diff --git a/examples/black_scholes_calculator.ipynb b/examples/black_scholes_calculator.ipynb index 0d43073..e3eaa4f 100644 --- a/examples/black_scholes_calculator.ipynb +++ b/examples/black_scholes_calculator.ipynb @@ -43,7 +43,7 @@ "output_type": "stream", "text": [ "Python version: 3.11.9 | packaged by Anaconda, Inc. | (main, Apr 19 2024, 16:40:41) [MSC v.1916 64 bit (AMD64)]\n", - "OptionLab version: 1.4.1\n" + "OptionLab version: 1.4.2\n" ] } ], @@ -106,7 +106,7 @@ "output_type": "stream", "text": [ "CPU times: total: 0 ns\n", - "Wall time: 5.82 ms\n" + "Wall time: 0 ns\n" ] } ], diff --git a/examples/calendar_spread.ipynb b/examples/calendar_spread.ipynb index dc69904..9def504 100644 --- a/examples/calendar_spread.ipynb +++ b/examples/calendar_spread.ipynb @@ -47,7 +47,7 @@ "output_type": "stream", "text": [ "Python version: 3.11.9 | packaged by Anaconda, Inc. | (main, Apr 19 2024, 16:40:41) [MSC v.1916 64 bit (AMD64)]\n", - "OptionLab version: 1.4.1\n" + "OptionLab version: 1.4.2\n" ] } ], @@ -119,8 +119,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 266 ms\n", - "Wall time: 254 ms\n" + "CPU times: total: 406 ms\n", + "Wall time: 492 ms\n" ] } ], @@ -150,7 +150,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -179,8 +179,6 @@ "text": [ "Probability of profit: 0.599111819020198\n", "Profit ranges: [(118.87, 136.15)]\n", - "Expected profit: 2960.0\n", - "Expected loss: -835.99\n", "Per leg cost: [4600.0, -5900.0]\n", "Strategy cost: -1300.0\n", "Minimum return in the domain: -1300.0000000000146\n", diff --git a/examples/call_spread.ipynb b/examples/call_spread.ipynb index 1124769..53478e0 100644 --- a/examples/call_spread.ipynb +++ b/examples/call_spread.ipynb @@ -164,8 +164,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 32.3 s\n", - "Wall time: 33.7 s\n" + "CPU times: total: 29.4 s\n", + "Wall time: 30.4 s\n" ] } ], @@ -240,9 +240,7 @@ "Maximum profit: 5.00\n", "Profitable stock price range:\n", " 304.96 ---> inf\n", - "Probability of Profit (PoP): 99.1\n", - "Expected profit: 5.00\n", - "Expected loss: -503.00\n" + "Probability of Profit (PoP): 99.1\n" ] } ], @@ -255,9 +253,7 @@ "for low, high in out.profit_ranges:\n", " print(f\" {low:.2f} ---> {high:.2f}\")\n", "\n", - "print(f\"Probability of Profit (PoP): {out.probability_of_profit * 100.0:.1f}\")\n", - "print(f\"Expected profit: {out.expected_profit:.2f}\")\n", - "print(f\"Expected loss: {out.expected_loss:.2f}\")" + "print(f\"Probability of Profit (PoP): {out.probability_of_profit * 100.0:.1f}\")" ] }, { @@ -273,7 +269,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 9, @@ -282,7 +278,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -387,8 +383,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 30.1 s\n", - "Wall time: 31 s\n" + "CPU times: total: 29.6 s\n", + "Wall time: 30.9 s\n" ] } ], @@ -463,9 +459,7 @@ "Maximum profit: 8707.00\n", "Profitable stock price range:\n", " 342.94 ---> inf\n", - "Probability of Profit (PoP): 49.1\n", - "Expected profit: 1367.00\n", - "Expected loss: -1338.00\n" + "Probability of Profit (PoP): 49.1\n" ] } ], @@ -478,9 +472,7 @@ "for low, high in out.profit_ranges:\n", " print(f\" {low:.2f} ---> {high:.2f}\")\n", "\n", - "print(f\"Probability of Profit (PoP): {out.probability_of_profit * 100.0:.1f}\")\n", - "print(f\"Expected profit: {out.expected_profit:.2f}\")\n", - "print(f\"Expected loss: {out.expected_loss:.2f}\")" + "print(f\"Probability of Profit (PoP): {out.probability_of_profit * 100.0:.1f}\")" ] }, { @@ -496,7 +488,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 15, @@ -505,7 +497,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] diff --git a/examples/covered_call.ipynb b/examples/covered_call.ipynb index eaa6f84..7070cce 100644 --- a/examples/covered_call.ipynb +++ b/examples/covered_call.ipynb @@ -54,7 +54,7 @@ "output_type": "stream", "text": [ "Python version: 3.11.9 | packaged by Anaconda, Inc. | (main, Apr 19 2024, 16:40:41) [MSC v.1916 64 bit (AMD64)]\n", - "OptionLab version: 1.4.1\n" + "OptionLab version: 1.4.2\n" ] } ], @@ -119,8 +119,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 46.9 ms\n", - "Wall time: 52.4 ms\n" + "CPU times: total: 203 ms\n", + "Wall time: 205 ms\n" ] } ], @@ -142,7 +142,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -195,8 +195,6 @@ "text": [ "Probability of profit: 0.522421406650333\n", "Profit ranges: [(162.9, inf)]\n", - "Expected profit: 1028.0\n", - "Expected loss: -919.0\n", "Per leg cost: [-16404.0, 114.99999999999999]\n", "Strategy cost: -16289.0\n", "Minimum return in the domain: -8087.0\n", diff --git a/examples/naked_call.ipynb b/examples/naked_call.ipynb index d4f3c6a..c49af50 100644 --- a/examples/naked_call.ipynb +++ b/examples/naked_call.ipynb @@ -10,7 +10,7 @@ "\n", "If the stock price remains below the strike price of the call options at expiration, the trader pockets the option premium.\n", "\n", - "On the other hand, if the stock price rises above the strike price, the losses are unlimited. Naked call is one of the riskiest option strategies.\n", + "On the other hand, if the stock price rises above the strike price, the losses are unlimited. Naked call is considered one of the riskiest option strategies.\n", "\n", "**Caveat: Options are very risky derivatives and, like any other type of financial vehicle, trading options requires due diligence. Transactions shown as examples of trading strategies with options in this notebook are not recommendations.**" ] @@ -46,7 +46,7 @@ "output_type": "stream", "text": [ "Python version: 3.11.9 | packaged by Anaconda, Inc. | (main, Apr 19 2024, 16:40:41) [MSC v.1916 64 bit (AMD64)]\n", - "OptionLab version: 1.4.1\n" + "OptionLab version: 1.4.2\n" ] } ], @@ -116,8 +116,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 156 ms\n", - "Wall time: 160 ms\n" + "CPU times: total: 141 ms\n", + "Wall time: 125 ms\n" ] } ], @@ -147,7 +147,7 @@ }, { "data": { - "image/png": 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15c6xZw90djM2N9fsvvzXX9DZzVgm0+y+fOgQcEf3jbD49NPcXzpHjwIxum9uRZ8+quZagKoj5I0bumN79lQ19gNUHYf1NZP68EMgZ1SR8+f1N5Pq2jW38dTly7q7uwKqbrQ593VGRuZ0PtauQwdVcyTg1V1Y27bN7ZAZE6O/QVSrVrndjO/ezel8rN077+R2M374MKfzsXZNm+Y2k4qLy9v5OL/GjXObST1/rr/pU4MGud2MExPzdj7Oz9Mzt5txSorq50iX2rVzuxlnZOgfZsDDI7eJnFIJ/PST7thq1VRNzv7H9JeN6H9BNW/20y+AWZ6PVEvyHFGtmvZ1JiaqfaheXfUz4eMDy+7dsdLMDB988AEWL1qET21s0CinO3ZePEfk4jlChecIldc4R+Cnn3Ib2aVqv19eK0FarVixQlSvXl3I5XLRvHlzceLEiQK/NyEhQQAQCaoGAfmnDh0032Bvrz0OEOKddzRjq1bVHduwoWZsnTq6Y2vV0ox96y3dsS4umrEtW+qOrVhRM7ZTJ92xpqaasT166I4FhEhLy4399FP9sU+f5sYOHao/9u7d3Nhx4/THRkXlxk6bpj/27Nnc2Llz9ccePZobu2yZ/tg9e3Jjv/tOf+zvv+fG/vKL/tgff8yN3b5df2xYWG5seLj+2EWLcmOPH9cf+/XXubEXL+qPnTIlN/bGDf2xo0blxj54oD92yJDc2IQE/bGffJIbm5mpP/aDD0ReSrlcd2xJniPOntWfZ86U5xzx8ccfCwDCGxBZ2mJ5jsideI5QTTxHqKbXOEeIPOeIBEAAEAkJCeJVeMVOh5EjR2LkyJGvtxFfX1Wb9Zc1bqy53KGD7iEiPD01l9u31xzXJa+cNt85WrfO/evqZVWqaC63aJH71+DL7F+6CdrbO/+4QDmsrDSXmzZVXQnQ5uXX33pL/18leW9CfvNN1ZhTupjneZCkfn3NtvgvU+S5UuLpqT/WOs99UG+8oT82730QNWvqj817jN3d9cfmHXemWjX9sXn/T6tU0R/rmvs0Fpyc9Me65T6FicqV9cfm/b60s9MfWyv3aUlUrKg/NudqAKD6vtMXW69e7vzLwyS8rEGD3HlTU/2xOYN3AqrvT32xOVcO/ie7oy/Co1Ut6zvW7Agzkzw35JfGOSLnCp2Njep72cFB82cszzli2bJl2Lt9O05mZmKNlxeGv3zVjueIXDxHqPAcofIa5wj4+eUdLFZzkGU9+PBECeDDE0T0KulZ6Ri/V/U0/WK/xVDk/Si2JN27pxpHys0N+Ppr1Ue+BRhZYuXKlRg5ciRsbGwQGRkJ17y/5ImoRBWmrmBhVwJY2BFRmZaerhootRBDhWVnZ6NFixY4deoUPv74Y2zevLkEEySivPhULBER6aZQFHr8V1NTU6xduxampqbYsmULdu7cWULJEdHrYGFHRCQBIQTikuMQlxwHQ/ngpFGjRupm7CNGjEBycsG74RNR6WBhR0QkgZTMFDgtdILTQiekZOpoT1IGzZo1C+7u7rhz5w6Cg4OlToeIXsLCjoiICsza2hqrVq0CACxZsgQXLlyQNiEi0sDCjoiICuW9995Dr169kJ2djaFDhyI7W/vYtERU+ljYERFRoS1duhQ2NjY4ffo0Vq9eLXU6RPQ/LOyIiKjQXF1dERISAgCYOnUq7t+/L3FGRASwsCMioiIKCAiAt7c3Xrx4gTFjxkidDhGBhR0RERWRiYmJurfd77//jj/1DchORKWChR0RkQTMTMwwsNFADGw0EGYmhjts95tvvonAwEAAqjG2k3SNaUtEpYJDipUADilGROVJcnIyGjRogFu3biEwMBALFy6UOiUio8IhxYiIqNTk7W23dOlSnD9/XuKMiMovFnZERBIQQiA5IxnJGckGM6SYPl26dEHv3r3Z245IYizsiIgkkJKZggohFVAhpIJBDSmmz9KlS2Fra4szZ86or+ARUeliYUdERMWiSpUqmDdvHgBg2rRpuHfvnsQZEZU/LOyIiKjYDB06FO+88w572xFJhIUdEREVm5zedmZmZvjjjz+wY8cOqVMiKldY2BERUbFq2LAhe9sRSYSFHRERFbuZM2fCw8MDd+/excyZM6VOh6jcYGFHRETFzsrKCqtXrwYALFu2DOfOnZM4I6LygYUdEZEETE1M8bHXx/jY62OYmphKnU6J6Ny5Mz755BMolUr2tiMqJRxSrARwSDEiIpXY2Fh4enoiISEBy5Ytw+jRo6VOicjgcEgxIiIqE1xcXDB//nwA7G1HVBpY2BERUYn68ssv4ePjg6SkJIwaNUrqdIiMGgs7IiIJJGckQzZbBtlsGZIzkqVOp0SZmJhgzZo1MDMzw7Zt27Bt2zapUyIyWizsiIioxDVs2BATJkwAAIwaNQovXryQOCMi48TCjoiISsWMGTNQs2ZN3Lt3j73tiEoICzsiIioVVlZWWLVqFQBg+fLlOHv2rMQZERkfFnZERFRq/Pz80LdvX3Vvu6ysLKlTIjIqLOyIiKhULV68GHZ2djh37hy+/fZbqdMhMios7IiIqFTl7W03ffp03L17V+KMiIwHCzsiIgmYmpjivTfew3tvvGe0Q4rp88UXX6Bly5ZITk5mbzuiYsQhxUoAhxQjInq1q1evonHjxsjKysLWrVvRvXt3qVMiKpM4pBgREZV59evXx6RJkwAAI0eOZG87omLAwo6IiCQzffp01KxZE/fv38eMGTOkTofI4LGwIyKSQHJGMqznWsN6rrXRDymmj6WlJVavXg0AWLFiBc6cOSNxRkSGjYUdEZFEUjJTkJKZInUakuvUqRP69evH3nZExYCFHRERSS6nt9358+exYsUKqdMhMlgs7IiISHLOzs4IDQ0FoBpT9s6dOxJnRGSYDKawmzNnDlq0aAErKyvY2dlpjblz5w66du0KKysrODk5YeLEifku6R86dAhvv/02FAoFateujfXr1+fbzsqVK+Hh4QELCwt4e3vj1KlTJbBHRESU1+eff45WrVohOTkZI0eOBLtxERWewRR2GRkZ6NWrF4YNG6Z1fXZ2Nrp27YqMjAwcP34cGzZswPr16zFz5kx1TExMDLp27Yr27dvjwoULGDt2LL744gvs3btXHfPbb79h/PjxmDVrFs6dO4dGjRrBz88Pjx8/LvF9JCIqz0xMTLBmzRqYm5vjzz//xLZt26ROicjwCAOzbt06YWtrm+/13bt3CxMTExEbG6t+bfXq1cLGxkakp6cLIYSYNGmSqF+/vsb7+vTpI/z8/NTLzZs3FyNGjFAvZ2dnC1dXVxESElLgHBMSEgQAkZCQUOD3EFH5kpSeJBAMgWCIpPQkqdMpU6ZNmyYAiKpVq/I8SiQKV1cYzBW7V4mIiEDDhg3h7Oysfs3Pzw+JiYm4evWqOsbX11fjfX5+foiIiACguip49uxZjRgTExP4+vqqY7RJT09HYmKixkREpI+JzARt3duirXtbmMiM5lRcLKZNm4ZatWrh/v37mD59utTpEBkUozmbxMbGahR1ANTLsbGxemMSExORmpqKJ0+eIDs7W2tMzja0CQkJga2trXpyc3Mrjl0iIiNmaW6JQ4MO4dCgQ7A0t5Q6nTLF0tISYWFhAIBvv/0Wp0+fljgjIsMhaWE3ZcoUyGQyvVNUVJSUKRZIUFAQEhIS1NPdu3elTomIyKD5+vris88+gxCCve2ICsFMyi8eGBiIQYMG6Y2pWbNmgbbl4uKS7+nVR48eqdfl/JvzWt4YGxsbWFpawtTUFKamplpjcrahjUKhgEKhKFCeRERUMIsWLcKuXbtw4cIFLF++HOPHj5c6JaIyT9Irdo6OjvD09NQ7yeXyAm3Lx8cHly9f1nh6NTw8HDY2NvDy8lLH7N+/X+N94eHh8PHxAQDI5XI0adJEI0apVGL//v3qGCKi4pCckQzHUEc4hjqW6yHF9HFyctLobXf79m2JMyIq+wzmHrs7d+7gwoULuHPnDrKzs3HhwgVcuHABSUlJAFRD0nh5eaF///64ePEi9u7di+nTp2PEiBHqq2kBAQH4999/MWnSJERFRWHVqlXYtGkTxo0bp/4648ePx3fffYcNGzYgMjISw4YNQ3JyMgYPHizJfhOR8XqS8gRPUp5InUaZNnjwYLRu3RopKSnsbUdUECX+jG4xGThwoACQbzp48KA65tatW6JLly7C0tJSODg4iMDAQJGZmamxnYMHD4rGjRsLuVwuatasKdatW5fva61YsUJUr15dyOVy0bx5c3HixIlC5cp2J0T0Kmx3UnBXr14V5ubmAoDYsmWL1OkQlbrC1BUyIfjnT3FLTEyEra0tEhISYGNjI3U6RFQGJWcko0JIBQBAUlASrOXWEmdUts2YMQPffPMNqlSpgsjISNja2kqdElGpKUxdYTAfxRIRUfk1depU1K5dGw8fPmRvOyI9WNgREVGZl7e33cqVKzmGN5EOLOyIiMggdOjQAf3792dvOyI9WNgREUnARGaCpq5N0dS1KYcUK4RFixahUqVKuHjxIpYuXSp1OkRlDh+eKAF8eIKIqOT897//xZAhQ2BlZYWrV6/Cw8ND6pSIShQfniAiIqM1ePBgtGnTBikpKRgxYgR72xHlwcKOiIgMikwmQ1hYGMzNzbF79278/vvvUqdEVGawsCMikkBKZgo8lnrAY6kHUjJTpE7H4NSrVw9BQUEAgNGjRyMhIUHijIjKBhZ2REQSEELgdsJt3E64zY8SiygoKAhvvPEGHj58iGnTpkmdDlGZwMKOiIgMkoWFhbq33apVq3Dy5EmJMyKSHgs7IiIyWO+++y4GDBig7m2XmZkpdUpEkmJhR0REBm3hwoWoVKkSLl26xN52VO6xsCMiIoPm6OiIhQsXAgBmzZqFW7duSZsQkYRY2BERkcEbNGgQ2rZti9TUVPa2o3KNhR0RkQRkMhm8HL3g5egFmUwmdToGL6e3nVwux+7du7FlyxapUyKSBAs7IiIJWJlb4erwq7g6/CqszK2kTscoeHp6srcdlXss7IiIyGhMmTIFderUQWxsrLrIIypPWNgREZHRyNvbLiwsDBERERJnRFS6WNgREUkgJTMF9VfVR/1V9TmkWDFr3749Bg4cCCEE/P392duOyhUWdkREEhBC4FrcNVyLu8YnOEvAwoULUblyZVy+fBlLliyROh2iUsPCjoiIjI6DgwMWLVoEAAgODkZMTIzEGRGVDhZ2RERklAYMGIB27dohNTUVw4cP55VRKhdY2BERkVHK29tuz5492LRpk9QpEZU4FnZERGS06tati6lTpwIAxowZg/j4eGkTIiphLOyIiMioTZkyBXXr1sWjR4/Y246MHgs7IiIJyGQyuNu6w93WnUOKlTCFQoE1a9YAYG87Mn4s7IiIJGBlboVbY2/h1thbHFKsFLRt2xaDBw8GAAwdOpS97chosbAjIqJyITQ0FA4ODrhy5QoWL14sdTpEJYKFHRERlQuVK1dW97abPXs2/v33X4kzIip+LOyIiCSQmpmKZt81Q7PvmiE1M1XqdMqN/v37o3379uxtR0aLhR0RkQSUQokzD87gzIMzUAql1OmUG3l72+3duxe//fab1CkRFSsWdkREVK7UqVMH06ZNAwCMHTsWz58/lzgjouLDwo6IiMqdyZMnw9PTk73tyOiwsCMionInb2+7NWvW4Pjx4xJnRFQ8WNgREVG51KZNG3z++ecAVL3tMjIyJM6I6PWxsCMionJrwYIFcHBwwNWrV9WtUIgMGQs7IiKJOFg5wMHKQeo0yrXKlSurmxV/9dVX+OeffyTOiOj1yASb+BS7xMRE2NraIiEhATY2NlKnQ0REeggh0LFjR+zfvx+dOnXCnj17OH4vlSmFqSt4xY6IiMo1mUyG1atXQ6FQYN++fdi4caPUKREVGQs7IiIq99544w1Mnz4dAHvbkWFjYUdEJIHUzFS0W98O7da345BiZcTEiRNRr149PH78GJMnT5Y6HaIiMYjC7tatWxgyZAhq1KgBS0tL1KpVC7Nmzcr3aPqlS5fQunVrWFhYwM3NDQsWLMi3rc2bN8PT0xMWFhZo2LAhdu/erbFeCIGZM2eiSpUqsLS0hK+vL27cuFGi+0dE5Y9SKHH49mEcvn2YQ4qVEQqFAmFhYQCA7777Dn///bfEGREVnkEUdlFRUVAqlVizZg2uXr2KJUuWICwsDFOnTlXHJCYmolOnTnB3d8fZs2cRGhqK4OBgrF27Vh1z/Phx9O3bF0OGDMH58+fRvXt3dO/eHVeuXFHHLFiwAMuXL0dYWBhOnjwJa2tr+Pn5IS0trVT3mYiISl+bNm0wZMgQAIC/vz9725HhEQZqwYIFokaNGurlVatWCXt7e5Genq5+bfLkyaJu3brq5d69e4uuXbtqbMfb21v4+/sLIYRQKpXCxcVFhIaGqtfHx8cLhUIhfv311wLnlpCQIACIhISEQu8XEZUPSelJAsEQCIZISk+SOh3K4+nTp8LR0VEAEHPmzJE6HaJC1RUGccVOm4SEBFSqVEm9HBERgTZt2kAul6tf8/PzQ3R0tPom2IiICPj6+mpsx8/PDxEREQCAmJgYxMbGasTY2trC29tbHUNERMatUqVKWLJkCQDg66+/xs2bNyXOiKjgDLKwu3nzJlasWAF/f3/1a7GxsXB2dtaIy1mOjY3VG5N3fd73aYvRJj09HYmJiRoTEREZrn79+sHX1xdpaWkYPnw4BFu+koGQtLCbMmUKZDKZ3ikqKkrjPffv30fnzp3Rq1cvfPnllxJlrikkJAS2trbqyc3NTeqUiIjoNeTtbRceHo5ffvlF6pSICkTSwi4wMBCRkZF6p5o1a6rjHzx4gPbt26NFixYaD0UAgIuLCx49eqTxWs6yi4uL3pi86/O+T1uMNkFBQUhISFBPd+/eLcxhIKJyysrcClbmVlKnQTrUrl0bM2bMAACMGzcOz549kzgjoleTtLBzdHSEp6en3innnrn79++jXbt2aNKkCdatWwcTE83UfXx8cOTIEWRmZqpfCw8PR926dWFvb6+O2b9/v8b7wsPD4ePjAwCoUaMGXFxcNGISExNx8uRJdYw2CoUCNjY2GhMRkT7WcmskT01G8tRkWMutpU6HdMjpbRcXF8fedmQQDOIeu5yirnr16li4cCHi4uIQGxurcd9bv379IJfLMWTIEFy9ehW//fYbli1bhvHjx6tjxowZgz179mDRokWIiopCcHAwzpw5g5EjRwJQXXofO3YsvvnmG+zYsQOXL1/GgAED4Orqiu7du5f2bhMRkcTkcrn6E6L//Oc/OHr0qMQZEb1CyT+k+/rWrVsnAGid8rp48aJo1aqVUCgUomrVqmLevHn5trVp0yZRp04dIZfLRf369cWuXbs01iuVSjFjxgzh7OwsFAqF6NChg4iOji5Uvmx3QkRkXL788ksBQNSrV0+jrRZRaShMXSETgo/6FLfExETY2toiISGBH8sSkVZpWWnouaknAOD33r/DwsxC4oxIn2fPnqmHG/vmm28wbdo0qVOicqQwdYVBfBRLRGRsspXZ2H1jN3bf2I1sZbbU6dArvNzbjkNNUlnFwo6IiKgA+vbti44dOyI9PR3Dhg1jbzsqk1jYERERFUBObzsLCwvs378fP//8s9QpEeXDwo6IiKiAatWqpdHb7unTpxJnRKSJhR0REVEhTJgwAfXr18eTJ0/Y247KHBZ2REREhSCXy7FmzRoAwPfff48jR45InBFRLhZ2REREhdSyZUsMHToUAODv74/09HSJMyJSYWFHRCQBa7k1xCwBMUtwSDEDNW/ePDg5OSEqKgoLFiyQOh0iACzsiIiIisTe3h5Lly4FAMyZMwfXr1+XNiEisLAjIiIqsk8++QSdOnVibzsqM1jYERFJIC0rDb0290Kvzb2QlpUmdTpURDKZDKtWrYKFhQUOHDiAn376SeqUqJxjYUdEJIFsZTa2XNuCLde2cEgxA1erVi3MmjULADB+/Hj2tiNJsbAjIiJ6TYGBgWjQoAGePHmCSZMmSZ0OlWMs7IiIiF6Tubm5urfdf//7Xxw+fFjijKi8YmFHRERUDFq0aAF/f38A7G1H0mFhR0REVExCQkLg7OyM6OhozJ8/X+p0qBxiYUdERFRM2NuOpMbCjoiIqBj16dMHnTt3RkZGBgICAtjbjkoVCzsiIglYmVshKSgJSUFJsDK3kjodKkY5ve0sLS1x8OBB/Pjjj1KnROUICzsiIgnIZDJYy61hLbeGTCaTOh0qZjVq1NDobffkyROJM6LygoUdERFRCRg/fjwaNGiAp0+fYuLEiVKnQ+UECzsiIgmkZ6Vj0LZBGLRtENKz2BbDGJmbm2Pt2rUAgPXr1+PQoUPSJkTlAgs7IiIJZCmzsOHiBmy4uAFZyiyp06ES4uPjg4CAAADsbUelg4UdERFRCQoJCYGLiwuuX7+OefPmSZ0OGTkWdkRERCXIzs4Oy5YtAwDMnTsX0dHREmdExoyFHRERUQnr1asXunTpwt52VOJY2BEREZUwmUyGlStXwtLSEocOHcKGDRukTomMFAs7IiKiUlCjRg0EBwcDACZMmMDedlQiWNgRERGVknHjxuHNN9/E06dPMWHCBKnTISPEwo6ISAJW5lZ4POExHk94zCHFyhFzc3OsWbMGMpkMGzZswMGDB6VOiYwMCzsiIgnIZDI4WjvC0dqRQ4qVM++88w6GDRsGAAgICEBaWprEGZExYWFHRERUyubOnavubRcSEiJ1OmREWNgREUkgPSsdI3aNwIhdIzikWDlka2uL5cuXA1A1MI6KipI4IzIWLOyIiCSQpczCqjOrsOrMKg4pVk59/PHHeO+995CZmQl/f3/2tqNiwcKOiIhIAjm97aysrHDkyBGsX79e6pTICLCwIyIikoiHhwdmz54NQNXbLi4uTuKMyNAVubA7d+4cLl++rF7evn07unfvjqlTpyIjI6NYkiMiIjJ2Y8aMQaNGjfDs2TP2tqPXVuTCzt/fH9evXwcA/Pvvv/jkk09gZWWFzZs3Y9KkScWWIBERkTHL29vuhx9+wP79+6VOiQxYkQu769evo3HjxgCAzZs3o02bNvjll1+wfv16/P7778WVHxERkdHz9vbG8OHDAbC3Hb2eIhd2QggolUoAwF9//YX33nsPAODm5sbx74iIiAppzpw5qFKlCm7evIm5c+dKnQ4ZqCIXdk2bNsU333yDH3/8EYcPH0bXrl0BADExMXB2di62BImIjJGluSVixsQgZkwMLM0tpU6HyoC8ve3mzZuHyMhIiTMiQ1Tkwm7p0qU4d+4cRo4ciWnTpqF27doAgC1btqBFixbFlmCObt26oXr16rCwsECVKlXQv39/PHjwQCPm0qVLaN26NSwsLODm5oYFCxbk287mzZvh6ekJCwsLNGzYELt379ZYL4TAzJkzUaVKFVhaWsLX1xc3btwo9v0hovLNRGYCDzsPeNh5wETGBgWk0rNnT3Tt2lXd2y7nkzGiAhPFLDU1VWRkZBT3ZsXixYtFRESEuHXrljh27Jjw8fERPj4+6vUJCQnC2dlZfPrpp+LKlSvi119/FZaWlmLNmjXqmGPHjglTU1OxYMECce3aNTF9+nRhbm4uLl++rI6ZN2+esLW1Fdu2bRMXL14U3bp1EzVq1BCpqakFzjUhIUEAEAkJCcWz80REVG7cunVLWFlZCQDi+++/lzodKgMKU1cUubC7c+eOuHv3rnr55MmTYsyYMRqFVEnavn27kMlk6iJy1apVwt7eXqSnp6tjJk+eLOrWrate7t27t+jatavGdry9vYW/v78QQgilUilcXFxEaGioen18fLxQKBTi119/LXBuLOyI6FXSs9LFhL0TxIS9E0R6Vvqr30DlysKFCwUAYW9vLx49eiR1OiSxwtQVRb7+369fPxw8eBAAEBsbi44dO+LUqVOYNm0avvrqq2K4lqjbs2fP8PPPP6NFixYwNzcHAERERKBNmzaQy+XqOD8/P0RHR+P58+fqGF9fX41t+fn5ISIiAoDq/sDY2FiNGFtbW3h7e6tjiIiKQ2Z2JhZGLMTCiIXIzM6UOh0qY3J62z1//hyBgYFSp0MGpMiF3ZUrV9C8eXMAwKZNm9CgQQMcP34cP//8c4kNizJ58mRYW1ujcuXKuHPnDrZv365eFxsbm++hjZzl2NhYvTF51+d9n7YYbdLT05GYmKgxERERFZWZmRnWrl0LmUyGn376CX/99ZfUKZGBKHJhl5mZCYVCAUDV7qRbt24AAE9PTzx8+LBA25gyZQpkMpneKSoqSh0/ceJEnD9/Hvv27YOpqSkGDBhQJgZNDgkJga2trXpyc3OTOiUiIjJwzZs3x4gRIwAAw4YNQ2pqqsQZkSEocmFXv359hIWF4ejRowgPD0fnzp0BAA8ePEDlypULtI3AwEBERkbqnWrWrKmOd3BwQJ06ddCxY0ds3LgRu3fvxokTJwAALi4uePTokcb2c5ZdXFz0xuRdn/d92mK0CQoKQkJCgnq6e/dugfafiIhInzlz5sDV1ZW97ajAilzYzZ8/H2vWrEG7du3Qt29fNGrUCACwY8cO9Ue0r+Lo6AhPT0+9U9575vLKeQQ8PT0dAODj44MjR44gMzP3XpXw8HDUrVsX9vb26piXh2oJDw+Hj48PAKBGjRpwcXHRiElMTMTJkyfVMdooFArY2NhoTERERK/LxsYGK1asAKD6vXvt2jWJM6Iy73We0sjKyhLPnj3TeC0mJqbYn+A5ceKEWLFihTh//ry4deuW2L9/v2jRooWoVauWSEtLE0Konl51dnYW/fv3F1euXBEbN24UVlZW+dqdmJmZiYULF4rIyEgxa9Ysre1O7OzsxPbt28WlS5fEhx9+yHYnRFTsktKTBIIhEAyRlJ4kdTpUhimVSvHBBx8IAKJVq1YiOztb6pSolJVKu5Mcjx8/FkePHhVHjx4Vjx8/ft3NaXXp0iXRvn17UalSJaFQKISHh4cICAgQ9+7d04i7ePGiaNWqlVAoFKJq1api3rx5+ba1adMmUadOHSGXy0X9+vXFrl27NNYrlUoxY8YM4ezsLBQKhejQoYOIjo4uVL4s7IjoVVjYUWHcvn1bWFtbCwDiu+++kzodKmWFqStkQhTt6YPk5GSMGjUKP/zwg/pj0ZwHGlasWAErK6tiuqZoeBITE2Fra4uEhAR+LEtEWimFEpFxqiGj6jnW4+gT9EqLFy9GYGAg7OzsEBUVxeE7y5HC1BVFPpOMHz8ehw8fxp9//on4+HjEx8dj+/btOHz4MHvuEBG9gonMBPWd6qO+U30WdVQgo0ePRuPGjREfH8/fs6RTka/YOTg4YMuWLWjXrp3G6wcPHkTv3r0RFxdXHPkZJF6xIyKiknD69Gm88847UCqV2LdvHzp27Ch1SlQKSuWKXUpKitbLwE5OTkhJSSnqZomIyoWM7AwEHwpG8KFgZGRnSJ0OGYhmzZph5MiRANjbjrQrcmHn4+ODWbNmIS0tTf1aamoqZs+erbc1CBERqYYUm314NmYfns0hxahQvv76a1StWhX//PMP5syZI3U6VMYUubBbtmwZjh07hmrVqqFDhw7o0KED3NzccOzYMSxbtqw4cyQiIqL/ebm33dWrVyXOiMqSIhd2DRo0wI0bNxASEoLGjRujcePGmDdvHm7evIn69esXZ45ERESUR/fu3dGtWzdkZWXB399f3Z2CqMgPT+jy77//IiAgAPv27SvOzRoUPjxBRK+SnJGMCiEVAABJQUmwlltLnBEZmjt37sDLywvJyclYu3YtvvzyS6lTohJSKg9P6PLixYt8w3YRERFR8apevTq+/vprAMCkSZPyjXNO5RObJxERERmoUaNG4e2330Z8fDzGjx8vdTpUBrCwIyIiMlBmZmZYu3YtTExM8Msvv5Tr26BIhYUdEZEELMwscOqLUzj1xSlYmFlInQ4ZsCZNmmDUqFEAVL3t2Eu2fCv0wxNvvfUWZDKZzvUpKSm4ceMGsrOzXzs5Q8WHJ4iIqDS9ePEC9erVw/379xEUFIS5c+dKnRIVo8LUFWaF3fiHH36ot7AjIiKi0lWxYkV8++236NGjB0JDQ9GvXz80aNBA6rRIAoW+YpeSkgIrK6uSysco8IodEb1KRnYGlp1QNXMf884YyE3lEmdExqB79+7Yvn07WrRogaNHj8LEhHdcGYMSbXfi4OCA999/H2vXrkVsbGyRkyQiKs8yszMx6a9JmPTXJA4pRsVmxYoVqFChAo4fP47//Oc/UqdDEih0YRcZGQk/Pz9s2rQJHh4e8Pb2xpw5c3D58uWSyI+IiIgKyM3NDd988w0AYPLkybwAUw4VurBzd3fHqFGj8Ndff+HRo0cYO3YsLl++jNatW6NmzZoYO3YsDhw4UK4fniAiIpLKyJEj0aRJE8THx2PcuHFSp0Ol7LU+fLe1tUXfvn2xceNGxMXFYc2aNcjOzsbgwYPh6OiIn3/+ubjyJCIiogIwNTXFmjVrYGJigo0bN2LPnj1Sp0SlqMiF3Z07d5D3uQtzc3N07NgRy5cvx5EjR7B//37UqVOnWJIkIiKigmvSpAlGjx4NABg+fDh725UjRS7satSogbi4uHyvP3v2DDVr1sRbb72FZs2avVZyREREVDRfffUVqlWrhpiYGPWYsmT8ilzYCSG09rNLSkqChQW7qBMREUmpYsWKWLlyJQBg4cKFfMixnCh0g+KcQYZlMhlmzJih0dMuOzsbJ0+eROPGjYstQSIiY2RhZoGDAw+q54lKQrdu3dCjRw9s3boV/v7++Pvvv9nbzsgVurA7f/48ANUVu8uXL0Muz22qKZfL0ahRI0yYMKH4MiQiMkKmJqZo59FO6jSoHFi+fDnCw8MRERGBtWvXIiAgQOqUqAQVeuSJHIMHD8ayZcs4soIWHHmCiIjKkuXLl2PMmDGwtbVFZGQkqlSpInVKVAiFqSuKXNiRbizsiOhVMrMzsfbsWgDA0CZDYW5qLnFGZMyys7Ph7e2Ns2fPok+fPti4caPUKVEhlFhh99FHH2H9+vWwsbHBRx99pDf2jz/+KOhmjQ4LOyJ6leSMZFQIqQAASApKgrXcWuKMyNidO3cOzZo1g1KpxO7du9GlSxepU6ICKrGxYm1tbdVPwtrY2MDW1lbnRERERGXH22+/jTFjxgBgbztjVqiHJ3r06KFuZbJ+/fqSyIeIiIhKyFdffYUtW7bg1q1b+OqrrzBv3jypU6JiVqgrdj169EB8fDwA1ZAljx8/LomciIiIqARUqFBBo7fdpUuXJM6IiluhCjtHR0ecOHECgO4GxURERFR2ffDBB/joo4+QnZ2NoUOHQqlUSp0SFaNCFXYBAQH48MMPYWpqCplMBhcXF5iammqdiIiIqGxavnw5KlasiJMnT2LNmjVSp0PFqNDtTqKionDz5k1069YN69atg52dnda4Dz/8sDjyM0h8KpaIXoVPxZLUVqxYgdGjR8PGxgZRUVHsbVeGlUofu9mzZ2PixIkaQ4qRCgs7InqVLGUW9t7cCwDwq+0HM5NCDwRE9Fqys7Ph4+OD06dPo3fv3vjtt9+kTol0KNUGxXFxcYiOjgYA1K1bF46Ojq+zOaPAwo6IiAzBhQsX0LRpU2RnZ2PXrl147733pE6JtCixPnZ5paSk4PPPP4erqyvatGmDNm3awNXVFUOGDGFvHCIiIgPQuHFjjB07FoCqt11ycrK0CdFrK3JhN27cOBw+fBg7duxAfHw84uPjsX37dhw+fBiBgYHFmSMRkdHJzM7E+gvrsf7CemRmZ0qdDpVjwcHBqF69Om7fvo3Zs2dLnQ69piJ/FOvg4IAtW7agXbt2Gq8fPHgQvXv3RlxcXHHkZ5D4USwRvQofnqCyZOfOnfjggw9gamqKs2fPolGjRlKnRHmU2kexzs7O+V53cnLiR7FEREQG5P3330fPnj2RnZ0Nf39/ZGdnS50SFVGRCzsfHx/MmjULaWlp6tdSU1Mxe/Zs+Pj4FEtyREREVDqWLVvG3nZGoMiF3dKlS3Hs2DFUq1YNHTp0QIcOHeDm5objx49j2bJlxZkjERERlbCqVasiJCQEABAUFIQHDx5InBEVRZELu4YNG+LGjRsICQlB48aN0bhxY8ybNw83btxA/fr1izNHIiIiKgUBAQFo3rw5EhMTMWbMGKnToSIoUmGXmZmJWrVq4fbt2/jyyy+xaNEiLFq0CF988QUsLS2LO0cN6enpaNy4MWQyGS5cuKCx7tKlS2jdujUsLCzg5uaGBQsW5Hv/5s2b4enpCQsLCzRs2BC7d+/WWC+EwMyZM1GlShVYWlrC19cXN27cKMldIiIiKhNMTU2xZs0amJqaYsuWLdi5c6fUKVEhFamwMzc317i3rjRNmjQJrq6u+V5PTExEp06d4O7ujrNnzyI0NBTBwcFYu3atOub48ePo27cvhgwZgvPnz6N79+7o3r07rly5oo5ZsGABli9fjrCwMJw8eRLW1tbw8/OTbH+JiIhKU+PGjTFu3DgAwIgRI9jbztCIIpozZ44YOHCgyMzMLOomCm337t3C09NTXL16VQAQ58+fV69btWqVsLe3F+np6erXJk+eLOrWrate7t27t+jatavGNr29vYW/v78QQgilUilcXFxEaGioen18fLxQKBTi119/LXCeCQkJAoBISEgo7C4SUTmRmZ0pNl3ZJDZd2SQys0vvPEpUEElJSaJ69eoCgJgwYYLU6ZR7hakrinyP3enTp/HHH3+gevXq8PPzw0cffaQxFbdHjx7hyy+/xI8//qh1fNqIiAi0adMGcrlc/Zqfnx+io6Px/PlzdYyvr6/G+/z8/BAREQEAiImJQWxsrEaMra0tvL291TFERMXBzMQMver3Qq/6vThOLJU51tbWWLVqFQBgyZIl+W59orKryIWdnZ0devbsCT8/P7i6usLW1lZjKk5CCAwaNAgBAQFo2rSp1pjY2Nh8ffVylmNjY/XG5F2f933aYrRJT09HYmKixkRERGTIunbtil69erG3nYEp9J+JSqUSoaGhuH79OjIyMvDuu+8iODi4SA9NTJkyBfPnz9cbExkZiX379uHFixcICgoq9NcoDSEhIRyGhYgKJUuZha2RWwEAPer14FU7KpOWLl2KvXv34tSpU1i9ejVGjhwpdUr0CoW+YjdnzhxMnToVFSpUQNWqVbF8+XKMGDGiSF88MDAQkZGReqeaNWviwIEDiIiIgEKhgJmZGWrXrg0AaNq0KQYOHAgAcHFxwaNHjzS2n7Ps4uKiNybv+rzv0xajTVBQEBISEtTT3bt3i3Q8iKj8SM9KR+8tvdF7S2+kZ6VLnQ6RVq6ururedlOnTsX9+/clzohepdCF3Q8//IBVq1Zh79692LZtG/7880/8/PPPUCqVhf7ijo6O8PT01DvJ5XIsX74cFy9exIULF3DhwgV1i5LffvsNc+bMAaAaCePIkSPIzMwdTDs8PBx169aFvb29Omb//v0aOYSHh6tHyqhRowZcXFw0YhITE3Hy5Em9o2koFArY2NhoTERERMbA398f3t7eePHiBXvbGYLCPpkhl8vFnTt3NF5TKBTi7t27hd1UkcXExOR7KjY+Pl44OzuL/v37iytXroiNGzcKKysrsWbNGnXMsWPHhJmZmVi4cKGIjIwUs2bNEubm5uLy5cvqmHnz5gk7Ozuxfft2cenSJfHhhx+KGjVqiNTU1ALnx6diiehVktKTBIIhEAyRlJ4kdTpEel24cEGYmpoKAGLHjh1Sp1PulOhTsVlZWbCwsNB4zdzcXONKmRRsbW2xb98+xMTEoEmTJggMDMTMmTMxdOhQdUyLFi3wyy+/YO3atWjUqBG2bNmCbdu2oUGDBuqYSZMmYdSoURg6dCiaNWuGpKQk7NmzJ98+ExERlReNGjXC+PHjAQAjR45EUlKSxBmRLjIhhCjMG0xMTNClSxcoFAr1a3/++SfeffddWFtbq1/7448/ii9LA5OYmAhbW1skJCTwY1ki0io5IxkVQioAAJKCkmAtt37FO4iklZycjAYNGuDWrVsIDAzEwoULpU6p3ChMXVHoK3YDBw6Ek5OTRmuTzz77LF/LEyIiIjIeeXvbLV26FOfPn5c4I9Km0M/Xr1u3riTyICIiojKuS5cu6N27NzZt2oShQ4fixIkTMDU1lTotyqPIDYqJiKjo5KZyrPtwHdZ9uA5yU/mr30BURixduhQ2NjY4c+aM+goelR2FvseOXo332BERkTFbvXo1hg8fjooVK+LatWuoVq2a1CkZtRK9x46IiIjKN/a2K7tY2BERSSBLmYVd13dh1/VdyFJmSZ0OUaGYmJhg7dq1MDMzwx9//IEdO3ZInRL9Dws7IiIJpGel4/1f38f7v77PIcXIIL355psIDAwEwN52ZQkLOyIiIiqSmTNnwsPDA3fv3sXMmTOlTofAwo6IiIiKyMrKSv1k7LJly3Du3DmJMyIWdkRERFRkXbp0QZ8+faBUKjF06FBkZ2dLnVK5xsKOiIiIXsuSJUtga2uLs2fPYuXKlVKnU66xsCMiIqLXUqVKFcybNw8AMG3aNNy7d0/ijMovFnZERET02oYOHQofHx8kJSVh9OjRUqdTbrGwIyKSgNxUjm+7fItvu3zLIcXIKJiYmGDNmjUwMzPD1q1bsX37dqlTKpc4pFgJ4JBiRERUXgUFBWHevHmoVq0arl27hooVK0qdksHjkGJEREQkiRkzZqBGjRq4d+8ee9tJgIUdEZEEspXZOHTrEA7dOoRsJdtDkPHI29tu+fLlOHv2rMQZlS8s7IiIJJCWlYb2G9qj/Yb2SMtKkzodomLVuXNnfPLJJ+redllZHA+5tLCwIyIiomK3ZMkS2NnZ4dy5c+xtV4pY2BEREVGxc3Fxwfz58wEA06dPx927dyXOqHxgYUdEREQl4osvvkCLFi2QlJSEUaNGSZ1OucDCjoiIiEpE3t5227dvx7Zt26ROyeixsCMiIqIS06BBA0ycOBEAMHLkSLx48ULijIwbCzsiIiIqUTNmzEDNmjVx//59zJgxQ+p0jBoLOyIiCZibmmOB7wIs8F0Ac1NzqdMhKlGWlpZYvXo1AGDFihU4c+aMxBkZLw4pVgI4pBgREVF+n376KX755Re89dZbOHXqFMzMzKROySBwSDEiIiIqcxYvXgw7OzucP38eK1askDodo8TCjohIAtnKbJy+fxqn75/mkGJUbjg7O2PBggUAVPfd3blzR+KMjA8LOyIiCaRlpaH5f5qj+X+ac0gxKleGDBmCli1bIjk5GSNHjgTvCCteLOyIiIio1OT0tjM3N8eff/7J3nbFjIUdERERlar69etj0qRJAIBRo0YhMTFR4oyMBws7IiIiKnXTpk1DrVq1cP/+fUyfPl3qdIwGCzsiIiIqdXl723377bc4ffq0xBkZBxZ2REREJImOHTvi008/hRACQ4cORVZWltQpGTwWdkRERCSZxYsXw97eHhcuXMDy5culTsfgsbAjIpKAuak5ZrWdhVltZ3FIMSrXnJycNHrb3b59W+KMDBuHFCsBHFKMiIio4JRKJdq2bYu///4b77//Pnbs2AGZTCZ1WmUGhxQjIiIig5G3t93OnTvxxx9/SJ2SwWJhR0QkAaVQ4urjq7j6+CqUQil1OkSS8/LywuTJkwGoetslJCRInJFhYmFHRCSB1MxUNFjdAA1WN0BqZqrU6RCVCVOnTkXt2rXx8OFD9rYrIhZ2REREVCbk7W23cuVKnDp1SuKMDI/BFHYeHh6QyWQa07x58zRiLl26hNatW8PCwgJubm7qp2zy2rx5Mzw9PWFhYYGGDRti9+7dGuuFEJg5cyaqVKkCS0tL+Pr64saNGyW6b0RERKTi6+uLzz77jL3tishgCjsA+Oqrr/Dw4UP1NGrUKPW6xMREdOrUCe7u7jh79ixCQ0MRHByMtWvXqmOOHz+Ovn37YsiQITh//jy6d++O7t2748qVK+qYBQsWYPny5QgLC8PJkydhbW0NPz8/pKWlleq+EhERlVeLFi1CpUqVcPHiRSxbtkzqdAyLMBDu7u5iyZIlOtevWrVK2Nvbi/T0dPVrkydPFnXr1lUv9+7dW3Tt2lXjfd7e3sLf318IIYRSqRQuLi4iNDRUvT4+Pl4oFArx66+/FjjXhIQEAUAkJCQU+D1EVL4kpScJBEMgGCIpPUnqdIjKnO+//14AEFZWViImJkbqdCRVmLrCoK7YzZs3D5UrV8Zbb72F0NBQjcuzERERaNOmDeRyufo1Pz8/REdH4/nz5+oYX19fjW36+fkhIiICABATE4PY2FiNGFtbW3h7e6tjiIiIqOQNHjwYbdq0QUpKCkaMGAHBtrsFYjCF3ejRo7Fx40YcPHgQ/v7+mDt3LiZNmqReHxsbC2dnZ4335CzHxsbqjcm7Pu/7tMVok56ejsTERI2JiIiIik4mkyEsLAzm5ubYvXs3fv/9d6lTMgiSFnZTpkzJ90DEy1NUVBQAYPz48WjXrh3efPNNBAQEYNGiRVixYgXS09Ol3AUAQEhICGxtbdWTm5ub1CkRURlnbmqOCT4TMMFnAocUI9KhXr16mDJlCgDVBR72tns1SQu7wMBAREZG6p1q1qyp9b3e3t7IysrCrVu3AAAuLi549OiRRkzOsouLi96YvOvzvk9bjDZBQUFISEhQT3fv3i3gESCi8kpuKkdop1CEdgqF3FT+6jcQlVN5e9tNmzZN6nTKPEkLO0dHR3h6euqd8t4zl9eFCxdgYmICJycnAICPjw+OHDmCzMxMdUx4eDjq1q0Le3t7dcz+/fs1thMeHg4fHx8AQI0aNeDi4qIRk5iYiJMnT6pjtFEoFLCxsdGYiIiI6PVZWFggLCwMALBq1SqcPHlS4ozKNoO4xy4iIgJLly7FxYsX8e+//+Lnn3/GuHHj8Nlnn6mLtn79+kEul2PIkCG4evUqfvvtNyxbtgzjx49Xb2fMmDHYs2cPFi1ahKioKAQHB+PMmTMYOXIkANXn+WPHjsU333yDHTt24PLlyxgwYABcXV3RvXt3KXadiIyUUihxK/4WbsXf4pBiRK/QoUMHDBgwQN3bLu9FHHpJiT+jWwzOnj0rvL29ha2trbCwsBD16tUTc+fOFWlpaRpxFy9eFK1atRIKhUJUrVpVzJs3L9+2Nm3aJOrUqSPkcrmoX7++2LVrl8Z6pVIpZsyYIZydnYVCoRAdOnQQ0dHRhcqX7U6I6FXY7oSocB4/fiwqVaokAIgFCxZInU6pKkxdIROCzw8Xt8TERNja2iIhIYEfyxKRVskZyagQUgEAkBSUBGu5tcQZEZV969atw+effw5LS0tcu3YNHh4eUqdUKgpTVxjER7FEREREgwYNQps2bZCamsredjqwsCMiIiKDIJPJsGbNGnVvuy1btkidUpnDwo6IiIgMhqenJ4KCggCwt502LOyIiIjIoAQFBaFOnTqIjY3F1KlTpU6nTGFhR0RERAYlb2+71atXczz3PFjYERFJwMzEDMObDsfwpsNhZmImdTpEBqd9+/YYOHAghBDw9/dnb7v/YbuTEsB2J0RERCXvyZMn8PT0xNOnTzF//nxMmjRJ6pRKBNudEBERkdFzcHDAwoULAQDBwcGIiYmROCPpsbAjIpKAEAJxyXGIS45jLy6i1zBw4EC0a9cOqampGD58eLn/eWJhR0QkgZTMFDgtdILTQiekZKZInQ6RwZLJZAgLC4NcLseePXuwefNmqVOSFAs7IiIiMmh169ZVtz0ZM2YM4uPjpU1IQizsiIiIyOBNmTJF3dsup4FxecTCjoiIiAyeQqHAmjVrAABhYWHltrcdCzsiIiIyCu3atcOgQYMAAEOHDi2Xve1Y2BEREZHRCA0NReXKlXHlyhUsXrxY6nRKHQs7IiIiMhoODg5YtGgRAGD27Nn4999/Jc6odLGwIyKSgJmJGQY2GoiBjQZySDGiYjZgwAC0b9++XPa245BiJYBDihEREUnr+vXraNiwITIyMvDrr7/ik08+kTqlIuOQYkRERFSu1alTB9OmTQMAjB07Fs+fP5c4o9LBwo6ISAJCCCRnJCM5I7lcfUxEVJomT56MunXr4tGjR+Wmtx0LOyIiCaRkpqBCSAVUCKnAIcWISkje3nZr1qzB8ePHJc6o5LGwIyIiIqPVtm1bDB48GADg7+9v9L3tWNgRERGRUQsNDYWDgwOuXLmChQsXSp1OiWJhR0REREatcuXK6mbFX331Ff755x+JMyo5LOyIiIjI6H322Wd49913kZaWZtS97VjYERERkdGTyWRYvXo1FAoF9u3bh40bN0qdUolgYUdERETlQnnobcfCjohIAqYmpvjY62N87PUxTE1MpU6HqNyYNGkSPD098fjxY0yZMkXqdIodhxQrARxSjIiIqOw6cuQI2rZtCwA4evQoWrVqJXFG+nFIMSIiIiId2rRpgyFDhgBQ9bbLyMiQOKPiw8KOiIiIyp0FCxbA0dER165dM6redizsiIgkkJyRDNlsGWSzZUjOSJY6HaJyp1KlSuredl9//TVu3rwpcUbFg4UdERERlUuffvopOnToYFS97VjYERERUbmUt7ddeHg4fv31V6lTem0s7IiIiKjceuONNzBjxgwAqt52z549kzij18PCjoiIiMq1iRMnol69eoiLi8PkyZOlTue1sLAjIiKick0ul2PNmjUAgP/85z84evSoxBkVHQs7IiIiKvdat26NL774AoBh97ZjYUdEJAFTE1O898Z7eO+N9zikGFEZMX/+fDg6OiIyMhKhoaFSp1MkHFKsBHBIMSIiIsP0888/47PPPoNCocCVK1dQu3ZtqVPikGJERERERdGvXz907NgR6enpCAgIMLjedgZV2O3atQve3t6wtLSEvb09unfvrrH+zp076Nq1K6ysrODk5ISJEyciKytLI+bQoUN4++23oVAoULt2baxfvz7f11m5ciU8PDxgYWEBb29vnDp1qgT3ioiIiMqKnN52FhYW2L9/P37++WepUyoUgynsfv/9d/Tv3x+DBw/GxYsXcezYMfTr10+9Pjs7G127dkVGRgaOHz+ODRs2YP369Zg5c6Y6JiYmBl27dkX79u1x4cIFjB07Fl988QX27t2rjvntt98wfvx4zJo1C+fOnUOjRo3g5+eHx48fl+r+EpFxS85IhvVca1jPteaQYkRlTK1atdS97caNG4enT59KnFEhCAOQmZkpqlatKv7zn//ojNm9e7cwMTERsbGx6tdWr14tbGxsRHp6uhBCiEmTJon69etrvK9Pnz7Cz89Pvdy8eXMxYsQI9XJ2drZwdXUVISEhBc43ISFBABAJCQkFfg8RlS9J6UkCwRAIhkhKT5I6HSJ6SXp6uvDy8hIAxJAhQyTNpTB1hUFcsTt37hzu378PExMTvPXWW6hSpQq6dOmCK1euqGMiIiLQsGFDODs7q1/z8/NDYmIirl69qo7x9fXV2Lafnx8iIiIAABkZGTh79qxGjImJCXx9fdUxREREZPzy9rb7/vvvceTIEYkzKhiDKOz+/fdfAEBwcDCmT5+OnTt3wt7eHu3atVMP/REbG6tR1AFQL8fGxuqNSUxMRGpqKp48eYLs7GytMTnb0CY9PR2JiYkaExERERm2Vq1a4csvvwSg6m2Xnp4ucUavJmlhN2XKFMhkMr1TVFQUlEolAGDatGno2bMnmjRpgnXr1kEmk2Hz5s1S7gIAICQkBLa2turJzc1N6pSIiIioGMyfPx9OTk6IiooyiN52khZ2gYGBiIyM1DvVrFkTVapUAQB4eXmp36tQKFCzZk3cuXMHAODi4oJHjx5pbD9n2cXFRW+MjY0NLC0t4eDgAFNTU60xOdvQJigoCAkJCerp7t27RTwiREREVJbY29tj6dKlAIBvvvkG169flzahV5C0sHN0dISnp6feSS6Xo0mTJlAoFIiOjla/NzMzE7du3YK7uzsAwMfHB5cvX9Z4ejU8PBw2NjbqgtDHxwf79+/XyCE8PBw+Pj4AoP5aeWOUSiX279+vjtFGoVDAxsZGYyIiIiLj8Mknn6BTp05IT0/HsGHDynRvO4O4x87GxgYBAQGYNWsW9u3bh+joaAwbNgwA0KtXLwBAp06d4OXlhf79++PixYvYu3cvpk+fjhEjRkChUAAAAgIC8O+//2LSpEmIiorCqlWrsGnTJowbN079tcaPH4/vvvsOGzZsQGRkJIYNG4bk5GQMHjy49HeciIyWicwEbd3boq17W5jIDOJUTFRuyWQyrFq1ChYWFjhw4AB++uknqVPSreQf0i0eGRkZIjAwUDg5OYmKFSsKX19fceXKFY2YW7duiS5dughLS0vh4OAgAgMDRWZmpkbMwYMHRePGjYVcLhc1a9YU69aty/e1VqxYIapXry7kcrlo3ry5OHHiRKFyZbsTIiIi4zN37lwBQDg4OIgnT56U2tctTF3BsWJLAMeKJSIiMj4ZGRl4++23cfXqVXz++ef4/vvvS+XrcqxYIiIiomKWt7fdf//7Xxw+fFjijPJjYUdEJIHkjGQ4hjrCMdSRQ4oRGZCWLVvC398fQNnsbcfCjohIIk9SnuBJyhOp0yCiQgoJCYGzszOio6Mxf/58qdPRwMKOiIiIqBDy9rabM2dOmeptx8KOiIiIqJD69OkDPz8/ZGRkICAgoMz0tmNhR0RERFRIeXvbHTx4ED/++KPUKQFgYUdERERUJDVr1sSsWbMAqAY4ePJE+ntmWdgRERERFVFgYCAaNGiAp0+fYuLEiVKnw8KOiEgKJjITNHVtiqauTTmkGJEBMzc3x9q1awEA69evx6FDhyTNhyNPlACOPEFERFS+DBs2DGFhYahTpw4uXbqkHqe+OHDkCSIiIqJSlNPb7vr165g3b55kebCwIyIiInpNdnZ2WLZsGQBg7ty5iI6OliQPFnZERBJIyUyBx1IPeCz1QEpmitTpEFEx6N27Nzp37ixpbzsWdkREEhBC4HbCbdxOuF1mGpsS0evJ6W1naWmJQ4cOYcOGDaWeAws7IiIiomJSo0YNBAcHAwAmTJhQ6r3tWNgRERERFaNx48ahYcOGePr0KSZMmFCqX5uFHREREVExMjc3x5o1ayCTybBhwwYcPHiw1L42CzsiIiKiYubj44OAgAAAQEBAANLS0krl67KwIyIiIioBc+fOhYuLS6n2tmNhR0QkAZlMBi9HL3g5ekEmk0mdDhGVADs7OyxfvhyAqoFxVFRUiX9NDilWAjikGBEREQGq1kbvv/8+du/ejTZt2uDQoUOF/mOOQ4oRERERlQEymQwrV66EpaUljhw5gvXr15fo12NhR0RERFSCPDw8MHv2bACq3nZxcXEl9rVY2BERSSAlMwX1V9VH/VX1OaQYUTkwduxYvPnmm3j27FmJ9rZjYUdEJAEhBK7FXcO1uGscUoyoHDA3N8fatWshk8nwww8/4MCBAyXydVjYEREREZUCb29vDB8+HEDJ9bZjYUdERERUSubMmYMqVargxo0bmDt3brFvn4UdERERUSmxtbVV97abN28eIiMji3X7LOyIiIiISlHPnj3RtWtXZGZmwt/fH0qlsti2zcKOiIiIqBTJZDJ8++23sLKywtGjR4u1tx0LOyIiCchkMrjbusPd1p1DihGVQy/3tnv8+HGxbJdDipUADilGREREr5KZmYlmzZrh4sWL+Oyzz/Djjz9qjeOQYkRERERlXN7edj/99BP++uuv194mCzsiIiIiiTRv3hwjRowAAAwbNgypqamvtT0WdkREEkjNTEWz75qh2XfNkJr5eidyIjJs33zzDVxdXXHz5s3X7m3Hwo6ISAJKocSZB2dw5sEZKEXxtTogIsOTt7fd/Pnzce3atSJvi4UdERERkcQ++ugjvP/++6/d246FHREREZHE8va2+/vvv/Hf//63SNthYUdERERUBri7u+Prr78GAEycOBGPHj0q9DZY2BERERGVEaNHj0bjxo0RHx+PwMDAQr+fhR0RERFRGWFmZqbubffzzz8jPDy8UO83iMLu0KFDkMlkWqfTp0+r4y5duoTWrVvDwsICbm5uWLBgQb5tbd68GZ6enrCwsEDDhg2xe/dujfVCCMycORNVqlSBpaUlfH19cePGjRLfRyIqfxysHOBg5SB1GkRUxjRr1gwjR44EUPjedgZR2LVo0QIPHz7UmL744gvUqFEDTZs2BaAabqNTp05wd3fH2bNnERoaiuDgYKxdu1a9nePHj6Nv374YMmQIzp8/j+7du6N79+64cuWKOmbBggVYvnw5wsLCcPLkSVhbW8PPzw9paWmlvt9EZLys5daImxiHuIlxsJZbS50OEZUxOb3t/vnnHyxcuLDA7zPIsWIzMzNRtWpVjBo1CjNmzAAArF69GtOmTUNsbCzkcjkAYMqUKdi2bRuioqIAAH369EFycjJ27typ3tY777yDxo0bIywsDEIIuLq6IjAwEBMmTAAAJCQkwNnZGevXr8cnn3xSoPw4ViwRERG9rj/++AM9e/aEqakpsrOzjXes2B07duDp06cYPHiw+rWIiAi0adNGXdQBgJ+fH6Kjo/H8+XN1jK+vr8a2/Pz8EBERAQCIiYlBbGysRoytrS28vb3VMURERESloUePHujWrRuys7ML/B6DLOy+//57+Pn5oVq1aurXYmNj4ezsrBGXsxwbG6s3Ju/6vO/TFqNNeno6EhMTNSYiIn1SM1PRbn07tFvfjkOKEZFWMpkMK1asgJWVVYHfI2lhN2XKFJ0PReRMOR+j5rh37x727t2LIUOGSJR1fiEhIbC1tVVPbm5uUqdERGWcUihx+PZhHL59mEOKEZFO1atXx6pVqwocb1aCubxSYGAgBg0apDemZs2aGsvr1q1D5cqV0a1bN43XXVxc8jXyy1l2cXHRG5N3fc5rVapU0Yhp3LixzhyDgoIwfvx49XJiYiKLOyIiIioWPXr0eGW9lEPSws7R0RGOjo4FjhdCYN26dRgwYADMzc011vn4+GDatGnIzMxUrwsPD0fdunVhb2+vjtm/fz/Gjh2rfl94eDh8fHwAADVq1ICLiwv279+vLuQSExNx8uRJDBs2TGdeCoUCCoWiwPtBREREVBIM6h67AwcOICYmBl988UW+df369YNcLseQIUNw9epV/Pbbb1i2bJnGlbQxY8Zgz549WLRoEaKiohAcHIwzZ86oe8XIZDKMHTsW33zzDXbs2IHLly9jwIABcHV1Rffu3UtrN4mIiIiKRNIrdoX1/fffo0WLFvD09My3ztbWFvv27cOIESPQpEkTODg4YObMmRg6dKg6pkWLFvjll18wffp0TJ06FW+88Qa2bduGBg0aqGMmTZqE5ORkDB06FPHx8WjVqhX27NkDCwuLUtlHIiIioqIyyD52ZR372BHRqyRnJKNCSAUAQFJQEpsUE5FOhakrDOqKHRGRMbEyL3gLAyKigmBhR0QkAWu5NZKnJkudBhEZGYN6eIKIiIiIdGNhR0RERGQkWNgREUkgLSsNXX/piq6/dEVaVprU6RCRkeA9dkREEshWZmP3jd3qeSKi4sArdkRERERGgoUdERERkZFgYUdERERkJFjYERERERkJFnZERERERoJPxZaAnOF3ExMTJc6EiMqq5Ixk4H9dThITE5Et55OxRKRdTj2RU1/oIxMFiaJCuXfvHtzc3KROg4iIiIzI3bt3Ua1aNb0xLOxKgFKpxIMHD1CxYkXIZDKp0ylRiYmJcHNzw927d2FjYyN1OpLgMeAxAHgMAB4DgMcA4DEAiv8YCCHw4sULuLq6wsRE/110/Ci2BJiYmLyyojY2NjY25fYHOAePAY8BwGMA8BgAPAYAjwFQvMfA1ta2QHF8eIKIiIjISLCwIyIiIjISLOzotSgUCsyaNQsKhULqVCTDY8BjAPAYADwGAI8BwGMASHsM+PAEERERkZHgFTsiIiIiI8HCjoiIiMhIsLAjIiIiMhIs7CifI0eO4IMPPoCrqytkMhm2bdumsV4IgZkzZ6JKlSqwtLSEr68vbty4oRHz7NkzfPrpp7CxsYGdnR2GDBmCpKSkUtyL16PvGGRmZmLy5Mlo2LAhrK2t4erqigEDBuDBgwca2zDmY/CygIAAyGQyLF26VOP18nAMIiMj0a1bN9ja2sLa2hrNmjXDnTt31OvT0tIwYsQIVK5cGRUqVEDPnj3x6NGjUtyL1/OqY5CUlISRI0eiWrVqsLS0hJeXF8LCwjRiDP0YhISEoFmzZqhYsSKcnJzQvXt3REdHa8QUZB/v3LmDrl27wsrKCk5OTpg4cSKysrJKc1eK7FXH4NmzZxg1ahTq1q0LS0tLVK9eHaNHj0ZCQoLGdoz5GOQlhECXLl20/syU9DFgYUf5JCcno1GjRli5cqXW9QsWLMDy5csRFhaGkydPwtraGn5+fkhLS1PHfPrpp7h69SrCw8Oxc+dOHDlyBEOHDi2tXXht+o5BSkoKzp07hxkzZuDcuXP4448/EB0djW7dumnEGfMxyGvr1q04ceIEXF1d860z9mPwzz//oFWrVvD09MShQ4dw6dIlzJgxAxYWFuqYcePG4c8//8TmzZtx+PBhPHjwAB999FFp7cJre9UxGD9+PPbs2YOffvoJkZGRGDt2LEaOHIkdO3aoYwz9GBw+fBgjRozAiRMnEB4ejszMTHTq1AnJycnqmFftY3Z2Nrp27YqMjAwcP34cGzZswPr16zFz5kwpdqnQXnUMHjx4gAcPHmDhwoW4cuUK1q9fjz179mDIkCHqbRj7Mchr6dKlWkeeKpVjIIj0ACC2bt2qXlYqlcLFxUWEhoaqX4uPjxcKhUL8+uuvQgghrl27JgCI06dPq2P+7//+T8hkMnH//v1Sy724vHwMtDl16pQAIG7fvi2EKD/H4N69e6Jq1ariypUrwt3dXSxZskS9rjwcgz59+ojPPvtM53vi4+OFubm52Lx5s/q1yMhIAUBERESUVKolRtsxqF+/vvjqq680Xnv77bfFtGnThBDGdwyEEOLx48cCgDh8+LAQomD7uHv3bmFiYiJiY2PVMatXrxY2NjYiPT29dHegGLx8DLTZtGmTkMvlIjMzUwhRfo7B+fPnRdWqVcXDhw/z/cyUxjHgFTsqlJiYGMTGxsLX11f9mq2tLby9vREREQEAiIiIgJ2dHZo2baqO8fX1hYmJCU6ePFnqOZeGhIQEyGQy2NnZASgfx0CpVKJ///6YOHEi6tevn2+9sR8DpVKJXbt2oU6dOvDz84OTkxO8vb01PnY5e/YsMjMzNX5ePD09Ub16dfXPi6Fr0aIFduzYgfv370MIgYMHD+L69evo1KkTAOM8BjkfL1aqVAlAwfYxIiICDRs2hLOzszrGz88PiYmJuHr1ailmXzxePga6YmxsbGBmphq9tDwcg5SUFPTr1w8rV66Ei4tLvveUxjFgYUeFEhsbCwAa35Q5yznrYmNj4eTkpLHezMwMlSpVUscYk7S0NEyePBl9+/ZVjwlYHo7B/PnzYWZmhtGjR2tdb+zH4PHjx0hKSsK8efPQuXNn7Nu3Dz169MBHH32Ew4cPA1AdA7lcri74c+T9eTF0K1asgJeXF6pVqwa5XI7OnTtj5cqVaNOmDQDjOwZKpRJjx45Fy5Yt0aBBAwAF28fY2Fit582cdYZE2zF42ZMnT/D1119r3HpRHo7BuHHj0KJFC3z44Yda31cax8CsWLZCVE5lZmaid+/eEEJg9erVUqdTas6ePYtly5bh3LlzWu8jKQ+USiUA4MMPP8S4ceMAAI0bN8bx48cRFhaGtm3bSpleqVmxYgVOnDiBHTt2wN3dHUeOHMGIESPg6uqqcQXLWIwYMQJXrlzB33//LXUqknnVMUhMTETXrl3h5eWF4ODg0k2ulGg7Bjt27MCBAwdw/vx5CTPjFTsqpJxLyy8/7fXo0SP1OhcXFzx+/FhjfVZWFp49e6b10rShyinqbt++jfDwcPXVOsD4j8HRo0fx+PFjVK9eHWZmZjAzM8Pt27cRGBgIDw8PAMZ/DBwcHGBmZgYvLy+N1+vVq6d+KtbFxQUZGRmIj4/XiMn782LIUlNTMXXqVCxevBgffPAB3nzzTYwcORJ9+vTBwoULARjXMRg5ciR27tyJgwcPolq1aurXC7KPLi4uWs+bOesMha5jkOPFixfo3LkzKlasiK1bt8Lc3Fy9ztiPwYEDB/DPP//Azs5OfV4EgJ49e6Jdu3YASucYsLCjQqlRowZcXFywf/9+9WuJiYk4efIkfHx8AAA+Pj6Ij4/H2bNn1TEHDhyAUqmEt7d3qedcEnKKuhs3buCvv/5C5cqVNdYb+zHo378/Ll26hAsXLqgnV1dXTJw4EXv37gVg/MdALpejWbNm+dodXL9+He7u7gCAJk2awNzcXOPnJTo6Gnfu3FH/vBiyzMxMZGZmwsRE81eJqamp+oqmMRwDIQRGjhyJrVu34sCBA6hRo4bG+oLso4+PDy5fvqzxx07OH4Qv/3FQFr3qGACq3wWdOnWCXC7Hjh07NJ4OB4z/GEyZMiXfeREAlixZgnXr1gEopWNQLI9gkFF58eKFOH/+vDh//rwAIBYvXizOnz+vfuJz3rx5ws7OTmzfvl1cunRJfPjhh6JGjRoiNTVVvY3OnTuLt956S5w8eVL8/fff4o033hB9+/aVapcKTd8xyMjIEN26dRPVqlUTFy5cEA8fPlRPeZ9qMuZjoM3LT8UKYfzH4I8//hDm5uZi7dq14saNG2LFihXC1NRUHD16VL2NgIAAUb16dXHgwAFx5swZ4ePjI3x8fKTapUJ71TFo27atqF+/vjh48KD4999/xbp164SFhYVYtWqVehuGfgyGDRsmbG1txaFDhzR+3lNSUtQxr9rHrKws0aBBA9GpUydx4cIFsWfPHuHo6CiCgoKk2KVCe9UxSEhIEN7e3qJhw4bi5s2bGjFZWVlCCOM/BtrgpadiS+MYsLCjfA4ePCgA5JsGDhwohFC1PJkxY4ZwdnYWCoVCdOjQQURHR2ts4+nTp6Jv376iQoUKwsbGRgwePFi8ePFCgr0pGn3HICYmRus6AOLgwYPqbRjzMdBGW2FXHo7B999/L2rXri0sLCxEo0aNxLZt2zS2kZqaKoYPHy7s7e2FlZWV6NGjh3j48GEp70nRveoYPHz4UAwaNEi4uroKCwsLUbduXbFo0SKhVCrV2zD0Y6Dr533dunXqmILs461bt0SXLl2EpaWlcHBwEIGBgepWIGXdq46Bru8TACImJka9HWM+Brre83KLoJI+BrL/fWEiIiIiMnC8x46IiIjISLCwIyIiIjISLOyIiIiIjAQLOyIiIiIjwcKOiIiIyEiwsCMiIiIyEizsiIiIiIwECzsiIiIiI8HCjoioBK1fvx52dnal8rUOHToEmUyWbzB6Iio/WNgRUbkQFxeHYcOGoXr16lAoFHBxcYGfnx+OHTumjpHJZNi2bZt0Sb6mFi1a4OHDh7C1tZU6FSKSiJnUCRARlYaePXsiIyMDGzZsQM2aNfHo0SPs378fT58+lTq1YpGZmQm5XA4XFxepUyEiCfGKHREZvfj4eBw9ehTz589H+/bt4e7ujubNmyMoKAjdunUDAHh4eAAAevToAZlMpl4GgNWrV6NWrVqQy+WoW7cufvzxx3zb9/f3h7OzMywsLNCgQQPs3LlTay5xcXFo2rQpevTogfT0dK0xHh4e+Prrr9G3b19YW1ujatWqWLlypUaMTCbD6tWr0a1bN1hbW2POnDlaP4o9duwY2rVrBysrK9jb28PPzw/Pnz8HACiVSoSEhKBGjRqwtLREo0aNsGXLlsIcWiIqY1jYEZHRq1ChAipUqIBt27bpLKZOnz4NAFi3bh0ePnyoXt66dSvGjBmDwMBAXLlyBf7+/hg8eDAOHjwIQFUcdenSBceOHcNPP/2Ea9euYd68eTA1Nc33Ne7evYvWrVujQYMG2LJlCxQKhc6cQ0ND0ahRI5w/fx5TpkzBmDFjEB4erhETHByMHj164PLly/j888/zbePChQvo0KEDvLy8EBERgb///hsffPABsrOzAQAhISH44YcfEBYWhqtXr2LcuHH47LPPcPjw4QIcVSIqkwQRUTmwZcsWYW9vLywsLESLFi1EUFCQuHjxokYMALF161aN11q0aCG+/PJLjdd69eol3nvvPSGEEHv37hUmJiYiOjpa69ddt26dsLW1FVFRUcLNzU2MHj1aKJVKvbm6u7uLzp07a7zWp08f0aVLF41cx44dqxFz8OBBAUA8f/5cCCFE3759RcuWLbV+jbS0NGFlZSWOHz+u8fqQIUNE37599eZHRGUXr9gRUbnQs2dPPHjwADt27EDnzp1x6NAhvP3221i/fr3e90VGRqJly5Yar7Vs2RKRkZEAVFfFqlWrhjp16ujcRmpqKlq3bo2PPvoIy5Ytg0wme2W+Pj4++ZZzvmaOpk2b6t1GzhU7bW7evImUlBR07NhRfUWzQoUK+OGHH/DPP/+8Mj8iKpv48AQRlRsWFhbo2LEjOnbsiBkzZuCLL77ArFmzMGjQoCJv09LS8pUxCoUCvr6+2LlzJyZOnIiqVasW+evlZW1tXeTckpKSAAC7du3Kl4++j4iJqGzjFTsiKre8vLyQnJysXjY3N1fff5ajXr16Gi1RANUDCV5eXgCAN998E/fu3cP169d1fh0TExP8+OOPaNKkCdq3b48HDx68MrcTJ07kW65Xr94r35fXm2++if3792td5+XlBYVCgTt37qB27doak5ubW6G+DhGVHbxiR0RG7+nTp+jVqxc+//xzvPnmm6hYsSLOnDmDBQsW4MMPP1THeXh4YP/+/WjZsiUUCgXs7e0xceJE9O7dG2+99RZ8fX3x559/4o8//sBff/0FAGjbti3atGmDnj17YvHixahduzaioqIgk8nQuXNn9bZNTU3x888/o2/fvnj33Xdx6NAhva1Jjh07hgULFqB79+4IDw/H5s2bsWvXrkLtd1BQEBo2bIjhw4cjICAAcrkcBw8eRK9eveDg4IAJEyZg3LhxUCqVaNWqFRISEnDs2DHY2Nhg4MCBhTzKRFQmSH2THxFRSUtLSxNTpkwRb7/9trC1tRVWVlaibt26Yvr06SIlJUUdt2PHDlG7dm1hZmYm3N3d1a+vWrVK1KxZU5ibm4s6deqIH374QWP7T58+FYMHDxaVK1cWFhYWokGDBmLnzp1CiNyHJ3JkZmaKjz76SNSrV088evRIa77u7u5i9uzZolevXsLKykq4uLiIZcuWacRAy4MeLz88IYQQhw4dEi1atBAKhULY2dkJPz8/9XqlUimWLl0q6tatK8zNzYWjo6Pw8/MThw8fLuCRJaKyRiaEEFIXl0RElMvDwwNjx47F2LFjpU6FiAwM77EjIiIiMhIs7IiIiIiMBD+KJSIiIjISvGJHREREZCRY2BEREREZCRZ2REREREaChR0RERGRkWBhR0RERGQkWNgRERERGQkWdkRERERGgoUdERERkZFgYUdERERkJP4fSHI2pL2+d50AAAAASUVORK5CYII=", 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94laTHdixnZsuetFspd488khiYj+lGYd9JZN68EERx64imq3VVzIpTdblSDyl7bxld1WajdZxXaf+/MTMx+I1k7AmR0pOFlZNlOXIkKnHy1eCKE2U5chmrJlVEzMfe3bHHUnZjDWhVWLmY880iZMjmZQmtErKfHylqlWTkklpBlRfSZ8qVUrKZqyv86TMx56TXznyUOrfj/4deaMJtRzZjPXv0tc2A5qoy5FEThNOffih97aFCycmOftP2MefylP/5RfL9OHHIpki0+ccof3wJDQ08XfQJF36N1GjhmRp1kwmZcok999/v4x94w15Int2qeLIju2Kc0QSzhGJOEdc9znCtHUksjvv+Xp5j3QqFleaOHGiVbRoUSsiIsK6/fbbrdWrVyf7e0+ePKnT29bJxAQBV5b69d2/IVcuz+203HGHe9tChby3rVzZvW2ZMt7blirl3vbmm723jYlxb3vnnd7bZsvm3rZhQ+9tw8Lc2z70kPe2Wi5cSGr7xBO+2x4/ntS2fXvfbffvT2rbs6fvtjt3JrUdONB32/Xrk9q+/rrvtitWJLWdMMF324ULk9q+/bbvtp99ltT24499t/3gg6S2X37pu+3UqUltFy3y3faNN5Larlzpu+0rryS13bTJd9v+/ZPa7t7tu+3zzye1PXjQd9t27ZLanjzpu+1jjyW1jY/33fb++91e7gkREd7bpuU5Ql+Xvvrp4Rzx6KOPmnNadRHroqe2nCOSCueIxMI5wrrec4Tlco7QeMLEFfrzroIROy+6du1qynXRrR00zbqnTxyXf7rytkWEfopwpVtLuO7r4sqR5ttB90VyfLq6nO5Z5Eo/fVy2EtjJsYeWg+a1unxfINf9xy7/JKYjAZ5cfr+m8vb1qcT1ImT9xKZ7TnmjowKuac1d0+JfzvGp3XG8fbV1fGp3pDX31db1Ogj9f/DV1vUY66dnX21d953RT3i+2rr+n+r/ua+2jvTzShNx+2rrSD+vdMTBV1vX16WOGPlqWypptaR5jflq6xgNcLzufLUtX977NgmePuU76OiPr7aOzTsdr09fbR0jB/+5dE8DWbQrMWX9PSXvkUyhYel7jnCM0OnrVF/L+rpy/RtzOUdMmDBBvv3yS/k5Pl6mVaggnS8fteMckYRzRCLOEdd9jjCjtEmbxbpvsuwDiyfSAIsnAFxN7MVY6fVt4mr6sY3GSqTrVGxa0n2jdB8pfeN95ZXEKd9k7Cyh2yzqh109p+3YsUMKur7JA8gwcQWBXRogsAOQoWlCdd0oNQVbhWl+z5o1a8qaNWvk0UcfNdssAkgfrIoFAHinU00p3P81LCxMpk+fbr5qOqivdcEVgAyHwA4AbKCTJUfPHjXFXyZOqlSp4kzG3qVLF5MtAEDGQmAHADY4F39O8o3JZ4rW/cWQIUOkWLFism/fPhk6dKjd3QFwGQI7AECyRUdHy+TJk0193LhxsnHjf8n4AGQIBHYAgBS59957pXnz5mZBRfv27c1XABkDgR0AIMV0Rx5dnbd27VqZMmWK3d0B8B8COwBAimkeu+HDh5v6iy++KAcOHLC7SwAI7AAA16pjx45SvXp1OX36tHTv3t3u7gAgsAMAXKvQ0FBnbrvPPvtMvvK1ITuAdEFgBwA2yBSaSVpXaW2K1v3VTTfdJL179zZ13XLsjLc9bQGkC7YUSwNsKQYgmGii4kqVKsnevXtNkDdmzBi7uwQEFLYUAwDYkttOV8tu2LDB7i4BQYvADgBsoJMlZ+POmhIIEydNmjSRFi1akNsOsBmBHQDYQLcRyzo8qyn+tKWYLzpap9NF69atc47gAUhfBHYAgFRRoEABGTFihKkPHDhQ/vrrL7u7BAQdAjsAQKrRadg77riD3HaATQjsAACpntsuU6ZM8vnnn8v8+fPt7hIQVAjsAACpqnLlyuS2A2xCYAcASHWDBw+W4sWLy/79+00dQPogsAMApLqoqCiZMmWKqU+YMEF++eUXu7sEBAUCOwCwQVhomDxa4VFTtB6IGjduLI899pgkJCSQ2w5IJ2wplgbYUgwAEh06dEjKlStnzoc6ctetWze7uwT4HbYUAwBkCDExMTJy5EhTJ7cdkPYI7AAAaeq5556TGjVqmNWxzz//vN3dAQIagR0A2ED3iA0ZFmKK1gM9t920adNMbrt58+aZAiBtENgBANIlt90LL7xg6jpqpztTAEh9BHYAgHQxaNAgKVmypLnOjtx2QNogsAMApFtuu8mTJ5v6m2++KevXr7e7S0DAIbADAKSbRo0aSatWrZy57S5evGh3l4CAQmAHAEhXY8eOlZw5c5rdKN566y27uwMEFAI7AIBtue1eeukls58sgNRBYAcANtBtxO698V5TAnVLMV+effZZufPOO+Xs2bPktgNSEVuKpQG2FAOAq9u2bZtUrVrVXGf3xRdfSLNmzezuEpAhsaUYACDDq1ixovTt29fUu3btSm47IBUQ2AEAbKPX2GluuwMHDpg8dwCuD4EdANhAtxGLfj3alEDfUsyXLFmyyJQpU0x94sSJsm7dOru7BPg1AjsAsMm5+HOmBLuGDRvK448/Tm47IBUQ2AEAMkxuuw0bNpiROwDXhsAOAGC7/Pnzy+jRo01dr7Xbt2+f3V0C/JLfBHavvfaa1KxZ0+w1qJ/qPNETQdOmTU2bfPnySZ8+fa4Y0l+6dKnccsstEhkZKaVLl5aZM2de8TyTJk2S4sWLS+bMmaV69eqyZs2aNPu9AACJnnnmGalVq5bJbaerZMnGBQRwYBcXFyfNmzeXTp06eXz80qVLJqjTditXrpT33nvPBG2DBw92ttmzZ49pc9ddd8nGjRulR48eJknmt99+62wza9Ys6dWrlwwZMsRsd1OlShWzt+GRI0fS5fcEgGAVGhoq06ZNk/DwcPnqq69k3rx5dncJ8D+Wn5kxY4aVI0eOK+5fsGCBFRoaah06dMh535QpU6zs2bNbsbGx5nbfvn2tihUrun1fy5YtrUaNGjlv33777VaXLl2cty9dumQVLFjQGj58eLL7ePLkSf2Yab4CgCdnYs9YMlRM0TqSDBw40JxDCxUqxHkUsFIWV/jNiN3VrFq1SipXrmyu03DQkTbN1qzZzR1tGjRo4PZ92kbvVzrat379erc2+glSbzvaeBIbG2t+jmsBAF9CQ0KlbrG6pmgdSQYOHCilSpUyue00zx2A5AuYs8mhQ4fcgjrluK2P+Wqjgdj58+fl2LFjZkrXUxvHc3gyfPhws9WHoxQpUiQVfzMAgShLeBZZ2mapKVqHe267qVOnmvpbb70la9eutbtLgN+wNbDr37+/hISE+Cw7d+6UjG7AgAFm/zZH2b9/v91dAgC/pjMlTz75pFlAQW47IPkyiY169+4tbdq08dlGt5pJjpiYmCtWrx4+fNj5mOOr4z7XNrqhrn5CDAsLM8VTG8dzeKIrbLUAAFLPG2+8Id98841Z7Pbmm2+ahW0AMvCIXd68eaVcuXI+S0RERLKeq0aNGrJlyxa31auLFi0yQVuFChWcbRYvXuz2fdpG71f6s6pVq+bWRjOh621HGwBIDbqNWN7ReU0J5i3FfNG0Va657f7880+7uwRkeH5zjZ3mqNNPbfpVr4PTupYzZ844t6TRAO6pp56STZs2mRQmetFtly5dnKNpHTt2lD/++EP69u1rpngnT54ss2fPlp49ezp/jn4ifPvtt026lB07dpj0KppTqW3btrb97gAC07Fzx0yBd3rurV27tpw7d47cdkByWH6idevWZqnv5WXJkiXONnv37rWaNGliZcmSxcqTJ4/Vu3dvKz4+3u15tH3VqlWtiIgIq2TJkiZ9yuUmTpxoFS1a1LTR9CerV69OUV9JdwLgakh3knzbtm2zwsPDzXl17ty5dncHSHcpiStC9J9kRYBINl1lq6tjdSGFTgUDwOV0+jXr8KymfmbAGYmOiLa7SxmaTsW++uqrUqBAATOboudYIFicSkFc4TdTsQCA4PXiiy+abSD//vtvctsBPhDYAQD8Kred7ufNHt6AZwR2AAC/UL9+fbNAjtx2gHcEdgBgA91G7NaCt5rClmIpy213ww03mOwH48ePt7s7QIbD4ok0wOIJAEg77777rrRr106ioqLMXuDFixe3u0tAmmLxBAAgoHPb1alTx+S201yljE8ASQjsAAB+RfcR14UU4eHhsmDBAvnss8/s7hKQYRDYAYANzsWfk+Lji5uidaRM+fLlZcCAAaberVs3M0UFgMAOAGyh04d/nvzTFKYSr40GdjfeeKPJbTdw4EC7uwNkCAR2AAC/lDlzZmduO937++eff7a7S4DtCOwAAH7r7rvvlqefftqZ2y4+Pt7uLgG2IrADAPi1MWPGmNx2mzdvJrcdgh6BHQDAr+XNm9cEd2rIkCGyd+9eu7sE2IbADgDg99q0aSN169aV8+fPk9sOQY3ADgBsysVWIW8FU7SO1MltFxERYXLbzZ071+4uAbYgsAMAG0SFR8m2zttM0TquX7ly5chth6BHYAcACBj9+/eXMmXKyKFDh5xBHhBMCOwAAAGZ206/rlq1yu4uAemKwA4AbKDbiFWcXNEUthRLXXfddZe0bt3aLKDo0KEDue0QVAjsAMAGGnRsP7rdFFZwpj5Nf5I7d27ZsmWLjBs3zu7uAOmGwA4AEHDy5Mkjb7zxhqkPHTpU9uzZY3eXgHRBYAcACEi61Vi9evVMbrvOnTszMoqgQGAHAAj43HYLFy6U2bNn290lIM0R2AEAAlbZsmXlxRdfNPXu3bvLiRMn7O4SkKYI7AAAAZ/bTgO8w4cPk9sOAY/ADgBsmiYslqOYKWwplrYiIyNl2rRppk5uOwQ6AjsAsIFuI7a3x15T2FIs7dWtW1fatm1r6u3btye3HQIWgR0AICiMHj3apEHZunWrjB071u7uAGmCwA4AEBQ0YbEjt92wYcPkjz/+sLtLQKojsAMAG5yPPy+3vX2bKVpH+njqqafMlmPktkOgIrADABskWAmy7uA6U7SO9M9t9+2338qsWbPs7hKQqgjsAABBpUyZMjJw4EBT79Gjh/z77792dwlINQR2AICg069fPylXrhy57RBwCOwAAEGd206/rly50u4uAamCwA4AEJTq1KkjzzzzjDO3XVxcnN1dAq4bgR0AIGiNGjXK5Lbbtm2bMxUK4M8I7ADAJnmi8pgCe3PbOZIVv/zyy/L777/b3SXguoRYJPFJdadOnZIcOXLIyZMnJXv27HZ3BwDgg74N3nPPPbJ48WJp2LChLFy4kP174bdxBSN2AICgpkHclClTzIKK7777Tj799FO7uwRcMwI7AEDQu/HGG+Wll14ydXLbwZ8R2AGADXQbsXoz65nClmIZQ58+faR8+fJy5MgRk+cO8Ed+Edjt3btX2rVrJyVKlJAsWbJIqVKlZMiQIVcsTd+8ebPUrl1bMmfOLEWKFDGrnS43Z84ck5RS21SuXFkWLFhwxbUWgwcPlgIFCpif1aBBA9m9e3ea/44AgotuI7bsz2WmsKVYxqBTsbrdmHr77bflxx9/tLtLQGAGdjt37pSEhASTRFKXpI8bN8788b344otuFxbqRa/FihWT9evXy+jRo2Xo0KEyffp0ZxtNQNmqVSsTJG7YsEGaNWtmytatW51tNBh88803zfP//PPPEh0dLY0aNZILFy6k++8NAEj/3Hb6HqE6dOhAbjv4H8tPjRo1yipRooTz9uTJk61cuXJZsbGxzvv69etnlS1b1nm7RYsWVtOmTd2ep3r16laHDh1MPSEhwYqJibFGjx7tfPzEiRNWZGSk9cknnyS7bydPntSVxuYrAHhyJvaMJUPFFK0j4zh+/LiVN29ecx5/7bXX7O4OYKUkrvCLETtPdMnvDTfc4Ly9atUq80krIiLCeZ+OtO3atct5Eay20alVV9pG71d79uyRQ4cOubXR5cXVq1d3tgEABDZ9b9GZIfXKK6/Ib7/9ZneXgGTzy8BO/8gmTpxohskdNCDLnz+/WzvHbX3MVxvXx12/z1MbT2JjY81UsGsBAPivxx9/3HzI18twOnfubK6/BvyBrYFd//79Tf4gX0Wvr3N14MABady4sTRv3lyee+45yQiGDx9uRvYcRRduAAACI7fdokWL5OOPP7a7S0DGD+x69+4tO3bs8FlKlizpbH/w4EG56667pGbNmm6LIlRMTIwcPnzY7T7HbX3MVxvXx12/z1MbTwYMGGCmhh1l//7913hEAASTqPAoU5AxlS5dWgYNGmTqPXv2lH/++cfuLgEZO7DLmzevST3iqziumdORunr16km1atVkxowZEhrq3vUaNWrI8uXLJT4+3nmffsoqW7as5MqVy9lGt4xxpW30fqXpVDSAc22j06q6OtbRxhP9RKdbfLgWAPAlOiJazr541hStI2Pntjt69Ci57eAX/OIaO0dQV7RoURkzZoz5A9Nr3lyve9PrITQI1GXqmhJl1qxZMmHCBOnVq5ezTffu3c0egG+88YaZ4tV0KOvWrZOuXbs6h9414/irr74q8+fPly1btsjTTz8tBQsWNGlRAADBRd9XHDNE//vf/2TFihV2dwnwzfIDM2bMMMt8PRVXmzZtsmrVqmXSkxQqVMgaMWLEFc81e/Zsq0yZMlZERIRVsWJF65tvvnF7XFOeDBo0yMqfP795nvr161u7du1KUX9JdwIAgeW5554z5/Xy5cu7pdUC0kNK4ooQ/ecqsR9SSKdvdRGFXm/HtCwATy5cvCCPzH7E1D9r8ZlkzpTZ7i7BB72+zrHdmM7qDBw40O4uIYicSkFc4RdTsQAQaC4lXJIFuxeYonX4V247tppERkVgBwBAMuiWlPfcc4/JXdqpUydy2yFDIrADACAFue0yZ85ssid89NFHdncJuAKBHQAAyVSqVCm33HbHjx+3u0uAGwI7AABS4IUXXpCKFSvKsWPHyG2HDIfADgCAFOa2mzZtmqm/8847Jjk+kFEQ2AEAkEJ33nmntG/f3tQ7dOhgFlQAGQGBHQDYQLcRs4ZYprClmH8aMWKE5MuXz+xkNGrUKLu7AxgEdgAAXAPdh3z8+PGm/tprr8mvv/5qd5cAAjsAAK7VY489Jg0bNiS3HTIMAjsAsGlLseZzmpuidfhvbrvJkyeb3HY//PCDfPjhh3Z3CUGOwA4AbKDbiM3dPtcUthTz/9x2Q4YMMfVevXqR2w62IrADAOA69e7dWypVqmRy2/Xt29fu7iCIEdgBAHCdwsPDnbnt3n33XVm2bJndXUKQIrADACAV1KxZ0+S0U+S2g10I7AAASCXDhw+X/Pnzy65du2TkyJF2dwdBiMAOAIBUQm472I3ADgCAVNSyZUtp3LixxMXFSceOHclth3RFYAcANogKj5IzA86YonUEXm67LFmyyJIlS+SDDz6wu0sIIgR2AGDTm7/uEatF6wgsJUqUcMttp2lQgPRAYAcAQBrQgE5z22nC4j59+tjdHQQJAjsAsEHsxVhpM6+NKVpHYOa2mz59uqnPnDlTli5daneXEAQI7ADABhcTLsp7m94zResITDVq1DALKBS57ZAeCOwAAEjj3HYxMTEm9cmIESPs7g4CHIEdAABpKGfOnDJhwgRTf/31103yYiCtENgBAJDGmjdvLk2aNCG3HdIcgR0AAGlMU9pMmjTJ5LbTRRTvvfee3V1CgCKwAwAgnXLbDR061NRfeOEFctshTRDYAQCQTnr27Ck33XSTyW2nwR2Q2gjsAMAGuo3YkReOmMKWYsGV227atGlmalanY3XLMSA1EdgBgA30jT1vdF5T2FIsuNxxxx3SqVMnU9eFFBcuXLC7SwggBHYAAKQzTXviyG2nee6A1EJgBwA20G3EunzTxRS2FAs+OXLkkDfffNPUNbDbuXOn3V1CgCCwAwAb6DZik9dNNoUtxYLTo48+Kvfee6/Ex8eb7cbIbYfUQGAHAICNue2ioqJk+fLlMnPmTLu7hABAYAcAgE2KFy8uw4YNM3VNf3L06FG7u4RgDex++eUX2bJli/P2l19+Kc2aNZMXX3zRbJkCAACurnv37lKlShX5559/yG0H+wI7vR5AV/OoP/74Qx577DEznDxnzhzp27fv9fcMAIAgy233/vvvy+LFi+3uEoIxsNOgrmrVqqauwVydOnXk448/NtcIfPbZZ6nZRwAAAlr16tWlc+fOpk5uO9gS2OnqnYSEBFP//vvvzcoeVaRIEfa/AwAghV577TUpUKCA/PbbbybPHZCugd2tt94qr776qnzwwQeybNkyadq0qbl/z549kj9//mt9WgAIClnCs8ie7ntM0TrgmttuxIgRsmPHDru7hGAK7MaPH28WUHTt2lUGDhwopUuXNvfPnTtXatasKantgQcekKJFi0rmzJnNJ5qnnnpKDh486NZm8+bNUrt2bdNGRw5HjRp1xfPotHG5cuVMm8qVK8uCBQuuGIkcPHiw+RlZsmSRBg0ayO7du1P99wEQ3EJDQqV4zuKmaB1QjzzyiBkoceS2c8yMAclmpbLz589bcXFxqf201tixY61Vq1ZZe/futX766SerRo0apjicPHnSyp8/v/XEE09YW7dutT755BMrS5Ys1rRp05xt9PvCwsKsUaNGWdu3b7deeuklKzw83NqyZYuzzYgRI6wcOXJY8+bNszZt2mQ98MADVokSJczvlVzaFz20+hUAgJTQ97moqCjzPvLOO+/Y3R1kACmJK645sNu3b5+1f/9+5+2ff/7Z6t69u1sglZa+/PJLKyQkxBlETp482cqVK5cVGxvrbNOvXz+rbNmyztstWrSwmjZt6vY81atXtzp06GDqCQkJVkxMjDV69Gjn4ydOnLAiIyNNoJhcBHYArib2Yqz1wrcvmKJ1wNWYMWPM+4i+rx0+fNju7sBmKYkrrnn8//HHH5clS5aY+qFDh+See+6RNWvWmGnZl19+WdKS5vr56KOPzJSvLhNXq1atMitzIyIinO0aNWoku3btkn///dfZRqdWXWkbvd9xfaD+Lq5t9JoHXa3kaAMAqSH+UryMWTXGFK0DnnLb6ftX79697e4O/Mg1B3Zbt26V22+/3dRnz54tlSpVkpUrV5qAK622RenXr59ER0dL7ty5Zd++fSYpsoMGZJcv2nDc1sd8tXF93PX7PLXxJDY2Vk6dOuVWAAC4VpkyZZLp06eb3HYffvihyT4BpGlgpxd2RkZGmrq+4HRxg9KFCX///XeynqN///7mReur7Ny509m+T58+smHDBvnuu+8kLCxMnn766QyxafLw4cPNyJ6j6MINAACuhw6edOnSxdQ7deok58+ft7tLCOTArmLFijJ16lRZsWKFLFq0SBo3bmzu15WqOqKWHDq8rMu5fZWSJUs62+fJk0fKlCljpn0//fRTs6J19erV5rGYmBg5fPiw2/M7butjvtq4Pu76fZ7aeDJgwAA5efKks+zfvz9Zvz8AAFfLbVewYEFy2yHtA7uRI0eaLVDq1asnrVq1MtcCqPnz5zunaK8mb968ZoTPV3G9Zs6VYwm4ToOqGjVqyPLly81IooMGnGXLlpVcuXI521y+VYu20ftViRIlTADn2kanVX/++WdnG0905DJ79uxuBQCA66XvJxMnTnS+727fvt3uLiGju55VGhcvXrT++ecft/v27NmT6it4Vq9ebU2cONHasGGDWQa+ePFiq2bNmlapUqWsCxcuOFevarqTp556yqQ7+fTTT81y8cvTnWTKlMmsNtqxY4c1ZMgQj+lOcubMaVbdbt682XrwwQdJdwIg1Z2JPWPJUDFF64A3mrHh/vvvN+8rtWrVsi5dumR3lxCI6U4cjhw5Yq1YscIUracFDbDuuusu64YbbjCpR4oXL2517NjR+uuvv9zaad45fdFrm0KFCpkg7XKzZ8+2ypQpY0VERFgVK1a0vvnmmyv+gAYNGmSCRH2e+vXrW7t27UpRfwnsAFwNgR1S4s8//7Sio6PNe8vbb79td3eQzlISV4ToP9cy0nf27Fl5/vnn5f3333dOizoWNOiwcVRUlAQrnb7VRRR6vR3TsgA8SbASZMfRxC2jyuctz+4TuKqxY8eaa9Nz5sxpFhayfWfwOJWCuOKazyS9evUye8R+9dVXcuLECVM0/YjeR84dAPBNA7mK+SqaQlCH5OjWrZtUrVrVvN/yPgtvrnnETleo6r6wunjClSYtbtGihRw9elSCFSN2AIC0sHbtWrnjjjvMTJmm/tIsEQh8p9JjxO7cuXMeh4Hz5ctnHgMAeBd3KU6GLh1qitaB5Ljtttuka9eupk5uO6RqYKfpP4YMGSIXLlxw3qcvsGHDhvlMDQIASNxSbNiyYaawpRhS4pVXXpFChQrJ77//bvLcAakS2E2YMEF++uknKVy4sNSvX98U3XFB79PHAABA2ue227Ztm91dQiAEdro37O7du812Wnoxp5YRI0aY7Ni6KwUAAEgbzZo1M1t5Xrx4UTp06ODMTgFc8+IJb/744w/p2LGjuagzWLF4AsDVnI07K1mHZzX1MwPOSHREtN1dgp/Zt2+fVKhQwaQfmz59ujz33HN2dwn+vHjCm9OnT1+xbRcAAEhdRYsWNdfbqb59+16xzzmCE8mTAADwU7pRwC233GJy22l+WYDADgAAP5UpUyYzDRsaGioff/xxUF8GhUQEdgBgg8yZMsuaZ9eYonXgWlWrVs2M3Dly25FLNrilePHEzTffLCEhIV4f1xeUrpa9dOmSBCsWTwAA0pNe316+fHk5cOCADBgwQF5//XW7uwSb4opMKX3yBx980GdgBwAA0le2bNnkrbfekoceekhGjx4tjz/+uElLhuCT4hE7HZGLiopKux4FAEbsAFyNbiM2YXViMvfud3SXiLAIu7uEAMlv9+WXX0rNmjVlxYoV5to7+L80TXeSJ08eue+++8zFmocOHbqefgJA0NJtxPp+39cUthRDatEdKbJmzSorV66U//3vf3Z3BzZIcWC3Y8cOadSokcyePVuKFy8u1atXN3vVbdmyJW16CAAAkkW39nz11VdNvV+/fgzABKEUB3bFihUzq2++//57kwyxR48eJqirXbu2lCxZ0tz+4YcfgnrxBAAAdunatatZKau57Xr27Gl3d5DOrmvyXed7W7VqJZ9++qkcPXpUpk2bZgK6tm3bSt68eeWjjz5KvZ4CAICrCgsLM+/Hen2dvj8vXLjQ7i7BHwI73aPOdd1FeHi43HPPPfLmm2/K8uXLzbZiZcqUSa1+AgCAZNIRu27dupl6586dyW0XRK45sCtRooQZpbvcP//8Y6ZkNd/dbbfddr39AwAA1+Dll1+WwoULy549e5x7yiLwXXNgp6N1nvLZnTlzRjJnJos6AAB257abNGmSqY8ZM4ZFjkEixQmKHZsMa1A3aNAgt5x2en3dzz//LFWrVk3dXgJAgNFtxJa0XuKsA2nhgQceMEmLv/jiC+nQoYP8+OOP5LYLcCkO7DZs2OAcsdPoPyIiKamm1qtUqSIvvPBC6vYSAAJMWGiY1Ctez+5uIAjote+LFi2SVatWmRy0HTt2tLtLyEg7TzjoytcJEyaws4IH7DwBAMhowV337t3Ne5Pmoy1QoIDdXUIaxRXXHNjBOwI7AFeju01MXz/d1NtXay/hYeF2dwkBTC+V0g0F1q9fLy1btjRpUOA/0iywe/jhh2XmzJnmSbXuy+effy7BisAOwNWcjTsrWYdnNfUzA85IdES03V1CgPvll19MtoqEhARZsGCBNGnSxO4uwe69YvVJHSth9Yn1trcCAAAyjltuucVMxypy2wWuFC2e0JU1jlQmOnIHAAD8K7fd3LlzZe/evaY+YsQIu7uEVBaa0sBO955zbFly5MiR1O4PAABII1mzZnXLbbd582a7uwQ7Azvd/3X16tU+ExQDAICM6/777zfXyeuCivbt25tr7hCkgZ3mvnnwwQfNaJ0GdTExMabuqQAAgIyb/kR3ptBNBaZNm2Z3d5CKUpzuZOfOnfLbb7+ZbNYzZsyQnDlzemynAWCwYlUsgKthVSzsNnHiROnWrZt5n9L3dnLbBXkeu2HDhkmfPn3cthRDIgI7AFdzMeGifPvbt6beqHQjyRSa4o2AgOuiU7E1atSQtWvXSosWLWTWrFl2dwkZIUHx0aNHZdeuXaZetmxZcx1esCOwAwD4g40bN8qtt95qgrxvvvlG7r33Xru7hPTMY+dK898888wzUrBgQalTp44pWm/Xrh25cQAA8ANVq1aVHj16OHPbnT171u4u4Tpdc2DXs2dPWbZsmcyfP9+kQNHy5Zdfmvt69+59vf0CgIDfUmzmxpmmaB2wy9ChQ6Vo0aLy559/msus4N+ueSo2T548JslhvXr13O5fsmSJmavXKdpgxVQsgKth8QQykq+//tqkQdGsFrqfbJUqVezuEuyYis2fP/8V9+fLl4+pWAAA/Mh9990njzzyiLnWrkOHDuYr/NM1B3a6kmbIkCFy4cIF533nz583w7j6GAAA8B8TJkwgt10wB3bjx4+Xn376SQoXLiz169c3pUiRIrJy5Urz4gAAAP6jUKFCMnz4cFMfMGCAHDx40O4uIT0Du8qVK8vu3bvNi0BX1WjRzYT1vooVK17r0wIAAJvoDlO33367uaare/fudncH6RXYxcfHS6lSpcwKmueee07eeOMNU5599lnJkiWLpKXY2FgTROqWZpp/x5VuZly7dm3JnDmzGT0cNWrUFd8/Z84cKVeunGmjwemCBQvcHte1JIMHDzYZuPV3adCggQlWAQAIdLp4Qqdh9asukNRFFQiCwC48PNzt2rr01LdvX5Mv73L66aJhw4ZSrFgxs6Jn9OjRZgn39OnTnW10mrhVq1Ym196GDRukWbNmpmzdutXZRoNB3UNv6tSp5jqD6OhoadSokW2/LwAA6UkHTzSlmerSpQu57fyNdY1ee+01q3Xr1lZ8fLyVXhYsWGCVK1fO2rZtm6ZosTZs2OB8bPLkyVauXLms2NhY5339+vWzypYt67zdokULq2nTpm7PWb16datDhw6mnpCQYMXExFijR492Pn7ixAkrMjLS+uSTT5Ldz5MnT5r+6VcA8CT+Urw1e+tsU7QOZCRnzpyxihYtat7LXnjhBbu7E/ROpiCuuOZr7HRvuc8//9wkNdQRrYcfftitpLbDhw+bad8PPvjA4/60q1atMrtfREREOO/Tful2Z//++6+zjU6tutI2er/as2ePHDp0yK2N5o2pXr26sw0ApAbdG7Z5xeamsE8sMhqdrZo8ebKpjxs37opLn5BxXXNglzNnTpPzRgMjnRrVAMi1pCa97q1Nmzbmok7d084TDcguz6vnuK2P+Wrj+rjr93lq4+26P50Kdi0AAPizpk2bSvPmzclt52dS/DExISHBXL/266+/SlxcnNx9993mWrZrWTTRv39/GTlypM82O3bskO+++05Onz5tll9nRLoymG1YAKTExYSL8sWOL0z9ofIPMWqHDElTm3377beyZs0amTJlinTt2tXuLiG1R+xee+01efHFFyVr1qwm540uNNCLK6+F7imrgZuvUrJkSfnhhx/MVGhkZKRkypRJSpcubb5fR+9at25t6jExMWa61pXjtj7mq43r467f56mNJxpw6jYfjrJ///5rOh4AgkfsxVhpMbeFKVoHMiKdkXPkttP3/gMHDtjdJaR2YPf++++beXeN4OfNmydfffWVfPTRR2YkL6Xy5s1rUo/4KnrNnAaPmzZtMnP8WhwpSmbNmmUCTaW7XSxfvtykYnFYtGiRlC1bVnLlyuVss3jxYrc+aBvHThklSpQwAZxrG51W1dWxvnbT0IBT925zLQAABAKdhtVrzXXmjNx2fiClKzMiIiKsffv2ud2nq0b3799vpZc9e/ZcsSpWV6/mz5/feuqpp6ytW7dan376qRUVFWVNmzbN2eann36yMmXKZI0ZM8basWOHNWTIECs8PNzasmWLs82IESOsnDlzWl9++aW1efNm68EHH7RKlChhnT9/Ptn9Y1UsgKs5E3vGkqFiitaBjGzjxo1WWFiYeW+bP3++3d0JOifTclXsxYsXTXLfy/PauY6U2UEXbOi1eLqytVq1amaaVxMNt2/f3tmmZs2a8vHHH5vcdlWqVDHJF3XUsVKlSm558p5//nnzfbfddpucOXNGFi5ceMXvDABAsND3zF69epm6Xmen743ImEI0ukvJN4SGhkqTJk3M9KODTsfqIgpdHu2gqVCClU7faqCp19sxLQvAk7NxZyXr8KymfmbAGYmOSDp/AhmRJirWgZC9e/eawZMxY8bY3aWgcSoFcUWKR+x0sUK+fPncUps8+eSTV6Q8AQAAgZnbTlfL6g5OyHhSvL5+xowZadMTAACQoemMXYsWLWT27NnmkqXVq1ebfWURAAmKAQDXLiIsQmY8OMMUrQP+QkfrdDpw3bp1zhE8+PE1drg6rrEDAAQyTVbcuXNnyZYtm2zfvl0KFy5sd5cC2qm0vMYOAAAEN3LbZVwEdgBg05Zi3/z6jSlaB/yJZsjQ1GG6G5RmwZg/f77dXcJ/COwAwAa6jdh9n9xnCluKwR/ddNNNJu2JIrddxkFgBwAAroluBFC8eHGzR7rWYT8COwAAcE2ioqKcK2MnTJggv/zyi91dCnoEdgAA4Lpy27Vs2VISEhJMbrtLly7Z3aWgRmAHAACuy7hx40w6jvXr18ukSZPs7k5QI7ADAADXpUCBAjJixAhTHzhwoPz11192dyloEdgBAIDrptOwNWrUMKtju3XrZnd3ghaBHQDYQLcRe6vJW6awpRgCJbfdtGnTTG67L774Qr788ku7uxSU2FIsDbClGAAgWA0YMMBMy+o2Y7rdmG47huvDlmIAAMAWgwYNkhIlSpjr7Mhtl/4I7ADABpcSLsnSvUtN0ToQiLnt3nzzTbNSFumHwA4AbHDh4gW56727TNE6EEgaN24sjz32mDO33cWL7IecXgjsAABAmuS2y5kzp9mNgtx26YfADgAApLqYmBgZOXKkqb/00ktmP1mkPQI7AACQJp599lmpWbOmyW33/PPP292doEBgBwAA0jy3nea1mzdvnt1dCngEdgAAIM1UqlRJ+vTpY+pdu3aV06dP292lgEZgBwAA0pTmtitZsqQcOHDA1JF2COwAwAbhYeEyqsEoU7QOBLIsWbLIlClTTH3ixImybt06u7sUsNhSLA2wpRgAAFd64okn5OOPP5abb75Z1qxZY669w9WxpRgAAMhwxo4da3LbbdiwwYzcIfUR2AGADXQbsbUH1prClmIIFvnz55dRo0aZul5rt2/fPru7FHAI7ADABrqN2O3/u90UthRDMGnXrp3ceeedcvbsWbNKlivCUheBHQAASPfcduHh4fLVV1+R2y6VEdgBAIB0VbFiRenbt6+p644UujgAqYPADgAApLuBAwdKqVKlTG473UsWqYPADgAA2Jrb7q233pK1a9fa3aWAQGAHAABscc8995jcdrqAon379nLx4kW7u+T3COwAAICtue1y5colGzdulDfffNPu7vg9AjsAsIFuIzak7hBT2FIMwSxfvnxuue3+/PNPu7vk19hSLA2wpRgAAMmXkJAgdevWlR9//FHuu+8+mT9/voSEhNjdrQyDLcUAAIBf5rb7+uuv5fPPP7e7S36LwA4AbJBgJci2I9tM0ToQ7CpUqCD9+vVz5rbT0SmkHIEdANjgfPx5qTSlkilaByDy4osvSunSpeXvv/8mt901IrADAAAZLrfdpEmTZM2aNXZ3ye/4TWBXvHhxcyGlaxkxYoRbm82bN0vt2rUlc+bMUqRIEecqG1dz5syRcuXKmTaVK1eWBQsWuD2ua0kGDx4sBQoUMC+wBg0ayO7du9P89wMAAGLed5988kly2wV6YKdefvllMzzrKDoH77pipGHDhlKsWDFZv369jB49WoYOHSrTp093tlm5cqW0atVK2rVrJxs2bJBmzZqZsnXrVmcbDQY1j87UqVPl559/lujoaGnUqJFcuHAh3X9fAACC0RtvvCE33HCDbNq0SSZMmGB3d/yL5SeKFStmjRs3zuvjkydPtnLlymXFxsY67+vXr59VtmxZ5+0WLVpYTZs2dfu+6tWrWx06dDD1hIQEKyYmxho9erTz8RMnTliRkZHWJ598kuy+njx5UlPImK8A4MmZ2DOWDBVTtA7A3TvvvGPeS6Oioqw9e/ZYwexkCuIKvxqx06nX3Llzy80332xG5FyHZ1etWiV16tSRiIgI53060rZr1y75999/nW10iNeVttH71Z49e+TQoUNubTRvTPXq1Z1tAABA2mvbtq15Xz937px06dLFTM3i6vwmsOvWrZt8+umnsmTJEunQoYO8/vrr0rdvX+fjGpDlz5/f7Xsct/UxX21cH3f9Pk9tPImNjTVTwa4FAABcO72WXi+L0tx2ej38Z599ZneX/IKtgV3//v2vWBBxedm5c6dp26tXL6lXr57cdNNN0rFjRzP/PnHiRBNU2W348OFmZM9RdOEGAPii24i9UOMFU9hSDPCsfPnyJlZwDPCQ2y6DB3a9e/eWHTt2+CwlS5b0+L06PapTsXv37jW3Y2Ji5PDhw25tHLf1MV9tXB93/T5PbTwZMGCAebE5yv79+6/haAAIJhFhETK64WhTtA7g6rntBg4caHd3MjxbA7u8efOa1CO+ius1c642btxotiDRzYNVjRo1ZPny5RIfH+9ss2jRIilbtqzkypXL2Wbx4sVuz6Nt9H5VokQJE8C5ttFpVV0d62jjSWRkpNm7zbUAAIDrp+nJdEpWTZ482bwnw8+vsdOFC+PHjzfLnv/44w/56KOPpGfPnibPjSNoe/zxx00QqKlMtm3bJrNmzTJLpHUK16F79+6ycOFCM42rU7yaDmXdunXStWtX87hO/fbo0UNeffVVswHxli1b5Omnn5aCBQuatCgAkFp0G7G9J/aawpZigG/169c378eO3Haugzi4jOUH1q9fb9KS5MiRw8qcObNVvnx56/XXX7cuXLjg1m7Tpk1WrVq1THqSQoUKWSNGjLjiuWbPnm2VKVPGioiIsCpWrGh98803bo9rypNBgwZZ+fPnN89Tv359a9euXSnqL+lOAFwN6U6AlDly5Ih1ww03mPfXUaNGWcHkZAriihD95/JgD9dHp291EYVeb8e0LABPzsadlazDs5r6mQFnJDoi2u4uARnejBkz5JlnnjE7Q23fvt3sShUMTqUgrvCLqVgAAIA2bdqY3Hbnz58nt50XBHYAAMAv6LXw06ZNc+a2mzt3rt1dynAI7AAAgN/QjBmaZkyR2+5KBHYAAMCvaGBXpkwZsyuU5rlDEgI7AADgt7ntpkyZwn7uLgjsAMAGmUIzSedbO5uidQApc9ddd0nr1q3NAgrdQ57cdolId5IGSHcCAEDaO3bsmLnm7vjx4zJy5Ejp27evBCLSnQAAgICXJ08eGTNmjKnrblJ79uyRYEdgBwA20MmSo2ePmsLECXDtdDq2Xr16Jrdd586dg/7vicAOAGxwLv6c5BuTzxStA7j23Ha6kEL3i1+4cKHMmTNHghmBHQAA8Gtly5Z1pj3p3r27nDhxQoIVgR0AAPB7/fv3d+a2cyQwDkYEdgAAwO9FRkaa7caUTs0Ga247AjsAABAQ6tWrJ23atDH19u3bB2VuOwI7AAAQMEaPHi25c+eWrVu3ytixYyXYENgBAICAym33xhtvmPqwYcPkjz/+kGBCYAcANtBtxFpXaW0KW4oBqevpp582W44FY247thRLA2wpBgCAvX799VepXLmyxMXFySeffCKPPfaY+Cu2FAMAAEGtTJkyMnDgQFPv0aOH/PvvvxIMCOwAwAY6WXI27qwpTJwAaaNfv34mefHhw4eDJrcdgR0A2EC3Ecs6PKspbCkGpH1uu2nTpsnKlSsl0BHYAQCAgFW3bl1p27atqXfo0CHgc9sR2AEAgIDPbZcnTx6T227MmDESyAjsAABAQNOExY5kxS+//LL8/vvvEqgI7AAAQMB78skn5e6775YLFy4EdG47AjsAABDwQkJCZMqUKWZBxXfffSeffvqpBCICOwAAEBTKBEFuOwI7ALBBWGiYPFrhUVO0DiB99O3bV8qVKydHjhyR/v37S6BhS7E0wJZiAABkXMuXLzdpUNSKFSukVq1akpGxpRgAAIAXderUkXbt2jlz2+l+soGCwA4AAASdUaNGSd68eWX79u0BlduOwA4AbKB7xIYMCzFF6wDS1w033ODMbffKK6/Ib7/9JoGAwA4AAASlJ554QurXrx9Que0I7AAAgAR7brtFixbJJ598Iv6OwA4AAAStG2+8UQYNGuTMbffPP/+IPyOwAwAAQa1Pnz5Svnx5OXr0qPTr10/8GYEdAAAIahERETJt2jRT/9///mdy2/krAjsAABD0ateuLc8++6zf57YjsAMAG+g2YvfeeK8pbCkGZAwjR440ue127Ngho0ePFn/ElmJpgC3FAADwTx999JE8+eSTZqXs1q1bpXTp0nZ3iS3FAAAArsXjjz8u99xzj8TGxkrHjh39LredXwV233zzjVSvXl2yZMkiuXLlkmbNmrk9vm/fPmnatKlERUVJvnz5zCqXixcvurVZunSp3HLLLSYS1yh85syZV/ycSZMmSfHixSVz5szm561ZsybNfzcAAJBxcttlzpxZFi9ebEbw/InfBHafffaZPPXUU9K2bVvZtGmT/PTTTyaqdrh06ZIJ6vRix5UrV8p7771ngrbBgwc72+zZs8e0ueuuu2Tjxo0mX41eKPntt98628yaNUt69eolQ4YMkV9++UWqVKkijRo1kiNHjqT77wwgcOk2YtGvR5vClmJAxlKqVClnbruePXvK8ePHxW9YfiA+Pt4qVKiQ9b///c9rmwULFlihoaHWoUOHnPdNmTLFyp49uxUbG2tu9+3b16pYsaLb97Vs2dJq1KiR8/btt99udenSxXn70qVLVsGCBa3hw4cnu78nT57UcVvzFQA8ORN7xpKhYorWAWQssbGxVoUKFcz7ebt27WztS0riCr8YsdORswMHDkhoaKjcfPPNUqBAAWnSpIm5qNFh1apVUrlyZcmfP7/zPh1p0wsOt23b5mzToEEDt+fWNnq/0tG+9evXu7XRn6m3HW0AAEBw5bZ75513ZPny5eIP/CKw++OPP8zXoUOHyksvvSRff/21ucauXr16zq0/Dh065BbUKcdtfcxXGw3+zp8/L8eOHTNTup7aOJ7DE73AUp/DtQAAAP9Wq1Ytee6555y57fT9PqOzNbDr37+/uUjRV9m5c6ckJCSY9gMHDpRHHnlEqlWrJjNmzDCPz5kzR+w2fPhwswzZUYoUKWJ3lwAAQCrlttMFmRqP+ENuO1sDu969e5skgL5KyZIlzdSrqlChgvN7dVWrPqYrYVVMTIwcPnzY7fkdt/UxX200J4yutM2TJ4+EhYV5bON4Dk8GDBhgcss4yv79+6/72AAAAPvlypVLxo8fb+qvvvqq/Prrr5KR2RrYaXbncuXK+Sw6x60jdBrI7dq1y/m98fHxsnfvXilWrJi5XaNGDdmyZYvb6tVFixaZoM0REGobXbrsStvo/crxs1zb6Gih3na08UT7pj/HtQAAgMDw2GOPScOGDc1UbKdOnTJ0bju/uMZOAyVNEqgpSL777jsT4OmBVc2bNzdf9YBrAKcpUTQdiqYw0evxunTpYgIvpc+h1+v17dvXDKlOnjxZZs+ebZYyO2iqk7ffftukS9ERQ/05Z8+eNWlWACC1hIaESt1idU3ROoCMKyQkxMQMmtvuhx9+kA8//FAyLMtPxMXFWb1797by5ctnZcuWzWrQoIG1detWtzZ79+61mjRpYmXJksXKkyePaa+pUlwtWbLEqlq1qhUREWGVLFnSmjFjxhU/a+LEiVbRokVNG01/snr16hT1lXQnAAAEntdff928v2uMcezYsXT7uSmJK9grNg2wVywAAIEnLi7O7F6ladSeeeYZkwYlPbBXLAAAQBrmtnv33Xdl2bJlktEQ2AGADXQbsbyj85rClmKA/7jzzjtNTruMmtuOwA4AbHLs3DFTAPiX4cOHm80LdDGn5rnLSAjsAAAArjG33WuvvZahctsR2AEAAKRQy5YtzX7zuqBC06lllLWoBHYAAADXkdtuyZIl8sEHH0hGQGAHAABwDXRrU908wbHBwbFj9l8zS2AHAABwHfveV6pUSY4fPy59+vQRuxHYAYANdBuxWwveagpbigH+Kzw8XKZPn27qM2fOlKVLl9raH3aeSAPsPAEAQHDp1KmTTJ06VcqUKSObN2927lOfGth5AgAAwIbcdpr6ZMSIEbb1g8AOAADgOuXMmVMmTJhg6q+//rpJXmwHAjsAsMG5+HNSfHxxU7QOwP+1aNFCGjdubGtuOwI7ALCBnvD/PPmnKVzqDARWbrssWbKYRRTvvfdeuveBwA4AACCVlChRQoYOHWrqL7zwQrrntiOwAwAASEU9e/aUypUrm9x2GtylJwI7AACAVM5tN23aNDM1q9OxuuVYeiGwAwAASGU1atQwCyiUfr1w4YKkBwI7AACANKBpT2JiYtI1tx2BHQDYQKdoKuStYIrWAQRmbrs333zTmcB4586daf4z2VIsDbClGAAAUBpm3XfffbJgwQKpU6eOSYOS0g9zbCkGAACQAWgQN2nSJJPbbvny5TJz5sw0/XkEdgAAAGmoePHiMmzYMFPX9CdHjx5Ns59FYAcANtBtxCpOrmgKW4oBga9Hjx5y0003yT///JOmue0I7ADApututh/dbgqXOgPBkdtu+vTpZmr2/ffflx9++CFNfg6BHQAAQDqoXr26dO7cOU1z2xHYAQAApJPXXntNChQoILt37zZ57lIbgR0AAEA60bQljtx2mrR4x44dqfr8BHYAAADp6JFHHpGmTZtKfHy8dOjQQRISElLtuQnsAAAA0pEuoHjrrbckKipKVqxYkaq57QjsAMCmE3uxHMVMYUsxIPgUvyy33ZEjR1LledlSLA2wpRgAALganYq97bbbZNOmTfLkk0/KBx984LEdW4oBAAD4UW67Dz/8UL7//vvrfk4COwAAAJvcfvvt0qVLF1Pv1KmTnD9//rqej8AOAGxwPv683Pb2baZoHUDwevXVV6VgwYLy22+/XXduOwI7ALBBgpUg6w6uM0XrAIJXDpfcdiNHjpTt27df83MR2AEAANjs4Ycflvvuu++6c9sR2AEAAGSg3HY//vijvPvuu9f0PAR2AAAAGUCxYsXklVdeMfU+ffrI4cOHU/wcBHYAAAAZRLdu3aRq1apy4sQJ6d27d4q/n8AOAAAgg8iUKZMzt91HH30kixYtCrzAbunSpeYX9FTWrl3rbLd582apXbu2ZM6cWYoUKSKjRo264rnmzJkj5cqVM20qV64sCxYscHtcN+IYPHiwFChQQLJkySINGjSQ3bt3p8vvCSC45InKYwoAuNLdKLp27XpNue38IrCrWbOm/P33327l2WeflRIlSsitt97q3G6jYcOGZn56/fr1Mnr0aBk6dKiJeh1WrlwprVq1knbt2smGDRukWbNmpmzdutXZRoNBXXI8depU+fnnnyU6OloaNWokFy5csOV3BxCYoiOi5Wifo6ZoHQA85bb7/fffZcyYMRLQe8XqUuBChQrJ888/L4MGDTL3TZkyRQYOHCiHDh2SiIgIc1///v1l3rx5snPnTnO7ZcuWcvbsWfn666+dz3XHHXeYuWwN5PRQ6EHUOW3dkFfpvmz58+eXmTNnymOPPZas/rFXLAAAuF6ff/65PPLIIxIWFiaXLl0K3L1i58+fL8ePH5e2bds671u1apXUqVPHGdQpHWnbtWuX/Pvvv842OrXqStvo/WrPnj0mMHRtowFa9erVnW0AAADSw0MPPSQPPPCACeqSyy8Du3feeccEZIULF3bepwGZjqy5ctzWx3y1cX3c9fs8tfEkNjbWjNK5FgDwRbcRqzeznilsKQbAE11LMHHiRJPbzi8CO50q9bYowlEc06gOf/31l3z77bfmOrmMYvjw4WZkz1F04QYA+KLbiC37c5kpbCkGwJuiRYvK5MmTJbkyiY30WrY2bdr4bFOyZEm32zNmzJDcuXOboUlXMTExVyTyc9zWx3y1cX3ccZ+uinVto9fheTNgwADp1auX87aO2BHcAQCA1JqSvVq8lCECu7x585qSXLq4QQO7p59+WsLDw90eq1Gjhlk8oQsrHI9p7peyZctKrly5nG0WL14sPXr0cH6fttH7la6y1eBO2zgCOQ3SdHWsLjf2JjIy0hQAAAA7+dU1dj/88INZ4KCpTi73+OOPm4UTOkW7bds2mTVrlkyYMMFtJK179+6ycOFCeeONN8wUr6ZDWbdunTNXjE79atCnS4x1gcaWLVtMEKkrZTUtCgAAQEZm64jdtSya0Jx2mmD4cnpt23fffSddunSRatWqSZ48eUyi4fbt2zvb6Pd+/PHH8tJLL8mLL74oN954o0mHUqlSJWebvn37mpQo+n26nUetWrVMMKgJjQEAADIyv8xjl9GRxw7A1ZyNOytZh2c19TMDzpCkGECqxBV+NWIHAIEkKjz5KQwAIDkI7ADABjpCd/bFs3Z3A0CA8avFEwAAAPCOwA4AACBAENgBgA0uXLwgTT9uaorWASA1cI0dANjgUsIlWbB7gbMOAKmBETsAAIAAQWAHAAAQIAjsAAAAAgSBHQAAQIAgsAMAAAgQrIpNA47td3VvNwDwtles/JflRM8VlyJYGQvAM0c84YgvfAmxktMKKfLXX39JkSJF7O4GAAAIIPv375fChQv7bENglwYSEhLk4MGDki1bNgkJCZFA/xShQay+2LJnzy7BiGPAMVAcA46B4hhwDNLiGGiodvr0aSlYsKCEhvq+io6p2DSgB/1qEXWg0RdusP4BO3AMOAaKY8AxUBwDjkFqH4McOXIkqx2LJwAAAAIEgR0AAECAILDDdYmMjJQhQ4aYr8GKY8AxUBwDjoHiGHAM7D4GLJ4AAAAIEIzYAQAABAgCOwAAgABBYAcAABAgCOxwheXLl8v9999vEiFqguV58+a5Pa6XZQ4ePFgKFCggWbJkkQYNGsju3bvd2vzzzz/yxBNPmPw9OXPmlHbt2smZM2ckEI5BfHy89OvXTypXrizR0dGmzdNPP22SUgfLMbhcx44dTZvx48cH3THYsWOHPPDAAybHlL4ebrvtNtm3b5/z8QsXLkiXLl0kd+7ckjVrVnnkkUfk8OHDEijHQP8/u3btanJ36vmgQoUKMnXqVLc2/n4Mhg8fbv5fNel8vnz5pFmzZrJr164U/476umjatKlERUWZ5+nTp49cvHhRAuEY6N/6888/L2XLljWvg6JFi0q3bt3k5MmTQXMMLn+fbNKkice/mbQ+BgR2uMLZs2elSpUqMmnSJI+Pjxo1St58801z8v7555/Nm1mjRo3Mic1B38y3bdsmixYtkq+//tq8ObRv314C4RicO3dOfvnlFxk0aJD5+vnnn5s/bn1zdxXIx8DVF198IatXrzZv/JcL9GPw+++/S61ataRcuXKydOlS2bx5s3ldZM6c2dmmZ8+e8tVXX8mcOXNk2bJl5gPAww8/LIFyDHr16iULFy6UDz/80AS5PXr0MIHe/PnzA+YYaJ81aNPXub6W9cNdw4YNzbFJ7u946dIl82YeFxcnK1eulPfee09mzpxpPiQHwjHQ31fLmDFjZOvWreZ309eFfpgLlmPgSj/ketp5Kl2Oga6KBbzRl8gXX3zhvJ2QkGDFxMRYo0ePdt534sQJKzIy0vrkk0/M7e3bt5vvW7t2rbPN//3f/1khISHWgQMHLH8/Bp6sWbPGtPvzzz+D6hj89ddfVqFChaytW7daxYoVs8aNG+d8LBiOQcuWLa0nn3zS6/fo30Z4eLg1Z84c5307duwwz7Vq1SorEI5BxYoVrZdfftntvltuucUaOHBgQB4DdeTIEdP/ZcuWJft3XLBggRUaGmodOnTI2WbKlClW9uzZrdjYWMvfj4Ens2fPtiIiIqz4+PigOgYbNmww58W///77ir+Z9DgGjNghRfbs2SOHDh0y068OOgVVvXp1WbVqlbmtX3Xa7dZbb3W20fa61ZqO8AUinW7QT2f6ewfLMdA9kZ966ikzjVCxYsUrHg/0Y6C//zfffCNlypQxI9Y6paJ/B67TLuvXrzef6l3/XnR0T6epHH8v/q5mzZpmdO7AgQNm+mnJkiXy66+/mpGMQD0GjunFG264Idm/o37Vyzfy58/vbKOvG91TVEe1/f0YeGujl2FkypQpaI7BuXPn5PHHHzcj3DExMVd8T3ocAwI7pIgGdcr1Rem47XhMv+qbnCv9w9YXv6NNINEpaL3mrlWrVs49AYPhGIwcOdL8TnodjSeBfgyOHDliri8bMWKENG7cWL777jt56KGHzPSbTtko/T0jIiKcAb+nvxd/N3HiRHNdnV5jp7+rHgt9U6tTp05AHgMN6HW6+c4775RKlSol+3fUr57Om47H/P0YXO7YsWPyyiuvuF16EQzHoGfPnubDzoMPPujx+9LjGCSG0QCuiX5Kb9GihRmpmDJligQLHaGYMGGCucbQ03UkwUBP7EpP4HoyV1WrVjXXzej1p3Xr1pVgoIGdXnOko3bFihUz11HqdUh6zaXrCFag0N9NryH78ccfJVhd7Rjo6JNeR6YB/9ChQyVYjsH8+fPlhx9+kA0bNtjaN0bskCKOoeXLV3vpbcdj+lVHM1zpih9dNeVpaNrfg7o///zTXEjrGK0LhmOwYsUK8/vpVJOOwmnR49C7d28pXrx4UByDPHnymN9b37xclS9f3rkqVn9PvUj6xIkTXv9e/Nn58+flxRdflLFjx5qVszfddJNZONGyZUtzEX2gHQP93XQRkE436wilQ3J+R/3q6bzpeMzfj4HD6dOnzaitrhzVhVXh4eHOxwL9GPzwww9mQZWO3DrOi0pXSNerVy/djgGBHVKkRIkS5sW3ePFit09nes1UjRo1zG39qic4HdVxfcHrCIdegxRIQZ2mefn+++9NigNXgX4M9No6XQG6ceNGZ9ERGr3e7ttvvw2KY6BTb5r64PJ0B3p9mY5cqWrVqpk3Nte/F22vgZ/j78Xf/w606HWTrsLCwpwjmoFwDHREXt/MNVDR17CeB10l53fUr1u2bHH7sOP4QHj5hwN/PAaO9wK9tlL/NnT0ynV1eDAcg/79+19xXlTjxo2TGTNmpN8xSJUlGAgop0+fNqt6tOhLZOzYsabuWPE5YsQIK2fOnNaXX35pbd682XrwwQetEiVKWOfPn3c+R+PGja2bb77Z+vnnn60ff/zRuvHGG61WrVpZgXAM4uLirAceeMAqXLiwtXHjRrPyyVFcVzUF8jHw5PJVscFwDD7//HOzGnL69OnW7t27rYkTJ1phYWHWihUrnM/RsWNHq2jRotYPP/xgrVu3zqpRo4YpgXIM6tata1bGLlmyxPrjjz+sGTNmWJkzZ7YmT54cMMegU6dOVo4cOaylS5e6/b2fO3cu2b/jxYsXrUqVKlkNGzY0542FCxdaefPmtQYMGGAFwjE4efKkVb16daty5crWb7/95tZGf/dgOAaeXL4qNj2OAYEdrqAnaH0xXl5at27tTHkyaNAgK3/+/CbNSf369a1du3a5Pcfx48fNG3jWrFnNMu62bduaN4hAOAZ79uzx+JgW/b5gOAbJDeyC4Ri88847VunSpU0wU6VKFWvevHluz6EfeDp37mzlypXLioqKsh566CHzZhAox0B/lzZt2lgFCxY0x6Bs2bLWG2+8Yc4TgXIMvP29axCbkt9x7969VpMmTawsWbJYefLksXr37u1MBeLvx8Db60SLnjOD4RgkN0VQWh+DkP9+MAAAAPwc19gBAAAECAI7AACAAEFgBwAAECAI7AAAAAIEgR0AAECAILADAAAIEAR2AAAAAYLADgAAIEAQ2AFAGpo5c6bZFDw9LF26VEJCQq7YjB5A8CCwAxAUjh49Kp06dZKiRYtKZGSkxMTESKNGjeSnn35yttGgaN68eeKvatasKX///bfkyJHD7q4AsEkmu34wAKSnRx55ROLi4uS9996TkiVLyuHDh2Xx4sVy/PhxCQTx8fESERFhAlYAwYsROwABT6cmV6xYISNHjpS77rpLihUrJrfffrsMGDBAHnjgAdOmePHi5utDDz1kRu4ct9WUKVOkVKlSJnAqW7asfPDBB1c8f4cOHSR//vySOXNmqVSpknz99ddeRw5vvfVW83NiY2M9ttGf/corr0irVq0kOjpaChUqJJMmTXJro33Ufmn/tc1rr73mcSpWRyTr1asnUVFRkitXLjNK+e+//5rHEhISZPjw4VKiRAnJkiWLVKlSRebOnXvNxxmA/QjsAAS8rFmzmqLTrN6CqbVr15qvM2bMMNOZjttffPGFdO/eXXr37i1bt241AVzbtm1lyZIlzuCoSZMmJoD68MMPZfv27TJixAgJCwu74mfs379fateubQI/DaB0Stib0aNHm0Brw4YN0r9/f9OHRYsWubUZOnSoCRC3bNkizzzzzBXPsXHjRqlfv75UqFBBVq1aJT/++KPcf//9cunSJfO4BnXvv/++TJ06VbZt2yY9e/aUJ598UpYtW5ai4wsgA7EAIAjMnTvXypUrl5U5c2arZs2a1oABA6xNmza5tdFT4hdffOF2n7Z97rnn3O5r3ry5de+995r6t99+a4WGhlq7du3y+HNnzJhh5ciRw9q5c6dVpEgRq1u3blZCQoLPvhYrVsxq3Lix230tW7a0mjRp4tbXHj16uLVZsmSJuf/ff/81t1u1amXdeeedHn/GhQsXrKioKGvlypVu97dr1858HwD/xIgdgKC5xu7gwYMyf/58ady4sZm2vOWWW8yqVV927Nghd955p9t9elvvd4yKFS5cWMqUKeP1Oc6fP29G6h5++GGZMGGCmS69mho1alxx2/EzHXRK1xfHiJ0nv/32m5w7d07uuece54imFh3B+/3336/aPwAZE4snAAQNvf5NAxktgwYNkmeffVaGDBkibdq0uebn1GvTrkanXBs0aGCuu+vTp4+5Zi416LV119q3M2fOmK/ffPPNFf3xNUUMIGNjxA5A0NJrz86ePeu8HR4e7rz+zKF8+fJuKVGU3tbvVTfddJP89ddf8uuvv3r9OaGhoWbBRbVq1cziDR05vJrVq1dfcVv7khLaN13564n2XwO4ffv2SenSpd1KkSJFUvRzAGQcjNgBCHia0qR58+ZmgYEGO9myZZN169bJqFGj5MEHH3RbjaqBkE61atCjq0h1hK1FixZy8803m1G3r776Sj7//HP5/vvvzffUrVtX6tSpY6Z6x44dawKjnTt3mulWnfJ10MUUH330kVnpevfdd5upYF+pSTR41P41a9bMLJqYM2eOGV1LCV31W7lyZencubN07NjRrOrVRR96LPLkySMvvPCCWTChC0Bq1aolJ0+eND83e/bs0rp162s61gBsZvdFfgCQ1nShQP/+/a1bbrnFLGTQRQNly5a1XnrpJevcuXPOdvPnz7dKly5tZcqUySxgcJg8ebJVsmRJKzw83CpTpoz1/vvvuz3/8ePHrbZt21q5c+c2izMqVapkff31126LJxzi4+Othx9+2Cpfvrx1+PBhj/3Vnz1s2DCzSEP7GhMTY02YMOGqCz0uXzyhli5dahaAREZGWjlz5rQaNWrkfFwXcYwfP94cC/3d8ubNax5ftmzZNR5pAHYL0X/sDi4BAOI2ctijRw9TACAluMYOAAAgQBDYAQAABAimYgEAAAIEI3YAAAABgsAOAAAgQBDYAQAABAgCOwAAgABBYAcAABAgCOwAAAACBIEdAABAgCCwAwAACBAEdgAAABIY/h9IcjakZiaeoQAAAABJRU5ErkJggg==", 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" ] @@ -179,10 +179,8 @@ "Profitable stock price range:\n", " 0.00 ---> 176.14\n", "Probability of Profit (PoP): 83.9%\n", - "Expected profit: 115.00\n", - "Expected loss: -707.00\n", "Probability of reaching 100.00 or more: 82.0%\n", - "Probability of losing 100.0 or more: 14.3%\n" + "Probability of losing 100.00 or more: 14.3%\n" ] } ], @@ -195,13 +193,11 @@ " print(f\" {low:.2f} ---> {high:.2f}\")\n", "\n", "print(f\"Probability of Profit (PoP): {out.probability_of_profit * 100.0:.1f}%\")\n", - "print(f\"Expected profit: {out.expected_profit:.2f}\")\n", - "print(f\"Expected loss: {out.expected_loss:.2f}\")\n", "print(\n", " f\"Probability of reaching {profit_target:.2f} or more: {out.probability_of_profit_target * 100.0:.1f}%\"\n", ")\n", "print(\n", - " f\"Probability of losing {abs(loss_limit)} or more: {out.probability_of_loss_limit * 100.0:.1f}%\"\n", + " f\"Probability of losing {abs(loss_limit):.2f} or more: {out.probability_of_loss_limit * 100.0:.1f}%\"\n", ")" ] },