From mboxrd@z Thu Jan 1 00:00:00 1970 From: "Martin Mueller" Subject: Re: Re: Boot time: Kernel start parallelization issue? Date: Mon, 17 Jan 2011 13:33:50 +0100 (MET) Message-ID: <201101171233.p0HCXoPU020354@post.webmailer.de> Mime-Version: 1.0 Content-Type: multipart/mixed; boundary="b25dd929ad9f0b39a224f0039d7a999a5" Return-path: Sender: linux-embedded-owner@vger.kernel.org List-ID: To: Arjan van de Ven , Dirk Behme Cc: linux-embedded@vger.kernel.org, Greg KH --b25dd929ad9f0b39a224f0039d7a999a5 Content-Type: text/plain; charset="ISO-8859-1" Content-Transfer-Encoding: quoted-printable Sent: Mon, 17 Jan 2011 From: Arjan van de Ven > On 1/15/2011 11:33 PM, Dirk Behme wrote: > > > > Do you talk about > > > > > http://git.kernel.org/?p=3Dlinux/kernel/git/torvalds/linux-2.6.git;a=3Dco= mmitdif > f;h=3D22a9d645677feefd402befd02edd59b122289ef1=20 > > > > > http://git.kernel.org/?p=3Dlinux/kernel/git/torvalds/linux-2.6.git;a=3Dco= mmit;h=3D > 4ace92fc112c6069b4fcb95a31d3142d4a43ff2a=20 > > > > > http://git.kernel.org/?p=3Dlinux/kernel/git/torvalds/linux-2.6.git;a=3Dco= mmit;h=3D > 793180570ff2530d133343ceea85648de5f01b02=20 > > > > > http://git.kernel.org/?p=3Dlinux/kernel/git/torvalds/linux-2.6.git;a=3Dco= mmit;h=3D > f29d3b23238e1955a8094e038c72546e99308e61=20 > > > > > > http://lwn.net/Articles/314808/ > > > > merged with 2.6.29? > > > > With a recent .37 kernel the usage of async_schedule() seems to be=20 > > implemented for >=20 > yep > > > > ./drivers/acpi/battery.c > > ./drivers/s390/block/dasd.c > > ./drivers/base/power/main.c > > ./drivers/ata/libata-core.c > > ./drivers/scsi/sd.c > > ./drivers/md/raid5.c > > > > With this, on an embedded system using none of this, the completely=20 > > single-threaded start up reported in [2] seems to be reasonable, then? >=20 > quite likely. >=20 > > > > This would mean that to improve the issues reported in [2],=20 > > async_schedule() has to be implemented for the sub systems used,=20 > > there, too? I.e. the USB init? >=20 > USB init is asynchronous internal to USB; this was one of the outcomes=20 > of a side discussion at the Kernel Summit a year and a half ago or so=20 > where Alan Stern visualized the problem... and solved it internal to USB. >=20 > Now, there is one 100 msec delay that is inherent to USB (mandatory=20 > delay required by the spec for voltage to stabilize) but that shouldn't= =20 > be in the synchronous path anymore There is a 100ms electrical/mechanical root debounce delay from USB=20 specification that is indeed avoided by [1]. What we see is that=20 there are two (EHCI + OHCI) additional 50ms root port reset delays=20 required by USB spec resulting in an 100ms delay. Seems that these=20 two are synchronous(?) See bootgraph pictures attached. > >>> what kernel are you seeing issues on? > >> > >> [1] talks about 2.6.28, [2] talks about 2.6.34. >=20 > yeah 2.6.28 is a lost cause ;-) 2.6.34 should be not too bad. >=20 > Now, the one thing that's critical for all of this is that we need to do= =20 > this data driven. Using async init is not always as easy as it sounds;=20 > there are device ordering things that need to be dealt with, and failure= =20 > cases get much more complex as well. >=20 > So the first order of business ALWAYS is to get a bootgraph (from=20 > scripts/bootgraph.pl)... to see which things are big on the one hand,=20 > but also to see if there is gains to be had. There is absolutely no gain= =20 > possible (in terms of making something async) if it is pretty much the=20 > last big thing in the boot that you are making asynchronous (since the=20 > end of kernel boot has to wait for it all anyway); there is only gains=20 > for async if the expensive operation, when made async, can run in=20 > parallel with something else expensive that comes later in the kernel ini= t. >=20 > The bootgraph will show this opportunity / pitfall very clearly...... Please find in the attachment two bootgraphs from the 2.6.34 system=20 discussed in [2]. The first is from the unmodified boot. The second with having=20 "fastboot: turn the USB hostcontroller initcalls into async=20 initcalls" applied. Does this make sense? =20 Many thanks and best regards Martin [1] http://git.kernel.org/?p=3Dlinux/kernel/git/torvalds/linux-2.6.git;a=3D= commit;h=3D8520f38099ccfdac2147a0852f84ee7a8ee5e197 [2] http://thread.gmane.org/gmane.linux.usb.general/41181 --b25dd929ad9f0b39a224f0039d7a999a5 Content-Type: image/png; name="bootgraph_2_6_34_arjan_usb_fastboot.png" Content-disposition: attachment; filename="bootgraph_2_6_34_arjan_usb_fastboot.png" Content-Transfer-Encoding: base64 iVBORw0KGgoAAAANSUhEUgAAAhIAAALgCAIAAABOBQn6AAAAK3RFWHRDcmVhdGlvbiBUaW1lAE1v IDE3IEphbiAyMDExIDExOjI0OjQzICswMTAwic21PwAAAAd0SU1FB9sBEQoaNP3m1L4AAAAJcEhZ cwAACxIAAAsSAdLdfvwAAAAEZ0FNQQAAsY8L/GEFAAA5DUlEQVR42u3dD3BU9b338V3LbbEICeJN qNGkIgalQhDsJdAqJYAMhA0XrUzC86T2qYSGUWdgyL3+I8MwSdXMLFPuA73EBB01U7I3SJ0m8ni1 sIr0ktArSC4USi4UEqmFiJDFplLb3jzf7E9O191ks9+wu2eTvF+TOXP+/Pac7x7a32d/55xdnV1d XQ4AACJzjd0FAAAGEmIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwA ABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBA gdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSI DQCAArEBAFAgNgAACsPsLmAwePXVVz/77DO7q0Biue666/Ly8uyuAog+Z1dXl901DHhOp1OmY9K/ ZnchSBQft/1+2LBhf/7zn+0uBIg+RhtRMGp08uK6tePmTrO7ECSKA1WvH67YYXcVQExwbwMAoEBs AAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYA QIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAU iA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHY AAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0A gAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIiNmOhsv3jE463Ne3pIFeAtfVH+YtEY QOIYZncBg9M76156r7J+KBcAYLBitBETuVtWD8ECcsp+IH/9a3zZ17neOTv+NQPQIjaQEM4fa7W7 BAARITZgv7PNJ1+Y8YjdVQCICLERW53tFxs31K13zt658sfSOZqVsmj+elwU5iUHq1+Xl6su3Rzx eKV9bd7TH7d8EFiDdXu8pWGfKcbXds5qby1aO5HGpiRTQ4TvNPAmfOhBZd46SlDj56csDzwVdv+j AQiHW+KxdfG3v5+xZunkwnn1y93SOT56/JUxmTeXnPuZO/V+q82qVs/GjHxrUTJj4oOz5FWXfZ37 3P8W+bG8pS9+et73eMfrw5NGSKdsrZdDS8ft8H+oz3TNfLjxJ+ajfdZD8+/Mz7l55jfM0c3tENnJ 3vIaqXBEymhpLzX//uB/R3KnxDpK0OKZpqNyUPMeR6XdYHYV1Hhd19smLWTG7n8xAH1gtBFbN2VP lKl0wfe5ix3dn7sbzWJgm6T01MDFt0q2DBv+ZZmR3n/6Y0siPNAp70Hp7rNXf1deJYvjF0y3NhXU /8jMjM261Srpvcp6M2OOHvjY1d3FeaZC0z7CJ7KsowQt9niUoMYABhBiI05kkOHwR0KfLaXXlrGI DBdktCHdd4QfwI9u32MdxeGPnP7VmVP2AzMgkFEC36sAEIrYSDgyYsh0zdxRUFaRvKhxQ12Er4ri tzRaGvbV5j3dcfps5GMdAEMH9zbiSkYSfbaREUNB/Y/kw37zy2+a0cmMNUvjVqGMciSxHm78ibm4 BABBGG3EiXmM6raF0/tsud45+7KvU3rt3C2rpfuO5LqWcFWtcfivLF1lnZIZjis3JAAgFLERK5mu mQ7/nWqH/3nTt0tflDVmpePKsMM8Jmv19TtX/tjM7HP/m3lWdeSNY+5zr4zkcLfO/6ZM9z7zU/NC c1yzT+sJWkkjU4xZNDNBi6YwE3KBIRT44FOPetutOaiZ9nZQ63SZ55Vt/XcD0AdiI1YK6n/0vd0b mjbukNHDO+temrRszpKap6yt335ymXSUmyd8T7pj+Wgv8w/Uln5n/ffN1umPLTm6fY+8UKYRXqFK Sk9d1eoZlXbDxox8iYqUO2+x9mk97FuRvEim1qKZCVo0hT0/ZfkRj1cKM4MY6crTpt8RvoDedmsO aqa9HVTM9v/QyP5Nr00unGf3Px2AcJxdXV121zDgJV0/enHd2nFzp9ldCBLFgarXD1fsOH3ylN2F ANHHaAMAoEBsAAAUeAB3YAj/S01x+E0O2wsAkCCIjYHB9n7Z9gIAJAguUgEAFHiSKgqcTufY2ZNu +Ifb7C4EiaLttaY/fXDh8h8/tbsQIPqIjShwfukaiY5hw4fbXQgSxV8+/dTpcP7PX/9qdyFA9HFv IwpGjUpevLZu3LS5dheCRHHg9arDOyrsrgKICe5tAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQ GwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEB AFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAA BWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAg NgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWID AKBAbAAAFIgNAIACsRErnRfbj3g9tU/n2V1IN++LpfIXi8YAhpphdhcwaL3z0rr36ivtrgIAoozY iJXc1VsSJzZyflDW78aXO30Vi5LXvd1l95sAkBC4SIU+nG89ZncJABIIsYFwzp5sfuGRGXZXASCB xDU2fD5fU1NTdXV1Xp7iRnFbW5t5idPpDN3q8Xh6XJ+YLnf6jng962c75e/g69WdF9sj2SozLfsa zN11WS9bZV469AgPGnRzPnBRdmv25jvX1mPj55dPMTOmKrvPHwD7xTU23G73zp07V6xY0dDQEOFL JBUyMjJGjhy5efPmrq7gy+uSKAUFBfF8C1fptWcKP/vjJ+ve7ir52bnjjQ317uUSFX1udd+fKv24 dPFnjjZNXVT0+Osdo25Ikw794w9aIjmo7GdHWYG8PGhR9pY507XK0yrzv9z2bI+NrVsaMsPtDQCO OMdGmV/k7UtLSyUVDh06lJ+fn56eHtpARiHxrP8qnTrole54wrcWy/yI0Sn3/K+nZPHE/jf63Gr1 1zdNzJbp8BFJ0/KKZaalMaL0LfhRfY+LZm9Jqd0n1rp7H9QYAIIk7r0NGZGUl5dLZmRlZfXYwOv1 5ubm2l2mwtE92x3+SDCLN2TcIdPDu7dFsjXI2Fu7z8lbW0rsfk8AhpwEjY22tra8vDy3291bZvh8 vvfffz87O9vuShWCnseVQYPDf3chkq0AkCASNDb27dsn07vuuqu6utrpdEqEyNgisMHWrVsLCwvt LlMnc6bL4b/vHbjybv/lpj639ij8VgCIhQSNjT179sh0zJgxRUVFHR0daWlpc+bMaWpqMlubm5sl UVJSUuwuU2fSnGUy7Th72iyahJg468FItgYxN8Nvm77Q7vcEYMhJ0NiorOy+YmOuUCUlJRUXd3+s fvnll83WXbt25eTk2F1jHwIfnzUz46cvkCHFgfpKEwkn9r8hw4VbpuZEstU44vU4/InS/IsaaWwG KNpKrEVzIGt8E7TVmjFHkcXGug12n1QA9kvQ2Ahi8sNkicfjGRCXp9z3pwbNDB+RlFey9Wu3Ta1Y lGy+AzFnxXNW+/BbjRsy7qh9Ok8aJKekL3mqpn+VWIuyH2sautWame3/rZH9r22aPG8AnHYAseYM /TJEzA/p/3Ze+OOWlpaWl5d3dHTIUMN6lcvlqq+vD/Plvvi/FyNp9PWL19aNmzY3docwQcI3JwaK A69XHd5RcfrUSbsLAaIvQUcb5sna06dPm0Wfr/tCyrJl3Vf/u77INAicBwDETrxjwwRA4IxR6mct Zmdnr127Vta0t3dfYa+rq5OhRn5+vs1nyyah9xsAwC5x/eH0wOtLycndl9TDDBHKyso8Hk9qavcV 9qqqqpqaSC/lDz6B9xtCr1OF/6kormsBiC4b7m0MPnG4t4GBhXsbGMQS9N4GACAxMdqIAqfTef24 aaNvvdvuQpAoPnyv/i+dH3/2pz/ZXQgQfcRGFDiv+ZLjmi8NHznS7kKQKC5fuuR0dP3PX/9idyFA 9PHfEo+CUclJi+vqxs3l3gY+d6Cq6nBFhd1VADHBvQ0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAA BWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAg NgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWID AKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViA4iHXbt2OYEQTzzxhN3/21QbZncB wBCy9/+stLsEJBCX52W7S+gPYgOIk9Ejrvt2+tftrgIJ5O6bM+wuoT+4SAUAUCA2AAAKxAYAQIHY AAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0A gAKxAQBQIDZiorO9/YjHU5uXF8+deEtL5S8WjQHAwn8UNibeWbfuvcrKRNgJAEQXo42YyN2yJf47 ySkrk7/+Nb7s8613OuN4hgAMVMQGup0/dszuEgAMDMQGHGebm1+YMcPuKgAMDMRGbHW2tzdu2LDe 6dy5cqX0ztbKloYGc69bZmTrwepq6yVHPB5ZI1s/bmlRHSjw/nngojmEzPva2nps/PyUKWZGmnGp CkB43BKPrYu//e2MNWsmFxbWL18uvfOjx4+PycyUeenKZeuZpqb0e+91VVV1XOnQvaWln54//3hH x/CkJOnZIz+Qtc+gRTlEpsu1qrV1Y0bGqLQ0c78kqPG6ri6TFjJj9wkDkOgYbcTWTdnZMh2RknKf 2+3wf/CXaUF9vdk6etw4iYepRUXm7vQpr3dveXn26tWyUhbHL1gQ+YGsfQYtmgKS0tNlaj2XFdQY ACJHbMSJDDJk+lZJSeBKiZPAxaPbt1sthQkPAEgoxEYC4VsaABIfsRFXdxcX210CAFwVYiNOzGNU ty1cGKaNq6rK4b+JbXexANArYiNWMl0uh/8ut8P/wOvbpaWyxqyUxR5fcuv8+TLd+8wz5klZ81qx c+XKPg9n7dPMWIuXfT5rGrrVmrEKa9ywwe4zByChERuxUlBf/73du5s2blzvdL6zbt2kZcuW1NSY Te7UVDMT9DOFSenpq1pbR6WlbczIkKhIufNO6c0fqK39zvr1fR7O2qeZsRYrkpOtaehWa2a2/1Gu /Zs2TS4stPvMAUhofG8jhm7JyZG/0PVhvh4hyZG7ZYv1a1SRPykbtE/VohiblcWXNgBEgtEGAECB 2AAAKHCRamAI/1NRXF8CEDfExsBAMABIEFykAgAoMNqIgksXL772yCPJU6faXQgSxdmdO7s+/dTu KoCYIDai4ZprLp9u+1P7J3bXgUTxl08/dXJdEYMUsREFo69LqltcN3fcXLsLQaKoOlBVcbjC7iqA mODeBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCg QGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArE BgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwA ABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBA gdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsDQKm3VP4iadne2e45 4smrzbO75Gi+KW1jADFFbAwq695ZV7CjoKGlIXBly8ct0uc61zvlT2ZkMWjryp0rZZNMvae8ofuU lea1pk3oVkkp+Qs6KIDBapjdBaBvZTllEbbckrul8r3KwDXNZ5unPD+l9oHarnVdsihjkQmbJzQ+ 3Jh9U7bDPzqRRdNSXih/u7+3O+eWnMA9bGzaaM0vvG1h4CaJiuoD1Vvztn7lS195YvcTnZ915t+Z H/U3FdrYd9mXXJFs3hGAOIvraMPn8zU1NVVXV+flKa6itLW1mZc4nc54n56Br/Tt7ms7Vm9uZp7Z +4xZ/Pnxn0uESP/b8XiHRIvjiyHh8A8mlk1aJg3MnyvTZW2SvlsGGUXTilJGpCQNT3oo6yEZ6LT5 2uLwpo6dP2b3eQWGrrjGhtvt3rlz54oVKxoaIr2g4fF4MjIyRo4cuXnz5q4uPl32k9WbS18v01lf n2UWJ6VMMsMO6fdNogRda9p+dLuEQfXB6qBLW+LdtndlmpWaZRZvHHmjTPd9sC/W70XGTzNemGHn 2QSGtrjGRplf5O1LS0sLCgoOHTqUn5+fnp4e73Nz1TY0bnCud0qf297ZLjPWelk0m+TTunU7QVZK l23uZsuMeaGjl7vcZo2532D231sNq7JXyfTR//eoaVN3tG7tPWvXzFhjtprMCFTlqrLmpYM2l7xW NKyYsHmCHDSw5a/O/EqmSV9JMovpSd3/QL9u/3UkZyboTQUumvcu81bUBTWe8vwUM2Pevk3/tsDQ lbj3NmREUl5eLpmRlZVldy39IcHw4MQHpYOWD/jufW5rvXSCy+uXmys/khlzXplz6IeHssZmyUrz Sb/pTNO96fdK993W0d1vWustpd7S8r3l50rOpYxIMbcuDv7+4JbcLT2WkXNLTuPDjfLxXPYjESL7 7O2mghlPzL91vrVGqpIiZb3sX8Yc8jf1a1Mzx2SarVKDwz9MCdyJrIzkpkXQmwp8765MV+uq1oyN GWmj0sybCmosJZm04N4GYIsEfZKqra0tLy/P7XYP0MwQJW+VDB823OHvWB+b/pi1XqJCOkFzRcjc fH716KsyrS+oNw3GjR4nLymaWmT6X2t9oOK7iyUzHP6e3eG/mx2mEhlS1D5Q65rgkojKzcztrZlk g/s+txk0BJKckGol22S+prkmKicn6E1Zi2b0Y2qw3lSPZwCAXRI0Nvbt675Eftddd1VXVzudTokQ r9d71XuNK+nZU92pniMeGW1IF299NN52eJvjygUW86nZfGy3mDwIQ+LEfAyXz+aRfJtBahjx5RGS QxIeMuzo8SVSpBRmXbwKJfm0+3u7g0oFMAQlaGzs2bNHpmPGjCkqKuro6EhLS5szZ05TU5PddSms zl7tynQV7ChIrkje0LjBWm+ut1jPJpk/7c7NXZDTHacDxzG9tZQa7k2/1+F/jErGE9L1m7smgeqO 1m3N2xp+V+OvHx+4uPaetaFtelwJYDBJ0NiorOy+QGGuUCUlJRUXF8vMyy+/bHddCpljMusL6hsf bpRhR8lbJYHJ4bhyI6F/zP3hp+55SmKgz6FJ9YHuhLDuQCy/a7nDf4s7sI33lHdWxqw+d+X4Yip8 I+UbjoBntMyMWQlgEEvQ2Ahi8sNkyUDhXO/0XfZl35S9JXeLhIckh1lvHlWqaa4xz8K2d7aHfvU6 PBk9OHp6CCoMcyzHlfyQJLM2SYCNuXaMdaO76UxTb/V8+MmHhVmF1qK5MXPiwglrq7USwCCWoLGx dm33p1qfzxe40uVy9XN3NnHvc5vP4DeOvNF93+cPUy2esNjhv5+RXJEs0ZLqTn3y2086/PnR406s 9daM6fSbzzY7/L281bKhpSG0sQxKZLr1/c8vQJmHaIunFVvNJM+mPD/Futcy44UZ1lfBqw9Wm3sz 5nAf/fEjK10c/nswMpza2LRRGsh+ntn7jCxGMmQJfVPWojmWFXJBW60Z861D8xyzzf/GwNCToLGR m9v9wM/p06fNosmPZcuW2V2XzmPTH9t+dLv0xTK17jZLx9q6qtVc7ZGRx7mSc+bBIckP0yDoKxrW emtGYkb6TenrpU+XMYcZvkgHOj1temhjaXD80eMdn3aYVPh1+69l0Tx/5ejp6V4xYcznPzcy9rqx 5t5Mqbf02r+7NvAr4oasKZpWJA3M072hDXoTVKe1KLuypqFbrZmy2d3PmG3av6lwcmGERwQQLc44 f/VaAiA5ubtT6OjoSEr62yP/paXdj/cEfhlQ1jQ3N2/dujUlJaW6urqhoaG+PkEfxLw+6fq6xXVz x821uxAkiqoDVRWHK06ePmmt2bVr19J/XHKhhN/xxd/Mq31p2pK85557zu5CdOI62nA6nSYzhMyE /40piRAZXqSmpppmNTXR+cYAAOBqxPVb4mFGNj3+6Ei+X/xPCgCgN4n74yIYuML/VBQ/CgIMaMQG oo9gAAaxBH2SCgCQmBhtRMHFSxcf2v7QlJFT7C4EieLfz/+7g990xyBFbESB0+H0OS785qu/srsQ JApnl5PYwGBFbERB8uiRdXVL5869ze5CkCiqqvZXVBywuwogJri3AQBQIDYAAArEBgBAgdgAACgQ GwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEB AFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAA BWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAg NgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWID AKBAbAAAFIgNAIACsQEAUCA2AAAKxMaAV1r6pvzFojEAhCI2AAAKw+wuYIjy+S4nJ6/r6qq4+l2V lc3vd+MolgFgiGC0YY9jx9rtLiGBygAwgBAbNmhu/nDGjJ/YXUWilAFgYCE2YqK9/Q8NDcfy8l6S +erqXzmdj8u8dNNm65Qp/2JmZH3g34YN75r1MmPWtLV19Hkgj+eQOVDQohRgjmvtJKhxUBl2nzMA AwP3NmIiNbXMzDQ1tRUV/cPSpZOfeOIN6aaPHy/JzPz7rq4K002bmwpe74k5c6qLi7PXrLnXvEpm 9uz57dat301JuS78gZYvf1XiIXRRjuty3dHa+mRGxrNpaUlbtiwJbRxUBgBEgtFGTFgdcXZ2ukyT koYXF093+EcAoY1zcsa73bmVlU3WsEDGJcuWTekzM0R9/fd7XDTHTU9PlqnsucfGANAPxEacZGXd KNOSkp09bp07d7xM33yzxSzu2nVi5syv210yAPSA2EgIEirFxdkrVuzw+S7L34kTH5uBAgAkGmIj riQbet/UfRXrjTd+8+67px56aJrdlQJAz4iNOGlp+UimCxfe3lsDM+AoKKitrt5v7kwAQAIiNmLL 4znk8H8Zu6bmoMt1h/yZ9Wamvf0P1kO3wgwyXK6Jke9f9hA4Yy3KEa1p6FZrpscyACAMYiO27rgj JS/vpeTkdenpo2tq8q31ZWX3yXTTpv8oLJxqrZRBhvTjs2bdEvn+rSd9zYy1KEe0pqFbrZkeywCA MPjeRmxlZd3Y42Ovsj702xIyOEhLS8rM/PvI9x+0E9Vib2UAQBiMNhJIXd1/PfjgJLurAIBwiI2Y CL2LEEZp6ZtXfkrkYk7OeLtrB4BwuEgVE4F3Efq8CpSePlqmVVUPFBX9Q9Cm8D8VxfUlAPFHbMSE qkOXtAgNjH7sBwDigItUAAAFRhtRcPHipe9+9+XJk0fZXQgSxd69H9tdAhArxEZ0XHZc85sLDN1w hdNxjZP/PWBwIjaiYNToUYvrFo+bO87uQpAoDlQdOFxx2O4qgJjgAxEAQIHYAAAoEBsAAAViAwCg QGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArE BgBAgdgAElF75x88Rw7l1b7Uj9eWet+Uv1gfJRb7iWcNkZ8lbeNBj/8oLJCI1r3zi8r3mgbKUeJT beLXMEQw2gAS0ZbcJf1+bVnOfPmL9VFisZ941hD5WQpt7Lt82bn+cbvfsW2IDQDQOXa+3e4S7ERs AIBC89kPZ7zwE7ursBOxAdjJd/my58gh5/rH5a/64K/aO/8Q2qah5ZhsXbnztcCtQS+01vf77rTq KIbZJMdq+fijCI8SWJ51xDZfh7U3azHC89OPGkLPUmhVMm+VEdR4yvP/YmZMVdrzPAhwSxywU+Fr HteEiV3rKqRvWl7/asPxozVL8pOGD7caNJ1pc2XecfzRkgmb3Y6AK/jywqzUr8kLZV662lLvm+bi e/dOWo5py9AexeF/uOj8p3/seHy9VCu9aoQHssqTz+xyxMaHHzGf3B/KmpZ/55SZN389Y+OzQQWE OT/9qyH0LFmL5jy0rnpSykgblWTKCGosxZi0MKdlCGK0AdjGe+qE9EeLJ0yU+ZQR1z11T44svnHi N4Ftsm9Kl2nmmL+XqfWkkHSR0vKx6d8yi9LnNp/7vZmvL/h+PyrRHkUqL9/rXZ39bdODLxh/e4QH ssrLGnujdVw5oplJT0oOLCD8+el3DaFnyVrssYz+ndJBjNgAbLP96GGHv0M0i3fckCLTbYf7/tRs 2lgvlM4uFl1bmKOYyk3MiMDhUdzOT3xqQChiA7BN0PcMTMcXySWmflyG6ocwR4nPNyTCnx++pWEX YgOwjSvzDof/rm/gyuK7syN8YY/3z6NeXqyPEovzg5giNgDbLJs0RaanOy6YRdM/PjhxUp8vdPkv 92/a/x9msc3XsaHx3aiXF+YoVa4HHP4byDaen/jUgFDEBmCbBeNvlw/UlQf2mw7xjRO/kY/SObeM dwR8xjcz1idus7h4wkR5Yfler3kG9Nlfvl04eWpgA0dko4R+H2X+rZkyfWav1zyl6j11wqxfufO1 CI9ojhVUQNBimPNzNTWEOa45UNB5CD2l1jgsFmmd+IgNwDZJw4dvzfvu1K+lJVesM890PjdngdmU 6i4LnJEGgYspI66TF669J8fhv2hTPG26dd846IXh9fso6UnJraueTBuVlLHxWemm70wZKz1p7QMF 678zL8IjmmMFFRC0GOb8XE0NYY5rqgo6D6GntGz2fQ7/OMzK0SHF2dXVZXcNA17S9UmL6xaPmzvO 7kKQKA5UHThccfj0ydPWml27di39xyUXSkrtLg0JZF7tS9OW5D333HN2F6LDaAMAoEBsAAAU+HER YDAL/6NJsfh5jPgfMTFrGMSIDWAwi38XmQidciLUMIhxkQoAoMBoA4iHTz/99GLnH/YcO2p3IUgg R89+eHtnp91VqBEbQDwcO9b9S0rfqXvZ7kKQWN577z27S1AjNoB4yMrK+sqXv/LfNf9tdyFIIPev u/9b3/qW3VWoERtAPHzpS1/66vCv3pxys92FIIEkj0weNmzgdcLcEgcAKBAbAAAFYgMAoEBsAAAU iA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHY AAAoxDU2fD5fU1NTdXV1Xl5eJO29Xq/zipUrV/bYpq2tzexQ2sTzvQDA0BTX2HC73Tt37lyxYkVD Q0Mk7Tdu3GjNL1y4MLSBx+PJyMgYOXLk5s2bu7q64vleAGBoiut/xrasrEym5eXlkTSWocayZcvq 6+t7a1BaWiq7OnToUFZWVjzfBQAMZYn7Xz/fvn17ZWXlJ598MmvWrMzMzKCtMl4hMwAg/hL0lnhz c7NkhsysWLFiwoQJHo8ncGtbW1teXp7b7SYzACDOEjQ2JA+6urqOHz9eW1sriwUFBS0tLdbWffv2 yfSuu+6qrq52Op0SIV6v1+6SAWBISNDYMDIzM/Pz8w8dOiTzNTU11vo9e/bIdMyYMUVFRR0dHWlp aXPmzGlqarK7XgAY/BI6NgwZeezevTvwRrq5fmWuUCUlJRUXF8vMyy+/bHelADD4DYDYEOPHjw+z 1eSHyRIAQEwNjNgQa9euDZr3+XyBDVwul901AsDgNzBi48MPPywsLLQWc3NzZXr69GmzaPJj2bJl dpcJAINfvGPDGiIEjRVK/azF6upqj8dj2jQ3N3/00UeBX93Izs6WAYe0b29vl8W6ujoZauTn59t0 DgFgCIlrbDidzuTkZDMvM2F+RWrs2LEFBQXSRrLh2muvDb0AVVZWJsOL1NRUs5PA56wAALET12+J h/nZKPO7IxbJiT5/YyrfL571AwAGxr0NAECCIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgN AIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAA KBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIAC sQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAb AAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEA UCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2Bh4vKVe+YtF YwDoE7EBAFAgNmLlsu/yeuf63havRk5Zjvz1r3EUywAwNBEbsXL+2PkwiwlSFQBoERsxcbb57Asz XuhtMUGqAoB+GGZ3AYPT81OeNzNBV4SCFu9z3zdjzQyZadzQ+FbJWzKzqnVVUnpSmD13tnee8p46 vO1wQX1B0GJLQ0ttXm2mK3Ph5oVmJ0GNg6pa17XO7vMEYOAhNmJCeuSgrjlwUbryV+a8cnfx3SYz hMyc3nM6b2veiJQR4fdcv7xe4iF08UzTGQkMSZ2NGRtHpY3K3ZIb2ji0KgDQ4iKVDW7JuUXGGe9V vudr85k1Z5vPTlo2qc/MEGbcELp4U/ZNMjWDDNlzj40B4OoRG/a4Ze4tMj355kmzeGrXqZtn3mx3 UQDQN2LDHmOzxt5dfHfDiobLvsvyd+HEhfC3NAAgQRAbtplWPE2mJ9440fZuW9ZDWXaXAwARITZs YwYcOwp2HKg+YO5MAEDiIzZiJdOV6fA/Atu4oTF00TCDjAmuCZHvVvYQOGMtXvZdtqahW62ZHssA gMgRG7Eyu2y2TPdv2j+5cHLooiGDDOnHM2ZlRL5bd6o7cMZarEiusKahW62ZHssAgMjxvY1YGZs1 NvDrEUGLhgwORqWNGpM5JvLdBu1EtdhbGQAQOUYbdjpad3TigxPtrgIAFBht2MBb6t1bvldm7ll7 z9SiqXaXAwAKxIYNktOTZeqqcoVmRvhfNef6EgDbERs2kLTobZBBMABIcNzbAAAoMNqIgksXL9XM q/nKuOF2F4JE8affXra7BCBWiI3oGD361uud4+2uAonid8N/9de/dtpdBRATxEYUjBo1etGiynHj 5tpdCBLFgQNVhw9X2F0FEBPc2wAAKBAbAAAFYgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgA ACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBv28HpL5c/uKgBAjdgAACjw 3xK3R05OmY1Hv3zZV1GRvG5dl92nAcDAw2hjKDp//pjdJQAYqIiNIefs2eYXXphhdxUABiouUsXQ kSOew4e3tbQ0yLzLVTVhwuIRI1JkvrOz/dQpr2wqKKi3Gl++7Dtx4o0dOwqCGkeisXHDW2+VmFe5 3anW1Sc50H/9V41sysx0ZWevuuWWHFn5/PNTzNb1652BOzGvslbKorz8d7/bf+BAtdR58GB1Q8MK 2c/s2WVjx2bZfWoB2IbRRqx4vaWSAXl5W6X//eEPD0mf+84768ym+vrlssnEieW11wo/++wTaVxS cu748QZpI0ESyYEkMyZOfFBeOHHi0v37N1nrpdOXnYwcmSabJDNeeWWOjDMcV+LBzJjDBe5t1apW a14SqLY2T+o8c6Zp6tSixx/vGDUqTVLn449b7D67AGxDbMTQ3XcXmxGD+Xj+3nuVZn3gIMOQwYf0 zjJWkHl5yT33PCWLMviI5CgymBg2bLjMDB+eNH36Y0H7vPPOfJk344yjR18NfXnQmCYpKd2atwLm ppuyzf6nTSuWmaDAAzCkcJEqVqxnpeSjekvLzvCNjx7d7gjowW+44Q6ZHj68zXT64Uk4ybDggQdq x49fIHuw+np5ueOLV6L27i2/yie4TP5JUM2Yscae0wrAbsRGDMmn8gMHqidNWiaDAOmyw7S0BiKG fK53RPyhPjt79aVLvzM3Re67z2116OblPGULILq4SBUrR454amvz7rnnKRkx9HlzOzPT5fDfFQ9c KcOISA40ZkxmQUH9ww83SnsZBzQ2bgjcGov7EBEWBmBQIjZixXz8N3cF+iQjEpl2dJw2iyY/Jk58 MJLXrl/vlPZyoNzcLRIekhxmvctVJdPm5hqzt87O9p07V17lmzIhdNttC+N/PgEkCGIjVsxHcvPw 0pkzTdb6lpYG6cHNvDUzfvwCGXAcOFBpuvgTJ96Ql5v72JHYt8/t87XJzMiRN953n9usNDfY9+4t r6hIlmhxu1O//e0nzSYzuJGjm6GJKdVEglVqYMbIyMnhDzMJIXmteTmAoYnYiBXpo6V7ff75KdLn ylDAfPaXbjotbbr04KaNNTN8eFJe3tavfW2q6eJlzZw5z0V+rOnTHzt6dLu8UKbWvY0RI1JWrWq9 5561Dv/Io6TknPWU1OzZ3TfG9+/fNHlyoVXq5s0TJNKkVJl/4IHa73xnvbX/G264o7Y2T2pLTk5f sqTG7lMLwE7Ori5umV6tpKTrFy+uGzdurt2FRJ/JMO6rax04UHX4cMXp0yetNbt27Vr6wNILP79g d2lIIPP+ed60nGnPPaf4jJgIGG0AABSIDfQq9B4MAPC9jUQX9MtRQWJ6+SjwHgzXqQAYxEais7G/ JioAhOIiFQBAgdFGFFy6dPE///OnH3xwyu5CkChOnKjz+T62uwogJoiN6PjNb146fpwvNOBzXV1/ dTicV78fIAERG1GQPHr02rq6aXMH4fc20D+vV1XtqKiwuwogJri3AQBQIDYAAArEBgBAgdgAACgQ GwAABWIDAKBAbAAAFIgNAIACsQEAUCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABTiGhs+n6+p qam6ujovLy+S9l6v13nFypUrAze1tLTIGrNemsXzXQDAUBbX/0yT2+2WaXl5eYTtN27caM0vXLjQ mm9vb58wYYKZr/TbvXt3Tk5OPN8LAAxNcR1tlPlF2FjGEMuWLeu6wuVyWZt+/vOfNzY2ysqOjo7a 2lrHFwMmYb1YWip/UdzhxfZ2r8fzdGRDt4R9F1d/lCiWFMVTevHChdL+VtV+sd3j9eQ93Z8ySv2n I9ZHuZr9RF6htjHiI3H/o7Dbt2+XYcQnn3wya9aszMzMwE2TJk3Kzs6WmaSkpPz8/IKCgoaGBrvr tcFL69bVV1baXcWgkiCndN1L6yrrY15GtI4Sn2qROJzymT3eh3Q6ZRr+uM3NzVOmTLEWZUgh8RBm h1VVVUVFRXF+I5bR118f+t8S7/T5FiUnvx3j0zvbfzJjfZSB5SrPfFROqflviZ86edJas2vXrqUP LL3w8wsR7sE52/9/k7dj+y8braPEp1rh6/QlL0qOw4HiY94/z5uWM+25556zuxCdBH2SKisrS3Ll +PHj5hqUjCdaWlp6bGnWz58/3+6Sg7UeO2Z3CUMUZ34QO9bKP679EjQ2jMzMTBlkHDp0SOZramp6 bHPw4EG3252enm53sV9wsrn5kRkz7K5iKOLMD2LNJ5tnPMI/rv0SOjYMGXns3r27x+evfD7ftm3b 1qxZY3eNwZZfucI22+k0Fz2C7rUGLu5raJA2P1658lxbmyzK+sBFq33dhg2yXl5ysJcHjs1+rCOG f1WPm2Sl7MRU9Xp1tdkqHXHgq8K/C5kPLPtoU5O8EVkvx5LGEZ491VGCGoee+UiYcy47+SBkUBt6 omRqnWf5syoJPPl/vHSp8w9/CHrQXAbQHq/HNKp+vdqsbL/YvqFug6z5xve/IdO8p/O8B7/wL9Ww r0HWr/zxSmlprfR1+kJ35biKu9yqoxhmkxyr5YOWyA8UVGHgoqlB5tvOtfXYeMryz/9xTUna94ho Sdxb4oHGjx/f4/q6urqtW7faXV0P3u7qCrpE7l6+fF/AfXtrUTrlmS7XTxobzWfk+Q89lJOf/42Z M/MzMmRx9ZYtDn/PJe3nLFsme5M+a82cOVsPHbo1KyvooFn33rvS7Z42d67ZFOZVvW26PzXV7Eq6 +0VFRbOXLq164gnpiF85fvxm/1MJvb0LaS/vwtPaKmXfkJZmyjZ7lrcmi9IvWzvv87aB6ihBjUPP fJ9eLC31nT//ekfHiKQkqTNwU48nampOjtTwn2++uWHFisCjyB52bt261P8h5s2amo/a24Oe1Oj8 tPPXp39trstLB136YuljSx5b7l6em53rmunKGpd1tPWoa4Zrzpo5h7YeMi9pOtokm46/cnzC97qf ON+yeotZX/hMYdatWYG7KvtB9zOKsjfpfLX/c9UexeF/wOm873zH6x1JI5KkZ4/8WEEVWoumhlZP a0Z+RtoNaaaGoMZSSdxuoiCMATDaMNauXRu0xuv1zpo1KyUlxe7SIvKj+voeF00/PtH/YFh9ZaWZ SfVfc7Me6Xnf65WeMcf/UMBU/9dT9rz6atD+5TOv9FnzCgutOAnzqt42WZ2gKUO60bziYplpvNL9 9fYueix7h/+paLPJHEtSLZLeXHWUoMZaEgY15eXfXb1a3qwsTl+wIHBrbydKapBYlQyTyOn0+Uzj 5nffzV2+3MwveeSRoAO9/fbbf/7LnyUnzOJD8x9qPtnsfd8r3aL0vDIte7i7R25r7/6g/eqez/+l sid2v+XMm7sz23paSbppaR+0KzNf/6P+nA3tUWQ8VF5Tvvq7q6VyWVwwfUHkxwqq0Fo0NaSnpgfW 0L+3g1gbGLHx4YcfFhYWBq5paWkZM2aM9WBuU1NT0NfIB5Pd27Y5vngNpOaLl+xkyPJ/H31UPueO DgjRMK/qc4cWE0JbSkr6UbYMCILWNO/ZY/e5DLZn+3aZ3nzlf0gmPCI5hyK3qEgWL5w7ZxbPtLQE vTyQ+S2DlNGf/wNJLyl94rbd3fsvKCtwXHkYSbpja9ob86qgXUX9zIQ5yvY93SfNxIww4YGhI94X qXxXPprJTFLA/8fMF6OsLwNWV1ePHDlywYIF0qa5ufmjjz4yX9Qw2tvbS0pKgq4A1F/dp85EZi7C hPmc3nrsmLSRD85TA74qH+ZVfe4wKmSkImMCr8cjn9bNDZIfRPxlz7gJ/y2N8Ccq6957ZfrRmTOS OnLyg57ADiKfbEJXBl2BCdwU5tp9Py5D9UOYo/AtjSEurqMNp9OZnJxs5mXG2fsdy7FjxxYUFEgb iZNrr7028CviYvny5aHf77N+bmSw+qCl1xuP0i+vqapaM2dO4O3rPl8VZlMQc6lKS0YqP6qvP/+7 38nndOmdXzl+PPR+zIDQ24mSsYWc9hPvvy/zh95+O/y7M597Am84B4n8xrJrpiv8rqIiPkfBQBTX 2OgKYW0K+t0RyQnTQFYGfUXc4R9YhO4qtNmgIX2TTH9RU2Muo19sb/9xyBW5RUVFhWvXvlhaaj2w FOZVkezQMD3m9IAfBIucfFSXz+NL16yRT+urt2y5OSH/gcypONrTUCCSE/XN+fOb9+yRl0+ZPTv8 gWb4H3nY9Noms9h2rm1D3YaqNd37z83OlWnNL2pO/u6keZZJpmF25ZrhCt1V1M9MmKOYspuONvV3 3xjYBsa9jYFopn+EZB7fNDNmvZmxFq3+qMetZuZbixc7/FfVFyUnyyf3+1NTlz35ZOhOflBWJh94 3cuXm8XeXhV+k2EeKJL9SI8pb2TmldFe+Hdh3Rw265/OyzP7t/6kz43kMVzVUYIah5758L7p/6Lo T595xjxHaz2LbOKhzxOVmp5+Q1ramy+/PPWLv6T5x0uXzEy7VdXMmX837O/Ka8rNuXh227OF8woX f6t7/zubdjr89zPG/+/xlfWVqfenFuV+/pMH5sO+r9MXuCivkn+SoF0FNnBENkoIahz5UeZ/s/uk PfPTZ8yTstYTw+HTrseDWovm6EE1hL4dawwUi6REhIiNWDHX8V/btGme/2a+9fipmbEWF/mv2vW2 1cyMTknxtLYW+p8lk8+/Pzt3zjxNFLQT6fikg5PP+Gaxt1eF32Rk3HGH6fRT0tOfCviiZfh3sejK FUizfuuhQzO/eHWxvrLypXXr+jx1qqMENQ498+HJG5dTIV1/fkaGRMUtd94pNZfW1n5//fpITpTD fwUva9asoJVb/umfPt//laqSk5O/Ovyrawu7d1Usr8krTpG9j05p9bSalWbMIR/kz/3s3LQfTvv8 5fd3vzx5UXLgorxqa8nWoF0FNgicCffev9g48qOkp6ZL2Wk3pGXkZ0hU3HnLndKb15bWrv/+eu1B rUVz9KAaQt+OeQJYxkBWhiH+bPhNqsGnx9+kGqCi+CNXH7S0fHn48MB+VtZ8b8KEofALWlf/m1QY CvhNKuBvvB7PzZmZQZ/Nr09NLfX/yBiAgWtgfEsc8RF4n2D01X2Pcve2bX/85JNvzp9vJYcMNZr3 7Flk3w8VA4gKYgN/E3if4CovJT1VU7P/jTe2Pfus+WJE4dq1U2bPNpkR/qeionsJK57HSkDhf7gp Fj/REf8jIv6IDfxNFLvREUlJOfn58md+OSpGR4nnOxqI4t9NEwxDAfc2AAAKxAYAQIGLVFHQcfFi ybx5o1L7flIeQ8SlK79vGOjipYuTiybbXRoSyOETh6flTLO7CjViIzqmTBl/++2J9V8YhI1++cv/ OX/+k8A1t99++7/+67/aXRcSzl133WV3CWp83S8Krr9+dF3d2rlzB96nBsRIVdXrFRU7Tp48ZXch QPRxbwMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEA UCA2AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAECB2AAAKBAbAAAF YgMAoEBsAAAUiA0AgAKxAQBQIDYAAArEBgBAgdgAACgQGwAABWIDAKBAbAAAFIgNAIACsQEAUCA2 AAAKxAYAQIHYAAAoEBsAAAViAwCgQGwAABSIDQCAArEBAFAgNgAACsQGAEDh/wNA3W89cVMZcAAA AABJRU5ErkJggg== --b25dd929ad9f0b39a224f0039d7a999a5 Content-Type: image/png; name="bootgraph_2_6_34_umodified.png" Content-disposition: attachment; filename="bootgraph_2_6_34_umodified.png" Content-Transfer-Encoding: base64 iVBORw0KGgoAAAANSUhEUgAAAUcAAAP0CAIAAAC26mnOAAAAK3RFWHRDcmVhdGlvbiBUaW1lAE1v IDE3IEphbiAyMDExIDExOjI4OjA2ICswMTAwRYN07AAAAAd0SU1FB9sBEQodDJql+ucAAAAJcEhZ cwAACxIAAAsSAdLdfvwAAAAEZ0FNQQAAsY8L/GEFAAA7m0lEQVR42u3dD3BU9b338V2vevFB2QDe hBoNF8SkcNFEsBKsLSVQGcGEsVaHcCdtpxe4ydTOgwMzVZsMw4RqM08YuQ92iAk6aqYkN0h9mohU W9ZSvSR4hZKLl1zyQEmitSaisiqWR1vzfLM/Ofd4Ntmc3SR7dr95vyZzOH9+55zfHvazv9/5k6y/ v7/fB0CRi7yuAIBRRqoBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDak GtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2 pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW0u9roCSeeZZ575 5JNPvK4Fksvll19eVFTkdS3c8vf393tdh+Ti9/tlOCVrmtcVQbJ4r+dteVd89tlnXlfELdpqp0mT 01Y2lc9cOt/riiBZHK597ljVHq9rEQPOqwFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1I NaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFt SDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oB bUg1oA2pBrQh1cM71/f+643BhqIfj6sKBCuekJ+xKIyxdrHXFUgBv9305Gs1zeO5AkgttNXDW7Hj vnFYgYLK78tPfIXPh85t9i9OfJ1hkGqMvjMd3V5XYVwj1Rhlb7efenzhD7yuxbhGqmNwru/91q1N 0rfcW/aIvHfNTJk0P4NOCrPKkbrnZPWY+qWvNwalfEPRj9/tfMNeB+vKWWfLQVOZUE+vVd6atDYi hU2VTB1cvlL79bnIncq4tRdH4cfy1tgPhdf/aeMRV8ti8P4f/rRwwz03lHyzeU21vHfvPfH01Oxr Nvb+ojrjW1aZ9d2N26avsiYl0nPuXiRryanmwep/db+vYMUTfz4T+tHZ5yYEJkpmrPmya8mVL9wk Zhfe8k+tPzMNY+53l81dVXDNLf9g9m5OxWUjL2+plxpOTJ8s5aXOfzryf92cpVt7cUy+2XZcdmpe 46TMK82mHIU39b9kwiwjXv+PjVO01TG4On+ODCUht1WX+gZarVYzaS8TyMqwT764ccfFEy6VEQnn gh/e6XJHp4NHJI35931b1pLJWbcvsBYVN//EjEzLvdaq0ms1zWbE7N1+wfym0iJTQ1Pe5bV0ay+O yUH34igMz5HqeEgT7QsndtiSEippyaWxlbZa0uWy+Tq++4C1F1/4EyG+ehZUft80p9LGcj95/CDV Y0vaW+my7imurEq7Q3rjLtcaxbvT0jeWM96zXW+77ykg1XFeHT9ph4ctI+2tdFClqWx/6gXTtss5 dsJqKH0E+UCRc2/Tc8Y4QVsdD3MB/LrlC4Ytudm/WPreEirpCUu63HTaRWHtBl+42zzCekqkfRdO hjF+kGpXpBftC1/E8oVv5LxU8YTMMTN9Fxptc//JiuLeskfMyMHqfzU3ga64aupt1WVudnftsq/I 8OWHfm5WNPs127RuTcmHhamMmTQjjklTMfMZZP+MsF+yHtRQmzU7NcOhdmodLnMj0NP/t3GKVLsi vejv7N/atm2PtL2/3fTk9auX3Fn/oLX01gdWy/v40ZzvSFqkYZTxuxoqvrH5e2apnNAe331AVpSh y+53ICtjfXfjpMwrt01fJUlOnzvD2qZ1F01O1GVoTZoRx6Sp2GN5a6QrLhUzXQBJWuaC2dErMNRm zU7NcKidisXhp0cPbX/2hpJvev1fNx75+/v7va5DcglMmbyyqXzm0vleVwTJ4nDtc8eq9nSdOu11 RdyirQa0IdWANtzZ8kD0p6MT8KCl5xXAmCLVHvA8Np5XAGOKHjigDW2106effPLRmbMf9L3ndUWQ LM69G/r0L3/xuhYx4M6Wk9/v97oKSEYplBTaaqeLLroo/+4NV8/J97oiSBbHf/fMn9p/43UtYkCq nS6fFLj2K7fNnL/U64ogWXz8wZkPTx3yuhYx4GoZoA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFt SDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oB bUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOq AW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhD qgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1o Q6oBbUg1oA2pBrQh1YA2pBrQhlQD2sSf6lAo1NbWVldXV1RUNGxJ/2CCwaCjZE9Pj9mgLPX6yACp Kv5UV1dX7927d926dS0tLdFLdnR0DDp/7ty59snGxsbp06dfccUVjz76aH9/v9dHBkhVF8e9ZmVl pQy3bNkybMmurq6jR4/m5uZac/r6+rZv356enm7NqaiokE05igGIQ/ypdm/evHnZ2dn2OYcOHVqx YoU1Ka09kQZGSyKuljkiLZ5//vnZs2ebcTmXlhNp6c8TaWBUeHANvLOzU1rvQCBgJg8ePCjDG2+8 sa6uzu/3S8Ijr6IBcM+DVB85cuTmm2+2Jg8cOCDDqVOnrl279uzZs5mZmUuWLGlra/P6yACpyoNU S4ztne2amhoZmjnSgJeWlsrIU0895fWRAVJVolPd3t6+aNGiKAVMvE3UAcQh0al+9dVX5aTaPqe8 vNwXflLFPrOwsNDrIwOkqkSnWk6qHZfEzS2urq4uM2nivXr1aq+PDJCqRpRqq4F1tLQVYZHl29ra li9f7piZn58vzbWU7+vrk8mmpiZpqFetWuX1kQFSVfyp9vv9aWlpZlxG3Dy5vXfv3gULFkTOr6ys lMY5IyPDbKS+vt7rwwKkMD9PXDsEJk9ZWd40c/5SryuCZHH4udpje6q6Tp/yuiJu8ZuYgDakGtCG VAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQ hlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa 0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDak GtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2 pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWA NqQa0IZUA9qQakAbUj1S597vez3Y2PDjojjWDT5RIT9jvZex2E4i6+D+KMVaWKuLva5Ayvvtk5te a65Jlb0kprbJXwfd/P39/V7XIbkEJk9ZWd40c/5S96tsXuyX4aaXxvZIjtZeElPbJKnD+XOhqjvS Rrijw8/VHttT1XX6VMKOzwjRA4dmZ7o7vK6CB0g11Hr7VPvjP1jodS08QKrdkr7c68FG6TrKz5Hn 6s693xdZpvNgiyzd+0iZfaljRWt+3BeuYtqLYRbJvt59o9PlXuzVs/YY6u2xtmZNujw+cdQh8ihF 1krGrWo4Cj+2Js+MmFrFepxTF1fL3Hr2oZKchYVyhiZvnebqNSdaW+58sH7CxIBV4M3jbdm3FN77 9IlHv5Mjkyvu22GtmHFtrjm1kyQEn6go+H6ljMtG5H0ZazVi3YsvfFn4z6EzP3rurNRW3vQud2RV T1o82eM//azVtHu5y747t2DVNf9wy7ZV0x0ViHJ84qtD5FGyJs1xWN/YLdWYdGWmqYajsFQmGS4i JB5ttSunjwTl7ZLz1ZUyPnFy+tf+8UGZPHlon73M1XPyZTj1mmwZWtd45R0sJRfc+UMzKZHoPdVu xot/0hxHTWLdi9T85fot+d++zwRs1oLbXe7Iqt60a3Ot/coezUggI8tegejHJ+46RB4la3LQasR3 SPUh1a4cP7DbF36/mskrp8+W4bH9u4Zd0ZSxVpT34li886LsxdTcfAoIe+ciYccnMXWAhVS74ri/ at6XbvrPcfSx4xBlL4m5Mxz9+HB3OsFItStyCucLXxCyz7ypqNTlioNeWhv16o31Xsbi+GAskGpX rl+yWoZn3+4yk+btO2fR3cOumLNw4O1+6NntZjLU29PatHXUqxdlL4Uban3ha0seHp/E1AEWUu3K rAW3S3N0uLnGvF9PHtonDdGMeQU+WwtpRqz2ykzmfHWlrPhy/RZzc+WVXQ/f8M0SewGfuzY27r1c +5VlMnz55w+Z2z+njwTN/L2PlLnco9mXowKOySjHZyR1iLJfsyPHcYg8pFYvZiw+TJMWqXZFThSL Nu780nXzqu5IMzdLlqz7qVlU/a0M+4gUsE9OnJwuK36tpNwX7pHOLyq1Lik5Vowu7r0EMrLWN3ZP ujJz26rpkqL0GXPljX5XRcM3vrfZ5R7NvhwVcExGOT4jqUOU/ZpaOY5D5CFdHL69J70Y62NuPOA5 cKc4ngOHbjwHDsBjpBrQhidGk0X0B5XH4pnHxO8xOeugD6lOFol/BydDZpKhDvrQAwe0oa12+vST Tz46e+aD9zx7TgvJ5lzo3U//8hevaxED7mw5+f3j6Bdx4Zok5TOv6+AWbbXTRRddlL9hw9X5+V5X BMni+DPP/Ok3v/G6FjEg1U6XBwLX3nbbzKU8hYLPfXzmzIeHDnldixhwtQzQhlQD2pBqQBtSDWhD qgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1o Q6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1IN aEOqAW1INaBN/KkOhUJtbW11dXVFRUXDlvQPJhgMxropAMO6OO41q6urZbhly5ZhS3Z0dAw6f+7c ubFuCsCw4m+rK8PclOzq6jp69Gi/TW9vb3l5eXp6eqybAjCs+Ntq9+bNm5ednW2fc+jQoRUrVnj9 2gGdEnG1zBFp8fzzz8+ePdvr1w7o5ME18M7OTmm9A4GA168d0MmDVB85cuTmm2/2+oUDanmQ6gMH DuTm5nr9wgG1Ep3q9vb2RYsWef2qAc0SnepXX31VTqq9ftWAZolOtZxUR14SBzCKRpTqUCjkGDEq wiLLt7W1LV++PKZNAYhV/Kn2+/1paWlmXEZkcthV9u7du2DBglHZFIChxP9sWX9//1CLhnr8c6j5 UTYFIFb8JiagDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAb Ug1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpA G1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBq QBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQ akAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPa kGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD 2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZU A9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakekTO 9fW93tjYUFQUx7rBigr5Geu9jGQ77msYa2GMqYu9rkBq++2mTa/V1KTKXhJTW3jO39/f73Udkktg ypSVTU0zly51WX6z3y/DTWN8GEdrL4mprTgfClWlpSVgRwlwuLb2WFVV16lTXlfELXrgGBNnOjq8 rsL4Raox+t5ub3984UKvazF+kWq3zvX1tW7dKj3YhqKi08FgZIHOlhZZuresTEpaM6Uj+npjo8yX nyN1dfatxXcBLKa9GGaR7Ovdzs6YXq+9hvZJUwcZD/X0DFr4sbw8M2KqlLD/IxhcLXNF3rXNa9Zc v3q1nChKpJ9esuSfjx6dlptrFXizrS27sPDeEycezcmRyRU7dpj5z5aUZOTmmtNLiWKwoqKgslLG ZWuSjVirEetefOFL038+c+ZHZ89OCAQkeO735aihNWnqsL67e9v06ZMyM00dHIWlJgk7gUck2mpX JMnyrp27apWMzygokOHxZ56xF7g6P1+GU7OzZWhdZ5YUyVoLfvhDM5n73e/2treb8eLm5jiqEete pNovb9mSf999EmmZnHX77e735aihNWnqEMjKstchvpeDMUKqXTm2a5fvQn/StEKSFpdrTUxPN5OS h7F490fZy/Hdu30XPgWEyTbUowfuiulextqfjKOPHXfdBsXd6fGJtjoGMV1tEnL+6Qufk49prRKz F6QQUu1KYW2tDNvr68+HQr5whPaWlQ27Vk44b4e2bzeToZ6e1q1bR71uUfZiqv1mW5vXxw8JRapd yVm50hc+l65KS5Pz6uqMjFsfeMBnayHNiMm8NSlrSUMqa5mz8VcefviGkhJ7AZ+7NjbuvVy7bNlA tR96yNyCsm7IuflIcuzUmjR7d9Qh8uVYPYix+CBDdKTalYnp6eu7u79WXu4LN4Abe3vNRWCJtylg RiTz9klZq2jnTrPWTaWl80tLrWtajhWji3svUkmp9qTMzG3Tp0uS0+fOlbDd1dDwjc2bY92pNWn2 7qhD5MtZHL61Jj0I6yMGCcNz4E6xPgcO9XgOHIDHSDWgDferk0L0h6XH4rnLxO8RCUOqk0LiU0Ru FaMHDmhDW+306SeffHTmzAc8qoULzr377qd/+YvXtYgBd7ac/Pw+MCL5/f2ffeZ1JdyKv60OhUId HR3Hjh1raWlpdv2rSD09PS+88EJLWOQHSvSliXHpJZf+5Bs/uTXrVk/2jiS069iuZ7qeGfl2Eib+ troi/Gdit4R/IdHlRhobG4uLixsaGm655Zas8LNZ7pcmzJTAlKaVTUtn8hQKPld7uLbqWNWprpR5 CiX+troy/EjgFhe/ZmzIp4AUPnr0aK7tT4i4XArAvQRdA5cedZTQRl8KICaJSLWcLRcVFVVXVw8a 2uhLAcQqEak+ePCgDG+88ca6ujq/3y8ZDtr+Rmf0pQBilYhUHzhwQIZTp05du3bt2bNnMzMzlyxZ 0nbhV/mjLwUQq0Skuib817NMBzsQCJSWlsrIU0895WYpgFh58MSoCXDNEH8oL/pSAMNKRKrLw3+m I3Thb+IYheG/gDPsUgCxSkSqV6xYIcOuri4zaQK8evVqN0sBxGpEqbYaWEdLWxFmTebn50uDLHP6 wr8y0dTUJE3xqvD3YAy7NEn0netrfL2xqGGk3ws/KirCXwA/FoWhQ/yp9vv9aRf+JJ2MRP+liMrK Sml+MzIyTLH6+nr3S5PBpt9uKt5T3NKZiL/aD4wQv7PlNNRz4P7NA584/ZtS+3CFzofSqtJS/VUk WMo9B85fTRhfOs7wZfH6kepxpP3t9oWP82Xx+pHq+ElvtvH1RvM1mXVH6vrO9blZKiNyfm4uvMl8 WSrjkjeXO3Vct7NPymbN1npCPYMWznvs8y+LN7Xy+vhhrPAXjuJX8mxJYU6hnKNKeNY0r2k50VJ/ Z31gQiD60ozqz7/dou3NtrXz1t4z5577998veTtx74nsqdnD7nRgU7aLdtakbK0wu7B7fff0bdMz J2XuWLEjsrBURsfVAURHWx2n4OmgBGZlzsD3b6VPTH/waw/K5L6T+4ZdaiUq/+rw17tPCJTOH3hI 1uUF9ubi5kEnzdayAgN/baLmtZpBC2OcINVx2n184AvfJbFmcvaVs33hP4XjZqlD7rSBh2Q3vrjR 69cEJUh1nKz20DAdb6u9jb4UGFOkOk5yEusLXxKzzyy9qdTN0kFFXwq4R6rjtPr6gSfVu852mUkT 4Lvn3O1mqUPnu50yXH7dcq9fE5Qg1a7Y70uZkdtn3S4Ncs3hGpPYfSf3SWNbMKPAzVKj8fVGXzjw 9e31Utg077HWxJo0O7J6B46l1ojZi0xubeXL4tUi1a5Yt6OsETlV3lm0c96X5qVVpZnbRT9d8lOr fPSlxuwrZxc1FEmBrLSs+jvdPvruqIk1KduxhpFLrZHKxQN/GXb7oe0lN/Bl8WrxHLhTAv4eODeN UwvPgQPwGKlOtMhzXWB08cRootnPdSM74dEfz6bTDjdIdaJFTya5xcjRAwe0IdWANtzZcjJ/O+1S /6VeVwTJ4pP+T3yuv845GXBePYiVK+fk5V3ldS2QLH71q86Ojve9rkUMSLXT5MmT7r33lqVLr/O6 IkgWV101qarqsNe1iAHn1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpA G1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBq QBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQ akAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPa kGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD 2pBqQBtSPby+vo8aG48WFT2ZyI1UVLwgP2NRGOpd7HUFUsCmTb+uqWlLho0Abvj7+/u9rkNymTIl 0NR0z9Kl19ln+v0/kmF/f9VItjwqG3EjFDqflrYpATsaJ2prD1VVHT51qsvrirhFD1yhjo4+r6sA L5Fqbdrb31q48Gde1wJeItUx6Ov7aOvW30lHuqzsWQmPNbOlpcNcBpMRWVpX96q1SmPjUZkjSzs7 34lpR/ZLa/ZJswsZ7+k5O2jhvLx/MSNSzPT5Md5wtSwGf/jDexs2fL2kZN6aNc9IeE6c2Jid/Xcy LkmTpW1tPV//+oza2rt6et435SsqXjhz5uOzZzcHAhMkeO53ZG3TMSm7KCyc3d39wPTpD2dmBnbs uDOysJxOJ+wEHsmJtjoG+flZMkxPv7y6eoUv3GzKsLn5e2bpzJlTJL1r195cWblMJoPBk1u2BO+7 71aZKZO33/5l9zuytumYNBXIykqToXVF3VEYINXxkCZahhs37rXPlLTbJ3fvPmaVFCbbQAKQ6rHC 3Wl4hVTHr7Q03+sqAIMg1fEwF8CXL492qlxbe5cvfH3L68pi3CHVrhQWzvaFL4D5wneSKipelDlm pkwOusqyZdkyfOihoLkFZdYVZWXPDrs7a5tmxJoMhc5bw8il1ohVsa1bf+f1kYMHSLUrzc3f279/ 7bZtr/j9P9q06derV+fV168yizIyKs2I4zc3srLSursfyMwMTJ/+sCR57txpEraGhuLNm7857O6s bZoRazItbZM1jFxqjVRW3ibD7dv/raRkntdHDh7gOXCnQZ8Dx3jGc+AAPEaqAW14YtQD0R/P5klP jBCp9gC5xZiiBw5owzVwJ7/fv3hx5s03Z3hdESSLZ5/9wxtvnP/44z97XRG3SLXTRRf5L7rIN+GS S7yuCJLFnz/5VIZ//WvKJIXzaqe0KyY1rbxn6UzuV+NztYcPVR077HUtYsB5NaANqQa0IdWANqQa 0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YlWEXxBftyU7Dv3UePrR4sanvS6yqP5omItjDjwHHjy 2vTbX9e85vyqgM5336lvP7Ll5aCMl3+toCR3XvbUv7MvfaTtFVmr9Kb8u+dcXzBjlmP14OmTS56u M+NSZseKOx1Lt7W9IiNr5y8ozJ7t9QFAnEh1olUWLHNZUiLnSHX722/lPfYvDXcV928a+LsL0pLn PFrd+k8/yL964Pu3pG2XSVNSVpSf/d9Z6wi2Ca2x/Lov/D3zls6OusOHdhZ9+2//5uL79+8798n/ WzU3b9RfVGTh0PnzaVWbzCvCqCDVqaTipRdlaIVNRor3NDz0crC5+Hsy+csTx03CJSf7Tv6XLJIM 21MtTfHq6/NMYQdZRbr6sih94sC3hX03d/7Cx392yzV/nxVIG+sX1XGmz+vjqg3n1amnJ/T5N1dL FGW46O9nmsnr06eZRjswYYJJvjS/9hV3Hz8mUa878qp01B3b/F3PaRnmZnzJTF51xSQZHnyja6xf i/Q+5OPDw4OpEql2a2vr7/ybfySRkI6ujFjzZdIskrZOGkNrpiTKXOiSEbOib4gLYGaOlLG2P1Qd 1uffKsN7n/8/pkzT8f+QU+sNC79ulppI29UW3mWNS35Mf35dyx7pqMtO7SVffXPgm4MCf/v5F3ea Jvo/+3rdHBnHi7JPmtcu49YnkaOwnFCYEfPyE//fqhI9cFckt3fPuUHyI81j9cED1nx5j65pfka6 tXJaaC5EHf3n/5k77SqZadrJtjd7vp41Q9LVc3bgq+qt+ZaK4AtbXg72bqyQrq85bT7ypz86LmJZ pDstfWxp3GQ7knDZ5lAntKY1XnZttjVHaiWVlPmyfWmx5WfelzKtK23m8ps08vaNyEw3J8yOF2V/ 7YXZs7vXPzB928OZkwLmRTkKS5VMmDmvHkW01a5sfHHvhIsHPgHlff/DBV+15kuS5T1qurvmDPaZ 4wNfW22du86cPEVWWTvvZhOPQc9pS2/KN2ezEjxf+EJXlJpIg9xwV3Fhzhz5BFkx9GVqiW71bSsi z4olxlJb+eiR8fr2I6NycBwvypo0fQdTB+tFDXoEMLpoq12R4GVUV0qcbp/1ZUmg1bDsOjbQj7V3 HR3tm4lrFFZhadn2frEZH5R0Xyde+reSzCsuvVQabemBRzan0qGQikXJj3x87P/OWvlciOnaNVIF qXblvvxb//hBSHqtMi5toHUqazqTI+w9mltK0o2XXoDpCUcpKXU4+6PNvvAF8D9++IF0IrLSJktf wF5Mzrd3Fn07+k5nTbnSPimfDpG7lpkJPMYYNfTAXZGOqzR9ck4rjbYESU6z7UsjLym7Zy4dPfi1 AknpsA27hN9nO/tdc+NAmNe17LGXkZOCRdNnDLsp3xdD+w/pA38p2bqmZUbMTKQcUu2K9LGlWysn ijtW3CnZlmCb+eYis5ygmptMfec+Kts7/NdT25n2P/LydRRmX74L8ZYPGmuRfL5Mvex/WNfApFc/ VH3e+vCDktz//h5cc1Hg5HtnrKXWTKQcUu1W9cEDpgW76opJ0gk3M1fmzPGFz6XTqjZJ8uXc+4Fb F/vC8R50I9Z8a8Rksv3tt3zhEFolpbMdWfjBcOu68/evmklzd6p0/gKrmHzc5D32L+YukfzIibf1 AFndkVelvPlEkN298/E5+6Om0rZLZ2Rb2ytSQLZjnmxx0+BHvihr0uzL+gxyLLVGzKOp5gahx//H WpBqt+Skd/fx/5CoyNA6r5b3fff6B0xXVtrt3o0V5pKvxNsUcNyatuZbI/IpIG9riaJETlps0/jL +3tB5jWRhaXAiXs3nv3zn01o/7OvVybNlXPfYLfNRM7Uz8+fp11+hfQL5NOnIvjCZZdcEvmYt8xZ O3+BFDC3zdw/B+6opzUpm7KGkUutkcrFt8lw+6F/K7lhnss9Ijq+u8NpSiDAX/mHnfkr/6e6uryu iFvxt9WhUKitra2urq6oqMj9Wj09PWYVv99vzezs7CwrK5M5MgwGg+63BiBS/Kmurq7eu3fvunXr WlpaXK7S2Ng4ffr0K6644tFHH7X6CH19fTk5OTU1NTIuwyVLlhBsYCTiv19dWTlwXrRlyxaX5Ssq KqTw0aNHc3Nz7fN/+ctftra25ufnS+O/b9++4uLibdu2FRRwpzRZRH88myc9k9BIz6tNR3rYjUh7 Lr3uyEgL6cZLpGPd4NjhvBoO4+i82j05l5ZIS489MtLCHmmjtrbW68MCpLBEPDF68OBBGd544411 dXVyHl5YWLh+/fpB+9idnZ0yXLbMy4eT3//gg5//e9vpN97wsA5IKk0n/+vd0Hte1yIGiUj1gQMD v7o4depUSfI999xz//33L1myxJxLO0oeOXJEmvSsrBgetBoLT/7X6/Un/tPbOiB5/LW/3+/zj3w7 CZOI82pHmfb29ry8vNLS0h07dtiLhUKhkpKS5uZmb49IYEpgZdPKmUtnelsNJI/DtYePVR3rOtXl dUXc8uDZMnN2bW5l2TU1Ne3cudPrAwKkvESkury83Bduiu0z5ezaPhkMBhctWpSenu71AQFSXiJS vWLFwO9CdF24MWDivXr1aqtAZ2ennHVnZ3/+53ja2trKysq8PjJAqhpRqq3m19EOV4RZk/n5+dJc y5y+voG/ESs9bWmoV61aZZbKzI0bN8qZtv+ChQsXLl++3OsjA6Sq+FMt8UtL+/zPYsmI/bnuSJWV ldI4Z2RkmGL19fXWojVr1kQ+c5qTk+P1kQFSFb+z5cQ1cDhwDRyAx0g1oA2pBrQh1YA2pBrQhlQD 2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZU A9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCG VCeXYEVQfsaiMMYPUg1oc7HXFdDgfOh8VVrVpv5NI99UQWVB3IVHsRpIabTVo+BMxxmvq5BE1YDn SPVIvd3+9uMLH/e6FslSDSQDUj28c33nOls6G4oaZPxI3ZHN/s0yLikySx/Le8yMyHz7T+vWVjNf RsycUE9o2B293vi62ZFjUipg9mttxFHYUQ2vjxm8xHn18Kozqs3Im21vzls7b849c/bfv19SdO+J e6dmT5XzWJMic0J7Onj66SVP31R608INC81aMtJ1oKtoZ9HE9InRd9S8plnSGzkp+80uzF7fvX7b 9G2TMiet2LEisrCjGhjPaKuHZ+Xk6vyrZTghMGF+6XxfuP2MLDyjYMZt1be9VvOa1ahKq3796uuH jbQobi4edNLsN5AVkKFsedDCgIVUx2Na7jQZvrjxxUGXzlg6Q4anXjhlJk//5vQ1t1zjdZUxjpDq 0SeZlx54y7qW86Hz8vPeyfdMMwskBqmOn0R3qEWmi35y38me3/XkfjfX65pifCHV8Xi3810ZXrf8 uqEKmOZ6T/Gew3WHzVkxkDCkOgavN77uCz/C1V7fnl2YLT9mvhk513fOupslTBOdU5jjfvuyBfuI NSl7tIaRS62RQauBcYhUx+DK2Vc2FDVUpVWlZaXdWX+nNX9x5WIZHtp+6IaSG6yZ0kRLzKYvmu5+ +9YtNDNiTcoerWHkUmtk0GpgHPL39/d7XYfkEpgSWNm0cubSmfaZcdwKlqZ1//37zb1lpLTDtYeP VR3rOtXldUXcoq0eK8ebjs+5e47XtcB4RKqHF3kGG0WwImie2Tzbc3ZGwQyv647xiCdGh2c/gx22 Ey6n3DIsrC2ct3aeY1H0x7N50hOjhVQPL6a8SZgj8xzHdoC40QMHtCHVgDbc2XLy+/0D/1zi97oi SBqf9vv8vv7PUiYpnFcP4stfXjltWp7XtUCyOHnyV6FQh9e1iAGpdpo0afJXvnLvzJlLva4IksXl l1917FiV17WIAefVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1o Q6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1IN aEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtS DWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakAb Ug1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpA G1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQakCb+FMdCoXa2trq6uqKiorclA8Gg/4LysrK7Nvx D0bKe31wgJR0cdxrVldXy3DLli0uy2/bts0aX758uTXe0dExaPm5c+d6fXCAlBR/W10Z5rKwNLyr V6/uv6CwsNBa1NXVdfTo0X6b3t7e8vLy9PR0rw8OkJLib6tjsnv37pqamg8//HDRokXZ2dn2RfPm zXPMOXTo0IoVK7w+MkCqSsTVsvb2dom0jKxbty4nJ6exsdG+1BFp8fzzz8+ePdvrIwOkqkSkOjc3 V/rVJ06caGhokMni4uLOzs6hCssiab0DgYDXRwZIVYm7syVt8qpVq+QUWsbr6+uHKnbkyJGbb77Z 68MCpLBE36+Wdnv//v1RrpwfOHBAynh8VIBU5sFTKLNmzRpqkZyBL1q0yMvjAaQ+b54tKy8vH3T+ q6++KifVXh4PIPV5kOq33nqrpKRk0EVyUh15SRxATEaU6lAo5BgxKsKsybq6usbGRlNG+tjvvPPO oNFta2uzP3MGID7xp9rv96elpZlxGZHJoUpOmzatuLhYykjUL7vsMvuDZXZ79+5dsGCB1wcESHn+ /v5+r+uQXAKBKStXNs2cudTriiBZHD5ce+xYVVfXKa8r4ha/iQloQ6oBbUg1oA2pBrQh1YA2pBrQ hlQD2pBqQBtSDWhDqgFtSDWgDan2WDBYIT9jURjjFqkGtCHVrpw/H9q82T/U5EgUFFTKT3yFR7Ea 0IRUu3LmTEeUySSpFWCQ6uG9/Xb7448vHGoySWoFWBL0jTwp7bHH8syIo7vrmLzttuqFCzfISGvr 1hdf3Cgj69d3BwJZUbZ87lzf6dPBY8d2FRc3OyY7O1saGoqyswuXL3/UbMRR2FGrTZv46xf4HKke ngTGkRz7pCTt6aeX3HRTqYm0kJGurgNFRTsnThzmCwCbm9dIeiMn33yzTfIsHwrbtk2fNClzxYod kYUjawUY9MBHasaMAmmlX3utJhTqMXOkb3z99auHjbRv4MuJmgedvPrqfN/A31oaaKJly4MWBoZC qkfBjBkDf+Ts1KkXzOTp07+55ppbvK4Uxi9SPQqmTcuVHnhLy7rz50Py8957J6OfTgNjilSPjvnz S2V48uS+np7f5eZ+1+vqYFwj1aPDNNd79hQfPlxnzooBr5BqV7KzB76Z4Ny5vtbWrZGThmmic3IK 3W9WtmAfsSalG28NI5daI4NWAyDVrixePPCc5qFD22+4oSRy0pAmWmI2fXoM3+lZXZ1hH7Emq6rS rGHkUmtk0GoAfHeHU9zf3SFN6/7995t7y9CE7+4Yv44fb5oz526vawHwbNmIBYMVL7+8RUa+9rXy efPWel0dgFSPWFrawK3pwsLayEhH/zVJnvTEGCHVIyVhHqqJJrfwBOfVgDa01U4ffPD+v//7z994 47TXFUGyOHmyKRR61+taxIA7W05+vz88/BuvK4Jk0d//13BSPvO6Im7RVjulTZ5c3tQ0f2nM96uh 1XO1tXuqqryuRQw4rwa0IdWANqQa0IZUA9qQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBq QBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVAPakGpAG1INaEOqAW1INaANqQa0IdWANqQa0IZUA9qQ akAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDakGtCHVgDakGtCGVI+C Jyoq5MfrWgCfI9WANhd7XQENvl9Z6eHez4VCd6SlvdTf7/VhQLKgrU553R0dXlcByYVUp7ZT7e0/ WLjQ61oguZBqt4KNjT8uKlrs98vPc3V17/f1mfkyYhbZC0uvWGZGFnajaetWay0ZsebLpFkk+zoS DJqZa/LyzIjZl/XjmGlWP9jSYuopGzfbkQ8Fr48rRh+pduWJiorK4uKNO3fK6evOo0e3rlv35KZN ZlH1mjWySAJjL/9QScnHH34ohX/R29va0iJlJOdudiS5XXT33bLi4nvueXb7dmu+ZFI2cmVmpiy6 a/36DUuWmEBap9MyYnZn31pjd7c1/q2MDImx1PN4W9sda9c+d/asbE0+FN7o7PT66GKUkWq3ikpL J6eny8i1ubkybK6pMfN/0tzsKCkNqYTnqytXyris8o8PPiiTh/btc7OXHRs3XjphgoxMDATu/OEP rfm/D2+zYNUqGZ9XUCDDA888E7m6qaElIyvLGrfyPyc/32xfXpGMtH7x8wgKkGpXvl9Zed+OHTIi Dd2wt6YP7N7tswVs+uzZMty/a5ebHUnSpFGV3ru07bIFK4pmdXuPun7LlhG+KPPxJJ8jnh1WjA1S 7ZY5KX27q8vehA7KasYNaRXN6m728u377rulsFC69HekpUlv3L5334VutvXj9SFBkiLVrpjrYdKX lj6wo5cbSWLpC18ws8803d1hXZOdLV36n7W2SnlpRe3BFmNxDuyyYkghpNoVaTx9F85Ih7Vk9WoZ SqtuJk28F919t5t1pXct5WVH0uGXbFvd4w21tTL8dX292dr7fX2PlJWN8EWZz4gFy5cn/nhiTJFq V0yDZi47y6m1NV86xvZbXGZkwe23S3Mt/XCTwEP79snq5hKXG/9aXd3b0yMjU6+6qqy62sw0197k XFp65pJ8Ofde/cADZpHpGpj7XlZVTWKtqto/AqTf4Qt/1shnhKxrVocmpNoViZC8+9fk5UkkpCE1 LaekaPaCBRIwU8YakRPpjTt3XjdvnkmgzFn305+635ectx/YvVtWlOE9GzaYmdLtb+zuLikv94Xb 7V/09lrXt83zqs9u3/7NkhKrqt/JyZFPHKmqjFc0NHxv82Zr+9Nnz5azCalbelbWg/X1Xh9ajD5/ PxddvmjylCnlTU3zly71uiKjz3zEcJktVs/V1u6pqjp96pTXFXGLthrQhlSPF5Hn/9CK38RMKPtz 3ZHGtG9sP/+nE64bqU4oD+NEkscPeuCANqQa0IY7W07+8Knv31xyidcVQbL466efyrvis88+87oi bnFePYiVX12ZNyvP61ogWfzq1V91vJlKf0aKVDtNTpt87533Lp2v8CkUxOeqK6+q2lPldS1iwHk1 oA2pBrQh1YA2pBrQhlQD2pBqQBtSDWhDqgFtSDWgDamOU0X4q+hHcYN97/c1BhuLflw08k15+CpG vpdRrNIoHtL33n+vYrhvd0gePDGaLDY9uammuWbk24Fl3B5SfmfLacrkKU3lTY7nwEPnQml3pPW/ NLbHyr944NfFxnovqWWER35UDmntc7VVe6pOneavEerS0Z1Kv7KjCUc+DqR6eO2n2hf+gG9+9wBH Pj6kenh5az7/XWvzhZS+iMsw9smWgy1SpuyRsp7ege/fkPn2Sav81qatMl9WCR4JDrpTsx1rj9HX GnSRzJSNmFrVPVdnlkpO7GtFfxUybq922/E2eSEyX/YlhV0evZj24igceeTdMMdcNtL5hvNrySIP lAyt4yw/Vk3sB/+Djz/46NxHRUVfuOoWCoUaGxv9YXV1dV/YS1/f1q1bZb6sEgwGfYnXjy+anDb5 19W//sJ3T144K7MmC28ptM+xJo/uPCqTrT9rlfHSolIZkcnuxm4zaQr3/qJXyjdUNMj4/q37rbUc ezn73NnqsmprUZS1hlpk/RebasgGpQ4yeeLpE9FfxaDVNls2i2Rf//3++eKBivyJaS+OwpFHftif 8pJy2Zq8WHs9ox8oqUPthlrHXszxN+M3zLwhMiyFhYXl5eVmvLS01Brv7e2VRQ0NDTK+f394L0eP Jvg9TKqd3KQ6co77SfNWsy+SN6KjmLzP5C0l70KrWJS13GzQ/MibWCatN2tM1TZ5sy+ybyf6T9zH KtZUm6xaH1uSTJdH3rxAmTQfB/LT/JNma/yxDY85Ui2hlUkJsJlsbW2VJNsXWSUH9nIh8AlDDzzR du0f+H55ewdvS/0Xvl9eOsn3/u97N9yzIX1yupu1ht2gJffaga+h37gjnq+hz7wy0zHnQPsBr4+l 0+4Du2WYfU22mQxMDNiXRj9Qa1eslcne93rNZOebnY7Vv7CpXQObSr/wncf5+fnNzc32Rf4LBvay ZYsvsbhfnWhyMumLeq+lo7tDysj5XsG8AjdrDbvBUSHd2prmGjllXVWwypycV36/0psjOLTod6ej H6iv535dhm++86Z8KMjBj/4nrlpaWqIv6vf0hjFttTciL+RYJDZymrdkwxL7la1h14qyyMGcXcdK 2nnplP7xzB+llZPwSC/XtPwpZ6gDJS2zHPbfn/y9jL909KXor64w/PXAfUN/t1Fnp9v/jrFAqhPN XJip/3V96NzAt1v3vd9X9ojz++XX3rFWzvEqnqiwLjVHWcvNBg3zhl6+IJ6voZeGTlozOS+Qtm7H fTusXm5SMYei7XhblKVRDtSyryyT0wpZfXHe4ug7Mqnevn27mezp6dka/vLwgb2EvwW5vr4+FP72 ckl+WVmZL7FItSvmWpG5L2JGzHwzYk1ab5dBl5qRlV8d+H55OYVLuyNN2r2Mb2U8sPqByI1I/1aa izXVa8zkUGtFX2RIt9lsVt7QheHvobfXZ6hXYYbW/KIfF5ntWz8SCTf3t2Lai6Nw5JGPTmIpw4d+ /pC5QWXd5DPpHfZAZWVkZV6Z+dQLT9nPfXzhO1uf1+pC47xy5UoJtpwwm5Pnhx9+uCT85eFmkS98 Lp2WliaLMjIyHnjgAV+CJfjqXPIb9Bq4uXos7ae5Lv2FAxjjpLnELZvyhVsP60K3o5i55TPsWtEX mdWl8iYbstS6rhtrta2N2Fl3pIa9AB73sXIc+WF/5FCYUwwZWreyrHWjHENrd+bW15Av4YLe3t7y 8oFNlZaWOu5ddXd3m0XSblvXyROJ58CdBn0OPEWN4oPl0nufcOkEac3sc3K+kzPWV+mSAc+BQyHp w8uJtD3SImNKhv1xFCQP7mypZT9Htd/6jsOu/bs+/PhDOWu1gi0N9YH2A2vvWOv1q8QgSLVaGd/K sEZG2E+uf7B+36F9D+962NwQllPTxXmLTaSjP549uv3zRO4rpZFqtUbxXR6YGFhVsEp+dty3Y+z2 kshXpBvn1YA2pBrQhjtbTuaJ/IxJGV5XBMmi94OBX/lIoaRwXj2IvLxZX/5y1si3Ax1eeeWzM2c+ 9LoWMSDVTpMnp/2v/1W6dOl8ryuCZFFb+1xV1R6vaxEDzqsBbUg1oA2pBrQh1YA2pBrQhlQD2pBq QBtSDWhDqgFtSDWgDakGtIk/1aFQqK2tra6uzvFdgUMJBoPW15Q4/kJyZ2enzDHzvfkOQUCR+H+7 o7q62hfLdwht27bNGl++/L//0HxfX19OTo4Zrwnbv39/QUGBy80CcIi/ra4Mc1lYWuDVq1dbf6/Y fPWB8ctf/rK1tVVmnj171nyfoD3/AGKVoPPq3bt3FxcXS3c98vuHrr/++vz8fBkJBAKrVq3yRf1q MgDDSkSq29vbpV8tI+vWrZPOdmNjo32pibSd+aYiAPFJRKpzc3Olg33ixAnTwZZGe6hvDDTzly1b 5vVhAVJY4u5sZWdnSwf76NGBr02qr68ftMyRI0eqq6uzsvjrQkD8En2/Wtrt/fv3D3rlPBQK7dq1 a8OGDV4fEyC1efAUyqxZswad39TUtHPnTo+PB5D6vHm2zHwPqF0wGFy0aFF6+oi+DgqAz5NUv/XW W9ZXeBudnZ1Tp06VE28z2dbW5nj4DIB7I0q1nAk7RoyKMGuyrq6usbHRlGlvb3/nnXesAPvCz5Zt 3LgxLy/Pep504cKF9ofPAMQk/lRL/NLS0sy4jJivvBjUtGnTiouLpYxE/bLLLrM/WCbWrFkT+diJ 9QwpgFjF/xx4lC8ocTxJKjGOUri5udnrgwCowm9iAtqQakAbUg1oQ6oBbUg1oA2pBrQh1YA2pBrQ hlQD2pBqQBtSDWhDqgFt/j8D3iqWfJ3izgAAAABJRU5ErkJggg== --b25dd929ad9f0b39a224f0039d7a999a5--