{ "cells": [ { "cell_type": "markdown", "id": "6f90305a", "metadata": { "id": "3b0738779f5b443eb0d963d93fb00e08" }, "source": [ "# Tutorial 1: Fitting LC Models to a CPW \n", "\n", "In this tutorial, we will show you how to use the `simpleLOMs` package to fit an LC model to a distributed system. \n", "\n", "In this tutorial, we will fit a CPW element coupled on either side, with some coupling capacitance in series and to ground, to arbitrary $LC$ loads, representing qubits or other resonators." ] }, { "cell_type": "code", "execution_count": 1, "id": "bc390a8a", "metadata": { "id": "519f58e01d5146589c221df0c92ac933" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All imports OK\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import skrf as rf\n", "\n", "# lcfitter top-level imports\n", "from simpleLOMs import CPWParams, FosterFit, OptimizedFit, AnalyticalFit, analyze_system\n", "\n", "# Sub-module imports used in Section 2\n", "from simpleLOMs.elements import coupling_capacitor, shunt_capacitor, lc_resonator\n", "from simpleLOMs.networks.cpw import cpw_resonator_network_2port\n", "from simpleLOMs.networks.lc import lc_resonator_network_2port, lc_resonator_network_with_grounds_2port\n", "from simpleLOMs.analysis import resonance, fwhm_from_trace_db, resonances_from_s, resonance_from_s_max\n", "from simpleLOMs.plotting import plot_re_im, plot_lom_vs_data_re_im, plot_all_models\n", "from simpleLOMs.models.optimized_fit import OptimizationConfig\n", "\n", "print(\"All imports OK\")" ] }, { "cell_type": "markdown", "id": "3cd797ff", "metadata": { "id": "6ad37c95204e4b0885b4af81c33fd80f" }, "source": [ "---\n", "## 1. Load your CPW\n", "\n", "The CPW geometry lives in a `CPWParams` dataclass. It is defined once here and pass it into every function that needs it. \n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "353369e8", "metadata": { "id": "5c4f1c8ae71d45efbd7a0038e6e0041e" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPWParams(w=1.17e-05, s=5.1e-06, t=0.0, h=0.0005, rho=1e-19, ep_r=11.45, has_metal_backside=True, tand=0.0)\n" ] } ], "source": [ "cpw_params = CPWParams(\n", " w=11.7e-6, # center conductor width (m)\n", " s=5.1e-6, # gap spacing (m)\n", " t=0.0, # metal thickness \u2014 0 = ideal thin film\n", " h=500e-6, # substrate height (m)\n", " rho=1e-19, # resistivity \u2248 0 \u2192 superconducting limit\n", " ep_r=11.45, # relative permittivity (ultracold silicon)\n", " has_metal_backside=True,\n", " tand=0.0, # lossless substrate\n", ")\n", "\n", "print(cpw_params) " ] }, { "cell_type": "markdown", "id": "612bef05", "metadata": { "id": "4e3ae78f950741bea647904cce539b74" }, "source": [ "For this tutorial, we will provide values for the circuit-level parameters coupling capacitances. In practice, we reccomend extracting your `Cc1, Cc2, Ctog1, Ctog2` values by from Maxwell capacitance matricies from your EM solver of choice (eg. $\\texttt{ANSYS HFSS, COMSOL}$). " ] }, { "cell_type": "code", "execution_count": 3, "id": "b315d5ed", "metadata": { "id": "4fae684f717b41f7ac7c327adc295d4a" }, "outputs": [], "source": [ "d = 7.0e-3 # Resonator length (m). This system sets resonance near 8.5 GHz\n", "Z0 = 10.0 # reference impedance in Ohms\n", "\n", "Cc1 = 3.0e-14 # coupling capacitor, port 1 (F)\n", "Cc2 = 7.0e-14 # coupling capacitor, port 2 (F)\n", "Ctog1 = 4.0e-14 # shunt-to-ground cap, port 1 side (F)\n", "Ctog2 = 6.0e-14 # shunt-to-ground cap, port 2 side (F)" ] }, { "cell_type": "markdown", "id": "972f3eac", "metadata": { "id": "5c8c142545d64a6f87f2ebbd9ec7a6be" }, "source": [ "We may also choose to define load resonators. This is not necessary for the initial fit, but allows us to determine the accuracy of the frequency shift that comes from this model\n", "\n", "For this tutorial, we will choose two loads that are on the order of a typical qubit frequency ( around $3-5$ GHz)." ] }, { "cell_type": "code", "execution_count": 4, "id": "0ada1027", "metadata": { "id": "0dd63f3020784ce6961532b8bed031c2" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Load 1 bare resonance: 4.5944 GHz\n", "Load 2 bare resonance: 3.2487 GHz\n" ] } ], "source": [ "Lload1 = 2e-09 # load 1 inductance (H)\n", "Cload1 = 6.0e-13 # load 1 capacitance (F)\n", "Lload2 = 4e-09 # load 2 inductance (H)\n", "Cload2 = 6.0e-13 # load 2 capacitance (F)\n", "\n", "# We can get the load's bare resonannce from the known LC formula.\n", "f_load1 = 1.0 / (2 * np.pi * np.sqrt(Lload1 * Cload1)) / 1e9\n", "f_load2 = 1.0 / (2 * np.pi * np.sqrt(Lload2 * Cload2)) / 1e9\n", "print(f\"Load 1 bare resonance: {f_load1:.4f} GHz\")\n", "print(f\"Load 2 bare resonance: {f_load2:.4f} GHz\")" ] }, { "cell_type": "markdown", "id": "6153a40c", "metadata": { "id": "380b1661cd7647adbeb3aea8fd949e56" }, "source": [ "We now define a coarse frequency spectrum that the system will later refine." ] }, { "cell_type": "code", "execution_count": 5, "id": "54228e89", "metadata": { "id": "134fb823feaa4f34b66ac906126862d8" }, "outputs": [], "source": [ "freq = rf.Frequency(6e9, 9e9, 400_001, unit=\"Hz\")\n" ] }, { "cell_type": "markdown", "id": "c38af090", "metadata": { "id": "2b25dad3f7104631949d709924dc3a7e" }, "source": [ "### 1a. Inspect the CPW network\n", "\n", "If you'd like, you can inspect the properties of the CPW network before performing the LC fit." ] }, { "cell_type": "code", "execution_count": 6, "id": "c64da70f", "metadata": { "id": "5db6edc137df4f8da167df0bc4fb3402" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPW resonance (S11): f0 = 7.4268 GHz\n", "CPW resonance (S22): f0 = 7.4212 GHz\n", "CPW resonance (S12): f0 = 8.1298 GHz\n", "CPW resonance (S21): f0 = 8.1298 GHz\n", "CPW linewidth (S11): \u03ba = 104.3107 MHz\n" ] } ], "source": [ "cpw_net = cpw_resonator_network_2port(\n", " freq, d, Cc1, Cc2, Ctog1, Ctog2,\n", " cpw_params=cpw_params, Z0=50,\n", ")\n", "\n", "# S11 resonance\n", "f0_cpw_s11 = resonance(cpw_net, m=0, n=0)\n", "f0_cpw_s22 = resonance(cpw_net, m=1, n=1)\n", "f0_cpw_s12 = resonance(cpw_net, m=0, n=1)\n", "f0_cpw_s21 = resonance(cpw_net, m=1, n=0)\n", "\n", "k_cpw = fwhm_from_trace_db(cpw_net, m=0, n=0, kind=\"dip\")\n", "print(f\"CPW resonance (S11): f0 = {f0_cpw_s11/1e9:.4f} GHz\")\n", "print(f\"CPW resonance (S22): f0 = {f0_cpw_s22/1e9:.4f} GHz\")\n", "print(f\"CPW resonance (S12): f0 = {f0_cpw_s12/1e9:.4f} GHz\")\n", "print(f\"CPW resonance (S21): f0 = {f0_cpw_s21/1e9:.4f} GHz\")\n", "print(f\"CPW linewidth (S11): \u03ba = {k_cpw/1e6:.4f} MHz\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "89ed8ab8", "metadata": { "id": "2f5cfa1a2687430e9ac018beb2a9655d" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cpw_net.plot_s_db()" ] }, { "cell_type": "markdown", "id": "ab668f69", "metadata": { "id": "2da5440c4fb941db9c8da1091a666dc4" }, "source": [ "We can plot Re(S11) and Im(S11) to get a feel for the behavior of the CPW system." ] }, { "cell_type": "code", "execution_count": 8, "id": "2e32ed89", "metadata": { "id": "47d656e5db884f5ba8f1eeb799c821e2" }, "outputs": [ { "data": { "image/png": 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UMfZhM73wOTs/7bIK+/bNFgIpIH688Yb1MAqu+rTLtO3b34BLv4G4Y4MnI90/Oz0WMNv/T4Ghc2gInVvbme2TXtBtX2AjZr3++uvuw5OFx6FscHYgm6puwbNdChpOyAwAccNaYaxZ498+6STv53nn+UPmgGAIQGKwquLLLrvMzWTzfXnfrFkz10JsxowZGjVqlHbs2KFjjjlGLVq0cPPbfEP9LCy2Vhu22PlRoPPPP19z/75a98MPP3RXjk2ePNktgez5HnrooaDWGxY6n3XWWYqmfEeO1qgYUef7dmKtb2JtpNi3MBbU+KqdfJcJp7ce7ctoc5N9iPUFzqFL6dLh35dB03cAueSFF6T/+7/g/3dHjpT+/kYYQJzKKOi2id0hw1ji9hwrhlgvZruUctiwYUG3Wy/mWrVquX5/R2MtMKyauHXr1q5lRjiee+453XbbbW4Yt33gyq5k/J0BiPEq5tq1/XMq7POy/Zw5U2rd2rv92GO9Vm9coYM4cuDAAS1fvtyt16xZM00LiGR38OBB1zLDgt4b7WraKDvttNPcjI30rjDLyu80p+dZVDLDr0kTrydzuAO3fD0rjxZIZ2V9927/smuX99NeK5J8H2YDL73PDguZ7cOwLdYI3rcezjYBNZC5118PDpgtoJg2zft7C0B8sw/ddlURVxblibp166bpvXzo0CHXL9A+nITDqmWstYa1xMiqfIQsABLJr78GzwaxgNkEnqNu2mSJjXT88Xl/fAAiwuZZDBo0SMOHD1evXr3cgL9o+fjjj10Ls9tvv13RRsiM7LH/gayHcqQHa/kGMAWGzpn9DHefnTtzP7y26quNG70lq+y/oy9wth6gFqBlttg+fJOIZGGVINdeG3wCb5cf1qoVzaMCgLjUrl07V+WyZcuW1IriKVOmaNeuXWrfvn3YrTKsIrpVq1Zh7W/DaN58803VqFFDFaxCHQASxYoV/vUTT/SvW1GRtc7w3f/NN4TMQIKxCmabPbF+/fpM50lE2s6dOzV27Fg3XyPaCJkRPwOYcvNDiYXXVkG9Y0fGy/btmd/v2+fgwZwfj2/y8Lp14T/G+v6Ehs92KZYNw7GlcmXvp00wpVIa8com9tqQP9//Z9Z3mYAZALKtd+/eGjFihDp16qT777/fDQLs37+/224SUHlnVTmvvvqquxw0kPUPnDp1qvtgZVU8oT777DM98cQTrldz9erV3Yev0aNH64svvgirFQcAxJVVq/zr1asH33fGGcEhczo97AHEfzVztHXu3FmxgpAZyck3RNCWnEwo91VaW9hsiw0+tMWms/vWM9vOybDFP//0lsBpxhmxymdf+BwYQNti37hZZaiF0VG8xANI9+qArl39A0Wt4v/DDwmYASAHbDjN7Nmz1a9fP3Xr1k0pKSlueE1oj2ZroWFLqEmTJmnv3r0ZtsqwXs32OPvQ9fvvv7vnt/B6+vTpatOmTcTeFwBEReBVrPYZKzRk9n25ZvOPACDBETIDuVVpbSFtdkK00OD599+lLVvSX+w+a/WRVX/84S2LF2e8j7XfsEu4bOKpLRY8B67bfZFujwIEevhh6dtv/dsvvSQ1ahTNIwKAhFC7dm03+TwzY8aMcUuo66+/3i0ZsUEyFigDQFKwgX4+ocVLp5/uX//++7w7JgCIEkJmIJqsjYWF01kJqK1yOqMg2r5JtxMdW9av926zautwHDjgDa4IHF4Rytpx1KyZ/mLtO4DcsnCh9MQT/u1bbvHaZgAAAACxWMkc+pnulFP86zZk3gYA2ucpIA4EDrKz1lmFmAkV9w4GtEArUKBARF6DkBmINykpXouLcBrLW3BsJzQWOPvCZ18A7fu5Zo0XRofDToxsmTcv/ZYc1sbAAuc6daT69b3FBmBE6C8wJCi7PPuGG7yfxv5MBQbOAAAAQKxXMtvnoypV/HN3rJr54ovz9viAbLIQ0noOWzBpg+0qV66c7iwGxIeDf/8ejf0eA79EyE38CQESmX3baCc2tmTGekNb2GyDK1av9i++bbtv//7wWnJ8+WXaam1f6FyvnvfTvtW38NnajQChxo6VFi3yb7/8Mq1aAAAAEFusoMeuMPVJ7+rUU08lZEbcqlKlilavXq39+/drpQ1kR9zLly+f+71GCiEzAK+ndO3a3pKew4e9CmZrpWGDBpcv9y+2vWNH5n2n//c/bwlUurR02mlS48ZevzJb7PUZPpjcdu+WBg70b//jH9K550bziAAAAIC07PNRoPRaYVjI7OtTT19mxJlixYrphBNO0Lp164JaLSA+FSxY0AXM9nuN2GtE7JkBJA4Lfu3yL1uaNw++z3o+WwWzL3BetkxaskT68UfvtnQm0zvbt0tz53qLT4kS3mC3Zs281zn7bKlixci+N8SW557zX3ZoX34MGRLtIwIAAAAy78dcrpx3BWd6IbMPITPikAWStWrV0uHDh3Uoo8/2iIv2J/nzoKCPkBlAzljLiwoVvMXC4dAqZgudLXC2xcLnxYu9MDq9gYS7dkmff+4tw4Z5t1mfZ1/gbBWtJ59Mm41EtWeP9Mwz/u3+/cPrPQ4AAADEUj/m9EJm+yxkLTYYoIY4ZAFlXoSUiG+EzAAix77Nt/7LgZOVfWGytc/49ltp4ULvp510pffNqAXStowZ421b/6CLLvIv6fU+Q3x66SX/EEqrareQGQAAAIhFgf2Yjzkm/X2sQMZCZQuXbcaNFeDYjBoASECEzADyngWIVp0c2HrDhg/aJWRffy198YU0b543cDCUDc549VVvMQ0aSK1aSR07es/HxNv4ZD2+fNXrpndv77JDAAAAIBZt3epfL18+/X0sYLbh5775NPZ5h5AZQIKi1h1AbLD+u02bSrfeKk2YIK1e7S22fsst3pDA9NpkWPuN4cOlFi28quZrr5UmT/YGyCF+TJ3q/b5N4cJUMQMAACB+QubMiiMCr+r84YfIHhMARBEhM4DYdfzx0hVXSCNGeC01rJXCxIleleuJJ6bd3wYQWoXzpZd6PaIvu0x67z3v0jTEtv/8x7/erZtUuXI0jwYAAADInH32OFolc2jIbAUyAJCgCJkBxA87ebMA8oUXpBUrvMXW27dPO815714vkO7c2RvE0aePN1AwvYGDiK6VK6UZM/zb9iUCAAAAkAiVzNbez4dKZgAJjJAZQPyyamYLJK3Vgg3eePtt6aqrpLJl054Ajh4tnXuu1wPtueekP/+M1lEj1Msv+8P/OnW83xMAAACQaO0yrLhi587IHhcARAkhM4DEGSbYtav02mvSpk3S9OlSz55SsWLB+/30k3TbbVKVKtINN/iHcCA6LFy2vts+N96Yfu9tAAAAIB7bZVStKpUu7d/+8cfIHhcARAkhM4DEY1Oc27SRxo3zAmf72bp1cHi5Z4/00ktSo0ZSu3bSp5/SSiMavvtOWr7cW7ffj/XgBgAAABKlktnOcWmZASAJEDIDSPwKZ6totp6/1sN5wADpmGOC97Gq5/PPl5o3l6ZNI2zOS2++6V+3NhkM/AMAAEAihcwmMGRm+B+ABEXIDCB51KghDR0qrVkjjR8vnXFG8P3z53tDBC1w/uKLaB1l8rAwPzBkvvzyaB4NAAAAEJ79+6Vdu8JrlxHal5lKZgAJipAZQPIpUkTq0UP66ivp44+liy8Ovv+zz7yq5k6dpKVLo3WUic/6Ya9a5a3nzy916xbtIwIAAACyVsVsQgePZxYyU8kMIEERMgNIXtYfrWVLaeZM6ZtvvCrmQO+/750QDhzo9XBG7rLWJD5nny1VrBjNowEAAACyHjLboPGUlPDbZWzZ4s2NAYAEQ8gMAKZJE2nqVG8A4Fln+W8/cEB67DGpXj3vfkQmZG7bNppHAgAAAESmH7Nvn8DZI7TMAJCACJkBIJANn5s3T5o8Wape3X+7tXXo0EG69lpp+/ZoHmFi2LbN64Ht065dNI8GAAAACF/g54EyZcJ7DMP/ACQ4QmYASK+NRufO0o8/eq0yChXy3/fqq9Kpp0pz5kTzCOOftSg5fNhbr1RJatgw2kcEAAAAhGfHDv96qVLhPYbhfwASHCEzAGTE+qsNGeKdBFrPYJ/Vq6ULL5QeesgflCJrZs0KbpVhwT4AAACQqCEzlcwAEhwhMwAczckne72ahw71VzUfOSINHixdckna6dI4Ovvv6WOBPQAAABCP7TJKl856JbNdMUmxCoAEQ8gMAOEoUEAaMED6+msvdPaZPt0bGmgnigjPhg3SL7/4t887L5pHAwAAAES+ktkGifuu3tu9W/rtt8gcGwBECSEzAGRFo0Ze0Ny1q/82O0E85xzpk0+ieWTxWcV84olS1arRPBoAAAAg8iFz0aJSzZr+bVpmAEgwhMwAkFV2IjlxovTUU1L+v/8a/fNPqVUr6Y03on10sS8wjD///GgeCQAAAJA3IbNh+B+ABEbIDADZYZe63XmnNHmyV5Vg9u+XrrxSevnlaB9d/ITMtMoAAABAsoTMDP8DkMAImQEgJzp2lObOlY45xj8QsFcv6b//jfaRxSar+F6yxL9NyAwAAIB4QyUzAKRByAwAOXXmmdIXXwT3Fr7xRumll6J5VLFpwQL/eoUKUo0a0TwaAAAAIDqVzMuWSfv25e5xAUAUETIDQG6wIR5W0Xz88f7bbrpJeu+9aB5V7PnmG//6GWf4J2wDAAAA8WL79uyFzPaZoUgRb/3gQWnp0tw/NgCIEkJmAMgtJ53kBc2+iubDh6UrrpDmz4/2kcVuyAwAAADEcyVz6dLhP65gQalePf82LTMAJJCkCZmXL1+udu3aqUSJEqpQoYL69u2r3bt3Z/qYlStXKl++fBkuGzZsSN23RYsW6e7z9ttv58G7AxAzTjxR+vBDqUwZb3vvXumSS+wvoWgfWWwgZAYAAECytsswDP8DkKAKKgls375dLVu2VOXKlTVx4kRt3bpV/fv316ZNmzRp0qQMH1epUiXNT6cC8YorrlC5cuXc/YGaNWumZ555Jui22rVr5+I7ARAXrDphyhTpoou8Pmtbt0pdungVzSVKKGlt3CitXevfJmQGAABAvLE2F3v2ZD9kZvgfgASVFCHz6NGjtWXLFi1YsEAVK1Z0txUtWlRdu3bVwoUL1bhx43QfV6RIERccB/rpp5+0atUq9evXL83+pUuXTrM/gCR1zjnSuHFS9+7+KoVevaQ33kjePsSBVczWu/rYY6N5NAAAAEDW7dwZvE0lMwAkT7uMadOmuUpmX8BsOnbs6FpnTJ06NUvPNW7cOBUoUEA9evSIwJECSCjdukn33uvffustKeRqh6SyaJF/vUmTaB4JAAAAkPNWGVY8Urx49iuZV60Kfj4AiGNJETIvWbJEdevWDbqtYMGCrpWFVSaH68iRIxo/frwLrENbZZh58+a54Lpw4cI688wzNXny5Fw5fgBx7JFHpNat/dsDBgSHrckksFLj1FOjeSQAAABA9gSGwiVLSvmzGKtUqRI8LPDHH3Pv2AAgipIiZN62bZvK+IZwBShbtqzrzxyuzz//3A0DvOqqq9Lcd95557l+zFY1/eabb7rnvvTSS/X666+H9dxVq1bNcAkcMAggzhQoII0f77WHMAcOSD17Sn/9paQT2HMu8DJBAAAAIF5s3579Vhm+6mf6MgNIQEkRMucWC4yLFSvmwuNQDz/8sG644QYXNnfp0kUzZszQOeeco4EDB0blWAHEkHLlpLFj/b2YlyyR7rlHScUGIC5b5t8OPLEGAAAA4rWSOTsImQEkoKQIma2q+M8//0y3wrmchT9h2L9/vyZOnKhOnTq5lhhHky9fPnXv3t0NCbShg0ezdu3aDJf0WnMAiDMtWkh33eXfHjFC+uILJY2ff5YOHfLWU1KkmjWjfUQAAABA1u3enfOQmeF/ABJQUoTM1o85tPfyoUOHtGzZsjS9mjNibTCstUZ6rTLCCZwBwPVnDuxF3Lu31z4jGQRWaNSr57URAQAAAOI5ZM7q0L+MKpmPHMn5cQFAlCVFyNyuXTvNmTMnqKJ4ypQp2rVrl9q3bx92q4yKFSuqVatWYe1/+PBh15u5Ro0aqlChQraPHUACKVxY+s9//G0zrGrh6aeVdCEzrTIAIKqWL1/uzo/t6jw7T+3bt692B4YmGbj22mtd8UToMmzYsDT7jhs3TvXq1VNKSor7Ge6cEgCIebt25TxkDqxk/uMPadOmnB8XAERZUoTMvXv3dm0xrNXF9OnTNX78ePXp08dtN2nSJHW/Xr16qWDBgmkev337dk2dOlWXX355uvd/9tlnuuSSS/Tyyy9r9uzZrq2GhdFffPGFhg4dGvH3ByCONG0q9e3r3x48WFq1Sgkv8DJAhv4BQNTYeW3Lli3dFXp2zvrss89q0qRJuuaaa8J6fLVq1TR//vygpacNtA3wzjvv6Oqrr3bnx3bubUUddjXg+++/H6F3BQBxVslctqxUpYp/m77MABJA2sQ0AZUpU8aFv/369VO3bt1cRYX1Sw6turAWGraEshPvvXv3Ztgqw3om2+MGDRqk33//3T2/hdd2Ut2mTZuIvS8AcerRR+0TuLRhg7R3rzRokPTaa0poNuzQh5AZAKJm9OjR7uq+BQsWuKv0TNGiRdW1a1ctXLhQjRs3zvTxdp7brFmzTPexc2IbhP3kk0+67QsuuEBLly51A7E7duyYi+8GAKIcMocxrylDdk68bp0/ZL744pwfGwBEUVJUMpvatWtrxowZ7lLAP/74Qy+88EKaAX5jxozRkXR6IV1//fXu9jPPPDPd565Zs6YLlNevX+8GBO7YscOF2gTMANJVurT0+OP+7XHjpIULlbD27Quu1j755GgeDQAkNZszYpXMvoDZWPBr58V25V5OrVy50s1C6dGjR9DtVu28ePFiNxQbAJTslcyhLeQY/gcgASRNyAwAMcWujGjUyL99552JO/BjxQr/e7O+1CecEO0jAoCktWTJkjSDr60dnBVkhA7KzihELlu2rAoVKqQGDRroxRdfTPP8JvQ1rC+zCec1ACDhezKnN/wPAOJcUrTLAICYkz+/N/Tvwgu97blzpQ8/lBLxCohly/zrNWtKBQpE82gAIKlt27bNtZILZcGx9WnOTKNGjVxLuPr167sB2m+88YZuuukm137jvvvuS31+E/oa9vzmaK9hqlatmuF9GzZscK3qACDuK5kDW8j9+KN0+LD3GQEA4hQhMwBES8uWUvv20gcfeNsPPyy1bi3ly6eEDZlr147mkQAAcuD2228P2u7QoYP7OWTIEHdfsWLFonRkABCHPZntig8LlS1c/usv6ddfvYIMAIhTfE0GANH00EP+9fnzpY8/VsL55Rf/eq1a0TwSAEh6VlH8559/prndKpDLlSuX5ee7/PLL9ddff+lHq8ILqFgOfQ1fhXM4r7F27doMF6qYASRMJXPRosGhMn2ZAcQ5QmYAiKYmTaS2bf3bgwcnXm9mKpkBIGZYr+TQvsiHDh3SsmXL0vRRzop8f1+F43uO0NfIqFczACRtT2ZDX2YACYSQGQCi7f77/euff+4tiYSQGQBiRrt27TRnzhzXR9lnypQprsdye2vhlEUTJkxwbTKsT7OpUaOG6tSpozfffDPNfrZPtWrVcuFdAEACVDKH9mUmZAYQ5wiZASDazjpLuugi//a//qWEsXOntHGjf5t2GQAQVb1793YtKzp16qTp06dr/Pjx6tOnj9u2oX4+vXr1UsGC/vEtq1at0vnnn69Ro0Zp1qxZevfdd12rDBv+9+CDD6qoXfb9t4cffliTJk3SgAEDNHfuXN1zzz1677339Mgjj+T5+wWAmO3JHFrJTLsMAHGOwX8AEAv695c++shbf/ddaeVKqXp1JVQ/ZjsJP+64aB4NACS9MmXKaPbs2erXr5+6deumlJQUde/eXcOGDUvTQsMWn5IlS7p+y0OHDtXmzZtVoEABnXLKKRo3bpx69uwZ9Fh7vldffVWPPfaYnnnmGVfdPHbsWHXp0iXP3icAxEUlc2DIbFf/7dsnFSmSs+cEgCjJd+RIojX/TDxVq1Z1P23YCYAEZVOl69WTli71tu+4Qwr5wB+X3nlH6trVW2/YUFq0KNpHBACpOMeKP/zOAERdyZL+vszW4iKw5UVW2Zd59nx//eVtf/ONN7MFAOLwPIt2GQAQC/Lnl/r182//97/BQ0XilVVk+yRCZTYAAACSl9Xo5WYlc4ECUqNG/u2FC3P2fAAQRYTMABArrrnGrmP21rdvl0KGJsUlQmYAAAAkir17vaA5t3oym8DK5QULcv58ABAlhMwAECvsJNWCZp+XXlLcI2QGAABAogisYs6NSmZDyAwgQRAyA0As6dXLvz5/vvTTT0qYkLlatWgeCQAAAJB7IXO+fFLRorkbMi9e7O/PDABxhpAZAGLJqacGn2jGczWzXUpIJTMAAAASReDMlGLFvKA5p04+2V8RffCg9P33OX9OAIgCQmYAiOVq5rFjpQMHFJe2bZN27vRvEzIDAAAgUSqZc6Mfs2/43+mn+7dpmQEgThEyA0Cs6dHDf+ndli3SRx8pLgVWMZcq5R9qCAAAAMR7yJwb/Zh9zjjDv07IDCBOETIDQKwpXVrq0MG//cYbikuhrTJy43JCAAAAINFCZob/AUgAhMwAEIsuv9y//u670t69ijurVvnXaZUBAACAROrJHKmQecmS4DAbAOIEITMAxKK2bf193nbskD78UHGHoX8AAABIJJHoyWxOOsm7mtEcPiwtWpR7zw0AeYSQGQBikfVk7tQpvltmrFnjXz/++GgeCQAAABC77TLy55caN/Zvf/NN7j03AOQRQmYAiIeWGVOmxF/LjHXr/OtVqkTzSAAAAIDYDZlDh/99+WXuPjcA5AFCZgCIVa1aSSVL+k9o58xRXCFkBgAAQCKJZMh89tn+9S++yN3nBoA8QMgMALGqSBGpdWv/9tSpihuHDkkbN/q3CZkBAAAQ7/76K7i9XW4666zgtnOBrecAIA4QMgNALLvkkuCWGUeOKC5s2uQFzT6VK0fzaAAAAIDYDpmPOUaqWdO/PX9+7j4/AEQYITMAxLJ27aR8+bx1q2b4/nvFhfXr/evlyuX+STgAAACQSCFzaMsMQmYAcYaQGQBimVU0BF46Z9XM8YB+zAAAAEg0eRky05cZQJwhZAaAWNehg3/9gw8UFwiZAQAAkGgiHTIHFpd8+23w6wFAjCNkBoB4aJnh88030vbtiquQmX7MAAAASASRDpnr15dKlvTWDx6UFizI/dcAgAghZAaAWNeggVSxorduw/Q++UQxj0pmAAAAJJq9e/3rKSm5//wFCkjNmvm36csMII4QMgNArMufX7rwQv/2Rx8p5hEyAwAAINFEupI5tGXGvHmReQ0AiABCZgCIB4TMAAAAQOKHzM2b+9c/+0w6fDgyrwMAuYyQGQDiwUUX+dd/+klav14xjZAZAAAAiSYvQuazz5YKFvTWt22TfvghMq8DALmMkBkA4kG1alLNmvFRzbxnj7Rjh3+bwX8AAABIBHkRMpcoIZ1xhn977tzIvA4A5DJCZgCIx5YZn36qmLVpU3A/6QoVonk0AAAAQPyEzKZFC/86ITOAOEHIDADx4txz/euff66YtXmzf90CZpuSDQAAAMS7aITMn3xCX2YAcYGQGQDixTnn+NeXLpW2bFHMVzJXrBjNIwEAAAByx5Ej0r59/u2UlMi9Fn2ZAcQhQmYAiBcnnCBVrerf/uILxXzIfOyx0TwSAAAAIHfs3Ru8HclKZvoyA4hDhMwAEC/y5ZOaN4/9lhmB7TIImQEAAJBorTIiHTIb+jIDiDOEzAAQry0z5s1TTKKSGQAAAIkmmiGz9WU+dCiyrwcAOUTIDADxGjIvWJD2ZDcW0JMZAAAAiSbwvLtQocgPt7a+zPY6vr7M334b2dcDgBwiZAaAeHLKKVLJkt76gQPSwoWKOVQyAwAAIJFD5khXMfv6MlvQ7PPhh5F/TQDIgaQJmZcvX6527dqpRIkSqlChgvr27avdu3cf9XHXXnut8uXLl2YZNmxYmn3HjRunevXqKSUlxf18/fXXI/RuACQtq5gIHAJi1cyxhp7MAAAASDR5HTKb1q3964TMAGJcQSWB7du3q2XLlqpcubImTpyorVu3qn///tq0aZMmTZp01MdXq1ZNb7zxRprbAr3zzju6+uqrddddd6lt27aaNm2arrrqKpUsWVIdO3bM9fcEIIk1aSLNnh27ITPtMgAAAJBo9u7N+5C5TRvpvvu89fnzLdyQSpfOm9cGgCxKipB59OjR2rJlixYsWKCKfwceRYsWVdeuXbVw4UI1btw408dbZXKzZs0y3WfQoEHq0qWLnnzySbd9wQUXaOnSpRo4cCAhM4DcD5l9vvlGMcVaeGzd6t+mkhkAAACJVsmckpI3r9mwoVe0YVcK2uA/KzTp0iVvXhsAsigp2mVYVbFVMvsCZmPBr7XOmDp1ao6ff+XKlfrpp5/Uo0ePoNt79uypxYsXa9WqVTl+DQBIFdguY9kyr6IhVmzZErxNJTMAAAASQTTaZeTPL7Vq5d+mZQaAGJYUIfOSJUtUt27doNsKFiyo2rVru3A4nBC5bNmyKlSokBo0aKAXX3wxzfOb0NewvswmnNcAgLBZu57y5f3bsTRpOrBVRpkyUpEi0TwaAAAAIH5D5vT6Mh85knevDQBZkBTtMrZt26YyFnaEsODY+jNnplGjRmrSpInq16+vXbt2ud7MN910k2u/cd/fvZHs+U3oa9jzm6O9hqlatWqG923YsEGVKlU66nMASBL58nktM3yVDNYy44ILFBPoxwwAAIBEFK2QObCSeeVK6ZdfpNq18+71ASBMSREy58Ttt98etN2hQwf3c8iQIe6+YsWKRenIACjZW2b4QuZYGv5n/eJ86McMAACARBGtkNkKN047TfruO2/bWn727593rw8AYUqKdhlWUfznn3+mud0qkMuVK5fl57v88sv1119/6ccff0x9fhP6Gr4K53BeY+3atRkuVDEDyHT4XyyFzIE9mY85JppHAgAAAMR/yGz+LnZz3nsvb18bAMKUFCGz9UoO7Yt86NAhLVu2LE0f5azIZ5esB/RiDn2NjHo1A0COWTWDz2+/STt3Kib8/rt/vUKFaB4JAAAAkBghc6dO/vXPPw8+5waAGJEUIXO7du00Z84c10fZZ8qUKa7Hcvv27bP8fBMmTHBtMqxPs6lRo4bq1KmjN998M81+tk81G9IFALnp+OOl0qX924sXKyb88Yd/PXA4IQAgZixfvtydH5coUUIVKlRQ3759tXv37kwfs2PHDg0ePFhnnXWWu0qvfPnyuvDCC/W5hR0hqlev7ooxQpcFsXTlDQBk1d69/vWUlLwvMPHNcTp8WPrgg7x9fQAIQ1KEzL1793Ynw506ddL06dM1fvx49enTx23bUD+fXr16qWBBf5vqVatW6fzzz9eoUaM0a9Ysvfvuu65Vhg3/e/DBB1U04NvLhx9+WJMmTdKAAQM0d+5c3XPPPXrvvff0yCOP5Pn7BZAE7EqKU0/1b3//vWICITMAxLTt27erZcuWbjD1xIkT9eyzz7pz2GuuuSbTx61evVovvPCCe6wVUrz22msqXry4WrRooY8++ijN/l26dNH8+fODFq7uAxDXolnJbOf+HTv6t2mZASAGJcXgvzJlymj27Nnq16+funXrppSUFHXv3l3Dhg1L00LDFp+SJUu6fstDhw7V5s2bVaBAAZ1yyikaN26cevbsGfRYe75XX31Vjz32mJ555hlX3Tx27Fh3gg0AEWEh82efxW7ITLsMAIg5o0ePdlf3WVVxRRsm5bKSouratasWLlyoxo0bp/s4O7ddsWJF0NDrVq1aqUGDBho+fLguuuiioP3tuZs1axbhdwMASRIy+1pmjBzprdsAcDueaBwHACRzyGxq166tGTNmZLrPmDFj3OJj1c9WvRwuqwA5WhUIAOSaU07xr8dKyBzYH45KZgCIOdOmTXPVyL6A2XTs2NG1zpg6dWqGIbNVLYeyKwAbNmyon3/+OaLHDAAxIdohc4sWUqlS1r9I2rNH+vhj6ZJL8v44ACCZ22UAQEIKbZdx5IiijnYZABDTbDB1aNsKC4utICN0iPXRHDhwIMM2GDarxCqkbbGWGp9++mmOjx0AkjpkLlxYatvWvz15ct4fAwBkgpAZAOJVgwb+datoWL06mkfjhdyEzAAQ07Zt2+ZayYWyFnHWpzkrHn30Ua1bt079+/cPur1Dhw567rnnNHPmTL3yyivas2ePGxIYbtBctWrVDJcNGzZk6RgBIGFCZnPppf71d96R9u+PznEAQDK3ywCAhFOypHTiidKvv3rbP/wgVasWvePZtcvK2vzbhMwAkLAmT57sBlzbMOwzzzwz6L4RI0YEbduwbZtr8sADD7gB2QAQl2IhZG7fXrLe+NYu488/pVmzvNsAIAZQyQwA8SyW+jIHVjHnz29TV6N5NACAdFjF8p8WTKRT4WzzSMJhQXGPHj3Uq1cvFxwfjbXMsL7P33zzTVjPv3bt2gyXSpUqhfUcAJDr9u71r6ekROcYrD9+x47+7TfeiM5xAEA6CJkBIFFaZmSxl2ZEh/6VLSsVKBDNowEApMP6J4f2Xj506JCWLVuWbm/lUAsXLnSBcdu2bTVq1KgsvXa+fPmyfLwAEDNioZLZXH65f/2994KPCwCiiJAZAOJZnTr+9Z9/juaR0I8ZAOJAu3btNGfOHG3ZsiX1tilTpmjXrl1qf5RLrn/++We1adNGp59+uiZMmKACYX6ZaD2Z33///TRtNQAgrsRKyNymjVSqlLe+c6c0fXr0jgUAAhAyA0Aihcw2fC9aCJkBIOb17t3btcWwPsnTp0/X+PHj1adPH7fdpEmT1P2sFUbBgv7xLZs3b1arVq1cNfJ9992nRYsW6csvv3TLd999l7qfhc/WSuO1115zYfa4ceN07rnnavXq1Xr44Yfz/P0CQMKFzNaqo3Nn//abb0bvWAAgAIP/ACBRQmYbvLd+vVSlSnSOhZAZAGJemTJlNHv2bPXr10/dunVTSkqKunfvrmHDhqVpoWGLz5IlS7RmzRq33rp166B9q1WrppUrV7r1GjVqaOPGjbrjjjtcn+eSJUuqefPmGjlypJo2bZon7xEAEjpkNldcIY0d662//760fbtUunR0jwlA0iNkBoB4VqKEVLWqTUnyVzPHQshcoUJ0jgEAcFS1a9fWjBkzMt1nzJgxbvFp0aKFjoRxtUyzZs1cBTMAJJxYCpkvukiqWNEuM/EGElo18003RfeYACQ92mUAQLyLlb7MgYP/qGQGAABAIomlkLlQIemqq/zbr7wSzaMBAIeQGQASKWT+6afoHQftMgAAAJCIDh+W9u+PnZDZXHedf/3LL6P7OQAACJkBIAHESiUzITMAAAASkbWkCB2+F20NGkgBA1upZgYQbYTMABDvCJkBAACAvGmVESuVzKHVzK+9Jh08GM2jAZDkCJkBIN7VretfX7dO2rEjOsexdat/nZAZAAAAiSJWQ+YePaQiRbz1jRulDz6I9hEBSGKEzAAQ7ypVkkqU8G8vXx6d49i2zb9etmx0jgEAAACIZMhcuLCUP0aiFDvn7tLFvz1yZDSPBkCSi5G/GQEA2ZYvn3TSSf7tFSuiMwwlsIK6TJm8PwYAAAAg0iFzrFQx+9x8s3995kxp2bJoHg2AJEbIDACJINohswXMR474twmZAQAAkChiOWRu3lw69VT/NtXMAKKEkBkAEkG0Q+Y///Sv2+WDJUvm/TEAAAAAyRYy21WNt9zi3x4zRtq9O5pHBCBJETIDQCKIdsgc2I+5dOnY6VMHAAAA5NTevf71lBTFnCuv9M7Bzfbt0uuvR/uIACQhUgAASASxVMlMqwwAAAAkkliuZDbFi0vXXeff/te/vJkpAJCHCJkBIBHUrOlfX7NG2rcveiGzTbkGAAAAEkWsh8zGWmb4rib86Sfpgw+ifUQAkgwhMwAkguOPlwoV8tZtAN9vv0WvXQaVzAAAAEgk8RAy25WNXbv6t594IppHAyAJETIDQCIoUECqXj16LTNolwEAAIBEFQ8hs7n7bv/6vHneAgB5hJAZABJFNPsy0y4DAAAAiSpeQuYmTaSWLf3bVDMDyEOEzACQKKIZMtMuAwDStXv37mgfAgAgWUJmc889/vUpU6Qffojm0QBIIoTMAJAoYqWSmZAZAFJVqlRJN9xwg7744otoHwoAILv27o2fkPnii6VGjfzbDz0UzaMBkEQImQEgUdSo4V9ftSpvX5t2GQCQrgsuuEBjx47Vueeeq7p16+qpp57Spk2bon1YAIDsVjKnpCim5csnPfigf/udd6TvvovmEQFIEoTMAJAoqlULDpmPHMm716aSGQDS9d5772nt2rV64oknVKBAAd1zzz06/vjj1aVLF02ZMkWHDx+O9iECABKpXYbp1Elq3Ni//cAD0TwaAEmCkBkAEjFk3rlT2r49716bnswAkKGKFSvqzjvv1OLFi/Xll1/q+uuv19y5c9W5c2dVrVpVAwYM0LJly6J9mACARAmZrZr54Yf921OnSl99Fc0jApAECJkBIFFYm4rixaPTMoN2GQAQljPPPFMvvPCCq26+8sortXHjRj355JOulUaLFi00c+bMaB8iACDeQ2bTtq3UrJl/e+DAvL3SEUDSIWQGgERhFQuhLTPyCu0yACAsK1as0MCBA1WnTh29/vrrOu6441wLjUGDBmn58uVq27at69sMAIgh8Rgy22eDIUP82x9/LE2bFs0jApDgCJkBIJGccIJ/ffXqvHnNAwek3bv924TMABBkz549euWVV3Teeeepdu3arnK5YcOGeuedd7RmzRoNHTpUgwcP1m+//aZOnTpp+PDh0T5kAEC8h8zmwgulNm3823fc4Z27A0AEEDIDQCKJRiVzYBWzIWQGgFTWf9mqlXv16uUCZQuTV65cqalTp7qezDYM0KdQoULq2rWrNm3aFNVjBgCE2Ls3PkNmM2yY5Pu3ZulSafToaB8RgARFyAwAiSTaIXPhwvF34g0AETR+/HjXAuPDDz/Ur7/+6tpiVKlSJcP9mzdv7qqeAQAxWsmckqK4Ur++dNNN/u0HHwwe2g0AuaRgbj0RACBJ22WE9mO2/m8AAB04cEDz5s3Tscceq6pVq4b1mOrVq7sFABBD4rVdhs/gwdLrr0s7dkhbt0qDBkn//ne0jwpAgqGSGQASSTQqmQMrIWiVAQCpjhw5oqZNm+rtt9+O9qEAAJI5ZD7mGOn++/3bo0ZJX38dzSMCkIAImQEgUSuZN26U9u3L+0pmAIBTuHBhV8WcPz+n3AAQ1+I9ZDa33SY1aOCtHzki9e4tHTwY7aMCkEA44wWARFK5sn+wh1mzJvKvaZfd+RAyA0AQG+Q3adIkV9UMAIhTiRAyFyoUPPRv0SLpueeieUQAEgwhMwAkkoIFpcCBUnnRMiMwZC5ZMvKvBwBx5KabbtL27dvVunVrffDBB/r555+1evXqNAsAIIYlQshszj47eAjgAw9Iv/4azSMCkEAY/AcAidgywxdYrF2btyFzqVKRfz0AiCOnnnqq8uXL5yqZP/744wz3O3ToUJ4eFwAgTPb384EDiREym8cfl959V9q8Wdq9W7r2WmnOnOCrIQEgG5ImZF6+fLn69eunTz/9VCkpKbrsssv01FNPqXjx4hk+ZseOHXrmmWc0Y8YMLV261H1AaNSokQYPHqxzzjknaF+bAr4qnYrBb775Rk2aNInIewKAdAVWMq9bF/nXI2QGgAw98MAD7hwSABCn9u4N3o73kLlsWWnkSKlbN2/7s8+kf/1LuuOOaB8ZgDiXFCGzXaLYsmVLVa5cWRMnTtTWrVvVv39/bdq0yfXIy4hduvjCCy/o+uuv10MPPeQqTGy7RYsWLni+6KKLgvbv0qWL7r777qDb6tatG7H3BQAZ9mX2Wb8+8q9HyAwAGbJzSABAgrTKMCkpintdu0o9e0qvv+5tDxwotWkj1a8f7SMDEMeSImQePXq0tmzZogULFqhixYrutqJFi7pBLAsXLlTjxo3TfVyNGjW0YsUKFStWLPW2Vq1aqUGDBho+fHiakNmeu1mzZhF+NwBwFFQyAwAAALkjEUNmM2KENHeu93lh3z7p6qul+fOlIkWifWQA4lRShMzTpk1zlcy+gNl07NhRJUqU0NSpUzMMmdNrpVGwYEE1bNjQDW0BgJhEyAwAMefgwYPu/PHPP//U4cOH09x/3nnnReW4AABZCJktgM2fXwnB2ma8/LLUurW3/d13XsuM55+P9pEBiFMJ8rdj5pYsWZKmbYWFxbVr19ZPP/2Upec6cOCA5s+fn24bjDfffNNVSNtiLTWs/zMA5DlCZgCIKY899piOOeYYV6hw/vnn64ILLkizAADiIGSO937MoVq1km67zb/9739Lb70VzSMCEMeSopJ527ZtKlOmTJrby5Yt6/ozZ8Wjjz6qdevWuZ7OgTp06KAzzzzTDQC0+62dxoUXXuimiIdTmVK1atUM79uwYYMqVaqUpeMEkMQCQ+aNG618zr5Zi9zrETIDQIZsnsegQYNcAcLFF1+sgQMH6p///KcKFy6sl19+WdWqVdPNN98c7cMEACRjyGyefFL64gvpm2+87RtukE47TapVK9pHBiDOJEUlc26ZPHmyHnnkET344IMuUA40YsQIXX311Tr33HN1xRVX6JNPPnEfGmyiOADkqcAvpeyS7M2bI/t6hMwAkGnI3Lx5c82ePVs33XSTu619+/YaOnSoFi9e7IoT9u/fH+3DBAAka8hcuLBXvewrzNu5U+rWTdq1K9pHBiDOJEXIbBXL1v8uvQrncuXKhfUcc+fOVY8ePdSrV6+wgmNrmWF9n7/xfRt4FGvXrs1woYoZQJbYyW/g322RbplByAwAGVq2bJkbNm3y5cuX2p/ZWAsNC56fe+65qB4jACATe/cmdshsqleXxozxb3//vXTNNV7BCgCEKSlCZuufHNp7+dChQ+6kP73eyqEWLlzoAuO2bdtq1KhRWXpt34cJAEjIvsxHjhAyA0AmihQp4ooPjA2dNlu2bEm9v3LlylqxYkXUjg8AkIVK5pQUJaxOnaQBA/zbkydLDz4YzSMCEGeSImRu166d5syZE3RCP2XKFO3atctdrpgZmwLepk0bnX766ZowYYIKFCgQ1mvu2bNH77//fpq2GgCQUCHz7t1e0OxDyAwAQax9mi9Etj7MJ554ombOnJl6v7XRsIrmvLZ8+XJ3jmzBd4UKFdS3b1/ttr/TwzBu3DjVq1dPKSkp7ufrr7+e7rBs6z9tIXqxYsVcSzkr3ACAuJPo7TICPfqoDZzybw8ZIk2YEM0jAhBHkiJk7t27t2uL0alTJ02fPl3jx49Xnz593HaTJk1S97NWGAUDhmNt3rxZrVq1ctXI9913nxYtWqQvv/zSLd99913qfhY+WyuN1157zYXZduJtJ9KrV6/Www8/nOfvFwBUubJ/ff36yL1OYBWzKVkycq8FAHHIBkG/8847qds2w8POGVu2bOmGAb711lvqZr0v89D27dvd69sA7IkTJ+rZZ5/VpEmTdI1dGn0U9l7sPVxyySXuvNoKNq666ipXXBHojjvucG1AbJaJ3VeyZElddNFF7vwYAOJKMoXM+fNL9sVhgwb+2667Tvrkk2geFYA44U9UE1iZMmVclUi/fv3cSbxVXXTv3l3Dhg1L00LDFp8lS5ZozZo1br1169ZpqlJWrlzp1mvUqKGNGze6k2nr82wn0TbgZeTIkWratGmevEcAiEolc2DIbCfdhQpF7rUAIA7deeedrmhh3759rnWGVff+/vvvrvrXrpC74YYbNMQqxfLQ6NGj3RV+CxYsUMWKFd1t1tLDekdbtXHjxo0zfOygQYPUpUsXPfnkk277ggsu0NKlS937svZyZv369a7F3NNPP+2KPczZZ5+tk046SU899ZQbmA0AcSOZQmZf0Yh9cWhXZf/+u7Rvn2R/v3/6qdSwYbSPDkCih8x22V9WWXVwXvafq127tmbMmJHpPmPGjHGLj1WXHAm8DDwDzZo1cxXMAJDUITOtMgAgDRvgHDjE2a6as5A1mkHrtGnTXCWzL2A2FhBb64ypU6dmGDJbgYXNORk8eHDQ7T179tQVV1yhVatWuUIMawdiww3tNh9rmdG5c2f3/ITMAOJKsoXMpkYNL2i+8ELv/ds5f5s20rx5FgBF++gAJHLIfMIJJzDgDgBiCSEzACADdrVeaGsMC7+tKCN0WHbo40zo4Gzry2zssRYy237ly5cPCrF9+1kV9V9//ZU6DBEAYl4yhszmrLOkSZO8KuaDB6WNG6VWrbyK5sDWfACQmyHz3Llzc+NpAAC5JfDEb8OGyL0OITMAhGXZsmVu2N4ff/yR7pVy4fRDzi3W3s3ayYUqW7as69Oc2eNM6GPtccb32Mye39673Z9ZyFy1atUM79uwYUNQZTgARNzevckZMpu2baVXXrGBAt62XY1+wQWSXclN0AwgGXsyA0DSOe44//qff3q91IoUyf3XIWQGgExZKGoBss0HMekFzHZFYF6GzACAbFYyp6Qo6Vx1ldeb+Z//9LaXLSNoBpAuQmYASETHHBO8vWmT9TbK/dchZAaATN18881udof9tCF55cqVi/YhuYriP+0LyBBWYVyrVq1MH2fssYHVxr4KZ997y+z5LVD3PU9G1q5dm60qZwCIiGRtlxHo9tulAweku+8ODprtC9TANn0AklrEQubPPvtMQ4cO1ddff+1OMkOrNuwE0waCAAAioFAhqXx56Y8/vG1CZgCIio8++kh9+/bVc889p1hhPZVDey8fOnTItfSwAYCZPc7YYxs0aJBhr2b7aW1BtmzZomMCvvS0/axnM/2YAcQVQmbPXXd5PwOD5ubNpZkzpdq1o3poAGJD/kg8qVVr2MTqBQsWqFmzZjp8+LCr3DjzzDPd/XZSerWvpw8AIPItMyxkjgRCZgDIVP78+YMC2VjQrl07d75uIbDPlClTtGvXLrVv3z7Dx9WoUUN16tTRm2++GXT7hAkTVL9+fRcgm1atWqlAgQJB+9mwv/feey/T5weAmETIHBw0P/mkf3vVKi9o/uabaB4VgEQOmYcMGeIuZbMqhzFjxrjb7rvvPs2fP18ff/yxVq5cqeuvvz4SLw0A8Dn2WP+6TYOOBEJmAMiUBa5fffWVYknv3r1da4tOnTpp+vTpGj9+vPr06eO2mzRpkrpfr169VLBg8IWPDz/8sCZNmqQBAwa44d/33HOPC48feeSR1H2qVKnins/O///zn/+48//u3btrz549ustXCQcA8YKQOZj9Pf7vf9vl6d629Wu21hmzZkX7yAAkYsi8cOFC3XDDDSpfvryr3jBWzWxatGiha6+9Vvfff38kXhoA4EMlMwBE3b/+9S99+umnevbZZ3XA+lnGgDJlyrhBhKVKlVK3bt106623qnPnzho3blyaFhq2BLKw+NVXX9W7776r1q1bu4B57Nix6tKlS9B+zzzzjOtD/eCDD+qSSy5x7fNmzZqVWu0MAHGDkDmtvn2lN97wWvSZ3bvtMhlp9OhoHxmAROvJbCfQx/0dbqT8PX11+/btqfefcsopeuWVVyLx0gAAHyqZASDqzjnnHO3evVv9+/d3VbyVKlVyrSRCZ5WsWLEiT4+rdu3amjFjRqb72BWJvqsSA11zzTVuyUyhQoXcfBZbACCuETKn77LLvBkwnTtLu3ZJNnOrTx/pxx+l4cOlkCthACS+iPxfb5fIrVmzxq0XK1ZMFSpU0HfffaeuXbu622yoSJEiRSLx0gCA9EJmKpkBICpOOOEEFyIDAOLU3r3+dULmYBdeKH36qdShg7RunXfbiBE2IVZ66y2pbNloHyGAeA+Zmzdv7iZpP/TQQ267Q4cOGj58uAuW7ZK7559/3g0cAQAkULuMkiUj8xoAEMesbzEAIEEqmf++UhsBTjvNG/xnbZN8Mwg++khq3FiaONH7CSApRKQnc9++fXXeeee5KdLGLpOrVauW68lmw0JsMvXTTz8diZcGAPjQLgMAAADIGdplHF2lSvatqtSzp/+2336Tzj7bGxJ45Eg0jw5APFcyn3HGGW7xqVixohYtWqQffvjB9aCrU6dOml50AIBcxuA/AAAAIGcImcNjVd6vvSY1bCjde69Nj5X275duucVrqfHii3xeABJcRCqZ02O96E499VTVr1+fgBkA8rqS2YavBvaTyy07d/rXaZcBAMqfP78KFiyo/fbB+u9tO/fNbLH9AQAxipA5fDaD4K67vKrmypX9t1t/5lNPlT75JJpHByDCInpG+8knn2jWrFnatGmT7rjjDlfBvGvXLn377bcucC5TpkwkXx4Aktsxx3gner7L06yauVq13Hv+Awe86gQfQmYA0DXXXOOKK3xFFb5tAECcImTOunPOkRYtkq66Spo507tt1Srpggukf/5TevRR+lsDCSjfkSO53xzn4MGDuuKKKzR58mTZ09uJtYXNLVu21L59+1S5cmUXOt933325/dIJqWrVqu7n2rVro30oAOJNxYrSli3e+pdfSk2b5t5z//ln8MRoq5bmEjgAcYRzrPjD7wxAnjp4UCpUyL+9bl1whS4yd/iw9MQT0oMPegUqPvXqSWPGWK/VaB4dgFw+z4pIu4zHHntM7777rp599ln9/PPPLmj2KVKkiC699FJNnTo1Ei8NAMioZUZu92XetSt4u3jx3H1+AAAAIJpC281RyZw1+fN7/Zm//lpq0MB/+5IlUrNm0m23BbffAxDXIhIyv/baa7ruuut0yy23qHz58mnut7YZv/76ayReGgCQV8P/AkNmu9yNfvsAkMbq1aszXdasWaPff/89qCgDABCDrTIMLR6yp1Ej6ZtvvH7NvhZSVuX83HNS3brSu+9G+wgBxGpPZjtZPvPMMzO8v1SpUvrTLrMGAORdJfPGjbn73Lt3+9dLlMjd5waABFG9evWwejIXK1ZMF154oQYPHqyGDRvmybEBAI6CkDn32H+7J5+UOnWSbrrJq2b2tSDp0kXq2FEaPlw66aRoHymAWKpktoF+mzdvzvB+a6FxXGB1HQAgcsP/fH7/PXKVzITMAJCuBx54QKeffroLmtu0aaPbbrvNLa1bt3a3NW7cWP3791eLFi30wQcf6JxzztEiG5YEAIitkNlCUga55lzz5tJ330lDhlg/Vf/t77/vVTXffbc36wVA3IlIyHzBBRdozJgx2hvav+jv5tEvvfSSWrVqFYmXBgBkFDL7BgBGopKZfswAkK569erpt99+0//+9z8XIg8fPtwt06ZN03fffedayDVt2lRTpkzRwoUL3WMefvjhaB82ACA0ZKYfc+4pXFgaOFD64Qfpwgv9t9twwKeekmrVkkaPlg4diuZRAoiFkPmhhx5ylcx2wvziiy+6Ko1Zs2a5So5GjRopf/78Gmh/oQAAIotKZgCIKhuIffPNN6t+/fpp7jvllFPUt29fDbFqLkmnnnqqbrzxRn322WdROFIAQBqEzJFlYfKsWdJbb0nVqgUXx/TpY/9QSm+/7fVvBpCcIfPJJ5+sjz76yA0wue+++9zPJ554wp1AW5sMu69a4F8gAIDIqFAhcpXMgSEzlcwAkK6lS5eqYsWKGd5v99k+PnXr1tXOnTvz6OgAAJkiZI48a0HSvbv1VZWGDg0uXvnpJ+++Jk2kDz6QGJILJF/IbM444wx9//33bnnzzTc1YcIELViwQIsXL9YxxxzjqjYAAAnSLoNKZgBI17HHHqv33nsv3fusEMPus318tmzZorJly+bhEQIAMhTYApSQObKs5/WAAdIvv0i9ekn5A+Iq6+F8ySVeP+eZMwmbgWQJme1k2Vpl7N+/3203aNBA3bt31+WXX64KFSqoT58+qlWrlkZbfx0AQN5VMlu7jNw8IaNdBgAcVa9evdxVfB07dtTs2bPdfBJbPv7449TbbB8f69XcsGHDqB4zACCDwX+IvOOOk/77X+nHH6XLLw++b/58qXVrr7J54kR6NgOJHDI/+uijKl++vCpVqqTixYurR48e2rNnjw4cOKB7773XtdH4z3/+o7POOksffvhhbr40AOBolcz79gUHwznF4D8AOCqbQ9K7d29NnTpVF198sWsZZ4sNwbZBgNaDedCgQW5fG5p95ZVXuvkmAIAYC5mLFYvmkSSfOnWkN96QFi2SOnQIvu/bb6XLLrMeU14gbZ9zAERdwdx6opdffln333+/C5cbN26sNWvW6K233nLbGzZs0PTp093JtA3/O/vss3PrZQEAmbFLru1SM9+wDKtmLlkyd56bSmYAOCobeD1q1CjdeuutLmj+7bff3O3Vq1dXhw4dVK9evdR9U1JSaCkHALFkzx7/Ou0yosOu7nn/femrr6yyUZoyxX+ftda48Ubp/vul//s/qXdv61MVzaMFklquhcwvvviiTjzxRM2bN8/1lTt48KB69uypV155xQXN7777rrskEACQhyxgLl/e34/ZftaokTvPTcgMAGGzMDkwUAYAxAEG/8WOpk29sPmHH6Qnn5QmTPC3y9i4UXrwQWnIEK/Fxq23SmeeGe0jBpJOrrXL+PHHH3XDDTekDi4pWLCg7rnnHtejecCAAQTMABArfZlzC+0yAAAAkMgImWPPKadIr73mVTHffHNwr+wDB6Rx47xAulkzaezY4Gp0APFRybxr1y5VrVo16LYTTjjB/Tz99NNz62UAANnpy/zTT966r6I5N1DJDABh2bp1q/773//q66+/1p9//qnDvhZGf8uXL58bBAgAiDGEzLHLrs58/nlp8GCvL/O//y2tWeO/39pr2GJVzT16SDfcIDVubP/oRvOogYSWayGzr+dc6AmzKVy4cG6+DAAgu8P/qGQGgDxlPZibN2+ujRs3qnTp0tqxY4fKlSunbdu2ubDZhmaXzK1e+QCA3EXIHPusNeA990h33OG103juOemTT/z379ghjR7tLaee6oXNPXtK5cpF86iBhJSrIfOHH36o3wMCjN27d7ug+Z133tHixYvT7N+vX7/cfHkAwNHaZVDJDAB5auDAge6Kvzlz5qh+/fqqWLGi3nzzTTcI+4knntCrr76qTwI/DAMAYgchc/woWFC69FJv+f57L1R+/XVp+3b/Pna75VAWSLdtK115pdShg1SsWDSPHEgYuRoyv/baa24JNXLkyDS3WfhMyAwACVLJTMgMAOmaPXu2brzxRp1//vn6448/3G02syQlJUUPPvigK8S4++67NcEGGAEAYgshc3yyimVrn/HUU9KkSdJLLwVXN1vvZqt6tsU+x3Tp4gXOF13khdUAsiXX/u+x6gwAQJJWMtMuAwDSZT2Y69WrF9RCbk/AEKKWLVvqgQceiNrxAQAyQcgc36xC+eqrvcUGBb78sjcMcP364M80VixpixXnWOBs1dAXXGD/cEfz6IHkDZmtOgMAkESVzLTLAICjsvYYW/7+gs96LxcrVkzLly9Pvd96NO/bty+KRwgAyBAhc+KoVUsaOlQaMkT69FOvlcbbbwe307B/r//zH28pXVq65BIvcG7dmqIaIAzBk/oAAIknUpXMDP4DgKNq1KiRFixYkLp97rnn6tlnn9Vnn32muXPnasSIETrVLusFAMQeQubEU6CAV6X83/9KmzZJkydL3btLKSnB+1n4bEF0167+CucxY6SNG6N15EDMI2QGgEQXiUrmgwelwMo7KpkBIF1XXnmlq2T+6++g4pFHHnG9mVu0aKELL7xQ27Zt06OPPhrtwwQApIeQObEVKSJ17iy99ZYXOFuo3K1b2kGA9ufg3Xel666TKlWSmjSRHnxQ+uor6dChaB09EHPyHbHJI4hpVatWdT/Xrl0b7UMBEI/s747jj/dv798vFSqUs+e0b/bLlAneLlUqZ88JAElyjrV69Wq9++67KlCggNq2basTTzwxT18/nnFeDCBPNW0qff21t25BpFW8IvFZqDxzpvTOO9KUKdK2bZlfNdqmjdSunTc4MLDAB0iy8yzGZgJAMrXLMFu3Sscem3v9mA3tMgAgbCeccIL69esX7cMAABwNlczJyX7XnTp5y4ED0iefeJXM06ZJv/0WvK9dKTpunLeYhg2lCy/0lvPO44pPJBVCZgBIdNZfzEJgXw9l68ucmyGzPb/1NgMAAAASCSEz7ApQq1C2xRoBLF3qhc222ABBC6ED/e9/3jJ8uFSwoFcN7wudmzWTCheO1jsBIo6QGQCSQbly/pA5s8u9wsXQPwAImw35GzVqlH755Rdt3bpVod3q8uXLpxUrVkTt+AAAGSBkRqB8+aQ6dbylf39p507p44+lDz6QZszw2hSGzrGZN89bHn7Y+zNkQfO553qLrVPpjASSNIP/li9frnbt2qlEiRKqUKGC+vbtq92BIUkmxo0bp3r16iklJcX9fN2awYc4cOCABg4cqMqVK6tYsWJucvjChQsj8E4AIBvKlw9ul5FTgZXMnBgBQIZGjhzphvxZD+aDBw+6VhnVqlULWuw2AEAMImRGZkqW9AYHvviiDVyQli2TRo3yhgdakU96f57mzPEC54sv9mbcnHGGF1hPnuxdcQrEsaSoZN6+fbtatmzpAuCJEye6CpL+/ftr06ZNmjRpUqaPfeedd3T11VfrrrvucoNZpk2bpquuukolS5ZUx44dU/e744479Morr2jYsGE66aSTNHz4cF100UX63//+xwcHANEXeJKTGyFz4Jd0hMwAkKHHH39cjRs31owZM1QuvQ+cAIDYRciMrFQ516rlLX36SIcPe20zPvrIq3b+7DNpz57gxxw6JC1Y4C3PPOPddvLJ0llneW02bDnlFK/tBhAHkuJP6ujRo7VlyxYtWLBAFStWdLcVLVpUXbt2ddXGduKfkUGDBqlLly568skn3fYFF1ygpUuXuqplX8i8fv16dwnk008/rd69e7vbzj77bBc2P/XUUxoxYkSevE8AyLOQObCSmXYZAJChP/74Q/feey8BMwDEG2ttRMiM7MqfXzrtNG+56y5p/37Jrnb//HMvcLaf6bUxtJ7PtowZ4/9zZ5mVL3S25fjjvVAbiDFJ0S7Dqo+tktkXMBsLiK11xtSpUzN83MqVK/XTTz+pR48eQbf37NlTixcv1qpVq9z2zJkz3eWPV1xxReo+1jKjc+fOmT4/AOSZwHDjjz9y/ny0ywCAsDRq1MhdPQcAiDP79gVvEzIjJ2zgn1UoW+D8/vvS779LP/xgfbWkK6/0guP02BcdFkg//bR02WVStWpS5cpSp07So49K06dLnGcgRiRFyLxkyRLVrVs36LaCBQuqdu3aLkTO7HEm9LHWl9n4Hmv7lS9fPijE9u1nQfRfgd9+AkCitcugkhkAMjRkyBB3xZsVKAAA4kjo53hCZuR2pXODBtL//Z9kc7+sp/PKld56v35exbIF0+nZuNELqgcNktq1k447zgueL7lEeuAB6d13vecLGTQMRFpStMvYtm2bylhD9RBly5Z1/Zkze5wJfaw9zvgem9nz2/Rwu9/ac2SmatWqGd63YcMGVapUKdPHA0DU2mVQyQwAGbJWay+88IJrz2bt1GxWR4ECBYL2yZcvn1566aWoHSMAIB2EzMhrVqVsi1U2+6rpra/zV1/5l+XL03/shg3SBx94S+Dwd2vXcfrp3s9TT5Vq16bHMyKGP1kAkAzsBMOHwX8AkGfmzZuna6+9VgcOHNAnn3yS7j6EzAAQ4yGzhXIEc8hrRYpIZ57pLbfe6m99+PXX3vLtt96ydm36j7d9bfCgLT5WHW1X69tAwcClShX6PCPHkuJvSaso/vPPP9PcbhXGtWzyZyaPM/bYwEpjX4Wzb4BLZs9vHxp8z5OZtRn9pXCUKmcACAuD/wAgKm677TZ3RduECRPUvHlzlS5dOtqHBAAIB0P/EKvFQ23beovP5s3Sd995iy94XrEi/cfbAEKrjrYlkOVW1r7DAmereLaf9etLnLcgC5IiZLaeyqG9lw8dOqRly5a5AYCZPc7YYxvY/2wZ9Gq2nzY5fMuWLTrmmGOC9qtWrdpRW2UAQMTRLgMAosLOBx955BG1s56JAID4QciMeGHzwVq39haf7dulRYv8obOFyj//LB04kP5zWDHlZ595SyBr3WrZV5063k/fYrdT+YxkHPxnJ/Vz5sxxIbDPlClTtGvXLrVv3z7Dx9WoUUN16tTRm2++GXS7VaLUr1/fBcimVatWrrde4H427O+9997L9PkBICohs102lVMM/gOAsMTiFWnLly9358clSpRQhQoV1LdvX+0O/Hs9HTt27NDgwYN11llnuav5bOj1hRdeqM9t4n2I6tWru6v5QpcFCxZE8F0BQC4jZEY8swrk88+X/vlP6bXXpO+/9wqFfvhBGj9euvdeb1Dg37lWhqzX8+zZ0siRXsuOiy7yWmvYXLJmzaRrr5WeeMIbRPjLL9LBg3n1DhGDkqKSuXfv3hoxYoQ6deqk+++/37Wx6N+/v9tu0qRJ6n69evXSq6++qoMB/1M8/PDDuuyyyzRgwAC1adNG06dPd+HxO++8k7pPlSpV1KdPH913330qXLiwTjrpJD3zzDPas2eP7rrrrjx/vwCQachsJxd2mVRG04rDQSUzAISlX79+GjVqlAtyY+Hqtu3bt6tly5aqXLmyJk6c6AZZ23nxpk2bNGnSpAwft3r1ajfA8Prrr9dDDz3krgq07RYtWmjGjBm6yD50BujSpYvuvvvuoNt8VwECQFwgZEaisc9/dpW+LT16BFc9L17sBdCBSzptYVPt2OEfRhj6GjVrStaaNnCxgYOVK1P9nOCSImQuU6aMZs+e7U7yu3XrppSUFHXv3l3Dhg0L2s9Olm0JZPtZ8PzYY4+54Niqm8eOHetOnAPZfSVLltSDDz7o+jPbBPFZs2alVjsDQFSF9oa3y6GOPTb7z8fgPwAIS6lSpVSsWDEXsNoAQDs3tCvgQl1zzTV5cjyjR492V/dZVXFFu7zWZSdF1bVrVy1cuNCdw6bHzoFXrFjh3ouPXc1nLeWGDx+eJmS2525mFU4AEK8ImZFMVc/Nm3uLz5Ej0qZN1j82eLGWG+vWZfxcVsxkLWb/bjMbxM4hAgNoC55963ZOQgAd9/IdOWJ/chAPl1lmNhwQAI7K/lH3nSzbP/o5qShr2tSbaGzeesu+kcudYwSABDvHyp//6N3prJVEaKFDpFjlcfHixfXBBx+k3mZX8dmg6jvvvNMVTGTF5Zdfrp9//ln/CxggZO0y7ApAq3TObZwXA8gzEyZIV17prZ99tjRvXrSPCIgNVsVsYXNoAG3DBg8fzt5zlizpD5xPOsm+3ZZOPNFb7N/+gklRIxt1OT3P4rcEAMk0idj3j0VOh//RLgMAwmJzQWJtEGFo1XTBggVVu3btNIOyj+bAgQOaP3++zrbwJYTNKrGrAU3Tpk1dC7rzzjsvh0cPAHmISmYgfaVKSWee6S2B9u3z+jIHLsuWeT+tt3Nmdu70DykMZQHzCSf4Q2dbAkNou2qXKuiYQMgMAMnUlzm3QmYG/wFAWM63oTsxxGaTWCu5UFbJbP2Zs+LRRx/VunXrXE/nQB06dNCZZ57pKprtfmunYUMCP/7447CC5syGJW7YsEGVbKI9AEQaITOQNUWK+Hs+p1ektHx5+iH0li2ZP6/NTfv1V2/JqN1HYOhsS/Xq3lBDC6cpisozhMwAkIzD//74I2fPRSUzAGToueeey9L+1i7jVpvYng1jxozRddddd9T9bMifzSbJLZMnT9Yjjzzi2mtYoBzIBm4HsmHbp5xyih544AHNnTs3144BACKKkBnIPfaZsVEjbwllgwd9obMF0b/95g+VrUjqaF1+7fGLFnlLRp+DLXD2LRY8B25XqEAldC4hZAaAZAyZc7OSmZAZAILcfvvteRYy2zDqcAbsValSJbVi2YZUp1fhXMv6IIbBguIePXqoV69eLjg+Ghss2LFjRzd0MByZ9QHMrMoZAHIVITOQN6wSuUkTbwllLThWr/aHzoEBtC0WMB+Nffa15bvv0r/f/v8ODZ4DA2k7h6IndFj4rwQAySK3Qma7XGnvXv827TIAIGp9mEuXLu2WcNWtWzdN72UbOrhs2TIXBB/NwoUL3X5t27bVqFGjshymA0DcIGQGYqMFh28gYHq2bUs/gF61ylsspA7n//WlS70lPQUKSNaq6/jjvSGEgYvvNru/IBEr/wUAIFnkVsgcWMVsqGQGgJjuwxyoXbt2Gjx4sLZs2aJjjjnG3TZlyhTt2rVL7du3z/SxP//8s9q0aaPTTz9dEyZMUAH70BWGPXv26P3330/TVgMAYhohMxD7bOhf48beEsrabGze7A+cbbGq6MDtdK7uSuPQIa9tRyZXWil/fum449IG0YHblStLhQopkREyA0CyiFTITCUzAMSN3r17u57J1if5/vvvd20ybHCfbTcJuEzVWmG8+uqrOmhXr8g+o21Wq1atXDXyfffdp0UBfQ+LFCmi0047za1b+GyBsoXZ1trCBv8988wzWr16tesfDQBxg5AZiG92BdWxx3pLRl9079iRNngODKM3bDh6T2hz+LC0fr23fPVV5scTGDxbKw7fYiG0/YzjIi5CZgBIFuXL507IHDj0zy5f4rIgAIgbZcqU0ezZs9WvXz83CDAlJUXdu3fXsGHD0rTQsMVnyZIlWrNmjVtv3bp10L7VqlXTypUr3XqNGjW0ceNG3XHHHS7ALlmypJo3b66RI0eqadOmefIeASBXEDIDia9UKalBA29Jj7Xb8FUxBy52TuRb37QpvNc6ckTauNFbvvkm82PyBc6+n9Yfuk8fxTqSAQBIxkrmP/7I/vMw9A8A4lrt2rU1Y8aMTPexquPAyuMWLVroSBiVPDaEMC97UgNAxBAyA7CiqpNO8paM7N/vVTCvWZNxEG3BcjgV0b7qalt+/tl/m1U9EzIDABIuZA6sZKZVBgAgUS1Y4F2tYx/s7GogBhcCyWXPHv86ITOAjBQuLFWv7i0ZOXDAC6JDQ+h167zF12rD9kuPVTPHAUJmAEimoQg+4Qw4CCdkppIZAJCorGJo4UJvPSUl7UT50MUGKdrgHwCJV8lcrFg0jwRAvCtUyGt5YUtmfZ2tGMwXOgcG0Jk9LoYQMgNAsihTxr9ul9/YP2LZ+TBMuwwAQDIInCK/d6+0fLm3ZPYB0iqNQifLBy428KdAgTw5fAA5RLsMAHkpf37vC2tbGjVSPCJkBoBkrGS2flAWNAcGz+GiXQYAINHZ0ENrkWFfrAb+u5cZu8TVBiD+PQQxXRYw2xAfC5x9FU2hC1/gArGBkBkAsoSQGQCShX1otW9HrYLZbNuWvZCZSmYAQKKzMPjHH711+1I2o0E+viXcNlQWXtvjbZk/P+MZChkF0LbQHxrIG4TMAJAlhMwAkCwsYC5d2guXc9KXmUpmAEAyKVVKqlfPWzL7t9H6JmYWRIc7dHfrVm/57rv077d/e084wR8626ChGjW8yfcnnuhduUQIDeQcITMAZAkhMwAkE6tczmnITCUzAADB7N/Dk0/2lswCK18QvXq1tGpV8GK37dsX3r/DP/3kLemxL5R9gbMtvnX7af2iC/IREAgLITMAZAlnGACQTKy66bffcq+SmZAZAIDwWEhVs6a3pMfaWW3enDZ8DlysdcfRbN8uffutt6TXBsSqn9MLoe24SpbM+fsEEgUhMwBkCSEzACSTwB7MvormrKJdBgAAkWlrddxx3tK0afr72BfEocGzDRq0L5BXrPAC5qP1hP71V29JT6VKUu3aaRcLoQsXzvl7BOKFDcnes8e/zTkvABwVITMAJGvITLsMAADi799xWxo2TP9+6+XsC5EtdA78aX2ifcN/M7Jhg7d88knaCmjr/ewLna0tiG+9ShUvIAcSibWuCfz/pVixaB4NAMQFQmYASLZ2GT4M/gMAILGUK+ctTZqkvW//fq/yOTSE9q0H/vueXgW07WPL9OnB96WkeKFz/fr+AYm2WBsO+j8jXgVWMRvOeQHgqPhXHwCSSW60y6CSGQCA+GPtLmrV8pb0WgNs3CgtW5Z2sWD5wIGMn3fvXul///OW0Nez8DkweLbFXr9Qodx/f0AkQ2Z6MgPAUREyA0AyyY12GQz+AwAgseTL5/VjtuX884PvO3jQq4D2hc5Ll/rXrQVHRqxy+ocfvCWQVTdbmw0LnE891Wv9YT9tIKEdBxALAosqrFqfljAAcFSEzACQTGiXAQAAssJCYWt9YUvbtmmrPX/5RfrpJ2nJEm/58UfvNmuxkR4LrX37vv22//bSpf2hs29p0IAKUkQHQ/8AIMsImQEgmTD4DwAA5BYbhuYLhEOrmC1oDgye7adVP2fUemP7dumzz7zFx6pHrerZV+3cuLG3VKgQ2fcFBJ7vMvQPAMJCyAwAySQ3ejJTyQwAADJj/ZhtEKAtgSxgth7PFjhbGw3r4/z9995t6Tl8WPr5Z295803/7dWre8MNfcvppwdfrQXkFJXMAJBlhMwAkEyoZAYAANFiA//q1PGWSy/1375zpz909i22HXjOEWjlSm8JbLdRs6ZX5RwYPnOegtwImalkBoCwEDIDQDLJaU9m66/411/+bT68AQCAnCpZUjr7bG8JrGL+9Vd/6LxokbRggbRhQ/rPsXy5t/gqnq3VhrXYOOss/3PXqMFwQYSHdhkAkGWEzACQrJXMdvJsl61aVVG4QiuKuHwQAABEgoXEVp1sS9eu/tvXr5cWLvQCZ1u++UbasiXt4y2ktmDallGjvNsqVvQHzrZY5XNKSt69J8QP2mUAQJYRMgNAsobMvmrmY44J//GEzAAAIJoqV/aWDh287SNHpLVr/aGzL3hOb/bE5s3Su+96i7Ev2s84Q2rRwlsseObcBoZ2GQCQZYTMAJBMihb1hvHY1PfshMyBQ//sebJSBQ0AAJDbrP3F8cd7S5cu/irmZcukL76Q5s/3ftqwwVB2RZfdZ8tjj0kFC0pnnknojODCCv4MAEBYCJkBINk+iFk1s1XymPSqfDLD0D8AABAPrTZ8Awavv95/zvPVV/5Q2dYDvzw3Bw+mHzq3bCm1aiU1a8YX7MmCSmYAyDJCZgBINoEhc1aH/wV+GCNkBgAA8TT8uE0bb/ENM/7+e+mTT6S5c72foedFgaHzkCFSqVJe4Ny6tbfYIEEkJgb/AUCWETIDQDJ+yPLJScjMpYMAACBeFSggnXaat9x+uxc6//CDFzhnFDrv2BHc07lWLS9stuDawmdrS4bEwOA/AMgyQmYASObhf1kNmWmXAQAAEjV0btTIWwJD59mzpZkzvdB5797gx/zyi7c8/7xX7WotNTp2lC65JGszLxB7aJcBAFlGyAwAyRwyZ7UnM5XMAAAg2ULn/v2lv/6SPvtM+vBDb/nxx7ShpK/K2WZg2NDATp280Pnkk6P1LpBdtMsAgCzLn/WHAADiGpXMAAAAWWOtMKxS+emnpcWLpTVrpJdeki67zOvVHOjIEWnePOnuu73hg/XqSYMHSz//HK2jR1bRLgMAsoyQGQCSTW71ZCZkBgAAyapqVen666U335S2bJFmzZJuuUU64YS0+/70k/TQQ1LdulLDhtJjj0krVkTjqBEu2mUAQJYRMgNAsqFdBgAAQO4pXFi66CJpxAhp5Urpu++8yuXTT0+77/ffSwMHSjVrSk2aeJXRGzdG46gR7tV7nPMCQFgImQEg2dAuAwAAIDKsH7P1cX7gAWnhQmnVKumpp7xAOZTdf+edXlV0hw7SpEnSvn3ROGqEopIZALKMkBkAkk1utcugqgMAACBz1j7DguRvvpGWL/daZVjLjECHDklTp0rdukmVK0u33uoF0NbbGdHB4D8AyLKkCZmXL1+udu3aqUSJEqpQoYL69u2r3YH/cKRjx44dGjx4sM466yyVK1dO5cuX14UXXqjPP/88zb7Vq1dXvnz50iwLFiyI4LsCgGygkhkAACDvnXSSdO+90qJF3hDABx+0D5LB+2zdKj3/vFf5fMYZ0ssvB1fVIm8w+A8AsiwpQubt27erZcuW2rp1qyZOnKhnn31WkyZN0jXXXJPp41avXq0XXnjBPXbChAl67bXXVLx4cbVo0UIfffRRmv27dOmi+fPnBy11bbgDACRiT2ZCZgAAgOw5+WRvGKANAJwzR/rHP9JWzFo1c69eUpUqUv/+0rJl0Tra5EO7DADIsoJKAqNHj9aWLVtcVXHFihXdbUWLFlXXrl21cOFCNW7cON3H1ahRQytWrFCxgH9UWrVqpQYNGmj48OG6yIY7BLDnbtasWYTfDQDkYrsMC5ntUkzrHxgO2mUAAADknvz5pRYtvMUGB1pf5ldekT79NPjKs2ee8ZaLL5b++U+pTZvwz9+QNYcPS3/95d/mnBcAwpIUlczTpk1z1ci+gNl07NjRtc6Yar2vMmBVy4EBsylYsKAaNmyodevWRfSYASBPKpkPHJD27g3/sbTLAAAAiIySJaVrr5U++UT68UevN3OpUsH7zJoltWsnnXqq9Oqr0v790TraxBUYMBsqmQEgLEkRMi9ZsiRN2woLi2vXrq2ffvopS8914MCBDNtgvPnmm65C2hZrqfFp4LfPABArSpcO3s5KX2baZQAAAERevXrSc89JVtw0erQXKgdavNgLpE88URo2zAYKRetIE09oD2xCZgAIS1KEzNu2bVOZwMq9v5UtW9b1ac6KRx991FUx97eeWAE6dOig5557TjNnztQrr7yiPXv2uCGB4QbNVatWzXDZsGFDlo4RADJVuHDwyXJWQubASmYuHQQAAIgs+1L/ppu8YYE2gL5Ll+A2GRZC33WXdMIJ0sMP20CiaB5tYgg837V2JkWKRPNoACBuxGXIPGbMGOXLl++oy9tvv52rrzt58mQ98sgjevDBB3XmmWcG3TdixAhdffXVOvfcc3XFFVfok08+UbVq1fTAAw/k6jEAQK4I/OKNSmYAAIDYZsFy8+bSO+9IP//sBc+B4aeFyw8+KFWvLj3yCJXNuTn0j97XAJC4g/+6dOkS1oC9KjaF9++K5T/TCVGswrlWrVphvebcuXPVo0cP9erVK6zg2FpmWN9nGzoYjrVr12Z4n1UzA0Cuh8zr13vrVDIDAADEj9q1vRYaVrn8/PPe4jufs5/2edWGBN5xh3T77ZyzZVXg+S6tMgAgsUPm0qVLuyVc1j85tPfyoUOHtGzZMhcEH83ChQvdfm3bttWoUaOydKxWUQ0ACVHJfOhQcGUHlcwAAADRc+yxXtXynXd6/ZuHD/ef123bJg0aJP3739KQIdI//iEVKBDtI44PgVfu2TBGAEDitsvIqnbt2mnOnDnasmVL6m1TpkzRrl271L59+0wf+/PPP6tNmzY6/fTTNWHCBBUI8x9m68n8/vvvp2mrAQBxGzKHDkEhZAYAAIg+K8C6/37pt9+8lhmlSvnvs/k+vXpJp58uzZoVzaOMH7SHA4BsSYqQuXfv3ipXrpw6deqk6dOna/z48erTp4/bbtKkSep+1gqjYEF/cffmzZvVqlUrV4183333adGiRfryyy/d8t1336XuZ+GztdJ47bXXXJg9btw415t59erVetguYQKARAiZAy8dNFx6CQBxafny5a4Io0SJEqpQoYL69u2r3aF/x6fj2muvTXcOyrBhw9Lsa+fD9erVU0pKivv5+uuvR+jdAAg6v3voIWnlSum++6SUFP99338vtWplFVjSL79E8yhj386d/nVCZgBI7HYZWVWmTBnNnj1b/fr1U7du3dzJbvfu3dOcEFsLDVt8lixZojVr1rj11q1bB+1rQ/1W2j/ekmrUqKGNGzfqjjvucH2eS5YsqebNm2vkyJFq2rRpnrxHAIh4yBxY1VG4sFSoUO4fFwAgorZv366WLVuqcuXKmjhxorZu3ar+/ftr06ZNmjRp0lEfb+fAb7zxRprbAr3zzjtuIPZdd93l2s1NmzZNV111lTtHDqdVHYAcKltWevRR6f/+z2uZMXasdOSId9/06dLHH0sDBnhL0aLRPtrYQ7sMAMiWpAiZTe3atTVjxoxM9xkzZoxbfFq0aKEjvn+MM2FDCK2CGQCSppKZKmYAiEs2lNpayC1YsEAVK1ZMHVjdtWtXN4ekcePGmT7eijWONoB70KBBblD3k08+6bYvuOACLV26VAMHDiRkBvKSDZC3z7e33eb1bZ4927t9/35vaKBdYWBDA9u0ifaRxhbaZQBAtiRFuwwAQC5XMnPCDQBxyaqKrZLZFzAbC36tdcbUqVNz/Px2pZ8N3LZWcoF69uypxYsXa9WqVTl+DQBZdNpp0kcfSZMnS8cf7799xQqpbVvpiiuk33+P5hHGFs55ASBbCJkBIBkRMgNAUrJ2cHXr1g26zWaS2FV/Fg6HEyKXLVtWhQoVUoMGDfTiiy+meX4T+hrWl9mE8xpVq1bNcNlgQ8wAZF2+fFLnzvY/oXT33fY/vv++N9+U6tf3QmgE92SmXQYAhI2QGQCSEe0yACAp2fwQm1cSyoJj68+cmUaNGrmZJtZz2ZaGDRvqpptu0mOPPRb0/Cb0Nez5zdFeA0CE2TncE09IixZJ557rv33zZunSS6Urr5T++ENJjcIKAMiWpOnJDAAIQCUzACQEmydy3XXXHXU/G/JnA7Bz4vbbbw/a7tChg/s5ZMgQd1+xYsWUG9auXZvhfVbNDCAXWOXy3LnSyJHSPfdIe/Z4t0+YINm8IevX3LKlkhLnvACQLYTMAJCMCJkBICHYgL2jDeIzVapUSa0o/jOdv/etArlWrVpZfv3LL79c48eP148//qgzzjgjtWLZXiMwEPZVOJcrVy7LrwEgQvLnl265xevLbF9WffaZd/vGjdJFF9kUT+mBB4JbayRbuwzOeQEgbEn2rwUAIN2Q+cgRr1dfZgiZASDmlC5d2i3hsl7JoX2RDx06pGXLlrkBgNmV7+9/Q3y9mO01rGfz0Xo1A4gBJ53kVTU/95w0YIC0b593bvjII97t48fbZQRKGoHnvPRkBoCw0ZMZAJI9ZN6/X9q79+iPIWQGgLjXrl07zZkzR1u2bEm9bcqUKdq1a5fat2+f5eebMGGCa5NR3y69l1SjRg3VqVNHb9ogsZD9bJ9q1arlwrsAEJGqZmuJ89VX0skn+2+36uZGjaTZs5U0OOcFgGwhZAaAZBRa9RZOy4zAwX+ccANAXOrdu7drWdGpUydNnz7dtbro06eP227SpEnqfr169VLBgEvkV61apfPPP1+jRo3SrFmz9O6777pWGW+88YYefPBBFS1aNHXfhx9+WJMmTdKAAQM0d+5c3XPPPXrvvff0iFVFAohtDRtKCxdK117rv80GAbZqJT37rFfhnOholwEA2ULIDADJqHBhKXBAUzghc2BVh00mBwDEnTJlymj27NkqVaqUGwR46623qnPnzho3blyaFhq2+JQsWdL1Wx46dKgb+NezZ08XPNvj7r777qDHdu/eXa+++qoLolu3bu0C5rFjx7r+0QDigJ3nvfKKNHas5PsCyf4+sEpn690czhVw8Yx2GQCQLfmOHEmGryLjm29oSmaTtgEgy2wI1Pr13voXX0hnnZX5/j17ej35zNChXs8+AIhjnGPFH35nQB5btEjq3NkuZ/Df1rSp9dmRjjlGCal8eWnrVm/9u++8diEAkASq5vA8i0pmAEhWocP/job+dAAAAMnFAtZvvpFatPDfZn2bzz5bWrFCCYlzXgDIFkJmAEhWhMwAAAA4GqtYnjlTuvlm/23Ll3tXwVkAnUhsILYtPpzzAkDYCJkBIFkRMgMAACAchQpJI0ZIw4b5b9uyxatwnj5dCSPwfNfQkxkAwkbIDADJipAZAAAA4cqXT7rjDm9Gh4XOZs8eqVMn6b33lBACz3ft/foGHwIAjoqQGQCSFSEzAAAAsqpHD+nDD6VSpbztAwekbt2kiRMV93bu9K8XLy7lJzIBgHDxNyYAJKushsy7d/vXCZkBAACS1wUXSB9/LJUt620fPChdcYVX5RzPAosqaJUBAFlCyAwAySonlcxW2QEAAIDk1aSJNHu2VKGCt334sHT11dLbbytuceUeAGQbITMAJKushMx2GeS+ff5tTroBAADQqJE0d6507LH+oPnKK6UZMxT37TI43wWALCFkBoBklZWQObBVhuGkGwAAAKZ+fWnOHH9FsxUnXHqp9Pnnijs7dvjXfT2nAQBhIWQGgGQVGDJv2xb+pYOmWLHIHBMAAADiT926wcMA//pLat9eWrRIcWX7dv966dLRPBIAiDuEzACQrLJSyRwYMlvAXKBA5I4LAAAA8ef006WpU6WUFH9V8CWXSOvWKW4QMgNAthEyA0CyCg2ZjxzJeF+GoAAAAOBozj1Xeucdf0GCBcwdOqS9Ki4eQmbaZQBAlhAyA0CyCgyZrXeeXdaYEUJmAAAAhKNtW2nUKP/2d99JPXpIhw4p5lHJDADZRsgMAMkq9MQ5s5YZgYP/iheP3DEBAAAg/t14o3T33f5ta6MRuB2rCJkBINsImQEgWRUuHDzAL7OQmUpmAAAAZMXQoVLXrv7t4cOlN95QTLM+0j6EzACQJYTMAJDMwh3+R8gMAACArMifX3rtNW8goE+vXtKPPypmUckMANlGyAwAyYyQGQAAAJFStKg0aZJUrpy3vWeP1KVLcJgbSwiZASDbCJkBIJkRMgMAACCSqleXJkyQ8uXztn/5RbruOunIEcV0yFyqVDSPBADiDiEzACQzQmYAAABEWqtW0iOP+LcnT5ZefFExh0pmAMg2QmYASGaEzAAAAMgL994rtW3r3779dunnnxUzDh0KPuclZAaALCFkBoBkRsgMAACAvBoE+MorUsWK3vZff0lXXint26eYsGNH8DYhMwBkCSEzACSzcEPm3bv968WLR/aYAAAAkJiOPdYLmn2++066/37FXKsM6x9NYQUAZAkhMwAkMyqZAQAAkJfatZNuvdW/PWyY9OWXiqlKZhv6Z5XXAICw8bcmACQzQmYAAADktSeflOrV89aPHJGuvz76bTMY+gcAOULIDADJLDshM+0yAAAAkBMpKdJLL3ltKcxPP0mPPBI7IbNVMgMAsoSQGQCSWbghc+jlgwAAAEBONGsm/fOf/u3HH/d6NEdL4LkwlcwAkGWEzACQzMINmXfu9K8TMgMAACA3WPXySSd564cOSTfc4P2Mhq1b/evly0fnGAAgjhEyA0AyCw2ZrSdeeqhkBgAAQG4rVkz673/9299+K/3nP9EPmcuVi84xAEAcI2QGgGRWtqx//cAB6a+/0u6zf7+0d69/m5AZAAAAuaVFC+kf//BvDxwobdmS98dByAwAOULIDADJLLTfXHotMwJbZRhCZgAAAOSmJ57wn5du2ybde2/eH8Mff/jXaZcBAFlGyAwAyaxQIal48cxD5sBWGfnzS0WL5s2xAQAAIDkce6w0ZIh/+6WXpK++yttjoJIZAHIkaULm5cuXq127dipRooQqVKigvn37avfu3Ud93LXXXqt8+fKlWYYNG5Zm33HjxqlevXpKSUlxP19//fUIvRsAyMPhf6H9mPPly5vjAgAAQPLo00dq2NC/3a9fxvNCIoGQGQBypKCSwPbt29WyZUtVrlxZEydO1NatW9W/f39t2rRJkyZNOurjq1WrpjfeeCPNbYHeeecdXX311brrrrvUtm1bTZs2TVdddZVKliypjh075vp7AoBcDZnXrQs/ZAYAAAByW8GC0r//LZ1zjrf99dfSxInSZZflfchMuwwAyLKkCJlHjx6tLVu2aMGCBapYsaK7rWjRouratasWLlyoxo0bZ/p4q0xu1qxZpvsMGjRIXbp00ZNPPum2L7jgAi1dulQDBw4kZAYQ35XMgT2ZCZkBAAAQKc2bS927e+Gysd7MnTpJRYrkbU9mKpkBIMuSol2GVRVbJbMvYDYW/FrrjKlTp+b4+VeuXKmffvpJPXr0CLq9Z8+eWrx4sVatWpXj1wCAmGmXAQAAAETKY495c0PMr79Ko0ZF/jUPHQo+DyZkBoAsS4qQecmSJapbt27QbQULFlTt2rVdOBxOiFy2bFkVKlRIDRo00Isvvpjm+U3oa1hfZhPOawBA1BAyAwAAIFbUrCn93//5tx95JP1z1Ny0fXtw/2dCZgDIsqRol7Ft2zaVCQxR/mbBsfVnzkyjRo3UpEkT1a9fX7t27XK9mW+66SbXfuO+++5LfX4T+hr2/OZor2GqVq2a4X0bNmxQpUqVjvocABDxkLlkybw5JgAAACSv+++XxozxzkPt8/Tjj3tLXrTKsCrqEiUi91oAkKDispJ5zJgxypcv31GXt99+O8evdfvtt+uWW25xPZY7dOig119/XVdeeaWGDBmiPXv25Mr7AYCoopIZAAAAsaRCBa8fs8+IEdLmzZF7vcDCMKtizpcvcq8FAAkqLiuZbcDe0QbxmSpVqqRWFP+ZTnBiFci1atXK8utffvnlGj9+vH788UedccYZqRXL9hqBFcm+CudyYVxqs3bt2mxVOQNAjhEyAwAAINb06yf961/Spk2SFXg9+aQ0bFjehMwAgOQImUuXLu2WcFmv5NC+yIcOHdKyZcvcAMDssmpp3/Mbew3r2Xy0Xs0AEFMImQEAABBrihXzqplvv93bHjlSuvNO6bjjcv+1Aqukjzkm958fAJJAXLbLyKp27dppzpw5ro+yz5QpU1yP5fbt22f5+SZMmKBixYq5Ps2mRo0aqlOnjt588800+9k+1apVy4V3AQBRCpl37vSvEzIDQNxbvny5Oz8uUaKEKlSooL59+2r37t1HHYSdWZs6myHi06JFi4i1sgOQZG66SfLNJ/rrL+mJJyLzOlYt7XPssZF5DQBIcHFZyZxVvXv31ogRI9SpUyfdf//9ro1F//793bYN9fPp1auXXn31VR08eNBtr1q1Stdcc42uuOIK1axZ0518W3D81ltv6YknnlDRokVTH/vwww/rsssu04ABA9SmTRtNnz5d7733nt55552ovGcACBuVzACQNLZv366WLVuqcuXKmjhxohtQbefFmzZt0qRJkzJ8nA2hnj9/fprb7TzZWsOFDqm21nbPPPNM0G21a9fOxXcCICnYZ+777pNuvdXbHjVKuusuqXLlyIXMFSvm7nMDQJJIipC5TJkymj17tvr166du3bopJSVF3bt317CQfk7WQsMWn5IlS7p+y0OHDtXmzZtVoEABnXLKKRo3bpx69uwZ9Fh7PguoH3vsMXdCbdXNY8eOdf2jASBhQuaSJfPmmAAAETF69Gh3dd+CBQtU8e8gxQonunbtqoULF6px48bpPq5IkSJpZqJYqzgryrBz7FDW2i6cGSoAcFQ33CA9/ri0bp20b59Xzfzss7n7GlQyA0COJUXI7KucmDFjRqb7jBkzxi0+VpXx7rvvhv0aVvVsCwDEdch85EjwRG0qmQEgYUybNs1VMvsCZmMzSqx1xtSpUzMMmdNjhRdWhNGjR48IHS0ASEpJkQYOlPr29bZffFEaNCh3eycH9mQmZAaAbEmKnswAgDBD5gMHvH53gbZv968TMgNAXLPB1KFDqQsWLOgKMkIHZWfmyJEjGj9+vAusQ1tlmHnz5rngunDhwjrzzDM1efLkXDl+AEnquuv8A//sXHXEiNx9ftplAECOETIDQLIrXTp4O7RlxrZt/vWyZfPmmAAAEWGzSayVXChrEWf9mcP1+eefu2GAV111VZr7zjvvPNc+zqqmbTC2Pfell16q119/Paznrlq1aoZL4IBBAElWzfzPf/q3n38+eDh1TtEuAwByjJAZAJJdoUJS8eLph8z790t79vi3CZkBIKZYq7d8+fIddXn77bdz9XUtMC5WrJgLj0PZQOwbbrjBhc02n8Ra1p1zzjkaaJe7A0B29enjL46wIghrm5EbbC7Tli3+bUJmAMiWpOnJDADIhFW17d7trQdWsgVWMRtCZgCIKRbihjNgr0qVKu6nVRX/mc6QV6twrlWrVlivuX//fk2cOFGdOnVyLTGOxkJuG5J92223uaGDxxylj+ratWszvM+qmQEkKWvbZn2Zhw71tp9+Wrr5ZptMmrPntXPfw4f924TMAJAthMwAAKl8eW9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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_re_im(cpw_net, m=1, n=1, title=\"CPW 2-port \u2014 S22\")" ] }, { "cell_type": "markdown", "id": "ccaa5979", "metadata": { "id": "49c5d89c857a4020b31f02538fa1972d" }, "source": [ "We can find the resonance as measured from each port" ] }, { "cell_type": "code", "execution_count": 9, "id": "21b394a5", "metadata": { "id": "393b03e42cff4b58921ccf040db74e61" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPW resonance (S11): f0 = 7.4268 GHz\n", "CPW resonance (S12): f0 = 0.0000 GHz\n" ] } ], "source": [ "f0_cpw_s11 = resonance(cpw_net, m=0, n=0)\n", "\n", "f0_cpw_s12 = resonance_from_s_max(cpw_net, m=0, n=1)\n", "\n", "print(f\"CPW resonance (S11): f0 = {f0_cpw_s11/1e9:.4f} GHz\")\n", "print(f\"CPW resonance (S12): f0 = {f0_cpw_s12/1e9:.4f} GHz\")" ] }, { "cell_type": "markdown", "id": "f9d45a89", "metadata": { "id": "7b0519b55ab24685a08c9067b5e54b07" }, "source": [ "---\n", "## 3. Fitting Models Individually\n", "\n", "\n", "The `simpleLOMs` package currently contains three primary fitting models;\n", "\n", "1. `AnalyticalFit`,currently for $\\lambda/2$ resonators only\n", "2. `FosterFit` based on a Lossy Foster model (PhysRevLett.108.240502)\n", "3. `OptimizedFit`, our numerical model for extracting $L_{\\mathrm{eff}}$ and $C_{\\mathrm{eff}}$.\n", "\n", "\\\\\n", "Each model follows the same three-step pattern:\n", "```python\n", "model = ModelClass(...) # 1. instantiate with configuration\n", "model.fit(freq, ...) # 2. run the fitting algorithm\n", "net = model.get_network(refined_freq, ...) # 3. build the fitted network\n", "```\n" ] }, { "cell_type": "markdown", "id": "2dfb7e2b", "metadata": { "id": "0cd921e149fb48c09f63545b3d257352" }, "source": [ "### 3a. AnalyticalFit\n", "\n", "`AnalyticalFit` uses only two formulas:\n", "\n", "1. $ C_{\\mathrm{eff}} = \\frac{\\pi}{2 Z_0 \\omega_{\\lambda / 2}}$\n", "2. $ L{\\mathrm{eff}} = \\frac{1}{\\omega_{\\lambda / 2} C}$\n", "\n", "\n", "\n", " It includes no optimisation, or network simulation.\n", "It requires an unloaded resonance frequency and a characteristic impedance $Z_0$. In practice, you can extract these from scikit-rf or TXLine.\n", "If you do not supply `analytical_f_r`, `analyze_system` reads it from the CPW $S_{11}$ automatically." ] }, { "cell_type": "code", "execution_count": 10, "id": "9d872f23", "metadata": { "id": "059e24dbacaf4601bdd97831e80226f6" }, "outputs": [], "source": [ "# If you would like, you can choose a more refined frequency span centered around the resonant frequency.\n", "refined_freq = rf.Frequency(f0_cpw_s11 - 0.5e9, f0_cpw_s11 + 0.5e9, 200_001, unit=\"Hz\")" ] }, { "cell_type": "markdown", "id": "38b1b500", "metadata": { "id": "19b96f64b7eb411d9e3d4970ce37a1c5" }, "source": [ "Here is an example of how to run the analytical fit. We set the mode equal to 2 for \u03bb/2 resonator, which is the default value\n", "\n", "You must also supply the CPW resonance frequency and the CPW characteristic impedance, both of which scikit-rf allows you to extract natively." ] }, { "cell_type": "code", "execution_count": 11, "id": "7ae47e2e", "metadata": { "id": "07a1dd2c5d96463190d6846cdda8b641" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "AnalyticalFit(L=5.4234e-10 H, C=6.3445e-13 F, f_r=8.5800 GHz)\n", "{'L': 5.423399393890448e-10, 'C': 6.344451756636576e-13, 'f_r_Hz': 8580000000.0, 'Z0': 45.926}\n" ] } ], "source": [ "analytical = AnalyticalFit(mode=2) # mode=2 for \u03bb/2 resonator (default)\n", "\n", "# Z0_cpw = 45.926 Ohms is the characteristic impedance of this particular CPW geometry\n", "# in this case the frequency is the UNLOADED frequency, which for this particular case is 8.58 GHz.\n", "Z0_cpw = 45.926\n", "f0_unloaded = 8.58e9\n", "analytical.fit(refined_freq, f_r=f0_unloaded, Z0=Z0_cpw)\n", "\n", "print(analytical)\n", "print(analytical.get_params())" ] }, { "cell_type": "code", "execution_count": null, "id": "b054afd2", "metadata": { "id": "91348ab28f6048f1b926787f077a1d84" }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 12, "id": "815f8edd", "metadata": { "id": "687e2b629c7d45ed86b0f794df27b6f1" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/elizabeth/simpleLOMs/src/simpleLOMs/plotting.py:1054: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", " ax.legend(fontsize=11, framealpha=0.9)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from simpleLOMs import plotting\n", "\n", "analytical_net = analytical.get_network(\n", " refined_freq,\n", " Cc1=Cc1, Cc2=Cc2,\n", " Ctog1=Ctog1, Ctog2=Ctog2,\n", " Z0=Z0,\n", ")\n", "\n", "cpw_net_refined = cpw_resonator_network_2port(\n", " refined_freq, d, Cc1, Cc2, Ctog1, Ctog2,\n", " cpw_params=cpw_params, Z0=Z0,\n", ")\n", "\n", "plotting.fancy_plot(analytical_net, cpw_net_refined, m=0, n=0,\n", " lom_label=\"AnalyticalFit\", data_label=\"CPW\")" ] }, { "cell_type": "code", "execution_count": 13, "id": "bf875b55", "metadata": { "id": "e9885537eb1b47488cee005597342bb5" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Analytical f0 = 7.4818 GHz error = 7.971%\n", "Analytical \u03ba = 20.2577 MHz error = 80.579%\n" ] } ], "source": [ "from simpleLOMs import analysis \n", "f0_analytical = analysis.find_resonant_frequency(analytical_net)\n", "k_analytical = fwhm_from_trace_db(analytical_net, m=0, n=0, kind=\"dip\")\n", "\n", "print(f\"Analytical f0 = {f0_analytical/1e9:.4f} GHz error = {abs(f0_analytical - f0_cpw_s21)/f0_cpw_s21*100:.3f}%\")\n", "print(f\"Analytical \u03ba = {k_analytical/1e6:.4f} MHz error = {abs(k_analytical - k_cpw)/k_cpw*100:.3f}%\")" ] }, { "cell_type": "markdown", "id": "38601b3e", "metadata": { "id": "c07bd999361d4ca5a34bc0e8a91e981f" }, "source": [ "### 3b. FosterFit\n", "\n", "`FosterFit` extracts L and C from the admittance slope $\\frac{dB}{d\\omega}$ at the CPW resonance, $\\omega_r$, following $\\texttt{PhysRevLett.108.240502}$.\n", "\n", "It only needs the resonator length `d` and the CPW geometry. No measured S-parameters are required." ] }, { "cell_type": "code", "execution_count": 14, "id": "31a347a8", "metadata": { "id": "fc5eb1b1755846a18b9ec483170aedba" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FosterFit(L=5.5278e-10 H, C=6.2211e-13 F, f0=8.5824 GHz)\n", "{'L': 5.527845812867812e-10, 'C': 6.221138569987629e-13, 'f0_Hz': 8582370000.0}\n" ] } ], "source": [ "foster = FosterFit(cpw_params=cpw_params)\n", "\n", "# fit(): this part builds a bare CPW line (of length d) and runs the Foster synthesis\n", "foster.fit(freq, d=d)\n", "\n", "print(foster) # takes the form of FosterFit(L=..., C=..., f0=... GHz)\n", "print(foster.get_params()) # dict with L, C, f0_Hz" ] }, { "cell_type": "markdown", "id": "a2ff09d9", "metadata": { "id": "6430be6ae0034f3ab4126c6f6e4cb0cd" }, "source": [ "We build a refined frequency grid around resonance, and rebuild + build the fitted Foster network on the refined grid, to get a closer sweep" ] }, { "cell_type": "code", "execution_count": 15, "id": "795e58b5", "metadata": { "id": "1111f56a52a643b7a796ba921be51ad5" }, "outputs": [], "source": [ "\n", "\n", "foster_net = foster.get_network(\n", " refined_freq,\n", " Cc1=Cc1, Cc2=Cc2,\n", " Ctog1=Ctog1, Ctog2=Ctog2,\n", " Z0=Z0,\n", ")\n", "\n", "cpw_net_refined = cpw_resonator_network_2port(\n", " refined_freq, d, Cc1, Cc2, Ctog1, Ctog2,\n", " cpw_params=cpw_params, Z0=Z0,\n", ")\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "b3442c00", "metadata": { "id": "4f298ba70455498391e5c2996a62c10e" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.fancy_plot(foster_net, cpw_net_refined, m=0, n=0,\n", " lom_label=\"FosterFit\", data_label=\"CPW\")" ] }, { "cell_type": "markdown", "id": "1958dcd7", "metadata": { "id": "b74aa152e81d4dcf9708372110b18e87" }, "source": [ "We can now compare the resultant $\\omega$ and $\\kappa$ of the final networks." ] }, { "cell_type": "code", "execution_count": 17, "id": "438dc6b5", "metadata": { "id": "6896aa47a5864f119da3f9c82ea68a96" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Foster f0 = 7.4662 GHz error = 8.163%\n", "Foster \u03ba = 20.4763 MHz error = 80.370%\n" ] } ], "source": [ "f0_foster = analysis.find_resonant_frequency(foster_net)\n", "k_foster = fwhm_from_trace_db(foster_net, m=0, n=0, kind=\"dip\")\n", "\n", "print(f\"Foster f0 = {f0_foster/1e9:.4f} GHz error = {abs(f0_foster - f0_cpw_s21)/f0_cpw_s21*100:.3f}%\")\n", "print(f\"Foster \u03ba = {k_foster/1e6:.4f} MHz error = {abs(k_foster - k_cpw)/k_cpw*100:.3f}%\")" ] }, { "cell_type": "markdown", "id": "36137488", "metadata": { "id": "48c13b78ba7e4f95ab9652fe392b5b6b" }, "source": [ "### 3c. OptimizedFit\n", "\n", "`OptimizedFit` runs two stages of numerical optimisation against the CPW S11 and S22.\n", "It needs the CPW network as input (or measured data \u2014 same interface).\n", "\n", "\n", "The default parameters, in our experience, will nearly always outperform `FosterFit` and `AnalyticalFit`. However, in some cases, you may want to tune the parameters yourself. The `OptimizationConfig` class lets you tune the optimizer to your desired specifications. For example,\n", "\n", "1. `w0_window_frac` scans circuits that produce \\omega_0 to within a set percent. If you are most interested in producing *localized behavior at resonance*, we encourage setting `w0_window_frac` $\\sim 0.0001$. However this can be relaxed to $\\sim 0.005-0.05$ if you are most interested in producing *broadband behavior* across a wide spectrum of frequencies.\n", "2. `n_w0` which provides a number of points within the specified range of the desired $\\omega_0$ for an initial scan. As this initial guess will be refined later, we suggest setting `n_w0`$\\sim 10-20$ to preserve runtime.\n", "3. `n_dense` provides the number of points to optimize over for Stage 1. Again, we reccomend a value at or below $100$ to preserve runtime.\n", "4. `n_widths` is the window of points to optimize over in Stage 2, set to a range of linewidths. For example, `n_widths`=3 would represent a range of points centered at $\\omega_r$ that span the range $\\pm 3 \\kappa$.\n", "\n", "\n", "If you are most interested in producing *localized behavior at resonance*, we encourage setting `w0_window_frac` $\\sim 0.0001$ and `n_widths` $\\sim 1$ . Alternatively, if you are most interested in producing *broadband behavior* across a wide spectrum of frequencies, we reccomend relaxing `w0_window_frac`and `n_widths`. \n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "d12267c7", "metadata": { "id": "c96a7f45af124cf5816f4ccc164d9855" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", " 0 1 5.0768e+00 5.54e+02 \n", " 1 3 4.5932e+00 4.84e-01 1.75e-12 9.26e+02 \n", " 2 4 3.8709e+00 7.22e-01 3.49e-12 3.82e+03 \n", " 3 5 3.4238e+00 4.47e-01 1.10e-12 3.49e+02 \n", " 4 7 3.0479e+00 3.76e-01 1.72e-12 9.66e+02 \n", " 5 8 2.5286e+00 5.19e-01 3.42e-12 3.94e+03 \n", " 6 9 2.1961e+00 3.32e-01 8.26e-13 2.12e+02 \n", " 7 11 1.9188e+00 2.77e-01 1.69e-12 9.98e+02 \n", " 8 12 1.5802e+00 3.39e-01 2.55e-12 2.33e+03 \n", " 9 13 1.3831e+00 1.97e-01 1.03e-12 3.88e+02 \n", " 10 14 1.1720e+00 2.11e-01 3.31e-12 4.10e+03 \n", " 11 15 9.5904e-01 2.13e-01 4.23e-13 7.58e+01 \n", " 12 17 8.2618e-01 1.33e-01 1.63e-12 1.04e+03 \n", " 13 18 7.2767e-01 9.85e-02 1.22e-12 5.99e+02 \n", " 14 19 6.3543e-01 9.22e-02 1.63e-12 1.07e+03 \n", " 15 20 5.8582e-01 4.96e-02 7.89e-13 2.66e+02 \n", " 16 21 5.3543e-01 5.04e-02 1.89e-12 1.48e+03 \n", " 17 22 5.0720e-01 2.82e-02 3.09e-13 5.53e+01 \n", " 18 23 4.9942e-01 7.78e-03 1.94e-12 1.59e+03 \n", " 19 24 4.7661e-01 2.28e-02 6.16e-14 1.74e+01 \n", " 20 25 4.7513e-01 1.48e-03 5.29e-13 1.29e+02 \n", " 21 26 4.7497e-01 1.58e-04 3.27e-14 2.48e+00 \n", " 22 27 4.7497e-01 1.80e-06 2.36e-14 8.30e-01 \n", " 23 29 4.7497e-01 1.72e-09 1.12e-16 1.06e-02 \n", " 24 36 4.7497e-01 3.20e-12 8.61e-21 5.25e-04 \n", " 25 41 4.7497e-01 4.11e-15 7.58e-23 4.82e-04 \n", " 26 42 4.7497e-01 1.29e-13 4.27e-24 4.12e-04 \n", " 27 46 4.7497e-01 0.00e+00 0.00e+00 4.12e-04 \n", "`xtol` termination condition is satisfied.\n", "Function evaluations 46, initial cost 5.0768e+00, final cost 4.7497e-01, first-order optimality 4.12e-04.\n", "OptimizedFit(L=5.9118e-10 H, C=6.7779e-13 F)\n", "L = 5.911839584150701e-10 H\n", "C = 6.777854514800046e-13 F\n" ] } ], "source": [ "\n", "config = OptimizationConfig(\n", " w0_window_frac=0.0001, \n", " n_w0=5, \n", " n_dense=10, \n", " n_widths=3.0, \n", " verbose=True, \n", ")\n", "\n", "optimized = OptimizedFit(config=config)\n", "\n", "cpw_net_refined = cpw_resonator_network_2port(\n", " refined_freq, d, Cc1, Cc2, Ctog1, Ctog2,\n", " cpw_params=cpw_params, Z0=Z0,\n", ")\n", "\n", "\n", "# fit() takes the CPW 2-port network as the reference\n", "optimized.fit(refined_freq, data_ntw=cpw_net_refined, Cc1=Cc1, Cc2=Cc2,\n", " Ctog1=Ctog1, Ctog2=Ctog2, d=d, cpw_params=cpw_params, Z0=Z0)\n", "\n", "print(optimized)\n", "params = optimized.get_params()\n", "print(f\"L = {params['L']} H\")\n", "print(f\"C = {params['C']:} F\")" ] }, { "cell_type": "markdown", "id": "21c36ed5", "metadata": { "id": "9fcaef8d1aeb44dca4051c83d3b60d9b" }, "source": [ "Get the network by running `optimized_net` with your desired parameters" ] }, { "cell_type": "code", "execution_count": 20, "id": "ed4552eb", "metadata": { "id": "ef5bf066ab034650ab509ba7fc386039" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cpw_net_refined = cpw_resonator_network_2port(\n", " refined_freq, d, Cc1, Cc2, Ctog1, Ctog2,\n", " cpw_params=cpw_params, Z0=Z0,\n", ")\n", "\n", "optimized_net = optimized.get_network(\n", " refined_freq, Cc1=Cc1, Cc2=Cc2, Z0=Z0, \n", ")\n", "\n", "plotting.fancy_plot(optimized_net, cpw_net_refined, m=1, n=1,\n", " lom_label=\"OptimizedFit\", data_label=\"CPW\")" ] }, { "cell_type": "markdown", "id": "78d8acec", "metadata": { "id": "4f4ad6a479384f3f8ed2d3652556420c" }, "source": [ "Return the final frequency and linewidth." ] }, { "cell_type": "code", "execution_count": null, "id": "201d9b0a", "metadata": { "id": "7442421c55484172ae1f9f76e8157a28" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Optimized f0 = 7.5718 GHz error = 0.023%\n", "Optimized \u03ba = 14.6007 MHz error = 74.993%\n" ] } ], "source": [ "f0_opt = plotting.find_resonant_frequency(optimized_net)\n", "k_opt = fwhm_from_trace_db(optimized_net, m=0, n=0, kind=\"dip\")\n", "\n", "print(f\"Optimized f0 = {f0_opt/1e9:.4f} GHz error = {abs(f0_opt - f0_cpw_s11)/f0_cpw_s21*100:.3f}%\")\n", "print(f\"Optimized \u03ba = {k_opt/1e6:.4f} MHz error = {abs(k_opt - k_cpw)/k_cpw*100:.3f}%\")" ] }, { "cell_type": "markdown", "id": "88c5aac1", "metadata": { "id": "305f6b1ff6484721afaba7aa50b9e8f8" }, "source": [ "You can also inspect the Stage 1 scan results to check that the optimizer found a clean minimum:" ] }, { "cell_type": "code", "execution_count": null, "id": "4dc6d5bd", "metadata": { "id": "d37a9493c3c6441b88a790bb73e730a3" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scan = optimized.get_params()[\"scan_results\"]\n", "\n", "fig, ax = plt.subplots(figsize=(6, 3))\n", "ax.plot(scan[:, 0] / (2 * np.pi * 1e9), scan[:, 3], \"o-\", markersize=4)\n", "ax.set_xlabel(\"\u03c9\u2080 / 2\u03c0 (GHz)\")\n", "ax.set_ylabel(\"SSE (Stage 1 objective)\")\n", "ax.set_title(\"OptimizedFit \u2014 Stage 1 \u03c9\u2080 scan\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5a20f991", "metadata": { "id": "c4b490c3a5cb42a38e82e15f19b07e0e" }, "source": [ "The optimized network uses $Re(S_{LOM} - S_{ref})$ as its residuals. To ensure that the optimizer worked as desired, you may plot the residuals for the scattering spectrum." ] }, { "cell_type": "code", "execution_count": null, "id": "6fc5ab87", "metadata": { "id": "4c09f41110cc46e2bb498d6f56430fe6" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: figures/residuals_s11.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from simpleLOMs import plotting\n", "\n", "plotting.plot_fit_residuals(\n", " data_ntw = cpw_net_refined,\n", " lom_networks = {\n", " \"optimized\": optimized_net,\n", " },\n", " m=0, n=0, # S11\n", " save_path=\"figures/residuals_s11.pdf\",\n", ")" ] }, { "cell_type": "markdown", "id": "08d37c49", "metadata": { "id": "688bd00871d7483fb1674b0da1c26556" }, "source": [ "### 3d. Side-by-side overlay\n", "\n", "`plot_all_models` puts all four networks on one axes so you can visually rank the methods." ] }, { "cell_type": "code", "execution_count": 29, "id": "8dd4c54d", "metadata": { "id": "ce6529959e01478981ec142f89177578" }, "outputs": [ { "data": { "image/png": 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bk/2e7UL3OdKl3F5q6/XT+3xXRGeyVPfz9c3WHdauXFcEuJPtlr5tfYPeSZ+pPUvr9FJAfIo/WwAADFq+oyPyq1dHrrTk16yJ3OpkWRWdK1dF2/OromPlquhaVTqeBKvXr0uD1Y3tbdHU0RaZQnX/Dm0sLQAAAAAAjE0C2kDNtthii6r6rV69OubMmVP3evq77lA+DgAAAABg4mnOFZepNQXCqw+D55PAb3Pv0HYx1F2c8TsNdpfau0PeFaHvdN2SibaWiLbWKK5bijOMC6eOD+0NDdFex/Mns31PLQW3p6bb+XQ27yT8PSXZT7eL6yT4ne6XxiTrYt9yv+Ls4FW/87rWF5dYXodHlimFtqdtGN7uXqbXdiyZKdyfKwCAMSPf2Rm551dGbmXvJb9mdRqubk9C1s+vLIWs10SsXROZdWuiKQlZZ7uqukbyTy9fvAMAAAAAmNj8nBioWbWh65UrV45IQDu5bjVGojYAAAAAgEQyB/OkruISSU51iMLf2YZieLt3cDuTbne3p8eK4e6kbX33sd6B7yQQLpQ6fnU0NBQnpB+iKfsa0+B2MbSdrMuB7yT8PT2fj2mltuJ2si6k6+JS3J5emt178+YoL0R0ri0uQyXTUAx8t84ohrYnlda99mds5PiMnn1BbwCAmhTy+eIM1n2C1snS9fzKaFu2PNqXPx/ZJIy9amXE6lXRuGZ1NHb2e6etDTSXFgAAYPCSG9KmMj2/yShU/Bg02e7+DUepvdBPn3L7Js/VZ7+/82+shu7zb6SGfuvoo28t3fpp73vuas9R2baxc2zsfJVtmQHq7NV/gOOVJytfL7OJcYXy8XLfinED1d73fAPVP9DrUFlHf+MytdZRxeu60U4DvL9qqb+nb6a6x7KR90ZmoPozA/Xd9LiNvpblw5meTpXHKy9R+Z7rv8emZGrouomOGxzasG//z39PQ6bPmH4fV8XrOpDK16T3+I29//pcv5+ele+Pgeoo1p+p4hz9FrnRfuXbQVf167SNPF/pY6viBIXMhvX3PvemztH/M7XBe6CfGjN9H2ufmqotqf/6+xmfGej92ru2nvdmT3vl58wmi+rneo2Tp/X7eGA8EdAGalbtzNNLliyJBQsW1L2e/q47kMbGxpg1a9aw1AOjzdx3fSMWLn4mCoVC8S/LyTr9SVP6P+lS3i/+ZTpfak72i8cype3i/yf/PChEPm0vdy3+yC1TWpdWSa/iRr7Unl6ovM6Xxif/0/0jqkhPXHGt9Lz50vUr603by+ctXb/7WKGyiNJ+z2MoDSr+mKL0uJPHmE8eW/nkpXHlmss/0ijul/6JlGx39+85T/E5Kh8q9e8+3lNP+Trl57R8nu4iC5tel2vt/kdQ+Rrl56r7+sVV+vz0eQ42HNf7Oet+Xrtr73lMPT8d6dnufv56nat0jeQf1xXPU7/9+tZQ8dj6Xqv4vFbW1DOu+596GztvRXvPDx3Kz0fv56f7Wn3q6rl274v1fg/16F3DwPsbPsaNjat4Lcs/aKisc8MS+z9Hr+el4nqVz0P6Pir/+ansU/ljv57npud16Hn+Kv/5vmG/4nblNTcYV3Htyuem51yV7/m+1+w5d99rJuvN+zI4AADAyGjKR0xrLy6b/srDRr/+0S35aUp7azHAva60Xj8p0729blJxv3w83W8t7afbEdmmar/1wFiXy2RiTWMm1mzmv6iTf6unge1COchdnKW7vF0Z6C4HvWfmczEjn4+Z+XzMyOWjJYZY8rPFjtXFZXM0NG88vF3enjQrYvKsPuvZxe0kJC7gDQCMcfn16yO7YkXkli+P7PIVkVuxPLLLku3l0f7csnRJ2mPlimhYvar7d8Cb0jh09x0CgAkrXw45lpdN7W9se1P7fdtr6dtrv/RNqIrAWPd2OZjZZ72x4xu0V9NnI+2DHTdQLd362+77ZZ2KjEz398cq+vaK2PQ5X/qs9s3VlcM53V9AKu9XfI+ndK3K6/S+cDEg1R3i2qBfuYCKCFD648WKwFLFoGQzPV+fS6Wjixvpdvfo9ItHlecqHe9+gJnINJSP94zvrqd0ve4e6cDS8UxSavLYiu3dNZQec/HSDRXn6H28ITlWDpBlGrofW/E6Dd1jiseT5lJb5VLZt3yN5PGk2w3RkBaZVJlcr3yu4piG9HE3dG8Xz1M8V7HU0nZ6zvJ2Q/p8FR9L+brJ4+g5b+XjLz+WpILyi9Xz/FZuFx9f+TnueS3K1y1ul1+U4tPRp3/l61Nu736+i89B9/X7rbe8XXoT9nld01q6H0ND8Xku1dV9nvT9VKqr8jGlr0H5KUi2S/1Lr0H385GpvFbvGouF9byHerYr/6DGAMf7bA/Ut+9xP5sGAOiXgDZQs/nz51fVb+nSpTESqglob7vttlXdFQfGoyNecdhIlwCMU+mNHyqy3uUbQaT3Lui+qUG5b++2vv3LJynfGKJ8vOfc5Rs69L7HQL/9+1xzYzWWz9QzvqJ/0q90c4hknR5JfzvZ09a9rrz5RCFfauu5RjLbQ/FY6TEk5+s+T+ma3TenKI8tbydjSw+4dK3y0nPDgeSalbWXb5ZRrq107X6ukSzpjRMqbuJRfuyl6ovX7V6Xrtn9nPQeVzx96UYVlTcE6XWTkPKT0+d47xeqePON7odZcVOPimsWr9Nz84yesT03xuh1zcobg6Sr3teoHN9TdyEyyaHuG3/0HKusvfw89rz4pROnXyTruWb5eKbyhijltrSQ9GI9/UvnSW+C0udxZvq7XukGJN3Heh5gzznKN1XorqVyXf4DUjxH32N9z12+IUTvvuW25NdK5ZufFNvLN0lI2rtrrWzv7lscX77pQk97sW/5GsX2nrZyfZU3k6g8V89NGspt5bG9z1OeDRAAYKJJvvYzpaO4zO1u7fv3ok3/PamzqSfc3R3gnlRqS9eZWDs5Yu2kSNdrJme6t83gPTEVhiDoPSkJapeWmbmK7f7aKraTAHhdf3ma74pYv7y4DEZDU8SkmZsOcfd3bMqciOYp/jwBAHWTb2uL7HPPFZdnny1tJ0Hr5dG+bFl0Prc8DWVnVj4fDR297ibVL2FrgPpLfmuZb4jIZ4rrJDyZbvfZL4di8/3s993uu+7dltngWLVjq7n+xo9lBn3OgR9TNSHlzOADzX22u39XmvxeNA2GJorbiXKYNM1mlo4VA6Sl9lIAN/29aJqzK//+NKKxtN1Qupl9eo3S708bSr8rLW+nS6GQrjN99tO25Byl4GqxrRg8bEwCqaXQYhJMTY93t/Vsl48l3+9sLIUzi8caKsYVA5HJOcvhz/RYaalsyzQkZym2J2HJhu6watKvsRROLa7LQcvyuO7tUr8kZNlQ3s40FrfLYyv7JtfsDrs2Fq9X2S8NuxbPlTxD5WPF85XPXQp99lqKodhy6LN3+8aOVY7LbGRsRd/uIObGjvVzTgAAgAlMQBuo2c4771xVv6effjqG25o1a2LdunVD9hgAgOoV7zzaq2XkigFG5Q0cKm+MkK+8qUMpLF+8X0HFjRPSDH5hg3GV2fFe40rnK5+7940YKtsq+2w4rnj/heJ5yzcPKObriwH6fHKjhfJ2Lh/59OYJpZsU9OqTT8ckJ0r6JG2Z8pi0b7FPckOA7n7Jfqk9PWd6/mKgvnzd9MYE6fHyfvn6xXP11JGcq3y8ePOG9CYB5XGluottpZszpNcvhe5L44pPWrGu4k0bKm4cUHGeNPBevglFvlhzd3v5hgAVN4con6/X8WS/3Cd5vrr7VoT7y9dPv+CR7+6fBupL9abr9OXLp18ISepIA/wVNy0o3jCgHNBPrlX88khPsL84pu92cVzxvOWbDjSU9sv9kv1eY5LjlX276y1E4wChNgAY61qyxWX2utoD3l2NPcHt4ronzJ0GuQW72Yj2hoZ0eXYQY6dVhLZn53Ixu7Sela7zMau7rbidtA/bL1zz2cEHvBtbI6ZsUVrmVGxvrC0JdU+ux6MAAMbabNd9gtddyfrZ56JtydJ0O79sWTSsWzvguYSugaGWKwWJcw2ldaZnu9xe2af7WKlfriHTe3zFsXJIuTLA3B1ezmykPTlfRVthY317jano2097cZ2p8vobrtPfb23k+qPhZydNhUK6NJYCwE2ldXE/+YJzIV0nv0tpKq372688R7qu2E5+V9NSCh4n/Yth41IAuWK7qbQu7pf6pmNK7WnAtxiabSwFacvrpiS029AUjaXAbmMpnNuYaUqDt+V+xWOltmhI+6X7mabSmPLx0n66bi6OTQK8yY3b0qWxGIxN1sl+EvLtbisfb6w43lDRtqnx5TE1jM9Ubidh3WRtllUAAAAmDgFtoGY77bRTVf0eeeSRGG4LFy6sqp+ANgAAjNQNHPwynpGVhOGT0Hsx696znSuH6/tup4H7YlA/3S4FvnNplr28XxzT67zpfs+YYla+n+vlk3OVQvm5bORySYg/lwbU89liMD/yucjlkuNJv1wasE/6FAP1+TT0X24vlNrTvklIvjSuGMwvX6d4zu7tUgC/eKOAnpsE9NpOg/K5NBBfPpaG8Esh/XLfcvA+kjrSwH2xjjRIX7pBQDFkX74ZQHFMQ3dgP98deG8sB+Er2srbjZXt6ZekBjGuIjBfPNYzHoDRoTlXDHb3H+7edLB7zeSI1VOSJVNaR6yq2K5sT2b29qVRytY2NKTL4hrGzCiFtmflekLd6XY+V2rLx5x8LubmcrFFLhetI3GPnlxHxJqni0u1mqeWwtqz+4S350ZM2zJi6ryIafMipm5ZXAt0A8CYkm9vj+ySJdGVLE8/E11LnonsM8n+M9G++JnILl0amSqC18XZO4HRJA0qN0Zky8Hk8nZjcb9yu7xkGzM9+/2N7fc8mQ3OUxmW7huM7hWATsb2G5reVKC693kmwr/lk59ZJ8Hh5jRAXNxOQstpW6EQrVGI5lJAudinFHouhZ+TPk35chC65zzNfc5T3i6HpDcWmm7qZ78cmO4OVKdh46ZoKoWLk6WpsXK7ORobm6MhuZFYEvZtaolobC4uDck62W/q2S4HgtPjTRsuaXs5OFwaV97vHpPsV44fxPkmwPsNAAAAqJ2ANlCzBQsWVNXv4YcfjuEmoA0AAMCmNDRkosGNAkatypB8EmZP1uWQfHk7XaczzhcD8L36VmwX173Plc33OWefvt1t2Vwads/lcpEvb5fWyX4+Cbh3JSH3XBSS/VzPdqEUmk9D6kn/dF0M0RfbSgH5cnvf4+kD61knfdPikuB4aWwmlwTdk8B8sp0rBsyToHshlwbMi2HzYlt5P13ypb692pJ1riKgnksD833H9T1vcyE30m8XgE0Gu+esLS7VhLqTL5eXA92rpmY2CHevnJosmVg5LdKlq8nfJehtdWNjuixKZm+vwvRcPg1q9yz57vD23Ir9OblcOsvXiOlaF7EqWZ6orn/L9GJwe9pWPaHtNMTdT5i7ZWq9qweAmOg/Y0lnu35qcXQ9/XRklzwTXUn4+plnojNZnn4mYtXKTZ7D33qh978bs429l65+tzPFvk2l/YYN+3b36+c85f1iYLociC4FmUvnSwLKvULSFQHpZDudNVmQdEDprMqloHISWi5u97Ql6yRsnKxbSiHmcp/KMZX9i8eKQemWDdoqAtMV4ehk3d1W6lfcLwahe98EIxPR1BqRBJvTUHN/6+R4S2ndvIljLRVLKRxdDkM39heY7idAnfZv3nC89x8AAAAwgQhoA4OaQXvatGmxdu2m75T84IMPDltNtV5zv/32q3stAAAAQG0ymUw0ZiIaG3yBqxaVYfM0hJ5L1vleofTiOp+us7negfXKvvnSuqtyzAb9S+1JOD2bi1xXthhczybrrmKoPd3ORb4rWwq292lPQujZbPd+5HrWUQrDp9vJOpstBtOzSSg9mwbEm9LQeC5dN5VC5j1tPfvFtnz/x5Jgep9zlfuWjyUzrAPjXzKTVPdM3c8NHOhe1xrx/LSK0HYS4J6WiefTdXE7aUuC3r6UTH/WNDaky+PpV+8HDnNXhreTZatsLublikuyvWUuF5MKo+C/WZ1rIlYky6PVzc49fauI6duUlq0jZmxbXE8vr7eJaE6muAcA+pNbsya6nnoqOp96KrqefKq4vfip6Ey3F0d0dox0ibBZkhmSO5uKS1eyJOHl0nZnup3p1VZuz5bHNGaKbaWwdGc//dI+G4SnewenkyC0wPPQSsLHSXi5tbSe1Gc/WbfmS+vutmLgudzW+1jv82wsON0SPW2Ngyp8Us/SXLk9uRh6biqt0/1++qVL36B0PyHr9Fg/oWrhZwAAAIBRR0AbGNSXpffff//44x//OOBs1mvWrInp06cPW2133HFHVf0OOOCAutcCAAAAMJwzwzcP6luFY08SEu/KlcPm+egqBdKTIHm5PV2X2tPjybFSn3RMvhAdpT7l9n7P2ZWNXGcxeJ7r7IpcV1cUknUSLu/qSgPo+fI625W2pbOrJ4H0riRsXlpyxTB6st1UER5vzmejOd3OlvaLbU292kp90nHZPn0qz1NqS2ZbB+pqakdxmb9802HuZEaz4uzbxdD2iukRy6eX1jMiVkzPxPLpER0tvlzNwGHuxwYIc8+oCGyn4e3SeqtsNg1wJ/tz0puPjBLJ7NxJkHugMPfk2T2B7RnlMHdpSfZnbh8xZQshBQDG7SzYuWXLovPxx6Nz0aLiOglfP/lkGsrOr1490iUywSSh5s7miI7mYti5vO5szvTZrzye6WkvHevo7lMMUJdD1sVQdU+IOu8mjsMemp6cT0LO+TToPKl7v7Tki+2Tu/dLfZL+Ff0ml8LV/YauS9tD+qXVNAQ9pbi0JOvJxRtCJet0v5+2JEidBqcrA9WlgHXfQHVlP//uAAAAAKAPAW1gUA488MABA9rJLwvvvPPOeNnLXjZsdd12220D9pk9e3bsvPPOw1IPAAAAAEMrmWG9sWFsptGTn5clIfDObBICz0dnKQzevd9rXejuU9l/bUX/rtI6CZt3ZUv9O7NpkDzX2RH5zq7Id3QWQ+Sdnel+obydhs07I9JQeVcaKm/O9R/8TkPhua5oKe235LLRki/2T/eT9lx53dXdlvQrb8NEnZl77pri0hPgLvQ7I3cS1E4D22lwuxjkTttmFNfrW83GzaatbmxMl4Utmw5cJAHurbPZ2Dabi22y2dgm17O9dTaXhilGlbbni8uz9228TxKWmDm/uMzavhjaLu8ny4z5xdnnAGCUyq1a1RPATpfidseiRVFYt26ky2OMBajbW4rB6J51MSDdXmpL1h3putReausJVfcftk7WZpEeeY2FQkzJF2JKId9nnbTn0/Xk/IbHkrbJG4Sue4LVSXB607eE2kwNzRGt0yJapke0TC1tTyttl9qSpRyiToPUUzcStq4IYyf/FmgYNbehAgAAAGACEtAGBuVFL3pRVf1uvvnmYQtoL168OJ588skB+x100EHDUg8AAAAAVMpkkpnOk6Vh1IbHO7L56OjKpWHwjq58up8EwjuyuQ22y8uqgfp3dUU2CYp3dEauvSPyHR0RaYC8MwodnZFJw+OdaVtTbsMQeDkA3hP8LoXAc13RWgqOt+Y6i9ultsrthn4CsTAaZ+TeYdnGZ+ROAhPLZkQ8NzMTz80srp+d2bO/aqoANwPLZjKxuLkpXW7fSJ85uT4B7mwutk3X2dgum42Z+VH4mZpti1j+cHHpVyZi2lYbhrhn7xQxe+eIWTsUZ8UDgHr/m2vJkuhY+Eh0PLIwOhYujM5HHk2D2Lnnnx/p8hgBuUxEW0sm2loL0dYS0dZa3o/u/eTfAW2t/QWsM8V1n9C1GadHpyQ4PS1dCul6aqFnO93PF2JqZbi6ImzdN4zdUkj/djs8kjD1pBkRrckyvbT0F7Ke1k/gus+2GyYBAAAAME4JaAOD8vd///dV9bv22mvjQx/6UAyHa665pqp+Rx99dN1rAQAAAICxGh6f1to0YoGFZObw9mwu2jtz0d6VT7fb0u1ctGfz6XYS/k73u/LR1pWLlaXtYlvvY+2d2ehKAuDr2yPf3hb5jvYotHdEoaMjGjs7+g10J2HvdDvfFa3ZJADe93h5OwmFF8Phk5Il2ykMTt1M6oqYvzxZ+p+JO5nR7rlygHtWsl0Mbj9b2l8pwE2VVjQ2psv9yazt/Ziey8f22a7Yvisb87PZdL19aT0vl4vGGI0KEWuXFJfFt/VzPBMxY9uewHa63iliTml7yhb+/ABQWxD76aej45FHimHshQvTQHbnwkcibzbscSEXmVjXPDld1rRMjvVNrbG+ubhua26N7KTJkZuWi+yUjmif0hbrJq+O1a3Px6qW1Wnwen1rz+zW/o4xumUKSYi6EDPy+e6lGKiuCFinYeviftI+vRS4TteF4vaI/B25Mly90fXMDdvLbUmwumF0/u0eAAAAAEYTAW1gULbddtvYe++94/77799kv5tuuinWr18fU6ZMGTUB7WOPPbbutQAAAAAAtYfEW5qSpSFmTEq+qV5f+dKM4WmQu7Qk20kIfH1paevKFtel/ec6s93bxXXxeLp0dEW2rT3ybW1RaGuLho727uB2sp6c7YjW0na5fXI2CXl3btivYj/tl+us+/PB2NaSjdhuRbL0H+DOt7ZE1zZzom3rWbF+3vRYPW9qPD+3NZbNaY7l0yPW5dtiXde6WJ9dH+u7isu67Lp0XXDjASqsaWyI+xtb4/7WDRPczYVCbNdPcHvHbFfM78pG/T/ZB6sQsXpxcVl0U//hljS0vWPEnAURW+waMXe3iC12i5g6V7AKYAJLAtftDz0UHQ8+GO0P/C3a//ZAdD68MPLr1490aQxgbdOkNGC9tmVyrC2Frdc2T0qD1p1TpkV+ytQoTJ0emenTo3HG9GiaMTNaZs+MSbNmxtRZ02PG5JaYMbk5ZjS1RVfX47GubWEsWvtQLFz5YCxavShyhVw/V/V3hpEKWSdh6cqQ9Yxcn/2NtE3PF6JhJItvbImYPLtnmTSr9/7k8v6siEkV+0nIWrgaAAAAAIaFgDYwaEnQeaCAdnt7e1x55ZVxyimn1LWWtra29DoDmTt3bhxwwAF1rQUAAAAAGP0aGjIxuaUxXeohmyuGv7sD3BXh7nL4e11HT/h7VWc21nQkbcVlbbrOFdftndG1vi0Nf5eD3ZNyHTGlqyOmZNvTUPeUbEdp3Z62T67YLx+f0lXcFvieeBo6OqP18SXpMiu5CWvFsUxzczRvv3207LBDtOy4ezQn63R7x2jadttoL3T2BLez64tB7lKAu62rJ9hdbi/3TfaTPms71xaXrrXpMcavrkwmHm9pTpe+mgqFNKS9U1dX7NyVjZ27utLtnbqyMTufj1Gtc03E0nuKS19J+CUJaqeB7YrgdhLkbp40EtUCUK9ZsZ99NtofeCA6/vZgtP/tb9Hxt79F56JFycGRLm9Ca2tsidUtU2JNy9Q+6ynRMWV65KbPiMyMmdEwa1Y0z54dk+bMiqlzZsbsaZNi1pTmmDWlJeZPaYnZpe3prU3pvxX7s6J9Rfxt+d/i/hW3xs3LH4gHFj0QT655ctgf80TWUCjErHw+ZuXyMSufi9nJOpeP2flcaZ3sl9rzuZhZmtl6REPWZU2TIqbMjZi6RcSULUrbc4vbyXrynD7h69kRzZPdDAgAAAAARjkBbWDQTjrppPjyl788YL9LL7207gHtq666KtasWTNgv9e//vXpTDwAAAAAAPXU1NgQ05NlCGcDz+ULsa6zMsSdS9dr2kttneVgdzaebe85Xm5fW+q3dn1nZNev6wl1d1WEuEuB7mJ7cX9aV1vaJ1lPTZZse0ztak/7M/YVurqi89FH06WvTEtLtOy0U7QsWBCTFyyImQsWROsuC6Jlp72jYfLkmq+Vy+fSoHa6dPas13St6d5f07kmDXcn68rj6zrXFddd6yJfGOWBXjaQrQhv39DnWBKi2ak7vF0McO/a2RnbZXOjI0yzKe2rIhbfVlx6yUTM2r4Y1t5yz4h5exWXLfeIaJ0+QsUCUK3sc89F2z33Rvu995TW90b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fzzFYfuONN4bvfe97yff3oYceGk466aRU/065lst/p+X57ne/m3y+5WbbbbcN999/f1HmjqHk+PP23//+9+R9gfizddyIYHmqq6vD4MGDw7rrrhu22mqr8OlPfzr5b3zeLAfx+e2ee+5Jvm/jc378nlmWKVOmJLe33357ifdNunfvHnbcccfkcb333nuXVesx+ReD/tdcc03q8XvuuWfYbbfd8romAABYboN2t6acNGgv6+PLbdBezrqo7Abt+PP51LnpNgvNa4N2YweC0jGQvURAe2JhguEAAAAAAAAVrrrYC4COimGUNFZbbbVQaLH5LY0YjiCdiy++ONW4z3/+81rBAGApYlAytm6mFduma2tLfz+nGN4cMmRI6vG///3vczp/DLfGkFt7t+V5+OGHk9DcpptuGi655JJ2w9nLsnDhwqRVNZ4PxbbYeP60vMAu5SuGM3/wgx8k/87HH398ElbtyL91vKj0vvvuSx4zG2ywQU4Ct7Epe9ddd00aus8///zlhrOXJwa2f/GLXyQNwKecckrSjEzX9cILL4Qzzzwz+Vk7bogWNxW4/PLLwzPPPNNuODuK3x/vvvtuEm6Ox4kB8xjYjt8/aTd/K5Y77rgjrLfeemGnnXZKNi5bXji7vQ0dbrrpprDPPvuEtdZaK1x55ZU5Xyvl6ze/+U3q15G4scHPfvazvK8JAAAW16Nhyfcpp2Zs0I5B7KVt7rdgSucatFvarIvS1b22e6itzvbv1TaMPXvB7DB34dziB7Q70mTdtjF75oQOzNsv+30AAAAAAAAqnIA2ZSu2ZOUyLJ1LaedM+zl0dbHdMLaFpTFq1Ki8rwcAylEM/qa1+uqrh8997nOhHDQ0NIQTTjgh9fgnn3yyZMJ4MSx38sknJ02uac910vrggw/CMccck4S+YysxlePBBx8M66+/fvj2t7+dhJhzGYDdfvvtkwb22GrdkcfzF7/4xbDJJpskgdJcmTdvXjjvvPOSAHn8/qXrPd5jS+/IkSPD2WefnXqjtjTiZhixkXrDDTdM5njsscdCKRk3blzSUhw3PBgzZkzO25K/8IUvhJ133jm89dZbOT025Wfu3LnhiiuuSD1+//33L8pmiAAAdG09O9mgvWj+/NDaZvO3GNheOHlK5xq0GzRol4u4iWbv+t6datCeNCdb43rUs75nyLmONFnPntS5gHZDzxBqu2WfFwAAAAAAoMIJaFO20oSbu3XrFgYOHBgKLW2L4+uvv573tVSCSy+9dKm72rcVgyobb7xxQdYEAOUkNtrGltG0TjzxxHZbn0tJbFJtbGxMPT42SxfbO++8EzbbbLOkITifLdcx0BrnyRLQp3Sde+65SfPvyy+/nLc5fvvb3yZh1TStxB959tlnk2D27373u7ytKwZz4+d+11135W0OSkf8WTk+DrfZZpuk9Trf4hxbbrllskHB5MnZ2tPy4d577002JbjlllvyOs/o0aOTdu677747r/NQ2q6//vrw4YdtmtSW4xvf+EZe1wMAAEvTo21Au01QOm2L9uJa43sfCxZkOsa0NsHwHo0atMtJr4ZsbdZT5kzpdEC7b2MHwtR5adBuG9BO/3Ngoql/9jkBAAAAAAC6AAFtylaalqcBAwYUJVw0aNCgVOM0VbUvBpYuu+yyVGO1ZwPA0l133XWpx3bv3j0cccQRoZz06dMnHHTQQZmCSMUUm1BjELBQzdax2TieJ5155pkFmY/8nBN/+ctfDv/7v/+bauOizophzZ122inMmTOn3bF/+9vfwlZbbRX+9a9/5X1dM2bMCHvttVf4+9//nve5KI74+D7nnHOSxuxCBLPbzh03KFh33XXDo48+GorlqquuCp/97GfD2LFjCzJf3IwhhuHjvHRN11xzTeqxm2++edhoo43yuh4AAFiatk3VU7s1Zz7GgjYbEy1oE9hOY2r9kvO2aNAuK1kbtNsGsjsU0G7IR0C7A8ecObFzDdrd+2WfEwAAAAAAoAsQ0KYszZw5M8yePTtnQelcSzvvhAkZf/HZBcVGr7fffrvdcfX19eHQQw8tyJoAoNxkCbnFkFZzc/YLHIvtwAMPTD32gw8+CE8//XQohnheE4Ov7733XsHnPvvss8NJJ51U8HnpvJNPPjn8+te/Luicjz/+eDj66KPbbfndddddk+B0ocydOzfsvffe4Y033ijYnBTGlClTkgD+N7/5zVSbA+RLfH6Obe2XXnppweeOAfHDDz88LMjY4NZZ8+fPD1/4whfCzTffXNB5Kb74nHrPPfekHn/wwQfndT0AALAsbZuqO9SgPXnykn/uSEC7bYO2gHZZ6VWfrUH7wzlLhvo/nP1haQS067qHUNuQ7T6zOhnQbhLQBgAAAAAAWBoBbcrSh212OF+Wfv2K84vC/v375/Tz6MouueSSVOP22WefpD0TAPhkGPnZZ59NPf6AAw4I5WjHHXcMvXunb0C54447QqFNnz497LHHHgVrRV2aX/7yl+FHP/pR0eYnu5/85Cfh/PPPL8rcV1999TLnfuqpp5LHc2xoL7RJkyaFI488MmkWpzLEzSs222yzcMstt4RSMG/evDBq1KiCbozw17/+NRx33HFJk3cxxO+nQw45pGgbmFAc999/f+rn8erq6kwb4gAAQF4btNs0WXeoQbsDG2lPrm9ZbnCc0ta3MVtYOjZmL/5zekcatPs05OH311VV2RutZ4xffqN2e5rSXf8AAAAAAADQ1fiNIWUpXpCfRkvLkr8kL5S086b9PLqqGGC/8cYbU42NF88DAJ905513ph5bW1ubNGiXo7q6urDLLrskgdK0X5fY0lpIxx9/fHjuuefaHVdVVRU23HDDJKy41lprJZsONTU1JQGqyZMnh5deein885//DI899lhYuHBh5nWcccYZYbXVVivbMH5XC86deuqp7Y7r1q1b2HTTTcMmm2wShg8fHvr27Zs8ZmIzavyZ45VXXgkPPfRQ+Mc//pE51Pytb30rCeQNHDhwifP0uEHS7Nmz273/sGHDwlZbbRXWWGONsNJKK4Xm5uZQU1OTbFjw5ptvJmHQ++67L3lsZ/G3v/0taRs+9thjM92P0hMfB9tvv33y31ISL8D+8pe/HOrr69ttk++sJ598Mnz+85/v0KYDi79mrLnmmslrRvw+i9+f8fvq5ZdfTjZUePjhh5Om7OWZOXNm2H///TNt7EJ5u+2221KPjY+zwYMH53U9AACwLD0b65YblE6jbSB7wYSMAdU4b0ObgLYG7bKStc16QeuCMG3etNCzvudSG7XbU1NVE3rU9wh50dw/hGnvdiygPW9WCPNnZptPgzYAAAAAAMBSCWhTltIGm3v0yNMvPNsRL4aOzULtXVwtoL18f/jDH5LmsvYMHTo07LDDDgVZEwCUmxjISmujjTZKzmPK1TbbbJM6oP34448n52rxnK1QAagrr7xyuWNWWGGFJAwYN56J/9+eGLyLx4wNx6+++mqm0OExxxyThPlWWWWV1Pdre4zlnZu99dZby71/nLfUwpilZurUqeGII45Y7tc6BrJPOOGEsN9++6X63n333XfDBRdckDSpp21MjeuImxlceumlS7TsLu/fuE+fPkkT8OGHH54Es9sTz/n/8pe/hO9+97vJBgRpxfGHHXZYWT9vxVBu/HcsBVdddVW45pprCjrnuHHjwnbbbdfuc8ayNuaI4f94i69fcTOAFVdcMXk8NDQ0hDlz5oQpU6YkzzUxcBxD/fG5OD6ms4iP5Rh8/tSnPhXyIYai4/dU1jb6+LnGjT+OOuqoMGjQoHbHx00R/vSnPyWvGcsLYL/22mvhzDPPzLQWytff//731GPj9yoAABRLjzYB7Rl1jWF+dU2oa02/eeHCiUsGshe0+XMak9s0d7c0uNyikhu0ow9nf/hxQHvS7EmZ27Orq/L0/nPzfzdTTGXmYgHtWdkf+xq0AQAAAAAAls5vDClLaS9cLuaF+nHuadOmLXdM1guwu5qLL7441bgjjzwyaQ0DAD4ptmZmCTiXs09/+tOpx8bzsBgEjQ3VhbC8lt8YEv/f//3fpKk4y/lr7969w4knnpiEB88777zw7W9/OwkkphHPU2N4NjY0FyqkTjZnnXVWmLiMC4VjMDOGLGOLdRZDhgwJP/rRj5I24NiKHdur07jiiivCd77znSR8f9FFF4XRo0cvdVxtbW346le/moQ7W1rSN1nFBvCDDz447LvvvuEb3/hG+MUvfpE63Pub3/wmfO1rXwvlavXVV09uxXb33XeH66+/PvX4GFjurBjMj//mWcPZ66+/fvK8F0PNy9uUrXv37sktNv7GcHV8Ho6t8tdee2348Y9/HF544YXU64ybIDz33HNJO3Wuxe+Z2HKdVvw+O+2005KNE+Lnl1b8noybc8Tv/0suuSR8/etfTwLsSxO/B/v3d+F1pYuN6mPGjEk9XkAbAIBi6tE2CF1VFSbVt4SBs5f+c02qBu2JS/65PbNq68Pc2volPtaiQbus9GvM/nP9xNkTw6q9Vk3+f9Kc7AHtvMkamJ6x2ON95oQOzKdBGwAAAAAAYGlciU/ZXkSatlGrWNLMnaYduqv6xz/+kVwA354YKIqNYaVi/Pjx4fnnn890y9J4CQBZLFy4MFPwJl/toIWy9tprh549/91mkkbacGouvPPOO0v9eN++fcNdd90VzjnnnA5vLhTPO2PQLralxwBtWg8++GAS0qM0LSucveuuuybnkFnD2YsbMWJEeOCBB5IW9TRia3YMZo8dOzacfvrpSx0TG3xjQ3F8LGcJZ7cNasfNBn7wgx+kvs+vf/3r5baM0774OhEDyGl/zo6vFfHfqbNi+3t83kprpZVWSsLVceORL33pS8sNZy9LfX19sjnFM888E84999zkz2nEx/5JJ50Ucu2RRx4Jv/3tb1OPHzhwYLjvvvvC97///Uzh7LY/Q8eg9pNPPhk23HDDZX7Pxw0QqGzxtSTL+1JbbrllXtcDAADLs7Qg9OSGbO8/LBjfNqCdrUU4BsIX11hXE7rVutyinPRt6ECD9pwPl/r/+WrsTq15QLbx86aHMH/2v/9/ZrbPI6FBGwAAAAAAYKn8xpCylPYC0mIGtGOrVXvSXgDfFaVtz95xxx3DyiuvHErFhRdeGNZZZ51Mt8997nPFXjYAFerFF19M3agcjRw5MpSzqqqqTI3YhQxoL01sYr333nvDDjvskJPjxaBdDMiuuuq/G13SiE3H06dPz8n85N8RRxwRbrnllkwbESxLDLf+9a9/Td2SG8/Pv/zlL4epU6d+4u/ixgCPPfZYzsJ78XF50EEHpRr72muvJU3wdMwHH3wQdt999zBt2rRU41dbbbXkcdPQ0NCpee+4447wu9/9LvX4Qw89NAmSH3DAAclzfWd91PYeA+KxYTuNP/7xj8m6cyVuLHDyySenHh/XGZ/jt95665zMP2zYsCTsvcUWW+TkeJSfGNJPa8CAAcmmMgAAUCwxCB0D0YubVJ9t4662geyFE7IFtNsGwlvatnpT8joSmP5w9n/DzKXVoJ0xoB3NGN/xBu3uGrQBAAAAAACWRkCbspQ22JwmJJ0vGrQ7bvbs2eHqq69ONXbUqFF5Xw8AlKuXX345U3Pt8OHDQ7nLEtDO8vXJtfj1vvnmm8N6662X0+PGhtnYyN27d+9U42NDamyRpfTttddeSUg6tt/mSmy9/ulPf5q60fuGG274xMdjYO+ee+7J+aZJv/rVr1I/jv/yl7/kdO6uYubMmWGPPfYIb7/9dqrx8d/6tttuSzaX6Iy4KcQXv/jF1OPPPvvs8Ic//KFDjdnt2WijjcKDDz6YPHemERvkc9XYHh+3jz/+eKqxTU1N4fbbbw+rr756yKW42UP8N43Be7qel156KfXYtddeO69rAQCANHo0Lvl738kNGQPaEyYs8TNd1gbtyW0atHs0Fm+jcAoY0P5Pa/bC1oVh8pzJpRPQbu5Ao/VHweyOBLQ1aAMAAAAAACyVgDZlqbW1NdW4XDRrdVSa4ETaz6Or+fOf/5yqwS0GBLRPA8Cyvffee6nHjhgxItTULNlCU+kB7Sxfn1z7+c9/nrfW0hi0v/LKK1OPv+CCC5INcihdsRX9iiuuyMv36GGHHRbWWGONDt03/rwVW4WztLanFUPAaduFb7rpppzPX+kWLlwYDj744NQNuvX19Ulzdnyt6KxzzjknvPPOO6nG/vCHP0xC0fkUH79xw4zm5uZ2xz711FNL3aigI9JujhDFtvFcb+jxkbgRQi5a0Sk/ab8Ps55fAQBAvvRsE4ie1KbRuj2L5s0Lrf/5/eOi1taw4MP/NiOnMalNILyHBu2yU19TH1rqsj1uJs7+d5B/8tzJYVFYlPdAeGk2aFeF0D2PYXMAAAAAAIAyJqBNWUrTTh0tWLAglHLLd9rPo6uJzYBpwySxfbKUfPnLXw5jxozJdLvxxhuLvWwAKtS7776beuyKK64YKkGWzyPL1yeXttlmm3DcccfldY7dd989OVdK24wcw7+Urt/85jdJ022+Npb60pe+1KH7HnXUUWHnnXcO+RJbltOE0mMDdJagISGcdNJJ4ZZbbkkdxL/sssvCVltt1el5J0yYEH7xi1+kGhufw0477bRQCOuvv3742c9+lmrseeed1+n5HnroofDoo4+mGhs3JTvkkENCPsV25O985zt5nYPSk+U8aPDgwXldCwAApNGjoa5TDdoftWhHC6dMibuXZbrv5DaB8JY266E8ZA1Nfzj730H+SXMmZZ4rvw3aHQloj/v3f2dl25wgCWdXl//mrgAAAAAAAPkgoE1ZKoeAdpq5Sy1cXApeffXV8Le//S3V2FGjRoVSM2DAgDBy5MhMt9VWW63YywagQmVpiB44cGCoBFk+j3HjxhX8fDEGHX/1q18l/8232M7avXv31O2slKa99tor7Ljjjnmd46CDDsp8n/jY+tGPfhTyadCgQWG77bZLNfbhhx/O61oqybnnnhsuuOCC1OPPPvvspG07V89LM2bMaHfcyiuvHH7961+HQvqf//mfsPXWW7c77sEHHwwvv/xyp+a69NJLU7/38fOf/zwUwte+9rUwbNiwgsxF+QW04/MxAAAUW4+2Ddr12ZqQowUT/92GvGDCv/+bxeQ287VdD+Uha2j6wzkfLhHUzqJvQz4btPtnv89HzdkfNWnncy4AAAAAAIAuorbYC4COSBtsFtAuP5dccklYtGhRu+M23XTTsO666xZkTVSesT/8YZj7rxeLvQzgP+rXWjMMOv30Yi+jIsUAclcL3mQJaLe2tibt0YX83A844ICCncPEr8Xxxx8ffvKTn7Q79oknnkg2yrFxTOk588wz8z5HbEZdb731wrPPPpup3TpuTpRvu+yyS7jnnnvaHffcc891KGje1fzlL38J3/jGNzKFlnPVYj1v3rzk5700Yii5ubk5FFoMo2+77bbtjrv88suTsR39OsR/hzSOPvroMHTo0FAIMQz+3e9+NxxxxBEFmY/iGzt2bJc7TwQAoLz1aKhdbqN1lgbtBRP/E1TNoO18vQS0y1K/xn6Fa9BuzGODdmPvEKrrQmidn/4+HwWzp6f/eTAhoA0AAAAAALBMAtqUpfr6+lTjZs2aFYpl5syZ7Y4R0F7SwoULkwvdy7U9m/IRw9mz/vGPYi8DIO+ynAv16ZPHi8UKKOvnUejzxZNPPrmg833lK19J2nJjGL09f/rTn8IZZ5xRkHWRzoYbbphsTFQIm2++eaaAdgzuFsIWW2yRatxLL72U97WUu0cffTQcdthhqZ4Pop133jlceOGFOZs/hpLjphhpHvf77LNPKIZtttkmrL/++uGZZ55Z7rhbb721wwHt0aNHh8mTJ6cae9JJJ4VCik3pX//618P48RmbtCg7cWO82bNnpx7ft28eW98AAKCjDdoNPTIfY8H4fwezF6b4+bStyfVLzteru4B2Oerb2Ddzg3b8GWri7Iml1aBdVRVC84AQpr2X/j4z//Pz/oyMAe3m9JuiAgAAAAAAdDXVxV4AdETPnj1TjZs+fXoohtiIFW/t6dWrV0HWUy5uv/328P7777c7rnv37uGQQw4pyJoAoJzNmTMn5xvglLqGhoa8fY06a5111glbbrllKKSVVlopaSBO46677sr7esjm85//fMHmiqHULGPXXnvtUAgbbLBBqnGxAZ5le/3118Nee+2VOpC57rrrhuuuuy7U1uZuX78rrrgi1bgTTzwxVMWLjIskhtjbEzczyNI+3DagncbWW28d1lprrVBIcRO5I488sqBzUhxZwtkdOb8CAIB86NkmoD25vgMN2v8JZn/03ywmtWnQbrseykPW0PSC1gVh2rxpYcKs7K3rfRryvClq1mbrGRNCWDAvhFn/bgVPrWVQtvEAAAAAAABdiIA2ZSltc8+0adPyvpbOzKuBaEmXXHJJqnH7779/6NEj+674ANDVZAnfVErwJmvQPGtAqTPiOUwx7LfffqnGPfbYYwX9etC+z372swWba/jw4SW5rubm5jBgwIB2x3U0LNsVTJo0Key2225hwoR0FxIPHjw43HbbbTn9mWvWrFnhvvvuS7UZ14EHHhiKaffdd293TGzO+tvf/tah46f5OkT77rtvKIZivVZRWFlf7ytlIx8AAMpbj4YlA9ELq2vC1G5NmY6x4D8/G3/UpJ1Wa6j6xFwC2uWpX2O/zPf5cPaHYfzs/7RPp9S7vnfoVtMt5FVs0M4iNmjPGJd9HgFtAAAAAACAZRLQpiz16ZNut+kpU6bkfS2dmTft59EVjB8/Ptxyyy2pxo4aNSrv6wGASjB37twuF7zJGjQvZCB5jz32KNhcbeetrq5O9Xh59NFHC7Im2te7d++kxbiQbetpxWbfQkqztokTJyahWT75fb3PPvuEl156KXUg/tZbbw1DhgzJ6TpiKHnOnDntjtthhx2SkHYxrbnmmqFXr17tjnvqqac69F7Bc889l2rsnnvuGYphk002CSussEJR5qZw0nw/VuJ5IgAA5a1HY+0nPjapoUeHAtrzM270NrW+KbRW1yzxMQHt8tS3MfsG6hNmT8jcoN2/e8Z2645oyhjQntHBgHazgDYAAAAAAMCyCGhTtmGFNCGTYrWopZ1Xg/Z/XXHFFWH+/PntjhsxYkTYZpttCrImACh3VVVVqce2traGSpD180hzTpkLsYl2ww03DMUQ24dj4DCNp59+Ou/rIZ311luvoPNl2Tyq0GtL83PTggULwowZMwqynnIRA+tHH3106qbnmpqa8Kc//SlssMEGOV/LPffck2pcDGiXwmtnms0ROhLQjuHsNBsJxID0aqutFor1+Rd6EwYKz4YWAACUo6UFoifXt2Q6xoLx/25BXpDxd8gTG3p+4mO9uue5HZmSadAeP2t8cstiQPeM4emOaM4YAp87LYQPX8s+jwZtAAAAAACAZRLQpizFIE2aRqdx4zqwA3QBA9q5biUrZxdffHGqcTFgAACk09jYmJe27VKW9fPI8jXqjM0337xgYfCl2WKLLVKNe/755/O+FtJZffXVCzpf3EQgjW7duoWVV145lOLaKuV5LFfOPPPM8Mc//jH1+PPPPz/stttueVnLP//5z1TjNt1001AK0jzGX3nllczHHTNmTE6fs/Nlyy23LOr85F/W8x/PrwAAlIKejZ8MRE9qyBbQjs3ZccOi+Rl/hzyxsddS1qNBuxx1JDg9bta4pEU73/Nk1tL+9RKf8H72DecEtAEAAAAAAJZNQJuyNWzYsHbHTJs2LcycOTMU2gcffJCzz6ErePjhh8OLL76YqtHtiCOOKMiaAKASNDQ0dLngzZw5c0oyoL3++uuHYkrbiCugXToGDx5c0Pli8DrtumLDbimurVKex3K1AdYPf/jD1OP/93//Nxx33HF5WUu88P2ZZ55JNXbttdcOpWDAgPYvon7vvfcyH/df//pXqnHrrLNOKKZiz0/+CWgDAFCOejd9MhA9YSnB6eVZNHt2WDh5clgwIVvYdmLj0hq0BbTLUd+GvqGmqibTfV6b8lqYvWB2pvv0b8zYbt0RPTrw/uH7T2a/j4A2AAAAAADAMgloU7aGDh2aatxrr70WCu3VV19NNU5AO1t7dmxzS9OcDgBkD9/Mnp3tArNSVaoB7UK3Ibc1YsSIVOPefvvtvK+FdPr27VvQ+erq0l1U3KdPn1Boade2YMGCvK+lHIwePToce+yxqcfvv//+4f/+7//ytp4333wz2TytPT179gy9emW7sD5f0rw2xMDqhIwX9KcNdRf7NaPY81Nam/h05PwKAADyoddSGrSzBrSjOc89F8LChZnus7R5NGiXp5rqmtCvsV+m+4yZOCbzPAVp0O5IQPu9jAHtuqYQ6rM11QMAAAAAAHQltcVeAHTUqquummrcK6+8EtZbb71QSALa6c2YMSNce+21qcaOGjUq7+sBgErS1NSUemzWkFmpyvp5ZPkaFeLcNV+GDx+eaty4ceNCa2trqK62l1e5hee6+ro+amru6p577rkkcJ02rL7FFluEK6+8Mq+t6G+99VaqcVOnTi14O3tnTZo0KfTvn74R64MPPsjphnT5stJKK4WampqwMGNggfIRX+fj83na4PXkyZPzviYAAGjP0hqrJ3TPHtCe9dRTme/TtkG7vrY6NNRla2GmdAxsGhjGzRqXevyb097MPEdBGrRbOhDQbp2fcY6B2ecAAAAAAADoQlx1T9laZ511Uo176aWX8r6WjszZo0ePsPLKK4euLoazY0i7PQMHDgy77757QdYEAJVihRVWSD02BnMrQZbPo1u3bgVrKR4woACNKTmYP4bxKiWsX+7StkYXWqmuixDef//95GemNG3VH23ccNNNN+U9dP/uu++GSjV79uxM48eOHZtqXJbQd77Cu4V6faR4Bg0alPPHLgAA5FMMRMdgdGcbtGc/9XTm+0xs6NluWJzyMbB7/kPHA5oK8H5w84AQqvK8UUBL+t8xAAAAAAAAdEUC2pStjTbaKNW4J598MhRSbP16/fXX2x23wQYblF07WD5cfPHFqcYdccQRoba2Nu/rAYBKMmTIkC4XvMnyeQwePLhg52PFDtv17NkzCaSnoSUTyk/c9GqPPfYI77zzTqrxffr0CbfddltBnpvee++9UKmyBrTThuf79esXiq3Yr1uU1nli2vZ3AADIt97dl3x/a0Jj78zHmN2hBu0lg+A9GwW0y1lBAtqNBQhoV9fkP0DdrEEbAAAAAABgeaQdKVurrrpqEjSJgehSCmg/8cQTYdGiRTkLmFeyF198MTz88MOpxh599NF5Xw9dR/1aaxZ7CcBifE+WRvDmrbfeCpXg7bffzsvXp7Oam5tDsTU1NYV58+a1O27OnDkFWQ+QG7H5/qCDDgpPpbzAPG7WcMMNN4TVV189FMKUKVNCpUrznLq4uXPnphrX2NgYiq0U1kB+ZTkPev/99/O6FgAASCs2V4+d9t/3rmbVNYSZtQ2haUH697MWZfxZLvqwsU2DdmO6jRApTYOaBuX1+NVV1aFPQ59QED1WCGHau/k7fkt+v1YAAAAAAADlTkCbshXbDjfZZJNwzz33LHfcG2+8kTQpDhpUmF8ePvLII6nGxbV3dWnbs7feeuuwxhpr5H09dB2DTj+92EsAKMmAdmwCLfdA1gsvvFCSAe207dX5VF9fn2qcgDaUl6985StJG3ban6MvvfTSsM0224RSbZkuJ2k2Z+vI82va5+t8KoU1kF8rrbRSpg32AACgFCytuXp8915h2LSxeZtzaremMK9myXl7aNAua/lu0O7X0C/UxHbrQugxOL/H71m499ABAAAAAADKUXWxFwCdscMOO6Qad/fdd4dCGT16dE7XXqnmz58frrjiilRjR40alff1AEAlWmuttVKPbW1trYjwTZaA9tprrx0Kpa6u+Bdtpl1DPE8DysNPfvKT8Otf/zr1+B/84Afh85//fCgkmz4s+VqbNkhfbNXV3jKsdFk2wstyfgUAAPlu0G5rYmOvvM45sU179rLWQfkY0H1AXo8/sCm/AfAl9Fgxv8cX0AYAAAAAAFguV1tS1nbcccdU4+66665QCDNmzEjVoL3uuusWrNG7VN1yyy1h/Pjx7Y5raWkJBxxwQEHWBACVZujQoaF3796pxz/33HOhnM2bNy+8/PLLqcdvuOGGoVBKIfScdg2l0PYNtO/Pf/5zOPXUU1OPP/roo8MZZ5wRCq0Unv9KRdpW6vh6Vmxz584t9hLIsyznQWPHjg2TJk3K63oAACCN3t0/+b7V+HwHtBt6pmrypnzkO0A9uDnPrdaLa1khv8fvuVJ+jw8AAAAAAFDmBLQpaxtvvHHo06dPu+NuuummglxcfOONN6a6kHqnnXYKXd3FF1+catzBBx8cmpqa8r4eAKhU66+/fuqxDz74YChn//jHPzKd822wwQahUMopbJc2QAgUT9wY7PDDDw+LFi1KvbnZRRddFIqhoaGhKPOWorRfi1IIR5fCGsivddZZJ9OmLI8++mhe1wMAAGn0LEKD9timvp/4WC8B7bI2oDG/DdqDmwoY0O6R57kEtAEAAAAAAJZLQJuyVl1dHfbZZ592x02dOjXcfvvteV/P1VdfnWrc/vvvH7qy999/P9xxxx2pxo4aNSrv6wGASpalHfGBBx4I5SxLwLxfv35hyJAhoVBmzJgRim3mzJmpxglTQml77bXXwt577x3mzJmTOoR5/fXXh7q64lw83tjYmGrciiuumATOy+m23XbbZfpapN18rBSaij/88MNiL4E8i+HskSNHph5///3353U9AACQRq/GpTVo987rnGO790kVFKd81NXUhb4Nnwzel2WDdo8V83fs2oYQmvrl7/gAAAAAAAAVQECbsnfYYYelGnfhhRfmdR2vv/56qtDx8OHDw5Zbbhm6sssvvzwsXLiw3XHxQuHNN9+8IGsCgEq1zTbbpB77yiuvhPfeey+UqyzBoW233TYU0oQJE0IxxQ2L0rZ49+nzyYtOgdIQg7u77bZb6ueUFVZYIdx6662hR48eoVjShpLTBs7L2YABA8riNaNU1kD+bbXVVqnHCmgDAFAKei0lGD2ue54D2k1LCWhr0C57K7asWBkB7V55bLjuOSSEqqr8HR8AAAAAAKACCGhT9mK4ZuWVV2533OjRo8Ozzz6bt3Wcd955obW1td1xn//850NXd8kll6Qapz0bADpvhx12yNSa+pe//CWUo8mTJ4d777039fhddtklFNK4ceNCMY0fPz7VuNra2qRdHCg9c+fODZ/73OfCyy+/nDoYfcstt6T6eTmfBg4cmGrczJkzQ6WLgfk0ir1ZysSJE5PHG5UvbviQ1hNPPBHGjh2b1/UAAEB7ei8loP1+c37fyxrb/ZNNywLa5W9I85C8HXtwUwED2i0rhFDzyWb5nAW0AQAAAAAAWC4BbcpeVVVVOO6441KN/eY3v5m39uzf/va37Y6L4agvfvGLoSt74IEHwquvvtruuG7duoXDDz+8IGsCgErW0tKSqR3xuuuuC+Xor3/9a5g/f37JBrTj+WIxpTn/+qjdtbraj4lQahYtWhSOOuqo8OCDD6YaX1NTE6655pqw0UYbhWJLGxCPDdqxIbySpQ1opw3h50ux56dwtt9++9C9e/dUY+OmhNdee23e1wQAAMvTs/GTQdTJ9S1hTk1dQRu0e3XPUyCWghnSMqQyGrSra0LotUp+ji2gDQAAAAAA0C5X3lMRYkA7ho/ac/vtt4ebb7455/OfcsopqdqlYnv2kCFd+xeZF198capxe+21l/ZGAChCO+JDDz0U3n777VBurr766tRj11lnnYKfk73yyisFna+j8xe7aRdYujPOOCPT89x5550X9thjj1AKVlkl/UXC5fj6k8WIESNSjXvxxRfzvpZSnp/CaWhoSELaacWNHwAAoJh6LaVBO1RVhfeb8vM7xSndmsKc2vpPfFyDdvlbqWWlvBy3Z33P0L0u3UZYOdN7aH6O29N7xQAAAAAAAO0R0KYi9OzZMxx77LGpxh5zzDHhgw8+yNncF110UbjpppvaHRebCL/+9a+HXDvyyCOTFvH2bnFcsU2dOjX8+c9/TjV21KhReV8PAHQVBx98cOpW5NiO+Ktf/SqUk5deeimMHj069fjDDjssFNrTTz9d8Dk7Mv/IkSPzvhYgm9///vfhRz/6UaYNxE444YRQKlZbbbVQW1ubauyYMWNCJYsbhKTx2GOPhWJ69NFHizo/hXXIIYekHvvII48U/ZwGAICubakB7RDyFtBeWnt2sg4B7bI3pDk/G3gObipge3a+A9q989TMDQAAAAAAUEEEtKkYp512WqrG5fHjx4fPfe5zYfr06Z2e85577gknn3xy6sBxVw+8xMa32bNntztupZVWCjvvvHNB1gQAXUF8bd1pp50yhQFnzZoVysUvf/nLsGjRolRja2pqwhe+8IVQaI8//ngSfi/1sF3a8CBQGHfddVc47rjjUo/fZ599wk9/+tNQShobG1M/tzz55JOhkq277rqpG6wnTZoUiuXhhx8u2twU3n777Rf69Fl66GRp/u///i+v6wEAgOXp3b3bUj/+QXPfvMw3tvvSj9tDQLvsDWkZUlbN3EUJaPcZnp/jAgAAAAAAVBABbSpG7969U7eKxYDMLrvskoS1O+rWW28Ne+21V5g7d26qtf3whz8MXd0ll1ySalxs+07b8gkAhNSbxaQ1efLksmnRfv/998Nll12Wevxuu+0WVlhhhVBo06ZNK1rwMJ7zxrBfGuuvv36n53MeB7nx3HPPhQMOOCAsWLAg1fjNNtssXHXVVSX5PRjXlsa9994bKn3DlBVXXLHdcXHTkTvuuCMUw9tvvx2ef/75osxNcTQ0NGTavOa6664Lr7/+el7XBAAAy9JQVxPqa6sL1qD9fvMnj9tSXxtqqqvyMh+FM6D7gFBXnfug/So9VqmcgHZfAW0AAAAAAID2lN5Vu9DJ4NG2226buhFqww03DLfcckumOWLz9je+8Y2w5557pm6WPPfcc1O1e1d6uOAf//hHu+OqqqrCUUcdVZA1AUBXsvfee2cKJsfNZSZOnBhK3Zlnnpmp7TtLE22uZT3vzOW8aRrG6+vrw5Zbbtnp+erq2r+wMW3gFLqquPlE3FAibu6QxrBhw8LNN9+ctFWXou233z7VuGeeeSYJCFeytF+Lv/71r6EYbrzxxqLMS3F96UtfSt6PSSO+hn/1q1/N+5oAAGBZenWvK1hA++2WgZ/4WJ/mpbd4U16qq6rDis3tb6KW1bCew0JFBLQbeoXQvU/ujwsAAAAAAFBhBLSpKPFi0j/+8Y+hf//+qS96j0HrGOqOTWMzZsxY5thXXnklfPe73w2rrbZa+MlPfpIq5BIdfvjhAschhIsvvjjVuM985jNJuAAAyK1u3bqFb37zm6nHT506NXz7298Opeypp54Kl19+eaYG11133TUUy/XXX1+Uef/85z+nGrf55psnLZq5eKy1Z/bs2Z2eBypV/Ll09913D++++26q8b169Qq33XZbGDBgQChV8bk3zeYN0RVXXBEqWfyZN42bbropTJo0KRTaJZdcUvA5Kb4111wzHHTQQanHxw0E7rzzzryuCQAAlqVXY7eCBbTfaf7kz9q9ugtoV4qVe6xcIQ3aeZhTezYAAAAAAEAqAtpUnMGDBych7bQXf0d/+9vfwmGHHRZ69uwZRo4cGfbYY49w6KGHhgMOOCDssMMOYeDAgWH11VcP3/ve98L48eNTH3fdddcNv/71r0NXN2/evPCHP/whdQs6AJC/dsQVV0zfCnLRRReFu+++O5SiuXPnhiOOOCK0tramvk88lyumMWPGhEceeaSgc8Ym2rQBqp133jknc7a0tKTaACDthkfQlSxcuDAceOCB4emnn069IcINN9yQhCtLWfxZO20w+be//W3S0Fup4iZxtbW17Y6bM2dOwcPSDz30UNJiTtf0/e9/P9Vjc/HzysmTJ4dyFM+PAACorAbtiY09w8zazm88uLjWUBXebflkQLvPUuanPA3vNbwyAtr1LSH0yHEbeJ9Vc3s8AAAAAACACiWgTUXacccdk0BwTU1NpvvFgM8LL7wQbr311iTkHdsG77333kyh7I/EQPfo0aNDU1NT6OpuvPHG8OGHH7Y7rnfv3mGfffYpyJoAoCuqr68Pp59+eurxMUB75JFHlmT45swzzwzPPfdc6vFbbrll2GWXXUKxnXfeeQWd7/zzz08dYs/SnLk8/fv3TxVCHTduXE7mg0pywgknhNtvvz31+N///vdhu+22C+UgbqqRxjvvvJOEtCtVv379ko3g0vjpT38aZs2aFQrlO9/5TsHmovSMGDEiHHXUUanHv/XWW8n3dTltuBLXGs+Ff/7znxd7KQAA5DigHaqqwps9BuV0nnHd+4R5NZ+cq3eTBu1KsVqv1XJ6vD4NfULP+p6hKPrnePO+Phq0AQAAAAAA0hDQpmLF1rHLL788aRQrtNheds899yTN24Rw8cUXpxoXW8sbGnK7uz0A8Mm2w4033jj1+Pfeey8ccMABYf78+aFUXHPNNeHcc89NPT62QV544YWhFFx33XWZguWdEQPQaT/v+JhYbbXcXJCY9hz41Vdfzcl8UCn+7//+L1x00UWpx3/ve98Lhx9+eCgX+++/f1hhhRVSjf3ud7+bapOvcpX23y0+j8fHRSHccccdyfsYdG1nnXVWsolAWjfffHP41re+FcrBvHnzkvedfvSjH5VVqBwAgE/q1bj03/2+0TPdz5xpvb2U9uyoT3cB7UqR6wbtoT2GhqIZsFZpHw8AAAAAAKBCCWhT0eKFl7EBu5BB6T333DM89thjYciQIQWbs5S9/fbb4e677041dtSoUXlfDwB0dTU1NUnjagwtpxUDWzHYXQoefvjhpNU7S7Dma1/7Wthggw1CKYjr/spXvlKQYND//u//pm5ezeV52PDh6S5sfOKJJ3I2J5S7uHnDN7/5zdTjY2vtt7/97VBO6urqwpe//OVUYydMmBCOOeaYUKnixieDBw9ONTaGSZ9//vm8rmfGjBkl8zpPcQ0YMCBccMEFme5z9tlnh3POOSeUsrgpzKc+9alw9dVXF3spAADkq0E7hPBmj9wGtN9aRiO3Bu3KsWrPVUNVqMrZ8VbvvXoomlwHqgeuk9vjAQAAAAAAVCgBbSreVlttFZ588smw33775XWeHj16hPPOOy/89a9/Tf6ff7vssstCa2tru+M22mijkglOAUCli6+5MbybxaWXXhqOO+64VK/r+fL3v/897LbbbmHu3Lmp7xNboWMTayl54IEHwq9//eu8znHrrbeGP/zhD6nG9u3bNwl75srqq6e7EPHOO+/M2ZxQzuLGE1/4whdSb9zwmc98Jvzud78L5eikk05KvYHajTfemLSEV6Ju3bolm3Wkbf098MADw/Tp0/Oylvi4ixufxM3VIIqPt7iJQBZxg4n4/VqKzdTxfGjDDTe0MQwAQAXptYwG6zdyHNB+pdfSN+PuI6BdMRprG8OKzSvm7Hhr9lkzFE3/HAa0axtD6DMsd8cDAAAAAACoYALadAmxmerPf/5zEgLZZJNNcn5h9VFHHRVefPHF5GLzqqrc7bJd7uKFuTHMlYb2bAAorBiiiU2CWVx00UXh4IMPDnPmzAmFdsstt4Sdd945TJ06NfV9Ghsbw7XXXhsaGhpCqTnllFPCY489lpdjv/baa+Hwww9PPT422nbv3j1n82+66aapxo0ePTq8/vrrOZsXylFsdd17771TP6+uvfba4frrr0/aqMtRS0tL+MEPfpB6fNxg49xzzw2l4p133kkdrE7z3BvbitN44YUXktBslg1K0jr11FOTxxS0PecbPnx4pvvE79cY7J45c2YoBW+88Uby/BrPiWJLPAAAlaPvMgLSby6j8TrXAe3eywiIU55G9B5RIQHtNULIVRt4bOOursnNsQAAAAAAACpcbbEXAIUUQz3xFtsXY2vhbbfdFqZMmdKhY6255prhoIMOSpok0zaAdTUTJ05M3cb4+c9/Pu/rAQCW3GQmBrLi5jXvvfde6vtdd9114V//+le45pprwsiRI0O+zZ8/P5x55pnhJz/5SeZWxtgwGxsTS1FsRN1zzz3DPffcE9Zdd92chgc/+9nPhsmTJ6caH8OBWdvU2zNkyJCwyiqrhLfeemu54xYsWBCOPvrocPvttydheuhqPvzww7DbbrslPzelEX/uvPXWW0OvXr1COYubc8WNvB555JFU4+NzVHw+iUHtYgXT4+veeeedFy677LKwcOHCcP7553f6mD169EjC6l/60pdSjb/jjjvCXnvtlbwOx/t2Vvw8vva1r4Vf/OIXnT4WladPnz7J5jhbbrllpvfN4rnlU089lbznFt9/K4YYEP/pT38afvzjHxdlUyEAAPJvWQ3Ws+oaw1stA8Mq08d1eo5pdd3DuO59Ms1PeVqv/3rhvnfu6/Rxqquqw/Be2Ta6yqn65n+HtCe82PljDcz/+/4AAAAAAACVQkCbLmnrrbdObvGC5Icffji5Pf/888lF12PHjk2adeKttrY2afiKFz8PHTo0aSuLAZqddtop+XMpiBeIx1sp6t+/f9KgBACUpkGDBoW//OUvYdttt80UYBkzZkzSknzaaacl4a5cti8vLm6qc9JJJ4Unn3yyQw3Vhx56aChlEyZMCNtvv33S8v2Zz3ym08d75plnwuc+97nw5ptvpr7P97///ZwE/draY489wgUXXNDuuAceeCBsttlmSYhq1113DdXV1TlfC5SquEnVK6+8kmpsfJ6NYclS+Tm0M+L3+VVXXRU22GCDMG3atFT3iYHoBx98MFxyySUF23gjbqQRA/ExaDp69OiPP15Tk7sGqWOOOSb89re/DU888USq8XfddVfYeOONk69ffO7sqBh4P/LII8P999+/zDExDB83SaHrihsTxg0B4utz3FQlrddffz3ZLObggw8O3/72t8Naa60VCmHSpEnJc8Uvf/nL5P8BAKhcfZqXHZB+vu+wnAS0X+k9JISqpbcR92kqzuZh5Md6/dbLyXFW67VaaKhtCEU1ZNPcBLTjcQAAAAAAAEhFQJsuLV5Y/elPfzq5AQB0RTHgFUPa++yzT5g7d27q+82ePTsJ3Vx00UXh9NNPD4cffnjOgr6xVTU2H8Z1dUQMncX7l5KVVlopabdeWoNubJj8+te/njSFNzU1ZT52DNDFMNK3vvWt5N8lra222ioJB+bDQQcdlCqg/VHgPwa6+/btG7bZZpukmT1+vXr37h3q6+tTh7bjMaCcvPTSS6nHxufYuJlYDGmXgvj9Gpt1O2rYsGHhN7/5TTjkkENS3+fpp58Om2yySRJs/+Y3v5k8V+QjlB03jogtwDGYmu+QZ3x++8Mf/pCErmfNmpXqPq+++mrYYostksdEfO1YZ511Us/33nvvhV/96ldJa/byXi+222670NraGv72t7+lPnZXFh8zVcsIbhRbbLOOmyF01I477hiuvvrq5Psua2D/mmuuCX/605+SzWOOP/745HGVyw0Oovg4ve+++5JNC+KGN7E9GwCAytd3OQ3WL/QZGnZ789FOz/Fc32U3IffurkG7kqzTb52k/bp1UWunjrPxwI1D0cVg9VNXdv44K2+Ri9UAAAAAAAB0CQLaAADQxcVmxBhG23fffZNwWhbvv/9+OOGEE8Kpp56ahHL32muvpBU6S1h70aJF4bnnnkuaQa+88srw7LPPho6KgbWLL7645JqYYwPrsgLECxcuTBqkL7/88uRrefTRRyft5u2ZMmVKEuyLQbsY2MuipaUl+VrnOij1kbgBUmy5jcGwtGJY/YYbbkhuHREfR1CpYpg53krFtttuu9z25TRiu+4bb7yRbPKRJYwZn/fibeuttw4HHHBA8ty66qqrdmgNc+bMCU8++WSyMUhs6L7nnnvCjBkzQqFbin/+85+HL33pS5me76644orkFjdaia/jm2++eXKsfv36JY3r8XOLrxMvv/xy8jneeeedSZC1vSbkxsbG8Pvf/z6MGjU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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.fancy_plot_all_models(\n", " {\n", " \"CPW (reference)\": cpw_net_refined,\n", " \"Analytical LC\": analytical_net,\n", " \"Foster LC\": foster_net,\n", " \"Optimized LC\": optimized_net,\n", " },\n", " m=0, n=0,\n", " quantity=\"re\",\n", " title=\"Re(S11)\",\n", ")" ] }, { "cell_type": "markdown", "id": "a86a4e4e", "metadata": { "id": "8efa926d78e34e3e888392034e476fb7" }, "source": [ "--- \n", "## 4. Full System Analysis\n", "\n", "To compare all three methods, `analyze_system()` runs all three fitting methods, extracts resonances and linewidths\n", "from $S_{11}$ and $S_{22}$, and builds a network with loads attached. It computes hybridized frequency shifts for the given loads and compares them to the CPW results. \n", "\n", "The returned `results` dict contains:\n", "- The three fitted model objects (so you can get $L_{eff}$ and $C_{eff}$ for your desired method by calling `.get_params()` etc. afterwards\n", "- All resonance frequencies and linewidths with percent errors vs CPW\n", "- Hybridised shifted frequencies and shift errors for the loaded system" ] }, { "cell_type": "code", "execution_count": 31, "id": "1f6820af", "metadata": { "id": "7946475e3a7049f5a336023f59b0d7ef" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", " 0 1 2.4387e+01 2.34e+03 \n", " 1 2 2.3674e+01 7.12e-01 7.74e-12 3.83e+04 \n", " 2 3 1.4345e+01 9.33e+00 4.46e-13 2.27e+02 \n", " 3 4 1.2474e+01 1.87e+00 1.91e-12 2.36e+03 \n", " 4 5 9.6838e+00 2.79e+00 3.75e-12 9.70e+03 \n", " 5 6 8.1087e+00 1.58e+00 1.38e-12 1.28e+03 \n", " 6 8 7.0467e+00 1.06e+00 1.53e-12 1.65e+03 \n", " 7 9 5.4657e+00 1.58e+00 3.05e-12 6.85e+03 \n", " 8 10 4.6053e+00 8.60e-01 1.25e-12 1.18e+03 \n", " 9 11 3.9074e+00 6.98e-01 4.15e-12 1.34e+04 \n", " 10 12 2.9575e+00 9.50e-01 3.44e-13 1.55e+02 \n", " 11 14 2.6931e+00 2.64e-01 1.15e-12 1.05e+03 \n", " 12 15 2.4132e+00 2.80e-01 1.98e-12 3.23e+03 \n", " 13 16 2.3115e+00 1.02e-01 5.21e-13 2.54e+02 \n", " 14 17 2.2421e+00 6.95e-02 1.49e-12 1.88e+03 \n", " 15 18 2.2237e+00 1.83e-02 1.44e-13 3.77e+01 \n", " 16 19 2.2214e+00 2.33e-03 3.03e-13 8.38e+01 \n", " 17 20 2.2214e+00 3.48e-05 1.37e-14 1.28e+00 \n", " 18 23 2.2214e+00 4.64e-09 8.45e-17 1.28e-02 \n", " 19 29 2.2214e+00 2.64e-12 6.51e-20 5.58e-03 \n", " 20 32 2.2214e+00 1.20e-13 3.79e-21 5.09e-03 \n", " 21 33 2.2214e+00 1.42e-14 4.29e-21 4.80e-03 \n", " 22 35 2.2214e+00 2.22e-14 2.70e-22 4.79e-03 \n", " 23 39 2.2214e+00 6.22e-15 8.43e-24 4.79e-03 \n", " 24 42 2.2214e+00 1.20e-14 1.05e-24 4.79e-03 \n", " 25 43 2.2214e+00 7.55e-15 2.11e-24 4.79e-03 \n", " 26 46 2.2214e+00 2.66e-15 2.63e-25 4.79e-03 \n", "`xtol` termination condition is satisfied.\n", "Function evaluations 46, initial cost 2.4387e+01, final cost 2.2214e+00, first-order optimality 4.79e-03.\n", "analyze_system() complete.\n", "Result keys: ['Z0 (Ohms)', 'Cc1 (F)', 'Cc2 (F)', 'Ctog1 (F)', 'Ctog2 (F)', 'Optimized L (H)', 'Optimized C (F)', 'Foster L (H)', 'Foster C (F)', 'Analytical L (H)', 'Analytical C (F)', 'CPW f0 S11 (GHz)', 'Optimized f0 S11 (GHz)', 'Foster f0 S11 (GHz)', 'Analytical f0 S11 (GHz)', 'Optimized f0 error S11 (%)', 'Foster f0 error S11 (%)', 'Analytical f0 error S11 (%)', 'CPW kappa S11 (MHz)', 'Optimized kappa S11 (MHz)', 'Foster kappa S11 (MHz)', 'Analytical kappa S11 (MHz)', 'Optimized kappa error S11 (%)', 'Foster kappa error S11 (%)', 'Analytical kappa error S11 (%)', 'CPW f0 S22 (GHz)', 'Optimized f0 S22 (GHz)', 'Foster f0 S22 (GHz)', 'Analytical f0 S22 (GHz)', 'Optimized f0 error S22 (%)', 'Foster f0 error S22 (%)', 'Analytical f0 error S22 (%)', 'CPW kappa S22 (MHz)', 'Optimized kappa S22 (MHz)', 'Foster kappa S22 (MHz)', 'Analytical kappa S22 (MHz)', 'Optimized kappa error S22 (%)', 'Foster kappa error S22 (%)', 'Analytical kappa error S22 (%)']\n" ] } ], "source": [ "freq = rf.Frequency(5e9, 10e9, 300_001, unit=\"Hz\")\n", "\n", "results = analyze_system(\n", " freq=freq,\n", " d=d,\n", " Cc1=Cc1, Cc2=Cc2,\n", " Ctog1=Ctog1, Ctog2=Ctog2,\n", " # Lload1=Lload1, Cload1=Cload1,\n", " # Lload2=Lload2, Cload2=Cload2,\n", " cpw_params=cpw_params,\n", " Z0=15, # the REFERENCE impedance\n", " analytical_Z0=45.926, # the CPW characteristic impedance (for the AnalyticalFit formula)\n", " verbose=True,\n", ")\n", "\n", "print(\"analyze_system() complete.\")\n", "print(\"Result keys:\", [k for k in results if not isinstance(results[k], (rf.Network, FosterFit, OptimizedFit, AnalyticalFit))])" ] }, { "cell_type": "markdown", "id": "fc3e3328", "metadata": { "id": "dd74e08aa9b545ca99d5ef818d3b0845" }, "source": [ "### 4a. View results as tables" ] }, { "cell_type": "code", "execution_count": 32, "id": "4ce09d3f", "metadata": { "id": "9d7cd00f44ef43588e261971c8169feb" }, "outputs": [ { "data": { "text/html": [ "
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f0 S11 (GHz)\u03ba S11 (MHz)f0 S22 (GHz)\u03ba S22 (MHz)f0 error S11 (%)\u03ba error S11 (%)f0 error S22 (%)\u03ba error S22 (%)
Method
CPW7.422631.25697.422031.2569NaNNaNNaNNaN
Optimized7.422631.35827.422131.35820.00050.32410.00010.3241
Foster7.466329.79627.465729.79620.58864.67300.58864.6730
Analytical7.481929.35757.481429.35750.79916.07670.79926.0767
\n", "
" ], "text/plain": [ " f0 S11 (GHz) \u03ba S11 (MHz) f0 S22 (GHz) \u03ba S22 (MHz) \\\n", "Method \n", "CPW 7.4226 31.2569 7.4220 31.2569 \n", "Optimized 7.4226 31.3582 7.4221 31.3582 \n", "Foster 7.4663 29.7962 7.4657 29.7962 \n", "Analytical 7.4819 29.3575 7.4814 29.3575 \n", "\n", " f0 error S11 (%) \u03ba error S11 (%) f0 error S22 (%) \\\n", "Method \n", "CPW NaN NaN NaN \n", "Optimized 0.0005 0.3241 0.0001 \n", "Foster 0.5886 4.6730 0.5886 \n", "Analytical 0.7991 6.0767 0.7992 \n", "\n", " \u03ba error S22 (%) \n", "Method \n", "CPW NaN \n", "Optimized 0.3241 \n", "Foster 4.6730 \n", "Analytical 6.0767 " ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from simpleLOMs import utils\n", "utils.make_results_table(results)" ] }, { "cell_type": "code", "execution_count": 33, "id": "f2e00e53", "metadata": { "id": "729e772da53f439ba33bc580d161bcd7" }, "outputs": [ { "data": { "text/html": [ "
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L (H)C (F)
Model
Foster5.527729e-106.221275e-13
Optimized5.911714e-106.778010e-13
Analytical5.423399e-106.344452e-13
\n", "
" ], "text/plain": [ " L (H) C (F)\n", "Model \n", "Foster 5.527729e-10 6.221275e-13\n", "Optimized 5.911714e-10 6.778010e-13\n", "Analytical 5.423399e-10 6.344452e-13" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "utils.make_params_table(results)" ] }, { "cell_type": "markdown", "id": "0b82875b", "metadata": { "id": "816b7d1809b94ce38b4a3bf0cbbd187d" }, "source": [ "### 4b. Plotting the results\n", "\n", "The `results` dict stores the fitted network objects so you can plot without rerunning anything." ] }, { "cell_type": "code", "execution_count": 34, "id": "1f3caca6", "metadata": { "id": "4bff5832257c48ebaa74fc81e3dcc790" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: figures/fit_summary.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from simpleLOMs import plotting\n", "plotting.plot_fit_summary(\n", " results,\n", " port=\"s11\",\n", " title=\"Fit summary \u2014 baseline device\",\n", " save_path=\"figures/fit_summary.pdf\",\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "da631cc6", "metadata": { "id": "e40ab2b1c350465cb0cdb7f408ec6065" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.plot_transmission_spectrum(\n", " networks={\n", " \"cpw\": results[\"cpw_network\"],\n", " \"optimized\": results[\"optimized_network\"],\n", " },\n", " m=1, n=1\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "9aac3342", "metadata": { "id": "1fa073644a314d08a16ce787c4587c76" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_all_models(\n", " {\n", " \"CPW\": results[\"cpw_network\"],\n", " \"Foster\": results[\"foster_network\"],\n", " \"Optimized\": results[\"optimized_network\"],\n", " \"Analytical\": results[\"analytical_network\"],\n", " },\n", " m=0, n=0,\n", " quantity=\"re\",\n", " title=\"Re(S11) from analyze_system()\",\n", ")" ] }, { "cell_type": "markdown", "id": "082b3d86", "metadata": { "id": "1bac4792b3874c398a830cd7e4786a75" }, "source": [ "### 4b. Extrating the final model's parameters\n", "\n", "In order to get the model parameters generated by each model, you can call `.get_params()` on any of the models to get $L_{eff}$ and $C_{eff}$ for your desired method." ] }, { "cell_type": "code", "execution_count": null, "id": "21219245", "metadata": { "id": "177044e13f674d7c9695f340d7f57861" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'L': 5.527728992684269e-10, 'C': 6.221274876932394e-13, 'f0_Hz': 8582366666.666667}\n", "{'L': 5.423399393890448e-10, 'C': 6.344451756636576e-13, 'f_r_Hz': 8580000000.0, 'Z0': 45.926}\n" ] } ], "source": [ "\n", "foster_model = results[\"foster_model\"]\n", "analytical_model = results[\"analytical_model\"]\n", "\n", "\n", "print(foster_model.get_params())\n", "print(analytical_model.get_params())" ] } ], "metadata": { "kernelspec": { "display_name": ".venv (3.9.6)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.6" } }, "nbformat": 4, "nbformat_minor": 5 }