{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Slider Example\n", "This example will allow the user to use sliders to interact with the ISR spectra. Currently this notebook creates two images. The first is a dual plot of the ACF and Power spectra expected for 100% O+ ionosphere and k = 18.5 with ion and electron temperature from the sliders. The second image is an image of the spectra that varies over wave number and an ion temperature derived from the sliders." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib as mpl\n", "import scipy.fftpack as scfft\n", "import scipy.constants as spconst\n", "\n", "import matplotlib.pylab as plt\n", "import seaborn as sns\n", "sns.set_style(\"white\")\n", "sns.set_context(\"notebook\")\n", "#\n", "from ISRSpectrum import Specinit\n", "import ipywidgets \n", "from IPython.display import display\n", "#%matplotlib inline\n", "#%matplotlib notebook\n", "%matplotlib widget\n", "def plot1dspec(Ti,Tr):\n", " \"\"\"Plot an IS spectra and ACF given ion and electron temperatures.\n", " Will plot a spectra and ACF over a sampling rate of 50 kHz 256 samples with a center frequency of 440 MHz\n", " \n", " Parameters\n", " ----------\n", " Ti : float\n", " Ion temperture in degrees K.\n", " Tr : float\n", " Ratio of electron temperature over ion temperature.\n", " \"\"\"\n", "\n", " Te= Tr*Ti\n", " databloc = np.array([[1e11, Ti], [1e11,Te]])\n", " \n", " # Select Number of points and sampling frequency in the spectra\n", " nspec=256\n", " spfreq=50e3\n", " cfreq = 440e6\n", " kvec = 4*spconst.pi*cfreq/spconst.c\n", " ISpec_ion = Specinit(centerFrequency=cfreq, nspec=nspec, sampfreq=spfreq,dFlag=True)\n", " \n", " species=['O+','e-']\n", " ylim=[0,1.4]\n", " ylim2=[-.5,1.4]\n", " flims=np.array([3.03e6,3.034e6])\n", " \n", " \n", " fion,ionline= ISpec_ion.getspecsep(databloc,species)\n", " \n", " acf=scfft.ifft(scfft.ifftshift(ionline)).real\n", " tau=scfft.ifftshift(np.arange(-np.ceil((float(nspec)-1)/2),np.floor((float(nspec)-1)/2)+1))/spfreq\n", " \n", " \n", "\n", " if 'fig' in locals():\n", " fig.close()\n", " del fig\n", " del ax\n", " \n", " fig,ax = plt.subplots(1,2,sharey=False,facecolor='w')\n", " \n", "\n", " l1=ax[0].plot(fion*1e-3,ionline/ionline.max(),'-',lw=3)[0]\n", " sns.despine()\n", "\n", " ax[0].set_xlim([-15,15])\n", " ax[0].spines['right'].set_visible(False)\n", "\n", " ax[0].set_xlabel('Frequency (kHz)',fontsize=14)\n", " kstr = '{:0.1f}'.format(kvec)\n", " ax[0].set_title('Spectra K={:0.1f}'.format(kvec),fontsize=18)\n", " ax[0].set_ylabel('Normalized Magnitude',fontsize=14)\n", " \n", " ax[0].set_ylim(ylim)\n", " \n", " \n", " \n", " l1=ax[1].plot(tau[:64]*1e6,acf[:64]/acf[0],'-',lw=3)[0]\n", " sns.despine()\n", "\n", " ax[1].set_xlim([0,480])\n", " ax[1].spines['right'].set_visible(False)\n", "\n", " ax[1].set_xlabel('Lag in Microseconds ',fontsize=14)\n", " ax[1].set_title('ACF K={:0.1f}'.format(kvec),fontsize=18)\n", " ax[1].set_ylabel('Normalized Magnitude',fontsize=14)\n", " \n", " ax[1].set_ylim(ylim2)\n", " plt.tight_layout()\n", " plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ACF and Spectra\n", "This will show a plot of the spectra and ACF with sliders for the electron and ion temperatures. The frequency of the radar is 440 MHz carrier frequency (UHF)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d7713b9ca7ab4915a5fb4be5c4270de5", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(FloatSlider(value=1000.0, continuous_update=False, description='Ti in K:', max=5000.0, m…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "slideTi = ipywidgets.FloatSlider(\n", " value=1000.,\n", " min=500.,\n", " max=5000.,\n", " step=500.,\n", " description='Ti in K:',\n", " disabled=False,\n", " continuous_update=False,\n", " orientation='horizontal',\n", " readout=True,\n", " readout_format='.1f',\n", " slider_color='white'\n", ")\n", "slideTr = ipywidgets.FloatSlider(\n", " value=1.,\n", " min=1.,\n", " max=8.,\n", " step=0.25,\n", " description='Tr: ',\n", " disabled=False,\n", " continuous_update=False,\n", " orientation='horizontal',\n", " readout=True,\n", " readout_format='.1f',\n", " slider_color='white'\n", ")\n", "\n", "%matplotlib inline\n", "w=ipywidgets.interactive(plot1dspec,Ti=slideTi,Tr=slideTr)\n", "output = w.children[-1]\n", "output.layout.height = '800px'\n", "output.layout.width= '100%'\n", "display(w)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spectra Image Varying by Wave Number\n", "A plot will be created showing how the IS spectra will vary with wave number using the ion temperature from the slider." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "cb32db0cc42b4d1590a476f26138ef43", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(FloatSlider(value=1000.0, continuous_update=False, description='Ti in K:', max=5000.0, m…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "slide1 = ipywidgets.FloatSlider(\n", " value=1000.,\n", " min=500.,\n", " max=5000.,\n", " step=500.,\n", " description='Ti in K:',\n", " disabled=False,\n", " continuous_update=False,\n", " orientation='horizontal',\n", " readout=True,\n", " readout_format='.1f',\n", " slider_color='white'\n", ")\n", "\n", "def plot2dspec(Ti):\n", " \"\"\"Create a 2-D plot of spectra from wave number and frequency.\n", " \n", " Parameters\n", " ----------\n", " Ti : float\n", " Ion temperture in degrees K.\n", " \"\"\"\n", " databloc = np.array([[1e11,Ti],[1e11,2.5e3]])\n", " species=['O+','e-']\n", " newcentfreq = 449e6 +np.linspace(-200,550,250)*1e6\n", " k_all= 2*2*np.pi*newcentfreq/spconst.c\n", " k_lims=np.array([k_all.min(),k_all.max()])\n", " freq_lims=np.array([newcentfreq.min(),newcentfreq.max()])\n", " oution = []\n", " for i,if_0 in enumerate(newcentfreq):\n", " ISpec_ion = Specinit(centerFrequency = if_0, nspec=256, sampfreq=50e3,dFlag=False)\n", " fion,ionline= ISpec_ion.getspecsep(databloc,species)\n", " oution.append(ionline)\n", " oution=np.array(oution)\n", " \n", " \n", " F,K_b=np.meshgrid(fion,k_all)\n", " \n", " fig,ax = plt.subplots(1,1,sharey=True, figsize=(6,4),facecolor='w')\n", " \n", " l1=ax.pcolor(F*1e-3,K_b,oution/oution.max(),cmap='viridis')\n", " cb1 = plt.colorbar(l1, ax=ax)\n", " ax.set_xlim([-25,25])\n", " ax.set_ylim(k_lims)\n", " ax.set_xlabel('Frequency (kHz)',fontsize=14)\n", " ax.set_title(r'$\\langle|n_e(\\mathbf{k},\\omega)|^2\\rangle$',fontsize=18)\n", " ax.set_ylabel(r'$|\\mathbf{k}|$ (rad/m)',fontsize=14)\n", "%matplotlib inline\n", "w = ipywidgets.interactive(plot2dspec, Ti=slide1)\n", "output = w.children[-1]\n", "output.layout.height = '1200px'\n", "display(w)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "04253d58f09c4f9ca9143e4d68c0efcf": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "1cbdb00346354f27b5a687260838d184": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatSliderModel", "state": { "behavior": "drag-tap", "continuous_update": false, "description": "Tr: ", "layout": "IPY_MODEL_04253d58f09c4f9ca9143e4d68c0efcf", "max": 8, "min": 1, "readout_format": ".1f", "step": 0.25, "style": "IPY_MODEL_e2fa616c471f440b83d1ddb8f9316415", "value": 2 } }, "227108ed42084a9ea8f3092cb03ec24b": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "2aa8943bcd394758acd3ea75be06c481": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "3a8a62d3d7cf4d55ae0ed6d51d41684f": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_f3ab0ff674a046ecb66bd09bab45fe4f", "outputs": [ { "data": { "image/png": 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", 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"layout": "IPY_MODEL_9e1d8460d0e247cc95d7b5f8f03fcb18", "outputs": [ { "name": "stdout", "output_type": "stream", "text": "Calculating Gordeyev int for electons\n\t No collisions No magnetic field,again\nCalculating Gordeyev int for ion species #0\n\t No collisions No magnetic field,again\n" }, { "data": { "image/png": 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07ciRI/jggw/w33//YcqUKbhw4QLu3buHgwcP4pVXXsHRo0cxcuTIOiUSnj9/PrKzszFt2jT4+PhosPaEaF5lgtbevXsrrBSt/IL65MkTREZGysurrsp8WYLsumjTpg06dOhQ7U9dhwor7d69G1KpFGPHjpWv2Lx48WKtV61r07fffotZs2YhOzsbS5cuxbVr13D79m38/vvvcHd3x7p16zBu3LhaJxIuKirCnDlzwOfzER4erpGFGYaC5rzpmVatWqFVq1aYMmUKSktLcfPmTVy6dAmHDx9GdnY2kpOTMW3aNPnKqKpqShjp5+eH1NRUeRb+yg/48vJyvP/++9VeZ2JiAplMhsePH6Ndu3ZISkoCADRr1qzaeQZNmjSp7cuVs7W1rXHegrm5ORITE3H//n0kJycjJSUFjx49QmxsLEQiEQCovGQ/JCQE69evh6WlJWbMmIHw8HCcO3cOW7duxdixY5Ves27dOpw/f77Wz/HNN9/UuBjlZfLz87FgwQJIJBKEhYVhwoQJ8sdat26NNWvW4LPPPsPZs2excOHCWiXZPXz4ME6ePImgoCCMGzdO5boRog8ePXokX4lfdSShUr9+/WBpaYmSkhLs2rULXbp0AVDR9giFQohEIrX2uGsyz9v48eMxa9YsABUL3c6cOYOVK1ciODi42s+BqVOnIisrq9bPsWvXrnrV8cqVK9izZw/4fD7Wrl3LWijSs2dPBAYGYujQobh79y42b96MKVOmvPSe4eHhePr0KSZMmKB04UlDQsGbHrOwsEC3bt3QrVs3TJs2DV9//TWOHz+O27dv48GDBwo7LXAn4VZlaWkJ4MUQQeW2JGKxGDdv3nxpXSqvy8vLY91PXWr6BnXnzh0sX74cV69eZZU7ODigV69eePjwocrbbnXq1Am///67PHAcO3Ys/v33X1y5cgXLli1DcHCw0qArMTGxVu9bpfpuA3Pp0iUUFRXB0tJSaaDF4/EwdepUnD17FlevXkVGRkaNk5MzMjKwePFimJubIzw8XD5kTIih2rdvn/z/P/300xrPPXPmDJ4/fw5nZ2cAFV9GY2Ji6tRrnZCQADc3N43sYFCTjz76SB64AcCiRYtw584dPH/+HDNnzsTBgweV7iRx//79Oq02ra/KaTPdu3dXGmjZ2dnhgw8+QHh4OI4dO/bS4O38+fPYt28ffHx8MG3aNE1U2aBQ8KZj3377LSIjIzF06NAaGxxzc3MsXLgQJ0+eRHl5OZ48eaIQvJWUlFR7fWW3dOUKysqhgoCAgDrtBVd5XXFxca2vqY+EhAR88MEHKCsrQ4sWLfD222/D398fPj4+8uBk5MiRKgdvXbp0YfX48Xg8LFmyBG+++Sby8/Mxffp0HDhwQKGBXrJkCZYsWaL6C6ujykbX29u72nlpVYc9U1NTawzeLl++LN/aZsCAAdWed/DgQXlKFG7qAEL0RXl5OY4cOQKgoietugS1DMMgMzMT5eXl2LdvHz755BMAFfPTYmJiEBUVBalUWqu5n5999hlSU1MxYcIETJ8+XX0v5iW4KTccHR2xaNEifPLJJ0hOTsb8+fOxYsUKhevOnj2rpRpWqMzdVtOWgpUZBWoTVFYGgwkJCawccVxz5szBnDlzEBISYtTb/FHwpmMikQhJSUk4ffr0S78tWltbw8rKCnl5eUon1tb0rTEmJgbAiz+WZs2aAajoQZJIJKx8c5UYhkFUVBTc3Nzg4eEBgUAgvy4pKQkikUhpj9muXbvwzz//oEePHhg/fnyNr+lltm7dirKyMjRv3hz79u1T2iire9stNzc3zJ8/HzNmzEBiYiIWLlwoX/ShK5XfpLOyssAwjHyRSFU5OTkK51fHycmpxlQnSUlJyM7OhpOTk0Z2lyBEnc6fP4/s7GwAwKZNm2r8cB88eDDi4uKwd+9e+U4lAwcOxNq1a5GXl4e9e/e+NAHtf//9J5+CUlNCX2159dVXMWLECOzZswfHjh1D165d8fbbb+u0TlXbrOpU/s5q03v5svRMlemovL294ejoqNP8e9pAYyU6Vjk34/79+y/tAbt06RLy8vJgb2+vdDeGCxcuKP1DOXfuHNLS0iAQCORbxQQHB8PGxgbFxcXVPu/Ro0cxduxYvP766/JFEh07doSlpSXEYjGOHj2qcI1MJsO+fftw5coVVk9gZbBR1xVRld/IfHx8lAZuly9fln/Dq+tKy5oMGjQIb7zxBoCKLV4qc9rpSmWC36ysLPmiE67KYSNnZ+eX5mrr1asXdu3aVe1Pz549AVTMTaksI0RfVf7b9/X1rTFwAyp66oGKtuXChQsAKr7UDh8+HADw888/y7/sKpOTk4MFCxYAqNg5oLoFX9o2e/Zs+S4rixYtwuPHj3Van8o5hefOnVP6BZthGPlnT+W5Nfnkk09qbLMqc6B+/PHH2LVrF7755hs1vhr9Q8GbjnXr1k2+pH3evHlYvHixwhCgSCTC/v375cuip02bpvSbSklJCT777DP5liRAxbLqypWTkyZNkqfisLS0xKRJkwAAixcvxv79+1kT/k+fPi1Povj666/LFyFYW1vLdz0IDw9ndcWXlZVh8eLFuH//PqytrVmrTSvnyNV1zkVlT9/ly5dx/fp1eblEIsGxY8dYwxVlZWV1uvfLzJ8/X74ibMGCBfLFGrrg4+MjDybnzJnDet9lMhl27tyJtWvXAqjYiaPqHLbCwkIkJCQgISGhzsvyCdF3WVlZuHjxIgDUqrfprbfekrdHVdOGzJw5Ey1atEBeXh5GjRqFLVu2sFZBMgyDCxcuYOTIkUhMTISVlRWWL1+uN/NFLS0tsXTpUpiamqKkpATTp0+HWCzWWX2GDh2Kxo0bo6SkBB9//DFrZKioqEg+ZcjMzExh1CkzMxMJCQnyrSOJIho21QPLly+HpaUlDh06hG3btmHbtm3w8PCAk5MTRCIREhMTIRaLYWZmhpkzZ2LUqFFK7+Pt7Y3o6Gj07dsXvr6+KCkpkXftv/HGG/j4449Z50+cOBEpKSnYu3cvvv76ayxbtgxeXl7IyMhAZmYmAKBDhw5YtGgR67rPP/8cT548wV9//YVPP/0U7u7ucHR0RGJiIoqLi2Fubo6ffvqJtbVU69atERcXhw0bNuDChQvo168fPvvss5e+Nx999BGOHTuG3NxcvP/++/D29oaVlRVSU1ORn58PS0tLBAUF4datW9WmUFGVra0twsPDMW7cOBQXF2P69OnYvXu3zjZA/v777/H8+XNERkbi008/hYuLC1xdXZGamipfJTdhwgR5z0KlU6dOyQP4M2fOaGwFHCG6cOjQIUgkEpiZmSldZcplbW2NwYMHY8+ePTh//jyePXsGDw8P2NraYteuXZg8eTKioqIQHh6O5cuXw9PTEzY2NkhJSZEv2GrSpAl+/vlnvduNJDAwEJ988glWrVqFmJgYLF26FPPmzdNJXYRCIdavX4+JEyciOjoab7zxhrz9TkhIQFlZGczNzbF06VKFFFc//fQTDh48CE9PT63P1TMU+vGVoYGr3E/yzz//xEcffYSAgACIxWLExMQgPT0dzZo1w/jx43HkyBF5b5kybdu2xa5du9C1a1ckJSUhNzcXISEhWLlyJVasWKEQdPB4PHz//ffYuHEj+vXrB1NTU0RHR6O4uBjt27fHvHnzsHXrVoWVpaampli5ciVWrlyJbt26obS0FLGxsbC2tsawYcNw6NAh9OrVi3XNV199hf79+8PCwgKPHz9GQkJCrd4bDw8PHDlyBO+99x68vb2RlpaGJ0+ewNnZGWPGjMGRI0fkPZJRUVE1LtpQRWhoqLyn8cGDB0onAmuLpaUlNm3ahB9++AEhISEoKytDdHQ0TE1N0b9/f2zbtk1hKzNCjF3lgprevXvXOslu5Zw2mUwm39cUqPjCtnXrVqxZswZvvPEGPDw8kJGRgejoaJiYmKBbt25YsGABjh07prBgTF98+umn8nQh27dvx5kzZ3RWFx8fHxw6dAhTpkxBq1atkJmZifj4eLi4uGDkyJE4cuSIStv5EYDH6GtaZlJrlZukDx48GMuXL9d1dQghhBCiQdTzRgghhBBiQCh4I4QQQggxIHobvK1ZswZjxoyp9flHjx6VbwFFCCGEEGKs9DJ427JlCyIiImp9/tOnT+V5dwghhBBCjJleLVjIyMjA3LlzcePGDbi5ucHZ2fml21vIZDKMHj0aZmZmiIyMpFQIhBBCCDFqetXz9uDBA9jZ2eHIkSNKdxBQZt26dSgvL1fIYUYIIYQQYoz0Kklv79695ds31cbdu3exadMm7Nu3Ty37W44ePRoAsGPHjnrfixBCDAm1f4QYDr0K3uqipKQEX375Jb788kt4e3urJXiruq0UIYQ0JNT+EWI49GrYtC4WLVoEb29vha2ACCGEEEKMmcH2vO3fvx8CgQBBQUEAAKlUCqBiD88333wTCxcu1GX1CCGEEEI0wmCDt5MnT7KO79y5g7CwMPz222/w8fHRUa0IIYQQQjTLYII3qVSKnJwc2NjYwNzcHE2bNmU9np6eDqBiI3MnJyddVJEQQgghROMMZs5bWloaunfvjhMnTui6KoQQQgghOqNXSXp1rU+fPgCAM2fO6LgmhBCiXdT+EWI4DKbnjRBCCCGEUPBGCCGEEGJQKHgjhBBCCDEgFLwRQgghhBgQCt4IIYQQQgwIBW+EEEIIIQaEgjdCCCGEEANCwRshhBBCiAGh4I0QQgghxIBQ8EYIIYQQYkAoeCOEEEIIMSAUvBFCCCGEGBAK3gghhBBCDAgFb4QQQgghBoSCN0IIIYQQA0LBGyGEEEKIAaHgjRBCCCHEgFDwRgghWrRmzRqMGTOmxnPi4+MxadIkdO7cGaGhoZg6dSqePXvGOqd3797w8/Nj/Xz55ZearDohRE+Y6roChBDSUGzZsgUREREIDg6u9pzc3FyMGzcOwcHB2LFjB0QiEX788UdMmDABBw8ehFAoRFFREZ49e4b169cjICBAfq25ubk2XgYhRMcoeCOEEA3LyMjA3LlzcePGDTRr1qzGc0+fPo3S0lIsWbIEQqEQALBs2TL06tULN2/eRGhoKOLi4sAwDDp06ABbW1ttvARCiB6hYVNCCNGwBw8ewM7ODkeOHEFgYGCN54aGhmL16tXywK2q/Px8AEBsbCwaNWpEgRshDRT1vBFCiIb17t0bvXv3rtW5Xl5e8PLyYpWtX78eQqFQPtwaFxcHS0tLTJkyBbdu3YKjoyOGDRuGDz74AHw+fScnxNjRXzkhhOixbdu2YefOnZgxYwacnJwAVCxoKCwsxMCBA7Fx40aMGDECv/zyC3799Vcd15YQog3U80YIIXqIYRj88ssvWLt2LT7++GN8+OGH8sc2b94MkUgEa2trAICfnx+Ki4uxdu1aTJkyhXrfCDFyFLwRQoieKS8vx5w5c3Ds2DHMmjUL48ePZz1uZmYGMzMzVpmvry9KSkqQn58PBwcHbVaXEKJl9PWMEEL0zKxZs/D3339jxYoVCoGbTCZD7969sXbtWlb5vXv34OzsTIEbIQ0A9bwRQogOSaVS5OTkwMbGBubm5jhw4ABOnDiBWbNmISQkBFlZWfJzK8/p378/NmzYAG9vbwQEBODKlSvYsGED5s6dq8NXQgjRFgreCCFEh9LS0tCnTx+Eh4dj2LBhOHbsGABg6dKlWLp0KevcynNmzpwJW1tbrFixAunp6fDy8sLcuXMxfPhwXbwEQoiW8RiGYXRdCX3Rp08fAMCZM2d0XBNCCNEuav8IMRw0540QQgghxIBQ8EYIIYQQYkAoeCOEEEIIMSAUvBFCCCGEGBAK3gghhBBCDAgFb4QQQgghBoSCN0IIIYQQA0LBGyGEEEKIAaHgjRBCCCHEgFDwRgghhBBiQCh4I4QQQggxIHobvK1ZswZjxoyp8Zz4+HhMmjQJnTt3RmhoKKZOnYpnz55pqYaEEEIIIdqnl8Hbli1bEBERUeM5ubm5GDduHKysrLBjxw78/vvvyM3NxYQJEyASibRUU0IIIYQQ7TLVdQWqysjIwNy5c3Hjxg00a9asxnNPnz6N0tJSLFmyBEKhEACwbNky9OrVCzdv3kRoaKg2qkwIIYQQolV61fP24MED2NnZ4ciRIwgMDKzx3NDQUKxevVoeuFWVn5+vqSoSQgghhOiUXvW89e7dG717967VuV5eXvDy8mKVrV+/HkKhEMHBwZqoHiGEEEKIzulVz1t9bNu2DTt37sSMGTPg5OSk6+oQQgghhGiEXvW8qYJhGPzyyy9Yu3YtPv74Y3z44Ye6rhIhhBBCiMYYdPBWXl6OOXPm4NixY5g1axbGjx+v6yoRQgghhGiUQQdvs2bNwqlTp7BixQoMGjRI19UhhBBCCNE4gwnepFIpcnJyYGNjA3Nzcxw4cAAnTpzArFmzEBISgqysLPm5lecQQgghhBgbg1mwkJaWhu7du+PEiRMAgGPHjgEAli5diu7du7N+Ks8hhBBCCDE2PIZhGF1XQl/06dMHAHDmzBkd14QQQrSL2j9CDIfB9LwRQgghhBAK3gghhBBCDAoFb4QQQgghBoSCN0IIIYQQA0LBGyGEEEKIAaHgjRBCCCHEgFDwRgghhBBiQCh4I4QQQggxIBS8EUIIIYQYEAreCCGEEEIMCAVvhBBCCCEGhII3QgghhBADQsEbIYQQQogBoeCNEEK0aM2aNRgzZkyN5+Tm5mLmzJkIDg5GcHAwvvnmG5SUlLDO+euvvzBw4EC0bdsWgwcPxoULFzRZbUKIHqHgjRBCtGTLli2IiIh46XlTp05FSkqK/PzLly9jwYIF8scjIyMRFhaGUaNG4dChQ+jevTs+//xzJCQkaLL6hBA9QcEbIYRoWEZGBiZMmIBffvkFzZo1q/HcW7du4erVqwgPD0dAQABCQ0OxcOFCHD58GBkZGQCA33//Hf369cPo0aPh4+ODr776CgEBAdi6das2Xg4hRMcoeCOEEA178OAB7OzscOTIEQQGBtZ47vXr19GoUSP4+PjIy0JCQsDj8XDjxg3IZDLcvHkTXbp0YV3XuXNnXL9+vV71FElk9bqeEKIdprquACGEGLvevXujd+/etTo3IyMD7u7urDKBQAB7e3ukpaWhoKAAJSUlcHNzY53j4uKCtLS0etUzs6AMh249xZAgz3rdhxCiWdTzRggheqS0tBQCgUChXCgUQiQSoaysDAAUzql8vL5+Ph0HhmHqfR9CiOZQ8EYIIXrE3NwcYrFYoVwkEsHS0hJCoRAAFM4RiUSwsLCo9/MnZpfgYVpBve9DCNEcCt4IIUSPuLm5ITMzk1UmFouRl5cHV1dX2Nvbw9LSUuGczMxMhaFUVR2/W7/hV0KIZlHwRggheiQ4OBjp6elISkqSl0VFRQEAOnToAB6Phw4dOuDq1aus66KiotCxY0e11OHEvTQaOiVEj1HwRgghOiSVSpGVlSWfyxYYGIgOHTpg+vTpuHv3LiIjIzF//nwMGTIErq6uAIBx48bh+PHj2Lx5MxISErB06VJER0dj7NixaqkTDZ0Sot8oeCOEEB1KS0tD9+7dceLECQAAj8fDqlWr4OXlhbFjx+KLL75Az5498d1338mv6d69O3744Qfs2rULQ4cORWRkJNatW8dKL1JfNHRKiP7iMdQ3LtenTx8AwJkzZ3RcE0II0a4+ffogJacE4v7zAADeTpY49+Ur4PF4Oq4ZIYSLet4IIYQooKFTQvQXBW+EEEIAACZ8di8bDZ0Sop8oeCOEEAIAsBSwN92hVaeE6Kd6B2+lpaV48uQJSktLIZPRvniEEP1H7ZZylgIT1jENnRKin1QO3lJSUvDxxx8jODgYAwcOxO3bt3H16lUMHjwYN27cUGcdCSFELajdqpnAlA8vB/YuDTR0Soj+USl4S0tLw/Dhw3HlyhV06NBBXi6TyfDkyRNMmDABMTExaqskIYTUF7VbtTOorTvrmIZOCdE/KgVvEREREIlEOHjwIH7++Wf5H3bXrl2xb98+CAQCrF27Vq0VJYSQ+qB2q3YGcoI3GjolRP+oFLxdvHgR7733Hnx8fBRyAPn7+2PkyJG4ffu2OupHCCFqQe1W7bTzsqOhU0L0nErBW15eHpo2bVrt4x4eHsjNzVW5UoQQom7UbtUOj8ejoVNC9JxKwZubmxsePXpU7eO3b9+Gi4uLypUihBB1o3ar9mjolBD9plLw1q9fP/z555+4e/euvKxyGOLEiRM4cuQIXn31VfXUkBBC1IDardpTNnR64h4NnRKiL1Ta27SwsBDDhw9HSkoKfHx8EBcXh44dOyI/Px+PHj2Cm5sb9u/fD0dHR03UWWNob1NCjJextlvqwm3/wk9EY/2Fx/LHaa9TQvSHSj1vNjY22LNnD959912kp6eDYRhcv34dT58+xeDBg7Fnz54G2wASQvQTtVt1Q0OnhOgvlXreuHJyciCTyeDo6Ag+33B33KKeN0IaDmNpt9SF2/4xDIMeS88hNbdUfs7nr/ogrL+/TupHCHlBLS2Wo6MjnJ2dqQEkhBgMardqpmzV6fG7tOqUEH1g+vJTgA8++KDON+bxeNi6dWudryOEEHWgdqv+BrZ1Z817qxw6DfCw02GtCCG1Ct6uXr2qUMbj8cAwDHg8HpydncEwDLKzs8EwDCwsLGBnV78/7jVr1uDKlSvYvn17tefk5uZi0aJFuHDhAgBgwIABmDNnDiwtLev13IQQw6eLdsvYVK46rTp0euJeGgVvhOhYrcYLYmJiWD/79++HpaUlxo8fjytXruDixYu4dOkSrl27hk8//RQ8Hg8//fSTypXasmULIiIiXnre1KlTkZKSIj//8uXLWLBggcrPSwgxHtput4wRDZ0Sop9UmuyxdOlSdOvWDWFhYbC3t5eXW1tbY9q0aejbty+WLl1a5/tmZGRgwoQJ+OWXX9CsWbMaz7116xauXr2K8PBwBAQEIDQ0FAsXLsThw4eRkZFR5+cmhBg3TbVbxo5WnRKif1QK3u7cuYPQ0NBqHw8KCkJ0dHSd7/vgwQPY2dnhyJEjCAwMrPHc69evo1GjRvDx8ZGXhYSEgMfj4caNG3V+bvJymQVlmLn3Dvr9dB6rz1WfqZ4o99+j5xi25jJGrL+CyMfZuq5Og6OpdsvYUcJeQvSPynne4uPjq338zp07KuVL6t27N1asWIHGjRu/9NyMjAy4u7O/EQoEAtjb2yMtjRoWdYtOK8Cbqy5j/81UxGcWYdk/sTh295muq2UwsotEmLT9Bm4m5yHqSQ7e3xCFXVeTdV2tBkVT7Zaxo6FTQvSPSsHbq6++ir1792Lfvn2sP2CJRIKNGzfi8OHDeP3119VWSWVKS0shEAgUyoVCIUQikUafu6ERS2SYsusW0gvKWOXrzidQA15LOyKTUSSSyI+lMgZzD97Dw2c0/KQt+tBuGSplQ6ePnxfrqDaEkFqtNuWaPn06oqKi8M0332DZsmXw9PQEACQnJ6OoqAgBAQGYMmWKWivKZW5uDrFYrFAuEolotama3UjKxaPMIoXy+08LEPUkB12aO+mgVoajrFyK7ZGJCuUyBth3IxXferTWfqUaIH1otwxVOy87OFkJkF38os19klUMn0bWOqwVIQ2XSj1vDg4OOHjwID7//HO4ubnhyZMnePLkCRo3bowZM2Zg165dsLCwePmN6sHNzQ2ZmZmsMrFYjLy8PLi6umr0uRuae0/zqn1s46Un2quIgTp65xmeFyl+0QBqfm+JeulDu2WoeDwevJ2tWGXJOSU6qg0hRKWeNwCwtLTE5MmTMXnyZHXWp9aCg4OxfPlyJCUloWnTpgCAqKgoAECHDh10UidjdTc1v9rHzsdlQSSRQmhqosUaGZZTD6tf/Xz/aQGkMgYmfNrsWxt03W4ZsiaOlriRlCs/puCNEN0xmH1hpFIpsrKyUFZWMe8qMDAQHTp0wPTp03H37l1ERkZi/vz5GDJkCPW8qdm9p9UHb2KJDPdreLyhYxiG9YHHVVouRUKW4pA0IfqmsSN7OkoKBW+E6IxKPW/+/v7g8WruKeDxeHj48KFKlVImLS0Nffr0QXh4OIYNGwYej4dVq1ZhwYIFGDt2LIRCoXyHBaI++SXlSMquuZG+npiLjk1plZ4yT54Xs+YJKXM3NR++rjZaqlHDpYt2y5g05qQLoZ43QnRHpeAtODhYoUwqleL58+dITk6Gj48PunXrVq+KLVmyhHXs5eWF2NhYVpmTk1OtdmIgqrvLmZMlMOVjaHtP7LmeIi+7lpiLj3tpuWIG4noiu9fNxUaIoCb2+OfBi6HUu6l5eKejl7ar1uBoo90yZk04PW/JOSXyrcYIIdqlUvBW036jN27cwMcff0yNoJHgzndr7W6LUB8nVvB2IymHGvFqXE/KYR0HezuitYctJ3ijYWdtoHarfpo4sYM3kUSGrEIRXGzNdVQjQhoutc9569ixI4YPH441a9ao+9ZEB2LSC1nHbT3t0LGpA6sst6QcCVmU80kZbs9bx6YOaOfF3tQ7Jr2A8uXpGLVbL+dqYw6BCfsjIyWXhk4J0QWNLFho1qyZwhAnMUzp+aWs4+aNrODlYAE3zrftm8nVT8pvqHKLxQqJTIO9HdGMk3KhrFyG/NJybVaNKEHtVs34fB68HGneGyH6QCPBW2RkJCXKNRLcXRXcbM3B4/HQvrE9q5x2ClAUzdm8W2DKh7+7DVxsFIeZuO8z0T5qt15OYd5bdmk1ZxJCNEmlOW+rVq1SWi4SiXD//n1ERkZi6NCh9aoY0T2GYZBRwN5qrHJ+Syt3W/z9IF1ezg1UCPCQ8574ulrD7P/DTtxs9RkFIvi7abV6DQ61W/WnbNECIUT71Bq8VQoODsaXX36pUoWI/sgrKYdYImOVudlVBm/s1BYx6YW0aIGDO1+wlZut/P9dbc3ZwVs+9bxpGrVb9ccN3ijXGyG6oVLwtm3bNqXlJiYmcHFxQePGjetVKaIflA3ludgIAVT0vFWVX1qOtPwyeNjT9kKVuL2RVd8zNztzVs8cDZtqHrVb9cdN1Es9b4TohkrBm5eXFxwdHWFurnyJeEFBAR4+fIguXbrUq3JEtzI4AYWztUA+7OflYAEboSkKRRL549FpBRS8/V+5VIb4DPbOCVWDN1dbIesx7ntN1I/arfrj9rylF5ShrFwKczPaHo8QbVJpwUKfPn1w+vTpah8/efIkPv30U5UrRfQDN6BwrbLClMfjwZ8zdErz3l548rwYYil7yLnqULMrZ7UuBW+ap8t2SyaTISIiAj169EBgYCA++ugjJCUlKT33119/hZ+fn9KfqjvI9O7dW+FxTQ/7cnveACA1lxYtEKJttep5S01NxaFDh+THDMPg5MmTSExMVDiXYRicPXsWZmZm6qoj0ZH0fPZiBW56kFbutrhWJY9ZNGeOV0PGDWTd7cxhbymQH3PfSxo2VT99arfWrFmD3bt3Izw8HK6urli2bBkmTpyIY8eOQSAQsM796KOPMHLkSFbZvn37sG7dOowdOxYAUFRUhGfPnmH9+vUICAiQn1ddr6K6WAtNFRbbpOSUoIWLtUaflxDCVqvgzcPDAydPnkRcXByAil6XkydP4uTJk9VeM27cOPXUkOgMN6DgZlLnznujnrcXotM4ixU47xW3540bKJP605d2SywWY9OmTQgLC0OvXhX7yK1cuRI9evTAqVOnMGjQINb5VlZWsLJ6kQswOTkZ69evx+zZs+Hv7w8AiIuLA8Mw6NChA2xt2f+2NK2xoyUreKN5b4RoX62CNz6fj/Xr1yMlJQUMw2Ds2LH45JNP0LVrV6XnOjs7w9vbW911JVqWqSTHW1X+buxh06TsEpr/8n/xGezgzY/zXnGDt+xiEcqlMvmcQlJ/+tJuxcTEoLi4mDWXztbWFq1bt8a1a9cUgjeuJUuWoGXLlhgxYoS8LDY2Fo0aNdJ64AZUzHu7nZInP6bgjRDtq/WCBXd3d7i7uwMAJk+ejNdeew2+vr4aqxjRPYUEvXbsSfYtXdkBiVTG4HFWMVp7aP8DRd/EZ7IXK/i6soeVKlOuVGIYIKtQRAs+1Ewf2q309HR5XapycXFBWlpajdfeu3cPZ86cwdatW8Hnvwjs4+LiYGlpiSlTpuDWrVtwdHTEsGHD8MEHH7DO0wTK9UaI7qm02nTy5MnqrgfRQ9xJ9NxhU2uhKTztLfA078WE5fjMwgYfvJWKpQp7PrZ0YQe6DpZmEJjwWYsa0gso1Yom6ardKi2t+Pvgzm0TCoXIz8+v8dotW7YgMDBQYQVsfHw8CgsLMXDgQEyePBnXr1/H8uXLkZ+fj2nTpqn3BXBQrjdCdK9WwdsHH3yATz/9FKGhofLjl+HxeNi6dWv9akd0plwqw/MiMauMO2wKVPQoVQ3e4jJo0UJCVhGq7jPP4wE+jdg9bzweDy62QtZKPe4wNakffWm3KhcRiMVi1oICkUgEC4vqg/WSkhKcOnUK8+fPV3hs8+bNEIlEsLau+Hfl5+eH4uJirF27FlOmTNFo75uyXG+UoJsQ7apV8Hb16lW8++67rOOXoT9kw5ZVqDiBnjtPCwB8XW1wLjZLfhybXqRwTkMTn8kOYBs7WMJCoDgP0M3WnBW8cbciI/WjL+1W5XBpZmYmmjRpIi/PzMyUL0BQ5uLFi5DJZOjXr5/CY2ZmZgorY319fVFSUoL8/Hw4ODioqfaKmjixg7cSsRTZxWI4WwuruYIQom61Ct5iYmJqPCbGJ7eE3etmwufBwVIxjQJ33hs3cGmIuMl5W1aTRsHJmj2Mxn3PSf3oS7vl7+8Pa2trREVFyYO3yoTAo0ePrva6GzduICAgQGFRgkwmQ9++ffHuu++y8tLdu3cPzs7OGg3cgIovHWYmPJRLX3QvJ+eUUPBGiBapNOeNGL+8knLWsZ2FmdJeCT9O8JacU4JSsVRpT1NDEccJ3lq4Kg/e7C3YwRv3PSfGQSAQYPTo0Vi+fDkcHR3h6emJZcuWwc3NDf369YNUKkVOTg5sbGxYw6oxMTFKF1fw+Xz0798fGzZsgLe3NwICAnDlyhVs2LABc+fO1fjrMeHz4OVgiSfPi+VlKTkl6NBEs0EjIeQFlYM3hmEQGRmJrKwsyGQypecMGTJE1dsTHeMGEvYWypOXtnCxBo8H+RwvhgEeZRahrZedpquotx5xeh99OYsVKtlzejLzqOdN43TVbk2dOhUSiQTz5s1DWVkZgoODsXHjRggEAqSmpqJPnz4IDw/HsGHD5Nc8f/4cgYGBSu83c+ZM2NraYsWKFUhPT4eXlxfmzp2L4cOHq73uyng5WCgEb4QQ7VEpeEtKSsLEiRORkpKi9PHKyasUvBmuvFJ2IGGnZMgUACwEJmjsYMlKFxCXUdhgg7eycqlC6oSW1fS8cd/TvFLqedMkXbZbJiYmCAsLQ1hYmMJjXl5eiI2NVSg/ceJEtfczNTXFp59+qrNtCCldCCG6pVLwtnz5cqSkpODtt99G27ZtFZbAE8NX2543oGLRAit4a8Dz3hKyiiBj2GXclaaVaNhUu6jdUh8K3gjRLZWCt8jISLz33nv49ttv1V0foifyOb1AVffl5PJ1tcbp6Az5cVwD3uP0ESc5r6e9BayEyv/MuMOm3PecqBe1W+qjmOuNNqcnRJtUSgYkkUjQqlUrddeF6BHu/CtuoFGVL2fRAnfCfkPCXWnK3VmhKprzpl3UbqkPN9fbs/xSiCXK5xASQtRPpeAtICAADx48UHddiB5RHDatqeeNHbw9zStFkUiikXrpO26qFG4qlaq472l+aTlk3DFXojbUbqkPN9cbw4CVrJsQolkqBW9Tp07F4cOH8c8//4Bh6MPGGHEnz9fU89a8kRX4nCwi3I3ZGwpuz1uLanK8AYrvqYwBChto0KsN1G6pj625mcK/X5r3Roj2qDTnbdOmTbCzs8MXX3wBc3NzODg4KOQA4/F4OH36tFoqSbQvn9vzVkPwZm5mAm8nKzyukjogPqMIQQ0s75NIIkVidjGrrLoEvYDy9zS/pBx2NSwOIaqjdku9mjhaIq/kxd6sFLwRoj0q9bzFxcWBz+fD3d1dns2bYRjWT3U5lIhhUEgV8pKAQnHeW8PreXvyvFhhpWlNw6YWZiYQmLD/BLnvO1EfarfUizvvjXK9EaI9KvW8nT17Vt31IHqEYRjkKvS81ZxWwdfVGn9XmU4U2wCDN+5CDQ87c1hXs9IUqOjlsbM0Y+0jy33fifpQu6VeCulCsil4I0RbVOp5I8atrFymsHKspjxvgJI9ThvgitNHnIC1RQ29bpW47yutOCWGgnK9EaI7KvW8zZkzp8bHeTweBAIBnJ2dERQUhG7duqlUOaIbyobuHF7S8+bnxg5U0gvKkF/asOZvxaRzt8Wqfr5bJe77SrneNIfaLfVSzPVWIt+lghCiWSoFb4cPHwbwYr4IF4/Hk5fzeDy8+uqrWLVqFfh86ugzBNw0ITweYGNe8z8VbycrmPJ5kFSZ9BWfUYhO3o4aqaM+4s7z4wa0yihskUXDphpD7ZZ6cYO3QpEEeSXlcLCinSsI0TSVWqWjR4/CxsYGPXr0wK5du3Dt2jXcvXsXhw4dwptvvglzc3OsW7cOu3btwogRI3D27Fls3bpV3XUnGsINIOwszMDn5gLhEJjy0czZilXWkJL1loglSOIMG9UmeFMcNqXgTVOo3VIvdztzmHDaBRo6JUQ7VAreli1bhpYtW2L9+vUICgqCjY0NBAIB/P39sXTpUgQFBWHv3r0ICgrCd999hwEDBuDQoUNqrjrRlHzOsOnL5rtV8nVruCtOH2UWoWpnDo8HtHSpRfCmsDk9zXnTFGq31MvUhA9PewtWGQVvhGiHSsFbVFQUBgwYUO3chj59+iAyMlJ+3KVLFyQnJ6tWQ6J1Cj1vL5nvVsnXpeEGb9z5bk0dLWEhMHnpddxVvNz8ekR9qN1SP1q0QIhuqBS8mZub4/nz59U+npWVxZonIpVKIRDQPAhDobC7Qm173jj7eDakYdO49LrPdwMU8+dx33uiPtRuqR/leiNEN1QK3oKDg7F9+3Y8fPhQ4bHHjx/jjz/+QKdOnQAAMpkMf//9N5o3b16/mhKtUdjXtIbdFariDps+LxIhp7hhDANy89r51SJNCECb02sTtVvqp7DiNJeCN0K0QaXVptOnT0dkZCTeffdd9OjRA82aNYNAIMDjx49x8eJFmJiYYPr06QCA119/HcnJyVi6dKlaK040R9U5b00dLSEw4UMsfZEjLi6jEF2aO6m1fvooVqHnzbZW1ynbnJ5oBrVb6kfDpoTohkrBW7NmzbBnzx4sWbIEly5dwr///gugYnl9aGgo5syZg5YtW+L58+cwMTHBl19+icGDB6uz3kSDCsrYm6Pb1jJ4MzXho3kjK9b8r/gGELzlFouRWWWXBADwc3t5jjcAsLVg/wly33uiPtRuqR83eHuWV4ZyqQxmJpRehRBNUil4AyoawvXr16OoqAjJyckoLy9H06ZNYW9vLz/H2dkZJ06cUEc9iRYVcQKImrZ44vJzs2EFbw1hmyzuaxSY8OHtZFXN2Wzc91YskUEkkUJo+vLFDqTuqN1SL27wJpUxSMsrQxMny2quIISog8rBWyVra2u0bt1aoTw9PR1ubm71vT3RgcIy9tCd9UsS9FaluEG98S9a4K6q9XGxhmktex6UvbdFZRIIrSl40yRqt9TDztIMNuamKKzyhS85p4SCN0I0TOXg7fjx4zh+/DhKSkogk72Y4ySVSlFQUIDHjx/jwYMHNdxBkUwmw6pVq/Dnn3+ioKAAHTt2xPz589G0aVOl52dlZSE8PByXL18GULG0f86cOdT41lORiN3zZmNe+y2uWnK2hIrPKDT6LXO4aUL8a7nSFABslby3RSIJnKyF9a4XUaSJdquha+JoiQfPCuTHNO+NEM1TKXj7448/sGjRItZWMlW3mxEKhXj99dfrfN81a9Zg9+7dCA8Ph6urK5YtW4aJEyfi2LFjSpfsT58+HVKpFJs3bwYALFiwAJ999hkOHDigyssi/1fIGTa1qeOwaVW5JeXIKhLBxcZcLXXTR9w0Idzex5oITfkK24px33+iHppqtxo6Ct4I0T6VZpXu27cP7u7uOH78uDwD+YULF3D+/HmMHj0a5eXlGDlyZJ3uKRaLsWnTJkyZMgW9evWCv78/Vq5ciYyMDJw6dUrh/IKCAly7dg0TJ05E69at0bp1a0yaNAkPHjxAbm6uKi+L/B93ztvL9jWtqrGDJczN2P+s4o146JRhGIU5b3XpeePxeArvLwVvmqGJdoso36CeEKJZKgVviYmJePfdd+Hj4wM/Pz+Ym5vj1q1bcHV1xbx58xAUFIQNGzbU6Z4xMTEoLi5Gly5d5GW2trZo3bo1rl27pnC+UCiEpaUlDh06hKKiIhQVFeHw4cPw9vaGnZ2dKi+LAJDJGBSJOQsW6hC88fk8tHDhJus13kULafllCsEWN9/dy3DfX+6cQ6Iemmi3iGKiXup5I0TzVAreJBIJXFxcAFT0HDRp0gRxcXHyx1977TXExsbW6Z7p6ekAAHd3d1a5i4sL0tLSFM4XCoVYvHgxrl69ik6dOiE4OBi3b9/G77//zsqSTuqmWCxh7dEJ1G3OG6Bs0YLxBm/c/G42QlN42NVtiNhGyH5/uXMOiXpoot0ilOuNEF1QKcpxcXGRB1sA4OXlhfj4ePmxhYUFcnJy6nTP0tJSAFCY2yYUCiESiRTOZxgGsbGxCAoKwh9//IGtW7fC09MTn3/+OYqKjHeYTtOUDdnVJVUIoBi8cSf0G5Po9ALWsa+bTZ0XZyj2vFHwpgmaaLeIYvCWX1pOe/QSomEqBW+hoaHYvXs3YmJiAAD+/v6IioqSN3znz5+Hk1PdErOam1f0VojF7Oz+IpEIFhYWCucfP34cO3fuxLJly9CxY0eEhIRg3bp1ePr0Kfbv36/KyyJQ3utT1+CNO+crJq0QUhlTzdmGrepEbQBo5V63IVMAsOUEb9TzphmaaLcI4GFvAT7n+wptk0WIZqkUvH388ccQiUQYOnQocnJyMHz4cJSVleH111/HwIEDcfbsWfTv379O96wcLs3MzGSVZ2ZmKk39cePGDTRr1gzW1i/mV9nZ2aFZs2ZITEys+4siABTnW1kJTGDCbZlfIsCDPeewtFyKJ8+Nszf0ISd4a+NR9/mW3OC4gOa8aYQm2i0CCEz5cLdjf8GmoVNCNEul4K1x48Y4cOAAxo4dC0dHR7i6umLdunWwtbVFVlYW3nrrLUydOrVO9/T394e1tTWioqLkZQUFBXj48KF8s+iq3N3dkZSUxBpSLS0tRWpqarV54cjLcYfs6rJYoVIjGyFcbdl5yrg9VMagsKwcT54Xs8q4gWttcN9j7mpfoh6aaLdIBZr3Roh2qZyk18vLC7Nnz5Yfh4aGKk3pUVsCgQCjR4/G8uXL4ejoCE9PTyxbtgxubm7o168fpFIpcnJyYGNjA3NzcwwZMgQbN27EF198gWnTpgEAfv75ZwgEAgwbNkzlejR0Cjne6rhYoVIbDztkFLzoRb3/NB9vtfesV930TXQaey6fKZ8H31ruaVoV9z2mOW+ao+52i1Ro4miJK4+z5ccUvBGiWXq1LHPq1Kl45513MG/ePLz33nswMTHBxo0bIRAIkJaWhu7du8v3HHRxccHOnTvBMAzGjh2LcePGwczMDLt27YKtra2OX4nh4s63qut8t0oBnuweKGPseXvwLJ913NLVRqU9SbnvMc15I4aGux0W5XojRLNq9cn8wQcf1PnGPB4PW7durdM1JiYmCAsLQ1hYmMJjXl5eCsv4fXx8sG7dujrXjVSPO+etLgl6qwrwYAfQ95/mG902WfefsgNS7muuLe6CBcrzph7aareIYq43Ct4I0axafTJfvXpV/qHLcJOAVcOYPqQbkvrsrlBVG07PW0GZBKm5pQqNvCHj9ry1UTF4o1QhmkHtlvZw57yl5pZCKmPqvNiJEFI7tfpk9vDwwLNnz+Ds7IwBAwZg0KBBCAoK0nTdiA4UKOxrqtqcNw87czhYmiG3Sr6ne0/zjSZ4KxVLEZ/JXkHLHSquLe57TMGbelC7pT3c4E0iY5CWXwovB+P4eydE39RqztvZs2exZ88eDBo0CKdOncKoUaPQu3dvrFixQp4ziRgHhTlvKva88Xg8tPWyZ5XdSclTsVb658GzfFbuOhM+T+VhU4XVpjTnTS2o3dIeB0szhbmbtGiBEM2p9YKFwMBAzJkzB+fPn8e2bdvQs2dPHDhwAEOHDsWAAQOwatUqPH78WJN1JVqgrjlvANC+sT3r+LYRBW/c1+LragNLgWrvFfc9LhJJaj3MR2pG7ZZ28Hg8mvdGiBaptNo0ODgY3333HS5evIgNGzagY8eO2L59OwYNGoShQ4diw4YNePbsmbrrSrRAXatNAaB9Y/Yw4r2n+Uaz08KdVPZ8N+5rrQvusKlUxqC0XKry/Yhy1G5pVhNHStRLiLbUK1UIn89Ht27dsHjxYly+fBnr1q2Dq6srVqxYgb59+6qrjkSLFPO8qR68teMMm5aIpXiUaRw7LXCHgAM5r7UulA1N07w3zdFFuyWTyRAREYEePXogMDAQH330EZKSkqo9/+DBg/Dz81P4qXrNX3/9hYEDB6Jt27YYPHgwLly4oJG615Ziot5SHdWEEOOnljxvOTk52L9/PzZv3oyLFy+CYRi4urqq49ZEyxRXm6q2YAEAnK2F8HJgfxs3hnlvOcVihV6FQM4QcV0o692k4E3ztNlurVmzBrt378aiRYuwZ88e8Hg8TJw4UWEv50qxsbEICQnBpUuXWD9eXl4AgMjISISFhWHUqFE4dOgQunfvjs8//xwJCQkaqX9t0C4LhGiPyt0qOTk5OHnyJP7++29cv34dEokELi4uGDVqFAYOHEirugwUd7VpfYZNgYqgJjX3xTfwWyl5GB7cuF731DVuAGphZoKWLnXfWaGSwJQPoSkfIolMXka53jRDF+2WWCzGpk2bEBYWhl69egEAVq5ciR49euDUqVMYNGiQwjVxcXHw9/dHo0aNlN7z999/R79+/TB69GgAwFdffYVbt25h69atWLhwodpfQ23QnDdCtKdOn8zKGj5nZ2eMGDECr7/+Ojp27Eh5kgxckUh9CxYAoL2XPY7fTZMf30rOrdf99MFNzmto42kLU5P6dWLbmJtBVPRin15acao+um63YmJiUFxcjC5dusjLbG1t0bp1a1y7dk1p8BYbG4v+/fsrvZ9MJsPNmzdZ23wBQOfOnXW61Rc3eMspFqOwrLxevfeEEOVq9cm8a9cuecMnlUrh6OiIt99+GwMHDkRISAgFbEaiXCpDWbmMVVbf4K1DUwfWcWxGIfJLymFnabgN+rXEHNZxx6aO9b6njbkpnlcJ3mjYtP70pd1KT08HALi7u7PKXVxckJaWpnB+Tk4Onj9/jmvXrmH79u3Iy8tDYGAgvvzySzRr1gwFBQUoKSmBm5tbre6nLZ72FuDxgKoLpVNyStHaw3D/1gnRV7X6ZF6wYAF4PB6aNGmC119/HV26dIGJScUejtevX6/2uuDgYPXUkmgFd74bAFirmKS3UhtPWwhM+RD/f0iQYSp6rl71d6nXfXWlXCpTSBPSiROgqoIbJNOwaf3pS7tVWloxbUAgELDKhUIh8vPzFc6Pi4sDULFd4I8//oiSkhKsWbMGo0aNwtGjRyGRSKq9n0gkUriftpibmcDN1hxp+WXysuScErRWMf8hIaR6te5WYRgGSUlJWL9+PdavX1+ra6Kjo1WuGNE+ZUN1qibprSQ0NUF7L3tcrdJbdT0px2CDtwfPChR6JzuqIXizEnBzvVGqEHXQh3bL3NwcQMXct8r/BwCRSAQLCwuF87t06YKrV6/Czu5F+pnVq1fj1VdfxYEDB/Duu+/K71dVdffTpsaOlqzgjea9EaIZtfpknjx5sqbrQfSAsuDN0syk3vft6O3ACt6uJRruvLfrnCHTFi7WcLASVHN27XGD5GKa81Zv+tJuVQ6XZmZmokmTJvLyzMxM+Pv7K72mauAGAJaWlvDy8kJGRgbs7e1haWmJzMxM1jmZmZkKQ6na1sTRElefvPgboRWnhGgGBW9EjhswWAlMwFfDxtLB3g5YW+X4TkoexBIZBKZqyVSjVdc5gWewd/173QDFVb20YKH+9KXd8vf3h7W1NaKiouTBW0FBAR4+fChfLVrVzp078csvv+D8+fPynrqioiIkJibinXfeAY/HQ4cOHXD16lV5LxwAREVFoWPHjtp5UdVozNnL9Gke5XojRBMM79OTaAw3YLCqZ5qQSh2bsCf0iyQy3E3NU8u9tUkmYxQWK3RSw2IFgII3YyYQCDB69GgsX74cZ86cQUxMDKZPnw43Nzf069cPUqkUWVlZKCurGG589dVXwTAMZs2ahfj4eNy7dw9TpkyBo6Mjhg4dCgAYN24cjh8/js2bNyMhIQFLly5FdHQ0xo4dq8uXCg97c9bxMwreCNEICt6IXDFnnlV9c7xVsrM0g7+bDavsSkK2Wu6tTXGZhcguZs8zCmmmnuCNGygrWzxCDNfUqVPxzjvvYN68eXjvvfdgYmKCjRs3QiAQIC0tDd27d8eJEycAVAyzbt26FcXFxXjvvffw4YcfwsbGBtu2bZP3xHXv3h0//PADdu3ahaFDhyIyMhLr1q2Dj4+PLl8mPO3Zc+4oeCNEM9Tz6UyMgsKwqZqCNwDo6uOMmPRC+fF/CdmY0qel2u6vDf89YgecjR0tFHJbqYq72pTmvBkXExMThIWFISwsTOExLy8vxMbGsspatWqFjRs31njPIUOGYMiQIeqsZr15cIK3gjIJ5XojRAOo543IqXNTeq6uPk6s4xvJuSgzsM3X/0t4zjru2txZbfe2ErAXhtCwKTFEbnbmCmVVV58SQtSDgjcip8met5Dmjqi69kEskeFGkuGsOpVIZYh6zJ7v1rWFUzVn153CsCkFb8QAmZuZwNmavfqaFi0Qon4UvBG5IjG3563+aUIq2Zqboa2XPavs8qPnyk/WQ/efFaCQE1CFNldf8EbDpsRYcIdOad4bIepXq66Va9euqXRz2mHBsHAnyauz5w2oCHaqbup+Mf45Zg1Q61NozIW4LNaxTyMruNgqDhGpinre1I/aLd3wsLPA3dQXO0dQ8EaI+tXq03nMmDEq7QNIOywYFm5vjzrnvAFAT19nrDufID++9zQfmYVlcLFRXxCkKedi2QlRe/o2Uuv9KVWI+lG7pRvcnre0PJrzRoi61erT+fPPP2c1ghKJBNu3b4epqSnefPNNtGzZEjKZDImJiTh48CDMzMzw2WefaazSRDO4WzKpu+etU1NHWAtNWYHJhbjneKejl1qfR91yisUK+5m+6qfe7b24wVtZuQwSqQymJjSzQVXUbukGN9cbzXkjRP1q9ek8ZcoU1vGvv/4KCwsL7N+/H66urqzHJk2ahHfeeQcpKSnqqyXRCk0uWAAAgSkf3Vo44Z8HGfKyc7GZeh+8XYzPAsO8OLYwM1FbfrdKyvaQLRZJYWdJwZuqqN3SDYVcb/kUvBGibip9Muzbtw/vv/++QgMIAI6Ojhg5ciSOHDlS78oR7SrW4IKFStweqwtxWZBIZdWcrR/OxbCHTLv6OMFcDXu+VqUsUC4Ulav1ORo6are0w50TvKXnl0EqY6o5mxCiCpWCt4KCAlhYWFT7OI/HQ2kpfdsyNJraHquqXn7suWKFZRLWpvX6plwqw7lY9mKFV/zUO98NAKwEynveiPpQu6Ud3GHTcimD50UiHdWGEOOkUvDWsmVLHDhwAGKxWOGxwsJC7N27FwEBAfWuHNEuTS9YAAB3Owu08bRllf1zP13tz6MuUY9zkF/K7gHr3Uqx56a+TPg8WFKiXo2idks7nK2EEHDmatK8N0LUS6XgbcKECYiLi8Obb76JrVu34ty5czh79ix+++03vPHGG3j27Bk+//xzddeVaJim9jblGhDgxjr+50EGZHo6rPL3gzTWcaCXncKcHnWhdCGaRe2WdvD5PLhzet9oxSkh6qXSp/Nrr72G7777DsuWLUN4eLh8RRfDMLCzs8OyZcvQpUsXtVaUaBbDMApz3jQxbAoAA9q4YfnJOPlxekEZ7qTmIaiJg0aeT1UyGcNaXAEA/du4VXN2/dkITZFV+GJ4iRL1qhe1W9rjYWeBpOwS+THleiNEvVT+dB45ciQGDx6M//77T75Cq2nTpujWrRvMzfU/bxdhKxFLWSsqAc31vLVwsYFPIyskZBXLy07cS9O74O1Gci4rmAIUew3VSaHnrYyCN3Wjdks7uLneaNiUEPWq16ezlZUV+vXrB7FYDFNTU/D5lNbAUCnr5dFUzxtQ0fu2+tyLhL1H7jzD7NdbwYRf96SqmnLw1lPWsa+rNZo3stbY81GiXu2gdkvzPDnDptTzRoh6qdxq5eXlYeHChejevTvat2+PqKgoXL9+HZ988gmePHmizjoSLeDu2wkAVhpIFVLprfaerOOMAhEiH2dr7PnqSiSR4vhd9nw3bp3Vjea8aR61W9rBTRdCud4IUS+Vgre8vDyMGDECO3fuhIWFBZj/j7fl5+fj33//xfvvv0/JLg0Mt+fNzIQHoanmgjdfVxu0dmevOuX2dOnSv7FZCqtM3wz00Ohz0ub0mkXtlvYobk5PCxYIUSeVgrdVq1bh6dOn2Lx5M/bs2SNvBPv06YPffvsNJSUlWLNmjVorSjRLGzneuIYGsXuy/rqXpjcBy4GbqazjEG9HNHa01Ohzcns6qedNvajd0h7usGlOsRilYspbSIi6qBS8nT17FsOHD0doaKjCxs89e/bEiBEjEBUVpZYKEu3gpglRljRW3d5s74GqU9yKxVIcvfNM48/7MhkFZTgdzd5V4a0gzfa6ATRsqmnUbmmPu51iOp00GjolRG1UCt4yMzPh7+9f7eM+Pj7Iysqq9nGif7g9XtwhPE1wtTXHK5ztsv6IStb4877MnmsprO18LMxMMFjDQ6ZARaqQqvSlF9JYULulPVZCU9hbmrHKaOiUEPVRKXhzcnLC06fVz0+Ki4uDg4N+pX0gNdPFsCkAvN+5Cev43tN83E3N08pzKyOVMdh9lR1AvtXeA7bmZtVcoT7c97yQUoWoFbVb2uVhx533Rj1vhKiLSsFbz549sXv3bqSmpio8dvPmTezduxfdu3evd+WI9nB7ebQVvL3i5wIPO/b8mC2XE7Xy3MqcfJCOZ/nsHoL3OzfVynNzU4VwkyaT+qF2S7so1xshmqNS8DZ58mSYmZlh6NChmDNnDng8Hnbv3o1PPvkEY8aMgYWFBT777DN115VokOK+pppbaVqVCZ+HUZzetyN3nunkWzrDMFh/4TGrrJ2XHdp62Wnl+RXyvFHPm1pRu6Vd3A3qqeeNEPVRKXhzdXXF7t27ERQUhAsXLoBhGPzzzz/4999/0b59e2zfvh1eXl7qrivRoCIdLFioNKpzU5ibvfinKJEx2HxZ+zm3riXm4nZKHqtsQo/mWnt+a3PuggVanadO1G5pl0K6EFqwQIjaqPwJ7eXlhd9++w2FhYVITEyETCaDl5cXnJyc1Fk/oiW6GjYFAEcrAYZ3aoxtV5LkZX9EJeOTXj5wshZqrR6/no1nHXvaW2CgBvcy5eK+57RgQf2o3dIeyvVGiOao1PN26NAh+cRfGxsbtG3bFoGBgfIG8Pbt25gzZ06d7yuTyRAREYEePXogMDAQH330EZKSkqo9v7y8HCtWrECPHj3Qvn17jB49GtHR0aq8pAaPu2BBU/uaVmd892astCElYinW/ptQ/QVqFvU4GxfjnyvUydREe1sncVeblpZLIZHKtPb8xk5T7RZRTtkWWQx3A2VCiEpU+mSaPXs2hg8fjtu3byt9PDk5GYcOHarzfdesWYPdu3dj0aJF2LNnD3g8HiZOnAixWKz0/O+++w779u3D999/j/3798Pe3h4TJ05EYWFhnZ+7odPVatNKTZ2sMISz/dS2yCSk52v+2zrDMFh+MpZV1shGiPdCmlRzhWYoe8+LKbGp2miq3SLKcXveRBIZcoqVt+WEkLpRuVshPz8fY8eOxYkTJ9RSEbFYjE2bNmHKlCno1asX/P39sXLlSmRkZODUqVMK56ekpGDfvn0IDw/HK6+8Ah8fH/zwww8QCAS4f/++WurUkOhqwUJVX/T1hWmV7jexRIYf/47R+PP+dT8d1xJzWWVTereAhUC774Gy4I0S9aqXutstUj0XG3OY8NnJkGnolBD1UDl4+/LLL+Hr64uZM2di9erV9a5ITEwMiouL0aVLF3mZra0tWrdujWvXrimcf+nSJdja2qJnz56s88+ePYvQ0NB616ehURg21UKSXq4mTpYYEdyYVXbw1lNcT8zR2HOWiqVYfJw91O5pb6FQD21QNlRN897US93tFqmeCZ8HN1v20CmlCyFEPVQO3pycnLBjxw707t0bq1atwqxZs1BeXv7yC6uRnp4OAHB3d2eVu7i4IC0tTeH8xMRENG7cGCdPnsSwYcPQrVs3TJw4EQkJ2psnZUy4OcW0udq0qi/6+irs7jD34H2IJJoZPvz5TJzCB8rXA1tBaKr9nkcTPg8WZuznpUS96qXudovUjNKFEKIZ9ZqNLRQKsWrVKrz//vs4cuQIxo0bh7y8PJiZ1T0bfWlpxR+1QCBQeA6RSKRwflFREZKTk7FmzRrMmDEDa9euhampKUaNGoXs7GzVXlADxt3bVNsLFio1shFiel9fVllsRiF+Ph1fzRWqu56Yg984ed1CmzthYFvtrTDl4vZ4Us+b+qmz3SI1U1xxSsEbIepQ76V0PB4P8+bNw+zZs3Hz5k2MGDECmZmZL7+Qw9y84hsad3GCSCSChYXiJsdmZmYoLCzEypUr0b17d7Rr1w4rV64EABw8eFCFV9Kw6XrBQlUfhDZFK3dbVtn68wn4L+F5NVfUXX5JOabvvY2qi98EJnwseCtAYdNybVLYZYGCN41QV7tFaka53gjRDLXlQfjwww/x888/IyMjA0uXLq3z9ZXDpdwGNDMzE25uij0hbm5uMDU1hY+Pj7zM3NwcjRs3Vrr9DaleuVQGsYSdkkKXwZupCR8/DQ+EmcmLIErGAJN33lLLnBmpjMHU3beQksO+1/R+vvB1tan3/euDG7wVUvCmUfVtt0jNKNcbIZqhUvDm4eEBS0tLhfLXXnsNW7ZsgY1N3T8A/f39YW1tjaioKHlZQUEBHj58iE6dOimc36lTJ0gkEty7d09eVlZWhpSUFDRtqp29KI2Fst4dXQ2bVmrlbovp/djDpznFYozbfBW59Ug3wDAM5h+5j/NxWazyTk0dMKmn9nZTqI4VZ5Uv9bypjybaLVIzZbneCCH1p9In9NmzZ6t9rH379jh8+HCNyXWVEQgEGD16NJYvXw5HR0d4enpi2bJlcHNzQ79+/SCVSpGTkwMbGxuYm5ujU6dO6Nq1K7766issXLgQ9vb2iIiIgImJCd566y1VXlaDpSwdBTeI0IVPevrgZlIuTke/6I2NyyjC2M1XsWVcCBytBDVcrUgmY7D4RDR2RCazyp2thVg1qoNCWgNdoP1NNUcT7RapGbfnLbNQBJFEqpMFQYQYE42kj3d1dUVISEidr5s6dSreeecdzJs3D++99x5MTEywceNGCAQCpKWloXv37qz8TL/++itCQkIwefJkvPPOOygqKsK2bdvg6Oiozpdj9LiLFQDdrTatis/n4acR7dG8kRWr/G5qPt5e+x8eZRbV+l4lYgmm7bmNjZfYe6aamfCw5v0OcLMzr+ZK7VII3sQUvGmLqu0WqR43eAOAjHzFBWiEkLqp1Sd0q1atsHTpUgwePBhAxRDnyyZ183g8PHz4sE6VMTExQVhYGMLCwhQe8/LyQmwsOwu+tbU1vvvuO3z33Xd1eh7CViRip0qwFJiArwe9UABga26G7eM74521/yGtym4LT54X441fL+KrAf4Y3aUpzGrYxupKQjbmHryHx8+LWeV8HhAxMgghzfQn2OfONaSeN9Vpq90i1bM1N4O10JTVu/80rxRNnBSHrwkhtVer4K1Tp05wdnaWHwcHB2usQkT7ivQkTUh1PO0tsGNCZ4zeEMUK4MrKZVhw9CE2X07EyJDGeMXXBc0bWcGUz0N6QRmuPsnBvhup+C9BMXWMCZ+HZe+0w+tt3RUe0yVKFaI++tRuyWQyrFq1Cn/++ScKCgrQsWNHzJ8/v9r5ufHx8Vi2bBnu3LkDPp+P4OBgzJ49Gx4eHvJzevfuLd+rtdLgwYOxfPlyjb6WuvKwN0dcxotecpr3Rkj91epTevv27TUeE8OmuDWWfgVvAODTyBoHPuuKcZuvISadvXdtck4Jlv4di6V/x1ZzNZuVwASr3u+AV/1cNFHVerHmDFdzA2tSe/rUblXu2xweHg5XV1csW7YMEydOxLFjxxRyW+bm5mLcuHEIDg7Gjh07IBKJ8OOPP2LChAk4ePAghEIhioqK8OzZM6xfvx4BAQHyaytTLukTD3sLVvCWRulCCKk3jcx5I4ZFn3K81cTdzgIHP+uGMV1UX00c2Ngex6f20MvADVDseeMOaRPDU9d9m0+fPo3S0lIsWbIELVu2RJs2bbBs2TIkJCTg5s2bAIC4uDgwDIMOHTqgUaNG8h99XDHLnff2lNKFEFJvtfqUnjNnTp1vzOPx8MMPP9T5OqJ93J43fVhpWh0LgQm+H9IGb7Rzxw9/xeBOSl6trnO2FmBaX1+8F9wYpjXMj9M1buCsbDEJqR19abdetm/zoEGDWOeHhoZi9erVEAqFCvfKz88HAMTGxqJRo0awtbVVOEffeNIuC4SoXa2CN1V2LKDgzXAYwrApV+fmTjj0WVfcSMqVz2tLzilhnWNnYYZOTR3wZnsP9A9wg7mZ/gallWy4CxZozpvK9KXdquu+zV5eXvDy8mKVrV+/HkKhUD5vLy4uDpaWlpgyZQpu3boFR0dHDBs2DB988AH4fP36ckL7mxKifrX6lD5z5oym60F0iDuvSl+HTbl4PB46eTuik3fFatH80nI8LxJBImXgYGUGZyuh3qyarS2F1aYUvKlMX9qtmvZtruxJq8m2bduwc+dOzJkzB05OTgAqFjQUFhZi4MCBmDx5Mq5fv47ly5cjPz8f06ZNU/+LqAd3O8WeN4ZhdLoNHSGGrlaf0p6enpquB9EhxWFTwwjeuOwszGBnYdibi1OqEPXRl3ar6r7NVRcUVLdvcyWGYfDLL79g7dq1+Pjjj/Hhhx/KH9u8eTNEIhGsra0BAH5+figuLsbatWsxZcoUvep94w6bFoulKCiVwM7SsP9WCdGlen1KR0dHo7i4GEyV3b0lEgkKCwtx8eJFfP/99/WuINE8Qxw2NVY2nAULpeVSSGWMXuz+YCy03W5V3be5SZMm8vLMzEz4+/srvaa8vBxz5szBsWPHMGvWLIwfP571uJmZGczM2MGPr68vSkpKkJ+fDwcHB7W+hvpwtTUHjwdUebvxNK+UgjdC6kGlT+nk5GR88sknePLkSY3nUfBmGBRWm+rB7goNlbJez2KxBLbm9EFXX7pqt6ru21wZvFXu2zx69Gil18yaNQunTp3CihUrFBY0yGQy9O3bF++++y4+/fRTefm9e/fg7OysV4EbAAhM+XCxESKj4MXOCmn5pWjtof+LLQjRVyp9Sv/yyy948uQJ+vfvD3Nzcxw+fBiTJk1CdnY2Tp48ifLycuzatUvddSUaUszZgombroJoj7Jez6IyCt7UQVftVl33bT5w4ABOnDiBWbNmISQkBFlZWfJ7VZ7Tv39/bNiwAd7e3ggICMCVK1ewYcMGzJ07V+31VwcPewtW8EaLFgipH5U+paOiojBw4ECsWLECBQUFOHToEF555RUEBQVh4sSJePvtt3Hy5MlqhwSIfuHOq7LW41Qhxs5KoPje0y4L6qHLdmvq1KmQSCSYN28eysrKEBwcLN+3OTU1FX369EF4eDiGDRuGY8eOAQCWLl2KpUuXsu5Tec7MmTNha2uLFStWID09HV5eXpg7dy6GDx+u9rqrg4e9BW4l58mPKdcbIfWjUvCWl5eHTp06AajIV+Tu7o6HDx8iKCgITZs2xbBhw3Dq1ClMnTpVrZUlmmEoSXobAlMTPizMTFBa/mIFcCEFb2qhy3arLvs2b9q06aX3MzU1xaeffsoaNtVnlOuNEPVSaUkSd4WUl5cXHj16JD/29fWV5zYi+o+bCJaCN91STNRLwZs6ULulO+52lOuNEHVSKXjz9fXFf//9Jz9u0qQJ7t+/Lz+uOkeD6D9abapfuCtOKV2IelC7pTvcLbIoeCOkflQK3oYMGYJTp07h888/R3FxMV555RXcu3cPK1euxIkTJ7B9+3b4+vqqu65EAxiGUViwQKtNdYu7PRkl6lUPard0hztsml5QBolUpqPaEGL4VPqUfvfddxEfH4+dO3fC1NQUffv2Ra9evbB+/XrweDyYmZlhypQp6q4r0YDScilkDLuMet50ixs807CpelC7pTvcnjcZA2QWihTKCSG1o/Kn9Ndff43PPvtMvnny6tWrcfz4ceTl5aF79+7w8fFRWyWJ5igbkuMO2xHtUhg2peBNbajd0g0HSzOYm/FRVv6it+1ZXikFb4SoqF6f0vb29i9uZGqKt956q771IVqmbCUjLVjQLcX9TaXVnElUQe2W9vF4PHjYW+BxVrG87GleKTrpsE6EGDKVP6WfPXuGK1euICMjAzKZ4twFHo+Hzz//vF6VI5pXyOl5E5ryITDVn30RGyLusHWRqFxHNTE+1G7pjicneHtGud4IUZlKwdvFixcxZcoUiEQi1v6AVVEjaBi4w6Y0ZKp73OCNm8qFqIbaLd2idCGEqI9Kn9QrV66Eubk5Zs+ejaZNm8LEhDLyGypur44NbcOkc9zgjds7SlRD7ZZuUboQQtRHpeDtyZMnmDJlCkaOHKnu+hAt4wYGtNJU9yhJr2ZQu6Vb3ODtKQVvhKhMpclNDg4O9K3VSHBXMlLwpnsKw6ZiCt7Ugdot3eLmekvLpzlvhKhKpeDt3Xffxb59+1BaSt+cDJ3CpvQ0503nuL8D2mFBPajd0i1uz1t+abnRp8Gpbm4lIfWl0if1pEmTcOvWLQwYMAC9evWCi4uLwjk08dcwcFOF2FDPm84ppgox7g84baF2S7e4CxYAIC2vFC1dbXRQG80qEkkwa98dnInORIcmDljwVgB8jfB1Et1R6ZP67Nmz+O+//yCRSLB3716l51AjaBgU5rxRz5vOKaYKoeBNHajd0i1zMxM4WwvwvEgsL3tqhMFbWbkUk7Zdx38J2QCAK4+z8cavlzCrvx8+6tYMfD5PxzUkxkClT+qIiAhYWVnh888/R4sWLWBqSh/4hormvOkf7u+gRCyFVMbAhBr9eqF2S/fc7SxYwZux5XqTyhh8sfu2PHCrJJbIsOh4NM5EZ2L58ECF+X+E1JVKrVdSUhKmTZuGDz74QN31IVpWVEapQvSNst7PYrEEtvS7qRdqt3TPw94c957my4+NKV0IwzCYd+g+/n6QXu05Vx5nY8DKC1jwVgCGBnmCx6MvZEQ1Ki1YcHZ2hpkZfZAYA4WeNxo21TlrgZLgjYZO643aLd1TyPWWbzzB24qTcdh1NZlVJlSyW02hSIIZe+/g8503kVssVnickNpQKXgbNmwY9uzZg5KSEnXXh2gZd84bLVjQPSuhYjoLWnFaf9Ru6R53uNBYet42XXqCVecescoEJnxsHheMnRM7w0PJYo0T99Lx2s8XcC42U1vVJEZEpU/qZs2aoaSkBP3790evXr3g7OysMH+EJv4aBkrSq39MTfgwN+OjrPzF3pu0aKH+qN3SPcVdFgx/ztvBW6lYeOwhq4zPAyLea4+uPs4AgL++6IkFRx7gwK2nrPOyCkUYt/kaRnVugnmDWsFSSa87Icqo9C9l5syZ8v/ft2+f0nOoETQMNGyqn6yFpigrfzGkQvub1h+1W7rHDd7S8kshkzEGuwLzXEwmwv68q1C+eGhbDGjjLj+2szDDTyPao29rV3x98B7ySthzjXdGJSMlpwRbx4UY7HtBtEulT+pt27apux5EBxiGodWmespaaMpalcfdg5bUHbVbuscdPiyXMnheJIKLreKwor67kZSDT/+4AYmMnYg3rL8f3gtpovSagW3d0ampA2btv4t/Y7NYj12Mf47d11IwqrPyawmpSqVP6suXL6Nnz57o2LGjuutDtKisXAYpp+GxoZ43vaCYqJd63uqL2i3dc7YWwsyEh3Lpi3bnaV6pwQVvsemFGLf5GmtqAwCM794Mn73iU+O1Lrbm2PxhMHZeTcaiY9EoLX/xtx1+Ihp9WrnA1cDeD6J9Ki1Y2LZtG27cuKHuuhAtK1TSm0OpQvSDQqLeMup5qy9qt3SPz+fB3c6w572l5JTgg01RKODMFx4W5Im5A1vVKv0Hj8fD+52bYv0Y9heJQpEE8w8/UGt9iXFSKXiztLSkDZ6NgLIVjMpWOhLtU9ycnnre6ovaLf3gYc/uVUozsHQhX+2/i4wCEaust78LfnynXZ3nq/X0bYRhQZ6ssr8fpOPv+9XniiMEUDF4mzFjBn777Tfs3r0bGRkZkMlkL7+I6B3uSlOBKR9CU/pw0wfchSPc3xWpO2q39AN30cJTA0oXkvi8WGH3hE5NHbB6VAeYmaj0cYp5b7SGo5WAVfbt4fsooN52UgOVJjht2bIFYrEYCxYswIIFC5Sew+Px8PDhQ6WPEf3AXaxAOd70B3fOGyXprT9qt/SDIed6O34vjXXsaCXAxrHBsBCo/qXX0UqAb99ojS/23JaXZRaK8ONfMVg8tK3K9yXGTaVPa3t7e9jb26u5KkTbaFN6/cUNpCl4qz9qt/SDIed6O3rnGet4YFs32FnWf57wW+09cODWU1yIe7EC9Y+oZAwJ8kSwt2O970+Mj0qf1tu3b1d3PYgOUJoQ/cXteSuk4K3eqN3SD+6cdCGG0vMWn1GImPRCVtngdh5quTePx8PiIW3w2soLrNWns/ffxYlpPWg6C1Gg2iB9FTk5Obh79y5iYmKQl5dXr3vJZDJERESgR48eCAwMxEcffYSkpKRaXXv06FH4+fkhNTW1XnVoSBQ3pafgTV/QsKlmqbPdInXDHTbNLhaj1AAW5By9yx4ydbUVqrVXrLGjJWa+5ssqS8gqxupzCWp7DmI8VA7ekpKSMHbsWHTr1g0jRozA0KFD0bVrV4wbNw5PnjxR6Z5r1qzB7t27sWjRIuzZswc8Hg8TJ06EWFzz5r1Pnz6tdg4LqR5tjaW/uMOmtD2Wemii3SJ14+VgCW42jYSsIt1UppYYhsExzpDpoLYeat8NYVy3ZmjnZccqW/vvI8RlFFZzBWmoVAreMjIy8N577yEqKgpdunTBmDFj8P7776NTp064cuUKRo0ahczMum22KxaLsWnTJkyZMgW9evWCv78/Vq5ciYyMDJw6dara62QyGcLCwhAQEKDKS2nQuENxtpTjTW9we0FptWn9aaLdInVnITBBYwdLVtmjTP0O3h6mFeDx82JW2eBA92rOVp0Jn4clw9rBpEpQWC5lMHv/Xcg4CdVJw6ZSV8uqVatQUFCAzZs3IzQ0lPXYlStXMGnSJKxfvx7ffPNNre8ZExOD4uJidOnSRV5ma2uL1q1b49q1axg0aJDS69atW4fy8nJMnjwZkZGRqrycBiufs7+erQUFb/qC+7soKKW0AfWliXaLqKalizWSc0rkx/GZ+t2zdPQOe8jUy8EC7Rvba+S5WnvYYlLP5lj774vh0pvJedgRlYQPQr018pzE8KjU83bhwgWMGDFCoQEEgNDQUAwfPhznzp2r0z3T0yuSErq7s7/NuLi4IC0tTdkluHv3LjZt2oRly5ZR8k0VcPMIUfCmP+w4v4v80nIwDH3zrg9NtFtENS1crVnHcRn62/PGMAyO3WUPmb7RzqNWOymoalqflvB2YvdOLv071mAWdxDNUyl4y87Ohq+vb7WPt2zZEllZWdU+rkxpacU/SoGAnaxQKBRCJBIpnF9SUoIvv/wSX375Jby9vev0XKSCQvBGCxb0BncIWyJjWKvQSN1pot0iqmnpYsM61udh09speUjNZQdNb7RT/5BpVeZmJviBk+OtSCTBt4fv05c4AkDFYVMnJyfEx8dX+/ijR4/g4OBQp3uam1csHxeLxfL/BwCRSAQLCwuF8xctWgRvb2+MHDmyTs9DXigo5cx5o543vWFrofinWVAqgaWAAmxVaaLdIqpp6cLueUvKLkZZuRTmZvo3gnKMs8q0ubMVAjxsNf68XVs4Y3gnL+y9/iKDwunoTBy6/RRDg7w0/vzaIJHKcD0pFycfZOBifBYKyySwtzSDvaUZHCwFcLASwOH//29vWfH/TtZC+LvZ6OW/FW1S6ZOgR48e2Lt3L1577TWEhISwHouMjMTevXvxxhtv1OmelcOlmZmZaNKkibw8MzMT/v7+Cufv378fAoEAQUFBAACptKJX4o033sCbb76JhQsX1un5G6L8Um7PGwVv+sJGye8iv7QcbpwcWaT2NNFuEdW04ARvMgZ48rwYrdw1HxTVhUymZMg0ULNDplV9PbAVzsZk4nnRi4wL3xx6gI5NHNGEM6xqKErFUlyMz8LJhxk4E52BXM7c6/SClydttjAzQfeWzujXyhWv+rugkY1QU9XVWyoFb1OmTMHp06cxduxYdO3aFT4+PuDxeIiPj8eVK1dga2uLyZMn1+me/v7+sLa2RlRUlDx4KygowMOHDzF69GiF80+ePMk6vnPnDsLCwvDbb7/Bx8dHlZfV4HCHTbnzrIjumPB5sBGaslYE016H9aOJdqu2ZDIZVq1ahT///BMFBQXo2LEj5s+fj6ZNmyo9Pzc3F4sWLcKFCxcAAAMGDMCcOXNgafniA/uvv/7Cr7/+ipSUFHh7eyMsLAw9e/bUSP3VzUpoCk97C9a+pvGZRXoXvF1LzFHYhH6whodMq7K3FGDhW23w2R835WVFIgmm7bmFPz8OhamK+6lqW26xGGdiMnHyQTouxGehrLx++wqXlktx6mEGTj3MAI8HBHrZo28rF/Rp5Qp/NxutBde6pFLw5urqip07d2LBggX477//cPnyZfljwcHB+O677+DhUbfM0wKBAKNHj8by5cvh6OgIT09PLFu2DG5ubujXrx+kUilycnJgY2MDc3NzhUavcsGDh4cHnJycVHlZDQrDMAorGJUN1RHdsbUwYwdvtOK0XjTRbtVWZQ7L8PBwuLq6YtmyZZg4cSKOHTumMM8XAKZOnQqRSIQtW7agoKAAc+fOxYIFC/Djjz8CqOgpDAsLw+zZsxEaGop9+/bh888/x6FDhwzmy2tLV2tW8PZID3OZcYdM/d1s0NLVppqzNWNgW3e83cEL+2++GD69lZyHiDPxmPGan1brUlcZBWVYeOwh/rqXBk1lOmGYinmJt1PysPxkHDztLdC3lQv6tnZF52ZOEJgaRoBbVyp/Wjdv3hxbt25Fbm4uUlJSAABeXl5wdFQ94/TUqVMhkUgwb948lJWVITg4GBs3boRAIEBqair69OmD8PBwDBs2TOXnIBWKRBKFPyYaNtUv3Fxv3GFuUneaaLdepjKHZVhYGHr16gUAWLlyJXr06IFTp04ppEG6desWrl69ihMnTsgDsYULF2LChAmYMWMGXF1d8fvvv6Nfv37yUYmvvvoKt27dwtatWw1mykhLF2v8G/tigYi+rTiVSGU4wdmIXtMLFaqz4K0AXE/KQVL2i/Qqq849QveWjRDSTP/2PmUYBvtupOL7Yw9RUIsclQEetnittRvaeNqioKwcucXlyC0R//+nHHklYnlZRkFZjYHg07xSbL2ShK1XkmAjNEUvv0bo19oVr/i5GNXoUr27WhwcHNQ2ydfExARhYWEICwtTeMzLywuxsbHVXtu5c+caHydsyv6g1LHBMlEfbkNDPW/qo85262XqmsPy+vXraNSoEasHLSQkBDweDzdu3MCAAQNw8+ZNzJ49m3Vd586da0xorm+4K071Lddb5OMcZBezd/d5Q017mdaVtdAUv4wMwjtr/4Pk/5GLjAGm77mNE9N66FVQ8jSvFF8fuIfzcdWv3Dbh8xDi7YjXAlzRr7UrvBxqP38vp1iMczGZOBOTgfOxWSiuYWu1QpEEx+6m4djdNJjyeejS3Al9W7mgX4CbwjZtupJXIkZidgkSnxcjMbsYSdklWDmi/Uuvq1XwtmrVKpUqpan5I6T+uIEAjwdY00pGvaKQqJd2WagTfWm36prDMiMjQ+FcgUAAe3t7pKWloaCgACUlJXBzc6vV/fQVN9dbYnYJxBKZ3gxzHeVsh9XW0w7ezlY6qg3QvrE9pvfzxbJ/XnRSPM0rxdcH72HVe0E6n+fFMAx2Xk1G+IkYpdv5mZvx0bNlI7wW4IY+/i5wsFKcLlAbjlYCvN3RC2939IJIIkXU4xycic7A6ehM1jA8l0TG4NKj57j06Dm+O/oQrd1t0be1K9p52qGFizUaO1qydrZQF4Zh8LxIjJTcEiRnlyAxu/j/gVrF/+eVKH4p10nwVvUfEAVv+os7BGcjNFX7Pn2kfrjD2NTzVjf60m7VlMMyPz9f6fnK5sFV5rwsKyur9n7KcmLqK266EKmMQWJ2MXy1PKdMGbFEhr8fpLPKNLEdVl190ssHF+OzEPk4R152/G4aXvFthHc7NdZZvZKzSzD7wF38l5Ct9PEh7T3w7eAAOKoYsFVHaGqCnr6N0NO3Eb57k0FMeiHORFcsZLiTqvi3VdXDtAI8TCuQHwtM+WjubIUWLtZo4WKNli42aOFiDW9nSwhNK9KSMAwDqYyBRPb//0oZSGQySGQMckvESMkpRXJOCVIqf3JLkJJTqpEcnbUK3rZt2/bScxiGwR9//CFfBVo5t4PoJ24gQEOm+kfZLguk9vSl3aprDktzc3OIxWKFcpFIBEtLSwiFQvn9uI8ru5++sjE3g7udOdLyX6SGiM8o0ovg7dKjLIW/t0E6GjKtyoTPw8oR7THg54us+s0/8gDB3o5a7xmUyRhsvZKIpX/HKg1QXG2FWDykLfq2dtV4XXg8Hlq526KVuy0m926JjIIynP5/IPffo2yIpTWvcBVLZIhJL0RMOnv4ns8DzEz48qBNX9QqeOPmROJ69uwZvv76a0RFRcHGxgazZ8/G22+/rZYKEs3gDsHRYgX9w139S6lC6kZf2q265rB0c3PD6dOnWWVisRh5eXlwdXWFvb09LC0tkZmZyTonMzNTYShV37VwsWYFb3EZhRgE3fdwHePsZdqxqYPezJFyt7PAj2+3xSc7XqQPKRFLMW33Lez7tCvMtJQ+JPF5Mb788w6uJ+UqfXx4Jy/MHdRaZ/PxXG3N8X7npni/c1MUiSS4EJeF0w8zcCYms05fhGUMIJLUL7XJy5jweWjsYIGmTlZoVssAvN6TnHbv3o1ly5ahuLgY3bt3x+LFi+Hqqvkom9SPQpoQCt70juKwKc15Uxdttlt1zWEZHByM5cuXIykpSZ4SKSoqCgDQoUMH8Hg8dOjQAVevXsW7774rvy4qKgodO3bUyGvQlJYuNrgY/1x+rA/bZJWVS3HyYQarTJu53WpjQBt3vBfSGLuupsjL7qTmY+WpOMwaoPiFQJ0YhsEfUclYfDxaaW+bp70Fwoe1RU/fRhqtR11YC00xsK07BrZ1h0Qqw7XEXJyOzsCdlDw8yipSOu9M3cxMePC0fxGgNXWyhLezFbydrODlYFHnoFvl4C09PR1z587Ff//9BysrK3z//feshoToN+43D31arUQq0LCp+umi3aprDsvAwEB06NAB06dPx3fffYeSkhLMnz8fQ4YMkQeY48aNw6RJk9C6dWv07NkT+/fvR3R0NBYvXqzR16JuLTmLFvRhxem/sZmsCfc8XkWuNX3zzRutEfUkB4+ziuVla88noHtLZ3T1cdbIc2YUlGHWvrvVriQd3aUJvhrgr3SHGH1hasJHqI8TQn0q8sEyDIPsYjEeZRYhPrMICZlFePT/n9rs9lCVq60QjR0s0djx/z8OFmjsaIkmjpZwtTVX64IIlYK3P//8Ez/++COKiorQtWtXLF68WGF1FNFvCpvSU4JevaO42pSCt/rQZbtVlxyWPB4Pq1atwoIFCzB27FgIhUL5DguVunfvjh9++AFr1qzBypUr0aJFC6xbt85gEvRW4i5aePK8GOVSmdaG/pQ5yknM26WZE1xs9W9bOkuBKSJGBmHomssol1bMxWIYYMaeO/hrWg+VV3NW5/jdNMw9dE9pL1UTR0ssebutxoJGTeLxeHC2FsLZWoguzdkJ/gvKypGcXQKpjIEJnwczEz5M+DyY8nkwNeHBlM///395MDcz0ep+q3X6xM7IyMC8efNw6dIlWFhY4LvvvqON4Q2Uwqb0evxNqaGy5STppdWmqtGHdquuOSydnJwQERFR4z2HDBmCIUOGqLOaWsfN9VYuZZCUXaKw96m2FIskOBPNHjJ9Qw9WmVanjacdZvX3x+IT0fKy9IIyDIq4iHlvtMbrbdzqnUIkv6Qc84/cx6Hbz5Q+/n7nJpg7qBUsjTDVlK25Gdp42um6GkrV+uvNwYMHMXjwYFy8eBGdO3fG0aNHKXAzYAqb0tOwqd7h/k4KRRLI9Gi1kyGgdku/2VmawYWzqfgjHQ6dnonJZO27acLn4fU2+hu8AcD47s3QoyW7x+tZfhk+++MmRm+MQnw9th27FP8c/X++oDRwc7ERYvO4YCwe2tYoAzd9V6t3/JNPPsH58+cBVGyQPGrUKDx79gzPnimPxCsFBwfXv4ZEI2hTev3H/Z0wTEUAR7+r2qF2yzC0dLVGZuGL/HRxGUUY0EY3deEm5u3ewlntucnUjc/nYcW7gRgYcQnPi9h5/i4/ysbrv1zEh129Ma1vy1rPRSsSSbD8n1hs+S9R6eOD2rpj0ZA2ah+aJbVXq+Dt33//lf//P//8g3/++adWN4+Ojn75SUQnaFN6/aesN7SgtJyCt1qidsswtHSxweVHL5K7xutoxWlBWTnOx7In4utqL9O6crE1x/5PQ/H1wXus9xKo2Flgw6UnOHznGea87o+hQZ4KQ6n5JeW4lpiDq4k5iHqSg/tP8yFV0stva26K74e0wZuBHjrf0aGhq9UnNu2UYHwKKc+b3rMSmMCEz2M1orRoofao3TIM3Plt9Rnmq4+z0ZmsRK4CEz5eCzCcvHlNnaywY3xn/HU/HYuOPcSzfPZKyaxCEWbsvYOdUckI6++H50ViXH2SjagnOYjNKATzkhkZ3Vs4Y9m77eBupx/57ho6Ct4aKEoVov94PB5szU2RW2V1F6ULqT1qtwwDd8Xp4+fFkEhlMNXyitN/Y9lJj3u0dDa4dpHH42FgW3e84tcIa84l4LcLjxV2FrielIsRv0XW+p5CUz7mvO6PD0K9aQtFPaIfOwATrSqXyhQ2Dja0RqqhUMj1poVkkoRoE3c7LLFEhpTc6jcY1wSZjMGFKsmCAeBVfxet1kGdLAWm+LK/H05O74k+Kr4OUz4PvXwb4fjUHviwWzMK3PQMTXRqgHJLFPdNpImn+snBSoDE7BL5cY6S3x0hhszBSgBnawGeF734tx2fUVjrbYLU4e7TfOQUs/+2eunRDgGq8na2wsYPg3EmOgMLjz1EUpW2hEtoykdQE3uENHNC52aOCGpiT6tI9Rj9ZhogZUkW7annTS85WLKDam1s40KItrVwscbzohz5cXxmEV4L0N7zc4dMfRpZobGjpfYqoGF9WrmiWwtnbLj4GGv+TUCJWAproSk6NnVASDNHdG7miLZedhCaai/JLKkfCt4aIO43TFtzU63PLyG1ww3euL87QoxBSxcbRD6uErxpedECd7unV/wMd8i0OuZmJpjcuyU+7NYMWYUiNHawoHbfgFHw1gDlcgIAfc9j1JA5WrF7RLm/O0KMgeIep9pLF5JbLMbtlDxW2St+hj9kWh1roSmshfTRb+go7G6AcjlDb/aWFLzpK+7vRtl8RUIMHTddyKPMIqV5xjThQnwWK02GhZkJgr0dtfLchKiKgrcGiBsAUM+b/uL+bnJozhsxQtwVpyKJDE+1tOKUO2Qa6uOk1Q3GCVEFBW8NEHfojTuviugPxQUL1PNGjI+TlQAOluwpAvFa2ONUJmNwQWG+m/EOmRLjQcFbA8RNN8FtNIn+4P5uaMECMUY8Hg8tXdi9b3EZmp/39uBZAStFCWAcKUKI8aPgrQFS6HmjYVO9xR02LSyToJyTMZ0QY9BCYdGC5nvezsexU4Q0c7ZCUyft5ZcjRFUUvDVA3AULNGyqv5QtJqFcb8QYcbfJeqSFFaf/cjaip143YigoeGuAFBcs0LCpvrJXMqRNK06JMeIOmz7KLIJMgytO80vKcTM5l1XWi+a7EQNBwVsDRAsWDIeZCR+25uycTJTrjRgjX86waYlYimf5mltxeunRc1SNDYWmfIQ2d9LY8xGiThS8NTASqQwFZexN6WnOm37j/n6o540Yo0Y2QoUvKppM1svdEqtLc0oRQgwHBW8NTF6p4nwp6nnTb9zfD3fOIiHGgMfjoSUn35umtsliGEYhvxvNdyOGhIK3BkbZkJuyeVVEfygk6qVhU2KkuIsW4jWULiQ6rRCZhSJWGeV3I4aEgrcGhvvBb2NuCjPanFivcYNrmvNGjBV3myxNDZv+y0kR0sTREs2cKUUIMRz0qd3AcIfcaGss/edIw6akgeAOmz7KLALDqH/FKTdFyCt+jcDj8dT+PIRoCgVvDQx3sjttSq//aMECaSi4K06LRBKkF5Sp9TkKyspxI4mTIoTmuxEDQ8FbA5NdxJ7n4Ujz3fQet3eU+zskxFi42ZrDWshZcarmeW//PXoOaZUcIQITPkJ9KEUIMSwUvDUwWZxJui425jqqCamtRtZC1jH3d0iIseDxeArz3uLUvOKUO2TaubkjLAWm1ZxNiH6i4K2ByeL02jSyEVZzJtEX3N9RVpFII/OACNEHmtwmi2EY2hKLGAUK3hqYzAJOz5stBW/6jvs7KpcytL8pMVotFTaoV1/wFpdRpDCHjlKEEENEwVsDo9DzZk3Bm75zslL8HXF/j4QYC+4ep/EZhWrraebuquBpbwGfRtbVnE2I/qLgrQFhGEah542GTfWfwJQPB87CEu7vkRBjwe15KyiTqG2ep8KQKaUIIQaKgrcGpFgsRWm5lFVGCxYMA/f3lFWk3vQJhOgLDzsLWArYe4zGqWHFaZFIgutJOayyV2i+GzFQFLw1IMq+vVLPm2FQWLRAK06JkeLzFVecxmfWf8Xpf4+eo1z6YvjVzISHri2c631fQnRBr4I3mUyGiIgI9OjRA4GBgfjoo4+QlJRU7fnx8fGYNGkSOnfujNDQUEydOhXPnj3TYo0NSyZnoq6N0BQWnG+4RD+5cII3GjYlxkwT22T9y9mIvlNTR4WccoQYCr0K3tasWYPdu3dj0aJF2LNnD3g8HiZOnAixWDGjfG5uLsaNGwcrKyvs2LEDv//+O3JzczFhwgSIRPTBpgylCTFcytKFEGKsuIsWHtVz2JRhGJxXsiUWIYZKb4I3sViMTZs2YcqUKejVqxf8/f2xcuVKZGRk4NSpUwrnnz59GqWlpViyZAlatmyJNm3aYNmyZUhISMDNmzd18Ar0H7e3xpmCN4PBDd6o540YM26ut7jM+q04TcgqwtO8UlbZK34uKt+PEF3Tm+AtJiYGxcXF6NKli7zM1tYWrVu3xrVr1xTODw0NxerVqyEUKgYg+fn5Gq2roeL21nCH4oj+op430pD4cjaozyspR3ax6nv6cleZutmaK+yjSogh0ZvgLT09HQDg7u7OKndxcUFaWprC+V5eXqxADwDWr18PoVCI4OBgzVXUgFGaEMOl2PNGq00NiUgkwoIFCxAaGoqgoCBMnToV2dnZNV5z8+ZNjBkzBh07dkSPHj0wd+5c5OXlyR8vLy9HmzZt4Ofnx/pZuXKlhl+N5nk6WMDcjP3xpOo2WQzD4Nhd9mfIK5QihBg4vQneSksrurQFAvYm3EKhsFZz2LZt24adO3dixowZcHKiTYaVUex5ozQhhoL7uyook6CMk/aF6K/vvvsOly9fxq+//oqtW7ciJSUF06ZNq/b8J0+eYPz48fD398eff/6JlStX4u7du5g6dar8nMePH6O8vByHDx/GpUuX5D+TJk3SxkvSKBM+TyF57vXEXJXu9W9sFm6n5LHKaMiUGDq9Cd7MzSs+nLiLE0QiESwsLKq9jmEY/Pzzz1i8eDE+/vhjfPjhh5qspkHjppegnjfDoex39ZyGTg1CRkYGDh06hHnz5qFTp05o164dfvrpJ1y7dg23b99Wes2hQ4fg4uKCr7/+Gs2bN0enTp0wf/58REVFISUlBQAQFxcHGxsb+Pv7o1GjRvIfKysrLb46zQnwsGUd/37xMXLqOHQqkzFY+k8sq8zLwQK9/Sl4I4ZNb4K3yuHSzEz29iWZmZlwc3NTek15eTnCwsKwbt06zJo1CzNmzNB4PQ0Zd6iNgjfDYWtuCqEp+881gxYtGIQbN24AADp37iwva9asGVxdXZXO5wWAN998Ez/++KPSob3KodPY2Fi0aNFC/RXWE6O7NGUdF5ZJEHEmvk73OH4vDdFpBayy6X19ITDVm48+QlSiN/+C/f39YW1tjaioKHlZQUEBHj58iE6dOim9ZtasWfj777+xYsUKjB8/XltVNUhl5VKFCb8edjRsaih4PB7cOb+vZ5zVc0Q/ZWRkwMHBQWFxVXXzeQHAx8cH7du3Z5X9/vvvaNSoEfz9/QFU9LxJJBKMHz8eXbt2xbBhw3D48GGNvAZdaOdlj7fae7DKdkQm4cnz4lpdL5HK8NOpOFZZSxdrDAnyVFsdCdEVvclQKBAIMHr0aCxfvhyOjo7w9PTEsmXL4Obmhn79+kEqlSInJwc2NjYwNzfHgQMHcOLECcyaNQshISHIynqxmqjyHPJCaq7iB72nQ/XD0UT/eDpYIDG7RH6s7HdKtC81NRV9+vSp9vFp06YpzOUFaj+fFwCWLFmC8+fPIyIiAmZmFfvcxsfHw9TUFFOnTkWjRo3w77//Ys6cOSgvL8c777yj2ovRM1++5oe/7qdDLJEBACQyBj/+FYN1Yzq+9Np9N1IVAr2Zr/nBhE8LFYjh05vgDQCmTp0KiUSCefPmoaysDMHBwdi4cSMEAoG8gQwPD8ewYcNw7NgxAMDSpUuxdOlS1n0qzyEvcHMcOViawVKgV79+8hKe9uxg+2leSTVnEm1ydXXFiRMnqn38/PnzShONv2w+L1AxNeTbb7/FwYMHMX/+fLz22mvyx/7++2/IZDL5PVq1aoW0tDRs3LjRaIK3xo6WGNfNG+vPP5aX/f0gHdcScxDs7VjtdWXlUvzCGWIN9LJD/wBXjdWVEG3Sq09vExMThIWFISwsTOExLy8vxMa+mHi6adMmbVbN4D3l9NJQr5vh8bS3ZB1zf6dEN8zMzODj41Pt47GxscjLy4NYLGb1wNU0nxcAioqKMHnyZFy/fh0rVqzAoEGDWI8ry3Hp5+eHo0ePqvAq9Ndnr7TA3mspyC0pl5ctOh6NQ591rTbdxx9RyUjLZ8/xDevvT+lBiNHQmzlvRLO4vTTcXhyi/7gBN7c3leinjh07QiaTyRcuABVpPjIyMqqdzysWi/Hxxx/j3r172LBhg0LglpeXh06dOinMcbt37x5atmyp/hehQ3YWZpjWh/2a7qTkKeRuq1QkkmD1uUesstDmTujWglJIEeNBwVsDodDzxunFIfpPYdg0t7ReWwYR7XB1dcWgQYMwb948REVF4e7du5g5cyZCQkLkixLEYjGysrLkw6vr16/HjRs3sHDhQvj4+CArK0v+IxaLYW9vj65du+Knn37CxYsXkZiYiN9++w1HjhzBlClTdPhqNWNU56Zo5sxOgfLj3zEQSRRzHW669EQhpciX/f2o140YFQreGghuLw0NmxoeL87vrFgsRX5peTVnE33y/fffIzQ0FJMnT8b48ePRvHlzREREyB+/desWunfvjlu3bgEAjh07BoZhMGPGDHTv3p31U3nOkiVLMHDgQHzzzTcYPHgwTpw4gYiICPTo0UMnr1GTBKZ8fDXAn1WWmluKbf8lscpyi8X4/cJjVlnfVi7o2NRB43UkRJv0as4b0RzuykQaNjU8bnbm4PMAWZXOttTcUthbKq5kJPrF0tISixYtwqJFi5Q+3rlzZ9ac3n/++adW9/zqq6/w1Vdfqa2e+qx/gCtCvB1xNTFHXvbr2Xi809ELDlYVfwPrLiSgUCSRP87jVawwJcTYUM9bA1AulSGDk6CX24tD9J+ZCR+utuwUOJQuhDQUPB4PXw9qxSorKJPg17MV89syCsqw5XIi6/E3Az3Qyp29UwMhxoCCtwYgPb+M1VsDUM+boVJMF0LBG2k42je2x5uB7MS92yMTkfi8GL+ejYfo//ngAMCUz8P0vr7ariIhWkHBWwPA7Z2xFJjA3tJMR7Uh9aGw4pR63kgDE9bfDwKTFx9d5VIGs/bdxe6rKazzhgc3hrezcezzSggXBW8NQGouO02Il4MFrbwyUNzh7pRcStRLGpbKxL1VXU3MgaTK8ILAlI+pvY0rZQohVVHw1gA85mwR08SR0oQYqqaO7J6E2u7zSIgx+ezVFjWOHowNbQo32ruZGDEK3hqAhMwi1rGPi7WOakLqy8eFHbwlZRejXCqr5mxCjJOyxL2VrIWm+PSVFlquESHaRcFbA5CQxQneGlHwZqi4v7tyKYOUHBo6JQ3P+52bwttJcRRhQo9mcLSi9DnEuFHwZuTKpTIkZbM/3FtQz5vBsrcUwNma/cGUkEVDp6ThEZjyMft1duJeB0szjO/eTEc1IkR7KHgzcknZJayJvADg40zBmyFrzul9e8QZFiekoegf4IYxXZoCACzMTPDT8PawMaeV9MT40Q4LRo47ZOpsLYQdpQkxaD6NrHH1yYss89zfMSENBY/Hw/dD2mB6P19YCkxgbmai6yoRohUUvBk5xflulPfI0HF/hxS8kYaO5riRhoaGTY1cQiZ7PhTNdzN83N9hQmYRGIap5mxCCCHGhoI3I/eIVpoaHe7vsKBMgqwikY5qQwghRNsoeDNiEqkMsekFrDLqeTN8nvYWsODM7Xn4rKCaswkhhBgbCt6MWHxmEcrK2Qlc23ja6ag2RF34fB4CPGxZZXdT83VUG0IIIdpGwZsRu5uaxzpu7GhBE3uNRDsve9Yx93dNCCHEeFHwZsTucHpj2nna66YiRO3aebF7UO+k5tOiBUIIaSAoeDNi97jBmxcNmRoL7u8yq1CEjAJatEAIIQ0BBW9GSiSRIoazWIE71EYMl7eTFWzM2Wka79DQKSGENAgUvBmp6LRClEtfDKPxeEAbT9sariCGhM/noS1n8QnNeyOEkIaBgjcjFfU4m3Xc3NmK9vwzMtye1KjHOcpPJIQQYlQoeDNSlx49Zx13ae6ko5oQTenS3JF1fCslD4Vl5TqqDSGEEG2h4M0IlZVLWRuXA0CPls46qg3RlM7NnCAwefEnLJUxiKTeN0IIMXoUvBmha4k5EEleJOfl84BQHwrejI2FwAQdmzqwyi7GZ+moNoQQQrSFgjcjdCmePWQa2NgedhY0380Y9fBlB+Xc3z0hhBDjQ8GbkWEYBqejM1hlPVpQr5ux6tGiEev48fNiPM4q0lFtCCGEaAMFb0bmwbMCJGQVs8p6+bnoqDZE0wI8bOFsLWSVHbr9TEe1IYQQog0UvBmZg7eeso69HCzQoYm9bipDNI7P52FwoDur7NCtp7RVFiGEGDEK3oyIVMbgyB12r8vQIE/weDwd1Yhow9AgT9Zxck4Jbibn6aYyhBBCNI6CNyNy6mEGsgrZ+1u+1d6zmrOJsWjraYfmzlassj+iknRUG0IIIZpGwZuRYBgGa/59xCpr62mHFi7WOqoR0RYej6fQ+3bk9jOk5pboqEaEEEI0iYI3I3H5UTbupuazyib0aKaj2hBtG9W5CczNXvw5S2QMfrvwWIc1IoQQoikUvBkBiVSGH05Es8qaOlliUFv3aq4gxsbJWoj3QpqwynZfTcGjzEId1YgQQoimUPBmBDZdfoKHaQWsso97+sDUhH69DcnEHs1hZvJicYpYKsPXB+5DJqOVp4QQYkzo093A3U7Jw4qTcawyX1drvNPRS0c1IrriYW+Bj7qzh8qvJuYozIUkhBBi2Ch4M2ApOSWYuO06ax9THg8IH9YOAlP61TZEX/TxRWNHC1bZ8pNxOHz7aTVXEEIIMTT0CW+g7qTkYeia/xRSg3zY1Vths3LScFgITLBkWDtwU/t9sec2Nl9+Qsl7CSHECOhV8CaTyRAREYEePXogMDAQH330EZKSqs9XlZubi5kzZyI4OBjBwcH45ptvUFJi3OkRCsvKsfyfWLy99j88L2IHbl19nPD1wFY6qhnRF91aOGMu598BwwALjj7ER1uuIYH2PtU6kUiEBQsWIDQ0FEFBQZg6dSqys7NrvGbVqlXw8/NT+JFIJPJz/vjjD/Tp0wft2rXDiBEjcO/ePU2/FEKIHtCr4G3NmjXYvXs3Fi1ahD179oDH42HixIkQi8VKz586dSpSUlKwZcsWRERE4PLly1iwYIGWa615EqkMN5JysODoA3T/8RxWnXsECWcSur+bDda+3xFmtEiBABjfvRk+7OqtUH4uNgv9fjqPSduu48S9NOQUK//bIur13Xff4fLly/j111+xdetWpKSkYNq0aTVeExsbi7feeguXLl1i/ZiamgIADh48iGXLluGLL77AgQMH0LRpU0yYMAE5OTnaeEmEEB3iMXoyjiIWi9GlSxeEhYXhvffeAwAUFBSgR48e+OGHHzBo0CDW+bdu3cLIkSNx4sQJ+Pj4AAAuXbqECRMm4Pz583B1da1zHfr06QMAOHPmTD1fTe3IZAzEUhlEEhnKyqXIKRYju0iM7GIRsgpFePK8GDHphYhJK0CxWFrtfbo0d8T6MZ1gZ2GmlXoTw8AwDCLOPMLK03E1ntfSxRptvezQxNESTZ0s0cjaHLYWprA1N4OdhRmshKYwM+HRNmsqysjIwCuvvIL169ejZ8+eAIAnT55gwIAB2LNnD9q3b6/0uv79++O9997Dhx9+WO3j/fr1w5dffgkAkEgk6Nu3L0aNGoVJkybVuZ7abv8IIaoz1XUFKsXExKC4uBhdunSRl9na2qJ169a4du2aQvB2/fp1NGrUSB64AUBISAh4PB5u3LiBgQMHqlSPp3mlCFl8Wn6sLLJVHu4qFio7jwFQLqkI2MRSmeIJdWDC5+HzV3wwuXdLWqBAFPB4PEzr2xIBHraYc/CewvzISvGZRYjPfPlQqgmfB1M+D2YmfJiZ8GBqwocZXzGoqzyU/xe8Kv//om5Vj8F5/MzMV15aH0Nx48YNAEDnzp3lZc2aNYOrqyuuXbumNHgrLS1FcnIyWrRoofSe2dnZSExMZLWXpqam6NSpE65du6ZS8EYIMRx6E7ylp6cDANzd2YllXVxckJaWpnB+RkaGwrkCgQD29vZKz6+NzMxMyMolyNv3jUrX15WgHtdaCExgZ2GG41F8HP9RbVUiRsqaAZiychSWSeq1aIEBIP7/jyaNvuWDHTt2aPhZtCMjIwMODg4QCoWs8uraNgCIj4+HTCbD33//jYULF0IsFiMkJARffvklXFxcamwvY2JiVKpnZmYmpFKpvAeOEKIb7u7uL23/9CZ4Ky0tBVARgFUlFAqRn5+v9HzuuZXni0TKexheRigUgsfjoZGjpUrXE6Kv+DzAzsKMhtY1IDU1tcaAZ9q0aXVuq+Lj4wEANjY2iIiIwPPnz/HTTz/hgw8+wMGDB2tsL+vT/lU3v5gQol/0JngzNzcHUDH3rfL/gYpVWhYWFkrPV9bQiEQiWFqqFnxdv35dpesIIQ2Xq6srTpw4Ue3j58+fr7atUta2AcDbb7+Nvn37ws7OTl7WsmVL9OrVC+fOnUOTJhVboXHvW9M9X4baP0IMh94Eb5Xd/5mZmfKGqfLY399f4Xw3NzecPn2aVSYWi5GXl6fSYgVCCFGFmZkZa+4tV2xsLPLy8iAWi1k9ZZmZmXBzc6v2uqqBG1ARJNrb2yM9PV0+1y0zM5P13C+7JyHEOOjNLHd/f39YW1sjKipKXlZQUICHDx+iU6dOCucHBwcjPT2dlQeu8toOHTpovsKEEFILHTt2hEwmky9cAIDHjx8jIyNDadsGACtWrMDAgQNZ8xNTU1ORm5uLFi1awNHREc2aNWO1lxKJBNevX6/2noQQ46E3wZtAIMDo0aOxfPlynDlzBjExMZg+fTrc3NzQr18/SKVSZGVloaysDAAQGBiIDh06YPr06bh79y4iIyMxf/58DBkyhHreCCF6w9XVFYMGDcK8efMQFRWFu3fvYubMmQgJCZGvNBWLxcjKypIPgw4YMAApKSn4/vvv8eTJE1y7dg1TpkxBhw4d0KNHDwDARx99hM2bN+PgwYN49OgRvv76a5SVleGdd97R1UslhGiJ3uR5AwCpVIqffvoJBw4cQFlZGYKDg/Htt9/Cy8tLPik4PDwcw4b9r717j6sh//8A/kq2ZMOSlA2hdUpyuohcou2kC/0s5VKptLTEru2RXMpt7Xdbl0XWZiVRRGylG7u6bLRW7XZRu9be3EvFtolUvoXqfH5/9DjzNZ2uyOnwfj4ePR7OZz4z854Zn898Zj6fmXEE0Pi4/H/+8x9kZGRAWVkZdnZ2WLt2rdRTXYQQIks1NTXYsmULUlNTAQBTpkzBhg0b0Ldv46fscnJysGDBAhw5coR7pUhOTg52796Ny5cvQ0lJCVZWVvDz8+N1p4aFheHIkSN48OABDAwMsGHDBowcSV9ZIeRV16Uab4QQQgghpHVdptuUEEIIIYS0jRpvhBBCCCFyhBpvhBBCCCFyhBpvhBBCCCFyhBpvhBBCCCFyhBpvhBBCCCFyhBpvcmL9+vXw9/eXSs/KyoKjoyOEQiFsbGyQmJj48oPrIsRiMYKCgjB58mQYGhpi0aJFvC9wkEbBwcFwd3fnpf39999wc3ODkZER3n33XYSFhckoOvKyUbnpHA8ePMAnn3yCKVOmwMTEBC4uLrzvx7ZV5ui4PL+CggIYGxsjPj6eS3tV9js13rq4hoYGfPHFF4iNjZWaduPGDXh5ecHCwgKJiYlwcnLCunXrkJWVJYNIZS84OBhRUVH4/PPPER0dDQUFBSxevLjZj4K/rg4fPoygoCBeWkVFBRYuXIihQ4ciLi4OH3/8Mb766ivExcXJKEryMlG56Ry+vr747bffsGvXLsTGxmLUqFHw9PTEjRs32lXm6Lg8n7q6OqxatQo1NTVc2iu13xnpsq5fv87mzp3Lxo8fz959913m5+fHm75x40Y2d+5cXpqvry9btGjRywyzS3j8+DEzNjZmx48f59IqKyuZUChk3333nQwj6xpKS0uZp6cnMzIyYnZ2dszNzY2bFhISwiZPnszq6uq4tMDAQGZrayuLUMlLROWmcxQWFjKBQMDy8/O5NLFYzKytrdnu3bvbLHN0XJ5fYGAgc3d3ZwKBgMXFxTHG2q7r5Gm/0523Liw3NxcjR47Ed999h0GDBklNz8vLw/jx43lp48ePR35+Pu+D1q+Dy5cv47///S9vf/Tu3Rv6+vq4cOGCDCPrGv7880/06dMHp06dgqGhIW9aXl4exo4di+7du3Np48ePR0FBAe7du/eyQyUvEZWbztG3b1+EhobCwMCAS1NQUABjDJWVlW2WOTouz+fChQuIjo7GF198wUt/lfZ797azEFlxcXFpdXppaSk0NTV5aQMGDEBtbS0qKirQr1+/zgyvSyktLQUADBw4kJc+YMAA/PPPP7IIqUsRiUQQiUTNTistLYVAIOClDRgwAABw584dqKmpdXp8RDao3HSO3r17w8LCgpeWnJyMoqIimJub48svv2y1zNFxeXZVVVVYs2YNNmzYILX/2qrr5Gm/U+NNRkpKSmBlZdXi9MzMTKirq7e6jEePHkFJSYmXJvnd5frnO1ltbS0ASO0PZWVlVFZWyiIkudHc/yNlZWUAwOPHj2UREnlJqNy8HPn5+Vi3bh2srKwgEomwdevWVsscHZdn9+mnn8LIyAgzZsyQmtZWXSdP+50abzKioaGBpKSkFqe3566ZsrKyVCNN8ltFReX5ApQzPXr0ANC4/ZJ/A40F8nXbFx3Vo0cPqf9HkkZbz549ZRESeUmo3HS+M2fOYNWqVTA0NMSuXbsAtF3m6Lg8m8TEROTl5eHbb79tdvqrtN+p8SYjb7zxBnR0dJ5rGQMHDkRZWRkvraysDD179kSvXr2ea9nyRnKbu6ysDEOGDOHSy8rKoKenJ6uw5IKmpmaz/4+AxosM8uqictO5IiMjsXnzZlhbW2Pnzp3cHZ22ylx9fT2XRsel/eLi4nDv3j28++67vPRNmzYhLCwMb7/99iuz3+mBBTlmamqK3NxcXlpWVhZMTEzQrdvrdWj19PSgqqqKnJwcLq2qqgp//fUXTE1NZRhZ1zd27Fjk5+ejoaGBS8vKysKwYcNovNsrjspN5zl+/DgCAgLg6uqK3bt387ri2ipzdFyezc6dO5GUlITExETuDwC8vb0RGhr6Su331+sM/4pxd3fHpUuXsHPnTty4cQPh4eFITU3FBx98IOvQXjolJSW4ublh586dOHv2LC5fvowVK1ZAU1MT1tbWsg6vS5s9ezYePnyI9evX4/r164iPj0dERAS8vLxkHRrpZFRuOkdBQQG2bNkCa2treHl54d69e7h79y7u3r2L6urqNsscHZdno6GhAW1tbd4fAKipqUFLS+uV2u/UbSrHRowYgeDgYOzYsQMREREYNGgQduzYgQkTJsg6NJnw9vZGfX09NmzYgEePHmHs2LEICwuTGnxK+NTU1HDw4EFs3rwZDg4OUFdXx5o1a+Dg4CDr0MhLQOXmxUtNTUVdXR3S0tKQlpbGm+bg4IBt27a1WebouLx47anr5GW/K7DX7YVghBBCCCFyjLpNCSGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXeCCGEEELkCDXe5FR8fDx0dXXb/CMvR0pKCiwsLFBbWwsAEIlEEIlEbc4nEonaPE7tydOc9PR0mJubo7KyssPzEvIi+fv7Q1dXl/fNyK5AV1cX7u7uL2x5JSUlXN07Z86cVvPu2bOHy1tSUsKb39/f/4XFRKS9CvuZPo8l56ytrbvcN9deNxUVFfjss8/g5+cHFRUVWYfDEYlEiIyMxNatW7Ft2zZZh0NIl7N9+3b079+/U5b9+++/o6SkBIMGDWp2elJSklRav379sH37dgwZMqRTYiKvDmq8yTldXV3MnDlT1mG81nbt2oW+fftixowZsg5Fio+PD+bOnYvZs2dj7Nixsg6HkC6ls+pObW1t3Lp1C6mpqfD09JSafvnyZdy8eRNqamq4d+8el96zZ0+qz0m7ULcpIc/h33//RUJCAhwcHNCtW9crTkKhECNGjMD+/ftlHQohrw1jY2NoamoiJSWl2emnT59Gnz59MGHChJccGXlVdL2zDekUIpEIXl5e2LdvH0xNTWFiYoJjx44BAMRiMY4ePYqZM2dCKBTC1NQUH3zwAfLz86WWU1xcjJUrV2L8+PEwNjbG0qVLUVxcDGNjY974AXd392bHaeXk5EBXVxd79uzhpd+8eRO+vr6YMGECDAwMYGNjg927d+PRo0e8fLq6uvjss8+QmpoKR0dHCIVCjB8/Hv7+/rh7967U+pKSkuDq6ooxY8bAzMwMHh4eyMrK4rZFT08PS5YskZrvyZMnGDt2LBYuXNjqfj169Cjq6upgZ2fXaj4ACAgIgK6uLtavXw+xWNxm/pZIxg+19Nd0HIednR0yMjJw9erVZ14nIS8LYwwnTpzA/PnzYWpqilGjRsHc3By+vr64deuWVN6jR4/C3t4eQqEQVlZWOHDgAPbu3csbS9aSpmPe/P39YWxsjJKSEvj4+MDMzAxCoRDOzs7IzMxs9zYoKCjA1tYWly5dwu3bt6WmJycnw8bGBm+88QYvvaWxWIWFhfDz84O5uTkMDQ0xffp0hIaG4smTJ7xt+fTTTxEQEAAjIyOMGzcOZ8+eBQBUVlZi27ZtsLKygoGBASZMmABfX1/cuHGDt56GhgZ8/fXXmDFjBoyMjGBqagp3d3ekp6dLbUN762wA+Pnnn+Hp6Ylx48ZhzJgxcHJyQmpqqtS6nz4PmZiYYMGCBfjxxx95+STjvXNzc/HFF1/AwsICBgYGsLOzQ0REhNS6m56zli1bhuLiYql8tbW12Lp1K+zs7CAUCmFmZgYvL69mz4NdAXWbyrna2lrcv3+/2Wn9+vXj/c7NzcWff/4Jb29vVFRUcFd9q1atwunTp2Fra4t58+ahsrIS8fHxcHd3x65du7iGye3btzFnzhzU1tbC1dUVb7/9NlJSUuDu7o66urpn3oZLly7h/fffh6qqKlxdXdGvXz9cvHgRISEhyMrKwpEjR6CsrMzlP3fuHBISEuDs7AxnZ2dkZ2cjISEBJSUliIyM5PIFBQVh79690NPTw9KlS6GkpITjx4/D09MT+/btg4WFBcaNG4effvoJ9+7dg5qaGjfvmTNnUFVVBUdHx1ZjT0tLg76+fovjWiQ+//xzREZGwt3dHevXr4eCggJvekvHEIBUQ8/JyUnqip0xhsDAQJSXl0uNgbS2tsaePXtw9uxZCASCVuMkRNa2bt2KiIgITJ06FStWrAAA5OXlISkpCX/99ReSkpK4u9yfffYZjh8/DjMzM7i4uODOnTvYu3cvr77oqLq6OsyfPx8jR46Et7c3Hjx4gEOHDmHJkiVISkrC0KFD27Wc6dOnIyIiAikpKbyu00uXLqG4uBgBAQE4efJkm8u5fPky5s+fD8YYnJ2doa2tjezsbAQGBuLKlSsIDAzk8p48eRIaGhrw8/NDUVERTE1NUV5eDhcXFxQXF2PWrFkQCoUoKSnBN998g/T0dBw8eBCmpqYAGvf9sWPHMG/ePCxYsADV1dWIiorChx9+iP3798PCwoLbhvbW2SdOnMDGjRuhpaWF999/H3369EF8fDy8vb0REBCAefPmQSwWY/ny5UhPT4eZmRlWrlyJ//73v0hISMCSJUvg7+8vdSG9du1a9OzZEx4eHujevTuOHz+OLVu2QFVVFbNnzwYAlJaWYt68eaipqeHOWWlpafjoo4+k9rOvry9++uknuLq6Yvjw4SgvL8exY8fg4eGB2NhY6Onpteu4vzSMyKW4uDgmEAha/XuapaUlEwgE7Ny5c7z0pKQkJhAI2IEDB3jpDx8+ZHZ2dszMzIzV1NQwxhjz9fWVWkZ9fT1bvHgxEwgEzM/Pj0t3c3OTioExxrKzs5lAIGBBQUGMMcbEYjGzt7dnFhYWrKKigpc3JiaGCQQCFhoayqVJtu3ixYu8vB4eHkwgELCCggLGGGOFhYVs5MiRzM3NjT1+/JjLV15ezsaMGcMcHR0ZY4wlJiYygUDADh8+zFve4sWLmYmJCautrZXaBonS0lImEAjYunXrpKZZWloyS0tLxhhjAQEBTCAQsB07djSbr63j2NzxbEqyjoMHD0pNq6+vZ6NHj2YeHh6tLoOQzuLn58cEAgHLzs5uNd/9+/eZvr4+8/Lykprm7e3NBAIB++OPPxhjjP32229MIBCwZcuWMbFYzOXLy8tjurq6TCAQsOLi4lbXJxAImJubm1ScmzZt4uWT1BO7du1qdXnFxcW8utDS0pLNmTOHl2fr1q1s0qRJrL6+nlufJM6m8zPGmKurKxs1ahT7+++/ecuR1MdXr17ltuXp3xJr165lAoGAxcbG8tKvXr3KRo0axaytrVl9fT1jjDEjIyP2wQcf8PL9888/bOrUqWzPnj2MsY7V2dXV1czIyIjZ2Niw6upqLl9tbS2bOnUqtx8SEhK47X76WFZXVzM7Ozumr6/Pbt26xRj737nvvffe49Xtd+7cYbq6uszJyYlL8/f3ZwKBgGVkZHBpYrGY+fj48PbzvXv3mj3uFy9eZDY2NiwmJoZ1NXTnTc7NnDkTs2bNaldeJSUlTJo0iZd2+vRpAICtra3U3R8bGxuEhITgwoULMDc3R3p6OkaMGMFdfQGAoqIili9fLnVru72uXLmCa9euwdnZGWKxmBeDpaUllJWVkZaWhsWLF3PpQ4cOhaGhIW85o0ePRlZWFsrLyzF06FCkp6ejoaEBHh4eUFJS4vKpqanh+PHjUFVV5bZbcgXs4eEBALh79y4yMzMxZ84c9OjRo8XYCwsLATQOTm7J5s2bcfToUbi7u2PVqlUt5jt06FCL01avXo3y8vJW5z169CjmzZvX7OBoRUVFaGlpoaioqMVlENIV9O3bF3l5eWhoaOClV1VVcU9y19TUAGjsegSApUuX8u5kjxkzBhMnTsRPP/30zHG89957vN+jR48GgGaHZrTG1tYW4eHhuH37NrS0tMAYQ3JyMuzs7KCoqNjm/Pfv30deXh5EIpHUnZ+1a9fCy8uLV/8MGTIEI0aM4H6LxWJ8//330NbWlupFGDFiBGbOnInY2Fj8+eefEAqF0NTURG5uLsLCwmBra4tBgwZBU1MTaWlp3HwdqbN//vln1NTUwMXFhatzAaBHjx4IDQ2FoqIiunXrxo0N9PHx4R1LVVVVLF26FGvWrEFqairvPDBt2jRe3T5w4ED079+fqysZYzhz5gwEAgHMzc25fAoKCli8eDHvaV9VVVX06tULycnJ0NfXh6WlJdTV1WFoaCjVvdtVUONNzg0ePBgTJ05sV96+ffuie3f+IS8oKAAATJ06tcX5bt++jYqKCtTU1DTbUHmerjjJ+qOiohAVFdXi+p/W3KP9kkIsqfQlY12GDx/earw9evTA9OnTER0djRs3bkBHRwfffvstGhoa2uwylVRavXv3bjHuI0eOoFu3bvjll19QX18vtf8lWjuGrXUBpaamYvv27Zg4cSI2bdrUYr7evXvjypUrLU4npKtQVlbG2bNn8cMPP6CoqAglJSX4559/uJO6ZBiBpO5orozr6Og8V+NNXV2d91tSv3R0rOr06dMRHh6O1NRULFq0CPn5+SgtLcX06dPbNf+dO3fAGIOOjo7UtP79+0vVhU1/V1RUoLq6GmPHjpUaqgGAa+iVlJRAKBRi8+bN8PHxwfbt27lXlkyaNAn29vbc0+odqbMl9XBz8Q8bNoz7d1FREVRVVaGpqSmVT1JfNx2/2NJ5QHKMKioqUFVVBTMzM6l877zzjtR827Ztw9q1a7Fx40Zuvebm5pgxYwb09fWb3U5Zosbba6S5hkNDQwPefPNNfP311y3O93Qha84bb7zRrqtIyfqeJilorq6uLTYgm8bdnqc6JWPwmquwmpozZw6io6Nx6tQprFixAgkJCRg2bBiMjIxanU8SR2sVur+/PyorK7Fv3z6EhIRg+fLlbcbTXr/++itWr16NYcOGISgoqMWGIQDU19d3yadhCXlaXV0dli9fjnPnzsHAwAAGBgawtbWFvr4+fvzxR95T05Iy/vTdF4nnGfMGtK/eaI/Ro0dj8ODBSElJwaJFi5CcnAwtLS0YGxu3a/76+voOxdO0DmCMtTq/pO6S7EMTExOcOXMG2dnZyMjIQE5ODqKiovDNN99g4cKF8Pf371Cd3d74GWMt5pGcM5oe5/bWZ5J90Fba1KlTMWnSJGRkZCAzMxM5OTkIDw/HoUOHsG7dOixYsKBd63tZqPH2mhs0aBAKCgqgp6cn9YDD33//jbKyMqioqKBPnz546623cP36dallFBcXSzXKJI25R48e8boem3Y7PD3Qv+ndJ7FYjNTUVAwePPiZtgtovEps2vg8fPgwrl+/jg0bNqBHjx4QCoUQCARISUnBrFmzcPXqVaxcubLNdUiuzisqKpqdrqWlhYULF+LJkydIS0tDSEgIrKysMHLkyA5vT1O3bt3CsmXL8Oabb2L//v3o1atXq/krKiqk7iYQ0tUkJSXh3LlzWLJkiVQZTEhI4P0eNmwYMjMzcfPmTakuRcndoa5g2rRpCA0NRXFxMVfHtLcx9nQ91tTly5cRGhoKJyenZu8uAY0PramqquL69evNNpCuXbsGoLHL8fHjx7hy5Qr69OmDKVOmYMqUKQAa6/dFixYhIiICy5cv71Cd/XT8T3ddAsCpU6eQlZUFHx8fDBkyBDdv3kRpaanU3TfJOeftt99uZU9J69u3L/r06SP1RC3wvyEvEg8fPsSVK1cwaNAg2NjYwMbGBkDjPvbw8MDevXu7XOONLsVfc7a2tgCA3bt389IfPnwIHx8ffPTRR3j8+DEUFBQwbdo0FBYWSr0ZPCwsTGq5AwYMAAD88ccfXJpYLMapU6d4+QwMDKClpYWEhASpMVnR0dHw8fFBXFxch7fLysoKCgoKOHbsGHf1BwAPHjzAgQMHcOnSJV6j0tHREYWFhQgJCYGiomK7XpSppaUFQLpbtyklJSVs3rwZDQ0N8PPz4z3e/yzu37+PxYsXo6amBsHBwW02bp88eYK7d++2+UQsIbImuRBq+pohyQtvgf/diZk2bRqAxouxp127dg3nz5/v5EjbTxLnli1bUF5ejv/7v/9r97z9+/eHkZERzp8/L9WAi4yMxOnTp1u9cOvWrRusra1x69YtxMfH86bduHED3377LQYPHgx9fX1UVFTAyckJAQEBvHyDBw+GhoYGFBQU0K1btw7V2RMnToSKigpiYmK4TwcCjXVSaGgo0tPToaamxjsPPX1XrKamhhsb19rQnuYoKCjAzs4OBQUFbZ6zrl69ivnz5yM4OJiX/s4776BXr16t9mrISteLiLxUjo6OSElJQXR0NIqKiiASiVBfX48TJ06gsLAQq1evhoaGBoDGwaRZWVlYvXo18vLy8M477yAzM7PZ9x/Nnj0bJ0+exIoVK+Dh4QEVFRWcPn0aDx484OVTVFTE559/Di8vLzg6OsLZ2RlDhgzB77//jri4OAwZMgQffvhhh7dLR0cHS5Yswf79++Hi4gJ7e3uIxWLExMSgsrISX331FS//zJkzERgYiMTEREyZMoXb5tZoaGhAIBDgl19+aTOvkZERFixYgMOHD2Pv3r3cKxCexYcffohbt25h3rx5+Pfff3Hq1Clehffmm2/yKro//vgDT5484a6kCZGVQ4cOcQ9JNbVu3TpMnjwZgYGB2Lx5M4qKiqCuro5r164hLi6OuwirqqoC0PhggqOjI+Lj41FWVgYrKyuUlZUhMjKS61J7Ud2fz0NfX597iGrYsGEdvvO+ceNGuLu7Y+7cuXB1dcXAgQORnZ2N5ORkuLi4tDkea+XKlcjNzcX69etx4cIFGBoaoqSkBFFRUVBUVMSWLVugoKAATU1NzJ07F9HR0fD09IRIJIKCggIyMzNx4cIFuLm5oWfPngDQ7jr7rbfegr+/PzZt2gRHR0c4ODhARUUFJ0+exLVr1/Dll1+ie/fumDlzJlJSUpCQkIA7d+7AysoKtbW1SEhIQGFhIVatWvVMPTA+Pj7IzMzE6tWrkZ+fj+HDhyMjIwOXLl3i5TMxMYG5uTmioqJQVVWFcePGoaGhAampqSguLoafn1+H193ZqPH2mlNUVERISAgiIiJw8uRJ7Ny5EyoqKtDR0cGePXu428dAY0H85ptvsHv3bqSkpODhw4cwNTVFUFAQvLy8eMs1MzNDYGAgwsLC8NVXX6F3796wsbGBp6cnrKyseHknTpyImJgY7Nu3D3Fxcaiuroampibmz58PLy+vZ+7u8/X1xfDhwxEZGYkvv/wSKioqGD16NHbs2ME9PSbRr18/WFpa4vvvv2/zQYWniUQihISE4N9//22zwefj44OzZ8/iwIEDsLKyglAofKbt+vXXXwEAMTExiImJkZqupaXFa7xJPgYuEomeaX2EvCg//PBDi9NWrVoFHR0dhIaGIigoiLs7MnDgQLi5ucHOzg6zZs1CRkYG9+7JgIAAaGtrIy4uDlu3boWGhgY+/vhjXLx4EcnJyc2Oh5OFadOmYd++fbC3t+/wvAYGBoiNjUVQUBCioqLw6NEjaGtrY9OmTXBycmpzfnV1dcTGxiI4OBjp6en47rvv8NZbb0EkEmHp0qW8hwk++eQTDB8+HAkJCdi1axcaGhowfPhwbNy4EfPnz+fydaTOdnZ2xsCBA3Hw4EHs27cPioqKGDlyJMLDw7m3HygqKiI4OBgRERFITEzkzkOjR4/G+vXrn/nCs1+/foiJieGds4yMjBAeHi7VuxIUFITw8HCu6x4A9PT0sHPnzi756UMF1tzIPUI6oKSkBFZWVnBwcJDrD6B7e3sjNzcX58+fb3elf/v2bdja2mL58uVYunRpJ0fYcYwx2NnZQVtbG6GhobIOh5AX5uHDh+jWrRt3N+hpixYtQk5ODn777bcu2eVFyPOiMW+EoHFQbnp6OhwdHTt0ta6lpQUHBwecOHHiuT551Vmys7NRWFiIZcuWyToUQl6o8+fPw9jYGImJibz0O3fuIC8vDwYGBtRwI68s+p9NXmtRUVHIzs5Gbm4ulJWVuRf1dsTHH3+M77//HnFxcZg7d24nRPns9uzZA3t7+3a/moAQeTF58mSoq6sjICAA169fh7a2NsrKyhATEwPGGNasWSPrEAnpNNR4I681RUVF/Pjjj9DQ0MCnn37argcVmhowYAA++eQTbNu2Dfb29s1248hCWloaioqKsHfvXlmHQsgL16tXL0RHR2P//v1ISkrC3bt30bt3b4wZMwbLli17Ia/kIaSrojFvhBBCCCFyhMa8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIEWq8EUIIIYTIkf8HyiWQx+yOTDUAAAAASUVORK5CYII=", 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