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zKv8F8WCW^dP{j-_Fyh0=*wg?cjhmVpVTzeyq%}iR3((#-6gv#fFyqqD%p6o$qN+1D zHb#$MLvzqdKaet{a51+8?cM+hBErDJ6eIl^T7X(HAZ18;Esa1`FGvuf*AleX2qc71 zXJlXms%1ffaCJromRQ2i1XM4gsxvV#N6H^1MTwa?sYT#xKY}x>QWeZB6!e4g^Fh^v nfdXj5OI}(&XwxBxV`s-zT#{H+0xph?OpJ`pxl~nM{oS|#yC" ] @@ -122,24 +124,34 @@ } ], "source": [ - "def plot_and_calc(run, ivl_start, ivl_end):\n", + "def plot_and_calc(run, ivl_start, ivl_end, ax=None, ylabel=True, grid=True):\n", " d = meas[run]\n", " sampling_period_ns = 1000 / 168 / 32\n", " t = np.linspace(0, len(d['adc1'])*sampling_period_ns, len(d['adc1']))\n", - " fig, ax = plt.subplots()\n", - " ivl = (ivl_start, ivl_end)\n", - " \n", + " if ax is None:\n", + " fig, ax = plt.subplots()\n", + " ivl_w = ivl_end - ivl_start\n", + " ivl = (ivl_start - ivl_w*0.5, ivl_end + ivl_w*0.5)\n", + "\n", " t_slice = t[(ivl[0] <= t) & (t <= ivl[1])]\n", " adc1_slice = d['adc1'][(ivl[0] < t) & (t < ivl[1])]\n", " adc2_slice = d['adc2'][(ivl[0] < t) & (t < ivl[1])]\n", " print(len(t_slice))\n", "\n", - " ax.grid()\n", - " #ax.plot(t, d['adc1'], color='red', alpha=0.8)\n", - " #ax.twinx().plot(t, d['adc2'], color='blue', alpha=0.8)\n", - " #ax.set_xlim(ivl)\n", - " ax.plot(t_slice, adc1_slice, color='red', alpha=0.8)\n", - " ax.twinx().plot(t_slice, adc2_slice, color='blue', alpha=0.8)\n", + " def find_offset(t, y):\n", + " y_sorted = sorted(y)\n", + " low = statistics.mean(y_sorted[:len(y_sorted)//5])\n", + " high = statistics.mean(y_sorted[-len(y_sorted)//5:])\n", + " print(low, high, len(y_sorted)//5)\n", + " amp = high - low\n", + " th = low + 0.5 * amp\n", + " \n", + " for t1, t2, y1, y2 in zip(t, t[1:], y, y[1:]):\n", + " if y1 <= th < y2:\n", + " return t1 + (t2 - t1) * (th - y1) / (y2 - y1)\n", + "\n", + " t1 = t_slice - find_offset(t_slice, adc1_slice)\n", + " t2 = t_slice - find_offset(t_slice, adc2_slice)\n", " \n", " def edge_process(xs, ys, color):\n", " y_sorted = sorted(ys)\n", @@ -158,17 +170,37 @@ " x_high = x1 + (x2 - x1) * (th_high - y1) / (y2 - y1)\n", " #ax.axvline(x_low, color=color)\n", " #ax.axvline(x_high, color=color)\n", - " print(f'Rise time t_r = {x_high - x_low:.3f} ns')\n", + " tr = x_high - x_low\n", + " print(f'Rise time t_r = {tr:.3f} ns')\n", + " return tr\n", + " \n", " \n", - " edge_process(t_slice, adc1_slice, 'red')\n", - " edge_process(t_slice, adc2_slice, 'blue')\n", + " tr1 = edge_process(t_slice, adc1_slice, 'red')\n", + " tr2 = edge_process(t_slice, adc2_slice, 'blue')\n", "\n", + " if grid:\n", + " ax.grid()\n", + " #ax.plot(t, d['adc1'], color='red', alpha=0.8)\n", + " #ax.twinx().plot(t, d['adc2'], color='blue', alpha=0.8)\n", + " #ax.set_xlim(ivl)\n", + " l1 = ax.plot(t1, adc1_slice, color='black', linestyle='-', alpha=0.8)\n", + " tx = ax.twinx()\n", + " l2 = tx.plot(t2, adc2_slice, color='black', linestyle='--', alpha=0.8)\n", + " ax.set_xlim([-ivl_w/2, ivl_w/2])\n", + " ax.set_xlabel(r'$t\\;[\\mathrm{ns}]$')\n", + " if ylabel:\n", + " ax.set_ylabel(r'$V\\;[\\mathrm{V}]$')\n", + " tx.set_ylabel(r'$V\\;[\\mathrm{V}]$')\n", + " ax.legend(l1 + l2, [\n", + " fr'$t_r = {tr1:.3f}\\;\\mathrm{{ns}}$',\n", + " fr'$t_r = {tr2:.3f}\\;\\mathrm{{ns}}$'])\n", + " \n", "plot_and_calc('pi3hdx_clipline_risetime_new', 87, 90)" ] }, { "cell_type": "code", - "execution_count": 89, + "execution_count": 87, "id": "fb6a9b36-3bcd-47ca-8b81-233000301aa9", "metadata": {}, "outputs": [ @@ -176,16 +208,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "43\n", - "0.906128168106079 1.3394430796305337 8\n", - "Rise time t_r = 0.913 ns\n", - "1.3725679278373717 1.786827564239502 8\n", - "Rise time t_r = 0.937 ns\n" + "86\n", + "0.9069570653578813 1.348630936940511 17\n", + "1.373560406179989 1.8125483194986978 17\n", + "0.9069570653578813 1.348630936940511 17\n", + "Rise time t_r = 0.935 ns\n", + "1.373560406179989 1.8125483194986978 17\n", + "Rise time t_r = 1.062 ns\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -200,7 +234,7 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 88, "id": "792a2135-8a6b-4665-b9f7-ad0e30f50fb1", "metadata": {}, "outputs": [ @@ -208,16 +242,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "53\n", - "1.6280909729003905 1.9056838989257812 10\n", - "Rise time t_r = 0.752 ns\n", - "1.5605734920501708 1.8225860595703125 10\n", - "Rise time t_r = 0.969 ns\n" + "107\n", + "1.6290217127118791 1.9071647644042968 21\n", + "1.5613759040832518 1.8326980590820312 21\n", + "1.6290217127118791 1.9071647644042968 21\n", + "Rise time t_r = 0.742 ns\n", + "1.5613759040832518 1.8326980590820312 21\n", + "Rise time t_r = 1.160 ns\n" ] }, { "data": { - "image/png": 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", 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+zw8//CCGQKVSiU2bNjXYdvTo0WII3L17NzZs2IDevXuLV/n27t1bfP323+eKFSvEqVU8PT3xwAMPYPTo0XB0dNQaATEzM8Pu3bsbfH+1Wi2GQOrY9CIEhoaGNqs35dtvv8Vzzz2HadOmAQC6deuGv//+GytXrhRDYGRkJEJCQsTu74iICMTFxSEyMhJbt27V/U60c+fOncO4ceOkLoOI2qnffvsN77zzDjQaDcLCwhAREQFTU1Opy2rUnj178MEHH2hNeTJw4EAxMJ06dQrbt29vcP3i4mIxBNaex3b7cOntP9/+u/D19cXUqVMbHMJ2dHQU2168eBE3b97E0aNHteZXtba2RpcuXbB9+3bI5XIYGRlh2rRpKCsrw4QJE9CrVy+97TUl/aEXIbC5Kisr61wNa2FhgX/++QdqtRomJiY4duwYXn75Za02EyZMQGRk5F23ffsHQnFxMQCI56rcTq1Wi134ur7djS7V9orV1lqf2t+LPu9He1Q7vKNWq2FkZCT+G7rz3xJJg8dDN3bt2oUPP/wQgiDgkUceweuvvw6ZTNas32tbHouqqiqsXr1a7On38PBA586dYW5uLl6NDACBgYHihMZmZmawsrLSOn/Q2dlZbDt9+nTMmDGj0fetbTtw4MC7nuNW2/Z//ud/MG7cOFy6dEl8XLlyBcXFxSguLkZCQgICAwMBADNnzhTXr66ubv4v5o73bu9/Fy35HRiKdhkCJ0yYgK+++gqTJk3CgAEDcPLkSWzevBlqtRq5ublwcXFBdnb2PU1SvGLFCixfvrzO8tjYWHTu3FlrmbGxMZydnVFSUtIu5iOqDbTUdmonQI2Pj9f6QKq9HzLpBx6Pe3f06FHs2LEDABAcHIx+/fq16LSJ1j4WZWVl+OKLL5CRkQGZTIaQkBCEhISI592dPHlSq72Hh4fW89qrbG/evIn09PRWrfV2lpaW6N+/P/r374+amhpkZ2dDrVYjIyMDKpWqVd6zvf9d5ObmSl2C3muXIXDJkiXIzs7GsGHDIAgCnJycMGvWLKxatUrriqR7maQ4IiJCa7qPzMxM+Pr6YuzYsXWmQKmoqEB6enqdy9n1Te28VjY2NhweaGMVFRWwsLDAyJEjYW5uDrVajZiYGISEhLTpeU9UPx6Pltm2bRsOHjwIhUKB//znP1i4cOE9f8a01bEQBAEJCQmQy+VYvnw5hg0b1mrv1V51lL+LzMxMqUvQe+0yBFpYWGDz5s344osvcP36dbi4uGDjxo3ibOoA4OzsfE+TFJuZmWlNyFlUVATgVq/fnX8MNTU1WlMQ6KvaId7aWqnt1J7nUzulRa07n5O0eDya79tvv8XatWshk8kwc+ZMvPjiizr5ktkax0Kj0aCqqkr8sr58+XKUlJTA2dlZp+/T0bT3v4vbpxej+rXrRGBiYgJ3d3cYGRlh27ZteOihh8SQM3z48Dpd2QcOHGiVaVCIiAzJ5s2bsXbtWgDAvHnzdBYAW0NeXh5eeOEFvPPOO+L50dbW1gyARNCTnsCSkhKty9FTU1OhVCphb28PT09PREREIDMzU7z8/tKlS/jnn38wdOhQ5OfnY/Xq1Th79iy+/vprcRsLFy7EyJEjsXLlSjzyyCPYtWsXDh482KT7xxIRUV2CIGDjxo348ssvAdy6k9C8efMkrqphp06dwhtvvIEbN27AwsIC6enp8PT0lLosIr2hFz2BtVc31V7hFB4ejsDAQCxduhQAoFKpkJaWJravqanBxx9/jICAAISEhKCiogJHjx5F165dxTZBQUHYtm0btmzZAn9/f0RFRWH79u2cI5CI6B5t2rRJDIALFizQ6wD422+/4dlnn8WNGzfg7e2Nr7/+mgGQ6A560RM4atSoRif3jYqK0nrep08fJCYm3nW7U6ZMwZQpU1paHhGRwTt8+DA+//xzALe+qD/55JMSV1Q/QRCwefNm8a5BISEhWLJkiV7e3o1IanoRAomISH9lZmaKIzNTp07V2wAIAJ988gm+/fZbAMCsWbPw/PPP84I4ogbwL4OIiBpUVVWF1157DcXFxfDz86szCb++GTFiBMzMzPD666/jxRdfZAAkagR7AomIqEGrVq3CxYsXYWdnh5UrV+rllCG3zwE7YMAA7N69Gw4ODhJXRaT/+BXJgC1atAiTJk1q1feIj49HWFgYXF1dIZPJxNs06WK9zMxMTJ8+HQ4ODuJs+nfO9v/ZZ5/B29sb5ubmGDhwIA4fPqyDvSIyDLt378bOnTshk8nw/vvv33WeVSlcu3YN06dPx5UrV8RlDIBETcMQaMBOnDiBIUOGtOp7lJaWIiAgAOvXr9fpevn5+QgODoaJiQn27duHpKQkfPzxx7CzsxPbbN++HYsWLcLixYuRmJiIESNGIDQ0VOtKcyKq36VLl/Dhhx8CuDUVjD7OrHD69GnMnj0bFy9exKpVq6Quh6jd4XCwAVKr1bCysoJarcbRo0exePFiDBkyBMePH9f5e4WGhiI0NFTn661cuRIeHh7YsmWLuOz2KYIAYPXq1Zg7d644jUVkZCT279+PDRs2YMWKFfVud9SoUfD394e5uTm++uormJqaYv78+Vi2bJnY5ueff8by5cuRnJwMS0tLBAYGYteuXbCysmr2fhLpo+LiYrz66quoqqpCcHAwZs+eLXVJdfzxxx946623UFVVhb59+zb4N01EDWNPoAEyMjISJ81WKpVQqVTYv39/o+t88MEHsLa2bvTRlkOtu3fvxqBBg/D444/D0dERgYGB4vxlwK2T2U+ePInx48drrTd+/HgcPXq00W1//fXXsLKywvHjx7Fq1Sq888474t1nVCoVnnjiCcyZMwfnz5/HoUOH8OijjzY6xRFRe6LRaPD2228jMzMTrq6uePfdd/Xq4orKykqsX78er7/+OqqqqjBy5Eh8/vnnsLe3l7o0onaHPYGtoLy8vMHXjIyMYGpq2qS2crlc6z7GDbW1sLBoVn1yuRxZWVlwcHBAQEBAk9aZP38+pk6d2mgbNze3ZtXREikpKdiwYQPCw8Px5ptv4p9//sFLL70EMzMzPP3008jNzUVNTU2dc5icnJzq3FP6Tv7+/nj77bcBAD179sT69esRGxuLkJAQqFQqVFdX49FHH4WXlxcAoF+/fq2zk0QS+OabbxAfHw8TExOsXLkStra2UpckysvLw7x588RTOqZMmYJXX30VRkZGEldG1D4xBLaCESNGNPhacHCweM9NAOIdT+ozYMAAbNy4UXweFhaGgoKCOu0SEhKaXWNiYmKjAbCmpkbrg9Xe3l6vvmlrNBoMGjQIH3zwAQAgMDAQ586dw4YNG/D000+L7e68n+ntVxE2xN/fX+u5i4sLcnJyAAABAQEYO3Ys+vXrhwkTJmD8+PGYMmUKOnXqpIvdIpJUQkICPvvsMwDAa6+9hj59+khckbZOnTrB1dUVZWVleOONNzBq1CipSyJq1/Snj5/alFKprBMCQ0ND8dprr2HkyJHifZpr6dtwsIuLC3x9fbWW9enTR+wh6Ny5M4yMjOr0+uXk5Nz1Csc7p8CQyWTQaDQAbvXkxsTEYN++ffD19cW6devQu3dvpKamtnSXiCSVk5ODN998ExqNBmFhYa0+c0BTHT9+HMXFxQBu/S0uW7YMP/30EwMgkQ6wJ7AVNBaG7hy2qD3XrD53nofz66+/tqyw25w5cwaTJ0/WWnb27Fk88MADiI+Pr9Ne34aDg4ODcfHiRa1lly5dEodoTU1NMXDgQMTExGjtZ0xMDB555JEWvbdMJkNwcDCCg4OxdOlSeHl5ITo6GuHh4S3aLpFUBEHAW2+9hby8PPTq1Quvv/76XXvMW1tRURFWr16N3377DZMnT8bixYsB3PqCR0S6wRDYCppzjl5rtb0bjUaD06dPIysrS7yqVSaTYeHChfW2v9fh4JKSEiQnJ4vPU1NToVQqYW9vL97Mff369YiOjkZsbGyT13v55ZcRFBSEDz74AFOnTsU///yDjRs3ag2fh4eHY8aMGRg0aBCGDx+OjRs3Ii0tDfPnz2/2ftQ6fvw4YmNjMX78eDg6OuL48eO4ceOG3g2bETVHSkoK/v33X/E8QHNzc0nr+eOPP/Dhhx8iLy8PMpkMFhYWTTqVg4iahyHQQL333nt4/fXXsWbNGoSHh+PRRx9FUFCQzt8nISEBo0ePFp/X9pbNnDkTUVFRAIDc3FytiV6bst7gwYMRHR2NiIgIvPPOO/D29kZkZCSeeuopcZ1p06bh5s2beOedd6BSqeDn54e9e/eKvYX3wtbWFvHx8YiMjERRURG8vLzw8ccf39M0OET6ovYL2LBhw+Dh4SFZHWq1GsuWLRNnK/D29saSJUvqnKdLRLohEzi3RaMyMjLg4eGB9PR0uLu7a71WUVGB1NRU8Y4U+kqj0aCoqAi2trYNTvXwxRdfIDc3VxxyId2489+IWq3G3r17MXHiRL28/Zah4fG45T//+Q+Sk5Px9ttvIywsTJIaMjMz8dRTT6G4uBhGRkaYM2cO5syZozWbArWNjvJ30dj/v+kW9gQSAODcuXMYN26c1GUQURtLS0tDcnIyjIyMcP/990tWhyAIKCgogIODA1atWoWBAwdKVguRoWAIJADAJ598InUJRCSBP/74AwAwaNAgSecEdHJywty5c/Hwww+36JQNImo6ThFDRGTAakPg2LFj2/R91Wo1VqxYIb4/AHh6esLV1bVN6yAyZOwJJCIyUCqVCklJSZDJZG06715eXh5ee+01KJVK/P777xg0aJBOZz8goqZhTyARkYH6888/Ady6405b3REoKSkJ06dPh1KphLW1NT744AO9ujUdkSFhTyARkYGqnRpmzJgxrf5eBw4cQHJyMr777jtUVVXBy8sLq1ev5vl/RBJiCCQiMkC5ubk4ffo0gLuHQI1Gg9LSUlRWVmrdsePQoUPIyclBcXExSkpKcPPmTeTk5CAnJwcKhQJbtmwR23711VdISUkBcOv+6u+++y6sra1bYc+IqKkYAnWAUy1SQ/hvg/TVn3/+CUEQ4OfnB0dHx3rb5OTk4Ouvv8bOnTtRWVkJT09P/PLLL+LrGzduxKVLl+pd984h3lGjRsHPzw9+fn6YNGlSg3OWEkklPj4e//3vf3Hy5EmoVCpER0ff9R7a33//PVatWoXLly9DoVDggQcewEcffQQHBwexzY4dO7BkyRJcuXIF3bt3x/vvv1/ntq1SYQhsgdr7AFdVVfGkZqpXWVkZALTrCVepY6q9Kre+XsCcnBxERUUhOjoaarVaXF5ZWanVbsiQIfDw8IC1tTWsra1hb2+PLl26wMnJCV26dNFq+/zzz7fCXhDpTmlpKQICAjB79mw89thjd21/5MgRPP3001izZg3CwsKQmZmJ+fPnY968eYiOjgYAHDt2DNOmTcO7776LyZMnIzo6GlOnTsWRI0cwdOjQ1t6lu2IIbAFjY2NYWlrixo0bMDEx0dtvthqNBlVVVaioqNDbGjsaQRBQVlaGnJwc2NnZiV8YiPRBQUEBTp48CaDu1DA//vgj1qxZI4a/wMBAPPPMM+jfv3+du3csWrSoTeolaguhoaHNugXo33//ja5du+Kll14CcOs2h8899xxWrVoltomMjERISAgiIiIAABEREYiLi0NkZCS2bt2q2x24BwyBLSCTyeDi4oLU1FRcu3ZN6nIaJAgCysvLYWFhwRuwtzE7Ozs4OztLXQaRlvj4eGg0GvTq1Qtubm5ar/Xo0QNqtRoDBgzAs88+i4EDB/Jzg9q14uJiFBUVic/NzMxgZmbW4u0GBQVh8eLF2Lt3L0JDQ5GTk4Off/4ZDz74oNjm2LFjePnll7XWmzBhAiIjI1v8/rrAENhCpqam6NmzJ6qqqqQupUFqtRrx8fEYOXIkhyXbkImJCXsASS/VXhUcFBSEFStWoFOnTpg/fz4AYMCAAfj222/Rp08fKUsk0hlfX1+t52+//TaWLVvW4u0GBQXh+++/x7Rp01BRUYHq6mo8/PDDWLdundgmOzsbTk5OWus5OTkhOzu7xe+vCwyBOiCXy2Fubi51GQ0yMjJCdXU1zM3NGQKJDFxJSQmOHz8OADh58iTOnDkDCwsLPPXUU7CxsQEABkDqUJKSkrR6vHXRC1i73ZdeeglLly7FhAkToFKp8Oqrr2L+/PnYtGmT2O7OnnRBEPSmd50hkIjIgBw+fBjV1dWwt7fHmTNnIJfL8fHHH4sBkKijsbGxaZUJyVesWIHg4GC8+uqrAAB/f39YWVlhxIgReO+99+Di4gJnZ+c6vX45OTl1egelwqsEiIgMSO1VwdXV1QCAiRMnYsiQIVKWRNQulZWV1bnYsvYUoNrpwYYPH46YmBitNgcOHEBQUFDbFHkX7AkkIjIQ5eXlOHr0KMrLy1FRUQFLS0vMmTNH6rKI9EJJSQmSk5PF56mpqVAqlbC3t4enpyciIiKQmZmJb775BgAQFhaGZ555Bhs2bBCHgxctWoQhQ4bA1dUVALBw4UKMHDkSK1euxCOPPIJdu3bh4MGDOHLkiCT7eCf2BBIRGYijR4+isrISFRUVMDc3xwMPPABPT0+pyyLSCwkJCQgMDERgYCAAIDw8HIGBgVi6dCkAQKVSIS0tTWw/a9YsrF69GuvXr4efnx8ef/xx9O7dW2tC9aCgIGzbtg1btmyBv78/oqKisH37dr2YIxBgTyARkcGIjY2FWq1GTU0N5HI55s6dK3VJRHpj1KhRjd7lKSoqqs6yBQsWYMGCBY1ud8qUKZgyZUpLy2sVDIFERAagqqoKR44cgYmJCbZs2YLi4mJ4eXlJXRYRSYghkIjIAPz9998oKyuDo6Mj7r//ft49iIh4TiARkSH4448/oFarMWbMGAZAIgLAEEhE1OFVV1fj999/R3JyMs6cOYOamhqpSyIiPcAQSETUwSUkJODq1aswMjKCi4sLb2dIRAAYAomIOryffvoJxcXFsLGxwTPPPCN1OUSkJxgCiYg6MI1GI85bNmbMGHTv3l3iiohIXzAEEhF1UBqNBhEREcjJyYGRkREWL14sdUlEpEcYAomIOiCNRoP33ntPvMXVuHHj4OPjI3FVRKRPOE8gEVEHU11djaVLl+L3339HeXk5XF1d8eGHH0pdFhHpGYZAIqIOpKqqCm+88Qbi4+NhamqKbdu2wcLCAr169ZK6NCLSMwyBREQdREVFBf7f//t/OH78OExNTfHf//4XwcHBUpdFRHqKIZCIqAMoLS3FokWLkJiYCAsLC8yfPx/Dhw+Xuiwi0mO8MISIqJ0rKirC888/j8TERFhZWWHy5MlYs2YNnnzySZSVlUldHhHpKYZAIqJ2LC8vD8899xzOnTsHW1tbvPjii9i+fTsAYPz48bC0tJS4QiLSVxwOJiJqJwRBQGFhIbKyspCZmYnMzEz8+uuvuHbtGuzt7bF06VIsXboUNTU1mDBhAmbPni11yUSkx/QiBMbHx+O///0vTp48CZVKhejoaEyaNKnRdb7//nusWrUKly9fhkKhwAMPPICPPvoIDg4OAICoqKh6PwDLy8thbm7eGrtBRNQiGo0GBQUFuH79OnJycpCdnS2GvdrgV9/wrqOjI1avXo0lS5agqKgIvr6+WLp0KWQymQR7QUTthV6EwNLSUgQEBGD27Nl47LHH7tr+yJEjePrpp7FmzRqEhYUhMzMT8+fPx7x58xAdHS22s7W1xcWLF7XWZQAkIqldu3YNf//9N65fvy4GvuvXr+PGjRtQq9V3Xb9Lly5wdXWFm5sbPDw8EBYWhhUrViA1NRVdunTBxx9/DDMzszbYEyJqz/QiBIaGhiI0NLTJ7f/++2907doVL730EgDA29sbzz33HFatWqXVTiaTwdnZWae1EhG1REVFBebNm4f8/Px6X5fJZHBwcICTkxOcnJzg5uYmBj5XV1e4urrC1NRUa52UlBQkJibC1NQUH3/8Mbp06dIWu0JE7ZxehMDmCgoKwuLFi7F3716EhoYiJycHP//8Mx588EGtdiUlJfDy8kJNTQ369++Pd999F4GBgRJVTUQE/Prrr8jPz4eDgwPGjx8PR0dHMfA5OTmhc+fOMDZu3kdzt27dEBUVhfT0dPj6+rZS5UTU0bTbEPj9999j2rRpqKioQHV1NR5++GGsW7dObOPj44OoqCj069cPRUVFWLt2LYKDg3Hq1Cn07NmzwW1XVlaisrJSfF5cXAzg1m2YmjJMo49q626v9XckPBb6pa2Ph0ajwbfffgtBEDBz5kw8/vjjddoIgtDkejQaDeTyW5M8eHh4wMPDo93+2+Lfhv7oKMeiurpa6hL0nkwQBEHqIm4nk8nuemFIUlISxo0bh5dffhkTJkyASqXCq6++isGDB2PTpk31rqPRaDBgwACMHDkSn3zySYPbXrZsGZYvX15n+VdffYXOnTs3e3+IiGqdPn0aX3/9NSwtLfHWW2+16Ly9vLw8fPXVV3jsscfQvXt3HVZJ1DHk5uZi3rx5SE9Ph7u7u9Tl6KV2GQJnzJiBiooK/PTTT+KyI0eOYMSIEcjKyoKLi0u96z3zzDPIyMjAvn37Gtz2nT2BmZmZ8PX1RWpqKtzc3Jq/Q3pArVYjJiYGISEhMDExkbocg8ZjoV/a+ng888wzOHPmDGbNmoX58+ff83bKysrw3HPP4fLly+jTpw82bdok9gi2V/zb0B8d5VhkZmbC29ubIbAR7XI4uKysrM45M0ZGRgBuDaXURxAEKJVK9OvXr9Ftm5mZaX07LyoqAgAYGxu36z8GADAxMWn3+9BR8Fjol7Y4HqdPn8bZs2dhamqKJ5988p7fTxAEvP/++0hOToaDgwM++uijDnUlMP829Ed7PxbNPbfWEOnFb6ikpATJycni89TUVCiVStjb28PT0xMRERHIzMzEN998AwAICwvDM888gw0bNojDwYsWLcKQIUPg6uoKAFi+fDmGDRuGnj17oqioCJ988gmUSiU+/fRTSfaRiAzbt99+CwCYOHGiOJ/pvTh//jz++OMPmJiY4KOPPuIMCER0z/QiBCYkJGD06NHi8/DwcADAzJkzERUVBZVKhbS0NPH1WbNmobi4GOvXr8f/+3//D3Z2dhgzZgxWrlwptikoKMCzzz6L7OxsKBQKBAYGIj4+HkOGDGm7HSMiApCWloZDhw4BAKZPn96ibcXExAAARo8eDX9//5aWRkQGTC9C4KhRoxocxgVu3f3jTgsWLMCCBQsaXGfNmjVYs2aNLsojImqRH374AYIgYMSIEfD29r7n7QiCgIMHDwIAxo0bp6vyiMhAte8ziYmI9Fx+fj52794N4NZFbS1x6dIlqFQqmJubIygoSBflEZEB04ueQCKijurnn39GVVUVfH19WzxZfa9evfD9998jNTWVt8AkohZjCCQiaiWVlZX48ccfAdw6F1Amk7VoezKZDL1790bv3r11UR4RGTgOBxMRtZI9e/YgPz8fLi4uGDt2rNTlEBFpYU8gEVEr0Gg0+O677wAATz75pDiX6b3avHkzrl69iv/85z+8PzAR6QR7AomIWsHhw4eRlpYGGxsbPPLIIy3aliAI2L17N/bu3YvMzEwdVUhEho4hkIioFdRODv3YY4/B0tKyRdu6dOkSMjIyYGZmhuDgYF2UR0TEEEhEpGtnzpyBUqmEsbExpk2b1uLt1c4NGBwc3OJASURUiyGQiEjHas8FDA0NRZcuXVq0LU4QTUSthSGQiEiHMjIy8OeffwJo+S3iAODy5ctIT0+Hqakp7rvvvhZvj4ioFkMgEZEO/fDDD9BoNAgKCkL37t1bvD0OBRNRa2EIJCLSkZKSEvEWcbroBQQAZ2dndOvWjfMMEpHOcZ5AIiIdSUpKQkVFBVxdXTF48GCdbPPRRx/Fo48+Co1Go5PtERHVYk8gEZGOXLlyBcCte/y29BZxd5LL+XFNRLrFTxUiIh1JSUkBAJ2cCygIAo4cOYKKiooWb4uIqD4MgUREOlLbE6iLEHjlyhUsWrQIEydOhFqtbvH2iIjuxBBIRKQDgiDoNATGxsYCAPr37w8TE5MWb4+I6E4MgUREOpCTk4PS0lIYGRnB09OzxdvjBNFE1NoYAomIdKC2F9DLy6vFPXcpKSlITU2FiYkJRo4cqYvyiIjqYAgkItIBXQ4F1/YCDhs2DNbW1i3eHhFRfRgCiYh0oDYEduvWrcXb4lAwEbUFhkAiIh3Q1fQwGRkZSElJgbGxMYeCiahV8Y4hREQtpNFoxJ7AHj16tGhb7u7u2LlzJ86fPw8bGxtdlEdEVC/2BBIRtVBWVhYqKythamoKd3f3Fm/P3d0dISEhOqiMiJoqPj4eYWFhcHV1hUwmw86dOxttP2vWLMhksjqPvn37im2ioqLqbaMvk8AzBBIRtVDtUHDXrl3v+fZulZWV2LNnD86ePavL0oioiUpLSxEQEID169c3qf3atWuhUqnER3p6Ouzt7fH4449rtbO1tdVqp1KpYG5u3hq70GwcDiYiaqHk5GQA93Y+4NWrV/HLL7/gt99+Q1FREcaMGYNVq1bpukQiuovQ0FCEhoY2ub1CoYBCoRCf79y5E/n5+Zg9e7ZWO5lMBmdnZ53VqUsMgURELdTci0LUajX+/PNP7NixAydPnhSXu7i4wM/Pr1VqJDJUxcXFKCoqEp+bmZnBzMxM5++zadMmjBs3Dl5eXlrLS0pK4OXlhZqaGvTv3x/vvvsuAgMDdf7+94IhkIiohZo7PcyLL74ohj+5XI777rsPjz32GIYPH37Pw8lEVD9fX1+t52+//TaWLVum0/dQqVTYt28ffvjhB63lPj4+iIqKQr9+/VBUVIS1a9ciODgYp06dQs+ePXVaw71gCCQiaoGamhpcvXoVQNOvDB4zZgzS0tIwefJkPPLII3BycmrFCokMW1JSEtzc3MTnrdELGBUVBTs7O0yaNElr+bBhwzBs2DDxeXBwMAYMGIB169bhk08+0XkdzcUQSETUAunp6VCr1bCwsGjwvJ+ysjJkZ2eLPYWTJ0/GlClTYGRk1JalEhkkGxsb2Nrattr2BUHA5s2bMWPGDJiamjbaVi6XY/Dgwbh8+XKr1dMcHHcgImqB2vMBvb29GxzK/eGHHzBt2jR89tlnAABTU1MGQKIOIi4uDsnJyZg7d+5d2wqCAKVSCRcXlzao7O7YE0hE1AK1VwY3NBRcVFSEb7/9FoIgtHgiaSJqPSUlJeLfMwCkpqZCqVTC3t4enp6eiIiIQGZmJr755hut9TZt2oShQ4fWe1HX8uXLMWzYMPTs2RNFRUX45JNPoFQq8emnn7b6/jQFQyARUQvc7aKQ7777DqWlpejRowfvBUykxxISEjB69GjxeXh4OABg5syZiIqKgkqlQlpamtY6hYWF2LFjB9auXVvvNgsKCvDss88iOzsbCoUCgYGBiI+Px5AhQ1pvR5qBIZCIqAUamx4mLy8PW7duBQD8z//8D6/8JdJjo0aNgiAIDb4eFRVVZ5lCoUBZWVmD66xZswZr1qzRRXmtgp9IRET3qKqqCteuXQNQfwiMiopCeXk5fH19MXLkyLYuj4ioUQyBRET3KC0tDRqNBtbW1ujSpYvWazk5Ofj5558B3OoFlMlkUpRIRNQgDgcTEd2j2vMBu3fvXifkXb16FRYWFvD19dWaJ4yISF8wBBIR3aPbQ+CdhgwZgl9//RX5+fnsBSQivcQQSER0jxoLgQBgaWkJS0vLtiyJiKjJeE4gEdE9qm96mLS0NBw6dKjRqwyJiPQBQyAR0T2oqKhAZmYmAO2ewM8//xyvvPJKg/OGERHpC4ZAIqJ7kJqaCkEQYGdnB3t7ewDA5cuXceDAAQDAxIkTpSyPiOiuGAKJiO5BfZNEf/HFFwCAkJAQ9OrVS5K6iIiaiiGQiOge3HlRSFJSEg4dOgS5XI5nn31WytKIiJqEIZCI6B7cGQI///xzAEBoaCi8vb0lq4uIqKkYAomI7sHtIVCpVOLo0aMwMjJiLyARtRucJ5CIqJlKS0uRnZ0N4Nb0MCkpKejVqxf8/Pzg5uYmcXVERE3DEEhE1Ey1F4V06dIFtra26N+/P7777jtUVlZKXBkRUdNxOJiIqJlqh4K7du0qLpPL5bCwsJCoIiKi5tOLEBgfH4+wsDC4urpCJpNh586dd13n+++/R0BAACwtLeHi4oLZs2fj5s2bWm127NgBX19fmJmZwdfXF9HR0a20B0RkSFJSUqDRaHD8+HFs2rQJNTU1UpdERNRsehECS0tLERAQgPXr1zep/ZEjR/D0009j7ty5OHfuHH766SecOHEC8+bNE9scO3YM06ZNw4wZM3Dq1CnMmDEDU6dOxfHjx1trN4jIQCQnJ+PGjRsoKirC9u3bUVxcLHVJRETNphfnBIaGhiI0NLTJ7f/++2907doVL730EgDA29sbzz33HFatWiW2iYyMREhICCIiIgAAERERiIuLQ2RkJLZu3arbHSAig5KYmIi8vDx07doVS5YsgZ2dndQlERE1m16EwOYKCgrC4sWLsXfvXoSGhiInJwc///wzHnzwQbHNsWPH8PLLL2utN2HCBERGRja67crKSq2Tu2u/4VdXV0OtVutuJ9pQbd3ttf6OhMdCv9zL8cjMzERSUhIA4LHHHsOwYcN4PHWAfxv6o6Mci+rqaqlL0HvtNgR+//33mDZtGioqKlBdXY2HH34Y69atE9tkZ2fDyclJaz0nJydxWoeGrFixAsuXL6+zPDY2Fp07d9bNDkgkJiZG6hLof/FY6JfmHI9PP/0UlZWVsLCwgJ+fH/bu3duKlRke/m3oj/Z+LHJzc6UuQe+1yxCYlJSEl156CUuXLsWECROgUqnw6quvYv78+di0aZPYTiaTaa0nCEKdZXeKiIhAeHi4+DwzMxO+vr4YO3Zsu53/S61WIyYmBiEhITAxMZG6HIPGY6Ffmns8YmNjkZycDCMjI4SGhmLy5MltUKVh4N+G/ugoxyIzM1PqEvReuwyBK1asQHBwMF599VUAgL+/P6ysrDBixAi89957cHFxgbOzc51ev5ycnDq9g3cyMzODmZmZ+LyoqAgAYGxs3K7/GADAxMSk3e9DR8FjoV+aejwqKytRU1MDBwcHDBs2jMewFfBvQ3+092NhbNwuI06b0ourg5urrKwMcrl26UZGRgBu9fYBwPDhw+t0ZR84cABBQUFtUyQRdTiPPPIIgoOD0aVLF/To0UPqcoiIWkQvYnJJSQmSk5PF56mpqVAqlbC3t4enpyciIiKQmZmJb775BgAQFhaGZ555Bhs2bBCHgxctWoQhQ4bA1dUVALBw4UKMHDkSK1euxCOPPIJdu3bh4MGDOHLkiCT7SETtV+2pJIIg4Pr165DJZOjevbvUZRERtYhe9AQmJCQgMDAQgYGBAIDw8HAEBgZi6dKlAACVSoW0tDSx/axZs7B69WqsX78efn5+ePzxx9G7d2/88ssvYpugoCBs27YNW7Zsgb+/P6KiorB9+3YMHTq0bXeOiNq1tLQ0PPHEEzh9+jTy8/NRWFgIuVyudbcQIqL2SC96AkeNGiUO49YnKiqqzrIFCxZgwYIFjW53ypQpmDJlSkvLIyIDJQgCli5diuTkZHz55ZeYMWMGAMDd3V3r3GEiovZIL3oCiYj00YULF3D27FmYm5tjyZIlSElJAQB069ZN4sqIiFqOIZCIqAHx8fEAbp1e4ujoiCtXrgAAzwckog6BIZCIqAFxcXEAgPvvvx8AGAKJqENhCCQiqkd2djYuXboEuVyO4OBgCILAEEhEHQpDIBFRPWqHggMCAmBnZ4ecnByUlpbCyMgInp6eEldHRNRyenF1MBGRvvHw8MDIkSMxbNgwAP83FOzl5dWu76JARFSLIZCIqB7Dhw/H8OHDxee7du0CAPj4+EhVEhGRTnE4mIjoLpRKJWJjYyGXyzFr1iypyyEi0gmGQCKiOxw9ehRZWVkAAI1GgzVr1gAAJk2axDkCiajD4HAwEdFtampq8NZbb6GoqAhff/010tPTce7cOVhaWmL+/PlSl0dEpDPsCSQius2pU6dQVFQEhUIBb29vrF+/HsCte5bb29tLXB0Rke4wBBIR3aZ2guj77rsPP/74I7Kzs+Hk5ISnnnpK4sqIiHSLIZCI6H8JgiCGwMDAQGzevBkA8OKLL8LMzEzK0oiIdI4hkIjof129ehUZGRkwMTHBqVOnUFZWBl9fX0yYMEHq0oiIdI4hkIjofx0+fBgA0KtXL+zZswcA8PLLL0Mu50clEXU8/GQjIvpfR44cAQDcuHEDGo0GY8aMQWBgoMRVERG1jiZPEbN79+5mbzwkJAQWFhbNXo+ISAqRkZHYvHkzvvrqK5ibm2PBggVSl0REBqitMleTQ+CkSZOatWGZTIbLly9zYlUiajfMzc1x5MgRGBsbY+rUqfDw8JC6JCIyQG2VuZo1HJydnQ2NRtOkh6WlZbMKISKS2u7du5GcnAxbW1vMmzdP6nKIyIC1ReZqck/gzJkzm9XNOH36dNja2t5TUUREbamyshJz585FQkICzM3NMW/ePH5+EZFk2ipzNTkEbtmypVkb3rBhQ7OLISKSQkJCAuLi4lBQUIDRo0fj8ccfl7okIjJgbZW5mjUcrFQq7+lNiIj02b59+3Dz5k3Y2Nhg4cKFMDExkbokIjJwbZG5mhUCBwwYgIEDB2LDhg0oLCxsrZqIiNqMRqNBdHQ0BEHAgAEDMGrUKKlLIiJqk8zVrBD4119/YcCAAXjjjTfg4uKC6dOn488//2yVwoiI2kJaWhqys7Mhl8vx6quvQiaTSV0SEVGbZK5mhcDhw4fjyy+/RHZ2NjZs2ICMjAyMGzcO3bt3x/vvv4+MjAydFkdE1Nri4uJQU1MDe3t7DB8+XOpyiEgi8fHxCAsLg6urK2QyGXbu3Nlo+1mzZkEmk9V59O3bV6vdjh074OvrCzMzM/j6+iI6OrpJ9bRF5rqnO4ZYWFhg5syZOHToEC5duoQnnngCX3zxBby9vTFx4sQWF0VE1FYSExMBACNHjoSxcZOvlSOiDqa0tBQBAQFYv359k9qvXbsWKpVKfKSnp8Pe3l7rwrJjx45h2rRpmDFjBk6dOoUZM2Zg6tSpOH78eJPras3M1eJPvO7du+ONN96Ah4cH3nzzTezfv7+lmyQiahOVlZUoLy+HkZERZsyYIXU5RCSh0NBQhIaGNrm9QqGAQqEQn+/cuRP5+fmYPXu2uCwyMhIhISGIiIgAAERERCAuLg6RkZHYunVrs2vUdeZq0b2D4+LiMHPmTDg7O+O1117Do48+ir/++qtFBRERtZWkpCRYW1sjMDAQo0ePlrocImoFxcXFKCoqEh+VlZWt8j6bNm3CuHHj4OXlJS47duwYxo8fr9VuwoQJOHr0aLO33xqZq9k9genp6YiKikJUVBRSU1MRFBSEdevWYerUqbCysmpRMUREban2JOuRI0dyWhiiDsrX11fr+dtvv41ly5bp9D1UKhX27duHH374QWt5dnY2nJyctJY5OTkhOzu7Sdtt7czVrBAYEhKCP//8E126dMHTTz+NOXPmoHfv3i0ugoiorZWUlGDPnj0QBIG9gEQdWFJSEtzc3MTnZmZmOn+PqKgo2NnZ1XvP3ztnHBAEoUmzELRF5mpWCLSwsMCOHTvw0EMPwcjISKeFEBG1pZ9++gknT56EmZkZhg4dKnU5RNRKbGxsWvU2kIIgYPPmzZgxYwZMTU21XnN2dq7T65eTk1Ond7A+bZG5mnxO4OnTpxEdHY1HHnmkScWcO3cO1dXVLSqOiKi1/P777wAAFxeXOh/cRERNFRcXh+TkZMydO7fOa8OHD0dMTIzWsgMHDiAoKKjRbbZV5mpyCAwMDEReXl6TNzx8+HCkpaU1uyAiotYmCAISEhIAAH369JG4GiLSByUlJVAqleLt2lJTU6FUKsUsExERgaeffrrOeps2bcLQoUPh5+dX57WFCxfiwIEDWLlyJS5cuICVK1fi4MGDWLRoUaO1tFXmavJwsCAIWLJkCSwtLZvUvqqqqtnFEBG1hfPnzyMvLw8ymQwDBw6Uuhwi0gMJCQla5weHh4cDAGbOnImoqCioVKo6QauwsBA7duzA2rVr691mUFAQtm3bhrfeegtLlixB9+7dsX379ruegtJWmavJIXDkyJG4ePFikzc8fPhwWFhY3FNRREStad++faiqqoKNjQ08PDykLoeI9MCoUaMgCEKDr0dFRdVZplAoUFZW1uh2p0yZgilTpjSrlrbKXE0OgYcOHWr2xomI9I0gCNizZw8AwNXVFTY2NhJXRESkra0yV4smiyYiam8uX76Ma9eucSiYiAweQyARGZSDBw/C3Nwcw4YNa9YtooiIOppmhcCbN2+2Vh1ERK1OEATExsbCwsICr7zyCsLCwqQuiYioXm2RuZoVAnv27IlPP/0UGo2mteohImo1qampuHbtGkxMTDBixAipyyEialBbZK5mhcBXXnkFERER6N+/P+Li4lqrJiKiVnHw4EHU1NSga9eurXYTeSIiXWiLzNWsEPjmm2/i8uXLGDRoEMaOHYtp06YhIyOjVQojItK12NhYlJeXIyEhAc8//7zU5RARNagtMlezLwxxcnLC5s2bceLECWRnZ8PHxwfvvvsuv1UTkV67evUqrly5gqqqKlhbW6Nnz55Sl0RE1KjWzlz3fHVwYGAg4uLiEBUVhaioKPj4+CA6OlonRRER6doff/wBALC3t4eRkRFDIBG1G62VuVo8RcyUKVNw/vx5PPfcc5g9ezZCQkJaXBQRka7FxsYCAMzMzAAAPXr0kLIcIqJm03XmavIdQ+5UWVmJ8+fP48yZMzh79izOnj0LU1NT8ds2EZG+yMjIEG/BVFFRAZlMhl69eklcFRFR07RW5mpWCFy+fLlYwJUrV1BTUwM7Ozv069cP/fr1w8MPP4x+/fq1qCAiIl2r/aDs2bMnLl++DDs7Ozg4OKC6ulriyoiI6tcWmatZIfCXX36Bv78/5syZIxbh7u7eogKIiFrbwYMHAQBdu3bF5cuX0bNnT8hkMomrIiJqWFtkrmaFwFOnTun0zYmIWptKpUJSUhLkcjmmT5+O4cOHw8bGRuqyiIga1RaZSy/uHRwfH4+wsDC4urpCJpNh586djbafNWsWZDJZnUffvn3FNlFRUfW2qaioaOW9ISJ9UjsUHBgYiL59++Lhhx/G6NGjJa6KiEh6ehECS0tLERAQgPXr1zep/dq1a6FSqcRHeno67O3t8fjjj2u1s7W11WqnUqlgbm7eGrtARHqqNgSOHTtW4kqIiPTLPV8drEuhoaEIDQ1tcnuFQgGFQiE+37lzJ/Lz8zF79mytdjKZDM7Ozjqrk4jal8rKSpw9exYA4O/vj59//hm9evWCv7+/xJUREUlPL0JgS23atAnjxo2Dl5eX1vKSkhJ4eXmhpqYG/fv3x7vvvovAwMBGt1VZWak1E3dxcTEAoLq6Gmq1WvfFt4Hauttr/R0Jj0XbOnv2LKqrq2Fvb4/r169jxYoV6Nq1K7Zt2waAx0Of8Fjoj45yLHj1/921+xCoUqmwb98+/PDDD1rLfXx8EBUVhX79+qGoqAhr165FcHAwTp061eidAlasWIHly5fXWR4bG4vOnTvrvP62FBMTI3UJ9L94LNpGXFwcCgsL4e7ujl9++QWFhYWQyWTYu3evVjseD/3BY6E/2vuxyM3NlboEvdfuQ2BUVBTs7OwwadIkreXDhg3DsGHDxOfBwcEYMGAA1q1bh08++aTB7UVERCA8PFx8npmZCV9fX4wdOxZubm46r78tqNVqxMTEICQkBCYmJlKXY9B4LNrW0aNHoVAo8OCDDyI1NRUKhQITJkzAxIkTAfB46BMeC/3RUY5FZmam1CXovXYdAgVBwObNmzFjxgyYmpo22lYul2Pw4MG4fPlyo+3MzMzE20oBQFFREQDA2Ni4Xf8xAICJiUm734eOgseibVy4cAEymQwBAQGIjY2FTCZDnz596vzueTz0B4+F/mjvx8LYuF1HnDahF1cH36u4uDgkJydj7ty5d20rCAKUSiVcXFzaoDIiklp+fr7YE9CjRw9cvXoVABo9HYSIyJDoRUwuKSlBcnKy+Dw1NRVKpRL29vbw9PREREQEMjMz8c0332itt2nTJgwdOhR+fn51trl8+XIMGzYMPXv2RFFRET755BMolUp8+umnrb4/RCS9pKQkAICXlxdu3ryJmpoa2NjYwNHRUeLKiIj0g16EwISEBK3JW2vPyZs5cyaioqKgUqmQlpamtU5hYSF27NiBtWvX1rvNgoICPPvss8jOzoZCoUBgYCDi4+MxZMiQ1tsRItIbtVPD9O3bV/ySydvFERH9H70IgaNGjYIgCA2+HhUVVWeZQqFAWVlZg+usWbMGa9as0UV5RNQOnTt3DgDg5+eH+++/Hxs3bpS4IiIi/aIXIZCISJcEQRB7Av38/GBlZYUBAwZIXBURkX5p1xeGEBHVJyMjA0VFRTAxMeGFIEREDWAIJKIOp7YXsHfv3igtLcWaNWvqTBBNRGToGAKJqMO5/XzAixcv4vvvv8dXX30lcVVERPqFIZCIOpzbrwyunSCew8JERNoYAomoQ1Gr1bh48SKAWz2BDIFERPVjCCSiDuXy5ctQq9WwtbWFu7s7QyARUQMYAomoQ7l9apiamhqkpKQAYAgkIroTQyARdSi3nw947do1VFdXw9LSkvcNJyK6A0MgEXUot18ZfOXKFQC8XRwRUX14xxAi6jCKiopw7do1AICvry/s7OwQGBiI4uJiiSsjItI/DIFE1GGcP38eAODm5oZOnToBALp06YIuXbpIWRYRkV7icDARdRi3nw9IRESNYwgkog7j9vMBCwsLER4ejs8//xyCIEhcGRGR/mEIJKIOQRAErelhLl++jPj4eOzbt48XhRAR1YMhkIg6hOzsbOTl5cHIyAi9e/fmJNFERHfBEEhEHUJtL2DPnj1hZmbGEEhEdBcMgUTUIdx+PiAAhkAiortgCCSiDuH2K4Nramq0JoomIqK6GAKJqN2rqakR5wj08/NDeno6qqqqYG5uDjc3N4mrIyLSTwyBRNTuXblyBZWVlbCysoKXlxeuX78Oc3Nz9OjRA3I5P+aIiOrDO4YQUbt3+1CwXC7H0KFDER8fj6KiIokrIyLSX/yKTETtXm0I9PHxESeGlsvlsLOzk7AqIiL9xhBIRO3euXPnIAgCjh07hg8++AAajUbqkoiI9B5DIBG1a2VlZbhy5QpUKhXOnz+P3377DcnJyVKXRUTtTHx8PMLCwuDq6gqZTIadO3fedZ3KykosXrwYXl5eMDMzQ/fu3bF582bx9aioKMhksjqPioqKVtyTpuM5gUTUriUlJUGlUqG0tBSmpqb48MMP0atXL6nLIqJ2prS0FAEBAZg9ezYee+yxJq0zdepUXL9+HZs2bUKPHj2Qk5OD6upqrTa2tra4ePGi1jJzc3Od1d0SDIFE1G4JgoCPP/4YBQUFsLW1xXvvvYf7779f6rKIqB0KDQ1FaGhok9v//vvviIuLQ0pKCuzt7QEAXbt2rdNOJpPB2dlZV2XqFIeDiajd+vzzz/Hnn38CAKZNm4bx48dLXBERGYrdu3dj0KBBWLVqFdzc3NCrVy+88sorKC8v12pXUlICLy8vuLu746GHHkJiYqJEFdfFnkAiapdSU1MRFRWF8vJyODs74+mnn5a6JCLSQ8XFxVrTRZmZmcHMzKzF201JScGRI0dgbm6O6Oho5Obm4vnnn0deXp54XqCPjw+ioqLQr18/FBUVYe3atQgODsapU6f04m5G7AkkonbJ29sbb775Juzt7eHg4AAfHx+pSyIiPeTr6wuFQiE+VqxYoZPtajQayGQyfP/99xgyZAgmTpyI1atXi19OAWDYsGGYPn06AgICMGLECPz444/o1asX1q1bp5MaWoo9gUTUbtna2sLBwQHdunWDpaWl1OUQkR5KSkrSun2kLnoBAcDFxQVubm5QKBTisj59+kAQBGRkZNTb0yeXyzF48GBcvnxZJzW0FHsCiajdqKysxLJly3Dq1CkIgoBz584BuHW/YCKi+tjY2MDW1lZ86CoEBgcHIysrCyUlJeKyS5cuQS6Xw93dvd51BEGAUqmEi4uLTmpoKYZAImo39u3bh99++w2LFy+GRqPRul0cEVFLlJSUQKlUQqlUArh13rFSqURaWhoAICIiQuvc4yeffBIODg6YPXs2kpKSEB8fj1dffRVz5syBhYUFAGD58uXYv38/UlJSoFQqMXfuXCiVSsyfP7/N968+HA4monZBEAT88MMPAG5dCSyTyZCUlASAPYFE1HIJCQkYPXq0+Dw8PBwAMHPmTERFRUGlUomBEACsra0RExODBQsWYNCgQXBwcMDUqVPx3nvviW0KCgrw7LPPIjs7GwqFAoGBgYiPj8eQIUPabscawRBIRO3CP//8g5SUFFhYWGDSpEnYt28fysrKYG1tjW7dukldHhG1c6NGjRLvPV6fqKioOst8fHwQExPT4Dpr1qzBmjVrdFFeq+BwMBG1C99//z0A4OGHH4ZMJsPatWsBAHPmzIGRkZGUpRERtUsMgUSk91JTU3H06FHIZDI88cQT2LhxI/Ly8uDp6YknnnhC6vKIiNolhkAi0ntbt24FAIwcORJVVVXYtm0bAOC1116DiYmJlKUREbVbDIFEpPd8fHzg5uaGJ598EqtWrYJGo8Ho0aMxbNgwqUsjImq3GAKJSO89+uijiI6Oxs2bN5GQkABTU1O8/PLLUpdFRNSuMQQSUbtQUVGByMhIAMDs2bPh6uoqbUFERO0cQyAR6a2jR49iz549qKqqwpYtW5CTkwNXV1etCVuJiOjecJ5AItJLgiDgs88+w4ULF3Dp0iVs374dAPDKK6/o7LZPRESGjD2BRKSXEhMTceHCBZiamuLChQuorq5GUFAQRowYIXVpREQdAkMgEeml2lvE9e3bFydPnoSJiQleeeUVyGQyiSsjIuoYGAKJSO9kZmYiLi4OgiAgNTUVADB9+nR4enpKXBkRUcfBEEhEemfbtm0QBAF2dnYoKCiAo6Mj5syZI3VZREQdCkMgEemVkpIS7Nq1C2q1Gjk5OQCAl19+GRYWFhJXRkTUsehFCIyPj0dYWBhcXV0hk8mwc+fORtvPmjULMpmszqNv375a7Xbs2AFfX1+YmZnB19cX0dHRrbgXRKQLBQUF8PPzQ0VFBUxNTTFo0CCMGzdO6rKIiDocvQiBpaWlCAgIwPr165vUfu3atVCpVOIjPT0d9vb2ePzxx8U2x44dw7Rp0zBjxgycOnUKM2bMwNSpU3H8+PHW2g0i0gF3d3fMmzcPVlZWMDIywmuvvcaLQYiIWoFezBMYGhqK0NDQJrdXKBRQKBTi8507dyI/Px+zZ88Wl0VGRiIkJAQREREAgIiICMTFxSEyMlK8GT0R6aedO3dCLpfj4YcfRrdu3aQuh4ioQ9KLnsCW2rRpE8aNGwcvLy9x2bFjxzB+/HitdhMmTMDRo0fbujwiaqJffvkFGRkZ+PPPPwEADz/8sMQVERF1XHrRE9gSKpUK+/btE+cUq5WdnQ0nJyetZU5OTsjOzm50e5WVlaisrBSfFxcXAwCqq6uhVqt1VHXbqq27vdbfkfBYNKyoqAjvv/8+SktLYWFhAQ8PD/j4+LTq74rHQ3/wWOiPjnIsqqurpS5B77X7EBgVFQU7OztMmjSpzmt3nkckCMJdzy1asWIFli9fXmd5bGwsOnfu3KJapRYTEyN1CfS/eCzqSk5ORmFhIYqLi1FdXQ13d3fs27evTd6bx0N/8Fjoj/Z+LHJzc6UuQe+16xAoCAI2b96MGTNmwNTUVOs1Z2fnOr1+OTk5dXoH7xQREYHw8HDxeWZmJnx9fTF27Fi4ubnprvg2pFarERMTg5CQEJiYmEhdjkHjsWjY9u3bYWVlhZKSEigUCrzyyivw8PBo1ffk8dAfPBb6o6Mci8zMTKlL0HvtOgTGxcUhOTkZc+fOrfPa8OHDERMTg5dffllcduDAAQQFBTW6TTMzM62b0xcVFQEAjI2N2/UfAwCYmJi0+33oKHgs6kpJSUFxcTHMzMwQEBDQpheE8HjoDx4L/dHej4WxcbuOOG1CL35DJSUlSE5OFp+npqZCqVTC3t4enp6eiIiIQGZmJr755hut9TZt2oShQ4fCz8+vzjYXLlyIkSNHYuXKlXjkkUewa9cuHDx4EEeOHGn1/SGi5rt8+TIKCwvh4OCAiRMnSl0OEVGHpxdXByckJCAwMBCBgYEAgPDwcAQGBmLp0qUAbl38kZaWprVOYWEhduzYUW8vIAAEBQVh27Zt2LJlC/z9/REVFYXt27dj6NChrbszRNRsNTU1OHfuHCoqKmBlZYWQkBCpSyIi6vD0oidw1KhREAShwdejoqLqLFMoFCgrK2t0u1OmTMGUKVNaWh4RtbK0tDTk5uZCLpdjzJgxWvOAEhFR69CLEEhEhs3BwQHOzs4wMTHBgw8+KHU5REQGQS+Gg4nIsF24cAEajQZeXl647777pC6HiMggMAQSkeT27t0LABg3blyd6Z6IiKh1cDiYiCRVUVGBbdu2AUCdWz0SEVHrYQgkIknt2bMH6enpMDExQZ8+faQuh4jIYHA4mIgk9eOPPwIAvLy8YGVlJXE1RESGgyGQiCRz8+ZNJCQkAADn8CQiamMMgUQkmf3796O8vBwWFhYYNGiQ1OUQERkUhkAiksyePXtQWVkJhUKBHj16SF0OEZFBYQgkIkmkpKTgwoULqKqqgq2tLXr16iV1SUREBoUhkIgksWfPHlRVVcHKygo2NjZwdXWVuiQiIoPCKWKIqM1pNBrs27cPpqamWLlyJXr06AG5nN9JiYjaEkMgEbW5kydPIicnB7a2tnjiiSd4lxAiIgnwqzcRtbna28SFhIQwABIRSYQhkIjaVEVFBWJjYwHcmidw27ZtKC0tlbgqIiLDwxBIRG0qLi4OZWVl6NKlC+Li4vDRRx9BJpNJXRYRkcFhCCSiNrV//34AgL+/PwDAzc0NlpaWUpZERGSQGAKJqM2Ulpbi2LFjAABnZ2cA4PyAREQSYQgkojZz+PBhqNVqeHl5oaCgAADQs2dPaYsiIjJQDIFE1GYOHjwIABg3bhySk5MBMAQSEUmFIZCI2kRZWRmOHj0KALj//vuRkpICgMPBRERSYQgkojZx5MgRVFVVwcPDA5aWllCr1bC0tISLi4vUpRERGSTeMYSI2sTtQ8Fdu3ZFfHw8srKyeLs4IiKJ8NOXiFpdeXk5/vrrLwDA2LFjAQCWlpbo0aOHlGURERk0hkAianVHjx5FZWUlXF1d0bt3b6nLISIiMAQSURu4fShYJpPhlVdewapVq5Cfny9xZUREhoshkIhaVUVFBY4cOQLgVgjMz8/HoUOH8NNPP8HMzEzi6oiIbomPj0dYWBhcXV0hk8mwc+fOu65TWVmJxYsXw8vLC2ZmZujevTs2b96s1WbHjh3w9fWFmZkZfH19ER0d3Up70HwMgUTUqo4dO4by8nK4uLigT58+uHz5MgDA3d2dt4sjIr1RWlqKgIAArF+/vsnrTJ06FbGxsdi0aRMuXryIrVu3wsfHR3z92LFjmDZtGmbMmIFTp05hxowZmDp1Ko4fP94au9BsvDqYiFpV7VDw2LFjIZPJcOnSJQCcJJqI9EtoaChCQ0Ob3P73339HXFwcUlJSYG9vDwDo2rWrVpvIyEiEhIQgIiICABAREYG4uDhERkZi69atOqv9XrEnkIhaTVVVFQ4fPgzg/64Kru0JZAgkovZs9+7dGDRoEFatWgU3Nzf06tULr7zyCsrLy8U2x44dw/jx47XWmzBhgjhxvtTYE0hErebYsWMoKyuDo6Mj+vbtC+D/QiDvFEJEbaG4uBhFRUXiczMzM52cj5ySkoIjR47A3Nwc0dHRyM3NxfPPP4+8vDzxvMDs7Gw4OTlprefk5ITs7OwWv78usCeQiFpNbGwsgFsXhMjlcqjVavF2cewJJKK24OvrC4VCIT5WrFihk+1qNBrIZDJ8//33GDJkCCZOnIjVq1cjKipKqzdQJpNprScIQp1lUmFPIBG1iqqqKsTFxQH4v6HgGzduQKFQoKKigreLI6I2kZSUBDc3N/G5rmYlcHFxgZubGxQKhbisT58+EAQBGRkZ6NmzJ5ydnev0+uXk5NTpHZQKewKJqFUcP34cpaWl6NKlC/r16wcAcHV1xf79+/Hbb7/pzTdhIurYbGxsYGtrKz50FQKDg4ORlZWFkpIScdmlS5cgl8vh7u4OABg+fDhiYmK01jtw4ACCgoJ0UkNLMQQSUauoHQoeM2ZMnfsD29jYSFESEVGDSkpKoFQqoVQqAQCpqalQKpVIS0sDcOvK3qefflps/+STT8LBwQGzZ89GUlIS4uPj8eqrr2LOnDmwsLAAACxcuBAHDhzAypUrceHCBaxcuRIHDx7EokWL2nr36sUQSEQ6p1ar6wwFExHps4SEBAQGBiIwMBAAEB4ejsDAQCxduhQAoFKpxEAIANbW1oiJiUFBQQEGDRqEp556CmFhYfjkk0/ENkFBQdi2bRu2bNkCf39/REVFYfv27Rg6dGjb7lwDeE4gEenciRMnUFxcDHt7e/Tv319c/tRTT8HBwQFvvfUWHB0dpSuQiOgOo0aNgiAIDb4eFRVVZ5mPj0+d4d47TZkyBVOmTGlpea2CIZCIdO72CaJrh4Lz8vJw8eJFyGQyDgcTEekBDgcTkU5VV1fj0KFDALSHgmvnB/Tw8BDPlyEiIukwBBKRTiUkJKCoqAidOnUSz60BwNvFERHpGYZAItKp2quCR48eDSMjI3E5bxdHRKRfGAKJSGdqamrw559/Arh1l5Db8XZxRET6hSGQiHTm5MmTKCgogEKhwMCBA8XlarUaqampANgTSESkLxgCiUhnGhoKLiwshJ+fH5ydneHs7CxVeUREdBtOEUNEOlFdXS2GwDsniO7cuTO++uorvbpxOhGRoWNPIBHpxN9//42CggLY29tjyJAh9bZhACQi0h8MgUSkE3v37gUATJgwQWsoOCcnByqVSqqyiIioAQyBRNRipaWl4gTRoaGhWq999913CAsLwxdffCFBZURE1BCGQCJqsT///BNVVVXw8vJCnz59xOUajQYHDhwAAK3lREQkPb0IgfHx8QgLC4OrqytkMhl27tx513UqKyuxePFieHl5wczMDN27d8fmzZvF16OioiCTyeo8KioqWnFPiAxT7VDwxIkTtc77+/fff5GbmwtbW1sMHz5cqvKIiKgeenF1cGlpKQICAjB79mw89thjTVpn6tSpuH79OjZt2oQePXogJycH1dXVWm1sbW1x8eJFrWXm5uY6q5uIbp3zd+LECQDAAw88oPXa77//DuDW1cImJiZtXhsRETVML0JgaGhonfOIGvP7778jLi4OKSkpsLe3BwB07dq1TjuZTMY5yYha2f79+yEIAgICAuDm5iYur6qqwh9//AHg1sUiRESkX/QiBDbX7t27MWjQIKxatQrffvstrKys8PDDD+Pdd9+FhYWF2K6kpAReXl6oqalB//798e6772rd0L4+lZWVqKysFJ8XFxcDuDUHmlqtbp0damW1dbfX+juSjngs9uzZA0EQMH78eK39OnLkCAoLC9GlSxf069dPL/e5Ix6P9orHQn90lGNx5+gg1dUuQ2BKSgqOHDkCc3NzREdHIzc3F88//zzy8vLE8wJ9fHwQFRWFfv36oaioCGvXrkVwcDBOnTrV6G2rVqxYgeXLl9dZHhsbi86dO7faPrWFmJgYqUug/9VRjoVKpUJCQgKMjIyg0WjEcwMB4Pvvv0dhYSH69+8vDgvrq45yPDoCHgv90d6PRW5urtQl6D2ZIAiC1EXcTiaTITo6GpMmTWqwzfjx43H48GFkZ2dDoVAAAH755RdMmTIFpaWlWr2BtTQaDQYMGICRI0fik08+aXDbd/YEZmZmwtfXF6mpqVpDXe2JWq1GTEwMQkJCeF6WxDrasfj000/x7bff4v7778fKlSu1XisrK0N8fDx8fHzqPV1DH3S049Ge8Vjoj45yLDIzM+Ht7Y309HS4u7tLXY5eapc9gS4uLnBzcxMDIHBr+glBEJCRkVFvT59cLsfgwYNx+fLlRrdtZmYGMzMz8XlRUREAwNjYuF3/MQCAiYlJu9+HjqIjHIva6V9kMhkeeuihOvujUCgQFhYmUXXN0xGOR0fBY6E/2vuxMDZulxGnTenFFDHNFRwcjKysLJSUlIjLLl26BLlc3mDaFwQBSqUSLi4ubVUmUYeWmJiInJwcWFtb47777pO6HCIiaia9CIElJSVQKpVQKpUAgNTUVCiVSqSlpQEAIiIi8PTTT4vtn3zySTg4OGD27NlISkpCfHw8Xn31VcyZM0ccCl6+fDn279+PlJQUKJVKzJ07F0qlEvPnz2/z/SPqiGrP/xs3bhxMTU3F5QUFBZg+fTqioqKg0WikKo+IiO5CL0JgQkICAgMDxSt3w8PDERgYiKVLlwK4dfJ5bSAEAGtra8TExKCgoACDBg3CU089hbCwMK1z/QoKCvDss8+iT58+GD9+PDIzMxEfH9/gje2JqOmqqqpw8OBBALcmiL5dbGwsLly4gIMHD0Iu14uPGCIiqodeDJiPGjUKjV2fEhUVVWeZj49Po1curVmzBmvWrNFFeUR0h8OHD6O0tBROTk7o37+/1mv79+8HwLkBiYj0Hb+mE1Gz7dmzB8Ctid5v7+27fv06/v33X8hkMoZAIiI9xxBIRM1SUFCAv/76C0DdoeDaXsDAwEA4Ojq2eW1ERNR0DIFE1CwHDx5ETU0NevfujW7dumm9VhsC77yHMBER6R+GQCJqltqrgu/sBbx69SouXrwIIyMjjB07VorSiIioGfTiwhAiah8yMzNx+vRpyOVyjB8/Xuu12vsHC4KgNZE7ERHpJ4ZAImqyffv2AQAGDx6MLl26aL3m7e2NDz74oNEr/YmISH9wOJiImkQQhAaHgm8nk8naqiQiImoBhkAiapLz588jLS0NZmZmGD16tNZrf/31F1JSUiSqjIiI7gVDIBE1SW0v4KhRo2BpaSku12g0ePfddzF16lT8888/UpVHRETNxHMCieiuVCqVeD7g7UPB1dXV+PHHH5GbmwtbW1vx1o9ERKT/GAKJqFGpqal44YUXUFhYCE9PTwwdOhSlpaX45ZdfsHXrVuTk5AC4dfcQExMTiaslIqKmYggkogadP38eCxYsQEFBAby9vfHpp5/i1KlTCA8PR2lpKQDAwcEB//nPf/DUU09JXC0RETUHQyAR1evff//FokWLUFZWht69e+PTTz+FnZ0dLCwsIAgCvL29MWPGDDzwwAMwNTWVulwiImomhkAiquPw4cN4/fXXUVBQALn81vVjtRNA29jY4JtvvoGnp6f4GhERtT8Mgc1QXV2N1atX4+bNm8jLy0NeXh4KCwthZ2cHNzc3BAQEYM6cOWL78vJyWFhY3PP7qdVq3LhxAwDg6uoqLv/ss88AAHK5XOshk8ng6uqKoKAglJWVicN19vb291xDSwmCgMLCQmRlZaGwsBCFhYUoKioS/ztmzBjxYoLS0lK8++67GDVqFEaMGAErK6tWqae4uBhZWVkoKytDv379eB7bHfbt24c33ngD169fhyAIcHd3x+XLl3H16lV4e3sDALp27SptkURE1GIMgU00ZcoUdOrUCSdOnABQN4AZGRnh0qVL6Nu3L3r27Al7e3uEhoZCLpfDxcUFCoUCJiYm4qNPnz54+umnxe2vX78eKpUKly5dQnp6OgoKClBaWgpBENCtWzeMGTMG1dXVUKvV+PrrryEIAjQajdajpqYGlpaW8PT0FLerUqlgamoKMzMzbN26FR4eHnBxcYGrqytcXFzg4uICNze3FgWumpoaXL9+HRkZGcjIyEBAQAC6d+8OADh06BBeffXVBtd1cXERQ+Bff/2FgwcP4uDBgzAxMcGQIUMwZswYBAcHo6ysDFevXsXVq1dx7do1XL16FRkZGdBoNDAyMhIftT1TZmZmMDIygrGxMfLy8mBqagq5XI6cnByUlZWJ7+/m5oavv/4adnZ297z/TaXRaHDx4kUcO3YMjo6OGDZsmN5NrLxlyxYsWbIE+fn5UCgUcHNzw6RJkzB79mytLyJERNT+MQQ2UVlZGaqrq2FjYwOZTAZjY2MxeNTU1KCqqgopKSl44YUXAAC2trZISkqCmZkZ0tPTYWZmBjMzM8hkMgiCgOzsbHTq1AmXLl3CxYsXsW3bNtTU1NR5X5lMhkuXLmkFFxMTE61bc9X+LAgCzMzMAADGxsYwMTFBcXExampqUFNTA5VKBSsrK/FhZGQkhhAnJyc4OjrCxcUFXbp0gUKhQEVFBUpLS1FeXo6QkBAMHz4cAHDx4kUsWbIE5eXlKC8vF9+j1sKFC8UQ6ObmBgDo3Lkz7O3toVAoYGtrK/63T58+4no+Pj6YNm0afv31V1y9ehXbt2/Ht99+i6qqKlhYWMDJyQnm5uYAbvWSVlVVif+9/WeZTIZevXqJ201LSxN7Ra2srGBtbQ0PDw8YGRnB3d29xQGwtLQUBQUFEAQBgiCgU6dOsLa2Rnl5ORISEhAfH4+kpCRcvHhR/H3t3r0bnp6emD59OqZOnQpTU1OUlZUhLS0NXbt2FfezrQiCgA8//BAffPABNBoNOnXqhMcffxwLFixAt27d2rQWIiJqGwyBTfTll1/C1tYWpaWlWo/aYdeSkhLk5uYiOTkZ6enpKCoqgru7uxhMKisrUVVVBYVCgYKCAhw9ehRnzpwRt29nZyeGkh49esDV1RWdOnWCjY0NTExMYGxsXOdhbm4OKysrWFpaaoU7S0tLmJqaoqCgALt378bhw4fxxx9/wNjYGNXV1aioqEBxcTF69+4NExMTFBQUICUlBYcOHdLaZ3Nzc5ibm8PCwgJmZmbw9/eHpaUlampq6twdwsTEBK6urnB3d4ezs7O4vEePHvjrr7/EcHo7QRCQkZGBX3/9FUqlEomJiUhLSwNw6/yz4uJiqNVqCIKA8vJy9OzZE3369EHXrl2xe/duXL16Vfw91G6v1urVq2FiYoKqqir89NNP+Pfff5GXlyf2xJaWlqJr167w8PDA2bNn4evri4KCArz99tuYO3cu+vfv3+C/BUEQkJqaiiNHjuDw4cNITExEVVUVampqoFarERQUBI1GgwsXLqC4uFjcJ+D/epDz8vJw7do1XLx4EV9//TWmTJkCX19fvPzyy5DL5ejatSt8fHzER69evWBtbX3Xf6dqtRr5+fmwtbW9a5AUBAH5+flIS0vDgQMH8PPPP8PExAS9evXC+vXrMWjQoLu+HxERtV8ygXd7b1RGRgY8PDyQnp4Od3f3Jq1TXl6OlJQUXL58WetRXFwstrG1tUWvXr20Ht7e3q1yfpparcauXbvg6uqKf//9F8ePH8eFCxfw4osvYubMmSgqKsKBAwewatUqlJeXo6ioCGq1Wmu429LSUgyXNjY2kMvl6NSpE+zt7eHo6Ah3d3d07txZK3jU9jLe+d+cnBwolUoolUrcvHmzTr3du3cXh5S9vLxgbm6O9PR0hIWFiW1WrVqFv//+G+7u7nUerq6u9QagtLQ0HD58GPHx8UhMTIRGoxFfMzU1RW5uLnJycmBkZAQXFxcMGDAArq6uYsg2MTFBfn4+zp49iz/++AM1NTWorq6GIAiQyWRavaq1vYsWFhbIzMyEjY0NbG1tYWlpidzcXNjb2+PGjRswNv6/72HV1dUoLi6GhYVFvfW/8sorePTRR5GTk4MjR47g999/x82bN8Ue2bKyMlRUVEAmk+Gtt95CcHAwzM3Ncfz4cbz33ntiD3JNTQ0qKytRUlIiflmpHUZ/5pln8MwzzxjMBR9qtRp79+7FxIkTeW6oxHgs9EdHORb38v9vQ8MQeBe6+kckCAJycnKQkZEBNzc3ODk5tdn5YPX9QZeWlkIul9d74UptrefOnRMfFy5cQElJic5rMzExga+vL/r374/+/fsjICAAtra2On+fOxUVFeGvv/7C4cOH8ddff6G0tBRqtRq5ubkoKCgQ29na2kKj0cDS0hIODg4Abp3bd/nyZVhYWMDa2hrW1taws7NDp06d4ODgAB8fH3FfnJyctN73zmNRU1ODP/74A1u3bsXp06cB3AqDXl5esLe3R0pKCjIyMlBQUIBu3bqJvZ21F9s0xNXVVbyaNz8/H9nZ2Q227dWrF4YPH47HHnsMY8eOvaffZ3vVUf5n1xHwWOiPjnIsGALvjsPBbUQmk8HJyalOKJBKYxeC3F7rmDFjxOUVFRXIz88XH3l5eXWeV1VVAdA+T7G+9/b390f//v3Rt29fSeaYs7W1RWhoKEJDQ1FdXS1eMFJWVoYrV67gxx9/xIkTJ8SLbjp37ownnnhC7P20sbGBk5OT+Pxez+EzMjJCSEgIQkJCcPbsWfzwww84ePAgMjMzkZmZCQDo1KkTbG1tUVNTA7lcDlNTU3Tr1k08ZeD2C2Jqe/oqKipQUVGB8vJyKBQKeHh4wMHBAXZ2drC0tIS5uTmMjIzg7e2NJ554ok2CNxER6ReGQGoyc3Nz8YrijsTY2Fjryld/f39MnjwZ58+fx65du9C5c2eMGDECvXv3btU6/Pz88MEHH2DhwoXYsWMHsrOz4ejoKAZyZ2dnODk5wdbWtlm9yBqNxmCGd4mIqOkYAoka0KdPH62rl9uKk5MTnn/+eZ1tjwGQiIjqw/87EBERERkghkAiIiIiA8QQSERERGSAGAKJiIiIDBBDIBERERm8+Ph4hIWFwdXVFTKZDDt37my0/aFDh8QbBdz+uHDhgtgmKiqq3jYVFRWtvDdNw6uDiYiIyOCVlpYiICAAs2fPxmOPPdbk9S5evKg112qXLl20Xre1tcXFixe1lrX1/eEbwhBIREREBq/2BgLN5ejoKN4qtD4ymQzOzs4tqKz1cDiYiIiIOqzi4mIUFRWJj8rKSp1uPzAwEC4uLhg7diz+/PPPOq+XlJTAy8sL7u7ueOihh5CYmKjT928JhkAiIiLqsHx9faFQKMTHihUrdLJdFxcXbNy4ETt27MAvv/yC3r17Y+zYsYiPjxfb+Pj4ICoqCrt378bWrVthbm6O4OBgXL58WSc1tBSHg4mIiKjDSkpKgpubm/jczMxMJ9vt3bu31u1Ehw8fjvT0dHz00UcYOXIkAGDYsGEYNmyY2CY4OBgDBgzAunXr8Mknn+ikjpZgTyARERF1WDY2NrC1tRUfugqB9Rk2bFijvXxyuRyDBw/Wm55AhkAiIiIiHUhMTISLi0uDrwuCAKVS2WibtsThYCIiIjJ4JSUlSE5OFp+npqZCqVTC3t4enp6eiIiIQGZmJr755hsAQGRkJLp27Yq+ffuiqqoK3333HXbs2IEdO3aI21i+fDmGDRuGnj17oqioCJ988gmUSiU+/fTTNt+/+jAE3oVGowEAqFQqiSu5d9XV1cjNzUVmZiaMjXnIpcRjoV94PPQHj4X+6CjHovb/27X/H7+bhIQEjB49WnweHh4OAJg5cyaioqKgUqmQlpYmvl5VVYVXXnkFmZmZsLCwQN++fbFnzx5MnDhRbFNQUIBnn30W2dnZUCgUCAwMRHx8PIYMGaKLXWwxmSAIgtRF6LMTJ07ozcEiIiKi5vnnn38wePBgqcvQSwyBd1FdXY3ExEQ4OTlBLm+fp1AWFxfD19cXSUlJsLGxkbocg8ZjoV94PPQHj4X+6CjHQqPR4Pr16wgMDGzXPZqtiSHQABQVFUGhUKCwsFDr1jbU9ngs9AuPh/7gsdAfPBaGo312bRERERFRizAEEhERERkghkADYGZmhrfffrtVJ8ikpuGx0C88HvqDx0J/8FgYDp4TSERERGSA2BNIREREZIAYAomIiIgMEEMgERERkQFiCCQiIiIyQAyBBqqyshL9+/eHTCaDUqmUuhyDdPXqVcydOxfe3t6wsLBA9+7d8fbbb6Oqqkrq0gzCZ599Bm9vb5ibm2PgwIE4fPiw1CUZnBUrVmDw4MGwsbGBo6MjJk2ahIsXL0pdFuHWsZHJZFi0aJHUpVArYgg0UK+99hpcXV2lLsOgXbhwARqNBl988QXOnTuHNWvW4PPPP8ebb74pdWkd3vbt27Fo0SIsXrwYiYmJGDFiBEJDQ7VuDk+tLy4uDi+88AL+/vtvxMTEoLq6GuPHj0dpaanUpRm0EydOYOPGjfD395e6FGplnCLGAO3btw/h4eHYsWMH+vbti8TERPTv31/qsgjAf//7X2zYsAEpKSlSl9KhDR06FAMGDMCGDRvEZX369MGkSZOwYsUKCSszbDdu3ICjoyPi4uIwcuRIqcsxSCUlJRgwYAA+++wzvPfee+jfvz8iIyOlLotaCXsCDcz169fxzDPP4Ntvv4WlpaXU5dAdCgsLYW9vL3UZHVpVVRVOnjyJ8ePHay0fP348jh49KlFVBNz69w+AfwMSeuGFF/Dggw9i3LhxUpdCbcBY6gKo7QiCgFmzZmH+/PkYNGgQrl69KnVJdJsrV65g3bp1+Pjjj6UupUPLzc1FTU0NnJyctJY7OTkhOztboqpIEASEh4fjvvvug5+fn9TlGKRt27bh33//xYkTJ6QuhdoIewI7gGXLlkEmkzX6SEhIwLp161BUVISIiAipS+7Qmno8bpeVlYUHHngAjz/+OObNmydR5YZFJpNpPRcEoc4yajsvvvgiTp8+ja1bt0pdikFKT0/HwoUL8d1338Hc3FzqcqiN8JzADiA3Nxe5ubmNtunatSv+85//4Ndff9X6H11NTQ2MjIzw1FNP4euvv27tUg1CU49H7QdtVlYWRo8ejaFDhyIqKgpyOb+btaaqqipYWlrip59+wuTJk8XlCxcuhFKpRFxcnITVGaYFCxZg586diI+Ph7e3t9TlGKSdO3di8uTJMDIyEpfV1NRAJpNBLpejsrJS6zXqGBgCDUhaWhqKiorE51lZWZgwYQJ+/vlnDB06FO7u7hJWZ5gyMzMxevRoDBw4EN999x0/ZNvI0KFDMXDgQHz22WfiMl9fXzzyyCO8MKQNCYKABQsWIDo6GocOHULPnj2lLslgFRcX49q1a1rLZs+eDR8fH7z++uscou+geE6gAfH09NR6bm1tDQDo3r07A6AEsrKyMGrUKHh6euKjjz7CjRs3xNecnZ0lrKzjCw8Px4wZMzBo0CAMHz4cGzduRFpaGubPny91aQblhRdewA8//IBdu3bBxsZGPCdToVDAwsJC4uoMi42NTZ2gZ2VlBQcHBwbADowhkEgiBw4cQHJyMpKTk+uEcHbQt65p06bh5s2beOedd6BSqeDn54e9e/fCy8tL6tIMSu0UPaNGjdJavmXLFsyaNavtCyIyMBwOJiIiIjJAPAOdiIiIyAAxBBIREREZIIZAIiIiIgPEEEhERERkgBgCiYiIiAwQQyARERGRAWIIJCIiIjJADIFEREREBoghkIiIiMgAMQQSUYc2atQoyGQyyGQyKJVKnWxz1qxZ4jZ37typk20SEbU1hkAiatcWLVqESZMmNdrmmWeeEe8RrAtr166FSqXSybaIiKTCEEhE7dqJEycwZMiQRttYWlrC2dkZxsbGOnlPhUIBZ2dnnWyLiEgqDIFE1C6p1WqYmpri6NGjWLx4MWQyGYYOHdqkdUeNGoWXXnoJr732Guzt7eHs7Ixly5Zptfn555/Rr18/WFhYwMHBAePGjUNpaWkr7AkRkTQYAomoXTIyMsKRI0cAAEqlEiqVCvv372/y+l9//TWsrKxw/PhxrFq1Cu+88w5iYmIAACqVCk888QTmzJmD8+fP49ChQ3j00UchCEKr7AsRkRR0MzZCRNTG5HI5srKy4ODggICAgGav7+/vj7fffhsA0LNnT6xfvx6xsbEICQmBSqVCdXU1Hn30UXh5eQEA+vXrp9P6iYikxp5AImq3EhMT7ykAArdC4O1cXFyQk5MDAAgICMDYsWPRr18/PP744/jyyy+Rn5/f4nqJiPQJQyARtVtKpfKeQ6CJiYnWc5lMBo1GA+DWUHNMTAz27dsHX19frFu3Dr1790ZqamqLayYi0hcMgUTUbp05c6ZOj56uyGQyBAcHY/ny5UhMTISpqSmio6Nb5b2IiKTAcwKJqN3SaDQ4ffo0srKyYGVlBYVCoZPtHj9+HLGxsRg/fjwcHR1x/Phx3LhxA3369NHJ9omI9AF7Aomo3Xrvvfewfft2uLm54Z133tHZdm1tbREfH4+JEyeiV69eeOutt/Dxxx8jNDRUZ+9BRCQ1mcA5D4ioAxs1ahT69++PyMhInW9bJpMhOjr6rncsISLSR+wJJKIO77PPPoO1tTXOnDmjk+3Nnz8f1tbWOtkWEZFU2BNIRB1aZmYmysvLAQCenp4wNTVt8TZzcnJQVFQE4NbUMlZWVi3eJhFRW2MIJCIiIjJAHA4mIiIiMkAMgUREREQGiCGQiIiIyAAxBBIREREZIIZAIiIiIgPEEEhERERkgBgCiYiIiAwQQyARERGRAWIIJCIiIjJADIFEREREBuj/AytqFsCRYZwWAAAAAElFTkSuQmCC", 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" ] @@ -232,7 +268,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": 40, "id": "66fe35f2-33d3-48f9-acb4-a07249284b3f", "metadata": {}, "outputs": [ @@ -240,16 +276,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "27\n", - "1.4961741828918456 2.471108055114746 5\n", - "Rise time t_r = 0.488 ns\n", - "1.1052445793151855 2.219084692001343 5\n", - "Rise time t_r = 0.488 ns\n" + "54\n", + "1.4798755359649658 2.488823890686035 10\n", + "1.1041556739807128 2.2208544731140134 10\n", + "1.4798755359649658 2.488823890686035 10\n", + "Rise time t_r = 0.504 ns\n", + "1.1041556739807128 2.2208544731140134 10\n", + "Rise time t_r = 0.490 ns\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -264,23 +302,151 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 99, + "id": "ab54ba7f-1e18-4373-899c-30e740399a55", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "54\n", + "1.4798755359649658 2.488823890686035 10\n", + "1.1041556739807128 2.2208544731140134 10\n", + "1.4798755359649658 2.488823890686035 10\n", + "Rise time t_r = 0.504 ns\n", + "1.1041556739807128 2.2208544731140134 10\n", + "Rise time t_r = 0.490 ns\n", + "86\n", + "0.9069570653578813 1.348630936940511 17\n", + "1.373560406179989 1.8125483194986978 17\n", + "0.9069570653578813 1.348630936940511 17\n", + "Rise time t_r = 0.935 ns\n", + "1.373560406179989 1.8125483194986978 17\n", + "Rise time t_r = 1.062 ns\n", + "107\n", + "1.6290217127118791 1.9071647644042968 21\n", + "1.5613759040832518 1.8326980590820312 21\n", + "1.6290217127118791 1.9071647644042968 21\n", + "Rise time t_r = 0.742 ns\n", + "1.5613759040832518 1.8326980590820312 21\n", + "Rise time t_r = 1.160 ns\n", + "32\n", + "0.007047986984252929 0.2918441636221749 6\n", + "0.011429834365844726 0.38580293655395503 6\n", + "0.007047986984252929 0.2918441636221749 6\n", + "Rise time t_r = 0.111 ns\n", + "0.011429834365844726 0.38580293655395503 6\n", + "Rise time t_r = 0.180 ns\n" + ] + }, + { + "data": { + "image/png": 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Uvv76azmX/DvvvCM3GyguLpbvRYSEhJCTk0NVVRVKpZLg4GA5w2qvXr0wNzfn7NmzAAQFBVFQUEBFRQXGxsZERERw5MgRoCXjqrW1NWfOnJGPd0lJCefPn0ehUBAVFUV8fDxarRZHR0fs7e05ffo0AL6+vlRUVFBaWoqBgQHR0dEcPXoUtVqNvb09zs7O8vH28fGhtrZWTkUSHR1NUlKSnP/Jzc2NkydPAtCnTx9UKhUFBQUAREZGkpKSgkqlwtraGi8vrza/WY1GIx/v8PBw0tPTqaurw9LSEh8fHzkvlLu7O4aGhm1+s5mZmdTU1GBmZkZAQACJiYkAuLq6YmJiQmZmpny8c3NzqaysxNTUlNDQUOLj4+XfrIWFhXy8AwMDKSoqory8HGNjY7Zu3cq8efPaOy2v6HJpl4A27wZe01t1NzG9cLtyc3MlQMrNzdV1UYQraG5ulh5++GHJzs5OCggIkP73v//pukhCJ1CpVFJVVVWbITU19Yrn5QcffCBFRkZKFRUV7U5fuHChNH36dPn7L7/8It1+++0dKpu4ByVcFUmS+Oc//8mOHTuIiYlh165d3HXXXboultAJTE1Nsba2bjNYWVlddpnWtEu///77JdMujRkzhs2bN1NcXIwkSSxbtozHHnusQ2UTAUq4KosXL+aHH37g3nvvZdOmTaLBZTfWmnapsrKSO+64g7CwMAYMGADAU089xdatW4GWS+F58+YxZMgQvL29cXJyumJeuL8T6VaEK8rIyGDixIlYWlqyfft20XygG9CX81LUoITLSkhI4J///CdeXl5s2rRJBCfhptKbp3iC/snNzeWBBx7A2NiYH3/8EQsLC10XSehmRIAS2lVbW8uIESNoaGhg06ZNODg46LpIQjckApRwEY1Gw7333kteXh6rV6+Wb4AKws0m7kEJbUiSxH/+8x+OHTvGq6++ysMPP6zrIgndmKhBCW18+eWX7N27l88//5wJEyboujhCNydqUIJs+fLlvPPOO/z73/8WwUnQCyJACQDs2LGDV199FRsbG3FZJ+gNEaAEEhMTmTp1KlZWVmzbtk308CzoDRGgurm//vqLUaNGodFoWLduHV5eXroukiDIRIDqxrZu3crzzz+Ph4cHP/74I0OGDNF1kQShDfEUrxvSarU888wz7N69m4kTJzJ79myRN1zQS+JX2c3U1dURGxvL4cOHuf/++3n11VfbJBUTBH3SoUu8m9mbg9D5zp07R0REBHFxcTz//PN8//33IjgJeq3D96BuVm8OQudKT0/nH//4B2VlZaxZs4Z33nlHBCdB73UoQN3M3hyEzvP7778zdepUwsPD+eOPPxg7dqyuiyQIV+W67kF1Zm8ONTU1VFdXtxlnamqKqanp9RSxW9NoNEyZMoVt27YxceJE3nvvPczMzHRdLEG4atfczKC1N4d333233ekd7c0hMDAQGxubNsP8+fOvtXjdXl1dHUOHDmXDhg3cf//9fPjhhyI4CV3ONdWgPvzwQzZt2sSuXbswNze/aLqHh0ebm+fZ2dlyF0aXkpqaiqura5txovZ0bZqbm7n99ts5ffo0c+fO5eWXX9Z1kQThmnS4BnWjenOwsrK6qGcJEaCuzezZs0lLS+P9998XwUno0joUoG5mbw7Ctfnhhx/Yv38/S5YsYfr06bouTre1YMECNm7cyJw5c+SOZv8uKSkJtVpNTU2N3DHplZabOXNmh3vn7dI61IveDSA67uw8ixcvljw8PKSPPvpI10XpchobG6XY2NhOWddff/0lTZkyRZIkSUpNTZVGjx7d7nz9+vWT7OzspNjYWKm4uPiKyx09elTy9vaWMjMzO6Wcl6Mv56V4F+8WsXXrVt544w169uzJzJkzdV2cLufQoUP4+vp2yrr27t0rX1kEBARw5MiRdh8UzZo1i/LycrZs2YKTk9Nll2tsbCQnJ6fbdc0mXnW5BSQlJTFlyhScnJz43//+16Xeq1OpVJd8G6GzeHl5oVQqLzl9165dfPDBB4SFhbF//36GDh16XdsrKipqkxXCwMCAmpqai9LYpKamsmPHDpKSkhg9evRll9uyZQujR49m8eLFF21v586dTJ48mVWrVqHVavn5559ZsWIFBw8eJDc3F1tbW/bs2cPChQuva790oev8koV2FRUVMWrUKIyMjNi5cyc2Nja6LlKHZGVlMW7cuBu6jW+//RZ/f/9LTh8+fDgLFixgzpw5l82Fde7cOfk+69+ZmJjI9/w0Gg0KhUKeptFoMDS8+GJlwYIFGBoaEhMTw4gRI4iIiGh3uZMnT9K3b99L9kl499134+vri42NDYMHD+a7776jsLCQn3/+maCgIGJiYrpsji8RoLowrVbLwoULUSgUfPfdd3h7e+u6SB3m5eXFt99+e8O3cTmNjY00NjbKJ/G+fftYtmwZQUFBjBgxgujoaKDl4c+sWbOuuD1XV1dqa2uBljaAkiRhaWnZZp7Nmzfz559/smjRIiwsLDh+/DijRo1qd7mjR48iSRLHjx+nqKiIDRs2MHHiRBwdHduss7U7ehMTE5qampg9ezZz585l4cKFPPHEEwwePPiKZdc3IkB1UVqtlnfeeYf9+/fz9ddfc9ttt+m6SNdEqVRetnZzM8THxxMVFUVNTQ3JyclERkbi5OTE66+/3ma+s2fPsm3btnbXcWENavjw4axdu5annnqK48ePExUVJc+XkZGBj48PVlZWctObjIwMhgwZcsnlJk6cKC+/du1axo4de1Fwas/69etZunQpWq2Whx56qGMH5TJmzpzJ1q1byc7OJjk5meDg4Ivm+eOPPxg5cmSb+3qHDh3qcGNhEaC6IEmSmDJlCps2bWLRokVdNjjpC2dnZ9RqNdu2bePxxx/n3Llz9O3b96L5vL29r6oGNWDAADZv3sy6detISkri448/Blr+qIwYMYLExESGDx/Ol19+ycmTJ8nMzGTdunU4OTm1u1yrb7/9ltOnT/PJJ58wZ84cevToAcDu3btJT09n+fLljB07loSEBJYtW4aBgQE//vgjAPfee+91HqX/M3bsWGbPnk1MTMxl5wsMDCQhIeH6Nqa7B4gt9OVxZlcyb948ydzcXHriiSckrVar6+LccjZs2CAlJSXpuhg6dTXnpaenp5ScnNzutL1790qRkZHXXQ5Rg+pivvvuOz744AMiIyP56quvRMqUG2DMmDG6LsJN1XoP7kI1NTXXvd7Tp0/LN/4nT558TQ2H9SZApaSkkJ+fT0REBKdOnaKhoQErKyt69+7NiRMnAPD09ESr1cotbMPCwsjIyKC2thYLCwt8fX05duwYAG5ubigUCrKzswEIDQ0lKyuL6upqlEolQUFBHD16FGi5uahUKuXUMcHBweTl5VFZWYmJiQlhYWHExcUB0LNnTywtLcnIyABa2qsUFxdTXl6OkZERkZGRxMXFIUkSjo6O2NnZkZ6eDoCfnx/l5eWUlpZiaGhI//79SUhIQKPR4ODggJOTE6dOnQKgb9++VFdXU1xcDLRcNhw8eJD33nuPfv368eOPP8rl9/b2pr6+nsLCQgCioqI4efIkKpUKGxsbPDw8SE5OBlpuGKvVavLy8gCIiIggLS2N+vp6LC0t8fb25vjx4wDy+5OtLZf79evH2bNnqa2txdzcHH9/fxITE+XjbWRkJDcZCAkJIScnh6qqKpRKJcHBwXJ1v1evXpibm3P27FkAgoKCKCgooKKiAmNjYyIiIjhy5AjQcvllbW0tt7QOCAigpKSE8+fPo1AoiIqKIj4+Hq1Wi6OjI/b29pw+fRoAX19fKioqKC0txcDAgOjoaI4ePYparcbe3h5nZ2f5ePv4+FBbW0tRUREA0dHRJCUl0dTUhK2tLW5ubpw8eRJouVmuUqkoKCgAIDIykpSUFFQqFdbW1nh5ebX5zWo0Gvl4h4eHk56eTl1dHZaWlvj4+JCUlASAu7s7hoaGbX6zmZmZ1NTUYGZmRkBAgHy8XV1dMTExITMzUz7eubm5VFZWYmpqSmhoKPHx8fJv1sLCQj7egYGBFBUVUV5ejrGxMVu3bmXevHkXnZPXIyIigry8PGxsbMjLy2PkyJH06NGDRx55pEPrMZCkq0g1cAPl5eXh7u5Obm5ut2uE1hFNTU1Mnz6djIwMli5dSlBQkK6LJNwi2qtB5efnExgYeNnz0svLi+3bt7d7k/zv5s+fT0FBAUuWLOlQ2URL8i5AkiTefvttTp48yaeffiqCk9CpTE1NL3pR38rK6rrWWVhYiFarBVouF7dv3054eHiH1yMCVBewevVqfvrpJ1Qq1VU9XhaEG2nGjBm4ubmRl5fH8OHD8fHxAdomDNi4cSMhISH069ePgQMHctdddzF58uQOb0tc4um5//3vf7z22mvY2Njg7OzMd999J26MCzecvpyXogalx5KTk5k7dy6DBg2iqqqKJ598UgQnoVsRAUpPFRQU8OKLLxIQEICTkxMODg6MGDFC18UShJtKBCg9VFtby6xZszAzM+ODDz6gsLCQRx555JIviwrCrUpv2kEJLTQaDa+++iolJSWsXbsWe3t7Pv/8c/mJiCB0J6IGpUckSeLDDz8kLi6OhQsX4urqyrFjx5Akqd10HYL+upqUv60uTOO7bNky1qxZw9tvv90mtW9H1ndLue6XZa6TeBfv/6xfv16KjIyUNm3aJEmSJP3yyy9SZGSklJ2dreOS3fp0kfJXktqm8U1ISJCmTZsmSZIkVVdXS48++miH19dZ9OW8FH+W9cSBAwf4+OOPGT9+PKNHj0aSJL777jsGDhx4xS67hOuni5S/f0/ju3v3bvn/2srKiuPHjyNJ0lWv71YkApQeSE9P57XXXmPo0KE8++yzABw7dozTp0/zxBNP6Lh0N15ZWRlpaWlthtb33Jqami6alpaWJi+bnZ190bTWHqorKiooKyu74vZ37drFe++9h6GhIfv377/u/SkqKsLCwkL+3pq69++2bNnCfffdJ3+3tLSkublZ/l5cXEx1dfUV17dz505cXFz49ddf+eWXX3j66aeRJIm//vqL77//nt9++43Zs2df937pgrhJrmPZ2dnMmjULd3d33nnnHfle03fffUfv3r0ZNGiQjkt4423atIkVK1a0GXfvvffy9ttvU1xc3G5K4NYXj+fOnSu/CN3qrbfeYuTIkfz+++9UVlYybdq0y25fFyl/20vjO2bMGDlJ3okTJ2hsbEShUFxxfSLlr9DpJEliy5YtfPjhhzg5ObFo0SI526AkSQQGBjJixIhu0TDzoYceuijpXusJ5ezsfNmUwHPnzqWhoaHNuNbUt3fddRcajeaK29dFyt9LpfF99tln2bp1Kz179iQgIABLS8urWt+F+y1S/grXpbq6mnfeeYc9e/bw4IMP8uKLL7ZJhWpgYNCtOjrt0aOHnB3y70xMTC6bEtjT0/OS0+zs7K5q+7pI+dteGt+qqiqWLl3K8uXLiYuL4/HHH7/i+i7nRqX8vZlEgLrJEhIS+O9//4tKpWLhwoXceeedbabX1tbyzTff8MQTT3S5Hlq6Kl2k/LW1tQXapvGdNWsWnp6efPPNN+Tl5fHKK69cdn2tbnbK35tKNw8P/4++PM680Zqbm6UlS5ZIUVFR0rRp06SioqJ25/vmm2+kAQMGSKWlpTe5hEIrkfJXf85LUYO6CXJycnj99dc5ffo0M2bMYMKECe02vNRoNHz//feMGDHikpc8wo3X3VL+6jMRoG4gSZLYtm0bH3zwAT169GDNmjUEBgZecv69e/dSVFTEk08+eRNLKQj6SwSoG6S6upr58+fz+++/Exsby0svvYS5uflll1m3bh0RERH4+fndpFIKgn7rUIC6mR32dUVlZWXExcVx+PBhDh48iFqtZv78+dx1111Xtfzzzz8v3rkThAt0KEDd1A77ugCVSkViYiKHDx/myJEjcq8Zvr6+jBo1ikcffZSePXte9fpCQkJuVFEFoUvqUIDq7j3YqtVq0tPTOXLkCEeOHOH48eM0Nzfj5OTEgAEDmDx5MtHR0djb23dovcXFxbzyyivMnTsXLy+vG1N4QeiCbsg9qGvpsK+wsBBJktBqtXJrWSMjI0xMTORxWq0WrVaLRqNBkiQ0Go08rnX8hZ8bGxtRqVSoVCoaGhrkzxcODQ0NckvipqYmVCoVTU1Nbca1fm7NyWRubk5kZCTPPfccAwYMwMvLq8Mtvk+cOMGuXbs4ffq03I+bk5NTxw+2INzCOj1AXWuHfa2vE1zIycmJXr16YWTUUkxJkq751Q8jIyOUSiUmJibk5OQQGhqKubk5SqUSU1NTzM3NsbOzw9TUFBMTE3leU1NTeTAxMcHNzY3g4OCrym7Z0NDAmTNn5CCUnp7OtGnTiImJIS0tjX379uHn58eECRO4/fbbr3gTvSMaGxuZP38+r776Kqampp22Xn0j9vPWdk29unRmh32tvUesXr0alUrFxx9/LAchAwMDLCws5Fax//nPfygqKkKhUMjDCy+8QFRUFDt27GDr1q0oFAqMjIwwMjJi8ODBzJw5k5qaGmbPno2BgQEajYbvvvuO8ePHs2bNGhQKBR9//DFnz55ts+wjjzxCVFQUiYmJ/Prrr/J4hUKBm5sbY8eOpaGhgf/85z80NDS0GdatW4eNjQ3PP/88+/fvR6FQ4O3tjZ+fHw899BAhISHXFWyvRnV1NTY2NlRVVXXZF0WvhtjPG0NfenXp9BpUYWEhzs7OGBoayh32Xc17ZXfddRcODg4MHTqU5uZmmpubUavVwP/VrubMmUNlZSUajUYebr/9dvllSlNTU3m8Wq2mb9++WFhYoFar8ff3R6vVyi+Wuri4yAHC0tISKysr1Go1Go2GhoYGeduVlZWcPn1anqbRaAgNDW05eEZGGBsbY21tjVKpxMzMDKVSKdf4Jk6cyD//+U/69OmDiYlJm/3tDi8BC8J160iz8+nTp0uurq6SQqGQnJ2dJW9vb0mSJGnq1KnSli1bJEmSpCVLlkiBgYFSaGioFBgYKL355puSVqu95DpvdpP6qqoqCZCqqqpuyvZ0ReznreVm76e+vOrS7TruFJcEtxaxnzfGLXuJ11GtT8YKCwtvyvZaMxHm5+fLmRdvRWI/by03ez9bz0dd9yak8xpUfHx8u0/wBEHQvbi4OPr376+z7es8QKnVao4dOybfWBcEQfe0Wi3FxcWEh4fLD310QecBShAE4VJElUUQBL0lApQgCHpLBChBEPSWCFCCIOgtEaAEQdBbIkAJgqC3RIASBEFviQAlCILeEgFKEAS9JQJUN+Hl5YWTkxPNzc3yuD179mBgYMBLL70kj1u9ejUGBgYcOHCgzfL33XcfCxculL8fO3YMV1dXSkpKqKurY8CAAfTr149+/fpxzz33kJWVBbTk0woLC5MHX19fjIyMKC8vb7P+r776CgMDA7Zv3y6PO3v2LP/4xz8ICwvD39+fF198Uecvrwo3me4yvQg3k6enpxQZGSlt2LBBHvfkk09KUVFR0osvviiPGzx4sDRs2DBp0qRJbZbPz8+XevbsKZ08eVJSqVRScHCwvC6NRiNVV1fL8y5atEgaPXp0u+X44IMPpPvvv7/NuNzcXGnQoEHSwIEDpW3btsnjH3zwQemTTz6RJEmSGhoapODgYOmXX365xiMgdEWiBtWNTJkyhdWrVwNQVVXF4cOHueeee+TpaWlpZGZm8u2337J582Y5xQe0ZCBduHAhEyZM4NVXXyU0NFTuItzQ0BArKyugJW98dXX1JV/8XrNmzUUZVqdNm8aiRYvazbVdVVUFtOR3b25uplevXtdxBISuRgSobuS2227j3Llz5Ofns379eh5++GEUCoU8fdWqVYwfPx5XV1fuuOMOvv/++zbLjx8/Hjs7O7799ls+++yzi9Y/fPhwevbsyY8//sinn3560fRDhw5x/vx57r//fnncF198QVBQEAMGDLho/sWLF/PTTz/h4uKCi4sLEyZMIDw8/HoOgdDFiADVzYwfP56vvvqK1atXM2XKFHl8c3Mz33zzjTxu6tSprFq1qs2yeXl5pKSkoFAo5HtMF9q1axeFhYU8+uijvPPOOxdNX716NRMmTJDTd2RmZvLll1/y1ltvtVvW5cuXM378eAoKCsjOzmbdunXs2bPnWndd6Ip0fY0p3Byenp5ScnKylJ+fLzk7O0tDhw6VJEmS3nzzTenFF1+UNm3aJJmamkqenp6Sp6en5OHhIRkZGUnJycnyOkaMGCF9+OGH0o8//iiFhoZKTU1N7W6rsLBQsrS0bDOutrZWsrKykk6dOiWP++677yRnZ2d5m6amppKTk5O0YsUKSZIkycLCQiouLpbnf+mll6T//ve/nXZMBP0nalDdjIuLC/Pnz+f9999vM37VqlUsXryYrKwssrKyyM7O5rnnnpPvWS1btoy6ujqef/55Hn74Yfz9/Xn77beBlp6RL3wq9/3338s937T66aefCA0Nxd/fXx73xBNPUFRUJG9z4MCBrFq1iqeffhqAPn368OuvvwJQV1fHnj17rqqrM+EWousIKdwcrTWov3vzzTelyZMnS2ZmZlJZWVmbaUlJSVKPHj2ktLQ0ycnJSTpz5ow8rbS0VHJ1dZWOHj0qJSQkSOHh4VJISIgUHBwsPfDAA9K5c+farCsmJkZavXr1Zct4++23t3mKl5iYKA0ePFgKCQmR/P39pf/85z+X7SFIuPWIjJqCIOgtcYknCILeEgFKEAS9JQKUIAh6SwQoQRD0lghQgiDoLRGgBEHQW7rrMvT/Ez0LC4L+0ZeehXUeoI4dO0Z0dLSuiyEIQjvi4uLo37+/zrav8wDl7OwMtBwIkUpDEPRDYWEh0dHR8vmpKzoPUK2Xdb169cLNzU3HpREE4UK6vu0ibvoIgtAhM2fOxMvLCwMDA06ePNnuPJIk8fLLLxMUFERoaCh33HEHGRkZHd6WCFCCIHTI2LFjOXDgAJ6enpecZ+vWrfz5558kJSVx4sQJ/vGPf/Daa691eFs6v8QTBKFrue22265qvsbGRlQqFUZGRlRXV1/TLRwRoAShm2tsbKSxsbHNuAvz0V+LUaNG8ccff9CzZ0+srKxwdXVl3759HV6P3gSolJQU8vPziYiI4NSpUzQ0NGBlZUXv3r05ceIEAJ6enmi1WnJzcwEICwsjIyOD2tpaLCws8PX15dixYwC4ubmhUCjIzs4GIDQ0lKysLKqrq1EqlQQFBXH06FGgJYmbUqnk3LlzAAQHB5OXl0dlZSUmJiaEhYURFxcHQM+ePbG0tJSvpwMCAuSEbUZGRkRGRhIXF4ckSTg6OmJnZ0d6ejoAfn5+lJeXU1paiqGhIf379ychIQGNRoODgwNOTk6cOnUKgL59+1JdXU1xcTEAAwYMIDExkebmZuzs7HBxcSElJQUAb29v6uvrKSwsBCAqKoqTJ0+iUqmwsbHBw8OD5ORkoKX7KbVaTV5eHgARERGkpaVRX1+PpaUl3t7eHD9+HAAPDw8AcnJyAOjXrx9nz56ltrYWc3Nz/P39SUxMlI+3kZGRnAo4JCSEnJwcqqqqUCqVBAcHk5CQALQ8EDE3N+fs2bMABAUFUVBQQEVFBcbGxkRERHDkyBGg5SmvtbU1Z86ckY93SUkJ58+fR6FQEBUVRXx8PFqtFkdHR+zt7Tl9+jQAvr6+VFRUUFpaioGBAdHR0Rw9ehS1Wo29vT3Ozs7y8fbx8aG2tpaioiIAoqOjSUpKoqmpCVtbW9zc3OT7LX369EGlUlFQUABAZGQkKSkpqFQqrK2t8fLyavOb1Wg08vEODw8nPT2duro6LC0t8fHxISkpCQB3d3cMDQ3b/GYzMzOpqanBzMyMgIAA+Xi7urpiYmJCZmamfLxzc3OprKzE1NSU0NBQ4uPj5d+shYWFfLwDAwMpKiqivLwcY2Njtm7dyrx58y46J69HYmIiaWlp5OfnY21tzX/+8x+eeeYZ1q5d26H16DwfVF5eHu7u7uTm5oqneIKgA+3VoPLz8wkMDLzseenl5cX27dvbzXL6zDPP4OHhwezZs4GWCsjIkSPl4Hu19KYGJQjCjaHValGr1TQ3N9PU1ERzc7M81NfXU1FRQXl5ORUVFVRWVlJeXi7Xmq9Vnz592LlzJ88//zzGxsZs27btmtI1iwAlCF1IU1MTZWVlbYbS0tI2/1ZUVLQJRhqN5qrWbWFhgb29PXZ2dm26I/u7GTNmsGXLFoqKihg+fLh8y+Opp54iNjaW2NhYZsyYwalTpwgJCcHExIRevXqxfPnyDu+vuMQThJuovr6eoqIiCgsLKSoqoqamRn7adeG/f//c0NDA+fPnqa6ubrM+Y2NjevToQY8ePXB0dKRHjx7Y2dlhamqKsbExxsbGck2ptRbV3NyMk5MTgYGBNDQ08Ntvv6FSqeTak0ajYcmSJXpxXooalCB0EkmSqKioID8/v00QunC4MMAYGhpiaWmJUqlEqVRiamqKqamp/Nnc3Bx7e3t5XGvtRqlUolAoMDU1ZejQoRgYGLB8+XJyc3PJysoiISGB8vJyPvjgA8LDw1myZAlfffVVm7KOGjWKJ598kry8PM6cOYOdnR1OTk74+/vj4OCAvnRVIAKUIHSAJEmUl5eTm5tLTk4OeXl58ufc3Fzq6+vlec3NzenZsye9evUiJCSEESNG0LNnT3lcjx492r2UamhokNdrZ2dHeHg4Z86c4fnnn6e4uFgOHpaWlvzxxx8AnDp1ivr6ehwcHOjTp4/8lBLgoYce4vbbb8fS0lIezMzMgJanr+vXr7+oDK1PHXVNBChB+BtJkjh//rwcgFqDT+vQ0NAgz+vk5ISHhweBgYHcfffduLm54ebmJrf/MTAwaHcbKpWKc+fOkZ2dTWhoKE5OTmzYsIGVK1dSVlYmz3ffffcRHh6Oo6Mj9957rxzYHBwcsLe3l+dbvHjxJffH1dUVV1fX6z8wOiAClNBtnT9/nuzsbDnwXFgjag1CBgYGODs74+7uTnBwMPfeey8eHh64u7vj6uqKqanpJdev0WgoLCwkNzeXQYMGAfDOO+9w6NAhuX1b67h77rkHLy8vRo8ejbu7O25ubri7u2NrawuAra0tM2bMuHEHQ0+JACXc8iRJoqioiLS0tDbD+fPngZYg1LNnT9zd3QkJCeG+++7D3d1dDkImJiaXXLdKpSI/P5/m5mb8/f2pra1lzpw55OXlkZ+fj1qtBmD37t1yo1k7Ozs8PT3x8PDA09MTGxsboKWBbVRU1I0/IF2ICFDCLUWr1ZKfn39RMKqqqgLA3t6egIAAHnzwQfz8/Ojdu/dlg1BzczP5+fkUFhbSs2dP3NzciIuLY9myZeTn58tBLiQkhDVr1mBubo6RkRGDBg2SA5CHhwdWVlYATJgw4eYciFuECFBClyZJEufOnSMhIYGEhASOHj0qPylzdnbG39+fxx57jICAAPz9/enRo0eb5ZuamsjOzpafuN1///2Ym5vzySef8Ntvv1FWVibflJ4+fTpTpkzBwsICNzc3Bg4ciJubG66urvKjeENDQz766KObexBuYSJACV2KJEnk5OSQkJBAfHw8R48epaKiAiMjI0JCQnj00UcJDQ3F398fOzu7i5avq6vDwsICrVbLv/71L06ePElTUxMARkZGREVF0adPH/r27YtSqZSfuLU+fYOWdwffeuutm7rf3ZUIUILeKyoq4vDhw3ItqaysDIVCQVBQEKNHjyYqKorQ0FCUSmWb5TQaDRkZGZw4cYITJ05w/PhxVCoVO3fuxNDQkODgYO644w4CAwNxcXHBwcFBziA5cuRIXeyq8DciQAl6R6vVcvLkSfbv38/+/fvJyMjA0NAQf39/Ro4cSVRUFGFhYZibm7dZJicnh7S0NAwNDRk+fDhFRUU8+eSTKBQK/P39GTZsGCEhIUiShIGBATNnztThXgpXQwQoQS/U1NRw6NAhDhw4wF9//UVVVRW2trYMGTKEqVOnMnDgQPlGs1arld++T0xMZNmyZXLKGIAhQ4YwfPhwXFxcWLVqFf7+/pdtDiDoLxGgBJ2QJIns7Gz279/PgQMHOHbsGFqtFl9fX8aMGUNMTAzBwcEYGhpSUlLCX3/9RXJyMqdOnSI9PZ0JEyYwbdo0+RWQqVOn4u/vj7+/v/zY3sDAgH79+ul4T4XrIQKUcFNIkkR+fj5Hjx6Vn7aVlJRgYmJCdHQ0r7zyCjExMVhbW5OamkpiYiL29vbyqxjffPMN7u7uBAUFceeddzJgwACgJfnaggULdLx3wo0iApRwwxQUFLR5/F9cXIyhoSF+fn7cfffdREVFERkZiVKpZOXKlTz//PNkZGSg1WoxNzenT58+uLm5MW7cOCZOnCi3qha6jw4FqJkzZ7J161ays7NJTk5uNwHVnj17ePXVV6mpqcHQ0JAHHniAd95555LvJAm3Do1Gw+7duzl06BAJCQkUFhZiYGCAr68vw4cPJzIyEn9/f9LT0zl06BCLFi1ixYoVKJVKGhsb8ff35+GHHyYkJIQ+ffrIT9QcHBx0vGeCrnQoQI0dO5bZs2cTExNzyXns7OxYv369nLd5+PDhrF+/nieeeOK6CyvoJ61Wy2+//caXX35Jbm4uvr6+DBs2jKioKMLDw7G2tkaSJF566SVeeeUVmpub6dmzJ4MHD6a5uRmgW75nJlxZhwLU1XQ3Ex4eLn9WKpWEhYXJnREItxatVsuePXtYvnw5mZmZ3Hbbbbz//vu4ublx4MAB/vjjDxYvXsz333+Pqakpfn5+REVFMWjQIDw9PUWtWriiG3oPqqioiA0bNrBjx44rzltTU3NRtsDWBF6CfpEkif3797Ns2TLS09MZPHgw8+bNw8/Pj7feeovdu3ejUqnw9vbm9ttvp7GxEVNTU6ZNm6brogtdzA0LUNXV1YwaNYrZs2cTERFxxfkDAwMvGvfmm28yd+7cG1A64VpIksThw4f54osvSE1NJTIyknfeeYeioiL8/f0xNDTE0NCQKVOmyLmLBOF63JAAVVNTwz333ENsbCwvvPDCVS2Tmpp6UVItUXvSH0ePHuXzzz/n+PHjBAQE8Mgjj5CWlsbrr7+OpaUld955Jx4eHrz55pu6LqpwCzHs7BXW1tZyzz33cPfdd/PGG29c9XJWVlZYW1u3GUSA0r3ExET+9a9/MW3aNJqamvj0009pampiw4YNWFpa8t5777Fz5065k09B6EwdqkFdTXczn3zyCXFxcdTV1bF582YAHn74YebMmXNDdkDofJIkER8fz8qVK4mLi8PMzAwzMzPeffddPDw8sLS0pGfPnjg5Oem6qMItTnQ7JcgkSeLIkSN8+eWXHD58GIVCgVarxcrKirvuuotp06aJ/6NuQl/OS9GSXECSJA4ePCjf/A4JCWHIkCEUFxczZswYYmNjRStuQSdEgOrGWpsLLFq0iPj4eNRqNc8++yyvvfYa9fX1mJmZya25BUEXRIDqhiRJ4q+//mLBggUcOXIEgD59+jBhwgTGjBmDgYEBFhYWOi6lINyAp3iCfktLS+Nf//oXs2bNAiAiIoLvvvuOAwcOMGPGDDmtrSBcysyZM/Hy8sLAwICTJ09ecr7k5GSGDRtGQEAAfn5+bNq0qcPbEjWobqKoqIiFCxfy/fffY2lpyerVqxk8eDCAuIwTOuRq3smtr6/nwQcf5KuvviImJga1Wk1FRUWHtyUC1C2utraWzz//nM8//5zKyko8PT35z3/+w5AhQ8S7cMI1uZp3ctetW8egQYPkIGZkZISjo2OHtyUC1C2qubmZTZs2sXz5co4dO0aPHj149913mTx5cptc3oLQ2Ngop1BuVVNTc13rTE1NRalUcv/995OXl0doaCgfffRRh4OU3gSolJQU8vPziYiI4NSpUzQ0NGBlZUXv3r05ceIEAJ6enmi1WnJzcwEICwsjIyOD2tpaLCws8PX15dixYwC4ubmhUCjIzs4GIDQ0lKysLKqrq1EqlQQFBXH06FEAXFxcUCqVctaF4OBg8vLyqKysxMTEhLCwMOLi4gDo2bOn3EAVICAggOLiYsrLyzEyMiIyMpK4uDgkScLR0RE7OzvS09MB8PPzo7y8nNLSUgwNDenfvz8JCQloNBocHBxwcnLi1KlTAPTt25fq6mq5i+wBAwaQmJhIc3MzdnZ2uLi4kJKSAoC3tzf19fUUFhYiSRJVVVV8++23+Pv78+ijjzJ9+nRsbGywtrampqaGiooK8vLygJZ7UK35vC0tLfH29ub48eMAcuvwnJwcAPr168fZs2epra3F3Nwcf39/EhMT5eNtZGREVlYW0NKRZU5ODlVVVSiVSoKDg0lISACgV69emJubc/bsWaClG6eCggIqKiowNjYmIiJCvnnv7OyMtbU1Z86ckY93SUkJ58+fR6FQEBUVRXx8PFqtFkdHR+zt7Tl9+jQAvr6+VFRUUFpaioGBAdHR0Rw9ehS1Wo29vT3Ozs7y8fbx8aG2tpaioiIAoqOjSUpKoqmpCVtbW9zc3OT7La2phAoKCgCIjIwkJSUFlUqFtbU1Xl5ebX6zGo1GPt7h4eGkp6dTV1eHpaUlPj4+JCUlAeDu7o6hoWGb32xmZiY1NTWYmZkREBAgH+/WzkYzMzPl452bm0tlZSWmpqaEhoYSHx8v/2YtLCzk4x0YGEhRURHl5eUYGxuzdetW5s2bd4kz89o0Nzezc+dODh8+jIuLC6+//jozZszgxx9/7NiKJB3Lzc2VACk3N1fXRenyTp8+LY0ePVqys7OTnJycpG+++UbXRRK6AJVKJVVVVbUZUlNTr3heenp6SsnJye1O++CDD6Tx48fL31NSUiRPT88Ol01valDCtWtoaODzzz9nyZIlVFdX079/f5YsWYKvr6+ui9ZtLViwgL59+8rvMrq7u180z7JlyzA1NSUvL4+JEyfi4eHBt99+i1KpZO/evYwcOZL77rsPgKSkJIKDg2loaKCoqIi+fft2WlnbS2v099RHHfXII4+watUqqqursba25rfffru2Diw6HNI6mahBXZ8DBw5I999/vxQSEiL16dNH+uKLL6Tm5mZdF6vLaWxslGJjYztlXX/99Zc0ZcoUSZIkKTU1VRo9evRF8yQkJEjTpk2TJEmSqqurpUcffVQ6e/asFBwcLEmSJP38889SRESEPH+/fv0kOzs7KTY2ViouLu6Ucl7O5c7L6dOnS66urpJCoZCcnZ0lb29vSZIkaerUqdKWLVvk+b766ispMDBQCg0Nle69995rOsdFDaqLKisr4/3332fz5s2MGDGCL774AhMTE/EC7zU6dOhQp9U49+7dK/c6ExAQwJEjR+TOQlvt3r1bvsdnZWXF8ePH6d27N3/88QfQ0obo/vvvl+efNWsWkyZN6pTyXa+lS5eydOnSi8avXLmyzfcJEyYwYcKE69qWCFBdjFarZdOmTbz//vvk5uZia2vLzJkzu+xLvCqVSr6xfqN4eXld1C36hXbt2sUHH3xAWFgY+/fvZ+jQode1vaKiIry8vOTvBgYG1NTUYG1tLY+ztLSkpKRE/l5cXEx1dTVWVlZ8//33nD17li+++EKenpqayo4dO0hKSmL06NEEBATI03bu3MnkyZNZtWoVWq2Wn3/+mRUrVnDw4EH5N7Jnzx4WLlx4XfulCyJAdSEZGRm8/fbb/PHHH2i1WmJiYnjvvfe69L2mrKwsxo0bd0O30fpE81KGDx/OggULmDNnTpsg8nfnzp1j69at7U4zMTFh+vTpQEvvNgqFQp6m0Wguagw7ZswYXn/9dQBOnDhBY2MjCoUCExMTHnvsMSRJ4tFHH2XLli1Ayz0tQ0NDYmJiGDFiBIcPH5bXdffdd+Pr64uNjQ2DBw/mu+++o7CwkJ9//pmgoCC5v8GuSASoLkClUrFy5Uq++eYbDA0NsbKy4plnnmHq1KkYGxvrunjXxcvLi2+//faGb+NyWtsBtZ7E+/btY9myZQQFBTFixAiio6OBluYFra8IXY6rqyu1tbVAy3uPkiRhaWnZZh5nZ2eeffZZtm7dSs+ePQkICMDS0lK+FIyMjOSJJ56Qe1X+888/WbRoERYWFnIzkL9zcXEBWoJlU1MTs2fPZu7cuSxcuJAnnnhCfnOgKxEBSs8dOXKEt956i6ysLJ5//nnGjRtHfn4+3t7eui5ap1AqlZet3dwM8fHxREVFUVNTQ3JyMpGRkTg5Ock1nFZnz55l27Zt7a7jwhrU8OHDWbt2LU899RTHjx8nKipKni8jIwMfHx8yMjJYunQpy5cvJy4ujscff5wVK1awc+dONm7cSFFREb169cLe3h4rKysee+wxefkhQ4Zc1X6tX7+epUuXotVqeeihh67l0OicCFB6qrKyko8++oj169ejUqlwdXXl4YcfRqlU3jLBSV84OzujVqvZtm0bjz/+OOfOnWv3Mb63t/dV1aAGDBjA5s2bWbduHUlJSXz88cdAy/3DESNGkJiYSK9evfD09OSbb74hLy+PV155heLiYoyMjFi/fj27du3i119/xcjIiOHDh/Pll19y8uRJMjMzWbduXZvt7d69m/T0dJYvX87YsWNJSEhg2bJlGBgYyA0j77333us/UDogMmrqGUmS+PXXX5k3bx7Z2dlYWlry6KOPMnPmTJydnXVdvG5h48aN+Pj4XFu7nVuEvpyXogalR/Lz85k/fz6HDx/G3NycYcOG8dprrxEaGqrronUrY8aM0XURhP9PBCg9oNFoWLNmDe+99x4ODg588sknREREYGpqKlKhCN2aCFA6lpKSwvTp00lKSsLOzo5///vfV30TVBBudSJA6UhDQwMfffQRixcvltu8zJs3T/TGKwgXEAHqJpMkiS1btrBy5UrOnz/P0KFDmTNnTptH0YIgtBAB6iY6efIk//znPzl+/DijR49m2bJl4smlIFyGuAN7E1RVVTFx4kQGDx5MWloazzzzDCtXrhTBSRCuQNSgbiBJkti7dy/PPfccmZmZjBgxgqVLl4r7TIJwlTpUg7ra7mZWrVpF37598fb2Ztq0aajV6usuaFfz22+/ERsby+zZs7ntttv43//+x6ZNm0RwEoQO6FCAGjt2LAcOHMDT0/OS82RmZvLGG29w4MABMjIyKCoqYtWqVddd0K4iJyeHESNGMHbsWJKTk/n4449ZunRpl3xRUxB0rUMB6rbbbrvifZMNGzYwevRonJ2dMTAw4F//+hfr16+/rkJ2BRqNhnnz5hEeHk5cXBwTJ04kLS3tqrroEW5Ny5cv588//7zk9AULFrBx40bmzJkjdwRy7tw55syZw/r16/nhhx/keT///HO+/PJLxo0bJ3fs0B10+k3ynJycNjUsLy8vuVeQy6mpqaG6urrN8PeucPRVQUEBzz//PJ999hm+vr4cOXKEpUuXXjZJmqBfmpqaeOCBBzplXY2NjXz22WesWLECrVbb7jwHDx7kzJkzjBkzhnHjxvHcc88hSRJTp05l9uzZckYEgB07dhATE8PTTz/NmDFjePrppzulnF3BDXmKd2Fq06t9FzkwMBAbG5s2w/z5829E8TpNfX09kyZN4t577yUjI4N169Zx8OBB/Pz8dF00oYM6M+WvqakpzzzzDCEhIZecp720wH/88QfW1tbY2Njg6OjI5s2bAThz5gzLly8HWrrSau2Wqjvo9Kd4Hh4ebVK4Zmdny7mXLyc1NRVXV9c24/7e04Q+Wb9+PS+//DKVlZWMGTOGL774QnSIeY3KysooKytrM87a2hoXFxeamprk/gov1JpDKjs7m4aGhjbTXFxcsLa2pqKiAo1GQ48ePS67/c5O+Xs12ksLvH//ftRqNVu2bKGgoICQkBBiYmKYPn26nADv4MGDjBgxos26RMrfDhgzZgwxMTH897//xcnJiWXLlsnJti7HysqqS6Qlzc/PZ8KECRw+fJhevXqxZcsW/vGPf+i6WF3apk2bWLFiRZtx9957L2+//TbFxcXtpgRu7QR07ty5JCcnt5n21ltvMXLkSH7//XcqKyuZNm3aZbff2Sl/r0Z7aYElSaK2tpYHHngAjUZDZGQkSUlJGBsbY2dnR3V1Nb/88gvffPNNm3WJlL//34wZM9iyZQtFRUUMHz5c7mH3qaeeIjY2ltjYWPr06cO8efMYMmQIWq2WO++8k6lTp96o8t80kiSxY8cOPvzwQ/kF3/nz52NkJJqSXa+HHnrooocJrSeUs7PzZVMCz507t90aFMBdd92FRqO54vY7O+Xv1WgvLbCvr6/cY7VCoeD8+fNyv3JarZYFCxawcuVKrKys2l1nt0/5e7XdzTz99NO31I28uLg4eX9GjRrFjz/+2OE+5oVL69GjxyUvw0xMTC6bEvhyTV7s7OyuavudnfL3clpT/raXFnj48OGsXr0aaKlROTo6ykFz5cqVzJw5kx49erBx48arylklUv7e4goLC3nxxRfZvn075ubmfPjhhze8BxLh5uvslL+SJPHFF18QFxeHVquVryQuTPnbXlpgR0dHHn/8cT799FNqa2v56quvANi8eTMvvPACr732GgD33XdfmwAlUv7eQPqSWvRCxcXFLFq0iNWrV6NSqbj77rtZsWLFVf9FFro2kfJXf85L8bLwBYqKipg/fz4PPPAAf/75J3369OHXX3/lp59+EsGpGxkzZky3Dk5XcrWvvEFLl2mBgYHXnE5IXOLREpjWrFnD+vXrqaqq4o033uCJJ57AzMysTZsuQRBaXnmbPXs2MTExV5x3zpw5DBo06JJ9+V1Jtw5QhYWFrFmzhp9//pnKykrUajWDBg3i/vvvF22aBOESrvb1rf3793PmzBleeOEFEaCuVmNjI/Hx8ezZs4cdO3ag1Wppbm7G3t6e6dOn8+STT7ZpnyIIt7rWZhYXqqmpua511tXVMWvWLLZu3cqZM2eueT16E6BSUlLIz88nIiKCU6dO0dDQgJWVFb179+bEiRNAyyNlrVYrv1gZFhZGRkYGtbW1WFhY4Ovry7FjxwBwc3NDoVCQnZ1NY2MjZWVl5ObmolKpOH36NDk5Obz00ksUFxdz6NAhXnrpJRobG0lISCA4OJi8vDwqKysxMTEhLCyMuLg4AHr27Cm3/4KW1xSKi4spLy/HyMiIyMhI4uLikCQJR0dH7OzsSE9PB8DPz4/y8nJKS0sxNDSkf//+JCQkoNFocHBwwMnJiVOnTgHQt29fqqurKS4uBlo6g0xMTKS5uRk7OztcXFxISUkBWp4u1dfXU1hYCEBUVBQnT55EpVJhY2ODh4eH3JjRy8sLtVpNXl4eABEREaSlpVFfX4+lpSXe3t7yX7vWNwBa36Xs168fZ8+epba2FnNzc/z9/UlMTJSPt5GRkfwWQUhICDk5OVRVVaFUKgkODpYbV/bq1Qtzc3POnj0LQFBQEAUFBVRUVGBsbExERARHjhwBWp6wWVtbyz/ygIAASkpKOH/+PAqFgqioKOLj49FqtTg6OmJvb8/p06eBltdCKioqKC0txcDAgOjoaI4ePYparcbe3h5nZ2f5ePv4+FBbWyu/iBsdHU1SUhJNTU3Y2tri5uYm32/p06cPKpWKgoICACIjI0lJSUGlUmFtbY2Xl1eb36xGo5GPd3h4OOnp6dTV1WFpaYmPjw9JSUkAuLu7Y2hoKL/KEhoaSmZmJjU1NZiZmREQECAfb1dXV0xMTMjMzJSPd25uLpWVlZiamhIaGkp8fLz8m7WwsJCPd2BgIEVFRZSXl2NsbMzWrVuZN2/epU/Oa/Dyyy8zY8YMXF1drytA3ZJP8bRaLadOnWL//v38+eefpKSkUFdXh5mZGU1NTZiamjJ69Gj5P0WSJHGvSei22qtB5efnExgYeNnz0svLi+3btxMcHHzRtNDQUKqrq4GWG+UVFRX4+PjIf1Svlt7UoK6VWq2muLiYgoICCgsLSUpKYt++feTn52Nra8tdd92Fn58f27ZtIzIyksGDBzNo0CB8fHzkdYjgJHRnpqamF7332hpcrlVrDRLgjz/+4KWXXpJr0B2hNwGqsbGR+vp6uWHbhUN9fT1FRUUUFhaSl5dHZmYmmZmZ5OXl0dzcjKGhIRUVFVRVVWFsbIyxsTGWlpY8/vjjPPfcczQ0NPDyyy9jbm5OY2Mj8+fP59VXX9Xrl5Gvl9jPW4s+7efVvPLWWfTmEq81NUVZWZn8bpIkSRgaGspZDrKyslCr1XIQMjY2ZsaMGQwbNoyUlBQyMzNxdXWlZ8+ehIWF4eHhcVHtqLq6GhsbG6qqqrrsC5RXQ+znreVm76e+NNTUmxrU7NmzUavVfP/99xgZGckByMrKin//+9/07NmTvXv3YmpqirOzMz179sTZ2RkbGxv5BqggCLcWvQlQw4YNw83NjUmTJl1ynvHjx9+8AgmCoHPiVRdBEPSWzmtQrTmbW9vw3GitDdDy8/Ov+0mFPhP7eWu52fvZej5eKqf6zaLzm+Tx8fHi/pEg6Km4uDj69++vs+3rPECp1WqOHTuGs7MzhobiilMQ9IFWq6W4uJjw8HCdZo3VeYASBEG4FFFlEQRBb4kAJQiC3hIBShAEvSUClCAIeksEKEEQ9JYIUIIg6C0RoARB0FsiQAmCoLdEgBIEQW+JANWNhIWFERYWRmBgIEZGRvL3Rx99lKysLHlcSEgI/v7+PP3003Kyf4BJkybh5uZGWFgYAQEB/POf/6S5uRmAM2fOMHjwYHx9fYmOjiY1NVVeTpIk5s6di6+vL8HBwQwbNkyeVl9fz+OPP46Pjw++vr5s2rTponKfPn0ac3NzXnrppRt3cAT9JAndTmZmpuTg4HDZcY2NjdLcuXMld3d3qbKyUpIkSZo4caK0ZMkSSZIkqaGhQRo4cKD06aefSpIkSXfccYe0Zs0aSZIk6aeffpIGDhwor2vx4sXSQw89JDU2NkqSJEkFBQXytHnz5kkTJ06UJEmSzp07Jzk7O0vl5eXydLVaLd1+++3S448/Lr344ouddASErkLUoIR2mZiY8Oabb+Lm5sa333570XSlUsnQoUM5ffo0JSUlJCYmMm7cOKCl6/DMzEy5C6oPPviA999/HxMTE6Cl26lWP/zwAzNmzACgd+/e3HbbbWzZskWevmDBAu6//358fX1v1K4KekwEKOGy+vfv325XQRUVFezcuZPIyEhyc3NxcXGR33o3MDDAw8ODnJwcqqurKS0tZfPmzQwcOJCBAwfyww8/yOvJycnB09NT/u7l5SX3w3fixAl27tzJ888/f4P3UtBXOk9YJ+g36W/JLhYsWMCqVaswMDBgzJgxTJo0icTExIs6p2hdrrm5maamJhoaGjh8+DA5OTkMGjSIoKAguT+1C5e9cLmnn36aNWvWiJ6euzERoITLio+Pb5ML/j//+Q/PPPNMm3nc3d3Jy8tDrVZjZGSEJEnk5ubi4eGBg4MDlpaW8uWfh4cHQ4YMkXtw9vDwICsrC0dHRwCys7MZOXIkhYWFnD17lpEjRwJQWVmJJElUVFSwatWqm7T3gq6JSzyhXU1NTcybN4+8vDyefPLJy87r5OREeHi4fK9q48aNeHl54eXlBcDjjz/Ob7/9BrRcGsbFxREaGgrAww8/zNKlSwHIzMxk3759xMbG4uHhQVlZGVlZWWRlZTFr1iyefvppEZy6GVGDEmSVlZWEhYWhVqtpbm5m6NChHDx4EBsbmysuu3z5ciZNmsR7772HtbU1X331lTztvffeY/LkyXz++ecAvPrqq0RERADw8ssvM2XKFHx8fDA0NGTp0qXY29vfmB0UuhyRUVMQBL0lLvEEQdBbIkAJgqC3RIASBEFviQAlCILeEgFKEAS9JQKUIAh6S+ftoETPwoKgf/SlZ2GdB6hjx44RHR2t62IIgtCOuLg4+vfvr7Pt6zxAOTs7Ay0H4sI0HIIg6E5hYSHR0dHy+akrOg9QrZd1vXr1ws3NTcelEQThQrq+7dKhrc+cORMvLy8MDAw4efJku/NotVpeeuklgoOD8ff3Z+rUqTQ1NXVKYQVB6F46VIMaO3Yss2fPJiYm5pLzrFq1ihMnTpCYmIixsTFPPfUUn3zyCS+//PJ1F1YQblVqtZqGhgZ50Gg0QNt8XK2fLzVOq9XK31s///3735e7lMLCwk7Yq+vXoQB12223XXGe48ePM3z4cDm968iRI5k3b54IUEK309TUREZGBqdPnyYtLY3CwkIaGhqor6+noaEBlUolByS1Wq3r4rahL1c9nX4Pqn///qxYsYJ///vfmJqa8v3338u5qS+npqaG6urqNuNMTU0xNTXt7CIKQqerq6vj9OnTcjA6ffo0mZmZaDQaDA0N6d27Nx4eHtja2mJmZoa5uTlmZmYolUrMzMzaDEqlEmNj4zbr/3vG0gu/GxgYdGi41DpbVVVVkZSUxIQJEzrxCF2bTg9QEyZMIDs7m9tuuw0LCwuGDx/Onj17rrhcYGDgRePefPNN5s6d29lFFITrIkkS586dIyEhgaSkJNLS0sjNzQVaOpvw8fEhNDSURx55BD8/P3x8fPTuD60kSZSVlVFdXY23tzc1NTU8++yzZGdnU1NTc+vWoAwMDPjvf//Lf//7XwC+//77doPP36WmpuLq6tpmnL79pwrdkyRJ5OTkkJCQIA8VFRUYGxsTFBTE0KFD8fPzw9/fHy8vL73Loa7VajE0NOTcuXP89NNPnD17loyMDKqrq/Hz8+O7777D0tKSvn37ctttt+Hl5YWJiQlDhw7VddE7P0CpVCpUKhW2traUlZWxYMEC3n777SsuZ2VlhbW1dWcXRxA6TJIkCgoK2gSk0tJSFAoFQUFBjB49mqioKEJDQ1EqlbouLlqtFmhpEnDs2DESExPJz8+noKCA3NxcYmNj+ec//0ltbS0JCQn4+PgQHR2Nj48PPj4+QEvFYs6cOfI6L+ywVZc6FKBmzJjBli1bKCoqYvjw4VhaWpKRkcFTTz1FbGwssbGxVFVVcfvtt6NQKNBoNMyaNYtRo0bdqPILQqeRJIl9+/bx6aefkpOTg6GhIf7+/tx7771ERUURFhaGubm5TsrWWgsCWL9+PVlZWRQUFJCfn09RURHLli0jNDSU/fv3s3XrVlxcXHBxcSE4OFhuCR4aGspPP/103WWZOXMmW7duJTs7m+TkZLl3ngtJksTs2bPZsWMHCoUCBwcHvvzySzkgXi2dp/zNy8vD3d2d3Nxc0VBT0Jn8/HwWLlzIX3/9xeDBgxk7dizh4eFYWVnd9LLU1dVx4MABufPTzMxMqqqq+PXXXzEwMGDKlCmoVCp69eqFq6srLi4u3HnnnTg5ObUJZNfjcufln3/+SZ8+fYiJiWH79u3tBqgtW7bw3nvvceDAAYyNjXnnnXc4ceIEP/74Y4fKofOW5IKgS01NTXz99desXr0aOzs7PvjgA4YNG9bmCVdTUxNlZWXyYGdnR3h4OFVVVezYsQOtVotGo0Gr1WJgYMDEiRMB+PHHHykuLqa5uRm1Wo1arWb06NEEBATw559/sm3bNnl8U1MTQUFBzJw5k5qaGubMmYODgwO9e/cmPDyc3r17o9VqUSgUrF69+pL7czNafl9NcyOAxsZGVCoVRkZGVFdXX1MFRAQoods6fPgw77//Pnl5eQwcOJDIyEiSk5PZu3cvEyZMwMfHhxUrVrBixYo2y8XGxhIeHk5FRQVLly7F0NAQhUKBoaEhpqamcoA6ePAgmZmZGBsbY2RkhLGxMf/4xz+AloaZjY2NGBkZYWZmhpWVlfzem5OTE3v27Llp92QbGxtpbGxsM66mpua61jlq1Cj++OMPevbsiZWVFa6uruzbt6/D69GbS7zffvsNW1tbIiIiOHXqFA0NDVhZWdG7d29OnDgBgKenJ1qtVn6kGxYWRkZGBrW1tVhYWODr68uxY8cAcHNzQ6FQkJ2dDbRcf2dlZVFdXY1SqSQoKIijR48C4OLiglKp5Ny5cwAEBweTl5dHZWUlJiYmhIWFERcXB0DPnj3le28AAQEBFBcXU15ejpGREZGRkcTFxSFJEo6OjtjZ2ZGeng6An58f5eXllJaWYmhoSP/+/UlISECj0eDg4ICTkxOnTp0CoG/fvlRXV1NcXAzAgAEDSExMpLm5GTs7O1xcXOQuyb29vamvr5db/0ZFRXHy5ElUKhU2NjZ4eHiQnJwMtHQtrlar5ZugERERpKWlUV9fj6WlJd7e3hw/fhxo6WQTkLsi79evH2fPnqW2thZzc3P8/f1JTEyUj7eRkZHc5i0kJIScnByqqqpQKpUEBweTkJAAtLx3aW5uztmzZwEICgqioKBAfjIWERHBkSNHgJaXya2trTlz5ox8vEtKSjh//jwKhYKoqCji4+PRarU4Ojpib2/P6dOnAfD19aWiooLS0lIMDAyIjo7m6NGj1NXVcezYMX799VceeughfvjhB86fP4+RkREWFhbY2Njw9ttvo9VqOX36NJWVlfj5+XH+/HlsbW0JCQmhqamJgoICACIjI0lJSUGlUmFtbY2Xl1eb36xGo5GPd3h4OOnp6dTV1WFpaYmPjw9JSUlASweohoaGbX6zmZmZ1NTUYGZmRkBAgHy8XV1dMTExITMzUz7eubm5VFZWYmpqSmhoKPHx8fJv1sLCQj7egYGBFBUVUV5ejrGxMVu3bmXevHntnp+Xu/Xi5eV1yUu8hIQE3njjDdavX4+1tTX/+c9/KCkpYe3ate2u65IkHcvNzZUAKTc3V9dFEW5xzc3N0sqVK6WAgADJxcVF+uabbyStVivFxcVJOTk5klar1XURdUKlUklVVVVthtTU1Cuel56enlJycnK702bMmCG9//778veTJ09KHh4eHS6byBAn3NIkSaK4uJivvvqK8PBwZs2aRU1NDbGxsQwaNAgDAwP69++Pu7v7JVtW3+pMTU2xtrZuM1zvw4E+ffqwe/dumpubAdi2bVu7Na0rEfeghFuGRqMhKytLfuUkJSVFvgVQUFCAoaEhL730EtOmTRO5x67D1TQ3mjFjBqdOnSIkJAQTExN69erF8uXLO7wtvbkHJZoZdG9arVZ+otX6VKu5uZnm5uY2n//+/fz586Snp5Oenk5aWhpVVVXU19cDyE/NHnvsMVxcXPDy8tJp+tquRF/OS/G/JdxQTU1N/Pbbb/z8889UVlbKj9xbA0zr59bW0B3R3NxMY2MjISEhhISEUFVVRW1tLQEBAfTv35+wsDBuv/12nJycbsCeCTeDCFDCDVFaWspPP/3Epk2bqKqqYsiQIYSFhbV55N7ev62DiYkJJiYm8mdjY2OMjY05fvw4+/fvJyUlhdLSUiwsLJg9ezb9+/cnOzsbY2NjevXq1W3vJ91qRIASOlVKSgrr1q1j165dmJqaEhsby6OPPoq7u/t1r1uSJObPn09dXR1333034eHhhIWFYWdnB7Q80hduLSJACddNrVazZ88e1q9fT3JyMq6urjz33HPExsZiaWl5XetWqVSsXbuWqKgooqKiWLRoERYWFqKG1E2IACVcs+rqajZu3MhPP/1ESUkJ/fv35+OPPyYmJua6X7mQJIm9e/fy8ccfc/78eXr06EFUVNR1BzyhaxEBSrgm5eXlTJ48mdLSUkaOHMljjz3W4TfVL6W0tJR58+Zx+PBhhgwZwhdffNEpl4hC1yMClNBhjY2NvPDCC6hUKjZs2ICLi0unrLf1TXwLCwsaGxtZtGiRXiRNE3RHtCQXOkSr1fLGG2+QkZHBokWLrjs4abVaqqur2blzJ2PHjqW4uBhzc3O+/PJLEZwEUYMSOmbJkiXs3buXjz766IqpnOvr69m3bx+VlZVUVFRQWVlJVVUVCxYswMDAgGeffZYjR47IbaDuvPNOcfNbaEMEKOGqbdy4kW+++YaXXnrpkjmBcnJyyMrK4rbbbkOlUvHGG29gYmKCnZ0ddnZ22Nra0tTUhKmpKaNGjeKOO+7A1tYWV1dX/Pz8bvIeCfpOBCjhqvz111+8//77PPbYYzz22GNtptXX1/P777+zdetWjh8/jqurKzExMdja2rJ//37MzMzaXeeIESNuRtGFLqzTuz6XJImXX36ZoKAgQkNDueOOO+TcSULXlJ6ezquvvkpMTAwvvPBCm2nl5eXcfffdvPPOO5iZmfHee+/x008/YWhoiKGh4SWDkyBcjQ4FqLFjx3LgwIHLttjdunUrf/75J0lJSZw4cYJ//OMfvPbaa9ddUEE3SkpKeO655/D09OTdd9+lpKSE1atX89xzzyFJEvb29rzwwgts27aNzz77jBEjRsi9SgvC9er0rs+hc3IRC7pXX1/PrFmzgJZMlpMmTeLs2bOYmpoyfPhwGhoaMDc3Z/To0botqHDL6vR7UNeai1h0fa4/CgoK+Ouvv1iyZAkGBgasXr2aN998k8DAQJ566ikGDx6MhYWFrospdAOdHqASExNJS0sjPz9fzkX8zDPPXDEXsej6XLeqq6tZuXIlBw8eJCsri6KiIpqamvj555/x9vbm22+/1XURhW6o0wPU2rVr5UfHABMnTmTkyJFXXE50fa4bZWVl9OjRA6VSyYEDB4iIiMDHx4edO3cyb948Bg8erOsiCt1Yp7ckv9ZcxK1dn184iAB149TV1fH+++8TGxtLbm4uxsbGLFiwAAsLC3bt2sXTTz9NbGysrospdHOd3vV5Z+UiFm6cv/76i/fee4/q6mrGjRvHzp07+d///se5c+ewsbFhypQp/Pvf/9Z1MQVB5CTvbtavX8/777+Ps7Mztra2nD17FjMzM4YNG8Y999zDgAEDRN5uQW/OS/FL7AYkSSInJ4fk5GR+//136uvrqaioIDAwkKlTpzJ06FDRoFLQSyJA3eJyc3OZPHkyR48epXfv3kRFRbFgwQL+8Y9/YGNjo+viCcJliQB1i9Jqtbz77rssXrwYjUbDhAkTmDNnDs7OzroumiBcNRGgbkEFBQWMGzeOI0eOEBwczJo1a66YGkUQ9JFIWHcLaWpq4ssvv2Ts2LFoNBpeffVVDh8+LIKT0GWJAHWLOHDgAA8//DCLFy/mkUce4bfffuP1118XCeB0ZMGCBWzcuJE5c+aQm5t70fTMzEz++9//Ultb2+7yM2fOJCcnR/7++eef8+WXXzJu3DiKiopuWLn1jQhQXVxBQQEvvPACs2bNQpIkjIyMcHFxEU/lOqipqYkHHnigU9Z18OBBzpw5w5gxYxg3bhzPPffcRfNkZWWxcOFC3Nzc8PT0xMXFhSNHjgAtr4vt2LFDzjS6Y8cOYmJiePrppxkzZgxPP/10p5SzKxABqovSarWsWbOGsWPHkpaWxqRJkygtLWXUqFGMHTtW18Xrcg4dOoSvr2+nrGvv3r0MGDAAaMkCceTIEf7e3LCsrIzKykoqKys5ceIE8+fPZ8CAATQ2NpKTk9Om7dGZM2fkxs6+vr5kZ2d3Sjm7AnGTvAvSaDS8/fbbbN++nfHjxxMTE8Pzzz9P//79efPNN6+7T7qbSaVSkZWVdUO34eXlhVKpvOT0Xbt28cEHHxAWFsb+/fuvu7OGoqIivLy85O8GBgbU1NRgbW0tj3v44Yflz8uXL+fFF18EYMuWLYwePZrFixfL06dPny5fCh48ePCiTKQ7d+5k8uTJrFq1Cq1Wy88//8yKFSs4ePAgubm52NrasmfPHhYuXHhd+6ULIkB1MU1NTbz66qscOHCAd955h3vuuYfVq1fj7e3N+++/j7Gxsa6L2CFZWVmMGzfuhm7j22+/xd/f/5LThw8fzoIFC5gzZ06bIPJ3586dY+vWre1OMzExYfr06UDLHxCFQiFP02g0l/yjsX37dnx9fVEoFJw8eZK+ffte9H9obGyMnZ0d1dXV/PLLL3zzzTdtpt999934+vpiY2PD4MGD+e677ygsLOTnn38mKCiImJiYy+6XPhMBqgupq6vjhRdeIDk5mY8++oiBAwcCMGXKFMaNG9clM1l6eXnd8FQuF9Zm2tPY2EhjY6N8Eu/bt49ly5YRFBTEiBEjiI6OBlpehG9N4Hc5rq6uco1HkiQkSbpkj8iLFi2SA87Ro0eRJInjx49TVFTEhg0bmDhxIo6Ojmi1WhYsWMDKlSuxsrJqd12tXYCZmJjQ1NTE7NmzmTt3LgsXLuSJJ57okpkpRIDqIioqKpg5cya5ubl8/vnn9O7dm/HjxzN58uQunWZXqVRetnZzM8THxxMVFUVNTQ3JyclERkbi5OTE66+/3ma+s2fPsm3btnbXcWENavjw4axdu5annnqK48ePExUVJc+XkZEh98Dc2NjIn3/+SY8ePYCW1ESt1q5dy9ixY3F0dARg5cqVzJw5kx49erBx40bGjBlzxf1av349S5cuRavV8tBDD3XgiOgPEaC6gKKiIvk+xIoVK3B3d2f69OmUlpaKrpo6gbOzM2q1mm3btvH4449z7tw5+vbte9F83t7eV1WDGjBgAJs3b2bdunUkJSXx8ccfAy0PNkaMGEFiYiK2trbU19fj4uJy0R+Xb7/9ltOnT/PJJ58wZ84c9u/fzwsvvCDn9r/vvvvaBKjdu3eTnp7O8uXLGTt2LAkJCSxbtgwDAwN+/PFHAO69995rPTw6JbIZ6LnMzExmzJiBkZERS5cupWfPnrzwwgscP36cZcuWiUaYN8DGjRvx8fGhX79+ui6KzujLeSlqUHosNTWVZ599lh49erBkyRKcnJz49NNPSUhI4JNPPhHB6Qa5mssn4eboOs+juxGVSsW6det46KGHOH/+PA0NDXz//fcAjBs3jo8//li+cSsItzIRoPRATk4OmzZtkhvgzZkzh2nTplFZWUlwcDAxMTH0798fAHt7ewYNGqTL4grCTSMu8XREkiTi4+P59ttvOXjwIIaGhjz77LM0Njaye/dunnjiCRYvXoy5ubmuiyoIOtPpXZ9//fXXhIWFyUOPHj267CPOG2n58uVMnz6d3Nxcbr/9dnx9ffnkk09YvXo1EyZMYNmyZSI4Cd1eh2pQY8eOZfbs2cTExFxyngkTJjBhwgT5e0hICE8++eS1l/AWUVVVxcaNG3F1dSUkJISGhgacnJzIycmhuLiYwYMHM27cOIYOHSo6xRSE/++GdH3eKi4ujuLi4m7dfVFOTg7r1q1j48aNVFZW0qNHD5qbmzExMSEmJoZZs2YRExMjakuC0I4beg9q1apVjB8//qreD7sVuz4/duwYEydOpKqqCgMDA5ydnRk6dCjDhw8XQUkQrsINC1D19fX88MMPHDx48Krmv5W6Pm9sbKSyspItW7agUqno168f//rXvxg2bJgISoLQATcsQG3YsIGAgICrbkx4q3R9fvbsWR588EE0Gg2urq688847jB49ustlGRAEfXDDAtTq1auZOnXqVc/f2vV5V9XU1MSaNWt44403UKvVvPrqq0yfPl3c8O7Gli9fTkBAwGXv3f59nnPnzrFq1SqCg4MxNDTk0UcfBVpSCPft25fExET+9a9/4e7uflP2QeekDpg+fbrk6uoqKRQKydnZWfL29pYkSZKmTp0qbdmyRZ4vIyNDsrS0lKqrq6+4ztzcXAmQcnNzO1IUvaHRaKTt27dL99xzj+Tg4CD5+PhISUlJui6W0EGNjY1SbGxsp6xLpVJJS5YskSIiIqS9e/de9TxarVYaNmyYVFlZKZWUlEj33HOPJEmS9Ndff0lTpkyRJEmSUlNTpdGjR3dKOS9HX87LDtWgli5dytKlSy8av3Llyjbfvb29qampuZ64qfckSeLQoUMsWbKEM2fOYGFhgY+PD2vXrtV5+hCh4zoz5a+pqSnPPPMMCQkJHZrnjz/+wNraWu5QdfPmzcClUwh3hw4xREvya5Cbm8uHH37IX3/9RXh4OGvWrMHDw4O8vDwRnK5BWVkZZWVlbcZZW1vj4uJCU1MT586du2iZ1uOcnZ1NQ0NDm2kuLi5YW1tTUVGBRqOR8y1dSmen/L1WR48eRa1Ws2XLFgoKCggJCSEmJuaKKYRvdsrfmTNnsnXrVrKzs0lOTiY4OLjd+ZKTk3n22WcpLi5Gq9Uyf/78DjfaFgGqA1QqFWvWrOHrr7/GwcGB999/n4yMDBwdHbGxsRFdiV+jTZs2sWLFijbj7r33Xt5++22Ki4vbTQncWvOYO3cuycnJbaa99dZbjBw5kt9//53KykqmTZt22e13dsrfa6XRaKitreWBBx5Ao9EQGRlJUlLSFVMI3+yUv1fTYLu+vp4HH3yQr776ipiYGNRqNRUVFR3elghQV0GSJPbt28dHH31EWVkZ48ePZ8qUKaxYsYKvv/6a3r1707NnT10Xs8t66KGHLrqR3HpCOTs7XzYl8Ny5c9utQQHcddddaDSaK26/s1P+XisPDw88PDwAUCgUnD9/nurq6qtOIXyzUv5eTYPtdevWMWjQIDmIGRkZydlBO0IEqCvIycnhww8/5ODBgwwePJilS5fi4eHB119/zddff82LL754US8bQsf06NHjkpdhJiYml71s9vT0vOQ0Ozu7q9p+Z6f8vZwLU/7+3fDhw1m9ejXQUktydHTE2tr6simEL+dqU/62BugLXe895NTUVJRKJffffz95eXmEhoby0UcfdThI6U2ASklJIT8/n4iICE6dOkVDQwNWVlb07t2bEydOAC0/Rq1WK/fUGhYWRkZGBrW1tVhYWODr68uxY8cAcHNzQ6FQyClMQkNDycrKorq6GqVSSVBQEEePHgVa/vIolUr5XkdwcDBZWVkkJyeTnp5OdnY2b731Fvb29kiSxDfffMP8+fOJjY3lvvvu48yZM5SXl2NkZERkZCRxcXFIkoSjoyN2dnakp6cD4OfnR3l5OaWlpRgaGtK/f38SEhLQaDQ4ODjg5OTEqVOnAOjbty/V1dUUFxcDLWlkExMTaW5uxs7ODhcXF1JSUoCWhxL19fUUFhYCEBUVxcmTJ1GpVNjY2ODh4SFfBnl5eaFWq8nLywMgIiKCtLQ06uvrsbS0xNvbm+PHjwPIf81be7jt168fZ8+epba2FnNzc/z9/UlMTJSPt5GRkdyFVEhICDk5OVRVVaFUKgkODpYvy3r16oW5uTlnz54FICgoiIKCAioqKjA2NiYiIkLuxNLZ2Rlra2vOnDkDtNwkLikp4fz58ygUCqKiooiPj0er1eLo6Ii9vT2nT58GWvqQq6iooLS0FAMDA6Kjo+X7PPb29jg7O3Pq1CkaGxuxsLDg119/xcPDg7i4OPr27cuxY8doamrC1tYWNzc3ysrKGDRoEH369EGlUlFQUABAZGQkKSkpHDlyBGtrazw9Pdm6dSt+fn7s2LGDxsZGbG1tkSSJp556irVr16JWq8nIyODkyZOcOnWK2tpaIiIimDBhAuvXr0etVrNq1SpSU1PlY79u3ToaGxt5/vnnycvLw8TEhMzMTEpLSykrK2P79u307dsXV1dXli9fjq+vL5s2bUKr1RIbGysf08DAQIqKiigvL8fY2JitW7cyb968azhrL625uZmdO3dy+PBhXFxceP3115kxY4acgviq6e4BYgt9eZzZSqvVSrt375ZGjhwpDRo0SFq2bJmkUqnazLN7927po48+krRarY5KKdxIGzZs6FZNRVQqlVRVVdVmSE1NveJ56enpKSUnJ7c77YMPPpDGjx8vf09JSZE8PT07XDa9qUHpg/T0dD755BOOHDnC0KFDefHFF+V8zE1NTfz666+MGjWKO++8kzvvvFPHpRVulO6W8re9d17//l5sRz3yyCOsWrWK6upqrK2t+e23364px7sIUEBxcTFffPEFv/zyC+7u7nz88cfyjUBJkti9ezeffvopRUVFeHt7X/KxqiB0BzNmzGDLli0UFRUxfPhwLC0tycjI4KmnniI2NpbY2Fg8PDx49dVXGTRoEEZGRri6ul70pPZqdOteXWpra1mzZg3r16/H0tKSadOm8eCDD2Jk1BK3U1NT+fDDDzlx4gRDhw7lueeeu2InkIJwKxC9uuhQc3MzGzZsYOXKlTQ2NspJ9v6eaSAtLY2GhgY+//xz0UmBIOhAtwpQkiTx+++/s3TpUgoLC3nggQeYNm2a/Oizvr6etWvXUltby+zZs3nwwQd58MEH2zSKEwTh5uk2ASoxMZHFixeTmprKbbfdxqJFi+jTpw/Q0uPrli1b+OKLL6itrWXixIlIkiQCkyDo2C0ZoKqrq8nIyCA9PZ309HRSU1M5efIk7u7uTJgwAXt7e/bt2ycHqEmTJpGamsrIkSOZMWMGzs7OOt4DQRCgiweompoaiouLyc7OZvfu3cTHx5Obm0tFRQXNzc3Y2toyePBgOQ94aWkpX331FWVlZQwYMIDJkycDMGzYMF555RWCgoJ0vEedp7Gxkfnz5/Pqq692ycR/V0vs561Nb57ivfDCC2i1Wnbv3g383ztHRkZGDBw4kKamJo4dO0ZNTQ0NDQ00NDTQ1NSEu7s7FhYWNDQ0UFNTg5OTEx4eHnh7ezNixAjuuusuGhoayMjIwMHBASMjI5ydnamqqurSCfKupLq6GhsbG7Gft4ibvZ/iKd7f5OXlIUkSxsbGGBgYYGhoiIGBASYmJjg4OGBiYkJ+fj62trby4OzszJ133klUVBR2dnaXzI9jZmZGSEgIcP0N0ARBuHn0JkB99NFHOo3UgiDoH/GYShAEvaXzGpRWqwWQ38S/0VrTSOTn59/Sl3tiP28tN3s/W8/H1vNTV3R+kzw+Pl600hYEPRUXF0f//v11tn2dByi1Ws2xY8dwdnYWDSMFQU9otVqKi4sJDw+X303VBZ0HKEEQhEsRVRZBEPSWCFCCIOgtEaAEQdBbIkAJgqC3RIASBEFviQAlCILeEgFKEAS9JQKUIAh6SwQoQRD0lghQXZSXlxf+/v6EhYURGBjI0qVLycrKokePHvI8I0aMIDQ0lLCwMIYOHUpSUpI8bdiwYWzfvr3NOidNmsRnn30GwNq1a7G1tSU8PJyAgAD69evHvHnzaGhoAKCyshIPDw8OHTokL//ZZ59xxx13IEkSWVlZDBs2DBsbG6KiotpsJzk5mdtuuw1/f39CQkKYNm0ajY2NABQUFHD33Xfj5+dHaGgojzzyCOXl5fKyM2fOxMvLCwMDA06ePNlmve+99x5+fn4YGhpetG9CF9XhvogFvXBht9M5OTmSjY2NdPz4ccnBwUGep6KiQv68efNmKTw8XP5+++23S9u2bWuzzokTJ0pLliyRJEmS1qxZI40ZM0aeVlJSIj344IPSqFGj5HG//PKL5OvrK9XV1Unp6emSs7OzlJmZKUmSJJ0/f17av3+/tH37dikyMrLNdtLT06Xjx49LkiRJarVaeuSRR6R3331XkiRJKioqkvbv3y/P+9JLL0lPP/20/H3fvn1Sbm5uu91uHz58WMrIyGh334SuSefpVoTr5+7ujq+vL//73//ajLe1tZU/V1VVXdfL2I6OjqxevRo3NzdSUlIICgpi5MiRbNy4kZdffpljx47x9ttvyx2b2tvbExMTwx9//HHRuvr27St/VigU9O/fn7S0NACcnZ3bdFoxYMAAli1bJn9v7fG5PQMGDLjm/RP0k7jEuwUkJyeTlpbGAw88cNG0CRMm4O7uzuuvv85XX33VZtrMmTMJCwuTh61bt152O3Z2dvj4+JCSkiKPW7RoEevXr8fCwoKnn366w2Wvq6tj5cqVjBo16qJpGo2GpUuXtjtN6B5EDaoLGzt2LEqlEnNzc1avXo2xsfFF83z99dcAfPXVV7z88svs2LFDnvbpp59y//33y98nTZp0xW1Kf0t+sW/fPszNzTl37hy1tbVYWlpedfmbm5t59NFHGTFixEXBVZIkpk+fjq2tLc8+++xVr1O4tYgaVBe2YcMGkpKSOHjwIGPHjr3svBMnTmTv3r2cP3/+mrdXUVFBRkYGwcHBAJw/f57p06ezadMm7rnnHl5++eWrXldzczOPPPIIvXr14pNPPrlo+syZM8nNzeWHH34QecK6MVGDukVVV1dTW1uLi4sLAJs3b8bBwQF7e/trWl9paSnTpk1j+PDhBAYGAjBjxgzGjx9PdHQ0QUFB9OvXj927d/OPf/zjsutSq9U89thj2Nvbs2LFiot645k5cyYZGRn8/PPPmJiYXFN5hVuDCFC3qKqqKsaMGUNDQwOGhoY4Ojqyffv2S3bN1Z5du3YRHh5OQ0MDpqamjB49mldeeQVoqb2lpKTIl5AWFhasWrWKyZMnc/z4cUxMTPD29qaxsZGqqirc3NwYP3488+fP54cffmDTpk2EhoYSHh4OwJAhQ1i6dCl//fUXS5Yswd/fX77p3bt3bzZv3gy0BMUtW7ZQVFTE8OHDsbS0JCMjA4D58+ezdOlSSktLmTRpEkqlkmPHjuHo6Nhpx1W4uURGTUEQ9Ja4uBcEQW+JACUIgt4SAUoQBL0lApQgCHpLBChBEPSWCFCCIOgtnbeDEj0LC4L+0ZeehXUeoI4dO0Z0dLSuiyEIQjvi4uLo37+/zrav8wDVmlojLi6OXr166bg0giAAFBYWEh0d3Sb1jS7oPEC1Xtb16tULNzc3HZdGEIQLXeq2y5kzZ5g4cSJlZWXY2tqydu1a+R3Nv1OpVERERGBubk5CQkKHtq/zACV0PVqtFgMDgw6913ezabVaqqurKS8vl4fm5mYMDQ1RKBQoFAr5s6GhYZvPCoUCpVKJmZkZ5ubmmJmZYWZm1m46m+7qn//8J9OmTWPSpEls2LCBqVOntkn/fKE5c+YwaNAgjh8/3uHtiAAlXBWtVsuZM2fw8/Pjzz//5K233iI4OJiQkBCCg4MJCgrC2tr6ppSlqamJ3NxcsrKyyM/PbxOEWoeKigo0Gk2nblehUMgBqzUPl4WFBT169MDR0REnJyd69OiBk5MTjo6OODo63pLZGEpKSkhMTJQzuI4ZM4ZnnnmGrKwsOaNqq/3793PmzBleeOEFEaCE67dr1y62bNlC//79GTJkCH369MHAwIDPP/+c7777ji1btuDl5cVjjz3GyZMnWb9+PdXV1URHR/P555/T1NTEli1bCAkJwcfH57qeAFVXV5OVlUVmZiZZWVny54KCArRaLdCSRaE1jYy9vT1ubm7yZ3t7exwcHLCzs8Pe3h4TExO0Wi1arRaNRtPm39bPrUNjYyMNDQ3U19fT0NDQ7lBfX09tbS1lZWWcOnWKkpISVCpVm32wtraWg1evXr3w9vaWBzs7u+v6v+osjY2NcqcVrWpqai45f25uLi4uLvL/rYGBAR4eHuTk5LQJUHV1dcyaNYutW7dy5syZayqb3gSolJQU8vPziYiI4NSpUzQ0NGBlZUXv3r05ceIEAJ6enmi1WnJzcwEICwsjIyOD2tpaLCws8PX15dixYwC4ubmhUCjIzs4GIDQ0lKysLKqrq1EqlQQFBXH06FEAXFxcUCqVnDt3DoDg4GDy8vKorKzExMSEsLAw4uLiAOjZs2ebFB8BAQEUFxdTXl6OkZERkZGRxMXFIUkSjo6O2NnZkZ6eDoCfnx/l5eWUlpZiaGhI//79SUhIQKPR4ODggJOTE6dOnQJa8nZXV1dTXFwMtOTbTkxMpLm5GTs7O1xcXOTUu97e3tTX11NYWAhAVFQUJ0+eRKVSYWNjg4eHB8nJyUBLbzBqtZq8vDwAIiIiSEtLo76+HjMzM7744gtuv/12SktL+e9//4uNjQ1KpZJt27bx4osvUlpaSm1tLYMGDWLy5MkcPXqU4uJi7O3tKS4uZv/+/cydOxdTU1PUajW2tra4ubnx9ddfc/ToUdLS0vD09KRPnz5yeYOCgjhz5gz5+flUVlby559/EhgYSHNzM+np6ZSVlXHHHXcQFBSEt7c3bm5umJubY2VlxaBBg4iPj0er1eLo6Ii9vT2nT58GwNfXl4qKCgoLCykqKiI6OpqjR4+iVquxt7fH2dlZPnF8fHxoaGigqKgIgOjoaJKSkjA0NMTV1RU3Nze5F5k+ffqgUqkoKCgAIDIykpSUFBoaGjA3N8fU1JTMzEyampqorq6muroaMzMzGhoaWLZsGQMHDsTe3p66ujrKy8sZMGAAFhYWODs706tXL/n/PDQ0lMzMTGpqajAzMyMgIIDExEQAXF1dMTExITMzE4CQkBByc3OprKzE1NSU0NBQ4uPj5d+shYUFZ8+eBSAwMJCioiLKy8sxNjZm69atzJs3r0Pn698v79tLivLyyy8zY8YMXF1drzlA6TzdSl5eHu7u7uTm5oqb5Dq2adMm5s+fz48//oirqytHjx7lp59+Yu3atSiVStzd3QkPD2fw4MFtald/19jYSFpaGhkZGeTl5VFfX8+rr74KwN13301ZWRkqlQqFQoGBgQH29vbU1NTIf5QCAgLw8/MjMDCQgIAAPDw8MDU1vdmH44bQaDTk5uZy9uxZzp49S0ZGBmfPniU3N1euFTo7O+Pt7Y2Xlxd9+vShd+/e9O7d+4ZdQrdXg8rPzycwMLDd87KkpIS+ffty/vx5jIyMkCSJXr16cfjw4TY1qNDQUKqrq4GWG+UVFRUX5bS/EhGgBKClwexDDz1EUFAQ8+fPB1r+Kk6aNAlTU1Nee+014uLi+Ouvv0hISKCxsRFnZ2f69OmDUqlEqVRiamoqf/77d4VCQUZGBvHx8Zw4cYL6+no0Gg02NjY8+OCDDB06lD179vDbb7+1Kde4ceOYNWsWWVlZfPHFFzg4ONCzZ09cXFxwdXUlICBAF4er0zU1NZGVlSUHrczMTDIzM8nPz5cDl729fZuA1bt3b/r06YO9vX2nP7C40nk5bNgwJk2aJN8k//DDDzl8+PAl1/fHH3/w0ksviad4wrXZsWMHBQUFfPzxx/I4AwMDFi1ahEKhwMbGBi8vLx555BGampo4evQohw4doqioCJVKRVVVFSqVisbGRlQqVZvParUaACcnJ0JDQ7n33nsJCQnBz8+vzU3kO+64g1deeYXz589z/vx5ysrK5JOjsbGR2tpaMjMzKSoqor6+HldXV7Zs2QLAtGnTUCqV9OzZk169euHi4sKgQYNu2o3762ViYoKvry++vr5txjc1NZGdnS0HrMzMTI4ePcrmzZvl42pnZ0ffvn3l5X19ffHy8rqhLcCXL1/OpEmTeO+997C2tpZ7DHrqqaeIjY0lNja2U7YjalACGo2GsWPH4u3tzYcffih39/TEE0+06an4etbf1NSEmZlZJ5S2pWZXU1NDVVUV7u7uSJLEokWLKCgooLCwkMLCQqqrq9mwYQNeXl589NFHxMfH4+bmhpubG66urkRGRtKnT59OKY8uaDQa8vLyOHfuHGfOnCE9PZ309HT5vpixsTF9+vTB19eXvn374ufnh4+PDzY2Nle1fn05L0UNSuB///sfubm58qXd4sWL+eGHHxg4cGCnBCiFQtFpwQlaanbW1tZy7cjAwIAXXnihzTx1dXXyNvv160dzczN5eXns27ePgoICnn32Wfr06cOff/7Jhx9+iIuLC7169aJXr174+Phw5513Ai29z+hj+yeFQoGnpyeenp7ccccd8vja2lrOnDnDmTNnOH36NGfOnGHnzp00NTUBLU8VWwP1hYO7uzs9evTQu7ZtIkB1c1qtllWrVhETE4O/vz+bNm1i/fr1vPLKK136HUkLCwv58/Dhwxk+fLj8XaPRyJdHvXr1Yvjw4RQWFpKZmcnBgwfp06cPd955J01NTcTExGBvby9fOvbq1YspU6ZgaWlJQUEBxsbGODg46M2L7paWloSHh8udUUDL/mZnZ3P27Fny8vLIy8sjNzeXpKQkSkpK5PlMTU3lJ5ZKpVIXxb+ICFDd3O7du8nKymLu3LnExcWxYMECHnnkER5++GFdF+2GaW1JDi3NOS7sih2Qb0oDvP766xQVFcmXjqmpqXIPyu+++y5HjhzB0NCQHj164OzszOTJk7ntttvIyckhLS0NJycnueGmrmpiCoWCPn36tHtJ29jYSH5+vhy4WofWJhW6JgJUN9Zaexo4cCDBwcH89ttvxMTE8OKLL+q6aDrVWhsyMTG57M3el156iby8PEpLSykuLqakpETuWfnw4cMsXLiwzfx33nknCxcupKmpicWLF8vBy9nZGUdHR9zc3G56TczU1LTd4JWXl8e2bdtualnaIwJUN/bnn3+SkZEhB6R77rmHu+++W+/uQ+ir1kf97XnkkUcYOXIkJSUl8tB6z6ympobExERKSkrkdkIAf/31F6ampsybN4+8vDx69OiBg4MDPXr04Pbbb6d3797U1dVRW1sr1wIVCgWmpqaYmprKjSUv9f9XVVVFbW2t/JS1oaEBDw8PnJycyMjIYM+ePRQWFlJQUCA3WtY1EaC6KUmS+PLLL4mIiGD16tUkJCTw73//WwSnTmRpaYmlpeVFtRMHBwe+//57ABoaGigtLaW0tFRujOrj44NaraasrIyMjAzOnz+Pm5sbvXv3ZsuWLW2aggAMHTqURYsWUVVVxfDhw+XAZWRkRHNzM7t378bc3JzXXnuNI0eOtFn2lVde4eGHH+bcuXNs2LABFxcXXFxccHNzY9euXTfw6Fwd0cygmzpw4ACzZs3i2WefZcmSJXz66acMHjxY18USLkGSJAwMDCgsLCQrK0t+Z7D1tZ3w8HAaGxv59ddf20wzNjbmgQcewMTEhNTUVOrq6uTGs2ZmZtjb22Nubi6vv5W+nJeiBtUNSZLEypUr6devHxkZGXh4eDBo0CBdF0u4jNbg0foksT2mpqY8+OCDl1zHpfI1Xbh+faMfz0aFm+rIkSOcPHmSJ598kj179nD//ffr7Q9U6N5EgOpmWmtPrfmbDA0Nue+++3RdLEFol7jE62YSExNJSkpi0aJFREVF8fvvv+tNozxB+DtRg+pmVq5ciZ+fH2FhYahUKhGcBL0mAlQ3cvz4ceLj45k6dSrr1q3joYceatNqWhD0jQhQ3cjKlSvx9vbmtttuY/v27QwZMkRv3iEThPaIX2c3kZKSwqFDh5g6dSpJSUkUFhYyatQoXRdLEC6rwwHqzJkzDB48GF9fX6Kjo0lNTb1onj179jBgwAACAwMJDg5mzpw57eYsFm6elStX4unpyfDhw9m2bRseHh6EhITouliCcFkdDlCt/WGlp6cze/Zspk6detE8dnZ2rF+/ntTUVBISEti3bx/r16/vlAILHXfu3Dn279/P1KlTMTAwoKKiglGjRom2T4Le61Azg6vtD+vCXDRKpZKwsDC9efmwO4qLi8PY2Jjhw4djYGDAp59+Kmq0QpfQoRrU5frDupSioiI2bNjAyJEjL7vumpoauYue1uHvPU0I1yYlJUXO/52Wlib3DCwI+q7Dl3hX0x9Wq+rqakaNGsXs2bOJiIi47HoDAwOxsbFpM7SmoBWuT0pKCkFBQeTm5jJu3Dj27t2r6yIJwlXp0CWeu7s7eXl5qNVquT+s3NxcPDw8Lpq3pqaGe+65h9jY2IvyRbcnNTUVV1fXNuNulb7QdKm6upqcnByeeuopfvnlFywsLBgyZIiuiyUIV6VDNSgnJyfCw8P59ttvAdi4cSNeXl4X9cdeW1srJz974403rmrdVlZWciL81kEEqOvX+pQ1MDCQ7du3M2LECNF6XOgyOnyJt3z5cpYvX46vry8LFixg1apVQEt/WFu3bgXgk08+IS4ujs2bNxMWFkZYWBjvvvtu55ZcuConT57EysqK4uJiioqKRNsnoUsRCetucc8//zzNzc2MHTuWDRs2sGTJEnGDXLgifTkvRTaDW5gkSaSkpDB69GiGDRvGsGHDdF0kQegQ8arLLayoqIjy8nIsLS3Jy8vTdXEEocNEgLqFpaSkAPD777+LJhtClyQC1C0sJSUFGxsbUlNTxc1xoUsSAeoWlpKSgpGRERYWFuL+k9AliQB1i9JoNKSkpFBSUiLaPgldlghQt6jMzEzq6+sZPHgwDzzwgK6LI9xiblbaJRGgblEpKSkYGxvzwQcfEBwcrOviCLeYm5V2SQSoW9SxY8cwNjbWdTGEW1Br2qVx48YBLWmXMjMzycrKajNfeHi43O37taZdEgHqFrVnzx6ysrKoqanRdVG6pQULFrBx40bmzJlDbm7uJedbvnw5f/755xXHXW789WpsbLwo1dHlfjc3Mu3S3+lNS/KUlBTy8/OJiIjg1KlTNDQ0YGVlRe/evTlx4gQAnp6eaLVa+T88LCyMjIwMamtrsbCwwNfXl2PHjgHg5uaGQqEgOzsbgNDQULKysqiurkapVBIUFMTRo0cBcHFxQalUytE9ODiYvLw8KisrMTExISwsjLi4OAB6/r/27j0oqvN84Ph3l4UlsC4XlcVVkIaLFxRQDERF21g0Namo0cyYTGttm2ImcXKZaW0b/cOkHceahOm0sYjW1kyIZixRq9MaxBgzVi0Xkaggd5Q1cpM7kmXZPef3B+X8Qrgagb34fmZ2lN3Du88e9jx7zrvv+7yBgeh0OsrLywGYNWsWdXV1NDU1odFoiI2NJScnB1mWmTx5Mn5+fpSWlgIwY8YMmpqaaGhoQK1W89hjj5GXl4fNZmPixIkEBARw48YNAMLDw2lra6Ourg6A+Ph48vPz6e7uxs/PD6PRqIxzCg0NpbOzk5qaGiX+jo4OoqKiaG5uZsKECVy7dg2AkJAQrFarMnBz/vz5FBcX09nZiU6nIzQ0lC+++AJAqVLR+8aLjo6moqKCjo4OvLy8mDlzJvn5+cr+1mg0yqfo3Llzqa6uprW1FU9PT+bMmUNeXh7Qs3y3l5cXFRUVAERGRnLnzh2am5txd3dn/vz5ZGdnA2AwGNDr9ZSVlSn7u76+nsbGRtzc3FiwYAG5ublIksTkyZPx9/enpKQEgIiICJqbm2loaEClUhEXF8fly5exWq34+/tjMBiU/T19+nTeeecdnn32WQDi4uIoKCjAYrHg6+vLtGnTuH79OgCPPvooZrOZO3fuABAbG0thYSFmsxm9Xs/du3fx8/Nj2rRpBAcHk5KSwoYNG4Ces4rS0lLa2tqoqKjggw8+4Le//S3Z2dkEBgaSlZVFa2sr7e3tfPXVV1RVVdHS0kJlZSUHDx5k+/btZGdnM3XqVDw8PKiqqlL2t8lkoqWlBa1WS1RUFLm5ucp71tvbW9nfs2fPVgbxuru7c+LECd58882hD9BvGKuyS/3IdmYymWRANplM9g7FZZw9e1b28vKSU1NT7R2K0zh37pz8y1/+clTa+v3vfy+npaUpPxuNRlmSpAG3/clPfiJ/9tlnw9431P0Pymw2y62trX1uRUVFgx6XdXV1sl6vl7u7u2VZlmVJkmSDwSBXVVX127atrU1euHCh/NZbb32r2BzmDEoYPRkZGajVauVT25GZzeZ+fRejLSQkZMhhFmfOnOHtt98mJiaG8+fPs2TJkgd6vtra2j4liFQqFe3t7ej1+gdqdzCZmZn89Kc/5cCBA0iSxPHjx9m3bx8XL17EZDLh6+vL2bNn2b1794C/r9Vq+5U2amtrG/T5vl52adOmTaNadumbRIJyQR0dHURHR+Pr62vvUIZ18+ZNpbN1rKSnpzNz5sxBH09MTGTXrl1s27ZtyCRSWVmplBT6Jg8PD1566SWgZwyam5ub8pjNZhvT9QeffPJJIiIi8PHxYdGiRXz44YfU1NRw/PhxIiMjSUhIGPXkmJaWxqZNm9i5cyd6vZ73338f6Cm7lJSURFJSklJ26d69exw7dgyAZ599lm3bto34eUSCckEtLS0888wz9g5jREJCQpQCiGP5HEPp6uqiq6tLOYg///xz9u7dS2RkJCtWrCAuLg7o6Xt67bXXhn2+qVOn0tHRAfT0zciyjE6ne6DXMBJGoxHoSZYWi4WtW7eyY8cOdu/ezfPPP8+iRYtG7blmzJjBpUuX+t3/17/+Vfn/tm3b7isZDUQkKBdz6tQpSkpKePnll+0dyoh4enoOeXYzHnJzc1mwYAHt7e1cu3aN2NhYAgIC2L59e5/tKioqOHny5IBtfP0MKjExkYMHD/LCCy/wxRdfsGDBAmW78vJywsLCxu7FfM3hw4fZs2cPkiQ5zQfWN4kE5WL++Mc/0tLSQmRkpL1DcRoGgwGr1crJkyd57rnnqKysJDw8vN92oaGhIzqDio+P59ixYxw6dIiCggJSUlIAkCSJFStWkJ+fj4+PD6mpqeTk5CBJEpIk8cQTT/S7b9myZciyPOD9vT799FNKS0tJS0tj/fr15OXlsXfvXlQqFUeOHAFg5cqVo7OzxpmoqOlCTCYTCQkJ+Pv7k5+fLypnfksff/wxYWFhREdH2zsUu3GU41KcQbmQrKwsuru7WbhwoUhOD2DdunX2DkH4HzGS3IWcPn1aGVgqCK5AJCgXIUkSCxcuxMvLS/Q/CS5DJCgXoVarmTVrFl5eXsyePdve4QjCqBB9UC5AlmUOHjxIZWUlRqMRPz8/e4ckCKNCJCgXUF5ezp49ewgMDCQqKsre4QjCqBGXeC4gKyuLCRMm0NjYKPqfBJciEpSTk2WZzMxMoqKi6O7uFglKcCkiQTm5Gzdu8OWXXzJlyhTUajUzZsywd0iCMGpEgnJyvr6+/OxnP6Orq4uwsDAeeeQRe4ckCKNGdJI7OaPRyEsvvcSGDRuYO3euvcMR/mfXrl2Eh4eTn5/Piy++SFBQ0IDbpaWlMWvWLJYuXQr0DLbt7Oykrq6ORYsWKX/TkbbnasQZlBMrLS0lPT1dKQkrVm/59iwWy6gtz3Xx4kXKyspYt24dP/rRj3j11Vf7bdPV1cV7773Hvn37kCQJ6CkSV1xczJo1a9i8eTMfffTRiNtzVSJBObGTJ0+Snp5OeXk5kiSJDvIHcOnSJSIiIkalrc8++4z4+Higp4Z6dnZ2v5rdWq2WLVu29Dnr1Wq17Nu3j6tXr3L37l0CAwNH3J6rEpd4TkqSJM6cOUNiYiI3btzgkUceUZb4cTZ3797l7t27fe7T6/UYjUYsFsuASxX11pC6desWX331VZ/HjEYjer2e5uZmbDYbkyZNGvL5HaXkr1arZfv27cTHx5OYmEhGRsaI2nvQkr+OTCQoJ1VQUEBDQwMrVqzg0KFDzJo1a0zLyo6lo0ePsm/fvj73rVy5kt/97nfU1dUNWBK4d4WYHTt2KCvW9Hrrrbd46qmnyMrKoqWlheTk5CGf31FK/vau4pKVlcXrr7/Oli1b2L9//7Dt2aPk73gRCcpJZWVlYTAYmDNnDtevX2f58uX2Dulbe+aZZ5RO4l69B5TBYBiyJPCOHTsGPIMCWL58OTabbdjnd5SSvx988AFLly5l8eLFXLx4kcTERBobG0fc3niW/B0vIkE5qSeeeIKYmBiam5upra116v6nSZMmDXoZ5uHhMWRJ4OnTpw/62EjnJDpKyV83Nzfu3bsHgLu7O4sXL0an0w3Z3lBEyV/Bbno/1XtXmnXmBGVvjlLyd+PGjbz77rvU1NTQ1dXF6tWr0Wq1g7bXS5T8HUOOUlrUmWRkZBAYGEhCQgKpqakcO3aMzMxMUUVzlIiSv45zXDpnr+pDzGq18pe//EVZnrywsJDIyEiRnEbRunXrHurk5EhEgnIyOTk5tLW1sXz5cmRZVhKUILgikaCczOnTp5k+fTrh4eGYTCba29tFghJclkhQTsRisXDu3DlWrFiBSqWisLAQEB3kgusS3+I5AUmSaG5uRqfT8eqrrypfMxcWFhIUFOS0g/AEYTgiQTkIWZaxWCxotVqampo4dOgQ1dXVyk2j0fD555+zdu1a5XdE/5Pg6kSCspPS0lLOnz9PVVUVt27d4tatWyQkJLBz505sNhuffPIJwcHBxMTEsGrVKnx8fLhw4QJVVVVUVFRQUVFBcXExK1assPdLEYQxc999UGVlZSxatIiIiAji4uIoKioacLsDBw4QHh5OaGgoycnJWK3WBw52NHR1dbFjxw66urrGpH1JkpSZ5kVFRRw9epSUlBReeeUVVq9eTWZmJgDXrl3jww8/xGQyERQUxIYNG/je977Hl19+iclkYuPGjUybNo2ysjL279/Pjh07eO2119i3bx9VVVWEh4fz+uuvk5SUZJfX6SjE67SP8coD9z1Qc9myZWzcuJFNmzaRkZHBu+++y6VLl/psU1VVxeLFi7ly5QoBAQGsXr2ap59+ms2bN/drr3dA2K9//Wvc3NwoKipCpVKhUqlQq9W4ubkpK+WWlpZiNpt7Av/fuJ/vfOc76PV66uvrqaurQ5Zl5TG9Xk9wcDBdXV0UFxcjyzLd3d18/PHHrF27lqioKNRqNeXl5bS3tyNJEjabDUmSCAoKYuLEidTX11NZWancb7PZ0Ol0REVFYbFYOHXqFN3d3XR3d2O1WrFarSxduhS1Wk1BQQGNjY1otVo8PDzw8PBgwoQJuLu7I0nSkGOXNBoNISEhhIWFERoaSmhoKGFhYQQGBo5o4mlbWxs+Pj60tra6dB+VeJ1jY7iBmqOdBwZzX5d49fX15Ofnc/r0aaBnQNuWLVu4efNmn3IQGRkZrF27FoPBAMCLL77I7t27hwyspKQESZLIzc0F/n9SpJubmzKT+8KFC8pcpd68GhMTQ0BAAJWVlZSVlfVp02AwEBMTg9lsVqaE9Dp//jw6nQ6NRsPly5dpampCrVYribH33/r6ekwmU5+EqdFosFgsqFQqjEYjWq0WT09P5d+ZM2fi7e3N448/jk6nQ6vVotFohr25u7uj0WiYOHEiwcHBaDTiClxwPGOZB77pvo4Ak8mE0WhUDhyVSkVwcDDV1dV9Aquuru4ziTMkJITq6uoh2965cydTp07tc59Wq0Wr1d5PiMPq/SSqqKhw6U9cQRip3moOX9fe3j7o9mOZB77pvj+iv3lZMtgV4te3G8lV5IEDB9BqtaSkpPDjH/+YyZMnExwczMaNG7l69SrQM3NdkiRMJhPQc/ZUXl5OR0cH3t7eREREcOXKFQCmTZuGm5sbt27dAiAqKoqbN2/S2NhIcnIyNpuN7OxsoKdMhaenp1IYbc6cOdy+fZuWlhY8PDyIiYkhJycHgMDAQHQ6HeXl5UBPhcO6ujqamprQaDTExsaSk5ODLMtMnjwZPz8/SktLAZgxYwZNTU00NDSgVqt57LHHyMvLw2azMXHiRAICArhx4wYA4eHhtLW1UVdXB/RMQM3Pz6e7uxs/Pz+MRqMyDio0NJTOzk5qamoAWLBgASUlJbzxxhtKf1VvzaSQkBCsViu3b98GYP78+RQXF9PZ2YlOpyM0NFSZRhMcHAygvKmio6OpqKigo6MDLy8vZs6cSX5+vrK/NRoNN2/eBGDu3LlUV1fT2tqKp6cnc+bMUWo4TZkyBS8vLyoqKoCecVx37tyhubkZd3d35s+fr/xtDAYDer1eOTueNWsW9fX1NDY24ubmRkREBL/61a+4evUqRqMRf39/SkpKAIiIiKC5uZmGhgZUKhVxcXFcvnwZq9WKv78/BoNB2d9hYWF0dHRQW1sL9EzGLigowGKx4Ovry7Rp07h+/TrQU3bFbDZz584dAGJjYyksLMRsNqPX6wkJCenznrXZbMr+njdvHqWlpdy7dw+dTkdYWBgFBQUABAUFoVar+7xnq6qqaG9vx83NDU9PT65evYq7uztTp07Fw8ODqqoqZX+bTCZaWlrQarVERUUpVyOBgYF4e3sr+3v27NnU1tbS1NSEu7s7J06c4M033xzosBzUWOWBfr9/P31Q9fX1hIeH09jYiEajQZZlpkyZwn//+98+mfPtt9/m5s2b7NmzB4B///vf7N69m3PnzvVrszfLnj17Vilx2qu372Y0tbe3M3v2bIqKipgwYcKotu1IxOt0LWP5Oi0WS78zqNraWpYtW8atW7eUD6peY5EHBiXfp+9+97vy3//+d1mWZfkf//iHHB8f32+biooKecqUKXJtba0sSZK8atUqOTU1dcD2cnJyZEDcxE3cHPCWk5MzLnlgMPf9LV5JSQmbNm2isbERvV7P+++/T2RkJC+88AJJSUnK19779+/nD3/4A5IksWzZMlJTU3F3d+/XntVq5cqVKxgMBqctWSsIrkaSJOrq6pg3b96AX9aMdh4YjN3rQQmCIAxGnLIIguCwRIISBMFhPbQJ6m9/+xtz585Fo9Hw3nvv2TucUTXSaQjO7JVXXiEkJASVSqV8/e+KzGYza9asISIigpiYGH7wgx8oQzkeBg9tgoqNjeXIkSM8//zz9g5l1G3evJnk5GRKS0vZunUrP//5z+0d0qhbv349//nPf4Zc1cVVJCcnU1JSQkFBAT/84Q+HXefPlTy0CSo6OtqpF7scTO80hN7FLtetW0dVVZXLfeouXbr0oVhkw9PTk6eeekoZ8Pj4448PuNKyq3Kto1MYchqC4Pz+9Kc/sWrVKnuHMW5cdjbqkiVLlGkM33TlyhWCgoLGOaLxM9JpCIJz2blzJ2VlZezdu9feoYwbl01Q58+ft3cIdhEUFMTt27exWq3KNASTydRvuoLgXN555x2OHj3KmTNn8PLysnc440Zc4rmYgIAA5s2bR3p6OtCzCGVISEifOVKCc0lJSeHw4cNkZWXh6+tr73DG1UM7kjw9PZ3f/OY3NDc34+Hhgbe3NydPnmTevHn2Du2BDTYNwZW8/PLL/POf/6S2tpZJkyb1qTDhSnoLxz366KPKJGGtVqtUe3B1D22CEgTB8YlLPEEQHJZIUIIgOCyRoARBcFgiQQmC4LBEghIEwWGJBCUIgsMSCUoQBIclEpQgCA5LJCjhgezatUuZVjNSJ06c4I033hijiARXIhKU8EDMZrNSe2qkkpKSRn29Q8E1iQQljIjFYmH16tX2DkN4yIgEJYzIpUuXiIiIsHcYwkNGJChhWGfOnGHnzp2o1epB62xlZmZiNBo5deoU//rXv/jFL36BLMtcuHCBjz76iE8++YStW7eOc+SCsxMJShhWYmIiNpuNbdu2sWTJkgG3efLJJ4mIiMDHx4enn36ae/fuUVNTw/HjxzGbzSQkJLBmzZrxDVxweiJBCcPq6uqiq6sLvV4/7LZGoxEADw8PLBYLW7duJTc3l7i4OM6ePTvWoQouRiQoYVi5ubksWLCA9vZ2Ll68eF+/e/jwYfbs2cP169fJy8sbowgFV+WyNcmF0WMwGLBarZw8eZLnnntuwG0+/fRTSktLSUtLY/369eTl5bF3715UKhVHjhwBYOXKleMZtuACRIIShhUeHs6f//znIbf5/ve/z507d5SfXXm1X2H8iEs8QRAclkhQwgPx9PT8VlNdLBbLGEUkuBKxaIIgCA5LnEEJguCwRIISBMFhiQQlCILDEglKEASHJRKUIAgOSyQoQRAclkhQgiA4LJGgBEFwWCJBCYLgsESCEgTBYYkEJQiCw/o/pDs1TXaQgLoAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plt.rc_context({\n", + " 'legend.fontsize': 8,\n", + " # RC config from ChatGPT:\n", + " \"font.size\": 8, # General font size\n", + " \"axes.labelsize\": 8, # Axis labels\n", + " \"axes.titlesize\": 8, # Axis titles\n", + " \"xtick.labelsize\": 8, # X-axis tick labels\n", + " \"ytick.labelsize\": 8, # Y-axis tick labels\n", + " \"legend.fontsize\": 8, # Legend font size\n", + " \"figure.titlesize\": 12, # Overall figure title\n", + " \"mathtext.fontset\": \"cm\", # Use Computer Modern for math\n", + "\n", + " # Line and Marker settings\n", + " \"lines.linewidth\": 1,\n", + " \"lines.markersize\": 3,\n", + "\n", + " # Tick settings\n", + " \"xtick.major.size\": 4,\n", + " \"xtick.minor.size\": 2,\n", + " \"ytick.major.size\": 4,\n", + " \"ytick.minor.size\": 2,\n", + " \"xtick.direction\": \"in\",\n", + " \"ytick.direction\": \"in\",\n", + "\n", + " # Axes settings\n", + " \"axes.linewidth\": 0.8,\n", + " \"axes.grid\": True,\n", + " \"grid.linewidth\": 0.5,\n", + " \"grid.linestyle\": \"--\",\n", + "\n", + " # Legend settings\n", + " \"legend.frameon\": False,\n", + "\n", + " # Figure size for single-column figures in print (inches)\n", + "# \"figure.figsize\": (3.5, 2.5), # Adjust based on journal specifications\n", + "# \"figure.dpi\": 300, # High resolution for print\n", + "\n", + " # Savefig settings for high-quality output\n", + " \"savefig.dpi\": 600, # Ensures high-resolution images\n", + " \"savefig.bbox\": \"tight\", # Trim extra whitespace\n", + " \"savefig.transparent\": True, # Avoid background color\n", + "}):\n", + " fig, axs = plt.subplots(4, 1, sharex=True, figsize=[3, 5])\n", + " \n", + " plot_and_calc('74lvc_new_open', 75, 80, ax=axs[0], ylabel=None, grid=False)\n", + " plot_and_calc('max3748_open', 62, 70, ax=axs[1], ylabel=None, grid=False)\n", + " plot_and_calc('tdp0604_open', 60, 70, ax=axs[2], ylabel=None, grid=False)\n", + " plot_and_calc('pi3hdx_clipline_risetime_new', 87, 90, ax=axs[3], ylabel=None, grid=False)\n", + " \n", + " axs[0].set_xlabel(None)\n", + " axs[1].set_xlabel(None)\n", + " axs[2].set_xlabel(None)\n", + " \n", + " # axs[0].set_title('74LVC1G157 MUX Gate with Complimentary Outputs')\n", + " # axs[1].set_title('MAX3748 Optical Network Limiting Amplifier')\n", + " # axs[2].set_title('TDP0604 6 Gb/s HDMI Hybrid Redriver')\n", + " # axs[3].set_title('PI3HDX12211 12 Gb/s HDMI Linear Redriver')\n", + " \n", + " axs[0].set_title('74LVC1G157')\n", + " axs[1].set_title('MAX3748')\n", + " axs[2].set_title('TDP0604')\n", + " axs[3].set_title('PI3HDX12211')\n", + " \n", + " for ax in axs:\n", + " ax.get_legend().set_loc('lower right')\n", + " \n", + " # Only do this on the last axis because of sharex=True\n", + " ax.set_xlim([-1.5, 2.5])\n", + " \n", + " for ax in axs:\n", + " ax.grid()\n", + " fig.tight_layout()\n", + "\n", + "fig.savefig('../paper/fig_edge_risetime.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 89, "id": "f5fd14eb-a12a-42c0-944e-8fd53f7d4dbc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 92, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -315,7 +481,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.1" + "version": "3.13.2" } }, "nbformat": 4,