From 0b8ce2813c7a96b8406e7970aefd46b83473372f Mon Sep 17 00:00:00 2001 From: Jan Mrna Date: Mon, 22 Sep 2025 10:05:17 +0200 Subject: [PATCH] Updated jupyter notebook --- python/pathfinding_demo.ipynb | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/python/pathfinding_demo.ipynb b/python/pathfinding_demo.ipynb index 3945409..d9307ff 100644 --- a/python/pathfinding_demo.ipynb +++ b/python/pathfinding_demo.ipynb @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 12, "id": "fbdf9d2c-d050-4744-b559-abc71e550725", "metadata": { "editable": true, @@ -108,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "id": "c704cf15-95fa-49c1-af1b-c99f7b5c8b95", "metadata": { "editable": true, @@ -220,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 17, "id": "043a1f1c-a7a7-4f24-b69c-c6c809830111", "metadata": { "editable": true, @@ -237,7 +237,7 @@ "\n", "class Visualizer:\n", " _axes: Optional[plt.Axes]\n", - " _cmap: plt.Colormap\n", + " #_cmap: plt.Colormap\n", " _cmap_counter: int\n", "\n", " def __init__(self):\n", @@ -282,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 18, "id": "859c64f4-e65c-4905-a775-c6f17542eac8", "metadata": {}, "outputs": [], @@ -516,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 19, "id": "ece3a6c8-aa1d-49a8-9f4c-06ebff72f991", "metadata": { "editable": true, @@ -530,15 +530,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Breadth First Search : took 1.941 ms, visited 561 nodes, cost 17012.00\n", - "Dijkstra's Algorithm : took 2.708 ms, visited 2925 nodes, cost 2027.00\n", - "Greedy Best First Search: took 0.268 ms, visited 120 nodes, cost 10019.00\n", - "A* : took 0.370 ms, visited 275 nodes, cost 2028.00\n" + "Breadth First Search : took 1.953 ms, visited 561 nodes, cost 14015.00\n", + "Dijkstra's Algorithm : took 2.933 ms, visited 2963 nodes, cost 1029.00\n", + "Greedy Best First Search: took 0.273 ms, visited 120 nodes, cost 7022.00\n", + "A* : took 0.485 ms, visited 355 nodes, cost 1030.00\n" ] }, { "data": { - "image/png": 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", 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M5tLttuwpCVjc1LF+MElxQew/lc+5XDM1g3VcWTfA5z0ra7/9lrj69QHrqp7ExEQ+/+wzunfvXux5999/PzVq1GDW7NlMmDCB0NBQWrduzdgnngDg1ltvJTk5mcefeAKj0Uj/m29m8uTJTJ061VZH7969OXHiBK+//jp5eXn06NGDoUOHsnXrVluZQYMGsXPnTkaPHs3FixftljWXN4vFwsyZM8nMzCQ0NJROnTrx5JNPAlCvXj0efPBB5s+fz3/+8x9uvvlmp8uar7vuOlatWsWyZcvIysqiZs2atG7dmjfeeMM2n2bQoEEEBwfz3//+l9dff52QkBCaNGnCHXfcAUC3bt248847mTlzJvn5+XTp0oV7772Xd955p8TnMGPGDObOncukSZPIzc21LWsWQoiSjGkUZh0GcklBy9Wz7dqGXMB5b7MaGEyt08XVALXPw5geTXl3/SGP2ltailZFBsANBgORkZGcPX3abuIoWJeCphw7RuNGjVwuZy1QONdGRfFGzgtPeXodvPEc/OG1EFalfT1zc3M5kpJCo/h42+9cdc1X4UjysHiP5GGx90LLmgw1x5TLY32SqPLiysvDQp5cR4PBQK2oKLKysop8fhcmPSxCCCFEFXA0xwRuxE8nIgwcd5Fdu3atcJqdLLmS9Aum0jbPYxKwCCGEEFXAopRsnmplRstTcT4DRUMJNtNvx0nXc1gCzrKhTVNqnXe+d48FOBcOizb86b2Gu0n2EhJCCCGqgBHxoWgmhYIJtvastxfnnnKdj0VVSZjUgw9uUlGwBieFWS7VvCq2/CfcggQsQgghRKV3V0Iok8Lrg0XFUiMPJch+Uq0SbOZj0l0vaVZVrniuFzUapbGtuZ53OtUgy2HR57lw+LC5ysxyzr9ia2JpT9i8eTMDBgwgLi4ORVGKLIVVFMXpzyuvvOKyzkWLFjk9Jzc31+U5QgghhLgcrGgmFWNELl33HaH13j95Ne84y3TpvJp3nNa//elWsKJpKpnLg5iz6Fe67T7Eq/EWPklUeTXeQvddhyosWIEyzGG5cOECbdq04Z577imSth0gLS3N7vaaNWu47777nJYtLCIigoMHD9odK2lFjxBCCFGdOQYrPXcf5Wy+dczn3SPZJVfgJFg5tXo7ACazpdyXLhen1AFLv379XGb4BGum0cJWrlxJjx49uOKKK4qtV1GUIucKIYQQwrnighW3FBOs+COfrhLKyMjg66+/5sMPPyyxbHZ2Ng0bNsRsNtO2bVteeOEF2rVr57K80Wi07RoM1nXc3uBp/hBv5A7xh/wj/nAdPOUP+WzAP66Fp8ryHE6fPs3NN99s2/KhKuW78IQ/5A7xBnk9KlbhYKVGwxCafbKR0xG13T4/z2RiwNJk0i0/V4pgBXw86fbDDz8kPDycIUOGFFsuMTGRRYsWsWrVKpYsWUJwcDBdunTh8OHDLs+ZPn06kZGRtp/4+HhvN79SSUpKskv/Xvj2yZMnSUpKKjLkVlUVPN/du3f7/LFSUlJQdboSH+uhhx5i9uzZPm+PEKLqc+xZqf/JGlQPgpW7Gk30+2AFfBywvP/++4wcObLEuSgdO3bkrrvuok2bNnTt2pXPP/+c5s2b8/rrr7s8Z+LEiWRlZdl+jh075u3mF2UxQ8qPsG+p9f8W3276N2XKFJKSkkhKSqJjx4706dOHRx99lFWrVhXZ9XjNmjV2+8043vZE4yuuYM7cuV6pC2DgwIHs3LnTozoyMjLo1KkTt912m5daVTbx8fGcPHHCtnPzxo0bUXU6zp07V6HtEkJUTc6GgTwNVp7uUvwcU3/hsyGhLVu2cPDgQT777LNSn6uqKklJScX2sAQFBREUFORJE0tn/2r49hkUw0nbIS0iDvq8DFcO8NnDdurUieeeew6LxcKZM2fYunUrs2fP5vvvv2f27Nm2XYijoqLsznO87Wtms9m2k3R5+Oqrr7jxxhvZtWsXe/bsoU2bNuXyuIXl5eURGBgoc6+EEOXC0zkrlTlYAR/2sLz33nu0b9++TB8kmqaxe/fuCttEr4j9q+GL0VAoWAHAkGY9vn+1zx46MDCQqKgo6tWrR2JiIvfccw+zZs3i559/5quvvrKVK25IyJHFYuHFF19k6NChtlVdCxcu5JZbbqFz587069ePJ8aOBaBHz54cPXqUcePGoep0qDodYF2KXqt2bb766iuuatWK4JAQjh49yvbt2+nduzc33ngj3bt358EHH+TAgQMun19+fj4zZ86kb9++dOnShYEDB/LBBx8Ue000TWP16tXcfPPN9OnTh5UrV5Z4HVetWkXzFi2oERpKz169+PDDD4v0hCxbtoxWrVsTHBJC4yuuYParr9rV0fiKK3jxpZe45557qFmrFg8++KDdkFBKSgo9e/UCoHadOqg6Hffcc49du+fNm0evXr3o06cPCxcutKs/KSmJ5cuX8+STT3L99ddz++2389tvv3Hs2DEeeughunbtyr333svx48dLfL5CiMpNr8D9jcN4oWVN7m8cxuiGpQtW8kwmPtz9Ay9uXsKHu38g25hbqYMVKEMPS3Z2Nn/+eTkl75EjR9i9eze1a9cmISEBsE6A/eKLL1yO2Y8aNYr69eszffp0AKZOnUrHjh1p1qwZBoOBefPmsXv3bhYsWFCW51QyTYP8i+6VtZhh7QRAc7JZt2Y9uvYZaNwNVB2qKaf46nTB4OEOz0lJSTRr1owNGzYwaNCgUp2bn5/P5MmTOX78OO+88w61a9fm+++/55NPPuGll16iSZMm/PPPPxgv5cBZtnQpbdu144EHHuCB+++3q+vixYu8PGMG7yxcSJ06dahXrx5Hjhxh1KhRPPjQQwB8/PHHjB07luXLlxMaGlqkPZ9++imbN29m+vTpxMTEkJGRQUZGRrHPYceOHeTm5nLddddRr1497rnnHp566imn9YN1nsntw4bxxBNPcP9997Fr1y7+7+mn7crs3LmT4SNG8PzzzzN82DB+/vlnHn3sMerUrs2YMWNs5WbNmsXkyZOZNGlSkceJj49n6RdfcNvtt3Ng/34iIiIICQnhz7/+Aqy9QiNHjuSDDz5g7969TJ06lTZt2tChQwdbHe+99x7JyckkJyczf/58nn32WeLi4hgzZgwxMTG88MILzJw5k3nz5hV7jYQQldekFpHcFVzXuvOymUv7A2loJsWtYGXWT8tZ/NfraPrLeVdm7wtAUfMrbbACZQhYduzYQY8ePWy3x40bB8Do0aNZtGgRYP0Q0jSNO+64w2kdqampdkMH586d48EHHyQ9PZ3IyEjatWvH5s2bue6660rbPPfkX0R5uYFXqlLQ4PxJmNkQgJLWpfza9yss+hCPH7dRo0Z2gaM7cnJySE5Oxmg08vbbbxMWZk1jmJ6eTp06dejQoQN6vZ6YmBjbCpvatWuj0+kIDw8vMvSRn5/Pgvnz7XrRevbsCVxeVTJx4kTWr1/Pr7/+SteuXQFrb0eBjIwM4uPjadu2LYqiuNWrtnLlSnr37o1Op6NJkyY0aNCAdevWuQze3nr7bVq0aMErM2cC0KJFC/b9/jvTpk2zlXnttdfo1bMnz06eDEDz5s35Y/9+Zs2ebRew9OzRg/FPPWW7nZKSYvu3Tqejdm3rWHK9evWoWbOmXTuaNWvGAw88AEBCQgKff/45//vf/+wClltuuYWbbroJsAb29957L/fddx+dOnUCYMSIEfznP/8p8RoJISqnSS0iGUkMWpG8qdZ0+19lnysxWPko5UXQ2e8mZA1W4MqQmytlsAJlGBLq3r07mqYV+SkIVgAefPBBLl68SGRkpNM6Nm7caFf+tdde4+jRoxiNRjIzM/n2229tf6CFc5pWirX2l0yaNImcnBzmz59vC1YAevXqhdFo5NZbb+XFF19kw4YNmEwl78QZGBjI1VdfbXcsMzOTh//1L4YOHUr37t3p0aMHFy9eJD093Wkdt9xyC4cPH+a2225j1qxZ/PLLL8U+5vnz59m4caNdLqB+/frZBUGODh08yLXXXmt37LqkJLvb+w8coHOXLnbHunTuzOHDhzGbL0+ubu9QT2k0bdrU7nZUVBRnz561O9asWTPbvwuCnyZNmtgdMxqNZGe7kRBKCFGp6BW4K7jupVvOe+JvC4xC76KTPs9kYvFf1sUqrjryD2b/SJ4bf9/9UfXcrTmgBtozbs4DOPozypJhJRbT7vgcGnZmVwnLWy0672TvTUlJoX79+qU6p0uXLqxZs4a9e/eSVOgDOyYmhqVLl7Jt2za2b9/OjBkzWLFiBRs3bCAgIMBlfSEhISgOvxX33HMPp06fZty4ccTExBAYGMi9995LvoutzBMTE/nyyy/5+eef+d///sfEiRO57rrrmDFjhtPya9euxWg0FpkbYrFY+Pvvv50mKNQ0rUg7HQM+d8oALoed3FEwQbqAoihFVnsVLlPQHmfHyhKwCiH825hGYdZhIJcUtFw9YxqFOc1iu2TfZjR9lotQxxrEaPpzLNm3mdFte3qlzeWpegYsigKBbn7wNOlpXQ1kSLMO/zjQUCAiDpr0BFXnleGekmzfvp0///zT5ZCbK0OHDqVJkyY89dRTvPbaa7Rv3952X3BwMN26daNbt27cdttt3H777ezdu5drrrmGwMBAu16G4mz58UcWzJ9Py6uuAqzDTSUt8Q0LC6N379707t2bXr168cQTT5CVleW0h27VqlWMHDmSW265xe747NmzWbVqFcnJyUXOaZGYyJo1a+yO7XBYVt3yyiv56ccf7Y79vHUrzZs3R3dporE7Ai8loXL3egkhRIGGIZfmrLhTzoljhuLn/5W2nL+R3ZpLouqsS5cpOu3WdrvPdGs5H8jLy+P06dNkZmZy4MABPvjgA8aPH8/1119P//79S13f8OHDefjhhxk3bpwt2dnq1atZuXIlf/75J8ePH2fNmjWEhITQsKF1Xk6jhg3ZsnkzJ06c4PTp08XW37RpUxYvXsyRI0fYt28fzz33XLHLzz/55BO+++47UlJSOHr0KN9//z116tQhPDy8SNmDBw9y4MABBg0aRNOmTe1+evfuzTfffON0KOuhSyuVJjzzDIcOHeLzzz+3ZV8u6LEYN24c3//wAy+8+CKHDh3iww8/ZMGCBTx1aY6Wuxo2bIiiKHz11VecOnVKhm6EEG47muPeUI2rcvER0W6d7245fyMBizuuHAC3fwgRDhNCI+Ksx32Yh2Xr1q3069ePgQMH8sQTT7Bjxw6eeuopZs+eXapv/oXdeeedPPjggyQnJ7Nnzx7Cw8P58ssvuf/++7nzzjvZvn07q1aupE6dOoB1FVfK0aM0bdaMetHFv9Hfe/ddzp47x1133WVdcTN8uG0uhjMhISF8+OGHjBo1itGjR3Py5Enmzp3rNJ/LqlWraNy4MY0aNSpyX/fu3TEYDGzevLnIfY0bN+aLzz9nxYoVtGnblrfefpt/T5wIYAumrrnmGj779FM+++wzWl99Nc9PmcLUqVPtJty6o379+kyZMoWJ//43MbGxPP7446U6XwhRfeVbNHDSk3+ZhhJsYlGK8y9CQ6/sjGZxPYyvaaCYanJHqxs8a2gFUbQqMhhuMBiIjIzk7OnTRERE2N2Xm5tLyrFjNG7UyLMdoC1mSN0K2ekQFgMJnYr0rPjDvjF5eXl06dKF+fPn261AKY2qvpfQS9Om8fbbb5N6aZ8bX/KHa1ERTp8+zcMPPyx7CfmA7CVU9RROCnc5aCncq2899jHpvHQwy+5cc16eQ1K4S2cXOr3g2KhGkxnfpeh2OZ6+np68Jw0GA7WiosjKyiry+V1Y9ZzDUlaqDhpdX9GtKFZ2djYbNmxAVVWnPRHV1RtvvknStddSp04dfvrpJ2bNmsWjjz5a0c0SQogiGWy/yj7HbYFRdhNwlWAzi3NPFQlWoGgG2ytDbuZg9ha7PCyquSZ3NXnMabBSWUjAUsUsXLiQb7/9lscee4zoEoZvqpPDhw/z0ksvcebMGRISEhg3bhwTn3mmopslhKjmXKXbn6qcY0yjMBqG6DmaY2LRoWxMzsZDVNVpBts8k4kl+zZzzJBBfEQ0d7S6gUB95f7Ir9ytF0WMGzfOlsxPXPbaq6/ymkOqfSGEqEjF7Q1k0nC6dNmOqnLFc72cptsP1Osr5dLl4sikWyGEEKKcebqRYUGwUqNRWqVOt18a0sPioCpMkPR0wixUjevgL8+hKkxg9gaZpGnljQmzci0rNwlWykZ6WIQQQohy4u1gJXN5ULUIVkACFiGEEKJc+CJYObV6u+8a7GdkSEgIIYTwIr2C/QqflGxGxJcyWFFVanZpSUDdUPJPXeDc1gNcMblHtQ1WQAIWIYQQwmsmtYjkruC61hwqZiAQnmplRjMpbgcrUQOupd4tetSgbOACAPXHtEbRVd9gBWRISJTBwoULufPOOyu6GeVi4MCBfPLJJxXdjAq1c+dOkpKSOH/+fEU3RQi/NqlFJCOJQcu1z4Cu5algUbHUyHMrWIkekosSaL+kWdHlo2mQva9utQxWQHpYSsWiWTh08RDnTOeoqa9J8xrNURXfxnynT59m0aJF/PTTT2RmZhIWFkZ8fDz9+vWjf//+nm01UIEGDhxIWloaAKqqUrt2bTp37szYsWOLTc1cGg899BDNmzfnqaeeKrHcr05W4mzdupUPP/yQkJCy78B98uRJkpKS+HXnTtq2bVts2WXLlvHKrFkcOHAAi8VCQkICffr0qTbBoRCVmV7hUs8K4LBRrvW2hs6sct5p9rdLVJV6t1g/lhXHKi4JbX4RVBUsFi+0unKRgMVNOww7+CTtE86aztqO1dLX4s7YO7k24lqfPObx48e5//77CQ8P55FHHqFp06aYzWZSU1NZtWoVUVFRdOvWzem5+fn5BAS43gTLHzz00EMMGjQIi8VCamoq06ZNY9asWfznP/8p97YMGjSIhx56yO6YXq+nVq1axZ5nMpnQeyF75Pr167njzjt56aWXGDhgAIqi8Mcff/D9Dz94XHdxzGYziqI43WxSCOG+MY3C7FLpF6WgGfWMaRTmMiFczS4tLw0DuahBASXoPDW7tOTcln0etrjykb9Sbthh2MGCYwvsghWAs6azLDi2gB2GHT553BkzZqDT6fjoo4+46aabaNy4MU2bNqVnz57MmTOHG264vONmUlISy5Yt46mnniIsPJwXX3oJgNWrV3NtUhIhNWrQpGlTpv7nP5hMl7cmz8rK4sGHHiI6JobImjXpdeON7Nmzx64dixYtok+fPnTr1o0XXngBo9Fou+/XX3+lY8eOnD592u6c1157jQcffLDY51ejRg2ioqKoV68e1157LTfffDMHDhywK7Nnzx4efPBBrr/+evr378+sWbPIycmx3f/FF18wZMgQunTpQp8+fZgwYQIAU6ZM4ddff+XTTz8lKSmJpKQkTp486bItwcHBREVF2f1A0SGhwte5a9euvPfeexgMBiZPnsxNN93E9ddfz5AhQ1i1ahUAt956KwDXtG+PqtPRo6fzzJNfff01119/Pf83fjwtWrSgefPmDBo0iNfnzbMrt3nzZu6++266dOnCrbfeyjvvvGP3en788ceMGDGCrl270r9/f15++WUuXrxou3/16tX06NGDLVu2MGzYMLp06UJaWhp5eXnMmzeP/v3707lzZ4YMGcLKlSvtHnv//v2MGjWK66+/nnvvvZeUlBSX11OI6qZhiHtfXIorF1A31K063C1X1VTLHhZN08gx5Ti9z2gx2t22aBY+Tvu42Po+SfuEq0Kvcmt4KFAJRHHV11fIuXPn2LZtG4888ojLIQnHehYuXMijjz7K+++9h06n49tvv+XuUaOYO2cOXbt25a+//uKhhx8G4PnnnkPTNG4ZMIDatWrx9VdfERkZydsLF3LjTTfx2WefERkZybp161i4cCFPP/00bdu2Zc2aNXz22WfExcUBcM0111C/fn3WrFnD3XffDVh7HdauXVuqzQUzMzP58ccfadWqle3Yn3/+yRNPPMFDDz3E5MmTOXv2LK+88gozZ87k+eef548//mD27NlMnTqVq6++GoPBwK5duwAYP348qampNGnSxNZzUlJvibsKrvOTTz6JTqfjrbfe4siRI8ydO5eaNWty7NgxW1C3aNEixowZw7rvvuOqq64i0EXCr5iYGJYsWcK+ffvsrkFhW7du5bnnnmP8+PG0bduWEydOMG3aNAAeeOABwPqeGD9+PLGxsZw8eZIZM2Ywb948nim0b1Jubi6LFi1i0qRJREZGUrt2bZ5//nn27t3L+PHjadasGSdPnuTcuXN2j//mm28yduxYatWqxcsvv8wLL7zAe++95+nlFKJKOJpjAjfy+R3NMbm8L//UBbcey91yVU21DFhyTDl0/LST1+o7azrLIwcecavsW1e+RZASVGK548ePo2kaDRs2tDt+4403kncpU+btt9/O448/bruvT58+DBw4kCuuuAKAUaNHM2HCBEaPHg3AFVdcwX+mTmXCM8/w/HPPsWHDBvbu3UtGejpBQdY2zXrlFVauXMn333/PkCFDWLJkCQMHDmTQoEEA/Otf/+J///ufXS/LrbfeyurVq20By08//URubi433XRTsc9x/vz5vPXWW1gsFoxGI61ateLJJ5+03f/f//7Xbg5HQkIC48eP56GHHuKZZ54hPT2d4OBgrr/+ekJDQ4mNjaVFixYAhIWFERAQYOs5KcnSpUvtehQGDx5s15bCCq5zgfT0dFq0aEHLli0BbMEcXA6S6tSpQ0xMjMvHf/yxx/hxyxaubtOGhg0b0rFDB2666SZGjhxpK/PBBx8wevRobrnlFgAaNGjAQw89xOuvv24LWArPd6lfvz4PP/wwL7/8sl3AYjKZmDBhAs2bNwfg6NGjrF+/nvnz59OhQwdb3Y7+9a9/0b59ewBGjx5NcnIyRqPR9t4RojpblJJtXQ2Up1J0DguAhhJsZtEh10M+57YeuLQaKN/p/ZoGWl44537a5p1GVzLVMmCpTBx7URYtWoSmaTz77LO2wKXAlVdeaXd7586dbN++3fYtHKxzFnJzc7l48SI7f/2V7OxsourWtTsvJyeHEydOAJCSksLQofZZFFu3bs2OHZeHwW655RbefPNN9u7dS+vWrVm1ahU33nhjiZNV7777bm655RY0TSMjI4M33niD5ORkFi5ciE6nY//+/Rw/fpy1a9faztE0DYvFwsmTJ+nQoQOxsbEMGjSITp060alTJ3r06FGmich9+/bl3nvvtd0ODw93WdbxOg8dOpQJEyZw4MABOnbsSLdu3WjTpk2pHj80NJSvvvqKv/76iw0bNvDLtm2M/7//Y97rr7NgwQKCg4PZv38/f/zxBx988IHtvIJgLzc3l+DgYHbs2MEHH3zAkSNHuHDhAmazGaPRSE5Oju31CAgIoFmzZrY6Dh06hE6nswUjrhQ+pyAIPHv2bLGBmBDVxZ0JoWgmhYIJtvZBi3Wi7eLcU853XAZrUrjJPS4tXbYeKvznv+BY5lf51XLCLVTTgCVEH8IvI7Y6vW+3w/yNgxcO8lrqayXW+WTCk7QIbVFiuUDFvT1AGjRogKIoReYJFHzzdfat1jFAsFgsTJkyhSGDBxcpGxwcjMViITY2lg1OJnYeTU11q50AtWvXpmvXrqxevZr69evz008/8fbbb5d4XmRkJPHx8YC192TcuHHce++97Nixgw4dOqBpGkOGDGH48OFFzo2JiSEgIID//ve/7Ny5k23btvH222/zzjvv8OGHHxYbcDhTsPrKHY7XuUuXLqxevZoff/yR//3vfzz66KPcdtttJCcnl6oNAE2aNKFJkybcf//9TPr3v2mRmMh3333HwIED0TSNBx98kB49ehQ5LzAwkLS0NJKTkxkyZAgPP/wwERER7NmzhxdeeMFunktQUJBdIOxuD4mzycWWavqHU4jCRjUMZWKYNSmcpUYeOrOKZrz8+6IEm1mce4qXDmY5r8Ahg232vrqENr+AUmgCrpYXTuZX+Zxe7Zs5k5VBtQxYFEWhRkANp/cFqfZ/vFuFtaKWvlaRCbeF1dbXplVYK68uca5ZsyYdOnTgiy++YPjw4WVaWnvNNddw8OBBmjZt6vz+du1IT09Hr9fTqFEju/uyDAYAGjVqxN69e+nfv7/tvn37is5Ov/XWW5k0aRL16tWjQYMGpe5hAGwrVQqGm1q0aMFff/1VbCCh1+vp0KEDHTp04IEHHqBHjx5s376dnj17EhAQUG4fqLVq1WLAgAEMGDCA5cuXM2/ePJKTk20rtcxmc6nrbNSoETVq1CA3NxewXo+jR4+6vB779+/HZDKRnJxsu5br168v8XGaNm2KxWJh586dtiEhIYR7CgcrBUnhzps0+0y3h7KL71kpkm7/+6KZbn/aVm17VgpUy4ClNFRF5c7YO1lwbIHLMnfE3uGTfCwTJkzgvvvuY9SoUTzwwAM0a9bMttw1JSWFxMTEYs9/dvJkBgwcSHx8PLffdhuqqvLbb7+xd98+XnzhBW688UY6derE4CFDeHn6dFq0aMHJkyf5Zs0a25yMESNGMHXqVFq2bEmbNm1Yu3Ytf//9t908DYBOnToRFhbG+++/X2R5sCsXL160rS7KyMhg3rx51KxZk6uvvhqwzpO45557mDFjBoMGDSIkJIQjR47wv//9j//7v/9jy5YtnDhxgnbt2hEREcFPP/1kN+8nNjaWffv2cfLkSWrUqEFERIRPlu++9dZbXHnllVxxxRXk5eWxZcsWWwBYq1YtQkJCWPvttzRo0IDg4GAiIyOL1DFl6lQuXrzIzf360bBhQ86dO8frr79Ofn4+1113HQD3338/Tz75JNHR0fTq1QtVVTl8+DB//fUX//rXv6hfvz5ms5nPPvuMrl278ttvv7F8+fIS2x8XF0f//v154YUXbJNu09PTOXPmTInzkISozpwFKwVJ4VwtXbZT3N5AFku1XLpcHAlY3HBtxLU8Gv9okTwstfW1uSP2Dp/lYWnQoAEff/wxH3zwAQsWLCAzM5PAwEAaN27MXXfdxe23317s+X369GH1qlW88OKLvPLKKwQEBJCYmMh9l+ZqKIrC1199xaTJk7nv/vs5deoUMTEx3NC1K506WScl9+7dmxMnTvD666+Tl5dHjx49GDp0KFu32g+pqarKLbfcwqJFi+x6Y4rz9ttv24aOatWqRcuWLZk/fz41a9YErHMm3n77bd58800efPBBNE2jQYMGtg/R8PBwNmzYwDvvvIPRaCQhIYEXX3yRJk2aAHDXXXcxdepUhg0bhtFoZOXKlUUCLW8ICAhgwYIFnDx5kuDgYNq2bctLl5aV6/V65s6Zwwsvvsjzzz9P165dnQ7BdbvhBt544w1GjxlDRkYGtWrVol3btny7di0hNay9gZ06deK1117j3Xff5aOPPrL1jBUsnW7RogVPPvkkH330EQsWLKBdu3Y8+uijPP/88yU+h2eeeYY33niDGTNmkJWVRUxMDGPGjPHeRRKiiikuWHFLNd/IsCwUTdNKcYX9l8FgIDIykrOnTxfJlJqbm0vKsWM0btSoxAmZO51kPC1QEZluK5MXX3yRM2fO8Oqrr1Z0U4SXtb/mmlKVz83N5UhKCo3i422/czoXS7qFKCuzw8KDsijL+7JwsFKjYQj1P1mDGlHb7fPzTCYGLE0m3fKzV4KViroO3mqDwWCgVlQUWVlZxWY6lx6WUlAVlcTQ4odhqqPs7Gx+//131q5dy+zZsyu6OUII4TOOPSvNPtnoUbByV6OJTFx9hw9bXHVIwCI89tRTT/H7778zZMgQmbQphKiynA0DnfYwWHm6y1Am+rDNVYkELMJj7ixhFkKIyszTOSuughXhPglYhBBCiEL0CnbLkk2axoRQ94OVPJOJJfs2c8yQQXxENEOv7MzQFeMlWPFQqWeMbt68mQEDBhAXF4eiKHz55Zd2948ZMwZFUex+OnbsWGK9y5Yto2XLlgQFBdGyZUtWrFhR2qYJIYQQHpnUIpK9VzdlXGADhppjGBfYgKeDGrgdrMz6aTnXfXITr/4xni+Ov8Krf4yn8xfdJFjxglIHLBcuXKBNmzbMnz/fZZm+ffuSlpZm+/nmm2+KrXPr1q0MHz6cu+++mz179nD33XczbNgwtm2rnvslCCGEKH+TWkQykhi0XJ3DPdZ0+19lnysxWPko5UUsOvuMtoqaj6bBlSE3S7DigVIPCfXr149+/foVWyYoKKhU+4vMmTOHm266iYkTrVOPJk6cyKZNm5gzZw5LliwpbROFEEKIUtErcFdwXbRccL55IdwWGMVU5ZzTrLV5JhOL/3oddPZ7ABV2MPtH8kwmAp1scyFK5pMkIhs3bqRevXo0b96cBx54gMzMzGLLb926ld69e9sd69OnDz///LPLc4xGIwaDwe5HCCGEKIsxjcLQcvW4ClZAQcvVM6ZRmNN7l+zbjKbPchmsKApo+nMs2bfZK+2tjrwesPTr14+PP/6YH374gdmzZ9v2dSnYH8aZ9PR0oqOj7Y5FR0eTnp7u8pzp06cTGRlp+3F34zohhBDCUcMQ93o9XJU7Zshw63x3y4mivN4vVXhn3VatWnHttdfSsGFDvv76a4YMGeLyPMUhLNU0rcixwiZOnMi4ceNstw0GgwQtQgghyuRojgncSPZ6NMfk9Hh8RLTT42UtJ4ryeV752NhYGjZsyOHDh12WiYmJKdKbkpmZWaTXpbCgoCAiIiLsfnzOYkH9Yz+6n7ei/rG/3HbO3LNnDx06dODxxx93ev/q1atZvXp1ubRFCCGqIpOmAcXlVdFQgk0sSnG+qeHQKzujWQJcn62BYqrJHa1u8Kyh1ZjPA5Z//vmHY8eOERsb67JMp06dWLdund2x7777js6dO/u6eW7Tbd9OSPKThEybRvAbbxAybRohyU+i2+77zapWr17NsGHD2LNnj11g98knn3DhwgXb7QsXLvDxxx/7vD1CCFGVjGoYyoTQ+hSsBioauFhvL8495XLC7dAV422rgRx36Cu4fVeTx2TCrQdKHbBkZ2eze/dudu/eDcCRI0fYvXs3qampZGdnM378eLZu3UpKSgobN25kwIABREVFMXjwYFsdo0aNsq0IAhg7dizfffcdM2bM4MCBA8yYMYP169eTnJzs8RP0Bt327QTNnYdy5ozdceXMGYLmzvNp0JKTk8P69esZOnQo119/vV1PSnh4OI899hh79uxhz549PPbYY9SqVctnbRFCiKrGMYPtMjUDJdhsV0YJNvMx6bx0MKvI+Y4ZbK8MuQXVHGlXRjXXZFSjyYzv4npahChZqUO9HTt20KNHD9vtgnkko0eP5s0332Tv3r189NFHnDt3jtjYWHr06MFnn31GeHi47ZzU1FRU9XKs1LlzZz799FMmT57Ms88+S5MmTfjss898ti+NpmloOTnO78zNtb9tsRD40X+BonPHC2LxwI/+S85VV4HqRvwXFOR6zZsT69atIyEhgUaNGtGvXz9mzZrF/fffj6IoDBgwgKSkJEaPHg3Ahx9+WKrl5EIIUZ1dXPux03T7U5VzdpluFx3Kdtqzgqo6TbfvmOn2jlY3SM+KFyia5th5VTkZDAYiIyM5e/p0kfksubm5pBw7RuNGjQgODsZy8SKHrk2qkHZeePcdCA52u/x9993HjTfeyB133IHJZKJfv368+OKLdOjQgW+++YYvvviCK664AoC///6b22+/nZtvvtlXzRfVVPtrrilV+dzcXI6kpNAoPp7gS+93T7evF8KROS+vzOdeXPsxJya+jMWklGlvIFSVK57rRY1GaR5nsPX0d8OT6+APbTAYDNSKiiIrK6vY+ag+n8Miyi4lJYXff//dlqNGr9dz00032YaFzp49y/z582nbti1t27Zl/vz5nD17tiKbLIQQfs+fghXhvmrZR6WEhNB8h/N5J7suzc0poB44SMisWSXWmTN+PJbEFiU/eFCQO00EYNWqVZjNZvr37287pmkaer0eg8HAyJEj7cqHhoYycuTIUn8bdmbnr796XEdFk+sghHP+8I3cG8rSBsc5K63W/MLpiNpun+84ZyVzeRATV9/BxJJP9RlvvBbeeE/4WvUMWBQFpUYN53c6DNdYrm6NpXZtlDNnnOY/1ACtdm0sV7d2bw6Lm0wmE19//TXJyclF5vJMmDCBtWvXMmzYMAAGDBjgtccVQoiqyjFY6bn7qEfByl2NJjJx9R0+bLEoTIaESqKq5N19F+BqoRvW+70YrAD8+OOPnD9/nltvvZWmTZva/fTq1YuVK1d69fGEEKIqcxaslGYYyFmwIsNA5UsCFjeYk5Iwjn0CrbZ9JK7Vro1x7BOYk7w/gXflypVcd911hIUV3beiZ8+eHDp0iAMHDnj9cYUQoqqRYKVqqJZDQmVhTkoip3171AMHUc6dQ6tZ0zpnxcs9KwVee+01l/clJiayvRwS1gkhRGmoCnRN0BEbrpB2XmNLqhlLKdehelqHXsFuSbJJ05gQWrpgpfCy5LiwKD498CUZbJVgpYJJwFIaqoql5ZUV3QohhPA7gxP1zO0bTHzk5S9xx7IsjF2by4oDzvff8XYdk1pEcldwXeuuy2Yu7Q2koZViNdCsn5az+K/X0fT2SeI0TZFgpYLJkJAQQgiPDE7Us3RYCPUj7Jcm1I9QWDoshMGJJX839rSOSS0iGUkMWq7O4R5ris+vss+5Fax8lPIiFp1jsAKgoTpdeiHKi/SwCCGEKDNVgbl9gy/9W3G4T0HTND64NYSro40utxZUgCc7BqFgXcVZ2jpUDUZk1cWSW1BbUbcFRjFVOec8Yy3WYaDFf70OuqLJyBXFGrQs/ms+T3QYKFlrK4hcdSGEEGXWNUFnN4TjSFEUIoNhSnf3M3yXto4LGYGkbiju40xBy9UzplEY7x5xvtvykn2b0fRZLvtQFAU0/TmW7NvM6LY9S/cEhFdIwCKEEKLMYsPdGyb57i8Tf56xOL2vaW2V3k1K/jhyVcfVWiB13GhDwxDXj3HMkOFGDe6XE95XPQKWS/17VWTbJCH8nu13rRQbfYrKKe28e39Xp20xsumo2el93Rrq3ApYXNVxf2M949xI9no0x/XE3biwqJIrAOIjot0qJ7yvWky61emsk7Dy8/MruCVCVA8XL14EIEDG+qu8kIDivwxaNI3ULAtbUp0HKwBbUs0cy7JgcVFPSXXsTjdTNLVnYRpKsIlFKc6Hg/JMJj498KW1pItqNA0UU03uaHVDMY8jfKla/DXR63TUCAnh1KlT6PV6VB/lTvEXubm5Fd0EvyDXwXvcvZaapnHx4kVOnTpFzYgI25cFUTX1bqJjxfAaKJcmxmrYT7wtCECS1+YWm0vFosHYtbksHRaCRdNKVUe7kBDebNCAgtVAVoV79qzHFueecjrhtiApnDXPirUOTbPvHCwIYu5q8phMuK1A1eLKK4pCTHQ0KampHE1NLbbs6dOny6lVvnMkJcXjOuQ6WFWF6+ANpb2WNSMiiK5XzzeNEX6hdxMdK0fUIFivsGJ/Pkv25TO7dzDxkZc/6Y8bNJLdzKGy4oCJ2z7PuZSHxb062oWEsLBBA0JVHb9cuMDR0POMCI6y5mG5RAk2szj3FC8dzCpyPqpaJIOtilIkD4tqrsldTR5jfJch7l4e4QOKVkUmdhgMBiIjIzl7+jQRERFOy1gsFvLz84vtvmzZurWvmlhu/ti71+M65DpYVYXr4A1uX0tFIUCvd9qz4g+7+worj3fm/esH8hbfbgtWhi/NId9SvpluHYOVR04cJ1fTimS6XZSS7Xwps6pyxXO9qNEorUgG28KZbuMjormj1Q0ue1aqyvu6IndrNhgM1IqKIisry+XnN1SzgMUdVeHNV1W2jveUXAfvkWtZtXj0ev71A8oXd6OYjXbBSnlyFay4rZhgpbSqyvu6MgQs1WJIqDQq8kUT3lVV/pBUFZ7+bsnr6T1lvZaOw0BVIVjJXB7ExNV3MNF3Ta4UPP39Ko/Pzqo9+1QIIYRXVNVg5dRq2Ui2spCARQghRLEkWBH+QAIWIYQQLkmwIvyFzGERQggBFF2hExIAK4aXb7CiAu1DalBXr+OUyYwZjbdLE6yoKjW7tCSgbij5py5wbusBrpjcQ4KVKkACFiGEEAxO1F/KgXK5413TNBSl/IKVG8PCmFgvmtiAANuxgkRy7gQrUQOupd4tetSgbOACAPXHtEbRSbBSFUjAIoQQ1dzgRD1Lh4UUOV6QwXbJvvxyCVbmxNUvcly91IalWedKDFaihxTNyKzo8tE0yN5Xl1Orv/dqm0X5kjksQghRjakKzO0bfOnfRTer1IBZvYNRfbiPpQpMrBddbBueqlvP9QeWqlLvFuv3b1f7bYY2vwhVfFuWqk5ePSGEqMa6JuiIj1SdBgpgDSASIlW6JvhuX6j2ITWIDQgotg2xAQG0D6nh9P6aXVqiBmW7DFYUBdSg89Ts0tJbTRYVQAIWIYSoxmLD3es6cbdcWdTVuxcMuSoXUDfUrfPdLSf8kwQsQghRjaWdd295sLvlyuKUyexRufxTF9w6391ywj9JwCKEENVYSADFbghr0TRSsyxsSXUvqCiLnTkXScvPx+KiHRZNIy0/n505F53ef27rATRzgNP7ADQNLMZwzv30h1faKyqGBCxCCFFN9W6iY8XwGrbVQI4BQ8Ht5LW5pd51uTQswPTMDKBo8FTQhumZGThdqKSqXDG5h201kGPMU3A786t8sJRzxjvhVaUOWDZv3syAAQOIi4tDURS+/PJL2335+flMmDCB1q1bExoaSlxcHKNGjeLkyZPF1rlo0SIURSnyk5tbdImaEEIIzznLYHvCYP9pf9ygcdvnOaw4YPJ5e9ZnZ5N88gTnzPY9ORkmE8knT7A+O7voSQ4ZbLP3RaPlhdkV0fLCyVgezOnVO3zZfFEOSp2H5cKFC7Rp04Z77rmHoUPtt+O+ePEiv/76K88++yxt2rTh7NmzJCcnM3DgQHbsKP7NEhERwcGDB+2OBQcHl7Z5QgghSuAq3f6y/dl2mW63pJp92rPiaH12NgrpzK3fgL+NRqZmZLAz56LrnpUi6fa/L5rp9qdt0rNSRZQ6YOnXrx/9+vVzel9kZCTr1q2zO/b6669z3XXXkZqaSkJCgst6FUUhJiamtM0RQghRCsXtDWTRYNNR381VcUdBfHTWbGa7izkrxe4NZLFwbsu+cmmrKF8+n8OSlZWFoijUrFmz2HLZ2dk0bNiQBg0acMstt7Br165iyxuNRgwGg92PEEII1/xhI0OPyUaG1ZZPU/Pn5ubyzDPPcOeddxIREeGyXGJiIosWLaJ169YYDAbmzp1Lly5d2LNnD82aNXN6zvTp05k6darX26wLDPTofHNeXoW3QfgXT98T/vB+8EYbPL0O8rvlmcLBitb8Zm595l1yF1fc9SjTa+GDYKUq/H5WFz7rYcnPz2fEiBFYLBbeeOONYst27NiRu+66izZt2tC1a1c+//xzmjdvzuuvv+7ynIkTJ5KVlWX7OXbsmLefghBCVAmOPSvakHdBV8k+aKVnpdrzSQ9Lfn4+w4YN48iRI/zwww/F9q44o6oqSUlJHD582GWZoKAggoKCPG2qEEJUac6GgSqyZ6VMJFgR+KCHpSBYOXz4MOvXr6dOnTqlrkPTNHbv3k1sbKy3myeEENWGzFkRVUmpe1iys7P5888/bbePHDnC7t27qV27NnFxcdx22238+uuvfPXVV5jNZtLT0wGoXbs2gZfG+kaNGkX9+vWZPn06AFOnTqVjx440a9YMg8HAvHnz2L17NwsWLPDGcxRCiCpPVbBbkhwSACuGV75gRVGs36Pr1gylR/2WHOsdS7AEK4IyBCw7duygR48ettvjxo0DYPTo0UyZMoVVq1YB0LZtW7vzNmzYQPfu3QFITU1FLbTN97lz53jwwQdJT08nMjKSdu3asXnzZq677rrSNk8IIaqdwYl65vYNJj7y8t9VTdNQlMoVrAzp3panzxohVyMhT2NBnsbpb07wwY06vvpdgpXqTtGK20SiEjEYDERGRnL29OlSz5kpTFYJCW+TVQhW3vjd8FRVuZaFDU7Us3RYCACqYr+jsqZpDF+awxd/2Geq9cfXYkj3tryQZs1uXvhZWC7dfjY2mOUbd3u9HfL76R2eXEeDwUCtqCiysrKK/fyWvYSEEKKSUhWY2zf40r+VIvdrwKzewahF7/IrqqqSfN4I2AcrYP2Q0oDkbKNdz7yofuTVF0KISqprgo74SNVpsALWICYhUqVrgq6cW1Y63ZISicrWigQrBVQg6rxGt6TE8myW8DMSsAghRCUVG+5e14m75SpKdJh7KSrcLSeqJglYhBCikko7794URHfLVZRTF4xulcvIdq+cqJokYBFCiEoqJMA6sdYVi6aRmmVhS2rFbmhYHFVVGRxh7Tlx9UwswOlwhU3bD5Rbu4T/kYBFCCEqod5NdKwYXgNFUdA0DYtD4FJwO3ltLhY/7WBRVZV5N7Wl59EcCkIqx9XXBauE5oQFYbFUgrXZwmckYBFCiEqmcAbbLw9Y86ycMNhHJccNGrd9nsOKAyYXtVQsW7CSchGzAlNig3k2NpgzYfbzbc6EKz5b0iwqF5/u1iyEEMK7HIOVYV9Yk8It259tl+l2S6rZb3tWjEajfbASE8yySwHJl6pKt6REosOCyMg2smn7AelZEYAELEIIUWm4ClYALBpsOuq/c1UKGI1GPr+nv9NgBcBisbBh2x8V10DhtyRg8TLJemjlj5k0K4q/tMMT/vB6+ouKyoxaXLBSXm3wVJFhIIdgpSJUhezm/tCG8iBzWIQQws95M1ipKP4YrIjKRQIWIYTwYxKsCGElAYsQQvgpCVaEuEzmsAghhB9QFexW+YQEwIrhlStYUR1W+GzZeYg5va6WYEV4hQQsQghRwQYn6pnbN5j4yMud3pqmoSiVJ1gZ0r0tyeeNRJ2zwLkcAHJbNCVYghXhJRKwCCFEBRqcqGfpsJAixwsy2H6yN79SBCsvpOUWOR5ssqbbX944jGVrdpR/w0SVInNYhBCigqgKzO0bfOnfRXdU1oBZvYNR/XizZVVVST5v3ZTQVTN7nLqAqsrHjfCMvIOEEKKCdE3QER+pOg1WwBrEJESqdE3QlXPL3NctKZGobM1lsKIAUec1uiUllmezRBUkAYsQQlSQ2HD3uk7cLVcRosOCvFpOCFckYBFCiAqSdt69zX7cLVcRMrKNXi0nhCsSsAghRAUJCbCuBnLFommkZlnYkuq/ewRt2XmI3GKWb1iA0+EKm7YfKLc2iapJAhYhhKgAvZvoWDG8hm01kMUhcCm4nbw21293XVZVlTm9rratBnJspgXrHJY5YUGy47LwmAQsQghRzhwz2A5fmsMJg/3H/XGDxm2f57DigKmCWlk8xwy2S68I458w+7k2Z8IVno0NZrnkXxFeIHlYhBCiHLlKt79sf7ZdptstqWa/7lkpkm5/zQ6mOmS63bT9gPSsCK+RgEUIIcrLXz+43BvIosGmo/47V6VAcXsDWSwWNmz7o2IbKKosGRISQojy8NcPKF/cXan2BnIkGxmKiiQ9LMJv6QIDK7oJfsGcl+dxHf5wLf2hDd5QludRFXdd3vnA7Xz++LNlrs8b7wdv/G5UBVXld6skErAIIYQPVcVgZUpMsEfBihBlIUNCQgjhI1U1WJFhIFERJGARQggfkGBFCO+SISEhRLWnKni0pNjx/JAAWDG88gUraqFlyacuGBkcESTBivAbpe5h2bx5MwMGDCAuLg5FUfjyyy/t7tc0jSlTphAXF0dISAjdu3fn999/L7HeZcuW0bJlS4KCgmjZsiUrVqwobdOEEKLUBifqSRkbxsYxoSwZWoONY0JJGRvG4ET3vs85O/+bOytfsDKke1s2tmvBgnMWnjuew+tnLfQ8moMZCVaEfyh1wHLhwgXatGnD/Pnznd4/c+ZMXn31VebPn8/27duJiYnhpptu4vz58y7r3Lp1K8OHD+fuu+9mz5493H333QwbNoxt27aVtnlCCOG2wYl6lg4LoX6EfYbW+hEKS4eFlBi0uDq/IN3+J3vzK02w8kJaLnWy7buVNKwfEn6av05UM4pW3M5bJZ2sKKxYsYJBgwYB1t6VuLg4kpOTmTBhAgBGo5Ho6GhmzJjBQw895LSe4cOHYzAYWLNmje1Y3759qVWrFkuWLHGrLQaDgcjISM6ePk1ERERZn1K1WR7ma1VlKa4/8Idr6Q9t8DZVgZSxYdSPUFAVpcj9Fk3jbI7Gk98anX5gK8BrfYKoHaKguDj/uEGj8dxsv81YC9ZhoI3tWlAnW6Pos7DuB3QmXKH7rwftstZ6+p6QZc2X+dvvRll48loYDAZqRUWRlZVV7Oe3V+ewHDlyhPT0dHr37m07FhQURLdu3fj5559dBixbt27lySeftDvWp08f5syZ4/KxjEYjRuPl7coNBoNnjRdCVCtdE3TER7ruZFYVhTo1FD4aHFKm+lVFISFSoWuCzq8z2HZLSiTqnOtuIBWIOq/RLSlRstiKCuXVgCU9PR2A6Ohou+PR0dEcPXq02POcnVNQnzPTp09n6tSpHrRWCFGdxYY7608oak+6mbTsol0ksWEKbWJ0XnucihIdFgTnctwrJ0QF8skqIcfuUU3TnHaZenLOxIkTGTdunO22wWAgPj6+DK0VQlRHZy66N04zdm2u0x6Sbg11bBwTWuL5aef9eDwIOHXBWHIhICPbvXJC+IpXA5aYmBjA2mMSGxtrO56ZmVmkB8XxPMfelJLOCQoKIihIIn4hROmF6OHpLta/H66+HBXMQdmS6nw4Z0uqmWNZlmLnwBR3vj9QVZXBEUFwNgcNip3Dsmn7gXJunRD2vJo4rnHjxsTExLBu3Trbsby8PDZt2kTnzp1dntepUye7cwC+++67Ys8RQoiyCNHD6jtq0OsKPTn51t4Pi8Pag4LbyWtzXU6YtWjW3peynl/RbEnhLi1dBmtwUpgFaxAzJyzIbsKtEBWh1D0s2dnZ/Pnnn7bbR44cYffu3dSuXZuEhASSk5OZNm0azZo1o1mzZkybNo0aNWpw55132s4ZNWoU9evXZ/r06QCMHTuWG264gRkzZnDrrbeycuVK1q9fz48//uiFpyiEEFaFg5XzRo0+iy8SE6Ywt28w8ZGX+xeOGzSS1+ay4oCp2PpWHDBx2+c5ZT6/ojjLYKsByeeNRBWar3MmXGFOWBDLJQeL8AOlDlh27NhBjx49bLcL5pGMHj2aRYsW8fTTT5OTk8MjjzzC2bNn6dChA9999x3h4eG2c1JTU1HVy507nTt35tNPP2Xy5Mk8++yzNGnShM8++4wOHTp48tyEEMLGWbCy9bi1b2HlwewyZ7pdccDk0fnlrbh0+18WynSbkW1k0/YD0rMi/IZHeVj8ieRh8S9VMW9HRfGHa+kPbfBEccFKdeLNvYEkD4v3VIW/deWRh0U2PxRCVGkSrFjJRoaispPND72ssn8TFf7HH76JVtb3pC+Clcp4LR2DlZ0P3M7njz9b7u3wNn94X3rjb74/vKcqQ2+VBCxCiCpJelasnPWsVIVgRVQ/MiQkhKhyJFixkmEgUZVID4sQolJTFexW6Ow4aWbliOoXrKgOK3y27DzEnF5XS7AiqgwJWIQQldbgRP2lHCiXO4tzTRrBeqVaBStDure15lA5Z7HtC5TboinBEqyIKkQCFiFEpTQ4Uc/SYUV3Ug7WK2iaxrQtxmoTrLyQllvkeLAJNGB54zCWrdlR/g0TwstkDosQotJRFZjbN/jSv4vugKMB/0oKRPXvjZI9pqoqyeetmxK6eqo9Tl2wS9QpRGUl72IhRKXTNUFHfKTqNFgBaxCTEKnSNUFXzi0rX92SEonK1lwGKwoQdV6jW1JieTZLCJ+QgEUIUenEhrvXdeJuucoqOsy9HevdLSeEP5OARQhR6aSdd29HEXfLVVYZ2UavlhPCn0nAIoSodHacNJNrch2MWDSN1CwLW1Kr9qTbLTsPkVvM0gkLcDpcYdP2A+XWJiF8RQIWIUSlEqKHlSNq2FYDWRz2by24nbw21293TPYGVVWZ0+tq22ogx6dqwTqHZU5YkOy4LKoECViEEJWGYwbbf39v5ITB/qP6uEHjts9zWHHAVEGt9D3HDLZLrwjjnzD7+TpnwhWejQ1mueRfEVWE5GERQlQKrtLtz/w5zy7T7ZZUc5XvWSmSbn/NDqY6ZLrdtP2A9KyIKkUCFiGE3ytubyCLBpuOVu25KgWK2xvIYrGwYdsfFdtAIXxIhoSEEH5NNjK0ko0MRXUnPSxepgsMrOgmiEvMeXkV3QTA8/eEN55HZX1fFg5WtMBQQkd/wY//ua6im1XuvB2s+MP7oar8fvrDtfQGf/g7VRLpYRFC+CXHnhXtji+ggQQr0rMiqisJWIQQfsfZMJAEKxKsiOpNAhYhhF+ROStWEqwIYU/msAghKoyqYLckecdJMytHVM9gRS20LPnUBSODI4IkWBGiEAlYhBAVYnCinrl9g4mPvNzRm2vSCNYr1S5YGdK9LcnnjUSds8C5HOvBszmYkWBFiAISsAghyt3gRD1Lh4UUOV6Qbn/aFmO1ClZeSMstclzDOmZfhXPgCVEqModFCFGuVAXm9g2+9G+lyP0a8K+kQNSid1U5qqqSfN66k7Lj01WwXovkbCOqKn+qhZDfAiFEueqaoCM+UnUarIA1iEmIVOmaoCvnlpW/bkmJRGVrRYKVAioQdV6jW1JieTZLCL8kAYsQolzFhrvXdeJuucosOizIq+WEqMokYBFClKu08+7NynC3XGV26oLRrXIZ2e6VE6Iqk4BFCFGudpw0k2tyHYxYNI3ULAtbUqv2pFtVVRkcYe05cXU1LMDpcIVN2w+UW7uE8FcSsAghyk2IHlaOqGFbDWTR7D+qC24nr83FUoU7WGxJ4Y5aly6DNTgpzIJ14u2csCAsFsd7hah+vB6wNGrUCEVRivw8+uijTstv3LjRafkDB+QbhRBViWMG239/b+SEwT4qOW7QuO3zHFYcMFVQK32vSAbb2GCejQ3mTJj9nJ0z4QrPxgazXHKwCAH4IA/L9u3bMZsvd+Xu27ePm266idtvv73Y8w4ePEhERITtdt26db3dNCFEBXGVbn/mz3l2mW63pJqrdM+K0Wh0mW7/y0KZbjOyjWzafkB6VoQoxOsBi2Og8fLLL9OkSRO6detW7Hn16tWjZs2a3m6OEKKCFbc3kEWDTUer9lyVAkajkc/v6e8y3b7FYmHDtj8qroFC+DmfzmHJy8tj8eLF3HvvvSguci4UaNeuHbGxsfTq1YsNGzaUWLfRaMRgMNj9CCH8i2xkaFUQrFy3N1P2BhKijHyamv/LL7/k3LlzjBkzxmWZ2NhYFi5cSPv27TEajfz3v/+lV69ebNy4kRtuuMHledOnT2fq1Kk+aLVnzHl5HtehCwz0QktEVVFZ3w/+GKxUxLX0xa7Lnv6d8Yf3lD+0oaqoLp87iqZpPhsx7tOnD4GBgaxevbpU5w0YMABFUVi1apXLMkajEaPxcm4Cg8FAfHw8Z0+ftpsLU1qevmjV5Y1TEn+4Dt5ogzdUhdeztHwRrPjDe6q0fBGsQNUIWIT3+MPvhidtMBgM1IqKIisrq9jPb5/1sBw9epT169ezfPnyUp/bsWNHFi9eXGyZoKAggoIk+6MQ/sYfe1Yqgq+CFSGqK58FLB988AH16tWjf//+pT53165dxMbG+qBVQlQdqoJHK2w8Pd9ZHTtOmlk5ovoFK6rDCp8tOw8xp9fVEqwI4UU+CVgsFgsffPABo0ePRq+3f4iJEydy4sQJPvroIwDmzJlDo0aNuOqqq2yTdJctW8ayZct80TQhqoTBiXrm9g0mPvLyvPljWRbGrs11K4eJp+e7qiPXpBGsV6pVsDKke1uSzxuJOmeBczkA5LZoSrAEK0J4lU8ClvXr15Oamsq9995b5L60tDRSU1Ntt/Py8hg/fjwnTpwgJCSEq666iq+//pqbb77ZF00TotIbnKhn6bCQIsfrRygsHRZSYuI1T88vro6CDLbTthirTbDyQlpukePBJmu6/eWNw1i2Zkf5N0yIKsink27Lk8FgIDIyUibd+gl/uA5VcdKtqkDK2DDqRyioTlIFWDSN4waNxnOznQ7veHq+t+ooC394TxWmqiob27WgTraGs6QNGvBPuEL3Xw96PQGcTLoVhfnD70alnnQrhPC+rgk6uyEYR6qikBCpsPuhULKMRaOFyCDFo/NLU0fXBF2VTgrXLSnROgzkggJEndfolpQoCeGE8AIJWISoRGLDi0/AWKB1tM6jx/H0fHC/rZVVdFiQbc5KieWEEB6TgEWISiTtvHtjLM/+kMvvp4p++7+qrsoLPYPLfH5p6nC3rZVVRrax5EKlKCeEKJ4ELEJUInsyzBhNGkF6570XBfNHpv2Y53T+yMqD8GD7wBLnn7g6vzR1bEmtusNBAFt2HrKuBnIxP9mCdcflTdtl53khvMGnewkJIbwnIgjWjgwl6NJKHIvDfPmC28lrc10GGxYNxq7NtStfmvO9VUdlp6oqc3pdbVsN5PhULVjnsMwJC5Idl4XwEglYhKgEIoLgu7tC6dBAxz8XLTz1XS4nDPYfk8cNmltLklccMHHb5zllPt9bdVRWjhlsl14Rxj9h9j1NZ8IVno0NZrnkXxHCa2RZswN/WEpbFZYc+sN1qCrLmh2DlZ4fXeS3DItfZrotSx3u8of3lKt0+46ZbjdtP+DTnhVZ1iwK84ffDVnWLEQ15ypYAevQjCfLhj0931t1VBbF7Q1ksVhk6bIQPiZDQkL4qeKCFVG+ZCNDISqe9LA4kK5W7/DGdfCHIZ2Kej29HaxUhWtZUa+FBCu+4Q/DGFVFVfl7WxLpYRHCz0jPiv+QYEUI/yEBixB+RIIV/yHBihD+RQIWIfyEBCv+Q4IVIfyPzGERogI4Lgfek2Fm7UgJVipK4WXJpy4YGRwRJMGKEH5GAhYhytngRD1z+wbb7XhckG5fgpXyN6R7W5LPG607LxdsZng2BzMSrAjhTyRgEaIcDU7Us3RYSJHjBen2X9pilGClHA3p3pYX0nKLHNewjpdXiayaQlQRModFiHKiKjC3b/ClfxfdNFADkjsGoTrf11B4maqqJJ+37qTseMkVLr0e2UZUVf5MCuEP5DdRiHLSNUFHfKTqNFgBaxCTEKnSNUFXzi2rnrolJRKVrRUJVgqoQNR5jW5JieXZLCGECxKwCFFOYsPd6zpxt5zwTHRYkFfLCSF8SwIWIcpJ2nn3ZkS4W0545tQFo1vlMrLdKyeE8C0JWIQoJ3syzBhNroMRi6aRmmVhS2r12EywIqmqyuAIa8+Jq1fEApwOV9i0/UC5tUsI4ZoELEKUg4ggWDsy1LYayKLZf0wW3E5em4tFOlh8ypYU7qh16TJYg5PCLFgn3s4JC8JikVVbQvgDCViE8DHHDLZPfZfLCYN9VHLcoHHb5zmsOGCqoFZWD0Uy2MYG82xsMGfC7OcNnQlXeDY2mOWSg0UIvyF5WITwIVfp9uduy7fLdLsl1Sw9Kz5WXLr9Lwtlus3INrJp+wHpWRHCz0jAIoSPFLc3kEWDTUdlrkp5KWlvIIvFwoZtf1RcA4UQJZIhISF8QDYy9B+ykaEQVYP0sDjQBQZ6dL45L69KtMFTnj4Hb9VRERyDlVpPbGbXS63KXF91vpaekmDFf3njPSl/b62qy++39LAI4UXOelaILnuwIspOghUhqhYJWITwEhkG8h8SrAhR9ciQkBBloCrYrfLZk2Fm7UgJViqC6rDCZ8vOQ8zpdbUEK0JUMV4PWKZMmcLUqVPtjkVHR5Oenu7ynE2bNjFu3Dh+//134uLiePrpp3n44Ye93TQhvGJwop65fYOJj7zcQWk0aQTpFQlWytmQ7m1JPm8k6pwFzuUAkNuiKcESrAhR5fikh+Wqq65i/fr1tts6nevdZ48cOcLNN9/MAw88wOLFi/npp5945JFHqFu3LkOHDvVF84Qos8GJepYOCylyvCCD7UtbjBKslJMh3dvyQlpukePBJmu6/eWNw1i2Zkf5N0wI4RM+CVj0ej0xMTFulX3rrbdISEhgzpw5AFx55ZXs2LGDWbNmScAi/IqqwNy+wZf+XXRHZQ1I7hjE3G35kgTOx1RVJfm8dVNCV3tb9zh1gamqKgnghKgifDLp9vDhw8TFxdG4cWNGjBjB33//7bLs1q1b6d27t92xPn36sGPHDvLz812eZzQaMRgMdj9C+FLXBB3xkarTYAWsQUxCpErXBNc9isI7uiUlEpWtuQxWFCDqvEa3pMTybJYQwoe8HrB06NCBjz76iG+//ZZ33nmH9PR0OnfuzD///OO0fHp6OtHR0XbHoqOjMZlMnD592uXjTJ8+ncjISNtPfHy8V5+HEI5iw119PJatnCi76LAgr5YTQvg/rwcs/fr1Y+jQobRu3Zobb7yRr7/+GoAPP/zQ5TmKwzdW7dLOtY7HC5s4cSJZWVm2n2PHjnmh9UK4lnbevXEed8uJssvINnq1nBDC//l8WXNoaCitW7fm8OHDTu+PiYkpsoIoMzMTvV5PnTp1XNYbFBREUJB8exLlZ0+G2bYayBmLpnHcYN3IUPjWlp2HrKuBXGxubcG64/Km7QfKtV1CCN/xeeI4o9HI/v37iY2NdXp/p06dWLdund2x7777jmuvvZaAgABfN08It0QEwdqRobbVQBbNvhel4Hby2lyZcOtjqqoyp9fVttVAjpfbgnUOy5ywIJlwK0QV4vWAZfz48WzatIkjR46wbds2brvtNgwGA6NHjwasQzmjRo2ylX/44Yc5evQo48aNY//+/bz//vu89957jB8/3ttNE6JMHDPYPvVdLicM9h+Txw0at32ew4oDLr7yC69wzGC79Iow/gmz7/E6E67wbGwwyyX/ihBViteHhI4fP84dd9zB6dOnqVu3Lh07duSXX36hYcOGAKSlpZGammor37hxY7755huefPJJFixYQFxcHPPmzZMlzcIvuEq3P3dbvl2m2y2pZulZ8TGn6fbX7GCqQ6bbTdsPSM+KEFWQomlalfgzazAYiIyM5Ozp00RERJS5Hn/YudMf2uCpqrB7qLf2BvL09agK19JTsjeQPXlPWcnfWyt/2fm6rAwGA7WiosjKyir281s2PxTCCdnI0H9IsCKEANn80Ov84ZuLP7ShMiscrGghtah1/wp2vdSqwtrjD98iK4pjsLLzgdv5/PFny1xfZb0OjvyhV8AfrqU/9Cz4w3XwBn94T5VEeliEKMSxZ0UbuQKiKy5Yqc6cBSt3exCsCCEqNwlYhLjE2TCQBCsVw9kwkAQrQlRvErAIgcxZ8ScyZ0UI4YzMYalE9AqMaRRGwxA9R3NMLErJxlTOa7xUBY+W83p6vi/asCfDzNqREqyUhQq0D6lBXb2OUyYzO3MuUporpzosSd6y8xBzel0twYoQoggJWCqJSS0iuSu4LlquHsxAIDx1tYnFuad46WBWubRhcKKeuX2DiY+83DF3LMvC2LW5biVM8/R8X7WhIN2+BCulc2NYGBPrRRNbKCN1Wn4+0zMzWJ+dXeL5Q7q3Jfm8kahzFjiXA2BNty/BihDCCRkSqgQmtYhkJDFouTq741qujpHEMKlFpM/bMDhRz9JhIdSPsM8qWj9CYemwEAYnFh/7enq+L9tQkG7/pS1GCVbcdGNYGHPi6hOtt7/m0Xo9c+Lqc2NYWLHnD+nelhfScqmTbd81VpBuf3njMAlWhBB2pIfFz+kVLvWsgHWHlMIUQOOu4LrMULJ8NjykKjC3b/ClfysO9ylYNI0FNwdz6J+LTodmVAUW3Fz2871RR3Hng/VDMrljEHO35UvG2hKowMR60dZ/u3gtno2O4WheqtPhIVVVeSrLuouyq/3Ye5y6wFRVlYy1QggbCVj83JhGYdZhIJcUtFw9YxqF8e6Rkrvhy6Jrgs5uCMWRqijEhivse6T4b9W+Ot9bbUiIVOiaoGPTUdltuTjtQ2rYDQM5UhWFuno9Kxtf4bqSi66jQgWIOq/RLSmRDdv+8KClQoiqRAIWP9cw5NKcFXfK+UhsuKvvwfYMuRaMTtoapIOI4JJHH12d74063D3f3edandXV60ouBGSbzeQ52fkjKEBPqBu9WNFhQaVtmhCiCpOAxc8dzTGBGwkIj+b4bpfgtPPujZEM/DTHae9Et4Y6No4JLfP53qjD3fPdfa7V2SmTez1Qj544wfaci0WO9+jQkgXnSh7qycg2lrptQoiqSybd+rm+tUr6kNVQgq1LnH2lfWzx36gtmkZqloUtqc4/yLakmjmWZcHiYp/Nks73Rh3eaIOwMmmay+sI1muZlp/PTifBCsCmnYc4HY7L5c8W4HS4wqbtBzxvrBCiypCAxY8tbR9Nywu1Lt3SLv0UpgEKeXozeh+NZDzZMZDZfayTVTUnH1QFt5PX5rqcrGrRYOzaXLvypTnfG3V4ow0C2gaHsDC+AaqiFPt+mJ6Z4TwgUVUaTe7BoptUFIoGLRasc1jmhAXJhFshhB0JWPzU0vbRtMy2Biu/hPzDx6SjBNt/+1cCLaBoBGQHsaF9PG5M0SiVJzsG8uqlYGXqJiNDP8/hhMH+A+q4QeO2z3NKzIGy4oCJ2zw43xt1eKMN1Vnb4BDeiW9AqKrjlwsX+L+0k2SY7K9ZhslE8skTzvOwqCpXPNeLGo3S2NZcz4vta3MmzD7SPhOu8GxsMMtlSbMQwoGiacX07VYiBoOByMhIzp4+TURERJnr8YedNx2DlXt3nwKcZ7od2zSC+/SxYFHIirhAj53HyPXCF1PHYGXKRut8gqqY6ba488tjB9Ly4On72jFYeeTEcXI1zf1Mt4WCFU1TyVwexKnV24tkut20/YDLnpWqssOwP5BreZns1uwdnlxHg8FAragosrKyiv38loDFQUW/+VwFK8V5qpl3gxZXwUp1JAGL62DFbS6CldKSD1nvkWt5mQQs3lEeAYsMCfmRsgQrALMPG3jPlAaqRqQh1KPhIQlWRGH+EqwIIYT0sHhZWaPtwsFK3WGdqP3s26WuI3vJHE6+/B5aGXtaCgcr2vXj0W6YAE6ywrrDG986/KF3ozp/eyocrNTocB31X38dNSTE7fPzTCYGLE0m3fKzBCuF+EPvhj/8bvmLqvA7XtnfU9LDUok49qyUJVgBCLsjmbhn7itTT4tjz4onwYqo/Bx7VjwNVu5qNFGCFSGERyRgqWBlHQZyJeyO5FIPDzkdBpJgpdpyNgzkabDydJehPmyxEKI6kEy35cTZCp9Pr/FusFJg9mEDNIP79LG2oKXHzmOYtKJteLyDzFmprNxeoVOK868u5ZyVPJOJJfs2c8yQQXxENEOv7MzQFeMlWBFCeJ3MYfEyZ+OAk1pEXtpx+XJ8qOgtaCZr14djsOKtWeuFVw/lhxkJzNehGS+3QQ02EdveQER8bpFgxR9mzvvDOLu/jm/fGBbGxHrRdpsQpuXnMz0zw3kOFDfO/8dkIlRVCHYSrDh7LWb9tJzFf72Ops+yHdMsAShqvtNgxV+vZXmr7PMNqpqq8L6s7O8pmcPiJya1iGQkMWi59untC4KVzIjzXutZcWRbPXQpuZxmtG+DJVfHiZ9qseZnvfSsVCI3hoUxJ64+0Xr7DtJovZ45cfW5Maz4HatdnV9bpyNY1XEwN7fEnpVZPy3no5QXseiy7I5bgxW4MuRm6VkRQniVBCw+pFfgruC6l245mxOiEZ0X4rO0+gBz/zSgBFgoSONvz3q7cWZtn7ZBeI8KTKwXbf23wzyjgtsT60W7/MUu7nzlUrr9SJ3O6S7LBfJMJhb/9fqlc5yXOZj9I3kmyRwshPAemcPiQ2MahdkNAxWloOXqGdMojHeP+GbzwjGNwtDyitu80PdtEN7TPqSG3TCOI1VRiA0I4K36DThtLrqRY5ROV+z5iqIQExBA+5AaTndaBliybzOaPstpCG6tAzT9OZbs28zotj2LfT5CCOEuCVh8qGGIHtzY/LdhiO9eBn9og/Ceuvrid84ucH0Jw0KePM4xQ4ZbdbhbTggh3CGfUj50NMcEbsxjOprju65zf2iD8J5TJjeiT+DTs2c5lp9f5Hh8QAAjatVycob7jxMfEe1WG9wtJ4QQ7pCAxYcWpWTz1NWmSxNunc9hUYLNLDrku6EYf2iD8J7fci6Sa7EQrDqfpWLRNDJMJl7MzHC6xFkFuoWFEa3XF5nDUvj8nS6GgwCGXtmZ2fusq4Gc0TRQzTW5o9UN7jwlIYRwi0y69SGTBotzC1YAOU5itN5enHsKkw8XlpfcBoWU3Pyidwm/EwDMiqtPsKqiaRoWh4mxBbenuwhWACyX7i9cvjTn55lMDF0x3rYayHFubsHtu5o8RqBevg8JIbxHAhYfe+lgFh+TjhJs38WuBJv5mHReOpjl4kzft4EAC2Y0GhLCK3Fx0t3mxwKAV+Pq0ys8HKPFwpv/nCbDYRVOhslE8skTJeZhWZ+dTfLJE6U+3zGD7ZUht6CaI+3KqOaajGo0mfFdhpT+SQohRDG8njhu+vTpLF++nAMHDhASEkLnzp2ZMWMGLVq0cHnOxo0b6dGjR5Hj+/fvJzEx0a3H9efEcWBd4vxb8xaAwiek8fKhLJc9K75K2uYs227nGqHMi6tPoKry7XkD/3fyJCYftqE0/CG5lT8klXIMVh49cZyfL170SaZbV+fnXLzoNN2+Y6bbO1rd4LJnxR+upT+o7Em+qpqq8L6s7O8pdxPHef1L9aZNm3j00UdJSkrCZDIxadIkevfuzR9//EFoaGix5x48eNCusXXr1i2mdOViKkiDosHytAs+HQYqrg2OS5c3X7jAEydPMC+uPn3CIyAO/u/kyfJvnHDKVbAC1uEdV0uP3eH2+arqcm+gQL1eli4LIcqF1wOWtWvX2t3+4IMPqFevHjt37uSGG4qfhFevXj1q1qzp7SaJEjgLWrT8fJRi8nUI3ysuWCk3qsoVz/WSvYGEEBXO59MWsrKsczRq165dYtl27dqRm5tLy5YtmTx5stNhogJGoxGj8XI6eYPB4HljqzHHoOX1Zs1sw0MVpSp01ZZV4WBFCQykyevz2NK5c5nrK9O1vBSs1GiUhqapZC4PYuLqO5hYxjb4wzCjP/CH5+EPbagq/GE4xhsqwzChTyfdaprGuHHjuP7662nVqpXLcrGxsSxcuJBly5axfPlyWrRoQa9evdi8ebPLc6ZPn05kZKTtJz4+3hdPoVopCFryLBb6hEfIRNwK4tizUv/1eYR6EKyUiZNg5dTq7eXbBiGEKMSnuzU/+uijfP311/z44480aNCgVOcOGDAARVFYtWqV0/ud9bDEx8f77aRbgD8SW4CmcFvan/xhcN13UdHfRG8IdT4RV/ies2GgLefOeVxvqd4TPgpWKvp9LYQv+EMPS2XoHSlOhe/W/Pjjj7Nq1So2bNhQ6mAFoGPHjhw+fNjl/UFBQURERNj9CO+QnpaK4U9zVqRnRQjhb7z+OaRpGo8//jgrVqxg48aNNG7cuEz17Nq1i9jYWC+3ruLoL60QAhgSG8qh866XNfsDV6uHLHi2lNYfeLoc2Bdt+C3nIrPKO1hRVWp2aUlA3VDyT13g3NYDXDG5hwQrQgi/5PWA5dFHH+WTTz5h5cqVhIeHk56eDkBkZCQhISEATJw4kRMnTvDRRx8BMGfOHBo1asRVV11FXl4eixcvZtmyZSxbtszbzasQk1pEcldwXbRcayr0O4ll5NV1WZx7qlwSx5WVY9BSL0FPrD6AmEKrh9Ly85memVFisjJ/cWNYGBPrRdvtWFzez8FZGwrS7ZdXsBI14Frq3aJHDcoGLgBQf0xrFJ0EK0II/+T1IaE333yTrKwsunfvTmxsrO3ns88+s5VJS0sjNTXVdjsvL4/x48dz9dVX07VrV3788Ue+/vprhgyp/NkyJ7WIZCQxl/byuUzL1TGSGCa1iHRxpn8oCFryLRbahdQg2iEpWLRez5y4+tzo4e7A5eHGsDDmxNWv0Ofgqg0F6fbfO/NPuQQr0UNyUQLtAzRFZ023n72vrgQrQgi/49NJt+XJHzPd6hXYe3XTEjcebP3bn3bDQ/42OVEFNjdpSi2dDqWYDfNu+vsvvx0eUoF1VzQpcdM/Xz6HsrbBq5P6VJWWb16HEpiNkyZY9wfKC+ePf20Di3evhL+9r4XwBpl067kKn3QrrGnwtVw9zoMVAAUtV8+YRv7dO9E+pAa19XqnwQqAqijEBgTQPqRGObfMfe1DahAbEOA0UIDyeQ7+0IaaXVqiBjkPVgAUBdSg89Ts0tJnbRBCiLKQgMWHGoa4N0XI3XIVpa5eV3KhUpSrCP7wHPyhDQF1i98eo7TlhBCivEjA4kNHc9zLXuJuuYpyymQuuVApylUEf3gO/tCG/FMXvFpOCCHKiwQsPrTrnBGU4qYIaSjB1l2T/dnOnIuk5edjcTHdSdM00vLz2enBRny+9ntuDsZi5mRomsYZk8mnz+G3nIvkFtMGSzlcx3NbD6CZXe8RpWlgMYZz7qc/fNYGIYQoCwlYfKRdzQD+27AhaAUJWBw/7K23F+ee8ut8LGDd1Xd6Zob13w5Bi6ZpKIpCuinfb99MwYrC/PoNCLq0EsfVc4jQ6ejuo5VCAcCsuPq21UCObSi4PT0zw3cTl1WVKyb3sK0Gcow/C25nfpXv9Qm3QgjhKX/9jKnU2tUM4ONGDSFHDyEmvgs8hRJs382vBJv5mHS/zsNS2PrsbJJPniDDZD98ddZsti159seMuMGKwhv1G9AxNJQLFjNzTp0q8hzSTSZ2XryIXlF4La4+Pb0ctDhmsH3zn9NF2pBhMpF88oTvcsE4ZLDN3heNlmf/PLW8cDKWB3N69Q7ftEEIITwgy5q97Np6oXbBysiUo+w6l49esa4aahii52iOdRjIVc+KPy//dJYl9no/3XvIMVh54NhxdufmOH0OCvBybBz9IyLI1zSePHmCH7wQPLhKt1+abLuevh/yTCaumnlr0Qy2jpluf/rDpz0r/vy+FqKsZFmz59xd1iwBixflH97N3yPvLBKslFZl/MPubxsmugpWiqPDu0GLt/YG8uT9kGcyMWBpMumWnys8g21lfF8LURIJWDwneVjKWf7h3RwbM8rjYKWy8qcNE8sSrACYgWfSTvK1wUCAh8ND/rCRoT8FK0II4SnpYXFQlkjXcc6Kp8FKZf4mWtE9LYWDFaVGDeLffouQtm1LVYdmMpH2739zfs3aMvW0+EOw4u1dl6vKt8iq0ktTmf9GCO/zh98NT9ogPSzlxNvBSmVXkT0tjj0rZQlWABS9nthp0wjv17fUPS1VMVgRQgh/IAGLGxrQgH3sw4QJM2ZMmNjHPnpHJEiw4kRFBC3OhoHKEqwUKAhaSjM8JMGKEEL4jr+tQvU7m9nM9VyPgoKGZvv/VVzFN9n7OHnqabLrri85WFEgtEUo+kg9piwTFw5eKJqapQRmi5lfT+3idM5pokKiuKZuO3RqKdK4e6EN7tZRELTMi6tPn/AIiIP/O3kSiwJdmtcmukYAGRfz+enQGSylbIPqUMfOw2eZH+f+nBV3r6Oi1/NM2kkA+kdE8FpcfdvwkGMb/nfoDLNiSxGseOO1cFzls/UAV0zuIcGKEKJKkjksDgqP4xUEKwCKkw0MtUsLUX8NXMu1ef1d1hnRPoKYkTEE1r5cd96ZPNI/Tsew01CkvLOxwPXHvmfmzlfIuJhpOxZdox5Pt/8/bozv5fI5lLUN3ngeYD+n5TfVSFxIIFEXLl/L06Eas8xnWbUn0+n5jga2qcd4XS27OvJUjUCLUiRY8fQ6gvVaOq4e+iQwm/6BYXZtMOo0gsyKW8GKN16LqAHXUu8WPWrQ5bk1mjngUlI47wcrlX2M3Ftt8Bcyh0UU5g+/GzKHpQI1oEGxwYr1uAooXJPXjwY0cFomon0E8Y/FE1DLPh16QM0A4h+LJ6J9ycHV+mPfM37L03YfsgCZF08xfsvTrD/2fbHne6MNZa2joKclH42rLUHUuWB/LWtfUJieW5uBbeqV2IaBbeoxPbd2kToCLQoa8GFwdrE9K2W9jo6rh0blhxdpQ5DZ2ob/Bl0oMVjx9LWIGnAt0UNyUQLtJwIXZLDN3ldXelaEEFWOBCwurGUtyqX/ilNQZg1rnN1JzMgY6z8V+3oUVQENYu6MobiHMFvMzNz5CpqT8YKCYzN3zsJscbFhnhfa4GkdP168wMUg64iHYxEV6/GndLVQi2mDqsB4Xa2C5jh1e0CEyzo8vY5m4N/pJzHqNJRi2nBrYJjr5+GN10JVqXeL/lIdzouENr8IqvxqCyGqFpnD4kIiibY5KyXR0EgISSBmcIzd8YBaAXbd/o4UVSGwTiDxj8STf/by/JeZO1+x/TvjYkaRHgHHx864mMHTP00gukY0cOlDz8M2eON5FGivBRH5q+vrqAJ1Lyi82aUpmYrzgKGepiPqlOs6lEt19BvRkJ2KEfD8OoL9tWyvBRFUzPNw1obCvPFaBMVF2Q0DFalDASXoPDW7tOTcln0uywkhRGUjAYsL7vSuFC4LENU7qkyPFZkUaXf744NLSl3H+mM/2P5dlnY4tqEsXNXR4HcL/Fpyyveup/R4+pZs0CCUo1eFA55fR7C/lu4+j8JtKAtvvBYBdUM9rkMIIfyJBCwuaJf+c7eHRdEUMlfbf4MPqBNArc61Sjz/7M9nyf/n8jfqfz/zjO3fJy+k8U2Kk+EmBzc36kdcaCwA015+2eM2FOZpHam6YKBGieevr5dHmua8hyVW0XFjZsmTwlKPZpP5dy7g+XUE+2vp7vMo3IbCvPFaBMfXI6JtiVWQf+pCyYWEEKISkVVCDgpmSu9jH1dxldvn7WMfrWltf1CB5rObE1AzwDpHwYFm0cg/m8+h8YfslrQWnm1ttpjpt6o/mRdPOZ1/oaBQr0Y91gz8yrY01262dxnb4I3nUUBVYGO7FtS+oDidNGUB/gnV6LHroMslzmWpw9PrCPbX0uPn4Y3XQqen5ZvXoQQYnM5h0TTrrst//GubVzcyrOyrELzVBn8hq4REYf7wuyGrhCpQX/raelmKU1CmH/2c3Un6x+mgWD+M7O6yaKBA+ifpxebf0Kk6nm7/f0DR1UoFt59uP951PhYvtMHTOiwazDKfRYEiOxJbsM79mG0+W2w+Fk/r8Pg6euN5ePpaKCp1+j6BMXOg9RyHcgW3M7/K9+muy0IIUREkYHHhOMfZwhYAl0FLwfEf1W0c57jTMoadBo7NP0a+Q1K5/LP5HJt/zK28GzfG92JW15nUq1HX7ni9GvWY1XWm0/wh3m6Dp3Ws2pPJxOAznAm1v5b/hGpMDD7jVh4WT+vw9Dp6ow1lvo6KSp2bkwlr1ZP8rCv5Z0MTtDz7zLtaXjgZy4M5vXpHic9DCCEqGxkScuDYLeYq023B/7fXP8OQgavJWDIR07l01xWXIrOpq641dzO0uuzaK8dMt644Zoj1RqZbV3V4eh3B9bX0+HmU5joWClY0i5nTK2dw8dDPRTPd/vSHz3pWKnuXs7fa4C9kSEgU5g+/G+UxJCQBiwNnL1oDGrCGNVzJlbZAZT/76R80gvy7HiUwKgGT4VTJQYub5I+Rd/jDL7HHXAUr5cwfrqU/tMFfyN8IUZg//G7IHBY/cZzjtKY1evTo0KFHT2tak2r8nYxP/03e6VT0EXWJvmM6+poxJVcohDv8JFgRQgh/ID0sXnDqvJGRH+zgz1MXiI0I4pP7kmhYu+Tlr0K4YrZoPL18Hyv2pKFTFeYNu5p+V0WXfKIQQlQy0sNSjuqGB/HxPdfStG4oaQYjd763naNnitmpV4hiSLAihBBFScDiJRK0CG+QYEUIIZyTgMWLJGgRnpBgRQghXJM5LD7gbE5Lg5ohbD96lszzRuqFB5HUsBa64rYndsJs0Tyqw9PzpQ2+a8M18TWZ+OXvEqwIIaqdCl/W/MYbb/DKK6+QlpbGVVddxZw5c+jatavL8ps2bWLcuHH8/vvvxMXF8fTTT/Pwww+7/Xj+FLCAfdBSM0RPgE7lVPblZV8xEUE8d3Mifd38UFr7ewb/+eYA6YbLuwCXpg5Pz5c2+LYNwQEqufkWCVaEENVOhU66/eyzz0hOTmbSpEns2rWLrl270q9fP1JTU52WP3LkCDfffDNdu3Zl165d/Pvf/+aJJ55g2bJlvmheuSgYHoqJCOJcjskuWAHIMBh59NM9rP09o8S61v6ewaOf7rH7gCtNHZ6eL23wfRty860J3+7tlCDBihBCOOGTHpYOHTpwzTXX8Oabb9qOXXnllQwaNIjp06cXKT9hwgRWrVrF/v37bccefvhh9uzZw9atW916TH/rYQFrt3+XWZvIPO88oY4CREcEsf6JLi6HE8wWjRvn/VTkA87dOjw9X9pQfm0AiI0MYvO4G0o9RCWEEJVVhQ0J5eXlUaNGDb744gsGDx5sOz527Fh2797Npk2bipxzww030K5dO+bOnWs7tmLFCoYNG8bFixcJCAgoco7RaMRovPyH32AwEB8f71cByy9HznDn+7KviyidT+69lo6Na1d0M4QQolxU2JDQ6dOnMZvNREfbd2tHR0eTnu48bX16errT8iaTidOnTzs9Z/r06URGRtp+4uPjvfMEvCjzvOtv0kK4Iu8bIYQoSu+rihXFvktb07Qix0oq7+x4gYkTJzJu3Djb7YIeFn9SLzzIrXLv3tWOpIa1nN63/ehZ7l+8q8x1eHq+tKH82+Du+0YIIaoTrwcsUVFR6HS6Ir0pmZmZRXpRCsTExDgtr9frqVOnjtNzgoKCCAry7z/sSQ1rERMRRIbB6HQjXgWIiQyiW7Mol3MWujWL8qgOT8+XNpR/G1wFTEIIUZ15fUgoMDCQ9u3bs27dOrvj69ato3Pnzk7P6dSpU5Hy3333Hddee63T+SuVhU5VeO7mRMD6YVRYwe1n+yUWO8HS0zqkDVWrDUIIUV35ZFnzuHHjePfdd3n//ffZv38/Tz75JKmpqba8KhMnTmTUqFG28g8//DBHjx5l3Lhx7N+/n/fff5/33nuP8ePH+6J55arvVdEsGNGG6Aj73qCYyCAWjGjjVt4OT+uQNlStNgghRHXk08RxM2fOJC0tjVatWvHaa69xww03ADBmzBhSUlLYuHGjrfymTZt48sknbYnjJkyYUKkTxznyx+yq0obK3QYhhKgKKjzTbXnz94BFCCGEEEW5G7D4bJVQeSuIuwznz1dwS4QQQgjhroLP7ZL6T6pMwHL+0hNu2LhxBbdECCGEEKV1/vx5IiMjXd5fZYaELBYLJ0+eJDw83GnuloI8LceOHZMhIw/JtfQOuY7eI9fSe+RaeodcR/dpmsb58+eJi4tDVV2vBaoyPSyqqtKgQYMSy0VERMibx0vkWnqHXEfvkWvpPXItvUOuo3uK61kp4JNlzUIIIYQQ3iQBixBCCCH8XrUJWIKCgnj++ef9Pp1/ZSDX0jvkOnqPXEvvkWvpHXIdva/KTLoVQgghRNVVbXpYhBBCCFF5ScAihBBCCL8nAYsQQggh/J4ELEIIIYTwe9UiYHnjjTdo3LgxwcHBtG/fni1btlR0kyqdKVOmoCiK3U9MTExFN6tS2Lx5MwMGDCAuLg5FUfjyyy/t7tc0jSlTphAXF0dISAjdu3fn999/r5jG+rmSruWYMWOKvE87duxYMY31Y9OnTycpKYnw8HDq1avHoEGDOHjwoF0ZeV+WzJ3rKO9J76nyActnn31GcnIykyZNYteuXXTt2pV+/fqRmppa0U2rdK666irS0tJsP3v37q3oJlUKFy5coE2bNsyfP9/p/TNnzuTVV19l/vz5bN++nZiYGG666Sbb/ljispKuJUDfvn3t3qfffPNNObawcti0aROPPvoov/zyC+vWrcNkMtG7d28uXLhgKyPvy5K5cx1B3pNeo1Vx1113nfbwww/bHUtMTNSeeeaZCmpR5fT8889rbdq0qehmVHqAtmLFCttti8WixcTEaC+//LLtWG5urhYZGam99dZbFdDCysPxWmqapo0ePVq79dZbK6Q9lVlmZqYGaJs2bdI0Td6XZeV4HTVN3pPeVKV7WPLy8ti5cye9e/e2O967d29+/vnnCmpV5XX48GHi4uJo3LgxI0aM4O+//67oJlV6R44cIT093e49GhQURLdu3eQ9WkYbN26kXr16NG/enAceeIDMzMyKbpLfy8rKAqB27dqAvC/LyvE6FpD3pHdU6YDl9OnTmM1moqOj7Y5HR0eTnp5eQa2qnDp06MBHH33Et99+yzvvvEN6ejqdO3fmn3/+qeimVWoF70N5j3pHv379+Pjjj/nhhx+YPXs227dvp2fPnhiNxopumt/SNI1x48Zx/fXX06pVK0Del2Xh7DqCvCe9qcrs1lwcRVHsbmuaVuSYKF6/fv1s/27dujWdOnWiSZMmfPjhh4wbN64CW1Y1yHvUO4YPH277d6tWrbj22mtp2LAhX3/9NUOGDKnAlvmvxx57jN9++40ff/yxyH3yvnSfq+so70nvqdI9LFFRUeh0uiLfCDIzM4t8cxClExoaSuvWrTl8+HBFN6VSK1hpJe9R34iNjaVhw4byPnXh8ccfZ9WqVWzYsIEGDRrYjsv7snRcXUdn5D1ZdlU6YAkMDKR9+/asW7fO7vi6devo3LlzBbWqajAajezfv5/Y2NiKbkql1rhxY2JiYuzeo3l5eWzatEneo17wzz//cOzYMXmfOtA0jccee4zly5fzww8/0LhxY7v75X3pnpKuozPyniy7Kj8kNG7cOO6++26uvfZaOnXqxMKFC0lNTeXhhx+u6KZVKuPHj2fAgAEkJCSQmZnJiy++iMFgYPTo0RXdNL+XnZ3Nn3/+abt95MgRdu/eTe3atUlISCA5OZlp06bRrFkzmjVrxrRp06hRowZ33nlnBbbaPxV3LWvXrs2UKVMYOnQosbGxpKSk8O9//5uoqCgGDx5cga32P48++iiffPIJK1euJDw83NaTEhkZSUhICIqiyPvSDSVdx+zsbHlPelMFrlAqNwsWLNAaNmyoBQYGatdcc43dkjPhnuHDh2uxsbFaQECAFhcXpw0ZMkT7/fffK7pZlcKGDRs0oMjP6NGjNU2zLiF9/vnntZiYGC0oKEi74YYbtL1791Zso/1Ucdfy4sWLWu/evbW6detqAQEBWkJCgjZ69GgtNTW1opvtd5xdQ0D74IMPbGXkfVmykq6jvCe9S9E0TSvPAEkIIYQQorSq9BwWIYQQQlQNErAIIYQQwu9JwCKEEEIIvycBixBCCCH8ngQsQgghhPB7ErAIIYQQwu9JwCKEEEIIvycBixBCCCH8ngQsQgghhPB7ErAIIYQQwu9JwCKEEEIIvycBixBCCCH83v8D2viwYiF3ZhIAAAAASUVORK5CYII=", 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