From 93459497d25f4d67010ceb266dae3d91cdf36fb3 Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Wed, 11 Sep 2024 05:31:29 +0200 Subject: [PATCH] update on book --- doc/LectureNotes/DataFiles/cancer.dot | 8 +- doc/LectureNotes/DataFiles/cancer.png | Bin 250236 -> 251113 bytes .../_build/.doctrees/chapter3.doctree | Bin 1644348 -> 1641268 bytes .../_build/.doctrees/chapter6.doctree | Bin 525433 -> 522988 bytes .../_build/.doctrees/chapter8.doctree | Bin 215215 -> 213426 bytes .../_build/jupyter_execute/chapter3.ipynb | 84 ++++++----- .../_build/jupyter_execute/chapter3_51_0.png | Bin 22352 -> 21737 bytes .../_build/jupyter_execute/chapter3_66_4.png | Bin 0 -> 29329 bytes .../_build/jupyter_execute/chapter6.ipynb | 18 +-- .../_build/jupyter_execute/chapter6_1_1.png | Bin 49525 -> 45524 bytes .../_build/jupyter_execute/chapter6_1_2.png | Bin 35017 -> 37227 bytes .../_build/jupyter_execute/chapter8.ipynb | 140 +++++++++--------- .../_build/jupyter_execute/chapter8_65_1.png | Bin 41385 -> 40039 bytes 13 files changed, 125 insertions(+), 125 deletions(-) create mode 100644 doc/LectureNotes/_build/jupyter_execute/chapter3_66_4.png diff --git a/doc/LectureNotes/DataFiles/cancer.dot b/doc/LectureNotes/DataFiles/cancer.dot index c3d106ff5..20dfde934 100644 --- a/doc/LectureNotes/DataFiles/cancer.dot +++ b/doc/LectureNotes/DataFiles/cancer.dot @@ -6,7 +6,7 @@ edge [fontname="helvetica"] ; 0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ; 2 [label="worst concave points <= 0.135\ngini = 0.031\nsamples = 253\nvalue = [[249, 4]\n[4, 249]]", fillcolor="#e78946"] ; 1 -> 2 ; -3 [label="radius error <= 0.643\ngini = 0.008\nsamples = 242\nvalue = [[241, 1]\n[1, 241]]", fillcolor="#e5833c"] ; +3 [label="area error <= 48.975\ngini = 0.008\nsamples = 242\nvalue = [[241, 1]\n[1, 241]]", fillcolor="#e5833c"] ; 2 -> 3 ; 4 [label="gini = 0.0\nsamples = 239\nvalue = [[239, 0]\n[0, 239]]", fillcolor="#e58139"] ; 3 -> 4 ; @@ -22,7 +22,7 @@ edge [fontname="helvetica"] ; 8 -> 9 ; 10 [label="gini = 0.0\nsamples = 3\nvalue = [[0, 3]\n[3, 0]]", fillcolor="#e58139"] ; 8 -> 10 ; -11 [label="area error <= 13.475\ngini = 0.278\nsamples = 6\nvalue = [[1, 5]\n[5, 1]]", fillcolor="#f4caac"] ; +11 [label="worst texture <= 24.785\ngini = 0.278\nsamples = 6\nvalue = [[1, 5]\n[5, 1]]", fillcolor="#f4caac"] ; 1 -> 11 ; 12 [label="gini = 0.0\nsamples = 1\nvalue = [[1, 0]\n[0, 1]]", fillcolor="#e58139"] ; 11 -> 12 ; @@ -30,11 +30,11 @@ edge [fontname="helvetica"] ; 11 -> 13 ; 14 [label="worst texture <= 20.645\ngini = 0.202\nsamples = 167\nvalue = [[19, 148]\n[148, 19]]", fillcolor="#f0b68c"] ; 0 -> 14 [labeldistance=2.5, labelangle=-45, headlabel="False"] ; -15 [label="worst radius <= 17.74\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#f9e3d4"] ; +15 [label="worst perimeter <= 116.8\ngini = 0.375\nsamples = 16\nvalue = [[12, 4]\n[4, 12]]", fillcolor="#f9e3d4"] ; 14 -> 15 ; 16 [label="gini = 0.0\nsamples = 11\nvalue = [[11, 0]\n[0, 11]]", 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zyQp3A?Vm~+VL3st-7|I-M-&A)lurY7(_uTu*LtTr@^_e*CHuv77-`bOKctd$ieDj4 z3wGKdvwj@%Y$M-1fRA4f$loo5L$3rOMb#rsHolBbnT#PbWwVi5RNW&AQx*Fau$O-t z69~MGZSAL4*WoBTxhwyEsdw#MpT@&OQU2BVum9VB|L^{X zzx|v4{=fLQ|L7e5_TQP5NC`Zi5sv3sT44Te^$!AvEsSCqj-pV&GR)s;W&axfK0`=U zGiAxp_J8+3t^Pse&@h0k{O?!)z|jn5A3XDq|Ka$zfB9ej_5Xj5KmX@1`JeypU;X31 q_}~A={q2AIAOG=R9{%><{8#^9fB%2|4}be#{{8=P`rH5cfBoMh^8Zl) diff --git a/doc/LectureNotes/_build/jupyter_execute/chapter3.ipynb b/doc/LectureNotes/_build/jupyter_execute/chapter3.ipynb index 51948fb2f..d40c38662 100644 --- a/doc/LectureNotes/_build/jupyter_execute/chapter3.ipynb +++ b/doc/LectureNotes/_build/jupyter_execute/chapter3.ipynb @@ -489,10 +489,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "Runtime: 0.14708 sec\n", + "Runtime: 0.165272 sec\n", "Jackknife Statistics :\n", "original bias std. error\n", - " 100.034 100.024 0.147836\n" + " 99.6801 99.6702 0.149483\n" ] } ], @@ -917,7 +917,7 @@ "text": [ "Bootstrap Statistics :\n", "original bias std. error\n", - " 100.179 15.0422 100.179 0.151522\n" + " 100.121 15.022 100.121 0.149904\n" ] } ], @@ -975,7 +975,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1287,18 +1287,18 @@ "Error: 0.06547790180152355\n", "Bias^2: 0.06208238634231949\n", "Var: 0.0033955154592040936\n", - "0.06547790180152355 >= 0.06208238634231949 + 0.0033955154592040936 = 0.06547790180152359\n", - "Polynomial degree: 4\n", - "Error: 0.06844519414009445\n", - "Bias^2: 0.06453579006728324\n", - "Var: 0.003909404072811226\n", - "0.06844519414009445 >= 0.06453579006728324 + 0.003909404072811226 = 0.06844519414009446\n" + "0.06547790180152355 >= 0.06208238634231949 + 0.0033955154592040936 = 0.06547790180152359\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "Polynomial degree: 4\n", + "Error: 0.06844519414009445\n", + "Bias^2: 0.06453579006728324\n", + "Var: 0.003909404072811226\n", + "0.06844519414009445 >= 0.06453579006728324 + 0.003909404072811226 = 0.06844519414009446\n", "Polynomial degree: 5\n", "Error: 0.05227921801205686\n", "Bias^2: 0.0481872773043029\n", @@ -1308,7 +1308,13 @@ "Error: 0.037813671417389005\n", "Bias^2: 0.033657685071527665\n", "Var: 0.00415598634586135\n", - "0.037813671417389005 >= 0.033657685071527665 + 0.00415598634586135 = 0.03781367141738902\n", + "0.037813671417389005 >= 0.033657685071527665 + 0.00415598634586135 = 0.03781367141738902\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Polynomial degree: 7\n", "Error: 0.02760977349102253\n", "Bias^2: 0.022999498260366312\n", @@ -1318,13 +1324,7 @@ "Error: 0.017355848195593347\n", "Bias^2: 0.010331721306655127\n", "Var: 0.007024126888938232\n", - "0.017355848195593347 >= 0.010331721306655127 + 0.007024126888938232 = 0.01735584819559336\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "0.017355848195593347 >= 0.010331721306655127 + 0.007024126888938232 = 0.01735584819559336\n", "Polynomial degree: 9\n", "Error: 0.02660572763718093\n", "Bias^2: 0.010018312644137363\n", @@ -1339,7 +1339,13 @@ "Error: 0.07160048164233104\n", "Bias^2: 0.014436800088904942\n", "Var: 0.05716368155342608\n", - "0.07160048164233104 >= 0.014436800088904942 + 0.05716368155342608 = 0.07160048164233102\n", + "0.07160048164233104 >= 0.014436800088904942 + 0.05716368155342608 = 0.07160048164233102\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Polynomial degree: 12\n", "Error: 0.11547777218872497\n", "Bias^2: 0.01628578269596628\n", @@ -1361,7 +1367,7 @@ }, "metadata": { "filenames": { - "image/png": "/Users/mhjensen/Teaching/MachineLearning/doc/LectureNotes/_build/jupyter_execute/chapter3_66_3.png" + "image/png": "/Users/mhjensen/Teaching/MachineLearning/doc/LectureNotes/_build/jupyter_execute/chapter3_66_4.png" } }, "output_type": "display_data" @@ -1725,9 +1731,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/626635268.py:73: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/626635268.py:73: RuntimeWarning: divide by zero encountered in log10\n", " plt.plot(polynomial, np.log10(trainingerror), label='Training Error')\n", - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/626635268.py:74: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/626635268.py:74: RuntimeWarning: divide by zero encountered in log10\n", " plt.plot(polynomial, np.log10(testerror), label='Test Error')\n" ] }, @@ -2069,7 +2075,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/3817475779.py:63: RuntimeWarning: divide by zero encountered in log10\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/3817475779.py:63: RuntimeWarning: divide by zero encountered in log10\n", " plt.plot(polynomial, np.log10(estimated_mse_sklearn), label='Test Error')\n" ] }, @@ -3743,7 +3749,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/4162706317.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/4162706317.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " cb.ax.set_yticklabels(cb.ax.get_yticklabels(), fontsize=18)\n" ] }, @@ -4053,7 +4059,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/3777801602.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/3777801602.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " cb.ax.set_yticklabels(cb.ax.get_yticklabels(), fontsize=18)\n" ] }, @@ -4130,7 +4136,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/438060758.py:10: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_6403/438060758.py:10: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " cb.ax.set_yticklabels(cb.ax.get_yticklabels(), fontsize=18)\n" ] }, @@ -4215,7 +4221,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_1390/3544313922.py:9: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + 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hTMrFxQUPD48c5dmTwEcIIQoZXdBTsmRJ7OzsJBmreO4pikJMTAz3798HwNPT0+iyJPARQohCJDk5WR/0lChRIr+rI4TJ2NraAnD//n1KlixpdLeXDG4WQohCRDemx87OLp9rIoTp6f6uczJ2TQIfIYQohKR7SxRGpvi7lsBHCCGEEEWGBD5CCCEE4OvryxdffJHf1TCJW7duodFoOH36NAD79u1Do9HITD8k8BFCCFFA9OnTB41Gg0ajwcLCgtKlSzN48GDCwsLyu2q5ZseOHWg0GoKDgw22e3h44OPjY7Dtzp07aDQa/vrrrzypW8r/D0tLS9zd3WnRogXLly9Hq9Vmq6yVK1fi4uKSOxXNJgl88kpiIuzend+1EEKIAq1169YEBQVx69Ytli1bxpYtWxgyZEh+VyvXNG7cGAsLC/bt26ffdvHiReLi4oiIiODatWv67Xv37sXS0pJGjRrlWf1S/n/88ccfNGvWjBEjRvD666+TlJSUZ/UwJQl88kJUFJQrB6+9Bhcv5ndthBCiwLK2tsbDwwNvb29atmxJ9+7dDVo4kpOT6devH2XLlsXW1pby5cuzcOFCgzL69OlDp06dmDdvHp6enpQoUYKhQ4cazAS6f/8+7du3x9bWlrJly/LTTz+lqUtAQAAdO3bEwcEBJycnunXrRkhIiP75adOmUaNGDZYvX07p0qVxcHBg8ODBJCcnM3fuXDw8PChZsiQzZ87M8PU6ODhQt25dg8Bn3759NG7cmMaNG6fZXq9ePezt7dmxYweNGzfGxcWFEiVK8Prrr3P9+vUsv8+xsbG0a9eO+vXr8+jRowz30/1/eHl5UatWLSZMmMDmzZv5448/WLlypX6/BQsWULVqVezt7fHx8WHIkCFERUXp6/3uu+8SHh6ub0GaNm0aAKtXr6ZOnTo4Ojri4eFBz5499bl6cosEPnnBwQFq1VLvf/55/tZFCFHkKIpCdEJ0vtwURTG63jdu3GDHjh1YWlrqt2m1Wry9vVm/fj0XLlxgypQpTJgwgfXr1xscu3fvXq5fv87evXtZtWoVK1euNPii7tOnD7du3WLPnj38+uuvfPPNNwZfuIqi0KlTJx49esT+/fvZuXMn169fp3v37gbnuX79On/88Qc7duxgzZo1LF++nHbt2nHnzh3279/PnDlzmDRpEkePHs3wdTZr1oy9e/ca1L1p06b4+/un2d6sWTMAoqOjGT16NMeOHWP37t2YmZnxxhtvZKkLKjw8nJYtW5KQkMDu3bspXrz4M49JqXnz5lSvXp2NGzfqt5mZmfHll19y7tw5Vq1axZ49exg7diwADRs25IsvvsDJyYmgoCCCgoIYM2YMAAkJCcyYMYMzZ86wadMmbt68SZ8+fbJVn+ySBIZ5ZcwY2LQJfvgBZswAd/c8r8LV0Kv4uvhiaW757J2FEIVGTGIMDrMd8uXcUeOjsLeyz/L+W7duxcHBgeTkZOLi4gC1NUHH0tKS6dOn6x+XLVuWv//+m/Xr19OtWzf99mLFivH1119jbm5OhQoVaNeuHbt372bAgAFcuXKFP/74g6NHj/Lyyy8D8P3331OxYkX98bt27eLs2bPcvHlTP9bmxx9/pHLlyhw7doy6desCaiC2fPlyHB0dqVSpEs2aNePy5cts374dMzMzypcvz5w5c9i3bx/169dP9zU3bdqUWbNmERQUhKenJ/v37+fDDz9Eq9XqW7MCAwO5efOmPvDp0qWLQRnff/89JUuW5MKFC1SpUiXD9zckJITu3bvzwgsvsGbNGqysrJ7xP5K+ChUqcPbsWf3jkSNH6u+XLVuWGTNmMHjwYL755husrKxwdnZGo9Hg4eFhUE7fvn319/38/Pjyyy+pV68eUVFRODjkzt+stPjklYYNoX59iI+HRYvy/PS7b+zmpa9fYsSOEXl+biGEyKpmzZpx+vRp/vnnH4YPH06rVq0YPny4wT7ffvstderUwc3NDQcHB5YuXUpAQIDBPpUrVzbI7Ovp6alv0bl48SIWFhbUqVNH/3yFChUMBt9evHgRHx8fgwHGlSpVwsXFhYsphiz4+vri6Oiof+zu7k6lSpUwMzMz2JZZ902jRo2wsrJi3759XLhwgdjYWGrVqkXt2rWJiIjg6tWr7N27F2traxo2bAioLU09e/bEz88PJycnypYtC5DmfUjttddew8/Pj/Xr1xsd9IDaIpYyp87evXtp0aIFXl5eODo68s477xAaGkp0dHSm5Zw6dYqOHTtSpkwZHB0dadq0aZZeR05Ii09e0WjUVp///U8NfD76CPIws+qxe8cM/hVCFB12lnZEjY/Kt3Nnh729PeXKlQPgyy+/pFmzZkyfPp0ZM2YAsH79ekaNGsX8+fNp0KABjo6OfPbZZ/zzzz8G5aTsHgM18Z2uG0jX/ZZZMrzUX+wZbU/vPJmdOz12dnbUq1ePvXv38ujRIxo3bqwP2ho2bMjevXs5cuQIDRo0wMbGBoD27dvj4+PD0qVLKVWqFFqtlipVqpCQkJDheQDatWvHhg0buHDhAlWrVs1038xcvHhRH2zdvn2btm3bMmjQIGbMmEHx4sU5dOgQ/fr1yzTDcnR0NC1btqRly5asXr0aNzc3AgICaNWq1TNfR05I4JOXOnUCPz+4cQNWroQ8nKkQGB5o8K8QoujQaDTZ6m4qSKZOnUqbNm0YPHgwpUqV4uDBgzRs2NBgpld2BvUCVKxYkaSkJI4fP069evUAuHz5skGOm0qVKhEQEEBgYKC+1efChQuEh4cbdImZSrNmzVi7di1hYWH6Vg8Af39/9u3bx5EjR3j33XcBCA0N5eLFiyxZsoRXXnkFgEOHDmXpPJ9++ikODg68+uqr7Nu3j0qVKmW7rnv27OG///5j1KhRABw/fpykpCTmz5+vb+lKPebKysqK5ORkg22XLl3i4cOHfPrpp/r3+Pjx49muT3ZJV1deMjeH0aPV+wsWQKo/gtwUGKEGPCHRIcQnxefZeYUQIieaNm1K5cqVmTVrFgDlypXj+PHj/Pnnn1y5coXJkydz7Fj2WrLLly9P69atGTBgAP/88w8nTpygf//++kUwQe0SqlatGm+99RYnT57k33//5Z133sHf39+gi8xUmjVrxtWrV9mxYwf+/v767f7+/mzdupVbt27px/cUK1aMEiVK8N1333Ht2jX27NnDaN13SxbMmzePt956i+bNm3Pp0qVM942Pjyc4OJi7d+9y8uRJZs2aRceOHXn99dd55513AHjhhRdISkriq6++4saNG/z44498++23BuX4+voSFRXF7t27efjwITExMZQuXRorKyv9cb///ru+ZS83SeCT1/r0geLF4fp12Lw5z06rC3wA7kbezbPzCiFETo0ePZqlS5cSGBjIoEGD6Ny5M927d+fll18mNDTUqDw/K1aswMfHB39/fzp37szAgQMpWbKk/nmNRsOmTZsoVqwYTZo00Y+NWbdunSlfml6DBg2wtrYGoHbt2vrtdevWJTk5GVtbW/1AbDMzM9auXcuJEyeoUqUKo0aN4rPPPsvW+T7//HO6detG8+bNuXLlSob77dixA09PT3x9fWndujV79+7lyy+/ZPPmzfruuBo1arBgwQLmzJlDlSpV+Omnn5g9e7ZBOQ0bNmTQoEF0794dNzc35s6di5ubGytXruSXX36hUqVKfPrpp8ybNy9br8MYGiUncw0LoYiICJydnQkPD8fJySl3TjJ5MnzyCTRoAH//nTvnSMV1riuhsaEA7Ou9D39f/2ccIYR4HsXFxXHz5k3Kli2rHw8iRGGR2d93Vr+/pcUnPwwdClZWcORIngQ+MYkx+qAHDFt/hBBCiKJEAp/84OEBvXqp9/OgWS/1gGYZ4CyEEKKoksAnv+gGom3aBFev5uqpUrfwBITnXn4EIYQQoiCTwCe/VKoE7dqBouT6MhZpWnykq0sIIUQRJYFPfnqyVgkrVsCDB7l2Gl2g4+XoZfBYCCGEKGok8MlP/v5QuzbExcHixbl2Gl2LT0OfhgaPhRBCiKJGAp/8pFvGAuDrryE2NldOo2vh0QU+YXFhRCdkvn6KEEIIURhJ4JPf/vc/KF1a7er68cdcOYUu8KnsVhlHK0eDbUIIIURRIoFPfrOwgCfrnTB/PmSykJ2xdF1bpZ1L4+PsY7BNCCGEKEok8CkI+vUDZ2e4cgW2bDFp0eFx4UQmRALg4+xDaefSQNoWn78D/+b6o+wt9CeEEM+DW7duodFoOH36dH5XpcDx9fXliy++yO9q5CkJfAoCR0cYNEi9P2eOOsXdRHQBTnHb4thZ2uHjlLbF507EHV5Z8QptfmpjsvMKIUR2zZ49m7p16+Lo6EjJkiXp1KkTly9fzpNzN23aFI1Gg0ajwdraGi8vL9q3b8/GjRvz5Py5KeVrS3lLSkri2LFjDBw4UL+vbo2ywkwCn4JixAiwtlaXsTh0yGTF6pIV6gIefeCTosXn4oOLaBUtVx9dlZXbhRD5Zv/+/QwdOpSjR4+yc+dOkpKSaNmyJdHReTMZY8CAAQQFBXHt2jU2bNhApUqVePPNNw0Cg9ySkJCQq+XrXlvKm4WFBW5ubtjZ2eXquQsaCXwKCk9P6N1bvf/ppyYrVteyoxvbox/jkyLwSXn/TsQdk51bCCGyY8eOHfTp04fKlStTvXp1VqxYQUBAACdOnNDv4+vry6xZs+jbty+Ojo6ULl2a7777zqCcf//9l5o1a2JjY0OdOnU4depUls5vZ2eHh4cHPj4+1K9fnzlz5rBkyRKWLl3Krl279PvdvXuX7t27U6xYMUqUKEHHjh25deuW/vmkpCTef/99XFxcKFGiBOPGjaN379506tRJv0/Tpk0ZNmwYo0ePxtXVlRYtWgBw4cIF2rZti4ODA+7u7vTq1YuHDx/qj1MUhblz5+Ln54etrS3Vq1fn119/zfJrS3nTvZ+6ri5fX18A3njjDTQajf5xYSOBT0Hy4YdgZgbbt8PZsyYpUhfUpGnxSdHVZXBfZnsJUfgoCkRH588tB1334eHhABQvXtxg+/z58/UBzZAhQxg8eDCXLl0CIDo6mtdff53y5ctz4sQJpk2bxhhd2hAj9O7dm2LFium7vGJiYmjWrBkODg4cOHCAQ4cO4eDgQOvWrfWtNnPmzOGnn35ixYoVHD58mIiIiHS7j1atWoWFhQWHDx9myZIlBAUF4e/vT40aNTh+/Dg7duwgJCSEbt266Y+ZNGkSK1asYPHixZw/f55Ro0bx9ttvs3//fqNfo86xY8cAWLFiBUFBQfrHhY4iDISHhyuAEh4enj8V6NpVUUBR3nrLJMW989s7CtNQZh2YpSiKolx+eFlhGor9THtFq9UqiqIo/Tb3U5iGwjSUH07/YJLzCiHyR2xsrHLhwgUlNjb26caoKPW6kh+3qCijXodWq1Xat2+vNG7c2GB7mTJllLfffttgv5IlSyqLFy9WFEVRlixZohQvXlyJjo7W77N48WIFUE6dOpXh+fz9/ZURI0ak+9zLL7+stGnTRlEURfn++++V8uXL66+fiqIo8fHxiq2trfLnn38qiqIo7u7uymeffaZ/PikpSSldurTSsWNHg/PVqFHD4DyTJ09WWrZsabAtMDBQAZTLly8rUVFRio2NjfL3338b7NOvXz+lR48emb42S0tLxd7eXn8bPXq0oijq+/n555/r9wWU3377LcOy8lu6f99PZPX72yJfoy6R1rhx8MsvsHYtfPIJ5LCpMXVXl7eTNwDRidE8jntMMdtiGXZ7CSFEfhk2bBhnz57lUDpjHqtVq6a/r9Fo8PDw4P79+wBcvHiR6tWrG4xbadCgQY7qoigKGo0GgBMnTnDt2jUcHR0N9omLi+P69euEh4cTEhJCvXr19M+Zm5tTu3ZttKnSldSpU8fg8YkTJ9i7dy8ODg5p6qArOy4uTt8tppOQkEDNmjUzfQ1vvfUWEydO1D92cXHJdP/CTAKfgqZ2bWjRAnbuVPP6fPVVjopL3dVlZ2lHCdsShMaGEhgRqAY+GXR7CSEKCTs7iIrKv3Nn0/Dhw/n99985cOAA3t7eaZ63tLQ0eKzRaPRBhWLCWbEAycnJXL16lbp16wKg1WqpXbs2P/30U5p93dzcDOqUUnr1sre3N3is1Wpp3749c+bMSbOvp6cn586dA2Dbtm14eXkZPG9tbZ3p63B2dqZcuXKZ7lNUSOBTEI0bpwY+338PU6ZAig9TdiiKoh+srGvx0d0PjQ0lMDyQqiWr6md+AQREBKQpRwjxnNNoINWXbEGkKArDhw/nt99+Y9++fZQtWzbbZVSqVIkff/yR2NhYbG1tATh69KjRdVq1ahVhYWF06dIFgFq1arFu3TpKliyJk5NTuse4u7vz77//8sorrwBq8HTq1Clq1KiR6blq1arFhg0b8PX1xcIi7ddzpUqVsLa2JiAgAH9/f6NfU2YsLS1JTk7OlbILChncXBA1bw516qhrd+WgxedhzEPikuLQoNGvzA6GU9ofxz0mOvHpVFFp8RFC5JehQ4eyevVqfv75ZxwdHQkODiY4OJjYbKxj2LNnT8zMzOjXrx8XLlxg+/btzJs3L0vHxsTEEBwczJ07d/jnn38YN24cgwYNYvDgwTRr1gxQu4xcXV3p2LEjBw8e5ObNm+zfv58RI0Zw5476Q3P48OHMnj2bzZs3c/nyZUaMGEFYWFiaVqD0Xv+jR4/o0aMH//77Lzdu3OCvv/6ib9++JCcn4+joyJgxYxg1ahSrVq3i+vXrnDp1ikWLFrFq1aosv0eZ8fX1Zffu3QQHBxMWFmaSMgsaCXwKIo0GPvpIvf/11xAZaVQxum4udwd3rC2eNoOmnNmVekyPjPERQuSXxYsXEx4eTtOmTfH09NTf1q1bl+UyHBwc2LJlCxcuXKBmzZpMnDgx3a6j9CxduhRPT09eeOEF3njjDS5cuMC6dev45ptv9PvY2dlx4MABSpcuTefOnalYsSJ9+/YlNjZW3wI0btw4evTowTvvvEODBg1wcHCgVatW2NjYZHr+UqVKcfjwYZKTk2nVqhVVqlRhxIgRODs7Y2amfl3PmDGDKVOmMHv2bCpWrEirVq3YsmWLUa1j6Zk/fz47d+7Ex8fnmeOGnlcaxdQdos+5iIgInJ2dCQ8Pz7AZM08kJ0PFinD1qjrWZ/TobBex+dJmOq3rRN1Sdfl3wL/67XMOzeGj3R/Rq1ovulfuzutrXsevmB83wm4AEDk+EgertIPrhBAFX1xcHDdv3qRs2bLP/KIVeUOr1VKxYkW6devGjBkz8rs6z7XM/r6z+v0tLT4Flbk5jB2r3l+wAIzI6qnP2pxifE/Kx4ERgQYrtztZq38o0t0lhBDGu337NkuXLuXKlSv8999/DB48mJs3b9KzZ8/8rpqgkAY+33zzjT4arF27NgcPHszvKhmnVy81o/Pdu5DODIJnST2jS8egqyv86T7pLWchhBAie8zMzFi5ciV169alUaNG/Pfff+zatYuKFSvmd9UEhTDwWbduHSNHjmTixImcOnWKV155hTZt2hAQ8BzOVrK2hlGj1Ptz50KqHBDPkmHg86TF507EHf0srtLOpZ+u3C4tPkIIYTQfHx8OHz5MeHg4ERER/P333zRp0iS/qyWeKHSBz4IFC+jXrx/9+/enYsWKfPHFF/j4+LB48eL8rppx3nsPnJ3h0iX4/fdsHZo6eaGOl6MXGjTEJ8dzMuikfh9p8RFCCFHYFao8PgkJCZw4cYKPdDOinmjZsiV///13PtXqqYj4CL7+92seRD/g89afZ+0gJycYMgRmz+bOhOEsdvhXnfUF1POqR8cKHTM8NKMWH0tzSzwcPAiKCuLCgwv6fXQB0u+XfycxOREADwcPBtcdjIVZofpTEUIIUUQVqm+zhw8fkpycjLu7u8F2d3d3goOD0z0mPj6e+Ph4/eOIiIhcrePEPWrK8BnNZ2R95tSIESTOm4v3xTscXj2b/U9mLZprzLn/4X2K2xZPc0iyNpm7EXeBtC0+AOWKlyMoKkj/2K+YH3cj1f1PBZ/iVPDT1YzLuJShQ/kOWaurEEIIUYAVqsBHJ71U4Rkljpo9ezbTp0/Pi2rhZO2Ek7UTEfERBIYHUtEtiwPd3N354xUPOuy5y/yTrvz45lssP7WcyIRIbobdTDfwCY4KJllJxlxjjqeDZ5rnv2rzFT+c+YFkJZnanrXxcvLijQpvMLP5TO5Hq2ve/HX9Ly4+vMjV0Ks5et1CCCFEQVGoAh9XV1fMzc3TtO7cv38/TSuQzvjx4xmdIkdOREQEPj5pW0hMxcfJh/MPzhMYkY3AB1j4ihVt90Lt/x5Su8Rb/O36N8fuHSMwIpDapWqn2V/XzeXl5IW5mXma56t7VGe+x3yDbdYW1kx4ZYL+8didY7n48KKM+RFCCFFoFKrBzVZWVtSuXZudO3cabN+5cycNGzZM9xhra2ucnJwMbrnJmJlTiqJwxDKYn3QLEs+c+TQXTwblpJymbiwZ7CyEEKKwKVSBD8Do0aNZtmwZy5cv5+LFi4waNYqAgAAGDRqU31UDjAsmHsU+IjYpltmNQdFoYPNm6oXaZlqOfmBzOuN7skqmtwshCotp06Y9c5FQoVq5ciUuLi75XY1cU+gCn+7du/PFF1/w8ccfU6NGDQ4cOMD27dspU6ZMflcNeBqIpFwR/Vl0QcyjMm5onqwQ3PG3CwbPpabP2pyTFh9nafERQuSdAwcO0L59e0qVKoVGo2HTpk1p9lEUhWnTplGqVClsbW1p2rQp58+fN9gno2Oza9++fWg0GjQaDWZmZjg7O1OzZk3Gjh1LUFDQswsowFK+tpS3SZMm0b17d65cuaLft7AFjYUu8AEYMmQIt27dIj4+nhMnThSoxFHGtPgY5OOZqM4KK7/7NOVCM+nqymAquzF1DYkKISE5+0tmCCFEdkRHR1O9enW+/vrrDPeZO3cuCxYs4Ouvv+bYsWN4eHjQokULIo1czDkrLl++zL179zh27Bjjxo1j165dVKlShf/++y/XzglqkJeUlJSr57h8+TJBQUH620cffYStrS0lS5bM1fPmp0IZ+BRkzxqbkx5dEFPauTTUqAHt2qHRKnx0KJOurgySF2aHq50rNhY2KCj6qfFCCJFb2rRpwyeffELnzp3TfV5RFL744gsmTpxI586dqVKlCqtWrSImJoaff/4ZAF9fXwDeeOMNNBqN/rHOjz/+iK+vL87Ozrz55ptZCphKliyJh4cHL730Em+++SaHDx/Gzc2NwYMHG+y3YsUKKlasiI2NDRUqVDBY1R3g77//pkaNGtjY2FCnTh02bdqERqPh9OnTwNNWmD///JM6depgbW3NwYMHURSFuXPn4ufnh62tLdWrV+fXX381KPvChQu0bdsWBwcH3N3d6dWrFw8fPszya9PdHBwcDLq6Vq5cyfTp0zlz5oy+VWjlypXPLLcgk8Anj6Vs8VEUJUvHpBmo/KTV550zYBZwh2RtctpjTNDio9Fo8HbyNihPCPH8URSF6OjofLll9TqXFTdv3iQ4OJiWLVvqt1lbW+Pv769PUnvs2DFADUKCgoL0jwGuX7/Opk2b2Lp1K1u3bmX//v18+umn2a6Hra0tgwYN4vDhw9y/r6b/WLp0KRMnTmTmzJlcvHiRWbNmMXnyZFatWgVAZGQk7du3p2rVqpw8eZIZM2Ywbty4dMsfO3Yss2fP5uLFi1SrVo1JkyaxYsUKFi9ezPnz5xk1ahRvv/02+/fvByAoKAh/f39q1KjB8ePH2bFjByEhIXTr1i3bry217t2788EHH1C5cmV9q1D37t1zXG5+KlTT2Z8HukAiJjGGsLiwdHPwpJYmiGnQAKV5Myz37OWDQ1qCooL05QIkJCcQEhWiHpODFh/dOa89upatMUlCiIIlJiYGB4csJkw1saioKOzt7U1Sli5VSXpJam/fvg2Am5sbAC4uLnh4eBjsp9VqWblyJY6OjgD06tWL3bt3M3PmzGzXpUKFCgDcunWLkiVLMmPGDObPn69vrSpbtiwXLlxgyZIl9O7dm59++gmNRsPSpUuxsbGhUqVK3L17lwEDBqQp++OPP6ZFixaA2v23YMEC9uzZQ4MGDQDw8/Pj0KFDLFmyBH9/fxYvXkytWrWYNWuWvozly5fj4+PDlStXeOmllzJ8Hd7e3gaPde+jjq2tLQ4ODlhYWKR5P59XEvjkMVtLW1ztXHkY85DA8MDsBT4pghjNxEmwZy/9T8K5q6fxrv30j/duxF0UFKzNrXGzc8tRfY3pmhNCiNyUnSS1Kfn6+uqDHgBPT099i0126VqyNBoNDx48IDAwkH79+hkEMklJSTg7OwPqWJpq1aphY2Ojf75evXrpll2nTh39/QsXLhAXF6cPhHQSEhKoWbMmACdOnGDv3r3pBrfXr1/PNPA5ePCgwXtSrFixDPctLCTwyQelnUurgU9EINU9qj9z/3Rz8jRrxjk/R6rciMRh0Xew/PWn+6cIlLJyMciM5PIR4vlnZ2dHVFRUvp3bVHQtDsHBwXh6Ps1In1mS2pQsLS0NHms0GrRarVF1uXjxIqAGU7oyli5dyssvv2ywn7m5mkA2veAso27AlC1kurK3bduGl5eXwX7W1tb6fdq3b8+cOXPSlJXyfUpP2bJlC/XU9fRI4JMPfJx8OBl0MkutKFpFy52IO+pxKbutNBq2d69JldkH8Fv7F3wWCiVKAKZJXqijz+UjgY8Qzy2NRmOy7qb8VLZsWTw8PNi5c6e+tSMhIYH9+/cbfOlbWlqSnJx27KOpxMbG8t1339GkSRN915qXlxc3btzgrbfeSveYChUq8NNPPxEfH68PWI4fP/7Mc1WqVAlra2sCAgLw9/dPd59atWqxYcMGfH19sbAw/de6lZVVrr6feU0GN+eD7LSi3I++T6I2ETONGaUcSxk897BpPU55gFVsPHz5pX67KZIXpqmrdHUJIXJZVFQUp0+f1s9yunnzJqdPnyYgQB1jqNFoGDlyJLNmzeK3337j3Llz9OnTBzs7O3r27Kkvx9fXl927dxMcHExYWFiO63X//n2Cg4O5evUqa9eupVGjRjx8+JDFixfr95k2bRqzZ89m4cKFXLlyhf/++48VK1awYMECAHr27IlWq2XgwIFcvHiRP//8k3nz5ulfV0YcHR0ZM2YMo0aNYtWqVVy/fp1Tp06xaNEi/cDpoUOH8ujRI3r06MG///7LjRs3+Ouvv+jbt69JAhZfX1/9/8XDhw8NFvZ+Hkngkw+yk8RQF3B4OnhiYWYYyfs4l2bWK08efPklPFlZ3pQtPpLEUAiRV44fP07NmjX1rTmjR4+mZs2aTJkyRb/P2LFjGTlyJEOGDKFOnTrcvXuXv/76y2Ccyvz589m5cyc+Pj76snKifPnylCpVitq1a/Ppp5/y2muvce7cOSpVqqTfp3///ixbtoyVK1dStWpV/P39WblyJWXLlgXAycmJLVu2cPr0aWrUqMHEiRP1ryvluJ/0zJgxgylTpjB79mwqVqxIq1at2LJli77sUqVKcfjwYZKTk2nVqhVVqlRhxIgRODs7Y2aW86/5Ll260Lp1a5o1a4abmxtr1qzJcZn5SaOYcq5hIRAREYGzszPh4eG5tm7Xmv/W0HNjT5qUacL+Pvs5f/88n/39GXFJcWn2DYoK4sDtA9T3rs+RfkcMntt0aRNd1rzB9SU2+IbE8WDyB4ytHcruG7sJjAjk23bf8l6d93JU1/C4cFzmuAAQPSEagMl7JtOlUhca+qS//pkQIv/ExcVx8+ZNypYt+8wvVJG/fvrpJ959913Cw8OxtbXN7+o8FzL7+87q97eM8ckHqWdKfXr4U1afXZ3pMZVcK6XZVtq5NFozWNDMmi/XxmH95SLWDY0j1urJMW5pj8kuZxtnHK0ciUyIJDA8kBNBJ1hwdAEng0+yt/feHJcvhBBFxQ8//ICfnx9eXl6cOXOGcePG0a1bNwl68pgEPvlA1wV1J+IOWkXLzbCbAPSv2Z9q7tXS7G9lbkWXSl0yLOfbF8NZ6FsGp1u3GXASwt/rTYfyHWhcurFp6uvsw4UHFwiMCNTXVfevEEKIrAkODmbKlCn6WWldu3Y1KoeQyBkJfPJBKcdSaNCQqE3kfvR9/fiZvjX70sCnQZbL0S0pEUccoe8PwHX0JMYehqufv0nTCq1NVl8fpyeBT3igvq53I++SrE3G3MzcZOcRQojCbOzYsYwdOza/q1HkyeDmfGBpbomno5pb4fbj2/p1sLI7CyvlkhIXX69PoLMGr0iotPlvk9Y35Sw0XeCTpE0iJDrEpOcRQgghcpsEPvlElx/n2L1jJCvJmGvM8XTIPNFUenRByelHF5jVWB2n7vblMohLO1A6p3UNDA80mNYuU9yFKLhk3ooojEzxdy2BTz7RBSyHAw8D4OXkZVS3ka6V6HDgYZbXhLvOZmjuBcH335uurrrp9xEBBtPaZYq7EAWPLjtxTExMPtdECNPT/V2nzsKdHTLGJ5/oA5+AwwaPjS3n78C/SbCAH9t68dGaQJg9G/r3hycZQk1R1wsPLvA47rF+u7T4CFHwmJub4+Liol+Dys7OLsdL1wiR3xRFISYmhvv37+Pi4qJfCsQYEvjkk9SJAY3Nspw6C/TxNtXhgBbu3lVbfYYMMVlddUtn6MiK7UIUTLo1rYxdgFOIgsrFxSXHq8RL4JNPUrfwGN3ikypg8izhCx+1guHD1Vaffv1y3OqjG0CdmnR1CVEwaTQaPD09KVmyJImJifldHSFMwtLSMkctPToS+OST1AFLTru6DMrt318Neu7cgRUrYNAgo+sJYGdpRwnbEoTGhgJgrjEnWUmWwEeIAs7c3NwkXxRCFCYyuDmfpBuwGFNOegGUjQ189JG6YdYsSEgwquyMzlPDowYgY3yEEEI8fyTwySfuDu5Ymj0dlW5si4+ztbqkhL4cXYAyYAB4ekJgoNrqk0Mp66dboys4KpiE5JwHVUIIIURekcAnn5hpzAzGzuhy5WSXRqMxaI3Rl2PiVp+U9avlWQsrcysUFO5F3stRuUIIIUReksAnH+kCFhsLG1ztXI0v50lrjJnGjFKOpZ4+MWAAeHhAQACsWpWzuqZo8SnjXObpbDLp7hJCCPEckcAnH+mCB28n7xzl2dCV4+ngiYVZivHqtrYwbpx6P4etPilblXycfdJMxxdCCCGeBxL45CNdwGLs+B59OU+CkHQHSL/3ntrqc+sW/PCD8edIUUdvJ2/9Y8nlI4QQ4nkigU8+quVZC4CaHjVzrxxbW9CtBjxzJhiZ06OiW0Wsza2p6FoRGwsb6eoSQgjxXJI8Pvnof5X+x8mBJ6nkVilH5bR7sR2n3jtFBdcK6e/w3nswZ87TVp9+/bJ9Dlc7V84POY+TtROQNvO0EEII8TyQFp98pNFoqOlZE2uLnGVW1mg01PCogY2FTfo72Nk9bfWZMcPosT4vFH8BN3s3IO1SGUIIIcTzQAKfomLwYDWvz+3bJlm5Xd/iI11dQgghniMS+BQVtrYwcaJ6/5NPIDY2R8XpWnxCY0OJSYzJae2EEEKIPCGBT1HSvz/4+MC9e7BkSY6KcrFxwcHKAUi7arsQQghRUEngU5RYW8OUKer92bMhOtroojQajczsEkII8dyRwKeo6d0b/Pzg/n34+uscFaUb5yO5fIQQQjwvJPApaiwtYdo09f7cuRARYXRRMrNLCCHE80YCn6KoZ0+oUAEePYIvvjC6GOnqEkII8byRwKcoMjeH6dPV+/PnqwGQESSJoRBCiOeNBD5F1f/+B9WqqV1d8+cbVYR0dQkhhHjeSOBTVJmZPW31WbgQHjzIdhGlnUsD0tUlhBDi+SGBT1HWsSPUrq1Oa58zJ9uH67q6IhMiCY8LN3XthBBCCJOTwKco02jUtbsAFi2CoKBsHW5naUdx2+KAdHcJIYR4PkjgU9S1bg0NG0JcHMyale3DdeN8GnzfgOJzilN8TnEGbR1k6loKIYQQJiGBT1GXstXnu+/URUyzoalvUwCiEqIIiwsjLC6M7058R2JyookrKoQQQuScBD4CmjeHZs0gIeHpgOcs+rzV51wbfo1LQy9xcehFrMytUFC4F3kvlyorhBBCGM8ivytQlCQmJjJjxgw0Gk2am5mZWba2azQaLC0tsbW1xc7ODltbW/3Nzs4OBwcHXF1dcXZ2xswsC/HtrFnQoAGsWgUffggVK2bpNWk0Gl4o/oL+sZejFzcf3yQwIpAyLmWMfauEEEKIXCGBTx5KSEhghq5bKY+Ym5vj6uqKm5sbbm5u+Pj4ULZsWcqWLUu5cuWoUqUKzs7OUL8+dOoEmzbBpEmwYYNR5/Nx9lEDH5niLoQQogCSwCcPWVhYMHToUBRFSfem1WqztT0hIYHY2Ng0t5iYGCIjI4mMjCQ5OZmQkBBCQkIyrFeZMmWoVq0adUqXpolGw8sbN2L7779Qr162X6MkNRRCCFGQSeCTh6ytrfk6hyuiZ0d8fDwPHz7k4cOHPHjwgPv373P79m1u3rzJjRs3uHLlCoGBgdy+fZvbt2+z5clxlkC9li1pN3Ysnd54gwoVKqDRaLJ0TklqKIQQoiCTwKcQs7a2xsvLCy8vrwz3CQsL47///uP06dMcOXKEA3v3ci8khMPh4RyeOJEJEyfy0ksv0aVLF959911efPHFTM8pLT5CCCEKMo2iKEp+V6IgiYiIwNnZmfDwcJycnPK7OnlOURRu9u3LrpUr2ezkxK64OBISEvTPN23alAEDBtClSxesra3THL/1ylbar2lPLc9anBh4Ii+rLoQQogjL6ve3TGcXBjQaDX5z5jDQwYFtERE8XLaMdevW0bZtWzQaDfv27eOtt97Cz8+PL774gpiYGIPjdS0+AeEB+VF9IYQQIlMS+Ii0SpaEDz4AwPGTT+jWuTPbtm3j9u3bTJs2DS8vL+7du8eoUaPw9fVlzpw5xMbGAk/X73oY85DYxNh8ewlCCCFEeiTwEekbPRpcXeHKFVi5EgAfHx+mTp3K9evXWbJkCb6+vjx48ICPPvqIihUrsnHjRlysXbCztAPgTsSdfHwBQgghRFoS+Ij0OTnBhAnq/WnTIPZp6421tTUDBw7kypUrrFy5Em9vb27fvk2XLl1o1aoVJWNKAjLAWQghRMEjgY/I2ODB4OMDd++qq7enYmlpSe/evbl06RKTJk3C2tqaXbt2cXvObfgbbodlb90vIYQQIrdJ4CMyZmPzdO2u2bMhPDzd3ezt7ZkxYwYXLlygbdu2KEkK/AWfDPiEwEBp9RFCCFFwSOAjMterl7pu16NHMG9eprv6+fmxdetW2o1uB5Zw4+QNqlatyqZNm4w+fbI22ehjhRBCiNQk8BGZs7CAmTPV+wsWQFBQprtrNBreeOsNGATOL6j5FN544w0+/vhjtFpttk59+/FtXD9zZcQfI4ytvRBCCGFAAh/xbJ06qYuYxsSoA52fwcfZB0qA90hvRoxQg5apU6fStWtXoqKisnzagwEHeRz3mK1XtxpZcSGEEMKQBD7i2TQa+Owz9f6yZXDhQqa765IY3om6wxdffMHy5cuxsrJi48aNNGzYkLt372bptLr1vu5E3EGrZK+1SAghhEiPBD4iaxo3Vlt+tFr46KNMd9UlMQyPDyciPoJ3332Xffv24eHhwX///ccrr7zCjRs3nnlK3XT4hOQEHkQ/yPFLEEIIISTwEVn36adgbg5btsD+/Rnu5mDlgIuNC/C01aZBgwb8/fffvPDCC9y8eZPGjRtz7ty5TE+XMg+Q5AQSQghhChL4iKwrXx4GDlTvjxmjtv5kIL1V2suWLcvBgwepUqUKQUFB+Pv7c+zYsQzL0AVNqe8LIYQQxpLAR2TP1Kng4ADHj8P69RnupuvuSh2weHp6sn//fl5++WUePXpEy5YtOXv2bLplSIuPEEIIU5PAR2SPuzuMHavenzAB4uPT3S29Fh+d4sWLs2vXLho2bMjjx49p2bIlV69eNdgnOiGaR7GP9I+lxUcIIYQpSOAjsm/0aPD0hJs34Ztv0t0ls8AHwMHBgW3btlGjRg1CQkJ47bXXDLI8pz4uICLARJUXQghRlEngI7LP3h4+/li9P2MGhIWl2aW0c2kg85YaFxcX/vzzT1566SUCAgJ47bXXePDgQbrHSYuPEEIIU5DARxinTx+oVEkNej79NM3T+jE+zxibU7JkSXbt2kXp0qW5cuUKnTt3Jj4+Xn9cMZtiWSpHCCGEyAoJfIRxLCxg7lz1/sKFcNtwJXZ9V1d4IIqiZFqUj48PO3bswNnZmUOHDjFo0CACHqtdWw19GgJwL/IeSdokE78IIYQQRY0EPsJ4bdtC06bqAOfJkw2e8nbyBiA2KdZgkHJGKlasyPr16zE3N2flypVsX7UdgDql6mBhZoFW0RIUmfk6YUIIIcSzFKrAx9fXF41GY3D76BlZhkUOpFzKYvVqOHVK/5S1hTUl7UsCEBCetYHJLVu25IsvvgDg2A/H4BKUcS6Dl6MXIN1dQgghcq5QBT4AH3/8MUFBQfrbpEmT8rtKhVudOtCjBygKfPCB+u8Tz5rZlZ6hQ4cyePBgUICNYPbILEsDpYUQQoisKHSBj6OjIx4eHvqbg4NDflep8Js9G6ytYe9e+P13/eaMkhimR6toORN8hhNBJ3hn3DuYlTWDBJg9YjaeNp4AHL1zlJthN3PnNQghhCgSCl3gM2fOHEqUKEGNGjWYOXMmCQkJme4fHx9PRESEwU1kU5kyam4fUJeyePKeZ6fFZ/Sfo6mxpAZ1l9alwcoGaDtrwR4un7/M5dWXAfjiny/w+9KPndd35s7rEEIIUegVqsBnxIgRrF27lr179zJs2DC++OILhgwZkukxs2fPxtnZWX/z8fHJo9oWMuPHq1mdr12Dr78Gshf4HLlzBAA3OzdKO5emtHdpOk7oiEaj4cz2M3jf8sbBSm29O3rnaC69CCGEEIVdgQ98pk2blmbAcurb8ePHARg1ahT+/v5Uq1aN/v378+233/L9998TGhqaYfnjx48nPDxcf0uZPVhkg6MjzJyp3v/4Y3j4MFtdXbp9tr+1ndsjb3N75G02TdjElClTAAj7JYx3Sr2j7iuDnIUQQhjJIr8r8CzDhg3jzTffzHQfX1/fdLfXr18fgGvXrlGiRIl097G2tsba2jpHdRRP9OmjtvacPg3TplF6XE/g2YFKQnICwVHBwNNWIp3Jkydz6NAhdu/ezdbZW6GrBD5CCCGMV+ADH1dXV1xdXY069tST6dWenp6mrJLIiLk5LFgAzZvDt99SttcbANyNuItW0WKmSb+B8V7kPRQUrMytcLN3S1WkOatXr6ZKlSoEXA6AAxDoKYGPEEII4xT4rq6sOnLkCJ9//jmnT5/m5s2brF+/nvfee48OHTpQunTp/K5e0dGsGXTqBMnJuE/9DDONGYnaREKiQjI8RNfN5ePkk25w5OHhweLFi9UHB+HmOZnZJYQQwjiFJvCxtrZm3bp1NG3alEqVKjFlyhQGDBjAmjVr8rtqRc9nn4GlJWZ//knPO8WBzLundM/pxgSlp2vXrnR7sxsoELM+huCwYNPWWQghRJFQaAKfWrVqcfToUR4/fkxsbCyXLl1i2rRp2NnZ5XfVip5y5eD99wH4eGs05smZD3BO2eKTmW+/+RaNkwZC4YMPPzBdfYUQQhQZhSbwEQXMpEng6krZoFjeO5H5shX6Fp9nBD7FihXDt7cvAD9//zP79+83WXWFEEIUDRL4iNzh4gLTpwMwfS88vHs1w111QVFmXV06lepXgtrq/ffee4/4+PgcV1UIIUTRIYGPyD0DBxJa1gPXWKi/aleGu2W1xUe/z2vgUNyBy5cvM3v2bJNVVwghROEngY/IPRYWXBzfH4DWf1yDy5fT3U0/xicLLT4+zj5gC7X7qs0+s2bN4uLFiyaqsBBCiMJOAh+Rq6zbdmDri2CZrMDIkQartwPEJMYQGqtm1s5yiw9gVsWM119/ncTERAYOHIhWqzV53YUQQhQ+EviIXFXauTSjWkO8ObBjB2zdavD8nYg7ANhb2uNi4/LM8nStQnci7rBo0SLs7e05dOgQy5YtM3XVhRBCFEIS+Ihc5WbvRkBJKxY0eLJh5EiIi9M/r+vmKu1cGo1G88zyUi586uPjwyeffALARx99lOmabEIIIQRI4CNymZnGDG8nb2a+AhGujnDjhrqsBXDw9kE2XdoEZG18D4C3kzcAcUlxhMaGMmzYMKpVq0ZYWBiTJ0/OldcghBCi8JDAR+S6Ms5liLaGwU0iAdDO/IQT/26mycomfH3sawBKO2VtWRFrC2vc7d0BtbXIwsKCL7/8EoAlS5Zw+vRp078AIYQQhYYEPiLXTXxlIi1faMmW2g4c8gGzmFicJqtdVG52brR7sR3DXx6e5fJ0rUO6afD+/v50794drVbL+++/j5JqALUQQgihI4GPyHWv+r3Kn2//ScPSjRjeFhSNhhf/Os4rt6Brpa5s7bmVau7VslyefpxPimUwPvvsM2xtbTl48CDr1q0z9UsQQghRSEjgI/KMj5MPpz3hRHs1B89Xf0Bp+1JGlQOGy2D4+PgwYcIEAMaMGUN0dLQJaiyEEKKwkcBH5BldF9XqruWJsLegegg025nxUhbPKif1iu9jxoyhbNmy3L17l7lz5+a8wkIIIQodCXxEntG11FzkAQvauABQc9FGyOY09JRT2lOysbHRBzzz5s0jKCgohzUWQghR2EjgI/JMaWd15lZAeACfVYngjDtYhkeqK7lng77FJzwwzXNdunShfv36xMTEMG3atBzXWQghROEigY/IM7qA5UroFWJIYESbJ08sWQKnTmW9nCctPncj75KsTTZ4TqPR8NlnnwGwbNkyWcdLCCGEAQl8RJ7RJR/UKuq6WleqeEL37ur6XUOGQBbX2/J09MRMY0aSNomQ6JA0zzdu3JhOnTqh1WoZN26c6V6AEEKI554EPiLP2FnaUcK2hP6xj7MPzJ8PDg5w9CgsX56lcizMLPBy9ALS7+4C+PTTTzE3N2fLli3s378/55UXQghRKEjgI/JUyqUpfJx8wMsLPv5Y3TBuHDx8mK1yUg9w1ilfvjwDBw4E4MMPP5SkhkIIIQAJfEQe043PMbg/fDhUqwaPHsH48dkqJ6MWH4CpU6dib2/PsWPH2LRpk9F1FkIIUXjkOPCJS7HSthDPYhD46Fp/LCzgm2/U+8uWwZEjWS4nZRLD1Nzd3Rk5ciQAkydPJjk5OcN9hRBCFA1GBT5arZYZM2bg5eWFg4MDN27cANQvl++//96kFRSFS5quLp1GjaBvX/X+4MGQlJSlcjLq6tIZM2YMLi4unD9/XpayEEIIYVzg88knn7By5Urmzp2LlZWVfnvVqlVZtmyZySonCh9dLp/U9wGYMweKF4czZ2DRokzLySiJYWouLi6MGTMGULu+EhMTjai1EEKIwsKowOeHH37gu+++46233sLc3Fy/vVq1aly6dMlklROFT7pdXTqurvDpp+r9yZPh3r2My8kkiWFqI0aMwNXVlWvXrrFq1arsV1oIIUShYVTgc/fuXcqVK5dmu1arlV/UIlNli5UFwNbCFnd797Q79OsHL78MkZHwwQcZlqMLoIKjgklITsj0nA4ODox/Mmj6448/Jj4+3sjaCyGEeN4ZFfhUrlyZgwcPptn+yy+/ULNmzRxXShRe3k7eLHl9Cas7r8bczDztDmZmsHix+u/atbBrV7rluNm7YWVuhYLCvciMW4Z0Bg8eTKlSpQgMDOS7777L6csQQgjxnDIq8Jk6dSrDhg1jzpw5aLVaNm7cyIABA5g1axZTpkwxdR1FITOw9kA6V+yc8Q41a8LQoer9oUMhnRYaM41Zlqa069ja2jLpyZpgc+bMkVYfIYQooowKfNq3b8+6devYvn07Go2GKVOmcPHiRbZs2UKLFi1MXUdRFM2YAe7ucOUKPFl7K7WszuzS6du3L15eXty9e5cVK1aYrKpCCCGeH0bn8WnVqhX79+8nKiqKmJgYDh06RMuWLU1ZN1GUOTvDggXq/U8+gatX0+ySnRYfAGtra8aOHQuoS1rIeDQhhCh6jAp8jh07xj///JNm+z///MPx48dzXCkhAOjRA1q0ULu6Bg1SFzNNIatT2lMaMGAAJUuW5Pbt26xevdqk1RVCCFHwGRX4DB06lMDAtF82d+/eZahubIYQOaXRwLffgq0t7NkDP/5o8LSuqyuz7M2p2dra6vP6zJo1i6RnJEoUQghRuBgV+Fy4cIFatWql2V6zZk0uXLiQ40oJoefnB1OnqvdHj4YHD/RPGdPiA+oMrxIlSnDt2jXJ5iyEEEWMUYGPtbU1ISEhabYHBQVhYWGR40oJYWD0aHUR09BQg9w+2UlimJKDgwOjRo0CYObMmWi1WtPVVQghRIFmVODTokULxo8fT3h4uH7b48ePmTBhgszqEqZnaQlLl6pdXz/+qM/to2vxCY0NJSYxJltFDhs2DGdnZy5evMjGjRtNXmUhhBAFk1GBz/z58wkMDKRMmTI0a9aMZs2aUbZsWYKDg5k/f76p6ygE1KsHw4ap9997D2JicLFxwd7SHoA7EXeyVZyzszPvv/8+oK49p6QaOC2EEKJwMirw8fLy4uzZs8ydO5dKlSpRu3ZtFi5cyH///YePj8+zCxDCGDNngrc33LgBM2ag0Wj0C51mt7sLYOTIkTg4OHDmzBm2bt1q6toKIYQogIwekGNvb8/AgQNNWRchMufoqK7a3rEjzJsHPXrg4+zDxYcXsz3AGaB48eIMHTqUOXPmMGPGDF5//XU0Gk0uVFwIIURBYXTgc+XKFfbt28f9+/fTDA6VZStErunQATp3ho0bYeBASo+rBBjX4gMwevRovvzyS44dO8bevXtp3ry5KWsrhBCigDEq8Fm6dCmDBw/G1dUVDw8Pg1/JuiUshMg1X36pDnD+5x/e2FecZcWzP6Vdp2TJkvTt25dFixYxd+5cCXyEEKKQ0yhGjOosU6YMQ4YMYdy4cblRp3wVERGBs7Mz4eHhODk55Xd1REYWL4YhQ0i0s+aFgfFUqt2KHW/vMKqoGzdu8OKLL6LVajlz5gzVqlUzcWWFEELktqx+fxs1uDksLIyuXbsaXTkhcuy996BRIyxj4lmyFQKzkb05NT8/P/3f82cZLIgqhBCicDAq8OnatSt//fWXqesiRNaZmcH336O1tqLNNXhl380cFffhhx8CsGbNGm7fvm2KGgohhCiAjBrjU65cOSZPnszRo0epWrUqlpaWBs/r8qMIkavKlydpyiSsJk5h9tY4Im5exqlseaOKql27Ns2bN2fPnj188cUXfP755yaurBBCiILAqDE+ZcuWzbhAjYYbN27kqFL5Scb4PGeSkjjla0PNu8lEtG6G0/bdaoZnI/z555+0bt0ae3t7AgICKF68uIkrK4QQIrfk6hifmzdvZnh7noMe8RyysOCTd/1IMAOnHXth/Xqji2rZsiXVqlUjOjqaxYsXm7CSQgghCgqjAh8hCpKESuWZ2eTJg2HDDFZwzw6NRsPYsWMB+PLLL4mNjTVRDYUQQhQURicwvHPnDr///jsBAQEkJCQYPLdgwYIcV0yIrPJx8mF2Yxh8uyQeN+/D++/DmjVGldWtWzcmTJhAQEAAP/zwA++9956JayuEECI/GdXis3v3bsqXL88333zD/Pnz2bt3LytWrGD58uWcPn3axFUUInM+Tj4kWsC3Q+qqs73WroXNm40qy9LSktGjRwMwb948kpOTTVlVIYQQ+cyowGf8+PF88MEHnDt3DhsbGzZs2EBgYCD+/v6S30fkOR9ndWHcgyVj4cm0dAYPhrAwo8rr168fxYoV49q1a2zatMlEtRRCCFEQGBX4XLx4kd69ewNgYWFBbGwsDg4OfPzxx8yZM8ekFRTiWXyc1MAnIDwApk6F8uUhKAg++MCo8hwcHBgyZAiATGsXQohCxqjAx97envj4eABKlSrF9evX9c89fPjQNDUTIot0LT53Iu6g2NjA99+rU9pXrIBt24wqc8iQIVhaWnL48GGOHTtmyuoKIYTIR0YFPvXr1+fw4cMAtGvXjg8++ICZM2fSt29f6tevb9IKCvEsXo5eAMQlxfEw5iE0agQjR6pP9u8PoaHZLrNUqVJ0794dgC+++MJENRVCCJHfjAp8FixYwMsvvwzAtGnTaNGiBevWraNMmTJ8//33Jq2gEM9ibWGNu707kGKV9pkzoUIFCA6G4cONKnfUqFEArF+/nrt375qkrkIIIfKXUYGPn5+ffgVrOzs7vvnmG86ePcvGjRspU6aMSSsoRFboursCw58EPra2sGoVmJurU9t/+SXbZdaqVYsmTZqQlJTEokWLTFldIYQQ+cTowCc0ne6Dx48f4+fnl+NKCZFdpZ1LAylafADq1YPx49X7gwerrT/ZNPJJl9mSJUuIiYnJaTWFEELkM6MCn1u3bqWb3yQ+Pl66BES+0M3smvf3PDqv68y9yHvqE5MnQ40a6jifgQMhm0vTdejQgbJly/Lo0SN++OEHE9daCCFEXstW5ubff/9df//PP//E2dlZ/zg5OZndu3fj6+trssoJkVXV3asDcDv8NrfDb9O4dGNGNxgNVlbwww9Qpw5s2aJ2f/Xpk+Vyzc3Nef/99xk1ahQLFy5k4MCBmJnJSi9CCPG8ytbq7LoLvkajIfVhlpaW+Pr6Mn/+fF5//XXT1jIPyersz6dkbTJ7bu7h2xPfsvHiRt6v9z4L2yx8usOcOfDRR+DkBP/9B6VLZ7nsiIgIvL29iYyMZPv27bRp0yYXXoEQQoicyJXV2bVaLVqtltKlS3P//n39Y61WS3x8PJcvX36ugx7x/DI3M6fFCy1o5tsMSDXWB2DMGGjQACIioG9f0GqzXLaTkxP9+/cHZGq7EEI874xqs7958yaurq4G2x4/fmyK+giRI7qxPmkCH3NztZvL1hZ274bFi7NV7vDhwzEzM+Ovv/7i/PnzpqquEEKIPGZU4DNnzhzWrVunf9y1a1eKFy+Ol5cXZ86cMVnlhMiuNNPaU3rxRZg7V73/4Ydw+XKWyy1btiydOnUCpNVHCCGeZ0YFPkuWLMHHR/2C2blzJ7t27WLHjh20adOGD3WLRAqRD3QtPiHRIcQnxafdYcgQeO01iI2Ft96ChIQsl61LaPjjjz/y4MEDk9RXCCGKkh07drBnzx6ioqLyrQ5GBT5BQUH6wGfr1q1069aNli1bMnbsWFnXSOQrVztXbCxsALgbmU5qBTMzWLkSihWDEydg2rQsl92oUSNq165NfHw8S5YsMU2FhRCiCOnVqxevvvoqt2/fzrc6GBX4FCtWjMBAtSthx44dvPbaawAoipJufh8h8opGo3k6zie97i4ALy9YulS9/+mncOBAlsvWtfosWrSIhGy0FgkhRFGn1Wp59OgRACVKlMi3ehgV+HTu3JmePXvSokULQkND9dN7T58+Tbly5UxaQSGySz/OJ/UA55S6dIF331UTGvbqBVkcnN+1a1dKlSpFcHCwwTg3IYQQmXv8+DHaJzNqixcvnm/1MCrw+fzzzxk2bBiVKlVi586dODg4AGoX2JAhQ0xaQSGyS9fiExAekPmOCxfCCy9AQAAMHZqlsq2srBj6ZN8vvvgiTT4rIYQQ6dMtdeVkaYlVbGy+1cOowMfS0pIxY8awcOFCatasqd8+cuRIfb4TIfLLM7u6dBwd4aef1KnuP/+s3s+C9957DxsbG06ePMnhw4dzWl0hhCgSHv72GwAlEhPh5Ml8q0eWl6z4/fffadOmDZaWlgZLV6SnQ4cOOa6YEMbKUleXzssvw5QpMHWqOuOrUSN4xrIrJUqU4O2332bZsmUsXLiQxo0bm6DWQghRiN27R+jMmQCUcHeHZs3yrSpZDnw6depEcHAwJUuW1OczSY9Go8mVAc4zZ85k27ZtnD59Gisrq3QTJgYEBDB06FD27NmDra0tPXv2ZN68eVhZWZm8PqLgyjCJYUYmTIA//4S//1bH++zbp7YCZeL9999n2bJl/PbbbwQEBFA6G0tgCCFEkZKcDL168TAiAgDX6tXztTpZ7urSarWULFlSfz+jW27N6kpISKBr164MHjw43eeTk5Np164d0dHRHDp0iLVr17JhwwY++OCDXKmPKLgyTWKYHgsLWL1a7fo6dEid6fUMVatWpVmzZiQnJ/PNN9/kpLpCCFG4zZ0Le/YQ+qQRooSbW75WJ9tjfLRaLcuXL+f111+nSpUqVK1alY4dO/LDDz/k6kDP6dOnM2rUKKpWrZru83/99RcXLlxg9erV1KxZk9dee4358+ezdOlSIp5EmaJoKO2str6ExYURnRCdtYPKloWvv1bvT50KR44885ARI0YA8N133xETE2NUXYUQolA7cgQmTwYgtEULIH+nskM2Ax9FUejQoQP9+/fn7t27VK1alcqVK3Pr1i369OnDG2+8kVv1fKYjR45QpUoVSpUqpd/WqlUr4uPjOXHiRIbHxcfHExERYXATzzcnayecrNWVect9VY6+m/tmLSjv1Qt69FCbZXv0gLCwTHd//fXXKVu2LGFhYaxevdoUVRdCFBER8RE0Xt4Yn8990tyarGhCVELWMhvHJMbQfFVzZh2clcs1NsLjxwbX1IeengBp1vrMa9kKfFauXMmBAwfYvXs3p06dYs2aNaxdu5YzZ86wa9cu9uzZww8//JBbdc1UcHAw7u7uBtuKFSuGlZUVwcHBGR43e/ZsnJ2d9TddRmrxfGvo0xCA4KhgVpxeQWhs6LMP0mjg22/VKe63b0P//mqenwyYm5szfPhwAL788kuZ2i6EyLJ9t/ZxOPAwdyLupLkdDDjIwdsHs1TO4YDD7L21l4X/LMzlGmeTosDAgeq11M8Pvv2W0AKQvBCyGfisWbOGCRMm0Cyd0djNmzfno48+4qcsTgkGmDZtGhqNJtPb8ePHs1yeRqNJs01RlHS364wfP57w8HD9TZeRWjzfNr+5mZMDT+Jqp/6yyPJ4HycnWLsWLC1h48ZnruLet29fHBwcOH/+PLt3785ptYUQRYQuz9irZV/lxMAT+luTMk2ArE/O0JVzP/p++usT5pfvv4dfflHHUK5ZA05O+jw+z1Xgc/bsWVq3bp3h823atMnW6uzDhg3j4sWLmd6qVKmSpbI8PDzStOyEhYWRmJiYpiUoJWtra5ycnAxu4vlnZW5FTc+alHEuA2RjhhdAnTowZ456f/RoOH06w12dnZ3p06cPAAsXFrBfXEKIAkv3Y6yyW2VqedbS3yq5VjJ4/pnlpLi23Ym4Y/qKGuPiRXj/ffX+zJlQrx4ADx8+BJ6zrq5Hjx5lGkS4u7sT9oxxESm5urpSoUKFTG82NjZZKqtBgwacO3eOoKAg/ba//voLa2trateuneU6icIl2zO8dEaOhNdfh/h46N4dMllJWNfdtW3bNq5du2ZsVYUQRYguYNFdo3SylYcMw2tbtn7g5Za4OHjzTYiNhRYtYMwY/VPPZYtPcnIyFhYZp/4xNzcnKSkpx5VKT0BAAKdPnyYgIIDk5GROnz7N6dOn9Uvbt2zZkkqVKtGrVy9OnTrF7t27GTNmDAMGDJBWnCIs2zl9dDQaWLFCXdD0ypVMl7R46aWXaNOmDYqi8NVXX+WkukKIIkIf+DilCnyyec1KuV+2f+DlhjFj4OxZKFkSfvgBzNQwQ1GUAhP4ZDmBIagV79OnD9bW1uk+Hx+fe/2LU6ZMYdWqVfrHuqUy9u7dS9OmTTE3N2fbtm0MGTKERo0aGSQwFEWX0YEPgKur2jfdtKn6AX71VXjnnXR3HTFiBH/88QcrVqxgxowZEmwLITKlC1IybPExoqsr31t8fvkFFi1S769aBR4e+qciIyNJTEwE8j/wyVaLT+/evSlZsqTBLKiUt5IlS/JOBl8MObVy5UoURUlza9q0qX6f0qVLs3XrVmJiYggNDeWrr77KMEgTRYMup4/Rv4ReeQWmTVPvDxkCly+nu1vLli2pUKECkZGRrFy50rhzCSGKhGRtMncj7wJPr1E6KX+sPWumqKIohl1d+dnic+UK9Oun3v/oI0g1HljX2mNra4udnV1e185Atlp8VqxYkVv1ECJXZLe/PF0TJqjLWOzZo473OXIEbG0NdtFoNLz//vsMGTKEr776imHDhmFmZtQawEKIQi4kOoQkbRLmGnM8HTwNnvN28gYgLimO0NhQ/czU9DyOe0x04tMkrfnW4hMbC127QmQkNGkCM2ak2aWgdHOBkauzC/G80P16uhtxl2StkcupmJurS1q4ucGZMzBsWLq7vfPOO7i4uHDt2jW2b99ubJWFEIWcrmWmlGMpzM0M1wW0trDG3d7dYL8My0kV6ORb4DN8+NNxPWvWqFPYUykoM7pAAh9RyHk6emKmMSNRm0hIdEgOCvJUP9BmZrB8uXpLxd7env79+wMytV0IkbGMZnQBBAUF4XjTEY6pvSyHDx8mNjY23XJ0OXzsLNWuo3zp6lq1Ss3Zo9HAzz9DitUTUpIWHyHyiIWZBaUc1Q9iji8Kr74KH3+s3h86NN38Prourl27dnH+/PmcnU8IUSjpApaUM7q2b99O8+bN8fLy4to312AbfDXxKxo3boyXlxdjxowxSNcCT69p9bzUPDlhcWFZXurCJM6dA93C4dOmqdfIDOgCH2nxESIP5GhmV2rjx0O7dmquii5d1LVoUihTpgydOnUC1GUshBAiNf2MLicfAgMDadu2Le3atWPv3r0oioKrnyuUB99avvr8ePPnz6dy5cqsXbv2aTkRT5Mg6tYnzLNWn6godVxPbCy0bAmTJmW6u66rS1p8hMgDRicxTI+ZmTq13dcXbtyAPn3SrOf1/pOMpT/++COPnqxNI4QQOrqAJeFmAnXq1OGPP/7A0tKSDz74gJs3bzLux3HQAxpObMjdu3fZunUrtWrVIiwsjB49evDhhx+qM7pS5AIy6Q+8Z1EUeO89uHRJzXW2erU+X09GpKtLiDxk8gtC8eJqvgorK9i8GVLlimrSpAnVq1cnNjaWpUuXmuacQohCIzAiEC7ComGLuH//PtWrV+e///5j3rx5+Pr66q9ZAeEBmJub065dO44ePcrkyZMBmDdvHkOGDCEg7EmXmbOPaX/gPcu336rjeczN1bUN3dyeeYgMbhYiD+nyZNwOv02S1kSZxevUAV1X1vjxcOCA/imNRsOIESMAWLRoUa5lMxdCPH8SkhO4evgq/ALJScl06dKFw4cPU758ef0+6QUxZuZmTJo6iaVLl6LRaPj22285+8tZdf+8bPE5cgSeXN+YPRsaN87SYdLiI0Qe0l0QNl7ciO1MW74/+b1pCh44EHr1guRkNb9PioGHPXr0wM3NjcDAQDZt2mSa8wkhnmuDtg7CeqA1YT+GgRY6/a8Ta9euxd7e3mA/fRqOSDUNx9E7Ryk2pxjWn1gz6sEoxs0ZB8DjHY/hvPrjTh/45GaLT3Aw/O9/kJio/ptiHa5nCQlRZ9Vmtt5nXpHARxR6DXwa6JOAJWmT2Hx5s2kK1mhg8WKoXFm9IHTvDgkJANjY2PDee+8BMrVdCKFae3gtrAOSoViNYqz/eX2661/q0nAkaZMIiQ5hx7UdRCZEAhCVEIVFbQsGDh2o7rwJYkJiTJOsNTOJiepg5nv3oFIlNaWHRpPlw4ODgwHwSLGMRX6RwEcUeh4OHtwbfY9fuv4CPJ1KahL29rBxIzg5wcGDMHq0/qnBgwdjYWHBoUOHOHnypOnOKYR47oRGhhK+KhyioVLVStw+cBtLS8t0902dhkN3zbK3VFuGAiMC6fNhH/AFEmFg/4F4OXjpn8sVH3wAhw6p17rffgNHxywfmpiYqB/jI4GPEHnE0tyS8iXUPnSTXxheekmd1QDqAn1PkhuWKlWKbt26AdLqI0RRN2bcGAgCja2G7Vu24/iMwCHlmB3dNauhT0P9tqCYIOgIZtZmHDp0iD1r9qjPhT97ja9s+/FH+Oqrp/dfeilbh9+/fx8ACwsLihcvbtq6GUECH1Fk6JqCH8U+IiYxxrSFt2//NLnh4MHwzz8A+kHOa9eu1fdxCyGKlr/++ouVi1cC4N3LmzJlyjzzmJQLLOvG7egDH922YlCjdw0Avvz0S4iA6MRoHsc9Nl3lT51SxzMCTJkCHTpkuwhdN5e7u3uBWMMw/2sgRB5xtnbGwcoByKUBgBMnQqdO6jifzp0hOJh69epRv359EhIS+Pbbb01/TiFEgRYREUE/3arldaFyk8pZOu5ZLT66bU3eaEKjRo2IiYnBep81YMLu/NBQ9VoWFwdt28LUqUYVU5DG94AEPqII0Wg0uTvlU5fcsFIldQDg//4HCQn6hIaLFy8mPj7e9OcVQhRY48eP586dOxQrVQxaGC5TkRldC/XZkLP6FuqXvV4G1JXbTwefBtSWoYULF6LRaIg/GQ+BJrq+JSdDjx5w6xa88EKWkhRmRAIfIfJRyubjXOHoCJs2gbMzHD4MI0bwv//9j1KlShESEsIvv/ySO+cVQhQ4hw4d4ptvvgHg5UEvg1U2Ap8n+x29cxQANzs3nG2c8XDwMNju4+xD7dq1effdd9UD/4KAxyZo8Rk7FnbuBDs79ZpWrJjRRUngI0Q+ypMkXy++qGY11Wjg22+xXLmSIUOGAOogZ5MPPBRCFDhJSUkMHToUgH79+pHsmww8/fH1LLoWn+jEaIPHumuYbruuvBkzZmBuaQ6BcHDfwZxVfvlyWLBAvb9qFVSpkqPiJPARIh/lWVr3tm3hk0/U+0OHMrB6daytrTl+/DhHjhzJ3XMLIfLdkiVLOHv2LMWKFWPOnDlP19Vyzl6LT+rHqY/XbS9VqhT1O9UHYNf3u4z/gXX4MAwapN6fNk3tss8hCXyEyEf6NXAiTJjLJyPjx+uznLr17ctbHTsCMrVdiMLu4cOH+nW1PvnkE4oXL26wIntWuNm7YWVupX+sD3xSHG9pZom7w9NMyD0H9wQLeHjlITt27Mh+xW/fhjfeeJqZ+clryCkJfITIR3m6kJ9GAytXQs2a8OABI54kMdywYQOBgXlwfiFEvpgxYwZhYWFUr16d9957j8dxj/VdU95O3lkqw0xjZrBv6q4uAC8nL8w0T7/Gq/pVhbrq/Tlz5mSv0lFR0LEjPHigXrNWrjR6MHNqEvgIkY9SjvHJk7E29vbw++/g6Um1a9doWrw4ycnJ+gGPQojC5dq1a/rP9/z58zE3N9dPL3e1c8XW0jbLZaUMctLr6krdelTauTTUB8xg//79HDt2LGsn0mrhnXfgzBlwd4fNm9Vrl4lI4CNEPtJdNKISogiPD8+bk3p7qxcSGxtGPHoEwHfffUdMjImTKAoh8t3EiRNJSkqidevWvPrqq8DTyRRZ7ebSMQhy0mnxST3ep5RjKTTOGqiqPp43b17WTjRtmroMhZWV+q9P9uqZmaioKKKiogAJfITIF3aWdhS3VVOm50l3l07durBqFe1Rl9d59OgRP/30U96dXwiR606ePMn69evRaDQGXU368T1ZHNisk90WH0tzSzwdPaGB+vjXX3/l5s2bmZ9k7VqYMUO9v3QpNGiQrTo+iy5jvb29PQ4ODiYt21gS+IgiR5/LxwRT2h/FPsr6zt26YT59OsOePFw4axahMaEyvV2I50RUQhTxSRknIZ0+fToAPXv2pFq1avrtxrb46K5VGjT6RUs9HTwx15hnWJ6Pkw94QPVG1dFqtZl3qx8+DH36qPfHjFG7u3IgITmBCw8uGNyOXFRnsepae04FneJm2E2StEk5OldOSOAjihz9OJ8ctvgsOLKAEnNL8NvF37J+0OTJ9OvSBXvg/K1bVH/LlQ93fpijegghcl9sYiwvfvUidZbWSffHyokTJ/j9998xMzPTz+jSMbqr68n+no6eWJqrK7mbm5nj5aSuxJ5eC5JuW92O6ijn5cuXExsbm7bwa9fUwczx8eq/n36arbqlp/HyxlT+prLBrdePvQDQOGoAaPdzO/y+9ONM8Jkcn89YEviIIsdUSQwP3D4AwKGAQ1k/SKPB5ccf6V2yJADlt8GZC3tyVA8hRO679ugawVHBnLt/Lt3xgdOmTQPU1p7y5csbPGdsV9crZV6hnlc9BtcZbLB9UO1B1C1VF/8y/mmO0V3fHKs4UqZMGR49esTatWsNdwoNVXONhYZCnTrw009gbp6tuqUWmxjLsXvqYOritsUpYVuCErYlsIxVA7ZE20QSkhMIjlIHOmf3vTAlCXxEkaP7wOV0IT/d8dnOCWRry/sbNgCwNxEGz/tPXQRQCFFgpbxepG4tPnbsGFu3bk23tQee/sjKatZmHSdrJ/7p/w+Tmkwy2D7+lfH8O+BfnG2c0xyjC3zuRt9l8GA1YFq0aNHTVqq4OHUx5atXoUwZ2LLFJDO4dK/R3tKehx8+5OFY9dbGow0ASXZJ3I24i4KCtbk1bnZuOT6nsSTwEUWOqVp8dMcb02VWvnFjSpcvjgIcvJtEcq+31SmlQogCKeX1IvWPJl1rz9tvv81LL71k8JxW0XIn4g6Q/a4uY6TMVdavXz+sra05ceIEp06dUq8xffvCoUPqeoLbtoGJZlqlbNXSaDT67fGP1DFR8Xbx+vfQ28nbYJ+8JoGPKHJMkcQwNjGWhzEP1XKMDKCsWqqzy5YDMb9ugA9lrI8QBVXK60XKz/y///7L9u3bMTc3Z9KkSWmOexD9gITkBIMByrkp5Q87V1dX3njjDUAd68OUKbBmDVhYwIYNULmyyc6b0Tim8BC1WzDcOtzoLj9Tk8BHFDm6D+adiDtGz6jS/YIDCIoMIjE5MdtlhHuHQwmIAFaCuijgl18aVR8hRO5KGeykDIJmPJkK/vbbb/Piiy9meFzKAcq5SRdU3Iu8R5I2Sb9q+88rVhA3c6a603ffwZMcQ6aS0ZIcIffU6eyJjomcCTmT7j55TQIfUeR4OXmhQUN8cjwPYh4YVUbKi6CCwr3Ie9k6Pj4pngexD+Bl9fE8Fwe0ACNHqgnEhBAFikHg8+T+uXPn2Lp1KxqNhokTJ6Z7nK5bLK++7D0cPLA0s0SraAmKDOLVV1/Fx82NsJgYNgNMnAhPgiFTSm8RVq1Wy53AJz8SneHvwL/VfSTwESJvWZlb6Rf2M7a7K/Vx2e3u0rcYVQesIeBxFH+0bg2KAj17gqzgLkSBkl5X19y5cwHo0qVLuq09KY/Lq+4dM42Zfrp7YEQg5idO0CcsDIDlnp5PkxWaWHpdXSEhISQmJqqRhiMcv3ccyP4gb1OTwEcUSTlNYpj6uOwGUPrjrYFa6t35cXHQrp0666J9e3XWhRAi3ymKYtC9HRgeyO3bt1mzZg0A48aNy/BYY3P45ITuXGFn/oF27eiTpCYL3BkcTOCdO5kdajTdNTBlUHP79m0AbIvbgjnEJ6sDnWWMjxD5IKdJDHPa4mNwfH3QmGvYu28fxz78EGrXVvNrtGwJ97LXhSaEML0HMQ/0X9qgttjOnz+fpKQkmjdvTp06dTI8Nl8CH2cfPCOg8YAZ8PAhfnXq0PSVV1AUhVWrVuXKOdPr6goIULv5XNxdDOsnXV1C5D3dB8/YXD66D3lJ+5JGlWNwvDO41HUB4LNFi9QppuXKwa1b0KoVPMrGshhCCJNLubq6Bg3xkfEs+34ZkHlrD+R9VxdAOfOS/PETOAeHqdeSbdvoO2AAACtWrEBr4tQZ4XHhRMRHAIZBja7Fx72Uu8H+0uIjRD7QT2nPYVdXI59GRpWjuxjqjtfWVy9EGzZs4FpkJPz1F3h6wrlz8PrrEB1tVD2FEDmn+7z6FfPDw8ED/oXYmFhq1qxJixYtMj82r1t84uIY+PFWqodAmLM1/PknlCxJly5dcHR05MaNGxw8eNCkp9S9xmI2xbC3epoMUdfiU6ZMGf02BysHnK3TJl7MSxL4iCIpp0kMdRfChj4NDR5nlS7bs+74cJdwWrVphVarZf78+VC2rBr8uLioA527doXE7E+ZF0LkXMrgpZRNKfhH3T5u3LhME/ElaZP0Mz7zZEBvcjK89RZeJ68RYQVDh/uBnx8AdnZ2vPnmm8CTnD4mlFGrlq7F58WyTwd++zj55GvyQpDARxRROUliGBEfoV+rp4F3A7UcI1t8qpSsgoOVAwBvvfcWoDZFh4SEQJUqareXrS388Ye6irJkdxYiz6XMUZN8MhlioYRXCbp06ZLpcUGRQWgVLZZmlvqZpLlGUWDwYNi4Ea2VJR17wG7nUINd+jxZiX3jxo1Em7AVOaNWLV2LT+UXnyZKzO9uLpDARxRRug/ovch7JGuTs3Ws7iLoYuNCRbeKADyMeUhsYjorIGdURooLha4uHlU8qFevHvHx8Xz99dfqjg0bwq+/qplWf/5ZzfNjZNJFIYRxdJ9XL0cvbu24BUCNTjWwsLDI2nFOXphpcvHrVlFgzBhYuhTMzIj6fjH7ysL96PvEJz0dlN2gQQP8/PyIiopi8+bNJjt9RskLdS0+NSvU1L/+/B7YDBL4iCLKw8EDCzMLkpVkfvrvJ7Zc3qK//XX9L+KS1EVDH8c95r+Q/wyOTRm0FLMphp2lHWCYzTkzUQlRPI57rJbh7KP/BXQn4g5jx44F1EUFo6Ki1APatoWVK9X7X31ldB6O08GniYyPTPe564+us+XyFrZf3a4fpJhTWkXLsbvHDC68QjyPdJ/5B6ce8PjeY7CB+Krx+mvGkcAj6WaBz7PkhR9/rGZ+B1i2DMe3+mJjYQPA6rOruRl2U79r0/ZNAViwZAFbLm/hZNBJ/XOXHl7SL8WTHenN6IqIiODx48cA+Pn64engqe4jgY8Q+cPczBxvJ28Aem/qTYe1HfS3VqtbMWH3BAC6/dKNat9W4/z98/pjUy/Gl93xQrrjnaydcLJ2Mji+U6dOlCtXjrCwML7//vunB731FixcqN6fOhXmz8/W6z0SeISaS2rS7/d+aZ6LiI+g+rfV6bC2A+1+bkefTX2yVXZGfjr7E/WW1ePj/R+bpDwh8ovuM7vr513qhlpwKPiQ/prRcHlDtl3dluFxudq9s2ABPFkklYUL4d130Wg0lHFWBxT339KfmktqEpMYw5YrW1iuVcf3nDh4gg7LOlD7u9qcDDrJnYg7VF1cldarW2e7Cul1dQUGPhnwXKwYjo6OlHFR65PfyQtBAh9RhE31n0p97/rU86qnv71YXB2Edyr4lMG/ujVmIO2HXJ8MMYvjhVIfnzKnkLm5OWPGjAFgwYIFatZTnfffV3/ZgdqsvWhRll9r6teT0tXQq0QnRqfZN6cyO6cQzwv9AOUgOHnkJObm5rTq2Up/zXC3V8funApK+3ee6zO6vvsOPvhAvf/JJ+o14okp/lOo710fSzNLwuPDuRl2U61jCbAsbQkK2F6yBdTW4HP3z5GkTeJMyBmju/9TBni6bq7SpdXr47hG4+hcsTMdK3Q0+uWaigQ+osjqU6MPR/od4Z/+/+hv33dQW1kCwgMMVmBPmacno8Alq7l8Ul8kUk+tf+eddyhZsiQBAQGsX7/e8OBJk2CC2hrFsGGQslUoE7q6BYYHpmmS1z2nWzn6TsSdbF/4MjunsbmShCgIgiKDSFaS0RxVZyJ17dqVHUN36K8Zg+sMBtL/O8/VwOfnn2HQIPX+uHFPrwtP9KzakyP9jujHIQaEB+jr07JTSwDsL9k/fe7JdSlJm0RwVHCWq6Eoir7clK05165dA6Bs2bIAdCjfgQ3dNlDctni2XmZukMBHiBRSjrfJaDXmZwUuz6K/SDipF4nUXWW2tra8/+SX25w5cwyTjWk06i+7UaPUxwMGwOrVWT5neguz6p6r51UPM40ZSdokQqJDsvRasnJOY1MGCFEQBEYEQiQo59QfDKN0n70nMvv851pX1+bN8M476qDmIUNg9mz12pCOlNcXfeDTsSUWFhY8vPYQHqj1TG8R1qwIjQ3Vj4n0cvTSb798+TIAFSpUyN5rywMS+AiRgpejunJ7QnKCwaC/9C4Kul83xo7x0V0M0+sqGzJkCI6Ojvz3339s2bLFsACNRh3jM3iweuHr3Vud+ZWFc6a+n/Kxr7OvvtXH2KU80is3Ij7CZAOmhchrgeGB8C+QDI0aNaJevXoGz2f2+c+VFp8tW9S8XsnJavDz1VcZBj0G9QsP1H8mK/tWpnXrJ2N5zhoGRbp9s0q3r7u9O9YW1vrtly5dAiTwEaLAszS3VDOzAn8H/q3frrsoKIqSZupmdnMCpekqe3J8ZEIk4XFqfqBixYoxdOhQAGbMmJF2xohGA19/De++q+b26dFDvSA+45yp7xvUx9knx4kddRKSEwyay00RSAmRH67fvw7qouJpWnsg489/fFI896PvG+yTY1u3QpcuajLTbt3Urm6zzL/GU7ZIpfys9+rVS93hLAQ8DjD8cZSNz79+5lqq1yiBjxDPEd0H2CDweXJReBT7iNgkNV+PblZYdoOF1BcKO0s7fb93yjJGjx6NnZ0dJ06c4I8//khbkJmZmrejZ09ISoL//U9NeJiKVtFyN+Jumteif5wyp1AOEjumdC/yHgpPgzXp7hLPq12/7YJYcPZwplOnTmme133+U/5wgafpLWwtbClhWyLnFdm27WnQ07Ur/PSTmt/rGXT1O3f/HFEJaooMbydv2rdvj4OjA4TD7bO3jW/xSadVKyIigntPFlguX758lsvKKxL4CJGK7gN8Ovi0fltobCgxiTEGi4vqmnV1wUJWunRSDgRMeaFIb7V4Nzc3Bg9WB06m2+oDYG4Oq1apF8SEBHjjjTQtPyFRISRqn84OS9PiE276Fp+MutOEeJ5otVqObTwGwKtvvoq5uXmafeyt7ClmUwxIv2VVl/YiR7Zvh86d1c/4//6X5aBHd354ej0rYVsCO0s7bG1t6dylMwBxJ+O4/uh6mrpnRXrJC3Xje9zd3XFxcclyWXlFAh8hUtGNuUlWDGc23Ym4k25CMgcrh6cXvmd8wYfFhRGTGAM8bTGCpxen1DNDxowZg42NDUePHmX37t3pF2phAWvWPF3Pq0sX2LRJ/3RGXVsAydpkg7WE9OONchr4ZHJOIZ4XO3bsIOpeFFhB17e7ZrhfeuP0MspmnG3bt6s/aBIS1M/2zz+DpWWWD099PUvZJdXnnT7qnfOQnPD0epetwCed5IUFeWAzSOAjRBoZXahSDg5M3Z+d1ZlduuNd7VyxtbRNc87Ux3t4eDBw4EAAPtbl8EmPpaV6QXzzzadN4Rs2GJwzdR0AgqLUqboWZha427un2/JkjIy604R4nnz++efqndpQvlTGXTbpff4zGvuSLTt2PA16OndWf+BkI+gBw5lWYHh98/f3x7KYJcQDV5/uk9OuroI8vgck8BEijdQXKl0G1JR5MFIHR1nN5fOs49MLEMaOHYuVlRUHDx5k//79GRduYQE//qhmeU5Kgu7dYf16fZ1Svg4d3X0vRy/MzcwzbHnKrszOKcTz4L///mPXrl2gAeplHsCk9/nP8YyuzZuhY8enXdhr12Y76AGwtrDWJ1lMXR8zMzPKvKJ+Rjnz9PMaHBVMQnJClspP78egBD5CPGdSX6ga+Dxdgf2Zgcszfik9s8UoneO9vLzo168f8IxWH1CDn1Wr1GmuycnQoweum3cC0NCnIWC4MGuanERPXkd2Lnzp0b1PunPKGB/xvNG39lQEGzebTAcop/fDJUeBz5o1T8ftde5sdNCjr1+K603qa0+d1nXUO1ehskNlrM2tUVAMJkRkJFmbzN1Idb+UyQsl8BHiOZPywlDMphgVSqgfXpN0dRnR4gMwbtw4LCws2LNnD3///Xe6++iZm8Py5dC3L2i1vDX3D3qfgrql6uoXZg2KCkq3Pm72bliZW6Gg6Mf+GCNN4BORNmO0EAVVSEgIP/30k/qgvvr5yGyAcno/XIxOXrh8udpqm5wMb78N69aBlVX2ykhdv3QmUujUqFoDPAAtxJyO0Y89zEr3dEh0CEnaJMw15vpFSJOSkrh6Ve03k8BHiOeEu707FmbqjImUq6dnqcUni4FP6oX6UmaMTi9AKFOmDH369AHUGV7PZG6uTnUfMAAzBVZuhuZb/kuToDD1AEwzjdnTC18OWml0x9b3rg9AXFIcobGhRpcnRF5avHgxCQkJ+FXxA59nBy8ma/H56ivo109NTPree2rrbRZnb2WlfpDBj7Zq6v2bB25mK6WFbp9SjqUwN1NnvN24cYOEhARsbGz063QVNBL4CJGKuZm5fkCgj9PTKd63w2/rm3+z01WVUkYzPXTni0uK068Pltr48eMxNzdnx44d/PPPP89+IWZmsGQJS/zV9Xiqz17B1L0KKGmXkzBoCs/hlPaYxBh9kFOueDlK2pdUy5PuLvEciIuL45tvvgGgbpe6oHl28JL6h0tUQhSP4x4bPPdMn376dJHR0aNh8eJnJifMqvQ+3waPqwIauP3fbVxiXICsff7TG8B9/Lia7bFGjRqYmaj+ppbzUFKIQsjH2Yfb4bcNkvpdeqj2W5tpzPQtJ/r9UwxuXHh0Ia3KtaKCa9pm3vQCDXg6ADEkOoR5f8/D01FtNn7N7zWqlKxCZHwku8N2U7t1bf7d9i+TJk9i51872XVjF+fun0tzHnd7d7pV7oZW0TK4aTSBZvDJXuj7eyCRIbCu/BruRd7Tr5ye3i/C9efX6zPPli9RnjYvtkFRFDZe3JjpRfFR7CNAnebvbO2Mj5MP96PvExgRSE3PmhkeJ0Reuhd5j40XN5KkTTLY/s+Wf3jw4AEu7i7c87kHd54d+KT84fLpoU+JTowGwMnaCSdrp8wroigweTLMnKk+njIFpk3LdBmK7NLVX4MGL6dUs7ycfcAR8AOuQ+g/oVAW/rj2BzYWNoDaotO1Utc03X3ptWrpfpSlXtqjIJHAR4h0+BXz41DAIXxdfPFx8sFcY/40D4aTj74rTMfbyRsLMwvik+MZ+edIKp2sxPkh5w320SraTHN7+BXzIyQ6hLl/z9Vv83Xx5eaIm8w/Mp/p+6dDOcAMdu3cxfqt6+lxsgdaRZumLFADj2ru1VA0MLeZJR+/MR+z999nxD/gPGcT/TtsIvlJPrayxco+rYeLHwCbL29m8+XN+u1Xhl3hfvR9/vfL/7L0Hvq6+KLRaPBx9uFE0Alp8REFyvt/vM+GixsMNyrAMvXu42qPOXjnIGD4+UiPtYU13k7e3Im4w4Q9T1dJL+uS+XEkJ6uLjH73nfp4zhwYOzY7LyNL/Iqpn2kvJy+szA3HC3k5emFpZklitUS4Dpd2X4J+cOD2AQ7cPqDfz+0dN5qVbWZwbHrXs3///ReQwEeI585HjT7C1daVd2u+i72VPd+1/45dN3ah0Wh4q+pbafa3trBmWftlbLmyhQ0XN3D54WWStcn6fm+A+9H3SdQmokGTpsUIYG6LuSw5sYRkbTLJSjLrz6/n1uNbxCbGcuHBBXWnYkBt4BhMnzodbXstLrYutCnXRl/Ov3f/5XrYdS4+vEgxWzWxoo+zD2bDh/PIWovz4FH0OaNQ2dqbr0c25EWvqlQtWVV//Ht13iMkOkSfhXrnjZ08jHnIpYeX9Otv+Tj50Lh04wzfPzONGe/WeBd4ugq95PIRBcnFhxcBtVXVzc4NgKAzQey7vw8LGws6vt0RK3sr3Ozc6Fop4+SFOt+0/Ya159fqx+iZaczoW7NvxgfExanLzfz2m9q68803MGhQzl9YOuqUqsM0/2nULlU7zXOW5pZ83+F7gl8JZsauGTy484A3bN7A5kW1tedw4GECwgO4+PBi2sAnVQt2QkICp06prcgvv/xyrrwWk1CEgfDwcAVQwsPD87sq4jmUlJykWHxsoTANJTA80OC5f+/8qzANpdT8Us8sR6vVKvYz7RWmoVx5eEV5eenLCtNQXlj4gsIHKBbWFgqg0APltR9eMzh2/K7xCtNQhm0bpvx09ieFaSj+K/yf7rBpk6JYWysKKIq/v6KEhWVal05rOylMQ1n07yJl0u5JCtNQBm0ZlMV3RFE+O/yZwjSUHr/2yPIxQuQmrVarOMxyUJiGcunBJf32Nm3aKIAybNiw3K1AWJiiNGmifgatrBTl119z93xZ9N577ymA0qPH08/q8O3DFaahjNs5Ls3+9ZbWU5iGsvHCRkVRFOX48eMKoBQrVkzRarV5Vm+drH5/F8yRR0I8p8zNzNPMnNLJziwPXReR7jiD6eGO4NdabbpmD3g7eBscm3JwcrpTajt2hD/+AEdH2L8fGjeGwIxbY1LmKMpojFJmTLX+lxCmEh4frl+wU/e3fPHiRf744w80Gg0jRozIvZPfuwdNmsCBA+DkBH/+qebsKQAGDBgAwIYNG3j4UJ1kkdnnN/X1JeX4nhyvT5aLJPARwsQyulBkN6+HrpybYTcJilTz7ujy4jg0c8DKzgpCIOKk4cKoWZl+T7NmcPAglCoF589Dgwbw33/PfD3GTNE11YrvQpiK7m+xuG1x7CztAFi4cCEAHTp0oFy5crlz4suXoWFD9bPm4aEGP02b5s65jFC7dm1q1apFQkICP/zwA5Dx5zchOUHf9a1Lz6Eb31Ogu7mQwEcIk8voQpHdoEG33z93/0FBwdLMktqeah99UFIQvm19ATi06hAJCQlpjjNooUnvnNWrw5EjUKkS3L2rtvzs2ZPx68moBSmLr+Nu5F19xmgh8lPqz0VoaKj+i37UqFG5c9LDh6FRI7h9G8qVg7//Vj+DBYxubcDFixej1Woz/CF3L/IeCgrW5tb6MVLPw4wukMBHCJPLsMUng+SFGZbzJLj4O1DN1Ozt5K0/NjgqGBoA9nA/8D7ffvttmuMexDzgauhVg21plC4Nhw6pTe8REdC6tbrYaXqv51mBVAY8HT0x05iRpE0iJDoky8cJkVtSB/BLliwhNjaWmjVr0qRJE9OfcM0aePVVCA2FOnXUIKjsM2Z85ZO33noLFxcXrl27xtatW/Xv0d2IuwYzSHXvobeTNxqNhsDAQC5duoSZmZm0+AhR1DyzqyubLT7nH6jT4n2cfQyWlLgSeQWeTLKYPn06YWFhgLrMhq75XjdzJdNzFiumjjPo1k1d2f2tt2D2bDW/CE+/HG4+vklcUhyAPrtzVliYWWQ47kmI/JAygE9ISODrr78G1NYek45NURT45BN19lZ8vDq+bt8+KFnSdOcwMQcHB9577z0AFixYQCnHUphpzEjUJhIS9fSHS+rxfps3q6kvGjVqhKurax7XOnsk8BHCxHStMhl2dWWxmyh1y1Bp59KYacwMg5iaUKFiBR49esTMJwnQNBpNmkDnma1MNjbqr9LRo9XHEyZA794QH6+/8Om427tjbWGdpdegIwOcRUGSsvV13bp1BAUF4enpSffu3U13koQEePddNTkhqJ+tDRvA3t5058glw4YNw8LCgv3793P29NmnP1xSfH71WZuffLY3bdoEQMeOHfO2skaQwEcIE0tvwdIkbZJ+0c8st/ikXhbjyXEptzvbObNg/gIAvvrqK27cuJFmH3tLe1xsXJ59QjMzmD8fFi1S1/r68Udo3hyLh4/0CxCmV6+syCgYFCI/6LtpHL31q7APHToUqxwuBqr36BG0aqWutWVurubomT9fvf8c8Pb2plu3bgDMnDnToLtbJ2ULdlhYGPv27QMk8BGiSNJdJIKjgolPigfUgYBaRYulmSXuDu7ZKif149TLS7Ru3ZoWLVqQkJDA+PHj090nW833Q4bAjh3g4qIOwKxbl6YRxTOsV3Zei7T4iIJA93d4/9x9Tp06ha2trb57J8cuX1ZnSe7bp6aM2LoVBg82Tdl5aOLEiZiZmbFx40bsH6itVLpWHjBswd6+fTvJyclUrlw592bEmZAEPkKYmKudq36Nm7uR6qKmul9HXk5eBt1GmbG3sqeYTTH9Y11Li0FQ46QGNZ999hkajYb169dz5MiRNPtk22uvwdGj8OKLEBDA0jkXef2y8eXp6p7ywilEflAURf953Lh0IwD9+/c3zbiUbdugXj24cgV8fNRBzK1b57zcfFCpUiV69eoFwJX1V4CMV5//5ZdfAOjUqVPeVtJIz03gM3PmTBo2bIidnR0uLi7p7qPRaNLcUs52ESIvaDQa/eBf3QXWmNlQkP6qyultq169Ou++qy4RMXz4cLwcvNLsk23ly6vBT/Pm2MYlsXkNjD0EPtkY2Jy6DtLiI/Lbg5gHxCfHwz04vP8w5ubmjNaNbTOWosCsWdC+vTo7snFjOHYMqlZ99rEF2LRp07C0tCTgVABcThX4PLm2xd6N1Q9s7tGjR77UM7uem8AnISGBrl27MvgZTYYrVqwgKChIf+vdu3ce1VCIp1J/0RuT/yZlOSmPTW8bwKxZs3BycuLEiROc23Eu3X2yrXhx2LGDs50aYAbM2QXdp/8KkZHZKkaSGIqCQvc3aPOP2ir75ptv4uvra3yB0dHQvTtMnKgGQIMGwe7d4J61Lu2CzNfXl5EjR6oPNsONQHUMYUxiDKGxoQCsWLACgO7du1O5cuX8qGa2PTeBz/Tp0xk1ahRVnxFBu7i44OHhob/Z2trmUQ2FeCr1F73RLT5P9reztNN3e6XX4gPg7u7OjBkzAFi1YBVEp93HKJaWXP1kNIPaQYIZ+Oz8F15+GS5dyvbrCI4KJiE54Rl7C5F7AiMC4RHEnVVTM3z44YfGF3bzppqJ+ZdfwNISvv0WFi8GUw2SLgA+/vhjylUoBzFwful5EhISuBNxBwDbYFu2b92OmZkZ06ZNy9+KZsNzE/hk1bBhw3B1daVu3bp8++23aLXaTPePj48nIiLC4CZETum+6NedX8fw7cPZcW2HwfYsl5OilUc3QDmjFh+AIUOGUK1aNSIeR8Du9Pcxho9LaZbUhSbvQpKnO1y8qI5l+O23LB2fMv+QbnZbZn698Cvrz68HIDI+kql7pzJ8+3Am75nM47jHOXkpIpuOBB5hxB8jGL59OOvOrcvv6qSx9MRS/rr+1zP3S0hOYOaBmXz5z5fwN6BA69atqW5s9uQ//lCTEZ49q+bl2bMHTDVAugCxsbHhu5XfgTnEX4rntdde49DxQ3AF4lepkzd69epFhQoV8rmmWWeR3xUwpRkzZvDqq69ia2vL7t27+eCDD3j48CGTJk3K8JjZs2czffr0PKylKArKlygPwJmQM5wJOaPf/lKJl7JVjm7/lMe52LjgaufKw5iHlCtuOIPCwsKCRYsW8corr8ApoBa8WPxFI1/FU37F/DDXmHPOzwZOnIA3e6rrDHXuDOPHw4wZmU7VNdOY4e3kzY2wGwSGB+Lr4pvhvtEJ0fTY0ANFUWhdrjWrz67m4wMf658vZluM0Q1yOCZDZNl7W9/jv/vqOm6Ljy+mdbnWONs453OtVNceXWPg1oG42rny4MMHme679cpWJu2dBFHAaXXbuHHjsn/SpCSYOlUd0wNq8LNxozqYuZDyr+ePRQ8LktYncfDgQQ62PgiAFi2NGjViwYIF+VzD7MnXwGfatGnPDDqOHTtGnTp1slReygCnRo0agNpMl1ngM378eIOBbREREfgU4j9gkTe6Ve7Go9hHPIx5qN/m5eTFq36vZqucjuU78m27b3nN7zX9No1Gw2/dfyM4KjjdxISNGzfmnXfe4YcffsDvbz9KO2VtiYzMuNq5srH7RhysHLDw9IJdu2DcOPj8czXL8z//wOrV4OmZYRmlnUurgc8zBjgHhAeQpE3S37/+6LrB86kfi9yjKArXw56+38lKMgHhAVS1KRiDdnV/Cw9jHhIRH4GTtdMz9y15riT3k+5Tq04t/P39s3fC4GDo0UOdqg5q6ocFC8A6ewk9nzdmGjNK1y3NDecbVDlShSsXr5AQn8BLzV9i15Zd2NjY5HcVsyVfA59hw4bx5ptvZrpPTgad1a9fn4iICEJCQnDPYKCZtbU11oX8j1bkPWsLa0bUH5HjcizNLXmvTtrm88alG2d63Ny5c9m8eTM3Ltzgyy+/NMnCix3Kd0hRMUv1gl+3LvTvrzbz16ihJj1s2TLd49NLgpae1NlhAyLUKfCV3Cpx4cEF/WOR+x7FPiImMQaACq4VuPTwkhr4uBeMwMcgr0x4IJVLZjy4NjAiEGLg8YHHAEyeODl7+a327VODnuBgcHCApUvhGd9fhYmPkw833G4wfuV49t7cy7KTy+jZtOdzF/RAPo/xcXV1pUKFCpnecvKmnjp1ChsbmwynvwtRWLm7uzN37lxATUR2/XoutZL06KF2fVWrBvfvq9lqx49X1/xKRRf4PCuXT+ovM12g1NC7oX6byBu6INTNzk3fZVqQUhKkt4RCRgLCA+AfSIhJoFq1anTo0CHT/fWSk2HmTHWR0eBgqFIFjh8vUkEPGE7YCIwIBI1pxg/mh+dmcHNAQACnT58mICCA5ORkTp8+zenTp4mKigJgy5YtLF26lHPnznH9+nWWLVvGxIkTGThwoLToiCJpwIABNG/enNjYWPr37//Mgf5Gq1BBzfejSzXx6afQtCkEGH4RpbeUR3oM0uJHPF0RvqFPwywdL0wnZRqGrLbY5aX0Eupl5GbwTTiq3p88eTJmZln4+gsMhObNYdIk0GrV9ev++UfNcVXEpEzRYews1YLiuQl8pkyZQs2aNZn6//buPD7Ga3/g+GcmmewLEbLIIraglIil1F6xlValqqotXajW0oXr0t6irdIqepVStD8UF11QWrSW0tr3faldZCUi+zLJPL8/HjNmkkkkSCLJ9+2Vl8w823lOhuebc77nnAkTSElJISQkhJCQEA4cOACATqdjzpw5tGrVikcffZSZM2fy8ccfM3369FIuuRClQ6PRsGDBApycnNi2bRvz588vvos5OqrrEf34I7i5qUtdNGmiLsp4W2EnMTTffunWJaKTo4E7gY9594soXuYPuMIGriXJ2tpR+Tm/4TxkQq3gWvTp0+fuJ//hB7Ul86+/1K6tRYtg4UJwcrrPUpdNFoHPPc5L9rAoM4HPokWLUBQlz1eHDh0AdVji4cOHSU5OJjU1lePHj/P2229ja1uuBq4JUSQ1a9Zk8u3RJ//617+4erWY82OefRaOHFGHuickqK9ffhkSEws9iaH5g3Xvtb0oKOi0OupUqYOLnUuhziEeDPOFKB/G2bcL2+ITdzOOtL/UYHns+2MLbu1JTlZXVe/XD27dUj/Lhw+rrT1FyQkqZ4z/fk/GnSQ5S53AVFp8hBAPpeHDh9O6dWtSUlJ47bXXiq/LyygoCP7+G95/X13xfckSaNSIoEOXAIhPjy+wxcY8qDGOKPJz80Or0T6UD9/yzHwhyodt9m3zNbeg4M/E5zM+hwzQVNUw6IVB+Z90zx4ICVFbdzQadTbmHTugDCy8WdyM//aM/yY9HD1wtnMuzSLdMwl8hCjnbGxs+O6773B0dGTz5s0lM+eGnZ2aEPr331CzJkRE4NqjN7M26XDQY5r5NTdFUaw+wIzD9o1/PywP3/LO+LMIcA8w1f21pGsoilKaxQLULs/07HTT6/w+E8nJyXw751sAvLp7We8FyMiAMWPg8cfhwgUICFBHcU2apI5gFHmmziirrT0ggY8QFUK9evX48ssvAXj//fc5ePBgyVy4dWs4ehSGDAFg+E49B+ZD4l+brO6ekJFgtTUo9zpl0uJTMsy7uqq7VkeDhsycTK6nFTxZYEkwfgY0aEyvrQVk06dPJykhCTygQccGeU+0d6/ayvPFF2oC80svqZ/Zdu2KtfxlTSWHSjjr7rTwlNX8HpDAR4gKY8iQIfTp0we9Xk///v1NIyKLnYsLzJsH69Zx092OR65D6LMjYNQodYFHM8YHbVWnqni7eJvez70yvbT4FD+DYjC1zPm7+6Oz0Zl+Jg9D/RuHrxvn7snIzjAtnGkUFxd3Z4BLJwisHHhnY0aGOgln69bqunPe3vDLL/D99yBToOSh0WjyXSewrJHAR4gKwjjKy8/Pj3PnzjFixIiSLUDPnnw8uy9LG4HWoKgTIDZqpK5kfZtFTolb3v9kTXMBySSGxS42JRa9QY9Wo8XX1Re4E3jebc6ckmAMvmp71MbL2cviPaNJkyaRkpKCZ21PaGD2sN65E5o2halT1VaeF1+EkyehsHP7VFDW/k2WRRL4CFGBeHh4sHTpUrRaLYsWLWLx4sUlev3KfnV4KRxmfthVXdvo0iXo3Bleew0SEixHEZn/dukuLT4lzRiE+rj4YKtV82Iepq7Guw21v3TpEt988w0ANfvWBC3UxgMGD4Y2bdSFdo2tPEuWgIdHyd9EGVPQAslliQQ+QlQw7du3Z/z48QC88cYb7Nu3r8SubfzPckNd1N+whw1TN/zf/0H9+lRZtQEUy+HTkLfFJ798DvHgWJur5WGaxNAi8LEyK/j48ePR6/V07tyZNL9UBhyF556dAN+qic68/rq08hSRdHUJIcqsDz/8kKeeeorMzEyeeeYZoqOjS+S6Fi0Grq4we7Y68is4GGJjee6zdWxfCE2v21r97dL4d0pWComZiSVS5orK2uy8D9MkhgXNKn3s2DGWLVsGwGdvvsmsGWdYuhrsbybCI4+on7kFC6SVp4ikxUcIUWZptVqWLFlC/fr1iYqKIjw8nMzMzGK/rvE/y/M3z9NjWQ96LOvBM5HTObRhIUyeTLqdlnZXYeBrX9Fr7hbcMsBJ50Rlh8qA+r2Ho/qw6r2iNz2W9eDJ/z3JyhMrATgWe4xXf3m1WFskkjKTGLx2MNsubyu2axTWpL8mMWvvrHs+/qdTPzFyw0iyDdl5tpl3OxoZv998cTPPrHyGfZH5txbeSLvBS6tfoseyHvT/uf995wWdvn6aV395lYsJF9Xy5dPVpSgKY8aMQVEUngsOpunzz9PhQg7ptpD58QQ4dEjt6hJFZh7sVHetXooluT8yrbEQFZSbmxu//PILLVq0YPfu3bz55pt89913RVuxuogC3QNxtXMlOSuZDec3mN63t7FnxbgVhGXO5Z0fInj2tIG6Szdw1hkW9PVGYzCAjQ0Ajao1YvuV7Wy/st10/NGYo/Rr2I8Zu2ew+OhiAt0DmdBhQrHcw6rTq/j28LecTzhP+8D2xMfHc/bsWf755x+uXbtGQkKC6QvAzs4OnU6Hk5MT1atXx8/PD39/f+rWrUuNGjXuub4jkyL58M8P0Wq0DA4djINt0Rd0/temf3H51mX61O9DhxodLLaZz+Fj1LBaQ0CdhHLNmTVo0LCq3yqr515+fDlLjy01vQ6uEszEDhOLXEajWftmsfDIQqo6VWVK5ylEJkUC6sPYOPosIimCtWvW8Pvvv2MHfHr2LBpgfW0Y94wrRz+89+sLaFC1AVqNljoedbC3LbtrYErgI0QFVqdOHVasWEGPHj1YuHAhPj4+fPrpp8V2PUedIztf3cnBaHUeoSMxR5i5dyZXEq9gUAzss4mhbz+IeXQJXuMm4X32LB8uugiHQ2HaNOjcmeXhy9l0cRMGxUCaPo1h64cRlRxFVk4WVxKvAJj+ftCSkpLYsmkLbIO90XvxfM+Tmzdv3vP5PDw8CA0NpVmzZnTu3Jk2bdpgZ2dXqGON92hQDEQmRVLLo1aRrp1jyDG16ly5lbe+zEfYGdWvWp/tg7az9uxapu+eXmA9G7dp0KCg3PfPxPxnm3vEmbGMVff9wzv/p66aPhqoHRzMwdEDeDJyPA2rBeZ3alFIfm5+7Hx1p2kUXVklgY8QFVzXrl355ptvGDJkCJMnT8bDw4NRo0YV2/UaeTWikVcjAPZH7mfm3plcTbxKXGoceoMeDRo8nuoHTz4HX32lzp579CiEhUH37vhMncrLjV8G1Jme3/v9PTJzMolKjjJ1pzyoHBRFUTh16hS//fYb69evZ8eOHeTk5ACQfvuPRqMhICCAunXrEhgYiIeHB5UrV6ZSpUpoNBr0ej16vZ6UlBQiIyOJiIjg6tWrnD17lps3b7Jp0yY2bdrElClTcHFxISwsjF69ehEeHo6bm1u+Zcu9XENRA5+YlBhylBzT8fmdP3cSa7vAdrjbuzN99/QCuxSN52zq05SD0Qfvu/vRePzVxKumn7Ovqy+2WluCojP4eQWcOBPHasBPo+H9yZPhvfc4fOJ7iCzbybgPk8f8HivtItw3CXyEEAwePJj4+HjGjRvH6NGj8fDw4JVXXin26xp/U49OjuZSgrqWl4+rDzobHdgAo0erC0Z+8om6+vuGDfD77/DqqzBhAho/P/zc/LiQcIGriVdNXR73m09y5swZli9fzvLlyzl37pzFNseqjqR7p4M/bBy7kXbN2uHo6Fjka2RmZnLixAkOHjzIrl272LhxI7GxsaxevZrVq1czbNgw+vTpw6BBg+jUqVOehTXNg5V7uV/zY3Ifr8/RE5UcBVhPYjW+dz3tOun6dBx1ee/fGKi09m/NweiD9/0zMQ9qjffeTF8NXn0V78WLaWqAAbf3nT5/Ps6vv25RjtxLLoiKS5KbhRAA/Pvf/2b06NEAvP7666xcubLYr1nNuRo6rQ4Fhb2RewErv5lXqQL//S+cOqWu9m4wqEOSa9WCkSNprFQD4FD0IbJysgD1YVfU4e4pKSl88803hISEUL9+fT7++GPOnTuHvb093bt3Z9asWVy4cIEaE2pAONACKtesfE9BD4C9vT2hoaEMGTKERYsWERUVxYEDB5g4cSL16tUjPT2dZcuWERYWRnBwMHPnziUt7c5yHhYtPvfQmlLQyuZRyVEoKOi0Oqo5V8tzbGWHyjjpnID8110znrO1f2vT63udgiA5M9k0ii8qOYrYyyeZvhF++OAILFyIxmBggJuWDCC0dSh9X3stTzmkxUcYSeAjhADUmZ2nTp1qWsG9f//+zJs3r1ivqdVo8XPzA2BXxC6ggN/Ma9eGH39UV8tu1w6ysmDWLJaP2cf0jXDy+FbTrunZ6dxML1zuzZkzZxgxYgS+vr68+eabHDlyBFtbW3r27MnSpUu5fv0669evZ/jw4QQFBVm0XDzI0WNarZbQ0FAmTJjAqVOn2LNnD0OHDsXd3Z3z58/z1ltvERAQwPjx44mPj7eYvfpeuvYKCpyM5/Nz80OryfuY0Gg0BU5mmG3INrUYGbtGrC0pUeiy3r5G1RT49A8Dr4ZP4r09oMs2QIcOrJ8+nV1JBtDAgH8PsEgYt5arJCo2CXyEECYajYZ58+bxxhtvoCgKQ4cOZfLkycU6WaDxgbQzYqf6+m6/mT/+uLpy9pYt0Lo1dlk5vLcHvhr2K1/8Dr5J6m4FBQPZ2dmsWrWKzp07U79+fWbPnk1ycjJ169blv//9LzExMaxbt44BAwbg6upqOu5Wxi1S9XfWFyuu+Ww0Gg0tW7Zk7ty5XLt2ja+++oqgoCDi4+P55JNPqFmzJnuX7oWMey9HQS0+1iYvzK2gWbSjkqMwKAZ0Wh0B7gGmVqN7DRTjzh5mxka4/F8YuxMcM7I56AOr/zuUhJ9/ZrBxPa7HgKqWx+aXqyQqLgl8hBAWbGxsmDt3Lh988AEAH3zwAaNGjTIl9T5oxgdSQTkleWg00KkT7NjBr1+NYG91cNQrjN4Nl/4L3/4CCYd35zksNjaWSZMmERQURHh4OFu2bEGr1fL000/zxx9/cPr0ad5++22qVKli9bL5BQjFycXFhREjRnDu3Dl++uknGjduTFJSEtG/RsNMYCdcuVH0EVPm95KUmURSZlKebQUFCwW1+BjrpbpbdbQa7b0vdXHpErz1Fm07DeLdPeCUDft8oVd/aDYElC5hvPPuu0RFRVHZrzJ0tMxXUhTF9FpafISRBD5CiDw0Gg2TJk1ixowZAHz55Zf06NGDGzduPPBr5e7aKtJv5hoNmq5deex16PEC/BUAdgZ47TB07PEW9O6NsmsXO3fuZMCAAfj7+/Phhx9y7do1PD09GTduHBcvXmTNmjWEhYXlSSDOLb8uoZJgY2NDeHg4hw4dYtnyZeAJpAOb4PTHp/n111+L1DKX516sdH0VlBBc0PIVuQMn43kKFSgqijqzcp8+avfm3LnY6LP5OwC6vAgtB8OvwYAGLu25xPfff49Wq2XghIFgZ/kzuZl+k/TsdABTl6oQEvgIIfL17rvvsmzZMhwdHfnjjz9o2rQpe/fufaDXyB3oFPU3c393f9Co63+1fxXavm7DmmBIBRb88gtNH3+cNm3a8L///Q+9Xs9jjz3GkiVLuHbtGpMnTyYwsPDzuxgfqsZFO0tj6QatVkvLLi3hLdD21oILGOIN9OrVix49enDmzJlCnaegeylUi08By1fk7iorVIuPXg//+x+0aKHmcK1erSayd+3KZ5O60+5V+LOuLRjTd9Jg6ripAIwePZp2j7fL9z6qOlW9pwkeRfkkgY8QokAvvPACe/fupU6dOkRERNC2bVumT5/+wLq+cgc6Rc3FyL1/Uo1HeKYyVHHUMQQ4AjgArwAHKlVid4cOvNi2Lfb2RZ951vhAD/EOsXhd0iKSIkALtTrVwm20GzwOtjpbNm7cSKNGjXjvvfdISkrK9/jM7ExiUmIAdZ4dyDsvENwlx6egrq5cgVOBa3xdvgwffgg1asCAAXDgADg4qKuonzwJGzeyJUBvUVYU0G7QEhcbR/369fnoo4+s5hwVJldJVDwS+Agh7qpRo0YcOHCAZ599Fr1ez+jRo2nbti3Hjx+/73ObBy46rQ4vl6LNClvJoRJOOMFxYDEc+88x2AOZ6Xpq1qzJFxMmcO2DD/g/f39Cb92Czz6DmjWhVy9YtUodHVZIxgf34/6PA2pekj5HX6TyPgjmD/SAagEQBvPWz6Nnz55kZ2fz5Zdf0qBBA3755Rerx0cmq8s9ONg6mII4a/P6FBSEFtR9lSfwyb16ul6vtuh0767+LCZNgqgo8PZW52y6ehXmz4cGDSyuYax3DoPhuAEbGxsWL16Mg4OD6RoxKTF3pjWQoezCCgl8hBCF4ubmxg8//MC8efNwdXVl9+7dNGnShGHDhhEbG3vP57VY+PB2MmxhnThxgnfffZeMqRnwM3BJzU+iDngN8eLcuXOMnjiRKpMmwcWL6sP2iSfULpRff4XwcPD1hREj4OBBNb+kAMYHaahvqGn+IWNSdkmyWKDz9kPd4GFg3bp1bNiwgVq1ahEZGUnv3r0JDw8nMjLS8vjEO8PVTQHM7XOm69O5kabmchVmVFdiZiLJmclWz2/q6nL3BwXcTl5QJ6UMCFBzeDZuVOv8iSdg5Uq19ec//4Gqd4ZmKYpiOSdQDLBe3TZp0iSaN28OQFXnqtjZ2Fn8TGREl7BGAh8hRKFpNBqGDBnCyZMnCQ8Px2AwMGfOHIKCghg9ejRXrxZ9dl7zyfAK84C6fPkyX3zxBc2bN6dRo0bMnDkTQ5oB3EDTQcNfR/6CAXDT7+adfBAAW1vo3Rs2b4YzZ2DsWDXoiY+H2bOhWTN49FG19eHsWavXNk/6NSbLlkaej/kDPXeScbdu3Th+/Dhjx47FxsaGVatW0aBBA+bMmYPBYLAos8Xxt98zTkjopHOiskPlfMvgYudCJYdKFseaymfe0nLhAo/MW82pr+G36dEwfTrExEC1aurP4Px59Wfy3HNgpfvxZvpN0vTqxI3BTsGwEsgG36a+jBkzxrSfxeix23VhbaFVISTwEUIUmb+/Pz/99BNbt26lZcuWpKenM336dGrWrMkzzzzD6tWrycjIKNS5zCfDs9bCkJ2dza5du/joo49o0aIFQUFBjBkzhgMHDmBra0ufPn0I+zAM3oGApwN4rOFjaDVa9AY9sSn5tEQFB8OUKWqXysaN8Pzz6kP3xAk136RePTUI+uQTNUhCbXkwBgX+bv4FzmNT3MxzcKzlzzg6OjJlyhQOHTpEixYtSEpKYtiwYbRp04YTJ05YtMjkvg/zoOVuK8dbG9mVqc/A81Ic4/6Chr1eg9q1cf90GvVvQIYNpPd+Um15i4hQfwa1Cl5jzFgeT3tP3nntHUgAKkHfD/rmGYWXuy5k8kJhjazVJYS4Zx07dmT37t1s3LiRadOmsXXrVtasWcOaNWtwcnKic+fOdOjQgZYtW1KnTh08PT2tPkz93f05G38WPxc/Ll++zOHDhzly5AiHDh3ir7/+skjU1Wq1tG/fnr59+9KnTx+8vLyYuG0im7Zvwt/dH1utLT4uPkQmRxKRFIGPq4/Vsi88vJAvdn1BjpJDi+da8P2caG4tX8g/33xK89OJaI8fh+PHYfx4LlbTsa2BE239M/k7UO2Ss5bcm2PI4YVVL3Ak5gi2Wlveb/M+Ax4dYPX6+Zny9xT2R+1n5bMrSdWn0vfHvrzQ8AVeCXmFNWfW8J+t/+FCwgW13tz8sbexz1MOgBm7ZzD/4HwMAwxUDahK/Lp4du/eTUhICI+GPwq1LVt8LiRcIHh2sKnbqjDBgr+7P8fjjnMt/hJE/83Wme9Sc/tRTppmPTgMWi088QTvVTnAtzUS8PA6gf21f8P8f1ucy83ejW97fUtj78YW70ckRoACym8KW3dsRWOvQemvEOwfnLc8uVt8pKtLWCGBjxDivmg0Grp370737t05efIkixcvZvny5Vy7do21a9eydu1a074uLi7UqFEDT09PbGxssLGxAeDEpRMQA9PSpjE1Z2qea3h4ePDEE08QFhbGU089hZeXZQJ0y+otAWjuq+Z7+Lv7q4FPYgQtqrewWu4Ze2Zw+sZpAP6J/4fx7cazqbkDw67f5MkqrfjVeTA7pr9Ny9PJ1IzTUzMukVeBNHstdkefpW+NTA7lQMStO917J+JO8MPJH0yvZ+6dWaTAR1EUJu+YTEpWCgejD3L51mU2X9xMTEoMr4S8wux9szl5/SQAdjZ2NPZuzJkbaotU7panz3Z8xvW06+qLhoA/OG1yIu1EGodWHgIPSPFJwb+9P17OXsSmxvJP/D+m4411mU9B4cwZXt52i6Hbocvnb0N6Fp1ub860gUOPeNBq2BR46inw9ubKD+Ekn15FcmL+ky0uPbY0b+CTFAHbIH5HPFqtlrbvtmW7w3aaV89bPvNg1KAY7rTQSYuPMCOBjxDigXnkkUeYOnUqn3/+OUeOHOH3339n165dHDp0iMjISFJSUjhx4kS+xxswoNPpaNiwIU2aNCEkJIRWrVoREhJiCpKs6V6nO+dHnCewkjonj7+bP3vYU2D+jTFQsNXakm3IVlf9vv3eqZwYeOUVel//F9k34RfP4QTvv4jHn3twun4T1q3jaeBpIHHJAgiLhvbtSQwEmxzQ6nToDfoi5/8kZiaSkpViKl/ulgvj+WZ1n8XTwU/j6+pryn8xLgKq0WjIyM4wBT3rX1hPenY64T+Eo39Oz48Tf6T/a/3JvpnNzOEzid0Ry+ZJm0mwTTCVw97WnlCf0DsF0+vhyBHYvRt27VLXS4uMpJ9phyyyPSqxsvotfm/kxJsfrKZxnTZwO3cL4H99/sfB6IPkGPJOg/DTqZ/4at9XVuvr5+9+hu3q93PmzOGV118hMimSoMpBefY1BjhXE68SmxKL3qBHq9Hi6+pbcMWLCkUCHyHEA6fRaAgJCSEkJMT0XkZGBleuXOHSpUvcunWLnJwccnJyUBSFKlWq4OPjg7e3N15eXtjaFv2/ploed3JFCppVGNQlGoyrfTf3bc7ua7vVQMMswTclK0VdVNMRGg//RE3kVRQ1ANiwgRvrVuJ04BjuyVnqsPhVq2gHJNnChUAHtlXRc8A3hqwnDmHX8FE1ufoucs+lYyxPYmYiSZlJpu3da3c3PeSNSdZp+jQSMhLwcPSwSFDuVrsb2YZsNGjQG/S07doWl3dduLX+FtoDWlasWMH69euZNGkSb731FjbZ2XD6NGxeCseOwf796lfunC17e6Ka1Gam60kS2zan9/MTeXH5kzzqVZtWDbrkuTd7W3vTSu25xabGWg18pk2bxtZ56uKzYa+F8cYbbwBYDXrAssXHeC4fFx/TJI1CgAQ+QogS4uDgQHBwMMHBeXMzHrQCJ8zjToBRyaES9T3rs/vabq4mXjXNM6M36DkUfQhQRy+527urB2o0EBICISFEvvokzb9uQueb7qz3Hwvbt5Px1584pWXS6EIyjS7cvtiaUNDpoE4dNWm6fn317zp11GHdXl5qHgx559IxL/+RmCNWl19wsHWgqlNVrqdd52riVTwcPSzm4dFoNOhsdPi4+hCVHMWZG2e4pdyiWjv46ZWZjJo6g/2XLjFy5EgWjhnDHL2ex6xNTlm5MrRqpX61bg2tWnE2Zg9Tv+9EXY9EmibfSfwuqtyBqsFg4P333+fzzz9Xd2gPr7z9yt3PY5aoLZMXivxI4COEKHdyz02Tm8Vwbve8rQQAuyJ2mfbJLyFbbwsbqiWSPuptHMeOZcjPL7Jn2zKmezxP3N8bqX3xFo/fcMQ2NR1OnVK/ctPpwN8f/P2p45jOlwlw0xH8r27DSZtEagak6eDiph94JBac3Tywj45Tg7CcHMjJoXVGVc5cv07inu1QJRnDkXU8fxxaumrUCRtjYli8MwO7OGj4bTgpseCsBxjBbmABMA44nJFBK6CfTseUkBCCWrZUA71WraBuXVOAZl4HkCvQuJfA5/Z5IpMjSUpJYuiQoSxfvhyAyj0qk9AioVBD0o3Xjk+PN+UrSWKzyE0CHyFEuXO3ri6L4dy3972SeIXIpDsT/ZkCn3xaDIzzD6Xp07iWdI06VepwJTmCc56Q0ucpltWM5c/Lf7Lk6W94sXJ7dVj86dN3/r54UZ2tWK9Xv794kbpAXeMFth21vODCrxkEwE343DIIWGP85ut3AOh8+wvOoIY0xtcA8QAYNKANCMSmdm2G1q7NM15ejNu1i0VbtrBSr2f1kSOMaNuWsb164enpabUOjC1P6dnpHI09WmB9FcTL2UvNtYrLpmXLlpw5dQZbW1vmzZ/H0GtDwVC481ZyqISzzplUfSq7r+1WyyOBj8hFAh8hRLljfEhGp0Sjz9Gjs9FZbLfW4nMw6iB6w53lJ8xbfKwxzj90Nv4sEUkR1KlSx/r8OMmR0CQQAgOha1fLk+j1EB2tzicUEcHyjdO4fPEQVdLAJ0uHS4oej3Rw1INTjhY7vQFnxRbnHK2ab2RjAzY2pCt60g1Z2Do54+ZZncuGBC7kXMfXN5j6tR8Db29WJ+5hxY3tpFVx44xdEvVCwlj3yh+mongB/we8ffQoo0ePZvPmzUyfPp25c+cydOhQRo0aha+vZZKwg60D1ZyrEZcad9f6KogGDa6HXEn4NYEz2Wfw8vJi5cqVBIcGo59e+ARljUaDv7s/Z26cuWvgKioumcBQCFHuVHOuhk6rw6AYrC4pYW3m4vj0eIt9jK8LtUJ5Yq7h01ZmRLZKp1PzfNq0gf79md/Jjfc7wxtPwVPP6uk0CJq8CcEjwf9dA15jYNzPb0JmprrGWHo6pKQw649PqDIW3lrQG86e5a2Jzeg8EHZ+NRoWLYLPPuPyy0/zQ0P41SeJ81XAu4r1VekbN27MH3/8wfr16wkNDSUtLY0ZM2YQFBTEkCFDOHDgAIrZ0h6566+ogcaff/5Js2bNSFiTANnwSMtHOHToEO3btzflKhUlQdnYJWYsj8zaLHKTwEcIUe5oNdoCl5QwX3ribg/qgh6c5sFNXGoceoMeDRp8XX3vmmdkTWFmgbZWntxBlrWlGnLfZ0H3bZybaf/+/WzYsIHWrVuTlZXFggULaN68OU2aNOGrr74iJiYmz3kKE2hkZWWxatUq2rRpQ6dOnTh8+DA6Jx08CQOnDzS1LN1LgnLuQFW6ukRuEvgIIcqlgpaUMF/KwMXOxWJNKgdbB6vnscZ8hXLjdXxcfdDZ6O6aZ5Sb+ZIY5mXIUx4rD/LcK6VbSzTOfVxhAhSNRkO3bt3YsWMH27dv54UXXsDe3p5jx47x9ttv4+Pjw67xu2ATajrRTfBxzjtTtl6v5/Tp0yxZsoRBgwbh7e1NeHg4O3fuRKfTMWzYMN5Y9AY0v7NWGNzb6up5Ah/p6hK5SI6PEKJcyq+rSVGUPIGBv7s/CRnqBH4tqrfgryt/5TnP3a6R+yF9tyH1uV1Pu05mTiYaNIT6hLIzYiegzjP099W/71zTyoPc+N61pGskZiSa5igy3zdPi08RggmNRkO7du1o164ds2fPZtmyZSxZsoR9+/YR908c3JnwGdevXalWrRrOzs5otVoSExO5ceMGObmGyPv4+DBo0CBGjBiBj48Ps/fNhlOW9XUvI8XM71On1VHNuVqhjxUVg7T4CCHKpfxaXOLT4/PMh2P+YH3c/3HL8xTQYmA+U3DubhnjOW+m3yQ1K/Wu5TXms3i7eFtMxtjKr5XV+zLn6+prWpj1QNQBQB3h5GLnYtrHOHKqMPdVkMqVKzN8+HD27t1LVFQUQycNhRDACzS2GnJycoiOjub8+fP8888/xMbGkpOTg7OzMy1btuTf//43W7ZsISIigsmTJ+Pjo7YQWesavJdFRs3rx8/ND61GHnPCkrT4CCHKpfxaXIwBSjXnatjbqgt8mj8sQ31C0WnVJSc8HD1wMlt2Ic81CmjxcXdwx9XOleSsZCKSIqjnWa/A8lobYg9Q26O2aeSUVqO1uuiq+cKs+Y2ustHaUN21Oldur5VlPgnivfLx8eHFl17km+xvAHiqzlN83f5rYmNjSU9Px2Aw4ObmhqenJz4+PnlWUzdnLVC9p66uAlq5hAAJfIQQ5VR+ycXWHqbmD8gA9wD83Py4dOvSXR+4xuOSMpNMi4fmPu+p66eISCxE4GNlpJnxHP5u/sSlxuHr6pvv6Cbjwqy7ruU/jNvf3Z8riVeo4lilwICuKMyvE1g5kOrVq1O9evV7Pk9saiyZ2ZnY29pbJKEX+jwF5DUJAdLVJYQop/Lr6rI2UihPoGHsrrpLi4GLnYu6hhewO2J3vuctTJ6PeT5L7nPk7j6zxritoPl0cucfPQjGbrb7PW8VxyqmRO7I5EiyDdlEp0QX+bzOds6mZHUJfIQ1EvgIIcol48Pyetp1MrIzOHX9FN7TvBmxYYS63UqLjzEZ1hQgFOLBadzHlFBspcXBGNS89str2H5sa/qyn2TPZzs+U/dJst7VZf66wHwjtzutT/mVvSj3VVjGbrb7Pa9xQkhQ6ysqOQqDYrinBOXCBq6iYpLARwhRLhmXlAB1tNOGcxuITY1FQUGr0dK55p1FHJp4N6GaczW61OqCVqOlS60u2GptLfbJT7fa3UzfV3etziPVHjG9Nu9uMygGlhxbQo6SY/rKysli2fFlpn1ADR7qVqlLUKUgWvm1ws3ejbCaYdhqbQmrGZZvOTrX7IyNxgZQA7gONTpY3Uen1dGlVt7V0+9Ht9rdcLFzoZV/q7vvXABryeL3kqDcrVY3HGwdaBfY7r7KI8onyfERQpRL5ktKmK90Pqz5MCZ1mmTqogJ1BNTVd65iZ2MHwMuNX6bfI/1Myc8FmRo2ldGtR5NtyKaKYxWLY8wTrGNTYtEb1OUXLr99mUu3LtF+Ufs8c+8EuAdgb2vP2eFnTQ/8XsG9SBmXUmB5utfpTvyYeFL1qbjYueBm75Znn7BaYSSPSy7UfRXFgl4L+LrH1/d9XvOuQWMu07202nwe9jkfd/z4gd+nKB8k8BFClFv+7rfX0kq8M+qqnmc9i6DHKPdDsigPzfy6YowPcvPAy9fVF393fyo7qnkoiZmJ3Mq4RWRypKnMQJ71xQpTHncHd9wd3AvcpziCAY1G80DOa97VZQp87rH7TIIekR8JfIQQ5ZZ5C4JxnpySTHg1nz0692R8xsToWxm32Be5D4NiwFZri5ezV4mV72Fj3kJ2v4GPEPmRwEcIUW6ZtyDcy7pP98s4V06qPpXjccfzXN/fzZ9bGbdMI7Gqu1bHRmtTYuV72Dyori4hCiLJzUKIcsv40LyQcIHY1Fj1vRJsQXDSOVHFsQpgfZi5sXymbRX8IW/RQnYPkxcKURjS4iOEKLeMD819kfsAdcFPTyfPki2Duz/x6fHsubbHokzm31vbVhEZR8ElZCSQHZ8NSDAoHjxp8RFClFvGB2lyVjKgdj1pNJoSLYMxmDGWwdoEh6ZtFTzwcbN3M41GM9ZJUWZtFqIwJPARQpRbuVsLSuMhmvua5q9zb5PWDcvgz0nnZJqFWYgHRQIfIUS5Zb6kBJROi0rua+a3RhhI6wbkbREr6RY6Uf5J4COEKNdKe9FK8we5nY0dVZ2r5lueit7VBQUHhkI8CBL4CCHKNYsWhFJ4kJo/yHMvv2Ac7m7aVx70pR6oivJPAh8hRLlW2g/S/FaBB3V2YeOszw62Dqah7xVZQfUlxIMggY8Qolwr7a6T6q7V0aDJ9/rmK6ZLPkvp/7xE+SeBjxCiXCvtFgSdjQ5vF+98r28snzzkVaX98xLlnwQ+QohyzfjwdLVzvesCnsVWBvc7rTp5trnlv60iMs97kmBQFAeZuVkIUa61qN6CEO8Q2gW2K7UyvPzoy9xMv0nX2l3zbAuvH866f9bRt0HfUijZw8dJ58SARgOISIqgbpW6pV0cUQ5pFEVRSrsQD5OkpCTc3d1JTEzEzc2ttIsjhBBCiEIo7PNburqEEEIIUWFI4COEEEKICkMCHyGEEEJUGBL4CCGEEKLCkMBHCCGEEBWGBD5CCCGEqDAk8BFCCCFEhSGBjxBCCCEqDAl8hBBCCFFhlInA5/Lly7z22msEBQXh6OhIrVq1mDBhAllZWRb7Xb16lV69euHs7IynpycjR47Ms48QQgghKq4ysVbXmTNnMBgMzJs3j9q1a3PixAkGDx5Mamoq06ZNAyAnJ4cnn3ySqlWrsmPHDuLj4xk4cCCKojBr1qxSvgMhhBBCPAzK7FpdX3zxBXPnzuXixYsAbNiwgZ49exIREYGvry8AK1asYNCgQcTFxRV63S1Zq0sIIYQoe8r9Wl2JiYl4eHiYXu/evZuGDRuagh6Arl27kpmZycGDB0ujiEIIIYR4yJSJrq7cLly4wKxZs5g+fbrpvZiYGLy8vCz2q1y5MnZ2dsTExOR7rszMTDIzM02vk5KSHnyBhRBCCPFQKNXAZ+LEiXz00UcF7rN//36aNWtmeh0VFUW3bt3o27cvr7/+usW+Go0mz/GKolh932jKlClWyyABkBBCCFF2GJ/bd8vgKdUcnxs3bnDjxo0C96lRowYODg6AGvR07NiRli1bsmjRIrTaOz1148eP55dffuHo0aOm9xISEvDw8GDr1q107NjR6vlzt/hERkbSoEGD+7ktIYQQQpSSiIgI/Pz88t1eZpKbIyMj6dixI6GhoSxduhQbGxuL7cbk5mvXruHj4wPAypUrGThwYJGSmw0GA1FRUbi6uhbYUlRUSUlJ+Pv7ExERIUnTxUjqueRIXZcMqeeSIfVcMoqznhVFITk5GV9fX4uGkdzKRI5PVFQUHTp0ICAggGnTpnH9+nXTNm9vbwC6dOlCgwYNeOmll/jiiy+4efMmo0ePZvDgwUWqXK1WW2CkeL/c3NzkH1UJkHouOVLXJUPquWRIPZeM4qpnd3f3u+5TJgKfP/74g/Pnz3P+/Pk8QYmxwcrGxobffvuNt956i8cffxxHR0deeOEF0zw/QgghhBBlIvAZNGgQgwYNuut+AQEB/Prrr8VfICGEEEKUSWV2Hp+yxt7engkTJmBvb1/aRSnXpJ5LjtR1yZB6LhlSzyXjYajnMpPcLIQQQghxv6TFRwghhBAVhgQ+QgghhKgwJPARQgghRIUhgY8QQgghKgwJfErInDlzCAoKwsHBgdDQUP7+++/SLlKZNnHiRDQajcWXcTJLUOd3mjhxIr6+vjg6OtKhQwdOnjxZiiUuG/766y969eqFr68vGo2GNWvWWGwvTL1mZmYyYsQIPD09cXZ25qmnnuLatWsleBcPv7vV86BBg/J8vh977DGLfaSe727KlCk0b94cV1dXqlWrRu/evTl79qzFPvKZvn+FqeeH6TMtgU8JWLlyJe+88w4ffPABhw8fpm3btnTv3p2rV6+WdtHKtEceeYTo6GjT1/Hjx03bpk6dyowZM5g9ezb79+/H29ubsLAwkpOTS7HED7/U1FQaN27M7NmzrW4vTL2+8847rF69mhUrVrBjxw5SUlLo2bMnOTk5JXUbD7271TNAt27dLD7f69evt9gu9Xx327dvZ9iwYezZs4dNmzaRnZ1Nly5dSE1NNe0jn+n7V5h6hofoM62IYteiRQtl6NChFu/Vq1dPGTt2bCmVqOybMGGC0rhxY6vbDAaD4u3trXz22Wem9zIyMhR3d3flm2++KaESln2Asnr1atPrwtTrrVu3FJ1Op6xYscK0T2RkpKLVapWNGzeWWNnLktz1rCiKMnDgQOXpp5/O9xip53sTFxenAMr27dsVRZHPdHHJXc+K8nB9pqXFp5hlZWVx8OBBunTpYvF+ly5d2LVrVymVqnw4d+4cvr6+BAUF8fzzz3Px4kUALl26RExMjEWd29vb0759e6nz+1CYej148CB6vd5iH19fXxo2bCh1X0Tbtm2jWrVq1K1bl8GDBxMXF2faJvV8bxITEwHw8PAA5DNdXHLXs9HD8pmWwKeY3bhxg5ycHLy8vCze9/LyIiYmppRKVfa1bNmS77//nt9//50FCxYQExND69atiY+PN9Wr1PmDVZh6jYmJwc7OjsqVK+e7j7i77t27s2zZMrZu3cr06dPZv38/nTp1IjMzE5B6vheKovDee+/Rpk0bGjZsCMhnujhYq2d4uD7TZWKtrvJAo9FYvFYUJc97ovC6d+9u+r5Ro0a0atWKWrVqsXjxYlPCnNR58biXepW6L5p+/fqZvm/YsCHNmjUjMDCQ3377jT59+uR7nNRz/oYPH86xY8fYsWNHnm3ymX5w8qvnh+kzLS0+xczT0xMbG5s8EWtcXFye3zLEvXN2dqZRo0acO3fONLpL6vzBKky9ent7k5WVRUJCQr77iKLz8fEhMDCQc+fOAVLPRTVixAjWrl3Ln3/+iZ+fn+l9+Uw/WPnVszWl+ZmWwKeY2dnZERoayqZNmyze37RpE61bty6lUpU/mZmZnD59Gh8fH4KCgvD29rao86ysLLZv3y51fh8KU6+hoaHodDqLfaKjozlx4oTU/X2Ij48nIiICHx8fQOq5sBRFYfjw4axatYqtW7cSFBRksV0+0w/G3erZmlL9TD/QVGlh1YoVKxSdTqd89913yqlTp5R33nlHcXZ2Vi5fvlzaRSuzRo0apWzbtk25ePGismfPHqVnz56Kq6urqU4/++wzxd3dXVm1apVy/PhxpX///oqPj4+SlJRUyiV/uCUnJyuHDx9WDh8+rADKjBkzlMOHDytXrlxRFKVw9Tp06FDFz89P2bx5s3Lo0CGlU6dOSuPGjZXs7OzSuq2HTkH1nJycrIwaNUrZtWuXcunSJeXPP/9UWrVqpVSvXl3quYjefPNNxd3dXdm2bZsSHR1t+kpLSzPtI5/p+3e3en7YPtMS+JSQr7/+WgkMDFTs7OyUpk2bWgzzE0XXr18/xcfHR9HpdIqvr6/Sp08f5eTJk6btBoNBmTBhguLt7a3Y29sr7dq1U44fP16KJS4b/vzzTwXI8zVw4EBFUQpXr+np6crw4cMVDw8PxdHRUenZs6dy9erVUribh1dB9ZyWlqZ06dJFqVq1qqLT6ZSAgABl4MCBeepQ6vnurNUxoCxcuNC0j3ym79/d6vlh+0xrbhdaCCGEEKLckxwfIYQQQlQYEvgIIYQQosKQwEcIIYQQFYYEPkIIIYSoMCTwEUIIIUSFIYGPEEIIISoMCXyEEEIIUWFI4COEEEKICkMCHyFEmRAXF8cbb7xBQEAA9vb2eHt707VrV3bv3g2oK2yvWbOmdAsphHjo2ZZ2AYQQojDCw8PR6/UsXryYmjVrEhsby5YtW7h582ZpF00IUYZIi48Q4qF369YtduzYweeff07Hjh0JDAykRYsWjBs3jieffJIaNWoA8Mwzz6DRaEyvAdatW0doaCgODg7UrFmTjz76iOzsbNN2jUbD3Llz6d69O46OjgQFBfHjjz+atmdlZTF8+HB8fHxwcHCgRo0aTJkypaRuXQjxgEngI4R46Lm4uODi4sKaNWvIzMzMs33//v0ALFy4kOjoaNPr33//nRdffJGRI0dy6tQp5s2bx6JFi/j0008tjv/www8JDw/n6NGjvPjii/Tv35/Tp08D8NVXX7F27Vp++OEHzp49y9KlSy0CKyFE2SKLlAohyoSff/6ZwYMHk56eTtOmTWnfvj3PP/88jz76KKC23KxevZrevXubjmnXrh3du3dn3LhxpveWLl3KmDFjiIqKMh03dOhQ5s6da9rnscceo2nTpsyZM4eRI0dy8uRJNm/ejEajKZmbFUIUG2nxEUKUCeHh4URFRbF27Vq6du3Ktm3baNq0KYsWLcr3mIMHD/Lxxx+bWoxcXFwYPHgw0dHRpKWlmfZr1aqVxXGtWrUytfgMGjSII0eOEBwczMiRI/njjz+K5f6EECVDAh8hRJnh4OBAWFgY48ePZ9euXQwaNIgJEybku7/BYOCjjz7iyJEjpq/jx49z7tw5HBwcCryWsXWnadOmXLp0iU8++YT09HSee+45nn322Qd6X0KIkiOBjxCizGrQoAGpqakA6HQ6cnJyLLY3bdqUs2fPUrt27TxfWu2d//727NljcdyePXuoV6+e6bWbmxv9+vVjwYIFrFy5kp9//llGkwlRRslwdiHEQy8+Pp6+ffvy6quv8uijj+Lq6sqBAweYOnUqTz/9NAA1atRgy5YtPP7449jb21O5cmXGjx9Pz5498ff3p2/fvmi1Wo4dO8bx48eZNGmS6fw//vgjzZo1o02bNixbtox9+/bx3XffAfDll1/i4+NDkyZN0Gq1/Pjjj3h7e1OpUqXSqAohxP1ShBDiIZeRkaGMHTtWadq0qeLu7q44OTkpwcHByn/+8x8lLS1NURRFWbt2rVK7dm3F1tZWCQwMNB27ceNGpXXr1oqjo6Pi5uamtGjRQpk/f75pO6B8/fXXSlhYmGJvb68EBgYqy5cvN22fP3++0qRJE8XZ2Vlxc3NTnnjiCeXQoUMldu9CiAdLRnUJISo0a6PBhBDll+T4CCGEEKLCkMBHCCGEEBWGJDcLISo06e0XomKRFh8hhBBCVBgS+AghhBCiwpDARwghhBAVhgQ+QgghhKgwJPARQgghRIUhgY8QQgghKgwJfIQQQghRYUjgI4QQQogKQwIfIYQQQlQY/w9Y5Eio1PG9UgAAAABJRU5ErkJggg==", + "image/png": 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", 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", 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", 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" ] @@ -1338,13 +1338,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Test set accuracy with SVM: 0.63\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "Test set accuracy with SVM: 0.63\n", "Test set accuracy with Decision Trees: 0.90\n", "Test set accuracy Logistic Regression with scaled data: 0.96\n", "Test set accuracy SVM with scaled data: 0.96\n", diff --git a/doc/LectureNotes/_build/jupyter_execute/chapter6_1_1.png b/doc/LectureNotes/_build/jupyter_execute/chapter6_1_1.png index b5985a26bb1756618858cda2c1212e4229bd6185..e7544fb2bb28ce5190ae1cd076a664b528b9c94f 100644 GIT binary patch literal 45524 zcmb5Wby!tf7e0zgqaq+7jdV$OD+ox5AV{M$(w!m#BHbYfNQ*QmDXpY{bc1wAH%Q#E zJm2r$``3M*d!FNwgPXnAnsdx|yfKzRkCkO_V3T5_prG84my>>if^tQOmz6p zZp7Xn_)W-3=9!b4t*Mjia|aU?rRPp|R<=%77B8q>OdK37Y;Ab%3Etymqc(SPvU3#X z;IRI`UvSUX!Hk2i^lLu636`ClmLm!Z?sMeVl}{467APpCQu5ML>TVy_Q(V1n%aFA- 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eigenvector\n", - "[-0.52317963 0.85222243]\n" + "[-0.52654886 0.85014487]\n" ] }, { @@ -1057,7 +1057,7 @@ "output_type": "stream", "text": [ "Eigenvector of largest eigenvalue\n", - "[0.85222243 0.52317963]\n" + "[-0.85014487 -0.52654886]\n" ] } ], diff --git a/doc/LectureNotes/_build/jupyter_execute/chapter8_65_1.png b/doc/LectureNotes/_build/jupyter_execute/chapter8_65_1.png index d147fd156431d85be50dde6d28e2241f657bb03a..8a31d17783b4d6878db194a0a6c0bf605fbfd188 100644 GIT binary patch literal 40039 zcmce8WmJ`4@GdAQT~g8Nijf9>=JN%6Id!&`fow^k-JZf~5Nt?cc1IRrVl*k~+WTpXN*I5}L(m;$be)lqa9`j5K`s<8utGvg8<&MiYIuCwz43Q3aQEGa72l77 zSShgU)A_#VtYnOrPD*w9O7UK2r;>p4Rc{upXed9$G%}gz}Bp!++9s&ce@B|qxhz2d_ivvC_-_ECx|QD+ncWlG#?ebl zuh|S6$ES9fDaS@fAyC-;=B=^B-w-hnL7Lq6rRWJdR$|4=sdoPSVO!()_t-*OxoN)R z0einEtlH(@La@mlPA9Zi^3&`(10Oy%$P^bAj@;U^>h-@j9?du>cn}>OoyVWb-r>2q z=#30-oU;Xg@yn~L!`Qp?*q)93=^9M=BsSGM*{tG!|3e_jcE+uUfBx66utZjE69)$s z(aD8{*p=Scm0y*nxD_<+lwPJp7;+fY)9^v=7gC{9P*yhm{+^+Aa{s*)Z2r7Q 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