvooj0ZXSD7kLFWzYXFziKqzG5IKySeRWyvS a6O41eVWKcnaOMqj0RWSDzlL1WxY3Byi6uyGpELyMY/CAl7r4TO1ygsA8BgsbqUoJB9ylqrZWI9O KgtVZzckFZJPJrfaSMg3+qLJpqaaIADAN8bWOGStkHzIWapmwxHnEFVnNyQVko95Y2jYRnGbURtE PJWBoWsDpzOpcIXkQ85SNRsWN4eoOrshqZB8zFvbasbY7sYU8hnoy90G0BnlvW7FKiQfcpaq2bC4 OUTV2Q1JheRj5D4/qx1j0eTBzCO2fREWt2IVkg85S9VsWNwcourshiS7+aQyWWjQEE9lUR+2u1+b PJHZyVVKimY3H3KeqtmwuDlE1dkNSXbzMY/CYsn0mNvdDGaexuzpT43dkUZlNx9ynqrZsLg5RNXZ DUl28zH3cutPpW2flvTnVirvS3GVkmLZzYecp2o2LG4OUXV2Q5LdfMwtbGKJDOpC9opbVe6qygSX 4Cqa3XzIeapmw+LmEFVnNyTZzSeSkKcWU+ksvIa94VMbkMWNK3AVz24+5DxVs7E3Oqlkqs5uSLKb T0+/vKw/W8AuiI1hPwBA42grmt18yHmqZsPh5hBVZzck2c0nkpDFrZA9fqfXyOLm9xgWPWk0dvMh 56maDYubQ1Sd3ZBkN59+c7sbG4smm2bVhSCEQMCro4CaSIPYzYecp2o2LG4OUXV2Q5LdfOK5i0I8 BRS3sN9AfyILTdPQEY1bdac87OZDzlM1GxY3h6g6uyHJbj7mrQDm5f12xdPyiG9PD2/kLobdfMh5 qmbD4uYQVWc3JNnNJ527FSBoY7ubwbK5KyU7uL5kUezmQ85TNZvCRigVTdXZDUl288nmPjQL++3d 43aIfF5Xf9KiH+VjNx9ynqrZsLg5RNXZDUm288mtpVXlK+y0pE+XQy2auyCFCmM7H3KcqtmwuDlE 1dkNSXbzMXIXktTaXJ3EZG5sGueebkWxmw85T9VsWNwcourshiQ7+WSFgKFryGZhe9FkU3VAHuml uExJUezkQ+ND1WxY3Byi6uyGJDv5DKwrWcCOAKb6kLk9jv1bCOgQO/nQ+FA1GxY3h6g6uyHJTj7m bQCxZAZ1Ibt7uUnTquQqJV6Dxa0YdvKh8aFqNixuDlF1dkOSnXyS5l5uKfs7Aphm1gYBAIECL0Qh yU4+ND5UzYbFzSGqzm5IspNPX1KuThJPZRD0Flak6kJeZLICAa+Bg328HaBQdvKh8aFqNixuDlF1 dkOSnXx6YnK7m3S2uItCYrnNSvf0cgmuQtnJh8aHqtmwuDlE1dkNSXbyicRlcSuytiGVO625L8Li Vig7+dD4UDUbvb29HQDAtrJtU1OTrX5sx6e1k080kcbB/Xuha5rl6+VvBQ7u34sD0aTN/mzN1k4+ bMenbW5uttXP6VY3cgvAsq1su2HDBlv92I5PayefWCoD3TBg6Jrl6+VrPZoO3TAQSaRt9Wd7qLWT D9vxaVtaWmz1c7rVRCG7LhJNYg++vhNZTcNVYMKTAAAgAElEQVQ7+/vwneWLrLqP8OtXdsDr03Ew ksBXPni4VXciKgE/c3OIquelSbKTTyor54F+T3HDpsovZ5UJLsFVMDv50PhQNZviRikVTNUrikiy k08mV9xCBd4GYDLvjeOpksLZyYfGh6rZsLg5RNXZDUl28jGLUrW/uOI2pSoAAPBwlZKC2cmHxoeq 2bC4OUTV2Q1JdvLRc9vd1AS8Fj3za6qRS3D5jOKK42RmJx8aH6pmw+LmEFVnNyTZyccw5HApdLsb U0NuPcqqoGfghnCyx04+ND5UzYZXSxLZkM4KPPRmO5LpLI6dUYt3z661ekpev35tB7yGjmNn1OKo pmqr7kRUJB65OUTV2Q1JVvkM3RGguCM3AEim5Ovs5RJcBbHKh8aPqtmwuDlE1fPSJFnlY+4I0J9M l1TcsrnLUjqjCYueNJhVPjR+VM2Gxc0hqs5uSLLKJ5Y+tCNAsReUAICe26y0J5G26EmDWeVD40fV bFjcHKLq7IYkq3x6+swdAUr7iNq8AbyPxa0gVvnQ+FE1GxY3h6g6uyHJKp+ehLkjQGnFzbwBPJ7b /obsscqHxo+q2bC4OUTV2Q1JVvlEzSOt0mobaoIeAAAX4CqMVT40flTNhsXNIarObkiyyqc/V9z0 EhcXaQzJG7m1El9nsrHKh8aPqtmwuDlE1dkNSVb5xHJXS3qN0oZMU41cgqvU15lsrPKh8aNqNhxh DlF1dkOSVT7mfW7+EpfOMm8jqAp4uUpJAazyofGjajYsbg5RdXZDklU+udqGgLe084mB3NWSIb+B /RHe62aXVT40flTNhsXNIarObkiyyiebW6Uu7C/+HjdALr6cTGdhaBp293CVErus8qHxo2o2LG4O UXV2Q5JlPrkDtiq/Z+x+NmQyslB2RFjc7LLMh8aNqtmwuDlE1dkNSVb5GLnLGxtKWHprgCaLW3c8 adGRTFb50PhRNRsWN4eoOrshaax8BACvR4cQQF3QN2o/u3y6HHaROG/ktovjR12qZsPi5hBVZzck jZWPuWhyqTsCmIK5VUpiSRY3uzh+1KVqNixuDlF1dkPSWPkMbHeTSqM2WHpxqw7Iz+0yJa52Mplw /KhL1WxY3Byi6uyGpLHySWXM7W4yZSlu5qlNUepaXpMIx4+6VM2Gxc0hqs5uSBorn+6YvPAjlRYw Sl1/C8D0GrkEl2GU/lqTBcePulTNhsXNIarObkgaK5/u/tyOAKI8R1q1uf3gqvxcpcQujh91qZoN i5tDVJ3dkDRWPr25RZNFmYpbIHdBSdhvoIOrlNjC8aMuVbNhcXOIqrMbksbKpy8hr2os10r+AY+O rBAI+z3Y0xuz6k7g+FGZqtmwuDlE1dkNSWPlE0/JC0o85apuOLRKyb5eHrnZwfGjLlWzYXFziKqz G5LGyieRkUdu5dymxtzQuyvGVUrs4PhRl6rZlG+00phUnd2QNFY+qbSsRAFv+YaLJ3fVZW+MN3Lb wfGjLlWzKd9opTGpOrshaax8MuaOAL7S9nIbzNz6Jprg1ZJ2cPyoS9Vs9Pb2dgAA28q2TU1Ntvqx HZ92zHw04OD+vQj7PJavY7dNdHUAALo69tnqP9lbjh912+bmZlv9nG51I7ezMNvKths2bLDVj+34 tGPlo2uAbhioCXgtX8duW1MVAAAgd3rSqv9kbzl+1G1bWlps9XO61US5bt4hcqn/17ITHl3DgtoQ 3regwaq7LVs6+/Dazi5sbO/BDR9eYtWdiArEz9wcoup5aZJGyycrBDy6hnRGoKGq9O1uTLW5xZND fg9XKbGB40ddqmbD4uYQVa8oImm0fBLmdjep8iyabDK3vanye7hKiQ0cP+pSNRsWN4eoOrshabR8 Bra7KdOOACbzasnqoAd7e+MWvYnjR12qZsPi5hBVZzckjZZPJC7XlUyk0vB7yjdcvIZcgsvvMbCP xc0Sx4+6VM2mfKOVxqTq7Iak0fIZ2O6mAvdaZ+VBIQ70c5USKxw/6lI1GxY3h6g6uyFptHx6YuaO ANm8Xy+FuTVcd+570Og4ftSlajYsbg5RdXZD0mj5RHPb3aB8ayYP8OXWqozGebWkFY4fdamaDYub Q1Sd3ZA0Wj79ufORRgWqWzC3VmUyXf6jQrfh+FGXqtmwuDlE1dkNSaPlY25349XLP1TMqy/TXEfB EsePulTNpvwjlvJSdXZD0mj5pHK3ApTzSklTY8gPoHyboLoZx4+6VM2m/COW8lJ1dkPSaPmkcxuv Bcu4I4CpJrdKSdBncJUSCxw/6lI1GxY3h6g6uyFptHwEctvd+D15v14Ks2BWBbxcpcQCx4+6VM2G xc0hqs5uSLLKpzpQ/uJmrlJSw1VKLFnlQ+NH1Wy4KwDRGO75x3b4PQbmVAdxysJGq+4FyWQFfvdm OzJZgaCm4ePHzbZ6ChHZxCM3h6g6uyFptHy8uXvR6su4rqTJ0DVkswKGrqGzj6uUjIXjR12qZsPi 5hBVz0uTlC+fVFZA1zQkUxnUh8tf3IBD94Z3sbiNieNHXapmw+LmEFVnNyTlyyeZljdw9yWzqA1V prh5cmtw9ca5BNdYOH7UpWo2LG4OUXV2Q1K+fMzVSeKpNMK+8l9QAgCB3BWT8XQFVmZ2EY4fdama DYubQ1Sd3ZCUL5+uqLz3zLyRuxJqcrcYpDO8rmssHD/qUjUbFjeHqDq7ISlfPj25BY2z2coVnvqQ DwBQufLpDhw/6lI1GxY3h6g6uyEpXz6RhLndzYgvlU2131ylROcqJWPg+FGXqtmwuDlE1dkNSfny Mbe70fXKLf4Y9MrP3KoDPq5SMgaOH3Wpmg2Lm0NUnd2QlC+fWAW3uzEFPOYSXAZXKRkDx4+6VM2G xc0hqs5uSMqXj7nPmt9buWFi7ulWE/BiH4vbqDh+1KVqNpUbtTSEqrMbkvLlk8pWbrsbk99jAAII +Q10Rnkj92g4ftSlajaVG7U0hKqzG5Ly5ZPN7QgQ8pZ/uxuTpgECgKZpOBDlZ26j4fhRl6rZsLg5 RNXZDUl58xHys7Yaf2VWJzEZuY/0umNcpWQ0HD/qUjUbFjeHqDq7ISlfPuZVkjWhyqxOYvLnLirp T7G4jYbjR12qZsPi5hBVZzck5cvHmzukqqvAjgCDVfllcUtWcCWUiY7jR12qZsPi5hBVZzckDc9H CMBj6MgIMbCKSKXUBuTrZyp5t/gEx/GjLlWzYXFziKqzG5KG52MeRcWTGdQFK1vcanK7fAe9Blcp GQXHj7pUzUbfvn07AIBtZdspU6bY6sd2fNrh+WzZug0A0L5zB2qDXsvnl9IGvDo69+xCddCLN1q3 WPafjC3Hj7ptc3OzrX5Ot3o4HAYAsK1s29bWZqsf2/Fph+eTgvycTfMGoGnWzy+lDXgM+IMhVPk9 iGY8lv0nY8vxo27b0tJiq5/TrSYET/QTDbdmVzfe6ohi54F+fOuMI626l6Q3nsITrfvQ2ZvAzGo/ Pn7cbKunEJEFfubmEFXPS5M0PJ9IbmfsrANzP/NWgKqgBx28kTsvjh91qZoNi5tDVL2iiKTh+Zg7 AjjBXN4r4DXQ0cvilg/Hj7pUzYbFzSGqzm5IGp6PeUO1R9PydS8789t09XN9yXw4ftSlajYsbg5R dXZD0vB84rkdAby6M0PE/D59yYxFz8mJ40ddqmbjzMglZWc3JA3PJ+XAdjeDhX3yKskEVynJi+NH Xapm48zIJWVnNyQNzyedu44k6FBxM2/kTrG45cXxoy5Vs3Fm5JKysxuSRsvHPKKqtGp/bpUSH1cp yYfjR12qZsPi5hBVZzckDc/HvIykusKLJpsCuSsmqwIedER4xeRwHD/qUjUbFjeHqDq7IWl4PkZu R4B6p4pbbkPUqoAXe3vjFr0nH44fdamaDYubQ1Sd3ZA0PB+vIYdGfcjZ4lYT8GIfi9sIHD/qUjUb FjeHqDq7IWlwPpmsgKFrSGWyaAj5x3hW+Qw+LcniNhLHj7pUzYbFzSGqzm5IGpyPud1NLJlBrUOn JUO5I7fqoBcb90Qsek8+HD/qUjUbFjeHqDq7IWlwPt398mrFeCoDj+HMCiWGrkHXAI+uYct+Frfh OH7UpWo2LG4OUXV2Q9LgfA70y6sV05nKL5o8WCh320FXfwp9Dq5tORFw/KhL1WxY3Byi6uyGpMH5 9Jo7AmSdLW7B3KnJsN+DDbt7LXpPLhw/6lI1GxY3h6g6uyFpcD7mdjfOlrahF5Ws391j0Xty4fhR l6rZsLg5RNXZDUmD8+lPyuKmO7QjgMk8cqsJennkNgzHj7pUzYbFzSGqzm5IGpxPLLdossfZ2oaw Txa3aTV+rGvnkdtgHD/qUjUbFjeHqDq7IWlwPslUbkcAj7PDozHkAwDMqQ9ha0cU8RS3vzFx/KhL 1WycHb2TmKqzG5IG55MS8tM2c9UQpzSEfNA0YHpdALqm4a29vCXAxPGjLlWzYXFziKqzG5IG52Ne JWmeJnSKoWuoDXihaxpm1AexnqcmB3D8qEvVbFjcHKLq7IakIfnkPmur8juz3c1g5qnJ2fUhXjE5 CMePulTNhsXNIarObkganI+hy+pWHXBm6a3BGsO5z90aQ1jfzismTRw/6lI1GxY3h6g6uyFpcD7m klv1uaMoJzWYF5U0hLBpX4Q7c+dw/KhL1WxY3Byi6uyGpMH5+HLb3Uypcr641QW8MHQNDVU+eD0a Nu3jRSUAx4/KVM2Gxc0hqs5uSDLzSWay0DQNsWQGdQ7tCDCYpgENue87qz6EjbyZGwDHj8pUzYbF zSGqzm5IMvOJxHM7AqQzjt8KYGrIfe42t5EXlZg4ftSlajYsbg5RdXZDkplPV267m1Ta6ZUlDzGv mJxVH+RKJTkcP+pSNRsWN4eoOrshyczHLG7pcbyQ49BFJWG8tSeCjMO7E6iI40ddqmbD4uYQVWc3 JJn59MZkcROO7wlwSLXfA79HR1XAA7/XwNsdUaunuB7Hj7pUzYbFzSGqzm5IMvPpS8r1HLXxq20A ht4SwFOTHD8qUzUbffv27QAAtpVtp0yZYqsf2/FpzXx27JT/7t2/29bzKtUmDu4DANRme7BxT69l f7e3HD/qts3Nzbb6Od3q4XAYAMC2sm1bW5utfmzHpzXzgScAAAhVVdl6XqXamY11AIDDmuqxYXev ZX+3txw/6rYtLS22+jndakKIcT4BQ6SOO//+DsJBD/r6U7jk/fOtuldMPJ3Fo+t2I5HO4EdPbsLa 758Fh/dOJZrQ+JmbQ1Q9L02SmU86N9cL+ZxfNHmwgEdH2OeB32Mg5DfwzoE+q6e4GsePulTNhsXN IapeUUTSQD654hb2j88N3IM1hORKJXMaQtgwyVcq4fhRl6rZsLg5RNXZDUlmPto47ggw3JTwoSsm J/vebhw/6lI1GxY3h6g6uyHJzMeTK271ofEvbubtALMauAwXx4+6VM2Gxc0hqs5uSDLz8XnkkFCl uGka0FQXmPS7A3D8qEvVbFjcHKLq7Iak5uZmZIWAx9CRyQpMDfutnlJxHl1DbcALQ9MQ9Hmwuztm 9RTX4vhRl6rZsLg5RNXZDUktLS3oz61OEktmEPaP79WSJnMR5TmTfIcAjh91qZoNi5tDVJ3dkNTc 3IyDfXJdyWQmY9HbOebnbrPrg1jfPnmvmOT4UZeq2bC4OUTV2Q1JLS0t6IolAQDpjDrrGphHbrMn +UUlHD/qUjUbFjeHqDq7Iam5uRk9uR0BMgoVt7qgF7qmobHKj7ZJvDsAx4+6VM2Gxc0hqs5uSGpp aUEkkc79S53ipmnyZm5NA/xeHR2RhNVTXInjR12qZsPi5hBVZzckNTc3oy8pi5uhqTUsGgdtfzNZ Vyrh+FGXqtmoNYpdTNXZDUktLS2Ip+Tu2x5DrRWKG8PmzdzhSbu3G8ePulTNhsXNIarObkhqbm5G MiOLm89Qa1g0DDlym5zFjeNHXapmo9YodjFVZzcktbS0IJ2VxS3gGf9Fkwer9ntgaBqqAx68c6Df qrsrcfyoS9VsWNwcourshqTm5mbkapsSOwIMNyW3YorHo6GrP2nR2304ftSlajYsbg5RdXZDUktL C8zrSKr947+u5HBTq3L3uzVOzotKOH7UpWo2LG4OUXV2Q1JzczOM3FbXtUH1ituhlUomZ3Hj+FGX qtmwuDlE1dkNSS0tLfDmrpKsC6mxruRgjebGpfVBrN8z+S4q4fhRl6rZsLg5RNXZDUnNzc3weWVR M4+SVBLwGvAaGnxeA7u6Jt/uABw/6lI1GxY3h6g6uyHplX+8Bl0DEukMGsLqFTcAmF4VAAAYuoa+ gdVUJgeOH3Wpmg2Lm0NUnd2QdNiRSwEAiVQWuqbWTdymKebN3JPwczeOH3Wpmg2Lm0NUnd2Q9MIr rwIAUumsRc/xYx5RTsYdAjh+1KVqNixuDlF1dkPSrCPeBQDIZNVZNHk4c43JGXUBbNzDIzdSg6rZ sLg5RNXZDUlrWl4HAAh1axs8uga/ocPQNezpjVt1dxWOH3Wpmg2Lm0NUnd2QNGOhPHJT89O2Q5qq 5UUlmqYhnlJnx/BK4/hRl6rZsLg5RNXZDUkb1r0BADAU2xFguKnV8tTkzPog3tobsejtHhw/6lI1 GxY3h6g6uyFp5sIlANTbEWC4gb3d6kNYP4m2v+H4UZeq2ag9kl1E1dkNSVtb1wIA/IoXt7rc0mCN 1X607p08F5Vw/KhL1WzUHskuourshqRZR8gjt6BPvR0BBtM1DQGPDk0D9kcSVt1dg+NHXapmw+Lm EFVnNyTt2LQeABD2q7eu5HAza+RFJVlNQzqj8OWdZcTxoy5Vs9G3b98OAGBb2XbKlCm2+rEdn7aq rgEAEDuwx1b/8WynVwfQuWcXZtYF8NeWjZb93dBy/KjbNjc32+rndKuHw2EAANvKtm1tbbb6sR2f 9uCenQCApoY6W/3Hs20M++APhjCnMYwdvWnL/m5oOX7UbVtaWmz1c7rVhFD5tlUiZ9zz6g74vTqW LWjEzNqgVfdxd9/ru6BpwJY9vfj+h95l1Z1o0uFnbg5R9bw0yVVJdrdtgBACU6v8Vt2VEPTKC186 eifHRSUcP+pSNRsWN4eoekURAd2xJOYvXopYKgOv4rcCmGbXyaNLoam9Hma5cPyoS9VsJsZIdgFV ZzcEHOxLYlvrOiQV3hFguBk18gizqS6ItzuiFr0nPo4fdamaDT9zo0nvHzu60HagD52RBL76wcOt uishnsrg0fV7EE9lUes18LFjZ1k9hWhS4ZGbQ1Sd3RDQG0thW+s6TKR5XsBrIJsVCHh1bNnPIzca P6pmw+LmEFXPSxMQTaQxf/FSq27KCedWUznQn7ToOfFx/KhL1WxY3Byi6uyGgP5kBtta10HTNKuu SpldFwIAZIRQeh+6cuD4UZeq2bC4OUTV2Q0BsXQG8xcvhVefWMNhTu6KyaaaAN450GfRe2Lj+FGX qtlMrNE8gak6uyEgmcliW+s6+D0T68itIeQFBDCjPogNu929QwDHj7pUzYbFzSGqzm4IyGSA+YuX IuBRe0eA4byGjnRWwNA1bN7v7o1LOX7UpWo2LG4OUXV2Q4AQAtta1yHsn1jFDQCqciuVHOxPWfSc 2Dh+1KVqNixuDlF1dkMANHnkVu33WvVUzpx6c6USd19RwvGjLlWzYXFziKqzGwIMXce21nWoDaq/ l9twC6bIVdCn1wawuztm0Xvi4vhRl6rZcIUSmvTufPkdhP0enHxYAw5rCFl1V0pWCNz/ejs0TaDR 78HyJTOsnkI0KfDIzSGqzm4I8HnkkVtj2GfVVTm6piGdyULTNLR19Ft1n7A4ftSlajaeX/59G7JZ ABh5AJfMCIx16082K5C2uSK5z9CBMa609up63uWPfB75A5hf8nl0GJo28NP6DR2Grg28tt9jwKNr MO/HDXgMGLoGQwcggJDfgK5pMDQdhgaE/fJUlKFr8Ht0BHOrPmiaBq9+6AdOZQWEEOhPphFPZZHO yP9OCyH/nc09lsoAAohnskhnshACiKUyAKZh02s7UQwNMh1Nw4ibdT26lve9DXo9MDQMedxr6LIv 5NqEmdyLCSEgBnWMpdK5/yeGygogkc4M+ncufwGkck8wV6jP5l5b0zSks1l4dAMCAhACHo8xJOt0 NgsIDZlsFpoGZLOArsvfVc/90l5DR1YAAa+ObFa2miZ/d48hf/ZD7/Uh5ns3OvnacxYdjSr/xDst CQBVfgPJrMCBmHtXKlH1cx1SNxtPVXDifYgOHPqbnYSQf3VzYhn1VnbXDA3bWteVtMSTNqw1ZQDE 8lSiWKYyf+g049BPYECDeX2hH+NzpWEKAqnMofwH/3wDj414ZORXN697A2ieM2ZPVc2tD6PtQHRg QudGLS0tyv4RnexUzUa788VtwpwlD+f36tDG+NPg0TXb+1/FU5kxZ9DxYTNuUzKTBQQGBm4yV7z0 3FFVOpOFgAbzb1omKyCAgdl8JiuXJvJ6DGjAwNGKV9eg69pAXfToGjz6oSNCXZdHgaZEOoNsVv4p TGYyyAoNuiYf1zX5HqTTGRiGBiHMow7ZGnn+4BYim/sdNGjQh9WQbFYgm/teg6UzAoahQxt0FV1W yP6APFLVBt6zQ48DgNfQIN/2oYllMmLgSBqQv5v8t4DPkD+Y32NA1+X76ffIo6uQz4CuAUGPAY+u w+/VETCPyAH0xFKABkTiGQhkEUtlkc0IJLMCqUwGWZE7iwAgkclC14BURkDXZL6DjxI9w94IIQTG mu6I3HsS8Oq49P0Lxuiprp54Gk+27kVPfwqfOGYmpkyQDVeJKsnzhZPnWfWZtGKpDJLpLAxdK/mU laqzG5JU/dzAjpqAB6mMQG3Iizd39eD0o6ZZPWXC4fhRl6rZ8GpJIhe4+5V3EPR5EIkmcekHJuYR KFE52TunSCWbyEcGk8FEz6faJ88sdMXcuVLJRM/HzVTNhkduRC7wj+1daDvYh10H+7Dy9EVW3Ylc j0duDlF1dkPSRM9ncVM1AGBKdRBdLty8dKLn42aqZsMjNyKXuPuV7Qj6DMyo8uPUI6ZadSdyNR65 OUTV2Q1JbsgnnbvfcVun+zYudUM+bqVqNjxyI3KJB1/fhawG7OmK4crTjrDqTuRqPHJziKqzG5Lc kM+CRrlDgKfERQNU5IZ83ErVbHjkRuQSsWQGj67fjYwA/nlJE6oDE3NpPaJy4JGbQ1Sd3ZDkhnyC PgPReBoeXcMbu3qsuk8obsjHrVTNhkduRC5y+wtvo77Kj1Qqg8+dcJhVdyLXYnFziKrrr5Hklnzu +8dOaB4NPf1JpNKDl4zW4DE0CCEGFg8vhQZNbjU1SCa3LVQl7Ny8HnMWHW3VrezM31MAyBSw44im 6bC5prwtckH40d9bQ9OgjdO2EDs2rcfcXDZWP2e5jfV769u3bwcAsK1sO2XKFFv92I5P65Z8QskD AIBUz35MqQkAfZ25tgN1YR8ykQ5MqQ4A0c6SWhGVr5fu3T/QNlb7B32/8rZzZjXZ+rnK3Zq/Z6Z3 +Ps5diui+0e8P6W0Ijp2bpnIyDycat993HG2f85yt2P93sZ3v/vd60KhENLpNNhWrm1pacGCBQss +7Edn9Yt+VR7NeyPAVo2g6pQaKDVsxlUhcLwiiym1tXApwk01FQV3XqFQCAQhJbNoioUhpbNIhwM QRNDv2852upQCPvaNuLwBQssf65yt56B3zODsM2fd/D7Pfj9KaUN6Roaa0f/OZFOIxS0fp1KtPve eRuNjVPlz2loaLTxvparHev35mlJIiJynTKeFaaxqHpFEUnMR23MR12qZsMjNyIich0euTlE1dkN ScxHbcxHXapmwyM3IiJyHR65OUTV2Q1JzEdtzEddqmbDIzciInIdHrk5RNXZDUnMR23MR12qZsMj NyIich1j4ZHHXpeceQRmhkYexGV71+PRex/DWm0BFs8IQgeQjazDw/c+jlbfQhw1PQAt1ze153n8 9v6/orPpaCyoMUa81mTX0tKCmTNnHnpAJLDvzT/jqedfx4aNG7C1twqzZ9XBpwnEdv0DTz/5V7y2 dj02d3gxc+4UBPIcYzOf8rGXTw2Sm/8Pjzz1Mt5YuxZr167FG/94GWv7ZmPJYVUjToMwn/Kxl08d fNlebHnxafz1tY3Y9NYGtO5KY8qcaQjn2eOO+ZSH/Wwi2PrSU3jqhTVYv34jdiYbMXdGNTwjoylL NvoF/3Iu3tuYL6wMerZsQmr+AmDLJnRlDn3FCFShf/NW9Aw8lsT+TXtg+Dx5XocAjFiUN3PwTaze XIMPfOyT+OTHl2P+/r/j5fYERGIn/r66HXPOOh//8plz8R59GzZ3pvK8IvMpJ3v5pBBetBznX3AB LrjgAlzwmRU4ZupUHLW4ESPfWeZTTvbySSC55xW83HE4lp93Hs47bwWOTb+Jv2/tz7OUL/MpF7vZ xHf+HX/fPx9nn/8ZnP/JM9C0/QW83pnO84rlyWb0z9zSB/HWljTmHXMMFupbsXH/oT+wWnAGDsNW tHXL7yAS+/BWZwMW1HNGM5qh56WziO7aheychWj0aoBRg8MWBrB/axdinZuxr2Ypjqz3AFoYh596 Dk6YnmfTSeZTVnbzSQ/u0/YyNtedgHc35vmjx3zKym4+WX8VfJl+xDMCEGkkMgZCwTzvK/MpG3vZ HECkKwJv0wzUGIDmrcO8uTrat/diUO2SypSNvurFLejJUzxT+zdgq74ARzQ2YMFCL3Zs3IeEOf3R qzDvSC/e2XwQaQgk9r6F7umLMJUb/45q6Owmi0QkCV91IDe70OCv9iMVjSHeGwU8B/D6//0Bj/7+ Ifxx9VvoSo2cdzKf8rKXTxwDm56k9uONtWksOXYG/HlOqzCf8rKbjzblOHxwznasuv8hPHT/79Hi Px4nzjl0CsvEfMrHXjZJBKbUI7XrHRxICYhUN3a196I/ksDwjYTKlY2+oPtlPLuue2j1FAnsXr8D 3sMXotYwULvgSATa12N3fOA7IHzYIsYTNCAAACAASURBVAR3bsKBVBy73+rFjEVTwexHN+KKouGj LffWikwGfQeSmPvBD+O8887GUbHX8JcNPUP/B2A+ZWc3H/Mf8V1vYlfdu3F4VZ6TH8yn7Ozmk9z9 MlbvWYCPfOaT+ORnPon3iRas3hTh+Kkgu9n4Zp+MU+cfxAuPPozHn1mPRGM1vIY2tHsZs/HMP7IG r7VFkEEdzAM7EduB9Tvj6Ot4Cr/bDABZxONxrN/Zj7kzct8iNBeLq99E645GxPpm4/hGD/ryfAOS hs5udARq/Ej2xpFFNXRkEe+Nw1sTQqAqhFDjYZge1AFUYfbhNXh5axQZ1A2cQ2Y+5Wcvn6AcIyKB PW8dQP27muDLc9TGfMrPXj4+9O/eB23m0aj3agDCmHFYAC9t70FmcTXHT4XYyyYIQwti9nuXY/Z7 ASCNfS88hF0N4SGfjZUzG0/71gjCM6px6IxlFtF3NqBz2jJ86sOLENYAQKB/y5P4/fp3EJ2e66YF MGtxPV596XX4jjgb9QYY/hiG7vSsIzxrLoxnNqMjOQUz9G68vSWBGe+rR6jucNS/shk7+2bj8FAC +3dEEZpWxXwqzG4+HgBId2NHdwAzG7wjJqnMpzLs5dOI6v4QEm/tR3+2EdVaEt17YwhMGfwHlPmU m71s6qF1vYFVL2p4/znHoC6xA2t3BnD4uyuXjedN73H4pyW1h/54ZnrRtjGCmSfMQ2hg5GoIzn03 Zr3yCt7uPWLgMf+MozA13Y2Gw+tgjPxYkAYZfkWRUb8UyxY/j9WPPIg0DFQd/gGcNtMHTTscH2je h2f/8ABeFQKeqe/GPy2pPfQ/APOpCLv5AAAy/ehJ+jHPl+eUJPOpCHv5+BHMfgAn7n0OTz3yFjx6 GqJ6CZYdXce/bxVkLxsfDLEQ76p9Bk8+sB4CAcx+7xlYUjtoDJU5G97E7ZChsxtSDfNRG/NRl6rZ sLgREZHrcG1Jh6i6/hpJzEdtzEddqmbDIzciInIdHrk5RNXZDUnMR23MR12qZsMjNyIich0euTlE 1dkNScxHbcxHXapmwyM3IiJyHR65ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4 ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR 67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR67C4ERGR63i2bt1q1YeIiGhC0YQQwqoTERHR RMLTkkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5Dos bkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE5DosbkRE 5DqerVu3WvUhIiKaUDQhhLDqRERENJHwtCQREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsR EbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkO ixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbkOixsREbmO8sWt vb3dqgsREdEQyha3lpYWfPjDH8bcuXOtuhIREQ2hCSGEVafxsnnzZixatAhO/Yjd3d2oq6uz6kZE RIpT9sgNAI488kj4fD6rbmXR2dmJu+66y6obERFNAEoXNwDQNM2qS1msXLkSsVjMqhsREU0A41Lc 0uk0fvCDH+Dqq6/GxRdfjCuuuALJZNLqaQM6Ojpw9dVX42Mf+9jAY7/85S9x2mmn4ZFHHhnSd9Om Tbj55pvx29/+FjfeeCOeeuqp4S+Hu+++G8899xyeffZZXHvttXjxxRdH9Onr68PNN9+Mr3zlKzj9 9NPxxz/+MW+fX/ziF7j33nvR1taGk046CbfddtuIflbGen+EEPjzn/+Mz3/+8+jq6sIXv/hFHHnk kfjIRz4ycPFNIe8PEZEriXHw1a9+Vaxdu3bg36effrq44YYb8vb1+/15H9+/f7+YNWvWkMdWrlwp /ud//mfIY+eff77IZDJCCCHWrl0rfvrTn4p8brjhhlF/hnQ6LS677DIRiUSEEELs3r1bNDU1iQ0b Ngzp98gjj4hFixaJlStXittuu03ccsst4uc//3m+lxzTWO/Ptm3bxCWXXCIaGhrExRdfLFatWiWe eeYZ8f73v1+ceuqpA8+x+/4QEbmRx6r4lduLL76IadOmYenSpQOPXXXVVYjH42M8a6SpU6eOeGza tGkjHvv73/+OSCSC2tpaLF26FLt37x7Rx8pjjz2GpUuXIhqNIhqNQtM0LFu2DL/5zW9w4403DvQ7 77zzsHHjRjz11FN4/vnnoeuFHxhbvT/z5s0bOBK99dZbUV9fDwA49thjMWvWLKxbtw5Lly61/f4Q EbmR48Xt8ccfx4oVK4Y8ds4554zSu3SnnHIKTjvtNDzwwAM44ogjsHz5cqunjPD0009j9uzZWLVq 1cBjZ5xxBubPnz+ir9/vx7Jly4oqbIC998fn86GmpmagsAFAY2MjTj75ZKxfv35IYSQimowcL27b t29HJpOx6lY2d9xxB772ta/hPe95D26++WZcccUVVk8Zob29HZdccglOOOEEq64AAI+n+Le1lPdn xowZiEajVt2IiFyvuMOLEng8HrS1tVl1K5twOIy77roL999/P/7t3/6tqOJWVVXl2M9cyvsTj8d5 0zsREcahuC1ZsgR33HHHiBuzH3300VGeYd/u3btHvO7TTz8NAPjoRz+KZ599FnfeeWfem8I1TRv1 ZvGFCxfiySefHPH4gw8+mKd3aUp5f/bt24eTTjpp1K/ne3+IiNzI8eJ24YUXorW1FVdeeSWi0Sgi kQiuv/76vJ9fJZNJpFKpUS828Xg82LFjBwDgiSeewM6dO7F69eohtxXcd999A/997LHHorm5Oe+9 c9XV1ejo6AAgb+ge7OKLL8ZDDz00cBl9MpnErbfeinA4POJ1YrEYent7Rzxul933p7u7e+B3B4AX XngBJ510EmpqagYes/P+EBG50liXUlbKo48+Kqqrq4Wu66KxsVE8/PDDI/ps3rxZXHzxxQKAuOKK K8SWLVtG9PnBD34g6urqxIknnijuvvtuceedd4r3vve94ne/+91An8WLF4trrrlGPPHEE+Kmm24S Tz755IjXEUKINWvWiHA4LM455xyxatWqEV//2c9+Jnw+n5g6daqor68Xt99++4g+Tz75pFiwYIGY Pn26ePDBB0U8Hh/Rxw6r9ycSiYiGhgbxta99TVx11VXi8ssvF5deeumI72fn/SEicqNxW1syEolg 27ZtWLhwIUKh0Iivx2Ix9PX1Dfw7FArl7dfa2orZs2ejuroaiUQCfr9/yNcTiQQymQy2bNmCBQsW oLq6esRrmLZv345gMDjqJfPd3d0DP3O+1+nq6hpyMUhDQ0PRV02O9f5EIhEsWLAAHR0d6OzshBAi 76X/gPX7Q0TkRuNW3Kh4zz//PE477TS0tbXlPZ1LRDTZsbhNMOvXr8edd96JeDyOYDCIc889F6ee eqrV04iIJhUWNyIicp3iPhAiIiJSGIsbERG5DosbERG5jp5IJADIS+bZVq596aWXbPVjOz4t81G7 ZT7qti0tLbb6Od3qW7ZsAQCwrWxr3hdn1Y/t+LSl5vOHF17H2l09Ix7/y6tv4tcvbcdND/4VP3/+ bVz/2z/j6Q17R/R7/PkWfPuRtbj4v/+A5zbtt/x+k60tNR+2lWubm5tt9XO65dWSDmlpaUFzc7NV NxonpeZz3R83wKNr+OaZRyLsO7QrxMvbDuCO1VuH9D1xfiMu/eCCIY8N7vfRd8/EPx87C3RIqflQ 5aiaDYsbURlc/fs3cbAviVs+cQwaw76Bx/dHEti4pwd+Q4fH0KFrGppqAphVHxzy/EQ6i6c37sVj a9px2lHTcMH7Dhv+LYioALygxCEtLS1WXWgclZpPJJ4GANQEhu7lN63aj1OPnIaTDp+C4+c1oPmw +hGFDQD8Hh1NNYEhr0WHlJoPVY6q2fDIjahEiXQGl//2dfg8On7x2eJPz/TEUtjdHUNjlR/TqrkG KFEpeOTmEFVnNySVkk9vTB5pVfuL34EdAGqDXiyeUcPClkcp+VBlqZoNj9yIyiCaSCOZyaIhdOjz NiIaPzxyc4iqsxuSSs2nyu9hYaugUvOhylE1Gx65ERGR6/DIzSGqzm5IUiWfO1ZvxXV/3ICeWMqq 66SiSj40kqrZ8MiNSCHf/8N67OqK4bqPLMHchpE7zxORPTxyc4iqsxuSSsnn1y9tx9cfXINX3zlo 1dWSecVlXzJj0XNyKSUfqixVs2Fxc4iKy9PQIaXkE0mkEImnYWiaVVdL4Vxxi8Z5WnKwUvKhylI1 GxY3h6g6uyGplHyiCXmf2//f3p0GtnXVaQN/tMuSvNuJ7ThxYmdPmqXuCk2bLrSBAm1hygBTZoCB MsA7LcwAA7QwzNABClMYthdehqWlQHealtI2TdusbZImajYncZzEcezY8b5Ksvb7friWY1uy77Ut XR1dPb8vJ7H/khM/vj7n3HvPuc5ZrnMDAJfNAgDwBrhLyVizyYdSS9RseM2NaJbu23wUFwb8eOD2 1ajIj99aazo6hwLwBMKYm2cbtwEzEU0PZ24aEXV0Q7LZ5OMJyNfHckdmXbMxJ9eG6hInO7YJZpMP pZao2XDmRjRL4agEjz+EfIcVs7/qRkTJwJmbRkQd3ZBsNvmYjQYUsGNLqdnkQ6klajacuRERke5w 5qYRUUc3JBMln35fEP/14gk8tPWkUmlWESUfiidqNpy5EQnEGwjjnx8/CKfNjJ9+eL1SORFNgjM3 jYg6uiHZTPPZeaoLn/mDG08caFEqVcVhNcEAuZOLctw5aqb5UOqJmg07N42IuoqfZDPNxxMIIxSJ wmRMzu0kBoMBLjsXck8003wo9UTNxtjX1wcAYJvadtu2barq2KannWk+7Z09AAAEvKrq1bROqwlB 7xA8gYiq+mxoZ5oP29S3brdbVZ3WLTs3jdqqqipVdWzT0840n84euXOTAh5V9Wraz15Xg8+/swyl uTZV9dnQzjQftqlva2trVdVp3fKGEo243W5hp+8083x+/FoDDp8fwL03LsHaygKlcpqhmeZDqSdq NuzciGYpEJavuZmTdN2NiGaPN5RoRNQ7ikg2m3xsZiM7thSbTT6UWqJmw5kbERHpDmduGhF1dEMy kfI51NKPbz5/DE+/fV6pNGuIlA+NJ2o2nLkRzZAEIBqVkrbGLcZ9rg8/334atVWF+PzGxUrlRJQA Z24aEXV0Q7KZ5NPS68OnHz2A771cr1Q6LbEnenMR90UzyYe0IWo27Nw0IuKtsnTRTPKJdT7Jnrnl jnRug8MhhcrsMZN8SBuiZsPOTSOijm5INpN8PCOdm8uW3Kdmu+wjM7dgRKEye8wkH9KGqNnwmhvR DL16ogN/eqsZNyyfg7uurFIqVy0qSTjfNwyXzYwip1WpnIgS4MxNI6KObkg2k3yC4SgMBsPoacRk MRoMWFDkYMc2xkzyIW2Img1nbkSzIAEIR6KwmDhOJBIJj0iNiDq6IdlM8zEA7Ng0MNN8KPVEzYYz NyIi0h0OOTUi6uiGZKLl8+zBVnzlmSPY39SrVJoVRMuHLhI1G87ciGbIH4rAbjEplc3In95qxqsn OvDRKxbgphVzlcqJaALO3DQi6uiGZDPJ557HD+LuR90IR5M/PnRa5U6Tu5TIZpIPaUPUbNi5aUTU Vfwkm24+w6EIwlEJJiNS8rib0S24uJAbwPTzIe2Img07N42IOroh2XTzGfLLW2Pl5VgUKmcm1y6/ L7fgkk03H9KOqNnwmhvRDDR2e/HAX49jUYkT37h1pVL5tPmCYQz5w8jPsaTsuh6RnnHmphFRRzck m24+gXAUNrMp6ftKxjisZszNs7NjGzHdfEg7ombDmRvRLEQlCUZD8q+5EdHsGM+dOwcAYJva9oUX XlBVxzY97UzzaWluVlXHdnbtTPNhm/rW7XarqtO6NTudTgAA29S2V111lao6tulpmY/YLfMRt62q qkJ3d7dindYtT0tqxO12C3vLLImZz4Nb6tHW78d/vG8lChzZ/YQAEfMhmajZsHMjmgFvMAyryZjS TZO/8XwdWvuG8Z/vX43KwhylciIaI3VHJo0j6h1FJJtuPj9+7RQ+8wc3TnV6lEpnLG9krVtsTV02 m24+pB1Rs2HnphERp+100XTz8fjlbbFy7alZCgAAjpEtuHzcpWTa+ZB2RM2GnZtGRB3dkGy6+XhG 9nyM7QGZCrE1dB7uLzntfEg7ombDa25E0xSVJHz6UTcgSfj1P1wOg9ILZmjIH0IkKsFlt6Rk/0oi PePMTSOijm5INp18fMEI8uxm5DusKevYAHl/yQKHlR0bppcPaUvUbDhzIyIi3eHMTSOijm5IxnzE xnzEJWo2nLkREZHucOamEVFHNyQTMZ8ebxBfevow/v0vx5RKdU/EfEgmajacuRFNkycQhiRJcNnM MKTwiQCeQBj3PH4QTpsZP/3weqVyIhqDMzeNiDq6Idl08nnhyAXc+8QhbD3RqVQ6K86RztMXjCDb R6DTyYe0JWo27Nw0IuoqfpJNJ5/YdlguW+oWcAOAAfIuJZIkwZvlC7mnkw9pS9Rs2LlpRNTRDcmm k89QILb1lkWhcvZyuUsJgOnlQ9oSNRtecyOapm//9TjOdnvxjVtXYlGJU6l8Vvp9QdgtJtgtqZ0l EukNZ24aEXV0Q7Lp5GMzG+Gwmkf3fkylAoeVHRumlw9pS9RsOHMjIiLd4cxNI6KObkjGfMTGfMQl ajacuRERke5w5qYRUUc3JBM1n31ne/B/HjuIR/Y0KZXqmqj5kLjZcOZGNA3DoQh8gTBcdjNs5tTf 6OE+14efbz+N2qpCfH7jYqVyIhphrKurAwCwTW375JNPqqpjm55WbT7Pvr4HX37mCL7zx62q6mfb tjaeBAA0NtSrqtdrqzYfttq3brdbVZ3mrd/vlyRJktiyZavcvnioWfrEw29JD+86pap+tu2ZC33S Jx5+S/ra025V9WzZspVbnpbUiNvtFnabGlKfz+aDrXj+SBtuWzcPt62tUCqftf7hEP7lyUMocFjx wzvXKpXrltp8SHuiZsPOjWgaHt17DttOduKuK6tww/I5SuWzJgHw+ENw2S1I3fMHiPSHd0tqRNQ7 ikimNh+r2YgipxWFDqtSaVIYIO9hme0dm9p8SHuiZsOZGxER6Q5nbhoRdXRDMuYjNuYjLlGz4cyN KENIQNafniRSizM3jYg6uiGZyPk8sqcJdz/qxltne5VKdUvkfLKdqNlw5kakUjgqoWPAj7wcC3Lt qX/cTcwf9zXjtfoOfPSKBbhpxVylciICZ26aEXV0QzI1+fR4AvjG83X4zksnlEqTymmVt/nyBiMK lfqlJh9KD1GzYeemEREXOdJFavLxBuTOxanBQ0rHco3MEr2BsEKlfqnJh9JD1GzYuWlE1NENydTk M+gPAQDyNDwlCVzsTIc5cyMBiZoNr7kRqbTrVBd+92YTrllcgk++c5FSedKEo1FIEmAxcSxKpBaP Fo2IOrohmZp8zCYjyvPtKMm1KZUmldlozPqOTU0+lB6iZsOZGxER6U52Dwc1JOrohmTMR2zMR1yi ZsOZG1GGCEWiMBsNMBi4TwmREs7cNCLq6IZkoufzb38+gs/8wY1Bf3YuBxA9n2wmajacuRGp1Nzr g81sRGmuDUaNZ0/3bz6KtgE/vv3+1ZhXmKNUTpT1OHPTiKijG5Kpyef7W+rxtWePYjik/XqzvBwL AGAoSxdyq8mH0kPUbNi5aUTUVfwkU8onHI3CF4zAZDTAadV2ETdwcSF3tu5SopQPpY+o2bBz04io oxuSKeUzuvVWGjo2QP66ZqMRgbD2s0YRKOVD6SNqNsZIRD5Y2Ka2Xbdunao6tulplfLp9/oBAE6r UdX7Jbv9yGXz8KuP1eLKhYWq6vXWKuXDNn1tbW2tqjqtW+PRo0cBAGxT2z755JOq6timp1XKp/74 cSwqccLQ16zq/ZLdnjh+TFWdXlulfNimr3W73arqtG55tyQREekOr7lpRNTz0iRjPmJjPuISNRvO 3IgyhCRJ8IejyLGYlEqJsh5nbhoRdXRDMtHz6Rj041OPuvHtF44rleqS6PlkM1Gz4cyNSIXzfcOQ JAlz8+ywmrUfEw75Q7j3iUPItVvw479dp1ROlPW0P0qzlKijG5Ip5fP4/mb8+1+O4XSXZ8q6VIkt 4vb4Q8jG8ahSPpQ+ombDzk0joq7iJ5lSPt6gvDOIw5qe611GgwEumxkSAF8wolSuO0r5UPqImg07 N42IOrohmVI+QyO78efaLVPWpZLTZobDaoY/DXtbpptSPpQ+ombDa25EKnzmD26EIlH8v7tqYTGl Z0woSRKf5UakUnqO0iwk6uiGZFPlE45EUVPqxKISZ9o6NgBZ3bHx+BGXqNlw5kZERLqTvmFolhF1 dEMy5iM25iMuUbPhzI0ogwTCUUQlibuUECngzE0joo5uSJYJ+Ww/2YnP/tGNpw60KJXqTibkk61E zYYzNyIFnUN+DAyHUeqyosBhVSpPmf1NvfjFjjO4rKoQn9u4WKmcKKtx5qYRUUc3JJsqn92nuvHd l05g1+nuSWu04BpZY+cNhBUq9YfHj7hEzYadm0ZEXcVPsqnyGQrEFnCbJ63RgnNkd5ShLOzcePyI S9Rs2LlpRNTRDcmmyscT69xs6dudBJA7V4vJmNa1dunC40dcombDa25ECh7cUo+T7UP4yi3Lsbws V6mciASQfUPANBF1dEOyqfKZV5CDmlIXipzpnbllMx4/4hI1G87ciIhIdzhz04iooxuSMR+xMR9x iZqNsa+vDwDANrVtdXW1qjq26WkzJZ+unl70+4Lo6OpRVa+XNlPyyca2trZWVZ3WLTs3jdpdu3ap qmObnjZT8vnlK0fwL08dxp4T51TV66XNlHyysXW73arqtG55zY1oCkP+MJp6vCh2WVGRn6NUnnKP 7j2HbSc78XdXLsCNy+cqlRNlLV5z04io56VJNlk+pzs9+NGrDXjm7fMJP6+12EJybzC7nsbN40dc ombDzk0joq7iJ9lk+XiC8gJuV5oXcMc4bSOdmz+7dinh8SMuUbNh56YRUUc3JJssnyF/CADgsqV3 660Yl82MXLsFxix7KjePH3GJmg2vuRFN4Yn9LdhyvB0fumw+Nq0qUyonIkFw5qYRUUc3JJssnzl5 Nqwsz8PcPHvCz5M2ePyIS9RsOHMjIiLd4cxNI6KObkjGfMTGfMQlajacuRFlGG8wDI8/jNJcW9bd WEKkFmduGhF1dEOyTMrnvmfr8LVnj2Ioi5YDZFI+2UbUbDhzI5pEOCrhYHMf8nMsWDpXnOe43b+5 Dm0Dw3jg9ktQkc8bXYgS4cxNI6KObkiWKB9PIIxf7DiDX+5sTPCK9HGN7FISW4OXDXj8iEvUbNi5 aUTUVfwkS5TP0HBsAbcp7nPpFFtQ7g1kz2lJHj/iEjUbdm4aEXV0Q7LJZm4AkCvI7iQxRU4rip3W rLqZhMePuETNhtfciCaxv6kXv9hxBpcvLMJnr6tRKicigXDmphFRRzckS5SPy2bG+gUFWDzHleAV pCUeP+ISNRvO3IiISHc4c9OIqKMbkjEfsTEfcYmaDWduRBkmKknoHw4hGI6ijBs6EyXEmZtGRB3d kCyT8ukYDOBLTx3GT18/pVSqG5mUT7YRNRvO3IgmcbC5HwYDsKI8DzazOOPAIX8Y9z5xELl2M378 t+uVyomykjhHrM6JOrohWaJ8Ht13Dj95/RSGQ5EEr0gfh1VeVO4NiPXvSiUeP+ISNRtja2srAIBt atuysjJVdWzT0ybKxxMIw9fXBafVpPh6LVuT0QDJ04OoJKHh7DnFej20PH7EbWtra1XVad0aTSZ5 FMg2te2xY8dU1bFNTzsxn3AUCEeisFktsJiMiq/Xui0rcGJeYQ6kkZMvSvWZ3vL4Ebd1u92q6rRu ec2NKIHOIT+++uejKM214cEPrFEqJyLB8JqbRkQ9L02yifmYjEZcXV2MdZUFk7yCtMTjR1yiZsOZ GxER6Q5nbhoRdXRDMuYjNuYjLlGz4cyNKAP5QxH0+oKwm00oclqVyomyDmduGhF1dEOyTMtnT2MP 7t9chxeOXlAq1YVMyyebiJoNZ25ECZxoH8LAcBDLy/JQkGNRKtccnzVHNDXO3DQi6uiGZBPzefVE O361sxGNXZ5JXpFerpGng8eeFq53PH7EJWo27Nw0Ultbq1RCaTQxH49f7jRinYhonCP/Lm+WdG48 fsQlajbs3DQi6uiGZBPzGRrp3HLt4p2SBIBcuxllefasuZmEx4+4RM2G19yIErjn8YPwBML48d+u E7aDI6LJceamEVFHNySbmM8Vi4pw+cIiuNixCYHHj7hEzYYzNyIi0h3O3DQi6uiGZMxHbMxHXKJm w5kbUYbq9wXR6wthTq5N2Ls6idKFMzeNiDq6IVkm5vPY/hY88NfjOHFhUKk042ViPtlC1Gw4cyOa oLnXh7PdXiwsdqKq2KFUnja/33sO20924mNXVeH6ZXOUyomyCmduGhF1dEOysfkcPt+PR/Y0wd3c N/kLBJBnl09Fxtbk6RmPH3GJmg07N42IuoqfZGPzie36Ifp1LIfVBCA7dinh8SMuUbNh56YRUUc3 JBubjycQAQA4RzoPURU7bVhQ5ECBQ/9r8Xj8iEvUbHjNjWiCH77agLrWAXzxpqW4ZF6+UjkRCYgz N42IOroh2dh81lUW4JrFJSjNtU3xCtISjx9xiZqN8cSJEwAAtqltHQ6Hqjq26WnH5nPD8jm4usiP sjy74uvYatPy+BG3ra2tVVWn5kR8aQAAIABJREFUeev1eiVJkiS2qW13796tqo5telrmI3bLfMRt Dxw4oKpO65bX3IgyWFv/MAb9YSyZ44LJaFAqJ8oavOamEVHPS5MsU/N5cEs9vr+lHr5gRKk0o2Vq PtlA1Gw4cyMao384hLfO9mJung1rKwuUytPuvs1HcWHAjwduX42K/BylcqKswZmbRkQd3ZAslk9b /zAe39+MrSc6FF4hBufIQnOPzncp4fEjLlGzYeemEVFX8ZMsls+QPwQAcFnF3p0kJndkCy5vQN+n JXn8iEvUbNi5aUTU0Q3JYvnE9mnMy8mMXT8WFDqwdG4ubBZ9H8o8fsQlaja85kY0xuaDrXj+SBtu WzcPt62tUCofFZUkGA28W5FIFPoe7glE1NENyWL5LCp14qYVc7Gk1KXwivH2NvZi+8kupTKaIR4/ 4hI1G87ciJLgW385hr2NvXjxnms4gyMSAGduGhF1dEOy2eQjScCWYx2obx/EswdblcppBmaTD6WW qNlw5kY0S0dbB/C+n+0GAFQU5GDbv26EzazNuDEQjqKl1weDAaiZ5qlUIj3T5ggkYUc3JJtNPq8c bx/9c1v/MB7Z0zRpbbL1eIP4zksn8Ls3mpRKM9ps8qHUEjUbdm4aEXUtCMli+Tx/pA2v13cqVI+3 5Zi84Psz11YDAH6+7TQGhkNTvSRpXDb5gaoenT+Nm8ePuETNhp2bRkQd3ZDM7XbDGwxj88FW/Hka 183OdnvR0DGE/BwLvnzzclyzuAQDwyH8fNtppZcmhWPkaeHeoL47Nx4/4hI1G3ZuGhF1dEOy2tra 0V0+YrMhNWLbdN24fA7MJgO++u7lMBiAR/Y0oa1/eOoXJ4HZaESOxYRIVNL15sk8fsQlajbs3DQi 6uiGZG63G57Y1ls29VtvbTkmX29718oyAMDqiny8f20FAuEofvhqw1QvTZoV5XlYU5mPqI7vDePx Iy5Rs+HdkkQjDrX04yevn8LaygLce+MSpXJ0DQVw5Xdfg9VshPv+m+Ac2Y+ypc+HG3+4A+GIhBfv 2YDlZbkK70REycaZm0ZEHd2QzO12Y06eHe+9pByXLlD3qJutJzoQlSRsWFwy2rEBwPxCB+66sgpR ScKDL9dP8Q6kFo8fcYmaDWduRDP08YffwvaTXfjB36zBnbXzx32u1xvEtT/YBk8gjMc+fRWuri6e 5F2IKBU4c9OIqKMbkk03H08gjDfP9MBkNODG5XPjPl/ktOKz19UAAL73Uj04hJyd6eZD2hE1G3Zu GhH1jiKSTTef7Sc7EQxHcVlVEYqc1oQ1n7xmEebm2XH4fD/+evRCwppk6PcFUdc6gPN9PqXSjDXd fEg7ombDzk0joo5uSDbdfLYcl5cA3LIqftYWk2Mx4Ys3LQUA/OCVeoQjqZm+uZv78MNXG7C9Qb9P JZhuPqQdUbMxxv5hbFPbxijVsU1PCwCv1Xfgp0+9giF/aMr6YDiKl7a9AQAoD16Y8n2r0YElc1w4 dewI/rDvnOK/YyZtrt2CnqZ6DPnDquozsY1RqmOrfVtbW6uqTuuWN5RoJPZDQGJyu914utmKjkE/ vnPHJSjLs09au6OhC//wu7ewsjwPL96zYdK6mK3HO/DpRw+g2GXFzi9dD+c01tGpcbxtEP+99SRW VuThS+9aplSekXj8iEvUbHhaUiMihk8X1dbWwuOXt7DKVeh8Ygu3b15VNmVdzLtWzsXlC4vQ4wni V7salcqnLdZZenW8vySPH3GJmg07N43Epsskprf274c3GIbJaJhyZhWVJLw6suXWLSsnv9420dfe vRwA8L+7GtE1FFConp58hwUryvNQXaLfR97w+BGXqNmwc9OIqKMbki1bvQ4Axi3GTuRQSz86hwJY UOTAivK8KWvHunRBIW5ZVQZfMIL/ee2UUvm0FORY8OWbl+FjV1UplWYsHj/iEjUbdm4aEXV0Q7K6 w4fwgfXzsGn11KcaL+4lqX7WFvOVW5bBbDTgif3NaOzyKpXTGDx+xCVqNryhhGgarn9oO852e/Hk 3VfjikVFSuVxvr75KP60rxmbVpXhl3eJOeIl0gPO3DQi6uiGZGryOdXpwdluL4pdVtRWFSqVJ/SF G5fCYTVhy/F2vN3cp1ROI9TkQ+khajbs3DQi6nlpkqnJJ3ZK8qblc2EyGhSqE5uTa8OnrqmGJAHf fSl5myo39/rwdnMfer1BpdKMpCYfSg9Rs2HnNkGPN4ifvH4K5/vGP2jyYEs/embxi0PU0Q3J1OTz yvGZX28b6+5rq1HssmJ/Uy+2jux0MlsvHGnDz7adxpkuj1JpRlKTD6WHqNmwcxshAXi9vhPfeK4O h1r68fj+5tHP7Wnswc+2ncbPt51GKBKd/E2mIOrohmTR4kXYfKgVzb2J92e8MDCMo60DcFrN2LCk NGGNWi6bGf98vfy8uO9vqUckOvvL3i6bBYB+17rx+BGXqNmwcwMwMBzC9146gT/sOwd/KILLqgrx 6Q3Vo59fW1mAUpcNTT1e/GHfxU5vOkQd3ZBs89bdeP5wG1r7x8/YY1453gFJAq5bWgqbefaHzV1X VqGq2IFTnR48/fZ5pXJFuXZ5CcOQTjs3Hj/iEjWb2R+lOuC0meELRVCQY8E/X78En9u4GPk5ltHP O6wmfH5jDaxmI3ad6sKOGWxQK+rohmSFVfK2VXn2i7mP9cox+fThzVNslDwdZpMBX75Z/po/2tqA 4VBE4RVT0/suJTx+xCVqNuzcAJiNBnx+42I8cPslWD/JU5jnFznw9yOLZI9fGExYMxVRRzckO3X8 CADAaTPFfa7fF8K+ph6YTQbcsHxO3Odn6tZLKrCmMh/tg3787o2zSuVTqsi3Y/38AswrdCiVZiQe P+ISNZusW+cWikRxutMzrd0lxqprHcCqijwYDDO7W47E9KWnD6PXG8QP/mYtiic8n+2Zt8/jX586 jA1LSvDoJ6+c5B1m5s0zPfjor/ci127Gji9dP+mz4YhoerJq5lbfPoRvPFeHH712Cm0Dia+tKFk9 L39GHZuooxuSLTV14f1rKpBnj99+K3ZH480r1W2UPB3vqCnGxmWlGPKH8bNtp5XKsxaPH3GJmk1W zNx8wQiecrdg56luSJKEysIc3L2hGpU6PYVDyeMPRXDpA1sxHIpg71dvxNwpHoUzU/Xtg3jPT3bD bDLgtX+5DvP5c0k0a1kxc3utvgM7GrpgMhpwx/p5+OZ7VyatYzvU0o9DLf1KZcKObkg2WT67TnXD F4xgTWVBSjo2AFheloc71s9DMBzFf79yUqk8K/H4EZeo2WTFzC0UieLhN5tw65pyVOTnKJWrdqrT g++9XI8ciwn337piygdc6oUvGMGTB1oQlSTctm5e3PUpvfnS04fxtPs8vnLLMnxu42Kl8hlr6x/G 9Q9tRzASxV/+zzVYXZGv9JI4R1sHMOQP4arqYhhncOqcSE90N3OLRKW4RbEWkxGf3lCd1I4NABaX OnFZVSF8Qfl6SSA8+e3coo5upisSlfB2cx92n+7G1589ij+/fR6B8MwWtoskUT6RqITX6zsBALeo fDDpTFUU5ODj71gISQLue7ZuRgu7f737LH69+6wulwPo5fjRI1Gz0VXndrrTg//863FsGdkmKdUM BgM++c5FqMi3o61/GL99o2nSWlHXgkxXrt2MT2+oxpWLihCOSnjh6AU8tDWzT6Wd7vTgVHQODk44 vby/qRe93iBqSl2oKU39g0DvuWEJyvNzcPh8Px7Z06RUHsdplZcxeAKzWzMnIr0cP3okaja66NyG /CH8ZvdZfPflerT0+rDvbC+iGp1ttZmN+Pz1S5BjMSEciU66PZeoo5upRKIS2gf9cR+/ZF4+PnNt De579wpUlzpTchehlhq7PXjsxe042T407uOvjN4lmZyF20qcNjMeuH01AOChVxom3S1lMnpeyJ2J x0+2EDWbqR87nAEC4Sju21wHTyAMi8mI96wux3suKdf0mkN5vh333boC5Xn2SZcJiDq6mcy5Hh8e 2dOE/uEQHrhtNRzW+MXN1aVO3PfuFQn/z/5QBHZL/GtE5A1EULxwedz/MfYUgFSfkhzrxuVz8N41 FXjhSBvu23wUD3/8CqWXjIotY/DosHPLtOMnm4iajXFwUN5tI1PbgM+Dd9SUYGmRCd++bTWur86F xWRUfF2yW5chBIPBMOnnd+7cqep90t129fbhyQMt+Pdn9qOpx4uI34tuT2DS+qGhobiP9w+HcO+j e/DkgRZ0dPep+rrpbAf9IXScPIi8HMvox/edbEVr/zBKbFGsrSxQ9T7Jar/1vpXINYWw/WQXHnvj pGJ9rF0yNxfr5tiQZzerqs+kNlOOn2xs3W63qjqtW2NHh3zqJZPbO2sr8cHluZiTa1NVn462vLxc VV2624dfPYyXj7XDN9CLTavKcPflRVhQ5FB83di2rnUAvd2dePlYO778h5149UQH2i60K74uXa0n EEZOQQlybebRjz+39zgA4Iq5RhgM6t4nWW2Jy4ZP1RYBAB54eg/6fEFVr9u0qgzvXpyD6lKXqvpM ajPl+MnGtra2VlWd1m3GLAWQJAm7z/TgQFMvvnDTUmh30nFmDrb042y3Fx9YPw+AfF5a1On7WH2+ IH69+yzurK3EwmKnUvmkmnt9eHx/M+pHrmPdvm4e3r+2QuFV6XG0dQA73tyHD226FnNy5eUcm368 C/Xtg3j0k1fM+hE3MyFJwEd/vRd7GnvwwUsr8dCda5VeomuZcvxkI1GzyYjOrbnXh0f3nht9EOPn Ny5GbVWhwqvSp384hK88cwThSBR3X1uNqxYVK71Etw619OPlY+2454YlCa/biehcjw/X/fc25NrN OHj/zTCb0jOUaurxYtOPdyEQjuD3n7gSG5aUKL2EiEYIf7fkluPt+PZfj+NMlwcFORb803U1Qnds AFCQY8FHr1gAAHj4zSac7xsW7o6i9kE/Hny5HofPK++uMhvr5hfgq5vib9aIShIGhkOTvEp7Y/PZ ekI+hXrD8jlp69gAYGGxE/fesASSBNz/3NFZPxYnk4l2/NBFomZjBoDGLi/8Yw4cu8WEeYU5SXko 42zVlLhggAG3rJyL29fPE+LfpMbGpaVo7PJg9+lu/GzbKXzzvbM7rRSKRBEcWWaQYzHN+G7QcFTC i0cv4IWjFxAeec+1lYkf85NKu05145E9TXDZzHBYTXDazLhpxVxcXT1+ltvc60OvNyjXWM1w2s1w Wk2wmJLzc+ALRmA1GcadVhl9dpsASxw+fW01nj/ShhMXBvGjrQ34+ntWTFrrDYZxrG0QFpMR6+dr n2kqiXjai2SiZmMGgIf3NOF8n2/cJ771vlVYUDR+/8UH/nocHYMBWM1GmE0GOKwmfObamrhtpzYf akWvNzi6c8VwKIJPvGMhCh3jt2r6wSsncWHAj1A4CgkSfMEIvnvHJeP28Fs8x4Xvf/ASFDgyb5un u66sQnOvD0VOKw6+fRDvvOry0c/9fu85dA75EY1K8Ifk79M/XVeDObm2ce/xzeePxWXzn+9fFbc3 5ndeOoEL/ePXpH39PStQnj8+mx+92oATFwZhMBhw7ZJS3HlZJdLhXI8XgHzbuicQBoYCCddnvXmm e3S9WcyHLpuPTRNuz998qBV7GntG/x4MR/GB9fPirpc9uvcctp3sHPexj11VhTxPC2pra9HjCeLA uT5YzUZsXKb9tbaJzEYDHvzAGtzxizfw2zfO4v3rKibdmqvfG8Ivd5wZfbabnoh6XYfEzcYMADWl TuTlXFzy5g9GRheEjjUcisAbDMMbvPixRLsEvd3cH/cL2RsIx3VuQ/4w+n1j3gxIuAg6Ezs2ALCa jfjSzcvgtJri1oKd7vTEfY+CU2zfZTEZYR2ZrRiN8bMWfygKb3B85xCJxn8vh/xhlOXZ8Q9XL8Sy sty4z2vl769eiI9dVQVvMAJfMAJPIJzwWWYVBTlYN79gtMYXCCM/wWNphvxhdA0Fxn0srGILK4fV DLPx4sxt64kORCUJGxaXwmkVYxnomsp8fPwdC/Gb3Wfx1WeOYvPn3wmzMX7m7hr5vniD+jt9KeIv T5KJms20bigJRyUEwhEEwlGEI1H4ghFUFjriDrQD5/owHAyPLuK1W0xYOjc37pRirzcIo9EAi8kA AwwZc8PBTEwc3cROBRsMQM7I/7siPwfWGZ52HQ5F4nZlsZmNME/oCNsG/JjjssKcpNN6ovAEwhge 80vdajbCaTWp/n/G8vnHR/bjtfpOfO8Da/Dhy+crvUwz3mAYt/zPTpzvG8bX37MCd2+ojqsJRyXc /egBmI0G/OpjlyV4l8wl6uyAxM1mWp0bkZ55g2Gs//ZWhCMS9n/9JhS7xDpjsLOhC3//u7eQYzHh 5XuvRVVx/GObPvtHNwLhKH7+0UuRkyE7xBClgrphLc2aqHcUkcztdmP7yS4Ew1FcVlUoXMcGANcu LcXt6+ZhOBTB/c8dRaJh6TtqSrBxaWnCz2UyHj/iEjUbztyIRtz7xEE8d6gN99+6Ap+6Jv60nwh6 vUHc9KMd6PUG8dCda/HBS9NzQxCR6Dhz04iooxuSvbX/wOiz2961Iv1LACZT5LTivpHlAA/89QR6 veNvyNIrHj/iEjUbdm4aEfGCK10UKKjCkD+M5WV5Ca9lieSDl1Ziw5JS9PmC+I8XjimV6wKPH3GJ mg07N42IOroh2cPPbwMA3LJKm2e3zdZ/3S4/hui5Q23YfrJLqTzj8fgRl6jZsHNT4AtGEI7M/rKk qKMbkjcprgvKO6OIsCuJGguKHPjCTUsBAPdtPjq6xvHCgB+7TnWhoWP8g1czHY8fcYmajRirVNMo HJHQNjCM5l4fWvp8aOkd+2d56yezyYAFRQ7UlLpQU+JCdakT1aUu1JQ64xamT0bUtSAEHD7fj5aG OixafglWVeQplQvjH9+5CM8fakNd2wAeeqUB33zvShxrG8Cf3mrGjcvnYunc9C3STzYeP+ISNZus 6Ny6PQG5w+odHu20Wvp8aO71oX3AP+VOFjazEaGIhMYuLxq7vNiK8VtBFTqsqC51oqbUhUUlTtSU OrG4NBcLihzjNt0VMXySbTnWDmvZYk2fuJ0MJqMBD35wDW77+W48sqcJt62rQK7dAgAY8qdnU+rI yLFkmrCxw8BwCEYDYDQaYDYaYDNPbw3eTI+f/uEQQuGovPORAbAYjcjPscx4swSKN51serxBDPlD IxuBSPAFw1hRngfXhB2x6tuH4n6GE9W1D/rH7YsMAOX58r7I5gdfrocaLpsZxgRb/qRSMBwd/YdH opK8B+GIQX9odC2PNxgePXUYGPOaQDiKll7flLupGw0GVBTkYH6hA/OLcrCgyDHyZwcWFDkwJ9eG QDiKs90enOny4my3F2e6PGjskts+XxDuc0G4z/WNe1+z0YD5sdleqROD5xuwYOnqSf4V2vMGwqO/ iABgwB8CRv468XsdDEfHfQ9ju6GM3Z7KZDSM+8EzGAzIm7BNVn6OZdzf8+wWaPVgvsEx/7+JNh9q RbD9NG5eeVXiAoGtqsjDp66pxi93nsG/PXMUP/ibNQDkLfAOtvTH7TH5wtELqG8fhMVoHP0Fv2lV GRaVjH9236GWfrT2D2M4FEFw5BfRxmWlcfvN/mb3WRxrG0Bo5BeVBOCLNy3FJfPG73/58JtNcU+g uPfGJXGbdv/ujbNo6RsGgNE9bD+wbh76mk+O+yX6m91n0dA5NG5v1s9dvxgrJmwp99s3zqKudWDc xxJ93Z9tO42TI88etFuMMBoN+PjVC7GifPxM/okDLWgZs21eNCrhztr5cd+//919Fqc7L54aDoWj +NzGxVg8xzWu7pc7zuBY2+C4j/3TdTVxZxC0qPvsdTVYOaHusbeacarTM/p3gwH4uysWoLr04v/D 7XbjZKQUpzs9CEbkgYQvGMEXb1yK6tIJ35ddjXGnzP9t03Ism3CW4dmD58d9XQD42rtXYMmE79/v 3jg7aZ35FzvOQO8KHVbMLxrpwMZ0YpWFDlQW5ijuMG8zG7G8LA/Ly+JPWXUOBXCmy4OzXV6c6faM dnyt/cM42y13hq+eAAAz0KhuIEHaK6tZicsXFimVCekLNy3BS8fkTuv5w60AgHA0ikRj0TOdHhyf 8EvtHTXxzxvc0dAV1xldUpkf17n5QmH0j3l0kdFgSLjfbJ7dDJfNDEkCQtEoguEoDAlGNoP+MJpG NtWOedeKuXGzA08gfi/RRHuzFuZYUJprg8VkhCRJCEeluNE/cHHfXACYanVF+4A/7vs3mGCW7Evw 75u49ysgD8AnfjycYE9YLeoMCX5gzvcPx+URG0zE1NbWYuerDXF1Q4H470tFvh3BcBQ2ixEmgwFO mxn2BLP4FWV5cXsKOxLsuFOWZ0dowj0RsW0eDf93+2lVd0t4AmFEVWxEm0wWk3F030WjwYDcMTOB PLt5dDNix5hHoFjNxtFthywmI+YV5Ix7nVaC4SgaRzq3xi4PTtYdxrwlq5ReNiVJkkdOyeCwmsed Ns0fM4ua+L22jskBkB+5YzDIN9vETJztSZKEQf+Yg0camR2OMdVsKtmUZomhjtO450O3TF4guN2n u/Gx3+6D1WTEs597J6qKHbCZTXH7vjb3+uDxhxGKSqOdQXWpC8UTNq1+40w3LvT74bCaYDYZYDUb sboiHyWu8U+tGPKHEY5GYTUbYTeb4k5HTlf/cGh0M/VAKIpIVEJViQP1Rw+P6+D6fUGEIhKMBsA+ 8rM5m68fjkQRGNm0fTgYgSQBBQ5L3MA39v2LMRiAqmIHHBM22R4YDiEYvtgJmE3yMTVxr9dAOBrX +STaE1abuvifl4mn/SQJmJtnH7cPsNvtRumiFYhK0ugZAbtF/p0x8etqiTuUEOnEvz51GM+8fR5X VxfjT5+6KmkDIaJMxM5NI6LeUUQyPeTT7wvhxh9tR48niE2ryhI+QihTtZ85jrKalUplCY29Pj/2 zA4lx0yz8Ycio8/8nEqu3TyjhzMb3jzTLU18+nGvN4i9Yx78CACFTmvcU5JZxzrWiVX3/OE23PP4 wbjTvZJhkrOyrGOdTuvMz795FFdXb0RrayvmzZuH1tZW+Cz5+P1rB+EoLIWvrwuOwlLMNXlZN4s6 qfkgrv7G3Yp1at+Pdcmte+mll7C4doNindr3S1ddbYmEf9u0HE/sOAxbfgkCA92w5ZfAFR7EBzes QV9XOwpLy9DX1Y6QvRCb3ziaEXXdJ/ahZMWVinWJ3q9q/nz0drUjaCvAn7YdhCVP/ddlnXLdpaUG FBSXKtZNfD+jqxjP7DoCe0Ep/P1dsBeUIi8yiL+7YT16OttRPKcMPZ3t6DPk4tndRxTfb+LX5WlJ IiLSnfTdypJlRN1/jWTMR2zMR1yiZsOZGxER6Q5nbhoRdXRDMuYjNuYjLlGz4cyNiIh0x7R46fpv BSuWoMIRP4mLDtbh2Uc244ihGivKc2AEEB06imceeQ4nrIuxfK599HbM0IUd+ONj29BdthrVeVxH MpHb7UZFRcXFD0gBdBx+DS/veBvHjh9D46ALlfMKYDVIGD6/H1te3IYDR+rQ0GVBxYIS2BPMsZlP 8qjLJw/Bhlfw55f34tCRIzhy5AgO7d+LI95KrKpyxZ0GYT7Joy6fAlijgzj1xhZsO3AcJ+uP4cT5 MErmz4HTFH/jOPNJDvXZDKFxz8t4eddB1NUdR0uwGAvKc2FOcE9/MrIx3vXR23BZcaKwIhg4dRKh RdXAqZPoG7Ntm8nugq+hEQOjHwui8+QFmKzab3OVKSYuEI70HsbOhjxs+MCduPODt2BR55vY2xqA FGjBmztbMf/mD+OjH7kN64xn0dCdaId35pNM6vIJwbnsFnz4rrtw11134a6P3Iq1paVYvqI4weM1 mE8yqcsngOCFfdjbVYNb7rgDd9xxK9aHD+PNRl+CXd6YT7Kozcbf8ibe7FyETR/+CD58500oO7cL b3fH77eZrGwmv+YW7kX9qTAWrl2LxcZGHO+8+AvWkFOOKjTidL/8FaRAB+q7i1BdyBHNZMafl47C c/48ovMXo9hiAEx5qFpsR2djH4a7G9CRdwmWFpoBgxM1G9+NK+aO300fAPNJMrX5hMfWnN6LhoIr sKY4wS895pNUavOJ2lywRnzwRyRACiMQMcGRk+D7ynySRl02PRjqG4KlrBx5JsBgKcDCBUa0nhtE 3HbXScrG+MIbpzCQoPMMdR5Do7EaS4qLUL3YgubjHQjEhj9GFxYutaCpoRdhSAi016N/7jKUJvgd TLLxo5soAkNBWHPtI6MLA2y5NoQ8w/APegBzD95+5Xk8+/RT+MvOevSF4sedzCe51OXjx+hmQaFO HDoSxqr15bAlOK3CfJJLbT6Gkktx7fxzeOGxp/DUY0/DbbscV82/eAorhvkkj7psgrCXFCJ0vgk9 IQlSqB/nWwfhGwpg4gZcycrGWN2/F68e7R/fe0oBtNU1w1KzGPkmE/Krl8LeWoc2/+hXgLNqGXJa TqIn5Edb/SDKl5WC2U8u7o6iiUfbyLdWikTg7QliwbXvxR13bMLy4QN4/djA+B8A5pN0avOJ/cV/ /jDOF6xBjSvByQ/mk3Rq8wm27cXOC9V430fuxJ0fuRNXSm7sPDnE4yeF1GZjrXwHNi7qxa5nn8Fz W+sQKM6FxTThwUdJzMa8aGkeDpweQgQFiE3spOFm1LX44e16GU82AEAUfr8fdS0+LCgf+RKOBViR exgnmosx7K3E5cVmjH+aD401fnRjhD3PhuCgH1Hkwogo/IN+WPIcsLsccBRXYW6OEYALlTV52Nvo QQQFo+eQmU/yqcsnRz5GpAAu1PegcGUZrAlmbcwn+dTlY4WvrQOGitUotBgAOFFeZceecwOIrMjl 8ZMi6rLJgcmQg8rLbkHlZQAQRseup3C+yDnu2lgyszG3Ng7BWZ6Li2cso/A0HUP3nOvwofcug9MA ABJ8p17E03VN8MwdKTOLgtIvAAADAElEQVTYMW9FId7a8zasSzah0ASGP4Xxu84b4Zy3AKatDegK lqDc2I8zpwIov7IQjoIaFO5rQIu3EjWOADqbPXDMcTGfFFObjxkAwv1o7rejosiSYPNW5pMK6vIp Rq7PgUB9J3zRYuQaguhvH4a9ZOwvUOaTbOqyKYSh7xBeeMOAd757LQoCzTjSYkfNmtRlYz5suRTX r8q/+MszMojTx4dQccVCOEaPXANyFqzBvH37cGZwyejHbOXLURruR1FNAUzxlwVpjIl3FJkKL8F1 K3Zg55+fQBgmuGo24IYKKwyGGmyo7cCrzz+OtyQJ5tI1uH5V/sUfAOaTEmrzAQBEfBgI2rDQmuCU JPNJCXX52JAT3YCr2rfj5T/Xw2wMQ8pdhetWF/D3Wwqpy8YKk7QYK/O34sXH6yDBjsrLbsKq/DHH UJKz4SJujejheWF6xnzExnzEJWo27NyIiEh3uLekRkTdf41kzEdszEdcombDmRsREekOZ24aEXV0 QzLmIzbmIy5Rs+HMjYiIdIczN42IOrohGfMRG/MRl6jZcOZGRES6w5kbERHpDjs3IiLSHXZuRESk O+zciIhId9i5ERGR7rBzIyIi3WHnRkREusPOjYiIdIedGxER6Q47NyIi0h12bkREpDvs3IiISHfY uRERke6wcyMiIt1h50ZERLrDzo2IiHSHnRsREekOOzciItIddm5ERKQ77NyIiEh32LkREZHusHMj IiLdMTc2NirVEBERZRSDJEmSUhEREVEm4WlJIiLSHXZuRESkO+zciIhId9i5ERGR7rBzIyIi3WHn RkREusPOjYiIdIedGxER6Q47NyIi0h12bkREpDvs3IiISHfYuRERke6wcyMiIt1h50ZERLrDzo2I iHSHnRsREekOOzciItIddm5ERKQ77NyIiEh3zI2NjUo1REREGcUgSZKkVERERJRJeFqSiIh0h50b ERHpDjs3IiLSHXZuRESkO+zciIhId9i5ERGR7rBzIyIi3WHnRkREusPOjYiIdOf/Azqw8qHvUybw AAAAAElFTkSuQmCC --047d7bae46662a18fd0508ac69c9--