diff --git a/.ipynb_checkpoints/Notebook_final-checkpoint.ipynb b/.ipynb_checkpoints/Notebook_final-checkpoint.ipynb index c9d0e58e4b49e0bac1fdd3384f18c63c21032a82..a55294aa76ef171b65ed6c5585fc99e16eda4bce 100644 --- a/.ipynb_checkpoints/Notebook_final-checkpoint.ipynb +++ b/.ipynb_checkpoints/Notebook_final-checkpoint.ipynb @@ -70,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 288, "id": "08fb3b94", "metadata": {}, "outputs": [], @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 289, "id": "30d3cb31", "metadata": {}, "outputs": [], @@ -128,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 290, "id": "6f3f138a", "metadata": {}, "outputs": [], @@ -155,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 291, "id": "55614aa7", "metadata": {}, "outputs": [], @@ -187,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 292, "id": "2aa90a1b", "metadata": {}, "outputs": [], @@ -214,7 +214,7 @@ "source": [ "Pendant chaque intervalle de temps on peut choisir d'activer la pompe à chaleur en décidant de la puissance qu'on lui fournit jusqu'à une valeur \n", "maximale. La pompe préleve alors de la chaleur extérieure et la transférer à l'intérieur du bâtiment (ou\n", - "l'inverse si on décide de fonctionne en mode reverse). La quantité de chaleur\n", + "l'inverse si on décide de fonctionner en mode reverse). La quantité de chaleur\n", "transférée est proportionnelle à la puissance électrique consommée et du coefficient de\n", "performance (COP) mais est inversément proportionnelle à la capacité calorifique du bâtiment et à son volume.\n", "On permet le mode normal et le mode reverse simultané. Cela ne posera pas de problème étant donné que la minimisation du coût fournira naturellement une solution dans laquelle maximum un des deux modes est utilisé. En effet, une utilisation simultanée des deux modes est contre-productive car la pompe consommerait alors de l'énergie pour fournir deux variations de température opposées." @@ -222,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 293, "id": "fa2e9678", "metadata": {}, "outputs": [], @@ -249,7 +249,7 @@ "id": "6d63023d", "metadata": {}, "source": [ - "Dans un premier temps, on impose que la température du batiment est comprise dans la plage de confort à tout instant, et on cherche alors à minimiser le coût total de l'électricité consommée par la pompe à chaleur. On peut modéliser le problème de minimisation du coût comme suit :\n", + "Dans un premier temps, on impose que la température du bâtiment est comprise dans la plage de confort à tout instant, et on cherche alors à minimiser le coût total de l'électricité consommée par la pompe à chaleur. On peut modéliser le problème de minimisation du coût comme suit :\n", "\n", "On peut modéliser le problème de minimisation du coût comme suit : \n", "$$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) \\quad \\text{tel que}\\\\ $$\n", @@ -294,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 294, "id": "922de5b4", "metadata": {}, "outputs": [ @@ -304,7 +304,7 @@ "8.182333695034458" ] }, - "execution_count": 76, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" } @@ -314,7 +314,7 @@ "contraintes = [T_i[0] == T_initial, T_i[n] == T_final, T_min <= T_i, T_i <= T_max, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", " deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx)]\n", "probleme = cp.Problem(objectif, contraintes)\n", - "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)" + "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})" ] }, { @@ -327,13 +327,13 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 295, "id": "86342dc9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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G0JVXXkkjRoyQr8EVu91Ol1xyiXyeyy+/nC6//HIyGo0EgCZOnOgxy+drRh61hFNIM+H33XcfETlDUmbPnk3p6ekEgK644gq3vAV12evkyZNy3ojWrVvTtGnTaNiwYXIujCeffNKjDVL7pk2bRjExMTR06FAaP368nAvjqquu8su+Eg8//LA8+yw9Yy1btpRzdNScCZau5frrryeNRkNdunSh6dOn0wUXXEAASKPR0KZNm+TtX3rpJTnco23btm72+fDDD2u1u+R5dNlll1GbNm0oKyuLJkyYQP369ZNnb3fu3En/+Mc/SKfT0eDBg2n8+PHy7+4tX06/fv1Iq9VS7969adKkSTRu3DjKzMyU80gEEoYR6PNfG7fddhsBoHfeecdj3fvvv08AqFevXn4fz5UbbrhBfo9dcsklNHnyZDkE4sILL6Tq6mq37WvztPFmjyVLlsjvyosuusjtN96zZ0+d7avvc9C6dWu69NJLSa/X0/jx42nSpEnyczB8+HDZ06qhz6lkj0WLFpFKpaILL7yQJkyYINtw1qxZclhJmzZtaNKkSXTeeecRAEpKSvJ4hurzXQulB9GBAwdIpVLVGmI2Y8aMeh/fHw+ikpISio+P9xpi9sEHH5AgCDRgwAC/z1lSUkIqlYoA0OHDh/3a5/jx43I/oWYbfFFVVSV/c5cvX+7XPqIoyp5KI0aMcFv3119/ye8iIqKNGzfSkiVL6KabbqLHHnvM67W88cYbcl/KG2+++SYBoOTkZLfl0rPcqVMnWrp0KV1//fV022230XvvvUcWi8XrsSTPGF8eVs8995z8rPjDV199RRqNhpKSkqisrMxjvcPhoP79+1NKSoocguaPB9Htt99OAGjz5s1ERH57EK1cuZJuvPFG+sc//kH/+c9/qKCgwOc5pHb4CjGLj4+nwsJCr/tefPHFBIAOHTrk8/gMwwQXFogYphEYOHAgAaDXX3+9XvtLnRNpkFIzwSMR0eHDh+l///ufx/Lff/+dEhISKC4uzmNAJ320VSqVm8uy1Wqlq666ShYMXJE6D/DiErxo0SICPBNXbtu2jRQKBWVnZ7sJH6Io0gMPPEAAaPLkyR7X26dPHzKZTG7Hqq6u9jss5MiRI6TVakmr1boNFqqqqmjkyJHydbius9vtcsLRp59+2i2nwe+//07JyckUExPjdwiBr4HUtm3bvOaRefnllwkADR061K/jEzk7bHFxcR6DVFEUPeL6H3/8cQKciUJdryEvL486duxIAOj555932ycYApFEfZPfSgOLmTNnuoUVbd26lQwGAymVSg9RTfp9O3fu7Ha+w4cPU2JiIgHwO5fPzz//TAqFgoxGo1vohtlspilTphAAmjJlitdrkQQY13vphRdeIACUlZXldo/XN0m1tB/gTPjpekypHV26dKEWLVq45QfZtWsXaTQaj5wlRESffvopFRcXuy0zm82yiHL//fe7rfMlEAX6/NeFJHp5GwDec889BICuvfZav48nIYlLLVq0cMsnVFZWJr/Daw72AhWIiBoWYtaQ56Bly5Zug6yCggK3d52/11XbNUj7GY1G+u677+Tlp0+fpvT0dBIEgTp37kyLFy+WhWhRFGnWrFkEgJYuXep2vPp813y9r1yfR3//1Xx/ERE99dRTJAiCR5JqlUpFV111lUd7AsEfgYiI6L333iONRuOWpFpKtDx27NiAQtwkAea8887zuc0PP/xAs2fPpquvvpqGDRsmT5bUJvQUFxfLwuIll1xCycnJBIAuv/xyD6HVlTvuuINmz55NEydOpLZt28rCTM3n/e233yYANH78eLr88ss9fju1Wk1PPfWU2z5SKFV6errXc69YsULe3/V3dO2D1fzXunVr+vHHHz2ONXHiRK/PlsT69esJcOYn8sbLL79Ms2fPpmnTpsmTCnFxcbRx40av2z/zzDMEgNauXSsvq0sg+uOPP0ilUtE111wjL/NXIKr5z2Aw0H//+1+v++zevVuesOratStNnTqVRowYIU+c1BYOKSVKf+WVV3xuwzBMcGGBiGEaAWmm3NeH3VslCNcOh2vn5Jdffgn4/NKg6aOPPnJbLnUevM14nj17lmJiYkihUNDJkyfl5VLnYeDAgV738TZ4lTpvX3zxhcc+oihSr169SKFQyDNIP/30EwGgW265JeBrdUXKT3D99dd7rNu7d69crcN1IPHhhx8SALryyiu9HvOpp54iwP+Y+PoMBi+66CISBMHvBLB6vZ569Ojh17ZSVZivv/7aY91HH31EAKhjx45uy8MtEB06dEjuHHsTRxcvXux1UCU9M1999ZXHPlKSUH9/F2kA662iypkzZ0iv1/t8VrKzs70mK5aEjjfffFNe1lCBKD4+3sNGZWVl8r3+8ssvexxPGsj463FRXV1NKpWKzj//fLflvgSRQJ//utDr9aRWq72uu+mmmwgA/fOf//TrWK4MGjSIAHj1StmxYwcJgkBGo9HNY6AxBaKGPgcvvviixz6Sh06HDh3cljdUIKop9Li2r23bth7Pw/bt273aqjZ8fdd8va8+/PBDn5WXfP1z9dxz5a233iKDweA2QG7Tpo3XeycQ/BWIiJyJpyXPLOlfeno6PfbYY7Xm3nLl999/l/P7fPbZZz63k3LBSP8UCgU9+OCDZDabfe5z4sQJDxFh8uTJdYpXkigk/evWrZtXj1rJc1alUpFKpaKVK1dSXl4enTp1ih555BHZK8r1usrKyuTrrZlc2+FwyF68ANy8GvPy8mjevHm0efNmOnPmDJWVldG2bdtkb9yEhASPZ0WahPJVdUyqLDdq1Civ66+99lo3OyQmJtL777/vddsTJ06Q0WikIUOGuC2vTSCy2+10wQUXUHJyslsS6LoEooULF9K6devo2LFjVF1dTTt37qTFixfLXoy+npkjR47IyapdRbxbbrmlVu+jl156iQDQrbfe6nMbhmGCC+cgYphGgIgAwGcM9tq1az3+HTlyxGO7zMxMXHDBBT7P43A4sGnTJixbtgw33XQT5syZgzlz5uDbb78FABw4cMDrftOnT/dYlpycjJEjR0IURa95hUaNGuV1n+TkZJw+fVpeJooivv76axiNRgwfPtxjH0EQcNFFF0EURfz2228AgE6dOiEmJgZr1qzBSy+9hKKiIp/XXBvff/89AGDq1Kke6zp27IhevXp5LJfyWkyYMMHrMaW4/l9++aVebXKlsrISb731Fu68805cf/318u91+vRpEBEOHTrk13F69+6N7du345///Get+xw/fhzHjx9HRkYGhg0b5rF+/PjxSEhIwL59+wLOCxNKpN/xkksuQUJCgsf6mTNnAnDmzKmJWq12ywEj0aFDBwBwu1drQzr2VVdd5bEuLS0No0aN8vmsXHHFFW65MySuvPJKAOeuLxhccMEFHjaKi4tDcnIyAGDkyJEe+7Rt2xaAd1ucOnUK//73v7Fo0SLMnTsXc+bMwbx586DRaHy+T1ypz/NfG5WVlTCZTEhMTPS6XnrXBorNZsOPP/4IQRAwY8YMj/XnnXceunfvjoqKCmzfvr1e52goDXkOAO/v+TFjxiAxMRH79+8P6jPv7T5r06YNAGeel5rPQ233YH2/azWZMGECXnnllYD+1fwOEBFuvfVWXHnllXK+uMrKSvz000/IysrCtddei9tuu82v9jSEJ554AiNHjsSgQYOwY8cOVFZWYseOHbjwwgtx++23Y9q0aXUeIz8/H5MmTYLZbMaiRYswduxYn9teffXVICJYLBbs27cPd911Fx588EEMHjwYJSUlXvdp2bIliAiiKOL48eNYvXo1vv/+e3Tv3l3OBeSNgwcPgohQWFiIjRs3QqvVonfv3li7dq3bdlK+PLvdjttvvx233347MjMzkZWVhTvvvFPOz/jQQw/J+8TFxWH+/PkAgNmzZ2P9+vUoLy/Hvn37MHXqVOzbtw8KhXNoJP0XcPa9XnjhBQwePBhpaWmIi4tD//798emnn2LGjBkoLS3Fww8/7Na+uvp9db2r/vvf/4KIUFFRgV9//RUjR47E5MmTccMNN3hsO3/+fFgsFqxatarWY7ry9NNP49dff8Vjjz0mfx/84ZlnnsHEiRPRunVr6PV6dO3aFU888QReeOEFAMCdd97psc8333yDXr16wW6345tvvkF5eTmOHDmCO++8E88++ywGDhyI4uJir+eTchNFUp+EYZo7nj1WhmGCTkpKCvbt24ezZ896Xe/aUZgzZ45HR0iidevWPs9x8uRJjB8/vtbBS0VFhdfl3pI1ApAT4XpLXNmyZUuv+8TGxroJOkVFRaisrAQAr4NkVyT7xMXF4aWXXsINN9yAG264ATfeeCM6duyIoUOHYtasWejfv3+tx5GQ2u3Lbq1bt/boqErJZqdNm1ZrJ9vXb+kv33zzDaZPn15rp8fX71WT559/HhMmTMCjjz6KRx99FFlZWbj44osxefJkTJo0Se7oSvbwlVhaEARkZ2ejtLQUeXl5cuLScFNXu2u7TzMzM70mKo6NjQUAvxNV5+XlyfYJtA312ae+tGjRwuvymJgYnD171uv6mJgYAJ62ePLJJ3HXXXfJiYXrQ32e/9ooKysDABiNRq/rU1JSAAQ+mCgqKoLVakVGRgZ0Op3XbXJycrB9+/ag/l6B0JDnIDEx0afNsrOzUVJSEtRnvrb7LJB7sCHftVCwdu1aPPXUU5gwYYLbYLxv37747LPP0LlzZ/zrX//Cddddh06dOoWkDVu2bMFtt92G888/H++99578fj/vvPPw/vvvo0+fPvjggw+wadMmrxM5gPM5Gjt2LI4ePYopU6bgiSee8OvcGo0GHTp0wPLly5GcnIzFixdj6dKlePbZZ33uIwgCWrVqhblz56J79+7o378/rrnmGvz555+1Ji5OSUnB6NGj0b9/f3Tv3h3z5s3DsGHD0KpVKwDu74C5c+d67D937lw8/vjj+PHHH2GxWOTk3g8//DBOnjyJd955BxMnTpS3V6lUeOKJJ7B48WIA8CrCeuPuu+/Gm2++iS+++MJtudS+qqoqr/tVV1cDOPct8kVsbCx69+6Nd955B2azGS+99BJGjx6NK664AoCzCMdHH32Ee++91+977tixY1i6dCkGDRqEOXPm+LVPXVx33XW49957sX//fhw5cgS5ubkAgJKSEkyZMgV2ux2ff/65/PwbjUY8+OCDKCsrw7PPPovHH3/cQ2QDnP1B4Ny7n2GY0MMCEcM0Aj169MD//vc//P77715np/3F18AFcH6ct2/fjkmTJuHOO+9Ex44dYTQaoVAo8OKLL+LGG28MeHa9tu3rqkghIc3yGY1GTJo0qdZtXQfSV155JUaMGIENGzZg06ZN2LJlC1atWoVVq1bh9ttvx8qVK/1uv79tdW3v2LFjkZaW5nO7hnT+KysrMXXqVBQVFeHee+/FlVdeiezsbOj1etmD4a233vL79+revTt2796NjRs34rPPPsOWLVvwzjvv4J133sHAgQPx9ddfu1U98ccegdjMG96qYjUUX22Slntb39DrCJRAzldfb5eGnN/f9v34449YsmQJ4uPj8eKLL2LIkCHIyMiQB1lZWVl+eV/V9/n3hVQdqry83Ov6nj17AkCtHgq1EcxnIxTPQG3nr+05qI3Gvg8DaV8wv2vr16/H+vXr/T434PQ6cvUieu211wAAkydP9tjWaDRizJgxWL16Nb777ruQCUSvvvoqALiJ/xJKpRKTJk3CH3/8gc2bN3sViEwmEy699FL8+eefGDVqFF5//XWP4/jD1VdfjcWLF2PDhg21CkSuXHDBBejYsSN27NiBI0eOyF5ltREfH4/x48fjhRdewJdffimLQa5Cqbd3h7Te4XCgqKgIWVlZAJwi19tvv42FCxfi888/R0FBAbKysjB16lQIggAiQrt27fyuFte+fXsAnt5v0sTUyZMnve4nLa9t4q8mV199NT766CNs2LBBFog+/vhjAE7v55pVVv/8808AwM0334y4uDgsWLAAkydPxrfffouqqioUFBTIlTMlpEmyF198ERs3bsTAgQOxfPnyOtumUCjQtm1bFBQU4PTp07JA9Mknn6C4uBgjRozwKg5PnToVzz77rM8qjpIwFMrKgAzDuMMCEcM0AmPHjsULL7yA999/HytXrqxXZ6w2qqqq8OWXXyI9PR3vvvuuh8fE4cOHa93/2LFj6N69u8fy48ePA4DcsaoPKSkp0Gq1UKvVXkuX10Zqaiquu+46XHfddSAifPHFF5g2bRoee+wxzJkzB126dKl1/6ysLOzfvx/Hjh2TO3GuSNfniuQZddNNN+Gyyy4LqL3+snXrVhQVFeGKK67AAw884LG+rt/LGzqdzm0ws3v3blx55ZX4/vvvsXr1asybN0/+Hb2FL0pINsnMzKzznGq1WvYOqcmJEycCvALf1NVuqUPrT5sb0oYjR47g2LFj6Nixo8f6Y8eO+WyDtK4mwXi+QsWHH34IAFi+fDlmz57tts5kMiE/P9+v4zTk+fdGbGws9Hq9z7CWYcOGQafT4Y8//sDevXv9HqQnJydDo9EgPz8fJpMJer3eYxtvv7EkvHp7DoL5DAANew5KSkpQUVHh1YsokGe+MWnod60mf/75p0/vXF/k5OS4CUTSoF7yaqiJtNxXuEwwaEgb7HY7pkyZgq1bt2LAgAFYt25dQCXnXUlKSoJCoQjYW8/Vy88fgajmPhLdu3eHUqmEw+FAcXGxRyl5V09mb146F110ES666CK3ZZLQ5S0s2RfSu6jmOXr06AHAt1gtLffW9/JFbR6SP/74o8/9/vjjDwCeofN79+7F3r17ve5z5MgRHDlyxG9PKsC7LRr6zEjHjBSPZoaJBjgHEcM0Apdccgk6d+6MY8eO4dFHHw368cvKyiCKotdwGrvdLg/2fPHOO+94LCsuLsamTZsgCAIuvPDCerdNpVJhyJAhKC4u9pjdCgRBEDBmzBiMGzcOALBz584695HyBb333nse6/bv3y/PrrkyYsQIAAh4pjkQpA6P5CrvysGDB+vt/eBKly5d5FwLf/31FwDnTGXr1q2Rn5+Pb775xmOfTz/9FCUlJejYsaNfnbHMzEwUFRV57dht2rTJ6z7SYMRut/t9LdLv+Omnn6K0tNRj/euvvw4AuPjii/0+ZqBIx37jjTc81hUWFmLTpk1QKBQYMGCAx/oPPvhA9qRx5e233wYAt0FKfewTCmq7R9977z2/vTaC9fy70qNHD9jtdhw8eNBjXVJSkuxhsHDhQq92lyAieVClVqvRv39/EBHeeustj2137tyJ7du3w2g0ygM/4Jyosn//fo99gvkMAA1/Dry957/44guUlJSgffv2bh6TkXAfNvS7VpNly5aBnMVZ/P63bNkyt2NkZGQAAH799Vev55By0/kKAwwG9W0DEWHOnDn49NNP0bNnT3z66adyaF992Lp1K0RRlPNH+UN5eTn++OMPCIIge5j4w5YtWwDA7VwJCQnyvS7lo3JF8khp27atT3HCFavViueffx4AcP311/vdtg8++ACAMxegK2PGjIFCocDWrVtRUFDgts5iseDjjz+GQqGoNfdTTbzZ4ZVXXvF5/w4ePBgAsG3bNhCRnJdpzpw5Pve57777AAArVqwAEfndF9q1axf27dsHg8HgJsxL9+sff/zh9X1c1zOzZ88eAOe8QxmGCT0sEDFMI6BQKPDaa69Bq9XinnvuwV133eU1b8KxY8e8DjTqIi0tDfHx8di5cyf+97//ycsdDgfuuOOOOo/57rvvusXP2+123HrrraiqqsJll13mM9+Qv9x9991QKBSYPXu214S8eXl5cscMcHYk1q1bB5vN5rZdSUkJfvrpJwD+uWVfc8010Gg0ePXVV90St5pMJtxyyy1eQ0AmT56MTp064ZVXXsGjjz7q0Qar1Yp169bJokt9kBIkr1u3zm0msLS0FNdee63HOWujuroazzzzjMeAURRFeYDqaquFCxcCAG699Va3c+fn5+P2229326YupM7ngw8+KC8jIqxYscJrsmbgnBfEvn37/DoH4ExuO27cOFRUVOCWW25xs8+2bduwatUqKJVK3HzzzX4fM1Dmz58PhUIhJ/aUsFqtWLhwIaqrqzFp0iSvLvTHjh3D/fff77bsxRdfxLZt25CRkeGWB6M+9gkF0j26evVqN3vv3r3baxLS2gj0+a8LaVD4888/e13/yCOPoH379vjqq68wYcIEr54827dvx6hRo/Dvf/9bXibd9/fdd5+bd0pFRQUWLFgAIsKNN97o5nEhPQNPPPGEnFMEAL766is89dRTXttX39+4oc/BAw88IHsZAc6cT3fccQcAeOwTCfdhQ79roUDywHjyySc97r/nnnsO33//PYxGo0do16xZs9CpU6eARa3a2vDGG2/I4UUSGzZswJtvvgmFQuH2XgGAW265BW+88QY6deqETZs2+eUZsmzZMq/egr/++qssolxzzTVu61544QXs2LHDY59Tp05hxowZqKiowLhx49wEyY8++giff/65h/BcXV2Ne+65B1u2bEFGRgbGjBnjtv6f//wnAOCee+5x86w7dOgQ7r33XgBOb2BXjh8/7uGBU1FRgauvvhr79u3DnDlz0LdvX7f1r776qtdQsXXr1sltqPkMZWZm4sorr4TVasXNN9/sJrbecccdKCwsxIwZM2QBBXC+X1966SWYTCa3YxER3n77baxcuRKCIHh4dTYWX3zxhddiAjt27MCUKVNARLjuuuvc3pFjxoyBVqvFkSNHcO+997r1u/bt24elS5cC8B62CZx7z4dyAohhmBoEsSIawzB1sHXrVkpPTycApNPpaNCgQTR9+nS6/PLLqXfv3qRQKAgAde3alfbs2SPv56tcsisPPfQQASClUkkjR46kadOmUU5ODun1epo/f36tJcfnz59PgiDQ4MGD6corr6Tc3FwCQFlZWXTs2DG3feoq0ZydnU3eXi3PPvusXAa1e/fudMUVV9C4ceOoW7dupFQqKT4+Xt5WKjUfHx9Pw4cPp6uuuorGjRtHcXFxBIAmTpxYp60l/vWvf8l2GT58OE2bNo2ysrKoZcuWNH78eK/lkPfs2SOXg8/MzKTRo0fTlClTqH///pSQkFBrKdea+LKXVAI3ISGBJkyYQBMmTKCEhARq166dXBbcn7LjJSUlBIA0Gg3179+fpk+fTpMmTZLb36ZNGyouLpa3t9vtNHbsWNm+EydOpAkTJpDRaCQANGHCBHI4HG7n8FU2eufOnaTX6wkA9ezZk6644grq0KED6fV6uvnmm73ecx988IFcqnvy5Ml07bXX0rXXXlunvU6ePCnfl9nZ2TR9+nQaPny4fE898cQTHraRtvWGVE66ZvtqQ3rGVCoVjRgxgqZPn06tWrUiANS+fXvKz8932166luuvv57UajV17dqVrrzySurTp49c4rdmqWUiou7duxMA6tOnD82ZM4euvfZa2rBhQ63XJZW5nz17tte2+3ouXdvpavOzZ89SRkYGAaDc3FyaOnUqjRgxgtRqNU2ZMsXr8Wp7TwXy/NfF5s2bCQBdd911PrfJy8ujvn37ys9+v379aNq0aTRx4kTq1KmTXGZ5+fLlbvvdcMMNBID0ej2NGzeOpkyZQqmpqQSA+vfvT1VVVW7bV1dXU8eOHQkAtW7dmq644grq27cvKRQKuu2227za49SpU6TT6UipVNKYMWNo7ty5dO2119LevXvrvPb6PgetW7em8ePHk8FgoEsvvZQmTZokv8uGDh3qUXa+vs+p9E2pWfKbqO5nztt9XZ/vmq/3VTAwmUw0cOBAwt+l3i+66CKaMmUKdenSRW7nq6++6rGfZBdv38158+ZRv379qF+/ftSmTRsCQGlpafKyfv36uW0viiJNmTJFvocvuOACmjJlCl1wwQXysoceeshtn/Xr18vrRo4cSbNnz/b6z7XfQUTye8r1+enZs6d8rKlTp3rcO9K1dunShSZNmkTTpk2jAQMGkFarlfs3riXkic7dT1lZWTRu3DiaMWMGDRs2jJKSkuRv1Xfffef1N1myZAkBoNjYWBo9ejSNGjWKYmJiCACNHTuW7Ha72/Zr1qwhlUpF/fv3p6lTp9L48eMpPj6eANDo0aPJZDJ5/f0UCgV16dKFLrnkEpo0aZLbe+T222/32rbCwkJq27YtAaC2bdvStGnTqFu3bvLfhYWFbttL7/G4uDgaNmwYzZgxgy655BLKycmR77knn3zS67m8UVuZe1/UVuZeWpednU3Dhg2jadOmUd++fUmlUsnvuprvSCLn+18QBLlPcsUVV9CQIUPke+KSSy7xuI+IiCoqKkin01GnTp38bj/DMA2HBSKGaWQqKyvpX//6Fw0bNozS0tJIrVZTbGwsderUiWbOnEkfffSRR4fGH4GIiGjt2rXUq1cvMhgMlJycTJdffjlt377dZ8fctTP/yiuvUM+ePUmn01FycjLNnDmTTpw44XGO+gpERES//vorXXXVVdSqVStSq9WUlJRE3bt3p/nz59PmzZvl7U6fPk3Lly+nYcOGUcuWLUmj0VB6ejoNHDiQ1q5d67UjURvvvvsu9e7dm7RaLaWkpNCMGTPo5MmTtQ4kiouLadmyZdSjRw+KiYkhg8FAbdu2pcsuu4zWrFlDFRUVfp3bl72qq6vpnnvuofbt25NWq6VWrVrRTTfdRGfPng1ogGOz2ej555+nSZMmUdu2bclgMFBCQgL16NGDHnzwQSopKfG6z9NPPy3fKwaDgS644AJ6/vnnPe49otoHXNu2baMhQ4aQwWCguLg4Gjt2LP3555+1Dgb/9a9/UZcuXeTOoev9Utv9dfbsWVqyZAm1bduWNBoNJSQk0KhRo+iLL77waptgC0RERJ988gkNHz6c4uPjSaPRULt27eiOO+5wE+G8XcsPP/xAw4cPJ6PRSLGxsTR8+HD63//+5/UcBw4coAkTJlBycrIsGru2szEEIiKiEydO0IwZM6hFixak0+moc+fOtGLFCrLb7QELRET+P//+0KFDB0pMTCSLxeJzG4fDQW+99RZNmDCBWrRoQRqNhmJiYqhLly40b948+vXXX73u9+qrr9KAAQMoNjaWdDodde3alR566CGqrq72uv3JkyfpyiuvpMTERNLr9XTBBRfQe++9V6s9vvjiC7rooosoNjZWfgb8FTTq+xyYzWa6++67KScnhzQaDWVnZ9M999zj87rq85wGWyAiCvy7FkqBiIjIYrHQE088QX379iWj0UgqlYoyMzNp8uTJPgfitQlE0rra/tVEFEVavXo1DRo0iBISEkilUlFKSgpdcsklXkVnyVZ1/atps2effZYmTZpEbdq0oZiYGNJoNNSiRQu6/PLLfU6SfPLJJzR37lzq0qULJSYmkkqlouTkZBo8eDA988wzXgWY7du30+LFi6lPnz6UlpZGKpWKjEYj9erVi+666y4PQakmb731lvzM6vV66tWrFz399NNe+wo7duyg6dOnU05ODul0OoqPj6eBAwfS6tWrSRRFr8d//fXXafLkydSuXTuKi4sjtVpNWVlZNGnSJPryyy9rbVtxcTEtXLiQWrVqRRqNhlq1akULFiygoqIij20LCgrogQcekPs+Wq2W9Ho9tW/fnubOnUu//fZbreeqSbAFoh9++IHmzp1L5513HiUnJ5NKpaKkpCQaMmQIvfTSS177DxLffvstTZgwgTIyMkilUlFcXBz179/fZ7+DyPku9iV8MwwTOgSiEJSvYBimSTBkyBBs2bIFR44cCWnOBIaJRpYtW4b7778fa9asCVopYcbJ008/jUWLFuGDDz6oszpatCMIArKzs93CyxiGYSKd0aNH4/vvv8fx48eRnJwc7uYwTNTAOYgYhmEYhmlS3HjjjWjdunVIkv4zDMMw4eX333/Hpk2bsGTJEhaHGKaRYYGIYRiGYZgmhU6nw4MPPoiff/4ZGzduDHdzGIZhmCDywAMPIC0tTS6ewTBM46EKdwMYhmEYhmECZdasWZg1a1a4m8EwDMMEmfXr14e7CQwTtXAOIoZhGIZhGIZhGIZhmCiHQ8wYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYhmEYhmEYhmEYhmGiHBaIGIZhGIZhGIZhGIZhohwWiBiGYRiGYRiGYRiGYaIcFogYxgd333030tPTcejQoXA3JWqIRpu//PLL0Ol0+OWXX8LdlLDzxRdfQK1WY/369eFuCsMwTJMiGr+fEkuXLkVycjKOHj0a7qY0CP4GNg7jxo2DWq3G77//Hu6mMExEwgIRE3QEQfDr3+bNm8PdVJ98/vnneO655/DJJ5+gbdu2QT/+Z599hmXLlgX9uJGIv9daX5sPGTIEQ4YMqX8Dw8zcuXPxf//3f5gyZQqKi4sD2nfIkCEQBAFt2rQBEXms/+677+Tn7ZVXXglSi73zwgsvNOgcJ0+exNVXX42nn34aEyZMqNcxjh49GtC1bt26FVqtFseOHZOXWa1W3HTTTYiLi0Pbtm3x0Ucfed13x44duOaaa5CbmwudTofY2Ficf/75WLlypdvvOGjQICxatKhe18MwTOjhPkvdRHqf5YEHHsDEiRMxefJkWCyWgPbNycnBnDlz5L+l74jr771s2TIIglCvtu3evRvLli2rU7yq7zewIW0LB4IgBPVeGjJkCLp16+b39qtXr8bhw4exfPlyzJkzB1ar1WMbX/2ZQPsY4eKHH37AsmXLUFpaGtB+c+fOxZgxY9yW7dq1C/369YPBYMDYsWORl5fnsZ8oinjttdcwYsQIpKSkQK1WIy0tDePHj8fHH38MURQBAPv374dGo2FhrilADBNktm3b5vbvkksuIb1e77G8rKws3E31yvHjxyk9PZ0+++yzkJ1j/vz5FC2Pnz/X2hCb79q1i3bt2lXf5kUM8+bNo7Fjx5Ioin7vM3jwYDIajQSAvvrqK4/1s2fPpri4OAJAa9asCWJrPenatSsNHjy4XvvabDYaMGAA3X333Q1qw5EjR/y+VlEU6fzzz6f58+e7LX/kkUeod+/etGnTJnrxxRcpISGBjh8/7rbNiy++SCqVirp27UrPP/88ffvtt7Rp0yZ6+OGHKTc3lyZMmCBvu3nzZlKr1bR3794GXRvDMKGB+yx10xT6LHa7ncaPH0833HBDQPtlZ2fT7Nmz5b+l78i3334rLztx4gRt27atXu167733PI5Xk4Z8AxvStnAAgO67776gHW/w4MHUtWtXv7Y9ceIEZWZm0s6dO4mIaOrUqV5t7qs/Yzabadu2bVRQUNCgNoeaxx57jADQkSNH/N7n999/J4VCQb/88ovb8s6dO9OSJUto8+bNdPXVV9O4cePc1ptMJho9ejQJgkBXXnklvfvuu/Tdd9/RBx98QNdffz1ptVpav369vP2cOXNo0KBBDbo+JvSowiVMMc2X/v37u/2dmpoKhULhsTxSadWqFfLz8wPap7q6GgaDIUQtanrtCJSG2LxLly4halXtmEwm6HS6oM3cvfDCC/Xar3Xr1jAajXj55ZcxfPhweXlFRQXee+89XHXVVXjppZeC0sZgYbPZIAgCVCrnJ0ilUuF///tfo7Zh48aN+P333/Hmm2+6Ld+6dSuWLl2KkSNHAnDOzP/8889o1aoVAGDbtm2YN28eRo4cifXr10Or1cr7jhw5EkuWLMHGjRvlZYMHD0bHjh3xxBNP4MUXX2yEK2MYJhC4zxI+gtkOpVKJjz/+OCjHqknLli3RsmXLkBwbqN83ULJdqNvmC4fDAbvd7vYNjHRatmzp5gHzzjvvBLS/VqttMu+FQHnkkUfQt29fXHDBBfKys2fPIj8/H48//jgAoFevXmjRooXbfosXL8YXX3yBtWvXYtasWW7rJk2ahNtvvx0mk0letmDBAlxwwQX44YcfMGDAgBBeEdMQOMSMCQtWqxXLly9Hp06doNVqkZqaimuuuQaFhYVu2+Xk5GD8+PH45JNP0KtXL+j1enTu3BmffPIJAOCVV15B586dERMTg759++LXX39123/OnDmIjY3Frl27MHz4cMTExCA1NRULFixAdXW127ZEhBdeeAE9e/aEXq9HYmIiJk+ejMOHD7ttJ7mzfvfddxgwYAAMBgPmzp0LwPmxGTVqFDIzM+W2/vOf/0RVVZVbm55//nkA7q7tR48erdV9taZbruRW/Pvvv2Py5MlITEyUXcv9vRZfHDhwADNmzEBaWhq0Wi06d+4stxkAzGYzevXqhXbt2qGsrExenp+fj4yMDAwZMgQOh6PWaw2Wzb2FmPl7f/lyda7pcv7KK69AEARs2rQJc+fORWpqKgwGg+zK/s477+DCCy9ETEwMYmNjMXr0aPzxxx912rmwsBA333wzunTpgtjYWKSlpWHYsGHYunVrnfu6MnfuXKxbt87Nnfjtt98GAEyfPt3rPt9//z2GDx8Oo9EIg8GAAQMG4NNPP3XbRrrub7/9FvPmzUNKSgqSk5MxadIkt05WTk4Odu3ahS1btsi/cU5ODgBg8+bNEAQBr732GpYsWYIWLVpAq9Xi4MGDAICvvvoKw4cPR1xcHAwGAy666CJ8/fXXbu04ePAgrrnmGrRv3x4GgwEtWrTApZdeir/++isgO7myatUq9OnTBx07dnRb3rZtW6xduxaFhYX45Zdf8P3336NDhw7y+ocffhiCIODFF1/02jHWaDS47LLL3JbNnDkTb775JioqKurdXoZhwgf3WSK3zxKK70NNvIVxSb/1xo0bcf7550Ov16NTp054+eWX5W1eeeUVTJkyBQAwdOhQryHf/nwDa7OdrxAzf/olvkL058yZI3/DgXOhVStXrsTy5cuRm5sLrVaLb7/91qfNysvLcf311yM5ORmxsbEYM2YM9u/fX+e5al6zv2zduhX9+/eHXq9HixYtcO+998LhcLhtc//996Nfv35ISkpCXFwczj//fKxevdotRL+2/oy3+11q544dOzBlyhTEx8cjKSkJixcvht1ux759+zBmzBgYjUbk5ORg5cqVXm112223ITc3FxqNBi1atMCiRYvcnkPA+UwtWLAAr732Gjp37gyDwYAePXrI7xepPbfffjsAIDc3168Q2TNnzuDDDz/EzJkz3ZYnJSVBEAS8/vrrKC8vxwsvvODWZ8rPz8d///tfjB492kMckmjfvj26d+8u/927d2907twZ//73v322hwk/LBAxjY4oirj88svxyCOPYMaMGfj000/xyCOP4Msvv8SQIUPclGYA2L59O+666y7ceeedWLduHeLj4zFp0iTcd999+O9//4uHH34Yb7zxBsrKyjB+/HiP/W02Gy655BIMHz4c69evx4IFC/Cf//wH06ZNc9vuxhtvxKJFizBixAisX78eL7zwAnbt2oUBAwbgzJkzbtuePn0aV199NWbMmIHPPvsMN998MwCnsHLJJZdg9erV2LhxIxYtWoR3330Xl156qbzvvffei8mTJwNweiNI/zIzM+tlz0mTJqFdu3Z477335BduINdSk927d6NPnz7YuXMnnnjiCXzyyScYN24c/vGPf+D+++8HAOh0Orz77rsoKCiQO5qiKOKqq64CEeGtt96CUqms81qDYfOaBHp/BcLcuXOhVqvx2muv4f3334darcbDDz+MK6+8El26dMG7776L1157DRUVFbj44ouxe/fuWo8n5aq577778Omnn2LNmjVo06YNhgwZElC+i+nTp0OpVOKtt96Sl61evRqTJ09GXFycx/ZbtmzBsGHDUFZWhtWrV+Ott96C0WjEpZde6nVG7brrroNarcabb76JlStXYvPmzbj66qvl9R9++CHatGmDXr16yb/xhx9+6HaMu+66C8ePH8e///1vfPzxx0hLS8Prr7+OUaNGIS4uDmvXrsW7776LpKQkjB492q2DnJeXh+TkZDzyyCPYuHEjnn/+eahUKvTr1w/79u3z204SVqsVX331FYYOHeqx7p577sGRI0eQlpaG/v374x//+AfOO+88AM4Z02+++Qa9e/eWPYr8YciQIaiqqoroHCYMw3iH+yyR3WcJ9vchJycHRORXbsPt27djyZIluPXWW7FhwwZ0794d1157Lb777jsAzmTIDz/8MADg+eefl203btw4APD7GyjhzXbeaEi/pDaeeeYZfPPNN3j88cfx+eefo1OnTl63IyJMmDBBnhj68MMP0b9/f4wdO7be566N/Px8TJ8+HVdddRU2bNiAyZMnY/ny5bjlllvctjt69ChuvPFGvPvuu1i3bh0mTZqEhQsX4sEHH5S38ac/442pU6eiR48e+OCDD3D99dfjX//6F2699VZMmDAB48aNw4cffohhw4bJ7wWJ6upqDB48GGvXrsU//vEPfP7557jzzjvxyiuv4LLLLvPIL/npp5/iueeewwMPPIAPPvgASUlJmDhxoiymXnfddVi4cCEAYN26dfI1nH/++T7bvmnTJthsNo8+kUKhwH//+1/MmzcP8fHxePbZZ93uu2+//RY2my3gvJFDhgzB559/7jV3JhMhhCm0jYkiZs+eTTExMfLfb731FgGgDz74wG27X375hQDQCy+8IC/Lzs4mvV5PJ0+elJf9+eefBIAyMzOpqqpKXr5+/XoCQB999JHbuQHQ008/7Xauhx56iADQ999/T0TOHAQA6IknnnDb7sSJE6TX6+mOO+6Qlw0ePJgA0Ndff13rdYuiSDabjbZs2UIAaPv27fI6X/H8teVQQY247fvuu48A0NKlS922C+RavDF69Ghq2bKlR76FBQsWkE6no+LiYnnZO++8QwDoqaeeoqVLl5JCoaBNmza57efrWoNl88GDB7vFigdyf9W0qUTNnARr1qwhADRr1iy37Y4fP04qlYoWLlzotryiooIyMjJo6tSpHseuDbvdTjabjYYPH04TJ06sc3vX2PvZs2fTBRdcQETOvEwAaPPmzfJ1u95T/fv3p7S0NKqoqHA7d7du3ahly5ZyHiTpum+++Wa3865cuZIA0OnTp+VlvmL2v/32WwLgEXNeVVVFSUlJdOmll7otdzgc1KNHD+rbt6/P67bb7WS1Wql9+/Z06623ysv9zUH0008/EQB6++23va53OBx04MABKioqcluen59PAGj69Om1Hr8mVquVBEGgO++8M6D9GIZpfLjP0rT6LDXx9X3wRc3vvTekttfcT6fT0bFjx+RlJpOJkpKS6MYbb5SX+cpBFMg30JftvLUtkH5Jzf6TxOzZsyk7O1v+W/qd27ZtS1ar1WP7mnz++ee13seu90XNc/m6Ll9I9/eGDRvcll9//fWkUCjcfh9XHA4H2Ww2euCBByg5Odkt/6Ov/oy3+11qZ837t2fPngSA1q1bJy+z2WyUmppKkyZNkpetWLHCa+6f999/nwC45RYDQOnp6VReXi4vy8/PJ4VCQStWrJCXBZqDaN68eaTX633mwKysrKQ9e/aQxWJxW/7II48QANq4caNf55F46aWXCADt2bMnoP2YxoM9iJhG55NPPkFCQgIuvfRS2O12+V/Pnj2RkZHhMcves2dPt5jXzp07A3Aq0K6x69Jy14pEEldddZXb3zNmzAAA2T32k08+gSAIuPrqq93alJGRgR49eni0KTExEcOGDfM4z+HDhzFjxgxkZGRAqVRCrVZj8ODBAIA9e/b4Y56AueKKK9z+DvRaXDGbzfj6668xceJEGAwGt/0vueQSmM1m/Pjjj/L2U6dOxbx583D77bdj+fLluPvuu+XcLXURLJt7O24g91cg1LT1F198AbvdjlmzZrmdS6fTYfDgwX6d69///jfOP/986HQ6qFQqqNVqfP311wHfL3PnzsWvv/6Kv/76C6tXr0bbtm0xaNAgj+2qqqrw008/YfLkyYiNjZWXK5VKzJw5EydPnvSYda0ZMiW5C3t71nxR03Y//PADiouLMXv2bDfbiaKIMWPG4JdffpHdq+12Ox5++GF06dIFGo0GKpUKGo0GBw4cqNdzJYXHpaWleV2vUCjQrl07JCUlBXxsb6jVaiQkJODUqVNBOR7DMI0H91mCSzD7LEDwvw+B0LNnT7Ru3Vr+W6fToUOHDn59GwP5BkrUtJ03gtEv8cVll10GtVpd53bSferrPg42RqPRo58yY8YMiKIoe3MBwDfffIMRI0YgPj5evt+XLl2KoqIiFBQUNKgN48ePd/u7c+fOEATBzWtKpVKhXbt2bvfHJ598gm7duqFnz55uv9fo0aO9hoYNHToURqNR/js9PR1paWkB9cdqkpeXh9TUVJ8hfTExMejUqRM0Gk29z+GK1PfiPlHkwkmqmUbnzJkzKC0t9fmiOXv2rNvfNQdp0n6+lpvNZrflKpUKycnJbssyMjIAAEVFRXKbiAjp6ele29SmTRu3v725VldWVuLiiy+GTqfD8uXL0aFDBxgMBpw4cQKTJk1qUGhTbdRsS6DX4kpRURHsdjueffZZPPvss163qfn7zJ07F6tWrYJGo8E//vEPv9sdDJv7Om4g91cgeLM1APTp08fr9gpF7Rr8k08+iSVLluCmm27Cgw8+iJSUFDk0L9CO7aBBg9C+fXv85z//wbvvvotFixZ5/diXlJSAiLzaMysrC8C550Ki5vMj5d4J5J72ZTspdMEbxcXFiImJweLFi/H888/jzjvvxODBg5GYmAiFQoHrrruuXs+VtI9Opwtov5SUFBgMBhw5ciTgc+p0upC9AxiGCR3cZwkuweyzAAj69yEQav5OgPP76M95A/kGSvjTD2pov6Q2/O2HFRUV1XofBxtv907NZ+bnn3/GqFGjMGTIELz00kto2bIlNBoN1q9fj4ceeqjB94q359tgMHj0MzQaDcrLy+W/z5w5g4MHD/oU3mq+Xxpyz/lCKroSKJI4GmifSDoX94kiFxaImEZHSnTrWunHFVdlPBjY7XYUFRW5vVSlih/SspSUFAiCgK1bt3pNPFtzmbeB9zfffIO8vDxs3rxZnoED4JY4uC6kl6aU/Fii5oC9trYEei2uJCYmyp4k8+fP97pNbm6u/P9VVVWYOXMmOnTogDNnzuC6667Dhg0bfB6/Ie30N1lhIPeXVqv1sDXg297ebA0A77//PrKzs/1qnyuvv/46hgwZglWrVrktr28y42uuuQb/93//B0EQMHv2bK/bSJ3n06dPe6yTPGuk6womvmz37LPP+qwKInX6Xn/9dcyaNUvO5SBx9uxZJCQkBNwW6dxSDih/USqVGD58OD7//HOcPHkyoMoxJSUlIbErwzChhfssvgl3nwUI/vehsQjkGyjhTz8okH6JTqdzKzQi4Wsizd9+WHJycq33cc02eOuHBTKZ5y1PVc1n5u2334ZarcYnn3ziJoasX7/e7/OEgpSUFOj1erfk5jXXN0Ybfv/994D3Gzp0KNRqNdavX4+bbrrJ7/2kvhf3iSIXFoiYRmf8+PF4++234XA40K9fv0Y55xtvvOHm3SKVtpaSEI4fPx6PPPIITp06halTp9brHNKHs2Zn5j//+Y/Htq4eGHq9Xl6enp4OnU6HHTt2uG3vr+gCNOxaDAYDhg4dij/++APdu3ev0530pptuwvHjx/Hzzz9j7969mDx5spyYT8LXtQbD5t4I5P7KycnxsPU333yDyspKv841evRoqFQqHDp0yC/X75oIguBxv+zYsQPbtm0LKAmyxOzZs/HTTz+hc+fOHqVIJWJiYtCvXz+sW7cOjz/+uPybiKKI119/HS1btnSr2uUvgc5gXXTRRUhISMDu3buxYMGCWrf1ZqdPP/0Up06dQrt27QJuqxTacejQoYD3veuuu/DZZ5/h+uuvx4YNGzyeEZvNho0bN7olec3Ly4PZbEaXLl0CPh/DMOGF+yyR22cBgv99CDa+PG4D+QYGQiD9kpycHLz33nuwWCxyO4uKivDDDz94LXDhL0OHDsXKlSt93sc121BQUIAzZ87IgpjVasUXX3zh9/kqKirw0UcfuYWZvfnmm1AoFHKovSAIUKlUUCqV8jYmkwmvvfaax/Ea6pETCOPHj8fDDz+M5ORktwnYhhCol3enTp3w1ltvoaysDPHx8X6fJyMjA9dddx1WrVqFV1991Wsls0OHDqGqqsqtktnhw4ehUCg8qsgykQMLREyjM336dLzxxhu45JJLcMstt6Bv375Qq9U4efIkvv32W1x++eWYOHFi0M6n0WjwxBNPoLKyEn369MEPP/yA5cuXY+zYsRg4cCAA54f6hhtuwDXXXINff/0VgwYNQkxMDE6fPo3vv/8e5513HubNm1freQYMGIDExETcdNNNuO+++6BWq/HGG29g+/btHttKVZEeffRRjB07FkqlUhZkrr76arz88sto27YtevTogZ9//tnrR9UXDb2Wp59+GgMHDsTFF1+MefPmIScnBxUVFTh48CA+/vhjfPPNNwCA//73v3j99dexZs0adO3aFV27dsWCBQtw55134qKLLkLfvn1rvdZg2NwbgdxfM2fOxL333oulS5di8ODB2L17N5577jm/P5A5OTl44IEHcM899+Dw4cMYM2YMEhMTcebMGfz888+IiYmRK795Y/z48XjwwQdx3333YfDgwdi3bx8eeOAB5Obmwm63B3ztWVlZfs2GrVixAiNHjsTQoUNx2223QaPR4IUXXsDOnTvx1ltvBVRaVuK8887D22+/jXfeeQdt2rSBTqeTf3tvxMbG4tlnn8Xs2bNRXFyMyZMnIy0tDYWFhdi+fTsKCwtlz6rx48fjlVdeQadOndC9e3f89ttveOyxxwLy4HGlZcuWaNOmDX788ceAwiIB4MILL8SqVatw8803o3fv3pg3bx66du0Km82GP/74Ay+++CK6devmJhBJebu8VU1jGCay4T5LZPdZgv19CDbdunUDALz44oswGo3Q6XTIzc1FcnKy39/AQAikXzJz5kz85z//wdVXX43rr78eRUVFWLlyZYPEIQAYNWoUBg0ahDvuuANVVVW44IIL8L///c+rGDNt2jQsXboU06dPx+233w6z2YxnnnnGo0R9bSQnJ2PevHk4fvw4OnTogM8++wwvvfQS5s2bJ4dBjRs3Dk8++SRmzJiBG264AUVFRXj88ce9eqgF2p9pCIsWLcIHH3yAQYMG4dZbb0X37t0hiiKOHz+OTZs2YcmSJQEL01Jbn376acyePRtqtRodO3b06e04ZMgQEBF++uknjBo1KqBzPfnkkzh8+DDmzJmDL774AhMnTkR6ejrOnj2LL7/8EmvWrMHbb7/tJhD9+OOP6NmzJxITEwM6F9OIhDFBNhMl1KwIQuTM5P/4449Tjx49SKfTUWxsLHXq1IluvPFGOnDggLxddnY2jRs3zuOYAGj+/Pluy6TqAo899pjHuXfs2EFDhgwhvV5PSUlJNG/ePKqsrPQ47ssvv0z9+vWjmJgY0uv11LZtW5o1axb9+uuv8jaulaNq8sMPP9CFF15IBoOBUlNT6brrrqPff//do+qBxWKh6667jlJTU0kQBLdqA2VlZXTddddReno6xcTE0KWXXkpHjx71WRGksLDQa1v8uRZfHDlyhObOnUstWrQgtVpNqampNGDAAFq+fDkREe3YsYP0er1H5Q+z2Uy9e/emnJwcKikpqfNag2Fzb1U4/L2/LBYL3XHHHdSqVSvS6/U0ePBg+vPPP31WMatZZUJi/fr1NHToUIqLiyOtVkvZ2dk0efJk+uqrr2q1s8Viodtuu41atGhBOp2Ozj//fFq/fr3Pqh7ert2XXSS8VTEjItq6dSsNGzZMtnv//v3p448/dtvG13VLlclcq7IcPXqURo0aRUajkQDI7Ze2fe+997y2b8uWLTRu3DhKSkoitVpNLVq0oHHjxrltX1JSQtdeey2lpaWRwWCggQMH0tatWz1+e3+rmBER3XvvvZSYmEhms7nObb3x559/0uzZs6l169ak0WgoJiaGevXqRUuXLqWCggK3bWfOnEnnnXdevc7DMEzjwn2WptVn8ff74IuGVDHz9lt7O+9TTz1Fubm5pFQqPWzrzzewNtv5qvblb79k7dq11LlzZ9LpdNSlSxd65513fFYxc71X66K0tJTmzp1LCQkJZDAYaOTIkbR3716v1WM/++wz6tmzJ+n1emrTpg0999xzAVUx69q1K23evJkuuOAC0mq1lJmZSXfffTfZbDa3bV9++WXq2LEjabVaatOmDa1YsYJWr17t0S/11Z+prYpZzd/G23vEtb2uVFZW0v/93/9Rx44dSaPRUHx8PJ133nl06623Un5+vrydt/cIkfd7+K677qKsrCxSKBReq+i54nA4KCcnx6Nirb/Y7XZau3YtDRs2jJKSkkilUlFqaiqNHTuW3nzzTXI4HPK2FRUVZDAYPKq+MZGFQEQUchWKYcLEnDlz8P777/sdMsQwTHSQl5eH3NxcvPrqq5g2bVrIzlNeXo6srCz861//wvXXXx+y8zAM0/ThPgvDMOHgiSeewEMPPYRTp065hZEGm9WrV+OWW27BiRMn2IMoguEy9wzDMEzUkZWVhUWLFuGhhx6CKIohO8+//vUvtG7dGtdcc03IzsEwDMMwDFNf5s+fj/j4eDz//PMhO4fdbsejjz6Ku+66i8WhCIdzEDEMwzBRyf/93//BYDDg1KlT9UoK7g9xcXF45ZVXoFLx55ZhGIZhmMhDp9Phtddewx9//BGyc5w4cQJXX301lixZErJzMMGBQ8wYhmEYhmEYhmEYhmGiHA4xYxiGYRiGYRiGYRiGiXJYIGIYhmEYhmEYhmEYholyWCBiGIZhGIZhGIZhGIaJcppt1kxRFJGXlwej0QhBEMLdHIZhGIZhwgQRoaKiAllZWVAomv7cGPdxGIZhGIYJRf+m2QpEeXl5IatKwzAMwzBM0+PEiRNo2bJluJvRYLiPwzAMwzCMRDD7N81WIDIajQCcxoqLiwv68UVRRGFhIVJTU5vFbGSwYLt4h+3iHbaLd9gu3mG7eIft4h1Xu1RWVqJVq1Zy3yBUrFixAuvWrcPevXuh1+sxYMAAPProo+jYsaO8zbp16/Cf//wHv/32G4qKivDHH3+gZ8+eAZ0nlH0cvp+8w3bxDtvFO2wX77BdvMN28YRt4p2adikvLw96/6bZCkSSy3VcXFzIBCKz2Yy4uDi+aV1gu3iH7eIdtot32C7eYbt4h+3iHW92CXU41pYtWzB//nz06dMHdrsd99xzD0aNGoXdu3cjJiYGAFBVVYWLLroIU6ZMwfXXX1+v84Syj8P3k3fYLt5hu3iH7eIdtot32C6esE2848suwezfNFuBiGEYhmEYpjHZuHGj299r1qxBWloafvvtNwwaNAgAMHPmTADA0aNHG7t5DMMwDMMwtcICEcMwDMMwjU7psVJUF1YDAIxZRhizQhv+FQ7KysoAAElJSQ06jsVigcVikf8uLy8H4JxJFEWxQceuiSiKIKKgH1ei9Fgp9Il6aOO0ITl+qAiFXSryKqDSqaBP0gftmI1NsOxSVVAFAIhJiwlGs8JOQ+xiKjbBZrIhrkXwIyDCTaB2sZRbYCoxISE7IbQNCzOhfu82Rdgm3qlpl1DYhwUihmEYhmEahZLDJSjaXwQSCeUny+XlhbsL0X1m92ZVkYuIsHjxYgwcOBDdunVr0LFWrFiB+++/32N5YWEhzGZzg45dE1EUUVZWBiIKulu/w+rA/g/2Iy43Di0uahHUY4eaUNhl37p90CXpkD0iOyjHCwfBssuhjw8BBLS9rG0QWxc+GmKX418fR3VhNTpN7xSi1oWPQO2S90MeSg+VouO0jlBqlI3QwvAQyvduU4Vt4p2adqmoqAj6OVggYhiGYRimUTj540lYK60QlAL0yXpkD8pG0b4iFO4uRGV+JWIzYpuNSLRgwQLs2LED33//fYOPddddd2Hx4sXy31JSytTU1JDkIBIEISSJQU0lJhhjjYjVxiItLS2oxw41wbaL6BBxUnMSOrWuydnClWDZ5bT6NMhBTdoWrjTELkXaIih0CiTFJ0GlbV5DtUDtUq4rh2gUkWBIaNKednURyvduU4Vt4p2adtHpdEE/R/N66zAMwzAME1E4rA6UHS+DzWSDtdKKtG5paDXgXIl20S6icHch9n+8Hx0v64jYjNgwtjY4LFy4EB999BG+++67oJSd1Wq10Go9Q7IUCkVIOs6CIITk2A6TA4JCANmb5oxwMO1iN9khKAQ4rI4maQtXgmEX0SYCBEAEFKqmbQ+J+tpFtInOe8PkgEavCVHrwkcgdiE7QVAIsFfboUhpHveFL0L13m3KsE2842qXUNiGBSKGYRiGYUJG/vZ85P+RL/+dkJPgtj42IxYZPTNgq7ZBpWva3RIiwsKFC/Hhhx9i8+bNyM3NDXeTIgprpRUAYLfYw9yS8GM3293+G804bA6nOATAVm1rcvmpgo3D6gAAWKuszdprxh9kW/z97ohmRLsIa6UVuoTge4wwjCtNuyfGMAzDMExEYy41AwLQdmRbKLVKGDPdk1ELgoAWfZtWPhpfzJ8/H2+++SY2bNgAo9GI/HynMBYfHw+93jnQKy4uxvHjx5GXlwcA2LdvHwAgIyMDGRkZ4Wl4I2Gtcg7yHBZHmFsSfmRhiJyD4OacX6UuXO8Hmym6BSIikkURW5UtzK0JP5KYzAIRULCzAHm/5qHb9G7QxDY/zzImcmB/LYZhGIZhQoa1wgpNjAYJOQke4lBzY9WqVSgrK8OQIUOQmZkp/3vnnXfkbT766CP06tUL48aNAwBMnz4dvXr1wr///e9wNbvRkAa87EHk7jkU7V5ErveDrTq6RRE51A7nBNVoxtWbKtqxVlpBIsFUbAp3U5hmDnsQMQzDMEyQEe0iKvMrAQCaWE1Uu4Rbyi0wpBjC3YxGgYjq3GbOnDmYM2dO6BsTgcheAOw1A7vJXSCKZq8ZVw8iV7tEI5IgArAHERE5BTOwBxHwdygmnF658a3jw9wapjnDAhHDMAzDBAlLhQUkEg5/dRimIucsn6AUcN6M86DWq8PcusaFiOCwOOCwOqAxsjs84+4FEPUCEXsQybAH0TlcBaJo95pxswULRLJYZi41h7klTHOHBSKGYRiGCQL52/Nx6qdT8t/JHZKh1CpR8FcB8n7JQ0x6DGLSYqBPbP5JR6sKq7Dvo30gh9OjRmuMXu8I5hyuHhF2iz2q82iwQHSOmjmIohn2IDpHTVsQEQRBCGOLwotkDxaImFDDAhHDMAzDBIGKUxUQlALSz0uH2qBGapdUEBGKDxTj7N6zOLv3LNQxapw347xm38ktPVoKchDiW8dDpVMhqX1SuJvEhBmHzeE24Iv2RNUsEJ2DPYjO4WoL9iA6944gkWA32aE2RJcnriuuIWYME0pYIGIYhmGCTumxUrmjH9cirtnn1yAiVBVUISY1xq0ilwABnSZ0grnMjJLDJSjaV4S8X/OgUCpQcrgEokOEoBCQfXE2YjNiw3gFwYFEAomEytOVUKgVaDuqLQRF8xbDGP+QvCE0Rg2sFdaoT1TNAtE5OAfROSRRRKFWwGFxQLSLUKiis6aQZAt1jBq2KhusldaoFoikEDO72Q672Q6VjofxTGjgO4thGIYJKlUFVTj0xSG3ZQqVAoJCQM6QHCTkJISnYSHAXGrGwY0H4bA6vSNi0mI8ttHGaZ3/jFoU7S9C/h/O0ucKtQJaoxamEhPyt+ejbXrbJu1Z5LA6sPPtnfJg19jCyOIQIyPlENEn6WGtsLIH0d8DPGmwF81IYqHGqIl6DyLpudAn6lFVUAVbta3ZT7D4QrZFkl4WiLx9Y6MFV48qc5kZsbqmP6nERCYsEDEMwzBBoXB3IarPVqP6bDUAIGdoDgSFgJJDTk+ZyvxKHN1yFIadBig1SmQPzoZK27Q/Q5X5lbCUW6BP0kOfrEdyh2Sf2+oSdOhyRRc5x0ZMagyUGiUOfH4AZcfK8PtLv0OpUaLL5C5NMjeLpdwCu9kOQ4oB+iQ9UjqnhLtJTAQhhcvok/QoO1bGHkR/Vy6zW1ggkoQAXYIOFXkVYW5NeJFEAH2SUyCyVlqjVyBysUX5ifKoT1TtsDkAAQA5J6di01kgYkJD0+6ZMwzDMGHl1M+ncGbHGQDO8CIJY5YRye2dYklSW2f+maL9RTj540lUn62Gw+pAbEYs0runN36jg4g06M0dlgt9Ut3Jp/VJeujhvl2LPi2g0qpgqbCg6kwVqgqrmqRAJAlfqV1SkdKJxSHGHSnETHpO2IPIDkOqQfYiimbsFjuUGiU0MRqQg6K6wp0kiugSdQCiOyeTq0AEcE4m0SZCn6SHqdjEeYiYkMICEcMwDFNvyo6XQVAKMGYZoY3TIqNnBgSF4LVzn9whGckdkiE6ROx4bQdO/eIUl3SJOrS/pH2TDK+SBr3qmPrnRTCkGJA7LBcVeRXY/8n+Jlu5RsodotJz14LxRJr9NyQbACCqPYgcVgdIJKj1ahaI4BQLlVql/O6wVduiViCSngup2mU0e83IYlmCDhCi3Ba2c2KZudTMAhETUrgXxzAMw9QbS7kFsRmxaDe6nd/7KJQKtOjXAkX7i2CtsKLiVEWTrU5irbJCUApBCZWTvIaa6iyp5EGk1je935EJPdKzIoXLRLMHkSQIqXQqqHQqmEuie7Bnt9ih0qrkb4Ct2uYUBaIQh9UZRiRdP3sQOZ8TtUEd1QKRlKBaqVVCG6dlgYgJKdGZFp9hGIZpMLZqG0S7CI0x8HCo1M6p6HR5J6R2SXUey9Q0O8G2ahs0McEJB5O8kJpqJ5g9iJjasFU5nxVBITgrNFlZIJIEIrvZDiKqY6/mi+RBJInLTfV7EAwcVgeUaqVTLIt2r5m/3xFKjRKaWE102+JvDyKlWgldgg6WcotbWD/DBBMWiBiGYZh6YamwAECDEmhKYkJTK21srbSiqrAqqGV3FUoFVDpVkw0xYw8ipjasVVbZS06lVUV1iFlNgQiIXo8qEp05h1w9iJra9yCYSGKZoBCg1qvZgwiQ81PZTXaIDjHMrQoPkgeRQq1wepeR04ObYUIBT/MxDMMwAVF5phJ5v+TJgkBDBKKmOGNsN9ux8+2d8uxdMBNKa2I1qD5bjQOfH4A+UY+W/VsG7dihxm6yQ6FSQKHiuSfGHdEuwmFxyF5ySo0yagUR4Nz7zlUgksreRxuyCFAjB1G04pqgO+q9ZqwOKNQKCIIgf2dtVbaorOomPydqpey1bC41R20oJhNaou9LxDAMwzSIov1FqMirgEqngjZe26BSq645J5oKkmt3fOt4xGbGIjE3MWjHjm8dD3OpGeUny1F+ohwZvTKCkt8olOz/dL+zNDWhXuGGTPNHGuRKAxuVToXqoupwNimsePMgitZE1ZInWc0cRNGKw+qQxRC1QY2qwiqQSBAUTa+IQ0ORqtsBLjn6Kq1RKRCJ9r9zEGmUsijEeYiYUBHZvU6GYRgm4rCUW6BQK9BjVo8GH6sphphJA7mE3ASkdAxuOfesC7KQdUEWTv50Eme2n4HD4ohogYiIUJFXAbVBjZi0GCRkJ4S7SUwEIg34a3oQEVGTrF7YUFggOofkSabUKqFUK6FQKZqUR2mw8RBFyOlxFqxcd00JKfQQcBeIohHJg0ihUrBAxIScyO11MgzDMBGJpdwCrTE4M3hSiJm51Izqs9XQxmkjvrxxY+TakTrFdosdWkTubKndZAcISMhOQOuBrcPdHCZCkSrzSYNcpdb5jIs2MeKf91DAAtE5XD2IAKfXTLR6EDlsDoAgPxOyR1VV9ApE6ninDZp6lc+GIiep1iih1DiTmLNAxIQKThTAMAzD+A2JFFQXb4VKAaVWibLjZdizbg8ObjwYlOOGksao1iUNoCM9T4vsGRKkRN1M80RKvC7dJ64CaDRiN9shKAQoNcqoF4hcPYgA53u1KXmUBhPXfEwAiyKu+ZiaepXPhuKapBoAdAm6JisQOawOHN18FCd/PInSo6X1eveJdhGlx0qD3zgGAHsQMQzDMH5gt9iR92ue7DESzBwAbUa0QXVhNQr3FDaJqhyN7UEUybBAxPiDR4iZqwBqDFuzwoZrQupoF4g8PIj0alQVVEVl+KEslnnxIIo2RIcIctA5W+jVEJRC1ApErmXuAadAVJFXAVu1rcl9f0/+eBJF+4sAAGd2nIFCpUDHyzvCkGzw+xhFB4pwfOtxdBjfAcasKPyIhBj2IGIYhmHqpOx4GQp3FaLkcAkgALGZ9U9MXZO4FnHI6JkBfaI+4gURoHE8iJpK6WsWiBh/sFZZAeGcqNpUBNBQYTexQCRR04NIbVADFJ32cC3rDkS3B1FNWwDOENVoFYi8eRABTS8PUWV+Jc7uPQtjlhFdJndBy/4tIdpFFOwsCOg4Uj+s+mz0FjsIJexBxDAMw9SJ9DHuML4DYtJjoFAGf35BqVWCHATRLkZkqXSHzQFblQ3WSiuUGmVIbCAhDZYifQAte1OxQMTUgq3K5vQA+LsSU1MJoQwVdrMdhhTnbLlSrYSgEKJSEAG85yACnN+cUHppRiKSKFLTFtHoQeRVIIrVRK0gUNODSBvv9OI2l5qbjAeN6BBx7LtjEJQCWl/cGrp4HfRJehQfKkbJoRK0urCV3znpJHtEczXMUBKWHviKFSvQp08fGI1GpKWlYcKECdi3b5/bNkSEZcuWISsrC3q9HkOGDMGuXbvC0VyGYZioR/IU0cRqQiaMRLpXwd4P92LXu7tQmV8ZUu8h4JwtInUAXXywGPs+3ofC3YUAWCBiasdWbZPDy4DIf9ZDCYnkrM6kO/cOUelUUSsQectBBERnqfuaooiUo489iJxoYjVwWB3yumiiOXgQndl+BuZSMzJ7ZUIXr5OXp3ZOhWgXUXyw2O9jSfYwFZmC3k4mTALRli1bMH/+fPz444/48ssvYbfbMWrUKFRVVcnbrFy5Ek8++SSee+45/PLLL8jIyMDIkSNRUVERjiYzDMNENY3hKRLJXgWiXYS51Ax9kh4ZvTKQfXF2SM8nexBF6KCxYFcBKk9XghyE2MzYkAtmTNOFiGCrdq/CJA36IvFZDzWyxwwLRAD+todwzjNC8hqKxlL30r1RM6wqKj2ILN4FIiA6E1U7bA4ICkGeoNPEaiAohSYjEDmsDpz+4zR0CTpk9MxwW5fYNhEKtQJn9571/3h/exCZS80QHWJQ28qEKcRs48aNbn+vWbMGaWlp+O233zBo0CAQEZ566incc889mDRpEgBg7dq1SE9Px5tvvokbb7wxHM1mGIaJWmzVNijUipCGfkWyV4HUIY1vHY8WfVqE/HxS2En5yXIc2nQICTkJSO6QHPLz+ovdZIc+SY8uk7uEuylMhGM32UEiuYnLshgchZ4AriXuJVQ6VfSGzlgc8rsfcAmrimYPIu05UUQdo0ZFXvRNjnuzhWtOJn2SPiztCheizT30XhCEJlXJrORwCchBSO+RLocaSyjVSiS1S8LZPWdRfbZaDr+tDcmDiESCucTs1z6M/0REkoeysjIAQFJSEgDgyJEjyM/Px6hRo+RttFotBg8ejB9++CEsbWQYholmGiMfRCQnZpYEIqmD2hgYs4ywmWwoPVqK07+fbrTz+oPdbGevIcYvalYwAyJbDA41NUOqAOe7z2F1gEQKV7PCht1idxdEXHIQRRtevWZiNCAHRZ2Hma8QMyB6PYhq5ufRJehgrbRCtEe+B03xwWIISgGJuYle16d2TgUAFO4p9Ot4rtdsKuYws2AT9t4dEWHx4sUYOHAgunXrBgDIz88HAKSnp7ttm56ejmPHjnk9jsVigcVyrjxyeXk5AEAURYhi8B8cURRBRCE5dlOG7eIdtot32C7eiUS7WCot0CXoQtomQS2ARILVZPV6nnDaxVxuBokEVYyq0c7fdkxbAMC+j/bBUmbxed7GtovoEGE3Owd1kXSP1sTVLpHczuaOlD+FQ8yc+PIgApxiSdQlZrY43IR3zkEEd4+qmHMeVa73THPHm0Ak2SIaBSLRJsr5hyTkPERl5oBKxDc21iorKvIqkJCb4DMJtSHFAEOKAcUHi9HqwlZ1eqs7rA5AAEDORNXJiBwP6+ZA2N80CxYswI4dO/D99997rBMEdxc0IvJYJrFixQrcf//9HssLCwthNgff/U4URZSVlYGIoFBEhCNWRMB28Q7bxTtsF+9Eil0cNgeOfHIEtmobSCTE6eNQUBBYKdJAMFWYUF5Rjvxj+bBoLG4eB0B47GI32WE6a0L5sXKUV5Sj3FQOS4Gl7h2DSEV1BaqLq33avrHtYquyobyiHCqzKqT3Q0NxtYtrjkOmcZHyp7iGmAkKAUqNMio9iGpW7QLcS91Hm0Bkt9ihTz4XLqRQKqDUKKNaIHIVAiRh1VoZXWFV7EHkjsPmcBPZAciJns2lkS0QScmnk9vXLuIktknEqZ9PofJMJeJaxNW6rWgXoY3TwlZt40TVISCsAtHChQvx0Ucf4bvvvkPLli3l5RkZzuRV+fn5yMzMlJcXFBR4eBVJ3HXXXVi8eLH8d3l5OVq1aoXU1FTExdV+k9UHURQhCAJSU1N5YOsC28U7bBfvsF28Eyl2MRWboBN0iG8RD12CDmnd0mBMC105VYvOgiJjEaxHrThz9AzSe6SjRb9z+X7CYZdDmw6h7KgzDDo+Ph5ZuVlyMtXGoiq1CopyBVJTUj1i94HGt0v12WrEGeOQlpWGtLS0kJ+vvrjapbKyMtzNiVq8hZgBzoEfexDB7f+jLYxItIsgB7mJZYBTTIzWJNVKjdJtMtzVgyia8CYQKdVKp3gYhUm7a/UgivA8RMUHi6HUKBHXqvbxuLGFs39ZcaqiToFIqgSpSlJxqfsQEBaBiIiwcOFCfPjhh9i8eTNyc3Pd1ufm5iIjIwNffvklevXqBQCwWq3YsmULHn30Ua/H1Gq10Gq1HssVCkXIOsyCIIT0+E0Vtot32C7eYbt4JxLsIlpFCAoB6eelI61r6IUAfYIerQe2hrXSioKdBbCUWTyuv7HtYq+2Qx2jRsv+LaGN00KtbfzZfZVWBUEhgBwEpcq7ONWYdnFYnNVUNAZNxD+3kfAcRTveQswAZw6eaPQg8pWDCIg+gchbImLAGWZmLonsQW8ocFg988y4ehBFE97C7QCnF1G02QL4OweR2jMHERDZApGpxARTkQkpnVLkCmy+MKQYoNQo/UrKLtpFKDVK6BJ0qDpTBWultVFzRDZ3wiIQzZ8/H2+++SY2bNgAo9Eo5xyKj4+HXq+HIAhYtGgRHn74YbRv3x7t27fHww8/DIPBgBkzZoSjyQzDMFGHt1CIUJPWzSlEFR8qjojBkt1ihyZGU6drdCiR87VYHY36W9TEXGpGwc4CuTPKSaoZf7BV2aBQKTwGviqtCtaK6BvosQfROXx9Y9QGNSpPV4JE8uo12VzxJhBFtQeRAI9cNJpYDcpPlteadqS5IdpFgODhQaRQKaCJ1US0QFR8wBleltQ+qc5tBUGAMcuI0mOlcFgdEFS+f1+HzQGFSiGHp5qKTREpEJUeK8Wpn0+h0+WdfOZfikTC0rtbtWoVAGDIkCFuy9esWYM5c+YAAO644w6YTCbcfPPNKCkpQb9+/bBp0yYYjaELb2AYhmHO4W0g01iodKqICDFwWBzQxnl6pzYmUqdCKusaLs7uPYvC3c4KIwqVIqryYTD1x1pl9QgvA5xeIw6rI6oGesDfoojgHjoTrQKRN28qAHIeJpvJ5uF51pxxWBxQJ7o/KyqtCgqVIuq8ZqRwu5poYjUgkZyVVQ3Rka/LYfv7OfES3q5L0KEyvzJi36Mlh0ugjlEjNiPWr+2NLYwoPVqKirwKxLX2HmZGIoEcBIVaIedeqi6qRnzr+KC1O1iUHC6BucSM6qJqGDObjoYRthCzuhAEAcuWLcOyZctC3yCGYRjGA1+d98ZArVfDUt64yaBrQiKF3WsHODdrKLnchwtp8Nr96u5QapV1uoszDOD0fPCWQFV6riLhGWtM7Ga7M2zUZTAXrQJRbR5EgPPeiSqByIsHEeD0IopGDyJv7wXXRNXRIhBJk0M1PYgAQBuvRfnJctiqbBHnQWMqMcFSbkFq11S/xSsp91BtApGrYCZNVEVqourqs878SE3t+eXeHcMwDOOVcHsQiTYRoiN8XjNyDoQwlxaWZg2lTlG4sJvtEBQC1AY1i0OMX4h20ekV4WUgJwnP0Zao2mFxeObciVKByNckhBS+ajdFjz1EuwgSPRN2A848RNHmQeRLLJMFoqrosUetHkR/VzIL94SaN8qOOQt8JGQn+L2PLkEHtUGN8lPlPrdxFcwUKgW08dqITFQt2kU5/K+pJVbnHh7DMAzjlXDkIJKIhAGTdP3h8KByxTUHUTixW+xhF8uYpoWvCmbAufdKtCWqljyIXFGonAOdaBOI/PEgiha8Ve2SUMeo4bA6nLloooQ6BaImJpg5rA6c2XEGlorAhZy6PIgAwFwWeXmISo+WQqFWwJgVWGhVXMs4mEvMPp//moKZIdkAS5kl4p4PU7EJ+Dtoqqm9y1ggYhiGYbwiVasKR2I9WSAK4wyyNLsd7vAXqVMY7hxE3jwfGKY2fFUwA1yEzyjzILKbvQutKp0q6gQif3IQRQvyhIQ3USQKK5nVFm4HNC1bkEg4/NVhnPzxJHa/txv52/NBYt3pViT88iAqiywPIlu1DVUFVYhvFR9wonlJUPJVzaymYOaaqDqSkMLLABaIGIZhmCaOqdiE4oPFMJeawyYISCEGBTsLkL89PyxeBtJgLdyiSMR4EPkY2DKMLyS3em8hZtK9FO77ujFx2BzOMCIWiACwB5ErdXkQAdETVuWwOQBqPmLZiR9OoPxkORJyEqA2qHHqp1PYu36v32HjtXkQaWI1EBRCxIWYlR3/O7wsJyHgfY0t/haITvkQiP72FHL1IAIQcWFmkkAkKIQm9+xyT49hGIZx48BnB+SOuSHFM7lsY6BLcM6KFe0vkpelnZfWKOcWHSKqzlShMr8SQPg9iKROUPGhYljKLUjplNLovwsROUPMoiiZMNNwpE6x1ypmfw/+okkUqS3xv0qnisgwkVDiMwdRBHiQNja13RtSWFVTy2NSX2oTywSFAHWMuskIRAU7C1C4uxDGLCPajGgDIsKpn07JyzN6ZNR5jNo8iASF4Cx1H2HvjtJjpYAAxLXynmi6NjQxGugSdCg/VQ59Z89qqdL94eFBFGGJqqvPVkOlV0GtVze5Z5c9iBiGYRgZIoKt2obYjFi0HdUWbUe1DUs7jJlGdLuyGzpe1hFA4yZgPLPjDPZ/sh/5f+YD8O790JhoYjVQapSoLqxG4e5CuV2NiWgTAQp/wm6maSEJzV5DzLSR4RnXmNSW+D8SEvM3NnaL3Zl/qUbSe0EhQKVTsQfR3zRFr5mGUJstAKc9msKA21JhwYltJ6CN16LNyDYQFAIUSgVa9m8JdYwaBX8V+PW81+ZBBDjzEFnKLX5VCW8MRLuI8pPlMGYa6z2pZMwywlZp89r3q+lBpInRQKlVRpQHEYkEU7EJhhQDlBpl2IuMBAoLRAzDMIyMNIupS9QhISchrGVTtUYtYjNioVArGlUgkjqeLS9siTYj2yAmLabRzu0NpUaJ7jO7o8esHmEbNEVKuB3TtKg1xCwKk1TXlvhfDrmLopxMvvLMAM57JppyEMlVM+so7R4N1OZNBTjtYau2RbyYWrS/CCCg1YWt3H5XQSEgvXs6bNU2Ny9pX9TmQQQ48xCRgyJGNCs/VQ5yEOKz4+t9DCnMrPq0p+gj2cNVMDMkG2AqMkWMSGYqMYFEgiHFAIVaEfYckoHCAhHDMEyAkEiwm+2wm+0R8zEKFuGsXOYLrVHbqAKR1FFP7ZKKxNzERjtvbSiUCqh0KuegqREFIlOJCTve2IHdH+wGEFn3BRP5WKusUOlVXpOURmOZ+7o8iFy3iQYcljoEIvYgAuC8NwRl08tjUl/q9CBqAiF3RISifUVQG9Rew6xSOqVAqVXizPYzdSaslsQFX/aItEpmpUdLAQRW3r4mUqLqqjNVHutke7gIZvpkPUS7CGtFZDwjUv4hQ4oBSrUSol1sUuMFFogYhmECZPcHu7H91e3Y/up2HPriULibE1Tkyl0RFEqkjdPCWmlF2YkymM6GPsbcYXPIruCRRmMPmqrOVMFWZYMuXof41vH1SjjJRC+2KpvX8DLAJQdRFHkQ1ZWDCIgygcjquzKiSv93yF2Ela4OFbVVMQOaTlhVMPBXIIpkj6qKvApYK61I7pAMQfAikKuVSOuWBku5BSWHS2o9lpxzR+W9TxJJlcyICGXHyqBL1EEbp633cVRaFfQpelTnV3sIK748iIDISVQt5UMyJBsiphJtIERe75dhGCaCMRWbYC4xIyYtBiq9KmI+RsEiEkOJdAk6gIBDnx/Ckc+PuJUODQW1hT2EG7VBDdEuNlreFkmMyh6cjXZj2snJwxmmLqR8Zr5yeAmC4MzNwB5EbsuiSSCqLfG9XOo+SryIZFGklrCqSBZEgklzEIiK9jlDx5I7JvvcJq1rGhQqBfK3155XUM6548uD6G8hJhIqmVUVVMFutgdlMimuRRzsFrtH8mlfHkRA5CSqrj5bDaVGCW2cVm5nUxK7WSBiGIbxg9JjpTj89WEc++4YACDrgiwYkg3NbnATiSFm6T3SkT04GyldUgAA5tLQulGLNtFnMshw09jln6UcINJgjWH8xWFxlnT3VsFMQqlVRpUHUW3vV0kYiBaBSHSIIAfVGmIGIGryEMneZT7yzGhiNXBYHU0u2W198FsgitCQO4fVgZIjJYjNiJW9e7yh0qmQ3CEZpiJTrZONdXkQRVKp+7Jjf5e3b0B4mYRc7j7Pvdy9Nw8iXYIOgkKIiElbIkL12Wq52qzUzqb07EbOCIBhmCZHyZESnNx2Uo6tJdH5TxevQ/agbCjUCmiNWp8ftabEqZ9OycKENk6L2MxYnN131nntInnNsdEUicQQM5VWhZSOKdDGa3H4p8Mh7xRGtAfR34Ptwt2F0CXokNQuCYIqdPeeVGY6ku4HpmkgPae+QswA57MdLYIIwB5ErtSViFgSiKKl1L3D6oBCrfDZl5De/dZKK/SJnqW/mxNN3YOo9GgpyEFI7uDbe0gisW0iCncXovRwKVTZ3r+zor32SStBIUBjjIxS96VHS6HSq2BINTT4WLEZsRAUAipOVSCzZ6a83JsHkUKpgC5BFxEeRJYyC0S7KAtEsgdREwox4x4fwzD1Jv/PfNhMNsSkxkBQCHLHpvxkOfau3wvA2clLapcECEBy+2Tok5pex8ZmssFcakZSuyTkDMmRr1OaBXZYHc1mAC3nQYigEDMJqYMc6jwMDqsj7KXtfSHNRhbsLADgHEym90wP2fls1TafSYYZpjbkCmZ1eBBFwqx3Y+GwOCAoBa+TJlEnENUhAqj0TntEU4hZbRMTromZo0Ug8uXJLCftjlCBqPhgMQSFgITchDq3jc2IhdqgRvGhYqRlp3ndxmF1+PQsk9DGaVGRVwEi8przqDEwl5lhLjUjpVNKUNqgUCmgT9Wj8nSl20SslCeyZr9En6xH8YHiWkNXGwPJi0kKe5Pe9+xBxDBMs6X6bDX2fbRPjqVN7piMnME5btuUHS9DVWEVRJuIgl0FOLPjDADAXGJGuzHtGrvJ9ab8VDlO/XRK7qwYs4xuHyTXJKtNXSCqPluN0qOlKD9ZDiCyQswk1Ho1BEEIvUBki1wPoriWceh8RWeINhEHPj+A8pPlIReIOLyMqQ+SB1FtYqtKq4LD6gjroKYxsZt9D1yiTSCqK5y5scNpw01dg1rJEy9SRZFgUpd4CERuTia72Y7yU+WIbxXvVz9KEAQktknEmR1nnN4vXjQif/okungdyk+Uw1btuzBAqJHCyxpS3r4mMRkxsBy2oKqgCrEZsQB8pwEwJBtQfKAYpmITjJnGoLUhUFwrmAFokkmqI28EwDBMRFN+shyiXURcyziodCpk9Mzw2Ca+dTziWzs/EJnnZ8JusePwl4dRVeBZrjKSKdpfhOqz1dDGaxGTFuPx0WtImWZrpVUeCOiT9GH30Dj18ylZHFJqlREpeAkKASq9KqSdwrryYkQCUrUOY5YRZcfLsPu93ag0VyJpShI0huB0DEuPlsJaaYWt2iZ3yhgmECQht7bBius7NBLfOcHGbvY9maBQKqBQK6JGIKpLBJCTVEdLDiKrA+p432JqpOfdCSZ2ix0Kle9wO8Bpj0jsU5YcKQHIGTrmL4ltnQJR+bFyoLPnetEm1vl+lBNVl1nCJxAdL4NCpUBci7igHVMSiCryKuS+iMPm3aNKilCIBIFIoVLIRT2ktjYlD6KmnxiEYZhGRXKdbDOyDXKH5daagA9wdv60Ri1i0mNgN9tRtL8I5SfLQSLVul8kYCo2QR2jRrdp3dBpQicPTwrXEDNXyk+WY/f7u7Hr3V3Yu2GvR4ffZrJh59s7sWfdHuxZtwcntp0I7YX4gcPqgEqvQpcpXdBterewC1a+UBlUqC6sxp9r/8TeDXs9yp82FDm2PYIFIonULqnQJ+rhsDpQXVCNitMVde/kB5YKCw5tOoQTP5yAaBehja9/qdpoY8WKFejTpw+MRiPS0tIwYcIE7Nu3z20bIsKyZcuQlZUFvV6PIUOGYNeuXWFqceiQPD9qCzGT3qHRkqi6Lm9TlS56cjLVlYNIqVVCUAhRlYOotu+Oaw6i5o4/eQA1sRqItsar6OkvJYdKICiFgJI0x6TFQB2jRsUx799wfzyIwl3JTLSLqMyvRGxmbFDzjupT9BCUAirzK8+dy4cHUaRUMqs+W+2c+P3bK7YpehCxQMQwjF/Yqm0wFZucHjUuZRv9RVL+j24+igOfHcDZfWdD0cygQSLBXGKWvTW84Rpi5krp0VKYik1wWB2oOlPlMctlLjGDREJCTgIUagVMxeFPqifaRSg1SugT9REZXiaR1CkJsVmxUGqUqDpTBWtFcDvLcrWQCK1i5kp8q3h0mdwFbUa2AeCcOQwG0gAkrVsaOl7WES37tQzKcaOBLVu2YP78+fjxxx/x5Zdfwm63Y9SoUaiqOvcOWLlyJZ588kk899xz+OWXX5CRkYGRI0eioiI4Al+kYK2yQlAKtb5PGuKF2dQgIjgsjlrzu0WVQFRHnhlBcHqMRkOImey5Wtu9oVVBoVKEPMQ6EvBLIIrAkDtbtQ0VpysQ3yo+oEkmQRCQ2DYR1kqrV68ofyqrShM54RKIKvIqQCIhrmXwvIcAp+e4IcWAqoIqeULQlweRWq+GSq8Ka5/aWmmFw+KQw8sANMky95E7CmAYJmKwm+34682/ZK8ffxLv1SQxNxHCSGdSwZPbTkZsYlJTiQmHvjjkzIshUq1JtX0NbmzVNkAAsgdl4+DGgx4dXEuF89qTOybDWmkNushRH+qqkhEpxOfGI61fGor3F+PYd8dgLjXLM2cNwWFz4MyOM/Jv0RQ8iCSkjqFUZa+hSPdrTHoMh5cFyMaNG93+XrNmDdLS0vDbb79h0KBBICI89dRTuOeeezBp0iQAwNq1a5Geno4333wTN954YziaHRJsVXXnwogmDyK5QmQtgplKp4K5JPyViBoDuSBCbV4zenVUCESyN5UfXjORJIiECofVUee7w7WSWaQUPyk9WuoML2vjf3iZRGKbROB/Tg8kY8a58CipOnCdSaqNWkBA2CqZSSkKgi0QAU4Pq+rCaljKLNAl6GoVzPRJelSdqQpbXrua+YcAlzL3EebtVhssEDEMUyemEhNIJMS3jkdMWkxAsdUSgkJAYm4iRLuIk9tORmynr+RQCSzlFhhSDdAn650V2HwgdfQr8yuh0qlgzDJCpVPBWmWF2qA+V3WrpkD0tzimjdNCY9Sg+my1W4WGcCDaRblqTFNAiu02l5rlfFcNofxEOU7/dvrc8esInYwkVFoVVFoVTEVODz9NrKZB+Vzk0KAIreTWlCgrcybtTEpyvkeOHDmC/Px8jBo1St5Gq9Vi8ODB+OGHH3wKRBaLBRbLOVG9vNzZGRdFEaIY3FnJgl0FOFtwFikpKQ06jqXSAn2ivtb2KTQKkEiwmWxBv45gI4oiiKje7bSarCCRoNAofB5DqVHCYXXAbrUHNUwjlNTXLjaTzfndUwu+7aFTorqoOuLvDW8EYheb2WkLhcr3vQE4Q6yr8quapD0k/LGL3WyHNl5bpy1IJJjLzTCK4cs340rx4WIAgLGlMeDfSJ+ih9qgRunxUrS88JzXrt1sdz4nSt/PiYTaoIapxBSW+6P0uLO8fV2/WyBI94o+RQ8SCRX5FdDEaWC32H3aQ5foTNZtKjWFpR9XWeCsuKZL0sntE5QCSCTYrfag2KbmMxSK37vpjAYYhgkbkldFSqcUJOQkNOhYCpUCSo0y4tykzaVm2KptKDteBqVGiU6Xd6pTsJEG0MUHi1F8sBhJ7ZOQOzRXriLhqwqLZE+tUeuc9YFzFiwYnjD1xZfLbqQiCUSlR0shKATEZsS6zdgEijSbnTM0B3Et4pqcOKJJ0MBUZMKedXugUCmQ1ScLSrUSMWkxAc+uSjk/mpoNIg0iwuLFizFw4EB069YNAJCfnw8ASE93rzyXnp6OY8eO+TzWihUrcP/993ssLywshNkc3Bnjw78cRnlhOZI6J0GhqJ9IITpElBSWwBHjQEFBgc/tqiqqUF5RjoK8AtjjItuLSBRFlJWVgYjqZRfTWRPKK8qhr9JDXeD92So3laO8ohynT5yuNXdTJFFfu5w9cxblFeUoLi2G0uT921NprkRZaRlOnzzdpLw6gcDsIt8blXqoCnwPzaqsVSgtKcXpE6drDUeLZOqyC4mE0uJSiEax1neHxWRBeUU5zpw4A0oJf05Lh9WBvH15iMmIQVFpUcD7i6IIMUZE4YlC5B3LkyfsbFU2lFeUQ12prtUeAGCGGdWnquvcLtjYqmwoPFGIhHYJQT23dK/olXqUV5Tj5L6TsBltKC8vh1AleD1XNVU7tz1wEnGtg+/NVBd5B/NQVVWFcls5KguceZPsJjvKK8qhKlD5fPcHQs1nKBTh6SwQMQxTJ1JIlMYYnMoIakNkuY3bqm3Y9d4u4O8+RkJOgl/ePGqDGh0v6whbtQ0nfzwpu7Xaqm2ISY1xenEI5wSiw18dRuWZSthNdqgNaihUCtmmR745ArVBjRZ9W0AT1/gVKES72GRmrAFnKIYmVoPK/EpU5ldCE6vBeTPOq/fxpOSBunhdkxRGMvpkQGPSQICA/D/zcXLbSQBOO3W7sltA4h97EAWHBQsWYMeOHfj+++891tV0fa/LHf6uu+7C4sWL5b/Ly8vRqlUrpKamIi4uuJ3g8sxymIvNSE1NhVJZv0GopdyCOGMc0lqkIS3NS93mvzGpTCgxliA+Jr7W7SIBURQhCAJSU1PrJRCVWcoQZ4xDamYqUtK8e2c5Mh2wn7Qj0ZjYIMG7MamvXSoNlRCNIjJaZvi89+0t7BALRCTGJsqTAk2FQOziz70BAI5WDogFIhJiEiImrCpQ6rKL3WJHnDEOyWnJtb4TxCQRhcZCxKhjIuLdUXyoGMYYI1r1bIXUtNSA9xdFEWVtylBhqoDeoUdimtNT31RsQpwxDilpKXVep7mVGWcrziIxNrFRv99n955FnDEO2edly+0OBq73SmlaKdQ2NVISU5z3R6r3+yNWGYvKvyphgCEs98UZxxnEtI5BRua5Cs9EhMS5ic4cSUGo1lnzGdLpgv9uZIGIYZg6cfV4CQZqg1qO040ELBUWOW7cmGUMKGRJytFSerQUxQeLnYmCyXmNgiDIYpi51IySwyXQxGpgSDXInljGTKOcVK+qoAr6JD0yzs+o5YzBR3SIAKFJCUQA0GlCJ1jKLSjYWYCSwyWwVFjqfY/WVXI50tEl6pDWMQ0KhQLJHZJhKjGhMr8S+X/k4881fwKCM+l0Wtc0CErBa34Hu8UOa6UV5jIzFGpFk/IoizQWLlyIjz76CN999x1atjwXLpCR4Xy28/PzkZmZKS8vKCjw8CpyRavVQqv1vLcVCkW9vXx8oYnRAASIVrHeXiwOswOCQoDWqK21fRqDBoJCcOaUCPJ1hAJBEOptc7I5w4jVerXP/WV7WJuGPSTqYxfR7izdXZsIqYlx2sNhcTQpe0j4axey/31v6HzfG4CzDyYoBNir7VCkND17SNRmF/k5qcMWCo0CaoPaaYsIuDfKj5dDUAhIyq2/52VMZgyqdleh6kwVktslAwDI4bSHSquq87j6BD0EhQBbpQ3a2MbzSK/Mq4SgEBDfKj7ov4V0r8RmxKL8RDkcFue3RaXxbg9DkgGCUoCl1NLo94XNZIPdZEd8a087xCTHBPVcrs9QKK6TBSKG8QMSCVWFVQA5Z+Sb2kxWfTmz44zTQ+NMJZRaZdAGz2qDGg6rA6XHSmGqMgFhnvyRPCYSchJqzTlUGzFpMSg+WIw9H+4BcM77Qm1Qw1RswqEvDwFwJq52TeKnT9Kjx8weEB0i/nj5D5hKGr/6glRZoakJRGqDGmqDGtZKK0oOl+DUT6egS9AhsU1iwLOrTal6WV1oYjXQxGoQ1yIODqsDtmobLGUWFPxVgIK/nC7ZOUNzkNw+2W2/Pev2yGJwtLzjgg0RYeHChfjwww+xefNm5Obmuq3Pzc1FRkYGvvzyS/Tq1QsAYLVasWXLFjz66KPhaLIHar3z3WU32aGNqd8gw1rlvI/qSjQrV4KMgspdUhhrXUmqgeiwR10V3QD4DNNubvg7QSEnZq5qvomqZVv4EUKnjlFHhC1Eh4iy42XOcvUN8NzRGDVQGVSoPO1e0h3wr28iF6woMzdqgYmKvAoYUgwhrYAbkxaDsmNlsm18PSsKpQK6BF1YKpmZipznbCren7XBAhHD+MHp30/j9O/nEtimdUuDNk4LbZw2KAlyIxESCad+PiUnT65PYmpfSLl2Dn9xGOUV5UhNS0VsWviqJQUjpCYhNwFlJ8qcoVpKhVzpLSE7AWfKzsBWZUNMWgyMWd6TKSqUCmjjtGGpYNNUBSIJY5YRglJAyeESAEDJkRLkDMlxdhQSdX5VsnDY/u6UNiOvGUEhoPVFrQE4O92Fuwtht9hxZvsZlJ8sdxOILBUWWCusiM2IRVzLOJ/3KVM78+fPx5tvvokNGzbAaDTKOYfi4+Oh1+shCAIWLVqEhx9+GO3bt0f79u3x8MMPw2AwYMaMGWFuvROV4e/cFw0YlEs55up6pypUCihUiqiqYlZXmXsgSgQiP0qZS/ePlBetueKvQCR59DXnSmaBePNqYjUoP1EetopVEpWnKyHaxAbn6AScXuWlR0phN9uh0qkC6ptIfevGrBJsLjXDbrYjqX39Jlf9JSbN6YFTkefMt1Nbf1WfpEfJoZJGz60pVzBLZoGIYaKC0mOlUGqVyOqdhcLdhSjYeS4xWtdpXZtUxSN/MZeaQSIho1cGWvRpEdRjp3dPhzZOi8qCSpRvK4e51NzkBSJNjAbtx7b3WJ55fiYyz8/0socn+kQ9yo6X4cxfZ1BWWYbU1MDj2OuDLBA1Ue8ZtUGN82acB4fFgcI9hSj4qwB7P9wLAMgenI2UjnVXY2pOHkTeUGqUyOjpDG8qPVqKqjNVbuurCpx/p3RKQXKHZI/9Gf9YtWoVAGDIkCFuy9esWYM5c+YAAO644w6YTCbcfPPNKCkpQb9+/bBp0yYYjZEhygXDa0N+p/oRoqbUKmXxpDnDHkTu2C12GGJrH0jJiXrZgwjAOQ+iSCvyEUwCFYhIJDmvY7goO+6sVhmf3fAJ49jMWJQeKUVlfiUSchIC8yCSBKKyxhOIKk47BRtjZmi/XzGpToGo/JSzgmdt9pAEInOJWRaWGgNJINInN838YK6wQMQwPrCb7Tix7QREmwhTkQlJ7ZKQ1i0NKZ1SUH22GqZiE45/fxxHvz0KXYIOca3ikNQ2tAp6YyK5Z4YiEaJSo0Ryh2Ro4jU4tO1Q2GfDIiUpryHVgNKjpTi17RTKK8qRmZ2J+Jah91CTOyBN1IMIcIbFqPVqtOjTAlqjFnaLHad/O43qwmqgY937izYRCrUirLOQjUVseiyK9hfht5d+g6Bw5iOSOuWN2ZlqjhDVXU1HEAQsW7YMy5YtC32D6oEUYtaQQbkU9uHPO1WlVUWFIMIeROcgIv88iIJwLzYF/BVFlGpnqH+4+0yhJFCBCHB6VIVVIDpRBk2sBvrEhveXYzOdk6UVpyuQkJMQkAeRQqmAJlbTqB5EUshXqEPalBoldIk62cu+NntIHjzVRdWNLhDpEnTNwhOdBSKG8UHJ4RIUHygGAAhKQc5No1A5k6XFpMfg7N6zqCqoQlVBFcpOlDULgaj0aCmK9hfBXOZ8CYeyUoaUnyJcnR0igmgTYauyQVAKYU9QnNEjA3Et4lBZUIldn++CqdjUOAJREw8xc0WhUiCtmzOpVcFfBX7ndPJnsNJcSOuWBtEunrv/TTYo1AoYWxjlHAZM9BIUD6IqG1Q6FRTKut8pKp0K1UWRU7QgVNgtdggKodbBg+Rd1NwFItHmLIxQV54ZpUYJhUoBm4kFIglNrIYFor9xFYjCNblhKbfAUmZBSue6PZX9QZ+oh0p3Lg9RIB5EgNOLqDGLwFTmV0KXoAtKda66iEmLkQWiujyIADRqHiKH1QFLuaXeeUwjDRaIGMYH0gu2+9Xdvc5MCIKAThM7gRyE4/87jqJ9RbBV28LuhdJQ8rfno+pMFQSFAH2SPqThcyq9CoJCCFtnZ9+GfXJojVRuPpwICgExaTFQxThfzY31cWtOApErugSd3zmdGjtWPZwYUgxoM6JNuJvBRChSWE9D8r7Yqm1+V0CTQszCnUck1DgsdYvQgsI5UdHcBSJJBPAnqa1Kr4qKHESCQvDrG6yOUct5WJojgdwbrgJRuCg78Xd4WavgTebFZsai9GgpHFZHwPkRtXFaVORVyDmMQom10gprpTVo4lhdxKTFoGhfEYDa7aGJ1UCpUTaqQCRNcjSH8DIAaF6jAYYJAkQE0SGi+mw1VHpVrYKPIDg/6FJsbCSVbq8vtiobDCkGnH/d+egyuQsEReg67IIgQB2jhrnUjIq8ikZ1iyVyVqbTxmmR3DEZLfu1rHunRkKtV0OlVaG6sLpR7CIJRM1NINEl6mA327HjjR3Y/f7uWj0iosmDiGFqQ6FUQKlVNjjErK4KZhLSQFAaGDZX7Bb/BmwqXfMPuZPyMfnzzlUb1FERYubv90cTqwE5qNneIwF5EIXZCx0Ayk84y9sbWwQvB48x0wiQ0zsnYA8il0pmoaax8g9JuJ6nLnvok/RyVbHGQE5Q3QwqmAHsQcQwbtgtdux6Z5f84Y1rFVfHHk6kF8KhLw9BoVQgq08W0rqGuXZ7PSAi2KptjaqAa4waWMut2P/JfihUCvSY1aNRPFnsJjtAQFzLOLQe2Drk5wsUbaIWpiJTo9iluXoQJXdIhqXMArvZDlOxCRWnK3yGgYo2kQUihvkblV5V70G53WwHOchvb1opzMhhcYS0THK4cVgcssdDbah0qmYdQgQEJgKo9WpUFVQ1aw+zgAQiF1GkMcJ6GptAxUMI4ROIRIeIirwKxGbEBnWCzTUPUX08iABn6FtsemjzAlXmN07+IQldwrmIhrr6q/okPSrzKwOarGgIzanEPcAeRAzjRlVBFexmO2LSY5DUPgmZvfyrPmVIMSC5YzKMmUaIdhGlR0tD29AQYTfbQSI1ystUIqNvBloNbIX41vEQ7WKjeRFJOQ0iNSQws3+m0y7ZobOLzWTDmb/OyPdrcxOIjJlGdLysI3KH5wKAR7gZic7w0EObDsFhdTTbCmYMEygNCesJpIIZED2JmdmD6Bz+JOyWUBvUADXv+yNQDyLgXCL45kYgFUWlIgvhEogqT1dCtIt+Tyb7iz5JD6VG6Tx+gB5EUlqIxqhkVnm6EppYjV/Cd7DoPKkz0rqluYlF3pDzEDWSF1H12WpoYjXNZpKjeVwFwwQJ6UXSsn/LgJR3QSEgZ3AOAGDPuj2NWmIymEilUxtTNNEYNUhtmwqlWomy42WwlFtCmhhbQhr8SPk2Ig3JLiqNCmXHQmOXwl2FOP37aflvfwd0TQ1dvA4Q4JGwuqqgCoW7CgE4n+HGmgVjmEhHpVPBUemAaBcDFo6lgWugIWaS50BzRLSLIAf5JQKodCqQSM06L1qgOYgA5zdbqmrW3HBYHNAa/SsQIH2nm6uXmSSW+estponVwFwa+nAqb5SfdJZcD2b+IcCZfiE2M1YOX1Oo/K+w6upBFErsZjvMpeZGT8psSDH45aUjRUKYik2Ibx3aYi+iXYSpxISE7ISQnqcxicyREcM0MlWFVTAVmVB6rBRAwyp3SRUE6tOxDickktzhCIdQ0FgfNYlIKW1fF6G0izQgaze2HXTxOvlczQ2FSgGt0Zm48fDXh6FP1COjV4bsHt3h0g6NFkPPME0BlV4FG2ywVdsCfi8EOtHgGmLWXJEFET89iADnAKy5CkQBhxHB+c1ujMmjcOCwBe5BJD1nzY1A8wFqYjXOXD1h6HOXHS+D2qAOyX1pzDSi7FgZKvMrA5rIVKgUUBvUIe9Ly+FlmZE5saZPbLxKZqZiE0DNJ7wMYIGIYQAABzcelD1K9Mn6BnXKpARxlfmV0CfpI16AAICi/UU4uvmo/HdjhphJSIMQU7EJlgoLNDGakCbIlkPMInxGUrJL9dlqmIpN0MZpg9YJknIPBTt+PhKJz45HwV8FKDlUghKUoOx4GayVVrlyHMMw55AFIlM9BKJAQ8yioLS7dG3+ehBJ+/jrVdLUCCjE7O9vdHMtde+wOQDy794AIiMxcyipj0AEOD0XQ1l1tybWSivMpWYkd0wOyfFj0s/1SwLtn2njtB4e08GmsRNUB4pSo4TGqGkUgUiqYNacBKKwuDd89913uPTSS5GVlQVBELB+/Xq39USEZcuWISsrC3q9HkOGDMGuXbvC0VQmChAdIuwmO4xZRrS/pD3aj23foONJcbEHPjuAHa/vQPHB4mA0M6RIpd4T2yQitWtqWEJt1AY1FCoFivYXYedbO3HgswMhOY+pxIQzO86g/ES5fN5IRm1QQ6FWoPhgMXa/vxv7P90ftGPLyamVTcfTrb60urAVzr/+fPSa2wtxLeNgKjbBYXUgqV1SVFw/wwSCNGNdn0TVAYeY6Zp/iFl9PYiaKwElqXbxIGqOBGILwOkh0pwTmQcqEIUr5C4U5e1dMSQb5EnSQPMjauO1cFgcIX2nVp6uhEqnqjMXUDjRJ+lhLjWDRArpeZpbBTMgTAJRVVUVevTogeeee87r+pUrV+LJJ5/Ec889h19++QUZGRkYOXIkKioqGrmlTDQgew4l6RHXMq7BgkFCTgKyLshCatdUAOfEl0hG6ojmDstF64tahyU0ThAE5AzNQXqPdGjjtajMrwzJS/3E/07g5I8nUZFXAYVaEbE5iFxpM6INsi7Igj5Jj+rCaogOMSjHFW0iBIUQUk+tSEIQnLH87S9pj15ze6HX3F7IGZIT7mYxTMTREIHIVmWDoBD8rrAUDSFm9fUgaq5IA9dAcxA1RwIViACnKNKck1TXy4OokQWi8hPlgOCshBsKFCqFnEcn0D65nKg6RGFmDpsD1UXVEZ+3UZ+kB4kU8hxV1WerodKrIn7CORDCMjIaO3Ysxo4d63UdEeGpp57CPffcg0mTJgEA1q5di/T0dLz55pu48cYbG7OpTBQgdcKCJRQo1Upknp8JIkLRvqKwJc8LBLvZDqVWGXahIDE3EYm5iQCAM9vPwFJuCfrshHTMnCE5UMeom4T3SHyreMS3igcR4fRvp2EuMQdlpkK0i1y5i2EYD2SRoh6Dclu1LaCOcjQkqWYPInccVoecfLcu5BAz9iCS0cRqUH6iHETkd/LipgCJBHJQQP0SyVOxMXMykUgoP1WO2PTYgH63QIlrGYfqwuqAw6Tk3JVlFsSkBj+EvupMFUCRm39IwpDs7CdXF1WHLH8ZiQRTsQnGrMgMtasvETd1fuTIEeTn52PUqFHyMq32/9u77/go6vx/4K/ZbE2y6T1A6CH0phRLQDxUiqjfs56Fs4Eepxz6U/QKWMHuqaecnoKgZwURG4oKWBCUEroxSKhJSCC9Z7Pv3x97O2azk5BsNslm9/W8B49zZ2ZnP/POZPPe936KCenp6di0aVOTBaKamhrU1PxWKS0tdQwfsdvtsNu98217Q3a7HSLSLufuyrpiXGoqaiB2QZApyOvtNlqNqCys9Pm41FbWIsjo/es/nabiYgo3QeyCilMVMIZ5bz4ksQtqymoQ0TMClhiL2gZf01RczJFmiF2QtzMP5igzqk5VQewCXZAOcUPj1D+GLWWrtUHRKT4ZAy2+/nvUWRgXbQ3jwti0Tpt6EFXWtWrZY51eByVI8euCCHsQuaqvqW/R/EOA4/4IMgb57xxENR4UiEKMELs4Vnbzo14LHvWm6oQhiOV5juXnvb28fWORvSKRtyNPXeq+pdp70Rfn/ENdoQcR0L4TVVcXV0PqpdX5t6/zuQJRXl4eACA+Pt5le3x8PA4fPtzk8xYtWoQHHnjAbXtBQQGqq73fg8Nut6OkpAQiAp2O38A7dcW4FB8rRmlZKUoqSmDP9+6HiCpUoTS3FLs+3oXKmkrUj6+H3uBzv3YozC+EMdSI/Pz8Dn3dpu6XKlsVSstKsXPVTiiKgpihMYgdGtvm16str0VpaSkMNkOHX2trNBWXOtShrLwMpdtL3Z5zaPshxxAqgw5hKWHQGXUwhZkQ0TeiydcpLiyGvd7u07FoqCu+v3QExkVbw7hUVPj+UF9f4uxR2toPXSKCuqq6Vk/8rjfp/XqIGXsQuWrtMCK9Rc8eRA00nJg50AtEeoseUDq2QNTe8w85BccEI3FUYqsngm7vAlF5Xjl0Bp3PF0VMYSYoQUq7Foj8cf4hwAcLRE6Nu0yerhvlfffdh3nz5qmPS0tL0b17d8TGxiIszPsVXrvdDkVREBsby4S8ga4YF3uuHeXWciR0T/D6akZKmoKjp47ClmtDbXktTCNMiE5unxUP2uK48TjC4sMQFxfXoa/b1P0isQJdsQ51FXUozyuH7bgNocNDUVNag5IjJRC7QG/SI3lMcqvGZpfZyhBmDUN89/gOv9bWaO73KObmGPWbVHOEGXqTHmW5ZSjYWwCxCypPVqIurw71qEcd6tBreK8mE8j84HwEGYJ8OhYNdcX3l47AuGhrGJfy8vLObk6Xow9u/YdyW7UNkNZP/q836/16iFlrehA5e9b4c4HIVmNr1WqphmADqot8f7i+JzydgwhwfOnVHkOIOosnsVAUBQaLoUMLRKVHS6G36NU5gtpT0qikVj8nyBgEvUWP6pJ26CBRb0dFfgWsidZOn5bidBSdAkukBVWnWCBqLZ8rECUkJABw9CRKTExUt+fn57v1KmrIZDLBZHJfDlSn07VbwqwoSruev6vqKnGpq3QUHyrzK6HoFBhDjF5vc/zgeET3i0Z1aTV+XPYjynPKEdu/7T1hvMn5B9kQbOiUn1lT90vK2SkAgBO7TuDY5mPIXJ3p9tzQhFBE9zt9wa34cDGO/XBMnffAHG72+fuzqbhYIiywRLgmJeHJ4QhPdnyTJXZBbUUtin4twvEfj6PqVBVMoU0slWx3JBK+HouGusr7S0djXLQxLp4zBBtaPaxHXeK+lQWiIFMQ6or8s4cI0OCDbwuGVSmKY4Jvfy4Q1dfUIyiyFQURiwHluY6FK3z9Q2lrtebecHL2IOrIeXc6Qn3d/2LRymXdDcEdVyCqrahFVWEVovtH+/T8T6YwE2pKvN+DqLKgElIvPj+8zMkSZUHlyUrYqm0tXjihNSpPViLIGKT22vIXPlcg6tWrFxISErBu3TqMGDECAFBbW4uNGzfiscce6+TWkT85tPGQutS5EqSoEyF6m96kR3B0MIxWI079fApFB4pgjjAj7bK0Tk90aspq1Em02+v62yp2YCygOCZUVnQKIntFQtEp2P3f3Sj6tcjxpiyOXoYQR6+axh9OCrMKUVNag+DYYATHBHeZP2yeUHQKTFYTwrqF4fiPx1GWU4bg6GAYgg1u95vdZm91IkZEgcFgMaC6sLpVE+F6WiDSmxw9iPxt0l0nW7UNOr2uxYsi+HOBSOzi+NvTioKIOs9MVV2reh51BR4NMQvpnJW72psnsQAc90d7DiNqyPm5ob3nH2orc7gZFScqWj2c83TK8xy9cX19gmqnhvMQeXsiaWevfW+PPvEFnVIgKi8vx4EDB9TH2dnZyMjIQFRUFHr06IG5c+fi0UcfRb9+/dCvXz88+uijCA4OxjXXXNMZzaUWqC2vxcmfT6K+rh7FJcVQuinQBTnmQAlL9s030arCKpjCTEg+MxmmMFO7L+0eNyIOSqGC2nLHtw9VhVWd2iWx9Hgpsj7JUh/76nLvOr0O8UPcew8GxwSj5EgJSo6UuGw3hZsw6IpBLh8yKk9WOopyl6a1e3t9hSXKAiVIQf7ufOTvzoc12Yr+U/u7HGO32dv9vieirklv0UPsgvqa+hZ/8+pxgcisB8TxAbElS593NfW1LZ+UGXDEoz2Gh/gCdT6mVvycnfeTrap1Q9O6gjYNMfOzpe7bUiASu7RbL5GGSo6WOJa399HPNk4N5yHy5meNstwyKDqlywxtbM8CUeWpSthtdr/80rlT/gpv3boVEydOVB875w664YYbsGzZMtxzzz2oqqrC7bffjqKiIowZMwZffPEFrFb/WkKuqxO7oPBAIew2Owr2F6grKpWWlaLmUI3aW2HIH4b43B90u82Ouoo6RPaJRGTvyA55zbCUMMSdEYeyY2U4sPYAKvIrOrVAVHbcsQpB3OA4GIINLRqq5Ut6Tuzp+CZH+d+cZQpQllOG4uxiHP3+qCOhVACI4w9kVL+ozm5yh1J0CnpN7IWK/AoU/lroNn+D2MWxAhoLRESkoWGvjZZ+6LJV2Vye21LO4kl9jX8WiGw1tlZdl96sh+2Ef/Ygcs411eqJiOGfS917UhTRBemgt+jZg+h/nAWzusqWv1d5QuyCsuNlCIkNafdCVFs5C0TVJdVe+6whIqg4UYGQuJAukzs654lqjx5mam8qFoi8Y8KECY7hIE1QFAULFy7EwoULO65R1GqFvxbi0IZD6uO4IXGIGRiDEzknEBEagaqTVcj5KQcn959ERM8ImCPMPvOG4pzZ3xxu7vDXdnZFzMvIQ9HBIliiLOqbS2hiKAwWA0TE0UZxJM7tMfyrIr8COr0O3cZ165Jd+i2RFlgiG83F0z0cJYdLULCvwO341q4C4Q8iezsKoNXF1Sg97rrymd3mWLHPV34nici3qKtpVdmAFn6P4vwA39oeqc7iia3GBhP8ay4HwFH4MkS2/O94wx5V3hwe4gs86jFj6filzDuKc27Elg4/dDKGGP1uDiLncu6e9CACHPeHs8dIe6jIdwzZ8vXhZYBjugUA6jQS3lB1qgr1tfVdqiBisBigt+jVyaS9qTyvHFCAkPiu0ZuqNXy7/Ek+rTzXUTntM7kPDMEGhMSFwG63wxxpRlhcGKwJVuRuz1X/mcJNSJ2eCiVI6bRvCJ1D4ZxvmJ0xqZjerEdEzwiU5ZahIr8CZTllyN/jWGY8yOSY6Kyusk79w6/oFPQ+vzdCE0KhM7R8DgMtdpsdv3zyC+oq6lBbUYvQhNAuWRxqiinMhCHXDFHnbhC7oxCt6BSYIzu+GOgrgkxBkHpxGVLGAhERNadhD6KWUoeYtfJLDWcxyh+XuhcRj3oQAY65i/yuQFTT+kmZPbkXu4rWDj90MoYaUXmq0q/m7WrLEDOg/QuIHbW8vTeoBSIvrv7XVXvMBMcEo+x4mdcnuS/PLUdwdLBfzuXJAhG1WuGvhairqEPpsVIYrUZE9IzQPC7IEIS+F/RF5clKVBdX49Qvp7DrjV0AgPih8eg2tlsHttohf08+Tuw6oT4Oju2cIV59JvdR/7sspwy2ahvqqupQsK8AtiobdEE6xKTFQG/WI39PPn794lcAjj+Cg64c5PGbUVVRFSpOVMAYakRIbAjiBneN5c1bwxBsaPXwBn/X8Nt5o94x3NO5WggLRESkxaUHUQvVVdZBb9G3Ogn356Xd7XV2tTdwSzWMh7+tjtPWOYj8jae9xIyhRkAcv3O+No2Dp5z3hs7QurykowpEpUdLoTfrO+2zQ2vo9DoYrUav9iAqyykDlK5ZICo9WoqqoioER3vnZ1ddUg1btQ1Rff1z+goWiKhVKk9WIvurbPVxzICYZo8P6xaGsG5hELvAHGlGTWkNSo+W4uTPJxE3JM4xjroDx/E6x2sPumJQuw3daq2Gk6bFDXIv2IR3D8eprFOoLatF6bFSFB4oRERKBPTm1ifhtWWO608+M9lv39TIncu38yGOJMq5/CkLRESkxdMeRJ78XW1YxPY3zmvytAeRv/FoDiKzf89B5MkiIepE1eW1flcg8sUeRHWVdag8WYmovlFdpseWOcKMspwyr/QyExGU5ZYhOCa4y/VqdM7BVHmy0msFIucomq5WLGspFoioRUQE9jo7ig8VAwBSzk2BJcrS4rG+ik5BwrAEAI65d47/eBy739wNAOg5oSei+3fMBMm1FbXQW/Rq18uuIDQhFKEJoairqsOuN3bhyLdHcOTbI7AmWdF/Wv/Tn6ABZ4HMGOofyQS1TMNvo8tyyvDLx7/8tq+L/aEnoo7h/NDa2h5EniTM/jzEzJMhVf5cIPIkHopOgd6s99sCkSm89b3EnHmcP81D5Ol8TB0xR1Xpsa6xvH1D5ggzSo+Worasts09EauLqlFfU98l5/NsWCBCqnfOWZbjWOgnNJEFIvofe70dZbllqC6tBvxvhI6mnz/4WZ3gK8gYhOj+0R6P44wdGAtbjQ12mx2FWYXI2ZaD2opaBBmDEJsW69XxoY3VVXTdrrgGiwE9J/R0zFt0vAxluWWor6tv1XAztUBk7ZoxIM80/HbeuZJDzIAYGEIM7ElGRJqCjEFQdEqLexDV19XDbrN7NMTXn4eYsQeRq7b0EvG3OYhExPMhZv/LZf1pJTNPY6HoFOgt7VtAdM4/FNat6xSInAu5VBdXt7lA5CyIeHup+I5gspoQZAry6kTVZbllMEeYfWIkSntggcgDdZV1yPo4C6VlpYiJjUForH9WD52c3SotURaExIUgrFtYm4o4QcYgdBvjmH8oyBCEvIw85PyUA8Cxgl10/2goQYrXu3CKiGOFg+j2W+GgvUX3i0Z0v2ic2HUCxzYfQ3luOazJ1tN+21JfW4/a8lpUFVZB0SmcoyfANPx2vupUFaAA3cd35/AyImqSojh6bbS0B5E6QbUHf1/8eYgZexC58qRgBjh6tFXkV7RHkzqNp6t2Ab/1IKqt8KMCUZ3nq/YZgg3tFgsRQemxUgTHBHepgoBztERVURXCe7RtYu2y3K45/5BTcEwwKk5UeGW4XU1pDeoq6hAxMMI7jfNBLBB5QG/SIyQhBKVlpagpqfH7ApHzD3LsoFjEpsV69dxJo5MQ1TcK9no7Dnx2AEe+O4Ij3x2B0WrE4CsHe7U3ka3aBrFLl+1B1JDzDfrA2gMAHHFMHJnY5PH7P9ivzjljCjN1mfHT5B3ODybleeWoKKiAOdzM4hARnZbeom9xr422FIh0eh2UIMUvh5ixB5GrtvQgstfZXVbj7Oo8jQXwv98zxf96EHm6yrEh2ODVCZkbqsivQH1NPcIH+f7qZQ15a6l7EXGs2NUF5x9ycq5kVl1U3eLpUZpSluvfw8sAFog8EmQMQtLoJORm5fpdd9eGirKLUJhViOoSxxtLSGyI119D0SnqL2rPCT1R+GshqgqrUHWqCjWlNV6ZK6jyVCUyP8xUl/V2TuzXlQXHBiNheAJqK2pRnF2MspyyJgtE9no7akpqYImyIKJXRJfsHkpt4yyKnvrlFADA2o/3ABGdnsFiUL9cOJ22FIgARwHFLwsiHvQgCjIGAYqfLuteUw+dQdfqLwDVeWaq6mCy+sfKbm0pECk6BQaLwe/mIPL0Z2sINkDqPR+y15zSo/+bf6gLDS8DHIVmvVnf5qXuq4scK3Z11Hyx7SEkzvEZtqKgos0FIucE1V1xPqaWYoHIQ+qSm5X+l8w45W7LVYcktWZCak+F9whHeI9wnPrlFA5tOITq4mrvFIgKKmG32RGaGApjqBFRfbr+nCuKoiD5zGQAwP7i/WoRT4tzeIA12YqkUUkd0j7yLYZgA/pP768mkl0tySGizmEINsBus7dovrs2F4jMer8cYuZJDyJ1eJ8/Fsw8/ADfcKUqFogcjKFGv+tB5HEsQn4bcmcxevfzSsnREgQZg9QiQ1dijjQ7phZoA2ePma78BbNaIMqvQExq8ytwn05ZThlM4Sa/nq6DBSIPOVf38MdvdwDAbrOjqqgKEb0i0Od3fTr0tb3VJdLJ+TPqPq67OpO9PzGHm9UimFa3a+eYbH8YWkee8+dvOoiofahDnaps7V4gCjIFoa7I/3IqT3oQAfDbApGtxubRMCJPVtXzdd4oEFXkV0Ds0q4LvHQEu80OCKAzeDZ8sGEB0Tk5szfYqm2oLKhEZO/ILhljc4QZ5bnlqKus8/i9uSyna88/BDg+AxmCDW2ex6y2vBa15bWIGdC2IpOv849BvJ1Ab9I7VvfwsyU37TY7So6UoGBfASDtM6zsdJzLfRb+WohjW46pS0t6yplMOJMLf+NcmaD0WKlmUa2tSTsREQUm9UNXC74Ma+vfWr3J0YNIRDx6vq9y9iBq9Zw7FoNfFojqa9reg8hftLVA5JwywR9i0uZYtNP90RWXt2+orV+6q/MPRXfd+YecQuJCUFVYpU454omuvJpba7BA1AZ6S8tX9+gq8jLycGDtARzbfAwAEBLf8QUivUkPc4SjS+SJnSdw5LsjbTqfM8FyfhPqb5xv/r9+8Sv2vrsXJzNPuux3DitigYiIiFqjNb026irroDPoTtvTqClBpiBAflvZyV84CyKtXRxCb9ajvqYeYvevgll9bX2re1MBrnMQ+Qtv9CAC/GOial8tEDmXtw/v3rUmqHZquNS9J5zzD/lDQSQkLgQQtGm5+0CYoBrgELM2cU78deDzA7BEWtQ5YbqyivwKKEEKeqb3RJAxqNOGpaRdloa6qjoc+fYIynLK2rQsYV1VHYKMQaddCr6riugZgW7juqG+th6523JRllOGmNQY1FXVobKgEuUnHJOp+cPk3ERE1HFa86G8LUMYANeVu7r6N9UN2WpsHn1B1TAe/vIFj91mh9jFoyFm/tyDyNOVu9R5d1ggapf7Q0RQerQUlmhLl/0dbLjUvSf8qSDScB4iT4fLleeWwxRm8vtpO1ggaoOQpBDUHalDyZESlBwuQdyQODWZ6qoqT1UiODoYUX07dyJnnV4Hk9UEU7gJpcdKUVdZ5/Evo63K5rfDywBHrOKHxAMACrMK1fG1Bz47oFbJFZ3i929mRETkXa3tQWSO9HxhCeeHZFuNDSb4xyTEgKMHkUcFIov/FYg8HW4H/K+HmcI5iBryqx5Edf+LhYc9ENujQFR5shK2aluXnm/GGGqETq/zuAeRP63Y5ZyH1tN5iGoralFTWoPo1K67mltL+e+n5g4QNzwOcZPjcCLjBHK25qCuoq5LFojq6+pxYtcJ1NfWw1ZlQ0RKRGc3SeVcqaK2vNbjAkddVR3M4W1fDa0rCIkLQeGBQuxcsRO2Khsie0cirHsYzOFmzQmsiYiImtLSHkRiF0chow05kHPYkXNSZ39hq7F5tCJrwx5E/qJNy7or/1vW3Q97EHlcILL6UYGojbFQdI6V/5zTKniDurx9F51/yMkcYfZ4qfuynDIEx3T9+YcAx71ljjR7XCDyp2LZ6bBA5AVqBb+itkuuknUq8xRyt+Wqj31pnKka27JaIL7lz7Pb7Mhck4nailpHD6L4wLjVY9JiUFteCxFBcEwwup/VvUsWLYmIqPM1XMWsOd5YDEHtQeRHBRGxC+x1do8+XPllgcjDFd2cDMH+VSBqS48qwFHAVYIU1JTVeLNZnaKtBSLA+/dHydES6Aw6hMZ37eFV5kgzKk9WOub/akV8q4qqYKu2Iapf544q8aaQuBCcyjyFuqrWd+oIlAmqARaIvEJdRcCLVeuOUFteC1u1DUXZRVB0CtL+Lw1BxiCfGorkLBDlZeSh6GARYgfFIiz59JX8qqIqVJ6shNFqRGhCaEB0BwQcVe3Ui1M7uxlEROQH1G/lT9ODyCsFIvNvQ8z8hTrHjAdDzPx5UmZP59zRW/Qez6Xii+pr66EEKW1aPt0YavSLHkTOyenbWiAqzyv3SntqympQcaICkX265vL2DYXEhqAwqxDleeUI79HyybbVHjN+VBAJjQ/FqcxTKDte1urpVMpyy2C0GtXPpv6MBSIv6IqTxNWU1mDvu3vV1THCuoepM937EnOkGUarEdXF1erShC0pENWWOX4WyWckd/p8SkRERF2V3nz6FVudRYy2FIj8cYiZs/cPexA5eKPHjNRLq3tC+CpvXIfJavJaUaQzeasHkd1mR31dvcdzGTkVZhUCAKL7df0vmK3JjgJP6fHSVhWIig8VQ9EpHk/o7Iuc1198qLhVnw/rKutQU1KD6P5d/35oCRaIvMDZg6j8RDkKDxQiODbYZ+e8qauqQ1VhFYoOFkHsgthBsTCGGBHZO7Kzm6YpyBCEIVcPAQDs/2A/qgpb9s2Rs1gXCFVeIiKi9mIINqDyVPPLAnt1iBl7ELk8x68mZfbCEDPgt9Vpu7r62nqPe1M5GUONsNvssFV7tlqer/BWgQhwjOgIimjb/XHql1MwBBsQ1q1rzz8EOJa6NwQbUHa8rMXPqauqcxSUuoe3+R71JYZgA0LiQlBytAT2enuLV7j2p9XcWsJ/fuKdKMgQ5OjWmFvuWP4u3ITBVw7u7GapxC6oLa9FfW09fvnkF/UPtCHYgO7juneZrpOWKAsqCyrVb9NKj5VCRBBkDHKbWFstEFlZICIiIvKU3qxHfU09xC5N5gteHWLmTz1m2IPIRVuLAC5Fs5Z3hPBZ9bX1bZ7WoeFE1f5QINIZPF9QRZ3yo7LOo4nhncrzylFTWoP4ofFd5jPS6ViTrSjMKkRdZV2L3qeLfi0CBH41/5BTRM8IVORXoDy3vMUFwOLsYgBo0SgWf9B130l8TP/p/VFdVI2C/QUoPVra4l/AjnBowyEUHihUHyeMSIAxxIiQ+JAu9cYXHB2MUziFfe/vg63GBqkXdV//6f1hTbSivq4edZV1qCqqgqJTfOZnQERE1BU17LXR1IdZbxSIdHodFJ3iV0PM2tKDSNEpCDIF+VWByNk7zNMeCQ3vRX9QX1uPoMi2DzEDHHPmdMWFcpy80YNInfKjom1Tfpz65RQA+NVworDkMBRmFaIsp2Vz75zKOgWdQedTK1t7S3hKOI7/eBzFh4pbVCCyVdtQfKgY1mRrwIxMYYHIS8zhZpjDzbDV2FB6tBT5e/IRHBMMa5K10yv6pcdLYQw1IqpvFCxRli47J09EzwgUZRfBXmeHMdSIyD6RELvg+JbjqCyoRGhCKPav3I+aUsdqDqYwExSl6xTAiIiIfI3e8luvjeYKRM6CRptey6z3qyFmbZ1zR2/W+1WBqM09iCz+M+xOxPMV7hpyWe23C6uvrXcUiduQt3tj0SC7zY6ig0UIjgmGJcr35mb1lDoP0bHS034OrC6pRmVBJaL7R0On97xHl6+yRFpgCjOh+HAxepzd47THn8o6BbELYlJjOqB1voEFIi+zJjp+AfMy8gAAUX2j0Ou8Xp3WHucy7zFpMUg+M7nT2uENxlAjUqe7rtBVX1vvKBCdrETlyUrUlNbAmmRFSHxIwHQDJCIiai8tWU2rrrIOeou+zV/KBJmC/KsHUY3nPYgAR+yrS6q92aROVV9TDyhtm6Qa8I8eRG2dj8mp4RCzrqy+ru0TdnujB1HxoWLU19b7Ve8hwBEbc4QZpcdLT3usc4LurtqhoCUiekbgxK4TqDxZedqed6cyTzmmM+kZ0TGN8wEsEHmZKcyE1ItTUVdZh2NbjqEiv6JT2lFVVIUTu06oVfSQ2JBOaUd7CzIGqVVgZ6wTRyWqhToiIiLyXEt6bdiqbF4Z0q036VFd7D8FEa/0IDphg4j4RY/otq7a5U89iNSV/yxt+70xBBug6BTUlNV4o1mdxhsruukteig6pU09iPL35kPRKYjs45uL97SFNdmKgr0FqC6ubnaOpsIDhTAEG9ReR/4oPCUcJ3adQPGh4mYLRBUFFagqrELswFi/7E3VlMC50g4UmhCKyN6RCE0IRU1pTad0lz6x8wROZZ5C6bFS6PQ6WJP895c8OjUaQYYg2G12hCaGIjQ+MGaYJyIiam8t7UHklQLR/4aYicjpD+4CnIUMT3sQ6c16QH4bmtXV2WpsbVoRSW/+XwGgsuv3IHIOHWzrNBSKosAYavT6EDNbjQ37Vu5DydESr563Kd4oECmKY+5RT3tTFR8uRsWJCsQMiGlz4c4XOUdWNNeLyDlBd2SfSL8oSjclND4UerMexYeLmz3uVKZjPqqYAYEzvAxgD6J2FRIbgsKsQux5aw90eh16TuzZYcOeyvPKYQozYeDvB0LRKV1qMurWShyRiMQRiZ3dDCIiIr9zul4btmobxC5eKRAFmYIAgVfmZvEFtRW1CDIFefzNc8Nlu/1hqena8to2zevS1gJAR6spqUGZrQzh3dyXXGtr8bAhY6gRFQXeHbFQWVCJqlNVOPnzSYR3b98l40QEtiobgqPbPsm2IcSgzkXa2jbk/JQDnV6HxJH++ZnCmmQFFKDseBniBsW57bfX23HkuyNQdIrfF0QUnYKInhE4+fNJlOWUaXaksNvsKDxQCEuUpUtPAO8J9iBqRxG9IhDeIxzBMcGoq6pDwd6Cdn29uso6HPzyILI+y0JNaQ1CE0PVVUGIiIio/X3zzTeYPn06kpKSoCgKVq9e7bL/xIkTmDlzJpKSkhAcHIwLL7wQWVlZndPYFjhdDyJvrGDm5CyC+MtE1bXlteoqU54whf1vhSoPPvD6mvraetTX1LcpHoCjANDWVaraU+WpShz57gjELvh1za/I+jgLYnfvEaf2ILK0vUBkCjPBXmf36oTmziFrZTllHvfos9fbUXyo+LTH1VXUQeyi3u9tYQozwVZla3Wvu8KsQlQVViFucJzfroAcZAxCaHwoSo6WoKqwym1/ztYcVBVWIXFkIiyR/jNBd1MSRiRA0Sk4tvmY5j2el5GH+tp6vy+WaWGBqB0ZQ4zoe2Ff9J/mWIK9+HAx9ryzB/s/2N/m7rF1lXWoyK9A5clKVBVWobq4Gjlbc1B0sAhlOWUIMgYhqo//Ti5GRETkiyoqKjBs2DC88MILbvtEBJdccgkOHjyIDz/8EDt27EBKSgrOP/98VFR0zpyFp6PT66DT65rsQVRV5Pig4Y0Pd87eFP4wUbWIoK6irk3LIvtTgcjZ66ety0QbQ4ywVdk0iy6+4MBnB1CwrwAlR34bmqU1r5a3hpgBv01U7c15iJxD1upr6jWLCS1xfMtx/PrFr+qy8U1puPpwW5nDHXPrtGZyd3u9HTlbcxBkCkLC8IQ2t8GXJY9JhtgFB786CLvNrm4vyy3DiZ0nEBIX4vcxcDJZTYgbHIfKk5UoPFDosq8stwy5O3IRHBOMmLTAKxB1/f6qXUTC8ATHtyd19agsqETRwSLEDopF1qdZ6uTK5ggzgmOCoSgKTOEm6E16VJ6qxKnMUxAR6IJ0atfc8hPlkHr3P47BMcFIuyytQ6+NiIiIHC666CJcdNFFmvuysrKwefNm7NmzB4MGDQIAvPjii4iLi8Nbb72Fm2++uSOb2mKWKAsq8isgdnHrlVxZUAnAO4thOFd08oel3esqHb0iWCBycBYvnMUMT6nLule0rXdWe3F+AVx67Ld5XqoKq9yG1nlrkmoAahxqy2q9tihNw2JTWU6ZR8O/nEWyivyKZlcFc97fbb03AKiTL9eU1LQoFlVFVTi2+Rhqy2uRPCbZL4a2Nic0PhRJo5OQ81MOjm0+hu5ndUfp0VIc+e6IOh1KII08SRiRgJOZJ5HzUw4ie0U6vgypsSH762zognTodV4v6IICrz8NC0QdJKxbGMK6haG+rh47l+9Ewf4CVBVWoex4GSxRFujNepSfKFcTrYbMEWYYrY5vTCpPOvabwkyI6hMFRadA7KL+88dZ94mIiPxBTY3jg5DZ/NsKMkFBQTAajfjuu++aLBDV1NSozwWA0lLHh0+73Q673a75HE/Z7XaIiMt5rd2sKM8rx+FvD7sNiSk8WAidXgeD1dDmthitRohdkLM9B6U5p1+OuSPZ7XYUFxejNqIWOt3pPzA4C0T6YL3HcQkyBwEKUHK0BMd+PObROdpbS+NSebLSMVdVSNvukyBLkOMe2ZoDQ4iPDQUSqD2bTmU5es3YxY78ffmoLHTN70uPl0LsAp1R1+bfG32IHmIXHN96HBUnvdMTsSy3DDqDDvY6Owr2FzQ7SX1TnL8DxYeLoTM67g2t+6U8t9xxb4S2/T3EYDVA7KIZ88Zqy2sdS7oLENk3EjEDY7z+ftpSWu+77SVuaBxKjpYgf08+ig4Voa68DlCAHuf2gNFq7LQYNNYRMdEZdIgfHo/jPxzHwa8OwhxpRnluOWrLah3xCPOdeDg1jkt7tI8Fog4WZAhCeI9wFGcXo7qoGkHGIPSb2g8GiwF2mx12mx1iF1QVVsFeb4cuSOeYSygAq5dERET+ZMCAAUhJScF9992Hf//73wgJCcHTTz+NvLw85ObmNvm8RYsW4YEHHnDbXlBQgOpq7y4Lb7fbUVJS4ui5/L8PcDarDWXlZSj9UbtoY+1uRUGBF+ZZ1AOIAnIyc4DMtp/Om0QEVVVVKLAUtGp1n0iJRH5+vsevW2esQ8mxEhQca995LD3VmrgoOgVldWWoyvdsyBIAVNorUVpWitKtvlVAbMwZFxFBeWa55v1stBpRcLLtP1e73Q6b2Yb8w/nIP+z5vdZYaHIoYETbz1sGnMw5CaDp+yXIGISS6hKU5Ze1qc12mx0VNRUozSxt0XtIcFww4kfFwxJjwclTJ9v02m2h9b7bnkIGhzh+poVARL8IRKZGwh5sb9N7lbd1WExigWqlGkd2HVE3hfcKhz3Kt+Lh1DguZWVt+53RwgJRJ+g9qbfanVJv1qvjj53j/AHvTPZIREREvsNgMGDlypW46aabEBUVhaCgIJx//vlNDklzuu+++zBv3jz1cWlpKbp3747Y2FiEhXl3dVS73Q5FURAbG/tbUh4HJMxOaHLiV1OYyWvDEuJ+H+eYP8THppix2+04efIkYmJiWvxhRafXtXnOnZirY3x61a7WxKVhzuuxOCC5T7LL/Cm+RNE5VlqrLq1GUUkR4hLjUF+t/XtjCDEgyOCdIU3x18WjtqzWq3MzOYd8OecjajXFMfyt4RDJpu4XvUXvtZX6Ym6NaXLONJfm6RSvzHvkDZrvu+0s4VbHJM2+2gmhI2MSMzMGdRX/6yWn/DaXlS9qHJeGPZK9hQWiTqDoFHWMLBEREQWOUaNGISMjAyUlJaitrUVsbCzGjBmD0aNHN/kck8kEk8n9g4xOp2uXxFlRFLdzm0I77oNUcKTvLSlst9thtpkRHBXcYR/gAEBn1EEf5bvpemfExRzm+zl0cFQwym3lMJgNMAV3zO+OJaJ9Vp5q6/0XHPXb73NH3C9GixFGS9vnM+poWu+77Uln8s3CUEMdFROdSQeDqet0zmgYl/aIje/fGURERER+Jjw8HLGxscjKysLWrVsxY8aMzm4SERERBTjf/UqCiIiIqIspLy/HgQMH1MfZ2dnIyMhAVFQUevTogffeew+xsbHo0aMHdu/ejTvvvBOXXHIJJk+e3ImtJiIiIvLjApGIYwyuc6UPb7Pb7SgrK4PZbO7Qrsa+jnHRxrhoY1y0MS7aGBdtjIu2hnEpLy8H8Ftu0J62bt2KiRMnqo+dcwfdcMMNWLZsGXJzczFv3jycOHECiYmJuP766/H3v/+9Va/RnjkO7ydtjIs2xkUb46KNcdHGuLhjTLQ1joszD/BmfqNIR2RLneDYsWPo3r17ZzeDiIiIfMTRo0fRrVu3zm5GmzHHISIiIidv5jd+WyCy2+3IycmB1Wpt1XKkLeVcQeTo0aNeX0GkK2NctDEu2hgXbYyLNsZFG+OirWFcrFYrysrKkJSU5BffRLZnjsP7SRvjoo1x0ca4aGNctDEu7hgTbY3jIiJez2/8doiZTqfrkG8Jw8LCeNNqYFy0MS7aGBdtjIs2xkUb46LNGZfw8PDOborXdESOw/tJG+OijXHRxrhoY1y0MS7uGBNtDePi7fym63+NRkREREREREREbcICERERERERERFRgGOByEMmkwkLFiyAyWTq7Kb4FMZFG+OijXHRxrhoY1y0MS7aGBfPMG7aGBdtjIs2xkUb46KNcXHHmGjriLj47STVRERERERERETUMuxBREREREREREQU4FggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCHAtEHnjxxRfRq1cvmM1mjBo1Ct9++21nN6ldffPNN5g+fTqSkpKgKApWr17tsl9EsHDhQiQlJcFisWDChAnYu3evyzE1NTX485//jJiYGISEhODiiy/GsWPHOvAqvGvRokU444wzYLVaERcXh0suuQSZmZkuxwRiXF566SUMHToUYWFhCAsLw7hx4/DZZ5+p+wMxJloWLVoERVEwd+5cdVsgxmbhwoVQFMXlX0JCgro/EGPidPz4cVx77bWIjo5GcHAwhg8fjm3btqn7AzU2PXv2dLtnFEXBn/70JwCBGxdvYX6z2mV/oN5PzHHcMb9pGeY3Dsxvmsb8xp3P5TZCrfL222+LwWCQV155Rfbt2yd33nmnhISEyOHDhzu7ae3m008/lb/+9a+ycuVKASAffPCBy/7FixeL1WqVlStXyu7du+XKK6+UxMREKS0tVY+ZPXu2JCcny7p162T79u0yceJEGTZsmNhstg6+Gu+44IILZOnSpbJnzx7JyMiQqVOnSo8ePaS8vFw9JhDjsmbNGvnkk08kMzNTMjMz5f777xeDwSB79uwRkcCMSWM//vij9OzZU4YOHSp33nmnuj0QY7NgwQIZNGiQ5Obmqv/y8/PV/YEYExGRwsJCSUlJkZkzZ8qWLVskOztbvvzySzlw4IB6TKDGJj8/3+V+WbdunQCQ9evXi0jgxsUbmN8wv3FijuOO+c3pMb/5DfMbbcxvtPlabsMCUSudeeaZMnv2bJdtAwYMkPnz53dSizpW4wTKbrdLQkKCLF68WN1WXV0t4eHhsmTJEhERKS4uFoPBIG+//bZ6zPHjx0Wn08natWs7rO3tKT8/XwDIxo0bRYRxaSgyMlL+85//MCYiUlZWJv369ZN169ZJenq6mkAFamwWLFggw4YN09wXqDEREbn33nvl7LPPbnJ/IMemsTvvvFP69OkjdrudcWkj5jfMb5rCHEcb85vfML9xxfxGG/Obluns3IZDzFqhtrYW27Ztw+TJk122T548GZs2beqkVnWu7Oxs5OXlucTEZDIhPT1djcm2bdtQV1fnckxSUhIGDx7sN3ErKSkBAERFRQFgXACgvr4eb7/9NioqKjBu3DjGBMCf/vQnTJ06Feeff77L9kCOTVZWFpKSktCrVy9cddVVOHjwIIDAjsmaNWswevRoXH755YiLi8OIESPwyiuvqPsDOTYN1dbW4o033sCNN94IRVEYlzZgfuOO99NvmOO4Yn7jjvmNO+Y37pjfnJ4v5DYsELXCyZMnUV9fj/j4eJft8fHxyMvL66RWdS7ndTcXk7y8PBiNRkRGRjZ5TFcmIpg3bx7OPvtsDB48GEBgx2X37t0IDQ2FyWTC7Nmz8cEHH2DgwIEBHRMAePvtt7F9+3YsWrTIbV+gxmbMmDFYvnw5Pv/8c7zyyivIy8vD+PHjcerUqYCNCQAcPHgQL730Evr164fPP/8cs2fPxh133IHly5cDCNz7pbHVq1ejuLgYM2fOBMC4tAXzG3e8nxyY4/yG+Y025jfumN9oY35zer6Q2+g9aHfAUxTF5bGIuG0LNJ7ExF/iNmfOHOzatQvfffed275AjEtqaioyMjJQXFyMlStX4oYbbsDGjRvV/YEYk6NHj+LOO+/EF198AbPZ3ORxgRabiy66SP3vIUOGYNy4cejTpw9ef/11jB07FkDgxQQA7HY7Ro8ejUcffRQAMGLECOzduxcvvfQSrr/+evW4QIxNQ6+++iouuugiJCUluWwP9Li0BfMbd4F+PzHH+Q3zG3fMb7Qxv9HG/Ob0fCG3YQ+iVoiJiUFQUJBbJS4/P9+tqhconDPyNxeThIQE1NbWoqioqMljuqo///nPWLNmDdavX49u3bqp2wM5LkajEX379sXo0aOxaNEiDBs2DP/85z8DOibbtm1Dfn4+Ro0aBb1eD71ej40bN+K5556DXq9Xry0QY9NQSEgIhgwZgqysrIC+XxITEzFw4ECXbWlpaThy5AiAwH5/cTp8+DC+/PJL3Hzzzeo2xsVzzG/c8X5ijtMY8xt3zG9ahvmNA/Ob5vlKbsMCUSsYjUaMGjUK69atc9m+bt06jB8/vpNa1bl69eqFhIQEl5jU1tZi48aNakxGjRoFg8Hgckxubi727NnTZeMmIpgzZw5WrVqFr7/+Gr169XLZH6hx0SIiqKmpCeiYTJo0Cbt370ZGRob6b/To0fjDH/6AjIwM9O7dO2Bj01BNTQ3279+PxMTEgL5fzjrrLLclpX/55RekpKQA4PsLACxduhRxcXGYOnWquo1x8RzzG3eBfD8xx2kZ5jfMb1qK+Y0D85vm+Uxu0+pprQOccxnYV199Vfbt2ydz586VkJAQOXToUGc3rd2UlZXJjh07ZMeOHQJAnn76admxY4e69O3ixYslPDxcVq1aJbt375arr75ac+m9bt26yZdffinbt2+X8847r0svR3jbbbdJeHi4bNiwwWVZwsrKSvWYQIzLfffdJ998841kZ2fLrl275P777xedTidffPGFiARmTJrScJUPkcCMzV133SUbNmyQgwcPyubNm2XatGlitVrV99NAjImIY6lgvV4vjzzyiGRlZcmbb74pwcHB8sYbb6jHBGpsRETq6+ulR48ecu+997rtC+S4tBXzG+Y3Tsxx3DG/aTnmN8xvmsL8pmm+lNuwQOSBf/3rX5KSkiJGo1FGjhypLvvpr9avXy8A3P7dcMMNIuJYknDBggWSkJAgJpNJzj33XNm9e7fLOaqqqmTOnDkSFRUlFotFpk2bJkeOHOmEq/EOrXgAkKVLl6rHBGJcbrzxRvV3IzY2ViZNmqQmTyKBGZOmNE6gAjE2V155pSQmJorBYJCkpCS57LLLZO/ever+QIyJ00cffSSDBw8Wk8kkAwYMkJdfftllfyDH5vPPPxcAkpmZ6bYvkOPiDcxvmN+IMMfRwvym5ZjfML9pDvMbbb6U2ygiIq3vd0RERERERERERP6CcxAREREREREREQU4FoiIiIiIiIiIiAIcC0RERERERERERAGOBSIiIiIiIiIiogDHAhERERERERERUYBjgYiIiIiIiIiIKMCxQEREREREREREFOBYICIirxgzZgwee+yxTnv9zZs3IygoCJWVlZr7Z82ahWuuuaaDW+Vdzz//PIYMGaI+vuuuuzB9+vRObBEREZF/Y37T/pjfEPkOFoiIqM3sdjv27NmDYcOGdVobdu7ciX79+iE4OBjz58/HzTff7LJ/0aJFeOWVV1p8PhFBVFQUVq9e7eWWei4jIwPDhw9v8jERERF5D/ObjsH8hsh3sEBERG2WmZmJysrKVv0xt9lsEBGvtWHnzp3Nvn5UVBRCQkJafL4DBw6gqKgIZ555Zpva5c3rbJwwne6aiYiIyHPMb5rG/IbIP7FAROQnDhw4AEVR8Mknn2DSpEkIDg5GamoqtmzZ4nLcBx98gDPOOAPBwcHo27cvli5d6rK/Z8+eePzxx3HttdfCarWiR48eWLt2LQ4fPowZM2YgNDQUqamp2Lp1q/qcjIwMxMXFYcOGDUhLS4PVasWll16KwsJC9ZiFCxciPT0d//znP9GrVy9ERUUBcCQYTz/9NPr06QOLxYKRI0fi22+/bfZai4uLMXPmTFitVnTv3h3vvfcedu7c2eQ3fIcOHYKiKDh8+DAA4Msvv4TZbMa6deswZswYWCwWjBo1CgcOHAAALFu2DP379wcAJCcnQ1EUvPTSSwCAwsJC3H777YiLi0NYWBimTp2Ko0ePNnud99xzD84++2yXNtntdgwdOhQPPvggAODIkSO46qqr0L17d1gsFqSlpWHlypXq8TabDXv37lUTpqNHj+LUqVMuCdS+ffswbdo0hIaGIi4uDnPmzEFNTY26f8OGDUhPT0dERATCwsJwxhlnYO/evc3GmoiIqDMxv2F+w/yGqAMJEfmF999/XxRFkYkTJ8rXX38tv/zyi5x//vkyYcIE9ZiXX35ZwsPDZdmyZXLw4EFZtmyZBAUFycaNG0VEpKioSABIv3795N1335WsrCyZMmWK9O7dW9LT0+Wjjz6SzMxMOeuss2TKlCnqee+55x4JCQmRyy67TPbs2SMbN26U5ORkmTVrlnrMjBkzJCQkRG6++WbZvXu37Nu3T+x2u1xyySWSnp4uGzdulF9//VX++te/SlRUlJSUlGheZ2VlpQwdOlQmT54sGRkZ8uOPP8qQIUPEYrHIp59+KiIi9957r9x0003qcz744AOJiIhQHz/55JNisVhkypQpsnnzZtmzZ48MGzZMZs6cKSIi5eXlMm/ePElPT5fc3FzJzc2V6upqKSgokN69e8vs2bNl165dsnfvXpk6dapMmjSp2et8/fXXXV5fRGT58uUSHx8v5eXlIiKyadMmeeWVV2TXrl3y66+/yt/+9jcxmUxSWFgoIiK7du0SAHLy5EkREVmzZo1YrVax2+3q8yMiIuTZZ5+VrKws+eabb6Rv377y0EMPiYhIVlaWWK1WeeGFF+TXX3+V3bt3y4svvignTpw4/c1FRETUSZjfML9hfkPUcVggIvITf//73yUiIkLy8/PVbS+88IIMGjRIREROnDghFotF3n33XZfnnXvuuXLPPfeIiMiGDRsEgHz11Vfq/mXLlomiKLJz50512+LFi2XkyJHq48mTJ8vw4cOlvr5e3fbII49Iamqq+rhnz54ydepUl9desWKF9OvXT6qrq122h4aGqkldYw8++KD07t1bamtr1W1LliwRAJKTk6P5nIULF0p6err6+LrrrpM+ffpIZWWluu3uu+92ad+MGTPkrrvucjnPTTfdJNdff73Ltq1bt4rBYBCbzdbkdW7fvt2lfTU1NdKzZ0958cUXNdvrPAaAbN++XUQcCVe3bt1c4nD22WeLiIjNZpPU1FR57bXXXM7x5JNPysSJE0VE5NVXX5Vu3bpJTU1Nk69JRETka5jfML9hfkPUcTjEjMhP7Ny5E9OnT0dsbKy67eDBg+jbty8AYNWqVYiIiMD//d//uTzPaDSq3XQzMjKQkpKC8847T91/5MgRnHnmmRg6dKjLtl69erm89h133AGd7re3lJCQENjtdgBASUkJDh06hDvuuMPltV999VVkZ2cjOjoaoaGh6r/y8nLo9XrN63zttdcwZ84cGAwGdZvBYEBsbCwSExM1n5ORkeHSPXvnzp245pprYLFYNGMFADt27HB5TlVVFf773//inXfecWnrOeecA0VRoNPpmrzOtLQ0BAUFqd2dlyxZAoPBgFtuuUU95rPPPsOUKVPQq1cvWK1WtYt6t27d1GtoagLH7777DpmZmZgzZ45L2+6//341jmeddRaqqqqQlpaG++67Dzt37tSMFRERkS9hfsP8hvkNUcfRfocioi5n586duPfee1227dixA+eeey4AYO/evRg4cKBLkiMi2L9/P6666ir1HGPHjnU7x5gxY9xe68ILLwQA5OXl4cSJE26TCW7fvh0jRoxQjw8KCsI555zjdp4lS5YgPT3d7XpSUlLctjkTlJEjR7q9VnOTGe7cuRMXX3wxAKCurg779+/H4sWL3a7TuaRqUVERjhw54pJAZWVloaqqCrt374bZbHZ5rl6vh6IoTV6n2WxG3759sW/fPowdOxaPPPII/vWvf6nJzYoVK3DbbbdhwYIFWLBgASIjI7Fq1So8//zzakKckZGB8ePHq+fMyMjAlClT1OsbOnSoy5h+J6vVCgBITU1FdnY2Pv74Y7z//vsYOXIknnrqKcydO7fJuBEREXU25jfD3Y5v+DrMb5jfEHkTC0REfqCkpASHDx9WExanjIwM9dseq9WKqqoql/3vvvsuioqKMGPGDPX4K6+80uWYHTt2qMkH4Ei6du/ejfnz56v7AaC+vl49Jjc3F++++666hGpGRgZSU1NdvtECHN+M2e12l2+2muNM/hpeR0FBAV5//XXcdtttms8pLS3FoUOH1GRo3759qKurc4lVSUkJsrOz1SRs9+7d0Ov1SEtLc2krAJhMpibb29R1AsDgwYOxb98+PPXUU+jZsyd+//vfq/uWLl2KW2+9Ff/v//0/AI5Yfvjhh24retx+++0AgLKyMpf2GgwGFBYWonfv3i4JcmNWqxVXX301rr76avzxj3/E999/zwSKiIh8FvMb5jfMb4g6FoeYEfkB5zc7Db8ROnz4MIqKitQ/slOnTsXmzZuxYsUKHDp0CMuXL8esWbPw7LPPIiYmBjabDfv27XP59qq4uBiHDh1y+UOenZ2N0tJSdVtGRgbCwsKwYMECHDhwAJs3b8b555+PSy+9FBdccIHavsbJHQBMmTIFDzzwAD766CMcOnQIW7ZswSOPPILNmzdrXqfVasXgwYPx0EMPYc+ePdiyZQtmzJiBioqKJlf4cMZm0KBB6uPExEQkJCSox2RkZMBgMGDgwIEAHCtw2O12/Pjjj8jLy0NtbS369euHvn374sYbb8SWLVuQnZ2N9evXY86cOaisrGz2OgFgyJAh+O677/DUU0/h8ccfd9kXFRWF7777Dvv27cPWrVtx+eWXY9euXeq5Gq/okZGRgaCgIAwePBgAMGnSJBQUFOD222/Hvn37kJmZiQ8//BB///vfAQCbNm3CP/7xD2zZsgWHDx/GqlWr8PHHH7t1xyciIvIlzG+Y3zC/IepgnTsFEhF5w3PPPadO1ujUeGULEZFXXnlFevfuLWazWUaNGiWrVq1S9+3evVsASEFBgbpt/fr1YjAYXCb+W7VqlcTExKiPr7zySvnTn/4k9913n4SFhUlMTIz84x//kLq6OvWYUaNGyRNPPOHW7pKSErntttskOTlZTCaTpKSkyHXXXefShsa2bdsmw4YNk5CQEBkxYoQ899xzAkD27Nmjefzzzz8vgwcPVh/PmzfPbZLFZ555RoYNG6Y+rqurk6uuukpCQkIEgOzatUtERH7++WeZNm2aREVFSXBwsAwcOFDmz59/2usUEVm5cqUAcFkdxSkzM1POOOMMMZlMMmTIEFm9erVERUXJe++9JyIiH330kcuKHo2vSUTks88+kzPOOENCQkIkIiJCxo4dKytWrBARkW+++UbOPvtsCQ8PF4vFIsOGDZPXX39ds51ERES+gvkN8xvmN0QdSxER6bzyFBERERERERERdTYOMSMAwLJly6AoivpPr9ejW7du+OMf/4jjx497dE5FUbBw4ULvNtTPLFy4EIqieO18zp/joUOHvHZO8n8TJkzAhAkTOrsZPq9nz56YOXNmi44tLi5GTEwM3n77bQDAk08+CUVRsGXLFpfj7HY7oqKioCgKMjMzXfbV1tYiODgYl112GQDH5KIRERHq3BdE1DTmNZ2DeQ35AuY1HWPSpEmYPXs2AGDr1q1QFAWPPfaY23EzZsyAoij497//rXmO6OhoOPusnHvuuZw/qpOxQEQuli5dih9++AHr1q3DLbfcgrfeegvnnHMOKioqWn2uH374ATfffHM7tJKIyLc98MADSEpKUidFnThxIgBg/fr1Lsft3LkTRUVFCAkJcdu3ZcsWVFVVqc+NjIzEX/7yF/y///f/UFtb2wFXQdT1Ma8hIvK+Dz/8EN9//706H9TIkSMRHh7ulsvY7XZ8++23mnlObW0tfvjhB0yYMEEtLD/00EN48cUX3b40o47DAhG5GDx4MMaOHYuJEydiwYIFuOeee5Cdne3RN9Zjx45Ft27dvN9IIgp49fX1qKmp6exmaCosLMS///1v/OlPf1ITnhEjRiAiIgIbNmxwOXbDhg1ISkrCxRdf7JY4OY91FogAYPbs2Th06BDef//9dr0GIn/BvIaI2oNzAm9f0ng1v/b06KOP4tJLL0VycjIAx0p85557Lr7//nvYbDb1OOcXYbfddptbDtT4izAASE9PR2pqKp566qkOuQ5yxwIRNWvs2LEAHCtGAE132Zw5cyZ69uzpsq1xV+zKykrcfffd6NWrF8xmM6KiojB69Gi89dZb6jEHDx7EVVddhaSkJJhMJsTHx2PSpEnIyMhQj3nnnXcwefJkJCYmwmKxIC0tDfPnz3f7NnDmzJkIDQ3FgQMHMGXKFISGhqJ79+6466673D5Y1tTU4MEHH0RaWhrMZjOio6MxceJEbNq0ST1GRPDiiy9i+PDhsFgsiIyMxO9//3scPHiwRbH85JNPMHz4cJhMJvTq1QtPPvmk5nFtfZ3G1q1bhxkzZqBbt24wm83o27cvZs2ahZMnT572uRs2bICiKHjjjTcwb948JCQkwGKxID09XV3+taE1a9Zg3LhxCA4OhtVqxe9+9zv88MMPLsc4u5/v2rULl19+OcLDwxEVFYV58+bBZrMhMzMTF154IaxWK3r27Om2IkZr27R161ZcfPHFiIqKgtlsxogRI/Duu++2KHa1tbV4+OGHMWDAAJhMJsTGxuKPf/wjCgoKXI7r2bMnpk2bhrVr12LkyJGwWCwYMGAAXnvttdO+xqFDh6AoCp544gk89thj6NmzJywWCyZMmIBffvkFdXV1mD9/PpKSkhAeHo5LL70U+fn5Luew2+14/PHH1XbGxcXh+uuvx7Fjx1yOExE8/vjjSElJgdlsxsiRI/HZZ59ptqu0tFT9fTUajUhOTsbcuXNb9K37hAkTMHjwYPz0008455xzEBwcjN69e2Px4sWw2+0uxx45cgTXXnst4uLiYDKZkJaWhqeeesrlOGeMHn/8cTz88MPo1asXTCYT1q9f3+b7qbq6GnfddReGDx+uPnfcuHH48MMPT3udTVm2bBlsNpvLkspNJU4bNmzAhAkTkJ6erlk8io2NVVeoAYD4+Hj87ne/w5IlSzxuH1EgY17DvIZ5DfMaT/Oab775BuPHj0dwcDBuvPHGFp93xIgROOecc9zOW19fj+TkZHUoOdD6n9GqVaswYsQImM1mPPDAAwCA9957D2PGjEF4eLiagznb64147NixAz/++COuu+46l+0TJ05EeXk5tm7dqm5zfhF2880348SJE9i3b5/LPufzGrruuuvw3//+F2VlZadtC7WDTpsem3zK0qVLBYD89NNPLtv/+c9/CgB5+eWXRUQkPT1d0tPT3Z5/ww03SEpKiss2ALJgwQL18axZsyQ4OFiefvppWb9+vXz88ceyePFief7559VjUlNTpW/fvrJixQrZuHGjrFy5Uu666y5Zv369esxDDz0kzzzzjHzyySeyYcMGWbJkifTq1UsmTpzo1iaj0ShpaWny5JNPypdffin/+Mc/RFEUeeCBB9Tj6urqZOLEiaLX6+Xuu++WTz/9VNasWSP333+/vPXWW+pxt9xyixgMBrnrrrtk7dq18t///lcGDBgg8fHxkpeX12x8v/zySwkKCpKzzz5bVq1aJe+9956cccYZ0qNHD2n8a9iW13H+HLOzs9VtL730kixatEjWrFkjGzdulNdff12GDRsmqampUltb2+z51q9fLwCke/fuMmPGDPnoo4/kjTfekL59+0pYWJj8+uuv6rFvvvmmAJDJkyfL6tWr5Z133pFRo0aJ0WiUb7/9Vj1uwYIFAkBSU1PloYceknXr1sk999wjAGTOnDkyYMAAee6552TdunXyxz/+UQDIypUrPWrT119/LUajUc455xx55513ZO3atTJz5kwBIEuXLm322uvr6+XCCy+UkJAQeeCBB2TdunXyn//8R5KTk2XgwIFSWVmpHpuSkiLdunWTgQMHyvLly+Xzzz+Xyy+/XADIxo0bm32d7OxsASApKSkyffp0+fjjj+WNN96Q+Ph46d+/v1x33XVy4403ymeffSZLliyR0NBQmT59uss5br31VjV+a9eulSVLlkhsbKx0797dZcUUZ+xvuukm+eyzz+Tll1+W5ORkSUhIcPm9rqiokOHDh0tMTIw8/fTT8uWXX8o///lPCQ8Pl/POO09dbaQp6enpEh0dLf369ZMlS5bIunXr5PbbbxcALquL5OfnS3JyssTGxsqSJUtk7dq1MmfOHAEgt912m1uMkpOTZeLEifL+++/LF198IdnZ2W2+n4qLi2XmzJmyYsUK+frrr2Xt2rVy9913i06nc1sJJSUlRW644YZmr11E5LzzzpMzzzzTbfszzzwjAGTTpk0i4rjHIiIi5N///rfs379fAMjevXtFRKSmpkYsFotcfvnlbud57LHHRKfTSVFR0WnbQhSomNcwr9HCvIZ5jad5TVRUlHTv3l2ef/55Wb9+vWzcuLHF53W+7/zyyy8u5/30008FgKxZs8ajn1FiYqL07t1bXnvtNVm/fr38+OOPsmnTJlEURa666ir59NNP5euvv5alS5fKdddd57V4PPjggxIUFCRlZWUu23fs2CEA5NFHH1W3TZ8+Xa6++moREUlISJB//etf6r6JEydKbGys2+tt2bLFJS7UsVggIhH57Q/w5s2bpa6uTsrKyuTjjz+W2NhYsVqt6h/wtiRSgwcPlksuuaTJNpw8eVIAyLPPPtvidtvtdqmrq5ONGzcKANm5c6dLmwDIu+++6/KcKVOmSGpqqvp4+fLlAkBeeeWVJl/nhx9+EADy1FNPuWw/evSoWCwWueeee5pt55gxYyQpKUmqqqrUbaWlpRIVFeWSSLX1dbQSqYac8Tp8+LAAkA8//LDZ8zmTlpEjR7q8eR86dEgMBoPcfPPNIuL4g5aUlCRDhgyR+vp69biysjKJi4uT8ePHq9ucf8wbX+Pw4cMFgMvStHV1dRIbGyuXXXZZq9skIjJgwAAZMWKEy5K0IiLTpk2TxMREl7Y29tZbb7klcSIiP/30kwCQF198Ud2WkpIiZrNZDh8+rG6rqqqSqKgomTVrVpOvIfJbIjVs2DCX9jz77LMCQC6++GKX4+fOnSsApKSkRERELSzcfvvtLsc5/7jef//9IiJSVFQkZrNZLr30Upfjvv/+ewHg8nu9aNEi0el0bh+s3n//fQEgn376abPXlJ6eLgBky5YtLtsHDhwoF1xwgfp4/vz5msfddtttoiiKZGZmusSoT58+bsl/W++nxmw2m9TV1clNN90kI0aMcNnX0gJRcHCwzJ492217RkaGS+K0bds2ASA///yziIjEx8fLCy+8ICKivqc1vM+c1q1bJwDks88+O21biAIV8xrmNVqY1zCvaai1ec1XX33lsr2l5z158qQYjUa17U5XXHGFxMfHqz/P1v6MgoKC1FzJ6cknnxQAUlxc3OT1tDUeF110kQwYMMBtu91ul6ioKJk8ebKI/PZF2JIlS9Tr/f3vfy8iv30RdsUVV7idp7a2VhRFkXvvvbfZdlD74BAzcjF27FgYDAZYrVZMmzYNCQkJ+OyzzxAfH9/mc5955pn47LPPMH/+fGzYsMFtnGxUVBT69OmDJ554Ak8//TR27NjhNhwFcHTXvuaaa5CQkICgoCAYDAakp6cDAPbv3+9yrKIomD59usu2oUOHql3LAeCzzz6D2Wx263rZ0McffwxFUXDttdfCZrOp/xISEjBs2DC3oSENVVRU4KeffsJll10Gs9msbrdarW5ta8vrNCU/Px+zZ89G9+7dodfrYTAYkJKSAsA9Xk255pprXFYlSUlJwfjx49U5UzIzM5GTk4PrrrsOOt1vbyuhoaH4v//7P2zevNltrPa0adNcHqelpUFRFFx00UXqNr1ej759+7r8vFrapgMHDuDnn3/GH/7wBwBwieeUKVOQm5vb7AR4H3/8MSIiIjB9+nSX5w4fPhwJCQluP4vhw4ejR48e6mOz2Yz+/ftrtl3LlClTXGKXlpYGAJg6darLcc7tR44cAfDbpMeNV9c688wzkZaWhq+++gqAY3LV6upqNR5O48ePV++Hhtc+ePBgDB8+3OXaL7jgAiiK0qL7MCEhAWeeeabLtsa/e19//TUGDhzodtzMmTMhIvj6669dtl988cUwGAyar9eW++m9997DWWedhdDQUPV35NVXX23x70dDxcXFqKysRFxcnNu+oUOHIjo6Wo3fhg0bkJCQgNTUVACOlTucP8+mul0DUM/t6UpMRIGEeY025jXMa5jXtC6viYyMxHnnnefReaOjozF9+nS8/vrr6ntAUVERPvzwQ1x//fXQ6/Xq+VrzMxo6dCj69+/vsu2MM84AAFxxxRV49913NXOFtsYjJydHM89RFAXp6en4/vvvUVdXh4yMDBQXF6vDeJ3D6UUEmzdvdpt/yMlgMCAiIoJ5TidhgYhcLF++HD/99BN27NiBnJwc7Nq1C2eddZZXzv3cc8/h3nvvxerVqzFx4kRERUXhkksuQVZWFgDHm8pXX32FCy64AI8//jhGjhyJ2NhY3HHHHeoY1PLycpxzzjnYsmULHn74YWzYsAE//fQTVq1aBcB9crbg4GCX5AUATCYTqqur1ccFBQVISkpy+SPW2IkTJyAiiI+Ph8FgcPm3efPmZse9FxUVwW63IyEhwW1f421teR0tdrsdkydPxqpVq3DPPffgq6++wo8//ojNmzcDaPlkdk21/dSpUwCg/n9iYqLbcUlJSbDb7SgqKnLZHhUV5fLYaDRq/ryMRqPLz6ulbTpx4gQA4O6773aL5e233w4AzcbzxIkTKC4uhtFodHt+Xl6e23Ojo6PdzmEymVocY614NLfdGZPTxb7xz6il9+GuXbvcrttqtUJEWnQftiQep06darLdDdvspHWsk6f306pVq3DFFVcgOTkZb7zxBn744Qf89NNPuPHGGzXvu9NxXl/j1wXcE6f169erHwIBR+K0ceNGiAjWr1+PhIQEDBgwwO08znN35GSURF0V8xptzGuY1zCvaV1eo9We1pz3xhtvxPHjx7Fu3ToAwFtvvYWamhqXQlhrf0ZabTr33HOxevVq2Gw2XH/99ejWrRsGDx7sMjdaW+NRVVWlmecAji+2nEXk9evXIz4+Xv0iLD09HSdPnsTevXvVQqBWgQhw5DrMczqHvrMbQL4lLS0No0ePbnK/2WxGSUmJ2/aWvLGGhITggQcewAMPPIATJ06o37pNnz4dP//8MwDHtyWvvvoqAOCXX37Bu+++i4ULF6K2thZLlizB119/jZycHGzYsMHlg1VxcXErr/Q3sbGx+O6772C325tMpmJiYqAoCr799luYTCa3/VrbnCIjI6EoCvLy8tz2Nd7WltfRsmfPHuzcuRPLli3DDTfcoG4/cOBAq87TVNudyYPz/3Nzc92Oy8nJgU6nQ2RkZKtes61tiomJAQDcd999LpP/NeT8g6UlJiYG0dHRWLt2reZ+q9Xa2ia3i4axb7y6Tk5OjhoH53FNxa3hZKwxMTGwWCxNTkbpPGdbRUdHN3nPaL1Ow29WveWNN95Ar1698M4777ic39MV0pxxLiws1Nw/ceJErFq1Clu2bMG3336LRYsWqfucidO2bduwefNmXHrppZrncJ7bWz8HIn/GvIZ5jRbmNe6Y1zRPKwdpzXkvuOACJCUlYenSpbjggguwdOlSjBkzBgMHDnQ5vjU/o6byohkzZmDGjBmoqanB5s2bsWjRIlxzzTXo2bMnxo0b1+Z4xMTENJvnAI6e0D/88IPL+9rAgQMRExOD9evXY8OGDUhMTGzyni0qKmKe00nYg4hapWfPnvjll19cPjydOnXKZVWMloiPj8fMmTNx9dVXIzMzU3OpyP79++Nvf/sbhgwZgu3btwP47Y2wcULx73//u7WXorroootQXV2NZcuWNXnMtGnTICI4fvw4Ro8e7fZvyJAhTT43JCQEZ555JlatWuXyjVFZWRk++ugjr72OFm/F66233oKIqI8PHz6MTZs2qV1GU1NTkZycjP/+978ux1VUVGDlypXqCiDe1JI29evXDzt37tSM5ejRo5tNhqZNm4ZTp06hvr5e87nNJWEdydnd+Y033nDZ/tNPP2H//v2YNGkSAMcwC7PZjDfffNPluE2bNrl1F582bRp+/fVXREdHa15745V9PDVp0iTs27dP/f12Wr58ORRFafJbJW9SFAVGo9ElycrLy/N4FTOj0YjevXvj119/1dzvvKZnnnkGJSUlLqsnDRo0CNHR0Vi0aBGqq6ubvH7nyj8Nk0oi8gzzGuY1APMa5jU9PWpra84bFBSE6667DqtXr8a3336LrVu3ug0D9fbPyGQyIT09HY899hgAqKvitTUeAwYMaHIVwkGDBiE2NhZff/01vv32W5c8R1EUnHvuuVi7di02b97cZJ6Tk5OD6upq5jmdhD2IqFWuu+46/Pvf/8a1116LW265BadOncLjjz+OsLCw0z53zJgxmDZtGoYOHYrIyEjs378fK1asUP/I7tq1C3PmzMHll1+Ofv36wWg04uuvv8auXbswf/58AI5xxZGRkZg9ezYWLFgAg8GAN998Ezt37vT4mq6++mosXboUs2fPRmZmJiZOnAi73Y4tW7YgLS0NV111Fc466yzceuut+OMf/4itW7fi3HPPRUhICHJzc/Hdd99hyJAhuO2225p8jYceeggXXnghfve73+Guu+5CfX09HnvsMYSEhLhU4Nv6Oo0NGDAAffr0wfz58yEiiIqKwkcffaR2b22p/Px8XHrppbjllltQUlKCBQsWwGw247777gPgWML78ccfxx/+8AdMmzYNs2bNQk1NDZ544gkUFxdj8eLFrXo9b7QJcCSMF110ES644ALMnDkTycnJKCwsxP79+7F9+3a89957TZ7/qquuwptvvokpU6bgzjvvxJlnngmDwYBjx45h/fr1mDFjRpM9PDpSamoqbr31Vjz//PPQ6XS46KKLcOjQIfz9739H9+7d8Ze//AWA4xvfu+++Gw8//DBuvvlmXH755Th69CgWLlzo1hV77ty5WLlyJc4991z85S9/wdChQ2G323HkyBF88cUXuOuuuzBmzJg2t/0vf/kLli9fjqlTp+LBBx9ESkoKPvnkE7z44ou47bbb3MbVtwfnErG33347fv/73+Po0aN46KGHkJiYqA4Taa0JEyY0uczuoEGDEBcXhw8++ACxsbHq3AvAb4nTBx98AKDpbtebN29GdHR0qz9YEZE75jXMa5jXMK/xNK9p7XlvvPFGPPbYY7jmmmtgsVhw5ZVXupzPGz+jf/zjHzh27BgmTZqEbt26obi4GP/85z9d5jZrazwmTJiA1157Db/88otbrqYoCiZMmID3338fIuLSgwhw9JaeO3cuRKTZPAdoOg+idtZh02GTT2tqOVgtr7/+uqSlpYnZbJaBAwfKO++806LVPubPny+jR4+WyMhIMZlM0rt3b/nLX/4iJ0+eFBGREydOyMyZM2XAgAESEhIioaGhMnToUHnmmWfEZrOp59m0aZOMGzdOgoODJTY2Vm6++WbZvn272xKfN9xwg4SEhLi137naRENVVVXyj3/8Q/r16ydGo1Gio6PlvPPOU5ejdnrttddkzJgxEhISIhaLRfr06SPXX3+9bN269bRxW7NmjQwdOlSMRqP06NFDFi9erNmWtryO1mof+/btk9/97nditVolMjJSLr/8cjly5Ijbz0eLc2WNFStWyB133CGxsbFiMpnknHPO0WzL6tWrZcyYMWI2myUkJEQmTZok33//vcsxzmtuuEypSNM/r/T0dBk0aJDHbdq5c6dcccUVEhcXJwaDQRISEuS8885TV1RoTl1dnTz55JMybNgwMZvNEhoaKgMGDJBZs2ZJVlaWelxKSopMnTpVs+1aq+M05Fzt44knnnDZ7rzO9957z2W71u9qfX29PPbYY9K/f38xGAwSExMj1157rRw9etTluXa7XRYtWiTdu3cXo9EoQ4cOlY8++kizneXl5fK3v/1NUlNTxWg0Snh4uAwZMkT+8pe/nHZZ4sY/Myet94nDhw/LNddcI9HR0WIwGCQ1NVWeeOIJl5VPmoqRSNvvJxGRxYsXS8+ePcVkMklaWpq88sormr+bLV3F7KuvvhIA8uOPP2ruv+KKKwSAupJHQ85VXpKTkzWfa7fbJSUlRf785z+fth1EgYx5DfMaLcxrmNd4M6/x5Lzjx48XAPKHP/xB83xt/Rl9/PHHctFFF0lycrIYjUaJi4uTKVOmyLfffuu1eJSUlEhoaKg8/vjjmvtffPFFASCxsbFu+5wrugJwuZ6GrrvuOhkyZEizbaD2o4g06MtIRNTAhg0bMHHiRLz33nv4/e9/39nNAeCbbSJqbOjQoTjrrLPw0ksvefW8X331FSZPnoy9e/dqTmBNRERN88UcwhfbRHQ6f/7zn/HVV19h7969Xp0jsrS0FElJSXjmmWdwyy23eO281HKcg4iIiMjLHn/8cSxbtgzHjh3z6nkffvhh3HjjjSwOERERUaf529/+huPHj2PlypVePe8zzzyDHj164I9//KNXz0stxwIRERGRl1144YV44oknkJ2d7bVzFhUVIT09HY888ojXzklERETUWvHx8XjzzTe9vhR9WFgYli1bBr2eUyV3Fg4xIyIiIiIiIiIKcOxBREREREREREQU4FggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCXKunB//mm2/wxBNPYNu2bcjNzcUHH3yASy65RN0vInjggQfw8ssvo6ioCGPGjMG//vUvDBo0SD2mpqYGd999N9566y1UVVVh0qRJePHFF9GtWzf1mKKiItxxxx1Ys2YNAODiiy/G888/j4iIiBa10263IycnB1arFYqitPYyiYiIyE+ICMrKypCUlASdTvu7sa6S3wDMcYiIiKhl+Y0nJ22VTz/9VP7617/KypUrBYB88MEHLvsXL14sVqtVVq5cKbt375Yrr7xSEhMTpbS0VD1m9uzZkpycLOvWrZPt27fLxIkTZdiwYWKz2dRjLrzwQhk8eLBs2rRJNm3aJIMHD5Zp06a1uJ1Hjx4VAPzHf/zHf/zHf/zHfwJAjh492uXzG+Y4/Md//Md//Md//NfwX3P5TWu1aZl7RVFcvmETESQlJWHu3Lm49957ATi+TYuPj8djjz2GWbNmoaSkBLGxsVixYgWuvPJKAEBOTg66d++OTz/9FBdccAH279+PgQMHYvPmzRgzZgwAYPPmzRg3bhx+/vlnpKamnrZtJSUliIiIwNGjRxEWFubpJTbJbrejoKAAsbGx3qvW+QHGRRvjoo1x0ca4aGNc3DEm2hrHpbS0FN27d0dxcTHCw8NP+3xfzm+A9s1xeE9pY1y0MS7aGBdtjIs2xkUb46KtYVzKy8tbld+0RKuHmDUnOzsbeXl5mDx5srrNZDIhPT0dmzZtwqxZs7Bt2zbU1dW5HJOUlITBgwdj06ZNuOCCC/DDDz8gPDxcTZ4AYOzYsQgPD8emTZs0E6iamhrU1NSoj8vKygAAoaGhCA0N9eZlAnD8YKqqqhAaGsobtgHGRRvjoo1x0ca4aGNc3DEm2hrHxW63A4DHw7E6M78BOjbH4T2ljXHRxrhoY1y0MS7aGBdtjIu2hnFx8uZwc68WiPLy8gAA8fHxLtvj4+Nx+PBh9Rij0YjIyEi3Y5zPz8vLQ1xcnNv54+Li1GMaW7RoER544AG37QUFBaiurm79xZyG3W5HSUkJRKTFN+yBtQc0t/e9sK/bvr4X9m1zGzuDJ3Fx0orBgbUHumwsGmptXJyxaBiDhtv8RUvj0tzvjj9qLi7+/HtyOi2NSyDEwqmpmPjj+0VrNI6Ls6Diqc7Mb4COzXHa8nfcnzEu2hgXbYyLNsZFG+OizV/i4u08vWFcKioqvHZeJ68WiJwaV7BE5LRVrcbHaB3f3Hnuu+8+zJs3T33s7E4eGxvbbkPMFEVpVZe3Y7XHNLfHxcW57dNKILsCT+LipBWDY7XHumwsGmptXJyxaBiDhtv8RUvj0tzvjj9qLi7+/HtyOi2NSyDEwqmpmPjj+0VrNI6L2Wz2ynk7I78BOjbHacvfcX/GuGhjXLQxLtoYF22MizZ/iYu38/SGcSkvL/faeZ28WiBKSEgA4PiGLDExUd2en5+vfuuWkJCA2tpaFBUVuXzLlp+fj/Hjx6vHnDhxwu38BQUFbt/eOZlMJphMJrftOp2u3W4oRVFadX4F2smfTqdz29eVfwlaGxf1eRoxUKB06Vg01Jq4OGPRMAYNt/mTlsSlud8df9VUXPz99+R0WhKXQImFk1ZM/PX9ojUaxqWtcejM/Abo+BzH07/j/o5x0ca4aGNctDEu2hgXbf4Ql/bI09szLl49Y69evZCQkIB169ap22pra7Fx40Y1ORo1ahQMBoPLMbm5udizZ496zLhx41BSUoIff/xRPWbLli0oKSlRjyEiIiLqCMxviIiIKBC0ugdReXk5Dhz4ba6H7OxsZGRkICoqCj169MDcuXPx6KOPol+/fujXrx8effRRBAcH45prrgEAhIeH46abbsJdd92F6OhoREVF4e6778aQIUNw/vnnAwDS0tJw4YUX4pZbbsG///1vAMCtt96KadOmtXiFDyIiIqKWYn5DREREga7VBaKtW7di4sSJ6mPnmPgbbrgBy5Ytwz333IOqqircfvvtKCoqwpgxY/DFF1/AarWqz3nmmWeg1+txxRVXoKqqCpMmTcKyZcsQFBSkHvPmm2/ijjvuUFcDufjii/HCCy94fKFERERETWF+Q0RERIGu1QWiCRMmQESa3K8oChYuXIiFCxc2eYzZbMbzzz+P559/vsljoqKi8MYbb7S2eUREREStxvyGiIiIAl3Xne2JiIiIiIiIiIi8ggUiIiIiIiIiIqIAxwIREREREREREVGAY4GIiIiIiIiIiCjAsUBERERERERERBTgWCAiIiIiIiIiIgpwLBAREREREREREQU4FoiIiIiIiIiIiAIcC0RERERERERERAGOBSIiIiIiIiIiogDHAhERERERERERUYBjgYiIiIiIiIiIKMCxQEREREREREREFOBYICIiIiIiIiIiCnAsEBERERERERERBTgWiIiIiIiIiIiIAhwLREREREREREREAY4FIiIiIiIiIiKiAMcCERERERERERFRgGOBiIiIiIiIiIgowLFAREREREREREQU4FggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCHAtEREREREREREQBjgUi6nTbXt7W2U0gIiIiIiIiCmgsEBERERERERERBTgWiIiIiIiIiIiIAhwLREREREREREREAY4FIiIiIiIiIiKiAMcCERERERERERFRgGOBiMjHcFU3IiIiIiIi6mgsEBERERERERERBTgWiIiIiIiIiIiIAhwLREREREREREREAY4FIiIiIiIiIiKiAMcCERERERERERFRgGOBiIiIiIiIiIgowLFAREREREREREQU4FggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCHAtEREREREREREQBjgUiIiIiIiIiIqIAp+/sBlDbbHt5m8vjUbeO6qSWEFF7a/z7TkREREREvqkr5u7sQUREREREREREFOBYIPIz217e1iUrlURERERERETUebxeIFq4cCEURXH5l5CQoO4XESxcuBBJSUmwWCyYMGEC9u7d63KOmpoa/PnPf0ZMTAxCQkJw8cUX49ixY95uaodgwYaIiKjrY35DRERE/q5dehANGjQIubm56r/du3er+x5//HE8/fTTeOGFF/DTTz8hISEBv/vd71BWVqYeM3fuXHzwwQd4++238d1336G8vBzTpk1DfX19ezTXbzmLU4FSoAqkayUioo7H/IaIiIj8WbtMUq3X612+VXMSETz77LP461//issuuwwA8PrrryM+Ph7//e9/MWvWLJSUlODVV1/FihUrcP755wMA3njjDXTv3h1ffvklLrjggvZoMhEREVGzmN8QERGRP2uXAlFWVhaSkpJgMpkwZswYPProo+jduzeys7ORl5eHyZMnq8eaTCakp6dj06ZNmDVrFrZt24a6ujqXY5KSkjB48GBs2rSpyQSqpqYGNTU16uPS0lIAgN1uh91u9/o12u12iEiT597+n+3ux0OaPlejfS1tc0vP2R4xaPJ1m4mLFoE0GQPnvpaeBwC2vrwVADDy5pEtbkN7a01cGv/cGseno36WHaGlcWnuPvdHTcVFKw6t/T3pypq7Xzrj/c4XnO5eCaRYNNQ4Lt6KQ2fkN0DH5jie/B0PBIyLNsZFG+OijXHRxrho84e4tEc+1jAu7REbrxeIxowZg+XLl6N///44ceIEHn74YYwfPx579+5FXl4eACA+Pt7lOfHx8Th8+DAAIC8vD0ajEZGRkW7HOJ+vZdGiRXjggQfcthcUFKC6urqtl+XGbrejpKQEIgKdzn2kXrXR9TXz8/PdtjW3Lz8/v9nXP7D2APpe2LfF59y0fJP6330v7NvsudvidHHRUm2sbjIGzn0tPU/j5/uK1sSl4XU0jIFzuy9dV1u1NC7N3ef+qKm4aMWhtb8nXVlz90vj35tAcbp7JZBi0VDjuDQc5uWpzspvgI7NcTz5Ox4IGBdtjIs2xkUb46KNcdHmD3Fpj3ysYVwqKiq8dl4nrxeILrroIvW/hwwZgnHjxqFPnz54/fXXMXbsWACAoiguzxERt22Nne6Y++67D/PmzVMfl5aWonv37oiNjUVYWJgnl9Isu90ORVEQGxvrcsM6ew6ZYXY5Pi4uDsdqtSei1NoXFxfX7Osfqz3W6nM23Odsp7d72TQVl+Y0dS3ObaeLRcPzNH6+r2hNXBpeR8MYOLf70nW1VUvj0ty97I+aiotWHFr7e9KVNXe/NP69CRSnu1cCKRYNNY6L2Ww+/ZNOo7PyG6BjcxxP/o4HAsZFG+OijXHRxrhoY1y0+UNc2iMfaxiX8vJyr53XqV2GmDUUEhKCIUOGICsrC5dccgkAx7doiYmJ6jH5+fnqt24JCQmora1FUVGRy7ds+fn5GD9+fJOvYzKZYDKZ3LbrdLp2u6EURXE7vwLtJE+n07Vq3+narEBp9Tm19rVHbLTi0uzxTVyLc1trztP4+b6kpXFpeB0NY9CeP7PO1JK4NHcv+6uWvr+09vekq2vqfmn8exNImrtXAi0WDTWMS3vEoaPyG6Djc5zW/h0PFIyLNsZFG+OijXHRxrho6+pxaa98rD3j0u6Rrqmpwf79+5GYmIhevXohISEB69atU/fX1tZi48aNanI0atQoGAwGl2Nyc3OxZ8+e0yZQ1Hpc+YuIiKj1mN8QERGRv/F6D6K7774b06dPR48ePZCfn4+HH34YpaWluOGGG6AoCubOnYtHH30U/fr1Q79+/fDoo48iODgY11xzDQAgPDwcN910E+666y5ER0cjKioKd999N4YMGaKu+kHUUs7i16hbR3VyS4iIqCtjfkNERET+zusFomPHjuHqq6/GyZMnERsbi7Fjx2Lz5s1ISUkBANxzzz2oqqrC7bffjqKiIowZMwZffPEFrFareo5nnnkGer0eV1xxBaqqqjBp0iQsW7YMQUFB3m4u/Q8LKf5n28vb+PMkIvIS5jdERETk77xeIHr77beb3a8oChYuXIiFCxc2eYzZbMbzzz+P559/3sutIyIiImo95jdERETk77rmbE9E1GKcZ4qIiIiIiIhOp91XMaOup2ExgUOUiIiIiIiIiPwfexAREREREREREQU4FoiIiIiIiIiIiAIch5hRszjcjNrbgbUHEHd9XGc3g4iIiIiIKKCxQEQBgYUuIiIiIiIioqZxiBlRgOBqZkRERERERNQUFoioVVhgICIiIiIiIvI/LBBRp2BvFqLOx99BIiIiIiJyYoGIiIiIiIiIiCjAcZJq8oiz50FrJ3xmjwUiIiIiIiIi38MeRNQhfKkw5GxLoLaJw/uIiIiIiIioMRaIqE1YbPAcY0dERERERES+WUGFFAAAHM5JREFUgkPMyGu2vbwNI24egQNrD+BY7TEoUAC0fhgaEREREREREXUsFoiIAljDHkws5BEREREREQUuFogooHVGgYTDyjrXtpe3sRhGRERERETUCOcgIqIOxyIZERERERGRb2GBiKidOYshB9Ye6OSWdC2cxJuIiIiIiKjjsEBERAHDFwtOvtgmIiIiIiIKPCwQEREREREREREFOBaIiCggsecOERERERHRb7iKGVE7YPHBc4ydNsaFiIiIiIjaEwtERP/j/AAeqEugNyxABGoMiIiIiIiIAhWHmBERERERERERBTgWiIiIAty2l7dxCBsRERERUYDjEDPyC97+cOvpcDN+yPYcY+du+3+2Q4HCIX9ERERERNTu2IOIiIiIiIiIiCjAsUBERJoCZdhRoFwnERERERFRczjEjKgZLVnZK9BXPyMiIiIiIqKujwUiIiIfsu3lbRAIqo3VMMPc2c0hIiIiIqIAwQIRUQtte3kbRt06isORvGj7f7YDxs5uBREREREREXEOIiJqFufoaTlnnBrHizEkIiIiIiJfxwIREREREREREVGAY4GIiAgd18unuddhLyMiIiIiIuosLBAREXkBiztERERERNSVsUBERC0SSPPoNDWXEBERERERkb/iKmZE1GFYcCEiIiIiIvJNLBAREbWD0xXDWCwjIiIiIiJfwgIREVEzGhZyRt06qhNb0v6c1+rv10lERERERO5YICKiVmtN0YRFByIiIiIiIt/HAhERtUnjYhGHThEREREREXU9XMWMiKgVWAAjX8d7lIiIiIg8wQIREREREREREVGAY4GIiMgD217exp4aRERERETkN1ggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIjIDYfPEREREREFFp8vEL344ovo1asXzGYzRo0ahW+//bazm0RERETUJsxviIiIyNf4dIHonXfewdy5c/HXv/4VO3bswDnnnIOLLroIR44c6eymEREREXmE+Q0RERH5Ip8uED399NO46aabcPPNNyMtLQ3PPvssunfvjpdeeqmzm0ZERETkEeY3RERE5Iv0nd2AptTW1mLbtm2YP3++y/bJkydj06ZNbsfX1NSgpqZGfVxaWgoAsNvtsNvtXm+f3W6HiLidWyBNH9+Kfadrs0BafU5v7WuqvQ33Ndzfmuc1te90tNrcWfFpbl9bYuDc19L7uTPvkZbsa3ivtOWcrdEwht7+eTQ+d2uupfE5pMH/WnpOT97nvPG715Gaet8FXN8DfK3d7UkrJoEai4Yax8WX4tDa/Abo2Bynud+zQMa4aGNctDEu2hgXbYyLNn+IS2s/v7VEw7i0R2wUEdH+1NHJcnJykJycjO+//x7jx49Xtz/66KN4/fXXkZmZ6XL8woUL8cADD7id55dffoHVavV6++x2O0pKShAeHg6dzqc7YnUoxkUb46KNcdHGuGhjXNwxJtoax6WsrAz9+/dHSUkJwsLCOrVtrc1vgI7NcXhPaWNctDEu2hgXbYyLNsZFG+OirWFcKioqvJ7f+GwPIidFUVwei4jbNgC47777MG/ePPVxaWkpunfvjtjY2HZJBu12OxRFQWxsLG/YBhgXbYyLNsZFG+OijXFxx5hoaxwXs9nc2U1y09L8BujYHIf3lDbGRRvjoo1x0ca4aGNctDEu2hrGpby83Ovn99kCUUxMDIKCgpCXl+eyPT8/H/Hx8W7Hm0wmmEwmt+06na7dbihFUdr1/F0V46KNcdHGuGhjXLQxLu4YE20N4+JLsWltfgN0fI7De0ob46KNcdHGuGhjXLQxLtoYF23tGRefLRAZjUaMGjUK69atw6WXXqpuX7duHWbMmHHa5ztHzjnH6Xub3W5HWVkZzGYzb9gGGBdtjIs2xkUb46KNcXHHmGhrHBdnLuALo+rbmt8A7Zvj8J7SxrhoY1y0MS7aGBdtjIs2xkVbw7g4exB5M7/x2QIRAMybNw/XXXcdRo8ejXHjxuHll1/GkSNHMHv27NM+t6ysDADQvXv39m4mERERdQFlZWUIDw/v7Ga0Kb8BmOMQERHRb7yZ3/h0gejKK6/EqVOn8OCDDyI3NxeDBw/Gp59+ipSUlNM+NykpCUePHoXVam1yTH9bOMf/Hz16tNMnvPQljIs2xkUb46KNcdHGuLhjTLQ1jouIoKysDElJSZ3dNABty2+A9s1xeE9pY1y0MS7aGBdtjIs2xkUb46KtYVysVqvX8xufXcXM15WWliI8PNwnVkTxJYyLNsZFG+OijXHRxri4Y0y0MS6eY+y0MS7aGBdtjIs2xkUb46KNcdHW3nHhYD4iIiIiIiIiogDHAhERERERERERUYBjgchDJpMJCxYs0Fx2NpAxLtoYF22MizbGRRvj4o4x0ca4eI6x08a4aGNctDEu2hgXbYyLNsZFW3vHhXMQEREREREREREFOPYgIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCHAtEREREREREREQBjgUiD7z44ovo1asXzGYzRo0ahW+//bazm9SuvvnmG0yfPh1JSUlQFAWrV6922S8iWLhwIZKSkmCxWDBhwgTs3bvX5Ziamhr8+c9/RkxMDEJCQnDxxRfj2LFjHXgV3rdo0SKcccYZsFqtiIuLwyWXXILMzEyXYwItNi+99BKGDh2KsLAwhIWFYdy4cfjss8/U/YEWj6YsWrQIiqJg7ty56rZAjM3ChQuhKIrLv4SEBHV/IMbE6fjx47j22msRHR2N4OBgDB8+HNu2bVP3B2Jsevbs6Xa/KIqCP/3pTwACMybtIZByHOY32pjfaGOOc3rMb37DHKdpzHHc+VSOI9Qqb7/9thgMBnnllVdk3759cuedd0pISIgcPny4s5vWbj799FP561//KitXrhQA8sEHH7jsX7x4sVitVlm5cqXs3r1brrzySklMTJTS0lL1mNmzZ0tycrKsW7dOtm/fLhMnTpRhw4aJzWbr4KvxngsuuECWLl0qe/bskYyMDJk6dar06NFDysvL1WMCLTZr1qyRTz75RDIzMyUzM1Puv/9+MRgMsmfPHhEJvHho+fHHH6Vnz54ydOhQufPOO9XtgRibBQsWyKBBgyQ3N1f9l5+fr+4PxJiIiBQWFkpKSorMnDlTtmzZItnZ2fLll1/KgQMH1GMCMTb5+fku98q6desEgKxfv15EAjMm3hZoOQ7zG23Mb7Qxx2ke8xtXzHG0McfR5ks5DgtErXTmmWfK7NmzXbYNGDBA5s+f30kt6liNEyi73S4JCQmyePFidVt1dbWEh4fLkiVLRESkuLhYDAaDvP322+oxx48fF51OJ2vXru2wtre3/Px8ASAbN24UEcbGKTIyUv7zn/8wHiJSVlYm/fr1k3Xr1kl6erqaQAVqbBYsWCDDhg3T3BeoMRERuffee+Xss89ucn8gx6ahO++8U/r06SN2u50x8ZJAznGY3zSN+U3TmOM4ML9xxxxHG3OclunMHIdDzFqhtrYW27Ztw+TJk122T548GZs2beqkVnWu7Oxs5OXlucTEZDIhPT1djcm2bdtQV1fnckxSUhIGDx7sV3ErKSkBAERFRQFgbOrr6/H222+joqIC48aNC/h4AMCf/vQnTJ06Feeff77L9kCOTVZWFpKSktCrVy9cddVVOHjwIIDAjsmaNWswevRoXH755YiLi8OIESPwyiuvqPsDOTZOtbW1eOONN3DjjTdCURTGxAuY47jiPfUb5jfumOO4Yn6jjTmOO+Y4p9fZOQ4LRK1w8uRJ1NfXIz4+3mV7fHw88vLyOqlVnct53c3FJC8vD0ajEZGRkU0e09WJCObNm4ezzz4bgwcPBhC4sdm9ezdCQ0NhMpkwe/ZsfPDBBxg4cGDAxsPp7bffxvbt27Fo0SK3fYEamzFjxmD58uX4/PPP8corryAvLw/jx4/HqVOnAjYmAHDw4EG89NJL6NevHz7//HPMnj0bd9xxB5YvXw4gcO+XhlavXo3i4mLMnDkTAGPiDcxxXPGecmB+44o5jjvmN9qY42hjjnN6nZ3j6D1sd0BTFMXlsYi4bQs0nsTEn+I2Z84c7Nq1C999953bvkCLTWpqKjIyMlBcXIyVK1fihhtuwMaNG9X9gRYPADh69CjuvPNOfPHFFzCbzU0eF2ixueiii9T/HjJkCMaNG4c+ffrg9ddfx9ixYwEEXkwAwG63Y/To0Xj00UcBACNGjMDevXvx0ksv4frrr1ePC8TYOL366qu46KKLkJSU5LI9kGPiLcxxXAX6PcX8xhVzHFfMb5rGHEcbc5zT6+wchz2IWiEmJgZBQUFuVbj8/Hy3il6gcM7G31xMEhISUFtbi6KioiaP6cr+/Oc/Y82aNVi/fj26deumbg/U2BiNRvTt2xejR4/GokWLMGzYMPzzn/8M2HgAjm6f+fn5GDVqFPR6PfR6PTZu3IjnnnsOer1evbZAjE1DISEhGDJkCLKysgL6fklMTMTAgQNdtqWlpeHIkSMAAve9xenw4cP48ssvcfPNN6vbAj0m3sAcxxXvKeY3WpjjuGJ+03LMcRyY4zTPF3IcFohawWg0YtSoUVi3bp3L9nXr1mH8+PGd1KrO1atXLyQkJLjEpLa2Fhs3blRjMmrUKBgMBpdjcnNzsWfPni4dNxHBnDlzsGrVKnz99dfo1auXy/5Ajk1DIoKampqAjsekSZOwe/duZGRkqP9Gjx6NP/zhD8jIyEDv3r0DNjYN1dTUYP/+/UhMTAzo++Wss85yW1L6l19+QUpKCgC+tyxduhRxcXGYOnWqui3QY+INzHFcBfI9xfym5QI9x2F+03LMcRyY4zTPJ3KcVk1pTeoSsK+++qrs27dP5s6dKyEhIXLo0KHOblq7KSsrkx07dsiOHTsEgDz99NOyY8cOddnbxYsXS3h4uKxatUp2794tV199teaye926dZMvv/xStm/fLuedd16XXopQROS2226T8PBw2bBhg8uyhJWVleoxgRab++67T7755hvJzs6WXbt2yf333y86nU6++OILEQm8eDSn4SofIoEZm7vuuks2bNggBw8elM2bN8u0adPEarWq76eBGBMRx1LBer1eHnnkEcnKypI333xTgoOD5Y033lCPCdTY1NfXS48ePeTee+912xeoMfGmQMtxmN9oY36jjTlOyzC/cWCOo405TtN8JcdhgcgD//rXvyQlJUWMRqOMHDlSXfbTX61fv14AuP274YYbRMSxHOGCBQskISFBTCaTnHvuubJ7926Xc1RVVcmcOXMkKipKLBaLTJs2TY4cOdIJV+M9WjEBIEuXLlWPCbTY3HjjjervRmxsrEyaNElNnEQCLx7NaZxABWJsrrzySklMTBSDwSBJSUly2WWXyd69e9X9gRgTp48++kgGDx4sJpNJBgwYIC+//LLL/kCNzeeffy4AJDMz021foMbE2wIpx2F+o435jTbmOC3D/MaBOU7TmONo85UcRxERaV2fIyIiIiIiIiIi8iecg4iIiIiIiIiIKMCxQEREREREREREFOBYICIiIiIiIiIiCnAsEBERERERERERBTgWiIiIiIiIiIiIAhwLREREREREREREAY4FIiIiIiIiIiKiAMcCERF5xZgxY/DYY4912utv3rwZQUFBqKys1Nw/a9YsXHPNNR3cKu96/vnnMWTIEPXxXXfdhenTp3dii4iIiPwb85v2x/yGyHewQEREbWa327Fnzx4MGzas09qwc+dO9OvXD8HBwZg/fz5uvvlml/2LFi3CK6+80uLziQiioqKwevVqL7fUcxkZGRg+fHiTj4mIiMh7mN90DOY3RL6DBSIiarPMzExUVla26o+5zWaDiHitDTt37mz29aOiohASEtLi8x04cABFRUU488wz29Qub15n44TpdNdMREREnmN+0zTmN0T+iQUiIj9x4MABKIqCTz75BJMmTUJwcDBSU1OxZcsWl+M++OADnHHGGQgODkbfvn2xdOlSl/09e/bE448/jmuvvRZWqxU9evTA2rVrcfjwYcyYMQOhoaFITU3F1q1b1edkZGQgLi4OGzZsQFpaGqxWKy699FIUFhaqxyxcuBDp6en45z//iV69eiEqKgqAI8F4+umn0adPH1gsFowcORLffvtts9daXFyMmTNnwmq1onv37njvvfewc+fOJr/hO3ToEBRFweHDhwEAX375JcxmM9atW4cxY8bAYrFg1KhROHDgAABg2bJl6N+/PwAgOTkZiqLgpZdeAgAUFhbi9ttvR1xcHMLCwjB16lQcPXq02eu85557cPbZZ7u0yW63Y+jQoXjwwQcBAEeOHMFVV12F7t27w2KxIC0tDStXrlSPt9ls2Lt3r5owHT16FKdOnXJJoPbt24dp06YhNDQUcXFxmDNnDmpqatT9GzZsQHp6OiIiIhAWFoYzzjgDe/fubTbWREREnYn5DfMb5jdEHUiIyC+8//77oiiKTJw4Ub7++mv55Zdf5Pzzz5cJEyaox7z88ssSHh4uy5Ytk4MHD8qyZcskKChINm7cKCIiRUVFAkD69esn7777rmRlZcmUKVOkd+/ekp6eLh999JFkZmbKWWedJVOmTFHPe88990hISIhcdtllsmfPHtm4caMkJyfLrFmz1GNmzJghISEhcvPNN8vu3btl3759Yrfb5ZJLLpH09HTZuHGj/Prrr/LXv/5VoqKipKSkRPM6KysrZejQoTJ58mTJyMiQH3/8UYYMGSIWi0U+/fRTERG599575aabblKf88EHH0hERIT6+MknnxSLxSJTpkyRzZs3y549e2TYsGEyc+ZMEREpLy+XefPmSXp6uuTm5kpubq5UV1dLQUGB9O7dW2bPni27du2SvXv3ytSpU2XSpEnNXufrr7/u8voiIsuXL5f4+HgpLy8XEZFNmzbJK6+8Irt27ZJff/1V/va3v4nJZJLCwkIREdm1a5cAkJMnT4qIyJo1a8RqtYrdblefHxERIc8++6xkZWXJN998I3379pWHHnpIRESysrLEarXKCy+8IL/++qvs3r1bXnzxRTlx4sTpby4iIqJOwvyG+Q3zG6KOwwIRkZ/4+9//LhEREZKfn69ue+GFF2TQoEEiInLixAmxWCzy7rvvujzv3HPPlXvuuUdERDZs2CAA5KuvvlL3L1u2TBRFkZ07d6rbFi9eLCNHjlQfT548WYYPHy719fXqtkceeURSU1PVxz179pSpU6e6vPaKFSukX79+Ul1d7bI9NDRUTeoae/DBB6V3795SW1urbluyZIkAkJycHM3nLFy4UNLT09XH1113nfTp00cqKyvVbXfffbdL+2bMmCF33XWXy3luuukmuf766122bd26VQwGg9hstiavc/v27S7tq6mpkZ49e8qLL76o2V7nMQBk+/btIuJIuLp16+YSh7PPPltERGw2m6Smpsprr73mco4nn3xSJk6cKCIir776qnTr1k1qamqafE0iIiJfw/yG+Q3zG6KOwyFmRH5i586dmD59OmJjY9VtBw8eRN++fQEAq1atQkREBP7v//7P5XlGo1HtppuRkYGUlBScd9556v4jR47gzDPPxNChQ1229erVy+W177jjDuh0v72lhISEwG63AwBKSkpw6NAh3HHHHS6v/eqrryI7OxvR0dEIDQ1V/5WXl0Ov12te52uvvYY5c+bAYDCo2wwGA2JjY5GYmKj5nIyMDJfu2Tt37sQ111wDi8WiGSsA2LFjh8tzqqqq8N///hfvvPOOS1vPOeccKIoCnU7X5HWmpaUhKChI7e68ZMkSGAwG3HLLLeoxn332GaZMmYJevXrBarWqXdS7deumXkNTEzh+9913yMzMxJw5c1zadv/996txPOuss1BVVYW0tDTcd9992Llzp2asiIiIfAnzG+Y3zG+IOo72OxQRdTk7d+7Evffe67Jtx44dOPfccwEAe/fuxcCBA12SHBHB/v37cdVVV6nnGDt2rNs5xowZ4/ZaF154IQAgLy8PJ06ccJtMcPv27RgxYoR6fFBQEM455xy38yxZsgTp6elu15OSkuK2zZmgjBw50u21mpvMcOfOnbj44osBAHV1ddi/fz8WL17sdp3OJVWLiopw5MgRlwQqKysLVVVV2L17N8xms8tz9Xo9FEVp8jrNZjP69u2Lffv2YezYsXjkkUfwr3/9S01uVqxYgdtuuw0LFizAggULEBkZiVWrVuH5559XE+KMjAyMHz9ePWdGRgamTJmiXt/QoUNdxvQ7Wa1WAEBqaiqys7Px8ccf4/3338fIkSPx1FNPYe7cuU3GjYiIqLMxvxnudnzD12F+w/yGyJtYICLyAyUlJTh8+LCasDhlZGSo3/ZYrVZUVVW57H/33XdRVFSEGTNmqMdfeeWVLsfs2LFDTT4AR9K1e/duzJ8/X90PAPX19eoxubm5ePfdd9UlVDMyMpCamuryjRbg+GbMbre7fLPVHGfy1/A6CgoK8Prrr+O2227TfE5paSkOHTqkJkP79u1DXV2dS6xKSkqQnZ2tJmG7d++GXq9HWlqaS1sBwGQyNdnepq4TAAYPHox9+/bhqaeeQs+ePfH73/9e3bd06VLceuut+H//7/8BcMTyww8/dFvR4/bbbwcAlJWVubTXYDCgsLAQvXv3dkmQG7Narbj66qtx9dVX449//CO+//57JlBEROSzmN8wv2F+Q9SxOMSMyA84v9lp+I3Q4cOHUVRUpP6RnTp1KjZv3owVK1bg0KFDWL58OWbNmoVnn30WMTExsNls2Ldvn8u3V8XFxTh06JDLH/Ls7GyUlpaq2zIyMhAWFoYFCxbgwIED2Lx5M84//3xceumluOCCC9T2NU7uAGDKlCl44IEH8NFHH+HQoUPYsmULHnnkEWzevFnzOq1WKwYPHoyHHnoIe/bswZYtWzBjxgxUVFQ0ucKHMzaDBg1SHycmJiIhIUE9JiMjAwaDAQMHDgTgWIHDbrfjxx9/RF5eHmpra9GvXz/07dsXN954I7Zs2YLs7GysX78ec+bMQWVlZbPXCQBDhgzBd999h6eeegqPP/64y76oqCh899132LdvH7Zu3YrLL78cu3btUs/VeEWPjIwMBAUFYfDgwQCASZMmoaCgALfffjv27duHzMxMfPjhh/j73/8OANi0aRP+8Y9/YMuWLTh8+DBWrVqFjz/+2K07PhERkS9hfsP8hvkNUQfr3CmQiMgbnnvuOXWyRqfGK1uIiLzyyivSu3dvMZvNMmrUKFm1apW6b/fu3QJACgoK1G3r168Xg8HgMvHfqlWrJCYmRn185ZVXyp/+9Ce57777JCwsTGJiYuQf//iH1NXVqceMGjVKnnjiCbd2l5SUyG233SbJycliMpkkJSVFrrvuOpc2NLZt2zYZNmyYhISEyIgRI+S5554TALJnzx7N459//nkZPHiw+njevHlukyw+88wzMmzYMPVxXV2dXHXVVRISEiIAZNeuXSIi8vPPP8u0adMkKipKgoODZeDAgTJ//vzTXqeIyMqVKwWAy+ooTpmZmXLGGWeIyWSSIUOGyOrVqyUqKkree+89ERH56KOPXFb0aHxNIiKfffaZnHHGGRISEiIREREyduxYWbFihYiIfPPNN3L22WdLeHi4WCwWGTZsmLz++uua7SQiIvIVzG+Y3zC/IepYiohI55WniIiIiIiIiIios3GIGRERERERERFRgGOBiIiIiIiIiIgowLFAREREREREREQU4FggIiIiIiIiIiIKcCwQEREREREREREFOBaIiIiIiIiIiIgCHAtEREREREREREQBjgUiIiIiIiIiIqIAxwIREREREREREVGAY4GIiIiIiIiIiCjAsUBERERERERERBTgWCAiIiIiIiIiIgpw/x9SNaocaoBDPgAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -347,26 +347,28 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n), T_ext, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n), T_ext, color='red',alpha=0.4)\n", "axs1[0,0].set_title(\"Température extérieure à Montréal (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs1[0,1].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Coût optimal={})\".format(objectif.value),y=1.05)\n", @@ -401,17 +403,17 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 296, "id": "3c2a6c3e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "1.9898040404466006" + "1.9898040404466002" ] }, - "execution_count": 78, + "execution_count": 296, "metadata": {}, "output_type": "execute_result" } @@ -443,13 +445,13 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 297, "id": "cefbc06c", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -463,26 +465,28 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n), T_ext, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n), T_ext, color='red',alpha=0.4)\n", "axs1[0,0].set_title(\"Température extérieure à Montréal (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs1[0,1].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Coût optimal={})\".format(objectif.value),y=1.05)\n", @@ -504,9 +508,9 @@ "id": "2c111601", "metadata": {}, "source": [ - "L'objectif était de minimiser le coût total de l'électricité consommée par la pompe à chaleur tout en maintenant le bâtiment dans une certaine plage de températures. Le coût minimum observé est de 8.182\\$ pour la semaine commençant au 13050ème intervalle (milieu de la 19ème semaine de l'année) et 1.965\\$ pour celle commençant au 22504ème intervalle (début de la 37ème semaine). Notre code s'exécute en respectivement 0.0419 et 0.0387 secondes pour les deux semaines testées.\n", + "L'objectif était de minimiser le coût total de l'électricité consommée par la pompe à chaleur tout en maintenant le bâtiment dans une certaine plage de températures. Le coût minimum observé est de 8.182\\\\$ pour la semaine commençant au 13050ème intervalle (milieu de la 19ème semaine de l'année) et 1.990\\\\$ pour celle commençant au 22504ème intervalle (début de la 37ème semaine). Notre code s'exécute en respectivement 0.0419 et 0.0387 secondes pour les deux semaines testées.\n", "\n", - "Comme attendu le coût est plus important quand les températures sont plus basses et, de plus, nous remarquons dans l'analyse des graphiques que la puissance totale de la pompe réagit directement avec les variations de l'extérieur. On observe sept pics de puissance dûs aux passages au tarif des heures creuses. L'utilisation de la pompe est privilégiée durant ces heures-ci." + "Comme attendu, le coût est plus important quand les températures sont plus basses et, de plus, nous remarquons dans l'analyse des graphiques que la puissance totale de la pompe réagit directement avec les variations de l'extérieur. On observe sept pics de puissance dûs aux passages au tarif des heures creuses. L'utilisation de la pompe est privilégiée durant ces heures-ci. De ces pics, les plus gros surviennent durant les périodes de températures extérieures les plus élevées. A l'inverse, l'unique utilisation de la pompe en mode normal survient quand la température extérieure est la plus basse. On voit aussi que les deux modes de la pompe ne sont jamais activés simultanément." ] }, { @@ -520,6 +524,25 @@ "</div>" ] }, + { + "cell_type": "markdown", + "id": "b4bf2cbb", + "metadata": {}, + "source": [ + "D'une part, en relaxant les contraintes sur la plage de température admissible, on s'attend à observer une diminution de la fonction coût. D'autre part, sur base de la théorie de l'analyse post-optimale, si on modifie le vecteur des ressources de $b$ à $b+\\Delta b$, le sommet dual $y^{*}$ reste inchangé et tant que le condition d'admissibilité, $B^{-1}(b+\\Delta b)\\ge 0$, demeure sastifaite, le coût optimal augmente de $y^{*T} \\Delta b$. Dans notre situation, soit $b=(T_{min},T_{max})$ les contraintes sur la plage de température, soit $y^{*}$ le vecteur des valeurs du sommet dual issue de ces contraintes et soit $\\Delta b=(-\\delta_{min},-\\delta_{max})$ la variation sur la plage de température (on définit ici $\\delta \\ge 0$). En effet : \n", + "\n", + "Pour la diminution de $T_{min}$ : $T_i\\ge T_{min}-\\delta_{min}$ \n", + "\n", + "Pour l'augmentation de $T_{max}$ : $T_i\\le T_{max}+\\delta_{max}$ soit $-T_i\\ge-T_{max}-\\delta_{max}$\n", + "\n", + "La fonction coût diminue alors selon :\n", + "$\\Delta z = y^{*T}.(-\\delta_{min};-\\delta_{max})$\n", + "\n", + "Le problème se présentant ici sous forme géométrique, $y^{*T}\\ge0$. On assiste bien, conformément à nos attentes, à une diminution du coût. \n", + "\n", + "Le solveur nous fournit $y^{*T}$ via les commandes \"probleme.constraints[2].dual_value\" et \"probleme.constraints[3].dual_value\". Par contre, ne possédant pas d'informations supplémentaires sur $B^{-1}$, on peut seulement supposer que ce résulat fournit une valeur exacte pour des petites modifications $\\Delta b$ telle que la condition d'admissibilté est satisfaite. Pour des modifications plus importantes, ces résultats présentent tout de même une approximation de la fonction coût, quoique inférieure à la réalité. " + ] + }, { "cell_type": "markdown", "id": "dd5e6cd6", @@ -591,18 +614,18 @@ "Nous reprenons une modélisation très proche de celle d'auparavant tout en ajoutant et modifiant certaines contraintes.\n", "\n", "On peut modéliser le problème de minimisation du coût comme suit : \n", - "$$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) \\quad \\text{tel que}\\\\ $$\n", + "$$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i, x_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) \\quad \\text{tel que}\\\\ $$\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_0=T_{initial}\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_n=T_{final}\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{min} \\le T_i \\le T_{max} \\qquad ,\\forall i \\in [0,n]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{n_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{r_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le x_{i//16}*p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad x_{i//16}*p_{max}*0.25 \\le p_{n_i}+p_{r_i}\\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le x_{i//4h} \\cdot p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0.25\\cdot x_{i//4h} \\cdot p_{max} \\le p_{n_i}+p_{r_i}\\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} - \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "\n", - "Avec cette formulation mixte (i.e. combinant des variables discrètes binaires et des variables continues), nous utilisons des variables binaires ($ x_{i} $) où chaque variable définit pour quatre heures (seize intervalles) si la pompe est allumée ($ x_{i} = 1 $) où non ($ x_{i} = 0 $). " + "$\\textbf{Remarque :}$ \"//\" représente la division entière.<p>\n", + "Avec cette formulation mixte (i.e. combinant des variables discrètes binaires et des variables continues), nous utilisons des variables binaires ($ x_{i} $) où chaque variable définit pour $h$ heures ($4h$ intervalles) si la pompe est allumée ($ x_{i} = 1 $) où non ($ x_{i} = 0 $). La variables $x_i$ est donc commune pour $4h$ intervalles. Lorsqu'elle vaut 0, la variable $x_i$ force les puissances $p_{n_i}$ et $p_{r_i}$ à 0, tandis que lorsqu'elle vaut 1, la contrainte sur les puissances se résume à $0.25 p_{max} \\le p_{n_i}+p_{r_i} \\le p_{max}$. Au vu de la consigne, il n'y a pas lieu d'interdire l'utilisation simultanée des deux modes de la pompe.</p>" ] }, { @@ -617,17 +640,17 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 298, "id": "9fbb0da2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "8.689445166544632" + "8.68944516654463" ] }, - "execution_count": 80, + "execution_count": 298, "metadata": {}, "output_type": "execute_result" } @@ -660,13 +683,13 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 299, "id": "0f482be2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1400x800 with 4 Axes>" ] @@ -682,27 +705,30 @@ "#axs[0, 0].set_title(\"Température extérieure à Montréal\")\n", "fig.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs[0,0].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,0].grid('on', alpha=0.3)\n", "\n", - "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='purple', alpha=0.4)\n", + "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='darkcyan',alpha=0.4)\n", + "axs[0,1].bar(np.arange(n), p_n_i.value+p_r_i.value,color='turquoise',alpha=0.4)\n", "axs[0,1].set_title(\"Puissance totale de la pompe (W)\")\n", "axs[0,1].set_ylim(-30,1030)\n", - "axs[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,1].grid('on', alpha=0.3)\n", "\n", - "axs[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs[1,0].set_ylim(-30,1030)\n", - "axs[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,0].grid('on', alpha=0.3)\n", "\n", - "axs[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs[1,1].set_ylim(-30,1030)\n", - "axs[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,1].grid('on', alpha=0.3)\n", "\n", "fig.suptitle(\"Graphes de la solution optimale pour x=2h (Coût optimal={})\".format(objectif.value))\n", @@ -712,7 +738,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 300, "id": "4189d852", "metadata": {}, "outputs": [ @@ -722,7 +748,7 @@ "8.394198342520985" ] }, - "execution_count": 85, + "execution_count": 300, "metadata": {}, "output_type": "execute_result" } @@ -750,13 +776,13 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 301, "id": "1d05bc1e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1400x800 with 4 Axes>" ] @@ -772,27 +798,30 @@ "#axs[0, 0].set_title(\"Température extérieure à Montréal\")\n", "fig.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs[0,0].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,0].grid('on', alpha=0.3)\n", "\n", - "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='purple', alpha=0.4)\n", + "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='darkcyan',alpha=0.4)\n", + "axs[0,1].bar(np.arange(n), p_n_i.value+p_r_i.value,color='turquoise',alpha=0.4)\n", "axs[0,1].set_title(\"Puissance totale de la pompe (W)\")\n", "axs[0,1].set_ylim(-30,1030)\n", - "axs[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,1].grid('on', alpha=0.3)\n", "\n", - "axs[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs[1,0].set_ylim(-30,1030)\n", - "axs[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,0].grid('on', alpha=0.3)\n", "\n", - "axs[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs[1,1].set_ylim(-30,1030)\n", - "axs[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,1].grid('on', alpha=0.3)\n", "\n", "fig.suptitle(\"Graphes de la solution optimale pour x=2h (Coût optimal={})\".format(objectif.value))\n", @@ -805,9 +834,9 @@ "id": "348d4df8", "metadata": {}, "source": [ - "Rappelons nous de la solution optimale du problème d'origine qui était de 8.182 \\$. En imposant comme contrainte que la pompe doit rester allumée ou éteinte quatre heures consécutives nous observons un coût de 8.689 \\$ (ce qui représente une hausse de 6.2%) et en imposant cette fois ci qu'elle doit rester allumée ou éteinte à chaque fois durant deux heures consécutives nous observons un prix de 8.394 $ (ce qui représente ne hausse de 2.6%). Ces résultats correspondent aux attentes, la contrainte x=2 est plus restrictive que le problème que le problème de départ et celle de x=4 l'est plus encore. Il est donc normal de rencontrer une augmentation du prix comme il sera plus compliqué de répondre aux contraintes. \n", + "Rappelons-nous de la solution optimale du problème d'origine qui était de 8.182\\\\$. En imposant comme contrainte que la pompe doit rester allumée ou éteinte quatre heures consécutives nous observons un coût de 8.689\\\\$ (ce qui représente une hausse de 6.2%) et en imposant cette fois ci qu'elle doit rester allumée ou éteinte à chaque fois durant deux heures consécutives nous observons un prix de 8.394 $ (ce qui représente ne hausse de 2.6%). Ces résultats correspondent aux attentes, la contrainte x=2 est plus restrictive que le problème que le problème de départ et celle de x=4 l'est plus encore. Il est donc normal de rencontrer une augmentation du prix comme il sera plus compliqué de répondre aux contraintes. \n", "\n", - "Pour le temps d'exécution, la solution optimale est obtenue en 0.091 seconde, 2.7 secondes, 7.8 secondes respectivement pour le problème initial, le problème avec x=4h et le problème avec x=2h. Les deux derniers problèmes ajoutent un grand nombre de contraintes (672) et de variables, ce qui augmente les calculs nécessaires pour atteindre l'optimum. Pour les variables nous avons respectivement 42 et 84 variables de plus pour le problème avec x=4 et le problème avec x=2. Le second cas comprend significativement plus de variables ce qui explique également le temps supplémentaire pris." + "Pour le temps d'exécution, la solution optimale est obtenue en 0.091 seconde, 2.7 secondes, 7.8 secondes respectivement pour le problème initial, le problème avec x=4h et le problème avec x=2h. Les deux derniers problèmes ajoutent un grand nombre de contraintes (2*672) et de variables, ce qui augmente les calculs nécessaires pour atteindre l'optimum. Pour les variables nous avons respectivement 42 et 84 variables de plus pour le problème avec x=4 et le problème avec x=2. Le second cas comprend significativement plus de variables ce qui explique également le temps supplémentaire pris." ] }, { @@ -836,12 +865,12 @@ "id": "bf51cba6", "metadata": {}, "source": [ - "Il est nécessaire d'ajouter la contrainte suivante : \n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le My_i\\\\ $\n", + "On va utiliser le \"big M\". Il est nécessaire d'ajouter la contrainte suivante : \n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le My_i\\\\ $\n", "et de modifier la fonction objectif de la sorte : \n", "$$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i, y_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) + y_if $$ \n", "où $y_i$ est une variable binaire valant 0 ou 1, $M$ est une constante relativement élevée devant $p_{n_i}$ et $p_{r_i}$ et où $f$ représente le coût fixe supplémentaire.$\\\\$\n", - "Ainsi, lorsque $p_{n_i}$ et $p_{r_i}$ sont nuls, $y_i$ l'est également pour minimiser la fonction objectif et cela n'engendre ainsi aucun coût supplémentaire. A l'inverse, si $p_{n_i}$ ou $p_{r_i}$ prennent des valeurs différentes de 0, c'est-à -dire lorsque la pompe est utilisée, $y_i$ devient forcé de prendre la valeur 1 pour ne pas violer cette nouvelle contrainte, entraînant de la sorte un coût fixe supplémentaire $f$. " + "Ainsi, lorsque $p_{n_i}$ et $p_{r_i}$ sont nuls, $y_i$ l'est également pour minimiser la fonction objectif et cela n'engendre ainsi aucun coût supplémentaire. A l'inverse, si $p_{n_i}$ ou $p_{r_i}$ prennent des valeurs strictement positives, c'est-à -dire lorsque la pompe est utilisée, $y_i$ est forcée de prendre la valeur 1 pour ne pas violer cette nouvelle contrainte, entraînant de la sorte un coût fixe supplémentaire $f$. " ] }, { @@ -857,8 +886,8 @@ "id": "99ecd372", "metadata": {}, "source": [ - "(b) Reprenons à présent les variables d'activations $x_i$ de la question 1.5. Un passage d'un état \"éteint\" à l'état \"allumé\" s'exprime lorsque $x_i$ - $x_{i-1}$ = 1. A l'inverse, un passage d'un état \"allumé\" à l'état \"éteint\" s'exprime lorsque $x_i$ - $x_{i-1}$ = -1. Nous pouvons exprimer cette condition sous cette forme : $$\\sum_{i=1}^{n/N} \\left| x_i - x_{i-1} \\right| \\le 2A $$ où $n$ est le nombre total d'intervalles, $N$ est la taille des sous-intervalles que l'on définit à la question 1.5, et $A$ représente le nombre total d'allumages autorisé. Nous avons ici une somme de valeurs absolues afin d'éviter l'annulation de proche en proche d'un allumage suivi d'un éteignage. Nous avons donc que cette somme doit être inférieure ou égale à $2A$ car un allumage est toujours suivi d'un éteignage (sauf éventuellement pour le dernier). Cette condition sous forme linéaire peut s'exprimer en introduisant une nouvelle variable $a_i$ ainsi que deux nouvelles contraintes: $$\\sum_{i=1}^{n/N} a_i \\le 2A $$\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad -a_i \\le x_i - x_{i-1} \\le a_i$\n" + "(b) Reprenons à présent les variables d'activation $x_i$ de la question 1.5. Un passage d'un état \"éteint\" à l'état \"allumé\" s'exprime lorsque $x_i$ - $x_{i-1}$ = 1. A l'inverse, un passage d'un état \"allumé\" à l'état \"éteint\" s'exprime lorsque $x_i$ - $x_{i-1}$ = -1. Nous pouvons exprimer cette condition sous cette forme : $$\\sum_{i=1}^{n/4h} \\left| x_i - x_{i-1} \\right| \\le 2A $$ où $n$ est le nombre total d'intervalles, $h$ est la durée (en heure) definie à la question 1.5, et $A$ représente le nombre total d'allumages autorisé. Nous avons ici une somme de valeurs absolues afin d'éviter l'annulation de proche en proche d'un allumage suivi d'un éteignage. Nous avons donc que cette somme doit être inférieure ou égale à $2A$ car un allumage est toujours suivi d'un éteignage (sauf éventuellement pour le dernier). On peut remplacer la valeur absolue en exprimant cette condition sous forme linéaire. On introduit pour cela une nouvelle variable $a_i$ ainsi que deux nouvelles contraintes : $$\\sum_{i=1}^{n/4h} a_i \\le 2A $$\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad -a_i \\le x_i - x_{i-1} \\le a_i$\n" ] }, { @@ -929,7 +958,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 302, "id": "ac4d6894", "metadata": {}, "outputs": [], @@ -955,7 +984,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 303, "id": "096c6386", "metadata": {}, "outputs": [], @@ -983,13 +1012,13 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 304, "id": "3b228554", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1013,7 +1042,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 305, "id": "b331c627", "metadata": {}, "outputs": [], @@ -1039,8 +1068,9 @@ "$$ \\min_{I_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}I_i \\quad \\text{tel que}\\\\ $$\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget\\\\$\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_0=T_{initial}\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_n=T_{final}\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{n_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{r_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} + \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge f_{froid}(T_i) \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", @@ -1079,7 +1109,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 306, "id": "f2d615c4", "metadata": {}, "outputs": [ @@ -1089,7 +1119,7 @@ "6681.201308241339" ] }, - "execution_count": 42, + "execution_count": 306, "metadata": {}, "output_type": "execute_result" } @@ -1122,13 +1152,13 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 307, "id": "e6d9554a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1142,27 +1172,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1189,7 +1221,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 308, "id": "852abdb9", "metadata": {}, "outputs": [ @@ -1199,13 +1231,13 @@ "0.0" ] }, - "execution_count": 44, + "execution_count": 308, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# ...et on retourne à nouveau à l'intervalle 22054...\n", + "# ...et on retourne à nouveau à l'intervalle 22054\n", "intervalle_initial = 22504\n", "heure_initiale = 0\n", "T_ext = data[intervalle_initial:intervalle_initial+n]\n", @@ -1232,13 +1264,13 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 309, "id": "27b25fce", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1252,27 +1284,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1294,9 +1328,9 @@ "id": "cef532c6", "metadata": {}, "source": [ - "L'objectif était de minimiser l'inconfort occasionné par la température en fonction d'un budget donné, fixé ici à 3\\$. La pénalité minimale liée à l'inconfort est de 6681.20 pour l'intervalle de départ 13050 et de 0.0 pour le 22504ème intervalle avec un budget utilisé de 2.262\\$. Notre code s'exécute en respectivement 0.04708 et 0.03928 secondes pour les deux semaines testées.\n", + "L'objectif était de minimiser l'inconfort occasionné par la température en fonction d'un budget donné, fixé ici à 3\\\\$. La pénalité minimale liée à l'inconfort est de 6681.20 pour l'intervalle de départ 13050 et de 0.0 pour le 22504ème intervalle avec un budget utilisé de 2.262\\\\$. Notre code s'exécute en respectivement 0.04708 et 0.03928 secondes pour les deux semaines testées.\n", "\n", - "Lorsque les températures extérieures sont proches des températures ne causant aucun inconfort, il est moins coûteux de rester dans la plage confortable. 3\\$ suffisent en commençant à l'intervalle 22504 (l'inconfort est donc nul), mais pas pour 13050. Les pics d'inconfort surviennent évidemment durant les pics de températures trop basses." + "Lorsque les températures extérieures sont proches des températures ne causant aucun inconfort, il est moins coûteux de rester dans la plage confortable. 3\\\\$ suffisent en commençant à l'intervalle 22504 (l'inconfort est donc nul), mais pas pour 13050. Les pics d'inconfort surviennent évidemment durant les pics de températures trop basses." ] }, { @@ -1344,30 +1378,32 @@ "$I(T) = 0 \\qquad \\qquad T_{min} \\lt T \\lt T_{max}$ \n", "\n", "$I(T) = (T-T_{max})^2 \\qquad T \\gt T_{max}$ \n", - "$\\\\$ nous avons décidé de rendre cette fonction linéaire en l'approximant par six tangentes, en plus de l'axe des abscisses. Celle-ci étant convexe, l'épigraphe ainsi formé l'est également. Nous allons dès lors pouvoir à nouveau effectuer la technique de l'épigraphe. Voici l'équation des tangentes (approximation de Taylor) pour $T_{min}$=19°C et $T_{max}$=21°C de la courbe quadratique aux abscisses 17, 18, 18.5, 21.5, 23 et 25 :\n", + "$\\\\$ nous avons décidé de rendre cette fonction linéaire en l'approximant par six tangentes, en plus de l'axe des abscisses. Celle-ci étant convexe, l'épigraphe ainsi formé l'est également. Nous allons dès lors pouvoir à nouveau effectuer la technique de l'épigraphe. Voici l'équation des tangentes (approximation de Taylor) pour $T_{min}$=19°C et $T_{max}$=21°C de la courbe quadratique aux abscisses 13, 17, 18, 22, 23 et 27 :\n", "\n", - "$f_1(T) = 12 - 12(T - 17)$\n", + "$f_1(T) = 108 - 36(T - 13)$\n", "\n", - "$f_2(T) = 3 - 6(T - 18)$ \n", + "$f_2(T) = 12 - 12(T - 17)$ \n", "\n", - "$f_3(T) = 0.75 - 3(T - 18.5)$\n", + "$f_3(T) = 3 - 6(T - 18)$\n", "\n", - "$f_4(T) = 0.25 + (T - 21.5)$\n", + "$f_4(T) = 1 + 2(T - 22)$\n", "\n", "$f_5(T) = 4 + 4(T - 23)$\n", "\n", - "$f_6(T) = 16 + 8(T - 25)$" + "$f_6(T) = 36 + 12(T - 27)$\n", + "\n", + "On a choisi des abscisses entre 13 et 27 car les températures intérieurs sont principalement dans ces valeurs de température. Dans tous les cas, les tangentes sous-évaluent l'inconfort réel puisqu'elles se trouvent en-dessous de la fonction objectif (qui est convexe)." ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 310, "id": "57d9bdeb", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1379,17 +1415,35 @@ "source": [ "I_froid = lambda T: 3*(T-19)**2\n", "I_chaud = lambda T: (T-21)**2\n", - "n_froid = np.linspace(17,19,100)\n", - "n_chaud = np.linspace(21,25,100)\n", + "n_froid = np.linspace(12,19,100)\n", + "n_chaud = np.linspace(21,31,100)\n", + "f1 = lambda T: 108-36*(T-13)\n", + "f2 = lambda T: 12-12*(T-17)\n", + "f3 = lambda T: 3-6*(T-18)\n", + "f4 = lambda T: 1+2*(T-22)\n", + "f5 = lambda T: 4+4*(T-23)\n", + "f6 = lambda T: 36+12*(T-27)\n", + "n1 = np.linspace(12,15,500)\n", + "n2 = np.linspace(15,17.5,500)\n", + "n3 = np.linspace(17.5,18.5,500)\n", + "n4 = np.linspace(21.5,22.5,500)\n", + "n5 = np.linspace(22.5,25,500)\n", + "n6 = np.linspace(25,31,500)\n", "plt.title(\"Approximation de l'inconfort en fonction de la température\")\n", "plt.plot(n_froid,I_froid(n_froid),\"--b\")\n", "plt.plot(n_chaud,I_chaud(n_chaud),\"--b\",label=\"Courbe approximée\")\n", - "plt.plot([17,17.5,18,18.25,18.4,18.75,21.25,22,23,24,24.5,25],[12,6,3,1.5,1,0,0,0.75,4,8,12,16],\"-r\",label=\"Tangentes\")\n", - "plt.plot([17,18,18.5,21.5,23,25],[I_froid(17),I_froid(18),I_froid(18.5),I_chaud(21.5),I_chaud(23),I_chaud(25)],\".k\",label=\"Points de tangence\")\n", + "plt.plot(n1,f1(n1),\"-r\",label=\"Tangentes\")\n", + "plt.plot(n2,f2(n2),\"-r\")\n", + "plt.plot(n3,f3(n3),\"-r\")\n", + "plt.plot(n4,f4(n4),\"-r\")\n", + "plt.plot(n5,f5(n5),\"-r\")\n", + "plt.plot(n6,f6(n6),\"-r\")\n", + "plt.plot([13,17,18,22,23,27],[I_froid(13),I_froid(17),I_froid(18),I_chaud(22),I_chaud(23),I_chaud(27)],\".k\",label=\"Points de tangence\")\n", + "plt.hlines(y=0,xmin=19,xmax=21,linestyle=\"dashed\",color=\"blue\")\n", "plt.grid()\n", "plt.legend()\n", - "plt.text(T_min-0.25,-0.75,\"$T_{min}$\")\n", - "plt.text(T_max-0.25,-0.75,\"$T_{max}$\")\n", + "plt.text(T_min-0.25,-5.5,\"$T_{min}$\")\n", + "plt.text(T_max-0.25,-5.5,\"$T_{max}$\")\n", "plt.xlabel(\"$T_i$ [°C]\",size=16)\n", "plt.ylabel(\"$I_i$ [/]\",size=16)\n", "plt.show()" @@ -1405,28 +1459,29 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 311, "id": "07ebe9e4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "19152.656735088283" + "24620.86503378199" ] }, - "execution_count": 47, + "execution_count": 311, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "f1 = lambda T: 12-12*(T-17)\n", - "f2 = lambda T: 3-6*(T-18)\n", - "f3 = lambda T: 0.75-3*(T-18.5)\n", - "f4 = lambda T: 0.25+(T-21.5)\n", + "f1 = lambda T: 108-36*(T-13)\n", + "f2 = lambda T: 12-12*(T-17)\n", + "f3 = lambda T: 3-6*(T-18)\n", + "f4 = lambda T: 1+2*(T-22)\n", "f5 = lambda T: 4+4*(T-23)\n", - "f6 = lambda T: 16+8*(T-25)\n", + "f6 = lambda T: 36+12*(T-27)\n", + "\n", "\n", "# On retourne à l'intervalle 13050\n", "intervalle_initial = 13050\n", @@ -1440,85 +1495,135 @@ "objectif = cp.Minimize(cp.sum(I_i))\n", "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - "\t\t\tI_i >= f1(T_i[0:n]), I_i >= f2(T_i[0:n]), I_i >= f3(T_i[0:n]), I_i >= f4(T_i[0:n]), I_i >= f5(T_i[0:n]), I_i >= f6(T_i[0:n]), I_i >= 0]\n", + "\t\t\tI_i >= f1(T_i[0:n]), I_i >= f2(T_i[0:n]), I_i >= f3(T_i[0:n]), I_i >= f4(T_i[0:n]), I_i >= f5(T_i[0:n]), I_i >= f6(T_i[0:n]), I_i >= f0(T_i[0:n]), I_i >= 0]\n", "probleme = cp.Problem(objectif, contraintes)\n", "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)" ] }, { "cell_type": "code", - "execution_count": 48, - "id": "d9d0d764", + "execution_count": 312, + "id": "d2739444", "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "===============================================================================\n", - " CVXPY \n", - " v1.3.1 \n", - "===============================================================================\n", - "(CVXPY) May 22 02:31:08 PM: Your problem has 4033 variables, 11 constraints, and 0 parameters.\n", - "(CVXPY) May 22 02:31:08 PM: It is compliant with the following grammars: DCP, DQCP\n", - "(CVXPY) May 22 02:31:08 PM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n", - "(CVXPY) May 22 02:31:08 PM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n", - "-------------------------------------------------------------------------------\n", - " Compilation \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Compiling problem (target solver=ECOS).\n", - "(CVXPY) May 22 02:31:08 PM: Reduction chain: Dcp2Cone -> CvxAttr2Constr -> ConeMatrixStuffing -> ECOS\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction Dcp2Cone\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction CvxAttr2Constr\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction ConeMatrixStuffing\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction ECOS\n", - "(CVXPY) May 22 02:31:08 PM: Finished problem compilation (took 6.440e-02 seconds).\n", - "-------------------------------------------------------------------------------\n", - " Numerical solver \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Invoking solver ECOS to obtain a solution.\n", - "-------------------------------------------------------------------------------\n", - " Summary \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Problem status: optimal\n", - "(CVXPY) May 22 02:31:08 PM: Optimal value: 2.739e+04\n", - "(CVXPY) May 22 02:31:08 PM: Compilation took 6.440e-02 seconds\n", - "(CVXPY) May 22 02:31:08 PM: Solver (including time spent in interface) took 1.154e-01 seconds\n" - ] - }, + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1400x400 with 4 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1, axs1 = plt.subplots(2, 2, figsize=(14, 4))\n", + "\n", + "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", + "\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", + "axs1[0,0].grid('on', alpha=0.3)\n", + "\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", + "axs1[0,1].set_title(\"Inconfort\")\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", + "axs1[0,1].grid('on', alpha=0.3)\n", + "\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", + "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", + "axs1[1,0].set_ylim(-30,1030)\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", + "axs1[1,0].grid('on', alpha=0.3)\n", + "\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", + "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", + "axs1[1,1].set_ylim(-30,1030)\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", + "axs1[1,1].grid('on', alpha=0.3)\n", + "\n", + "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", + "title1.set_fontsize(15)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "32b36538", + "metadata": {}, + "source": [ + "Comme on peut s'y attendre, l'inconfort est beaucoup plus grand (le budget alloué est toujours de 3$) : il est de 24620, alors qu'il était de 6681 précédemment. Un inconfort quadratique est en effet plus pénalisant qu'un inconfort linéaire. Tandis que pour le cas linéaire, le graphe de l'inconfort présentait un pic à une valeur de 25, le pic est ici à 150. Une autre différence que l'on peut constater est que dans le cas linéaire, on observait 3 intervalles principaux durant lesquels la pompe chauffait. A présent, il y en a un supplémentaire au début de la période simulée. Cela se produit parce que dans le cas linéaire, la température de la pièce descendait jusqu'à atteindre 10°C, mais aller si bas dans le cas quadratique ferait considérablement augmenter l'inconfort total. Il a donc fallu chauffer légèrement la pièce pour s'écarter un peu moins de la zone confortable. Le minimum de température est maintenant de 12°C environ." + ] + }, + { + "cell_type": "markdown", + "id": "2be891ab", + "metadata": {}, + "source": [ + "<div class=\"alert alert-block alert-info\"><b>Question 2.4</b> :<br> \n", + " Pour terminez cette partie, résolvez encore une fois ce nouveau modèle, mais cette fois de façon exacte, en utilisant un solveur quadratique. Comparez avec la solution approchée obtenue précédemment (allure de la solution, temps de calcul).\n", + "</div>" + ] + }, + { + "cell_type": "markdown", + "id": "8a8a4cf0", + "metadata": {}, + "source": [ + "Nous avons utilisé le solveur ECOS de CVXPY pour résoudre ce problème dont la fonction objectif est maintenant quadratique. Nous avons changé cette dernière et ajouté les contraintes suivantes:\n", + "$$ \\min_{f_i, c_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}3f_i^2+c_i^2 \\quad \\text{tel que}\\\\ $$\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad f_i \\ge T_{min}-T_i \\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad f_i \\ge 0\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad c_i \\ge T_i-T_{max} \\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad c_i \\ge 0\\\\ $" + ] + }, + { + "cell_type": "code", + "execution_count": 313, + "id": "038a0f17", + "metadata": {}, + "outputs": [ { "data": { "text/plain": [ "27390.753780967974" ] }, - "execution_count": 48, + "execution_count": 313, "metadata": {}, "output_type": "execute_result" } ], "source": [ + "from cvxpy import ECOS\n", + "\n", "froid_i = cp.Variable(n)\n", "chaud_i = cp.Variable(n)\n", "\n", - "# Formulation et résolution du problème\n", "objectif = cp.Minimize(cp.sum(3*froid_i**2 + chaud_i**2))\n", "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", - " deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - " froid_i >= 19-T_i[0:n], froid_i >= 0, chaud_i >=0, chaud_i >= T_i[0:n] -21]\n", + "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", + "\t\t\tfroid_i >= 19-T_i[0:n], froid_i >=0, chaud_i >=0, chaud_i>= T_i[0:n] -21]\n", "probleme = cp.Problem(objectif, contraintes)\n", - "probleme.solve(solver=cp.ECOS, verbose = True)" + "probleme.solve(solver=cp.ECOS, verbose=False)" ] }, { "cell_type": "code", - "execution_count": 49, - "id": "5c5a6125", + "execution_count": 314, + "id": "95132633", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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"text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1532,27 +1637,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1563,36 +1670,10 @@ }, { "cell_type": "markdown", - "id": "32b36538", - "metadata": {}, - "source": [ - "Comme on peut s'y attendre, l'inconfort est beaucoup plus grand (le budget alloué est toujours de 3$) : il est de 19152, alors qu'il était de 6681 précédemment. Un inconfort quadratique est en effet plus pénalisant qu'un inconfort linéaire. Tandis que pour le cas linéaire, le graphe de l'inconfort présentait un pic à une valeur de 25, le pic est ici à 75. Une autre différence que l'on peut constater est que dans le cas linéaire, on observait 3 intervalles durant lesquels la pompe chauffait. A présent, il y en a un supplémentaire au début de la période simulée. Cela se produit parce que dans le cas linéaire, la température de la pièce descendait jusqu'à atteindre 10°C, mais aller si bas dans le cas quadratique ferait considérablement augmenter l'inconfort total. Il a donc fallu chauffer légèrement la pièce pour s'écarter un peu moins de la zone confortable. Le minimum de température est maintenant de 12°C environ." - ] - }, - { - "cell_type": "markdown", - "id": "2be891ab", - "metadata": {}, - "source": [ - "<div class=\"alert alert-block alert-info\"><b>Question 2.4</b> :<br> \n", - " Pour terminez cette partie, résolvez encore une fois ce nouveau modèle, mais cette fois de façon exacte, en utilisant un solveur quadratique. Comparez avec la solution approchée obtenue précédemment (allure de la solution, temps de calcul).\n", - "</div>" - ] - }, - { - "cell_type": "markdown", - "id": "bdd3bf32", - "metadata": {}, - "source": [ - "### Solveur utilisé" - ] - }, - { - "cell_type": "markdown", - "id": "0c5b5691", + "id": "44220087", "metadata": {}, "source": [ - "$\\color{red}COMPLETER$" + "Nous observons que l'inconfort du problème quadratique \"réel\" est constamment supérieur à celui approximé par des tangentes. Cela reste parfaitement logique. En effet, le problème étant convexe, les tangentes sont toujours inférieures à la fonction quadratique. A l'inverse, pour le problème non approximé, bien que nous n'utilisons plus exactement la technique de l'épigraphe, nous formons la même figure de domaine admissible (concernant les contraintes de températures) que présenté précédemment. Seulement, ce domaine étant plus restrictif, il est cohérent d'obtenir un résultat plus élevé à notre problème de minimisation. La forme générale des graphiques entre la version \"réelle\" et non approximée reste très similaire ce qui nous conforte en la véracité de la modélisation de ces deux problèmes. En ce qui concerne les temps d'exécution, la différence de temps de calcul entre ces deux modèles paraît négligeable. Nous mesurons un temps d'exécution de 2.3 secondes pour l'approximation par 6 tangentes et de 2.2 secondes pour le solveur quadratique." ] }, { @@ -1628,58 +1709,59 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 315, "id": "4f3518c7", "metadata": {}, "outputs": [], "source": [ - "def resoudre(budget_autorise, volume, intervalle, heure, print_dual = False):\n", + "def resoudre(budget_autorise, volume, intervalle, heure, dual = False):\n", "\n", - "\tT_initial = 20 # [°C]\n", - "\tT_final = 20 # [°C]\n", - "\tT_min = 19 # [°C]\n", - "\tT_max = 21 # [°C]\n", - "\tp_max = 1000 # [W]\n", - "\teta = 0.99 # Isolation du bâtiment [/]\n", - "\tCx = 1000/(0.4*360) # Capacité calorifique du bâtiment [Wh/(°C*m^3)]\n", - "\tV = volume # Volume du bâtiment [m^3]\n", - "\tcout_heures_creuses = 0.00018 # [$/(Wh*h)]\n", - "\tcout_heures_pleines = 0.00026 # [$/(Wh*h)]\n", - "\tbudget = budget_autorise # [$]\n", + " T_initial = 20 # [°C]\n", + " T_final = 20 # [°C]\n", + " T_min = 19 # [°C]\n", + " T_max = 21 # [°C]\n", + " p_max = 1000 # [W]\n", + " eta = 0.99 # Isolation du bâtiment [/]\n", + " Cx = 1000/(0.4*360) # Capacité calorifique du bâtiment [Wh/(°C*m^3)]\n", + " V = volume # Volume du bâtiment [m^3]\n", + " cout_heures_creuses = 0.00018 # [$/(Wh*h)]\n", + " cout_heures_pleines = 0.00026 # [$/(Wh*h)]\n", + " budget = budget_autorise # [$]\n", "\n", - "\theure_initiale = heure # Compris dans l'intervalle [0,24[ [h]\n", - "\tintervalle_initial = intervalle\n", - "\tn = 672 # Nombre de périodes/intervalles\n", - "\tdata = np.load(\"info.npy\")\n", - "\tT_ext = data[intervalle_initial:intervalle_initial+n]\n", + " heure_initiale = heure # Compris dans l'intervalle [0,24[ [h]\n", + " intervalle_initial = intervalle\n", + " n = 672 # Nombre de périodes/intervalles\n", + " data = np.load(\"info.npy\")\n", + " T_ext = data[intervalle_initial:intervalle_initial+n]\n", "\n", - "\tI_i = cp.Variable(n)\n", + " I_i = cp.Variable(n)\n", "\n", - "\tCOP_normal = lambda f: 3+10*abs(np.tanh(f/100))*np.tanh(f/100)\n", - "\tCOP_reverse = 3.2\n", + " COP_normal = lambda f: 3+10*abs(np.tanh(f/100))*np.tanh(f/100)\n", + " COP_reverse = 3.2\n", "\n", - "\tT_i = cp.Variable(n+1)\n", - "\tdeltaT_i = cp.Variable(n)\n", + " T_i = cp.Variable(n+1)\n", + " deltaT_i = cp.Variable(n)\n", "\n", - "\tc = np.zeros(n)\n", - "\tfor i in range(n):\n", - "\t\tc[i]= cout_heures_creuses*0.25 if 0 <= (heure_initiale+(i+1)*0.25)%24 <= 7 or 22 < (heure_initiale+(i+1)*0.25)%24 <= 24 else cout_heures_pleines*0.25\n", + " c = np.zeros(n)\n", + " for i in range(n):\n", + " c[i]= cout_heures_creuses*0.25 if 0 <= (heure_initiale+(i+1)*0.25)%24 <= 7 or 22 < (heure_initiale+(i+1)*0.25)%24 <= 24 else cout_heures_pleines*0.25\n", "\n", - "\tp_n_i = cp.Variable(n) # Normal\n", - "\tp_r_i = cp.Variable(n) # Reverse\n", + " p_n_i = cp.Variable(n) # Normal\n", + " p_r_i = cp.Variable(n) # Reverse\n", "\n", - "\tf_froid = lambda T: -3*T+3*T_min\n", - "\tf_chaud = lambda T: T-T_max\n", + " f_froid = lambda T: -3*T+3*T_min\n", + " f_chaud = lambda T: T-T_max\n", "\n", - "\tobjectif = cp.Minimize(cp.sum(I_i))\n", - "\tcontraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", - "\t\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - "\t\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n", - "\tprobleme = cp.Problem(objectif, contraintes)\n", - "\tprobleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})\n", + " objectif = cp.Minimize(cp.sum(I_i))\n", + " contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", + " deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", + " I_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n", + " probleme = cp.Problem(objectif, contraintes)\n", + " probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})\n", "\n", - "\tif (print_dual): print(\"Valeur duale de la contrainte de budget =\",contraintes[0].dual_value)\n", - "\treturn objectif.value" + " if (dual):\n", + " return contraintes[0].dual_value\n", + " return objectif.value" ] }, { @@ -1718,7 +1800,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 316, "id": "e0a8c553", "metadata": {}, "outputs": [], @@ -1734,13 +1816,13 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 317, "id": "85a5e73a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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u3RsA4HQ68dNPP1Ub5xmT0qdPnwa0su6C2T7Pr77qft3VxqBBgwAAn376KX+RvebEk+/du3dX2/7Tp0/zXySN+X4YOHAgAPe4jdzc3FovV/UQZn1euzZt2iAyMhIAsHPnzmrjPO+xqKgov4e5AkEqlaJr164A3K9JdXbt2lXtY1qtFkDNRd3Bgwfr2cLrjEYjLly44Pcxq9WKI0eOALj+HmuM9nnWVdNzWywW/rlv5Bn3d/jwYZSVlfmNuXjxYrVt83zeDxw4UK/xO573bkP2OS0FFT6kXmbMmAHAfWbR0aNHa7VM165d0alTJwDAiy++6PfqqmlpafyOx3N2QrAEs32eu8GbTKZ6r+ORRx4BAJw9e5a/+Wp1ysrK4HA46v1cgTB58mQA7l/InjPUbuQ5eyY6OrrGwcB19cc//hEqlQpOpxPz5s2r9ZeB53UD6vfaCQQC/r5l7733ntd4OY8rV67gvffeAxD8z4CnbZ9++inOnDnj83hBQQHWrVtX7fLdunUD4N6GAwcO+F1+/fr1jdJWzxl/N1q1ahUqKiogFotx3333+W3fjh07/BYfu3btwv79+/2u96677uILp+qe+7XXXqt2/M19990HoVCIsrIyvP32235jXnrpJb/zAffZmwqFAi6XC0888US1V6cGAI7jfN6fjbHPaSmo8CH1smDBAtxyyy2w2+248847sX79elgsFgDuAZVnz57FCy+8gJUrV3ot9+qrrwIAfv75Z/zf//0ff8ZKZWUlPv74Y35HP3DgQEyYMCF4GxTk9t12220Arp+iWh/jx4/HH/7wBwDu02j/8pe/4OzZs/zjDocDBw8exN///nckJyc36kDPxtC3b19MnDgRADBnzhysWbOGz0VeXh5mzZqFTz/9FID7i6a604TrQ61W47XXXgMAbNmyBX/4wx9w7Ngx/vGSkhJs374d48eP59/XAKDRaPjBrR988AE/GLguFi9eDI1Gg+LiYowYMYI/wwwA9u3bhxEjRsBkMiEyMhJPP/10Pbewfv7yl79Ar9fDbrdj1KhR2LlzJ18U/vLLLxgxYkSNvYsDBw7kB4xPnz4dhw8fBmMMHMdhz549GDZsWKP0TqrVanz00Ud48skn+UH+VqsVL7/8Ml+UPPHEEz4Dke+//34IhUIUFRVhypQp/GGriooKfPTRR/jDH/7A98jdSKFQ8Kebf/TRR/jrX/+KoqIiAO6enuXLl+Pll1+GRqPxu3xycjJmzpwJwF3Qr1y5EqWlpQDcZ+/Nnz8f//rXv6pdPi4uDq+88goAYPv27bjrrruwb98+vgBijOH06dN44403cNttt+G///2v1/Kefc7vv//u9Z5rlYJzuSASCrW9gGFNPDH+LrR34cIF/oJ/uHY1Uq1We9NbVrzxxhtel1zXaDRel1zv0qWLz4XHGKvdlYBvdoG5mrYnGO3z+Pe//82vTyKRsMTERJacnMwGDRp002WrKisrY5MnT+bXBYAplUqfS/gD8LnIYUOvYnsztcmHyWTyuhChWCz2uoQ/cPNbVjSk/S+//LJXnhQKRbW3rPBYvnw5/5hMJmMGg4ElJyezSZMm8TG1uWWF5+rDntes6i0rNBoN+9///uezXG0voJicnMwAsA8++KDamOocOnTI53YaVW9pU9MtKxhj7LvvvvO6xUtYWBiTy+UMALvlllvYpk2bGnwBw6q3rBAKhSwyMtJrvzNixAifC156PPvss16vr1qt5m/TM2HCBP4CiP7eMy6Xiz344IPV7vNudssKq9XKBg8ezC9/4y0rlixZwt/SYsWKFX7b/9prr3ltq1QqZVFRUV45B8D+85//eC1XWVnJXxUc1y6gmZyczJKTk30uxtrSUY8Pqbe2bdvi6NGjePfddzFs2DBotVqUlpYiNjYWAwYMwPLly/1eqGvevHk4fPgwHnjgARgMBpSXl0OhUKB///5444038Msvv9z0lM9ACkb7HnjgAfz73//G4MGDERYWhtzcXGRmZt504OSNwsLCsGnTJuzevRsPPvgg2rZtC47jUFpaipiYGAwfPhyvvfYazp07d9PTcENBrVZj586deP/99zFs2DBERESgtLQUcXFxmDhxInbv3n3Tw3gNsWjRIhw/fhyzZs3ir83CGEOHDh0wZcoUfP75516HtwB3j83bb7+N3r17QyKRIDs7G5mZmX4PW1Vn6NChOH36NJ566imkpqaC4zgwxpCamooFCxYgIyMDt99+e6Nua2317t0bJ06cwMMPP4zExEQ4nU6o1WpMmzYNv/76K38Bz+qMHDkSP//8M+655x5otVq4XC4YDAY8/fTTOHLkiN+LNtbHq6++is2bN2PQoEHgOA5SqRTdu3fH22+/je+++67aHsIXXngB//73v9G/f38olUq4XC50794d69atw+eff17jWZlCoRAbN27Exo0b0b9/f/5CiT179sS6devwySef1Njm8PBw7Ny5E6+//jq6du0KqVQKxhiGDh2Kzz//HMuXL+cPRVXX87Nw4UKcPn0a8+bNQ9euXSGXy2EymRAeHo4+ffrgb3/7G9LT0/GnP/3JazmxWIydO3fi4YcfRkpKCsrKypCZmYnMzEy+56m1EDBGI50IIYSQUCstLUVUVBQcDgf+97//haz4bemox4cQQghpAt544w04HA5ERkYG/azW1oQKH0IIISQIrFYrJk+ejO+++87r7KrMzEwsXLgQzz33HADgr3/9a6MO5ife6FAXIYQQEgQmk4k/JR64ftsRq9XKz5s4cSI2b97sdfsd0rio8CGEEEKCwOl04r333sMPP/yA3377DYWFhaioqEB0dDR69+6Nhx56CBMnTmzytwxp7qjwIYQQQkirQWN8CCGEENJq0EHEKjiOw5UrVxAREUFdjYQQQkgzwRiD1WpFQkKC1z31/KHCp4orV67AYDCEuhmEEEIIqQej0cjfRLs6VPhU4RlhbzQafa7WWhccx6GwsBA6ne6mlSdpOMp38FCug4dyHTyU6+AJVK4tFgsMBgP/PV4TKnyq8BzeUqlUDS58bDYbVCoVfYiCgPIdPJTr4KFcBw/lOngCnevaDFOhV5gQQgghrQYVPoQQQghpNajwIYQQQkirQWN8QsTlcqGysjLUzWgROI5DZWUlbDYbHZ8PMMp18FCug4dyHTwNybVEIoFIJGpwG6jwCTLGGPLy8rxuUEcahjEGjuNgtVrp+ksBRrkOHsp18FCug6ehudZoNIiLi2vQ60SFT5B5ip6YmBiEhYXRh6wRMMbgdDohFospnwFGuQ4eynXwUK6Dp765ZoyhvLwcBQUFAID4+Ph6t4EKnyByuVx80RMVFRXq5rQYtNMKHsp18FCug4dyHTwNybVCoQAAFBQUICYmpt6HvehgZhB5xvSEhYWFuCWEEEJI8+P5/mzIGFnq8QmBBv+iYAwoKgJKS4HwcCAqCqBfKYQQQlq4xuiRox6f5sRkAt5+G7jlFkCnA9q0cf97yy3u+TRgmhBCCKkRFT7NxY4dgF4PzJsHXLzo/djFi+75er07rhn58MMPodFoQt2MOhk2bBj++te/1jr+8uXLEAgEOHbsWMDa1NKlpKTgrbfeCnUzfHz55Zdo3749RCJRnd4ToVbX9zAhLQkVPs3Bjh3A2LFARYX7MBdj3o975lVUuOMaufiZPn06BAIB/xcVFYVRo0bhxIkTjfo8jSXQhcbnn3+O5cuX1zreYDAgNzcXt912W0Da0xocOnQIjzzySKib4ePRRx/F//3f/8FoNNbpPXGjllgc79ixA/3790dERAR0Oh0mTpyIS5cu1bjMSy+9hIEDByIsLKzaH0SHDh3CnXfeCY1GA61Wi7vvvtsrb3v27MH48eMRHx8PpVKJ7t274+OPP/Zax969ezFo0CBERUVBoVAgNTUVb7/9tlfM559/jt69e0Oj0fDr+fe//+0Vs3btWnTt2pW/v+OAAQPw7bff+rQ5IyMD48aNg1qtRkREBPr374+srCz+8QsXLuAPf/gDdDodVCoV7r//fuTn53utIyUlxWs/LBAI8PTTT3vFZGVl4d5774VSqUR0dDTmzp0Lh8PBP37mzBnccccdiI2NhVwuR9u2bbFkyZJqx8vs27cPYrEY3bt39/s4AGzevBkCgQATJkzwmv/cc8/5tDcuLs4rprS0FLNnz4Zer+dfh7Vr11b7XI2FCp8gKcwoRNG5orovaDIBEye6CxuOqzmW49xxEyc2+mGvUaNGITc3F7m5udi5cyfEYjHuueeeRn2O5iIyMrJWdwD2EIlEiIuLg1hMQ+puprodsE6na3InBZSWlqKgoAAjR45EQkJCnd4TVVX9YmopLl68iPHjx2P48OE4duwYduzYgatXr+K+++6rcTmHw4E//vGP+Mtf/uL3cavVipEjRyIpKQkHDx7E3r17oVKpMHLkSP69k56ejq5du2Lbtm04ceIEZsyYgYceegjffPMNvx6lUonZs2fjf//7HzIyMvDMM89g2bJl+Oc//8nHREZG4plnnsH+/ftx4sQJ/PnPf8af//xn7Kjyw1Kv1+OVV17B4cOHcfjwYQwfPhzjx4/H77//zsdcuHABgwcPRseOHbFnzx4cP34czz77LORyOQCgrKwMd999NwQCAXbt2oV9+/bB4XDg3nvvBXfDPv+FF17g98O5ublYsmQJ/5jL5cLYsWNRVlaGvXv3YvPmzdi2bRueeuopPkYikeChhx7C999/jzNnzuCtt97C+vXrsWzZMp9cm81mPPTQQ7jzzjurfb0yMzOxYMEC3H777X4f79y5s1d7T5486fX4vHnz8N133+E///kPMjIyMG/ePMyZMwdfffVVtc/ZKBjhmc1mBoCZzeYGrcflcrHc3FzmcrkYY4wVZhSy01+fZqfSTrGTx0+yioqK2q/srbcYEwg8fTq1+xMIGHv77QZtQ1XTpk1j48eP95r3v//9jwFgBQUFjDHGdu/ezQCwkpISPubo0aMMALt06RI/74MPPmAGg4EpFAo2YcIEtnLlSqZWq73WvXz5cqbT6Vh4eDibOXMm+/vf/866devmFfOvf/2LdezYkclkMtahQwe2evVqxnEcY4wxAF5/Q4cO9btdnjZ/9913rHv37kwul7M77riD5efns7S0NNaxY0cWERHBJk+ezMrKyvjlhg4dyp588kl+Ojk5mb300kvsz3/+MwsPD2cGg4G99957/OOXLl1iANjRo0cb9LzJycnszTff9NqGbt26sWXLlvHTANi6devY2LFjmUKhYB07dmTp6ens3LlzbOjQoSwsLIz179+fnT9/3m9OqrZ306ZNbMCAAUwmk7FOnTqx3bt3M47jmMPhYBzHsT179rA+ffowqVTK4uLi2N///ndWWVlZ5/auXbuWjRs3joWFhbGlS5f6bdON6wLA1q9fzyZMmMAUCgVr3749++qrr7yW+e2339iYMWNYREQECw8PZ4MHD+a32+Vyseeff54lJiYyqVTKunXrxr799lufHGzbto0NGzaMKRQK1rVrV5aenu71Glb92717N2OMsc8++4x16tSJSaVSlpyczFauXOmzLcuXL2fTpk1jKpWKPfTQQ37fs1Vz7eF53h9//JH16tWLKRQKNmDAAHb69Gk+xt/n9cknn/T6HNz4Hm5sn376KROLxfw+kDHGvv76ayYQCJjD4bjp8h988IHPfoExxg4dOsQAsKysLH7eiRMnGIAa39Njxoxhf/7zn6t9nOM4Nn78ePbAAw/U2K4ePXqwJUuW1Bij1WrZhg0b+OlJkybVuN4dO3YwoVDo9b1TXFzMALAffviBn+fv81RVWloaEwqFLCcnh5+3adMmJpPJavxOmzdvHhs8eLDP/EmTJrElS5awZcuW+ex/GWPM6XSyQYMGsQ0bNvh9z1W3XNX3defOndkLL7zg9XjPnj1rzHFFRQU7deqUz/doXb6/qccnCCRKCf9/rpJDpa2Wp+ExBrzzTv2edPVq30NijaS0tBQff/wx2rdvX6frER08eBAzZszA448/jmPHjuGOO+7Aiy++6BXz8ccf46WXXsKrr76KI0eOICkpyafrc/369XjmmWfw0ksvISMjAy+99BKee+45fPTRRwCAX375BQDw448/Ijc3F59//nmN7XruueewZs0apKenw2g04v7778dbb72FTz75BNu3b8cPP/yAd27yOqxatQq9e/fG0aNH8fjjj+Mvf/kLTp8+HfDn9Wf58uV46KGHcOzYMXTs2BF/+tOf8Oijj2LRokU4fPgwAGD27Nk3Xc/ChQvx1FNP4ejRoxg4cCDGjRuHoiJ3r2VOTg7GjBmDPn364Pjx41i7di3ef/99n9ezNpYtW4bx48fj5MmTmDFjRq2Xe/7553H//ffjxIkTGDNmDKZOnYri4mK+fUOGDIFcLseuXbtw5MgRzJgxA06nEwDw9ttvY9WqVVi5ciVOnDiBkSNHYty4cTh37pzXczzzzDNYsGABjh07hltvvRVTpkyB0+nEwIEDcebMGQDAtm3bkJubi4EDB+LIkSO4//77MXnyZJw8eRLPPfccnn32WXz44Yde63399ddx22234ciRI3j22Wfr/J595plnsGrVKhw+fBhisbhOeauNn3/+GeHh4TX+vfzyy9Uu37t3b4hEInzwwQdwuVwwm83497//jbvvvhsSiaTa5W6mQ4cOiI6Oxvvvvw+Hw4GKigq8//776Ny5M5KTk6tdzmw2IzIystrHjx49igMHDmDIkCF+H2eMYefOnThz5ky1MS6XC5s3b0ZZWRkGDBgAwH17hu3bt+PWW2/FyJEjERMTg379+uHLL7/kl7Pb7RAIBJDJZPw8uVwOoVCIvXv3ej3Hq6++iqioKHTv3h0vvfSSV2/h/v37cdtttyEhIYGfN3LkSNjtdhw5csRvm8+fP4/vvvsOQ4cO9Zr/wQcf4MKFC357gjxeeOEF6HQ6zJw5s9qYc+fOISEhAW3atMHkyZNx8YbxqYMHD8bXX3+NnJwcMMawe/dunD17FiNHjqx2nY3ipqVRKxKoHh/GGDNlmtiptFPs+OHjzJRvYo7ym//qYYWFdevpufHv6tUGbYfHtGnTmEgkYkqlkimVSgaAxcfHsyNHjvAxtenxmTJlChs1apTXuidNmuT1y65fv37siSee8IoZNGiQ1y8Hg8HAPvnkE36a4zj23HPPsQEDBjDGfHtYqlP117PHihUrGAB24cIFft6jjz7KRo4cyU/76/Gp+ouO4zgWExPD1q5d67c99X3e2vagVP21tH//fgaAvf/++/y8TZs2MblcXm1ePO195ZVX+HmVlZVMr9ezV155hTkcDrZo0SLWoUMHr96If/zjHyw8PJx/39e2vX/961+rbUt1237jdpaWljKBQMD32ixatIi1adOm2t6FhIQE9tJLL3nN69OnD3v88ce9clD1l/vvv//OALCMjAzGGGMlJSVePT2MMfanP/2J3XXXXV7rXbhwIevUqZPXtkyYMMErxt979mY9Ph7bt29nAPhfwI3R41NeXs7OnTtX419RUVG1yzPG2E8//cRiYmKYSCRiANiAAQO89g81qa7HhzF3T167du2YUChkQqGQdezYkWVmZla7rk8//ZRJpVL222+/+Tzm6fETCoVs2bJlXrlmjDGTycSUSiUTi8VMJpN5fY48Tpw4wZRKJROJREytVrPt27fzj+Xm5jIALCwsjL3xxhvs6NGjbMWKFUwgELA9e/YwxhgrKChgKpWKPfnkk6ysrIyVlpayJ554ggFgjzzyCL+uN954g+3Zs4cdP36crV+/nkVHR7OZM2fyj8+aNcvnvccYY1Kp1Gt/yRjje3I9z1H1u+rs2bMsJiaGnTlzhjHmv+dm7969LDExkRUWFjLG/L/n0tLS2GeffcZOnDjBfvjhBzZ06FAWGxvLCgsL+fe13W7nezzFYjGTSqVs48aNPttQFfX4NCPqJDWiO0Tz0y67C5UVN+n5KS1t2JNarQ1bvoo77rgDx44dw7Fjx3Dw4EHcfffdGD16NDIzM2u9joyMDP6XkMeN02fOnEHfvn295lWdLiwshNFoxMyZM/lfnhEREVixYgUuXLhQjy0Dunbtyv8/NjYWYWFhaNu2rdc8z2XSa7MOzyC+uixT3+etzXoBoEuXLl7zbDYbLBZLjeup+tqIxWL07t2b78U6ffo0BgwY4HVNjUGDBqG0tBTZ2dl1am/v3r3rFO9RdTuVSiUiIiL4fB07dgy33367394Fi8WCK1euYNCgQV7zBw0ahIyMjGqfw3OJ/Jpek4yMDL/rPXfuHFwuFz+vvttc33bVlUKhQPv27Wv8q6kHJS8vDw8//DCmTZuGQ4cO4aeffoJUKsX//d//gTWgJ7qiogIzZszAoEGDcODAAezbtw+dO3fGmDFjUFFR4RO/Z88eTJ8+HevXr0fnzp19Hv/5559x+PBhrF27Fu+88w42bdrk9XhERASOHTuGQ4cO4aWXXsL8+fOxZ88er5gOHTrg2LFjOHDgAP7yl79g2rRpOHXqFADwY3TGjx+PefPmoXv37nj66adxzz33YN26dQDc49c+/fRTfPPNNwgPD4darYbZbEbPnj29rkw8b948DB06FF27dsXDDz+MdevW4f333+d7YQH/17hhjPnM37JlC3799Ve+d3nlypUA3L1Wf/rTn/D888/j1ltv9fsaWK1WPPDAA1i/fj2io6P9xgDA6NGjMXHiRHTp0gUjRozA9u3bAYDvmQeA1atX48CBA/j6669x5MgRrFq1Co8//jh+/PHHatfbGGi0ZRBFJESgoOz6zslld+8IJYpqun7Dwxv4hPUbbOmPUqlE+/bt+elevXpBrVZj/fr1ePHFF/m77Fbdqd04ULW2O7wbP6RVl/PsSNavX49+/frxjzudTq+u4rqo+uUoEAh8viwFAoHPIMOa1lGfZWrzvEKh0CeH/gYD37je6ubdrH018bcz9bTNM7+27VUqlfVqQ0358lzavib+2n/jvLrmraa8VFXfba5Nu2qb95r8/PPPGD16dI0xixcvxuLFi/0+9o9//AMqlQqvvfYaP+8///kPDAYDDh48iP79+9epPR6ffPIJLl++jP379/P7nE8++QRarRZfffUVJk+ezMf+9NNPuPfee/HGG2/goYce8ru+Nm3aAABuu+025Obm4vnnn8ef/vQn/nGhUMjv97p3746MjAysWLECw4YN42OkUikf07t3bxw6dAhvv/023nvvPURHR0MsFqNTp05ez5uamup1GOvuu+/GhQsXcPXqVYjFYv5GnJ72+ePJ4fnz5xEVFYW4uDgcPHjQK6akpASVlZX8DyAPg8EAAOjUqRNcLhceeeQRPPXUU7BarTh8+DCOHj3KHw7nOA6MMYjFYnz//feIjIzE5cuXce+99/Lr87z3xGIxzpw5g3bt2vm0V6lUokuXLvzh5IqKCixevBhffPEFxo4dC8Bd0B87dgwrV67EiBEjqt32hqLCJ8iEYiFEchFwbd9ZY/ETFQW0a+e+Tk9dfiUJBEDbtkANv8gaSiAQQCgU8r+ydDodACA3NxdarRYAfE7N7dSpEw4cOOA178bpDh064JdffsGDDz7Iz/OMSwHcvRWJiYm4ePEipk6dCsD73i+Ae0cEwOsXdkug0+mQm5vLT1sslpueHtwQVcc8OJ1OHDlyBE888QQA9477888/9/qiT09PR0REBBITE0PS3qq6du2Kjz76CJWVlT4FkkqlQkJCAvbu3es1XiM9Pd2nt7GuOnXq5DMuIz09HbfeemuN9xVqzPesTqfDb7/95jXv2LFjdRpb07t375ueWl9Tj095ebnP9nqmG1Jwl5eXQygUehWXnumq692zZw/uuecevPrqq7W+DAJjDHa7vVFjpFIp+vTpw48H8zh79qzfMUmeHpRdu3ahoKAA48aNq/Z5jh49CuB6j9+AAQPw0ksvITc3l5/3/fffQyaToVevXjW2t7KyEowxqFQqnzOv3n33XezatQufffYZ2rRpA5FI5BOzZMkSWK1WvP3223xRdSO73Y6MjAwMHjwYgLsYr6ys5AtYD5FI1KD3SG1Q4RMCYqkYYoEYzgr3QMtqix+BAJgzx31xwrqaO7dRb2Nht9uRl5cHwP0rYs2aNSgtLeWr/vbt28NgMOC5557Diy++iHPnzmHVqlU3NGkuBg4ciNdeew0TJkzA999/j++++84rZs6cOZg1axZ69+6NgQMHYsuWLThx4oTXIaDnnnsOc+fOhUqlwujRo2Gz2fDLL7/AbDbjqaeeQkxMDBQKBb777jvo9XrI5XKo1epGy0WoDB8+HB9++CHuvfdeaLVaPPvss/W+SV9t/OMf/8Att9yC1NRUvPnmmygpKeEH0T7++ON4++23MWfOHMyePRtnzpzBsmXLMH/+fH5HFuz2VjV79my88847mDx5MhYtWgS1Wo0DBw6gb9++6NChAxYuXIhly5ahXbt26N69Oz744AMcO3bM53ovdfXUU0+hT58+WL58OSZNmoT9+/djzZo1ePfdd2tczt97VqVS1asNw4cPx+uvv46NGzdiwIAB+M9//oPffvsNPXr0qPU6PIe66mvs2LF488038cILL2DKlCmwWq1YvHgxkpOT+Xb88ssveOihh7Bz506+WM7KykJxcTGysrLgcrn44qt9+/YIDw/HXXfdhYULF+KJJ57AnDlzwHEcXnnlFYjFYtxxxx0A3EXP2LFj8eSTT2LixIn8fksqlfLF2j/+8Q8kJSWhY8eOANw9XG+++abXoP8VK1agd+/eaNeuHRwOB9LS0rBx40avky0WL16M0aNHw2AwwGq1YvPmzdizZ4/Xfm3hwoWYNGkShgwZgjvuuAPfffcdvvnmG69DZh988AFSU1Oh0+mwf/9+PPnkk5g3bx46dOgAwD1w+cCBA7jjjjugVqtx6NAhzJs3D+PGjUNSUhIAd69Rp06d8OCDD+L1119HcXExFixYgFmzZvHvpY8//hgSiQRdunSBTCbDkSNHsGjRIkyaNIn/4Xjj9cZiYmIgl8u95t8Y47nmUtX5CxYswL333oukpCQUFBTgxRdfhMViwbRp0wC4f4AMHToUCxcuhEKhQHJyMn766Sds3LgRb7zxRnVvrcZx01FArUggBzcz5jsoq9JWySpKKvg/vwOeS0oYUyoZEwprN6BZKHTH13IQYW1MmzbN61TbiIgI1qdPH/bZZ595xe3du5d16dKFyeVydvvtt7NPP/3U53T2999/n+n1eqZQKNi9997r93T2F154gUVHR7Pw8HA2Y8YMNnfuXNa/f3+vmI8//ph1796dSaVSptVq2e233862bdvGP75+/XpmMBiYUCi86ensVQdc+htUeePgPn+Dm2saxFvd4Oa6Pq/ZbGb3338/U6lUzGAwsA8//NDvYOEvvviCn/Y3aNbf81flWeaTTz5h/fr1Y1KplKWmprKdO3fW6XT2+rS3Ov4GN9+4nFqtZh988AE/ffz4cXb33XezsLAwFhERwW6//XZ+8HjV09klEkm1p7NXzduNg5n9DW5m7Prp7BKJhCUlJbHXX3+9xm3xuPE9W9Pg5ptdNmLp0qUsNjaWqdVqNm/ePDZ79uygns7OmHsQfY8ePZhSqWQ6nY6NGzeOHxhedVuqtvvGfY3nr2qOv//+ezZo0CCmVquZVqtlw4cPZ/v377/pOqpu/+rVq1nnzp1ZWFgYU6lUrEePHuydd95hTqeTj3nmmWdY+/btmVwuZ1qtlg0YMIBt3rzZaxtnzJjBkpOTmVQqZTqdjt15553s+++/98nF+++/z6+rW7du7Msvv/R6/O9//zuLjY1lEomE3XLLLWzVqlVer/uRI0dYv379mFqtZnK5nHXo0IEtW7bM63IXjDGWmZnJX8oiMjKSzZ49m9lsNv7xzZs3s549e7Lw8HCmVCpZp06d2Msvv1zjJVaqOy29Kn+DmydNmsTi4+OZRCJhCQkJ7L777mO///671/s6NzeXTZ8+nSUkJPDbdeO236gxBjcLGAvQOc/NkMVi4QeW1ffXFuDuyi0oKEBMTIxXN57NZsOlS5fQpk0b/uJVTruT7/kBAJFM5Nvz47ly880uYigUunt50tKAu++ud/ubmrvuugtxcXE+V031YFUOdTXGDexau8uXL6NNmzY4evSozxVbKdfBQ7kOHsp18DQ01/6+R4G6fX/Toa4QE8vcL0GNh71GjgS2b3dfkbm83D2var3qefMoFMDnnzfroqe8vBzr1q3DyJEjIRKJsGnTJvz444/44YcfQt00QgghLQCdzt4EiGViiBXXa1C/p7qPHAlkZwNvveUeuFxV27bu+Tk5zbroAdyDptPS0nD77bejV69e+Oabb7Bt27aAjvAnhBDSelCPTxNRq54fjcY9aHnOHKC42H2dnogI99lbLaR7VqFQBPwaDqRmKSkpDbrWCiGENGVU+DQhtSp+AHeRExXl/iOEEEJIrdGhrhCo6de038Netb23FyGEENKCNUZvNBU+QeS5gFi5Z4ByNXyKHxsVP4QQQojn+7MhN7ulQ11BJBKJoNFo+HvqhIWF1Xg6n1PohMt27UquDkBoF0Iiq/+L3VLRqajBQ7kOHsp18FCug6e+uWaMoby8HAUFBdBoNA26GCoVPkEWFxcHoPY3FOScHFyO65exF0qEEEmCc/Xb5oIxBo7jfC5lTxof5Tp4KNfBQ7kOnobm2nMfs4aoc+Fz/vx5rFy5EgcOHMBvv/2Gjh07et0XxuVyYdWqVdi+fTtOnToFp9OJLl26YNmyZbjzzjt91rdy5UqsWbMGeXl56NKlC15//XWvG8AB7rvBLliwAJ999hnsdjuGDx+Od955x+deJ2fPnsXcuXPx888/Q6lUYsqUKXjllVdqdcPCYBEIBIiPj0dMTEytbxxozjaj+FwxP61J0UDbRhuoJjY7HMehqKgIUVFRPvd9IY2Lch08lOvgoVwHT0NyLZFIGuW2N3UufH7//Xds374d/fr1A8dxPjcTq6iowMsvv4xp06Zh4cKFkEgk+PDDD3HXXXfh66+/xj333MPHrly5EosXL8bLL7+Mnj17Yv369Rg9ejR++eUXdOnShY+bMmUKfv31V6xZswYqlQpLly7FiBEjcOLECb6oMZlMGD58OJKTk7Ft2zYUFBRg/vz5KCoqwn/+85/65idgRCJRrV9AeXs5pEIpCn539xJZzlsgEUoQ3SE6kE1sNjiOg0QigVwup51WgFGug4dyHTyU6+BpErm+6U0tblD1/lPTpk1jnTt39nrc6XSy4uJir3kcx7GePXuyYcOG8fNsNhtTq9Vs4cKFXsumpqaySZMm8fMOHDjAALDt27fz8zIzM5lYLGZr167l573yyissLCyMFRYW8vM+/vhjBoCdOnWqVtsW6Ht1NVTxhWJ2+uvT/F/h6cKbL9QKBCrfxBflOngo18FDuQ6eQOW6Lt/fdS63blahiUQiaLXeh2EEAgG6d++OK1eu8PPS09NhNpsxZcoUr2UnTZqEtLQ0/pS1tLQ0aDQajB49mo9LSkrC4MGDsX37dn5eWloaRowYgejo670gEydOhEwmQ1paWl03s0nSttUipnMMP110tghXz1wNYYsIIYSQ5iUo/UwcxyE9PR2pqan8vIyMDABAx44dvWI7deoEq9WKnJwcPq5Dhw4+g6A6derEr8MTV3X9ACCTydCuXTuvuOaOih9CCCGk/oJyVtc777yDM2fO4L333uPnlZSUQCaT+Qw89vQWFRcXQ6/Xo6SkBBqNxmedWq0WxcXXB/zWNq4qu90Ou93OT1ssFgDwO3apLjiO40euB4I6RQ2OcSj8rRAAcPX0VXAc12rH/AQ63+Q6ynXwUK6Dh3IdPIHKdV3WF/DC56effsLf/vY3LFiwAEOGDPF6zN+pbJ5DXFUfqy7uxvm1jfNYsWIFnn/+eZ/5hYWFsNlsfpepDY7jYDabwRgL3OAtJSCMF6L4tLuoMx0yoehqEbS3tL6zvYKSbwKAch1MlOvgoVwHT6BybbVaax0b0MLnxIkTGD9+PCZMmIBXX33V6zGtVgubzQabzQa5XM7PN5lM/OOef7OysnzWbTKZvMYSabValJSU+I278RCYx6JFizB//nx+2mKxwGAwQKfTQaVS1X5Db8BxHAQCAXQ6XUA/RDExMSiJKuF7flAMCIuFiO7Yunp+gpVvQrkOJsp18FCugydQua5aR9xMwAqfCxcuYOTIkejZsyf+/e9/+/S6eIqRjIwM9OjRg59/6tQpREREIDExkY/74YcffHpuTp065VXQpKam+ozlsdvtuHDhAmbMmOG3jTKZDDKZzGe+UChs8AsiEAgaZT03E9XOfS2Egt/cp7qXXCiBUNj6ip9g5ZtQroOJch08lOvgCUSu67KugLzCeXl5uPvuuxEXF4cvv/wSUqnUJ2bgwIFQq9XYsmULP8/lcmHr1q0YM2YMX+SMGTMGJpMJO3bs4OOMRiP27t2LsWPH8vPGjBmDnTt3oqioiJ/3xRdfwG63Y8yYMYHYzCZD20aL2C6x/HTRuSIUZhSGsEWEEEJI01TnHp/y8nL+9PDMzExYLBZ89tlnAIChQ4ciPDwco0aNQkFBAd544w2cOnXKa/n+/fsDcPe2LFmyBIsXL4ZOp0PPnj2xYcMGXLx4EZs3b+bj+/Xrh7Fjx2LmzJlYtWoVfwHDlJQUTJs2jY979NFH8c4772D8+PF49tln+QsYTp06tdpDXS2JJkUDAMg/mQ8AKD5fDDBA10kXwlYRQgghTUudC5+CggL88Y9/9Jrnmd69ezdSUlJw/PhxAMCECRN8lmdVbin/1FNPgTGG1atXIz8/H126dEFaWprXVZsB4JNPPsGCBQvw+OOPw+FwYPjw4di2bZvXGWEajQa7du3CnDlzcN999yEsLAxTpkzxGVvUkmlSNIAAyD9xrfi54B74TMUPIYQQ4iZgVSuRVs5isUCtVsNsNjd4cHNBQQFiYmJCcrzYlGniix/A99o/LU2o892aUK6Dh3IdPJTr4AlUruvy/U2vcAukSdYgrtv1u9eWXCzh7/NFCCGEtGZU+LRQ6iS1b/HzGxU/hBBCWjcqfFowdZIacd2rFD+XSpB/Mh90dJMQQkhrRYVPC6c2qBHfI56fNl02oeBkARU/hBBCWiUqfFoBlV6F+J7x/LWRPIOfqfghhBDS2lDh00qoElWI6xHHFz/mLDPyj1PxQwghpHWhwqcVUSV69/yYjWbkHcuj4ocQQkirQYVPKxOREIH4XteLH0u2BXlHqfghhBDSOlDh0wpFxEcgoXcCBMJrxU+OBbm/5oJxVPwQQghp2ajwaaXC48K9ih/rFSuuHLlCxQ8hhJAWjQqfViw8NhyJfRL54qc0r5SKH0IIIS0aFT6tnDJGicS+3sVPzqEcKn4IIYS0SFT4ECh1Suj76SEUud8OZQVlyPklB5yLC3HLCCGEkMZFhQ8BAIRFhyGxX+L14qeQih9CCCEtDxU+hBcWFQZ9fz2EYvfbovxqOXIO5oBzUvFDCCGkZaDCh3hRRCq8i5+icmQfzKbihxBCSItAhQ/xodAqYBhggEgiAgBUFFcg+0A2XJWuELeMEEIIaRgqfIhfco0c+gH668VPCRU/hBBCmj8qfEi15Go5DAMNEEndxY/NZEP2/my4HFT8EEIIaZ6o8CE1kqlkMAw0QCwTAwBsZhuM+41U/BBCCGmWqPAhNyWL8C5+7BY7jOlGOO3OELeMEEIIqRsqfEitSMOlMAwyQCy/VvxYrxU/Nip+CCGENB9U+JBakyqlMAw0QKKQAAAcpQ4qfgghhDQrVPiQOuGLn7BrxU+ZA1n7slBZXhnilhFCCCE3R4UPqTNJmASGgQZIlVIAQGV5JYzpRip+CCGENHlU+JB6kSiuFT/h14qfikpk7cuCo8wR4pYRQggh1aPCh9SbWC6GYaABsggZAMBpc8KYboSjlIofQgghTRMVPqRBxLJrxY/Ku/ixW+0hbhkhhBDiiwof0mAiqQiGAQbI1XIAgNN+rfixUPFDCCGkaaHChzQKkVQE/QA95Bp38eNyuGBMN8JmsoW4ZYQQQsh1VPiQRiOSiKDvr4dCqwAAuCpdMO43oqKkIsQtI4QQQtyo8CGNylP8hEWFAQA4J4fsA9moKKbihxBCSOhR4UManVAsRGK/RIRFexc/5VfLQ9wyQgghrR0VPiQghCIhEvsmQhmjBABwLg7ZB7NRVlAW4pYRQghpzajwIQEjFAmR2CcR4XHhAADGMeQcykFpXmmIW0YIIaS1osKHBJRAKEBCrwREJEQAcBc/Vw5fgTXXGuKWEUIIaY2o8CEBJxAKEN8zHqpEFQCAMYbcI7mw5FhC3DJCCCGtDRU+JCgEAgHiesRBbVADuFb8/JoLs9Ec4pYRQghpTajwIUEjEAgQ2y0WmmQNPy/vWB5MmaaQtYkQQkjrQoUPCSqBQIDYrrHQttXy8/JP5KPkUkkIW0UIIaS1qHPhc/78eTz22GPo3r07xGIxbrvtNr9xaWlp6NGjB+RyOdq3b493333Xb9zKlSuRkpICuVyOPn36YM+ePT4xVqsVjz76KKKiohAeHo5x48YhMzPTJ+7s2bMYNWoUlEolYmJi8OSTT6Kigi6c1xTFdI5BZPtIfrrgtwIUXygOYYsIIYS0BnUufH7//Xds374d7du3R6dOnfzG7N+/H+PHj0fPnj3x7bffYvr06ZgzZw42bNjgFbdy5UosXrwYs2fPRlpaGtq3b4/Ro0fj5MmTXnFTpkzBN998gzVr1mDLli3IycnBiBEjvIoak8mE4cOHw2q1Ytu2bVi5ciU+/vhjzJo1q66bSIJEl6pD1K1R/HThqUIUnS0KYYsIIYS0eKyOXC4X//9p06axzp07+8SMGjWK9e3b12verFmzWHx8PL+8zWZjarWaLVy4kI9xOp0sNTWVTZo0iZ934MABBoBt376dn5eZmcnEYjFbu3YtP++VV15hYWFhrLCwkJ/38ccfMwDs1KlTtdo2s9nMADCz2Vyr+Oq4XC6Wm5vrlStSvatnr7LTX5/m/wozCm++UBWU7+ChXAcP5Tp4KNfBE6hc1+X7u849PkJhzYvY7Xbs2rULkydP9po/depU5Obm4ujRowCA9PR0mM1mTJkyhY8RiUSYNGkS0tLSwBgD4D5kptFoMHr0aD4uKSkJgwcPxvbt2/l5aWlpGDFiBKKjo/l5EydOhEwmQ1paWl03kwRR1C1R0HXS8dNF54pQeKowhC0ihBDSUokbe4UXLlyAw+FAamqq13zPYbGMjAz06tULGRkZAICOHTv6xFmtVuTk5ECv1yMjIwMdOnSAQCDwiduxYwc/nZGRgRkzZnjFyGQytGvXjn+uG9ntdtjtdn7aYnFfV4bjOHAcV5fN9sJxHBhjDVpHa6NpowEDQ+Fv7oKn6FwRXE4XdJ11Pq/9jSjfwUO5Dh7KdfBQroMnULmuy/oavfApKXGfnaPRaLzma7Xus3iKi4v5OJlMBoVCUW2cXq9HSUmJz7o8cZ51edZXm7iqVqxYgeeff95nfmFhIWw2m/8NrAWO42A2m8EYu2kPGalCCYgSRCjKcI/zMR0zoaiwCJGdImssfijfwUO5Dh7KdfBQroMnULm2Wmt/N4BGL3w8qvuiqjrfX4znEFdt4m6cX9s4j0WLFmH+/Pn8tMVigcFggE6ng0ql8rtMbXAcB4FAAJ1ORx+iOoqJiUF0TDTyj+cDDEApwHIZYrrFVPs6Ur6Dh3IdPJTr4KFcB0+gci2Xy2sd2+iFj6fHxtPz4+GZ9jyu1Wphs9lgs9m8GmwymXzisrKyfJ7HZDLxMZ64G5/TE3fjYTcPmUwGmUzmM18oFDb4BREIBI2yntZIm6yFSCxC3tE8MMZgzbFCAAHiusdBIKy+oKZ8BwflOngo18FDuQ6eQOS6Lutq9Fe4Xbt2kEqlPuNqTp06BQB8EeL5119cREQEEhMT+bgzZ87wPUFV46oWNKmpqT7rstvtuHDhQrWFD2m6VIkqxPeK5wsdS44Fub/mgnHsJksSQggh1Wv0wkcmk2H48OHYunWr1/xNmzYhPj4ePXr0AAAMHDgQarUaW7Zs4WNcLhe2bt2KMWPG8Ic1xowZA5PJ5DWQ2Wg0Yu/evRg7diw/b8yYMdi5cyeKiq5fB+aLL76A3W7HmDFjGnszSRBExEcgoXcCX/xYc624cvgKFT+EEELqrc6HusrLy/nTwzMzM2GxWPDZZ58BAIYOHQqdToelS5diyJAhmDVrFqZOnYp9+/Zh/fr1eO+99/juKJlMhiVLlmDx4sXQ6XTo2bMnNmzYgIsXL2Lz5s388/Xr1w9jx47FzJkzsWrVKqhUKixduhQpKSmYNm0aH/foo4/inXfewfjx4/Hss8+ioKAA8+fPx9SpU6nHpxkLjw1HYt9E5PySA8YxlOaXIueXHCT0SYBQRF3ShBBC6qiuFwm6dOkSg3vYqc/f7t27+bjt27ezbt26MalUytq2bcvWrFnjsy6O49hrr73GkpKSmEwmY71792a7du3yiTObzWzWrFlMq9UypVLJ7r33Xnb58mWfuDNnzrC7776bhYWFsejoaDZnzhxWXl5e622jCxg2XWVXy9jZ7Wf5ixxmpWcxl9OdX8p38FCug4dyHTyU6+BpChcwFDDG6LjBNRaLBWq1GmazucFndRUUFCAmJoYGyjWiiuIKZB/MBud0X69BEamAvp8eEILyHST03g4eynXwUK6DJ1C5rsv3N73CpNlQRCpgGGCASCIC4C6EjPuNcFW6QtwyQgghzQUVPqRZkWvk0A/QQyR1Fz82kw3Z+7PhclDxQwgh5Oao8CHNjlwth2GAAWKZe2y+3WxH/uF8OO3OELeMEEJIU0eFD2mWZCoZDAMNEMvdxY+j1IHs9Gw4bVT8EEIIqR4VPqTZkoZL3cWP4nrxY0w3orKiMsQtI4QQ0lRR4UOaNanyhuKn7FrxU07FDyGEEF9U+JBmTxImQVzvOEiUEgBAZXklsvZlwVHmCHHLCCGENDVU+JAWQawQwzDQAGm4FADgtDlh3GeE3WoPccsIIYQ0JVT4kBZDLHcXPzKVDADgtDthTDfCbqHihxBCiBsVPqRFEcvEMAwwQK6WAwBcDheM6UbYzLYQt4wQQkhTQIUPaXFEUhH0A/RQaBUAAFelC9n7s1FRUhHilhFCCAk1KnxIiySSiKDvr4ciskrxcyAbFcVU/BBCSGtGhQ9psYRiIfT99QiLDgMAcE4O2QeyUX61PMQtI4QQEipU+JAWTSgSIrFvIpQxSgAA5+KQfTAbZQVlIW4ZIYSQUKDCh7R4QpEQiX0SER4XDgBgHEPOoRyU5pWGuGWEEEKCjQof0ioIhAIk9EpAREIEAHfxc+XwFVivWEPcMkIIIcFEhQ9pNQRCAeJ7xkOlVwEAGGPI/TUXlmxLiFtGCCEkWKjwIa2KQCBAXPc4qJPUAK4VP0dzYc4yh7hlhBBCgoEKH9LqCAQCxHaNhSZFw8/LO54H02VTyNpECCEkOKjwIa2SQCBAbJdYaNtq+Xn5J/NRcrEkhK0ihBASaFT4kFYtpnMMom6J4qcLfi9A8fniELaIEEJIIFHhQ1q96I7RiO4QzU8XZhTi6pmrIWwRIYSQQKHChxAAUbdGQZeq46eLzhahMKMwhC0ihBASCFT4EHJNZPtIxHSO4aeLzxej4PeCELaIEEJIY6PCh5AqtG21iO0ay0+XXCxB/ol8MMZC2CpCCCGNhQofQm6gSdYgrnscP23KNCH/OBU/hBDSElDhQ4gfaoMa8T3jIRAIAABmoxl5R/Oo+CGEkGaOCh9CqqFKVCG+VzwEQnfxY8mxIPdILhhHxQ8hhDRXVPgQUoOI+Agk9E7gix9rrhVXDl+h4ocQQpopKnwIuYnw2HAk9k3ki5/S/FLk/JIDzsWFuGWEEELqigofQmpBqVNC318Pocj9kSkrLEPOwRxwTip+CCGkOaHCh5BaCosKcxc/YvfHpryoHNkHs+GqdIW4ZYQQQmqLCh9C6kARqYBhgAEiiQgAUFFcgewDVPwQQkhzQYUPIXUk18hhGGiASOoufmwmG4zpRrgcVPwQQkhTR4UPIfUgU8lgGGiAWCYGANgtdhjTjXDanCFuGSGEkJpQ4UNIPckiZDAMMkAsv1b8WN3FT2VFZYhbRgghpDpU+BDSAFKlFEmDkiAJkwAAHGUOd/FTTsUPIYQ0RVT4ENJAkjAJDAMNkCqlAIDK8kpk7cuCo8wR4pYRQgi5ERU+hDQCieJa8RPuLn6cNieM+4ywW+0hbhkhhJCqAlb4fPnll+jXrx9UKhViY2Nx33334cyZMz5xaWlp6NGjB+RyOdq3b493333X7/pWrlyJlJQUyOVy9OnTB3v27PGJsVqtePTRRxEVFYXw8HCMGzcOmZmZjb1phPgllothGGiATCUDADjtThjTjbBbqPghhJCmIiCFz48//oj77rsPHTp0wLZt27BmzRqcOXMGI0aMgMVi4eP279+P8ePHo2fPnvj2228xffp0zJkzBxs2bPBa38qVK7F48WLMnj0baWlpaN++PUaPHo2TJ096xU2ZMgXffPMN1qxZgy1btiAnJwcjRoxARUVFIDaTEB9imRiGAQbI1XIAgMvhgjHdCJvJFuKWEUIIAQCwAJg5cyZLSUlhHMfx8w4ePMgAsLS0NH7eqFGjWN++fb2WnTVrFouPj2cul4sxxpjNZmNqtZotXLiQj3E6nSw1NZVNmjSJn3fgwAEGgG3fvp2fl5mZycRiMVu7dm2t2m02mxkAZjab67bBN3C5XCw3N5ffBhJYTTHfToeTZf6cyU5/fZqd/vo0O5t2lpUXlYe6WQ3WFHPdUlGug4dyHTyBynVdvr8D0uNTWVmJiIgICAQCfp5Go/EUWgAAu92OXbt2YfLkyV7LTp06Fbm5uTh69CgAID09HWazGVOmTOFjRCIRJk2ahLS0NH59aWlp0Gg0GD16NB+XlJSEwYMHY/v27YHYTEKqJZKIoO+vR1hUGACAc3LIPpCN8qLyELeMEEJat4AUPjNnzkRGRgbeeecdmEwmXL58GQsWLEBqairuvPNOAMCFCxfgcDiQmprqtWynTp0AABkZGV7/duzY0SfOarUiJyeHj+vQoYNXseWJ86yDkGASioVI7JcIpU4JAOBc7uKnrLAsxC0jhJDWSxyIlQ4ZMgRffPEF/vSnP2Hu3LkA3AXI999/D5nMPfCzpKQEwPWeIA+tVgsAKC4u5uNkMhkUCkW1cXq9HiUlJT7r8sR51nUju90Ou/36wFPP+COO48Bx9b/rNsdxYIw1aB2k9pp0vgVAfO94XDl8BWX5ZWAcQ/aBbMT3jkd4bHioW1dnTTrXLQzlOngo18ETqFzXZX0BKXzS09PxwAMPYMaMGRg3bhzMZjNefvlljB49Gvv27YNKpeJjb+yh8TffX4znEFdt4qp7jhUrVuD555/3mV9YWAibrf6DUTmOg9lsBmMMQiFdMSDQmkO+xUliVJoqUVbg7u0x/WhCdNdoKGOVIW5Z3TSHXLcUlOvgoVwHT6BybbVaax0bkMJn7ty5GD58ON566y1+3uDBg6HX67FhwwbMnz+f77Hx9Px4eKY9j2u1WthsNthsNsjlcj7OZDL5xGVlZfm0xWQy8TE3WrRoEebPn89PWywWGAwG6HQ6r+KsrjiOg0AggE6now9REDSXfMfExiDvaB6sOe4PaGVmJeSRcqgS6/9eC7bmkuuWgHIdPJTr4AlUrqvWBzcTkMLn1KlTGDdunNc8nU6HhIQEXLhwAQDQrl07SKVSZGRkYNSoUV7LAuDH/nj+zcjIQI8ePbziIiIikJiYyMf98MMPPj08p06d8hlH5CGTyfhDb1UJhcIGvyACgaBR1kNqp7nkO6FXAvLF+TAbzQCA/GP5EDAB1EnqELes9ppLrlsCynXwUK6DJxC5rsu6AvIKJycn48iRI17z8vLykJOTg5SUFADuomP48OHYunWrV9ymTZsQHx/PFzkDBw6EWq3Gli1b+BiXy4WtW7dizJgxfJEzZswYmEwm7Nixg48zGo3Yu3cvxo4dG4jNJKTOBAIBYrvFQpOi4eflHc+D6bIpZG0ihJDWJCA9Pk888QTmzJmD2bNnY/z48TCZTHj55ZcRHh6OBx54gI9bunQphgwZglmzZmHq1KnYt28f1q9fj/fee4+v3mQyGZYsWYLFixdDp9OhZ8+e2LBhAy5evIjNmzfz6+rXrx/Gjh2LmTNnYtWqVVCpVFi6dClSUlIwbdq0QGwmIfUiEAgQ2yUWAqEAJRfdh3bzT+aDc3GIbBcZ4tYRQkjLFrDCRyqV4t1338WHH36I8PBw9O3bFxs3bkR8fDwfN2DAAHz11VdYvHgxNm7cCL1ej9WrV+Phhx/2Wt9TTz0FxhhWr16N/Px8dOnSBWlpaejSpYtX3CeffIIFCxbg8ccfh8PhwPDhw7Ft2zafM8IIaQpiOsdAKBKi6FwRAKDwVCEYxxB1S1SIW0YIIS2XgHlOjyKwWCxQq9Uwm80NHtxcUFCAmJgYOl4cBM0930XninD19FV+OuqWKER3jA5hi6rX3HPdnFCug4dyHTyBynVdvr/pFSYkxKJuiYKuk46fLjpXhILfC0LYIkIIabmo8CGkCYhsF4mY22L46ZKLJcg/mQ/qkCWEkMZFhQ8hTYS2jRZx3eL4adNlE/KPU/FDCCGNiQofQpoQdZIa8T3j+cs0mI1m5B3NA+Oo+CGEkMZAhQ8hTYwqUYX4XteLH0uOBVeOXKHihxBCGgEVPoQ0QRHxEUjokwCB0F38lOaVIudQDjgX3USREEIaggofQpqo8NhwJPZNhFDk/piWFZQh5xcqfgghpCGo8CGkCVPqlEjslwih2P1RLb9ajuwD2XBVukLcMkIIaZ6o8CGkiQuLCoO+vx4iiQgAUFFcQcUPIYTUExU+hDQDCq0C+gF6iKTu4sdmssGYboTT7gxxywghpHmhwoeQZkKulsMw0ACxzH2LPbvF7i5+bFT8EEJIbVHhQ0gzIouQwTDIALHcXfw4Sh0wphtRWVEZ4pYRQkjzQIUPIc2MVClF0qAkSMIkAABHmQPGfUY4yhwhbhkhhDR9VPgQ0gxJwiRIGpQEabgUAFBZUQljuhF2qz3ELSOEkKaNCh9CmimxXAzDQANkKhkAwGlzuosfCxU/hBBSHSp8CGnGxDIxDAMMkKvlAACXwwVjuhE2ky3ELSOEkKaJCh9CmjmRVAT9AD0UWgUAwFXpgnG/ERXFFSFuGSGEND1U+BDSAogkIuj76xEWFQYA4Jwcsg9ko6ywLMQtI4SQpoUKH0JaCKFYiMR+iVDGKAEAnItDzi85KM0vDXHLCCGk6aDCh5AWRCgSIrFPIsLjwgEAjGO4cugKrLnWELeMEEKaBip8CGlhBEIBEnolQJWoAgAwxpB7JBeWbEuIW0YIIaFHhQ8hLZBAKEBcjziok9QArhU/R3NhyjSFtmGEEBJiVPgQ0kIJBALEdo2FJkXDz8s/kY+SiyWhaxQhhIQYFT6EtGACgQCxXWIR2S6Sn1fwewGKzhWFsFWEEBI6VPgQ0groOukQ3SGan756+iqunr4awhYRQkhoUOFDSCsRdWsUdJ10/HTRuSIU/F4QwhYRQkjwUeFDSCsS2S4SsV1i+emSiyXIP5EPxlgIW0UIIcFDhQ8hrYwmRYO4bnH8tCnThLxjeVT8EEJaBSp8CGmF1ElqxPeMh0AgAABYsi3IPZILxlHxQwhp2ajwIaSVUiWqkNA7AQKhu/ix5lpx5fAVKn4IIS0aFT6EtGLhceFI7JPIFz+l+aXI+SUHnIsLccsIISQwqPAhpJVTxiih76+HUOTeHZQVliH7QDY4JxU/hJCWhwofQgjCosKgH6CHSCICAFQUV8C43whXpSvELSOEkMZFhQ8hBACg0CrcxY/UXfzYTDYY041w2p0hbhkhhDQeKnwIITy5Wg7DQAPEMjEAwG6xu4sfGxU/hJCWgQofQogXWYQMhkEGSBQSAICj1IGsfVmoLK8MccsIIaThqPAhhPiQKqUwDDJAqpQCACrLK5G1LwuOUkeIW0YIIQ1DhQ8hxC+JQgLDQAOk4e7ix2lzwphuhMNKxQ8hpPmiwocQUi2xXIykQUmQqWQAAJfdhbxDebCZbCFuGSGE1E9AC5/3338f3bp1g1wuR0xMDMaNG+f1eFpaGnr06AG5XI727dvj3Xff9buelStXIiUlBXK5HH369MGePXt8YqxWKx599FFERUUhPDwc48aNQ2ZmZiA2i5BWRSQVwTDQALlGDgDgnByy92ejorgixC0jhJC6C1jh89xzz2H+/PmYOnUqduzYgffeew/x8fH84/v378f48ePRs2dPfPvtt5g+fTrmzJmDDRs2eK1n5cqVWLx4MWbPno20tDS0b98eo0ePxsmTJ73ipkyZgm+++QZr1qzBli1bkJOTgxEjRqCignbOhDSUSCKCYYABiigFgGvFz4FslBWWhbhlhBBSNwIWgFsyZ2RkoEuXLkhLS8Pdd9/tN2b06NEoLi7GwYMH+XmPPPII/vvf/yI7OxtCoRB2ux2xsbF45JFH8NprrwEAXC4XunTpgq5du2Lz5s0AgIMHD6J///7Yvn07xowZAwDIyspCu3bt8M477+Cxxx6rVbstFgvUajXMZjNUKlW9t5/jOBQUFCAmJgZCIR1NDDTKd/A4K534/fvfIXPKIBAKIBAKkNA7AeGx4aFuWotD7+vgoVwHT6ByXZfv74C8wh9++CHatm1bbdFjt9uxa9cuTJ482Wv+1KlTkZubi6NHjwIA0tPTYTabMWXKFD5GJBJh0qRJSEtLg6dmS0tLg0ajwejRo/m4pKQkDB48GNu3b2/szSOk1RKKhIjpEYPwOHehwziGK4euwHrFGuKWEUJI7QSk8Dlw4AC6dOmC5cuXIyYmBlKpFEOHDsWxY8cAABcuXIDD4UBqaqrXcp06dQLg7jGq+m/Hjh194qxWK3Jycvi4Dh06QCAQ+MR51kEIaRwCoQDxveKhSnT/qmKMIffXXJiN5hC3jBBCbk4ciJXm5eXh119/xe+//45169ZBKpXi+eefx1133YVz586hpKQEAKDRaLyW02q1AIDi4mIAQElJCWQyGRQKRbVxer0eJSUlPuvyxHnW5Y/dbofdbuenLRYLAHdXHMfV/waNHMeBMdagdZDao3wHjyfXDAwx3WLAwGAxWsDgLn5clS5oUjShbmaLQO/r4KFcB0+gcl2X9QWk8OE4DqWlpdi2bRs6d+4MAOjVqxfatGmDf/7znxg0aBAA+PTQeFSd7y/Gc4irNnHVPQcArFixAs8//7zP/MLCQths9T9dl+M4mM1mMMboeHEQUL6D58ZcC+IF4CwcLFnuHw2mvSZoC7RQp6hD3NLmj97XwUO5Dp5A5dpqrf3h9oAUPpGRkYiNjeWLHgCIj49Hx44d8fvvv+Oee+4BAL7nx8Mz7enR0Wq1sNlssNlskMvlfJzJZPKJy8rK8mmHyWTiY/xZtGgR5s+fz09bLBYYDAbodLoGD24WCATQ6XT0IQoCynfw+Mt1bGwsrp6+iuJz7t5Vls8gVAsR3SE6lE1t9uh9HTyU6+AJVK6r1gg3E5DCJzU11e81dDwVXrt27SCVSpGRkYFRo0bxj586dYpfvuq/GRkZ6NGjh1dcREQEEhMT+bgffvjBp4fn1KlTPuOIqpLJZJDJZD7zhUJhg18QgUDQKOshtUP5Dh5/uY7pFAORRISrp68CAErOlwAcENM5JlTNbBHofR08lOvgCUSu67KugLzC99xzD/Lz8/Hbb7/x83JycnD69Gl069YNMpkMw4cPx9atW72W27RpE+Lj4/kiZ+DAgVCr1diyZQsf43K5sHXrVowZM4YvcsaMGQOTyYQdO3bwcUajEXv37sXYsWMDsYmEkBtE3RLlVeiUXCxB/ol8BOCKGYQQUm8B6fH5wx/+gJ49e+K+++7Diy++CKlUihdeeAE6nQ6zZs0CACxduhRDhgzBrFmzMHXqVOzbtw/r16/He++9x1duMpkMS5YsweLFi6HT6dCzZ09s2LABFy9e5K/hAwD9+vXD2LFjMXPmTKxatQoqlQpLly5FSkoKpk2bFohNJIT4oW2rhVAsRN7xPACAKdMEzsUhrntcjePtCCEkWAJS+IhEInz77beYN28eHnnkEVRWVmLo0KHYtGkTlEolAGDAgAH46quvsHjxYmzcuBF6vR6rV6/Gww8/7LWup556CowxrF69Gvn5+fyFEbt06eIV98knn2DBggV4/PHH4XA4MHz4cGzbts3njDBCSGCpk9QQiATIO5oHxhgs2RZwTg4JvRIgEFLxQwgJrYBcubm5ois3N0+U7+CpS65L80px5cgVMM69i1HqlEjokwChiF6j2qD3dfBQroOnxV65mRBCwuPCkdg3kS90ygrLkHMwB5yTrpVCCAkdKnwIIQGj1Cmh76+HUOze1ZQXlcO43whXpSvELSOEtFZU+BBCAkoRqYBhoAEiiQgAYDPZYEw3wml3hrhlhJDWiAofQkjAydVyGAYZIJa5z6ewW+ww7jOisqIyxC0jhLQ2VPgQQoJCFiGDYZABEoUEAOAoc8C4zwhHmSPELSOEtCZU+BBCgkaqlMIwyACpUgoAqKyohDHdCLvVfpMlCSGkcVDhQwgJKolCAsNAA2QR7tvFOG1OGNONsJnrf2NgQgipLSp8CCFBJ5aLYRhogFztvrGgy+FC9v5sVBRXhLhlhJCWjgofQkhIiKQi6AfooYh0X13dVelC9oFslF8tD3HLCCEtGRU+hJCQEUlE0PfXQ6lz38qGc3HIPpiN0vzSELeMENJSUeFDCAkpoUiIxL6JCI8LBwAwjuHKoSuwXrGGuGWEkJaICh9CSMgJhAIk9EqAKtF9jx3GGK4cuQJzljnELSOEtDRU+BBCmgSBUIC4HnFQJ6n5eXnH81ByqSSErSKEtDRU+BBCmgyBQIC4bnHQttXy8wp+K0DRuaIQtooQ0pJQ4UMIaXJiOscg6tYofvrq6asozCgMYYsIIS0FFT6EkCYpukM0dJ10/HTx+WLkn8wHYyyErSKENHdU+BBCmqzIdpGI7RrLT5sum5B3LI+KH0JIvVHhQwhp0jTJGsT3iIdAIAAAWLItyD2SC8ZR8UMIqTsqfAghTZ5Kr0J8r3gIhO7ix5prRc6hHHAuLsQtI4Q0N1T4EEKahYj4CCT2TYRQ5N5tlRWUIedgDjgnFT+EkNqjwocQ0mwodUro++shFLt3XeVF5TDuN8LlcIW4ZYSQ5oIKH0JIs6KIVMAwwACRRAQAsJlsMKYb4bQ5Q9wyQkhzQIUPIaTZkWvkMAwyQCwTAwDsVjuM6UZUVlSGuGWEkKaOCh9CSLMki5DBMMgAiUICAHCUOWDcZ4SjzBHilhFCmjIqfAghzZZUKYVhkAFSpRQAUFlRCeM+I+wWe4hbRghpqqjwIYQ0axKFBIZBBshUMgCA0+6EMd2IipKKELeMENIUUeFDCGn2xDIxDAMNUGgVAABXpQvZB7JRXlQe4pYRQpoaKnwIIS2CSCKCvr8eYdFhAADOySH7QDZK80tD3DJCSFNChQ8hpMUQioVI7JuI8NhwAADjGK4cugLrFWuIW0YIaSqo8CGEtChCkRAJvRMQkRABAGCMIffXXJizzCFuGSGkKaDChxDS4giEAsT3jIc6SQ3AXfzkHc9DycWSELeMEBJqVPgQQlokgUCAuG5x0LbV8vMKfi9A0dmiELaKEBJqVPgQQlq0mM4xiO4QzU9fPXMVhacKQ9giQkgoUeFDCGnxom6NQkznGH66+EIx8k/kgzEWwlYRQkKBCh9CSKugbatFXLc4ftqUaULe0TwwjoofQloTKnwIIa2GOkmN+J7xEAgEAABLjgVXDl+h4oeQVoQKH0JIq6JKVCGhTwIEQnfxU5pfiuyD2eCcXIhbRggJBip8CCGtTnhsOPT99BCK3LvA8qvlyD6QDVelK8QtI4QEGhU+hJBWKSw6DPoBeogkIgBARUkFjOlGOO3OELeMEBJIVPgQQlothVYBw0ADxDIxAMBuscO4z4jKisoQt4wQEihBKXxKS0uh1+shEAhw+PBhr8fS0tLQo0cPyOVytG/fHu+++67fdaxcuRIpKSmQy+Xo06cP9uzZ4xNjtVrx6KOPIioqCuHh4Rg3bhwyMzMDsUmEkBZCppLBMMgAiUICAHCUOWDcZ4SjzBHilhFCAiEohc/y5cvhdPp2H+/fvx/jx49Hz5498e2332L69OmYM2cONmzY4BW3cuVKLF68GLNnz0ZaWhrat2+P0aNH4+TJk15xU6ZMwTfffIM1a9Zgy5YtyMnJwYgRI1BRURHQ7SOENG9SpRSGQQZIlVIAQGVFJYz7jLBb7CFuGSGk0bEAy8jIYEqlkq1bt44BYIcOHeIfGzVqFOvbt69X/KxZs1h8fDxzuVyMMcZsNhtTq9Vs4cKFfIzT6WSpqals0qRJ/LwDBw4wAGz79u38vMzMTCYWi9natWtr1Vaz2cwAMLPZXK9t9XC5XCw3N5ffBhJYlO/gaem5rrRVskt7LrHTX59mp78+zc59e46VF5eHpC0tPddNCeU6eAKV67p8fwe8x2fu3Ll47LHH0KFDB6/5drsdu3btwuTJk73mT506Fbm5uTh69CgAID09HWazGVOmTOFjRCIRJk2ahLS0NP7Kq2lpadBoNBg9ejQfl5SUhMGDB2P79u2B2jxCSAsilolhGGiAQqsAALgqXcjen43yq+UhbhkhpLGIA7nyzz77DMePH8dnn32GX3/91euxCxcuwOFwIDU11Wt+p06dAAAZGRno1asXMjIyAAAdO3b0ibNarcjJyYFer0dGRgY6dOjAX5isatyOHTv8ts9ut8Nuv96VbbFYAAAcx4Hj6n9ND47jwBhr0DpI7VG+g6c15FogEiChbwKuHLqC8qvlcHEuGPcbEd87HuGx4UFrR2vIdVNBuQ6eQOW6LusLWOFTXl6O+fPnY8WKFVCpVD6Pl5SUAAA0Go3XfK3WfSfl4uJiPk4mk0GhUFQbp9frUVJS4rMuT5xnXTdasWIFnn/+eZ/5hYWFsNlsNW9gDTiOg9lsBmMMQiGdOBdolO/gaU25lrSRwGFxoLzQ3dtj+tGE6NuioYxXBuX5W1OuQ41yHTyByrXVaq11bMAKnxdffBGxsbGYPn16jXE39tD4m+8vxnOIqzZx1T3HokWLMH/+fH7aYrHAYDBAp9P5LdZqi+M4CAQC6HQ6+hAFAeU7eFpbrmNiYpB3LA/WHPdOtTKrElKNFJpkTcCfu7XlOpQo18ETqFzL5fJaxwak8MnMzMSqVavwxRdf8IePSktL+X9LS0v5HhtPz4+HZ9rzuFarhc1mg81m89owk8nkE5eVleXTFpPJxMfcSCaTQSaT+cwXCoUNfkEEAkGjrIfUDuU7eFpVroVAQq8EFEgLYMo0AQAKfysEXEBk+8iAP32rynWIUa6DJxC5rsu6AvIKX7p0CQ6HA2PHjoVWq4VWq8W9994LALjjjjswYsQItGvXDlKplB/D43Hq1CkA4Mf+eP71FxcREYHExEQ+7syZM3xPUNW4G8cREUJIbQkEAsR2jfUqdAozCnH19NUQtooQUl8BKXy6d++O3bt3e/29+eabAIB169bh3XffhUwmw/Dhw7F161avZTdt2oT4+Hj06NEDADBw4ECo1Wps2bKFj3G5XNi6dSvGjBnDH8YaM2YMTCaT10Bmo9GIvXv3YuzYsYHYTEJIK6JL1UGXquOni84VIf9kvs+PLUJI0xaQQ10ajQbDhg3z+1ivXr3Qs2dPAMDSpUsxZMgQzJo1C1OnTsW+ffuwfv16vPfee3y3lUwmw5IlS7B48WLodDr07NkTGzZswMWLF7F582Z+vf369cPYsWMxc+ZMrFq1CiqVCkuXLkVKSgqmTZsWiM0khLQyke0jIRQLkX8yHwBgumwC5+QQ1y2Ov9s7IaRpC+jp7DczYMAAfPXVV1i8eDE2btwIvV6P1atX4+GHH/aKe+qpp8AYw+rVq5Gfn48uXbogLS0NXbp08Yr75JNPsGDBAjz++ONwOBwYPnw4tm3b5nNGGCGE1JcmRQOhWIi8Y3lgjMGSbQFXySG+Vzx/t3dCSNMlYNRPy7NYLFCr1TCbzQ0+q6ugoAAxMTE0UC4IKN/BQ7m+rjSvFFeOXAHj3LtQRaQCiX0T+bu9NxTlOngo18ETqFzX5fubXmFCCKmH8Lhw6PvpIRS7d6MVxRUwphvhtPvel5AQ0nRQ4UMIIfUUFh0Gw0ADRFJ3L4/dYodxnxGV5ZUhbhkhpDpU+BBCSAPI1XIkDUqCRCEBADjKHMjal0V3diekiaLChxBCGkgaLoVhkAHScCkAwGlzImtfFsqL6OamhDQ1VPgQQkgjkCgkSBqUxN/ZnXNyyD6QDWtu7e8hRAgJPCp8CCGkkYikIugH6KGMcd/IlHEMVw5f4W93QQgJPSp8CCGkEQlFQiT2SYTaoObn5Z/Ip1tcENJEUOFDCCGNTCAUIK57nNf9vYrOFbkvesjRpdMICSUqfAghJEB0qTrE3BbDT5uNZuT8kgPOyYWwVYS0blT4EEJIAGnbaJHQO4G/l1dZYZn7Qoc2utAhIaFAhQ8hhARYRHwEDAMM/O0sbGYbsvZmwW6la/0QEmxU+BBCSBAoIhVIGnz9QoeVFZUw7jOi/Cpd64eQYKLChxBCgkQaLkXS4CTI1XIAgKvSheyD2bBkW0LcMkJaDyp8CCEkiMRyMQwDDV7X+sk9mouis0UhbhkhrQMVPoQQEmRCsRCJfROhSdbw866euUqnuxMSBFT4EEJICAgEAsR2jYUuVcfPMxvNyD6QDVelK4QtI6Rlo8KHEEJCKLJ9JBJ6XT/dvbyoHFk/Z8FR5ghxywhpmajwIYSQEItIiIBhoAFimRgA4ChzIOvnLNiKbSFuGSEtDxU+hBDSBCi07tPdZREyAABXySH/13yYs8whbhkhLQsVPoQQ0kRIwiQwDDJAqbt+xlf+8XwU/FZAg54JaSRU+BBCSBMikoiQ2C8RmjYafl7JpRJkH8yGy0GDnglpKCp8CCGkiREIBIi5LQZRnaKuD3q+Wo7MnzNht9BtLghpCCp8CCGkiYrQR0A/QM8Peq4sr0TW3iy60jMhDUCFDyGENGGKSAWSbr9+mwvOxSH3aC7yT+bTuB9C6oEKH0IIaeIkCgmSBidBnaTm55kum2BMN8Jpc4awZYQ0P1T4EEJIMyAQChDXLQ5x3eL4cT8VJRW4/NNllBWWhbh1hDQfVPgQQkgzok5SI2lwEiQKCQDA5XAh+0A2CjMKwRgd+iLkZqjwIYSQZkauliN5SDLCY8P5ecXni2FMN6KyojKELSOk6aPChxBCmiGRVISEPgnQddJBILh26Ku4Apk/ZaI0rzTErSOk6aLChxBCmimBQIDIdpEwDDJcP/RV6ULOoRzkn8gH5+JC3EJCmh4qfAghpJlTaBVIHpqMiPgIfp4p04TM/2XCZqYbnRJSFRU+hBDSAogkIiT0TkBctzgIRe5du6PUgay9WSg+X0wDnwm5hgofQghpQdRJaiQPSeYveMg4hsKMQhjTjXCUOULcOkJCjwofQghpYaThUiQNTkJk+0h+nmfgs+myKXQNI6QJoMKHEEJaIIFQAF2qDoaBBkjC3AOfOReH/JP5yD6QTVd8Jq0WFT6EENKChUWFIWVoCjTJGn5eWWEZLu2+BHOWOXQNIyREqPAhhJAWTigWIrZrLPT99BDL3Xd655wc8o7nIftANl30kLQqVPgQQkgroYxRImVYCtSG6zc7LSssw+U9l2G6bKIzv0irQIUPIYS0IiKJCHHd43x6f/JP5sOYboTdag9xCwkJrIAUPp9++ikmTJgAg8EApVKJrl27Yu3ateA476uIpqWloUePHpDL5Wjfvj3effddv+tbuXIlUlJSIJfL0adPH+zZs8cnxmq14tFHH0VUVBTCw8Mxbtw4ZGZmBmLzCCGk2eN7f5Ku9/5UFFcg83+ZuHrmKhhHvT+kZQpI4bNq1SrIZDK8/vrr+O9//4sJEyZg7ty5+Pvf/87H7N+/H+PHj0fPnj3x7bffYvr06ZgzZw42bNjgta6VK1di8eLFmD17NtLS0tC+fXuMHj0aJ0+e9IqbMmUKvvnmG6xZswZbtmxBTk4ORowYgYqKikBsIiGENHsiiQhx3eJgGGCAVCkF4L7uT9HZIlzecxnlReUhbiEhjU/AAnBQt7CwEDqdzmve/PnzsXbtWphMJshkMowePRrFxcU4ePAgH/PII4/gv//9L7KzsyEUCmG32xEbG4tHHnkEr732GgDA5XKhS5cu6Nq1KzZv3gwAOHjwIPr374/t27djzJgxAICsrCy0a9cO77zzDh577LFatdtisUCtVsNsNkOlUtV7+zmOQ0FBAWJiYiAU0tHEQKN8Bw/lOniCnWvOxaH4XLHPVZ5VehV0nXQQy8QBb0Oo0Ps6eAKV67p8fwfkFb6x6AGAHj16wGazobi4GHa7Hbt27cLkyZO9YqZOnYrc3FwcPXoUAJCeng6z2YwpU6bwMSKRCJMmTUJaWhr/4UxLS4NGo8Ho0aP5uKSkJAwePBjbt28PxCYSQkiLIhQJEd0xGslDkqHQKvj5lmwLLu+mwc+k5Qhaafvzzz8jMjISMTExuHDhAhwOB1JTU71iOnXqBADIyMjw+rdjx44+cVarFTk5OXxchw4dIBAIfOI86yCEEHJzMpUMhkEGxHaNhUgiAuC+43v+yXxk/ZyFihIaPkCat6D0XR4+fBgffPABli1bBpFIhJKSEgCARqPxitNqtQCA4uJiAEBJSQlkMhkUCkW1cXq9HiUlJT7r8sR51uWP3W6H3X79DAaLxQLA3RV340DsuuA4DoyxBq2D1B7lO3go18ET6lyrDCooY5UoPFUIi9G9b6wocQ9+jtBHQJeq488Ka+5CnevWJFC5rsv6Av6uzcvLw8SJE9G3b1+vwc0AfHpo/M33F+Ppbq1NXHXPAQArVqzA888/7zO/sLAQNput2uVuhuM4mM1mMMboeHEQUL6Dh3IdPE0l18IEIeQKOYoziuEodd/k1GQ2Ied0DtRt1VAlqyAQVr+fbQ6aSq5bg0Dl2mq11jo2oIWP2WzG6NGjERYWhq+//hoSift+MZ4eG0/Pj4dn2vO4VquFzWaDzWaDXC7n40wmk09cVlaWz/ObTCY+xp9FixZh/vz5/LTFYoHBYIBOp2vw4GaBQACdTkcfoiCgfAcP5Tp4mlSuYwDDrQaYM824evoquEr3r2tWwFBeWo7o1GhEJESEto0N0KRy3cIFKtdVa4SbCVjhY7PZMG7cOOTn52P//v2IioriH2vXrh2kUikyMjIwatQofv6pU6cAgB/74/k3IyMDPXr08IqLiIhAYmIiH/fDDz/49PCcOnXKZxxRVTKZDDKZzGe+UChs8AsiEAgaZT2kdijfwUO5Dp6mluvItpFQ69W4euYqzJnuX+1OmxN5R/NgvmyGrpMOikjFzVfUBDW1XLdkgch1XdYVkFfY6XTi/vvvx/Hjx/Hdd98hOTnZ63GZTIbhw4dj69atXvM3bdqE+Ph4vsgZOHAg1Go1tmzZwse4XC5s3boVY8aM4YucMWPGwGQyYceOHXyc0WjE3r17MXbs2EBsIiGEtEoiqQixXWKRPCQZYdFh/PyKkgpk7cvClcNX+ENihDRFAenxeeKJJ/DNN9/gtddeQ3l5OQ4cOMA/1qlTJ6hUKixduhRDhgzBrFmzMHXqVOzbtw/r16/He++9x1duMpkMS5YsweLFi6HT6dCzZ09s2LABFy9e5K/hAwD9+vXD2LFjMXPmTKxatYpff0pKCqZNmxaITSSEkFZNppLBMMCAsoIyFJ4q5G91Yc21ojSvFCqDClG3RkGikIS4pYR4C0jh4+l5+dvf/ubz2O7duzFs2DAMGDAAX331FRYvXoyNGzdCr9dj9erVePjhh73in3rqKTDGsHr1auTn56NLly5IS0tDly5dvOI++eQTLFiwAI8//jgcDgeGDx+Obdu2+ZwRRgghpPEoY5QI04XBnGVG0ZkiOO1OMMZgzjLDkm2BJkWDqFuiIJKKQt1UQgAE6MrNzRVdubl5onwHD+U6eJpjrjknh5JLJSg+XwzOef30YqFICE0bDSLbRTbJAqg55rq5agpXbm4ZF2EghBASckKxEFG3REGTokHx+WKYLpnAuTj37TDOF8N02QRtGy207bT8xREJCTYqfAghhDQqkUQEXaoO2jZaFJ0rgjnLDMYxcE4OReeKUHKpBNq2WmjbUgFEgo8KH0IIIQEhlosR2yUWke0jUXyuGGZjlQLobBFKLpa4e4DaapvkITDSMlHhQwghJKAkCgliu8Yi8pZIFJ0tgsVocd+2wNMDdLEEmjYaaNtqW/Rd4EnTQO8wQgghQSFRSBDXLQ5Rt0Z59wBdGwNUcrEEmmQNtO20dBo8CRgqfAghhARV1R6gkgslMGWawDgGxjGUXHJPq/QqRLaPhFQpDXVzSQtDhQ8hhJCQkCgkiLktxj0G6EIxzJlmcC4OjLt2HSCjBeHx4YhsHwm5uvb3YiKkJlT4EEIICSmxXIyYzjGIuiUKJRdLYLpsgqvSBcYYrFessF6xQqlTIrJ9pNdtMgipDyp8CCGENAkiqQjRHaOhbaeFOdOMkoslcNqdAICywjKUFZZBrpEjsn0kwuPCvW5KTUhtUeFDCCGkSRFJRIhsHwlNGw0s2RYUny9GZXklAMBmsuHK4SuQKqXQttVCZVBBKKKrLZPao8KHEEJIkyQUCaFJ1kCdpIb1ihUlF0pgM9sAAI4yB/JP5uPqmavQpGigSdHQqfCkVuhdQgghpEkTCARQJaqgSlShrLAMJRdKUFZYBgBwOVwoOluE4vPFUBvU0LbVQhpOZ4KR6lHhQwghpNlQ6pRQ6pSwmW0ouVAC6xUrGHOfCm/KNMGUaUJ4bDi0bbU0EJr4RYUPIYSQZkeuliO+ZzyiU6NRcrEE5iwzf0f40vxSlOaXQqaSIbJdJCISIiAQ0kBo4kaFDyGEkGZLopC4T4W/NQrmLDNMl0yorHAPhLZb7Mg9movCU4XQpGigTlbTOCBChQ8hhJDmTyQRIbJdJLRttLDmWlFysQQ2k3sgtNPuxNUzV1F0rgiqRBW0bbWQqWQhbjEJFSp8CCGEtBgC4fWB0BXFFSi5WILSvFJ+HJDZaIbZaEZYVBg0bTQIjwsPdZNJkFHhQwghpEVSRCqgiFSgsrwSpssmmLPMcFW6AADlReUoLyqHRCGBKkkFl9wV4taSYKHChxBCSIsmCZNA10mHqFujYMm2oORSCRylDgBAZUUlrmZchdlqhqCTAJHt6L5gLR0VPoQQQloFoVjIX+ywrLAMpksmlOaXAgAYx2AxWmDNsUKhVUCToqGzwVooKnwIIYS0Op7rATnKHCi+WAzLSQv/WEVJBSpKKlDwe4H7ytHJakgUkhC2ljQmKnwIIYS0WlKlFDGdY8BFclBUKmDONMNusQO4dlXoc+6rQitjlNCkaBCmC6ObozZzVPgQQghp9YQiIdTxamhTtO6zwS6VoDT32tlgjPEXRZSESfj7h4mkolA3m9QDFT6EEEJIFZ6zwZx2p/uiiJdNcNqcAIDK8koUZhTi6pmriIiPgDpZjbAoujVGc0KFDyGEEOKHWCZG1C1RiGwfibL8Mpgum/ibozKOwZJjgSXHAmm4FJpkDVR6FfUCNQNU+BBCCCE1EAgECI8LR3hcOBxlDpgz3RdBdDnc1/5xlDpQ8HsBCjMK3b1ASWooohQ0FqiJosKHEEIIqSWpUgpdJx2iO0bDmmuFOdOM8qJyADf0AimlUBlUUBvUEMvpq7YpoVeDEEIIqaOqt8ZwlDpgyjTBYrTwV4Z2lDlw9fRVFJ0pgjJGCXWSGsoYJV0XqAmgwocQQghpAGm4+5R4XaoOpXmlMGeZr48FqnJGmEgqgkqvgjpJDVkE3SQ1VKjwIYQQQhqBQChAREIEIhIiUFleCXOWeyyQ54wwl8OFkoslKLlYArlaDpXB3WNEA6KDiwofQgghpJFJwiSI7hiNqA5RKL9aDnOW2X2XeI4BAGxmG2xmGwp/L4QyVgmVXoXw2HA6FBYEVPgQQgghASIQCPjbY7gqXbBkW2DJtsBmsgG4digsrxSleaUQSUQIjw+HSq+CIpLOCgsUKnwIIYSQIBBJRNC20ULbRgu71c4XQfyhsEqX+/BYlhliuRiqRBUiEiIg19Dd4hsTFT6EEEJIkMkiZNCluk+LL79aDmuOFdZcKzgnBwBw2pwovlCM4gvFkCql7rFDiRE0KLoRUOFDCCGEhEjVQ2ExXWJQll8GS7YFZQVlYMw9HshR5kDRuSIUnSuCNFyKiHj3AGqZioqg+qDChxBCCGkChCIhf1aYy+FCaV4pLDkWlF8t52McpVWKIKWUv6K0XCunMUG1RIUPIYQQ0sSIpCKok9RQJ6nhtDlhzbWiNLeUv0o04O4J8hwOE8vEUMYqER4bjjBdGIQiYQhb37RR4UMIIYQ0YWK5mB8U7bQ7UZpbCmuuFRVFFfzhMM+d5M1ZZgiEAoRFhUEZq4QyRgmpUhriLbiGMeDqVYiMRkAoBHQ6IAS9VFT4EEIIIc2EWCaGJkUDTYoGLocLZQVlsOZaUV5YDs7lHhjNOIaywjL+6tFSpRRh0WEI04UhLDoMIkmQL5hoMgEffQS88w6EFy5A55nfrh0wZw4wbRqg0QStOS2qL+zs2bMYNWoUlEolYmJi8OSTT6KioiLUzSKEEEIanecWGIl9EtFuZDsk9k2EJlnjc1NUR5n7XmJXDl/BhR0XkPlzJgpPFaI0r5S/t1jA7NgB6PXAvHnAxYvej1286J6v17vjgqTF9PiYTCYMHz4cycnJ2LZtGwoKCjB//nwUFRXhP//5T6ibRwghhASMUCREeGw4wmPDEYtY2C12lBWUoaygDBUlFfwVoxljsJls7gsoXnAvK1PJoNAqINfKodAqIFFKGmeg9I4dwNix7kNc1w7JefHMq6hwx23fDowc2fDnvYkWU/i89957KCkpwbFjxxAdHQ0AEIvFmDp1Kp555hmkpqaGuIWEEEJIcMhUMshUMkS2jwTn5FBRXIGywjKUXy2H3WL3irVb7O55me5pkUQEuUbuXofavR5puLRuxZDJBEyc6C5uOK7mWI5zj/mZOBHIzg74Ya8WU/ikpaVhxIgRfNEDABMnTsSMGTOQlpZGhQ8hhJBWSSgWQhnjHugMuG+WWlFcgfKiclQUVcBusfODpAH3FaSrjhEC3DdglYZLvf+UUogVYoikIt+i6KOPgPJy/z09/nCcO37jRmDu3AZvc01aTOGTkZGBGTNmeM2TyWRo164dMjIy6rYyu939dyOhEJBIvOP84TigstJ3ndW5cb0OR/VvFoEAkErrF1tZWXPlLZOFPlYqvT7K3+kEXDUcf74x1m5357Kx11tTrERy/TnrEutyueMbO9bfe68qsRgQieofy3HXPx9Vcy0SueNrs96qsYy538NNOba2n/vGjq2aa7GY9hEegfgsc5x3jlr4PkLEnAjXShCuVQPt1eCcnPumqSU2VFgrYbNUwml3AhwHgev6eh12OxxF11fLhCJAJIJAKIBYIoRYwiCSiiAUCaBb+SZEjKFOB8wYA95+G/jLX66/3+vyWa6lFlP4lJSUQOOne0yr1aK4uNjvMna7HfYqOxuLxQIAYAsXgkl9T/9jt90GzJ7NTwueesr/C8IYwhISwD377PXYRYuA0lK/7WDJycCiRddjly0Dior8xiI+HmzZsuuxL70E5Ob6j42KAnvppevTr70GQWam/9jwcLCVK69Pv/02BGfP+o+VSsFWr74+vXYtBL/95j8WAFu37vrEhg0QHD1afezbb1/fCW7cCMGBA9XHvv46EBEBjuMg+/pr4OhRsGq6YtlLLwFRUe6JL76A4Icfql/v0qVAQoJ7Yvt2CLZvrz726aeBlBT3xI8/QvD559XHzp8P3Hqre+KnnyDYvLn62CeeALp0cU/s3w/Bxo3Vx86aBfTq5Z44cgSC9eurj33oIWDgQPfEyZMQ/OMf1cdOngwMG+aeOHsWgjfeABhDhM0GyOVeuWb33Qfcfbd74vJlCF55pfr1jh0L3Huve+LKFQheeKH62Lvucnd/A0BREQTPPFN97NChwJQp7gmrFYKFC6uP7d8fmD7dPWG3Q/Dkk9XH9ugBPPooPy2YM6f62NruIwCwW28F5s+/HnvjPqJKrrmUFNpHeGLrsY8AAGzZAsFPP1UTyIC//hWc7tr5Rq1sHyEAoLj2p3noIWDEQDhtTlQe/BXCde+Cq+TgcrjgcnJAlfrQevtYlHfpC8YxsMwLiPjqQwCAsNIOcXY176ObuXgR3JYtwJ/+5J6u5T6Cu9nhtCpaTOEDwO/xR8ZYtcclV6xYgeeff95nfkVFBSR+qnKn1YryggJ+OqKiAgI/OzXGGCoqKlBaUADhtSo7orwcgmrOMHOVlqKsynrDy8ogrCaWKytDaT1jlaWlEFUTy4RCWKvEhpWWQlxdrMvlHWu1VhsLAJYqsQqrFZKbxV7bqd0s1lpYCFZRAY7jwMrLIa2oqPa1thYWgl17TWVmM2Q1rLf06lVw135B3Cy2rKgIrrAwAIDUZIL8ZrHXcnGz2PLiYjivxUpKSqCoZay4uBhhNcRWlJSgspaxNpMJjmuxoqIiKCvc1wxxXOtBqJprf7HVsZvNsF+LFV69ivBaxgqKixFRQ6zDYoHNE1taWmNspdWKCs/70m6HqraxQI2xtd1HAICztNQ79oZ9RNVcc7SP8I6t4z4CAOQWC6TVtZcxWCwWcNf22bSPuBaLCoRJGQRSAcRKMUQMYC4OXCUHzsnBFeaCQ+qAs8IJsa0M4Q53R4LIVl7t+mvDWlDAf+Zqu4+wWq21Xr+AsdoegGvaYmJiMGPGDLxywy/Nzp07Y8CAAdiwYYPPMv56fAwGA0ry8qBSqXyfpJbd2BzHobCoCLqEBL7woUNdtYytRzc2x3EozM2FLjLyer4bYb21im2C3diBPNTFcRwKCwuh0+m8c02Huho91ivXdKjrugB8ljmOQ6HZDF1MjPt9TfuIesVyNjs4JwcuvwDyju2rX+4muCtXgNhY90QtP8sWiwVarRZms9n/93fVZte7ZU1Mamqqz1geu92OCxcu+Iz98ZDJZJBV/cBdI1QoIFQobv6k1cVwHARSKYRC4fUvh9qsz0MuD0ysn21t0rF+DjdWRyCRuF+36gqfeq43YLE3fuk1Zmxtj3fXJ5bjIJDLa851XdYL1O2z0Zpia8o17SPcGuvzyXEQWK3X99m0j6hXrDD8Wqw63H1xwosXaz+4GXAXk23bQhgX531F51p8jmq17/fE1r5FTduYMWOwc+dOFFU57v3FF1/AbrdjzJgxIWwZIYQQ0ooIBO4rMtfH3LkBv41Fiyl8Hn30UWg0GowfPx47duzAv//9b8yZMwdTp06lU9kJIYSQYJo2DQgLq/5M2xsJhe74hx4KbLvQggofjUaDXbt2QalU4r777sP8+fMxZcoUrK/hDBdCCCGEBIBGA2zb5u69uVnxIxS64z7/PCj37GoxY3wA4NZbb8WOIN7vgxBCCCHVGDnSfRuKiRPdFycEvMf8eA5pKRTuosdzSYwAazE9PoQQQghpYkaOdN+G4q23gLZtvR9r29Y9PycnaEUP0MJ6fAghhBDSxGg07kHLc+aAu3oVRZcvIyolBcLo6IAPZPaHCh9CCCGEBJ5AAERFweVyua+kH4KiB6BDXYQQQghpRajwIYQQQkirQYUPIYQQQloNKnwIIYQQ0mpQ4UMIIYSQVoMKH0IIIYS0GnQ6exXs2hUlLRZLg9bDcRysVivkcnmd7hhL6ofyHTyU6+ChXAcP5Tp4ApVrz/c2q8Xd4KnwqcJqtQIADAZDiFtCCCGEkLqyWq1Qq9U1xghYbcqjVoLjOFy5cgUREREQNODCShaLBQaDAUajESqVqhFbSPyhfAcP5Tp4KNfBQ7kOnkDlmjEGq9WKhISEm/YkUY9PFUKhEHq9vtHWp1Kp6EMURJTv4KFcBw/lOngo18ETiFzfrKfHgw5mEkIIIaTVoMKHEEIIIa0GFT4BIJPJsGzZMshkslA3pVWgfAcP5Tp4KNfBQ7kOnqaQaxrcTAghhJBWg3p8CCGEENJqUOFDCCGEkFaDCh9CCCGEtBpU+DSys2fPYtSoUVAqlYiJicGTTz6JioqKUDerWfv0008xYcIEGAwGKJVKdO3aFWvXrgXHcV5xaWlp6NGjB+RyOdq3b4933303RC1uOUpLS6HX6yEQCHD48GGvxyjfjeP9999Ht27dIJfLERMTg3Hjxnk9TnluHF9++SX69esHlUqF2NhY3HfffThz5oxPHOW7bs6fP4/HHnsM3bt3h1gsxm233eY3rrZ5XblyJVJSUiCXy9GnTx/s2bOn8RvNSKMpKSlhiYmJbODAgezbb79lH330EYuKimJTp04NddOatX79+rH777+fbdq0ie3atYs9++yzTCwWswULFvAx6enpTCwWsxkzZrBdu3ax5cuXM6FQyNavXx/Cljd/f/vb31hsbCwDwA4dOsTPp3w3jmXLljGVSsVeffVVtmfPHvb555+zRx55hH+c8tw4fvjhByYQCNiDDz7Ivv/+e7Z161bWqVMnptfrmdls5uMo33X35ZdfMr1ezyZOnMi6dOnCOnfu7BNT27y+/vrrTCKRsNdff53t3LmTTZ48mcnlcnbixIlGbTMVPo3olVdeYWFhYaywsJCf9/HHHzMA7NSpUyFsWfNWUFDgM2/evHlMLpczm83GGGNs1KhRrG/fvl4xs2bNYvHx8czlcgWlnS1NRkYGUyqVbN26dT6FD+W74U6dOsVEIhHbsWNHtTGU58Yxc+ZMlpKSwjiO4+cdPHiQAWBpaWn8PMp33VXNy7Rp0/wWPrXJq81mY2q1mi1cuJCPcTqdLDU1lU2aNKlR20yHuhpRWloaRowYgejoaH7exIkTIZPJkJaWFsKWNW86nc5nXo8ePWCz2VBcXAy73Y5du3Zh8uTJXjFTp05Fbm4ujh49Gqymtihz587FY489hg4dOnjNp3w3jg8//BBt27bF3Xff7fdxynPjqays9LkHo0ajAXD9bt6U7/q52X2xapvX9PR0mM1mTJkyhY8RiUSYNGkS0tLSanXX9Vq3udHWRJCRkYHU1FSveTKZDO3atUNGRkaIWtUy/fzzz4iMjERMTAwuXLgAh8Phk/tOnToBAOW+Hj777DMcP34cS5cu9XmM8t04Dhw4gC5dumD58uWIiYmBVCrF0KFDcezYMQCU58Y0c+ZMZGRk4J133oHJZMLly5exYMECpKam4s477wRA+Q6U2ubV82/Hjh194qxWK3JychqtTVT4NKKSkhL+V0RVWq0WxcXFwW9QC3X48GF88MEHmDdvHkQiEUpKSgDAJ/darRYAKPd1VF5ejvnz52PFihV+byJI+W4ceXl5+P777/Hxxx9j3bp1+Pzzz1FeXo677roLJpOJ8tyIhgwZgi+++ALPPPMMtFot2rRpgwsXLuD777/nryBM+Q6M2ua1pKQEMpkMCoWixrjGQIVPI6valerBGPM7n9RdXl4eJk6ciL59++Lvf/+712PV5ZhyXzcvvvgiYmNjMX369BrjKN8Nw3EcSktLsW3bNtx3332455578PXXX8NqteKf//wnH0d5brj09HQ88MADmDFjBnbu3InPP/8cYWFhGD16NCwWi1cs5TswapPX6r4/a1q+PsSNtiYCrVbLV7dVmUwmn24+UndmsxmjR49GWFgYvv76a0gkEgDXfxHcmHvPtOdxcnOZmZlYtWoVvvjiC/4LobS0lP+3tLSU8t1IIiMjERsbi86dO/Pz4uPj0bFjR/z++++45557AFCeG8PcuXMxfPhwvPXWW/y8wYMHQ6/XY8OGDZg/fz69rwOktnnVarWw2Wyw2WyQy+V8nMlk8oprDNTj04hSU1N9jgPb7XZcuHCBCp8GstlsGDduHPLz8/Hdd98hKiqKf6xdu3aQSqU+uT916hQAUO7r4NKlS3A4HBg7diy0Wi20Wi3uvfdeAMAdd9yBESNGUL4bSXV5YoxBKBRSnhvRqVOn0L17d695Op0OCQkJuHDhAgDajwRKbfPq+ddfXEREBBITExutTVT4NKIxY8Zg586dKCoq4ud98cUXsNvtGDNmTAhb1rw5nU7cf//9OH78OL777jskJyd7PS6TyTB8+HBs3brVa/6mTZsQHx+PHj16BLO5zVr37t2xe/dur78333wTALBu3Tq8++67lO9Gcs899yA/Px+//fYbPy8nJ+f/27vToCiuLgzA76AwbIIYNiEIiiKyuoC4YFxiUFFT0bhUTCIacSn3cgmJcUlEjSGoIS4VC7eopRIgQCUIahCIAolsYtQCRFxQQSDEBQQROd8Palp6ZhgGncRP5zxV84M7t+8907d7+tB9uwf5+fnw9PTk9axB9vb2yM7OFpWVlZXh9u3bcHBwAMDfI/8WddfroEGDYGpqioiICKHO06dP8dNPP8Hf31+zlxo1enO8lpM9wHDw4MGUmJhIBw8eJHNzc36A4QuaM2cOAaCQkBDKyMgQvWQPH5M9ICswMJCSk5Npw4YN/OAxDUlOTm7xAYa8vp9fQ0MD9e3bl3r06EEREREUExNDffr0IVtbW6quriYiXs+asn37dgJACxYsEB5g2Lt3bzIzM6M7d+4I9Xh9t11NTQ1FRkZSZGQkDRs2jOzs7IS/Zc9gU3e9yh5gGBoaSqdPn6Zp06bxAwxfBQUFBeTn50eGhoZkbm5OixYtokePHr3ssF5p9vb2BEDpKzk5WagXHx9Pnp6epKenR926daMdO3a8vKBfI8oSHyJe35pw9+5dmjZtGpmampKhoSGNGTOG8vPzRXV4Pb+4xsZG2r17N3l6epKRkRFZWVnR+PHjlR5QeX23zbVr1zT2/dzY2EghISHUpUsXkkql5OXlRadPn9Z4zBIiDT4ViDHGGGPs/xjP8WGMMcaY1uDEhzHGGGNagxMfxhhjjGkNTnwYY4wxpjU48WGMMcaY1uDEhzHGGGNagxMfxhhjjGkNTnwYY4wxpjU48WGMMcaY1uDEh2mN48ePQyKRKH1Nnjz5P42FiLB+/XqkpqYqvHfnzh1IJBKEh4f/pzGp0tjYCGNjYyxfvlwj7VVXV6Ndu3YIDQ3VSHuqaDr2lqga03/Di2wnL3Mbu3//PnR0dIQfv1VmxowZwr7p5uYmlJeUlMDf3x8mJibo1asX4uLiFJaNjIzEG2+8gYqKCoX3YmNjRft9VlaWZj4Ue6W0f9kBMPZfycnJAQDExcXB0tJS9J6Njc1/GkthYSHWrVuHo0ePKrxnZGSEjIwM0Rf+y3bp0iXU1NTA29tbI+1lZ2ejsbERPj4+GmlPFU3H3hJVY/pveJHt5GVuY1lZWSCiVsfD2toaMTExMDQ0FMoCAgLw+PFjREVFISUlBVOmTMHly5fh6OgIoCmpWrJkCUJDQ2FhYaHQ5tChQ5GRkYH4+Hhs2LBBsx+MvTI48WFaIycnByYmJhg/fjwkEonayz1+/BhSqVSjsWRnZwMA+vXrp/CeqakpBgwYoNH+XtS5c+cAQGPJQ1ZWFtq1a6f082uapmNviaox/Te8yHbyMrcx2dj36dNHZT2pVCqK8dGjR0hJSUFaWhoGDhwIPz8/REVF4dSpU0LiExQUhJ49e2LmzJlK2zQzM8OAAQOQn5+vuQ/EXjl8qYtpjezsbHh6eqpMevz8/DBkyBDEx8dj4MCBMDAwwIIFCwA0HUCnTp0KBwcHGBgYwNLSEhMmTMDVq1cV2jlz5gwmTJgAS0tL6Ovrw9HREZ9++imApgPjhx9+CABwcnKCRCJBhw4dIPu9YD8/P7z11lui9iIiIuDr6wsTExNYWVnhgw8+wO3btxX6HTFiBIYPH47U1FSMHDkSxsbGsLa2xvr169VeT+Hh4XB3d4e+vj7c3Nxw4sQJnDt3DmZmZsIBxtLSEvPnz1dYtn///vD392+1j8zMTLi5uSE9PR1DhgyBkZERunfvjp07dyrUbUtf6sQONF2W2rFjB1xcXIS6x48fx7Rp0+Dq6ipq8+zZs/Dz84OpqSnMzMwwduxYXLlyRVSntTGV5+fnB19fX5w8eRK+vr4wNDSEg4MDIiIiADSNt5eXFwwNDeHi4oLk5GSlbTTfTtoy9vLLaiIedfePzMxM9OrVC0ZGRkrXTUvq6+tBRKLljI2NUVdXBwBIT0/HwYMHsXv37ja1y7SQxn/vnbH/Q5WVlQSA5s+fT0+ePBG9GhsbhXrm5uZkY2NDTk5OtG/fPkpOTqbz588TEdHu3btp48aNFBsbS6mpqXT48GFycXEhDw8PUV9btmwhiURCEydOpKNHj9KpU6coNDSUAgMDiYgoKyuLvLy8qG/fvpSRkUEZGRlCH7IYli5dKvy9cOFC0tPTo88++4ySkpLoyJEj1K1bN3JxcaHa2lpR32ZmZuTg4EB9+vShgwcPUlJSEk2ePJkAUEpKSqvracmSJaSvr0+rV6+m06dP065du8jKyors7OzonXfeISKi69evEwAKDw8XLfvkyROSSqX0xRdftNqPo6Mj2drakre3Nx07dowSExNp3LhxBIBiYmKEem3pS53YZebOnUu6uroUFBREJ06coJ07d5KFhQXZ2tpSQECAUG/dunWko6NDn3zyCcXHx1NUVBS5u7uTnZ0dPXz4UKjX2pjKMzc3Jzs7O/L29qajR49SQkICeXh4kJ6eHi1dupSGDRtG0dHRFBsbS/b29mRjY6O0jebbSVvGXn5ZTcSj7v5hb29PM2fObHHdEBEFBASQvb29QrmzszNNnz6dqqqqKCYmhnR0dOjPP/+k+vp6cnV1pfXr16tsV2b//v0EgDIzM9Wqz14vnPgwrXDy5EkCoPQlO0DJDrLdu3enBw8eqGzv6dOn9OTJE9qzZw8BoH/++YeIiBISEggAffvttyqXt7S0pMWLFyuUy2I4dOgQERHt27dPIRkgIoqPjycAFB8fL5RdvXqVAFC/fv2orq5OKL916xYBoF27dqmMKSoqigDQsWPHROWbNm0iALRq1SpRvZycHFG93NxcAkDR0dEq+6mqqiIA5OrqSo8ePRLKa2pqqFOnTjR16lSFmFrrS93YiYgiIyMJAP3444+iul9++SUBoO3btxMR0S+//EIAKCQkRFSvsLCQANDhw4dF5S2NqTzZGHt7e9Pjx4+F8sOHDxMAGjNmjCgZ37x5MwGgqqoqhTZk20lbxl5+WU3EI6+l/aOiokKtbbGlxCctLY2sra0JAOno6NDatWuJiCg4OJhcXFxE8avCiY924zk+TCvI5l/ExMTgzTffFL3n7u4uqrN582Z06NBBVIeIEB0djV27diE/Px9lZWXCZQwdHR0YGBgAAFatWgUvLy+sWLGixVhKSkpQXl6udC6ILIa+ffsKsQwdOhTvvfeeqF6PHj0AADdv3hTKZJO3169fL5qT9PfffwNofQJ3cHAwvL29MXXqVFG5i4sLAMDLywtA0xwNPT09hYmx8rG3RHYnTXBwsLDeAMDQ0BA9evTA3bt3RXXV6Uvd2AFg48aNGDx4MKZPny6q6+TkBODZXKC1a9fC0dERS5YsQUNDg1Cva9euMDAwQHFxsVCmakzlyWIPDg6Gnp6eUP7gwQMATWPe/HJsdXU1dHV1Rduk/Odvy9jLL6uJeNTdPzIzMwGIx6MtBg0ahJs3b6K4uBjW1tYwNTXFlStXsGnTJpw8eRLt27fHunXrsH//ftTX12PSpEkIDQ2Fvr7+c/XHXk+c+DCtkJOTAyMjI7z77rvQ0VE+tS0nJwdSqVTpHJU5c+bgwIEDmDt3LhYvXgwLCwtIpVIEBgaitrYWUqkUpaWlyM3NxZYtW1TGomoSrCxOZ2dn3Lx5E4WFhZg3b55CPVnC0zyJk8U/cuRIhTYBqJxMWlZWhry8PKW3GN+6dQvAs4QgMzMT7u7u0NXVVfhcnTp1goODQ4v9AE3JjGwslMXRfO6JOn21JfaysjKcP38e3333nULdkpIStG/fHp6enigrK0Nubi4AtDixvWPHjqJ4APUmNsvGacSIEQqfycbGBh4eHqLy3NxcuLm5oX379qI2ZNtJ8zbVGfuWln2ReNTZP4Bniax8m22hq6uLnj17Cn/PmzcPH3/8MXx9fbF3717s378fSUlJMDY2xujRo/H111/jq6++eu7+2OuHEx+mFXJyctC7d+8Wkx6g6Yvew8NDdBYCAAoKCrBnzx6EhIRg5cqVQnllZSUuXbqEKVOmAIAw2djW1lZlLNnZ2TA0NBQOPPLvyeIsLy8HAHTu3FmhXmJiIvT19TFkyBCF+Jv/1w40HWzMzc3RpUuXFmOSJQjK+jpy5Aisra2FJCs3Nxfvv/++Qr1Tp061erZHFo+lpSXatWsnKk9PT8eNGzcwduxYoUydvtoSu6q6J0+eFCZGl5SUAAC2bdsGX19fpZ+j+WRpVWMqTzbJXj6Zy8rKUnomJDs7G+PGjVMoa749t2XslS37IvGou3/I2vTw8NDYXZIHDhzA5cuXER0dDQBISEjA5MmThTOis2bNwqFDhzjxYSJ8Vxd77d2/fx/FxcWt/jeek5Oj9Iv+xo0bAJ5dNpGRXQKRLSNLeC5cuKCynwsXLsDZ2VnhwC+LQXZAl505KSgoENUpKCjAjh07MHv2bJiamgrlubm5LR6oWvvssmeeXLx4UVQeFRWF9PR0od36+npUVVUpJHfR0dEoKipSK/HJzMzEnTt3cO/ePaGsoaEBQUFBcHZ2FhIddftSN3YAwvObLl++LKqbkJCApKQkoW6nTp0AABKJBF5eXkpfZmZmwvKqxlSesu2srq4Oly5dUigvLS1FWVmZwvg1306Ato29/LIvGo+6+wfQNPbPe5lLXmVlJVasWIGwsDDh7BsRoaamRqhTXV3d4p11THvxGR/22svJyQERqTwo37p1C+Xl5Uq/lD09PWFoaIg1a9ZAIpGgtrYW4eHhKCoqAvBsvkLnzp0xatQobN26FQYGBhg0aBAePnyIjIwM9OrVCwEBAQCaLpGkpqYiLi4OVlZW6Ny5M+zt7YUYZAcVc3NzTJw4EVu3boW5uTnc3Nxw/vx5bNy4ET4+Pvjmm2+EGEtKSlBRUaEQf0NDA/Ly8rBs2TKV66hLly7w9vbGtm3bYGFhAQ8PD/z+++8ICwsD8OxSkZ6eHrp164a4uDh89NFHMDAwQGxsLEJCQgC0Pr+noqICJSUlcHR0xKRJk7BixQrU1dUhLCwMf/31F86ePStcQlG3L3VjBwA7Ozv0798fW7duhYWFBVxdXZGWliY8wbh///4Ams7mDB8+HKtXr0Z1dTV8fHxARCgtLUVycjICAgIwbNgwod2WxlReS9tZXl6eQpIAPLuE1rxcfjtpy9jLL6uJeNTdP0pLS1FaWqqx5yktW7YMPj4+ojNKo0aNwvLlyzFw4EAYGxvj+++/R2BgoEb6Y6+RlzevmrH/RmhoKAGgCxcutFgnNjaWAFBeXp7S93/99VdydnYmqVRKLi4uFBYWRhs2bCAdHR3Rbc1VVVW0ZMkS6tq1K+np6ZGFhQWNHj2aLl68KNS5evUqDR06lIyMjAgAbdmyRRRD8zjv379PCxcuJDs7O9LX1ycXFxfavHkz1dfXqxV/Xl4eAaCff/651fV07do1Gj16NBkbG1PHjh1p/PjxtHfvXoW7x86cOUMeHh4klUrJwcGBVq5cST/88AMBoMLCQpV9yO5G++OPP2j27NlkYmJCJiYmNGnSJKXLqtuXurHL17WwsKAZM2YId88VFxeL1v3nn39OTk5OpK+vT2ZmZuTp6UmLFi0S7lKSaWlM5SkbYyKinTt3EgAqLy8XlX/55Zekq6srulNLvo22jH1Ly75IPETq7R9xcXEq97HmWrqrS+a3334jIyMjun79uqi8oaGBgoKCyNramjp16kSzZ88W3Tkow3d1aTcJEZ8HZIxpr9raWrz99tswMTFBYmLiyw6Hoem3ulJSUlBUVASJRKLWJUR1EBGePn2KgwcPYtasWRq99MZeHXypizGmNbKyshAVFYXBgwejQ4cOKCwsxPbt21FZWYm0tLSXHR5r5saNG9DV1YWrq6vC/K3nFRcXhwkTJmikLfbq4jM+jDGtkZKSguXLl6OoqAi1tbWwsbGBv78/1qxZo/ROL/ZyXL9+HZWVlQAAAwMDhZ8ReV737t0T5h4BTROym/8IKtMOnPgwxhhjTGvw7eyMMcYY0xqc+DDGGGNMa3DiwxhjjDGtwYkPY4wxxrQGJz6MMcYY0xqc+DDGGGNMa3DiwxhjjDGtwYkPY4wxxrQGJz6MMcYY0xqc+DDGGGNMa3DiwxhjjDGt8T9poDcohGHYJAAAAABJRU5ErkJggg==\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1771,12 +1853,12 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 318, "id": "9f664d7f", "metadata": {}, "outputs": [], "source": [ - "cout_minimal_obtenu_a_la_tache_1 = 1.9645635951448925\n", + "cout_minimal_obtenu_a_la_tache_1 = 1.9898040404466002\n", "pourcentage_budget = np.linspace(0, cout_minimal_obtenu_a_la_tache_1, 100)\n", "inconfort_minimal = []\n", "\n", @@ -1787,13 +1869,13 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 319, "id": "f61b216b", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1832,13 +1914,13 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 320, "id": "b94f582a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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vysrK0vqgu7tbhkIh+ZGPfGTU/TBacTXceQyko6NDer3eQePFP//5TwkcVFxJ+d44+5e//GXIdr311lupbeFwWIZCIXnRRRellbVtW55wwgny5JNPTm1Lnu83v/nNtLKjue+Tz/Ibb7yRVnbmzJnynHPOSX1+6623hvyB29raKgH54x//WI6WT3ziE7KioiJtTP/73/8uAfnEE09IKUc3rmVCXH3pS19KK/exj31MAvKHP/xh2vZ58+bJBQsWpD4//PDDEpCPPPJIWrlkv/385z+XUkr5f//3fxKQ69atG65bxh0ZCcWwcOFCXC5X6u8HP/jBoDKXXHLJoG3Nzc38y7/8CxMmTMAwDFwuF1VVVQBDmi7/3//7f2mfL7vsMgzD4KWXXkrbPm/ePCorK1OfvV4vU6dOPeiKrG3btlFfX88VV1yRZiKvqqpiyZIlw+53MHbu3MnWrVtT7bYsK/V3/vnn09DQwLZt24bd/6WXXiIrK4uLL744bfsVV1yR0eMMxy9/+UsWLFiA1+tNXZ8XX3xxRGZlgLlz5zJ16tS0bU8++SSnn346ZWVlae0877zzAHjllVeOaJsGsmrVKqLRaJqpG2DChAmcccYZg6YUhBBcdNFFg85zpKv9ampqeOutt3jrrbdYtWoVDz30ED6fjzPPPJMdO3aMuv3Je3/gszHwHgmHw6xevZqPfexjaVP6wWBw0Pk8+eSTCCH4zGc+k3aNSkpKOOGEE0a0wta27bR9k1MlB+OCCy5A1/XU57lz5wKk+nb79u3s2rWLa6+9Fq/XO2Qd4XCYN954g0svvTTN6VzXdZYvX05dXd2gZ2Hg8zXwuMOxYsUKgEH3zic/+UkCgcCge2eo52GsfOITn0jrg6ysLC666CL+8Y9/YNv2mPphpIz0PFatWkUsFht0by5ZsiQ1zmeKlStX0t7ezlVXXTXovjv33HN56623CIfDafsMfCeN9r4vKSkZ5PM10rEgFApRU1PDXXfdxQ9/+EPefvvtET0j0DfFWFdXxwsvvJDa9tvf/paSkpLUODrace1wGbj6d8aMGUDfMz1we//+efLJJ8nNzeWiiy5K6/N58+ZRUlKS6vN58+bhdrv5/Oc/z+9+97tB07TjkRGLq4KCAnw+35A3zkMPPcRbb73F448/PuS+fr+f7OzstG2O43D22Wfz6KOP8tWvfpUXX3yRN998M+VjEY1GB9VTUlKS9tkwDPLz82lra0vbnp+fP2hfj8czZJ1JknUMPMZw20ZCU1MTADfffHOa+HS5XKlVLAP9ywa2qbi4+JDtOdzjDMUPf/hDvvCFL3DKKafwyCOP8Prrr/PWW29x7rnnHrQf+zPUirympiaeeOKJQe2cNWvWIduZiTYNJHndh2prWVnZoHvL7/cPerF7PB5isdiIjpf0jznxxBNZtGgRn/70p3n66adpaGjgm9/85pjan3wO+jPwHuno6EBKOeT9NHBbU1NTquzA6/T666+P6F4688wz0/b77Gc/e8h9Bp6Dx+MB3hsLkj4YFRUVw9aRPM/hridwyPFi4HGHI9n3AxdICCEoKSkZdJxMrlAdbpxKJBL09vaOqR9GykjP40iMqcORHAMvvfTSQffs97//faSUtLe3p+0z8DxGe9+P5T2TRAjBiy++yDnnnMOdd97JggULKCws5MYbb6Snp+eg+5533nmUlpby29/+Fui75x9//HGuvPLK1I+T0Y5rh0soFEr7nPwBN9T2/mNlU1MTnZ2duN3uQX3e2NiY6vOamhpeeOEFioqK+OIXv0hNTQ01NTX85Cc/yeh5ZJIRrxbUdZ0zzjiD5557joaGhrSLlgxnMFzsoKGcJTdu3Mj69eu5//77ueqqq1Lbh3LUS9LY2Eh5eXnqs2VZtLW1DXmTj5ZkHUM5iw/clny5DnRiHvjwFRQUAPD1r3+dT3ziE0Med9q0aQdt05tvvnnI9hzucYbigQceYNmyZfziF79I236oB78/Q133goIC5s6dyx133DHkPv0XQxyJNg0ked0bGhoGfVdfX5/q2yNJaWkpBQUFrF+/PrXN6/UO6SQ/1AA/1HMw8B7Jy8tDCJF6CfVnqPtJCMGrr76aEhr9GWrbQO69996065KJfkyKmLq6umHL5OXloWnasNczU22B9/q+paUlTWBJKWlsbEw5MyfJZCyh4cYpt9tNMBjEMIwR90P/8az/tR1ORI/0PA41pg61YGOsJM/lnnvuGXYV+MAfEQPPIxP3/WioqqriN7/5DdBnlf3zn//MbbfdRiKR4Je//OWw+yWtj//zP/9DZ2cnDz30EPF4nGuuuSZV5nDHNY/HM+T4k2lRllxE8swzzwz5ff8QG6eeeiqnnnoqtm2zevVq7rnnHr785S9TXFzM5ZdfntF2ZYJRTQt+/etfx7Zt/uVf/mWQx/9oSd7YA2/Ye++9d9h9kvGBkvz5z3/GsqyDrq4ZKdOmTaO0tJSHH34YKWVq+759+1i5cmVa2eSgsGHDhrTtAy1306ZNY8qUKaxfvz5lrRj41//mGcjpp59OT0/PoHofeuihjB5nKIQQg67Nhg0bWLVq1ajqGciFF17Ixo0bqampGbKdBxNXI23TSC0PAIsXL8bn8/HAAw+kba+rq2PFihWpla1Hkrq6OlpbWykqKkptq66uprm5OU0MJRIJnn322bR9Tz/9dGDwszHwHgkEApx44ok89thjJBKJ1Pbe3l6efPLJtLIXXnghUkoOHDgw5DWaM2dOquxwv9SnTZuWtk8mXqRTp06lpqaG++67b9jVmYFAgFNOOYVHH300rV2O4/DAAw9QUVGRsam55L0x8N555JFHCIfDI753Rmrt6M+jjz6aZgHo6enhiSee4NRTT0XX9VH1w3Dj2RNPPDGqNg1k0aJFeL3eQffmypUrMx40d+nSpeTm5rJ58+Zhx8DhVrgnGc19P1JGOhZNnTqV//qv/2LOnDmsXbv2kPVec801xGIxHn74Ye6//34WL17M9OnTU98f7rhWXV096H5YsWIFvb29h2zbaLjwwgtpa2vDtu0h+3woo4Cu65xyyin87Gc/AxhRfx0NRhXnaunSpfzsZz/jS1/6EgsWLODzn/88s2bNSv1CeuSRRwAGTQEOxfTp06mpqeFrX/saUkpCoRBPPPEEzz///LD7PProoxiGwVlnncWmTZv4xje+wQknnMBll102mtMYEk3T+Pa3v83nPvc5Pv7xj3PdddfR2dnJbbfdNsiEXVJSwkc+8hG+973vkZeXR1VVFS+++CKPPvrooHrvvfdezjvvPM455xyuvvpqysvLaW9vZ8uWLaxdu5a//OUvw7bpyiuv5Ec/+hFXXnkld9xxB1OmTOHvf//7oBfs4R5nKC688EK+/e1vc+utt3Laaaexbds2vvWtbzFx4sRDhkw4GN/61rd4/vnnWbJkCTfeeCPTpk0jFouxd+9e/v73v/PLX/5y2GmfkbYpKyuLqqoq/va3v3HmmWcSCoUoKCgY8gWfm5vLN77xDf6//+//48orr+TTn/40bW1t3H777Xi9Xm699dYxn+tQRKPR1NS3bdvs2bOHO++8EyAtnMCnPvUpvvnNb3L55ZfzH//xH8RiMf7nf/4H27bT6jv77LP58Ic/zFe/+lXC4TAnnngi//znP/nDH/4w6Njf+ta3uOCCCzjnnHP4t3/7N2zb5q677iIYDKZNmSxdupTPf/7zXHPNNaxevZoPf/jDBAIBGhoaeO2115gzZw5f+MIXAJgzZw6PPvoov/jFL1i4cCGapnHiiSdmtM/687Of/YyLLrqIRYsW8e///u9UVlZSW1vLs88+m3qJf+973+Oss87i9NNP5+abb8btdvPzn/+cjRs38vDDD2fMgnTWWWdxzjnncMstt9Dd3c3SpUvZsGEDt956K/Pnz2f58uUjqmfOnDm8/PLLPPHEE5SWlpKVlXVIS7Ou65x11ll85StfwXEcvv/979Pd3Z0WFmGk/XD++ecTCoW49tpr+da3voVhGNx///3s379/7J1DnxXx5ptv5jvf+Q6f+9zn+OQnP8n+/fuHHFMPl2AwyD333MNVV11Fe3s7l156KUVFRbS0tLB+/XpaWloGWbwHMpr7fqQks5g8+OCDzJgxg2AwSFlZGa2trfzrv/4rn/zkJ5kyZQput5sVK1awYcMGvva1rx2y3unTp7N48WK+973vsX//fn71q1+lfX+449ry5cv5xje+wTe/+U1OO+00Nm/ezE9/+tNU2JhMcfnll/Pggw9y/vnn82//9m+cfPLJuFwu6urqeOmll/joRz/Kxz/+cX75y1+yYsUKLrjgAiorK4nFYqnwSh/5yEcy2qaMMRYv+HXr1slrrrlGTpw4UXo8Hun1euXkyZPllVdeKV988cW0skOtskmyefNmedZZZ8msrCyZl5cnP/nJT8ra2tpBKxWSqxnWrFkjL7roIhkMBmVWVpb89Kc/LZuamtLqHLgSKclpp52WtjpluBV/v/71r+WUKVOk2+2WU6dOlffdd9+QK7caGhrkpZdeKkOhkMzJyZGf+cxn5OrVq4dcGbJ+/Xp52WWXyaKiIulyuWRJSYk844wz5C9/+cuhO7gfdXV18pJLLkmd8yWXXCJXrlyZ8eMM7PN4PC5vvvlmWV5eLr1er1ywYIF87LHHhl3FNpDhroOUfav5brzxRjlx4kTpcrlkKBSSCxculP/5n/8pe3t7M9KmF154Qc6fP196PB4JpFa4DLUCSsq+6z537lzpdrtlTk6O/OhHPzpoSfxw9/Jwq60GMnC1oKZpsqysTJ533nny5ZdfHlT+73//u5w3b570+Xxy0qRJ8qc//emQx+rs7JSf/exnZW5urvT7/fKss86SW7duHXLFz1//+lc5Z84c6Xa7ZWVlpfzv//5veeONN8q8vLxBx7/vvvvkKaecIgOBgPT5fLKmpkZeeeWVcvXq1aky7e3t8tJLL5W5ublSCDGifhhuteBdd901qOxQ57Bq1Sp53nnnyZycHOnxeGRNTc2glcSvvvqqPOOMM1JtX7RoUWolVZKhVp1JOfTYMNy1j0aj8pZbbpFVVVXS5XLJ0tJS+YUvfGHQ8vCDPQ/r1q2TS5culX6/f9AquoEk++r73/++vP3222VFRYV0u91y/vz5qRA3o+0HKftWZi5ZskQGAgFZXl4ub731VvnrX/96yNWCw53HUDiOI7/3ve/JCRMmSLfbLefOnSufeOKJQePx4a4WTPLKK6/ICy64QIZCIelyuWR5ebm84IIL0upIPkMtLS1Dtnkk930yrMpAhhqLHn74YTl9+nTpcrlS93NTU5O8+uqr5fTp02UgEJDBYFDOnTtX/uhHP0pbMXswfvWrX0lA+nw+2dXVNWSZkYxrQ40p8XhcfvWrX5UTJkyQPp9PnnbaaXLdunXDrhYceC2G6+OhniPTNOXdd98tTzjhBOn1emUwGJTTp0+X119/vdyxY4eUsu+Z//jHPy6rqqqkx+OR+fn58rTTTpOPP/74iPrqaCCk7DcHNk657bbbuP3222lpaXlffGAGcvXVV/Pyyy8flXx0CsWRxDRN5s2bR3l5Oc8999zRbo7iEOzdu5eJEydy1113cfPNNx/t5igUimEYdW5BhUJx7HLttddy1llnUVpaSmNjI7/85S/ZsmXLuF51o1AoFMcaSlwpFB8genp6uPnmm2lpacHlcrFgwQL+/ve/j1+/BYVCoTgGOSamBRUKhUKhUCiOFTISoV2hUCgUCoVC0YcSVwqFQqFQKBQZRIkrhUKhUCgUigyixJVCoVAoFApFBlHiSqFQKBQKhSKDKHGlUCgUCoVCkUGUuFIoFAqFQqHIIEpcKRQKhUKhUGQQJa4UCoVCoVAoMogSVwqFQqFQKBQZRIkrhUKhUCgUigyixJVCoVAoFApFBlHiSqFQKBQKhSKDKHGlUCgUCoVCkUGUuFIoFAqFQqHIIEpcKRQKhUKhUGQQJa4UCoVCoVAoMogSVwqFQqFQKBQZRIkrhUKhUCgUigyixJVCoVAoFApFBlHiSqFQKBQKhSKDKHGlUCgUCsUxwP33348QgtWrVx/tpoyYF198kRNPPJFAIIAQgsceeywj9a5cuZLbbruNzs7OjNSXaZS4UigUCoVCkXGklFx22WW4XC4ef/xxVq1axWmnnZaRuleuXMntt98+bsWVcbQboFAoFAqF4vijvr6e9vZ2Pv7xj3PmmWdmpM5oNIrX681IXUcSZblSKBQKheIY5OqrryYYDLJz507OP/98gsEgEyZM4KabbiIej6eVjcfjfOtb32LGjBl4vV7y8/M5/fTTWblyZapMLBbj61//OhMnTsTtdlNeXs4Xv/jFQdah6upqLrzwQp555hkWLFiAz+dj+vTp3Hfffakyt912GxUVFQDccsstCCGorq5Off/aa69x5plnkpWVhd/vZ8mSJTz11FNpx0lOgz733HN89rOfpbCwEL/fz9e//nX+4z/+A4CJEycihEAIwcsvv5yBXs0MSlwpFAqFQnGMYpomF198MWeeeSZ/+9vf+OxnP8uPfvQjvv/976fKWJbFeeedx7e//W0uvPBC/vrXv3L//fezZMkSamtrgb4pvI997GPcfffdLF++nKeeeoqvfOUr/O53v+OMM84YJNbWr1/PTTfdxL//+7/zt7/9jblz53Lttdfyj3/8A4DPfe5zPProowB86UtfYtWqVfz1r38F4JVXXuGMM86gq6uL3/zmNzz88MNkZWVx0UUX8ac//WnQOX72s5/F5XLxhz/8gf/7v//jC1/4Al/60pcAePTRR1m1ahWrVq1iwYIFme/gsSIVCoVCoVCMe377299KQL711ltSSimvuuoqCcg///nPaeXOP/98OW3atNTn3//+9xKQ//u//zts3c8884wE5J133pm2/U9/+pME5K9+9avUtqqqKun1euW+fftS26LRqAyFQvL6669PbduzZ48E5F133ZVW56JFi2RRUZHs6elJbbMsS86ePVtWVFRIx3HSzvfKK68c1N677rpLAnLPnj3DntPRRFmuFAqFQqE4RhFCcNFFF6Vtmzt3Lvv27Ut9fvrpp/F6vXz2s58dtp4VK1YAfVON/fnkJz9JIBDgxRdfTNs+b948KisrU5+9Xi9Tp05NO+5QhMNh3njjDS699FKCwWBqu67rLF++nLq6OrZt25a2zyWXXHLQOscjSlwpFAqFQnGM4vf7Bzl4ezweYrFY6nNLSwtlZWVo2vCv/La2NgzDoLCwMG27EIKSkhLa2trStufn5w+qw+PxEI1GD9rejo4OpJSUlpYO+q6srCzVlv4MVXa8o8SVQqFQKBTHMYWFhdTX1+M4zrBl8vPzsSyLlpaWtO1SShobGykoKMhIW/Ly8tA0jYaGhkHf1dfXAww6lhAiI8d+P1HiSqFQKBSK45jzzjuPWCzG/fffP2yZZKiEBx54IG37I488QjgczlgohUAgwCmnnMKjjz6aZuVyHIcHHniAiooKpk6desh6PB4PwCEtZUcLFedKoVAoFIrjmE9/+tP89re/5V/+5V/Ytm0bp59+Oo7j8MYbbzBjxgwuv/xyzjrrLM455xxuueUWuru7Wbp0KRs2bODWW29l/vz5LF++PGPt+d73vsdZZ53F6aefzs0334zb7ebnP/85Gzdu5OGHHx6RpWrOnDkA/OQnP+Gqq67C5XIxbdo0srKyMtbOw0FZrhSK4xjHcYhGo4TDYRKJBLZtI6U82s1SKBTvI4Zh8Pe//52vf/3r/PWvf+WjH/0oV155Ja+99hpVVVUAqdQ0X/nKV/jtb3/L+eefnwrLsGLFipSlKBOcdtpprFixgkAgwNVXX83ll19OV1cXjz/+OJ/61KdGVMeyZcv4+te/zhNPPMGHPvQhTjrpJNasWZOxNh4uQqqRVqE47pBSYts2lmURj8exbRvoG0A1TcPlcmEYBrquo2naMenToFAoFOMVJa4UiuMMKSWmaaYElWVZOI6DEAIpJVLKlGOrEAJd1zEMQ4kthUKhyBBKXCkUxxG2bWOaJo7jpJZdD/ycJCm0+ostTdOIx+P4fD68Xq8SWwqFQjEGlEO7QnEcIKXEsiwsy0JKmRJEB/vtlMzHBX0B/JJCa+PGjVRWVlJQUJCaRlSWLYVCoRg5SlwpFMc4juNgWVZqGrC/+OkvoA5FsqymaWialhJctm1j2zbxeDxtGjH572iOoVAoFB8ElLhSKI5RktN5LS0t7Ny5kxNPPDFjIkdKmSa2ktuSFjLTNFPfD/TZUmJLoVB80FHiSqE4BunvtG7bNtFoNGOCZrh6RiO2XC4Xuq6nphEVCoXig4QSVwrFMYbjOClhlZzCy/S6lJHUN1Kx1d+qpcSWQnFsEYvFSCQSo97P7XYPynn4QUKJK4XiGKF/7Krk6r+kgMmkuBqrBWw4sWWaZmpwHugcr8SWQjF+icViTKwK0thsj3rfkpIS9uzZ84EVWEpcKRTHAANjVw10Wj/UqsCxHO9wOZTYUpYthWJ8k0gkaGy22bOmiuyskT+X3T0OExfuI5FIKHGlUCjGJ47jkEgk0qxV/TmUuBqtUDpSzuhDia3kFKdpmqky/cVWcjWiQqE4egSCfX8jxVbRM5W4UijGK8lpQNM002JXDSTT04LJYx9pks7v/Y+ZFFuJRIJ4PE5vby+lpaWDViMqFArFeEaJK4ViHHKw2FUDORI+V0cjccNAsdXV1cXevXspKChITSMm42/1X42oxJZCcWRxkDiMfEwYTdnjFSWuFIpxRH/rTf9YUwdjvDi0Z5r+PlnJ8+tv2RoqerwSWwpF5nFwcEZZ/oOOElcKxTihfwobGHl09WN1WnA09E/TA6SJreQUohJbCsWRwZYSexRjwmjKHq8ocaVQjAP6x67q7/Q9EkYsrmQcIRsQMooUXqQoAeEbsr7xzsHEVjweV2JLocggalpw9ChxpVAcRYaLXTUaRiSuZBe68xbCaQQkIJBaIbZ+CojQkO06lugvtvonoZZSEo/H0+Js9ffXUmJLoTg0DhJbiatRocSVQnGUOFjsqtGQ3CfpozWQtrZWdHslucEWNKMahA7SQTj70VmPrZ8GQhtU39HmcARe/ynVgWIrFoulyiTFVtKyNdZroFAczyjL1ehR4kqhOAocKnbVaBhOXNm2zZYtW2hr3UNFwVYa68Fw2wQDQYLBIAF/PoZoBrqAvLQ6jzXL1aFQYkuhULyfKHGlULyPjDR21WjoL66S9Pb2sm7dOgzD4MSFC/DSgeVkEY7Y9Pb20tDQgGlGyMmKY2q7ycqZSE5OzgdmmmykYisZyFSJLcUHGeXQPnqUuFIo3ieklHR2dtLY2Eh1dXXGXtT9xZWUkgMHDrBlyxaqqqqYPHky0u7EiXlwaZ3k5FSQk5MDgJ2oozci2N/soq5+C4lEgpycHEzTxDCMlFXtg8BwYstxnFTi2qamJiZOnKjEluIDh/Pu32jKf9BR4kqheB9IWqvC4TD79+9n0qRJGas7+XI3TZPNmzfT2trK/PnzKQi5wHoF26oF2QK0I+w2EGVAFMPlJSt0MjMKqpBSEo1G6ejoYO/evTQ1NdHY2Ehubi55eXnk5eWRlZX1vguJoyVcBoqteDzO/v37qaysxLZtYrEYmqYNWo2oxJbieMQepUP7aMoeryhxpVAcQQbGrkpaRTJJ8mX+1ltv4fV6WbJkCV6PgMRzYO8DUYAUE3AkCBkGTSDFNKRWhdSKU3X4/X78fj+dnZ34/X4KCwvp6Oigo6ODffv2AaSJrUAg8IESEsmApvCeldC2bWzbTgv9kFyNmMyL+EHqI8XxiS1Hly9Q5RaED4bNX6E4CiSd1vsHBdU0DcfJnNFcSkldXR0ARUVFnHTSSX1Z6J0DYO8HvRrIQgof0piO1EI4ohTHOBmpFWPbzZiJ54jH/0Ai8TS2vQMh+toXDAaZMGECc+fO5dRTT2XevHnk5OTQ1tbG6tWree2119i4cSMHDhwgEokcd07w/Rm4WGCoGFpCCGzbJhqNEg6H6e7upre3l2g0immaOI5zXPeR4vjFGcPfaPnHP/7BRRddRFlZGUIIHnvssdR3pmlyyy23MGfOHAKBAGVlZVx55ZXU19en1RGPx/nSl75EQUEBgUCAiy++ODU+Juno6GD58uXk5OSQk5PD8uXL6ezsTCtTW1vLRRddRCAQoKCggBtvvDEVzmWkKMuVQpFh+qewGbgaUNO0jL1gTdNk06ZNdHR0AFBdXf2eAJC9ff8KA7DfaxsBkK0AWNZGzMSfcZxGED6E8CGdrbjd5cCJaccSQpCdnU12djZVVVU4jkN3dzcdHR00NTWxfft23G53yqqVl5fXJ/KOEw51zZIWqqSPWtKyZVkWpmmmvh+YF/GD4tOmOLZxENiM3ALrjKJsknA4zAknnMA111zDJZdckvZdJBJh7dq1fOMb3+CEE06go6ODL3/5y1x88cWsXr06Ve7LX/4yTzzxBH/84x/Jz8/npptu4sILL2TNmjWpgMNXXHEFdXV1PPPMMwB8/vOfZ/ny5TzxxBNAnwvHBRdcQGFhIa+99hptbW1cddVVSCm55557Rnw+SlwpFBnkULGrhBAZsVx1dXWxbt06AoEAixcv5uWXXx4gALxIGUfaDUhHQ8oswI0gihSVOE4bZuJxpGxEaBMRAqTsxHFacbuj2HbNQY+vaRq5ubnk5uYyceJEbNumq6uLjo4ODhw4wNatW/F6vYRCIfLy8sjNzcXtdh/2eR9NRjO9p8SW4njCkX1/oyk/Ws477zzOO++8Ib/Lycnh+eefT9t2zz33cPLJJ1NbW0tlZSVdXV385je/4Q9/+AMf+chHAHjggQeYMGECL7zwAueccw5btmzhmWee4fXXX+eUU04B4H//939ZvHgx27ZtY9q0aTz33HNs3ryZ/fv3U1ZWBsAPfvADrr76au644w6ys7NHdD5KXCkUGaJ/CpvhHJsPNw+glJJ9+/axY8cOampqmDhxYupFnay370XeiW3vRVptSBlAko2kGCGykdokbHsPjmxEE2UILSl6CpGyCUOPImX3qNql6zqhUIhQqC/au2VZdHZ2phzke3t7CQaDKatWbm5uyn/pWGC4AK0j5VBiCxgyVY8SW4pjme7u9HHE4/Hg8XgyUndXVxdCCHJzcwFYs2YNpmly9tlnp8qUlZUxe/ZsVq5cyTnnnMOqVavIyclJCSuARYsWkZOTw8qVK5k2bRqrVq1i9uzZKWEFcM455xCPx1mzZg2nn376iNp37IxuCsU4ZTQpbA5nWjARj7Nz+/MIaxsfOjGEP+Dps0iJwnRx5ezDNt8CYyLCzkU67eA04tgxcH8GtAqwtqMJL/2nDIUQSEcghIWUh/dSNwyDgoICCgoK+tqeSKTE1s6dO4lGo2RlZaXEVjLG1njlSCxCGEpsmaZJIpFIfa/ElmI8YI9yWjBZdsKECWnbb731Vm677bbDbk8sFuNrX/saV1xxRcqS1NjYmHJN6E9xcTGNjY2pMkVFRYPqKyoqSitTXFyc9n1eXh5utztVZiQocaVQHAajTWGTFEGjtYR0dHSwd8dfKS/YRmFhHprRgzD/CfY2pPuCNHHlWDuRmGj6JNAchN0FlgmiGSlcOE4zltOA5XQipYWBhqZl4zg2kk4cpxzbLji8jhmA2+2mqKgoNbDFYrHUSsQtW96LsZUUW9nZ2ePK+ftwLVeHYiixlbSEJi1bA8VWcjWiQnGkGau42r9/f9o0WiasVqZpcvnll+M4Dj//+c8PWX6oxSiZKHMolLhSKMZIMnbVaFLY9H95jqS8lJI9e/awb+9GFsxoJjenEvS+X1VSSISzG6zVfc7oSTEiexC860wuNBDZoNlI2YFj7ybhrMZxWpBCx5bNSLsb3SlAEzaaKCQWX4SU7w2Cjoxgy14EHnSRnZEXutfrpbS0lNLS0rQYWx0dHdTV1WHbNn6/n0QiQXd391GJsdWfIy2uBpL0x+p//KTYSiQShMNh4vE4JSUlg1YsKhSZxpECR47Cof3dsslFMJnCNE0uu+wy9uzZw4oVK9LqLikpIZFI0NHRkWa9am5uZsmSJakyTU1Ng+ptaWlJWatKSkp444030r7v6OjANM1BFq2DocSVQjFK+seuGm0Km2S5kUQ/TyQSbNiwgXA4zEkLKsl2b0Fqhf0rQ4oCcA5g6JXviSutGOxd7wkCIUCagINl70MKL4YxCynLENZeHLkNKXQ0fQku12nYdhxNAykdotYWYvZ2HBlGCDdurRy/az668I+l64btk2SMrfLycqSUqWCrzc3NrFu3Djj6MbaOpnAZKLZ6enpob28nPz8/NY2oadogB3klthSZYKyWq0ySFFY7duzgpZdeIj8/P+37hQsX4nK5eP7557nssssAaGhoYOPGjdx5550ALF68mK6uLt58801OPvlkAN544w26urpSAmzx4sXccccdNDQ0UFpaCsBzzz2Hx+Nh4cKFI26vElcKxShwHAfLskY8DTiQ/parg9He3s769evJzc1lyZIluLQ6iAv6Isj0F2X2u5/fC06qG9Ow7B1Iezdo+UjHAtkMWghb9qCJZODQPFyuXBynDEkUl/tj6Fo2sB0pJXF7F2FrDboI4tJKcIgTtXcgschynYoQR8b/RwhBMBikoKCAnp4eTjrpJHp6eujo6KCtrY1du3ah63pa2Aefz3dEhcT7bbk6FFLK1NRg8nN/y9ZQcbiU2FKMFRsNexRhMe1DFxlEb28vO3fuTH3es2cP69atIxQKUVZWxqWXXsratWt58sknsW075f8UCoVwu93k5ORw7bXXctNNN5Gfn08oFOLmm29mzpw5qdWDM2bM4Nxzz+W6667j3nvvBfpCMVx44YVMmzYNgLPPPpuZM2eyfPly7rrrLtrb27n55pu57rrrRmWFU+JKoRgB/V9eyRftWF5UQyVZHnicXbt2sWfPHqZNm5ZyCJV2BNtpBWsHQp8MehkCA+G0Il0nI/uJK6HlY7jPwbbWIZ0Dfb8htYVglIH5AqSlphB9Ma7ke+cjhEBiE7G248gEunABGroIIDSdhF2PZbTjEpn1yxqKZD8f7Rhb48n/C/pE/kAfkaRlK+V7924Q2/7R45XYUowFOcppQTmKsklWr16dthLvK1/5CgBXXXUVt912G48//jgA8+bNS9vvpZdeYtmyZQD86Ec/wjAMLrvsMqLRKGeeeSb3339/mtX3wQcf5MYbb0ytKrz44ov56U9/mvpe13WeeuopbrjhBpYuXYrP5+OKK67g7rvvHtX5KHGlUByCgU7rh5PSpP+04EDi8TgbNmwgGo1yyimnpH4lOYlXwfwHSLsvOKj1T7CzEfoUpD4daZyEEG+nCQChl2Do5yJlBMcR2AnQtD6fKkc2oDHhXSd4BylbMLTpaCKr73yR2Nouesw3kVgk7Dp0LYRPn4SuBZEkkDI2pvPPBCOJseXz+dLCPmQixtZ4EiIHs6T1z4mYLAtKbCnGN8uWLTvoj5iR/MDxer3cc889Bw32GQqFeOCBBw5aT2VlJU8++eQhj3cwlLhSKA7CSGJXjYbhLFetra1s2LCB/Px85s+fj6HrICVStoD1OoggwlUNcgbSaQFnD7ZWheb5KAjvkHX2Hc//bjqbeJ/PlOtk4uYr2HIXQhogbTStBJex4L2d9CZsYysCFwIDTQQxnWYkJj6mIIQHTfgOqx8yyfsRY2u8TQuOxGcvyVBiK/kXj8dTaT2U2FIMx3jwuTrWUOJKoRiC0cSuGg1Jq1fScuU4Djt37mTfvn3MmDGD8tIgwnoZEpvpm77zgd0Gxux3K/Ah9Eqk8IAMI3EjOHT8rNQLVqvE67oAy65F0oum5aFrVWgi2NceaWJp+0BKfMZUYtZWHKLoIpuE3YiGRtC1CF2EDrsvjhRHIsbWeJsWPByx19/ymkwk3l9sDZeEOlPPgOLYw5Ya9ihi36nEzUpcKRSDSE4Drl27lpqamoyHAUgKoVgsxvr16zFNk0WLFpEV1CD2R7C3g8gFBNibwOlEatU4dOE43QjhQuCgaWV9Zfq1e2THD+HWQkhpk3AOkLB2YNrt2LIHmzi2aw3SzsIQc/AaU0k49TgyCjh49IkEXPOPqZfsWGJsDbQKjTfLVXKVaiY4mNiKxWKpMkmxlbRsKbH1wcHpG3FGUV6pKyWuFIp+JP1SHMehq6sLy7Iy/gIRQtDW1sbOnTspKipixowZfdNU5ltg7wJtMgjXu6X94DyHlfg7pnAAiZAuNEwMzwRc/Z3QR2FdsZ0EXYln6LXWYFpNxGUdUkoMUY6pWSCaiNrF+PTpGEYhthPG0loJuE56N7L7sctIYmz1D/uQlZU17sSV4zhHLKL9SMVW0qKlxNbxj5oWHD1KXCkUvDcNmFwNqGnaYaWqGQ7HcXAch+3btzNr1qy0/FU4BwC9n7ACtCxsaWM7tdh4EAgQLqRWBLIJ3WlF0wqGFVfJY7W3t6fEQjBLo8P8K12JF/tEk+zFIQE4mLITR/MipUFH/A00Ty6GFsCSbXj1ibi1kQfROxYYLsZWUmzt27cPAJ/Ph2VZ9Pb2HpUYWwN5P8XecGLLcZyU2AIIh8OpNCFKbB1fjH5aUFmulLhSfOAZLnaVpmlDruobK5FIhPXr1yOlZM6cOakAde/hY2CEGOm0ImUHiJy++FTSQQoTRxpg7SaReBW355whX2LRaJR169bhOA6lpaV0d3ezefNGROBN/AUb0d1hdENHYiIxEbjQEGhCw5Y6CdlO2N5MlpiDLipwCNGe2AhIPHoIv16G1l8IZpij4eeUjLEVDAaZMGECUkp6enqora2lvb2d1atXv+8xtoZiNA7tmWYosWVZFmvXrmXx4sUkEonUjxNl2To+6JsWHEWEdmW5UuJK8cHlULGrMimumpqaeOeddygtLSUWiw2dY8uYCtab4DSD6IvE7tjbkUikVoT2bnR2W3ZiW3uwHZ0ELuL2ftyeAhynJlVVS0sLGzZsoKSkhKlTp2LbNhUVFcStAzT1rqc3nkPCaSMRsREuE6HbaGigGQgkOAF0AVL6iEqdiLWFqP0SmvDi08ow9CBBo4oC90noIjNZ7scjyRhboVAI0zQ54YQT3vcYW0MxnqYp+7fD7XanLL62bWPb9rAO8ocT0kTx/uKMMoio8rlS4krxAaV/ChsYOnZV/1V9Y8VxHLZu3Up9fT2zZs2itLSUtra2oa0yWjW4zgDzVXB2vNvQOLYox5EOQkokUWy7ETARIgfdmI4tO/Fl7cSilJgZZ9+ebmr3NaamHR3HSVnlHGIYLkGOq4Yesw4cF3EZxnZ6caSFNMFxDBwnimUFiMhWPCKHhOzFpeUisTBlJzhummNvYDs2RZ6TMbTxE5rhSJEUCEcjxtZAMunQngkGWn0HJqHuv/o2+f1Any0lthTHE0pcKT5w9I9d1f8lMJDDtVyFw2HWr18PwJIlS/D7+/LxDSvahAD3UjCmgL0fkNjWHuLxv2LZTeA0IiRoMoGm6Qi9GqGFEI6B4V1JzP49W/YEsM0AC07+OPk5ZYMPgRtbxtCEH0MUk2A/OjpSE4AAXccxDaTUiUc9dFvtiEQBerCLgKcU3WXQ4+xCE22ATiL+KlGnm5B7JkG9FJeWuZyD44nhLEXvR4ytoRgYof1ok2zPUG0aTmxZloVpmsOKrfEkHj/oKJ+r0aPEleIDw2hjVx2OuGpoaGDTpk2Ul5czbdq0tBfFIVf2aUWgFSFlgoS5GsvpJBnzypKtaDi4tJkIYyGOkyBqbgQtTE9PDEOfTHGFjqm9QtwqwGNMTlUbtfbSmVhF1G7EdNowRBBdK0HaDQhcSHQ0kYdOEGHnEMgNgJOHbebTEe+ks6ODuNaM7unBowXxuP1Yukmjs5bWxDbyXDPJdVVS4J6OJjIztIwXATFS/68jEWNruPaMl76B0Qc1HanY6p+EWomto4eDpkIxjBIlrhQfCAamsBmJc+1YxJVt22zZsoWmpibmzJlDcfHg1XUjXYVoWtuxrD24XaciZSOO0wp4+gSWVo6heUhY9fRG6rFNDx5PKcVF1QgBMWsXUXMjHmNy3wo4axutib/jSJOgsRDT2U/U3ofEINt9Bm69gKjVikU3kbhFwsrCrRXQ4zRheBL43T5cWT56TS+m5eAkBG09dViOC7cowO0J4/F1k3C2INAo9MwcVb+Nd8YqZjIRY2sojqZD+1AcTnsOJbZg6Ojx4+n8j3dsKbBHkS9wNGWPV5S4Uhz39I9dNZoVS6MNxdDb28u6deswDIMlS5bg8w3thzRSXy7baQAsNL0QKESTJlLbi5N4jUhiFVGrnZ6eXjStAyjD46kgeWq68GM5rdgyTmvsZVpiLxO1d2OIELaMETSm4zUmEbF24XfNx9DLsUQtwolg2U10ywMkEjtIOF3oogFNaMRkG5bswnBn4fZ6cDn56E4xZkISiXfQ2NqGIxxa/d1M9HspyCvG7/ePKwvL4ZCJ8xhLjK2hjnssW64OxXBiyzTNg6bqUWLryGGP0qHdVpYrJa4Uxy9Dxa4azQtpNJarAwcOsHnzZiorK5kyZcp7LwanG+nUAhpoFUhnH1mBTQjiSJmPEG6kjGHZu5DSRNfL0LU+K4cYEObAtOuJW7v64lzZAXrCteiGjddbQGfrZLye9xynbRnGo02nK/42XeY6BAYuEcLQcjGddsL2NrKN+Wgii3ZzPba5E124iFhNtGlbMd0J/EzGreVgyyi68GEj8eiluLQ8AkYlnWYDXnc2uquLrOAEsoqmEI510xNpp7m1gT07a3G5XOTl5REKhcjLyxt6leQxwJEQMyONsdVfbCVjbB3P4mogQ4mtpN9k0rIlhEgTW8nViIrM4EgNZxQ+V47yuVLiSnF8MpZpwIGMRFxZlsXmzZtpaWlh3rx5FBYWpo4vzdewE08jnXbARDodOCJAKMfEra0iEV2PMJYSS7yI7RwA6SC0bDyupXg952LokxEiG9tuQGghTHsPUpqYCT9tbeXk5tbgy+rGtBsRRjuOzMKRHuJ2HabTg2nupcd6FUNkY4g8EjQj0N4VWB2YTicJp5W4FGS7apA4dMs6NPwIEUXXXPi0QqJ2Kx49BxcBAkYFEoeo046DScSuRxcBYlLSa28lThhvMMjk0kqytbLUSrr9+/ezefNm/H5/Smjl5eVlxLn7/eD9iLk1XIytjo4O2tra2LVrVyrGViwWSwshcrQ5khHjB5L0x0rSX2wlEomUGEuKrf6rERVjQ1muRs+xMbIpFKMgaa063ITLh5q+6+npYd26dbjdbpYuXZoW30jam7Hjj9BnsZqItN5GOg0IEcK0JuGSWdjWeqzEKmwK0Y2JgIEjW4klnkXXCnG7T8bnOYdo/HlM6x1su55o1CAaLaakZB4+nx9HZiNwkLYPSYS4dYCI3YyNH50wcbuehGzGq03EpeWQcFrRRQBbRonZe5G40UUQXXiIOm3YxNHpsy7ZThi0XFxaANuJ49Hz8Op55Lmm0WvVIXDRYzYSkxLb6UUXBkKAprmpj23C5fMTCuUTCoWoqanBNE06Oztpb29n165dac7doVCI7Ozs9+0FPVqOhohJxtjKzs6mqqoKx3FSMbZaW1vZuXMntbW173uMraE42kFNhxJbiUSCVatWMXfuXLxe7yAHeSW2FEcSJa4Uxw0DY1cdbkTo4SxXUkrq6urYunUr1dXV1NTUDHqxOOYapIyhGVPA6cGR3SCKEPTiNjpB5iPxgLMT3TUnNQWoi0JMq4Oe2KO4nS50LUTAdyWd3W/R3tkKlFBccgKGbrzbljialo2MLcHlyUM3dmM7Gwm6piAQJJwOYlYjcaeBoDGzz8pkNyDQCRizECKHTmtP3/miv/tfDwKQ70aLl9JGIgEHv16CVw/h1UPkuWewL/o6uyMrcQsvLs1LwKgioJfQbTXSYe0naOSn+sTlclFYWJiy7iWdu9vb29m0aROWZZGTk5OybB2NCO0H42i/jPvH2GpubmbSpEnoup6KsbVlyxb8fv8Rj7E1FOPJwb6/2IpEIqko8v0tW0P5bB3t6zuecRidk3rm8locuyhxpTguSE4LJMVQJgISDiWuLMti48aNtLe3s2DBAvLz84feWbYiUgmOLaS0QHgRCDRhvuukS99UYD8Tuu10ELd34cg4Macvb1u0N8S+HTOorDmVQHY9mmbTZ+WKYTqN+N0nImQuUgaJ2a249RBCaDjSQoggFhLLbsCtleDRQ4BGtmsBBZ6PELUb6LbriNtdGCKIWwSJUIdwfDgCInYTptOLXy8h1z2VoFGeaqsuXGQZ5eS5JhI0CjGEOxWCwa35iNpdB+3fgc7dkUiE9vb2lL9R0lpUV1dHKBQ6Kmlmkow3oZechjsaMbaGa894EVdJki4BSQEF713HpGWrf/R4JbaGZ/ShGMbXvXA0UOJKcUzT39/icKcBB6JpWsoKBtDV1cX69evx+XwsXbr04M7ZWiXS2oLj9GJa+7BlKzjNaMKFpM9hXSOOrXlwZJ8/lhAu4tY2pNOFoc9A6FNoajyAJbcwfU4xxaHP0B19jLi9B6QN6HiN6WR5PoIQtThSYjndROwGhFlHzOnEckwSTgzT6cVMbKLIczJF3nMIGrP7HKMxsBydJnMtQkhcwgtCQ7Pz8Gml2DJClnsCZd4Pk+OahC7SLSGG8KAJA0N40cR7A6op4wT1whH3tRCCQCBAIBBgwoQJOI7Dvn37qK+vp7m5mR07dqTSzBwN5/jx4tuUZKj2vF8xtoZiPIurgTHmgIOKrUcffZRHHnmEp59++n1u8fhl9EFEx9e9cDRQ4kpxzCKlpLe3l4aGBiZMmJDxxLDJUAxSSmpra9m+fTuTJk1i0qRJhzyO7joZx1xFPPESDibgBrqwpIkw6tCEhhC5mJQSSbyMFHpfnFDZhVsrxrLLaThQi8tlUFw0G00/AECefzlxaw+2042NjaGVIkTfCrKI2IBlNxK1arEcG1NG0DD6VkpKH5aADquOkGOgCYOI3cK+2MvEZYxs12Tidic2CYLOfKxwARMranCLLHx6MZoY+iWcZRQQ0PPpthoJGgVo6ESdLjQ08lwVh9X3fr8fj8fDggULUmlm2tvbU87xgUAgzd/oSDrHjzdxNRIxc6RibI21Pe83Sevewa7bUGKrq6srownbjwdU4ubRo8SV4pgkaa0Kh8Ps3LmTqqqqjB8jablat24dnZ2dLFy4MDUFcyiEXomlVWHKVxFSQ9O8aKIAKQRCa8R23Fj6LGLWaoRWhHAiSCKY0iKRcNPW1EtuyIXw7aQtUY8AEjJEafBq0HJpj68lYtXiYOPR8om7fNhiL3l6FQLoTGwD6WDShSGy8RvVCOEn7rTRGH+ZoGsCbYmtxO1uso1KhBBkGROI2120cgC3XUaea9ohz9MQHiq8J9AQ30zYbsPBxqtlUeiZSZZedFj935+BU2CmaaaEwlDO8Tk5ORl/2Y8ncTUWsZepGFtDYdv2uBNXY2mTEIJwOEwwGDxCrTo2UZar0aPEleKYYmAKG8MwjtivzHg8TktLC/n5+SxdunRUzsGxxMtEEs9hSxshXAhpo2tB3MYcEr0bsOVEzMQ6Es4B+h5DHUOrIhYVSNlMQWkVPXIVlhWmz6SlEYn8mV5zG27XTBJOKx69BCEMEnYrMe9ewIXXmIGmeYnYrcRkOzr6u6sBc5A46HhION2ErQP02o14tOx34ybZdJh1dJoH6JZNuHw9NMYqKPJMGdZqlcSv5zLRdwoxp5u4HSMu41iORo/dSZaee1iiZLh9XS7XkFaZ4ZzjRyMUhmK8Wa4ON3Hz4cTYGorxaLmybXtM057hcJhAIHAEWnTsMvpQDOPrXjgaKHGlOGYYKnaVrusZF1dSSvbu3UttbS1+v58FCxaM6sVq2weIxv4KUkPDj6blI2UCy6lHkyGEcHBoJGFvQ+BDEz5sO0ZXdBfC8eH16kR5E0uG0dERwoUkiI1Jj7kOjwyT6z0d8a7zuM+oALEDR4QBcGlBPFohcdENUmBJm7DdgSSOWwTRhReQ6LhJ0ANAQ3wbTYkdfX1MjLjRxObep5FSUuqbcchz1oROwrHZE9tO2O4GQBcGRe4KJvpmoGco1+BwHMw5fu/evQghUiJhLM7x49GhPZNibzQxtpJ//fvweBNXynKVjiMFzmhWC6r0N0pcKY4NhotdlfSLytTgnkgkeOedd+jp6aG6upru7u5Rv8RMazOO04muT8XmbaTsBREAqWFZO5CUkJBxdOlBCJ242Us83oXhAsMTw6WX0GPWItAQIgjChxAuNGngyHZMuy0lrJJoTi6O3kjcbsOj5xN0TaAnsY+o04ZDEFs2IITAK8Cna/j0EvLcUBddSZtVy4H4FkzbRNc0pHQjpIuw3cr++GoKvTUYYrDVLmL3YMkEXi2AQLA7uomoHSbPKEYTGnEnRn18DwE9i1JP9eFcllExlHN8UigcjnP8eLNcHcn2HCzGVlNTE9u3b0/1YV5eHqZpvm9hH0bKWAObhsPh1KIAhWKsKHGlGNf0j101VAqb5OCZCXHV0dHB+vXrycnJYenSpTQ3N9PZ2Tn6NpN4t20hYAq2vRucDpAxJFnEE4uxjPV4tAp64htwZALD40IIsGQXUScLGz+O1ND17D6riZSId/0YBCCllSawhJC4nRpsGaXH3AnoaJoHpB+kB4/mRdCXwsaSAtNxsKVGwjHYG3uTXrsTgY7jCAQGQkiwHQyzFtOJYujvvTjjTpS90S20mQ3Y0sKtefFr2fRaXYRcJalVgx7NS9zx0pyoo8RdddTEiaZp5OTkkJOTQ3V19UGd40Oh0JAhCw53Gi6TJBdZvJ/t6R9ja+LEiak+TMbY6u7uxjAMbNt+32NsDcdY/cDC4TDV1dWZb9AxjDPKaUEVikGJK8U4xnEcLMs6aAqb5OB5OFODUkp2797N7t27mTp1KpWVlanYN2Op19CqEMKN4/Si61VoWiGO3QZOHV7vx2hrPRFbbqG9sxXdo2G4fAgBUppIdGJOB44EkziW1YktXH2WCpnAEC6C7hlErL0pn6u43YLAgz/xYSoD0+i19hCzOwnbCbLdSzGtKF3hBjzuAIbhp8Nq4J+dPyPqRIk63VhOAomOwMAj/NiYOMIh4cTpsToQ9I9+7bAr8g5NiVqyjDxcwk3UDrM/vh0pocBdltYXujCwpIlEIka5guhITcUdzDl+x44dxGIxsrKyUlatnJyccTUtmGzL0bSkDezDd955B03T0DTtfY+xNRxjnRaMRCLK52oAo88tqMSVEleKcUf/2FXJ6Y/hXiSHK67i8TgbNmwgGo1y8sknk5OTk1b3SF6qUjokrK2Y9i4EOi5jOi7jJBLmShzpQWDg0IvLNQ+f50KikQN0x8sJTdiB4QpgaAXYshtTNgHZGOSg6V4S1n5MGUXKRF+UBsAkiI8sfCIb0+5CCgePlk/AOgHDLifgqiTgqiRqt9OWaMCKGzQdSGAYxYTNKBHfbqS3Hanl4NFzAYmBQRyJg9WXvkYaWCKGgYZL8xNzevDqfT4oPXYHbWYjuUYBLq1vKi1o5BC1e2mzmonaYXx6IHUdo04vZZ7qtBhY442DOcfX19djWRYulwufz0dPTw/BYPCoCpvkPTleLGlJsrKyqKysBN7fGFvDMVZxlRSGivewEdij+HE0mrLHK0pcKcYVA53WDxVpPfl9svxoaGtrY8OGDeTl5TF//nwMw+gTMuabONYGvFqUgDcLKU9KpacZ3F6T7ujviCX+iSP7IqprIpuA5zz83uWY1mqkjOAxluFyncr27W20tLSQk/MhcgNd9CZeR8oeHBlF4kPXK7FlT1+yZb0U7Ja+1BPo6CIHgZ+wtReHSZT5TyXXNRWPXsDOxr2Y0ky1yy2yiXZpNHZtpaxwBlnBLMJ2K3XRPcQtN3bMTa8VxXLbCF2i6XqfvHISONJGYuHXi8kxyrH71Ztw4tjSTAmrJFlGHmGnh267nYSMoQuDuBPGr2cR1PPZH9uPLW0CeoCQK4R+iBWIR5OBzvHhcJitW7cSj8dZu3Ztyjk+adl6vyPH989CMF4YOC3/fsbYOlibxmq5ysrKymhbjnWU5Wr0KHGlGDckrVVJX4mRvjxGu2JQSsnOnTvZu3cv06dPp6Ki4t1wBHHs6M9wzFUgbVyaSXlhAjsaRfd9ATGEU3cssZJo/GV0rQjjXf8o22kiHP87ecFb8HnPBCAajbL6rXVIKamsrCQejxPyf5q404Uh/DhOC9LqAGTfbz4RQKMXt15C3Inj0UpxaX5sGUW+G6KvK7GDYu+H0ITxbvv7LBqmabJx40YikTwqJk1EurqIOFF67Hp0zcDnycHwZqPjpj1hE7N6EKaBjYWNhtAEHiub0uy5uHQPPv09a55H82EINwknhlt7L0lwXEYo81RT4p5Im1mPKROEPBMBN9vCO4k6UWxpY0ubUncp87Lm4dKHFqzjieQqukAggNfrpaqqip6eHtrb29Mcu5NC6/2IHD8eLVeH8nk8kjG2huNwVgv6/f7DOvbxhs3orFGj/6l7/KHEleKoMzB21WgjrY/GNyoWi7Fhwwbi8TiLFi1K+4XqmK/jJFYiRR5S2NhYJMwwjvkqmrEQ4f7Q4PrMtwANTcsG3k0aqxVj2ttIWBtwGzU0NzfzzjvvUFJSwvTp06mtrSUWi+F3zSLHexrd8deRmDh040iJS69AiEIkzTgyAULH0Hzv9pWNEAYeLUTcaSfhdOPVQylx1dPTw9tvv43P5+O0kz5KQuugLb6NnngjhshC0oAtBRGnE5fuI9tdgC1iGBiY0kZ3PBD3okWyqY3uo0SfTmuwi1BIJxAIENRzyXeV0pjYS1DPwRBuok4YW9qUeWoo8VRS5q1+d0owyuqu1djSRken3ewk6kTZHz1At9XLkrxF+HTfiK/z0aS/oEk6xycdu5PTXyN1jj9cjgXL1cHIdIyt4RiLuEq2RVmu0lGWq9GjxJXiqDJU7KrRDqIjFVctLS1s2LCBwsJCFixYMOil55hrsWU7tlOPJI4E3F4dxwnhWOvQhhBXjozBgLAIQggEAsdJsG3bNmpra5k1axZlZWWp7/viFBkU+C7B75pJb2I97bHXsJw4miinz4KVAKGBE0BKC4mDLWMEjak4JNCEG0N4UnWGw2Fef/11qqurmTx5MkII3BQT0ItIGAlMJ8a2yPO0JnYDkh6zFYmDRwviEgH8egivFiKuxemNmsyesBitO5uOjg52796NYRh9VoW8QkoCgi5aiNvdeHU/1e7pFLsnpPVBp9lJl9WNlNAYb8Kne8kxstGA3dHd5LpymZ99wrj2x0oyXOgDXdfJz89PJfAeiXP84VqcxoND+0DGOgUHhx9jazhs2x7TikUV50qRCZS4Uhw1kslSDzfhsq7rB/W5chyHHTt2UFtby8yZMykvLx+m3AEspwUhfAgCSGw0vRvLaUSXvUPu4zZmkbA2poVGcGQUx9HYuT1KpLeFxYsXpw3W/R3lhTAIuOYQcM0h13sWbbFXCJvbAUGR7xyidjftiXeI2PW4tCx8RgUuLUTMaaXEuxRDC+A4Ds3NzXR3d7NgwQIKC4dOmOzSvNT4TwWp022to8NuQUqHPFcp04PLmOQ/EYHObnMH++L7KM2ajC83AJV9fZgMX9Bc30J3dzeeYIDs3CDFeaXk+wvSrp8jHfZF91MbrSNiR7GkRQ45uDUXLs2NB41Ws40Os5N898hSCh1tRnJ/DuUcnwxmmnSOT1pkQqHQmJzjx2PAzky2abQxtvLy8vB6vYPqORyfKyWu0lHpb0aPEleK953kNGByNeDhJlw+mOUqGo2yfv16LMsaJHIGYssI4ABuhNAQEhzbjTRiw8Zt8XtOJW6uxrR3oIlsJDaJRDetzWW49LmcvGgqPdY62nq2IdDJcs8CkT9kez16MWWBy7CdCBKJoQWwnRhtibdpiLxM3OkEPFiyl3z3XEp8pxKNRlm3bh2xWKzPglIQwnRiGKLvHAbi1oKY0oUmcil3l+PSvcScCK1mC7lmC7WxXdQl9tHuaUV0xZjgmcQk/wx07T3LAaRbaHbv3MPm2Bays7NTy/M7XV00xBvRhYYAvLqHsBVGSgev7qbMU4YjHRIycdBrO16sM2MN2un1eikrK6OsrGzQ9NfevXtT8aNG4xw/3lLxwJHNLXioGFtbtmzB7/enhX1wu91jmha0bVuFYhgCOcrEzVKtFlTiSvH+MpLYVaNlOHGV9HUqLi5mxowZhx5ohYEQOUAUKQUg0TWzL7q6NnTEZl0rIC/4ZSLxl4iZb9PdFaW5YSoVZZdQWlZObe9v6TE3IdCRUtKRWI0mpuPIhcM2Q9f8/f7fS5F3MQWek+i1arGcMG49j4BeTmtrKxs2bCBUnEWwKEBTeA9vduwm5oTx69lU+GZR6nkv+bIjHTb3rmRT+HUM4cbWHPJ0P0WuCTSb+1ndtQIHDZ8WIGBbaGjsiGzEo3up9E5Oa+NAC000Gk1ZaGr317Lbsw/Nr5HlzaZb9JCQJh7NTYfVSaVeTkAPEnPieLQj6/ydKTIR52rg9FcycvxwzvGhUGjIaa3xFNA0yftpTRsYY8uyrJTfW/8YW6Zp4vP5sCxrxH5v4XBfCinlc5WOslyNHiWuFO8Lo4ldNVoGTgs6jsO2bduoq6tj9uzZlJaWjqgeTZ+MY+8GggjZCTj0RiHP60HThp5KBNC1QtzaR9m6bSLRaJT58+eTlZVFa+wf9CQ24jMmoL3rG2U5vXRrG3BcBcDiEZ+jJgyyXZOAvr7ctWsXu/ZuJ2tyjK7Abuq7d9HraaMgNoECdyVdVjOd3Y3YWRYV3lkA7I5uYFtkNQkZxyP8hO0eIk4vZZ6JOFLSbh6gxr+QuNlnTQoa2VjSpC62mwrPpIP6Rvl8PsrLyykvLydhJ4g0xolGYtgRE2/CQ7u7A8flYOgGAW8WPVYv5d4yco2cYescTxwJa9FYneMznVcwExzNqUrDMCgoKEilrEnG2Nq2bRvNzc0cOHBgxDG2kuJKTQumo3ILjh4lLxVHnGQKm0QikXFhBemWq0gkwuuvv05HRwdLliwZsbACcLnPQmh5QByhVyK1MnQ9jtCqMVyLht2vvb2dlStX4nK5WLJkSepXb09ic19OQPGedcbQgoCFpdeN6VwTiQRr1qyhvr6e0ByLLt8eJA4mMZAaMbuLmN1LnqsUXbiojazHchJE7V4OxHbg0QJ4hA+35iGgZ4OEdrORhBNBImhJtLAtvoU6o5a66H5idoJuqwerX6yrQ/aj5qIgkI8/18fE6kksmryIebnzySUXO+7QsL+R+P4Y7iaDzo7OMcUoOxocaUGTdI6fPHkyJ510EqeeeioTJ05ESsmOHTt49dVXWbNmDQcOHEj9WBkvjCc/sGSMLbfbzYwZM1i8eDHl5eXE43G2bNnCP/7xD9auXcuePXvo7OxM68dIJILL5RrSYviPf/yDiy66iLKyMoQQPPbYY6nvTNPklltuYc6cOQQCAcrKyrjyyiupr69PqyMej/OlL32JgoICAoEAF198MXV16WNBR0cHy5cvTwnv5cuXD0rDVVtby0UXXUQgEKCgoIAbb7yRROLgU+yHg/1u+pvR/H3QUT2gOKI4jkN7ezsbN24EMjMNOBBN07Btm8bGRlauXElubi6LFi0atd+EbszA4/sSul6DlD0IEnT3TMHw/DtCG2xhSabNWbNmDTU1NZxwwglp0w99Pk+ZS5vS1dXFypUr0TSNOSdNpUerJ0sv6EuqLBxcMoAuXHRbjTjSwq9nE3V6iDrdhO1uYk6YfFcpLs1D1OlFInFrHnqtLiQaHYle3undQLPdTIfewds9b7O25232RutY37OesB0e1KZeK0y31YMt3xNIQggm+CoQCNrMdkwscoM5TMifwJkTlrH8hE+zpHwRwhJs2bKFV199lbfffpt9+/bR09OTyp3XaYVplj3Ux9pIOCMXd0eCo+HnlJx6nTZtGosXL2bRokWUlpYSj8cxTZN//OMfrFu3jtra2lS/HQ0ymTg9kyR9rpIxtmbOnMmSJUs45ZRTKC4uJhwO884776T68cc//jFvvPHGsGEfwuEwJ5xwAj/96U8HfReJRFi7di3f+MY3WLt2LY8++ijbt2/n4osvTiv35S9/mb/+9a/88Y9/5LXXXqO3t5cLL7ww7QfGFVdcwbp163jmmWd45plnWLduHcuXL087rwsuuIBwOMxrr73GH//4Rx555BFuuummDPZeOknL1Wj+RsvBxCv03We33XYbZWVl+Hw+li1bxqZNm9LKjCfxqqYFFUeE/rGrEokETU1NzJw584gcSwhBQ0MD4XCY2bNnU1JSMua6DNfJ6MYCpNOA7Wjs3b+BSVMqBpVLJBK888479Pb2Mu/ESmKuV9nSuRkdD7nekynwnEaWaxZdifXYThT93ThVptOFhhtiZYPqHA4pJXV1dWzdupWamhomTpxIa2IfphMly1VIQkb6fLqEA0Kjx+pib3QnOjp+3Y8hPLhEHF24EGgUu6toTtQSdrow7QS6MPCKfHqcOgSgSwOHOFLaONLGLdzUxvaRcBKckrsIQxj0WL1s6d1Bc6IVB5scI5upgRpKPcXvtlkDPNRG6tFFK4XuXKYFpjDJX41bc5Pjy6GkpAQpJZFIJJVuZu/evUgNOrItWugh6sSIdBjkuYLMzZ5Ivjt7zNf2cBgPuQV9Ph8+nw+Px0MsFmPOnDmpftuzZw+apo06XEEmGI9BTWFoJ/vhYmy1trbywgsvsHr1akzT5OMf/zhnnHEGZ5xxBrNmzUIIwXnnncd555035LFycnJ4/vnn07bdc889nHzyydTW1lJZWUlXVxe/+c1v+MMf/sBHPvIRAB544AEmTJjACy+8wDnnnMOWLVt45plneP311znllFMA+N///V8WL17Mtm3bmDZtGs899xybN29m//79qfAuP/jBD7j66qu54447yM7O/DPioI0qGfNYEjcnxes111zDJZdcMuj7O++8kx/+8Ifcf//9TJ06le985zucddZZbNu2LTVb8OUvf5knnniCP/7xj+Tn53PTTTdx4YUXsmbNmtRU8BVXXEFdXR3PPPMMAJ///OdZvnw5TzzxBPCeeC0sLOS1116jra2Nq666Cikl99xzz4jPR4krRcYZGLvKMIwjNvUTDodpb29H0zSWLFmSkcjKQhgIfQJCk8A7g6ZfOjs7WbduHdnZ2Sw8pYb90V8SjR7ApWVjyk4O9P6RttjrFHjPIWDMIGxtBdsBIRG4yNJOIRIf3oerP7Zts2nTJlpbW1mwYEEqnpJXD2AILwknjFsP4CGLMPXE4z3YSBJOO3EZJeQqpdNsI2SUEHKV0JzYT56rmErvTLrNVrpFO5P989kdbcCnBfDpPlrsZqSQ+DQfNg62tCh0F9GcaKI10ULIVcDa7g00J1rJM3LQhUaH2cnarg2ckruQXivG211b6LbDGMJD1I4RsyHXFcKtpU+3CCEIBAIEAgGKy0pBSja37mF7yxbotfAlNLr2NdPib6Gnp4ePlC3E73n/A4+OpxV6Ukp0XT+kc7zH40kJreGc4zNB8vkYj+LqUItY+i8yePLJJ3n66af52te+xuLFi3nqqaf42te+xh//+MdBFqiR0NXVhRCC3NxcANasWYNpmpx99tmpMmVlZcyePZuVK1dyzjnnsGrVKnJyclLCCmDRokXk5OSwcuVKpk2bxqpVq5g9e3ZKWAGcc845xONx1qxZw+mnnz7qto4HDiZepZT8+Mc/5j//8z/5xCc+AcDvfvc7iouLeeihh7j++uvHnXhV4kqRUYaKXXWkxFV9fT2bNm3C7/dTUFCQ8ZQVSd+w5MtDSsm+ffvYsWMHkydPprq6mgPhPxO1DxAwakBIuhI76LX2Is2t1EdXE3BNodCzAI/wo2sGQdd0Et1FNMmthzx+OBxm3bp16LrOkiVL0mL5ZBmFFHomciC6iSCSHFFMC3XYMo5H5ODWXeQZRbgIsKV3NYuC5zEtcCIONu1mI1I66MLFZP98ZgROZlv4z9gSwAW4MWzI8uXQY3X3XUNhIOmLut6caKE10UaJuzCVI7DI7aE+3sTuyD5aE2EaEm1E7RhRuy/pdJvZg0tzc3HxaYMc4zsSvewM19OS6EJD0JroJpSXS8QdpamzjYLcHLwxi11Ntdj7upkQLMpoUM6RMl7E1VAO7Qdzjq+trU05xyf7LZOR48ejuEpOVY42FEMsFiM3N5dbbrmFW265hXg8PqbrHovF+NrXvsYVV1yRehk3Njam4nP1p7i4mMbGxlSZ5Arc/hQVFaWVKS4uTvs+Ly8Pt9udKpNpbCmwRzHVlyzb3d2dtt3j8YwpPdSePXtobGxME6Yej4fTTjuNlStXcv3114878arElSIjHCx2VTJoZqb8MmzbZsuWLTQ1NXHCCSfQ1tZ2xJx7k87yyXx9XV1dnHjiiakBstfciiH6AkG2JzbTa+4DJJoQOEToMXdjywSzcr9InrtvWrRdaz9ke5uamnjnnXcoLy9n2rRpQ/bbtKwPo6HTkthNmA6EdFHkribbVY5b8+LTs4nYYfZHd+HYL1DkqmCK/0QsGceUMbxagFyjEBsHyxF0WWF67QSmY2JiEraiICDXCGFJCyEEXs1LrxVDwqDkyz7NQ1OilaZ4N22JLuKOhSUdJBLLsVjTtYVFuXMo8b4X1qLLDPN6x1a6rAg5hp+4Y7IjXI8tHVymRpwEaGE8QYNAdh5zc+fij2q0t7dTX1+fykmXFA1jSZMyEsbDtGCSkVjRBkaOT66ga29vT0WOz87OTltBN9ZnczyKq2SbRiuukmEckoxFCJimyeWXX47jOPz85z8/ZPmB13OoazuWMplkrKsFJ0yYkLb91ltv5bbbbhv18ZOicaCoLC4uTqVLGm/iVYkrxWFzqBQ2yQEuE+Kqp6eH9evX43K5WLp0KV6vl87OTkzzyDg8a5pGd3c3O3fuxO/3s2TJkrTpFUMLELcbSDjdRO0mAHThARLoBDCRRK0mGqP/JMc1DU3oaRHaB9I/mvycOXMO6j/m0fzMzjmLsNXJ7vgWOrpepKBgCj69z5E/bPWwL7KTXqsTIf00xZvYG9/BgqzFlHomperZG9mDBeQYuUTsXjTA1hw6rB4qvKVkG/m0JJopchVR6CrEdPrO05FOmhUqYsfQ8bAn3EinFcanecjS/WhCEJZROqwwOyJ1aeJqX7SZLitMhfe9CO8+3c2ucBM1RiFuIShwZ9OW6CbixPF5fZTmhlIJgJPTwsk0KYZhpMWJylQS5fE0LTiW5yi5gq5/XLJkMNMDBw4MEqmjiRx/uBkWjgT9x6LREA6HDyuAqGmaXHbZZezZs4cVK1akTSGVlJSQSCTo6OhIEwDNzc0sWbIkVaapqWlQvS0tLakXfklJCW+88Uba9x0dHZimOUgUZAo5ytyC8t2y+/fvT+uDw30eB95jI3kuj5Z4VeJKcVgkrVUHG2CT4sq27TFPRUgpU9GYq6qqmDx5cmrgHE3i5tEe03EcNm7cSE1NDZMmTRp0frmeE+kxt2LaLe8mVRaABegI4cV2eknIHvb2vkiPFWeCfyk+Jg7Z3ng8zvr160kkEoeMJt+fgJFLgV6N38mnx2rHq/kAQVO8nl6zi2xXAWWeaoTUaLEa2RxeT4G7OGV5qo3WkqVnUxAsoCFeT0e8DRHtQjc8ZOkhEjJOubeC6f4Z1MVa2B05QFO8i+Z4J5P8Zfg0Hx1WJ82JTtwiQJcVpdeOAQJD6PgNDwhwY9CeSJ8maIl34de9qX61HQdDGLg1g047gheNHqsvYr1P8+L0E6X9/WUqKyuxbZvu7m7a29upq6tjy5YtGZsKG0/iKhNtSTrHD4wcPxbn+PG6UhBGL64OJ/VNUljt2LGDl156KWU1TLJw4UJcLhfPP/88l112GQANDQ1s3LiRO++8E4DFixfT1dXFm2++ycknnwzAG2+8QVdXV0qALV68mDvuuIOGhoZUqJnnnnsOj8fDwoXDByc+HGwE9iiirifLJtMYHS7JH5mNjY1p4XWam5vTROd4Eq9KXCnGRDJ2lWVZwMFDLCS/G6vflWVZbNq0iba2NubPn58KFti//kz7dCWPads206dPp7q6eshyIc9SwuYemqPPIUggpQ3CAyKPmIxiySgAhpZHj1XP1p5HqTYuGGS56ujoYN26dYRCoSGTSh8KXdcpjFcjjG6a4nVYjsX+6H4sR8MRJjJaS5GrkFwjny6znS6rg5Dr3aCLsm/FYFDPYop/GmHRS317A76QjxnB6dT4J5GlZbGuZytbevcghCBLz6Y+3sQ7PXuY4CtEStDwUuWroMOMsK13H7a06bB6sLHxaV68Lh9CgC0dGmLtNMU7ORDrwHRM8lyBlBXMI1zkuYJkOR6iiShe3U2Ft4C4tBjqFmtPhNkTbqUl3otXd1FVEmLBpIk4lp0SDNu3bycej5OTk5OyamVlZY3q5TuexFUmxcxIIscnneOTQrW/9Xa8iitd10d9zXp7e4e1XPX29rJz587U5z179qSe2bKyMi699FLWrl3Lk08+mQoNA6QWE+Tk5HDttddy0003kZ+fTygU4uabb2bOnDkpB+wZM2Zw7rnnct1113HvvfcCfavZLrzwQqZN68u2cPbZZzNz5kyWL1/OXXfdRXt7OzfffDPXXXfdEVkpCODI0QUGdTI8iz5x4kRKSkp4/vnnmT9/PtA31f3KK6/w/e9/Hxh/4lWJK8WoSfogJa0vIwkKeqjkysPR3d3NunXr8Hq9g5y6k2TactXT08O6devweDz4fL6DpsLQhIvK4FUEXbPZ1vVTwnYDptTR0DCdbsDBJfIIuiZiaEG6zf00mm/hyL6Bsr+T/NSpU6msrBzzS9xnZzEvbwn1sT283r6SuK0T0LNwCS/tVjthu5cJ3sFhJYrcxWwLbyNHZvc5r2subGHj1b2UuUvRcdFsdrAjXEuOESRg9K3WK/UUsjdaR7m7nJhjYzud1Mc6CFsWUhrYjkDXNFyaC7/uxa25KXLls7J9K/uiLUgkPVaUulgbcWkxOzgBhOizcukGNUYx0WiYScEq2sxevMJDnivdqtAW72VV+266zRhZhpewFach2kWPFWNuTsWQKXra29vZv38/QNpquoNZZ8aTz9WRjtB+MOf4ffv2sWnTpjSLoBBi3ImrsSZtPti04OrVq9Ocmb/yla8AcNVVV3Hbbbfx+OOPAzBv3ry0/V566SWWLVsGwI9+9CMMw+Cyyy4jGo1y5plncv/996e19cEHH+TGG29MOWZffPHFabG1dF3nqaee4oYbbmDp0qX4fD6uuOIK7r777lGf70hxRjktOJqySQ4mXisrK/nyl7/Md7/7XaZMmcKUKVP47ne/i9/v54orrgAYd+JViSvFiOmfwma0fha6ro9KAEkp2b9/P9u2bWPixInU1NQMe6zR1n0wDhw4wObNm6murmby5Mn885//PGTdQmjke09iKv/Gzp6H6LH2kHC6ARuXCJHtXvhuZHZwa9lErTZs4liWxcaNG+no6Ehzkh8LQgiklASNHHJdpRhakCJPKXEnhkfzoFmCXhlmf6yW6YGZ5BjvHWuSbyJN8SYaEg0YeGiJddCsteNKZPNa+zvYOITtKL1WmFlZ7+UYNDSdkCuXbjuChpu90Wa6zCiWY6MJg5hjYkiJR3jw6V40XKzp2kddtJ0STx6TAkWUe/Pxai72RpvREOS5AlT5i5ggi2jtaidMGFesDb/uZmbWBPx6us/GrnBL33SrLy91f/RYMXb2tlLpC5Hrfm8Faf8UPVLKlHWmubmZHTt2HNQ6c7xNC46GQznHR6NRNE1j9+7dhEIhsrOzj7rYGmsi6UgkMuzUz7Jlyw4qskciwL1eL/fcc89B4yWFQiEeeOCBg9ZTWVnJk08+ecjjHUscTLzef//9fPWrXyUajXLDDTfQ0dHBKaecwnPPPZf243c8iVclrhQj4lBO64diNFN3pmmyadMmOjo60mI7ZaLu4ei/AnHevHkUFham6h6pcCvwLiDoqqIjvpm66BvURtcCxcSkxJA2mtCxZBS3FiRua6xatQqv18vSpUsPOwZRUlwBdFtdWNKiwldFbWQPzb2N2KaNiUlMuPFFs+mQHSkfpFxXDotzF/F29zus7tpIxIzTKx22hevINrqY7K8k4SRojLcScmVT7nvv5WPjYAgdx4F90RbcuHDrBgHdh5RgSpOgHsDAh8DAln0rKTvNMNt665mVNYGaQCkgKPXmMi+nL1ColJINie3s7T3ArKwqCtxZBHQfjbEuIraJW+iE3H5a4r1kG960ezHL8NKR6KDbiqWJq4H9lfQHqa6uTlln2tvbU9aZZD66UCg0rsTV0Z6GG+gcX19fz549e4hGo7zzTl9cuNzc3JRVcDTO8ZliJDGuhiIcDqu8gkPgIHBG4XM1mrJJDiVehRDcdtttB11tOJ7EqxJXikOStFYlfw2OZaAc6bRgV1cX69atIxAIjFh0HK7lamA8KZ/vvSCV/eNcjQSPFqLXtmlItNFrSxynlnazHiFcGPhwaYJy+1QEOkVFRUydOjUjL57+4sol3AjAsN242n3kGODL8ZGQCbKdPPLiBWk+SKFQiJy8XGK2Q6G7hGyXn7d6NpDryiUhE7SbnUzwldGS6GBvtJ4iTz4uzSDuJIjZceZmTeWd7lqkBKEJJBIBBAwPpnQT0IK4dT8TvPnURlvwaH0+Va2JHlrj3UzwF+DRDQrcuZR53xPSFa4QupbAEG5eb9/L1p4meq04IVeAfHeAAk+QmGViDBAatnQQAvSDJJoeyFDWmeQU4pYtW4jH4+zevZtwOEwoFDoqgiHJeBJ60Nd3Ho+HWbNmpa3g7OjoGOQcn5x+PdIcjrg6nNWCxytjjXP1QUaJK8Ww9E9hc7jLrQ8lrvr7HiVTvIz0WIfjc9XQ0MCmTZuoqKhg6tSpgywCQ9UdtlrYH/knrYmtGMJDiXc+Fb7FGJqH5vgOVnf+ibgdBuHClHEsGUUQwSVMookA0d7NhIyFTJ48eUTn2GG2szeyk06zg2wjh2p/DfnuwrQyQgjixNnYvZkD0QO0hDvZ213LRP9Eigsn02uF6TI7WJBzIlMD04G+KZCkgNi4fwubvPso8OTR5baIY5FwbGwEbYkuJnhLqfKVsSuyn72ReryGGx2dSYEJTPJX8GbnLrKNAPnuLKJ2X+DFgOalOdFF2Eng04P0rR40iDs2pmPh0nR67TixdwONlnjT8zdKKdlsttLV1E3csugwI3g1gy4rSsgdoDURxnYcdE3g1lwIQBOCDjNCvitAoWfsFgi3201JSUkqRc+qVavIzs6mq6uLvXv3pgRDKBQiFAoN6Qt4pBhv4qq/JW3gCk7Hceju7qajo2NEzvGZYqziamCcK0Uf74fP1fGGEleKITncacCBHGzqLpFIsHHjRrq7u8fkezQWceU4Dlu3bqW+vp45c+YM62cxsO6uRB1rOn5FxG7FowVxsOhI7KYzsZc5Of+PNZ1/IWy14dVzkDhIQMPAEAbC9OKLV6GHovRG947IR6MhVser7SvotrpwCReWY7IjvJWloWVM8FWnyoWdCFvcO9jdtp9Yb5SOSC8EoNnbhhO3MTCYEpjOJP97PlPJHGsVFRUURktpaOjBFTPYF26iC5PunmY0oaHrGsXuNgo8OUwOTGB2cDIuzUWeK4tiTwGG0Cl05+ASBgJBkbvv+oXtGLrQKHLn0pGI0BoP02VF6UnEaYuHMTRwC50Ws5spgVLKPKFU27rNKP/o3svKRD2BcBZhK0GWy02+O0iPFacp3s3s7DKaYz1ICava9hGxE+hoTPDnsjg0CbeWmeEtuWCjqKgvMnxSMLS3t9PQ0MC2bdvw+XxpgiFT0c+H4mhPCw7kYO3RNI3c3Fxyc3PTnOP7T78Gg8GUZStTkePH6tAeiUQOuoDlWOBI3B8OowwiOoZpweMNJa4UgxhJ7KrRMpzlqqOjg/Xr15OdnT0oQOfh1j0ckUiEdevWARwyH2Equry02d37Epu7/48eqwG3FkDDRbarDFvGaYqvJxCuoMdsRBduDOEm4UQQQkNIMG0TrxaktLiUXquNVm/zIeN+OdLh7a63CFs9lHkqUlN/LYlG3u56i1JPBca7AmJXbDddWhdF7W5cpsH8snmERYQeq5vZWSdQ6iolV88bFFU9Sb4nl6JAAfV6Kwmh4e41cHRJzE7gmIJVzVso1rNYEpzF5OyKQdNiM4OVbO2to8cK0272AH0CvcJbwMxgJX9tWEOvlaDEm43Pl8f+SBvSganBChbkVlPmCWFofW2zHJtVbXvYG2tHQ1DoDtJlttCWiJLjiuHX3fTaMWzp0GnGcAmDif58DE3DlhLTsdkX6aDCn4eWQQtP/4wDScEAfWE7kgE5d+3aRTQaJSsrK2XVyrSD93i2XB2KoaZfk32XnKpORo4/nL4bq0N7OBzOeBqt95OtW7fy1a9+laysrNRK56ysLILBYNr/+/1+gsEgHo+HUCjExIkTD1qvHKXPlVTiSokrxXv0j101MIXN4TLQL0pKyZ49e9i1axdTpkyhqqpqzMcajeWqubmZDRs2UFZWxvTp0w85ACfr3tX7Att7/07UbkcXbqR06LIOILHJc1cTsVtoT+xCEzq65sKWfRHjLcdGOg5Cl2iaFwsLKRyE1A9pueoyO2g3W8l1hVJ9I4Qg15VPp9lOu9lKkadv2mpPZB+6ZaC7dMoqy9F1DQ9uInYErx4g311w0D5yay5mBWvY0L2HTrsXkCSwQRd4hAfTtokIiRV2WLt2LZqmpcRDKBSiwlfIh0Izead7L51mGATkuYIszJmMY+vkuoIEdJOIlUAiqfCF+nIZOjr1kV7Cpk2lP4+A4aEx3kNDrJtSdzbNoqsvBY/bT3O8h45EBMOjYQiNqGXRa8Up8waYGHzPVytmW+yPdNEaD1PkzcwUz8EEjWEYFBYWphZBxGKxlM9RfwfvZF/5/f7Deq4yHefqcDkcS4nb7aa4uDhlOU5Gjm9vb+fAgQNjdo4fy7Rg0l/sWLZcJeNsffrTn6a2tpZwOEw4HCYSiRCNRolGoyQSCRKJBNAnbk8//XReeOGFg/brWNPffJBR4koB9A2QlmVlbBpwIP2tS4lEgg0bNhAOhzn55JPJyck5xN4HZyTiqn9amdmzZ6dF+T1U3QknzP7ISgzhw60FSDhhhDCQjkWX2YhPK0Ai8ehBPFoQgUbYaiNq9eIIC6H1+SC021Fi4W3kGj58sbLDiJ3Ut59499dhfX09bS2tCAGlZWWpQJt99Y/MynEg1sqmngOELZuYLYlikadnke/OQRM6YStCnpGNGXBx8pxFxHujqRdgMhJ6bl4eS7KnkMgGQ9cpdOdS6MnhtbbthFxBSrw59FgxAEzHYW3nPlZ37qXSF8aWkmJvFssKpxKzTRzpkK27ydY89FgxAoYHjxmlJd4DSIq92YTtONmGjwJPugOyVzewpEPEToyxf4fo8VFcK6/XS1lZWSr6eW9vLx0dHYNS9CSnEEebEmSsU15HikxOQw0VOX4szvEf1NWCkUiEs88+mwcffHDI7y3LwjRNotEoeXl53HnnnTz22GPjyhJ6vKDE1QecpNN6Q0NDylfkSDxoSXHV3t7O+vXryc3NZcmSJbhcrsOu+1ChGGKxGOvWrcOyLJYsWTKq1UBCCOJOJwknjE/PxdFNeqx2bKJI6QCSfbFNFLhLqfafSq8VoT6yFSvqxnZJJBoSiNluLGkSE+2EXNMJhCce8oWd48qjwF1EfayOEq0sNS3YbrZR4Coi18hj8+bNNDQ0MKdyDq+3v4ktLQzR91h3ml0E9AAlnsGJSvvTnujhpbb19Jhhyn2FROwYYSeKg4Zbc6MJjbhmUODJpcuM0GNHKXp3WmzSpEmYppkSD+27WjBNk5ycHCIh6AlpZOkeTGmjo5HnCmBLh7c79xN3LGYEy6j0h3CkZF+knXWd+5mRVYouNBKORakWwPb6aUuE0RBku7wUubMpdGVT4QvRpocJW3GyXe85lMdtC10IfPrh31tJxjoVJ4RITcckU/R0dXXR0dHB/v372bx5cyogZygUIjc395CiYDxOCx4JsXcw5/jGxsaDOsc7jjMm363DSX8zHvjwhz/M3LlzU58dx0mbhTAMA8Mw8Hg8CCGoqalJRSo/GMqhffQocfUBJum0blkWa9eu5cMf/nBGxM5QCCFoa2tj3759TJs2jQkTJgx6QThOM1JG0LRyhBh5O3S9b4ptqJdOa2sr69evp7i4mBkzZoz6JaBpGsLxYmhuTBnDkWBKB0fa9HkWSBKOSa8t8ei5lEQXs7/lACKnG0cIBF4QAdyaBx0HU5qYUsPAc0hrmyY05uecRK/VQ0O8Dl3oWI5NtiuH2b55rF39NpZlsXjxYnrNMFubttEUbwZAIvFqXhbmzifXlXvQxNa7I/V0JHqo8hVhSovWWCdtoouwFact0Y1HMwi5cwjoXjrMCK3xHvy6l6DRJ2hcLlcq7pGUMm0V4t69e4npNhFPF2+4OikI5CI0qI+2U+jJpsCT9e65Cgo8AQ5Eu1iQV0mFL5cN3XvRpc0kfz4uTSffHWR2djmtsSgdiQh7ejvoteKErTgaGiGPn4Rj0RLvpToQOqzVgkORKd/DpJCqqalJCdP29na2bduWFh4jmaJn8HNy7Di0Z5KBzvGWZdHV1TWkc3wkEhl1KhjLsojFYsdsKAYpJVOnTmXTpk089NBDXHDBBYNmBZJjZPJ6XXrppVxyySWHrFtNC44eJa4+oAyMXZXJKOcDicViNDc3Y1kWp5xyyqBBz7briEbuwjLfAhw0rRiv73rcnvNHVH9yoOj/C1pKyc6dO9m7dy8zZ86kvLx8TG3XNA3NCVDincu+8Gt0ms1IJJrQEDhIPGjCR4/VycptT0JDMR+Z+0Vet/9EW88bBPQCNM2F8e67p8fsIGz3UNgvLtXBKPaUcXbhReyN7KLb6iTLyCbXzGf32r3k5+cza9asPnEZlkyJTGRywVRaEq14hJsKXzkl3uJDHqfTDOPW+iyWbuFiRqCKls52eqWJLSVVvlICmp/13bUYuHm+eTNZLi+zsso5MW9SWjwpIQSBQIBAIJDKU7erpZ6Ndeuo7W5kc0dDX58aGrO85Xi190R03zSnRENjUf4kol09bI800GXFKPPlMjlQxLbuVrrNGBMCuehCo8eMs6W7mbZ4BAsbl6YzNVjICXnlGXVmP1LWov7CFPosJ0mxVVtbC5BmmfH7/ePScnUkV0cOh2EYwzrHJ62DnZ2dqb47lHN8b28vwDHtcwXw9ttv86tf/YoVK1Ywd+5cFi1axNSpU8nNzR3yvhnJvfR+BBE93lDi6gPGcLGrxpr771C0trayYcMGPB4Pubm5g4SVlBHCPf+GY+8G4Qc82PZ+IuFvIUQAl/u0Qx5joLiKx+OsX7+eeDzOokWLDmuwTPpzTcu6CNOO05L4PzQcNGEAPiAXISFsddJu1XLR0k/g9XoJtU1AsB4bB00CgnetXeDXs1KrEEdCtiuHuTkL0lICDcxDKIRAlzpTg5OpsCrQNR2PNjLrX7bLj+lYqc8ezUWllUdbtkW27sORko09tXRZcfJ0H+1mLz1WjLZ4L17dzQk5lcPWbSN5x2zBkxPk/OKFRM04zb2dbOiqZ0vTfuJNHfj9Afx+P52GxZTcUrKMvimLBcFy8sOCGSUzCRoe6qM9tMbDlPtyUoIuy+WhzJtN1LGY5C+gwBugJpifUWEF719uwWR4jIEpevrHiIK++9I0zSNmaR4N48WS1t85PhaLkZOTg8fjob29nbq6ujTn+FAoRCAQSBMWkUgE4JidFkyey0c/+lGKi4t56qmn+NOf/sSTTz7JrFmzOO2001iwYAGFhYWjDuSqLFej5+g/EYr3jeQ0oGmag1YD6rqOZVmHqGHkOI7D9u3befvtt5k6dWrKQXUgZmIFjr0HRB5CBBHCixAFIBPEogdPUZAkObDbtk1bWxsrV67E4/GwePHiw/4VmhRBbi3ACbn/D0ExpvQDBUAIx4FYPIYQgsry6lQwyQrvVIJGHra0iTo9xOwe4nYUt+ZhSnDBqCO/27bNO++8w65duzjxxBMHra4UQtAuenms/hV+v//v/G7fU7zcsoZeK3LIuif5S8l2BTgQayXumCSkRa+WYHawmo+VfohZwUkkbAPN8RKx+1boNce7OBDv4K2O3VjO8KK8MdZNY6yHcl8ubt0gxxtgSkE5s4uqcOdlIYpziHhgV08zXY0tJHY0sGXLFhobG7EsC58wyHX7MTQdS9o4yLSI7O3xKDu6W9nW2cz69kZWNtWysrkW8yBtGgtHw1qUTNFTXV3NggUL+PCHP5xKLtve3s6rr77KW2+9xa5du2hvbz8iP45GwngRV/1xHCflGD979mw+9KEPsXDhQvLy8ujo6GDNmjW89tprbNy4kfr6ev5/9t48TK67vPL/3LX2rat631v7ZkuWZVuyic1ijPFCwi84GTOOQ4jjGWZCDHbIZBscBpzAzICfMSEBQmISTMhAMgmQwWDAARt5k6x96ZbU+1Jd1bWvd//9UapSt9SSumUZxLgPTz+A+lu3bt2q/t5T73vecyYnJymVSrjd7kWrcD/+8Y+566676OioaR//+Z//ecHvHcfh0UcfpaOjA4/Hwy233MKRI0cWrNE0jd/+7d8mFovh8/m4++67mZycXLAmk8lw3333NYKz77vvPrLZ7II14+Pj3HXXXfh8PmKxGB/84Acb039Qq7zdeuutPP744zz//PP8zu/8Dul0mg996EO85z3v4eMf/zgvvfQSmqYt/XqeJlfL+XmjY6Vy9QaBbdvoun5e7ypZli/b5lytVjlw4ACGYTQqR+Pj44se37KGAWGBxqom3HZhW0NLer76xj46OsrExMR5NV2XgvmTiKIg0epez1j5VXTHwLFMTMtEVMAt+ejwbGw8rtOzmjW+axgpH8LGqs33OQ6t7l7W+6/lVfHQkqshdV8uURTZuXPnom7gCT3DYdckoVKFiBLAdCxeyhxlTs/xrvZfuOC1iKkhbo5exZ7sECk9j23bBG0Xb2rawoC/nZczp8gbOs2uAO7TInHbcUhoOSbKKaq2gV9cXMum2yYWNspZv293B3CLMleFOtFsk5jqo9sTQawYpNNpJiYmKBQKSJLEyZMna/ojjwuPqFAwNHyyStk0GMolyegV1gWbWR2IUjYNjuZmaXJ52BiutdqyWpWRQoZEtYRfVukJhOjyBpf9+fhZt+LqHlFer5fm5mZisVijhXj06FFM02xYPvw0M/2uRHJ19rTghcTx09PTvPvdtYpzOBzm61//Om95y1sa1hpQmyK8+uqred/73reoRulTn/oUn/70p3nyySdZu3YtH//4x7n11lsZHBxsfMF76KGH+Na3vsXXvvY1otEoDz/8MHfeeSd79+5tnOu9997L5OQkTz/9NAC/9Vu/xX333ce3vvWtxuu64447aG5u5vnnnyeVSnH//ffjOA5PPPFEY6+qf3mTJIk77riDO+64A4BvfetbPPXUU9x+++3EYjF+93d/l/e+970X9fZaqVwtHyvk6g0Ay7LQdf2C3lWXqy2YSCQ4dOjQOQLy8x1fFJsBB8exEeZpdxwMJLF7Sc9Z/9YWj8cvi7XDwvMTF2xYm4K3ktGnyFXnsB0DRa0ZhnZ5t9Du2dB4nCwq3BR7F/5slIP5vVSsCs2udq4KvpmgEl1y5aouyG9vb7+gL9ex0igVQWezu6Wxxi97GC3PMFqeoc/VdsHn6fW00umKkdCzHM9N87yZ4/uJQdqLs2iWDjjntNocB6qOgUc6v/FrWPHilVTyRoWgcqYVkTUq9Pui3BRbteDzWJENDNFECLtxknNU03lGihlenRrBawFeiZedIpooUHEsEtUivf4wHe5au1kVJSREjueSbAg1k9IqPB8fI6VV8MoK8XKR4UKG7bF2NkYuPEW58LVeOTqnOplxuVwLInrmDxLUbQvqROv1jOi5UsnVhc7pbHH8wYMH+au/+is+97nP8ad/+qfce++9XHXVVfz5n/85u3bt4vbbb+f2229f9FiO4/D444/zh3/4h7z73e8G4Mtf/jKtra189atf5cEHHySXy/GlL32Jv/u7v+Ntb3sbAF/5ylfo7u7m+9//PrfddhvHjh3j6aef5sUXX+T6668H4Itf/CI7d+5kcHCQdevW8b3vfY+jR48yMTFBR0cHAP/zf/5Pfv3Xf52Pf/zjjb3PcZwFgz51Xdxdd93FXXfdBcA//MM/kEqllmScukKulo8VcvUGwoW8q15rW7DeBpyYmGDTpk2NP/z5x1+MTCjqrVTLf4XjpHAIAxI4RQQcVPe7z/t8hp0nre0hX5xj4oSBIETZsmXLZSVWcG5ws7/ajW96M4SHkf02sqjS5lrD1aF3Ip814Zg3CpwoTVGyJEQhSEIr8MO5Z3EQFwQtLwbHcRgeHmZ4eHhJgvwZLYULeYGMVBUVbGwyRv6i5ApAFiVOlVLsyU5QQKfZsRkszFAyNRRBJq+XUSSFomGQNSpolklA9lM0NULK4hqOqMvH+kArr2YnqFgGLlEmb1RxSwqbQx0LPo9prcwP46eYrtQc3qcyKVLlImuCHXhb/bhsAaNcoZSrkteq6KKNITiUJY28ViWv60xVCmS1Ki5JZsDXRM6oktar9PnPiHnTWoUj2SQ9/jB+ZWmJAD8tzdVSsBjRW2yQoB7RMz093YjoqZOtyxnRc6lu6K8nlutzFQ6H2bx5M83Nzezfv59EIsGzzz5Lb2/vRR87MjJCPB7n7W9/e+PfXC4XN998M7t37+bBBx9k7969GIaxYE29Zbl7925uu+02XnjhBUKhUINYAdxwww2EQiF2797NunXreOGFF9i8efOC/fW2225D0zReffVV9u/fzx133MHatWuBM9FNi70/v/Irv7Lk67OC5WOFXL0BcL4/rvl4LW3BcrnMgQMHsG37vD5S569cxfAGHqNS/BNsexawQfCguv4dqus9iz5fqvoyJ/J/TllPYBoGSo8XMTsAwrZLOv8LoV65chyH8fFxhoaGuHrNW+nsfi9FK40iuvBJTQtudlWrSsWqsDv9PHN6kjZXO6Igno6uSbA7/TzdYt95b9imaXLw4EEKhcKi05WLISD7ME63H+tnYp8+vltcmkllRi9xKDdBUPFg4qZJ9RETA5woxnHJKrItMFzMUjR0VFHCJUk4lsB3Zo5wV8dV+OTFicr1TX0EFQ/H83GqtsGAL8amUAfd3jMZko7j8EpqkulKgT5fmKptcnIuTsHRqVomG0MtxCtFjpgFNnX00OcLk8hneTU1RbFc5Ycnj+KSVYJuD4YkEPa72Z2YQLMs+gILp6TCqpvxUpaMVlkyuYKffVuwjqU4tM+vzAwMDDQietLpdCOi53LEzMCVWbm6FO+t+RWclpaWJZOPeDwOcE4+aWtrK2NjY401qqqek5va2traeHw8Hm9Mjc5HS0vLgjVnP0/d3ysej/OJT3yC5uZm+vv70TQNSZKQJKlxD6iTrXr01vXXX8/v//7v84u/+IsXfI0Oy5sAvHK+ivzssEKu3gBYyk3hUtuC8Xicw4cP09HRwbp16867oV3o+IpyPXL4nzCNl3CcMpK8BUnqWnStZqUYzP0vytU5bMOP3xsAScPwHyFhfIcov77s13Ah1A1KDxw4QCaTWRAsHZEWVud0W+elzIscLx6jbJVIagmalKaGk7ogCDSpUVL6HCGpadFKXrFYZN++fXg8Hnbu3LnkrMX1gV5eZB8ZPU+TK4SFTbyaokkJ0ue9sBu96djkjDIT5TRFU6PX00Qaan0/oNUVomoZjFayFAwDRZABARmViMvPeCXDqWKSq8KLV9dkUWJLqINNwXZMx1o0UDlvaEyV87S6fEiCSFqroDkWLZKbvKlRNHU8skLVNqjYBpIk0RZuYp0EQ/kkE8U8fslNxTIQqxZy2aHoqTLpaERkhZDiom5d7zgOAsKyyNKV1hZc7rmcL6JnfszMfOfz5UT0XInk6lIc2ovF4muaFDz7ei3lM3P2msXWL2dNpVLhD/7gD/jbv/1bXC5XQ2fm8/kW/Lfb7aarq4sTJ04saY9ZaQsuHyvkagXA8tuCtm1z/Phxpqen2bx5M21tF247XcxHSxDcS7JdmMg8S7Eyi+Q0EQoGTuu0FATSpK0f4zj3X9aboK7rZLPZhqP8+aJKHMfh3+Z+yKHCQTySF7foxnAMEvosbslNTI3VXicCDg6CeG5bMB6Pc+jQIXp7e1mzZs2yXsc6fw8DRjO24zBejiMKIlE1xJubtxNUfOd9bwcLcV7OjJDQClQsnVktR0SpfXuvn53hWNTIlEKLK0hQcdUIklObBmx1BUhohYueoygIqMLiW47lOFjOGV2XZdvggECt4ucAsiiiijJFo6axEwSB/kCEvK4RL5eJ+oN0eP20ewIoNmTyOabnZjg4fIqcK04kGMTr81OUIeb24RFlUtUKQUVFucCNuP4+XSnk6nJkCy4W0ZNOp5mbm+PUqVMoitIgWk1NTRe8AV9p5KquMVruOZXL5UsyEK3vffF4fEGsViKRaFSZ2traGj5c86tXiUSCXbt2NdbMzs6ec/xkMrngOC+99NKC32cyGQzDoLW1lccff5xjx46Rz+cbgv3FMgZ1Xcc0TXRdX9JE9Qq5Wj5WyNUKgOVVrkqlEgcOHABg165dS0qRFwQBSR2mpJkoUi+qvHZZ51f3eBpOHEVulfG7gzCvTC04CpZTAGzg8kRxzMzMNG4011577QU365Qxx4nSEEE5hE/2gQMhJUxGT5HUkzQpTYiCSNbIEJRDhJxwg2zWcw8nJia46qqrzin7LwWSKDFgtLCt7VqyTglZlOhyt+A6LTZfrAU5Wk7xf2cPoVkmUdWHS1QYKSV5JTNG5+lrWLF0snoZAZmYO0DOqNCk+BrHnNPLFMzqBUXtS0FIddHs9jFdztMrq3hkFUEQKDo6XYqKX1YRAI8kY1g2VcvELclULROPrLA10kazy4flQLxcJuRy4Q4F2er3EFU9jGdSxMtlyjMZBN0g6/IxOjmDy+OhJRhic6yFVaHIeasCVxIupXJ1IcyP6Ont7W1E9NSnNo8ePdpwPl8soudKI1f1fexS2oKXUrnq7++nra2NZ555hm3batIEXdf50Y9+xCc/+UkAtm/fjqIoPPPMM9xzzz1AbX85fPgwn/rUpwDYuXMnuVyOl19+uRFJ89JLL5HL5RoEbOfOnXziE59gZmamQeS+973v4XK52L59O29+85uXff5LwQq5Wj5WyNUbAEvZiGVZplKpXHRdfUPo6upi3bp1S9pUTWuWnPEIbf37mc0LCCh41F00Bz6OJF5cgG6aJkeOHCGdTrN28y4mrL1YjoYk1KafHMfBETXcbEAQXjuxsm2bwcFBpqam6O3tJZVKXfR1ZowMVbtKWDn9rVSAFrWFilWiaBaJazMIgoBbdHNd5AYKMyUcx0HXdQ4cOEC1WuWGG2645LZE/T0OyX5a3bFzfp9Opxutn/prOZiboGzq9Ptq633AtnAvr2bHmBKqqOUkblllY7CDeLnEnFCibOkUTA2/7MKmRr7apSD9vqZLOu86JEHkmqYOcnqFU8U0LlHCwaFkGYQVNwVDI61X2BppwyurjBQyFA0dr6xyVaSZiUKeF2anUEUZlyRjOhYeWebO3rXc0NLFTLSdgqEhCiLHkwlGUklUw6KYSBCfmeb4+Chv7u5nS2c3Ho/nkp2sfxp4vVuU8yN64Izz+fkieq40QXv9S8ulkKvzVa6KxSInT55s/P+RkRH2799PU1MTPT09PPTQQzz22GOsWbOGNWvW8Nhjj+H1ern33nsBCIVCvP/97+fhhx8mGo3S1NTEI488wpYtWxrTgxs2bOAd73gHDzzwAJ///OeBmhXDnXfe2fA3e/vb387GjRu57777+O///b+TTqd55JFHeOCBBwgGg1iWdd4vA/MNh+s/S8UKuVo+VsjVCoCLV64sy+LYsWPMzs5y9dVXLyq8XAyO45Ao/B6GdQDHlhAJ4KBT1n9EqvgYLcFPXvDxhUKB/fv343a7a0HPqkQ+80My2kEkwYMgyJh2AcFxE3betqzXvBjqIc+WZbFz507K5TLJZPKij/NKPhRRQbd1XFKtdeiVfcTUFipWhR5PL01KlDX+dXR6unhFfIVyuczu3bsJhULs3LkTSZIwbBNZkC7Zg+nsjXU+Uazrx8LhMNFolIlyCr+8sM3ZpPro8URx50u8LbaRFm+YTk+El1Kj/FvyBL2eJiarGVJ6qTb9J8nc2rqeDk94Wee7GHp8Yd7RuY6T+RRprUwo0kNGzBHyBLEdm6sibawNxDiaSTJuFXAsAVtwmCwUyWk6fYEwJcvAsC0kR0JEIKy4UUSJHn+NxM+UCuRMg/VtHbik2vZXqVQ4OZfgwPQk5clpREXB9HkRPR6ikTAd/uCCa/yzxk+7UjTf+dxxHCqVCul0utFyMk2T4eFhWlpaaGpqWrb79+WGZVlLGuI5G8Vi8bzkas+ePQuqQh/+8IcBuP/++3nyySf5yEc+QqVS4QMf+ACZTIbrr7+e733vewtabp/5zGeQZZl77rmHSqXCW9/6Vp588skFJPCpp57igx/8YGOq8O677+azn/1s4/eSJPGv//qvfOADH+DGG2/E4/Fw77338j/+x/9o/P71gOMIOMsgTMtZ+/8qVsjVGwQXG/2/kOaqWCyyf/9+ZFlm165dy9o8dfMYmnEIUfDgODYIAiJubMemrP0Q04ojS4vrtSYnJzl27Bh9fX2sXr26cXPbEP4vjBW/RrL6HI5jEFI3U527Gldw3ZLPq46x8gleyHyPWW0SyZbxzTWz2XsdOzbdgCRJVCqVJflRtbva6XB1MloZIUoMVVQpW2VMx+TGpjfxpugvLFivaRrDw8OsXbuWvr4+hoqTvJQ5zqyWxi95uCa8hmsja5GWUYmb/x7PVnPsmxtj/8hxPJbI27dcR1+wmUqlQiqVIplMks8lSEga+GJ4vV48Hg+OUBOgtzs+Nvs7G95IV4U7maxkGS6liKl+iqZOm1vmbS3ruSm2ahlX/MJodftpddeqd1PiFHOWm429mwFQRIlXk9McSSfp8YXwKSqGbbEnOUNWr/KOrlVotoVmWaiiREarMFMusiV6ps1aNk1s22kQKwCPx0N3S23N1R09/OjUKU6lElRmKlQ1nYjXSzcCuVyOpqamn3mV5mcprhcEoRHR09XVhW3b/OhHP8Ln8y2I6KlXtSKRyE89oudSK2nlcvm8lie33HLLBfdPQRB49NFHefTRR8+7xu1288QTT/DEE0+cd01TUxNf+cqFkyl6enr49re/fcE1cGmi/hVcPqyQqxUA57dimJqa4ujRo/T09LBmzZplb1qmPYODgYAXqFL3ChBQcKhg2olzyJVlWRw9epREIsG2bduIxRa2uRQxyOrgb9EfuB/bMZAFHwcmDiw7eHpv9sc8nfgHNLuCgwM2yOFZXH7YzBY8+BaYiF4IoiDytuZb+X7yGaa1KQzDwC262RK4iusjNzTW2bbNsWPHKJVKdHd309/fz5H8KP88/RM0W8cve0lqWb4df5GsUeS21h1Lfj11cnWqmOBrwy8wnJzGp7jxhv38n7mDvFPczMZQB36/n97eXtRsC98Yf4WMXqU4V6ZqapRUhy5vEy14FtxM/LKLuzu2cLKYZLZaQBVl+n1RurzhZV3zS0Hd3d2wLQZzKYKqC99pCwVFlGhxe5ko5snqVaJuL165djPP6lUsZ+F755FlJFFAtyzUeTeekmHQ4fczks+RwWZr/yrk0/l9w7OzjCSTHDhyBBkWCL3P10J8PXE5BO2XC/XPXHd3rZ1qmibZbJZMJsPIyAiHDx8mEAg0rlcoFHrdz/1SScWlaq6uVFxOYrUS3Lx8rJCrFQDntgVN0+To0aMkk0m2bt26IApiOVCkfgRUHBbmWDlotQnBsywX6lUyRVG48cYbL+gqLQkuJOFMkO1yyFXOSPPj9L+i21VkWwFHQJIlTHTGyicYKh7g6tCuZQUsh5UI727/ZeLaDGWrTFgJE1VijZtvtVpl3759OI5DNBrF4/FgOTa7U0fQbYNuz+lWq+InaxR5NXuC7eG1xFxLM0YVBIFENc9nT/6Ak/lZOjxhOqItxNQA46U5fjQ3xOpAS8MKYWOogzu6t/FSZoScUcZr+2i3FDYYQRzK7Nmzh6ampoZGxK2qbA51sPny+rSeF2dfd9O20S0L11k3jYjLjShA3tCJumvDFYZlUTUNegPhxjrDstBMC8EROJ5O0RcK4ZZksloVgL5AmCNzScJuNwIwVy5TNgzcPh+ZmWlWXbWFqKyQSqVIJBKcOHHiZ1KludyC9teC+ntUv5HLskwsFmt8IdI0rdFCPHLkyIKInsXCky8HVshVbYLw29/+Nv/+3//7c66vaZpUKpVl5a6uaK6WjxVy9QbBctqCdZ2TqqoXJTgXgyoP4FXfREn/IYIItiMhYAAmftcvI4lnhNB1sfylVMnqeqKlYrxygqKRx7YdZEQUVYHTbuy6U2WyMtIgV8shbaIg0uE+t7WQSqU4cOAALS0tbNiwgUOHatmCBaNMUs8RVhZu6iHZx3hlllkts2RylUXjs8ee4UglTsDlJScaHMxOMeCL0eYKEa9miVfz9Hhr11wQBK6N9LIh0EZCK6CKEq3uELIg8sMf/pC1a9dSLBYbE2M/7QrE2XBLMs0eH6OFLCH1zGdSEAS6fSE002SskEMUwLBtVgebGAjUBgxSlQq7pyeIl4pUTZNMpUK6Wiakugm5XVzb2kGPP8ihZALDsjk6N8dcuYztOJiWxbSuM1Mq0dfVTSAQoK+vD8uyGkLv4eHhxg2rTkgDgcDrco2uNM8t4Lyv0+Vy0d7eTnt7O47jUCqVGtdsZGQESZIWVALPZ3Wy3HO6VHJ1KVYMVyJGR0e5//77ue+++8753bPPPsu73/1uCoXCkonoiuZq+VghVysAzpCriYkJjh8/fo7O6bWgOfAxxKKPjP5toIogeAi47qHJ/xBwplUWj8eXJZY/+/yXQ4KS6SSWaSJKAoqkNAwmaz5UtWxAWH5F7Gw4jsPY2BgnTpxg/fr1dHd3N47rOA6iIGLZNmVbwy+f0bIZjokkSrjFpVkc6LrOcTtDolog5g3iOe1FVTY1xstpgrL7tHHmuY/1yS76zxK2i6JIIBCgtbWVVatWMVvM8fLkMC8lh7FHj9IhulgbbWsQiZ+GiFkQBDY3tTBbKTYIVtUyqZgGb+vqp8sXZKKYx3RsOrwB+gJh3LKMadu8NDPJTLFIVyCILIoo2Qz7Zmcw3TYBSWUolcInKXT6g3x/dJiibtDs9SKLIplSCQkYy+W4urUN7+nqlCRJC6o08405JycncRynQRoul9C7nhV3pbQFL0au5mN+eHI9oieXy5HJZJiamuL48eONiJ665cOlRPS8Fs3Vcqo5VyLK5TKpVIrBwUE6OzsbHliqqiLLMm63m6mpKXp6epZ13JXK1fKxQq5W0IBhGJw8eZJrrrmGaDR62Y4rigGagx9n8NB1rFkXI9a0EUkMA7XNYP/+/QiCwM6dO5fkmbX4cyytclWfeiykqgTaQxSdHBYmkiPjOA6mo+MS3Kz2bW4c91LJlWmaHD58mEwmw44dOwiHw43fOcCB8jijo4eZrOTIGAV69DKr/DVh9Uw1TZenmR7vxYlmoVDgpb17iFNmVVM7SadMSiuiqDIeSSWtlzlemCWq+DmYmSFVrbA+2IJbunALy3EcxooZnp0d5sXkJJZt0+UNYrk9FByBgGxhnm6Pud3uRvswEolcst7DsC0Kur5ADzUfPf4Qb+tcxdFMgmS1TNjl5vqWTtaHY8iiSH8wcs5j5ipl4qUS7f4AsiiS06pMFQoEXC7cskJ3MERe03hlZpod7R1YjkPFNMnrGpbtIDgOvaqbimkxVynToyxeSTzbmLNQKJBOpxtCb7fbvaCFeCnE4UozNK3/zV3K+Yii2HCFHxgYwDAMstks6XSaEydOUK1WCQaDjWu21ErgpbYFi8XiJe8/VwqOHDnC/fffjyzLzM7O8pu/+ZsNUuX3+9E0jT179vCWt7xlWcddqVwtHyvk6g2CC21+uVyOAwcO4DgOO3fufE1twAvCaUJ01jSI1ezsLIcOHaKjo4P169e/pm/joiii6/oF18wncrfueCeBsszLmR9StcvojoaDgywqbA3dRL93feO49WrBcm4gpVKJffv2oSjKos7uQ9Ysz+knCYoBej0tmLbJcDlJyijQ6QnT7o5yZ/sNKItExcxH3dW9u68HeewUCDDgbaZqGWT0EgKQMUpUTBPZUXkuOYogwJpAM+/puoqAcv73+gezI/xzfJCRQoaqbeKWJPJmlVta+8kZGkNilTddtR0VsdHqGRoaQtO0hq7GFw4xa+nkDR2vLDMQjBBQFm/9DGbm2JuYYa5apmpaBEyLdYvkInb7g3T7gzXLBUFsuLqfD7plYdgW6unPV6pSRrdNwi4PhmXi4BDzehnNZclpGmvDTSTVMoIg4JIlgpLMTK6AIIBtL01/JwgCwWCQYDBIX19fQ+h9drbfcolDnVxdSZWrCwXCLweKoiyI6KlUKo3P1eTkZMOnrU5OzxfRcynkqt6y/HmvXDU1NfErv/IrnDhxAsuyiEajZLNZUqlUo5r6S7/0S/zn//yfgaWL3p1lVq5WyNUKuXpDY34YcU9PDyMjI6+rILcumrdtm6GhISYnJ5cUnbPUY1+owpRMJjl48CDt7e0NInez5y7a1G72539CxkgRVprYHvoF1vm3LjDcg+XpOBKJBAcPHqSrq4u1a9eecyM0bJNDxjQiAm2uCJbjsDW8iplqmoJZ4e0tO7iuaR3uC7ieO47D0NDQAlf3nvEDTJgVWqQIW8PdJLQiE+UULlFljbeDVb6auF63LQbzCV5KjfO2tsWd8pOOzndnjpPSKrgkGb+iYjsOM5UCe+amuam1h9FSjqlynjXB2IKbYrlcrmlqZuP84Ohe5mwDl8uN6nLRG2nizv71dPkWhlGfyqX53sQwBV1jrlIhW62SqRR5BZlAvIvtre3nkKj6FOHFEHa58SsqOU0j7HZj2DaiIFIydKJuT+M4kiBg2jb94Qhl06Q3GEIUBDRdY9hx6FAVmi6xtXe20Hs+cZiYmADOnUJcDPXP+JVSuXo9Pbc8Hg8ej+eciJ5kMsnJkydRFKVBtOZH9Fxq5epS42+uJKxatYqPfvSjfPe73yUQCPAXf/EXl+W4Do2o0SWvf6NjhVy9QWEYBocPHyabzbJ9+3aCwSAjIyOvqzdK3Tfq5Zdfbph0Xq7N7HztO8dxOHnyJKOjo2zatImOjjNhy5IgsTG4nY3B7Rc8bv04F8P859q8efOCnLH5KJhVCnYFw3bYn5mgbBmookS7O4SMRNWySWhFOj1hJOHcG5dhGBw4cIByubzA1X2D1ITsMRkvp05vhg4RxY+KhzWB5kbVRRUlgoqbQ7kZ3tK6ZtHKz6RdJamVaXL5SFSLOIBLktFtk3i1QMHQ63HUAFiOje04KKLU8EHab5URiXKV7EIrVyiWShwcPkUqPst7+jfQEo0RDAYRRZFDqQQVwyRTrVI2DVp9PnxAvFTgO+MnCblcrI1cWqs66HKxvinGq4k4FdPEsGxmSyXafD66AkFEQcCybUzbJubx0uz1kiiXGM1l8SkqxWqFqm2zPhojeBkE13AucSgUCqRSKeLx+AVbiFdaW/CnZWh6oYie8fHxRkRPU1MTmqZd0vX5f6FyZZomsiyzd+9ehoeHsW27MahUrzBerkrjCi6MFXL1BsH8P6ZsNsv+/fsJBALceOONqKra2LSXM3G3XJimyYlTx/F1Zom0K6QEG5d9HfIirZ/lYjFyVY+WqVQq3HDDDZe0cdZvHBfTXRmGwcGDBymVShd9Lo+kUrVtJowcbtzIgkjeMEhUCwiCjWbtwz87SLe3iXd1XkNU9TGYT1CxdAK2RPr4GAG/n507dy6oNPpFlV9u2cysopGo5vFIKhXT4vvxoXPOQUDAdpyav9cinjS6Y2NTM9v0yio5o4oiioiCiGnbzFQKdPlCRFUPz8+McziTQLctev0hdjR34ldUhgsZWjw+gi43+P0000xLtcpYNs1UPsvs9AyO4xAMhxkupdFFgbyuEfN4EQUBRRRRRBHNtBjMpJZFrhzHIV2pUDIM/KrK1pZWFFHkh6OjTObzCCbkyhrZShUByGka3YEgXcEgHlnmF7p7GMvlSJRLNKsqIb+PzbFLsyO5GOa3EPv7+zFNs1HVOnny5ALtUf1zdaW1BX/auFBEz9zcHJZloWlao6oVCAQuSCh0XUfX9Z97K4b6ezEwMMDg4CCFQoFQ6LV7p9i1cZhlrX+jY4VcvYHgOA6jo6OcPHmS1atX09fXt6D9dSGX9tcC27Y5efIk2eo41f7vklezzBRqpWO/3Mau2O8TUpY3vXI2zvbpqhPIUCjErl27Lkk8DEsjV4VCgVdffRXV56a62s/npr+H5dhsCvbw9pateM6axFMECdMRMBwbwbYoWDqGbaE7Boog0aKGcUkKJwoJ/uLks7gFFym9jFbVqBSKbG3q5j9cvRNFVmqB1uUsw4UUR8wMQa3EtuaBxvs6U8nz4twYaa1MWHaDIGA5Njmjwi80DyxaGQPolNy4KJI3qjS5PGiWSdHQqVgGftlFQHHxCy19PDszysHULEHFhSyKvDoXZ7yY59auASzHQT7rxutSVTxeL/2rV9PrD1EoFJibm8NOTjGcy1AWbFymhVt1Ydm1LT2gKuR0bdHzXAwV0+TFyUlGslmqpolHUegNBqmYJqogsqOtA8eBE5kUpzIZNsoxtre1sa4phuf05yTocrHl9NRqqVRiz9TUT+3bvizL52iP6lOI4+PjQE24XCcXr5tGcgm4UkKb50f0wJnJxHQ6zdjYGIIgLGghnt12LZVKAD/35Kr+Ge3t7WV0dJQ//uM/5jd/8zdxuVx4vV7cbjeKohAIBJbVoVgRtC8fP/u/ihX8VKDrOq+++ipjY2Ps2LGD/v7+c24WF8sXvBRUq1X27NlDfDaO3v0cujSHIvhxiWFUwU/RmOGV9P+qReO8BtQrV3Ud2SuvvEJvby9bt269ZGIFZ0JOz0eupqenefHFF2lqb+YHvjE+N/Y0z80dZXfqOF8afYY/PPIUKa2w4DFZo4xLkFEcmaKhYTgmNjactoGYrmbwyiqdnjCHslMMl+YI6QLeokl3tIVhscRzyZPYjsPT08f53OBP+MfxA+zWEzw5sY9/nTqKfboS2e4JclPzAEVTZ6SUrhGxYopub5jro+cntF2Sl2sjHRQNjUSliEuSEAWBoOzmto7V/Mbq7fgkF8cyc3T7grR5/URcHrq8AWYrRYbzGVo9PhKV0oLj1if8Wjy+RsVmYGCAd267lq6ONgSXG8O0SOYyTOeyeGwoFkqERWnJZq57p6c5kkwSUFX6w2H8isKLU1O8ODlJdyiEJIjkNY2oy0NYcdPp9bO9rQO/urjG7WftK+XxeOjs7GTLli1ce+21CIKAz+djZmaGF154gRdffJGhoSHm5uZely9HF8KVQq7mw7Zt3G43XV1dXHXVVbzpTW/i6quvxufzEY/HefHFF3nhhRcYHBwkkUhQKpUa5GopMgXTNPmjP/oj+vv78Xg8DAwM8LGPfWzBHuE4Do8++igdHR14PB5uueUWjhw5suA4mqbx27/928RiMXw+H3fffTeTk5ML1mQyGe677z5CoRChUIj77ruPbDZ7wdcOsG/fPk6dOsWTTz7JXXfdxfve9z7e+973cu+99/LmN7+Zf/3Xf12w/qLX9LSgfTk/b3SsVK7eIEgmk4iiyI033nhe0fr5InAuFXXjzGg0yuotMZ6JTyM5bkSh9rETBRlF9JLTR8kYp2hS11zyc9WtGA4ePEg6nWb79u2NlsFrxWItx/mByFu3buUVa4y9I6cQEYmqPgQBKpbGydI0Xxn/Eb/Zfyu+0xUst6TgIGA7EHPXND8ZvYTsONiOTUovYtoWBUNDsw0oa1RskY6ODlRVxa7k2Jsep8sT4fszQ2iWieU42LZD1TJ5duYE/f4om8K1QYG3tK2lRfVxMD1NxTbo9zdxVaiDsHp+cbYsiry/dysD4RjPJ8YomjprgzFubV/NTS19yKLIy4UpTNvGLStMlQqMF3JUTIOqbaFbFu9bt5VUtczJXBqfolIxDBRJYmdHVyOipo71kRjv7F3D/zaOMlUs4Pf5iJoWimGhmBb6+BS7k5mGr9b53NDzmsZwNkvM622QJb+q4lEUJvJ5RjJZRlJZdNvCoyhUTIMXJm1u6u1t+FedjTqpm0+yMuUKeU1HEUVa/D5k6adDMOoeV/39/ee0EOv2BaFQaMEU4utJDK9UcjW/KiOKYoOc1K9ZfXJzZGSEX/u1XyMQCNDR0cFzzz3HjTfeeEEz009+8pP85V/+JV/+8pfZtGkTe/bs4X3vex+hUIjf+Z3fAeBTn/oUn/70p3nyySdZu3YtH//4x7n11lsZHBxstHYfeughvvWtb/G1r32NaDTKww8/zJ133snevXsb53/vvfcyOTnJ008/DcBv/dZvcd999/Gtb31r0XOrP2779u189KMfRVVVyuUypVKJcrmMruvE4/EFFb6lwHGWKWhfUbSvkKs3Crq6umhpabngH9Plqlw5jsPw8DDDw8OsX7+erq4u5vSjINjgLNyIBWQcKuh28TU9p67rFIvFRrj05XB6ruNscqVpGvv378c0TXbt2oXX6+Unh7+L5diEFV/DqFNCQrcsnpk9wGS5wJZQD+9o20KLO0i7GmKwmiAsSCiihCrIFO0KbtGF7QjotklJr2AYJi5JprOzA/H0VJsqylQtg/3paU4VUhh2TUxeMCtMF3Q8VZU9c+MNciUKAhtDbazxRpfcCpgzdabiYyRtg+2hbtaFY2yLtS0IPFYlCQSYLhU4kk4iIOCVZYqmzmQhz8lsmnf3beBIJkm8UqQp2MSGSIxVwYWkN12tcDCR4FQ2wyp/lDZ3AFEUsMplvJbDu7bvoNPrJ5fLkUqlGBkZ4ciRIwQCgYa3VjAYRBAEKqZJ1bIIn/X+B1WVbKXKT8YmwAGXLGPaDookUNA0huZSbG0/d2rVsm1G0ln2ZwpkjgzR7PdSMU1SxQoVw0AUBVr8Pq7takeRJIqajipLNHk9F7WIuBScXUU7u4VYLpcbZGtsbKzhJfV6tRCvRHJ1MRPRsyc3v/vd7/K3f/u3/NVf/RXvfe97yefz3HzzzXzsYx/j2muvPefxL7zwAu9617u44447AOjr6+Pv//7v2bNnD1B7jx5//HH+8A//kHe/+90AfPnLX6a1tZWvfvWrPPjgg+RyOb70pS/xd3/3d7ztbW8D4Ctf+Qrd3d18//vf57bbbuPYsWM8/fTTvPjii1x//fUAfPGLX2Tnzp0MDg6ybt35g+qvv/76xmMuhKWTq5W24HKxQq7eQLjYH9Ll0Fzpus7Bgwcpl8tcf/31BIO1kfuQ0ouEGwsNOGPUZzoVZMFDWOm75OeMx+McP34cSZLYsWPHZd/sHcHhRGkGy5zFpUHq+ATRpiibN29ukBUTC3Aaok/TtskYZQzHAkQ0y+L5uSGmKhn+0+q3sss/wCuFcUpWFdGqOacrggzU2m/ZcpHJTAK/5KIt2twgVo7jkNHLbAl3MFHMkNUqRFQvSa1M2TYRDJucqfEv40e5sWUVq4PLn7AbLWT5t3IKKaUR9fmZrRQ5mU9TNg3e0tnfWNcfiBB1eXh5dhoBaHJ7qJgGqiQx4G/iaGaOHS2dvL171XmfK1ut8u1TJ5gqFAi5XdiOg2U5DITCrA83YxZL9ARqgtz5Aub5buh1K4Ompia8wSBuagL12DxDyKKuUzFMdMOiJ1QjYplKFQTY1t7GqUyWq9taz/kbOTA9yysT0xQMC9O2+cnoBIlCiW2d7fQ2hTEtm6lcnm8cOEbE40a3LBRRoj3kZ1tnGwH35SP5cPHQ5vqkZmdnJ7ZtN6YQp6enGRwcxOv1LnBAf62TwZcaNfN6YrkTz319fdxyyy18/etfZ3h4mKNHj/LMM8+cVwh+00038Zd/+ZcMDQ2xdu1aDhw4wPPPP8/jjz8OwMjICPF4nLe//e2Nx7hcLm6++WZ2797Ngw8+yN69ezEMY8Gajo4ONm/ezO7du7ntttt44YUXCIVCC0jSDTfcQCgUYvfu3RckV1CLwPnxj3/MyZMnEQSBjRs3smvXLrq6upZdzVwhV8vHCrlaQQOvtXKVyWTYv38/4XD4nEk2VfTTat/MlPA0VSuLJLiwqZl+rvLfjVs611n7Ypjvl7Vq1aqGcHW0PEFSSxNU/Kzy9SELl775J7UcT0snyE8ep2ppULXYFO7lAxtvWLCBXxtazbH8JFVLxyUppPUSml2zKzAdmCxnGPC3MFaaY392nAF3lGvkDkaVEj7ZhU92UzAqjJbTlCo6r+ZnaPWFWBuKkdLLVG0LtyST0SuEFDc3t6zhayMHMG2byVKBsmmcbl9ZIDjMVor80+ghHtp0E6q09D9zx3H4SXycom2y1RdsOFbPVcu8lJzi6mhrIxw5pLq4ub2Pl2en0GybZLWEKkr0+yOsDjZxKp8mo1Vp851fJHwsPcdUscCqSKRR6dFMk5FsjrZAiOB5bgJnu6Hn83nS6TSpRAI9kWDEMIj4/TSHQtiSxGypTIfPT07TqZgmtgNeRcYwbaYyeYoVnQ6fn7WxJqK+2uvLlCsMzaUIuVxYLoWwx40kCFiOQ65apSMUON0OdDiemGN7Vxvd4RC6ZTGWzuE4Dm9a1XtZK1jLCW2e3w6rO6DXq1qDg4MLzF6bmprw+/3LvuleqZWr5RK+YrGIz+dDFEU2b97M5s2bz7v2937v98jlcqxfv76xZ37iE5/g3/27fwfUvuwBjdZbHa2trYyNjTXWqKpKJBI5Z0398fF4fNEosJaWlsaa8+HkyZN86EMfYu/evUQiEWzbZmpqiu7ubv76r/96SVWtnyZM0+TRRx/lqaeeIh6P097ezq//+q/zR3/0RwvscP7kT/6EL3zhC2QyGa6//nr+/M//nE2bNjWOo2kajzzyCH//939PpVLhrW99K5/73Ofo6upqrMlkMnzwgx/km9/8JgB33303TzzxxIIEjcuBFXL1BsFSNs1L1VzNn0Jcu3YtPT09iz5fl/gOjLKIFjlA1UrjlVpY7X8nq/13LPs5q9UqBw4cwDAMdu7cWcsnHDnO34z/AydLo+i2gSxIdHha+Xedv0iza/kVHNux+fLYDxkS5nAqteBrt6pwyJjin6df4r7eNzfW3tq6ld3pY5wsxcmbFXTbRABEQcInBNBsi5FSkibVx0wlS7/Uwc2uXrpjFscLM1QsA7ekEtRdlA2bWDCCW1aZq1Rp9QTxyBJVy2BbpIubWlazNtBCqzuAaUPJME5bKtTfkFrl5rn4KHf3bGR9eOlZjWXTYLKUJyQpC97DqMvDyXyGmXKxQa4ANoRj7Ih1Eq8UCbvcBBQXQcVF1TRrnlfKhbeYiXwen6IsICAuWcZ2HDK6RnAJxFgQhAWams2axksjIxyYmmJkagrFcfAqLvwuF35FwREEvIpCoaoxVsljWGU6AgEOzswykc1xy6o+Wvw+clWNim7S7FJIC2A7DrplETjdYjRtGxGYK1UQRQFJlE67usu0BX3M5IukSmWa/ZfPmPK1iOsVRaGlpYWWlhYcx1kwhTg6OoooiguyEJfSWr8SydWlVNOWE9r8D//wD3zlK1/hq1/9Kps2bWL//v089NBDdHR0cP/99zfWnf0+LeW9O3vNYusvdJz6+/HHf/zHZLNZ/uVf/oUdO3YANVJx//338/DDD/ONb3xjWebNtiMgvI7Zgleyju1SsUKuVtDApVSuDMPg0KFD5PP5c/LzzoYsKQTL17J9w29hOlVkwY1wHiuACyGdTrN//35isRjbt29HlmVKpRKHXSdJFrKElABhJYjhmIyXp/nfU9/iP/b/GuIyn2u0lODF1BC6Y6MKEm7VhenY5I0Kz6eOcVf7dYTV2oYcVn18dMOv8vWp3Xxrei8mDiASFEMooooqOhTNKkWzil9xI1gCPkHhff07malmieczfOfQHiZties6VuE6TUoKhkZaK/Mfe29kbbB5gSt5i9t/ug3pIAgg1C2rHBEQmC7lmSjmWB++sNZuPmRRRBJEzLMUqZbjIFLznpoPRZLY0dLBd8dP4RUVArJaI2jFPGvD0XOc2M+GR5bRz/rMOY6D7TjIl/DZAHC7XNy8fj271qyhYhhYmsaLw6O8MD6BpFWZMy0ykkLGMNBth9WtzWxoacYtSYxlcxydTdZE6mItWse0LAQEZFEk4HIxVyrjd6uIgkBJ0xhPZSloOicTKYoVjY5wkIBbxbBsNPPyTt9eLjIjCEKjhdjV1YVt243q39TUFMeOHcPn8120hXglkqtLrVwt1Ybhd3/3d/kv/+W/8Ku/+qsAbNmyhbGxMf70T/+U+++/v0Fa6hWYOhKJRKOa1dbW1vDmml+9SiQS7Nq1q7Fmdnb2nOdPJpPnVMXOxrPPPstTTz3Fjh07GqkYkUiEv/7rv2bDhg0UCoVlkavXW9D+86BjWy6urL+KFfxMsVzNVS6XY/fu3TiOw65duy5aVq2TN0EQUUTvsomV4ziMjIywd+9eVq9ezZYtWxo2C2W7woySxCt5cUtuBEFAFRXCSpDJ6gxjlallPRfAyzPHKegVXEh4ZBVFrAUhg8CcVqBoVhasD6t+3tf7Vjb417DK249HCGI6p79pArpt4pFUrgp1N0TygiAgFwzSh4YpuETaI7EGsQIIKC5022S0lD4n7mUgEMUr186H+jdFR0A6TblMx+KF2XH+dWyQZ44c4MjxY8zOzmIYxnlfs0uS2dTUQtEx0U6THttxGC/maPP66A2Ez3nMtS0d3NjRg2ZbnMynSVbLrI9EeUfvaqSL3HjbvD7KukGqXK6dvuMQL5UIuVx0eF9bxUeRJIJuN5FQiJ0b1rFl1Sq6e/vY3NWFR5GpaBpNjk2bYVBMp6lWq3hlmaFkmkS+RLPfS9TnYbZUbtQFIx5PzebCgVylyoHJBHPFCqoo4ZJlprIFjsfnSBRKeBQZv+v8EUaXgtfLFkIURcLhMAMDA1x77bW86U1vor+/H8uyOH78OM899xz79u1jbGyMQqHQmKC8UsnVcs9pOdE35XL5nOPPj9/q7++nra2NZ555pvF7Xdf50Y9+1CBO27dvR1GUBWtmZmY4fPhwY83OnTvJ5XK8/PLLjTUvvfQSuVyuseZs1D8bfr+f48ePN86tLtHIZrNomrZsP68auRKW8VN7XD6fX/CjaYv71d1000384Ac/YGioZnhc17G9853vBC6uYwMuqmMDLqpju5xYqVy9QXA524LzMwlXrVq1qGfWYqjbJVwK6nE9uVxu0QpZxaliYaOIC8fpFVHBNE1K5kK/pQuhTuLGx8eRVHGRb2E1Z3O/fO7klSxKrPI3syc9Qo+3ialKlqJZxXJsFFHi7o5tdHubmMnNYNs2p06dYnh4mM2bN3MwO8hIMXXOuYCwqNlnrz/CmkCMZLmEiY1tC4CA0yhhweHULIPT0ziGydamVnYUi+hHjzYm7aLR6Dnj+je1dfPK8SPMVIokLR1waHb7uL17De5F9FuKJHFr9wDXNLeTrlbwyDIdvsAFtUZ5TeO58XFOpTNkSlXGszmavB6iXi9hl4s3dfUQqFTJVirnPcZyEHa7ubm/h4PxBLPFEgYijqgwEA7hF6BYLnN4cpp4RUNSFIxSmQ1d7Wxua6FQLHJCMxjNZFFEibeu7serqAynMpR1net6OshrGqZlE/SoxPMlTMfmbWv7CXsu73TexQTtlwsXayFKkkQkEsEwjJ+pieliuJTKValUWjLhuOuuu/jEJz5BT08PmzZtYt++fXz605/mN37jN4DaXvvQQw/x2GOPsWbNGtasWcNjjz2G1+vl3nvvBSAUCvH+97+fhx9+uDHx+sgjj7Bly5ZG1WXDhg284x3v4IEHHuDzn/88UGth3XnnnYtWWOa/7v/wH/4Dn/zkJ3G73Wzbtg2Px4NhGDzyyCPs2rXrHK3XxXCpgvbu7u4F//7Rj36URx999Jz1Pw86tuVihVytoAFJktB1/YJrTNPk8OHDZDKZZXtJXSxc+XwoFArs3fcqWU8RzzofR6wTbDbWEVLOtJxi7iguR6VslhcEHpetMm7RTatradElpmnyysF9HMpN4OmIoaZnqJoVDMvGsTjddnPo9jYTULyLHuPNLes5WUyQ1cv0eqNkjZoG603Na7m7cxtQ+8ZfKpWYnJxsTFVuE4oM5hJUTAPPaff1Oa2ET1ZZFzz3/MOqhzu617MnOYlu2KctIJwaGbQFPIpKsw5+2YO/NcJoucgN/V3sCjWTSqVIpVJMTEw03Kvrm3xAdfEWfzNSewumS8EjK6wJNRFSF95Ec1qV/bOzDGVSKKLExlgzVzW34L6Iaath23xzaIhXp2cQBQGPLCMLEqINV8Va2NXVRcjlbkwBng+245CrVEEQCLtd5xD8qmEynMowlSsgSyK9kRA3dHbw3eOnSGSKZAsV9pVqwnS3LFN1eXGLCj1eN3qpyPf27KM/HCTq8+KYNqZm0tsc4treDgIulSaPGwmBvqYwc6UyM7kCZcPEo8i0Bvxc1Xnh1s2lYDmC9suFxVqI9Vy/+k8+n2+0EEOh0M9sgrBuJPx6aq6eeOIJ/viP/5gPfOADJBIJOjo6ePDBB/mv//W/NtZ85CMfoVKp8IEPfKAhvv7e9763IBbrM5/5DLIsc8899zTE108++eSCc3/qqaf44Ac/2KjG3H333Xz2s59d9LzmP+6RRx5hbGyM//bf/hvRaBRRFBkeHqa7u5tvfOMbyybEDssLY66vnZiYaEyMA+fV8V3JOrZLxQq5egNBEIQLulxfrC2Yz+fZv38/Ho/nkryklqPpKpll9uQOcDhxlLnMHFrQpipqOHMADk8n/o33dNzJVaENALhlFwPVTkb9cdJ6Fo/kRrN1dEvn+sg1SxK0F4tFvvPqc/yAcSpecApQthyqloCMhSgAjoAoiPR4Ws8bHbMm0MoDA7/As4njnCom6Xf5uL5pgFta1td0OqUSJ06cwHEcdu7ciXra7HJncx8nCnPsT0+dtnAAv+zitvZ1tLoCvJKYJFEt4VdUtkRaGSlkOZhMoDgqom1jYyOJtfOzHQfFgIDfQ/vpb3vJaonD6VluaOlqTNrVtTZ1onX0dFXLMS06RZXutu5FN528pvGNwWOMZLP4VRXbcRjOZhjP53jXmnXnaLPm40Qqxb+NjGHaFrIk4VSdGslSZAqaTsh18Y1/KlfglckpZgslQKA94Of6nk5aA7UbZFk3ePbkKCPpLKokYtkOR+JJSlWd4VQat6wQ9XmZK5WZTBcomzoxv5cNrc2sa46iShIdhSL7xqaZKKZx2TaJyUlmZxPMJBLctmU9XlVpeJo1+33EfF50y2ImV2RdSxTldSAYP2u3eKDhnRWJRNA0DVVVCQQCpNNpjh07hmEYC6YQfT7fT+2c61/eXs/KVSAQ4PHHH29YLywGQRB49NFHF63S1OF2u3niiSd44oknzrumqamJr3zlKxc9J8dx+MxnPsMHPvABVFXl5MmTPPHEE9x///0cPnyYarXKmjVreOtb33rRYy1+/EurXNUzMy+Gnwcd23KxQq5W0MD5yI/jOA2Ra39/P6tWrbqkzXKp5Cpr5Pni6N8yUhyn6mjYHgfHdhAdmWYlRkDxkTFyfH362/R5uwgqtbZWf7WTDdENvFI8QMEs4pU8/ELT9by5eXF9wnzE43H2HTrAbv8sFQk63RFkUSKvlymjIzgybklCEWVcgofxYp7Zap5W9+Ibx5pAK2sCrZi2hSiIjRZZMpnkwIEDNDU1USqVGsQKas7t71t1HUei8YbGan2whaDs5rNHX+JkNkU9alkWRAzbxrJtPJJCyOdmrlzEI8l4JZmMWcHnduNvCjdItXT6MbbjcDiV4GBylryu0xcMsb29g1WrVqFpGul0mqGhIUZGRhgdHV1Q1aoT6kNzCUayWQbCkUZ+YMU0OJxMsDnWzPpo7LzX+uBsgky1Qn843NBkVQyDXFVjLJvDtO1zMgnnI12u8P0Tw2SrGi0+L4ZtsXdymuOJOd62tp+NLc2cnEsznMrQEwmhnHZPP5XMcGA6TsjtpjNce98iHjfT+QKmY+GTFQTLYTiRpsnvxbYc8pbFNa3NmIUC3d3d5PJ5Ts3O8Z3sbtpDfqpVmxOVKn0tMWRZpqwbqLJId+S1h+UuhitN42TbNoqiNHL9HMehXC43KlrDw8PIsrxgClE9T8zQ5UB9f1nuNSqVSg1T0Z9H5PN5/uAP/oAPf/jD2LbNAw88wLPPPsu11167qBHqsnGppaslYjk6tm3batX/uo7tk5/8JLBQx3bPPfcAZ3Rsn/rUp4CFOrbrrrsOuLiO7VKxQq5W0MBimivTNDl69Chzc3Ns27btNW1ASyVX35t5luHCGLpjgijAaUG445gk9BSSKBFRQqT1LIcLg+xqquWtyZLMjsDVvKn1eopWCa/kQRUvvJE7jsPQ0BDj4+N4V7WRS03Q7gojixKmY2E4Ni4UJAR6PW0EFC+KoDBeTnGqmDgvuapDnmf+OTIywqlTp9i0aRMul+ucrDEARZTY2tTJ1qbOxr99efBVjmeSDASbUCUJy3b44dQpHAduaO0iUSnhkWUc2YVu2zQ5IrrbjawoqKef37AtKqbJhnAz3x8f4YcTI9iOg0uSOJFNcziV5L3rt9DpD9De3s7ExAT9/f2oqkoqlWqQa7/fTzQa5Uh6rtbOm7chemQF67QgfV1TlJlCkfF8Hsdx6Aj46Q6FEAWB2WKxJs6fx889ikK8VMRxOIdYZStVclUNjyLT7PNyci5NulxhoClCyTA4mcyQrlQ4lcqQq1Q51ZnBtGy8qtwgVgCaZWED1rwcS6+q4lVU5ooV4vkiXkmp5Ttmi1iOjSyIeBWVglCrNLjdbmyXh7agj63NIdwTU+wZm+In09O43G6aQ0G29XfTHrx89gvzcSVUrubjbLJXzz30+Xx0d3cvaCHWK6N+v/91ayHWBmaESyJXP8+hzbqu43K5eOqpp2hubua5555jcHCwEdSsqiqqqqIoSuP/X0m4UnVsrwUr5OoNhKW0BeeTn2KxyP79+1EUhV27dr1m4er8cOXz3SCSySQvze5BkAUQQBZkdObpwBybnFHAJ9Vy8arWmemT+vFlUSYsXrxyoOs6Bw4coFqtsnPnTo7pCaw5C+W0t5LQ+E/tf/tlHy5RwXLs2mj+Eqcd6zq1bDbLddddRygUIp1On/NeTBRzvJKcJFkp0+71s6OllsF3OJOg2eOrxc0AlmMhCQKabWHZDmHVTbJSQjBrZDDS2ka+nEMWRKbLBSRBpGIarAlF6fGF+NtjB/ErKjFPTTNmOw4nsmmenx7nV9ZuWnBO800odV2vGXWmUszNxpmsVpFLtSkrr9dbI+eOw8lUmh+dGmWikCegqITdbtyyzLb2dt4y0EfU4yHoUkmXqwTdLmRRoKwbOA6sajpTztcti/3JDLuLR0iXK1RMk6jX07BIQIDhVIZMpULU60UUBEJuF9O5AkVNp9nvxbJtZvMlEoUSk9kCmm5gyQqGZTXadmXdwLZtwj4PiizV2pNVnalMkbagH48ikXVAM0xUWcK0bbyqSiwW46ZYjB1bNjE1lyGVSWOVSxQnRvnJ1Hhjg7+c1ZqflqB9qbhYJW1+C3HVqlWNz1A6nebo0aOYpnlZW4iX6hj/806uAoEAH/rQh/izP/szvF4vHo+Hhx56CEVRcLlcuFwuPB4PgiDQ3d3NRz/60eU9wTLbgizT5+pK1bG9FqyQqxU0MF9zNT09zZEjR+jp6WHNmjWXZUOXJAnHcRYlV47jcOrUKUZGRnC1uag6Rs1sXBAQHRHbsUAAQQDdNtBsHUmU6PZ0NI6xWMDy+ZDL5di3bx+hUIidO3ciyzLdVQu/7CZrlImoPiRBJKx6mTDKuFFQRblmFVDNEXX5We1vJV4p4JUVgsrixLNcLvPqq6+iqiq7du1q3GQFQVhwrvvnZvjy0D7SWm2sX7dNno+P8csDmzFtG988t3tZkFBFmZJZMw9d5QuRyWUpOBamKFB2TG7rXs3GSAsj+Qy6bbE+FGNLqJlT+SwFXWd16AyJEQWBqNvDyWwGzaplGS52g1NVlba2Ntra2rCaY3ztyEEMp9aSSCQS5HAYrVTZZ05T1I2aEFpR2NAcZa0/yivT03SFAqxvbmYonaFqGuR0vXEdVkea2Nl1pmJ3bC7DkXSOthaVVKlCtlrhRDKNKAh4VRmvopCpVAm4XIinTT69LpVmr5eTWppspUqmVGE2X0IWRUzLwjAdTNMiUSzhUxU00yJTLhPzeAgqbmbSeRRZJOLz0hkKEFBVDk3PkU4XSDnTSJJA0OumKzJPpCvLDLQ1M9BWGzpYrFoTCAQWVGsu9e/pZyFovxCW26ac/xlyHIdSqXRZW4iXMikIy7NiuBLhdrv58Ic/zPbt2/nud7/LK6+8wrZt28jn85TLZcrlMnNzc2QymcbQ0nLeu9fb5+pK1LG9VqyQqxU0UCdXR44cIR6Pc/XVVy86tvpajg/n+tCcnUeYLVZ4Nvl8TV3kOEiChI0FDtgIiAIUzRKbg+tY5etdcPyltB0nJyc5duzYOTYSbe4QN0bX8szsIaqWgVuqERqXoCAhMVaew3EEwoqHDYEuPnX430hqRVRR5rpYN/9f71ULSNbc3BwHDhygo6ODdevWLXjNoig2Kle6ZfJPo0cpGjprQ9FGhfFkPsU3R49jmhZH81nWR2KEXG5EUcCnqGT1CuVKBTtbYFO4maFilma3lzu7N1A1TWbzZTaH29ja0oZLrE2CSqdfq42DNK8vZzkObklcYJ9woSrnxlgzb+rtZ8/MDDlRQHCp5HJ5ipqJYoPi2HhlhappcjSRpM3vBxxOpDK8fVU/47ksg3Mp3LKCZVsE3S7e1NNDx+lvoZppcjKTxyNLJEu1qlVHMIBm2WTKFcqGwf7pOCICsiAwlS1j2w7ZYhXBBp+qEFBVXhqdwiVLOEDI4ybq85AolLEtm6phIYkCbT4/mmaiCCItfj8lXUcVJIJ+D4ZpM5EtoRsmcqWKadm4JKlRRVwM56vWpFIpDh8+3DB0rFe2PB7PRT+z89+TK41cXWpbTxAE/H4/fr+fnp4eLMtqkNLx8fFLIqWX4nEFtSr9/ArIzyOCwSB33XUXu3btIhgM8thjj11w/XKu00q24PKxQq7eQLjYpmwYBrquk8/n2bVr17I2/aVgPrmqm9rVK0jBYLCRR/gW900cL5xgtDyB7hgICIiIOIKI4whE1RBvie3izbFdC1zXL1a5sm2bY8eOEY/Hz6sfu6f7OprdAX6cPE7eqHBVqJseZQ22ICBEfQRkN7Yt8k9jR3Ach4jqQbNNnp46Tkor8+GNNyNAIw5o48aNNLe1MlXO45Jkmt21tsf8Fu1oIUu8XKDdd8ZvynYc8prGsfQpYoqfjFZhpjhGp99P1OMhpLpodpqYS6dRA35wyay3Q0RVHz8aG0M/LaTfPT3B/tk4/37jFhRgIBSh2eNluligy18LMNYti6xW5dbW/oZR6cU+K7Io0h8IM5RIkylWkQQB3RQIur34FYVkqYQkCrhsk1xV48DoGD3hEFm3B1UUuWPNGtbHYkwXiqiSRG84RM+8qaKqaaKZJo4DuWqVkFsFQUCVRCRRYG1zE4lCCc2ySKSKCI5A0OUiWSgxPJemIxzg2nXtzOSKhE5nAoa9boIuF6fmMuA43LKuD1EQ+O7Bk0zlC/jcKo7jYJgmI8kMYa+bvqYwO7qbGY7PISkKjgxz+TK7T4zzS9s3LInonF2tKRQKJJJzzMTjDA0N4fF4GgQiEolckKxciYL2y3U+kiQtCOee30I8cuQIpmkSiUQaa7xe7znX/1IqV/UKmte7uLXKzxMMwyAajfLYY4+h6zrJZBLHcRp6K0mS8Hg8C3JflwRHWF6rb4VcrZCrFdQQj8c5dOgQANddd93r4lNTJxWWZeE4DpOTkxw/fvycClJUbeK3B36T/zv7A3an95zOCVQIykFujt3Arc03IYvnfnQvRK6q1Sr79u2jYOlUVzfxzdwQ4cokN0T76PCGG+tkUeLW1s28rWUThlPTXw0ODuI4Dht6NmA7Dn9y4HtYtk2vv9Za8+PCLSkczsxwND2DOZEgm82yY8cOjlZzfHbvD0hUSiiCyIZIC7+66ip8FzjXTLXCwdQs06UCDg4+0aA/EKZsGqQqVdaFo2yxVVpMm44bb6AkCfhkhRNDJ/nm7CQd0RgRd40Ya6bJwblZXo5HubG1g6Dq4p39q/mXU0OcyKVrxFUQ2BiNcVNnz4LzuFDl6mQqzTcHh6gaJgPhMCXd4PBsAstxiHrcSKKILMsoikK1IqC43DWylEnz3HPPNSo3fW2ti97UfIqKT1VIlUognsk5rJpmLbsv4KfJ46Ej6Ofbh04giSIhrxvdtAi5XUiOQLJYIex20x8NY9kO2XKVpF5CFKAv1sTVnW0cm07iVRX6mkIcnkwSzxYxLAvbgVypikeQkQIqubJBxAUuRaKsGbx8coqNHc2s71iaf1r9ek6nCwzPpsmVDLzuCD3regnINtlMhqGhoQVhytFo9BwN0pVYuXq9yN75WoipVIpTp06hKMqCFqKiKJfcFiyVSj/3lSuomb+apsmzzz7LN77xDRKJBLIso6oqXq8XTdO45ZZb+I3f+I1lfZZe77bg/4tYIVdvcNi2zeDgIFNTU6xfv37RCbbLCUmSGnmEc3NzXHPNNUSj53pQhZUQ93a9m3s638VoaQLN1un2dBBUzi86PZ8DfD2L0I54+b/WLJMTQ6f/+B2+M32E/7DmTWxvWkgsBEFAFeTGceuRMWVTZ7ZaOMdQ0yerTJey/PjgXrZ7W9i5cydHCyn+ZvBVTMcm6vZiWDYvJibIaBV+e+21DfLSFwjT5g0wUyrQ7vVzNJ0gXSkDDn5ZRXRgplxkS7SVULWCmCrSH+tk203bFmhSntcOU7WsBrGCmh7ILcscnpvlxtaaPu2qWCttXj/HMyk0y6TF42N9UxTXPPf1i226e6ZnKBsmA5EwAEGXi3a/nxPpDLbtEHC5yGtVLNvBtG1cLpVr+3p517q1YBikUimSySQnTpzA7XY33OLrGXayJLI+GmYqk8OybdLlCqokka9odIYCFDWdvkiYVdEm+pvmUBWJoqYT83poDfjRTZuCphN0uzgxmyZTqlCs6uimhWHZtPn8WLaNKNYmy7yiSLGsoYgiYY+rZhrrOIykMxRKKoIATf46YbWQRZGjU0n6myML4oouhIm5HC+fmMRxwOdWyRQrJLJFtva3s37dugVO6KlUipGRkYYGqd5C/H+5cnUhXKiFODY2xpEjRwgEAqiq2sjSW855/bxrruAM8d67dy8f+chH0DSNG2+8sZZQUSqRTCaZmZlpTMUtq6X7Olsx/L+IFXL1BsLZN8xKpVIjHbbNzp07cbvdHDly5JK//S0Foihy8ODBhsD7YhOIsiCx2t+3pGOf7QDvOA5jY2OcOHGCtWvX8vel40yksnT7IkhCTfM0Vcnx5PCLbAy145EWL5XPr4i5JQW/7CKtlQmrZ0hMvlKmXCzR1r6KHdt2IIoi/zY4QsUyWRU87WIvg1dWOJVPcTibaBxTlWTe3beRLw/t40Aqzly1jCOC5IhEFA9uSSGrVRnPZRCqVYRIMzt27GjotvTTk2/z31/LtklVymiWVYtmOatK1uL10XKR7L7zVa4MyyZerOX/zceW1lYm8wWmCwWCbjeiIFC1LbqCQe7dsplrOzvwqyq4XPj9fnp7ezFNk0wmQzqdZnBwEF3XCYfDRKNRenwerm+LMmKLvDI6Tb5cxS3LDFdN4mqRFrePkbkMbllmfevCFm88X8SjyKxtbuJvXzhArqzh96i4ZInmgJdEvsTJ2TQA2VKVo5MJdMOiPVKrXpR1gyafm6lUnslciYGQC9uBsq7jONAfi1Co6OQrGs1LIFemZTM4NYcgCLRFal8Qgl4XmWKFkzNpelvCeFTlHCf0bDa7gECoqorL5SKXyxEIBH7mROtnRfbObiHW/dkmJycplUo899xzC6YQF2sh1lGviv28V67qZOkHP/gBkiRx8ODBRvbqYvhZuei/UbBCrt6gSCQSHDp0iLa2tkaeU/1maprm6+KDMjs7i67rRCIRrr766su+Kc8nQXVhfjqdZseOHRhumeP7Z2lyeRvO6oIg0OoOMFstcCwX55qm7kWPO6EV+fHcKE+9MkmLx0+PN8JUKXuaYLnJFPKM5lOsj7Rx59YbGq9rvJgloCy8jqpUE1fPaRUMyyBeKtDq9bM11k7U7eWLR/dQNiYIyi6S5fKZsGbLJlXN0x4IcePamtbnpelJnp8YZzyfQxElvLqO5MBMocB4Pke2WsVyHCqmQUh2ka5WiC0xDPlCth2yKOBXFRKlEnCGYIqCQKvXBw5UTYM2n5839/fxzrVriJwnY0+WZZqbm2lubm4YUNajeTKZDGFBYIsvwFzAh+b3IyKQKpYoVXR+PDRGe8hPulzBpyp0N9XsN0zLpqjpbO9uw6ModIQCrG2tVUf9LpWQx8V0tsizx0ZwSRKGblKoaBSrek347nMT8XloDfnJV3SsQomiZpEqlvEoMqtaIgS8KuWqgSwt7TNc0Q0KFZ2gR13Qjgl6XcQzRYoVHY+6kNyLongOgTh69CiapnHw4MGa5m+eMP5nkfF3pVTSXC4X7e3taJqGx+Oht7eXdDrN3Nwcp06dQlXVBbq2+ZojXdcxTfPn2ooBznx59nq9C0LtLwdWBO3Lxwq5eoPBtm1OnDjB+Pg4mzZtoqPjjJWBIAjLiqi5lOd0u910dnaesyGbtsWL6UFezZ7CdGy2hHq5KboRj7R0kldvC9btD+r+XC6Xi3ilZmYpsvB5RUHAdhxMZ/HXvD81zV9NHSKtlYmJIU4Vajl6vf4oKb3IkcQkWDZbW3v5j5tuQp3XWmv1Bjianp3PPzBtm4pp8OzUGDP5BD968d/oD0V49+oNrA5HubN3HZP5Ah2+ADhJ5iplHNOkZBiEPV62tHVyfWsXP54Y438fO8J0sUBB16iaJpZpEVIUpo0ZSobRsG/o8AcoVHWeHh7mvZs2v2bNjiAIbG1v49uDQ0xkc4gI5KsaQ6kUqiSzpbkF07JQZZn10dh5idVix60bUPb09DA6OkoqleJIroJRLBFTRWY0G8GC3kiQgm7QHPShmSZDsykMqxanY1g2A7Ew61pjjCSzuGW54ZhequokcmXmciWS+RI3rOpie38nJV3n1GymRq7cLtpDfkzTQhFFtrQ3oWkaG9qbifhqFbnpTJ5VrVHC3qW9topuEE8XGCpX8blUmsM+WiP+mhu9JC6JpNW9ioLBIAMDAxQKBVKpFDMzMwwODuLxeBpEq95efb1xpZCrOizLQpZlAoEAgUCA3t5eLMtqVABHRkY4fPgwwWCQpqYmCoVCYyJ6qeRqamqK3/u93+M73/kOlUqFtWvX8qUvfYnt27cDtUrYn/zJn/CFL3yh4cf053/+52zadMZDTtM0HnnkEf7+7/++4cf0uc99jq6ursaaTCbDBz/4Qb75zW8CNT+mJ5544pzQ+jrqf9e7du3ilVde4Ytf/CK/9Eu/VJM4qCqyLCOKIqqqXtoesNLqWxZWyNUbCJqmsWfPHgzDYOfOnYtuJou5tL/W5zxw4AC6rrNz504OHTp0jpDbtC3+/NT/5cXMYMOg8+X0EC+kBvndtb+IR1pahqEkSRQKBU6dOkVnZ+cC+4MWd4Aub4Shwiw++czmktJKRBQPawPnWk5Yjs03Rg9RtAw6ZC9Rb22aLV4uMFcu8XYnQtUb4uoNG9kU7TzHWfzm9j4Gs0lmygVi7lpMy2g+S66qoZoV3IKIV1Y4NJcgWSnxyDU3siXayupwE4OZOdo9AYxSmYRlEfR6+P9Wb+JX1mxGFSV+ODZCVqtS0g38ikrU7SVVLJDTDVQHwoqbsmEgCyKCAaoicSw1R7paJbqEKdCLGc5uaWnmuVNjvDQ+TcXQKeoGoiBwU28rPaeJTLxQ5Cej46xrjuJ3Lb8SKopijVCE3AzIblwijA1PoggWuUyagmGRkAUGohHmqgarm5sQEGgJ+NjU0YxHVQh5XUiiSEU3mM0WmUzl0QyTeK54elKylse4pjVKplglU66SLVXxuhTmCmV6mkK8bXUrR8dnsGyLeK6IJIp0R0Nc09++pJtUqaqz/1ScYkWjUNFqE5BTVTLFCn6vi/6WCJWqwYnJOUpVg6aAh97WMGH/ue9TveolCEIjt62/vx/DMBrt1ePHjy/I94tGoxdsi10qHMe54sjVYjoiSZIamj4400JMp9P85m/+JuPj48RiMb785S9z++23XzDeK5PJcOONN/LmN7+Z73znO7S0tHDq1KkFhOdTn/oUn/70p3nyySdZu3YtH//4x7n11lsZHBxstB4feughvvWtb/G1r32NaDTKww8/zJ133snevXsb53/vvfcyOTnJ008/DdScxO+77z6+9a1vXfC1Hzx4kH/6p3/iX/7lX/j6179OW1sbLpeLQCBAuVzm/e9/Pzt27FimoH2lcrVcrJCrNxCKxSIej4ft27eft2R8OStXmUyG/fv309TUxDXXXIMsy4se/5XMSV7MDOKT3I1KlW6bHM2P88PkIe5ou3g2luM4FItFCoUCW7ZsWVCRg1qF6p6ea3hi6N8YL6VxSQq6beISZX6x+2rC6rkTa8lKiYlSrbWXqlTJ5FKoooRXEJnIJRE62/j32288783lhpZuslqFpydOMFnKIQsSflnFkQTWhmNMFasEVZWgy8WJbJqX4pPcvWo9D2zazv8+doDdIycIqS5u6F3FnQPruSpWCxYdy2XJVCuUdB1FEnCffi/dkkzVtChoOqIlEHK5kSWRom6Qr2Zp8Xso6TpeWcEtS6/pZnsimaZQ0dnW0YrlOByZSeLgMJUr0BYM4FMVmn1extI54oUiq11NjcfOFcscnJplLJXFJctsaIuxubPlvEHHLQEfE5k8/oAPxeXCryqIgoBVKOJWZLKpFHOFMierFWxJZcztJp4pcE1fB+3hAKtaIrx0apKZdAGvS8ERIBrwUKwanJhJ4XcptIeDXNVjcmgiQcUwsGyba3rbuX3rGsRyAU9XlJbufkparX3XGvJjWjajsxl0wyLgddES9lGq6miGhd+jNtp8gxNJjo4miHjd2JaDYda+XIzOZrl+fRdBt8oLR8exbBuXIhNPF5lM5rlufRfN4YVt3PORGUVRaGlpoaWlZUG+XyqVYnh4uDFZF41Gz2mLXSrqX5KuJHI13+blfKi3ENvb23nxxRf5p3/6Jx555BH++Z//mUceeYTOzk6+8IUvNCJT5uOTn/wk3d3d/M3f/E3j3/r6+hr/23EcHn/8cf7wD/+Qd7/73QB8+ctfprW1la9+9as8+OCD5HI5vvSlL/F3f/d3jef4yle+Qnd3N9///ve57bbbOHbsGE8//TQvvvgi119/PQBf/OIX2blzJ4ODg4tGtdTfh1AoxAMPPIAkSczOzpLJZKhUKhiGwejoKHfccUfjXJe8B6wI2peNFXL1BkIsFiMUunAszOUgV2cLyXt6ehp/xIsd/2BuBMuxF7QAVVEGBPakT16UXBmG0TAh7ejoOIdY1XF1pIv/svE2fjB7nNFiimZ3gJtb1nBNZHGtlSyKGJbNWClH1bSQbR3btsC2ibg8rBlYdcEbiyAI3N6zjhvbepko5nBJMk+PnuTV2WkkUWhcK0kUUUWRyVIeACtXYG2qxK6NO+jo6SHm8TYCjqGWwycLIlXTwjWvnWThIIkCtmmDQKNa5JZlpvJ5pvIWX9l3CNtx6A4FubG3m9XRJhbDxSpXR2aTiCI1Y0/TYlTNAlA2TNKlMj41hO04iIKwwJh0rljmH189yslkBo8sI0kCo3MZZvMl3r5p1aImpuvaYuwZneGV4SlmswUmLRu/10V3JMja7jamswUUJ0/OBLelUcxlGZua5vjwGHdes54b+jsYTWRJZku4ZJmw103E5+ZUPE26VCFdqtLVpNIXC2OYNpu7W7i6t42Yv1btGS/lEQWhIXYHSGSLvDQ4SSpfBmq+ZJZl43er2A543QprO2O0hn08d2i0QeyKZQ3TdmiPBgh6A/REQ0wk8qiyRFMw0HjdU6k8J6ZSxEILK05LuSGene9Xn6yrTyDWJ+vqLcRgMHhJRPtKJVfL0Z5JkkRvby+KovD973+fcrnMj3/8Y9avX7/o+m9+85vcdtttvOc97+FHP/oRnZ2dfOADH+CBBx4AYGRkhHg83ohWgRqZu/nmm9m9ezcPPvgge/fuxTCMBWs6OjrYvHkzu3fv5rbbbuOFF14gFAo1iBXADTfcQCgUYvfu3YuSq/rf7Hve8x7e8573XPS1L+99E1gQBrqk9W9srJCrFSzA/AicS4Fpmhw6dIhcLseOHTvO0QfMJ1eaZfDjueO8mBomp+m4hApBxb3wBnuRr0CFQoF9+/bh8/lob794m2Z1oJnVgaV5E0VdXnTLJqcbuBGRrVp0T0WEKg6d3ovnFwIEVTebmmobfotnBsO2Gz4wNf8YB8O2ibm8nDx5kpGREa666ipaW1sXPV6zx8vGWAtH5pKUDAOPopzWcpkogoBLlJBFkWy1iipJaFbNkNNwBAqajt+lcmg2yXguz3uv3szAvDy/Oi52HYua3nApd8kSUa+HiVweh5quzHFqVazWgI/O0BlS8m9Do+w+NYEiSmQEkESBoNvFgck4Gzua6Wk695oapoVt2ZimjVdVSBer5IpVmr0eRuaypAoVCmWNWLSJWNBLk89NuVxmaDrB7kOD9I+eQssa9ARcdLdE8Z9ukRmmzf6xOJOpmh7PtG3Wd8TYtaYHr2th9WP+9TBMiz0npsgUK3TFgoiCwMHRWYZn0mzsaWF1R5RCWWPviSk8qkKmUEHXTXKFCqZlYzsOVc0gEvCQyNbE7G3RAPlSFcO0UJUaAZzLlajo5oJzuZRswbMn66rVaqMtNjExAdD4fTQaxeVaWhv+SiVXy9Wazbdh8Pl83H777eddOzw8zF/8xV/w4Q9/mD/4gz/g5Zdf5oMf/CAul4tf+7VfIx6PA5zzt9va2srY2BhQ8xRUVZVIJHLOmvrj4/H4oukYLS0tjTWLof45LRaLvPLKKyQSCbxeL21tbaxevfqc51wyVipXy8YKuXoDYSnfTl+L5qpQKLB//37cbveCHL35qJOriqXzZ8e+yaH8OFXLoGpZTJbzBBWNbm8I07FwcNgeWX3e55uZmeHw4cP09/ezatUqTp48iaZp512/XDwfH2Mil8e2oIRNybJRZYGgrOKT3JzKp2n21DZl23EYyWWomCY9gRDB0zcox3E4lEzw8swkGU0j5HLhlmQmijlMx0GzTObKFYKqC38mz5SW4oYbbrjgWLggCPzSuvWM5jI8NzHOZCGPS5RQRQmXAz6fl/5QmLlKmYph4pUVCoJOSFXoCAaQRZGI281wJsML45OLkqv6uZ8PfU0hxjK5RnWqvylMrqoxky+QLlex7Awxn5e3runHdbptaVgWPx4aw7IdWgMeRFFANy3SpSqaaZIslBYlVwfGZ5EEkbduGKBqGBQ1nZlckVSxjK5Z6BWTStVkMp1jJluguynIqrYmOlpaiAQ87NwygHZoiBcGx5kcH0cURfx+Px6Xm/5YmA1dzTT5vTQHvfTFwuf4Vp1dLUrmSszlyrQ11awQihWNYkUjFvJRqGgIAkQCHsqazsvHJxCAiUQOXTeRJBFZFqlKBi5VIluo2WQcH02SL1WxTgvcPS6FzuZQI66ojsuRLeh2uxsVXtu2G8L46elpjh8/js/nWyCMPx95qpOrK8nU9FLIVbFYXHJgtG3bXHvttY1omW3btnHkyBH+4i/+gl/7tV9rrFssO/Vixz97zWLrl3KcVCrFxz72MZ555hlyuRyapiHLMrfffjsf+9jH6O5evFJ/4ZNjhVwtEyvkagULcKltwXrQc19fH6tXrz7vBlCf6Pth4ggHc+OEVS8xVSJezVIwK2SNKk7ZwivLrAt08ubmLeccY77x6fz8w+UEN18MqWqZvzm+D8O28SLW9ha5ZlfR5gpj42CfJh9j+SxPHtnPcC6DaduEXW5u71vNHQNr+c7wCf5x6BhV00KVJKqWgUdW8LoUxi2DYjaNT1FZpQtEfBLbd167JBuMqMfLR990C/96YojnJsYp6jpuy2KV24vh9TOczbClpRVFFBlKzjGZyuADpicn8Xo9eDweAqrKeC5fm1g76wZaf/8ShRLJYhm3ItMbCTWm2q7uaGMwmeLUXIaI11173R43a2JRrupoIeR2sSoaIeI9I8qezOQp6QZeVUY83RZVZQm3IpEpVxd9nYZlM5srEva6EATwqAoeVaE54OOV4Sl03aQvFsa0bWIBL5phMZHJEw14qRomQY8bt9vNDRvXUrBE4rkibhGKpTLT8WlCCjS1KHSqLpq8Cqq88MZcrOgMTqWZSGaZNTz0toQQxdqEab21qxsWpmXjc6tYtoNtO0hirSqZLlSI+d1IAkiSiCCApplYkohXqRleZnIl4ukS3S0hVEWmohmMxTO0RHy41AsTvdcKURQJhUKEQiEGBgYwDKNR1Tp69OiCyJloNIrH4zkT0XRa/3UlkatLEdiXSqUlG4i2t7ezcePGBf+2YcMG/vEf/xGAtrY2oFZ5am9vb6xJJBKNalZbWxu6rpPJZBZUkhKJBLt27WqsmZ2dPef5k8nkeSva9df+yU9+kqeffpoPfehD3HrrrQiCwJEjR/id3/kdfvd3f5fPf/7zF5WHrOC1Y4VcrWABltsWtG2b48ePMz09vaSg57rR5yvpUwjUtVXQ5g7jM10ktQJB2c97e3fxC7FN+OSF+glN09i/f39j4nH+png+h/ZLwZ7EFIlCDp8NZVHEhYBH9VAydGZKBdZGYqwLxygZOp/b/wqj+SztPj+qKDFXLfO1ocMgCPzf4RMookTX6Qk607Y4lpqjy99CwVEoVR3SmRwH3R6kiMlq06B5CeSqbBjsmZxmOl2k3xthVXeEdseCapXWVav434ePMJrLUqlqJDMZwqqLrX19iI5DuVwhl8sxUyzT7PMyMTZGLBbD7/c3bpSmbfPsyCST1VGKmo4sinSHg9y5eS1tQT8xn5d3b9nAnokZhlMZ3KrM9d2dXNvdgVddXFCsmxZht4tspYpuWqinyWrFMFEliY5wANt2mM0XKVZ1soUKigAuRaZY1TAtu6bhEgVMy6ZU1WkN+GmL+InniqSLFUJeN2bFYmwuS3PIx+q2Wiss7HPz1s2rODaV5ER8jlJOoykUJeBSGczY5PVZfKerWvUWmcsb4IXBKY6OziEJDuOJLCPxNP1tTXhUmXxZI+RzoyoSiiSRLVXpjAYbBDRXqqDKElXdRBREIn4XDrXpQa9LQZEE0vkyXpdKNOyQK2sI1CqvnbEgIgIVzcAzry34ek/nKYpCa2srra2tCyJnzvaLikajKIpyRbUE4dIqV8shVzfeeCODg4ML/m1oaIje3lqAfH9/P21tbTzzzDNs27YNqPlo/ehHP+KTn/wkANu3b0dRFJ555hnuuece4EwV/lOf+hQAO3fuJJfL8fLLL3PdddcB8NJLL5HL5RoE7Hz46le/yv/6X/+rIagHGBgYYGBggLe+9a1kMpnlk6uVbMFlY4VcvYFwuduCdYd3x3HYtWvXkoJPJUlC0zRsnAWaR0EQCCpeKpbBtZHV3N62/ZzHZrNZ9u3bRyQSWXTi8WyH9kuFbdscHx1G0zTWRFsYymcoGRqOaaDZFjYOv9i3kajby0+mxhkr5OgNhhqGn+2+AKP5LP86PES+qjEQrt3gE6Uio7kcOa3KaDaLajr0uRxWt7Yhu10cTib4+8OH+e0d113wvaqaJn+39wD7Z+K4Tt9Ijswm6HG7uKU5QnsgwAeu28ErJ09y6Pgga7Zt48XTU3vdoRDhsAvR4yGgutjZ3kqxWGR8fHzByPqxVJ5XU3l6mmO0+n3olsVIOss3Dw/y69dtRZUl2gJ+7ty4BtO2zxGuL4ZYwEt3UxAxI5DXNPLVmqLOsCyu7+sk4FL5v/uHGE5kqBomWrlMzCPR1dnJKycnERxwKzLRoBeEmlYr4FFxKzLrOmKcmk2TK1fJVzTaIgFuWttLbyzceP4mv4frV3eRyVUounVawj5UWSJbrDJdtXnzVWuIeWVSqRSTk5McGk0wkbdoDbpRFJmOaICyZjCZzNHdEmI8maWsGbhkCcuxMUyLoMeFbloUyhqG6dDXGiaVLeNQ87pSZAlVlgj73FR0C1kSCfjc9LU1UazqGJaFS5HxuGRKZQPdtBaQq59mtuBikTPZbLaR7VculxEEgdHRUZqamggEAj/zKtalkqulelx96EMfYteuXTz22GPcc889vPzyy3zhC1/gC1/4AlC7Zg899BCPPfYYa9asYc2aNTz22GN4vV7uvfdeoDbN9/73v5+HH3640X595JFH2LJlS2N6cMOGDbzjHe/ggQce4POf/zxQs2K48847FxWz158barrXxabBm5ubKRQKl2Q2u5ItuHyskKs3GC42BbbUtuDc3BwHDhygtbWVDRs2LHlDqx//2uYBDuUm0G2zUb3SLANRENka7l3wGMdxmJiYYHBwkDVr1tDb27voJn452oL1gOeA6RAM+PG5PGwIiYym50CpWQDc2NbDXb21DS6jVQHnjJP6afgUhWy1goCIg0OqUuFQMoFu1rRkumki2JARBdZ5PKiSRLvfz2BqjqlCga5g8LzneGA6zsH4LD3hUMOGQTNNBuOzdCgSzckUrxwfZC6R4C3btrJpoI+u5BzfOHiE8VwOG/AqMr/Q18vt69egnCal9Ymyk8PDHJiexXIEHK2KLtVMCHvCISYzeUbTWda2nMmDPLuleD5EfV629bRT1k38p1toFcOgNejnjqvW8sKJSY5MJmkP+/G5VKZnTYaSGcaKNqIjnHY515jOFOiJhXnz5j4OjSfQTJOIz822vnZmsgXy5Srvvm4ja9tj55zDTKbAdLpAdyyEqtTes9aIn8m5HENTKVZdu7bRIpvSD2O4sjhaiVKpxODgIH6/n2zVYUtfjJ5NfYzEM5SqOm/eMoBuWuRKVbKFCj6Pys4N3YzOpPG6ZDTDpKwZmJaFKAjIkogii2wZaKNQ0tENk5Z5tgvJbAmfRz1HWH8pgvbLhbP9omZnZxkcHKRQKDA2Nrag6tfU1LRkYfzlxOtNrnbs2MH/+T//h9///d/nYx/7GP39/Tz++OO8973vbaz5yEc+QqVS4QMf+EDDRPR73/veAh3lZz7zGWRZ5p577mmYiD755JMLzv2pp57igx/8YGOq8O677+azn/3sec+tvie+5z3v4U/+5E/w+XysX78eRVHQdZ0/+7M/Y8OGDZfWElzRXC0bK+RqBQtQryydD47jMDw8zPDwMBs2bFjgKHwhpLQik+UMJbOI27J4W8tmXkqd5Gh+CoHa36IgwPZwP7tiaxuPsyyLo0ePkkwm2b59e2PiaTFcqC1YMnS+PznMi7MT2I7NtS2d3Nq1mrDrzLe4VDrNnn37aG9u5le3X8PYgec5kIoTkGQCgoSguOn2u3nf+msaG1mzx4uAgG5Zjek5gKKus7YpRqZcZbpY4GQqTa5aRUTAcGywHSQkSqbJXLlMRyCAW5ZJVSqUDP2C1/JUOgMCDWIFtYBmx3H455FJvnp8FM00Cfv9jBw8xj2ixHU9nfzH665hJJtDMy3aAn46AmfagKIoEolEiEQidPb08i9jCfyigFatksmkkUQJr9dLWTcpVBfXRy2GZL428RbxuQl4XNy4uoeQx83hqQRFTacjHGBrVxthj4unZ9M0B7z46hYSiozjQDxb4K2bB7Adh7JmYDkOmm7SFQ6iGzZDMynE0xonSRC4aV0vq1vPDQMHKFdrHlZ1YlWHz62SLVUxLbvR1vO4XHi9PkRFxLJMwpEIhUKB4twcRw4fZm1nlP5olKa+NkKhEKIoUj4dDu11qyiSiEuRKA7qtVxDRcKybFwuhWjAQ29rhGvWdjGZyHHgxHTtcS6FUrX2Gtd0RVHO0oBdDkH75YIsy7hcLrZs2YJt2+Tz+Ua+37Fjx/D7/Y0WYv36vN5YVhjxadQF7UvFnXfeyZ133nne3wuCwKOPPsqjjz563jVut5snnniCJ5544rxrmpqa+MpXvrLk86rj4Ycf5tixY3zoQx9iYGAAj8fDiRMnGBsb46tf/SqeJZgIn4OVtuCysUKuVrAAF6pc1f2kisUi119/PcELVFcaj7EtvjT8HM/Ej1GxdAQbeoUAH7PW8IcbfpFnk0fZmx5BEkV2RAa4uXlDo5JVqVTYt28fgiAsKeT5fG3BqmnyqX3Pszc5jSKKCMDhdIJXZqf4o2tvwSPLPLXnJZ4eHgK3iwGXwzuTYe5fu42vnzzCobkZTBy2x9r4pf6NbIic0ZVd3dzG6nATx9NztHp9KKJEqlpGlSTuHFhL2TD57N6XSFcrODjYjo2CiCCIVC0HyXaonNa4ZapVgi4XbRf5Fi2dVX00LIvZQonBuSwV3SAkyUQCfgzLZjCR4h/2HaY7HCTmcbOppfmiN2e3ItPkdpHQTNa0tWE7NtVqlblcHq1UYvjIEcRUolHFONv923EcDo3P8u39Q0xnCrhkic6mIDsGOtm5pput3W1s7W7Dsu2Gf9dsrohuWITcZ6odDg6aYSOKEpbtEPa6CZ2O0hmezVDSDN66eYCBlgjTmQKSKNAdDdETCzUE82fD61aQTk8pzhevl6oGnU3BBTE0va1hJpI5BMNEkQQ8Hg8l3Wb1gJ9bt/ZjVmt6pMOHD2Pb9gI7g/qxtwy0EQ16OTgcZ3g6XZsk9Hloiwa4alUbfo/K2u4YqiIxPJ2mohk0BT0MdEbpbjm3wvDTbAteDPP1X6IoEg6HCYfDDAwMoOt6QxhfD4OvC+PrQcqvByzLWjaJK5fLP/ehzfPR19fHM888wxe+8AX2799PqVTiXe96F//pP/2nC345vRAEp/aznPVvdKyQqxUswPk0V7lcjv379+P3+9m1a9eSHZ6fGn2Jf57cj1tSCCseSrrGcSPFnx19mk9t/WXuaN/GHe3bznlcKpVi//79tLW1sWHDhiVtmOdrC+6Oj/Pq3DTtXn+j2qNbFkcyCX4wcYrB0TF+EJ8k6PcRcLs5lk7y4swkQcWFR6oZdq5yfPzu1TfhPSuIWRQEfnn1Rv5h8DCj+SyiKNDq83PXwFqube1AEASeOXmKE8kUmmUjIyIKIo7tYDkOVdPEtG0m83k0y+IX160n5LowidzY2sxPxibIVau4FZnD0wkmMjlKhoHogC1Kp6f3XGSrGqPpLIOJFNGejiXdmAVBYHNzmOemU4ymszR5PVRNh6qkcPOWjdy+tneB+7eqqg2iFYlEeOnkFH/7/AFSxTJeVaGIQEkzyJc1PKrCtQM1k9f5xqghj5uARyVbrtIaOkMubcdGEmU886bmHMfBwUE9rV9a1xFjXce5LcDF0B4J0BkNMpbI0hL2oZzWXAnAuq6Fx1jV3kQyW+LlIycwTRtNzOJ3K2xf3UEsHAACtLW1NdIBUqkU8XicoaEhvF4vXn+IiiVj2BKdkQDXrO5AUSREQSDkdzdevygKDHQ00dsWxjRtFFk6Lzn8WbYFz8aFiIyqqrS1tS24Pul0mkQiwYkTJ3C73Q0iGg6HL0vIsH3aX+1S2oLzJ/t+3hGPxxEEgQcffHDBv1cqlUtqmwIrbcFLwAq5eoPhUjRX9TJ/feJkqd+cK6bO0/HDqKJEUKkRBq+kYhkmxwtxjuam2RzuXPAYx3EYGRnh1KlTy2o7wvnJ1eH0LI7jLGijqZKEhMA3D79KumrQGonQ4qvd1LNalVS1QsUw2dbcTlGrcrBS5Kmjh3jg6jPhrD+ZmODrR49wOJmkYhi4FZm+UJi3d67i5q6+xrWeTM4hmA4uQUYSBSRBxMDGsWxckoRfUWn2ebm5t4+be3rPOf+zsbGlmV/o7+H50Qkm4gniuQKOZSEjoIo1YXm+quNVVdyyTEHTKesXbjWejb6QH5fbzZhmkyzWnM3ftm6AXX1deFRlgft3JpMhlUoxNDTEXKHMv03myRZ12oN+XC4V23ZIF8sUqhoHxuJs7W07J6jYrcps7W3j2aMjTGcK+N0qyUIFlyLh83moaAaqJGE7DjOZAk1+Dx2RIOWqjqrISwo+BpAlkTdt6sWtyEzO5TAsm6DXxXVruxhoW+j3pcgSOzf2IGh58hWdvp4e2pr8NAUWVl0EQWgEBff19WEYBuOTcX609yTTsxlEERTFTTjk58ZrVrNx1eIJApIoIqm112GaFuWqgSyJeD1nCP2V1BZc6uTi/OvT29uLaZoNYfyJEyeoVquEQqGGuHv+1OpyUN+3Xs9pwSsd+XyeP/uzP+O2227j9ttvxzRNJElC13W++c1voijKginCFbx+WCFXK1iA+VYM8/VO11xzTUPIulSk9TJlU8ctnalyCQLIjkDFNpmt5tnMGXI13939uuuuW7bw8nyaq7PF5gC6blAolQh7AghuNzFvbXPVLYtkqYxblBuJDzGPl6yQ4fmpcTZHWzAsm6lCnu+cPMFINodumaiSTNkwGMlm+OrhQ4Q9bra3tnHw4EEK5TKyLONXVUq6geXYgIMIvLWrm9+7+RaylSpl3SRbqRL1ndsyKWo6J5MpTNumJxLm3Zs3srm1hU9854dERIGWcIwTcxl000QSBTTTQjNMbBxkSaQ7EmrcmJdy8xEEgVWRIG/p62u4sbuVc7cLSZKIxWLEYjEcx+HloTH08ZpVxnQyje0IeFwyiqpSrOoUqxoV3SDgOVfsvLW3HUWSODAep/j/s/ffUZIc5nk3+qvYOXdPjjszu7MRG7EBgQAJJoukgiX6ijJp+8q6up9kyUrHSb5HsqxDfZJtmb6iySvqk6lkSqbkTxKpQBIMAAEiLLA5Ts4znXOseP/o6d6dndkwC4CkhHnOGYQOVdXV1VVPve/zPk9dw+dU2dfRRayzl2vLSeaSOQRBIORx0Rfy8ez5acq1Bl6Xg/2DHewb6Lhrxed22Bbs64sx3hdFkWUCHscm49AWZEmkw++kM+BibPDuNiOWZbfXrSgK6bKN5PBx5kQfuqZRKpdZjmf466+9Smq1g56ujrZJ5+3fh2GYXLq5ysRsknrDwKnKqIqI1+MkHHCTKdT/zpGrOyHLcvuYAdo5iNlslvn5+Q2O8uFw+IF831rbA29vcpVIJPjc5z7Hz/7szwK0K4IOh4NqtcqnPvUpfuAHfmD7392O5mrb2CFXO9iAVluwWq1y4cIFJEl6IL3TVgirbtyyStVo3EawBHRMFFGly3VLs1Uul7lw4cI93d3vh7tpro7FevjK0jSFRp2Aw0mtViNZyONQVd4xsocvzc7QMA1cskLdNDBsC1EUEBCaDtmCgCKIzOSy/KeXX0IWRNbKZbT1ya+A04kkCBiWRN0wKDYafGlyEn1uHofDwUBnF/lkAt2y8KgKhtXUXiGI9Lo8fO78Fa4nUtQNA5/q4NRgH993cLwdZHx5NcGfX7pOslTBsm38TgdPjgzSrVcJ2Daxzm46A35SlSrJskFdN7Bsm5KmYdk2Z4b62BOLYOo6lmW12zmCICAIwj1PsuK65cGDQBAEnE4ntiSjmQICIqJgU6jqmOU6Dllk0CeTSyeRo9FNwlpRFDg40Mne3hgN3SC+uky9VmP/3kH29sVIFavIkkAmX+XsxDKKJOF1quRLNb52cQZNNzk6tnVVCKDW0HntxjLzaznqetNCIRLwMNobIRJwN6dSE0WqdY1wwM1gVxCv23HXVpxl2cytZJlZylCta0SCbsYGYoQDLtbSRUI+V7Ma5WwamUbCERYTOUKxKKbZ4ObNm+i63tYiOVxevvnaAi+dm6da18C2MUwbj1tluD9Mb0eAhYUiAwP5TbFS3wm8WZ5bbrcbt9tNX19fe2o1m82yuLjI9evX8fl87Rai3++/6zpvP663g2q1+sDTgt+taGnxCoUCsiwzODiIbdsbjF7D4TCZTKb9+u2tgJ224DaxQ67eZrjfiadVQn7ppZfo7e1lz549D30Cdckq7+8+wB8vnKWo13BJKnVLo4rJMX8Xe/3NC2EikeDKlSv09/czNja2rfUVtQaTuQyqJNGvOu9Krt47MMpXFqdZLeTRDQOf280zfSP88NhBJjIZJrIZBnx+VFECbOqmSZ/Hj0OSsW2LuN6gJghEA26CTidrpRKaYWADgfXpNlkUsWywLJPrS0v84PET7B0f5/qly6yWSrgUmXS1hmaZuCWFRrXKVCpHQbfo8nnp8HjI1+t8eWIalyrzgX17SJUrfP78VUr1BoPhIKIgkCyV+OOXXuN9g128+8ghvjQ5iyTCWDiEpulULAvDtFElkeP9PXz02CHSxQphrwuJW9qU2+NLWifg1r6/X/v4boj6XNQbRpuUqrKMQ4FcpY7D4eDoUDfpVIqZ6Wncbndbq3X7NJksiciSukGTFfG5m67rmsHLVxdxKjIdweYF0ed2kC5UuDIfZ3wgtsm+oIWz15d4fWIFpyyhmxbT6QzFSoPuiBe/20m1rhP2O3EqCtqcyVTYx5NHhtv7405cnY5z4eYKiiziVBVmlzKspUo8enAAga32XzOkOxJuEiXbtqlWq2QyGZKpFK9dOs+lySINE8IBD+WqQbWmIYsC+WKdPbs6kUSYXcqyZ7QX510+57cLb4Wh6e1TqyMjI2iaRiaTIZvNcuXKlQ2DA+FweANBfxgxO2zPiuG7HYqi4PV6+bM/+zN+8Ad/sF3Fq9frPP/8822z021jh1xtGzvkagdt2LbN8vIyhmHwyCOPvCkiz48MnqRu6nwlfp2CXkdCYBQ//2bv+xFouhsvLCxw8ODBdnTEg27rF+Ym+PzkVXKNGqIg0O3ycrxub5qokkSRfzJyCG+6yBQFunt6OdLVx9FYN4oo8f8+dIL/duEVlkrNrDyHLCMYJmFHM9YlV6tRsiy63D4iLjc2Ni5FoW6a1A0DzTRxyDKWbWNZJuVKhfGePvavx2Q8NTzE5USChVyeesOgqukU7DqKBTeSWQ7397arQ1GPG8OyeGluiXeN7eLaWpJMpcpINIwoCDQaDbRCHkmSqXoDfGD3LubzBSaTGSzDIKjKdHm9HOju5FR/L5Oraf7whUtY2HQHfLxz3zDj3bE2wTJNs13NaqF1gXpQcmXb9nocjEhDtwi4HSBAoVqnpulYto3XpRL1esg3JFaLOmFvB36fA13X29NkrerEvcKDi9UGpZpG1L+xdRrwOInnyxQr9S3JVaZQ4ZWri2QLVUzbJp2rNCcQfU4M0yaVL1OqaHRHfPR2BLAsm4V4jiszcTrdmyf0ytUGkwtJfB4HQV/zAh/0u1hJFJhZStMV83Fzrvl8iySm81UCXheRdT8rQRDweDx4PB58gSjX5g1EpY5btmjUa1TKDUSgXLFIpgRqNQ23S6JS0ykU6zhjf//I1Z1QVZXu7m66u7uxbZtSqUQ2myWRSDA5OYnL5WoTLUmStt0SbLnQ/11vC7aOz927d/PBD36Qn//5n6dQKDAyMoKqqvzVX/0Vf/EXf8Gv/uqvbnj9A2OHXG0bO+RqB0AzVuby5ctUq1WAbRGde0ERJX589B38UP9xlmo53JbIzNnL+FB4/fXXqdVqnD59+p53jiWtwdeX57icaTqSn+kaABv+x7XzAHS6vZiWzWK5wGpd43srZbq8t0arC4UC58+f52A4xg8//vSmE/CuQIj/8/FnuJiMk2vUCKpOXo+v8npileVSAVEQcCMy7A0CICDQ7fVSWvcDK2satg1lrYFo2cTCYT504ADQPHk7JJn37xrjU6++Rt0wCDgddHu8lPJFlip1MpUqQdettqtXVSk1NMoNjYqmA832XLlSJp1OEwqGkBDI1xoEXU7+n6eOcnE5zuWFJYqKwAfPnKIv4Od3n3+dxWyBTr8XSRRZyOT5/NlrfOyxwwytO5e39kWLYLX+XalUUBQFXdc3VbVaqGsG52dWuLaUQjNMhjpDdAY8dPi9DHeE1smVgUtVqGs6y+ki06tZQl4nE4UKCymZ9xwZ47Hx8fa03draGhMTE3g8HmRZRhCEDRdxp9qcEGzoxgadVF0zUGXprtqphXiepUSBsM+FTVMfpaoSlZrWHHZQFQJeJ/FMid6YH1EUiATcrKaLBDrlTW3qQqlOuarR3xXc8HjA5ySbr3JwtJtiqc5yooAkiZimhdft4NDubpzq5m3UDRNNN1EVFVWREAXIFU10zcA0NRp1jYuXJ+gIqzTqdWz7zcnQfCP4dpCr2yEIAn6/H7/fz9DQEIZhkMvlyGazTE5O0mg0EASBxcVFwuHwA4cxVyqVvzdWDC6Xi1/4hV8glUrxS7/0S6iqSqVSweVy8W//7b/lIx/5yMNNnO5orraNHXL1NsNWJ5tcLsfFixcJhUKcOHGCb37zmw9lxncvhB0ewg4PmqYxA7z88sv4/X7OnDlzzzHsfKPOL539OteySQS7eUP09eU53JJC3dAZ9DcnvBQRer1+JqtxXlxd4Ad3N8lNa9JxdHSUoaGhu55sXbLC6Z5bafFnegdYLZdI1yq4BMlDbgABAABJREFUZYV//4W/oqJphNeF711eH5laDataRRIEivU6sgD7Ojv5of0HONPfT7JU4U8vXuVmMk26UiVXrDIeizAQCjTJTq1BvKaxVCgyHAm142OKjQYBpxO/00Gnz4MgwFoyTa1SpqurA5fTRSKdZTjS/Ow+h4MnRgYZ97uZmJhgvCPCa7PLLOWKDMdCyOuCfreqMJvKcX5+tU2uWhBFEVEU0TSNq1evYts2vb3NYYM7q1rievvzb85PcmUhjtfpQBZFXp9eJuJ141ab4cO7OkIIgkBDN/jGlTkCLie7e5tDEbGAh5VMkbMTy4x2hzdN22UyGRYXF6lUKrz44osbqlrD3SEuzayhSBIuh0KtoZMsVDg43EnIt7VBYr5UQxBAkkV0w2yasKoK2XoV1ZKQRBFZEjFMqxm8LG307brzuJFlEUkS0Y2NhqS6YSLJIkG/k8ePDrOSLFAo13GqMj0xPy5VYXElh2lZBHwuQoFmELLX7cDvcbY/T7WiIQoCNgKSLBPwuRBFF4l0hX6lzLUr51gNBdv75EGJxJuJbze5uhOyLBOLxYjFYti2zcrKCvPz8+RyOWZnZ5FluT2BGA6H72of8/epLWhZFt3d3fzBH/wBCwsLLC4uEgwGOXjwYPs1D3Oc7PhcbR875OptDNu2WVxcZHJysh0r09LhPLQfyn0Qj8cB6O3tZXR09L4/9C/OT3Atk6TL7W07oBe1BtOFLB2OjSdESWie6FPVSjtQem1tjSNHjrQnk7aDHq+PnvUK2BGfj/OmwXKxiM/RnPrzqCrvHhjAlS+gKQqdXd30+YM80tOFblr8j1fPcyORosPnwauq6JbJQjaPW1Xo9HlxyRIBh0pR00lVqvgdKoVag5pu8MF9gzhkmajLRT5b4Fq+gtvpJEcOh6NEb9DP6eHNNhWmaaLrOvlaAwHaxAqaJ1W3qrBWKG/5ecvlMhcvXsTv97N///72gEBLn9X6b8MwmInnuL6YoDvoxe1QEQSBiM/FTDzLSHeYQrXBbCKHKApU6jqKJLK/P4Zp2eTLNSr1ZhTMWrZItlyjM3jru1QUha6uLur1OpVKhf7+ftLpNMvLy9y8eRPV4SLqFIhn8iBKqIrMnv4op/cO3PW7lCWRkM9FpaYhSc1hhUpNw7ZsIgEPLkUmmSuzqyeMJIlN+4hCjb3DMRzq5gm9aNBDR9jLWqpIb0cASRKpawaFUp3D4z3oukkyU0YwYbg7RCjgJp4s8tJrc+SLVWxbwOmQGR2McnBfD26XyoE93cyv5CguZ6jXm9YZoiggyyLhoBvTFtANiw++7wwBn6PtNTY3N7fulu7D4fQSi0XoiPmRHtCe4mFhWdYD+9291RAEAVmWcblcPPLII1iWRT6fb08gXrt2Db/f3ybpPp8PURTbbcHtkqtf+7Vf49/9u3/Hv/yX/5JPfOITQPN8+h/+w3/gM5/5TDv25r//9//O/v372+9rNBr8wi/8An/8x3/cjr351Kc+tcFyJpfL8dM//dN84QtfAJqxN7/1W7/1QEMMLbIbj8cxDIOhoSFkWWZtbQ1JkggGgw81LLTTFtw+dsjV2xSGYXD16lVyuRzHjx8nFGpWQVo/TsMwHu5HeBfcTnYA+vv7H+gO6ltrC6iStCFaxq86ml5Oen1DVcFab5VEFJXXXnsNXdc5ffr0m+IGfSwQYG9nJy/G18jWaoRcTo4GQ0TzeYqBCGfTeV67Mo0gQIfXw5G+LqbTWQZCgaaGCwG3qqIbJiv5Eh1eDwLNjD+nw8FiJg9Al9/H9x8c551jw6QLRf6/X/wqhmbRGw5RaDRI5Mt0Brx8/6G99AVvWVXYto3D0Zxse+GFF0gaItVaDV3XN1wAa7pO1Lu5upPJZLh8+TL9/f2MjIxsiMWBje1Dy7LIrUfFOBQZc52Qi4KA16lS1wz+0eMHmYlnKdUaiAicn1pBFERuLqZI5stYtt2s8ogi82vZDeTqdtzeCmo5f2cyGQK+NPMrSepGg85omLF+Pw757sdTR8hLR8iLaVlkilUURaRS01AViY6gh4Zm4lRlTAuWkwV0w6Qz7OPASBerS3OblidJIsf39/Pq5QVWkwXs9cdGB6J4HSrPfnOCUrmODbgcCv29QZLpCtW6Rk9nU7xfrjS4Nhkn4HcxPBBhfKQTBPjrr11jejaJ06kS8LvojvmIhDxUaxqZZINw0I3D4WhP2NUbGmdfn+by9TXy+TlM06Aj5uf40SEGB7of2jfqfvhOV67uxO03hLfnHI6OjtJoNNpkdHl5GYBvfOMbeL1efD7ftsjVa6+9xmc+8xkOHTq04fHf+I3f4Dd/8zf5vd/7PXbv3s2v/uqv8u53v5uJiYl22/FnfuZn+OIXv8if/MmfEIlE+Pmf/3k+8IEPcO7cufa2f+QjH2F5eZkvfelLQDOw+aMf/Shf/OIX77tt5XKZP/iDP+ALX/gCtVoNoE068/k8P/ETP8FHPvKR77rv7u8jdsjV2wyCILRtDxwOB2fOnNkgHm75ID1IePODol6vc/HiRSzL4vTp07z44osPvPy7aao9soJgC6xUioSd7uZFs14lKqm419I4ojGOHTv2pjg/A8iSxBO9vfyDffsoNRqsLiywtryMa2CIL16ZxLJhMBTAtmG1WOILVycQEHCsr9/vdNDh9bCYy5OtVslUayxVapQ1k4jLg1OWMAwbNBvRFCgWCvyvr71AqmFybGwYRRIxLBvTtFjM5EkVK+1taxEep9PJY489RrVaZWZphYurWc5NztLpc+Fxuana4FRUDg9uHFRYXl5mYmKCvXv30tNzdysDuNUWdLsciKKItH73D02CV9cNOmSRgFPh+K7u9Yu6QLZY5ZWbSxTKdUJeJ4IokCvXcSkyF6fjjA90EPBstPvYSlB/u8D5wP5mnl0mk2F5aYmJmzfx+XxEIhGi0egGUjHYHWKoJ8TCWp7BziBdYR+JbBlZEgn7XPR0BOgO+5oBy3WdkN/FQFcIr0tl5S6RM5GAm2dOjRHPlGloBj63A4ci8dzLU+i6SV9PEEEQKJXrvH55CWw4MN7dXpbX46BSbbCwnGF4IIIoCuwb7SLsd/Pl567j9TgJ+F241gX6C8sZAn5lU0V5cSlHPFFncLCXfXtVKpUaC4spLl5eIpVcRVHkdsXmXu2x7eLNlg68UdxrexwOxyZh/AsvvMCf/umfUiwWefrpp3n/+9/P+973Pp544om75u+Vy2V+5Ed+hN/5nd9pi8Oheax+4hOf4Bd/8RfbJp2///u/T2dnJ5/73Of48R//cQqFAr/7u7/LH/7hH/LMM88A8Ed/9Ef09/fz1a9+lfe+973cuHGDL33pS7zyyiucPHkSgN/5nd/h9OnTTExMsGfPni23q0UsP//5z/Of//N/5tixY7zzne9E0zSq1WrTd251tX0TvYO3Hjvk6m2GdDrN2bNnGRgYuKvtwd0icB4G2WyWS5cuEYlE2q2m7ZC3x7oH+P2bF9Ats20GWtIaeFUHP7hrH2fjK8SrZURBYNwb5JgiMNLbx/j4+Jt6t952f7cs5m7coFwuc+rUKf7s+hQVXWckciuzqz/o59JqHNOyNmTYjUbClOqNZki1beMRJWyhGWfTek2qVOEL56+Sn3OAx0+gLqCst3dkUUAWJRyKxHwm34yBWZ/4a22jIAh4vV4e2bsHf7SDL1y4wXwiQ7xUQbUNRiM+GslV1mydcDjM/Pw8a2trHD16dFsn3l2dYcI+N6u5Mj3hpgC8UKli2Tb7BzqBjVqtx/b2861rizQMk2Kt2fIKe13s7o2QylVZShYIDG/PS+32PLuRkREajQaZTKat12qZUUajUUKhEE8dHWFiIcXsahaAk/sH2N0fxemQNwUk34575fmpiszAbaL2ydkkpXKD/nViBeDzOrEtKFdqm5ajKBLVurHhsVjUy97RLqYX0tRrOoZuUijXcbsUvKpzwzJM02JxOYfHo+BxNyvNHo+LsdFe0pkK+/bvQlVMMpkM8/Pzbd+ollbL5/M99O/ku6368aBWDK1q6C/+4i/ykY98hMOHD/Mrv/IrPPvss/zYj/0Yv/Irv8I/+Sf/ZMv3/uRP/iTf8z3fwzPPPLOBXM3NzRGPx3nPe97TfszhcPCOd7yDl156iR//8R/n3Llz6Lq+4TU9PT0cOHCAl156ife+9728/PLLBAKBNrECOHXqFIFAgJdeeumu5Kp1I/KlL32Jd73rXfzO7/zOPffBdr83gW1qrra19L+f2CFXbzP4/X4OHz5MLBa762vejMrV7XquPXv2bGgDbmf5Hxjaw2uJFW7kUoiC0B75f0//CP9s31E+On6YxWKe5YUF9FQG0SXS3d39prdBRFGkVqtx48YNHA4Hp0+fRlEUMpXahpYlNE/eXoeKZdss5gp0+DxkKzUWsnk00+RgRwcfHB/nz195HYdTuRUgbIOsa6RyeZzjRxhwOLmaLm66uGumhd/paFestPX2miJvPGEOx0L85LtOspwrYlg23QEveq1KOp1mfn6eq1evIooifX19yLKMbdvUNINcuYZbVe4qDgcIeV2858gYz16cYj6Zw7ZtXA6F0+MDHBnpQxTYYPUQ9joZ7QwRdDlwOxWcqkLY50KVJZJ2pd1afCNwOBz09PTQ09PTNqNs5R/mixVCwQBdnTF2nxjC4/Fs6wLzoMeTYVjNC9Edr/d6VAqlGvWG3vansm2bckVjsHdjmK4kihw+0IfX62RxJYdhmAz0hhjo8TNxI7th2bphomkmqipjGCaVSpO4ejwqpmlimhahjqZvVKs9lslkSKfTLC4utttnrarWdqQA343k6mHc2b1eL//wH/5DfuiHfmiD/9ud+JM/+RPOnTvH66+/vum5lpa0s7Nzw+OdnZ0sLCy0X6Oq6qabmM7Ozvb74/E4HR2bkwA6Ojrar9kKre9h9+7db813sjMtuG3skKu3GRwOxz2JFWyMwHkYmKbJ1atXyWazG/RcLdwtA3ArhJ0ufvXUu/ja8iwXUms4ZZkzXQM80TPYnK4zTbJTM8iaxokzZ3j99dcfeNnbgWVZ3Lhxg76+vg3GqgOhABdW1jYQoBZR+OD+PawWSrw4u0iyWMEhSwz6A5i6xedfv0KxpuFZNyC1LJtMOk1D0/AHAvh8PkY7Irw4ucBaoUyX3wsCpEsVnLLMwZ4OFlM5vnVzkZlEDlkSODTYxRN7hzZEy8iSxFD0tv3vUFFUlQtTi6wVDFweD+m5ONPziyznNVZKFoYg4fO4Ge+P8czR0S2jagD29sXoDftZSOUwTIvOoJfu0MZKyO1arT39MQo3l+mN+BDW723zpSpOVd7gW5XKlUnlKiQTRfyuhztJt8wo67rE7JpBvAgLqTL+lTJhzzRej3ND2PS92sf3qlzdiYDfiSgKNDQDx7rlgmXZCAiMDUVJpsu4XQqyLFEq1QkF3AwPbI6VUlWZfbu72L0rhmXZKIpEvV4HNhI3hyoT8DuZnklSr+pUK017EFEWiUR9eDzN765a1SiV6qTTJRLxIjYK3d1jhMMKlUpxgxt6a7/4/f57fu6/L+Tq9knLu8VDLS0t8S//5b/kK1/5yj3TKu7cXw9y7Nz5mq1ef7/ltJ47ffo0/+2//Tc+9alP8cwzz6AoCg6HA4fDgSRJ93S4v/dGsiNo3yZ2yNUONuGNtAVbsTmyLG/Sc7Ww3cpYwOHkB0b28QMj+zY8XiwWOX/+PIFAgKNHjyLL8qZ8wXytznKhiN/hoD9474vFVrBtm4WFBarVKv39/ezdu3fD848ND/Dy/BKzmRxRrxvbhnSlQn8wwHvGR7Eti6nVNFGHi96Av13lWs0X0Uwbq6FR1zRy6QyCKCK4vTgsm5FYmMFIkO87upe/vjzJXDoHgN/l4H0HRvCpCn/0wiUShQphj4u6ZvLspWlWskU+9o4jd/V7KhQKfPavnmehYOBye5C0BpZt41Jl8kULRbAQrQapRIGltQTxZJqPvvs4Xu/WJot+t4ODg/f3RBNFkWN7+ljJlFhMFvE4VTTdwDAtjox2E/U7qdXqnL22zPXZJLWGTrlcxu0QCcX6GL6juvMgSGXKfP2VKUrlJolRVYVcsUYw1MHYWAdLK3HOP3eBYqlGZyzI+FgvA/3duN3uDcfJdpzqu2J+BvsjzM6ncLlUJEmkVG7QEfNx6sggiUyJhaUshmGxZ7SDkcEYocDdBy7k29qVrQvsnRfiaNjLiy9M0dAMImEPhmmSz1dxO1XqNZ252RRLC1lmZtPUaw16eoNEIl6uXV2huzvIiUeH2m3VO0Xft1e17vwtfzeSq7uZz94ND2ogeu7cOZLJJMeOHduwvm9+85t88pOfZGJiAmhWnm43X04mk+1qVldXF5qmkcvlNtxwJpNJzpw5035NIpHYtP5UKrWpKnY7WsfGiy++yMsvv8xrr73GH/7hHxIOh9uC9kKhwH/9r/+V8fHx+37ezStgh1xtEzvkageb8LBtwVQqxeXLl+np6blnbM6b0XZcXV3l2rVr7Nq1i127dm1oOVqWhWFZ/Omlazw7PUup0UCVJPZ1xPixk8fouAtRuBOWZXHt2jXS6TQ+n2/LUeiegI//47ETfOHqTWYzOQQETgz08v0H9xJ2u7i2msQ0bfrDAeTb9kfQ7SJXLBJQZS7PLiFKEiXDRjdKdHo8fPnCFB84Ns7pkQHGu2PMJLNYls1A2E/Y7eSvz08Sz5cJuhxkSk3jV49D4eZKipuraR7ZgvAkEgmee/UCqxXo7YoR8jTbfnXd4JtX5+j0e9k/0hwJ13SNTL7I5HKSv/rq8/THAkSjUWKxGMFg8KEuqtGAh+97bB9X5uIsJvO4VIXxgRi7+6II2FybjnPuxjJBn4tYyE0mYxHPlvjGa9NEgofw3yF4N00L07I3+Ezdjsn5JMVSjaG+W5Uhj9vBUjxPKOBmfrFBqeFBUFzMrlRYTkwx1D1HJOTZUNWybZu1RJn5lRlqNY3OmI+hgSh+363tsaym/k2SRB59ZIBoyMP8UhbdMDg43s3IUJSAz0U45GF8pLPd3t4O7ppxaFpEI15EWaRa1XA6VQ7uj9Coa3zrW1MYetNCQ9cN3G6VbKZCOOyhpyfI2lqBtbUCQ0PRTaLv9rDAulec1+vdUNV62LiZtwoPQ/burFzdDe9617u4cuXKhsf+2T/7Z4yPj/Ov//W/ZteuXXR1dfHss89y5MgRADRN4/nnn+fXf/3XATh27BiKovDss8/y4Q9/GIC1tTWuXr3Kb/zGbwDNylOhUODs2bM8+uijALz66qsUCoU2AdsKrRuAI0eO8B//43/ENE1yuRyVSoVarYamaeTz+XaFdjvVWNjxuXoY7JCrHWzCdtuCtm0zOzvL7Ows+/fvv+/E2RshV5ZlMTk5yfLyMo888sgmfUKr5fg3N6f4s6vXcSsKXV4vdcPg7PIKNd3gl9/z1AaisxUajQYXLlxoTzheuXLlrhWMsViEn3vqDNlqU7Acct0SHXtUpe0oLjtu6VnquoEqCJyJuMh3d/Dc7BoOwWKsI0TQ4eTiwhqZco1/8b6TBF1Ojg50tzVWoigym8ySK9dYyRQxjCaZFACnKrOWLW4gV7ZtMz8/z9zcHO5IF3I20SZWAIIA2FDTdDTDJJWvUKrWkWURQXExfuARun0y6XSaS5cukyrUkRxuOmMRDu0Zwu978OiQsN/NOx7ZteVzs6s5HKpC0Oden3Iq0xX2ki1UmF1Kc2C0q2l0qptcnYgzNZ/CME16OgIc2NNNZ3Sjy3YiXcbj3ljJUBUJ3bA4f3UJl6ow1Bde30cRFlfzqJ4gu3d3tF2/NU1jea1GImMS8Adxux0sLeeZX8zx5JkRnA6FqZkkc/NpLMumuyvA7rFOxkc72bU+ASjLmzV50kNoAi3L2vKCWK/rBANuurr9mIaFKAmIgsjsbIq11QL79vWQiBdQZJFA0E2hUCORKBKJeJElkVy2ytDQxmUKgkAgECAQCLQtMFpVrdZvwbIscrkcPp9v2xWjtwIP0xYsl8sPVLny+XwcWE9daMHjaZLw1uM/8zM/w8c//nHGxsYYGxvj4x//OG63m4985CMABAIBfvRHf5Sf//mfb1cDf+EXfoGDBw+2pwf37t3L+973Pn7sx36M3/7t3waaVgwf+MAH7ipmh1vt9xZpux++3Yazb0fskKu3GR7kR7Ud8qPrOpcvX6ZcLnPy5En8fv9937MdzdXt0DSNS5cuUa/XOX369JYnRVEU0QyDZ6dmUCWJ2PprFElCFkUm0xmuxZM80nP3VlahUODChQuEQiEOHDiAJEn33WZBEIh4Nrd3BiJBRmNhLq8k6A8FcCoylUaDpVSaEbfMeF8Pc7pK1FFgZCB8a0zf5WAumeNrl2fQNYOZeBavU+XoSA/HR3up1Q3SxSouRaau6ZiWjWlZFGp1Xp1c5r2Hx9rRMTdu3CCTyXD8+HEuLWWBjW0HRWq6k9c0nWtzcbKlGqIooBsmpmUzn8hzeHQ/vkCImwmTicwa5UoW7doaX/rWVR7b383u4V6i0eh9dTr3QrWuoypyk9AsL+P3+4lGo5RXs+hms/rSaGh845VpJufS+L1OZFnixnSCtVSR9z45Tix8y6/I61bJ5Csb1mFZNrW6DqZNd9TPWrxALldFEMDlVlhLFMn0RrDx09UdQhBMXrv0ctMktJqmXBJoaAITU2uk00XCQQ/ZXBWPR6Ve05idT3Pl6jKD/VEq1QayLDI0GGFstAPHGwxavlu1we93YZhmcyBincjZtk2tpiHLEk6ngiRLWOv3Bg6HTKNuYBjrlT/1/oREVVW6urro6upqWxlcuHCBbDbL8vLyXUO4v514I4L2NwP/6l/9K2q1Gj/xEz/RNhH9yle+siFa57/+1/+KLMt8+MMfbpuI/t7v/d6G7f6f//N/8tM//dPtqcIPfehDfPKTn7znuv/kT/4EwzBwOp24XK4t/1rmvA/1+/w2tAVXVlb41//6X/O3f/u31Go1du/eze/+7u+2W7HfDSat28EOuXobQhCEe+pIHlRz1TrBut1uTp8+/cCTRg9TuSqVSpw/fx6fz8fp06fvKkAWRZFSvUGh3sCjbNwel6JgWGUy1dpd19NqN46MjDA8PLzBTPNhCKEoCHzk5CG0ly4wm8qhmyaNapV+t8KHHtmNQ5FZThRxqcqmsOm6bvDF127ilmW8LpV0scpMPMtaroRDkTAsi3y1jiQIqIqIboKp20wup5iNZxmI+rl06RKGYfDoo4/idDoZiFk4VYV8uUZw3UzUMGx8LgfFcp21bIlYwI1lQ9m28bsVJhdSpPaXuTwd5+pcgp5IAHdvDN0wWYjnmMmYdEVK7emzSCRCLBbbtqdSX0eAF85NkbMq6+8PUWs0CVdXNICqqqwk0swv5+jp8LdJgc+jsLRa4MZUnNjJ0fbyRgdjLKzmyOarhAIuTNNiLVUi5HfRqOnMzKbI5avIkogNVNd0NM2gVm6gKgrQJDOVismBfd2YtsyNm6uUyzXqjQYvvVrAIUvsHuugVJQplTXqdZ2r11a5OZHgxPEhNF3gpZdnSSaKvOMdex7INb1UqrO8nKVYqAM2sQ4/fX2hu7a9urr8RCJellfyhENNgp/LV4nFfGgNg0ZDxx9wIa+JZDNlCvkaAjY3r4l4vE46Ou9/Q3Q7WlYGoiiyd+9eXC5Xu6rVCuEOhUJtsnUvAfibiTciaH8YPPfccxv+XxAEfvmXf5lf/uVfvut7nE4nv/Vbv8Vv/dZv3fU14XCYP/qjP9rWtvz+7/8+6XS6PfXbQsuXTpZlarUaX/3qVx8uR/EtJle5XI7HHnuMp59+mr/927+lo6ODmZmZDYTnu8GkdTvYIVc72IQHIT8trcDQ0NADxdhsd/lbrWt4eHiDe/jdlu2URIJOJ8lyBb/zVruiqusokkRsiwqTbdtMTk6ytLS0pVVFqwr0MOjwe/nZd5/hyuIq5y5fJdof5v2Pn2JleZlKpULU52ZqLb3hPZZtkyvVcEkyB/s62p+5UKnz2tQKA9EALkmiqJsIkkDDsJBFEb9TBhsuTi8Tn222PI4cOdI+sQzEApwa7+el6wtky802pmXbnNzTx/WZBPF8mUrDQBYFesI+dnWFWU0VmV7JcGMuQcjrwu1sklZFlujvDJLIlgl3DfLII4fI5/Ok02lmZma4cuUKwWCQaDRKNBq9r7Yl5LbQ60Vw+kBykMyWKVUb7NvVSX9nU+dVrurYtoDb7QC72SqzBRuPW2U5nkfTtHbI9EBPkBMHB7g6ucbiag5BEIiFvRw/0M+XvnGd5dU8vd3N6Brbhky2TLWq43Kq9HYHMU2Lm1MJsvk6hmkTTxQRRYmBgQ7K5QbFUo1KucrEVBJRsAj4nWg6iNjUGzrLyzlUWaRYrLO0mKbRMHnyybH2BN9WSKVKnH11lni8SCZdplisoioyu/d0sXdfdMv95/E4OH5skImJBKl0CYDBgQhjYx1MTcZZWMgSiXjw+5xcOb9EtaYRjnhIJor0SCK1SgNi27/gtsieoih0dnbS2dnZtJdYD+GOx+NMTk7icrnaROth9XoPuj3fycrVdxL//t//eyqVCvV6vf1Xq9Xa/91oNCgWiw9NdN9qzdWv//qv09/fz2c/+9n2Y0O39aq/0yatD4MdcrWDTZAkiUajseVz99M8PejyH4Rc3U54HnRdoigiAu/bM8r/eO0CyXKFgNNB3TDIVKsc7ulmX+dG4mQYBpcuXaJSqXDq1KktT7YPW7lqoVwskp+b4szoAHv37m0bftq2zfGRXi7Or7GaLdIRaEa0rGQKWJZNX2xjm83vdpApV/G6VNxqsyrkcqjrOYLNfDuXKnFjaoaDjx9gbGxs03TZM4dHGeoMMbWaRtNNBjqC7O2P8bul1wj5XHhcDhRJxONUm3fBAuhG00/LfUdrS5UlDNOioRsbIkd2795NrVYjnU6TSqWYmZnB4XC0iVYoFGpfCG3bZmpqilxqlY9+7+PMxcssxfN4XCpH9/ZxaKy7XfFRFbl5E20LiKLQFoWblo3P42wPNLSOr/1jHfR3+8kX66iqQmfUh6pIRENuFFkiV6whiSKGYWLbAgGfk3pDB5pxNkP9EWZmV1hczKEZTUG8bpiUy3X8XieC1awSdXdHcDpFFhcz6KYONZObN5boiPqIRPw06gY3bq7hcEg8+eTuTTosaLYsr19fJZet0KhpWKZFd1eQYqnO4kKGer1Gx1262cGgm5Mnh6nWNLDB5WpWQg8d6keSJVZX8uQyFYJhN7s7Ool1+AkEXVTLDSZvJujuCaKo27scbFVJEwRhQwi3YRjtqtaNGzfQdX1DVetuTugPg4cR2L+RytV3Ex577LG3dgUP6XNVLBY3PNyyhbgTX/jCF3jve9/LD/3QD/H888/T29vLT/zET/BjP/ZjwHfepPVhsEOu3oZ42LZgo9Hg0qVLaJp2V83Tg+BByJWu61y6dIlarXZXwrMVWlYM7909Qk3X+dLENOlqFVWSeGxwgH924siGKa1KpcL58+dxuVxtY9C7LfdhydXKygrXr19nz549DAzcChduVcP2dEf5hyf386WLkyxlCohAV9CHS1I2TZTphkW+XGdhLY9bVEjXasiiiCiI6Fj4HTJatcrBw/vZvXv3XT6LwO7eKLt7N4ZZ7x3q4LkLs3SGfMjrZCZTbBK53f1R5lezrCQL+G4TiefLdXxuB9Hg5mPB5XLR399Pf38/pmmSzWZJp9PcuHEDTdPaY/6ZTIZKpcKJEyfweDyMDYNhmAi3kacW+ruDRIJuVpMFumNNZ/hiuY5p2YyPdqGqajtgei2e5/rNNeLJIg5VZnRXjGjIhSlCR9jHQF8Ip0OhrhkossSalKde1zdcoN1uBb/PgSiLFHNVisU69aqGJAhIFhRyVaq1BrIi4nI6cTqd6IaA0yFRLtYRRJNMNk29YdPRoTI3m2BsrIP+/s3eVuVSnXSqhCRLFIt1gkE3oiQSCLiolBtUKxqp5L0HTdyuO1rhbpXjx4dY7c6xtpBFFkCr6SRWcliGSbTDRy7b/FyR6INXcFrpAPerFMmyTEdHBx0dHe2Q5EwmQzKZZGpqCqfTuaGq9UbidB62LbgTCfMAeMi2YH9//4aHf+mXfmnLtuns7Cyf/vSn+bmf+zn+3b/7d5w9e5af/umfxuFw8LGPfew7btL6MNghVzvYhK3ITz6f5+LFiwSDwban1MNCFEV0Xb/r8y0tl8fj4dSpU9vS7bQqF5Io8g8P7uM9u0dYLZbwOxx0+ze2PtLpNBcvXmwbg96rZSXelqH3oGhV3paXlzly5AjR6EYy01rm1EqG6cU0DlNkwOfjwFAn7zgwzDevzfM35yapaTouVUEzDF6bWqHW0Mk5nPicDlyCRKNmEAl6UAWLeqPGgV19PH18/1226u44vqePxXie+XgOWRYxDAunKvPkI8N0hX2c3D/AF3PXmY/nCHic1Bo6Dd3gzMEhwv57h2NLkkQsFiMWi7UvsolEgunpaUzTxOPxsLq6SjQaJRAIbFnZgWYe35OPjvDi63Msx/NYVrMleOxAP2PDsfZ+TSSLPP/iNIViHZ/PQaFY52++cp2XXpllbFcUSZFQZZFQ0IXX4wAEctkypVKdoP9WNSVfqBEJOXjm6TEuX0tz7vUFnIpMR9SHKAsUi3UwbZKJIlrIxOFUQBColOp4vC5isQilch2P28LrkVldTfDSS3X27+9rk4q2VnH98NO19TijO/RZqkOiXt26olwu1UnGC+i6ic/voqPLv2EfFvJV0skiDoeCP+BE100WZlPUqhr+oBtRvHdVwrLsDa9p3Whs1+Xe6/Xi9XoZHBzEMAxyuRzZbJaJiQk0TSMYDG6oam1HbvCw5OpOArCDzXjYtuDS0tKGIae7TZValsXx48f5+Mc/DjQtJa5du8anP/1pPvaxj91a7nfIpPVhsEOudrAJd1oxLC0tcfPmTUZHRxkaGnrDB+G9KlfxeJwrV648lJYLNleYfA4He2K3ftCaYTKTzLC8skojk+DIwQP09vZue7n3w52txq2qfIIgMBUvcPHia5RrGm6HQrWhky5UCXvcPLZvkOVMketLSQzTIleqUa3rHBrspDfUPGGFfW5m1zK4MFEleObUId55ZAy/e/vaiqDXxYffeYjr80lWUgVcDoWx/ii7upt2BXsGYkhP7uf8xAqJbJlo0MOh0W4eGbu39cZWn1uSJOLxOOFwmPHxcfL5PEvLcV58ZYJkpobf52Xfnj6OHR7B691I3AZ6w3x/xMdqooBpWkTCHiJ3VM6u31yjWKoz0B/GsmxSyRL5XJVUqoRpWCiKhCAKZLNlUukyNjZejwNFlSmWas0Q6rqBjU1/r5fuTj+S4GLqRhxEgUq92X4bGAjTEfNRb+hEwl5CQTeJZIHpUh2tprG2ksftVhnb000k6sGynPT1xrBMu+0f1XJFb+Yg+kin1oCmf5UgCpRKdXw+J5Zp4fFtHhpZXc7x2sszJONFKuU65WIdl1tl38E+Rse76BsMs7acJxh0U2/oyIqE6pARBYHF+TSPPjaKP7C5PWeaFkvzGZZm09RqGpGYl6HRDiIx30ORqzshy/IGwl2tVtvRPNPT0zgcjg1+Y/ciTi1riG+noH0H94ff73+gCfLu7m727dtoEr13717+9//+30DTXBW+cyatD4MdcrWDTWi1BU3T5MaNGySTSY4ePUoksrmV8TDYily1dDcLCwscOnTooQ90URTRNG3L564sJfijly4yu5ZE03X6YhF8Qzr3p1b3r7bdjmq1yvnz5zdkEG4F07J5bS6NJbsY7gyB0CQeq5kiX704zcHhTj729GEmVzOsZUs8f3mOmNvVJlYAQY8DydLY3x3mn37oKTzu+2tYKjWNRKaEIov0xAIbJti8LgeP7u2HvVvfzY/2RRnti6LpJrIk3rfisRUKhQIXL16ks7OzXTH0+cMsrq2RLblwOJ3kClW+/PVrnL80wamjfXR2dhCLxfB6vQiCgMupMDIY3XL5pmkRTxTx+ZqVj0y2RDJVIhLxUijWCAQ9BAMuEokijxzsR1FFsG2iEQ+2ZTM7nyadqdDV5WdkOEomNbdOCAUG+sJ4fQ5qdR2HKhMMuimX6lSqGn39IYrlBnvHOnEKIlOTCYy6gSVLzM8kmZlsVlRlBFwuha6eIIcPj6NpzVbZ5cuXqVR1BFGjWqtRLFZxOlU8Hgcul4ooGnR1bfx+11byfOHzr7E4n6FR06nVdVoF1kqpQTpVInjNQypewB9wIlVE8tkqCGBbNrIsMTAU3XKK8cblZW5eWUV1SKiqzNxkkuRakROPjeALNm9Y3qy7fUEQ8Hg8eDweBgYG2iaY2WyWqakp6vX6hqrWVi76D9KmvBPVanWHXD0I3uJpwccee6ztct/C5OQkg4ODAAwPD39HTVofBjvk6m2I+50QJUlC13XOnj0LNA/IN1N4eie5anllVSoVTp8+/Yamd+5WYUoUyvz/vv4qy6kMIadKf6yTbLXOH37rAhGviwN99yZzD1q5ymazXLhwge7ubsbHx+95Z58u1ciV6wz2BNrECiDid5PMl1nNltjVFWZffwf7+juYX80xs5Jpv1/TNBKJJJIkMzoycl9iZds2Z68u8sqlBfKlGpIk0hPz894z4/R2Bu773qm5FNem4hSKNTpjfg6Nd9PbFbzvPrkdqVSKK1euMDIywsDAQPszT84kWFjOMtAXbuu96nWdeDIPko9iscj8/DyyLLdF8a1ojzshCALqegUKoFiorU8QCggCSKLQDk+2TIvjh5umpi2T1t6eUFu3BZBONqsiDkczHDmXrlAq1po3IbqFbpqMjHTwxBNjGIbFtSsrxJfyHD4ySDpVolbXmi07zeTYiSG6e4PomsncdBJDN3nyneN0dXVhWRalUonFxTWuXVtiejKNbVk4nArRqIvuHjeSXG9/zmKhxnNfucbCbBrDsNF1E62u4/O5UFwK+VyVdLzA9PU1LMvG4ZDwh9x0dPpweRxNw1FR2NKKIZ0oMnl1DZ/fiT/YPK4CITerizlmJxMcPN7Xnsp8KyBJUvt7BtpVrWw2y+zsLIqibHLRh+1X0v6+TAu+5dhmW3C75Opnf/ZnOXPmDB//+Mf58Ic/zNmzZ/nMZz7DZz7zGaD5m/5OmrQ+DHbI1Q42oVwuU6/XiUaj7Nu3700/gd5OVMrlMufPn297ZW1HX7UVWpqrO/HctSkWEin6g80YG0EQ6FFV5tI5XpxcuC+5ehArhlab507h+lawLIug348kiqzF4/hcTlzuptmfYTcvWsodd+H7Bjq4uZiirhlYhk4qlUJSXcTCKiM9968qTswl+erLk8iySG9nAMOwWFjL8ZffuMrHPnQcr/vuFgHnri7x3MtTGKaFy6mwkiwwvZDiA+/cz/AW4uytsLS0xNTUFPv3799UmVxaabqzy7dVUJxOBRARJDeHDw+3HcHT6TSTk5PU6/X1VlrzIux2N9uHoiiwe7SDF16aplJtIIhNu4lCsYbH4yB4W5bf7YL5licQ3CJa09PT6LqOy+VCazTIJkuk02UCQTcCOvG1PJGYl2ee2bee+weL8xn8ATfhsIeuLj/VqsbkjTiFXAWvr2l8KssSnT1B1lbzpJIlurqbxpuBQICDBwMcPDhOo9FgaXGNVDpDrVaiUi0jSRKJRIJwOMzSfJpCtoqsSJimgaxIOJwKDc1AdkjohsHqSp5AyEMw5KZWqVOrauTTZcJRL+Vinf7BKP6Aq605adR1Jq+ucvXCIrM343T1h+juCxFaF7v7gk4yqTL1uvZtNQp1u9243e72cEQ+nyeTyTAzM0OtVmv7HNVqtXZ180GwQ64eEG9x5erEiRP8+Z//Of/23/5bfuVXfoXh4WE+8YlP8CM/8iPt13wnTVofBjvkagdttGJSpqamEARhU9zDm4VW5SqRSHDlyhUGBgY2WQY8LLaqMK2urnL55iSqqhIMBRG4tR6nLBMvlB9quS3Yts3ExAQrKyv3bZ+22hemaTLYHeXI+C6uLsTx+BxojQbxRIJ0WWdXVxDJqGEYnnZ15shYN1MraV67Pt++KHglldP7B9u6qHvh0uQapmm1q1SyJDLQFWQxnmd6Mc3h8a0bpOVKg1cvLqAqMr1dzQtRRwQWVrK8cmGewd7wPduDtm0zPT3d3j9bOSErioRpbt6/Nrcy+FoGpZFIhD179lCpVNpWDy0/pVb+YSjgQrJtXnt5Fk0zqDR0ursDjAzFUBSJSqXRrNz1bN6WFm7evEkul+PEiRO4XC6uX5kiGHDj9qrkMhUMw8LrceB0yG1SaFk2pmm1/19VZESvgCQKyIqEZd266qiqjGFY1Gtbt7EdDgejY0OMjg21iV4mk2F+fp7r16+zOF0D0UaShOZ0pSCuj8xbNGoG2E1RvCJLRGM+rIiHVLJIMlHEG3AxuCsGlsVX//ISkizSNxQhnSyxMp9GkgQUVW5OQ5YbjO7rJhj2oGsmDoeCILwxvdUbgSRJ7eMAmoRqbW2tHeR++/OhUOiuN2ytwYodcvUA+DY4tH/gAx/gAx/4wF2f/06atD4MvntSN3fwbcNWJKYlwF5YWOCRRx5pk4C3AqIoUqvVuHz5MgcOHGD37t1vmnajZcUAt0jP9evXObR7FIfqwL7t4mbbNnVdpz9875ZYa7lbkSvDMDh//jypVIpTp07dl1i1tGzQvEh8z8lx+mMh0mWdoi5iKB5G+jp5+kA/83OzPPfcc5w7d47FxUVMXeORLpVj/S7ec3If7zm5l3/y3qP8g0f3PJD2KVuo4HJuvNBIkgg2lO9ygQdIZkoUS3UioY3C8kjIQzJdoliu3+WdzQrQlStXSCQSnDhx4q4RE7sGo9jYVG6bhsvmK7idKn13IUAej4fBwUGOHTvGU089xejoKIZh8OKLr/N7n/0yibUknTEnXR0+gl4nogWFQpX5hQz5fJX9+3ro3WLZpmly6dIlSqVS2x5CFEWSiTKBgAsZEcEEwbSRBaiV66RTRTRNQxQh2uEln6+0fz8tPZMNGwxEG3UdRZGahqj3gSiKOJ1OvF4vJ0+e5PTp03R1R9E1DVFtUC5VqJQr1BsNajUdRZWbbTvA4ZQJhT0MDEXZf7CPwaEoe/Z2Y9R05iYTGKZJrdrg5a9PcO5bU0Q7/e1qlSgI6JpBcjVPvaZTLTcY2BX9jpKrO+FyuYjFYiiKwhNPPMG+ffuQZZm5uTlefPFFzp07x/z8PKVSadM5rVqt3pdc/dqv/RonTpzA5/PR0dHB933f923SB9m2zS//8i/T09ODy+Xiqaee4tq1axte02g0+Kmf+qm2oe6HPvQhlpeXN7wml8vx0Y9+tJ3r+NGPfpR8Pv/wO+dNQmtacDt/b3fsVK52QKVS4cKFC6iqyunTp9tE52Gmb+4HwzCYmZnBMAzOnDnzcFEM90CrLdjScVWr1ab7biJP4/UJXppaxK0qRHxuEMDvcvLk+NB9l7uVFUNLuO50Ou9rGdGaZmoZL7b2cW/Ez//xPY9ybSFJrlwj4HGyf7AT//oFt1qtkk6nSSaTTExMIIoiJ/cN0dXVte0Mt66Ij0uZEtHbxo51w0QQIOS7u15LlsRmdcS0UG9bn2FYiOu5hFtB13UuXryIZVk8+uij94xHGh2OcWhfD9durpFMlxFoGmGeODpI9z30YKZpMT+XZmkpi2Va9PSGcCgWXq9FMKhQrVao1ap0RCU0zaSvx0dXV5iurgC9PaFNpFTTNC5evIggCBw/fnzDd6qoIvOzKXTdwu93ISsilYpGOlkikywj7m8eI6NjMVKJAgvzaTxeB3rDwO1RkRWRcrmOKApomkkuU2bXWAfRjgf7Ddw+Lu50Ojl0ZIxywaZvUMDniTM/k6Jeq2GZJoVsAcEWMOoN+vtDyPI6wbMhGPZg2zbZdJm+wQjC+j5o1HQWZpI0ajout4OBXVHmZ1JkEyXWlnL4gm6GxzoZGu2gXCl+15AruGUgeruRLUC9Xm9rtRYWFpAkiXA4TD6fZ9euXQ9UuXr++ef5yZ/8SU6cOIFhGPziL/4i73nPe7h+/XpbDP93LZplB289dsjV2xyt1lx/fz9jY2MbKj8P4xtzJxazBV6aXaSi6fR6XSjZJB6nA0mS3nRiBbem+l555RVcLhenTp1iNpnns18/j2TauGSFSkOnXM/THwnw408fZ6zz/pqhVuXKtm2uzMb51uVpZheW2T3Qyfc+/ch9iZVpmpuIVQtel4OT41tP57ndbqLRKMvLy4TDYbq7u8lms1y6dAmgrTeKRCL31asd3tvL1GKa5USBcMCNYVqkcxWGe8OM3EM31d0ZoDPqZy1ZoL+7GV+iGyaZfIWj+/rWfaI2olartXMnDx48eN/jSJJEnjwzxuhwB4lUEUEQkAWBRk3npW9N09nlZ2AggqLcWo5pWrz04hTXrq5gA4IA166tkM1WGBqOEo36gCimaVIul5mZSVAuxqn6yhTyEVRF35B/WK/XOX/+PB6Ppx3YfTuCATf5XJVozI/qkLFsG8u0cLsdlIp1FEUFbLp7wjz5znFmp5MkE0XcMS+PnhnGNGFmMkE+V0FVZfYe6OXgI30PPHF5pyN6V0+QQ0cHmLi2SmdXGK/XQ6OuU8yWadTqKE6BXKbMzSvzpFNZBkc7UFUnu/f1UspXcHnUNrECcK1/j+VinWDEi8/vYvxgDwuuFB6fkyee2Uuko2ncapW2zjn8TuFu5yqn00lvby+9vb1YlkWhUCCTyfDJT36Sv/mbvyEUCvHZz36WH/7hH+b48eNbfqYW0Wnhs5/9LB0dHZw7d44nn3zy72Q0y7bxbWgL/n3DDrl6G6Ll0D49Pc38/DwHDx5s+4jArXK/YRgPHMa8FZ69McPvfOt1Sg0NyzLRNZ3d0RD//v1PcePShTf8ObZCqVSiXC4zNDRE2nLyn//yW7w6tURN0xnribLH46SmGxRrdWwbwu57m1+20CJXf/vqBH/xzcsUy2V8Xg+vzeVYK7/Kj33Po3RHNk9dtapVdyNW90PLvLW7u7vdPu3p6cG2bQqFAul0mrm5Oa5evUowGERx+CjXBWRZpaczQF93sL3O4d4IH3pqP9+6OE8qV0YSRQ6P9/L0iVEcqsxqPM/KWgFRFBjoDRGLNsmvIks8fXqULz9/k4XlXHuycbgvwuljw5u2uVgscuHChQ1WCw8CSRTp7w3R1xPktdfmee3cAo2Gvt6CEhgb6+Lpd46jrse0rK7kuX5tlXDYg3udGDTqOnOzKdKp0jq5gkbdoFq2kEUne/ceYGDQtyn/0O32cvHcNLWySCgk06jMsXu8qTNqIdbpJxz2YBgmmUxTp+dyq/T2h9B1C9Mw2xEynZ0hOjtD7SieFjEfGAxRLjdwOGS8vu2ZZG5lhji2t5vegTC5TAVRFMilS1x8dY6egQiSJFIp11icTTA/nSSdytA/6gPFQ7lSp1rRiXDrBsfrd+LyOshnK3T0BJFlkfRaAUMzGN3T1SZWsHX0zXcSD1JlF0WRUChEKBTic5/7HDdu3ODd7343s7OzvPe970WWZT75yU/yj/7RP7rncgqFAkC7OvZ3MZplB289dsjV2xCapnHu3Dmq1SqnTp3aVEESBOGuETgPikSpzO++fI6GYRJWZep1AzXgY75c4wvXp9llmm+qK25LjD83N4eqqkwWbf78ldcxLYtirYFl2UytZhjpChPxu3EpMgupPHPJLEMd94+/EEWRdLHGX12aR9ca7B3uwel0YloW8/EcXzs/wz9+95EN29OqWLXev93Pura2xvXr19m9e/cmF2lBEAgGgwSDQUZHR6nVajz/8g2ef+Uy+WK1WRn0ujh2aIDvfc8RFKX5Ux/f1cnYYIxssYoqS/i9Tizb5rmXpjh/aYlaXUMAPB4nRw70IQCT00kABvvDHNzdjS0IBP0udg1EcNyRR9eyWti1axeDg4P3/MymabG6kqdYquH1OOjtCyHLEvF4gQvnF3C7FLq7my3Bel1nYmKNvr4Q+w80hfeJeAHDMNvECsDhVAiHvaSSJQYGG+TSFZYXM+SyVRyqzIWzCyjSLvYf2t3OP1xYWOQbz15mbbGCw6lQKWksLSRYnEvzrvcfJLROsPx+F30DEVSnhGnYiJJAwO8mky41tVjK5ov7nROIsizjcKob8g9vf929CItt27ctyyaXLqE1THwBF70DzQv9wnQSRZXbOi8BEZ/HQzDgY7C3kxMnRxBVg0xynqUrS+QLaaKdITxuL/WqydjeLnxBN6lEgZXZFPWqhi/gYurKMuV8lcNnRvD4nN915OphquzhcJhiscgf//Efo6oqr7766gaDyq1g2zY/93M/x+OPP94e+Pm7GM2yXbzVwc1/H7FDrt6GqFQqSJJ0T+uDBw1XvhteX1ilUGvgk0DTLPyBALIk0bBsXppbZqjL86ZpukzT5Nq1a2QyGfbu3cul6xN85eIUqiIT9bnJlKroptUORA75bo2eOx4wxseyLOYTeQqVOvt39WLaAkuJPOVqA800eeX6Aj/0joM4VLlNqloareaI/vYqFDMzM+3A6jtjc7ZCoaxzeTJLIBhkoL+LtUSORKrAF75ymeWlJZ4+PUJHRwfRaBRFUYiFbulMpmeSvHpuHr/PSVeHH9u2SaZL/Olfnifoc9IRa5Lv187NMzQY4fs/cBi3e3NFc3l5mYmJCfbv37+hEroVSqU6X//aDRYX05imjSgI9PWHeee79rK2WqBe1+nquqW1cjoVFEVmZibJ4FAEVZU3tLRuRzjswed3sryYY246iSyJxDr9jIzEsC2bsy/PEo566e4JUi6XuXFtFqPu5JEj/dgYlMtlSqUSly7eRDcLPP70vqaTeKef/qEIs1NJQmEPqkMmn6sANiNjnfclkulEkXpNw+d3EQg3TTBvr2q1UhFa/lF3+khZloUgCBTzVS68NENipYCuG7i9DkbGu9h/bBCnS8E0moMXpXyVmeurVEsNqpU6a4sZzj0vcPTxUZ553+N0xfq4enGe5GqRajWB6hDYf7Sfsb1hpi/bFJNOxvb1EAg1241LMykkWeTkO8e/K8nVw3hcybKMw9GUKTxI+PG/+Bf/gsuXL/Piiy9ueu7vUjTLQ2GHMG0LO+TqbYhwONx2ub0b7ozA2S5KlSqNRgOfS8UfCCCunxwkUUS3LCz7zdF01et1LlxothhPnz5No9EgXqxRrDbojfgRBIGwz8NKtoAqSdQ0o5nNV6kR9bk5MHB/J/hKpdKeDvL5fDR0i8mlNJW6hiQKNDSDYqXOC5dmedfxsTfUBmwRxUKhwIkTJx54THx6Pk2p3KC3K8DkTJJcsYaAiKaLXJup0dNVolqtcu3aNQKBALFYrD21NDmTxLZsAuuidkEQsC2bfLFKd6efSNgL2ISCHhYXs9ycinP0kVs+Xq0W8/LyMkePHn2gINxXXpphZjpBT28Qh0NB0wwW5tN864UpOrr8tG3Gb0OpWONKqkQmXkJVJcJRL5IoUi7V8fqacT/1ug42PPPu/czPJKmVGvT0hwgGXajr1buF+TTLi1ksu/m9dkT7SK0m8a5/fp/PR1dXF15PlkpZIx6PMzExgcfjIdYdxLKCpJM1atUGWl1HFgTOvzzN3GScPQd66R/eSIaL+SqvPj9BfDnXzGt0KgyNdXDssTHUlpnpbe3ju1W1mkMRNudenGZlPkNHTwDVIVPM17jy2gIuj4Pu/jAzN+PkMmWSyzmq5Qa6YdBYn/RbmkmgNXS6B8IcOjHMwEgHhWyzpej0SlRrJVaX41w+N4XDoVBrKMgVG7fbTaTTz9pSjkK20iR6CKRW85TyTa+tWE8Qh1PZlIn47cDDnEvK5XJ7EvRB8FM/9VN84Qtf4Jvf/CZ9fX3tx/8uRrNsGzuaq21jh1ztYEu8kbZgKpWiHl/GqciIqrNNrGzbptTQeGLXALJQe0OVMWjqkS5cuNA2O205y0vrLtyG2Ywb6Qn7qDY0sqUqFjZruRKxgIcfefLwfTP4MpkMFy9eJBKJ0F/VWKoaTCylqFa1ZkvNsjEtm6Dbwddem+LQri6CPudDEatGo9EWqp88eXJbejddN0GARLpErlDF53Uiic3IFkkUmV+u8fjpRwkHHG1vqJmZGRwOB0tLFUxT33CHXCrXwYZ0qkQuWcIGgkE3tiCwtlaAR5rrtSyLa9eukc/nefTRRx8oSqRQqDE/nyIS9eJYJxeqKhPr8LG0lGVgsFmZqlQabeuCRLzA3EyKaNgDtoWuw9TNOE6XQqFQJZMptyuEe/Z2sXt3J6l4gWjMi8shUy7UcDpV3F4HoiiytLhCuWZw+PBh0okG2IkNn9+ybMr5Booi4RQ7GNg3gi1qpNNpZGeBYMwgn7TI5mv4A14EBJbn08RXcjz2zr0M7+5sL+fsC5Mszqbp6g2utx3r3Li0jMvr5PCjTc3ane3D26ufraqWrusUsw3Wlop09AawLXs9R1BBa+jM3ozzzPc+wqHjQ1w6O8fSXIpytkopV23eBFQbyIpMcrXArr3dPPrUHoJhT1tXZpkW9pqAT7UJ+fJ4wwqmpbO8vIJlWbhcbhplm3KpimbqTF9KMKMV0Ro6pVyVel3H7VXx+px09AYZOzRA92AYWXnrLzMPG9r8IMerbdv81E/9FH/+53/Oc889x/DwRp3h38Volu1ipy24feyQqx1siYdpC9q2zezsLLOzs7z7+BHyvgWevTlLWdNQRImarhP1uvnBo/tZuHR+W0HId2JlZYXr168zNja2QdsjSRIdHoXeiIOFVJ6+SABFkhjpDGPbNv3RAB98dC+Hh7qJ+u99Yl1cXGRiYoK9e/fi9XrJ5XI8c2yY//ZnL2LYNsVqAwQIeByM9UZJpEtMr6R5dN/AtolVuVzmwoULBIPBNlHcDro6fEiiSCJVQpElJLE5tKAbFr29ASo1jaWVHD2dQ/T19dHX14dpmmSzWeLpG0zMJLGMcjvfzTBM6jWdPFUCPmcz83A1j2laPLKuedJ1nUuXLmGaJo8++uhdE+/vhKYZ6LqJz7eR2KqqjG5UCIXc7Nvfy5Ury+SyFRDg6oVFGhWNhkNmeiJBOOIh1hWgXtN59OQIjYaOZdl0dgUYGGxOFfp8TuanEogImKaFqkoEo16q9Qr+sIf9+06RWK6yNJsin6lQr+iM7evCNCwuvjrH0kwKf9BFJl6gqyfIE+/Zz4EDB7Btm7XVJF/441fRjRrFchXNbHpQ1UoG1y8tMrArhiSLpBNF4ks5OterOgAen5NGw2BuIs6+R/pRHRtPwy2S1ToGLMtidXWVVCpF0NNNo5ZiaTpJNlnC0E1Up4Iv4EYSRQzDYmx/D4GIh6XpJJnVPG6vg2DEg2la1MoalWKDmaurHDo5jNPVJPDVcoPz35xkdSGD3jBYnUvjjKscPDVCT08P9XqdtZU0ulnm2o1LlNIa8zcz7N4/hGkIFHNlkit5dM3E53cyeVlm7kacAyd3cewdu99ygvVWhjb/5E/+JJ/73Of4y7/8S3w+X1v/FAgEcLlcfyejWbaNncrVtrFDrt6GeJAL/3bbgoZhcOXKFQqFAo8++iiBQICf7OpiJBbhG5NzFGp1DvYO8cEDexiJhVl+SE1Xyxh0eXmZI0eObNIjiaKIJMA/fsdh/q9nX2c505zsERA4ONjFT7z/FJ3Be7faLMvi5s2brK2tcezYsbbw1bIsHj84xF+/cJ18tYaqKngdClG/G5Fbbc/tEqt0Ot12qt+1a9dD6StGBmPs2dXB7EJ6vQIDDd3E53HQEfWRSG42UJQkiVgsxnuf8VGpq8zMJ6nUTFKZJPFkGcswUGQVVZWQJQkbm0K+hmFYbasFl8vFkSNHtnVhCwRcBAIu8oUanbeZmhYKVXw+F5F1PVRPb5D5+TQLMylszSQU8uD3uzEMk/haHsOwcHsdeDwqR44NbliHbdskVvOYuolm2Xg8Kppmcv3SAl0DXh5/7B28+twsi7Mpirkq8ZU8lUqduck1FFUmtZJvBiY7FWrlBnOTCSzLpqs3iD/oBkvBoXoYHulrWz2Uy2XyxSKpVJKOAZnB4V5qVRtdM3A4N55qnU6FakVDa+ibyNWdWFlZYWpqqmnuq8t84y+uU8yU8QXdOF0qjbrO/EQcp1tBkpsxTZGoD0UWsQ0bT9i5PqQiIYggyQLlYpV8ukysO8DaQoYX//YKK7Np+kc76BmOIisi184tcPXsLONHB2nUdFTJxbF372P0QBd//Okvobpk1lbXWLyRxmhAvW6gqDKR7iCmYdJo6MxdX6WrP8zgnntr8N4oHlZz5fF47vt7+/SnPw3AU089teHxz372s/zTf/pPgb970SzbxU7lavvYIVc72BLbqVy1zDRVVeXMmTPtdpYiSXzw4B4+eHDzXdfDVMZalZJarcbp06e3vOtsnWBHu8L8f/7ROzk/s0qhWqcz4OXIrm6c6r29oFrGl41Gg9OnT9+WV9e0YnA5FE7s7efFS3MMdgTXHzdJ5soEvS5G+7cWn2fzVZKZEm6nQl/3LfPKxcVFpqam2Ldv330nle4FVZH43vccpFiq8a3X5xAlkf6oj+4OP1rDxO1SGOjdWgvl8zr5vn/wCBevLnNzMo6sSOwaMLhyaZGGphFPZBEEAadTJRpxU8yXOHv2LB0dHezZs2fbFzVVlTl8ZJDnvnGTleUcXq+DalXDNC2OHx/GtV5NGRvrZNeuGP93ooTf72pOwckikiwiSiKZdAlRltYzCDcikyoTX8lz8HA/xVKddLKEUa0Q7XAyNNDDwkyWpbk0Wl2nVKgRiXlxeVTKhTqFdBmnQ8YfdFGtNJAlEdOymZ9KsLqUwx90oyjNfECtYVAt1VmYypBJljBNC1/IiVYzmZycJJcpUSiVYNGgszvS/m2UCjXCMW/bW+pumJubY35+vh0blM+UEWywENBqOqV8lVqlgW2B3tCpVxuoToVGXScQduPyqFRLDTTFBNtGdSpg25TyVeJLWeZurDJ1eYXZG2vIssjczTWqpTqD411YFqzMpSnmKoRjPg6cGGR4nSQJgoTX50EyVaq5BPWaRq1SBxFk1SLSFaBaMgmGPcSXst8WcvWgldMWttMWvB/+rkWz7OCtxw65epui5XV1Nzyo5iqVSnH58mV6enq2daHdLrlqBTx7PB5Onz7dztvbarnQrD4F3E6ePrjrgddRqVQ4d+4cHo+HU6dObVjH7cHNzzw6xlIix0I8jyiAadn4PA7+wZlxgt6NTue6YfLVb05w7soS5WoDRZYY6gvzgXfvJ5deJR6Pc+zYsbvGwmwHbpfKR77vOA5FYm4hgyxJpNJlZFni9PGhuzqd27bN8mKW5dk0ZlnDE3Dh9Lnp7g7R2eGnUKyhNRpIkkUikSedjrNndz8+nw9d17d9UQPYt78HRZG4enWFQr5KR6efAwd62b1nI8HUNYNKpUFXb5D4ap56XcfplBEFKBXrjO1x0r0FaazXNHTNoKPTjz/owqZMrCtMJByjXGowOxFv+kJlyvhDLhRFxu11YBoWhWwZS7cQhDKSJFKzbGzLpiIKlApVACIdfjp7g1x6dZbkUpZirgpC01OrVq4zeS7L93zkUTxHFCTrIpfPzrG2msTtURFQ8LjdjO3f3bZM2Oo7aeUxHjt2DL+/6aFWr2pEYj5s02ZxJoFpWCiqjMMpk14tUCk2cHmcqA7o7AvR2RekkKvicjuQVYlyvkomUUQW4eUvXSGTKDK0pwtfwInL62xW/FZyBKI+OvuaNwGPvXc/XX1hJPnWtgajbiYvrqGXCoiCgCJL1EywdYtisoYkiUiqiLlSRw1YDMabrulb6QgNzSC+mCGbKCLJIrHeELHe0LYquG+l5moH7LQFHwI75GoHW+J+5KflKzU9Pc2+ffvo7d069Pdey39QzVUqleLSpUsPFPB8uyh4O2gJ13t7e7c0vmxNa9m2TUfIy//r+05yfmKFtXQRr9vJodEuhrYIT37l3DzPvzKN3+egvztAQzO5ORNnZW2Np090cvLkSVyuu0fPbBc+r5Mf+uAxbkyusbSax+GQGRuOMTIUu+t+u3Bhka89ex1BaGbfJdYK1OoahtW0TOjqDCAIsLKcwrbh+LExurtDrK6ucvPmTXw+Xzsw2efzPdBFURAEdu/pYmx3J/GVHCtLObKJIpOmzfBoR1ufpKgyPr+TRl2jtz9MMlEkl21gWhb+gIvHnt6zwbW9BX/AhcvjIJstUShmcDoddHd3k06U8PqcWLpJrl7GNO22B1hzu5r/aDR0wh3edmh0uVhDrxm4XM3tEkWBQ8cHeeVrN8hlyiiyjOKUCUd9yIrE3FSCa68v8PQHH+E9HzzF4FA/k1dXyOcKIBr4IrCweoOKlmq77LdIqm3b3Lx5k1Qq1c42bMHtdSJKAtVynd7B6HorsEmayqU68aU8PYMxVBX2Hh4ksZzHsmy0hkE2XiaXKBLu9HHk8VFyyRL1qkYmXkRSZGoVDV/QhYBAcX2C0BtwEe0MbCBWAF1DASZeX6Fa1rAtm1K2gmXZOFwqumaSW6syuLsLl6TidDqYn1vg+vXr+P3+dqiyz+dD1wzOf+Mmi5Nrzeu3BapDZu+JYcaPDT0wwXoYzVW5XN4JbX5Q7JCrbWOHXO1gS9xLc2UYBlevXm1PiAUC9w8+vhO3x+zcDbZtMzc3x8zMDPv376enp+e+y21NjG2nKna7cP32Ees7txduTXJ5XSpPHR2558nfMExev7yI0yETCjTbi4psIQsayYxBtGv4TSVWLXjcKscPD3L88OB9X1uv67x+dg5VlejoaFZHgkE3yWSRWk1HlkUWF7OUyyVMs8Ez7zrEO95xGFEUGB4eRtO09vThwsICsiy3iVY4HL7vBW/i6irf+sZNSsVa+7vrH47y7g8cwutzIkki+w/28Y2vXGvqsSIeCsU6pXyNA4f72LN362PCH3QzMBzk6186TygSINgZIZ0ooWkGjx4Zo1KssbBuQWFZNqIoUK1ouNxNjRm2Rb2iIcnNmwBNM/H6HLhvE+FbhoXP5yQc9eH1u1BVGYdLQW8YlEp1luZS1KrNZe4/MsCeg73oDQOHS0UQmmkC6XS6PZzRIqmFQoFqtcqJEyc2HR/+kBt/2EMpX8HdFwGEdbsFi66+MGuLGWAMgMGxTp76nke4fn6RlfkUi5NxAns6OXR6BJdHJZcq4/I6qJTrxHqCFNIVCpkKjbpGPl3C6VY58sQoDtfmtqsn4CAU81DN1amVakiKiCI2dXmGbmBpBstTcQb3dFFaa+BzBzj6+DFqWpVMJsPS0hKCINDIwcLlFF0DHUiiiKzK6A2diXMLdPaFCXc92LnlYTVXO+TqwbCjudo+dsjV2xQP0hZsNBqbHq9Wq1y4cAFZljl9+vRDtYTg/pUx0zS5evUquVxu2wTuQatiLeF6PB7n+PHj9/RnapEoTdOQZfmBrBbqDYNKVWtXOxoNjVQ6hdfjxhJsao03ZkXxZiCXq1As1tpRNy0Eg250vcS737mPqZkZCgWbxx97B4ODt/x26lWN11+ZJbFWIBByc+joMSTFIJ1OMzExQaPRIBwOtz21nM6N04GlYo1XvjmJaVoMjTSdqXXdZH46yeVzC5x5qqnV272vB00zuHJxiXKpjsulML6vm5OPj921rZbNZjGENKefGqeQsahWmk7j+x7pY8/+XqrlBssLGV75xgQri1lcbgVVVQhFvRSyFQRc2IChmwiCQGdvkM7uIIp8iyyKkoiiSKgOGZdHRZJEGrVmtl+tplEtNTb4dclyU6fVgmDJuJUg42OdOD0KyWSS2dlZGo0GiqIwMzPTJqm3m/2OHehl4sIilmVRLekoDpnBsQ4cdwjjBUFgaE8X/SMdVCsNvv6/X8c0LfwBd9NaI+IlvpRFbxh4/E4CEQ9rixmqZZveXVGOPzXO4O6t/ZUK6TLFdIVKtorDIePzu5rB3i6FYraC6pCJdAU4dHoESZFZnkzg8To5/q6mtrCV8/fs519meX6N2RuLGA0LwRbwBrx4fW4Gx7u2Ra62W7mqVqs7bcEHxU7latvYIVc72BJbkZ9W66y7u5vx8fE35NB8L3LVCtAVRfGhCFxLfH4v3C5cP3XqVFu4vhVyhSovvDLF119M8pWX/oz9e7p4+sw4/X1d99wHLpdCKOBiLVlEEi2ymSzBYABRcqDqdcLB7/yJ3eFQUBSJhmZsmFrTNANRElhdmyMakXn3M+/a8D2sLGb43U9+g5XFzHrlR+Trf3uFD3/sDIdP7GH37t1UKhXS6TRra2vcvHkTr9fbrmr5/X7WlnMUClX6B2+FRsuyiD/gYmYizokzo6TieRKreQRB4Mmn96C6VBwOmWDo7vsukUhw9epV9u4bp7e3F61hND2YPGqb3Hj9Tt73/Ufp6A5w9vkpKuU6Hq+DSMxHJOYlkyjhcjvQdQOnS8HQTWLdQTp6gu31RDr8OF0KmdU8icUM4rouzzRtZFkklyhw4VtTnHznXqTbSJXW0Lnw4hQTFxZIx4uIksDg7k5iYypOp5OTJ0+2993t+Yet9mH3QJjh8W4sy8blVjEME72uk14rMn50c7VSkkV8ARfdQ1EmLiwSivkQBYFwzE+sK8js9VUWb6zRqOtgW+za38vj33OAcIe/XRG68zhfvJFEkgQivUHW5tJIqoRW1sknqjicKt0DEVxeJ4pDQVZkgh1+VmdTVE/Wm63N9Zw/syJi12U8DgfZYp5quU52rQgimKKOKygxun/4rhrLFh7WRPRB0g92wA65egjskKsdbInb24K366vu1TrbDu7WFrzdGHT//v0PReDu13JsieO9Xu8m4fqdKJZq/N7nX2Z2MYPb1RRwv3x+lanZJE8ci9LT3dGuzNwZJSSJIqeODvE//+9XyGZr9HRHMSyJXK7EI/t6Gei5v5P5W41w2MPwrhhXLi8321oOGa1hEI8X8PlNgsFODh48uGEfGYbJn/7hKyzOpYl2+nCuO6xnUmX+8vOvMTQaIxjy4PV68Xq9DA0Noet6u33YIs7Vgki9VseyLDKJEsnVPPWahigJRDsDfOtr17l5aRld07FtcHsdHHtslCOnRu76eZaXl5mcnOTgwYPtnDbVIW9pd+Byqzz2zr08+vgY8ZU8umYQinqRZYkXvnKVlfkMiiphGhahiJdHnxhra8EaNY2zz90gnywgYFPJVdEbBgjg8jkYPTDIrvFubpxfpKsvzK59t9qXl16a5pUvX6WQraBrBrpmcOPiHH2jYX7qP/4/cDgcTXf9so2/P4onoJIv5Npky+Fw4OsQWLqZZ+ZKgUq+hq4ZzUrUXJLRfT14/JvbzSP7e1ibT7Mym8If9mBoJrIi0tHtR2/oRDoDeP1OTM3kwjcmeOwDj+DyOjbF8mh1nVyiTKw3gM8XoFyokZhLYWNjm82/xEKafSd3tf2tZEWiUW1g6rd+l1pDR68bYEOt0kCRVbr7/dTKDSqlKqZm8tJXzrOaXiIYCra1WlvZJzysoP1OQ9AdbI2dtuD2sUOu3qa4X0urVVlqteey2SwnTpx4U6baWsu/s7q0vLzMjRs32L17NwMD2zfibOFelat0Os3Fixfp7+9n9+7d91yHbdu8fnmRucUM/d0h5HVRr66brCaKqJ5u3G4H8/PzXLt2jVAo1CZabrcby7JQhQIHRz2kS0EqVQNFgcdP7OKZJ/a07Ri+03jHU3uoVjUWFzKYpoVlmyhqnTNndvPII49sIrhTN+JMXl/D5VLbwc2qKhMIuUmsFZiZTHDs5MYpTUVR6O7ubreE8vk8s9PLaPo8Lz13iUbFQlEUnE6VQrZGraJRKVTp3xXD62uS0Fy6zOsvTNHVG6K7P4xpWiSWcxRzVZxuhYZVZHVthfHd+1ieLPDiF5uRRUN7uhg/PIDbu3UFVFHlTZE17/rgYZbn0hQLVRwOhb7hKP6gG9O0uP76HJdenuHq2Tmq5ToiEIp5KRfrCAJIkojToRAIe6gU6yzNpNrkqlKqM31lhWKhimXZBGNNc9qQ7KGU1LjwzSmGx7u59K0psskSogDhTj9HntzDkSNH2savqXCKuZvLZNMZ/CEPA/1dRGMhVmbTvP6Nmzz5ocObju1IZ4DH3n+QiUtLJJez1Mp1HErTcHb81GjbFsIyLVZmkyTms+w+Oth2im/F8piWiU1Tq+YLuekZDFPJVZoaqrrePK6FZtvYMi1ESaSYLRPu8G/QrDWqGk6vSiDqYf7aKk6PSqVYA8Af8rBrfABJEjmw9xCaVSeTyTA3N4eiKESjUSKRCKFQqH0u2WkLvoXYqVxtGzvkagdbQpZldF3n1VdfRRRFzpw589D6qq1we1vQsiwmJiZYXV3l6NGjRCKR+7z7/su+k1zZts3i4iKTk5MPNN3Yih+ZXUita2VuEQxFkRAESOcavPPx/YyOjlKr1UilUqRSKSYnJ3G73RiGgSRJ/PAPvgtRUsgXq7idKt77eBt9uxEIuPmhD59gcTHDynKS1dUFjh47wMjIRkNTwzB5+RuTvPzcBPlUCUkWqZfreP0unB616Qpv2dRr+j3XJ4oi4XCY8KNh6iWFz/+PFzBNC0E0yGZruL0O6tUaCU1jz4FbVdJQ1MvCdJKVhQzBsIfn/+YKC5NxdM2kWCri9ML3fuRpzj8/z/xEok2mXvrKdVYXMjzzA0fbjuT3g8OpMLJ3s+/YxMVFXvnKdSy7GaJsGhZaw8DhUvD4HLg8DmrlBtlkkWq5gSSJaJpOPlMmtZIjlyyxMpekUdPxh91ks9mm1ivkJxMvcOPcPCvTSSzbprO/mSqQWs3z8peu8O5/9CjBqI9YLIbX7ed6cI3QExEExaZcLrGWWAZL5Oq5MgP7ogyO9G4ixtHuIB6fk5f+5hLFZJHEYob0Wh6jYRDtCaA6VBxuFUmWSK7kGD8+vGmYI5VK4Yko1HM65XyFSrFG32gH5WINRZHp6AuRWs6QWs6xtpBGAFSnwp6jgxvao063A1/AQ6wnRCnTJGeyKjfF8YqEqspYFrjdbjqC0XaqQD6fJ5PJMDU1Rb1eJxgMous6jUZjWyHHO1YMO3grsUOudrAlKpUKlUqF/v5+9u7d+4b0VVuhRa7uZtr5RnBn5cqyLG7cuEEikbivcL1lt9AK0HU5VSxr822Ybduo6q2fj8vlYmBggIGBAQqFAhcuXGi2UDSNV199tV3Rcjnf+Od7I7Btm+WFLDMTcWrVBl29IXbv68HjdaCqGg0tzhNPHtnS0PTCq3O8+s1JnG4Vl0ellK9Sr2qUizVcbgUEkUDEx+CuB9ex9A2E6eoJISkSprE+keeVmbi8TC5TYXJiimDYj9fjwb1+ITR0k3MvTDF5eZnOniC5YganJSKaTr7xF1do1Br0DkVR1r8fXTNYmEoyfzPO+JGBLbcjmywyfXWF1Goeb8DFyL4e+tZF9i0YusnN8wtNIuV3sTyTBrvZXtQbBogCumYiqxK2aVOrNMjEC5SyJV74y/NoNR1v0EU2UaJabaDbNTweN36/n1qlgcOhUCnWEAQY2X+LVHYPRliYWGPq0hKHH9+N4pDR6nozaibkxel2EI1GMU2TUqHIwtQaly9cYX55uq3TikRuGZhef22WxYk4nQNhBAEK2QqLN1dZnFgj0h1AkkRsBAbHNx4DoiiyvLzM9PQ07/n+J5l4dZm56ysU0mUURcIb9DC4t4tgzIcv6Gbu+gqCAIN7uhne10PX4MbjQnHI7DrYSy5VwBd002jouL1OapUG4c4AlVKdgT3deAK3WpySJLXbg9CsPqXTaXK5HFevXsXpdLafDwaD96xm7UwLPjh22oLbxw652sEG2LbNwsICU1NTyLLM/v3735L1SJJEpVLh5ZdfbmufBFHklUvzvHplkVKlzthgjCePj9Ad9W9r2bdrrjRN4+LFi+i6zunTp+9pfXA7qWotZ/+ebi5cW6ZQrOFfb2nkizUcqsy+sc2u05lMhsuXL9Pf38/IyAi2bZPP59sVrdsn6GKx2JtaDXwQXDg7xwtfvUGt2kCSJC69tsDVi4scPBEll09y5MgRQqEQ8ZUc8eUcoijSNxTBF3Bx9fxiM6cu7EFVpHbp3zRtqlUdwYb9Rwbo7d/s93U3qA6ZYMhNpMPf1jMB5Lpq1KsWnZ2d6KbG/MwKhUwFQxPoHfKRS1QJhNxkcs0qz/DIILpmcu31BQJhd5tYQbPtJ0kCiZX8luQqsZzl639+nlyyhNOjsjRtMHN1mVPvOcC+Y0Pt183dWGXy4iKiIBDs9OMLukiu5REEEEQBxaFQKdZxelRM02J5OkGtWKNeaU7durwOamUNxSlRXC0jyhCLxaiWG5TyFQTLBttEkSV0rRklY1s2yeUsizdWKSSLLE2uMXZ4kNFD/XgDLkr5Gk538xiSJAnBVhgY7uNd7z2NYTdtMhYWFrh27Rp+v5+AL8jkxXl8YQ8Ol4ov7KFWamq2HC4Vt9eJaZjkkiWq64apLSwtLTE1NdU+Rjo6Y+za34uqyhQyZUYO9qG6FGzLBgHGjw3x9IeP4/a67npzNnqoH8u0uCxNMXNlmVyySCjmQ5JFIt0B9p28dxyU2+2mt7eX6elpTp06RaVSIZPJMDExgaZphEKhNtm687f/VpOrT33qU/yn//SfWFtbY//+/XziE5/giSeeeMvW95Zipy24beyQq7cptjphmabJtWvXyGQy7N+/n+vXr79l62+10Xbt2sXo6CgA/+tLF/jaq1PYVnPaanopzfnry/yLjzxOf9eDi79bbcHbhetHjx69p3C91QZs2VO0Lgb7d3fz+IkRXjk/x+JKDmg6oT91Zoyx4diGZSwvL7f9slqeXIIgNFtg4XB7gi6VSrUNOP1+f5toPUjO2RtBPlvh5ecnm9Np61UZQze4fmmOSjXNP/7n78Xt9vDCs9e5dHaOelXDtsEXcHH45DC1qobbrVLMVVBVhc7eEMX16pXX56Kj00cs6sWybCTpwT5HZ0+Izt4QK/NpegcjSLKE1tBBEBgc7SCXrpJPlMgmy+iagdOjcOmlaYqFKh19Xjw+J51dzalN1SGAbWPom4cZdM0ksZThi7//IlrdoG+0g/Ejg/hDbi69NE0+XWZgd2d7/6fjBS68MMXg7i48Pic3z83z0peukE00MyZz6RIuT3O6MLGcxbJtPAEX3kAYsOkeimDVNbIrNcqFGsGYD6dLRRBtSskikQ4fpWyN6QsLyKqEpZt4/C5UWWThxgqGZjB2ZJBCqsTMlSUaNY1AxEOjpvPql6+g1TUGd3dx9qtXMQ0DX9BDrdKgXm7wyBO78QbcgJtgMMjo6Cj1ep10Os3ywiqLC0s4XAo1PQy6iKMV3lysk0+X8Ie9DO/rWa9MNnC6HSwsLDA7O9uO4QFQHQrD+3pxuh28/LeXyKwVcHmd1Ksasioxeqif+FyaermBy+eke1cMh0tt25iIoogkS+w9sYtdB/pILefIJYtYlo034KJ7OLZBo3U3tG6GVFXF5XIRjUaxbZtqtemplUqlmJqawuVytStevb29VKvVt4xc/a//9b/4mZ/5GT71qU/x2GOP8du//du8//3v5/r16wwMbF09/a7GDrnaNnbI1Q4A2kG8LfuD28nGm3nBbxmDrq6u4vP5GBtrGh4urOV44dwsHqdCwNe8w7Qsm6V4ni9/6yb//B+efuB1iKJIoVBgYmLigVzdW5/VsqxN/lWiKPCBZ/ZzaG8Pc0sZAEYGo/R1B9uvs22byclJ1tbWOHr06F3bjoIgtCfohoeHqZSrxBNJ8vkcs7OzOByONtEKBoOb7vYTa3lmJhJoDYNYl5/R8S4cjntnJd6O5cUMpWKN/qFme8ayLFKpFIpTwNLdOJ0upm+s8vqL0/gDLjq7g9i2TSZZ4vVvTSOrCuVSvb28cMSDx+NA0wwOHh3ANEw0zcAyrbv6T90JSRZ54t37+PpfX2ZlMQu2jSiJ7DnQw6mnxnnpa9d5cSpJpNNPV1+YWFeAXKbI+W/dpFowiXa6WVtba34eXcQTdOB2qRSyFQLhZhsxlyqRWctTL1UJRb1IssRrX7vO4lSCx//BIRJLWUKxjc7y4Q4fyzMp0mt5IMj5b04gKxK7H+ln7uYaqkOmWqoTjPlQHDFAoLM/TDjmY+xQH1q1wV985jnqVQ2tppGLFyjlyig+Aatho8oS/oALb9BNeiWH063yyGOjeP1urr8+x8pMAkGAaqlOtVSjoy9M91AMh1PBMky+9iev0tEfplaskY3nCcYCdA/HOHR6lD1bVOecTid9fX309PRQWraYvb6EKArEk0mq9TIOl0rA6WbkUB8dvRFsy6JabmDo5oZ8w6385rqHojz5vUeZu75KLlmkb7QDX9DN7OUlMqtZoGn31TEY5sT7DuK7zUajZfPgcKn0jXXSN7a1r9a90KpS3/57EQQBj8eDx+NhYGAAwzDI5ZoTlx//+Mf58pe/TGdnJ88++2x7gObNxG/+5m/yoz/6o/zzf/7PAfjEJz7Bl7/8ZT796U/za7/2a2/qur4dENb/tvP6tzt2yNUOyGazXLx4kY6ODvbt29fWCsHDxUrcDbcbg+7atYt8Pt9+bnoxRa2hEwneOnmLooDf6+DaTBzdMDcYON4Ntm23q2IHDx68r6v77STybsaggiAw2BdmsC9Mtapx/tw8X/riZWzbZveeTpyuCqbZ4NFHH30gzVitqvHyC1Ncu7SEppv09oU4cWY//qBEKpXiypUrWJbV9oSKRCJcv7TC1790lXKxDgiIksCusQ4+9OETuD0q2XSZSqlOIOQhELr3NghC02U/vhZHkiVisRiS1DwVTF9fw7Ys/EF3+7NHO/3MTycZ7AmyupTD0A0EmiaghmHR2RPA6ZSZvBynqy/E2mKW3qHopsiUu6GjJ8j3/eNTLM2mqVUb+IMeeociKIqEy6mwa08XvevTfPV6g2IlQyDkxal6MOsy0XAXhWyJcr1Cz5gHXWuwuLCMsCDhcjbjXGRZYGCsC4+v2UKLdPlZnEoyc3UFQRSxzI0DEJbZdG0XRZHUSnMisW+kWak0TYvkcg7Ltslnyjzzgyc4/vQ42OBwKzSqGl/4v57H4XagOBQsG2zboJgvERD9aDUTySMxcqCfjr4Q116exrIsStkq0e4QY480J2VTy01i0j0YY2hfNw6ngmmYxBczrM2niPYG6R/rIp8qggCPnBllYM+9w79FUWT/iRHyyRLVUo3u7h4ys1U0XaNz2EfFyLOyVqWeNxjc08tqYoXV1RWOHz+Oz+e763KjPSGi69Yipmnxtc+9RDaep3e0C1ESMQ2TlZkEE6/OceZDR9vtd9u2N1k9tP79oGh5cd3rBkqW5faNy+///u9z9uxZPvaxj/HVr36V//Jf/gt79+7ll37pl/jBH/zBB17v3aBpGufOnePf/Jt/s+Hx97znPbz00ktvePnfEexUrraNHXL1NkXLob01Qbdnz54Nd28tQtWaeHujaFXGJEni9OnTZLNZMpnMrfWtn0xtez3fbR2mZeNQb504K9UGV2+ski/UiIQ97B/vwbWu1bEsi+vXr1OpVOjt7b0vsWqd4LeqWG2Fel3n83/yKjdvxlFVCduyuXhxhr4+P//ip/7BAxEr07T4wv8+x7XLy/h8TmRF4ub1VVaWc/zQj5xk37592LZNsVgklUoxNzfH2Vcu8PoLaWRJoXeg6aelaQZTN9Z48es3WFvIcP3iEo26TiDs5eQTo7z7e49s8nbq7Q/j9blIrOZoGCXcLjehcJjluQyPPtGHLEvUqlrbm2gDBOjuC7HnQC8Xz86RTZXJZytEO3y4HAovf+U6pmYiAX/+2W8xvKeLZ37g6F3tD+6E06Uytn/z92UaFsK6ZUW1UmV1bZVwOIJkaIQiHqqlOon5DLG+IE9/8Cjjh/vRtAZT1+eZvrlEuVyiUTYpFy0E6VYlVhRFPD4nieUsA2MdXHl1Dk/AhSxL2LZNciVHuNNPR1+Itfl0c2Pspit7/0gHnX0hUqt5JFniie851G6tASxPJahVGgzs7mT++iqSDIVcHUVSKKTKCAL0jkTpHgw3HeBFcLocZJMFBse78QXdjB7qo5AuIUgSXr8T77pvVSFTJrOWwx/xEYr5cXkduLwxVqaTzF5dui+5AujZFeOJ7z3K9OUl0usTgYV0iWDMj8OlkElkkRQR01VlYWGecDhMsVhEVdUH0gjm4gVSK1lifWHE9QqmJEuEOwPE59PUSg286+S9Ze9wu9VDC62q1v2I1nY9rkRR5MSJE8TjcV5++WUCgQDPPvvsm1a9SqfTmKZJZ+fGKlxnZyfxePxNWce3GzuC9u1jh1y9TdGqIqVSqS0n6FpkYzsZfXdDLpfjwoULGypjdzq07x/twudxkM5XiIWa2iPdMKlUNR4/ugtZEllayfH7f/Iya4kirVuj/t4w//SHTxMOOrlw4f/P3n9GWXaQV/7w74Sbc6qcukLnnLuVEwIkEW0RnMfG2Hhs44Ex8zczr8Fm8IIZ25rBYA+MGdlkMCAkgoRyaKkldazu6so53ZzzSe+HU3W7Wx2kFuAJqr1WrSXdPvfcc0/c93n2s/dJVFWlubm5MRl1OVxOuL5KrIqFKqdPzzM3l8LptLJpcxsDA6YWZ+jsIqOjUVpbfSDoJBNJWlq85PMwPBzlwFXMLVcxM5lgfCRKS6uvYQvg9TmYm0lx7OgUXT1hlLrG4kyBeLSGzRrELtnRlBRuDywtLmKxWHE6HVhsIg9+82XK+QpWq4wsS0Tn0/zw28cRJZG3vHvPRZ8dCLnZvKOZn/7wOFbZjozIwkyajp4Qu1d8qTrXhZkYWUZbae3Vayr5bAmlohBp9rJpRyebdnSQThSZHFlm8twyQy9PY7FIbN3TTTDsplqpMzY4TyDs5oa3bnvtJ8pl0NnXxMTZRTKpLMl0kubmZiRBJrkYpV6oYHXIoKksjcd4oVglMZ9i3aY2tu3eyPY9m1BVlaOPDxKfPsni4hIALpcTt9tNrapgtVnYcXiATLzA0nQSMDAMTJJ6+2ZsdgvNnUH8YTeJpSzNK2J9SZZQ6hobd3dfRKzgvJ6xqT1IOpEhX8zj8bmpFGpYbaZQe8POHrwBF/Wait1po5ivrOikwNANMvE8fds68QZcnHp2FKvNnFAsZEqUizX6L9AjaaqGWlcYPT7Dpr29RDqDr0pIWrpCtHSFGtOxcyPLTJ5doJgps+3QRmSvRtUosmnTJkql0kX5h6uTr16v9/LaTVVDV/WLbBdW95mm1tDUSwkUnLd6uJBsvfIavVxV6/UaiAK43W4CgQD33nvvNb3/teCV++bnLbFYw//ZWCNXb1Bks1lKpRKHDx++JPMNzBvDq+X/vRZcyRj0lS7qkYCbd962ne8+epr5aHZlGYH1PRHect0mNE3nOz84zuJyjrYWP7Isoqgas/MpvvX9l9ixQcbn87Fnzx7Gx8evuN1XEq6DmbP39a8eZXY2iSSJ6LrBsZdnuOXWTdxy60ZmZpIrhFMhnU7j9XrxeDwsLKSZmky8JnKViOdRVf0ivyVBEPB47MzPpigWqvzw28eYGImaFhCGgaJo1GsGzS0tGLpBpVqhXC4TXUqRiBXweax4fHZki4yhQyqR57nHhrn5zVsbxpAAS0tL6HKKd//qIfJpjUqpTktHgI1b23GvPKg3bu9g9Owis5NxaqUayeUc1XIdX8DJ0EvTtLT5CUQ8tHYEaO0I0NEVJL2UpaUz0JjQszus+IIuxs4ssO+WDa/ZW+pyGNjazsmjw4ycniHSHKaQqpFJJNFVjdbuEFa7hbHTc6an0kySVCzP8LEZ9t6ykX23bTYnXncPMDUYQ1V13AEb5XKZ5cU46Viepn4b6Vycw2/dxOxwgnKxRqDJS2tXEKfbbtpxuGzsu3Uzzz98hpnRKLIsomk6bd0hth/qv2SbW7pDeAMuZsbnsHgM9t64BU2F1FKWPbduIjqbQqnVARdWm0xLT4ShoxPYHVZGjk1RzJRp6Qmz5UAvgSYf9YrC9MgSqah5LPwhN+39ZlWklK8weXqW6FQCp9fBT/7XM/RsaefQXbuwOS/e77VKnbmRJeLzKaw2C+39zbT2NiGKIj2b2+nZ3I5hGIyOjhKPx9m3d1/DB6q3t7cR0p1MJpmbm0MURUKh0CX5h/6IF2/ITSaeI9J+fnI0E8/T3B3CfYXootVrcZUorVayVknXKtF6Zfvw9UgXLiRXP2+Ew2EkSbqkShWPxy+pZv1fg7W24DVjjVy9QREOhzlw4MBVf0ldGIFzrXg1Y9DLGX3evK+fde1BTo0sUqkpdLYE2LWpHafdyux8irnFDJGwu2HoaZEl3C4Lg2dnOLBrHzt3bm/ccC+33Rf+Gr5cG/D5IxPMzCTp6Ag2PiOdLvHcM2Ns3tKGLItUKhXS6QrBYLAx2m0YXDZe5XJwOKyA0agMraJWVwkEXZw8OsXo0CJtHQGsNguGYTA/nSK2nCMRy9PU4sPlcuFwOJgdyyGJAg63lUq1glHWkWULskUgnShQyFVwuGwYhsHU1BRzc3Ps2rXrqiatXr+Te967nx9/8yVeeHQI2SIzsKWdQNjF1PAymqrzrt+5AYtlpW2smA8+2XLxw81ik6lVTC8m+5XdL64KwzBYWJqjdYON9dtuJB0tIckisdkkuaQNT8DJ3HiMbLJApD1ANlXE7XXg8to5fWScnk1tRFbI4P7bN/PSY+eYGYpSSBfNsOiN7fRv6mbs9DRnjkxQySnY7HbsNjtOlwOLLBNq9bHtugH6trZjtcucfGqYXKpEpD3A3ts34wtd+nB2eR1YfQbTT8xj1AWWLBl8EQ/bb9jA/ju2sDgR56VHzzI7GkWUTOPV3s1tLIwssXBuAUGAbDSDKBi880N3cN09O9l8oJdirowkSRx7/Czx+TS0BZg6NUtsNonD52DjnnU4PXZGj03j9jvZe4dZNVTqKrPDi7z4o5Mkl7O4PA50TefcC+PsunUz22/c1Njfw8PDpFIp9u3bd4l1gdVqpa2tjba2tobLfiqVuiT/sJ7VqBaqDB8dZ8JqoXldBIvdrLxtOXjlsO1X4kpVrVe2D+v1eoNkvVatVqlUwmq1XrXC/XphtVrZs2cPjz76KO985zsbrz/66KO8/e1v/7l/3r8a1gjTNWGNXL2B8VojcK4V9Xqd06dPX9UY9Err7m4L0t12qU9Sra6haXojeBeMFaPTAja7g7a2zsb3kSSpIchfxdUmAsGcTBw6u4jbbb/IjT0QcDI/l2ZqMo7FUkFR6jgc5z1zioUqoiiwYcOlnleXQ9/6ZsIRD8uLGdM8UxIo5Kuoisa23V2ceG4Cl8uOdWUKUBAEOntCJBN5ktE89ZqKbJGolhWCYQ+FTAlJtOB0utB105S1lq8gigKj4+coVlvI5/PkcrlXFSWvwhdwgmHQv6mN1q7zx8LhsLIwnWR+Mk7visFkuMWLy2Mnly7hv4BoZFMlOnsjuDzmaH50LoUgmBN1duerP9BWjV/T6TSHrz94kZP2j/75ecp5c2oxHc1jtVsRJQFBMDVtvpCb2ZFlonMpIitByxt3dZOL51kYXUJXVHwBJ5V8hRe+fw5V0XCKPoJdMmOn54jNzeD02li3tZVkLEV0Lsne27YydnJmRWQukE/mKaQL3PLLBwi3+hvbZhgGR554kfET07R3NCFZLNSrCrqmY5FF7E4b63d142/ysDgRp1quY7FIPPPdl6hVarT1N+F02ylkSgw9N4bFauF9//4uAk1eAk2m39v1zt28/NhZJgfnWZ5J4gu76VzfSrDVjwB4gy4mB+fYdv0GCpkSzz94gnMvjLM8FcMX8SJ3S/Rs6aCQKXH6mVHaB1oItvg5d+4c0YUYbcEOlkbjhNoD+COX95hruOwHgwwMDFCpVEgmk5x5fpjjj5wFDZxBK8VUlcXRJXbetpXr3r6HSMdr90B75efBpVUtTdNIpVJYLBZUVX3NovhVd/ZfVJvu3/27f8ev/dqvsXfvXg4dOsQXv/hF5ubm+L3f+71fyOf9orGmubp2rJGrNVwRsixfM7kqFAqcOHECj8dz1VDkayVu7S0+fB472WyZSNhNNpejVq0iSg6awl6aL3gIvLLleK3C9VdCX6n89PV7ueNNOzhxfJ7Z2SQgYLPK7N+/jk2bry6eX4XbY+etb9/Jww+dZnkxg6EbOJxW9h/uY+eebl56ahTxlR5RAgRDHrbt6QYRSsUaXevCdHQF+OJ/+SmpeAF8ZiyPpgC6xL4b19PT28nk5CSKomC321laWrqizcOFUOoahWzlEjG61Saj6zqlC+wY/CE3W/ev46UnR6iU69gdVoo58727ru9nYnCe5x8+QzZRAMycvENv3sbA9s4rfr6maQwODlKtVtm3b98lbeuOvggTZxZMMbhAw9tKEATcPofZ8hWEiwYjCpkST3//GOnlLLIskk8VkWWR6Wmz1XvorTvIp4uIukxbVxP5VIFKto63xc705CyTwzP4Ql56N3XgcDrQNJ3FiRgv//QMb/716xEEAV3XOXPmDCMvT+Gyeendcv47Vss15keXWZ6K0zHQQlN70NRkxXI8+a2jTJyaweG243DYEEXT6V5VNKbPLrA8Had70/m4pmCLjzvef4iWrhD1cpXerZ1YLzBgtTqsVIpVKoUqzz94guhMHF3TCLYGsNgsLE3GsDtttA+0MDe8SGw2yVJygbHjU8wejfPj0SPUKwrBVh+3vP86bvqlSyvcuq6j1jUsNhlBEHA4HLQ0t3I8fo7Ozk48YSfFYpFic5H0UpbF+XkKtX48VedlZQjXitXreHx8nEKhwO7duxvV8Nciii8Wiz+XNIgr4T3veQ+pVIq/+Iu/YHl5ma1bt/LjH/+Y7u7uX9hn/kKx1ha8ZqyRqzcoXgvBuFYCFI/HOX36NLrgY2FK5fTIS/T1RNi7qxvnK3Q3qzfC1yrydLls3HbTRr7/w1OMji9is4pIsg2bTeb2mzZiu6Att9oiWBXrXuiDc6XPEkWBLVvbeerJEfx+Z6N6lUrmUZQy7e1d7Nu3D1GU2Lati+npJIZh0LMuQm9v5JpCmHsHmvmt37+ZmckE9bpKc4uP5lYfgiDQt6GFF58dJxByNR4IhVwFp8vKoZvX09px8eDBO37lAA987UXSyQKGzopHVDu3372V6ckZPB4PW7dubUwfXs7mYVUrswqLVcIfcrE8m2p4RQHUKgqyLDVsGlZx8LZN+AIuzp2YpZirMLCtne0HerFaJX7wjaModY2WFW+txGKGJ793HF/QTdMrvgvQiEMC2Lt3b2PbNFVj6uwi0+cWKeWrWC0iMyPLSLJILl2kVrXR3BHEH/GQTRZweey0XhC3cvQng8yeW8IfcWN32VDqGsszKTO82GWjXlWoFKvkEnl0TadcqGCoBkYtiN8XYGEySnOPzMLiApIk4XK5cPqtTJ9b5MlvHyW5mGFpaRlfixOxasUfuvh8tzttqIpGLlmgY8XZf/rsAs9+/2UmTs1SzJSpVRQ0RaepK4TFZsFikVFqCpVi7ZL9JIoi67Z0cLY9SKVYbZCrSrHK7NACoVY/y9Nx4nNJWtc1kYnmUOoaNocVpaYQn0/R2tuEYRhMTk5h80mc/eEUM2cWzPVLIrlknuX//AA2h5VDd+9uHIexY1OMvjxJpVAl0OJn08F+ujd3kEvkySULBFv82BxW3B43GFCIFFmcXmZ6ZIap6UlcLlcjlsfn872uaC3DMBgZGSGdTrN3794GYVuVGlyo1bqc1cOqO/svUmD+oQ99iA996EO/sPX/a2KtcnXtWCNXa7giXqvmalXTMzk5STTt4OiJSep1FQGB51+a4oXj0/z+b96A13New3GhluK1ilH3bG9lemqM6QUB3bDS1uLnugN97Lggh211uy8c8QYak0ZXw+Hr+pmZTjI3m0SUROo1hVq9zOHrernp5gONbe7ta6L3Fblz1wqHw8qmrZeGR++7rp/ZqQRzU0kcTqupacJg//UDtLT7L1n+4M0b6FwX5uzJefLZElZJJLmQ4v7/+hBOt4NDt+5A30jD4+eVNg9nz54lEAg0/t3hcCAIAjsO9rE8mya2mMEXNKfaUrE8/Vva6XiFM70kiWzd18PWfT0Xacme+9FpirkK3RfYA7R2h5kdNSfTXkmuqtUqJ06cwOl0sm3btotaQM89dIrB58ZMPzJZpFKs4XDbaOpoQZAE1JqGzWFhYSKGzWll/62bCbWYnmmqojF1dgHRIuLwOBBFAUmWECWBfKqAsPLALWbLlHJl7C4bVrsFd9BJuVAhHc9hsVro6GzHareYzt/xNHPD00QnUgwdHUa2iNRKdWTBAqJAS08Ef8TTsCJY9dGy2k3SVS3VeOknp6lV6nRvaiO+kEbXDCrFKtlEnnB7kFqljr/Zgzd4eQG4N+Rmw951nHziHNVyjVw8z9zwYmN68ImvHaGYr9Ax0EKoLcD02Xl0zRx8UBWNTDxLoVLA5m1CLjqZObuAxSbjXpnWNXSD+FySn97/dINcnXx8iBOPDWJz2LA5bSyMLROdjnPjLx8k2OpHkkU0RYPVS11YzQMMsnvvbtxBJ6lUimQyyenTpzEM47L5h1fDKrFKpVIXESs4f1+58P5y4d/qD61YLNa4N6zhNWCtcnXNWCNXb2Csel1dCa+lLaiqKmfPniWbzdLasYGHnjiK1SLTFDa1PYqiMT4R48nnxnj7W3Y03rf64HytY9SrVbEbDm3kt/r7r0qUBEFAUZTGul/rr9NAwMVv/OZ1nD49z9DQDLlcmkOH93Pdddv+1Uaow81e7v2Nwwwen2V2MoHTZWPT9g427ei4osFpR0+Yjp4wE2cW+d6XnyIRT9PUGsBuc/L8I0Pk0iXe9huHG7/afT4fPp+P/v7+huHqavahy+UiEonQ0hPm1nfs5MRzE2STJWSrxPYDvVz/5q1XNQe9UKxczJaRrZfeYiRZopCrXPRasVjk5MmThEIhNm7ceFE1Y2k6wdkXJvBF3A27AlXRmBqcp6UzyG3v2E2tppqDBQ4LXQMttPeeJ4DVUg1BAI/fSTFbxhNwIQiY05UGOL12Mok8pVxlRc9Ww+lx4PI4UOoq+XSJUJufTDxPS3cYtawRG02Tmsqj13SKqZIZohxyILsECskqM+cWsLttbNzbh6bqRGeTuP1Oipkig0+b2Y7J5TQdAy3omkFTR5CFiRgYBplYDqWmIlkkthwcoLnnYjJ7IXbdshmX18GLDw+yMLZsRtds6yTQ7GV+dJnkYprYbJKmzhC5RJ50LE+5UMHpdTA/s0j3jhZuefNNfPPTD6LUVAJNvsZ5JogCFruVuXOLPPe9l7DYLZx9dgRv0INvpQ3vC3tYnoox9Pwob/mdWwk0+xh6bpRAqx9vyI3T5yQ5n2bdti78TaZ1Q0tLCy0tLRiGQS6XuyT/cLWqernK0uo0YzKZvIRYXQ6XE8Vns1nuu+8+qtXqVd+7hvNYq1xdO9bI1RquiFdrC1YqFU6cOIEsyxw+fJjHnh6jUlVobz3vsm6xSNhsMicG5y8iV6s3vFcjb4ZhMDMzw8TEBFu3bqW19eomiYZh4HA4KJVKHDlypFGRCQaDr4nEudw2mpqhrshs3377VSfrflEIRjzc/Oat1/QewzB4+sfHiceSDGzpwu02ya3daWPyzCKL00k6L1NtczgcdHV10dXVhaIojSy21SikXbe1YpNdNLeECVxjgHa4zc/Zl6bRdaPRNtV1HU3RCLecP0ey2SynTp2io6ODvr6+Sx6o0ZkU9Vodt+98my8xn2JpMkZsNkHX+lYsNpkth/rZf/eOS/yV7C4bnqCLUIuPbKJIJlFAFExtWbDZxx3vPUh8MUM2bmbjgYHVZqGYKWOxy4Ta/Oy8cSOJxQyzI8ssjS+TSxaQrBJ2ixW1rmG3SVhEK16fF6Wqo2oKk2emqVQruH1uHHYbxWSe5773EgCVUo1sskDrughWu5XtN2zE5rQxN7KIWlMJtfrY/+ad3PDOPVedrpNkiU0H+kkupimli/RsaW/sv66NbUSnE8yPLCHJIq29zWi6gcNjI9znoXtHK7fdczMWiwWnbzVySgcdNMUUixczBSRJ5OlvvYAgiSQX0uy5/WLvMm/IQzaWY/TFCWIzcdLLaeZHF9FVDavTRu+OHtr6Iui6QSaaYeLkDKnFNN6wh/6dPfT391+Uf5hMJpmZmUGW5UZVa/X6HRsba3jzXS2E/XIQRZFiscj73vc+Ojo6+NGPfnRN71/DGq4Fa+RqDVfE1dqCq8agzc3NbNq0ydQ5GZevHa+KfV/52quRN13XGRoaIplMsn///svmmr1yeV3X8Xg83HjjjeRyOeLxOCMjIyiKQigUoqmpiXDYdDnXVJ2RMwtMjkTRdZ2uvgiGnKNSLbN///6LJtT+tWAYBsuzKabOLVOvKTR3Bunf2o7NfuUMQcMwGBsdZ3p8gfbOlgaxAnC6bSSXs6TjhcuSqwthsVgaVYXVUXuzqrXEYmy64WkUDodfk1P3wPZOzr08zfx4jGCzSczSsRxNHQH6t5mt3FUdWH9//xUdskVJAOM84SpmSsyNLJstZUTSyxnqVYXl6QSegIu9t19MTGWLxNaD/SSXsrT2hFEVjXKxSq1SZ9dNm7jtvQepVeo43XZOPzOCw2Uhs5xDsgiEW/xYbDJbDw1gc1g48cQ5FkYW6RhoIr6cpFoAQRORnTJKVUUUJZxOJx3rW6jXa/Qf7KSuVRk9MoWoS3QOtOHxuinnaixNxJg4McvmwwPYXVa2X28GLndvbOXO37rpIo+yV0O1VMPutF5ETAVBoLk7TLDVj8VuoVZR2Hb9BvDWCXf52b59B0tjUeZHlhAFAatdJjoTxyJLpu6sWEVXVdxBN4V0AdkqUytXmTg9w+6It2G/Ua8qGIbBiUcH0TWdA3fvZvSlSRbHlymmi6QWkzz33ZeYODlDNp6jkCnhcNqYHVpg4sQ0179rPwN7ehv5hx0dHWY49koW4NjYGNVqFZvNhqqqbN++/ZqJFUC5XOaXf/mXEUWRBx988HWt4w2LtbbgNWONXL2B8WptwSuRq/n5eUZGRi6JzFnf14zNaqFYquFxm+V6VdOpVBVu2dpxyXpeOdV3IWq1GidPnsQwDA4dOnTV8v+VhOuro+IbNmygWCwSj8cb7Qef18e5Y2nGzyYA04rhyYdP0dnn5/c+cs/PjVjpuo6qaFis8mtqLR57epRnfjhIuVCBFQFu3+Y23vabh3G6L90Huq4zMjJCPJ6gs7udUv5iCwqlriKKwmuOoVnFhaP269evp1QqkUgkWFxcZHh4GK/X26gKXmmk3Rdyc+f7DvLy4+dYnDb384Zd3ey/fTPeoIulpSWGh4fZsmULLS1XtrJoWxfB4baRSxbwhU3BerlYoZyrYLXJWC0SCALJxTQ/+V/PsHFvbyNeZRWbD/ZTrykMHZ2kmKvgC3vo6I1w47v2IggCFpuFjv4mnvvuiyxPlHH5nKj5CqmlDNuu30DHQDMWq4zVbmF2eJ5iLU97fzPLo0ny1RK6qgMGlYIpLrfZLfjDHt707ptZHFtm6VgSX5ubYqlAIpnAZrPha3ERX0jiGnZic1ipluo0d4e47h17r4lYATR3hRk/Po2u6Q2dl6qoCKLA7tu20rujm1qlxtDIWUTRxfbt2zn249MMPn3O3HZRwONzUEjm0eoqhq6jqxqyRcbjd+Hyuylmimbm4VyKTDRDpDNsDgEk87T2NbE8HqVjYxv5RIFcqoDdZUepKsSmk9gcNkZfnqCpO8KWw+sb50tsJsGJx87QtbnjIqf7VYPSUCjE+vXrGR4eJhqN4na7OXnyJA6Ho9E+fLXpVzCr7O9973tRFIWHH374F2Ie+v80/pXJ1V/91V/xZ3/2Z/zxH/8x9913n7lKw+CTn/wkX/ziF8lkMhw4cIDPf/7zbNmypfG+Wq3GRz/6Ub7xjW9QqVS47bbb+MIXvkBHx/nnTyaT4Y/+6I948MEHAXjb297G5z73Ofx+/8+20a/AGrlawxUhyzK12vlJpdUH+fLyMnv27CEYvNizZqA3wuH9vTzzwgT5QhVJFFE1je6OIDdfv+GS9V/OSBRMO4fjx4/j9/svEjZfDq90XL+ccN10QPfg8Xjo6+ujUqnw0nPnOP3SDLLNnETUdJ2A3UkmrjIyuMze6y513r4WaKrGiecmOPX8BKV8hXCrj703bWDDjs4rkqzkco4jPz6DIEDXSuROvaYwPjjPyWfHue4tF7djVFVlcHCQWq3GwYMHcDPLo/9yjFy6hDfgRKmrROfStHWH6Bp4/c7QgiDgdrtxu92sW7eOWq1GMpkkkUgwNTWFzWZrEK1XPuiaO4Pc/ZvXU8iUyCaLSJKAy21jZmaG6elpBtZtID6eZeLoIm6/k77tnXiCFz/4WrrD7L5lE8//+BTzI8sUsiVK2TKiIBDpCGCxrmRLqhqZaJaxE9PsvnXLReuQJJE9t26hZ1M7Rx44xsLYMoujS/z4S08QaPKRTxc488wIlUKFQJMXUZIQPQ5sTiuiCKVcGX/Ei2SHsl5ArwgM7OxGxsrosSlyiby5rCwQbgtQrynsuHEjLq8DVdUaLS4wW+GlUolaREEXVaSgjigabNzZw6bdAyTmkgw+fY5yvkJTd4gNe/rwN1+9atu9tYOxE1PMDS/hi3gwdIN8ukjnxja6NrVjoDM0chZJkti5cyfLk3HOPjuCL+LF5rCSWs4gSiJ2lxV/U4ByvkSlWMXjd6NrOqVsEZvTRr1aR9chuZihUqxhtVvYuL+PQIufpfEooiiSTeTJxnKodRVdM2NwkvMpEvMpvMGLdVSh9gDR6QSpxTRt/ZcSbMMwmJiYIJlMcuDAAVwuF6qqkk6nG1VPTdMIhUKNFuIrq6q1Wo1f/dVfJZfL8eijj+L1Xlt7ew3/upqrl19+mS9+8Yts3779otc/+9nP8jd/8zfcf//9rF+/nk996lPccccdjI6ONvz7PvzhD/PQQw/xzW9+k1AoxEc+8hHuvvtujh8/3niOvP/972dhYYGHH34YgN/93d/l137t13jooYde/0ZfBmvkag1XxIVtu3q9zqlTp1AU5YrGoIIg8N537mWgt4mTg/NUqnU29DdzaF8vft9rMxKNxWIMDg6ybt26y+pvLsSrGYNeCQ6Hg3JewGF3EWpxkslkVsT7KoVCjeefHqR3U/A1/SK+Ep566DTPP3IWi82C3WllZjTK4nSSu37lIFv3rbvse2bHohTyFbr6mxrfxWqz4HDbOXdi9iJytVrZs1gsDcuCndf1k00VOfbkMLPnFhFFgc6BZu64d98lbcX4Qprhl6dJLZnu4Rv3rKP9NU5A2mw22tvbaW9vR9O0ix50l7N5KOUrHHnwBFNn5qlX6tT1GsF1bm688yBPfe1l023cMDCAk08GuPPXr6et7zwZVOoqybkEC0PzpJdz6KqGoqj4wl5ki0ytXEdXVepVlUCzl+WpOLyCXIH54+DFH55k4uQM/ogXq8PK5OlZlifjtPY2US5VsVpl6uUaHetb6drYhiCJzA8vkVzMoEsqp06d4pZ3HWL46RnmR6NYbDKd61vwBFw4PQ58YTf+iIf+nd3sWXFID7cFsLvsFDMl3AEXkiThcXvIiHluecd2dt65yYyUmZznq3/9TZITWYrJMlpdx2qz0L21g5vfe5g9d+645HzMJws8+92jTJ2aRTcMXD4X9aqCw21nz5u2seXweiSryPHjx7HZbGzfvh1JkojNxKlVFYI2C8NHJ8jEsuQSeQzdoFap4PQ5kSwStWodtaag1FUsVplqqUrX5k7e+sHbkCURT9BNpCtEYi6F3WGllCtTKVSoFqo4fA6UqoI37MEf9hKbTZCJ5S4+JiuVNvEyujLTJmKSpaUl9u7d26gmy7JMU1MTTU2mlUShUCCZTF6UfygIAtVqlf379/Obv/mbRKNRHnvssZ97deINg3+lylWxWORXfuVX+NKXvsSnPvWp86szDO677z4+/vGP8653vQuAf/qnf6K5uZmvf/3rfPCDHySXy/GP//iPfOUrX+H2228H4Ktf/SqdnZ089thj3HnnnQwPD/Pwww9z9OhRDhw4AMCXvvQlDh06xOjoKBs2XFoEeL1YI1dvYLwWh3ZVVRvGoF6vl927d1/RGNR8j8j+3T3s393zqp9/IbkyDIPp6WkmJyfZtm3bVdtEq8u/HmJ14furtSrZbJ1gMIjT6UTXdZRKvGEGuTomvqozeq2WEZlEgVPPT+D2Oxuu5b6gi6XZFC89PsymXV2XiK6BlSzBS9cnSgKaet4TbHWyLhAINIKwASRZxGGXEBQVCR1JEClligy/OElzR6AhjJ4bXebH9z9LNlHAardQP6lw7sUp7njvQTZehvjVynVKhQqulUrOhZAk6ao2D36/n+En51g4lyDSHqRuVCknyhijAg8vHKFeVehc34Iomd5kC2NRnnvgOO/+8JvPWzp8/2V+/OWn0VWNcLsfpaaxPBUjsZCiUqyg1TXT0NIhI0sGsuXy5+fyVILps/M0d4dxuO1oqk6tVEMQBFTV9IDCbgYnJxZStPW3IBogSAK5fI65U5Ns3LiRtrY2+tb3MnV2nlzCbFWu29aJKAiU8mXcfhe+8HndW6QzxMYDfZx+aphCpoTFbqGYKRFs8bPtho2N9mtsMI2aBq2mI8hgd1upVxRmR+Z58ltH8Df7Gdh9/vjEZhJ88aNfZXFsCckiIVtkbE4r22/ZzFt/5xa8YQ/1ep1jx47hcDjYvn37eXJmQClbYvCpc8TmEoRaA3hDHtLLWarFOoV0CRBQqnU0TccrS9RUnVpFITod4+H/+QSbD6+nc0MboizS1B1mYF8fJx4dJLmYoVqtIcgCDrcDp8dOPl3A0A3SsRzx2QRN3REM3SA2m6K5O0z4Ms7tU1NTLC4uXkSsXglBEPB6vXi93ovyDx944AE+8YlPIEkSoijy13/911e9b63h6hAMA+EarCuuZdkL8Qd/8Afcdddd3H777ReRq+npaaLRKG9605sar9lsNm666Saef/55PvjBD3L8+HEURblomba2NrZu3crzzz/PnXfeyQsvvIDP52sQK4CDBw/i8/l4/vnn18jVGv51IMsylUqFo0ePvqZK0rVilVxpmsbQ0BCpVOqahOuv23Fd18FSRlHquJ1NjSqcqmhIkszhG7ez74YBcrkciUSCkeFRlmdewO32sGHbOrrXdVzix6PUVUZPzjE7FiUZzRGbT7Nhx8UCbV/QRSpeIJ8pE4hcGkPT1hPG4bRSyFUaRp2aplPMVthxyNz36XSa06dP09XVRW9v70XffW40ytGHz+DyOWjviyAIAoVMieNPnqOjv4kNu00fqud/eIp8ukTXhtaG7i46m+TIj06xbls7thUvJlXROPboGc48N0a5UMXpsbPt+vXsvWPbJVmCwCU2D+VymdHBSSYH56grdQpjWURRpLOvg1K6yuTgHNtv2NCoWoiiSFNniOhsksRCmpbuMLVynaM/OoVWV2nqCpvf1w3oOnOjy5RX7BME0UAt11maiHHqibMceOuOS6JbCukiSk1dmQg0ReC1ioLL76RerhNo9bI0mcDjd1EuVCjly5RyFexeK4niMrv37qKpyazuBZp97Gn2XZJn52+6tOUkCAKH7tlNqC3A+PFpKoUqA7u62XRggECLj+WpGPVKnbHjUyYx1AVau1pQ6grZeo5MPM+5/Bix/xBj+21b6B7oYPv1W3jw848wP7pIc3cYq8NGrVKnmC5y7sgY267fxMbD/Rw/fhy3283WrVsvsiRYnIiyMLpELllAEATi9SRWh4V6rY4gmsMmhmGgGwaSbF6numbg9NqxuWwMPTvCyNExXD4XfTu7WbejC1GUqBarFDNFDNVArWnIAYmliRi1cg1pxZbj2COnaeltJtjqJ9ga4MDduy8hxFNTUywsLLBnz55r0j+u5h/+7u/+LseOHePcuXPccMMN/PVf/zUf/OAH+cAHPsAXvvCF17y+NazgdVau8vn8RS/bbLYrDsN885vf5Pjx4xw7duySf1sNwX5l8HVzczOzs7ONZaxWK4FA4JJlVt8fjUYb1/CFaGpquiRo+2fFGrlaw2VhGAbxeJxyuczOnTtftZL0eiCKIvV6nZdffvlnEq5fCxRFYXBwEG9I5PAtWzl3coFCLrWyfp0NW9vZvq8HQRDw+/0kF0oMPZEitpCiWl3k6I/H6NkeYPvhXpqamohEIlhkKz/48rMMH5/F0HQq5TqJhQyyJNK/vRNhxYZAqanIVgmb4/KTf209IXZe18/LT42ST5eQLRK1ikJ7b5jdN6xneXmZc+fOsXHjRtrbLzUgnRlepFau09J13j7CE3CRTRYZH5xnw+4esok8sfk0Hr+DhbFlcokCkkXCF/GQWs4Qm0vTtd481kd/fIojD57A6bbjCTgp5So8/d2XUBWN69++51X3tdPpxG3zUkpUyWfyaIrZAkrOZnAGHJSKFYrFEh6/q7GPVoOMV003y4UK+WQRySJfZDhrsVsQJRHZIoKuI9ssWFzm0MDieJRnvvMi9/z+7RedHw633TSHrSpY7RZki4QkiVTKNVPg3t9GvayQmE9Trysk5lK4Ig4C6x3sO7D3IluOxfEoZ545x9JEDKfPweZDG9h8eAClppJPFrC7bA0vKDA9tTYfHGDzwYHGawtjy3z3v/6Q2HwSTdFYHI9itVsQBPNcic+lqJVraDWVetlgKZ9Ar59j+LkxHv/WM6Rn88g2Eckio9RV6pU6mq6TieWYPD1DyZbD4/GwadMmlKqC1WFOE86dW2R2aJ62/hZK+Qq6pqOpGvlkFZvDis1ppVquY3NYEUQBq92CUlNxB+y09TUTm0lSLVcJtgQoZUvE55JMn5lHlEQ27u+ja3MHJ584S3IuRSlfxjAMIl1hDMOgc2MbSlVFVVT23rmTTYfW431F+PX09DRzc3Ps3bv3dQnPNU3j3/7bf8uJEyd46qmnaGszo6lmZmaIx+PXvL41vH50dl4cc/Xnf/7nfOITn7hkufn5ef74j/+Yn/70p1d9BlzO9+zVngGvXOZyy7/WpJBrwRq5egPjSieTqqqcOXOGTCaD3W7/hRArMH9BT0xMEIlE2Lp166sK11erVavbfq0XQ7lc5tSpUzgcDg4ePIBxQGDT9nnGzy2hqTp9G1vYursL+8rUUjqe56H7nyOfLdPSGUYURdLxHNGRKpu2yaTlNBMTE8Qmi5x5ZoHWrjAenxvDMKiUaixNJ/A3eYi0BaiW6+TSRQ7cvvmyU3+r3+mWd+6mtSfM2Kl5KuUa3QPNbNm/jkzebLXt2LGjIYx+Jeo1czrMMAzK+Qq5RAFd16mW6lRL5hShKIgoNYW5c4tUS1Vki4SuGyQX0zh9TtDNn5ylXJkzz43h9jkJrnhSOdx20lGBM0fGGuaVr4al6SjxhSQOj53WbtMMs5gtUU7WsDmsLM/FqColHE4HLpeLQrxMqCVAuM389Vkt1SjliqQXUlRyJRxuO76Ij2q5jiSJ2Jw23F4nVruM1WFFV3WUusrs8CLJxTSRjvOEqK2/mfb+ZmaHl2juCWOzW7C5bKRiWXo2t2N3WenZ0oGm6jR1h+g72Ilqq3LohgP4/X7K+Qq1So18osAj9z9FIV3CE3STXEjz6P1PcfynpzA0g2KujNVuoW9nN4ffsR/XZfSGuUSex/75GbKxHE3dYQRRJD6XJDadwOFxoNbz1Mo1RElE0w0EAewuO/V8nfU7e4lOx6kV60gWkeX5KOVMBcyBRdS6ystPnuA9N96DkZb45l89QGwmidPjYPft20wdlaKzYX8/uqYzN7yI0+ugUqig6wbB1gCaptO9uYPZcwtYrRaiMwlcPieVfJV0NIOu6SSX0uiajqpqVMs17E4b6WgYp7fGwM4eDMNgaSxqhkVbJEJtATrXtyHIIgvDi/ibvJclVrOzs+zZs+d1EStd1/mTP/kTjhw5wpNPPtkgVgA9PT309PRc8zrX8PoF7fPz8xcNEFypanX8+HHi8Th79pz/0aZpGs888wx/93d/x+joKGBWni70OozH441qVktLC/V6nUwmc1H1Kh6Pc/jw4cYysVjsks9PJBKXVMV+VqyRqzVchFVjUIvFwvbt2xkcHPyFfE4sFiObzRIMBtm+fftrFq6/Wtr9lbBqVNnS0sL69esb69ixr4cd+3ou+56Rk3NkkgU6+5oblZVIW4D5iRixqQLv+sBNqKrKV0782HSbLmTJF3M4nQ661kcYOVFjcSpBtawgWyQ27urmxldM/L0SkiSyZW8PW/aa27Q6oZlIJNi3b19jKuZyaO0xqwPzo0tEpxLUKnWUmkK9UsdiEci/7wD+Jg8YBulYluaukNn+wSATz1MtVlHqCgC5ZIFyoUKk/WItjNvvIrmUIZcsvCq5KhQKnHj+NG6fE1GQqBQq1KsKxUyRWrnO5uvWE2jxk08XKVWrRKdSiBaD7gNNLC4vYJcc/PT+Z5BlEQOolqrUq3XK+TKKomOoKpVcERQVb8SLy+ckXyjiC7nRFI1a+bwtRTFTolap0bu9k6nTM5x6dBCLw0qkK0SkI4CuG8wOLyJbJLbftJGeAy3kylkO7j6MZMg8+fXnGDs+hbpSUQKDbTdtbqx/8tQMLzx0nNZ1TTjdDsr5Mi//5DTVcp27f++OS87v6TNzpBbTdG3paJyLmw4OkE8XqRQqlLJlBAkEUUStqUiyiFpXycSyDD03SmtfMzarFQSBUqaEJEqINoFKvoohGFTzVU58f4joeJLkYpp6uUatqnD6qSE6Blpw+pwIokDfzh40VSeXzIMgoNTr5FIFHE47EyemKRcqaIqKKEmUcxWSuRT1Sh1RMrcHA1P4XqxRLVSZOj2DbLXg9jvp3dZFLp6nqTNE99ZOvCEPgnip590qZmZmGsTqauf5laDrOn/6p3/Ko48+ylNPPXVF37Q1vA68zrbgqh7u1XDbbbdx5syZi177rd/6LTZu3MjHPvYxent7aWlp4dFHH2XXrl2AOWT19NNP85nPfAaAPXv2YLFYePTRR7n33nsBWF5e5uzZs3z2s58F4NChQ+RyOV566SX2798PwIsvvkgul2sQsJ8X1sjVGhpIp9OcPHmS1tZWNm7cSLlcvqbg5teC1RzCqakpgkFzIu8XMRF4IVbbaevXr7+kTH01lPJmRIvwilBmm8NKNlkETF2ay+nC6/XQ2hGmWq1SqVQo14o4vCLdGwNsv249PX3trNvYdlW37VditYJYqVTYv3//q5oeDuzsprUrxJEfHAcBaqUaak1FlAXGj8/wD//+G/zWJ9+N023D5XVQyJQRRQFdN3B67DhdNhILGfq2d+H0OrDaLVRKVSy28xWEasmsODlfhVhlMhlOnTqF3WKnb1s3pUyZqTOz1Ep1JFlEEAXy8Rwb96xj094+ktEswWYfvTs6sHgFEokEx3/6LKMvz9Czpw27x8byRGKFnJXMYGOrSCVfpVaskU8XSC+lCXeGcfqcuP1OHB47L/34JM9+5wVSS1nUumraC4TdBFp81Mo17DaZt/3bNyGIIpkV+4CKUKRQzTdcwB/6wqOMHB0n0OLD7raRXExh6Abjx6fNiBevg9RimmK6RNRIYHVaEQwDi93K0HOj7L1zB629F/8qnh2aJzqToLAyQdjUFcblcxLpCJJaTFMpVlAVDdli7it3wI3VLlMpVjEM06E+0OKjkClTq9axWGWUmklaOja14vI5efnhU+a1oxj4Qh58zV5yiSIzQ4s0dYVo7W3G5rKx4UAf8ekEC+PL2FxhJk/MkFZNawZN1TB0A3+zz/S5EkVkq4woSQgiaIpOJV9BN8zqmtPrxOGxkU8UmD4zR0tPE3a33cwrXLmOUosZPCEPrX3nK+Kzs7NMT0//TMTq4x//OA8++CBPPvkk69ZdfiJ3Da8Pv2grhtWA+QvhcrkIhUKN1z/84Q/z6U9/moGBAQYGBvj0pz+N0+nk/e9/PwA+n4/f/u3f5iMf+QihUIhgMMhHP/pRtm3b1pge3LRpE29+85v5wAc+wP/4H/8DMK0Y7r777p+rmB3WyNUbGheJoefmGB0dZePGjQ0Csio4/3n1ozVN4+zZsw0DuIWFhauSt5/HRODU1BRzc3NXbaddCabo3JzUW83TMwyDaqlGS9f5ik7vlnaGT8yYYmmHA4fDgc3iQCtL7Li+D2dYZ2Z5hFw11tBpvVom2qrVgizL7Nu3D4vlyg7tq7DZLfRtbWfoyBiZeA5DNwi0+HD7HJRyFWaHF3ny20fxhtx09DdjsVmolGrYHBYCTV7ic6nG9/RHvAzs7OHkk+cQRRGX10EpXyEVzbHnti34w1d+AMbjcc6ePcv69eux5Dw898Ax7G4bDoeNUKs5tVgpVol0hJgdXmT/W3Zyy8aDF62jo6ODhReTxENZBFHA1+nEHmpFKWosnoshYNpUiJJoPtw1w/SialKwWGU27O/lqa8f4ZnvHKWYKSJZZYqZ0or4XaCtr4XIji4mTs3yky89Qc/WTmbPzTM3uYhuaOy6YTvKepXMQtQkCb1NONx2dE3HYrMQm01QzJXxhT2IKz5OmqLhDjpxeV3m5GSysKJry19Ers48M8ypJ4ZIL2dQagrppQyJuSTN65pYHI8SbPbTdCjC/PASpVwJSRIxDJ16VcViteCLeIjPJunY0IbNZSe5kIIVbVTP9nVs3ruBmbPzLJZiqHUN3dBIVjNYnDJWhwVD0KjXaiyNR7E6bQgCaLrODb98kDPPDCNKAg6P+R1E0SRYggDhthDIEJtKoNZVJKtkEvBCFYtVNm0cyjVsTiuyVSYTy3Hr+7YiW2TmRxaRZBlNUXH5nBy8e3ejJTg3N8fU1BR79ux5XR5UhmHwF3/xF3z729/mySefZGBg4NXftIZrw/8BDu1/+qd/SqVS4UMf+lDjGfLTn/70IjL+t3/7t8iyzL333tswEb3//vsvkpx87Wtf44/+6I8aU4Vve9vb+Lu/+7uf+/aukas3OHRdZ3h4mFgsdokx6IXhyj/rGHOtVuPEiROAWZq12WxXjL9ZFa7/LBOBqxOIuVyOffv2vS79xqbd3bz85AgLU3GCTV5EUSCTKOALudl5/fkb+NYDvYwPzjN2er4hyBYEgV03rOfmtxxAkiXK5TKJRIJYLNYwvYtEIjQ1NV3icH4lq4ULUavUMXQD+yucvEVJxOWxU6/UCEQ8jeBkURaxWGUWxqPsvHkz8yPLBCKeRisxHc3h8jnp2nhez3Dju/eiKiqTg/OkoznsLhvbb9jAje/ae8V9trCwwNjYGFu3bqWpqQmn7GH85AzHHj6FIZq+RtVSjVCrn7a+JuZGllmciNG5se2SdXmDHmTJ9DTCgGq1SjqZYfL4LGpVQbbIWGwynqALXTfbhpqqcejtu5FkiTPPDKPrOpGuMGpdpZwzXe+VmsLyVJRauUZsKsbE8Sme/8HLCBaBloEwnb0djL00Rb1UZ9PBAdSa0pgwrFXqVEs1DM1sUXtDHsq5MpViFavDisNtVvQEQcDuspGN56kUzwcEl/MVjj54HE/QTXNPhFK2jNPnoJAuEnv6HHanlYG9vVjtVtSaysRJM5uxUqwiCiJOj51sLAcCpJcyyFYJp9dOXaljd9oIBAMYBmTjeWqlOvWqgtNrx9AN6nkVVAGLTUZ2SwQ2u1DyOi6ni837N9Dc1cQjX36KUFsQd8C1YgAqomk6S+NR/BEfGw8OMCSPklrKIMki9ao5XegLeZCsEjanjWqhiihLhFqD7H3LTtr7W5k8NUNyIYXdbadna2eDbM7NzTE5Ocnu3btfN7H6q7/6K+6//36eeOIJNm7ceM3rWMOr439HcPNTTz118ToFgU984hOXFcSvwm6387nPfY7Pfe5zV1wmGAzy1a9+9WffwFfBGrl6A6NWq/Hyyy+jqiqHDh26pO20Sqh+VnKVz+c5ceIEwWCQLVu2NEibJEnU6xfHtbxSuP56iFWtVuP06dMAHDhw4BLbhNcKl9fBuz94E08+cJLZlfzBno0t3Hj3Ttq6z1fB7E4r7/zATQwfn2FqaAlJFujb2sHG3d0NPyun00l3dzfd3d0NL554PM709HTD4XzVFPH06dN0dnZe1voiG89z9EcnGTs+jaEb9Gzp4ODdu2he2Z7WngiiJKDW1Qbx0nUDta6Z2iJVp297J4V0kdFj06iqDoaBy+vg8Nt209R5XgDu9Di463duJrGQoZgt4fa7iHQELns8lqdiPP7tpxk/PUVXbydBoZlgIEiwxcc9v3sryxNRFsaiWKwyreuaaFkXRpQkMAwzO/Ay6N/VzeAzw8TnkoTbg1itVpSCBqqBoRoIVgGlrlJValhsMu6gg0hngO5N7Rz53ksoNZVStkylVENXNFRVRTJEDANy8QL5ZNH0FgMMQUdEoppWsG+x0z7gZH50mda+ZkTJHAKw2CxkYzkEESSrRK1cb5AM2SohiQK1klm5UesaxZxJnC50V4/NJsgm8rQPtOBv8jE/skghXTQrRIpG56Z2bE4bkiwxsK8PVdWYPj2L3e1A1zTqNZVaTaFerWN32+nf00M2n0XMiqDBxIlpSrkKgijg9DlQVRVBELA6LdSqCuVchebuCDsPb+PO376ZdMY0gE0X46THkij1OtisFxl7Crppx2D32KmVa2w6NMDYsSkq+YoZHWS1gADr9/bR1B2mXlEopM34m7a+FpxeB9tu3HTJ8Z2fn28Qq1ezX7kcDMPgr//6r/n7v/97Hn/88UvaSmv4OeL/gMrV/21YI1dvYFSrVRwOB5s3b74seVqdyPtZdFfRaJQzZ87Q19fHunXrLnowv7Jy9coom9cjXC8Wi7z4/EtUMjpdnV2UczWskddHrgCa2gLc+/u3kE+XUFWdQMR92e2yO63sumE9u25YD5gBxQtjUbwhN6FW/0XLrnrxtLW1oWkaqVSKRCLByZMn0TQNn8+H1+u9yHoAzKrHA3/3U2aHF/GHTXHw6aeHWZqK856P3kWw1U/35na2Xb+BpakEmVgeh9uGUlfxBFzIFgl/k5fWdU209TWzcV8v514YJ5fI09wToaP/Uv8XQRBo6gzS1HmpyeMqFseX+ae//BaJxRTt3a2k57P85EuPszi+RLgtSDlfZedNmxCA1r5m7E6T9GViOZxexyVVK8MwW3zhjhA333uQFx48zsLYMhgGak3B7XeRTxeRLWbWn6bqFLNFLHYLqlznzMggczMLRGdjlHJlEARURUVTzHNNEEUcHjtWm9lqVXUVp8dBMBIgnyySiWZp7WvG0HXsbgdtfS3MjSzSsi5CYjFFfC7VcBbPxnNEOkONKpQgihQyJURBwOG20bujh5ae8/tVUzQ0TUfTdFw+JxsO9FMt1sgl8gw9P8ri2DLJ+TQ2p42WdRE6N7Uxd26BarGCxW6hWqqiKqppyLmcYfCZEq3rmunuCxCfS1FIFejd3snSVJxwe5CxY1NkollqlfNkyR1wsvPWbQSCAQLBAH19fVSrVRKJBMFOP7NnFjEkDbvdhsVqJbucwxvycOuv3sDZp4cpxXMEmn0Ymo474KJnWyeZqKlXyyUKVItVBFFgz507LjspCWaFc2Jigl27dr1uYvXf//t/57777uORRx5h586d17yONVwbfh7VqDcS1sjVGxh+v/+S/KYLIQjCFVt3r4bV6Irp6Wm2b99+2THXVzq0/6zC9WQyySPfe5qpF5PUSypHjVHcfifX3bWT6+/Z+bp1Y4Ig4Au9trZitVTj8a8f4dzRSSqlKnaXjQ17e3nTr13faC1diFWH83LZ9AMaGBigXq8zNjZGrVYjFArR1NREOBxm7Pg086PLdK5vbZh4ekNu5oaXGXp+jBvevR/ZInH3B24hl8zzzHdeJJnK4/Q6MLwObDYrB9+6E6vdYrb7Ts0w9tIE9arC7NA8p584w947d3LL+w+/Zjf6uZFF/uFP72dpLEb3xk7cXheeoJuJUzN841MPIFlEQMDutOGNeKgUqtTKZl6lv8XHze85ROu68+Rj+swcL/7wBNHpOLJFZuPBft7xh28mm8wjIDB0ZBRD01meipNcTKPUlJUqi4RFlmnv6KAwUSM1n6VUqKCjo1Y1JFlambjTKOcrppeWW8fus+Jv9mIo56dQlbrpwwTgj3i44zdv5MmvH2Hq7BwTx6fRFA2H225aI1TrJOZT+CJe09FdFKmWKuSyFSw2GQHIpwoYhsGLPzrB0LMjLI4usTwRZdOhAQLNfqx2CwtjS2AYZpSPbpCJZZkdWsBilTAAq8NKpVA1jW5lGbWmUClUcfkd5GIFugbaCR8MklxKc+gd+3j0/qcp58ocvGc3k6dmSS2lwTCvs+vedYCNB8zszHq1ztTpOTKxLC6fi3v/5B189S/+hdRiiqJYQa0ryDaZ3e/YysB1XXRsaGHm9BzVcp22vmYG9vTiCbqZH1li6MgosdkEbX3NbDo0wMCe3sueM6ut4927d7+uOBrDMPiHf/gHPvOZz/CTn/yEffv2XfM61rCGXzTWyNUarorVCJxrgaZpnDlzhmw2y8GDB684/SOKZuTJhRWr10us5ufnOX70NJMvJNBqBi3dYVMjFS/wxHdeItTiY/P+y9/sf5546jsv8uLDgwSavbREIpQLFY4/ehZBEHjb7912yfK6rjM6Oko8Hmffvn0N3cnAwAClUol4PM78/Dznzp1j6sgylUoF44KfkKIoYnNaWJyIoes6g0+d4+lvvcDw0QlEXcMbdKFrGpVciY6+zWw+ZD5Uz70wzss/Pokn4Mblc7I0EWX+3AJDz43w8P98gh03b+Lg2/fRv6vnouNRK9dQFQ2n18HQ86N84798l/kzS9iddmLTcTLRHG29TUwPzlItVQm1BfGE3OSTeRbHlnH7nDi9TgRJRF3JrVsdmJg7t8APPvcwpWwZf7MPta7w/AMvk1pM8+6P3G0Ko8eWECWJfW/dxfixKZJLaQxNp5yvAALx2SSpxTSxsQQ2q5WqalZRVFXF0AwQQbZK5p9DpHt7B7JuZXpwlkK6aG6LKLA4ukzbQAs9WzuxOW2880/u4l/+y0OcefIcDpcdpa6gaxoWq0ytUqdWrvHWD9zKT/7nkyg1jUhnCH+Tl6WJKJ/70D823NObusO09jUxPTjPsYdP07G+DYtdpl5V6d3RQ7VYZeLUDEqljgFomopSUwEDQRQxdANNUdENA1SDYqqM4lBJR7OIskTHQCvt/S1sPrSep771PO6Ai00H+qnXFZbGogTbA9z4S+bwQDae56EvPMLcuQVW3RGae8K878/eyehLkyyOmSHQ7RtbKRYLfOnff43YZAJ0AV/Yw6G372PbTWa7r3Nj22V1c6/E4uIiY2Nj7Nq163UTqy9/+ct88pOf5Ec/+hGHDh265nWs4XXAMMy/a1n+DY41crWGq8IMNH7tlatqtcrJkyfNyI8V4fqVsErcfpaKla7rjI2NEY1GcegBasUZOgeaG+sJtfhYmIwzeGTsF06u8qkiZ58fwx/x4AuZhNIbdIMBIy9Pcv079hBs8TeW1zSNwcHBy1otCIKA2+3G7XbT29tLtVqlNPMUI0emGTk1SjldwVDBH/EhChIOr52vfvK7PPsvRymkS2iqinXFDDXSGaJeVXjpxyfp393D+j29PPi5h5kdWsBqt1DKlkyJhGFQLdVZnFgmHc0w8tIkA3t76dvZg8vrYOLkNINPD6MpGi19TSwvRjFUg1BbEE3RcXjsFNNFxk9OU8qXkWQJXTdH9Ved0auWGrvu2IbT6yAbN6tr5XwFb8jDmWeHySULrNvW2Th+Lp+ToefH0NQHQRColasotTqFdJFNhwaoVxUWx5aZGpyje3MHXZvbMQxILqRIL2ex2a24vDKlnFmtMjCwOixUKlUM0WD4mQmsVgu6ZlCvKrh8TorpIv4mHxv29yPKq/pAEQNTexTpClPMFk1PKcPA4bFjd9upVUxd1sG37UYURUrZMrGZOPG5FIIo4PI6ic8mae9vYc+btzNxfBpv2MX2m7bw4g9P0NwTYXFsGYfLTqDFT61cIxPNoqurvlAXXIcrl4lSV6lX6yxORNl12zZuft91SLLErtu3EZ9LMn58CnWlHRpsDXD7r97YsNF45jsvMHFiGl/Eg8VmweGxE51KcPbZEX71z9+NbJEZem6ER/7XUyyMLbM0HkWpm5XC7FKOuaFFTj03yL0fv4dwOEwwGLxqxXNpaYnR0VF27tx5SUTJa4FhGHzlK1/hz/7sz3jwwQe54YYbrnkda3h9+N8haP+/HWvk6g2M10JkrqUtmMvlOHHiRMOb5GqaKcMwkCSJYrHIxMQETU1N1zwtpKoqg4ODVKtVDhw4wLPfPwXCpd/LapPJpUrXtO7Xiny6yNBzoyxPxVHqKplojvaBi1ugTo+dQqZEIV1qkKtarcapU6eQJOk1WS3Y7XYO3L6Ho/9ykuXRmNluEwxmollEi4QzZGHs+WlEUTQrgapOOWeaUWZiWXwRL2pd5V/+y0OE2gPMjSwiyeay9aqCrpkVG4tNxhvyUKvUmBteYHF8mdEXJ4hOxykXqjicVpBEpgZnwBA4cPcuqr46c+cWsVhlNE0nG8ujKaZbfD5ZQJIl1LqKrmoYhumNJAgCskVienCW6HSMcEeQ+eElHB4zYmVVjJ9PFZk7t8DSRBRDN1CqCoIokFzMEOkIIVkkquUqvoiHjpVJR0GApu4I6WgOTTOQDANRNtuTmqaiqhpoBvWSgtMrUanW0FUNm92Kw2ulXlVIRzM88uUnGXlxgrf9wZ34m7w0d0dMcXtdwRvy4gl6MAydxFyK5p4ImVgOq11unPdLk1HK+aqpC1M0/E1equUa0ZkE4c4QHRvbsFgtbL95M4NPD1Mv18kl89icVhwuG6kl06rhsjBM/zVBML9wpDPMez72dtwBM4fP7rJx9+/fwfzIIsmFNFaHjXXbOvEE3Y39evyR0yTmU0RnEggCODwO2vtbiE7HWZowj8lT33qBWqVOKVdG102d2OqwhGSVmTu+xOJwlGQkSb1eJxQKEQ6HCYfDF9mNLC8vMzIyws6dOy+aSH6tMAyDb33rW3z0ox/le9/7Hrfccss1r2MNPwPWBO3XjDVytYar4rW2BVedcPv7++np6bkqcVttA/r9fjZt2kQymeTEiRPIstyYmvP7/VckZ/H5NKeeGWLkzBiBZh9vfs+tOBwOQq2mIalpvig1PqtSql1WrP2zIrmY5jv/9UcsTcaQZIl6tU5sNoWh6fTv7mksV8xVcLjs+FbCmkulEidPnsTn89HV2s3c0CJWu5W2gZarmozanTYsVgnbSkXKAAJNDgQRJl+epVarYXfbzAeyWYoyqzWC6T/k8DjQVJ3hF8Zp6o6QWsygqSoGhjlVJgqIshVRFCjnyugayBaJ5GKafKqwMllnYHHIOHxOCokCU6dn2f2mHZSyJeZHl03PKV03uwKGGTxttVtQVQFdMy027C4buqYzNThHvarQ1BOme3MnuUSe5EKGueFF1u/tRa2rzA7NUyvXMQxw+Z14gm5yiTzlXAXfbi/XvXMfiYU0L//o5EXnS0tPE8tTcTLLWQqpEvqKvYehG419I0oabf0trN/di6qrnHziLHPDSzh8dmRZXolzyZCN5/EEnWSiOSw2mfhsEl/Ei8UqU0iXkK0yN7/nMJqqoVTNa6WUK7M8GTfjYRTNDMjWDWwOK/lkgWKmhKbpBJr9RDpDdG9p59zz4wiCYNpVlOtUChWMy5uZr8AwJy4lg1w8TyFTbJArAEmW6NnaRc/WS53Kp8/OsTC2jCSLeAJmZFMpX2FmaJ5QawClprA0ESUTzRJs9VPMlpBkCVGSkCxm1FI44iW1mKG4WOW2d76ZUqlEIpFgaWmJkZER3G43kYgZID49Pf26iRXA97//ff7wD/+Qb3/72w1/ojX860HQzb9rWf6NjjVy9QaHIAiN6bzL4dXaghcK13fs2HHZxPFXLn+hf1Vrayutra3ouk46nSYej3PmzBkz7HWFaF3Ybhg7McO37/sxy7MxrDYry7YsyfEH+eUPv5lNe9fxcn8zc2PL+EMeU3OVLBJs9rH75ktHwX9WPP/AMRYnonRuaGtYLlRLNZYmonhCbvxNXsr5Cvl0iYNv3Yk/4iWTyXD69GlaW9uIn83w6H1fp5AuIlkk2vpaeMsHbm14ANXKNVO0HHBhscpEp+MrLZ8tlLIVDMPA7XeRS+Q59/wYLrcLTdMQRKHhrA1gYFan7G47gRYfS5NRLDYLmmpqdc63nUAVVQqZIvWqimwxj31yMY2u6giSQL1qaqQMDURJIrmYQZJE2gdaic0m0TUdj81CPlVEVVV0RaNSqpnbImB6LNkkiukSxUwJq92CL2RWLFvWNZNLFIjNJuna3E4xXSITy5mmli5bYyDAE3RTzJaZOj1Ly7qImV238pnns+oM3H4nG/b1cvLRs2Ri2YaeSpIlNFVD1w1i0wlCbQF8YQ/VXBVDA5vFhmQRKeXKJBbSLE3F6NrSRiDix9/sR1M16pUaSk0h1O7n1l+5kZvfe5jF8SiDT51j5MUJMrEs+VQBTTXF9FanlXyqiNNrR6lrpKPZhkWBIAjc9qs3Uq8oDD4zTClfQZLqmOUprlgFsDlsBFv8KHUFA4PBp85d4gQPkFrOcPKxM0ydmsXutrPluvUNYrVquaCp5jUen01SK9WJTScItvsBzNboZbbB0EyNpCxLF7Wx161b17AbWVhYIJfLYbFYiMViaJpGKBR6zQMTAA899BAf/OAH+drXvsZdd931mt+3hp8j1ipX14w1crWGq+JqbcFV4Xoul7uqcH0VV5sIFEWx0U4wDINsNks8HmdkZARFUQiHw/h9Ab739w8TnY/Tvakdj8eDrussTsR49GtH+M1PvIt7/+gOnvr+ccZPzqIoOht2d3Pj280w5J8nauUa4ydm8IW9DWIFsH7vOs4eGadSqKLrBg63jevevoebfmk/0WiUoaEhNmzYQGo8x5NfP4LdaaW1rxmlpjIzNM8P/vvDvO8/vosTjw5y6vGzVMs1vCEPB+7ahTvoolKosDwRR7JI+CIebE4rgghWhwW700ZqOYPFYrplN47bCqGVHRIqCkpNZfbsHOVCtUHAVqHWVYo1BQQQJQFN000hOGDoBqJFxO60Ua+qCIJZ2ZodWqCYLVEr1wm1BQg2+5k+O0+tUqNWqqMpGp6gG1EWMXTzAV7KVyjnKzR1hQm2+QGIdATJJZuITSeYH15EU3VkqwXZZkG2yyvE3CATz1HKlskn8zzx9SOE2gJIsoRSVcjGcqiqxvJktOHBJFlFDAEsFhmr3azMrXpBAcRnkui6Tq2irJhyOpAtMja7jXK2Aga4Q04UsY6zxYqGj46BVt76gTvo3tSOzWG2MDvWt3Lg7j38859/m1qpitVhoV4V8IbcKDWFSqlCejljfg9NY922bppXzkt/k5d7P/Y29t+1k6e/dZTRlyfJJnJgrBzDlXb36vESJAF3wIWqqPibfASafCxPxy85T1NLab75Vz9geSqG0+OgkCnywg9eplqqIUgigmqQieWoFKvUK+akoq7rPHL/U2y9fiP+Zi/ZeI5gq5/oVBzZKqMqKnanjUKmhMvnYPP1lxp3Wq3WRtt/x44dSJJEMplsTMEGg0HC4fCrphX85Cc/4d/8m3/D/fffzzve8Y5XuSrX8IvCmubq2rFGrtZwVVypLVitVjlx4gSSJHHo0KFXNepcrVa9FuG6IAgEAgECgQDr16+nWCwSi8V46ekTLExGCbR4zElDTUOUJILNPhbGY6SWsoTbA7zr926lXDDdut1+588luscwDBLzKRbGlpEt8iW6qlWsbs9dv3MzNocVpVYn3BFicWmBmdkZtm/fTiQS4bF/OIJhGDhXNCw2p5X2gRaWJ2N8+zM/YG54EZfPidPjIBvL8cO/f5RAq5/EfJpauYbVYcVilWnqCiNIAgO715FN5Clki+TihYuqkfKKnsvlcZKJ5dA0lXLR9Fta1e3ourGyT89XsZS6arbaVqsnRkNHDYLZ8tt75w4Ov3M/Y8en0FSdddu7KGXLKFUFQzOQrBKyRWLL9RsoZkp4Qm58YQ9Or5N6uY4n6KZSrFHRqzhXvu+uO7Zx072HMIDvfOZBRl+aoJQpIsoyuqpSLdURJAEBkUw0h1bXcAfdbL1+A8G2AEcfPI7VbjXF7aLO4oyGuNJu01QNTRCQLFIjCFypKWRjBVRFRRQEyvkKTq8DpaasEEqZ5lYzLqharYKSYmkuysTCKBWpQCQSIRwOY7VasTksRDpC+Ju9aIrO4sQy2VjedI9XdJw+B219zYTbA+RSRR78/E/5rU+919QwyRJ9O9fRu6OHoSOj/O3v/g+S8+mLzsFVWKwWPEE3wbYAzd1holNxAs3+S87Hlx8+zfJkjK7N7eTTRbIjOSqFKtVKDREBm8uGYRioddPrCwG6t3Tg9Do4d2SUg2/fy9BzI7gDbiz2LOVcGVEWUS0yTo+Vm997mJ4tHZd8biwWY2hoiG3bthGJRAAIhUKsX7/+krQCl8tFJBIhEong9Xob1+vjjz/Ob/zGb/ClL32JX/7lX371i3QNa/g/CGvk6g2OV2sLXq5ytSpcD4fDbNmy5VWF66sVK7h2x3VBEHC5XOZDTQe3y43D6aRcLpHNZrFarQi6gKYZDVd3MEXkPy9oms7jX32WYz85RTlvmlIGmn24/G4Wx6N4w56GViq9ZLZ7Rl8aZ3ZokWqpSl2t4Wl18Rv/8T1EIhF0XWd2aIHl6RiL48uIgoDT66SpJ0w5X2Xs+BQtPU34VvL7XD4n48enmH18iJ5tnSTmklRLNWrlGjND8+x50w7u/dg9HH3wBC/++AT5ZBEBAZvHhiBCvaKAbpCPF/AE3ASa/Sg1lVwih6GbwmjJImJzWFCq5ui/wEqVRFphVCsES1M1yoUqGAZun5O3/dGb6d3WzY5btlDKllkYXSITzZ6319ABGc4dGWVgby/v/djb6dpsPoy/+VcP8MO//ynVch1hpWXYtamDd/+7u9l4oJ8jD7xEuWBWmKqlOoZ+gZu/YW6ToetkYlkqxSqjx2R+9T+9i9OPn6VnSweVWoVcvkjvlm6GMuOodQW7y44oC0iiRCFTRNd1CukiuWShYQ2SieXMVq0somsGTp8D2WZBEAQcDgcuhwuv18v+A/vJl3INqwyfz8fSfAIE8Df5WJ6MmVE5hrEysWfQ3t9M3651VEs1cskCJx4ZRADu+I2b6N3R3TDu9fe4CXR7KSSLpo7wgjavKIl4gi42H16PKImkFjPYnDa2Xn9p8Oz4sSncASeCKLA8EaVeVfA1eSFRMEO7V/RdTq/DHIbAYGkiir4yPNC5uZ33/Ie3M/ryJLGZBNEpc7Ah0OLjwF272XHLpfFMq9mSqz8kLsTq9exyuejp6UFRFJLJZEN3+eyzzzI0NMT27du57777+PznP8/73ve+n8NVvIafCWtWDNeMNXK1hqtClmUU5fzE0usRrl9I3maGFojNJLG7bAzsWYfL67ji+wHq9TqnT59G13XuePstzL6QIjqbJBDxYHc6qdWqJBYz+NtdTMyNUqg309TUhNvtviYSp2k6oy9OMPryBPWKQs+2TrbdsAmn18HZZ4Y58t0XcflddG5sR9cN4jMJyvkKgRYfC6NLpj5JVXG47fiCbkaOThDqCCI4DSjqlJdrPP21F/nVP+9gYWSJ+GyCYrqIJ+CmmCmRXMywML6MxSLh8Dro39Fz0fYpNdPYMtDsI9wWIBvPo9RVcvE8/bu7aetr4Z0ffgv+Zi/FTMnc93UNw9ARAqIZWLzitl/OmdYIgiAiSAY2lw21rlKrmJUaQRLAMBAk01dJFAUQBOxuG2pdw+Fx4HDbueV919G7rRsAm8PKWz9wG1/+/75OJpbD7rZhUSwIIo3A465NHQ1itTi2zFPfPEK1UkfArJzVKwrxuRQIUC5UOPrgCTwBF96gG13TTb3Xqo7MMLDYLA2fKVVRWRpb5oUfHDdjb6plioUCTZEmLBYLofYESxMxCqkCiAKCAZJNxu62Y2g6Tq8Df5OXQrqIUlOoluorhNIgFy/w0g+PE+kME2jxkUsWuP5d+wk3hwgTalhlzE3NMy8uUyjlGTk5Rmo2iyzL+Ju9psO6zWaGY1tk0tEs1WKVek3l7LMjJOZS3PieQ1htFk4fOUu+lGP99j4yM3kwaJil+pt8WKwWatU68VmznemP+Lj+3fvp3dF9Sci61WElnyqg1BRKuQo2p23FHFikeV2EaqnGwsgStaqC0+NArSroVlObVi5UeOqbRyimi9z6Kzdw072HLmqBXw6JRIIzZ85cVLG6GiwWy0W6S6vVyvj4OH//939PvV7nG9/4BoVCgXvuuYeenp5XXd9rwSc+8Qk++clPXvRac3Mz0WgUMM+tT37yk3zxi19sBAR//vOfZ8uWLY3la7UaH/3oR/nGN77RCAj+whe+QEfHpVW8/xew1ha8dqyRqzVcFZIkUa2afj4TExPMzs6yc+fOV71xvlK4Xq8ofP+/P8LQC2PUqwqCIBBqC/DOP3wT/bt6LruO1ak6j8fD1q1bmR1apJDMEZ2KMTu0gKHrSLIZXLvvli10dXWRSqeYmZnBZrPR1NREJBIhu1hgfngJSZbo39VDc8/F267rOo/84xMcfeg4qqIjigKnnxzizNPDvPfP3sHg08MYgD/iXdknAi29TcwNL3Lo7Xtxep0sjsdwB5x0b2rnoS/8FE/YRalWRBCgs7uDaqnGzNl5liZinHjsDFanFbvbTjZZQK0rSLKIUlexrzhxz5ybp+8CglWv1pEkM3x5tRqo1BSUukohbdpMCIJAe38L4fYgTV1hVMWsQNk9dmIzCRZGl7DZrVhsMi6fy8zlK1apleugG+iGgdVuQRQF6istMQQBq92CZJGxWi0IgkJTZ4jN123gzb998Th858Y29rxpB9l4nnBHELvLblZNEIjNJUkvZ3joCz8lMZ9i/PgUibkUklUGw0BCWPGGKvH4Pz/DPX9wJ8VMEVXVURSN5nVNZKNZKkVTSC5gVl1Wq0JGXUWtixz/6WlKhQoVrUzvxh7y8SKVQoV6WcHutJlif0VDEEGpqhTTRURJbJA1m8tGpVgz9VgGyDYZTdVILWbIp4rYnTb2v3UX171zf+N7p6NZnvzac4y+PImmaThtLuJzCarFKhanhXKsjGg12+v5VJ18qogoCfgiXkRRpK2/hUK6yD//+bdxB5xoqDidLlLkkSSRek1BkiU8ATfhziD1ssI7/ujNtA20oKkawdYAZ58d4e/+4MtUS1X6dvVw6J69tPY1s+2GjfzkH58wNXKiYPqOFatY7BZae5uQLTJKTTE1Z6UaTq8d2SqTnE+j1lUQBE48eob4XIp9b93F3b9/xxUnWhOJBIODg2zbtu1VB1suB1McL/PYY4/xn//zf+bOO+/kRz/6EQ888ACDg4N86UtfuuZ1Xglbtmzhsccea/z/hQL7z372s/zN3/wN999/P+vXr+dTn/oUd9xxRyNwHeDDH/4wDz30EN/85jcJhUJ85CMf4e677+b48ePXJNb/vwZrgvZrxhq5eoPj1ao7q5qrU6dOkc/nOXDgwOsSrh/5wTFOPjFEqC2A0+tAUzWiMwm+/7mf8gf3/VrD2HAVqVSKwcFBOjo66O/vp5Aq8r37fkytVMXns5Os1NAMUKo1ykqdR770BPHpOP/mr97H1q1bSaVSLC9F+fInv8bs8UUwRCyyBX/Yyy3vv47r3rm/8d3nzi3w0o9P4fa7G9NmSk1h8tQMx386SDFTxGa/WFO2+l5RFDn89r2N1+NzSSqlCnVquH0uQsEQgmDGv6QWM5TzZZYmooTaAngCLkZfnjQtECQR24odQzaeZ2k8SnNXBJffSSFdolZR0FSNcy+MUc5VTB2cDvWawqknhth6/Ua23biJddu7aFnXxPJklNa+FmSLRClXJrWYRrZI9O3uYer0HIVUAY/fhVKto9bPi6Y1VccRchLs9JNbLpgZeAEnoXU+MvN5Ap1+3vbhO9l3x65GRqCqqBQzZRweO8FWP06vg3B7qCEYB0gvZ4hOxZg6PUs5XyG1lEbXDFjx1sJYyd1TNabPzuFwmw/5Ytas3AiCgN1tN4XYK+tV6yrqyntsDqtJ5pqclIsVYmMpyvEalWIVTTF1WhabzLbrN+PyOZg6PUsmmkVTdQQBXH4X5XwFXdOxOa1IktgwN7U6rOQSebNqZJNxBVy4/GZmXqVY5Vt/9QAzQ/MEmnxIspVENk21UEfXwG614e3wkJhPUUgVTWd1AyRDJBPN4ltxcc9Es5QLFaqVKhsPrCfSGmT05UlyyQIWi7zi7ZUmm8xz3Tv3se+tO7HarWiqxrc/+xCDTw1hc1qRLTIv/fAkU6dm+ZX/37vZfcd25keWGHlxHIB8ooA74KJriynEX5yIMrCnF8MweOmHJ1FqKuV8BaWumtYLgoBuGDi9do4/cprNV4i1SSaTnDlzhq1bt74uYgVw4sQJ3vWud/Hnf/7n/MEf/AGCIPDhD3+YD3/4w1eVLrweyLJMS0vLJa8bhsF9993Hxz/+cd71rncB8E//9E80Nzfz9a9/nQ9+8IPkcjn+8R//ka985SvcfvvtAHz1q1+ls7OTxx57jDvvvPPnuq3/J2CtcnXtuPZk3DW8oWAYBqlUinq9zqFDh16VWOm6fgmx0lSNk48PYXfbGyRKkiVaeiKkljKMn5i5aB0LCwucOnWKDRs2MDAwgCAIjLw0SWoxQ7DFR6VYxemyIBkKRt0cWRdFgZOPneVrf/ld6hWFpqYm9JRAaqRApC1CS28ER9hKKpXiB3//MKeOnGnowGZWJtu8F+QHWmzm9N25F8bo3NROKV9p3ODr1TqZWA5d12jqesUUokWnplfQqwahUKhBwvLpIk6fg3BHiGBrgEK6SD5dxADsTjueoBu724bD46BnWyd2l53UcprZcwvMnJ0DDGSLzPJknHQ0S6VQBRFa1jUhWyUe/scnKecrWO1W7vnQm2jtbWZhbImJk9Pk00W6NrXjDXmwOWz07eyhrb/FJHWiiM1lpakrjMNtw+KQ0VWdzr4O2vtbkSUJq8WCDQcDu3t58x/egOIp8/Lxlzh3bpjHv/kMf/cHX+a///6X+G8f/BLJpTSBZj+LY0vUymaVaWkyavpkaTqFTNEUu6/cfNWaSq1Uo16prxAlnVy8gC/iYd32bqqlKoauY+hmZUmySOdbUyv71ua04fa50DQVTdfZct1GDM0gG8uZPk5BD+6AC0mWmDs3j67qVApV7C6TwEmyZFZtPA5q5XrjnBVl0RSaS6JJ3pw2WnubWRqPmvsfGD46zvzIEh0DrXhCbtMZfoUo1co1cqki+UQREPA3+ZBlGVEUMATQMcinCqSWM1QrddOLS4P5oUXSyxkK6SIWq0xbfwtdmztYt72LUGsAi9WCZSV0eur0LOeeHyXSEaK5O0KoLUDXpnYSC2le/OEJ7C4b7/jwWzh4zx46N7SZbuxWmVK2zPzoEoFmH3f/3h3c9Xt30NLbBIJZ3ZJkEatNRqmpVApVDN38wTFzdv6Saz6ZTDI4OMjmzZsvmyH6WjA4OMjb3vY2Pvaxj/Enf/Inl/zo+3kMpVyI8fFx2traWLduHe9973uZmpoCYHp6mmg0epGXls1m46abbuL5558H4Pjx4yiKctEybW1tbN26tbHM/3NY1Vxdy98bHGuVqzVcEdlslsnJyYaL+OsVrquKRrVUw2q/2IVclEQwDCrFamMd4+PjLC0tNbLHZocWqBSrxGYSYBgoNdXMVtN1NEVHtpjhuA6vg3qlzsyZeYaPjrP79m2cfXYUQYBQs2lc6Pf7qIXqzAzN8eKjx0jXEoRCITKZ7CWWBNDQTLP3zh2MvjTBzNl5KkUzkqReNSfdJk5OM7C3F5vDak5IDQ9x+O37OfaDM8SmE7gDLirFKpV8lcPv3EuwxY/FZmF6cA6lpmLoBvUVB2xfxEugyUc+XaR/zzre8YdvZn5kiUfvf5rWvmasdgunnhiiXq1jaAaegJveHabmaWkyxvSZObZct4Fgq59Id5jZoQXqlTpOj4PW3mbSy+Z2W+1WOja0oRummLtlXRORrhDnXhxDWsmvy8Zz+CIeJIvE4XfspXd7N707e3C47WiaRjqd5qnvHOGpr7yAIAqmq3uyynPffYlNB/tx+R1MnZ4jG8819GLlXAVlpcUliOdtBXTNQJQF9BXHTKWu8Nx3X+Itv3ML+WSeF394guRiGpvDQqgtgCgKZON5bE4b5YJZZckmc0gWiexcnkrK9NVqXhehY30rdped2aEFEgtJqkVTSK6vaMlEUSDcESYXz1PKldA1jVp5xTpCkjAM0A3ThLWUL7M8FcMf8a44vpsxO8VsianBWfKpohnSrJu8zwDqlRqxuSpWqwWXz0lzdxhRFMkl8tSqCrVyDU3V0RStcdaVC2WiM3GUmoKqaERnTAsEc0LQxdJElFK2jDtg/nc5X8bhtqHrpnZMEAXcfieTp2YxDIMnv36E5/7lKEpNxRc2NXmVYpXend3071qH0+sg0hWmuSfC0kQUm91qutgLwsqwg2kka3NdGmW1WmHevHnzZStBrwXnzp3j7rvv5sMf/jAf+9jHfu5E6pU4cOAA//zP/8z69euJxWJ86lOf4vDhwwwNDTV0V68kic3NzczOzgIQjUaxWq2XRPhcqNv6fw1rlatrxxq5eoPjSjeypaUlhoaGaG1tJZvNviqxulC4vjrxtAqr3UL7QAvDL07gDZ0XmpfzFawOK629TaiqytmzZymVSuzbt49isswX//KrzI8smpoQTaeQKeMOuhBliUq2amq6VB3DkKnkK1idVgRBJD6bBKBSqiJZLtQ/CNhsNhx2B10d3Rw4cIB4PI7kW6RULTE7MUeoJYjd4cBQdaqlGpsPradlXRPv+djb+fL/9w3mhhex2mXaBlpw+108/8AxRElkx90bmZycZNu2bYRuDtHS2sJLPzpBLlnA6XVy3bv2s+eO7fzkS4/zvb/9UUOgrBkGhmag6iZpzKUKVAtVrnvnPgb29LI4EcUwDLxBN6qy2v6ymQ9kVW/k92EYaIp5DB74bz/h5ONncfrs2FxWSvkKJ584gzfoYWkihr/Ji8VqIbWQQZREgu1+irUCbr+TzFIOpaoyW1lgYE8vd//+HRx+x76LjqckSfg8PuaPRwmFQ/iaPeTSeep6jbpR4+yLIxy8ZzeTp2Zweh3YXDYmT8ygKiqyRbqsHGPVkNLqshDpDHPskdNc9679/M5nf4XuLR08852jlAtV/E1eWtY1ceCtu6hV6vyvj3+T2GwCSRQRBRFdNyhly9SrJql0+UzH8khniGw8RylXRqkryBaJXCJPqC1A95YOqt1V5keWsLvs2D121KqCqpTIJ/NUyzU0VUNVdQxdp16p8/JPTnHDuw8wdXqOxHwKi12mVlbMyczVa0A0/1A0lLpKU0+Etr5mdM1g7Ngk+XTcdNBfiecxNDPbUbbJZDN5s02p6qbtxoo2ankqburD7BZKuTIv/vAES5MxEvNpZFnCG3HT1B0hG8/hcNuZH1nk0X96mmKmhM1hxd/sw8gWWZqMUcyWzJb4j07y1t+9jS3Xb2D4+TGUuoJWMSczHW47FptMPlmgPeiiZ9t5t/d0Os3p06fZtGnT6yZWIyMj3HXXXXzwgx/kP/2n//QLJ1YAb3nLWxr/vW3bNg4dOkRfXx//9E//xMGDZqj1K7fjlYMCl8NrWWYNbxyskas1XITV6tHc3Bw7d+5EFEVSqdRVl381/ypBELj+nXuZH11icXwZT8BNvaZQKdbYffsWgu1evv7fvsPsyUWcVhfxHTnGT0wTn0kS6Qphc1hJLmdYmowx9vIkoihSK5vViVU38mK2TMBuTqetth77dnQzeWK64ZINUK/UEWWR9v6WixylyUo88y9HGX5h3BQ0A52b2+neaU7/eIJuEATW7+0j0OwzJ+qAbCzHkYdexNJhcPjmQ/h8PgD2vWUnu27fSilrapHUusbX/uK7vPDgMUq58oooWEC2SmiKuf9yyQKLo0vc82/v5Pp3HwBAFIQGGZGtMu6Ai0w0a1Z/VnZ1JprFE3TTtamdhbFlTjw6SDaRZ3myBhjIVhlREnF6nOx7yw7Gj01TKVVo7WsmvpCkpBQpR6uUM1XTENPANCcVBFr7mi97THOJAvlkAV3XmTg2Tblg6pVkq4wgCTz3Ly+i1BXCXSH02srEoQG6pmOxi1gsMjX1vLWCzWnFYrcQbg8Sag9QKVbJJ/O88OBxjj9yGqWqmO05u5U7f+tmerd38+KPjptGmzoYglkhVeplJFlEtspkE3k6NrQhCAKeoJtIp9mmFUWRYIsfSZawu+1kollq5Tq+iJct129g5MUJpgdnTbF/pb5ynoFSVbDYZESLxONfeYZwe5CF0SWsdtOmQZTO7yfDMLBYzZxBQzdLWWpdRRQFLFYZu8sU1yOC1WZBV3VUXUOra+iqjsNhQ1N0wKBeq4FkmqDquo5a11DrKj/5n0+wNBkz9YACIAosjkVZmoghiKab/l/+0t+SmE81dGrzI0tmiLTPgSgKdG5sJzGf4uH/+QQ33HuQ5p4ITr+TxdFlyoUKomRODTrcdva9ZRd9O81KaTqd5tSpU2zcuJHW1tYr3h+uhomJCe6++25+/dd/nb/8y7/830ZMXC4X27ZtY3x8vGFUGo1GL/pe8Xi8Uc1qaWmhXq+TyWQuql7F43EOHz78r7rt/2pYE7RfM9bI1RoaUFWVM2fOUCgUOHjwIG63m1wud0WH9qs5rr8S/bt6eN9/eBvPPXDc9IYKebj53oNsvWWAf/iz+5k9vojL5aJmU3n01DPkk3k2HBjA4bZTLlSIzyQa2W2CcN5QURRNmwHZIlPKlQl3hNh0aACA3XdsY+i5UWbPzmN325BkmVq5xsYD/Y1lwCR/b/rNW5g4PkN2OY/DYUe2SWRjOb708X/mtt+9jlpSIbmYItIRaigVDd2grpstvXXtfQ1itQrZIuNbmTB8/oEjjL480YhfkS0SSl1Fq+nINhlBM1tUgihQryhYrOaluW57N06PnVyygD/ipa2vmWLGjI5x+pymDYRV5qb3HMIVcPHPn/gOs0MLqKqGIJhVJkEUqVcVZofm+b37fp07/80t1KsK8XiM//Xxb1JYKJNPFJFlCU3T8UW89O3qITmf4tlvH2Xdtq5Ljq3DY0dVNGbPLTRMKOtVpRGlU85W2HiwH7vTRiyRQJAFBMlsAVaLlzrDSxaJrk3tNHdHSC9n8EV8DB0Z5dnvvogn6KZjYxtqXSU6neB7f/Mj7vitG/m7P/5f1FYsE8w8Qx1p5VzwhjzYXTbmhhdxehzmtKVF4pf/9B72vGk7FquFTCzHsUdOsTQexd/so3dHD0998wjlXJkt128kG8tx7oWxxve1OW0YukExbXpPHXv4FLVqnf7d61gYW6Zaqp4/p1aOMwYIkogkitjddqKzSZSaQq1WxR10ois6lUINSRax2GWUqtnyNgXlotmSLCnUywoWu4zDZ0c1FJ798fOcevIMobYA/iYf8yOLFNJF009LgKbuMKIskphLYgA2mzmQUavU0FWTKCo2C9lYDpffRXopjQA090SIzSZZv2cdhWyZ+FwSm8PGnb99C2/93dsQRZFMJtMgVm1tbVe85q+G6elp7r77bn7pl36Jz3zmM1etjP+iUavVGB4e5oYbbmDdunW0tLTw6KOPsmvXLsC0g3n66af5zGc+A8CePXuwWCw8+uij3HvvvcB5i5rPfvaz/9u+xy8Sa23Ba8cauXqDY/WhWalUOHHiBBaLhYMHDzYc168Uf3Mtjuur6N/VQ9/ObpSaimw14zCeeOgploeStHQ2m9UhAMMguZAis5zBG3Qzd26Bcr6Cw+NAQMBql0lHczg8drOtohuNfLSerR0mAVqBO+CiXKwSn0/h8Ni57h37+KWP3oP1FdN/I0fHiU7HGdjTi31FW7Iqxj76z6eZODFDeiHD/MgSDo+dvl3dCDaoFquEm0M0d17dmuLsc6NYHVacXoeZu6eYppAGq9EyOqLFQr2m8uj9TzGwZx1br99Ix4ZWDr1jL89+5yiJhRQCAt6wh+aVFlO4I8T2mzez8UA/Rx88zvjxaXTdQJJEs2Wome1Nm9NKvaqwPBlj123bmJ2dZSm5yG9+8r388L7HOLl8FotVxh/y0trbjMNtxxv2MDeySL2qNMKiG/vV78LuspmVQElsVHgMzGm4arHG6EuTHHjrbgJBPylHBpvDRiFVvIRYCYIZJ2QYBplYFqWmcuCuXbz4oxNYbZaGmapslXF67Zx6coiXHj5JrVi/aD2GYU47arJGtVyleV0EY+UcHdjTy67btrLtpk2NB7k37KH7AnfxZ//lRTLRLO0b2hBFgVq5ZlaeBKMx8QlQzJaorFTq6qUaqsdBx0ArTred6bPzje+nKRoGBpIkYXNaWbeti7lzC2TzRQwRHC4HlWIVyWJWMQ3NQJJFHHY7al3F7rJjdVjQVI1KsYqugoiEoUI+UyCdzOAOOnF5XbSub6Z83AzN1lSdYrpEeimzmlG9IlI3ibah6lRKNRAExo5NIVskRFlEU3Xe/ZG7efDzjxCdjqPWNdoHWjhw925u/ZXrG8Tq5MmTbNiw4XUTq7m5Oe666y7e+ta3ct999/2rE6uPfvSj3HPPPXR1dRGPx/nUpz5FPp/nN37jNxoTip/+9KcZGBhgYGCAT3/60zidTt7//vcD4PP5+O3f/m0+8pGPEAqFCAaDfPSjH2Xbtm2N6cH/56Ab5t+1LP8Gxxq5WkPjhtnc3MymTZsuutmtkqtVPcHPw3HdYpOZnZ1lamoKF15Ew8xJW4V9ZQw/Hc0R7gxRypaxOW0oVQWn174yLWVOXfXtXoeqaIiiQC6RbwTX1qt1vv6X32Pi5AxNXWHa+s1Q4LFjk8yeW2DTwYGLtmtqcA5dMxrECsyJwXK+yslHhhAlAdlqQa0rlLJlzh0Zo2V9GEEX2XbD5kaF6kowdHP/hVoDZKJmlpuh6w2DSGHFBr1aqlFIFbn/P36LX//EL7P95s307ejhpR+eJD6bRNN0WnqauPdjb2P7TZsv+oxTT5zF7rI2PLOMlf2tKSpiTcQX9lAuVBgbG2NpaYk9e/bg8/mo/Hqd6HScpnVNOJy2RsaNUldxeRzIlsv79rhXLAmy8XwjNkeURMRVwl6oMju8QPfmDmxOG/lkwcymq6tIklmVsTosKzomlbnhRbbfuIlbf+V69rx5B098/TlsTpPUKTWV6TOzxGbMys+V2g6GZlAr1VFrKrlYzqwKiubU39Ybz5/bhmEw/MI4Jx87QyaepWNDO9VCZaVtaG5/tWS2VVfJjbzSzjN001tr5uw8ycV0QxcnSueF+oIZBogsyzjcNkRJ4vSTZ5FsIjavFYtgZSkWo1Kq4vI6MHRzWEOySA0hu9VuVvl0w0CtqeiaTjam4gm6mXx2nlA4hIGOJEnkyvnzrXJJxGqXzUERg5VYIwNdU87HGxng9DiQbTLVYo1KrsLi+DK3/sr1/N7f/jpz5xapVeq09jbjbzLP7Ww2y8mTJ1m/fj3t7e1XPd+vhKWlJe6++25uu+02Pv/5z/9vqVgtLCzwvve9j2QySSQS4eDBgxw9epTubrPl+ad/+qdUKhU+9KEPNUxEf/rTn140Kf23f/u3yLLMvffe2zARvf/++//f9LiCtbbg68AauXqDI5VKcezYMdavX09X16Xtn9WbhaZpSJLUsFpYFa1fq05C13WGh4dJpVLs3buXoYLZdmmM5mE+tO0uG9VynVwij6pq6CvkJNIZxtAN0ssZNEVDskh4wx7K+QoWu5W+nT0AjLw4yfTZeVrWRRpVKpfXycLYMs8/8PIl5EqSxUu8dHTdHOdXagoOjx2L3YJSM/Veal2jnKqx/107aT8Q5qmnniIcDtPU1EQ4HEaWL760Nh9ez8zZeQItftrXt7I0EaWQLpoGmpKIvFKhUesqsiyiKRo/+Z9PEO4M8pVP/gsLo0srInaNxbFlvv6p7xFuD9LWf15IXC5UTW8iWcSoGKja+UxIu8uKr8lLtpxBj9XYt28fLpdJaNfv7SXSGSKznMG2rglREqmWqpRzFQ6/fd8VXblb1jUxPThLKVvG0A3TJkESURUNh8tGOV8hOh1Hq6soVcU0sayZ1RzT18ucoAODbDyPO+xk+3v7cbVaiSWihDuDTJ+exxfxMj+6RHIhbeb/iYLpkXUVWB1WNF2ne6CVUq7MiUcH2XnrVjYe6Afg2e8c5cdfepxaxZyenDgxgygKKCveWYZukE8VG21OXdUppAoUM0WTrLltZGI5gm0BFsaWzXDslcqTgFlla+oK/f/ZO+/4KMq1DV8z23fTewIBEgi9d6SIUqQn9mPXY+/Y/SzHDqLH7kEBG1YQAwIWpKOACCSh95qQXnc323dnvj9mMxB6AEVkr98vx8Pu7Ow7W2bufd7nvW/0JgNetw9HjQNZlDHHGImNjVWmaxHYuzEfp80VrPqB7PIGMw/B71Ua4f3eQ7M9BQxmI8W7S0lqkUhNSQ0aUYNeMCArWh2DUYdfCgT7+QJIsoRWq8Hr8te76HlcHvw+P7KsGOQqq2HdmMKM6irUOuqEVUZGxim7kJeUlDBy5Ej69OnD5MmTz5oQmTZt2nHvFwSB559/nueff/6Y2xiNRt577z3ee++9Mzy6vycCDZwW/NNGcu4Q8rk6z4mOjqZbt240bdr0qEKpTiT4/X4CgYAqrBpasQLw+Xzk5uZit9vp2bMnERERZHRPJzwmjPIDlQd9pFxeImLD6dC/NQaTAQFFxDVp04jY5Giik6IwWAxIkkxlUTUHthdRU2aj65AOtL2gJQAVhZXIknTE9J8l0kxRsNJwKC27N0dn0GGvrlVvqyquxh2sBngcHmqrHXjdXkzhJnQGHdGJUdz96i1cPOQiunfvjtlsZs+ePSxdupS8vDwOHDhAdUUN8z9byh9zc7FV2tn6+w78Xh9xjWKIiA3HEmXBaDFiiTDj9wbwun1EJUaS2CyeyqIqFn7+K7vz9uG0unDXKoKnptzG9tW7+fCRL6itdqjjbdGlGaX7y9XppbreLkEQ8Di9hCWaiGxsoWfPnqqwAmWKL/OB4UTEhVO4s4SCbUVUl1hp3781A67sjc/rZ/PybSz5ZgVr563DaXMBSk/boRVHUVSatmVkXA6PWjlz2N3oTToSmsSh0SmiwhRhIjzKong+BU1COw3owMBBA4mPj6e8vBxLmh63z8WOvD2UF1QojvOyIpyOd/bW6DQYLcoUpNftxRJpxufxs3vdPgCs5TYWfbUcQRRp3DKFhCZxNG6Zgt8v4ff5KdxRTOGOIrxuL4JGRAxmL8oSSpN5cNozJikKWQajxYAlyoLOqMMUbiK9c9Ng/5riTRbw+bFXO6goqKJidw1Oq/L6xSRHKUJYktGb9MGYIeUYBEHAFG4g4A9WiINN+mExYYpzvS+Az+Vj8E0DMFqMOG0utDoNBqMeg0mPTqtXvLCCmZBe52HVPgGcNjfGMCNN2jSicetk3A6Pkp15GFarlby8PFq0aEFqauqxX/jjUF5ezujRo+nSpQuffvrpP7fC808l5HPVYEKVq/McjUZDTEzMMe+vE1FerxdRFE9JVAE4nU7y8vKwWCx07txZFW1xjWIYdtvF/Dx5kbKSCeVC0r5/a659+jL8Xj9Lp69kefYf+Dw+qsusOG0uEprE0fHCNmh0yvRgy+7NSW2TwpKvV1Bb48BeVatWeg6tvLgdbuKbNEIQBCqLqhRrBYOOZh2b0nt0V/74IZfq4hpkoKKwSqmSBKsKUkACPzj9LkTxYA+OIAhEREQQERFBixYtcDgclJWVsX/Pfn58ewnlu6owhZkIjwnDWm7DXeuh+/DOtOvbio3LtrDoy+W4ne5gI3YYic0SgicnQTE4dXowmA1Kn88h/WXbft/B58/N4PbXr0Nn0NFxYFuy3/gBENCblX4oSZLQ6bVo9CKt+6fTq08vdDrd4W8PbXpnkNL8Fjav3K44g5fZkAIBVsxazZYVO9i/pUCpFgkQnxrHdc9eRsvuzcm8fzhTn/2Wwp3Fiv/WYdMHDqsTvy9Am94ZhEdbMJgN7MrdS221A0Fpz8JV6yY8xsLIOwZhMplo0qQJTZo0oWPHjqQ2TmXeR4sp26dYVwgImMKN9ZrnD0ejFRFEkYDfh7XCjsfhoabMSvHuEvw+P/s3H8BeaSe5+cGqnyAqU7YOq4MWXdJY/VMuADFJUbjsrmBvlPI5MoYpVbktv+9QvwtGswGtVrGZSGwSj8/jJ6NbOkW7SvH5fWh0Ajq9Yp+wZ8N+xWZjRzEeh1cxMXV6CASUhny9To8UkKi1utSLlBDMdjQYtMj+APbqWlIyEhl0/QD6X96btb+sY+abPyEIAjXlNgI+P0azAaPZQFVxtVrpqxOJgqhMoRotBuIaxVCWX0FUQuTBvscgdSHtzZs3P2VhVVlZyejRo2nVqhVffPHFEVXdEH9/Qg3tDSf0KQ9xXGRZRq/Xs2PHDpKSkoiPj2/wybG6upr169eTkpKiOq4fSq+RXWnSphHb/tiFx+klpUUSbXq3UF2oR98zlEYZSfzxQy6VRdW06NKMPmO60+HCNuq+5n+2jHfunKJUckTlYocgEPD7adwyBa1Oi7XCjixDj2Gd+WnyQn7LXo2jxoEoisQ1juHSh0bQpncGO3P3Yi238cdcJTi4cGeJYvKotEUhSzIS4HYq1axDqzegLO1OS0ujYpsVR7GbxKZxBJDwer3ENovEVuogrkk0PYZ3ptslnSjZW8aW33cgBSRslbVsX70LvVFHRre0YDNyXc+NjKgREBAIAIIosjN3D1t/30nHgW0Ji7YQ3yROEQMOD+ZwI+ZIE1qLiLPaTavWrY4qrOoIi7awZ91+1i/eHMwVhKXTfifgC5DRI10J9vUFKN1XxrevzeGhj+6k54gupHdqwktXvEXB1kIChwqeYNXE4/CwY81uOgxoTUKTOKzlViqLanDWuhA1Ghq1SOSGF6+iaduD0001ZTbWzlvHhpVbMEUbSApOV1YVVasWAZL/yGNAAAERj8MNgkD+lkL8Xj+SJJO7YCM6g45OA9uBEDQxPaSAIkkSBpOBq/8vC4BNy7eR3CKJbb/vwBJlQW/Q4bA58bmV3iWXwx20WpCDbvcC5kizYk8SkCjZW8aBnYXEpcWg1+upKbOhN+nxOr3sWb+fmjJbMHrHhNftw2V3o9VqMEeY8Hn8GMw6aoJjN5j0mMKM6lh9Hh/t+7dGoxExhRnpNbIrOb9sIH/LAZp1SEUUBBxWp2K+iyIetTqNMl3qDyjHIMtUFFciiRIiIoNv7l+v0muz2cjNzSU9PZ0mTQ76WzWEmpoaMjMzadq0KdOmTTvu5y9EiH8SIXEV4qgc2rjepUsXSktL2bt3L1u2bCE2NlYNRT7RybKoqIitW7fSqlWr4/ZqJKcnqs3ohyMIAt2GdqLb0E7q6sRDWb90M188PwNXrRu9UYfX41PCjAWlV0Zv1CMHvZta9WxO8Z5Slk3/HVOYkeTmiUh+ifKCCr59dTZjp9xBq54t2L/5AHmLNiIa9RiK9LjtHrUvTBAEohOj8Hn8rF+ymb6X9TzquPduykcOSIRHRQQXA0h43B7sFU5+n7eGmPZhxMbE4fMpfT6gXKBddhceh4fU1o3QGXTkLNiI26nYF0gBQV1hqDMoUTXFe0rpOLAtUQmRJDaNo6KwivTOzfD7fVRXVeN3ScQmxpDcXHl9fV4/m1dsZ//mAvRGPe37tSa1dQqbV+wgZ/4GIuMiMEeY8Hv9VBRW4fMqPUPmYHN7fGocJXvL2LNuH3GNY5j67AylilQnmg+Z2qqbflUqPTtJbZ2Co0bxooqMj0Cr05DeqRkZXdLU1628oJKPnviK/VsK8Et+9Do9PpcPWZaJTozCWmantubg9K06RSgTrDRKeD0BZAnFpkOvJa5RDFFJkeQu3ESz9kqMTHlBJYlp8WrcjbXcRudB7YmMC6f7sE7sWLtHyQMM+nf5fQHlfapb3BE0AJVlxbjUaDFgjjCxbfUuvC4vpfnliij2y8QmK87ytgolBshV68IUblb9v0xhJrwuHz6PYmmhN+pIaZ5EbbUTnUGHGMw6BMVGoVGrZAZedQHWchs7c/YQCEgMu/ViFn+1nIKthfh8fuxVtcFeOC1+rxI55K71YLDo0Zv0uB0eTCYTsUnRNO/TBCnOw4oVK4iPj8dsNrNjxw7S09PVRu+GYrPZuPTSS0lISGDGjBnqCuQQ5yChhvYGExJX5zlHm+I71BgUICwsjPDwcHXKq7S0lPz8fLZs2UJMTAwJCQkkJCTUO3nKssyuXbs4cOAAnTt3JjY29ojnORUOF1ayLPPzlEXKhcJiwFXrUVYyCso0Xm2NA7FAMZF0Wp3kVW6iptSKJEm07NZcmerUiySmJVC8u5SNy7Yy4Ko+RKdEgl6mtsqJJdyMKCjPG/AF0Bl1tOiq9DdVFFUddZwbf93K6h/zKNlbjq3KQWyjaOJTYzGaTBj0BiLMkaz+YiO7cvdSXlBFeJwFnV6HHJAxWZRg6/2bD3Dt05eydPrvHNhaGJwhkoPVGQGf24cn2AMGoNNrGXBVH7Lf+pHCnUUERD+irEWQBLqO6Ehi03hctW6mPjudLb/vRPIHkGVY/NVyRt45iKriGvw+v2rCGghICCih0tZyO/GpcerzBIKRRt+/O4+9G/YTkxxF+YFK3AEpuDLyyNekttrB9tW7EQRIbBpPkzaN8bi87Fi7m3kfL+aqJzIBWPTVb+zbnI85zkhMbDI6nY6aMhs1ZVaiEiKxRJhxO6Io2Vem6CpBCDZmyyCCTq8jKT2e8n1VRCcqU13hMUoygLXUys6cPYy6ewjZb/7Ige1F6ncgpUUSw2+9GICOA9uyK28fq3/MxecNBBvfdUpfmU9SxJWgVBJlSaku6o16REFUchIDAQI+SXFdr3WTv70QnU6niH+3T8lK1GsJizZTXWJFlmSMFj0Oq0vNObRV1RKTHK3GBXmdXjwuD8npidz73i2sW7yZnz9epEyxCgJhURYuvr4fI+8aTOneMr59fS76FB2WCjuFO0uCZqaK7YWo0RAZH8FDH91Jy+7p6I16/H4/VVVVFBUVsX//fkRRpLa2ltLSUmJjYxtUsa6treXyyy8nLCyMWbNmYTQaT/ygEH9bBFlGaEAfVUO2/acSElch6lUYDo+yOVzMWCwW0tPTSU9Px+l0UlZWRlFREdu2bSMqKkpdLbdz5061cf3Q5ukzjdftoyy/ElEj4PX4CAQCwcxCpWolI2OvclBb7USr0xCXGosgCvhdfvZvKaBl9+bKCjtRBEHAXu3A6XSyccsGuo5oT97sLdSWO5GC/TA6o46U5olotMpz1HkwHUreoo189WI2tspahGAlqnCHG4/TS2xyNC67i32bCtDqNAR8MgGvhKPSRUxjA+Z4o2J74dFQUVRJVGIknQa2oXhXCX6vX51+0uq1Sk+ZN0C7fq0AxX9JlmQatUpkR95ujEYjsYkx9BzRhYH/Upyjf/tuFZt+20ZsSrRiiinLVJfU8NPkRepigDr0Rh0Gkx6P01OvgdxaaccSZcYcaWbHmt1ExkdgtBiVbev8ruqEYB3B6dSAFEDUCtTWONj6+w7MkSYMZgPrl25h9L2XoDPqWDs/D1EvEBt38IIeGR+Ow+pk4NV96DyoAxUFlUx6+HPCY8OQ/BKCRsQcbsTj9lKWX05kSjg15VaMMXoEPVSX1WALuspv+2Mnw269iLvfuYmNv27FXlVLfONYDBYja39Zj8GsVPMuf2QUnS5qx8+TF7Lxt+2YI02U7S9HCiir+YxmAzqDFkEQcNW6SclIIrFZHPu3HkAUBfRGHe6AYgiKDLJORhQ1mMNNyJKE0+4irnE0CU3iqC6tQfYpIdQtu6UpgdwGHbGNonFaXVQX1+D1eMnolk7LHs354cMFrJi1BlmSiIgNJ6FpHD63j3kfLaFRiyQiEyLxe/1EJUQSFmXB7XBTXWpTG+SjEsK4Zdw1tO/XWn2LtFotJpOJmpoamjdvTkxMDOXl5ezevZuNGzcSExNDfHw88fHxxxVLTqeTK6+8Eq1Wy+zZszGZTA35Sof4OyIF/xqy/XlOSFyFUGmI4zqA2WymWbNmNGvWDLfbTVlZGSUlJWzfvh2NRkPTpk3/dB8brV5LVEIkxbtL8bi8qj2E36c05NR5FokaAZ1RcaQ2RZjweXy4HR5slXZlis+rOL+Hx5tZvXo1ycnJ9HmgD207teXHDxawafk2tDoNSWkJhMeEUbKnjJjkaDoObKeOJeAPsPWPXXz98kxqyqw0adsYU7iRigNVeN0+SveVKysttRp0ei1JaQnYK2uxltuQZbCV2olNiMbn81NjtxIWZ+KPnFX4RA/RSRGK/YNNcQFXVgNCbKNoYpOj2bepgM+emU7x3hI8Hi8Ggx5jlIFLbhlIl8Ed1Kb+nPkb0Bl0GA5pxo9OiqJ4dylKHI8Wp82lBAALAtHJUdiqFEsCa7kNt8ODFJC46Nq+Sg+WP4ApzIQoisQ2isFV6z4YaxPUVoIooNUqjvQAkl/GWm4HAWxVteiNOhKaxeFxeti9dxdenxdLWNhRKiUyWr2OmKQo9EYd5kgT5QWVeJxeZUrYoMMYZiAmOZqLLutP9p4f0Ik6qopqKM+vQg5ISJJMWX4F79/3Kf8e/y+G3jwQt8PD1Gens3nF9qDxJ8z/dCmZ9w/ngqzuiJqhiFoNu9ftU3usNEGHfW/Qc0sQlWnfrat3IEsS5sgwBFFxZq+1OpXvlk/xDUtKT8BV66Fwh7Iqs2X3dMJjwyjLr8AcYcLt9LDy+7UEAgHMEWZMYQZSWiRx88v/IjIunPfu+Zgtv+8g4FeyJu1VtbgdHtI6NqG6pIa18zcw7NaLlKm/Wjdh0RZadE2ntsZBeUElokbkyS/vo2m7+g3qtbW15OTk0KRJE9LT0wGIiooiIyMDh8NBeXm5+v0OCwtThVZ4eHg9M+J//etf+Hw+5s2bR1hYGCHOfUKVq4YTElchgIYLq8MxGo1ER0ezf/9+EhIS1F+9e/fuJSwsjMTERBISEs54FUujEel7aQ/ytxzA4/QoK/uCfwBGixFXrVuNyXE7vRjNejwOHW6HG3uVA6fNTWVhFTqjliWzfmPIDQNp1UqpBnW+qB2dBrZlefYfLPz8N2yVdmpKrSQ3T+Syh0YSkxQFgL2qls+ensa2P3ZRml+BIAjsyt1LausUwqPDsFcrIqrbJZ1Yv3iTuirLEm1Gb9Jjr7TjqpXY+Ns2tcoTZY2kcHklWq0OWZCJSg0nSopA8skYDHqcNjfpHZsS8AeYNv57CncXYY4xYpbMlOdXUp5fxVu3TSajZzrtL2hFbKMYakpt9TLwIDg1LCjhxj2GdWbNT3lUl9aon4HOF7UlPC6c8vxKktMT6D26G30yuxPwB4hOiKSquAajxUB841j8vgAF2wuRfMGfroJineBzeVWDTRVZcaZ3Oz04a5zs2L2T4r0ldO7fntz5m1QfM4CaMiuWCDMtu6fj9/kp2VuGwWykZF+5UmWVZMVLqlSptrbslk67vq1Yv3QzlQeqQVKc0k0ReqIah1OcX8KHj09l5F2DqD5gZ/3SLcQkRykmobJi8THrnR/Z8vt2Ni/frlbkTOGKq7rfF1Dz+gQBZAms1TYCvoASN+TyEvBLaiO5z+MnPDqMjO7piKJIeIxEdUk1gihQsrccrV6D3qjHUeNUBKrbG8z1cxIZF0bhjmKmjZ9Fj2FdOLCjGHNwxaRWr0Wj0+BxeKgqqUGn12Irt5PQJI62vTPImb8BBCWAWZZk9AYdfS/reUxhlZqaqgqrQ7FYLFgsFpo1a4bX66WiooLy8nL279+Px+Nh+vTpDB8+nOnTp2Oz2Zg/fz4REcc31g1xDhHquWowIXF1nlPnXdXQKJvDKS8vZ+PGjTRr1oy0tDQEQSA1NRWfz0d5eTmlpaXs2bMHk8mkCq2wsLAzEtY64MrelBdUMv/TpVSX1iDJykVNZ9ApGW8akUObgIwWI6YwI0W7S3HanDisLiWCRAcH8sqYdeAXosKi1WkyQRDof0VvugzuQME2JcuvWftUNf8P4MdJC9iycgdRiZHUlNvwe/3U1jjZsWYPUYmRavRIQpNYNDqNOj3jdfvwe/0EAop/kuq/JSiCbdHnv9EoI5mYhBilCpFgxuf3Yi23IsgiTbqlsOWP7ezdko8hQo9BZ6RgSxFejw9Zkqi1Oli3cBMblijiwefx4fcEiIyLQBscv9PuQqvTkt6pKRnd0mjTJ4MtK3fg9wVo2T2dLoM6YLQonkui5uDnQ6PVMOj6/nz3xg8U7SnBEmHGWeNEFAREvVapHsqKb5kgCGg0An5vQD0+DrHDsVU7+PTBb9GiOKr7fQEKdxWj1WuRAzIGs4Ght1yItdzGR49/RcneMsryKxQhHZCQQXFIF6A0v4KPHv+a+/73b0xhRn7+aDEWi5mI2HCiEyNx1bopr61m/7pCpj41A5fdjd6kJyolAinYM+b3+inYWsSe9flExIaRlJaAIEBFYbVaqdLptarAkmVlijYuOY7qIisub0CdSj1UUNqrHIRHW3BYncQmR3PpwyOJTY7GVmFn+oTZRMSGU1tdi8GkV0ST00N1qZVGGUkUbCsiLMqCLMuYI8zUlNvV5npRI+K0OjFHmGnavjGCIHD5I6OQZdi6agf2ylqMFgM9R3VlzH2X1Pv+OBwOcnJyaNSoEc2bNz/h902v15OSkkJKSgqSJLFt2zYAHnvsMWpqahg5ciRz585lxIgRZ6zX8miMHz+ep556igcffJC3334bUL4/L7zwApMnT1bd1f/3v//Rrt3BCrPH4+HRRx/lm2++Ud3VJ06ceMrmqOcFDfWuClWuQuLqfOfXX3/lxhtvZPTo0Vx66aX07t27QQZ/siyTn5/P7t27adu2LUlJSfXu1+l06onY7/dTUVFBaWkp+/btw2AwqEIrIiLilIWWzqDj6iczuSCzO9+8Mou9mwqCoskJkoa4xrFYK22qiADFzbzTRW0p2VOOPkyHKdJAREQEGq2W0r1l/DhpAa17t6g3rRkWZTnC2R2UlXC5Czai0WnwBp3I3Q6lTyngC1C2v0Kp4Bh1LP5yORFxYZTsLcdg1itThi5lGk3UiMGYIQAhKMIkqkustO3bCluFjYoDVUiSRExcDF1Htie+VRQ5v+XidXuIiIvFWmpTc/rqPKfkYISL3+snNjmaAztK2LN+PzEp0QT8ASS/RNehHWnZozkajUiXQR3oMqjDEcd5NKf2tn1b0W1TAZuXb8Npc+GwOZVFAprgAgC/srpOliEgH4zIqVtlJwSNM31uH2JAJCIhHJ/bh7vWTWR8JK17tSAsOoyOA9oQkxLNm//+kJoymzJtiaAKUmOYEa1Oi8/jxev2s2HpZqaNn0X3YZ3548dc4lJjgxUkHwXbi/B7/Oj0WlIzUtiVuxe33UNVSTUGi46qfCvuWg8Bv1Kdqq1xsjNnTzCrURm3VqdRrUIErZJTqNVo1dWkok4IOqYfrKLWVjvYmbMHvUGZBr3w6gvod1lPRFHk99lr8bp9mMONwYpXXcSUgMvuVpIRfAFVEEfGhVNVUoM7GMvj9ylN903aNKLXqK4AhMeEcfMrV1Oyp4yaMsVNPrFp/QxMh8PB2rVrT1pYHY4oimRkZBAIBEhKSmLGjBn89ttvvPPOO9x+++2Ul5fXi405U6xZs4bJkyfTsWPHere/9tprvPnmm3z22We0bNmSl19+mSFDhrB9+3Z1HGPHjmXu3LlMmzaN2NhYHnnkEUaNGkVOTk7I3DTEGSMkrs5z+vbty8SJE5k5cyb/+te/0Ov1qtDq27fvcVcISZLE9u3bKSsrU3PqjodWqyUpKYmkpCQCgQCVlZWUlpaSm5uLVqtVVx1GRUU1WGgJgkCTto159PN72bFmN1tW7mDVnLXYq2oRtRrMYSY8Tg9hMWFo9Rp6j+5G03aNmPrct4QnmImMilJPrBFxERTvLqWyqLpeCPSxKN5TSuHOErxuH8iy0lsUrMwcOj5zhAlXrQtZlkhKi6csv5KKwkoCAQlRUPqd/B5/0MNJqWRJARm9UUdFQSXPzBjL7nX78Xv9NG3XGEu0mfXr15PaKoWo+EhqaxxYqxXrgLqKCiiiSPIHqK120LRtKrGNPAiCQFyjGEzhRpq0bYy13MZ/Rk3AHGGi16iuXHhVH1U8HIu1v6xnxmtzqCmzBrPrlJBojU6DVqdFGxSbfn9AsTPQKrmCUkBS4oYEAQQlNkZn0KkXfoNJj86gxVZZS+/R3VVBq1QmrSSlxeNz+xV3c6/yIvt9irt9wKdUxjwuL798spTta3ZjiTJTWVhFQtM4rBV2JZtQQPGuMhmISlBWOnpsPsLCw/A4vKroEwTlcx7wBkAQMJr1+Dw+An4JjU5EEhSPKJ8rgD5Ch9flJTI+ArfDg98fwO9RFiFotCKJTeORAhIOq4uU5klc+uBwasqsrF+ymR1r9+J1e7FW1eL11DdIFQTYnbefmORo+l7ak+2rd1NdZiW1VQrlByqoKVX8str3a831z11RT0AJgkBy80TVhuNQ6ipWKSkpNG/e/JR+3Pj9fu688062bt3KkiVLSExM5KKLLuI///kPFRUVf4qwqq2t5brrrmPKlCm8/PLL6u2yLPP222/z9NNPc9lllwEwdepUEhMT+frrr7nzzjuxWq18/PHHfPHFF2rI8pdffklqaioLFy7kkksuOepznu+ETEQbTkhcnefUianRo0fj8/lYsmQJ3333HTfddBOyLDNq1CiysrK48MIL61kteL1eNm7ciNfrpWfPng1eEaTRaFQxJUkSlZWVlJWVsX79egRBUO+Ljo5uUFO8RiPSpncGbXpnMOKOQWxYuoUDO4oxWgy0vaAlpjBlStAcZeL7z34AQSY8PKLeL1ZFnIjodCf+elQWVTHxgU9x2pzB8F6xfl8RSjyKIAp4XT6iWkZSVVxN1oMj0Bt0fPViNtZKO26HO/g4GbkuW1eS0epEQMZg1mMwG9SpSq/Xy9q1a6nKt1K5xYbsg+oDNnxBPyM56KaOEPQsQ6nUe91ezMFg7P/75gHytxQy8YFPqS6xBvPyavju9R/Yt6mAf4+/5pivfem+cr55ZRbVwexFj8uD1+ULZuQpeYk6vdI4HwhGqkjBsG9ANRsVNCAKAglNYgn4Ff8nJfrFiN8foOLAQauLqpIaNYhYb9ZjCjcFw5WFI8KcBVFAEAUKthbSskdzjBYjRbtKqa1x4PcFsESYSGgSi7XMitPuCoYiW/H7Aopw0mqwRJiVHMmgYAv4/Hg9AoKovJi2ytpgvJCIo9qFQDSWKDOxKdHojHpsFTbK9leg0WmRAgFl6jEhEofVqXitffs7P364EGu5DQBrmQ2fx49wWE+cLCvi0VXroqbMypWPjeb7d3+mptSKVqejcesU+l/ei8z7h520QHI6neTk5JCUlESLFi1OSVgFAgHuu+8+cnNzWbp0KYmJ9QVcXFxcg/d5Mtx7772MHDmSwYMH1xNXe/fupaSkhKFDh6q3GQwGLrzwQlauXMmdd95JTk4OPp+v3jYpKSm0b9+elStXhsTVsQhNCzaYkLgKoaLT6Rg6dChDhw5l4sSJ/Pbbb8yYMYO7774bl8vFqFGjGDNmDI0aNeLf//43zz33HCNHjjztOAtRFNWVR5IkUWO0nygAAG2TSURBVFNTQ2lpKZs2bUKWZeLj40lISCA2NrZBQssUZqTXqK70Oux2p9PJ6tWradYhlUZpyVQV15DQJB5BVMwkbRU2Ol3cnqjE41fiSveX89+bP2DvxgLF8TsgE5AOW4MsKGafqpioy9IDeo3qSk2Zle/f/RkBJSpG5mCPjiBCWHQYfp9Ej+Gd1V26XC5ycnKo2mNjyeRVVJXUUFvlOCzgV1lJ6ff61SpIIBCgpqoGvytAt6GdEASBBZ8vo7pEqQbVVbucdhfrFm1iZ85eWvU4+lRR3qJNVBZV47A61KDjunHLARmPy4vf58dgMiiVOY1IXKNorOV2PC6v0rekEUhOS0Cr0+KqdbMzd496DDq9DlO4kaiEg03RcY1iVP8yUSOSnJ6A0+bEZXfXf8mDdhVGswGP20t5fiX3vn8LhTuK2bRiO1tW7iCleRK2ShvlBZXIQcEmiOCyORFEgYSmcUTEhrFnQz4+jzImWVIy+gQxaORa13ul02CJjlSmC/UaaqscJKWHYYm0IIhVyHJQrEWalWMz6HDUOJj19k94nB5iUqJw1LjUSp98SCh13WKDsEgzJouR32as4rHP76VVzxbsWLubgD9AeqemJ1VhraNOWCUmJh41MeFkkCSJsWPHsmLFCpYsWUJKSkqD93EqTJs2jZycHNauXXvEfSUlJQBHiLzExET279+vbqPX64mOjj5im7rHhzgSQVL+GrL9+U4ouDnEUdFqtVx00UVMnDiRgoIC5syZQ0xMDPfffz8XX3wxcXFxBAIBvF7vGX1eURSJiYmhTZs2DBgwQM0h3LZtG8uWLWPjxo2UlpYG+1EajtVqZc2aNcTGxtK9VzeufDwTS5SFkj2lFO8uoSy/gpQWSWQ9MOyE+1rw2TLK9pcjakTF9+poyIojut8XUJbZ17oxWgw066DEiVx49QV0uLCtGgatOHbLiKKI0WxAoxXpcGEbBlzVBwC73c7q1auJiY5h4487sJbbsFfWKh5Yh10k/UF/pUPHUra7EkmQiGhlJCcnl9zFG/F5/RTtLqV0f4VixhpmxOfxs3dD/hGHY6uw89t3f5CzYAO2chtel09tAq932JKsVFscLgSUHqGU5kk079KMlNYJJKTHEpcSw/0Tb6XHiM5Ul1rxOr1KsLNGwFnrwml3EZ0cpe6z2yUdiWscQ8m+ckVQyTLRiZGERVsOroAUlM+QwaRUCwUUwRwZH8GIOwdzxSOjaJSRRGl+uSKsUKbd9EYdTdulEpkQoUyHysrKurhGB3M3BQF0Rm2wcgVag4bY1CiimkQQnmBCZ9bidftIaBpPyd4ybJV2An4/fq8fS5QZqa73qsZBICBRXlBJdamV7X/sonBHMS6Hp+4QELXKNLIlyozeqFPCqMOMShO/LBMRG0b3SzrRa2TXBgmrOmGekJBAy5YtT1lYPfbYYyxatIiFCxeecjROQykoKODBBx/kq6++Oq7P1uHHJAeb/o/HyWxzXvMnBzePHz+eHj16EB4eTkJCAllZWWzfvv2wIcg8//zzpKSkYDKZGDhwIJs3b663jcfj4f777ycuLg6LxcKYMWM4cOBAvW2qq6u54YYbiIyMJDIykhtuuIGamppTelmOR6hyFeKEaDQa+vfvT35+Ph999BH33XcfAM8//zx33XUXQ4cOJSsri0suueSM9lgIgkBUVBRRUVG0bNkSm81GWVkZu3btYtOmTcTFxakxPCdTPatb0di8eXM10qPjhW149NO7yV2wEVulncRm8XQd3OGIANvDkWWZ9Uu3YIk043a4cTt8x9zW7fAEhZIGp81F/yt7E50Yycrv11BdaqXrkA70HN6Zwp0luB1uTOFGAj4JUSvSrF0qbfu2QhQFfv95DX8sWoPfKlNb7mL76l1qo3NdtUaWBSVgOtjzpdFq1FVrWr0GEGjRMZ3MG0axbvlGyvdXBPuClFWA1SU1JKcnAKA3KT1XTruLPev2s39zAYu+Xo69wo7D5lJWOMJRl11rdBplJZsoIGgEohIi8fv91DprCYsMQ5CEYGBzOF63D4NZybwLeJVjCY+2oNVpyVuwkcYZyQBEJ0Zx24Rr+e6/P3BgexGSJJOcnshtr13HvI+WkDN/A6JWxGDSK15nXj8gE5McjSAKvHHLB+zZkI/X7cVtd+Pz+JTXRFSmhMv2l2O0GDCGKe9Vyb4ybBWKEawgKKtPZepifmQMJgNJqYlK3I7XS63PiSxI9L29C4W5pRRsKsVaYcNlV6w+akqtGMOMmCNMOGpcOGqch7xigUNWHoIgC6pHm+LebsDtcNO4ZfopiwCXy8XatWuJj48/LWH11FNPMXfuXJYuXUpaWtqJH3SGyMnJUfs76wgEAvz666+8//776sW4pKSE5ORkdZuysjK1mpWUlITX66W6urpe9aqsrIwLLrjgLzqSc5A/2Yph2bJl3HvvvfTo0QO/38/TTz/N0KFD2bJli2rfc6YWK1x77bUcOHCAefPmAXDHHXdwww03MHfu3IYN+gSExFWIk2L//v2MHTuWmTNnqn0Jr732Gnl5eWRnZzNu3DjuvPNOBg8eTFZWFiNGjDitFYCHIwiC+kujRYsW1NbWUlZWxr59+9QYnsTExGPmHRYUFLBz507atWt3xLRBQpM4ht16UYPHJGoUQ1BjmBG349gVvLBYCxFRYUTEhjHwmn606tGcV656m7L8CjXKpnHrFO5552biU4+sQtSUWnnn3inszN2D2+Yh4JPQaEQCklSv8fngi3Xw13tC0zilzyxc+aVfW+2gLL8Cg8HI79/kotPpkPxKdp4cbMYv2F5EQnoczbs1ZcXM1cwK9vfUlFlBRmmOFoTDxMFhr40oIEkQHhVGbGoMtko7fsGH2WLGoNdTtr+CZh2a0KhlEuX5lUTFRxIRF4bH5UWj1WC0GCjdW05lUXW9/TZr34RHPr1bDdNOyUhCp9cSERfBvs35VBbV4Ha4ASV1IDzawiX/vpBP/+8bDuwoJiImHHOECSnY3wWiEgMUzBd02t0YTHrueecWNizdxNp569EZdehNOvX49QYdXsmnvsaiKKLVaBECIj0v6c6eZQfIW7iJ8v1VwcxFQAa/N4DL7iYs0ozTduRrp1b/gn1yLocnKOq0yDJodVouyOrB3o356I16UloknvT3y+12k5OTQ1xcHK1atTql72WdzcGMGTNYsmQJLVq0aPA+TodBgwaxcePGerfdcssttG7dmieeeIL09HSSkpJYsGABXbp0AZTexGXLljFhwgQAunXrhk6nY8GCBVx11VUAFBcXs2nTJl577bW/9HjOJf5sE9E6oVPHp59+SkJCAjk5OQwYMOCMLVbYunUr8+bNY9WqVfTqpTSMTJkyhT59+rB9+3bV3/BMEBJXIU6Kpk2bsmfPnnqVKVEU6datG926deOVV15h06ZNfPfdd7z99tvcc889XHzxxWRmZjJq1Ciio6PPqNAKDw8nPDyc5s2b43A4KCsrU/MOo6OjVaGl1+vZtWsXhYWFdO3alaioqDM2hm5DO7Fg6jLV7bze/cHpPSXuTsTr8lFxoJqfpyxi3pRF1NY4iW2k5Mb5vH72by7g65dn8uCk24/Y10fPfsWONbvRGw24ZQ96gw6/P3DY6ykjBwWFetHXiEQHPbYkScbn9uJxeYmJiqKquJp9mwqIT42hpsyG0+YKTpEp+2jRsym/LljO4v+tAgl0er2ybwRK91dgiTIhakSlSnYYokYkuXkijhon//q/TEqLyvnhvQX4CgNodRqMFiMpLRK56vExiKJIcotE9mzYj1anRadXhLEkKU34RxObgiDQuGVyvdsyuqbxzLcP8fUrs9i2aidSQKJRy2QuHTsCZCjaVUpscrRqZZDQNI7qMitelxdTuFFxXpdlJLcXn9fPpIenIksyTpsLt8OtTAcG7THCY8OorXag02sp2l0arNCJJDVPYN+GfAq2FeJ111/xJ+o06oKF0v3lgICoFY8Qx6JGwGA24Pf60Rl1SmZgpJnoxEiatmvM9+/9jLXMiqgRada+Cdc+cxmprY/f7+R2u1m7di0xMTG0bt36lIXV+PHjmTp1KkuWLKF169YnftAZJjw8nPbt29e7zWKxEBsbq94+duxYxo0bR0ZGBhkZGYwbNw6z2cy1114LQGRkJLfeeiuPPPIIsbGxxMTE8Oijj9KhQwf1ghziKPzFDe1WqxWAmBhlWv5MLVb4/fffiYyMVIUVQO/evYmMjGTlypUhcRXi7HC8KT9BEOjQoQMdOnTg+eefZ/v27WRnZzN58mQeeOABBgwYQGZmJqNHjyY+Pv6M9jdYLBbS0tJIS0vD5XLVyzusmy7s2LHjGRNWdQy96UJ25uxh59o99e+oM48Mnl+0Og2xjZQpiIrCKmpKbSSlxau+UTq9lvDoMHas3UN5QaUqKGRZZt3qDWxevp3wmHCqimrw+wLqakZQpv0C/oDiqSQrgcJ101gRcWFUl1rR6jRUFlXj8yj9UeHRFioOVCHLMhqtlpSMJBxWJ56gfUBtlYPtv+5l3U9b8bg8xDWNwRmMcBF1GgJ+v+KeHhy/JAWDjIOVF71Rh8PqJCzKwo8fLaJ4Vwk6vR6D2Yjb4cZld1FVXMO08d8rbu9jupG3YCPlBZVExkcgSxI15TZikiJJaZHIjNfnYq+qJbV1Cr1GdSMiVpmytZbbWDU3R6lIxYbTc0QXHv/8XiXKR1CCmEVR5MdJC5FlGXt1LbYKOwG/hDHMGPStkoLTh8qbpjfocTs91FY5SG3bCINZR+EOF55Dpn2dNhfhMRb6Xd6TP37Mo7bGiSTJwRgaN6YwE163UslUFjDIIKGGNksBGUGjVKKkoHms+tERlKigdhe05O53b1FXEpYfqOKzp6cR8AcIj7EQ8EtsX72LiQ98ytPfjiUs6ujJB3UVq7o+xlMVVm+88QYffPABixcvrmfI+Xfj8ccfx+Vycc8996gmovPnz6937nrrrbfQarVcddVVqonoZ599dlIeV5WVlX+qMeo/DZvNVu/fBoMBg+HIH6OHIssyDz/8MP369VNF85larFBSUkJCQsIRz5mQkHDGFzSExFWIM44gCLRu3Zqnn36ap556it27d5Odnc2XX37Jww8/zAUXXEBmZiZjxowhOTn5jAotk8lE06ZNSUlJITc3F6/Xi9FoJDc3l4iICNXiwWw2n/ZzRSVGMnbyHfzxYw4fP/ENtTUONdtQDvopaLQa4pvEqf0zlkgzVSU1OO0uIuMProTT6DR4XF5cdhegnGC2bt3Kvl370QoarCU2vE6vUl2RFVdyQRCIT41VhZLy3KDRaekxvDP9Lu/J1Ge+pXBXSdDCQFlBV3GgiunjvycpLYH9mw8Qa4hGFER0Bj0VhaXIkmJk6nF58Ln91BTZiGscg73CiSwp+Xx+vx+9WYvT6kdv1GOJNOFxejGFGUltk0L+lkKqympw1DgV0SUJhMdY8Dg8+Hw+Kouq8Hv97Fm/n04XtWXknYP59btVVBUrsTvN2qWS0T2dyY9+idPmUl/XJV+v4MFJtxPwB3j3ro8o3V+O3+fH7w0w6+2flCDngKT4auk1RMZHYDDpsZbbCAQCCIKIIArYK+0EAhJarSbo2u4Jus+Dy+HCGGZAliUqi6uPfOMBe7WDJV+vUKpMvgA+ry8Y5yPjrnWr/Wh1jvt1AlTpgxOViqag9FVJh6wOlAISDpuTAztLGPevd3A7PCSlxeNxePF5fPUqeXqjjrL9Faz9ZT0Drz6yX8jj8ZCTk0NUVNRpCat3332Xt99+m/nz59OpU6cG7+PPZOnSpfX+LQgCzz//PM8///wxH2M0Gnnvvfd47733GvRcOTk53HnnnVxzzTU88sgjpzDacxiZhoUxBz/Sqan1Y5aee+654743APfddx8bNmxg+fLlR9x3JhYrHG37P2NBQ0hchfhTEQSBFi1a8MQTT/D444+Tn59PdnY2s2bN4oknnqBHjx5kZmaSmZlJamrqGfmAu1wu8vLyMJvNdO/eHY1Gg9frVWN4du3aRVhYmCq0Tidc1hJp5uJr+5PaqhFv/PtDKgurCAQkdDo9Gq0GvUmvCisAg8mAKIpBf6aDOGocRCVGkpiWQCAQYNOmTTgcDi4efiE/j/8Vl8ONoBGQ/cp0WZ0zud/nJzYlmq5DO+K0OtGb9fQZ3Y3uwzorVgtTf8VeXYsl0ozBpMccYcLvC3BgRzHDbr2IfRsL2JmzV/HCkhT38ZjkKCITIvF6/NR4rEpcTH4Fkj+gCIFgn5hWr8UcBZZYC2aLkXb9WnHxtf354L6pSLKEzqxBtAnBaleA8gLFXV5n0BHwSxjMemrK7Sz9ZiW5CzYRnxrLxdf2pceILpjCDDx+8UvYqxwIomLeGREbTtHuEma+9SN+X4DivWVotCIuuyJmJL+Ew+rEFGHCEwyYLtlTrjjd+5RpVL1JicgJyDIEQJJlqkqs1PljBPwSsgTGMCN2ey1e5zEWKshQa3VijjQj+QMYjHrF5wv5YKN/cDtQ3iuv2wsCtOrVgj15+/H5/EfMnmjNWpChZG8Z4dEWImLD2buxAFuFXa3Y1VG3WKGioPKI4dUJq8jISNq2bXvKwurDDz9kwoQJzJs3j+7duzd4H/8Udu3aRY8ePWjZsiWzZ89GEAQefvjhsz2sv4xT7bkqKCiolzF5oqrV/fffz5w5c/j111/rxRHVJX+c7mKFpKQkSktLj3je8vLyI6pip0tIXIX4yxAEgaZNm/Lwww/z0EMPUVRUxMyZM5k5cybPPPMMnTt3Jisri8zMTDWfsKHYbDby8vJITEys17ir1+tp1KgRjRo1wufzqTE8e/fuxWQyqUIrPDz8lJ43o1s64+c/xZqf11FRWEV8Y6WitGDqMjWzEZSqhcGkRxAFKgqrMJj1eByKBcHw2y5G1Ark5eUhSRLdu3dHr9erHlJqw/Mh5zhHjZOhN1/Itc9chsvhITIuXI34kSSJ4t2lGMwGTOEmDGY9BJ3gkRWfLklSRA4oruaKg7iTaK8fQUTtCXLa6ntJeZw+2vZpyZj7h9Gsc2PKysooKytjxeKVlBaUYYwwoJGV+J6AX1KczgMyGq3SexTw+ynadfAk53a4qSis4pdPl5KSkcTCqb9SU2ZTqkmyElfkdniIiAtnw7ItyDLodBqqy2wc/na5bEr1r66RvC7HsS4GSBCUHEKLyYDD5lSyKIVDHgA47LXEJMWo9glHRQZbZa3yo16SkeTj/7QP+CSatmvMk1/dzxfPz2DVnFxqaxwAaA1ajGaD4uwe9Pryen0ExACWGCP2Sjv2qloSmsapn08pICHLEJNcfxrE6/WSk5NDREQE7dq1O2Vh9cknn/DCCy/w008/0bt37wbv45+Ez+dj5syZDBgwgKeeeopvv/2WQCDAY489draH9tdQ50LckO2BiIiIkwrwlmWZ+++/n1mzZh11FWpaWtoZWazQp08frFYrq1evpmfPngD88ccfWK3WM75aNCSuQpwVBEGgUaNG3H///dx3332UlZXx/fffk52dzQsvvEDbtm1VoXWyy8brrBbS09Np2rTpMR+j0+lITk4mOTkZv9+vxvCsXbsWvV6vCq3IyMgGXZiiE6MYevPAg+MpqCRnwQbK8ysJi7YgCAL2agcpLZLof0Uv1i3eTHVJDWkdmzDo+v50GtyWtWvXYjQa6dKlCxqNhs3Lt2GrtAfHIR9xfpMCEitnr+X3uTlIPglzhIlht1/MoOv78/l/vqWysAqf14+two7RYiChWbzavL1/cyEAjVomI8syJXvLcFqd+H0BSvMrqK2qPcr7BknpibjsLpq2S6VD/zaA0o+Xnp5Oxc4axVHcE6CqzHrQWLRuvJJEwBM4Yqm2y+4m4JcwWQzMfu8XinaVKP1HOq0ihmQZvzeAo8apBGYLAq5ghqJWFzRpPUrkkNLmf/DmyPhwLJEWDCYdxXvLEEWBxLQEXHYXrlo3Pg8EpAD2MidGg+mIabvDUZzhFbF4wuXnwT4wKSBhLbcrq001IpIcIOALBKc/D9m3y48GLSBgDDdQW+2kZH8ZUfERiIhYK+zEpkTT/ZKDU3V1zv3h4eGnJay++OIL1XKhX79+Dd7HP402bdrQpo3yWX/66ad59dVXyc7Oxu/383//939neXR/AX9yQ/u9997L119/zezZswkPD1f7nyIjIzGZTAiCcEYWK7Rp04Zhw4Zx++23M2nSJECxYhg1atQZbWYHEGS5ga9CiBB/IrIsU1VVxezZs8nOzmbRokW0aNGCzMxMsrKyaNOmzVFd2g8cOMCOHTuOarVwstTlHZaVlVFeXl4voudUVzvu25TPzLd+Yve6fQCkdWzKZQ+NIL1jU2RZqaRodVocDge5ublER0fTtm1b9RgnPfw5S6etVCwKgmHI3rqoFwEMZgOe4BTjweBngZQWSdir7IBAbXWtoopkGYPZgMFsIK5xDB6nl5oyK7Ik4XZ6kfySYs4qKD5LRzs1CIJAbONoXDYlTDghNY62/Vox/LaLsEtWyorLmfP8Yg5sLybgDyBqBALewJHn2sOEECjN31qdFkuUCckv47QrYqOucV6pggXoMUKZ8sxdsJGAP4BOr1Xz/g7fn9K0r1EzBxOaxRGdGIXP46Nop3ICb9QqhZLdpbgcbtT4IRk0OhGtXou7tv4U7qFotEpItS9o2CqIwhGGqoKoVAsDvgBGi4H2/VuxffUeIuLC8Tg9iiVH3eIHvQa/N6C+nxGxYSQ0jcdeacflcGOKMOAIVubimsRw+eMj6DawMyaTSa1YWSwW2rdv36A0gzpkWWb69Ok88MADzJo1iyFDhjR4H/8EjtaDI8sykiSh0WgoLi5m/PjxrF69mpEjR/Lss8+epZH+udhsNiIjI7m4wxNoNcef0jsUf8DD4o0TsFqtJ1W5Ota59dNPP+Xmm28GDlqBTJo0SV2s8L///a/eClK3281jjz3G119/rS5WmDhxYr3er6qqKh544AHmzJkDwJgxY3j//ffP+IKnkLgK8bdFlmWsVitz584lOzub+fPnk5qaypgxY7j00kvp2LEjAG+88QZdunShW7duR6wUOVUkSaKqqkqd7hIEgfj4eBITExucdyjLMtYyGzIyUQlHVsOsVit5eXk0atToiJy3cf96h505SiyM0+ZSeoKCX1mtTossSwejdQTlf+ou7mExFhJS46gps2KvqlV6gWRo2q4xLbuns2z67/V6v44mDNT7hINiS2fQ4vcptgp1IcWSFMAcZSIyJpLYlGjWzlsPEDQ2JSgE9ThtriMrPEGhJWgEBBmik6ODRqgy9spapR1KEAgEAmi1Gl6Y+zhanZZXr3mX6qAtgSzLR/f8QrE3qKs+CaKAKUyZJo1OjKKysAqdUUdlYRWIIIpKyHVYjNIY37pXczYs2apE9hxlv4IgYAwz4bA6jlm50ug0aLUa/L4AeqMOBIiIDccUZqTiQJU6NVjvJREFNBpF3CWmJWArtzHwmgu44pHR7N9cgKwBS6KBquoqqqursVgseL1eLBaLWvU8FbKzs7nrrrv49ttvGTly5Cnt41znUGG1adMmJEnCZDKRkZGh9CYGExTKysoYP348v//+O8OGDTtho/a5SJ24GtT+8QaLq0WbXjtpcfVPJCSuQpwz2O12fvzxR7Kzs5k3bx5xcXHExsZSUFDAzz///Kd578iyTHV1tSq0AoGAKrRiYmJO+UIGytLu9evX13ONP5QvX8xmwdRlxCRH4bIrfUl+jw9BFDGHm3DYnMcWRKJAs3aNETUifl8Aj9ODvdrBRdf2ZUX2arweP46jXNgPpa4Z/HBEjUhsSjSmMCPFe0rxef0YTHosEWa8Hh9uh0ftLdMbdYRFWRC1Ige2Fyk9V4daENRVsYLmpwOvvoB9mwqwVtjQG/U4rE4lkFqCfpf35IEPbgNgy+87eOOWD5TeLFHA7w8cU2AdTseBbXls6t28e+fHbPh1C16XL7iKT0aj0xLXKIaq4mol60+Wj1qNMpj0tO/fmq5DOzJ34nyKdx3ZKAugM+qUPERRxBxhxFXrJq5RDNYKezDGRxHzda+FKcyIFJDwun1odVqiEiLI6JbO3e/cfERTOxzMCpRlZRWnTqdTkwuioqJO+ofAnDlzuPXWW/nqq6/Iyso6qcf80zhUWD300EMsWbKEqqoqtFotH3/8MRddpJgN1/VRVlRU8Oqrr7J8+XKGDBnCCy+8cEoVw78rIXF16oTEVYhzkgMHDjBs2DDKysrQ6XRoNBrGjBlDVlYWvXr1Oi3BczzqqmllZWWUlpbi8/mIi4sjMTGRuLi4Bj1vcXExW7ZsoW3btvVWwBzKge1FvHr9+9gr7ViiLFjLbThqnGgNGqIToykvqKh34T+0wgSKCWfdBVnpKfIT1ziG4t2laLQaxWrgKNNzh7qFH60iY4kyExkfQVlBBX630oCt0Wpo3DKZQECidG8ZWr2WpPQEpa9IkijaWYLX7VNXOh4NjV7kxv9eTmRUFDNf/UlZLRgUXemdmnL/xFvrWViUH6hk0sOfkzt/A7IsozfqgyvzlIDlY4ktQRB44qv7iG0eyfv3fErB+mI0GhFTuInwmDAqC6vwOL1q3xYoNgt11SpJkjGHm3hz+Qu8fNXbFGwtPOrzgCJENToNMclRuB2KCazb6cVpcwaPTVR6t1CmGQVRJDopEpfdTc+RXbj42n60vaClOj16KD6fj5ycHIxGIx07dlSn1cvLyykvL0eWZeLi4oiPjz/u5/Onn37ipptu4rPPPuPKK6885rGcL9RNi3799de43W7ef/99UlNTef/999VtAoEAGo2G6upqxo8fz7Jlyxg8eDDPP//8UVMizkVUcdXusYaLq82vn9fiKtTQHuKco6SkhEsuuYT09HT++OMPRFFkwYIFzJw5k6uuugqj0cjo0aPJysqib9++J5U7eLIcmneYkZGB3W4/at5hXFzccU+w+fn57Nq1i06dOhEXF3fM7Rq3SuG+9//NjNfmULC9CINZj9/rR2/UYTDr0GhFtUcHAVUI1GGrsGMKM+B1+3DVeug8qD37NxcojeKicIQYU7yeBAJy4Kh5YhpdnWmpTOm+MgK+g+Il4A9QUVRFTFIUerNezSoE8Lp9+Nw+wqIt+L1+pWJzFAJeia//bzb9b+7B4Mf6ULXDhhAQSW3RmM4Xta8nrACiEyOpOFCN3qTHFGZE1IiYwoy47G7s1bV4ZR/yURrSZVlm8uNfcsPEMdz91k28c/NHeNxeIuMicFgdeF1eBPGg8afipq70x5kjzHg9Xlp0TWN33j4ObC865vsHYLAYCI+y4K71EJ0YySW3XsS0cbOQ/Ep+pCxLil1H8L2QghW4YbddzLXPXKb22h2Oz+cjNzcXg8FAx44d1YpJfHw88fHx6g+B8vJy9fMZExOjVrX0emWV6MKFC7n55puZMmVKSFgBkyZN4ueff+ann36iQ4cOgOKn5ff7WbZsGRqNhn79+qHRaAgEAkRHR/Pkk08SHx/PJ598giRJjBs37p8VBP0XO7T/EwhVrkKcc3i9XiZNmsTdd999hHDyer0sWbKE7777jtmzZwMwatQosrKyGDBggHpB+TOoyzssLS3F4XAQGxt7xIVMlmU1jqdLly5ERkae1L5lWabiQBUIsG9TAdNemUVViRW/x4ftsFV9itWA0mit0ytiQKvX0nVIB6579nI+evwrchZsIDI+nKKdJfUawUWtCDIYwwx4XV51FZ4oiEqoscVwsNp1jKpW3XN3GdSeTgPbUbC9kK2rdlFRWIkoiDjtrqNOtdXfh8C1z11GQkYMs9+eT8nOMkRRJK1zE2547kpadmnOng37mfzIl2z9fcfBYxcFNEFj0Npqh2ovcSyad2tGuz6tiE6MZOHnv+KwuXDXuvG4vFgizZjDTVQWVQWb45UessRm8dRWO7j6ySz2bSrgl0+WHPs4tEpTuinMRKueLbj0wWE0a9+EHyct5NOnpyH5JTQ6DWFRZiyRZmrKbGi0Ik9NG0urns2PuV+/309urpIN2alTp5OaiqqLiSovL+f7779n0aJF9OjRg2nTpvHBBx9w4403/imC4IMPPuCDDz5g3759ALRr147//Oc/DB8+HDjYqDx58uR6jcqHOsF7PB4effRRvvnmm3qNyod6IZ0pfvzxR7Zu3co999yD2WymtraWli1bEh4ejtFoZMuWLTz++OO88sorwMEK1i+//MLw4cP55JNP1Cbscx21ctXmkYZXrra+cV5XrkLiKsQ/Fr/fz6+//sqMGTOYPXs2brebUaNGkZmZycUXX3xCQ7vTwel0qkLLbrcTHR1NfHw8NTU1WK1Wunbtqqa9nwoel5fdefuQJYkNy7Yy4/U5SJIctC/QYI4wI8sy1zydReteGUTGRxCTFAXAlpU7eOv2SXicHgIBidqqg31XgihgtBjQGXTo9FqctW78Hh8BX+CQ7EHFaPOYBK/PMcnRjP/lKZLSEnjpirfYsmI7bqcSRiyKAv5A4KhVpTrMkSYsEWacNhcGs56AJOFxeDBFGcl6agg//XcpVUVWfO76Rp9CsDHdFG7E6/bidR3DCBTUrENjmIHrnr0MWYacXzawbvEmYlOiEURBcdS3OpECMqJGJDzGQuveGYydfAcfP/EVC6b+esz9R8SG8cyMhzBHmFi/ZAu1NQ7SOjShy+D2vHPHFDYs24Ip3ITeqMfj9OBxeRh6y0Vc/5/Lj7nPOmGl1Wrp1KnTKU2BFxQU8L///Y/vv/+e4uJiMjIyyMrKIisrS/X/OVPMnTsXjUajBj1PnTqV119/nby8PNq1a8eECRN45ZVX+Oyzz2jZsiUvv/wyv/76K9u3b1dja+6++27mzp3LZ599RmxsLI888ghVVVXk5OT8KS0ANpuNiIgIfD4fw4cPx2Kx8N577xEVFcW8efO44YYbWLhwIf379wcU8ffSSy8hiiIvvvjiGR/P2UIVV61OQVxtD4mrkLgK8Y8nEAiwYsUKvvvuO77//ntsNhvDhg0jKyuLwYMHn5E4nGPhdrspKSlh7969+P1+IiIiSEpKIiEhAZPJdNr797i8vHPnFDYs3aI0TmtFRFGkfb9WPDj5DgymI6t1uQs28O1rc9iVuxefx6/eLggE7RDMXHLrRXz33x/U6SuQFeNKiYMr/I62wlBQnOsFYPgdgxhz7zDeu/cj1vyUhywFK1uigP8ojfKHI2pFEpvEIwanxiRJwlZpJ61zKrtz9uFx+Y7sqxKU4UXGRyAFJGyVR/p11aHVaUhoGo+t0k584xheX/Y8NWVWnh05AafVSXhsOKJGwFpuw1XroVWP5gy79SJ6jOiCwaTn+azXyVu46dj712voe2lPNi3fplhmBCtD6Z2actebNzLjvz+w6betylSvSU+fzO5c+8xlR33PQBFWeXl5aDSaUxZWoBgnZmVl8corr3DjjTfyyy+/8P3331NRUcEvv/xySvtsCDExMbz++uv8+9//JiUlhbFjx/LEE08AilBJTExkwoQJ3HnnnVitVuLj4/niiy+4+uqrASgqKiI1NZWffvqJSy655LTG4vf71Qr4oYa/oFTVZs6cyciRIzEajQBs2LCBkSNH8vXXX6viCpTK9emkPfwdqRNXg1s+3GBxtXDHmyFxdbYHESLEX4kkSfzxxx+q0CorK2Po0KFkZWVxySWXnPETpM/nIy8vD0EQaNOmjbrysLq6mvDwcNVL63QrWb/PXsO6xZsB6HxxO/pk9jjmRRrgx0kL+fKF7zBajHicnqClgpKBd/H1/RhwZW9eueodfB5vvRYKjVajuohrdRoCAamewAqPCSMiNgxbZS1JafGUFVQqAcSncqYRIK5RbL3jqCm3ERFjwVZZi9vhQZaVvMMj+sOCodbHQ2fQktAkHp9XWeH47HcP0bJ7c3IXbOCT//uGmnIbAZ+EKELbvq14aModmCMOCvHb2z1K2f7yEx6GVq8lrlG0snLT68dhdXHx9f24bcJ1lO4rp6q4msS0BLW6eDTqhJUoinTu3PmUhVVubi6jR4/mP//5D2PHjv1Le4MCgQAzZszgpptuIi8vD6PRSPPmzcnNzVWdtwEyMzOJiopi6tSpLF68mEGDBlFVVVXPaqVTp05kZWXxwgsvnPJ46pr+6wRAQUEBGRkZwJFeV3X/XrlyJQ899BBTpkxR7WD+qajiKuOhhournW+d1+Iq1NAe4rxDFEX69OlDnz59eP3118nNzSU7O5uXX36ZO++8k8GDB5OZmcmIESOIiIg4rYuP2+0mNzcXs9lMhw4d0Gg0hIWFkZqaquYdlpWVsXv3biwWCwkJCSQmJmKxWBr0vAaTnoH/6svAf/U96cfkLdwYnAbUY7ToCY8JQ5IkaqsdBLx+7JW1aHQiluhIXHYXoqhBb9LhsisRLYIgKM3t9VzRQW/UA4ov1Z4N+Ue1clA25sSCS1aicerElfJbUCYiLhx7tQONToPXpRifHr6/EwkrBDCFK5VDWVLCsOsa7bsO6Uhq60a8et17HNhehCTBpt+28fjFL/Hg5DvI6KrEc2i0SthzXd7jsfB7/dirHUo8kV6L1qBl1dwcbnzhShKbxZPYLP64Qw0EAqxbt+60hdX69esZM2YMTz755F8qrDZu3EifPn1wu92EhYUxa9Ys2rZty8qVKwGOMP5NTExk//79gLKARa/XH+Fhl5iYqDp5nwo9evRgx44dREZGotFo0Gq1DBs2TA10PpqJ6L59+7jpppsYPnz4P15Y1UOSQWjAr6PjxUadJ4TEVYjzGlEU6d69O927d2fcuHFs2rSJGTNm8NZbb3Hvvfdy8cUXM2bMGEaNGtVgl/ba2lry8vKIjY2ldevWRzQdH5p36Pf7VaG1b98+jEajKrRONe+woShxLBp16qpJ28ZodVo8Lg8RseGAQFVRteJGTt0v+SNNOjV6DU6bC6/Ld2xhBScUVnWVJ4fVicvuUnIRdRpMFiOj7h7KJ//3NY4a57H3dQLxptNrsUQoBqC2CjsIAm/c+iHdhnbkppeuZvprcyjYVojBrDTySwGJisIq3rljCm/89jwGk55ul3Ti58mLTizkAKfNhTnciM6gQ6NRVnn6PP6gGD02gUCAvLw8gNMSVps3b2b06NGMHTuWxx9//C+tWLVq1Yp169ZRU1NDdnY2N910E8uWLVPvP5qQOdH4TmabY7Fx40bKysp477336Nq1Kw6HA71eT+fOnY+6fWVlJXPnzuXVV1+lV69evPvuu8CR04ghQtQR+lSECBFEEAQ6dOjAiy++yMaNG8nLy6NPnz5MnjyZ9PR0srKy+OSTT9SphONRU1PD2rVrSU5OPmZkz6FotVqSk5Pp1KkTAwcOpEWLFrjdbtauXcvy5cvZvn07NTU1J3zehtB1iPLLu26KD5SsPFEU6Dy4A9pIgcadEpED4K71Yquwq/1ZBrNBsX6QqZe9JwVkqoqqkWQJrU6jNrcfixZd0wg/ijEmgiIqgGDQs0TAF8Dr8hEeF0afzO7Epx7bwgI4poVBHQG/RFVJDTVltuC0ouKkv/jL5dzS/AEWfLoUj9OLvapWmdYUBCyRZiqLqli3WOmzGnXnYBKaxgV70k6ADG6nF1mWcTs8NG3bCHPE8Xvu6ipWsiyflvP6tm3bGDVqFHfddRfPPvvsX24ToNfradGiBd27d2f8+PF06tSJd955h6SkJIAjKlBlZWVqNSspKQmv10t1dfUxtzmV8VRVVdGnTx/at29Pz5496dKli5oEcDg1NTXY7XZuuOEGvvzyS0B5b84bYVVnxdCQv/Oc8+STESJEw6jrj3r22WfJyclhy5YtDBo0iC+++IIWLVowcuRIJk2aRHFx8RGCp6ysjNzcXJo3b35EnM3JoNFoSExMpEOHDlx44YW0bt1a7bf57bff2LZtG1VVVQddvU+Ri67tS8vuzXHa3FjL7VjL7bjsHjoMaENq10S2bdvG/f+7jVF3DcEUZsTr8iKKAuHRYUoA8iHCQBCV1X1GiwFRFBh112CMYcYTXnwqi6oY/8vTjLhjkCrEBEHx31Lz9gxaImKVPq6I+HAqC6tZkf0HpfvKCY+xEJUQoayGTIkmLDrYtxYUfsc8wwnBEOmAkn8IKAIriHTYtIbX5cNWbkMQlW1tFXYAkpsn8vT0sfQa2fWEr7csy/g8PmwVtRgtBi59aORxPxuBQID169cjSdJpCaudO3cyatQobrzxRl588cW/hf+SLMt4PB7S0tJISkpiwYIF6n1er5dly5ZxwQUXANCtWzd0Ol29bYqLi9m0aZO6TUMxGo0YDAb1tTj0NTna69y8eXNuvfVWnn76aeCg/cL5Q0OFVUhchaYFQ4Q4AYIg0KJFC5588kmeeOIJ9u/fT3Z2NtnZ2Tz++OP07NmTzMxMMjMz+f7775k3bx6ffPLJKf+qPhSNRqOaQtY1w5eWlrJx40ZkWVab4WNiYhr8K9oUZuSJL+/jtxmryF20EVEU6Ta0I426JpB/IJ+uXbsSFRXFdc9ezhWPjubhfv+husSKKVxZNaVYPyjnUqPFiCXY6F1b42Dzih3ENYqmpsx6zOc3WPS4HR42Ld9Go4xkjMFqmM9zSD+XJBPwBdCb9Orx+dw+duXtU3YiCugPaXYXRQO11Q7VBV5AqG+sGnR7R5aV64B0HMOuQwmOy13rRqPV0KTtQX+l1NYpWCJNisGrP0DAW7/yYbQojcBetw+D2UCbXhmMuXco7fodO66pTlj5/X66du16yka4e/fuZdSoUVx55ZVMmDDhrFRannrqKYYPH05qaip2u51p06axdOlS5s2bhyAIjB07lnHjxpGRkUFGRgbjxo3DbDZz7bXXAhAZGcmtt97KI488QmxsLDExMTz66KN06NCBwYMHn9KYkpKSaNy48Un7zAH1VhSfX8KKkInoKRASVyFCNABBEGjWrBmPPPIIDz/8MIWFhcycOZPs7GyeffZZNBoNt9xyC06n87R6Qo6GKIrExsYSGxuLLMvU1NRQWlrKli1b1LzDhIQEYmNjT/rkbwozMvSWgQy9ZSCyLLNz506Ki4vp3r276jEESsN8nzHd+eHDBQQCEhqNiCTJaqiy3ljfjX77H7tw1R7dhR1Ab1LyBl12N9YyK9FJUQiigCXCrFaHqkpqCEiKUBGCZa26KmF4TBite7Vgw9ItGIx69TFuhwedQYvP61e2PcIlor51xKEO88dClmRVf3lcXroO6UjL7unq/bYKO6t/WofOoCMsOkxpXq+qVc1LZVlGp9cx6MYB3Dbh2hMKHEmS2LBhw2kLq/z8fEaOHMmoUaN46623ztoUVmlpKTfccAPFxcVERkbSsWNH5s2bx5AhQwB4/PHHcblc3HPPPaqJ6Pz58+t9/t566y20Wi1XXXWVaiL62WefnbLIKSwsJCYm5oxYoZwXSA2sRoUa2kNWDCEUJk6cyOuvv05xcTHt2rXj7bffrufhEuLYSJLEI488wldffcXtt9/O6tWrWbZsGe3atSMzM5OsrCwyMjL+tOkYWZax2WyqaanX660Xw3MyF2dZltm6dSuVlZXHNDitLq3hpSveomhXKSDj9/rxeZTA5vC4cEV/SDI1FTalj0s+MutQRQCdXodGJ/LAB7cTERvGy1e+RcAvYY5Qmr6dVhdOuwu9UUdUQiSyLOOyuxE1Ai/9+CQle8t4+/bJuB0eBEGJ5tHoNfS+ujMpySn8PGUJrqAJ6jE9tU6maCWimqZ2G9GJhyffSVjUwdfnwI5iHr/oRWUVoD7olxSQcNe6cTs9tOiSRub9w7jg0h4n7AOTJIn169fj9Xrp2rXrKWfUFRUVcckll3DRRRcxadKk86/ScgIODbk+/6b4Th7ViqHJPWjFBlgxSB4W5k8MWTGEOL+ZPn06Y8eOZeLEifTt25dJkyYxfPhwtmzZQpMmTc728P72vP/++8yZM4fff/+d5s2bq+G533//PdnZ2YwfP56WLVsyZswYLr30Utq0aXNGhZYgCERGRhIZGUmLFi2ora2ltLSUPXv2sHnz5noxPEe7WEuSxKZNm7Db7fTo0UM1Szyc6MQonv/+MRZ/9Rsbf92KVqthz4b92KscuO1uBAFFxAQrRoIgHGxoP1TABAWNz+MjJjmekj2lvHfPR/i9fvy+ANZynxLdY9RhNBvweX2UF1QCil/U5Y+MJOAP8MGDnxHwB5Tcv4BEwB+gcYdk7n7135TtrcRe6aBgWyFh0WGsnL2mvtlonaiSlew/j8Nz1GPW6DSYw404g8e3cekWHrrwGS64sjtDb7qIpJRE4lNjsUSZsVc5VHElakS0Bi1mrch9/7uFZu1P/D2qq1h5PB61z+hUKCkpYeTIkep3+XwXDkerIAuCoP7oON9fn5MiNC3YYEKVqxD06tWLrl278sEHH6i3tWnThqysLMaPH38WR3Zu4HK5sNvtJCQkHHFfXXjunDlzmDlzJr/88gtNmzZVhVaHDh3+1Okah8NBaWkpZWVl1NbWqsG9CQkJ6PV6AoGAekHv2rVrg7MXK4uqmPHfH1j9Qy6BgESngW3ZumonZfsrVHF1NAd3AQFBFMjolkb+lkJkSUIXDEn2unzIskzjVin4fH4qD1QpPlQoPVQ6gxaDWU9tjRNzhAlRFPH7lSqaKAj86+lL+e61uXg9PuTgUnmv26daR9QZU8myjKhRsgIdNpfSpF7Ps0tAb9IR8AcIBDMABVCsKGRlarPD8JYMv/difv1oNcu/XaMuzdfqNAgagR6XdOaxz+894esoSRIbN27E5XKdlrAqLy9nxIgRdOjQgS+//PKMhpafixwqrJYtW0ZpaSmtW7emZcuWGI3GkJXCCVArV6l3N7xyVfDBeV25Comr8xyv14vZbGbGjBlceuml6u0PPvgg69atq+dFE+L0sdls/Pjjj8ycOZOff/6ZxMREVWh17dr1Tz3R1+UdlpWVqSdNj8eDTqc7rSkoUMSBLCv2B5Mf+4KfJi1CluQj43EECI+2IGpEXLUeohIisZZb0Rt1eJxevIflBCKAOcKERqN4Zx3uJ6XVa9CbdRDspXLXetQeKYNRrza7O6yOg5YRddE9wSlLQRRo3rkpLbo0I39LEYJGoPNF7eg2vDN7cvcy5fGvEEQRJBm301NvbDq9jtR2yRzYWqz0eR3iFN+0XSMmLPoPprCjVwIPfe02btyI0+mkW7dupxwuXllZyciRI8nIyGDatGmn9X7+03j33Xd54YUX1JW4I0aM4IknniAmJiYksI6DKq4a3dVwcVX44XktrkKfqPOciooKAoHAUR2ST8f9OMTRiYiI4JprrmHGjBmUlpYyYcIESktLGT16NO3ateOJJ55g5cqVR/XaOV3MZjPNmjWjZ8+e9OrVC5fLhc/nw263k5eXx759+3C5XKe0b1EU1X6i0XcNJTJOOaEeXrUyWYxotFqkgFJFikqIQJJkpICsCqt6MziysjrQ5/Yd1ajT7w3g9yoB0C6b++DzBZvP3Q43giCgMyhCw2AxKGJHONgcr9GI7N98gFVzc7nisdEYjHq+e+MH/m/wy/w0ZREBXwCtToPH7T04vrppRRH25hUg+SXM4SbMESaMYQa0Bg1Fu0vJ+309DofjiHHXUTcle7rCqqamhszMTJo2bco333wTElZBZFmmvLyc2bNnM23aNDZt2sTll1/Ob7/9xhNPPEF5eTmiKJ62rck/npDPVYM5v2vGIVROxSE5xOlhsVi44ooruOKKK3C5XCxYsIDs7GyuuuoqjEYjY8aMISsriwsuuOCMTu+43W42btxIZGQkHTp0wO/3qxWtXbt2ERYWRmJi4innHSY3T+SVn5/kyxe+I2/RJvz+AGKwSiQFpKDbOjRtl0r/K3qxb1M+Po/viP3UVb383gCSJugAH7R+OLRRPuCT8Lv9hz2YYF+XH71REUc+jYjkl/B4ffWm/0SNCKKAtdzOS1e8GWyO1yIIAvs3FxLwBwXcoUIx+H81Wg0+2YcgCoiioro0GhGNVoPH6WXTb1txCnbMZrM6HVvnuC9JEps3b8bhcJyWsLLZbGRlZZGQkMCMGTNOeT//FA49dzmdTnQ6HVFRUXTu3Jn4+Hiee+45IiIiyM7O5sknn+SVV14hKSkpdM47HjIN7Ln600ZyzhASV+c5cXFxaDSa4zokh/jzMZlMjBkzhjFjxuD1elm0aBHZ2dnccMMNCILAqFGjuPTSSxkwYMBpVSWcTie5ublER0erzvF6vZ7GjRvTuHFjfD4f5eXlakO8yWRShVZYWNhJX3wat0rhya8fUP9tr6rl548Ws/rHXARBoNeorgy77WJEUWTRF7+Rv61Q3Va1dzDo8Li8ap5g3X0AGp0SHwPUi9jRG3X4PP56KxT9vgCyJBGTHMXIu4bw+bPf1vO+qjcVGZzVkyRfsMom4rIH8Lo9h24SHIPmkNL/YQ3TKEKwResWDBjYm4qKCsrKyli7di06nY74+HgcDgdut5sePXqcsiCqra3l8ssvJzw8nFmzZh1zMcL5RN1ndPr06bz++usYDAasVqv6Q0EQBB5++GE0Gg0zZ87kzjvv5KOPPiI+/vj5juc1oYb2BhPquQpBr1696NatGxMnTlRva9u2LZmZmaGG9rOM3+9n2bJlzJgxg9mzZ+P1ehk5ciRZWVlcdNFFGAwn3wdRW1tLTk4OSUlJtGzZ8oRCye/3q6KgvLwcg8GgCq3TDbQ+lKqSGibe/ylrfl4HKKLFYNIjCELQK0tGEER1WlDUKg3ph/dQgeLbJUkSHqf34BME7zeY9MQ2ig5aSZwYjVbEaDGqU4uBgKRWr0SNgMFswO8NIIoCkiyjN2gRNaLiPu70YrQYmZg3gYhD4n0CgQBVVVVs374dl8uFTqdTV3LGxsY2qPfH6XRy+eWXA/Djjz8SFnaUGKHzjLrq09q1a+nbty9PPPEEu3bt4tdff6V9+/Z888039QKgJ0yYwObNm5k8eXJImB4Ftecq4Ta04sn/APBLXhaWfXRe91yFxFUIpk+fzg033MCHH36oZulNmTKFzZs307Rp07M9vBBBAoEAy5cvJzs7m1mzZmG32xk+fDhZWVkMHjz4uIaIVquVvLw8UlNTSU9Pb7AwCgQCVFZWqkJLq9Wq01xRUVGnLbRkWebtOyazYtaaoFBSLpKR8RFc9+xl7Fi7hxWz1lBbXRvMM1R6ZARRQG/U43V7kSUZUSNijjDh9/qV5nNZ2UYQlNWJxw2SPgp6kx4pINFjWCcyuqfzwwcLsFXYEbUaZEkmMj6c21+/js//8x1l+RWqmalWp+He926h3+W9jjjOLVu2UFNTQ7du3XC5XOqUrM/nO2l/MpfLpRpqzps377y9gNVx6JRebm4uBw4cYMeOHTz66KMEAgG++eYbPvzwQyIjI/n888+JjY1VH+v1etHr9aHG9qOgiqv4Wxsurso/Domrsz2IEGefiRMn8tprr1FcXEz79u156623GDBgwNkeVohjIEkSq1atUoVWeXk5l1xyCVlZWQwdOrReFaOwsJDt27fTvHnzMyKWJUmiqqqK0tJSysvLEQRBFVrR0dGnfIEK+AMsm/47v85YhaPGQYcL2zD89kHEN47F6/WyYtlKNi/YRe73m6gqrlFMQ7UapQ9LkvG4lGqVrs4tPtjjpdFp1AtvXUVL1IiqQDshAjz++b30vbQnAX+A9Us2s3/LAWKSo+k5ogumMCNOu4vl2X+wd0M+UQmRDLiqN8np9afVDxdWh1ZKZFnGbrerQsvlcqm2GfHx8fWmDT0eD9dccw1VVVXMnz+fqKioU3q9/wn897//pV+/fvTu3RuAqqoqLrroIjZu3Mhjjz3GhAkTAKUK++233zJx4kQiIyP56KOPSE5OVvcT6rc6Oqq4ivt3w8VVxSchcXW2BxEiRIhTR5IkcnJyyM7OZubMmRw4cIAhQ4aQmZmJx+PhP//5D/Pnz6dVq1Z/ynPXxfCUlZUhy3K9GJ4zUQnweDzk5OQQFhZG+/btmfnmj3wz7ns0WrHeBdHn9aPVaRh6y0BikqJY8s0KDuwoRqfX1ttG8ksIooDBpMfj9iIHjn8KFESB4bdfzJ1v3HjKx1DngF9VVUX37t1POAXlcDjUKqHNZsPlcrF+/Xouu+wyXnjhBQoLC1m4cCExMTGnPKbjMX78eGbOnMm2bdswmUxccMEFTJgwod5nSJZlXnjhBSZPnqzG1vzvf/+jXbt26jYej4dHH32Ub775Ro2tmThxIo0bNz7a0zaIDz74gHvvvZeVK1eq4srn8/Hzzz8zfvx4ampqWL9+vSpMJUkiOzubF198kY4dO/Lll1+GBNUJCImrUydUAw3xt2H8+PH06NGD8PBwEhISyMrKYvv27Wd7WH97RFGkR48evPrqq2zbto3ff/+djh078p///IcHHniAbt26sXr1aqqrq48eRXOazx0TE0ObNm0YMGAAnTt3RqvVsm3bNpYtW8bGjRspLS09ZWsJt9vN2rVriYiIUA1X+17WE1EUlEb14PFIAQlBEBh0fX9um3Adlz00kqj4yCMunlpdUGjJB81Aj4dSGRNY+s3KU37tZFlm27ZtJy2sQFlJmpaWRs+ePenXrx96vZ5ffvmF3r17s3jxYoYNG0ZJSckZfz/rWLZsGffeey+rVq1iwYIF+P1+hg4dWs9W4rXXXuPNN9/k/fffZ82aNSQlJTFkyBDsdru6zdixY5k1axbTpk1j+fLl1NbWMmrUqNOyGqnL1Rw3btwRGZg6nY4RI0bw0ksvodFo6NevnzpmURS54oorGD9+PG+99VZIWDUESW7433lOqHIV4m/DsGHD+Ne//kWPHj3w+/08/fTTbNy4kS1btpySJcD5zKRJk3jkkUd44403KC0tZdasWWzevJkLL7yQrKwsRo0aRVxc3F+Sd1hWVobb7Vb7ieLj40/KWsLlcpGTk6OKt0PH+vOURXz85NfBfwlIAYlm7VN5fvZjagP5ws9/ZeIDnyk2CRrlsVJAQpag1+iuVBfXUF1aQ8ne8mOOQaMTQVac5meUT0GjbVhUiizLbN++nfLycrp3737KQcF+v5877riDjRs3ctddd7Fo0SJ++eUXmjVrRm5u7p8eQFxeXk5CQgLLli1jwIAByLJMSkoKY8eO5YknngCUKlViYiITJkzgzjvvxGq1Eh8fzxdffMHVV18NKJmHqamp/PTTT1xyySWnNabc3FxuvPFG0tPTefzxx+nXr596XyAQYNmyZTz++OPIssySJUuOqKCEeqxOTF3lalD0TQ2uXC2qnnpeV65C4irE35bDT+ghTo7du3fTq1cvvv/+e/WCI8syu3bt4rvvvmPWrFnk5eXRt29fsrKyGDNmDImJiX+q0KqtrVWFltPpJCYmhsTExGPmHTqdTnJycoiLi6N169ZHHVvBtiKlP8vqpHWvFvQe3RW98eAFIOAP8M6dU1g+c7XiQRWMvBl804Xc9daNCIJA8Z5S7ur0+HErWKIo0LJnCyYsfKbBx30mhFUgEFCrSEuXLiUlJQVQpg5XrVrFoEGDTmm/DWHXrl1kZGSwceNG2rdvz549e2jevDm5ubl06dJF3S4zM5OoqCimTp3K4sWLGTRoEFVVVfVW6HXq1ImsrCxeeOGFUx5PnTDasGED//rXv1SBdeh5QpIkfv31V5555hny8/NZv359vXGEODGquIq6Ea3QAHEle1lU8/l5La5CPlch/rZYrVaAP62v5J9K8+bN2bNnT72TmiAIZGRk8H//9388+eST7N+/n+zsbGbMmMGjjz5K7969yczMJDMzk0aNGp3xYOnw8HDCw8Np3ry52k9UUFDAli1biI6OVoWWwWDA4XCQk5NDYmLicS0jUluncN2zlx3zeTVaDQ99dCdDbx7I2l/WI2oEegzvQuteLdR9JqcnMuj6/iz68rdjCixJkhl915AGHbMsy+zYseO0hZUkSYwdO5YVK1awZMkSVViBMnX4VwgrWZZ5+OGH6devH+3btwdQffGOluywf/9+dRu9Xn+EoDkT6Q91ruodO3YkOzubK6+8knHjxiFJEgMHDlS3ufDCC3nxxRcZP378ESIvRAM4xGvu5Lc/vwmJqxB/S452Qg9x8hzv16IgCDRr1oxHHnmEhx9+mMLCQmbOnEl2djZPPfUUXbt2JSsrS41TOdMVrbp+orS0NNWKoLi4mG3bthEWFobT6SQ5OfmkvLhOhCAItO/fmvb9Wx9zm3vf/zdN2zXm0/+bdtQeJkEUKM2vOOnnlGWZnTt3UlpaetrC6rHHHmPRokUsWbKEJk2anNJ+Tpf77ruPDRs2sHz58iPuO5VkhzO1Mq9OYLVp04bvv/+eyy+/nFdeeYVAIKCKTkEQuOiii+jduzdmszk0FXiqSBIIDYgIkkNxQqFPWYi/JXUn9G+++eZsD+UfjSAING7cmAceeIClS5eSn5/PzTffzKJFi+jUqRP9+/fn9ddfZ+fOnX9K87TJZKJp06b06NGDLl264HA40Ol0FBYWsmbNGvbt24fT6Tzjz3soGo3IyDsHH/P4RI2Itdx2Uvuqm34tKSmhe/fumM3mUxqTJEk89dRT/PDDDyxcuJC0tLRT2s/pcv/99zNnzhyWLFlSb4VfUlISwHGTHZKSkvB6vVRXVx9zm9NFFEUCgQAtWrRg9uzZVFVVMW7cOObPn4/fr0QiybKM2WxGluWQsDpVQtmCDSb0SQvxt+NYJ/QQfy6CIJCcnMzdd9/NggULKC4uVnt9evbsSZ8+fRg3bhxbtmw540LLZrOxceNG0tLS6N+/PwMGDKBRo0ZUVVWxcuVKVq1axZ49e6itrT2jz1uHVqelSZujT4cGfAFadD2xuJFlmd27d1NUVES3bt1OS1g9//zzzJgxg4ULF9KiRYtT2s/pIMsy9913HzNnzmTx4sVHiLu0tDSSkpJYsGCBepvX62XZsmVccMEFAHTr1g2dTldvm+LiYjZt2qRucybQaDQEAgGaNWvG7NmzsdvtvPLKKyxatAiArVu3AkdW2UKE+DMJNbSH+NsgyzL3338/s2bNYunSpWRkZJztIYXg4NL3OXPmMHPmTObPn0/Tpk3JzMzk0ksvpX379qdVEbBareTm5pKWlkazZs2OuN/n81FRUUFpaSmVlZWYTCYSEhJITExsUN7hiVj5/RomXP9+vdtEjUhSegLvrnoZneH4mY67du2isLCQ7t27n/LqVlmWGTduHB999BGLFy+u5xn1V3LPPffw9ddfM3v27HreVpGRkeo054QJExg/fjyffvopGRkZjBs3jqVLl7J9+3bVHuHuu+/mhx9+4LPPPiMmJoZHH32UyspKcnJy0GhObuVlIBA45raHTvPVbVdSUsKll15KREQEkZGR/PDDD+zevbueaWiIk6Ouof1i878a3NC+2DntvG5oD4mrEH8bTuaEHuLsY7PZ+OGHH5g5cybz5s0jMTFRFVpdunRpkNCqqakhLy+P5s2bn1RPkd/vp7KyktLSUioqKtDr9arQOhN5h79++ztfPK9E2Ygakd6ju3LHGzcQnRh13Mft3r2bAwcO0K1bt1PO+JNlmf/+97+8++67LF68mE6dOp3Sfs4Ex3odP/30U26++WbgoInopEmT6pmIHtoj6Xa7eeyxx/j666/rmYimpqae1DjqBFNlZSVvv/02mzZtok+fPnTs2JFhw4Ydd/uhQ4eSn5/P119/zZAhDVuQEEJBFVemqxsurlzTQ+LqbA8iRAg4uRN6iL8XDoeDn3/+mezsbH788UdiYmIYPXo0WVlZ9OzZ87jViaqqKtatW0dGRsZJX2wP5fC8Q41GUy+G51SFliRJWMttGC1GTGEnNvzcs2cP+fn5dO/e/bSE1bvvvsvrr7/O/Pnz6d69+ynt559EXeN7TU0NXbp0oXPnzqSnp3PgwAEWL17MjBkz1JWBh1InsGpra9m9e/dZFannOqq4MlzVcHHl+TYkrs72IEKECHHu43K5mD9/PtnZ2fzwww+YTCbGjBlDZmYmF1xwQT3j0JKSErZs2UKrVq1o1KjRaT93Xd5hnZeWIAjEx8eTmJh4WnmHJ2Lv3r3s37+fbt261XMKbwiyLPPhhx/y0ksvMW/ePDXKJYTyvt5xxx1YrVZmzJgBQP/+/dHpdMyYMaNeAPOhHG8qMcTJo4or/ZVoheNPix+KX/ax2DvjvBZXoYb2ECFCnBFMJhOZmZl8/vnnlJSUMGXKFLxeL9dffz0ZGRncf//9LF68mGnTpjFgwADS0tLOiLACZdVYXFwcbdu25cILL1SjcjZv3syyZcvYtGkT5eXlpxW7cjj79u07I8Lqk08+4cUXX+SHH34ICavDEEWRgoICRo0aBcCoUaNwOBx88803xMbGsmbNGtavX3/E40LC6swiS3KD/06FiRMnkpaWhtFopFu3bvz2229n+Ej+OkLiKkSIk2D8+PEIgsDYsWPP9lDOCfR6PSNGjODjjz+muLiYr776Cp1Ox/XXX89dd91F9+7d2bFjBx6P54w/tyAIxMTE0Lp1a/r370+XLl3Q6/Vq3uGGDRtOK+8QFGG1b9++0xZWX3zxBU899RSzZ8+uF98SQqlaOZ1OtFotFouFG264gfz8fObOnUtiYiI2m43s7Gzy8vLOqGgOcRRkqeF/DWT69OmMHTuWp59+mry8PPr378/w4cPJz8//Ew7ozyckrkKEOAFr1qxh8uTJdOzY8WwP5ZxEp9MxePBghgwZgs/n45lnniE1NZX777+ftLQ0brvtNn744QdcLtcZf25BEIiKiqJly5b069dP9Z7atWsXS5cuZf369RQXF+Pz+U56n/v372fv3r107dr1tITVtGnTePTRR5k1a9ZRe4fONw4XSKIoYjab6dq1K1dddRXLly9n8eLFarXzt99+Y9q0aTRq1ChUqfqT+SsqV2+++Sa33nort912G23atOHtt98mNTWVDz744E84oj+fkEN7iBDHoba2luuuu44pU6bw8ssvn+3hnLPs3r2bm266ienTp6tTPG+//TarVq0iOzubJ554goqKCoYNG0ZWVhZDhw4942HdgiAQERFBREQELVq0UPMO9+3bx+bNm4mNjVWDpfX6ozfv5ufns2fPHrp27XpavSQzZ87kwQcf5Ntvv2Xw4MGnvJ9/Cof2SL366quYTCbS09MZPXo0L730EiUlJXz11Vf8/PPP6HQ67HY7Dz30EC+//HJoJeA/AK/XS05ODk8++WS924cOHcrKlSvP0qhOj1BDe4gQx+Gmm24iJiaGt956i4EDB9K5c2fefvvtsz2sc5L8/Pxj2i1IkkROTo4aLF1YWMiQIUPIzMxk+PDhf3pTrNPppKysjNLSUux2O9HR0erKQ4PBAEBBQQG7du2ia9euREZGnvJzzZkzh1tvvZWvv/6azMzMM3UI/wj69OmDzWbD4XAQFxdH//79eeutt/D7/Tz66KPMmTMHn89H69atycrK4t577wXOXKROiPrUNbT3YwRaGtDQjo/l/ERBQUG9767BYFC/T4dSVFREo0aNWLFiRT2D2XHjxjF16lS2b99+egdyFghVrkKEOAbTpk0jJyeHtWvXnu2h/CM4no+VKIr06NGDHj16MH78eDZs2MB3333H66+/zt13383gwYMZM2YMI0eOJCoq6oxfSM1mM82aNaNZs2a43W7KysooKSlh+/btREZGotfrqaysPG1h9dNPP3HrrbcyderUkLCivgloTk4OKSkprFixgsLCQqZPn87nn3/OXXfdxYcffsjbb7/NAw88QFhYGBqNRl0pGMoL/PPQ6/UkJSWxvOSnBj82LCzsCIuV5557jueff/6YjzmVrMq/KyFxFSLEUSgoKODBBx9k/vz5GI0n9joKceYQRZHOnTvTuXNnXnrpJbZs2cJ3333HxIkTue+++xg4cCBZWVmMGjWK2NjYM37yNRqNNGnShCZNmuDxeNixYwclJSUIgsD27dtV09KGxtssXLiQm2++mY8++ogrrrjijI75XOTQqcCSkhIKCwvR6/XIskxqaiq33XYber2ejz/+mFtvvZWPP/6Y9PR0ADV+KZQX+OdiNBrZu3cvXq+3wY89mjA6WtUKIC4uTnXXP5QzmUP5VxOaFgwR4ih8//33XHrppfUaZQOBAIIgIIoiHo8n1ET7FyPLMjt37lSnDtetW0e/fv3Iyspi9OjRJCYmnnGhVVhYyPbt2+nSpQsWi4Xy8nLKysqorKzEYrGoQstisRz3uZctW8aVV17JxIkTueGGG87ZX+N/Bpdddhlr164lLCyM6OhoVqxYod5nt9v54osv+PDDD2nevDmzZs06iyMN8WfSq1cvunXrxsSJE9Xb2rZtS2ZmJuPHjz+LIzs1QuIqRIijYLfb2b9/f73bbrnlFlq3bs0TTzxRL+IjxF+PLMvs27eP7OxsZs6cyerVq+nTpw+ZmZmMGTOGRo2OHsLcEIqKiti2bRtdunQhOjq63n1+v18VWhUVFRiNRlVohYeH13vuFStWcPnll/PGG29w2223nffC6tCK1XPPPcfcuXN56qmnyMnJ4cMPP2To0KFMnz5d3d7hcDBp0iTCwsK44447ztawQ/zJTJ8+nRtuuIEPP/yQPn36MHnyZKZMmcLmzZtp2rTp2R5egwmJqxAhTpJQQ/vfE1mWOXDgADNnzmTmzJmsXLmSbt26kZmZSWZmJk2bNm2woKkTVp07dyYmJua42wYCASoqKtQYHp1Ox+rVq+nYsSMWi4XLL7+ccePGcc899/ypwurXX3/l9ddfJycnh+LiYmbNmkVWVpZ6f10W4OTJk+tlAR4aDu3xeHj00Uf55ptv6mUBNm7c+IyP99NPP6WqqopOnToxePBgnE4nc+fO5fHHH6dHjx5899136rZ+v191+D+X+3BCHJ+JEyfy2muvUVxcTPv27XnrrbcYMGDA2R7WKRGarA4RIsQ5jSAIpKam8uCDD7J06VLy8/O58cYbWbhwIZ06dWLAgAH897//ZefOnZzMb8ni4mK2bdtGp06dTiisQHEDT0xMpEOHDgwcOJDWrVuzceNGrr/+esaMGUPHjh1p06bNn2506XA46NSpE++///5R73/ttdd48803ef/991mzZg1JSUkMGTIEu92ubjN27FhmzZrFtGnTWL58ObW1tYwaNeqMj33Tpk3ceuutPPbYY9TU1ADKooIxY8bw3//+l/Xr1zNmzBh1+0Ojk0LC6p/LPffcw759+/B4POTk5JyzwgoAOUSIECH+gUiSJJeVlclTpkyRhw0bJuv1erlDhw7yM888I69du1aura2VHQ5Hvb9du3bJc+fOlfPz84+4ryF/K1eulGNjY+Xbb79dvuOOO+SEhAQ5Li5OnjJlyl9y7IA8a9aseq9FUlKS/Oqrr6q3ud1uOTIyUv7www9lWZblmpoaWafTydOmTVO3KSwslEVRlOfNm3da45Ek6Yjb5s+fL6elpckjRoyod7vL5ZJnzpwph4eHy5MmTTqt5w0R4mwRqlyFCBHiH0ldePNtt93GTz/9RHFxMQ8//DDr169X3dpffPFFNm7ciCRJfPTRR7zzzjt07NjxmIHAJ8PmzZsZPXo0Dz74IJMmTWLSpEkUFRWRnZ1N9+7dz+ARnjx79+6lpKSEoUOHqrcZDAYuvPBC1aQxJycHn89Xb5uUlBTat29/2kaOddWmp556Su2nGjJkCFOmTGHt2rX1qlRGo5Hhw4ezYsWKUI9ViHOWkLgKEeIcorCwkOuvv57Y2FjMZjOdO3cmJyfnbA/rb09d3uDNN9/MnDlzKCkp4ZlnnmHnzp1cfPHFdOrUiccff5zk5OSTmgo8Ftu2bWPUqFHcfffdPPPMM6qo0Gg0DBgwgM6dO5+hI2oYdUvcD1/WnpiYqN5XUlKCXq8/onn/0G1Olx07dnDLLbcwc+ZMAAYNGsS3337LmjVrGDFihLqd0WikQ4cOgOJjFSLEuUZIXIU4p5Fl+aT6aP4JVFdX07dvX3Q6HT///DNbtmzhjTfeICoq6mwP7ZwjMjKS6667juzsbCZPnkxhYSF9+/Zl/PjxtG/fnieffJJVq1Y1qNdo586djBo1iptuuokXXnjhb9kbdComjSezzdE4mij67rvvuOWWW7j++uuZNm0asixz4YUXkp2dzaZNm+jcufMR3+eQj1WIc5GQiWiIc5pDT/qBQABRFP+WF7UzwYQJE0hNTeXTTz9Vb2vWrNnZG9A/gLlz53LHHXfw7bffMmbMGJxOJ/Pnzyc7O5vLL78ci8XC6NGjycrKok+fPvUaqw9l7969jBo1iquuuopXX331bycIkpKSAKU6lZycrN5+qEljUlISXq+X6urqetWrsrKyepEkJ0vda1BSUqI+P8D//vc/tFotN998M36/n2uuuYYLLriAL7/8kuzs7H/s9zfE+cXf6wwQIkQDeOmll7jtttuYM2cOoEy9/JNPzHPmzKF79+5ceeWVJCQk0KVLF6ZMmXK2h3VOk5GRwbRp09SeH7PZTFZWFl988QXFxcVMmjQJr9fLddddR8uWLXnggQdYsmQJPp9P3Ud+fj4jRoxg9OjRvPnmm387YQWQlpZGUlISCxYsUG/zer0sW7ZMFU7dunVDp9PV26a4uJhNmzadtLiaOnUqGzZsUP89ffp0mjVrxh9//FFvu3feeYdbb72Ve++9l+nTp+P3+xkwYADvvPMOEJoKDPEP4Gx204cIcaoUFxfLl1xyiZyUlCSnpKTIOp1OvuKKK+TVq1ef7aH9aRgMBtlgMMj/93//J+fm5soffvihbDQa5alTp57tof3j8Xq98vz58+U777xTTkxMlGNjY+WbbrpJ/uijj+S0tDT5tttukwOBwFkdo91ul/Py8uS8vDwZkN988005Ly9P3r9/vyzLsvzqq6/KkZGR8syZM+WNGzfK11xzjZycnCzbbDZ1H3fddZfcuHFjeeHChXJubq588cUXy506dZL9fv8Jnz83N1fW6XTybbfdJm/atEmWZWVF4tChQ+VGjRrJK1eulGX54MrBlStXylqtVhYEQf7ll1/O9MsRIsRZJSSuQpyTzJ49W77gggvkL774QpZlWV67dq189dVXy4MGDZJLSkrO8uj+HHQ6ndynT596t91///1y7969z9KIzk98Pp+8ZMkS+d5775XNZrPctWvXkxIffzZLliyRgSP+brrpJlmWFVHz3HPPyUlJSbLBYJAHDBggb9y4sd4+XC6XfN9998kxMTGyyWSSR40aJefn55/0GObMmSM3a9ZMvvnmm+V169bJsizLfr9fzszMlOPi4uRly5ap265bt05+/vnn5a+++ur0Dz5EiL8ZIYf2EOckTz/9NL///jvfffedurpr06ZNDBgwgJdeeol7771X3fbQuI1zmaZNmzJkyBA++ugj9bYPPviAl19+mcLCwrM4svMXm82GKIqEhYWd7aGcVeRDmt7nzZvHnXfeyYABA3j44Yfp0qULsixz1VVXMX/+fMaPH09aWhpvv/02CQkJfPHFF0B9F/YQIc51/n7NASFCnICKigrWr1/P+vXr+eqrr6isrASU1XS1tbW0atUKQE1yP1xYnau/J/r27cv27dvr3bZjx45zMnfrn0JERMR5L6xAWVhSt7Jy2LBhfPzxxyxfvpzXX3+dtWvXIggCM2bM4Oabb+aFF17gvvvuw+12q8IKCAmrEP8oQpWrEOccP/30Ey+88AIJCQlUV1eTl5dHbGwsqampJCUlkZ2dDcCCBQu4+eab2bBhw2mZQv5dWLNmDRdccAEvvPACV111FatXr+b2229n8uTJXHfddWd7eCHOQw6tWNVVnuoqxYsXL+a2226je/fuPPLII/Tq1QuArVu3YjAYSEtLQxCEUMUqxD+SUOUqxDnHqlWr0Ov1vPXWWyxfvpzc3Fx69uxJkyZN+PzzzwHw+XzMnz8fvV5PbGysWq3atWsXK1asOGKfgUBAXQG2d+9ePvroI6xW6193UCdBjx49mDVrFt988w3t27fnpZde4u233w4JqxBnndmzZ3PXXXdxxRVX8Nxzz1FUVMTFF1/M1KlTyc3N5fXXX1dd3tu0aUN6ejqCICBJUkhYhfhHEqpchTinqKqq4o477sBgMPDVV1+pt+/bt4/09HTmzJnDqFGjqKiooG/fvlxzzTU8//zz6i/sf//73yxYsICCgoJjPsc333zDddddx44dO2jRosVfcVghQpwTSJJ0hNXE119/za233srtt9/O/v37KSsrIz8/nyVLltCyZUtWrVrFv//9b+Lj43n33Xfp1KnTWRp9iBB/HaHKVYhzit9//53du3fTt2/ferfHxMSg0+nYvXs3oEw97Ny5k2uuuQZQekJqa2tZsWIFd999t/q4pUuXcv/995OZmcn8+fPVbbp06UKLFi3O2f6sECH+DERRZPfu3fzwww+AEsc0fvx4/vvf//Luu+8ye/ZsPvnkE7p27cqgQYMoKCigd+/eTJ06lcjISFq2bHmWjyBEiL+GkLgKcc5RWVnJo48+yt13383SpUv57bffuOyyy4iJiVFP3vPmzSM9PZ1WrVqpAmnDhg3s2rWLSy+9FFAMDseMGcOePXuIjY3lueee4/PPPycnJ4eRI0cCSh9JHYFAoEFxKCFC/BN5++23uemmm3A4HACUlpbSpk0b9f5WrVoxbtw4kpOTmTt3LpIk0aNHD77//ntMJlPIIDTEeUFIXIU4pxg5ciT5+fnMnDmTkpISrr76am666SacTievv/46AwcOBODXX39lyJAhwMGInFmzZpGRkUGbNm3YsWMHr776Ktdffz1z587lk08+4emnn+a1115j7dq13HDDDQDodDpqa2vx+/1oNBp15aEkSaGqFor4fOaZZ0hLS8NkMpGens6LL74YuoD+g7n88suJj49n3rx5JCUl0ahRIxYtWqS+56Io0qFDBzQaDVu2bFGnEQ//b4gQ/2RCnYQhzinqViINGzaMYcOGAYodQUxMDHFxcep2ZrOZ4uJidSVSTk4O06dP58YbbwRQf0Vff/316sm+Z8+eaLVaOnXqREZGBpIksW7dOsaPH8+qVato2rQpr776KhdccEHoAhFkwoQJfPjhh0ydOpV27dqxdu1abrnlFiIjI3nwwQfP9vBC/AkMHDiQpKQk3nvvPS6//HKGDBnCwoUL6dSpE1dddZW6XXx8vLqY5J8cSxUixNEINbSHOCeRJOm4K43+v717DYqyfB84/t3lIDCmjomIrgjMoALOIIJ4RCkPjLJao5HJaKaTg3mKiCnKsUwTD4WHgBeWZijmICmewMnTCFak4u6Kw+gkSNA04mEyUTyAy/1/wX+fRNDfr/kBi3h93sA+D+xzPc8LuPa67/u6jxw5wvTp04mIiGDo0KF8/fXX/P7775hMJgYMGMDMmTN58OABaWlpuLu7A3D+/HmmTJlCdHQ0SUlJHDp0iM8++wyr1cqnn37KqVOnKCkpwcPDA6vVSkpKSpNxKaWabFra1GTgZ53RaMTDw4MtW7Zox6ZOnYqbm1uDHkbi2fNoUmT73vbh5uTJk0ybNo2tW7cSHh7OG2+8wZUrVwgODiY0NJRffvmFgwcPYrFYMBgMdr4TIVpf+/pLL54ber3+qUu4x40bx7FjxzAYDLi4uBASEkK3bt0ICAhAKYWfnx+XL1/WEisAi8WiDTUCrF+/Hk9PT7KysjAajSxfvhy9Xs9XX33VaEiwrKyMmzdvotfrGyVWjw6XtDcjR47k2LFj/PbbbwCcO3eOn376iYkTJ9o5MvG/0ul03L9/n6tXr2pJloODA0op+vbti7e3Nzt37sTNzY2dO3cyYcIEysvL2bhxI9euXaOgoACDwSDzFMXzqfV22hHCfsrLy9Xhw4e117t27VKenp7q559/VkoplZeXp0JCQpS/v79SSqk7d+6oTp06qW3btjXYN+6jjz5SXbt21fZIKy4uVgsWLFDh4eGqS5cuKjg4WO3fv19ZrVZtI9/Tp08rg8Gg/vjjD23T2vairq5OJSYmKp1Op23Cm5SUZO+w2pW0tDTl7e2tOnTooAYNGqTy8/Nb5bq1tbXKaDSqXr16qW+++UadO3euwfldu3YpJycndfTo0QbHb968qe7du6eUUm1iz0Uh7KH9fZQW4v/Zhg4BvLy8tAnuAOPHj2fs2LGMHj0ao9HIypUrMZlMxMTEAJCXl4e7uzu+vr5aJer27dtUVVXh4+PDyJEjAZg5cya1tbWsWrUKs9nMK6+8wurVqykuLkav11NQUEBaWhpdu3bFYDCg0+na1UT4zMxMMjIy+P777zGZTKSnp/Pll1+Snp5u79DahczMTOLi4liyZAlms5nw8HAmTJhARUVFi1/b0dGR+Ph4oqOjSUhI4PXXX2fu3LkUFRVRVVVFdHQ0I0aMICcnh9raWq1C1aVLF1xcXIDGW08J8dywd3YnRGt4UsWotLRU7dixQ+Xk5ChHR0d15swZpZRSZrNZeXt7qx07dmg/W1hYqMLCwtSCBQuUUkrt379f6XQ6FR0drVXAlFJq+PDh6osvvlBKKTVjxgyl0+mUu7u7SkxMVJcvX24ynocPH6rU1FQVERGhtmzZompqaprv5luQwWBQqampDY6tWLFC9evXz04RtS9hYWFq3rx5DY71799fJSYmtmocJpNJpaSkKF9fX9W3b181duxYVVhYqBYtWqT69Omjrly50qrxCNHWSeVKPBceX61km3ju6+tLTEwMEydO5M8//yQ0NBSAoKAgAgICyM7OpqysjMLCQpYsWcKlS5eYNGkSAOnp6QQEBODq6srUqVPp3r0706dPx9XVFZPJBEBiYiI6nY5Fixbx66+/Mm3aNP7+++9G8dy9e5ft27dTUlLCtm3byMjIaIWn8r+7e/duo7lkDg4O0oqhGdTU1HD27FnGjx/f4Pj48eO1rWRaS3BwMAsXLuTChQvEx8fj5uZGREQEFy5coKKigvXr17dqPEK0ddKKQTyXbAmBemSIrnv37tqqKJ1OR1JSEnPmzGHYsGGEh4dTXl6Oj48PL7/8MlDfnToqKoo1a9Zw//598vLy2LNnDydPntTaRGzatInAwECWLl3K0qVLuX//vjZk8qjS0lJMJpO2mtG2z+Gjk+FLS0vp3bs3zs7OLfps/o1JkyaxcuVKvLy8CAwMxGw2s27dOubMmWPv0J55N27cwGq14uHh0eC4h4cHlZWVrR5PXV0dzs7OxMbGEhsbS25uLidOnODy5ctMmTKl1eMRoi2TypV4rtkSKVslyfb1+PHjBAQEcPbsWSorK5k1axb9+vVjxIgRODk5UVtbS1RUFJmZmVRWVuLi4kJkZCSbNm2itLSUhQsXAnDgwAGtIzzQZGIFcPToUbp06cKAAQNQSuHk5ATUJ1W2RDA5OVlblddWpKSk8NprrzF//nz8/f1JSEggNjaWFStW2Du0duPxKqeyU9+oxyuUEydOZPXq1RQVFTFkyBCpVgrxCOlzJcRjHj58SFRUFJ07d2b27Nm4uLiwePFiXnzxRdauXUtYWBhQv1n03Llz8fPzY8GCBXTr1o1bt25hMBhwc3PDYrEQGhrK6dOnGTRo0BOvd+fOHSIjI/H392fz5s3U1tbi5OTErVu3OHHiBDt37gTqJ9Tn5ORov2f7J3vw4EGCg4Pp1atXyz4Y0apqampwc3MjKyurQYL+7rvvYrFYyMvLs2N0QoinkcqVEI9xdHTk888/x9XVldmzZ7N48WJ8fHxITk7WEiulFN7e3ixdupSLFy8yZMgQJkyYwPr16zlz5gxQX7Xy9vbWems9iW1Ol617vM3GjRtZuHAh7u7uVFVVYTabCQ0N5cCBA8A/fYh2795N7969CQsL4+rVqy30VERrc3Z2JiQkhCNHjjQ4fuTIEYYPH26nqIQQ/w1JroRowuDBg0lPT6eyspLc3Fx++OEHQkJCtPO2YZlRo0Zx/Phx/vrrL1atWkVMTIyWgN24cQNPT09qamqeOoxz7NgxOnbsyKhRowC0IcH8/HyMRiMpKSkEBQWxdetWxowZozVPraurw8XFha1bt5KQkMD169efOOzY3uXn5zNp0iR69uyJTqdj7969Dc4rpVi2bBk9e/bE1dWViIgIiouL7RPsvxAfH8/mzZv59ttvuXDhAu+99x4VFRXMmzfP3qEJIZ5Ckish/oOnTSK3Wq1YrVacnZ2JjIwkPDwcV1dXAN58802uX79OYGAgycnJPHz4sNHvV1dXs3fvXqKiooB/JrDX1dUxevRoCgsLKSoqorq6msjISD7++GPGjBkD1M+BsVXEDh06xNSpU+ncuXOz3/+zoLq6mqCgIFJTU5s8v3btWtatW0dqaipnzpyhR48ejBs3jtu3b7dypP/OtGnT2LBhA8uXL2fgwIHk5+eTm5tLnz597B2aEOIpZM6VEM3kSRONs7KyqKio4P333290rri4mJCQEHJychgzZkyD9ygrKyMuLg6TycTQoUPJyspq8joXL14kMDCQ/Px8RowY0UJ39+zQ6XRkZ2fz6quvAvXPq2fPnsTFxfHhhx8C8ODBAzw8PFizZg2xsbF2jFYI0R5J5UqIZtJULy2A6OjoJhMrgBMnTuDi4qJVox59Dx8fH/bt20dgYCDnz5/nnXfeobq6utF19uzZg5eXF0FBQc15O+1GWVkZlZWVDfpFdejQgdGjR7d6vyghxPNBkishWoht6fqTlqjfu3eP7OxsjEYjUL86DKC8vJx9+/YBUFVVhcFgID09nYyMDI4ePdrofbKyspg8eTIdO3Zsidt45tl6QrWVflFCiPZPmogK0cIe7w9kU1JSwvHjx7XhPtu8rkuXLrF9+3a6detGdXU1YWFhGAwGBgwY0KjPVWlpKUVFRWzYsKFF76E9aCv9ooQQ7Z8kV0LYiaOjIyEhIbz99ttYLBat8ebgwYOxWCzMmDGD69evExYWRkZGBnq9Xtsw2mq14uDgQHZ2Nr169SI4ONiet9Km9ejRA6ivYHl6emrHr1271qiaJYQQzUGGBYWwE39/fwoKCigoKGDy5MlA/RBi586dSUhIoKysjLFjxzJ06FCMRiO7d+9m2LBhwD/VsMzMTKKioujUqZPd7qOt8/HxoUePHg36RdXU1JCXlyf9ooQQLUIqV0LYkaOjI/3799de6/V66urq0Ov1/PjjjwwcOJBly5Zp5x/d+7C0tBSz2cyqVavsEHnbcufOHUpKSrTXZWVlWCwWunbtipeXF3FxcSQlJeHn54efnx9JSUm4ubkRExNjx6iFEO2VJFdCtDG2qlRkZCSDBw8G6itaSikcHBy0zZ9PnTqFh4cHoaGh9gy3TSgsLOSll17SXsfHxwMwa9YsvvvuOz744APu3bvH/PnzuXnzJkOGDOHw4cO88MIL9gpZCNGOSZ8rIZ4xn3zyCbm5uZjNZt566y22bNli75CEEEI8QipXQjxjFi1aRO/evcnNzW20H6EQQgj7k8qVEEIIIUQzktWCQgghhBDNSJIrIYQQQohmJMmVEEIIIUQzkuRKCCGEEKIZSXIlhBBCCNGMJLkSQgghhGhGklwJIYQQQjQjSa6EEEIIIZqRJFdCCCGEEM1IkishhBBCiGb0f91lL9v96U8nAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 640x480 with 2 Axes>" ] @@ -1848,7 +1930,7 @@ } ], "source": [ - "n = 10\n", + "n = 1000\n", "budget = 10*np.random.rand(n)\n", "volume = 500*np.random.rand(n)\n", "inconfort = [resoudre(budget[i], volume[i], 13050, 22.5) for i in range(n)]\n", @@ -1908,14 +1990,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "4e9b0c8a", - "metadata": {}, - "source": [ - "---\n" - ] - }, { "cell_type": "markdown", "id": "fa986f94", @@ -1931,7 +2005,7 @@ "source": [ "On constate pour l'intervalle 13050 que pour un pourcentage de budget allant de 0 à environ 50, la décroissance de l'inconfort est linéaire. Jusqu'à 100% du budget, la courbe ressemble davantage à une parabole. On peut s'aider de l'analyse post-optimale pour calculer la pente de la droite. Pour l'intervalle 22504, c'est sur l'intervalle $[0\\%,30\\%]$ que la droite se trouve.\n", "\n", - "Le problème peut être représenté sous la forme standard par : $\\min_x \\mathbf{c}^Tx$ tel que $Ax = b$ et $x \\ge 0$. Nous avons vu que lorsque l'on obtient la valeur optimale $x^*$ de ce problème, on peut prédire l'évolution du sommet et du coût optimaux. Dans notre cas, la quantité que l'on modifie est le budget alloué. On change donc (voir formulation) la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget \\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget$ en $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget + \\Delta b\\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget + (-\\Delta b)$, avec $\\Delta b\\gt 0$ représentant un petit incrément de budget. Or, il a été vu que si l'on modifie le membre de droite de $Ax = b$ en remplaçant $b$ par $b+\\Delta b$, le nouveau sommet (primal) devient $x_{new}^* = B^{-1}(b+\\Delta b)$ et le coût optimal est augmenté de $\\mathbf{y^{*}}^T\\Delta b$, avec $y^{*}$ la solution du dual.\n", + "Le problème peut être représenté sous la forme standard par : $\\min_x \\mathbf{c}^Tx$ tel que $Ax = b$ et $x \\ge 0$. Nous avons vu que lorsque l'on obtient la valeur optimale $x^*$ de ce problème, on peut prédire l'évolution du sommet et du coût optimaux. Dans notre cas, la quantité que l'on modifie est le budget alloué. On change donc (voir formulation) la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget \\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget$ en $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget + \\Delta b\\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget + (-\\Delta b)$, avec $\\Delta b\\gt 0$ représentant un petit incrément de budget. Or, il a été vu que si l'on modifie le membre de droite de $Ax = b$ en remplaçant $b$ par $b+\\Delta b$, le nouveau sommet (primal) devient $x_{new}^* = B^{-1}(b+\\Delta b)$ et le coût optimal est augmenté de $\\mathbf{y^{*}}^T\\Delta b$, avec $y^{*}$ la solution du dual, le tout tant que la condition d'admissibilité est satisfaite.\n", "\n", "En résolvant le problème pour un pourcentage de budget dans l'intervalle qui nous intéresse, i.e. $[0\\%,50\\%]$, on peut demander au solveur de nous fournir la variable duale associée à la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget$. Commme il n'y a qu'une contrainte incrémentée, il n'y qu'une variable duale d'intérêt.\n", "\n", @@ -1940,7 +2014,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 321, "id": "13a297f7", "metadata": {}, "outputs": [ @@ -1948,23 +2022,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Valeur duale de la contrainte de budget = 2043.7646964520766\n" + "2043.7646964520766\n" ] - }, - { - "data": { - "text/plain": [ - "9455.733996151686" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" } ], "source": [ "cout_minimal_obtenu_a_la_tache_1 = 8.182333695034458\n", - "resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)" + "print(resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))" ] }, { @@ -1981,23 +2045,20 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 322, "id": "7d03cc2d", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "7786.255703567915" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "7786.255703567915\n" + ] } ], "source": [ - "resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5)" + "print(resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5))" ] }, { @@ -2012,7 +2073,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 323, "id": "1359b547", "metadata": {}, "outputs": [ @@ -2020,45 +2081,87 @@ "name": "stdout", "output_type": "stream", "text": [ - "Valeur duale de la contrainte de budget = 2066.038771528725\n", - "Valeur duale de la contrainte de budget = 2043.7646964520766\n", - "Valeur duale de la contrainte de budget = 2036.042620899515\n", - "Valeur duale de la contrainte de budget = 2015.3824537180549\n", + "Variable duale = 2066.038771528725\n", + "Variable duale = 2043.7646964520766\n", + "Variable duale = 2036.042620899515\n", + "Variable duale = 2015.3824537180549\n", "\n", - "Valeur duale de la contrainte de budget = 1992.4084547788225\n", + "Variable duale = 1992.4084547788225\n", "\n", - "Valeur duale de la contrainte de budget = 1727.3669914785114\n", - "Valeur duale de la contrainte de budget = 1118.9338873755696\n", - "Valeur duale de la contrainte de budget = 892.7378006683173\n", - "Valeur duale de la contrainte de budget = 670.4271279008\n" + "Variable duale = 1727.3669914785114\n", + "Variable duale = 1118.9338873755696\n", + "Variable duale = 892.7378006683173\n", + "Variable duale = 670.4271279008\n" ] - }, + } + ], + "source": [ + "# La variable duale est constante\n", + "print(\"Variable duale =\",resoudre((10/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((40/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print()\n", + "# La variable duale commence à varier\n", + "print(\"Variable duale =\",resoudre((50/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print()\n", + "# La variable duale n'est plus une constante\n", + "print(\"Variable duale =\",resoudre((60/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((70/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((80/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((90/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))" + ] + }, + { + "cell_type": "markdown", + "id": "638e2324", + "metadata": {}, + "source": [ + "On peut même en un graphique :" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "id": "f2ffe3a6", + "metadata": {}, + "outputs": [ { "data": { "text/plain": [ - "313.91528460992583" + "[<matplotlib.lines.Line2D at 0x18fdc57a9a0>]" ] }, - "execution_count": 58, + "execution_count": 324, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# La variable duale est constante\n", - "resoudre((10/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((40/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "print()\n", - "# La variable duale commence à varier\n", - "resoudre((50/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "print()\n", - "# La variable duale n'est plus une constante\n", - "resoudre((60/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((70/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((80/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((90/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)" + "pourcentage = np.arange(1,101)\n", + "y = []\n", + "for i in pourcentage:\n", + " dual = resoudre((i/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", + " y.append(dual)\n", + "plt.plot(pourcentage,y)" + ] + }, + { + "cell_type": "markdown", + "id": "741ea41c", + "metadata": {}, + "source": [ + "Cela confirme ce que l'on pensait. La variable duale est (pratiquement) constante dans l'intervalle de pourcentage $[0\\%,50\\%]$. Ensuite, elle décroit jusqu'à atteindre 0, ce qui signifie que la contrainte de budget associée n'est plus nécessairement serrée (c'est logique puisqu'on utilise 100$\\%$ du budget minimal à allouer pour avoir un inconfort nul)." ] }, { @@ -2105,31 +2208,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b0c6863", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1e91ee50", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d0831a07", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fe0c0b00", + "id": "73344bf0", "metadata": {}, "outputs": [], "source": [] @@ -2151,7 +2230,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/Notebook_final.ipynb b/Notebook_final.ipynb index 4ce52e9be126a5d8ee050fbbd21619c31e220e80..a55294aa76ef171b65ed6c5585fc99e16eda4bce 100644 --- a/Notebook_final.ipynb +++ b/Notebook_final.ipynb @@ -70,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 288, "id": "08fb3b94", "metadata": {}, "outputs": [], @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 289, "id": "30d3cb31", "metadata": {}, "outputs": [], @@ -128,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 290, "id": "6f3f138a", "metadata": {}, "outputs": [], @@ -155,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 291, "id": "55614aa7", "metadata": {}, "outputs": [], @@ -187,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 292, "id": "2aa90a1b", "metadata": {}, "outputs": [], @@ -222,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 293, "id": "fa2e9678", "metadata": {}, "outputs": [], @@ -294,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 294, "id": "922de5b4", "metadata": {}, "outputs": [ @@ -304,7 +304,7 @@ "8.182333695034458" ] }, - "execution_count": 8, + "execution_count": 294, "metadata": {}, "output_type": "execute_result" } @@ -327,13 +327,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 295, "id": "86342dc9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -347,23 +347,25 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n), T_ext, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n), T_ext, color='red',alpha=0.4)\n", "axs1[0,0].set_title(\"Température extérieure à Montréal (°C)\")\n", "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs1[0,1].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', linewidth=1.2,alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple', linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", @@ -401,7 +403,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 296, "id": "3c2a6c3e", "metadata": {}, "outputs": [ @@ -411,7 +413,7 @@ "1.9898040404466002" ] }, - "execution_count": 18, + "execution_count": 296, "metadata": {}, "output_type": "execute_result" } @@ -443,13 +445,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 297, "id": "cefbc06c", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -463,26 +465,28 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n), T_ext, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n), T_ext, color='red',alpha=0.4)\n", "axs1[0,0].set_title(\"Température extérieure à Montréal (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs1[0,1].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Coût optimal={})\".format(objectif.value),y=1.05)\n", @@ -617,11 +621,11 @@ "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{n_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{r_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le x_{i//4h}*p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad x_{i//4h}*p_{max}*0.25 \\le p_{n_i}+p_{r_i}\\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le x_{i//4h} \\cdot p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0.25\\cdot x_{i//4h} \\cdot p_{max} \\le p_{n_i}+p_{r_i}\\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} - \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", - "\n", - "Avec cette formulation mixte (i.e. combinant des variables discrètes binaires et des variables continues), nous utilisons des variables binaires ($ x_{i} $) où chaque variable définit pour $h$ heures ($4h$ intervalles) si la pompe est allumée ($ x_{i} = 1 $) où non ($ x_{i} = 0 $). La variables $x_i$ est donc commune " + "$\\textbf{Remarque :}$ \"//\" représente la division entière.<p>\n", + "Avec cette formulation mixte (i.e. combinant des variables discrètes binaires et des variables continues), nous utilisons des variables binaires ($ x_{i} $) où chaque variable définit pour $h$ heures ($4h$ intervalles) si la pompe est allumée ($ x_{i} = 1 $) où non ($ x_{i} = 0 $). La variables $x_i$ est donc commune pour $4h$ intervalles. Lorsqu'elle vaut 0, la variable $x_i$ force les puissances $p_{n_i}$ et $p_{r_i}$ à 0, tandis que lorsqu'elle vaut 1, la contrainte sur les puissances se résume à $0.25 p_{max} \\le p_{n_i}+p_{r_i} \\le p_{max}$. Au vu de la consigne, il n'y a pas lieu d'interdire l'utilisation simultanée des deux modes de la pompe.</p>" ] }, { @@ -636,25 +640,19 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 298, "id": "9fbb0da2", "metadata": {}, "outputs": [ { - "ename": "SolverError", - "evalue": "Problem is mixed-integer, but candidate QP/Conic solvers ([]) are not MIP-capable.", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mSolverError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[11], line 23\u001b[0m\n\u001b[0;32m 20\u001b[0m contraintes\u001b[39m.\u001b[39mappend((p_n_i[i]\u001b[39m+\u001b[39mp_r_i[i])\u001b[39m>\u001b[39m\u001b[39m=\u001b[39m\u001b[39m0.25\u001b[39m\u001b[39m*\u001b[39mp_max\u001b[39m*\u001b[39mx_i[i\u001b[39m/\u001b[39m\u001b[39m/\u001b[39m(\u001b[39mint\u001b[39m(\u001b[39m4\u001b[39m\u001b[39m*\u001b[39mDuree))])\n\u001b[0;32m 22\u001b[0m probleme \u001b[39m=\u001b[39m cp\u001b[39m.\u001b[39mProblem(objectif, contraintes)\n\u001b[1;32m---> 23\u001b[0m probleme\u001b[39m.\u001b[39;49msolve(solver\u001b[39m=\u001b[39;49mcp\u001b[39m.\u001b[39;49mSCIPY, scipy_options\u001b[39m=\u001b[39;49m{\u001b[39m\"\u001b[39;49m\u001b[39mmethod\u001b[39;49m\u001b[39m\"\u001b[39;49m:\u001b[39m\"\u001b[39;49m\u001b[39mhighs\u001b[39;49m\u001b[39m\"\u001b[39;49m}, verbose\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m)\n", - "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python39\\site-packages\\cvxpy\\problems\\problem.py:493\u001b[0m, in \u001b[0;36mProblem.solve\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 491\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 492\u001b[0m solve_func \u001b[39m=\u001b[39m Problem\u001b[39m.\u001b[39m_solve\n\u001b[1;32m--> 493\u001b[0m \u001b[39mreturn\u001b[39;00m solve_func(\u001b[39mself\u001b[39m, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n", - "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python39\\site-packages\\cvxpy\\problems\\problem.py:1054\u001b[0m, in \u001b[0;36mProblem._solve\u001b[1;34m(self, solver, warm_start, verbose, gp, qcp, requires_grad, enforce_dpp, ignore_dpp, canon_backend, **kwargs)\u001b[0m\n\u001b[0;32m 1051\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39munpack(chain\u001b[39m.\u001b[39mretrieve(soln))\n\u001b[0;32m 1052\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mvalue\n\u001b[1;32m-> 1054\u001b[0m data, solving_chain, inverse_data \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mget_problem_data(\n\u001b[0;32m 1055\u001b[0m solver, gp, enforce_dpp, ignore_dpp, verbose, canon_backend, kwargs\n\u001b[0;32m 1056\u001b[0m )\n\u001b[0;32m 1058\u001b[0m \u001b[39mif\u001b[39;00m verbose:\n\u001b[0;32m 1059\u001b[0m \u001b[39mprint\u001b[39m(_NUM_SOLVER_STR)\n", - "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python39\\site-packages\\cvxpy\\problems\\problem.py:631\u001b[0m, in \u001b[0;36mProblem.get_problem_data\u001b[1;34m(self, solver, gp, enforce_dpp, ignore_dpp, verbose, canon_backend, solver_opts)\u001b[0m\n\u001b[0;32m 629\u001b[0m \u001b[39mif\u001b[39;00m key \u001b[39m!=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cache\u001b[39m.\u001b[39mkey:\n\u001b[0;32m 630\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cache\u001b[39m.\u001b[39minvalidate()\n\u001b[1;32m--> 631\u001b[0m solving_chain \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_construct_chain(\n\u001b[0;32m 632\u001b[0m solver\u001b[39m=\u001b[39;49msolver, gp\u001b[39m=\u001b[39;49mgp,\n\u001b[0;32m 633\u001b[0m enforce_dpp\u001b[39m=\u001b[39;49menforce_dpp,\n\u001b[0;32m 634\u001b[0m ignore_dpp\u001b[39m=\u001b[39;49mignore_dpp,\n\u001b[0;32m 635\u001b[0m canon_backend\u001b[39m=\u001b[39;49mcanon_backend,\n\u001b[0;32m 636\u001b[0m solver_opts\u001b[39m=\u001b[39;49msolver_opts)\n\u001b[0;32m 637\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cache\u001b[39m.\u001b[39mkey \u001b[39m=\u001b[39m key\n\u001b[0;32m 638\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cache\u001b[39m.\u001b[39msolving_chain \u001b[39m=\u001b[39m solving_chain\n", - "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python39\\site-packages\\cvxpy\\problems\\problem.py:881\u001b[0m, in \u001b[0;36mProblem._construct_chain\u001b[1;34m(self, solver, gp, enforce_dpp, ignore_dpp, canon_backend, solver_opts)\u001b[0m\n\u001b[0;32m 839\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_construct_chain\u001b[39m(\n\u001b[0;32m 840\u001b[0m \u001b[39mself\u001b[39m,\n\u001b[0;32m 841\u001b[0m solver: Optional[\u001b[39mstr\u001b[39m] \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 846\u001b[0m solver_opts: Optional[\u001b[39mdict\u001b[39m] \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 847\u001b[0m ) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m SolvingChain:\n\u001b[0;32m 848\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 849\u001b[0m \u001b[39m Construct the chains required to reformulate and solve the problem.\u001b[39;00m\n\u001b[0;32m 850\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 879\u001b[0m \u001b[39m A solving chain\u001b[39;00m\n\u001b[0;32m 880\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 881\u001b[0m candidate_solvers \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_find_candidate_solvers(solver\u001b[39m=\u001b[39;49msolver, gp\u001b[39m=\u001b[39;49mgp)\n\u001b[0;32m 882\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_sort_candidate_solvers(candidate_solvers)\n\u001b[0;32m 883\u001b[0m \u001b[39mreturn\u001b[39;00m construct_solving_chain(\u001b[39mself\u001b[39m, candidate_solvers, gp\u001b[39m=\u001b[39mgp,\n\u001b[0;32m 884\u001b[0m enforce_dpp\u001b[39m=\u001b[39menforce_dpp,\n\u001b[0;32m 885\u001b[0m ignore_dpp\u001b[39m=\u001b[39mignore_dpp,\n\u001b[0;32m 886\u001b[0m canon_backend\u001b[39m=\u001b[39mcanon_backend,\n\u001b[0;32m 887\u001b[0m solver_opts\u001b[39m=\u001b[39msolver_opts)\n", - "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python39\\site-packages\\cvxpy\\problems\\problem.py:797\u001b[0m, in \u001b[0;36mProblem._find_candidate_solvers\u001b[1;34m(self, solver, gp)\u001b[0m\n\u001b[0;32m 792\u001b[0m candidates[\u001b[39m'\u001b[39m\u001b[39mconic_solvers\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m [\n\u001b[0;32m 793\u001b[0m s \u001b[39mfor\u001b[39;00m s \u001b[39min\u001b[39;00m candidates[\u001b[39m'\u001b[39m\u001b[39mconic_solvers\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[0;32m 794\u001b[0m \u001b[39mif\u001b[39;00m slv_def\u001b[39m.\u001b[39mSOLVER_MAP_CONIC[s]\u001b[39m.\u001b[39mMIP_CAPABLE]\n\u001b[0;32m 795\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m candidates[\u001b[39m'\u001b[39m\u001b[39mconic_solvers\u001b[39m\u001b[39m'\u001b[39m] \u001b[39mand\u001b[39;00m \\\n\u001b[0;32m 796\u001b[0m \u001b[39mnot\u001b[39;00m candidates[\u001b[39m'\u001b[39m\u001b[39mqp_solvers\u001b[39m\u001b[39m'\u001b[39m]:\n\u001b[1;32m--> 797\u001b[0m \u001b[39mraise\u001b[39;00m error\u001b[39m.\u001b[39mSolverError(\n\u001b[0;32m 798\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mProblem is mixed-integer, but candidate \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 799\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mQP/Conic solvers (\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m) are not MIP-capable.\u001b[39m\u001b[39m\"\u001b[39m \u001b[39m%\u001b[39m\n\u001b[0;32m 800\u001b[0m (candidates[\u001b[39m'\u001b[39m\u001b[39mqp_solvers\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m+\u001b[39m\n\u001b[0;32m 801\u001b[0m candidates[\u001b[39m'\u001b[39m\u001b[39mconic_solvers\u001b[39m\u001b[39m'\u001b[39m]))\n\u001b[0;32m 803\u001b[0m \u001b[39mreturn\u001b[39;00m candidates\n", - "\u001b[1;31mSolverError\u001b[0m: Problem is mixed-integer, but candidate QP/Conic solvers ([]) are not MIP-capable." - ] + "data": { + "text/plain": [ + "8.68944516654463" + ] + }, + "execution_count": 298, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -685,13 +683,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 299, "id": "0f482be2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ "<Figure size 1400x800 with 4 Axes>" ] @@ -707,27 +705,30 @@ "#axs[0, 0].set_title(\"Température extérieure à Montréal\")\n", "fig.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs[0,0].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,0].grid('on', alpha=0.3)\n", "\n", - "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='purple', alpha=0.4)\n", + "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='darkcyan',alpha=0.4)\n", + "axs[0,1].bar(np.arange(n), p_n_i.value+p_r_i.value,color='turquoise',alpha=0.4)\n", "axs[0,1].set_title(\"Puissance totale de la pompe (W)\")\n", "axs[0,1].set_ylim(-30,1030)\n", - "axs[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,1].grid('on', alpha=0.3)\n", "\n", - "axs[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs[1,0].set_ylim(-30,1030)\n", - "axs[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,0].grid('on', alpha=0.3)\n", "\n", - "axs[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs[1,1].set_ylim(-30,1030)\n", - "axs[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,1].grid('on', alpha=0.3)\n", "\n", "fig.suptitle(\"Graphes de la solution optimale pour x=2h (Coût optimal={})\".format(objectif.value))\n", @@ -737,7 +738,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 300, "id": "4189d852", "metadata": {}, "outputs": [ @@ -747,7 +748,7 @@ "8.394198342520985" ] }, - "execution_count": 85, + "execution_count": 300, "metadata": {}, "output_type": "execute_result" } @@ -775,13 +776,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 301, "id": "1d05bc1e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ "<Figure size 1400x800 with 4 Axes>" ] @@ -797,27 +798,30 @@ "#axs[0, 0].set_title(\"Température extérieure à Montréal\")\n", "fig.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs[0,0].plot(np.arange(n+1), T_i.value, color='red',alpha=0.4)\n", "axs[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,0].grid('on', alpha=0.3)\n", "\n", - "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='purple', alpha=0.4)\n", + "axs[0,1].plot(np.arange(n), p_n_i.value+p_r_i.value,color='darkcyan',alpha=0.4)\n", + "axs[0,1].bar(np.arange(n), p_n_i.value+p_r_i.value,color='turquoise',alpha=0.4)\n", "axs[0,1].set_title(\"Puissance totale de la pompe (W)\")\n", "axs[0,1].set_ylim(-30,1030)\n", - "axs[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[0,1].grid('on', alpha=0.3)\n", "\n", - "axs[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,0].bar(np.arange(n), p_n_i.value, color='turquoise',alpha=0.4)\n", "axs[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs[1,0].set_ylim(-30,1030)\n", - "axs[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,0].grid('on', alpha=0.3)\n", "\n", - "axs[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs[1,1].set_ylim(-30,1030)\n", - "axs[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs[1,1].grid('on', alpha=0.3)\n", "\n", "fig.suptitle(\"Graphes de la solution optimale pour x=2h (Coût optimal={})\".format(objectif.value))\n", @@ -830,9 +834,9 @@ "id": "348d4df8", "metadata": {}, "source": [ - "Rappelons nous de la solution optimale du problème d'origine qui était de 8.182 \\$. En imposant comme contrainte que la pompe doit rester allumée ou éteinte quatre heures consécutives nous observons un coût de 8.689 \\$ (ce qui représente une hausse de 6.2%) et en imposant cette fois ci qu'elle doit rester allumée ou éteinte à chaque fois durant deux heures consécutives nous observons un prix de 8.394 $ (ce qui représente ne hausse de 2.6%). Ces résultats correspondent aux attentes, la contrainte x=2 est plus restrictive que le problème que le problème de départ et celle de x=4 l'est plus encore. Il est donc normal de rencontrer une augmentation du prix comme il sera plus compliqué de répondre aux contraintes. \n", + "Rappelons-nous de la solution optimale du problème d'origine qui était de 8.182\\\\$. En imposant comme contrainte que la pompe doit rester allumée ou éteinte quatre heures consécutives nous observons un coût de 8.689\\\\$ (ce qui représente une hausse de 6.2%) et en imposant cette fois ci qu'elle doit rester allumée ou éteinte à chaque fois durant deux heures consécutives nous observons un prix de 8.394 $ (ce qui représente ne hausse de 2.6%). Ces résultats correspondent aux attentes, la contrainte x=2 est plus restrictive que le problème que le problème de départ et celle de x=4 l'est plus encore. Il est donc normal de rencontrer une augmentation du prix comme il sera plus compliqué de répondre aux contraintes. \n", "\n", - "Pour le temps d'exécution, la solution optimale est obtenue en 0.091 seconde, 2.7 secondes, 7.8 secondes respectivement pour le problème initial, le problème avec x=4h et le problème avec x=2h. Les deux derniers problèmes ajoutent un grand nombre de contraintes (672) et de variables, ce qui augmente les calculs nécessaires pour atteindre l'optimum. Pour les variables nous avons respectivement 42 et 84 variables de plus pour le problème avec x=4 et le problème avec x=2. Le second cas comprend significativement plus de variables ce qui explique également le temps supplémentaire pris." + "Pour le temps d'exécution, la solution optimale est obtenue en 0.091 seconde, 2.7 secondes, 7.8 secondes respectivement pour le problème initial, le problème avec x=4h et le problème avec x=2h. Les deux derniers problèmes ajoutent un grand nombre de contraintes (2*672) et de variables, ce qui augmente les calculs nécessaires pour atteindre l'optimum. Pour les variables nous avons respectivement 42 et 84 variables de plus pour le problème avec x=4 et le problème avec x=2. Le second cas comprend significativement plus de variables ce qui explique également le temps supplémentaire pris." ] }, { @@ -861,12 +865,12 @@ "id": "bf51cba6", "metadata": {}, "source": [ - "Il est nécessaire d'ajouter la contrainte suivante : \n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le My_i\\\\ $\n", + "On va utiliser le \"big M\". Il est nécessaire d'ajouter la contrainte suivante : \n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le My_i\\\\ $\n", "et de modifier la fonction objectif de la sorte : \n", "$$ \\min_{p_{n_i}, p_{r_i}, T_i, \\Delta T_i, y_i} \\sum_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i}) + y_if $$ \n", "où $y_i$ est une variable binaire valant 0 ou 1, $M$ est une constante relativement élevée devant $p_{n_i}$ et $p_{r_i}$ et où $f$ représente le coût fixe supplémentaire.$\\\\$\n", - "Ainsi, lorsque $p_{n_i}$ et $p_{r_i}$ sont nuls, $y_i$ l'est également pour minimiser la fonction objectif et cela n'engendre ainsi aucun coût supplémentaire. A l'inverse, si $p_{n_i}$ ou $p_{r_i}$ prennent des valeurs différentes de 0, c'est-à -dire lorsque la pompe est utilisée, $y_i$ devient forcé de prendre la valeur 1 pour ne pas violer cette nouvelle contrainte, entraînant de la sorte un coût fixe supplémentaire $f$. " + "Ainsi, lorsque $p_{n_i}$ et $p_{r_i}$ sont nuls, $y_i$ l'est également pour minimiser la fonction objectif et cela n'engendre ainsi aucun coût supplémentaire. A l'inverse, si $p_{n_i}$ ou $p_{r_i}$ prennent des valeurs strictement positives, c'est-à -dire lorsque la pompe est utilisée, $y_i$ est forcée de prendre la valeur 1 pour ne pas violer cette nouvelle contrainte, entraînant de la sorte un coût fixe supplémentaire $f$. " ] }, { @@ -882,8 +886,8 @@ "id": "99ecd372", "metadata": {}, "source": [ - "(b) Reprenons à présent les variables d'activations $x_i$ de la question 1.5. Un passage d'un état \"éteint\" à l'état \"allumé\" s'exprime lorsque $x_i$ - $x_{i-1}$ = 1. A l'inverse, un passage d'un état \"allumé\" à l'état \"éteint\" s'exprime lorsque $x_i$ - $x_{i-1}$ = -1. Nous pouvons exprimer cette condition sous cette forme : $$\\sum_{i=1}^{n/N} \\left| x_i - x_{i-1} \\right| \\le 2A $$ où $n$ est le nombre total d'intervalles, $N$ est la taille des sous-intervalles que l'on définit à la question 1.5, et $A$ représente le nombre total d'allumages autorisé. Nous avons ici une somme de valeurs absolues afin d'éviter l'annulation de proche en proche d'un allumage suivi d'un éteignage. Nous avons donc que cette somme doit être inférieure ou égale à $2A$ car un allumage est toujours suivi d'un éteignage (sauf éventuellement pour le dernier). Cette condition sous forme linéaire peut s'exprimer en introduisant une nouvelle variable $a_i$ ainsi que deux nouvelles contraintes: $$\\sum_{i=1}^{n/N} a_i \\le 2A $$\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad -a_i \\le x_i - x_{i-1} \\le a_i$\n" + "(b) Reprenons à présent les variables d'activation $x_i$ de la question 1.5. Un passage d'un état \"éteint\" à l'état \"allumé\" s'exprime lorsque $x_i$ - $x_{i-1}$ = 1. A l'inverse, un passage d'un état \"allumé\" à l'état \"éteint\" s'exprime lorsque $x_i$ - $x_{i-1}$ = -1. Nous pouvons exprimer cette condition sous cette forme : $$\\sum_{i=1}^{n/4h} \\left| x_i - x_{i-1} \\right| \\le 2A $$ où $n$ est le nombre total d'intervalles, $h$ est la durée (en heure) definie à la question 1.5, et $A$ représente le nombre total d'allumages autorisé. Nous avons ici une somme de valeurs absolues afin d'éviter l'annulation de proche en proche d'un allumage suivi d'un éteignage. Nous avons donc que cette somme doit être inférieure ou égale à $2A$ car un allumage est toujours suivi d'un éteignage (sauf éventuellement pour le dernier). On peut remplacer la valeur absolue en exprimant cette condition sous forme linéaire. On introduit pour cela une nouvelle variable $a_i$ ainsi que deux nouvelles contraintes : $$\\sum_{i=1}^{n/4h} a_i \\le 2A $$\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad -a_i \\le x_i - x_{i-1} \\le a_i$\n" ] }, { @@ -954,7 +958,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 302, "id": "ac4d6894", "metadata": {}, "outputs": [], @@ -980,7 +984,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 303, "id": "096c6386", "metadata": {}, "outputs": [], @@ -1008,13 +1012,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 304, "id": "3b228554", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1038,7 +1042,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 305, "id": "b331c627", "metadata": {}, "outputs": [], @@ -1064,8 +1068,9 @@ "$$ \\min_{I_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}I_i \\quad \\text{tel que}\\\\ $$\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget\\\\$\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_0=T_{initial}\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_n=T_{final}\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad T_{i+1}=T_i+\\Delta T_i \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{n_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad 0 \\le p_{r_i} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad p_{n_i}+p_{r_i} \\le p_{max} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\Delta T_i = -(1-\\eta)(T_i-T_{ext_i}) + \\frac{0,25p_{n_i}COP_n(T_{ext_i})}{C_xV} + \\frac{0,25p_{r_i}COP_r}{C_xV} \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad I_i \\ge f_{froid}(T_i) \\qquad ,\\forall i \\in [0,n-1]\\\\ $\n", @@ -1104,7 +1109,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 306, "id": "f2d615c4", "metadata": {}, "outputs": [ @@ -1114,7 +1119,7 @@ "6681.201308241339" ] }, - "execution_count": 42, + "execution_count": 306, "metadata": {}, "output_type": "execute_result" } @@ -1147,13 +1152,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 307, "id": "e6d9554a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1167,27 +1172,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1214,7 +1221,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 308, "id": "852abdb9", "metadata": {}, "outputs": [ @@ -1224,13 +1231,13 @@ "0.0" ] }, - "execution_count": 44, + "execution_count": 308, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# ...et on retourne à nouveau à l'intervalle 22054...\n", + "# ...et on retourne à nouveau à l'intervalle 22054\n", "intervalle_initial = 22504\n", "heure_initiale = 0\n", "T_ext = data[intervalle_initial:intervalle_initial+n]\n", @@ -1257,13 +1264,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 309, "id": "27b25fce", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1277,27 +1284,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1319,9 +1328,9 @@ "id": "cef532c6", "metadata": {}, "source": [ - "L'objectif était de minimiser l'inconfort occasionné par la température en fonction d'un budget donné, fixé ici à 3\\$. La pénalité minimale liée à l'inconfort est de 6681.20 pour l'intervalle de départ 13050 et de 0.0 pour le 22504ème intervalle avec un budget utilisé de 2.262\\$. Notre code s'exécute en respectivement 0.04708 et 0.03928 secondes pour les deux semaines testées.\n", + "L'objectif était de minimiser l'inconfort occasionné par la température en fonction d'un budget donné, fixé ici à 3\\\\$. La pénalité minimale liée à l'inconfort est de 6681.20 pour l'intervalle de départ 13050 et de 0.0 pour le 22504ème intervalle avec un budget utilisé de 2.262\\\\$. Notre code s'exécute en respectivement 0.04708 et 0.03928 secondes pour les deux semaines testées.\n", "\n", - "Lorsque les températures extérieures sont proches des températures ne causant aucun inconfort, il est moins coûteux de rester dans la plage confortable. 3\\$ suffisent en commençant à l'intervalle 22504 (l'inconfort est donc nul), mais pas pour 13050. Les pics d'inconfort surviennent évidemment durant les pics de températures trop basses." + "Lorsque les températures extérieures sont proches des températures ne causant aucun inconfort, il est moins coûteux de rester dans la plage confortable. 3\\\\$ suffisent en commençant à l'intervalle 22504 (l'inconfort est donc nul), mais pas pour 13050. Les pics d'inconfort surviennent évidemment durant les pics de températures trop basses." ] }, { @@ -1369,30 +1378,32 @@ "$I(T) = 0 \\qquad \\qquad T_{min} \\lt T \\lt T_{max}$ \n", "\n", "$I(T) = (T-T_{max})^2 \\qquad T \\gt T_{max}$ \n", - "$\\\\$ nous avons décidé de rendre cette fonction linéaire en l'approximant par six tangentes, en plus de l'axe des abscisses. Celle-ci étant convexe, l'épigraphe ainsi formé l'est également. Nous allons dès lors pouvoir à nouveau effectuer la technique de l'épigraphe. Voici l'équation des tangentes (approximation de Taylor) pour $T_{min}$=19°C et $T_{max}$=21°C de la courbe quadratique aux abscisses 17, 18, 18.5, 21.5, 23 et 25 :\n", + "$\\\\$ nous avons décidé de rendre cette fonction linéaire en l'approximant par six tangentes, en plus de l'axe des abscisses. Celle-ci étant convexe, l'épigraphe ainsi formé l'est également. Nous allons dès lors pouvoir à nouveau effectuer la technique de l'épigraphe. Voici l'équation des tangentes (approximation de Taylor) pour $T_{min}$=19°C et $T_{max}$=21°C de la courbe quadratique aux abscisses 13, 17, 18, 22, 23 et 27 :\n", "\n", - "$f_1(T) = 12 - 12(T - 17)$\n", + "$f_1(T) = 108 - 36(T - 13)$\n", "\n", - "$f_2(T) = 3 - 6(T - 18)$ \n", + "$f_2(T) = 12 - 12(T - 17)$ \n", "\n", - "$f_3(T) = 0.75 - 3(T - 18.5)$\n", + "$f_3(T) = 3 - 6(T - 18)$\n", "\n", - "$f_4(T) = 0.25 + (T - 21.5)$\n", + "$f_4(T) = 1 + 2(T - 22)$\n", "\n", "$f_5(T) = 4 + 4(T - 23)$\n", "\n", - "$f_6(T) = 16 + 8(T - 25)$" + "$f_6(T) = 36 + 12(T - 27)$\n", + "\n", + "On a choisi des abscisses entre 13 et 27 car les températures intérieurs sont principalement dans ces valeurs de température. Dans tous les cas, les tangentes sous-évaluent l'inconfort réel puisqu'elles se trouvent en-dessous de la fonction objectif (qui est convexe)." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 310, "id": "57d9bdeb", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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blyeRDtmZ4OzZs2zfvp033ngDpRT37t0DoF27dsyZM4fZs2en6Lfh5eWVYj9eXl4kJCQQHR2Nu7t7mmVtbGzw8PDg9u3bJttTS2Ru376d6nZvb2/j7cns7e3p1KkTH330EdWqVSMgIOAJNf/P4yOM7Ozs0t2e3GE2OjqaV155BQcHBz7//HNeeOEFnJycuHTpEm3btiU2NjbDMTzq9u3bqY4ASq3eAB4eHibXkzsZPun4t2/fTvO5fNT169cBqFmzZqr7yYphs496Uv2S+7D5+PikuY/kxyyt15PBYODu3bs4OTll+LjpHcvLyyvFl3rhwoWxsbHJ0Gv/aV2/fp2zZ8+m+uEPcOvWLZPrj9cNtPo9z2s2o+/V1I7/LM/ps8Ro6e+rTp06sWnTJkaMGEHNmjVxc3NDp9MRFBT0XM9tYmIiU6dOZerUqamWefz19SyfqS4uLsbt6T1+t2/fxsfHh+vXr/PHH39k+DWf2uvzt99+o0OHDrRv356PPvoILy8vbGxsmD59unH0dmZLLY6nrcuTSHKUCWbPno1Sil9//ZVff/01xe3z5s3j888/N/kFFRERkaJcREQEdnZ2Ji/w5O1FixY1Xk9MTOT27dspPnhS+3Xo4eHBtWvXUmy/evUqAAULFjRuO378OCNHjqRmzZrs37+fSZMmMWjQoLSqnSk2b97M1atX2bp1q/FsEWBMMJ/V09T7eY+T1nP5qOTj/frrr/j5+WXKsTNTckfS5F+UqUl+vaX1uFpZWT332ZtHj7Vv3z6UUiav6xs3bpCYmJji+cuMMyMFCxbE0dExzQ/0zHrNpCWzX7MZeU6flqW/ryIjI1m9ejWjRo3ik08+MW6Pj4/nzp07z7zf/PnzY21tzTvvvJPmiLDixYs/8/5Tk97jl/xeLliwIJUqVeKLL75IdR/JSW+y1N5nCxYsoHjx4ixdutTk9scHTqQnuRUlPj7eZPRbWglNanE8bV2eRJKj55SUlMS8efMoWbIkP/30U4rbV69ezcSJE1m7dq3JadLffvuNr776yviiuH//Pn/88QevvPKKSRIFsHDhQqpXr268vmzZMhITEzM0j0bjxo1ZsWIFV69eNXlxzJ8/HycnJ15++WUAHjx4QPv27fH392fLli188sknfPLJJ9StWzdLpyNIfpE/Phx05syZKco++qvzScM2GzduzLhx4zh06BDVqlUzbp8/fz46nY6GDRs+b+iA1rSyatUqrl+/bjyFnZSUxNKlS03KBQYGYmNjw7lz53jjjTcy5diZqU6dOri7uzNjxgzefPPNVD98ypQpQ9GiRVm0aBFDhgwxlnnw4AHLly83jmDLDI0bN2bZsmWsXLmSNm3aGLfPnz/fePuTZPQsRbIWLVowduxYPDw8Mv2LKiMy+l7NqIw8pyDvq0fpdDqUUik+j3766acU3R1Sk9ZrzsnJiYYNG3L48GEqVapkPNuTlTZt2pTq41eyZEnj2cQWLVoQGhpKyZIln/mHjU6nw87OzuT1FRERkWK0GqR9ZjX5bOSxY8dMzgL+8ccfGY4jM+ryKEmOntPatWu5evUq48ePTzVZqVChAt999x2zZs0ySY6sra0JCAhg0KBBGAwGxo8fT1RUlHFI4qN+++03bGxsCAgI4MSJE4wYMYLKlSvToUOHJ8Y3atQoY1vsyJEjKVCgAAsXLmTNmjVMmDDB2Hz3wQcfcPHiRf7880+cnZ2ZOHEie/bs4c033+Tw4cPky5fvmR+j9NSpU4f8+fPzwQcfMGrUKGxtbVm4cCFHjx5NUbZixYoAjB8/nubNm2NtbZ3mB83AgQOZP38+r732GmPGjMHPz481a9Ywbdo0PvzwwxTt1c9q+PDhrFq1ikaNGjFy5EicnJz4/vvvUwz99vf3Z8yYMQwbNox///2XZs2akT9/fq5fv258zFN77rOLi4sLEydOpEePHjRp0sQ4U+7Zs2c5evQo3333HVZWVkyYMIHOnTvTokULevbsSXx8PF999RX37t3jyy+/zLR4unTpwvfff0/Xrl0JDw+nYsWK7Ny5k7FjxxIUFESTJk2euA9XV1f8/Pz4/fffady4MQUKFKBgwYJpTrg4YMAAli9fzquvvsrAgQOpVKkSBoOBixcvEhYWxuDBg7P0h0JG36sZlZHnFOR99Sg3NzdeffVVvvrqK+NrZdu2bcyaNStDn4Hpvea++eYb6tWrxyuvvMKHH36Iv78/9+/f5+zZs/zxxx8p+ms9r4IFC9KoUSNGjBiBs7Mz06ZN4++//zYZzj9mzBg2bNhAnTp16NevH2XKlCEuLo7w8HBCQ0OZMWPGE5tlk4fV9+rVi3bt2nHp0iU+++wzihQpkqK/bcWKFdm6dSt//PEHRYoUwdXVlTJlyhAUFESBAgXo3r07Y8aMwcbGhrlz53Lp0qUM1zcz6mLiqbpvixRat26t7Ozs1I0bN9Is8+abbyobGxsVERFh7PU/fvx4NXr0aOXj46Ps7OxU1apV1fr1603ul9yD/+DBg6ply5bKxcVFubq6qrfeektdv37dpKyfn5967bXXUj3+X3/9pVq2bKnc3d2VnZ2dqly5spozZ47x9h9//FEBJtuU0ob5urm5qdatWxu3pTVa7auvvjK5b/KIi0eHjSr13+iDR0cE7d69W9WuXVs5OTmpQoUKqR49eqhDhw6liCk+Pl716NFDFSpUSOl0OpNRDI+PqlFKqQsXLqhOnTopDw8PZWtrq8qUKaO++uork5FWacWvlMrwSKddu3apl19+Wdnb2ysvLy/10UcfqR9++CHFKAullFq5cqVq2LChcnNzU/b29srPz0+1a9dObdy4Md1jPO9otcefh+R6P/6ch4aGqvr16ytnZ2fjUOpHh5En1+Gll15SDg4OytnZWTVu3Fjt2rXLpEzya/fxoc+pjT5JbbSaUkrdvn1bffDBB6pIkSLKxsZG+fn5qU8//dQ4zDwZqYz8SrZx40ZVtWpVZW9vr4BUR8o8Kjo6Wg0fPlyVKVNG2dnZGYdeDxw40GTkT1rHTO11mJq07v+k96pSmf+cyvvK9H11+fJl9cYbb6j8+fMrV1dX1axZM3X8+PEMP7fpvebOnz+vunXrpooWLapsbW1VoUKFVJ06ddTnn3+eIqaMfHYqlfp7Lfn1NW3aNFWyZElla2urypYtqxYuXJgi3ps3b6p+/fqp4sWLK1tbW1WgQAFVvXp1NWzYMBUdHW2MO63nUymlvvzyS+Xv76/s7e1VuXLl1I8//pjqCLQjR46ounXrKicnJwWYfJf8+eefqk6dOsrZ2VkVLVpUjRo1yjglzuOj1dL6rstIXTJK9/CBFNkkPDyc4sWL89VXXzFkyJB0y4aEhDB69Ghu3ryZ5f0dhBBCWAadTkfv3r2NZwfF05Oh/EIIIYQQj5DkSAghhBDiEdKsJoQQQgjxCDlzJIQQQgjxCEmOhBBCCCEeIcmREEIIIcQjZBLIZ2AwGLh69Squrq6ZtqCjEEIIIbKWUor79+/j7e2d7tp7khw9g6tXr6ZYOVsIIYQQucOlS5fSnTFbkqNn4OrqCmgPrpubm9ni0Ov1hIWF0bRp0zRXIrYkeam+UlfLlZfqK3W1XLm1vlFRUfj6+hq/x9MiydEzSG5Kc3NzM3ty5OTkhJubW656cT6rvFRfqavlykv1lbpartxe3yd1iZEO2UIIIYQQj5DkSAghhBDiEZIcCSGEEEI8QvocCSFEHpOUlIRer8/y4+j1emxsbIiLiyMpKSnLj2dOeamukHPra2tri7W19XPvR5IjIYTII5RSREREcO/evWw7npeXF5cuXbL4OeHyUl0hZ9c3X758eHl5PVdckhwJIUQekZwYFS5cGCcnpyz/UjMYDERHR+Pi4pLuhHuWIC/VFXJmfZVSxMTEcOPGDQCKFCnyzPuS5EgIIfKApKQkY2Lk4eGRLcc0GAwkJCTg4OCQY75As0peqivk3Po6OjoCcOPGDQoXLvzMTWw5p0ZCCCGyTHIfIycnJzNHIkTWSn6NP0+/OkmOhBAiD8lp/UOEyGyZ8RqX5EgIIYQQOcLcuXNZu3atucOQ5EgIIYRIj06nY+XKleYOI8fJnz9/pj4uv/32GxMmTODll1/OtH0+K0mOhBBC5GgRERH07duXEiVKYG9vj6+vLy1btmTTpk3mDi1P+/vvv2nevHmm7Ovff/9l+PDhrF27lvz582fKPp+HjFYTQgiRY4WHh1O3bl3y5cvHhAkTqFSpEnq9nvXr19O7d2/+/vvvLDt2QkICdnZ2WbZ/c8msenl6emJvb58JEUGJEiU4efJkpuwrM8iZoxzmwQO4fdvcUQghRM7Qq1cvdDodf/75J+3ateOFF17gxRdfZNCgQezdu9dY7uLFi7Rq1QoXFxfc3Nzo0KED169fN94eHBxM69atTfY9YMAAGjRoYLzeoEED+vTpw6BBgyhYsCABAQHG265du0bz5s1xdHSkePHi/PLLLyb7unLlCt26dcPDwwMPDw9atWpFeHh4mvVKSkqie/fuFC9eHEdHR8qUKcM333xjUiY55tGjR1O4cGHc3Nzo2bMnCQkJKWLu06cP+fLlw8PDg+HDh6OUMpbx9/fn888/Jzg4GHd3d9577z0Ali9fzosvvoi9vT3+/v5MnDjReJ8xY8bg7e3N7Ue+kF5//XVeffVVDAYDYNqsFh4ejk6nY9myZbzyyis4OjpSs2ZN/vnnH/bv30+NGjVwcXGhWbNm3Lx506Sec+bMoVy5cjg4OFC2bFmmTZuW4rHt2LEj+fPnz9BjmxkkOcpBxo6FfPlg/HhzRyKEyCsePEj7Ly4u42VjYzNW9mncuXOHdevW0bt3b5ydnVPcni9fPkCb/K9169bcuXOHbdu2sWHDBs6dO0fHjh2f7oDAvHnzsLGxYdeuXcycOdO4fcSIEbzxxhscPXqUt99+m7feeotTp04BEBMTQ+PGjXF2dmbr1q3s3LnTmAg8msg8ymAw4OPjw7Jlyzh58iQjR47kf//7H8uWLTMpt2nTJk6dOsWWLVtYvHgxK1asYPTo0anGvG/fPr799lsmT57MTz/9ZFLmq6++okKFChw8eJARI0Zw8OBBOnTowJtvvslff/1FSEgII0aMYO7cuQAMGzYMf39/evToAcCMGTPYvn07P//8c7rzGo0aNYrhw4dz6NAhbGxseOuttxg6dCjffPMNO3bs4Ny5c4wcOdJY/scff2TYsGF88cUXnDp1irFjxzJixAjmzZtnfGwbNmyIi4sL27dvz9BjmymUeGqRkZEKUJGRkZm63/nzlQKlatbMWPmEhAS1cuVKlZCQkKlx5FR5qb5SV8tlrvrGxsaqkydPqtjYWJPtkPZfUJDpPpyc0i5bv75p2YIFUy/3NPbt26cA9dtvv6VbLiwsTFlbW6uLFy8at504cUIB6s8//1RKKdW1a1fVqlUrk/v1799f1X8k8Pr166sqVaqk2D+gPvjgA5NtL730kvrwww+VUkrNmjVLlSlTRt25c0clJSUppZSKj49Xjo6Oav369Rmub69evdQbb7xhvN61a1dVoEAB9eDBA+O26dOnKxcXF+Nx6tevr8qVK6cMBoOxzMcff6zKlStnvO7n56dat25tcqxOnTqpgIAAk20fffSRKl++vPH6uXPnlKurq/r444+Vk5OTWrBggfG2pKQkBajly5crpZQ6f/68AtRPP/1kLLN48WIFqE2bNhm3jRs3TpUpU8Z43dfXVy1atMgkjs8++0zVrl1bKfXfY/to/Z702Kb1Wlcq49/fcuYoB6lfX/t/6BBERZk3FiGEMDf1sGnoSfPWnDp1Cl9fX3x9fY3bypcvT758+YxndzKqRo0aqW6vXbt2iuvJ+z548CBnz57F19cXNzc3XFxcKFCgAHFxcZw7dy7NY82YMYMaNWpQqFAhXFxc+PHHH7l48aJJmcqVK5tM3Fm7dm2io6O5dOmScdvLL79s8hjVrl2bM2fOmCwI+3i9Tp06Rd26dU221a1b1+R+JUqU4Ouvv2b8+PG0bNmSzp07p1mXZJUqVTJe9vT0BKBixYom25KX97h58yaXLl2ie/fuuLi4GP8+//xz4+OW/Ni6uroab8/IY/u8pEN2DlKsGJQoAf/+C7t2QSYNAhBCiDRFR6d92+MrLzz8TkvV4y0t4eFa01FUVBRubm7PtMRE6dKl0el0nDp1KkV/oUcppVJNoB7dbmVlZdIPB1KfQTm15ru0JO/bYDBQvXp1pk+fnmKtsUKFCqV632XLljFw4EAmTpxI7dq1cXV15auvvmLfvn1PdeyMerxeqT1mjz8+ANu3b8fa2prw8HASExOxsUk/bbC1tU0R4+PbkvssJf//8ccfeemll0z2k7zsR/Jju3DhwhTHSuuxzQxy5iiHST57tG2beeMQQuQNzs5p/zk4ZLzswyWtnlj2aRQoUIDAwEC+//57HqTSYenevXuAdpbo4sWLJmdTTp48SWRkJOXKlQO0L9Jr166Z3P/IkSMZjuXRzt/J18uWLQtAtWrVOHPmDAULFqRUqVImf+7u7qnub8eOHdSpU4devXpRtWpVSpUqleqZkKNHjxL7SIeuvXv34uLigo+PT7qxlS5dOt11xcqXL8/OnTtNtu3evZsXXnjBeL+lS5fy22+/sXXrVi5dusRnn32W5v6ehaenJ0WLFuXff/9N8bgVL14c+O+xLVy4cIYf28wgyVFOotfT0XMrLtxn61ZzByOEEOY3bdo0kpKSqFWrFsuXL+fMmTOcOnWKb7/91tjU1aRJEypVqkTnzp05dOgQf/75J126dKF+/frG5qRGjRpx4MAB5s+fz5kzZxg1ahTHjx/PcBy//PILs2fP5p9//mHUqFH8+eef9OnTB4DOnTtTsGBBOnfuzI4dOzh//jzbtm2jf//+XL58OdX9lSpVigMHDrB+/Xr++ecfRowYwf79+1OUS0hIoHv37pw8eZK1a9cyatQo+vTpY3J26tKlSwwaNIjTp0+zePFipk6dSv/+/dOtz+DBg9m0aROfffYZ//zzD/PmzeO7775jyJAhAFy+fJkPP/yQ8ePHU69ePebOncu4ceNSJGLPKyQkhHHjxvHNN9/wzz//8NdffzFnzhwmTZoE/PfYtmrVKsOPbWaQ5CgnqV2bwC8bEsAGDhyA+/fNHZAQQphX8eLFOXToEA0bNmTw4MFUqFCBgIAANm3axPTp04H/ZrDOnz8/r776Kk2aNKFEiRIsXbrUuJ/AwEBGjBjB0KFDqVmzJvfv36dLly4ZjmP06NEsWbKESpUqMW/ePBYuXEj58uUBbaHTrVu34uPjQ7t27ShXrhzdunUjNjYWNze3VPf3wQcf0LZtWzp27MhLL73E7du36dWrV4pyjRs3pnTp0rz66qt06NCBli1bEhISYlKmS5cuxMbGUqtWLXr37k3fvn15//33061PtWrVWLZsGUuWLKFChQqMHDmSMWPGEBwcjFKK4OBgatWqZUwAAwIC6NOnD2+//TbR6bXFPqUePXrw008/MXfuXCpWrEj9+vWZO3eu8cyRk5MT27dvp1ixYrRt2zZDj21m0KnUGhlFuqKionB3dycyMjJzn5yBA2HKFHaU6c7hXj8RHAzp7V6v1xMaGkpQUJBJm66lykv1lbpaLnPVNy4ujvPnz1O8eHEcHm8vyyLP2+coN8mKugYHB3Pv3r10l+ho0KABVapUYcqUKZlyzIzKyc9teq/1jH5/56wa5XVBQQC8cn8t/fqqdBMjIYQQQmQNSY5ykldfBScnuHoVjh0zdzRCCCFEniRD+XMSe3to3Bj++IPbP4ey8kBlOnQAV1dzByaEECK7Jc9WnZ6tMnonS8iZo5zmYdPav9+H0qMHPDbSUgghhBBZLFclR9u3b6dly5Z4e3sbRyekpWfPnuh0uhSd1OLj4+nbty8FCxbE2dmZ119/PUuHAz61hzM/Vo/fTT7uypB+IYQQIpvlquTowYMHVK5cme+++y7dcitXrmTfvn14e3unuG3AgAGsWLGCJUuWsHPnTqKjo2nRooXJNOtm5ecHL76IlTLQlDC2bDF3QEIIIUTekqv6HDVv3pzmT1hT48qVK/Tp04f169fz2muvmdwWGRnJrFmz+Pnnn2nSpAkACxYswNfXl40bNxIYGJhlsT+VoCA4cYLmrKX7wY5ERkIWTgQqhBBCiEfkquToSQwGA++88w4fffQRL774YorbDx48iF6vp2nTpsZt3t7eVKhQgd27d6eZHMXHxxMfH2+8HvVwVVi9Xp/q2jzPSxcQgM1XX9HCei0qycCWLQZeey3ldFTJx86KGHKivFRfqavlMld99Xo9SikMBoNxTausljyNXvJxLVleqivk7PoaDAaUUuj1+hRLqGT0fWdRydH48eOxsbGhX79+qd4eERGBnZ0d+fPnN9nu6elJREREmvsdN24co0ePTrE9LCzMZLXkzKLT62nu6EjB2BtU4xBz5uRDpzuRZvkNGzZkegw5WV6qr9TVcmV3fW1sbPDy8iI6OpqEhIRsPfb9PDTdf16qK+TM+iYkJBAbG8v27dtJTEw0uS0mJiZD+7CY5OjgwYN88803HDp06KlXK05rRedkn376KYMGDTJej4qKwtfXl6ZNm2bZ9OXWgYGwciVBhLL60giCgvxSlNHr9WzYsIGAgIA8M7NwXqmv1NVymau+cXFxXLp0CRcXl2ybIVspxf3793F1dX3qz+XcJi/VFXJ2fePi4nB0dOTVV19NdYbsjLCY5GjHjh3cuHGDYsWKGbclJSUxePBgpkyZQnh4OF5eXiQkJHD37l2Ts0c3btygTp06ae7b3t4ee3v7FNttbW2z7sOtRQtYuZIBL4QyYOPIdI+TpXHkQHmpvlJXy5Xd9U1KSkKn02FlZZVtyz0kN7ckH/dpPelLt2vXrhmaCyg7PKmu/v7+DBgwgAEDBmRzZFnjeZ/brGRlZYVOp0v1PZbR95zFJEfvvPOOsZN1ssDAQN555x3effddAKpXr46trS0bNmygQ4cOAFy7do3jx48zYcKEbI85XQ87nhc48yck3QQKmTceIYTIZteuXTNeXrp0KSNHjuT06dPGbY6OjuYIS+QBOSvde4Lo6GiOHDnCkSNHADh//jxHjhzh4sWLeHh4UKFCBZM/W1tbvLy8KFOmDADu7u50796dwYMHs2nTJg4fPszbb79NxYoVUyRWZuftDVWqgFIQFmbuaIQQItt5eXkZ/9zd3dHpdMbrtra2fPDBB/j4+ODk5ETFihVZvHixyf0bNGhAv379GDp0KAUKFMDLyyvFivZ///039erVw8HBgfLly7Nx48YU8+hduXKFjh07kj9/fjw8PGjVqhXh4eHG24ODg2nTpg1Tp06laNGieHh40Lt3b2Pn3wYNGnDhwgUGDhyITqczOSO2e/duXn31VRwdHfH19aVfv348ePDAePu0adMoXbo0Dg4OeHp60q5du8x7gEWaclVydODAAapWrUrVqlUBGDRoEFWrVmXkyJEZ3sfkyZNp3bo1HTp0oG7dujg5OfHHH3+k6NGeIzw8e3Tsy1CCg80bihDCwigFDx6Y50+lHH37tOLi4qhevTqrV6/m+PHjvP/++7zzzjvs27fPpNy8efNwdnZm3759TJgwgTFjxhg7wxsMBlq3bo2TkxP79u3jhx9+YNiwYSb3j4mJoWHDhri4uLB9+3Z27tyJi4sLzZo1M+nYvnXrVs6fP8+mTZuYN28ec+fONTb5/fbbb/j4+DBmzBiuXbtmPCP2119/ERgYSNu2bTl27BhLly5l586d9OnTB9C+8/r168eYMWM4ffo069at49VXX33ux05kgBJPLTIyUgEqMjIyaw+0Y4dSoG5RQFmRqK5fN705ISFBrVy5UiUkJGRtHDlEXqqv1NVymau+sbGx6uTJkyo2NlbbEB2tlJamZP9fdPRTxz9nzhzl7u6ebpmgoCA1ePBg4/X69eurevXqmZSpWbOm+vjjj5VSSq1du1bZ2Nioa9euGW/fsGGDAtSKFSuUUkrNmjVLlSlTRhkMBmOZ+Ph45ejoqNavX6+UUqpr167Kz89P3bp1SyUlJSmllGrfvr3q2LGj8T5+fn5q8uTJJrG888476v333zfZtmPHDmVlZaViY2PV8uXLlZubm4qKikq33uaQlJSk7t69a6xvTpLitf6IjH5/W0yfI4v08suQLx8e9+5Qiz/ZurU2D7tKCSFEnpaUlMSXX37J0qVLuXLlinE+OmdnZ5NylSpVMrlepEgRbty4AcDp06fx9fXFy8vLeHutWrVMyh88eJCzZ8/i+tgK4HFxcZw7d854vXz58iYtEEWKFOGvv/5Ktw7J+164cKFxm3o4b9D58+cJCAjAz8+PEiVK0KxZM5o1a0abNm2yZAoZYUqSo5zMxgYCA2HpUoIIZcsWSY6EEJnEyQmio7P0EAaDgaioKNzc3ExHNGXCl/vEiROZPHkyU6ZMoWLFijg7OzNgwIAUczg9PjpJp9MZR1qpJ0zjklyH6tWrmyQwyQoV+m+gTHrHSW/fPXv2THVuvmLFimFnZ8ehQ4fYunUrYWFhjBw5kpCQEPbv30++fPnS3bd4PpIc5XRBQcbkqNPmz8wdjRDCUuh08NhZlkxnMEBSknacTB7uvWPHDlq1asXbb7/98FAGzpw5Q7ly5TK8j7Jly3Lx4kWuX7+Op6cnAPv37zcpU61aNZYuXUrhwoWfa147Ozu7FGt4VqtWjRMnTlCqVKk072djY0OTJk1o0qQJo0aNIl++fGzevJm2bds+cyziyXJVh+w8qVkzAKpziMh/IrhyxczxCCFEDlCqVCk2bNjA7t27OXXqFD179kx3pYPUBAQEULJkSbp27cqxY8fYtWuXsUN28hmlzp07U7BgQVq1asWOHTs4f/4827Zto3///ly+fDnDx/L392f79u1cuXKFW7duAfDxxx+zZ88eevfuzZEjRzhz5gyrVq2ib9++AKxevZpvv/2WI0eOcOHCBebPn4/BYDCOwBZZR5KjnK5wYahRA4BmrGPzZjPHI4QQOcCIESOoVq0agYGBNGjQAC8vL1q3bv1U+7C2tmblypVER0dTs2ZNevTowfDhwwGMMys7OTmxfft2ihUrRtu2bSlXrhzdunUjNjb2qc4kjRkzhvDwcEqWLGlsjqtUqRLbtm3jzJkzvPLKK1StWpURI0ZQpEgRAPLly8dvv/1Go0aNKFeuHDNmzGDx4sWprh0qMpc0q+UGQUFw4ACtbEO5dDfY3NEIIUS2Cw4OJviROU0KFChgMhdRarZu3Zpi2+P3KVu2LDt37jRe37VrF4BJU5eXlxfz5s1L8zhz58419q9KNmXKFJMyL7/8MkePHk1x35o1axKWxlx29erVS7UOIutJcpQbBAXBmDG0dgpD96EeyDtLLAghRFZasWIFLi4ulC5dmrNnz9K/f3/q1q1LyZIlzR2aMCNpVssNatSAggXRRUbCnj3mjkYIISzG/fv36dWrF2XLliU4OJiaNWvy+++/mzssYWaSHOUG1tbGjtlqTSixsWaORwghLESXLl04c+YMcXFxXL58mblz5+Lh4WHusISZSXKUWwQFAfD35LWylIgQQgiRhSQ5yi2aNkVZWVFOf4y/N17mCXOLCSGEEOIZSXKUW3h4oGq9BECtO2s5ftzM8QghhBAWSpKjXMTqNa1pLYhQNm0yczBCCCGEhZLkKDd52O+oCRvZFhZv5mCEEEIIyyTJUW5SpQr6gl64Ek3i1p3o9eYOSAghhLA8khzlJlZW2LRoDkCDuLUcOJD+atJCCJHXbd26FZ1Ox71798wdCsHBwU+9xIkwD0mOchldkJYcvZ0/lPz5lZmjEUKIrBUcHIxOp0On02Fra0uJEiUYMmQIDx48yND969Spw7Vr13B3d3+qY+bUJMbf3z/F0iQi88nyIblNQABYW+N19xQe9uf519zxCCFEFmvWrBlz5sxBr9ezY8cOevTowYMHD5g+ffoT72tnZ4eXl1c2RCksiZw5ym3y5YO6dQGwWr/evLEIIfKky5cvs2XLFi5fvpwtx7O3t8fLywtfX186depE586djQvIxsfH069fPwoXLoyDgwP16tVj//79xvs+3qw2d+5c8uXLx/r16ylXrhwuLi40a9aMa9euARASEsK8efP4/fffjWestm7dSkJCAn369KFIkSI4ODjg7+/PuHHj0ow5KSmJQYMGkS9fPjw8PBg6dChKmZ7tV0oxYcIESpQogaOjI5UrV+bXX39Nc58NGjTgwoULDBw40BgbwO3bt3nrrbfw8fHBycmJihUrsnjx4hT37devH0OHDqVAgQJ4eXkREhJiUubvv/+mXr16ODg4UL58eTZu3IhOpzNZrPfKlSt07NgRDw8PSpQoQevWrQkPDzfennzW7euvv6ZIkSJ4eHjQu3dv9I90ko2Pj2fo0KH4+vpib29P6dKlmTVrlvH2kydPEhQUhIuLC56enrzzzjvcunUrzcclK0hylBs9HLV2d+E6rlxxMXMwQoi8ZNasWfj5+dGoUSP8/PxMvtSyi6Ojo/HLdujQoSxfvpx58+Zx6NAhSpUqRWBgIHfu3Enz/jExMXz99df8/PPPbN++nYsXLzJkyBAAhgwZQocOHYwJ07Vr16hTpw7ffvstq1atYtmyZZw+fZoFCxbg7++f5jEmTpzI7NmzmTVrFjt37uTOnTusWLHCpMzw4cOZM2cO06dP58SJEwwcOJC3336bbdu2pbrP3377DR8fH8aMGWOMDSAuLo7q1auzevVqjh8/zvvvv88777zDvn37TO4/b948nJ2d2bdvHxMmTGDMmDFs2LABAIPBQOvWrXFycmLfvn388MMPDBs2LMXj1rBhQ1xcXNi6dStr1641JpcJCQnGclu2bOHcuXNs2bKFefPmMXfuXObOnWu8vUuXLixZsoRvv/2WU6dOMWPGDFxctO+ya9euUb9+fapUqcKBAwdYt24d169fp0OHDmk+1llCiacWGRmpABUZGWmeAI4dUwrUAxxVuxbHVUJCgnniyGYJCQlq5cqVeaK+UlfLZa76xsbGqpMnT6rY2Nhn3selS5eUlZWVAox/1tbW6tKlS6mWT0pKUnfv3lVJSUnPfMyuXbuqVq1aGa/v27dPeXh4qA4dOqjo6Ghla2urFi5caLw9ISFBeXt7qwkTJiillNqyZYsC1N27d5VSSs2ZM0cB6uzZs8b7fP/998rT0zPNYyqlVN++fVWjRo2UwWDIUF2LFCmivvzyS+Pter1e+fj4GPcbHR2tHBwc1O7du0320717d/XWW2+l+Xj4+fmpyZMnp3l7sqCgIDV48GDj9fr166t69eqZlKlZs6b6+OOPlVJKrV27VtnY2Khr164Zb9+wYYMC1IoVK5RSSs2aNUuVKVNGGQwGY31jY2OVo6OjWr9+vVJKe+z8/PxUYmKicT/t27dXHTt2VEopdfr0aQWoDRs2pBr3iBEjVNOmTU22Xbp0SQHq9OnTT6y3Uum/1jP6/S19jnKjChV4UMAH5zuXcdp/GnjB3BEJIfKAM2fOYHhs7aKkpCTOnj2Lj49Plh139erVuLi4kJiYiF6vp1WrVkydOpVz586h1+up+7CrAYCtrS21atXi1KlTae7PycmJkiVLGq8XKVKEGzdupBtDcHAwAQEBlClThmbNmtGiRQuaNm2aatnIyEiuXbtG7dq1jdtsbGyoUaOGsWnt5MmTxMXFERAQYHLfhIQEqlatmm4sj0tKSuLLL79k6dKlXLlyhfj4eOLj43F2djYpV6lSJZPrj9b79OnT+Pr6mvTPqlWrlkn5gwcPcvbsWVxdXU22x8XFce7cOeP1F198EWtra5Pj/PXXXwAcOXIEa2tr6tevn2pdDh48yJYtW4xnkh517tw5Xnghe77vJDnKjXQ6bdTagh+pdn0bN260pGhRcwclhLB0pUuXxsrKyiRBsra2plSpUll63IYNGzJ9+nRsbW3x9vbG1tYWwNislNz3JplSKsW2RyXfP5lOp0vRH+hx1apV4/z586xdu5aNGzfSoUMHmjRpkm4fofQkP4Zr1qyh6GMf4Pb29k+1r4kTJzJ58mSmTJlCxYoVcXZ2ZsCAASZNXZB6vZPjeNJjlhxz9erVWbhwIQaDgejoaFxcXLCysqJQoUIZOo6jo+MTj9GyZUvGjx+f4rYiRYqke9/MJH2OcimnN/5bSmTLFpnvSAiR9Xx8fPjhhx+MZwWsra2ZOXNmlp41AnB2dqZUqVL4+fmZfPGWKlUKOzs7du7cadym1+s5cOAA5cqVe+bj2dnZkZSUlGK7m5sbHTt25Mcff2Tp0qUsX7481b5N7u7uFClShL179xq3JSYmcvDgQeP18uXLY29vz8WLFylVqpTJn6+v71PFtmPHDlq1asXbb79N5cqVKVGiBGfOnHmqOpctW5aLFy9y/fp147ZHO7aDliCeOXOGwoULU6pUKUqUKGGMOaNTJVSsWBGDwZBmv6pq1apx4sQJ/P39Uzwuj58Jy0qSHOVWjRuTaGVLac5yfMW5J5cXQohM0L17d8LDw9myZQvh4eF0797dbLE4Ozvz4Ycf8tFHH7Fu3TpOnjzJe++9R0xMzHPF5e/vz7Fjxzh9+jS3bt1Cr9czefJklixZwt9//80///zDL7/8gpeXF/ny5Ut1H/379+fLL79kxYoV/P333/Tq1ctkIkpXV1eGDBnCwIEDmTdvHufOnePw4cN8//33zJs3L93Ytm/fzpUrV4wjuEqVKsWGDRvYvXs3p06domfPnkRERDxVnQMCAihZsiRdu3bl2LFj7Nq1y9ghO/mMUufOnSlYsCCtWrVix44dXLhwgW3bttG/f/8Mj1z09/ena9eudOvWjZUrV3L+/Hm2bt3KsmXLAOjduzd37tzhrbfe4s8//+Tff/8lLCyMbt26pZqwZhVJjnIrV1fuVnwFAIfNa3nCGWEhhMg0Pj4+NGjQIMvPGGXEl19+yRtvvME777xDtWrVOHv2LOvXryd//vzPvM/33nuPMmXKUKNGDQoVKsSuXbtwcXFh/Pjx1KhRg5o1axIeHk5oaChWVql/jQ4ePJguXboQHBxM7dq1cXV1pU2bNiZlPvvsM0aOHMm4ceMoV64cgYGB/PHHHxQvXjzN2MaMGUN4eDglS5Y0NmWNGDGCatWqERgYSIMGDfDy8nrqSSytra1ZuXIl0dHR1KxZkx49ejB8+HAAHBwcAK2v1vbt2ylWrBjt2rXjpZdeokePHsTGxuLm5pbhY02fPp127drRq1cvypYty3vvvWec1NPb25tdu3aRlJREYGAgFSpUoH///ri7u6f5WGcFnXpSQ6tIISoqCnd3dyIjI5/qBZHZYr/4CsfhQ1lPU4qfXk829VMzG71eT2hoKEFBQSnatC2N1NVymau+cXFxnD9/nuLFixu/7LKawWAgKioKNze3bP1iMwdLrOuuXbuoV68eZ8+eNenADjm7vum91jP6/S0dsnMxm9ebwfChBNhtgyIPgOxrjxVCCGFZVqxYgYuLC6VLl+bs2bP079+funXrpkiM8oKcle6Jp1OmDA8KF8YqIR6rbVvMHY0QQohc7P79+8amruDgYGrWrMnvv/9u7rDMQpKj3Eyn40b16trl0FDzxiKEECJX69KlC2fOnCEuLo7Lly8zd+5cPDw8zB2WWUhylMtdf5gc3ZofysED0n1MCCGEeF6SHOVytypWJMHKnoIPLrBvbtozwgohhBAiYyQ5yuWS7O2JKNsAALVGmtaEEOmTAcrC0mXGa1ySIwvg0LYZAOXC1xIVZeZghBA5UvK0ATExMWaORIislfwaf56pMnLVUP7t27fz1VdfcfDgQa5du8aKFSuME13p9XqGDx9OaGgo//77L+7u7jRp0oQvv/wSb29v4z7i4+MZMmQIixcvJjY2lsaNGzNt2rQcMZnZs8rfKRA+h3rsYGNoFEFvmm/uJSFEzmRtbU2+fPmMC406OTk9cS2t52UwGEhISCAuLi7HzYWT2fJSXSFn1lcpRUxMDDdu3CBfvnwmi98+rVyVHD148IDKlSvz7rvv8sYbb5jcFhMTw6FDhxgxYgSVK1fm7t27DBgwgNdff50DBw4Yyw0YMIA//viDJUuW4OHhweDBg2nRogUHDx58rgfSrEqV4rp7aTwjz3B5/iZ4s82T7yOEyHOSV1x/0gr0mUUpRWxsLI6OjlmeiJlbXqor5Oz65suXz/haf1a5Kjlq3rw5zZs3T/U2d3d3NmzYYLJt6tSp1KpVi4sXL1KsWDEiIyOZNWsWP//8M02aNAFgwYIF+Pr6snHjRgIDA7O8Dlkl+pUgPFd/Q75doYAkR0KIlHQ6HUWKFKFw4cLo9fosP55er2f79u28+uqrFj/7eV6qK+Tc+tra2mbKiY5clRw9rcjISHQ6nXFhwIMHD6LX62natKmxjLe3NxUqVGD37t25Ojny6hYEq7+hfkwo96MUrm45K5MXQuQc1tbW2XKm3NramsTERBwcHHLUF2hWyEt1Bcuvr8UmR3FxcXzyySd06tTJuH5KREQEdnZ2KRYk9PT0THcF4/j4eOLj443Xox72etbr9dny6ystycfW6/XYNamNwdEJz9ir6P85iL5yZbPFlVUera+lk7parrxUX6mr5cqt9c1ovBaZHOn1et58800MBgPTpk17YnmlVLptpuPGjWP06NEptoeFheHk5PRcsWaG5ObEWhVepMj+/Zz59lvOPNYny5I83nxqyaSulisv1VfqarlyW30zOlrT4pIjvV5Phw4dOH/+PJs3bzZZddfLy4uEhATu3r1rcvboxo0b1KlTJ819fvrppwwaNMh4PSoqCl9fX5o2bZruqr5ZTa/Xs2HDBgICArC1tcXq0iXYv58Xzp2nRGAQubV/eVoer68lk7parrxUX6mr5cqt9Y3K4Hw3FpUcJSdGZ86cYcuWLSnWhKlevTq2trZs2LCBDh06AHDt2jWOHz/OhAkT0tyvvb099vb2Kbbb2trmiBeFMY4WLaBvX9i9h7+2R1Ozaf4n3zkXyimPe3aQulquvFRfqavlym31zWisuSo5io6O5uzZs8br58+f58iRIxQoUABvb2/atWvHoUOHWL16NUlJScZ+RAUKFMDOzg53d3e6d+/O4MGD8fDwoECBAgwZMoSKFSsaR6/lav7+XHItj+/9k1z4aQM1m3Ywd0RCCCFErpOrkqMDBw7QsGFD4/Xkpq6uXbsSEhLCqlWrAKhSpYrJ/bZs2UKDBg0AmDx5MjY2NnTo0ME4CeTcuXNz7xxHj7lTOwjfsJM4bQ0FJDkSQgghnlauSo4aNGiQ7popGVlPxcHBgalTpzJ16tTMDC3H8Ho3CMK+pvrNtdy7YyBfgZwxc6kQQgiRW8g3p4XxbFuXaCtXPLnBoVmHzR2OEEIIketIcmRp7Ow4V1zrP3V/WaiZgxFCCCFyH0mOLJDutSAAfI+FkoGWRiGEEEI8QpIjC1S6r7b+XFX9PhIjbpk5GiGEECJ3keTIAjmWKgqVK6NTCtvN680djhBCCJGrSHJkqYK0pjVCpd+REEII8TQkObJUD5OjuFXriY1OMnMwQgghRO4hyZGFUi+9TKQuHw7Rtzk2a7+5wxFCCCFyDUmOLJTO1obT/k0BuLdYmtaEEEKIjJLkyILpHjatFT0qyZEQQgiRUZIcWbAX+jUDoELcQS7tjzBzNEIIIUTuIMmRBXN/wZNTLjUAOPvdOjNHI4QQQuQOkhxZuFs1taY1241rzRyJEEIIkTtIcmThCnXRZsuucHU9iXGJZo5GCCGEyPkkObJwL3SuSbyLB/mIxGb/HnOHI4QQQuR4khxZOCtba+xbaR2zZbZsIYQQ4skkOcoLZCkRIYQQIsMkOcoLAgNROh0cO8bVPy+bOxohhBAiR5PkKC/w8OC4y8tcBpYNn8Lly5IgCSGEEGmR5CiPmF+0MH7AwA0T8fPzY9asWeYOSQghhMiRJDnKAy5fvsyk039geHjdYDDQs2dPOYMkhBBCpEKSozzgzJkzGJTBZFtSUhJnz541U0RCCCFEziXJUR5QunRprKxMn2pra2tKlSplpoiEEEKInEuSozzAx8eHH374ASud9nRbATNnzsTHx8e8gQkhhBA5kCRHeUT37t35a/cxNmLFBaBz3cbmDkkIIYTIkSQ5ykPKv/wiDevVxQdw2CIL0QohhBCpkeQoj7F6TWbLFkIIIdIjyVFe83ApEcPGTcTdizNzMEIIIUTOI8lRXlOxIrfsi2IVF8vRb7eZOxohhBAix5HkKK/R6fi7pHb26MEv0rQmhBBCPE6SozzIsa2WHPn/vRalzByMEEIIkcNIcpQHle/bmARsKZF4htOrz5g7HCGEECJHkeQoD3Is7Mopj1cAuPSDDOkXQgghHiXJUR4V00BrWnPdKf2OhBBCiEdJcpRHFe+tJUdV7m3l1oUHZo5GCCGEyDlyVXK0fft2WrZsibe3NzqdjpUrV5rcrpQiJCQEb29vHB0dadCgASdOnDApEx8fT9++fSlYsCDOzs68/vrrXL58ORtrkTN4NSjLXXd/HIjH9cAWc4cjhBBC5Bi5Kjl68OABlStX5rvvvkv19gkTJjBp0iS+++479u/fj5eXFwEBAdy/f99YZsCAAaxYsYIlS5awc+dOoqOjadGiBUlJSdlVjZxBpyN/Z+3skf1m6XckhBBCJLMxdwBPo3nz5jRv3jzV25RSTJkyhWHDhtG2bVsA5s2bh6enJ4sWLaJnz55ERkYya9Ysfv75Z5o0aQLAggUL8PX1ZePGjQQGBmZbXXKE5s1h2jRtKRGlQKczd0RCCCGE2eWq5Cg958+fJyIigqZNmxq32dvbU79+fXbv3k3Pnj05ePAger3epIy3tzcVKlRg9+7daSZH8fHxxMfHG69HRUUBoNfr0ev1WVSjJ0s+9jPHUK8e1nb2WIWHc3jxcSq0L5uJ0WW+565vLiJ1tVx5qb5SV8uVlfXNyt/qGY3XYpKjiIgIADw9PU22e3p6cuHCBWMZOzs78ufPn6JM8v1TM27cOEaPHp1ie1hYGE5OTs8b+nPbsGHDM9/X2+Ulat7ZzqHPF3HR+eVMjCrrPE99cxupq+XKS/WVulquzK5vXJw1n3zyCk2aXCAwMBxb28ydqTgmJiZD5SwmOUqmeyzdVEql2Pa4J5X59NNPGTRokPF6VFQUvr6+NG3aFDc3t+cL+Dno9Xo2bNhAQEAAtra2z7SP46//C3O3U+78n9RoPiZHt6xlRn1zC6mr5cpL9ZW6Wq6squ+331oRHm7N5s0VmTKlHHZ2mbZr4L+WnyexmOTIy8sL0M4OFSlSxLj9xo0bxrNJXl5eJCQkcPfuXZOzRzdu3KBOnTpp7tve3h57e/sU221tbXPEm+B54nhhQEuYO4gacTs4fyyOMjVcMzm6zJdTHvfsIHW1XHmpvlJXy5XZ9e3dG6ytwddXh7Nz5j+OGY01V41WS0/x4sXx8vIyOcWXkJDAtm3bjIlP9erVsbW1NSlz7do1jh8/nm5yZMmcK5fislNp7NBzYuomc4cjhBAiD3NwgAED4I03zBtHrjpzFB0dzdmzZ43Xz58/z5EjRyhQoADFihVjwIABjB07ltKlS1O6dGnGjh2Lk5MTnTp1AsDd3Z3u3bszePBgPDw8KFCgAEOGDKFixYrG0Wt50e1azfHZegab9aFAa3OHI4QQIo958ADs7cEmh2QlOSSMjDlw4AANGzY0Xk/uB9S1a1fmzp3L0KFDiY2NpVevXty9e5eXXnqJsLAwXF3/ayqaPHkyNjY2dOjQgdjYWBo3bszcuXOxtrbO9vrkFEW6BcHWb6l2PZSbNxSFCufgjkdCCCEszvDhsH49fPcdNGpk7mhyWXLUoEEDlEq757pOpyMkJISQkJA0yzg4ODB16lSmTp2aBRHmToXb1ye2qyM+6goH1/xFoXcrmTskIYQQecTFi9qUewkJkFPmY7aYPkfiOTg4oBo1BqD6dVmIVgghRPYZPVpLjBo2hJzSw0WSIwGA0xvaUiKESnIkhBAie/z9N8ydq10eOzbnLNQgyZHQPFyWRe3eTczVe+aNRQghRJ4wYgQYDPD66/ByDpqHWJIjofH3J6poOXRJSSzomrdmeBVCCJH99u+HX3/VzhZ98YW5ozElyZEwuv2S1rTmvisUg8HMwQghhLBoy5Zp/7t0gQoVzBvL4yQ5EkZF39OSo/qxazm4X7IjIYQQWWfCBFizRuuQndNIciSM7BrVI9bGBS+us/+Hw+YORwghhAXT6SAoCPz8zB1JSpIcif/Y2XGzSgAAhtUyak0IIUTmO3wY7twxdxTpk+RImPB4W2taq3ZjLefOmTkYIYQQFkWvh/btoUQJ2LXL3NGkTZIjYcL5jWYAvMxe1i+8ZeZohBBCWJIff4Rz57R11CpXNnc0aZPkSJjy8eGObyWsUATqwswdjRBCCAsRHf1f5+tRo8DFxbzxpEeSI5FCgc5a01rJ09LvSAghROaYNAlu3IBSpeC998wdTfokORIpBT1cSmTdupyzCqAQQohc6/p1beg+aBM+2tqaN54nkeRIpFS7NsrdHW7f5vfh+80djRBCiFxuzBh48ABq1tQ6ZOd0khyJlGxsiHw5EIDjX63lwQMzxyOEECLXUgqsrMDaWjt7lFMWl02PJEciVe4dtYVomyaFsm6dmYMRQgiRa+l0MHUqnD8PDRqYO5qMkeRIpErXXBvSX5MDbFp03czRCCGEyO18fc0dQcZJciRS5+VFdJnqAKi160hIMHM8QgghchWl4JNP4MQJc0fy9CQ5Emlybq+NWmsQG8rWreaNRQghRO6yYgWMHw+1a8P9++aO5ulIciTSpHtNS46aEsbvyxPNHI0QQojcQq/XzhoB9O8Prq7mjedpSXIk0lazJgluHuTnHvHb9po7GiGEELnEzJlw5gwULgxDh5o7mqcnyZFIm7U11kHakP4f28hs2UIIIZ4sMhJCQrTLo0fnvrNGIMmReALrFlrTmm6tJEdCCCGebNw4uH0bypaFHj3MHc2zkeRIpC8wUJuk4uhREi9cQSlzBySEECKnunABpkzRLn/1FdjYmDWcZybJkUhfwYLw0ksAfFRhLYcPmzkeIYQQOZaXl3bm6I034LXXzB3Ns5PkSDzZw4VoX4kOZflyM8cihBAix7K3h4ED4ddfc8cyIWmR5Eg82cPkqAkbWfVrgjStCSGEMKGUNnzfUkhyJJ6salUMhQrjxn0K/rOLkyfNHZAQQoic5NdfoWJFWLvW3JFkDkmOxJNZWWEVpC1EG4Q0rQkhhPhPXBx8/DGcPg1//pkJO4yNhePHM2FHz06SI5ExD5vWJDkSQgjxqG++gfPnwdsbhgx5zp0ZDNC1K7z8sllPQ0lyJDImIABlbc2LnCTyWDj//GPugIQQQpjb9evwxRfa5XHjwNn5OXf46afwyy+QkABOTs8d37OS5EhkTP786OrUAeCbwLXmfM0KIYTIIUaPtuL+fahRA95++zl3NnMmTJigXZ49G+rXf+74npUkRyLjHjattbJbi4+PmWMRQghhVuHhbsyeraURkyeD1fNkFOvWQe/e2uXRozMh03o+khyJjGuudcpm0yatB54QQog8a8eOohgMOtq3h3r1nmNHR49C+/aQlKT1NxoxItNifFaSHImMq1RJ63EXE8PeCdtZs8bcAQkhhDCXt98+xfLlicaWsGdy+bI2lXZ0NDRqBD/8kCNmj3yqVU8aNWqUqQfX6XRs2rQp0/aXmJhISEgICxcuJCIigiJFihAcHMzw4cOxeni+TynF6NGj+eGHH7h79y4vvfQS33//PS+++GKmxWGxdDqtae2nn9g7KpQF1Zvm6unhhRBCPDudDlq2VNjaPuMO7t+HFi3gyhUoXx6WLwc7u0yN8Vk9VXK0detWdDodKpOmSNZlcnY4fvx4ZsyYwbx583jxxRc5cOAA7777Lu7u7vTv3x+ACRMmMGnSJObOncsLL7zA559/TkBAAKdPn8bV1TVT47FID5OjIEIZeHAK//4LJUqYOyghhBDZZeNGqFDhOXeSmAgdOmhNap6esGYN5MuXGeFliqdeL7dChQp8++23z33gvn37cuLEiefez6P27NlDq1ateO3h6Qx/f38WL17MgQMHAO2s0ZQpUxg2bBht27YFYN68eXh6erJo0SJ69uyZqfFYpMaNwdaWF/RnKMlZfvmlFB9/bO6ghBBCZIdr16BNG7C1teGzz1yebSdKQd++WidsR0f44w/w98/UOJ/XUydH7u7u1M+E4XXu7u7PvY/H1atXjxkzZvDPP//wwgsvcPToUXbu3MmUKVMAOH/+PBERETRt2tR4H3t7e+rXr8/u3bvTTI7i4+OJj483Xo+KigJAr9ejN+NiMsnHztYYHB2xrlcPqy1baM5ali3rzaBBSdlyaLPU10ykrpYrL9VX6mp5PvnEmuhoK2rUMODtHf1M9bWaOBHrGTNQOh1JP/+MqlIl2xZmy2i8T5UcVapUidKlSz9TQI8rVaoU0dHRmbKvZB9//DGRkZGULVsWa2trkpKS+OKLL3jrrbcAiIiIAMDT09Pkfp6enly4cCHN/Y4bN47Ro0en2B4WFoZTDpjwZ8OGDdl6vJJ+flQAXiOU7w71ZdasTRQpEpNtx8/u+pqT1NVy5aX6Sl0twz//5GP+fO3kSIcOu7Cyevr6eu/aRc2vvgLgeLdu/GtjA6GhmR5rWmJiMvZd9VTJ0ZEjR54lllTNmTMn0/aVbOnSpSxYsIBFixbx4osvcuTIEQYMGIC3tzddu3Y1lnu8r5NSKt3+T59++imDBg0yXo+KisLX15emTZvi5uaW6fXIKL1ez4YNGwgICMD2mXvEPQN/f5g7l0ZWW3A0xHD7diO6dzdk+WHNVl8zkLparrxUX6mr5TAYYOxYawDefttA7941nrq+ur17sX7YLSepd2/KTp5M2SyLOHXJLT9P8tTNasuXLycwMBAXl2dsa8xCH330EZ988glvvvkmABUrVuTChQuMGzeOrl274uXlBWAcyZbsxo0bKc4mPcre3h57e/sU221tbXPEmyDb46hUCfz8sLtwgYZs4dix17C1tc62w+eUxz07SF0tV16qr9Q195s/X1tU1tkZxo+3MtYxw/U9dw7atoX4eGjZEutvvsHaOvu+N5Jl9Ll56nmO2rdvT8GCBWnatCnffvst586de+rgskpMTIxxyH4ya2trDAbtrEbx4sXx8vIyOQ2YkJDAtm3bqPNwaQyRAclD+oGf3wxl6VIzxyOEECLLREVhHHgzYoQ23d1TuX1b+864dQuqV4fFi8EMidHTeOrkaNiwYZQvX56NGzcyYMAAXnjhBcqVK8fQoUPZtm0bSUnZ0zk3NS1btuSLL75gzZo1hIeHs2LFCiZNmkSbNm0ArTltwIABjB07lhUrVnD8+HGCg4NxcnKiU6dOZos7V3qYHBXYG6qNPBBCCGGRDAZo3RrKloUBA57yzvHx2vC2f/6BYsW0kWnPvTpt1nvqZrXPPvuMzz77jKtXr/LHH3+wevVqtmzZwtdff83EiRNxd3enWbNmvPbaazRv3pwCBQpkRdypmjp1KiNGjKBXr17cuHEDb29vevbsyciRI41lhg4dSmxsLL169TJOAhkWFiZzHD2thg3B3h7Cw+H0aWL9yuLoaO6ghBBCZLZ8+WD6dIiN1T72M0wp6NYNduwANzet4/UjXVpysmdePiQ58fjjjz+4ffs2q1ev5v3338fNzY0lS5bQpUsXPD09efXVV5kwYUKmz2mUGldXV6ZMmcKFCxeIjY3l3LlzfP7559g9MuOmTqcjJCSEa9euERcXx7Zt26jw3LNZ5UHOzsYVkxe9E0rBgpANT7EQQohsopRpw8BT/wAeORIWLQIbG23261y0EkWmrK1mb29PUFAQ06dPJzw8nCNHjjBmzBhq1KjB7t27+eSTT6hUqRLFixenX79+rF+/noSEhMw4tDCnh01r5cNDiYlB+h4JIYQFWbkSmjWD06ef4c6zZ8Pnn2uXf/gBmjTJzNCyXJYsPFupUiWGDRvGnj17uH79OnPmzKFt27bcvXuX7777jqCgIAoWLJgVhxbZ6WFyVPHudly4z9Kl0v1ICCEsQUwMDBwIYWHw889PeeeNGyF5UuXhw+HddzM9vqyWJcnRozw8POjatSu//PILt27dYuPGjfTr189kKL3IpUqXhlKlsE7S09x2E//8A5k4FZYQQggzGT8eLlwAX1/49NOnuOPx4/DGG9raaZ06wZgxWRZjVsry5OhRNjY2NGrUiMmTJ3P6mc7TiRzn4dmj94pqM5wuWWLOYIQQQjyvc+e05Ahg0qSnGFx27Rq89po29v+VV7SmtUxeYD67ZGtyJCzQw+So7v21gGLJEm3YpxBCiNxHKejXTxuB36SJdhIoQx48gJYt4eJFeOEFrcPSUw1ty1meKjkaM2YMc+fOzZQDz507lzG59HSbeET9+uDoiNPty7zkdJyLF2HPHnMHJYQQ4ln88Yc24t7WFqZOzeCJn6QkeOstOHgQChbUdpCN0/hkhadKjkJCQpg9e3amHHjWrFmpLuYqchkHB2jUCIDP64QybhyUKGHmmIQQQjyT6dO1/4MHa5M+ZsjAgVpWZW8Pq1ZByZJZFl92kWY18fweNq01SQjlk09yzRxfQgghHvP77zBlijbILCOspk7VTjEBLFgAtWtnWWzZ6alnyD5w4AAlMuHUQERExHPvQ+QQzZtr/3ftgnv3tOlUhRBC5Dp2dtC/f8bKeu3di1Vyz+0JE6Bdu6wLLJs9dXIUFxdHeHh4phxcl0t7sYvHFC8O5crBqVPE/bGB36zbc/Nmxt9gQgghzEcpWLYM2rbV+hplhO7AAapPmoROKfjgAxgyJGuDzGZPlRydP38+q+IQuV1QEJw6ReSStXQObY+rK7z//jNMNy+EECJb/forvPkmVK8O+/aBtfUT7hAejnXr1ugSEjA0a6Y1rVnYyY6nSo78/PyyKg6R2zVvDhMnUvjQWvyLGQi/aMXq1dC+vbkDE0IIkZaoKBgwQLvcsmUGEqN79yAoCN2NG0T6++O0cCFWNk/dCJXjSYdskTnq1QMXF3QREQxqdASAhQvNG5IQQoj0jRwJV69CqVLw8cdPKJyQoLW9nTqFKlqUvSNGgKtrtsSZ3SQ5EpnD3t64sGAHF2227NBQuHPHnEEJIYRIy6FD/w00+/57bWaWNCml9ZXYsgVcXEhcuZI4D49sidMcJDkSmefhkH7Pg6FUqgR6vdaWLYQQImdJSoIPP9RWNOjYEZo2fcIdPvsM5s3T2t1++QUqV86WOM1FkiOReZKH9O/dS482twFt2gshhBA5y8yZ8OefWqvYpElPKLxgAYwapV2eNg2aNcvy+MxNkiOReXx8oFIlUIpOBcOwevjqio83b1hCCCFMNWqkrf40bhx4e6dTcOtW6NZNuzx0qNa0lgdYXhdzYV7Nm8OxY3jsC+XKlbfw8jJ3QEIIIR5XtqzWfUipdAqdOgVt2mh9JNq31zKpPELOHInM9bDfEevW4VUoybyxCCGEMBET899lnQ7jGf4UbtyA117Thu7Xrq31N0qzsOXJ9Jpeu3Yts3cpcpPatcHdHW7dggMHALh5E+RlIYQQ5vXggdbzoV8/iI5Op2BMDLz+Opw/ry0i+/vveW5G30xPjnx8fDh06BAAo0aNYsWKFfz777+ZfRiRU9na/jfsITSUr77S2rOTl98RQghhHiEhcO6cluukyWCAd97RpsouUECbk6VQoewKMcfI9OTo999/x/th765Zs2bxxhtvULp0adzd3XnllVfo06cPP/30E/v37ycuLi6zDy9yguSmtdBQypWDxERYvFj7L4QQIvsdOQKTJ2uXp00DF5c0Cg4dCr/9pq1Au3IlvPBCNkWYs2R6h+wWLVoYL1++fJk7d+5w9OhR49/u3bv56aefSEhIwNraGr1en9khCHNLHuZ54ACBVa5TqJAnN25AWNh/eZMQQojskZQE772n/W/fXutKlKpp02DiRO3y3LnwyivZFWKOk+Wj1QoUKEDDhg1p2LChcVtiYiKnTp3i2LFjWX14YQ5eXlCtGhw6hO3m9XTq1IVvvoH58yU5EkKI7Pbtt1oXUHd3+OabNAqtWQN9+2qXv/gC3nor2+LLiZ66Wa1MmTJ06NCBsWPHsmbNGq5cufLUB7WxsaFixYp07tz5qe8rcolHmta6dNEurlypDXwQQgiRPc6fh+HDtctffw1FiqRS6NAhbZpsgwG6d4dPP83WGHOipz5zdObMGc6cOcPy5cuN2woUKEDlypWpXLkyVapUoXLlypQvXx4bC1ypV2RQUBB8/jmsX0/VnxN58UUbTpzQZp1/7z1zByeEEHnDP/9o3Ydq1tTynhQuXYIWLbShbE2awPTp2hj/PO6ps5fFixdz5MgRjh49ypEjR4iIiOD27dts3ryZLVu2GMvZ2tpSrlw5Y7KU/D9//vyZWgGRQ9WqpY10uHMH3b69dOlSj48/hoULJTkSQojsEhiozeUYF5dKzhMVpXVAunYNKlTQFsO0tTVLnDnNUydHHTt2pGPHjsbrN2/eNEmWjh49yunTp0lISDB2wtY98oz4+voSHh6eKcGLHMzaWuuYvWgRhIbyTt96ODrm+WZsIYTIdqmuVJA86/Vff2kF1qzROiUJIBM6ZBcqVIiAgAACAgKM2+Lj4zlx4oRJ0nTs2DEiIyO5dOnS8x5S5BZBQVpytHYtRcaONfb1E0IIkbUGDtTWT2vZMpUblYJevbQhxE5OsHo1FCuW7THmZFnSKcje3p5q1apRrVo1k+3h4eEcPXo0Kw4pcqLAQO087pEjcOUKFC1q7oiEEMLi/fEHTJkCU6dqfY5KlHiswPjx8NNP2nIgS5ZA9ermCDNHy9aFUvz9/WnVqlV2HlKYU8GCWt8jgHXrAO1EUr16sHmzGeMSQggLde8efPCBdnnQoFQSoyVL/huN9s03aZxaEnlnFTlhHo8M6QfYvh127YI5c8wYkxBCWKiPPoKrV6FUKW25EBM7d0JwsHZ54EDo0yebo8s9JDkSWSs5OdqwARISePdd7ery5RAZab6whBDC0mzcqLWWAcyerXUnMjpzBlq1gvh4aNMGvvrKLDHmFpIciaxVrRoULgz378OuXdSqBeXKQWwsLFtm7uCEEMIyREf/N01Knz6Prfxx65b2Q/XOHW3CowULtBHFIk0WlxxduXKFt99+Gw8PD5ycnKhSpQoHDx403q6UIiQkBG9vbxwdHWnQoAEnTpwwY8QWzsoKmjfXLq9di06H8eyRNK0JIUTm+O03CA8HPz8YN+6RG+LitDNGZ8+Cv7/WW9vklJJIjUUlR3fv3qVu3brY2tqydu1aTp48ycSJE8mXL5+xzIQJE5g0aRLfffcd+/fvx8vLi4CAAO7fv2++wC1dcnL0sN/RO+9oP1r27NEmJxNCCPF8unSBVau09WJdXB5uNBi0Pka7d0O+fNpnsKen+YLMRSwqORo/fjy+vr7MmTOHWrVq4e/vT+PGjSlZsiSgnTWaMmUKw4YNo23btlSoUIF58+YRExPDokWLzBy9BWvaVDuDdOIEXLiAl9d/XZHk7JEQQmSOli2hQYNHNgwbBkuXarNe//ab1qdBZIhFJUerVq2iRo0atG/fnsKFC1O1alV+/PFH4+3nz58nIiKCpk2bGrfZ29tTv359du/ebY6Q84b8+aFOHe3y2rWA1jbetCm8+qoZ4xJCiFxu1ixtdFoKP/4IX36pXf7pJ2jYMFvjyu0samXYf//9l+nTpzNo0CD+97//8eeff9KvXz/s7e3p0qULERERAHg+dlrR09OTCxcupLnf+Ph44uPjjdejoqIA0Ov16PX6LKhJxiQf25wxZJRVYCDWO3diWL2apO7dadZMW10EtFnsMyI31fd5SV0tV16qr9Q1a23bpqNHDxsKFFD89VcihQpp23VhYVh/+CE6IGn4cAxvvZXxD9oMyq3PbUbj1SmlVBbHkm3s7OyoUaOGyVmgfv36sX//fvbs2cPu3bupW7cuV69epUiRIsYy7733HpcuXWLdw4kKHxcSEsLo0aNTbF+0aBFO0rEtQ9zOn6fhwIEk2tuz9uefMdjZmTskIYTItWJjrenfvyE3bjgTGHieDz88BoBbeDj1Pv0U29hYLjVowKH+/VNZcTbviomJoVOnTkRGRuLm5pZmOYs6c1SkSBHKly9vsq1cuXIsX74cAK+Hq+9FRESYJEc3btxIcTbpUZ9++imDBg0yXo+KisLX15emTZum++BmNb1ez4YNGwgICMA2p6+krBTqq6+wuXqV5i4uqCZNAG1VkXnzrAgONuDtnf4uclV9n5PU1XLlpfpKXbNO375W3LhhjZ+fYtEiH1xdfeDqVWz69EEXG4uhfn28Vq8mKIt+iObW5za55edJLCo5qlu3LqdPnzbZ9s8//+Dn5wdA8eLF8fLyYsOGDVStWhWAhIQEtm3bxvjx49Pcr729Pfb29im229ra5ogXRU6J44maN4dZs7AJCzOOYAsOhm3bwNbWmv/9L2O7yTX1zQRSV8uVl+ordc1cYWEwc6Z2edYsHQUK2GpzybVuDZcvQ9myWK1YgZWzc5bGAbnvuc1orBbVIXvgwIHs3buXsWPHcvbsWRYtWsQPP/xA7969AdDpdAwYMICxY8eyYsUKjh8/TnBwME5OTnTq1MnM0ecBjy0lAtCtm/Z/1ixt1KkQQoi03bv33+dmnz7QuDGQmAhvvqkt8l24sPYZmz+/GaPM/SwqOapZsyYrVqxg8eLFVKhQgc8++4wpU6bQuXNnY5mhQ4cyYMAAevXqRY0aNbhy5QphYWG4urqaMfI8okkTsLHRlok+exaAdu3AzQ3+/Re2bDFzfEIIkcONHat1RyhV6uFgNKWgXz8tIXJ01CZ5LF7c3GHmehaVHAG0aNGCv/76i7i4OE6dOsV7yfOpP6TT6QgJCeHatWvExcWxbds2KlSoYKZo8xg3t//mtH84pN/JCZJz10dmXRBCCJGKUaO0M0bz5oGzMzBpEkyfrnW6XrgQatUyd4gWweKSI5HDpdK09v772v/ffoObN80QkxBC5BLOzjB16sOp45YvhyFDtBsmTtQWlBWZQpIjkb2Sk6OtWyEmBoAqVbS1EPV67deQEEKI/ygFK1Y81i9z7154+23tcu/eMGCAOUKzWJIciexVrhwUK6Ythrh1q3Hz++9rzeWyxJ0QQpiaOxfattUG+RoMaJ00X39d+xxt0QKmTJG5jDKZJEcie+l0qTatde4M165BKnNtCiFEnnX+PPTvr11u2BCs7t3RPkNv3oSqVWHxYm2gi8hUkhyJ7JecHK1Zo50vRjtr5O5uxpiEECKHSUqCd97Rzqi/8gp81C9e61d0+jT4+sLq1eDiYu4wLZIkRyL7NWoEdnYQHq69yR9z8CDcupX9YQkhRE4yYQLs2gWurjB/nsL6/e6wfbu2Yc0anrisgHhmkhyJ7OfsDA0aaJcfaVoD6NEDatTQJoUUQoi86uBBGDlSuzx1KvjPGaUN1bex0UapVaxo3gAtnCRHwjySm9YezneUrF497f/MmTJjthAibzIY4N13tYmv33gDuhjmwmefaTfOmAEBAWaNLy+Q5EiYx8O11di2DaKjjZs7dIB8+bROiOvXmyc0IYQwJysrmD9fW1RgdudN6N5/OJnx//4H3bubN7g8QpIjYR6lS0PJktrkRps2GTc7OWmL0YI26asQQuRFVarAhikncHv3jf/WTks+eySynCRHwjzSGNIP8MEH2v81a+DixWyOSwghzOTqVa2vEQAREdpnZGSk1t9gzhztlJLIFvJIC/N5NDl6OKQfoEwZbUCbwaD1PRJCCEtnMECXLlC7Niz+6QG0bKn9OixdGlauBAcHc4eYp0hyJMynfn1tgqPLl+H4cZObevXS/q9bZ5I3CSGERfr6a62Hgb1NEi0Wd4IDB8DDQ/vx6OFh7vDyHEmOhPk4OmpTvkKKUWutWmk/lvbtk1nxhRCW7c8/Ydgw7fKeuoNx3bwK7O1h1SooVcq8weVRkhwJ80qj35GNjZYgyaz4QghLFhUFb72l9bmeVflbKmz8Rrth/nyoU8e8weVhkhwJ80oe0r9zp9bxMBV6Pdy5k40xCSFENlAKPvxQW0e2R6HfeffYAO2GL7/U5jURZiPJkTCvEiWgbFltEaENG1Lc/PvvULw4DB5shtiEECILhYXBokVQy+oAM+53QqcUvP8+DB1q7tDyPEmOhPml0bQGULgwXLmiLTx982Y2xyWEEFkoIAB+GHaBTU4tsI6LgcBA+P576WiZA0hyJMzv0aVEHlsz5OWXoXp1iI+H2bPl5SqEsBxWUfd4b0UQLtHXoVIlWLZMOlrmEPJtI8yvXj1tMdqICDh61OQmnQ769tUuz5xpRVKS/KISQuRuc+dC9J0EbeG0kyfB21ub9dbNzdyhiYckORLmZ2+vLSIEqTatdewIhQrB5cs69u4tks3BCSFE5lm8GN59V7GhRE/YvBlcXLTEyMfH3KGJR0hyJHKGdPodOTj8t6TI6tUlsjEoIYTIPP/8o/W3HsYXtImcqy0HsnSptpCayFEkORI5Q/KQ/r174fbtFDd/+CHY2ChOnfLg5Mlsjk0IIZ5TbKw2Ov/16IV8zght4/ff//fDUOQokhyJnMHXFypW1Dpkh4WluLlIEfjmGwNff72V8uXNEJ8QQjyHvn3B/eg2ZtNN2zBkyH+nxEWOI8mRyDnSaVoDeO89A6VKpT5RpBBC5FTz5sGOWadZQRvsedgRe/x4c4cl0iHJkcg5kpvW1q1LMaT/cQkJ2RCPEEI8J70evh91g1CCKMBdbX6Sn3/W+huJHEueHZFz1KmjDWW9dUtbkToVDx7Y0LOnNSVKQExMNscnhBBPyTYxlp0FW1GSf1ElSmjT/js6mjss8QSSHImcw9YWmjbVLqfRtObgkMjWrTquXNHWZRRCiBzLYIB33sHu4F7Inx9daKg27b/I8SQ5EjnLE/odWVtDnz5ak9vkyU9sfRNCCLP4/ns41epjWL4c7Oxg5UooU8bcYYkMkuRI5CzNmmn/9++H69dTLRIcbMDdXZszZPXqbIxNCCEyYOtWONl3OuVWf61tmD0bXn3VrDGJpyPJkchZihSBatW0y+vXp1rE1RV69tQuT5yYTXEJIUQGXLkCP7QO5VvVBwA15jPo3NnMUYmnJcmRyHmSR62tXZtmkX79tPUZt2/XTjIJIYS56fU6Rr1+jB8iO2CNgcS3g9ENH2busMQzkORI5DzJ/Y7Wr4fExFSLFC0KnTpplydPzqa4hBAiHb9/X5Cxf72OCw+IqdMYm1kztdWzRa5jY+4AhEjhpZegQAG4cwf27YO6dVMt9tFH4O8PvXtnb3hCCPG4BdPuM2TrhxTlKveLlcd1za9aR2yRK8mZI5HzWFtDYKB2OY1RawAVKsDo0TIyVghhZno9db99i8oc476LF67bQyFfPnNHJZ6DRSdH48aNQ6fTMWDAAOM2pRQhISF4e3vj6OhIgwYNOHHihPmCFKl7wpD+1CQlZVEsQgiRFqWgd29e+DeMBFsH7NevAD8/c0clnpPFJkf79+/nhx9+oFKlSibbJ0yYwKRJk/juu+/Yv38/Xl5eBAQEcP/+fTNFKlIVGKi11R85Alevplt0925o0ABCQrIjMCGE0MTHg/6LCfDjjyidjsMfDUJXs7q5wxKZwCKTo+joaDp37syPP/5I/vz5jduVUkyZMoVhw4bRtm1bKlSowLx584iJiWHRokVmjFikUKgQ1KypXV63Lt2iERGwbRt89x1IjiuEyA5KwdygZdiO+AQAw8SJRNSqZeaoRGaxyOSod+/evPbaazRp0sRk+/nz54mIiKBp8hIVgL29PfXr12f37t3ZHaZ4kgw2rbVurU08e+8e/PBDlkclhBAsH7SLrpu7AHChTX8MffqYOSKRmSxutNqSJUs4ePAgB1JZuDQiIgIAT09Pk+2enp5cuHAhzX3Gx8cTHx9vvB4VFQWAXq9Hr9dnRtjPJPnY5owhK+maNsUmJAQVFkZiTAzJtUytvoMH63j/fRsmTlS8/34iDg7ZG2tms/Tn9lF5qa6Qt+prqXXd8/M5GkxphQPx/FP+dYov+tJi65qW3FrfjMZrUcnRpUuX6N+/P2FhYTik8+2oe2zeCaVUim2PGjduHKNHj06xPSwsDCcnp2cPOJNs2LDB3CFkDYOBZu7u2EdGsm/SJG5XrAikXt/8+XV4eARw7ZojH398gsDAtJPd3MRin9tU5KW6Qt6qryXV9c6ZJF4Z+jEFuc3frpU4M6ITpx6Zzd+S6poRua2+MTExGSqnU0qpLI4l26xcuZI2bdpgbW1t3JaUlIROp8PKyorTp09TqlQpDh06RNWqVY1lWrVqRb58+Zg3b16q+03tzJGvry+3bt3Czc0t6yr0BHq9ng0bNhAQEICtra3Z4shK1t26YbVgAUmDBhH/2Wfp1nfqVCsGD7ameHHFiROJ2OTi1D8vPLfJ8lJdIW/V19Lqei8ijgtlgqgRu5Nrdn64ntiBvZ8XYHl1fZLcWt+oqCgKFixIZGRkut/fufjrI6XGjRvz119/mWx79913KVu2LB9//DElSpTAy8uLDRs2GJOjhIQEtm3bxvjx49Pcr729Pfb29im229ra5ogXRU6JI0u0aAELFmC9fj22X34JpF3fnj3hyy/h/Hkdq1bZ0rFjdgeb+Sz6uX1MXqor5K36WkRdDQbO1HufOrE7idS5Yxu2BpdSvimKWURdn0Juq29GY7Wo5MjV1ZUKFSqYbHN2dsbDw8O4fcCAAYwdO5bSpUtTunRpxo4di5OTE52S16IQOUtAAFhZwYkTcPFiukWdnWHCBG3NtTfeyKb4hBB5w4gR1Lm4hESdDTenL6dU/RfNHZHIQhaVHGXE0KFDiY2NpVevXty9e5eXXnqJsLAwXF1dzR2aSE2BAlC7NuzahdX69dqiaukIDs6esIQQechPP8HYsQBYz/qRUu82NnNAIqtZ5FD+R23dupUpU6YYr+t0OkJCQrh27RpxcXFs27YtxdkmkcM8HNKvW7v2qe4WHw8GQ1YEJITIK/Z/EYah5wfalREj0L0bbNZ4RPaw+ORIWIDk5GjzZqwyOAxzzhwoVQp+/z0rAxNCWKrLly8zf/QsXIa3xcqQxLXGb2uLOYo8QZIjkfNVrgxeXuhiYih06FCG7vLvv3D5MowZo81kK4QQGTVr1iz8/PzoGtKDCjwgxLE0Hit+0pY0EnmCJEci59PptN7WQMVZsyAx8Yl3GTAAXFy0pdlWrcra8IQQluPy5cu8//77GB62yRuAz+P/5UbkTfMGJrKVJEcid+jeHaXT4XzjBlYDBz7xdJCHB/Ttq10OCZGzR0KIjPn7xN/GxChZkiGJs2fPmikiYQ6SHInc4ZNPSFqyBKXTYT1zJkya9MS7DB4Mrq7a2aOVK7M8QiFELqcMijt9F6T4YrS2tqZUqVJmiUmYhyRHInfQ6VBt2nAieaz+kCGwfHm6d/HwgP79tcujRsnINSFE+tSUKXQ4M48ZgJVO+3q0trZm5syZ+Pj4mDc4ka0kORK5yrnXXyfpww+1K2+/DXv3plt+0CBwc4O//oKdO7MhQCFE7rRiBVZDBgPQfMDXXLh4gS1bthAeHk737t3NHJzIbnluEkiRy+l0GCZOxPriRVizBl5/XUuQSpRItXj+/DBjBpQsCbVqZXOsQohc4Z+f91G6Z2d0SsGHH+IzaRDodHK2KA+TM0ci97GxgSVLoGpVuHlTmwfpzp00i7/1liRGQojUHfv9PPm7tEQXG0tiYBB8+60M2ReSHIlcysUFVq8GX184fRratNGmxH6CS5cgISEb4hNC5Hhn99/F4Y0gCnGTs65VMCxaqv34EnmeJEci9/L21prWXF1h+3bo3j3dMftjx0Lp0vDjj9kYoxAiR7oansDNV9ryQtLfRNj64LV/NXYFXMwdlsghJDkSuVvFivDrr2BtDQsXasPS0pAvn3Zy6bPP4MGD7AtRCJGz3L2jOFi1B7XjtxJt5Yrt+jW4lEl/UWuRt0hyJHK/pk21XtegZT5z56ZarEcPrd/29evwzTfZF54QIud48AB+qzyalvd+JhFromf/gkfDSuYOS+QwkhwJy9CjB3z6qXb5vfdg06YURezstNwJYPx4uH07G+MTQuQIN7+eR/fL2gKy10dNx6troJkjEjmRJEfCcnz+Obz5prb22htvwMmTKYq8+SZUqQJRUVofJCFEHrJlC/5fvAfAlXc+oWjIe2YOSORUkhwJy2FlBXPmQN26EBmpDfGPiEhR5MsvtcvffQfh4dkfphAiexkMcHXjSW1Uq14PHTtSdO4X5g5L5GCSHAnL4uCgLaRWujRcuAAtW6bofd20KTRurI3YPXjQPGEKIbKHUjCy53X0ga9pP5rq1NH6JVrJ159Im7w6hOUpWBBCQ7XF1Q4cgM6dISnJeLNOp/XfPnNGa30TQlgmpWDURzG8/lNL/AzhRHmWgt9/135ECZEOSY6EZSr18EPQ3l77P3hwipu9vc0UmxAiW3wxJomqEztTi/3EOnvgtiNU+/EkxBNIciQsV926MH++dvmbb7RlAVKxbRts2ZKNcQkhstyECeAU8hFtWEmitR2O61Zqze1CZIAkR8KydejwXw/sAQNg1SqTmxcsgAYN4P33ZVkRISzF5Mlw8ePvGMRkAGwWzIN69cwclchNJDkSlm/oUG3uI6W0VWgPHDDe1KoVeHrC2bPa6DUhRO6WlAS35/7BN/TXNowdq83hIcRTkORIWD6dDr7/HgIDISYGWrTQRrKhLcv2xcMRvWPGwM2bZoxTCPHcrI8c5LOzb2KNAdW9B3zyiblDErmQJEcib7C1hWXLtLXYrl+H116De/cACA6GqlW1Ub4jRpg1SiHEM9qzB9SFi9CiBbqYGGjaFN30adqPIyGekiRHIu9wc4M1a7RhaidOQLt2kJCAtfV/a639+CMcPmzeMIUQT2fKFGhWJ5IbNR5O/FqxovZjyNbW3KGJXEqSI5G3+PrC6tXg7Kytv/bBB6AUr7wCHTtqM+n266d1TxJC5Hxffw0fDdTzK+3wvHUCVaSI9iPI3d3coYlcTJIjkfdUrar9qkxebuRhp6Ovv4YyZaB3bzPHJ4TIkM8/h48+UszgAwLYiHJ2Rrd6tfYjSIjnIMmRyJuCgv4bnjZiBCxciI+Ptlbtm29KNwUhcjKlYNgw7a37KePozmywskK3dClUq2bu8IQFkORI5F0ffghDhmiXu3WD7dtNlluSeY+EyJk++ujhCH0WM5Zh2sapU7WBFkJkAkmORN42fry2wFpCArRuDadPoxTMmwf+/nDsmLkDFEI8rnx5eIUdLLAJ1jYMGgS9epk1JmFZJDkSeZuVFfz8M7z8Mty9C0FB6G7dZPVquHZN669tMJg7SCHEo7rV+4ct7q2xTkyAtm3hq6/MHZKwMJIcCeHoqC1OW7w4/PsvvP46U8bF4uKizZ3y00/mDlCIvO3BA+2HyvXraDO1BgVhHXkHatXSftxYyVeZyFzyihICoHBhCA2F/Plh716KfvIOn4/RThl9/LE2dYoQIvvduQNNmsDMmdCpTSyqVSs4d077MbNqFTg5mTtEYYEkORIiWdmysGKFNnHc8uX0vfIJ1atrE2kPGGDu4ITIey5d0taL3bsXCuQzsMyxK7o9eyBfPm0uI09Pc4coLJQkR0I8qn59be4jwGriV/wWOANra1i6VJs7UgiRPU6cgDp14NQpKFoUTrf9FI/Nv2g/XlasgHLlzB2isGAWlRyNGzeOmjVr4urqSuHChWndujWnT582KaOUIiQkBG9vbxwdHWnQoAEnTpwwU8QiR+rcWVuFFij2ZW9mtgoF4OBBcwYlRN6xfbt2xujyZS0HOtZ7JgVnT9BunD0bGjQwa3zC8llUcrRt2zZ69+7N3r172bBhA4mJiTRt2pQHDx4Yy0yYMIFJkybx3XffsX//fry8vAgICOD+/ftmjFzkOMOHayvSGgx0C+vIwVlHGDXK3EEJYfmSl/C5dw9q14a9o9ZSYMTDaetHj4a33zZrfCJvsKjkaN26dQQHB/Piiy9SuXJl5syZw8WLFzn48Ce/UoopU6YwbNgw2rZtS4UKFZg3bx4xMTEsWrTIzNGLHEWn03qANmqELjqaaiNe037GCiGylJUVrFwJ770Hmycfxa1HB0hKgq5dtSmxhcgGNuYOICtFRkYCUKBAAQDOnz9PREQETZs2NZaxt7enfv367N69m549e6a6n/j4eOLj443Xo6KiANDr9ej1+qwK/4mSj23OGLJTttdXp4MlS7CpXx/dqVOooCDOzd1CyKT8TJ2ahItL1h06Lz23eamukLfqm9G6JibCrl066tfXVnwuWhS+//QyNq+8BtHRGBo0IOn777WCOVReel4h99Y3o/HqlLLM9ceVUrRq1Yq7d++yY8cOAHbv3k3dunW5cuUK3t7exrLvv/8+Fy5cYP369anuKyQkhNGjR6fYvmjRIpxkGKnFc7xxg1eHDsXh3j22OjQmIG4tTZpd5oMPZPpsIZ5XTIwNX39dgyNHCvPJJ/uoVes6NrGx1Pv0U9zDw7nv48P2L78kMSt/jYg8IyYmhk6dOhEZGYmbm1ua5Sz2zFGfPn04duwYO3fuTHGb7rFVRZVSKbY96tNPP2XQoEHG61FRUfj6+tK0adN0H9ysptfr2bBhAwEBAdja2potjuxizvrqKlZENW5Mg5hNfEcfPlg3g379fGnSJGt+W+Sl5zYv1RXyVn2fVNfwcGjTxoYTJ3Q4OiqqVq1BUFM91m3aYBUejipcGIfNm2nq75/tsT+tvPS8Qu6tb3LLz5NYZHLUt29fVq1axfbt2/Hx8TFu9/LyAiAiIoIiRYoYt9+4cQPPdObLsLe3x97ePsV2W1vbHPGiyClxZBez1Pfll2HRImjThp7qB85RkvfeG8pff2nzRmaVvPTc5qW6Qt6qb2p13b0b2rSBGzegSBFYtUpHjerW8GEfWL8eHB3RrV6NbenSZor62eSl5xVyX30zGqtFdchWStGnTx9+++03Nm/eTPHixU1uL168OF5eXmzYsMG4LSEhgW3btlGnTp3sDlfkNq1awZQpAEzgY+pcWUbv3uYNSYjcaO5caNhQS4yqVIE//4QaNYCvv9YGQuh02o+RmjXNHKnIqywqOerduzcLFixg0aJFuLq6EhERQUREBLGxsYDWnDZgwADGjh3LihUrOH78OMHBwTg5OdGpUyczRy9yhX79tD9gPl0IX7ybhQvNHJMQuciePfDuu5CQAG+8ATt3go8P8MsvMHSoVmjSJGjd2pxhijzOoprVpk+fDkCDxyYImzNnDsHBwQAMHTqU2NhYevXqxd27d3nppZcICwvD1dU1m6MVudakSRAejsOqVazidfp9s5dOnUqRTrc1IcRDtWtri8gWKgQhIQ/XjN29G955RyvQty/072/OEIWwrOQoIwPvdDodISEhhISEZH1AwjJZW8OiRaj6DSh48AAL7gahu7MHPDzMHZkQOdKRI1CixH9vkWnT+O/HxLlzWpN1fDy0bAmTJyO/NIS5WVSzmhDZxtkZ3eo/wM8Pq7NntCaAuDhzRyVEjrNliy+vvmpDp07aXI7wSO5z+zYEBcGtW1C9OixerP34EMLMJDkS4ll5eWkrg7u7w86dHKv+LhvWG8wdlRA5Qlwc9O5txTffVCMuToeNDTzs/qmJj9eGq/3zDxQrBn/8Ac7OZotXiEdJciTE83jxRVi+nCQrGyqdXMLxtiO4etXcQQlhXuHh2sKxP/5ojU6nGD48iT/+4L9Z5Q0GrVf2jh3g5qb9yHhkehUhzE2SIyGeV+PGJE3/EYCBMWP5ucEsctmM+kJkmpUroWpVOHgQPDwUI0bsZeRIg9bxOtnIkVoTmo0NLF8OFSqYK1whUiXJkRCZwO79YG730hbFHHymJ7Pf2vCEewhheRIS4KOP4N49bd7UffsSqVbthmmh2bPhiy+0yzNnQpMm2R6nEE8iyZEQmcTju9FcfLUzNiTx5vJ2rJ/4l7lDEiJb2dnBsmXadEXbt2tdiUxs3AjJC3wPGwbdumV7jEJkhCRHQmQWnY5iYbP41+dV3Imi/EevcWqTdEASlksp7UTQwynmAK1Jbfx4SLFKw/Hj2qyPiYnQqRN89lm2xirE05DkSIjMZG9PsYMruOhUBl91iSI9W0J0tLmjEiLT3bkD7dtD9+7anI0nT6ZT+No1bch+VBS88oqWUclcRiIHk+RIiExmU7gArttD0ecvRL5zh+Ctt/6b4EUIC7B+PVSsqPWltrHRTgKVKZN6WevYWGxat4ZLl+CFF2DFCkhlIW8hchJJjoTIAvmrl8A2dBU4OMDq1Zx5pwebN23m8uXL5g5NiGcWHQ29e0OzZnD1qpbr7N0LH3+cxtyNSUlUnzQJ3eHDULAghIbKTPIiV5DkSIis8vLLsGABPwFlF8+lcZPG+Pn5MWvWLHNHJsRT0+vhpZe0pT8A+vSBw4e1ia1TFRWFdfPmFNm/H2VvD6tWQcmS2RavEM9DkiMhstDll16iJzqS5802GAz07NlTziCJXMfWFrp0AV9fCAuDqVPByemxQkrBrl3aKLTChbHauhWApB9/1FacFSKXsKiFZ4XIac6cOYMB0wWRk5KSOHv2LD4+PmaKSoiM2bBBWx2nVi3t+uDB8OGH2qTWJiIiYP58raP16dPGzcrFhesvvIBHy5bZF7QQmUCSIyGyUOnSpbGyssJg+G/NNWvA6rKd+YIS4glu3tQSoZ9/hnLltOYze3ut87UxMdLrYe1amDVLW/4jedCBkxN06ADdu5NYsyb71q4lSNZME7mMNKsJkYV8fHz44YcfsH7YW9UKmAl4vduDi0fvmjU2IR5nMMCcOVpC9PPP2mj7Jk0eG2x5+rTWA7tYMWjVSutLlJSkNZv9+KN2FmnOHG1xNSsrGbIvciU5cyREFuvevTuBgYGcPXuWgonOFGzeBq/EU5wMfAMurtOmFRbCzP76S2sy27VLu16pEvzwg9YJm+homPOLdpYouQBAoUJaR6Ru3aB8ebPELURWkORIiGzg4+Nj7GN0PTSU2NfqUf76FnjvPZg7V35dC7M6fBhq1tROADk7Q0gI9O+nsD24F3rMgqVL/5vM1MoKmjfXZn987TVJ7oVFkuRIiGzmGVAJ/vhF+2KZPx9KlCDmo1EpR/4IkU2qVNEmrvbwgG/+d52im3+GKrPh1Kn/CpUqpZ0h6toVvL3NFqsQ2UH6HAlhDoGB/00YExLCF2Xmc+NG+ncRIrNs3qz1Jbr7sNubLimRdX1W82tSG4q+5AMffaQlRo6OWrPZtm3wzz/w6aeSGIk8Qc4cCWEu779PzPF/cZo6nlGXe/BezWKM29NAvntEljl5EoYO1QaXAfw49AxDC86GefOwv3btv4K1amnNZm++mcq4fSEsnyRHQpiR05Sx3D97Hte1y5hysQ0dX9rNjG3l8PU1d2TCkly6BKNGwbx54GB4wLtWv/I/r1mU+mnHf4UKFoR33tGazipUMF+wQuQAkhwJYU5WVrj+No+4epfJf3A3My8H8frLe5m9poC5IxMWQCn45BP4ZoqicsKfTGcWb9sswSnxPlxF61wdGKidJWrZUjpXC/GQ9DkSwtwcHHBY9zuJxUtRnHB+uvk6LRolcORIIXNHJnI53a2b1Ng+iQMJFdnHy7zPj1piVKIEfP45XLigLQb7xhuSGAnxCDlzJEROULAgNutDMbz0Mi/d/ZMZ0Z3ZfnuYuaMSucy1azD56yQ+KL6eEltmwapVtE9MBEA5OKBr1047S/Tqq9pZIyFEqiQ5EiKnKF0aq1W/oxo1oo3+dxqsPQEh+6CANLGJ9J0/D3OGn8N56Wz6Jc3Dhyv/3VijBnTvju7NNyFfPrPFKERuIj8dhMhJ6tVD17s3APnPnsWmbFnuTp7LWx0NMtRfpHBwRwzfvfQzF0o0YMyiUnycNBYfrpDgWgD694ejR2H/fvjgA0mMhHgKcuZIiJxm0iSSHjwgfuVKnG7eJP+gdxnE97y3+Rs+WlGHevXMHaAwK6XgwAE2dppFzbOLqU4UAAZ03KvZlPxDumPX6nVtpVghxDORM0dC5DQ6HYbvv2fjtGkkjR9PkosbNTnA77fqcvHVzkwZctl0IVBhsS5fvsyWLVu4fPkyEcdvkfj1FKhcGWrVosnZmbgTxU1nfyJ6jcHq4gUK/LkOXYf2khgJ8ZwkORIih1K2thgGDsT63Bn0we9hQEcntYj3JpZhdonPOHc81twhiiw0a9Ys/Pz8aNSoEX6+vvxe0QubjwZqK8Ta26Nv34nbyzZRKOocXt+PQCbHEiLzSHIkRE5XuDC2c37A6tBBrpd5BWdieO/iSGwqleP0F7+AUiZnGETut3PRLt7v8R4GgwEAA9CbJPblrwDffw/XrmG7bCEe7RvJqDMhsoC8q4TILapWxfPUNm5MXcp1e1/81AXKDO/ArDJl/jvD4OfHrFmzzB2peBaxsejnLmS/e2P0nethQJncnATE/jYVevWC/PnNE6MQeYQkR0LkJjodhft0oNCtv4kaMprLDg68f+bMf2cYDAZ69uwpZ5ByiYsXFGHjDmoJT5Ei2L77NjWjNlOSlB/O1tbWlCpVyhxhCpHnSHIkRC5k5eKE21cjOTN3LobHbktKSuLwn6fMEpdIn8EABw/q+GNuYSYXn8Yd/6o0/V8NmD4dIiPBz48bvUNwOhDODz/9hLW1NaAlRjNnzsTHx8fMNRAib5Ch/ELkYqXr1sXKysp45gjAGsjXridz231H86lBeHqaLz6h2bPxAWFfH8Nz+zICYn9nOpewRZu5OkFnR0xgW/IN7g6NGlH4YR+i7tW7ExgYyNmzZylVqpQkRkJkI0mOhMjFfHx8+OGHH+jZsydJSUlY6ayYqHPmFcN5XvnlNdb92pztrSfx+a9lpd9uFrl8+TJnzpyhdOnSFC3qQ/jhu5xZdphqHKLgpcNw+DAv/X2a2sr0HN8t38rYf9gD156dsEtjFnQfHx9JioQwgzz7cTlt2jSKFy+Og4MD1atXZ8eOHeYOSYhn0r17d8LDw9myZQsXLl6g7+3LnGn9EXqdLc3UWsasrIjVkEFw7x4AV66kvz+RMcqgmDj8a/yKFTMOt//K2oPi1QvQdHxjCo7/CBYtglOnsFIGopy9uFexHklVqnHkgw9wP7cf10/7yPIwQuRAefLM0dKlSxkwYADTpk2jbt26zJw5k+bNm3Py5EmKFStm7vCEeGqPn2EovWICnHmPu90Gk3/nHzB5Mvz8MzcHfEGx4d15saI1QUHQuDG8/DK4upox+BwuPh4unDdwdee/+N4+TMl7h+DwYcL3HWDovdvGPl8G4H/qDp0AnX1x9BWr4d+6KlTV/tyKFAFAr9dzITSUF81VISHEE+XJ5GjSpEl0796dHj16ADBlyhTWr1/P9OnTGTdunJmjEyKTlC5N/h2rYP16GDgQTp2i0PCeHGQaA/6awvi/GjB+vDZNzosvahMv9++vrVMK8OABxMaCoyMkJoJNGp8W1tbg4PDf9QcP0g7Jykrb36Nl9XqIi7PmwQOwtU27bEyMtnJGanQ6cHJKvaxS2n6TkrR6xMdrfw8ewP372pJjyYPAIiNh5Kd6bM6cwv3fw3hfP0zpB4epymFe4L7JMcMhZWd44OTyP2jatkXaD4IQIsfLc8lRQkICBw8e5JNPPjHZ3rRpU3bv3p3qfeLj44mPjzdej4rS1jLS6/Xo9fqsC/YJko9tzhiyU16qb6bWtVEjOHAAq5kzsRozhir3jrKVhuwq3olOiT9z8ZIVf/2lTbzcsWMier2WVSxYoOODD578EdG8uYHff/9vPZPChW2IidGlWvbVVw1s3PhfWX9/G27dsgVSJhPVqxvYs+e/suXL23DhQur7LVdOcfRoovF6jRo2nDqVetnHdeli4KeftONYrwtl/PSOOBCfoly8zp6bXhXxDqqMqlqV4t7eWLVrZ9oZ3tqa0lVfTPd5k9exZcpLdYXcW9+MxpvnkqNbt26RlJSE52NDeDw9PYmIiEj1PuPGjWP06NEptoeFheH06M9VM9mw4f/t3XtQVOf5B/DvIuxCBJakigusrKtpJATUqEQQEwxVlMRomiYak0HU3DSJk9RMa9oZR3pJS9uJU6lTUydGO06b2kZtdKRGHBAa8IIBuXiDUlCDXCodl1UCrPL+/rB7frsuewFh9+zh+5nZmd1z3vPu88x7Xnj2nLN7CnwdgleNpHyHNNeJE6HOy0Pcn/+MCUeOIPLRbuStOIiOjmA0NGhx6ZIW//nPJeTn3ykMTp2aCCDRbbft7e3Izz8pvb59+2k4+9PS0fFf5OeXSq97excC6P8+YCaTCfn5JdLrrq75APqfbzdumJGfX2Tz+kkA4U5jDgzsg0ZzCyEht3DtWivy82sAAGHtl5GOHnwTNBotuofwX8NEdD9sQO8jsbih10MEBuIrm37Wrl2Lbdu2oa+vDwEBAVizZg2qq6tRXV3t9L2tuB8r00jKFfC/fLu6ujxqpxLC2YFqZbp69SpiYmJQVlaGlJQUafkHH3yA3bt348KFCw7b9HfkaPz48bh27RrCw53/AR5uFosFBQUFmD9/PoJsz0co1EjKd9hzra4GJkwA3Oy/tqehnN3L9N5Pq1lQWFiI9PR0u1yH8rRaX9+d/kaNupOH02/u3b4NNDYCEyd6fFuOr7/+Gg0NDZg0aZJH3yzjfqxMIylXwH/z7ezsxJgxY2AymVz+/x5xR47GjBmDUaNGORwlam9vdziaZKXRaKDp5z9DUFCQLHYKucThLSMp32HLdcYMl6sPHz6MzMxMl23y8/P7bRMR4XkYERF3rjkKDr6NiAjXuWq1nvV5L7EjKAh4+GHP3uh/jEYjjEbjgLa581bcj5VoJOUK+F++nsY64oojtVqNGTNmoKCgAN/97nel5QUFBViyZIkPIyOSj7S0NLS0tEivExIS8MYbb2DdunXSsjFjxvgiNLf8OXYikocRVxwBwPr165GVlYWZM2ciJSUF27dvx+XLl7FmzRpfh0YkCyEhIQj53zmt5uZmdHR0YM6cOdDpdD6OzD1/jp2I5GFEFkfLli1DR0cHfvrTn6KlpQUJCQnIz8+HwWDwdWhEslNZWQkAmOHmVJwc+XPsROQ7I7I4AoA333wTb775pq/DIJK9iooKxMTEIDIycsDbHj16FDU1Nfj+978/DJG5dy+xE9HINWKLIyLyTEVFBaZPnz6obefNm4d58+YNcUSeu5fYiWjkGrH3ViMiz1RUVPR7WiozMxPr169HcnIy4uLiUF5ejsWLF8NgMGD79u1Sm/Pnz0vPN23ahOTkZBgMBpw7d07Wse/evRuzZs1CYmIiFi9ejN7eXgDArFmzcPr0aQBAdnY2tm3bNux5EJF3sTgiIqc6Ojpw5cqVfo++1NbWYsqUKThx4gQee+wxbNiwAZ9++ik+//xz7Ny5EwCku9Vb2xuNRpw4cQKvvfYaDh48KOvYn3rqKZw8eRI1NTUYM2aMdHPqjRs34he/+AU+/PBDhIaGYu3atcOaBxF5H4sjInLqq6/u/B703QWGyWSCWq3GypUrAQDBwcF45513MHr0aGg0Gmi1WphMJoSGhiIwMBAmkwlBQUFSe7VajYiB/CCSl2MXQmD79u1ISkrC1KlTsX//fgT/75cuFy1ahH//+9/44osvsGXLlmHNgYh8g8URETlVWVmJyMhIxMTE2C2vra1FUlKS9LqmpgazZs2SnickJKC2thaPPPKI1P6xxx6z2966To6x79q1C//6179QUlKCqqoqhIeHIz4+HgBw6tQpXL9+HREREQh0djdeIvJrLI6IyKkNGzagra3NYXltbS0SE+/cd00Igba2Nul3hKzramtrkZCQ4NAe+P8iRK6xnz17FrNnz0ZISAi2bNmCvr4+3H///Whubsarr76KoqIi1NfXS9dTEZGysDgiogE7e/asVGA0NTVhwoQJ0jrbAsNaANm2v3XrFm7cuDHsp9Wc8ST2rKws/OxnP0NaWho6OjqQmJiIb775Bs8//zy2bt0Ko9GIH/7wh/j5z3/ukxyIaHjxmDARDVheXp703Gg0orCwUHq9b98+APbX+ti2DwwMRH19vRei7J8nsQN3Cqe7HT9+XHq+fPlyLF++fHiCJCKf4pEjIiIiIhs8cjQIQggAQGdnp0/jsFgs6OrqQmdnp1/dFXmwRlK+zFW5RlK+zFW5/DVf6/9t6/9xZ1gcDYLZbAYAjB8/3seREBER0UCZzWZotVqn61XCXflEDvr6+nD16lWEhYVBpVL5LI7Ozk6MHz8eV65cQXh4uM/i8JaRlC9zVa6RlC9zVS5/zVcIAbPZjOjoaAQEOL+yiEeOBiEgIAB6vd7XYUjCw8P9aue8VyMpX+aqXCMpX+aqXP6Yr6sjRla8IJuIiIjIBosjIiIiIhssjvyYRqPBpk2boNFofB2KV4ykfJmrco2kfJmrcik9X16QTURERGSDR46IiIiIbLA4IiIiIrLB4oiIiIjIBosjIiIiIhssjmSipKQEzzzzDKKjo6FSqfD3v/9dWmexWLBhwwYkJiZi9OjRiI6OxooVK3D16lWXfe7atQsqlcrh0d3dPczZuOcqXwBYuXKlQ9zJyclu+927dy/i4+Oh0WgQHx+P/fv3D1MGnnOXa39jpFKp8Jvf/MZpn3Id21/+8pdISkpCWFgYIiMj8eyzz+LixYt2bYQQyMnJQXR0NEJCQjB37lycPXvWbd9yG1t3uSpp3noyrkqas57kq5R5u23bNkyZMkX6MceUlBT84x//kNYrZb4OFIsjmbh58yamTp2KrVu3Oqzr6upCRUUFNm7ciIqKCuzbtw91dXVYvHix237Dw8PR0tJi9wgODh6OFAbEVb5WCxcutIs7Pz/fZZ/Hjx/HsmXLkJWVhaqqKmRlZWHp0qU4efLkUIc/IO5yvXt8PvnkE6hUKnzve99z2a8cx7a4uBhvvfUWTpw4gYKCAty6dQsZGRm4efOm1ObXv/41Nm/ejK1bt6K8vBw6nQ7z58+X7lnYHzmOrbtclTRvPRlXQDlz1pN8lTJv9Xo9cnNzcfr0aZw+fRrp6elYsmSJVAApZb4OmCDZASD279/vss2pU6cEAHHp0iWnbXbu3Cm0Wu3QBjcM+ss3OztbLFmyZED9LF26VCxcuNBu2YIFC8SLL754jxEOHU/GdsmSJSI9Pd1lG38Z2/b2dgFAFBcXCyGE6OvrEzqdTuTm5kpturu7hVarFR999JHTfvxhbO/OtT9Kmbf95arUOSuEZ2OrpHl7//33i48//ljR89UdHjnyUyaTCSqVChERES7b3bhxAwaDAXq9HosWLUJlZaV3AhwCx44dQ2RkJB566CG89tpraG9vd9n++PHjyMjIsFu2YMEClJWVDWeYQ6qtrQ2HDh3CK6+84ratP4ytyWQCADzwwAMAgMbGRrS2ttqNk0ajQVpamstx8oexvTtXZ22UMG+d5arUOetubJUyb2/fvo2//OUvuHnzJlJSUhQ9X91hceSHuru78f777+Oll15yecO/uLg47Nq1CwcOHMCnn36K4OBgpKamor6+3ovRDk5mZib+9Kc/obCwEB9++CHKy8uRnp6Onp4ep9u0trZi3LhxdsvGjRuH1tbW4Q53yPzxj39EWFgYnnvuOZft/GFshRBYv3495syZg4SEBACQxmKg4yT3se0v17spZd46y1Wpc9aTsfX3eVtTU4PQ0FBoNBqsWbMG+/fvR3x8vGLnqycCfR0ADYzFYsGLL76Ivr4+/P73v3fZNjk52e6CyNTUVEyfPh2/+93vkJeXN9yh3pNly5ZJzxMSEjBz5kwYDAYcOnTI5R8glUpl91oI4bBMzj755BO8/PLLbq9B8Iexffvtt1FdXY0vv/zSYd1gxknOY+sqV0BZ89ZZrkqds+7GFvD/eTt58mScOXMG169fx969e5GdnY3i4mJpvdLmqydYHPkRi8WCpUuXorGxEYWFhS4/ffYnICAASUlJPv+UMhhRUVEwGAwuY9fpdA6fTNrb2x0+wcjVP//5T1y8eBF79uwZ8LZyG9t169bhwIEDKCkpgV6vl5brdDoAdz5ZRkVFScvdjZOcx9ZZrlZKmrfucrWlhDnrSb5KmLdqtRoPPvggAGDmzJkoLy/Hli1bsGHDBgDKmq+e4mk1P2H9A1tfX4+jR4/iW9/61oD7EELgzJkzdju5v+jo6MCVK1dcxp6SkoKCggK7ZUeOHMHs2bOHO7whsWPHDsyYMQNTp04d8LZyGVshBN5++23s27cPhYWFMBqNduuNRiN0Op3dOPX29qK4uNjlOMlxbN3lCihn3nqS6938ec4OJF8lzNu7CSHQ09OjqPk6YF6+AJycMJvNorKyUlRWVgoAYvPmzaKyslJcunRJWCwWsXjxYqHX68WZM2dES0uL9Ojp6ZH6yMrKEu+//770OicnRxw+fFg0NDSIyspKsWrVKhEYGChOnjzpixTtuMrXbDaL9957T5SVlYnGxkZRVFQkUlJSRExMjOjs7JT6uDvf0tJSMWrUKJGbmyvOnz8vcnNzRWBgoDhx4oQvUpS4ytXKZDKJ++67T2zbtq3fPvxlbNeuXSu0Wq04duyY3X7a1dUltcnNzRVarVbs27dP1NTUiOXLl4uoqCi/G1t3uSpp3rrLVWlz1pP9WAhlzNsf/ehHoqSkRDQ2Norq6mrx4x//WAQEBIgjR44IIZQzXweKxZFMFBUVCQAOj+zsbNHY2NjvOgCiqKhI6iMtLU1kZ2dLr999910RGxsr1Gq1GDt2rMjIyBBlZWXeT64frvLt6uoSGRkZYuzYsSIoKEjExsaK7OxscfnyZbs+7s5XCCH+9re/icmTJ4ugoCARFxcn9u7d68Ws+ucqV6s//OEPIiQkRFy/fr3fPvxlbJ3tpzt37pTa9PX1iU2bNgmdTic0Go144oknRE1NjV0//jC27nJV0rx1l6vS5qwn+7EQypi3q1evFgaDQYrpO9/5jlQYCaGc+TpQKiGEGMojUURERET+jNccEREREdlgcURERERkg8URERERkQ0WR0REREQ2WBwRERER2WBxRERERGSDxRERERGRDRZHRERERDZYHBERERHZYHFERCNOU1MTVCqV3SMnJ8dn8UybNs0ulrlz5/osFiJicUREMpOUlORQuLh7REZGDuq9NBoNUlNTkZqaitjY2H7bHD58GNOmTYNGo0FcXBwOHDjgtt/S0lK8/vrriIuLg1arhUajQUxMDBYtWoSPP/4YN2/etGv/6KOPIjU1FQkJCYPKg4iGFu+tRkSyIYTA/Pnz0d3dbbf82rVruHjxIjQaDWbOnOmw3fTp05GXl+fx+zQ1NcFoNMJgMKCpqclpu6+++grJyclQq9WYPHkyGhoa0NnZiQMHDuCZZ55xaN/V1YVVq1bhr3/9KwAgODgYkyZNQkhICJqbm9HS0gIAiIqKwhdffIHExES77Y8dO4Ynn3wSaWlpOHbsmMf5ENHQCvR1AEREViqVCkePHnVYvnnzZrz33nuYNWsWiouLvRbPBx98gNjYWHz55ZeIiorC9evXsWDBAuTk5DgURxaLBRkZGSgtLYVOp8OvfvUrvPDCCwgJCZHanDt3Dnl5edixYwcaGhociiMikgeeViMi2auqqgIATJ061avvW1dXh2effRZRUVEAgIiICLz88suoq6tzaPuTn/wEpaWlGDduHI4fP44VK1bYFUYAEB8fj48++ghFRUWDPhVIRMOPxRERyZ6viiOj0YiDBw+ira0NAGA2m7Fnzx5MmjTJrp3JZJJO6/32t7/FhAkTXPY7Z84czJ49e1hiJqJ7x9NqRCRrFosF58+fBwBMmTLFq+/9gx/8AHPnzsXEiRMRFxeHhoYGmEwm6Zoiq0OHDsFsNmPs2LF4/vnnvRojEQ09HjkiIlm7cOECent7MWrUKK9/m+uJJ57AoUOH8PDDD+PixYswGAzYs2cPXnjhBbt2ZWVlAIDU1FQEBvIzJ5G/4ywmIlmznlL79re/7XANjzdkZmYiMzPTZZvm5mYAd07DEZH/45EjIpI1T683OnjwIFQqlVSoeJPZbAYAjB492uvvTURDj8UREcmatThyd73RjBkzUF5ejpiYGG+EZScsLAwAHH7ckYj8E0+rEZGsVVdXA3B/5Cg6OhrR0dHeCMmBtSBrbGz0yfsT0dDikSMikq22tjbpa/TuiiO9Xo+NGzd6IywH1q/ll5WV4datWz6JgYiGDosjIpIt6ym1Bx54AHq93mm7jo4ONDc3e/13kKyeeuophIaGor29HZ999plPYiCiocPiiIhky9Prjaztpk2bNtwh9SsiIgLr1q0DALz77rsu79cG3LkxrfXr/0QkPyyOiEi2PL3eqKqqCqGhoQ6/XO1NOTk5SElJQVtbG1JSUrB7926HG+jW1dXhrbfewty5c9He3u6jSInIHV6QTUSy5enX+KuqqjBlyhSoVCpvhNUvtVqNI0eOYOXKldi7dy9WrFiBN954A5MmTUJISAiuXr0q/cyAXq/Hgw8+6LNYicg1HjkiIlnq7e3FhQsXAHh2Ws1X1xvZCg0NxWeffYaSkhK88sorGD9+PJqamlBVVQUhBJ5++mns2LEDdXV1Xv+1byLyHI8cEZEsqdVq9Pb2um1nsVhw7tw5rF271gtReebxxx/H448/7uswiGiQWBwRkV+z3nttMEeOWltbMWfOHADA6tWrsXr16qEOzyOrVq1CfX09TCaTT96fiOyxOCIiv1ZVVYWAgAAkJiYOeNuenh6UlpYCAObNmzfUoXmssrJSur6KiHxPJYQQvg6CiIiISC54QTYRERGRDRZHRERERDZYHBERERHZYHFEREREZIPFEREREZENFkdERERENlgcEREREdlgcURERERkg8URERERkQ0WR0REREQ2WBwRERER2WBxRERERGTj/wCmjVEiO8WyVwAAAABJRU5ErkJggg==\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1404,17 +1415,35 @@ "source": [ "I_froid = lambda T: 3*(T-19)**2\n", "I_chaud = lambda T: (T-21)**2\n", - "n_froid = np.linspace(17,19,100)\n", - "n_chaud = np.linspace(21,25,100)\n", + "n_froid = np.linspace(12,19,100)\n", + "n_chaud = np.linspace(21,31,100)\n", + "f1 = lambda T: 108-36*(T-13)\n", + "f2 = lambda T: 12-12*(T-17)\n", + "f3 = lambda T: 3-6*(T-18)\n", + "f4 = lambda T: 1+2*(T-22)\n", + "f5 = lambda T: 4+4*(T-23)\n", + "f6 = lambda T: 36+12*(T-27)\n", + "n1 = np.linspace(12,15,500)\n", + "n2 = np.linspace(15,17.5,500)\n", + "n3 = np.linspace(17.5,18.5,500)\n", + "n4 = np.linspace(21.5,22.5,500)\n", + "n5 = np.linspace(22.5,25,500)\n", + "n6 = np.linspace(25,31,500)\n", "plt.title(\"Approximation de l'inconfort en fonction de la température\")\n", "plt.plot(n_froid,I_froid(n_froid),\"--b\")\n", "plt.plot(n_chaud,I_chaud(n_chaud),\"--b\",label=\"Courbe approximée\")\n", - "plt.plot([17,17.5,18,18.25,18.4,18.75,21.25,22,23,24,24.5,25],[12,6,3,1.5,1,0,0,0.75,4,8,12,16],\"-r\",label=\"Tangentes\")\n", - "plt.plot([17,18,18.5,21.5,23,25],[I_froid(17),I_froid(18),I_froid(18.5),I_chaud(21.5),I_chaud(23),I_chaud(25)],\".k\",label=\"Points de tangence\")\n", + "plt.plot(n1,f1(n1),\"-r\",label=\"Tangentes\")\n", + "plt.plot(n2,f2(n2),\"-r\")\n", + "plt.plot(n3,f3(n3),\"-r\")\n", + "plt.plot(n4,f4(n4),\"-r\")\n", + "plt.plot(n5,f5(n5),\"-r\")\n", + "plt.plot(n6,f6(n6),\"-r\")\n", + "plt.plot([13,17,18,22,23,27],[I_froid(13),I_froid(17),I_froid(18),I_chaud(22),I_chaud(23),I_chaud(27)],\".k\",label=\"Points de tangence\")\n", + "plt.hlines(y=0,xmin=19,xmax=21,linestyle=\"dashed\",color=\"blue\")\n", "plt.grid()\n", "plt.legend()\n", - "plt.text(T_min-0.25,-0.75,\"$T_{min}$\")\n", - "plt.text(T_max-0.25,-0.75,\"$T_{max}$\")\n", + "plt.text(T_min-0.25,-5.5,\"$T_{min}$\")\n", + "plt.text(T_max-0.25,-5.5,\"$T_{max}$\")\n", "plt.xlabel(\"$T_i$ [°C]\",size=16)\n", "plt.ylabel(\"$I_i$ [/]\",size=16)\n", "plt.show()" @@ -1430,28 +1459,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 311, "id": "07ebe9e4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "19152.656735088283" + "24620.86503378199" ] }, - "execution_count": 47, + "execution_count": 311, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "f1 = lambda T: 12-12*(T-17)\n", - "f2 = lambda T: 3-6*(T-18)\n", - "f3 = lambda T: 0.75-3*(T-18.5)\n", - "f4 = lambda T: 0.25+(T-21.5)\n", + "f1 = lambda T: 108-36*(T-13)\n", + "f2 = lambda T: 12-12*(T-17)\n", + "f3 = lambda T: 3-6*(T-18)\n", + "f4 = lambda T: 1+2*(T-22)\n", "f5 = lambda T: 4+4*(T-23)\n", - "f6 = lambda T: 16+8*(T-25)\n", + "f6 = lambda T: 36+12*(T-27)\n", + "\n", "\n", "# On retourne à l'intervalle 13050\n", "intervalle_initial = 13050\n", @@ -1465,85 +1495,20 @@ "objectif = cp.Minimize(cp.sum(I_i))\n", "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", "\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - "\t\t\tI_i >= f1(T_i[0:n]), I_i >= f2(T_i[0:n]), I_i >= f3(T_i[0:n]), I_i >= f4(T_i[0:n]), I_i >= f5(T_i[0:n]), I_i >= f6(T_i[0:n]), I_i >= 0]\n", + "\t\t\tI_i >= f1(T_i[0:n]), I_i >= f2(T_i[0:n]), I_i >= f3(T_i[0:n]), I_i >= f4(T_i[0:n]), I_i >= f5(T_i[0:n]), I_i >= f6(T_i[0:n]), I_i >= f0(T_i[0:n]), I_i >= 0]\n", "probleme = cp.Problem(objectif, contraintes)\n", "probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"}, verbose=False)" ] }, { "cell_type": "code", - "execution_count": null, - "id": "d9d0d764", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "===============================================================================\n", - " CVXPY \n", - " v1.3.1 \n", - "===============================================================================\n", - "(CVXPY) May 22 02:31:08 PM: Your problem has 4033 variables, 11 constraints, and 0 parameters.\n", - "(CVXPY) May 22 02:31:08 PM: It is compliant with the following grammars: DCP, DQCP\n", - "(CVXPY) May 22 02:31:08 PM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n", - "(CVXPY) May 22 02:31:08 PM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n", - "-------------------------------------------------------------------------------\n", - " Compilation \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Compiling problem (target solver=ECOS).\n", - "(CVXPY) May 22 02:31:08 PM: Reduction chain: Dcp2Cone -> CvxAttr2Constr -> ConeMatrixStuffing -> ECOS\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction Dcp2Cone\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction CvxAttr2Constr\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction ConeMatrixStuffing\n", - "(CVXPY) May 22 02:31:08 PM: Applying reduction ECOS\n", - "(CVXPY) May 22 02:31:08 PM: Finished problem compilation (took 6.440e-02 seconds).\n", - "-------------------------------------------------------------------------------\n", - " Numerical solver \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Invoking solver ECOS to obtain a solution.\n", - "-------------------------------------------------------------------------------\n", - " Summary \n", - "-------------------------------------------------------------------------------\n", - "(CVXPY) May 22 02:31:08 PM: Problem status: optimal\n", - "(CVXPY) May 22 02:31:08 PM: Optimal value: 2.739e+04\n", - "(CVXPY) May 22 02:31:08 PM: Compilation took 6.440e-02 seconds\n", - "(CVXPY) May 22 02:31:08 PM: Solver (including time spent in interface) took 1.154e-01 seconds\n" - ] - }, - { - "data": { - "text/plain": [ - "27390.753780967974" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "froid_i = cp.Variable(n)\n", - "chaud_i = cp.Variable(n)\n", - "\n", - "# Formulation et résolution du problème\n", - "objectif = cp.Minimize(cp.sum(3*froid_i**2 + chaud_i**2))\n", - "contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", - " deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - " froid_i >= 19-T_i[0:n], froid_i >= 0, chaud_i >=0, chaud_i >= T_i[0:n] -21]\n", - "probleme = cp.Problem(objectif, contraintes)\n", - "probleme.solve(solver=cp.ECOS, verbose = True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5c5a6125", + "execution_count": 312, + "id": "d2739444", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ "<Figure size 1400x400 with 4 Axes>" ] @@ -1557,27 +1522,29 @@ "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), I_i.value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1591,7 +1558,7 @@ "id": "32b36538", "metadata": {}, "source": [ - "Comme on peut s'y attendre, l'inconfort est beaucoup plus grand (le budget alloué est toujours de 3$) : il est de 19152, alors qu'il était de 6681 précédemment. Un inconfort quadratique est en effet plus pénalisant qu'un inconfort linéaire. Tandis que pour le cas linéaire, le graphe de l'inconfort présentait un pic à une valeur de 25, le pic est ici à 75. Une autre différence que l'on peut constater est que dans le cas linéaire, on observait 3 intervalles durant lesquels la pompe chauffait. A présent, il y en a un supplémentaire au début de la période simulée. Cela se produit parce que dans le cas linéaire, la température de la pièce descendait jusqu'à atteindre 10°C, mais aller si bas dans le cas quadratique ferait considérablement augmenter l'inconfort total. Il a donc fallu chauffer légèrement la pièce pour s'écarter un peu moins de la zone confortable. Le minimum de température est maintenant de 12°C environ." + "Comme on peut s'y attendre, l'inconfort est beaucoup plus grand (le budget alloué est toujours de 3$) : il est de 24620, alors qu'il était de 6681 précédemment. Un inconfort quadratique est en effet plus pénalisant qu'un inconfort linéaire. Tandis que pour le cas linéaire, le graphe de l'inconfort présentait un pic à une valeur de 25, le pic est ici à 150. Une autre différence que l'on peut constater est que dans le cas linéaire, on observait 3 intervalles principaux durant lesquels la pompe chauffait. A présent, il y en a un supplémentaire au début de la période simulée. Cela se produit parce que dans le cas linéaire, la température de la pièce descendait jusqu'à atteindre 10°C, mais aller si bas dans le cas quadratique ferait considérablement augmenter l'inconfort total. Il a donc fallu chauffer légèrement la pièce pour s'écarter un peu moins de la zone confortable. Le minimum de température est maintenant de 12°C environ." ] }, { @@ -1610,20 +1577,30 @@ "metadata": {}, "source": [ "Nous avons utilisé le solveur ECOS de CVXPY pour résoudre ce problème dont la fonction objectif est maintenant quadratique. Nous avons changé cette dernière et ajouté les contraintes suivantes:\n", - "$$ \\min_{froid_i, chaud_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}3froid_i^2+chaud_i^2 \\quad \\text{tel que}\\\\ $$\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad froid_i \\le T_{min}-T_i \\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad froid_i \\le 0\\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad chaud_i \\le T_i-T_{max} \\\\ $\n", - "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad chaud_i \\le 0\\\\ $\n", - "Nous observons que l'inconfort du problème quadratique \"réel\" est constamment supérieur à celui approximé par des tangentes. Cela reste parfaitement logique. En effet, le problème étant convexe, les tangentes sont toujours inférieures à la fonction quadratique. A l'inverse, pour le problème non approximé, bien que nous n'utilisons plus exactement la technique de l'épigraphe, nous formons la même figure de domaine admissible (concernant les contraintes de températures) que présenté précédemment. Seulement, ce domaine étant plus restrictif, il est cohérent d'obtenir un résultat plus élevé à notre problème de minimisation. La forme générale des graphiques entre la version \"réelle\" et non approximée reste très similaire ce qui nous conforte en la véracité de la modélisation de ces deux problèmes. La différence de temps de calcul entre ces deux modèles paraît négligeable." + "$$ \\min_{f_i, c_i, p_{n_i}, p_{r_i}, T_i, \\Delta T_i} \\sum_{i=0}^{n-1}3f_i^2+c_i^2 \\quad \\text{tel que}\\\\ $$\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad f_i \\ge T_{min}-T_i \\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad f_i \\ge 0\\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad c_i \\ge T_i-T_{max} \\\\ $\n", + "$ \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad \\qquad c_i \\ge 0\\\\ $" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 313, "id": "038a0f17", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "27390.753780967974" + ] + }, + "execution_count": 313, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from cvxpy import ECOS\n", "\n", @@ -1640,36 +1617,49 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "92b9e374", + "execution_count": 314, + "id": "95132633", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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qHWtfffWVlAcBAQGYMWOG2X0qLCzEJ598gm7dukn9LjRq1AiPPvooTp06ZTL/mjVr0L17d7i5ucHJyQktW7bE4sWLZfsSKtn3y759+9CnTx+4urrCzc0NgwcPNunPIDQ0FCEhIVI+iMdH6ePh8OHDGD58OHx9faW8fvLJJ2WveyXP1QsXLmDChAnw9/eHUqnEBx98YNF5WxYxfUVFRXjjjTcQFhYGnU6HJk2aYOXKldJ8f/zxB3r37g03Nzd4enpiypQpSE1NLTPPSueNtb+vJetavnw5mjdvDp1Oh/r162PJkiVS3yzHjh3DkCFD4OXlBVdXV4wYMQJXr1412U5CQgKWLFmCXr16oU6dOlCr1QgICMCoUaPw77//WpSP1aVVq1YAUO49UhQXF4dDhw5BrVZj3LhxVm3LwcEBAKBWq6Vpx44dAyAca+KxXpLYB9DmzZuNpm/duhUAMGbMGJNl2rRpgwYNGuDUqVOV7nPu22+/BQAMGzYM7u7ulVqXJeTyqCxi+iZPnmzynUajKXd5Ly8vo89ivg4dOtRkeX9/f/To0QPp6ek4ePCgNP3o0aMA7v5WJfn6+qJp06YoLCzE9u3bjb77/PPPAQBz5swpN53lKet3Kit94rTjx4/j+vXr5W5Hr9dLx+KDDz5odr5du3bh+++/x8svv1zpztktLZ9aWqawhCVlGMC07FdaWX0/VqSs/vvvv6Nnz55wdnaGt7c3Ro8ejYsXL5ZZlszOzsbrr7+OFi1awMnJCW5ubujVqxc2bdpkNN/8+fNRv359AMb3W0v7HCuvj7mS9xmgcmVAc8z1kUZE+PHHH9GzZ08EBARAq9UiODgY/fr1w/Lly03WQ0RYvXo1evbsCQ8PD+h0OrRs2RLvvvsuCgsLLUqLLVl7n8rIyJBGFy3rvN+5cycKCgqk6WVdK5o1awYfHx+kpKQYlbHFZXr27GnSP6NGo0GXLl0AGN/DKnLf432q3D6V9Pnnn+PAgQN477334OnpKTtPde+TJfdrwPieHRcXhzNnzkCn02Hw4MEm84rloy1btli07vIEBweje/fu2L59u8XnosiqQNqOHTsACDtgrtNTS+Tm5qJXr15YuXIlWrduLQWxAKFT12eeeQZnz55FeHg4Ro4cicaNG2P37t2Iiooqs0PId999F1OmTIGLiwuGDx8OZ2dnfPPNN+jcuTPi4+Nllzly5Ag6d+6M8+fPo2/fvggPD8e+ffvQt29f2YfLjz76CD179sSWLVsQFhaGYcOGQafTYdmyZejUqRMSEhKM5p88eTIef/xxxMXFoWvXrhg2bBiCg4Oxf/9+fPbZZxbn2ccff4wxY8bg2LFj6Nq1KyIjI/Hbb7+hc+fOsg9pAHDu3Dm0adMG7733HoqLizFo0CC0bNlSetD7/vvvLd6+OV999RUWLFiAzMxMtG/fHsOGDYObmxvWrFmDDh064OTJkxav67PPPsPAgQOxd+9eNGnSBKNHj0azZs1w5coVk8JMcXExhg8fjmeeeQaXLl1Cv3790K9fP5w7dw5PPvkkxo4dWyWDXbi4uGDq1Knw9/cHAIwePRpTp06V/spz48YNdOzYEe+++y4KCgowYsQItGnTBr/99huioqKwdOlSs8s+8MADeP3111G3bl0MGDAAWVlZWLJkCR555BGr9mHx4sUYPHgw9uzZg3bt2mHEiBHIycnB22+/jU6dOiEpKUl2uUOHDqFnz56Ij49HdHQ0GjdujN9++w29evUyCnJ3794dUVFRAICGDRsa5U/r1q0tSmN6ejq6dOmCnTt3okuXLmjevDkOHjyI/v374/Tp03j22Wcxe/ZseHl5oV+/fsjIyMD8+fPxyiuvmKzrhRdewFdffQW1Wo0+ffqgb9++yMzMxNtvv43u3bsjOzvb4ryz9vwvi/hgJ3dDssSLL76ImTNnws3NDQMHDgQR4YsvvsCwYcNMOq/V6/Xo27cvZs6ciZMnT6Jr164YOnQoPDw8sGrVKqxbt85o/hkzZmDKlCk4evQoevTogcGDByMhIQEvvfQS+vTpg9zcXNk0bdmyBX369EFaWhqioqIQGBiI7du3o2fPnkadUY8ZMwajR48GIDzEisdHyeDBt99+ix49emDLli1o3LgxRo0aBY1Gg08//RRt27bFuXPnZNNw/vx5dOjQAf/88w969+4tBYwrc96WNG7cOLzzzjto2LAhevbsibi4ODz88MNYuXIl1q1bh6ioKGRlZaF///5wdnbGmjVrMGLECKs7FLbm9y3P7Nmz8fzzz8PX1xf9+vVDamoq5s6di/nz5+PgwYPo0aMH4uLi0KdPHwQEBGDz5s3o27evye+8efNmzJ07Fzdv3kSLFi0wYsQIBAUFYePGjejWrZvZlwH2EBsbCwAICAiwaH4xYDF48OAyC6Cl/f777/jzzz/h5eWFjh07StP1ej0AmF2XWGgs3amv+Llt27ayy4nTyxusoDzfffcdgLKDJnq9Hm+++SZmzJiB2bNn45tvvrHqein65ptvcP78eTRq1AgNGjQod/5r165h//79UKlUGD9+vMn3/fv3BwB88MEHyMzMlKYXFBRg0aJFAGByXlckXyvyG2ZlZeHIkSNwdXVFp06dcPjwYcybNw8zZszAm2++KVuuLEtZv1NZ6XN2dpYeYCw5VjZs2AC9Xo82bdqgWbNmsvPk5OTg8ccfR0REhEUv08tiTfnUFmUKwPIyTGVUpKy+fv16DBgwAPv370ebNm0wYMAAnDx5Eh07dkRcXJzsMklJSejUqRNee+01pKeno3///ujUqROOHj2KkSNH4q233pLmbd26tez9durUqejevbtN9rskW/1elpg3bx4mTpyIEydOoG3bthg1ahTCwsIQExODd955x2heg8GA8ePHY9q0aYiJiUH79u0RFRWFlJQUvPDCCxgxYkS1D5Jn7X1KPOcB+fNevCbl5uYaVWaoyLWsupfhfap4uQEQXnT+73//Q58+fcq8r1d0OxXdpw4dOsDd3R1//PEHDhw4YLTMhg0bpGeSsLAwabq43ebNm8tWNCivHHT06FG88MILmDFjBl577TXpJXpZIiMjUVxcjJ07d5Y7rxFrqq91796dANC3335rddU3ortVdgGhY9f09HSTeWJjY+ngwYMm048dO0YeHh7k5uZm0o5WbDri6Oho1LSioKBA6uSxdFVDsao3AHr77beNvhPbSU+ePNlo+uHDh0mpVFJISIhRtU+DwUCvv/46AUKnkaX3t0OHDib9huTk5NChQ4fM5JSxuLg40mg0pNFojKqE6/V66t+/v7QfJb8rKiqSOqj98MMPjTonPnbsGHl7e5OzszMlJSVZlAZzVeMPHz4s28/V119/TQCod+/eFq2fiCgkJITc3NxMmgAZDAaTjm/FdtotWrQw2oebN29S48aNCQAtX77caBlz1epRRhMWc9VEKzrYgNgmffLkyUZNSPbv309OTk7k4OBgdGyJ6cOdpioltxcbG0uenp4EwOK+xv755x9SKpXk6upqVI22ZJ8vY8eOld0XAPTSSy8ZHUsl+74peYxXtKNZcTkANH78eKN1iulo2rQp1alTh06dOiV9d/r0aVKr1bLt7Ldt20ZpaWlG0/Ly8qSmX6U7xzTXtMDa8788nTp1IgAUGxsr+725pp1iU5rAwECj/j1SUlKk5lO///670TJidfHevXubNEOKj483aoYv9j9Qp04dunjxojQ9IyNDuge88MILRusQzy2lUknff/+9NL2oqEhqhvXKK68YLVNWE45r166RTqcjR0dH2rJlizS9ZD8WHTp0MFpGPFcB0FNPPSVb9b0yzQzFdTdv3pyuX78uTf/jjz+k38Pb29uoqnlGRobUHULpa5i561FFft/y1lX6fDl79ixpNBpycnKi0NBQWrp0qfRdfn4+9enThwDTvrhOnjxpcn0iItq5cyep1Wpq2LChSUf45vJcTLM1f5Y2zUpPT5c6lV+/fr1Fy4j3jQ0bNpQ539dff01Tp06l8ePHU/v27QkAubm50c6dO43m2717NwEgf39/2fWIfXIAMLpmidd0uXwmuls++eijjyzaLzmHDh0iAOTt7S3brJyIzP4G3t7etHXr1jLXv2TJEpo6dSqNGTNGOv6DgoIs7u5DbO40bNgw2e+Lioqk+5WXlxcNGTJEGmzAzc1NtqljmzZtCABt3rxZdp0ffPABAaDnnntOmiY2dZw7d67sMuIxU7IJ519//UWA0KRy5syZJvmnUChMrp/mlPc7iYN+7dixw+S7hIQEaZvLli0rd1sDBgwgwLhfvtKee+45k+tMRZp2VqR8aoumndaUYcprIiR3XatIWf327dvk5eVFAOinn34yyqNHH33U7LUvOjqaANCLL75odGxcvnyZGjZsaFKWrEyTyfKaxorHQEnVMdhAbm4uaTQaCg0NNel/rLCwkPbu3Ws07e233yZAaKqdnJwsTc/OzpYGPvr4449l992aP0ublRUUFEh9Gb733nsWLZObmysNfnL27FmT7w8fPiylo2TZSey2QK5T9+LiYqmz+Dlz5kjTX3rpJaksLicqKooAYRAWUUXue7xPldsn0ahRo0ij0dD58+elaYB8087q3Cciop9//pnUarXRYAPiwAbR0dEmsQixH9TSsRvR7du3pft/SSWfA0r/9erVy6ivtdLEJqjWdAdCZGUfaREREQTApMAokhshoWSncyUDaf/++69VCSUievnllwkA/fLLL0bTxRvapEmTTJa5desWOTs7k1KpNBqJQ7w4du/eXXYZuQv88OHDCZDvvNhgMFCbNm1IqVRKncj+/fffBICeffZZq/e1pFdeeYUA+TbT586dk0bmKHlz3rhxIwGgiRMnyq5TLDRaevGuSB8T3bp1I4VCYXGH+zqdTrZfGDn16tUjwPSBkojol19+IUBoA1+SvQNply9fJkB46JILIouF1BkzZpikDwD99ttvJss8/fTTVv0uU6ZMIcA0qEEkjDKm0+nMnishISGyo8WIAaGSAZTKBtLc3d1N8igjI0M61uU62xY7jLa0/5GcnBxydHSktm3bGk03V5Cz9vwvj06nI5VKZfb78gJpX331lcky4sg4JY/XmzdvkoODA+l0OqMAkDlih6YrVqww+e7kyZOkUCjI1dWV8vPzpeniufXggw+aLHP06FHZ/CyrYP/qq68SYPoyg0gIgooPkIcPH5ami+eqr6+v2U73bRFIkxvNrm3btgTId3AuFghKX0PKC35Z+vtasi6582XUqFEEyI8EuHnz5nLP39LEl1YnT540mm4uz7/88kuzowea+7N0RNcJEyYQIPSvZckIl+K92tPT0+i4liMGpcU/T09Pk346iITrldhRfelAR3FxsfQABcCoA22VSkUAjILYJYnloEWLFpW7X+aIIz3OnDnT7DxTpkyhnTt30o0bNyg7O5uOHz9OkydPJkAYgbN0fyYliX13iX/BwcG0Z88ei9Mn9o3y888/m52nqKiInn/+eZPCcs+ePU0eoIlIGpXN3EipX375JQGgxx57TJr2+eefEwCqV6+eyXFR8qFhwIAB0vQdO3YQAGmwi+eff57i4uIoJSWFvvzyS2m0OLkHpdLK+50mTpxo9qFQDEZacqwkJCSQg4MDOTg4mA2IHT16lBwcHEyuCRUJpFWkfGqLQJo1ZZiKBNIqUlYXj7uoqCiTZTIyMsjV1dWkjCf2A9i1a1fZ69umTZsIAD399NPStNoYSEtKSiIANHz48HL3obCwkHx8fMjV1VW2jJaYmEgajYZatGhhNH3jxo1W36fk+nSSM3fuXAKEjtutGShIHHRGLsAvviAufTzPmzdPuieW9v3330vLlLz+7dq1iwBhdMbSeXb16lVSq9UEgBo1aiRNr+h9j/ep4vtEdPecL329AuQDadW5T6Lff/9dGolb/PP396d33nnH5MX3m2++SQDogQceMFkPkXA+i2WRknbu3Enz58+n48ePU0ZGBiUmJtIvv/wixa/atWtntn+5ixcvEmBdv6JEVgbSxLdv5kbBKl2gAUA//PCD9L14gQwMDCxzO0VFRbRr1y567bXXaMaMGdLFSYzUlg7+iDe00gE2kTikfcm3PeKN4fXXX5ddxtvb2+gHKi4uJhcXF3J1dTX7Izz11FME3A00ZmRkkLOzM7m5udEXX3xhUhPEUr179y6zACg+xJW8OT/55JMEgNauXSu7zJEjRwgATZgwwaI0lHUjzcrKou+//55efPFFmj59uvR7icPqlhxNqixibZe5c+eWWcNK7KQ8ICBA9nuDwUAeHh4EwOitk70DaatXry4zz8XCUdOmTU3Sp1KpZI+7ZcuWWfVQVb9+fQJA586dk/1eDBbJnSsl39SXJBZ6n3zySWlaZQNpffv2lV1GvAjLBYTEhyq5C3h8fDx9+umn9Oyzz9JDDz0kHaNOTk7k6upqNK9cQa4i539ZsrKyCBA6vjanvEDatWvXTJYR36iUvMl+9913BFjW8XVBQYH01khu9D2iux2D/vPPP9I08dz65ptvTOYX97VkwYSo7IK9eM0zl5fPPvssAaAlS5ZI08Rz1dzDGVHlA2lqtVp2NDuxY9Y1a9aYfCd2+l264FNe8MvS39eSdZV1vrzxxhsm34md2pYMEIjy8vJo06ZN9NJLL9Gjjz4qnUstW7YkwLQGWHUPNiC+SfXy8jIaVaos4gsJuREYzcnKyqIjR47QuHHjzD48z5kzRzrPN27cSBkZGXTu3DkaPXo0KZVKUiqVBMDoLakYSDN3DxTfqFc0kFZQUEDe3t4EmI6uZQmxoC/XAX9p6enptG/fPmkwhoULF5a7jBh49/DwMBkUQJSWlka9evUiJycn+vDDDyk+Pp7S0tJo06ZNFBwcTI6OjiYPs2JtTrkXUkR3BzcoeW5lZ2dLL+0GDhxIp06doszMTNqxYwfVrVtXCpaV7ERZPN/NXYvEDpnr1q1bZj5Y8jsdO3ZMOl5efPFFunbtGiUnJ9Mnn3xCWq1WSl95o7yJAXpznUEXFRVR27Ztydvb2+ThsyKBtIqUT20RSLOmDFORQFpFyuoPPfQQAfIvTojuDqxRsiy5ZMkSAkxb04jEygAlH8ZrYyCNiKTzcMmSJXTjxg2z2xIHG4mOjjY7T/PmzUmhUFBOTo7ZeWzl+++/J4VCQVqt1uiFoCXEygKOjo707rvvUmJiIt24cYNef/11UiqV0nlfcjCW+Ph4cnd3l/Lw4sWLlJ6eTj/++CN5enpKy5S8BxoMBqnWdfv27emff/6hrKwsOnDgADVr1kxaJiIiwih9Fbnv8T5VfJ8yMzOpbt26FB4ebnLPBMyP2lld+0QktCJTKpU0atQoOnnyJGVnZ9PJkyel+Ezp55OFCxcSIP9ynsh8IM2crKwsatSoEQHyAyUQEaWmplp0by7Nqo7OfHx8AAC3bt2S/Z6EwByIqMx+Z+rVq2f2u/j4eLRr1w5RUVFYsGABPv/8c6xevRqrV6+WOtfLysqSXVauwzwAUmeWch3I1a1bV3YZFxcXo87yUlNTkZ2djaysLDg6Ohp1nin+ffzxxwDu5o+bmxu+/PJLGAwGPPbYY/D19UWTJk3w5JNPynZuao6YbnP5Jjdd7AB1/Pjxsmlt3769UVor6o8//kCDBg0wadIkLFmyBF999ZX0e4lt/839XqUtX74c9evXx9tvv42wsDDUqVMHEyZMwLp164z6LRDzw1wnpQqFQjoWrO00sCqVl+6yjtPAwECps+aSXFxcAMDiAQdu3rxplD/WpKEiy1RUnTp1ZKc7Ozub/V78rnRevP/++2jQoAGeeOIJfPjhh1i5cqV0jObk5Fh0fFbk/C9LRkYGAMDV1bXcec2Ru3bJHQ9iR9OWdAydmpqKgoIC+Pv7Q6vVys5j7fXU2mO05Lorcq6UdX+prICAANn+QStyXJbHVnlZXrqsSfN///2HiIgIjBgxAosWLcKXX34pnUtif5iWXu+rwurVq/HSSy/B2dkZ27Zts6g/rqKiIqxduxaAfMf25ri4uKBdu3ZYu3Ythg0bhi+//BLr1683mmfRokUYP348kpOTMXLkSLi7uyMiIgKbN2/Ge++9J/V15+HhYbRewLg/kpJycnKM5rPWjh07kJqaivDwcHTq1Mnq5efOnQsHBwfs2bPHqIwkx8PDAz169MD27dvRrl07vPLKK+UOSiH2VTd27FiznRTPnj0be/fuxaJFi/DMM8+gTp068PT0xPDhw7FhwwYYDAY8++yzKCoqkpYRr7XW5KuzszO2bt2KevXqYefOnWjevDnc3NwQHR0NpVKJ5557DoBxfzElr+kPP/ywyXYeeughKBQKxMfH49KlS2bzwZLfqU2bNli9ejV0Oh2WLFmCevXqwc/PD08++aTUJ2/p9Mkpa2AHQOiL7tixY1iyZIn0HFAZ1VU+La2qyzAVKauLywQHB1u8jJh/c+fOlc2/8p7VapPVq1fD09MTL774IurUqYMGDRpg2rRpJv11inm2Y8cO2TxTKBQ4deoUiAhpaWlVmuZff/0V06ZNg1KpxA8//IDOnTtbtfzQoUPx7rvvAgCef/55BAQEoE6dOnj11VcxceJEqa/Okud9nTp1sHHjRnh5eWH16tUIDw+Hp6cnJkyYgODgYOlaVXIZhUKBDRs2oEWLFjhy5Ag6duwIV1dXdO/eHYmJiXj11VdNlgEqdt/jfar4Pr300kuIj4/Hp59+anHH/tW5T3v37sXzzz+P1q1b4+eff0aLFi3g7OyMFi1aYN26dWjTpg3Wr19vdM6Wd78Wp1taDnJxccEzzzwDQBgwR46bmxuAu89nlnK0ZuZWrVrh4MGDOHbsGCZNmmTVhkoy94AGANOnT0dMTAxGjRqFuXPnonHjxnB1dYVSqcQXX3yBGTNmWN3RclnzWzpimzgKpKurK0aNGlXmvCVv1hMnTkS/fv2wefNm7N69G3v37sWnn36KTz/9FC+88AKWLFlicfotTWvJ9EZHR8PPz8/sfBERERavs7Ts7GyMGzcOqampeOWVVzBx4kSEhIRAp9NBoVBg0qRJ+OGHHyz+vVq2bIkzZ85g586d2L59O/bu3Yu1a9di7dq16N69O37//XejEb8syQ9r8kxOVXQ8ai5N4nS57yu7H9ayZnvWno+22L6l6fvrr78wZ84cuLu744svvkBkZCQCAgKkm01QUJBFAwRU9Pw3Rxx9rWRH2day9piwZv6Knlu2Pk4rchyUdX+pLFsdl7bYlq3WZel2iAjjxo3DlStX8Pjjj+Pxxx9HgwYN4OLiAoVCgZdeegmLFy+2+Hrw1VdfmXQ8W57p06eb7Rx78+bNeOSRR6BSqbBhwwaLH052796N5ORkNGjQAF27drUqPaIHH3wQv/zyCzZv3ix16g0II1T++OOPePrpp7Fjxw4kJycjKCgI48aNg0KhABEhLCzMqPBbr149pKenIz4+Hi1btjTZljhwUkUDxmLQpLzOiM1xd3eHn58fEhIScOvWLQQFBZW7jDhowNGjR7FlyxZ06NBBdr7i4mJpNHNz6SsuLsYPP/wAQH5k0/bt26N+/fq4fPkyYmNj0ahRIwBCfh0/ftzswFPm8rVFixY4d+4cfv75Zxw5cgRFRUVo1aoVJk2ahIULFwKAUef8JYP/cvcCJycn+Pr6Ijk5GcnJyUYdLJdk6e80ceJEREZGYu3atTh//jw0Gg169eqF4cOHSyPQmRs8AADOnj2L48ePw8XFBSNGjJCdZ8uWLVAoFFi9ejW++eYbo+/EQWRGjRoFtVqNhQsXltuBfXWUT61RkTKMXNmwImV1kbll5NIm5l+PHj3KfFlgi6CnJaq7g/6S+vTpg0uXLmHr1q3YuXMn9u7dK73cGTdunPSSRMyz8PDwcq/zJa/HmzZtMhkFtTwjRowwey79/fffGDlyJAoLC7FixQqz85Vnzpw5GDFiBNatW4fY2Fi4ubkhKioK/fr1kwYuKH3e9+7dG5cvX8batWtx8uRJKJVKdOrUCWPHjsWUKVNklwkODsaxY8ewefNmHDx4EDk5OYiIiMADDzwgDVJVepmK3Pd4nyq+T1u2bIFWq8Ubb7yBN954A6UVFBRIg5p99dVX0j2nuvZJvGeMGjXK5EW0g4MDRo0ahePHj2PPnj0YMGAAgLv3YWvv12UJDw8HALPPfGIAzdpRzK0KpEVHR+OTTz7BunXrsGTJkkqN3ClHr9fj119/hb+/P3766SeTGjhiDSdzrl69KlvwvHbtGgBYVOAzx8fHBxqNBiqVyuwQ0Ob4+vpi+vTpmD59OogIu3btwvjx4/HOO+9g2rRpaNq0aZnLBwUF4cKFC7h69ap0IJQk7l9JYm2Gxx9/XHoraWv79+9HamoqRo8ejddff93k+/J+LzlardboJnTmzBlMnDgRBw4cwIoVK/DEE09Iv6O50YyAu3kSGBhY7jZVKpXZkcgsGTbeUuWlW3xjZkmaK5OGuLg4XL16FY0bNzb5/urVq2bTIH5Xmi3Or6qyceNGAMDChQtNasnm5uYajSRZlsqc/3JcXFyg0+mQnp5e6XWVR3zTXVbtB5G3tzfUajUSExORm5sLnU5nMk9Zx4itBAUF4fz584iLi5MehKs7DczYuXPncO7cObRv3x6ffvqpyffWXu8PHDiA1atXW7VMZGSk7EP6nj17pNEdv/vuO6kwZonKBpaAuw+sKSkpst9369YN3bp1M5q2bNkyAKaj9rZq1QoxMTE4duwYBg0aZLIucdh6ubJOeTIzM6Xh4iu6vwaDQXoBYE2tuPLyCBBGQE1ISEBISAh69OghO09ycrJUE058g1yaOL1kzZJWrVph8+bNUv6VVla+6nQ6TJkyRXqIEf32228AjH/DevXqwdvbG6mpqbI1WwwGA27fvg3AfP5Z+zsFBgZi1qxZRtPS0tJw/PhxuLq6mh2pFADWrFkDQHjIcXJyMjsfEWHfvn1mvz98+DAAy2pBVUf5VI41ZRjxpa01ZcOKlNXFe5jcd+a2I+bfmDFjpFoWVamsvCguLra4HFVV3NzcMGnSJKmCx19//YWxY8fip59+wrRp0xAdHS3lWfPmza0qw504ccLq+1RoaKhsgOz06dMYNGgQ9Ho93n//fTz00ENWrbe0hg0bYu7cuUbT/vvvPyQlJUmtekrz8PDAjBkzjKYVFRVh7969UCqV6Nmzp8kyjo6OGD16tNFLIkD++leSNfc93qfK7VNeXp7ZkSmJSPpO7hyu6n0Sg17W3q8B4NSpUygsLDQZubMi5SDxecvcfVf83tfX1+J1AoBVkbBBgwahSZMmuHr1Kt5++22rNmSJjIwMGAwG2WZsRUVF0kOxOeKbh5LS0tKwe/duKBQK6e1cRTg6OiIyMhJpaWllFibKo1AoMHDgQAwePBgALBoKXXxw+Pnnn02+u3DhAk6cOGEyvV+/fgBg9ZsUa4gHnVyV9EuXLpktsFqjadOmmDlzJgDhJAWEgmq9evWQmJiIP/74w2SZbdu2IT09HY0bN7bohAgMDDRb6C1dPVwkFixKNh0pj/g7btu2TSpIlyQ+0Jl7gLAFcd3fffedyXcpKSnYvXs3lEql7Bu79evXS2/1ShJrEJS8EFckf6pCWcfozz//bPGbaFud/yW1atUKRUVFFgW4KiMyMhIODg7Yvn07bty4Uea8KpUKnTt3BhFJtT5KOnXqFGJiYuDq6ird6KpCWcdpQUGBdC209lypKcflvUg8l+SanKanp+PXX3+1an2rVq0y6g7Ckr9p06aZrOfo0aMYNmwYCgoK8NVXX8nWUjInOzsbmzdvBlC5QJpYSLWk+TQgHMPLly8HADz66KNG34llA/HNeEnHjx9HbGwsmjZtivr161udznXr1iEvLw/dunWzqNmrnJ07d0Kv1yMsLMxswViOJXlUMqhproaOl5eXdB4fOXLE5PvMzEycP38egHGNMDFft2zZYtJkOSkpCfv374e7u3u5talK7s+xY8fQrFkzk4eQoUOHAgD+/PNPk+UOHTqEgoIC6HQ6szWubPE7LVu2DIWFhZg8ebLsCxFAeMD6/vvvAZTdrHnPnj1mz0kxjxMSEkBEFtWwqUj51BbXbmvKMGKA68KFCybznz9/XjbwVZGyuljWkjvfMzMzZa+r1Z1/ZeXFH3/8gcLCQptur7I6d+4sHc/ic0OHDh3g7u6OP//806qWAPPnz7f6PjV//nyT9Vy5cgUDBgxAWloa5s+fj9mzZ9tkX0t7//33AQCPPfaYxct89913SEpKwsCBA802MS7t4sWL2Lp1K7y9vcttpSEq675XFt4ngbl9unLlitljERBqWIqfW7duXe37JNZSk7tfA5C6eyhZm7t+/fpo0qQJcnNzsW3bNpNlxOvlkCFDLE6f2PVGu3btZL8/e/YsAFiUR0as6lGNhE5ANRoNKRQK+t///keZmZkm81y5ckUa2UFusAFznV0WFhaSu7s7OTo60oEDB6TpRUVFNHv2bKkDV3Mdv6tUKqPOqQsLC6VRCkuP6lKRzjP37t1LSqWSQkNDZUcPu3HjhtHQyceOHaP169ebDFuelpYmdcRvSSeTly9fJrVaTVqtlvbt2ydNz8nJoYEDB0r5UrID08LCQoqIiCCFQkFvvfWWSRry8/Np/fr1JiOsmSOXX//++y8BwohWJTv1T09Pl0b+K50uc/R6PX344YcmIzUWFxdLna0uXrxYmv7OO+8QAGrZsqXRthMSEqTRRkoPY22uQ25xJLJZs2ZJ0wwGg9GoV+ZGydu6davs/pg7vgYPHkyAMLpfyd/k0KFD5OzsbDJkOVHFBkMw5++//yalUklubm5GI+fm5+fT+PHjCQCNGTNGdl8A09E+xVHNAgICjDpoFc/19u3bm02L3H6V10Gt3HlZOp0l81w8ToYOHWqU36dPn6aAgABpv0oyd52y9vwvzwsvvFBmx5flDTYgx1z+iR0a9+vXz2SY+Bs3bhgNCPLzzz9LHW6W7Kw9MzNTStPzzz9vtA5z55ZI7rcu635w9epV0ul05OjoaHSOFRcXSx2kdujQwWgZS86F8s7bspR1Hpa1/+Z+k/IGCJBjy3WVdQ+U+22SkpKka8eFCxek6bm5uVKH+3Lrq8rBBs6dO0e+vr4EgD766COrlxcHgJEbIauk06dP0xdffGHSCbXBYKAffviBdDodKRQKowE4iITjuOT9iUg4j8aOHUuA/DDrBQUF0qAw77//vjQ9OztbKlfJdUzep08faty4cZmjaYqdoX/22Wdl7u/PP/9M58+fN5m+Z88eacTckmkjItq3bx/9+OOPJqMiFhQU0EcffURKpZJ0Op3sIBpEQhnAxcWFANDZs2fLTN+wYcMIALVu3dpoRLHc3Fxp9Nhu3bqZLNetWzcCjEdSLywslEaw/b//+z+TZY4fP26yT0ePHqWgoCBSKBSyo/iePn2aHBwcyMvLi44dOyZNT0pKkjqcL2vEVEt/JyIyuo+L1qxZQyqVinx8fMocRXrv3r0EgIKCgmQHUbFERQYbqEj51JIyhTkVKcNkZWWRk5MTOTo60pEjR6TpycnJ0nFU+rpWkbJ6eno6eXp6EgCj0X+Li4vp8ccfN3tdFUfGnTVrFmVlZRl9V1xcTLt27TIqp+Tn55NKpaKAgACzAyaZI4447+npabK/4iB05spR1pYBrRls4OrVq7Ry5UqTES/z8vKoc+fOJs+gb7zxhlQOunLlikl6YmJiTDpJt4WkpCRpsJM5c+ZYvNzkyZOpcePGtGHDBqPp2dnZJtfI4uJiaRCKxo0byw7UcuTIEZNRXnfv3k2urq6k1WplByE7deqUycBTly5dombNmhEAWrVqlckyFbnv8T5Vbp/MAcwPNlBd+7RhwwYCQA4ODiaDQm7atEka2KD0fokjGoeHh1NSUpI0ff369QQIo92Wvnd8+OGHJtfDgoICmj9/PgEgnU5H8fHxsvnxf//3fwTIj3JfFqsDaURE+/fvJ39/fwJAWq2WevbsSRMmTKDhw4dTu3btpJEemjVrZpThlowaIw556uDgQP3796fx48dTaGgo6XQ6mjlzZpmBtJkzZ5JCoaBevXrRxIkTpcJoUFAQXb161WiZigTSiIRREh0cHKQgzujRo2nw4MHUvHlzcnBwIHd3d2lecYhvd3d36tu3Lz3wwAM0ePBgcnNzIwA0cuTIcvNatHTpUilf+vbtS+PHj6egoCCqW7cuDRkyRPYh6uzZs9KIU4GBgRQVFUVjx46lzp07S6NaWjpMs7n86t+/PwHCCFsjRoygESNGkIeHB4WFhUkjQFoSSEtPTydAGIGjc+fONGHCBBo1apSU/gYNGlBaWpo0f1FREUVHR0v5O3LkSBoxYoQ0VPiIESNMCobmHjZPnTpFOp1OKpiPHj2aGjVqRDqdThpdqvQxJ57Ibm5uNGbMGHrkkUfokUceKTe/4uPjpeMyJCSEJkyYQH379pWOqdIj0hLZNpBGdPccc3R0pH79+tGECRMoODhYumCVHKGl5L48+uijpFKpqFmzZjRx4kTq0KEDAUIAu/TwyUQkjeLXoUMHmjZtGj3yyCO0efPmMvfL1oG0W7duSQGz+vXr07hx46hfv36kUqlo7Nixsusr6zplzflfnj179hAAmj59uuz3tgykZWZmSg/hrq6uNGjQIBo3bhx17NiRHB0dTY4fcRhrnU5HgwcPprFjx0oBi86dO5sUXG0dSCMSHgYdHBxIoVBQ9+7daeLEiVKh3d/f3+Rmbsm5UN55W5b7PZBGRPToo48aHRdjxowhf39/8vHxoWnTplV7IK1169YEgHx9faXRQ0v/lXwBU5p4/1q+fHmZ2xHz3c3Njfr06UOTJk2iQYMGUWhoKAEgpVJpElgiEo5JR0dH6ty5M40bN46GDBkijcgVFRVldmTcgwcPSvekTp060bhx4ygwMNDsvY3o7m9t7hyMj48npVJJarXa6F4qRzyewsPDacCAATR27FgprwFhNMXSaRDPPx8fH4qKiqJJkybRgAEDpHRrtVqzozQS3R1duHSAXM6lS5ekMqirqysNGDCAhg8fLgX5vLy86L///jNZ7sKFC9JImC1atKDx48dLLzU7deok+3v06tWLfH19qX///jRx4kTq0qWLNDrZF198YTaNH330kfQQExkZSUOGDJECJm3btpV9CU1k3e9EJFyXwsLCaOjQoTR+/HjpGunt7S0bZCtJPJ9feOGFcrdjTkUCaUQVK5+WV6Ywp6JlmFdffVU6dgcOHEgDBw4kDw8P6tq1q3Q/LX1dq0hZfe3atdJzk3ivCw8PJ3d3d3rwwQcJMH3hlpiYKOWHl5cX9enTh8aPH0/du3eX7tVLly41Wmbo0KHSs9nkyZPpkUcesfihUayU4O7uTkOHDqU+ffqQk5OT2XIUUcXKgNYE0sSR7p2cnKhnz540adIkGj58uLT/HTt2pPz8fGn+4uJimjhxonRedunShcaPH099+/aVyuWlK13YgjgyoZOTk9n7lFyATbx3lr6ninnUvHlzGjlyJI0ZM0Y6l0JDQyk2NlY2HSEhIVS3bl2Kjo6mCRMmUJs2baT7ubmXi1OnTiV3d3fq3bs3TZw4kSIjI6WRgksHpUUVue/xPlVun8wRj3V77pPBYJCCc4AQXB87dqw0eioAevPNN02WKy4uppEjRxIgBPHHjBlDkZGR0mi3Bw8elN1fnU5H7dq1o1GjRtGgQYOkcoFWqzUZVb6k7t27k4ODg9lAmzkVCqQRCVHJpUuXUp8+fcjPz49UKhW5uLhQREQETZ48mX755ReTtx6WDr+8evVqatOmDTk5OZG3tzcNHz6cYmJizD4olSyor1q1ilq3bk1arZa8vb1p8uTJdP36dZNtVDSQRiREix944AEKDg4mlUpFXl5e1LJlS5o5cybt2bNHmi8hIYEWLlxIffr0obp165JarSZ/f3/q3r07rV692uQtZ3l++uknateuHWk0GvLx8aFJkyZRfHx8mQ9xaWlpNH/+fGrVqhU5OzuTk5MTNWzYkIYNG0YrV640idyaYy6/cnJy6OWXX6bw8HDSaDQUHBxMjz/+ON26davch+uSCgsLafny5TRq1Chq2LAhOTk5kYeHB7Vq1YreeOMNk5pq4jIffvihdKw4OTlR+/btafny5bJv3MpKz+HDhykyMpKcnJzIzc2NoqOj6cSJE2U+nC9dupSaNm1KGo1GuhiUl19EQnBnzpw51LBhQ1Kr1eTh4UEDBgygXbt2yeaNrQNpRERbt26lvn37kru7O6nVagoLC6MXX3xRtuBecl8OHTpEffv2JVdXV3JxcaG+ffvKXsyIiC5evEgjRowgb29vqZBYMp3VEUgjIrp+/TpNmjSJ6tSpQ1qtlpo0aUKLFy+moqIiqwNpRJaf/5Zo1KgReXp6GhX2RLYMpBEJb2mXLl1K7du3l64FjRo1oscee4xOnTplMv8333xDXbt2JRcXF9JqtdSsWTN68803ZYeGr4pAGpEQUBg6dCh5e3uTSqWievXq0RNPPCF7o7P0XCjrvC0LB9KEFxjvvfceNW3alLRaLfn7+9MDDzxAV65cMbu+qgykiftX1p+54yshIYEcHBxIpVLRrVu3ytxOcnIyvf7669K9XKPRkE6no/DwcHr44YeNanSWdPLkSZowYQKFhoaSVqsld3d36t69O61YscLkjXNpp06dotGjR5O3tzdpNBpq2rQpvfvuu2Zrk5QXSHv77bcJsOwF3vbt2+mBBx6giIgI8vDwIEdHR/Lz86Po6Gj6+eefZZeJjY2ll156ibp160aBgYGkUqnI2dmZmjVrRk8//TRdvHixzG2KL8Y+/PDDctNHJAQSZs+eTREREaTVakmj0VBYWBjNnDlTtswnunbtGk2bNo0CAgJIrVZTw4YN6f/+7/9kr2tEwltxMZimUqkoKCiIJk2aRMePHy83jbt27aL+/fuTu7u79BsuWLDA5EVESdb8TkREs2fPpjZt2pCHhwdpNBoKDw+n5557zugNvpy8vDwpsFe6Frw1KhpII7K+fFpemcKcipZhDAYDvfPOOxQWFkYqlYrq1q1Lc+bMIb1eX+Z1rSJl9d27d1P37t1Jp9ORh4cHDR8+nM6dO0fTp08nAEatbUQ5OTn0/vvvU6dOncjV1ZU0Gg2FhobSgAEDaPny5Sa1EZOSkmjy5MkUEBAgvRA0V9YqLT8/n/73v/9RcHCwdN4sXLjQbDmKqGJlQGsCaZmZmfTuu+9KLzW0Wi35+PhQhw4d6KOPPjJ7Tq9bt44GDhxIPj4+pFKpKDAwkDp37kzz58+3qraPpcRjpaw/ubKFuUBaRkYGPf7449S0aVNydXUlJycnatasGb322mtlPtMtXryYOnXqRF5eXqRWqykkJIQee+wxo5YHpW3cuJGioqIoICCAVCoV+fn50fDhw8t8rqvIfY/3qXL7ZE5ZgbTq3CeDwUArVqygnj17SmUKHx8fGjRokOxLDJFY5mzWrJkU1xk1apTsMwuR8PKjf//+FBwcTDqdjrRaLYWFhdGMGTPKPLevXr1KCoWChg4danYecxRERLjHRUZGYu/evYiLizNqY8sYq7z58+djwYIFWLlypWwfRaziPvzwQ8yaNQvr16+3uE8GxhhjjNVuBoMBLVu2xOnTp5GQkCD1NcQYY8x2Fi9ejJdeegnbt29HdHS0VcvadthNxhhjFpsxYwbq1atXJYO3MMYYY6xmu3HjBpKTk42mFRYWYt68eTh9+jT69OnDQTTGGKsCubm5+Oijj9CjRw+rg2gA4FgFaWKMMWYBrVaLN954A1OnTsXOnTsxcOBAeyeJMcYYY9Vk//79ePDBB9G2bVuEhIRAr9cjJiYGN2/ehJeXF5YtW2bvJDLGWK30+eefIzExURrB3VpcI40xxuxoypQpICIOojHGGGP3mXbt2mHy5MlIS0vDzp078fvvv0OtVuOxxx7D0aNH0bRpU3snkTHGaqVZs2aBiNCxY8cKLV8r+khjjDHGGGOMMcYYY6yqcY00xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xhhjjDHGGGOMMcYswIE0xuzopZdegr+/Py5fvmzvpFS7V199Fd7e3rhy5Yq9k1Ipu3btgkqlwqZNm+ydlFpt8ODBUKlUOHbsmL2TwhhjjDHGGLuPcSCN3ZMUCoVFf3v27LF3Us3asWMHPv74Y2zduhUNGza0+fq3b9+O+fPn23y9tvL6669j5MiRGDNmDPLz861aNjQ0FNOmTZM+X7lyxeT3nj9/PhQKRYXSdubMGcyfP7/cIF98fDwefPBBfPjhhxgxYoTF669M2uxBoVDY9FiKjIxE8+bNLZ5/xYoViI2NxcKFCzFt2jQUFBSYzPPJJ59g1apVJtPFY0Puu5rk0KFDmD9/Pm7fvm3Vcg8//DAGDhxoNO306dPo1KkTnJycEB0djZs3b5osZzAYsGbNGvTr1w8+Pj5QqVTw8/PDkCFDsGXLFhgMBgDAhQsXoFarOYDJGGM11KpVq6BQKHDkyBF7J8Viv//+O9q3bw9nZ2coFAqbvYys6L2UMcasxYE0dk86fPiw0d+gQYOg0+lMprdt29beSZV1/fp1PPTQQ1i7di06dOhQJdvYvn07FixYUCXrtpXPP/8cgYGBeOaZZ2y+7unTp+Pw4cMVWvbMmTNYsGBBmYG0oqIijB8/Ho899hiefPLJakvb/SY+Ph6vvPIK1q1bh7lz56JJkyayx7W5QFpgYCAOHz6MwYMHV0NqK+7QoUNYsGCBVYX/48ePY/Xq1Vi4cKHR9LFjx6JHjx7YsWMHfHx88Nhjjxl9n5eXh0GDBmHq1Knw8/PDp59+ij/++AOfffYZgoKCMHbsWGzZsgUA0KhRIzzwwAOYPXt2pfeRMcYYIyKMGzcOKpUKv/zyCw4fPoxevXrZZN0VuZcyxlhFONo7AYxVROfOnY0++/r6QqlUmkyvqYKDg5GYmGjVMjk5OXBycqqiFNknHQ4ODtIDu63VrVsXdevWrZJ1A4CjoyMOHjxo1TJi3lV12swpLi5GUVERNBpNtW+7ourWrWtUo2rt2rVWLa/RaO6Z64K13nrrLXTs2BHt27eXpt26dQuJiYl49913AQBt2rRBnTp1jJZ77rnnsGvXLqxevRpTpkwx+m7UqFF44YUXkJubK0176qmn0L59exw6dAhdu3atwj1ijDFW2928eRNpaWkYOXIk+vbta5N15ubmQqvV2mRdjDFmCa6RxmqtgoICLFy4EBEREdBoNPD19cVDDz2ElJQUo/lCQ0MxZMgQbN26FW3atIFOp0OTJk2wdetWAEKV+SZNmsDZ2RkdO3Y0qTo/bdo0uLi44PTp0+jbty+cnZ3h6+uLp556Cjk5OUbzEhE++eQTtG7dGjqdDp6enhgzZgxiY2ON5hObvu3btw9du3aFk5MTHn74YQBCIGHAgAEIDAyU0vq///0Per3eKE3Lly8HYNwM9sqVK2U2dSvdhE9sgnjs2DGMGTMGnp6eUjNUS/dFzqVLl/DQQw8hPDwcTk5OqFOnDoYOHYr//vuv3GUtJdd8Uvytd+7cibZt20Kn0yEiIgJff/21NM+qVaswduxYAEDv3r2lvCuZX7/99hv69u0LNzc3ODk5oVu3bvj9999lty+Xd+aadq5duxZdunSBs7MzXFxcEBUVhePHjxvNExkZicjISJNlp02bhtDQUOmz+DsvWbIECxcuRP369aHRaPDnn3+azbPMzEw8+uij8Pb2houLCwYOHIgLFy6Uu63S+2yp/fv3o3PnztDpdKhTpw5eeeUVFBcXG82zYMECdOrUCV5eXnBzc0Pbtm2xYsUKEJE0T2hoKE6fPo29e/dKv5eYPrnjXUznyZMnMXbsWLi7u8PLywvPPfccioqKcP78eQwcOBCurq4IDQ3FkiVLZPPq+eefR/369aFWq1GnTh3MmjXL6DwEhHPqqaeewpo1a9CkSRM4OTmhVatW0vVFTM8LL7wAAKhfv75FTdOTkpKwceNGTJ482Wi6l5cXFAoFvv32W2RmZuKTTz5B48aNpe8TExPx1VdfISoqyiSIJgoPD0fLli2lz+3atUOTJk3w2WefmU0PY4yxmkEsl166dAmDBg2Ci4sLgoODMWfOHJOuNPLz8/H666+jSZMm0Gq18Pb2Ru/evXHo0CFpnry8PMybN8/ofjdz5kyTWl+WlLHmz58vvUicO3eu0f0aAA4cOIC+ffvC1dUVTk5O6Nq1K7Zt22a0HbEp6+7du/Hwww/D19cXTk5OmDdvntX3UsYYqygOpLFayWAwYPjw4XjrrbcwadIkbNu2DW+99RZ+/fVXREZGGtW2AICYmBjMmzcPc+fOxYYNG+Du7o5Ro0bhtddew1dffYVFixbhu+++Q0ZGBoYMGWKyfGFhIQYNGoS+ffti06ZNeOqpp/D5559j/PjxRvPNmDEDs2bNQr9+/bBp0yZ88sknOH36NLp27YqkpCSjeRMSEvDggw9i0qRJ2L59u9R88OLFixg0aBBWrFiBnTt3YtasWfjpp58wdOhQadlXXnkFY8aMAWDcDDYwMLBC+Tlq1CiEhYXh559/lh6mrdmX0m7evAlvb2+89dZb2LlzJ5YvXw5HR0d06tQJ58+ftzp9oaGhICLZAFNpMTExmDNnDmbPno3NmzejZcuWeOSRR7Bv3z4AQqf2ixYtAgAsX75cyjuxaeC3336LAQMGwM3NDatXr8ZPP/0ELy8vREVFmQTTAPm8k7No0SJMnDgRTZs2xU8//YQ1a9YgKysLPXr0wJkzZ6zOE9FHH32EP/74A++++y527NiBiIgI2fmICCNGjMCaNWswZ84cbNy4EZ07d0Z0dHSFt12WxMRETJgwAQ888AA2b96MMWPGYOHChXj22WeN5rty5QpmzJiBn376CRs2bMCoUaPw9NNP44033pDm2bhxIxo0aIA2bdpIv9fGjRvLTcO4cePQqlUrrF+/Ho8++iiWLl2K2bNnY8SIERg8eDA2btyIPn36SNcFUU5ODnr16oXVq1fjmWeewY4dOzB37lysWrUKw4YNMwryAcC2bdvw8ccf4/XXX8f69evh5eWFkSNHSkHn6dOn4+mnnwYAbNiwwaKm6bt370ZhYSF69+5tNF2pVOKrr77CE088AXd3dyxbtszouPvzzz9RWFhoVZ9+gBDA3bFjh8m+McYYq3kKCwsxbNgw9O3bF5s3b8bDDz+MpUuX4u2335bmKSoqQnR0NN544w0MGTIEGzduxKpVq9C1a1dcu3YNwN2ywbvvvovJkydj27ZteO6557B69Wr06dPHJDBXXhlr+vTp0v306aefNrpf7927F3369EFGRgZWrFiBH374Aa6urhg6dKhsbfSHH34YKpUKa9aswbp16/DEE09YfS9ljLEKI8ZqgalTp5Kzs7P0+YcffiAAtH79eqP5/v33XwJAn3zyiTQtJCSEdDodxcfHS9NOnDhBACgwMJD0er00fdOmTQSAfvnlF6NtA6APP/zQaFtvvvkmAaADBw4QEdHhw4cJAL333ntG812/fp10Oh29+OKL0rRevXoRAPr999/L3G+DwUCFhYW0d+9eAkAxMTHSdzNnziS5UzwuLo4A0MqVK02+A0Cvvfaa9Pm1114jAPTqq68azWfNvliiqKiICgoKKDw8nGbPnl3u/CEhITR16tQy5xHTXno5rVZLV69elabl5uaSl5cXzZgxQ5r2888/EwD6888/jZbX6/Xk5eVFQ4cONZpeXFxMrVq1oo4dO5psv3TeyaXt2rVr5OjoSE8//bTRfFlZWRQQEEDjxo2TpvXq1Yt69eplss6pU6dSSEiI9Fn8nRs2bEgFBQUm85e2Y8eOMo/jksdF6W2Z2y9zxON78+bNRtMfffRRUiqVRr9PScXFxVRYWEivv/46eXt7k8FgkL5r1qyZbL7IHe9iOksfv61btyYAtGHDBmlaYWEh+fr60qhRo6RpixcvJqVSSf/++6/R8uvWrSMAtH37dmkaAPL396fMzExpWmJiIimVSlq8eLE07Z133iEAFBcXJ7vvpT3xxBOk0+mM8qCk7OxsOnv2LOXn5xtNf+uttwgA7dy506LtiL788ksCQGfPnrVqOcYYY1Vr5cqVBEC6J4nl0p9++slovkGDBlHjxo2lz9988w0BoC+//NLsunfu3EkAaMmSJUbT165dSwDoiy++kKZZWsYS78vvvPOO0To7d+5Mfn5+lJWVJU0rKiqi5s2bU926daX7nbi/U6ZMMUmvtfdSxhirKK6RxmqlrVu3wsPDA0OHDkVRUZH017p1awQEBJhU827durVRP0JNmjQBINTCKNkfmDj96tWrJtt84IEHjD5PmjQJAKSmdFu3boVCocCDDz5olKaAgAC0atXKJE2enp7o06ePyXZiY2MxadIkBAQEwMHBASqVSuqk9ezZs5Zkj9VGjx5t9NnafSmtqKgIixYtQtOmTaFWq+Ho6Ai1Wo2LFy9W2T6IWrdujXr16kmftVotGjVqJPublnbo0CGkpaVh6tSpRvttMBgwcOBA/PvvvyZN+0rnnZxdu3ahqKgIU6ZMMVqvVqtFr169KtUsYdiwYVCpVOXOJx6n5o5jW3N1dcWwYcNMtmUwGKQ31wDwxx9/oF+/fnB3d5eO91dffRWpqalITk6uVBqGDBli9LlJkyZQKBRGtfAcHR0RFhZmdHxs3boVzZs3R+vWrY1+r6ioKNlmJL1794arq6v02d/fH35+fhYdc+bcvHkTvr6+ZpvSOjs7IyIiAmq1usLbKMnPzw8AcOPGDZusjzHGWNVRKBRGLRUAoGXLlkb3nR07dkCr1Updh8j5448/AMBopHRAGNTG2dnZpCZ+RctYer0ef//9N8aMGQMXFxdpuoODAyZPnoz4+HiTFguWlK8YY6yq8GADrFZKSkrC7du3zT5E3rp1y+izl5eX0WdxOXPT8/LyjKY7OjrC29vbaFpAQAAAIDU1VUoTEcHf3182TQ0aNDD6LNcMMzs7Gz169IBWq8XChQvRqFEjODk54fr16xg1apRJk1NbKZ0Wa/eltOeeew7Lly/H3Llz0atXL3h6ekKpVGL69OlVtg+i0r8TIHRIb8l2xSarYrNZOWlpaXB2dpY+W9KcVlyvuRFclcqKv/OwtDlvampqmcexrckdO6XPmX/++QcDBgxAZGQkvvzyS9StWxdqtRqbNm3Cm2++WeljRe78dnJyMumwWK1WIzMzU/qclJSES5cumQ1Qlr6+VOaYM6eiHSuLDzhxcXFWLSduq6rPT8YYY5Undy/TaDRG5deUlBQEBQWVWcYQywa+vr5G0xUKBQICAqT7taii97v09HQQkWyZJSgoSEpLSRXtroQxxmyBA2msVvLx8YG3tzd27twp+33J2iG2UFRUhNTUVKMChDgqpzjNx8cHCoUC+/fvlx01sfQ0uZomf/zxB27evIk9e/YYDRVuzTDfYsGqdL8WpQsoZaXF2n0p7dtvv8WUKVOkvshEt27dgoeHR5nL2pOPjw8AYNmyZWZHgiwdILKk831xvevWrUNISEiZ82q1WmRkZJhMLx28sWb7gHCclnUcl05D6eOnrDTIketHr/Q58+OPP0KlUmHr1q1GDwSbNm2yeDtVwcfHBzqdzqgD5dLfV0cajh07ZvVyvXv3hkqlwqZNm/D4449bvFxaWpq0XcYYY/c+X19fHDhwAAaDwWwwTSwbpKSkGAXTiAiJiYlmXwBaS3yhmpCQYPKdOHJ36fuPNYMbMcaYrXHTTlYrDRkyBKmpqSguLkb79u1N/kqOYmcr3333ndHn77//HgCkDvCHDBkCIsKNGzdk09SiRYtytyEWGkoHqj7//HOTecV5Sr8F9Pf3h1arxcmTJ42mb968udztiyq7LwqFwmQftm3bVmOajZnLu27dusHDwwNnzpyR3e/27dtXqCldVFQUHB0dcfnyZbPrFYWGhuLChQtGgazU1FSjEbYqQuy03txxXFJoaCiSk5ONgmEFBQXYtWuXxdvLysrCL7/8YrItpVKJnj17AhCOE0dHRzg4OEjz5ObmYs2aNSbrq2wNL2sMGTIEly9fhre3t+xvJTeiaXnMHXPmREREIDU1VTaoWpaAgABMnz4du3btwjfffCM7z+XLl02uD7GxsVAqlVVy7WSMMVb9oqOjkZeXJzuKu6hv374AhBegJa1fvx56vV76vrKcnZ3RqVMnbNiwweg+aDAY8O2336Ju3bpo1KhRueux9l7KGGMVxTXSWK00YcIEfPfddxg0aBCeffZZdOzYESqVCvHx8fjzzz8xfPhwjBw50mbbU6vVeO+995CdnY0OHTrg0KFDWLhwIaKjo9G9e3cAQhDmsccew0MPPYQjR46gZ8+ecHZ2RkJCAg4cOIAWLVrgiSeeKHM7Xbt2haenJx5//HG89tprUKlU+O677xATE2MyrxjMevvttxEdHQ0HBwe0bNkSarUaDz74IL7++ms0bNgQrVq1wj///CMbMDGnsvsyZMgQrFq1ChEREWjZsiWOHj2Kd955RxoS3d6aN28OAPjiiy/g6uoKrVaL+vXrw9vbG8uWLcPUqVORlpaGMWPGwM/PDykpKYiJiUFKSgo+/fRTq7cXGhqK119/HS+//DJiY2MxcOBAeHp6IikpCf/88w+cnZ2xYMECAMDkyZPx+eef48EHH8Sjjz6K1NRULFmyBG5ubpXa5wEDBqBnz5548cUXodfr0b59exw8eFA2aDV+/Hi8+uqrmDBhAl544QXk5eXho48+QnFxscXb8/b2xhNPPIFr166hUaNG2L59O7788ks88cQTUvPDwYMH4/3338ekSZPw2GOPITU1Fe+++65sjccWLVrgxx9/xNq1a9GgQQNotVqLgtMVMWvWLKxfvx49e/bE7Nmz0bJlSxgMBly7dg27d+/GnDlz0KlTJ6vWKab1ww8/xNSpU6FSqdC4cWOztWcjIyNBRPj7778xYMAAq7b1/vvvIzY2FtOmTcOuXbswcuRI+Pv749atW/j111+xcuVK/Pjjj2jZsqW0zF9//YXWrVvD09PTqm0xxhirmSZOnIiVK1fi8ccfx/nz59G7d28YDAb8/fffaNKkCSZMmID+/fsjKioKc+fORWZmJrp164aTJ0/itddeQ5s2bTB58mSbpWfx4sXo378/evfujeeffx5qtRqffPIJTp06hR9++MGiGmjW3ksZY6zC7DjQAWM2U3rUTiJhtL13332XWrVqRVqtllxcXCgiIoJmzJhBFy9elOYLCQmhwYMHm6wTAM2cOdNomtxIQ+K2T548SZGRkaTT6cjLy4ueeOIJys7ONlnv119/TZ06dSJnZ2fS6XTUsGFDmjJlCh05ckSap1evXtSsWTPZfT106BB16dKFnJycyNfXl6ZPn07Hjh0zGZkwPz+fpk+fTr6+vqRQKIxGMcrIyKDp06eTv78/OTs709ChQ+nKlStmR+1MSUmRTYsl+yInPT2dHnnkEfLz8yMnJyfq3r077d+/3+yIlKVVZtROud9abrsffPAB1a9fnxwcHEzydu/evTR48GDy8vIilUpFderUocGDB9PPP/9ssn25vDM3uuWmTZuod+/e5ObmRhqNhkJCQmjMmDH022+/Gc23evVqatKkCWm1WmratCmtXbvW7KidpUfFKsvt27fp4YcfJg8PD3JycqL+/fvTuXPnTI4LIqLt27dT69atSafTUYMGDejjjz+2atTOZs2a0Z49e6h9+/ak0WgoMDCQXnrpJSosLDSa9+uvv6bGjRuTRqOhBg0a0OLFi2nFihUmo3JduXKFBgwYQK6urgRAyouyRu0s/dvIXUdKprek7Oxs+r//+z9q3LgxqdVqcnd3pxYtWtDs2bMpMTFRmk/uOkIkfwzPmzePgoKCSKlUyo4aW1JxcTGFhobSk08+aXaeshQVFdHq1aupT58+5OXlRY6OjuTr60vR0dH0/fffU3FxsTRvVlYWOTk5mYxyyhhjzP7kRu2Uu5fJ3aNzc3Pp1VdfpfDwcFKr1eTt7U19+vShQ4cOGc0zd+5cCgkJIZVKRYGBgfTEE09Qenq60bosLWOVVT7Zv38/9enTRypXdu7cmbZs2VLm/pZmzb2UMcYqSkFEVH1hO8Zqn2nTpmHdunXIzs62d1IYY/eR9957D2+++SZu3LgBnU5XZdtZsWIFnn32WVy/fp1rpDHGGGOMsfse95HGGGOM3YNmzpwJd3d3LF++vMq2UVRUhLfffhvz5s3jIBpjjDHGGGPgQBpjjDF2T9JqtVizZk25o+RWxvXr1/Hggw9izpw5VbYNxhhjjDHG7iXctJMxxhhjjDHGGGOMMQtwjTTGGGOMMcYYY4wxxizAgTTGGGOMMcYYY4wxxizAgTTGGGOMsXvUvn37MHToUAQFBUGhUGDTpk1G30+bNg0KhcLor3Pnzkbz5Ofn4+mnn4aPjw+cnZ0xbNgwxMfHV+NeMMYYY4zdOxztnYD7icFgwM2bN+Hq6gqFQmHv5DDGGGPMTogIWVlZCAoKglJZ8feaer0erVq1wkMPPYTRo0fLzjNw4ECsXLlS+qxWq42+nzVrFrZs2YIff/wR3t7emDNnDoYMGYKjR4/CwcHBonRwGYcxxhhjtirf1HQcSKtGN2/eRHBwsL2TwRhjjLEa4vr166hbt26Fl4+OjkZ0dHSZ82g0GgQEBMh+l5GRgRUrVmDNmjXo168fAODbb79FcHAwfvvtN0RFRVmUDi7jMMYYY0xU2fJNTVcrA2mLFy/Ghg0bcO7cOeh0OnTt2hVvv/02GjduLM1DRFiwYAG++OILpKeno1OnTli+fDmaNWtW5rrXr1+PV155BZcvX0bDhg3x5ptvYuTIkRaly9XVFYBwULm5uVV8B80wGAxISUmBr69vrY7+WovzRR7nizzOF1OcJ/I4X+RxvsgrnS+ZmZkIDg6WygZVac+ePfDz84OHhwd69eqFN998E35+fgCAo0ePorCwEAMGDJDmDwoKQvPmzXHo0CGzgbT8/Hzk5+dLn8VB4K9evWrzMo7BYMCtW7fg4+PDx1QJnC/yOF/kcb7I43yRx/kij/NFXsl8yc7ORkhISLWUb+ypVgbS9u7di5kzZ6JDhw4oKirCyy+/jAEDBuDMmTNwdnYGACxZsgTvv/8+Vq1ahUaNGmHhwoXo378/zp8/b/ZHP3z4MMaPH4833ngDI0eOxMaNGzFu3DgcOHAAnTp1KjddYlMHNze3Kguk5eXlwc3NjU/sEjhf5HG+yON8McV5Io/zRR7nizxz+VLVzSCjo6MxduxYhISEIC4uDq+88gr69OmDo0ePQqPRIDExEWq1Gp6enkbL+fv7IzEx0ex6Fy9ejAULFphMz8/PR15enk33wWAwoLi4GHl5eXxMlcD5Io/zRR7nizzOF3mcL/I4X+SVzBfxJVtt7+ahVgbSdu7cafR55cqV8PPzw9GjR9GzZ08QET744AO8/PLLGDVqFABg9erV8Pf3x/fff48ZM2bIrveDDz5A//79MW/ePADAvHnzsHfvXnzwwQf44YcfqnanGGOMMcasNH78eOn/zZs3R/v27RESEoJt27ZJZSA5RFRmIXjevHl47rnnpM9iDTtfX98qqZGmUCi4lmMpnC/yOF/kcb7I43yRx/kij/NFXsl8yc7OtndyqkWtDKSVlpGRAQDw8vICAMTFxSExMdGoGYNGo0GvXr1w6NAhs4G0w4cPY/bs2UbToqKi8MEHH8jOX7rZQ2ZmJgDhQDMYDBXeH1lFRTCcOQNlTg4MPj62Xfc9zmAwgIhsn+f3OM4XeZwvpjhP5HG+yON8kVc6X+yVP4GBgQgJCcHFixcBAAEBASgoKEB6erpRrbTk5GR07drV7Ho0Gg00Go3JdKVSWSUPFwqFosrWfa/IzM/H7fx81CsRqOR8kcf5Io/zRR7nizzOF3mcL/Lut3yp9YE0IsJzzz2H7t27o3nz5gAgNVXw9/c3mtff3x9Xr141u67ExETZZcw1fTDX7CElJcXmzR5QVATNn3+iQKFAcmjofXMAW8JgMCAjIwNExPlSAueLPM4XU5wn8jhf5HG+yCudL1lZWXZJR2pqKq5fv47AwEAAQLt27aBSqfDrr79i3LhxAICEhAScOnUKS5YssUsamamC4mJsvnQJuUVFGNOoEbx0OnsniTHGGLtv1fpA2lNPPYWTJ0/iwIEDJt+VbrJQXjMGa5epzmYPAGBo0waKf/+Fi1IJ5Z1OhBlXwTWH80Ue54spzhN5nC/yOF/klc4XrVZrk/VmZ2fj0qVL0ue4uDicOHECXl5e8PLywvz58zF69GgEBgbiypUreOmll+Dj4yMNlOTu7o5HHnkEc+bMgbe3N7y8vPD888+jRYsW0iiezP6OJCYit6gIAJCRn8+BNMYYY8yOanUg7emnn8Yvv/yCffv2GQ29Kg4Bn5iYKL2RBYRmDKVrnJUUEBBgUvusrGWqu9kDIiKg+PdfKC9ehNLMMPf3q/utqqmlOF/kcb6Y4jyRx/kij/NFXsl8sVXeHDlyBL1795Y+iy/wpk6dik8//RT//fcfvvnmG9y+fRuBgYHo3bs31q5dazSw0tKlS+Ho6Ihx48YhNzcXffv2xapVq+Dg4GCTNLLKScvNxenUVMTk6dFK6ywF1BhjjDFmH7UykEZEePrpp7Fx40bs2bMH9evXN/q+fv36CAgIwK+//oo2bdoAAAoKCrB37168/fbbZtfbpUsX/Prrr0b9pO3evbvMPkSqlZ8fDB4ewKVLQNeuABeAGWOMsVotMjISRGT2+127dpW7Dq1Wi2XLlmHZsmW2TBqzkYM3bxr9xhxIY4wxxuyrVgbSZs6cie+//x6bN2+Gq6urVIvM3d0dOp0OCoUCs2bNwqJFixAeHo7w8HAsWrQITk5OmDRpkrSeKVOmoE6dOli8eDEA4Nlnn0XPnj3x9ttvY/jw4di8eTN+++032Waj9lLcsCFw4QJw9SrQoIG9k8MYY4wxxiro8u3bSMjOhqNSiToebkBeMQfSGGOMMTurlW0uPv30U2RkZCAyMhKBgYHS39q1a6V5XnzxRcyaNQtPPvkk2rdvjxs3bmD37t1GTR2uXbuGhIQE6XPXrl3x448/YuXKlWjZsiVWrVqFtWvXolOnTtW6f2Upql8fUCiA8+ftnRTGGGOMMVZBBiL8m5iImDw9Wvv5wf1Ov2g5HEhjjDHG7KpW1kgrq4mDSKFQYP78+Zg/f77Zefbs2WMybcyYMRgzZkwlUlfFdDogOBiIjwfy8gAbdWbMGGOMMcaqz8X0dGTm50Pt6ICWvr44mpALApDHgTTGGGPMrmpljbT7XlgYQATExto7JYwxxhhjzEoGIhxLSkJMnh71vb3gqFRC4yj0fcs10hhjjDH74kBabRQSAjg6CoMOMMYYY4yxe8qFtDRkFRRA4+iAep4eAAC1g9CQJLew0I4pY4wxxhgH0mojlQqoVw9ITASys+2dGsYYY4wxZiEDEY4lJyMmT48GPt5wUArFdfWdGmmFBgOKDAZ7JpExxhi7r3EgrbYKCxP+5eadjDHGGGP3jAtpacguKIDG0RF1Pdyl6SoHBymoxiN3MsYYY/bDgbTaKjgYUKu5eSdjjDHG2D3k1K1biMnTI9TbUwqciXSO3LyTMcYYszcOpNVWDg5A/frArVtARoa9U8MYY4zdey5fFgbvYayaJOr1SMvLg4NSYVQbTSQF0rhGGmOMMWY3HEirzRo2FP7lWmmMMcaYdc6eBX7/HThxwt4pYfeR07duAQAC3dygcnAw+Z4DaYwxxpj9cSCtNgsKAnQ64Y06Y4wxxiyTnQ0cPgy4uADNmtk7New+kVNYiLg7rQjqeXnIzuN0J5CWw4E0xhhjzG44kFabKZVAgwbA7dtCE0/GGGOMle/AAaCoCOjZU+hvlLFqcDY1FQYiBDg7w02rlZ2Ha6Qxxhhj9seBtNpOHL2Ta6Uxxhhj5YuLA65dE+6fdevaOzXsPmEgwtm0NMTk6dHMx8fsfDpHR8Tk6TmQxhhjjNkRB9JqO39/oWkKd5jMGGOMla2gADh4UKiF1qWLvVPD7iPXMjORU1gIjaMj6rubDjIg0qlUALhGGmOMMWZPHEi7H4SFCf29JCfbOyWMMcZYzXXkCJCTA3TuLPQxylg1uZieDgAIcneDUqEwO5/UtLOwsFrSxRhjjDFTHEi7HzRoIPwbG2vfdDDGGGM1VUoKcOoUEBAANG5s79Sw+0h+URGuZmYCEAJpZeE+0hhjjDH740Da/cDHB3BzEwJp3LyTMcZYZeXmAomJQG2pFWMwAPv2CYP09OgBlFEjiDFbi8vIgIEIXlotXLWaMucVA2n5xcUwcJmOMcYYswtHeyeAVZMGDYATJ4CkJOFtO2OMMWYNIuDKFeD8eeD6deGzQgF4egL16gGtWgGasoMANdapU0BqKtCmjbA/jFWji7dvIyZPj8cCA3GtnHk1Dg5S00+ulcYYY4zZBwfS7hdiIC02lgNpjDHGrFNYCPz+uzCapUIhjGYZECAEn5KShPvL2bNAu3ZARIS9U2ud7GyhbzQ3NyGQxlg1yi4oQEJ2NgCgoYcHruVnlTm/QqGAysEBAAfSGGOMMXvhQNr9omTzzi5duNkKY4wxy2RnA7t2CUGz8HCgUyfAyenu90TApUvAv/8Chw4BJ0/CITwc8POzX5qtceAAUFQEdO8OOHKxiFWv2IwMxOTp4eWkg4taDeSXv4zGUQik5RQWQlvF6WOMMcaYKe4j7X7SoIEwGllSkvXLFhYK/cfcGVWKMcbYfSAzE9i0SQiidegA9O5tHEQDhBcz4eHAuHFAx45Abi7Ue/YA27cLQbiaLC5OqGUXFibUsmOsmsVlZAAAAtxcLV5G4+iImDw910hjjDHG7IQDafeThg2FfysyeuelS8C5c0BMjG3TxBhjrGbKzwd27BAGFujTp/xmj46OQOvWwIQJKG7YEIiPBzZsEAYlqIkKCoCDBwG1WqipzVg1yyksRJJeDwDwc3WxeDm1IzftZIwxxuyJA2n3E29vwN29YqN3Xrwo/HvtmjC6GWOMsdrLYAB+/RXIyBCCTGFhli+r06Gga1dgwAChyeTWrUL/aTXNkSNCLe3OnQGdzt6pYfehK3dqo3notNCqVBYvp3YQmiBzII0xxhizDw6k3W8q0rwzO1uoUaBUAnl5Nbd2AWOMMdvYvx+4eRNo1gxo3rxi6wgNBUaMAJydhfUdOFBzXsSkpAgjdQYEAI0b2zs17D51JTMTgHW10QCukcYYY4zZGwfS7jcNGgj/Xr5s+TKXLgn/tm0r/Hvlik2TxBhjrAY5exY4fx4IDq58k0cvL2DkSCAoCDhzBti2TXghY08Gg9Dnp1IJ9OjBg+8wuygoLsbN7GzE5Onh72p5/2jA3cEGOJDGGGOM2QcH0u43YvPOuDjLm3fGxgp9yLRqBbi6ciCNMcZqq1u3hJE3XV2FftGUNigmaLXAoEFCzbaEBKHftNTUyq+3oo4cEbbfujXg6Wm/dLD72tXMTBiI4KJRw1mjtmpZbtrJGGOM2RcH0u5HDRsKzTstaaKZkSE8WIWGAg4OQP36QlPPW7eqPJmMMcaqUUEB8NtvwkuWfv0AjcZ261Yqga5dgZ49hfvP5s3CC53qFh8PnDgB+PndrWXNmB1cycgQaqNZMVqnSOMoBNJyOJDGGGOM2UWtDKTt27cPQ4cORVBQEBQKBTZt2mT0vUKhkP175513zK5z1apVssvk2buJSkWIzTstGb1TnEcc8TM0VPjXHg9AjDHGqs6ePUBmphDw8vWtmm1ERABDhwIqlTCYwZEj1g9+U1G5ucI+qlS2q23HWAUUGQy4npUFAPB3sa5/NOBuH2l5RUUwVNf5wxhjjDFJrSxF6vV6tGrVCh9//LHs9wkJCUZ/X3/9NRQKBUaPHl3met3c3EyW1Wq1VbELVcvLC/DwsGz0zsuXhVoJdeoIn/39hWY63LyTMcZqj5Mnhet6w4ZA06ZVuy1/f6HfNB8f4NgxIaBWWFi12yQSgmg5OUK/aG5uVbs9xspwMzsbRQYDdCpHuOmsL0eqHRykrv3yiottnDrGGGOMladWBtKio6OxcOFCjBo1Svb7gIAAo7/Nmzejd+/eaCDW1DJDoVCYLHvPatBAeDufkGB+ntu3gbQ0oTmn+OZeoRBqpaWnC80+GWOM3duSkoB//hFesPTsWT3bdHEBhg0DwsKEAN6mTUJtuKpy6hRw/TrQqJGwzVqkvFr4RIT58+cjKCgIOp0OkZGROH36tNE8+fn5ePrpp+Hj4wNnZ2cMGzYM8fHx1bgX9xexNpqPi3OFllcoFFA73KmVxoE0xhhjrNo52jsB9paUlIRt27Zh9erV5c6bnZ2NkJAQFBcXo3Xr1njjjTfQpk0bs/Pn5+cjPz9f+px55yHBYDDAYDBUPvGlGAwGEJFl6w4NFZrUXLoEmAsIXrokjG4WGir8K6pXTxh9LTZWGICghrMqXyxRVCSMPNes2T39QGbzfKklOF9McZ7IqxX5UlAg1AgDhOaODg7G1/sKsDhflEogMlLo8P/vv4GNG4HBg4Va07Z06xZw+LAwgEKXLpXev4oqnS+2Om7EWvgPPfSQbM36JUuW4P3338eqVavQqFEjLFy4EP3798f58+fheme0yFmzZmHLli348ccf4e3tjTlz5mDIkCE4evQoHO4EbJjtVDaQBgBqR0eAhOadjDHGGKte930gbfXq1XB1dTVbe00UERGBVatWoUWLFsjMzMSHH36Ibt26ISYmBuHh4bLLLF68GAsWLDCZnpKSUiV9qxkMBmRkZICIoLSg7xetUgnExCAvPBxSG4ESNMePQ1FQgDxHRyA5+e4XKhV0eXkwnDiB/MBAW+5ClbA2X8qjjI+H5tIlUHIy8u7h5kG2zpfagvPFFOeJvNqQL+qDB+GQkICCzp1RXFRkfK2vIKvzJTAQDm3bQr1/P/Ddd8jv0wcGW/XRVlgI7fbtUGRnI69bN1B6um3WWwGl8yXrTjClsqKjoxEdHS37HRHhgw8+wMsvvyyVc1avXg1/f398//33mDFjBjIyMrBixQqsWbMG/fr1AwB8++23CA4Oxm+//YaoqCibpJMJMvLzkZmfD6VCAW+nSgTSHByAIq6RxhhjjNnDfR9I+/rrr/HAAw+U29dZ586d0blzZ+lzt27d0LZtWyxbtgwfffSR7DLz5s3Dc889J33OzMxEcHAwfH194VYFARiDwQCFQgFfX1/LHl5atwaOHYNbcTEQFGT8XXo6UFwMtGoFN7kaa82aCf2nubgATk42SX9VsTpfyhMbK9RsIBLy7h4IJsqxeb7UEpwvpjhP5N3z+RIbC6SkAM2bA9262Wy1FcoXPz/hWrprF1z//hvo3x8IDq5sQoDff5dGIXVt0qRy66uk0vlSHX2sxsXFITExEQMGDJCmaTQa9OrVC4cOHcKMGTNw9OhRFBYWGs0TFBSE5s2b49ChQ2YDadVZ675W1P6842pGBgxECHR2BikUIMPdvmoNBgPIQNK/JZX+Tq10AFERcouKakW+2FJtOl5sifNFHueLPM4XeZwv8krmy/2SN/d1IG3//v04f/481q5da/WySqUSHTp0wMWLF83Oo9FooNFoZJetqocuhUJh+frDw4ETJ4T+aerWNf4uLk5odhMeLj+yWYMGwjzXrlV9x9Q2YFW+lCchAVCrhSae58/fHYjhHmTTfKlFOF9McZ7Iu2fzJScHOHhQeBESGWnzESwrlC/BwUK/aTt2CM1Ne/e+O2K0tYiAffuAq1eFJvgtW8rWvK5uJfOlOo6ZxMREAIC/v7/RdH9/f1y9elWaR61Ww9PT02QecXk51VnrvjbU/hT9d+MG/rudikYaDbLT0oy+S84tAnIzpX/L+k6do0dWTgFScnORnJx8z+eLLdWm48WWOF/kcb7I43yRx/kir2S+6PV6eyenWtzXgbQVK1agXbt2aFWBfr6ICCdOnECLFi2qIGXVxNNT+IuLA7p2NX6Qio0FdDrz/acFBwvzx8XdE4E0m8nLA1JThYc7vV7Y//x8YWRTxhi7V+zfL1y7BgwQrvU1hZ8fMHQosH27UJssN1eoMWcNImDvXqGfz9BQoe+3GhBEsydFqf0nIpNppZU3T3XWur/na3/eUWQwICcpCXB2RquQEBwszDH63s/VC8hylP4t6zs1ETQOOVApFPDz87un88XWasvxYmucL/LskS/FBgOScnLg7+QEhxr6W/DxIo/zRV7JfMnOzrZ3cqpFrQykZWdn49KlS9LnuLg4nDhxAl5eXqhXrx4AocD3888/47333pNdx5QpU1CnTh0sXrwYALBgwQJ07twZ4eHhyMzMxEcffYQTJ05g+fLlVb9DValBA+DoUSAx8W7zzrQ0YcTOpk3N11JQq4Vg2rVrQnCpGpqo1Ag3bwr/1qkj5E1iInDxovUPeowxZi9xcXdraoWG2js1pry8gOHDhWDaoUPCy4tu3QBHC4oseXnAnj3CvalePaBfP5vXtruXiKOLJyYmIrBENwTJyclSLbWAgAAUFBQgPT3dqFZacnIyunbtanbd1V3r/p6t/VlCUnY2CIBOrYK3kxMUWblG3yuVSiiUCunfsr7TqlSAQoG84uJ7Pl+qQm04XqoC54u86syX23l5+O3qVaTl5cHPyQkDQkPhpFJV+XYrgo8XeZwv8u63fKmVe3nkyBG0adNGGlHzueeeQ5s2bfDqq69K8/z4448gIkycOFF2HdeuXUNCQoL0+fbt23jsscfQpEkTDBgwADdu3MC+ffvQsWPHqt2ZqtaggfDv5ct3p4n/F78zp2FD4c1/XFzVpK0mEgNpQUFC/qjVwLlz9k0TY4xZqqBAaNKpVgsjWNZUrq7AiBFCtwPnzwMbNggBtbLcvAmsWycE0Ro1EvpZu08Kc+bUr18fAQEB+FUcmRVAQUEB9u7dKwXJ2rVrB5VKZTRPQkICTp06VWYgjVnvxp239N7OFR9kQKR2dMB/eXrk8mADjN0zzqelYcPFi0jLy0NMnh7JOTnYdOkS0nJzy1+YMVaj1MoaaZGRkSCiMud57LHH8Nhjj5n9fs+ePUafly5diqVLl9oieTVLyead3boJDx2xsUK/OeV1ol+vHuDgIATe7NyJc7W5eVMYYEFsthIeDpw+LYx05+dn37Qxxlh5jhwR+kfr0aNmNemUo9EA0dFATIyQ7vXrhdrAjRsLLzMcHYUmm1evCi80bt4UpvXuLVyb7xPl1cKfNWsWFi1ahPDwcISHh2PRokVwcnLCpEmTAADu7u545JFHMGfOHHh7e8PLywvPP/88WrRoIY3iyWzjbiCt8oM0aRyEInxeUVGl18UYq3rXMjOx9/p1xOTpMcjHH9oAL2jS9diXkYb8S0UYHhYGr5p+X2aMSWplII1ZSWzemZAgNNHMyBBG5SyvTxmxeefVq0I/NrX94p+bKzR5LfmAFhEhBNLOnbt/A2lZWcJxU0OrpTPG7khJAU6dAvz9hWvXvUChEEaYrlNHGBzn6lXgxg3T+ZRK4V7WoQPg7l7dqbSrI0eOoHfv3tJnsd+yqVOnYtWqVXjxxReRm5uLJ598Eunp6ejUqRN2794NV1dXaZmlS5fC0dER48aNQ25uLvr27YtVq1bBwcGh2ventsorKkLqnVonXjYIpKkdhd8mr7i43JfHjDH7+y8lBTF5etT1cMegBg2wNTsNA7wDcersfziSkwXvGzcwLCzM3slkjFmIA2nsbiAtNvZup/mWjpTWoIEw6uf9MOiA2NRX7EsOALy9AV9foVPrLl3uv2BSUZHQlMrfHxg0yN6pYYyZYzAIAwwolUJttHut831fX6GpZl6ecL29fRsoLhb+fHyEppz3S1+dpZRXC1+hUGD+/PmYP3++2Xm0Wi2WLVuGZcuWVUEKGQDcvFMbzUurhcaS/v7Kob6zDgKQX1wMJw56MlZj3c7Lk2qkNvDxlgZy0Tg6okWdQBy4HIdEvR6Xb99GQw8PO6aUMWYpDqQxoWmnl5cQDHN0FJp13umEuFwhIULzztjY2h9IE/tHK93kNSJCeEC9dOn+aeIqSkkBCguB+HihlkidOvZOEWNMzunTwK1bQu0uLy97p6bitFoe3IXdk+KzsgAAdVxdccsG61MqFFA5OACFBuQWFcFJrbbBWhljVeHMnT4+fV2c4aQ2fumuU6nQwNsLMSmpcL55EyFubnC8z/v3ZOxewGcpEzRoILzpz84W/m9pbQWVSugr7eZNod+d2iwhAXB2vts/migsTAhA3o+DDiQl3f3/338Lg08wVluJtaH++QfYuRPYtg3qvXuBffuE0Xtral9F2dlCH2OurkDbtvZODWP3pZt6PWLy9Kjj4mKzdarv1ELLranXHsYYigwGXEhPR0yeHvW8PGTnCfX2gk6tgr6wEMdLlq0ZYzUWB9KYoOQIndbWLBOXrc2jd+bmAunpxs06RSqVEExLSSl/VLnaJilJaCrWpIlQ26U2HwPs/mUwACdPAj/8APzxh9BXV3w8kJICh2vXhCD6n38Ca9YIQbXkZHun2NihQ0LN0e7dhaA/Y6xaZebnIzM/H0qFAoE2GLFTJDbvzCkstNk6GWO2dSk9HQXFxXBSq+Bj5vx3UCoR4e+LmDw9YlJS+Jxm7B7AJWom8PAA6tcXmnVa2za/Xj3h4ezyZWGQgtpI7B/N3EimERHCw/S5c8Lop/eLpCShn7gOHYSaOv/+C4SGCsE1xmqDlBQheJaRIdTo6tJFGFjkznUyNylJ6LT96lXg/Pm714GQEKBjR6HpvD1duSL8NWwoDA7DGKt2N7OzEZOnh6eTTmiOaSMaRwdcKcjlGmmM1WCnU1MRk6dHY39fqW80Of6urvBw0sJgIJxPS0MbS7vZYYzZBQfS2F39+1dsObF5Z2wsoNcLzR9rG7mBBkry8xP6Hbp4EejU6f6o9ZGZKTR1CwsT+i1q1UpoPnb+/P3XVxyrndLSgO3bhSabHTsCLVoIfUKKDAahGbyTk/ASoVkzYZnjx4UXC9euCedCx47CKMfVrbAQOHhQ2HaXLtW/fcYYAEidjHvbYLTOksQaaRxIY6xmupWTg9TcXCiVCtRxdyt3/mAPDyAtC+fS0tDaz6/MwBtjzL642gizjdrevDMxUXhYLt0/WkkREUBBgRBQvB+IfTj4+Qn/tmgB6HTCCLD3YqE+NhbYuxe40yE0u89lZADbtgnBqKgooZN+S2qSeHkBffsCI0YIg7acOQP8/LNQY626HTkivNzo2FG4fjHGqh0RVVkgTeMoXJNy7sV7biVkFxTgaGIi/rh2DXn32b6ze8ul27cBAH4uLlLguywBbq5QOzggq6BAum4wxmomDqQx2yjZvLO2KSwUapmUV8U6PFx40L5fBh0Q+4ES80WlEjoyz8kBTp2yX7oq6r//hNp0P/8Mx1OnhNpG1srIqP2DbtwPcnKEIFpenhAUq1vX+nX4+QHDhgE9ewrXkF27hCaieXm2T6+cW7eE89DPj2uIMmZHt/PzkVdUBAelAu46nU3XrXG4P2qkERHScnPxX0oKtl6+jB/OncPRpCSsT4jHtcxMeyePMVlEhMt3AmmB7q4WLeOgVCLc0xMxeXqcS0urwtQxxirrPmh/xqqFo6PQJ9Dly0KNHlfLbhj3hORkYTTK8gJpGo3Qz9ylS8Dt29b3NXevSU4WmnSW/K2bNBECUidOCP/XaOyWPKulpws1DomgOn5cCIoNHizso6W2bBH6hxszxj5N+Zht7NsnjHTZq5dwTldGRITQN9mBA8K1IT4e6NGj8usti8EA7N8v/L9HD8tHYWaM2VzCnVolHjodlDY+F2vrYAMGIlzPzMRNvR4pOTm4lZuLojsvt2Ly9GildcbpglwAtT+IyO5diXo99IWFUDs4wMOKbm+aeHkB8VdxJSMDuYWF0KlUVZhKxlhFcY00Zjvh4cK/ly7ZNx22lpgo/BsQUP68Ys2P2l4rrbhYGKFUbNYpUiqB9u2FJq4nTtglaRWSkyOkuU4dYMwYFDVrJnQyv3mz5U09MzOF9WRnC/1SsXvTuXNC32bh4UDjxrZZp7Oz0Dy0Xz/h86+/Cv2oVZVjx4Tjt2VLYTAQxpjdJOj1AAAvJ9vWRgPuNu2sLcGk/KIixCQn48dz57DryhX8l5KCXanJOJqThVMFOQhycUGEvy8mRESgroc7ACCvuNjOqWZM3uXbtxGTp0eomxscrBiEy0ung4dOCwMRLqSnV2EKGWOVwYE0Zjt16wq1dy5etHdKbCspSWiy6eNT/ryBgYC7O3DhghBsqq1u3RJqvZQOpAHC6IDe3kKzsjsPEDVWYaEQNLlyRfjs4QE4OKCwbVuge3ehVtrmzULQsDy3bgn/iudAbWzmXNtlZgKHDgEuLlUz+m6DBsDo0cL58e+/Qp98FWlCXJabN4VAmo+PENRmjNlVgl5/Z8RO2/dTqCkx2AAR2Xz91SlJr8fPFy7g74QEHMxMx9miPKTrVGgRFIDuDUPRr3E4hjRsiFBvL7hpNFCLQcRaVhuP1Q4GIsRmZAAAwiowenddTw8A4OadjNVgHEhjtqNUCkGU27fvBhXudURCIM3XV9g/S0RECP0g2aNz8eoi9o8mF0hTKITOzYuLhYEHarLTp4GdO4Vmd4Dx/jRtKoxkm5cH/PLL3X02JyVF+LdfP2HQhf37hdpp7N6xf78wUEZkZNU1zXV2FvpOq1dP6JNv+3ahNqQt5OUBf/4pNLXv29eywREYY1UmMz8fOYWFUCoUcNdZ0U2AhdQODlAoFCDgnu50/2xqKrZcvozDWbfhrtGgeVAAeoU1QNNAf9TxcIeLRmMyeqH6zvWNa6SxmuhGVhbyioqgcXRAkIuL1csHuLrCQalERn4+0nJzqyCFjLHK4kAasy2xeWdtqZWWni7UWrKkWaeoUSMh6Hb2bNWly97KCqQBQp9QgYFCoKAmdwQs1jRr1kwImpXuB69+fWDQICGgumOHcDyYk5IiBDACA4W+tQoKgD17hGVZzXfhAnDjhhAIDwqq2m2pVMCAAUKw9uZNYWCD/PzKr3ffPqEWaPfuQs1Yxphdic063XVaq5p2WUqhUEB1Z7336sidfyckYH98PI7nZiPAzRWjwsNR18O93PxS3amRdi8HEFntJY7W6e/mWqG+ER0dlKhzJwB3tSaXoxm7j3EgjdmWn5/wAHfpku2bLNmD2D9aeQMNlKTTCQMv3LhRs4NIlZGcLDSDLKvWTvv2QhCpKvuCqqzbt+824zPX+XtQkBBkKywUag+Zq2V265bQnE6hEGobiUGS//6rsuQzG8nNBQ4fBpycgE6dqmebSqUQ8GrbVgjCbtkipKOiTpwQmiiHhQnBfMaY3SVkZyMmT18l/aOJxH7S7sUBB87cuoWY5GTE5OnRyM8HresGQWVhTVr1fTJiKbv35BUVIe5Os85AN7cKryfUzQ0xeXpcqa3PEozd4ziQxmwvPFx4ILx5094pqbykJOFfawJpwN1BB86ft216bCE7G4iNrfjyeXlCB/zmaqOJAgOFvwsXamZAkUjoA82S0VWDg4Xmfnq9EEwrXXsoM1OogVayH73OnYV1//NP7WnqXFsdOiT8pl27Vv9Is+3bC02h09KEYFpF+hX87z/hOPP0FIJzjLEaQayRVhX9o4nUyntzwIHrmZk4ePOmFERr4GPdwChi0857bb9Z7XcyJQVFBgN8dDp4ViKIHnInCJeSk3NPBsoZq+04kMZsLyxM+Lc2NO9MTBSCIVor+zapU0eo6XT+fM2rmXf0KPDbb8DJkxVbvrxmnSW1aycErGriCJ56vdAfliWBNEA4rrt2FWqx/fab8e8q9o/m63t3mqMj0KeP8P/ffrNdP1jMtuLjhYEhQkKEwQDsoXXru8fWli2WjxQLCOfW4cNCEG3IkKrr240xZpXsggJkFRRAoQA8dNVQI+0eCijdzsvDb1evgohQx8PN6iAaAGmwgSKDAUU1rZzF7lv5RUU4fesWYvL0aGftS/hSdCoVPJy0Qq20OzXcGGM1BwfSmO25uQk1uOLihOZw96qcHOGBtiI3QoVC6GspJ0cYFbImEWtH/fUX1Pv2AWfOCJ937hRG+yuPNYG0oKC7tdKsCQ5UB3EkJGtGU2reXKhteOMG8Ndfd6fLBdIAoYZa585CjTVxQANWcxgMQm00R8eqGaXTGs2bAz17CsfKli1CbcmyFBcLAwv88w/g5SUE0arwYZ0xZp3EO7XR3LRaODpUXXFb43DvNe08fPMmjuRk4brSgGaBVvRBW4LKwUHqe4r7SWM1RUxKCo7kZMFNq0GIDfoq9eN+0hirsTiQxqpGeLhQ2+deHrmyos06RY0bCwE1MVBVExgMQof5Pj6AoyMcrl4VAjxHjggBvyNHhBo6ZUlOFkYD9PKybJvt2gnbrWl9pYkBRW8r34R36yYECE+dujugxK1bQgfycoWm5s2B0FCh38Bz5yqVZGZjp04JtcBatxZqkNpbRIRQi1GvBzZvNt88PidHCLZdvCjUpBs+nINojNUwd5t1Vu25ea81cUzS63E9KwsKBdA8KKBCHbGLxP7UOJDGagJ9QQH+u1O2DPf1KWduy/i5CmWTG9nZKOQRahmrUTiQxqpGgwZCZ9r3SvNOvR7YulUIiCQnA3/8cbcmmTUjdpbk7CwEUOLja04fYenpQlCrXj1gyBAUBwcLv1PJmmh79gj9oMkhEvLH11dYzhJBQUIe1qRaadnZQrNdhcLygKBIqQT69QNcXYGDB4XaaSkpQkDO3ANBr15CoObQobJH/mTVJydHaObs6gq0bGnv1NwVFgZERQk1zrZtE4LbSUnC5/R04N9/gQ0bhPOwdWth9E+Vyt6pZoyVknBnYBqvKuwfDShRI+0eCSYdvfOSso67O5wq2RRdbNZ6rwQRLZVTWIjzaWk4mpiIqxkZyL2Hahvez44lJ6PYYICnkw6+rrZ5Oeei0cBZrYKBCNdrShmaMQYAcLR3AlgtpdUKHbRfuyY8sFZxQbJCiITARmioUCvl5k2hqZRGc3e0To1GvpaRpZo2FZq4nj1bfaMBliU1VfjX2xvw80NBZKSQD9u2CQG2Tp2Av/8G9u8XRqosLSND6OurdBPG8rRrJ2zjxAmgR4/K7kXlpKQAGzcK//f0FJr1WUurBQYOBDZtAnbsEPKuTh3z82s0QN++wC+/CP2ljRxZse0y2/n3X6Hpee/eNe+3qFcPGDEC2L1bCHIfOyYEaYmE752chJprYn+UjLEaJbewELfvDEpTHTXS8osN90SwJUmvR3xWFpQKRYX6RStN5eAAFAN5taSmzpWMDBxLSsKtOyM4x+Tp0UrrDADw0enQOSgIQTWh9jQzkZGfj3NpaYjJ06NTaLBN1+3n6gro83ElMxMNLO3XlzFW5WrY0wOrVRo1Epp2Xrgg1JyoaVJTgdOnhSZ3YmCodG0hNzfztYwsERQkBOLOnxdG57NwWPcqUzKQJvL3Fx7K09OBVq2EQFNsrJDm+vWF3y8iQgg2WNM/Wkl16gjbOX8eaNPGvs3oxP7MGje+O7pqRXh6CsGxnTuFz+UFNfz9gQ4dhD6tDh0S+sNi9pGcLByLdesKgfSayNMTGD1aCOonJwu1ZbVa4TgLDKzcdYkxVqXEZp1eWq3U/LCqaBwckA/DPVEj7WhSEmLy9BgfFIwMdeVr0qodHYBiwz1fI62guBgHb9zAxfR0KXh2RVGMIHc3XM7LQ3Z+AZCnx63cXDT08EDnwEA488AyNcq/iYkgIvi6ONt8lF4/V2f8nZoGdaYDDESVag7NGLMdDqSxqhMSIjz4nT9fMwNpYkAlP19ofunqKgSL0tOFAJhKVblACyA87DZtKoyqFxsr9B1nT6mpwn65ut6t3QIYj1bYo4fQlOzQIaHZ4qVLQo297t0rHkgDhFpp27cLtdK6d6/MXlTO7dvCv23bCvlQGfXqAZGRQtNdS2outmol1Hw8d04ILjZsWLnts4o5fFhootu1q71TUjZHRyHYV7euvVPCGLNCol6PmDw9Jvn4IK2KtyU0byxEQXExigwGOFra7UI1Sy5RG62Nvz/25Fe+mZrQP5zhnu4j7XZeHrbFxkJfWIiT+Xo08PHC5HoN8Vve3S5BCoqKcCklFSdv3wZuCx3PdwwIQDMfHyg4qGJ3t3JyEHv7NmLy9OjWINTm6/fQ6aB2dEBBcTES9XqulchYDVEz77asdlAqhcBRRsbdjvtrikuXhD/gbjCjXj2hLysHB6E2XVSUMK2yGjUS1nn6dOXXVVmpqWX35QUIzRB79xaavYl5dOaMULswOVno1LwiAai6dYUA3LlzQh9l9pKRIfwetiqINGok1Da0hEIh5K1OB+zbV3P6zrufxMYK16MmTQBuIsEYqwLJOTkAAP9q6NZCpVTC4c49vSbXzDqTmoqYPD0C3V3haqPaVOp7fLCBIoMBv169ikNZt3HRUICOIfXQyM8XulL9XqodHdE00B9d6ocgwNkZR3OycOjmTeyIi4O+oMBOqWeif+50BxPk7gZXrcbm61coFPBzcUFMnh5XyhvRmzFWbWplIG3fvn0YOnQogoKCoFAosGnTJqPvp02bBoVCYfTXuXPncte7fv16NG3aFBqNBk2bNsVGsZ8lZl7jxsK/58/bNx0lxccLgwkkJAgP0n37AtOmCaMx+vkJ/2/UyHbb02iE5ljJyXdrwdlDdrZQ+86SUSqDgoCOHYX/h4UJ+7Brl9C8LDCw4mkQR/A8caLi66isjIzKN9mtDJ1OaEpbWAj8/ruQH6x6GAxC01q1WjgWGWPMxooNBqmPK79q6h9Wd6efx5raT1pBcTFi7wQA6trwBYZa3O97NJB26MYNpOflQePoiE6h9crtT89Nq8WwsDA0DfTHqYIcxGdlYd2FC7gs1rRn1e5GVpZU0zLMRiN1yhFH77zCL2AZqzFqZSBNr9ejVatW+Pjjj83OM3DgQCQkJEh/27dvL3Odhw8fxvjx4zF58mTExMRg8uTJGDduHP7++29bJ7928fIS+h+7fFkIHNQEFy4I/w4YAAwdKvy/5NvRqujPpHlz4d///rP9ui0l1z9aWVq3Bh58UGi6GBV1d3plmqcGB9+tlXanD5lqZTAII4dWZgAJW6hTR+grLiVFaELLqseZM0ItwNathWbnjDFmY6m5uTAQQe3oADeN7WunyHG6U4OppvaTdjE9HUUGA1y1GpsOvqBycEBMnv6eHGzgUnq61Dl9yzqB0Fgx6E09Tw90qR+CK4pi/KPPxO9Xr+KPa9dQzC/mqt0/iYmIydOjqbc3nGzQ75853s5OcFAqkF1QgLQ7gXrGmH3VykBadHQ0Fi5ciFGjRpmdR6PRICAgQPrz8vIqc50ffPAB+vfvj3nz5iEiIgLz5s1D37598cEHH9g49bVQ48ZCEC0uzt4pEVy/LgT3QkOF2kHVwdtbaNp4+bL9mjVaG0gDhNEBlUogIEDoHD84WPirjLZt7VcrLTNT6BuuJjTpa9dOqPl35gxw8qS9U2OsZP95tUVBgTD6pbPz3cA2Y4zZmNis070ag/VOd4IwOTXlhWUpZ+8066zrYduXWEL/cPdejbScwkLsi49HTJ4eYb7e8Ha2vuaii0aDTqH1EObrjZP5elxKT8f5tKrukY+VFHf7NlJycuCgVKBNRfoOtoKDUgmvOzVc4+3ZPQpjTHLfDjawZ88e+Pn5wcPDA7169cKbb74JvzIugocPH8bs2bONpkVFRZUZSMvPz0f+neHPASDzTnVcg8EAQxW8NTIYDCCiKll3pTRoABw8KAQMyhvZsAoY5UtmJpCbK/SLVt351Lw5cO0aEBMDdOlSvdsGhNpPREJtrDvHoFXHS6NGd5u8Vibv6tYVgnmnTwMtWwqBjeqSni6k3dXV7D5U63nUrx+webNQK00ckdGejhwRgk2A0NG9nx8QEABD3boghaLmXVuscewYkJMj1LBUKm1y/tfYa66dcb7IK50vnD+1U/Kd2iIeumoMpN2pkVYTA0rJej3S8vKgVCoQ5O5m03Wr7tE+0k7duoUigwEeOi0a+ljxcrMUsTlhYXExYtJuoyX3l1ZtDET4907faKHeXkK/dnlVu00fF2fgth7XMzPR0te3ajfGGCvXfRlIi46OxtixYxESEoK4uDi88sor6NOnD44ePQqNmWr4iYmJ8Pf3N5rm7++PxDsXUTmLFy/GggULTKanpKQgL8/2V1uDwYCMjAwQEZQ1bNQmtZcXHC5eRN758yBPz2rddsl8UV2/DnVWFgoUChSLI1BWF7UaGkdHKP/9F7nBwcbNSauB9soVQKFA3p03lvY8XpQhIdDExqLo999RaEH/hLbiGBcHVVYW8gsLYTDz+1d3vijat4dmxw4oNm9GYbt2KGratMq3aY7m5Eko8/NRHBgIRX4+lJcvA+fPg4hQpNMhtX17UEiIEIi6hyj0emgPHYLBzQ357u53R5+tpJp8zbUnzhd5pfMlK6vyoxaymifpTrcFHjZswlgenaMjYvL0aFIDA0pi88Ugdzcp8GUr4mADBcXFKDYY4HAPXG8Ki4tx5k4Lgfo+XjYZdVPsKy7/Hmzieq+6kJaG2/n50Do6wserep5rfJydkXlbjwS9HoXFxTY/nxhj1rkvA2njx4+X/t+8eXO0b98eISEh2LZtW5nNQUvf7IiozBvgvHnz8Nxzz0mfMzMzERwcDF9fX7i52fatHCAU0hUKBXx9fWvew0u3bkBKClxTUu4OQFBNjPLl2jWhNlLjxkL/bdWte3dgzx64JiVVb2fnYuE6JARud2pe2vV48fMDbtwQBnwwGISmo9Xh3DnA1RWuDRuabdZrl3yZPBnYuVPov8/BQThfKrrt27eFfHV2FpqwurrKD6yQmSnMIxbEDAbhTxyxVpx26xYM584BR4/C9cQJKGJjhVFKw8LsN2CDtf78U2imPGAAUOqFSGXU6GuuHXG+yCudL1rup6/WyS0sRNadWkFudmjaWdNqpBUZDLh0pyN8WzfrBIQaaeJtKK+oCM7V/IKyIi6kp6OguBhuGg2cbDR6uBhQ4UBa9SgyGHA0KQkxeXo83iAcVxyq5z7nrFGD1GpkFRQgQa9HvSp4lmSMWe6+DKSVFhgYiJCQEFy8eNHsPAEBASa1z5KTk01qqZWk0Whka7gplcoqe7hQKBRVuv4KCwgQgieXLwOdO1d7bSwpX9LSAJVKCKLZI48aNRL6BhObNVZTR8TIzBSCHj4+Rvtt1+OlVy9g/XrgwAFg9OiqGeShtKwsoQllOc1Jqz1f3N2BkSOB334TRrhNSBA6xG/UyLLj9NYtoe+/K1dMR4Z1cLjbR5+HhxBUTU0VjkEHB+HcDAq6eyyWPEbE/vH8/JAXGgq3W7egPH0a2LsXOHtW+A2ruYap1W7dEq479eoJfzZWY6+5dsb5Iq9kvnDe1D5i/2ieWm211hbR1dA+0q5nZqLIYIBOrYJXBfoBK49CoZBqpeUVF6MaO4qoECLCf7duISZPjyfr1EGsjV5GqTmQVq3OpKZCX1gIncoRTb29cUWfXm3bDnZ1xQ83rqFZVhYH0hizMy7FAUhNTcX169cRGBhodp4uXbrg119/NZq2e/dudO3ataqTV3s0bSoMOnDpkv3ScOuWEFSw1wOMUinURCsoqN4RPMUOaO1RC88cDw9h4IHbt4Hjx6tnmxkZNWOgATlqNTBwoFDbKy8P2LcP+OEHYPdu4PBh4NQp4dyJixOCbYcPA9u3A2vWABs2AP/+K+Rlo0ZCzauePYVgbVCQMP3YMeCPP4T1nj4t5ENAAJCYKCx74ICQDnPHiFYr/F4TJgj9/aWkAJs2CcG7mkwcWbkamxAzVpPMnz8fCoXC6C+gRC1gIsL8+fMRFBQEnU6HyMhInD592o4pvneJgTQ/J9sHjcpSU0ftvHqnb2B/G9W8kqOuobXx5FzNzERmfj5UDko0tmF5THWnRtS91lfcvaiguBjH79RGC/P1qfbmxHVdXQEA17lrAMb+n737jm+ruvsH/rnaHvLesePsPUnIYiSBEgiE1YdVWiAFWlJKSwr8Wmj7PCQtJYwWSmmBllJGaYHSQBo2AZIADQmZziSDOHGGHU9ZsmxJtu75/SHrRrKubMmWLMn6vF8v4+jeo6tzv/fKHH11RswNyB5pLS0tOOSTrKmsrMSOHTuQk5ODnJwcLFu2DP/zP/+D4uJiHDlyBD//+c+Rl5eHK6+8UnnOjTfeiEGDBmHFihUAgDvvvBPnnnsuHn74YVx++eX4z3/+g48++gifez98Us9GjAA2bvR8iI/FPFB2uydBMWxY/7+2r+HDPYmjXbs8CYn+GP7R1PltWbz1Hpo82dNbaMcOz3WJZqLP5fJMNj9oUPReo680Gk+yasIEz+IcX30FHD0afBVNrdZzTUeO9PS2KipSTxJ3DtGE3e5ZRECv9/Q80+kAt9uzr7HRsxDHkCHd19FoBObMAYYOBdas8ST6pk8Hpk6Nv6Gex455hhDHaig3UZwYP348PvroI+Wx1qe31COPPILHHnsML7zwAkaNGoUHHngAF1xwAfbv3w9z54c2Ck1taysqHHack1oKaz++bjwO7ZSFwFGrFRUOO2YURu/vr0GrBdyJkUTaWVeHCocdw/JyoItgAkavYY+0/lJRWwun2410oyHii2eEYlB6OjSSBKvTCavTiYz+GtlCRAEGZCJty5YtmD9/vvLYO0/ZTTfdhKeffhq7du3CSy+9BIvFguLiYsyfPx+vvfaaX4OxqqrKb9jFnDlz8Oqrr+KXv/wl/vd//xfDhw/Ha6+9hpkzZ/bfiSU6nc7TW2b3bs/QtW56AEaFd8hbXl7/vm5X3l5pH38MfPmlp+dQtDU2epIu8dYNXKPxnP/q1Z6kzJVXRm/Yb+c348iM/DwtEWcweIZ2TpniSYLZ7Z5hqU6nJ/Gl03kSQ8HmP+tKo/EMrVaj1XrmDQt37rDiYuCb3wQ++MCz2mdDAzB/vqdu8UAIT280nc6T6CNKYjqdzq8XmpcQAr///e/xi1/8Qpkj9sUXX0RhYSH++c9/4rbbbuvvqiYsIYTSI60wNRWHOlr77bW9QzvdsgyX260M9YulU3Y7nG439FpNVBde0Gu1gFuO+0Rak8OBGrsdGklCeYS/1NTrmEjrD23t7crQ3KllJRFZKCJceq3WsyKwDBy32TCOiTSimImTTzyRNW/ePIhgPTgAfPDBBz0eY926dQHbrrrqKlx11VV9qRqNG+dJpO3e3f+JtPp6z+9YJ9IAT6+0r77y/IwY4Rl+F02NjZ6eS/E4J09BgWfY3YYNnqGHF14YnZ5NnRMeJ0QizZdG40mYxWPPkPR04PLLPXOmff21p8ffhRf2Ty/Lnuzf77nvp07tcU48ooHu4MGDKCkpgdFoxMyZM/Hggw9i2LBhqKysRE1NDRYsWKCUNRqNmDt3LjZs2MBEWhgsTifaZRlajYRskwlo6b9EmlajUYb3tba3x0Ui7Uhnb7RBWRnQRDHhYNBpUWG1YWqcJ9L2d06xkZ+eBqM+sh+/vD3S3LKMDlmOaG83Om17bS22ttqQlWJCYQzbZLlpqYDNgRMtLRgXD59piJLUgEykURzLygLKyjzzKlmt/dtDqr7ek5SIl+GN55wD/Pvfnjmrrroqej15XC5Pj6ZoJ+v6YsIEz/U5cADYujU6PYiamz2/Ey2RFu90OuC88zxJtYoKT+/Ciy/2PI6V9nZPLzmTyTN8mCiJzZw5Ey+99BJGjRqFU6dO4YEHHsCcOXOwZ88eZRGlrgsnFRYW4ujRo90e1+l0wul0Ko+tnb1+ZVmGLMsRPQdZliGEiPhxI6mmpQUVbS3ITk2FEAJC9tRXyP5f7Hq3RWKfkAXQGReDRgtZCLS4XMiIg9UrKy0WQAjkp6YFPRc1oezzLaOXNIAQaG1vV+6PeLtfZCGwv7ERFW0tmJJbEvQaK+XD3KeVJEidr9PqciE9yPWPt7jEi1Di0uJyYXd9PSAEhufmKtcgku/nUPflpKai1dqG4zYb3G531HrG8X5Rx7io841LssSGiTTqf5Mne+Yu2rULOOus/nvd+nrPcLg4+KYWgCeJOH26Z964rVuBaA0TjseFBtScfbanrtu2eWIzalRkj89EWvRIkuf+TUvz9CxctQpYuNCzsEcs7Njh6R13zjn9vkIwUbxZuHCh8u+JEydi9uzZGD58OF588UXM6lyEo+sHMSFEjx/OVqxYgeXLlwdsr6urg8PhiEDNT5NlGc3NzRBCxO1qpwdrawG7HZk6LWpra4E2K2rbOoA2/9nSvNsisk8G0NKC2tpaGB1tsLkdOH7qFHSt/dcbTo3F6cSJhgZo2h3IdTmBRv/VRNXOL5x9vmUMdjtgt6O6vh61nX/v4+1+OdbSgtqmJujdLuS7XEBjY59j0JW+rQ02lxvHT51CTpDhfvEWl3gRSly+OHUKzVYrsjUCeS4n0Oj5EiGi7+cQ92W0tqLJbodNlrHv2DHkRWkUAO8XdYyLOt+42O32WFenXzCRRv2vpMTzAXv/fk8iqT/G97e2en56mki9v02Y4BkSt3MnUFoanYnw43Whga50Os+wwP/8xzNUUK/3TGgfKc3NQGqq57gUHRMmeGL8ySeenmkXXOC5r/uTzeZ5P+XkAGPG9O9rEyWAtLQ0TJw4EQcPHsQVV1wBAKipqfFbuby2tjagl1pX9913nzIHLeDpkVZWVob8/HxkRLi3uSzLkCQJ+fn5cfvBpcNqBdLSkFFQgIKCAsCmQ4E5B7D5N7W92yKyTxaAJFBQUACDpR5ml4yUjAwU5OdH9Vx7cqK2FmazGbk6M3QqQ8/Uzi+cfb5lDDo90OaAyWz2xB3xd7/saG3FEb0G5YXF0HR+wdTXGHSlb2qGWaNHRnY2CoL0CI+3uMSLnuJidTpRW1ODI3oNZpSXedo5nSL6fg5xn8amw2joccRqhctkUu77SOP9oo5xUecbl5aWllhXp18wkUaxMXmy58P23r2eOYyiTONNJsXbXAIajWeC9lWrTk+2H+keU4nSIw3w9GhatMiThPn4Y09irays78ft6PAk0uLt+g9Ew4YBKSmeRQjef9/TK2z06P57/U2bPAsyzJ4df6uIEsUBp9OJffv24ZxzzsHQoUNRVFSENWvWYGrn/4tdLhfWr1+Phx9+uNvjGI1GGFW+CNNoNFH5cCFJUtSO3VeyELA4nYAkISPVBI1GA0kjKb99RXxfZ1xMej007S44ZDnmMTpms0EjSSjISA84DwCq5xfOPt8yBr0OkCS43G6/846X+8XR0YHjLS2AJKE0O0upd19j0JVBr4NGltDew/WPl7jEm+7isq2uDjudrcg3pyMn3X/O1X59r/vsK8vIwFt1NSiz23FGFK8l7xd1jIu6ZItLcpwlxZ9hwzxzKO3a5UlyRJnGm0yKx0RKVhbwjW945nV6/33PyoyR1NjoGd4WyzmrwpGR4ZljS6/3JGM2b+7dPSLLQFWVJ2H70kueueISIZk4EBQXA1dc4UmMrl/vma+sP9TUAIcPA+Xl0endSZSA7rnnHqxfvx6VlZXYtGkTrrrqKlitVtx0002QJAlLly7Fgw8+iDfffBO7d+/G4sWLkZqaiuuvvz7WVU8YFodDmeQ9LUbDyQ2dKze2tbf3UDK6XG436traAHgm1o82o/e843SxgYNNTZCFQIbJCLMpeiMw9J3Tlji4cmdENba14VDnl/Ej8+PnM8SgzjZ9TWsrOpJkPiqieMMeaRQbGg0wZQrw+efAnj1RnxBc09Dg6Z0Sr4mU0lJPD5oNGzw90y66KHKLDzQ1xf+wzq5ycoBLLwXWrgW2b/cMfz3zTGDw4O6HZrrdwIkTQGUlcPQo4J2np7DQszpqpOddo+CysjzJtPff98x7Z7UCc+dGb45CIYAvvvD8bemc94mIgOPHj+Nb3/oW6uvrkZ+fj1mzZmHjxo0oLy8HAPz0pz9FW1sbbr/9djQ1NWHmzJn48MMPYY7HlYLjVH1n4ijDZIzaxN89MXa2GVpjnFCqsdshhECG0QhTP0yl4E0gOd1uyEJEdYXQ3jjUuWJ4aVZ052fVazVAuxtOJtIiasPJkwCAogwzMlLiYEXyTlkmE0x6HdyyjFN2Owbx7zVRv2MijWJn9GhPkqSiAhg/PnqrVqKzR1peXlRfo88mTPAMP9yzB3j3XU8yra/fbLe2epJJkZxrrL/k5HiGuu7e7enR9PHHniTMoEFAfr6nh11qKtDS4kkWWizAqVOenn3e50+c6EmgsYERGykpnoToJ58Ahw557scLLojOvIj79gF1dZ5rzgUliBSvvvpqt/slScKyZcuwbNmy/qnQAHQ6kRa7D9pGnQ7tAFpj3COtunOS6eK0NKhPlx9ZBp8vZxwdHUiNo3lQ7S4X6lpbUeGwY35GUVRfy5NQTMxEms3lQkNbG2wuF+zt7UjX61GUlobclJSYJaYB4EhzM062tECr0WBUQWznHVSTm5aKCosVU1pamEgjioE4zirQgKfVeuZHi3avNIcDkt2eGBOPn3WWp0fNrl3A2297hjj2pWGeKAsNBKPRAJMmeZJhhw97epkdP+4ZstmVVutJlg4Z4kkcRniya+olnc6TPPviC09S9D//8azoGclGn93umRstLc2zgAkRUT+qa2tDhcOOSbmx+/+OQaf1JNJi3COtuqUFFQ475qWVwQoR9deTJEkZ3mlvb4+rRNpRqyeVmJVqUnoMRovSMy9Oh7h21SHLONTUhANNTajxWeGvwmHHZJNnSLBBq8WYnBxMKSiAqYf4tba3w+V2Q6fRwKjVKvHoLbcsY2N1NSocdiwePBQ1hvi5r7xy01JxwmLFcZsNM3wWiyGi/sFEGsVWf/RKa2jw/I7H+dHUzJ7t6Ym2dSvw+uuexMDo0Z6kUrgSaaGB7qSmenrsTZjg6XFmtXp6orW2epIn2dmeHmpxNqSDOkkSMGeOJ3n2xReexTUuvtizem8k/Pe/nvvi/PO5KisR9SshBBp8hnbGSqreADs8vbIcHR09Jh6ioUOWld55xenp2O+09cvrphoMgAw0O53I91lRMdaOWK2ocNgxqiD67c9EmiPN0dGB1YcOweJ0osJhhyR5enOm6PUoT83CSVc7ymUNNtut2Gy34qvGRkzOz8fE/HzourSFnR0d+LKmBvu8bf1O55aWYkwf2hh7GhpgdTph1OkwpaAA77daen2saMlN9SQc69va4OzoiHqyloj88R1HseXbK23vXk/vo0irr/f8TpREGgBMm+ZJOmzaBHz2maeH2uTJnkUawkkUeHukJXoizZde70nARCoJQ/1n4kRPwvPjj0/3uMzv43CJykrgyBFg+HDPHHpERP3I4nSiQ5ah1UgxW2gAAHRaDcwGA2wuF5ocDhTHYIGhGrsdshBI0etgNhiACK+dFEyawQA4Ojwrp8YJl9uNky0tAIACc/SvhUGrhQDifminy+3Gu4cPw+J0IlWvx6iMPAzKzIRR7/+R9JL0HIjqKhysq8dmuxUutxt7Gxowt6wMpWYzHB0dOGyxYMupU3B0dKDCYYdeq8EEQyq2t7Wg2GLpdSKtrb0d206dQoXDjoklRX3u3RYtRr0O6UbP35yTLS0YmpUV2woRJRkm0ij2vL3SduwAxo2LfK80byIt0RIvo0Z5hihWVAA7d3pWP/zvfz1DFwsLPb2wcnK6H/rZ2OiZpyqG87YQ+Rk61DP/3wcfAO+8A1x+ee+HHre2epLwRqOnxxsRUT+rbW0F4OlRE8v5nAAg22SCzeXCcZsN+iC92E06HdKjlPCr6uyBFe2J9btKM3oSaXWtrZ4hfh0daHA4oGlrC3nxgVS9PqLDQo80N0MWAulGA9KjMS9oF3qtBi4ATQ4HDjU1ITclBQaNRplDTtt5P9g7h0BClpX5yGwuF3QaDUw6HVpcLgCARpKQHeF7ukOW8cGRI6hva8O+DgeWjRmDT10tqmU1koR8czry0tNQbbXhQF092mx22A+3Iy8lBQ0OB4QQqHDYkW40YEZ5GXLSUnGOPg3bK7ahtrUVda2t8Nbe6nLB5XYjp7Pnm16jgb29HUatFo72djQ4HDC3t8Mhy9hUXQ2X240MkxElmfE9TUhuWirQ2o5jNhsTaUT9jIk0ij3fXmk7dwJnnBHZ49fVQWRmJuaQL73eM7Rz4kTPypUHDngmbT906HQZg8Ez9DElxfM7NdUzP1hurieRVlgYu/oTqSkt9cyT9s47wEcfeRaVCDeBLsuenm1tbZ4hnSkp0akrEVE3vrZYUOGwY0R+7L+syzaZUGW1YnttLbbX1qqWkSQJC4cORWmEJycXQqDK5hnKmW9Oi+ixe5JmMMCNVhyz2fDy3r2QhYDNZoPZYgk5kaaRJFw9ejQyI5D0koXA7s4vcYv7KRGTajCgQ5KwqaUZjqrAedJ0Gg20koTapiaYGxpCikteSgouGTYsIkMGa+x2fH78OBodDhi0WkwvLvXEOkgizUuSJJRkZqDQnI4DtXWoaLRgMjxzqWWYjBhTmI/BOdnK+WSZTDDqtHDLMt48eDCkuqndLzuddswoHxzz5HhPCszp2Nx4HDqLBtOLiuJqjkCigY6JNIoPY8Z4kmgVFZ5eaZHqQeVyAVYr5ETrjdaV0eiJy7hxnl44jY2eYZuNjYDN5kkmNDYC1dWBz03UhQZoYCspAc48E/jyS2DDBuDcc8N7/ubNnvt9wgTPsE4ion7W7HTieGfyKB56rozMysIbp06gQ5YD9p1hSseWNhtcHW6YT5zAtaNHRzRJsLOuDlanE3qtRpm7qb/kpKZCm9aOTyz1GKdPwS6HHUbZhWq3E5Ik4QxTOrY5WpTfvs4wpWOTvRkTDKk4bLFgagS+fPzi5EnUt7VBp9H0232RotfjwtGjYT1eicoWO9ra29EhyxCd6z1MNqVha1sL4GoDHBpAkiBJgBDA9FQztrTaMNmUhr3tbdBqNHC0dwAOOwbXZ2B6Ue9XHHXLMr44eRJ7GxqU4Zf3jpiIzbIjrONoNRqMLSpEcWYGztSmIBPtSA2yAMCwvFwcaGj0W+pCkiScmWLG5lYrnB1uyELAoNPC1eGGTiNhuEaDXQ479DrPQgUTiouQnRr/X9DlpqUhK8WEra025FdV4ZJhw0JOHhNR3zCRRvFBowFmzPD0Ttm2LXLDtDon25cH0hxh3l5npaWB+9xuT1LNYvEssmC1epJvRPFo8mTgxAngq6+AQYNCT4gdOeJJuhcUALNmRbWKRETBfNn55VV+eppnwvsYy0lJwdnDh6ruu9Sci1RLHdYf+hpWpxOnWltRlBaZhJfF4cCWzjmlJpQUQaftxeJIfaDTanDpiBGQbNmYLhmRZm+GudUO5ORA0ki41JyLDFuD8tvXpeZcWKu+BppacMRq7XMircpqxZ76elQ47PjpmPHYqem/VTQzjUaMLMjHyILTc4+6O5Oq0zUm6G1NSG+145ROj6zUFKQbDbA6HPhOQSlSG0/hLEMaiuEZ2nm8yYLd1adQZbX2OpHW7HTio6NH0dC5qm1pViZGFeR57jtbeIk0r6yUFIwx5+Jgl+voqzwnG+U5gV8iX2rORaqtQYmJVqOBW5YhCWCmw43P9J55x+K9F1pX44uLsOlIFapbWvD58eM4t6ws1lUiSgr9+386ou4MG+b5YLx3rycBFAmdq/jIydIrS6v1TOZeWupJUpxzDsA5EyheSRIwf75nWOann55eZbY7Fguwbp2n1+o3vtG71WyJiPqo1m5HZXMzdjrtGFXQx0VT+olOq1Emvj9ssUTsuBtOnsS2Vhvy0lP7fX60rorT02EOc/XU/M6FGbxzrPVWW3s71h87hgqHHeU5WSjPjG0sAE+ySKvRoNRsRm5aKoxaLQZnZyEzxQStRoPs1FRoJAmpBr3fcF9vTOrb2noVk7rWVqw6eBANnfOhTR9cigklRTDEwcqS3ph4/+1NnBl1iZdEAwCzyYjJg4pR4bDjq8ZG7K6ri3WViJICP4FQfJk50zP30ebNkTlesiXSiBJNaqpnjjO3G3jvPcBuD1725EngP/8B2tuB887zJI2JiGJgY3U1Khx2DMrMDDtxE0uFZjMqHHYcidAXllVWK47bbNBIEsYm6JysRr0OBampADyLBPTW+uPH0dbRAbPJmDDJ1WCMeh0yUzzTrBzrHL4cquqWFrz99df40m5FQWoqzho6BHnp/TvcN9nkm9MxujAfFQ47vqiuxrFIdUggoqCYSKP4UlwMDB7smVi/pqbvx2toOD0RPxHFp5ISYN48TxLtvfc8cxt29dVXwLvveiZ0WbhQfWgzEVE/qLJaUWO3Q6ORMDwOFhkIR25aKrQaCS0uF2q7++IiBLIQ+OLkyc4eWNme1TMT1JDMTFQ47DjaywTE3vp6VFmt2OVqxaSSYqXHUyLzJr/CSaQds1rxbmUl2mUZuWmpnsUK9LHvhZYMhubmoDQrE0IIfFxVBYujd8Nn+4vL7UaN3Y6vGhqwpaYGBxobYXU6Y10topDxLxvFn9mzgePHgf/+F/jmNz3Dv3pDlj1DxfowSSoR9ZMRI4CWFs/iA6tWAaNGAeXlQF0dsHs3UF8PmM3ARRdxAQ0iihkhBDZ1zo1Wnp2NlARbJU+r0SA/PR0VVhsmW60o6MM8abvr69HsdMKo02JYXmLPRVue4VkU4ERLC9rdbui12pCf2+Rw4IvOHopjiwoSqodid/LT09Bmc+C4zQZZiB4nsT9sseCTqipsb2vBpQXFKMhJDyuO1HdjiwqgqWtGjd2O948cwRUjRsAUB8NpfbncbuyorcWu+nplvroKhx2TTZ6/RWl6PSbn52NcXh4XTqC4lvhfl9DAk5kJTJrk6U22d2/vj9Pc7BkulugrdhIliylTgGnTPCvTfvkl8PrrnvnQLBbPohlXXMEkGhHF1IGmJjQ5HDBqEzd5VJThmQursg/DGB0dHdjWucDAyPy8hE+YZJtMSDXoIQsRVg8styzjk6oquGUZeempGJydFb1K9rNMkwkmnU7pOdSdA42N+LgziVacYcaCIUMGRK+8RKPVaLBgyBAckF34rLkRHx09ClmInp/YTyotFrz21VfYUVsLtyzjgNuJEzqB0qxMHNW4scvZig02CzacPIl/79+PKg5RpTgWXylqIq8zzgAOHvTMlTZ8uGdi8XB1zo/GRBpRApk2DZg61bOaZ1UVkJEBjB4NxMGKeESU3DpkGVtqalDhsOO2YSNxtJ9Xp4yUvLQ0aDQSrE4nGtrakNuL6S8219TA5XYjw2TEoBgvMBApBeZ0VDQ0YaTVimEhLtS0uaZGmVD/rLIhCTlZfTCSJKHMbMbBpiZUWa0oCTIv6e66OmzoHOJbmpWJ8cWF7EkUQyadDmeUDsKmI1U42dKC/544gXNiPB2Go6MDn584gcMWCyocdqQZ9PjhsFEo7rKqrVuWcbLZCpPNgfXNjbA4nSgzm3FuaSnS2A6kOJOYLQAa+HQ6zxBPlwvYtKl3x2AijSgxaTRAWRlw1lnAxIlMohFRXNjb0IANNgtS9DqMT+C2hU6rQX7nkM7e9EpraGvDV52rLI8tKhgwyaPCzhVNq6zWkHrxnLDZsLOuDhUOOyYUFw3IucAGZ2SgwmEP2ktv+6lTShJtSE42JpQUDZj7IZH5ruS5r6EBO2prY1aXSosF/9q/H2/WnMBOpx3D83IwZ9gQ1VVttRoNyrKzcN2YMRiWlwONJOGYzYbXDxzAoaamGNSeKDgm0ih+DRsGDBoE7N/vmTMtXA0NnoRcHCw/TkRERImrvXNeHwAYnp+X8MPWCjM8SaPeJNK+OHkSO9paMCwrC9mdq10OBFkpKTDotHCGMJTR0dGBtceOAQDKsjNRYB6Yq0iXpqdDkjzzwNm6LAS0paYGmzsXBhuRn4sxRQWxqCIFkW9Ox5jOlTy/rK7G3vr6fn391vZ2fHT0KNYcPYpNLc0wm4yYNaQcIwvye/z7adBqMaogH1eNGoUjkhub7VZ8UlWFihgmBIm6SuxWAA18557rSYZ9+inQ3h7ecxsaPPMp8ZsxIiIi6oM9DQ1wdHQg1aBHSWZGrKvTZ/np6djlbEWTwxHW6n6VFgtOtrRAo5Ews7g4ijXsf5IkIb9zpcqeVu/87PhxtLa3I8toxJjCgZtAMup0yOoc+nvMJyZbamqUOfJmlZRgRH5erKpI3RiSm4Ph+bmocNjx+YkTONDZkzSahBDYW1+Pf+3fj8MWi9ILbdaQwchMCW+qniyTCTOHDMaQ3GxUOOzYVF2NzZ2LvRDFGhNpFN/MZmDWLM9qfhs3hv681lagrY3DOomIiKhPXG43KmprUeGwY0R+7oCY/0mv1SI3zdOb7HCIvdLcsoyNnatTDs3NgXkADrsvMKejwmHHkW5isre+HpXNzdjlbMV5gwcnfO/EnniTi1Wdwzu9STQAGFOYj0n5+TGrG/VsZH4eynOyUOGwY/3x46i0WKL2WvWtrVh16BA+P3ECm+1W5KWkYHaIvdCC0UgSxhQWYFRBHiocdmyvrcWGEycg4mgRBUpOA/Iv/6effopLL70UJSUlkCQJq1atUva1t7fjZz/7GSZOnIi0tDSUlJTgxhtvxMmTJ7s95gsvvABJkgJ+HGF8i0e9NHYsUFIC7NsHHD4c2nO837gwkUZERER9sLu+Hk63G+lGA4ozEr83mldhhhkVDju+DvGD9a76ethcLpj0OgzLTcwVS3viXYjB5nKhsa0tYH99a6syJ9jIgjzkDaChrcHkdy4ycLKlBV9WVys90WaXlGDIAL0PBpoxhQUozcqEEAIfV1VFPJlWa7fjo6NH8eahQ6hrbcXe9jaMKyrAlSNHIiPMXmjBDMvLxbjiQgCev8kbevjsThRtAzKRZrfbMXnyZPzxj38M2Nfa2opt27bhf//3f7Ft2za88cYbOHDgAC677LIej5uRkYHq6mq/H1NvVpOk8EgScN55QEoKsH49EMo3p955AJhIIyIiol5yud3KhPLD83IH1ETqheZ0aCQJTQ6HatLIV2t7u5JAGVWQ+HPEBaPVaJCbmurpldZleKezowNrjh6FLAQKzekYmiRJJLPJiDS9Hh2yjB2dPTNHF+ZjInuiJQxJkjC+uBAjsrOxva0FH1VVYUdtbZ96dQkhcLS5GasPHcKqQ4dw2GLBjrYW1Bo0OHvYUAzOyY7438vB2VmYV1aGCocde+rrsb2zZyRRLAy85WUALFy4EAsXLlTdl5mZiTVr1vhte/LJJzFjxgxUVVVh8ODBQY8rSRKKiooiWlcKUWqqJ5n2zjvAmjXAFVd45k4Lhj3SiIiIqFOHLAMAdGEmgHbW1cHV2RutKMMcjarFjF6r9Qzbaxc4ZLFgRudcWGq+rK7G1lYbslJMA6pXnprCDDPqWuyobG7GGYWFyvb1x4/jc2sTUgx6zCkpj2EN+9/gjAzsa2hQkmjJkkQcSCRJwvyyMmxqs2GHpRmiuhonbDbMHzwYqXp9yMdpbW/HgaYm7GtoUBag2OVsRXGmGWeVDIHZZIzWKQAARuXkYGxRAWCxY3NNDVJ0Oozh5z2KgQGZSAtXc3MzJElCVlZWt+VaWlpQXl4Ot9uNKVOm4Ne//jWmTp3aP5Ukzwqe06cDW7Z4Fh8477zgZevrgYwMQK8HOhvPRERElHwqLRZ8VFUFrSThihEjkNNNwsiXy+3G7vp6VDjsmFJaMqB6o3kVZ2ZA1Dfja4sFM4IsHlDX2ooDTU0AgDFFBQMyDr4K0tMgSUBDWxusTicyjEbsrKvDkeZmaCQJUweVQK/Vxrqa/Wpcbi7erq/B2KIClOdkx7o61EuSJGFCSRGyUlOwu+YUKurtqG1txfCsLIzJyUFBWprq8ywOB060tOCYzYbjNhtkIVDhsEOv1eBbg8qRbZRgCiMZ11flOdkoNKThxapKSCdOIEWnQ3lmZr+9PhHARBocDgfuvfdeXH/99cjo5hu2MWPG4IUXXsDEiRNhtVrxxBNP4KyzzkJFRQVGjhyp+hyn0wmn06k8tnZ2EZdlGXIUkjuyLEMIEZVjx43Jk4FTp4ADBzy91GbMCCzT0QE0NQFDhgCdsR7wcekFxkUd4xKIMVHHuKhjXNR1jQvj0z+EEPiypgY72loAAINra/GN8tB6E+2pr1d6oxWa06NZzZjJT09DU6MNNpcLp+x2FKp8kPbORVSSmaGs4DiQGXQ65KSmAm6gsrkZhWlp2NS5yMK44sKIzfmUSHJTUnD28KGxrgZFSGlWJrJSTNh5ohpbWm1ol2V81dgIg1aLNL1eGcpb39gIXX09HG638twKhx1ZqSZMLClCUYYZMzPzUWtr6PdzmFFcjI+tjdhhaYamqgqXDBuGoiCJQKJoSOpEWnt7O6677jrIsoynnnqq27KzZs3CrFmzlMdnnXUWzjjjDDz55JP4wx/+oPqcFStWYPny5QHb6+rqorJIgSzLaG5uhhACmgE6dwUAYOJEGE+dguazz9DucKBjzBi/3VJ9PUxWK9olCR21tckTlzAxLuoYl0CMiTrGRR3joq5rXGydK+BRdB1ubkazz5eahy0WWAoLkdXDHLcdsoxdnb3RJg0qHrC9sLQaDcozM3GoqQlfWywBibRDTU04Zbdjt6sV55QlTyKlMMMMNLXgQFMTdtXXY0dbC4ozzRicnRXrqhFFRLrRiDnDhqCptRXHLc0ocglstvvMCygEYLcDcjumpppRpZGRm5aKs0ryoz58M1Tjigvh7OjAthYbdJWVuGzECGRz/nLqJ0mbSGtvb8c111yDyspKfPLJJ932RlOj0Whw5pln4uDBg0HL3HfffbjrrruUx1arFWVlZcjPzw/79UIhyzIkSUJ+fv7A//ByzTXA6tXAV18BRUXAqFGn9zU2AmYzMHIkUFCQXHEJA+OijnEJxJioY1zUMS7qusaFixVFnxBCmYx6ZH4urA4n0C6wo7YW87qZExcA9jU0wNHRgVSDfsDNjdbViKwsrKw+jhSLDrNKSqDpTBp2yLLSE2tkQV6/Dt2KtcL0dDQ2taCp84vvdKMB4zlPMg1A2ampyE5NxcK0bKQ01sDR3gFnRwckAehsVuhycvDtwlK8Z2+KdVUDaCQJU0pLsPnoMXxpt0J3+DAuHzEC6QZDrKsWFpfbjeqWFpxoacHJlhY43W64OxeCyEtJQanZjNL09JCnJaD+kZSJNG8S7eDBg1i7di1yezFBoRACO3bswMSJE4OWMRqNMBoDM/YajSZqHy4kSYrq8eNGaiqwaJEnmfbpp57hnBMmePY1NQEaDZCf7/mNJIpLmBgXdYxLIMZEHeOijnFR5xsXxib6jlqtaHQ4YNBqkZeTDbvLhY2VVZAsEqYVFcEc5MOWW5ZRUVcHABiWm6MklgaqUrMZBp0WbR0dONnSglKzJ3FYUVsLe3s7UvQ6DEmyebGMeh2K0tJQY7dDp9FgSnEJdFq+Z2ng0mk0SDcakd752VXIAnB3AKmpYS/S0p+0Gg3OKBuEL48eg729He8ePozLRoyAqbtF6eKEs6MDO+vqsLu+Hu2d0z1UOOwAgMmmNM+/W5oxubMH++CMDMwsLmavuzgR/3dYL7S0tODQoUPK48rKSuzYsQM5OTkoKSnBVVddhW3btuHtt9+G2+1GTU0NACAnJweGzkbVjTfeiEGDBmHFihUAgOXLl2PWrFkYOXIkrFYr/vCHP2DHjh3405/+1P8nSB7p6cBllwHvvgts2AA4ncC0aUBDA2A0evYTERFRUtp26hQqHHYsHjwUNVotslJSkJuWih32FoytrcXZpaWqzzvQ1ITW9nbPXEGZA3uFSsDTq6PIbEZFkwUjmppQajajxeXCjs5k4ujCAmjj+IN0tEzOz8d6ayN+WD4Ke7Tunp9ARDFh0OkwbXApOk41weJ04t3Dh7Fo+HAY4nRREO+XNRW1tWiXZVQ47Eg16JGXloYpeSVI0etxsTkHabZGNLa24qS9FfV2O2AFjtlsGJ2djelFRWGttkqRNyATaVu2bMH8+fOVx97hlTfddBOWLVuG1atXAwCmTJni97y1a9di3rx5AICqqiq/b4stFgu+//3vo6amBpmZmZg6dSo+/fRTzFCb7J76j28ybetWwGbzJNLy82NdMyIiIoqRY1Yr6tvaoNVImJifj5q2ZgDAsLxcNNhbsb+pCWcUFgZ8EJGF8HzAcdjxg5KRqEySBNKgrExUNVlQ2dwMl9uNTdXVcMsyitPTgQE+tDWY8sxMzBs5HMPMWdgTg8nUiSh0KXo9zhk6FMv3VGBsG/DhkSNYOHRo3H0JUGO349Njx2DpnLuzEh2YWlaCQrP/39mclBRkdJiQkWLCkNwctDidOFhXj1PWFgghcLi5GeeUlmJ4VlYMzoKAAZpImzdvHkTnuGI13e3zWrdund/jxx9/HI8//nhfq0bRYDJ5hnl+8olnNU8A6MVwXSIiIhoYttXWosJhx5DcbL8hPrlpqchKNcEty9hZV4dZJSV+z/vaYoHV6YRBp8WY3FxUxuG8QNGQmWJCutEAtyxjw4kT+NpiQYXDjm+OHIkv3G2xrh4RUY+yTCZMLyuF61QjTra04IMjR7BgyJC4GJrqcrvxZXU19jY0oMJhh1Gnxe3DRmGv1h3SYjbpRiOmlg5CU2sr0pvb8HFTPVxHj+K4zYZzSksH/BQE8Sj2dxVRJBgMwIUXAt5ehpwQloiIKCkd7FxpUqORMDQnJ2D/8NxcVDjs2F1fr0wmDwDtbrcyHHRITnZcfPjqT4OyMgF4hrZWOOwozcpEXmpqjGtFRBS6jBQTLho6FLtdrThus2H1oUM40rlidn9zud2otFjw6bFjeGXfPiWJVpqVibOHD8WI7OywV4TOTk3FFSNHYnh+LnY67djf2Ig3DhzAkebmKJ0FBTMge6RRkpIkYMYMYPJkzxxpRERElFSO22xYf+yYZ6XJ/FwY9YFN3XxzOvLT07C9pQWmw4dx6fDhSNfr8eGRI2h2OmHUaVGWndX/lY+x0qxMfNbQiLE6E7QaCSML8mJdJSKisBWnp2P64DJsO3Yc7Q476tvakGk0YmJeHkbl5ET1S5LGtjYcs9lwzGZDjd3umS6gcwGBNIMeZ5aXITetb19QaCQJI/PzkGUyYefJarQ77Gh0OJBjMmFqYSGGZWaGnaCj8DGRRgMPk2hERERhe+qpp/Doo4+iuroa48ePx+9//3ucc845sa5WyE62tODDI0ewva0FhRnpGJoXfJqHCSVF2FJ1HK3t7Xjr66+Rl5KCEy0t2O1qxYzywdDH6STV0aTXajFlUAmOWSyYPagcxgRY9Y6ISE12agrOHjYUR5uasLfJgnEAPj9xAltOncK43FyMy82NyGT9LrcbJ1taUGW14pjNBnt7O4DTq2+em5mD8lQ98tPTkZOWGtEhmPnmdJw7YhgqGxqxp9GCjs6E2hajEdMKCzE8K4sJtSji/yGJiIiIktxrr72GpUuX4qmnnsJZZ52FP//5z1i4cCH27t2LwYMHx7p6PTplt+P9ykp0yDLy09MweVBJtx9YjDodzhxcClFrwVpLAya3t2OXsxVnlA1CZoqpH2seX3LSUpHTx94SRETxwKjXYVRBPobl5mJkO/DC8SMY1eFZ0XlHbS3KMzIwKjsbZRkZISe4OmQZdW1tqK6rw4mWloBeZ1qNhJzUVIwrKkBeehquzS3GW1FcrESv1WJUQT6G5uagqrEJxtZ2fNrciGanExV1dZhRVISyjIG/+nQsMJFGRERElOQee+wx3HLLLbj11lsBAL///e/xwQcf4Omnn8aKFStiWjdnRwfs7e1ocbn8VlT3anI48HFVFba22pCbloozSgeF9KHIoNPhguHDsXVPC3Y5WzGhpAh56WnROAUiIooRnVaDCVm5ONcoYaKsw1+PHYal1QFZCFQ2N8Oo1aIsIwMlaWlINxiQqtNBq9Gg3e1GW0cHmp1O1Le1oa6tDY1tbbDabDCbzdjlbAVwutdZXnoaclJTY7JSqF6rxfD8PFyUmoWmqq+xt6ER7Q47GtraPENdCwthNhj846LR+C3GQ+Fh5PqRd5JDq9UalePLsgybzQaTyaTa0ExWjIs6xkUd4xKIMVHHuKhjXNR1jYu3LRCLCZC7crlc2Lp1K+69916/7QsWLMCGDRtUn+N0OuF0OpXHzZ0THVssFsiyHNH6fXHiBLZUVSEtPb3bYSqpGoHRZjMc1ha/7Ra3FnabetvL4dZiUnY2XLIbRgHYLdaQnhfKPrUykdwnZAFYbbBYLLDb1Z8XqXOJp309xqfZClhtgEYHSSNF5XrEOga92tclLl2fF+37NZR9UY+Byj4hC1idHbA7/eMSzjEHYuy8f1+g0cEidPH5Xg9zX6vNhmxzNiZmZcOW4kSN1YpqawtG6gz4/NRJjDN23xt3r7MVQgAGpwOZOgnlaWnIS0/FhTmFeN/WBHTIYf3/Jxr77G4tinR65OTl4mhjE7Y21GKMzYZD1dUBZYdmZmJeWVl3pxwyWZZhtVphMBjQ0uKJQTy0b6KJibR+ZLPZAABlEbphiYiIKLHZbDZkZmbGtA719fVwu90oLCz0215YWIiamhrV56xYsQLLly8P2F5eXh6VOhIREcWjW2JdgTgVD+2baGIirR+VlJTg2LFjMJvNUZn4z2q1oqysDMeOHUMGx0IrGBd1jIs6xiUQY6KOcVHHuKjrGhchBGw2G0pKSmJdNUXXtokQImh75b777sNdd92lPJZlGY2NjcjNzY14G4f3lDrGRR3joo5xUce4qGNc1DEu6nzjYjab4659Ew1MpPUjjUaD0tLSqL9ORkYG39gqGBd1jIs6xiUQY6KOcVHHuKjzjUu8fFObl5cHrVYb0PustrY2oJeal9FohLHLKtlZWVnRqiIA3lPBMC7qGBd1jIs6xkUd46KOcVHnjUu8tG+iiZOXEBERESUxg8GAadOmYc2aNX7b16xZgzlz5sSoVkRERETxiT3SiIiIiJLcXXfdhRtuuAHTp0/H7Nmz8Ze//AVVVVVYsmRJrKtGREREFFeYSBtAjEYj7r///oChFsmOcVHHuKhjXAIxJuoYF3WMi7p4j8u1116LhoYG/OpXv0J1dTUmTJiAd999Ny4WD4j32MUK46KOcVHHuKhjXNQxLuoYF3XJGBdJDPR1SYmIiIiIiIiIiCKAc6QRERERERERERGFgIk0IiIiIiIiIiKiEDCRRkREREREREREFAIm0oiIiIiIiIiIiELARNoA8dRTT2Ho0KEwmUyYNm0aPvvss1hXKao+/fRTXHrppSgpKYEkSVi1apXffiEEli1bhpKSEqSkpGDevHnYs2ePXxmn04kf/ehHyMvLQ1paGi677DIcP368H88islasWIEzzzwTZrMZBQUFuOKKK7B//36/MskYl6effhqTJk1CRkYGMjIyMHv2bLz33nvK/mSMiZoVK1ZAkiQsXbpU2ZaMsVm2bBkkSfL7KSoqUvYnY0y8Tpw4ge985zvIzc1FamoqpkyZgq1btyr7kzE2Q4YMCbhfJEnCD3/4QwDJGZNoYBtnld/+ZLyv2MZRxzZOaNjG8WAbJzi2cQKxjdMDQQnv1VdfFXq9Xjz77LNi79694s477xRpaWni6NGjsa5a1Lz77rviF7/4hVi5cqUAIN58802//Q899JAwm81i5cqVYteuXeLaa68VxcXFwmq1KmWWLFkiBg0aJNasWSO2bdsm5s+fLyZPniw6Ojr6+Wwi48ILLxTPP/+82L17t9ixY4e45JJLxODBg0VLS4tSJhnjsnr1avHOO++I/fv3i/3794uf//znQq/Xi927dwshkjMmXX355ZdiyJAhYtKkSeLOO+9UtidjbO6//34xfvx4UV1drfzU1tYq+5MxJkII0djYKMrLy8XixYvFpk2bRGVlpfjoo4/EoUOHlDLJGJva2lq/e2XNmjUCgFi7dq0QIjljEmls47CNIwTbOMGwjdMztnFOYxtHHds46tjG6R4TaQPAjBkzxJIlS/y2jRkzRtx7770xqlH/6trIlGVZFBUViYceekjZ5nA4RGZmpnjmmWeEEEJYLBah1+vFq6++qpQ5ceKE0Gg04v333++3ukdTbW2tACDWr18vhGBcfGVnZ4u//vWvjIkQwmaziZEjR4o1a9aIuXPnKo3MZI3N/fffLyZPnqy6L1ljIoQQP/vZz8TZZ58ddH8yx8bXnXfeKYYPHy5kWWZMIoRtHLZx1LCNExzbOKexjeOPbRx1bOOEhm0cfxzameBcLhe2bt2KBQsW+G1fsGABNmzYEKNaxVZlZSVqamr8YmI0GjF37lwlJlu3bkV7e7tfmZKSEkyYMGHAxK25uRkAkJOTA4BxAQC3241XX30Vdrsds2fPZkwA/PCHP8Qll1yCb3zjG37bkzk2Bw8eRElJCYYOHYrrrrsOhw8fBpDcMVm9ejWmT5+Oq6++GgUFBZg6dSqeffZZZX8yx8bL5XLh5Zdfxs033wxJkhiTCGAbJxDvKw+2cQKxjROIbZxAbOMEYhunZ2zjBGIiLcHV19fD7XajsLDQb3thYSFqampiVKvY8p53dzGpqamBwWBAdnZ20DKJTAiBu+66C2effTYmTJgAILnjsmvXLqSnp8NoNGLJkiV48803MW7cuKSOCQC8+uqr2Lp1K1asWBGwL1ljM3PmTLz00kv44IMP8Oyzz6KmpgZz5sxBQ0ND0sYEAA4fPoynn34aI0eOxAcffIAlS5bgxz/+MV566SUAyXu/+Fq1ahUsFgsWL14MgDGJBLZxAvG+YhunK7Zx1LGNE4htHHVs4/SMbZxAulhXgCJDkiS/x0KIgG3JpjcxGShxu+OOO7Bz5058/vnnAfuSMS6jR4/Gjh07YLFYsHLlStx0001Yv369sj8ZY3Ls2DHceeed+PDDD2EymYKWS7bYLFy4UPn3xIkTMXv2bAwfPhwvvvgiZs2aBSD5YgIAsixj+vTpePDBBwEAU6dOxZ49e/D000/jxhtvVMolY2y8nnvuOSxcuBAlJSV+25M5JpHCNk6gZL6v2MbxxzZOILZx1LGNo45tnJ6xjROIPdISXF5eHrRabUBWt7a2NiBDnCy8q890F5OioiK4XC40NTUFLZOofvSjH2H16tVYu3YtSktLle3JHBeDwYARI0Zg+vTpWLFiBSZPnownnngiqWOydetW1NbWYtq0adDpdNDpdFi/fj3+8Ic/QKfTKeeWjLHxlZaWhokTJ+LgwYNJfb8UFxdj3LhxftvGjh2LqqoqAMn99wUAjh49io8++gi33nqrsi3ZYxIJbOMESvb7im2cQGzjBGIbJzRs43iwjdM9tnHUMZGW4AwGA6ZNm4Y1a9b4bV+zZg3mzJkTo1rF1tChQ1FUVOQXE5fLhfXr1ysxmTZtGvR6vV+Z6upq7N69O2HjJoTAHXfcgTfeeAOffPIJhg4d6rc/WeOiRggBp9OZ1DE5//zzsWvXLuzYsUP5mT59Or797W9jx44dGDZsWNLGxpfT6cS+fftQXFyc1PfLWWedhf379/ttO3DgAMrLywHw78vzzz+PgoICXHLJJcq2ZI9JJLCNEyhZ7yu2cULHNg7bOKFiG8eDbZzusY0TRHTXMqD+4F0a/rnnnhN79+4VS5cuFWlpaeLIkSOxrlrU2Gw2sX37drF9+3YBQDz22GNi+/bt4ujRo0IIz3K8mZmZ4o033hC7du0S3/rWt1SX4y0tLRUfffSR2LZtmzjvvPMSejneH/zgByIzM1OsW7fOb6ni1tZWpUwyxuW+++4Tn376qaisrBQ7d+4UP//5z4VGoxEffvihECI5YxKM74pWQiRnbO6++26xbt06cfjwYbFx40axaNEiYTablb+nyRgTIYT48ssvhU6nE7/5zW/EwYMHxT/+8Q+RmpoqXn75ZaVMssbG7XaLwYMHi5/97GcB+5I1JpHENg7bOEKwjRMM2zihYxuHbZxg2MYJjm2c4JhIGyD+9Kc/ifLycmEwGMQZZ5yhLAc+UK1du1YACPi56aabhBCeZYrvv/9+UVRUJIxGozj33HPFrl27/I7R1tYm7rjjDpGTkyNSUlLEokWLRFVVVQzOJjLU4gFAPP/880qZZIzLzTffrLw38vPzxfnnn680MIVIzpgE07WRmYyxufbaa0VxcbHQ6/WipKREfPOb3xR79uxR9idjTLzeeustMWHCBGE0GsWYMWPEX/7yF7/9yRqbDz74QAAQ+/fvD9iXrDGJNLZx2MZhG0cd2zihYxuHbZzusI2jjm2c4CQhhOiv3m9ERERERERERESJinOkERERERERERERhYCJNCIiIiIiIiIiohAwkUZERERERERERBQCJtKIiIiIiIiIiIhCwEQaERERERERERFRCJhIIyIiIiIiIiIiCgETaURERERERERERCFgIo2IKIHs2rULkiShoaEBAPDWW28hIyMDQogY14yIiIiod9i+IaJEwkQaESWVc889FzfffHPI5a+44gosXbo0ehUK044dO1BaWorc3Fzl8eTJkyFJUoxrRkRERLHC9g0RUf9hIo2IkoYQAjt27MAZZ5wR8nM2b96MGTNm9Pl1Ozo6+nQMrx07dmDKlClBHxMREVFyYfuGiKh/MZFGREnj4MGDsNlsmDZtGhwOB/R6PV5++WVceeWVSE9Px+DBg/HWW28BAI4cOQJJknDy5El8+9vfhiRJuPbaawEAHR0deOyxxzB8+HCkpKTgjDPOwGeffaa8zrp166DX6/HOO+9g2rRpMBgM+M1vfgOdTgeHw+FXpx/+8Ic477zzlMd33HEHRo8ejZSUFAwaNAj333+/X/meGpqNjY24/fbbUVBQgIyMDFxyySU4duyYsr+yshLXXnstioqKkJKSgtGjR+O1117rc2yJiIgoNti+YfuGiPoXE2lElDS2bt0KrVaLyZMnY8+ePejo6MDjjz+OW265BTt37sS8efPw4x//GAAwaNAg/Pvf/4bRaMSJEydQXV2Nv/71rxBC4Oqrr8bq1avx/PPPY8+ePbj44otxxRVXwGq1AvA0/rRaLR555BH84Q9/wM6dO7F48WK43W7s379fqc/hw4fx17/+FQ8//DAATyOxuLgYL7/8Mr766iv87ne/wyOPPIL33ntPeU5FRYXSsLTZbKisrFQe19fX48wzz4QQAh9//DE2btwISZLw3e9+F4Dnm+OLLroIOTk5+Pjjj7Fr1y48+OCDGDx4cLRDT0RERFHC9g3bN0TUzwQRUZK45557xPjx44UQQjz33HNCq9WKffv2KfvffvttkZaWpjx+/PHHxbRp0/yO8fe//12MHDlSOBwOv+3p6eli/fr1QgghFi9eLEpKSoTFYvErk5mZKf75z38qj7/1rW+Ja665pts6z549Wzz22GNCCCGqqqoEAHHo0CEhhBCffvqp0Ol0Sl1uueUWceONN/o9f8uWLUKv14uOjg7x9ddfCwBi79693b4mERERJQ62b9i+IaL+pYttGo+IqP9s3bpVmT+koqICc+bMwZgxY5T9hw8fxogRI5TH27dvx+TJk/2O8dxzz6GyslKZDNfLbrdDp/P8Sd2xYwduuukmZGZm+pUZP3489uzZo7z+G2+8gd27dyv79+zZg0ceeQSbNm1CdXU13G432tra8JOf/EQ5rtlsxrBhw5THY8aMgdFoRFtbG/75z39ClmWsXLlSOaYsy5AkCRqNBqWlpZg2bRrmzJmDq666CldddRUWLFjAiXyJiIgSGNs3bN8QUf9iIo2Iksb27dtx2WWXAfA09GbPnh2wv+v8HLfccotfmYqKCjzzzDOYO3duwPHLy8vR0dGBvXv3KsMZfE2cOBF79+4FANx777249dZblYbt/v37MWPGDCxevBjPPPMMCgsLUVNTg/POO0+pU9cVrHznDzl48CDa2tqwa9cumEwmv9fV6XSQJAkGgwEbN27E2rVrsWrVKlx11VX4xje+gTfffDPECBIREVG8YfuG7Rsi6l9MpBFRUjh8+DAsFgumTZsGANi5cyeWLFniV2b79u246aabAHgm3N23bx8mTZrkV0av10OWZb9vdn3t3LkTLpcLU6dODdg3YcIE/PGPf8T69evx+eef48UXX1T2vfbaaxg9ejT+9Kc/Kdv+9re/IT09XXkttYl4r7/+eqVeAGA0GoPWDfA0Oi+44AJccMEFmDFjBu65556gZYmIiCi+sX3jwfYNEfUnLjZARElh69atkCQJU6ZMQVVVFZqamvyWiW9vb8fevXuVhpwQAkIIbNu2DTU1NWhpaQEAXHzxxVi+fDneeustHDlyBJs2bcJvfvMbbNy4EYDnG91BgwYhPz8/oA4TJ07EoUOHcM899+Cee+5BQUGBsi8nJweHDx/Gp59+iq+++gq//OUv8Ze//CXoN7QdHR3Ys2eP8njkyJEYMWIEbr75ZmzatAmVlZVYu3Yt7rjjDrS2tqK1tRXf+9738NFHH+HIkSP4/PPP8cc//hH/8z//E+lQExERUT9h+4btGyLqf0ykEVFS2LZtG0aOHAmz2YyKigqYzWaMHDlS2b9nzx64XC6l4abX67FixQqsWLECxcXFeP755wEATzzxBC677DL84Ac/wJgxY3Dttddi//79yrekvqtOdTVx4kS43W5UVVXh7rvv9tt3yy234Pzzz8fChQuxYMECpKam+g176LqC1VdffQWn06k81ul0ePvtt5GVlYWLL74YEyZMwB133AGz2YzU1FTYbDacOnUK3/nOdzB69GjceOONuPDCC/HEE09EJsBERETU79i+YfuGiPqfJIQQsa4EERERERERERFRvGOPNIpbL7zwAiRJUn50Oh1KS0vx3e9+FydOnOjVMSVJwrJlyyJb0QFm2bJlEV3lyHsdjxw5ErFj0sA3b948zJs3L9bViHtDhgzB4sWLQyprsViQl5eHV199FQDw29/+FpIkYdOmTX7lZFlGTk4OJEnC/v37/fa5XC6kpqbim9/8JgCgqakJWVlZWLVqVZ/PhWigY7smNtiuoXjAdk3/OP/885U5Ards2QJJklQXyLj88sshSRL+/Oc/qx4jNzcX3v5G5557LpYuXRrVelPiYSKN4t7zzz+PL774AmvWrMH3vvc9vPLKKzjnnHNgt9vDPtYXX3yBW2+9NQq1JCKKb8uXL0dJSQmuvfZaAMD8+fMBAGvXrvUrV1FRgaamJqSlpQXs27RpE9ra2pTnZmdn4yc/+Qn+3//7f3C5XP1wFkSJj+0aIqLI+89//oP//ve/+N///V8AwBlnnIHMzMyAtowsy/jss89U2zkulwtffPEF5s2bpyTgf/3rX+Opp54K+HKRkhsTaRT3JkyYgFmzZmH+/Pm4//778dOf/hSVlZW96gExa9YslJaWRr6SRJT03G43nE5nrKuhqrGxEX/+85/xwx/+UGkYTp06FVlZWVi3bp1f2XXr1qGkpASXXXZZQAPTW9abSAOAJUuW4MiRI/j3v/8d1XMgGijYriGiaGhtbY11FQK0tbX122s9+OCDuPLKKzFo0CAAgEajwbnnnov//ve/6OjoUMp5vzD8wQ9+ENAG6vqFIQDMnTsXo0ePxu9+97t+OQ9KDEykUcKZNWsWAODo0aMAgneVXrx4MYYMGeK3resQiNbWVtxzzz0YOnQoTCYTcnJyMH36dLzyyitKmcOHD+O6665DSUkJjEYjCgsLcf7552PHjh1Kmddeew0LFixAcXExUlJSMHbsWNx7770B3y4vXrwY6enpOHToEC6++GKkp6ejrKwMd999d8AHcKfTiV/96lcYO3YsTCYTcnNzMX/+fGzYsEEpI4TAU089hSlTpiAlJQXZ2dm46qqrcPjw4ZBi+c4772DKlCkwGo0YOnQofvvb36qW6+vrdLVmzRpcfvnlKC0thclkwogRI3Dbbbehvr6+x+euW7cOkiTh5Zdfxl133YWioiKkpKRg7ty52L59e0D51atXY/bs2UhNTYXZbMYFF1yAL774wq+Md9jHzp07cfXVVyMzMxM5OTm466670NHRgf379+Oiiy6C2WzGkCFD8Mgjj/SpTlu2bMFll12GnJwcmEwmTJ06Ff/6179Cip3L5cIDDzyAMWPGwGg0Ij8/H9/97ndRV1fnV27IkCFYtGgR3n//fZxxxhlISUnBmDFj8Le//a3H1zhy5AgkScKjjz6Khx9+GEOGDEFKSgrmzZuHAwcOoL29Hffeey9KSkqQmZmJK6+8ErW1tX7HkGUZjzzyiFLPgoIC3HjjjTh+/LhfOSEEHnnkEZSXl8NkMuGMM87Ae++9p1ovq9WqvF8NBgMGDRqEpUuXhtSLY968eZgwYQI2b96Mc845B6mpqRg2bBgeeughyLLsV7aqqgrf+c53UFBQAKPRiLFjx+J3v/udXzlvjB555BE88MADGDp0KIxGI9auXdvn+8nhcODuu+/GlClTlOfOnj0b//nPf3o8z2BeeOEFdHR0KL3RgOANzHXr1mHevHmYO3euapItPz8f48ePV7YVFhbiggsuwDPPPNPr+hElM7Zr2K5hu4btmt62az799FPMmTMHqampuPnmm0M+7tSpU3HOOecEHNftdmPQoEHKFA5A+NfojTfewNSpU2EymbB8+XIAwOuvv46ZM2ciMzNTaYN56xuJeGzfvh1ffvklbrjhBr/t8+fPR0tLC7Zs2aJs835heOutt+LUqVPYu3ev3z7v83zdcMMN+Oc//wmbzdZjXShJCKI49fzzzwsAYvPmzX7bn3jiCQFA/OUvfxFCCDF37lwxd+7cgOffdNNNory83G8bAHH//fcrj2+77TaRmpoqHnvsMbF27Vrx9ttvi4ceekg8+eSTSpnRo0eLESNGiL///e9i/fr1YuXKleLuu+8Wa9euVcr8+te/Fo8//rh45513xLp168Qzzzwjhg4dKubPnx9QJ4PBIMaOHSt++9vfio8++kj83//9n5AkSSxfvlwp197eLubPny90Op245557xLvvvitWr14tfv7zn4tXXnlFKfe9731P6PV6cffdd4v3339f/POf/xRjxowRhYWFoqamptv4fvTRR0Kr1Yqzzz5bvPHGG+L1118XZ555phg8eLDo+qehL6/jvY6VlZXKtqefflqsWLFCrF69Wqxfv168+OKLYvLkyWL06NHC5XJ1e7y1a9cKAKKsrExcfvnl4q233hIvv/yyGDFihMjIyBBff/21UvYf//iHACAWLFggVq1aJV577TUxbdo0YTAYxGeffaaUu//++wUAMXr0aPHrX/9arFmzRvz0pz8VAMQdd9whxowZI/7whz+INWvWiO9+97sCgFi5cmWv6vTJJ58Ig8EgzjnnHPHaa6+J999/XyxevFgAEM8//3y35+52u8VFF10k0tLSxPLly8WaNWvEX//6VzFo0CAxbtw40draqpQtLy8XpaWlYty4ceKll14SH3zwgbj66qsFALF+/fpuX6eyslIAEOXl5eLSSy8Vb7/9tnj55ZdFYWGhGDVqlLjhhhvEzTffLN577z3xzDPPiPT0dHHppZf6HeP73/++Er/3339fPPPMMyI/P1+UlZWJurq6gNjfcsst4r333hN/+ctfxKBBg0RRUZHf+9put4spU6aIvLw88dhjj4mPPvpIPPHEEyIzM1Ocd955Qpblbs9p7ty5Ijc3V4wcOVI888wzYs2aNeL2228XAMSLL76olKutrRWDBg0S+fn54plnnhHvv/++uOOOOwQA8YMf/CAgRoMGDRLz588X//73v8WHH34oKisr+3w/WSwWsXjxYvH3v/9dfPLJJ+L9998X99xzj9BoNH519V7nm266qdtzF0KI8847T8yYMSNg++OPPy4AiA0bNgghPPdYVlaW+POf/yz27dsnAIg9e/YIIYRwOp0iJSVFXH311QHHefjhh4VGoxFNTU091oUoWbFdw3aNGrZr2K7pbbsmJydHlJWViSeffFKsXbtWrF+/PuTjev/uHDhwwO+47777rgAgVq9e3atrVFxcLIYNGyb+9re/ibVr14ovv/xSbNiwQUiSJK677jrx7rvvik8++UQ8//zz4oYbbohYPH71q18JrVYrbDab3/bt27cLAOLBBx9Utl166aXiW9/6lhBCiKKiIvGnP/1J2Td//nyRn58f8HqbNm3yiwsRE2kUt7wNlY0bN4r29nZhs9nE22+/LfLz84XZbFYaOn1pcE6YMEFcccUVQetQX18vAIjf//73IddblmXR3t4u1q9fLwCIiooKvzoBEP/617/8nnPxxReL0aNHK49feuklAUA8++yzQV/niy++EADE7373O7/tx44dEykpKeKnP/1pt/WcOXOmKCkpEW1tbco2q9UqcnJy/BqcfX0dtQanL2+8jh49KgCI//znP90ez9u4O+OMM/z+J3fkyBGh1+vFrbfeKoTw/I+/pKRETJw4UbjdbqWczWYTBQUFYs6cOco2b6On6zlOmTJFABBvvPGGsq29vV3k5+eLb37zm2HXSQghxowZI6ZOnSra29v9XmvRokWiuLjYr65dvfLKKwGNXSGE2Lx5swAgnnrqKWVbeXm5MJlM4ujRo8q2trY2kZOTI2677bagryHE6Qbn5MmT/erz+9//XgAQl112mV/5pUuXCgCiublZCCGUBMztt9/uV87bCPn5z38uhBCiqalJmEwmceWVV/qV++9//ysA+L2vV6xYITQaTcAH0H//+98CgHj33Xe7Pae5c+cKAGLTpk1+28eNGycuvPBC5fG9996rWu4HP/iBkCRJ7N+/3y9Gw4cPD/iQ1Nf7qauOjg7R3t4ubrnlFjF16lS/faEm0lJTU8WSJUsCtu/YscOvgbl161YBQHz11VdCCCEKCwvFH//4RyGEUP6m+d5nXmvWrBEAxHvvvddjXYiSFds1bNeoYbuG7Rpf4bZrPv74Y7/toR63vr5eGAwGpe5e11xzjSgsLFSuZ7jXSKvVKm0lr9/+9rcCgLBYLEHPp6/xWLhwoRgzZkzAdlmWRU5OjliwYIEQ4vQXhs8884xyvldddZUQ4vQXhtdcc03AcVwul5AkSfzsZz/rth6UPDi0k+LerFmzoNfrYTabsWjRIhQVFeG9995DYWFhn489Y8YMvPfee7j33nuxbt26gHH8OTk5GD58OB599FE89thj2L59e8AwMMAzTOL6669HUVERtFot9Ho95s6dCwDYt2+fX1lJknDppZf6bZs0aZIypAMA3nvvPZhMpoAuz77efvttSJKE73znO+jo6FB+ioqKMHny5IAhWb7sdjs2b96Mb37zmzCZTMp2s9kcULe+vE4wtbW1WLJkCcrKyqDT6aDX61FeXg4gMF7BXH/99X6rcJWXl2POnDnKnE779+/HyZMnccMNN0CjOf2nLj09Hf/zP/+DjRs3BswlsWjRIr/HY8eOhSRJWLhwobJNp9NhxIgRftcr1DodOnQIX331Fb797W8DgF88L774YlRXV3c7kenbb7+NrKwsXHrppX7PnTJlCoqKigKuxZQpUzB48GDlsclkwqhRo1Trrubiiy/2i93YsWMBAJdccolfOe/2qqoqAKcnr++6muSMGTMwduxYfPzxxwA8k2Q7HA4lHl5z5sxR7gffc58wYQKmTJnid+4XXnghJEkK6T4sKirCjBkz/LZ1fe998sknGDduXEC5xYsXQwiBTz75xG/7ZZddBr1er/p6fbmfXn/9dZx11llIT09X3iPPPfdcyO8PXxaLBa2trSgoKAjYN2nSJOTm5irxW7duHYqKijB69GgAnpWqvNcz2HAHAMqxe7vyIFEyYbtGHds1bNewXRNeuyY7OxvnnXder46bm5uLSy+9FC+++KLyN6CpqQn/+c9/cOONN0Kn0ynHC+caTZo0CaNGjfLbduaZZwIArrnmGvzrX/9SbSv0NR4nT55UbedIkoS5c+fiv//9L9rb27Fjxw5YLBZl+Lx3GgshBDZu3BgwP5qXXq9HVlYW2zmkYCKN4t5LL72EzZs3Y/v27Th58iR27tyJs846KyLH/sMf/oCf/exnWLVqFebPn4+cnBxcccUVOHjwIADPH9+PP/4YF154IR555BGcccYZyM/Px49//GNljHxLSwvOOeccbNq0CQ888ADWrVuHzZs344033gAQOMlmamqqXyMPAIxGIxwOh/K4rq4OJSUlfv+z7+rUqVMQQqCwsBB6vd7vZ+PGjd3Oy9HU1ARZllFUVBSwr+u2vryOGlmWsWDBArzxxhv46U9/io8//hhffvklNm7cCCD0SUmD1b2hoQEAlN/FxcUB5UpKSiDLMpqamvy25+Tk+D02GAyq18tgMPhdr1DrdOrUKQDAPffcExDL22+/HQC6jeepU6dgsVhgMBgCnl9TUxPw3Nzc3IBjGI3GkGOsFo/utntj0lPsu16jUO/DnTt3Bpy32WyGECKk+zCUeDQ0NAStt2+dvdTKevX2fnrjjTdwzTXXYNCgQXj55ZfxxRdfYPPmzbj55ptV77ueeM+v6+sCgQ3MtWvXKh+WAU8Dc/369RBCYO3atSgqKsKYMWMCjuM9dn9OKkyUqNiuUcd2Dds1bNeE165Rq084x7355ptx4sQJrFmzBgDwyiuvwOl0+iUMw71GanU699xzsWrVKnR0dODGG29EaWkpJkyY4Dd3Y1/j0dbWptrOATxfAHqT7WvXrkVhYaHyheHcuXNRX1+PPXv2KAlTtUQa4GnrsJ1DXrpYV4CoJ2PHjsX06dOD7jeZTGhubg7YHsr/gNLS0rB8+XIsX74cp06dUr7FvfTSS/HVV18B8Hz79txzzwEADhw4gH/9619YtmwZXC4XnnnmGXzyySc4efIk1q1b5/cB1GKxhHmmp+Xn5+Pzzz+HLMtBG515eXmQJAmfffYZjEZjwH61bV7Z2dmQJAk1NTUB+7pu68vrqNm9ezcqKirwwgsv4KabblK2Hzp0KKzjBKu7t5Hl/V1dXR1Q7uTJk9BoNMjOzg7rNftap7y8PADAfffd5zeJqy/v/9jV5OXlITc3F++//77qfrPZHG6Vo8I39l1Xkzt58qQSB2+5YHHznVQ7Ly8PKSkpQScV9h6zr3Jzc4PeM2qv4/tNfaS8/PLLGDp0KF577TW/4/d2RVBvnBsbG1X3z58/H2+88QY2bdqEzz77DCtWrFD2eRuYW7duxcaNG3HllVeqHsN77EhdB6KBjO0atmvUsF0TiO2a7qm1QcI57oUXXoiSkhI8//zzuPDCC/H8889j5syZGDdunF/5cK5RsHbR5ZdfjssvvxxOpxMbN27EihUrcP3112PIkCGYPXt2n+ORl5fXbTsH8PSs/+KLL/z+ro0bNw55eXlYu3Yt1q1bh+Li4qD3bFNTE9s5pGCPNEp4Q4YMwYEDB/w+ZDY0NPitAhWKwsJCLF68GN/61rewf/9+1SWkR40ahV/+8peYOHEitm3bBuD0/zC6Nrz+/Oc/h3sqioULF8LhcOCFF14IWmbRokUQQuDEiROYPn16wM/EiRODPjctLQ0zZszAG2+84fcNpM1mw1tvvRWx11ETqXi98sorEEIoj48ePYoNGzYoXbVHjx6NQYMG4Z///KdfObvdjpUrVyorXkVSKHUaOXIkKioqVGM5ffr0bhuNixYtQkNDA9xut+pzu2us9ifvMIOXX37Zb/vmzZuxb98+nH/++QA8w5tMJhP+8Y9/+JXbsGFDwDCNRYsW4euvv0Zubq7quXddya63zj//fOzdu1d5f3u99NJLkCQp6LeUkSRJEgwGg19jtKampterdhoMBgwbNgxff/216n7vOT3++ONobm72Wy1w/PjxyM3NxYoVK+BwOIKev3elO9/GNxH1Dts1bNcAbNewXTOkV3UN57harRY33HADVq1ahc8++wxbtmwJGH4d6WtkNBoxd+5cPPzwwwCgrALb13iMGTMm6Kq748ePR35+Pj755BN89tlnfu0cSZJw7rnn4v3338fGjRuDtnNOnjwJh8PBdg4p2CONEt4NN9yAP//5z/jOd76D733ve2hoaMAjjzyCjIyMHp87c+ZMLFq0CJMmTUJ2djb27duHv//970pjZOfOnbjjjjtw9dVXY+TIkTAYDPjkk0+wc+dO3HvvvQA88x5kZ2djyZIluP/++6HX6/GPf/wDFRUVvT6nb33rW3j++eexZMkS7N+/H/Pnz4csy9i0aRPGjh2L6667DmeddRa+//3v47vf/S62bNmCc889F2lpaaiursbnn3+OiRMn4gc/+EHQ1/j1r3+Niy66CBdccAHuvvtuuN1uPPzww0hLS/P7Rqevr9PVmDFjMHz4cNx7770QQiAnJwdvvfWW0q08VLW1tbjyyivxve99D83Nzbj//vthMplw3333AQA0Gg0eeeQRfPvb38aiRYtw2223wel04tFHH4XFYsFDDz0U1utFok6Ap2G9cOFCXHjhhVi8eDEGDRqExsZG7Nu3D9u2bcPrr78e9PjXXXcd/vGPf+Diiy/GnXfeiRkzZkCv1+P48eNYu3YtLr/88qA9hvrT6NGj8f3vfx9PPvkkNBoNFi5ciCNHjuB///d/UVZWhp/85CcAPD0I7rnnHjzwwAO49dZbcfXVV+PYsWNYtmxZwBCIpUuXYuXKlTj33HPxk5/8BJMmTYIsy6iqqsKHH36Iu+++GzNnzuxz3X/yk5/gpZdewiWXXIJf/epXKC8vxzvvvIOnnnoKP/jBDwLm/YgG79Lxt99+O6666iocO3YMv/71r1FcXKwMzwrXvHnz8N5776nuGz9+PAoKCvDmm28iPz9fmRsGON3AfPPNNwEEH+6wceNG5Obmhv0BlIgCsV3Ddg3bNWzX9LZdE+5xb775Zjz88MO4/vrrkZKSgmuvvdbveJG4Rv/3f/+H48eP4/zzz0dpaSksFgueeOIJv7kX+xqPefPm4W9/+xsOHDgQ0FaTJAnz5s3Dv//9bwgh/HqkAZ7e90uXLoUQott2DhC8HURJqN+WNSAKU7Bl4tW8+OKLYuzYscJkMolx48aJ1157LaTVre69914xffp0kZ2dLYxGoxg2bJj4yU9+Iurr64UQQpw6dUosXrxYjBkzRqSlpYn09HQxadIk8fjjj4uOjg7lOBs2bBCzZ88WqampIj8/X9x6661i27ZtAUt/33TTTSItLS2g/t7VlXy1tbWJ//u//xMjR44UBoNB5ObmivPOO09s2LDBr9zf/vY3MXPmTJGWliZSUlLE8OHDxY033ii2bNnSY9xWr14tJk2aJAwGgxg8eLB46KGHVOvSl9dRW91q79694oILLhBms1lkZ2eLq6++WlRVVQVcHzXelaT+/ve/ix//+MciPz9fGI1Gcc4556jWZdWqVWLmzJnCZDKJtLQ0cf7554v//ve/fmW85+y7fLkQwa/X3Llzxfjx43tdp4qKCnHNNdeIgoICodfrRVFRkTjvvPOUFYS6097eLn7729+KyZMnC5PJJNLT08WYMWPEbbfdJg4ePKiUKy8vF5dccolq3dVWg/PlXd3q0Ucf9dvuPc/XX3/db7vae9XtdouHH35YjBo1Suj1epGXlye+853viGPHjvk9V5ZlsWLFClFWViYMBoOYNGmSeOutt1Tr2dLSIn75y1+K0aNHC4PBIDIzM8XEiRPFT37yE2W1u2C6XjMvtb8TR48eFddff73Izc0Ver1ejB49Wjz66KN+K30Fi5EQfb+fhBDioYceEkOGDBFGo1GMHTtWPPvss6rvzVBX7fz4448FAPHll1+q7r/mmmsEAGXlKl/eVc0GDRqk+lxZlkV5ebn40Y9+1GM9iJIZ2zVs16hhu4btmki2a3pz3Dlz5ggA4tvf/rbq8fp6jd5++22xcOFCMWjQIGEwGERBQYG4+OKLxWeffRaxeDQ3N4v09HTxyCOPqO5/6qmnBACRn58fsM+7gjkAv/PxdcMNN4iJEyd2WwdKLpIQPv11iYji3Lp16zB//ny8/vrruOqqq2JdHQDxWSeiriZNmoSzzjoLTz/9dESP+/HHH2PBggXYs2eP6kIEREQUXDy2IeKxTkQ9+dGPfoSPP/4Ye/bsiegctlarFSUlJXj88cfxve99L2LHpcTGOdKIiIiSwCOPPIIXXngBx48fj+hxH3jgAdx8881MohEREVHM/PKXv8SJEyewcuXKiB738ccfx+DBg/Hd7343oselxMZEGhERURK46KKL8Oijj6KysjJix2xqasLcuXPxm9/8JmLHJCIiIgpXYWEh/vGPf6CtrS2ix83IyMALL7wAnY7Ty9NpHNpJREREREREREQUAvZIIyIiIiIiIiIiCgETaURERERERERERCFgIo2IiIiIiIiIiCgETKQRERERERERERGFYEAsPfHpp5/i0UcfxdatW1FdXY0333wTV1xxhbJfCIHly5fjL3/5C5qamjBz5kz86U9/wvjx45UyTqcT99xzD1555RW0tbXh/PPPx1NPPYXS0lKlTFNTE3784x9j9erVAIDLLrsMTz75JLKyskKqpyzLOHnyJMxmMyRJisi5ExERUeIRQsBms6GkpAQajfr3monSvgHYxiEiIqLQ2jcDghgA3n33XfGLX/xCrFy5UgAQb775pt/+hx56SJjNZrFy5Uqxa9cuce2114ri4mJhtVqVMkuWLBGDBg0Sa9asEdu2bRPz588XkydPFh0dHUqZiy66SEyYMEFs2LBBbNiwQUyYMEEsWrQo5HoeO3ZMAOAPf/jDH/7whz/8EQDEsWPHEr59wzYOf/jDH/7whz/88f3prn0zEEhCCIEBRJIkv29shRAoKSnB0qVL8bOf/QyA59vZwsJCPPzww7jtttvQ3NyM/Px8/P3vf8e1114LADh58iTKysrw7rvv4sILL8S+ffswbtw4bNy4ETNnzgQAbNy4EbNnz8ZXX32F0aNH91i35uZmZGVl4dixY8jIyIj4ucuyjLq6OuTn5/cp++uWZdXtGklKiG+ZhRCQfW7rrnGRJAmaEM8j0WMBqJ+DVqPp9f3S9XjhxDPWvHXv7vr1JS6JFItwRervy0DDuKhjXNT5xqWlpQVlZWWwWCzIzMzs8bnx3L4BotvG4f2kjnFRx7ioY1zUMS7qGBd1jIu6vrRvEtWAGNrZncrKStTU1GDBggXKNqPRiLlz52LDhg247bbbsHXrVrS3t/uVKSkpwYQJE7BhwwZceOGF+OKLL5CZmak0MgFg1qxZyMzMxIYNG1Qbmk6nE06nU3lss9kAAOnp6UhPT4/4ucqyjLa2NqSnp/fqjS0LgTcOHkSjw6G6P1Wnw1WjRsGki9/bpkOW8e8DB2B1uZRtQgi02GxIb21VEh3zy8ow3GfIyvpjx1Btt+ObI0fira+/RppeD1kIHG9pUX0do1aLy4YPR7bJFO1T6jUhBP7z9deobW0N2DcyKwtzS0vDvl+21NRgW22t3zadRoOLhgxBSRTu6Uj66OhRHG5uBgCk6fX4n5Ej8eHRo5AAXFBejpUHD2JYZiZmFhWFHZfPjh/HvsZGaCQJ80pLMSI7O4pnEht9/fsyUDEu6hgXdb5x8ertlzKxbN8A/dvG4f2kjnFRx7ioY1zUMS7qGBd1jIu6SLZvEkX8ZkQipKamBgBQWFjot72wsBBHjx5VyhgMBmR3+fBbWFioPL+mpgYFBQUBxy8oKFDKdLVixQosX748YHtdXR0cQZJVfSHLMpqbmyGE6NUb2+py4WhdHY642vy2DzGk4IirDUMMKThw/DiKUlMjVeWIa3Q6caKhwe8chADgdAIuB4YaPeeSD8BptaLSZsPknBxsqaoCAHzY0YEjnckWAMpxvDHwNdJgwIg4zrI73W58feqU6vXc09qKsQZD2PfLruPHsctmCdheptVCl5sbiWpHzd6TJ9Euy8q9XHH0KA52vne1DgdqLBbUNDZiqEYTdlz2nDgBe0cHjrjakAcgo709imcSG339+zJQMS7qGBd1vnGx2+19OlYs2zdA/7ZxeD+pY1zUMS7qGBd1jIs6xkUd46Iuku2bRDHgE2leXTOiQoges6Rdy6iV7+449913H+666y7lsdVqRVlZGfLz86M2tFOSpF53NdW2tcHc2AhDhwHnDB+qbL8kPRv/t7sCZkmH3NxcFJjNkax2RGna2mBuaoKxw4CzO89ByAJoagSyc1DukvH80cPIzMrC501N2OWww5yZCXPnOWVnZ8PsO3TRocG5I4bhisw8vNPSBADYcfwkGux2Tyxycvr9HEPl6OiAua4OcGhw3qgRkCQJdqcL9pp6GLVaFBQUhH2/mC0WQG7HlNIS5KalYf+pWhy3NCMnJ0f1g1g8Sa+tRYcsQ3JqYTamIis7G+bOP/Q52dkwu90A0Ku4pNfXQ9PRATg0yMrKivtY9EZf/74MVIyLOsZFnW9cWoL0eA5XLNo3QP+2cXg/qWNc1DEu6hgXdYyLOsZFHeOiLhrtm3g34BNpRUVFADzfuBYXFyvba2trlW9xi4qK4HK50NTU5PetbW1tLebMmaOUOXXqVMDx6+rqAr4N9jIajTAajQHbNRpN1N54kiT1+vgyPHNH6bQa6HVaZbtRr4ekkaCBBCmKdY8ETefQTUkjKecgZAFotYBOC4OsATrnx9JIEiBJsDidyrxWGo3Gf44ryXMco16vHE+jkU4fI55j4T2XznOQJAk6t0aZH0yZLy7caypJ0Ot00Ou00Gg1CREL4PS9odF4fovObQA897XPPRB2XHzuJ00CxKK3+vL3ZSBjXNQxLuoiFZdYtm+A/m/j8H5Sx7ioY1zUMS7qGBd1jIs6xkVdssVlwJ/l0KFDUVRUhDVr1ijbXC4X1q9frzQip02bBr1e71emuroau3fvVsrMnj0bzc3N+PLLL5UymzZtQnNzs1Im0XV09sTSqtz8iTLC2bvEQLD6es/MdzGCcMdvJ8p4b6FyjlIfr6T3iJrECIGf0/eGp/IdPvHp65orvvfTgFq9hYjiFts3RERERLExIHqktbS04NChQ8rjyspK7NixAzk5ORg8eDCWLl2KBx98ECNHjsTIkSPx4IMPIjU1Fddffz0AIDMzE7fccgvuvvtu5ObmIicnB/fccw8mTpyIb3zjGwCAsWPH4qKLLsL3vvc9/PnPfwYAfP/738eiRYtCXtEq3imJtG4SRfG+yKtSvyDn4O11JIdxHl2TT95H8R0J9fp5w9Lb6+iN2+nEXN+O15+EUnfP42ArsvYGE2lEFA1s3xARERHFnwGRSNuyZQvmz5+vPPbO2XHTTTfhhRdewE9/+lO0tbXh9ttvR1NTE2bOnIkPP/xQmRcLAB5//HHodDpcc801aGtrw/nnn48XXngBWu3pIY7/+Mc/8OMf/1hZ/eqyyy7DH//4x346y+jz9tBR65E2UPSUSFNLvwXLKyZC8ggIXv/e8MZN0yVSiREJD28S0B3B5FcinT8RJQ62b4iIiIjiz4BIpM2bN6/bpIYkSVi2bBmWLVsWtIzJZMKTTz6JJ598MmiZnJwcvPzyy32palzz9kjTqGReJEkCRPwnDHoa2in1okda4EF6/9T+pPTA8quw59+9PfvAHmkJEgwE3hvuaA3tTJAEKxHFP7ZviIiIiOLPwO16RGHrbo60gcKbJPT9WBJuKkjqYzIqkcldhkd6g5dYsejskRbBoZ1MnhERERERESWHgZsxobCdTqSp9Ejr/B3vCYMeFxvozRxpQcZGJkosfIMh9THxpQzt7BKTeI8FEDhHWodPIq0vte96L8V/JIiIiIiIiKi3mEgjxenFBoLfFomSJAiW/FJbtTPsY/f6mfGjt4kvJVGZgEM7vbw1jtSqnX0aJkxEREREREQJhYk0UngTCxqVHmmJki/pKSHSu1U71TfEe/pErXdeXy+jMrTTe7xEiYXP9fYmATsiNLQzoEcaE2tEREREREQDFhNppOhujjRlXrA4TxL0VLueFhtQ68kWrHdbvFO7Vn2d363rYgOJSFlsIEJDO7vGOb7fIURERERERNQXTKSR4vTQzuBJkkRJEgQd2tlDIi2URGGiLTagNvyy63k2tLVhzZEjsDgcQY/jGzONMrRT/Xjxxm9xCW+PNA7tJCIiIiIiojAxkUaK7nukJYa+Du1M5J5WXZ2ez8xnY5DTe/PgQaw6dRLvHzkS9Hi+MVOScwkYL7WhnRFdbICJNSIiIiIiogGLiTRSdNcjzZt8iPcUQairdoZ6Hmp5ImVesDhPmKgP7VTnTQZZnc6gx/NLpHU5UHxHosscaZ2/IzZHWtfXishRiYiIiIiIKB4xkUYKb2JBo9IjzSvek0c9UVu1s7sz6m5VysSORPjXcqAM7fSKVI+0eD93IiIiIiIiihwm0kjhnTNKq7ZqZ4LozdBOtd5K3ekuuRZPTg/tPF1f33+Hm/5RW/kyEXnr7o7SHGmJnFjbXVeHGrs91tUgIiIiIiKKW0ykkcK7iqFGdWin53e8pwjUkke+elxsoOuGbvJFgF7EcwAANJ1JREFU8Z4wiXT9vDHzvT+UHmkRfaXI62loZ0TnSOvDsWLpSHMzNpw8idWHDsW6KkRERERERHGLiTRSuJVEycC9LVR7pHVTvrt+V4mSMAl2DmEP7fQeT+WAcZ9U9Pm32mIDfTFQVu20dDM/HhEREREREXkM3IwJRZR3OGPcJ0w66xcsedTTogmhnF+ijGpUG7DqOyw13Cup1iMtYYLhw1vjYMN7wzWQhnYSERERERFR95hII0VPSaiBoKc50rpSmw8tUZKKkeaNmZToQztVkn99WmygD88lIiIiIiKixMJEGilOzy/Wc5l4pdQvyDmordrZnYSOhZL4Or3N99+9XbVTLbkY70nFaNZuoMyRRkRERERERD1jIo0UoaxdGe8JE69gK2v2NEdaSGc3kLvsdUMoQztPb0vE1Tt9q1zh8KxQGcmhnURERERERDRwMZFGAdRyI4mSMOkpIaK2Imm4SRRlOGOcJ1CUHoY97A+VkjCK8NDI/uC/amd0h3bGeyyIiIiIiIio95hII0X3c4V1lumfqvRaT8mjnhKCXWOQKAlENWrXsy/n413jkn80/HGxASIiIiIiouTBz8SkOJ2EGgBDO4MkjFR7pAX5d9Bjexcb6EW9YiJILHo9R1oiLjbQ+VuSJPXFBji0k4iIiIiIiELARBoFUE27JEjHrJ5SGj0N7QzokRaJSsWIWu88SWV/qGRljjSfRFqC9diToH5N+5IK42IDREREREREyYOJNFJ0P7QzMXph9WaONF+BvYvUJozrfK0w6hULavXr09BOlR5pymvFea+saNaPQzuJiIiIiIiSBxNppFA+/neTaxkISYKuybSwV+30lk2QWARdbKDXQzsDjx3vkfAd2qkWkL5cy3g/dyIiIiIiIoocJtJI4U0mqM2RligD+E4nTLop1GVfd4k01RVMEyQaopseZEDvh3YmyvmHw+8e6GWCUe1YRERERERENLAwkUaKbhMAiTKcMYRkjyaMxRTUSkqJEosg23s7vFNtjjRvMOK9d57vfHFq90ZveyUCgXGJ91gQERERERFR7zGRRgESbP74sHU9P7/FBnoqHOR5iaS3wzHVhnZ6xXskerpWfRraqZZgJCIiIiIiogGJiTRSDIjFBkIo013CI3CxgUCJki7pcWhnCOcqhFBicrpXl8+qnX2rYr8Ltmqnr94O7VR6pPWiXkRERERERJQYmEgjhVqiZCDqmljqbn4s1UgkeMIknKGdqw4dwiv79kH2Saj5JiKV3m1x3juvx8UG+nBsufO3lj3SiIiIiIiIBjxdrCtA8Ud1gn3vvGDxnjDpoRcW0H2PpIDFBkJ4rXjlOy+Yr3CGdta1tgIAGtvafIZ2dj/HWDwKZ2gn50gjIiIiIiKiYNgjjRQDaWhnt4t2du2R5ptEGUBDOyNNdY60BOuFFWyxgb5QXYSBiIiIiIiIBiQm0khxOoU0sBMCXRMe3a3YqNb7qreT9fe3YEnBUIdjdt0/UIZ29rRYQrjn4i2vTfAhv0RERERERNQzJtIoQHcda+I+YeKtXzfn0N2wz1AWG0gUfT2Trs9XeqQNwEQrh3YSERERERFRKJhII0UoH/8TJUXQXbInnDnS1A+QWAmTrolDKcSeU13PTwCocNj9Eq3K3Hl9rGO0KXPnIQpDOzt/azX8c0pERERERDTQ8ZMfKXyTDV0lyvRPoSR0NJKECof99HO6mSMtnBUu401319N3f9DnBz2e3yRpvatcjAS7nn0Z2hnQI61XNYsviZIkJiIiIiIi6m9MpJHi9ET9avOCJUYvrJ6SR2o7fc+o69BO1aSiyvPiUbD6hZr6UuuRFuwAcX9f9LS/D0M7xUBMpMW6AkRERERERHGKiTRSxHsyJFK6G9oXTgQSJl5dTjfkoZ1dH6skKRMmqeg7tDPCnehkIVDhsPOPKRERERERURLgZz8K1E03rLhPmHj/0U2yJGDVzm6GdqpJlOGe6kMxA/f39HzAc87d9VhMdHKY94CagbTYwEA4ByIiIiIiomjQxboCFH+6Hc4Y5x+wI71SZXdJs/iORASGdgZ77LfYQGIMZ1SSgJJ6GlAE+Xe4x+7N8+PRQDgHIiIiIiKiaGCPNAIQ2Pso0XW7amc3c6SFkyhMlGRD10j0ZtVOIUS3PdziPsEa5sIKvTl2156OiSzerycREREREVGsMJFGAHpOJCiLDUS/Kn2iJHu6yWl0TQT5Jg3CWWwg3nXtKdXb53eVyPkiSfmPP7kviw34HhtMQhEREREREQ1kTKQRgBA+/CdI8iSUFEZYwzVVikoJPhdWqAsEdF3JsmuSETidVIv3SPQ4tLMP13JA9kiLdQWIiIiIiIjiFBNpFCBSq1rGUq+HdobxGvEei2DJoVB7qAUb8qr2/HhPKoazQmm45zIg50iL8+tJREREREQUK0ykEQD/D/9qeRZlaGecf8AOadXN7hKFAUM7A8sOlH5H4cwbJqCeIEq0FTwlqNdZrbddqLzPHEh/TOP7XU5ERERERBQ7A+mzH/VBvCfIIqm7HmmhzJGGBBnaebqnlP/23g7tPL3YQPjHijW/uqtc1K7n2ptjaxLkviAiIiIiIqLeYyKNAISw2EDCzYUVvEx3iw3E+/mFo68Jna7DHbtOqj+QcGinPyYDiYiIiIiI1DGRRgG6nYw/QT5g93qOtK490lRikSi9sLy6xiLUxRKC9UjzC6AUWDYe+S82EOGhnVxsgIiIiIiIKGkwkUYAek6EJEqKoDdzpA3YHmkR3q/WIy0h50hTG9oZ5N+h6BqXeE8qBpOo9SYiIiIiIupPTKQRgC6LDagVSJBha0r9uhva2c2+gDnSVBde6HytOE88BF21sxfPF0KcnmdMbdXOsGvXv8LqfRfu0M6uc6SFWbd40ZfhrURERERERMkiKRJpy5Yt8wzp8vkpKipS9gshsGzZMpSUlCAlJQXz5s3Dnj17/I7hdDrxox/9CHl5eUhLS8Nll12G48eP9/ep9IvuhnYOBOGs2tmdREk1dL2eoSYCQ1q1MyGHdgaKxKqdif6+Gag9M4kGMrZviIiIiPpfUiTSAGD8+PGorq5Wfnbt2qXse+SRR/DYY4/hj3/8IzZv3oyioiJccMEFsNlsSpmlS5fizTffxKuvvorPP/8cLS0tWLRoEdxudyxOJ+JCHdoZ9wkTlZUlu+ou39H17FTTLgmSMOlpcYCwVu0c4IsN+Or1qp1dHhMR9Qe2b4iIiIj6ly7WFegvOp3O71taLyEEfv/73+MXv/gFvvnNbwIAXnzxRRQWFuKf//wnbrvtNjQ3N+O5557D3//+d3zjG98AALz88ssoKyvDRx99hAsvvLBfzyUaeupVkygT7IdSv257pIX0/M6ycZ4wCTq0M8REYECPNNWhnYkxnNEvwdrD+Sfrqp19mSeOiGKH7RsiIiKi/pU0ibSDBw+ipKQERqMRM2fOxIMPPohhw4ahsrISNTU1WLBggVLWaDRi7ty52LBhA2677TZs3boV7e3tfmVKSkowYcIEbNiwIWhD0+l0wul0Ko+tVisAQJZlyLIc8XOUZRlCiF4d2y3LkIWABoCQ/T9Ge47rGf4WrbpHitx5HhCnz0PIAp0ncLruQnSWE/7D+rzP9+o8jizLAcdzx3sslHOU/K6p6NzulmVovdfUJxbec3L7xMIty3DLshJH5XgiMWLhPRfhvQ/E6fp3HdbpLRfq+cjeuKjEMJH4XW+3O+Ac+vL3ZSBjXNQxLup84xKp2MSifQP0bxuH95M6xkUd46KOcVHHuKhjXNQxLuqi0b6Jd0mRSJs5cyZeeukljBo1CqdOncIDDzyAOXPmYM+ePaipqQEAFBYW+j2nsLAQR48eBQDU1NTAYDAgOzs7oIz3+WpWrFiB5cuXB2yvq6uDw+Ho62kFkGUZzc3NEEJAowlv1G5rRwdsNhs0AIoaU/z21bZ1QLJaYWtxoFGSUGswRLDWkdXY1ASbzQapQw/oO29vGUBLCyAk1DrdkKxWwG6HrV0GXG2e38HoJKCxEbVtHUCb50OCZGsB7HY065tRW1sb/ZPqpQaLxTN8R68BGhuV7dbmZthcLtTX1yO1vR1CCE+5zlh4z6murU0Z/lNfXw+LzQbY7YDVCqXPUpsDsNthlXRxHYt6ux02mw0GlwvQATZ754c/letfW1cHrcMR8vuoyWIB7HZYmpo8segQcR2LYBobG5XrXVtXB0eX93lf/r4MZIyLOsZFnW9c7HZ7n48Xq/YN0L9tHN5P6hgXdYyLOsZFHeOijnFRx7ioi3T7JhEkRSJt4cKFyr8nTpyI2bNnY/jw4XjxxRcxa9YsAIHD3YQQPQ6B66nMfffdh7vuukt5bLVaUVZWhvz8fGRkZPTmVLolyzIkSUJ+fn7Yb+wWlwvm+npoJQnIyfHbV2DOAVqbYZb0yM7ORkFBQSSrHVFZHR0wd3TAlmo4fR6yACQBZGejIDMXUosFaO+A2ZQGODSe30G06j3xKDDnADbP20XS6oDWNmRkZsZ1LOo0GpgdDrQZNH7XNNMpo8PhQG5uLowOB/Lz82GurVVi4T0n2W6HubkZAJCbm4sGjQZwtgKZmUB2FgBAam0FrDaYMzLiOhZtVivMNhuyUlPRrBUwa9o8O1Suf35eHuSWlpDfR5ktLUCHE7m5uYC1CeaU9LiORTDZbjfMHR0AgLy8PGSZTH77+/L3ZSBjXNQxLup849LS0tLn48WqfQP0bxuH95M6xkUd46KOcVHHuKhjXNQxLuoi3b5JBEmRSOsqLS0NEydOxMGDB3HFFVcA8HwrW1xcrJSpra1VvsUtKiqCy+VCU1OT37e2tbW1mDNnTtDXMRqNMBqNAds1Gk3U3niSJPXq+JJGA40kQavRQNL4N541Go3nuJ0rgsXzHw1N53lIXc9DkgCNNzYS0Hk+yu8gJEmC1Pk85Xidz4/3WHivmabzHLy0nTFSrmvnY28slHPyiY1yrpIEreb08aREjIUkTl9zlesv+cYlhHOSOmOn64xPvMciGO/fACD436je/n0Z6BgXdYyLumjGpb/aN0D/t3F4P6ljXNQxLuoYF3WMizrGRR3joi7Z4pIcZ9mF0+nEvn37UFxcjKFDh6KoqAhr1qxR9rtcLqxfv15pRE6bNg16vd6vTHV1NXbv3t1jQzNR9LTapTKRerxPsN/5u7sv0sNadVJt0c5wnh/HwrmSvosN+EusaHiTXpEUykqxicBvldYY1oOIeo/tGyIiIqLoS4oeaffccw8uvfRSDB48GLW1tXjggQdgtVpx0003QZIkLF26FA8++CBGjhyJkSNH4sEHH0Rqaiquv/56AEBmZiZuueUW3H333cjNzUVOTg7uueceTJw4UVnlaqAIdUXHRBbOOaqt8JkoqzMq9etyCqEmReUuiZXTxzt9QO8/4z7B6pPs6unq93bVTk2C3BehiPfrSUQebN8QERER9b+kSKQdP34c3/rWt1BfX4/8/HzMmjULGzduRHl5OQDgpz/9Kdra2nD77bejqakJM2fOxIcffgiz2awc4/HHH4dOp8M111yDtrY2nH/++XjhhReg1WpjdVoRFerH5nj/eB1K76BkSBYCkb1WwrviJRK/51VPwo2bNy6aBOm1GUxi1pooubF9Q0RERNT/kiKR9uqrr3a7X5IkLFu2DMuWLQtaxmQy4cknn8STTz4Z4drFh1CTJAnzYTtCybLujpIoCZOuveq8j3qqfbAeab6h9R473iNxuu5SxBOpvsdOZBzaSZR42L4hIiIi6n9JOUcaBRcsGZAoKYJQEgDdLS4QIFFOXIWSHA1yDuEkAn17pPkGJdHCE0p9wx7aOUB66vmedaIkiYmIiIiIiPobE2kEoOcEVMIsNhDK0M4+voYyL1gfjxNtweoXas8pucu1Dkyj+eyL9/siSmV9y/smaOM9HkRERERERNQ7TKQRgIHTqyYUfV1swCtRkiW9HdrpSxZCfQhjoiQVw1hsoLfH9kukRfg1+gOHdhIREREREfWMiTQC0PM8T71JvsRCd72mEMK+gLIqhbtLrsWTnhJ94azaGUr5gaK3q3Ymxl0RHId2EhERERER9YyJNApNgg3t7E5fJ4VPtKRiV705/x4XG4j3+6LzdyiLDfR11U7fbYmEPdKIiIiIiIh6xkQaARiAQzu7SZaEt9bAABja2eUUerVqp99iA4HHjvdIRHVoZ+dvKcGHdvpK9PoTERERERFFCxNpBCC5hnb2OZWSINnG08mj3lVYBPm3JlEC0Eu9HdoZ1mqwcSje39tERERERETxgIk0AtBzj7RESRGEkgTpa8JDGc7Yp6PEjpIUDWMONeGz2EBPZeORX6I4wgmvATm0MwHrT0RERERE1B+YSCM/Pc4flSAfsPs6D9rp4wTfF++xUGrXdWhniLHp2iNNOV+Vp8d3JMK7VmHPkdb5W1LZlqgSvf5ERERERETRwkQaAQjhg7OUGL2wQqlfX+dIS/ARfIp2WcbOhgY0trWp7u86+fzphNHpACTKCqZeUZkjzdubM8FvjHh/bxMREREREcUDXawrQPEhtLnFBoa+z/GVIEnFIMN1vY+3njqFTadO4nB7u+pw167ndzph5HMsyX9fvPJbtTPEsuEe2/dbiXiPhxq/HogJWH8iIiIiIqL+wB5p5KenOdLi/QN2SAnBcPJoCZxZ7OlKtXZ0dP/8oHOkJXBQQtDbezzhFxvo0gORiIiIiIiIAjGRRgBCTx4kygfs7obZhZPwUCuZKElFr659sPo6R1qXowWUjUd+dY9wwktWW2wgoq9ARERERERE8YKJNALQZVVDFYnS2Sa05FaCnEwfBVtsIOTnB+mRpja0M1FEY2in77ETGYd2EhERERER9YyJNAIQfD6t0yS/cvEqlKGdmggtNhDfkQh+rUI9/YAead0cIe5jEU7ZMO9xtfdOvL9P1HBoJxERERERUc+YSKMkFFYmLahESTZEZGinEOqLDfjsj2e+ya5IdxxT680Z39FQxx5pREREREREPWMijQCEMLSzS7l4pSQAusmW9D2RkhhD+NSGYob1/C49lE739jt9wJ4HSsYXz/3dfZ3DXrUzikm6WIn39zkREREREVGsMJFGAHoe2pko8z+FkgDQhJH86XZoZ4L22unN0M6enh/vkYhm/XyT0FKCDIFWk4h1JiIiIiIi6m9MpBGAnnukdS0X77o9i3BGdibw0M5gydGQh3Z2WWxAVku0JEhS0XfuvB4XGwh3jjSfY3fdlkg4tJOIiIiIiKhnTKSRn0gnGfpbz4sm9H04YqIMZ+zrleq62IBXovRO7K2+DO1MkFujR/H9LiciIiIiIoodJtIIQM8JskTJnYSSAAjnXNSKJsoE+4ouJxzy0M6uc6SpnG+C3BZd5jGLbK39h3b6b0skCXM/ExERERERxRATaQRg4A3t7HaxgQiN7Yz3WPR2aKf3eQGrdirP7/558SicmoU9tFMlzvEci2CC9UAkIiIiIiKi05hIIz9BFxtIkEnUQxra2dceSYnSDauPQuqR5hPL+L4zPKI5LNV3sYFEF+/vcyIiIiIiolhhIo0AJNcH574P7UyQpGLn74AeaSE+L2iPtARMFvkP7eyhbBjH9V2AwffY8X1nqIv3+5mIiIiIiCgeMJFGAHoe2pkocz/1NPwQADRhJIISL2V0Wm8TI2pDO323J+LQznD09iwSfREGDu0kIiIiIiLqGRNpBCB476WAcnGeLDldv+BnotNqoNNoUOGw9+o1Eq7XUZiLDSg90nyutezTI833CL690+I5Hv4LAkQu4RXs/RDv75P61lbsqa8PGL6r/DvO609ERERERBQrulhXgBJEYne28aPVaHDW8CGwO13YUnW8+8IJ3Mso1ORoT88POJ7PARMtPBIimyz2LalJoGC8cfAgAMCk02F4VhaAwDnxiIiIiIiIKBB7pBGAnifpV+YF66f69FaoyaMUvR4per3yOFjvtO6OE++9doLVL+RVO4MsNhDs2fEcj94mx8I9rje28RsJfw1tbbGuAhERERERUUJhIo0A9DxH2kDU11NNlGRJ12ualIsNdP6WJCmivSt9Y+R72HhOKgbDoZ1EREREREQ9YyKNAITQI03yLxevIp0QVDtOoiSS+nqlgvVI8+Ubn/i+Mzw8QztD65EXCt+ynvnXEheHdhIREREREfWMiTTyEzwBlRgpgvASfb07p0RJKgYT8tBOlW2e50ejVtEVrWsV2CMtsYZ2JuIwXSIiIiIiolhiIo0AhP7BfyB9vB7oQzuDzRfXq1U7g5RNlOGMfqt29hCA3s6R5tc7L45jEUzi1ZiIiIiIiKj/MZFGAEJZbMC/XLxSW1myL9QPkxhdsvp6rXyfLQdJGAUrn8h6szCBNySJ1lsvWK/DgXItiYiIiIiIIo2JNPITLEmSKAmCcJIgoZyS6hxp3qGdIb9SbAUsNtCbVTt7uQJovPDvnRe5Op9OQPsfOZ7vDTmE90i8J8yJiIiIiIhihYk0AjDwhnaGMu17X6eGj/dkQ5+Hdvps8+uRFuQI8RyP3vQyC6tsl5DEcyzc8umBun5Dc/u/KkRERERERAmHiTQC0PPQzkSZRD1Y8qi31I6TGH2w+i740E7/conUQy/SK2sG3G8J0EPPHWQIJ4d2EhERERER9YyJNALgPxl7IgurJ1BoYztVnpYgSUVvLCIwtDOU4YDxzDfh1eNiA+H0XutSNhGGdvr2SJODJdX6sT5ERERERESJhIk0ConS6yhREiohJMkSO2XYs95eKbWhnb7/DphzzZtYTJR7owe9GdqpSaAEtDtIgjSUOfGIiIiIiIiSHRNpBCCUVTsTpBdW5+9IDeBTPUqCJRXDnSPNK1iPtIDnJ8DQTv/7O/KLDXglRI80nzp3+PROIyIiIiIiop4xkUYABs7QznCEcq6JHI2e570L8rzO324hUOGwA+g6R1riRkWSpJ6HdvZPVWKGQzuJiIiIiIh6j4k0AtDzJP1KT5s474WlJI+imOvxW+kwjuMRrGahzpHmcruVbd3NkZYIvbDCGq4ZxjWVlftN8vsdz/eFb4+0UBYeICIiIiIiotOYSCM/idvXKPIqHPaE7n2lCJjTLDS+ibTTPRYjU6X+5ts7L7LrdkI5rt/rRfwVIidYIs1XPNefiIiIiIgolphIIwAh9EBJgHmwAN/6hTJss+cyBq028Hk+2aR4jkdfh3a6VIYAqsUskRYbkKSer3o4Z3G6p17iZBh9exf6DvNMhOtHREREREQUa0ykEYCe50iLRi+eaIh0MkCnkkhLdD0mkrob2qny5ETopRbtFJE3BgkxtNMnecahnUREREREROFhIo38hJpkiXeh5HZCSQDptd2/ReI5HsGGY/Y4Rxo85+WbSGt2Oj3PDeH14pFf77yeFhsI45oG648Wz7Hg0E4iIiIiIqLeYyKNAPScPJASbGhnpHpJ6dWGdiKxhnb2RodPryVfbjn4MeM5qRiOXi1M4F1sIPLViTg3h3YSERERERH1GhNpBKDnoZ2JItKpANVEWsKFKLzFBrr2Ruvx6AkQEN/7O5LDlIP2SIvjpJRbZe47gEM7iYiIiIiIQsFEWi889dRTGDp0KEwmE6ZNm4bPPvss1lXqs1Anpk+cD9ghLDYQQgJI09MwyDiOR7AkTyhDO11BeqSF8nrxKKzhmkk6tFMESaoRUfIYiO0bIiIiokhjIi1Mr732GpYuXYpf/OIX2L59O8455xwsXLgQVVVVsa5an/T0wVlZmTH6VekTJSHYT52k4j0evRF2jzSf58U7CZG9N07fb5Lf73gWNJHmUyb+ryQRRdpAbd8QERERRZou1hVINI899hhuueUW3HrrrQCA3//+9/jggw/w9NNPY8WKFTGuXd8FXbUz/vMDAMJLAPT2lBIhWQIEH64bSu3DSaQlwsxg4QxdDmuOtC6PEyGp6LdqZy96HhLRwBTP7ZsOWVZ++A3waTLjoopxUce4qGNc1DEu6gZaXHSagXAWscFEWhhcLhe2bt2Ke++912/7ggULsGHDhoDyTqcTzs7VDgHAarUC8LwB5Sh8gH3n669R29iIDIsl7GSPvb0dshAQQkB0mVBelmUIWUAWAo6ODvx7//5IVjuiWlwuz7xPMpTzELIAhABkoZyLQnjOS/ntyycWvs8TPuVXHTzY4/DPWLE4nZCFgEb2v6ZyZ92FEMoKnTKgnNOao0eVMgFxUbk/vGU+PHIkbv8Y2zrvC1mWISSfc1K57vsaGrC7tTWk95HL7e6MU+c90nm8z0+cwOaammidTp+0dr7Xvf/2vp/b2tuVxOC+hgYc6/x75SWEgLW5uVd/XwYyxkXdQIrLrOJilKSnR+RYyt+JKLUDeivc9g3Qf22cDlnGc7t2ocVmQ/qpUwl/P0WSEIJxUcG4qGNc1DEu6hgXdQMtLjdPmBCRz2/x2r6JJibSwlBfXw+3243CwkK/7YWFhahR+dC8YsUKLF++PGB7XV0dHA5HxOt3pLYWjS0tSHE6e/3GbjcaMUPnf1vUttVijltgZUsLOoSAzWaLRHWjRgKwIC8PqW0dADxv7GanjMy2dtQ6azHDp2yVLMFms2G6yYQGm82vh9Gc1FTM6DxGbZv/804IDWw2W9zHAgAWZmUhr/M8AKCys95CCBR2eK6nJEkYAsDW7n9OM1NScMrn8VitVomJV6PQoC5BYuFKT8fZKSn4V+e1npWSgprOehempOBUWxusQqCtrS2s99HktDTU1tZiqqzBkRYb4j8Sp1lVrpsNQF2XbaIXcUkGjIu6gRSXwVotdK2tETmWLMtobm6GEAJ2uz0ix4yEcNs3QP+1cTpkGTabDW1tbRBInF7h/cH7PmNc/DEu6hgXdYyLOsZF3UCLS21tbcQSafHYvokmJtJ6oeubRgih+ka67777cNdddymPrVYrysrKkJ+fj4yMjIjX63KTCXUNDcjNyYGmF28InUaDwtTUoH8UbsnNhcXn2+d4lWEwIMNoVB7LsgxJkpCfnx8Ql5tzctDQ1obCtDS0trfD6nIhXa+HAJBpNAbtbbY4OxsNUUiGRlqqToeclBS/bQUFBRhaXAxHezvcLS3Qm82AJCHHZEKjzzlpJAmFqamwuVxwyTJMWi1MOh0MXVYyvS43F7UR+pAZTUatFvmpqQCA7+XmosXlQmFaGiwOB9xCIC8lBadaW+Hq6EBDY2NY76OitDToNBpcnpeHU3Z73M8xptNokKbXo7nL+znDYEBbRwfaVb5JkmU57LgkA8ZF3UCKS67JhBS9PiLH8v3/UUtLS0SOGUmhtm+A/m3j/DgvD3V1dar/H09msiwzLioYF3WMizrGRR3jom6gxSVSo4nivX0TDUykhSEvLw9arTbg29na2tqAb3EBwGg0wuiT0PHSaDRReeOVZmTA4HCgIDMzKsfPMJmQYTJF/Lj9QZIk1binGgxINRgAAAadDlldkk7BpBmNSFO5tomiKD0dsiyj1ulEQUaGEpd0lXPK0XX/Z8Kk0WBwZmZU6hktmSYTMjvv5by0NGV7idkMWZZhcjp79T4yaDQoS6BYZKq8n7OClO1LXAYyxkUd4xJcsP8fxVK47Rugf9s4Bp0Oeq0WBp0uruIWa7IsMy4qGBd1jIs6xkUd46KOcQkuHts30cREWhgMBgOmTZuGNWvW4Morr1S2r1mzBpdffnmPz/dOQG7tMvdQpMidwx9MJlPS3MChYFzUMS7qGBd1jIs6xkUd46LONy7eb2zjYXGSvrZvgOi2cXg/qWNc1DEu6hgXdYyLOsZFHeOiLl7bN9HERFqY7rrrLtxwww2YPn06Zs+ejb/85S+oqqrCkiVLenyudw6psrKyaFeTiIiIEoDNZkNmHPRk7Uv7BmAbh4iIiE6Ll/ZNtDCRFqZrr70WDQ0N+NWvfoXq6mpMmDAB7777LsrLy3t8bklJCY4dOwaz2RyVyQm985McO3YsKnOwJSrGRR3joo5xUce4qGNc1DEu6nzjYjabYbPZUFJSEutqAehb+waIbhuH95M6xkUd46KOcVHHuKhjXNQxLuriuX0TLZIY6H3ukojVakVmZiaam5v5xvbBuKhjXNQxLuoYF3WMizrGRR3j0juMmzrGRR3joo5xUce4qGNc1DEu6pIxLhzYS0REREREREREFAIm0oiIiIiIiIiIiELARNoAYjQacf/996suR5/MGBd1jIs6xkUd46KOcVHHuKhjXHqHcVPHuKhjXNQxLuoYF3WMizrGRV0yxoVzpBEREREREREREYWAPdKIiIiIiIiIiIhCwEQaERERERERERFRCJhIIyIiIiIiIiIiCgETaURERERERERERCFgIm0AeeqppzB06FCYTCZMmzYNn332WayrFDWffvopLr30UpSUlECSJKxatcpvvxACy5YtQ0lJCVJSUjBv3jzs2bPHr4zT6cSPfvQj5OXlIS0tDZdddhmOHz/ej2cReStWrMCZZ54Js9mMgoICXHHFFdi/f79fmWSMzdNPP41JkyYhIyMDGRkZmD17Nt577z1lfzLGpKsVK1ZAkiQsXbpU2ZaMcVm2bBkkSfL7KSoqUvYnY0y8Tpw4ge985zvIzc1FamoqpkyZgq1btyr7kzE2Q4YMCbhfJEnCD3/4QwDJGZNoSKb2DcA2jhq2b9SxfRMatnE82MYJjm2cQGzj9EDQgPDqq68KvV4vnn32WbF3715x5513irS0NHH06NFYVy0q3n33XfGLX/xCrFy5UgAQb775pt/+hx56SJjNZrFy5Uqxa9cuce2114ri4mJhtVqVMkuWLBGDBg0Sa9asEdu2bRPz588XkydPFh0dHf18NpFz4YUXiueff17s3r1b7NixQ1xyySVi8ODBoqWlRSmTjLFZvXq1eOedd8T+/fvF/v37xc9//nOh1+vF7t27hRDJGRNfX375pRgyZIiYNGmSuPPOO5XtyRiX+++/X4wfP15UV1crP7W1tcr+ZIyJEEI0NjaK8vJysXjxYrFp0yZRWVkpPvroI3Ho0CGlTDLGpra21u9eWbNmjQAg1q5dK4RIzphEWrK1b4RgG0cN2zfq2L7pGds4p7GNo45tHHVs43SPibQBYsaMGWLJkiV+28aMGSPuvffeGNWo/3RtZMqyLIqKisRDDz2kbHM4HCIzM1M888wzQgghLBaL0Ov14tVXX1XKnDhxQmg0GvH+++/3W92jrba2VgAQ69evF0IwNr6ys7PFX//616SPic1mEyNHjhRr1qwRc+fOVRqZyRqX+++/X0yePFl1X7LGRAghfvazn4mzzz476P5kjo2vO++8UwwfPlzIssyYREgyt2+EYBsnGLZvgmP75jS2cfyxjaOObZzQsI3jj0M7BwCXy4WtW7diwYIFftsXLFiADRs2xKhWsVNZWYmamhq/eBiNRsydO1eJx9atW9He3u5XpqSkBBMmTBhQMWtubgYA5OTkAGBsAMDtduPVV1+F3W7H7Nmzkz4mP/zhD3HJJZfgG9/4ht/2ZI7LwYMHUVJSgqFDh+K6667D4cOHASR3TFavXo3p06fj6quvRkFBAaZOnYpnn31W2Z/MsfFyuVx4+eWXcfPNN0OSJMYkAti+CcT7yoPtm0Bs3wRiGycQ2ziB2MbpGds4gZhIGwDq6+vhdrtRWFjot72wsBA1NTUxqlXseM+5u3jU1NTAYDAgOzs7aJlEJ4TAXXfdhbPPPhsTJkwAkNyx2bVrF9LT02E0GrFkyRK8+eabGDduXFLH5NVXX8XWrVuxYsWKgH3JGpeZM2fipZdewgcffIBnn30WNTU1mDNnDhoaGpI2JgBw+PBhPP300xg5ciQ++OADLFmyBD/+8Y/x0ksvAUje+8XXqlWrYLFYsHjxYgCMSSSwfROI9xXbN12xfaOObZxAbOOoYxunZ2zjBNLFugIUOZIk+T0WQgRsSya9icdAitkdd9yBnTt34vPPPw/Yl4yxGT16NHbs2AGLxYKVK1fipptuwvr165X9yRaTY8eO4c4778SHH34Ik8kUtFyyxWXhwoXKvydOnIjZs2dj+PDhePHFFzFr1iwAyRcTAJBlGdOnT8eDDz4IAJg6dSr27NmDp59+GjfeeKNSLhlj4/Xcc89h4cKFKCkp8duezDGJFLZvAiXzfcX2jT+2bwKxjaOObRx1bOP0jG2cQOyRNgDk5eVBq9UGZHZra2sDssTJwLv6THfxKCoqgsvlQlNTU9AyiexHP/oRVq9ejbVr16K0tFTZnsyxMRgMGDFiBKZPn44VK1Zg8uTJeOKJJ5I2Jlu3bkVtbS2mTZsGnU4HnU6H9evX4w9/+AN0Op1yXskWl67S0tIwceJEHDx4MGnvFQAoLi7GuHHj/LaNHTsWVVVVAJL7bwsAHD16FB999BFuvfVWZVuyxyQS2L4JlOz3Fds3gdi+CcQ2TmjYxvFgG6d7bOOoYyJtADAYDJg2bRrWrFnjt33NmjWYM2dOjGoVO0OHDkVRUZFfPFwuF9avX6/EY9q0adDr9X5lqqursXv37oSOmRACd9xxB9544w188sknGDp0qN/+ZI5NV0IIOJ3OpI3J+eefj127dmHHjh3Kz/Tp0/Htb38bO3bswLBhw5IyLl05nU7s27cPxcXFSXuvAMBZZ52F/fv3+207cOAAysvLAfBvy/PPP4+CggJccsklyrZkj0kksH0TKFnvK7ZvQpfs7RuAbZxQsY3jwTZO99jGCSK6axlQf/EuD//cc8+JvXv3iqVLl4q0tDRx5MiRWFctKmw2m9i+fbvY/v/bu9+QOss/juOfM8/xpHlmGFtzioOaKExzeUjYHqxwbZWNscqSVUzTglYSxYT+EIwe2EjIsdhgjC2JbDCoLXIRxYbO9kAr/53TcYrrHDNqC/ozstTW0e/vgXSzM7Xf+f1a2jrvF+zB5XWd+778wuTD99b76ukxSdbY2Gg9PT321Vdfmdn0cbzp6el29OhRCwaDtnXr1lmP483OzrYTJ05Yd3e3lZaWXvXH8W7fvt3S09Otra0t5rjisbExZ00i1uaFF16w9vZ2i0QiFggE7MUXX7RFixbZxx9/bGaJWZPZXHqilVli1mXHjh3W1tZm4XDYOjo6bNOmTebz+ZyfpYlYEzOzTz/91Nxut9XX19vQ0JC9/fbblpqaas3Nzc6aRK3N5OSk5eTk2HPPPTdjLlFrciUlWr4xI+PMhnwzO/JN/Mg4ZJy5kHHmRsaZG420f5F9+/bZihUrLDk52YqLi50jwf+NWltbTdKMf5WVlWY2fUzxzp07bdmyZeb1em3dunUWDAZjrjE+Pm61tbWWkZFhKSkptmnTJhsZGVmA7+bKma0mkqypqclZk4i1qa6udv5vLFmyxNavX++ETLPErMlsLg+ZiViXiooKy8zMNI/HY8uXL7f77rvPQqGQM5+INflDS0uLFRQUmNfrtfz8fDtw4EDMfKLW5qOPPjJJNjg4OGMuUWtypSVSvjEj48yGfDM78k38yDhknD9DxpkdGWduLjOz+frtNwAAAAAAAOBqxTvSAAAAAAAAgDjQSAMAAAAAAADiQCMNAAAAAAAAiAONNAAAAAAAACAONNIAAAAAAACAONBIAwAAAAAAAOJAIw0AAAAAAACIA400ALiKBINBuVwu/fDDD5KklpYWLV68WGa2wDsDAAD4/5BvAFxNaKQBSCjr1q1TdXV13Ou3bNmiZ5555u/b0P+ot7dX2dnZuv76651xUVGRXC7XAu8MAAAsFPINAMwfGmkAEoaZqbe3V8XFxXF/5rPPPlNJSclfvm80Gv1L1/hDb2+vVq9ePecYAAAkFvINAMwvGmkAEsbQ0JBGR0fl9/s1MTEhj8ej5uZm3XvvvUpLS1NOTo5aWlokScPDw3K5XPr222/18MMPy+VyqaKiQpIUjUbV2Niom266SSkpKSouLtYnn3zi3KetrU0ej0cffPCB/H6/kpOTVV9fL7fbrYmJiZg9PfXUUyotLXXGtbW1ysvLU0pKirKysrRz586Y9f8taP7444968skntXTpUi1evFj33HOPvv76a2c+EomooqJCy5YtU0pKivLy8nTkyJG/XFsAALAwyDfkGwDzi0YagITR1dWlpKQkFRUVKRQKKRqNavfu3aqpqVEgENDtt9+up59+WpKUlZWld955R16vV998843OnTungwcPysz0wAMP6P3331dTU5NCoZDKysq0ZcsW/fzzz5Kmw19SUpIaGhr0+uuvKxAIqKqqSpOTkxocHHT2Ew6HdfDgQb366quSpkNiZmammpubNTAwoNdee00NDQ368MMPnc/09fU5wXJ0dFSRSMQZf//997r11ltlZjp58qQ6Ojrkcrn06KOPSpp+cnzXXXcpIyNDJ0+eVDAY1CuvvKKcnJy/u/QAAOBvQr4h3wCYZwYACaKurs5WrVplZmaHDh2ypKQkO3PmjDN//Phxu/baa53x7t27ze/3x1zjrbfestzcXJuYmIj5elpamp06dcrMzKqqqmz58uV24cKFmDXp6el2+PBhZ7x161Z78MEH/3TPa9asscbGRjMzGxkZMUl29uxZMzNrb283t9vt7KWmpsa2bdsW8/nPP//cPB6PRaNR+/LLL02S9ff3/+k9AQDA1YN8Q74BML/cC9vGA4D509XV5bw/pK+vT2vXrlV+fr4zHw6HtXLlSmfc09OjoqKimGscOnRIkUjEeRnuH3799Ve53dM/Unt7e1VZWan09PSYNatWrVIoFHLuf/ToUX3xxRfOfCgUUkNDgzo7O3Xu3DlNTk5qfHxczz77rHNdn8+nG2+80Rnn5+fL6/VqfHxchw8f1tTUlN59913nmlNTU3K5XFq0aJGys7Pl9/u1du1alZeXq7y8XBs3buRFvgAAXMXIN+QbAPOLRhqAhNHT06PNmzdLmg56a9asmTF/+fs5ampqYtb09fVp//79uu2222Zcf8WKFYpGo+rv73f+nOFShYWF6u/vlyQ9//zzeuyxx5xgOzg4qJKSElVVVWn//v264YYbdP78eZWWljp7uvwEq0vfHzI0NKTx8XEFg0Fdc801Mfd1u91yuVxKTk5WR0eHWltb9d5776m8vFx33HGHjh07FmcFAQDAPw35hnwDYH7RSAOQEMLhsC5cuCC/3y9JCgQCeuKJJ2LW9PT0qLKyUtL0C3fPnDmjm2++OWaNx+PR1NRUzJPdSwUCAV28eFG33HLLjLmCggLt3btXp06d0unTp/Xmm286c0eOHFFeXp727dvnfO2NN95QWlqac6/ZXsT70EMPOfuSJK/XO+fepOnQuWHDBm3YsEElJSWqq6ubcy0AAPhnI99MI98AmE8cNgAgIXR1dcnlcmn16tUaGRnRTz/9FHNM/O+//67+/n4nyJmZzEzd3d06f/68fvnlF0lSWVmZXn75ZbW0tGh4eFidnZ2qr69XR0eHpOknullZWVqyZMmMPRQWFurs2bOqq6tTXV2dli5d6sxlZGQoHA6rvb1dAwMDeumll3TgwIE5n9BGo1GFQiFnnJubq5UrV6q6ulq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+ "text/plain": [ + "<Figure size 1400x400 with 4 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig1, axs1 = plt.subplots(2, 2, figsize=(14, 4))\n", "\n", "fig1.subplots_adjust(wspace=0.1, hspace=0.5)\n", "\n", - "axs1[0,0].plot(np.arange(n+1), T_i.value, color='purple', linewidth=1.2, alpha=0.4)\n", + "axs1[0,0].plot(np.arange(n+1), T_i.value, color='red', linewidth=1.2, alpha=0.4)\n", "axs1[0,0].set_title(\"Température à l'intérieur du bâtiment (°C)\")\n", - "axs1[0,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,0].grid('on', alpha=0.3)\n", "\n", - "axs1[0,1].bar(np.arange(n), (3*froid_i**2 + chaud_i**2).value, color='purple',alpha=0.4)\n", + "axs1[0,1].plot(np.arange(n), I_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[0,1].bar(np.arange(n), I_i.value, color='turquoise',alpha=0.4)\n", "axs1[0,1].set_title(\"Inconfort\")\n", - "axs1[0,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[0,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[0,1].grid('on', alpha=0.3)\n", "\n", - "\n", - "axs1[1,0].bar(np.arange(n), p_n_i.value, color='purple', alpha=0.4)\n", + "axs1[1,0].plot(np.arange(n), p_n_i.value, color='darkcyan', alpha=0.4)\n", + "axs1[1,0].bar(np.arange(n), p_n_i.value, color='turquoise', alpha=0.4)\n", "axs1[1,0].set_title(\"Puissance de la pompe en mode normal (W)\")\n", "axs1[1,0].set_ylim(-30,1030)\n", - "axs1[1,0].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,0].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,0].grid('on', alpha=0.3)\n", "\n", - "axs1[1,1].bar(np.arange(n), p_r_i.value, color='purple',linewidth=1.2,alpha=0.4)\n", + "axs1[1,1].plot(np.arange(n), p_r_i.value, color='darkcyan',alpha=0.4)\n", + "axs1[1,1].bar(np.arange(n), p_r_i.value, color='turquoise',alpha=0.4)\n", "axs1[1,1].set_title(\"Puissance de la pompe en mode reverse (W)\")\n", "axs1[1,1].set_ylim(-30,1030)\n", - "axs1[1,1].set_xlabel(\"nombre d'intervalles\", fontstyle='italic')\n", + "axs1[1,1].set_xlabel(\"Intervalles\", fontstyle='italic')\n", "axs1[1,1].grid('on', alpha=0.3)\n", "\n", "title1 = fig1.suptitle(\"Graphes de la solution optimale (Inconfort minimal={} et budget utilisé={})\".format(objectif.value, c.T @ (p_n_i.value + p_r_i.value)),y=1.05)\n", @@ -1678,6 +1668,14 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "44220087", + "metadata": {}, + "source": [ + "Nous observons que l'inconfort du problème quadratique \"réel\" est constamment supérieur à celui approximé par des tangentes. Cela reste parfaitement logique. En effet, le problème étant convexe, les tangentes sont toujours inférieures à la fonction quadratique. A l'inverse, pour le problème non approximé, bien que nous n'utilisons plus exactement la technique de l'épigraphe, nous formons la même figure de domaine admissible (concernant les contraintes de températures) que présenté précédemment. Seulement, ce domaine étant plus restrictif, il est cohérent d'obtenir un résultat plus élevé à notre problème de minimisation. La forme générale des graphiques entre la version \"réelle\" et non approximée reste très similaire ce qui nous conforte en la véracité de la modélisation de ces deux problèmes. En ce qui concerne les temps d'exécution, la différence de temps de calcul entre ces deux modèles paraît négligeable. Nous mesurons un temps d'exécution de 2.3 secondes pour l'approximation par 6 tangentes et de 2.2 secondes pour le solveur quadratique." + ] + }, { "cell_type": "markdown", "id": "7f47806b", @@ -1711,58 +1709,59 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 315, "id": "4f3518c7", "metadata": {}, "outputs": [], "source": [ - "def resoudre(budget_autorise, volume, intervalle, heure, print_dual = False):\n", + "def resoudre(budget_autorise, volume, intervalle, heure, dual = False):\n", "\n", - "\tT_initial = 20 # [°C]\n", - "\tT_final = 20 # [°C]\n", - "\tT_min = 19 # [°C]\n", - "\tT_max = 21 # [°C]\n", - "\tp_max = 1000 # [W]\n", - "\teta = 0.99 # Isolation du bâtiment [/]\n", - "\tCx = 1000/(0.4*360) # Capacité calorifique du bâtiment [Wh/(°C*m^3)]\n", - "\tV = volume # Volume du bâtiment [m^3]\n", - "\tcout_heures_creuses = 0.00018 # [$/(Wh*h)]\n", - "\tcout_heures_pleines = 0.00026 # [$/(Wh*h)]\n", - "\tbudget = budget_autorise # [$]\n", + " T_initial = 20 # [°C]\n", + " T_final = 20 # [°C]\n", + " T_min = 19 # [°C]\n", + " T_max = 21 # [°C]\n", + " p_max = 1000 # [W]\n", + " eta = 0.99 # Isolation du bâtiment [/]\n", + " Cx = 1000/(0.4*360) # Capacité calorifique du bâtiment [Wh/(°C*m^3)]\n", + " V = volume # Volume du bâtiment [m^3]\n", + " cout_heures_creuses = 0.00018 # [$/(Wh*h)]\n", + " cout_heures_pleines = 0.00026 # [$/(Wh*h)]\n", + " budget = budget_autorise # [$]\n", "\n", - "\theure_initiale = heure # Compris dans l'intervalle [0,24[ [h]\n", - "\tintervalle_initial = intervalle\n", - "\tn = 672 # Nombre de périodes/intervalles\n", - "\tdata = np.load(\"info.npy\")\n", - "\tT_ext = data[intervalle_initial:intervalle_initial+n]\n", + " heure_initiale = heure # Compris dans l'intervalle [0,24[ [h]\n", + " intervalle_initial = intervalle\n", + " n = 672 # Nombre de périodes/intervalles\n", + " data = np.load(\"info.npy\")\n", + " T_ext = data[intervalle_initial:intervalle_initial+n]\n", "\n", - "\tI_i = cp.Variable(n)\n", + " I_i = cp.Variable(n)\n", "\n", - "\tCOP_normal = lambda f: 3+10*abs(np.tanh(f/100))*np.tanh(f/100)\n", - "\tCOP_reverse = 3.2\n", + " COP_normal = lambda f: 3+10*abs(np.tanh(f/100))*np.tanh(f/100)\n", + " COP_reverse = 3.2\n", "\n", - "\tT_i = cp.Variable(n+1)\n", - "\tdeltaT_i = cp.Variable(n)\n", + " T_i = cp.Variable(n+1)\n", + " deltaT_i = cp.Variable(n)\n", "\n", - "\tc = np.zeros(n)\n", - "\tfor i in range(n):\n", - "\t\tc[i]= cout_heures_creuses*0.25 if 0 <= (heure_initiale+(i+1)*0.25)%24 <= 7 or 22 < (heure_initiale+(i+1)*0.25)%24 <= 24 else cout_heures_pleines*0.25\n", + " c = np.zeros(n)\n", + " for i in range(n):\n", + " c[i]= cout_heures_creuses*0.25 if 0 <= (heure_initiale+(i+1)*0.25)%24 <= 7 or 22 < (heure_initiale+(i+1)*0.25)%24 <= 24 else cout_heures_pleines*0.25\n", "\n", - "\tp_n_i = cp.Variable(n) # Normal\n", - "\tp_r_i = cp.Variable(n) # Reverse\n", + " p_n_i = cp.Variable(n) # Normal\n", + " p_r_i = cp.Variable(n) # Reverse\n", "\n", - "\tf_froid = lambda T: -3*T+3*T_min\n", - "\tf_chaud = lambda T: T-T_max\n", + " f_froid = lambda T: -3*T+3*T_min\n", + " f_chaud = lambda T: T-T_max\n", "\n", - "\tobjectif = cp.Minimize(cp.sum(I_i))\n", - "\tcontraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", - "\t\t\t\tdeltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", - "\t\t\t\tI_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n", - "\tprobleme = cp.Problem(objectif, contraintes)\n", - "\tprobleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})\n", + " objectif = cp.Minimize(cp.sum(I_i))\n", + " contraintes = [c.T@(p_n_i+p_r_i) <= budget, T_i[0] == T_initial, T_i[1:n+1] == T_i[0:n]+deltaT_i, (p_n_i+p_r_i) <= p_max, 0 <= p_n_i, 0 <= p_r_i,\n", + " deltaT_i == -(1-eta)*(T_i[0:n]-T_ext)+(cp.multiply(p_n_i,COP_normal(T_ext)))*0.25/(V*Cx)-p_r_i*COP_reverse*0.25/(V*Cx),\n", + " I_i >= f_froid(T_i[0:n]), I_i >= f_chaud(T_i[0:n]), I_i >= 0]\n", + " probleme = cp.Problem(objectif, contraintes)\n", + " probleme.solve(solver=cp.SCIPY, scipy_options={\"method\":\"highs\"})\n", "\n", - "\tif (print_dual): print(\"Valeur duale de la contrainte de budget =\",contraintes[0].dual_value)\n", - "\treturn objectif.value" + " if (dual):\n", + " return contraintes[0].dual_value\n", + " return objectif.value" ] }, { @@ -1801,7 +1800,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 316, "id": "e0a8c553", "metadata": {}, "outputs": [], @@ -1817,13 +1816,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 317, "id": "85a5e73a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1854,12 +1853,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 318, "id": "9f664d7f", "metadata": {}, "outputs": [], "source": [ - "cout_minimal_obtenu_a_la_tache_1 = 1.9645635951448925\n", + "cout_minimal_obtenu_a_la_tache_1 = 1.9898040404466002\n", "pourcentage_budget = np.linspace(0, cout_minimal_obtenu_a_la_tache_1, 100)\n", "inconfort_minimal = []\n", "\n", @@ -1870,13 +1869,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 319, "id": "f61b216b", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -1915,13 +1914,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 320, "id": "b94f582a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", "text/plain": [ "<Figure size 640x480 with 2 Axes>" ] @@ -1931,7 +1930,7 @@ } ], "source": [ - "n = 10\n", + "n = 1000\n", "budget = 10*np.random.rand(n)\n", "volume = 500*np.random.rand(n)\n", "inconfort = [resoudre(budget[i], volume[i], 13050, 22.5) for i in range(n)]\n", @@ -1991,14 +1990,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "4e9b0c8a", - "metadata": {}, - "source": [ - "---\n" - ] - }, { "cell_type": "markdown", "id": "fa986f94", @@ -2014,7 +2005,7 @@ "source": [ "On constate pour l'intervalle 13050 que pour un pourcentage de budget allant de 0 à environ 50, la décroissance de l'inconfort est linéaire. Jusqu'à 100% du budget, la courbe ressemble davantage à une parabole. On peut s'aider de l'analyse post-optimale pour calculer la pente de la droite. Pour l'intervalle 22504, c'est sur l'intervalle $[0\\%,30\\%]$ que la droite se trouve.\n", "\n", - "Le problème peut être représenté sous la forme standard par : $\\min_x \\mathbf{c}^Tx$ tel que $Ax = b$ et $x \\ge 0$. Nous avons vu que lorsque l'on obtient la valeur optimale $x^*$ de ce problème, on peut prédire l'évolution du sommet et du coût optimaux. Dans notre cas, la quantité que l'on modifie est le budget alloué. On change donc (voir formulation) la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget \\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget$ en $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget + \\Delta b\\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget + (-\\Delta b)$, avec $\\Delta b\\gt 0$ représentant un petit incrément de budget. Or, il a été vu que si l'on modifie le membre de droite de $Ax = b$ en remplaçant $b$ par $b+\\Delta b$, le nouveau sommet (primal) devient $x_{new}^* = B^{-1}(b+\\Delta b)$ et le coût optimal est augmenté de $\\mathbf{y^{*}}^T\\Delta b$, avec $y^{*}$ la solution du dual.\n", + "Le problème peut être représenté sous la forme standard par : $\\min_x \\mathbf{c}^Tx$ tel que $Ax = b$ et $x \\ge 0$. Nous avons vu que lorsque l'on obtient la valeur optimale $x^*$ de ce problème, on peut prédire l'évolution du sommet et du coût optimaux. Dans notre cas, la quantité que l'on modifie est le budget alloué. On change donc (voir formulation) la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget \\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget$ en $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget + \\Delta b\\Leftrightarrow -\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\ge -Budget + (-\\Delta b)$, avec $\\Delta b\\gt 0$ représentant un petit incrément de budget. Or, il a été vu que si l'on modifie le membre de droite de $Ax = b$ en remplaçant $b$ par $b+\\Delta b$, le nouveau sommet (primal) devient $x_{new}^* = B^{-1}(b+\\Delta b)$ et le coût optimal est augmenté de $\\mathbf{y^{*}}^T\\Delta b$, avec $y^{*}$ la solution du dual, le tout tant que la condition d'admissibilité est satisfaite.\n", "\n", "En résolvant le problème pour un pourcentage de budget dans l'intervalle qui nous intéresse, i.e. $[0\\%,50\\%]$, on peut demander au solveur de nous fournir la variable duale associée à la contrainte $\\sum\\limits_{i=0}^{n-1}c_i(p_{n_i}+p_{r_i})\\le Budget$. Commme il n'y a qu'une contrainte incrémentée, il n'y qu'une variable duale d'intérêt.\n", "\n", @@ -2023,7 +2014,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 321, "id": "13a297f7", "metadata": {}, "outputs": [ @@ -2031,23 +2022,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Valeur duale de la contrainte de budget = 2043.7646964520766\n" + "2043.7646964520766\n" ] - }, - { - "data": { - "text/plain": [ - "9455.733996151686" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" } ], "source": [ "cout_minimal_obtenu_a_la_tache_1 = 8.182333695034458\n", - "resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)" + "print(resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))" ] }, { @@ -2064,23 +2045,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 322, "id": "7d03cc2d", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "7786.255703567915" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "7786.255703567915\n" + ] } ], "source": [ - "resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5)" + "print(resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5))" ] }, { @@ -2095,7 +2073,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 323, "id": "1359b547", "metadata": {}, "outputs": [ @@ -2103,45 +2081,87 @@ "name": "stdout", "output_type": "stream", "text": [ - "Valeur duale de la contrainte de budget = 2066.038771528725\n", - "Valeur duale de la contrainte de budget = 2043.7646964520766\n", - "Valeur duale de la contrainte de budget = 2036.042620899515\n", - "Valeur duale de la contrainte de budget = 2015.3824537180549\n", + "Variable duale = 2066.038771528725\n", + "Variable duale = 2043.7646964520766\n", + "Variable duale = 2036.042620899515\n", + "Variable duale = 2015.3824537180549\n", "\n", - "Valeur duale de la contrainte de budget = 1992.4084547788225\n", + "Variable duale = 1992.4084547788225\n", "\n", - "Valeur duale de la contrainte de budget = 1727.3669914785114\n", - "Valeur duale de la contrainte de budget = 1118.9338873755696\n", - "Valeur duale de la contrainte de budget = 892.7378006683173\n", - "Valeur duale de la contrainte de budget = 670.4271279008\n" + "Variable duale = 1727.3669914785114\n", + "Variable duale = 1118.9338873755696\n", + "Variable duale = 892.7378006683173\n", + "Variable duale = 670.4271279008\n" ] - }, + } + ], + "source": [ + "# La variable duale est constante\n", + "print(\"Variable duale =\",resoudre((10/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((40/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print()\n", + "# La variable duale commence à varier\n", + "print(\"Variable duale =\",resoudre((50/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print()\n", + "# La variable duale n'est plus une constante\n", + "print(\"Variable duale =\",resoudre((60/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((70/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((80/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))\n", + "print(\"Variable duale =\",resoudre((90/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True))" + ] + }, + { + "cell_type": "markdown", + "id": "638e2324", + "metadata": {}, + "source": [ + "On peut même en un graphique :" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "id": "f2ffe3a6", + "metadata": {}, + "outputs": [ { "data": { "text/plain": [ - "313.91528460992583" + "[<matplotlib.lines.Line2D at 0x18fdc57a9a0>]" ] }, - "execution_count": 58, + "execution_count": 324, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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vy/OtLgnA9xBiAOAIzjo1WfeO6ytJenj2WuWxmy/QoRBiAOAobht9isYNSJW/IaDb3s7V/kqf1SUBaEKIAYCjMAxDf7hqsHolx6rQW6s7pq/kWAKggyDEAMAxxEU59fKkHMW67Fqybb8enbPO6pIAiBADAMeld2qcnv3xUBmG9NbSnXp7KRvhAVYjxADAcfrBaam6d+y3E32XbN1vcUVAZCPEAEAL3D7mFF06JF31AVO3vZOrXfvZ0RewCiEGAFrAMAw9ecUgDe7u0YHqOv3irytUUVtndVlARCLEAEALRTntennSMKXEubVpb6V+9voKVfnqrS4LiDiEGAA4AWmeKP3fDWcoLsqhr3aW6edvrFC1nyADtCdCDACcoOxuHr1143DFuR1atr1Uv3jzKw6LBNoRIQYATsKQjAS98fMzFeuya/HW/brprwQZoL0QYgDgJOVkJur1n52paKddX27ep6kz8qwuCYgIhBgAaAVnZiXp/244Qw6boblri7SxqMLqkoCwR4gBgFYy8pTOuqB/iiTpX1/vtrgaIPwRYgCgFV2ZkyFJeu/rParnoEigTRFiAKAVjenbRZ1jXdpX6dPCzSVWlwOENUIMALQip92my4Z2kyT94ytuKQFtiRADAK3sypzukqTP1u9VWZXf4mqA8EWIAYBW1r9rvAakx6uuwdTsbwqsLgcIW4QYAGgDB0dj/pnLLSWgrRBiAKANXDqkm5x2Q6v3eLWhqNzqcoCwRIgBgDaQFOvS+f2a9oxhNAZoE4QYAGgjVzXtGTNzZYHq2DMGaHWEGABoI6P7dlFyp8Y9YxZsZM8YoLURYgCgjTjtNl06pHHPmPdZpQS0OkIMALShCYO6SpI+X79XtXUNFlcDhBdCDAC0oSEZCeqWEK1qf4MWbOKWEtCaCDEA0IYMw9D47DRJ0kerCy2uBggvhBgAaGPjBx68pVTMLSWgFRFiAKCNDc1IUFdPlCp99VrILSWg1RBiAKCN2WyGxmc3jsZ8vKbI4mqA8EGIAYB2cPGgxnkxn63bK189t5SA1kCIAYB2MDQjUWnxUarw1evLTfusLgcIC4QYAGgHNpuhi1ilBLQqQgwAtJOLmza+m7eeW0pAayDEAEA7yemRqNR4typq6/WfLdxSAk4WIQYA2sl3Vyl9uIpVSsDJIsQAQDs6uHvvvHVFbHwHnCRCDAC0o2E9k9QtIVrltfX62/JdVpcDhDRCDAC0I7vN0O3nnSJJemH+VkZjgJNAiAGAdnZVToa6JUSrpMKnd5YxGgOcKEIMALQzl8OmO84/VZL04vytqvEzGgOcCEIMAFjgypzu6p4YrX2VPr29dKfV5QAhiRADABZw2m2a0jQa89KCrar211tcERB6CDEAYJHLT++uHkkx2l/l11tLGI0BWooQAwAWcdq/nRvz8sJtqvIxGgO0BCEGACx0+dBuyuwco9IqP3NjgBYixACAhRx2m24f07hvzLsr8mWapsUVAaGDEAMAFrt4ULqinDZt21el1Xu8VpcDhAxCDABYrJPboQv7p0qSZq0ssLgaIHQQYgCgA7hsSDdJ0pxVBWoIcEsJOB6EGADoAM7t00UJMU6VVPi0eOs+q8sBQgIhBgA6AJfDposHdpXELSXgeBFiAKCDuGxo4y2lT9YWcbo1cBwIMQDQQeT0SFS3hGhV+ur12fq9VpcDdHiEGADoIGw2Q5cOSZfELSXgeLQ4xCxcuFCXXHKJ0tPTZRiGZs2a1ez5G264QYZhNHuMGDGiWRufz6cpU6YoOTlZsbGxmjhxonbv3t2sTVlZmSZNmiSPxyOPx6NJkybpwIEDLX6DABBKDt5SWrCpWGVVfourATq2FoeYqqoqDR48WM8999wR21x00UUqLCwMPj766KNmz0+dOlUzZ87UjBkztGjRIlVWVmrChAlqaPj2HvB1112nvLw8zZ07V3PnzlVeXp4mTZrU0nIBIKT0SY1T/67xqmsw9eHqQqvLATo0R0t/YPz48Ro/fvxR27jdbqWlpR32Oa/Xq9dee01vvfWWLrzwQknS22+/rYyMDH322WcaN26c1q9fr7lz52rp0qUaPny4JOnVV1/VyJEjtXHjRvXt27elZQNAyLhsSLrWF5br/bw9un5EptXlAB1Wm8yJmT9/vlJSUtSnTx/ddNNNKi4uDj6Xm5ururo6jR07NngtPT1d2dnZWrx4sSRpyZIl8ng8wQAjSSNGjJDH4wm2+T6fz6fy8vJmDwAIRROHpMswpBU7yrR9X5XV5QAdVquHmPHjx+udd97Rv//9bz399NNasWKFzj//fPl8PklSUVGRXC6XEhMTm/1camqqioqKgm1SUlIOee2UlJRgm++bNm1acP6Mx+NRRkZGK78zAGgfXT3RGtOniyTpuX9vsbgaoONq9RBzzTXX6OKLL1Z2drYuueQSffzxx9q0aZM+/PDDo/6caZoyDCP4/Xf/fKQ23/Xggw/K6/UGH/n5+Sf3RgDAQndd2EeSNHPlbm0rqbS4GqBjavMl1l27dlVmZqY2b94sSUpLS5Pf71dZWVmzdsXFxUpNTQ222bv30D0SSkpKgm2+z+12Kz4+vtkDAELVkIwEXdg/RQFT+vPnm60uB+iQ2jzE7N+/X/n5+eratXE77ZycHDmdTs2bNy/YprCwUGvWrNGoUaMkSSNHjpTX69Xy5cuDbZYtWyav1xtsAwDhbmrTaMz73xRo894Ki6sBOp4Wh5jKykrl5eUpLy9PkrR9+3bl5eVp165dqqys1L333qslS5Zox44dmj9/vi655BIlJyfrRz/6kSTJ4/Hoxhtv1D333KPPP/9cK1eu1PXXX6+BAwcGVyv1799fF110kW666SYtXbpUS5cu1U033aQJEyawMglAxMju5tG4AakyTelZRmOAQ7Q4xHz11VcaOnSohg4dKkm6++67NXToUP32t7+V3W7X6tWrdemll6pPnz6aPHmy+vTpoyVLliguLi74Gn/84x912WWX6eqrr9ZZZ52lmJgYzZkzR3a7PdjmnXfe0cCBAzV27FiNHTtWgwYN0ltvvdUKbxkAQsfB0ZgPVxVqQxGrLoHvMkzTNK0uoi2Ul5fL4/HI6/UyPwZASPvl9K/14apCXTQgTS9NyrG6HKBNteTzm7OTAKCDm3pBbxmGNHdtkdbs8VpdDtBhEGIAoIPrnRqniYMbD4b847xNFlcDdByEGAAIAXdd0Fs2Q/p8Q7FW7io79g8AEYAQAwAhoFeXTrri9O6SpGcYjQEkEWIAIGTceUFvOe2Gvty8T0u37be6HMByhBgACBEZSTG65ozGc+Ge+XSTwnRxKXDcCDEAEELuOK+3XA6blu8o1Zeb91ldDmApQgwAhJA0T5QmjciUJD396UZGYxDRCDEAEGJuG3OKop12fbPbq8/WF1tdDmAZQgwAhJjkTm797KyekhpHYwIBRmMQmQgxABCCbj63l+LcDm0oqtBHawqtLgewBCEGAEJQQoxLN56TJUn602ebGY1BRCLEAECI+tlZWYqPcmhzcaU+XM1oDCIPIQYAQpQn2qkbz+4lSfrT55vVwGgMIgwhBgBC2M/O7qn4KIe2MBqDCESIAYAQFh/l1C/OaRqN+WwTozGIKIQYAAhxPzurpzzRTm0tqdIHqwqsLgdoN4QYAAhxcVFO3XRwpRJzYxBBCDEAEAYmj+qphBintpVUac43jMYgMhBiACAMNI7GNM6NeXreRlX56i2uCGh7hBgACBOTR/VUt4Ro5ZfWaNrH660uB2hzhBgACBOd3A49deUgSdLbS3fpy80lFlcEtC1CDACEkbNOTdbkkZmSpF/9c5XKa+ssrghoO4QYAAgz94/vp56dY1TordWjc9ZZXQ7QZggxABBmYlwO/eGqwTIM6Z+5uzVv3V6rSwLaBCEGAMLQsJ5JurlptdKD761WaZXf4oqA1keIAYAw9V8/6KPeKZ20r9KnP3y60epygFZHiAGAMBXltOvxywdKkmYs36X1heUWVwS0LkIMAISxM3om6eJBXRUwpUfnrJNpciQBwgchBgDC3AMX9ZPLYdOSbfuZ5IuwQogBgDCXkRQTPCDysY/Wy1ffYHFFQOsgxABABLhtzKnqEufWzv3V+uvinVaXA7QKQgwARIBObofuG9dXkvTnzzdrX6XP4oqAk0eIAYAIceXp3ZXdLV4Vvno9/ekmq8sBThohBgAihM1m6LcTBkiS3l2xS5v3VlhcEXByCDEAEEHOzErSuAGpCpjSU5+wAR5CGyEGACLMfeP6yW4zNG/dXn21o9TqcoATRogBgAhzakonXT0sQ5I07eMNbICHkEWIAYAINPXC3opy2pS7s0yfsgEeQhQhBgAiUGp8lH5xduMp10/N3aD6hoDFFQEtR4gBgAh1y+heSoxxamtJlf6Ru9vqcoAWI8QAQISKi3Jqyvm9JUl/nLdJNX6OI0BoIcQAQAT7yYgeykiKVnGFT28t3WF1OUCLEGIAIIK5HXZNOa9xNOatpTvVEGClEkIHIQYAItzEIenyRDuVX1qjhZtKrC4HOG6EGACIcFFOu67K6S6pcTQGCBWEGACAfjIiU5L0xcZi5ZdWW1wNcHwIMQAAZSXH6pzeyTJNafryXVaXAxwXQgwAQJJ0fdNozLsr8uWrZ7k1Oj5CDABAknRBvxR19USptMqvj1cXWV0OcEyEGACAJMlht+m6M3tIYoIvQgMhBgAQdM2ZGXLYDOXuLNO6gnKrywGOihADAAhKiYvSuOw0SdLbyxiNQcdGiAEANDOpaYLvrJV7VFxRa3E1wJERYgAAzQzPStLg7h5V+xv02IfrrS4HOCJCDACgGcMw9PvLBspmSO/nFeg/W/ZZXRJwWIQYAMAhBnb36Kcje0qSfjNrjWrr2DcGHQ8hBgBwWHeP7aMucW5t31ellxdss7oc4BCEGADAYcVHOfXbCadJkp6fv0U79lVZXBHQHCEGAHBEEwZ11Tm9k+WvD+i/318j0zStLgkIIsQAAI7IMAz9v0uz5XLY9OXmffpn7m6rSwKCCDEAgKPqmRyrO847VZJ0/79WEWTQYRBiAADH9MvzTtXVw7orYEr3/uMbvbl4h9UlAYQYAMCx2W2Gnrh8kH5+VpYk6Xez1+r5L7YwRwaWIsQAAI6LzWbovyf0110X9JYk/c8nG/XExxsUCBBkYA1CDADguBmGof/6QR/95uL+kqSXF27T7e98rSpfvcWVIRIRYgAALfaLc3rpD1cNlstu09y1RbrixcXatb/a6rIQYQgxAIATcmVOd/3t5hHqEufWhqIKTXx+kRZzzhLaESEGAHDCcjITNeeOszW4u0cHqus06f+Wa/qyXVaXhQjR4hCzcOFCXXLJJUpPT5dhGJo1a1az503T1MMPP6z09HRFR0drzJgxWrt2bbM2Pp9PU6ZMUXJysmJjYzVx4kTt3t1834GysjJNmjRJHo9HHo9HkyZN0oEDB1r8BgEAbSvNE6V3bxmpHw3tpoaAqV/PXK23luywuixEgBaHmKqqKg0ePFjPPffcYZ9/6qmn9Mwzz+i5557TihUrlJaWph/84AeqqKgItpk6dapmzpypGTNmaNGiRaqsrNSECRPU0PDtKanXXXed8vLyNHfuXM2dO1d5eXmaNGnSCbxFAEBbi3La9czVg3XLub0kSf/9/lr9lSCDtmaeBEnmzJkzg98HAgEzLS3NfOKJJ4LXamtrTY/HY7700kumaZrmgQMHTKfTac6YMSPYZs+ePabNZjPnzp1rmqZprlu3zpRkLl26NNhmyZIlpiRzw4YNx1Wb1+s1JZler/dk3iIAoAUCgYD5+IfrzMz7PzAz7//AfHPxdqtLQohpyed3q86J2b59u4qKijR27NjgNbfbrdGjR2vx4sWSpNzcXNXV1TVrk56eruzs7GCbJUuWyOPxaPjw4cE2I0aMkMfjCbb5Pp/Pp/Ly8mYPAED7MgxDD4zvFxyR+S0jMmhDrRpiioqKJEmpqanNrqempgafKyoqksvlUmJi4lHbpKSkHPL6KSkpwTbfN23atOD8GY/Ho4yMjJN+PwCAljtckHnwvdXsJYNW1yarkwzDaPa9aZqHXPu+77c5XPujvc6DDz4or9cbfOTn559A5QCA1nAwyNx5fuPBkX9bvkvj//SlVuwotbgyhJNWDTFpaWmSdMhoSXFxcXB0Ji0tTX6/X2VlZUdts3fv3kNev6Sk5JBRnoPcbrfi4+ObPQAA1jEMQ3eP7avpNw1Xt4Ro7Sqt1tUvL9G0j9artq7h2C8AHEOrhpisrCylpaVp3rx5wWt+v18LFizQqFGjJEk5OTlyOp3N2hQWFmrNmjXBNiNHjpTX69Xy5cuDbZYtWyav1xtsAwAIDaNOSdbHU8/RVTndZZqNRxVc8pdF+ib/gNWlIcQ5WvoDlZWV2rJlS/D77du3Ky8vT0lJSerRo4emTp2qxx9/XL1791bv3r31+OOPKyYmRtddd50kyePx6MYbb9Q999yjzp07KykpSffee68GDhyoCy+8UJLUv39/XXTRRbrpppv08ssvS5JuvvlmTZgwQX379m2N9w0AaEfxUU79z1WDNXZAmh58b5U2F1fq8hcX65Zze+muC3vL7bBbXSJCkGGaLTtHff78+TrvvPMOuT558mS98cYbMk1TjzzyiF5++WWVlZVp+PDhev7555WdnR1sW1tbq/vuu0/Tp09XTU2NLrjgAr3wwgvNJuOWlpbqzjvv1OzZsyVJEydO1HPPPaeEhITjqrO8vFwej0der5dbSwDQgZRW+fW72Ws155sCSVLvlE76w1WDNTgjwdrC0CG05PO7xSEmVBBiAKBjm7umUL+ZtUb7Kv2yGdL5/VJ07Zk9NLpPFznsnIoTqQgxIsQAQCgoq/Lr4Tlr9X5eQfBaV0+UrhqWoevO7KE0T5SF1cEKhBgRYgAglGwtqdSM5bv0z9zdKquukyTFuOx6cHw//WR4pmy2o2/TgfBBiBEhBgBCka++QZ+s3av/W7RdeU2rl0b0StJTVwxWj84x1haHdtGSz29uOgIAOgy3w66Jg9P13m2j9PAlpynaadfSbaUa9+xCvbl4hwKBsPz/bpwgQgwAoMOx2QzdcFaW5k49R8OzklRT16DfzV6rG95YoX2VPqvLQwdBiAEAdFiZnWP1t5tG6JGJA+R22LRwU4l++KcvtWTrfqtLQwdAiAEAdGg2m6HJo3pq9h1n69SUTiqu8Okn/7tUz362SQ3cXopohBgAQEjomxan2XecpatyuitgSs9+tlmXv/AfTV+2S2VVfqvLgwVYnQQACDnvfb1bv5m1RtX+xoMkHTZD5/bpoomD0zV+YBrHGIQwlliLEAMA4a7QW6NZKws0+5sCrS8sD17PSo7VY5dla9SpyRZWhxNFiBEhBgAiyZbiCs3OK9DfVuSrpKJx9dKPhnbTQxf3V3Int8XVoSUIMSLEAEAkKq+t0x8+2ai3lu6UaUqeaKfuGdtHEwenKyHGZXV5OA6EGBFiACCS5eUf0K/fW611TbeZ7DZDw7OSNG5Amn5wWqrSE6ItrhBHQogRIQYAIl19Q0BvLd2pd1fka0NRRbPnJgzqqkcvzVZSLKMzHQ0hRoQYAMC3du6v0qdr9+qTtUXK3VUm05SSO7n15BUDdUH/VKvLw3cQYkSIAQAc3urdXt399zxtLq6UJF09rLv+e8JpiotyWlwZJA6ABADgiAZ292jOlLN10zlZMgzp71/t1kXPfqlP1hYpTP+/PmwRYgAAESfKaddDF5+mGTeNUEZStPYcqNEtb+Vq0mvLtXlvxbFfAB0CIQYAELGG9+qsT6aeqzvOO1Uuu02LtuzTRX/6Uo/MWStvTZ3V5eEYmBMDAIAaJ//+/sP1mrdurySpc6xL91/UT1fmdJfNZlhcXeRgYq8IMQCAE7NwU4kembNWW0uqJEmDMxL0yMQBGpKRYG1hEYIQI0IMAODE+esDenPxDv3p882q9NVLYhVTe2F1EgAAJ8HlsOmmc3vp3/eM1uWnd5PUuIrpuleXaX+lz+LqcBAhBgCAI0iJj9IzVw/R328ZqaRYl1bv8eqql5eo4ECN1aVBhBgAAI7pzKwk/f2WkUr3RGlbSZWufHGxtpZUWl1WxCPEAABwHE5N6aR/3DZKvbrEqsBbq6teWqLVu71WlxXRCDEAABynbgnR+sctIzWwm0elVX5d8dJivbJwqxoCYblGpsMjxAAA0AKdO7k1/abhOr9fivz1AT3+0QZd9dJibeP2UrsjxAAA0EJxUU69NnmYnrpikDq5Hfp61wGN/9OX+t8vtynAqEy7IcQAAHACDMPQ1Wdk6JP/Olfn9E6Wrz6g33+4Xre/87Vq6xqsLi8iEGIAADgJ3RKi9defn6nfX5Ytl92muWuLdP3/LlNZld/q0sIeIQYAgJNkGIauH5Gpv954puKjHPpqZ5mueGmx8kurrS4trBFiAABoJSN6ddY/bxsV3E/mRy8sZhl2GyLEAADQivqkxmnmL89S/67x2lfp07WvLmVjvDZCiAEAoJWlxkfp77eM0LDMRFX66nXrW7mqajpIEq2HEAMAQBuIi3LqhetPV0qcW5uLK/XAe6tlmiy/bk2EGAAA2khKXJSe/8npctgMzfmmQG8s3mF1SWGFEAMAQBs6o2eSHvxhf0nSYx+u11c7Si2uKHwQYgAAaGM/P6unJgzqqvqAqdvf+VrFFbVWlxQWCDEAALQxwzD05BWD1Dulk4orfLr1rVx29W0FhBgAANpBrNuhlyblKC6q8aylB/61iom+J4kQAwBAOzmlSye9+JMc2W2GZuUV6Ll/b7G6pJBGiAEAoB2d3TtZ/+/SbEnS0/M26YNVBRZXFLoIMQAAtLPrhvfQjWdnSZLu+fs3yss/YG1BIYoQAwCABX79w/46v1+KfPUB3fTXr1ixdAIIMQAAWMBuM/Tna4eqb2qcSip8uu8fTPRtKUIMAAAW6eR26C/XDZXbYdOCTSV6kx19W4QQAwCAhfqkxunXTTv6Pv7xBm3aW2FxRaGDEAMAgMV+OjJT5/XtIn99QHf+bSUb4R0nQgwAABYzDENPXTlYnWNd2lBUof/5ZKPVJYUEQgwAAB1Alzi3nrpykCTptUXbtXBTicUVdXyEGAAAOogL+qdq0ohMSdJDs1ZzW+kYCDEAAHQgD/6wn1Lj3covrdHr/9lhdTkdGiEGAIAOJMbl0P0X9ZMkPffvzWyCdxSEGAAAOpjLhnTT4IwEVfkb9PQnm6wup8MixAAA0MHYbIZ+O+E0SdLfc/O1Zo/X4oo6JkIMAAAdUE5moiYOTpdpSo9+sI4jCQ6DEAMAQAf1wPh+inLatHx7qeauKbK6nA6HEAMAQAeVnhCtm889RZL02EfrWXL9PYQYAAA6sFtH91JafJR2l9XoiY83WF1Oh0KIAQCgA4txOTTtioGSpDcW79Cna7mtdBAhBgCADu68vim6+dxekqT7/rlKew7UWFxRx0CIAQAgBNw7tq8Gd/fIW1Onu/62UvUNAatLshwhBgCAEOBy2PSXa09XnNuhr3aW6U+fb7a6JMsRYgAACBE9Osfo8csb58c898UWLd6yz+KKrEWIAQAghFwyOF0/PiNDpind/96qiL6tRIgBACDE/PaS09Q51qX80hrNWVVgdTmWIcQAABBiYlwO/fzsLEnSC19sVSAQmUcStHqIefjhh2UYRrNHWlpa8HnTNPXwww8rPT1d0dHRGjNmjNauXdvsNXw+n6ZMmaLk5GTFxsZq4sSJ2r17d2uXCgBAyJo0MlNxboc2F1dq3vq9VpdjiTYZiRkwYIAKCwuDj9WrVwefe+qpp/TMM8/oueee04oVK5SWlqYf/OAHqqioCLaZOnWqZs6cqRkzZmjRokWqrKzUhAkT1NDAdssAAEhSfJRTPx2VKUl64YstEXlAZJuEGIfDobS0tOCjS5cukhpHYZ599lk99NBDuvzyy5Wdna0333xT1dXVmj59uiTJ6/Xqtdde09NPP60LL7xQQ4cO1dtvv63Vq1frs88+a4tyAQAIST8/K0tRTpu+2e3VoghcqdQmIWbz5s1KT09XVlaWfvzjH2vbtm2SpO3bt6uoqEhjx44NtnW73Ro9erQWL14sScrNzVVdXV2zNunp6crOzg62ORyfz6fy8vJmDwAAwlnnTm5de2YPSdLzX2yxuJr21+ohZvjw4frrX/+qTz75RK+++qqKioo0atQo7d+/X0VFjec9pKamNvuZ1NTU4HNFRUVyuVxKTEw8YpvDmTZtmjweT/CRkZHRyu8MAICO56ZzeslpN7R0W6lyd5ZaXU67avUQM378eF1xxRUaOHCgLrzwQn344YeSpDfffDPYxjCMZj9jmuYh177vWG0efPBBeb3e4CM/P/8k3gUAAKEhPSFalw/tLqlxpVIkafMl1rGxsRo4cKA2b94cXKX0/RGV4uLi4OhMWlqa/H6/ysrKjtjmcNxut+Lj45s9AACIBLeOOUU2Q/p8Q7HW7PFaXU67afMQ4/P5tH79enXt2lVZWVlKS0vTvHnzgs/7/X4tWLBAo0aNkiTl5OTI6XQ2a1NYWKg1a9YE2wAAgG9lJcdqwqB0SdJjH66PmJVKrR5i7r33Xi1YsEDbt2/XsmXLdOWVV6q8vFyTJ0+WYRiaOnWqHn/8cc2cOVNr1qzRDTfcoJiYGF133XWSJI/HoxtvvFH33HOPPv/8c61cuVLXX3998PYUAAA41H3j+srlsGnJtv36ZO2R55CGE0drv+Du3bt17bXXat++ferSpYtGjBihpUuXKjOzcS37r371K9XU1Oj2229XWVmZhg8frk8//VRxcXHB1/jjH/8oh8Ohq6++WjU1Nbrgggv0xhtvyG63t3a5AACEhYykGN1ybi/95d9b9PsP12tM3xRFOcP7c9Mww3TMqby8XB6PR16vl/kxAICIUO2v1/l/WKCi8lrdO7aP7ji/t9UltVhLPr85OwkAgDAR43LowR/2kyQ9/8VWFXlrLa6obRFiAAAIIxMHpysnM1E1dQ164uP1VpfTpggxAACEEcMw9PAlA2QY0qy8grDeAI8QAwBAmBnY3aOrcho3wHv0g/Bdck2IAQAgDN03rp9cDpu+yT+gNXvC8zxBQgwAAGGoS5xbFw1o3Cn/3a92WVxN2yDEAAAQpq4e1ngY8vt5Baqta7C4mtZHiAEAIEyNOqWzuidGq6K2Xh+vKbS6nFZHiAEAIEzZbIauymkcjXl3Rb7F1bQ+QgwAAGHsymHdZRjS0m2l2rm/yupyWhUhBgCAMNYtIVrn9O4iSfr7V+E1GkOIAQAgzF3TNMH3n7m7Vd8QsLia1kOIAQAgzF14WooSY5zaW+7Tws0lVpfTaggxAACEObfDrh8NbdzBN5wm+BJiAACIANec0XhL6fP1xSqp8FlcTesgxAAAEAH6psVpcEaC6gOmZq3cY3U5rYIQAwBAhDh4KORMQgwAAAglFw/sKofN0LrCcm3aW2F1OSeNEAMAQIRIjHVpTN8USQqLW0qEGAAAIsiPhnaT1HgoZCBgWlzNySHEAAAQQS7on6JObof2HKjRVzvLrC7npBBiAACIIFFOu8Znp0kK/Qm+hBgAACLMwVtKH64qkK++weJqThwhBgCACDO8V2elxrtVXluvLzaE7jEEhBgAACKM3Wbo0iEHJ/iG7i0lQgwAABHosqYQ8/n6Ynlr6iyu5sQQYgAAiED9u8apT2on+RsC+nh1odXlnBBCDAAAEcgwDF3WNMF3VojeUiLEAAAQoQ7Oi1m6rTQkT7YmxAAAEKG6JURrQHq8JOnLzaG3SokQAwBABDu3TxdJ0sJNhBgAABBCRjeFmC837wu5s5QIMQAARLDTeyQq1mXX/iq/1haUW11OixBiAACIYC6HTSNPSZYkLQyxeTGEGAAAItzoPo0hZkGIzYshxAAAEOEOTu79emeZKmpDZ/deQgwAABEus3OsenaOUX3A1OKt+60u57gRYgAAQEgutSbEAAAAndu7KcRsLpFphsZSa0IMAADQyFM6y2k3lF9aox37q60u57gQYgAAgGLdDg3LTJIkLdhYbHE1x4cQAwAAJH1nXszmfRZXcnwIMQAAQJJ0btN+MUu27pevvsHiao6NEAMAACRJ/dPildzJrZq6BuXuKLO6nGMixAAAAEmSzWYER2MWhMARBIQYAAAQNKrpHKWvGIkBAACh5PQeCZKk1Xu88tcHrC3mGAgxAAAgKCs5VokxTvnrA1pXWG51OUdFiAEAAEGGYWhoj0RJjQdCdmSEGAAA0MzQjARJ0te7CDEAACCEnJ7ZOBKzctcBaws5BkIMAABoZnBGgmyGtOdAjfaW11pdzhERYgAAQDOd3A71SY2T1LHnxRBiAADAIYK3lPIPWFvIURBiAADAIU4PgRVKhBgAAHCIg5vererAm94RYgAAwCFCYdM7QgwAADhEKGx6R4gBAACHdfCWUkfd9I4QAwAADuvg5N6OuukdIQYAABzWoA6+6R0hBgAAHNZ3N71b2QFvKRFiAADAER3c9O7rDnhLiRADAACOqCNvekeIAQAAR9SRN70jxAAAgCPKSo5Vcie3/PUBTV+20+pymiHEAACAIzIMQ3dd2FuS9NQnG7XnQI3FFX2LEAMAAI7qJ2f20Bk9E1Xtb9BDM1fLNE2rS5IUAiHmhRdeUFZWlqKiopSTk6Mvv/zS6pIAAIgoNpuhaZcPkstu0/yNJXo/r8DqkiR18BDz7rvvaurUqXrooYe0cuVKnXPOORo/frx27dpldWkAAESUU1M66c4LTpUkPTJnrfZX+iyuqIOHmGeeeUY33nijfvGLX6h///569tlnlZGRoRdffNHq0gAAiDg3n3uK+qXFqay6To9+sM7qcjpuiPH7/crNzdXYsWObXR87dqwWL158SHufz6fy8vJmDwAA0HpcDpuevGKQbIb0fl6BvthQbGk9HTbE7Nu3Tw0NDUpNTW12PTU1VUVFRYe0nzZtmjweT/CRkZHRXqUCABAxBmck6OdnZUmSfjt7jeobrNs7psOGmIMMw2j2vWmah1yTpAcffFBerzf4yM/Pb68SAQCIKHeP7aMfnJaq5687XQ67dVHCYdlvPobk5GTZ7fZDRl2Ki4sPGZ2RJLfbLbfb3V7lAQAQsWJcDr3602FWl9FxR2JcLpdycnI0b968ZtfnzZunUaNGWVQVAADoKDrsSIwk3X333Zo0aZKGDRumkSNH6pVXXtGuXbt06623Wl0aAACwWIcOMddcc43279+vRx99VIWFhcrOztZHH32kzMxMq0sDAAAWM8yOsndwKysvL5fH45HX61V8fLzV5QAAgOPQks/vDjsnBgAA4GgIMQAAICQRYgAAQEgixAAAgJBEiAEAACGJEAMAAEISIQYAAIQkQgwAAAhJhBgAABCSOvSxAyfj4EbE5eXlFlcCAACO18HP7eM5UCBsQ0xFRYUkKSMjw+JKAABAS1VUVMjj8Ry1TdienRQIBFRQUKC4uDgZhnHCr1NeXq6MjAzl5+dzBlMbo6/bD33dfujr9kV/t5+26mvTNFVRUaH09HTZbEef9RK2IzE2m03du3dvtdeLj4/nX4h2Ql+3H/q6/dDX7Yv+bj9t0dfHGoE5iIm9AAAgJBFiAABASCLEHIPb7dbvfvc7ud1uq0sJe/R1+6Gv2w993b7o7/bTEfo6bCf2AgCA8MZIDAAACEmEGAAAEJIIMQAAICQRYgAAQEgixBzDCy+8oKysLEVFRSknJ0dffvml1SWFtGnTpumMM85QXFycUlJSdNlll2njxo3N2pimqYcffljp6emKjo7WmDFjtHbtWosqDh/Tpk2TYRiaOnVq8Bp93br27Nmj66+/Xp07d1ZMTIyGDBmi3Nzc4PP0d+uor6/Xb37zG2VlZSk6Olq9evXSo48+qkAgEGxDX5+YhQsX6pJLLlF6eroMw9CsWbOaPX88/erz+TRlyhQlJycrNjZWEydO1O7du9umYBNHNGPGDNPpdJqvvvqquW7dOvOuu+4yY2NjzZ07d1pdWsgaN26c+frrr5tr1qwx8/LyzIsvvtjs0aOHWVlZGWzzxBNPmHFxcea//vUvc/Xq1eY111xjdu3a1SwvL7ew8tC2fPlys2fPnuagQYPMu+66K3idvm49paWlZmZmpnnDDTeYy5YtM7dv325+9tln5pYtW4Jt6O/W8fvf/97s3Lmz+cEHH5jbt283//GPf5idOnUyn3322WAb+vrEfPTRR+ZDDz1k/utf/zIlmTNnzmz2/PH066233mp269bNnDdvnvn111+b5513njl48GCzvr6+1eslxBzFmWeead56663NrvXr18984IEHLKoo/BQXF5uSzAULFpimaZqBQMBMS0szn3jiiWCb2tpa0+PxmC+99JJVZYa0iooKs3fv3ua8efPM0aNHB0MMfd267r//fvPss88+4vP0d+u5+OKLzZ///OfNrl1++eXm9ddfb5omfd1avh9ijqdfDxw4YDqdTnPGjBnBNnv27DFtNps5d+7cVq+R20lH4Pf7lZubq7Fjxza7PnbsWC1evNiiqsKP1+uVJCUlJUmStm/frqKiomb97na7NXr0aPr9BP3yl7/UxRdfrAsvvLDZdfq6dc2ePVvDhg3TVVddpZSUFA0dOlSvvvpq8Hn6u/WcffbZ+vzzz7Vp0yZJ0jfffKNFixbphz/8oST6uq0cT7/m5uaqrq6uWZv09HRlZ2e3Sd+H7QGQJ2vfvn1qaGhQampqs+upqakqKiqyqKrwYpqm7r77bp199tnKzs6WpGDfHq7fd+7c2e41hroZM2YoNzdXX3311SHP0deta9u2bXrxxRd1991369e//rWWL1+uO++8U263Wz/96U/p71Z0//33y+v1ql+/frLb7WpoaNBjjz2ma6+9VhJ/t9vK8fRrUVGRXC6XEhMTD2nTFp+dhJhjMAyj2femaR5yDSfmjjvu0KpVq7Ro0aJDnqPfT15+fr7uuusuffrpp4qKijpiO/q6dQQCAQ0bNkyPP/64JGno0KFau3atXnzxRf30pz8NtqO/T967776rt99+W9OnT9eAAQOUl5enqVOnKj09XZMnTw62o6/bxon0a1v1PbeTjiA5OVl2u/2Q5FhcXHxICkXLTZkyRbNnz9YXX3yh7t27B6+npaVJEv3eCnJzc1VcXKycnBw5HA45HA4tWLBAf/7zn+VwOIL9SV+3jq5du+q0005rdq1///7atWuXJP5ut6b77rtPDzzwgH784x9r4MCBmjRpkv7rv/5L06ZNk0Rft5Xj6de0tDT5/X6VlZUdsU1rIsQcgcvlUk5OjubNm9fs+rx58zRq1CiLqgp9pmnqjjvu0Hvvvad///vfysrKavZ8VlaW0tLSmvW73+/XggUL6PcWuuCCC7R69Wrl5eUFH8OGDdNPfvIT5eXlqVevXvR1KzrrrLMO2S5g06ZNyszMlMTf7dZUXV0tm635x5fdbg8usaav28bx9GtOTo6cTmezNoWFhVqzZk3b9H2rTxUOIweXWL/22mvmunXrzKlTp5qxsbHmjh07rC4tZN12222mx+Mx58+fbxYWFgYf1dXVwTZPPPGE6fF4zPfee89cvXq1ee2117I0spV8d3WSadLXrWn58uWmw+EwH3vsMXPz5s3mO++8Y8bExJhvv/12sA393TomT55sduvWLbjE+r333jOTk5PNX/3qV8E29PWJqaioMFeuXGmuXLnSlGQ+88wz5sqVK4NbixxPv956661m9+7dzc8++8z8+uuvzfPPP58l1lZ5/vnnzczMTNPlcpmnn356cCkwToykwz5ef/31YJtAIGD+7ne/M9PS0ky3222ee+655urVq60rOox8P8TQ161rzpw5ZnZ2tul2u81+/fqZr7zySrPn6e/WUV5ebt51111mjx49zKioKLNXr17mQw89ZPp8vmAb+vrEfPHFF4f9b/TkyZNN0zy+fq2pqTHvuOMOMykpyYyOjjYnTJhg7tq1q03qNUzTNFt/fAcAAKBtMScGAACEJEIMAAAISYQYAAAQkggxAAAgJBFiAABASCLEAACAkESIAQAAIYkQAwAAQhIhBgAAhCRCDAAACEmEGAAAEJIIMQAAICT9f2sn2IUXDOCKAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# La variable duale est constante\n", - "resoudre((10/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((20/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((30/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((40/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "print()\n", - "# La variable duale commence à varier\n", - "resoudre((50/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "print()\n", - "# La variable duale n'est plus une constante\n", - "resoudre((60/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((70/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((80/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", - "resoudre((90/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)" + "pourcentage = np.arange(1,101)\n", + "y = []\n", + "for i in pourcentage:\n", + " dual = resoudre((i/100)*cout_minimal_obtenu_a_la_tache_1, 360, 13050, 22.5, True)\n", + " y.append(dual)\n", + "plt.plot(pourcentage,y)" + ] + }, + { + "cell_type": "markdown", + "id": "741ea41c", + "metadata": {}, + "source": [ + "Cela confirme ce que l'on pensait. La variable duale est (pratiquement) constante dans l'intervalle de pourcentage $[0\\%,50\\%]$. Ensuite, elle décroit jusqu'à atteindre 0, ce qui signifie que la contrainte de budget associée n'est plus nécessairement serrée (c'est logique puisqu'on utilise 100$\\%$ du budget minimal à allouer pour avoir un inconfort nul)." ] }, { @@ -2184,6 +2204,14 @@ "- 2023-05-12 v2 avec le format attendu (notebook) pour le rapport final\n", "- 2023-05-12 v2.1 précisions supplémentaire pour quelques questions" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "73344bf0", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": {