MESSAGE
DATE | 2016-11-04 |
FROM | Christopher League
|
SUBJECT | Subject: [Learn] Fitch/Sankoff
|
From learn-bounces-at-nylxs.com Fri Nov 4 19:03:15 2016 Return-Path: X-Original-To: archive-at-mrbrklyn.com Delivered-To: archive-at-mrbrklyn.com Received: from www.mrbrklyn.com (www.mrbrklyn.com [96.57.23.82]) by mrbrklyn.com (Postfix) with ESMTP id 78F75161312; Fri, 4 Nov 2016 19:03:14 -0400 (EDT) X-Original-To: learn-at-nylxs.com Delivered-To: learn-at-nylxs.com Received: from liucs.net (contrapunctus.net [174.136.110.10]) by mrbrklyn.com (Postfix) with ESMTP id 55703160E77 for ; Fri, 4 Nov 2016 13:44:41 -0400 (EDT) Received: from localhost (static-100-38-172-234.nycmny.fios.verizon.net [100.38.172.234]) by liucs.net (Postfix) with ESMTPSA id 0B850E097 for ; Fri, 4 Nov 2016 13:44:37 -0400 (EDT) From: Christopher League To: learn-at-nylxs.com In-Reply-To: <1038aae4-3618-884b-d13b-a58ebca89437-at-panix.com> References: <20161102182751.GA10998-at-www.mrbrklyn.com> <87k2cl7184.fsf-at-contrapunctus.net> <2ab889a4-74bd-7670-b872-04bb8af301ce-at-panix.com> <1038aae4-3618-884b-d13b-a58ebca89437-at-panix.com> User-Agent: Notmuch/0.21 (http://notmuchmail.org) Emacs/25.1.1 (x86_64-unknown-linux-gnu) Date: Fri, 04 Nov 2016 13:44:31 -0400 Message-ID: <87mvhf87i8.fsf-at-contrapunctus.net> MIME-Version: 1.0 Content-Type: multipart/mixed; boundary="=-=-=" X-Mailman-Approved-At: Fri, 04 Nov 2016 19:03:11 -0400 Subject: [Learn] Fitch/Sankoff X-BeenThere: learn-at-nylxs.com X-Mailman-Version: 2.1.17 Precedence: list List-Id: List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Errors-To: learn-bounces-at-nylxs.com Sender: "Learn"
--=-=-= Content-Type: multipart/alternative; boundary="==-=-="
--==-=-= Content-Type: text/plain
Attached is a sample output image from my Sankoff implementation in Haskell. Set up a public git repo here:
CL
--==-=-= Content-Type: text/html; charset=utf-8
Attached is a sample output image from my Sankoff implementation in Haskell. Set up a public git repo here: https://git.liucs.net/league/phylogeny
CL
--==-=-=--
--=-=-= Content-Type: image/png Content-Disposition: inline; filename=sankoff-ex1.png Content-Transfer-Encoding: base64
iVBORw0KGgoAAAANSUhEUgAABCIAAAFbCAYAAAAAxC/9AAAABmJLR0QA/wD/AP+gvaeTAAAgAElE QVR4nOzdd1xT1/8/8FcAGQoIKiA4qLhBrAPFgeIARetCbMW6d7VWP9bZiq3WaqutdaDWXfeoq4qi 1oEMFQU3oCKCioIMZSoQSO7vj37JT+qog+QEeD0fjzwkMbnnlWOO5L7vuefKJEmSQERERERERESk ATqiAxARERERERFR2cFCBBERERERERFpDAsRRERERERERKQxeqIDEBUXhUKBpKQkJCUlIT09HQqF AllZWSgoKED58uVhYGAAIyMjmJmZwdraGpUqVRIdmYiIqEyRJAnp6enIzMxEVlYW8vLyVL+rC2Vm ZkKhUKjuGxkZwdDQUHW/8He6iYmJ6mZsbKzR90FERB+GhQgqcXJychAWFobr168jIiICkZGRuHv3 LpKTk4t8cfkvhoaGqF69OurXr49GjRrBwcEBzZo1g729PWQymRrfARERUemRmZmJ2NhYxMfHIyUl BQkJCUhJSUFSUhISExORkpKC9PR0ZGVlITs7Wy0ZZDIZzMzMYGpqCjMzM9jY2MDCwgJWVlaoWrUq LC0tYW1tDVtbW9SsWRP6+vpqyUFERG9HxqtmkLZTKpW4cOEC/P39cebMGYSFhSEvLw+VKlVSFRDq 168Pa2tr2NjYwMrKCpUqVYKOjg5MTEygp6eH58+fIy8vD7m5uXj69CkSEhKQmJiI+Ph4REVFITIy Ejdv3oRcLoeFhQXatWuHjh07olevXqhZs6boLiAiIhIqMzMTUVFRiIiIQExMDGJjYxEXF4e4uDg8 efJE9TxjY2NYW1vD0tISlpaWqoKAmZmZavaCubm56mdDQ0PVDIdCFSpUKFIoyM7ORn5+vup+4QyK wlkVhbeMjAxkZmYiLS1NVQx5/PgxHj9+jJSUFMjlcgCArq4uqlWrBjs7O9SqVQu1atVCgwYN4ODg gLp166JcuXIa6FEiorKNhQjSWmfPnsX27dtx8OBBJCQkoHbt2ujQoQNcXV3h6upa7AWCgoICXL16 FUFBQQgMDERgYCAyMzPRvHlzeHl5YciQIbCxsSnWNomIiLTNnTt3cOHCBVy7dg0RERGIiorCgwcP APxTJKhbt65qB/7FnXlbW1uUL19ecPrXS0lJwb1791QFlMJbYVFFoVBAX18f9evXh729PRo1aoTm zZvD2dmZp3MSERUzFiJIq2RnZ2PLli1YvXo1bty4gcaNG8PLywuenp5wdHTUaBa5XI7Tp0/jwIED 2L9/P9LT09GzZ0+MGzcO7u7uGs1CRESkDtnZ2QgJCcGFCxdw8eJFXLhwAU+ePIG+vj4cHBxeutWq VatUnr6Ym5uLmzdvqmZ9REZGIiIiAnFxcQCAevXqwdnZGS1btkSbNm3QpEkT6OhwzXciovfFQgRp hezsbGzYsAE///yzaod/zJgxcHNzEx0NwD9FiYMHD2Lt2rU4deoUHB0d4ePjg379+pXKL2RERFQ6 KRQKXL16FSdPnsTJkycRHByMvLw8WFtbo3nz5nBxcUHbtm3RvHlzGBkZiY4rXEZGBsLCwhASEoJL ly4hNDQUqampMDExgbOzM9zc3ODm5obmzZuLjkpEVKKwEEFCKZVKrFmzBrNnz0Z+fj4mTpyIyZMn a/UUyMuXL2Pu3Lnw8/NDixYtsGLFCrRo0UJ0LCIiolfKyMiAn58f9u/fjxMnTiA7Oxu2trbo3Lkz 3Nzc0KlTJ1hZWYmOWSJIkoSIiAicPHkSp06dQmBgoKo/e/fujb59+8LFxQW6urqioxIRaTUWIkiY y5cv44svvsDVq1cxadIkfPPNN1pdgPi3K1eu4Ouvv0ZQUBDGjBmDn376CWZmZqJjERERIT09Hfv2 7cO+fftw6tQpAEDHjh3Rp08fuLm5oU6dOoITlg75+fm4cOECjh8/jgMHDiAyMhKWlpbo06cP+vXr h86dO/MUDiKiV2AhgjROkiT88ssv8PHxQevWrbFq1So4ODiIjvVeJEnC9u3bMW3aNBgYGGDHjh1o 06aN6FhERFRGXbp0CWvXrsX27duhUCjg5uaGnj17wtPTExYWFqLjlXpxcXE4dOgQ9uzZg3PnzsHa 2hqDBw/GmDFjYGdnJzoeEZHWYCGCNCotLQ3e3t4ICAjA/PnzMXXq1FKxxkJqaiqGDRuG48ePY8GC BZg2bZroSEREVEZkZWVhzZo1WLNmDWJiYtCiRQuMHDkSAwYMgKmpqeh4Zdbt27exceNGbNmyBcnJ yejcuTMmTZqE7t27l4rvPkREH4KFCNKY+Ph4dOvWDZmZmdi3b1+pW1dBkiQsWbIE06dPx5gxY+Dr 68tzRImISG1SU1OxfPlyrFixAgUFBRg+fDhGjRql8atM0Zvl5+fD398fa9aswbFjx9C4cWPMnDkT n376Kb8nEFGZxUIEaURMTAw6duwIc3NzHD16FNWqVRMdSW3++usvfP755/jkk0+wc+dO6OnpiY5E RESlSFZWFubPn48VK1bAyMgIEydOxIQJE2Bubi46Gv2Ha9eu4eeff8aePXtQq1YtLFiwAJ9++qno WEREGsdCBKldYmIiXFxcUKVKFRw/frxMLOgYHBwMDw8PeHt7Y/369ZyCSUREH0ySJGzZsgXffPMN 8vLy4OPjgzFjxqBChQqio9E7iomJwbx587B161a4urpi2bJlaNy4sehYREQaw2V8Sa2eP3+Obt26 QV9fH0eOHCkTRQgAaNeuHfbs2YOtW7di7ty5ouMQEVEJFxMTgzZt2mDkyJHw9PREdHQ0Jk+ezCJE CVWnTh1s3rwZoaGhyMnJQbNmzTBlyhTk5eWJjkZEpBEsRJBaTZkyBQ8ePMCxY8dQpUoV0XE0qnv3 7vD19cW8efNw5swZ0XGIiKiE2rFjB5o3bw65XI7Lly9j5cqVqFy5suhYVAxatmyJ8+fPY+3atVi/ fj3atGmDO3fuiI5FRKR2LESQ2vj5+WHNmjVYt24dbG1tRccRYuzYsejbty8GDx6M9PR00XGIiKgE USgUGDt2LAYNGoThw4fj3LlznL5fCslkMowYMQKXLl2Cjo4Omjdvjr/++kt0LCIiteIaEaQWcrkc 9vb2aNWqFbZt2yY6jlBpaWmoX78+hg0bhkWLFomOQ0REJUB+fj4GDhyII0eOYPv27ejTp4/oSKQB crkckyZNwvr167F582Z8/vnnoiMREakFZ0SQWqxatQoJCQn46aefREcRztzcHLNnz4avry/u378v Og4REWm5/Px89OvXD8eOHYO/v7/aihBLly6FTCZT3QYNGqSWdjRJXcfXDh8+XKSvWrVqpZZ29PX1 8fvvv+Prr7/GkCFDsHnzZrW0Q0QkGgsRVOyUSiWWLFmCcePGoUaNGqLjaIWxY8fC0tISK1euFB2F iIi03Pfff49Tp07h77//hqurq1rbqlChAiRJgiRJr5zBmJmZiYULF6JFixYwNjaGj4/PB7VXHNs7 ceJEkaLAi7fffvvtvXLt2LEDzZo1g7GxMaytrTFo0CDEx8er/r5Hjx6qfho5cuR7tfEuFi5ciBkz ZmDMmDG4dOmS2tsjItI0FiKo2J08eRIPHjzA6NGjRUfRGvr6+hg+fDi2bNmC/Px80XGIiEhLBQYG YtGiRVi6dKnajrq/rfPnz6NRo0bYuHEjRo0ahatXr2LOnDnCt7dz585XPi6TydC/f/933t7u3bsx YcIE/Pjjj0hJSUFYWBjkcjnc3d3VNsPibcybNw+urq7o378/MjMzheUgIlIHFiKo2O3atQutW7dG gwYNREfRKsOHD0dycjICAgJERyEiIi0kl8sxbNgweHp6YtSoUUKzBAUFoXPnznB2dsb169cxduxY 1KlTB3p6ekK3l5eXhwcPHuDatWvIz89XzVLIyspCt27dUL169XfOdvDgQTRt2hTdu3eHkZERqlev jkmTJiE6OlpoAUBHRwebN29GZmYmLwVORKUOCxFU7IKDg+Hu7i46htaxtbVFnTp1EBISIjoKERFp oR07diAxMfG9Ty8oLqmpqejbty9cXFywc+dOGBgYaM32kpOTsW3bNjRu3LhIEWPPnj3o0aPHe22z WbNmCAgIwPz586FQKCBJEtavX48ZM2agYsWK7521OFhbW2PWrFn4/fff8fTpU6FZiIiKEwsRVKxS U1Nx9+5dtG7dWnQUrdSmTRucP39edAwiItJCW7duRe/evYWvrzRv3jw8efIEHTt2RKtWrWBoaAhH R0ecPHlS+PZq1KiBqlWrvvT4tm3b0K9fv/fKN2nSJHz22Wfw8fFBkyZN8Pnnn6N79+5as+D2iBEj IJPJsHfvXtFRiIiKDQsRVKzu378PSZJQv3590VG0Ur169XDv3j3RMYiISMvI5XKcO3cOn3zyidAc SqUSO3fuhI2NDerVq4eAgACcP38e2dnZ6NmzJ+7evSt0e68SGxsLAwMDWFhYvNfry5Urh507d6JP nz6IioqCn58fZDLZB+cqLiYmJnB1dUVgYKDoKERExYaFCCpWqampAIDKlSsLTqKdKleujCdPnoiO QUREWubhw4fIzc2Fvb290ByJiYlISUlBhw4d4OXlBRMTEzRt2hSLFy9Gbm4uli1bJnR7r7Jp06b3 WqTyRT/++CNatWqFwMBAVKxYEZ999hk2bdr0wdmKi4ODA+7cuSM6BhFRsXm/FYeIXiMnJwcAYGRk JDiJdjI2NsazZ89ExyAiIi3z/PlzAED58uWF5sjKygLwz1H4F/Xs2RO6urqIjo4Wur1/kyQJf/75 Jy5evPje29i9ezf279+PK1euAADCwsLg7u6OCRMmoFu3brCysvqgjMWhQoUK/P5ARKUKZ0RQsTI3 NwcApKWlCU6inZ48eYJKlSqJjkFERFqm8HdDSkqK0BzVqlWDnp4e4uLiijxerlw5VKxY8ZXrM2hy e/92+vRpODg4wNTU9L23sXLlSrRs2VJ138bGBocOHUJOTo7WXOkqOTkZVapUER2DiKjYsBBBxarw lAzRX6S0VUpKCk9bISKil9jY2MDS0hJhYWFCc5iYmKBbt24IDAxEQkKC6vHExEQ8ffoUvXv3Frq9 f9u0aRO8vb0/aBv6+vovnfbw0UcfwcDAABUqVPigbReXixcv4uOPPxYdg4io2LAQQcWqbt26MDQ0 VE1vpKIuX74MR0dH0TGIiEgLdevWDbt37xYdA4sXL0aFChXg7e2NBw8e4OHDhxg2bBjc3d3h6emp el6vXr1gZWX1n5elLu7tFcrKysLff//92st2vu32/ve//6ku35mWloakpCR8+eWXsLOzQ9euXd8q izrduXMHly9fFr6QKRFRcWIhgoqVgYEBmjZtinPnzomOonUkSUJoaCgvbUpERK80ZswYhIeHv/dl MotL3bp1ERwcDCMjIzg4OMDJyQn29vY4cOBAkeelpaXB0NDwPy9zWdzbK7R79264u7u/dl2qt91e jx49sHv3bvz555+oWrUqnJycIEkSzpw5A319/bfKok4LFy6EnZ0d3NzcREchIio2MkmSJNEhqHSZ PXs2Nm3ahHv37kFXV1d0HK0RGBiIDh064MaNG2jUqJHoOEREpIV69eqFqKgoXL58+YPWPXgbS5cu hY+PD7Kzs997G8+ePcOwYcOwZ8+eYsmk7dsDgFGjRiEiIgKhoaHFts3XOXHiBDw8PLB161Z8/vnn am+PiEhTOCOCit3w4cPx6NEjnDhxQnQUrbJhwwa0aNGCRQgiInqt9evX4/nz5xg9erToKG/F19cX //vf/8rM9jQpJSUFQ4cOhZeXF4sQRFTqsBBBxc7Ozg7t27fHkiVLREfRGg8fPsTevXsxatQo0VGI iEiLWVpaYtOmTdi7dy98fHxEx3mj5cuXo02bNmjbtm2Z2J4mPX36FJ988gnKly+P9evXi45DRFTs eGoGqUVQUBBcXV1x/PhxdOnSRXQc4YYPH44zZ87g1q1bMDAwEB2HiIi03M6dOzFkyBBMmjQJv/zy C2QyWbG3sXTpUkyePFl1f+DAgdi2bVuxt1MaHD58GD179lTdd3Z2VtupGU+fPkXXrl2RnJyM06dP o3bt2mpph4hIJBYiSG169eqF2NhYhIeHw9DQUHQcYUJDQ+Hi4oItW7ZwaiUREb21Xbt2YfDgwfjs s8+wevVqmJiYiI5EanblyhV4e3tDoVDg9OnTqFmzpuhIRERqwVMzSG1WrlyJhIQETJ8+XXQUYbKz szFkyBC4ublhwIABouMQEVEJ4u3tjSNHjuDkyZNo3rw5Ll26JDoSqYkkSVi+fDlat26N6tWrIzg4 mEUIIirVWIggtalRowZWrVqFFStWaMV10TVNqVRi6NChyMrKwubNm9UyrZaIiEq3Ll264Nq1a7C1 tUWbNm0we/ZsPHv2THQsKka3bt1C165dMWXKFMyePRsnTpyAtbW16FhERGrFQgSplbe3NyZNmoSh Q4fi1KlTouNo1IQJE+Dv748///wTVlZWouMQEVEJVbVqVRw/fhwLFy6Er68vGjRogJ07d4Jn15Zs GRkZmDJlCho3boyUlBQEBQVh1qxZ0NHh13MiKv34Px2p3eLFi9GvXz94enoiICBAdBy1kyQJU6dO xdq1a7Fz5060a9dOdCQiIirhdHR08L///Q/R0dHw8PDAoEGD0Lp1axw8eJAFiRImIyMDP/30E+rW rYstW7bA19cX4eHhaN26tehoREQaw0IEqZ2Ojg7++OMPfPLJJ+jWrRt27dolOpLayOVyDBo0CL6+ vtiyZQv69OkjOhIREZUilpaWWLduHcLCwlC1alV4enrC0dERW7duRUFBgeh49AZJSUn49ttvYWtr i4ULF2LUqFGIjo7G2LFjoaurKzoeEZFG8aoZpDFKpRLTpk3DkiVLMH36dMybNw/lypUTHavY3L9/ H59//jkiIiKwb98+uLm5iY5ERESlXGRkJBYuXIhdu3ahSpUqGDJkCEaNGoU6deqIjkb457vPuXPn sHXrVmzduhXGxsYYP348Jk2aBHNzc9HxiIiEYSGCNG7jxo2YOHEiHB0dsW3btlJxfey9e/dizJgx sLGxwe7du+Hg4CA6EhERlSH37t3D+vXrsWnTJiQkJKBDhw4YMWIEevXqBVNTU9Hxypy7d+9ix44d 2LhxI+7du4c2bdpg1KhR8Pb2hpGRkeh4RETCsRBBQty8eRMDBgxAdHQ0vvnmG0yfPh0GBgaiY72z uLg4TJw4EYcPH8aYMWOwdOlSfsEgIiJhFAoFjh49ig0bNuDIkSPQ0dFB586d0bdvX/Tu3RtVqlQR HbHUunHjBvbv34/9+/fj+vXrsLCwwODBgzFq1Cg0bNhQdDwiIq3CQgQJk5+fj6VLl+KHH35A1apV 8f3332PAgAEl4jzJlJQULF68GMuXL0etWrWwcuVKdOjQQXQsIiIiladPn8LPzw/79+/H33//jfz8 fLRt2xZubm5wc3NDixYtoKenJzpmiZWeno6AgACcOnUKx48fR0xMDGxsbODp6QlPT0+4urqyf4mI XoOFCBLu4cOH8PHxwfbt21G7dm3MnDkT3t7eMDQ0FB3tJfHx8fD19cXvv/+O8uXL45tvvsGXX35Z qta6ICKi0ic7OxtHjx7FkSNHcOrUKTx8+BCmpqbo0KEDOnXqhFatWqFp06bQ19cXHVVrPXnyBBcu XMDZs2dx6tQphIeHQ5IkNG3aFG5ubujduzecnZ15+U0iorfAQgRpjZiYGMyfPx87duyAsbGxasEt 0est5Ofn4/jx41i7di38/f1hYWGBqVOnYty4cShfvrzQbERERO/j1q1bOHXqFE6ePInAwECkpaXB wMAATZo0gbOzM1q2bInmzZujTp06ZfKoflZWFiIiIhAWFoaLFy/iwoULiImJAQDUq1cPnTp1QufO ndGxY0dUrlxZcFoiopKHhQjSOklJSdi4cSPWrVuHuLg4NGjQAF5eXujTpw+aNm2qkVM3srKyEBAQ gP3798PPzw9paWno1KkTxo4di969e/OIERERlRqSJCE6Olq1w33x4kVcvXoV+fn50NfXh729Pezt 7eHo6AgHBwfUq1cPH330UYlc2+nf0tLSEBsbi5s3byIiIgIRERGIjIzEvXv3AADm5uaqwkzhn1xn g4jow7EQQVpLqVTi7Nmz2L9/Pw4cOID79++jYsWKcHFxgYuLC5o1a4ZGjRrBxsbmg9opKCjAnTt3 EBERgdDQUAQHB+PKlStQKpVo3bo1+vbti759++Kjjz4qnjdGRESk5XJzcxEVFaXaMY+IiEB4eDiS k5MBADKZDDY2NqhVq5bqVrNmTVhZWcHKygrW1tawtLQUWrjPzs5GQkICkpOTkZSUhISEBNy7dw9x cXGIi4vDvXv3kJ6eDgDQ09ND3bp10aRJEzg6OsLe3h6NGjWCnZ0dZDKZsPdARFRasRBBJUZERAQC AwPx22+/4cmTJ8jIyAAAVKpUCfXq1UPVqlVRo0YNWFpaomLFijAwMED58uVhYGCArKwsFBQUICsr C5mZmYiPj0dSUhIePHiA6OhoyOVy6OnpwcjICO3bt8fQoUPRvn17WFlZCX7XREREYimVSsydOxfz 5s3D1KlTMWDAANXO/Iu3Bw8e4NmzZ0VeW6lSJVStWhWmpqYwMTGBmZmZ6mdjY2MYGxtDJpPBzMxM 9Rp9fX1UqFBBdT89PR2FX1fz8/ORnZ0N4J/ZDFlZWUVu6enpePr0KR4/foycnJwiWSwtLVGzZs0i xZNatWqhevXqGDBgAB4/foxdu3ahU6dO6upKIiL6PyxEUIkSGRmJxo0bY+fOnejcuTNu3LiByMhI xMTE4PHjx3j06BGSkpKQmZmJvLw8PHv2DHK5HMbGxihXrhxMTExgamqKatWqoWrVqqhevToaNGgA BwcH2NvbY+DAgbh9+zauXbvGxaaIiKjMy8zMxNChQ3H06FEsXLgQkyZNeuPznz9/jsTERCQlJSE5 ORmJiYlITk5GZmamqlCQkZGhKhw8f/5cdaCgUE5ODnJzc1X3TU1NVadl6ujooGLFigAAMzMzmJiY qG6mpqYwMzODubk5qlatCgsLC1hbW8PKygoWFhZvXFg6OzsbI0eOxL59+zB//nxMnz6dMyGIiNSI hQgqUby8vBAdHa22QsGLhY7PPvus2LdPRERUUly7dg1eXl7Izc3Fnj170Lp1a9GR1G7t2rWYMGEC unXrhi1btqiKHkREVLxYiKAS4/Lly3BycsKBAwfQu3dvtbUzcOBAhIeHIzIyskyuFE5ERLRjxw6M Hj0azZs3x59//omqVauKjqQxQUFB6N+/P0xNTbF//37hV+8iIiqNOPecSozvvvsOzZo1Q69evdTa zpw5cxAbG4sdO3aotR0iIiJtU1BQgJkzZ2LgwIEYNGgQTp06VaaKEADQvn17hIeHo1KlSmjdujX2 7t0rOhIRUanDGRFUIoSFhcHZ2Rn+/v7w8PBQe3sjRoxAQEAAbt++zUt1EhFRmZCSkoL+/fsjLCwM 69evR//+/UVHEiovLw/Tp0+Hr68vvvrqKyxevJgzJYmIigkLEVQiuLu7IycnByEhIRpp7/79+6hX rx5WrFiB0aNHa6RNIiIiUc6ePYtPP/0UxsbG2LdvHxwdHUVH0hpbt27FF198gZYtW2L37t2wtLQU HYmIqMTjqRmk9UJCQnDy5EnMmzdPY23a2tpi5MiR+PHHH5GXl6exdomIiDRt7dq16NSpE5o1a4aL Fy+yCPEvgwcPRkhICO7fvw8nJydcvHhRdCQiohKPhQjSej4+PujcuTM6duyo0XZnz56NlJQUrFu3 TqPtEhERaUJubi5GjBiBL774ApMnT8ahQ4dgZmYmOpZWatq0KcLCwtCwYUO0b98e69evFx2JiKhE 46kZpNWOHz8ODw8PBAUFoV27dhpvf/Lkydi9ezdiYmJQvnx5jbdPRESkDg8ePICXl5dqceauXbuK jlQiKBQKzJs3D/PmzcPAgQOxZs0aGBkZiY5FRFTisBBBWq1Vq1aoXLkyjhw5IqT9lJQU1K5dG999 9x2mTp0qJAMREVFxOnr0KAYOHAhbW1vs27cPdnZ2oiOVOH5+fhg8eDDq1KmDffv2wdbWVnQkIqIS hadmkNY6dOgQLl68iO+//15YBgsLC4wfPx4LFy5EVlaWsBxEREQfSpIkLFy4ED169ED37t1x9uxZ FiHeU8+ePXHx4kXk5ubCyckJJ0+eFB2JiKhEYSGCtJIkSfj+++/h6emJli1bCs0ybdo0yOVyLF++ XGgOIiKi95WZmQkvLy/4+PhgwYIF2LZtG085/ED16tVDaGgoOnbsCA8PDyxcuBCcaExE9HZ4agZp pT179sDb2xuXL1/Gxx9/LDoO5syZg2XLliE2Nhbm5uai4xAREb21W7duoW/fvsjIyMCePXvQpk0b 0ZFKFUmSsHz5ckybNg3du3fHli1bYGpqKjoWEZFW44wI0joKhQJz5sxB//79taIIAfyzaKWOjg6W LFkiOgoREdFb27VrF5ycnFC5cmWEh4ezCKEGMpkMkyZNwokTJxAaGoqWLVvi5s2bomMREWk1FiJI 6+zYsQO3b9/Gd999JzqKSsWKFTFlyhQsWbIEycnJouMQERG9UUFBAWbOnIkBAwZg4MCBOH36NKyt rUXHKtVcXV0RHh4OMzMzODs7Y//+/aIjERFpLRYiSKsoFArMnz8fgwcPRoMGDUTHKWLSpEmoUKEC Fi9eLDoKERHRa6WkpMDDwwPLli3DH3/8gTVr1qBcuXKiY5UJ1atXR2BgILy9vdGvXz/MnDkTCoVC dCwiIq3DQgRplT/++AOxsbGYPXu26CgvqVChAqZPnw5fX18kJCSIjkNERPSS8PBwODk54f79+7h4 8SKGDRsmOlKZY2BggLVr12LTpk1Yvnw53N3dOZuSiOhfWIggrSGXy7FgwQKMGDFCay8nNn78eFSu XBmLFi0SHYWIiKiItWvXom3btmjUqBEuXrwIR0dH0ZHKtCFDhiAkJARxcdEa2sEAACAASURBVHFw cnJCWFiY6EhERFqDhQjSGuvWrUNCQgJmzZolOsprGRoaYubMmVi9ejXi4+NFxyEiIkJubi5GjRqF L774ApMnT4afnx+v8KQlmjVrhrCwMDRo0ADt27fHxo0bRUciItIKvHwnaYXc3FzUrVsXXl5eWLp0 qeg4bySXy9GgQQN06dIFq1evFh2HiIjKsPj4eHh5eeH27dvYvHkz+vTpIzoSvYJCocCsWbOwaNEi jB49Gr6+vtDX1xcdi4hIGM6IIK2watUqPHnyBNOnTxcd5T/p6+vj22+/xcaNGxEbGys6DhERlVEB AQFwcnKCXC7H5cuXWYTQYrq6uvj555/x119/Yffu3Wjbti0ePHggOhYRkTAsRJBwz549w6JFi/DV V1/BxsZGdJy3Mnz4cNjZ2WHevHmioxARURkjSRIWLlwId3d3uLm54ezZs6hdu7boWPQWevXqhQsX LuD58+dwcnLC6dOnRUciIhKChQgSbtmyZXj27BmmTJkiOspb09XVxaxZs7B161bcunVLdBwiIioj srKy8Omnn8LHxwfz58/H9u3bUaFCBdGx6B3Ur18foaGhaN++Pbp27YqFCxeKjkREpHFcI4KEysjI gJ2dHb788kv88MMPouO8E4VCgcaNG+Pjjz/Gjh07RMchIqJS7vbt2+jbty9SUlKwe/dudOzYUXQk +gCSJGHRokWYNWsWPvvsM6xbt45FJSIqMzgjgoRasmQJlEolJk+eLDrKO9PV1cWcOXOwe/duXLt2 TXQcIiIqxQ4ePAhnZ2eYm5vj2rVrLEKUAjKZDDNmzMDJkydx6tQpODk5cZYlEZUZLESQMGlpaVi2 bBmmTp1aYi8z1q9fPzRu3Bhz584VHYWIiEohhUKBmTNnwtPTE/3798fp06dhbW0tOhYVow4dOiA8 PBympqZwdnbGgQMHREciIlI7FiJImIULF0JPTw8TJ04UHeW9yWQyzJ07F3/99RcuXrwoOg4REZUi qamp8PDwwLJly7BhwwasWbOGl3wspWrUqIGgoCB89tln8PLywsyZM6FUKkXHIiJSG64RQUKkpKSg du3a+O677zB16lTRcT5Yq1atULlyZRw5ckR0FCIiKgUuX76Mvn37QpIk7Nu3D05OTqIjkYasXbsW X331FTp37ozt27eX2FmjRERvwhkRJMSCBQtQoUIFjB8/XnSUYjF37lz4+/sjODhYdBQiIirhtmzZ AhcXF9jb2+Pq1assQpQxY8aMwblz5xAVFYUmTZogPDxcdCQiomLHQgRpXGJiItasWYNvv/0W5cuX Fx2nWHTt2hWurq5cK4KIiN5bXl4eRo8ejWHDhmHixIk4fPgwj4aXUc2bN0d4eDjq1q2Ldu3a4Y8/ /hAdiYioWPHUDNK48ePH48iRI4iOjoaBgYHoOMUmJCQE7dq1w+nTp7maORERvZOHDx+iX79+uHnz JjZt2gRPT0/RkUgLFBQUwMfHB4sWLcLo0aPh6+vLdUKIqFRgIYI06v79+6hXrx5WrFiB0aNHi45T 7Nzd3fH8+XOcPXtWdBQiIiohAgMD0b9/f5ibm2P//v1o2LCh6EikZXbt2oVRo0ahSZMm2LNnD6+c QkQlHk/NII364YcfYGNjg6FDh4qOohYLFizA+fPncezYMdFRiIhIy0mShGXLlsHNzQ0dO3ZEeHg4 ixD0St7e3ggPD8fTp0/RpEkTBAQEiI5ERPRBOCOCNObOnTuwt7fHhg0bMGTIENFx1KZHjx54/Pgx wsLCIJPJRMchIiItlJWVhREjRuCvv/7Cjz/+iBkzZoiORCVAVlYWhg0bhkOHDvFzQ0QlGgsRVOwk ScKjR49QvXr1Io8PHDgQ4eHhiIyMhJ6enqB06nf9+nU0bdoU+/fvR+/evVWPKxQKJCUlwcbGRmA6 IiISLTo6Gn379kVycjJ27dqFTp06iY5EJYgkSVi0aBFmzZqF/v37Y926daVm8W8iKjt4agYVuyNH jqBmzZro3bs3bty4AQCIjIzErl278MMPP5TqIgQANG7cGJ6envDx8YFSqYRSqcSff/6JBg0aoG7d ulAoFKIjEhGRIIcOHULLli1hZGSE8PBwFiHonclkMsyYMQOHDx/GsWPH0KZNG8TGxoqORUT0TliI oGJ38+ZN6Orqwt/fHx9//DH69++Pr7/+Gvb29vj0009Fx9OIuXPnIioqCjNmzICjoyO8vb0RGxuL 58+f48GDB6LjERGRGty5cwczZ85EQUHBS3+nUCgwZ84c9OnTB/3798fZs2dRs2ZNASmptPDw8MCV K1egr6+Ppk2b4uDBg6983p07dzBjxgweCCEirVK6D02TEDExMZDJZMjPzwcAHDhwAAUFBWjXrh1i Y2NRp04dwQnVLzExETY2Nvj111+hq6sLSZJQeBbU3bt3UatWLcEJiYioOCmVSgwePBgXLlxAfn4+ Fi9erPq7J0+eYMCAAQgODsa6deswcuRIgUmpNKlZsyaCgoLw5ZdfwtPTE9OnT8eCBQugo/PPscbs 7Gz06NED0dHRsLKywtdffy04MRHRPzgjgordrVu3VEUIAMjPz4ckSTh//jwaNGiAwYMHl9ophCEh IXBxcYG7uzseP34MAEWOQOjp6eHu3bui4hERkZqsXr0aFy9eBAAsWbIEf/75JwDgypUrcHJywq1b txAUFMQiBBU7Q0NDbNiwAatXr8aSJUvQq1cvpKWlQZIkDB8+XPWda9asWbh3757YsERE/4eFCCp2 d+7ceeXj+fn5UCgU2L17Nxo2bIirV69qOJl6/fDDD2jXrh0uXLgAAK+cmqujo4OYmBhNRyMiIjVK SEjAjBkz8OL638OGDcPChQvRpk0b1K9fH1evXkWLFi0EpqTSbsyYMTh9+jQuX74MZ2dnzJw5E/v2 7VN9H1EoFBg9erTglERE/2AhgopVXl6eaibA60iShKZNm6J27doaSqUZXbt2hbGx8Rufk5+fj+jo aA0lIiIiTfjiiy+Ql5enui9JEvLz87FkyRJ89dVX8Pf3R6VKlQQmpLKibdu2uHTpEj766CP8+uuv RYpj+fn5OHXqFLZv3y4wIRHRP1iIoGIVFxeHN10RVk9PD61atcLJkydhYmKiwWTq5+zsjNDQUJiZ mb32yiCSJOHWrVsaTkZEROqyd+9e+Pn5FTklEfhnVtzTp08RGRkJmUwmKB2VRQUFBbh06dJrP3df fvklUlJSNJyKiKgoFiKoWL3ptAM9PT24u7vjxIkT/zlzoKRycHBASEgIKleujHLlyr3yOffv339j sYaIiEqGjIwMfPnll6qFAf8tPz8fx44dw08//aThZFRW5eXloU+fPsjKynrlVTIkScLz58+5aCUR CcdCBBWrmJiYV+6A6+jooG/fvjh48CAMDQ0FJNOc+vXr48KFC7CxsXllX+Tl5SExMVFAMiIiKk5T p05FWloalErla5+jVCoxe/Zs/P333xpMRmXVV199hevXr780Q+dF+fn52LZtGz+TRCQUCxFUrO7e vfvSVEAdHR2MGDECO3fufO0sgdLG1tYWoaGhqF279ivfM6+cQURUsgUGBmLDhg1v3OEDgHLlykGp VGLbtm0aSkZlVV5eHnbt2gWlUgldXd03PldXVxejRo3C8+fPNZSOiKgoFiKoWEVHR0Mul6vu6+jo YNy4cVi7du1rp66WVlWrVsXZs2fRqFGjIsUIXV1dXjmDiKgEy8vLw6hRo177e61wnSBjY2P0798f hw4dwsaNGzUZkcogAwMDxMfH448//kCXLl2gp6cHXV3dV35OFQoFEhMT8f333wtISkTEQgQVsxcX YpTJZJg2bRpWrFhRZhfqqlSpEgICAtCsWTNVMUJPT48zIoiISrB58+YhLi6uyDn45cqVg0wmQ/ny 5VXFhydPnmDr1q3o2bPnaxcxJipOFStWxJAhQ+Dv74/k5GRs3LgR7u7u0NXVfakoUVBQgN9++w2X Ll0SmJiIyiqZxFXz6P8oFAokJSUhKSkJ6enpUCgUyMrKQkFBAcqXLw8DAwMYGRnBzMwM1tbWL12K rKCgAIaGhqovZr/++iumTJki4q1onWfPnqFHjx4ICQmBQqHAp59+it27dxd5zof2PxFRSfT8+XPk 5eXh2bNnkMvlqv/3gH8Wg3zV+gvZ2dmvPSXC3Nz8lY+bmJioigFmZmaQyWQwNzeHTCaDmZnZW+e9 ceMGmjZtCoVCAV1dXSiVShgYGKBXr14YMGAAPDw8Sv1aSFTyJCYmYu/evdi+fTsuXrwIPT09KBQK SJIEBwcHXLly5a2LZQUFBcjKyoJcLsezZ8+Ql5enOsUjJycHubm5L72m8LmvUqFCBejr67/0uKGh IYyMjABA9T2o8LkvjmciKplYiCiDcnJyEBYWhuvXryMiIgKRkZG4e/cukpOTX7nC8usYGhqievXq qF+/Pho1agQLCwtMnToVMpkMy5Ytw1dffaXGd1HyyOVyfPbZZzh48CDs7OwwefLkYu1/BwcHNGvW DPb29mV2BgoRaU5mZiYeP36M1NRUpKWlITMzE5mZmUhPT0d6ejoyMzORkZGherzw58KdltftsIii q6sLU1NT6OnpwcTEBEZGRjA1NUXFihVhamoKMzMzVKxYEX/++Sfu378PXV1dNG/eHB4eHujVqxeq V68OCwuLMncaIpUcubm5SElJwY0bN/DXX3/h77//xv379wEAHh4eqF+/fpHxWjiu8/PzkZGRAYVC gczMTMHvoihTU1Po6uqiYsWKKFeuHCpWrKgaqy+O38KfC/++cuXKsLS0RJUqVVg4JBKEhYgyQKlU 4sKFC/D398eZM2cQFhaGvLw8VKpUSbUDW79+fVhbW8PGxgZWVlaoVKkSdHR0VBXnwiNWubm5ePr0 KRISEpCYmIj4+HhERUUhMjISUVFRyM/Ph6mpKdzc3NCxY0f06tULNWvWFN0FQr3Y/wEBATh//jyU SmWx9//Nmzchl8thYWGBdu3asf+J6J1lZmbi4cOHePjwIRISEvDo0SOkpKQgNTUVKSkpSEpKUv38 4npAwD+nnb34Rf/FnYAXdwaMjIxURzoNDQ1fOtL54tHRwr/7NwMDA5QvX/6lxwuP1P6bJElIT09X 3U9LS1M9plQqVTMvXtzZys3NVRVPMjIykJ6ejoyMDNy7dw9yuRxyuRw5OTlF2pHJZKhSpQosLCxU f1pZWaFKlSqwtLREjRo1UK1aNVSrVg1WVlYsGtMHk8vlSEhIUI3bxMREJCUlITk5WTV2k5OTkZyc jOzs7Jdeb2pqCh0dHZibm8PGxqbIeDU3N4epqSn09fWLFOkK/yxXrhyMjY1V4xaA6rF/09HRQcWK FV/5Ht5m5lPhjKnCxwpnTmVmZqrGrFwuR2ZmJtLS0l5ZBM3IyEBGRsZL7RgbG8PKygoWFhaqsWtp aQkrKytYW1ujevXqqF69OmxsbF45c4OI3g8LEaXY2bNnsX37dhw8eBAJCQmoXbs2OnToAFdXV7i6 uhb7DmpBQQHOnj2LS5cuITAwEIGBgcjMzETz5s3h5eWFIUOGwMbGpljb1GZv6v/mzZvD3t6+WNsr KCjA1atXERQUxP4nopcoFArEx8fj7t27uHv3LuLj4xEfH49Hjx7h0aNHiI+PL7KjYmRkhGrVqqmO GlapUgVVq1YtsqNdeL9SpUqvLAyUdvn5+UhLS3tph+/f91NTU/H48WM8efJE9Vp9fX3VTk6NGjVg Y2ODGjVqwM7ODrVr10bt2rV5pJaQmpqqGrNxcXFISEhQjduEhAQ8fvxY9Vw9PT1YWVmpdqL/XRB7 8X6VKlXe6ZSk0iQ9Pb1IgTU1NRVJSUkvFV2Tk5ORlJSkOlUM+GchchsbG1SrVk01bmvVqqUas1Wq VBH4zohKFhYiSpns7Gxs2bIFq1evxo0bN9C4cWN4eXnB09MTjo6OGs0il8tx+vRpHDhwAPv370d6 ejp69uyJcePGwd3dXaNZNIX9T0QiKRQKxMbG4tatW6qdl8Jb4ZF84J+joDVr1kTNmjVhY2OjOuJn bW2teozr0BS/nJwc1WyT+Ph41ayTwp8fPHiAxMRE1fOrVaum2sEpvNWpUwcNGzZUHYGmki8pKQlR UVEvjdm7d++qjuDr6+ujZs2aRXaAX/y5Ro0asLKy+s/LdtK7KVy/q3CMvlgEevDgARISEnD//n3V zI2KFSu+NGZr164Ne3t7WFlZCX43RNqFhYhSIjs7Gxs2bMDPP/+s2uEcM2YM3NzcREcD8M9O8cGD B7F27VqcOnUKjo6O8PHxQb9+/UrF1FT2PxFpWkJCQpFT4yIjI3HlyhXVonHm5uaws7N75a1WrVoc +1oqLy8Pjx49Qmxs7Eu3yMhI1boa1tbWcHBwgL29verPpk2bskChxdLS0oqM16ioKERERKhmNRgY GKBatWpFxmrhv2/NmjW5OKMWe/Hf9sUxe+fOHdW6GmZmZqqiROGYdXJygrW1teD0RGKwEFHCKZVK rFmzBrNnz0Z+fj4mTpyIyZMna/WRrMuXL2Pu3Lnw8/NDixYtsGLFCrRo0UJ0rPfC/icidVMoFLh5 8ybCwsIQHh6OsLAwREREICcnBzKZDLa2tkW+2DZq1AgNGjR45XnaVLLl5+cjLi4OERERqp3YqKgo 3L59G3K5HLq6urCzs4OTkxOcnJzQokULNG3alJ8FAR49elRkzF65cgUpKSkA/ikSOjg4qG729vaw t7fnDmkplZiYqCo+Fd6ioqKQlpYGALC0tETTpk3RokUL1ditVq2a4NRE6sdCRAl2+fJlfPHFF7h6 9SomTZqEb775Rqt3gP/typUr+PrrrxEUFIQxY8bgp59+KlHnK7L/iUgd4uPjERwcXGQH5tmzZzAy MkLTpk3h5OSEjz/+GI0aNULDhg1hYmIiOjIJVlBQgJiYGERERODGjRsIDw9HeHg4kpOToauriwYN Gqh2clq3bo2PP/6YU/iLUVZWFs6dO4eLFy+qxm1iYiJ0dHRQr149tGjRAs2aNVMVHrheEwH/FKsK C4qXL19GeHg4oqOjoVQqYWNjoyomtmjRAm3btmVBkUodFiJKIEmS8Msvv8DHxwetW7fGqlWr4ODg IDrWe5EkCdu3b8e0adNgYGCAHTt2oE2bNqJjvRH7n4iKU0JCAs6ePYuTJ08iJCQEUVFR0NPTQ716 9dC8eXPVrUWLFq+8ggTR6yQkJODSpUuqW2hoKFJTU2FsbIxWrVqhbdu2cHFxQfv27Xk1gHeQnZ2N 0NBQhISE4OzZswgKCoJcLoe1tXWRMdumTRtUrlxZdFwqQbKysnDt2rUi4/bmzZvQ0dFBkyZNVGO2 c+fOJergF9GrsBBRwqSlpcHb2xsBAQGYP38+pk6dWirO801NTcWwYcNw/PhxLFiwANOmTRMd6ZXY /0T0odLT03Hs2DHVJZXj4+NhaGiIVq1aqa5q1KpVKxgZGYmOSqWMJEmIjIzEmTNnEBgYiKCgICQn J8PExAQuLi5wd3dHz549UadOHdFRtYpCoUBISAgOHz6MgIAAXL16FUqlEvb29qox6+rqysUISS0e P36suiLamTNnihQmOnXqhB49eqBt27ac5UQlDgsRJUh8fDy6deuGzMxM7Nu3r9Sd1y9JEpYsWYLp 06djzJgx8PX11ar/VNn/RPS+7t69Cz8/P/j5+SE4OBiSJMHFxQUdO3ZEhw4d4OzszNkOJERUVJRq B+fEiRNIS0tDw4YN0bNnT/Ts2ROtW7cuk78LMjIycPz4cRw6dAhHjx7F06dPUb9+fXTp0gWurq5o 3749LCwsRMekMig5ORlBQUEICgrC8ePHER0djcqVK6Nbt27o2bMnPDw8YGpqKjom0X9iIaKEiImJ QceOHWFubo6jR4+W6kVs/vrrL3z++ef45JNPsHPnTq1YJZr9T0Tv6t69e9i6dSt27dqFqKgomJmZ wcPDA7169YKHhwfMzc1FRyQqoqCgAMHBwTh8+DAOHTqEmJgYVKlSBX369MGQIUPg4uJSKmYBvs6z Z8+wb98+bN++HQEBAZAkCW3btkXPnj3Rq1cv1K1bV3REopdER0fj0KFDOHz4MEJCQqCrq4sOHTpg 0KBB6Nu3L6+kQ1qLhYgSIDExES4uLqhSpQqOHz9eJhYUDA4OhoeHB7y9vbF+/XqhX3zY/2L7n6gk ycrKwr59+7B582YEBgbCwsIC3t7e6N27N9q3b8/CHpUot27dwqFDh7Bz505cvXoVdnZ2GDJkCAYP Hgw7OzvR8YqFUqlEYGAgNm/ejH379kEul6N79+7o168funXrxvPwqUR5+vQpjh49ij179uDo0aMw MDCAl5cXhg4divbt20NHR0d0RCIVFiK03PPnz9GmTRvk5eUhODgYVapUER1JY/z9/dGnTx98++23 mDNnjpAM7H+x/U9UUty+fRu//PILdu3ahYKCAvTo0QNDhw6Fh4cHypUrJzoe0Qe7fv06Nm/ejB07 diApKQmurq6YMmUKPvnkkxJZrM7KysLq1auxcuVK3L9/H05OThgyZAgGDBhQpn7XU+mVmpqKHTt2 YMuWLbh06RJsbW0xYcIEjB07lldbIq3AQoSWGzduHHbv3o0rV67A1tZWdByNW7NmDcaPH49Tp06h Q4cOGm+f/S+2/4m0XVhYGBYuXIgDBw6gTp06mDhxIgYMGMCjqFRqFRQU4Pjx4/j999/h7++PRo0a Yfr06fD29i4RM36Sk5OxbNkyrFq1CgqFAqNHj8aIESNK7NWviN5GZGQkNmzYgPXr10NPTw/jx4/H xIkTYWlpKToalWEsRGgxPz8/9O7dG3v27IGXl5foOMJ8+umnCA0NxY0bNzR6WgT7/x+i+p9Im127 dg1Tp07FyZMn4eTkhBkzZqBv376c9kplyvXr17Fo0SLs3r0b1atXx9y5czF48GCtnCGRkZGBOXPm YM2aNTAxMcHEiRMxfvx4rtVCZUpaWhpWrlyJ5cuXIzs7G2PHjsWcOXNQsWJF0dGoDGIhQkvJ5XLY 29ujVatW2LZtm+g4QqWlpaF+/foYNmwYFi1apJE22f//n4j+J9JW2dnZ+P7777F8+XK0aNECP/zw A9zc3ETHIhIqLi4OP//8MzZs2IB27dph1apVaNiwoehYKjt37sSUKVOgUCgwe/ZsjBw5kpfHpTLt +fPn2LhxI3744Qfo6enht99+g7e3t+hYVMbw0I2WWrVqFRISEvDTTz+JjiKcubk5Zs+eDV9fX9y/ f18jbbL//z8R/U+kjfz8/NCwYUNs3rwZv//+O0JCQjRahFi6dClkMpnqNmjQII21Tdrt8OHDRT4b rVq10mj7tWrVwpo1axAaGoqsrCw0adIEPj4+yM/P12iOf7t37x7c3d0xaNAg9OrVCzdv3sSECRM0 WoTguKXXETluy5cvjwkTJuDWrVvo0aMHBg4ciC5duvB7HmkUCxFaSKlUYsmSJRg3bhxq1KghOo5W GDt2LCwtLbFy5Uq1t8X+f5km+59I2yiVSnz77bfo3bs3OnfujFu3bmHUqFFCTsOoUKECJEmCJEmq 2Vp5eXmYPXs2atWqhQoVKsDR0RG///473mXC43fffVfkC3G5cuWQnJz8zvm0KQsAHDhwAA4ODjA2 NkarVq1w7ty5d3p9ScnSo0cP1edi5MiR75WvODg5OeHChQtYvHgxli1bBjc3t/furw914sQJODk5 ISkpCefOncPq1auFrd3yqnELlJ3PZ0nO8qLAwEDo6uri1q1bxZJFG8ZtpUqVsHbtWoSEhCAxMRFO Tk44ffq0kCxU9rAQoYVOnjyJBw8eYPTo0aKjaA19fX0MHz4cW7ZsUfsRFvb/yzTZ/0TaRKlUYtSo Ufjtt9+wceNGbNq0SetW1J8yZQrs7Oxw7do13Lp1C05OThg/fjxmzJjxVq/PysqCr69vkce6dOny XouYaVOWM2fOIDo6GqGhobhw4QKUSiW6du361jskpTWLuunq6mLChAk4f/48Hj16BFdXVyQkJGg0 w4EDB9CjRw94eHggNDQUzs7OGm3/bWjTZ4JZ/ltaWhqGDBkCpVL51q8pSeO2devWCA0NhZubG7p3 745Dhw6JjkRlgURaZ/jw4VLr1q1Fx9A69+7dk2QymXT8+HG1tsP+fzVN9T+RNpk6dapkaGgoHT16 VHQUacmSJVKFChWKPJacnCxt2bKlyGMKhUJq2LChZG1t/Vbb/fnnn6W9e/d+cD5tyiJJkrR06dIi 9w8fPiwBkM6cOVOqs4wcOVJydnZ+54zqkJiYKNnb20uOjo5Sdna2RtoMDg6W9PX1pS+//FJSKpUa afNNXjVuJansfj5LUpYXff7559KkSZMkANLNmzeLPYu2jFulUil98cUXkr6+vnT27FnRcaiUYyFC C9WpU0f67rvvRMfQSnXr1pVmz56t1jbY/6+nif4n0hb+/v6STCaTtm7dKjqKJEmv36F5lb59+77V l9rnz59LlpaWkq2trTRy5Ejp8uXLHxpTa7Lk5uYWub9gwQLJ1tZWysnJKdVZtGWHptD9+/clCwsL afTo0WpvKzMzU7KxsZH69OmjFUUISXr9uC2rn8+SlKXQmjVrpN9++036448/3roQUZLHrUKhkHr1 6iVVr15dysrKEh2HSjEWIrRMSkqKJJPJtOLomzYaOnSo5Obmprbts//fTN39T6QtlEqlZG9vL/Xr 1090FJV3KUQ0bNhQWrt27X8+b9myZRIA1U0mk0nffvvth0bVqiyxsbHSt99+K1WvXl26fv36W72m JGfRph2aQjt27JB0dHSkiIgItbbz3XffSZUqVZKePHmi1nbexX+N27L2+SxpWW7evCn17dtXUiqV 71SIKOnjNiUlRTI3N5fmzp0rOgqVYixEaJnw8HAJgBQbGys6ilaaP3++VKdOHbVtn/3/ZurufyJt ERoaKgGQrly5IjqKytsWIoKDgyVHR0epoKDgP58rl8ulR48eSf7+3fXaAgAAIABJREFU/tLQoUMl PT09CYC0YsWK4ogsPEt8fLxqR8DAwECaOnVqqc+ibTs0kvRPYa9OnTrS9OnT1dqGra1tsRfSPtSb xm1Z/HyWpCx5eXlS165dpcePH0uSJL1TIaI0jNtvvvlGqlWrltbMLqLSh4UILXPs2DEJgJSRkSE6 ilZavXq1ZG5urrbts//fTN39T6QtfH19JUtLS9ExinibQoRcLpfatWsn3bhx473aCA4OlkxNTaWa NWu+1+u1MUtOTo4UEBAgdezYUQLwXqfelaQs2rhDI0mSNG7cOMnV1VVt209MTJQASIGBgWpr4338 17gta5/PkpTl66+/lvz9/VX336UQ8a5ZtHHcBgQESACkpKQk0VGolOJVM7RMTk4OAGj0GtclibGx MZ49e6a27bP/30zd/U+kLdLT02FmZiY6xjubOnUqpkyZgkaNGr3X611cXDBnzhw8ePDgg6+Qoy1Z DA0N0aFDBxw9ehT29vbYtWsXswhQqVIlpKenq237GRkZAFDixq02fSaY5f87fvw4JElCt27d3rnd 4s4iirm5OYB/rhhCpA4sRGgZDvo3e/LkiVqvA87+fzN19z+RtqhWrRoePXqEvLw80VHe2pIlS9Ch Qwf07t1b9ZgkSe+8HRcXF9jY2KBcuXKlIkshAwMD9OvXDwUFBe/1+tKaRVNiYmJQo0YNtW3f2toa Ojo6uHv3rtraUCdt+kwwC7BixQosWbIEMplMdRs+fDgAoGHDhmjQoIHGsohy9+5d6OjooFq1aqKj UCnFQoSWqVy5MgAgJSVFcBLtlJKSouojdWD/v5m6+59IW3Tp0gU5OTnw8/MTHeWt7Nq1C05OTvD0 9AQA5OfnIzAwED/++OM7b+v8+fP4+uuvS0WWf4uLi0P37t3f67WlOYu6ZWRk4OjRo/Dw8FBbG6am pmjTps17HTnXFtr0mSjrWfz8/PD/2LvvsCiutg3g99J7UYoIYouKBRsgFpoIokZiRcUg1lcxRaPG kleNxkSjUWOLsRfEGAtiDGABBRQQFRCsWLEBgkjvLLvz/ZGPfUXUWNg9s7vP77r2UmCZuT17Zp15 9pwz3D9T2CWPPXv2AADS0tJw+/ZtmWVh5c8//4STkxP09PRYRyEKigoRPNOmTRtoaWkhJSWFdRRe unLlCmxtbaW2fWr/t5N2+xPCF5aWlvDx8cGiRYskU7b46qeffoKvry9cXFwkn9xpaGjAzc0NPXr0 kDxv48aNMDIywqVLlwAANTU1+Oqrr7B7925UVVWhoKAAO3bsQGpqar2T5c8++wzm5uaIi4uTiywZ GRkwNzfHhAkTcO/ePRQVFWHDhg24du0ali1bVue5ipKFz5YsWQINDQ18/vnnUt3PN998g+DgYCQk JEh1Px9LGfunvGV5H4p43MbHx+Po0aP45ptvWEchCowKETyjqamJbt264cKFC6yj8A7Hcbh48SJ6 9eoltX1Q+7+ZLNqfED755ZdfkJubi6lTp37QtAJZWLt2LRYvXvzan+no6MDNzU3yde2/QSAQAABU VVVRVFSEmTNnwtTUFN7e3tDT08Pu3bslz6lVUFAALS0t/Pzzz3KRxdjYGF27dsWRI0fQpUsXODs7 o7CwEHFxcZIpeIqWha+OHj2KjRs3Yu3atVJfv2HEiBHw8vLCmDFjkJ2dLdV9fQxl7J/yluV9KNpx ++zZM4wZMwaffvqpZGQbIVIh69Uxyb9btGgRZ2Vl9U63KlImMTExHIAPXoH9XVH7v56s2p8QPjl9 +jSnoaHBTZs2jROJREyzvOvtO6WltLSUGzlyJLP9v4yyvBmfVt8PCQnhNDQ0uK+++kpm+8zLy+Pa tm3LtW/fnsvMzJTZft+Ejtv/oSxvxpfj9unTp1y7du04GxsbLj8/n3UcouBoRAQPTZw4EZmZmYiM jGQdhVd27doFBweHD16B/V1R+7+erNqfED7p378/goODERgYiE8//RT5+fmsIzGzadMm3gzTpSz8 xnEcVqxYAR8fH/znP//Bxo0bZbbvRo0aISYmBgDg4OCg9CMc+dQ/KQu/xcXFoUePHlBXV0d0dHS9 USiENDQqRPBQq1at4OLignXr1rGOwhsZGRkIDg7GlClTpL4vav/6ZNn+hPCNt7c3Lly4gNu3b6ND hw7Yt28fb6dqSMvGjRvRu3dv9OnTh3UUysJzd+/ehYeHB5YsWYLly5fjt99+k/lwdAsLC1y6dAk9 e/aEs7Mzpk2bhuLiYplm4AM+9U/Kwl9lZWVYsGAB3NzcYGdnh7i4ODRp0oR1LKIMWA/JIK937tw5 DgB3+vRp1lF4YcKECVyLFi24yspKmeyP2r8uWbc/IXxUUFDAzZgxg1NVVeVcXV25mzdvynT/69at 4wBIHp9//rlM90/4KzQ0tE7fYDHEu6ysjFuyZAmnoaHBde/enbt8+bLMM7xKLBZzgYGBnKmpKWdh YcEFBgbKPAMdt+RN+HDc/v3335y1tTVnbGzMrV+/nvkURKJcBBynZB/ryJHPPvsM6enpSEpKgpaW Fus4zFy8eBFOTk7Yt28fxo4dK7P9Uvv/g1X7E8JXly5dQkBAAG7dugV/f3/MnTsXbdu2ZR2LECZK Skqwbds2rFu3DuXl5fj5558xdepUqKjwZ9DtixcvMG/ePOzduxd9+vTBggULMGjQILlYOJCQhsZx HMLDw7Fq1SrEx8dj4sSJ+OWXX+j27ETm+PO/BKln8+bNyMrKwrx581hHYaa0tBT+/v7w8PCAr6+v TPdN7c+2/QnhK0dHRyQmJmLz5s04d+4c2rdvDx8fHyQlJbGORojMPH/+HAsXLoS1tTWWLVuGMWPG 4Pbt2wgICOBVEQIATExMsHv3bsTFxcHAwADe3t7o0qUL9u/fj5qaGtbxCJEJoVCIoKAgdO7cGZ99 9hkMDAwQHx+PXbt2URGCMEEjInju4MGDGDt2LP7880+MHj2adRyZEovF8PHxwYULF5Camgpzc3OZ Z6D2Z9v+hPCdWCzG0aNHsWrVKiQnJ8PJyQkTJkyAj48PDAwMWMcjpEGJxWKcPXsW+/btQ3BwMAwM DPD111/jyy+/lKuF7a5du4ZffvkFhw4dgoWFBSZMmIBx48ahTZs2rKMR0uDu3r2LoKAgBAYGSm7N OW/ePNja2rKORpQcFSLkwKxZs7BlyxaEh4ejX79+rOPIzBdffIE9e/YgIiICzs7OzHJQ+7Ntf0Lk xdmzZ7Fjxw4cP34cAoEAw4YNk4woUlVVZR2PkA92+/Zt7Nu3D0FBQcjIyEDPnj0xceJEjBs3Dtra 2qzjfbBHjx5hy5Yt2L9/P7KystCnTx/4+/tj1KhRMDIyYh2PkA9WWFiIQ4cOYd++fbhw4QIsLS3h 5+eHgIAAtGjRgnU8QgBQIUIuiMVi+Pv74++//8bx48fRt29f1pGkiuM4zJ07F+vXr0dwcDCGDh3K NA+1P9v2J0TevHoCaGFhAW9vb3h7e6Nfv35yfeFGlAPHcUhOTkZYWBhCQ0Nx5coVNGvWDOPGjYO/ vz/atWvHOmKDEolEiIyMxL59+/DXX3+B4zh4eHjA29sbgwcPRtOmTVlHJORfZWZmIjw8HKGhoThz 5gwVxAnvUSFCTgiFQvj7++PYsWPYu3cvxowZwzqSVFRXV2PixIkIDg7Gnj17eLM4IrU/IeRD3L17 F4cOHUJoaCiSkpKgra2Nfv36SS5wLCwsWEckBABQUVGBs2fPIjQ0FGFhYcjKykKzZs0wePBgjBgx An379uXd2g/SUFRUhKNHj+Lvv/9GZGQkKioqYGdnJzlmu3XrRotcEl7gOA4pKSkIDQ2VFAy1tbXh 6emJIUOGYMSIETRFkPAaFSLkiFgsxty5c7Fu3TrMmzcPP/74I9TV1VnHajCPHz/G2LFjcePGDRw9 ehQeHh6sI9VB7U8I+Ri5ubk4efIkwsLCcOrUKZSUlKBVq1bw8PBAnz594ObmBmtra9YxiZKoqKhA cnIy4uPjcebMGcTFxaGyshIdOnSQXHT36dNHqS+6KysrERcXh9DQUISEhCAjIwOmpqZwdHSEk5MT PDw80K1bN6Uo0BB+SE9PlxyvUVFRyMzMhJmZGby8vODt7Y2BAwdCT0+PdUxC3gkVIuTQ7t27MWPG DNja2mL//v1o3bo160gfLTg4GFOnTkXTpk1x6NAhdOzYkXWkN6L2J4R8rIqKCsTExCAmJgbnzp1D cnIyampqYGNjA1dXV7i4uKBHjx5o3bq1Ul8IkoaTl5eHxMRExMfHIyYmBpcvX0Z1dTVatWoFV1dX uLm5wcPDg6YhvEHtp89RUVE4d+4cYmNjUVRUBBMTE7i4uMDV1RU9e/ZEly5doKmpyTouUQBVVVW4 evUqLl68iHPnzuH8+fN48eIFjIyM4OTkBDc3N/Tt25dG6RC5RYUIOZWWlgZfX1/cvXsX3333HebN myeX//E9fPgQM2bMQFhYGKZOnYr169fLxfxpan9CSEMqLS1FXFyc5GQzMTERQqEQRkZGsLe3r/No 3rw567iE54qKipCcnIykpCTJ4+HDhwCANm3awMXFBW5ubnBzc4OVlRXjtPJJJBIhNTUV58+fR0xM DGJjY1FQUAB1dXXY2trCwcFBcsx26tQJampqrCMTHhMKhbhx40adY/b69esQCoUwNjaGs7Mz3Nzc 4Orqii5dutB6D0QhUCFCjgmFQqxfvx7Lli1DkyZNsGTJEvj6+srFm1Nubi7Wrl2LjRs3omXLlti8 eTPc3NxYx3ov1P6EEGmprKzE1atXkZSUhMTERCQlJeH27dsQiUQwNTVF165d0bFjR8mjQ4cOMDQ0 ZB2byJhQKMTdu3dx8+ZN3LhxA7du3cK1a9dw//59cByHpk2b1rkgtre3h4mJCevYConjONy7d09y EZmYmIiUlBSUlZVBW1sbtra2sLW1Rfv27dGpUyd06NABzZo1Yx2bMPD06VPcunUL169fR1paGq5f v47r16+jsrISenp66NatW51jtk2bNjTigSgkKkQogIyMDCxatAh//PEHWrdujQULFmDMmDHQ0tJi Ha2ep0+fYtOmTdiyZQt0dHTw3Xff4csvv5TrtRao/QkhslBaWoqUlBQkJSXh2rVruHHjBtLS0lBW VgYAsLa2Rvv27WFra4t27dqhdevWaN26NaysrGgOu5zLz8/HgwcP8ODBA0nh4ebNm7h79y6EQiHU 1NTQqlUr2NraomPHjrCzs4O9vT1Ns2BMJBIhLS0NSUlJSElJkbxu2dnZAABDQ0N06NABnTp1Qvv2 7dGmTRu0bt0arVq1kstRluR/Kisr8fDhQzx48AD37t1DWlqapFhYVFQEALCwsJAUk2uLDzY2NnLx gRYhDYEKEQrk/v37+O677xASEgJDQ0OMHz8eU6ZMYT7fXygU4vTp09i+fTtOnDgBU1NTfPvtt5g+ fTp0dHSYZmtI9+/fx/Lly3HgwAHo6enB39+fd+0fHh4OLS0tLF26FF9++aVCtT8hyojjODx69Ehy gVP7uHPnjqRAoampiZYtW0oKE7WPFi1awNLSEkZGRoz/FaSyshIZGRnIyMiQFBxqH+np6SgoKAAA qKmpoUWLFpJRMLWfsLdv354uXOVIXl4ebt68WedT8Zs3b+L58+cAAIFAACsrK0lRovaYbdmyJays rNCkSRMqLjImFouRnZ2NjIwMScHh5UdmZiZqL7HMzc3RoUMHSdGp9s9GjRox/lcQwhYVIhTIo0eP 4O7uDl1dXQwZMgQHDhzAw4cPYWNjgxEjRmDo0KHo1q2bTCqtJSUliI6ORkhICEJDQ1FQUAB3d3dM mzYNQ4YMgYaGhtQzsJKTk4Pdu3djx44dvGt/FxcXrF69GgMGDMCBAwdoJAQhCiw7O1tyIfvqSXLt BQ8A6OjowNraGpaWlrC0tESzZs1gaWkJKysrWFhYwNzcHCYmJrR+zAcQiUTIzc3FixcvkJ2djczM TDx58gRZWVnIyMjA06dPkZWVhdzcXMnv6Orq1ikYvXwham1tTe/bCqykpKTO8fry3588eYKamhoA gLq6Opo0aYJmzZrBysoKTZs2hbW1NZo2bQorKyuYmprC3Nycpmt9oKKiIuTk5CA3NxcZGRnIysrC kydPkJmZiczMTDx9+hTPnj2TvB5qamqwtrZ+43FLd7Eg5PWoEKEg7ty5g379+sHc3BwRERFo3Lgx xGIx4uPjERISgmPHjuHx48cwNDSEk5MTnJyc0L17d3Tq1Omjh27W1NTg3r17uHHjBi5evIjY2Fik pKRALBajV69eGD58OIYPH44WLVo0zD9WTvC1/ePi4vDpp5/C2dkZwcHBvJxCQgiRrtLSUjx58kRy Ifz06VPJCffjx4+RlZWF/Pz8Or+jq6sLMzMzmJmZwcTEBKampjAxMYG5uTmMjY1hYGAAY2NjGBoa wsDAQPKnIoy8qqmpQVFREYqKilBYWIiioiIUFxdLvn7x4gWeP3+O58+f48WLF5Liw4sXL+psR1tb G1ZWVpKCz8sXkbXFH3Nzc0b/SsJnQqEQGRkZkgvhzMzMOsWsJ0+eICcnByKRSPI7GhoaMDExgYmJ yWuPXSMjo3rHq6GhocIUMGqP2ZeP1+LiYhQWFtY5Rl8+dl+8eIHq6mrJNlRVVSVFn9pj9NVj2MrK ihYjJeQDUCFCAaSlpcHDwwOWlpY4derUG4d63bhxQ7Iie1xcHLKysgAAjRo1Qtu2bSVvtGZmZjA0 NISmpiZ0dHSgqamJkpIS1NTUoKSkBMXFxXj69ClycnLw5MkT3L17F9XV1VBTU0P79u0lt55zcXGh E6qX8Kn9k5KS4OXlhR49eiAkJIQ+6SSE1FNRUYHMzMy3nrDn5uYiJycHhYWFKC4ufu121NXVJRc4 xsbGUFVVhYGBAdTU1KCvrw91dXXo6elJ/tTQ0ICurq7k9w0MDF47kszY2Lje98rKyupcRNQqKiqC WCwG8M8FXWlpKaqrq1FWVoaqqiqUl5dL/qysrERFRQVKS0slFy/l5eWv/bdpa2vDyMhIcrFnbm4u uch79evai0BCpKWmpkbySX52drbkOH3x4oXk+y9/r7CwsE7h4mUvFyk0NDRgaGgIFRUVyZ9GRkYQ CASS4/Dl41FLS+u15xW6urr1RsTWHoevqqioQGVlpeTr2ulJBQUF4DgOhYWFEIvFkmO7qKgI1dXV dQqEr6OiogJjY2PJMfpqkaa2UFN77Jqbm1ORgRApoUKEnEtNTUX//v1hY2OD8PBw6Ovrv/Pv5uXl 4fr167h58ybu378vGTaak5OD4uJiVFVVobS0FEKhUHKSqK+vDwMDA1haWqJJkyawsrKCjY2NZL4q zVF9d6zb/8qVK+jfvz86deqEsLAwGjpICPloP/30E5YuXYpRo0Zh+vTpdT6FrL04EIlEKCoqkhRX Xy0M1BYCAEguOF5V+7uvqi3gAv+MShOLxVBTU5MUdQHUK4DU/k7txZO2tja0tLSgp6f32k+KX71A I0SelZWVvXbEQG1x8eUL/NpjVywWSwoBLxcEatWeu9TU1EBFRUWynsXLBcFatcWNV9Uen7VqCyDG xsYQCAQwMjKS/G5tcbO2YGJgYAAjIyMYGRnVOYZPnDiB6dOnw8vLC4GBgWjcuLGUWpUQ8i6oECHH ZHEhefjwYYwePRrUTdiQdvvXFrLatWuHEydOvFchixBCalVVVSEgIABBQUFYvnw55s+fzzoSZs+e jcjISFy/fp11FEKUUpcuXeDh4YG1a9eyjiKRmJiI0aNHQygU4sCBA3B2dmYdiRClRUvuyqmkpCR4 enrCwcEBJ0+epE+zyQfp2rUrzp8/j/T0dLi7u9ebE04IIf8mKysLrq6ukvVw+FCEAABPT0/cuHED GRkZrKMQonTy8vJw48YN9O3bl3WUOhwcHJCSkoKePXvC3d0dS5curTdKgxAiG1SIkENxcXFwd3dH r169cOzYMZrfTz6KjY0NoqOjkZ2dDU9PT+Tl5bGORAiREwkJCbC3t0dBQQEuXrwIb29v1pEkXF1d oampiaioKNZRCFE6UVFREAgEcHJyYh2lHkNDQxw+fBhr1qzBzz//DE9PT2RnZ7OORYjSoUKEnDl3 7hwGDhwILy8vHDt2jO54QBpE27ZtERsbi4KCAnh4eNS5lRwhhLzOH3/8gX79+qFr1664dOkS2rdv zzpSHTo6OujduzciIyNZRyFE6URHR8Pe3h5GRkaso7yWQCDAzJkzER8fj8ePH6NLly6IiIhgHYsQ pUKFCDly6tQpDBw4EIMHD8aff/5J9xInDapFixaIiYlBaWkpXF1dJXf1IISQl4lEIixYsADjxo3D jBkzEBYWxtuLDU9PT0RGRtI6R4TIWFRUFNzd3VnH+Ff29va4cuUK+vbti4EDB2LBggVvvJMIIaRh USFCToSHh2PYsGEYNmwYgoKC6FZCRCqsra0RGxsLgUAAd3d3ZGZmso5ECOGR/Px8DBgwABs2bEBg YCBWrlwpWRGfj/r374+cnBxcu3aNdRRClMazZ89w584d3q0P8SYGBgY4ePAg9uzZg40bN8LDw4M+ jCFEBvh79kAkgoODMWzYMIwbN46KEETqmjRpgqioKKirq8PJyQkPHz5kHYkQwgPXr1+Hg4MDbt++ jdjYWIwbN451pH/VrVs3mJqa0vQMQmTo7Nmz0NDQQO/evVlHeS/+/v6Ij49HZmYmunbtilOnTrGO RIhCo0IEzx06dAi+vr6YPHkytm3bxutPnojiMDc3x9mzZ2FgYAA3Nzc8ePCAdSRCCEPh4eFwdnaG hYUFkpKSYG9vzzrSO1FRUYG7uzsVIgiRoejoaPTs2RO6urqso7y3bt26ITk5GR4eHhg0aBBmzpwJ oVDIOhYhComuannswIED8PPzwzfffIMtW7ZAIBCwjkSUiJmZGWJiYtCkSRP07dsX9+7dYx2JECJj HMdh1apV+OyzzzB69GhERUXB3Nycdaz34unpifPnz6OiooJ1FEKUQlRUlNxMy3gdfX19HDhwAHv3 7sXOnTvh7OyMR48esY5FiMKhQgRP7dixA+PGjcOcOXOwevVq1nGIkjI2NkZERAQsLS3h7OyMGzdu sI5ECJGR0tJS+Pj4YNGiRVi3bh22bdsGDQ0N1rHem5eXFyorKxEXF8c6CiEKLz09HY8ePZKLhSr/ jb+/PxITE1FWVgYHBweEh4ezjkSIQqFCBA9t3boVAQEBmDt3LlauXMk6DlFyhoaGOHPmDDp06IB+ /frRom+EKIGnT5/C1dUV586dQ0REBGbMmME60gezsrKCjY0NTc8gRAaioqKgo6MDR0dH1lEaRIcO HXD58mUMGzYM3t7emDlzJqqrq1nHIkQhUCGCZ9auXYsvvvgCP/zwAxUhCG/o6uoiLCwMnTt3hpub Gy5fvsw6EiFESmJjY2Fvbw+RSITExES5HmJdq/Y2noQQ6YqOjoaTkxM0NTVZR2kw2tra2L59O/bu 3Ytdu3bRQt6ENBAqRPDIqlWrMHfuXPz6669YtGgR6ziE1KGjo4O///4bDg4O8PLywsWLF1lHIoQ0 sO3bt6Nfv35wc3PDhQsX0KJFC9aRGoSnpyeuXr2K7Oxs1lEIUWjnzp1TiOLl6/j7+yMpKQlVVVXo 1q0bjhw5wjoSIXKNChE8sWrVKnz33XfYsGEDvvnmG9ZxCHktbW1thIaGwtXVFZ6enoiJiWEdiRDS AKqqqjBlyhQEBARg9uzZOHjwIHR0dFjHajBubm5QU1PD2bNnWUchRGGlpaUhMzNTYQsRAGBjY4NL ly5h/PjxGD16NE3VIOQjUCGCB77//nv897//xc6dO/H111+zjkPIW2loaODw4cPo378/Bg8eTCf2 hMi53NxceHl54fDhwwgJCcHKlSsV7i5N+vr66NWrF03PIESKoqKioK+vDzs7O9ZRpEpLSwsbNmzA 4cOHERgYiN69e9Ntzgn5AFSIYIjjOMyaNQsrVqzA7t27MWnSJNaRCHkntcWIYcOG4bPPPkNERATr SISQD5CSkgJ7e3tkZmYiISEBQ4cOZR1JamrXieA4jnUUQhRSdHS0ZPSRMhg5ciQuX74MkUiE7t27 4+DBg6wjESJXqBDBCMdxmDlzJjZt2oS9e/di/PjxrCMR8l5UVVWxd+9e+Pj4wNvbG8ePH2cdiRDy Hg4ePAgnJye0b98ely9fRseOHVlHkipPT09kZWXh1q1brKMQonDEYrFCrw/xJm3btkVCQgImTJgA X19f+Pv7o6KignUsQuQCFSIYEIvFmDJlCrZt24bDhw/Dz8+PdSRCPoiqqir27NmDKVOmYNSoUQgJ CWEdiRDyL0QiERYsWABfX1/4+fkhLCwMxsbGrGNJnb29PRo1akTTMwiRgmvXruHFixdwd3dnHUXm aqdqhISEIDQ0FH369MG9e/dYxyKE96gQIWMikQiTJk3CH3/8gSNHjmD48OGsIxHyUQQCAX777TcE BARg1KhR2L9/P+tIhJA3KC4uxrBhw7B+/Xrs2bMH27ZtU5ph1Kqqqujbty8VIgiRgqioKDRu3Bi2 trasozAzbNgwpKamQlNTE3Z2djhw4ADrSITwmnKcffCESCTChAkTJBVTT09P1pEIaRACgQDr16+H qqoqJkyYAJFIRNONCOGZe/fuYciQISgqKsL58+fRo0cP1pFkztPTE7Nnz0ZVVRU0NTVZxyFEYURH R6Nv375QUVHuzzibN2+O8+fPY/HixfDz88OpU6ewdetWhboLESENRbnfLWSouroao0aNwrFjx/D3 339TEYIoHIFAgF9//RX//e9/MWnSJOzevZt1JELI/zt58iR69OgBIyMjJCUlKWURAgC8vLxQXl6O CxcusI5CiMKoqanB+fPnlW59iDdRV1fHypUrcezYMYSHh8Pe3h43btxgHYsQ3qFChAzUFiEiIiIQ FhaGfv36sY5EiNQsW7YMK1aswJQpU7Bp0ybWcQhRahzHYdWvzlbaAAAgAElEQVSqVRg8eDA+/fRT nD17FhYWFqxjMdOiRQt88sknND2DkAaUlJSE4uJipVwf4m2GDBmClJQUGBsbo0ePHtixYwfrSITw ChUipKy8vBze3t44d+4cIiMj4ebmxjoSIVI3f/58rFy5EjNnzsT69etZxyFEKVVWVmL8+PFYtGgR VqxYgf3790NbW5t1LOZqb+NJCGkYUVFRsLCwgI2NDesovGNtbY1z585h3rx5CAgIgL+/P8rKyljH IoQXaI0IKSovL8dnn32GK1euICIiAg4ODqwjESIz8+bNg6qqKmbPno3S0lIsWrSIdSRClEZGRgaG DRuG9PR0nDp1ikbivcTT0xPbtm1Dbm4uTE1NWcchRO5FR0fTaIi3UFNTw9KlS2Fvb48JEybA3t4e hw4dQufOnVlHI4QpGhEhJaWlpRg8eDCuX7+OmJgYKkIQpTRnzhz8/vvvWLJkCRYsWMA6DiFKIT4+ Hvb29qiqqkJiYiIVIV7Rr18/qKqqIioqinUUQuRedXU1EhISaH2IdzB48GCkpqbCxMQEjo6O2LBh A+tIhDBFhQgpKCwshKenJ27duoWzZ89SxZMotYCAAGzbtg2rV6+mYgQhUrZ9+3a4u7vDwcEBcXFx aNWqFetIvGNgYAAHBweankFIA0hISEBZWRmNiHhHVlZWiI6Oxvz58zF79myMHDkSRUVFrGMRwgQV IhpYQUEBvLy8kJmZidjYWHTq1Il1JEKYmzJlCoKCgrB27Vp8++23rOMQonBqamqwYMECBAQEYNas WTh+/DgMDAxYx+ItT09PnD59mnUMQuRedHQ0mjdvjpYtW7KOIjdqp2pEREQgPj4ePXr0QGpqKutY hMgcFSIa0PPnz+Hm5oacnBxER0ejTZs2rCMRwhtjx47F/v37sXHjRkyfPh1isZh1JEIUwosXL9C/ f39s3rwZwcHBWLlyJVRU6L/3t/H09ERGRgbu3LnDOgohci0qKgoeHh6sY8ilfv364erVq2jevDl6 9uxJUzWI0qEzlQaSk5ODfv36obi4GNHR0WjdujXrSITwzujRo3H06FHs2bMHAQEBVIwg5CNdvXoV Dg4OePz4MRISEjB8+HDWkeSCo6MjDA0NERERwToKIXKrvLwcly9fpvUhPoKZmRlOnjyJBQsWYM6c ORg+fDgKCgpYxyJEJqgQ0QCePXsGd3d3CIVCxMXF0fA0Qt7C29sbISEhCAoKwrhx41BTU8M6EiFy 6fDhw+jTpw+sra2RkJBAUwHfg5qaGvr27UvrRBDyEeLi4lBVVUW3pv9IqqqqWLp0Kc6cOYNLly6h W7duuHjxIutYhEgdFSI+0pMnT+Ds7AyO4xAVFQVLS0vWkQjhvUGDBuHYsWM4duwY/Pz8qBhByHvg OA6rVq3CmDFj8Pnnn+PMmTMwMzNjHUvueHp6IiYmBkKhkHUUQuRSdHQ0bGxs6Ny3gbi5uSE1NRXt 27eHi4sLVq1aBY7jWMciRGqoEPERHj16BDc3N+jr6+P8+fNo2rQp60iEyI0BAwbg1KlTCA8Ph6+v L10MEPIOSkpKMHz4cCxZsgQ7d+7Etm3boK6uzjqWXPL09ERJSQl98kjIB4qKiqK7ZTQwU1NTnDhx AqtXr8bixYsxdOhQ5Ofns45FiFRQIeID3blzB05OTjA2NsaZM2dgYmLCOhIhcsfFxQUnT55EREQE hg0bhsrKStaRCOGt+/fvo2fPnoiPj8fp06cxadIk1pHkWps2bdCyZUvJ9IyamhpcuHABy5cvx61b txinI4RfNm/ejD/++APPnj0DABQVFSE5OZnWh5ACgUCAmTNn4syZM0hOTkbXrl0RHx/POhYhDU6N dQC+qqmpQVVVFXR1dev9LC0tDR4eHrC0tMSpU6fQqFEjBgmlw9vbG48ePZJ8XVJSAg0NDdja2tZ5 3tSpU/H111/LOJ3iU8b2d3JywtmzZ+Hl5YVhw4YhJCQE2trarGMRwiunT5+Gr68vWrRogaSkJFhb W7OOpBAcHR2xf/9+pKamIioqCmVlZQAATU1NdOjQgXE6Qvhj9uzZqK6uBgC0bt0a7dq1g1gsRufO nRknU1wuLi5ITU3F+PHj4ebmhoULF+L777+nuyIRhUGFiDeYPn06Tp48iQsXLtQ54UtNTUX//v1h Y2OD8PBw6OvrM0zZ8B4+fIibN2/W+/6NGzfqfF1SUiKrSEpFWdvf3t4ekZGR6N+/PwYOHIiwsDDo 6emxjkWITFRWVmLRokWYPXv2a6f4bd++HV9++SV8fHywc+dO6OjoMEipGIqKihAZGYnIyEicPHkS T58+haqqKp4+fSpZq0ZNTQ3GxsaMkxLCL8bGxsjJyQEAPHjwAE+ePAEA2NjYoH379vDy8oK7uzsG DBgANTW6vGgoJiYmCAsLw8aNGzF37lzEx8dj//79MDc3Zx2NkI9GJbXXSE9Px549e/Ds2TM4Ozsj MzMTAHDlyhV4eHigQ4cOOHHihMIVIQDA39//nf4DGTVqlAzSKB9lbv/u3bvjzJkzuHXrFgYOHKhw xRZC3mTlypVYu3YtvL2960xPqqqqwsSJE/HFF1/gp59+woEDB6gI8ZEGDx6MUaNGYc+ePXj69CkA QCQS1Vkwt6amBo0bN2YVkRBeMjU1rfO1UCgEx3HgOA63bt3Cb7/9Bm9vb7oTjRTUTtWIj4/HgwcP YG9vj9jYWNaxCPloVIh4jZ9++gkqKioQi8V49uwZnJyccOrUKXh6esLBwQEnT55U2E9rfX19IRKJ 3vhzgUAAe3t7fPLJJzJMpTyUvf27du2K8+fPIz09He7u7rRAE1F49+7dw4oVKwAA165dw9SpUwEA WVlZcHFxQUhICI4dO4b58+ezjKkwvvzyS3Ac96+L4yrSlEtCGoKFhcVbf85xHLp3747+/fvLKJHy cXBwQEpKCnr27Al3d3csXboUYrH4jc9/2/kkIXxAhYhXPH78GEFBQZKTFKFQiMzMTAwfPhw9evTA X3/9pdDz15s1awZHR8c3zj9TVVWFv7+/jFMpD2r/f4Z5RkVFITs7G56ensjLy6v3nKysLPz5558M 0hHSsL766ivJ32tqarB//37MmjUL9vb2KC0tRVJSEry9vRkmVCxjxoyBj4/Pv95phEZEEFKXhYUF VFVV3/hzgUCAffv2vfU55OMZGhri8OHDWLNmDX7++Wd4enpKFhB92b1799CoUSMEBgYySEnIu6FC xCuWLVsGgUBQ53tCoRA1NTV4/PgxSktLGSWTnXHjxtVrg1pisRg+Pj4yTqRcqP2Bdu3aITY2FgUF BfDw8EBubq7kZ9nZ2XB2dsbnn3+OpKQkhikJ+TgHDx5EZGRknU/nOY7Dxo0b0b59eyQkJKBNmzYM Eyqm7du3o1GjRm9d8I1GRBBSl5mZ2RuLDKqqqvjpp5/QsWNHGadSTrVTNS5cuIDHjx+ja9euiIiI kPy8qqoKI0aMQElJCb788kvJeh6E8A0VIl7y+PFj7Nu377VDNoVCIe7fvw9XV1eFHy7+pvUHVFVV 4ebmhiZNmsg4kXKh9v9HixYtEBMTg5KSEri6uiIrKwu5ublwdXWVLDC3ePFi1jEJ+SDFxcWYOXPm G4uOiYmJeP78uYxTKQcjIyMEBQWB47g3PocKEYTUZWpq+tr3KzU1NXTp0gVz5sxhkEq52dnZ4cqV K+jbty8GDhyIBQsWQCQSYdasWbh16xY4jkN1dTXGjRv31vc7QlihQsRLfvzxxzeeFAL/FCPu3LmD /v37o7y8XIbJZMvExAT9+vV7beV73LhxDBIpF2r//7G2tkZsbCwEAgHc3Nzg6uqKhw8fSkYpnTp1 ComJiaxjEvLeFi5ciPz8/NfO7xWLxaisrMSAAQNQVFTEIJ3i8/T0xJQpU167OLC2tjY0NTUZpCKE v8zMzOos6lqLpmSwZWBggIMHD2LDhg1Yv349HB0dsWXLFsn6EEKhEHFxcdi2bRvjpITUR4WI//fw 4UPs3bv3XxewAoC0tDTJatuKys/Pr171VEVFBUOHDmWUSLlQ+/+PhYUFQkJC8OzZM9y7d6/OMaqm poYlS5YwTEfI+7ty5Qp+//33157U1xIKhXj8+DH8/PxkmEy5rFu3DlZWVvUuoAwNDRklIoS/zMzM 6i1+qKqqiuXLl9OUDB746quvEBISglu3btX7UFUsFmPWrFm4f/8+o3SEvB4VIv7f8uXL3zhfVCAQ QFVVFUZGRli4cCGePHmCdu3ayTihbA0dOrTOYl5qamoYNGgQjIyMGKZSHtT+/1NWVoaJEyeiqqqq 3oVbTU0NTp48SaMiiNwQi8WYPHnyW9cnAP455kUiERISEuhWtlKiq6uLP/74o17Rl6ZlEFKfmZlZ na9rp2TMnj2bUSLyMqFQiCVLlqCmpua10zBEIhH8/PzeepcNQmSNChH4Z22IwMDAeqMhVFRUIBAI 0LRpU6xduxaZmZlYunSpUqymra+vj8GDB0suhmvfwIhsUPv/o7y8HAMGDEBiYuIbRyupqalh6dKl sg1GyAfaunUrrl69+sYhzqqqqlBRUYGzszP27t2LJ0+eQF9fn0FS5dC7d298++23dUZFmJiYMExE CD+ZmprW+ZqmZPDL3LlzkZKS8sZzJaFQiMTERGzatEnGyQh5MwFHq5dgypQpdRapVFNTQ01NDdq3 b48FCxZg7Nixr51HquiOHTuGESNGgOM46Ojo4MWLFwp961K+ofYHhg8fjmPHjv3r8wQCARITE2Fn ZyeDVIR8mJycHLRp06beCIfa/3M6d+6MSZMmwdfXt96nj0R6qqqq0K1bN9y7dw8ikQgjRozAkSNH WMcihFcqKiqgo6MD4J8pGT///DPmzp3LOBUBgBMnTmDw4MHvtCClpqYmrl27hrZt28ogGSFvp/Qj Ih49eiRZG6K22NCnTx+cPn0at27dgr+/v1IWIQBg0KBB0NXVBQCMGDFC6S6CWaP2/6cNTExMJJ8S vwndQYPIg1mzZqGsrAwAJKOdmjdvjsWLF+P+/fu4evUqZs6cSUUIGdPU1MSBAwcA/HP7VGUY9UjI +9LW1pach9CUDH4pLy+XrG2joaHx1ueKxWL4+fnVW++DEBbqjYiorKzEiRMnlKaDbtu2DWfPnoVA IECPHj0wdOhQtG7d+q2/06RJEzg7O0slD9/af8uWLYiOjsbChQvRpUsX1nEAUPuzJs32f53q6moc PHgQy5YtQ3p6OlRUVN74+ly+fBkODg4ftB+RSIScnBzk5OSgsLAQIpEIJSUlqKmpgY6ODjQ1NaGt rQ0jIyNYWFgo7DzyR48e0ZobUnDr1i3JFCIdHR24uLjA2dkZbdq0kfq+HRwc0KJFC6lsW5H6y7Fj x/Dnn39i2LBh8PX1ZR2HGWn2F3mnSP39QwQEBKC4uBirV6+GpaUl6zgNQlH6u1gsRkpKCkJDQxEU FIT09HSoq6u/dqqGqqoqVqxYgXnz5n30fjmOQ2FhIYqLi1FSUoKqqirJuVOt4uLiOudt2tra0NLS knxde46lr68veejp6X10NsJ/9QoRISEhGDFiBKs8ckFNTe2d7q7xIaj9/x21P1vSbP+3EYvFCA8P xw8//IDk5GTJcPZa6urq8PLyQmho6Fu3U1FRgcTERFy7dg03btzAzZs38eDBAzx//vy9ClBaWlqw srJCu3bt0KlTJ3Ts2BHdu3dHhw4d3nobYL7z9fXFwYMHWccgDWjMmDH4888/pbJt6i+KR5r9Rd5R f1c8itrfb968ibCwMISEhCAxMREqKirgOE6yWKW6ujqSk5Nha2tb73eLi4uRnp6Op0+fIjc3F1lZ WcjNzUVOTg6ePXuG3NxcFBYWoqSkBKWlpVLJLxAIYGRkBAMDAxgZGaFp06YwNTWFubk5mjRpAjMz M1hYWKB58+awtrb+15EghJ/qzTmoPbGnpSNe7/Dhwxg9erTUtk/t/3bU/mxJu/3fRkVFBd7e3vD2 9kZcXByWL1+O06dPSwojQqEQYWFhSExMrDMqQiwW49KlSzhx4gRiYmKQmJiIqqoqNGrUCJ06dYKt rS1GjhwJCwsLNG3aFObm5mjUqBFUVFSgr68PNTU1lJeXo6qqCpWVlcjPz0dWVhaePXuGp0+f4tat Wzh16hTWrVuH6upqmJqawtnZGX379sVnn30Ga2trJu31oUQiEXx8fHD48GHWUUgDGDVqlFRHeFF/ USzS7i/yjvq7YlHk/t6xY0d07NgR8+fPx+PHj/HXX3/h6NGjiI+PB8dxEAqFGDFiBL799lukp6cj PT0dDx8+xMOHD5GXlyfZjp6eHiwsLGBmZgYzMzPY2trC1NQURkZGktELxsbGkr9raWlJRjjU0tXV rVMoKC0trfOBVu0IitpRFbWPoqIiFBcXo6CgQFIMuXnzJrKzs5Gbm4vq6moA/4zwsLS0RKtWrdCy ZUu0bNkSNjY26NixI9q0aVPnLnSEX5Rz8QNCiFxzcnLCyZMnkZqaipUrVyI4OBgqKioQCoX44Ycf EBYWhvj4ePzxxx84fvw4srKy0Lp1a7i5uWHq1KlwdXV9rwKBjo6OZJEuCwuL194zvaamBqmpqTh/ /jzOnTuHRYsWYcaMGbCzs8OIESPg7++Ppk2bNlgbEEIIIYT8m+rqajRu3BiOjo7Q0NBAamoq8vLy cO/ePcyaNQtt27ZFy5Yt4eLiggkTJkgu5ps3by4592lIr067MDY2/qDt5Obm4tGjR5ICSu0jNjYW Dx8+hEgkgoaGBtq1a4cOHTqgU6dOsLOzg6Ojo8JOr5U3VIgghMitrl274uDBg3j48CHWrFmDXbt2 ITw8HO3atcPdu3fRuXNnTJs2DcOGDXvt8MOGpKamBnt7e9jb22P27Nmorq5GVFQUjh07hrVr12Lx 4sXw9vbG9OnT4enpKdUshBBCCFE+paWliIuLw6VLl3D58mVcunQJeXl50NDQkIyS8PDwkPy9ZcuW cjud1NTUFKampq9dG6yyshJpaWm4deuWZBru7t27JQubt23bFo6OjujRowd69+6Nrl27vnVRdCId VIgghMg9U1NTtG3bFoaGhigoKEDHjh2xefNmeHh4MMukoaGBAQMGYMCAAdi0aROOHz+O7du3w8vL C7a2tli0aBFGjhwptycAhBBCCGFLJBIhNTUVZ86cwZkzZxAbG4uqqipYWFjAzs4Oc+fORZ8+fWBn Z6dUd1/T0tJCt27d0K1btzrfLyoqQmJiIuLi4pCcnIwffvgBL168gL6+PhwdHeHh4QEPDw+6HbyM UCGCECK3xGIxtm3bhsWLF0MoFGLGjBmYNWsW74bcaWhowMfHBz4+Prhy5Qp++OEHjB49Gg4ODvjt t98++E4fhBBCCFEuRUVFCA0NRUhICCIjI1FaWormzZujX79+2LNnD9zd3WFubs46Ji8ZGhpKig3A P2vC3bhxA2fOnMHZs2fx008/YcGCBWjevDmGDBmC4cOHw8nJCaqqqoyTKyYag0IIkUtXrlxBz549 MXPmTEycOBEPHz7Ejz/+yLsixKu6d++O48ePIzk5GTo6OujZsyemT5+OwsJC1tEIIYQQwkOFhYXY tWsXBg0aBDMzM0yePBnl5eVYvXo17t27h0ePHmHXrl3w9fWlIsR7EAgEsLW1xaxZsxAWFob8/HzE xsZi3LhxOHv2LNzc3NC0aVNMmzYNkZGRkruOkIZBhQhCiFzhOA6//PILevbsCW1tbaSkpGD16tW8 L0C8qlu3boiKikJgYCD++usvdO3aFRcuXGAdixBCCCE8kZycjGnTpsHKygpfffUVVFVVsWnTJmRk ZODUqVMICAjAJ598wjqmwlBXV4eTkxN+/PFH3LhxA+np6fjvf/+LmzdvwsvLC82aNcOCBQuQnp7O OqpCoEIEIURuFBQUYMCAAVi0aBGWL1+OmJiY197BQl4IBAL4+fnh+vXr6NSpE1xdXbF69WrWsQgh hBDCSElJCdasWYM2bdrA3t4eKSkpWLt2LXJychAaGoqpU6fC1NSUdUyl0LJlS8ycORNxcXFIS0uD n58fAgMD0aZNG/Tv3x/h4eHgOI51TLlFhQhCiFx4+vQpnJ2dkZaWhvj4eMydO1dhFno0MTFBaGgo Vq1ahe+++w5ffPGFwt7bnBBCCCH1vXjxAt9//z2aN2+OZcuWYdCgQbh27RouX76MadOmwcDAgHVE pdauXTusWrUKT548QUhICNTU1ODt7Y1u3brh4MGDdN72AagQQQjhvfv376N3795QUVFBQkKCQi7u KBAIMHv2bAQHB2Pv3r0YM2YMampqWMcihBBCiBSVlJRgwYIFaNGiBbZs2YJZs2bh8ePH2LBhg9Rv PU7en7q6OoYMGYITJ04gJSUF7du3h5+fH2xsbHDkyBHW8eQKFSIIIbz27NkzeHl5oWnTpjh//jws LS1ZR5KqoUOH4vTp0zhx4gSmTZtGQ/4IIYQQBcRxHAIDA9GuXTvs2LEDP/74Ix49eoTFixfD2NiY dTzyDrp06YI///wTt2/fRu/evTF69Gj07dsX165dYx1NLlAhghDCW+Xl5Rg4cCA0NDQQHh4OIyMj 1pFkwtnZGUeOHEFQUBB++OEH1nEIIYQQ0oBqR3pOnjwZw4YNw927dzFr1izo6uqyjkY+wCeffILA wEBcvHgRFRUV6N69O+bMmYOqqirW0XiNChGEEN6aM2cOnjx5glOnTsHExIR1HJkaNGgQNm3ahB9/ /BExMTGs4xBCCCGkARw4cAB2dnaorq7GlStXsHnzZjRu3Jh1LNIAevTogYSEBGzfvh07d+5E7969 ce/ePdaxeIsKEYQQXgoNDcW2bduwY8cONG/enHUcJqZNm4bhw4dj3LhxKCwsZB2HEEIIIR9IJBJh 2rRp8PPzw8SJE3HhwgV07tyZdSzSwAQCASZNmoTk5GSoqKjAzs4Of/31F+tYvESFCEII71RXV2PW rFkYO3YsRowYwToOU9u3b0dVVRVWrFjBOgohhBBCPoBQKISvry/279+PkJAQrF+/HpqamqxjESn6 5JNPEB8fj88//xw+Pj44cOAA60i8Q4UIQgjv/P7778jKysLPP//MOgpzxsbGWLx4MTZt2oTHjx+z jvNa69evh0AgkDz8/PxYR1IYYWFhddq2Z8+erCN9NOov0qOI/UXeUX+XHnnp70KhECNHjsSpU6dw 4sQJDB06VCr7ob727mTVdzQ0NLBlyxbMnj0b/v7+CAwMlMp+5BVvCxGFhYVYs2YNevTogUaNGsHI yAhubm44cOAArl+/jtWrV7OOqBQCAgJw5coV1jGUjjL3f7FYjHXr1mH69Olo1qwZ6zi8MG3aNJiZ mWHz5s2so7yRrq4uOI4Dx3HYv3+/zPb7/PlzjB49GgYGBmjevDmv2+hDDB48WNKukydPZh2nwbyp vyj66yltitpf5B29P0qHvPT3JUuW4OzZs4iIiICrq6tU9/WmvpadnY3ff/8d7u7u+OqrrxpkX99/ /32di3l1dXU8f/78g7Yl63yy7jurVq3C/PnzMXXqVCQnJ0t9f/KCl4WIhIQEdO7cGdu3b8fs2bNx 584dZGVlYcOGDYiPj0eXLl0+uKOTd5eTk4PAwECsWbOGdRSlouz9/8yZM3jy5An+85//sI7CGxoa Gpg4cSL27dsHoVDIOg5vlJSUwMnJCVVVVXj06BEOHz6MxYsXY9WqVayjkQ9ArychDYeOJ344d+4c fvnlF6xfv57piI3vvvsOW7duRXR0NGpqaj56eyUlJdi0aVOd7/Xv3x9mZmYKma8h/Pjjj3B1dcXo 0aNRXFzMLAef8K4Q8fDhQ3z66afQ1NREYmIixowZA1NTU+jo6KBLly7YvHkzNmzYgLy8PNZRFd7W rVvx9ddf48iRI7wdEq5oqP8DBw8eRK9evWBjY8M6Cq9MnDgRz58/R3R0NOsovLFs2TI8evQIu3bt QqNGjeDo6IiZM2di8eLFePToEet45D3R60lIw6Hjib3q6mpMmDABw4YNw5QpU5hm2bNnD1JSUhps XYrff/8dO3fulIwq4DgO4eHhCpuvIaioqCAwMBDFxcV0a/b/x7tCxNy5c1FQUIBffvkFhoaGr33O V199BSsrKxknUy7FxcUoKirC/PnzoaamhnXr1rGOpBSo/wOxsbHw9PRkHYN3mjdvjk8++QRxcXGs o3y04OBgdOjQAVpaWujSpQtOnjz53tsQi8XYt28fHB0d69z2bMCAARAKhdi3bx+v8rLcvjyg15M/ 2yds0fujbLcvTQcOHMCzZ8/w66+/so4CAFBVVYWWltZHb6eiogK//vor5syZgylTpiAlJaUB0vE/ X0OwsLDAwoULsWXLFuTn57OOwxyvChF5eXk4fvw4tLS0MGjQoDc+TyAQYNmyZTJMpny2bNmC8ePH o3HjxvD19cWuXbtQUFDAOpZCo/4PvHjxAg8ePECvXr1YR+Gl3r17IyEhgXWMd3b58mXY2dlBT08P Y8eORUVFBS5evIjRo0eja9euyMzMxKFDh7Bu3TpERUW917bT0tLw/PnzeuuIfPLJJwCAS5cu8Sqv LLYvz+j1lP32CVv0/ijb7bMQFBSEIUOGKNx6Vzt27MDz58/x+PFj7Nq1C3Z2dli4cCHrWBJ8zzdp 0iQIBAIEBwezjsIcrwoRd+7cQU1NDSwtLemWNgxVVVUhJSUFXbp0AfDPJ/ClpaXYunUr42SKjfo/ 8PjxY3Ach3bt2rGOwktt27aVmyG1eXl5+P7777F3715kZ2fD09MTc+fOxQ8//AAzMzPs3LkTjRs3 ho2NDY4ePYpdu3a91/azs7MBoN58TyMjIwD/rHHDp7zS3r68o9dTttsnbNH7o2y3z0J1dTUuXLiA Tz/9lHWUBjd9+nRkZmbixIkTGD9+PFRVVbFixQreLIbK93z6+vpwdXXFuXPnWEdhjleFiKKiIgCA trY24yTKbc+ePfDx8ZF83b17d/Tq1QsbN25EVVUVwwdQaoIAACAASURBVGSKjfr/PyMiANQZSkr+ p3HjxnKzPsjRo0exbt062NraQk9PDxMnToSFhQUiIiIwefJk6OjoSJ6rr6//3q95dXU1ANTZDgCI RCIA/yzwyae80t6+vKPXU7bbJ2zR+6Nst89CRkYGKisr0aFDB9ZRGpy6ujqaNm2KgQMHYu/evYiO joaBgQF++eUX1tEA8D8fAHTs2BH37t1jHYM5XhUiWrZsCeCfg5fjOMZplJNIJMKaNWswcuTIOre8 SUhIQHZ2tkxvO6VsqP//M68PUO5izNvo6emhrKyMdYx3kpWVhbZt29b5noqKCsRiMSZOnFjv+cbG xu+1/SZNmgBAvcJM7RSy2p+/K2nnlfb25R29nrLdPmGL3h9lu30WysvLAdQvBikiJycnLF26FE+e POHlnb34mE9XV1duzuekiVeFCBsbG9jY2KCwsJCGqzBy5MgReHl51VllluM4ZGRkQENDA2vXrlXa i2Rpo/7/v5MLWo/k9fLy8tCoUSPWMd5J8+bNcfXqVcnXQqEQW7duhZ6eXr2TY6FQ+N6veceOHWFg YFDvE4X79+8DAFxcXHiVV9rbl3f0esp2+4Qten+U7fZZqP2/Ojc3l3ES2XByckLTpk2hrq7OOspr 8S3f8+fPYWJiwjoGc7wqRADA6tWrAQBff/31G++xWlJSgj179sgyllKoqanBmjVrMH/+/Ho/s7S0 hL+/P9LS0nDs2DEG6ZSDsvf/2uGWyvIf9/vKzc2ViyGpADBy5Eh8//33SEtLQ3Z2NiZMmICsrCyc PHkSy5cvx99//43y8nKkp6fD398fY8eOfa/ta2howN/fH3FxcSgsLJR8PyIiAtra2nWml/Ehr7S3 L+/o9ZTt9glb9P4o2+2z0LRpU5iZmSExMZF1FJlISEjA7NmzWcd4I77lu3z5smQtPqXGveLQoUPc a74tU7///junqqrKtW7dmtuzZw+XkZHBVVdXc8+ePeP279/PffHFF1xZWRmTbNJuH1btn5+fz02d OpXr0aMHl5+fX+/nIpFIks3c3JyLi4vjhEKhzHMqavu/TJn7f2VlJaelpcUFBQVJbR/ybNCgQdyY MWOkug8fHx/Ox8fnvX5n3bp1nK6ubr3vp6Wlcf369eP09PS4tm3bcn/99RfHcRyXl5fHjR49mtPT 0+NatWrFBQcH1/k9b29vzszMjIuNjX3rfl+8eME1a9aMmzBhAldcXMxFRkZyBgYG3Nq1az9oe9LO +6HbrzV58mTO0dHxrft41Ye8ntLe/pv6i7K8nsrcX+QdvT9Sf38f48eP5+zt7aW2/Ve9qa9xHMeJ xWIuMzOT09DQ4Ly9vbmKiop6z3mX10ooFHJffvklt2vXLq6yspLLz8/ntm/fzk2cOJETi8XvvT2W +Wp9SN/5GHfv3uUEAgF36tQpme2Tr3hZiOA4jrt+/To3adIkrkWLFpympibXqFEjrk+fPtyOHTs4 kUjELJeiXgi3a9eOAyB5PH36tM7PV69eXefnALiFCxfKPKeitv+rlLX/cxzH9erVi5s+fbpU9yGP xGIx16hRI27Dhg1S3U9Dnmh/KCcnJ87a2pobNGjQvz43PT2dGzBgAKejo8PZ2Nhwe/fu/ajtfQhp b78WH0+0G7q/KMPrqcz9Rd7R++P7U+b+Hh8fzwHgIiMjpbaPl72tr82ZM6feeXxKSkqd57zLayUW izk/Pz9OT0+P09fX5/r06cMdOHDgtc99n9eeRb5asi5ETJ48mWvdujVXU1Mjs33ylZpMhl18gE6d OsnF7XkUxe3bt9/682+//RbffvutjNIQZe7//fr1w969e7Fp0yaoqqqyjsMb58+fR35+Ptzd3VlH kbrY2FiUlZVhwoQJ//rcli1b4uTJkw22vQ8h7e0rE2V4Pam/kI9B74/yo3fv3vD29kZAQACuXLkC AwMDZlnWrFmDNWvWvPU57/JaCQQCBAUFvdM+3+e1Z5GPhcjISOzZswdBQUF0jgserhFBCFFuEydO RGZmJiIjI1lH4ZVdu3bBwcEBnTp1Yh1FJjZt2oRvvvmGt9uT9fZJXfL+elJ/IR+D3h/lx86dO1Fe Xo7//Oc/rKO8E773LXnuS7m5uRg/fjxGjBghF+ucyAIVIgghvNKqVSu4uLhg3bp1rKPwRkZGBoKD gzFlyhTWUWRi48aN6N27N/r06cPL7cl6+6QueX89qb+Qj0Hvj/LFzMwMe/fuRXBwMBYtWsQ6zlvx vW/Jc1/Kz8/Hp59+Ch0dHezcuZN1HN7g7dQMQojyWrZsGVxdXREREYH+/fuzjsPc4sWLYW5ujvHj x7OO8kZlZWUQCAQAgM8//xz79+//4G3NmDGjoWJJZXuy3H5YWBi8vb0lXzs6OkptX7L0Mf1Fnl9P aW9fUfuLvKP3R+mQl/7ev39/7N+/H/7+/qisrMTq1asl/aGh8em9lc/bk2Xfyc/Ph5eXF54/f46o qCimU3T4hgoRhBDecXFxgbe3N2bPno2kpCRoaWmxjsTMxYsXERQUhH379kFTU5N1nNf65ptv5Hao JN8NHjwYHMexjtGgqL9IjyL2F3lH/V165Km/+/r6QiAQYNy4cXj27Bm2bt0KfX39Bt0H9bV3J6u+ k5KSgjFjxkAkEiE2NhbW1tZS36c8oakZhBBe2rx5M7KysjBv3jzWUZgpLS2Fv78/PDw84OvryzoO IYQQQj7QmDFjEB4ejjNnzsDOzg7JycmsIxEp4TgOGzduRK9evWBlZUVFiDegQgQhhJeaNWuG33// /f/au/uwmu//D+DPU50jSSQqhujrpnUjxSRTM2aaMTPMNHOTjRk2u2SxZpSbuWs2colYRqRCNHIh a1SkplhRKilt/aLRnVa6+/z+2FfX+rqZm855n3N6Pq7rXJfzOaf359n7vHPO53Xen/cH/v7+CA0N FR1H5err6zF16lSUl5fjxx9/VNo0TiIiIlKN119/HZcuXYKFhQUGDRqEJUuWoKKiQnQsakIZGRkY MWIEFixYgCVLluDkyZPo2LGj6FhqiYUIIlJb7733Hj777DNMnToVp06dEh1HpebOnYuoqCiEhYXB zMxMdBwiIiJqAubm5jh+/DjWrFmDTZs2wcrKCiEhIRpzmgk9XGlpKRYsWIA+ffqgqKgIZ86cgbe3 N3R0eLj9KOwZIlJrfn5+GD9+PMaOHYuYmBjRcZROkiR4enpi27ZtCAkJgYuLi+hIRERE1IR0dHQw f/58ZGZmws3NDZMnT4azszMOHz7MgoSGKS0txTfffIOePXti165d2LRpE3799Vc4OzuLjqb2WIgg IrWmo6ODoKAgvPnmm3jjjTewb98+0ZGUprq6GpMnT8amTZuwa9cuvP3226IjERERkZKYmpoiMDAQ SUlJMDc3x9ixY2FnZ4fdu3ejtrZWdDx6jJs3b+LLL7+EhYUF1qxZgw8//BCZmZmYNWsWdHV1RcfT CCxEEJHak8vl2LNnD+bMmQN3d3csWrQINTU1omM1qby8PLz66qs4cuQIjh49Cnd3d9GRiIiISAUc HR1x6NAhpKamwtHRETNmzEDXrl2xaNEiZGdni45H/1VfX4+4uDjMmjUL3bt3x/bt2zF//nxcv34d q1atgrGxseiIGoWFCCLSCDo6OvDz88P27dvh7+8PV1dXXLt2TXSsJrF//344ODigtLQUZ8+exWuv vSY6EhEREamYjY0Ndu3ahczMTHh4eCA4OBi9evXC0KFDERwcjLKyMtERm6Vr165h+fLl+M9//gMX FxekpaVh8+bNyMvLw7Jly1iAeEYsRBCRRvHw8EBSUhIqKythZ2eH5cuX4969e6JjPZPr169j9OjR mDBhAiZMmICkpCTY2NiIjkVEREQCdevWDStWrEBeXh4iIyPRpk0beHh4wNTUFG+++SZ27NiBP//8 U3RMrZaamgofHx/Y29ujR48e2LRpE9555x1cuXIF8fHxmD59Olq2bCk6pkZjIYKINM6LL76IpKQk +Pj4YO3atbC1tUVwcDDq6upER3siRUVFWLRoEWxsbJCTk4OYmBhs3bqVb2hERETUQFdXF6NGjUJE RAQKCwuxdetW6OnpYe7cuTA3N8crr7yC5cuX49y5c1xT4jmVlJQgIiICc+fORc+ePdGnTx9s27YN Li4uiI6ORkFBAfz8/PDiiy+Kjqo1WIggIo0kl8uxcOFCpKen4+WXX8b06dNhY2ODnTt3oqqqSnS8 h8rPz8cXX3wBS0tLBAUFYdWqVbh48SKGDBkiOhoRERGpsXbt2mHq1Kk4fPgwioqKEBISgu7du2Pb tm0YNGgQTExMMGbMGHz//fc4f/48qqurRUdWa7dv30ZUVBS8vb0xcOBAtG/fHuPHj0dCQgLGjRuH s2fPIj8/H/7+/hg2bBj09PRER9Y67FEi0midO3fGzp078dVXX2HlypWYNWsWFixYgClTpuDDDz8U fqpDTU0Njh8/jm3btiEqKgodOnTAsmXLMHv2bBgYGAjNRkRERJrH0NCw4bROAMjIyMCpU6cQHR0N Hx8fFBcXo0WLFujbty+cnJwwYMAA9OvXDz169GiWB9Tl5eVIS0tDUlISEhMTcf78+YZFQO+vweHp 6YlXX30VJiYmgtM2H81vJBKRVurRoweCgoKwevVq/PDDDwgMDMR3330HKysrjBs3Dm+//TYcHBxU ckml8vJyxMTE4ODBg/jpp59QXFyMoUOHIiQkBGPGjIFCoVB6BiIiImoerKysYGVlhTlz5kCSJGRm ZjYccJ87dw5btmxBTU0NFAoFrK2tYW1tDTs7O9jY2KBXr17o1q0bWrRoIfrXeG7FxcXIyclBeno6 0tLSkJaWhsuXLyM3NxcAYGxsDCcnJ7i7uzcUaNq3by82dDPGQgQRaRUzMzMsXrwYXl5eiI+Px8GD BxEcHIyVK1eiTZs2GDx4MAYPHgxHR0fY2tqiU6dOz7W/2tpaZGVlIS0tDQkJCYiNjUVKSgrq6+vh 7OwMb29vvPPOO+jWrVvT/IJEREREjyCTydC7d2/07t0bH3zwAQCgqqoKV65caTgwT0tLQ0BAAPLy 8hp+plOnTujevXvDrWvXrjAzM4OZmRk6duwIU1NToV+k3L17FwUFBbh16xZu3ryJgoIC5Obm4vr1 67h+/Tpyc3NRUlICAFAoFLCysoKNjQ1mzpwJa2tr2NrawtLSEjKZTNjvQI09shARHh6uyhwaIyEh QSX7Yf8/HPtfLFX1f1PQ0dGBi4sLXFxcsGHDBqSlpeH06dP49ttvERcXh9LSUgB/n3PZq1cvmJub o0uXLjA1NUWbNm3QokULGBgYoEWLFigvL0dtbS3Ky8tRVlaG/Px83Lx5Ezdu3EBmZiaqq6uhp6eH li1bwtXVFXv37oWrqyvMzMwE98Kzyc/P59+AlsjPz0eXLl2Uvg+OF+2givGi6TjetUdzGu/6+vpw dHSEo6Njo+1lZWW4du1aw8H8/duvv/6KGzduoKKiotHz27VrB3NzcxgZGaF169Zo27Ztw78NDQ1h aGgImUyGtm3bNvyMQqFAq1atGu6XlJRAkiQAf5++evfuXQB/z2YoLy9vdCspKcGdO3dQWFiIysrK RllMTU3RtWtXdO/eHa+//nqjIoqlpWWzPAVF0zzwCnXs2BF6enp49913ReTRCJ07d1Za2+z/f8f+ F0uZ/a9Mtra2kMlk+PTTTxESEoJhw4YhNTUVly9fRnZ2NgoLC3Hx4kXcvHkTZWVluHfvHioqKlBd XQ1DQ0PI5XK0bt0aRkZGeOGFF2Bubg4HB4eGiru1tTXef/99XL16FePGjYOOjmauBdy5c2eEh4fz b0CLODs7K61tjhfto8zxouk43rVPcx/vRkZGcHBwgIODw0MfLy0txdChQ1FcXIz169fj5s2buHXr FsrKyhoKBfn5+Q2Fg7/++qvhi5v7KisrGy0ibmRk1HCarI6ODtq0aQMAaNu2LVq3bt1wMzMzQ9u2 bWFsbAxzc3OcPHkSBw4cQFRUFAYPHgy5XK7EniFVkEn3S1JERFpu3LhxyMzMxKVLl5RSKLh8+TL6 9OmDkJAQflAlIiIijebp6YmAgACcP39e+OLftbW1GDJkCEpKSpCYmMgFv7UACxFE1CwkJyejf//+ iIiIwJgxY5S2n/fffx+//vorLl++zGmBREREpJGOHDmCt956C0FBQZg6daroOAD+Pp3GwcEBb7/9 NrZv3y46Dj0nFiKIqFkYNWoUCgsLkZSUpNSFirKysmBtbY0dO3ZgypQpStsPERERkTLcuHEDjo6O GDt2LAIDA0XHaeTo0aMYPXo0fvzxx4bFOEkzsRBBRFovKSkJTk5OiIqKgpubm9L35+HhgZiYGFy9 epWX6iQiIiKNUVNTg1deeQV3795FQkKCWp4CMX/+fOzYsQNJSUmwsrISHYeeEQsRRKT1hg8fjsrK SsTFxalkf3l5eejVqxf8/f3x0UcfqWSfRERERM9r3rx52Llzp1of5NfU1MDV1RUVFRU4f/48WrZs KToSPQPNXNadiOgJxcXFITo6GsuXL1fZPi0sLODh4YEVK1bg3r17KtsvERER0bMKDw+Hv78/AgIC 1LYIAQByuRx79uzBjRs3sHDhQtFx6BlxRgQRabUhQ4ZAT08P0dHRKt1vQUEBevTogbVr12Lu3Lkq 3TcRERHR08jOzkb//v3xwQcfYNOmTaLjPJH9+/djwoQJ2Lt3LyZNmiQ6Dj0lFiKISGsdP34cbm5u OHPmDFxcXFS+/88//xyhoaHIzs5Wy3MsiYiIiKqqqjBo0CDU19cjISEB+vr6oiM9sdmzZ2Pfvn24 cOECLC0tRcehp8BCBBFprYEDB8LExARHjx4Vsv+ioiJYWlpi6dKl8PT0FJKBiIiI6HFmzpyJ8PBw jTyYv19E0dXVRXx8PBcJ1yBcI4KItFJkZCQSExOxdOlSYRk6dOiAOXPmYM2aNSgvLxeWg4iIiOhh 9u3bh+3bt2PHjh0aV4QAAH19fYSGhuLq1atYvHix6Dj0FDgjgoi0jiRJcHR0hKWlJQ4cOCA0y+3b t2FpaYkvvvgC3t7eQrMQERER3ZeZmYn+/ftj5syZWL9+veg4z2Xfvn1wd3dHREQExowZIzoOPQEW IohI64SFhWHSpElITk6Gvb296DhYunQpNm7ciJycHBgbG4uOQ0RERM1cRUUFBgwYgNatW+PMmTNa cUqDh4cHDh06hJSUFFhYWIiOQ/+ChQgi0ip1dXWws7ND3759sXfvXtFxAAClpaWwtLTEnDlz4Ovr KzoOERERNXPTpk1DZGQkkpOT0a1bN9FxmsQ/iyuxsbGQy+WiI9FjcI0IItIqe/fuRWZmJr7++mvR URq0adMGCxYswIYNG3Dr1i3RcYiIiKgZ2759O3bt2oWgoCCtKUIAQKtWrRAWFobU1FSha4TRk+GM CCLSGnV1dbCxsYGzszOCgoJEx2mkoqIClpaWmDZtGtasWSM6DhERETVDqampGDhwIObPn4+VK1eK jqMUgYGB+PjjjxEVFYURI0aIjkOPwEIEEWmN7du345NPPkFGRoZarvzs5+eHJUuWIDs7G506dRId h4iIiJqRu3fv4qWXXoKZmRmio6Ohp6cnOpLSfPDBBzh+/DguXrzIz1xqioUIItIK1dXVsLKywogR I7BlyxbRcR6qqqoKPXv2xLhx4/Ddd9+JjkNERETNyOTJk3Hy5EmkpKRo/cH5P4sup06dgq6uruhI 9D+4RgQRaYXAwEAUFBTgyy+/FB3lkfT19bFo0SIEBAQgPz9fdBwiIiJqJjZv3oyQkBAEBwdrfREC AAwNDREWFobExESsWLFCdBx6CM6IICKNp0kzDTRh5gYRERFpj0uXLsHZ2RmLFi1Sq8W8VcHf3x+f ffYZTpw4gWHDhomOQ//AQgQRaTxNW3tB3deyICIiIu1QUlKCfv36wcLCAidPnmyWpyhMmjQJMTEx uHjxIszNzUXHof9iIYKINJomXo1Cna/uQURERNpBkiSMHz8eZ8+eRUpKSrM9CC8pKYGjoyN69eqF qKgo6OhwdQJ1wFeBiDTa999/j7/++gsLFiwQHeWJ6erqwtvbG7t370ZGRoboOERERKSFvv32W0RG RiIsLKzZFiEAoG3btggNDUVMTAzWrl0rOg79F2dEEJHGKi0thaWlJebMmQNfX1/RcZ5KXV0d7Ozs 0LdvX+zdu1d0HCIiItIi58+fh6urK3x9feHl5SU6jlrw8/PDokWL8Msvv+Dll18WHafZYyGCiDTW 0qVLsXHjRuTk5MDY2Fh0nKcWFhaGSZMmITk5Gfb29qLjEBERkRYoLi6Go6MjrK2tceTIEchkMtGR 1IIkSRg7diwuXLiAixcvwsTERHSkZo2FCCLSSLdv34alpSW++OILeHt7i47zTCRJgqOjIywtLXHg wAHRcYiIiEjD3T/YTk5ORnJyMtq3by86klopLi6Gg4MDbG1t8dNPP7FIIxDXiCAijbRu3TooFAp8 +umnoqM8M5lMBh8fH0RERCAxMVF0HCIiItJw33zzDaKiohASEsIixEMYGxtj3759OHHiBL7//nvR cZo1zoggIo1TVFQES0tLLF26FJ6enqLjPLeBAwfCxMQER48eFR2FiIiINNTp06fx2muvYd26dZg/ f77oOGpt5cqV8PHxwenTp+Hs7Cw6TrPEQgQRaZzPP/8coaGhyM7OhoGBgeg4z+348eNwc3PDmTNn 4OLiIjoOERERaZhbt27BwcEB/fr1w+HDh3nKwb+or6/HG2+8gYyMDKSkpKBdu3aiIzU7LEQQkUYp KChAjx49sHbtWsydO1d0nCYzZMgQ6OnpITo6WnQUIiIi0iD19fVwc3NDZmYmkpOTeVD9hO4XbwYN GoTw8HDRcZodrhFBRBpl+fLl6NChAz766CPRUZrUihUrcOrUKcTExIiOQkRERBrE19cXZ86cwYED B1iEeAqmpqbYu3cvIiIisGXLFtFxmh3OiCAijZGXl4devXrB399f6woRADB8+HBUVlYiLi5OdBQi IiLSADExMRg+fDg2bdqE2bNni46jkZYuXYo1a9bg3LlzcHBwEB2n2WAhgog0hoeHB2JiYnD16lUo FArRcZpcUlISnJyccOzYMYwYMUJ0HCIiIlJjhYWFcHBwgKurK0JDQ0XH0Vj19fV4/fXXkZeXhwsX LsDIyEh0pGaBp2YQkdpJSkrCoUOH8M86aVZWFnbv3g0fHx+tLEIAwEsvvYSRI0fC29u70e9eVlaG gIAAlJSUCExHREREIkRHR6OioqLRttraWrz77rto3bo1AgMDBSXTDjo6OtizZw/u3r2LmTNnPvB4 bm4uZ6sqAQsRRKR2fH19MXbsWNjZ2eGnn34CACxbtgyWlpZwd3cXnE65fH19kZycjMjISFRUVGD1 6tXo0qULZs+ejSNHjoiOR0RERCqUkZGB4cOHw9HREenp6Q3bv/rqKyQlJSEsLIzf4DcBMzMzBAUF ITw8HD/88EPD9vDwcNja2mLkyJGoqakRmFD76IkOQET0v+6/0aanp+Ott96Cvb09cnNzsXXrVujp afd/W46Ojnjrrbfg6+sLDw8PlJWVoba2FgqFAtnZ2aLjERERkQodPHgQcrkcOTk56NevHwIDA2Fs bIx169YhMDAQffv2FR1Ra7i5ucHT0xNz5syBnZ0dgoKCsGXLFshkMkiShNOnT+O1114THVNrcI0I IlIr9fX1aNmyJaqrqxu26enpoba2Fi+99BJWr16NoUOHCkyoPDU1NQgKCsJXX32FO3fuoK6uruEx XV1dTJo0Cbt37xaYkIiIiFSpT58+SE1NbbStY8eOGDp0KIKDgwWl0l41NTVwcnJCfn4+SkpKUFtb CwBQKBT46KOP4O/vLzih9uCpGUSkVv74449GRQgADW8CycnJGDZsGIYOHYqkpCQR8ZSivr4eP/zw A7p3745PPvkEf/75Z6MiBADU1dXhypUrghISERGRquXm5iItLe2B7UVFRUhJSeFMSSU4fPgwrl69 itLS0obPnwBQXV2N8PBw8Dv8psNCBBGplWvXrj3ysfsH57/88gtGjRqlqkhKFx8fjxkzZqCgoAB1 dXWPfJPLyclRcTIiIiIS5eDBg9DV1X1ge21tLbKystCnTx9eLaOJVFZWYt68eZgwYQIqKysfuh7E rVu3cOHCBQHptBMLEUSkVrKzsx/6pnufrq4uDAwMcODAARWmUi4XFxcsWbLkX6vsJSUlKC0tVVEq IiIiEiksLOyBGZL31dTUoKqqCu+99x7WrVun4mTaZ9CgQdi8eTMAPPLzmEKhwOHDh1UZS6uxEEFE aiU7O/uRC1Lq6enBwMAAp06dwuDBg1WcTLl8fX2xceNGyGSyxz7vcTNGiIiISDsUFhYiMTHxsV9S 6OrqQl9fH127dlVhMu303nvvQUdH57GLoldXVyMsLEyFqbQbCxFEpFays7MfOh1OLpejTZs2iI+P h5OTk4Bkyjdv3ryG1ZkfVpCQyWQsRBARETUDBw8ehI7Oow/VdHR00L9/f/z222+YOHGiCpNpJy8v L6SkpMDKyuqxM3MzMzORmZmpwmTai4UIIlIrV65cQX19faNtcrkcHTp0wLlz52BnZycomWrMmjUL wcHB0NHReeADiFwu58JUREREzcCjFkaUy+Vo0aIFVq1ahfj4ePTs2VNAOu1kZ2eH5ORkrFy5Erq6 ug+dHSGXyxEZGSkgnfZhIYKI1EpeXl6j+3K5HF26dEFCQkKzebN1d3dHREQEdHV1GxUj6uvrOSOC iIhIy92+fRuxsbEPfDFzfxZEamoqvLy8Hjtjgp6NXC6Hl5cXzp49CwsLiweKEbW1tdi/f7+gdNqF o5eI1MbNmzfx119/NdyXy+Xo1q0bYmNj0aVLF4HJVG/06NE4fvw4FApFwweN2tpaZGRkCE5GRERE yhQZGdloNsQ/Z0HExcU1my9mRBowYADS0tKwaj4logAAC0NJREFUYMEC6OjoNJyuIUkSEhMTUVhY KDih5mMhgojUxj9PO5DL5bCxscG5c+fQqVMnganEefXVV3HixAno6+s3VOSzsrIEpyIiIiJlCg8P b1grSiaToX///khLS+MsCBXT19fH6tWrERcXh65duzZ8FtPR0cHRo0cFp9N8HMlEpDbun3agq6uL AQMG4MyZMzAxMRGcSiwXFxf88ssvMDAwgEwmQ1FRESorK0XHIiIiIiUoLy9HdHQ06urqYGBggICA AMTHx6NHjx6iozVbzs7O+O233/Dhhx9CJpOhrq4OBw8eFB1L48mkf7twPRFpjKqqKkRFRT3ymtPq LiwsDPv374e9vT0WLlwIhULR5PswNzeHi4tLk7cLKLf/b9y4AR8fH5SXl8PPz09jT1VRZv8TEZF6 io2N5VT2J5SUlIR169bB1tYWn3zyCdq3by860gN0dXUxcuRI6OvrK6V9dR4vv/32G/z9/VFRUYFd u3Y99gob9LdHjRcWIoi0yMGDBzFu3DjRMdSanp7eQy8P2hTY//9Omf1PRETqSS6Xo7a2VnQMakIH DhzAO++8o5S2OV60z8PGy4PXJCEijXX/P23WFx8uLCxMqdfaZv8/nrL7n4iI1FNtbS1CQ0Px7rvv io5CTUAmkym1UMDxol0eNV64RgQRERERERERqQwLEURERERERESkMixEEBEREREREZHKsBBBRERE RERERCrDQgQRERERERERqQwLEURERERERESkMixEEBEREREREZHKsBBBRERERERERCrDQgQRERER ERERqQwLEURERERERESkMixEEBEREREREZHKsBBBRERERERERCrDQgQRERERERERqQwLEURERERE RESkMixEEBERERGR2vjuu+8gk8kabpMnTxYdSWscOXKkUd8OHDhQdKTnxvGiPMocLyxEEJHSfPzx x0hOThYdo1mpqqqCv78/Bg8eDDMzM7Rs2RK9e/fG4sWLkZubi5UrV4qOSERE9K9atWoFSZIgSRKC g4Mbtt+6dQsTJ06EkZERLCwssHnzZoEpNc+oUaMa+nXGjBmi4zSZR40XTSd6vCtzvOg1aWtERP91 8+ZN/PjjjygrK8PevXtFx2kWsrKyMH78eBQXF2PZsmVwc3NDu3btkJeXh4MHD8LOzg52dnbw9vYW HZWIiOiplZeXY/DgwbC2tkZubi6ysrLwxhtv4O7du/Dy8hIdj6hJaft454wIIlKKgIAAzJs3D+Hh 4cjLyxMdR+uVlJRgxIgRKC8vR2JiIjw8PNCpUyfo6+s3zIg4deoUysvLRUclIiJ6Jr6+vsjNzcWO HTvQrl07ODk54bPPPsOSJUuQm5srOh5Rk9L28c5CBBE1ubKyMpSWlsLLywt6enrYsGGD6Ehaz9PT E9evX8eGDRtgbm7+0OcMGDAAo0ePVnEyIiKi51dfX49du3bByckJJiYmDdvd3NxQU1ODXbt2Ndm+ 9u/fD2tra+jr68Pe3h7Hjh1rsra1oX1Npwn9r03j/VFYiCCiJrdlyxZMnToVJiYmmDRpEnbs2IHi 4mLRsbRWSUkJ9uzZg9atW2PUqFGPfe6qVatUlIqIiKjppKen49atW+jSpUuj7T169AAAnD9//qnb TExMRL9+/WBoaAh3d3dUVlYiISEBEydORN++ffHHH38gNDQUGzZswM8//9zs2td0mtz/mjjenxYL EUTUpO7du4eUlBTY29sDAObOnYu7d+8iICBAcDLtlZqaiqqqKnTr1g26uroPPO7v799oxWOZTIb1 69cLSEpERPRsCgsLAQCmpqaNtrdt2xbA32tTPY3bt2/j66+/xs6dO1FYWIjhw4dj4cKF8PHxgamp KbZv3w4TExNYWVnhwIED2LFjR7NqX9Npev9r2nh/FixEEFGTCgoKwoQJExruOzo6wtnZGRs3bsS9 e/cEJtNepaWlAP4+JeZh5s6di//7v/9D9+7dAQDnzp2Dp6enyvIRERE9r+rqagCAgYFBo+11dXUA AIVC8VTtHThwABs2bICdnR0MDQ0xffp0dOzYESdOnMCMGTMa7ad169aNpsc3h/Y1nab3v6aN92fB QgQRNZm6ujqsX78e48ePb/Tt+7lz51BYWKhVl1NSJz179gQA/P777ygqKnroc8zNzdGpUycAgK2t rcqyERERNYX76x/dvn270fb7p34+an2kRykoKECvXr0abdPR0UF9fT2mT5/+wPONjY2bVfuaTtP7 X9PG+7NgIYKImkx4eDhGjBjRcL3h+7fff/8dCoUCfn5+kCRJdEyt07t3b/Tv3x91dXXYunWr6DhE RERNzsbGBkZGRsjKymq0PTs7GwDg6ur6VO1ZWFjg0qVLDfdramoQEBAAQ0PDBw7+ampqnnqtK01v X9Npev9r2nh/FixEEFGTqK2txfr16x96XeMXXngBU6ZMQXp6OiIiIgSk036bN2+GQqHAihUrEB8f LzoOERFRk1IoFJgyZQri4uJQUlLSsP3EiRNo2bJlo9NCn8T48ePx9ddfIz09HYWFhZg2bRoKCgpw 7NgxrFy5EpGRkfjrr7+Qk5ODKVOmwN3dvVm1r+k0vf81bbw/E4mItEZoaKgk4s/6zp070syZM6UB AwZId+7ceeDxurq6hmxmZmZSXFycVFNTo/Kcyu4fUf1/36lTpyQTExNJoVBIixcvli5fvixVVlZK BQUF0u7duyVzc3NJR0dHqqioEJJPdP8QEZEYAKTQ0NAnfv6GDRukVq1aPbD9zz//lLp06SJNmzZN Kisrk06ePCkZGRlJfn5+jZ43evRoydTUVIqNjX3sftLT06Vhw4ZJhoaGUq9evaRDhw5JkiRJt2/f liZOnCgZGhpKlpaW0v79+7Wq/ftmzJghOTk5PXYfD/O0r6ey23/UeFHX/n/S9tVlvN/X1OOFnwiJ tIioA73evXtLABpu+fn5jR5ft25do8cBSN7e3irPqe2FCEmSpJKSEmn16tWSq6ur1KFDB0lPT08y NDSU7O3tJU9PTykzM1NYNnXoHyIiUr2mOrCUJEnKycmR3NzcJAMDA8nKykrauXPnA88ZPHiw1LVr V2nkyJHPnPlxNL39+7S9EPGs1On1VYfxfl9Tjxc95c+5ICJtl5GR8djHPT09eZUGFWnTpg28vLwe eooMERGRpuvevTuOHTv22OfExsaioqIC06ZNU0oGTW+fHk+dXl91GO/KwjUiiIiIiIhIq2zatAnz 589n+/RMNO311cTxwkIEERERERFpjY0bN2LQoEF4+eWX2T49NU17fTV1vPDUDCIiIiIiUisVFRWQ yWQAgPfffx/BwcFP/LOffvqpsmJpfPtHjhzB6NGjG+47OTkpbV+q9Dzj5X9p2uurqeOFhQgiIiIi IlIb8+fP17hp5ppi1KhR+Hv9QO3B8aI8yhwvPDWDiIiIiIiIiFSGhQgiIiIiIiIiUhkWIoiIiIiI iIhIZViIICIiIiIiIiKVYSGCiIiIiIiIiFSGhQgiIiIiIiIiUhkWIoiIiIiIiIhIZViIICIiIiIi IiKVYSGCiIiIiIiIiFSGhQgiIiIiIiIiUhkWIoiIiIiIiIhIZViIICIiIiIiIiKVYSGCiIiIiIiI iFRGT3QAImp64eHhoiOopYSEBJXsh/3/cKrqfyIiUj8JCQmQyWSiY5CG4HjRfjJJkiTRIYioacTG xmLo0KGora0VHUVtde7cGfn5+Uppm/3/75TZ/0REpJ66dOmC33//XXQMaiJ6enr4+eef4eLiopT2 OV60y6PGCwsRRERERERERKQyXCOCiIiIiIiIiFSGhQgiIiIiIiIiUhkWIoiIiIiIiIhIZfQAcHl3 IiIiIiIiIlKJ/wcx0ba9UkSqBAAAAABJRU5ErkJggg== --=-=-= Content-Type: text/plain; charset="us-ascii" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit Content-Disposition: inline
_______________________________________________ Learn mailing list Learn-at-nylxs.com http://lists.mrbrklyn.com/mailman/listinfo/learn
--=-=-=--
|
|