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{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.7.10","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import scipy.special \nimport numpy as np\nimport matplotlib.pyplot as plt\nimport math","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2021-06-08T23:13:39.505829Z","iopub.execute_input":"2021-06-08T23:13:39.506227Z","iopub.status.idle":"2021-06-08T23:13:39.512477Z","shell.execute_reply.started":"2021-06-08T23:13:39.506192Z","shell.execute_reply":"2021-06-08T23:13:39.510753Z"},"trusted":true},"execution_count":8,"outputs":[]},{"cell_type":"markdown","source":"### Funções de gráficos","metadata":{}},{"cell_type":"code","source":"color = ['g', 'r', 'b', 'c', 'm', 'y']\n\ndef PlotGraphic (n, title, variable, results, z, yLowerLimit, yUpperLimit) :\n plt.figure(figsize=[10,5])\n for i in n:\n labelStr = variable + '_'+ str(i) + '(x)'\n plt.plot(z, results[i], color[i], label=labelStr)\n plt.title(title)\n plt.xlabel('x')\n plt.ylabel('y')\n plt.ylim(yLowerLimit, yUpperLimit)\n plt.legend(loc='best')\n plt.grid()\n plt.show()\n \ndef PlotGraphicRealAndImageParts (title, labelInput, color, results, z, yLowerLimit, yUpperLimit) :\n plt.figure(figsize=[10,5])\n plt.plot(z, results.real, color, label=labelInput+' (real)')\n plt.plot(z, results.imag, color+'-.', label=labelInput+' (imag)')\n plt.title(title)\n plt.xlabel('x')\n plt.ylabel('y')\n plt.ylim(yLowerLimit, yUpperLimit)\n plt.legend(loc='best')\n plt.grid()\n plt.show()\n \ndef PlotOneGraphic (title, labelInput, color, results, z, yLowerLimit, yUpperLimit, xLabel='x', yLabel='y'):\n plt.figure(figsize=[10,5])\n plt.plot(z, results, color, label=labelInput)\n plt.title(title)\n plt.xlabel(xLabel)\n plt.ylabel(yLabel)\n plt.ylim(yLowerLimit, yUpperLimit)\n plt.legend(loc='best')\n plt.grid()\n plt.show()\n","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:13:41.427363Z","iopub.execute_input":"2021-06-08T23:13:41.427731Z","iopub.status.idle":"2021-06-08T23:13:41.442047Z","shell.execute_reply.started":"2021-06-08T23:13:41.427699Z","shell.execute_reply":"2021-06-08T23:13:41.440666Z"},"trusted":true},"execution_count":9,"outputs":[]},{"cell_type":"code","source":"z = np.linspace(0, 20, 200)\nz1 = np.linspace(0.01, 20, 200)\n\nzTable = [0.01, 0.1, 1, 10, 100, 1000]\nzTableI = [0.01+0.01j, 0.1+0.1j, 1+1j, 10+10j, 100+100j, 1000+1000j]","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:13:44.186106Z","iopub.execute_input":"2021-06-08T23:13:44.186589Z","iopub.status.idle":"2021-06-08T23:13:44.195044Z","shell.execute_reply.started":"2021-06-08T23:13:44.186540Z","shell.execute_reply":"2021-06-08T23:13:44.193482Z"},"trusted":true},"execution_count":10,"outputs":[]},{"cell_type":"code","source":"n = [0,1,2]","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:13:46.221874Z","iopub.execute_input":"2021-06-08T23:13:46.222268Z","iopub.status.idle":"2021-06-08T23:13:46.226761Z","shell.execute_reply.started":"2021-06-08T23:13:46.222234Z","shell.execute_reply":"2021-06-08T23:13:46.225743Z"},"trusted":true},"execution_count":11,"outputs":[]},{"cell_type":"markdown","source":"### 1 – Criar, em Python, código de verificação das funções de Bessel de primeira e de segunda espécie, Jn(y) e Yn(y);\n\n### 2 - Reproduzir gráficos\n\n### 3 - Comparar com os valores da tabela","metadata":{}},{"cell_type":"markdown","source":"Função esférica de Bessel de primeira espécie Jn(y) \n\n- [Link teoria](https://mathworld.wolfram.com/SphericalBesselFunctionoftheFirstKind.html)\n- [Link função](https://docs.scipy.org/doc/scipy/reference/generated/scipy.special.spherical_jn.html)","metadata":{}},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(scipy.special.jv(i, z))\n \nPlotGraphic(n, 'Bessel functions of the frist kind, Jn(x)', 'J', results, z, -0.5, 1.3)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:14:27.121834Z","iopub.execute_input":"2021-06-08T23:14:27.122267Z","iopub.status.idle":"2021-06-08T23:14:27.402720Z","shell.execute_reply.started":"2021-06-08T23:14:27.122230Z","shell.execute_reply":"2021-06-08T23:14:27.401369Z"},"trusted":true},"execution_count":12,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"# PlotOneGraphic ('Bessel functions of the frist kind, Jn(x)', 'J_0.3', 'g', scipy.special.jv(0.3, z), z, -0.5, 0.8)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:14:33.664395Z","iopub.execute_input":"2021-06-08T23:14:33.664810Z","iopub.status.idle":"2021-06-08T23:14:33.669453Z","shell.execute_reply.started":"2021-06-08T23:14:33.664773Z","shell.execute_reply":"2021-06-08T23:14:33.668492Z"},"trusted":true},"execution_count":13,"outputs":[]},{"cell_type":"code","source":"print(scipy.special.jv(0.3, zTable))\nprint(scipy.special.jv(0.3, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:15:36.454864Z","iopub.execute_input":"2021-06-08T23:15:36.455265Z","iopub.status.idle":"2021-06-08T23:15:36.463819Z","shell.execute_reply.started":"2021-06-08T23:15:36.455231Z","shell.execute_reply":"2021-06-08T23:15:36.461965Z"},"trusted":true},"execution_count":15,"outputs":[{"name":"stdout","text":"[ 0.22733294 0.45272575 0.74022248 -0.19461922 -0.01722565 0.0242264 ]\n[ 2.45279216e-01+5.88763523e-02j 4.89841706e-01+1.15609823e-01j\n 1.02537305e+00-1.48860521e-01j -2.24607458e+03-6.77420897e+02j\n 1.57506649e+41+8.88284991e+41j inf -infj]\n","output_type":"stream"}]},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(scipy.special.yv(i, z))\n\nPlotGraphic(n, 'Bessel functions of the second kind, Yn(x)', 'Y', results, z, -2, 0.8)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:15:18.588761Z","iopub.execute_input":"2021-06-08T23:15:18.589450Z","iopub.status.idle":"2021-06-08T23:15:18.817050Z","shell.execute_reply.started":"2021-06-08T23:15:18.589410Z","shell.execute_reply":"2021-06-08T23:15:18.815988Z"},"trusted":true},"execution_count":14,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(scipy.special.yv(0.3, zTable))\nprint(scipy.special.yv(0.3, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:15:40.198309Z","iopub.execute_input":"2021-06-08T23:15:40.198880Z","iopub.status.idle":"2021-06-08T23:15:40.207310Z","shell.execute_reply.started":"2021-06-08T23:15:40.198828Z","shell.execute_reply":"2021-06-08T23:15:40.206067Z"},"trusted":true},"execution_count":16,"outputs":[{"name":"stdout","text":"[-4.50188493 -2.00187793 -0.2457042 0.16042193 -0.07790651 -0.00704992]\n[-3.91183574e+00+1.02501726e+00j -1.69048410e+00+5.90772766e-01j\n -1.34833043e-04+8.39838688e-01j 6.77420905e+02-2.24607458e+03j\n -8.88284991e+41+1.57506649e+41j nan +nanj]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### 4 – Criar, em Python, código de verificação das funções esféricas de Bessel de primeira e de segunda espécie, jn(y) e yn(y);\n\n### 5 - Reproduzir gráficos\n\n### 6 - Comparar valores com a tabela feita","metadata":{}},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(scipy.special.spherical_jn(i, z, derivative=False))\n \nPlotGraphic(n, 'Spherical Bessel functions of the first kind, jn(x)', 'J', results, z, -0.40, 1.3)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:17:01.759417Z","iopub.execute_input":"2021-06-08T23:17:01.759858Z","iopub.status.idle":"2021-06-08T23:17:01.982725Z","shell.execute_reply.started":"2021-06-08T23:17:01.759819Z","shell.execute_reply":"2021-06-08T23:17:01.981514Z"},"trusted":true},"execution_count":17,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(scipy.special.spherical_jn(10, zTable))\nprint(scipy.special.spherical_jn(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:17:06.174171Z","iopub.execute_input":"2021-06-08T23:17:06.174615Z","iopub.status.idle":"2021-06-08T23:17:06.181719Z","shell.execute_reply.started":"2021-06-08T23:17:06.174566Z","shell.execute_reply":"2021-06-08T23:17:06.180642Z"},"trusted":true},"execution_count":18,"outputs":[{"name":"stdout","text":"[ 7.27307613e-31 7.27151100e-21 7.11655264e-11 6.46051545e-02\n -1.95657860e-04 -8.56568260e-04]\n[ 1.01190844e-34+2.32738942e-29j 1.01190842e-22+2.32738922e-19j\n 1.01165860e-10+2.32536582e-09j -3.57277878e+01-2.48684157e+01j\n -3.65324644e+40-6.22525559e+40j -inf +nanj]\n","output_type":"stream"}]},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(scipy.special.spherical_yn(i, z, derivative=False))\n\nPlotGraphic(n, 'Spherical Bessel functions of the second kind, Yn(x)', 'Y', results, z, -3, 0.50)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:17:08.857552Z","iopub.execute_input":"2021-06-08T23:17:08.858172Z","iopub.status.idle":"2021-06-08T23:17:09.081095Z","shell.execute_reply.started":"2021-06-08T23:17:08.858134Z","shell.execute_reply":"2021-06-08T23:17:09.080297Z"},"trusted":true},"execution_count":19,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(scipy.special.spherical_yn(10, zTable))\nprint(scipy.special.spherical_yn(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:17:11.797179Z","iopub.execute_input":"2021-06-08T23:17:11.797729Z","iopub.status.idle":"2021-06-08T23:17:11.805900Z","shell.execute_reply.started":"2021-06-08T23:17:11.797661Z","shell.execute_reply":"2021-06-08T23:17:11.804488Z"},"trusted":true},"execution_count":20,"outputs":[{"name":"stdout","text":"[-6.54730798e+30 -6.54901397e+19 -6.72215008e+08 -1.72453672e-01\n 1.00257774e-02 5.16087027e-04]\n[1.02300880e+29+1.02301956e+29j 1.02247559e+18+1.02355245e+18j\n 9.67623570e+06+1.07523892e+07j 2.48684508e+01-3.57278286e+01j\n 6.22525559e+40-3.65324644e+40j nan +nanj]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### 7 – Criar, em Python, código de verificação das funções de Ricatti-Bessel e de suas derivadas de primeira ordem:\n\n### 8 - Reproduzir gráficos\n\n### 9 - Comparar valores com os da tabela\n","metadata":{}},{"cell_type":"code","source":"def riccatiBessel_jn(n, z):\n return z * scipy.special.spherical_jn(n, z, derivative=False)\n\ndef riccatiBessel_jn_derivative(n, z):\n return (1+n) * scipy.special.spherical_jn(n, z, derivative=False) - z * scipy.special.spherical_jn((1+n), z, derivative=False)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:11.458399Z","iopub.execute_input":"2021-06-08T23:18:11.458832Z","iopub.status.idle":"2021-06-08T23:18:11.464293Z","shell.execute_reply.started":"2021-06-08T23:18:11.458787Z","shell.execute_reply":"2021-06-08T23:18:11.463460Z"},"trusted":true},"execution_count":21,"outputs":[]},{"cell_type":"code","source":"# results = riccatiBessel_jn(10, z)\n# PlotOneGraphic(\"Ricatti-Bessel ψ_n(z) \", \"n=10\", 'g', results, z, -2, 2)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:22.132964Z","iopub.execute_input":"2021-06-08T23:18:22.133647Z","iopub.status.idle":"2021-06-08T23:18:22.138929Z","shell.execute_reply.started":"2021-06-08T23:18:22.133591Z","shell.execute_reply":"2021-06-08T23:18:22.137538Z"},"trusted":true},"execution_count":23,"outputs":[]},{"cell_type":"code","source":"print(riccatiBessel_jn(10, zTable))\nprint(riccatiBessel_jn(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:26.189589Z","iopub.execute_input":"2021-06-08T23:18:26.190020Z","iopub.status.idle":"2021-06-08T23:18:26.198793Z","shell.execute_reply.started":"2021-06-08T23:18:26.189983Z","shell.execute_reply":"2021-06-08T23:18:26.197292Z"},"trusted":true},"execution_count":24,"outputs":[{"name":"stdout","text":"[ 7.27307613e-33 7.27151100e-22 7.11655264e-11 6.46051545e-01\n -1.95657860e-02 -8.56568260e-01]\n[-2.32737930e-31+2.32739954e-31j -2.32637731e-20+2.32840113e-20j\n -2.22419996e-09+2.42653168e-09j -1.08593721e+02-6.05962036e+02j\n 2.57200915e+42-9.87850203e+42j nan +nanj]\n","output_type":"stream"}]},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(riccatiBessel_jn(i, z))\n \nPlotGraphic(n, 'Ricatti-Bessel ψ_n(z)', 'ψ', results, z, -1.5, 2)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:29.572577Z","iopub.execute_input":"2021-06-08T23:18:29.573221Z","iopub.status.idle":"2021-06-08T23:18:29.789480Z","shell.execute_reply.started":"2021-06-08T23:18:29.573167Z","shell.execute_reply":"2021-06-08T23:18:29.788301Z"},"trusted":true},"execution_count":25,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(riccatiBessel_jn_derivative(10, zTable))\nprint(riccatiBessel_jn_derivative(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:32.939305Z","iopub.execute_input":"2021-06-08T23:18:32.939660Z","iopub.status.idle":"2021-06-08T23:18:32.947838Z","shell.execute_reply.started":"2021-06-08T23:18:32.939627Z","shell.execute_reply":"2021-06-08T23:18:32.946562Z"},"trusted":true},"execution_count":26,"outputs":[{"name":"stdout","text":"[ 8.00038059e-30 7.99834594e-20 7.79721239e-10 3.54912551e-01\n -9.97048072e-01 -5.16058595e-01]\n[ 1.31548098e-33+2.56012836e-28j 1.31548094e-21+2.56012806e-18j\n 1.31505626e-09+2.55709305e-08j -6.54560141e+02-6.01349541e+01j\n -9.87129369e+42-2.59928552e+42j nan +nanj]\n","output_type":"stream"},{"name":"stderr","text":"/opt/conda/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: invalid value encountered in multiply\n \"\"\"\n","output_type":"stream"}]},{"cell_type":"code","source":"results = []\nfor i in n:\n results.append(riccatiBessel_jn_derivative(i, z))\n \nPlotGraphic(n, 'Ricatti-Bessel ψ\\'_n(z)', 'ψ\\'', results, z, -1.5, 2)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:35.629990Z","iopub.execute_input":"2021-06-08T23:18:35.630334Z","iopub.status.idle":"2021-06-08T23:18:35.842312Z","shell.execute_reply.started":"2021-06-08T23:18:35.630303Z","shell.execute_reply":"2021-06-08T23:18:35.841468Z"},"trusted":true},"execution_count":27,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAAAmkAAAFNCAYAAABbpPhvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACmnElEQVR4nOyddXgU19fHvzeuuLtLCO7FrRS3BKc4pUCROj/etkFaoEChFKc4QRJcS7FgxTU4wV0DIS573j9ONiQQ2ezOzgxwP8+TB7Izc++ZzOzMuUcFEUEikUgkEolEoi9stBZAIpFIJBKJRPIuUkmTSCQSiUQi0SFSSZNIJBKJRCLRIVJJk0gkEolEItEhUkmTSCQSiUQi0SFSSZNIJBKJRCLRIVJJk0gkiiOEmCOE+EmlubYLIXqqMZelCCEWCyHGaSyDhxDihBBCpLHfFCHEl2rJJZFI3kUqaRKJJN0IIW4JISKEEKFCiEfxyoebcTsRDSSisRbOUV8Ice+tz3yEEMsTf0ZEzYhoSQpj9BJCxMXLGSqEuPG+Kh7x57JYgaHGAphMaRfJnAzgf0IIBwXmlEgkZiCVNIlEYi6tiMgNQAUAFQGM1FacFDlMRG7xsnYA8LsQoqLWQmmBECI3gAYANqS1LxE9BHAZQGsriyWRSFJAKmkSicQiiOgRgB1gZQ3Au249IUQbIcQZIUSIEOK6EOKz+M97CyEuCSFex1u5voj/3BXAdgB5ElnBugL4H4BO8b+fjd83QAjRz0RZTwO4BKB0ItlqCCH+E0K8FEKcFULUT7StV7xcr4UQN4UQ3eI/LyaE2CeEeCWEeCaEWJ3omFJCiJ1CiBdCiCtCiI6myBZvnWwcPzbFf9ZPCBFgyvHx+xcSQpAQoqcQ4k68bKMS7dIEwCkiiozf3/i3NP5EvTVfAIAWps4vkUiUxU5rASQSyfuNECIfgGYA9qSwvRqApQC8AOwGkBuAe/zmJwBaArgBoC6A7UKI40R0SgjRDMByIsqXaKwSAIoRUXczZa0KoASAE/G/5wWwFUAPAP8AaARgrRCiFIBwANMBVCWiK/FWqCzxQ40F8C/YKuUAoEr8eK4AdgL4Of5vUhbATiHEeSK6aI7MRohoMYDFJu5eG0DJ+HM9JoRYR0SX4uW5kmjM1QBWx8ueAcBRACsTjXMJbH2USCQaIC1pEonEXDYIIV4DuAtWtn5JYb++ABYS0U4iMhDRfSK6DABEtJWIrhOzD6z41FFYzhrxVrLXAI4BWAbgWvy27gC2EdG2eNl2ghW45vHbDQA8hRDORPSQiC7Efx4DoCCAPEQUSUQH4z9vCeAWES0ioth4y91aAN4Kn1NajCaiCCI6C+AsgPLxn2cC8PrtnYUQNgBWAAggormJNr2OP0YikWiAVNIkEom5tCUidwD1AZQCkC2F/fIDuJ7cBiFEMyHEkXjX4EuwcpTSOGkihLiQyHVnVPaOEFGmeFlzASgD4Lf4bQUBeMcrcS/jZagNIDcRhQHoBGAggIdCiK3xFjYA+B6AAFupLggh+iQar/pb43WLn1dNHiX6fzgAY1JHMN5YMRPza/znQ9/63B3AS6WFk0gkpiGVNIlEYhHxFrDF4GzA5LgLoOjbHwohHMFWpskAchJRJgDbwMoPACSXfZhqRiIRlTEmCRDRgWS2P46fs1Ui2ZbFK3HGH1cimhC//w4iagJ20V4GMD/+80dE1J+I8gD4AsAsIUSx+PH2vTWeGxGZklEaCsD1rc9c4z9XinNgF2gCQojOALoA8CKimLf2Lw22xEkkEg2QSppEIlGCaQCaCCHKJ7NtAYDeQohGQggbIUTeeIuUAwBHAE8BxMbHoH2a6LjHALIKITK+9VmhePdcuhFCZAXQDoDRbbkcQCshRFMhhK0Qwklw6Y98Qoic8QkPrgCiwMqSIX4c7/hYPICtUxS/bQuAEkKIHkII+/ifqkKI0kibc+A4NqOsAkBTAOfNOdcU2AmgkhDCKX6OigD+AltFnyazfz1wAodEItEAqaRJJBKLiX/BLwUHzL+97RiA3gCmAngFYB+AgkT0Guxe8wMrOl0BbEp03GVwEPuNeNdhHgD+8ZufCyFOmSheTaMLFBwI/xTAV/Fz3AXQBpw1+hRsCfsO/Gy0AfA1gAcAXoAVFqNFrCqAo/FjbgIwjIhuxJ/TpwA6xx/3CMBEsDKaFr+AlbR18b+fAlAAwBQTzzNN4i2Je8DnjPh/MwM4mMhNvB1IKNfhARPKdUgkEusg0q5nKJFIJBI1EEI4gxW8heByGfuScUFaOocHgCUAqqVW0FYIMQXAdSKapeT8EonEdKSSJpFIJDoiPrbtGhGl2rZJIpF8+Gjm7hRC5BdC7BVCXIzPjhqWzD5CCDFdCBEkhDgnhKikhawSiUSiF4QQ3d4qQGv8uZD20RKJ5H1CM0tafLxD7viile4AToKDVy8m2qc5OHakOYDqAP4kouqaCCyRSCQSiUSiIppZ0uILQ56K//9rcEBv3rd2awNgaXyhyyMAMsUrdxKJRCKRSCQfNLrI7hRCFAI3aD761qa84GwrI/fwriInkUgkEolE8sGhee9OIYQbuLjkcCIKsWCcAQAGAICzs3Pl/PnzKyRh8hgMBtjY6ELHVZ2P+dyBj/v8P+ZzBz7u85fn/nGeO/Bxn79a53716tVnRJT97c81VdKEEPZgBc2XiNYls8t9cEsZI/niP3sHIpoHYB4AVKlShU6cOKGwtEkJCAhA/fr1rTqHXvmYzx34uM//Yz534OM+f3nu9bUWQzM+5vNX69yFELeT+1zL7E4BrkR+iYj+SGG3TQA+j8/yrAHgFRE9VE1IiUQikUgkEo3Q0pJWC0APAIFCiDPxn/0PXGEbRDQH3MevOYAgcJPg3uqLKZFIJBKJRKI+milpRHQQbxopp7QPARisjkQSiUQikUgk+kHzxAGJRCKRSCQfFjExMbh37x4iIyO1FsUiMmbMiEuXLik2npOTE/Llywd7e3uT9pdKmkQikUgkEkW5d+8e3N3dUahQIXAI+vvJ69ev4e7urshYRITnz5/j3r17KFy4sEnHfJw5tRKJRCKRSKxGZGQksmbN+l4raEojhEDWrFnTZV2USppEIpFIJBLFkQrau6T3byKVNIlEIpFIJBIdIpU0iUQikUgkHw2LFy+Gj49PitujoqLQqVMnFCtWDA0aNMCtW7cStp0+fRp9+/ZNdfwZM2Zg4cKFisgqlTSJRCKRSCSSeBYsWIDMmTMjKCgIgwcPxg8//JCw7bfffsPQoUNTPb5Pnz7466+/FJFFKmkSiUQikUg+OHx8fDB58mQEBASgZcuWAAA3Nzc4OzvDzc0txeM2btyInj17AgDatm2L3bt3g4jw+vVrnDt3DuXLlwcADBs2DGPGjAEA7NixA3Xr1oXBYICLiwsKFSqEY8eOWXwOsgSHRCKRSCQSqzH8n+E48+iMomNWyFUB0z6bZtaxnTp1SnX7/fv3kT8/tw23s7NDxowZ8fz5cwQGBsLT0zNhv/Hjx6Nq1aqoU6cOhg4dim3btiU0Y69SpQoOHDiAatWqmSWjEWlJk0gkEolEIkmDhw8fInv27Am/u7i4YP78+WjSpAmGDBmCokWLJmzLkSMHHjx4YPGc0pImkUgkEonEaphr8bIUJycnREdHJ/xORAmWrtTImzcv7t69i3z58iE2NhavXr1C1qxZ4ezs/E6Ns8DAQGTNmvUdhSwyMhLOzs4Wn4O0pEkkEolEIvngqFKlCrZt24aIiAgAwNq1a1GuXLk0j2vdujWWLFkCANiwYQMaNmwIIQRKly6NoKCghP1u376NKVOm4PTp09i+fTuOHj2asO3q1atJXKPmIi1pEolEIpFIPjgaN26Mc+fOYdiwYXjw4AEcHR2xdOnSNI/r27cvevTogWLFiiFjxozw9/cHAJQqVQqvXr3C69ev4ebmhr59+2Ly5MnIkycPFixYgF69euH48eNwcnLCoUOHUi3zYSpSSZNIJBKJRPJB8vXXX6NSpUqYPHky1q5da9IxTk5OCYrZ2707+/Tpg9WrV6Nfv37YtWtXwueVK1dGYGAgAK6lVqZMGWTNmtVi+aW7UyKRSCQSicQEvvzySzg6Oqa6z7NnzzB27FhF5pOWNIlEIpFIJB8s9evXR/369d/5/Ndff02wmBnx9vbGqFGjUhzLyckJPXr0SHW+Jk2amCVnckglTSKRSCQSyUfHqFGjUlXI9IB0d0okEolEIpHoEKmkSSQSiUQikegQqaRJJBKJRCKR6BCppEkkEolEIpHoEKmkSSQSiUQi+WhYvHhxqoVm9+/fj0qVKsHOzg4bNmxIsu3hw4do2bJlquNv2bIFP//8swKSSiVNIpFIJBKJJIECBQpg8eLF6Nq16zvb/vjjD/Tv3z/V41u0aIHNmzcjPDzcYllkCQ6JRCKRSCTWY/hw4MwZZcesUAGYNi3VXXx8fODm5oYqVapg8uTJ2LJlC9zc3LBgwQK4ubmleFyhQoUAINlm7GvXrsW4ceMAAFOnTkVgYCAWLlyIwMBAdOnSBceOHYOLiwvq16+PLVu2oGPHjuaeIctg0dESiUQikUgk7xGdOnXCt99+m+7jbt68icyZMyd0HBg2bBiCgoKwfv169O7dG3PnzoWLiwsAbu5+4MABi2WVljSJRCKRSCTWIw2L1/vCw4cPkT179oTfbWxssHjxYpQrVw5ffPEFatWqlbAtR44cePDggcVzSkuaRCKRSCSSDw4nJydER0cn/E5EybowTcXZ2RmRkZFJPrt27Rrc3NzeUcgiIyPh7Oxs9lxGpJImkUgkEonkg6NKlSrYtm0bIiIiAHA8Wbly5cwer0SJErh161bC769evcLQoUOxf/9+PH/+HGvWrEnYdvXqVXh6epo9lxGppEkkEolEIvngaNy4Mdq3b49hw4YhICAAK1euxNKlS9M87vjx48iXLx/8/f0xbNgwlClTBgDg6uqKokWLIigoCAAwYsQIDB48GCVKlMCCBQvw448/4smTJwCAvXv3okWLFhafg4xJk0gkEolE8kHy9ddfo1KlSpg8eTLWrl1r0jFVq1bFvXv3AACvX7+Gu7t7wrYhQ4Zg8eLFGDduHBYuXJjwef78+ROUt8ePHyMiIgJly5a1WH5NLWlCiIVCiCdCiPMpbK8vhHglhDgT/6NMdTiJRCKRSCSSdNKuXbuEEh0pcefOHUyZMkWR+bS2pC0GMANAavbHA0SUenlfiUQikUgkkmSoX78+6tev/87nv/76K/z9/ZN85u3tjVGjRqU6Xr9+/VLdXrVq1XTLmBKaKmlEtF8IUUhLGSQSiUQikXx8jBo1Kk2FTGveh8SBmkKIs0KI7UKIMloLI5FIJBKJRKIGgoi0FYAtaVuI6J1cVSFEBgAGIgoVQjQH8CcRFU9hnAEABgBAzpw5K69atcqKUgOhoaGptpX4kPmYzx34uM//Yz534OM+f3nuH+e5A+adf8aMGVGsWDErSaQecXFxsLW1VXTMoKAgvHr1KslnDRo0OElEVd7eV+uYtFQhopBE/98mhJglhMhGRM+S2XcegHkAUKVKFUrO/6wkAQEByfq4PwY+5nMHPu7z/5jPHfi4z1+ee32txdAMc87/0qVLSbIi31fezu5UAicnJ1SsWNGkfXXt7hRC5BJCiPj/VwPL+1xbqSQSiUQikUisj9YlOFYCOAygpBDinhCirxBioBBiYPwuXgDOCyHOApgOoDNp7Z+VSCQSiUTy3rJ48WL4+PikuP2PP/6Ah4cHypUrh1atWuH27dsJ2x4+fIiWLVMvOLFlyxb8/LMyFcM0VdKIqAsR5SYieyLKR0QLiGgOEc2J3z6DiMoQUXkiqkFE/2kpr0QikUgkkg+bihUr4sSJEzh37hzatGmD77//PmHbH3/8gf79+6d6fIsWLbB582aEh4dbLIuuY9IkEolEIpG83wwfDpw5o+yYFSoA06alvo+Pjw/c3NxQpUoVTJ48GVu2bIGbmxsWLFiQaiJEgwYNEv5ftWrVJD05165di3HjxgEApk6disDAQCxcuBCBgYHo0qULjh07BhcXF9SvXx9btmxBx44dLTlNfcekSSQSiUQikShJp06d8O2335q079KlS9GsWTMAwM2bN5E5c2Y4OjoCAIYNG4agoCCsX78evXv3xty5c+Hi4gKAm7sfOHDAYlmlJU0ikUgkEonVSMvipVeWL1+O06dP46+//gLA8WjZs2dP2G5jY4PFixejXLly+OKLL1CrVq2EbTly5MCDBw8slkEqaRKJRCKRSD44nJycEB0dnfA7EcHGxjQH4q5du/Drr79i69atCZYzZ2dnREZGJtnv2rVrcHNze0chi4yMhLOzs4VnIN2dEolEIpFIPkCqVKmCbdu2ISIiAgDHk5UrVy7N406fPo0vvvgCmzZtSmI5K1GiBG7dupXw+6tXrzB06FDs378fz58/TxK7dvXqVXh6vlOjP91IS5pEIpFIJJIPjsaNG+PcuXMYNmwYHjx4AEdHRyxdujTN47777juEhobC29sbBoMBhQoVwqZNm+Dq6oqiRYsiKCgIxYoVw4gRIzB48GCUKFECCxYsQIMGDVC3bl3kyJEDe/fuxfjx4y0+B6mkSSQSiUQi+SD5+uuvUalSJUyePBlr16416Zhdu3Yl/P/tjgNDhgzB4sWLMW7cOCxcuDDh8/z58yMoKAgA8PjxY0RERKBs2bIWyy+VNIlEIpFIJBITaNeuHZ4/T73x0Z07dzBlyhRF5pNKmkQikUgkkg+W+vXrJ9t79Ndff4W/v3+Sz7y9vTFq1KhUx+vXr1+q26tWrZpuGVNCKmkSiUQikUg+OkaNGpWmQqY1MrtTIpFIJBKJ4shW2++S3r+JVNIkEolEIpEoipOTE54/fy4VtUQQEZ4/fw4nJyeTj5HuTolEIpFIJIqSL18+3Lt3D0+fPtVaFIuIjIxMl1KVFk5OTsiXL5/J+0slTSKRSCQSiaLY29ujcOHCWothMQEBAahYsaJm80t3p0QikUgkEokOkUqaRCKRSCQSiQ6RSppEIpFIJBKJDpFKmkQikUgkEokOkUqaRCKRSCQSiQ6RSppEIpFIJBKJDpFKmkQikUgkEokOkUqaRCKRSCQSiQ6RSppEIpFIJBKJDpFKmkQikUgkEokOkUqaRCKRSCQSiQ6RSppEIpFIJBKJDpFKmkQikUgkEokOkUqaRCKRSCQSiQ6RSppEIpFIJBKJDpFKmkQikUgkEokO0VRJE0IsFEI8EUKcT2G7EEJMF0IECSHOCSEqqS2jRCKRSCQSiRZobUlbDOCzVLY3A1A8/mcAgNkqyCSRSCQSiUSiOZoqaUS0H8CLVHZpA2ApMUcAZBJC5FZHupS5H3If0YZorcWQSCQS1SAivIx8CQMZtBZF8pFiIAOISGsxVMVOawHSIC+Au4l+vxf/2UNtxGHarGqDUw9PofD5wiiTvQz6VOyD1iVbw0ZobZiUfGgQEfbf3o/1l9dj45WNuPXyFgDAzsYOtQvURusSreHl4YX8GfOrL9zt28C1a8D9+0B0NFC2LP+4uqovi8QqPA17ipnHZ2L3zd049+AcQvaHwMnOCUUzF0W1vNUwtPpQVMhVQX3BiIB//wU2bQKCgoAbN4CMGQEPD6BiReDzz4GsWVUX6/lzICAAOH4csLUFXFyAokWBFi0Ad3fVxXmvCY8Jx7Zr27D20lr8E/QPXkW+AoGQ0TEjmhZriubFmqODRwe4ObhpLapVEVprpUKIQgC2EJFnMtu2AJhARAfjf98N4AciOpHMvgPALlHkzJmz8qpVq6wm8/6n+3E5+DIexT7CxZCLeBz1GPmd86NXoV5omKOh1ebVC6GhoXBz+7C/GKmh1vnfDruNadem4cyrM7AX9qiSuQqKuRWDEAIRcRE4EXwCN8Nuwl7Yo0uBLuiavyscbR2tKlP4ixcofPIkcm/ejEyBge9sJyHwonp13O7eHSFlylhVFiNPnzrgxIksuHrVHYZ4I0/evBGoVu0FChYMhxDKzfWx3PuhsaFYfGsxtjzcgihDFMpkKIP8DvlRwL0AXsa8xL2IezgVfAqRhkhUzFQRg4oOQjG3YtYXjAi5duxA/lWr4Hr7NmJdXBCePz8ic+WCXVgYXG/dguOzZ4hzcsLDFi1wp3NnRGfLZvG0aV33y5fdMW9eEZw5kwlEAra2BhAJGAx88zk4xKF69Rf4/PPbKFYs1GJ51Ebt+/7Qs0OYHjQdT6KeIJN9JtTMWhPZHLLBVtjiUdQjHHtxDC+iXyCbQzZ8WfRLNMjeAELJL3oi1Dr3Bg0anCSiKu9sICJNfwAUAnA+hW1zAXRJ9PsVALnTGrNy5cpkbfbu3UtERDFxMbQqcBVVmFOB4APqu7EvhUeHW31+LTGe+8eKtc/fYDDQmIAxZD/GnjJPyEyzj8+m11Gvk9036HkQdVnTheADKjytMB29d9R6gh07RmH58xMBRMWKEU2cSBQQQBQURHTzJtHGjUQ//kiUNSvv06QJ0Z07VhNn506iatV4KoAoQwai7NnfTA8QFSpENG8eUWysMnN+DPf+mYdnqOifRcl2tC31XN+TLj65SETvnntwRDBNPDiRck7KSY5jHWnO8TlkMBisJ9jTp0QtWvCFrViRaOlSosjId/cLDCT6/HMiOzu+GbZvt3jqlK7748dEXbqwSNmzE/3yC9HBg0TR0UQGA4t34ADRV1+xKLa2RN99RxQaarFIqqLWfR8cEUztV7cn+IA8Z3nSjqAdFBv37pc3zhBHe2/upYpzKhJ8QI2XNqZnYc+sIpNa5w7gBCWnByX3oZo/aShpLQBsByAA1ABwzJQx1VTSjMTExdCo3aMIPqBys8vRnZfWezlpzcfwokoNa55/TFwM9drQi+AD6rKmCz0OfWzScbtv7KZC0wqRy68utP2a5S+lJMTGEvn4ENnaUkT27ESbNxPFxaW8/+vXRJMnE7m7E2XLRvTvv4qKExRE1KzZGyVs4kSis2f5pWjk9m1WzmrW5P08PVmftJQP/d5fdnYZOY1zojxT8tDB2weTbEvp3J+EPqGmy5oSfEDd1naj6Nho5QU7coQob14iBweiv/5KerFT4vJlorJliYQg+umn1O/ZNEju3AMDiQoWJHJ0JBo1iujVq9THePGCqH9/vh9LlCC6ccNscVRHjfv+QcgDKje7HNmPsafxB8abdB/FxsXSjKMzyHGsI5X8qyTdDL6puFwftZIGYCU4viwGHG/WF8BAAAPjtwsAMwFcBxAIoIop42qhpBnZdnUbZRyfkYpPL04PXz+0uhxa8KG/qNLCWucfHh1OrVa0IviAfPb6pNsq8fD1Q6owpwLZjbGjZWeXKSNUTAxR9+78qOjenQ5s3mz6sZcvE5Upwy/JqVMVEWfXLqLMmYkyZiSaNCl5Q0piDAYif3+iwoXZijFjhmXzf8j3vu85XxI+guotqpfs4iC1c48zxNHYfWMJPqBO/p2StX6YzZEjrPAXKUJ06lT6jg0LI+rVi+/fQYNMU+6S4e1z376dRcqdm+j48fSNtWcP38O5c7Oi9z5g7fv++ovrVOTPIuT6qyvtvL4z3cfvv7WfMk3IRLkn56Zzj84pKtvePXsUHS8ldKmkWetHSyWNiOjQnUPk+qsrlZ1Vlp6HP7e6LGrzIb+oTMEa5x9niKMOqzuQ8BE089hMs8d5FfmKGixuQDajbWjb1W2WCRUdTeTtzY+JceOIyIxzDw0l6tCBx5g1yyJxZsxgRatMGaLr19N3bEgIUatWLMaXX7LuaQ4f6r2/6fImsh1tS/UX108xXMOUc590aBLBB9RrQy+KM5hvuUrgxAnWyIsUIbp3z7wxDAaib7/li//DD2YpaonPffduInt7ogoViO7eNU+kwECiPHmIMmVKv5KnBda875+EPqGCUwtSlolZ6MjdI2aPc/7xeco7JS/lmZKH7r0y8155m5Ur6Vn16mmbSRVAKmkKk9ZNu+v6LnIc60g1/q5BUbFRVpdHTT7UF5WpWOP8f9rzE8EHNOW/KRaP9TrqNVWYU4Hcf3On84/PmzeIwUDUqRM/IiZPTvjYrHOPjn6jIS1ZYpY406fz4a1amf+8jI0l+v57HqdXL/OMKh/ivX/w9kFyHOtIVedVpZDIkBT3M/Xcffb6EHxAI3eNtEyw69eJsmQhKlCA6NYty8YyGIgGDuSLP2FCug83nvvZsxz7WKYMuy8t4eZNdtfnymW+sqcW1rrvo2KjqM7COuQ0zomO3Ttm8XhnH50lt9/cqNLcShQaZWHg3+nTRM7OFFyuHFGU9d/hUklTGFNuWv8L/gQf0PDtw60uj5p8iC+q9KD0+a8MXEnwAfXZ0EexwOs7L+9Qrsm5qNC0QvQk9En6B/j112RfaGafe0QEUaNGRDY2bIpIB8uXsyht25pvAUuMjw+P9/336T/2Q7v3n4Y9pbxT8lLRP4umGXht6rkbDAbqv6k/wQe05coW8wSLiODkgEyZiK5dM2+Mt4mLI+rcmd3vu3al69C9e/fSnTts/cqbV7l8mMBAdptWrKjvZAJr3PcGg4H6bexH8AGtOLdCsXG3XNlCNqNtqN2qduZbc58+5YDDfPno4Nq1ismWGlJJUxhTb9qvtn1F8AFtuLTBugKpyIf2okovSp7/1WdXyXmcM9VZWEdxi+vRe0fJcawjtVzRMn3K35Yt/CLr2vUdc5NF5/76NVGpUkQ5cxI9NC1ec/t2TtJr0IDf20pgMLDLEyD644/0Hfsh3fsGg4Fa+LYgh7EOdPLByTT3T8+5h0eHU/nZ5SnLxCx0++Xt9As3YABfoE2b0n9saoSGEpUuna57kIho164AqlWLFapzyoY80datvHbp0MHskDmrY437fuGphQQf0KjdoxQf+4///iD4gKYfmZ7+g2NjiRo25IyQY8c+7sQBa/3oSUmLjImkynMrU6YJmehW8C3rCqUSH9KLyhyUOv/YuFiq+XdNyjwhM90Pua/ImG8z9fBUgg9o4amFph1w/TrHAFWsyEHXb2HxuQcGEjk7s9aVRl2MW7c4wLp8eeVDQmJjidq355fj/v2mH/ch3ftT/puSrhdZes/96rOr5PabG9X8uybFxKXDBLpsGb+afvwxXfOZzPnzJt+DRnr1ukEAka+vdUSaNIlPef5864xvKUrf97df3qYM4zNQvUX1lIldfAuDwUDNljcj53HOdOXZlfQdPHkyX4yF/MyUStoHrqQRceaK229u1HRZU+vWEVKJD+lFZQ5Knf/vB38n+ICWn12uyHjJEWeIo3qL6pH7b+5pLxLi4ojq1mUlLYUYIEXOffFifvT88kuKu0RFEVWvzvE/QUGWT5kcISFc7i1fPqJnJpZY+lDu/ctPL5PDWAdqu6qtyc8kc87d95wvwQf0x38mmiwfPOD7r3ZtZXzbKbFoEd+DkyaluevBg0Q2Ngbq0cN64sTFsc7o5saxanpDyfveYDBQk6VNyPVXV7r+Ip0ZQOngfsh9yjwhM1WfX930RcKVK0ROTkStWyeYNbVW0mQfIxUokrkIfm34K3Zc3wG/C35aiyPRARefXsRPe39Cu1Lt0LVsV6vNYyNssKjNIhAIfTb14ZVZSsyaBezfD0ydChQsaDWZ0LMn0L078OuvQDJdCwDgf/8Djh4F/v6b2+pYA3d3YPVq4PFjoE8fLn/7MUBEGLRtEJztnDG7xWyrVWoHgC6eXdCieAv8tPcn3Hl1J+0Dhg8HIiOBBQsAOyt2LezZE2jVCvjlF25vlgJhYXyr5soViRkzrCeOjQ2waBEgBNCrFxI6Z3yIzD81Hztv7MSkJpNQJHMRq82Txz0PZrWYhaP3j2LSoUlpH2AwAH37Ak5OwOzZULRViQVIJU0lBlcdjMq5K2P4juF4GflSa3EkGkJEGLxtMFwdXDGn5RyrviQBoHDmwpjUZBL23NyD1RdWJ7/T9evADz8AzZrxW8LaTJ0KZMoEDBjwzhtpzx5gyhRg0CDA29u6YlSqBEyaxC0g58617lx6YUXgCuy5uQfjG41HLrdcVp1LCIEZzWeAQBiybUjqi4QtWwA/P+Cnn4ASJawqF4QAZszgfwcPTlFDHzsWuHUL+OGHy8iQwboiFSwITJsG7NvH66UPkSdhT/Ddzu/QsHBDfFHlC6vP19mzM9qXbo+x+8fi7qu7qe88ezZw8CA/m/LksbpspiKVNJWwtbHF3JZz8STsCf63+39aiyPRkHWX1iHgVgDGNRiHHK45VJmzf6X+qJS7Er7b+R3CY8KTbiRiZcneHpg3T50VZLZs/DA8cgSYMyfh44gIFqVYMWDyZOuLAQBDhwINGwI//gg8fKjOnFoRHBGMr//9GtXzVlflJQkAhTIVwuj6o7H56masv7w++Z1CQ1kr9/QEvvtOFblQoAAwZgywdSuwbt07my9d4sVCr15AuXKvVBGpd2+gSRPg//4PePpUlSlV5ac9PyE8Jhwzm8+EjVBH/fjj0z9AIPyw64eUd3r+nP/ojRuzlVVHSCVNRSrnqYwhVYdgzok5CHycvJtH8mETGRuJb3d+C88cnuhfub9q89ra2OLPz/7EvZB7+P3Q70k3rlvH5qvx44F8+VSTCd268Rvpxx+BBw8AAKNHs1Fv3jzA2VkdMYTgRXRkJDBihDpzasXofaPxLPwZ5rSco9pLEgCG1xiOsjnK4rud3yE6LvrdHSZNAu7eZXOmg4NqcmHoUKBCBWDYMF4hxEPEBjY3N2DiRPXEEQL48092s/7f/6k3rxqcfXQWf5/+G4OrDkapbKVUm7dgpoL4/pPvsfL8Shy8czD5ncaMAUJCeOGoEzenEamkqcwv9X9BBscM+N8eaU37GJl6eCpuvbyFaU2nwc7GijE3yVC7QG109uyMiYcmvokPiowEvv0WKFsW6K+e0giAH4azZrEMP/+MM2fYetanD9CggbqilCjBcXCrVwP//KPu3GpxM/gmZh2fhT4V+qBCrgqqzm1nY4ffm/yOG8E3MPfEW37lhw/5wnfqBHzyiapywc6OfYz37wN//ZXw8erVwN69wG+/ATnUMXYnULo0MGQIMH8+cPq0unNbCyLCiB0jkMkpE36u97Pq839f63vky5APQ7cPRZwhLunGK1f4OTRgAFtydYZU0lQmi3MW/Fj7R2y5ugX7b+/XWhyJijwJe4LfDv6GtqXaolGRRprIMLHxRAgIjNozij+YOpWDbqZNs26gdkoUKwYMGQJauAhf9gxH1qxsVNGCH34ASpZkr1tUlDYyWJOfA36GrY0tfOr7aDJ/06JN0bBwQ4zZPwYhUSFvNvzyCxATw4kkWlCvHtCiBVuSX7xAdDQwciQb2AYM0EakX37hiIChQz+MhJbNVzdj7629GFN/DLI4Z1F9flcHV0xqMgmnH53GyvMrk2787js2248erbpcpiCVNA0YWn0o8rjnwQ+7fkg9kFbyQTHp0CSEx4RjQqMJmslQIGMBDKk2BCsCV+Da+f1sKmjbloOytGLUKPg5fY4j51wwfjyQRf1nOADA0ZGNKTdvfniB2+cen4PvOV8MrTYUeTPk1UQGIQQmNJqAZ+HPMPm/+IDDixc5k3PQIOul8ZrChAnAq1fA+PGYN4/XLePHA7a22oiTKRMwbhzHsW/erI0MSmEgA37e+zOKZymuWhxkcnQs0xEVclXA6H2jEWuI5Q8PHOA/8KhR6ptMTUQqaRrgYu+C0fVH48i9I9hweYPW4khU4HHoY8w8PhNdy3ZFyWwlNZXlu0++g7OdM25+249djVqZruKJdM2KH52mohzOomeBvZrK0qQJ8Omn/IJ8+VJTURRl5O6RyOiUET/W/lFTOarmrYqOZTpiyuEpeBz6mH3M7u6c0aklnp5Az54Inb4Q48bEoV49oGlTbUXq04f11p9/fr9Lcmy8vBFnH5/FT3V/Uj3EIzE2wgaj649G0IsgLD+3nD/08QFy5WKTpU6RSppG9KrQCyWylsCY/WOkNe0j4PdDvyMqLgo/1dX4ZQQgu2t2/F+hz1F/5zW86NqeXY4a8tdfwK3gTJiSYyJsR/2ouX9n4kQgOJiNKx8Cx+4fw7Zr2/BDrR+Q2Tmz1uJgbIOxiIyNxKrlPwIbNwLffANkzaq1WMDo0fgzbjAeP7XF+PHax4/b2bHb8+xZYH0KSbF6x0AG+OzzQYmsJdClbBetxUGrEq1QOXdljNk3BrH7Ajhh6vvv1ctSMgOppGmEnY0dfqz1I848OoN/gj7QSGUJAOBR6CPMPjEb3ct1R4msVq7/ZCLD94SDBPB/NcI0leP5cw5Fat4caPxrQ+DYMeDffzWVqUIFLmA6bRpwx4T6q3pn/MHxyOyUGYOrDtZaFABAiawl0LFMRxSYuRyUwR346iutRQIABLsXwCTbH9FabEbNgg+0FgcA0LUrUKoUK2txcWnvrzc2XN6Ac4/PaW5FMyKEwJgGY3Dz5U08/mEQkDMn8IV2LlhTkEqahnQr1w35M+THbwd/01oUiRWZdGgSouOidWFFAwDcugWnJb443bIyZj/ZiktPL2kmyqRJnPn+++8APv8cyJ+fK4hqbE0bO5b/HTdOUzEs5sKTC9hweQO+qvYV3B3dtRYnAZ/sHdHmfCwOtq7IAVg6YOZM4FW0C8aIX9Qr0pcGtrbskbtwgev8vk8QEUbvG40SWUugs2dnrcVJoFmxZugf4YG8Ry8h7ttvABcXrUVKFamkaYiDrQO+++Q7HLxzEAduH9BaHIkVeBn5EvNOzUMnz04olkVbt2IC48YBtrYoMXkRnOycMOXwFE3EePqUi7537gyUKQOuj/XDD8ChQ1x2XUMKFuQOMYsXv9/WtImHJsLV3hVDq+sr5qbk/HWIcrRFnyLnEBodqrU4CAvj+mTNmwPlu3lyvbZnz7QWCwB33ShThi3O71NkzI7rO3Du8Tn8r/b/dGFFMyKEwJhDjnjsCmyol1NrcdJEKmka07dSX2R3yS6taR8o807OQ2h0KL6t+a3WojB37wJLlgADBiBLsbLoXaE3lp1bhkehj1QXZfJkIDycA6MT6NOHA3mNpiwN+SG+QPnvv6e+n165GXwTKwJXYEDlAcjqooOYLyPXrwMrViC4VycE2bx8t26aBvz9N+tk//sfuP5GRAT7u3WAjQ3fixcuANu3ay2N6Uz+bzLyuOfRRSxaEs6fR66Dp+FbPysmnPlL9zHhUknTGBd7F4yoMQL/BP2Dc4/PaS2OREGi46Lx59E/0ahwI1TMXVFrcZhp03g5/s03AIARNUYgJi4GM45ZsXt0MhitaF26cMxNAs7OXLdozx7g8GFVZXqbAgW4Q8zffyc0RHivmHJ4CmyEDb6p+Y3WoiRl6lTAzg55fpmMBoUaYNrRaYiJi9FMnOhoXjDUqQPUqgWuJtu+Pd+gr19rJldiOnfmSID3ZcFw5tEZ7L65G8OqD4ODrYodJExh6lTA2RlZho/EiQcndF+vVCppOuCLKl/A2c4Zfx75U2tRJAqy6vwqPHj9AN9+ohMr2suX3G+pc2f25wEonrU42pVuh1nHZ6nqdpo8mat/JFt54YsvgMyZuXGixowcCcTGal6lJN28jHyJxWcWo2vZrprVRUuW4GBg0SKOiM+dGyNqjMC9kHsp9/RUgeXLgXv34q1oRr79luumLVmimVyJsbcHhg/nKIBjx7SWJm2mHJ4CNwc3DKisUTXglHj0iC94797oVG8Qsrtkx6T/9P3llkqaDsjinAWfl/8cvoG+eBr2AXbV/QghIkz+bzI8c3iiaVGNCy4ZmTOHG1m/1cD625rfIjgyGAtPL1RFjOBgLhbbqdNbVjQjrq6sqK1fz5VlNaRIEW4xqqMQJZNYdHoRwmLCdBeLhvnz2cc9fDgAoEWJFiiauSj+PKrNApUI+OMPoHz5t+qi1agBVK8OTJ+umyJl/fsDGTPqf8Fw99VdrDq/Cv0q9kMmp0xai5OUmTO5u8Xw4XC2d8aQakOw9dpWXHx6UWvJUkQqaTphaPWhiIqLwryT87QWRaIAe2/tReCTQHxT8xsIrQsuAWy2+vNPrtRavnySTTXz10TNfDXx17G/YCDrv5CMuqIx5itZhgzhYJxE/RS14ocfOERpzhytJTGNOEMc/jr2F2oXqI1KuStpLc4bYmL4ejZokHAP2ggbDK0+FP/d/Q/H7x9XXaTduznWa/jwZOqiDRsGXLumm0Awd3duzLB2LYf16ZUZx2bAQAYMqzFMa1GSEh4OzJ4NtG4NFC8OABhUdRAcbR1VD/dID1JJ0wke2T3QuEhjzDoxS9P4DIkyzDw+E1mds+on9dzXl03933+f7OYh1YYg6EUQdl7faVUxIiPZONG06Tu6YlLy5gU6duSAsJCQVHa0Ph4ewGefcYhSdLQOFO402HJ1C26+vImh1XRmRVu7lv2KI0Yk+bhXhV5wd3DXxJr2559A9uwcAfAOXl5Anjy6SSAAeO1ia6vftmWRsZFYcHoB2pZqi0KZCmktTlJWrODCjF9/nfBRNpds6OTZCcvOLUvaT1ZHSCVNRwyrPgwPXj/A2ktrtRZFYgH3Qu5h4+WN6FuxL5zsnLQWh30606cDZcum2KOzQ+kOyO6SHbNOWPfpv3w564pveVyTZ8QIDtxesMCqMpnC118Djx8De/boP2V/+rHpyJchH9qVbqe1KEmZNo0tGC1aJPk4g2MG9KnYB34X/PDw9UPVxAkKArZuBQYOBJyS+5ra27NWtGsXXDV2uxvJkwfo0AFYuJDLhugN/wv+eB7xHIOqDNJalKQQsWZbtixniCRicNXBCI0OxbKzyzQSLnWkkqYjmhdvjmJZiplmeiXiVcGxY7xC3bmT7fZ6/OZ+ZMw/OR8GMmjaTDgJBw8C585xZfcUXK+Odo7oX6k/tlzdgtsvb1tFDIOB42kqVTKxn3uVKvxAnT5d83LrjRvz893fP5+ua1VdfHoRe27uweCqg3VVmwqnTgFHjwKDB7Mb+y2GVBuCGEMMFpxWTyH/6y9uvfTll6nsNGAA4OSEvDrqyzRkCOcArVihtSTvMvvEbJTMWhINC5vyBVeRY8eA06f5Yr/1DKyWtxqq5KmCmcdn6rIch1TSdISNsMGASgNw6O4hXHhyIfmdbt3iYqSlSgHZsnFwq5cXxxp5enIPvLZt+RscGamm+BJw2Y15p+ahWfFmKJK5iNbiMDNmcFX3bt1S3c2oVM49aZ26VZs3A1evssfV5DC9r77ie37HDqvIZCpCsDXtxg037N6tqSipMu/kPNjb2KNPxT5ai5KUuXO5vMrnnye7uViWYmhcpDHmn5qPOIP1FfKQEE4y7dgRyJ07lR2zZgU6dkSOXbt0U46jVi0OFZgxQ1/FbU8/PI3D9w7jyypf6iMONzGzZgFubtzvLRkGVx2MS88uIeBWgLpymYBU0nRGzwo9YW9jj/mn5ifd8Pw52+WLFOG6Bblzcx2DjRt5hbB/P7BqFa8UTpzgF3Lp0sCaNfr6Jn/gbLi8AY9CH+mmTyLu32dLa9++abY/KZCxAFqVaIW/T/2NqNgoxUWZPp1rPXXokI6D2rbl4razZysuT3rp0gXInDlaTyFKSYiIicDSs0vRvnR75HDNobU4bwgJ4ZjIzp25tEoKfFH5C9x5dQc7rltfIff1ZZ3LpLahAwfCLiICWLnS6nKZghBsTTt3jo3kemH2idlwtnNGzwo9tRYlKc+fA6tXAz16cPZFMnQq0wlZnLNg5vGZKguXNlJJ0xk5XHOgfen2WHp2KSJiIvjDRYs4luPvv/mpcvMmEBDABUlbt+aO0HXqcE2DqVO5j80///AN6e3NvpqH6sV6fMzMOTEHhTIV0k/Zjblz2c84yLQYkUFVB+Fp+FOsu7ROUTEuXOD6tIMGsYvJZOztWcHcuhW4bR03rKk4OgItWz7Atm1s3NMbay+tRXBksP5qU/n6chjGwIGp7tamZBvkdM1pNUuuESL+WlSoAFSrZsIBNWogtEgRPkgndO3KxvEZOklKfBX5Cr6BvuhWtpv+ym4sWgRERaXq13a2d0afCn2w8cpGPA59rKJwaSOVNB0yoPIABEcGY93ZVfxg69OHA2LOnOF0pEKFUh/AxobT506dYjPvkSMc33P0qBrif7Rcf3Ede2/tRb+K/WBrY6u1OFxKfe5cDtQuYprrtXGRxiiYsaDisUEzZnBwdr9+Zhw8YACbD+bPT3tfK9Oy5UMIoav3dQLzTs5DsSzFUL9Qfa1FeQMRW0ErVQKqVk11V3tbdtNuuboF90PuW02kY8eAs2e5FJ9JXjkh8KBlS36enjhhNbnSg4sL0KsXlxJ8qoPSmqvOr0J4TLj+FghGjbx2bX6HpkLfSn0Ra4jF0rNLVRLONKSSpkMaFGqAqg6F4dl1ON9gP/zAZghPz/QNZIyKPXyYzQB167LZV2IVFp5eCBthg14VemktCrNxI/DkiclWNIDjIntX6I3dN3fjZrAyGW3BwcDSpbz6z5bNjAEKFGBF8++/WfHUkBw5otC6NYsSpbxH2GwuPb2EA3cOYEClAbAROnqsHzkCBAbyYtMEjahfpX4wkMGqCQRz53K95K5dTT/mcZMmrBnpSDvv149Lzy3VgU6x4PQClM1RFlXyVNFalKQcOMBpvP37p7lrqWylUCt/LSw4vUBXCQSafpuFEJ8JIa4IIYKEED8ms72XEOKpEOJM/I856/D3DvHiBbYsiESJmyG4N3cSMGECF8cxl3LlgOPHuYp2t24cpyZRlFhDLBafXYzPin2mnzY88+ezgvPpp+k6rHfF3hAQWHRmkSJiLFrEdSRNiv9JiYEDuQbGhg2KyGQJgwZx9wE9fY3mn5oPext7/cUD/f03B2x3Ma3JdpHMRfBp0U+x4PQCqxRWfvmSQ3e7dgUyZDD9uDg3N46pW7FC87p9RsqUAWrW5K+5ljpF4ONAHH9wHH0r9tVfwsCCBRz24+Vl0u79KvXDledXcOjuISsLZjqaKWlCCFsAMwE0A+ABoIsQwiOZXVcTUYX4n79VFVILXrwAGjdG9nsv0L6rDf4qrJAtO2tWjuupUYMfmJs2pbp7ZCSwaxcwahRnQFWpwh6zkiWBvn2roF074JdfeEg9WRS0YkfQDjx4/QB9K/bVWhTmxg0uy9KvX7oV/AIZC+DTop9i0ZlFFmfaGQzciaVOHY4BMpumTVnh1EHNtEaNOERULwVFo+OisezcMrQu2VpfCQOhoWy579SJFTUT6VOhD+68uoO9N/cqLtLy5dw94gtzquP068erDX9/xeUyl/79gStXgEMa6hQLTy+EvY09upVLPXtcdUJC+Fp16ZJm0pQRbw9vuDu4q1oKJi20tKRVAxBERDeIKBrAKgBtNJRHe8LDubT5xYsQGzbAoVlLLDu3DLGGWGXGd3MDtm3j+BBvb3aDJoII2LuXlbIsWYAmTYDff+dQuOzZgU8+ASpWBHLlisSlS1wJpGVLTr7r25dDNj5WFpxegOwu2dGyREutRWEWLODYxN69zTq8b8W+uBdyDztvWNaBYNcu1hfT4XFNHltbPpedOzkxRkNsbDiK4L//OMNOa7Zf245n4c/Qu4J519pqrFnDCQPpvAfblGqDTE6ZFLPkGiFiq1PlyvyTbmrU4FXqImXlsoSOHdlQpFW4ZlRsFJadW4a2pdoim4s5sQxWZPVq1sj7mr5wdnVwRRfPLvC74KebDgRaVjvMC+Buot/vAaiezH4dhBB1AVwFMIKI7iazD4QQAwAMAICcOXMiICBAWWnfIjQ0VNk5iOAxZgyynziB82PG4LmTE6rYVcGm0E2Ysn4KqmdN7k9jHnajRqHyl1/CplUrnJwzB5FZsmHv3hxYtqwgbt92RYYMMfj00yeoXv0FKlR4CWfnpNaU0NBQuLm5ITLSBmfPZsKePTmwalU2LFxohzp1nqJ375soXDhcMXn1xtvXPjg6GJuubEKHvB3w34H/tBMsHhEbixpz5uB1jRo4HxTEMRnpJKMhIzLYZcCEHRPgdO9NOfb03vfjxpVBpkwZkSXLYQQEWOaTcSpVCjWIcNPHB7dTqLdlbYznX6SIHeztP8Ho0Q/w1Vfp//sqyeTzk5HZPjOc7jsh4EGA1eZJ77WvMHUqHPLnx7HoaM5GTwd1s9TFmgtr0DlDZ7jZmW6FS42rV91w7lwVDB9+FQEBD9J1bGhoKAL27UP+evVQdN48HF22DBH58ysil6XUr18Cq1fnhLf3Ybi5KbSgf4uUrn3A0wA8j3iOKrZVrP7OTS+Vpk6FbaFCOB4Wlq77rwJVwLyYeRizbgxa5m6p/Ls+vRCRJj8AvAD8nej3HgBmvLVPVgCO8f//AsAeU8auXLkyWZu9e/cqO6CPDxFANHFiwkdRsVGUdWJW8vbzVnYuIqJz54hcXWmPx2CqVDGOAKKyZYkWLyYKD0/90OTO/eVLPgV3dyJbW6KffiKKjlZebD3w9vlPPTyV4AM6//i8NgK9zfr1fC9t2mTRMEO3DSWHsQ4UHBGc8Fl67vv79/le+P57i8RISqNGRIULE8XFKTio6SQ+/86diTJnJoqI0EQUIiJ6EvqE7MbY0bc7vrX6XOl65l29yvfg+PFmzXX03lGCD2jeiXlmHZ8cQ4YQOToSvXiR/mMTzv3+fSIbG6KRIxWTy1JOnOA/9Zw51psjpWvf3Lc55fsjH8XGxVpvcnM4f57/KH/8ke5DDQYDecz0oNoLaxORFd71KQDgBCWjz2jp7rwPIPFSJF/8ZwkQ0XMiMkY8/Q3AHCO1/tmwAfDx4WrciZoaOtg6oFvZbth4ZSNeRLxQdMrgfGXRt1ogGl6cgRdBL7BsGbs1e/bkwuDpJWNGjlG7eZOLOo8dy96By5cVFVuXLD27FJVzV0aZHGW0FoVZuJCb/DVrZtEw3ct1R3RcNNZeNK+X7IIF3M3JhMQq0+nTh2+yffsUHNQ8+vblzFUtOwatCFyBWEOs/hIGFi9mv7CZFs+qearCI7sHFp9drIg4UVEc89+uXar1dNMmTx4OSVm6VPNWZUYqVQI8PIBlKreefBr2FDuCdqBb2W76KDmUmKVLubpBGl1WkkMIgR7leuDgnYO4/uK6FYRLH1oqaccBFBdCFBZCOADoDCBJNLsQInHDjtYALqkonzrcucMxG1WqAPPmvZOm3qtCL0THRWPV+VWKTbljB3+pl+wvjB+r7sal1/nQPfuO5FrqpZusWfn5vH49cPcud63aaVlYk645/+Q8Tj86jc/La+N+e4cnT4Dt27m6drqqxr5LlTxVUCJrCSwPXJ7uY+PiOE6mSROgWDGLxEhKu3a8Ili4UMFBzaNhQy5ZqGUuw+Kzi1ElTxV45khneR5rEhcHLFnCi4Q8ecwaQgiBXuV74b+7/+HKsysWi7RpE+dkmRmimZTevbmTx65dCgxmOULw1/3QIY7/VAu/C36Iozh0K6uzhAGDgbtDNG0K5DAvkaZb2W4QEFh+Lv3PPqXRTEkjolgAQwDsACtffkR0QQgxRgjROn63oUKIC0KIswCGAuiljbRWIi6OzU6xsXxTOTq+s0vF3BVRLmc5LDm7xOLpYmOBkSN5IZgtGxd1HL+/Fpw8irKF4oVy1rq2bbnuY8GC/KzWQR1Sq7Ds7DLYClt09uystSjMypV8oXv0sHgoIQS6le2GgFsBuPsq2VDQFPnnH1bSzcqiSw1nZ66fsGaN5qUQbGzYmrZ7t7ovRyNnH53FmUdn0LO8zqxo+/axEmNh3GD3ct1hI2zgG+hrsUiLFgH58nFmrsW0asWZVYsXKzCYMnTrxsrachV1iuWBy1E2R1mUzZl6kVjVOXCAHz5mWNGM5M+YHw0LN8Syc8s0r5mmaZ00ItpGRCWIqCgR/Rr/2c9EtCn+/yOJqAwRlSeiBkT0YTnPfv2Vb6hZs1I1N3Qv2x3H7h+zyPT65Amv/CdM4Ezyo0fZTA4nJ7aTP3nCDeEUpEAB7i3XpAkXjf/jD0WH15w4Qxx8A33RrHgz/ZQ+WLqUU9fKKON6Na6SV55PX9/CBQt4Edu6ddr7ppvPP+caMeuUbV1lDr16sbKmhWFv+bnlsLOx088CwYivL6cctmpl0TC53XOjYeGGWBG4wqIX5YMH7D3o2dOycpMJODpyWuWmTVxmRAfkzw/Ur8+PcjV0iusvruPIvSPoXi75huWasnw5Vyu28OHzefnPcT34Oi6EXFBIMPPQUWnqj4xTp4AxY1jbT8Pq0cmzE4D0vyiNnDvHPeqOH+cv8fz5b5WNqVSJA8pWrlS8WGiGDMDmzVzx45tv9NNrTgn23tqL+6/vo0c5y61WinD+PN9XPZWzrBTNUhQ18tVIl9n/6VO+5j16cOtNxaleHShaVF2zQQrky8delaVL2cuiFnGGOKw8vxKfFftMX6UPIiPZytm+vXnBrW/R1bMrrgdfx/EHx80ew9eXr42CXwu25oaHc1cPndCjBydyq9H9b0XgCggIdPE0rUixakRF8f3Xrh0rahbQvnR7uNi74N/H/yoknHlIJU0LYmLYvZg9O/DXX2nuXiBjAdQpUMesFeW2bVzfLCaGjXbdU1r4/PADt50aNoxrGymInR0/KNu25arzH4rrc9m5ZcjomBGtSlhmMVAMY7BsZ2UtK93Ldkfgk0Cce2xaUTBfX/a4KhL/kxxC8OJmzx42k2hMjx7sXVEzl2H/7f24//o+upfVmSVj61Z2Q1vgakpMu9Lt4GDrgJWB5i1QAb4fq1fnAsSKUasWm69WrFBwUMvo0OGNY8SaEBGWBy5H3YJ1kT+jPsqQJLBtG7eVSPFFZzpuDm7oULoD9j7di8jYSMtlMxOppGnBpEnc4Xf2bJNTjbqW7YpLzy6Z/KIE+OHUpg1QogTHn1VJra2avT3Lc+cOu2EVxt6eaws2a8aFQP/VdnFiMRExEVh3aR28PLzgbG+5xcBiYmPZstS8OSv/CtKxTEfY2djB91zasUFEHP9TtapiHtfk6daNJ1tp/stbKdq0Ye+emtl1y88th5uDG1qV1MkCwYivL5AzJ9CggSLDZXLKhBbFW2DVhVVmdb+4cIEftQrpjG+wsWFr2o4d+uhwDvZatG3Lba+s2eL25MOTuPr8qj5dnb6+HGehSPAhMKLGCHxf8nvYCu2yV6WSpjaXLgGjR7P/r21bkw/z8vCCnY0dVgSatnKbMYMXE7VqcR2/vKa0k6xdm30CkydbpXaGgwPg58cGO29v4OJFxadQjW3XtiE0OlQ/5v7du4GHDxX26TDZXbOjadGmWHF+RZr9FE+fZve61axoRkqUYE3Q1/KgcktxceHWgGvWsAfM2kTGRmLNpTUJ7hjdEBzMlrTOnS3OLE5M17Jd8Sj0EQJuBaT7WF9fjkPr1Ekxcd7QtSsnf+moiWuPHpz/tW2b9ebwPecLB1sHeHmY1g9TNV6+5DgLBe+/irkrok62OrC3tUbchmlIJU1NiNiM5OpqkpszMdlcsuHTop9i1YVVqb4oiTjU7auvOG7yn3/S10gYv//O8n31lVUiUN3c+Hvk4sItpZ49U3wKVVh1YRVyuuZE/UL1tRaFWbqUrbItWlhl+O7luuNeyD2ce5W6JXfRIo6rVtjjmjzdurFWqANtv0cP4PVrdUKUtl7dipCoEP25OteuZROOwmarFsVbwN3B3eQFqhGDgb2RTZqYXYkhdcqWZXOxDhYKRj79lM/VWlbdWEMsVp5fiRbFWyCTUybrTGIuVrr/tEYqaWqyejUHrowfzy6BdNLVsyvuvLqD/+4m33rIYACGD+ccgJ49+Z51ckp215TJkYMtfbt2sSnfCuTPzy+z+/dZTjUDrpUgPDYcW65ugbeHtz6KOIaEcGG6zp2TLeOiBK1Ltoabgxt2Pk656J1iBUNNpXNnNpPo4CVZrx7f12q4PH0DfZHLLRcaFm5o/cnSw4oVHPiValxF+nG2d0a70u2w9tJaRMVGpX1APP/9B9y+bcV3thBsTTt0CLh1y0qTpA87OxZpyxY2bCrNnpt78DjssX5dncWKsYX9A0IqaWrx+jWnN1aqxDUwzKBNqTZwtnNOdkVpMPCw06cDI0ZwSQCzLb4DB3L23PffW62qdrVqXJJj2zZgyhSrTGE1Dj0/hMjYSP2UPlizhhsJW8HVacTF3gXtS7fHvqf7UgyiVbRgqCnkzAk0bvwmfU9DbGw4vODff4HHj603z+uo19h2bRs6enTUxwLByP37HFdhLNilMF09u+JV1CtsD9pu8jG+vmyxT0dUSfrpEh/usEq5YuOW0qMHG5T8/JQf2zfQFxkdM6J58ebKD24J9+5Z9f7TEqmkqcXYsZyJNnOm2cV63Bzc0Lpka/hf9EdMXEzC50YFbdEitqJNmQLLugc4OLC1LzDQqqaBQYM4lmfkSODwYatNozh7n+xF/gz5UTN/Ta1FYZYs4RitatWsOk33st0RFheGrVe3Jrtd0YKhJgvVnc0l/2nf2L5HD17TWDOXYcvVLYiKi4J3GW/rTWIOK1dyeETXrlYZvlGRRsjukt1kl6dRSWnThkMsrEbhwpw+r6Msz4oVrdMmKjwmPCFZyskuvS4aK2O8/z4wVycglTR1uHoVmDqVy27UqGHRUF08u+BZ+DPsusEtSd5W0Hx8FFpIeHlx3vr//Z/VoqGF4HIcBQrwgvT1a6tMoygvIl7gePBxdCrTCTZCB1+fmzeB/fu5wKuVV5ANCzdEFocsybaJun9f4YKhptK2LZtLdFAzrXRpriO8dKn15vC/6I887nnwSf5PrDeJOfj6sptJ0ToXb7CzsUPHMh2x+epmhESl3Wni33/ZqqvKO7trV17QBgaqMFnaWKtN1KYrmxAaHapfV2e1ala7/7REB2+Zj4Aff+TgsN9+s3ioz4p9hkxOmTjTLhkFTTGE4FIh9++z9c9KZMrEK747d9i7qnfWX1qPWIrVj6vTqJwoUBcoLWxtbNEwe0Nsu7YNryJfJdm2bBkvGHr1sroYSXFzY0XNz8+6dQdM5PPPOZfhghWKlL+Oeo3tQdvRoXQHfSwQjFy8CJw5Y3WNqGvZroiMjcTGy2lnZ/j6cuu7Tz+1qkhMx468MtGRNc14KZQUaUXgCuR1z4u6BesqN6gSnD9vpTor+kBH3/QPlP37Oah75EizkgXextHOEV6lvbD+4kb06hNrHQXNSJ06/JT7/Xertj+pVQv4+mtgzhz9N2NfdWEV8jrnRaXclbQWhc37vr4ctV6woCpT1s9eH9Fx0dh0ZVMSMRYt4ttF0WbqptKtG0dJbzc9XslaGHMZrBElsOXqFkTGRsLbQ2euTl9fjq+wSp2LN9TMVxOFMhXCivOpax7GLNuOHa3U8eJtsmfn5+TKlZrHRhrJn58rKq1ercx4obGh2HF9BzqW6aivBQLAf3cV7j+t0Nlf+wPDYOBkgXz5OO1SITqV6YKwNdOwbImd9RQ0I6NHc50MK1rTAA7ZK1mSG1a/epX2/lrwOPQx9tzcg4bZG0LoITj17FngypU3wcsqUDpDaeTPkB/+F/0TPjt8mD36qiUMvE2TJvyi1EGWZ44cwGefsYFT6Zwb/4v+yO2WG7UK1FJ2YEsgYnNN48ZArlxWnUoIgc5lOmPn9Z14EvYkxf02bOA8GlUNK127cmykjoJrO3ViI5MSFWoOPz+M6Lho/S0QiAB/fy6erIARRI+kqaQJIb4SQqiRUP/hsWoVcOIEuzldlCk6aTAAK36tD5zpg5LtV1lXQQM4hq5ZM7amWTFozNmZ49/v3wdGjbLaNBax5uIaGMiABjmUqaZuMatWsdmmQwfVprQRNvD28MaO6zvwMvIlAL5uLi5coFgT7O35jbRpky40/B493iQ7KkVodKg+XZ3HjnH5CZUWCl3LdkUcxcH/gn+K+/j6cjx/TTXzetq25YeYDhYKRry82MCkhDUt4GkA8mXIh+r5qls+mJKcOwdcu6bhw8f6mPJtzwnguBDCTwjxmdCFCeE9IDqag+4rVlRsSWcwAAMGAIsW2aBa139ws0Ivk4JoLcbHh6Nw01mAN71Urw4MHgzMmsW6rd5YdWEVPHN4orBrYa1F4RXkqlVsRcqmboNt7zLeCS7PqCgOB2vf3spZdGnRtSsXatu8WUMhmNatuYC0ki7PBFen3rI6/fxYSbZqnYs3lM1ZFqWzlcaaS8lX+X/8mEMmunZVuRKDmxvQqhUXp7RS2aL0kisXR0KsXm1ZXfKQqBAcf3EcXqW99LVAANiKZmPDxRk/UNL8ixPR/wEoDmABgF4ArgkhfhNCFLWybO838+dz5t348RbWw2Di4tgVuGAB8NNPwJTf3BFtiMKWq1sUEDYNqlXjSvaTJ1s1Ng1gt2fOnFyqTSfPOgDA3Vd3cfDOQXQuo5OEgaNH2b2ioqvTSPW81VEgYwH4XfBTsp+xhUJV50AcaxSHSifOzmzFWLeO3W5K4H/RH7nccqFWfp25Otes4XisTJlUm9bbwxv7b+/H49B3C9L5+fFiVpMYcm9v4MkTjkPWCZ06cUTEOdNbPr/DlqtbEEMx+msDZXR11q9vpZYS+sAk7YGICMCj+J9YAJkBrBFC/G5F2d5fQkNZ26hXT5H0org4jvdZvJiNWmPGAJ8UqIk87nmSxAZZlVGjODh7/nyrTpMxIzBtGnDyJPd71wt+F/jl38lTJ8Gpq1Zxd4E2bVSfWggBbw9v/Hv9XyxaEo2cOVWujZYcNjb8ktyxg7VGjTGWlFEilyE0OhTbrm1Dh9Id9FXA9tgxTstW2dXk5eEFAxmw/vL6d7atXg2UK8flUFSneXP2+/ur9Ew2gQ4dOCLCEpen/0V/ZHPIpp+6kEYCAzkY9gN2dQKmxaQNE0KcBPA7gEMAyhLRlwAqA1AvGOZ94s8/2e4+frzFNvfYWE7rX7aMlbNffuHPbYQNOpTugO3XtuN1lAoFxmrWZKVzyhQIK5c66NiRddtRo3hhqgdWXViFKnmqoFgWLdIX3yIujk0GzZuzVqsB3h7eiAlzxfZttujSRdF+2ubTsSOHGWzalPa+VqZ+fc5lUCIeaOvVrfrM6vT3Z1enygsFzxyeKJm15DsL1Hv3uDZYx46qivMGFxf2OKxbpxs3QLZsvIBatco8l+frqNfYfm076mavK12dGmHKXz0LgPZE1JSI/IkoBgCIyACgpVWlex958YLri7VubXHkakwMm+1XrODcg59+Srrdy8MLUXFR2Hot+QrwijNyJHD/PnLu2mXVaYRgPTc8HPj5Z6tOZRI3g2/ixIMT6Oih1dP/LQ4cAB4+VKmLefJUy1sNWW4NQGyMrfauTiPVqnFlZB24PO3seIG/ebPlEQL+F/2R0zUnaheorYxwSmB0NTVpoqqrE2BLrpeHFwJuBeBp2NOEz40GLE0rMXh78wL9wAENhUhKp04ceWNOnO/Wa1sRFReFetnqKS+YJRjvv7p1P9isTiOmxKT9QkS3U9h2SXmR3nOmTuUMs7FjLRomJoZdJn5+nFg5cuS7+9TKXwu53HJhzcXkg2gV59NPgYoVUWDVKquvFEuV4iSC+fMti6dQgrWX1gKAfmIyVq4EXF151a4RQgi4XBoAZLuCwqWt0MnZHIRgM8q//1qnu3Q66dyZY9IsyWUIiw7Tt6tTI7OVt4f3Oy7P1au5NbImtfqMNG/OQYk6cnm2a8cGT3OsusayL54ZPZUXzBIuXOBguw/c1QnIOmnK8uIFm4C8vDgwwkxCQ98kCv3xB/Ddd8nvZ2tji/al2mPbtW0Iiw4zez6TEQIYORIud+9yMSIr8/PPvEgfMcKy7CRLWXNxDSrnrozCmXWQ1RkTw8HarVuzoqYRd+4A984VBcouw6araVeAV42OHflvtFF7mWrVAvLmtaz39tZrWxERG6G/rE6NXJ1GyuUsh2JZiiUsUG/d4lwazVydRoyLJx1leWbODDRt+iapwlQSx0Lq0tUpBKeVf+Do7C//njNtGkcLW+Cje/KE6/Lt3MlWpBEjUt/fu4w3ImIjsO3aNrPnTBft2yMiTx62GFqZLFm4lu6ePdqFGd15dQdH7x/VjxVt1y5eDGjo6gTetJvJW2t/QlKFLqhSBShUSLlS6xZgLIK+fbv5hj2jq7NOgTrKCmcJxqxODVydRozJK3tu7sGz8GcJhivNlTTgjcvz4EGtJUmgUyfg7l3gyBHTj9l2bRsiYyP18+xLjNHVaeUCynpAKmlKkdiKVrasWUPcuMGr7wsX2FDVr1/ax9QpUAc5XHOkWDdIcWxtca9dO47QPX7c6tMNHMiuz5EjOYlCbdZeZFdnh9I6yZFZtYpfjE2baiYCESey1KoFdK1bAztv7MSLiBeayZMEo8tz1y7g+XOtpUHnzmzYM8fwHBYdhq1Xt6J96fb6cnUeP87lXzR2NXl7eCOO4rDx8kasXs393QvrwNiNFi3Y5amD2EgjrVtzMnh61i66jIUE+AV56ZLm959aSCVNKaZNA0JCzLainT4NfPIJ63q7d7O70xSMLs8tV7cgPCbcrLnTy6NmzQB3d1ZKrYydHfDrr/ydXLLE6tO9w5pLa1A+Z3kUz1pc/cnfJjKS+8C2b89PXI04e5ZbzXTvDnQs0xGxhlhsuLxBM3neoWNH1uhVcMmnRZUqQJEi5rk8t13bxq5OvWV1GgvYauTqNFIhVwUUyVwES/YexMmTOmrd6OrKsWk6cnlmyMAi+fubJpJxgaC7WEjgjatTxU4rWiKVNCUIDmaFpUMHs6xo//zD1S0cHdlCnt6kUC8PL4THhOOfoH/SPbc5xLm6cmXd1auBBw+sPl+7dlyr9JdflCsOagr3Q+7jv7v/6ecluX07u9M1dnX6+vI72tsbHKuXqbB69fpMoVIl1ox0YMkQgi/X7t3pLyfjf9EfOVxzoG7ButYRzhwSuzoza9st0OjyPPRPHgA6M6zo1OX58KFpiafbg7YjIjZCv67OOnU+ClcnIJU0ZTDTikYETJjAK5wiRYD//jOvCGO9QvWQzSWbui/Kr77iJZmVG68D/KKbOJH7IVq5M1US1l1aB0BHWZ2rVnHxrQba9Q6Ni+N4tGbNgKxZ37wod93Yhefh2rsXAbxxee7eDTx7prU06NyZ/25r15p+THhMOLZe06ElQyeuTiNeHl4wBHqjaLknKFBAa2kS0aIF4OSkqyzPli25lJspLk9dLhAANuFfvKib+08NpJJmKcHBrKR16JCujM6XL/k9MnIkr3D++48zwczBzsYO7Uq1w5arWxARo5KpqUgR7tc3dy4XNLMy9eqxMjt+vHoF5ddcWsOFM7OVVGfC1AgN5VoO3t6aVo49cyYTHjxI2gbKu4w3Yg2x2HRF+yKyCXTqxJrR+ner0quNpyfg4ZE+l+e2a9sQHhOuHyuuEY2zOt/GLaQy8LgCHMprf52T4OamO5enMfE0rVq74THh2HJ1C9qX0lksJPDRuToBqaRZzp9/ptuKdugQUKECvz8mTWLLhIuLZWJ4e3gjNDoUO67vsGyg9DB8OAdn+/qqMt24caygTZ9u/bkehT7CgdsH4FVaJ1a0zZvZ16uxq3PXrpzIkIFX5UYq566MQpkK6cvlWb48ULy4rlyeBw5wVXxT0KUlw1hAtHFjzV2dRvz9BSAMuJZzPF5GvtRanKR4ewOPHvEDXyd07Jh2e9F/gv5BeEy4fjwIifH3B2rXBnLn1loS1ZBKmiW8fMlWtPbtTbKiRUQA//sfZw7b2HC4wrffWtw5CgBQv1B9ZHHOol5hW4DjAipW5L+BCoXMKlbkBfzUqda3pq2/tB4E0s+DauVKNrXW0q7Bdng4sH9/dnh5cfKaESEEvEp7YdeNXQiO0L6ILIA3Ls89e4CnT9Pe38p06vRGx0kLvVoy3C9fZlenLupcMKtXAxWqhSLW7ba+LLkAr2R05vI0thdNbe3if9Ef2VyyoV4hnXUZuHSJMzs/IlcnIJU0y5g2jbsLmGBF27mTcwrGj+denGfOADVqKCeKva092pZsi01XNiEyNlK5gVNDCLamXbzIJQ9U4Jdf1LGmrbm0BqWylYJHdg/rTmQKwcGcXdKpE2v3GrF5MxAebpdsGygvDy/EGGL09aLs2JGrd65bp7UkKFGC8xlMcXluv7adXZ06K2Cbfd8+Xbk6L1zgn77d3VEgYwF9WXIBdnk2a8Yuz/RUkbUiLi5vCqUnV9IoIiYCm69sRvtS7WFno4eGvIn4CF2dgFTSzMYuNPSNFa18+RT3O3UK+Owz7qhkY8OxzIsWcUq00niX8cbr6NfYeX2n8oOnRKdO3DtNheK2AFvT2ra1rjXtadhTBNwKgFdpLwglzJyWsn49F9vSQVZn9uyRqJfMArta3mrInyG/evX6TKFsWaBkSV24PAG+fMeOcT3E1PC/6I/sLtl15+rMERCgK1ennx+/s7282JL77/V/8SryldZiJcXbm1MqdeTy9PZm4/K+fe9u23F9B8JiwvTjQUjMmjXsSciTR2tJVEVTJU0I8ZkQ4ooQIkgI8WMy2x2FEKvjtx8VQhTSQMxkybt2bYpWNIOBDR+tWgGVK3NC1KRJ3IOyYUPrydSwcENkcsqk7orS0REYNIjLQ1y+rMqUP/9sXWvahssbYCCDfh5Uq1YBRYty0S2NePaML3HDhk+SNeYZm17r6kVpdHkGBHA5BI0xeglTy66LiIlgV2dpnVkyTpyA0+PHunE1EbGSVr8+V2Lw8vBCdFw0Nl+1oFGqNWjZkp+ROnJ5NmvGSQTJieR/0R9ZnbOiQWHtMsiT5coVIDBQN/efmmimpAkhbAHMBNAMgAeALkKIt31LfQEEE1ExAFMBTFRXyhR4+RL5/f25gFe8FS02lmPMvv+e45WbNWPlzMeHV87ffsvhCdbEwdYBbUuxyzMqNsq6kyVm4EDAwQGYMUOV6axtTVtzaQ2KZSmGcjnN77+qGE+esPm1c2dlghfNxM+P7/EmTVJWdrw9vPX3otSRy7NgQS5YnZrLc3vQdoTFhOkyq9NgZ8dfPB0QGMhrQqPiWz1fdeTLkE/dmFxTcHd/b1yekbGR2HxlM9qVaqevBQLwRqP8yFydgLaWtGoAgojoBhFFA1gF4O1ghzYAjHXm1wBoJHTgf1rRdzcmhX2FHzLORu/e3I7E3Z3j6KdNY6PHihXchPqXX4CMGdWTzau0F15FvcLum7vVmzRHDn5aLl3KpSJUwGhNU7rpwfPw59h9Y7d+XJ1r1vDDXWNX5/Ll7D0sWjQsxX2q56uOvO559fWiLFOGiw/qyOV57hyHcSaHLoO2481WwZUr68rVaWPz5p1tI2zQoXQH/BP0D0KiQrQV7m28vbno93//aS1JAh07snU8IODNZ/9e/xevo1/rLhYSACtptWqZX6fqPUZLdTkvgLuJfr8HoHpK+xBRrBDiFYCsAN6pUCmEGABgAADkzJkTAYnvPiUxGPD7lpI4iw6w9zUgQ4YoFCwYjlatQuHhEYKqVV/A1ZWL0GjxnbQ32MPV1hV/7f4LLvctrOuRAqGhoe/8fTNUr45Ky5fjyi+/4KGpPa0spHbtMpg0KTMqVz4CNzdlGntue7gNcRSHQhGFUryHkjt/a1Fh7lzYFyqE428/UVXk/n0nHD5cAwMGXE/z3GtkqIFNVzdh666tcLVzVU/IVChUrRoKLl2Kw+vWITpLFovGsvTa583rABubmpg48TZ6976VZFtUXBQ2XNyAxjkb4+B+/VSqd798GZVv38bdtm0RqNE9mBgiYMmSaqhYMRIXLpxL+LxoVFFExUVh0sZJaJSjkaJzWnLdbTNlQi17ezyYOhVBWjQgTgYXFxs4O3+CadOewM7uKgBgxqUZyGCXATa3bRBwNyDJ/mo+897G+e5dVD93DtcGD8Z9DWTQ8twBAESkyQ8ALwB/J/q9B4AZb+1zHkC+RL9fB5AtrbErV65M1uTF/XDas2KdVeewhB7relCmCZkoKjbKKuPv3bv33Q8NBqJy5YgqVOD/q8Dp00QAkY+PcmM2W96MCk0rRIZUziHZ87cGd+/yCY4dq858KTB6NJEQRHfupH3uB24fIPiAVpxboY5wpnD+PP8dZ8yweCglrn3DhkQlSrz7NVl3cR3BB7Tz+k6L51CU774jsrOjAxs3ai0JERGdOsWXc968pJ/HGeIoz5Q81G5VO8XntPi6t2lDlCcPUVycEuIoQpcuRFmzEkVHE0XGRFKG8Rmoz4Y+ye6r2jMvOcaN4wt+964m06t17gBOUDL6jJbuzvsA8if6PV/8Z8nuI4SwA5ARgOa9ZzLncYbIrQ+zf3J4e3jjZeRL7Lm5R71JhQC+/JJrixw9qsqUFSpwWODUqZzDYSnBEcHYdWOXflydRhedhp2jiTirs359IH/+NHfHJ/k/QW633Poqh1CmDP+Y0g9HBTp3Bq5e5a9KYoyuzvqF6mshVvIYi7s1aYJYa6Skm4GfH2Bry4n1iTG6PLcHbUdotDphFyZjdHkePqy1JAl07Mi1yAMCgJ03diIkKkS/rs5PPgHy5dNaEk3QUkk7DqC4EKKwEMIBQGcAbxdZ2gSgZ/z/vQDsidc4JanQpGgTuDu4qx8b1K0b1waaPVu1KX/6iRW0WbMsH2vz1c2IMcToJ6tz5UpODy5eXDMRTpxghaJbN9P21+2LsmNHzux58EBrSdC+PXf2WrnyzWcRMRHYfFWHQdsnTwK3bukmq46Ide3Gjbl37Nt4e3gjMjYSW69uVV+41GjVSndZnp99xo9rPz9eIGRyyoSGha1YfsAcrl0Dzp7Vzf2nBZopaUQUC2AIgB0ALgHwI6ILQogxQojW8bstAJBVCBEE4GsA75TpkLyLk50TWpdsjfWX1yMmLka9id3dgR49+Cn6XB2DZ8WKQNOmnLARYWHb0jUX1yB/hvyolreaIrJZRFAQa0g6SBhwdExfUpV3GR2+KL29+Q2fni7nViJrVq6buHr1m0YdO67vQGh0qP6yOv38WKPUSQHbkyeBmzdTNi5/kv8T5HLLpa96fQAXxmza9E0ikA5wcuLLum4dYcOFrWhbqi0cbB20FispH3FWpxFN66QR0TYiKkFERYno1/jPfiaiTfH/jyQibyIqRkTViCiNMpASI14eXngR8QIBtwLUnfjLL4GoKGDxYtWmHDmSK1UsWmT+GCFRIdhxfQe8PHTi6jS65jR0dcbEsLWnVSsgUybTj6uVvxZyuubU14uydGlOT9VRluedO8CRI/y7LutTJe7VaWHChVL4+XHTg5Qqgdja2KJD6Q7YenUrwqJTzkTWBG9v4P79NxddB3h7Ay9eCIRcrqy/BQLA91+NGqbFWnygyI4DHyhNizaFm4Ob+rFBZctyqvScOaqtGOvWBWrW5ILB5iZPbbm6BdFx0fpxda5axX9HDR9Ou3ZxZfLk2kClhm5flEaX5/23Q1/Vp00btlCuWqXj+lQ6dHX6+QFNmqReCcTLwwsRsRHYHrRdPeFMoVUrriepI5dn06aAvXME7C93Q+MijbUWJylBQRy4qZP7TyukkvaB4mzvjJYlWmL95fWINaic9v3ll/wF261OrTYhgB9/5PeJKb0Rk8P/oj/yuOdBjXwKNlQ1l/Pn+adLF03FWL6cDSjNmqX/WF2+KI0P+zXaW/gyZOBm135+wLYrO/RZn8rfn12dOilge+wY93dPy7hcp0Ad5HDNoa/kFYALZurM5WljHw1RahPE5fYQBp26Or10snDWCKmkfcB4e3jjWfgz7LuVTJM2a+LlBWTLpmoCQcuWnMA3YUL6n3+vo15j+7Xt8CrtBRuhg6/EypWcvqbhCvL1a24Z2rEjL/7TS92CdZHdJbu+XpQlS3KHEB25PB89AmavPY8szlnQoJB0dabG6tV8L6YVHmdrY4v2pdpj69WtCI8JV0c4U+nYEbh3T7UM+LTYfWM3okstR3Som1pratPx9weqVwcKFNBaEk3RwRtJYi2aFWsGV3tX9bM8HR2BPn2ATZtUcy3Z2LA17cIFYGs649U3X92MqLgofVgyiFhJa9SIOzloxNq1nIjx+efmHW9rY4v2pXX4ouzYkatM372b9r5WpkULwNWVsG9rLrQr1Q72tvZai/QGY4S+TlxNBgO/sz/7zLQOLl4eXgiLCcM/Qf9YX7j0oDOXp99FP7h7HEGGDKSXtQsTFAScPq1pTK5ekEraB4yzvTNalGiBdZfXIc4Qp+7kAwYAcXHA/PmqTdm5M1CoEDB+/JusOVMwujo/yf+J1WQzmaNH+eWosatz6VKgWDGO2TUXbw9vhMWEYUfQDuUEsxQduTxdXYHK9e8jJrAN2hXvqLU4STFmderE1XnkCBugOpr4Z6pXqB6yuWTTlyUX0JXLMzouGhsub0A7z+Zo00ZgwwYgOlpTkd4gXZ0JSCXtA8fbwxtPwp7gwJ0D6k5ctCg/jObP5zRBFbCz40b2hw8D+/ebdowuXZ2OjlylVyNu3wb27mUrmiWJrrp8URYvznVbdGI2EGX9gIhsoBs6qk9ljND/9FNduTodHYHWrdPeFwDsbOzQrlQ7bLm6BRExFtbmURpvb7bkHjumqRi7b+zGy8iX8PbwRseOQHCwamHEaePnx9lgH3FWpxEdvJUk1qRZsWZwtnOG/wUNXpRffsnFQ7dsUW3KPn3YSzh+vGn768rVGRfHD6cWLUzz6VgJX1/+N71ZnW9jfFFuvroZkbGRlgumFB07smnmzh1NxYiMjcRJl9/g4BKONf46yuo8etS0CH2VMLo6mzfnUoym4u3hjdDoUOy4riNLLsCapg5cnn4X/ZDBMQOaFGmCJk34kaOLtYuxHYepZtMPHKmkfeC4Orhq5/Js0YJbeaiYQODsDAwfDuzYwSENaaErV2dAAEeSa+jqJAKWLQPq1AEKF7Z8PC8PL35RSpfnO/x7/V+EGp6jXrMXWL8eiNSLHmtqhL5KHDwIPHyY/nd2/UL1kcU5i/oxuWmRMSNbKdesSV9choIYXZ1tS7WFo50jHB35cq9frwOXp3R1JkEqaR8B3h7eeBT6CIfuHlJ3Yjs7jk3buZPbe6jEoEG84v7999T306Wr092dlVuNOHECuHzZ/ISBt2lQqAG/KPVU2LZoUaBSJc3NBv4X/ZHZKTOG9cmFkBDgHz3EuKc3Ql8F/Px48dWyZfqOs7e1R7tS7bDpyiZ9WXIBXijcuaOZyzOxq9NIx47cYm/nTk1EeoOfH9eI/Eh7db6NDt5MEmvTvHhzONk5abOi7NePlbW5c1WbMmNGYOBA/q5fv57yfluubtGPqzMqilMq27blN5JGLF3KsT9KJfXZ29qjbcm22HRlE6Jio5QZVAk6dmS33q1bmkwfFRuFTVc2oW2ptvi0iR2yZTO/xp+i/PcfZ2TrxNUZF8cGpxYtuM9kevHy8MLr6NfYeV1rzeMtWrfm1gkauTwTuzqNGF2emnphL18Gzp2Trs5ESCXtI8DNwQ3NizfH2ktrYSCVM4py52bFY9Eiy5trpoPhw1k3nDIl5X38Lvrpx9W5Ywfw8qWmrs7oaDbmtW2rrBHFu4w3QqJCsPOGjl6UGrs8/73+L0KiQuDt4Q17e/bsbN4MhGndoGH1am7q2KqVxoIw+/cDjx+brzM2KtwImZ0y6yt5BeA+axq5PI2uzjYl28DRzjHhcwcHzlfasIHXjJrg78/ZSh9xr863kUraR4JXaS88eP0Ah+8eVn/yL78EXrxQdYmWJw/3el+0iPt6vo3R1dmhdAf9uDqzZuXioRqxfTvw/Llyrk4jDQs3RCanTPp6URYpAlSp8qZHqsoYXZ2NijQCwOVjwsO5tKBmGM1W6Y3QtyJ+flyqpHlz8463t7VHm1Jt9GfJBXihcPs2cPy4qtPuurELLyNfomOZd61V3t4auzz9/IDatYG8eTUSQH/o4O0kUYOWJVrC0dYRfhc0iMNp0ICrvauYQAAA333HK8Lp09/dZnR1JvegUp2wMH47e3uzC0Qjli7lzNhPP1V2XAdbB7Qt1RYbL29EdJzWUcmJ6NyZg/BUjJcEkro6HWy5nUPt2rywWLlSVVGSsn8/J67oxNUZG8sRAK1aAS4u5o/j7eGNV1Gv8O/1f5UTTgnatOHvu8oLBf+L/u+4Oo00bsxGPk3CNS9e5HZ40tWZBKmkfSS4O7qjRYkW8Lvop36WpxAcJHbkCKdWq0TJkmy+nzmT2xwlRldZnZs2sRlFQ1fnixdcKaVrV3YTK41XaS+8inqFXTd2KT+4uXTqxPemyprRP0H/4FXUqyQLBFtb/ttv3w48e6aqOG9YvZq1IQ0TVxKzezfw9Knl7+zGRRoji3MWrLqgh6C/RGTKxI1xV69WrbBtSq5OI0aX58aNGrg8dejq1Cj5NglSSfuI6OLZBY9CH2HfbZV7eQLsQ3NyAubMUXXaH37gUK/EjQ9eR73Gtmvb9OPqXLGCM5lq19ZMBD8/jklT2tVppHGRxsjomFFf5RDy5QPq1eO/v4pP45XnVyKbSzY0Ktwoyefdu7P1SBMrRmKzlaurBgK8i68v6zHmujqNONg6oEPpDth4eaO+WpQBvDC7fx84oE6x8dRcnUY6dgRCQoB/1TY8+vlx7Z/cuVWeOGVmzgRGjCiP0FDtZNDBG0qiFi2Kt4CbgxtWBmrgU8mShd1Ly5fzE0AlqlUD6tcH/vjjTf0fXbk6nz3jpIFOnbgBqUYsWQJ4egIVKlhnfEc7R7Qu2RobLm9ATJw6HShMoksX4MoV1Sy8odGh2HRlEycMvNWrs1w5vgbLl6siSlL27uV7USeuzrAwrtnl7c3ZxpbSxbMLwmLCsOWqeoW1TcLoy1XJmpuaq9NIo0ZA5swqe2EvXGB3p85cncuWAaGhdmZlFiuFVNI+IpztndG2VFusvbRWm9igL7/kp6+xpL1K/PADL1aN0+oqq3PVKm6bZS0TlglcuMCe6F69LGsDlRbeHt4IjgzWV5Znhw4cF7RihSrTbbqyCRGxEeji+a5rWwi2ph0+nHrpGKuwejXXuPjsM5UnTp5Nm4DQUKBbN2XGq1uwLnK75cbK81oG/SWDqyunU/v7W72KbFquTiPGbOMNG1TMNtahq/PaNS5j16hRMplnKiKVtI+MLp5dEBwZrE0F+KpVuW/i7NmqupeaNgXKl+fits/DgrHt2jZ0KtNJH67OJUvYfFWunGYiLFjAD2Zr64lNizVFZqfMWBGojkJkElmzsmKycqUqcUErz69Evgz5UKtArWS3d+3K/6q6jomOBtat40B2DWv0JcbXl9s21qmjzHi2NrboVKYTtl3bhpeRL5UZVCm6dOGgUCunVG6/th0vI1+is2fnNPft1o0VtI0brSoSQ8SL1Xr1gFy5VJjQNFasYL1RKmkSVWlSpAmyOmfVJohWCLamBQZy0UwVp/3+e66T+Mvc44iOi0a3sgot0S3h4kXOLuzZUzMRoqI4q7NNGyB7duvO5WDrAG8Pb2y4vAFh0VoXBEtE166qxAW9iHiBHUE7Ul0g5M/P7vnly1Vcx+zaxd21deLqfPqUIwC6dlU2AqCzZ2dEx0Vj/aX1yg2qBJ9+yv5FK7s8fQN9kc0lW6quTiN16vC9qMpi4eRJDjkwrlB0ABErafXqAdmza1u6RSppHxn2tvbw8vDSLoi2SxcgQwbVEwg6dgQKFQKWzc6D4llKoFLuSqrOnyxLl3Jan4ZZnRs3cm20fv3Uma9buW4IiwnDpitaFgR7C2OwvJVdnusurUOMISZZV2diundnV4tq5bOWL2clQenaK2bi58d5DEq5Oo1Uy1sNRTIX0V+Wp4PDG/9iuHWeySFRIdh8dTM6enR8JxYyOWxs+O+/Y0fydSYVxdf3zd9AJ5w8yX3elb4HzUEqaR8hnT07IywmDJuvbFZ/cjc3rjLr56dqrQE7O6DvkGCEBHmiDkZCWDP4yhTi4jgqtVkzIGdOzcT4+2+gQAH1aujWLlAb+TPkh2+gunGJqaJSXNDK8ytRPEvxNBcIXl4cLK9KAsHr16wcdOqkTIS+Avj6AmXL8o+SCCHQuUxn7L6xG0/CtHVhvUOXLuxf3GKdxIb1l9YjMjYS3cqZrnV068aPKatmG8fGsgWxRQteKOgEPemNUkn7CKlToA7yuOfRLoh24EB+GS5apOq0NhWXAC5PcWOLDnp17t4NPHigacLArVscBtOnDxv01MBG2KCLZxfsuL4Dz8K1KgiWDF27sstvh3ViNR++foi9N/eii2eXNBcIGTNya0djTolVWbeO27X16GHliUzjxg1OnOje3Trjd/bsjDiKg/8FHXW/AIC6dbn0hJWsub6BviicqTBq5qtp8jGenhzLa9XFwp493PfLWhfcDOLi+LvXogWXgNEaqaR9hBiDaLcHbdcmiNbTk2uCzZ2rWhFHAPC/tgR5m6xDwL+uCAxUbdrkWbqUnwAa9khctIjj9Xr3VnfermW7ItYQq68XZZMmnERgpZek3wU/EAhdyprm2u7enWOzrN6eZ9kybpFV0/SXtzXx9eV70loRAGVzlkWZ7GX05/K0teUSRdu3c2FHBXkU+gi7b+5G17Jd0+1B6NYNOHoUuH/fSgkly5fzqsTSYngKsmcPN97Qg6sTkEraR0sXzy7aBtF++SXXGVCpYuLFpxdx5tEZDPqS4OrKmZ6aERLCFozOnbnArwbExQELF3Lma4EC6s5dLmc5eGT3wIrzOsrytLfnolwbN8IalStXnl+JCrkqoFS2Uibt/9lnXFrQqlaMe/f4jdS9u3Vrr5gIEStpdety0Lq16OLZBQfvHMSdV3esN4k5dOnyJtNWQVafXw0DGdC1bPoD87t04Vtj164cisoEIGkxPI2eg8nh68th0zppvCGVtI+VKnmqoGjmotq5PDt04Fisv/5SZboVgStgI2zQp1Zb9O/PYRC3b6sy9busWcMuJg1dnf/+y+9otRIGEiOEQLey3XDwzkHcfqnVRUiGrl35uijc5fxG8A0cvX80zYSBxDg4cJjYhg3vtjRTDGOnBZ24moxJftYWp5MnZ7GuPq9uz8w0qVIFKFpU8SxP30BfVMhVAR7ZPdJ9bL58nG28a1dO5bONlS6GpwAREawjd+igH71RKmkfKUIIdPbsjN03d+Nx6GP1BXB05Ni0bdus3uCaiLAicAUaFW6EXG658PXXvDr84w+rTpsyS5cCxYsDNWpoJAAnDGTPrp231aiw6Kq4aK1abMJR2OW56jy71kypT5WY7t35pbHeWsbu5cv5Hixe3EoTpA+1grWLZSmGqnmq6s/lafTzGv1tCnDt+TUcf3DcopJD3bsD9+65KJ9t7OvLWmDdugoPbD5btvCiSEd6o1TSPma6eHaBgQzwv6hRbNAXX7CbaeZMq05z5N4R3Hx5M+FBlT8/G03+/pvLT6jKzZvAvn1sRdPIxfT4MS9ie/bkl6IWFM5cGJ/k/0RfhW1tbPgl+c8/itYdWHl+JWrlr4UCGdPnV65Zk8PFlixRTJQ3nD3L9Qp1kjAQG6tusHYXzy449fAUrjy7Yv3J0kOXLhynq1BK5YrAFRAQ6V4gJIabchiUrZn29Cl/z5Quhmchvr6cv1G/vtaSvEE/fx2J6pTJUQZlc5TVrhxC7twcj7BwoRV9Omzud7JzQrvS7RI++/57Lkk0Y4bVpk2eZcv4Xw1fjkuX8kuxb1/NRAAAdPXsisAngQh8rHUWRyI+/5wD9hSypgU+DsT5J+fNekkKwa269uzhTFxFWbaM69LopIDt7t3qBmt38uSCwsvPadEoNRU8PLgDifE5YQFEBN9AX9QrVA/5MuQze5yMGYFPPnmGVav4uaEIfn78PdOJqx3gpg/btrGerFa2uylIJe0j5/Pyn+PIvSParSiHDmUFzSrmAiAmLgZ+F/zQqkQrZHDMkPB5mTLs6vvrLxX70xGxhtSgAVCwoEqTvivC33+zZ6+UaTHsVsO7jDdsha2+rGllynD7ssWLFRluydklsLOxQ6cy5ilDPXuysqbo18OohDZvzhmtOmDhQk6UaNlSnfnyuOdB4yKNsezcMhhIvQxzk+jZkzuRXLhg0TAnH57EtRfXFOmu0rjxEzx5ws0pFGH5cusUw7OANWu45I2eXJ2ARkqaECKLEGKnEOJa/L/JVrETQsQJIc7E/+ioRPmHQ7ey3WAjbLD07FJtBKheHahWjU1aVijHsevGLjwNf5rsg+qHH9jdOX++4tMmz/79nNGqYRuo3bu5kvYXX2gmQgI5XHPg06KfYsX5Ffp6Ufbsye7AM2csGibWEIvl55ajRfEWyO5qXs8tY6HhRYsU/Hrs3g08fKgbV+eLF5wg0b27uvV0e5bviduvbmP/7f3qTWoKXbuyldNCzdz3nC8cbB3g5WF5kF+1as+RObMiBj5+Bh45oisrGsDr51KluL20ntDKkvYjgN1EVBzA7vjfkyOCiCrE/7RWT7yPh9zuudG0aFNtV5RDh3JalxWKQvkG+iKTUyZ8Vuyzd7bVqsWxBxMncoC21Zk3j30H3toV050xgxMGNBQhCV3LdsWdV3dw8M5BrUV5Q+fOHKxnoTXt3+v/4nHYY/Qsb5lS3qcPZyLv3WvRMG8w1qZSy2yVBitWcOWJPn3UnbdtqbZwd3DXboGaEjlycCeS5cvN9i/GGeKw6sIqtCjeApmcMlkskoMDoVMnTmJ59crCwaxdDM8Mrl4FDh3impE6qEaTBK2UtDYAjMuEJQDaaiSHBOzyvBtyF3tvKvUWSCfe3kCuXMD06YoO+yryFdZdWodOZTrB0S75Jfovv3AsjNWtac+fsz29Rw/AxcXKkyXPrVvA5s1A//76SS9vV6od3BzcsPjMYq1FeUPWrFzy39fXojZRS84uQVbnrGhRwrKCS23bcjC9Ig06wsK4xkDHjrq5CRYtYutF+fLqzuti7wJvD2/4X/RHWLRaMQ8m0rMnWzvN9C/uvLETj0IfKeLqNNKnDy9mV1mSFKtWMbx0sngxx6HpxLicBK2UtJxE9DD+/48ApNS80EkIcUIIcUQI0VYd0T4+2pRsg4yOGbHkrHXiwtLEwcEq5Tj8LvghIjYCfSqmvESvXx+oVw+YMAGIjFRs6ndZtoxf+AMGWHGS1DH2tB84UDMR3sHVwRWdynSC3wU/hEYrX0TWbHr25N6y27aZdXhwRDA2Xt6ILp5d4GBrWQqtkxN7wNauVaAY/fr1rKjp5G109ixw6pT6VjQjn5f/HKHRoVh/WaOi3inRsiUH6Znp8lx4eiGyuWRDq5LK1dipUoWbxSxcaMEghw6x2apXL6XEspi4OP4zN2vGuWx6w85aAwshdgHIlcymUYl/ISISQqRUJq8gEd0XQhQBsEcIEUhE11OYbwCAAQCQM2dOBAQEmC+8CYSGhlp9DjWpnaU2/M/7o7N7Z7jYpW7psca5O5Qtixp2dnjw448I+uorRcacdmoaCroURNjVMARcC0hxvzZtMuHrryvg+++voX37+2mOm+7zJ0LVadMQ6+GB08+fAxrcN9HRNpg9uyZq1XqJ69cv4Hqy36K0sca1r0AVsCBmAcauG4tmuZopOra5CGdn1MiSBa8nTcL5RDUhTD3/TQ82ISouCp5xnor8vcqXd0NkZBX88ss1tGuX9j2a4jhTpsApTx4cjYlJ931ojWs/Y0Yx2NvnQYEC/yEgQKnUQdMxkAG5nHJh2t5pyPci5QxILZ73xevWRa5163B4yxbEurmZfNyrmFfYcGkD2uRpg/8O/KeILKGhodi3LwD16uXDzJnFsGjRcRQunH7rY8mJE5Hd2Rn/5cwJg07en0ePZsGDB+XwxRfnERDwbj9hzd/1RKT6D4ArAHLH/z83gCsmHLMYgJcp41euXJmszd69e60+h5ocunOI4AP6++Tfae5rtXPv1o3I3Z0oJMTioS4+uUjwAU0+NDnNfQ0Gorp1ifLkIYqISHvsdJ//gQNEANHChek7TkEWLWIRdu+2bBxrXHuDwUAl/ypJtRfWVnxsi/jxRyIbG6K7dxM+MvX8q8+vTh4zPchgMCgmTpUqRJ6efL+axdWrfBP89ptZhyt97cPDibJkIerYUdFh080ve38h4SPoZvDNFPfR5Hl/4gRfrxkz0nXY9CPTCT6gs4/OKiaK8fyfPCGytycaMcKMQUJCiFxciPr1U0wuJfDyIsqWjSgqKvntal17ACcoGX1GK3fnJgDGaNqeADa+vYMQIrMQwjH+/9kA1AJwUTUJPzJq5quJ0tlK4+/Tf2snhLEch0X2dGbRmUWws7FD93JpZxAJwbFpDx5weQrFmTOHm8F17GiFwdOGiLsreHpy9Q+9IYRA7wq9cfDOQVx7bt3uE+miXz9OqUxnMFjg40AcvX8U/Sr2S3dD69QYOBA4fx74z1zjyIIFHHijE1fTmjWc2am1+90YDrHwtOXPHUWpXJmD9ebPR3p6Mi08sxCVc1dGuZzlFBcpe3YO1zRGb6SL1au5OKXWBRoT8ewZF/bu3l27wt5poZWSNgFAEyHENQCN43+HEKKKEML4miwN4IQQ4iyAvQAmEJFU0qyEEAL9KvXDkXtHcP7JeW2EqFYNqF0bmDrVoqqJMXExWHp2KVqWaImcbimFOyalQQOgTh2OTYuKMnvqd3n8mAs39uoFuLoqOLDp7N7NxeWN7bD0SI/yPWAjbPSVQFC0KNCoESs36ah/8fepv+Fg64Ae5ZWN++rcmXX9uXPNODgmhqOjW7bUTeDNnDlAiRLaV3cvkLEAmhZrioWnFyLOEKetMG/Tvz8H7p04YdLupx+explHZ1KNw7WUvn3fKDfpYsECLtZbvbpV5DKHJUtY2dSR3vgOmihpRPSciBoRUXEiakxEL+I/P0FE/eL//x8RlSWi8vH/LtBC1o+Jz8t/Dnsbe8w/qVbhsGT47juuN+Bvfquqbde24XHYY/Su0NvkY4zWtPv3+VmiGPPm8Qty8GAFB00fU6Zw8mzXrpqJkCZ53POgWbFmWHRmEWLiYrQW5w39+/P9aGJ5mMjYSCw7twztS7dHNpdsiori6sorfj8/M9qZbd7MC4Z+/RSVyVwCA9ki+MUX+lg49K/UH/df38eO6zu0FiUpXbsCzs4mp58vOL0AjraOCb1xrcGnn3L9vtmz03HQxYtcG61PH31ccPC6a+5cLsXk6am1NCkjOw5IEsjmkg3tSrfDsnPLEBlrzVTHVGjZkisK/v57ukz8iZlzcg7yuOdB8+LN03Vcw4ZsyBs/XiFrWkwMmwuaNmWTgQZcuMAt8oYMUbdQqDl8UfkLPAx9iM1XN2styhvatuWSHPPmmbT72otrERwZjH4VraMMffEF35tL01va6++/gbx5gc/erReoBXPn8v2oYV3nJLQs0RI5XHNg/ikNF6jJkTEjh0msXAmEpp79HBYdhmXnlsHLwwuZnZOtD68ItrZ8H+7Zw+UtTWL+fO7TrJOsYoDrDl67pr27PS2kkiZJQv9K/REcGYx1l9ZpI4CNDfDtt1ztfffudB9+I/gGdgTtQP9K/WFnk77kZaM17d49hWLT1q/nQDeFslXN4Y8/eCGu9wcRADQv3hz5M+THnBNztBblDY6O7KretInrVqXB/FPzUSRzETQobJ3gv3LlgE8+AWbNSocH9tYt1tR79+ZK9hoTGspKpre3brpSwcHWAb3K98LmK5vxKPSR1uIkpX9//qOlUaBs5fmVCIkKwZdVvrS6SH37ss41x5SvalgYx3V26MCFenXCnDlc5cTL8oYMVkUqaZIkNCzcEIUzFca8k6ZZDqxC9+7sn5s4Md2Hzjs5DzbCBv0r9Tdr6kaNuM7i2LFpLlzT5q+/gCJFNLNePHjARct79dLPyzA1bG1s0b9Sf+y8sRNBL4K0FucNAwdyjGQawWBXn1/Fvtv70K9iP9gI6z1av/oKCAoCtm838YDZs3nxo2GNvsSsWMH5QXpoTZaYvpX6Io7isOCUziJrPvmEY7lmz07Ru0BEmH1iNjxzeOKT/J9YXaScOYH27TnMMc1uLatWcZuCQYOsLpepPHzIrch699ZNTecUkUqaJAk2wgZfVP4C+27vQ+DjQG2EcHQERozgatvHjpl8WFRsFBaeXohWJVshb4a8Zk0tBCcPPH4MTJtm1hDMqVPAwYMci2Zra8FA5jN5Mhdq/PZbTaY3i76V+sJW2Gq7SHibYsW40uXcuRAxKcfLzTo+C/Y29uhd0fRYSHPo0IE9l3/+acLOERFsFm7bVhcV3olY7ooVORZIT5TIWgKNizTGnJNzEGtQv2ZbigjBz5FTpziuKxmOPziOUw9P4csqXyqaUZwaX37JxZVXr05lJyJg5kwO+qpdWxW5TGHhQl536WTdkipSSZO8Q79K/eBk54SZx2dqJ8SXX7Itetw4kw9Zd2kdnoY/xcDKlvn2atYE2rThsLhn79Y2NI1JkwB3d83Shp48YXN+9+5szHtfyOOeB21KtcHC0wsRFatkmq2FfPUV8OgRsu/bl+zm0OhQLDqzCN5lvJHLLbka3sphb89GiZ07OR47VVau5DoXGrrcE7NrF8s8fLhu4seTMKTqENwLuYdNV9KbumhlPv+cU3tnzEh28+wTs+Fq72pSySGlqFuXDXyzZqUSPnzsGHD6NN+wOrngxlDhRo00CxVOF1JJk7xDVpes6OLZBcvOLcPLyJfaCOHuzk/yzZs5Ps0EZp+YjSKZi6BJ0SYWT//bbxxK8dtvZhx88yan4A0cyIG/GjB1Kre5GjlSk+ktYmDlgXge8Rx+F/y0FuUNTZsCxYsj74YNyW5eenYpQqJC8FU1dZShAQPYTZNqu1sidrl7evIbVQdMm8ausk6dtJYkeVqWaImCGQvir2N/aS1KUtzc2Dfn78/NhhMRHBGMVedXoXu57sjgmEE1kYwGvuPHgcOHU9hp1iyWvbt6ymNarF3LccfDhmktiWlIJU2SLEOqDUF4TDgWnVaiq7OZfPUVrx5//TXNXU89PIUDdw5gUJVBisQDeXhw5tnMmaxzpYupU9nFqdFT4MULXnB36gSULKmJCBbRqEgjlMpWCtOOTjN2G9EeGxtg8GBkvHABOHkyySYiwoxjM1AlTxVUz6tODahs2YBu3TgA/8WLFHY6fJgXOEOG6MKKceUKt0L98kv9Zhrb2thiUNVBCLgVoF29yJQYNIjNQG9lGs8/NR+RsZEYVFX9mK+ePYHMmTlB6R2ePGFfaI8evOjWCdOmcQRDixZaS2IaUkmTJEul3JXwSf5PMPP4TBjI9EKeipIpE3chWLuWa0mkwtQjU+Hm4IZ+lZQrfTB2LCfDffddOg569oxjgLp148AhDZg2jZMe/vc/Taa3GBthg+HVhyco3rqhVy/EOTm9E6y4++ZuXHp2CV9V+0q1eCCA1wAREanUq/rzT7bkduummkyp8ddfXNVd75nGfSv25XCPYxqGeyRHiRKchDRnTkK5/5i4GEw/Oh2NCjeySoeBtHB15QSQ9euTWczOnMn1YnRksjp8GDh6lEWyeU+0n/dETIkWfFXtK1wPvo5t17ZpJ8Tw4fwk8PFJcZf7Ifex6vwq9K3YFxmdlHMv5s0L/Pgj64gphCK9y6xZ/ObUKFr/yRNe1Xp5AWXLaiKCIvQo3wNZnLNg6pGpWovyhowZ8aBlS85Wu3Mn4eO/jv2F7C7Z0bGMum2/ypYFmjdnnTE8/K2N169z36Uvv2R3k8Y8e8ZVGLp2ZXennjGGeyw9txTPw9NbNdjKDB3KqYnx0fr+F/1x//V9fF3za81EGjKEFZ4krvfwcFbSWrXSlTl/2jRe++ukM5pJSCVNkiIdSndA/gz58fuh37UTImtW7me0Zs07biYjM4/PRJwhDkOrD1V8+m+/5aS44cM5UzJVXr3ip0CrVkCZMorLYgrjxnEsmgkeYl3jYu+CgZUHYuPljboqx3HPWFQp3r9z6eklbLqyCQOrDISTnfq5/CNHsgL0TpeMKVPYDDxU+e+EOUybxmuX77/XWhLTGFFjBMJjwjHr+CytRUlK06b8bPn9d5DBgCmHp6BUtlL4rJh2RYrz5uWWZX//zY9AAOyHf/5cV6nld+7wgrt/f12sW0xGKmmSFLG3tcfXNb/GgTsHcPhuSpGhKvDNN6ysJeO/C4sOw5wTc9CudDsUyax8GqOzM2d5njljQt/3P/8EgoNTtfpZkxs32BPSt+/7kbWUFoOrDYadjR2mH00tOl5donLmBLp04Qrqz59j0n+T4GznrFrCwNvUrs0/kydzuBIANqcuWsQZgTro0/nqFcdItm8PlC6ttTSmUTZnWTQv3hzTj01HeMzbZkoNsbFhTff8eZxfOhmnHp7CiBojrFqXzxRGjOAQi7lzwVWWp04FqlThhsg6YfJkDs0cMkRrSdKHVNIkqdKvUj9kdsqMiYfSX1hWMTJkYJPBv/8CAQFJNi06swjBkcEYUWOE1abv1ImfNT/+CDx9msJOL1+ydaVtW6BSJavJkho//8z5Cj//rMn0ipPHPQ86e3bGwtML8Szc3FooVuD774HwcLyaOh7Lzy1H34p9kd01u2bijBzJVoIVK+I/mDGDY4F0YsWYNYsVtfctRvKHWj/gWfgzLD6zWGtRktKlC5A/P8TEicjqnBU9ymnfaqlSJe7pOWUKEL52O3D1Ki+udZCwAnBC7Pz5nOhQoIDW0qQPqaRJUsXNwQ1Dqg3BxisbcfnZZe0EGTSI7eojRyYU5YmKjcLEQxNRu0Bt1MpvvcqYQnBwdkhIKkkEU6fym0gjK9rJk/ySHjpUs3wFq/BDrR8QHhOOaUemaS3KGzw9gRYtYDtjFhyj4vDNJ99oKk6zZtwuavx4IPZlKMcCtWmji1ig8HD+anz2mWZrF7OpU6AOauSrgcn/TUYcpRXroCL29rjfrxM8L7/ABLe2cLZ31loiAMBPP7ERd943V4BChXTVb+mPPzjX4scftZYk/UglTZImX1X7Cs52ztrGpjk7A6NHc8Xt+KDZxWcW417IPfxc92erZ9WVKcMGlCVLgDNnMiXd+OIFv4m8vIDy5a0qR3IYDFyvKEeO989akRZlcpRBB48OmH50OoIjgrUWJ4GQrwfD7VUE5t0pj0KZCmkqixC8NrhyBVjWN4DvR50UyJs7l63Po0ZpLUn6EULg+0++x82XN7HvqamZQ+rwQ6FrCHYGem5/oLUoCdSuDTQo9wy/3+2MyO9/1kWfWIBD42bNYgNksWJaS5N+pJImSZPsrtnRr1I/LDu3DDeCb2gnSK9e3E/mu+8QE/IS4w+OR418NdC4SGNVpv+//+Pq/X/8UQKRkYk2jBnDlW9/+UUVOd5m0SJOK//9d81q51qV/6vzf3gd/VpXsWmTxWH8UxTw3nqTTawa07YtUKViLHzWl0dU83ZAtWpai4SQEC4G3bixrjoCpYs2pdrAI7sHlt5eijiDPqxp55+ch+/NjTjVuT7st2xPV+s8q0KEn6J+wkPkwYJo7V2wRv78kx/P7+sCVippEpMYWXsk7G3s4RPgo50Qtrac533vHs5/+zluv7qNn+r+pFptKmdnDsy/e9cF//d/8R9eucLupf792Q2mMi9esAm/Vi2uGfkhUj5XebQp2QbTjk5DSJT2CtHTsKeYemQqAvo1gt2LlyY20bQuQgC/efjiDuXHPE99KLOTJ3Pm6fjxWktiPjbCBqPrj8bt8NtYEbgi7QNUYNz+cXBzcEPFCYu5qnHCw0hj/vkH9a/MQa1ijzBhsl3ajddV4OlTzizu0IELlL+PSCVNYhK53XNjSLUhWH5uOW6GpbcEv4LUro24zp1QevEWtLT3RLNizVSdvkkToHXr+/jjj/jaad9+C7i4sDVNA/73P1bUZs7UTYyuVfip7k94GfkSfx7RXiGacHACwmPC0avfDDZhTZ6cStl/lXj+HI03foUG2c9j3OJ8CA3VVpzHjzkOyNubk/zeZ9qXbo/ibsXhs88HMXExaR9gRS4+vQi/C374qtpXyJKjIK/Qdu5MRyFHK0EE+PhAFCqEsTOz4t69NFqWqcTYsRwXmY4W0LpDKmkSk/mh1g9wc3DDolsatooCsLhLacSBsGCnM7TQSwYOvI5ixYCenSIQsmUfR8zmyKG6HDt2cMzP8OGahMKpSuU8ldG+dHv8/t/veBz6WDM5nkY9xczjM9GzfE+UylaKlfPXr4FJkzSTCQAwcSJEWCh+m+aCJ0+0F2fsWK7X9z6/HI3YCBv0KdQHN4JvYNEZbZ99P+z6Ae6O7m+K1w4aBOTJw0F/WrZQW7uW3a6jRqHBp/Zo2ZJd3c80TMoOCuKEr759gVKltJPDUqSSJjGZrC5Z8U3Nb3Dg2QGceHBCExmCI4Lx/eXpWOpdAjkCjieqO6Aezs4GLJ0fhbuPHTDIbRloiPo1soKDgT592IT/vheuNZUJjSYgMjZSU5f70ttLYSADfq4XX+ekbFluuzR1Kheq04KgIHa5fv45anQtgi5dgIkTuemAFly4wIuHfv0+jHp9AFA9S3XUzFcTY/aN0axu2u4bu7Hl6haMqjMK2Vyy8YfOzuzuPHQI2LJFE7kQGclZVWXLJpTynziR66Zp5GAAwHqrg4NmCfeKIZU0SboYUXMEMtlnwrB/hmnS0/PXA78iOCIYtSatAmrW5JoTj9W3rNT4dwx84APf0DaYtUD9btFffcXp7kuXAk7qF7rXhOJZi2NQlUGYf2o+Lj69qPr8Zx+dxbaH2zCwysCkGZ0TJnAm29cateYZMYI7lscHf02eDNjbs4VVbYjYuOPuzta0DwUhBCY2noj7r+9j4kH1a0bGGeLwzb/foFCmQu92VunXj6sEjxiBpBlNKvHnn9y4c+rUhIxODw8O0509G7h2TX2Rjh4F/Py4VJsO6jlbBhF9cD+VK1cma7N3716rz6FXvl/5PcEHtPj0YlXnvf7iOjmMdaA+G/rwB5cuETk6EnXooKocx+fOJbK1pbhefahlSyI7O6KDB9Wbf9EiIoBo9Gj15jSi9X3/NOwpZRyfkVr4tlB1XoPBQLUW1KKMv2ak5+HP391hwgS+KP/8o6pctHUrz/v770k+njSJP968WbmpTLn2S5bwvPPmKTevHjCee9e1XclxrCNdf3Fd1fkXnlpI8AGtClyV/A47d/Ifftw4q8yf4rV/9IjI3Z2oVat3Nj18SOTmRtS0KZHBYBWxkiUmhqhCBaLcuYlevbJ8PLWeeQBOUDL6jOYKlTV+pJJmXXbv2U01/q5BOSbloOCIYFXmNBgM1Ny3Obn86kL3Q+6/2TB+PN/GCxaoIgdFRdHrIkX4CfDiBQUHExUrRpQrF9Hdu9af/sgRIgcHokaN+GGkNnq47ycdmkTwAa27uE61OZecWULwAX234rvkd4iMJCpenKhECaKoKHWESmXO6Gii0qWJChcmev1amenSuvbPnxNlz05UsyZRXJwyc+oF47nfD7lPbr+5UasV7yol1uJ5+HPKOSkn1fi7BhlS03a8vIicnYlu31ZchhSvfa9evEq9ciXZzX/+yY/n5csVFylFjAuUNWuUGU9rJU26OyXpxkbYYGbzmXga9hS/7FWnNtiKwBXYdm0bfmv4G/K453mz4bvvuBDT4MHA2bPWF2TUKLjduMF2/MyZkSkTsG4d1+H59FMunGgtHj7k/od583I9X53UilSdYdWHoUKuChi8bTBeRr60+nwvI1/iu53foXre6vgsVwqNrB0d2e1z9ap6fr7Ro9mXNG0aB98kwt4emDcPuHWLvWBqMGIEJ7nOns0tJj9E8rjnwc91f8bmq5ux9epWVeb8esfXeB7xHLNbzE693NCUKfzv8OHqJBFs3w4sXszP4BSCDwcPBqpXB4YNS6WlnoLcvMnlKlu14mflB0Fymtv7/iMtadbFeO6Dtgwim9E2dOD2AavO9zj0MWWdmJVq/l2TYuNik9nhMVGePGzSevnSeoL4+xMBdK9Nm3c2BQSw57VaNaKQEOWnDg4mqlyZyMWF6OxZ5cc3Fb3c9ycfnCTb0bbUb2M/q8/Ve0NvEj6CTj44mfb59+pFZGND9N9/1hXq0CGep3fvVHf78Ue2KmzYYPmUqZ378uU8z88/Wz6PHkl87lGxUVR6RmnKOyVv8q5vBdl+bTvBBzRq9yjTDpg4kS/E0qWKyvHOtX/5kihvXiIPD7bopsL580T29kTduikq0jsYDOxadXVV1piotSVNc4XKGj9SSbMuxnMPiQyhon8WpYJTC9LLCOspR538O5HDWAe68ORCyjsdOEBka0vUogX7epTm4kUOsKhZkwL+/TfZXTZuZBHq1mWlSimCg4mqVOEHnZIxRuagp/v++385NnLn9Z1Wm8PvvB/BB/S/Xf8jIhPO/9UrooIFiYoWVc7P+DavXxMVKUJUqFCaQTdRUUQVKxJly8YxQpaQ0rkHBXFYUq1a2rjg1eDtcz9x/wTZjbEjbz/v1F2QFvAq8hXl/yM/lZ5RmiJjUleEEoiNJapThy/IzZuKyfLOte/blxcJx46ZdPzPP7O24eurmEjvMHkyz/HXX8qOK5U0qaS9dyQ+98N3D5PtaFvqttY6y6R5J+YRfEBj941Ne+c5c/iW7t5d2aCYhw859idHDqJ791K99itXsjJVpowyq7lnz4iqVuUxN22yfDxL0dN9Hx4dTiX/Kkk5J+VMGqeoELdf3qZMEzJRtfnVKDqWFX+Tzn/fPiIhiPr0UT5i2mDgcYUg2r/fpEMuXiRycmIlKiLC/KmTO/eICL4/M2UiunXL/LH1TnLn/tv+3wg+oCVnlig+n8FgoE7+nchmtA0dvns4fQffvEmUIQNR7dqstClAkvNfvZqfsz/8YPLx0dEsjosL0YVU1trmcugQL5Dbt1f+KyeVNKmkvXe8fe5jAsYQfECLTi9SdJ4jd4+Qw1gH+nTZp8m7OZNj3Di+rYcOVebb+vgxR2C7uvKTgNK+9rt3E2XMyLkFAQHmT330KFGBApwooAcFjUh/9/35x+fJ5VcX+mTBJxQVq1zAflRsFNVdVJfcfnOja8+vJXxu8vmPGsX34R9/KCYTEfF4AI+fDvz8+LAuXcz/Wrx97rGxHKsOEK1da96Y7wvJXffYuFiqu6guuf/mThefXFR0PmNyzIQDE8wbYNkyvjDfpZDokk4Szv/0aU5O+OSTNN2cb3P/PlHOnESlSikbEvL0KVG+fGxctka0i1TSpJL23vH2ucfExVDDJQ3Jfow97bq+S5E5Hr1+RHmn5KVC0wrRs7Bnph9oMBCNGMG3du/elmXaPXlCVLYsP5QSaVumXPvAQH5oAESDB6fP8xUVxaZ7e3v2nB0/nn7RrYUe7/tVgasIPqCvtn2lyHgGg4F6rOtB8AEtP5s0Lc3k84+L49IwQigTEEbE/nQheFwzLMXGROj/+z/zpk987gYD39fW0EP1SErX/fbL25Rrci4qOLUgPQh5oMhc/wb9SzajbcjLz8t8V6rBQDRoEF+gmTMtlmnv3r38PCxQgDWiR4/MHIe9pC1aKJMEHRJCVL06L2RPnrR8vOSQSppU0t47kjv34Ihg8pzlSe6/udOZh2csGv9Z2DOqNLcSOY1zotMPT6d/gLi4N0EQdevyUiu9HDzIDyMnJ6JdSRVPU699aCgb9IRgq9q4cfycS4nISKLFiznUCODSQ8+tG5ecbvR633/9z9emu8XT4MedP6Y4VrrOPyyMfYEuLhwzaQkHD7I1t2pVHtcMDAYOJTJ6qtL7/jeee1wc0ciRPM6335olyntHatf95IOT5PqrK1WaW4leR1kWh3js3jHKNCETlZlZxuKxKCaGHyI2Nhab4g9s2sRZUU5OFq8ajVEpbdtaFj4cFkZUrx67Odevt0ikVJFKmlTS3jtSOve7r+5Svj/yUa7JuejUg1Nmjf0k9AmVm12OHMc60tarWy2QkohWrOCUy1y5uMqmKdaHiAii337jb37RokSn3j2P9F77gweJPv2Uv22OjkT16/PLbe5counTiX79lVeWLi68T6VKRNu3q1sA0lT0et/HxsUmWL989vqYNYbBYKBx+8YRfEADNw9M1oqR7vM3xjM6ORGtM7Ou2/r1fHyJEkQPLLPWxMQQffEF32c9eqTvJbl3714KCyPy9ubj+/f/8OqhpURa133b1W1kO9qW6i6qa3bG56E7hyjD+AxUeFphuhl806wx3iE0lLOOHB35eWgOjx5xbUgHB8WswtOn8z3UoYN5cZIvX/IzVQjzT8tUPkolDYA3gAsADACqpLLfZwCuAAgC8KOp40slzbqkdu4XnlygfH/kI5dfXWj9pfXpGvfy08tUZmYZchrnRDuCdlgmpJGTJ9keDvC/S5YQvXjx7n5Pn7LfJndu3tfLK8UAB3Ov/YULRMOG8YLUwYGnMf4UK8buI70qZ0b0fN/HxsVSz/U9CT6gYduHmZ4RR0QRMRHUfV13gg+o69quKcZAmnX+T58S1ajBb5QpU0zXbOLiiKZOZUtIjRrmWYSTwWAgGjOG77sqVYhOnDDtuHnzjlPlynwakybp+z5VGlOu+8rAleQw1oFK/FWCrj67mq7xN1/ZTK6/ulLx6cXpzss7ZkqZAs+eccYnQDR2bPou3PnzRCVKUKyTE1EKWe3mYgyvrFCB6PJl0487dYrXz7a2RAsXKipSsnysSlppACUBBKSkpAGwBXAdQBEADgDOAvAwZXyppFmXtM79QcgDqja/GgkfQd/u+JZehCejFCUizhBHfx75k5zHOVPmCZlp943dCkpL/LJbvJjjKQCukF25MlHjxkQtW3JZdqO21KAB0Z49qT7IlLj2UVHcoeDZM7O9V5qg9/s+Ni6Wvtr2FcEHVG52OTr7KO2icsfuHaOq86oSfEDj9o1LNQ7I7PMPC2P/DsAuy6NHU9//+HHW5gGi1q2tcpP4+7OR2caGaOBAXs+8feoGA7+nu3dnUbJm1U8Si5qYet0P3D5A2X7PRlkmZqF5J+ZRTFzqNUleRryk3ht6E3xA5WeXVyyu7R0iI99cxMaN0y62GBXFmry9PVHWrHRq+nSriLV5M99Trq68Hkktdvf5cxbJ0ZFLtKnViu+jVNISJk9dSasJYEei30cCGGnKuFJJsy6mnHt4dDj13diXhI+gzBMy0/gD4+n84/MUZ3hjRXgW9oymH5lO5WeXJ/iAmi1vZpVSCgnExXFfpe++46qHNWtyYkCHDtz70MRYC3nt9c+WK1so56ScCbWsdgTtSHLvvY56TXtu7KH2q9sTfEDZfs9Gay+mnaJo0fkbDFz1NVcuNkfVrcv33eHDbM46fJgzRurW5e25cvH+VjRZvXxJNGQIWyUAXq906MCFR7293xiWHR2JunS5rWj9v/eJ9Fz3oOdB9MmCTwg+II+ZHrTkzBK69+pekn0uPb1EP+78kXJNzkU2o21o5K6R6bL8moXBwEXEMmdmzbx7d9bUnz7lbWFhnPE0atSbwNjOnYkeP7bq9/7ePdYbAc6KHzGCaNUqfhyfPMmJqoMHsyJnjGVLLbZXabRW0vTcWCYvgLuJfr8HoLpGskjSibO9M/5u/TeGVBuCkbtHJvxkdsqMbC7Z8DziOYIjgkEgVMpdCYvbLMbn5T9Pve2JpdjYcI+S6vI2+tBpUaIFAr8MxG8HfsPSc0vhf9Ef9jb2yO6aHW4Obrj+4jriKA7uDu4YXX80RtQYAXdHd+sKJQTQrRv3rJk2jfuJff/9u/uVK8e9bYYPBzJmtKpIGTMCf/3F023axCJdvgxERLBpuV49/H97dxszV1kmcPx/9QXp2pa2EgstYCmYTViiu2wXRZG0lNRaiSzGXVk3a1d3Q4w2WT8Y04RoiDEx7osfMGZXRKO7vhTfKs1SxaLbGDRlQdJCgQKFYGyLJS5N2SdUoO3lh3MeHR5m5nnAmTn3zPx/yeQ5c849c66r9zlzrp4zZ24uvxze/nZ4+OHHWLTonL7GMwrOW3Ied7zvDrbu28rm2zez8XsbATjntHOYFbM4cuwIR589yuyYzfrz1/Oxyz7GG84awGdSBGzaBO95TzV02U03wVe/+vtlWQ8lNWsWrF1bbRhXXlnNe+CBvoW1fDns2AG7dlW7xQ03wIkTL2wzdy68+93VCFSve13fQilS5GTH9PqNI24Hzmiz6LrMvKVusxP4SGbe3eb17wLWZ+Y/1s//DnhDZm7qsL5rgWsBli5d+udbtmzpSR6dTExMMH/+/L6uo1QvJ/eDxw5y39H72Ht0L8+ceIaFcxeyeO5i3nz6mzl//vl9irQ/7Pvhyv25k8/x01//lP0T+zny/BEmjk+w4o9WcMHCC7jwtAuZP2fm+fQ6/1ccPlyNBVt/Dk+sXMmzZ7T72GzeMPZ9r7zc3E/kCR6deJQ9R/ew7+l9zJ41mwVzFrDs1GWsefUalpyypA/RzkwcP86Chx5i0e7dzHr2WU7Mm8fzCxfy1CWX8NySF8Y1yL4/dmwWhw7N49CheZw8CStWPMPy5ceYM2cA45G2Majc16xZ8/PMXDV1ft/OpGXmFX/gWxwEzm55flY9r9P6bgRuBFi1alWuXr36D1x9dzt37qTf6yjVOOcO453/sOa+jnU9eZ9hzb8XzH31y3rtWtb2NpheumJmh2n7fnVj65/V2Jqndxfw2og4NyJOAa4BtjUckyRJ0kA0UqRFxNURcYDq5oBbI+K2ev6yiNgOkJnHgU3AbcCDwDcz8/4m4pUkSRq0Rm4cyMytwNY28w8BG1qebwe2DzA0SZKkIpR8uVOSJGlsWaRJkiQVyCJNkiSpQBZpkiRJBbJIkyRJKpBFmiRJUoEs0iRJkgpkkSZJklQgizRJkqQCWaRJkiQVyCJNkiSpQBZpkiRJBbJIkyRJKpBFmiRJUoEs0iRJkgpkkSZJklQgizRJkqQCWaRJkiQVyCJNkiSpQBZpkiRJBbJIkyRJKpBFmiRJUoEs0iRJkgpkkSZJklQgizRJkqQCWaRJkiQVyCJNkiSpQBZpkiRJBbJIkyRJKpBFmiRJUoEaKdIi4q8i4v6IOBkRq7q0ezwi7ouI3RFx9yBjlCRJatKchta7F3gn8PkZtF2Tmb/uczySJElFaaRIy8wHASKiidVLkiQVr/TvpCXww4j4eURc23QwkiRJg9K3M2kRcTtwRptF12XmLTN8m0sz82BEvBrYERH7MvMnHdZ3LTBZyE1ExEMvPeqX5HRgXC/DjnPuMN75j3PuMN75m/v4Guf8B5X7a9rNjMwcwLrbi4idwEcyc9qbAiLiemAiM/+133HNRETcnZkdb3oYZeOcO4x3/uOcO4x3/uY+nrnDeOffdO7FXu6MiFdGxILJaWAd1Q0HkiRJI6+pn+C4OiIOAJcAt0bEbfX8ZRGxvW62FLgjIvYA/wvcmpk/aCJeSZKkQWvq7s6twNY28w8BG+rpx4DXDzi0l+LGpgNo0DjnDuOd/zjnDuOdv7mPr3HOv9HcG/1OmiRJktor9jtpkiRJ48wibRoRsT4iHoqI/RGxuc3yV0TEzfXyOyNiRQNh9lxEnB0R/xMRD9RDeP1TmzarI+JoPWzX7oj4eBOx9st0w5JF5Ya67++NiIuaiLPXIuKPW/p0d0Q8HREfntJmpPo+Ir4UEU9GxN6WeUsiYkdEPFL/XdzhtRvrNo9ExMbBRd0bHXL/l4jYV2/XWyNiUYfXDvXQfR1yvz4iDrZs2xs6vLbrsWEYdMj/5pbcH4+I3R1eO+x93/YYV9x+n5k+OjyA2cCjwErgFGAPcMGUNh8E/qOevga4uem4e5T7mcBF9fQC4OE2ua8G/rvpWPv4b/A4cHqX5RuA7wMBvBG4s+mY+/BvMBv4FfCaUe574DLgImBvy7x/BjbX05uBT7d53RLgsfrv4np6cdP59CD3dcCcevrT7XKvl3XdR0p/dMj9eqqfhur2ummPDcPwaJf/lOX/Bnx8RPu+7TGutP3eM2ndXQzsz8zHMvM5YAtw1ZQ2VwFfqae/DayNGP7xrjLzicy8p57+f+BBYHmzURXnKuA/s7ILWBQRZzYdVI+tBR7NzF80HUg/ZfUj2U9Nmd26b38F+Ms2L30rsCMzn8rMI8AOYH2/4uyHdrln5g8z83j9dBdw1sADG4AO/T4TMzk2FK9b/vVx7K+Bbww0qAHpcowrar+3SOtuOfDLlucHeHGh8rs29YfaUeBVA4luQOpLuH8G3Nlm8SURsScivh8RfzLYyPpuumHJZrJ9DLtr6PwhPcp9D7A0M5+op39F9bNAU43DNvB+qjPG7Yzq0H2b6ku9X+pwuWsc+v0twOHMfKTD8pHp+ynHuKL2e4s0dRUR84HvAB/OzKenLL6H6jLY64HPAt8bcHj9dmlmXgS8DfhQRFzWdECDFBGnAO8AvtVm8aj3/QtkdY1j7G6Fj4jrgOPA1zo0GcV95N+B84A/BZ6guuQ3jv6G7mfRRqLvux3jStjvLdK6Owic3fL8rHpe2zYRMQc4Dfi/gUTXZxExl2rj/Vpmfnfq8sx8OjMn6untwNyIOH3AYfZNZh6s/z5J9bt+F09pMpPtY5i9DbgnMw9PXTDqfV87PHn5uv77ZJs2I7sNRMTfA1cCf1sfrF5kBvvI0MnMw5l5IjNPAl+gfU4j2+/wu2PZO4GbO7UZhb7vcIwrar+3SOvuLuC1EXFufVbhGmDblDbbgMk7O94F/LjTB9owqb+P8EXgwcz8TIc2Z0x+/y4iLqbankalQJ3JsGTbgPdG5Y3A0ZbT5KOg4/+kR7nvW7Tu2xuBW9q0uQ1YFxGL68ti6+p5Qy0i1gMfBd6Rmc90aDOSQ/dN+V7p1bTPaSbHhmF2BbAvMw+0WzgKfd/lGFfWft/k3RXD8KC6g+9hqjt5rqvnfYLqwwvgVKrLQfuphq9a2XTMPcr7UqrTvPcCu+vHBuADwAfqNpuA+6nubNoFvKnpuHuY/8o6rz11jpN935p/AJ+rt437gFVNx93D/F9JVXSd1jJvZPueqhh9Anie6vsl/0D13dIfAY8AtwNL6rargJtaXvv+ev/fD7yv6Vx6lPt+qu/cTO77k3ewLwO219Nt95FhenTI/b/q/fleqgP2mVNzr5+/6NgwbI92+dfzvzy5r7e0HbW+73SMK2q/d8QBSZKkAnm5U5IkqUAWaZIkSQWySJMkSSqQRZokSVKBLNIkSZIKZJEmSZJUIIs0SZKkAlmkSVIXEfEX9WDbp9a/tH5/RFzYdFySRp8/ZitJ04iIT1KNLjIPOJCZn2o4JEljwCJNkqZRj894F/AbqiGwTjQckqQx4OVOSZreq4D5wAKqM2qS1HeeSZOkaUTENmALcC7VgNubGg5J0hiY03QAklSyiHgv8Hxmfj0iZgM/i4jLM/PHTccmabR5Jk2SJKlAfidNkiSpQBZpkiRJBbJIkyRJKpBFmiRJUoEs0iRJkgpkkSZJklQgizRJkqQCWaRJkiQV6LdE5w0t+JAdTgAAAABJRU5ErkJggg==\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"def spherical_hankel_2k(n, z):\n jn = scipy.special.spherical_jn(n, z, derivative=False)\n yn = scipy.special.spherical_yn(n, z, derivative=False)\n \n return jn - (yn * 1j)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:39.679070Z","iopub.execute_input":"2021-06-08T23:18:39.679408Z","iopub.status.idle":"2021-06-08T23:18:39.687489Z","shell.execute_reply.started":"2021-06-08T23:18:39.679378Z","shell.execute_reply":"2021-06-08T23:18:39.685442Z"},"trusted":true},"execution_count":28,"outputs":[]},{"cell_type":"code","source":"spherical_hankel_2k(10, zTable)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:42.237489Z","iopub.execute_input":"2021-06-08T23:18:42.237862Z","iopub.status.idle":"2021-06-08T23:18:42.246078Z","shell.execute_reply.started":"2021-06-08T23:18:42.237830Z","shell.execute_reply":"2021-06-08T23:18:42.244975Z"},"trusted":true},"execution_count":29,"outputs":[{"execution_count":29,"output_type":"execute_result","data":{"text/plain":"array([ 7.27307613e-31+6.54730798e+30j, 7.27151100e-21+6.54901397e+19j,\n 7.11655264e-11+6.72215008e+08j, 6.46051545e-02+1.72453672e-01j,\n -1.95657860e-04-1.00257774e-02j, -8.56568260e-04-5.16087027e-04j])"},"metadata":{}}]},{"cell_type":"code","source":"def riccatiBessel_hn(n, z):\n return z * spherical_hankel_2k(n, z)\n\n\ndef riccatiBessel_hn_derivative(n, z):\n return (1+n) * spherical_hankel_2k(n, z) - z * spherical_hankel_2k((1+n), z)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:45.315776Z","iopub.execute_input":"2021-06-08T23:18:45.316216Z","iopub.status.idle":"2021-06-08T23:18:45.322460Z","shell.execute_reply.started":"2021-06-08T23:18:45.316175Z","shell.execute_reply":"2021-06-08T23:18:45.321227Z"},"trusted":true},"execution_count":30,"outputs":[]},{"cell_type":"code","source":"PlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ_n(z)\", \"n=0\", 'g', riccatiBessel_hn(0, z1), z1, -1.5, 4)\nPlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ_n(z)\", \"n=1\", 'r', riccatiBessel_hn(1, z1), z1, -1.5, 4)\nPlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ_n(z)\", \"n=2\", 'b', riccatiBessel_hn(2, z1), z1, -1.5, 4)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:48.152236Z","iopub.execute_input":"2021-06-08T23:18:48.152812Z","iopub.status.idle":"2021-06-08T23:18:48.941218Z","shell.execute_reply.started":"2021-06-08T23:18:48.152773Z","shell.execute_reply":"2021-06-08T23:18:48.939822Z"},"trusted":true},"execution_count":31,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":"<Figure 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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":"<Figure 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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(riccatiBessel_hn(10, zTable))\nprint(riccatiBessel_hn(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:54.688643Z","iopub.execute_input":"2021-06-08T23:18:54.689049Z","iopub.status.idle":"2021-06-08T23:18:54.697624Z","shell.execute_reply.started":"2021-06-08T23:18:54.689015Z","shell.execute_reply":"2021-06-08T23:18:54.696577Z"},"trusted":true},"execution_count":32,"outputs":[{"name":"stdout","text":"[ 7.27307613e-33+6.54730798e+28j 7.27151100e-22+6.54901397e+18j\n 7.11655264e-11+6.72215008e+08j 6.46051545e-01+1.72453672e+00j\n -1.95657860e-02-1.00257774e+00j -8.56568260e-01-5.16087027e-01j]\n[ 2.04602836e+27+1.07685703e+22j 2.04602804e+17+1.07685696e+14j\n 2.04286249e+07+1.07615345e+06j -2.17187500e+02-1.21192483e+03j\n 5.14401830e+42-1.97570041e+43j nan +nanj]\n","output_type":"stream"}]},{"cell_type":"code","source":"PlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ'_n(z)\", \"n=0\", 'g', riccatiBessel_hn_derivative(0, z1), z1, -2, 2)\nPlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ'_n(z)\", \"n=1\", 'r', riccatiBessel_hn_derivative(1, z1), z1, -4, 3)\nPlotGraphicRealAndImageParts(\"Ricatti-Bessel ξ'_n(z)\", \"n=2\", 'b', riccatiBessel_hn_derivative(2, z1), z1, -4, 3)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:18:58.338411Z","iopub.execute_input":"2021-06-08T23:18:58.338847Z","iopub.status.idle":"2021-06-08T23:18:58.939216Z","shell.execute_reply.started":"2021-06-08T23:18:58.338808Z","shell.execute_reply":"2021-06-08T23:18:58.938047Z"},"trusted":true},"execution_count":33,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":"<Figure 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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":"print(riccatiBessel_hn_derivative(10, zTable))\nprint(riccatiBessel_hn_derivative(10, zTableI))","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:19:08.768309Z","iopub.execute_input":"2021-06-08T23:19:08.768776Z","iopub.status.idle":"2021-06-08T23:19:08.776822Z","shell.execute_reply.started":"2021-06-08T23:19:08.768730Z","shell.execute_reply":"2021-06-08T23:19:08.775350Z"},"trusted":true},"execution_count":34,"outputs":[{"name":"stdout","text":"[ 8.00038059e-30-6.54730453e+31j 7.99834594e-20-6.54866928e+20j\n 7.79721239e-10-6.68666003e+09j 3.54912551e-01-6.00478827e-01j\n -9.97048072e-01+1.95136309e-02j -5.16058595e-01+8.56521176e-01j]\n[-1.02301849e+30+1.02300987e+30j -1.02344483e+19+1.02258334e+19j\n -1.06512435e+08+9.79003942e+07j -1.30911948e+03-1.20269778e+02j\n -1.97425874e+43-5.19857105e+42j nan +nanj]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### 10 – Implementar, no código em Python, os coeficientes cn e dn:","metadata":{}},{"cell_type":"markdown","source":"* u_r permeabilidade da particula\n* M = sqrt(u_r * E_r) indice de refração relativo da particula\n* k número de onda\n* a raio da particula","metadata":{}},{"cell_type":"code","source":"def varC_n (u_r, M, ka, n):\n chi_ka = riccatiBessel_hn(n, ka)\n chiD_ka = riccatiBessel_hn_derivative(n, ka)\n psi_ka = riccatiBessel_jn(n, ka)\n psi_Mka = riccatiBessel_jn(n, (M*ka))\n psiD_ka = riccatiBessel_jn_derivative(n, ka)\n psiD_Mka = riccatiBessel_jn_derivative(n, (M*ka))\n \n num = M * u_r * ((chi_ka * psiD_ka) - (chiD_ka * psi_ka))\n den = (u_r * chi_ka * psiD_Mka) - (M * chiD_ka * psi_Mka)\n \n return num/den","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:19:25.486918Z","iopub.execute_input":"2021-06-08T23:19:25.487331Z","iopub.status.idle":"2021-06-08T23:19:25.493896Z","shell.execute_reply.started":"2021-06-08T23:19:25.487295Z","shell.execute_reply":"2021-06-08T23:19:25.493049Z"},"trusted":true},"execution_count":35,"outputs":[]},{"cell_type":"code","source":"def varD_n (u_r, M, ka, n):\n chi_ka = riccatiBessel_hn(n, ka)\n chiD_ka = riccatiBessel_hn_derivative(n, ka)\n psi_ka = riccatiBessel_jn(n, ka)\n psi_Mka = riccatiBessel_jn(n, (M*ka))\n psiD_ka = riccatiBessel_jn_derivative(n, ka)\n psiD_Mka = riccatiBessel_jn_derivative(n, (M*ka))\n \n num = M * M * ((chi_ka * psiD_ka) - (chiD_ka * psi_ka))\n den = (M * chi_ka * psiD_Mka) - (u_r * chiD_ka * psi_Mka)\n \n return num/den","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:19:45.614560Z","iopub.execute_input":"2021-06-08T23:19:45.615149Z","iopub.status.idle":"2021-06-08T23:19:45.622101Z","shell.execute_reply.started":"2021-06-08T23:19:45.615109Z","shell.execute_reply":"2021-06-08T23:19:45.620644Z"},"trusted":true},"execution_count":36,"outputs":[]},{"cell_type":"markdown","source":"### 11 - Suponha uma partícula dielétrica (μr = 1) com índice de refração relativo ao meio externo M = 1,57 – i0,038. Faça os gráficos de |cn| × x e |dn| × x para x = ka de 0,01 a 20. Considere gráficos para n = 1, 5, 10, 20, 40 e 60.","metadata":{}},{"cell_type":"code","source":"# for i in range(len(n)):\n# dn = varD_n(u_r, m, x, n[i])\n# labelStr = 'n='+ str(n[i])\n# PlotOneGraphic ('|d_n| x X', labelStr, color[i], abs(dn), x, -2, 3, 'x', '|d_n|')","metadata":{"execution":{"iopub.status.busy":"2021-06-08T01:31:18.165756Z","iopub.execute_input":"2021-06-08T01:31:18.166152Z","iopub.status.idle":"2021-06-08T01:31:18.169703Z","shell.execute_reply.started":"2021-06-08T01:31:18.166116Z","shell.execute_reply":"2021-06-08T01:31:18.168852Z"},"trusted":true},"execution_count":105,"outputs":[]},{"cell_type":"code","source":"linha = 6\ncoluna = 2\nposition = 1\nn = [1, 5, 10, 20, 40, 60]\nu_r = 1\nm = 1.57 - 0.038j\nx = np.linspace(0.01, 20, 200)\n\nplt.figure(figsize=[15,15])\n\nfor i in range(len(n)):\n cn = varC_n(u_r, m, x, n[i])\n dn = varD_n(u_r, m, x, n[i])\n labelStr = 'n='+ str(n[i])\n\n plt.subplot(linha, coluna, position)\n plt.plot(x, abs(cn), color[i], label=labelStr)\n plt.xlabel('x')\n plt.ylabel('|c_n|')\n plt.ylim(-1, 3)\n plt.legend(loc='best')\n plt.grid()\n \n plt.subplot(linha, coluna, position+1)\n plt.plot(x, abs(dn), color[i], label=labelStr)\n plt.xlabel('x')\n plt.ylabel('|d_n|')\n plt.ylim(-1, 3)\n plt.legend(loc='best')\n plt.grid()\n \n position = position + 2\n\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:20:38.199115Z","iopub.execute_input":"2021-06-08T23:20:38.199538Z","iopub.status.idle":"2021-06-08T23:20:39.876144Z","shell.execute_reply.started":"2021-06-08T23:20:38.199501Z","shell.execute_reply":"2021-06-08T23:20:39.875017Z"},"trusted":true},"execution_count":37,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1080x1080 with 12 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"markdown","source":"### 12 - Observe que, para n = 40 e 60, os valores de |cn| e |dn| se tornam desprezíveis após um certo n máximo, Nmax. Este máximo pode ser estimado como \n N_max = ceiling[x + 4,05x^(1/3) + 2]","metadata":{}},{"cell_type":"code","source":"ceilingX = lambda x : math.ceil(x + (4.05 * (x ** (1/3))) + 2)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:23:18.574663Z","iopub.execute_input":"2021-06-08T23:23:18.575066Z","iopub.status.idle":"2021-06-08T23:23:18.579820Z","shell.execute_reply.started":"2021-06-08T23:23:18.575022Z","shell.execute_reply":"2021-06-08T23:23:18.578897Z"},"trusted":true},"execution_count":38,"outputs":[]},{"cell_type":"code","source":"nMax = ceilingX(20)\nprint(nMax)","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:23:19.927053Z","iopub.execute_input":"2021-06-08T23:23:19.927416Z","iopub.status.idle":"2021-06-08T23:23:19.932529Z","shell.execute_reply.started":"2021-06-08T23:23:19.927382Z","shell.execute_reply":"2021-06-08T23:23:19.931504Z"},"trusted":true},"execution_count":39,"outputs":[{"name":"stdout","text":"33\n","output_type":"stream"}]},{"cell_type":"markdown","source":"### 13 - Observe este fato comentado no item 12 plotando |cn| × n para uma partícula dielétrica (μr = 1) com índice de refração relativo ao meio externo M = 1,57 – i0,038 e parâmetro de tamanho fixo em x = 20. O eixo horizontal é n e varia de 1 a 60, embora haverá valores de |cn| apenas para n inteiro","metadata":{}},{"cell_type":"code","source":"u_r = 1\nm = 1.57 - 0.038j\nx = 20 # x = ka\nn = list(range(1, 61))\n\nresults = []\n\nfor i in n:\n cn = varC_n(u_r, m, x, i)\n results.append(abs(cn))\n\nPlotOneGraphic ('|c_n| x n', \"\", 'b.', results, n, -0.02, 0.73, 'n', '|c_n|')\nPlotOneGraphic ('|c_n| x n', \"\", 'b', results, n, -0.02, 0.73, 'n', '|c_n|')","metadata":{"execution":{"iopub.status.busy":"2021-06-08T23:23:49.101383Z","iopub.execute_input":"2021-06-08T23:23:49.101822Z","iopub.status.idle":"2021-06-08T23:23:49.711842Z","shell.execute_reply.started":"2021-06-08T23:23:49.101780Z","shell.execute_reply":"2021-06-08T23:23:49.710891Z"},"trusted":true},"execution_count":40,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}},{"output_type":"display_data","data":{"text/plain":"<Figure size 720x360 with 1 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\n"},"metadata":{"needs_background":"light"}}]}]}
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